{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import sys\n",
    "from scipy.fft import fftn, fftshift, fftfreq\n",
    "import glob\n",
    "import h5py\n",
    "sys.path.insert(0, '/Users/vk/Codes/pencil-code/python')\n",
    "import pencil as pc\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib as mpl\n",
    "\n",
    "mpl.rcParams.update({\n",
    "\n",
    "    # ===================== FONTS =====================\n",
    "    \"font.family\": \"STIXGeneral\",\n",
    "    \"mathtext.fontset\": \"stix\",\n",
    "\n",
    "    # ===================== SIZES =====================\n",
    "    \"font.size\": 13,\n",
    "    \"axes.labelsize\": 14,\n",
    "    \"axes.titlesize\": 15,\n",
    "\n",
    "    # ===================== LINES =====================\n",
    "    \"lines.linewidth\": 2.5,\n",
    "\n",
    "    # ===================== AXES =====================\n",
    "    \"axes.linewidth\": 1.3,\n",
    "\n",
    "    # ===================== TICKS =====================\n",
    "    \"xtick.direction\": \"in\",\n",
    "    \"ytick.direction\": \"in\",\n",
    "    \"xtick.top\": True,\n",
    "    \"ytick.right\": True,\n",
    "\n",
    "    \"xtick.major.size\": 6,\n",
    "    \"ytick.major.size\": 6,\n",
    "    \"xtick.minor.size\": 3,\n",
    "    \"ytick.minor.size\": 3,\n",
    "\n",
    "    \"xtick.minor.visible\": True,\n",
    "    \"ytick.minor.visible\": True,\n",
    "\n",
    "    # ===================== LEGEND =====================\n",
    "    \"legend.frameon\": False,\n",
    "})\n",
    "\n",
    "from cycler import cycler\n",
    "\n",
    "okabe_ito = [\n",
    "    \"#E69F00\",  # orange\n",
    "    \"#56B4E9\",  # sky blue\n",
    "    \"#009E73\",  # bluish green\n",
    "    \"#0072B2\",  # blue\n",
    "    \"#D55E00\",  # vermillion\n",
    "    \"#CC79A7\",  # reddish purple\n",
    "    \"#000000\"   # black\n",
    "]\n",
    "\n",
    "cols2 = ['#dee2e6', '#adb5bd', '#6c757d', '#343a40']\n",
    "cols = [\n",
    "    '#00b4d8', \n",
    "    '#fca311', \n",
    "    '#ff0054',\n",
    "    '#04E762', \n",
    "    '#0B5563',\n",
    "    '#2c363f',\n",
    "            ]\n",
    "\n",
    "# cols3 = ['#001219', '#005f73', '#0a9396', '#94d2bd', '#ee9b00', '#ca6702', '#bb3e03', '#ae2012', '#9b2226']\n",
    "\n",
    "# cols = ['#477998', '#43aa8b', '#90be6d', '#f9c74f', '#f8961e', '#f94144']\n",
    "\n",
    "\n",
    "plt.rcParams['axes.prop_cycle'] = cycler(color=okabe_ito)\n",
    "plt.rcParams['axes.prop_cycle'] = cycler(color=cols)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x100 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# Get current color cycle\n",
    "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n",
    "\n",
    "# Create figure\n",
    "fig, ax = plt.subplots(figsize=(6, 1))\n",
    "\n",
    "# Plot horizontal bars (one per color)\n",
    "for i, c in enumerate(colors):\n",
    "    ax.barh(0, 1, left=i, color=c)\n",
    "\n",
    "# Add vertical separator lines\n",
    "for i in range(1, len(colors)):\n",
    "    # ax.vlines(i, -0.5, 0.5, color='black', linewidth=1)\n",
    "    ax.vlines(i, -0.5, 0.5, color='white', linewidth=2)\n",
    "    ax.vlines(i, -0.5, 0.5, color='black', linewidth=1, linestyle='--', alpha=1)\n",
    "\n",
    "# Formatting\n",
    "ax.set_xlim(0, len(colors))\n",
    "ax.set_ylim(-0.5, 0.5)\n",
    "ax.set_yticks([])\n",
    "ax.set_xticks(np.arange(len(colors)) + 0.5)\n",
    "ax.set_xticklabels(range(len(colors)))\n",
    "ax.set_title(\"Matplotlib Color Cycle\")\n",
    "\n",
    "# Remove spines\n",
    "for spine in ax.spines.values():\n",
    "    spine.set_visible(1)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "base_dir1 = \"../run_directories/\"\n",
    "select1 = [\"1024b_peq\", \"1024c_peq\", \"4096dde_peq\", \"4096dee_peq\",\"4096e_peq\",'6144f_peq']\n",
    "\n",
    "base_dir2 = \"../run_directories/\"\n",
    "select2 = []\n",
    "\n",
    "dirs = (\n",
    "    [base_dir1 + f\"{s}/data/\" for s in select1] +\n",
    "    [base_dir2 + f\"{s}/data/\" for s in select2]\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "S_arr = np.array([1 / pc.read.param(datadir=d).eta for d in dirs])\n",
    "\n",
    "idx = np.argsort(S_arr)\n",
    "\n",
    "dirs = [dirs[i] for i in idx]\n",
    "S_arr = S_arr[idx]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Read 2585 lines.\n",
      "Read 1889 lines.\n",
      "Read 8052 lines.\n",
      "Read 7599 lines.\n",
      "Read 8658 lines.\n",
      "Read 8999 lines.\n"
     ]
    }
   ],
   "source": [
    "ts_list = [pc.read.ts(datadir=d) for d in dirs]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_signal(ts):\n",
    "    \"\"\"Extract your y(t)\"\"\"\n",
    "    return ts.t, ts.Azmid_ymax - ts.Azmid_max\n",
    "\n",
    "\n",
    "def fit_linear_yrange(t, y, y_min, y_max):\n",
    "    \"\"\"Fit y = a t + b using a selection based on y-range\"\"\"\n",
    "    \n",
    "    mask = (y >= y_min) & (y <= y_max)\n",
    "    \n",
    "    t_fit = t[mask]\n",
    "    y_fit = y[mask]\n",
    "    \n",
    "    if len(t_fit) < 2:\n",
    "        raise ValueError(\"Not enough points in selected y-range\")\n",
    "    \n",
    "    coeffs = np.polyfit(t_fit, y_fit, 1)\n",
    "    \n",
    "    slope = coeffs[0]\n",
    "    intercept = coeffs[1]\n",
    "    \n",
    "    return slope, intercept\n",
    "\n",
    "\n",
    "def plot_with_fit(t, y, slope, intercept, label=None):\n",
    "    \"\"\"Plot full data + extended fit line WITHOUT affecting axis limits\"\"\"\n",
    "    \n",
    "    fig, ax = plt.subplots()\n",
    "    \n",
    "    # --- plot data first ---\n",
    "    ax.plot(t, y, label=\"data\")\n",
    "    \n",
    "    # --- freeze limits ---\n",
    "    xlim = ax.get_xlim()\n",
    "    ylim = ax.get_ylim()\n",
    "    \n",
    "    # --- plot fit line ---\n",
    "    y_line = slope * t + intercept\n",
    "    ax.plot(t, y_line, '--', label=f\"fit: slope={slope:.3e}\", color=cols[-1])\n",
    "    \n",
    "    # --- restore limits ---\n",
    "    ax.set_xlim(xlim)\n",
    "    ax.set_ylim(ylim)\n",
    "    \n",
    "    if label is not None:\n",
    "        ax.set_title(label)\n",
    "    \n",
    "    ax.set_xlabel(\"t\")\n",
    "    ax.set_ylabel(\"Az diff\")\n",
    "    ax.legend()\n",
    "    plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "# initialize storage (run once)\n",
    "slopes = np.full(len(dirs), np.nan)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1800x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "S = 2.000e+03\n",
      "Slope = -4.361604e-02\n"
     ]
    }
   ],
   "source": [
    "# --- style (run once per notebook ideally) ---\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.rcParams.update({\n",
    "    \"font.size\": 14,\n",
    "    \"axes.labelsize\": 16,\n",
    "    \"axes.titlesize\": 16,\n",
    "    \"legend.fontsize\": 13,\n",
    "    \"xtick.labelsize\": 13,\n",
    "    \"ytick.labelsize\": 13,\n",
    "    \"axes.linewidth\": 1.2,\n",
    "    \"lines.linewidth\": 2,\n",
    "})\n",
    "\n",
    "\n",
    "# --- choose run ---\n",
    "run_idx = 0\n",
    "\n",
    "# --- choose fit window in y ---\n",
    "y_min = 0.11\n",
    "y_max = 0.15\n",
    "\n",
    "# --- get data ---\n",
    "ts = ts_list[run_idx]\n",
    "t, y = get_signal(ts)\n",
    "\n",
    "# --- fit ---\n",
    "slope, intercept = fit_linear_yrange(t, y, y_min, y_max)\n",
    "\n",
    "# --- SAVE ---\n",
    "slopes[run_idx] = slope\n",
    "\n",
    "\n",
    "# --- plot ---\n",
    "fig, ax = plt.subplots(figsize=(6, 5), dpi=300)\n",
    "\n",
    "# data\n",
    "ax.plot(t, y, color='C0', label=\"Simulation\", lw=4)\n",
    "\n",
    "# freeze limits BEFORE fit\n",
    "xlim = ax.get_xlim()\n",
    "ylim = ax.get_ylim()\n",
    "\n",
    "# fit line (extended)\n",
    "ax.plot(t, slope * t + intercept, '--', color='C2',\n",
    "        label=fr\"Fit: slope = {slope:.2e}\")\n",
    "\n",
    "\n",
    "# --- find time bounds of fit region ---\n",
    "mask = (y >= y_min) & (y <= y_max)\n",
    "\n",
    "t_fit = t[mask]\n",
    "\n",
    "if len(t_fit) > 0:\n",
    "    t_min_fit = t_fit.min()\n",
    "    t_max_fit = t_fit.max()\n",
    "\n",
    "    ax.axvspan(\n",
    "        t_min_fit, t_max_fit,\n",
    "        color='gray',\n",
    "        alpha=0.15,\n",
    "        label=\"Fit region\"\n",
    "    )\n",
    "\n",
    "# optional: keep faint boundary lines (unlabeled to avoid duplicate legend entries)\n",
    "# ax.axhline(y_min, color='gray', linestyle=':', linewidth=1)\n",
    "# ax.axhline(y_max, color='gray', linestyle=':', linewidth=1)\n",
    "# restore limits\n",
    "ax.set_xlim(xlim)\n",
    "ax.set_ylim(ylim)\n",
    "\n",
    "# labels\n",
    "ax.set_xlabel(r\"$t$\")\n",
    "# ax.set_ylabel(r\"$A_z^{\\mathrm{mid},y_{\\max}} - A_z^{\\mathrm{mid},x_\\max}$\")\n",
    "ax.set_ylabel(r\"$\\max_{x} \\; A_z(x,0) \\;-\\; \\max_{y} \\; A_z(0,y)$\")\n",
    "\n",
    "# ticks\n",
    "ax.tick_params(which='both', direction='in', top=True, right=True)\n",
    "\n",
    "# legend\n",
    "ax.legend(frameon=False)\n",
    "\n",
    "# optional light grid\n",
    "ax.grid(alpha=0.2)\n",
    "\n",
    "\n",
    "# title (optional for paper; remove if needed)\n",
    "ax.set_title(fr\"$S = {S_arr[run_idx]:.2e}$\")\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# --- save figure ---\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.pdf\", bbox_inches=\"tight\")\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.png\", dpi=300, bbox_inches=\"tight\")\n",
    "\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# --- print ---\n",
    "print(f\"S = {S_arr[run_idx]:.3e}\")\n",
    "print(f\"Slope = {slope:.6e}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "S = 4.000e+03\n",
      "Slope = -3.214081e-02\n"
     ]
    }
   ],
   "source": [
    "# --- style (run once per notebook ideally) ---\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.rcParams.update({\n",
    "    \"font.size\": 14,\n",
    "    \"axes.labelsize\": 16,\n",
    "    \"axes.titlesize\": 16,\n",
    "    \"legend.fontsize\": 13,\n",
    "    \"xtick.labelsize\": 13,\n",
    "    \"ytick.labelsize\": 13,\n",
    "    \"axes.linewidth\": 1.2,\n",
    "    \"lines.linewidth\": 2,\n",
    "})\n",
    "\n",
    "\n",
    "# --- choose run ---\n",
    "run_idx = 1\n",
    "\n",
    "# --- choose fit window in y ---\n",
    "y_min = 0.11\n",
    "y_max = 0.15\n",
    "\n",
    "# --- get data ---\n",
    "ts = ts_list[run_idx]\n",
    "t, y = get_signal(ts)\n",
    "\n",
    "# --- fit ---\n",
    "slope, intercept = fit_linear_yrange(t, y, y_min, y_max)\n",
    "\n",
    "# --- SAVE ---\n",
    "slopes[run_idx] = slope\n",
    "\n",
    "\n",
    "# --- plot ---\n",
    "fig, ax = plt.subplots(figsize=(6, 5), dpi=300)\n",
    "\n",
    "# data\n",
    "ax.plot(t, y, color='C0', label=\"Simulation\", lw=4)\n",
    "\n",
    "# freeze limits BEFORE fit\n",
    "xlim = ax.get_xlim()\n",
    "ylim = ax.get_ylim()\n",
    "\n",
    "# fit line (extended)\n",
    "ax.plot(t, slope * t + intercept, '--', color='C2',\n",
    "        label=fr\"Fit: slope = {slope:.2e}\")\n",
    "\n",
    "\n",
    "# --- find time bounds of fit region ---\n",
    "mask = (y >= y_min) & (y <= y_max)\n",
    "\n",
    "t_fit = t[mask]\n",
    "\n",
    "if len(t_fit) > 0:\n",
    "    t_min_fit = t_fit.min()\n",
    "    t_max_fit = t_fit.max()\n",
    "\n",
    "    ax.axvspan(\n",
    "        t_min_fit, t_max_fit,\n",
    "        color='gray',\n",
    "        alpha=0.15,\n",
    "        label=\"Fit region\"\n",
    "    )\n",
    "\n",
    "# optional: keep faint boundary lines (unlabeled to avoid duplicate legend entries)\n",
    "# ax.axhline(y_min, color='gray', linestyle=':', linewidth=1)\n",
    "# ax.axhline(y_max, color='gray', linestyle=':', linewidth=1)\n",
    "# restore limits\n",
    "ax.set_xlim(xlim)\n",
    "ax.set_ylim(ylim)\n",
    "\n",
    "# labels\n",
    "ax.set_xlabel(r\"$t$\")\n",
    "# ax.set_ylabel(r\"$A_z^{\\mathrm{mid},y_{\\max}} - A_z^{\\mathrm{mid},x_\\max}$\")\n",
    "ax.set_ylabel(r\"$\\max_{x} \\; A_z(x,0) \\;-\\; \\max_{y} \\; A_z(0,y)$\")\n",
    "\n",
    "\n",
    "# ticks\n",
    "ax.tick_params(which='both', direction='in', top=True, right=True)\n",
    "\n",
    "# legend\n",
    "ax.legend(frameon=False)\n",
    "\n",
    "# optional light grid\n",
    "ax.grid(alpha=0.2)\n",
    "\n",
    "\n",
    "# title (optional for paper; remove if needed)\n",
    "ax.set_title(fr\"$S = {S_arr[run_idx]:.2e}$\")\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# --- save figure ---\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.pdf\", bbox_inches=\"tight\")\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.png\", dpi=300, bbox_inches=\"tight\")\n",
    "\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# --- print ---\n",
    "print(f\"S = {S_arr[run_idx]:.3e}\")\n",
    "print(f\"Slope = {slope:.6e}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "S = 1.000e+04\n",
      "Slope = -2.162409e-02\n"
     ]
    }
   ],
   "source": [
    "# --- style (run once per notebook ideally) ---\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.rcParams.update({\n",
    "    \"font.size\": 14,\n",
    "    \"axes.labelsize\": 16,\n",
    "    \"axes.titlesize\": 16,\n",
    "    \"legend.fontsize\": 13,\n",
    "    \"xtick.labelsize\": 13,\n",
    "    \"ytick.labelsize\": 13,\n",
    "    \"axes.linewidth\": 1.2,\n",
    "    \"lines.linewidth\": 2,\n",
    "})\n",
    "\n",
    "\n",
    "# --- choose run ---\n",
    "run_idx = 2\n",
    "\n",
    "# --- choose fit window in y ---\n",
    "y_min = 0.10\n",
    "y_max = 0.14\n",
    "\n",
    "# --- get data ---\n",
    "ts = ts_list[run_idx]\n",
    "t, y = get_signal(ts)\n",
    "\n",
    "# --- fit ---\n",
    "slope, intercept = fit_linear_yrange(t, y, y_min, y_max)\n",
    "\n",
    "# --- SAVE ---\n",
    "slopes[run_idx] = slope\n",
    "\n",
    "\n",
    "# --- plot ---\n",
    "fig, ax = plt.subplots(figsize=(6, 5), dpi=300)\n",
    "\n",
    "# data\n",
    "ax.plot(t, y, color='C0', label=\"Simulation\", lw=4)\n",
    "\n",
    "# freeze limits BEFORE fit\n",
    "xlim = ax.get_xlim()\n",
    "ylim = ax.get_ylim()\n",
    "\n",
    "# fit line (extended)\n",
    "ax.plot(t, slope * t + intercept, '--', color='C2',\n",
    "        label=fr\"Fit: slope = {slope:.2e}\")\n",
    "\n",
    "\n",
    "# --- find time bounds of fit region ---\n",
    "mask = (y >= y_min) & (y <= y_max)\n",
    "\n",
    "t_fit = t[mask]\n",
    "\n",
    "if len(t_fit) > 0:\n",
    "    t_min_fit = t_fit.min()\n",
    "    t_max_fit = t_fit.max()\n",
    "\n",
    "    ax.axvspan(\n",
    "        t_min_fit, t_max_fit,\n",
    "        color='gray',\n",
    "        alpha=0.15,\n",
    "        label=\"Fit region\"\n",
    "    )\n",
    "\n",
    "# optional: keep faint boundary lines (unlabeled to avoid duplicate legend entries)\n",
    "# ax.axhline(y_min, color='gray', linestyle=':', linewidth=1)\n",
    "# ax.axhline(y_max, color='gray', linestyle=':', linewidth=1)\n",
    "# restore limits\n",
    "ax.set_xlim(xlim)\n",
    "ax.set_ylim(ylim)\n",
    "\n",
    "# labels\n",
    "ax.set_xlabel(r\"$t$\")\n",
    "# ax.set_ylabel(r\"$A_z^{\\mathrm{mid},y_{\\max}} - A_z^{\\mathrm{mid},x_\\max}$\")\n",
    "ax.set_ylabel(r\"$\\max_{x} \\; A_z(x,0) \\;-\\; \\max_{y} \\; A_z(0,y)$\")\n",
    "\n",
    "\n",
    "# ticks\n",
    "ax.tick_params(which='both', direction='in', top=True, right=True)\n",
    "\n",
    "# legend\n",
    "ax.legend(frameon=False)\n",
    "\n",
    "# optional light grid\n",
    "ax.grid(alpha=0.2)\n",
    "\n",
    "\n",
    "# title (optional for paper; remove if needed)\n",
    "ax.set_title(fr\"$S = {S_arr[run_idx]:.2e}$\")\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# --- save figure ---\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.pdf\", bbox_inches=\"tight\")\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.png\", dpi=300, bbox_inches=\"tight\")\n",
    "\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# --- print ---\n",
    "print(f\"S = {S_arr[run_idx]:.3e}\")\n",
    "print(f\"Slope = {slope:.6e}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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n9+6CS+QTWfGuyIPDRP7c6to8s9eK1HpbZGYvkQKefWAFAADhL2vNdwKy3tjS+SRmWT+358v0xDiJ3ubihUJedurkf1fKuyp930mSZvqagI8jXFmf3E3K4cOHZfLkySb7S09YaikxZ0Gx2NhYkz0xZ84cp8vp1q2buVkrVKiQCbI5o8uaMWNG/P22bduaE+G+ogGmjz76yJR9PHHihNPHaH8aDSbq9tNg2dtvvy3+oCfCdWyzZs0yJ6UTUrp0aZOJ0r17d5OJ4QotUaYn7r/66itTFi0uLs4ENS32799vnqf2+7l48aLD/BUrVpQPPvhA6tev7/bz+vHHH2X06NEmIGZdYs76ZHu9evWkb9++TnsDIWXSY824ceMcpj/44IOSOnVq8/vq1atN7y/9qcHW6OhoEzTTIK5mHmmPKp3mCi0tq69T7W1lHexfsWKF1KhRwwS/Spa0bU+h5RWffPLJ+NexHlf0GOYufU8OHTrUlGHU521PSxBq0O6dd94xY/G1TZs2OUzT4JwnnM1nHxRLLg0mWktO1hlsUT4RABA2XiySTS41CUyvsdorDpheY16nJRR/6yvSzo0PiOv2ilTtI7Jhn/fHAwAAAATYvHnzEv27ZutoxlCLFi1Mtk7//v3NycrEaMBEM6leffVVEziy17hxY/M365uzx6nffvvNJiCmfvrpJ9PLxxc0C+qBBx6Q9957z2SHderUyWSp7dq1S3bu3GmyQXTamjVrpHPnzjJq1Ci5fPmy+JqegB88eLDcc8898tlnn5kT/hqA+v333002m2aM6Vg0+0Fp1sWbb75pypJZMlQS2lca5NKT9Jpl8sgjj5hgpgbErGmg7I477jCvBWcBMbVu3Tpp0KCBWa+rDhw4YE7kP/bYYyZb5I8//jAnrzUDTbdxjx49JFWqVHL16lUzLs0S1OcNKH1vOsty1dfJqlWrTFBF3zMDBw40rx8NvOt0fU8MGzbM/F1f1xo0c5UGZ3V59rZs2WKySL/++uv4afq7vif0uKJBOM3weuKJJ9zaeXocevjhh81xUwPGOlZ9zrpMDcrrWDJmzGjes3o8qFWrlrzyyitOg8vepJmi9jSr05tBMW/6999/43/XDLGEspzhPjLFAABhJd3/s8Y+3XdWumw65vf1a2Bsf71iUihdKu8tNG1qke9eEimWR+Tdya7Nc/CUSM2+IhNfFWlc0XtjAQAAAAJoypQp5kRuQrQX2Jdffmkyp9yhZa569+4dn130xRdf2Pz9/vvvl3bt2rm0LPuSWhZ6MtgXZRS1D5FmlCjNyLIvwaZZSnpr1qyZeQ5akuvSpUviS3ry+9lnnzUBANWkSRMTGNM+Oxo8UlpC7bbbbpMuXbqYTBFLjyXN7mvZsqUMGTJEXn/9dYdla+bV3Llz5dixYw4l6Cw0GKf7UwNxml2h5eP0NaGZIhrEsi+PqevSxw4YMCDR56WBRs0q05Prmn1jnz2oAT69aWlGy+tFt3evXr1MVowGzLwpkKXUdN/t3bs3YOsPVdOmTXM6Xd/DGnxyllHl7Bij75E33njDvHZdeR3o+0GzSEeOHGkzXd9DTz/9tHz33Xfm/alB9PTp05v3gr5uLdlrrtJ1aDBMg3mvvfaaQ0BYA21600CdBpf1+WowTMel71FfZtRq1qo9T3t06fHLnmb1eYseNzZs2BB/X4/f9n3M4DkyxQAAYem527LKlQBljRX+fbeM2Zt001q3REaKDGon8uXzItFRrs1z/rJI88Ein/3m3bEAAAAAfqLl8fREppbf0myeF198MdHHa/aW9svReXx5cjUxGoBJqDygt2mgzZKVppkLifUk0hPQlowo3a6+otkfWgbREhDTE+AaqNQT7c5oGbhBgwbZlHPUoJWe8Nceb/ZGjBhhAqOnTp2yKZVooSf3+/TpI88995zJ6tKT/O+//7456a5j2rp1q8mOsafZK0uXLk3weZ07d85k0GhATDPv7ANi1jR7zb6Mmgb4NCCHlE172zkzfPhwkyGmmY27d+8271HNuNJArr5+ixUr5jCPZo717NnT5XV/+OGHCT5eM7b0vaL99vT9pe9HdwNiGuDSCwg0IKbvFR13QrSfmJaZtTZ27FibrDVv0yxie1oe0hPO5tOLAbxFM4utM1z1mAbvISgGAAhbaf6fNfZDRc9qRCdHt83HTdbYtRteTv9/up7InN4imV2rsS9xN0Se+0yk13f6zdK7YwEAAACSQQMWOXPmTPRWsGBBKV++vCnFpX1t9Or5xBQpUsSU5dLydVpeT+/7mwZD7PvvaFaHniT2NkvgSWkpv6RooEh7E/myfKIGuBYvXhx/X8s6unLiWQNc9r23NAtOe3Yl9nzs7dmzR3744QcTUMudO7fD37V/kga/tLSmNc1W0eUlVMJNg2CaGaWBAmel6Ow5KznnLPMNKYe+75xlumqml2YeaqlC7eVVtGhR857RDFYNsmuGoZbmc/aa0kws7d3lKs0s08Cy9hpzRjM1H3/8cfM+cpe+L/7+++/49SSVweasBK1mtLmb6esqZ8c9bwbFNHDuLd9++2387/r/pFq1al5bNgiKAQBSgHYFMsv1pqUCsu40c7bLkJ2nvLvQBneKLBskUiiH6/MMnSbS+VPvjgMAAAAIcoUKFQrIejVLTfteaQmyH3/80WRK+cKhQ4fif9eT2EmVXtOATvv27X0WFNOg0bhx4+Lva7mvmjVrujSvnqS3nlfpyXHt35YQZ0EvPYFsH5S0p1lrEydONMFT+x4+2hPOnp7onzBhgvm9YcOGTvsJ2dNSmfZBAe2jpv3UkDJpBph96U6lQa/EMg8tr1nNotJyoNY0iOtuWU7t32VfItbasmXLTNB46tSpbh2LtGyp0kCelhBNSuXKlR3KEGoJQs1Y8wVnx0dPg2JaatJXmWK6DX755Rfzu24fDWLCu8gUAwCkCNGRESZr7LsAZI29ue2kyRrzatPYOwqLrBwscldR1x4fFSnSuqr31g8AAAAkU968eWXFihWJ3hYuXGiCS5qB4MpJVldOXPqLBkW03KMGUXxF+1RZaDlBLR2YFM1a81VQTMuzWZ941r5B7tCyhvYZEZo94yxQZf/8rTPBXKGP015K9izBL/vnZWFfFjEhejLbWaaidXZfcul3zEDd6CfmWXass9ewqyUQ9bHaN9A+mKtZZHqsdJUGvfr3759oTy0N8GiGblJ99qwvBLBkeLn6HtFAuLNSpt58j1hLl86x4o6zIKUrnGXB2e8XT+m+sWRFa0lJV4LwcE+0m48HACCkPV4gs7TOm1HSzt3h93VHzt4uO+oWlRIZ3KvLnaB82UQWDxB5bJTIjH8Sf+zHz4g0qeSd9QIAAABeoCcQXQ1gaIDp+eefl7feestpn6mUqlIl28/4un205GRipRq1x9fMmTO9PhYNhk2bNs2l/mqJ0T5DGhC19vPPP/skuPjss8/Kp59+6hAwsA8O/Prrr/H3tZyjbufE6Il2Pant7IT7mjVrkj1uhCZnmUQVK1aUHDlcrwJTvHhxeeihh+IziSw0q6t+/fpJzq9lGl977TXzftWfesGBvp61557961WDnxqgOX36tIwaNSrR5Y4fPz7+923btiX5HrEO5vvrPZIhQwaHaVevXvVoWc76MmbKlEmSSzNJLVl8Ws61Xbt2yV4mHBEUA1Ig/TLhCm2MqzcgXHuNDd55SnpvO+nXdZdctEfaF8gs33orYy1jOpEpr4u88o3IR3OcP+aNliKdfXd1KgAACD1n/3w7IOu9mdqz0xDnv31eIq4lXhYumFwa2Fouv3F/oIcRlrTfjJYjjImJCfRQgsL9999vTlofP348/kStnkTVvkR9+vSR7Nmz+20sWhrwwoULNtPcOdlvUadOHb9ljmj2oQYRDx48GD9NM6D0RL1l7Bqgs+5xpGUXk2Pfvn3Jmh+hy1kgpXDhwm4vx1lQzD6Ya08DXi+88EJ8EFj72w0bNsz8Pnz4cHnwwQfNOUAt8egskKb9zd555x2ny96+fbsp+WehmZ0JZXcG8j2i/SZ9GRRztnx3aCBdj91xcXEmY1a3eygaP368TZA0GBEUA1Ig64a33gieAaHqzRI5pFuRbJJpnn+zxr47dM7cTjcqIdlSOZb7cJuWDBn9tEjxPLeCY9ZlGh+pJjL4seSvAwAAhJW4MvkllNwo5tg3KJjdKOC/QERKo3119LuqfUZSSt4e2m/miSeeiC/Xrj+/+eYbs4169eplMq+clRn0tnXr1jkdn7s0ezBz5sxy7tw5m5PkZ86cceg/5K3AmHVQTJ04cSI+KKblG+2zWOwz9OzpSW3rrCDNIPHHPkBwc/Z+cJa9lJTq1as7TNu8eXOCj9djgh4jfvjhh/hg+tChQ20eU6tWLfMe1pKv3377rcMyBg0aZNbbpEkTh7/Zv0cmT55sAnfBWLLXleCWK5wF0zy5CMCaHq83bNhgjoHTp083PSBD0d69e10+9xwo9BQDUiC96sqVm7Pa10C4yRh9K2tsbDn/n2jJPn+nvL/rtPcW2L25yOQeIun+/8GpemmRb17UQt3eWwcAAAAQYJ70FgtnepJ6yJAhDj1uzp49a06yan+fpUuX+nwcJ086VuG4ePGi28vR51GmTBmH6Rqo8gUtJ2lPA3AW+/fv98s4UjI9/6T73Z2bpSdWKNFgrz1P+vsVKlTIIZimWUYJvd/69u0bHxDTPouaLeasJ5YGb7WnnmYoab8v+8DaSy+9ZNMz0J/vEW+8RkqUKOFS+UZXOJuvdOnS4inNgNbehRq4mzt3ruTMmVNCVZEiRVw67xxIZIoBKdCiRYsCPQQg6LxQJJu0zZ9Zcvy206/rfWPrCXOLbVZKopx8KHXbg/fe6jP2yniRqW+IpEvjjWECAAAAQYMLOB116tTJnETVk9b2J8a3bNlisjZatmxpsj3y5fNSKXcXThI766HkiqxZs7q0fG9wlt2RJs1/36O0n5I1+6wywFXOAh2XLl1yewNqwEfLfmrvLvtAuH2wTDPINGhu8cADD0j+/Ilni3fr1s0E8DTL1JKBqnbs2CGzZ8+WFi1a2Dw+VN4jznpYHjlyxKNlHT582GGas2C+K7REqx7DtUSlBsSKFSsmoayji+14nAVm/YVLxwEA+L/sqaNM1tgj+ZLfHNVd0bO3y9LT7n8YduqeEiJLB4rkdLwKDQAAAAh1zZo1c5qVlNJp0EtLVtWoUcPp37WcovapsWSMeJuzUl/WJRDdoSeHvVFmzhWaHZNYoMw+yLhr1y6fjAPhr2zZsg5lNDWQ5Qln7wdn5Rk/+ugjU87Tom3bti4tv0OHDtKjRw+H6b/++qvDtFB5jxQoUMChBKv2Y9R+a94IijnLOk2K9mPTY7eaOXOmVKhQwe1lwH0ExQAAsPPLXfnlcP3ift8utVcckIhZtld6eSyAV9wAAAAACFwWnQa/vvzyS6cZdRcuXDDZZG+88YZNBog3ZM/u2EtPM0s8kSpVKodpvionZn9CXLMXrNdlHzTTnj/Bwt1yct68eTNjU3sQ6evRnVsolk/U0oX22UqeBpDsA2Ba7tBZhqVmdtkH5lw1YMAAh6yyVatWOTzOH+8Rb7xG9HVrX7ZPA4YHDhzwaDz2xz93A1qaUdeqVStz8cDEiROlZs2abo8DniEoBgCAE/nSRpussUDQwNi6GM+avXrF3uMia3YHbv0AAAAAkkUzD5YvXy6DBw+WXLlyOfz9q6++kmHDhnl1KzsrybZp0yaPlmVfdlGDCc6ehzfYr0uzPayzcOwzS7QlhQYXAU/Url3bIVPJkzKj9r3INAvKvhydvk7tAz7ulE9Nly6dQxm8Q4cOOTzO/j2iJRv37Nkjwah+/foO09atW+fWMrSUq30ftYYNGzr0YUuMZjs//PDDZnvqRQzNmzd3awxIHoJiAAAkQgNj0ysX8Ps2qvTnPmm80v2rlZLt7EWRZu+J1H5bZOY//l8/AAAAAJf16dPHnFBNqJzhs88+K3///bc888wzDifMR40a5dUylFqa0VlQ7Pr1624vy75/mGZQOMse8wb7Mmi1atWyuV+8eHGHQMPPP//s8fo+++wzad++vcfzI7RZSuVZW716tdvLsS9NWqVKFYfHxMTEuFRiMTH2mVVXrjhewGv/HtEsLQ28e2r+/PkOwUNvadq0abKDYmvWrHFa1tedfde6dWuTSasXLjz++ONurR/JR1AMAIAkPJAno8Q1K+X37TT/5CWTNXbu+n/1v33q2nWRh98X+feQyMWrIi2Hioyd6591AwAAAPDIn3/+mejftbTZkCFDZPTo0TaBsWvXrpkeZN6iJ8YLFy7s0Gvojz/+cHtZ//77r839Bg0aiK9s3LjR5v6DDz5oc79q1aoO82hZNk+ye9avXy+vvPKKySpByqSZSvZlDhcuXOjWMrTk3759+2ymOQsiOSun6G4Ps0KFCtncz507t8NjnL1HRo4c6VFZQi0p+OSTTzrN6PLWcco+0JfUMdTekiVLHHogataXqxl+GhjVY8Hrr78uzz33nLjr9OnTMmLECLfnw38IigEA4ILIiAiTNTbydscPgL6WZf5OmXzE/S9cbtF+Ap0/Fflj83/TbtwU6fqlyKvj9VO3b9cPAACAsKYncUOFfUaV8iTbyV+0nJ+z7A177dq1kxYtWjicgPYm+1Jr6tdff3VrGdpj6cyZMzYl3J566inxBd1uK1eutOm31KhRI4cMHOtyipbtpie03aFl0nT7a5Dy0UcfFW9wt8eSN2/2PZXgmjRp0kiXLl1spk2fPt2tzbd161YT1LYuL/rYY485PE5ft/ZlR7ds2eLWuux7D9r3RFPFihVz6DGnGZUa8LHv2ZdUBpW+RzTDrXPnzuIr9svWY6j1MScp9sc0PT5lzJgxyfliY2OlTZs2snTpUnn66aeld+/e4gkNrNtnuMI9BMWAIKUflrxZxgCAd3Qvmk1ONSzh983Zas1hkzV2Nc71D5RuGThJ5JsErhL9cJbIIyNELl31zboBAAAQ9uz736irV33/+dL+hK79/YROWttz54SpdfbH2LFjzQlXX9KMpdmzZ7v0WPu+NXoy3Zv05LB9fyEdm7M+RAmZOnWqzX09se4sO8UbdGzW/cF69erlEBTVwIKzcoeffvqpvP322y4H+urWrWv6EL3zzjte3+4IrKNHj8rnn39uSmMeO3Ysycd3797d5jWg2YruZG3av981IJYjRw6nj33ggQds7v/+++/ijt27bfuNJ9T7ylnG05w5c6RTp04uBcZOnDhhAtJr1641QR93ep+5q1WrVjYZcBqsmjZtmkvzaklY60zW6Oho6dq1a5Lz6f8evWhg5syZJjD2/vvvezT2Tz75RCZMmGBK48JzBMXgM3rVgqaTa91nbfaoHyr1apgKFSqYg4XWtA42+iFl0qRJAR2DHoj/+ecfady4sUv/SAH4X/bUUSZrLHO0//+Npp27Q8bsdf8LeaK+XSzS75fEHzPlb5H7+oscc6/UAgAAAGA5aews0KTfgX3JPvBmnV2REC05FhUVZTNt82arigpWEiqhpyeCNRuoX79+pndMt27dxJc++ugjlx6n52WslStXLsHHOgtaJnVy21Kq0T4gqoEgV2hG3scff2xT6kzPLbnDlaw5C+3nY90TSMu2OfPyyy877Wk2cOBAadKkiUO5R+ttqL2VtLzczp075d577zWvDQRXgD45tL+Uvo80+0gDQ+XLl3coyWkvb9688uqrrzq8llyhwZVvvvkm/n7OnDltXsf2XnzxRYmM/O/chQbv3LkgYcaMGTZlAp944gmnj9O+hc7KNY4fP968/q0zMu2ziLVH31133WUeoxlnb775pviSnqMeOnSoQ49FVy6aGD58uMP2te+p5oz+D/j+++/N+V7df9b7JCmaObdq1SqzjV944QVTKrN06dIuzw9HBMXgdcePHzcp+foPYcCAAbJt2zZTK1mvgtBmhnqFgV4ppennmhJ75MiRgO8FvVJHI+xlypSRMWPGeHXZmk6uH5z0SiNXbvrYypUrS8GCBRP9cAog8GIal5SVNWxr5vtDt83HTdbYdS1vmFzr94p0GufaY//eKVK1t8i/3i2xAgAAgPCmJ2CdBQ00ALJhwwafrluzD6y5cvFp6tSppWjRojbT5s2b5xDY02yNGjVqOARhFixY4JB18OOPP3q1f5c9PQmvwZekLF++3KYMWvXq1RN8rLPzNVrezJUsDD15a23y5MkuZah8+OGH8ZkpWjZRL1zWE/Hu+OWXX8xJZFcyLlavXm1+z58/v3zxxRcJPlbPFyWUFaavjdtvv10qVapkAl5aEq1Hjx4me0dPXL/22msmAKwZdHry3z7gCv/S4GRy+2xZe+mll0yPJ+tjjitB8L59+5rEAevMUuuAcEJ++OGH+CC9BlY0Oy2xTEoNNllnMulxzNXSn1pqUYNaFoMGDUpwXRqcSyg4rwEdDYzp+6FDhw4mI1PH8Mgjj5hEirZt25qSpHrs1fevffDeF/TctXUG6Lp160zAMDGa4KFZWhZ33HGHvPfeey7taz0Xbjle6LFNjweWm2abJXauWIONGlD/8ssvTeDOl6UlU4roQA8A4UUj+tpY0FLXVA90+qa3rr186tQpk06vVxroTQ8omk6rHx78TT/gvfvuu+ag58rVYp7QKwg8ufJNPzQBCH73Zk0nN5qVkgxzd8hlbwSp3JB6znb55a788ki+ZHxgLF9Y5KVmIsP/u/orUXtPiFR/S2RyD5H77vB8vQAAAEgx9HvxxYsXnf5Ns4o0mONKPxZ3aWDE/gT4pUuXTCDuzjvvTHTe+vXr28yr47///vtN0EPH+scff5hzGnrOw74UnlbOSajsVp06dcRX9MSrlhzTC5KdWb9+vTmpasmU0MyIxLIVnJVk1NJmrtATxZpVZgnU6YlcDZR99913pm+XMxMnTozvsaOl4DSwWLFiRXHXnj17zHb+6aefTDDLGe3hpBdvWwJiuj+TKtem2SuaFTRlyhSnf9eT6npzRk9868lw+75L8C/N7NTXhT19rT344IMeLVPfV/b0dZIUPW7o61DLauprVulrUt+bCWUT6nI1U0jpe1cDVg899FCS6xoxYoQ5V2upjqXBKz2OaXZaQkHa7du3m9KLlvOlOrakygRqkEkDYKNHj05wmXpzRp+39uq65557xF80EK6ta+bOnRufEaqBO2fHaU160CCeJVtWL5zQUojp06dPMtCvwURvyZ49u7nwAMlDphi8Rkv+ae1XS0BM36Bff/21QzNS/WCjVwg1aNAg/iot/V0zyvxFr9rQoJM2gtQPsL4KiOmB1ZUrtexpqrVm1wEIDXrlzqWmpWRm5QJ+X3eb//cai3Mhzd8p/RL8wZMiY58RiXRsKO7U2YsijQeJTPDdla4AAAAIXXqSWAM0ejW7ZinoCdmEaPaQfgfWq/Y1eyChk6nu0mwjPcHp7CJVzezQrK3ESoh16dLFXM1vf1JUn5f2u9GAmFbH0d4w9hKq+pJQMMhb9Plo+b/nn39elixZYrJXtFTcjh075IMPPjAnuDUoqFkYejJdMw+c0fM0mrHirCSbZlbpSd6keqzpCfthw4aZ4Jgl4KlZZnoCXzOuNLim2Tk6xqVLl5px67bUUmqafbdixQrz0xN6Ul1PvGvgU1+Duq91XXrT5WrAQQMgei5I16HbqlSpUkkuV4MHGrhzN0tDA3u6Dn+e7Ictfd3Pnz/fBLst5y2t6ftBjxeaGeVK/ytrzgKvCQVj7RUuXFiWLVsm9913n7mvxysNHmtJTj3GaGUr7Xmn49L3jbao0feRZldp772EShk6e+1qMFCPWZqVpPT9rZlqmjGp7xddj6VMX8+ePeXuu+82x1EN+ui505EjR7q0Lg22a9lYdzIitfyg/i9IqF+Zr2ggzhIg1/M6erzU87H6v0izm/X+gQMHTBBRq3rp/lD6OtJjyW233Zbo8vV15e2kB93n9CRMvoibrhTLBFwomagfNixlCDStUz90aepsQrTJqkbfLVeL6YdDDazZf+j0Jv3Qpo0M9UN2Qlep6dUA3mqCq/+wXK0JbJEnTx759ttvvRYUs28Qq1Li214/WFvXetcvAZQsgC9oSUPN4AqExVULSe0ciV+llKhZ/4g8+qHIRTcanvdvI/J2az3YSKji+BD89Iup5cSL5aeW0XGnDjvg6fHBuu+Efk7l8wMAjhFJ01KBnvbQKlSokMvZSM7oiUu9EDah7/zWtH2BnmTWQIczmtmjASb7koF6AldPKNerVy/BZWtGhXVGimYYjBvnYtlyN/Tp00c+/fRTlx6rn500203PVTjLWNLyZXqxs57jcTVjQU/gv/HGG4k+TpengTTNxklo2bovatWqZV437mbs2J/3sPRx0+CnZoA5o8EAzbjRVhrOzpsk5c8//zTr0YCbfl5wRs9zaXBVyyhqphifIfxPX3camNWqVa6eC9MSfvra1nm1rJ8rrwXtR2c556TfU/TYoW1jXKVj0+OQrlOrcCU0Vj326AUE+p7ztMSgJiXoerQMY0I9ES3nJzt27GiOZdrixV2aGfvWW2+ZLKyELkDQbCvtyaXH2aQyrnxNg4F6DlermSVU8Uv/v2hpVA3gJ3Xc0ICiBtsTOj54SktnarnWcBARwHPWBMXgFfqhatasWfH39aDnSjBIm0rqgdhCr0Swb8jqLfpBRaPzOlb9gFWiRAlTwsG+Yau3gmJ6hYVeMaBXPek/AG2kGAgExW7hpDf87dUtx+XDPYlfPekLpTKkkn/rFJVIT4NUa/eINB8scsSNsT9ZR+Tz50RSOzaeDgUcH4IfQTEECkExABwjoBfk/Pbbb+bCXj1pq1k/mmHlSiBFzy3oCUzNGtHMAl9/XtIT3JrJoKXYNPik5yU0G0rHrSe1NSsqV65cAduperJTy79p/zOtrKPBB72YWs/PaHDS05P8zoJilnM9mu2hGR26PTQrRLeDXtStF2l7g57z0aCIZh/p71otScsw6mtELxi34MLc8KbZRFpKTwPPLVq0SLIUZ1KtXjQjU9/H+p7OnDmzWZ6+ZjWr1pufc7XcpwavNGioF4Lpa1bfk5rhqz0HvUGPQ5oNqkF3fd9rlpP2JdPMSVcyNP1N38camNTyuXpBhF4Upxdr6Hs6qcwwV3EO4haCYghpevWDpvXaR8Ptm9I6o+m/1mUF9IOaHnSS888jIXqVmH0pR22Gq1dwWJdP9FZQTIN9GvTTD8zJucotuQiK3cI/HATC4SuxUmDhroCse849BaVJbttjnssOnLwVGNt4qzSAS+4rJ/JrD5Fs3u8F4WscH4IfQTEECkExABwjAO9/rtMSbUqzpyw/k1MBILGgWKDwHQMAx4fgPWdNzRkkm37YsKZXLbgSEFOa7ml9VYDW+PVm80Fr9gExpVcn+OIqqevXr8dnwGkdWgApU/600XKzeWlplsvD4FQyNF11UKJmbfPsA0WhnCJ/DhRpXMH1ef7YLFL9LZE9t8roAgAAAAAAAMGGoBiSRcsAaEqpNS1P6A5NK7b21VdfmdRaf7E0mPSm77//3qROa61frWMNIGWbdW9BWVmjsN/Xq+2BI2dvl/Xnrrg/c+b0IjN6iTzjRpmXrYdEqvYR+XuH++sDAAAAAAAAfIygGJId/LGnNWHdoU0K7UsaWvcnCzWalfH++++b36tXr27qeQPAvVnTmayxQKi4dJ/UXL5fbribNZYqWuSz50QGP+b6PMdjROr2F5lie8EEAAAAAAAAEGgExZAs8+fPd5hWoUIF907WVqzoMG3ixIkSqqZPn256palvv/1WihUrZko0tmzZUkaNGmWy6wCkXBoY+6J8Hr+vd9mZyxI1e7tMPnLevRm1xnOvh0R+elkkTSrX5rl8TaTVcJEPZ+qVAh6NFwAAAAAAAPA2gmLw2Llz52Tt2rU20zJmzOhyPzGLkiVLSrp06RyCbf5qrOdtQ4cOdZh28uRJEyx7+eWX5Y477jB91N5++205dOhQQMYIILA6Fc4qV5v+10/Rn1qtOSwRs7a5nzX2aA2RhW+L5Mjk2uN1+a9+I9LtS5HYOI/GCgAAAAAAAHgTQTF4bOPGjXLjhnas+U+BAgUkQrMK3HkRRkZKvnz5bKadP39e9u7dG3J7Z8mSJbJixYokH7djxw4ZOHCgFClSRLp3724CjABSltSRESZr7OdKtsc/f9GssdnH3ezfWKOMyIp3RUrkdX2esfNEHnpf5MJlt8cIAAAAAInRFhz2Ll68yEYDACSIoBg8tmnTJodp9sEtVzmbT4NuoebDDz906/GxsbEyevRo04ft33//9dm4AASvNvkzy/nGJQOy7uarDkmmudsl9oYbWWMl890KjNVwoz/azH9EavcTOXzao3ECAAAAQEIXHdvbunUrGwsAkCCCYvDYvn37HKblzetG9oCVcAmKaUnECRMmyMiRI6Vv377y+OOPS+HChZOcb/v27VK7dm36jQEpVMboSJM11qt4dr+v+0LcTUk1Z7ssPnXJ9ZlyZhZZ8LZI2xquz7N2j0jV3iIbHf93AAAAAIC79EJjZy0stCXHP//8wwYFADgV7XwykLQjR444TMuaNatHmy5btmwO044ePRpyu6FSpUrmZm///v0ybdo0+eijj5xexWTpO9aoUSPzwc3T4KKrNmzY4JPl5sqVS3Lnzi3BKC4uztys7wPBZlDJ7PLybVkk7+97/L7uun8dkCzRkXKsXlGJjnShDG6qKJEJL0rEbTklcug011Zy4JTcrNFXbqwbJnJbLgkWHB+Cn5Zrthy3LaWb9X6o9h9F6NDXmXW5cD4/AOAYASSP/l+1/jznyee6MWPGyOrVq2XhwoVOz01du3ZNqlSpIlWrVpWyZcuac1XPPfecFC1a1G+7j+8YAMLh+HD8+HE5ceKEhBuCYvDYmTNnHKalSZPGo2U5m0/7ioULzRbr1q2bdO3aVWbPni09evRwms5/+PBhadOmjSxevNjt3mzuqFChgk+W27NnT+nVq5cEI/0Hc+mSbSZMVFRUwMYDJESPhmdq5JFXdp6T8cf824crJvaGpJ2/S74vk0Wa5Ujr2ky97pfU+bNIule/k4g42z6TzlxrW1UuZ0ujB3kJFhwfgp+eOLl8+db74erVq+an3te+pICvjw+W15zSE3Z8fgDAMQJI3uc6689zKjo62q3PdcOHD5cDBw4k+T982bJl5qbq1KkjOXPm9Nuu4zsGgHA4PowaNcppRm6o40wCPGb58OKroNi5c+ck3Gigq3nz5rJ27Vp5/fXXnX7oW7p0qXz11VcBGR+A4PFhicyy9R7/fWmz9vjWGMm27Jhcc7HX2LUna8nFX16Sm5kSD6Rdb3ynXB7cVg+GXhopAAAAgJRGq9/ohdru3GrWrBnoYQMAggRBMSSrdrO3gmJp06YN60wxZ8932LBhMnPmTKfbbPDgwQEZF4Dgkid1lMka65wvXWDWv+K4TDjqWq+x2Hrl5PycnnKjgPO+aLEVCsvFL54VieKjBwAAAAAAAAKD8onwWLp0jidprXsuuMNZqcBUqVJJuGvatKlMmjRJWrZsabPtdu3aJStXrjQ1sH1h/fr1PusplilTJglG9vV5dZzBmpoM2Pu4QibpWeq6FF+8z+8bp/uu8+Z2qVFxSZ1Ur7GqZeXmikFys+UwiVi7N37yzUI5JGLmm5Ipn2P/yGDA8SH46f9Iy8U4lnI7+jmE8onwx/HB+nOqXtjE5wcAHCOA5H2uu379us15Jf1+Hm6f6/iOASAcjg/du3eXxx57LKTa+7iCoBg8liFDBodp1j0X3HHlyhWHacEaXPG2+++/X7p06SIff/yxzfTly5f7LCh25513Skpk/Q9Gfw/WfziAM8UyRsnN5qWl6d8HZe6Ji37fSOnn75Ix5XLLi0WSCGwVyiWy5B2RtiNFZq0RyZxOIma9KVEFA1MK0lUcH4KbBiUs+8hywkTvh9vJEwQn69cZnx8AcIwAkv+5zvrzXDh/ruM7BoBQPz7ky5fP3MJN+P3Hgd9kzJjRp0ExZ8sPV4MGDZKsWbPaTNu0aVPAxgMgeM25t6Bsr1s0IOvuuvm4RMzaJlfjksgKzphOZOobIi81FZn0mkj52/w1RAAAAAAAACBBBMXgsbx587oU3HKFs2Bajhw5JKXIli2byRizdurUqYCNB0BwK5khtckae6JA5oCsP+3cHfL8xqOJPyg6SmTU0yINA5cODwAAAAAAAFgjKAaPlShRwmGap4EcZ/OVLl1aUhLtK2btwoULARsLgNAwoWI+2X1fYLLGPtkfY7LGYm/cDMj6AQAAAAAAAHcRFIPHSpYs6TDtyJEjHi3r8OHDDtPKlCkjKcntt99uc18buQNAUoqmv5U19lCewJScTTVnu/TfftL7C46NExk7V+R6rPeXDQAAAAAAgBSJoBg8Vq5cOdMg1VdBsbJly0pKkidPHpv79j3GACAxkysXkP31igVkIw3Yccpkjd286aWsMV3OS1+JdP1S5IEhIucueWe5AAAAAAAASNEIiiFZfbAqVLDtFXPo0CG5fv26W8u5du2aQzBNl5s9e/YUtXcyZcpkc79o0cCURAMQugqlS2Wyxtrmtz2e+Evk7O3y/aFzyV/QiJki4+bf+n3eepGafUUO+CAbDQAAAAAAACkKQTEkS/369W3ua0Bsy5Ytbi1j48aNDoG0Jk2apLg9c/Kk7QnfihUrBmwsAELbj5Xyy6H6xQOy7vbrjpisMY/9+pfI69/aTtu4X6Rqb5G1e5I9PgAAAAAAAKRcBMWQLE2bNnWYtm7dOreWsWbNGodpzZo1k5TGOpgYFRUldevWDeh4AIS2/GmjTdbYC7cFphSrBsbWxFxxb6a/tou0H32rfKK9w2dEavUVme34PwMAAAAAAABwBUExJEu9evWkWDHbHjZ//vmnW8tYsmSJzf0SJUpIrVq1UtyemT9/vk2wMUeOHAEdD4DwMPaOPHIgQL3G7v5zn2SZt8O1B+8+JtJiqMiVRErwXrx6q8fYx/O8NkYAAAAAAACkHATFkCwRERHSqVMnm2nTp0+XGzduuNxPbMaMGTbTunbtapabkly5ckXGjx8ff/+NN94I6HgAhJeC/+819mSBzH5f97nYGyZr7FJcIv8XNDNMM8ROuNCP7MZNkRe/EOkxQcTF/zUAAAAAAACAIiiGZHvmmWckY8aM8fePHz/ukP2VWHZUTExM/P0sWbLIU089leg8u3fvlrFjx5og0rlzLpxADQEjRoyQEydOmN8ff/zxFJkpB8D3vqmYT441CEyvsQxzd8iwXaec/1EvhPjyeZEiuVxf4PAZIo+MELl01WtjBAAAAAAAQHgjKIZky507t/Tu3dtm2siRI10OBlnr37+/ZM6ccCbDnDlzpHz58iabTINnFStWlMOHD0tyXL58WZLrzJkz8sgjj0jBggWlZMmS0rlzZ9m6datL82oPtgEDBpjfy5QpI+PGjUv2eAAgIbnT3Oo19mIAeo313HrSZI05VbagyF/vidxbwvUFTl4pUm+AyPH/Lq4AAAAAAAAAEkJQDF6h5f7q1KkTf3/atGk2PbKcmTRpkvzxxx/x9xs0aCAvvfRSovM8++yzcunSpfj7e/bscQjIuUOz1CwZWhZnz551ezkaBNTnc+jQIdm5c6d8/vnnJng3aNCgREtJ6mO1f5iWkSxevLgsWLBAMmXK5NFzAQB3jLkjT8CyxjQwtveSk95hebKK/NFf5KF7XV/Yyh0iVXuLbD3k1TECAAAAAAAg/BAUg1dERUXJlClTpFKlSvHT2rdvL5s3b3b6+DVr1pgAl0XlypXll19+kcjIhF+Sp06dMkEnZ8vy1BdffCE3tZeNlU2bNpkSje44f/68w7TY2Fjp27evCfZt22abGaHr/Omnn+Tee++Vo0ePSu3ateWvv/6SAgUKePhMAMDzrLEnAtBrrOgfu6X9WieZvunTiEx8VeTV+11f2J7jItX6iCx2/j8HAAAAAAAAUATF4DXZsmUzvcQeffRRc18zsKpWrSpDhgwxQSYtU7hr1y6TPaU9sywZWe3atZPff//dzJ+Y7NmzS65cjv1mtOSguzTD7J133nGaZRYXFydNmjSRyZMn2/Q7S8xzzz0nWbM6L0Wm2XDlypWTxo0bS48ePeTpp582WWH6vDUI+Omnn5rH5MyZ0+3nAQDeMKFiPjkagKyx7w+fd15OMSpKZHgHkTGdRCIjXFvY2YsiDQeKfOdaT0sAAAAAAACkPBE37dNkAC/Q0omDBw+WxYsXO2RimRdeRIQpt6hBqYYNG7q83IkTJ5oMNC03qPLnzy9Lly6VYsWKuTS/ZmJpMM66BGNSNFhXokQJ+fvvvxN9nJZC1OczdepUuX7dSVmw/0udOrVUq1ZNOnToIG3atJEMGTKIL+m2tpcS3/Ya7LTO6NMylZrhCMBWxrnb5WKc/48RB+oVk4LpUjn+YeY/Io9+KHLpqusLG9BGpG9rPQC69HCOD8FPSxFr/05l+ZklS5ZEM8wBb9Djg3X/2XTp0vH5AQDHCCCZn+ssFyBbLo7Wn+H2uY7vGAA4PgTvOWuCYvApLQ24cuVK2bt3rwlIZMyYUYoWLSpVqlSRvHnzerRMLUU4b948E9R46KGHEszQChR9nhpA27Fjhzlxpx/4MmfObD7klSpVSipWrGgCY/5CUOwWPpACrttz6ZoU+2OP3zfZq0WzyfDbczv+Yc1ukfuHiBy5FQxxSYc6Ip89J5LaSaDNDseH4EdQDIFCUAwAxwjAuwiKAUjpOAdxC0ExAD5DUOwW/uEAHhw/nJU29APtc+Zg/wmR5oNFNh1wfUH17hD5tYdI1sQzcjk+BD+CYggUgmIAOEYA3kVQDEBKxzmIwJ+zDq/cZAAA4NXg1LpatwUkGHcx9obtxMK5RP4cKNLwTtcX9PsmkRpview97vUxAgAAAAAAIPQQFAMAAAmqkDmt88wtH8s4b4dMPPJfH0AjSwaRWW+KPFPf9QVtOShStbfIqp1eHyMAAKGapcEttLcBAAAAPBedjHkBAEAKoYGx6ccuSMvVh/y2zjZrDkux9Klk133F/puYKvpWr7BieUR6/+Dago7FiNTpJ/LjyyIt7/HZeAEACKWyZfDO9rxy5Ur8/evXr0tkpO+vPc6SJYtf1gMAABCO+BQFAABc0iJPRrnRrJRft9buS9dNOUWbutJad/rNh24FuVK7eH3P5WsiD70vMmqWz8YKAAAAAACA4EamGJAC1a1b16XHdezY0dwAwLoRqmaNdd10TMbuO+u3DRM5e7ucalhCsqeO+m9i2xoiBbOLtBwmcvpC0gvRwNrL40V2HRP5sINIlNWyAABIYc6dOxfoIYRFptjVq1fj71+7ds2nGVyZM2f22bIBAAC8Yfz48eYWzAiKASnQ4sWLvRo8A5DyjLkjjwwsnVOyz/dfr64cv+2U8RXySoeCWf6bWLOsyF/viTR7T2TnUdcW9NEckZyZRN5+xGdjBQAAAAAASGn27t3r8rnnQCEoBqRAderUcelxRYoU8flYAISubKmiTNaYljf0l47rj0rvrSflUIPi/00smU9kxbu3MsaWuzCWcoVEujfz6TgBAAgVGTJkMJng8CxTLFWqVPH306RJ4/VMMS0hffHiRa8uM6WZOnWqDBo0SM6fPy9t27aVvn37SnQ0p8NCxeXLl+Xll1+WiRMnSt68eeXDDz+Uxo0bB3pYAIBEzie7cu45kIGziJs2TToAhBtnX3BT4ts+Li7OfAmyyJQpk0RROg3wmlnHLsj9qw/5dYtqfzObY9yVayIdx4r8vDzhmfJmvZVZdluu+EkcH0LjpOOZM2fM75afWbJk8WmJKsByfNCTcRbp0qXj8wNC/ngaExNjUz4xY8aMHE+TsT2vXLkSfz9t2rRe35a6jgsXLtiUTwyF/4GzZ8+WJ5980q/rHDNmjAl6WVu3bp00atTIbEeLfv36Sbdu3fw6Njg/DmXLli3+Z0Kv6e7du8vo0aNt/hf/+++/cttttwX1ZuU7BgCOD8F7zjq4P0UBAICQ0DxPRrnetJRf16l9xs5cj/tvQtrUIj90F+n1oPMZ0qcRmdnLJiAGAAAA7ytRooQ8//zz0qZNGylZsqRfNrH1RQwW06ZNswmIqenTp/tlPPCOn376yWE/z5o1i80LAPBY2OWLaybIihUrzNVAW7Zskd27d8vRo0fl1KlT5h/n9evXJXXq1ObKkhw5ckiePHmkaNGiUrp0aalQoYJUqVJFcubMGeinAQBAyImOjDDlFAsv3CUHrsT6ZZ3a02zSXfmlVb5MtyboFaaDHxcplkfk+c9F4v5/EiQyQuSnl0Xutiq7CAAAAJ8oVaqUDBw4MP7+Z599Jr1793b62Pr160uNGjXMuZqExMbGytWrV03WnJ7j0UwhvWk2joX+3Z713y0oFxpa7IOain0IAJCUHhTbvHmzTJ48WWbMmCFr1qxxSLOzv6/BMb2dPn1adu7cKcuWLbP5e9myZaVZs2bSqlUrEyQDAACu21+/uCw7fUlqrjjgl83Wes1hqZQ5jaypZdUH8dkGIoVzijwyQuT8ZZGRT4k8UNkv4wEAAICtZ555xvSCOnHihM10vWB5woQJph+bu44cOSK9evWKzxqyLmVp0bRpU/n4449tpjVv3pzdE0JatmwpX375pc1rpkmTJgEdEwAgtIVs+UQNan3yySdy9913y5133in9+/eX1atXmytINAhmfdMrSBK62T9Wb5phNnz4cKlevbrJINMPbta9iAAAQOJqZE8vcc38V05x7bmrEjFrm+3ExhVF/hwoMrCtSLemfhsLAAAAbGm/qHLlyjlsluzZs3sUEFP58uWTL774wmSlJRQUq1atmowYMUIKFChgqgW98MIL8uKLL7J7Qoien3vsscdMTz29iF0viteKTwAApJigmAanNABWqFAh80Fm7dq18cEs5SzwlZiEHm9Z5o4dO6RHjx5SsGBBs15Lg1sAAJC4SL34pHlpv24mDYxdiLUqsXLnbSJvtfLrGAAAAOAoW7ZsToNlyZEqVSrp2rVrgkEx9eSTT8r69etl27Zt8s4770h0tPtFkyZNmiSzZ89O1ljhmSxZssj3338vMTEx5iJ2ssQAACkqKDZmzBhzNYjWpdbSh86ywJxxlg1mHUiz5yybTINxut7ixYvLd9995+NnCgBA+NDA2A8V8/ltfZnm7ZA/T1/y2/oAAACQNE8zwpKi7S80uOasp5g3aK96vVhagzIAACD0hURPMb0SROtPr1y50iYjTCUU2NIrfzQ1PlOmTJIhQwZTczgqKsrctNGq3ixNWjXgderUKbl+/brDcuyzx7T+dYcOHUxgbPz48ZI3b16fPncAAMJBuwKZ5f48GSXzvB1+WV+tFQfk8fyZ5LtK+ZO3oPF/iJTKL1LdvxlvAAAAcE3WrFmlZMmSps2Gt+l5o06dOlE1CACAMBLUQTHtD6ap7UOGDIkPWFn3AdM0+fLly5u+YlpXWOtIFy5c2JQ61A9F7tKrfvbv329u//77r2zevFlWrVolW7duNWOxXv9vv/0mFSpUkB9//FHq1avn9ecOAEC4yRQdabLGHHp/+cj3h8/L94e3eV7CcfYakU7jRFJFi3zbTeSRat4eIgAAALxg6dKlPtmOffr0kY0bN/pk2QAAIDCCNih27tw5adOmjQk+WWeEFSlSRFq1aiWNGzeWmjVrStq0ab1ap1iDbHpr3rx5/PQzZ87IggULTDPPGTNmyKVLt0oyadaY1jIeNWqUPP/8814bBwAA4UyDVA3+OiALT/mnxKEG4a41LSWpIhPvM2pj3R6RRz8UuXFT5Op1kTYjRIa2F3m9hV4h48vhAgAAwE3J7U3mzOeff24qBAEAgPASlD3F9uzZI9WqVTMBMUtWWMuWLWXhwoWmlvP7778vDRo08GpALKlmsI888ojJCjt8+LAMHTpUcuXKZf4WGxtrmroOGDDAL2MBACAcLKhaSP6sVshv60s9Z7tsPOdin4mDp0SaDxa5YNesved3Il0+E4mN88kYAQAAEBx+/fVXeeuttwI9DAAAkBIyxVavXm2apGqPLw2G1ahRQ0aPHi2VKlWSYJA5c2Z5/fXXTWbYoEGDZMSIESYwpmUetcSjTgMAAEmrkT29XG5SUtLN9U+fsTuX7pWXi2aTD2/PnfCDzl2WyBYfiBw+4/zvny0Q2XdC5JdXRTKn99lYAQAAkLCpU6ea3vMnT550azPt2LFD1q5dayoTOaPnoT755BPp169ffBuNQLh27Zq5UFzPheXP/1+PXO2bppWM9ILx7NmzS6NGjSRPnjwuLVNbg+jt+PHjcuXKFcmdO7cUKlRIqlSpItHRyT89eP78eVm+fLkcPHjQ/K4Xk+vy7733Xq9d1K7n33S75MiRwyzXU7odNm3aZCpAaXUobcGi2/Guu+6SokWLJmuMcXFx5qJ+HWv16tWdnvfUVi26XsvzCJZzngCQUgRVUGz79u2mbKF+qEmXLp188MEHQVuWMGPGjKbXmX6Qatu2rezcuVMGDx5ssspee+21QA8PAICQkDbKv33GRu45Y25O+4xdj5UM/2PvPqCjqP42jj/pBAghhCpFeq/SmxQFlWIvVGkCduwooGLHghULFkCRJgiClD9FBEXpokjvvYcQAoSQ9p47vBvTs0l2k93N93POnt2dTLmZTXZn55n7uwPHy2vzoYxXsvgfqe1L0oIXpHKhTmsrAAAA0mbGgLeXqfhjhsMwvb/M+GA1a9ZMMxQzIcaAAQO0aNGiNNfz2GOPWbekTOhjQjZHWbdundXOOXPm6OzZs1b4ZwvF5s+fr2eeeSZZEGjOTS1cuFC1a9dOc30m/Prss8+sykemKlNazHmsO+64Qy+88IL1OKtM0PjOO+9Y7TMXi6dUqFAhdejQQb169VLHjh2zXOrSBJV//PGH9Tv88MMP1u9vKkhlNRQ7evSo1U6zbw8fPpzufDVq1FD//v01bNgw69ykvW1cs2ZNYhtPnjyp+++/P1koNmXKFOtCerO/UjK/y8SJE9N9HQEAHhqKHT9+3Bqfy1ylUaVKFc2dO9ctPgzMVSR//fWX9WFnDlaGDx9uXVVy55135nXTAABwGyak6rjmsH7NxXHG4rtUl1eS8cH8Z66V3y92nmDZfFBq/sLVYKxhzq4mBQAAQNYsXrw4w5+bXjjz5s2zAqbVq1cnjlOfkYsXL6pWrVrWzYxz//XXXyf7uRnbvk6dOqnGps8J0y4Tqpm2mtuhQ2lfnGXGNjNVi1L+HhcuXNDnn3+uTz75JNUyJkgyIZ4JaEyvOjMsiDlfFR0dbYWK5vdbsGCBta8mTJign3/+2VpX+/bt7W7/1KlTrXaZdTZt2tQK1kyvp0uXLmnt2rXW8CM7d+60AjNzM/vLVIQyvbJM7zFb6GQev/jii8l6lG3evNla//Tp03Xw4EFll+nxZ3r+mQvvTUhYtWpVjR8/Xp06dbJ6y5mec7/++qvGjRtnvRamveb3MPvUzNetW7d0e/OZXnvm/KV57U6cOJHmfCbcHDJkiNV7LKMwtF27dtZrVr169Wz/rgAANwrFzIe4CcQOHDigtm3bWldtmG7g7sJcmWOuOjIHAmPHjlW/fv1UrVo11atXL6+bBgCA21jeorxWhF1ShzXpX7npSN4Ld2lP+0qqWMDHen6lZyt5HzyjAu/Mt28FpsSi6TE240mpy3XObSwAAAAs5pzRtm3b0t0bZiywb775Js1eSxkxgc2IESOsxyacShmKmXCkZ8+eDnsVTFhjelAFBQVZwVV6gZgJk8z5JhPmmN/JnDtLGbqkFRoOGjTIKoto9lfSXlWm55Y592Zuzz33nBWIGeYi9b59+2rGjBlplv1Lyexjc2G40aBBA2s7tlDL/E633nqr9fuZXmh///23NT0iIsLq2ZYW8zua5U1PMBPMZaU3YHpMuGmqO9l6/5k2md5cBQv+VwbdBIXmZi52Hz16tN54443EHoa33XabVSXKtC0l0+vQhGGmd50pv5hWKGZeU3PR/N69e63X78Ybb1Tx4sWt19CEaabMpI35vYcOHWoFdAAA58pan2UnMV2SzYeJuermf//7n1sFYkmZ7tvmw9NcXXTfffdZV8YAAAD7tQ8tqIs3V8u1XVZ1xX4N23b66hMvL11+4TbFT3hI8r0alGXqwmWp+xjpiyVObScAAEB+ZXr3mOpCv/32m9WD55FHHslwftMrypSoM8uY3j+uypQRNAGICb1MTyFzsXhaY1+Z3l6ml5Pp8WZ6Xz311FPJqh2Yc2lJmQDKlP8z+82UC8yozKDpQWUCnaRjlpkLvcPCwjJsuykVaAsQDfM4rXHDTDhmep+lHLOsbt261mtkgiBzM+Nw2dphljG91kxPLBP4de/eXdlh1nnXXXclBmLmwnVT2jBpIJaUaaMpb/jSSy8lCy5NcGjGmUupcePG1nQTmq1cuTLV72hCNRPCmWDuu+++s15Lsy9ee+01TZ482Qp2zQX1Sa1YscKqRgUA8PBQzFxVYermmqtHzFUS9tbrdVXmAM0EY+bDzoR9AAAgawr+/zhjueXTQxEK+eNk4vOE+9tJi0dKwWl/YU4lPkF66Cvpucnmm7PzGgoAAOBhzNhOpudMRrdy5cpZgYbpcfPVV19ZYUlGKlasaFX08fPzs3oJmeeuyja+lgm5TK+klEzPJdPzzQRVho+PjxVALV++3ApvTGlB08Mpaaj10EMPWT3KzJAkpmRiRkyvMdOTKylTTvGjjz7KcLmRI0daoZNh9nObNm3SndcEP3fffXeyaVu2bEm3JGJAQIDVc8us1/TCSquXlj3MfjLlDW0+/vhja92ZMUFhyiDx8ccftwLJ9JgyjCnLHpptm4v+TWCWVrBn/q5NecaUzNAsAAAPDsVM1+zBgwdb9YZNOObv7y9PYIIxWxf0pUuX5nVzAABwSyYYqxeUe8cGJhhLHKehYz3pz9ela0vYv4J350n3fSBFRTutjQAAAMia8uXLu8UuM8FKSk2aNLHKIKZkQkIT1JhyfEmZ0ND0wDLuvffeZD3K0mMuUk/JlFC0hV4pmbG+/vnnn8TnJvjJLGwyZRnT6m1mj+yEmvv27dP777+f+LxGjRp2j5VmgkrToyspEzKaHnoZSVn1yoRkpsdbmTJlMtz311xzTbJpZlwzAIAHjym2a9cu66ofE4iZq1M8iek+ba56MYO6msE7AQBA1m2+vpJ+OhGpOzYey5XdV+zPU9rYKkDXhRSUapeX1rwh3fq2tH6vfSuYtUY6EibNGy6VyNnA6wAAAJ6udOnS1lhUGTFDU5jeS9u3b7d60WzcuDFL20irrJ8rMr3AUurTp4/dy8fGxlrjfNlk1HsrqYYNG6aaZsonmmFO0vqZ6fmUlD3Bm+l5VaJECevi+KTBlT2yU1HKVHAy+yO9EpOZue6669SyZUurZKXNn3/+aV34nt45vpSvn/nbtudcZ/369a1SizZHjx7NUlsBAG4WirVu3dohA2e6qqlTp9p1cAAAANJ3e+kghXWqqtCle3JlNzX+87B6XBOkaY2ukUqHSCtekXp/JP203r4VrNkttRgpLXxBqlHW2c0FAABwW6ZEXspxldJjevqY0oCmnGBaYzx5IhOs2MuEVUkDFRM2Lly40O7eUWb8rJQ9wtIKxZIGOEZkZGSm6zfnxkz488svvyROu3DhgpzBhGEzZ85MNq1BgwZZXs+AAQOShWK2HnSOvvA9NDQ02XMzBhkAwINDMU9HIAYAgGMU8/dRfJfq8l64K1d26fRjkZp+bOfVsc0KBkiznpaemSx9uMC+Few7KbUcKf30nHR9bWc3FwAAIN8wY0VNmzZNERERed0Ul5IywPn0009ztL4jR46kOf3y5cvJnl+8eFFnzpyxKkFlpQxicLBzqiqYsb9SBnWml1pWtWvXLtW0pGOUOYqvb/JTs0l7uAEAnMMjQjHThd7UMzZdlU2taHMli7t0jwcAAPZfbGJCKq8FO3Ntl5ltXbmluvxMOZQP+ktVSknDJkrx/z/2WEbCL0qdXpMmPCz1bpsbzQUAAPB4BQsWtHqNzZ07N6+b4lLWrVuX+DgoKEj79+93ynZKlSqVatrff/+danyzlIoUKZLseUZjbeXEhg0b0vybySrTg9G0OWnPLTNMiinlGRISkuN2AgDyjrfcWFRUlHr37q26deta9z169LBKMpqrTcz9e++9p7177RwDBAAAuAUTjI2rk3ogcmfxX7RLK8IuXX3y6C1Xe3+Z3mP2uBIr9flYev1HKcGOIA0AAACZaty4MXsphaSlE01PqStXrjhlH5nxwVKaP39+psul7GHWtq1zLho7depUqmmmN1t2LsirWbNmqulJx0UDALgntw7FnnnmGavLfEJCQrJbTEyM1W38ueeeU/Xq1dWhQwdNmTLFaQcEAAAgdz1SMUSHO1bOte11WHNYtVb8/9W23ZtIv70ilS5q/wpenC4N/Ey6EuO0NgIAAOQXKUvxQVYPpozG/nIUU1awUqVKyabNnj1bx48fz3C5rVu3Jj5u3ry5015DU8oxpeyW2ixaNPXxflhYWLbWBQBwHW5dPtEMcJl03C4TiJnnTz75pBWEmatk/vjjD2tg0b59+1oh2qOPPmoNzFqsWLE8bTuQl0ypCXv079/fugGAKyoX6Ke4LtXlk0vjjO24eMUqp2jGNvNqXEVa+6bU5S1p62H7VjBphXTojPTjM1LRQs5uLgAAgMfq0qVLmuFHfnbp0v9XNvh/Bw4ccErwZIYu+eijj3TXXXdZF6Xbtm3OuX3//ffJztPZ7N69W6tWrUosZfjyyy/LWfz9/R0WiqU17lmhQhzHA0BGJk2aZN1cmVuHYmkFYi+99FKyD9chQ4ZYg1QuWLBAH3/8sV588UWNGTNGDz/8sPWBnZ3BNgF3t3LlSoeGZwCQV7zzYJwx74W7dPLGKipZoYT0x2vS3WOlZf/at/DyLVLrUdLCEdK1HIMAAADAMQoXLqxz584l65nlrO/0rVq1sioyDR48ODFwWrx4sXURuhnKxLTFxvQgGzhwoOLj462xzsxyZrwuZylevHiqaTt27MjWuvz8/OxaPwAg+UUZ9p57zituHYr17NlT48aNS3zeuXNnKxRLydfXV7fddpt127Rpk0aPHq13331Xn332mRWOPf/88wySiXzFlDuwByUpALgLE4w9te2UPtifvGyMs5Ratlcf1i6pYZVCrgZcD30lfbPcvoW3HZGavyDNf0FqUsXZTQUAAEA+YEr9JQ3FlixZokceecRp2+vYsaPV+2vUqFGaN2+edbH6rFmzrO2a83OlS5e2SjiasMyM6XXDDTdYgVnZsmWz3XPLHuXKlUs17e+//87WuszYbEkVKFCAi+sBwI7zyface87L4MytQ7H3339f11xzjdasWaOmTZvq2WefTbObdlKNGjXS3Llz9ddff2n48OFWOPbVV19Zj4cNG2Z9wAGebsWKFXndBABwuPdrl9RD1xZVddvYX072xLZT1s0EcvrqQalyKWnkNPsWPhkh3fWetPtjyT/1FagAAABAVk9Cmqvzbf7880/t27dPlStnbxzeBx980OoRdv/996c7T5kyZaxqTeYcmwm+qlatqhMnTmj+/PnWz805O1NmsVevXmrSpIk1zfQYc6brr78+1bR//vnHKvWYVs+vjKQcP6xNmzZZXgcA5Df97RyOJ7Mcx5m85cZMDzDTy+unn37SyJEj06wbnJ7rrrtOS5cuta5gufbaa/XCCy+oevXqmjx5slPbDAAAnKdaIX9rzK/cZEo3xiRIGnGnNHWY5G/HNUcBfv8/L1+qAQAAkHONGzdO9tz03Mru2F3fffedZs+enemV/iZsuvnmm9WyZUtt3LhRCxcutAKyI0eOWLd169ZZF7TbArHcYEozpqx6c+HCBev8X1Zt37492fMbb7wxx+0DAOQ9tw7FHMF8oJkP7PHjx1tXjZgUs0WLFlbvMwAA4H7M1UZW761c5L9ol1aEXZJ6tpGWvSQV+28chTR9+4jUumZuNQ8AACDPxcXFyV2kdfW6OWfkytLqIbVo0SIr3MqK3377zaqmdNNNN1kXkafn119/1a233qpOnTpZw5OY8cJchenlltLUqVOztI69e/cqPPy/0uyBgYEaMGCAQ9oHAMhb+T4Usx3smMFBd+/eraefftoad6x169ZWF/FTp07l8UsEAACywwRjQysE59rO67DmsPwX7pTa1pJWvyFVKZX2jG/1ku5rnWvtAgAAcAVRUVGppkVHRzt9u6bHVEbP0xIQEJBqWtKAxBWZ81iml1RKjz32mJYtW2bXOn755Rf16dPHKnFoxgpLz/Lly62SiCYoGjNmjJwprdcrs9fw4YcfVrFixZJNmzNnjg4fPmz3dk1VqqSGDh2qkiVLytHs+XsEADgWoVgShQsX1jvvvKPNmzdbV7p8//33qlmzptWLDAAAuJ8v6pXWnvaVcm17poyiKaeYUK3M1WCsZYpSjg/cIA2/PdfaAwAA4CrMWFNpBU2xsbFO3W7K4O3KlSuZLlO0aFH5+Pgkm7Z169Y0542MjJSzwpGsjr/1yCOPpPn7mwDLDDuScowsGzP9pZdeUs+ePXXp0iUNGTJENWrUSHdec2G56Tlneoc5O9S5fPlylsNU065x48alCmXNECz2ML+b6f1mU6VKFY0ePTrDZez5u0qL2d9JEZIBgPPZMehF/mIOxsyHqzkQMPWPt23bZl1h8u2331rhWL169fK6iQAAIAuq/P84Y94Ld+XafjPb+qfttar/y0tSv0+lmaulzg2kzx4wXdRzrR0AAGTGnIDN6ol3XGX2W9IT2M7Yj55ygtycZ0k5PpMtfDAXJptx353l9OnTyZ6fPHky02XMmPWVKlXSnj17EqctXrzYCvZKly6dOM2MoWWCFjN2VoECBXLUzrTCNXvamlTv3r2tHk4rVqxINt38bZpzWt988401/pcJeUxPKrNN87qsXbs2sTykeS1MQJYe0+MqIiLCerx//341atRIrVq1Urly5VSwYEF5e6d//b3pWWZ6W5kL0DMqzZjZPjh+/Himy5nzen/++WeycGzatGlWVShTGjIjH3zwgfbt25fY5lmzZik4OOMKFCkDx5RhV3oOHTrklJAVAJC+fB2KmYE2zUCgf//9t3UzA4SaECxpnWhrXJKEBGuMMTMwqLmyxtxSXjEEAABcf5wx04srtzT4/aAaFgnQpulPXO0xNqij5JevD70AAC7o4sWLed0Et2WChqQ9Vsy5hIwCgfxs7Nix6f6tmfJ7EyZMsKr3OJoJb5IGW7awwgRx9evXz3DZG264Idmypv3dunXToEGDrLaaMbV+/vlnffrppzkOxIy0xrY3ZQrvueeeLB3zmhDo9ttvT/V72y4E//33361bWsyF4CY48vPzS3cbRYoUSRUGmf2QVSZIM+GTCegyYgK7lFatWmXXNj766CPr/9TW68uc37vvvvs0f/58tWnTJs1lZs6cqREjRliPQ0NDNXfuXDVs2DDT4NWMQZbUrl27rL81ExSmx+w7M4RLyt6TBw4cUMWKFe36HQEAWeeV4CmXHdnB1A5euXKldcXM6tWrtXPnzmRXXaW1K5IOrmp+bp6bq2ZMz7HatWvnWtsBRw4QnI/+7ZMN6pz0iitTToFwG8if3toTphE7z+TqNk1PtbTej2Hn/ouPTxzHw3ZvrtblxCNy4/gh6Rg45mpxjh/g7u+nth4e58+fz+vmeFwoZsahcuZnky2McIfPQHPRseldY3r5bNiwIVVvmJTM97MWLVpYvYeuueYaPf744zlug+np89prr6UZ2NStW1evvPKKtc20xg+znUMywU1aY6EZ5tjOrMNUF8rJ39C///5r7auvv/462UXatm0MHz7c6gFWpkwZu9drQhrTI2r9+vV2L3PnnXfqvffeSxV6pfXZaF6fGTNmKKdMuDhv3jy1a9cu1d+02Rfm/N2AAQN09OjRVMua/T5s2DBVr56iXHkaPv74Y2uMNNs5AfNZbkpAmn1keq2Z18FcJP/VV19p8uTJiWO0TZw4Mc1x2pIyAZYpW2l6Daa1T03ZxfLly6c6B2GWM2Uqly5dmmYga8JN0zYAnodzlHl/ztqjQzHzAWquqlm0aJH+97//affu3Yk/S+/XtvfFMAdNb7zxhp566ikHtxpwLEKxq/jAAZDUicuxKvNL8qs5nW13+0qqWsifFyIbCMWQVwjF4MmhGByzP5OOd2R6C+VGWOUOoZjpbfTYY49la1kTIKTsPZMVpsqPCYXs6QVpekSZHkOmd1BaTMnEhx56KFWIbHo3vfXWW+rYsWO222lKAJpShqaKkT1MqFKnTh2rl5M9zLms6dOnW72k0ipdaZi/IxNImVCnffv2WWq/udh84MCB1rk383+Q1thf9qhcubIVSNnCSRNimrDozJkzdo03Z0K8999/3+rBlxET0JrzeOa1Tmt8O9vfQ9u2ba2/XdPbLiNmyBUTnGUW+Bom0Pzuu+904403WkF6rVq1rNKT9ixngkF7gj8A7oNzlFcRijmQuerDfICaGsrm4MV2cJFZLzCblPOZq5RMfWRz4GHqSfv6+uqvv/7S1KlTrW7Opuu86TVmBmEFXBGh2FV84ABI6zM/N8cZMxoVCdBfbbNYCmX7EenjhdKHA6SA9EvZeDJCMeQVQjF4GkIxx+9PQjHPZ3qpm948preSKYVnSuk1a9bMraoAmF5JZtiQU6dOWWGhCVZN+Gh+j8zGykqL+bt/8skntWzZMv3yyy/WeGKmZ50J+sw2TPhuzseZAMgEW+ZmwjPT684Eljt27LCqN9nG4Zs9e7buuOMO5dZ3ANN70ZQ3NOGY+awvUaKE1UPR9Aw04aMjcA4CAO8PGSMUy6ErV65YNX6nTJliBWHmecqAK72DlaTzmKu6mjZtal0lZK7WMd3oixcvnuZypi7wE088YXVvN8HZDz/8YC0LuBpCsas4IAWQnoq/7NXBy5lfhZon5RRPnpNajJAOnJauryXNeVYq5pgv6u6EUAx5hVAMnsh2Ehru+x7h6r3E4NnOnj1rlXM0pRm///573XzzzdkK5014ZkoLmsDx2Wef1TvvvCNPwjkIALw/uO45a7ce7d1cXfLuu+9aA7LaxpfILAhL+nNTu9hcBWK6iF9//fVWqJXRYKJJmauDvvzyS3Xq1EkPPPCAtbypPdynTx+H/G4AACB37G1fUXMPndFd287l2i43PdR2tquk6oUzKKd4KVrqPuZqIGb8tl1qNUpa8IJUpXSutRUA4FkIVBzc6zxJQGUes3/hycy5N1NW0JQ7NMFYVgOxpEqWLKkvvvjCGjeLsq4AgNzk1qFYvXr1rGDM3iDM39/fCsHMgJWm7rMJwUw5xJy45557dN1111n3/fr1s7pfv/rqqzlaJwAAyF0dQwJ0tEVJlV1zKte2WWPlft1SopAWNiuX+odxcVKfj6X1KcY923nsas+xecOlljVyra0AAADI38y5NTOGmAnEDFM9KadM6UZzK1u2rANaCABAPgjFTGkC86GcURBmPli7d++url27qkOHDlYPL0czA6yaAUYffPBBvf7669q7d681gGZulE0AAACOUdDHS+GtSynkj5O5tksXnb4orwU7ldA1RcD17GRpzrq0FzoTKXV8RZr8mHR3y1xpJwAAAPK3mTNn6vfff7ceh4aGqlKlSg4pxXjmzBmrghMAALnFrQtR16pVK80wzAyQaQb8XLNmjTXQ52effWaFYs4IxGwCAgI0ceJEKxSbNm2a1Z3cDCIKAADcS+zNVfVYxaK5uk0TjG2NjL765NP/SR8syHiByzHSPe9L7841Bz+50kYAAADkXz/88EPi4wsXLujKlSs5Xue4ceOsKlBt2rTJ8boAAMgXoVjt2rWThWHlypWzgikThI0dO1bNmjXL9TaNGDFC7733nhYsWKC7777bGlgTAAC4l4/rlNL+DpVzdZt1fzugpou2S6/Nsn+h576XHv5KiuV4AwAAAM5z5MiRxMfR0dHWeGA5YS4o//LLL/XJJ584oHUAAOSTUKxOnTqJj804YVu2bLHG9fLz88vTdj311FNWneX58+dbJRUBAID7qVjQT/FdqufqNjfEe6vK6wOVUL2M/Qt9sVS69W0pMsqZTQMAAEA+lrJc4muvvaa33npLly9fztJ6Nm/erKFDh1rLm2Ctbt26Dm4pAAAZ80qwDb7lhjZs2GD1BjNji+3evVvXXHONXMWxY8esnmtmvLPPP/9cQ4YMyesmIZ/KaMy9/MT02oyMjEx8HhQUxLh/AOx+fyj/y14duRyba3us2PlLOvrpbBX4Y4f9CzW4VlrwglQ2VJ4mPj5e4eHh1mPbvRmU3dvbra/vgpu8P0RF/Rc4m+8djBsMgPcI5Ed//PGH7rjjDuu4LCkzvtidd96ptm3bqnr16ipVqpQ1fElsbKwuXbqkkydPat++ffrrr7+0fPlyKxQzw56888476t69u7WOkJAQjzuu4xwEAN4fXPectVuHYuYLqjlxZT5E58yZI1eyffv2xJ5shQsX1rZt26yQDMhthGJXcUAKIKfvDxvOXVbTPw7m2o70j4nV0i9+1vWLN9q/UNliV4OxBhXlSQjFkFcIxQDwHgEkL3n4zDPPWOUTs+uuu+7S888/r6JFi1phmEEoBiA/4Rxl3p+zduvLMMyVmtWqVVPlyrk75kdmzIv38MMPJz6/ePGi3n777TxtEwAAyJkmRQsoNhfLKV7x81W7R2/Xa/e1t3+ho2elNi9K/9vkzKYBAAAgH+rZs6eWLl2qjh07Zmm5gIAAa9lff/3VqqZkAjEAAPKKr9xcw4YN5e/vL1fy8ccfa+XKlYlppwnJZs+ezeChAAC4OR8vLyV0rSGvBTtzZ4NeXnqp743aXypEX382T96xcZkvc+Gy1G2M9NkD0pBOudFKAAAA5BO1a9fWDz/8oF27dmnBggVau3at9TgsLMwaX8xUXTA9v0qWLKlGjRqpZcuWat26dWIQlrL8IgAAuc0jQjFTl9iVTJ06NdW0Cxcu5ElbAACA45lgbNmZi+q09kiu7N6JnRvrUMlg/fjmNAVfsqNcTVy8NPRLae9J6a1ekoeN0QAAAIC8ZcYPMzcAANyN258hGT58uGbMmCFXYgYHTVoT0zxu0KBBnrYJAAA41o3FCykuF8sp/tKwqlq/M0QHSwTbv9A7c6UeH0pR2R/3AQAAAAAAwFO4fSjmil544QUrGDNlE83N1E5+44038rpZAADAwbz/v5xibtlasZRajH1QG6peY/9CM1dLN7wqnY5wZtMAAAAAAABcHqGYE9x6661av369Ro0apVdeecUq79i2bVtnbAoAALgAE4wtaFo2V7Z1oliQ2o15QPOa1bR/odW7pJYjpV3HnNk0AAAAAAAAl+b2Y4q58lhn5ga4ovbt29s1X//+/a0bACBzXUoWVswt1eW3aJfTd9elAv66Y2Qvvf/1Ig37ebV9C5nxxUww9tNzUttazm4iAAAAAADIZyZNmmTdXBmhGJAPrVy50qHhGQDgKl/vq+UUiy/Zo7CYOKfulngfbz0xtKv2lQ7RB18vkndCQuYLnb0g3fiqNPFhqRe92AEAAAAAgOMcOHDA7nPPeYVQDMiH2rVrZ9d8FStWdHpbAMATnelcVb+euaSOaw87fVsf39ZKB0qFaNq7P6hgdEzmC1yJlXp/LO0/JY24U/LycnobAQAAAACA56tYsaJd557zMjjzSkiw57JiAO7KK42Tnfnx3z4uLk6RkZGJz4OCguTj45OnbQLg+e8P5v3We6HzyykaTXYd0c+vfq/S5y7Yv9DADtIXQyQ/175OKj4+XuHh4dZj231wcLC8vRkeF85/f4iKikp8HhgYyPEDAN4jgBwe10VERFiPQ0JCEu897biOcxAAeH9w3XPWnvWJAwAA4GIHeaacYt0gf6dva0P1cmoxdqi2Vihp/0ITfpWWbnZmswAAAAAAAFwGoRgAAICT/Xt9Je1pX8np+/lgqRC1fmewfqlf2b4FRt0ldbnO2c0CAAAAAABwCYRiAAAAuaBKIX/Fd6nu9O1EFA7ULa/cr4k3Nsp4xl5tpFfvc3p7AAAAAAAAXAWhGAAAQC6XU3yleqhTtxPj56uBw+7UqD43pD3D9bWkCQ+bBjm1HQAAAAAAAK6EUAwAACCXvVStuA51tLPEYXZ5eemNHh3U++m7Fe3r89/06mWkOc9KAX7O3T4AAAAAAICLIRQDAADIA+UD/axeY842tUNDdX6tv84WDtTpIgVV5dkeig8p7PTtAgAAAAAAuBpCMQAAgDxkgrEB5Yo4dRu/1aukVu8OUbeX+2pfmVD5LNyldeeinLpNAAAAAAAAV0MoBgAAkMcmNCij052qOHUbO8uX0Loa5ROfN//jkEos3ePUbQIAAAAAALgSQrFMJCQk6Ntvv1WHDh0UGhqqggUL6tprr9Xdd9+tKVOmKCYmJndeKQAA4NGK+/vmSjnFpM5ciZPXgp3W8Q4AAAAAAICnIxTLQFRUlG6++WYNHDhQv/32m8LDw3X58mUdPnxYs2fP1v3336/KlStrxowZufeKAQAAj2aCsWEVQ3J1m94Ld2lbZHT6M0THSLe9LS3/NzebBQAAAAAA4FCEYhkYMmSIli5dal09bbuC2svLS82aNdNtt92mEiVK6OjRo+rVq5f69Omj6OgMTiYBAADY6cM6JZ1eTjGlOr8dUKPfD6T+gTkGGviZNG+DdNMb0rcrcrVdAAAAAAAAjkIolo6dO3da5RFNCGa72SxevFhz5szRsWPHNHHiRBUvXlzTpk1T586drZ5kAAAA7lhO8e/z0anLKb40Q5q66urj2Dip/6fSS9OvhmUAAAAAAABuhFAsHb/++mvi45TjbGzevPnqzvP2Vr9+/fT333+rUaNGWrVqle677z5nvl4AACCfMcHYA+WDc72c4v5LV6SJv0qv/5h6htd+lO7/5GpZRQAAAAAAADdBKJYOM35YetavX5/seZkyZawQrXHjxpo/f74+/vhjx75KAAAgX/uqfmmdujF3yykO/mCpYod8kf4M3/8udX5NOhuZm80CAAAAAADINkKxdFSoUCHdnRYaGppqWlBQkBYsWKDy5ctr1KhROnXqVPZfFQAAgBRKBPgqvkv1XNkvdQ6c1I9vTpNvbHzGM/62XWo1Stp3MlfaBQAAAAAAkBOEYuno3r27ihUrZj1OOp6Yj4+P2rZtm+YyJUqU0MyZM62yin/++WeOXhgAAICUzDGJKafYtWQhp+6ce1f9q+BL0fbNvPOY1GKEtHa3U9sEAAAAAACQU4Ri6ShSpIh++OEHhYSEWGOKmZsJu1577TVVrlw53R3atGlTnThxQrfffnuOXxwAAIC0zG9aTvs6VHLaznm59w16rv9N9i9w+rzU/mXpxzVOaxMAAAAAAEBO+eZ4DR6sY8eO2r9/v1auXKnY2Fg1bNhQFStWzHS5AgUK5Er7AABA/lWpoL/Va8xrwU7Hr9zLS+/e3VYHSxbVtx/8qAIxsZkvczlGuud96d2+0lPdrHUAAAAAAAC4EkKxTJixwrp165Y7rwYAAEAWmWCs6q/7tPdSjMP33Q/X19OR4kU09/UpKn7+kh2NSZCe+U7ae0L6eKDk6+PwNgEAAAAAAGQX5RMBAADc3J4OlfVP22udsu4/a1+rFu8N1a5rQu1f6PMl0m1vSxeinNImAAAAAACA7CAUAwAA8AD1ixRQfJfqTln33mtC1fK9ofq9dhaCt4WbpLYvSUfDnNImAAAAAACArCIUAwAA8BBeXl5WOcVSAY4vW3i2SEF1er2/pl1fz/6F/j4gtRgpbT7o8PYAAAAAAADkmzHFLl68qK1bt2r37t3av3+/Tp8+bd3M9OjoaMXHx6tw4cLWmGDmvkiRIqpUqZJq1apl3YoXL57XvwIAAIBTnLixqlaHR6nVn4ccut5ofz/1fuYe7StdTCN/WGnfQkfCpDYvSjOfkm5q6ND2AAAAAAAAeGQodvnyZS1btkyLFi3Sb7/9ph07dljBV3aFhISobdu2uummm6ybCcyA/KJ9+/Z2zde/f3/rBgBwPy1DAhXXpbp8Fu5y6HoTvL016v5O2lc6ROPHzZOvPcdjkVFS17ekzx6QhnRyaHsAAAAAAIBrmDRpknVzZS4fim3cuFGff/65Zs2apcjISGtaQkJCjtd79uxZzZs3z7oZ1apV0wMPPKBBgwZZgRngyVauXOnQ8AwA4Jq8/7+coteCnQ5f94TOTXSoRFHNemuagi9FZ75AXLw09Etp30npzV6SN1W8AQAAAADwJAcOHLD73HNe8XXlMOz555/X8uXL0wzCzJgZOZV0nbt27dLw4cP18ssvq2fPnnr66aetMouAJ2rXrp1d81WsWNHpbQEAOJ8JxpaduahOa484dL3LGlVVm3cGa8Erk1XhdIR9C709V9p/Svr2UamAv0PbAwAAAAAA8k7FihXtOvecl8GZV4Ijul05kBkT7Mknn9SECROs0MrWPEeEYJlJui0fHx89/PDDGjNmjAoUKOD0bQPOktb/jov92+eKuLi4xN6mhhlv0PyfA0B+en+IjU+Q3yLHllM0yoSd18+vfq/Ge4/Zv1CrGtLc56TiRTKd1ZTMDg8Ptx7b7oODg+VNbzPkwvtDVFRU4vPAwECPfX8AkHW8RwBZZ47rIiKuXkxlq9Rk7j3tuC4/fccAkDW8P+T9OWuX+sT5559/1KBBA33zzTfWh6TZCWbnZBaI2cIze24ZsW3LzBcbG6tPPvlELVq0sLr8AQAAuDtf76vlFB3teGgRtRszSD83zcK6/9wptRwp7T7u8PYAAAAAAAC4dE+xX375RXfeeacuXLiQGIYllVYzzRXCxYsXt27miotChQolXr1pbiZ1Nbfo6GhrveYKjTNnzujUqVM6f/58qvWlt83y5ctb3fkoJQd3RE+xq7gKA0B68uv7w9wTkbp9YxZ6dtnBOy5eH361UI/NX2P/QsUKX+0x1ib9stX0FENeoRcIAN4jAMeipxiA/C6/noNwpXPWLjGm2Lp163T77bdbpROT9gyz7YSSJUuqZcuWatKkiWrXrq2aNWuqQoUKVgiWXSYUMz3Atm3bpn///Vdr1qzR2rVrdenSpVS9xg4fPqyuXbtq/fr1KliwoIN+awAAgLxzW+kgxdxS3aHlFON9vPX40K7aW6aY3v96kbztOaA9e0H6dHGGoRgAAAAAAIBH9BQzdYTr169vBU+2EMqoUqWK+vTpY4VlpqRibrhy5YpWrFih6dOna9asWVbvMlubzP2QIUP0+eef50pbAEehp9hVXIUBID28P0heC3Y6/A/k9j+3acrYmSoYHZPxjM2qSr+OlgoGpDsLPcWQV+gpBoD3CMCx6CkGIL/jHMRV+XpMsRdffDFZIFanTh399NNP2r17t15++eVcC8QMf39/de7cWRMmTNChQ4es7ZtyjLa2ff3111bPMgAAAE9ixhkbV6ekQ9f5U6vaav/mIJ0smn7P/gOlQqR5wzMMxAAAAAAAADwiFDtx4oS+/PLLxNBp5MiR+ueff3TrrbcqrxUtWtQKxTZv3pwYzJmrWT766KO8bhoAAIDDPVIxRBdvrubQda6vUU4t3huqbeVLpPpZeKECumV0X3ltOKk41xjiFgAAAAAAeLg8DcVmzJhhlSw0PvzwQ7322mvy9s7zzmvJVK5cWStXrrSCMRPczZw50+riCAAA4GkK+nhbvcYc6UDpYmr97hAtr18pcdoVXx/dObKXdpS/2jvNd+EuTT923qHbBQAAAAAASClPE6hly5ZZ9926ddPjjz8uVxUUFKRp06bJx8fHGgPt33//zesmuYUdO3Zo9OjRatOmjcqWLauAgABrX5qA8dFHH9W6devkavbu3WuNJ5ebwsLCVKZMGavHZPv27XN12wAApMUEY+PrlXLYzjlXOFA3v9JP33ZsaD1/4LHbtaJ+5WTz9Nx03CljmwEAAAAAALhEKGZKE5ogYPjw4S7/itSsWVNdunSxHhOKZezUqVPq2bOnNT7cK6+8op07d6pTp04aNmyYbrnlFu3bt0+ffvqpmjdvbpXKPH78uPKaGUNu8ODB1us8bty4XN32ww8/bJUSBQDAlQypUFRRDiynGOPnq/5P3qV2bw3S5BsapTufCcaOXY512HYBAAAAAABcIhQ7c+aM1XuoZcuWcgemx5Ot3Ujb2rVr1ahRI02fPt0ag61fv346cOCAJk2apHfeeUc//PCD9bx79+7W/D///LM1/6ZNm/Jkl5pAzvRaq1atmr7++mvFxubuSTizP8wNAABXVMDR5RS9vPRbvf/KKKan7C97dduGo47bLgAAAAAAQF6HYkZwcLDVW8wdmNJ/Zlyxy5cv53VTXNLGjRvVuXNnHTt2zHp+1113aeLEiSpUqFCy+UJDQzV79mzdeOON1vOTJ09aj02Pstxy+vRpPf3009aYcabXmm1su9xkeoeZXmIAALg6E4x9U790rm5z3skLVq8xc+z1X0MSpPj4XG0HAAAAAADwHHkaipUsWVJnz55VTEyM3MGRI0esAM8EeUhdMrFr1646f/689bxo0aL64osv0g08fX19rd5jtsDM/B3ccccdioqKcuquDQ8P14gRI1SpUiW9//77eRpwDhkyxBpPDAAAdzCwfLAuO7Ccor28F+7SirBL1uMCHy1W6Uenyisq9y9mAQAAAAAA7i9PQ7GyZcta5eoWL14sdzB//nzr/pprrsnrpricgQMHWj2+bExJwuLFi2f6+ptgyGb79u3WGGTOsnLlSmtsM39/f61atUqRkZEaPXq08oLpQWdKR5q2AADgLgIcXU7RTjesO6pH3l6uQq//pMJLt6psn6/kderqhTgAAAAAAABuEYq1a9fOKonz4osvunxvMTNG1ubNm63HTZs2zevmuBQTai5YsCBVSGaPBx54INnzTz75xBrnyxmaNGmiDRs2WEFYw4YNVbhwYQ0fPjzXg6nDhw/rySefVKlSpZKFggAAuAsTjH3fsEyuba/VtoOa9OHsxOcFNh9RSJd35bPLOccMAAAAAADAM+VpKHbTTTdZ9yZs6tWrl9VrzBWtXbtWQ4cOtUoB1qxZ0+rhhP+8/PLLyXZHvXr1rPKE9qhdu7aqV6+e+PzSpUt6/fXXnbJ7U45tZhQoUEAlSpRQbjEhsAkMIyIiNH78eGt8NQAA3FHvskUU2+W/z3BnqXr0jOa+PkUFYpIfJ/ocClORW96V7++5NyYpAAAAAABwb3kail1//fVq0KCB9Xj27Nlq1aqVtmzZIlfy2WefqWPHjlapPWPAgAF53SSXsnXrVis0TKpbt25ZWsett96a7PmECRN04cIF5RYzvllu/j0tW7ZMffr00W233ZZr2wUAwBl8vLysXmNVC/o5Zf2hERe1cPRkFT9/dUyxlLwjLqnIvR/Lf8Yap2wfAAAAAAB4ljwNxQxTOtH0njFMabtGjRqpb9++WrduXZ61yZRynDp1qlVi77HHHlNUVJQ1vWTJknrwwQfzrF2uaMqUKammZbW8pClrmNTly5dTlWP0BHv37rXKNZox6T7++OO8bg4AAA6zu0Nl/d32Wofu0YArMfrpjSmqdjwsw/m8YuIU9MgkBb79s+mS7dA2AAAAAAAAz5Lnodidd96pe++91wrGTHnCuLg4K5Bq2bKlatSoYYUIpmeNs3sOnThxQjNnzrRK25UuXdoK5kxZR1tgZ9r23nvvWeNQ4T9LlixJtTtsvf/sZcLHlMxr4Uni4+PVv39/Xbx4UV9++aVCQkLyukkAADhUgyIFFO/AcorlT0eo0olwu+cv+O4CFX5kknTFNctxAwAAAACAvJd7deMy8M033+jff//V9u3brfDJFkTt3r3bCqLMzdvb2xp7yoxBZcKyChUqqFy5ctZ4UGZcpqCgIGvMqICAAPn4+FjLm/WYkM30PDKh2vnz53XmzBmdPn1ahw4d0sGDB61tmpKNR44cSWxP0iDMZsiQIerdu3eu7xtXZvbnpk2bkk0zoaG944nZVKtWTYGBgYk98mxhmy0o9QRjx47VqlWrrPKbXbt2zevmAADgFNZxXNcaumXdEf3v9MUcrWtP2eJqMXaoFrwyWfUPnLRrmYAf1sr7aLgivx2qhKKpxxIFAAAAAAD5m0uEYibM+vXXX9WpUycrHEsahNgCKhNumQBrx44dDt++bRs2Kbffq1cvffrppw7frrszr5XpAZVU2bJlsxxkmcCzTJky2rdvX+I0M4bbgQMHshywuaJt27ZZZULLly+vDz74IK+bAwCA0y1qVk4HL8Wo4q//fbZnx5ESRdXmncGa+dZ03bRpj13L+P2xS0VueVeR0x9V/LXFc7R9AAAAAADgWfK8fKKNGa9r5cqVuummm5KFVCZgsd0M8zNH35JuI+l2zOMRI0Zo8uTJVnCD5EwPu5RMuJUdaS1nQjd3Fxsbq379+ik6Olpff/21goOD87pJAADkimsL+lm9xnIqsmABdXu5r77q3NjuZXx3n1DwzW/Ld+P+HG8fAAAAAAB4DpdKeooWLapFixZZvWlMOb20enA545aULShr1KiR1Xvt9ddf95gSfo5myk+mZMZjyw5PDcXefPNNbdiwwSq/2blz57xuDgAAuc4EYxPqZ+/4wCbW10dDHrtdz/frZPcy3qcjVfDW9+W/IHmpZwAAAAAAkH+5RPnElIYNG6YePXrotddes3rXXLlyxZqeVjiVMjjLSHrhlm0dpjfYzTffbAUYt956K2FYJo4fP55msJkdISEhqaadOHFC7syMt2ZC1YoVK1rj4rmSzZs3O2W9Zow/0+vTFZkSrOaW9DkA8P6QO+6/prB6la6iAkv2Zn8lXl56+5522l+qmL794EcViInNdBG/6Bj59P9SGn2nooZ2sNYBZIU5XkhaLpzjBwC8RwA5Yz5XbZ+tts9Vc5+V83vugHMQADzh/eHUqVM6ffq0PI1LhmJGqVKlNG7cOL3yyiuaMmWKdTM9btIqrZhVSddhgjDTK6x79+4aOHCgNe4T7BMeHp5qWkBAQLZ2X1rLmXHF3JUJck3ZRFM+ccKECQoKCpIradCggVPWO3z4cD3//PNyReYD5tKlS8mm+fj45Fl7ALgO3h9yT3jrUir2x0nl5JTHD9fX05HiRTT39Skqfj75+3pavBMSFPTyj7q0+7guj75N8uW9H1l7fzBlsJN+j+D4AQDvEUD2mUDM9tkaFRVl3fv6+nrcsCV8xwDgCe8PH330kd5++215GpcNxWxCQ0P1+OOPW7ewsDCrpOEff/xh9XQxY1plJak0f1wm9Kpatarq1Kmj9u3bq127dtnu3ZTf2Q5enBWKnT9/Xu7qpZdesso/PvLII+rQoUNeNwcAAJdxtnUpbYiMUafNZ7O9jj9rX6uW7w7RwtGTVe14mF3LlPr+T63ae1YVvu6rhELZO14BAAAAAADuzeVDsZQB2d13323dbC5evKhjx45ZpfwiIiKsq03MzQRghQoVSryZZU0ZO3P1CRzD9IJyVChWoEABj+kptmbNGqtcYpUqVTwySQcAIKeaBPnpbKuSKvbnqWyvY0/Z4mr53hD99MYUtdl2yK5l2qzeob9uHafQKYOk0lwUBQAAAABAfuP2CZEJvKpVq2bdkLsCAwNTTUs65kJWpFUG08/PT+7Ye86UTTSldSZOnGj9fbqif/75x2ljirlaqcj06vOadrpq12QAuYv3h7wTe3MRvbsvXC/ssq+3V0phwYV04+sDNPHD2er52792LXPd3uM61P0Tbfx6iFq3qJit7SJ/vT8kPU41F3Jx/ACA9wgg+8x5o5iYmGTnlcz3c08sn5gU5yAAuOP7w7Bhw9SrVy+3Gt4nX4RiyDtpBT5Jx1zIisuXL6ea5qrhSmZjau3atUtPPPGE2rZtK1dVv3595UdJP2DMY1f9wAGQ+3h/yDvPVyuuJysXU4H/7c7W8tH+fur9zD3aXypEI2b+ZtcyFU5HqGiPj3X3Cz007eGW2dou8o+kJ+k4fgDAewSQM+ZiE9tnq+0Y3Nx7Wihm8B0DgLu/P5QpU8a6eZo8/8TZu3evPNWZM2cSr37xRIULF3ZqKJbW+l2ZGe9u3Lhxql69ut588828bg4AAG4jwMdbCV1rZHv5BG9vjezXWQ88drti7TyhUiQq2hqTbPgr/9OluIRsbxsAAAAAALiPPA3F5s2bp9q1a2vx4sXyNGZ8sxtuuEE9e/aUpypdurRd4ZY90grTzDhw7sKMfzZgwADriqdJkyalWVoSAABkzARjq1tVyPZu+uamJuoyuq/OB9o3xqlvfLy+/uQnTX50mj46fIGXBwAAAAAAD5enoditt96qFi1a6O6779bq1avlKcy4Ut27d9fWrVutMnqeqmrVqqmmhYVlc0yQNJarUSP7V4zntieffFIHDx7U008/rZYtKcMEAEB2tQgJVHyX6tleful11dT63cE6XLyI3cuYsou1H/9WZX87nu3tAgAAAAAA15fn5RO/+eYb675Lly5at26dPCEQ69q1q/744w89+uijatOmjTxVtWrVUk07fjx7J5OOHTuWalrNmjXlDhYtWmT9HdeqVUuvvfZaXjcHAAC3Z3pem15jH9Yuma3lt1QsreZjH9RfVeyvfd526wEVi4xS8TVnFB1POUUAAAAAADyRtyv0Nvrwww+tcoOdOnWyxmVyV+Hh4VbJxJUrV6py5coaM2aMPFmdOnWsk1bOCsVMyOQOZsyYYd1v375dBQoUsPaJvbdXXnkl2brM305a85mSjAAA5DfDKoUo+pbs9Ro7HlpE1495QPObZt7zPDLQX11H328tY5RdF6aFZ7M3TioAAAAAAHBdeR6KGYMGDVKfPn2scZlMj7Hvv/9e7mbnzp1W2bw1a9aoUKFC+uGHH6yAxJOFhISoQYMGyaYdPXpUMTExWVrPlStXUoVpZr3FihVzSDsBAID78vf2Utwt1VTKL+uHrRcDA3T7qF76tGvzdOeJ9fbWvcN76J/KyXuV3b8rUhXXZ68sNAAAAAAAcE0uEYoZX331lZo0aaLo6Gj169dPzzzzjGJjY+UOpk+frubNm2vXrl3y8/PTzJkz1ahRI+UHpmdcUiYQ27ZtW5bW8e+//6YK0m6++WaHtA8AAHiGrY2LaWPDkCwvF+fjo0cf7KanBt2i+BQ93A3zs/81Sbs32oW4BKucYkIC5RQBAAAAAPAELhOKBQQEaMGCBapSpYp14uGDDz5Q69atrZJ0rurUqVPq1auXevfurfPnz1tl7r744gvddNNNyi9uueWWVNP+/vvvLK3jr7/+SjXN9Bh0F6a0ofmbzc7t5ZdfTraudu3apTlf//798+z3AwDAVVxbwEe7a/hkfUEvL31wR2vd/UIPRfn7Jk5+5842Gt+lWaaLl1gbppNX4rO+XQAAAAAA4FJcJhQzSpQooaVLl6p8+fJWELB+/Xqrx9WIESOs0MlVREVFWeOF1axZ0xpPyrTVBGJjx47VgAEDlJ907NjRGj8tqVWrVmVpHb/99luqcebatm3rkPYBAADPY4KxsRULZnm5Oa3qqP1bg3QquJBmtq6j5/t3tnvZOn+d1aSTUVneJgAAAAAAcB0uFYoZFStWtEISW9Bixpt6++23ValSJY0aNUqHDh3Ks7aZsoAvvPCCKlSooJEjR+rcuXNWIFawYEH9+OOPeuKJJ5TfmDDQjAmX1Lx58xQfb9/V1Ob1/fnnn5NNe/TRR631AgAApKdvyQI63iw0yztoXY3yavrBg7r/qbuV4J21Q+Fn9l9UqTVneFEAAAAAAHBTLheKGddee61Wr16tli1bJk4LDw/XW2+9ZYVlpheRCco2btyouLg4p7UjLCxMS5Ys0VNPPWX1XqpXr57eeecda7pNmTJltHLlSt1+++3Krx544AEVLlw4WVnJlL2/0mP2b0REROLz4ODgTHvb7du3T59++qlVttCVehACAIDc5eftpTMtiqt50H8lEe1xqGSILgf4ZWub5siTccYAAAAAAHBPWTuDkMulFH/99VcNGzZM48ePt3oO2cZX+vPPP62bKatYoEAB1a1bV3Xq1LGCKxOomaDKLB8SEqJChQpZN19fX3l7e1sh2uXLlxUdHW3dm1KIJ06c0LFjxxJvZhyzTZs2WY9tbAOsm3bY2nLHHXdY4Uzp0qWVn5UsWdJ6LczN5sMPP1T79u0zXfb9999P9nz06NEqUqRIuvMvWrRId999ty5dumQ9f/XVV61yjddcc02222/+BgAAgPtaUKeojkTHqeGm8FzZXuDlK9Y4Y4eahqqgD73bAQAAAABwFy4bihn+/v76/PPP1blzZz388MM6efJkYlk9W0hlAg0z9tiGDRscum3b+m2SbtcEMJ988okViuGq5557TosXL7Z6zRlz5861eoGZ1y49s2bNsoJPmxtvvFGPP/54hrt08ODBiYGYsX//fiuMM73GssP0Ujt9+nSyaaYsJgAAcC/lAnysXmOmF5czNd59VAte+U4Dht2pCqqhpXWD1ahw9nqdAQAAAACA3OWS5RNTMuHTjh07NHToUPn4+FjBlK3HVtKwypG3pOu39QwzIZ3puWbGFiMQS868LnPmzFGjRo0Sp/Xp00dbt25N8zX966+/rIDLpkmTJvrhhx+s3nzpMWUrjx49mua6suvrr79OFYBu2bLFKtEIAADcjwnGhpYu4JR1VzgVrvmvTFapcxf182vf66EFa9VpS4RePnjRKdsDAAAAAAD5MBSzjTVleo2ZkKVHjx6J4ZiRMsByxM2wBWRmvCzTg2nv3r364IMPMizvl5+ZcpVmLLH77rvPem56YLVo0UJjxoyxQibTq8/sw9dff90aF87WI6tnz55avny5tXxGihUrZpXFTKlmzZpZbqvpYWZKLyYt+WhjSmzefPPNmj17drLxzgAAgHt4o2Jh7W9SzKHrDL4QpQWjJ6v0uQvWc5/4BH32+c9695tF+uzoRaf3UAMAAAAAAPkoFLOpVq2apk6daoUsL7zwgsqXL5+sh1dOJV1Xs2bNNG7cOB05csQaIysn41blFyZAnD59ulVK0YwpdvHiRet1qlKligoWLGiN+/biiy9aAZn5uSmxaF7PoKCgTNdtwkozhpvpsWdjXhMTutmrbNmy1hhzlStX1ssvv6wrV66kOd/u3bt11113qWjRolYYZ/4WAACA+wjy9bZ6jTmCX0ysZr01TXUPnUr1s2fm/KGZY6Zb44wRjAEAAAAA4Nq8EhyRJOWxNWvWaOHChVq2bJk2bdqk6OjobK0nNDRULVu21E033aSuXbuqYsWKDm9rfnPixAmtXbtWBw4cUGRkpBWaVapUSc2bN1fp0qWztc6dO3daoZsJ0kwZSxNcIX22no9JecC/fZaZHoDmb9DG/P2YHqcAwPuD64uPj1d4eLj12HZvqghkVHY5qbFHLumtI/+NSZolCQn65qM5Grgs43LNa2qU060v9tHpooV1snmofNL4/IV7vj+Yi7lsAgMDOX4AwHsEkMPjOltVHlvFIHNv73Gdu+A7BgDeH1z3nLVHhGJJxcTEWCUWzRhke/bs0fHjx3XmzBmrx5ItLAsICLBOiJcqVUrlypVT9erVVadOHas3E+BpCMWu4oAUQHp4f/D8UMwIi4lXjY1ns7ztETNW6I3Jy+yad1+pEHUZfb92li+hnY2LKdTPs07u5EeEYgB4jwAci1AMQH7HOYi8P2ftKw/j5+enhg0bWjcAAADAMAGVKaeYpRKHCQkKufBfL6HMVD4ZrtXPjNfto3qrhqRZNYuofdH/yj4DAAAAAIC8xeWrAAAAyDdMMNYlxM6gystLzw66RY882E1x3vaVQwy5eFlLX5yk3r/+rbt3nNcT+/4r3QsAAAAAAPIWoRgAAADyle9qFNGSusF2z/9Ztxa6bVRvXQzws2t+/9g4fT92ll6ctlzfn7ys8uuy0DsNAAAAAAA4DaEYAAAA8p3rCvvpaLNQu+df0Kym2r49WMeKBdm9zKtTlmvih7MVGx2btbKNAAAAAADAKTxuTDEAmWvfvr1du6l///7WDQAATxTg7ZWlccY2Vb1GLd4bqgWvTFa9gyftWqb/L5tU4fQ53Tmil7Udsz0AAAAAADzRpEmTrJsrIxQD8qGVK1c6NDwDAMCdmaDqvu0R+iUiJtN5D5csqjbvDNbMMdPUedNeu9bfcfN+/fnsl+oy+n4VXyOdah4qby/7xigDAAAAAMBdHDhwwO5zz3mFUAzIh9q1a2fXfBUrVnR6WwAAcAUzagXrf+HR6rMzMtN5zxcqoK4v36/PP5unB5ZstGv9tQ+f1tqnv1D3F/uqpKT9TYspyIdK5gAAAAAAz1GxYkW7zj3nZXDmlZCQkJBnWwfgdF5pXImeH//t4+LiFBn534nOoKAg+fj45GmbALgG3h9cX3x8vMLDw63Htvvg4GB5ezs+VDoTE6+aG8/aN3NCgl6YuVJvfrfM7vVfCvBTr2fu0dyWtbW2QYiqBPJZ5OrvD1FRUYnPAwMDOX4AwHsEkMPjuoiICOtxSEhI4r0zjuvyEt8xAPD+4LrnrD3rEwcAAADIgeJ+3jrdPNS+mb289Na97dXz2XsU7WtfuFUwOkaz35ymYXP/VPN/wjXnTDSvFwAAAAAAuYRQDAAAAEhxxZoZZ8xe09s10I2vD1BYUKB9B+AJCfrwq4X6aPx8Dd0ZoYf3ZF6yEQAAAAAA5ByhGAAAAJAGE4zVtLO84aq6FdXyvaHaU6aY3fvy8Z/XaM4bUzX/SKSKrznDawAAAAAAgJMRigEAAADpWNUgRC9XKGjX/tldtrgVjP1Rq4Ld+/PWdTu08vmvVfoswRgAAAAAAM5GKAYAAABk4LFrCuqXekXt2kdnggvphjcGaEbbunbv0yZ7jmnN01+ozoGT9BgDAAAAAMCJCMUAAACATDQo5KvDzULt2k/R/n7q+ey9GnN3W7v367WnI/THc1/qxk17rGAsPiGB1wQAAAAAAAcjFPt/AwcO1Pnz5/kDAwAAQJoCvb10url9wViCt7de6H+TBj96m2K97TvkDoq6oqCoaOtxybVhioyN55UAAAAAAMCBCMX+36RJk9SiRQvt2bMnRzs0ISFBgwYN0rXXXqtu3bpp27ZtjnidAAAA4AK8vLx0pkVxu+f/+uam6vpyX0UG+mc67zMDb9acVnUSn1facFbbL8Vmu60AAAAAACA5QrEkdu7cqebNm+uXX35Rdm3cuFETJ07UkSNHtGjRIrVp00b79u3L9voAAADgekwwVtzXy655lzSupjZvD9aR0CLpzvNp1+b64PZWqaa33XxOU09dzlFbAQAAAADAVYRiKURHR+vOO+/Up59+quyoUaOGqlSpYvUYK1mypGrVqqWXXnopW+sCAACA69rRJFTPlg20a97Nlcuo+dgHtalymVQ/m9+0hoYN6WK6oaW57OP7LqjHjogctxcAAAAAgPyOUCyFa665RsuXL9eYMWP00EMPKS4uLks7NCgoSJs3b9aGDRt0+PBhLV68WMuWLXPkawYAAAAXMbx8Ic2qmX4PsKSOFS+i68c8oIWNqydO+6tKGfV47l7F+fhkuOyyczEqvuZMjtsLAAAAAEB+RiiWhsaNG2vdunXatGmTOnXqpPDw8Czt1MDAQF133XXy9fXVuXPnFBHBlb0AAACeqn1Rf21qFGLXvBcKBujWl3rr81ua6XDxIur2Ul9dDAywe1sEYwAAAAAAZB+hWDrKlCmjlStXqmzZsmratKm2b9+erR385ptvqlKlSjl4iQAAAODqygf46FDTULvmNb3CHn64uxp/+LCOZzDOWEbBmCnVDQAAAAAAsoZQLAMBAQGaPHmyBg8erNatW2vRokVZ2rkvv/yyxo8fr27dumXxZQEAAIC7KejjpdPN7QvGzPhhp4sWzva2SqwN07nY+GwvDwAAAABAfkQoZofhw4fru+++U+/evTV27NhM5z99+rRuueUWvf766/L29taDDz7oiNcKAAAALs7Ly0tnWhR3+naKnb+kGmtPa/PFWKdvCwAAAAAAT0EoZifT2+v333/X559/rgEDBigmJibN+bZt22aNSbZkyRLreZ8+fVS5cmXHvWIAAABwec4MxgpFRWvJi5P086vf69a1J/XdyctO2xYAAAAAAJ6EUCyFK1eupLuz6tSpo7Vr1+rgwYNq3769zpw5k+znZ8+eVadOnXTkyBFrnIdChQpZY4oBAAAgfwZjbYv4OXSd3nHxmvbOD2q895hu2bhbvw//SmPXH9XQ3ZEO3Q4AAAAAAJ6IUCwJE2SdPHlScXFx6e6w0NBQLV26VPXr11eTJk20efPmxJ+Z0orHjx9PLJ3z3HPPqUyZMs58/QAAAODC5tQO1hvXFnLMyhIS9OFXC9V9/c7ESQ33n9Dap77QnvUHVHxN8gu2AAAAAABAcoRiSZggy/QUmzt3rjLi4+NjlVE0oZfpMTZnzhxr+tSpU611GCVKlNCzzz6b4XoAAADg+YaWCdTc2sE5Xs+weav12Pw1qaaXPRtp9Ri7ecMugjEAAAAAADJAKPb/+vXrp7Jly1q9xQYOHGgFXJl5+OGH9eOPP2ro0KHWY1NW0SxvgjHzPCAgINN1AAAAwPO1LuKnfxqFZHv52//cpve/XpTuz4OirlhjjA1duM4KxuISErK9LQAAAAAAPJVvXjfAVUycONG637Fjh5YsWaLp06dr165dGj16dIbLdejQQatXr9Ztt92WbPqdd97p1PYCAADAvZQN8NGxZqG6Zl1YlpZruvOIpoydKe9Mgi7f+Hh98dk8VT5xVqXjO2t/8xIq7HO1igEAAAAAACAUS6VmzZrW7fHHH7f776NKlSpas2aNevbsqQULFljTqlatyt8XAAAAkvH39tKZFsWzVObwQqC/TgUXUsVT5+ya/7nZq1TpZLhqPnW3Zl9XXM2C/HgVAAAAAACgfKLjFC5cWPPmzbPGETMlFLdt28YfGAAAANJkgjF7ba9QUi3GDtX6amXtXuaeP7Zq+YgJuv/PYxq+/wKvAgAAAAAAkrwSTIIDh/r+++/1+++/a/z48exZ5Dkzxl1K7dq1s2vZ/v37WzdPEBcXp8jIyMTnQUFB8vHxydM2AXANvD+4vvj4eIWHh1uPbffBwcHy9nb/4XGz0mOs4OUrmvLeTN2+Zrvdy+wtHaIuo+/XrnIlshTE4b/3h6ioqMTdERgYyPEDgES8RwDZO66LiIiwHoeEhCTee8JxXVJ8xwCQX98fJk2aZN0ys3LlylTTciuqYkwxJ+jTp4969+7tjFUDDpHWm05a2rdvzx4HAMCJTFBVeX2YzsdlfvB/qYC/7nqhp96b8D89OfdPu9Zf5US4Vj/zpW4f1UsmEiMYAwAAAAA4y4EDB+w+95xXCMVysXcO4Crs7SlWsWJFp7cFAID8bl/TUI05fFHvHf2vR1J64n289dTgLtpXOkQffrVQPvGZh2nFLkRp6ahJGvDEnSquBjrZPFQ+HKsCAAAAABzMnE+259xzXgZnlE8E8mFAmx+rpnp612QA2cf7g+vz5PKJSa2NjFHXrVfLCdmj+9rtmvbODyoUHWP3MqP63KA37muvnU1CFernWfvPGSiNBoD3CMCxKJ8IIL/jHETen7Pmm3AWrFmzRg8//LDzXg0AAADkW82D/LSzcTG75/+5eS1d//YDOh5S2O5lXv/+F33z0RzVWXta88Kis9lSAAAAAADcE6FYFixdulTjx4933qsBAACAfM303jraLNTu+f+qWlYtxg7Vlgol7V5m4LK/tOjlb/XkplO6Zcu5bLYUAAAAAAD3QyiWBcuWLXPeKwEAAABICvD20unm9gdjh0qGqPW7Q7S0YRW7l7nxn31a9dxXOrnvtIqvOcN+BwAAAADkC4RidlqyZIl+//13574aAAAAwP/XVz/Torjd++J8oQLqMvp+fdPpOruXqXvolNY8PV6Ndx+1grH8OOYoAAAAACB/IRTLxPbt2/Xcc8/p9ttvz51XBAAAAPh/Jhgr5J16AOK0xPr66IHH79DIvjfavf/KhF/Qyue/Vve121VibZgiYuPZ9wAAAAAAj+Wb1w1wFebK2L1792rr1q3asmWL/vnnH61evVrHjh1L/DkAAACQ2w42C9XIAxc0/sTlzGf28tKb97XXvtIhmvTBbAXExmW6SKHoGP30+lQ9MbiLqqilvqsepC7FAhzTeAAAAAAAXEi+C8Xi4+O1Z88ebdu2zbqZEMzc79y5U9HR0cnmTRqEmRI2BGMAAADIC29ULKzOIf66a/t5u+af3q6BjoQG66c3pig0MirT+b0TEvTxlwtU+cRZ9R90i+oE+enX+iEOaDkAAAAAAK7D15PDr927dycLvsz9rl27dOXKlWTzphd2mSAMAAAAcAXtgv21q3ExVd941q75V9WtqJbvDdXC0d+p6nH7lnli3mpVPHVO9w2/zxpnLCvjmgEAAAAA4OrcPhSLi4uzwq+kwZe5N9PsDb8yCsBsyxCQAQAAIK8V8/PWqeahKrk2zK75d5ctbgVjc1/7Xq12HLZrmXOFCuiKr4/12ARjp5uHciwMAAAAAPAIvu4UfpleXmmFXzExMTkOv2zLpfw5YRgAAABcibeXl9WDywRW9jgTXEg3vDFQ337wo+5dtSXDeX+pX1lDHr3NGpvMpsTaMG27rphK+nvnuO0AAAAAAOQllwvFYmNjrfG9UpY9NOOAmZ85IvyyZ5mU44kBAAAAriQrwdjlAD/1eO5e7S8VouE//p7mPFsrlNRdI3oqxi/1V4Taf53VWxULaXDpwBy3GwAAAACAfBuK/fDDD8nCr7179zot/EpZCjGt9QYEBKhy5crWrWTJklYvtHXr1lm91AAAAABXC8aG7Y3UlNPRmc6b4O2t5wfcpH2lQ/Tp5/PlGx+f+LMTRQur68t9FVE4/dDrhQMXrRvjjAEAAAAA3FWeh2I9evTIMKRyRG+tpGGYeezt7a0KFSqoevXq1q1atWqJ9xUrVkxzW2+88YZefPHFbLcBAAAAcIaPqgSpT8kCumVrhF3zf3lLMx0qUVQ/vD1dQVFXdCnAT91f6qODpULsWt70TiMYAwAAAAC4I6+EjJKoXNCuXTv9/vvvdoVeaY35lfLnSfn6+lpBV926da3byy+/bC2/ZcsW1apVK8ttNcGZ6clmxjcD3EVa/zN5/G+fJ8z/bWRkZOLzoKAg+fj45GmbALgG3h9cX3x8vMLDw63Htvvg4GDrQif8JzIuXpXWn7V7l9Tfd1w/v/a9Hh/SVXNb1s7yrjzWLFT+3l4e//4QFRWV+DwwMJDjBwC8RwA5PK6LiLh6IU9ISEjivacd1/EdAwDvD657zjrPe4qtXLlSs2bN0vDhw7V///40x/WyTUuvR5mZbnp42cIv261mzZry8/NLnM+EYkZ2T4TfcMMNVigGAAAAuJogH2+dbh6qEmvD7Jp/c+UyqvHFE9Z4Y9lxzbowLakbrOsKZ295AAAAAAByW56HYsbdd9+tW2+9VWPHjtWYMWOs3hwm6LKVO0wagl1zzTVW4FWnTp3E8Ms8LliwoNPbaYI3AAAAwFWZ42dT2tCUOLRHdgMxm85bItQ1xF/f1iiSo/UAAAAAAJBvQjHD399fL7zwggYOHGjdf/fdd1aXavPFvmTJkvrss8/UoUMHFS1aNM/aWKNGDXXs2DHPtg8AAADYwwRjd2+P0IqIGKftMK/4eFU/GqYFKsE4YwAAAAAAt+ByBXtLlSqlCRMmaP369Wrbtq3VS+zUqVMaMGCAvv76a8XEOO+LfWZuv/12LV26NM+2DwAAANhrVq1g/VDTeT243vxuqTYN+1R3/rHVem56p+XHcUsBAAAAAO7D5UIxm0aNGlnjjc2YMUPXXnutzp8/b407VqtWLc2ZMyevmwcAAAC4vI5F/bWvSTGHr3fw/9br+Vm/K/BKrGaOma6nZ68yA/9a45mdjol3+PYAAAAAAPDoUMzmnnvu0fbt2/X666+rUKFC2rdvnzUGWfv27bVp06a8bh4AAADg0or4eut081CHre+mjbv02Wc/Jz73TkjQexP+p08//1k+cXGqtfGsvjt52WHbAwAAAAAg34RiRkBAgEaMGKHdu3erX79+1jhjv/32m5o2bapBgwbpxIkTed1EAAAAwGWZ42czzlhO1d93XD+MmSHf+NS9wR5euE5zX5uiwpei9dT+C1Y5RQAAAAAAXIlbhGJJxxubOHGi1q1bpzZt2ig+Pl6TJk1S9erV9cYbb+jyZa5IBQAAANJjgrGOwX7Z2kHXnDmvBa9MVpGo6HTn6bphl357/mtrXoNgDAAAAADgStwqFLO57rrrrJ5i06dPt8Ybu3Dhgl566SXVqFHDmgYAAAAgbT/UCtbPtYOztHsCL1/Rgle+U7mwq2FXRhrtO661T39h9SqzBWMx8Qm8HAAAAACAPOcrN3bvvffqtttu03vvvae3335bhw8fVu/evfXxxx/rgw8+UPPmzfO6iYBLMmPy2aN///7WDQAAeJaWRfx0uFmoyq8Ls2v+qAA//dysphrut69suQnPVg3/Svc830OLG1dXmXVhWla3qBoWduuvHwAAAACADJjKfubmytz+W6kZb2zkyJHW2GLPP/+8Jk+erDVr1qhVq1bq0aOHxowZo/Lly+d1MwGXsnLlSoeGZwAAwP0EenvpdPNQlVhrRzDm5aWX+t6o/aVCNP7TufKLSz2mWEpBUVc0/5Xv9fDD3fXVzU1145Zzuis0QOOrBTnmFwAAAAAAuJQDBw7Yfe45r7h9KGZTunRpK4F87LHH9MQTT+iPP/6wSin+9NNPevrpp63ADMBV7dq1s2tXVKxYkV0GAIAH8/LyssYZs3fsr4mdG+tQyWD9+OY0BV9Kf2wxG9/4eH05bq6qHD+rF/p10o9h0dbNbBMAAAAA4FkqVqxo17nnvAzOvBISEjyywP+MGTOsIOzgwYPWl30Tmh0/ftx6vH37dlWvXj2vmwjkCvM3n5KH/ttnKC4uTpGRkYnPg4KC5OPjk6dtAuAaeH9wffHx8QoPD7ce2+6Dg4Pl7e2Ww+O6rA+PXtLrhy/ZNW+dAyetMcauPR1h9/p/aFNX/Z68S5cD/KznppdaWscprvb+EBUVlfg8MDCQ4wcAvEcAOTyui4i4evwQEhKSeO9px3V8xwDA+4PrnrP2rE+cJO677z7t2LFDr776qgoWLGgFYjbnzp3L07YBAAAAruaJsgX1T6OrJ6cys7ViKbUY+6A2VL3G7vXfu2qLfhk5QcUjLlrPTdnGsJjMyzACAAAAAOAoHhuK2cYbGzVqlHbt2qW+ffta6aNJG033vWHDhunECfsGCgcAAADyg7IBPjrVPNSueU8UC1K7MQ9oXrOadq+/1Y7DWv3MeFU7erVcY42NZzX11OVstxcAAAAAgKzw6FDMpkyZMvr222+1du1atWrVStHR0Ro3bpyqVKlijTd26tQpu9bz8ccfUy4FAAAAHs37/8cZs8elAv66Y2QvfdS9pd3rr3r8rBWMtdlywHr++L4LKmXnmGYAAAAAAOREvgjFbJo0aaJVq1Zp6tSpKl++vDU+wIcffmiFY2b8sbCwsAyXP336dK61FQAAAMhLJhhrXNg30/nifbz1xNCuGja4i+LtHCMsNDJKy0ZNVM8V/1jP4yQVJxgDAAAAADhZvgrFbHr06GGNN/bKK69Y441dvHhR7777ripVqqQXX3xRZ8+eTXO5devW5XpbAQAAgLyyuG5Rza5VxK55P76tldVr7FKAn13zB8TGaep7MzVixgozorI1zQRj0fG5M7gyAAAAACD/yZehmFGgQAErALONN2ZcuHBBb775pipUqKCHH37Y6lUWF2euW5V++eUX6wYAAADkJ9cH++tQU/vGGZvXopbavTVIJ4oWtnv9b0xepq8/niPf2KvH3WXXhWnThZhstxcAAAAAgPR4JST8/2WZ+ZzpBfboo49qw4YN1nOv/y/9EhAQoJCQEJ04cUJmV5nptqAMcAe2v+Wk8uO/vfm/jYyMTHweFBTEGIEAeH9wE/Hx8QoPD7ce2+6Dg4Pl7Z1vr+/KE+b4ocTajMuN21x7MlwLXpmsOofsG7vXWNqwiu5+oafOFypgPb8j1F9fVbOvl5ozjx9MyXWbwMBAjh8A8B4B5PC4LiIiwnpszrfZ7j3tuI5zEAB4f3Ddc9ae9YmTA82aNbOCsS+//FKhoaHWC2Buly9f1vHjx/NliAAAAAAk/dJixhmzx8FSIWr9zmD9Ur+y3Tuw09979cezX6rCqavB55ywK4wzBgAAAABwKEKxFB544AHt3LlTAwYMSPzyb7sBAAAA+Z0JxkaVL5jpfBGFA3XLK/dr4o2N7F533UOntObp8bpuz9HEaWacMS5QAwAAAAA4AqFYGooVK6ZvvvlGy5Yts8YX40s4AAAA8J8nyhbUxoZXSx5lJMbPVwOH3alRfW6we/eVCb+g34Z/rXab9yVOM2Ubw2PjeQkAAAAAADlCKJaBjh076p9//lG3bt0IxgAAAIAkri3go1PNQzPfJ15eeqNHB/V++m5F+/rYtQ9PhBTW1mtLJZtWbcNZTT99mdcAAAAAAJBthGKZKFKkiObMmaPOnTtnfy8DAAAAHsg7C+OMTe3QUJ1f66+zhQMznC8syJRd7KczwYVS/ezRvRdUdu2ZbLcXAAAAAJC/EYrZwcfHR99++60KFsx87AQAAAAgvzHBWIsg30zn+61eJTMZ4h0AAQAASURBVLV8b4j2lk679KLpSXb7yN7aXTb9oC064eo4YwAAAAAAZBWhmJ1KlSqlHj16ZHkHAwAAAPnB/DpFNadWkUzn21WuhFqMfVCra5RP9bMBT9ypVXUr2rU9E4zFxCdkq60AAAAAgPyJUCwLnnnmGX322WfOezUAAAAAN9Y22F8Hm2Y+zpgpjdjxzYGa1apO4rSRfW/UtPYNsrS9MuvC9PeF2Gy1FQAAAACQ/2Re4wSJatasad0AAAAApK2Qz9VxxjIrcXg5wE/3Pn+fxkxaotDIS3rz3nbZ2qU3bjmnIaUL6M2KhXlJAAAAAAAZIhQDAAAA4HD2BGMJ3t4aPvBmecXHS15e2d7WlycuWzezTQAAAAAA0kP5RAAAAABOYUKqlysUzHQ+E445ggnhEhIYZwwAAAAAkDZCMQAAAABO89g1BfV3oxCnrb/11gPyj/lvXLESa8MUERvvtO0BAAAAANwXoRgAAAAApyoX4KPTzUMdvt7r/92v5SMnavGLk1T0QlTi9Cobzmr5uSsO3x4AAAAAwL0RigEAAABwOi8vL4eO+VXj8Gn99PoU+cfGqf2WA1r9zHhVOnE28ef37jivW7acc9j2AAAAAADuj1AMAAAAQK4xwVjzIN8craPEuQtaOPo7hVy8nDit5pEzWvP0eDXbeThx2voLsdY4YwAAAAAAGIRiAAAAAHLVgjpFNaNmkWwtWyA6RvNe+16VT4an+lnJiIta8cI3uuPPrcmmm2AsISEh2+0FAAAAAHgGQjEAAAAAue6Gov461DRr44x5xcfr+7Ez1WLnkXTnCbwSq1lvTdeTc/6QkgRhJdaG6XB0XI7aDAAAAABwbzmrWwLALbVv396u+fr372/dAAAAnKGgj5dONw+1Ait7vDztV93157ZM5/NOSND73yxSlRNnNWxIF8X5+FjTG20K14jyBfVU2YI5bjsAAAAAILlJkyZZN1dGKAbkQytXrnRoeAYAAJBdXl5e1jhj9oz9NblDQ/VcuVnVj9kXoj2yYK2uPXVOPZ67VxcDA6xpbx6+ZN3MNgEAAAAAjnPgwAG7zz3nFUKxLAgLC1PTpk21b98+570iQC5o166dXfNVrFjR6W0BAAAwTEj1ybFLeuXQpXR3yN5rQtXyvaH66fUparvtoF07rtv6nfrt+a/V7aW+Oh763zhmJoQjGAMAAAAAxzHnk+0595yXwZlXAiNO223hwoXq3r274uIYiwDudfV1Svnx397830ZGRiY+DwoKks//l1ICkL/x/uD64uPjFR4ebj223QcHB8vbm+FxPdGR6Dg13HT1dU5PwJUYTfxwtnr+9q/d6z1cvIi6jL5fWyqWTr69ZqEq4J36eMn2/hAVFZX4PDAwkOMHALxHADk8rouIiLAeh4SEJN572nEd3zEA8P7guuesPesTx8leffXVvG4CAAAA4NHKBfjoZPPQDOeJ9vdT72fu0Rv32tf73Sh/5rz+ePYrdfprd/LtrQvTqogr2W4vAAAAAMB9uHUoVrlyZV24cCFXtvX0009r3bp1ubItAAAAID/z+f9xxjKS4O2tUfd30qDHb1esnVeXF4mK1sLRk/XA/9Ynm3779vPqsuVcjtoMAAAAAHB93u4+aJu5OVNsbKyGDRumDz/80KnbAQAAAJCcCcaaFc54GOQJnZvollfuV0TBALt2n298vL4aN1dvTloir/j4xOnrLsRa44wBAAAAADyXW4dixvz585227r1796pt27YaN25cvhyDCQAAAMhrC+sW1XfVgzKcZ1mjqmrzzmAdKhFs93pfmPWbpr470xqfLCkTjF2M49gfAAAAADyR24din332WeIAnY5iArB3331X9evXt0ommudpDfwGAAAAwPm6FAvQ3ibFMpxnS8XSavHeUG2sco3d6+3x+79aNmqiQiMuJpt+7fowzT4Tne32AgAAAABck9uHYkePHlW/fv0UE5P8Cs/s+vfff9W8eXM9//zzioqKIhADAAAAXECwr7dONw/NcJ7joUXUbswg/dy0ht3rbbPtkFY/86WqHk1eOnHInkiVWh+e7fYCAAAAAFyP24dixs8//6zOnTvrxIkT2V6HCdVefPFFNWnSRBs3bkwMw+ghBgAAALgGc2xuxhnLyMXAAN0+qrc+6dbC7vVWOx6m1c9+qdZbU49XXHHLZUqpAwAAAICH8IhQzPjtt99Ut25dzZgxI8vLrl69Wg0bNtSbb75phWOUS3SMHTt2aPTo0WrTpo3Kli2rgIAABQUFqUGDBnr00Uet0pSuxowjN2vWLIeuc9euXVbgev311+uaa65J3A9VqlRRjx499P333zuspyMAAEB+YIKx+0sWSPfn8T7eenxoVz0xuIvi7SyDXvz8Jf0ycqLuW7k51c8qbY3W1qj4HLUZAAAAAJD3vBJMAuSmvL2907x69O6779bnn3+uYsUyHnfg0qVLeuGFF6xxyeLj49MMw8w0f39/K8w4dOiQ9TwuLs7hv4snOXXqlIYNG6YffvjB2q/FixdX165dVbJkSR04cECLFi3ShQsXrHm7d++u8ePHq0yZMnnaZvPavvbaa5o0aZJat26tFStW5HidZ8+etcI/E9Sa/ZCRChUqaOLEierYsaMcLa3ejm78b59t5v82MjIy8bkJJn18fPK0TQBcA+8Prs98joaHXy1jZ7sPDg5O81gQ+cu2S7G6fvO5DOe5/c9tmjJ2pgpG238R0gv3d9KYe643B1LJpjcq5KOl9UKy3V4AnncMYYZdsAkMDOQ7BmDHcV1ERIT1OCQkJPHe047r+I4BgPcH1z1n7fafOP3799eZM2f08ccfq2jRotaOMz196tSpo/nz56e73NKlS62eZePGjbM+qNILxEzAtn//fu3bt0+ffPJJLvxG7m3t2rVq1KiRpk+fbh3omPHeTBBmwqZ33nnHCsrMcxOG2Upfmvk3bdqUJ+09fvy4FVxVq1ZNX3/9tWJjYx2y3u3bt6t+/fqaNm1apoGYLZTr1KmTNT8AAADsU7ugr05kMs7YT61qq/2bg3SyaCG7d+tb3y3VV5/8JN/Y5BfDbboYp+Jrzig+H15gBAAAAACewO1DsSeffNLqEWaCjZ07d+qee+6xwqyTJ0/qtttu08CBA5P1Djl37pwGDBigm2++2Qpn0ho7zEwrVaqUZs+ebYU4tl5MXbp0yZc9bOxlxmIzY7sdO3bMen7XXXdZvZ8KFUp+AiI0NNTatzfeeKP13LxW5rF5/XLL6dOn9fTTT6ty5cr69NNPdeXKFYet24SopsfX0aNHrb+jl19+WevXr7euhIqOjtbBgwc1depUtWrVKtlythBx27ZtDmsLAACAp/O1Y5yx9TXKqcV7Q7WtfAm71/vAko2a+u4Paf6s5NowrT5P+WsAAAAAcDduHYqZAKF69eqJz0uUKGGVqps7d641hpUJsL799lvVq1dPy5cv148//qjatWvru+++SzcMMzfT+8wEE7fffnuy7ZUrV84KOJB2yURTIvH8+fPWc9Nr74svvkizG6Th6+tr9R6zBWam1OAdd9yRrPSEM5iSSyNGjFClSpX0/vvv6/Llyw5dv+lp1rNnT504ccL6OzLjiZlx1Zo0aaIiRYpYpThNqUQzz6pVq6y2JGXGFhs1apRD2wQAAJAfmGAs2Cf98cMOlC6m1u8O0fL6lexaX4yPt768uWm6P+++LUKV14dlq60AAAAAgLzh1qGY6YUUEBCQaropzbd161YrNDMhl6003b333muFFemVSrz22mu1ePFiTZgwwQp1UjLjDxGKpc30yDM9vmxMzz0zllhGTHA5ZMiQZCUHX3nlFTnLypUrrb8DE0yZQMr0IDSBlSOZXmemhKT5OzF/nyYIS4/5G3zjjTcSe8zZmDHXnB0OAgAAeKK9TUP1QeXC6f78XOFA3fxKP33bsWGm63rwkVu1rFHVDOc5H5dAOUUAAAAAcCNeCR5eD/CRRx7R559/nvg8rTDMTHv44Yc1ZsyYVKX+kDkTJJpylEmZMdhMb6zMmB55Zvw3m4IFC2rPnj2JJSsd6eLFi6leX9NTLDg4OFn5xHbt2mnFihXZWr/5nW+99VZrfDJ7zZs3zyr1mZQJdU2vRncftNCVMMgtAN4f3JcpMWx6exu2e/P57WkDssNxzsTEq+bGs+nPkJCgF6f/qlenLE/zx2/c206j7u+UpW3OrR2s1kX8stpUAG7+HSPpBY2BgYHWxbQAMj6uM8NLGCEhIYn3nnZcxzkIALw/uO45a7f+xDFlENNjegENHjw4sYRfylKJtp1syi/+9ttv+uSTTwjEsill7zlTrtKeQMwwwU/SEpiXLl3S66+/LmdIK/AsUKCAVXbTEWbOnGmNb2f+lrKiefPmqaaZse8AAACQPcX9vHW6eWj6M3h56bWeHdX3qbt0xTf5Cexp19fTi31uyPI2b9sWoVJrzmSnuQAAAACAXOLWodiAAQOssahSmjNnjmrVqmWVQbSNE5Y0ZbQ9N+NavfXWW2rdunUut9xzmB5NplxgUt26dcvSOkzPqqTM63bhwgXlFvN34AimfKTplWiuDsyK0NDUJ2xKlizpkDYBAADkV+aCODPOWEa+79hInV/tp/BCBaznv9e+VgOeuFMJ2bxaPc4EcmvOKC4f9soHAAAAAHfg1qGYCbbWrFmT+HzDhg264YYbdPfdd+vYsWOJpRFtN/Pcz89PgwYNssZ6io2Ntebt27evwsIYJDs7pkyZkmpa06bpD0ieliZNmqQqabhgwQK5m+HDh6tDhw7ZKruYVOnSpVWlShUHtgwAACD/MsHYuCrpjzO2sn5ltXpviP53XTXdPqq3ov1zXgKx1Now/S88OsfrAQAAAAA4lluHYsaDDz6op59+Wm3atLHK0JmxoJKGYTZmmglrNm7cqK+++kqbN2+2xo4y06dOnWr1LDP3yJolS5akmtagQYMsraNhw4ZpliLML3bs2JHsuSn7mVZNVQAAAGRPjxIFtK9JsfSPx8qX1C2v9tPZIgUdtov77Iy0eo0BAAAAAFyH24diR48e1YcffqjVq1cnlkVMGYaZcaPeffdda546depY0ytUqKBff/1VY8eOVUBAgM6cOWP1GOvSpYsOHTqUh7+R+zh//rw2bdqUbFrhwoXtHk/Mplq1aqlKDpqwLbcG1strixYtSnxcuXJlPffcc3naHgAAAE9UxNc703KKzmCCsbMx8bm+XQAAAACAB4ZiRtIwLGUg1r59e6tXmOlN5p3G2ABPPvmkVXaxUaNG1vyLFy9W3bp19cknn6Sa98qVK+rYsaPTfx938e+//yo+PvkX/LJly2a5l5N5XcqUKZNsWmRkpA4cOCBPd+nSJY0fP956XKxYMf30009WsAgAAADnMMFYp6I5L5GYVKUTZ3X9v/vT/Xn1jWf1zL7cGzMXAAAAAODBoVhaYVhQUJA+//xzLV++PNPxmWrXrq21a9dq5MiRVkBz4cIFPfHEE2rVqpW2bNmSOJ8Zp2zlypVO/V3cSdJ9Y5My3LJXWsuZ0M3TmbD2xIkTVg8x87dVr169vG4SAACAx5tWM1ir6hd1yLpCIi9p4ejvtPTFSeqzPHkVhaQmnbpMOUUAAAAAyGMeEYolLbNnHpsSiFu3btXQoUPtXoevr69ee+01rVq1SlWrVrXWY4Kyxo0b69FHH9U///xjlWnEfw4ePJhqd5QuXTpbuyg/hmKvvvqqvvjiC3Xv3t0qQ2l6KAIAACB31Czoq9PNQ3O0Dv+YWM1+Y6pqHjkj/9g4TX7/R700dbn5UpJhOcV9l+NytF0AAAAAQPb4ygOYXmImxDLl5z7++GP16tUr2+tq3ry5FYA988wzVk+zmJgY697ckNzx48dT7ZKiRbN3xW1ISEiqaaYHlSc6efKkHn74Yc2ePTtxTDFTxvP111/Pdk+7rDIlRZ2hRIkSKlmypFxRXFycdUv6HAB4f3APplyz7X3bVrrZPM8v44/CuU42DdE9OyP12/nYrC2YkKCvP56j9luSl/x+ZepyVT5xVoMfu10xfml/3Wr2d7gaF/LRwtpFctJ0AHnMfBYlHVKA7xhA5sz/TNLjOU89ruMcBABPeH84deqUTp8+LU/jEaGY+eC88cYb9d1332W7p1JSgYGB+vTTT3Xbbbdp0KBBOnr0aOLPsjpelicLDw9PNS0gICBb60prOTOumCc5e/asxo0bp7Fjx+r8+fOJ02NjYzVhwgTNnDnTCnX79+/v9LY0aNDAKesdPny4nn/+ebki8wFjxnBLysfHJ8/aA8B18P7g+syJk6ioKOtxdHS0dW+epzVeLJAd31Xw1YFob7XffcXuZUZPXa6+v/6T5s/6Lf9b5c9E6K4RvXSucGCa82y8GKdS68O1r06AvPmOAbjtMYTtc8l2boLvGEDmx3VJj+ds1Zs87biO7xgAPOH94aOPPtLbb78tT+MRnziPPPKIFi9e7JBALKnOnTtbPWpMeTukZjt4cVYoljQ4cmdmXLt+/fqpXLlyevnll9P9vUwIOGDAAGtsOwAAAOSuigHe2l/HvmPZ+3/5Sy9P+zXDeTpu3q8/n/lSFU+czXC+ylujtSjCda8OBQAAAABP4vahmOkh9sknnzitB5cp6zd37lw999xzTlm/OzM9nBwVihUoUMBje4pNnjzZCsJatWpl9dAKCgrKcP4333xTs2bNyrX2AQAA4CrzneJA3QJqXjD97xY1D5/SV5/MtWuX1TpyWmueGa+mO49kON9Dh2NUcctlXgYAAAAAcDK3L584atSoXNnOmDFjtG3bNi1YsCBXtucOTJnJlJLWU8+KtEJNPz8/eYKJEycme25KapgeiNOnT9f48ePTLENpej9269YtzbDQEcy4ec4aUyyz0C+vpKzPa9rpql2TAeQu3h9cnzm+sF2MYyu3Y45DPK3MDlzHvDqB2hMVp9ZbUvfw31GuhF7sc4PenrTErnWVOndRK0Z8o95P36OfWtXOcF4TjO29rqgK+1CyHXCXY4ik32XN9ze+YwCZH9fFxMQkO69kvp972nEd3zEAeML7w7Bhw9SrVy+3Gt4nX4RiubnzHnvsMUKxJAoVKpRqHyWtp54Vly+nvjLWVcOVnDJfmszfrbmZHogPPfSQZsyYkWoQw++//14PPPCAU9pQv3595UdJP2DMY1f9wAGQ+3h/cP3PTttrZDthYp572skTuJYahX10oklRld5wLvkPvLz0zt3X60DJEH37wY8qEJO6ekJKBaNj9ONb0/T0oJv14W2trHWkp8pf5/RU2UCNKJ/6WBuA60n6WcR3DMC+47qkx3OefFzHdwwA7v7+UKZMGevmabzdvQdOkSJFcm17jRs3VoUKFXJte66ucOHCTg3F0lq/pzHlOU2PscGDB6f62bx58/KkTQAAAEheTvGGoNRfm364vp5ueGOAzhQpaNfu8k5I0AdfL9LH4xfIOy7j6grvH41S8TVneBkAAAAAwMHcOhTr16+f07exZMkSvfrqq9q0aZOKFSum/fv3O32b7qJ06dJ2hVv2SCtMCw0NVX4xbtw4Va1aNdm0P//8M8/aAwAAgP98c62/fq/un2qX/Fn7WrV4b6h2l7H/uPWx+Wv00+tTVCgq84vJTDB24kr2ypMDAAAAADwsFMsNderUscYTa9++vX755Ze8bo5LSRniGGFhYdlaV1rL1ahRQ/mFv7+/VUox5T7JbsgIAAAAxyrv762TTUNSTd97TahavjdEq2rbX1Gi+/qdWvn8Nyp9NjLTeev+dVZDdmc+HwAAAAAgc4RimShbtqzuuOMORUZG6q677tK+ffvs2K35Q7Vq1VJNO378eLbWdezYsVTTatasqfzkzjvvTDUtPDw8T9oCAACAtJ1pUVzDyyUvmRgWXEg3vj5A066vZ/dua7z3mNY+/YXqHjiR6byzw6IppwgAAAAADkAoZgfbOGImGHvooYccsd89phedGWfBWaFYrVq1lJ+YcpHXXnttsmkFChTIs/YAAAAgbc+WK6jDzZKXTIz291PvZ+7Rm/dcb/duq3A6Qque+0o3btpj1/ymnOL6yBheFgAAAADIJkKxTBw5ckQzZsywwp+EhAQtW7ZMe/bY96XV04WEhKhBgwbJph09elQxMVn7on7lypVUYZpZrxnDLb8pWbJk4mMfHx8VLVo0T9sDAACAtAV6e1m9xpJK8PbWyH6d9cBjtyvW276vWsGXorVw9HcauGSDXfPfsjVC167LXslyAAAAAMjvfOVhNmzYoF27dunMmTO6dOmSYmNjFR+ftcGpzfznz5/X9u3btWLFCiu0SerPP/9Mczyt/OiGG27Q33//nfjcBGLbtm1LFZZl5N9//00VpN18883Kj0wQZlO7du1UPfEAAADgWkwwtiT8inrtPJ847ZubmuhQiWDNemu6ikRFZ7oOv7h4ffPxT6p8Ilwv9rnBCtcycjE+weo1drp5KMeLAAAAAJAfQ7FJkybp1Vdf1cGDBx26XtM7zEgaTmS3RKAnuuWWWzR27Nhk00xIlpVQ7K+//ko1rUuXLsqPTJhr07Zt2zxtCwAAAOzTOcRfp5qHquTa/3pwLb2umlq/O1gLXplslUm0x8gfVqryibMa8MSdVjnGzJRYG6YldYN1XeHM5wUAAAAAeED5RBNa9e3bV4MGDdKBAwes5468mTAsZW+d0qVL59nv62o6duyoypUrJ5u2atWqLK3jt99+S/bc9MLLj4GQGbNu//79ic979eqVp+0BAACA/by9rpZTLOv/31esLRVLq8V7Q/VXlTJ2r6fnb/9q6ahJKnb+kl3zd94SoVu2nOOlAgAAAID8EIo99thjmjJlSrIAy5G3lIKDg9W9e/c8+V1dkdlHJpBMat68eXaXrDSlKX/++edk0x599NF8WQZm6dKliouLsx43btxYrVu3zusmAQAAIIv+ua6Y1jQISXx+PLSIrh/zgOY3rWH3OtpuO6jVz4xXlWP2jR22/kKsVU4RAAAAAODBodjatWv12WefpRtgpVcKMSuS9horUaKEZs+erWLFimWzxZ7pgQceUOHChROfnzp1KlXvr/QsWbJEERERyULHAQMGZLjMvn379Omnn1olM83Yb57iww8/tO69vb31ySef5HVzAAAAkE1VA32sXmM2FwMDdPuoXhrXtbnd66h+LExrnhmvltsP2b2MCcYuxWX9Ow8AAAAA5BduPabYa6+9lirw8vHxUfHixZOFNJcuXdKJEyd0zTXXKDAwMMN1xsbGWqFOVFSUFbRVqFDBKuXXvn173XfffcnWi6tKliypESNGWLekAY/ZZ5l5//33kz0fPXq0ihQpku78ixYt0t133229poYZR86UazSvbXaZ19pR5Q+//PJLHTt2zPrdu3btagVc9vj222/1+++/W4+ffvpptWzZ0iFtAgAAQN4xwdg7Ry5ZtzgfHz32YDftLVNMY7/5n7ztuGCv+PlLWj5iguqNe1R7yv4XsmWkwvowza5VRNcH+zvgNwAAAAAAz+KVkJ3uUy7g8uXLCgkJscrvmV+hadOmGjVqlG644QYVLFgw2bwnT55U+fLlrRBt+PDhma7blP6bP3++hg4daq1/wYIFatGihRN/G/dnyv6Zfb9y5crEaYsXL1bnzp3TXWbWrFm65557Ep/feOON1jIZBUnlypXT0aNHk03r16+f1WssO0wvNfN3lPTfoEGDBvr777+zvC7zu5oSiDYNGzbUN998o+uuuy7D5UwY1qVLF124cMEKXqdOnWp3mGaPtHpRuum/fY7/Rk1waRMUFGSF6ADA+4PrM8dm4eHh1mPbveld7sjPSyC994ekF1CZC+yyc/xwIS5BFdf/Vwrxjj+3asp7MxV4JTbTZT+8taWeHNI1y9vsXNRPU2sGZ3k5ALn/HgHkt+M6W8Ugcz7Gdu9px3V8xwDA+4PrnrN220+cNWvWKDo62np811136Y8//rDG+koZiBmlSpXSTTfdpO+++86udZsP4ltvvVUrVqywPqxvvvlmbdq0yeG/gycxB/5z5sxRo0aNEqf16dNHW7duTXP+v/76S4MHD0583qRJE/3www8ZHgSFhYWlCsRs68qur7/+OtU/25YtW6wSjVlleqwlZYK1Zs2a6cknn7SC2bQOkEyZRPP3Zb5ImVB32rRpHncgCAAAkN8V9vFKVk5xTqs6av/WIJ0KLpThcj+1qKWnB92SrW0uORfDOGMAAAAAkILbnn0/dOhqbX0zvteECRPk65txJciBAwdqx44d2rBhg93bqFGjhj766CNr3CoTuJ0+fTrH7fZk5soeM5aY6e1kmP1letiNGTPGCplM8LN37169/vrrVknKc+fOWfP17NlTy5cvT7xCKD3mtTbjuqVUs2bNLLd1//79VunFpCUfk4ZVJqgy48clHe8sM2mVizTrMqUkTRlOE8w+//zzVolIM25a2bJlNWzYMHXo0EEbN260ejLaMzYeAAAA3JMJxr6oerUc+7oa5dVi7FBtL5f6+NZYX62sej9zj+J9cvaVzYwzFp8PqwQAAAAAgEeVT/zggw+ssZeGDBmiL774ItP5zVhhpvSeKdH3/fff270d01PMjFdlAh4TjP300085bHn+sGTJEr311ltWOcW0/sRM+NOuXTsrlOrUqZPd6505c6bVA82UtTTMa2PKD1auXNmu5U0QZcI425hk9jBhXdWqVbVu3boM5zN/I6bk5ty5c62/m/SYANeUVjR/TyYQrFatmpyJ8olXUboAQHp4f3B9lE+Ep5VGi01IUOm1V8spFr0QpdlvTFWHf/cn/vxAyaJWYHYyJEiOsu26Yirp77bXRAIuifKJQNZRPhFAfsc5iLw/Z51x9yoXH1PM7LjatWvbNb8JIvr372+FaabnkgnI7GFK2ZmePDNmzNDPP/+sX375xRo7K6vMWEYjR460AhxT4rFevXrWes1YUmZsI09jxtcytxMnTmjt2rU6cOCAtQ8KFy6sSpUqqXnz5ipdunSW12vGIKtfv7419pjZb3fccYeKFi1q9/JplV90FNOLzfQuM6USbb+z6WVo/k7Na27KeJrwzrQ/rTKfAAAAyB98va6WUzS9uM4VDtRNr/bT1x//pPt//VvnChVQl9H3OzQQM2r/dVbTahRRpxB/h64XAAAAANyJ24ZiZnB1kxyaZNVephfPu+++a5Xvs6d3mY0JcWzGjh2brVDMlMszY27ZrF69Wl9++aUCAgJ02223WW0zIZmnMcGX+f0cyZS1NDdXZcIvMyYdAAAAkBETjP11IUadt0So31N3aW+ZYvq9zrXaXqGkU3Zcz53n1btEgD6q4nkX5QEAAACAPdy2foZtbCkzVlVWwq1bbrlF33zzjbZs2WL3crZSeCaEW7ZsmcLDw7NVTtDGBGELFiywSvitWrVKdevWtcpAmpJ6U6dOzbVuggAAAADy1nWF/XS6eaipH6JXe3XUrw2qOHV7U05HWz3UAAAAACA/cttQzJQfNEzvq5iYGLuXe/LJJ63eZffff7+io6PtWiZpgGaW/fPPP7Pc3latWllhl7l99NFHVjhXoEABNW7cWKNGjdLu3bv16quvWj+rWbOmpkyZkuVtAAAAAHA/pty26TXWpohfrm2TYAwAAABAfuS2oVj16tUVEhKi48eP67333rN7OVP6sFGjRvrnn3/Ur1+/TMsv7tq1y+rllXTgt71792a5vWasqcmTJ1uB2uDBg9Ocx5TcM2NRmRKPZtyzBg0aaNGiRVneFgAAAAD381PtYK1uYP94uUn5xMVp+MyVCrx8JUvBWCxVKgAAAADkI24binl7e+vOO++0el6ZnlYDBw7Ut99+a40XZsKue+65J1nJwqRefPFFa7mZM2eqS5cuOnjwYJrzHThwQLfffrtiY2OTTb9w4UKW21uwYEH17t1bLVq0yHReE45t3rxZjz32mAYNGqROnTpp69atWd4mAAAAAPdSLdD3ajnFrEhI0LjP52vMt0u1fOQElThn//eV0mvDdC72arl4AAAAAPB0XgluPIDVhg0b1KxZs2S9uGzMr2WCMzN210033ZTq582bN9f69eutZf39/a3gqXXr1ipevLjOnz+vdevWae7cuclKLJp1mvlNicNHH31UucEEcG+88YY++eQTK/gzoV+RIkVyZdvwDGn9f7Rr186uZfv372/dPIHpFRoZGZn4PCgoSD4+PnnaJgCugfcH12fGd7WN6Wq7Dw4Oto71AGe/P0RFRSU+DwwMzNXjh9JrTU+uzOd75sff9e7ExYnP95UKUZfR92tn+avjMNtjZb2iqlPIN7tNBfKlvH6PANz1uC4iIsJ6bCpA2e497biO7xgA8uv7w6RJk6xbZlauXJlqWm5FVW4dihl33323VZrQnPhP61cxJ/9//fXXVNNNmUITgtnG+UovWDNsP7PNt3TpUnXs2FG5afny5VZPM7P9999/Xz169MjV7cN9pfW3ba+XX35Zo0ePlifw9A8cANnH+4PrIxRDfj7hPfPMZT20J/2eX3ev2qKZY6anmh5eqIBuH9Vbv9WrZPe2vqsepC7FArLdViC/cYX3CMDdEIoByO88/RzE6NGj9corr2Rr2dyKqtz+UsDPPvvMGqfr5MmTaZ78N2OOpcX0FBs+fLjeeuutdAO1tNZnrl4xYZqzmHZs27bN6gX3999/Wzcz/pntKhrzcxOOmfHJvv76a5UpU8ZpbYHnsrenWMWKFZ3eFgAAAKTvnuIF1Kmov6puOJvqZy23H9LksbPSXC7k4mUtfXGSBg67Q1M6NLRrF9+/K1LPlI3V8+UL8ZIAAAAAyDJzPtmec89p9RTLLW7fU8zW66tbt24KCwtLFWQNGTJEn3/+ebpXp5hxyebNm5dubxpb7zDbvSll+Pzzzzu0/Zs2bdLixYu1YsUKK+C7ePFiqjYYKcO7okWL6sMPP9T999/v0PbAs2TUCzI/8fSrMABkH+8Pro+eYsgrrtQLxBy/lVgblvi8yrEwrX5mvEqcv5Tpsi/17qjXenQwB4Z2batpYV8tqls0R+0F8gNXeo8A3AU9xQDkd5yDyPtz1h4Rihn79+/Xs88+q59++sn6gDVuuOEGzZo1yxpzIj0xMTEaNGiQvv/++wzLzJnd1KVLF/388885KkdnXLlyRUuWLLHGLJs/f75OnTqVbDtGWr3XTAjWqFEj1a1bV+XKldOhQ4c0Y8YMazy0L7/8UoUKcUUnUiMUu4oPHADp4f3B9RGKIa+44gnvsmvPKDpBWv7CN+rw7367l5t0QyMNefQ2xfjZXyzkTIvi2WwlkD+44nsE4OoIxQDkd5yDuIpQzIHOnz+vPXv2WGUOK1Wyv37+zJkz9dJLL2nnzp2pfmbCpieeeMKqh5mTA1zTJXDixIlWcGfrsZJRCFajRg21bdtWrVq1sm7Vq1dPtU5TVvHRRx/VunXrrLHV6tSpk+32wTMRil3FBw6A9PD+4PoIxZBXXPWE99gjl/T9X8e04JXJqnfwpN3L/VK/su4a0VMRhQPtXoZgDHC/9wjAlRGKAcjvOAdxFaGYCzGlDNevX68zZ85YYVjVqlWtGpiFCxfO0XrbtGmj1atXZxiEmdDrxhtvtLZnbiVLlrR7/d99951V1tGMM2Z6tAE2hGJX8YEDID28P7g+QjHkFVc+4b3lYqxuXXNCM8dMU+dNe+1ebmuFkur6cl8dLBVi9zKnm4fmuFoG4Ilc+T0CcFWEYgDyO85B5P05a/trZ+QTpjyhuTnawYMHE8cls4Vhfn5+6ty5s7p27WrdTEnE7DLjipl233HHHTpy5Ig1lhoAAAAAz1S3kK+2tC+rygH367PP5mnwko12LVfn0CmteXq8ur/URxuq2/f9w4xldrJ5qHwIxgAAAAC4OUKxXFKrVi0dPXrUCsOqVaump59+Wj169FCRIkUcto169erp999/10033WSNlfbII484bN0AAAAAXEtBHy8db11SJXxu177SxfTWd0vtWq70uQta+cI36vnsvZrXopZdy5RaG6a9TYop2Nc7h60GAAAAgLzDN5osuHLlijp27JitHV27dm3rvm/fvtqyZYvVk8uRgZhNmTJltGjRImt8tB9//NHh6wcAAADgOkwVijMtS2jMve3U49l7Fe1rX+m2gtExmvPGVD0+90+7t1Vlw1ntjYrLQWsBAAAAIG8RimVBWFiYVq5cma0dXbduXWuMsnHjxlllE52pbNmyuv7669W/f3/t3Wv/+AIAAAAA3NOZFsW17ZZGuuGNAQoLCrRrGe+EBH301UJ9NH6+vOPi7Vqm+T/hWhZ+JYetBQAAAIC8QSiWBTt27Mj2jm7QoIFVNjEoKEjOtn37di1dulSXLl3Siy++6PTtAQAAAMh7v9YP0S1d6qjFe0O1u0yo3cs9/vMaq9dYwcv2hV09dp7Xe0cu5aClAAAAAJA3CMWyYMqUKdne0fXr17fKL+aGhx56yArEzPhlixcvzpVtAgAAAMh7D5YJ1Kedq6jle0P0R60Kdi9367odWvn81yp9NtKu+cccuaRO/57LQUsBAAAAIPf5ysNdvnxZFy9eVFRUlOLj7SsJkpQJsg4fPmyNzzVhwgSrZn92BAQE6PPPP1du9WiztTMkJCRXtgkAAADANTQO8tNvHcrrusABmvTBbPX4/V+7lmuy55jWPP2Fur58v7ZWLJXp/Jsuxqr4mjNW6UYAAAAAcAceFYodOHBA8+fP14oVK7Rz505rPK3o6Gi5irZt2+bKdkaOHKmnnnrKGrvs3XffzZVtAgAAAHAdpfy9dbhtaZXyvUf7S4XohVm/2bXctacj9MdzX+quET31S8Oqdi1DMAYAAADAXXglmBp7bm7z5s3W2FkmELNx1q9lemDFxcXJ1V24cMEKxUwPNeRvafVu9IB/+ywz/7eRkf+VAzLj+/n4+ORpmwC4Bt4fXJ/p7R8eHm49tt0HBwfL25tK4HD++4OpOGETGBjolscPJrR64H/r9flnP8vXzuoZMT7eGvrIbZrYubHd26HHGPIbT3mPAHL7uC4iIsJ6bKtuZO497biO7xgAeH9w3XPWbt9T7Pvvv9fgwYOtMocpd1p2Sx2mx52ChMKFC+d1EwAAAAC4ABNWFVdTHSpRVDPHTFeRqMyrafjFxWvCx3NU6WS4Xupzg/lyleky9BgDAAAA4Orc+jKMlStXqn///laJRBNYmRAs6Q0AAAAAcDUY29qyhtq8M1iHixexe5e8OGOFvn9vpvxjYu2a3wRjMfHuczEhAAAAgPzFrUOxhx56yOp2nVYIZkIyR94AAAAAwJ39c10xNW5eUS3ee1CbKpexe7neKzfrlSm/2D1/mXVhOnTZ9UvOAwAAAMh/3LZ84l9//aUdO3akGYaZOsTXXXedatasqZIlS6pQoULZqutt6v+eP39ee/bs0YoVK3Tp0iUH/gYAAAAAkLveq1xY04N8df2YBzT9nRnqumFXpstsrlhKb97bLkvbue7vcE2sFqTuoYxxDAAAAMB1uG0o9s8//6QZhj3//PN68sknVbx4cYdu7/jx42rRooWOHDni0PUCAAAAQG7qUaKAajQrqZtf7K2Pxy/QwwvXpTvvsWJB6vpyX0UWLJDl7QzYHam7zl7R+GpBOWwxAAAAAOTz8oknT55MfGwbT+zzzz/XG2+84fBAzChTpoyeeOIJh68XAAAAAHJbo8J+2ty0hB55qLueHniz4tMYk/lCAX8rEDtSomi2t/NjWLQ1zhgAAAAAuAK3DcUCAwOTPa9ataoGDx7s1G126NDBqesHAAAAgNxSyt9bh5sX1/t3ttE9z/dQlP9/hUTivL103/D79HeVaxyyLYIxAAAAAK7AbUOxKlWqJD42vcTat2/v9G1Wq1ZN119/vdO3AwAAAAC5IdDbS6ebh2p26zrq8OYgnQouZE1/bGg3LWxaw6HbMsFYbEKCQ9cJAAAAAPliTLHmzZtbY4iZ0olGiRIlnL7NQoUK6ddff3X6dgAAAAAgt5iLDM+0KC5ThL7F2KG6489t+rxrc6dsq/TaMP3ZoKiqB7rtV1EAAAAAbsxte4qZEKxdu3aJodjZs2fzukkAAAAA4LZMMLa/dDGrnKIztfrnnMYcvujUbQAAAACAR4VixhNPPJH4+MiRI3naFgAAAADwhGAsN7x3NIpxxgAAAADkOreuWdG9e3e1adNGq1at0sqVKxUVFaXAwECnbe/y5ctWCcW4uDinbQPIDfaOwde/f3/rBgAAgPzDKqW45ky2lh38v/U6XDxY/2tS3a75zXZyK4gDAAAA4FyTJk2ybq7MrUMx48svv1STJk104cIFTZs2TQMHDnTatk6fPp1YrhFwZyZEdmR4BgAAAM9igqohuyM1Oyza7mW6rtuhzz+bpwR56dEHu2l8l2Z2B2PHmoXK39srBy0GAAAAkNcOHDhg97nnvOL2oVjNmjU1fvx49e3bVyNGjNBNN92ksmXLOmVb69atswahBtydGY/PHhUrVnR6WwAAAOCavqwWpPbBfnp834VM522055hmvD1DPvHmIsIEffHZPFU+cVbP9++sBO/Mq/Zfsy5Mv9UvqtoF3f4rKgAAAJBvVaxY0a5zz3kZnHkleEjXp7feeksjR45U7dq1tWzZMpUuXdqh679y5Yquv/56rV+/nvKJcCtpBbke8m+fJabsaWRkZOLzoKAg+fj45GmbALgG3h9cX3x8vMLDw63Htvvg4GB523GiHcjp+4Mp0W5jSrXnx+OHbZdidf3mc+n+vNzpc1r79Hhdc/a/Yy2bma3r6P6n7tblAD+7tjW0dAG9UbFwjtoL5BbeI4DsHddFRERYj0NCQhLvPe24ju8YAHh/cN1z1h5zGd4LL7ygmJgYjR49Ws2aNdOHH36o4sWL5zgIO3v2rP7991+rNOO+ffvoKQYAAAAgXzG9t/69LkT1/roaSidV5OJlLRw9Oc1AzLjnj60qd+a8bn2pj84EF8p0W+NPXLZujDMGAAAAwBk8pqeYsX//fvXs2dMpZQ5tu8ms11ztAbgLeopdxVVaANLD+4Pro6cY8gq9QJK7HJ+gcuvCEp/7xsZpwSvfqfOmvZnuy72lQ9Rl9P3aVa6E3fv/dPNQLkqES+M9Asg6eooByO84B5H356w9om/y3r17ddddd6latWpWeUOzQ80OdOSNscQAAAAA5GcFvL2soMrmjtXb7ArEjConwrX6mS/Vdst+u7dXYm2YImLjs9VWAAAAAPDIUGzOnDlq2LChfvrpJ+tqk6Q9uhx5AwAAAID8znw3spU2nNm2nh4f0lXxdn5fKnYhSktHTVKvX/+2e3tVNpzV3LDobLcXAAAAADwmFFu1apXuvfdeXbx4MbE3FwEWAAAAADiXCcaqFPDRJ7e21O2jeuligJ9dywXExmnK2FkaOf1XUx/FrmUG7Y5U401nc9hiAAAAAHDzUOzhhx+2anCmFYY5unyiBw29BgAAAAA5trZhiN6tVEg/N6+ldmMe0Imihe1e9vXvf9GEj2bLLybWrvkPRser+JozOWgtAAAAAEi+7roTNm7cqC1btqQZhhUrVkzt2rVTzZo1VaZMGRUsWFA+Pj5Z3oZZ1+XLl3Xs2DH9+uuv+uOPPxz4GwAAAACAextQKlA3BPvrOknN3x+qBaMnq+6hU/Ytu2yTKpyK0F0jeiqicKBdy5hg7HizUPl5U+IeAAAAQD4KxdavX58qwAoODtb777+vvn37ytfX1yk908aPH+/w9QIAAACAu6pQwEcnm4eq1FqpzTuDNeutabrxn312LXvD5n3647mv1GV0Xx0qGWLXMmXWhen3+kVVq6Dbfp0FAAAAkEfctnzi2bNnkwVifn5+WrJkiQYMGOCUQMy4//77nbJeAAAAAHBnPl5e1jhjpsdXl9H3a8KNpu+YfeocOqW1T41X491H7V6m7eZzenxvZDZbCwAAACC/cttQzJREtDElFG+++WY1bdrUqdusXr26U9cPAAAAAO7MBGM+/r4aNOwOjex7o93LlT53QSuf/1q3rtlu9zJTT0czzhgAAACA/BGKVapUKdnzOnXqOH2bQUFBqlChgtO3AwAAAADu6kjz4nqnUmG9eV979XrmHkX72je+c6HoGM15Y6oen/tnlrZnxhkz1UMAAAAAwGNDsWbNmiV7fv78eadv05Ro3L9/v9O3AwAAAADubGDpQG1sGKJp7Ruo0+v9dbZwoF3LeSck6KOvFurD8QvkHRdv9/ZKrA3T8StxOWgxAAAAgPzAbUOxMmXKqEWLFolXBB46dCivmwQAAAAA+H/XFvDRqeah+r1uJbV8b4j2lg6xe98M+3m1Zr85VQUvX7F7mXp/hWviySj2PwAAAADPC8WMxx9/3Lo3wdjvv/+uuDiuDAQAAAAAV+Ht5WWNM7arXAm1GPugVtcob/eyt63dYY0zVio80u5lnt1/kXHGAAAAAHhmKNajRw+1bt06sXziypUrnbq9mJgYVa5c2anbAAAAAABPY4KxkFJF1PHNgZrZ2v7xoJvsOaa1T32h2gdPZnmcMQAAAADwqFDMmDp1qooVK2Y9/uyzz5y6rYiICB08eNCp2wAAAAAAT7S6YYi+qR+q+4bfp7fvamv3cteejtAfz32ljn/vzXIwFhN/tdw+AAAAAHhEKFa+fHnNnz9fgYGBmjNnjlatWuW0be3YscNp6wYAAAAAT3dTiL/2Niuu5wfcpAcfvlVx3l52LVf04mVNfn+WCkTHZGl7ZdaFaeel2Gy2FgAAAICncftQzGjRooUVjBUqVMgqqbhnzx6nbGfChAlOWS8AAAAA5BdFfL11unmoxndppm4v9VVkoH+my1z289VdL/TU5QC/LG+v9eZzevHghWy2FgAAAIAn8ZWbio6O1smT/9WVN2N9TZw4Ub1791bLli01evRoBQUF5Xg7CQkJOnv2rBYvXqwlS5bIy8u+KxkBAAAAAGkz36vMOGPFJbV9e7AWjP5OZc9Gpru7+j59t9bUqpDt3fn58cvWzWwTAAAAQP7ltqHYzJkz1a9fvzR/FhYWpscffzzX2wQAAAAAsJ8JqV6/JlDN339QC0ZPVoMDJ1LN81z/mzSrTV2H7FYzzhjBGAAAAJB/uW35xG7duikgIMDqyZXyZq46TGt6Tm4AAAAAAMcbVaGQfrqxotq+84AWNa6W7Gdf3NxU797VxqHbM8FYVDzf8QAAAID8yG1DsaJFi+quu+6yHpsQLOktrWk5vQEAAAAAnKNSAR/t6VBW3V/qYwVhhgnIHn2om/ly5/DtlV8Xpg2RMQ5fLwAAAADX5rblE40hQ4ZoypQp1mNbDzEAAAAAgPvx8fLSydalVNz7Vq2vXlYz29RVnI+P07Z389YI3VrMXxOqF3HaNgAAAAC4FrcOxdq2basaNWpo165diYGYs0odErjBk7Rv396u+fr372/dAAAAgNxypmUJ3VqkhSIjY52+rXlnrzDOGAAAAOAgkyZNsm6uzK1DMaNfv34aMWKEFVoFBwfrgQce0HXXXafixYvLz88vR+uOi4vT+fPntXPnTk2bNk2bN292WLv/j737gI6i+ts4/qQRAgkhhd577x1BUKQIiCgqgiBFsPIXFQU7iKgoYsOGoDRFBQQFEQEVwQKhSu8QkE4KSYCE1PfM8CYmpLBJdrMl3885ezYzO+UyGyaz8+z9XQF2tHbtWquGZwAAAIA1LW1QUn9FJ+j2PVEFcmCNccbOtwniy5AAAABAPoSGhlp879lenD4UGzBggF544QXz55UrV6pVq6v1563tmWeeUY8ePfTrr7/aZPtAQerUqZNFy1WtWtXmbQEAAACyckMJL4W2ClLVTeG5OkD1j53Vi9/+rgdH9dXFYt4Wr1cqJFxHWgaqhKfTDr0NAAAA2FXVqlUtuvdsz+DMLcVW9QYL0A033GD25goLC7PpflasWKHevXubPcgAZ5FV6U8X+G+fa8b/25iYmLRpPz8/edhwjAoAzoPzg+NLTk5WZGSk+XPqs1EhwN2dG9ew/fkhNjY2bdrHx4frBzsxenJZokxkjEKe+lRVzkdpW/Vy6v3yYJ0Kzt2YYd/XK6EO/kXy2FIUJpwjgLxd10VFXe0FHBAQkPbsatd1fMYAwPnBce9Zu8RfHKO3WFxcnM3306xZM5vvAwAAAACQUVjb4OsekmJx8frxlXlmIGZoduS0QsZ8qsZHTufqcPbdG60HDkTzFgAAAAAuyCVCsf79++vuu+/O0AvEFgIDA1W5cmWb7gMAAAAAkHUw9kR5nywPjXtSsuZPWaCWh05lmF8xPFp/jpuh7lsO5OqQ/hARb3HvNAAAAADOwyVCsVKlSmnWrFlmOTRbKlKkiI4ePWrTfQAAAAAAsvZi5eIKaXK13FZ678xcodtD9mW5jl+s0YPsS438eVOuD6sRjBXG0uMAAACAq3KJUAwAAAAAUDjU8PHQmTZBadOP//C3Ri9bn+M6nsnJ+uzDHzR51kq5JSfnan+lQsIVn0wwBgAAALgCQjEAAAAAgFPxdHMzyyn6xMXriaV/W7zeuO/+0DdvLVDRKwm52l/5jeHaezkxDy0FAAAA4EgIxQAAAAAATunfzuV189sPaUuN8havc8+fu/TrC18oOOpSrvbVcccFfXjqch5aCQAAAMBREIoBAAAAAJzW5lur6e+vR2tp67oWr9N+379a//R01ToZlqt9TTh+WXU2h+ehlQAAAAAcAaEYAAAAAMCpDazur+rfPaYPbmtr8To1T0eYwViHXaG52ld4YoqCN+QuTAMAAADgGAjFAAAAAABOr5yPl+79YohGj+ypZDc3i9YJionVLy/O0oDft+d6f0YwlpKSkoeWAgAAALAXQjEAAAAAgEvwcHPTy2/00Z3PD9Blby+L1vFOTNL8txfq+W9/l3IZcpUKCVdsMsEYAAAA4CwIxQAAAAAALuXzJ2/UwKkjdbZkcYvXeW3eL5r5wRJ5Jiblal+VNobrYGxiHloJAAAAoKARigEAAAAAXM7n9zbWX4vHaE+lUhav88DqrfppwlyVuBSXq321235BS8Ku5KGVAAAAAAoSoRgAAAAAwCV1alxeRX8Zp18bV7d4na7/HNZfz3ymyucic7WvkYdi9MCB6Dy0EgAAAEBBIRQDAAAAALgs/yBfNV7xpGZ3aWbxOg2Pn9OGMdPV/NDJXO3rh4h4BW8Iy0MrAQAAABQEQjEAAAAAgEtz9/bSbd88qJfu62LxOuUiL2rduJnqHbIv1/sjGAMAAAAcE6EYAAAAAMD1ubnpiffv1hPj7la8p4dFqxS/kqDvX/tKo5atz1MwlpKSkoeGAgAAALAVQjEAAAAAQKHx0jNdtOzzRxTh62PR8h7JKZo2fbnemfGT3JOSc7WvUiHhSiQYAwAAABwGoRgAAAAAoFDp3Kuhzi1/WkfKBFi8zpM//K3v3vhaxeLic7WvsiHhikjIXZgGAAAAwDYIxQAAAAAAhU6pBhXk+9uz2lCnosXr9N2wV7f8czjX+6q9JUJbLybkej0AAAAA1kUoBgAAAAAolDzK+Kvm6me0qH0Di5afMOAmLW1bL0/76rYrSl+cic3TugAAAACsg1AMAAAAAFBouRXz1k3fP6Ypd3bIcbm5NzXVKwNvzte+xoZe0p17ovK1DQAAAAB5RygGAAAAACjc3N01/LNBmvpUXyW5u2V6eU2jahrxeF/JLfNrubUuOkHBG8LyvR0AAAAAuUcoBgAAAACApKHP99DqT0bqYtEiacdjb8VSuvOFgUrw8rTqMSIYAwAAAAqeda/qATiFzp07W7Tc0KFDzQcAAABQWLTq11zHqgSq5MCP5JmcrJ4TBuuCr49N9mUEY2Ftg22ybQAAAKCgzZ4923w4MkIxoBBau3atVcMzAAAAwJWUbVlVCb8+q55rTyi0bKBN92UEY+faBMndCqUZAQAAAHsKDQ21+N6zvRCKAYVQp06dLFquatWqNm8LAAAA4Ii8KgVp5X2BKhUSbvN9lQ4J17+tg+STxXhmAAAAgLOoWrWqRfee7RmcuaWkpKTYbe8AbM4ti2+cFsb/9klJSYqJiUmb9vPzk4eHh13bBMAxcH5wfMnJyYqMjDR/Tn329/eXuzvD48L254fY2Ni0aR8fH64fCqk8jf9lXHPnsvfXzuYBKleEa1RnwTkCyNt1XVRUlPlzQEBA2rOrXdfxGQMA5wfHvWftWn9xAAAAAACwstyO++Udn6CVL8/WnX/tztV6jbZGal1UfC5bBwAAAMBShGIAAAAAAFgQjLXwvf4IBG7JyZr97mJ123ZYCyd/o6cW/3m115iF7twbrbdPXOb9AAAAAGyAUAwAAAAAAAusbFhSL1UqluMyk+b9onv/2Hn1A3dKiqZ+8bM++mSZPJKSLD7Gk09cVr+9V8uLAQAAALCe63/NzQUkJCRo3rx5Gebdcsstqly5st3aBAAAAABwPqMrFFOHEl7qvjtzaPXAys16fuG6TPMf/Wmjqpy7oP7j+uuSj7dF+1kblWCOZZbb0o0AAAAACnkodvnyZY0YMSLD4G0LFy4kFAMAAAAA5FoLPy/taR6o+lsj0uZ13XpQn360NNt1em0+oD/GzVTvlwfrVHAJi/dFMAYAAABYT6Ern5iSi1ruAAAAAABkpXQRd51uHWT+3DD0jBa98Y08k5NzPFjNjpzWhqc/VaOjZ3J1UI1gjM+yAAAAQP4VulAMAAAAAABr8HJ30/k2Qeq29ZBKxF6xaJ1KYdH6c+wMs2dZbpQKCVciX/IEAAAA8oVQDAAAAACAPDLK9D//Vl898HhfJbpb9hHbCNB+mjBPI37elKt9lQ0J15n4nHujAQAAAMgeoRhsZt++fZowYYI6dOigChUqyNvbW35+fmrSpIlGjRqljRs3OtzRP3z4sBYtWmS17SUnJ+vHH380/71NmzZV2bJlVaRIEQUFBalevXoaOnSovvnmGyUkJFhtnwAAAAAK3lsv99Ctr9yvqGLeFi1vlFqc8eEPen32Krldp+xieg23Rui3C/H5aCkAAABQeBGKwerOnTunAQMGqEGDBnrllVe0f/9+de3aVaNHj9att96qI0eO6KOPPlKbNm3Up08fnT592u7vwvHjxzVy5EjVrVtXH374oVW2uWrVKjMAvO2228x/7/bt23X27FkzAIuIiDBDwzlz5pjHqnbt2lYN4wAAAAAUvG8eaavB7z+s46X8LV7nuUXrNH/KQnnHW/5FuXv2RWvc0Yt5bCUAAABQeBGKwapCQkLUrFkzs/eT0UtqyJAhCg0N1ezZs/XWW29pwYIF5rQRFBmWLVtmLr9t2za7vBNGIGf04qpVq5ZmzpypxMREq2x3ypQpZgC4a9cui5Y3jsndd9+tcePGWWX/AAAAAOxj1h319Om80dpSo7zF69z7x0798uIsBUVdsnidz8/GKXhDWB5bCQAAABROhGKwmi1btqhbt246deqUOd2vXz/NmjVLxYsXz7CcUTpw8eLFuuWWW8xpo/eU8bPRo6ygnD9/XmPGjFH16tXNXlzx8dYrP/Lxxx9r7NixZiiYW0Zw+MYbb1itLQAAAAAK3piW5bVr4RNa1qqOxet02HNc65/+TDVP5i7oIhgDAAAALEcoBquVTOzVq5eio6PN6ZIlS+rTTz81B53Oiqenp9l7LDUwM8oJ3nHHHYqNjbXpOxIZGannn39e1apV0zvvvKO4uDirbn/z5s164oknzJ9LlCihp59+Wn/88Yf57zOCN+M4/f333xo/frxKly6d5TZeeOEFs8cdAAAAAOfVu3IJBS98TNN6t7V4nVqnw7X+mc90w+7QXAdjySkpeWglAAAAULgQisEqhg8fbvb4SmWUJAwODs5xnQoVKujBBx9Mm967d685BpmtrF271hzbrEiRIvrzzz8VExOjCRMmWHUfxrhpxphhjRs31o4dO8wyih06dFBAQIC8vLxUqlQptWvXztzv0aNHNWjQoEzbSElJ0XPPPWfVdgEAAAAoeLV9i6jPzPv1xMieSs7mC4PXCo6+rF9fmKX+a3fkal+lQ8IVlZj7ahUAAABAYUIohnxbuXKlli9fnikks8SIESMyTE+bNs0c58sWWrZsafbkMgKppk2bytfX1xzDywjJrME4BkYvsPLly5vHpEqVKjkuX6xYMc2bN08DBw7M9NqaNWv077//WqVdAAAAAOzH19Ndz71+m/o9N0CXvb0sWsc7MUnfTFmgZxesNb41Z/G+amyO0N/RCfloLQAAAODaCMWQb0YpwPQaNWpklie0RP369VW7du206cuXL2vSpEk2eVeuHdvMULRoUbP3ljXMnDnTfJ4+fbrKli1r8XrG8sY4a9datWqVVdoFAAAAwL483dw048mO6vz6AzpbMvPnkuy8MXe1Zkz7Xp6JSRav02dPlMYdvZjHlgIAAACujVAM+bJ79+5M41/17t07V9vo06dPhukvvvhCFy8W3Ic4Y3yz/Lpw4YLZU+yWW27J9b/f6LGWvoxkqiNHjuS7XQAAAAAcgzHe8oohTdX27Ye0p5LlX8wbsWqLlr8yVyUuWT4e8udn48xxxgAAAABkRCiGfPnqq68yzWvVqlWuyxqmFxcXl6kco6MzxigzxhLL65hoxlhn1woL40MsAAAA4Go2962tG6Y8qDWNLKuuYei27bD+HDtDlc5dyNW+CMYAAACAjAjFkC9Zlfhr0qRJrrZhjO91rYULF8qZbNq0yQwD27dvn6f1jTKSWZV2BAAAAOB6Dt1SSRPefUBzb8r8WSg7jY6d1Yanp6vZoVO5DsaScjEuGQAAAODKCMWQZ9HR0dq2bVumUoCWjieWqlatWvLx8ckUtqU40Qe3CRMmaPXq1XlePzAwMNO8ihUr5rNVAAAAABzV4qbBOj/tfo0feLPF65SPiNG6Z2eq18Z9udpXmZBwnYlPzkMrAQAAANdCKIY827lzp5KTM36wqlChglkrP1e/hO7uKleuXIZ5MTExCg0NdZp3x/g3+/v753n9+Pj4TPOaN2+ez1YBAAAAcGRDyxZT18l36v4n+yne08OidXzj4jVozfZc76vh1ggtDb+Sh1YCAAAAroNQDHm2a9euTPOuDbcsldV6RuhWWERERGSY9vPz0w033GC39gAAAAAoGPWKeWrSs7eo28Qhiix+/RLq6+tU0rAn7szTvoYfjNG9+6LytC4AAADgCjzt3QA4r2PHjmWaV7ZsWauGYn369FFhsHfv3gzTffv2temYYjt27LDJdkuVKqXSpUvLESUlJZmP9NMAwPnBORg901PP26m91I1pZyq1DOdk/J6lr4zA9QNsxbjy/3Z4c7UP8NVPE+aq2tkLWS53uGyAbn/pPsV5e+V5X79cSDDHGTvbKiAfLYaBcwSQe8bf1fTXc656Xcc9CACucH44d+6czp8/L1dDKIY8O336dKZ5JUuWzNO2AgIyfyA7c+aMCotNmzZlmH788cdtur8mTZrYZLvjxo3Ts88+K0dk/IG5fPlyhnkeHpaVqAHg2jg/OD7jxklsbKz585UrV0t/GdNGCWbA1ueH1N85g3HDjusH2NLPt1ZWa9+HtfTVL9XmwIkMr0X4+qjnhPt1vqSvVfZVZlOkQhva7ot4hQHnCCBv13Xpr+cMnp6eLnddx2cMAK5wfnj//ff15ptvytW41l8cFKjIyMhM87y9vfO0razWM8YVKyyWL1+e9nP37t3VsmVLu7YHAAAAgH1s7Bisbm8M1+J29dPmGeON3fHCQB2oWMqq+6q6K05RSa7VOwMAAADICaEY8iz1Gz22CsWio6NVGBw6dEgbNmxI+1bA1KlT7d0kAAAAAHa0o0UJrX77Pk3te3Wc4WGj79C6RtVssq8me69ow6X/yoQCAAAArozyicizxMREq4ViWY2fVVh6ik2bNi2tdvYzzzyjBg0a2Hyf27dvt9mYYn5+fnJE19bnNdrpqF2TARQszg/OUWYn9bojtdyOj4+Py5XZgWOeH9zc3DJcs3L9gILySk0fhbx9j1p2aqwttSrYdF/3Ho3X8NLeeqNKMZvux9VwjgDydl2XkJCQdj2X+vnc1a7r+IwBwBXOD6NHj9bAgQOdangfSxCKIc9SL17SSz8QeW6kv9mQyssr74NHO4tjx45p+vTp5s+NGjXShAkTCmS/jRs3VmGU/g+M8bOj/sEBUPA4Pzg24zoh9T1KvWFiTLvazRM4pvS/Z1w/oKC1L+mhhQMaqfrmCJvv64tzV8xHWNtgm+/LlXCOAHJ/XZf+es6Vr+v4jAHA2c8P5cqVMx+uxvX+4qDAFC9ePNO89AOR50ZcXFymeY7a48iann76afOYlShRQosWLcpzTzsAAAAArqmEp7vOtwnK28opKfJMzPht5OsJ3hCWt30BAAAAToBQDHnm6+tr01Asq+27km+//dYMwoxvQ82dO1e1a9e2d5MAAAAAOGjPirz04Hrh29+18uXZKnkx83jQ1wvGkv+/xDsAAADgSgjFkGdly5a1KNyyRFZhWlBQHr8N6QSOHj2qRx991Pz53Xff1e23327vJgEAAABwcEYwVtnbso/xA37frklf/qqbdxzV309/pqpncleCsXRIuM4n5K08PgAAAOCoCMWQZzVr1sw0Lzw8PE/bymq9OnXqyBXFxsbqzjvvVEREhJ555hk9/vjj9m4SAAAAACextVmgJlXJXMo+vY67jmrWe4vTpuudOK8NT09Xq/0ncrWvelsi9FNE3qqBAAAAAI6IUAx5VqtWrUzzTp8+nadtnTp1KtO8unXrytUkJydr0KBB+ueffzRs2DC99dZb9m4SAAAAACfzcDkf/dm4ZJav1T5xXt9Pmi/va8YSK3Phkn5//nP1/XtPrvZ1/4EY9dp9IV/tBQAAABwFoRjyrEGDBmZte1uFYvXq1ZOr+d///qfFixerb9++mjFjhr2bAwAAAMBJ1S3mqROtM5acD466pJ8mzFVgNmOIFbuSoO/e+FpPfP+XlIsxw0JiEs1xxgAAAABnRyiGPAsICFCTJk0yzDt58qQSEhJytZ34+PhMYZqx3cDAQJd6d1555RV9/PHH6ty5s7755ht5eHjYu0kAAAAAnFhRdzedb3M1GCt6JUE/vPqlapyJzHEd95QUvTtzhaZ9+qM8kjL2JrsegjEAAAA4O0Ix5EuXLl0yTBuB2J49uSvHsXPnzkxBWo8ePVzqnZk2bZomTJigFi1aaOnSpfL29rZ3kwAAAAC4AKN6R1jbYAVHX1KpqMsWrzdqeYiWTJqv4rFXch2MJSRb3ssMAAAAcCSEYsiXW2+9NdM8Y7ys3Ni6dWumeT179pSrmDdvnkaPHq3atWtrxYoV8vPzs3eTAAAAALiYf26rqde/+J/+rF/Z4nVu27Rf656dqXLh0bnaV7mN4Tocm7teZgAAAIAjIBRDvtx8882qXr16hnl//vlnrraxbt26DNM1a9ZUx44dXeKdMXqFDR8+XBUqVNDq1atVqlSpXG9jzpw5OnjwoE3aBwAAAMB1vN2qrCIXjdbXNzayeJ3mh09rw9PT1TD0TK721WZ7pD4+nfXYZQAAAICjIhRDvkt1PPDAA5mCoOTkZIvHE1u2bFmGeaNGjTK36+x+//139e/fX/7+/lq1apUqV7b8G5up9u7da/Yyc7Xx1QAAAADYRvvSxdX2m4f0+t03WrxO5fNR+uuZGeq6NXdfxnv52CW1357zGGYAAACAIyEUQ76NGDFCvr6+adPnzp3L1PsrO0ZYFBUVlTZtBEjDhg3LcZ0jR47oo48+0uzZsxUdnbsyHwVl8+bN6tOnjzw9PfXTTz+pXr16ud5GRESE7rrrLrOUZFDQ1cGzAQAAAOB6ShTx1IMfD9DIUbcr0d2yj/0lYq/opwnzNHzV5lwd4AOxSeY4YwAAAIAzKBShmBFM3HjjjeajU6dO5nNeytgha6VLl9bzzz+fYd57771n0eF65513MkxPmDBBJUqUyHZ5Y0yuRo0amb3JjPCsadOmOnXqVL7emthY65b8MHp3GWOtXblyRUuWLFHr1q0tXjcxMVHHjx/XF198Ya63Z88ejRw50qrtAwAAAOD6jOobkyfcql7jByvax9uidTyTk/X5B99r0tzVcrOw+kcqIxhLSUnJY2sBAACAguGWwlUrrCApKUldunTR2rVr0+atXLlS3bp1y3adRYsW6e67706bvuWWW8x13HP4JmPFihV18uTJDPOGDBli9hrLC6OXWkBAQIYPb02aNNE///yTp+0dO3ZMHTp00IkTJ2QNtWrV0v79+/NVTjKrdQvjf3vjdzQmJiZt2s/PTx4eHnZtEwDHwPnB8RllmSMjr5bnSn02epfndM0AWOv8kP4LVD4+Plw/wCn1XbBb81+eo0phllfaMMYlG/bEnbpSxCtX+zrZOkje7s5fDt8SnCOAvF3XpVYMMu7HpD672nUdnzEAcH5w3HvWrvUXB3ZjhAtGr6hmzZqlzRs0aJB2796d5fJbt27N0AOqZcuWWrBgQY4XQeHh4ZkCsdRt5dXMmTMz/WfbtWuXWaIxt4yykV27drVaIGYwjpErjK8GAAAAwH6+v6eB5s1/UltrlLN4nQHrdmr1i7MVGH05V/uqsDFc+y8n5qGVAAAAgO0RisFqjG/2GGOJ9e/f35w+f/682rZtq8mTJ5shk/Et28OHD2vSpEnq2LGjLly4YC43YMAA/fbbb2nfEMpOYGBglmUv69atm+u2Hj16VBMnTsxU9jH12zw9evTQ4sWLM4x3lhNjue7du+vgwdwNTJ0TLy8vsxccAAAAAOTXQ83LKXrp0/qxVR2L1+m455jWPz1dNU6F52pfN+y4oC/PxeWhlQAAAIBtUT4RNrFq1Sq98cYbZjnFrLo9Gr2fjPHdjFDK6F1lqYULF5o90OLj483p8uXL648//lD16tUtWr9ChQpmGHf5suXfdjTCupo1a2rjxo3ZLmOMb5bXEo7ZMUpLGr3n8ovyiVdRugBAdjg/OD7KJ8JeKI0GV3QlPlFLRs7TY8tDLF4nrEQx9XlpkNbXq5yrfXUr6aX5df3lqjhHALlH+UQAhR33IOx/z5pQDDZ15swZhYSEKDQ01BzPydfXV9WqVVObNm1UtmzZPG3TGGPLGHvMGBPqjjvuUMmSJa3ebldCKHYVf3AAZIfzg+MjFIO9cMMbLislRa89u1Rvf/Gz3C28+RDn5an7n+qnhR0b5Xp3YW2D5Yo4RwC5RygGoLDjHsRVhGIAbIZQ7Cr+4ADIDucHx0coBnvhhjdc3ch31uqrtxfKJ97yMcDGDe2mt/p1ND5oqLAHY5wjgNwjFANQ2HEPwv73rBlTDAAAAACAQmjGU5301AcP6Zx/cYvXeXP2Kk3/8Ad5Jiblal/BG8KUVEA3OgAAAIDsEIoBAAAAAFBITbqrkVYufFL7Klrek+vBlZu1bOKX8rscl6t9lQkJ16UkgjEAAADYD6EYAAAAAACFWM/mFZWycqx+b1jV4nUaHD8r39j4XO+ryqZwnU9IzvV6AAAAgDUQigEAAAAAUMiVLlNCDX5+SvNuanLdZaN9vNVr/P06HVQiT/uqtyVC+y9bPo4ZAAAAYC2eVtsSAKfRuXNni5YbOnSo+QAAAADg+tyLFlHPBQ/rlccXaPzXa7JcJtHdXXc9d692Viubr33dsOOC5tcpoW4BRfK1HQAAADiO2bNnmw9HRigGFEJr1661angGAAAAwEW4uWnUtP4aUjZAMz/4Xl5JGUsdPvLobVrdvJZVdjVwf7ReqlRMoysUs8r2AAAAYF+hoaEW33u2F0IxoBDq1KmTRctVrWr5mAIAAAAAXMc7L3TTs1WC9NIL81TyUpw57427btTMHq2sup9X/72sy8kpeq5ScatuFwAAAAWvatWqFt17tmdw5paSkpJit70DsDk3N7dM8wrjf/ukpCTFxMSkTfv5+cnDw8OubQLgGDg/OL7k5GRFRkaaP6c++/v7y92d4XFh+/NDbGxs2rSPjw/XDyh0/tp4TI2HfqINdSpp4DN3K8VG594nyvvoxcrOFYxxjgDydl0XFRVl/hwQEJD27GrXdXzGAMD5wXHvWdNTDAAAAAAAZOmG1lV0fvWzGno41maBmOG9U7HycBM9xgAAAGBTrvU1DAAAAAAAYFWlKpTUsY5lbX5Up56M1QuhF22+HwAAABRehGIAAAAAACBHnm5uOt8mKE9HqcT/j0lmieln4jTyYDTvBgAAAGyCUAwAAAAAAFg09kNY2+BcHamWB04odPjbum/NPxavsyQ8XqMO/TceMAAAAGAthGIAAAAAAMBiRjDWyvf6Q5RXORupHyfOU8ClOH05dZFe/HqNMYK6Rfv4JuwKpRQBAABgdYRiAAAAAAAgV1Y0LKlXKhfL9nX/i7H6acJclblwKW3eq1/9qi/eXyyvhESLSylOOv7f+gAAAEB+EYoBAAAAAIBce6x8Mf3RuGSm+Ubotfj1+ar/7/lMrw37ZZtWjJ9rhmaWeO9UrF7/l2AMAAAA1kEoBgAAAAAA8qReMU/tbxH434yUFM2Y9r1u3nE023W67Diiv8bOMMsrWuKdk7F6+RjBGAAAAPKPUAwAAAAAAORZkJe7TrUOMn9+6Zs1GvLbP9ddp8Hxc9owZrpaHDxp0T4+Ph2rqScu8y4BAAAgXwjFAAAAAABAvhRxd9P5NkFK8PCweJ2yFy5q7bMz1WfDXouWf+PEZU0/bVnZRQAAACArhGIAAAAAACDf3Nzc9PQ7/TTgmbt1xdOycKz4lQQteW2+Hv/hb4uWf+HYJb1/kh5jAAAAyBtCMQAAAAAAYDUfjuuiWyYNU7ifj0XLu6ek6P0ZP+m96cvlnpR83eVf/feyXgy9aIWWAgAAoLAhFAMAAAAAAFb1/YiWavf2QzpULtDidUYvW6/Fr89Xsbj46y776Zk4vXSMYAwAAAC5QygGAAAAAACsbn2/umYw9le9yhavc3vIPnOcsTKRMddd9pPTcXrt+KV8thIAAACFCaEYAAAAAACwiX3dq6jLa8P0bceGFq/T8tAphTz1qeofO3vdZd89FavnKaUIAAAACxGKAQAAAAAAmzl5YzkNeOYeTb6ro8XrVDkfpb+f+Uxd/jl03WU/OxOnYQei89lKAAAAFAaecjExMTFav369/vnnH+3Zs0dHjhzRmTNnFB4ertjYWCUkJKhIkSLy8fFRUFCQypQpo2rVqqlOnTpq0qSJ2rRpo+DgYHv/MwAAAAAAcBnn25dWsHt3HS4bqE8+XibP5OTrruN/+YpWjJ+rB0fdrtldW+S47LKIeDMYm1W7hBVbDQAAAFfjEqHY7t27tXjxYi1btkxbt25VSkpKhtevnTbCMeMRERGhQ4cO6a+//srwer169dSzZ0/169fPDMkAAAAAAED+hLUNVrBa6Xipklo4+RuViL1y3XW8kpI16/0lqn4mUi8P6iK5ueUYjD10MEbTa/nxVgEAACBLbinXJkZOwgi15syZoxkzZpi9wgzZ/VPccrhovt46NWvW1MMPP6wRI0bIz48LazifrH7/nfS/fb4kJSWZPUlTGf+fPTw87NomAI6B84PjS05OVmRkpPlz6rO/v7/c3akEDtufH4zPHamMahNcPwD5F7whTI2OntHyV+aqUpjlZQ+/6tRYw5+4U/FeOX+/95aSXvqmrr9sjXMEkLfruqioKPPngICAtGdXu67jMwYAzg+Oe8/a6f7iGDe1J0yYoEqVKumxxx7Ttm3bzIOVesCMg3ntIyfZLZ+6zYMHD+rpp59WxYoVzf1evHixQP6dAAAAAAC4ao+xndXKqu3bD2tb9XIWr3ff2h1a/eIsBcRcznG5Xy4kqP32q1+iAAAAAJw2FPvwww/N8b9effVVs/ShEVpZEoClBlxZPbJy7TaN5YwwzthvjRo19OWXX9r4XwoAAAAAgGsHY6eCS+jGySO0vGVti9e7cfcx/f3MZ6p+OjzH5Q7EJhGMAQAAwDnLJ+7Zs8csXxgSEpKhR5ghu+Z7enoqKCjILJFWvHjxtFInxsPowmw8rly5Yvb8MgKv8PBwJSQkZNpO+qAt/b67du2q2bNnq2zZsjb6VwPWQfnEqyhdACA7nB8cH+UTYS+URgNsy/iMXSokXB5JSZr26XI9smKjxeueL1FMfV4apA31Kue4XKNiHlrT+GqJNmvjHAHkHuUTARR23IOw/z1rhw7FjD+UEydO1OTJkzMEVqlN9vLyUqNGjdSiRQvVq1dPtWvXVuXKlc1ShyVLlsz1/oyaxsePHzcfe/fu1e7du7Vp0ybt27fPbIshteeY8RwcHKyvv/5aN998sxX/1YB1EYpdxR8cANnh/OD4CMVgL9zwBgouGFNKisYs+Utvf/GzxevGFvHUoDF3a/ENDXJcroWvp1Y2zP09guvhHAHkHqEYgMKOexD2v2ed8+i0dhQdHa177rlHq1evznBAqlatqn79+ql79+7q0KGDihYtarV9GgO2GyGb8ejVq1fafGNA919++UWLFy/WsmXLdPny1frl58+fV48ePfT+++/rkUcesVo7AFvr3LmzRcsNHTrUfAAAAACArW6IGKUUgzeEaeqdHRRauqTmvbNIPvGJ113XOyFJSe45jyNu2HIxUT12XdDPNgjGAAAA8B+jup7xcGQOGYodPXpUvXv3NntopYZht99+ux5//HHddNNNBd6egIAA3X333ebDCOumT5+uqVOn6ty5c0pMTNSoUaPMn8ePH1/gbQPyYu3atVYNzwAAAAAgP1KDse86NNSJYH8tffVLlY66lOM6T424VT+0q2/R9jdfTNTNOyP1WyPblFIEAACAFBoaavG9Z3txuFBs8+bN6tmzpznGlxGI3XDDDfrggw/UrFkzOYISJUromWeeMXuGTZo0Se+8844ZjBllHo0Sj8Y8wNF16tTJouWMnpkAAAAAUJDBWEjdSmo79SH9NGGu6p4Iy3LZab3b6v0+7XK1/R2XktT2n0htaEowBgAAYAvG/WRL7j3bMzhzqDHFDhw4oI4dO5plCX18fPT22287fFnCrVu36t5779WhQ4fMsg9vvfWWxowZY+9mAWkYU+wq6vUCyA7nB8fHmGKwF8YLAuzDCMYMATGXteS1+eq0KzTD60tb19UdLwxUsod7nrYf4Ommgy2D8t1OzhFA7jGmGIDCjnsQ9r9nnbcrSBs4ffq0OT6XEYjVqFFDmzZtcvhAzNC8eXMzGOvbt6/5po0bN84cewwAAAAAAOStx5gh0q+Yur06VF92bpL22pYa5TXwmbvzHIiZ201MSQveAAAAULg4RCh28eJFMxAz6k0aPcVCQkJUv75ldcEdga+vrxmEGT3EjG+8DBkyRDt37rR3swAAAAAAcOpgLN7LU4PH3KWJ93bWsVL+6j1+sC75eFtlHwRjAAAAhY9DhGKjR482Q6Tu3bvr559/VmBgoJzRlClT9Nprr+nSpUvq37+/Ll++bO8mAQAAAADg1MGY3Nw0ftAtavzh/3Qm0M+q+yAYAwAAKFzsHootXbpUs2bN0k033aQffvjBHEvMmT333HNmMLZv3z4z7AMAAAAAAPkMxiRFFy9qk8NIMAYAAFB42DUUM8YPGzlypJo1a2aGY0WKFJErMIKxsWPH6osvvtDq1avt3RwAAAAAAFwiGMur0pEXVfRKQravE4wBAAAUDnYNxQ4cOKDg4GAzECtevLhcyeTJk3XPPffou+++s3dTAAAAAAAotMGY7+Ur+nn8HP36whcKjrqUYzCWkpKS5/0AAADA8bmlcMVnM8ahdXNzs90OAAtk9TtYGP/bJyUlKSYmJm3az89PHh4edm0TAMfA+cHxJScnKzIy0vw59dnf31/u7navBI5CcH6IjY1NmzZKvXP9ANhXbnt0eSQl6YdXv1KvzQfM6cNlA9Rzwv06ULFUtuucaRMkTws+y3OOAPJ2XRcVFWX+HBAQkPbsatd1fMYAwPnBce9Zu9ZfHAdDIAYAAAAAgJ16jKWk6IPpy9MCMUONM5Fa//Rn6rjraLarlQ0J18WkwvdFQgAAgMKAUAwAAAAAALhcMPbUkr/06E8bM80PvBir1S/O1oDft2e7btVN4Tp1JSlf7QQAAIDj8ZSTunTpknbv3q2DBw/q6NGjOn/+vPkw5l+5csXsju3r62uWSDOeS5QooWrVqqlevXrmwxjLDAAAAAAAOGcwllMpxTv/2q2pX/yc7eveiUma//ZCVT8Todf6dzZKvWRapvG2SK1o4K9Wfl5WazcAAADsy2lCsbi4OP3yyy9asWKF1q1bp3379pnBV14Z9Yo7duyo7t27mw8jMAMAAAAAAM4djLXe/6++nLrQom1M+vJXVT8TqYdG3a5Ez8xjDt+6O0qTqxbXiLI+VmkzAAAA7MvhQ7EtW7bok08+0aJFixQTE2O1AdciIiK0dOlS82GoVauWRowYoQceeCBtoE8AAAAAAOBcwdiZAF8dLhuohsfPWbSN4b9sVeXzF3TXcwMU5Zs5/Ho29JLWRiVoXp0SVms3AAAA7MPdkcOwrl27qnXr1po1a5aio6PNMCw1EHNzc8v3I3V7xuPAgQMaN26cKlasaIZje/futfchAAAAAAAAuRxj7HjpAHV4a6R+aVLd4mN3y/Yj+nPsDFU+F5nl6ysi43Ms1wgAAADn4HChmDEm2IMPPqg2bdrot99+Swutrg20rCGrkCw2NtYM4Zo0aaInnnjCLNsIAAAAAACcJxgzenz1nHC/vrilucXbMHqWbRgzXS0Onsx2GYIxAAAA5+ZQodj27dvNMOrzzz83xwtLH4blJH2Pr+s9cpI+HEtMTNS0adPUtm1bhYaGWvlfCgAAAAAAbBmMJXh56oHRd+iFwbdYvI1ykRe19tmZui0k++oxBGMAAADOyy3FGgN0WcGvv/6qO++8UxcvXkwLw9LLqpn+/v4KDg42H35+fipevLh8fHzk4eFhPpKSkszHlStXzO0aY5KFhYXp3LlzZjnGa2W3z0qVKmnt2rWqWrWq1f/dgK1lFSo7yH/7AmWcC1LHJTQY5wzjPAEAnB8cn/FlqcjIq+WsUp+N60B3d4f6fhdc9PxgVJJIlfpZA4Bjyyq0GvD7ds16b7G8E5Ms2kaym5ueGNlT0/q0y3aZMy1LZqguwzkCsOD/VnKyoqKizJ8DAgLSnl3tuo7PGAA4PzjuPWtPOYCNGzeqb9++ZunE9D3DUg9C6dKl1a5dO7Vs2VL169dX3bp1VblyZTMEyysjFDN6gO3Zs0c7d+7Uhg0bFBISosuXL2fqNfbvv/+qV69e2rRpk4oVK2alfzUAAAAAALBFj7GmWyN0Ij45bd7XnZvoRHAJfT9pvgIv/hd2Z8c9JUUffLZc1c9EaMwDtyrZI/MN+7KbL2hXPW/5elhniAcAAAAUgp5ixrdDGjdubAZPqSGUoUaNGho0aJAZlhklFQtCfHy8fv/9d33zzTdatGiR2bsstU3GszHW2SeffFIgbQGshZ5iV/EtLQDZ4fzg+OgpBnuhpxjg3Abtj9bPkfEZ5tU+cV4/TZirGmeu9jy2xPdt6+m+p+/W5aJFsnx9Zc0iqlPUnZ5igAXoKQagsOMehP3vWdu9b/JLL72UIRBr0KCBvv/+ex08eFDjx48vsEDMUKRIEXXr1k1ffPGFjh8/bu7fKH+Q2raZM2eaPcsAAAAAAIBj+7JOCd1XyjvDvAMVS6nt1Ie1vk4li7fTd8Ne/f7c5yoT+V859vS6H4rX1xGJ+W4vAAAAXDwUO3PmjD777LO00OmFF17Q9u3b1adPH9lbyZIlzVBsx44dacGc8W2W999/395NAwAAAAAAFni/hp8mVM44DEKYf3Hd/PpwLbyhgcXHsNXBk9owZrrqHzub5evPnUrUHfuyDs0AAADgOOwain377bdmyULDe++9p1dffdXhBtasXr261q5dawZjRnC3cOFCs4sjAAAAAABwfKPKF9M3dUpkmBfn7aX+4/rrzX4dLd5O1XMX9NfYGbr5n8NZvv53TKKCN4Tlu70AAACwHbsmUL/88ov53Lt3bz3++ONyVH5+fvr666/l4eFhjoG2c+dOezcJAAAAAABY6JaAIlrXuGSGeSnu7np2WHc99FgfJVr4Bd2Sl+L08/g5GvLL1myXIRgDAABwXHYNxYzShEbpxHHjxsnR1a1bVz179jR/JhQDAAAAAMC51C/mqYMtAzPN/+zW1rrt5UGK8Sli0Xa8kpI1+73FeuXLX4wR4bMNxpILaLB4AAAAWM5TdhQWFiZvb2+1a9dOzqBDhw768ccfzXYDzqxz584WLTd06FDzAQAAAACuIMDTXadaB6n8xvAM839uWVsd3hyp5a/MU8XwaIu29fI3v6va2UiNePwOxXtlvr1SOiRcR1sFys/DsYaJAAAAsJXZs2ebD0dm11DM4O/vb/YWcwZGGUVjXLG4uDh7NwXIF2OcPGuGZwAAAADgLIq4u+l8myCVCskYjO2oXk5tpz6kH1+Zp6ZHz1i0rcFrtqvy+SjdOuF+xRbN3NOs2qYIrWlUUo2K2/32CwAAgM2FhoZafO/ZXux6VVa6dGmdOnVKCQkJ8vLykqM7ceKEGeAZQR7gzDp16mTRclWrVrV5WwAAAACgoBmf7cPaBmca/+tksL86vjlSC978RrduOWjRtg6VC1Ssd/b3NG7aeUHPViympysWy3e7AQAAHFnVqlUtuvdsz+DMLcXo+mTHcoTr16/XDz/8oN69e8vRNW3a1BxP7LvvvlPfvn3t3RzAIln1xLTjf3u7SUpKUkxMTIaenx4eHnZtEwDHwPnB8SUnJysyMtL8OfXZ+JKSuzvlqGD780NsbGzatI+PD9cPgAu6NhgzeCQladqny/XIio05rru6aQ31nHC/Ej2v/9nCx136t3VwvtoKuMJ1XVRUlPlzQEBA2rOrXdfxGQMA5wfHvWdt1784RmJo/ENfeukls7eYI/vmm2+0Y8cO8+dWrVrZuzkAAAAAAMAKjB5j10ry8NCjj96mZ4Z1z3a9XZVL667nBlgUiBlik7MO4AAAAFBw7BqKde9+9eLSCJsGDhyoxMREOaKQkBA99NBDZnpZt25dVahQwd5NAgAAAAAAVgzG7ivlnXGmm5ve7tdRdz97r+K8Mo4+cTrAV70mDFZ08aK53pcRjBXG6h0AAAAq7KHYjTfeqCZNmpg/L168WO3bt9euXbvkSD7++GPdfPPNaWXXhg0bZu8mAQAAAAAAK3u/hp/m1vbLNH9Rh4a6+fXhOl/i6phgl7y91Hv8YB0vfbX0W16UCglXQjLBGAAAQEGze8Feo3Ri6jekNm/erGbNmmnw4MHauDHnut22ZJRynD9/vjmG2P/+97+0cQRKly6thx9+2G7tAgAAAAAAttMz0FvbmmUOu9bXq6y2Ux/SnkqldO/Y/tpaM/8VZMptDFd4QnK+twMAAADLuaU4QJ/9e++9VwsWLDDLExrNSR1krWbNmurbt6+6du2qtm3bytfX12ZtOHPmjP744w+tWLFCP/zwgy5cuJChnIHRprlz5+q+++6zWRsAVxu00JEwyC0Azg/OPSB7ZGSk+XPqs7+/v8sNyA7HvH5I/YKcwcfHRx4elo0dBMC5XU5KUeVN4ZnmeyYmWTyGmKUW1yuhG/2LWHWbgCNf10VFRZk/BwQEpD272nUd9yAAcH5w3HvWDhGKXbp0Sa1bt9bevXvTgrFrD47xx7F27dqqX7++6tSpo8qVK6tixYoqVaqUgoKC5Ofnp+LFi8vb2zvtg6qxHeOPUFxcnC5evKjo6GiFhYXp/PnzOn78uI4dO2bu0yjZeOLEibR9pu4//Rvz4IMP6pNPPinAowJYB6HYVVyQAsgO5wfHRygGeyEUAwo3496AUeawINwT7K2Pa2Yu3Qi4GkIxAIUd9yDsf88640ixdmKEWWvWrDF7hO3cuTPDAUk9EMYvixFg7du3z+r7v/ZgX7v/gQMH6qOPPrL6fgEAAAAAgGMy7g2EtQ1W8IYw62wvOVnNjpzOsvTigrAr5sPYHwAAAGzHYfomG+N1rV27Vt27d8/UUyz1YTBes/Yj/T7S78f4+fnnn9e8efNcrhs3AAAAAAC4PmsFVW/OXqWQp6Zr5M+bsl3GWgEcAAAAsuZQSU/JkiXNMb3effdds15/Vj24bPFILzUoa9asmdl7bdKkSVl25QMAAAAAAIUnGLs9MO/jfj38U4ieWfynPJOT9dmHP+iN2SvNnmPZBWMOMNIFAACAS3KoUCzV6NGjdfjwYT366KPy8vJKC6qykpseYdlJ32Ps1ltv1ZIlS7R582Z17NjRhv9KAAAAAADgLD6vXUKza+d+3K9bN+3Xh5/+mGHes4v+0NdTFsg7PiHLdYyxzBIJxgAAAApHKGYoU6aMPvzwQ508eVLvvfeeWrVqZc6/NuTKS4+wa0snNm/eXOPHj9fRo0e1fPly3X777fQOAwAAAAAAGfQO9NbWpgEWH5Wmh09pwZvfyiM58xd1+/+xS7++MEtBUZeyXLdsSLjOJ2TdmwwAAAB545biRH3yw8PDzZKGf/31l3bs2KFdu3bp/PnzFq/v4eGhSpUqqWbNmmrQoIE6d+6sTp06mWUbAVeVVflPJ/pvbzVJSUmKiYlJm/bz8zPPCQDA+cHxJScnKzIy0vw59dnf358xX1Eg54fY2Ni0aaPEO9cPAAxGLy4jtMpJxfMXtGHMdFWI+O9zSFYOlgtSzwmDdahC1mOX/VjfX21LeHHg4TLXdVFRUebPAQEBac/u7g77vf084TMGAM4PjnvP2qlCsaxcunRJp06d0unTp80/qleuXDEfxofV4sWLpz2CgoJUtWpVeXp62rvJQIEiFLuKC1IA2eH84PgIxWAvhGIAcpKYmKiymy9k+ZpRFnHjU5+qcehZiw5iuJ+Pbn/xPv3VoGqWr79cqZger1CMNwROj1AMQGHHPYirCMUA2Ayh2FX8wQGQHc4Pjo9QDPZCKAbAknNE1V1xWb7++A9/692ZK+Ru4XeRr3h6aOiTd+qbTk2yfL1hMQ/93tjy0o2AIyIUA1DYcQ/C/vesXatvMgAAAAAAQAEKbVhUflncXfng9va68/kBuuxtWelD78QkfT1loZ5b8LtxVyjT67suJyl4Q5g1mgwAAFBoEYoBAAAAAADkw876RfV4uaKZ5v/Qrr46vfGAzpYsbvG2Xp/7i2ZM+16eiUlZvk4wBgAAkHeEYgAAAAAAAPn0QkUf/VjfP9P8zbUrqs3Uh7WnUimLtzVi1RYtf2WuSlzKujQjwRgAAEDeEIoBAAAAAABYQdsSXjrUMjDT/GNlAtR+yoP6tXF1i7fVbdth/Tl2hiqdu5BtMJZYQGNvAAAAuApCMQAAAAAAACsp6emuc22CMs2P8vXRra/cr9ldmlm8rUbHzipkzKdqfuhklq+XDQlXdGJyvtoLAABQmBCKAQAAAAAAWPNmi5ubwtoGZ5qf4OWpYU/cqZfu62LxtspFXtS6cTPVO2Rflq9X3xyhg7GJ+WovAABAYUEoBgAAAAAAYANZBWNyc9OkATdp0Ji7FO/pYdF2il9J0PevfaXHlm3I8vV22y/ox4gr+W0uAACAyyMUAwAAAAAAsGEwVtYr8+2Xr25qqq6vDlWEr49F2/FITtGH03/UOzN+kntS5pKJQw/E6OVjl6zSZgAAAFdFKAYAAAAAAGBDu1oE6vlKxTLNX9eomtpPeVBHygRYvK0nf/hbi974Wj5x8Zle+/h0rG7cEZnv9gIAALgqT3s3AEDB69y5s0XLDR061HwAAAAAAPLnqQrFdEMJL/XaHZVh/v5KpdR26kNa+uqXarv/hEXbumPDXv3+3Oe67eXBOhfgm+G1PZeTFLwhLOvSjQAAADY0e/Zs8+HICMWAQmjt2rVWDc8AAAAAANfXxs9Le1sEqt6WiAzzz5f01U2vP6B5Uxfprr93W3QoWx88qQ1Pf6pe4+/X3sqlM71OMAYAAApaaGioxfee7YVQDCiEOnXqZNFyVatWtXlbAAAAAKAwKeXlrjNtglQ2JDzD/DhvL93zbH+9OXuVnln8p0Xbqnb2gv5+5jPd+fwArWlSI9PrBGMAAKAgVa1a1aJ7z/YMztxSUlJS7LZ3ADbn5uaWaV5h/G+flJSkmJiYtGk/Pz95eHjYtU0AHAPnB8eXnJysyMir46OkPvv7+8vdneFxYfvzQ2xsbNq0j48P1w8ArHaOMD6XlbomGEv18E8h+vDTH+WRbNlntwQPd/V98T791KpOlq9TShGOdF0XFXW1hGhAQEDas6td1/EZAwDnB8e9Z+1af3EAAAAAAACc5GZQdmHVpz3b6LaXBuli0SIWbetomQCF1K6Y7etGjzEAAAAQil2XkU7OmTNHN910k4KCglSsWDFVqVJFd911l7766islJCTwewQAAAAAAPIku2BsRas66vjmCJ0M9Mt5/RLF1HPC/Qr3L57jckYwVhirhgAAAKRHT7EcGGUQevTooeHDh2vdunVmuZ64uDj9+++/Wrx4se6//35Vr15d3377bU6bAQAAAAAAyDEYK5K5ipD+qVFebd55WNurls1yvTgvT93+4n06XD7IoqNrlGskGAMAAIUZoVgOHnzwQa1evdq8YEy9aDTKG7Ru3Vq33367SpUqpZMnT2rgwIEaNGiQrly5UlDvGwAAAAAAcCGn2gRrRJmimeafDPZXx7dG6OfmtTK9dv9T/fR3/Sq52o8RjCXTYwwAABRShGLZ2L9/v1ke0QjBUh+pVq5cqSVLlujUqVOaNWuWgoOD9fXXX6tbt25mTzIAAAAAAIDcmlzNV1/VKZFpfkyxorrt5UGa3qNl2rxxQ7tpYcdGeTrIpUPCFZdMKUUAAFD4EIplY82aNWk/X1taYMeOHVcPnru7hgwZon/++UfNmjXTn3/+qf79+9vy/QIAAAAAAC6se0ARbWkakGl+oqeHHn7sdo0d2l2f9milt/p1zNd+Km4MV1Ricr62AQAA4GwIxbJhjB+WnU2bNmWYLleunBmitWjRQj/++KM++OAD675LAAAAAACg0KhS1ENHWwVmfsHNTVPu6qhHHutj/pxfNTZH6Ew8wRgAACg8CMWyUbly5WwPWlBQ5gFs/fz8tHz5clWqVEkvvviizp07p8Ju3759mjBhgjp06KAKFSrI29vbPE5NmjTRqFGjtHHjRjmaw4cPa9GiRQWyrzNnzmjOnDkFsi8AAAAAgHPx83DXmTaZ7z+YrBCIpWq4NUIHYxOttj0AAABHRiiWjdtuu02BgVe/lZV+PDEPDw917Jh1iYJSpUpp4cKFZlnFv//+W4WVEQgOGDBADRo00CuvvGKOz9a1a1eNHj1at956q44cOaKPPvpIbdq0UZ8+fXT69Gl7N1nHjx/XyJEjVbduXX344Yc23VdYWJieeeYZVa9eXePHj7fpvgAAAAAAzsvTzU3nswvG8qjLP4dUPPZKhnnttl/Q2qh4q+4HAADAEXnauwGOqkSJElqwYIHuueceRUREmPOMsOvVV181w4zstGrVyuwBVLRoURVGISEhuvPOO3Xq1Clz2hhzzQjAihcvnrZMeHi4hg0bpmXLlpkPo8fYihUrzHHZCpoRyL322muaMWOG4uNt+wHgwoULevvtt/X+++/r4sWLNt0XAAAAAMA1GF/UDWsbrOANYfne1k3bD2vF+LnaWbWMer88WKeDSqS91m9vtCZXLa4RZX3yvR8AAABHRU+xHNx88806evSoli5dqsWLF+vQoUMaN27cdQ9qYQ3EtmzZom7duqUFYv369dOsWbMyBGKp5SeN43nLLbeY02fPnjV/NnqUFZTz589rzJgxZsBphHa2DMRiYmI0adIkVatWzQzgCMQAAAAAALllBGP5Ue/4OS1+/Wt5JSWr+eHTChnzqRqGnsmwzLOhl/TooRjeHAAA4LIIxa7DGAOrd+/e6tu3r6pWrVow74qTlkzs1auXoqOjzemSJUvq008/zVB6Mj1PT0/Nnj07LTAzeuPdcccdio2NtWk7IyMj9fzzz5sB1TvvvKO4uDib7evy5cuaMmWKua+XXnrJ7CkGAAAAAEBBB2NlImP004S5Knnpv8/AlcKi9dczM9R168EMyy4Iu6KGW65WzAEAAHA1hGKwiuHDh5s9vlKNGjVKwcE5X6xXqFBBDz74YNr03r17zTHIbGXt2rXm2GZFihTRn3/+afbgmjBhgk32tW/fPt14441mWPjjjz+a+/r8889tsi8AAAAAQOGR22DMJy5eSyd+qarnMn9Rs0TsFf00YZ4eWLk5w/wzCclWKdcIAADgaNxSUlJS5KSMkndGWToj4Khfv74ZcFwviIH1rVy5Uj169Mgw78iRI2YPqevZs2ePGjRokDZdrFgxs0xluXLlrN7OS5cuZSrlaPQU8/f3z1A+sVOnTvr999/ztS+jx5u3t7c5Dl16lStX1r///ps2XaVKFYWGhsqWsuqt58T/7fMsKSnJDCfT9wL18PCwa5sAOAbOD44vOTnZ7O1tSH02/n5f+3cWsMX5IX0lAx8fH64fADjMOcKS0Mo9KVmL3vhad2zYe91lX7/7Rr04+BalXPP3Nb9lG4Frr+uioqLMnwMCAtKeXe26js8YADg/OO49a6f+izN69GhzjCajB9Ann3yiQYMG2btJhdL48eMzTDdq1MiiQMxghJm1a9fOUHLQCDpt4dpALHX8t1KlSll9X8aHoawu6IxQDAAAAACA/DLCqobFcg7hnl+w1qJAzFx24TrNn7JQ3vEJGebTYwwAALgSpw7FFi1alCFFXL9+vdW2bYw3dfLkSattz1Xt3r1bISEhGeYZY7DlRp8+fTJMf/HFF7p48aIKijG+mSvuCwAAAADg2n5vHKCuJb2yfX1m95baUqO8xdu794+d+uXFWQqKupRhPsEYAABwFU4diqV2pzOeje52Xbp0scp2ExIS9MMPP6hhw4aaO3euVbbpqr766qtM81q1apWrbbRs2TJTScPly5fnu20AAAAAALi6r+v665FyRbN87UygnzpNfkDLWtWxeHsd9hzX+qc/U82TYZmCscJYih8AALgWpw7FOnTokOGCbOzYsVbZrpeXl3777TcNGDBAw4YN08CBAzOMRYT/rFq1KtPhaNKkSa4OUdOmTTPNW7hwIYcZAAAAAAALvFrFV+9W983ytUs+3ur74n2a1rutxcey1ulwrX/mM7XfcyzD/FIh4bqYRDAGAACcl1OHYk8//bTZQ8x4GONCtW1r+QXe9RiD43788cd64YUX9M0336h169Y6cOCA1bbvCqKjo7Vt27YM83x9fS0eTyxVrVq1zDG4rg3b+AYaAAAAAACWGVy6qL6s45fla8ke7nr8oV56YmRPJWcxsH1WgqMv69cXZumedTszzK+6KVzn4pN5WwAAgFNy+p5iRjBmhCfGGFQRERFW38fEiRM1dOhQ7d+/XzfccEOmEKgw27lzp5KTM14IV6hQwQwpc8Pd3V3lypXLMM/omRcaGmqVdgIAAAAAUBj0CPDW6ob+Wb/o5qb3b2+vfs8N0GXv7MchS69oQqK+fetbjVu41hi7Im1+/a0R2hSTYK1mAwAAFBinDsUMb775plni8PLly7rnnnvM8aisbfLkyeZzeHi4evfurfPnz1t9H85o165dmeZdG25ZKqv1jNANAAAAAABYrpmvl7Y2Dcj29e/b11fn1x/Q2ZLFLd7m5Dmr9dm07+WZmJQ279bdUfriTCxvDQAAcCpOH4oZPv/8c7PM4Zo1a3TjjTfq33//ter2N27caD4bPaDOnDmj119/3arbd1bHjmWsLW4oW7ZsnrZFKAYAAAAAgHVULuqhoy0Ds319U52Kavv2Q9pTqZTF2xy5aot+fGWe/C7/92XksaGXNOoQY7ADAADn4SkX8eqrr6pVq1ZmqcMmTZroww8/1MCBA/O8PaPH2bp168zxxL788su0koBGqcbFixfr3XffVWF3+vTpTPNKliyZp20FBGT+FpsRQMI2duzYYZPtGmP7lS5dWo4oKSnJfKSfBgDOD87BKNecet5OLd1sTDP+KGzN+D1LXy6c6wcAznSOKOYm/duipCptuZDl66FlA3XDlAf13evzdfOOoxZts/u2Q/pz7Az1Gj9YJ0pd/fz/TdgV/REdr61N8nY/AIWL8X8m/fWcq17XcQ8CgCucH86dO+eSVfNcJhQz9OnTR//884+GDBmiwYMH66uvvjLDsWrVql133cjISP3111/6448/zMeWLVuUmJhovmb8YU4/TtbZs2dt+u9wFsYxu5a3t3eetpXVesa4YrANIzi2hXHjxunZZ5+VIzL+wBhlVtPz8PCwW3sAOA7OD47PuHESG3u1PNOVK1fMZ2PaGJcUsPX5IfV3LvVzAdcPAJztHHG0gbeq7f6vneld8PVRj1eGaMa07zXkt38s2l7j0LMKGTNdvV8erG01y5vzTsanqMymSIU2LGrVtsM1r+vSX88ZPD09Xe66js8YAFzh/PD++++bw1e5GneXKxFQubJ+++03TZkyRWvXrlWDBg00fvz4TL9oJ06cMHuBPfbYY2rcuLHZw+X222/X22+/rZCQECUkJJgXtNcGYsbPtWrVssO/zPGkXrzYKhSLjo7O07YAAAAAAMB/9zFyCqsSvDw19Ml+evm+my0+ZOUjYrTu2ZnquWl/hvlVd1l/nHcAAABrcrlQLPWC76mnnjJLxLVr106TJk0yg6wnn3xSd911l6pWraoqVarovvvu06effqpdu3aZ31RJDcFSg7DURypjvvHNlddee82u/z5HkdqTzhqhWNGimS/Q6SkGAAAAAIB15NiLy81Nrw64WYOf6qd4T8u+re4bF6+lr36pR5aHZArGXK0UHgAAcB0uVT4xdZyrTZs2afPmzWYJxN27d5sXY8b8Dz74wFwmq4uz9OFXqvTLeXl5qWfPnnrxxRfVokULG/8rnIOPj0+meenrqedGVsffOOawje3bt9tku0aPSz8/Pzmia+vzGu101K7JAAoW5wfHZ1xfpH4ZJ7XcjnEd4mplduCY54f016nGF7m4fgDgzOeIs618zDKH2fny5mb6N9hfS16br4BL1+/15ZGcoo8/WaYapyP0zPDuSvn/v81GuUZjPLMi7pk/66NwM67rjOpM6e8rGZ/PXe26js8YAFzh/DB69GgNHDjQqYb3KRShmHGDZNmyZfrhhx+0Zs0asyzitVIvUlNDrqwCmPSvG4xfxGbNmunGG29Up06d1LlzZ4e92W8vxYsXzzQvfT313IiLy3yxzfG2HaNkaGGU/g+M8bOj/sEBUPA4Pzg249ot9T1KvWFiTLvazRM4pvS/Z1w/AHCFc0RY22CVDQlTYjadudY2rq72bz+onybMVbWzFyza5pjv/1LVc5Ea/NRdii1axJxXacsF7WweoHJFHP+YoGCv69Jfz7nydR2fMQA4+/mhXLly5sPVOHUoZvQIu+eee3T8+HFzOrvu+akhWE5hmFH2r3Xr1mYI1rFjR91www1Zhj74j6+vr01Dsay2DwAAAAAA8udMm2CNOhSjb8Ky/gy/r1JptX37YbM8YpsDmb98nJV+f++Rb+x89Zg4xCzHaGi0NVKL6pZQ55JXgzIAAAB7c+pQbPDgwTp27FjadHahV1aBWcWKFXXq1ClzvtFVb/Xq1QoODrZpe11N2bJlLQq3LJFVmBYUFJSnbQEAAAAAgJx9WNNPzXw9NS70Upavnwvw1U2vD9eXUxfpzvV7rns4Ezzc9Va/jmmBWKq79kVrTAUfPVeJLx4DAAD7c+q+yUYPMSMIS32kZ4RdqY9ixYqZPcDGjh2rxYsXm2GYse7vv/+uKlWqmOMrtWvXzhyHDJarWbNmpnnh4eF5OoRZrVenTh3eDgAAAAAAbOSBsj6aUzv7oSKMUoh3P3uvpva94brbGvm/vvqtaY0sX5t6MlZt/sl+LDMAAICC4unsPZXS9xRL7Q1Wq1Yts/xhmzZt1LZtWzVq1CjL2sQdOnTQjh07NGrUKM2dO9ecfu211zRmzJgC/Xc4K+M4X+v06dN52pYRVF6rbt26edoWAAAAAACwTK9Ab/3R2EMdd2Q9fliyh7ueHnGrjpQN0AefLZdHcuahKybe21lzbmme434OxyUpeEOYOaYZAACAvTh1TzGj7GFqEFavXj198sknOnnypPbv368vvvhCDz30kLlMToN1GuNWzZ49WwsXLjR/NnqT3XrrrTp37lwB/kucU4MGDTL10LNmKGa8pwAAAAAAwLbqFfPUoZaBOS7zce+2uv3F+3SxaMbxwebd1ETj7+ti8b6MYAwAAMBenDoUa9++fVoZv5CQEDMEK1euXJ621a9fP+3atUtdu3bVypUr1bRpU3OcMWQvICDADB3TM0LJhISEXB22+Pj4TGGasd3AwJwvyAEAAAAAgHWU9HTX6dY5j+29vHVd3Th5hE4FXi25uLZhVY14/I5M44hZEowlXjP2OwAAQEFw6lDM6NFlMIKs4sWLW6Uc488//6z3339fUVFR5vafffZZJSUlWaG1rqlLl4zfBjMCsT17rj8Ab3o7d+7MFKT16NHDKu0DAAAAAACW8XJ30/k2OQdj22qWV5upD2lR+wa644WBivfK28gcZUPCFZ6QzFsDAAAKlFOHYg0bNlSVKlUUGxtr1e3+73//0+bNm83ygFOmTFHHjh3NHlDIPphM759//snVodq6dWumeT179uRwAwAAAABQwIxhEq437teJUiV19/MDFOlXLF/7qrMlQhtjcldtBgAAoNCGYoZ77rnHDLCszRjPauPGjRo4cKA2bNig5s2b6++//7b6fpzdzTffrOrVq2eY9+eff+ZqG+vWrcswbZTDNIJIAAAAAABgH9cLxqyl5+4ovXPycoHsCwAAwOlDsQEDBmj37t2KjIy0+ra9vb01b948DR48WOfPn9ctt9zCOGNZfIPsgQceyDBv6dKlSk5Otng8sWXLlmWYN2rUKHO7AAAAAADAvsFYgKf1P59XPx2uPhv2pk2//u9ltdoWYfX9AAAAuFwo1rRpU40cOVLnzp2z2T7eeecd8zkuLk533XWXjh07ZrN9OaMRI0bI19c3bdp4L67t/ZWdVatWmeO3pfL399ewYcNyXOfIkSP66KOPNHv2bEVHR+ej5QAAAAAAICcHWwapX5C31Q5SYPRl/TRhnpa8Nl9PfP+XlJJizj96JVnBG8J4MwAAgE05fShm+OSTT1SnTh2bbT+1F5rRe+nixYt66623bLYvZ1S6dGk9//zzGea99957uQocU02YMEElSpTIdvkVK1aoUaNGZm8yIzwzQtFTp04pP6w9Jp2j7AsAAAAAAGuYXstPH9f478uweVUkIVFLXvtKdU6GyT0lRe/OXKFpn/4oj6SktGUIxgAAgC25RChmawsWLEj7OSUlRStXrrRrexzR2LFj1alTp7TpH374wewFlpNFixZpzZo1adNGecrHH388x3WMXoGXL/9Xa/zo0aOZArncMHqpGaUx07tw4YJswfjdOXz4cKb9AwAAAADg6O4pVVTrm5TM+wZSUvTFe4t14+6M1XdGLQ/RkknzVTz2SoZgLD75ag8yAAAAayIUs4AR3qR3+vRpq74JrsDDw0NLlixRs2bN0uYNGjTIHO8tK1u3bjUDrlQtW7Y0w0d39+x/JcPDw3Xy5Mkst5VXM2fONMOq9Hbt2mWWaLS2xYsXm/+GawO4tWvXWn1fAAAAAABYWy0fT4W2CsrTuhO//FX3rd2R5Wu3bdqvdc/OVLnw/4ZIKL8xXCeu/NeDDAAAwBoIxSxw4MABs3SiwXguX768VQ6+qwkICDDHEuvfv785bfTAatu2rSZPnmyGTEbpQKOn1KRJk9SxY8e0HlkDBgzQb7/9Zq6fk8DAQJUqVSrT/Lp16+a6rUYPs4kTJ2bZyywpKUk9evQwQyxr9OQyyjt+8MEHGj58eJavG8drzpw5CgujdjoAAAAAwLH5erjpXJvcBWPDVm3RS9/+nuMyzQ+f1oanp6th6Jm0eU23RWpp+H89yAAAAPLLLeXabjLIxCjrZ4Q2qV555RW99NJLHKkcGKUT33jjDbMXVFa/Yka4aJRbNEKprl27WnwsFy5caPZAi4+PN6eNgPKPP/5Q9erVLVq/QoUKZhiXvgTj9RhhXc2aNbVx40blRrt27cyecjExMRavY4yn5ufnp2PHjpm976whNdBNrzD+tzfCzvTvhXGcrXWMATg3zg+OLzk5OW2M19Rnf3//HHuYA9Y6P6QfE9bHx4frBwCcI9KxZPyv6qfDte/h9+WVlGzRb09UMW/d9dwA/dKsZtq83oFFNLt29uOPw7mu61K/gJz65Wjj2dWu6/iMAYDzg+Pes7Z7KGb0HKpRo4Yc2dmzZ/XCCy+YvYuMAMcYP8uSP9ZGzx/jho2Xl5cKqzNnzigkJEShoaFmIOHr66tq1aqpTZs2Klu2bJ62uX//fnNcNyPUuOOOO1SyZD5qmhcChGJXcUEKIDucHxwfoRjshVAMAOcI6wRjD6zcrE8/WirPZMuCsQQPdz38WB990a1lhvlhbYP5pXRyhGIACjvuQRTyUGzp0qW6++67zefu3bvLlRjfernxxhtVq1atTGOSAQWJUOwq/uAAyA7nB8dHKAZ7IRQDwDnCMt13XdCWi4k5LtN160EteuMblYi1vBzia/d00kuDuigl3ReTCcacG6EYgMKOexD2v2dt177Jffr0Mcecuuuuu7R+/Xq5CqPEym233WaWznviiSfs3RwAAAAAAACbWdmwpF6rUjzHZVY3r6UbpozU8VL+Fm/3hQVr9dXbC+Udn5ChZ1pSIRwSAAAAWIfdC/Z+/vnn5nPPnj1zPWaTowZivXr10l9//aVRo0apQ4cO9m4SAAAAAACATT1Uzke/NMx5eINdVcuq7dsPaWuNchZvd8C6nVr94mwFRv83NniZkHCFJVhWihEAAMChQrGaNWvqvffeM8sNGuN1rVmzRs7KGPi9S5cuWrt2rapXr67Jkyfbu0kAAAAAAAAFoqmvpw63DMxxmdNBJXTj5BH6sVUdi7fbcc8xrX96umqcCk+bV3dLhNZFxeervQAAoPCxeyhmeOCBBzRo0CDFxMSYPca+/PJLOZv9+/erXbt22rBhg4oXL64FCxaoaNGi9m4WAAAAAABAgfH3dNfZNkE5LnPJx1t9XxyoD3u1sXi7tU+Fa8PT09Vu7/G0eXfujdaLoRfz1V4AAFC4uKUU1Ohl13HlyhV17NhRmzdvNgdZe/LJJ82eVp6ennJ033zzjR5++GFFR0fLy8tLS5cuVffu3e3dLCDbQQs7depk0dEZOnSo+XAFDGIJgPODcw/IbvTIN6Q++/v7y93dIb7fBRdmXD8Y5dFT+fj4yMPDw65tAuA4OEdcnzH+V45SUvTED39r6uc/y93C21NxXp66/6l+WtixUdq8Yu7S8dbBFq0P+1/XGdWiDAEBAWnPrnZdxz0IAIX1/DB79mzzcT1Gtb1rFVRU5TCJk7e3t5YvX6727dvr8OHDevfdd/XHH3+YB7BevXpyROfOndMTTzyhb7/91nzDjPDh008/JRCDw8vqpJOVzp0727wtAAAAAADXFNY2OOdgzM1N7/W9QaGlA/TV1IUqdiXhutssmpCoBW9+q3FnI/VWv47mNi4nXw3gjP0BAAD7CQ0Ntfjes704TChmKFWqlFavXm32Yvn333+1adMmNWvWTE899ZSeffZZlShRQo7A+Lbo+++/r7feesv8dktqIDZ16lQNGzbM3s0DrsvSnmJVq1blaAIAAAAA8swIqu7dF6VfLmQfeH3fvr5uChquZRO/VOmoSxZt983Zq1T9TIQee+Q2Jf3/N+yNYMwo3eiRRcUUAABge8b9ZEvuPdszOHOY8onpHTt2TF26dNGRI0fMaSNwKlmypB555BE9+OCDqly5sl3atWfPHs2bN08zZ85UREREWne+YsWKmeOg9e3b1y7tAnJbPtEB/9vbnKt3TQaQd5wfHB/lE2EvlEYDwDnCer49H6fHDuc8/le1MxFaPmGe6p04b/F2f25eS/c8218xxf4b1/1Ai0AFerlWOT5XQflEAIUd9yDsf8/aIUMxw/nz582Qaf369eYBSu2NZTzatWun3r1765ZbblHTpk1tdmM7PDxcW7Zs0c8//2yOE3b06FFzfmpbjOdy5cqZr7Vo0cImbQDyi1DsKv7gAMgO5wfHRygGeyEUA8A5wroOxyapzfar44Nmp+TFWC1+bb5u2nn1Howltlctq14TButksH/avJUN/NXCzytf7YX1EYoBKOy4B3EVoVg24uPjNXr0aE2fPj0thLr2gBUtWlQNGzZUgwYNVLNmTVWpUsUMqoxSjMZAncWLFzcfnp6e5qCdxi9dXFycrly5Yj4bpRDPnDmjU6dOpT327t2rbdu2mT+nunbfxvQdd9yhjz76SGXLls3unwDYHaHYVfzBAZAdzg+Oj1AM9kIoBoBzhPXFJaeo4sbwHJfxSkjUzA++1/1r/rF4uycD/dRrwv3aXr1c2rwJlYtpVPli+WovrItQDEBhxz2IqwjFrmPJkiV69NFHdfbs2Qyh1PUOYn5kt31jfvny5TVt2jQzFAMcHaHYVfzBAZAdzg+Oj1AM9kIoBoBzhG0Y91ZKheQcjCklRePn/6YJX6+xeLsxPkXUf2x/rWhVJ21ew2Ie+r1xQH6aCysiFANQ2HEPwv73rJ2iwLIRPu3bt08PPfSQWSoxfSnF9GGVNR/pt5/aS61IkSJmzzVjbDECMQAAAAAAgNwz7rOEtQ2+3kJ65b4uGvLknYr3tGzYDL/YeC179UvVP3Y2bd6uy0kK3hDG2wQAAJwnFDP4+/vrk08+0e7du3XvvfemhWOGawMsazwMqQGZr6+vHn/8cR0+fFjvvvuuSpQoYeejAQAAAAAA4NyMYKxW0ZwDr7ldmqv7xCG6ULyoRdt8r0977alSJtN8IxgrqG+gAwAAx+U0oViqWrVqaf78+Tpy5Iiee+45VapUKUMPr/xKv63WrVvrww8/1IkTJ/Tee++ZZRMBAAAAAABgHeubBmhileI5LvN74+pq9/aDOlqmZI7LLW5XX88M757t60bJxstJBGMAABRmbiku8DWZDRs26KefftIvv/yibdu26cqVK3naTlBQkNq1a6fu3burV69eqlq1qtXbChQ0xhS7inq9ALLD+cHxMaYY7IUxxQBwjig4Oy8l6qadF3JcpnTkRS2bOE+tD57M9FpI7Yq66fXhii1a5Lr7+rtJSdX28cxXe5E3jCkGoLDjHoT971m7RCiWXkJCglli0RiD7NChQzp9+rTCwsJ06dKltLDM29tbfn5+KlOmjCpWrKjatWurQYMGqlGjhr2bD1gdodhV/MEBkB3OD46PUAz2QigGgHNEwbqYlKKqm8JzXMYnLl5fTl2kO9fvSZtn9CBr+/bDOhfga/G+jN5pj5bzyVd7kXuEYgAKO+5BXEUoBsBmCMWu4g8OgOxwfnB8hGKwF0IxAJwjCp7x3W2jzGFO3JOSNeWLn/XUD38rsnhRtX/7Qe2rVDrX+/Jxl/5tHZyP1iK3CMUAFHbcg7D/PWv6igMAAAAAAMBhbpKFtQ1W8IawbJdJ9nDXmJE9dbhcoHZXLp2nQMwQmyxzP8b+AABA4eBu7wYAAAAAAAAA6RlBVfWiOd+2+rh3W61tXD3fB84IxpJda3QRAACQDUIxAAAAAAAAOJyNTQM1oXKxAtlX6ZBwhSckF8i+AACA/RCKAQAAAAAAwCGNKl9Mqxr6W327nolJenXeavlfjE2bV2dLhH6KuGL1fQEAAMdBKAYAAAAAAACH1dzXS4daBlpvgykp+vjjpXrx27X6a+wMVTkbmfbS/QdidOeeKOvtCwAAOBRCMQAAAAAAADi0kp7uOtsmyCrbGrdonUau2mL+3OD4OW0YM10tD5xIe31ddII5zhgAAHA9hGIAAAAAAABweB5ubgprG5yvbfRfu0OT56zOMK/shYta+9zn6rNhb4b5BGMAALgeQjEAAAAAAAA4DSMYK+KW+/Vu2B2q2e8tzvK1YlcStOS1+Xr8h78zzCcYAwDAtRCKAQAAAAAAwKmcahOsYWWKWrx8zZNh+mHSVyqakJjtMu4pKXp/xk96f/qPck9KzhCMJaak5LvNAADA/gjFAAAAAAAA4HSmVPPV/DolLFr2g8+WKygm1qJlH1+2wew1ViwuPm1e2ZBwHY9LynNbAQCAYyAUAwAAAAAAgFPqFlBEO5sHXHe5+5+6S3/XrWTxdvts3Ke1z85U2YiYtHnN/4lUSExCntsKAADsj1AMAAAAAAAATqtcEQ+dbROU4zJh/sXV5bXhWtChocXbbXnolDaM+VQNQs+mzeu1O0ozzljW4wwAADgeQjEAAAAAAAA4NQ83N4W1Dc5xmThvL9079h5Nvqujxdutcj5Kf439TF3+OZQ277nQSxp9+L8eZAAAwHkQigEAAAAAAMAlGMFYsRzudqW4u+u5od314Kjblehu2W0x/8tXtGL8XA1btSVt3lfnr6j99khrNBkAABQgQrH/N3z4cEVHRxfksQcAAAAAAICVHW8drKcq+OS4zIwerdR7/CDF+BSxaJteScn64oMlenXeaiklxZx3IDZJwRvCrNJmAABQMNxSUv7/L3kh5+7urrp162rp0qWqWbNmnrdjHM4RI0bol19+UaNGjfTWW2+pfv36Vm0rkBtubm6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      "text/plain": [
       "<Figure size 1800x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "S = 2.000e+04\n",
      "Slope = -1.682963e-02\n"
     ]
    }
   ],
   "source": [
    "# --- style (run once per notebook ideally) ---\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.rcParams.update({\n",
    "    \"font.size\": 14,\n",
    "    \"axes.labelsize\": 16,\n",
    "    \"axes.titlesize\": 16,\n",
    "    \"legend.fontsize\": 13,\n",
    "    \"xtick.labelsize\": 13,\n",
    "    \"ytick.labelsize\": 13,\n",
    "    \"axes.linewidth\": 1.2,\n",
    "    \"lines.linewidth\": 2,\n",
    "})\n",
    "\n",
    "\n",
    "# --- choose run ---\n",
    "run_idx = 3\n",
    "\n",
    "# --- choose fit window in y ---\n",
    "y_min = 0.10\n",
    "y_max = 0.14\n",
    "\n",
    "# --- get data ---\n",
    "ts = ts_list[run_idx]\n",
    "t, y = get_signal(ts)\n",
    "\n",
    "# --- fit ---\n",
    "slope, intercept = fit_linear_yrange(t, y, y_min, y_max)\n",
    "\n",
    "# --- SAVE ---\n",
    "slopes[run_idx] = slope\n",
    "\n",
    "\n",
    "# --- plot ---\n",
    "fig, ax = plt.subplots(figsize=(6, 5), dpi=300)\n",
    "\n",
    "# data\n",
    "ax.plot(t, y, color='C0', label=\"Simulation\", lw=4)\n",
    "\n",
    "# freeze limits BEFORE fit\n",
    "xlim = ax.get_xlim()\n",
    "ylim = ax.get_ylim()\n",
    "\n",
    "# fit line (extended)\n",
    "ax.plot(t, slope * t + intercept, '--', color='C2',\n",
    "        label=fr\"Fit: slope = {slope:.2e}\")\n",
    "\n",
    "\n",
    "# --- find time bounds of fit region ---\n",
    "mask = (y >= y_min) & (y <= y_max)\n",
    "\n",
    "t_fit = t[mask]\n",
    "\n",
    "if len(t_fit) > 0:\n",
    "    t_min_fit = t_fit.min()\n",
    "    t_max_fit = t_fit.max()\n",
    "\n",
    "    ax.axvspan(\n",
    "        t_min_fit, t_max_fit,\n",
    "        color='gray',\n",
    "        alpha=0.15,\n",
    "        label=\"Fit region\"\n",
    "    )\n",
    "\n",
    "# optional: keep faint boundary lines (unlabeled to avoid duplicate legend entries)\n",
    "# ax.axhline(y_min, color='gray', linestyle=':', linewidth=1)\n",
    "# ax.axhline(y_max, color='gray', linestyle=':', linewidth=1)\n",
    "# restore limits\n",
    "ax.set_xlim(xlim)\n",
    "ax.set_ylim(ylim)\n",
    "\n",
    "# labels\n",
    "ax.set_xlabel(r\"$t$\")\n",
    "# ax.set_ylabel(r\"$A_z^{\\mathrm{mid},y_{\\max}} - A_z^{\\mathrm{mid},x_\\max}$\")\n",
    "ax.set_ylabel(r\"$\\max_{x} \\; A_z(x,0) \\;-\\; \\max_{y} \\; A_z(0,y)$\")\n",
    "\n",
    "\n",
    "# ticks\n",
    "ax.tick_params(which='both', direction='in', top=True, right=True)\n",
    "\n",
    "# legend\n",
    "ax.legend(frameon=False)\n",
    "\n",
    "# optional light grid\n",
    "ax.grid(alpha=0.2)\n",
    "\n",
    "\n",
    "# title (optional for paper; remove if needed)\n",
    "ax.set_title(fr\"$S = {S_arr[run_idx]:.2e}$\")\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# --- save figure ---\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.pdf\", bbox_inches=\"tight\")\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.png\", dpi=300, bbox_inches=\"tight\")\n",
    "\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# --- print ---\n",
    "print(f\"S = {S_arr[run_idx]:.3e}\")\n",
    "print(f\"Slope = {slope:.6e}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "S = 4.000e+04\n",
      "Slope = -1.449315e-02\n"
     ]
    }
   ],
   "source": [
    "# --- style (run once per notebook ideally) ---\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.rcParams.update({\n",
    "    \"font.size\": 14,\n",
    "    \"axes.labelsize\": 16,\n",
    "    \"axes.titlesize\": 16,\n",
    "    \"legend.fontsize\": 13,\n",
    "    \"xtick.labelsize\": 13,\n",
    "    \"ytick.labelsize\": 13,\n",
    "    \"axes.linewidth\": 1.2,\n",
    "    \"lines.linewidth\": 2,\n",
    "})\n",
    "\n",
    "\n",
    "# --- choose run ---\n",
    "run_idx = 4\n",
    "\n",
    "# --- choose fit window in y ---\n",
    "y_min = 0.10\n",
    "y_max = 0.14\n",
    "\n",
    "# --- get data ---\n",
    "ts = ts_list[run_idx]\n",
    "t, y = get_signal(ts)\n",
    "\n",
    "# --- fit ---\n",
    "slope, intercept = fit_linear_yrange(t, y, y_min, y_max)\n",
    "\n",
    "# --- SAVE ---\n",
    "slopes[run_idx] = slope\n",
    "\n",
    "\n",
    "# --- plot ---\n",
    "fig, ax = plt.subplots(figsize=(6, 5), dpi=300)\n",
    "\n",
    "# data\n",
    "ax.plot(t, y, color='C0', label=\"Simulation\", lw=4)\n",
    "\n",
    "# freeze limits BEFORE fit\n",
    "xlim = ax.get_xlim()\n",
    "ylim = ax.get_ylim()\n",
    "\n",
    "# fit line (extended)\n",
    "ax.plot(t, slope * t + intercept, '--', color='C2',\n",
    "        label=fr\"Fit: slope = {slope:.2e}\")\n",
    "\n",
    "\n",
    "# --- find time bounds of fit region ---\n",
    "mask = (y >= y_min) & (y <= y_max)\n",
    "\n",
    "t_fit = t[mask]\n",
    "\n",
    "if len(t_fit) > 0:\n",
    "    t_min_fit = t_fit.min()\n",
    "    t_max_fit = t_fit.max()\n",
    "\n",
    "    ax.axvspan(\n",
    "        t_min_fit, t_max_fit,\n",
    "        color='gray',\n",
    "        alpha=0.15,\n",
    "        label=\"Fit region\"\n",
    "    )\n",
    "\n",
    "# optional: keep faint boundary lines (unlabeled to avoid duplicate legend entries)\n",
    "# ax.axhline(y_min, color='gray', linestyle=':', linewidth=1)\n",
    "# ax.axhline(y_max, color='gray', linestyle=':', linewidth=1)\n",
    "# restore limits\n",
    "ax.set_xlim(xlim)\n",
    "ax.set_ylim(ylim)\n",
    "\n",
    "# labels\n",
    "ax.set_xlabel(r\"$t$\")\n",
    "# ax.set_ylabel(r\"$A_z^{\\mathrm{mid},y_{\\max}} - A_z^{\\mathrm{mid},x_\\max}$\")\n",
    "ax.set_ylabel(r\"$\\max_{x} \\; A_z(x,0) \\;-\\; \\max_{y} \\; A_z(0,y)$\")\n",
    "\n",
    "\n",
    "# ticks\n",
    "ax.tick_params(which='both', direction='in', top=True, right=True)\n",
    "\n",
    "# legend\n",
    "ax.legend(frameon=False)\n",
    "\n",
    "# optional light grid\n",
    "ax.grid(alpha=0.2)\n",
    "\n",
    "\n",
    "# title (optional for paper; remove if needed)\n",
    "ax.set_title(fr\"$S = {S_arr[run_idx]:.2e}$\")\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# --- save figure ---\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.pdf\", bbox_inches=\"tight\")\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.png\", dpi=300, bbox_inches=\"tight\")\n",
    "\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# --- print ---\n",
    "print(f\"S = {S_arr[run_idx]:.3e}\")\n",
    "print(f\"Slope = {slope:.6e}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Ut73t88TGS4M/lZ76UoqLz9XO7l0+UN80rSAH5GJacylat6w/pgiCMQAAAAAA4IQIxQAAABzFz1ua8ZT01gBTG8D2+T78Veo2Vjp7uXRETt1TqbimNCkvR/jzQpR6bjiuKFt7pgEAAAAAABQShGIAAACOZMKwEbdJv4ySSvjbPt+mA9L58Fyv9v4qQfqoYVk5wtLzkbp94wnFEIwBAAAAAAAnQigGAACQH25sLq1/U2pQ2bYgbfpTUv1KeVrl49WD9Vb90nKE385GqM+mE4pNzJ9GuAAAAAAAAHnlKScVERGhHTt2aO/evTp48KDOnj1r3czjMTExSkxMVEBAgNUTzHwtXry4atSooauuusq6lS7tmBNEAAAAmapdQVrzhnTfR9IP6zOfbszdUo8WdtmRI2qVUkRCkl7be97uT8xPZyJ0z+YTmtm8orzcHdHFDAAAAAAAoAiGYtHR0VqyZIl+/fVXrVy5Uv/++68VfOVWcHCwOnbsqO7du1s3E5gBAAA4XKCv9P2z0pjvpVdmX/nzO9pIz99u11W+UqeUIhMS9c6Bi7K3eafCdd+Wk/q2WQV55KRvGgAAAAAAQD4r9KHYxo0bNXHiRM2dO1dhYWHWY0lJeS/Tc+HCBS1YsMC6GXXq1NEDDzygIUOGWIEZAACAw7i7Sy/3kZpVlwZ8KIVHX368URVp2mOXyyfakZubm96uX0aRCUn69PAl2dvME2Eq5uamqU3Ly51gDAAAAAAAFFLuhTkMu+GGG9S6dWtNnTpVoaGhVhiWHIiZkzt5vSUvz9z27NmjkSNHqnLlylY4tmvXroLeBQAAwNXd1kpa+4ZUp4IU7C/9MEIK8HXIqsx7n48altWgysUdsvyvj4fqoW2nlWiHi5cAAAAAAACKRChmeoINHTpUbdq00dKlS1NCq/SBlj1kFJJFRUVZIVzTpk01bNgwq2wjAACAwzSoIq17U/pttFSrvEN3tBnFNaVJed1dIdAhy59yNERP7Dhjl1H9AAAAAAAALh2KbdmyxQqjvvjiC6tfWOowLCupR3xld8tK6nAsPj5eH330kdq2batDhw7Z+TcFAABIpYS/1LpOvuwS0/frm2YV1KtcgEOWb8ozPr3rLMEYAAAAAAAodApNT7E//vhDt99+u8LDw1PCsNQyCrSCgoJUunRp6xYYGCh/f3/5+vrKw8PDuiUkJFi3mJgYa7mmJ9m5c+d05swZqxxjesnrTP5q1rl161Z16tRJK1asUPXq1R32+wMAAOTa37ulMsUvl2G0gZe7m2Y2r6DbN57QL2cj7L7jJxy8KG93N71Zr7TdRvgDAAAAAAC4RCi2bt069erVyyqdmHpkWHIQVrZsWbVr104tW7ZUgwYNVL9+fVWtWtUKwXLLhGJmBNjOnTu1bds2rVmzRmvXrlVkZOQVo8aOHj2qW265RevXr5efn5+dfmsAAAA7OHxWuu0tKS5BmjlMurG5TbN5e7jr+xYV1XPDcS0+d/n9jz29tf+CFYy9Wre03ZcNAAAAAACQG25JBdz0ISQkRE2aNLGCp+QQyqhVq5YGDBhghWWmpGJ+iI2N1fLlyzVz5kzNnTvXGl2WvE3mq+l1NnHixHzZFsBeMrpCvyj2ejGjRs1o0WRmdKkZUQqA482pRcZIHV6UNh+8fN/8z3+znzTitsvf27KIhETdsu6Yll+Icsgmvl6vtJ6vXUpFlSkJfvHiRev75K+m2oG7u7vdXt9MT9xkyVUTANgfxxuQvzjmAI43FL3PTiYrMIKDg1O+2uuzU2HBOcqCP2dd4H9RL774YppArGHDhvrhhx+0d+9evfzyy/kWiBnFihVTt27d9OWXX+rIkSPW+s2JheRtmzJlijWyDAAAoMCZN4sPTPwvEEt+7Lnp0j0TpIhomxbj5+Gun1pVVvtgX4ds5ujd5/TugQsOWTYAAAAAAIDThGKnTp3S5MmTU0Kn0aNHa8uWLerZs6cKWokSJaxQzPQUSw7mTFr9wQcfFPSmAQAASO8skL77K+M9Metvqf0L0qEzNu2pAE93/dKqktqU8HHInn1211l9dPDyKCkAAAAAAIAiGYrNmjXLKlloTJgwQWPGjCl0wyFr1qypFStWWMGYCe7mzJljDXEEAAAoMIv+uTwiLCtbDkstn5OWbrNpkcW9PPRb68q6uri3HOHJnWc06fAlhywbAAAAAADAFgWaQC1ZssT62qNHDz355JMqrEzvoe+++87qz2Dqmm7bZtvJJQAAALszo7/6TpASbai1fT5M6jZW+mDh5dKK2Sjh5aHf21RRk0DHBGMPbz+tqUcv14gHAAAAAAAoUqGYKU1oSieOHDlShV39+vV18803W98TigEAgAJTMVi6q53t0yckSsOmSYM/kaIvj9DPSqliHlrcprIaBBSTIwzZekrTj4c6ZNkAAAAAAACFNhQ7d+6cvL291a5dDk7sFKAOHTqkbDcAAECBKOYlTXpI+myo5Olh+3xfrZCufUk6dj7bSct6e2pJmyqq6+8lezPj1e7756TmnAyz+7IBAAAAAACyUuANvIKCgqzRYs7AlFE0fcWio6MLelMAAEBR99AN0rKXpbJBts+zfr/UcqT017/ZTlrBx1NL21ZRTT/7B2OJkvptPqGfTofbfdkAAAAAAACFMhQrW7asLly4oLi4ODmDY8eOWQGeCfIAAAAKXIerpA3jpBY1bZ/ndIh03SvS5MXZTlrJx0tL21RRVV9P2Vt8knTXphNadSHS7ssGAAAAAAAodKFYpUqVFB8fr0WLFskZ/Pzzz9bXihUrFvSmAAAAXFaltPTna9K919q+R+ISpIcmS49MlmKzvjipmp+XlrWtoko+9g/GohOTdOv649oWGmP3ZQMAAAAAABSqUKxTp05WOcIXX3yx0I8WmzlzprZu3Wp936pVq4LeHAAAgP/4ektfPS69P0jyyMHbu88WS11fk05fynKymn7FrBFj5b1z0MPMRpfiE9V93VEdiizc7wUBAAAAAIDzK9BQrHv37tZXEzb169fPGjVWGK1du1YPPfSQVTqxfv361gg3AACAQsX0aB12i7ToBalkgO3zrfpXajFS2rA/y8nqBhTTH22qqEwx+wdjJ2MS1G3dUZ2JKZzvBQEAAAAAgGso0FDs2muvVdOmTa3v582bp2uuuUbbt29XYfLpp5+qS5cuCgsLs+4PHjy4oDcJAAAgc10bS+vHSY2r2r6Xjl+QOrwofb0iy8kaBHprSZvKKull/7eQeyPidNO6Ywo1pR0BAAAAAABcLRQzTOlEU0LR2LBhg5o3b657771X69atK7BtMqUcZ8yYoWbNmumJJ55QVFSU9XjZsmX18MMPF9h2AQAA2KRmOWn161KfdrbvsJg4aeDH0vBpUnzmwVST4j5a3KaKSnja/23kptAY9d54QjEJiXZfNgAAAAAAQIGHYrfffrvuuusuKxgz5QkTEhKsQKpdu3aqV6+eRo4cqSVLlig8PNyh23Hq1CnNmTNH999/v8qXL28Fc6asY3JgZ7btnXfeUUBADsoRAQAAFBR/H2nWcOmNfpdLK9pqwkKp+1jp/OVR8hm5OshHi9pUVqADgrGl5yM14J+TSvj/92AAAAAAAAD24paUnPoUoIiICLVu3Vq7du2ywqfUm2TuG+7u7qpbt64aNGhghWVVq1ZV5cqVVaZMGZUqVUqBgYHy9/eXt7e3PDwu97owyzEhW3R0tBWqhYaG6ty5czp79qyOHDmiw4cPW+s0JRuPHTuWss7UQViyoUOHauLEifm4VwD7SP13nKwQHPb5zvwvSC6Dapj/Gcn/KwBwvLm8hRulfh9IoZdHv9ukehnpx5FSk2qZTvLXhUh1X3dMEQn2f115pkaw3mlQVs4uMTFRFy9etL5P/hoUFGS9t7XX61tyVQPD19eX1zfAQTjegPzFMQdwvKFoMZ+dQkJCrO+Dg4NTvtrrs1NhwTnKgj9nXShCMePMmTO64YYbtG3btjQ7JP3mZbSz8iqrdZif9evXT19//bXLHYAoGgjFLuMFB8g/HG+F1O7jUq/x0r/HbZ/Hz1ua9liWZRhXnI+0eoFFJdr/LeXERuX0cLUScmaEYoDr4AQ9wDEHuCpe41AYEIoVLW4FGIp5qpAw/bpWrFihe+65R4sWLUrZKekDKkfsmMyeABOCjRo1SmPGjHFIGAcUlM6dO9s03aBBg6wbAMAF1KskrXlduvcj6aeNts0TGSPd9d7lEoyjemc4SadSflrQqpJ6rD+uGDsHY4/vOK0afl7qXsbfrssFAAAAAAD2N23aNOtWmBWaUMwoUaKEfv31V33wwQcaPXq0IiMj04RR+RFMJYduzZs314QJE9SxY0eHrxPIbyaAtmd4BgBwEkH+0g8jpFdmS2O+t20edzepZc0sJ7m+tL/mt6io2zYcV5wdczFTlbHPphP6q11VNS7ubb8FAwAAAAAAuzt06JDN554LSqEKxZI99dRT6tu3rzVCa8qUKYqNjbXLkLrMQrXkZZiRYTfeeKPVP6xnz56MDoPL6tSpk03TVa9e3eHbAgDIZ6Yc9Gt9pWY1pPs+kiJisp7+7XulG5pmu9ibygbo22YV1HfzSdlzvFhYfKJuWX9Ma9tXUwWfQvnWFQAAAAAA6PL5ZFvOPRdkcFZoeopl5vz585o+fbp127BhQ5oQLLcjx1IvwwRhzZo106233qr7779fVapUsct2A4UFPcUuo8cRkH843pzI9iPSbW9LB05n/PP+HaVvnjAvJjYv8pNDF/X4jjOyt5ZBPlretor8PZ2rxys9xQDXQb8VgGMOcFW8xqEwoKdY0eJWgD3FCn0olj4gW7Zsmf766y9t3bpV27dv19mzZ22e38PDwwq9ateurYYNG1ql4Uxqaco2Aq6KUOwyTtID+YfjzclcCJP6TpAWb037+NU1pFVjJN+cly18ec85vbb3vOytd7kAzWlRUR5O1OuVUAxwHZwwBDjmAFfFaxwKA0KxosWNUCz3IiIidOLECZ08eVIhISGKiYmxbiYA8/f3T7mVKlXKGrrn6UnZHRQthGKXcZIeyD8cb04oPkEaNV1656fL98sUlzaMk6qWydXizDVXj2w/rUlHQuy7nZKeq1VSb9bP3XYVBEIxwHVwwhDgmANcFa9xKAwIxYoWtwIMxZw+ITKBV506dawbAAAAcsHTQxp/3+U+Y49+Ls19JteBWPKb208aldO52AR9fyrcrk/JuP0XrFKKd1QItOtyAQAAAACA63OupgwAAABwHNND7NCn0rUN8rwoU+JwerMK6lLKT/Y2aMtJ7QyLsftyAQAAAACAayvwUGz//v1yVefOnVNcXFxBbwYAAIDtggPstre8Pdw1v0VFXV08533JshKekKTeG48rJC7BrssFAAAAAACurUBDsQULFqhBgwZatGiRXI3pb9a1a1fdc889Bb0pAAAA+WPfSenhyVLUf6O4int56OdWlVXFx75Vu/dExOm+LaeUmE81xwEAAAAAgPMr0FCsZ8+eatu2re68806tXr1ariIqKkq33nqrduzYoWHDhhX05gAAADheWJTUa7w0abHU4UXpyNmUH1Xw8dTPrSop0NO+bz0XnA7XG/su2HWZAAAAAADAdRV4+cQvvvjC+nrzzTdr3bp1coVA7JZbbtFff/2lxx9/XB06dCjoTQIAAHCsxERp4MfSjqOX7286KLV8Tlq5M2WSJsV9NLt5RXm42XfVL+05p1/PhNt3oQAAAAAAwCUVeChWu3ZtTZgwwSo3eMMNN2jZsmVyVhcvXrRKJq5YsUI1a9bUuHHjCnqTAAAAHO/1edL8dBc3nQ2Vur4mffKb9P8lDm8s66+PGpa166rNkvttPql9EbF2XS4AAAAAAHA9BR6KGUOGDNGAAQMUFhZmjRj79ttv5Wx2796tdu3aac2aNfL399fs2bPl4+NT0JsFAADgWAvWSy/Nyvhn8QnS419ID34mxcRZDz1SLVhP1wi26yZcik/U7RuPKzIh0a7LBQAAAAAArqVQhGLG559/rpYtWyomJkYDBw7Us88+q/j4eDmDmTNnqk2bNtqzZ4+8vLw0Z84cNW/evKA3CwAAwLF2HZMGfJT9dF8slTq/LJ243P/r7avKqFe5ALtuyrawWD2144xdlwkAAAAAAFxLoQnFvL29tXDhQtWqVUtJSUl6//331b59e+3atUuF1ZkzZ9SvXz/1799foaGhcnNz02effabu3bsX9KYBAAA4limJOHSSFBZl2/Rr9l7uM7Zmjzzc3PRtswpqEeRt102acjRE3x4LsesyAQAAAACA6yg0oZhRpkwZLV68WFWqVLGCsfXr11sjrp5//nkrdCosoqKirH5h9evX16xZs6xtNYHYu+++q8GDBxf05gEAADiem5s0/Unp6hq2z3PyotTpZenLpfL3dNf8FpVUppiHXTfr4e2n9W94jF2XCQAAAAAAXEOhCsWM6tWra+XKlapZs6Z1PzY2Vm+99ZZq1KihF154QUeOHCmwbdu5c6dGjRqlqlWravTo0bp06ZIViPn5+en777/XsGHDCmzbAAAA8l3VMtKfY6R+HWyfJzZeGjJRenyKqni6ac7VFeXhZr9NikhIUp9NJ+gvBgAAAAAAruCWZFKdQujs2bPq1auXVq9ebY3CSh6NZW7t2rVTjx49dP3116tZs2by8LDvFcbJzp8/r40bN+q3337TggULdPDgQevx5G0xXytUqGD9rEWLFg7ZBiCvzN9qeoX0sHeohIQEhYWFpdwPDAx02P8OoKjjeCuCzOvKez9LI76REnPwGtOpgTTnaU0IT9DwnWftukkPVAnS503Kq6AlJibq4sWL1vfJX4OCguTu7m63481UMUjm6+vL6xvgIBxvQP7imAM43lC0mM9OISGXy+EHBwenfLXXZ6fCgnMmBX/OutCGYsmjxJ566ilNmjQpJYRKv8N8fHzUqFEjNWzYULVr11a1atWsoMqUYjQHjb+/v3Xz9PS0DiDzRxcdHa2YmBjrqzmJcOrUKZ04cSLlZvqYbd682fo+Wfp1m/u9e/fWJ598ovLlC/6EC5AZQrHLeMEB8g/HWxG2eIt09/vSxQjb56laWknzntUAd1/NOPHfxQv28E3T8hpQOUgFiVAMcB2coAc45gBXxWscCgNCsaLFjVAsa/Pnz9ejjz6q06dPpwmlstuJeZHZ8s3jFStW1EcffWSFYkBhRyh2GSfpgfzD8VbE7T8l9Xpb2n7U9nl8vBTz+cNqXbWqtobZrx+Yv4ebNnSopvoB3ioohGKA6+CEIcAxB7gqXuNQGBCKFS1uBRiKOcXYQxM+/fvvv3rooYescjCpSymmDqvseUu9/ORRasWKFbNGrpneYgRiAAAAGahVXlr9unR7G9t3T3ScvO/9SCvmLVdJ+osBAAAAAICiHIol916YOHGiduzYob59+6aEY0b6AMseNyM5IAsICNCTTz6p/fv36/3331fx4sULeG8AAAAUYgG+0txnpLF9zRs1m2cr8cFC7R4/UyXDIu22KdvDYvXUjjN2Wx4AAAAAAHBeThOKJatTp45mzJihAwcOaNSoUapSpUqaEV55lXpZrVu31scff6xjx45pwoQJVtlEAAAA2MCEYaPvkH4cIQX62rzLSi/frn0jJqvhodN2281Tjobom2OXGzYDAAAAAICiyy0pvwo1OtCaNWv0yy+/aMmSJdq8ebNiYnLXi6JUqVJq166dunfvrltuuUXVq1e3+7YC+Y2eYpfR4wjIPxxvuMK/x6Xb3pL2nLR550T5FlP/4Xdo/jUN7bJD/TzctLZ9NTUKzN/+YvQUA1wH/VYAjjnAVfEah8KAnmJFi1sB9hRziVAstbi4OKvEoulBtm/fPp08eVLnzp1TRERESljm7e2twMBAlStXTpUrV1bdunXVsGFD1apVq6A3H7A7QrHLOEkP5B+ON2QoJELq/6G0cFOOdtBrfTvrlX5dlOSe9wIH9fyLaX2Hagr0zL9iCYRigOvghCHAMQe4Kl7jUBgQihUtbgUYinnKxXh5ealZs2bWDQAAAIVEkP/lUoovz5Zen2fzbC/NXK5mB05pwLN3KszPJ0+bsDsiVg9sPaWZzStk+AYcAAAAAAC4NqfrKQYAAAAn5eEhjb1HmvO05Gd7GcOe6/7V2qcnqe6xs3nehNknw/TJ4Ut5Xg4AAAAAAHA+hGIAAADIX3e2k1a/LtUoa/MsVx07q1UjPldAZO56x6b29M4zWnMxKs/LAQAAAAAAzoVQDAAAAPmvSTVp/Tipa2ObZ3lpQFeF52CEWWbikqQ7Np7Qyej4PC8LAAAAAAA4D0IxAAAAFIxSgdJvo6Wne2Q76ckBnTT5ptZ2W/WJmHj13nhc0QmJdlsmAAAAAAAo3AjFAAAAUHA8PaR3B0rfPCH5eGU8Tbu6qjDlIY2pX8auq157KVoPbz+tpKQkuy4XAAAAAAAUToRiAAAAKHgDrpVWjZEql0r7eMVg6ftnJW8vPVerpLqV9rPrar86FqoJBy/adZkAAAAAAKBwIhQDAABA4dCilrRhnNSh/uX7xTylef+TKgRbd93d3PRtswqq5ONp19U+u+usfj8bYddlAgAAAACAwse+ZxQAOIXOnTvbNN2gQYOsGwAA+aZcCemPl6Rh06RWtaU2ddL8uIy3p2Y1r6DOa44q3k5VD01Xsbs3ndC6DtVUx7+YfRYKAAAAAEARM23aNOtWmBGKAUXQihUr7BqeAQBgV8W8pE8fzPTH7Uv66e36ZfT0rrN2W+Wl+ET1XH9cf7evqmAvD7stFwAAAACAouLQoUM2n3suKIRiQBHUqVMnm6arXr26w7cFAIDcGFYjWKsuRmneqfAMf+4Zn6B4z5yFW/9GxKr3huNa1LqyvD2oMg4AAAAAQE6Y88m2nHsuyODMLSkpyU6FZwAURm5ublc8VhQP+4SEBIWFhaXcDwwMlIcHIwEAjjc4s5C4BLVcdVj7IuPSPB4UHqVVIz7Xxz3aatLNrXO83LsrBGpG8wpWD7O8SkxM1MWLF63vk78GBQXJ3d3dbq9vUVFRKfd9fX15fQMchOMNyF8ccwDHG4oW89kpJCTE+j44ODjlq70+OxUWnKMs+HPWrvUXBQAAgCIjyMtDc1tUlI/7f2+m3RMSNWP8HDU6ckaffbpAn338g7zi4nO03FknwzTCjqUZAQAAAABA4UAoBgAAAKfVtLiPJjcul3J/zLdLdPPGPSn3H/ptg5Y9/6XKXfxvtLAt3j14UR8cvDyyCwAAAAAAuAZCsf93//33KzQ0tGCfDQAAAOTYvZWD9EyNYPX5c5uen7Pyip+333VEG4ZNVKvdx3K03OE7z2juyZyFaQAAAAAAoPAiFPt/06ZNU9u2bbVv37487VBT93LIkCGqVq2aevTooZ07d9rjeQIAAEAW3oqN0NcfzM/055XPh2rlc1N03x+bbN6Pppp5/39O6vezEex7AAAAAABcAKFYKrt371abNm30xx9/5HqHbty4UVOnTtWxY8f066+/qkOHDjpw4IA9nisAAABk5FyoPHqPl090bJb7xycuXl+9P08TJi2UZ3yCTfsyNjFJvTYc158XItn3AAAAAAA4OUKxdGJiYnT77bfrk08+ydUOrVevnmrVqmWNGCtbtqyuuuoqvfTSS/Z4rgAAAJCRP7ZJh8/ZvG+e+mm1Fr00TaVCbBsBFpWYpFvWH9eGS9HsfwAAAAAAnBihWDoVK1bU0qVLNW7cOD3yyCNKSLDtKuJkgYGB2rp1qzZs2KCjR49q0aJFWrJkiT2fMwAAAKR2d3vpl1FSkJ/N+6XL1oPaMHyimh44adP0YfGJ6r7uqLaHxbDvAQAAAABwUoRiGWjRooXWrVunzZs364YbbtDFixdztFN9fX119dVXy9PTU5cuXVJISIi9ni8AAABk5Mbm0vpx0lWVbN4/1c9c0t//m6y7Vm6zafoLcYnqsoZgDAAAAAAAZ0UolokKFSpoxYoVqlSpklq1aqVdu3blage/8cYbqlGjRl6eIwAAANiiTgVp7ZvSba1s3l9+MXGa9fYsvTltkdwTErOd/mxsgq5bc1RbQymlCAAAAACAsyEUy4K3t7e++eYbPfjgg2rfvr1+/fXXHO3cl19+WZMmTVKPHj3y+jwBAADAFoG+0rxnpVfuytH+em7un/r5tW9UIjwq22nPxSaoy5pj+ieEYAwAAAAAAGdCKGaDkSNH6uuvv1b//v317rvvZjv92bNnddNNN2ns2LFyd3fXww8/bI/nCgAAALZwd5de7iPN/5+SAnxs3mc3bdyrdcM/01VHzmQ77fm4BHVZe1SbCMYAAAAAAHAahGI2MqO9/vzzT02cOFGDBw9WXFxchtPt3LnT6kn2+++/W/cHDBigmjVr2u8ZAwAAgG16tZbb2jcUX6u8zXuszsnzWvvMZ+q5JvvS2RfjEtV1zVH9dSGSZwQAAAAAACdAKJZObGxspjurYcOGWrt2rQ4fPqzOnTvr3LlzaX5+4cIF3XDDDTp27JiSkpLk7+9v9RQDAABAAWlQRZ7r31T49U1sniUwKlY/jp2ul2YslVti1n3GLsUn6oa1x/TrmXA7bCwAAAAAAHAkQrFUTJB1+vRpJSQkZLrDSpUqpcWLF6tJkyZq2bKltm7dmvIzU1rx5MmT1vdubm4aMWKEKlSo4MjnDwAAANkJDlDAb8/r6JO35GhfvTpjqb5/4zsFRMZkOV1UYpJ6bjiu746H8lwAAAAAAFCIEYqlYoIsM1Lsxx9/zHKneXh4WGUUTehlRozNnz/fenzGjBnWMowyZcrof//7n4qyf//9V6+88oo6dOigSpUqydvbW4GBgWratKkef/xxrVu3ToXN/v37NXfu3Hxd5/nz563w1PztmL8nAADgAB4eqvLBIK3/7GFFenvZPFvvNbu05tlJqnXifJbTxSdJ/f85qY8PXbTDxgIAAAAAAEcgFPt/AwcOtIIbM1rs/vvvtwKu7Dz66KP6/vvv9dBDD1nfm7KKZn4Tbpj7JgQqis6cOaN77rnHKjf56quvavfu3VZZyaeeeko33XSTDhw4oE8++URt2rRRz549U0bXFaQjR47owQcfVP369fXxxx/n67rN38qpU6fydZ0AABRVrR7qquULntehsiVsnqfhkTNaP3yium/ck+V0SZKe2HFGr+45Z70nBAAAAAAAhQuh2P+bOnWqFYzs3LlTr732mmbOnGmNcsrOddddp9WrV2vlypVpHr/99ttVFJmea82bN7f2X2JiohU2Hjp0SNOmTdPbb7+t2bNnW/dvvfVWa/qffvrJmn7z5s0Fsr0mkDOj1urUqaMpU6YoPj4+X9dv9oe5AQCA/HNzt0Za+dtLWta4hs3zBEdE65dXvtGIuStNze0sp31l73k9tO204hIJxgAAAAAAKEzckriM1S7Cw8Ot0VELFy60RopFRETIx8dHRcnGjRvVpUsXhYZe7qdxxx13aM6cOSklJVMz4ZMZNbZkyRLrfsmSJfX333+rXr16+bKtZ8+e1bhx4/Tpp58qOjo6zc86deqk5cuXO3wbzOiwRo0aWeUTHbnujPZ/UTzsTa/AsLCwlPumlKcphQqA4w1F14TdZ6UR32jYgtU5mu+7axtryJO9FeVTLMvpupfx08ym5ZUQfvm90cWLl0srBgUFyd3d3W6vb1FRUSn3fX19eX0DHITjDchfHHMAxxuKFjPAIiQkxPo+ODg45au9PjsVFpyjLPhz1q71F1WAAgICtGDBAquPmHnyzIizolYy8ZZbbkkJxEqUKKHPPvsswz9uw9PT0xo95u/vb92/cOGCevfuneakjiOYk1HPP/+8atSooffee++KQCw/DR06NE0gBgAA8tewemUU9s59GjTsdkV7edo83z0rt+mmjXuznW7R2Uh1WntMJ2IS8rilAAAAAADAHgjF7MgEQG+99Za+/vprTZo0SUWJ6cN2+vTplPumJGHp0qWznMf0cDPBULJdu3ZZPcgcZcWKFVZvs2LFimnVqlXWqCFbSmQ6qlynKR1ptgUAABScF+uUVq1Hb9C14x7Q8ZKBNs3z4a1tNa99Q5um3RoWq27bQ7QtIn9LNAMAAAAAgCtRPtFBzGixzEZJuZpFixbpxhtvTPPYgQMHrNFY2TEj6ho2/O+kkp+fn/bt26cKFSrYfTtNScvkkWnJzEgxU8IoNjY238onHj16VI0bN7bKa/bp00cff/yxQ9dN+cTLGJoM5B+ONzijN/ad14drDur7N75T+11HMp3O9CHrNmaQ4j1zVoLX391N71dw03UBbpRPBJwUpdwAjjnAVfEah8KA8olFixvlE11PUQnEjJdffjnNfRP42BKIGQ0aNFDdunVT7kdGRmrs2LFyhPSBmGGCqTJlyig/w1Izqs7UxzWjCUuVKpVv6wYAAJl7vnYpDW9XQ13euF+Tu7fMcJrDZYJ013N9cxyIGRGJSXroeKK+uJBYJHt7AgAAAABQGFA+EXmyY8cOrV27Ns1jPXr0yNEyevbsmeb+l19+qfDw8Hx7Zkx/s/zy6aefasmSJRowYIBuu+22fFsvAADI3shapfRGkwp66IleevjRnorz+O+tcqS3l3q90F/ngq68yMZWJgobdzZJww5GKDaRYAwAAAAAgPxGKJYDa9as0aOPPuq4Z8MJTZ8+/YrHWrVqlaNltGzZ8oqShgsXLpSr2b9/v0aOHKmKFSvqww8/LOjNAQAAGXimZkl91LCsJt3cWl1ev1+nS1wOwYY82Uv/1Kpol3323blY3b4rROfiEnkOAAAAAADIR4RiObB48WKr5B3+8/vvv1+xO5o2bZqjXdSsWbMrHpszZ47L1cQdNGiQ1dds8uTJCg4OLuhNAgAAmXi8erCmN6ugNY2rq+X7j+jRR27VzE45e3+TnTVh8bph2yVtiYjneQAAAAAAIJ8QiuWAKXuH/4SGhmrz5s1pdklAQIDN/cSS1alTR76+vleEba7Ub+Pdd9/VqlWrNHjwYN1yyy0FvTkAACAb/SoV148tK+l8uWBNvKWNQ/bX0dhE3bL9kmadjeb5AAAAAAAgHxCK2ciENH/++adjnw0ns23bNmsEVGqVKlWSm5tbjpbj7u6uChUqpHksLCxMhw4dkivYuXOnXnzxRVWpUkXvv/9+QW8OAACw0c1lA7S4TWWV8Mz9W+ZSIREqezHzXqnRSdJj+8P13MFw+owBAAAAAOBghGLZ2LVrl0aMGKFevXo5+rlwOtu3b7/isfThlq0yms+Ebs4uPj5eAwcOVExMjKZMmaKgoKCC3iQAAJAD7Uv6aUW7Kirv7ZHj/eaRkKDZb83UhuGfqsXe41lOO+V0tNVn7HQsfcYAAAAAAHAUT4ct2cmYUn379+/Xjh07rLBny5YtWr16tU6cOJHyc6R1+PDhK3ZJ+fLl7RqK9ezZ06l3+xtvvKENGzZo6NCh6tatW0FvDgAAyIUmxX301zVVddO6Y9oTEWfzfOO/XKQuWw9a3/858nM9+EQvTb/uyl6qqfuMddl2SdPqBqpVoBfPFQAAAAAAdlbkQjFT7m/fvn1WSTtzMyGY+bp7925rNE9qqYMwUxKQYCytkydPXrF/S5QokavnJTg4+IrHTp06JWdm+q2NHTtW1atX1zvvvKPCZOvWrQ5ZbpkyZVS2bFkVRgkJCdYt9X0AHG+Arap5e+jPNpV1++aT+uti9j3A7v1js4b/+HfKfd/YeH377lw1339SIwd3U4JHxiPPTsclqufOEI2t6qeBZYplW5bavJ6lLmfN6xvgOBxvQP7imAM43lC0mM81yZ9tkj/XmK+udk7emc5RnjlzRmfPnpWrcdlQzBxAe/fuTRN8ma979uxRbGxsmmkzO7By2hurqLl48eIVj3l7e+dqWRnNZ/qKOSvzN2bKJpryiV9++aUCAwNVmDRt2tQhyx05cqSee+45FUbmBSYyMjLNYx6ZnJAEwPEGZKSYpLn1i+uxvUmady7txVSptdxzTJM//jHDnz3zw19qevCk7h7ZVxeK+2U4TVySNPJwpDaExGhMRU/5uLtl+fqW+sIu876W1zfAMTjegPzFMQdwvKFoMefzkz/bREVFWV89PT3l7u5aHaCc6RzlBx98oLfeekuuxtMV/ohM+JU6+DJfzWO2hl9ZBWDJ8xCQXSn5n5OjQrHQ0FA5q5deeskq//jYY4/puuuuK+jNAQAAdmICqs/rBqm6T4TeOxZxxc/LXQzT/NdnyCcuPtNlXL/lgNYPn6heL/TXthqZl56ecylB/0Yn6qMqXqru7VofBAEAAAAAKAiezhR+mVFeGYVfcXFxeQ6/kudL/3PCsMyZUVD2CsV8fHxcZqTYmjVrrHKJtWrVcskkHQCAos7dzU0vVgtQNW93Pb0/TMnFLrzi4jX3ze9U+Xz2F/bUPH1Rq5+dpIHD79D3HRplOt226CT12B+rsRW91KtE4bx6EAAAAAAAZ+FZGIMW098rfdlD0wcsfQiT2/DLlnnS9xPDlXx9fa94LHVPi9zu+2ReXl5OOXrOlE00fz9Tp06Vv7+/CqMtW7Y4rKdYYSsVmVl9XrOdhXVoMuDsON5QVDwWGKh6wYHq+88pXYpPVLH4BF0IyLgkYkb8Y+I0d9xMvX5XJ73Uv6sSPTIeDRaeKA07FqfVUW56s5qf/D3c0hxvqd9HmQuNeH0DHIPjDchfHHMAxxuKFnNeOXnwS/J5Z3P+zhXLJzrLOcqnnnpK/fr1c6r2Pk4Ris2ePTtN+LV//36HhV/pSyFmtFwz0qlmzZrWrWzZstaBuG7dOmuUGtLKKPBJ3dMiJ6Kjr2xYX1jDlex6apm/lWHDhqljx44qrJo0aaKiKPULjPm+sL7gAK6A4w1FRfdygVrb3lu3bjgm826x1wv99MqMpXpp5nKblzF69go1PXhK/Z/to1D/K0fPJ5t1PlYbIhL0eZ1ANfH/72186g+JvL4BjsXxBuQvjjmA4w1Fhzlnn/x/P/mcgvnqaqGYM50zqVChgnVzNQUeivXt2zfLkMoeo7VSh2Hme3MgVa1aVXXr1rVuderUSflavXr1DNf1+uuv68UXX8z1NriigIAAh4ZiGS2/MFu2bJk+/vhj62/pjTfeKOjNAQAA+aRuQDGtaV9Nd206oSXnIvXygOv1T80K+vq97xUQnbbHbWZ6rN+tdU9/ptte6K/dVcpkOt3+6ATduP2SXq7qr6HlMw/QAAAAAABAIQzFzGiaP//80wqisgu+Mur5lf7nqXl6elpBV6NGjazbyy+/bM2/detWXXXVVTnaztGjR+urr76yRrLhsvLly9sUbtkiozCtVKlSTrOrTf+zwYMHW39f06ZNy7C0JAAAcF3BXh76pVVlDd95Rp8cvqT51zRU24ql9ePYb1Xr1EWbllHv+DmtfeYza8TYwtb1M50uNkkafThCK0JiNaG6n2wv2AgAAAAAQNFW4GMPV6xYYZVQNCO00oda5n5Gvb2SH0/9czP/rbfeqlGjRmn69OlWz6SIiAirJOOsWbPSjPLK7XDErl275vK3dE21a9e+4rHz58/nalkZzVevXj05i+HDh+vw4cN65pln1K5du4LeHAAAUAC83N30caNy+rxxORVzd9OO6uXU6v1H9HvzWjYvIygyRgvGTNfomcvklk2v1t8vxem6HaFaFpa2Jj0AAAAAACikI8WMO++8Uz179tS7776rcePGWaNukkeOpQ/GKlasaI36atiwYcoIMPO9n5/jr5E1wRv+Y0bhpXfy5Mlc7aITJ05c8Vj9+plfIV2Y/Prrr/riiy+s0Ydjxowp6M0BAAAF7IGqJdQ40Ft3bDqh4/LTza/cpze/Wqz/zVtl0/zuSUka++0fan7gpAYOv0MRvt6ZTns6LkmDD8epb3CiXijvKcaqAwAAAABQiEeKJStWrJg1ymvPnj0aNGhQSiBmvpYrV07ff/+9Lly4oGPHjum3336zAjRTrq5Vq1b5Eoglj1zq0qVLvqzLGZgwMn05S3uGYjktcVlQzEhEY9euXfLx8UkJdG25vfrqq1eMnMxoOlOSEQAAOI82wb7a2KGarg32VYKHh0bcf6P6P3OnoorZfk3aHX/v1OpnJ6vmyexH4s+8mKAb98Xqr9C4PG45AAAAAACuq9CEYslMAPbll19q/fr1Vr8xE4ydOXPGCsCmTJmiuLiC+6Dfq1cvLV68uMDWX9gEBweradOmaR47fvx4jp+j2NjYK8I0s9ySJUvaZTsBAAAKQjlvT/3eupIeKu9j3Z9xXTO1f3uojpQJsnkZjQ+f1vrhn+n6zfuynfZYXJJu3x2u0YfCFZWYtiw5AAAAAAAohKFYsubNm1ujZswonGrVqik0NFQjR460Rg/Nnz+/oDcPmfRZM4HYzp07c7R/tm3bdkWQduONN7KPAQCAS/QZe716gD6rHSAfN2lz7Ypq+f4jWtHI9rLcJcOj9NvLX+lpU34xXQ/ejEw6Fa3rtl7SxjBGjQEAAAAA4BShWLI+ffpYZenGjh0rf39/HThwwOpB1rlzZ23evLmgN6/Iu+mmm67YB//880+O9sumTZuueOzmm292mn1rShsm977L6e3ll19Os6xOnTplOJ0pKQoAAJzXnaV9NLuquyp7SWdLBOj6sYP18S1tbJ7fIzFJ7375m755d658YrIPu/ZFJ+imHSF6+XCEIhMYNQYAAAAAgFOEYoa3t7eef/557d27VwMHDrR6LK1cudLqJzZkyBCdOnWqoDexyDI91mrWrJnmsVWrbGsin8w8l6nVrl3bKp0JAADgSq7ycdP8au66LshL8Z4eeuKRWzXkyV6K8fSweRkDlm/RqhGfq8qZS9lOmyjpk5NR6rTtov6m1xgAAAAAAM4RiqXuNzZ16lStW7dOHTp0UGJiojVKp27dunr99dcVHR1d0JtY5JiA0gSTqS1YsMB6bmztJ/bTTz+leezxxx+3lgsAAOBqSni4aUbdAD1TyVfm3c6X3Vqq85tDdKJkoM3LaLH/hDYMn6iO2w/aNP3B6ET13Bmi/x0MV1iCbe/RAAAAAABwRU4ViiW7+uqrrdFFM2fOtPqNhYeH66WXXlK9evWsx5C/HnjgAQUEBKTcP3PmzBWjvzLz+++/KyQkJOV+UFCQBg8enOU8poTmJ598YgWiptccAACAM/Fwc9OoKv6ae1VxlfVy05qrqlp9xlbXq2LzMsqGROiP0VP1yMK1Ns8z9XS0Omy5pN8vxuZyywEAAAAAcG5OGYolu+uuu6x+Y2PGjLH6jR09elT9+/fXNddco7VrbT9BgLwpW7asVd4ytQkTJtg073vvvZfm/iuvvKLixYtnOv2vv/6qxo0bW6PJTHjWrFkznThxQnkRFRWVp/kBAAByo1NQMa1oEqzrS3jpZKni6jxuiL644Wqb5/dKSFQ1G8oopnY8NlH9dodqyJ5QnY5l1BgAAAAAoGhx6lAsud/Y6NGjtWfPHt13333WY2vWrLGCMROQmaAMjjdixAh16tQp5f6PP/5ojQLLyty5c7Vs2bKU+9dff72efPLJLOd58MEHFRkZmXL/4MGDVwRyOWFGqZ09ezbNY5cu5ezkEgAAQG6V8XLXjHrF9Vo1fyUV89QDT/bWYw/3UJxH9m/Tf7u6jp6/74ZcrffHC7Fqt+Wivqob6agAAQAASURBVDodrcSkpFwtAwAAAAAAZ+P0oViy8uXLW+X0TL+x9u3bKykpySqlWL9+fau0YuogBfbn4eGh+fPnq3nz5imPDRgwQDt27Mhw+k2bNlkBV7KWLVtq9uzZcnfP/E/y/PnzOn78eIbLyq0pU6ZYfyupbd++3SrRCAAAkB/c3dz0aAVf/dIwSDV8PfRpj7a6fuxgnQnyz3SefRVK6p4RdynRhvAsM6EJSXrmYLjVb2xPVHyulwMAAAAAgLNwmVAsWYsWLfTnn3/qu+++U9WqVa3SeK+//rrq1KlT0Jvm8oKDg61eYnfffbd134zAatu2rcaNG2eFTOa52L9/v8aOHauOHTumjMi65557tHTpUmv+rJQsWVJlypS54nETfOaUGWH22muvZTjKLCEhQTfeeKPmzZuXpt8ZAACAIzUP8NLSxiXUp7S3VjauYfUZ21SrwhXThfkW020v9NelAF+7rHdNWLw6bb2kcUcjFJ3IqDEAAAAAgOtyuVAsmQlm/v33Xyv48PPz08mTJ1N+Rnk8xwkICLBG6C1atEidO3dWRESERo0apVq1alnPQ+3atfXiiy9aAZn5uSmxOGPGDAUGBma7bDc3N33yyScqVqxYymMVK1a0QjdbVapUyeo/V7NmTb388suKjc240fzevXt1xx13qESJElYY17p1a5vXAQAAkFuBHu6aWDtQn9YK0IXywerw1oOa3qlJmmnuG36ndlYrZ9edHJckvXM8Sp23XtJfoXF2XTYAAAAAAIWFW1L62nEuyARizz33nL799lurVJ7pQzZ06FArrDFlF+E4p06d0tq1a3Xo0CGFhYVZoVmNGjXUpk2bXO/73bt3W6GbCdJ69+5tBVfIOkxMrwgc9hmOADR/g8nM348p+wmA4w1wpMTERF28eNH6PvlrUFBQliWjkx2JTtATB8L1V0isnp7/l96etkhj7+6sV/p3dfiT1r+Mt16p5q9gT5e9hg7I1ftJc3FfMl9fX95PAg7EMQfkH443FJbPTslVu5Iripmvtnx2ciacoyz4c9ZFIhRLtmHDBg0bNkx///23tdN9fHz08MMPa+TIkSpbtmy283/44YcaPny49YcLOAtCsct4wQHyD8cbYJ9QzJo/KUmfn4rWmCMRarjnuFVOMSmfPhSW8XLT2GoBur1UsQzfTwBFDScMAY45wFXxGofCgFCsaHErwFDMtWLWbLRs2VKrVq2yyvVVqVLFuspvwoQJVmk/M5Ls/PnzWc5vemQBAAAA+cXdzU0PVfDVsiYlpObV8i0QM87GJemhfWHq+2+oDkdzURgAAAAAwPkVqVAsWd++fa1+Y6+++qrV58r0vRo/frxV1s/0u7pw4UKG861bty7ftxUAAACo4+uphQ2DNLqKn7xyMWjLKy5ej/20Ru4JiTme94+QOHXcelGfnIhUfNEpMgEAAAAAcEFFMhQzTOlEE4Dt2bNH9957r/VYeHi43njjDVWtWlWPPvqoNaosuVTiH3/8Yd0AAACAguDp5qbhlfy0uFEJNfLLWV/MDyct1MeTftYvr3yt4LDIHK87MlF6+Uikbth2Sf+Ex+d4fgAAAAAACoMi1VMsK2YU2OOPP271HUtd09Lb29tq6Hfq1CmrpqV5nJ5icCb0FLuMHkdA/uF4A+zXUywzcYlJ+vBElN45Hqm4bN7ND/11nSZ9siDl/r4KJdVrdH/tqF4uV+s2W/5QBR89V9lf/h70GkPRQb8VgGMOcFW8xqEwoKdY0eJGT7GC17p1aysYmzx5skqVKmUFYOYWHR2tkydP5luTNwAAACA7Xu5ueqayn5Y0LK6mvpkHU+13HNJHkxameaz2yQta8+wk9f57R652tCnAOPFktDpsuaglF2N5sgAAAAAATqPIlk/MzAMPPKDdu3dr8ODBKYll8g0AAAAoTOr7emhezWJ6obynfNK9Xa10LkRz35ypYvGXy4GnFhAdq3lvfKdXv10it8Sc9xkzjsYmqu/uUA3dG6YzsblbBgAAAAAA+YlQLAMlS5bUF198oSVLllj9xRglBgAAgMLKw81ND5T21G+1i6lDoKf1mHdsnOa/PkPlL4VnOe9LM5frh7EzFBgZnev1zzsfo2u2XNT0M9G8bwYAAAAAFGqEYlno0qWLtmzZoh49evABHwAAAIVadW93za0XoE9qBeizz39Rq73HbZqv57p/tfbpSapz/Fyu130pIUlPHQhXr12hOhh95cg0AAAAAAAKA0KxbBQvXlzz589Xt27d8ucZAQAAAHLJlPy+u4yPOj9zg85UCLZ5vquOndX64RN10/rdedr3f4XGqfPWi/rqNKPGAAAAAACFD6GYDTw8PPTVV1/Jz8/P8c8IAAAAkEeBzarKc8VonWlX1+Z5giJj9PNr3+q52SukpKRcrzsiUXrmYLj67Q7VaXqNAQAAAAAKEUIxG5UrV059+/Z17LMBAAAA2ElSyQB5zH9KYUO72DyPe1KS3vx6sWa9NUt+0bF5Wv/iS3HquPWiFpyPydNyAAAAAACwl8uduGGTZ599Vq1atWJvwel17tzZpukGDRpk3QAAgJPy9FDsG3cprGlV+T/9rdxj4m2a7a5V21Xv2Dn1eqGfDpUvmevVX4hP0v17w9TnYqzeru6vQE+uyQMAAAAAVzVt2jTrVpgRiuVA/fr1rRvg7FasWGHX8AwAABRusXe3VULdCgoc+Jk8Tly0aZ6mh05pw/CJumtkXy1tVitP659zLkbrwuI0qXagWgZ65WlZAAAAAIDC6dChQzafey4ohGJAEdSpUyebpqtevbrDtwUAAOSPhObVFLJklAIHT5LX2v02zVMqLEqLXvpKzw65UR/0bCe5ueV6/YdjEnXLjhCNrOKnpyr6yiMPywIAAAAAFD7Vq1e36dxzQQZnbklJeeiiDaDQc8vghFNRPOwTEhIUFhaWcj8wMFAeHh4Fuk2Aq+J4A/6TmJioixcvj8xK/hoUFCR3d3e7HW9RUVEp9319fbN/fYuNl/+oWfL56s8creurLs308GO3Kdo77yO92hf30sRaAarozWsxnEeujjcAHHOAE+A1DoXls1NISIj1fXBwcMpXe312Kiw4Z1Lw56xd6y8KAAAAQNaKeSri3f4Kf6efkrxsP6E/cOk/WvncFFU+eynPe/iv0Dhdu/WSFl6IyfOyAAAAAACwFaEYAAAAUATFDLpWoT8MV2LZ4jbP02rvcavPWPsdh/K8/ksJSRq4J0zPHAhXZELRG8UOAAAAAMh/hGIAAABAERXfprbVZyy+eTWb5yl3KUJLR0/V0F/X2WUbvjoTreu3X9K/kfF2WR4AAAAAAJkhFAMAAACKsMSKwQr56VlF921r8zzF4hM06ZMF+uzjH+QVl/cwa09Ugm7YfknfnYnO87IAAAAAAMgMoRgAAABQ1Pl4KeKjgYp4vY+SPGz/iPDQbxu0dPSXKncxLM+bEJUoPXEgXE/sD6OcIgAAAADAIQjFAAAAAEhubop+qKtC5zypxJL+Nu+RDjuPaMOwiapy5pJd9uJ3Z2PUbfsl7YminCIAAAAAwL4IxQAAAACkiL+2vkIWj1J8o8o275WNtSvqWOnidtuL/0Yl6PptlzT7LOUUAQAAAAD2QygGAAAAII3EaqUVsvB/iunVMts9s7NKGd37zJ1KcrfvR4vIROnR/eF6an+YohKTeIYAAAAAAHlGKJYD58+fV82aNfO+1wEAAIDCzt9b4Z8PUcRLvZXk5pbhJJf8fdTrhf4K8/Nx2GZMPxuj7tsvaX9UgsPWAQAAAAAoGgjFcmDt2rU6fPiw454NAAAAoLD1GXuyu8K+e0yJxX3T/MgEZW+9co/2Virt8M3YGZmg67df0i8XYhy+LgAAAACA6yIUy4HXXnvNcc8EAAAAUEjFXd9IIYufU3zd8imPRb5wm54Z1FrjqvvLO+OBZHYVlpCk+/aE6bUjEYpPopwiAAAAAKCIhWKmlGF4eHi+rOuZZ57RunXr8mVdAAAAQGGTWKucQheNVOyNTaxeY2YEmZubmx4o76vfG5VQPV+PfNmOD09E6c5doToTm5gv6wMAAAAAuA6nDsUOHTpk3RwpPj5eTz31lCZMmODQ9QAAAACFXVKgr8K+fljhHw+0Sisma+jvqSWNS+j+co7rLZbaqtA4ddl2SevC4vJlfQAAAAAA1+DUoZjx888/O2zZ+/fvV8eOHfXxxx8riRItAAAAgOTuLvl4XbEnfN3d9HaNAH1dN1DBno6vp3gqLlE9d4bo81NRvFcHAAAAABSNUOzTTz9VSEiIXZdpArDx48erSZMmVslEc9+UhgEAAACQtZtLemtlkxLqWPzK4ExJSfpo4k/quWaXXXZjfJI06lCEHtoXrogE+owBAAAAAFw8FDt+/LgGDhyouDj7lE7Ztm2b2rRpo+eee05RUZevOiUQAwAAAGxXoZiH5l5VXC9W8VPqTmNPLVitxxeu1Y9jp+vF75bKLdE+fcHmnY9R9+2XtDcqnqcJAAAAAOC6oZjx008/qVu3bjp16lSul2FCtRdffFEtW7bUxo0bU8IwAjEAAAAg5zzc3PRUJT8taBikisXc1eWf/Xrni99Sfv7a9KX6/o3vFBAZY5fd+29Ugm7YHqKfzttneQAAAAAA1+MSoZixcuVKNWrUSLNmzcrxvKtXr1azZs30xhtvWOEYo8MAAAAA+2gT6KU/g+I1/+1Z8kw3Mqz3ml1a8+wk1Tpx3i7rCk9I0uC9YXrpcITi6QkMAAAAAHC1UMwEWMm3CxcuqF+/frr77rut77MTGRmpp556Stdee63+/fffDEeHmce8vLxUrVo1uZum4gAAAABsFxGjqvdPUvHQyAx/3PDIGa0fPlHdNu6121799GSUeu8M0elY+5RnBAAAAAC4BqdPeQYNGqRz587pww8/VIkSJawQa+7cuWrYsKF+/vnnTOdbvHixNbLs448/VkJCQoajw8xjd955pw4ePKgDBw7oo48+yoffCAAAAHARSUkKePIree44nuVkwRHR+uXVr/W/uX9a89jD6rB4dd12SVsi6DMGAAAAAHCRUGz48OEqWbKkHn/8ce3evVt9+vSxwqzTp0/rtttu0/3336+wsLCU6S9duqTBgwfrxhtv1KFDhzIdHVauXDnNmzdPs2fPVoUKFazHb775ZutnAAAAALLntfJfef+4yaZd5ZGYpLenLdL0d+bINzrWLrv3VFyibt1xSb9coM8YAAAAAMDJQ7GBAweqbt26KffLlClj9RT78ccfValSJSvA+uqrr9S4cWMtXbpU33//vRo0aKCvv/460zDM3Mzos507d6pXr15p1le5cmW9/PLL+fo7AgAAAM4qrtNVCv/oPiV5e9o8T78VW/XXiM9V9cxFu2xDZKI0cE+YPj4RyQVuAAAAAFDEuSW56NCn0NBQq1+YCcWM5PAr+dfNqFSi6Rs2efJk3XDDDQWwxYBjpP9bN1z0sM+SKZOaetRoYGCgPDw8CnSbAFfF8Qb8JzExURcvXg53kr8GBQXZrVetOd6ioqJS7vv6+hbK1zfPTQcVeN9ncj8VYvM8Z4v7qc9zfbWiSU27bUf/Mt4aXyNAxdyvfH8EuMrxBrgKjjmA4w1F77NTSMjlzwvBwcEpX+312amw4JxJwZ+zdq2/qFSKFy+uqVOn6pFHHkkzCiyj0WHGY489pu3btxOIAQAAAHYWf3UNXfrjecW1tj3gKhMaqSUvTNPjP622W5+x6Wdj1G93qMITit4FQgAAAAAAJw/FTBnEzJgRIQ8++KA+++yzlCAso9FhpvziypUr9dFHH8nf3z8fthoAAAAoepLKBSl0/nBF39vB5nk8ExP10aSF+uKD+fKOjbPLdiwPiVPvnSE6H5dol+UBAAAAAJyHU4digwcP1oULF654fP78+brqqqv05ZdfpowQSz30Lvm+p6en3nzzTbVv3z6ftxwAAAAogry9FPH+AIWP76ckT9s/ity/ZJNWPPeFKp4LtctmbI6I1y07QnQsJsEuywMAAAAAOAenDsVMsLVmzZqU+xs2bFDXrl1155136sSJE2nKJZqbue/l5aUhQ4ZY5RXj4+Otae+9916dP3++QH8XAAAAoKiIGXytNWossUygzfO02XNMG4Z/qna7jthlG/ZFJ+jmHSHaGxVvl+UBAAAAAAo/pw7FjIcffljPPPOMOnTooDZt2mj58uWZ9g5r1aqVNm7cqM8//1xbt25Vp06drMdnzJhhjSwzXwEAAAA4Xny7OgpZMkrxTavaPE+Fi+FaPuoLDVm0wS7bcCI2UbftJBgDAAAAgKLC6UOx48ePa8KECVq9enVKWcT0YZiPj4/Gjx9vTdOwYUPr8apVq2rZsmV699135e3trXPnzlkjxm6++WYdOWKfq08BAAAAZC6xUkmF/PysYu5qY/NuKhafoCkf/aCPJ/4kr7i8j/I6E5dkBWN7GDEGAAAAAC7P6UMxI3UYlj4Q69y5szUqzIwmc3e/8tcdPny4VXaxefPm1vSLFi1So0aN9NFHH10xbWxsrLp06eLw3wcAAAAoMnyLKfyTQYoYc6eS3P97L5+dxxau1ZIXpqrsxXC7BGO9doZodySlFAEAAADAlbklmSTISZmQK3UIlsz8SqZn2FtvvaWHHnrIpmWZ/mKvvvqqxo0bp4SEBGu5phzj5MmTrZDMOHTokGrVqmX9HHAWGR0jpnSoLQYNGmTdXIE5bsPCwlLuBwYGysPDo0C3CXBVHG/AfxITE3Xx4kXr++SvQUFBGV6sldvjLSoqKuW+r6+vU7++ea3YpYAHpsj9YoTN8xwtXVy9XuivTbUr5Xn9ZbzctKBBkOr4euZ5WXA9rna8AYUdxxzA8Yai99kpJCTE+j44ODjlq70+OxUWrn7OZNq0adYtOytWrLjisfyKqlzi017qkonme1MCcdKkSapUyfYPxp6enhozZox69OhhlVHct2+f1q5dqxYtWujBBx+0blOnTnXgbwHkn4z+6WTEjLQEAADIL3GdrlLI4ucUeN9n8tx53KZ5qpwL1aoRn+vBJ3pp+nXN8rT+s3FJ6rMrVL80DFJFb9f5YAoAAAAA+eHQoUM2n3suKC4RiplAzIRhJUuW1Icffqh+/frlellmdNiWLVv07LPPauLEiYqLi7O+mhvgKmwdKVa9enWHbwsAAEBqidXLKOTXEQp48it5/7jJpp3jGxuvb9+dq+b7T2rk4G5KyMOVlsdiE9Xn31D93DBIwZ6udVUqAAAAADiSOZ9sy7nnggzOXKJ8ovkVrr/+en399dcqX7683Zb/+++/a8iQITp+/L+rVM36KJ8IZ5JZidGixtWHJgOFCccb8B/KJ+ZBUpJ8J/wm3zcWmA8tNs826r4bNO4u2y4AykqrAE/NvSpI/h629zmDa6OUG8AxB7gqXuNQGFA+sWhxK8Bz1i5x6eNjjz2mRYsW2TUQM7p166atW7fq1ltvtetyAQAAAGTDzU1Rw29S2PRHlRjoY9Pu2lK9vD7s2c4uu3Z9eLyG7A1VXGLRu5gIAAAAAFyV04diZoTYRx99lGGyaA+mmd+PP/6oESNGOGT5AAAAADIX162xQn5/Tgm1y2W5m84V91OvF/op0qeY3XbnkktxeupAeJEcZQ8AAAAArsjpQ7EXXnghX9Yzbtw49ejRI1/WBQAAAOA/iXXKW8FYbPcmGe6WJA93vTemvw6VL2n33Tb7XIzeOx7F0wEAAAAALsDpQ7GmTZvm27qeeOKJfFsXAAAAgP8kFfdV2DcPK/KZm6/YLZGv3qGn+l2t/mW8HbLL3jwWqR/Ox/B0AAAAAICTc+pQbOrUqSpevHi+ra9FixaqWrVqvq0PAAAAQCru7ooa1VNhU4cqyf9yABbdt62iH+oiTzc3TagZoCcr+jpklz2+L0wbw+J4OgAAAADAiTl1KDZw4ECHr+P333/Xa6+9ps2bN6tkyZI6ePCgw9cJAAAAIHOxt16tkF9HKOa2Fop4p7/0//2FTZ/hF6v46ZlK9g/GopOkAXtCdTQmgacGAAAAAJyUU4di+aFhw4ZWP7HOnTvrjz/+KOjNAQAAACApoUElhX/xoOTjlWZ/mGDsucqOCcbOxiWp/+5QhSUk8hwAAAAAgBMiFMtGpUqV1Lt3b4WFhemOO+7QgQMH8ueZAQAAAJArycHYs1kFY0lJ8o2OzfGyd0Ym6NF94UpMSuLZAQAAAAAnQyhmg+Q+YiYYe+SRRxz9nAAAAACwRzBWxV+PVcg4GHtuzkqtfWaSap48n+Nl/3oxVm8ejeQ5AgAAAAAnQyiWjWPHjmnWrFnWh+qkpCQtWbJE+/bty59nBwAAAECevFzVT31Le6d57Kb1u/X6N0vU+PBprR/+ma7fnPP39++fiNL352J4dgAAAADAiXjKxWzYsEF79uzRuXPnFBkZqfj4eCUm5qzmv5k+NDRUu3bt0vLlyxUbm7asyt9//63atWvbecsBAAAA2Ju7m5verxmgC/GJ+v1SnOocP6cZ78yR+/+XPywZHqXfXv5KIwZ113u925shZjYv+6n9Yarp467mAWn7mgEAAAAACieXCcWmTZum1157TYcPH7brcs3oMMOMFEt28uRJu64DAAAAgON4ubtpSp3iGrjxtD4ZM10lIqLT/NwjMUnvfvmbmh08qaGP91K0t20hV3SSdN+eMC1uVELli1GEAwAAAAAKO6f/5GZCq3vvvVdDhgzRoUOHrPv2vJkwLHUgZpQvX77Afl8AAAAAOefnlqSfJnyvq46dzXSae5dt0aoRn6vKmUs2L/dkbKLu2x2q6MTLF9MBAAAAAAovpw/FnnjiCU2fPj1NgGXPW3pBQUG69dZbC+R3BQAAAJA7vm/9LP/ft2U7XYv9J7Rh+ER13H7Q5mVviojX8APhKVUmAAAAAACFk1OHYmvXrtWnn36aaYCVXm4+pKYeNVamTBnNmzdPJUuWzOUWAwAAAMh3sfHyWrHL5snLhkToj9FT9cjCteYDgU3zzDkXo49ORuVhIwEAAAAAjubUPcXGjBlzReDl4eGh0qVLKyAgIOVnkZGROnXqlCpWrChfX98slxkfH68zZ84oKirKCtqqVq2qjh07qnPnzrr77rvTLBcAAACAEyjmqdAfnpb/iO/kM+Nvm2bxSkjUpxN/UvP9J/T4I7cq1iv7j05jjkSqnq+nugcXs8NGAwAAAADszWlDsejoaP3xxx9WcGUCsVatWumFF15Q165d5efnl2ba06dPq0qVKlapxZEjR2a77MTERP3888966KGHFBYWpscee0xt27Z14G8DAAAAwKF8vBTxwb2Kb1pV/qNnyy0+0abZHvx9oxoeOaM7nu+nUyUDs5zWXKb30L4w/dYwSPX9nPajFgAAAAC4LKctn7hmzRrFxMRY399xxx3666+/rF5f6QMxo1y5curevbu+/vprm5bt7u6unj17avny5VZAduONN2rz5s12/x0AAAAA5CM3N8UM6azQ74cpsZTtFSCu+feoNg77VK13H8122vCEJA3YHaoLcbaFbgAAAACA/OO0odiRI0esr6a/15dffilPz6yvxLz//vv177//asOGDTavo169evrggw8UGhpqBW5nz57N83YDAAAAKFjx7esqZMkoxTeuYvM8FS+EaeXIKRq0eGO20x6KSdT9e8MUl5jznsYAAAAAAMdx2lDs/PnzKaPEAgOzLmNimFCrTJkymjBhQo7WM2DAAJUtW1YnT57Ugw8+mOvtBQAAAFB4JFYppZCF/1PM7a1snsc7PkFTP5ivDyb9LM/4hCynXRUap9GHI+ywpQAAAAAAFfVQzPQUM/3EGjRoYNP0ZiTZoEGDNGfOHB07dszm9ZhSitddd53Vt+ynn36y+pjlhulN9uSTT6p58+Zq3769Hn74Yc2aNct6HAAAAEAB8Cum8En3K+KV25Xk7mbzbE/+tEa/vzhNpUOyDr2+PB2tqaej7LChAAAAAIAiHYoFBQVZQVVCQtZXaKb20EMPKT4+XmPHjs3RumrUqJHy/bvvvqvcGDx4sD755BNt3brV6oc2efJk3XPPPdYotL59+2rZsmW5Wi4AAACAPHBzU/Tj3RQ283FFF/e1ebbrth3UhmGfqtn+E1lON+pQhFaFxPIUAQAAAEAh4LShmCmFaBw4cCBH4dZNN92kL774Qtu3b7d5vsTEy02yTQi3ZMkSXbx4Mcfb+/vvv6d87+3trYULFyoyMlKrVq1So0aNNHToUDVr1kwzZsyw1gMAAAAg/8R1aaioJaN0olZ5m+epdjZEf434XH1XbMl0mvgkafDeMB2Ktv1iPgAAAACAYzhtKNa4cWPr6/z58xUXF2fzfMOHD7dGl913332KiYmxaZ7UAZqZ9++//87x9l5zzTVW2GVuH3zwgRXO+fj4qEWLFnrhhRe0d+9evfbaa9bP6tevr+nTp+d4HQAAAAByL7FmWXktGalV1za0eR6/mDh9N36Oxk1dJPeEyxfTpXcxPkn9d4fqUnzGPwcAAAAA5A+nDcXq1q2r4OBgnTx5Uu+8847N83Xt2tXq67VlyxYNHDgw2/KLe/bssUZ5mf5lyfbv35/j7Z03b56++eYbK1B78MEHM5ymZ8+eWrt2rcaPH69x48apadOm+vXXX3O8LgAAAAC54x7oq0ozH9EHg67P0Xwjv/9TC1/9RiXCM+4htjsqQQN2hyoqkaoQAAAAAFBQnDYUc3d31+23326NvDIjre6//3599dVXVr8wE3b16dMnTcnC1F588UVrvjlz5ujmm2/W4cOHM5zu0KFD6tWrl9WHLLXw8PAcb6+fn5/69++vtm3bZjutCcdM77EnnnhCQ4YM0Q033KAdO3bkeJ0AAAAAcq54MU9dM7a3+r08QKG+3jbPd+OmvVo/fKIaHD6d4c/XhMXr4b1hSqBcOgAAAAAUCLckJ25gtWHDBrVu3TrNKK5k5tcywZnp3dW9e/crft6mTRutX7/emrdYsWJW8NS+fXuVLl1aoaGhWrdunX788cc0JRbNMs30psTh448/rvxgArjXX39dH330kRX8mdCvePHi+bJuuIbMjo+ixowKDQsLS7kfGBgoDw+PAt0mwFVxvAFpe9Mm96NN/hoUFGS9T7XX8RYV9d/IJF9fX17f7GhlSKxe/H2f5o2Zrronzts8X5hvMd379J36sV2DDH8+qKyPxtfwz/B9GgovjjeAYw5wVbzGobB8dgoJCbG+NxXikr/a67NTYcE5k4I/Z+3UoZhx5513WqUJzU7M6Ffp1KmTli1bdsXjpkyhCcGS+3xl9SQk/yx5usWLF6tLly7KT0uXLrVGmpn1v/fee+rbt2++rh/Oi1DsMl5wgPzD8Qb8h1DM+U05FaU3t5/TjPFzdPPGPTbPt7ZuZV0zfqgSPTL+ED+qsp+eqexnxy2Fo3HCEMhfHHMAxxuKFkKxosWtAEMxp49ZP/30U5UvXz5lR6a/mZ5jGTEjxUaOHJkSdCWHY6lvyctIzaTTJkxzFLNeUyrRlIIcPny4rrvuOpUsWdIayXbmzBmdOnXKCsduueWWTH83AAAAAPYxpJyPbqsZrFtfGqA3+lxr0zynSgTojufvyTQQM948FqlvzkTzNAEAAABAPvKUkytbtqzmz5+vHj166Pz581eEWCZUysyYMWOsAGrBggWZli5JHZqZr88++6y8vW3vK2CLzZs3a9GiRVq+fLn+/vtvRUREXLEN6Ues/frrr2rYsKEmTJig++67z67bAwAAAEAp78HHVffX3qh4jR7YTf/UrKCpE+bJPyYuw10U6+lhBWLHSwdluwufORCu0p5uuqmkfT9fAAAAAABcNBRLHvVleoD973//0w8//GANtTS6du2qcePGZTqfqUc6Z84cDRkyRN9++22GwVjqx2666SZrdFlexcbG6vfff7d6lv3888/WCLCMArD0wwVN/4nmzZurUaNGqly5so4cOWKFdCZQmzx5svz9/fO8bSgaOnfubNN0gwYNsm4AAABFWTF3N02tW1zdtl/SnI6NtbtSaf3w+nTVOH3pimkff7iH/m5Qzablmk8tD+wN04z6buoUVMwBWw4AAAAA+WfatGnWrTBziVDMqFGjhubOnavQ0FDt27fPKnNoHsuOl5eXvv76a91666166aWXtHv37iumMWHTsGHD9Morr+SpGfaKFSs0depUK7gLCwvLMgQz39erV08dO3bUNddcY93q1q17xTLHjh2rxx9/XFdffbXVW82MHgNs+Vu0Z3gGAADg6kp7ueubusV1845L2lqzglq994hmvTVLXbceSJnmsxtb6fMbW+VouTFJ0r27QzW7fpDaFvdywJYDAAAAQP44dOiQzeeeC4rLhGLJihcvbgVEOdWnTx/rZkoZrl+/XufOnbPCsNq1a6tTp04KCAjI03Z16NBBq1evzrAcYvJjJvS6/vrrrfWZmykNmR0zeuybb76xgj3Td2zKlCm6+eab87StcH3m78sW1atXd/i2AAAAOIuG/p6aWDtQ9+0J0/kgf3UfM1Djv1yk4T/+rT8bVNOTD92Sq+VGJkr37A7VvKuKq3kAwRgAAAAA51S9enWbzj0XZHDmlpS+Rh8cokqVKjp+/HiavmDFihVTt27ddMstt1g3UxIxL7Zt26bevXtrxIgRGjp0qJ22HM4uo9GNRfGwT0hISBmhaQQGBsrDw6NAtwlwVRxvwH9MWe+LFy9a3yd/NRc1mTLe9jreoqKiUu77+vry+pYP3jseqTeORqbc77tii5Y2qaUzwXm7kC7Y000/NghSAz+Xu3bRJXC8ARxzgKviNQ6F5bNTSEiI9b2pApf81V6fnQoLzpkU/DlrPm3lk6uuusoKxcwTW6dOHT3zzDPq27evNbLNXho3bqw///xT3bt3V1xcnB577DG7LRsAAADAZcMr+upAVIJmnoux7s/s1NQuu+ZifJLu2BWiH64KUj2CMQAAAACwO9eKWR0sNjZWXbp0ydW8DRo0sL7ee++92r59uzWSy56BWLIKFSro119/tfqjff/993ZfPgAAAFDUmasa368ZoK5B9il12Obfo+aySOv7s3FJum1niHZFxttl2QAAAACA/xCK5cD58+dzXeuyUaNGVo+yjz/+WF5eju0TUKlSJV177bUaNGiQ9u/f79B1AQAAAEWRl7ubvqhbXM3881Z8o9ffO7Xm2Uma9v738omJsx47F5+kXjtDtCOCYAwAAAAA7IlQLAf+/fffXO/opk2bWmUTTR8jR9u1a5cWL16syMhIvfjiiw5fHwAAAFAUBXi46bv6xVXDJ3cfqxocPq2v359rfT9w6T9a+dwUVTp3uY/CeROM7QrRNoIxAAAAALAbQrEcmD59eq53dJMmTazyi/nhkUcesQIx079s0aJF+bJOAAAAoCgq4+WuOfWDVMbrykbRWQkOi9SPY6crMOq/zwit9h7XhmETdc3Owyk9xnrvDNEWgjEAAAAAsIu81fpwAtHR0YqIiFBUVJQSExNzPL8Jso4ePWr15/ryyy+t/gG54e3trYkTJyq/RrQlb2dwcHC+rBMAAAAoqqr7eGhm/SD13BGiiMTLvcGy4p6QqO/enq3aJy9c8bPyl8K17Pkv9cRDt2jyTa11KSFJt+8M0ZyriuvqAMeWYQcAAAAAV+dSodihQ4f0888/a/ny5dq9e7fVTysmJkaFRceOHfNlPaNHj9bTTz9t9S4bP358vqwTAAAAKMqa+nvqq7qBumd3qOKyycXe/Op3dd+8L9OfF4tP0KRPFujq/Sf0xEM9FCJP3bkrVHPqF1eLQIIxAAAAAMgttyRTY8/Jbd261eqdZQKxZI76tcwIrISEBBV24eHhVihmRqihaMtodKMLHPY5Zo7bsLCwlPumv5+Hh0eBbhPgqjjegP+YSgUXL160vk/+GhQUJHd3d7sdb6YiQjJfX19e3wrYj+dj9ODeMGVWo+Ke5Vs04505Ni9vVYOqunPUPTodHGj1MDPBWCuCsQLB8QZwzAGuitc4FJbPTiEhIWmqn5mv9vrsVFhwzqTgz1k7/V/Ut99+qzZt2liBmNlpybfkHWvPmzMJCAggEAMAAADy2W2lvPVhrYBMf34qOEDnivvZvLwOO49YfcZa7jmm8IQka8TY2rA4O20tAAAAABQtTh2KrVixQoMGDbJKJJogzJlDLAAAAACuoW8ZH71d3T/Dny1rWkut3ntY/9Qob/PyKp8P1Z8jp+jePzZbPcvu2hWiv0IJxgAAAACgSIVijzzyiDWsMqMQLPWoMXvcAAAAAMBW95f31atVMx4Rdqh8SbUfP1QzOza2eXk+cfH6+v3v9f7khYqOS7CCsV8uFJ7+yQAAAADgDDzlpDZt2qR///03wzDM1Bm9+uqrVb9+fZUtW1b+/v656q1g6nuGhoZq3759Wr58uSIjI+34GwAAAABwZY9V9FNkovTWsSs/R0T6FNM9I+7S5loV9OZXi+Vu44V4wxasVuNDp3X3yLs1aI/0To0k3VfOxwFbDwAAAACux2lDsS1btmQYhj333HMaPny4Spcubdf1nTx5Um3bttWxY8fsulwAAAAAruvZSr5KTErS+ONRV/7QzU1v33mttlYvr+/Gz1aJiGibltl16wGtf3qieo3ur6dVQWfjEvV0JV9KyAMAAACAq5ZPPH36dMr3yf3EJk6cqNdff93ugZhRoUIFDRs2zO7LBQAAAOC6zOeUkVX8NbJyxqUUjd9a1rX6jO2sUsbm5dY4fUl//2+y+vy5TW8ei9RzhyKUQNl3AAAAAHDNUMzX1zfN/dq1a+vBBx906Dqvu+46hy4fAAAAgGv6X2U/ja6SeTC2r1JptX33If3Ypr7Ny/SPidPst2bpjWm/a+qJSN2/J0yRCfRDBgAAAACXC8Vq1aqV5urLzp07O3ydderU0bXXXuvw9QAAAABwPcMr+emlLIKxMD8f9R7dT6/ck7OL8UbNXamfXvtWq46G6LadITodm2iHrQUAAAAA1+O0oVibNm2sHmLJypSxvdRIbvn7+2vZsmUOXw8AAAAA1/RkJT+9WjXzYCzJ3V2v9u+q3s/3U5hvMZuXe/PGPVr39GeK+veEum+/pF2R8XbaYgAAAABwHU4bipkQrFOnTlY/MePChQsFvUkAAAAAkK3HKvppbDX/LKf54ZoGavvOQ9pboZTNe7TuifNa+/QkNf9zh27eEaJll2J5NgAAAADAFUIxY9iwYSnfHzt2rEC3BQAAAABs9XAFX71ZPetgbGe1cmr9/sP67eo6Ni+3eFSMFoyZrmHf/qF7dl7Sl6eiUi4kBAAAAICizqlDsVtvvVUdOnSwPuStWLFCUVFRDl1fdHS0PDw8HLoOAAAAAEXDg+V99XY2wdilAF/d8vK9euuOjjla9mvTl2rWmzP12s4LGn4wXDGJBGMAAAAA4NShmDF58mT5+fkpPDxc3333nUPXdfbsWa6yBAAAAGA395f31bs1ArKcJtHDXc8N7q57/tdHkd5eNi/79tU7tfrZSVq19aR67gzRydgEO2wxAAAAADgvpw/F6tevr0mTJllh1fPPP6/jx487bF3r1q2Tm5ubw5YPAAAAoOgZWM5HE2oGKLtPGjM7NVX7tx/U4TJBNi+7RES0ory9tDE8Xl23XdLasLg8by8AAAAAOCunD8WM/v376/XXX9eZM2fUvXt3nTp1yu7riI2N1fjx4+2+XAAAAAAYUNZHX9QJVLFskrF/alVUywmPalnjGtnutGgvT/Ue3U+ngwOt+2fiktRrZ4g+O0mfMQAAAABFk6dcxKhRoxQXF6dXXnlFrVu31oQJE1S6dOk8B2EXLlzQtm3brNKMBw4cYKQYAAAAAIfoWcpbJTzddN+eMIUnZN4D7FyQv7qNGaR3v/hVT/60JtPphj5+mzbUrZzmsbgk6YXDEfo7NE4f1gpQCU+XuE4SAAAAAIpWKGbce++9+uWXX6wyh3369LHrsk15RgAAAABwpGuDimlBgyDd/W+IzpoEKxPxnh566qEe2lyzgj77ZIG849P2C3v/tmv0Tdfmmc7/y8VYbd92SVPqBOrqANv7lAEAAACAM3OJywL379+vO+64Q3Xq1NH69eut0VwmxLLnjV5iAAAAAPJDE39PLWxYQtW9s/+4Nu2GFrr2rQd0vOTlEonGH01q6n/3d8923iMxibplR4gmnoxSIhcBAgAAACgCnD4Umz9/vpo1a6YffvhBiYmJKSO6TIhlzxsAAAAA5JeaPh5WMNbE3yPbadfVq2L1Gfu7fhUdLFdCd4+8Wwke2c9nmMFoLx6OUN9/Q3U6NtEOWw4AAAAAhZdTh2KrVq3SXXfdpYiIiJTRXARYAADg/9i7D/gm6v+P4+8k3W062HvvKcoQBQEBQURARJChDEGQn4oT3KKC4AKciCLiYCMKbsSBoLIU2XsjG0r3bv+PO/4tlBZI27RN0tfz8cgjyeXue9dLr+ndO9/PVwDgAUr7WLWkXqg6hflccd5jxexqN+Ee3Th+iE6HBOZ4Xb9EJKnNxnAtDU/M5dYCAAAAgOtz61Bs5MiRSklJyTYMc3b5RMYUAwAAAFDQgmwWfVrLruFl/K44b6K3l/aXKZbrdZ1KTlO/HZF6Yl+04lIZUxkAAACA5/GSm/r777+1efPmbMOwYsWKqU2bNqpTp47Kli2rgIAA2RwsH3JxW/Hx8Tpy5Ih+/fVX/fHHH078CQAAAADgymwWi8ZXCVJ1P5ue2B+j/Cpy2POPLTpSzK7pqqQ/IpP0QU276ga47SkjAAAAAGThtmc4a9euzRJghYSEaNKkSbrrrrvk5eWVLz3Tpk2b5vR2gYLWtm1bh+YbNGiQeQMAAEDhG1LGX5V8bbpnV5RinNyTq8nuI/r8jQWypqZp5MhbNeOmpuqw6azGVg7U0NJ+lKkHAAAAcEUzZ840b67MbUOxM2fOZArEvL29tXTpUjVr1izf1nn33XcTisEjLF++3KnhGQAAAApGhzAffVc/RHftjNTBBOf0GSt5Nlpfjp8l/8Rk8/lHb32lq/cc1cNDb9aT+2P089lEvV3drpLebl19HwAAAEA+279/v8PXnguL24ZiRknEdEYJxc6dO+drIGaoVatWvrYPFBSjvKgjqlSpku/bAgAAgJypH+ilZQ1CNXRXlH6PTMrT7vNKTtH8iXNV+WREpun/+3a1Gu4/pl5P9tUyBanNxnAzGGsf6sPbBQAAAOCS15MdufZcmMGZ24ZiVatWzfS8fv36+b5Ou92uSpUq5ft6gPz222+/sZMBAADcWDFvq+bXDda4g7F652hcrtuZNP17td28P9vXbthyQOsenqrbnu6nf2qUV5/tkRpexk/PVgqUnzXz2M4AAAAAMMjB4XiMjk6FxW3rXzRv3jzT88jIyHxfp1Gicd++ffm+HgAAAAC4Ei+LxRzz64Madvnn4sxu8NK/9cA3qy47T6WTEVo5+kP1+/Vf8/m0Y/HquOmsNsWcK7UIAAAAAO7EbUOxsmXL6tprrzXHEzMcPHiwsDcJAAAAAApczxK++qF+qKr5OX56V/vQSU19b4lD8xpjjc16Y6Fen/69bCkp2haXops2n9WU/2KV8v/nYwAAAADgDtw2FDM8+OCD5r0RjK1YsUIpKSmFvUkAAAAAUCjjjP3cMFS3FXdszK8dFUrohX7tlJqDsiWPfvWHvhv7qcKiYpWUJo07FKtbt0RoXzznYQAAAADcg1uHYnfeeaeuv/76jPKJ+T04W1JSkqpVq5av6wAAAACA3LDbrGYpxderBsr3SlmXxaIJvdvq1ucGKCLA1+F13LR+j9Y+PFUN9h8zn6+JTlbbjeH65Hh8RhUPAAAAAHBVbh2KGWbPnq1ixYqZj9977718XVdERIQOHDiQr+sAAAAAgNwyBqweVNpfPzRwrJzid81qq/mkEdpeoYTD66h+LFx/PfaBev6xxXwekyo9ui9a/XZE6nhiKm8eAAAAAJfl9qFYxYoV9c0338jf319ffvmlVq5cmW/r2r59e761DQAAAADO0jDQS780DFO/klfuBbazQkm1eGOEvm5W2+H2g+IT9cWEOXrps59kST0XhP10NkmtN4br69MJedp2AAAAAMgvbh+KGa699lozGAsMDDRLKu7evTtf1jNjxox8aRcAAAAAnC3IZtFb1e2aXtOuYNvl6ylGBvqp+7P99VKftjlaxzPzlmvxS7MUHBNvPj+TnKbBu6I0cneUIpPpNQYAAADAtVjS3LTwe0JCgo4fP55p2tq1a9W/f3/Z7XaNHTvWvM8rY/ecOXNGP/74o5YuXWqWI0lJYSBpuA/jd/ZibnrY54lx3EZFRWU8N/4+2Gy2Qt0mwFNxvAHnpaamKjw83Hycfh8SEiKr1eq04y0uLi7juVE9gc83ZOdwQopG7I7SqqjkK+4goyziJ5O/MHuDOcoov9j9mf5mr7N05X2sert6kG4I8fGIN4XjDeCYAzwVn3FwlXMnY/giQ1hYWMa9s86dXAXXTAr/mrXbhmKff/65Bg4cmO1rxo+U3U7Nq/R2CcXgTgjFzuEDByg4HG/AeYRicCUpaWma8l+cXj0cqyt9za/B/mP6atwsc/wwR0UE+Kr/Y3fo2+Z1Mk0fXsZPz1QKlL/V+edoBYkLhgDHHOCp+IyDKyAUK1oshRiKuW3M2rVrV/n6+po76uKbsUOzm56XGwAAAAC4M5vFokcrBOjb+iGq7Hv5U8HNVcqo2eT79NNV1R1uPyQ2QUtemqWn5v1mnNFmTJ92LF4dNp3Vhpgr91IDAAAAgPzktqFYaGiobr/9dvOxEYJdeMtuWl5vAAAAAOAJmtq99VvDUPUu4XvZ+cLtAbr5hbv1+m3XO9y2NS1N4z9bpvkT5yowLiFj+o64FHXafFZvHI5VMl86BAAAAFBI3DYUM9x7770Zj+nNBQAAAACOsXtZ9V4Nu6bVsMtuu/SXAFNsNj1+z83q/2gvxfl4Obx77/hji/58/ANVPXYmY1pymjThcKy6bonQnjjGaQYAAABQ8Nw6FGvdurVq165tPk7vzeXssomUTwQAAADgqW4v4avlDUPVPOjygdfsdlep1avDdLBkiMNtN9p/XOsemqr2/+7ONH1ddLLabQrXjGNxfLkRAAAAQIGypLl5F6uJEyfqqaeeMkOxkJAQDR06VFdffbVKlCghb2/vPA8yGRkZqR07dmjOnDnauHGjuR5jOuAuCnPQQldiHLdRUVEZz+12u2w2W6FuE+CpON6AzINFh4eHm4/T743/Wa1W53w3jUHR4SxGScNJ/8WZ5Q0vd7ZT8my0Fk6Yoxu2HHC47RSrRY8P7qzJPa4z/jnN9Fr7EG9NqR6ksj6u/38ZxxvAMQd4Kj7j4CrnThEREebjsLCwjHtnnTu5Cq6ZFP41a7cPxQ4cOKBq1aqZj1etWqVmzZrl20HZuXNn/fzzz4RiDtq+fbvmzp2rZcuWad++fTp16pR8fHzM98vo5Xf33XerefPmciV79uzR+vXr1atXL6e1uXPnTn322Wdavny5du/erdOnT5v7oVSpUubva9euXdWnT588h7iXQih2Dh84QMHheAPOIxSDu/knOkn37Y7WnvhLR2PeScmaNP173f/t6hy1/crtrfXE4E5Zpod5WfRa1SD1KH75Mc4KGxcMAY45wFPxGQdXQChWtFgIxfLm+uuvN3tzGaFLfvr+++/NAIOeYpd34sQJjRo1SvPnzzf/mBm99m655RYzBNq/f7+5H6Ojo815b731Vk2bNk1ly5ZVYTp48KBeeuklzZw50/x9+u233/Lc5pkzZ3T//fdr3rx55n64nEqVKunjjz/WjTfeKGcjFDuHi/RAweF4A84jFIM7ik1J04sHYzT9ePxl57vnx3V6b+rX8km+ciWNGF9vtXx9uDZVLXPJeW4v7qtXqgYq1Ms1vw3MBUOAYw7wVHzGwRUQihUtlkIMxVzzbCOH+vbtq/j4y5+wOUOTJk3yfR3ubvXq1eZ+MnqIGX/IBg4caAZhRtj06quvmkGZ8dwIwwxff/21Ob/RO6swHD161AyuatasqenTpys5Odkp7W7btk2NGjUyy25eKRBLD+U6duxozg8AAAAUpgCbRROrBmlhnWCV9bn0KeNHnZqqzYR7dDQs6IptDnr49ssGYoYvTieo9cazWh2VlKvtBgAAAIAiEYoZpefuuOOOTOMF5YdixYqZPXqQvb///ls33XSTjhw5Yj6//fbbzd5PgYGBmeYrXry4Fi1apA4dOpjPjx8/bj42evsVlJMnT+rRRx81Szm+++67SkxMdFrbRqlIo8fXf//9p9KlS+v555/X2rVrzZq4CQkJZsnP2bNn67rrrsu0XHqIuHXrVqdtCwAAAJBbbUN9tKJRqNmD61JW1a2kppNHanWtCpec5+U7btDCVg0cWufRxFR12xKh947GFclxcAEAAADkL7cfUwyuUzLR6BllBFyG0NBQ7dq1yyydeClGaFS7dm3FxMSYz+vWrWsGa/7+/vm2ncYA96+99preeuutjPVerE2bNrkun2j0NGvVqpXZY27QoEF68803FRwcnO28xqH3zDPP6OWXX840/bbbbjNDQ2ehfOI5lHMDCg7HG3Ae5RPhKb48laDH90XrbEr2p4++iUl6772vNWTZP5mmf3dNLd363ACl2nL+fcxbwnz0dvUgBbtIOUVKSwEcc4Cn4jMOroDyiUWLhfKJcHdDhgzJCMQMRknCywVihvLly+vee+/NVHLwhRdeyLdtXL58uVmi0MfHRytXrjR7Fo4dO9ap6zB6nRmBmNE7zOgld6lALP3AHz9+fEaPuXTGmGtxcXFO3S4AAAAgL24r4asVjUN1Y4h3tq8n+HjrnlG36f7hXZVsPRdi7SxXXP0evyNXgZjh2/BEtd98VptjnFPiHAAAAADoKYY8+/HHH9W5c+dM0/bu3auqVatecVmjVGD9+vUzngcEBGj37t0qW7as098Zo2fYxaUcjbHoQkJCMpVPzG1PMaN942fu1q2bOT6Zo5YsWaLu3btnmrZlyxbVq1dPzkBPsXPouQIUHI434Dx6isHTGNUOPj4er7EHYxR7iaFz22zcq4/e+lJdn79L2yuWyvM6/SzSK1WD1L+UnwoT36IHOOYAT8VnHFwBPcWKFgs9xeDOjF5RF2rYsKFDgZjBCH5q1aqV8Tw2Nlbjxo1Tfrg4EDP4+fmpZMmSTml/wYIF5rhzb7/9do6Wa9GiRZZpZ8+edco2AQAAAM4+eR1Sxl+/NgzTNUFe2c6zvFE11Z72kFMCMUN8mjRqb7Qe3BOl2EuUbwQAAAAAR7hGcXa4LaNHk1Eu8EJdu3bNURtGz6oLzZgxQ9HR0SooXl7Zn8znlFE+curUqTkeE6148eJZppUq5ZwLCAAAAEB+qO5v07f1Q/RkhQB5WbK+nmKzOX2ds08m6OYtZ7U3PsXpbQMAAAAoGgjFkCezZs3KMq1Zs2Y5aqNp06ZZShp+++23bvfOjBkzRu3atctV2cULlSlTRtWrV3filgEAAADO52Wx6NEKAfqhfqhq+TsvBGux/ZC+f+4TlYjI/H+yYUtsijpsOqvvzyQ4bX0AAAAAig5CMeTJ0qVLs0xr3Lhxjtq46qqrsi1FWFRs37490/Nhw4ZlW1MVAAAAcEVXBXnp54ahGl4m72N+lTkTpUUvz1bnf3Zp7cNTddWeI1nmiUxJ0107o/TyoRilpFFOEQAAAIDjCMWQa5GRkVq/fn2maUFBQQ6PJ5auZs2aWUoOGmGbMYh3UfD9999nPK5WrZpGjx5dqNsDAAAA5JS/1aLxVYK0qG6wyvvk7jTTJylZi8bPVrkzUebzKifO6o/RH+rO5RuynX/Sf3Hqsz1Sp5NSecMAAAAAOIRQDLm2adMmpaZmPgEtX758jns5Wa1WlS1bNtO0qKgo7d+/3+PfndjYWE2bNs18XKxYMX311VdmsAgAAAC4oxtCfPR7o1D1LuGbswXT0vTu1K/VcsehTJMDEpI057UFmvjxj7KmZA2/fotIUvtNZ/VPdFJeNx0AAABAEUAohlzbvHlzlmkXh1uOym45I3TzdI8++qiOHTtm9hBbvny5GjZsWNibBAAAAORJiJdV79Ww6+OadhXzcuwLc/d9t0ZDl/59ydfHfLFC377wmUKj47K8djgxVV23ROjT4/FFptoEAAAAgNwhFEOuHThwIMu0MmXK5KqtohiKvfjii3r//fd16623mmUoGzRoUNibBAAAADjNrcV99XujMHUI9b7sfK0379ObH3x7xfbSxxmrd+B4ltcS06RH9kXrob3RikslGAMAAACQPa9LTAeu6OjRo1mmhYaG5mrPhYWFZZlm9KDyRMePH9fIkSO1aNGijDHFHn74YY0bNy7XPe1yauPGjfnSbsmSJVWqVCm5opSUFPN24XMAHG9AfjNKTad/5qSXnTaeO6s3i9HWheWs+XyDqylpkz6vEajPTibquUOxiru4AmJaml7+9Cd5Z1MaMTs1jp7Rqsem6a5Hemlxy3pZXp91MkEbY5L1UY1AVfa1yZk43oCCxTEHcLyhaDHOay48Z0q/97RKAO50jfLEiRM6efKkPA2hGHItPDw8yzRf3xyOHXCZ5YxxxTzJmTNn9M477+iNN95QZGRkxvTk5GTNmDFDCxYs0FtvvaVBgwbl+7Y0btw4X9odM2aMnnjiCbki4wPGGMPtQjabcy+UAOB4Ay5mnNTFxZ0r95aQkGDeG8+NMVWd9fmW3q7BOGHk8w2u6A671Kiaj+47mKS9RreudBaLuj53l2a/tkBd/t7pUFv2uER9NX62XujbzrylXXQ8bYpNUcctkZpSwVvt7M77f4/jDShYHHMAxxuK3rnThedMBi8vL6edO7kKd7pG+eabb+qVV16Rp/Gs3ygUqPQ/TvkVil0YHLmzX375RQMHDlSFChX0/PPPX/LnMkLAwYMH6+mnny7wbQQAAADyW20/q5ZU99EtwZlPQyOC/HXrcwM0odcNOWrv+Tm/6svxs2WPjc/yWkSKNORAkqacSFaqh327GAAAAEDuEYoh14weTs4Kxfz8/Dy2p9hnn31mBmHXXXed2UPLbrdfdv6XX35ZCxcuLLDtAwAAAApKkM2idyp6a2xZL3lbzk9PtVn11KCb1HtMH8X4Xn4Msgt1X71dqx6dppr/ncrymhGFGaGYEY5FpBCMAQAAAKB8IvLA398/y7QLx7TICYvlgjPi/+ft7fjJsCv7+OOPMz03yhoZY3rNnTtX06ZNy7YM5f/+9z917do127DQGTZs2JBvY4pdKfQrLBfX5zW201W7JgPujuMNyPy/UfoXidJLgRj/QzmzfOKF/0cZ/zvw+QZ3cF+A1Cw0WffuidZ/F5RTXNC6oXaUL6Gvxs9S1eNnHWqr3qGTWvPI++r7eG/90LRWltd/i07VbXuT9EnNINXyz/3/fxxvQMHimAM43lD0zp2SkpIyXXc2rt95YvlEd7lGOWrUKPXr18+thvdxBGOKIdcCAwOzTLtwTIuciI/PWvLEVcOVvDIuXBkHvXEbPXq07rvvPs2bNy/LIIaff/65hg4dmi/b0KhRIxVFF37AGI9d9QMH8AQcb8D5z/304yH9ZM547swTuwvb4vMN7qRFiE2/NPTWyN1R+jni3AUQw8ZqZdVs0n2a98o8td+416G2QmPi9e0Ln+mpuzvoFaMM40VfutubkKou26L0QQ27Oob55HqbOd6AgsUxB3C8oWidO114zpR+72mhmDtdMylbtqx58zSe9xuFAhMUFJSvoVh27XuasLAws8fYsGHDsry2ZMmSQtkmAAAAoKAU97ZqTp1gPVkhQBfGWKdDAtXppYGa0q2lw21Z09I08ZOfNPfVeQqIT8zyelRKmvrtiNTbR2LN6g0AAAAAih5CMeRamTJlHAq3HJFdmFa8eHEVFe+8845q1KiRadqff/5ZaNsDAAAAFBSrxaJHKwRofp1ghXmdj8ZSbDY9fO8tGvhwT8V7O17kpM+Kzfrj8Q9U+XjWMuVGFPbCwVg9uDdaCakEYwAAAEBRQyiGXLs4xDGcPn06V21lt1zt2rVVVPj4+JilFC/eJ7kNGQEAAAB30y7UR780DNVVgZkDsE/bX60bJg7V4eLBDrd11b5jWvfwVLXbsCfb1+ecTFDPbRE6mZS7MZEBAAAAuCdCMeRazZo1s0w7evRorto6cuRIlml16tRRUdKzZ88s08LDs367FQAAAPBUFX1t+qZ+iO4q5Ztp+traFdR0yn1aWa+Sw22ViIzV0mc/0ajFf0rZlEtcHZWsjpvOakNMslO2HQAAAIDrIxRDrtWvX98cADG/QrG6deuqKDHKRVauXDnTND8/v0LbHgAAAKAw+FktmlzNrinVguR7wenG8TC7bhw/RNM6N3W4La/UVE358Dt9PGWRfBOTsrx+ODFVt2w+q/knqdAAAAAAFAWEYsi1sLAwNW7cONO0//77T0lJWU82LycxMTFLmGa0W6xYsSL37pQqVSrjsc1mU2hoaKFuDwAAAFBYBpTy07f1Q1XJ9/xpa5K3l0bc30PD/9dNSTbHT2cH/bxev4+ZrvKnIrK8Fp8mjdwTraf3RyuJccYAAAAAj0Yohjxp3759pudGILZ169YctbFp06YsQVrnzp2L5DtjBGHp6tWrl6UnHgAAAFCUXBXkpWUNQtU+xDvT9A9ubq52Lw/RsdAgh9tqvus/rXtoqq7beiDb16cdi1fv7ZEKT2acMQAAAMBTEYohT26++eYs0/79998ctfHPP/9kmdalSxcVRadOncp43Lp160LdFgAAAMAVFPO2anadYD1e3j/T9D/qVzHHGVtbs7zDbZU5G63F42YpMC4h29dXRCap0+az2h2XkuftBgAAAOB6CMWQJzfeeKOqVauWadrKlStz1Mbvv/+e6XmNGjWKZCAUFRWlffv2ZTzv169foW4PAAAA4CpsFovGVAzU7NrBCrGdr6bwX4kQ3TBxqD5td5XDbQ0ZdZti/H0v+fre+FQzGPs9IjHP2w0AAADAtRCKIU+M8n733HNPpmlLlixRamqqw+OJff3115mm3X///UWybOBPP/2klJRz30i95pprdP311xf2JgEAAAAu5aYwH/3cMFQNAs6XHY/39dbAR27XQ8O6KNl6+VPcZ/u319ct6l5xPREpaeqzPVJLTmffowwAAACAeyIUQ54NHTpUQUHna/mfOHEiS++vS1m6dKkiIs4Pdh0SEqLBgwdfdpm9e/fq3Xff1cyZMxUZGSlPMWXKFPPearXq7bffLuzNAQAAAFxSFT+bvm8QqjtLXNDby2LRm92vU6cXB+q0PXOZxXSLWtbT+D5tHF5PUpo0dFeUPj0e74zNBgAAAOACikQolpSUpBkzZmS6HTx4sLA3y2OUKlVKTz31VLYBz5VMmjQp0/OxY8cqODj4kvN///33atiwodmbzAjPrrrqKh05ckR5ERcXJ2eVP3zjjTf06KOPmr3fHO0tZ/jkk0+0YsUK87GxfMuWLZ2yTQAAAIAn8rda9Hb1II2rHJjppPaXq6qr6eT7tKFKmUzzb65USgMfvl1pV+hJdjHjP/pH9kXrw2POOWcAAAAAULgsaWlpafJwRk+ksLCwTCX5FixYoJ49exbqdnkSo+xf+/bttXz58oxpP/74o2666aZLLrNw4ULdcccdGc87dOhgLmP0lLqUChUq6L///ss0beDAgWavsbz8blx4GDRu3Fj//vtvjtsyflajBGI6I7D76KOPdPXVV192OSMM69Kli6Kjo9WnTx/Nnj37svsgp7IrRVkEDvtsf0eN4DKd3W6XzXa+7A4AjjcgPxhfkgkPDzcfp98bPeOd9VlvfL5d+AUff39/Pt9Q5Px2NlH37IoySx6mC4hP1MdTFqn3ys0KD/RTs8n3aU+54nlaz2uVA3SH/fwX3zjegPzFZxxQcDje4CrnTukVxYzrten3zrxO6gq4Rln416w96zfKAUUxDCgIRrjw5ZdfqkmTJhnTBgwYoC1btmQ7/z///KNhw4ZlPG/atKnmz59/2T9yp0+fzhKIpbeVW9OnT8/yO7F582azRGNOrVy5MtNzI1hr3ry5Hn74YR0/fjzbP4BGmcTOnTubF7OeeeYZzZkzx+P+0AMAAAD5qW2oj35sEKrqfue/8BTr56M+Y/roybs76s7RffIciBlGH4jVwvBzYwADAAAAcE9cfYfTGMm9MZaY0dvJcPLkSV177bWaOHGiGTIZwc+ePXs0btw4tW7dWmfPnjXn69u3r3755ZeMbwBcSrFixVSyZMks0+vUqZPjbd23b59efPHFLGUf08MqI6hatGhRpvHOrqRt27bZtmWUkqxUqZI6deqkJ554wiwRaZR+LF++vEaNGqV27drp77//1ksvvZRtQg4AAADg8mr42/RjgxC1DfE+P9Fi0cTebbT0mppO2X3GV+lG/5ekxWcJxgAAAAB3VeTKJxo/rnFP+cT8tXTpUk2YMMEsp5jdr5jxHrRp08YMpTp27Ohwu8b7ZvRAS0xMNJ+XK1fOLD9YrVo1h5Y3gigjjIuNjXV4ncbvTo0aNbRmzZrLzmeEgMOHD9fixYsvO56Yl5eXWVrx1ltvNQPBmjWdc5J+KZRPPIeuyUDB4XgDzqN8IlCwktPS9OyBGH14LN4p7YVFxSrcHpBpmtEf7d2K3rqtTBDlSoF8RDk3oOBwvMEVUD6xaLEUYvlErwJZC4ocY3wt43bs2DGtXr1a+/fvN8dzCgoKUtWqVdWiRQuVKZN58GtHGGOQNWrUyBx7zBgT6rbbblNoaKjDy2dXftFZjF5sRu8yo1Ri+s8cGRlpHuABAQEqXbq0Gd4Z2288BwAAAOBcXhaLJlQJUr0AL43ZF63EPJxXVzxxVmsfmarpNzXVc/3bK9V2rtCK0U/sgcNJCvRL1M3F/Z238QAAAADyHaEY8pURfHXv3t2pbdauXdu8uSoj/OrWrVthbwYAAABQZN1Vyk91/W0atDNKx5IuXcXhUvzjE/Xl+NkqfTZGT89frqv2HlX/x+5QRNC5ECwpTbpnd4xm2WxqF+qTDz8BAAAAgPzAmGIAAAAAAI/T1O6tnxuG6lp7Dr8LmpamD95ZrGv2HMmYdMu6nVr96DTVOXQiY5rRC+2uHZFaGXGutDsAAAAA10coBgAAAADwSKV9rFpUN0T9S/o6vMwjX/6hAb9tyDK99n+ntPqRaeq6envGtPg0qf+OSG2JSXbaNgMAAADIP4RiAAAAAACP5WO1aEq1IL1YOVBZh/POrMP63Xp15o+XfD04LkFfv/S5npnzqyyp58oyxqRKA3ZE6lQuyjQCAAAAKFiEYgAAAAAAj2axWDSyrL8+qWWX7yWSsWpHT2veK/NkS027YnsvzfpZCybOVVBsgvn8UGKqBu6MVGzKlZcFAAAAUHgIxQAAAAAARUKXYr6aWydYgdasyVjdQyfll+R4GcTb/9yqvx6bZoZphtVRyRqyK1KJDoRqAAAAAAoHoRgAAAAAoMhoHeKjL+pmDca+bV5H1786TAdKhjjcVoODJ7Tuoanq+M8u8/mys0m6b3eUUtIIxgAAAABXRCgGAAAAAChSmtq9zR5jARedEf9bvZyaThmp3xpUcbitsJh4fT/2Uz26aKWUlqbFZxL17IEY5280AAAAgDwjFAMAAAAAFDktg731ee1g+V1USfFUSKA6jhust2691uG2jHHIXp/xgz5/fYH84xP1wbF4TTsa5/yNBgAAAJAnhGIAAAAAgCLphhAffVo7WD4XBWPJXjaNGt5Vg0fdpgQvm8Pt9V++USvHfKhKJ8L1zIEYfXcmwfkbDQAAACDXCMUAAAAAAEXWjaE+mlHLLq+LgjHDzI7XqM3EoTpSzO5we1fvOWqOM9Z60z4N3x2lf6KTnLvBAAAAAHKNUAwAAAAAUKR1DvPVhzXsyq5P2Oo6FXXNlJH6q3ZFh9srGRmrZc98rMFLVqn/9ggdjE9x6vYCAAAAyB2vXC4HwI21bdvWofkGDRpk3gAAAABPd2txX72XJo3YHaW0i147VsyuthPv0btTv9bQpX871J53Sqreff8bXb3niO565DYtaVJcIV58LxUAAACea+bMmebNlRGKAUXQ8uXLnRqeAQAAAJ7g9hK+ikhO1ej9MVleS/T20rAHeuif6uX05gffmqGXI+756R/VP3hCj0wYqKmtKsjHmk2dRgAAAMAD7N+/3+Frz4WFUAwogtq0aePQfFWqVMn3bQEAAABcyZAy/toRl6KPjsdnfdFi0dRbWmhz5VJaOGGuSkVkDc+yc+2Ow3pv6Ft699WBeqh7fVksBGMAAADwPFWqVHHo2nNhBmeWtLS0iytDeJyIiAiFhYWZJx7Gj2vcL1iwQD179izsTQPyXXYn3EXgsM8iJSVFUVFRGc/tdrtstuxGjQDA8QY4T2pqqsLDw83H6fchISGyWq1O+3yLi4vLeO7v78/nG+AESalp6r8jUr9EJF1ynoonzurL8bN1zZ4jDreb4GXT10/frnYP3Mj7BFwBn3FAweF4g6ucOxnX8Q3Gtfz0e2edO7kKrlEW/jVrz/qNAgAAAAAgj7ytFn1cK1gt7JcurnKoVKhavzJUn7dt7HC7vskp6vXCfB28/zMpKYX3CQAAAChghGIAAAAAAFwk0GbR7NrBahhw6eoCcX4+uuvRXnp0SGel5GCssCZz/1D8rZNkORnJfgcAAAAKEKEYAAAAAADZCPGyal6dEFXyvcyps8WiST1bqfMLA3UmyN/h/Vjmn71as2o/+x0AAAAoQIRiAAAAAABcQikfq+bWCVaI7fI9wZY1qaFmk0doU+XSDu3LMYM66dZS5bQ0PJF9DwAAABQQQjEAAAAAAC6jlr+XZtQIlPcVKiTuLVtcLV+/V19cV++y881u00hv3Ha9ktOkwTsj9XsEwRgAAABQEAjFAAAAAAC4glbB3nqlnPcV91OMv696PdlXT9/VQamWrCnaP9XLaugDPcyyi4aENOmuHZH6JzqJ9wAAAADIZ4RiAAAAAAA4oGeYTQ+V8rryjBaLXu7TVt2f6a9If9+MySeDA3Tb0/0U5+eTafaYVKnf9kjtjU/hfQAAAADyEaEYAAAAAAAOGlXSpp6hjp1Kf9OijppPGqEd5Uso2WrVHU/cqYOlwrKd91Rymvpsi9CxxFTeCwAAACCfEIoBAAAAAOAgi8WiieW8db3dgR5jknZULGkGYz2e6afljapddt59CanqtS1Cp5MIxgAAAID8QCgGAAAAAEAO+Fgt+rhGoGr72xyaPzLQT982r+PQvNvjUnTH9ghFJhOMAQAAAM5GKAYAAAAAQA6FeFk1p3awSnlbnL7vNsakqP+OSMWnppnPrftPyrrrGO8RAAAAkEeEYgAAAAAA5EIlP5vm1AmR3eb8YOyvqGTdtztKqVFxst81VSE3TZT30k28TwAAAEAeEIoBAAAAAJBLjQO9NLdOsALy4ez669MJ2jNkhry2HZE1Kl72/u/Jf/L3Utq5HmQAAAAAcoZQDAAAAACAPGhh99bntYPl6+QOY0/P+03X/nq+d5glLU0B4xcr6J4Ppeh4564MAAAAKAIIxQAAAAAAyKMbQnw0o1awvJwUjHVdvV0vzvol29d8l/yjkC6vmWONAQAAAHCcl4oALy8v3XDDDbJYzp+dlCxZslC3CQAAAADgWTqF+ej9GnbduytKqXlop/ahk5r1+gJZL1Mm0WvrfwrpOFHR04cqqU3dPKwNAAAAKDqKRCgWGBio3377rbA3AwAAAADg4XoU91VsSpoe3Budq+WDY+K1eNwsBcclXHFea3iM7He8pdgXblf8iPbSBV8EBQAAAJAV5RMBAAAAAHCifqX89EzFgFwtG+fjpZ8bV3N4fktqmgKfXaig/82U4hJztU4AAACgqCAUAwAAAADAyUaV89fQ0n45Xi7J20v/G9lNw+7vrkQvm8PL+c5frZCur8v635kcrxMAAAAoKgjFAAAAAABwMmNM65erBKp3Cd9cLT+9czO1nXCPjoYFObyM14aDCukwQV5/7crVOgEAAABPRygGAAAAAEB+nHBbLHqrepC6FfPJ1fJ/1a2kppNHanWtCo6v82SUgm+bLN+Pf5fS0nK1XgAAAMBTEYoBAAAAAJBPvCwWvV/DrrYh3rla/kiJYLWZeI8+7tDE4WUsyakKeny2Ah+ZJSUk5Wq9AAAAgCciFAMAAAAAIB/5WC36uJZdjQO9crV8go+3hozqqQeG36Jkq+On8X6frTR7jVmOReRqvQAAAICnIRQDAAAAACCf2W1WzakdrGp+uTwNt1j0zq0t1XHcIJ0KDnB4Me81exXa4WV5/bMvd+sFAAAAPAihGAAAAAAABaCUj1WL64Wojr8t12381qiamk6+T+urlXV4GeuxCAV3fUO+c/7M9XoBAAAAT0AoBgAAAABAASnrY9PX9UPUNCh3pRQNB0qH6fpXh2nODQ0dXsaSmKygBz5VwFPzpKSUXK8bAAAAcGeEYgAAAAAAFKAwL6u+qBuiDqHeuW4jzs9H/R7vrdGDOinVYnF4Of8PflXwHW/Jcioq1+sGAAAA3BWhGAAAAAAABSzQZtFntYJ1Zwnf3Ddisei1Xq3VZexdCg/0c3gx75U7FNJxgmybDuV+3QAAAIAbIhQDAAAAAKAQeFstert6kB4s55+ndn68ppaaTxqhLZVKObyM7dAZhXR5VT6L1uZp3QAAAIA7yX0RcwBuq23btg7NN2jQIPMGAAAAIH9YLBY9VylQJb2tevZATK7b2V2+hK59fbg+nbRQt63a5ti645Jkv/cjxW77T3FP98j1ugEAAADDzJkzzZsrIxQDiqDly5c7NTwDAAAAkDf3lfVXoNWiR/dFKy2XbUQH+Or2p/rq2bm/6YXZvzi8XFrpkFyuEQAAADhv//79Dl97LiyEYkAR1KZNG4fmq1KlSr5vCwAAAIBz7i7tJ3+bdP/uaKXkcqekWa16sd+N+rdaWX3+xgLZ4xIvO398/+sUfw9fhgMAAEDeGdeTHbn2XJjBmSUtLS23X0ID4CblWC5WFA/7lJQURUVFZTy32+2y2WyFuk2Ap+J4A85LTU1VeHi4+Tj9PiQkRFar1WnHW1xcXMZzf39/Pt+AfFKQx9u3ZxI0dFeUkvL4b3vdgyf01bhZqnXkdLavH2pUWX7fPSqrn0/eVgTkAz7jgILD8QZXOXeKiIgwH4eFhWXcO+vcyVVwzaTwr1l71m8UAAAAAABu7pZivvq8drD8sl4ryJFtlUqp+aQR+v6amlleO1LMrhaP9tGd++J0IjE1bysCAAAA3AShGAAAAAAALqZ9qI/m1glWYB7P2iOC/NX1ubs0odcNGdMSvGzq+VQ/HS0erF8iktR2U7h+O3v5MosAAACAJyAUAwAAAADABbUK8dEXdUMUbMtbl7FUm1VPDbpJvcf0UYyvt+4b2U2r61TMeP1EUpru2B6plw7GKCm16JVaBwAAQNHhVdgbAAAAAAAAstfU7q2v6oXojm0ROp2ct8BqQeuG+qNuZR0pEZzlNaPlN4/E6Y/IJE2rYVdlP8bfBQAAgOehpxgAAAAAAC6sUaCXvm8Qqlr+eQ+qsgvELrQuOlltN53V7BPxBTbYOQAAAFBQCMUAAAAAAHBx1fxs+rF+iDqF+eT7uqJS0vTg3mj13xGpY4mpGdMtEbEKeG6hFJOQ79sAAAAA5AdCMQAAAAAA3IDdy6rPatn1SHn/Alnf0rNJarUhXF+cSlBacoqChs+Q/3vLFHLLa7IePFUg2wAAAAA4E6EYAAAAAABuwmqx6KmKgZpe0y7/AjijP5uSpuG7o7Rs9BfyWbbZnOa1+bBCOkyQ1+/b838DAAAAACciFAMAAAAAwM30KO6r7+qHqoJP/p/W91q5WXd++kumadYzMQq+4y35TftZYuwxAAAAuAlCMQAAAAAA3FDDQC/91DBU19q98m8d+45p5uQvsn3NkpKqwKcXKPCBT6T4pHzbBgAAAMBZCMUAAAAAAHBTJb2tWlQ3RANL+Tm97WKRsfpq3CwFJlw+8PKbu0rB3d6Q9Wi407cBAAAAcCZCMQAAAAAA3JiP1aI3qgXp9aqB8rU4r923p32jascdC7q8/9mvkPYT5LV6t/M2AAAAAHAyQjEAAAAAADzAoNL++rFBqGr62ZzS3phBN2ldjXIOz289EangHpPl+8kKp6wfAAAAcLb8KzxeSKKiovTXX3/p33//1datW7V3714dO3ZMp0+fVlxcnJKSkuTj4yN/f38VL15cpUuXVtWqVVW7dm01btxYLVq0UIkSJQr7xwAAAAAAIMcaBHppWcNQPbU/WrNOJuRpDx4uGarWrwzTtHcW6+5f/3VoGUtSioIenSWvTYcU83JvycfjLjsAAADAjXnEf6dbtmzRokWL9PXXX+uff/5RWlpaptcvfm6EY8btzJkz2r17t/74449Mr9etW1ddunTR7bffboZkAAAAAAC4i0CbRW9Wt6tNiI8e2Ret6JTM58Q5Ee/rrYGP3K5/apTT6x/9IK/UVIeW85v5u2zbjyhqxr1KKxWc6/UDAAAAzmRJuzgxchNGqPXJJ5/oww8/NHuFGS71o1gsly6qfqVlatSooREjRmjo0KGy2+1O2XagIGX3+++mh32epKSkmD1J0xnHs83mnLIyADjegEtJTU1VePi58XjS70NCQmS1Wp32+Wb8X5zOqIbA5xuQP9z1eNsXn6J7d0VpfUxyntu68d89mv/KXBWPOr8friSlXJiiPhmhlCaV87x+FC3ueswB7ojjDa5y7hQREWE+DgsLy7h31rmTq+AaZeFfs3a73yjjovbYsWNVsWJF/e9//9P69evNnZW+w4ydefHtci41f3qbu3bt0mOPPaYKFSqY642Oji6QnxMAAAAAgLyq6mfTt/VDdH9Z/zy39ctV1dV08n3aUKWMw8vYjoQruOtr8pm/Ks/rBwAAAIpUKPbOO++Y43+99NJLZulDI7RyJABLD7iyu2Xn4jaN+Ywwzlhv9erV9fnnn+fzTwoAAAAAgHP4WC0aWzlQ8+oEq5T35b84eiX7yxTTda/fq/mtGji8jDUhWfaRMxXwzAIpOSVP6wcAAAA8fkyxrVu3muULV69enalHmOFSwZaXl5eKFy9ulkgLDAzM6GZv3IwuisYtISHB7PllBF6nT59WUlJSlnYu7j128uRJDRw40AzGZs6cqTJlHP+GHAAAAAAAhaV9qI9WNArTmP3R+up0Yq7bifXzUZ8xfbS+WlmN/2yZrA6WuvF//2clbD6s1BnDlFYsKNfrBwAAADxyTDGjjuiLL76oiRMnZgqs0jfZ29tbDRs21DXXXKO6deuqVq1aqlSpklnqMDQ0NMfrM2qWHjx40Lxt27ZNW7Zs0dq1a7V9+3ZzWwzpPceM+xIlSmjOnDm68cYbnfhTA87FmGLnUK8XKDgcb8B5jCkGeA5PG2/lq9MJGr0vWmeS83ZJ4Oa1OzT79QUKjYl3eJnT5Ysp+fP75NWwYp7WDc/maccc4Mo43uAKGFOsaLEU4phiLhuKRUZGqnfv3vrpp5/M5+mbWaVKFd1+++3q1KmTWrVqJT8/v3zfFmNQ9GXLlmnRokX6+uuvFRsbmxGOGT3S3nzzTd133335vh1AbhCKncNFeqDgcLwB5xGKAZ7DEy8YHk9M1WP7ovV9eO57jRlq/ndKi1+apbqHTzq8TKyft/59dYBq92uRp3XDc3niMQe4Ko43uAJCsaLFUoihmEuOKbZv3z61bNnSDMTSx/7q3r27fv75Z+3du1evvfaaOnToUCCBmCEsLEx33HGH2SvsyJEjeuWVV1SyZEnzteTkZN1///164YUXCmRbAAAAAABwhtI+Vn1ay65pNewq5pX7scZ2lS+hFpOGa0nzOg4vExCfpOse/Fi/PDJfR+OyDmUAAAAAFIlQbN26dWrRooVZstAIw66//nr9/fff+vLLL9WuXbvC3jwFBwfr8ccf1+7duzV69Gizp5ixnUaZx2eeeaawNw8AAAAAgBx9S/f2Er76o3GYuhfzyfWeiwrwU49n+umFvjk7b7/j0190+PZ39OmuM0pxzUI2AAAA8CAuFYrt3LlTt9xyi06dOmX2Anv33Xe1YsUKNWnSRK4mKCjIHOts1apVqlGjhhmMTZgwQW+88UZhbxoAAAAAADlS0tuqj2oF6+OadpX0zl2vsTSrVWP7t1fPp/oq2s/xgK3zmh3q0muS7v1ul9ZH02sMAAAARSAUO3r0qDp37qyTJ0+qevXqWrt2rVuM03X11Vfrn3/+UY8ePcxgbMyYMebYYwAAAAAAuJtbi/vqj0Zh6lXCN9dtfHldfV37+nDtKRPm8DK1/zulT0e8qyG/HtAT+6IVmZya6/UDAAAALh2KRUdHm4HY/v371bp1a61evVr16tWTuzB6jRlB2KOPPmoOCDhw4EBt2rSpsDcLAAAAAIAcK+Zt1fs17JpdO1jlfHJ32WBLldJqNvk+/dikhsPLfHrjVTpUMlTTj8fr2g3h+vJUQoENuA4AAICiwSVCsVGjRpkhUqdOnfTDDz+oWLFickevvfaaxo8fr5iYGPXp00exsbGFvUkAAAAAAOTKTWE++qNRqAaX9svV8uH2AHUZe7de7dnqivMub1BFDw/rkvH8RFKahu2OUu/tkdobn5Kr9QMAAAAuF4otWbJEH3/8sdq1a6fFixfL399f7uzJJ580g7Ht27ebYR8AAAAAAO7K7mXVa1WDtLheiKr55fwSQqrNqjFDOqvfY3cozscr23kOlgzRHU/cqWQvW5bXfo1IUusN4Xr9cKwSUuk1BgAAADcOxYzxw4YNG6YmTZqY4ZiPj+MD8bp6MDZ69GjNmDFDP/30U2FvDgAAAAAAeXJ9sLeWNwrTg+X8lTW6urI5bRvr+lfv1YGSIZmmG0FZj6f762Ro0CWXTUiTJh6O1Q0bz+r3iMRcrB0AAABwgVBs586dKlGihBmIBQYGypNMnDhRvXv31hdffFHYmwIAAAAAQJ75Wy16rlKgfmwQqoYBOY/G1tcop6ZTRuq3BlUypt3z4G3mdEfsiU9Rz22Rum93lE4kpuZ4/QAAAIAljVFr842xay0WC79lKFTZ/Q62adPGoWUHDRpk3jxBSkqKoqKiMp7b7XbZbLn5jisAjjfAcampqQoPDzcfp9+HhITIarU67fMtLi4u47lRipzPNyB/cLxllpyWphnH4vXy4VhFp+SsrKFXcoomTf9e8T5eGj2kc67ejxCbRc9WCtDdpfxk5bzbI3HMARxvKHrnThEREebjsLCwjHtnnTu5Ck+/Rjlz5kzzdiXLly/PMq2goqrsC3rDKQjE4Kqy+6OTnbZt2+b7tgAAAABwP14Wi+4t669bi/vomf0xWnzG8bKGxthhD47oalz5yPX6I1LS9Ni+GM09maDXqwapQSCXNwAAAArb/v37Hb72XFj4rxEoghztKValyvmyJgAAAABwsbI+Nn1UK1h9wxM1Zn+0DiTkoKxhXnp4GYGaxaJ10clqv+ms7i3rpzEVAhVko1oLAABAYalSpYpD154LMzhz2/KJMTEx2rJli3bt2qV9+/bp5MmT5s2YnpCQYHa3DAoKMrsfGvfBwcGqWrWq6tata96MscyAotpj0U0P+zzx9K7JgCvheAPOo3wi4Dko5XZlsSlpmnIkVm8fiVNSPp5y2FJS9PWLn+ubZrX13i0tMsK1cj5WTagSqC5hPlRu8QAccwDHG4oWyicWLZZCvGbtNj3F4uPjtWzZMn3//ff6/ffftX37dvNAyS2jHmnr1q3VqVMn82YEZgAAAAAAIHcCbBY9VTFQvUr46rG90fozKjlfduWrM37UzX/vMm9X7zmikSO7KdHbS0cSUzVwZ5RuCvXWK1WDVNGXL8EBAADAzXqK/f3335o6daoWLlyY0cvDWZt8YRpZs2ZNDR06VPfcc0/GQH6AJ6Cn2Dn0XAEKDscbcB49xQDPQa+VnDHO2+edStDzB2J0Otl5lx0G/LJen036ItO0VbUrqOdT/XS0eHDGtACr9FiFAN1Xxl/eVkoquiOOOYDjDUULPcWKFksh9hSzyoXDsI4dO6p58+b6+OOPFRkZae6U9B1j7LS83tLbM247d+7UmDFjVKFCBTMc27ZtW2HvAgAAAAAA3JJxzn1nST/91ThMd5XydUqb1+z6Tx++vTjL9Gt3HNa6h6eqxfZDGdNiU6UXD8aq4+az2hKTPz3WAAAA4H5cLhQzxgS799571aJFC/3yyy8ZodXFgZYzZBeSxcXFmSFc48aN9dBDD5llGwEAAAAAQM4V87ZqcjW7vq0forr+uS9nWCo8Wl+OnyW/pOwDrnJnorT8iekasnRdpumbY1PUYfNZTfkvVsmuXSgHAAAARS0U27BhgxlGffTRR2Z3yQvDsMu5sMfXlW6Xc2E4lpycrLffflvXXnut9u/f7+SfFAAAAACAoqOF3Vu/NAzV85UCzNKGOeGdlKyFE+ao4qnIy87nm5yij976Sm9P/VpeySkZ05PSpHGHYtVlc4R2xdFrDAAAoCjzkov4+eef1bNnT0VHR2eEYRfKLtAKCQlRiRIlzJvdbldgYKD8/f1ls9nMm1F/2rglJCSY7Rpjkp06dUonTpwwyzFeLH2d6ffGOjdu3Kg2bdpo+fLlqlKlSr79/AAAAAAAeDJjbK8HygWoR3FfPbk/Rj+EJzq03A1b9uu67QcdXs/9365WwwPHdccTd+pkaFDG9H9iktVu41k9UylQ95bxk9VJVWgAAADgPixpBTV62WWsWbNG7du3N0snXhiGpW9aqVKl1LJlSzVt2lT16tVTnTp1VKlSJTMEyy0jFDN6gG3dulWbNm3SqlWrtHr1asXGxmYJxgx169bV2rVrFRAQkMefFig6gxa6EiMgN4LxdEaQboTnADjegPxkVD8IDw83H6ffG1/sslqtTvt8M8p/p0v/ghgA5+N4c77vziSY4dh/ialXnLfjP7s099X5KhZ9/m/elRwsGaIeT/fX+hrlsrzW0u6lt6rbVdWPv5muimMO4HhD0Tt3ioiIMB+HhYVl3Dvr3MlVcI2y8K9ZF3ooZvyiN2rUSIcOHcooXWioXr26BgwYoB49epglFQtCYmKifvvtN82dO1cLFy40e5elb5Nxb4x1NnXq1ALZFsBZCMXO4QMHKDgcb8B5hGKA5+ACff6ITknTa4dj9f7ROJ0veJi9akdPa/FLs9Tg4AmH24/z8dI9D96mOW2zXlcwyjg+XylQg0vTa8wVccwBHG8oWgjFihZLIYZihR6zPvvss5kCsfr16+urr77Srl279PzzzxdYIGbw8fHRTTfdpBkzZujgwYPm+o1v26Zv2/Tp082eZQAAAAAAIO+CbBa9UDnQHG+sWdDlR3jYW7a4Wr4+XIta1nO4ff/EZM1+fYFenfGDbCmZY7fYVGnM/hjdti1SB+KvFMkBAADAExRqKHbs2DF98MEHGaHT008/rQ0bNqhbt24qbKGhoWYoZowplh7MGWn1m2++WdibBgAAAACAR6kf6KVv64doUtUghdouPdZXdICvej15p54Z0D5H7T++aKW+G/upwqLODZlwoT8ik3TDxnB9cjy+SJaaBwAAKEoKNRSbN2+eWbLQMGXKFL300ksuVyO0WrVqWr58uRmMGf8cL1iwwOzCDwAAAAAAnMdqseju0n7666ow9Snhe8n50qxWjb+znW59doAi/S8938VuWr9Hax+eqvr7j2d5LSZVenRftPruiNTRRM75AQAAPFWhJlDLli0z77t27aoHH3xQrsput2vOnDnmoOXGGGibNm0q7E0CAAAAAMAjlfS26t0adn1ZN1g1/GyXnO+bFnXUYtJw7SxX3OG2qx8L16rHpum2P7dk+/qys0lqveGsvjiVQK8xAAAAD1SooZhRmtAonThmzBi5ujp16qhLly7mY0IxAAAAAADyV+sQHy1vFKqnKgbI7xIVFbdXLKXmk0bo26a1HG43KD5Ri16eoxc+XyZLamqW18+mpGn47igN3RWl00lZXwcAAID7KtRQ7NSpU/L19VXLli3lDlq1apWx3QAAAAAAIH/5Wi16pHyAVjQO040h3tnOExHkr27PDtD43m1y1PZzc3/TV+Nmyx4bn+3ri88kqvXGcP1y9tywDwAAAHB/hT6AV0hIiNlbzB0YZRSNccXi47P/hxkAAAAAADhfVT+b5tUJ1kc17SrtnfVSRqrNqmfu7qg7nrhTMb7Zh2fZ6bZmu1Y/Mk21Dp/M9vUTSWnqvT1ST+2PVlxqWp5+BgAAABTxUKxUqVI6c+aMkpKS5A4OHz5sBnhGkAcAAAAAAAqOcT7evbivVjUO1bAyftle0FjYqoFavj5ce0uHOdxu3cMnteaR93Xz2h2XnOeDY/HqsOmsNsUk53LrAQAAoKIeipUvX17Jycn68ccf5Q6++eYb875cuXKFvSkAAAAAABRJdi+rJlQJ0nf1Q1Tdz5bl9U1Vy6jZ5Pu0rHE1h9sMiU3QNy9+rifmL5fSsu8RtiMuRTdtPqu3j8Qq5RLzAAAAwLUVaijWpk0bsxzhs88+6/K9xebOnauNGzeaj5s1a1bYmwMAAAAAQJHW1O6tXxuGangZvyyvnQkOUOcXB2pS9+scbs+alqYJn/6k+RPnKjAuIdt5ktKkFw7GqsfWCB2IT8nT9gMAAKCIhWKdOnUy742wqV+/fmavMVe0evVqDR8+3CzVUKdOHbOHGwAAAAAAKFwBNovGVwnSV3WDVck38yWOFJtNjw7rorseuV3x3l4Ot3nHH1s04vu1l53nr6hk3bDxrGadiDe/7AsAAAD3UKih2A033KDGjRubjxctWqTrrrtOmzdvlit57733dOONNyoqKsp8Pnjw4MLeJAAAAAAAcIFWIT5a3ihUd5fK2mvs8xubqNWrw3SoRLBD+2xpk+qa0r3lFeeLSU3TqL3RumtnlE4kpvJ+AAAAuIFCDcUMRunE9G9VrVu3Tk2aNNFdd92lNWvWFNo2GaUcZ8+erauuukoPPPCA4uLizOmlSpXSiBEjCm27AAAAAABA9uw2qyZVC9L8OsEq55P5csffNcur6eSRWlGv8mV3354yYbpzdB+zl5mjfghP1A0bw/XdmexLLgIAAMB1FHoo1rNnT/Xu3dsMxozyhCkpKWYg1bJlS9WuXVtjxozRsmXLFB0dna/bcezYMS1YsEBDhgxRmTJlzGDOKOuYHtgZ2/b6668rKCgoX7cDAAAAAADk3o2hPlrZKFT9S/pmmn4iLEjtxw/W1JubZ7tctJ+Puj8zQOH2gByv81Rymu7eGaWH90YpPpVyigAAAK7KkuYCxa9jYmLUvHlzbdu2zQyfLtwk47nBarWqVq1aqlevnhmWVapUSRUqVFDJkiVVvHhx2e12BQYGytfXV7b//0aX0Y4RssXHx5uhWmRkpE6dOqWTJ0/q4MGDOnDggLlOo2Tj4cOHM9Z5YRCW7t5779XUqVMLcK8AznHh73E6FzjsC5zxtyC9DKrB+JuR/rcCAMcbkF9SU1MVHh5uPk6/DwkJMf+3ddbnW3pVA4O/vz+fb0A+4XhzTz+FJ+rhvdE6lpS5vOGwH9bqnfe/kU9ySsa0nk/11ZfX1c/zOpsEemlmLbvK+3K+kRccc0DB4XiDq5w7RUREmI/DwsIy7p117uQquEZZ+NesHR9pNh8ZYdavv/6qjh07atOmTZl2SPqOMH5ZjABr+/btTl//xTv74vX369dP7777rtPXCwAAAAAA8k/HMB+tbByqJ/bHaOGp8+UNP+zcTFsqldIXL89RmbPRevHOtk4JxAzrY5LVftNZTa9pN8c6AwAAgOtwmZjVGK9r+fLl6tSpU5aeYuk3g/Gas28XruPC9RiPn3rqKX322Wcel0gDAAAAAFAUhHpZ9X4Nu2bUtKuY1/kvwf5Zr7KumTJSE3rdoLH9bnTqOo1yirdvi9THx8/35gUAAEDhc6mkJzQ0VN9//70mT55sln7JrgdXftwulB6UNWnSxOy9Nm7cuGy78gEAAAAAAPfRrbivVjQKU6ew8723jpQI1lODblJaPnwR1ijM+Pi+GL10MEapRbCEPQAAgCtyqVAs3ahRo7Rnzx6NHDlS3t7eGUFVdnLSI+xSLuwxdvPNN+vLL7/UunXr1Lp163z8KQEAAAAAQEEq7WPV57XseqtakIJsef8CrHdSskqFR192njePxOm+3dFKSCUYAwAAKGwuGYoZSpcurXfeeUf//fefpkyZombNmpnTLw65ctMj7OLSiVdffbWef/557du3T99++626d+9O7zAAAAAAADyQcR2gXyk/LW8YquZBeRtq/c0PvtPfD72nZjsOX3a+L04nqPf2SEUkp+ZpfQAAAMgbS9rlulC5mNOnT5slDf/44w9t3LhRmzdv1smTJx1e3mazqWLFiqpRo4bq16+vtm3bqk2bNmbZRsBTZVf+040Oe6dJSUlRVFRUxnO73W7+TQDA8Qbkp9TUVIWHh5uP0+9DQkKcNl6t8fkWF3d+vBqjBDmfb0D+4HjzTMlpaXrrSJxePRyr5ByeJg37Ya0+eGex+Tje20vD7++mT9tffdll6vjbNLdOsCr4ci5yJRxzQMHheIOrnDtFRESYj8PCwjLunXXu5Cq4Rln416zdKhTLTkxMjI4cOaKjR4+aB01CQoJ5My4GBAYGZtyKFy+uKlWqyMsrb98CA9wNodg5fOAABYfjDTiPUAzwHFww9Gz/RCdpxO4o7Y13rCfXdVsP6NenZsgn2Rg57Lw3b22px+7prGSvS4deZbytmlMnWA0DuT5xORxzQMHheIMrIBQrWiyFGIq5/X9gRuBVs2ZN8wbAMUYvSUcMGjTIvAEAAACAJ7s6yFu/NgzTcwdi9MmJ+MvOW+5UpL54eU6WQMww6uu/1PDAMfUec6dOhwRmu/yxpFTdujVCH9e0q12oj9N+BgAAgMI2c+ZM8+bK3D4UA5Bzy5cvd2p4BgAAAADuLtBm0RvVgnRzmI8e3BulE0lZv63sm5ikRS/PVpmz0Zds58aN+7Tu4anq8Ux/bahWNtt5olPS1HdHpCZXDVLfUn5O/TkAAAAKy/79+x2+9lxYCMWAIsgYS88RRslRAAAAAChKOoT5aGWjMD2+L1qLzySefyEtTVPfW6IWOw9fsY0qJ87qz8c/0OBRPTX/hobZzmOMYfbA3midTErVg+UDnPkjAAAAFIoqVao4dO25MIMzQjGgCPrtt98KexMAAAAAwGUV87Zqek27bj6doDH7YhSRkmaWSwyLvnxpxQsFJCRp3qvz1GTvET19V0el2qzZzvfioVjznmAMAAC4u0EODseT3ZhiBSX7/8gAAAAAAACKMONiTa8SflrRKFStg72V6O2lnk/11fP9bsxRO08sXKFvXvxModFxl5zHCMbeOnIuHAMAAED+IRQDAAAAAAC4hHK+Ni2sG6xR5fyVZrXqxX43qsfT/RTl7+PwPrv5711a8/D7qnvwxCXnefFgrN4hGAMAAMhXhGIAAAAAAACXYbNY9GylQH1c065Aq0WLW9bTta8P166yxR3ebzWPntbqR99Xt1XbLjnP2IOxmnr00j3KAAAAkDeEYgAAAAAAAA64tbivvm8QorI+Vm2tXFrNJ4/Q99fUdHjf2eMStXjcLD03+xdZUlOznefZAzGaf9LxscsAAADgOEIxAAAAAAAAB9UL8NKP9UNUL8Cms0H+6vrcXZrYq3WO9t8Ls3/RFy/PUVBsQravP7g3Wj+fTeQ9AQAAcDJCMQAAAAAAgByOM/ZNvRDdEOytVJtVTw7qpDsf761YX2+H27ht1Tatemyaqh85neW15DRp8M5I/R2VxPsCAADgRIRiAAAAAAAAORTsZdXcOsHqU8LXfD6vTSNd99q92l8q1OE26h88obUPT1Wnv3dmeS02Veq7I1K74pJ5bwAAAJyEUAwAAAAAACAXfKwWvVM9SI+W9zefb6hWVs0m36dfG1Z1uI2wmHh9N/YzjV74u5SWlum1M8lpumNbpI4mpvD+AAAAOAGhGAAAAAAAQC5ZLBY9WTFQk6oGySbpVEigbnppkKZ0a+n4xZm0NL0yc6lmvzZf/vGZxxI7nJiq3tsiFZGcynsEAACQR4RiAAAAAAAAeXR3aT99XjtYgVYp2cumh++9RYMe6ql4by+H2+j7+yb9MfpDVT4enmn6trgU9d8RqbjUzD3JAAAAkDOEYgAAAAAAAE7QMcxHi+uFqpiXxXz+SYerdcPEofqvmN3hNprsPap1D09V2417M01fFZWs4builHJRiUUAAAA4jlDsCtLS0vTJJ5+oXbt2Kl68uAICAlS5cmX16tVLs2bNUlJSUg52NwAAAAAA8GRXBXnpi7ohCvv/YGxt7Qq65s2R+qNuJYfbKBEZq5+emakHlvyVaZyx78IT9fi+GPNaBQAAAHKOUOwy4uLi1LlzZw0ZMkS///67wsPDFR8fr0OHDmnRokW6++67Va1aNc2bNy8Xux4AAAAAAHiihoHngrFQ27lg7HiYXTe+PEQfdGrqcBteqanquH63LBcFYJ+eiNcrh2Odvs0AAABFAaHYZdx777366aefzG9gpX8LyxhAt3nz5urevbtKliyp//77T/369dOAAQOUkJBQUO8bAAAAAABwYY0CvbSo3vlgLNHbS8Mf6KERI7spyXblyzHbK5TQgMfuUJo167yv/xenGcfi8mW7AQAAPBmh2CXs2LHDLI9ohGDpt3Q//vijvvzySx05ckQff/yxSpQooTlz5uimm24ye5LhnO3bt2vs2LFq1aqVypcvL19fX9ntdjVu3Fj333+/1qxZ43K7as+ePVq4cKHT2ktNTdU333xj/rxXXXWVypQpIx8fH7MUZ926dTVo0CDNnTuXMpwAAAAA4KHB2Lw6wQq44OrLtC7NdeP4IToeGnjJ5SICfNX9mf6KDPS75Dxj9sdoyWm+nAsAAJAThGKX8Ouvv2Y8vrhW98aNG8/tPKtVAwcO1L///qsmTZpo5cqV6tOnj4q6EydOqG/fvqpfv75eeOEFM2Ds2LGjRo0apZtvvll79+7Vu+++qxYtWqhbt246evRoYW+yDh48qGHDhqlOnTp65513nNLm0qVLzQDw1ltvNX/eDRs26Pjx42YAdubMGTM0NMarM/ZVrVq1nBrGAQAAAABcwzV2b82oGSzbBdNWNqiippPv07oa5bLMn2qxqN/jvbWzQsnLtmtcqRixO0orIxLzYasBAAA8E6HYJRjjh13K2rVrMz0vW7asGaJdc801Zq+gt956S0XV6tWrzYDQ6P1k9JIyQsP9+/dr5syZevXVVzV//nzzuREUGb7++mtz/vXr1xfK9hqBnNGLq2bNmpo+fbqSk5Od0u5rr71mBoCbN292aH5jn9xxxx0aM2aMU9YPAAAAAHAdHcJ89Fb1oEzTDpcMVetXhunTdldlmv7MXe31XbPaDrWbmCbdtTNKm2Occy4LAADg6QjFLqFSpUqX3GlG6buLGWUBv/32W1WsWFHPPPOM2VuqqPn777/NEpJGWUnD7bffbpaXDAwMzLL/Fi1apA4dOpjPjd5TxmOjR1lBOXnypB599FFVq1bN7MWVmOi8b9a99957Gj16tBkK5pQRHE6YMMFp2wIAAAAAcA19Svrp+UoBmabF+3pr4CO36+GhNyvFatGC6+trwh1tctRuVEqaem+P0IH4FCdvMQAAgOchFLsEoydTsWLFzMcXjidms9nUunXrbJcpWbKkFixYYJZV/PPPP1WUGCHgLbfcosjISPN5aGio3n///Uz77kJeXl5m77H0wMwoJ3jbbbcpLi4u33sAPvXUU6pataomTZrk9DHg1q1bp4ceesh8HBwcrMcee0wrVqwwfz4jeDP2k/G78fzzz6tUqVLZtvH000+bPe4AAAAAAJ7l/rL+uq/sReOEWSya0uN6tX35Hg1+qKf5PKdOJKWp1/YInUzK+ZczAQAAihJCsUswAg2j1F9YWJg5pphxM8Kul156yexddCnNmjXTsWPH1KNHDxUlQ4YMMXt8pTNKEpYoUeKyy5QvX1733ntvxvNt27aZY5Dll+XLl5tjm/n4+Jjjv0VFRWns2LFOXYcxbpoxZlijRo3MseeMMoqtWrUyf4+8vb3N4LRly5bmevft26cBAwZkacP4XXvyySedul0AAAAAgMJnfHH0hUqB6lXCN8trxjhjMf5ZpztqX3yq+m6PVFQKwRgAAMClWNKMK/C4JCM4McIUY6ypq666SlWqVGFvXeTHH39U586dM03bu3ev2RvrSrZu3ar69etnPA8ICNDu3bvNcdqcLSYmJkspR6OnWEhISKbyiW3atNFvv/2W4/aN8pldu3ZVuXLlzFKSZcqUcWi5/v37a/bs2VmmHzx40CzHmVfZ9dYriod9SkqKeTxfWPLU6PkJgOMNyE9GOeX0sWrT743/PYwvWznr8+3Cnvb+/v58vgH5hOMNzpSYmqYBOyL1S0SScxpMS1Of3zdpYav6al3MT7NrB8vHmvMeZ66EYw7geEPRO3eKiIgwHxsdDNLvnXXu5Cq4Rln416w96zcqHxgXzo2gw+j5RSCWPaMU4IUaNmzoUCBmqFevnmrVqpXxPDY2VuPGjVN+uDgQM/j5+Zm9t5xh+vTp5v20adMcDsTS589unLqlS5c6ZbsAAAAAAK7FCKxm1ApWk0Avp7T3wNerNPe1+frhuU+08VCE7t8TrdQi+GVIAACAKyEUQ55s2bIly/hXRoiYE926dcv0fMaMGYqOji6wd8YY3yyvzp49a/YU69ChQ45//qCgoExlJC/sbQcAAAAA8ExBNovm1AlWNb+8XZppt2GPJk3/3nzcYcNerX14qnatO6BnD8QUySohAAAAHhuKGSXvnnvuOd14443mGFanTp0q7E0qcmbNmpXtuGo50bRp0ywlDY2AyZ0YY5QZY4nldkw0Y6yzi/H7DAAAAACerYS3VQvrhKi0d+4uz1Q+Hq75r8yTV+r5ccSqHQ/XX49N06mF6/T2kfMldgEAAODmodioUaM0fvx4c8yvqVOnasCAAYW9SUVOdiX+GjdunKM2jLHaLrZgwQK5k7Vr15ph4HXXXZer5Y0yktmVdgQAAAAAeLZKfjbNrxMsuy1nY4AFxCfqq3GzVCIyNstrgQlJWjhxrnzGL9aso1lfBwAAKKrcOhRbuHBhxmOjJMBff/3ltLYnTZqk//77z2nteaLIyEitX78+SylAR8cTS1ezZk1zUPiLwzZ3KvMwduxY/fTTT7levlixYlmmVahQIY9bBQAAAABwB/UDvfR57WD5OpqLpaXpoze/1FX7jl12tqfnL1e1IdP09b6zTtlOAAAAd+fWoVh6aGLcWywWtW/f3intGmXwFi9erAYNGujTTz91SpueaNOmTUq9oESDoXz58uZ7kRNWq1Vly5bNNC0qKkr79++XuzB+5pCQkDyVAr3Y1VdfncetAgAAAAC4i+uDvTWtpl2OnFE/+uUfunPFJofa7bp2h1r2eF0r1x7M8zYCAAC4O7cOxVq1apWpN9Ho0aOd0q63t7d++eUX9e3bV4MHD1a/fv3MkAaZbd68OcsuuTjcclR2yxmhW1Fx5syZTM/tdruuv/76QtseAAAAAEDB61rMV69WDbzifD9cXVN7yoQ53G7t/06p7e1vaPuif/K4hQAAAO7NrUOxxx57zOyhY9xKliypa6+91mlt22w2vffee3r66ac1d+5cNW/eXDt37nRa+57gwIEDWaaVKVMmV20V9VBs27ZtmZ736NGDMcUAAAAAoAgaXNpfoysEXHaeLVVKq9nk+7S0SXWH2w2JTVDL4R/q5MtfSxdVfQEAACgqvOTmPcWMYOy1115TdHS02dsmu7GZ8uLFF1/U4cOHNXPmTLPnjjHWVZMmTZy6Dnd19OjRLNNCQ0Nz1VZYWNZvuB07dvna6J5k7dq1mZ4/+OCD+bq+jRs35ku7RjhdqlQpuaKUlBTzduFzABxvQH4zSk2nf+akl502njtr7FSjrQvLWfP5BuQfjjcUpEfK+Oh4QrI+OZm11H66cHuAuoy9WxM++UmPL1rpULvWtDTVmfStjm85JOvUgUoL9JOr4pgDON5QtBjnNReeMzn73MlVuNM1yhMnTujkyZPyNG4dihleeeUVnTp1Sh9//LF69+6tb775xuk9bCZOnGiGYqdPn1bXrl3177//mhf/i7rw8PAs03x9fXPVVnbLFaWSld9++23G406dOqlp06b5ur7GjRvnS7tjxozRE088IVdkfMDExsZm6REKgOMNyE/GSV1cXJz5OCEhwbw3nhtjqjrr8y29XYNxwsjnG5A/ON5Q0J4rZdHxBKt+iLx0r64Um02jh3TWv1XLaPrbX8k/Mdmhtkv/uFGRnV5T1PRBSq5cQq6IYw7geEPRO3e68JzJ4OXl5bRzJ1fhTtco33zzTTN/8TQe8Rv10UcfmWUOf/31V91www06dOiQU9tfs2aNeW+UaTR6L7388stObd9dpf9xyq9QLDIyUkXB7t27tWrVqow/gG+88UZhbxIAAAAAoJDZLBZNqeCtFgGWK847u91Vuv7Ve3WwZIjD7QfvOqaSt74pvxUMFQEAAIoOjwjFDC+99JK+/PJLM2AwesHMnj07T+3Fx8ebpRKHDBminj17moFY+rdvFy1a5KStdm/JyclOC8Wy691XVHqKvf322xndgB9//HHVr1+/sDcJAAAAAOAC/KwWfVjZR3X8rhyMra9RTk0n36flDao43L5PZJxKDvxQ9g9/My545HFrAQAAXJ/bl0+8ULdu3czShgMHDtRdd92lWbNm6Z133lHVqlUdKgX4xx9/aMWKFebt77//zgh9jMAiPRQzHD9+PF9/Dnfh7++fZdqFY1rkxIX7N523t7c83YEDBzRt2jTzccOGDTV27NgCWe+GDRvypV2jrKjdbpcrurg+r7Gdrto1GXB3HG9A5v+N0v+nTC8FYvwP5czyiRf+H2V80YjPNyB/cLyhsBhn3vNq+6nrtigdSrz8OffJ0CB1GDdYkz/8Tvd/u9qh9q2paSo2/hsFbD+uyDf6Sf4+cgUccwDHG4reuVNSUlKm687G9TtPLJ/oLtcoR40apX79+rnV8D5FLhQzVKpUSb/88osmT56s5557zux1Y/S+McY6CggIyJjv8OHDWrlyZUYItnXr1kyD9l34+MILDcbjmjVrFuBP5LoCAwOzTLtwTIuc9sy7mKuGK8702GOPmfssODhYCxcuzHVPu5xq1KiRiqILP2CMx676gQN4Ao434Pz/junHQ/rJnPHcmSd2F7bF5xuQvzjeUFjK+9u0oG6IbtlyVqeTL9+jK9nLpgfuu1Xrq5fVe+99Ld/kzBffLsXvi7Xy2nVcUZ+OUGqFYnIFHHMAxxuK1rnThedM6feeFoq50zWTsmXLmjdP43GhWPoB9Mgjj6hHjx4aNmyYxo0bp+nTp6t3797meGPr1q3LNO7YhQHYhW1cLH3g8vHjx+f7z+AOgoKC8jUUy659TzJv3jwzCDP+sH/66aeqVatWYW8SAAAAAMBF1fC3aU6dYN22NUIxDhRpmXFTU22tWEpfTJijcmccG57Aa+NBhXSYoKgZ9yr5Or4QDAAAPI/HhWJHjx7V2rVrzeDLKIG4ZcsWM8wypr/11ls5DsEuLOXXpUsXPfPMM7rmmmvy+adwD2XKlHEo3HJEdmFa8eLF5an27dunkSNHmo+NXo3du3cv7E0CAAAAALi4q4O8Nat2sO7cHql4B4YAW1W3kjnO2KKXZ+vaHYcdWof1VJSCe05WzMu9lTC4jXHBJO8bDgAA4CLcPhQzxmj4+uuvtXjxYv36669mWcRLBV7pIVd2AdiFrxuMHmFNmjTRDTfcoDZt2qht27ZFopxfTtSoUSPLtNOnT+eqreyWq127tjxRXFycevbsqTNnzpilPR988MHC3iQAAAAAgJtoFeKjmbWCddfOSCU5EIwdLR6sNhOH6r33luien/5xaB2W5FQFjZ4rrw2HFPPqnZKv54/5DQAAiga3DsWMHmFGScSDBw9esgfYhSHY5cIwYyyn5s2bmyFY69atdf3112c7ZhbOy25sNaNHXm4cOXIky7Q6dep45ICRAwYM0L///qvBgwfr1VdfLexNAgAAAAC4mQ5hPvqwpl337IySIyOGJXp7aeiDt+mf6uU05cPv5J2S6tg4Y7P+kG3nUUV9PFxpZULyvN0AAACFza1DsbvuuksHDhzIeH6p0Cu7wKxChQpmEGNMb9y4sX766SeVKFEiX7fX09SvX9/c5xfuW2eGYnXr1pWneeCBB7Ro0SJzvLsPP/ywsDcHAAAAAOCmuhbz1dvV0/S/PdFyoMOYWQbxva7XanPl0lo4YY5KRsY6tB7vtXsV2v5lRS4apZTa5fK62QAAAIXKKjdm9BAzQpn024WMoCb9FhAQYPYAGz16tBlIGAGMsexvv/2mypUra8OGDWrZsqU5DhkcFxYWZgaKF/rvv/+UlJSUo92YmJiYJUwz2i1WrJhHvR0vvPCC3nvvPbMU59y5c80SnQAAAAAA5Fbvkn56vWpQjpb5vWFVNZ1yn/6pXtbhZVKKBymlvGedowMAgKLJrUOxMmXKZHqeHoIZY10NGjRIU6dO1fr16xUREWEGYBMnTjR76KQv16pVK23cuFF333239uzZYz5/4403CumncU/t27fP9NwIxLZu3ZqjNjZt2pQlSOvcubM8ydtvv62xY8fqmmuu0ZIlS8xynQAAAAAA5NXA0n56qXLOhn84WCpMrV4ZptltGl1x3tN2f90zdoBi/TmPBQAA7s+tQzGjN1F66T6j1J4Rghk9lXbs2KEZM2Zo+PDh5jxW66V/zKCgIM2cOVMLFiwwHxu9yW6++WadOHGiAH8S92Xsq4sZ42XlxD//ZB3ot0uXLvIUn332mUaNGqVatWrp+++/l91uL+xNAgAAAAB4kPvK+uvlHAZjcX4+6v/YHXpsSGelWLMfjsKY3nvMnfoswK6e2yJ0OsmxscgAAABclVuHYtddd515b/QMW716tRmClS3rePf/C91+++3avHmzOnbsqB9//FFXXXWVOc4YLu/GG29UtWrVMk1buXJljnbb77//num58X62bt3aI3a90StsyJAhKl++vPn7VLJkyRy38cknn2jXrl35sn0AAAAAAM9wb1l/vV41Z8GYMc7YGz1bqcvzdys80C/Ly0Zg9stV1c3H66KTdcuWCB2MT3HWJgMAABQ4qyf0UjKCrMDAHP7jlw2jrOIPP/ygN9980yy5aLT/xBNPKCWFf/guxRjL7Z577skSBKWmpjo8ntjXX3+dadr999+fZYw4d2SU7OzTp49CQkK0dOlSVapUKcdtbNu2zexl5mnjqwEAAAAAnG9QaX+9XS1IOT2jXnpNTTWbfJ82VyqVMe3TdldpSvdzX0ZOtzs+RZ23nNU/0TkbSxwAAMBVuHUo1qBBA1WuXFlxcXFObfeBBx7QunXrVL9+fb322mtmryWjLCOyN3ToULP0ZDqj9OTFvb8uxQiLjAAynREgDR48+LLL7N27V++++65Z9jIyMtIl3xbj96dbt27y8vLSd999Z5b3zKkzZ86oV69eZinJ4sWL58t2AgAAAAA8S99SfppaI0i2HC63p1xxtXx9uBa1rKe1Nctr+P3dzZ5kFzuRlKZuWyK0+HSC07YZAACgoLh1KGbo3bu3GUA4mxFirFmzRv369dOqVat09dVX688//3T6ejxBqVKl9NRTT2WaNmXKFIeWnTRpUqbnY8eOVXBw8CXnN8bkatiwodmbzAjPjDKXR44cUV44O1Q1encZvQwTEhL05Zdfqnnz5g4vm5ycrIMHD5pj4hnLbd26VcOGDXPq9gEAAAAAPFuvEn6aXtMu7xx2GYsO8FWvJ+/UTS8NUryv9yXni0+T7tkVpUn/xWaM9Q4AAOAOLGlu/t/Lv//+q6ZNm+rkyZMKCwvLl3UMHDhQn332mfz8/LR48WKzXCMyM0pMtm/fXsuXL8+YZozNdtNNN11yVy1cuFB33HFHxvMOHTqYy1itl85qK1SokKXXnvH+GL3GcsPopWb83lx4GDRu3Nj8vcqNAwcOqFWrVjp8+LCcoWbNmtqxY0eeyklmt6ybH/a5/h2NiorKeG6322Wz5fS7kwA43oCcMUpKh4eHm4/T742e8Zf7fyenn28XfsHH39+fzzcgn3C8wR39GJ6owTsjlZiPp4C9S/hqcrUg+VqdOwwCxxxQcDje4CrnTukVxdKv8xv3zjp3chVcoyz8a9Zu/xtl9BQyetIYJfvyS3pvpvj4eLOcnRF8IDMjXDB6RTVp0iRj2oABA7Rly5Zsd9U///yTqQeUEWzOnz//sn/kTp8+nW0ZS6Ot3Jo+fXqWg23z5s1micacMn4HjcDUWYGYwdhHnjC+GgAAAACg4HUK89Gs2sHyy8fTyvmnEnTb1ggdTzw3trjftJ/l8836/FshAABAUQ7FDFOnTlXt2rXzrf30b/Ua4UR0dLReffXVfFuXOzOSe2MssT59+pjPjd571157rSZOnGiGTMa3mPfs2aNx48aZ47SdPXvWnK9v37765ZdfrtjTr1ixYipZsmSW6XXq1Mnxtu7bt08vvvhilrKP6Wl9586dtWjRokzjnV2OMV+nTp20a9cuOYu3t7fZCw4AAAAAgNxqF+qjuXWCFZiPV4DWRCerw+azOvjNBgU8s1D2QdPkP2GJ8bX//FspAABAUQ3F8pvRgymd0avIKPGH7AUFBWnu3LnmPmrbtq1iYmL05JNPqnr16goICFCNGjX07LPPmgGZ8frSpUs1e/Zss5TdlRih5LvvvisfH5+MaeXKlTNDN0eVL19egYGBqlatmp5//nklJiZmO58Rbt1+++0KDQ01w7grjQv20EMP5brk4qX06NHDHK8NAAAAAIC8aBXio/l1Q2S35V+XscB9J1T1fx8b43SYzwPe+E72u96XJcq543gDAAAU6THFCsLVV19tBh5GKGPsLmOsBiPswZUdO3ZMq1ev1v79+83xnIzQrGrVqmrRooXKlCmTq11ojLFlhG5GkHbbbbeZwRUujTHFzqFeL1BwON6A8xhTDPAcjLcCT7ApJll9tkfoRJJzLwUFxSZo9aPvq96hk1leS65ZRlGf3afUGqVz1CbHHFBwON7gChhTrGixFOKYYl4FshY3t3Pnzow3ybg3eifBMUbw1b17d6fuLqNUZn6WywQAAAAAwBM1DPTSD/VD1Xt7pHbHpzilTUtqqj6btDDbQMzgteuYQjpOUPQH9yipY0OnrBMAACC3KJ/oAGNcLCOlTL/dfffdud7hAAAAAAAAhaWSn03f1g9R0yDnfE/6uTm/qseqbZedxxoVL3u/9+Q35Qfja+BOWS8AAIBbhmJ79uyRq5s1a5aGDBmidu3a6eWXX9bTTz/t0HKnTp1SUlJSvm8fAAAAAACAo4p7W7WobohuCvXO006rv/+4xs751aF5jbHGAsd9paChH0oxCXlaLwAAgFuGYkuWLFG9evXM8aFcWenSpTV9+nT9/PPPeuKJJ2S1Xnm3RUREqH379urbt2+BbCMAAAAAAICjAmwWfVo7WANK+eZ6p22pUlp3P3y74r0d73Xmu/gfhXR5VdYDp3K9XgAAALcMxbp162aWJuzVq5f++usveYq4uDjdeuut2rJlix566KHC3hwAAAAAAIAsvCwWTa4apMfL++d673zWvolavTpMh0oEO7yM15b/FNJhgrx+3867AgAAilb5xI8++si879Kli9asWSNPCMRuueUW/fHHH7r//vvVqlWrwt4kAAAAAACAbFksFo2pGKj3qgfJx5K7nfR3zfJqOnmkVtSr7PAy1vAYBd/xlvze/5lxxgAAQNEJxWrUqKEpU6aY5QY7duyoX391rBa1KwoPDzdLJi5fvlzVqlXTxIkTC3uTAAAAAAAArqh3ST99WS9Exb1yl4ydCAtS+/GDNfXm5g4vY0lJVeAzCxR4/ydSXCLvEgAA8PxQzHDPPfdowIABioqKMnuMff7553I3O3bsUMuWLbVq1SoFBgZq/vz58vPzK+zNAgAAAAAAcEgLu7d+bBCqWv62XO2xJG8vjfxfN917f3clejneht+8VQq59Q1Z/zvDOwUAADw/FDN8+OGHatq0qRISEjRw4EA99thjSk5OljuYO3euWrRooZ07d8rb21sLFixQkyZNCnuzAAAAAAAAcqSKn03f1w9R2xDvXO+5Dzs3U7uXh+hYaJDDy3j9e+DcOGOrdud6vQAAAG4Tivn6+urbb79V9erVlZaWpsmTJ+v666/Xtm3b5KpOnDihfv36qX///oqMjDTrcL///vvq1KlTYW8aAAAAAABAroR4WTW3TrCGl8l9BZw/61XWNVNGak3N8g4vYz0ZpeDbJst35u+5Xi8AAIBbhGKGkiVL6qefflLFihXNYGzt2rVmj6unnnrKDJ1cRVxcnDleWJ06dTRv3jxzW41A7I033tDgwYMLe/MAAAAAAADyxMti0fgqQXq7WpB8cjfMmI6UCNYNrwzVzPaOV9OxJKUo6LHZsj82W0p0jwpCAADAfbhUKGaoUqWKfv/9d1WrVs18npiYqFdeeUVVq1bVM888o4MHDxbatm3dulVPPvmkKlWqpKefflpnz54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      "text/plain": [
       "<Figure size 1800x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "S = 1.000e+05\n",
      "Slope = -1.046765e-02\n"
     ]
    }
   ],
   "source": [
    "# --- style (run once per notebook ideally) ---\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.rcParams.update({\n",
    "    \"font.size\": 14,\n",
    "    \"axes.labelsize\": 16,\n",
    "    \"axes.titlesize\": 16,\n",
    "    \"legend.fontsize\": 13,\n",
    "    \"xtick.labelsize\": 13,\n",
    "    \"ytick.labelsize\": 13,\n",
    "    \"axes.linewidth\": 1.2,\n",
    "    \"lines.linewidth\": 2,\n",
    "})\n",
    "\n",
    "\n",
    "# --- choose run ---\n",
    "run_idx = 5\n",
    "\n",
    "# --- choose fit window in y ---\n",
    "y_min = 0.10\n",
    "y_max = 0.14\n",
    "\n",
    "# --- get data ---\n",
    "ts = ts_list[run_idx]\n",
    "t, y = get_signal(ts)\n",
    "\n",
    "# --- fit ---\n",
    "slope, intercept = fit_linear_yrange(t, y, y_min, y_max)\n",
    "\n",
    "# --- SAVE ---\n",
    "slopes[run_idx] = slope\n",
    "\n",
    "\n",
    "# --- plot ---\n",
    "fig, ax = plt.subplots(figsize=(6, 5), dpi=300)\n",
    "\n",
    "# data\n",
    "ax.plot(t, y, color='C0', label=\"Simulation\", lw=4)\n",
    "\n",
    "# freeze limits BEFORE fit\n",
    "xlim = ax.get_xlim()\n",
    "ylim = ax.get_ylim()\n",
    "\n",
    "# fit line (extended)\n",
    "ax.plot(t, slope * t + intercept, '--', color='C2',\n",
    "        label=fr\"Fit: slope = {slope:.2e}\")\n",
    "\n",
    "\n",
    "# --- find time bounds of fit region ---\n",
    "mask = (y >= y_min) & (y <= y_max)\n",
    "\n",
    "t_fit = t[mask]\n",
    "\n",
    "if len(t_fit) > 0:\n",
    "    t_min_fit = t_fit.min()\n",
    "    t_max_fit = t_fit.max()\n",
    "\n",
    "    ax.axvspan(\n",
    "        t_min_fit, t_max_fit,\n",
    "        color='gray',\n",
    "        alpha=0.15,\n",
    "        label=\"Fit region\"\n",
    "    )\n",
    "\n",
    "# optional: keep faint boundary lines (unlabeled to avoid duplicate legend entries)\n",
    "# ax.axhline(y_min, color='gray', linestyle=':', linewidth=1)\n",
    "# ax.axhline(y_max, color='gray', linestyle=':', linewidth=1)\n",
    "# restore limits\n",
    "ax.set_xlim(xlim)\n",
    "ax.set_ylim(ylim)\n",
    "\n",
    "# labels\n",
    "ax.set_xlabel(r\"$t$\")\n",
    "# ax.set_ylabel(r\"$A_z^{\\mathrm{mid},y_{\\max}} - A_z^{\\mathrm{mid},x_\\max}$\")\n",
    "ax.set_ylabel(r\"$\\max_{x} \\; A_z(x,0) \\;-\\; \\max_{y} \\; A_z(0,y)$\")\n",
    "\n",
    "\n",
    "# ticks\n",
    "ax.tick_params(which='both', direction='in', top=True, right=True)\n",
    "\n",
    "# legend\n",
    "ax.legend(frameon=False)\n",
    "\n",
    "# optional light grid\n",
    "ax.grid(alpha=0.2)\n",
    "\n",
    "\n",
    "# title (optional for paper; remove if needed)\n",
    "ax.set_title(fr\"$S = {S_arr[run_idx]:.2e}$\")\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "# --- save figure ---\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.pdf\", bbox_inches=\"tight\")\n",
    "# fig.savefig(f\"V_rec_vs_S_Pm1/fit_run_{run_idx}.png\", dpi=300, bbox_inches=\"tight\")\n",
    "\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# --- print ---\n",
    "print(f\"S = {S_arr[run_idx]:.3e}\")\n",
    "print(f\"Slope = {slope:.6e}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "np.savez(\"V_rec_vs_S_Pm1/slopes_peq.npz\", S=S_arr, slopes=slopes)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
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      "text/plain": [
       "<Figure size 2100x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# --- style tweaks ---\n",
    "plt.rcParams.update({\n",
    "    \"font.size\": 14,\n",
    "    \"axes.labelsize\": 16,\n",
    "    \"axes.titlesize\": 16,\n",
    "    \"legend.fontsize\": 13,\n",
    "    \"xtick.labelsize\": 13,\n",
    "    \"ytick.labelsize\": 13,\n",
    "    \"axes.linewidth\": 1.2,\n",
    "})\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(7, 5), dpi=300)\n",
    "\n",
    "# --- data ---\n",
    "ax.plot(\n",
    "    S_arr, -slopes,\n",
    "    'o',\n",
    "    color=cols[1],\n",
    "    ms=10,\n",
    "    mew=1.2,\n",
    "    mec=cols[-1],\n",
    "    # label=\"Simulation\"\n",
    ")\n",
    "\n",
    "# --- reference scaling ---\n",
    "ax.plot(\n",
    "    S_arr,\n",
    "    2.0 * S_arr**(-1/2),\n",
    "    '--',\n",
    "    lw=2,\n",
    "    color=cols[-1],\n",
    "    label=r\"$\\propto S^{-1/2}$\",\n",
    "    zorder=-1\n",
    ")\n",
    "# --- reference scaling ---\n",
    "ax.plot(\n",
    "    S_arr,\n",
    "    0.44 * S_arr**(-1/3),\n",
    "    ':',\n",
    "    lw=2,\n",
    "    color=cols[-1],\n",
    "    label=r\"$\\propto S^{-1/3}$\",\n",
    "    zorder=-1\n",
    ")\n",
    "\n",
    "# --- scales ---\n",
    "ax.set_xscale('log')\n",
    "ax.set_yscale('log')\n",
    "\n",
    "# --- labels ---\n",
    "ax.set_xlabel(r\"$S$\")\n",
    "ax.set_ylabel(r\"Reconnection rate\")\n",
    "\n",
    "# --- limits (optional but usually helps) ---\n",
    "ax.set_xlim(min(S_arr)*0.8, max(S_arr)*1.2)\n",
    "\n",
    "# --- ticks ---\n",
    "ax.tick_params(which='both', direction='in', top=True, right=True)\n",
    "ax.set_yticks([0.005, 0.01, 0.02, 0.05])\n",
    "ax.set_yticklabels([f\"{y:.3f}\" for y in ax.get_yticks()])\n",
    "# --- legend ---\n",
    "ax.legend(frameon=0)\n",
    "\n",
    "# --- grid (very light, optional) ---\n",
    "ax.grid(alpha=0.2, which='both')\n",
    "ax.set_ylim(0.01, 0.05)\n",
    "\n",
    "plt.tight_layout()\n",
    "# plt.show()\n",
    "# plt.savefig(\"V_rec_vs_S_Pm1/reconnection_rate_scaling_S.pdf\", bbox_inches=\"tight\")\n",
    "# plt.savefig(\"V_rec_vs_S_Pm1/reconnection_rate_scaling_S.png\", dpi=300, bbox_inches=\"tight\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "d3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
