{
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "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": "3.12.7"
  }
 },
 "nbformat": 4,
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 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Hydraulic Regime Detection\n",
    "\n",
    "**Abriliam Consulting** — Industrial Energy Management\n",
    "\n",
    "This notebook investigates the condenser water loop hydraulics to determine whether the plant operated in distinct hydraulic regimes during the monitoring period. A \"regime change\" — such as a valve position change, pump staging difference, or bypass condition — would alter the relationship between pressure drop (delta-P) and flow, and could explain the efficiency degradation observed in earlier notebooks.\n",
    "\n",
    "We use a combination of scatter analysis, hydraulic coefficient calculation, and **Gaussian Mixture Model (GMM) clustering** to identify and classify operational regimes.\n"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {},
   "outputs": [],
   "execution_count": null,
   "source": [
    "import matplotlib\n",
    "matplotlib.use('Agg')\n",
    "# Load the dataset generated in Notebook 01\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "df = pd.read_csv('chiller_plant_data.csv', index_col=0, parse_dates=True)\n",
    "print(f'Loaded {len(df)} rows, columns: {list(df.columns)}')\n"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {},
   "outputs": [],
   "execution_count": null,
   "source": [
    "import numpy as np\n",
    "\n",
    "def create_spline(x, y, num_points=300):\n",
    "    \"\"\"Create smooth interpolation for plotting (uses numpy interp).\"\"\"\n",
    "    mask = np.isfinite(x) & np.isfinite(y)\n",
    "    x_clean, y_clean = np.array(x)[mask], np.array(y)[mask]\n",
    "    if len(x_clean) < 4:\n",
    "        return x_clean, y_clean\n",
    "    x_new = np.linspace(x_clean.min(), x_clean.max(), num_points)\n",
    "    y_new = np.interp(x_new, x_clean, y_clean)\n",
    "    return x_new, y_new\n",
    "# Compute spline variables from df\n",
    "time_numeric = (df.index - df.index[0]).total_seconds().values\n",
    "time_spline, _ = create_spline(time_numeric, time_numeric)"
   ]
  },
  {
   "cell_type": "code",
   "metadata": {},
   "outputs": [],
   "execution_count": null,
   "source": [
    "import numpy as np\n",
    "\n",
    "def create_spline(x, y, num_points=300):\n",
    "    \"\"\"Create smooth interpolation for plotting (uses numpy interp).\"\"\"\n",
    "    mask = np.isfinite(x) & np.isfinite(y)\n",
    "    x_clean, y_clean = np.array(x)[mask], np.array(y)[mask]\n",
    "    if len(x_clean) < 4:\n",
    "        return x_clean, y_clean\n",
    "    x_new = np.linspace(x_clean.min(), x_clean.max(), num_points)\n",
    "    y_new = np.interp(x_new, x_clean, y_clean)\n",
    "    return x_new, y_new\n",
    "# Compute spline variables from df\n",
    "time_numeric = (df.index - df.index[0]).total_seconds().values\n",
    "time_spline, _ = create_spline(time_numeric, time_numeric)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "05da3a28",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['oat_C', 'wb_C', 'occ', 'tons', 'chw_sup_C', 'chw_ret_C', 'chw_dT_C',\n",
       "       'chw_flow_m3h', 'cw_sup_C', 'cw_ret_C', 'cw_dT_C', 'cw_flow_m3h',\n",
       "       'approach_C', 'dp_kpa', 'chiller_kw', 'tower_fan_kw', 'chw_pump_kw',\n",
       "       'cw_pump_kw', 'plant_kw', 'kw_per_ton', 'plant_kw_per_ton',\n",
       "       'tower_fan_kw_per_ton', 'pumping_kw_per_ton', 'kw_per_ton_15_sma',\n",
       "       'kw_per_ton_5_sma', 'kw_per_ton_24_sma', 'kw_per_ton_240_sma'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "3d76b97a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib\n",
    "matplotlib.use('Agg')\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# --- Use df columns directly ---\n",
    "t = df.index\n",
    "dp_kpa = df[\"dp_kpa\"]\n",
    "tower_fan_kw = df[\"tower_fan_kw\"]\n",
    "cw_flow_m3h = df[\"cw_flow_m3h\"]\n",
    "cw_dT_C = df[\"cw_dT_C\"]\n",
    "\n",
    "# --- Heat rejection on CW side (kW) ---\n",
    "rho_water = 1000.0      # kg/m3\n",
    "cp_water = 4186.0       # J/kg-K\n",
    "W_PER_TON = 3516.852842 # W per refrigeration ton\n",
    "\n",
    "cw_flow_m3s = cw_flow_m3h / 3600.0\n",
    "heat_rejection_kw = (rho_water * cp_water * cw_flow_m3s * cw_dT_C) / 1000.0  # kW\n",
    "\n",
    "# Convert to tons rejected\n",
    "tons_rejected_cw = (heat_rejection_kw * 1000.0) / W_PER_TON\n",
    "\n",
    "# Avoid divide-by-zero / garbage when tons rejected is tiny\n",
    "tons_rejected_cw = tons_rejected_cw.where(tons_rejected_cw > 1.0)  # threshold ton; adjust as needed\n",
    "\n",
    "# --- Tower performance metric (fan-only boundary) ---\n",
    "tower_fan_kw_per_ton_rejected = tower_fan_kw / tons_rejected_cw\n",
    "\n",
    "# --- Create splined versions to match time_spline ---\n",
    "time_numeric = np.arange(len(df.index))  # Convert time index to numeric for spline\n",
    "_, dp_kpa_spline = create_spline(time_numeric, dp_kpa)\n",
    "_, tower_fan_kw_per_ton_rejected_spline = create_spline(time_numeric, tower_fan_kw_per_ton_rejected.dropna())\n",
    "\n",
    "# --- Plot with splined data ---\n",
    "fig, ax1 = plt.subplots(figsize=(12, 6))\n",
    "\n",
    "ax1.plot(time_spline, dp_kpa_spline, label=\"CW Loop ΔP (kPa)\", color=\"tab:blue\" )  # ← change here)\n",
    "ax1.set_xlabel(\"Time\")\n",
    "ax1.set_ylabel(\"CW Loop ΔP (kPa)\")\n",
    "ax1.grid(alpha=0.3)\n",
    "\n",
    "ax2 = ax1.twinx()\n",
    "ax2.plot(time_spline, tower_fan_kw_per_ton_rejected_spline, label=\"Tower Fan kW / Ton Rejected\", color=\"tab:orange\")\n",
    "ax2.set_ylabel(\"Tower Fan kW / Ton Rejected\")\n",
    "\n",
    "# Combined legend\n",
    "lines1, labels1 = ax1.get_legend_handles_labels()\n",
    "lines2, labels2 = ax2.get_legend_handles_labels()\n",
    "ax1.legend(lines1 + lines2, labels1 + labels2, loc=\"upper left\")\n",
    "\n",
    "fig.suptitle(\"Cooling Tower: CW Hydraulics vs Fan Efficiency (Fan kW/Ton Rejected)\")\n",
    "plt.tight_layout()\n",
    "plt.close(\"all\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "injected": true
   },
   "source": [
    "### CW Loop Pressure vs Tower Fan Efficiency\n",
    "\n",
    "This dual-axis plot shows the condenser water loop pressure drop alongside tower fan power per ton of heat rejected. Two distinct operating bands are visible — the system appears to operate at different pressure setpoints during the monitoring period. The fan efficiency metric (kW per ton rejected) helps normalize for load variation.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "e2577361",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 6))\n",
    "plt.hist(dp_kpa, bins=30, color='blue', alpha=0.7, edgecolor='black')\n",
    "plt.title('Histogram of CW Loop ΔP (kPa)')\n",
    "plt.xlabel('ΔP (kPa)')\n",
    "plt.ylabel('Frequency')\n",
    "plt.grid(alpha=0.3)\n",
    "plt.tight_layout()\n",
    "plt.close(\"all\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "injected": true
   },
   "source": [
    "### Pressure Drop Distribution\n",
    "\n",
    "The histogram of CW loop delta-P reveals a **bimodal distribution** — two distinct clusters of operating pressure. This is strong evidence of a hydraulic regime change. A healthy, stable system would show a single peak that shifts with load. Two peaks suggest the system switched between configurations at some point during the monitoring period.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "00082476",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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iYiJTpkxpdw7GxMSwaNGiHn2HTz75hG3btgX+ffjhh0Dz8bv33nsZN24cGo0GjUZDVFQULperw2vLZZdd1ubvlmPW1dCA1hITEwkPDycmJoYbb7yRadOm8dFHHxEREcFnn32GwWAIDOVo0bLfW/bz2LFjGT16dCCj4OOPPyY3N5cbb7yR48ePc/ToUTweD5s2bWqTTfCf//yHhQsXMmrUqDb7+aKLLgJg/fr17b5rKMw5IYQ4s8hEakII0UNnn302Z599NtCcwnvvvffy17/+leXLl7N8+fLAmObOxhFDc+ryBRdcwIkTJ3jggQfIzc3FYDDg9/s577zzaGho6FMZy8vLOXLkSKeVy9ODlqSkpB69/9ixY1mxYgUqlYqIiAjGjBnT7aRPlZWVaDSadunGKpWKxMREKisre1SG7qSlpXH48GFcLhcGg6Hb56tUKubPn8/q1avxer2sXbuW+fPnB7bPnz+fhx56CEVRWLt2LYmJif2SmtryvTs6BqNGjQoEPt09r3UKLoBGoyEuLq7NY4mJiW3eqzNvvPEGdXV1gfTuFrfeeis//OEP+fjjj7nwwgvbbHv88cdZtGgRYWFhWCwWUlNTu/yMFrfddhtvv/124D3/9a9/4fF42gTDN910Ez6fj+eee46rrroKv9/POeecw+9//3vOP//8oD7ndD3Zn0uWLOHhhx9m06ZNFBQUYLFYmDp1KkuWLOGTTz7hd7/7HZ9++mmbYLC8vBxFUQKNFqfLyMho83dPz0GAKVOmdDiR2g033MCnn37KAw88wDnnnIPJZEKlUnHxxRd3eG05/XfSMrFYsNehTz75BLPZTHh4OCkpKW3er7KyksTExHbDMOLj49FoNG1+i4sXL+ajjz4KvOf5559Pbm4uCQkJfPLJJ4wfP56GhoZ2+/n9998fsGudEEL0Bwm6hRCiD8LDw3nwwQf561//yr59+4BTY1iLi4s7DTz27dvH7t27eemll7j55psDj7eMhewri8WCXq/vdOKr0yvqPR2XHBEREWh4CFZcXBw+nw+73d4m8FYUhbKyMs4555wevV93LrzwQtasWcP777/PddddF9RrFi5cyDvvvMPWrVvZuHEjjz32WGDb/PnzcTgc7Nixgy+++IIrrriiX8rZEqCUlpa2a6g5ceJE4Fi1ft7pWj+vhc/no7Kysk0AVFZW1ua9OvP8889jtVrbTRR2/fXX89Of/pTnn3++XdCdkZHR498ENB+nUaNG8eKLL3LhhRfy4osvMmPGDCZOnNjmebfeeiu33norLpeLDRs28OCDD3LJJZdw6NChQIZIT/Rkf86YMYOoqCg++eQT8vPzWbx4MSqVisWLF/PnP/+Zbdu2UVhY2CYYtFgsqFQqNm7c2OHs2Kc/1l9LazmdTv7zn//w4IMPtpmJ3+PxcPLkyX75jNN1FvxD837eunUriqK0+Y4VFRX4fL42r1u8eDHPP/88X375JVu3buXXv/410JyJ8/HHH1NQUEBUVFSb2ectFguTJ0/mkUce6fDzR40a1eZvWcJMCDEUJL1cCCGC1FHlHE6lgrdU7i644ALCwsJ46qmnOn2vlorf6RXvZ555pt1zu+p10ul0HT5+ySWXcPToUeLi4gI9863/9WY28L5avHgxAK+++mqbx99++21cLldgO3T+vXriO9/5DomJifziF7+gpKSkw+e88847bf5uSRf/61//itPpDEzWBM3p1XFxcTz22GOByaH6Q0tK8en7Zdu2bdhstsB+mTlzJnq9vt3ziouL+eyzz9rsvxYta6m3eP311wHafK/T2Ww2Pv/8c2688cZ2vYfR0dEsXbqU9957r98yE8LCwrjppptYtWoVGzduZPv27V3O3G0wGLjooov41a9+RWNjI/v37+/V5/Zkf4aHhzNv3jw+/vhjPvvss0Dv+ty5c9FoNPz6178OBOEtWtaHLykp6fAczM3N7VW5u6NSqVAUpd215Z///GdgorXBtHjxYurq6li1alWbx1955ZXA9tbPValUPPDAA4EVBaA502Dt2rV8/PHHzJs3r83v8pJLLmHfvn2MHTu2w/18etAthBBDQXq6hRAiSBdeeCEpKSlceumlZGVl4ff7+eqrr/jzn/9MVFQU99xzD9C85NX999/P7373OxoaGrj++usxm80cOHAAh8PBww8/TFZWFmPHjuWXv/wliqIQGxvL+++/3y5FGAhUzv/+979z8803Ex4eTmZmJkajkdzcXFasWMEbb7xBRkYGERER5Obm8uMf/5i3336befPm8ZOf/ITJkyfj9/spLCxkzZo1/OxnP2PGjBmDuv/OP/98LrzwQu69915qamqYPXs2e/bs4cEHH2Tq1KncdNNNbb5zR98Lmivm69ev73Zct9ls5r333uOSSy5h6tSp3HXXXcycOROtVsvhw4d59dVX2b17d5sZlHNycoiPj+fdd9/FarWSnZ0d2KZSqZg3b15gJvWeBN01NTWBNcFbs1qtzJ8/n9tvv53/+Z//Qa1Wc9FFF5Gfn88DDzxAamoqP/nJT4DmgPeBBx7g/vvv59vf/jbXX389lZWVPPzww0RERPDggw+2eW+tVsuf//xn6urqOOecc9iyZQu///3vueiii5gzZ06nZW1Z1s5qtbYLlKB5zHNjYyOvvvpq4DffV7fddhuPP/44N9xwA3q9vt0M69/73vfQ6/XMnj2bpKQkysrKeOyxxzCbzb3OkOjp/ly8eDE/+9nPAAI92nq9nlmzZrFmzRomT55MfHx84PmzZ8/m9ttv59Zbb2X79u3MmzcPg8FAaWkpmzZtIjc3lx/84Ae9KntXTCYT8+bN449//CMWi4XRo0ezfv16nn/+eaKjo/v987rz7W9/m//93//l5ptvJj8/n9zcXDZt2sSjjz7KxRdf3CY7ID4+nkmTJrFmzRoWLlwYGLKyZMkSTp48ycmTJ/nLX/7S5v1/+9vf8vHHHzNr1izuvvtuMjMzcbvd5Ofn8+GHH/L00093OdRHCCEGxRBO4iaEEMPKG2+8odxwww3K+PHjlaioKCU8PFxJS0tTbrrpJuXAgQPtnv/KK68o55xzjhIREaFERUUpU6dOVV588cXA9gMHDijnn3++YjQalZiYGOWaa65RCgsLFUB58MEH27zXfffdp4waNUpRq9UKoKxdu1ZRFEXJz89XLrjgAsVoNCpAm9nC6+rqlF//+tdKZmamotVqFbPZrOTm5io/+clPAjNSK0rz7OV33nln0Puhu9m4W5w+e7miKEpDQ4Ny7733Kunp6Up4eLiSlJSk/OAHP1CqqqraPK+r79Uy03OwysrKlHvvvVfJyclRIiMjFZ1Op4wbN0654447lL1797Z7/rJlyxRAufrqq9tt+9vf/tblLNEdaSlvR/9aZmhvampSHn/8cWXChAlKeHi4YrFYlBtvvFEpKipq937//Oc/lcmTJweO6eWXXx6YobnFzTffrBgMBmXPnj3KggULFL1er8TGxio/+MEPlLq6uk7L2tjYqMTHx3da3tb/cnNzFUVpPyt4b82aNUsBOpz1/+WXX1YWLlyoJCQkKFqtVhk1apSybNkyZc+ePUG/f2flDGZ/Koqi7N69WwGU8ePHt3m8ZUb4n/70px1+7gsvvKDMmDFDMRgMil6vV8aOHat8+9vfVrZv3x54TrDnVIuWWcPtdnuH24uLi5WrrrpKiYmJUYxGo/KNb3xD2bdvn5Kenq7cfPPNgee1zF5++ioHLfuq5TrT23K0qKysVL7//e8rSUlJikajUdLT05X77rtPcbvd7Z77k5/8RAGURx55pM3j48ePV4AOj7ndblfuvvtuZcyYMUp4eLgSGxurTJ8+XfnVr34V+L23zF7+xz/+scuyCiHEQFApymmLtQohhBBiWLvlllt46623qKurG+qiCCGEEGc8GdMthBBCCCGEEEIMEAm6hRBCCCGEEEKIASLp5UIIIYQQQgghxACRnm4hhBBCCCGEEGKASNAthBBCCCGEEEIMEAm6hRBCCCGEEEKIAaIZ6gIMNL/fz4kTJzAajahUqqEujhBCCCGEEEKIEUBRFGpraxk1ahRqdef92SM+6D5x4gSpqalDXQwhhBBCCCGEECNQUVERKSkpnW4f8UG30WgEmneEyWQa4tKcufx+P3a7HavV2mUrkBBnAjkfhGhLzgkhTpHzQYhTQv18qKmpITU1NRBzdmbEB90tKeUmk0mC7iHk9/txu92YTKaQPGGEGExyPgjRlpwTQpwi54MQpwyX86G7YcyhW3IhhBBCCCGEEGKYk6BbCCGEEEIIIYQYIBJ0CyGEEEIIIYQQA0SCbiGEEEIIIYQQYoBI0C2EEEIIIYQQQgwQCbqFEEIIIYQQQogBIkG3EEIIIYQQQggxQCToFkIIIYQQQgghBogE3UIIIYQQQgghxACRoFsIIYQQQgghhBggEnQLIYQQQgghhBADRIJuIYQQQgghhBBigEjQLYQQQgghhBBCDBAJuoUQQgghhBBCiAEiQbcQQgghhBBCCDFANENdACGEEEIIIcTA8vv9FBYWUltbi9FoJC0tDbVa+t+EGAwSdAshhBBCCDGC2Ww23n13NXl51bjdEBEBWVnRXHHFhWRnZw918YQY8SToFkIIIYQQYoSy2Ww88cRKHI4JpKZejcEQj8tVwa5dGykqWsnddy+TwFuIASY5JUIIIYQQQoxAfr+fd99djcMxgYkTr8NkSiEsTIvJlMLEidfhcExg1ao1+P3+oS6qECOaBN1CCCGEEEKMQIWFheTlVZOaOheVStVmm0qlIiVlDjZbFYWFhUNUQiHODBJ0CyGEEEIIMQLV1tbidoPBEN/hdoMhHre7+XlCiIEjQbcQQgghhBAjkNFoJCICXK6KDre7XBVERDQ/TwgxcCToFkIIIYQQYgRKS0sjKyuaoqKNKIrSZpuiKBQXbyI7O4a0tLQhKqEQZwYJuoUQQgghhBiB1Go1V1xxIRbLIQ4cWIHTWYTP58HpLOLAgRVYLIdYuvQCWa9biAEmS4YJIYQQQggxQmVnZ3P33cu+Xqf7eUpKmtfpnjYthqVLZbkwIQaDBN1CCCGEEEKMYNnZ2WRmZlJYWEhtbS1Go5G0tDTp4RZikEjQLYQQQgghxAinVqsZPXr0UBdDiDOSNG8JIYQQQgghhBADRIJuIYQQQgghhBBigEjQLYQQQgghhBBCDBAJuoUQQgghhBBCiAEiQbcQQgghhBBCCDFAJOgWQgghhBBCCCEGiATdQgghhBBCCCHEAJGgWwghhBBCCCGEGCASdAshhBBCCCGEEAMkZILuxx57DJVKxY9//OPAY7fccgsqlarNv/POO2/oCimEEEIIIYQQQvSAZqgLALBt2zaeffZZJk+e3G7bN77xDV588cXA31qtdjCLJoQQQgghhBBC9NqQ93TX1dXxrW99i+eee46YmJh223U6HYmJiYF/sbGxQ1BKIYQQQgghhBCi54Y86L7zzjv55je/yZIlSzrcvm7dOuLj45kwYQLf+973qKioGOQSCiGEEEIIIYQQvTOk6eUrVqxg586dbNu2rcPtF110Eddccw3p6ekcP36cBx54gEWLFrFjxw50Ol2Hr/F4PHg8nsDfNTU1APj9fvx+f/9/CREUv9+PoihyDIRAzgchTifnhBCnyPkgxCmhfj4EW64hC7qLioq45557WLNmDRERER0+59prrw38f9KkSZx99tmkp6fzwQcfcOWVV3b4mscee4yHH3643eN2ux23290/hRc95vf7cTqdKIqCWj3kCRZCDCk5H4RoS84JIU6R80GIU0L9fKitrQ3qeSpFUZQBLkuHVq1axRVXXEFYWFjgsaamJlQqFWq1Go/H02Zbi/Hjx/Pd736Xe++9t8P37ainOzU1laqqKkwmU/9/EREUv9+P3W7HarWG5AkjxGCS80GItuScEOIUOR+EOCXUz4eamhpiYmJwOp1dxppD1tO9ePFi9u7d2+axW2+9laysLO69994OA+7KykqKiopISkrq9H11Ol2HqedqtTokD9SZpKVBRY6DEHI+CHE6OSeEOEXOByFOCeXzIdgyDVnQbTQamTRpUpvHDAYDcXFxTJo0ibq6Oh566CGuuuoqkpKSyM/P5/7778disXDFFVcMUamFEEIIIYQQQojghcQ63R0JCwtj7969vPLKK1RXV5OUlMTChQt54403MBqNQ108IYQQQgghhBCiWyEVdK9bty7wf71ez+rVq4euMEIIIYQQolN+v5/CwkJqa2sxGo2kpaX1Kv2zv95HCNFMzqnQE1JBtxBCCCGECH02m413311NXl41bjdEREBWVjRXXHEh2dnZg/4+Qohmck6FJgm6hRBCCCFE0Gw2G088sRKHYwKpqVdjMMTjclWwa9dGiopWcvfdy4Kq3PfX+wghmsk5Fbokz0AIIYQQQgTF7/fz7rurcTgmMHHidZhMKYSFaTGZUpg48TocjgmsWrUGv98/KO8zEvn9fsrLy9m3bx/5+fln5D4QPSfnVGiTnm4hhBBCCBGUwsJC8vKqSU29GpVK1WabSqUiJWUONtvzFBYWMnr06AF/n5GmJTXY6fSTn1+DTiepwSI4ck6FNunpFkIIIYQQQamtrcXtBoMhvsPtBkM8bnfz8wbjfUaSltTgr75KwGS6gAkTfonF8l127UrgiSdWYrPZhrqIIoTJORXaJOgWQgghhBBBMRqNRESAy1XR4XaXq4KICLpd3rW/3mekaJ0anJ29DL3eIqnBokfknAptEnQLIYQQQoigpKWlkZUVTVHRRhRFabNNURSKizeRnR1DWlraoLzPSHEqNXhuF6nBVRQWFg5RCUWok3MqtEnQLYQQQgghgqJWq7niiguxWA5x4MAKnM4ifD4PTmcRBw6swGI5xNKlF3S7JnB/vc9IIanBoq/knAptMpGaEEIIIYQIWnZ2NnffvezrtYCfp6SkeS3gadNiWLo0+CWJ+ut9RoLWqcEm06h22yU1WARDzqnQJUG3EEIIIYTokezsbDIzMyksLKS2thaj0UhaWlqPe9H6632Gu5bU4F27NjJx4rI221pSg6dNk9Rg0T05p0KTBN1CCCGEEKLH1Gp1vyw91F/vM5y1pAYXFa3EZlvJ5MmT8PnMuFwOios3fZ0avEwCJxEUOadCjwTdQgghhBBCDLHWqcFOZyn5+W+j00lqsBAjgQTdQgghhBBChIDs7GzGjx/P/v37UalUmEwmSQ0WYgSQoFsIIYQQQogQoVarSUhIID4+XoLtAeb3+2XssxgUEnQLIYQQQgghzig2m+3rWb6rcbubZ/nOyormiisulFR+0e8k6BZCCCGEEOI00gs6ctlsNp54YiUOxwRSU6/GYIjH5apg166NFBWt5O67ZQy96F8SdAshhBBCCNGK9IKOXH6/n3ffXY3DMYGJE69DpVIBYDKlMHHidRw4sIJVq9aQmZkpjSyi38gvSQghhBBCiK+19ILu2pWAxfJdMjPvx2L5Lrt2JfDEEyux2WxDXUTRB4WFheTlVZOaOjcQcLdQqVSkpMzBZquisLBwiEooRiIJuoUQQgghhKB9L6jJlEJYmDbQC+pwTGDVqjX4/f6hLqropdraWtxuMBjiO9xuMMTjdjc/T4j+IkG3EEIIIYQQSC/omcBoNBIRAS5XRYfbXa4KIiKanydEf5GgWwghhBBCCLruBVUUP15vPeXl5eTl5Ulv9zCVlpZGVlY0RUUbURSlzTZFUSgu3kR2dgxpaWlDVEIxEslEakIIIYQQQtC2F9RkSgk8brfbyMtbzYkTJdTXO3j22U/YuTNPJlYbhtRqNVdccSFFRSs5cGAFKSlzArOXFxdvwmI5xNKly2QSNdGvJOgWQgghhBCCU72gu3ZtDMxsbbfb2Lp1JfX14/H5csjIiCA9fTS7dm2S5aWGqezsbO6+e9nXM9Q/T0lJ8wz106bFsHSpHE/R/yToFkIIIYQQgva9oMnJszhw4AOczhQ0mkmYzSeZODELs9mKySTLSw1n2dnZZGZmylrsYlDIr0oIIYQQQoivtfSCTp1aTmHhXzl2bBMajYlRo+qZMSMHq9UKyMRqI4FarWb06NHk5uYyevRoCbjFgJGebiGEEEIIIVpp6QVds2YNf/nLR2Rmzic21tpuRnODIZ6SElleSgjRNQm6hRBCCCHEsOT3+wcsPVitVpOVlUVi4heEhze2C7hBlpcSQgRHgm4hhBBCCDHs2Gy2ryfCqsbtbp4IKysrul9nFO9oYrUWLctLTZsmy0sJIbomQbcQQgghhBhWbDYbTzyxEodjAqmpVweWfNq1a2O/zig+XJaXGsgefyFE30nQLYQQQgghhg2/38+7767G4ZjQpvfZZEph4sT+n1E81JeXGowefyFE30jQLYQQQgghho3CwkLy8qpJTb263TjrUzOKP09hYSGjR4/ul88M1eWlBqvHXwjRNxJ0CyGEEEKIYaO2tha3u3nm8I4M1IziLctLhYrB7vEXQvSenIFCCCGEEGLYMBqNREQ0zxzekTNlRvFTPf5zu+jxlzXEhQgFEnQLIYQQQohho2VG8aKijSiK0mZby4zi2dkjf0bxYHr83W5ZQ1w0Z0Xk5+ezd+9e8vPz8fv9Q12kM46klwshhBBCiGEj1GYUbz1zuMFgAMDlcg34uO/WPf4mU0q77WdKj7/omky0Fxok6BZCCCGEEMNKqMwo3jqgqaiwU15eAESSkJBCfLxpQIMbWUNcdEcm2gsdEnQLIYQQQohhZ6hnFG8d0ERGTsFuX4vLNQ1FSUOlgoSEeHbtOjBgwY1arebyy89n//7n+PzzQlJS5pKUNJX6ekdIrSEuhoZMtBdaJOgWQgghhBDD0lDMKN4yPvbpp1+moGAc06dfw5YtT9LQkE1S0nUA2O37KC52MXv2tdhsbwxIcGOz2XjvvY+pq4PS0t0cOfI5BoOPjIx0zjtvQkisIS6GzlAsrSc6J0G3EEIIIYQQQWhJJ9++PZ8dO/KJjJxOdfX7VFaWERt7davexDQcjl3U1NQMSHDTupd97Niryc21Ulp6hKKijRiNR7jssiUScJ/hhmppPdExySUQQohhRGYgFUKIodES6O7alUBU1DcxGHIxmRZSVuanoqKGxkZD4LlarQGfDzweT7/PIn562rDJlIJGoyM1NYeZM+/A45nOv//9idwfznCytF5okZ5uIYQYJmQG0u61nkV4sMd3jmSyX8WZ7vRA1+ksIDx8M2q1G6t1GpWVG6ioOEJU1NmoVCoaG11oNKDT6fo9uJG0YREMmWgvtEjQLYQQw4DMQNo9aZQYGLJfhWgf6JrNaVgs0ZSWbsRiWYbJlEhNzRbc7klERERQU1NIUlIEJpMJm+2//RrcSNqwCEaoLa13ppOgWwghQpzMQNo9aZQYGLJfhWh2eqCrUqnJyroQp3MlDsdKYmLOpq7uDUpLX0SnG4/RqJCcHI/N9ka/BzeyPrcIVqgsrSck6BZCiJAnqYRdG86NEqGctj2c96sQ/a2jQNdqzWbGjGXk5a3mxImd6PWFGI2FaLUxxMcnA6YBCW46ShtWFAWn04nb7aawcDVz5kRL2nAICIVr/FAvrSeaSdAthBAhTlIJuzbcGiVaKmG7d+9m06adlJWBx6MKubTt4bZfhRhInY2PtVqziYubwPbt/8v48Wp+9KPvoVarcblcAxbcnJ42rNdnU1RUQ1lZGXV1e9Drv2LChFwOHjwYEteSM1UoDc0ZiqX1RFsSdAshRIiTVMKuDadGiZZK2Nath9m3rwCf7yxSUs4lN3c6kZFKSKVtD6f9KsRA6258bHp6Fd///i2MGzduUMrTkjb8zDP/x4cfrqS+PhqTycK4cYnExt7OgQMneOSR57nvvlvJyckZlDKJU2Rojjid5BUIIUSIa+lhKSraiKIobba1zECanX3mzkA6XJZFaamE7dxpxeGIR6u9jqSkn1NVNYbt2w/j8eiYOPE6HI4JrFq1ZsiX+xku+1WIwdIS6E6dWk5l5fMcOvQYlZXPM21axZAEUZmZmVgsFsaNW8gll/yE6dOvQ6WayZEjJoqLM9m4MYKf/vShwBKTstTk4OhoSbewMG1gaE6oXOPF4JKebiGECHEyA2nXhsOyKK0rYcnJ53H48GGioxeg05nR6SZht+8jL+8oc+ZYQiZtezjsVyEGWyiNjy0sLOTQoRqysr6Lx6PDZttPfX0cZnM64eEGIiIS2Lv3QW666cekp+ei00WH3DCWkUiG5oiOSNAthBDDgMxA2rnh0CjRuhLW0FCFzwfh4S2zIKswmdJwOHbhdDqJigqNtO3hsF+FGAqhMj7W6XRSWVlNREQ5+/YV4nJlEB8/KRDoqVQmGhoUSksnYzAsZOHCC6mvt0uK8wCToTmiIxJ0CyHEMBFKPSyhJtQbJVpXwvx+HxoNeL0V6HTNY/S1WgO1teDxeFCpakMmbTvU96sQZyqbzcarr76DzZbPgQOvUl3dgNE4mvp6LQZDNoqiUFGxA7/fQFLSrdTVnaSuroHoaFl9YKAZjUZ0OoUTJw6j1VrQ6XSYzeZAY4gMzTkzhUzQ/dhjj3H//fdzzz338Le//Q1oTl97+OGHefbZZ6mqqmLGjBn87//+r0wIIYQ4Y4VKD0soCuVGidbjo83mNCyWaEpLN2K1NqdtNza60GhAq9VSXPxZSKVth/J+FaK/hcIST91pmR/Cbp9AUtJ0SkutqFQK9fXHKSlZSXLyMtTqRGpqtmE2Z2A0ZnHy5BY8Hg8w8lKcQ+2YuVwuyssPcPDgvzAYFhMersJiiSAraywWi0WG5pyhQiLo3rZtG88++yyTJ09u8/jy5cv5y1/+wksvvcSECRP4/e9/z/nnn8/BgweldUgIIUQ7odoocfr46KysC3E6V2K3r8BonI3TaScuzklJyYdYrUdCLm07VPerEP0plJZ46kzr+SFycq4jIcFBbe0uKis1aLXn09ioUFa2Eo3GSljYV8THP4LX24BGAzqdLvA+IyXFOdSOmc1m48kn30KlmoHZXI7XW0JY2DRKShqw29eSlFRFRkZZyF3jxcAb8qNdV1fHt771LZ577jliYmICjyuKwt/+9jd+9atfceWVVzJp0iRefvll6uvref3114ewxEIIIUTPtIyPtlgOceDACrTaKM4+eykxMQcpK3sAr/cPWCxrmT7dIeMshRgCLb3Hu3YlYLF8l8zM+7FYvsuuXQk88cRKbDbbUBcRaD0/xFxUKhVWq5U5c87CYnHQ0LAZvz+curpdxMYewmpNR6OJpaamEIslArPZHHifkZDiHGrHrHWDyHnn/Yy5c29j1CgHTU0rCQv7N07nB8Cn3HXX1XKNPwMNeU/3nXfeyTe/+U2WLFnC73//+8Djx48fp6ysjAsuuCDwmE6nY/78+WzZsoU77rhjKIorhBBC9Mrp46PdbsjIUJg9O53Zs6czZcqUIU+LFOJMdPoSTy1jb1uWeAql8c8dTdIVHx/PhRcuYOPGnbhcZhQlhalTr8dm+y8FBa+TkHAuWVmnJlgbCasPhOIxO33Wcqs1G4slE6ezEI+nFo+nFq93NQaDYVDKI0LLkAbdK1asYOfOnWzbtq3dtrKyMgASEhLaPJ6QkEBBQUGn7+nxeAJjVgBqamqA5pNT1sMbOn6/H0VR5BgIgZwPZ7LMzEx+8YvxFBUVBcYfpqamtqkUnom/CzknxFAqKCjg4MFqUlOvQqVSACWwTaWC1NTZ5OW9QEFBAenp6QNenq7Oh6ioKPR6cLnKMZmSA4/Hx1uYP38aX331OWVlJZSVrcBq9dLUVEZ0dDQ63Vh8vgbq6+0UFW0kImInEyfOo6CgoN01aDgY6GPm9/u7vE53pKamBo8HDAYL4A+UJTq6uWHD5/Nw+PAaampq5FrXA6F+fwi2XEMWdBcVFXHPPfewZs0aIiIiOn3e6evbKYrS7rHWHnvsMR5++OF2j9vtdtxud+8LLPrE7/fjdDpRFGXYXdiF6G9yPgi9Xo9erwfA4XAMcWmGnpwTYiiVl5cTG2ti1ChQqyvabTcYVCiKifLy8sB5O5C6Oh90Oh3Tpydx7NjnmExzgVN1YpNJQaNpICFhLgsWzCQyMhKPx8MXX+yipOQtXC7wel3ExFSi1Uazbt1Rtmw5SnKygZkzp5Gamtqv38Fut9PQ0IBer8dqtfbruT2Qx6yoqIjPP99JSYmLxkbQaglqHymKwujRJiIijqDXW9ptr6+3M3q06euZ5duXWXQs1O8Pwc6LMGRB944dO6ioqGD69OmBx5qamtiwYQNPPvkkBw8eBJp7vJOSkgLPqaioaNf73dp9993HT3/608DfNTU1pKamYrVaMZlMA/BNRDD8fn9g7FEonjBCDCY5H4RoS84JMZQaGho4ebIGlQpMpvZrK9fUFHPyZA0JCQnEx3e89nJ/6u58WLJkLk8++SZffNFESspsIiOt1NfbKS7ejMVyiMsvv4asrKzA86dNm0ZRURF79uzhzTfX4fGcQ2rqPAwGKy6XnU2bNpGX9yF33dX2db2Vl5fHqlVrOHjw1ORmmZnRLF16Qb+8PwzMMfP7/axdu5Z//vM/1NXlkpl5NVFR8UHvI4vFgtm8lq++2kt29rI2nYSKomCzrWXq1DBycnLkOtcDoX5/6KrzuLUhC7oXL17M3r172zx26623kpWVxb333ktGRgaJiYl8/PHHTJ06FYDGxkbWr1/P448/3un76nS6NrMztlCr1SF5oM4kKpVKjoMQX5PzQYi2Qu2cCLVliMTASU9PJzMzml27NrUZHwzNwVJR0WamTYshPT190H4DXZ0PEydO5Ec/apkf4oVAYDt1agxLl7afiFGtVpOens6//vUeHs+5p42BTiU7u3kM9HvvfUxWVlafvqPNZuN//udNHI4JpKZejcEQj8tVwa5dGykqerPfJors72Nms9l4++3/8vbbn+FwnEVMzFjc7hNkZemxWoPbRy0TZhYVreTAgZWkpMwJfP/i4k1YLIdYunQZGs2QT6k17ITa/aG1YMs0ZEfdaDQyadKkNo8ZDAbi4uICj//4xz/m0UcfZfz48YwfP55HH32UyMhIbrjhhqEoshBCCCHOAKG2DJEYWG2DpRWdBktqtTpkGmOys7PJzMwMuiynT/LVWn+t293R5GaK4sfv9xEXl0NBgZ133vmI++4LfnKzzvZ3T45Zd1pmQS8oiMHjyWbUqO+hVsdQWlqA07mPiRPTMRgMmEy5HDjwZpf76PQJM0tKmq8f06Z13CAizhwh3dTyi1/8goaGBn74wx9SVVXFjBkzWLNmzbBe3kAIIYQQoaV1xb68vJy33tpEZWVmBz11K2VJtxEqmGApmMaYwQzK1Wp10AFyR7Oet9Yf63afHtjb7Tby8lbjcFTj84Hf76K01MaMGbksWbKk2/frbn/3R4DbuqEgLS2HgoJ30OmSUKu1GAyJFBQcpbh4B7GxFsLCvMBhdu/e3eV+72mDiDgzhFTQvW7dujZ/q1QqHnroIR566KEhKY8QQowkodJD059G4ncSg6t1xb6hQeHIkR14vecwb97iwFjRUFw6SvS/roKllt7QjtOmmxtjgJDNkDAajURENK/PbTKltNveH+t2tw7s7XYbW7eupL5+Ambz1YSHx+PxnODEiX/y7LP/Jjk5uct9Esz+bgm8+xLgtm4o8Pt9aDTg9Vbg8+koKdmPz5eGWq0jKmo0Pl8BlZXhrFy5lgkTJnRZ/p40iIgzQ0gF3UIIIQZGT9Nlh0MwKynAoq9Or9h7vfXs31+P1zuLL788wIwZzZP3tDCZctmy5Tm2bNnCrFmzQu6cEH3XUbAUzJrQzz77Kg0NGiors0IyQyItLY2srGh27drY4Rjo/li3uyWwr6srIy9vNfX1E7BaT32WShVDTMxi6uqOdtl41dM1uPsS4LZuKFCrNVgs0ZSWrqe+PgOvN46oqIk0NBTR1OTH7d7NuHFT8Xis0vgmekyCbiGEGOGC7TFo/fxQD2Z7+p2EOF1HFfvy8r2oVAYSE+dRWXmIvLyjWCwWHA4HeXlHqaioobq6hMcff42ZM7eH1DkhBk5346GTk2ezbt27JCXN4Zxzug8SB0pXjaX9OQa6My2B/aZNq7DbqzCbT+0vRVGoqSkkKUnP+PHns23b/7BmzRomTJgAgMvlCpR5MMaftzg9AyAr60Ls9uepqrKh199AU1MdinKCmpr1mM35ZGUtQ6uN6rfPF2cOCbqFEGIE62mPwXAIZnv6nYToSEcVe53OiEYDPp8dkykNh2MXx48f58CBQurr44iIMBETk018/MXs2pUfMueEGFjdjYf2+XScPOknNzd7QIPEroLqYBpLB3qSr5bA/quv/oeTJ91EROjw+300NrqoqSkkMrKShIRR7NlTwLFj+fzudy9RX18HRJKQkEJ8vImsrGhycsYM+PjzFqdnAFit2UycOJeysufw+1XU19cSGeklLW08WVnLsFqz8fk8/fb54swhQbcQQoxgPekxSElJ4YUXVnD0aBLZ2d/AaIxGpVKFXDA7mL0gYuTqKJAym9O+Ti/dSFzc1dTUKBw8eJT6+kQslhwcjjdISrKQkjIDOC9kzgkxsLobD+10lgA+zOb0Dl/fWZDYk2E8LUG1zVbFyZNO1GoPWVlWbrnlWtRqddCNpQM9yVd2dja3334lhw8/S23tOlwuKxoNJCVFkJAwikOHTuB0etFoTDidZhobJ6EoaahUkJAQz65dB9i/fy0ez8COP2/RUQaAxZJFbGwWbvcErFYv06ZNISNjKiqVut8/X5w5JOgWQogRLNgZa3fv3s3//u8LvP32HjSaSZSX78ZiiSArayxWqzWkgtnBmIVXjHwdBVIqlZqsrAtxOldSVvYKiqKjutqEwRCGw/EGkZGHyMpaFqh8h8o5IYLT27kquhsPXVm5k9jYJjSaiA5f31GQ1lXPdGZmZpvXt2QgHTtmoK5OTW2tEbdby549+axZczfp6bH4fBdy9tnXBr5PV42lAz3J16JFi7j66r1s3uwkLW0uERERmEwmNm/+EpcrFo1mD42Ntfj9i0lKal4G2G7fR3Gxi9mzr+XAAT9u9yoKC9eTk3PDgIw/b+30DICGBgW9Pg+Nxsi8eT8gPv7UvWYgPl+cGSToFkKIESyYGWs9HjtvvrmRigorGs0E4uMvoanJ+/UapfuZMSMHq9UaMsHsYMzCK0a+zgIpqzWbc8+9hg0b/khTk4PaWh06XTZJSZZAemmLUDknRPf6MldFd+Oh09KKmTBhEsXFmzGZUrsNEk8fxhMZaaG0dBfr1m1g//5nuO++72KxWIBTw2mOHTNQWVlHfX0mZvNcwsNVNDRs59ChT8jL20Jycg0ez5eBhlIYuswftVrNlVd+g+LilTgca0lJmcPJkx5OnCikqakWnW4vfn8yZvP8VsODmodz1NTUkJo6j2PHthARsYsDB9QDMv78dKdnAJSXz+WttzZht3+KTjfwny9GPgm6hRBiBOuuh6aoaANudwXh4UvJzp5FefnLNDVVotOlYLVOwm7fF5hMKlSC2cGYhVeMfF0FUnb7bubMSWPOnMW88cZm4uMvJiVlRqCHu0WonBOia/0xV0XX46GvBeCJJ7qfpOz0OSkcjjx2734Lh6Mar1fh4MEq/t//+y2//e3/Iz4+nsLCQmy2Kurq1NTXZ2K1Xkd9vYPS0v14vRlERv6Qmhod9fW1nDihb9NQCkPXMHT6/iovr6a+Pp+xY+cSH7+QvXt3ER5+qgdZqzVQWwsej4e4uHh0OivXXDOV/fuPD8j48460zgDIzc0lOTl5wMa/izOPBN1CCDGCdddDo9Ntw+tNJi1tPkbjqMB41pZlXlp6H6qrqzlxIjSC2cGYhVecGboOpK77uufLwa5d+cB5bV4rDTzDQ39OvNjdeOhgJilrPSeFw5HXbi1rne4IBw++zptvfkJUVBRNTU2cPOmkttaI2TwXAIfjKF5vHJGRk/D5qqitzcHj2YPJZKK2Vh1oKFWpVEE1DA3UEpGt91deXh7PPvsR6enXoCh+bLZdeL0V6HTN2UqNjS40GtDpdIEyT5kyhUsvvXTIlq8c6PHv4swiQbcQQoxwXQUWEycu5LXXdmEwxLcZz2q3r8BkmoNGE0tDQwU22xuMHVseMsHsQM/CK84c3VWspYFneOvviRe7Gg8dTJDWMidFZKSF3bvfareWtdE4Aa93EU5nAe+99zHXXnsparUHt1tLdHQ8Ho+T+no3Ot3Er1+jJzw8Dq/3JE1NtZhM6Tgcu3A6nZjN5m4bhnqTdt+TIL1lf6WlpbFzZx67dm0mO3tZmwZe4OvlxJrHftts/w2UeaDHn3dnqD9fjBwSdAshxBmgs8pgYWEhb7+9KzA+2mrNZsaMZeTlrcbheJ6Ghnp8vkOcddZZ3HrrtSEVzEovhOgv3QVS0sATWnoS9A32xIvdBWktc1KUlu7C4ahus5Y1NPf4hoersFgmkpf3XwCysqzs2VNAY2M5Pp8Wvx/CwgwoikJjYw1GYyRer5Pq6nXExV1KY2MjlZXHKCk52GXDUG/S7k8P0nU6hcREhTlzpjNlypROj4Varebyy89n//7n+OKLQqKjUzl58gAnTrwApGE0KiQnx2OzvSGNWWJEkqBbCCHOEB1VBjsaH221ZmOxZFJdXYDNtpKzzprMo4/+Go2mf28Z/ZHSKL0QYjBIA0/oaLt0Vj1qdSNZWdHccssycnJy2j2/q4kXFcXPiRM7aGgox+l04vf7B/yYtlxz163bgNertBnXrCgKNTWFjBoVQUxMEkePgsvl4tvfvoaPP/4Jx4//k9jYZahUfjyekzQ1+dFo6omMLMJqzSEy0kdp6T+orz+OyzWac85J7bRhqDdp96cH6Q0NlezZs4oNG47xzjs2Jk1ay4wZozvsJbfZbLz33sfU1UFp6W6OHPkcjcaJRrOBiIhE4uOTAZM0ZokRS4JuIYQ4g3U1PvrEiS8YO9bNrbde328Bd0ugvXv3bjZt2klZGXg8qh7NJCzEUJAGnqF3aumsROrqMqip0ePxVLNnz27Wr/8Nv/nNrVxyySVtXtPZxIt2uw2b7SOOHv0Kk8nLM898zIYN23t0DepNw2HLNXf//mc4eLAKne4IRuMEGhtd1NQUEhlZSVbWRDyeciIioLy8nC+/3Eds7CgKCz+jsLASv38UKlUVJlM8Wm0eMTElTJ9+I3FxE9i+/X8ZP17NPffcwejRozstT0/T7n0+Hy+8sIKjR5PIzv4Gbncp27ator5+AklJt+F02nE4itm5s7ZdL3nrYH3s2KvJzbVSWnqEoqKNWK2HufnmC0lKSpLGLDGiSdAthBBnuMFKn23podq69TD79hXg851FSsq55OZOJzJS6dFMwkKI4aEvGS2tX2swGHjnnY84diwRh2MCDQ0WzOZ0YmIMNDZeQHHx0/zud88wZsyYNj3eHTUsNjScZMuWVzl50kJs7CXMmjWrx9egvixBlp2dzf33f4+f/OQhDh58HY9nMeHhKpKSIsjKyiEuLhaHYx1xcV7eemsjlZVZnHXWo0yYUMnGjS+Sn78Fj+cDqqujMBpTUKvnU1vroaJiJenpVXz/+7eQkZHRZRl6knZvs9l44YV/8fbbe9BoJlFWtguX6z9ALsnJ19LY2Eh4uIaTJx1Mnz6H0tLVgV5yoMMe9dTUHFJSJnLgwAp27LBx771LJNgWI5oE3UIIIQY8fbalp8NuH4fD4USrnYnVeilVVYVs336YGTNyejyTsBAitPVlkq7Ts2F8vmqOHz8BXIHHY8FqnRQI4CIizCQnX09Z2QFefvkN/vCHh9pcP1o3LNps/+Srr3ZQU3MWEybMIzt7XGB5rWCvQf2xBFlOTg5//etDPPbYi1RUHCQ1dQ6JieOor7djs60kK6uU2lo/lZVZZGdfS01NDdXVdajV3yAx0U99/Xo0mt0YDNGcOLGW6up3+eY3J3L77TcG1WjZVdo9nFoOr7y8nLff3szRowY0mgnEx1+Cy3UEh6MJjWYcHk8+Xq+apqYmvN5qtm7dQWZmNjbbQQoLCwH6dSI7IYYrCbqFEEIAA5c+23rsYHLyeRw+fJjo6AXodGZ0ulNrgc+ZY5EKmBAjRF8m6eooG6a+/gClpf9HY6OX1NSodgGcTpeATpeAzWbv8PrR0rC4ZcsWHn+8mvj460lJmdjmfYIJAvtzCbKcnBx+9avvfN0w8RaHDzc3TEydGsPUqRP517++IDJyIps3f4nd3kBZWSkeTyKxseOJjx+LorzO2Wefj1ZrorBwHRZLU6B3uTudpd3DqeXwpk6N5osv9uBwTCA7+zzKy1+mqamSsDBQq/XU1Zlwu9XExCSi0bhRqaI5edLEvn0VxMfXBCana92jrigKTqcTj8eDTqfDYLAGPZHdQC1tJsRgkKBbCCHEgGo9drChoQqfj8DkQa3XAnc6nURF9e9MwkKIwdeXSbo6y4bJzo7FZErixAkdNTWlREePPm3W7wp0Oh1+f2On1w+1Wo3ZbEavj2HUqPHtAnfofjbz1tczUKiuLsDjqUWnM2I2p/W44bCjLKOUlBS2b99ORUUN5eUVuN2J6HTJqFQKev0knM4aamurMRiq0GqNJCZORq+P4eDBni191t1yeOeeO5tXXtlEauoyjMZRgWW+oqJm4PXWolL5ADOKEkZjYxFRUSZGjTqHEyc+RVFKMBgMqNXqQI+6x6MjL+8oDocbnw80GoiKcmKxVHe5jjj0LZ2/JySwFwNFgm4hhBADqvXYQb/fh0YDXm8FOl1zSqNWa6C2FjweDypVLRERdFsBE0KErp5O0hVMNkxJSS0WSzRlZQXU1kbj8TiJiIgGWmb93kRMjIbYWHOX149g06o7e4+W61lDQyW7d7+Fw1EdCCAtlmjGj1+I2938vGADuNOzjPx+PxEREVRUlFBbC6NGTcLlqsDrbcDvP4LX68HrLaau7jC7d79FWJiWmJiMHjdYdjefh8/nC1y7VSo1WVkX4nSu5OTJWvz+BmAPTU1W6uvz0eudWCw5gAooBOqBUz3q69d/0Gos/kTCww00NtZRUPA0Pt9RXC5Xp+Xsj3T+YAxWYC/OTBJ0CyGEGFCtK7lmc1qgt8Rqbe4Ba2x0odGAVquluPgzpk2LIS0tbaiLfcaQnh3R33q6Nnb32TCplJZ+wdixZ6HXv01NTRn19Va02hwaGyuoqdlEZORBoqKimDgxvMvrRzBp1V1dg4xGIx6Pnc2bX8Xnm4bZfDXh4fF4vRWUlm7Ebn+VMWPqKS8v5733PmbnzkJcLg8Gg45p09K46qqLehDA1aNSNY+L9npdNDQ4gSQ0mhzCwgpRqbKx2zPYunUlOTlze9Vg2dV8Hvn5+W0aKKzWbGbMWMb27S9TVlZAU1MpirKfiIiZJCXNICzMjd2+ApOpAKs1DZfLFVife9Wq31BeXk1y8vWEh+tobDxBTc0mEhMbiI6ez7///QnZ2dntrj39mc7flcEK7MWZS4JuIYQQA+r0Sm5Lb4ndvgKjcTZOp524OCclJR9itR5h6dJlEvQNEunZEQOhdUOb0ZjcZgyv2Wxu15vcVTaMy2XHbj9MVVU1jY3RhIePQ6V6mbKyI7jdWeh0OmJiNERFRZGR4er2+hFMWnVX75GSkkJDQwUnT55NRsa1gefpdClYLNdy7FghRuN6nn32bQ4ccOP3WwAj4ObQob3s23eMBx+8s9vzy+12Ex+fDhRgt79Oba0BlcqC3w9NTR+g0RxHo7kYs3kG9fXvs3Pn/3HddZN71WDZ2XweHTVQWK3ZnHfe7TidDTidsYSHFxMdvRu3ey8+HyQlxZCSsgBF2RA4vgaDgaSkRMLD3dTVvUBdXXNmQFJSDFlZ16LVRnWakt/TrIneGKzAfqhIw2pokKBbCCHEgOqoknv22UvZu/ddios/QqOpx2JJZvr0Mf26RJnomvTsiIHSOqXY651MZaUnkIIdF6cjPHwPCxac6k3uLBsmMnIxJ04cwO02ER6eS2xsOk5nCRERZxEZeZK4uEIiIxOJjTUzcWJ40NePviyTWFxcjF6fTGxsBg7HfkymNLRaQ2Cd7djYMZSWfkRRUQVRUVdhNs8L9IQ7nRvYtu1Dnn32Ff7850e6DHz0ej3x8Rbi4+dz+PA6Skt3o9WOxuNpnrBMp7sEtToJv78Br9eKz1fNjBm5/RpMddZAoVKFodHUoNcbufDC36HTuQPj2k2mVGy2lW2yBWpra9HprCxceC91dWVtxsCrVGp8Pk+nqfE9zZrojcEI7IeKNKyGDgm6hRBiELRuaY6KikKn0w11kQbV6ZVctxsyMhRmz05n9uzpTJkyZcBa36WVv72R3rMjhpZarWby5HG89trTOJ3VxMdfitE4mvr6fA4deh+zeSO5ud8P/LY6zoZ5g8LCQ/h8s1CpLOj1Zbhc/8ZkKubccx+gomIXGRmH+da3rsBsNgcCvPz8/KDO9d4uk9gcQEYza9YsDh8uwuHYRW1tS89tBAkJOXz4YR1m8+VYrdcHzi2dLgWr9XpOnGhg3bpV5Ofnd7mWttVqJTMzml27ysjNvQK73YnJ9G28XoWaGjdVVRXodOU0NcWSkqJDpxtDQkJCbw5XlzproDj//ERKS+twONaSkjKHuLgJuFwV2Gwr22ULtDSq1Nc7iI4e3e4zuhpH39cx+MEYjMB+KEjDamiRoFsIIQbY6S3Nej1Mn57EkiVzmThx4lAXb9AM9FrgHZFW/o6N5J4dMfT8fj979hwhJWUBCQlhVFaupKqqOTDNzIxGo1nA3r1HufhiP2q1usMe1QkTzqWg4O94vSVoNBoiI00kJSWRlbUMqzUbnc5IWdlhzGYzo0eP7tW53ptlEluCwMhIhTlzZrRLnd+z5wO83khiYhZ3eG7Fxi6irOx9Dh061GXQrVarWbr0AoqK3qSgwI5GE45GE0t4eAw+XwFGYy05OaNJTEwEajh50tSnwLOrxsnOrt0HDx4MKlugL+Po+zoGPxiDEdgPNmlYDT0SdAshxADquKW5nGPHPufJJ9/kRz86s1qaB2ot8I5IK3/nRmrPjggNLY06OTnfxWgchdNZ2CaluKampF2jzuk9qpWV5ej1RsaOXcLo0QkkJqYH0pGh7W90MM/104PA6OjowDZFUXA4thMerkGrTWz3WkVRcLs1eL0K5eXl+P3+LgOerKws7r57GW+//V9KS22cOPFPYmIWk5SkJytrOlarFUVROHDgv30KPINpsOjo2h1sQ2pfxtF39NrISCtlZUcoKtpEfPxhLrvstj4FjoMR2A82aVgNPRJ0CyHEAOm8pTkZk2kuX3zRFLItzcM9JVta+bs2Ent2ROho3aijUqnbpRR31qjTOojLy8vj2Wc/IT19JmZzarvPaPmNGgwGVqz496Cd690FkGlp1TgcBqqqvkKvXxIoj8vlwuE4icOxmbCwk6xatZOSkqpus26ys7O5//5MzjtvMs8++2/q6o4yYcIFREWZcDqLgpr8rSt9abDoyX2iL+PoW79269Y/c+xYBS5XPQZDE3p9Gu+99zFqtbrXDStdHdOiog1EROxk4sR5FBYWDpt7oTSshh4JuoUQYoB01dIMKlJSZmOzvRByLc0jISVbWvm7NhJ7dkTo6EujTkuPalpaGjt35rFr1yZMps5/o8Cgn+tdBZCXXfY9nnvuNf797/VUVCRgNqfj9SoUFHxJff0JwsK2MmHCLEaPvpNduzYH1ROvVqtZtGgRAO+//wmFhXmEhRnQ61VBBa2d6UvjZG/uE30ZYpSdnY3f72f//udISppCauo8kpKmUl/v6JeMho6OqcdTjdtdgtcbz2uv7eLtt3cNm3uhNKyGHgm6hRBigHTX0hwZacXtDq2W5pGSki2t/F3r67JJQnSlPxp1gv2NulyuITnXuwog77jjJsrKnmHfvncpLzdSUbEXj8dDWJgXrdaFWn0WjY2uoHviWwe4DQ06wE1SUgOXXXYBCxYsoLi4mL179/Y4K6m3jZN9uU/0doiR3+/nvfc+prFxBjNnDkxGQ+tjunv3blauXEt4+FLS0uYPu3uhNKyGHgm6hRBigHTX0lxfbw+pluaRlJItrfzd60u6pxBd6a9GnWB+o/n5+UN2rncWQGZnZ/Pgg3fw9NMv8847G2hqyiIqagHR0RmYzSZqag6wdetKZsxY1m1PfGcBblHRRv75z1X85z+fcfKktldZSb1pnByq+8RgZS+p1WrS0tJ4/fVVNDbOICdneN4LpWE19EjQLYQQHeiPMc1dtTSDQnHxZqZODZ2W5pGUki2t/MEZihnlxZmhvxp1uvuNhuq5npmZSXx8AunplxAePg6LZRZ6fSwqlQpFmYzdvoK8vDWcd97tnfbEdxXgWq1TWL36A/R6K+effxtRUQk97ontTePkUNwn/H4/eXl5lJeXYzbXoyj+wIR6Lfozo2Gk3AulYTW0SNAthBCn6a8xzZ21NNfXl1Nd/UXItTSPpJTsln1fWPgG27Y9T1zcNMzmZDQaDyUlm0Nu3w+lwZxRXpxZOgqYU1JSepwO3dVvNFR79AoLCzl40Elm5jXU1toJCwsPBHAqlQqTaQ4Ox/OUlu5Cp1Ooqqrio48+QlEUIiMj0Wq1HD58GJutql3wpyh+Dh5cg1q9ELU6A0UxEham7XFPbLANFikpKYH1z0tKSmhoUAbtPtFyP96+vZi8PAdFRc+RlJRMVtaFWK2n7sf9mdHQ+l6oKEq7ZeGG071QGlZDhwTdQgjRSn+Pae6opVmvh7PPHsXixdeEVEtzqKVk90e2QUSEh9LSVezf/x9AQ2ysmgULxnP77TeG1L4XYqRqHTDbbDaWL3+y3ydpDMUevZbALS1tHBZLLaWlBVitkwKBrVYbT22tQl7eR6hUW7n77h1UVCjU13vRaNzMnj2OmpoGHA4Vs2erMJlOvbfTWYjDUU1s7FLq6vLxeDyBbT3piW3dYLF//+uYzVMICzPR1FSD07kbq/UIubnT2xwzn6+a48dPEBlpY8yYKe3esz/vE63vx+npV1FVlU9xsZvSUjtOZ3N6vtWa3e8ZDS33wsJCG8XFDTgcbny+5nXmLZYIkpMjhtXwJGlYDQ0SdAshxNcGaqza6S3NUVFR6HQ6EhPbr+M6lEIpTbOv2QanKmuTWbDgB/h8bpzOAhwOGw0Nlb0u13BfSk2IoTLQkzSGWo9eS+BWX28nK2ssTud+7PZ9mExpaLUGamuPUFV1mLq6o/j9o1CrL8Dny0WlikNRjlNTs5+ioj3U19ewZcsW5s5dgNVqBcDjqcXnA0UxoNGATqdr89k96YnNzs7mm9+czhNPvMzOnW/i9WoID/cxfnw4ixcv4oMPdrQ5ZnV1ZRw69CAbN76JwZBEfPypHu/+vE90dD+eODGC2tr9uFyTcDobOHDgQ6ZMiaSkZEu/ZjSkpaURG9vIv//9JjrdMqKjJxIebsDrdXHiRD7Hj6/k8suVETc8Se5vA0uCbiHEkAqli/xAjuNq3dLs9/upqKjop1L3n1BJ0+xr5byzxpO4uAmMGbOk140nI2EpNSGGwmBNvtVZj95Q3GdOb8ScMSOHvLyjOBy7qKlRqKv7FIPhCIqSjFZ7NfX181AULSZTPGr1BNTqWOrq6omM3Etl5RFsthQsFgsqlQqdzkhYmEJV1VekpRkxm81tPrsnvc02m40PPtiBybSUhQsz0Gh0+HweqquP8NJLK4mOvoTzzjt1zMzmNObN+zmrVz/Khg1PsWTJrYHx5P15n+jofmy1WgP78cQJI8eOvU9MTBHnnDNmADIaFFSqfFSqfShKDKBDUZyoVPtQqfKB9mvHD2dyfxt4EnQLIYZMqF3kR9KY5t4a6jTN/qicD0TjyUhZSk2IoTCUE1MN1X2mo0bM8847i7KyIxQVbSIy0kFdXSYnTiSi082gsrIJnS4alUqFSqUiPNyK358NlGA0HufoURdjxhhJShoPqPD7C2lqWk9m5t29zkpqfb1tPUs3QFRUItu3f4JGk9TudfHxE5kz5zb27PkLhYW1aDRR/X6f6Ox+bLVasVgsVFaO4fDhLdx++ze44IIL+n2m9JMndcyZ8x2Ki3fjcDxPbW1zenlSUgwpKbdRWbkh5CdSC5bc3waHBN1CiCERihf5UBvTPFSGMk2zPyrntbW1NDQoeL1aysvLA5PftLxfTxtPetMQ0FXPWmfbQinrQ4j+NBgNmh2dPwcPHuz2PjOQ17rOGjEXLoxh4sSL+Mc/PgIiUKli8ftrCAsLD7w2LCwCMKNSRZKbO4e8vJeoqKiltjaGiAg4//xESkvrsNs/RafrXVZSV9fbxsY6dLoEamr0VFdXoVLV4PHUotMZMZvTSE2dTX39er7znZkkJycHte96co3r6n7c3CjRSEJCNFlZWf1+nWz5vWZmzmb06Pk4nYVtvntTk5dDhzaMiAb4kbRUaKiToFsIMehC9SIfSmOah9pQTbzSH5Xz8vJyjhyxsW/fetRqa2Dym6yssVit1h43nvS0IaCrnjWgw22TJ49jz54jveqNk2BdhLqBbtDs6JzLzDRjt1fgcEzu9D7z7LOvEhcXx6FDNQPWC95ZI2ZhYSEGw1rAjaKcRK3W0NTkRaNpHp/d1OQGnGi1GozGUZx11nTuuON8zGZzm0aFvmQldXW91emM6HQ6amv38cUXX+B2N7WaTCyalJTJ6PUqsrKygrpX9DTjYCjvx6f/XqOjR7fZPpIa4EfK8mjDgQTdQohBF6oX+aEa0yxB0yl9rZzbbDbeemsjXq+BpqYaLJYr8PnqKS0twOncz7nnTsRu71llrScNAV1lcOzZ87+AhqamGW22rV+/gtdee5qUlEvJyelZ1keoDdEQoiMDGUB1ds5t3vwRR458ysyZF3R4n9Hrs/ngg5WMG7eQrKzvDmi2VUeNmGlpaUyblsahQ3vxeLai18/D5aomLKx5mSqv145abSMpKZmamuNMnx7LrFmz2twb+pqV1NX11mxOQ6M5SWXlDjSaa7FaFxMeHo/XW0Fp6Qby81/gsstSgzpmvcls6+p+XFS0gYiInUycOI/CwsJ+v2f2Zim14XrvlmF1g0eCbiHEoAvli/xgj2mWoKmtvlTOWzIoKiuzmDfvWr788k0qK9/EZJpDXNx4ysrK2LDhKebMUVi69Np+qZjCqYYAg8HAihX/7jCDIzt7Ge+8swYYzZVXnvpso3EUXm8YTudcEhImYzQmf72Gb/dZH6E4REOIjgxUg2ZXWVNpaZewd28+RUU7GT16PirVqfdWFIWiohrq66NJS1sQOK8HM9tKrVZz1VUXsW/fMbZt++/Xk3TlUlNTiUp1HL//ADExJwgPN2C1Hul0//QlKyktLY0JE0xs2fIOaWkLiIgwYTanoVKpURSFurpSwsPHEh5+FopiBNQoihFFmYSiHACUbj+jL5ltHd2PPZ5q3O4SvN54XnttF2+/vavf75nB/F5PX0ptuN67ZVjd4JGgWwgx6EL9Ih9M70F/9E7n5eXxP//z5oAHTf3dkz6QPfN9qZy3zqAwmVKYMWMZeXmrW02C4yI8PI+rr76nR/s12IYAoNMMjpqaIpqaLMBEampqiI6OBprX262sdGK1LqOysgKn0xnY1lXWR6gO0RCiMwPRoNlV1lRERARRUZMpK9uG01nYJkXY6XRSVlaGyWQhIsLU5nWDmW2VnZ3Ngw/eyTPPvML69R9SXv4BjY1ewsLcmEzjMZv1zJgRPmCTWB48eBCHw8GRIzb27PkKozGOxMQE0tKmYbfvQ6VSmDfvGmprG3A4dgUmExs1KoLk5KuprFzV7T7qa2Zb6/vx7t27WblyLeHhS0lLmz+gDY1d/V5zc6e3W0ptuDZ4yrC6wSNBtxBi0A2Hi3xXvQf90Tvt9/tZtWrNgAdN/d2TPhg9872tnJ+eQWG1ZmOxZAYmwQkL01Je/joJCQk9Kk+wDQEul6vTDA6Pp5bmCZOi8Xg8bR73+SAmZjRVVRVttkHnWR+hOkRDiK709ySNXWVNmc1mEhMTOXzYgdtd02ab2+2mrm4P48cnYja3v88MZrZVdnY2f/nLI+Tn53Po0CEURSEyMhKtVktiYiLp6ekD0nB2KlMml5kzr6WwsIaysjKOHNlNSclfOPfceJKSYklIiCI9PQYw09joDUxM2dTUyKFDq7rdR/2R2aZWq0lLS+P111fR2DijzUzrA9nQ2NHvNSUlheXLnxwxDZ6hslTomUCCbiHEoBvOF/n+Sum12+0cPDiwQVN/px8PZjpzbyrnHWVQqFTqQA+X01mEXq/qVQZFMA0B+fn5nWZw6HRGmidMqkan07V5XKMBlysfjYY226DzrI9QHqIhBtdwmxOiPydp7G6G69RUEyUl1RQWrkOvjyEy0kJp6S4OH16DRrOFlJRftUk7bzHY2VZqtZqMjAwyMjKA5mNaUVFBfHz8gBzLjjJlRo9WcDqduN1zOXDgOQoKvqCkJJzS0hXo9ZFYLNFkZV1IdHTzNT7YfdRfmW1D1dB4+u81Pz9/xDV4DvVSoWcKCbqFEENiOF7k+zOlt6GhIaigyel09mqilv5OPx6KdOaeVs4HOoOiu4aArj7fZEolLMwBHMBkuirwuNmcRlycmUOH3mfChHmYzeagyhzqQzRE/+kqqD7T54To7pxvaLDxzW9OJC7Ox7Ztf+DYsQJcLg0GQyQREVHs3PkqUVFJxMdPbPO6oci2an2co6Ki2jXA9aeOAliVSkV0dDR2u43q6hqqq6ditU6mvn4cer2V0tJNOJ0rmTFjGRZLVtD7qLtjVFS0gYwMf+Be19k9LlQaGoMpR3GxQl5e3rBpCIOhXSr0TCFBtxBiyAy3i3x/trTr9fpugyaPp5pXX32b8nJ1jyvUrcsKCtXVBW3WGe1pa/xwSGcejAyKrhoCuvv8SZMMQBU22xtttoWHN2E2byQ8PJqampSgyjwchmiIvutu+bkzfSK9YM7522+/Eb/fT17eiyQlXUJq6lySksZRVJTHxo1vsnr1o8yZcxupqbOHLNvq9OOs18P06UksWTKXiRMndv8GPdRZ4KgofvLyVuP1TiEqKpnx45M4cqSMmppwjMaLqKlp4quvVpKUNK7Lyd1aO/0YJSfPwudz43QWUlCwFrd7D17vOB555N0u73FGoxGdTuHEicNotZZAmnvLtW+wGhq7a/AsKtrMkSM7ePZZF2FhBpqaXKSmarj00iUsWrQoZOs3MHRLhZ4pJOgWQgyp4XSR78+WdqvVSmZm50HTgQMfUl19lPDw63o1YUxLWRsaKtm9+y0cjmq8XgVFcWIyaRk3bgGNjUrQvQKh0ssAXff8DXUGRdeffydAu20LFsSQm/v9r9fpDq7Mw3mIhghOV8M5CgtXEBHhxeHIHRHjSvuiu3M+MzOTP/zhCTye6cyceWpfjRkzBYMhiQ0bnmLPnr9SX78evV416NlWHR/nco4d+5wnn3yTH/2o/8vSWeDodBZit1ehVs/C660gMjKSc8+dyMGDx3A4vqKpSUtp6S5mzWriwgvn4fP5uuydbtFyjJonjHuNkyc1eL1+GhtriIlJIjv7ctLSZnd5j6utrSU/fztHjrgwGBYTGRmB1aonK2ssFotl0Boau2rwrKg4wKZNL6DXn0NU1OUUFdVSVlbGtm27+e9//8bFF3/KHXd8e8Q3homOSdAthBBBMhgM+Hx15OfvJy5uTJtWduhZS7tarWbp0gsoKnqzwzVIq6tXEx09n5ycG3pVoTYajXg8djZvfhWfbxpa7RTq63fgctVTUuLg0KF/kJjoorx8Lrm5ud2WN1TSmYNJpx3qDIruPr+zbRdf3LOxuUPdwCAGTnfDObZt+x9KSzezYMEPQjbzpD91N269q3OuqzG48fHxLFlyK4WFtXznOzPJysoa1GtF58c5GZNpLl980TQgjSedBY5lZbspKzuM251PREQY27cfxWrVk5mZQW6ulvr6Gg4eXEtDQwOvvLKpxxlYbreOpKSl5ORM48gRB5WVKsLD7ezfv4GoqESs1uwO73H/+c9/+N3vnqGoSENDwz7q63VERk6hri4eu30tSUlVZGSUDUpDY2cNnnV1ZWzY8EcUZTS5uddx4EAp9fVxREdPwWK5gvLyl/n000243Su4557r5Pp8BpKgWwghgmCz2Xj77f9y/HgeDsfbxMQsDrSyW63WXqX0ZmVldRg0ZWSA15vE2LHX9bpCnZKSQkNDBSdPnk1i4mSKilbQ2DieiIir0euTOHnyA06eXMebb24kOTm52wpAb9KZ+3uCp55M5NZfGRS9/Q7dpaF3tK03ZR7qBgYxMLobzhEXl83+/Rvx+Toe9zsSJtJrOfd2797Npk07KCtT4fGoOg3yOjt/usvSiYpKQKOJIjk5edAbKLo6zqAiJWU2NtsLAzI52OmBY0PDSb766gPq6hqJjIwjLe0cwsOhtLQAp/MAM2bk4HafpLS0DINhIVlZVwadgdXSuFBZmck551yH0+lkzx4nUVHjUKtzcTrryctbjcWSiUqlbnOPc7lc/Pa3L3LixBzS0m7A5ztJRcUqnM4PcLtduN0qkpJU3HXXg4MWyHbU4OnzVRMeXs+cOVdTUlJFfX0cVuukwHGNjb2A+vpCCgvjzpgsFNGWBN1CCNGN1sHe5Mk/Y9++tdTWHqOwMI2qql1MmhRPQ4OtVym9HQVNTqeTRx55t0+p3MXFxej1yURGJmKzPYPXO5GwsG/i8TShUpUSETEWs1lPUVEJq1atYfz48RQXF3cauPU0nbm/J3gaionchsskVcNpiIYITneBYvMyV16qq0uIi2v/nOE+kV7Lubd1az779pXg80WSkpLB5MlL0evjghpm0xK0l5SU4PPVUVdXjtmc2u55Q7mvujvOkZFW3O6BaTxpHTjabP/kq692UF8/hcREAypVIQbDIlQqFVbrJOz2fdhsRygvX4NOF83ZZ9+JWh0GBHcNPr1xoaysjLKyUlQqBb9fjaKYqK1dw6hRkxg7dkmbiURfffUdysuzSUn5PhERZiAVgyEXt7sAu30lMTGlWK0mDAZDv++j7vZf63t3SUkJzz//OWbzKHbvPoDZPLFNQ4pWG09tbXODmc22ecRkoYjgSdAthBBd6CjYi4pKJC9vNXb7JioqCtm7t55rrpnJFVf0LqW3oyVJ+prKXVtbi8ejxu/30NRUR1jYJFSqGsAPeFGrdfj9auLipvHFF89z332/o7xc1WVwGWw680AsLdaXidx601s9mMujCXG67oZzaDQRxMb6qKzcQUbGWf0ykV6oLD3Wcu7Z7eNwODLQalOwWq1UVW1i27ZVzJixrNsgr3WDWUODwvHjeRw69ALz5v2A+PhTAe5QTzrY3XGur7cPaINAS+C4ZcsWHn+8mvj4G9DpVHz55ZvY7Sswmeag1caj06k5ePA9dLodzJ17fyDgbtHdNbh144LdbufAgUI8nkQiI3OJiIjF5ztJbe1/2bnzHUymZLTaKCIiml+Xl1eNTjcHrTaq1eep0evHEB9/Ay7Xs1RV1QxJVkfre7fRaESv/4Lq6hJ8PggPb9sI0NhYgUbT3GBWUbF5WGehiN6RoFsIIbrQUbBntWZjsWTidBZSWXkYl+sDrrvussAaq33VVSq339/EwYPvMn58A36/H7/f32HF2GAwUF5eTGNjFkZjKlrtZBRFjVqtISxMR23tMerqavD59OzbV0BDQy6TJl3SbXDZXTpzf/VInx4ANK8f2/OJ3HrTWz0UvepCtNbdcI6Ski0sWJBLQ0Nxv0ykFypZHa3PveTkb3D48G6io8eh05nQ6a7Dbl9BXt4a5szJ7DTI66jBLDJyM5s2Pc9HHz3BnDlXk5aWHRKTDnZ1nEGhuHgzU6fGkJKS0qulI4OhVqsxm83o9TGMGjWesDAtM2YsIy9vNQ7H89TWglrdRGTkduLjLaSlze7wfbrKwGppXKirKycvrwSfL5HY2Bjq6vxotWpUKjd6fRoeTxx5eauJibEyfXoMRqMRv1+LTheN1+tCpzO1eV+tNp6TJz2o1Z4hz+poOZabNu0gLGxsm/IqikJNzSaSkmLQaCKGdRaK6D0JuoUQogudpf+pVGqio0cTFZXEoUObcblc/faZnaVyFxVtZseO/6OxsRq/fwwPPfRKNxXjesLCqlCrQaWqITy8uSdFURTAiaJ4OHToQ3y+s8jOvhajMRqn04nHE86oUd+gpMTfYXDZVTpzfywt1lEAkJDgx+Op6VHvf297q4fD8mhiZAtuKaxvA+1nw+/pRHqhlNXR+txraGhs02OoUqkwmebgcDyP01lIVFRSu/WQU1JSOmwwGzNmIQZDAhs2/JG9ex+joSFrSGYqP11nx7m+vpzq6i+wWA6Rmzud5cufHNAGkdN73Fs3LHs8tXg8tVRV1aNSNfUqA+tUQLoau30sZvNEDIYwPB47Llc5fv9nmExmoqIWcuTIn5gzJ4alS+9Ar9cTGxtJdXUDVVUFbcZIA3g85Xg85WRnpw/58ogtx7Kw8A0KC0twOHwkJs7F67VTU7OJyMhDZGZeQ0nJFlnO8QwlQbcQQnShp7N291eK5ump3DabnWPHCtBqz2HmzKWBnprOKsYul4uEhHRUqjpcrmLq61cTFfVt/P56PJ5CdDon4eEeTpwoICPjerxeL5s2bcXhcOPzgUYDUVFRfPHFth4Fl31dWqyzAOD48fWUla3A7f6A8867vdt02r70VofS8mjizBXscI6+TKQXalkdrc89v78ejYY2PYbN42L5Ogg8FlgPWaOJ+rpxTuHQIQdjx3Y0U/lElix5iMLCvw7JTOWd6eg46/Vw9tmjGD16Gh98sGPAG0Q66nFvaVhuXsJyBeeck4rf72f37uAn02zREpB+9dVTVFXlo9ePQa9Pwmr1UFr6HxRlDxrNbJqaSjGZvCxbtpDs7Gz8fj/Z2TFUVJTidhux2/dhMqWh1RrweOooKfkXycknufnmXwz5cYTmY3nPPdcSEfF/fPjhPzh+/HWMRguJiYmkpc3Fbt8tyzmewYY06H7qqad46qmnyM/PByAnJ4ff/OY3XHTRRQDccsstvPzyy21eM2PGDL744ovBLqoQ4gzVk1m7+ztFsyWVOz8/n7///VnU6qWcffZtgZt1VxVjo9FIfLyVhIT5aLVrOHz4Xaqrj6PVTiYqKhG9Xkt19Va02gZSUjL48ssD1NfHYTZPJDzcgNfrorLyMGVlJezevTvooLsvS4t1FQDk5NxAbW0p1dVr2L8/itTUeV2m0/altzpUlkcTIpjZ6fsykV6oZXW0PvfM5mQslghKS0/1cLaMi62rK2PLlpfR688hPf02oqIScLkq2L37Pxw9uoNRoyo7PHejohLRaKKHZKbyrpx+nKOiotBqtbz88puD0iASTGbFFVcsA6CkJLjJNDv6jrfffhmHD/+N2tr/pa7OgEYDubnRJCd/B4NhNI2NdhobxzNlypR25QKoq6uhpqaUkyer8Xj2kJxs44EH7iAnJ6dP378/ZWdn85e//J5LLvmMf/97DcXFjYSF1aAoG4Y8s0IMrSENulNSUvjDH/7AuHHjAHj55Ze5/PLL2bVrV+AE+sY3vsGLL74YeI1Wqx2SsgohzkzBztp98ODBAUnRVKvVqNVqqqoiyMr6RrsKTWcV41ONBWVccMHvmTBhLQcPfkJNzZeoVJG4XAWMH+/AbB5HcfEx6uvHtEnd0+lMmM1Wysoi2bx5B5deemlQFbveLC3WorsAYOLEazl27DhjxhyivPxwl+m0femt7st3EKK/DeTs9KGW1XH6uZeVNRancz92+z6MxlRqatYTE6Owa9drKMpo5s37AWZzc9lNphSys6/l4MFi9u5dRXx8LipV22tWXxrMBnqiudbH2e/3s3fvXg4ebL4egkJ1dQEeTy06nRGzOa3fG0SCzawI5jmdWbRoEVddtYctWzSkpS0gIsKE2ZyGSqX+ukf9M6ZNi21zbW07y/pOTp6sR61uJDs7hptv/m1IBdwt1Go1S5YsYdGiRSExOaEIDUMadF966aVt/n7kkUd46qmn+OKLLwInkU6nIzExcSiKJ4QQQPeVkczMTP7whyf61CPRVYWuNxXj1o0FNttKUlLmsGTJbEpLd1FcvBGrNYZf/vL/8corb7Fy5ZckJc1vF1zW1m4mJSWD0lJ/0BW7ni4t1low31Ons3LjjVdgNpvb7avW+9DpdKLTKb3qre7LdxBiOAm1rI6Ozr2zzx7H3r07KC5+A43mKwyGGBoaGpk795o2M5EDREdHk5JyDkVF71BdXUBMzJjAtr40mHWXxTQQAXlDQwNuNzQ0VLJ791s4HNWBoT8WSzTjxy/s9+XEgsmsCOY5nVGr1Vx11UWUlKzE4dhPSsocmpq83V5b+/KZQ0mWcxSthcyY7qamJt58801cLhczZ84MPL5u3Tri4+OJjo5m/vz5PPLII+0uskIIMdC6uunn5+f3KUWzuwpdbyvGnTUWLFzYPElNdnY2c+Yc4513nsPpfB+Yj1YbT2NjRWDil9zcpZw8+W6PKnbB9picLtjvaTab2+3H0/ehTqdQXn6AiorgxoD313cQYjgZqqyOroLU0889txsyMhRmz9Ywe/b30Ol0PP/856SltT8HVSoVubnTKSt7FZttJTk5N/S5way7iea++c3p7NlzpN8nOtPr9Xg8DjZvfhWfbxpm89WEh8fj9VZQWroRu/1Vxoyp7/cGkWACxb4Ek729tkoAK4a7IQ+69+7dy8yZM3G73URFRfHuu+8yceJEAC666CKuueYa0tPTOX78OA888ACLFi1ix44d6HS6Dt/P4/Hg8XgCf9fU1AAEltYRQ8Pv96MoihwDMeydXvn0+/3U1NTg8YDBYKF5Hey2DAYLJ040X49arkUt50NeXh5PPtk8bi8l5SoMBisul52vvtpEcfFK7rrrGiZMmEBWVjRffbWR7OxlqFSqr5cgqcHtdlNYuJrZs6NJSUlpd45lZmbyi1+Mp6ioKFDBTU1NDfQMT548mdzc0TgcR3G5juByNfekjBoVQ1bWNWi1UTQ0NE+q1pPzt7vP7UhKSkq779mieZmkTYHlc1q/R2f70G5/g5KS/7B1K0yceBGRkVbq6+0UF2/Gaj3E5ZdfEziG/fUdBoPf7++wTMOZ3COGztKlF1Bc/CY22wpSUmb3+Dzpqby8PFatWsPBg6eC1MzMaJYuvYCsrCyg63OvoKCAyMgvcLnKMZmS271/ZKSf3NwUxo93UVHxPCdOnArqLr/8GjIzM9t9l87OqZZ5JiorJzBx4rJWWUyjmDhxGVu3/pXf//4lUlOvIDW14+t3y3fqCb/fT1xcHG63nerqaYwZc03gHA8LG4VWew3Hjxfi8exk1KhRw+68CdVrqwhNoX5/CLZcKqV57Zgh09jYSGFhIdXV1bz99tv885//ZP369YHAu7XS0lLS09NZsWIFV155ZYfv99BDD/Hwww+3e/zQoUMy6c0Q8vv9OJ1OzGbzsK8cCnG68vJyXn/9U0ymC9DrLe2219fbqa39mBtuWExCQkLgfDCZTLz99n84diyGtLS5QNs1WgsLNzJ2bDVXXXUJJSUlvP/+JmpqktHpUrDb66murqah4Tha7XHOPjudb3xjEampqT0qu9/v56233ufYMTOxsdn4fA2Eh+sxGKyAqk0ZBuPcLSoqCnxPiyUbnS4aj6cah8OGyVTCpZfOafMdT5W/ZR8quFx2vN4GNBo9xcWbgMNER6fh9YJWCykpUZx33tRe7Su73U5DQwN6vR6r1Tro17OioiI+/3wnJSUuGhubv09ysoGZM6f1+PuEErlHDK2Ofle9PU+6+5yW89tqnYhOZ8bjcWK3H+jw/O5I+3O+4+vmlVd+E4fD0e352tU5pdVqu7i2+/nqqxVUVjYxY8YVREVFdViO3lw7/X4/BQUFvP76p5SVZdHUlEJkpBWNJgKfz019vZ2wsGISEmx873uXkZCQ0KP3F2I4CfX7Q21tLRMmTAjU6zoz5D3dWq02MJHa2WefzbZt2/j73//OM8880+65SUlJpKenc/jw4U7f77777uOnP/1p4O+amhpSU1OxWq1d7ggxsPx+PyqVakgqqUIMNIvFgtm8lq++2tthD63NtpapU8PIyckJtOSrVCoaGhrYsaOUuLiLqalpX2lSq89j+/YXuOQSD9OnT8dgMPDcc6/y3nsrqK+PxmSKIyEhkYSEq9m7t5zS0g971bOyZMlcnnzyTfbtUwI9XVVVzT1dFsshFi++ZtDm1oiPj8dgMHzdE3agVbpmDJdffmG771ZQUBDYh8eOVZGXt4bKylNjHw0GiIvzctNN52A2mwM9KkCPeouD6Z0baHl5ebz44odf9+hfTFRUc6/apk2byMvr3bEPFXKPGFrx8fFMnTp1QDMo/H4/L7ywgry8RLKzr8LrVeH1AiRjNmdjs61Er9/Cz39+Z7ef23LN+uKLpna98y3XrKSkJJKSkrp8n+7OqQsvPIv8/BomTBiH19t2Il+ns4Ddu6vweCaTnh7Vbuhj6+t3enp6j/dVQUEBdrsPi+U8Dh8u4vjxwsB1LS4ugvHjZ2C370OlUsmwSzGihfr9ISIiIqjnDXnQfTpFUdqkh7dWWVlJUVFRlxdRnU7XYep5ywzAYuioVCo5DmJEajv5z8pOJ97SaE5dclUqFXV1dTQ0gMGQALQ/LyIjEyguhrq6OtRqNVlZWcTFWcjIWNDJzK8reO+9j8nKyurReTZx4kR+9KOWMXYvBILKqVOHZvzyxIkTycrKIj8/n0OHDgEwYcIERo8e3e57tezDhoaTbNu2ivr6CW3GPlZWrqO0dDsnT55k7ty5QPdj6E9ns9n4n/95s5MxnW/221q5XfH7/axatQa7/fTJ+lLJzr6u18c+lMg9Ymip1WrGjBnT/RN7qWV1gpSUq1GpwtpsU6kgObl57ovi4uJux+72xzUrmHNq8+ZdaLUKLpej3TwTbncdDQ0edLpotNoITr+Gn3797qnIyEh0uuY1u2fPPg+n04nH40Gn02E2m6mpKUanA5PJJOdMEAZ69nkxsEL5/hBsmYY06L7//vu56KKLSE1Npba2lhUrVrBu3To++ugj6urqeOihh7jqqqtISkoiPz+f+++/H4vFwhVXXDGUxRZCiHZ6MzlMTydIKyws5NChGrKyvtvu+X1dUzfUZoc9ePDgaYHxFx0GxkajEZ1OYc+e5oDbaj1VedbpUjCZLqGsLI/Nm3dx6aWXBpZ2s9vHYTafT0SEiaamGnbu/KrDpd06WzvcaExm1KhvYLM5efHFN3j00V+3aVTpb6G2nrIQPdXfy5P19ZoVzDlVWppHYqJCfn77iea02ig8nnKs1gbMZnO79+/rzO9Wq5XMzFOT3EVHRwe2ydKFPdPThlYhBsKQBt3l5eXcdNNNlJaWYjabmTx5Mh999BHnn38+DQ0N7N27l1deeYXq6mqSkpJYuHAhb7zxhozNFkKEpJ5WAlNTU3s0c/BAr6kbKrPDdjdbcOvAOC0tjcREhQ0bjhIbewMulwuNRhPIeKqtLSIl5RxKS3eSn5/Pu++u5tixRLzeDA4ftuPz2b9O18ygtrau3dJuHVXM7XY7eXlHcTjcNDTEcuTIRyjKb7nttusHrAIXauspC9FTA7E8WV+uWcGdUyrmzJlGXd1X7ZYPLCnZQmLiSaKiStu9tj+CYrVazdKlF1BU9KYsXdgHPbmfCDGQhjTofv755zvdptfrWb169SCWRggh+q4nlcCergcdamvqDoTOepY7W/NcrVaTnh5Pbe3nVFUdIzy8kbCwCHQ6L1ptHTExdeTmTufkyV0cOnSIrVvzKS2djc8XhdmcQ3i4Aa/XRVlZARpNDF98saVNb/HpFXO73c7Wrfupr4/DbJ6I0aihomI7u3cbeOKJgavAnQnHXoxsnS1Ppih+qqsLsNlWctZZflJS2v++B0Kw59SUKVOYMGFCuyym6dNjuOWWO/jggx1BB8U9TXHOysqSpQv7oKf3EyEGUsiN6RZCiM6MxDFZPUlLH6o1dQdTT9OobTYbn39+hIiIaBSlBr+/HJ+viZqaOqKiGpgw4Wz0eoWIiOZ9dOxYBT7fWOLjJ7VKQzdhtU6ivLyRY8dW4XQ6A5/ZumJuNCaTl3eU+vo4rNbm17vdRej1kWRnL+PEiS8GrAJ3Jhx7MbJ11MjY0HCSvXvfpbj4OBpNPXp9MsuXPzkoab89OafUanWnWUxjx44N6vrd2xTnUBv6M5zIsBwRSiToFkIMCyN5TFawlaqe9owPRz1Jo27pxfB4ziErK52yskaMxqk0NTUSFqaltraIsrJKGhuPMX16DAaDAZernuhofYcVML0+Aqezvk2KduuK+ahR38DhcGM2T2y1VvomkpJiiI5OR63W9LgCF2xD0plw7MXQGoxGzdaNjFu3/oF9+wrw+c4iJeUqcnOnExmpDFrab0/PqdOzmPx+P/n5+fh8Pq677jIAXC5Xh/uurynOoTL0Z7iRYTkilEjQLYQIeWfCmKxgK1W9mbCtt/qjEt7T9+hJGnVLL0Za2tUkJNRSU7OS2tqPMJnmoNVG09gYxtGjHzBqVANLl36XxsZGDAYfDQ07MBqz2vVsud27MBia2qRot66Y22xOGhpiMRo1uN1F1NRsIjLyEFlZy1Cp1D2uwPW0IWkwj704swxmo2Z2djbjx4/nvvt+R0NDLtnZ1xIdHR04Hwcz7be351RX++v06/hISXEejplmMixHhBIJuoUQ/WYgbsojpcLSn/qabhjMceqPSnhv3qMnKZ/79+8P9GKYTCnMmLGMvLzVOBzPU1sLanUTJtNurrnmu2RnZ5Ofn09GRjrHj+/Gbg/7OjiPp7GxgpqaTYSH72bMmLR2MxG3VMxfeGEFR458REXFdvT6SJKSYsjKWobV2vxdelKB621DkqSaiv42FI2axcXFlJermDTpEkymmDbbBjvtt6fnVE/313BIce7unjBcM81kWM7wbCwZqSToFkL0i4G6KXdWYVEUBafTSUREJtu27fg6oMroj68yLPQ23TCY49QflfDevkdPUj5P78WwWrOxWDJxOgvxeGrxeGrxetVMmTIFaK6AzZgxHrfbh9dbRmVlc3Cu0UBSUjQaTQLnnRfeYQUsOzubxx57APgtu3cbyM5eRnR0OipVc+WlJxW4vjYkSaqp6C9D1agZamm/wZ5TvdlfofZdT9fdPWE4Z5qd6cNyhmtjyUg1Mn9lQohB1XJT3rUrAYvlu2Rm3o/F8l127UrgiSdWYrPZev3eHVVY7HY7mzZtZe3ar9i+3cGOHfn87W9P9+lzRpqW8YZ79+4lPz8fv98f1HE6vVJpMqUQFqYNVCodjgmsWrUGv9/f5WcH+x4dlbOlZ3nq1HIqK5/n0KHHqKx8nmnTKtotF5aVFU1R0UYURQFApVITHT2a+PhJ1NYWMHFibCAIbqmAZWS4iI2NZ/r0C5g9+1KmT7+AmBgrGRkuli69oNMKmEaj4bbbrmfsWDcnTnxBTU0JPp8Hp7OIAwdWfF2B6/z1LU41JM3touerisLCwqCPtxC9MVS/xdYNZh0J1bTf3uyvUP6u3d0T9u/fz7vvrsZuH8eoUefR0FBFbe0JjMZRQd8Phlrr+4nD8U927fo1R478iTFjDnLXXVeP2OBzIOtlonekp1sI0ScD3VNyem/m6Us2RUScRKUaw5EjKQO6ZNNw0lHr9oQJJhwOBw5HbpvjZDQmM2rUN7DZnLz44hvcfvuNfU6FDDad8rPPPuPLL/d12grfXcpnb3ox2o7hPExd3anlf4IZFx3sGNCuUvpCvedLnDmG6rc4XNN+e7O/QvW7BnPvfvnlN8nLq6Cy0snhw4fx+ZozgyyWaLKyLgyJ1PhgZGdn4/f7qap6g+rqOvx+HaWlCu+99zFqtXrE1RlkWF5o6lXQXVRURH5+PvX19VitVnJyctDpdP1dNiHEMDDQ49VaV1iys69ts2QTgN3+AUlJKZx99p3YbCvP+BtJZ6mAW7a8w5EjNmbOvDZwnOx2O3l5R3E43DQ0xH49XrmUigoDaWlWqqur8Xg86HQ6zGYzKpWKyEgrhw652LFjB0CH48OCqZjabHaeffbfKMrMLlMWO/vNtAS1Pp+Pq66azRdf7OHQoeAmQurruOjuXt9dSp9M7iNCxVD9Fodr2m9v9ldn37WuroxDh94jKiqPc865cjC/BhDcvXvbto85ejQfg2EW0dELCA+Px+utoLR0I07nSs4+eylud+g3ENpsNp588i0cjmzGj799WKXI98ZwmEfgTBR00F1QUMDTTz/Nv/71L4qKigKpfABarZa5c+dy++23c9VVV4XcRVIIMXAGuqekdYVl+/YXOHHChMm0EI+nuM3s0Wp12Bl/I+mqdTstbQF79nxFYWENo0crOByONhkDRqOGiortHD2qoqhoL+Xl7+D3J7Xq2YggISGWggIbpaWHeeEFL++9t7fD8WGnr23tdDpxu900Njai1WppbKygrKwAtXop55zT81b41kFtQ4NCU5OT5ORwLrhgCrm5uZjN5m6D6L6Oi+7s9cGMf8zMzBzQni+ZOEcEayh7YYfjbPy93V+nf1ebzU55eQFgICEhmVde2cSXX+4b1LG23d27IyOtnDhRg9c7DrP5UnS65gkmdboUrNbrsNtXsHfvKjIylD43ygzkNetM7PUNtl7mdDrJz8+Xe8UgCSrovueee3jxxRe54IIL+O1vf8u5555LcnIyer2ekydPsm/fPjZu3MgDDzzAww8/zIsvvsg555wz0GUXQoSAwegpaamwPP30y+zfn4dKtZfw8LB2s0efCWm5XVVOWrdug0J1dQEeTy06nRGdLgqjMY6ysjKqq6vbZAyoVCrc7iL0+kjS0i5m3769VFVtIyvrN+h0RrxeF/n5+9i9exthYccZP34qU6feS329o8OegpaK6fr1H+D1TqakxElVlQuv14tG04RKtR6Npo7Jk8/ucSt866A2MnIKDscOysvr+fLLSlavfpuLLtrPpZcuHpJKRLCVu3vvzRywXj6ZOEf0xFD3OPc062SoG5T6sr9avutnn33Gs8/+G7V6KZmZFxIVldBhw9xA6+7eXVZ2BK/Xx6hR51BTU4hONylwTVOpVBiNsyku/ojZs9P71Cgz0NesM7HXN5h6mcdj59VX36G8XCX3ikESVNCt1Wo5evQoVqu13bb4+HgWLVrEokWLePDBB/nwww8pKCiQoFuIM8Rg9ZRkZ2dzzz23U1T0BFFR84iNHY/ZnBaYPRpGdlqu3+/ns88+49//XkNxcSNhYWb0elWbm2RL63ZDQyW7d7+Fw1Ed6KmOizNhNKopLd2Nw3EWdnsDOl0GLpeLsLAwams3kpQUTWmpD5PpKurq3uXkybeIi7uQ8HArjY0VuFyHiI2tYPLkH6HRRHTaU6BWq5k8eRyvvfY0DoedpqbzUJTphIdX43Z/hEq1j6amBPbts2M02tvdWzprPGkd1FqtU/jyyzepr5+A2XwdcXFWCgtfZcWKVfz3vzYyMjKIjzcNaiWiJ5W7gejl6+9Zhoc6wBGDY6h7nIPNOgmVBqW+7q8vv9yHoszsMsvn5z8fP+Dfo7t7d1HRJgyGJs4++xvs2HEUu30fJlMaWq2BxkYXTqcdjaae2bOn9/q60N016667rsZgMPTpGnQmzqHR3bE9cOANqqvLCA+fRVra/BGfbh8qggq6//jHPwb9hhdffHGvCyOEGH4Gs6ckLS2NsWNN7N69k5iYcW22hfLkO31ls9l45pn/48MPbdTXx2AyxZGQYCQtbTq7dpUFbpJGoxGPx87mza/i803DbL46MAavrGwjPt8+wsIKycvTU1JiQa1OoKmpmqambURFHWT8+KXk5zeSmHgZlZU7iY09QkNDMZWVLurqDhMdPZGoqPPQakcFytZRT4Hf72fPniMkJ8+joaGUysr30WqjUalUxMVF09S0gMbGI9TWQl7eUSwWS6BSoCh+TpzYQUNDOU6nE7/f364nPyXlSvbseYf6+glYrc0VCpfLhtt9FLd7CZGRE/B4ooiLG82uXZsGrRLR08pdf6653d8plKES4IjB0Zff4mA0zoTaslW93V/BNswVFRWh1+sH8it0e++Ojz+MXp+GwaBixoycr+f/2BVYZjEuzonFkhxYkrGnurtmffHFs/z0pw8RHz8Rj0fV62vQmTiHRlfHtqhoA9XV64mOvoScnBvOiHT7UBH0mO5f//rXLFq0iFmzZhERETGQZRJCDDOD0VPSEgQcOlTD0aM2Dh48QErKGHJzr0Cvj+23AD/UevdsNht///sbbNqkQ1F+yJgx8/D57JSXb6S2dgPnnnsNdjusWrWGn/3sBzQ0VHDy5NlkZFwbKLdOl4LFci3HjhVitR7G5/sMt1uFVnuQ8PAooqIMhIdfyJEjTXg8LiIiXBgMVs4779uoVGpOnNjBrl1e4uPvp7p6Ox6Pp00ZTw8mT1Usr6GsrByz2UpYGGg0RnS6NNzuIgoK7sTrzcNun4TT6SQ6Ohq73YbN9hFHj36FyeTlmWc+ZsOG7e168n0+Nw5HNWZzc8VVUfw4HKtpasohPHwWRmMEJ08eRFGMg1qJ6O0kS/2R0tifKZShFuCIwdGb3+JgNM6E6pjc3uyvnjTMDXTQDV3fuy+77Dbee+/jQG/pnDkWnE4nHo8HrVZLScmHTJ8+pteN3F1dsxwOB6WlMTidkaSkfIPRo6f3+hoUqrPHD7TOjm1Ghh+vdyxjx37zjEm3DxVBB93/+te/ePTRR9FqtcyYMYOFCxeyaNEizjvvPLRa7UCWUQgxDPRnr93pWgcBY8deTVKSir17d1Bc/CVlZb9i0qR0zjtvQp8D/FDr3WupbBYWpqBWj8VimU5YmI6wsFMT2Rw8+DG5uUux2V7kyy+/RK9PJjY2A4djf5tUwJqaQmJjR+N2x5CevoDIyCrKy6OwWpcREZEOqDhxYhe1tTZUqk9IS4shOnp0IH3/4MG91NcXotHQbrWK04PJloplRISJpiY70dETUavDAs/X6RKJikpHqz1IVVU5lZVm3O4wtmx5lZMnLcTGXsKsWbOIjFTaVLJaglqnswCfD8LDmyuuHk8h9fXVhIdfgt+vIiLCiMsFHo8HlUpFcvJstm17gjVr1pCVldXn32VnDTNDWbnrrxTKUA1wROgZrMaZkTQmNxR7Xbu6d6vV6ja9pVFR8ahUtRQXf4bVeqTbRu7eLJ2oKAp5eUdpbBxLVNRotNoowsK0vb4GDfW8BUOpo2PrdDp55JF3z6h0+1ARdNB99OhRSkpK+Oyzz1i3bh3/93//x29/+1v0ej0zZ85k4cKFLFy4kFmzZg1keYUQIay/eu1a6ygIMJkgIWEU1dVzsdneIDOzjJ///E40ml6tggiE5njYlspmXNx8CgqchIcbAtua98McHI7n8fncuN1QXl6OThfNrFmzOHy4qE0qYFJSBImJk9m06U3i43MZOzaFrVtXUlv7BSqVBq02nqgoHXb7VjyeEjIzfxcIuM3mNOLizBw69D4TJszDbDYHytFRMNlSsWxqqkGjAa/XhU5nCrymsbECg8HK2LETOH78derqGvjqq4PU1JzFhAnzyM4eFxjn3Xac451kZUWzaZONsDAFr7cCnS4Fn68Wv1+hqUmH0ahCrW4KNA7Y7XYOHMjn2LF8/vrX90hI+KJPDSndNcwMZuWu9W/M6XSi0yl9rsyPpACnO6GW1TKcDGbjzEgakxtsw1xqaioOh2PQytXZvbsvWWy9XTrR6XTicLiJjDTR1KRCpzt1zertNWio5y0YSqcf2/z8/JBr+DlT9KiGmpyczE033cRNN90ENK/XvXbtWtatW8fy5ct58MEH8fl8A1JQIcSZqbMgQKVSERMTQ07ONykre57i4uJeBwGhOh62pbKZkJCMRuNsF7xqtfHU1ioUF39JU1M5fn8OOp1CZKTCnDkzAqmALetsHzu2C/BhNqcTFzeBGTOWkZe3GofjeWprQa1uIj7eRkaGBbt9NzqdMRA0hoc3YTZvJDw8mpqalC6DyZaK5c6dXxEXl0FZWUFglnRFUaip2URSUjRqtcLVVy9m7tzp/PGPbxMffz0pKRPbHeeWSlZxcTGXX34++/c/y6FDBdTUvEZKyo9palJobKwmIqIYi2UyNTXHSEqKoLGxkS+/PIDT6cVgGMOECd8jPDyy1w0pwTbMDEbl7vTfmE6nUF5+gIqKFZx33s963cv+/9l78/A2qzPv/yNZ++pF8hLLS5zES5wEsocskISwlBQIW1imhWlnCm3Z2unbhfb9De3MtNNpZ3hbSqdAC6WUsgQICWULa0IWsu+JbCdxvNuy5EWStdmSnt8fjhUvsi3ZkiMn+l5Xr6vE0qNzznPOfe7vvV5MBGckJFpUy2TDRBpnEtE7PFZMRq/rWKLYxtM60efz0dMj0N19kClT0tDrB8qsscqgeEbjTSZcquH2iYAxu4XOnDnD1q1bQ57vQCDAqlWrYjm2JJJIIokJIQETnQ8baTuYPmVTIvFhMChobj5PXgHsdjNtbWY6O4+Tni5n8+ZjtLaaaW19lyVL7ic1NTX0LEEQzhVHCyCR9NblMBrLMBhKsNvr8Pmc+HxOenrE3HffCvbuPT6ANK5cmcbs2d/k6NHTo5LJ/oql09mFRJKGxdKNUqnA6z2EVHoEiSQLo/E0t966Hr/fj1KZxpQpM4asP5x/x0eOHOHEibN0dYkQicS0t79DR8c20tOvJiMDAoFDdHWpUavbKSmZSWVlNS5XOlLpcXJyTKSnT0ckEo/JkBKNYSbeyt1we6y19V3q6/+Ox9NOQcEq9Pp8JBIFjY27IlbmLyaCMxySOevjx0QaZy42khCJYS4YDF7oYQ5ANFFs422d2N1txeX6hNRUH6WlXx/QoQTGJ4PiEY032TAZDT8XCyIm3WfPnuWzzz4LebbtdjvLli3jqquu4qGHHmLhwoXjCu1MIokkkgiHiSABE50PG2k7mPPK5g5KSq7Gbj8ZatvS0+OmpuZVoIf8/LtYtmw5KpWA1foqDQ1/Z/dumDnzhgGXaX5+A8XFs2ho2IlOl4dI1EteU1MLz7UReZV589JDbSDDkcYbbogsJLe/Yrlnj5nq6k3Y7W7U6gBTp+azZIk0pGBWV1fj93dSW7st1AoOGGAM8Hpbef317fh885k27XZmzzZiNu/nyJF3CQQ+JCcnHav1DCkpVmbOvBmxWKCpqY5AwIlO10Bp6fqQ8jYWT1y0hpl4KXcj7bFp026hurqWU6c+oaamCpHIT3q6n5UrZ3P//feOSiSDwSDBYJC0NC8VFR+wYMHXB7zbyUhwBiOZsx4bTKRx5mIkCX2GuZqaGqqqqgAoLi6eMEIYy9SKwc8KBoPjap0olwuUllYCizEYSgd8fzLKoERMY7mUw+0vJCJmydOmTSM/P59vf/vbPPLII8ybN4+UlJTRv5hEEkkkMQ6E83IIgoDdbsfr9VJXt4Xly1PHdQHHSoGMdTuY/sqm1QozZ5ZRX99Bc/NJmps/Jxg8y8yZX2XBgtWhHOglS77H7t0AH2OzNdHYKOp3md4JwJNPRqa8hlMAoyGT/T2+drs9pHTo9fqQ4mE2m9m48QPOnm3Can2F9PQ8VKpuQITHI6OnR6Cr6yxyeQVTp36dK644T5Rmz15GefkV7N//PDNmnGbt2tXs23eCyspNnDrVidtdw7RpKygrW4/ROFCJiNYTN9Fh18MpasPtMavVyt69J4FVpKb2sGjRnQSDKbS1HcDjaRj19/qHW7e2Oqmu3kRdXSPz5t1Mfn7ZpCY4/XEp5azHExPtfZ7sJCHcea6srByU4nC+3kSk0VBjQSxTK8I9Ky3Ni8XiQK+Xnasz0pve1LdHImmd6HK5eOqpNya9kSWR01iS4fYTj4hJ9x133MHnn3/Of/7nf7Jjxw6uuuoqVq1axdy5c8OGAyaRRBJJxAKDvRxKZRn19Q5aWlro6jqKUnmY4uLZVFZWjvkSi5UCGY92MAOVzUoMBgG5vBU4RXn5I8yadeOQHOiZM+/EZnPywAPXoNfrh1ymE6m8jkTS+4f5zpnzE44da6WtrY7a2o8QiaaTk3MtoECl+gKHw09LSwY2my1kYOh7fknJdbS1NVBcXMyaNWvOEasKnn32AwoK7hiSEwjRe+Im0rM3kqLm9/uH7LG+ar9udwbZ2TNob9+JSiUnK2s2RUWXj+q9HRxuXVCQSVbWTg4ceJHdu39Ga+tUMjN1k4bgjIRLJWc93rgQ3ufJShLCnef0dB8tLR4CgcVhUxwefvgO0tPTwz5vPJ7TWKZWDPes/fvf4OTJ7Zw69TeUyrlIJGAwKCgtnYbRaIy4deIjj4gnrZEFJkcaSzLcfmIRMel+7bXXAKioqAiFmP/617/G6/WyfPlyrrrqKlauXMnChQvjNtgkkkji0kQf8Xzmmb/y3nsbcLtT0ekMzJiRTV7e92hsbOHJJ8d+iY1FgQyn+MSLmA1WNhsbG3nuuS8oLb1+hBxoEXq9ntmzZ4/6vAuhvIYL81WrLWzZ8j5wBYHALDo6apg5cyqZmbM4erSVnp5pVFScwWAwDJh3f6LUp0Tk5+dz8GAFhw6dD6Xvw1g8cRPl2RtNUbvttmVD9lhftV+9fiY9PdZzldt799ho3tvhwq2nTl1FQcGV7N//e2bMaOTRR+8Nhc1PZlwKOesThQvhfZ5sJCHcee7qauGjjx7H7c7l+uuvRqfrNQD1T3HYvPkj7rvvjrDPG6vnNJapFcM9y+eT43LNobu7DofjAFOmPEgg4KW5uRa7/QSLFs3Eao1MVibCPTVWJNNYkgiHqJOwS0tLKS0t5Vvf+hYAJ0+e5OWXX+Y//uM/eOyxx5LVy5NIIom4oKSkBIPBwPTpq8jPX4lCoUOvz0ckEofykcdziUWjQA6n+Nx88zVxawfTX9nUarUolbvHRRwutPIaLsxXJvOgVmvR6dYSCKjp6Qkwe3YpIpEds1mEWKzAZnNgt9sHFIkbznMSS0/cRHj2IlHU9uw5RkmJnsOHz+8xn8+H3w8SiYq2tnfJyRlY8Xck7+1I4dZicQolJbfQ1vZcqGfvZMfFVpTrQmMyE6NI0N+4qlb3tmx0uVwRzXO48ywIQcTifFJSllNZWY3RaAz9rc9IVlHxHFarlezs7NDzxus5jWVqRbhn9UXceDxGpk69l4aGn9HS8jQGwy1kZMygpaWFzz//A8uXC6xbd2fEPbZHGksi5ktDMo0lifAYU+Uzi8XC1q1b2bp1K5999hlVVVXI5XJWrFgR6/ElkUQSSQC9l1hVlYPS0n8eQjRjdYlFokCOrPi8wdq186mvPxDXkMvJThx6C+1U0NLSiV4vQxCEc+TRSSAgIjU1HxDT1iaju7ubzMx8DIZUmpoOIhLl4vP5Qs/qP1+TyURNTU3o3ZWUlMTUExdvz14kilpl5XPce+9yGhp2hvZYSoqMYLAVi+UvQ4rGwchGmEst3FosFp9rO/dHvviiDpNpBTk5c3G7bZMuXzRRcKENePHCwDoHViyWWkBFVpaJzEzdqB7mvvNsMt02oH2j1+sgEBCRlnY5NtuJIUZEtTqTpibweDyhfxtM4EEIFZqcMmUJjY3BUY3OkZ51u90+QI6GI7LhntU/4kYqleNyTSUjowGPp7clpUTiQiqt4PbbH41JFEQi50tfanI1icgQMel+/fXXQ2HllZWVSCQSFi1axPr161m1ahVLly5FLpfHc6xJJJHEBUIiWJMn6hIbSYGMxBN57NgZHnrodjZv/ihu7WAmczXfPkVp//4aKitrqK/fxpQpeZSWTkMu1yKRQE9PK4KgPRcmLUckElNaeh1W6/PY7RV0dxvx+1MHzHf27Pn86ldPhVXAfvSjRyLav5Hs83h69iLd41lZWQPIv8cjoFCY8fvVLFr0/QFF40Yzwlxq4dZms5nNmz+iqwuam49w+vQXqNV+iooKWLKkeNLkiyYRX/Q3rqpUl2G1fobLNQ9ByEckgqysTA4dOjmih9npdNLa6qC+vob29sC5aBRQqzvw+72IRC78fvB6vXR2doZIOThQKBhQ96O/Qc5mq6CiYgs2W2fomRoN7N5tHdHoHMlZ9/msvPTSRiwW0YhENtyz+iJupFI13d1NqNU6liy5F5FIjM/nJCVFhsXyMllZWeN7OSR+vvSlJleTiAwRk+5/+Id/YMGCBdxyyy2sWrWKZcuWRVwIKIkkkpi8SBRrciJcYpGGjN19tzpiojdWXKhqvuMt4vPb375GXZ2J9PSvMmXK+9hsDpqaVOfy/cowGFJpbv4cQZjFlCkK9Ho9AAZDKTk5WeTk7KG7+3Wqqs5XZZ89ez7vvntgXApYNPs8Fp698dYEKCwsHED+LRYLb7yxHav1CHK5NmIjzGSPmogG/RX1vrZzzc2nqa/fjlZ7mptuWpMk3EkMMK6Wla1n587f4fGUkZNzFwBW63EaGlwsW3YnZvNrw3qYLRYL1dVnEQQvBsNipFI1PT0uOjrO0tX1GV7ve8jlUzl61IzLJcLvh5QUgWDwc669tmdAwcg+g5zb3cauXa/R1TUDvf7LpKfn4fdbaW/fSkvLfo4cOTKsbBrtrJ88+RqdnS1IpUvJz79qRDka7llyuRyJBLq7u3A4dpCTk0ZqamEo6sZur0epFI37jp4M+dKXklxNInJETLo7OjpC+SzDwePxJIl4EklcREgka3KsLrHxkMZovO0TEXI50fmU4y3i88wzf2XHDjli8TRqa534/Xm43XtQKMT4/SbM5kry8mZTU/NnBOEkubm3Ewh0h8hjUZGLhx76KWq1OjRfk8nEr3711LgUsIne5+OtCdC3x/vvsdmzZ5Obmxu1EWYyR01Eg+EU9by8ckymmZw8+Spvv/0xZWVlk36uSYwP/Y2rDkc9Nlsnev3t/WRLPjbbIRwOx7BpTcFgkN27jyKTpRIMWpHJtOeIqY7MzDn4fKtpa3uWlJSpCMLNpKfPBVx0dHxCIHCK5uY0GhsbQzndWq0Wr7eD99//Xzo7ZyKVrsTlEqFSWTEY0tDpvkxLSwU7dx7ixhtvDLuHRzrr9fWf09m5jdTUL1Nefs+ocjT8s4xoNHZqa58mO9tDSckdoRB4mUxDY+Mu5s8fP9GcDPnSl4pcTSI6REy6+wj3gw8+yO9///shf3e5XKxdu5atW7fGbHBJJJHEhUOiWZNjcYmN12ufCN72wZiofMrxEtNPP/2U994zIwjfxmCYf87rMw+/PxWv9xPk8kNUVzeRllbITTflIQhB2ts3UVW1aUTyWFNTMy4FbKL3+VhqAnR1tVBVtRmNpoKFC28d9tljNcJM9h7IkWAyKOpJTDzCGWH7G1dttspzIdPnDa0ymRqnszecOiMjfFpTXw2S+fPv5cSJz7FaX0WnW45Mlkl3dyspKTZEomZ0OgGlciddXbuQSCAvL42Skh9jsx1h9+5DzJ07F7FYjMvloq7uOFZrGnr9WmSyAgKBHrq6OvF6W1Gp2jCZFtLcfHDEPTzcWS8qCtLTM41p09ZGfD7CPSsjoxOX6zh+v4k9e/5Ed7can68bn89CdnY7//iPD0QlR0d7P+GQKPnSl4JcTSI6RF1I7cMPP+T//t//y3/8x3+E/s3lcnH99dfHdGBJJJHEhUUiKqnjucRi4c28VEPGxktMg8Egb7/9IW53GlOnXklKSm/9D7lch8l0E62thej1Feh0n3H//Wu49tprASIij+NVwKLd5+OJlBhLTQCzua+Ak5qsrFxefHEHe/ceH9ZQNFYjzMVehXqyKOpJTByGM8IuWjQrZFztX2dCLu81tHZ3u0L1JoYztPbtt5KSZWg02edysPsKikFGhgSXy8iKFd8hI6MEn8+JXK4NdeRQKDQ0NLxBfX09BQUFbN78ESrV5cjldfT0OEhJcZKSokYmU+B0nkIsbmTWrKV0dBwadQ+HO+t2u52f//ytqM9H/2cdOXKEHTsO4HTmcOTIGXy+y1AossjIyMNkEqPRNPPuuweYNm1aRIQzkveTKMbv4XCxy9UkosOYSPfy5cvJyMjgu9/9Lk6nk+uuuw6JRML7778fjzEmkUQSFwCJqqSO5RKLlTfzUg0ZG68Bpq6ujoaGbnS6DPx+KykpvYqSIAj4fHakUg02Wzc5OWpKS0tD6xcJeYw2+mAwabbb7RHv8/FGSkRbE+DTTz/l2WffRixeR0nJdWg0WXENe79Yq1BDYkapJHHhMJIRtq5uB+npPurrt1NWtv5cnYntGI29Od0ORx05OQp0Oh1m8/thDa3995vRWIbBUBIKtZbLtdhsNpqb95OaOpXU1MIh41OpjLhcvXKnT26Uld1OW9truN0NdHc78PlALAa9HlQqDX6/PeI9PPisV1dX4/d3UVNzgoyMqej1+gEyaqTzIRaL8Xg8fPDBYazWErq7U8jKug65/BqcznoUinYuu+xyjEZjxHftyO9nO+npPdTXTw7j98UsV5OIDlGT7qlTp7JlyxZWrlyJWCzm1VdfRS6X8+67746a851EEklMHiSykhrtJRZLr3003vZEqPoeC4zXAON0OklJ0ZOVpcVi6VVe3W4bNtsZ3G4vfn8Aj2cPmZlncLlcUY1tpOiDYDBIZeUWZszwEgwGOXHixDkP8nnSnJUl4PPZRt3nFouFN9/cOa5IiWjXce/e4wjCFSxceOHTOyY7LtUolUsd4WQwMKoR1mQ6TkZGBWbzBkymOXR0bKWp6XkgH61WIDc3E7P5tWENrUP3mzhErgVBoKrqY9LTA0gkirDjdrutyGS992uf3MjPn4vJtIfmZida7QoCgW4kEjlSqZq2th3U1+9g1aro97DZbObNN9/n7NkKbLY3SUu7GqNRSWnpNIxG46jno79ROzd3CadOnSI1dSVyeRZ6fSZW6/FQP/JI7tpIjOQm01EyMiovKeN3EpMfY+rTPWvWLN555x3WrFnD4sWLeeedd5IF1JJI4iLDxaSkxtprH2k/7+G8oiUlJTGZ10SR+vEaYLRaLUqliPz8+Tidn9PQ8CxdXWkEAtOQSHQEg3uQyx1IJEt56qk3eOQRccQe3OGiD+rqzBw8uJnu7n0EAvk88MB/0NJyhrS0Zcyf/000mmxcrlbOnt1Gc/NxvN5XWbLke2H3+dy5qezefTRUzbi3uFIlcrmWsrL1mM0bIiLA0axjIqZ3TGZcqlEqlzJGCk8e7Wy1tVVy773L2bv3OBUVlWRmtiEIBwE1mZm5gG7EtKbR9lt+fgPFxbNoaNiJTpcXRu7sZMUKDXl5eTQ0NKBQgNtto7T0Ouz2DTidH5zLEU/F6azC5fqEzEwP69b9c1R7uL9Hec6c73H8+Gc4ndXU1eXT0XGIWbMy8XjMI56P/rLK4+kYkAMvEolChefsdjsazeh3bSSyr62tkq98ZSkffbSTiordBIMy0tNVzJuXnsyXTiJhERHpnjt37pCND735LE1NTSxbtiz0bwcPHozd6JJIIokLhotJSdVqtcjlAk1NB5DJNANy52BsXvuRvO2j5Y8//PAdpKenj2tOo5H6WJLx8Rpgzn+/hYULb+PDD3+G16tCJitEEEAq9VFUdAMrV64fsQXPcBgcfWA2O6iuPotcnkpZ2e04HDaOHzfT1ZWDSnWS7u6nmT//qxiNZcyceRetrTU0Nf2dvXsllJTcEiLkfft80aJlvPjiDlSquezc+bsB/XENhlRMpjmYzZWjEuBo1vHEiRMJmd4xmZEsbHTpYCQZfPjwRhwOBQUFI5+trKwsfvSj1SFZ2hfN6XK5IpKrI++3OwF48snw96vRWMWSJTcgFouHyI3Fi9f3yxEX6OqqobTUw2OPPR7VHg7nUe7LP7dad9DaWsexY27uuOMKbrll+PPR36gdDPqH5MD3LzwnEjlHvWsjMZKbzQ7eeedjOjqUBIMixOIusrOVybZ/SSQ0IiLd69ati/MwkkgiiUTExaKkulwuLJaTVFbWoFYXIpWKMBhSKS29DoOhNKZe+0hC4zZv/oj77rtjzL8xkkJ59Ojvyc7W0d4ui1lf9fEaYPp/v7bWilRawNSp6wgGxbjdDvR6GfPnz0YsFg/w4Obn50dsPOiLPqipqeE3v3kasXgVBQWr2bfvTez2QgRhGenp5Xg8e6iu3oXf/xozZiygtfU0VmsndnsqweBWWlo+JiurgMxMY2if+/1+WlutWK2f4fGUodffjlSaSU9PK83N2+no2EpmZtuoBDiadUzk9I7JjGRho4sfo8ngffusWCw76eqyoNfnDfl+/7M13nzc0fbbcPfrzTefN8yGkxtLljxAc/MhGhq2YzSm8eMf/4Dy8vKoxhbOo9w//7yt7RQu17vcdddNFBUVDfuc/rJKr88fkAMvEolChedkMhkNDZ+OeteOJvvq6sxUV59FLF5FaemtFBb2ytCamu1RR0qNFcFgkJqaGqqqqgAoLi6msLAwKUeSGBERke7HH3883uNIIokkEhSTXUk1m8089dQbiERr0OvT6emZhlisoKnpIFbr8+TkZFFU5IqZ1z6S0LiKiuewWq2hHqzRYCSF0mi8jC1b3kWpNHLNNV8fV+GtwaHrJSUlYzbABINBlEol119/OW+99R4nTrQhFnuQSqUUFKSGcgfhvJfpyJEjvPzypqiKlvX1j+3sVFFSso6jRzfidhej032Zzs42JBINKtUiurslWK1HaG5+Bp3uLnS6dYhEp5g7N4P29oNoNEe5997lrF69GrFYTHV1NRZLLS7XPHJyeosp+Xx2/H4pWu31tLe7EIRDEdU1idSQdTGldyQakoWNLm6MJoOLi2+muflDKiu3sHDhP8X9bI2034a7XwFaW1tDn5sxYwbLlk3jvfc+5OTJj9BqTahUYlatSmPdugfGRDKH8yj35Z9rNDlUVe0ctc7GYFnVFwJvtb6KVrsMu91KRoadxsb3MBpPj3rXjlan4+DBzcjlqSxY8CBicQowsbUuzGYzzzzzItu2HaO9XQJISU8XcdVV03ngga9OGmdEEhOPMeV0jwZBEMKGoyeRRBKTE/FSUuOdk9yfoC5Zchc2m42KijPYbA5Eolzs9gpycvby0EPRheWNhEhC45qawOPxjOn5wymUghCksvJDxOJViMVFCIKWlBTZmJSRkULXf/SjRyJ6Z33vtq+NTEuLCJ9PRE+PAo3Gz7RpUoqKLg9bJdfns/L669vx+eZHXbSsb/39fi82Wyd6/e0IghSxGAKBHlJS1AgC+HyZeDzpmExLEYnSkEqlGAxFTJs2l5MnX2XfvhOsXr2635NVCEL+gAJwwSCIxcK5UPPI77z+XvnBnpI+XEzpHUkkMZEYTQZrNNlkZRWg0RxNiLMV7n4NBoOh///OO+/w5JN/4fTpHrq7JYjFXkymJv7pn+7ga1/72pjHGatomnCyasGCdRw79hYNDR8gkbgxGHKZP39qyLA40t0/kuyrqPgAt3sHs2ffhcNRPyBNbCJqXZjNZn72s9+zb18nKSm3kJ29BlDT3n6It9/eRkvLMzz++NiMIOFwsRRjTaIXEZHusrIy/r//7//j9ttvRyaTDfu5U6dO8cQTT1BQUMCPfvSjmA0yiSSSuPgw3vZLkWAwQTUajRgMBux2Oz6fj+5uI93dr8e080KkisxYi08Op1Da7XXYbJ2kp6+jq6sGn88X+ls0ykgs+pn3vds9e2o4frwRv1+FyVTEnDnrUCjSOHXqcY4f/xiTaeYQL1N9/ed4va1IpesoL4++anff+tvttaGCPiKRFJVKQldXJzKZAkHw0dOjQyLJIhBw4nZ3kZOjCBkABq+Vy+UiK8uEz+fm9OntiESFKJWlgBSPp4Vg0EdXl4hjx46NGIbZH5WVlYP2/+4h+/9iSe9IIomJRCQyODPT2K9QWuKdrWAwiMVi4Y033uC3v/07Hs8qMjNvRqUqxO2uoa7ubZ544i2ysrL48pe/PKbfiGU0zWBZ5fVCUZHAsmUFLFs2n8suuyxEGCO5+8PJPp+vE7u9Eq83yKlTNdTUvBBKEzMae78XSa0Lv9/P7t27sVgsZGVlsWTJEiSS0elQMBjkzTff5/hxF3L5DRiNd4fWbMqUNbS2ZnH8+Fu89daWmHjaJ0JHSmJiERHp/v3vf88Pf/hDHnzwQa699loWLFjAlClTUCgUdHR0cPLkSXbs2MHJkyd56KGH+Pa3vx3vcSeRRBKTGLEgdpEgHEEViUSkpqYC4PenUlUlimkxqkgVmb5w6mgxnELp8znx+0EQ1EgkvYUue38ziN1eh9vdRltbJ3a7fdhnx6Kfed+7tVqnY7MVIZOZMBqNdHTsYN++TSxevJ4rr/w+W7b8gm3bfs/ixdcikSjw+304HGeRy/fR05NLfv5VY6ra3bf+O3aYSUkRQgV9DIY0vN5WnM5TqFQBfL4uUlLEdHY2kZqqoLS0PPR7gxU3rVaL0ajFYvEglWYjEqXR3d15rkeuHJ1uKp2dqezceYAbb7wxokiCSPf/ZE/vSCKJiUakMnj16tWsXr064c5WH9nq6Ajwt7+9TGfn9WRm3kNKSgYSiRKdrgyNpoTqavjd717k+uuvj4g0Dkaso2ki7eoxFtl35MgRNmz4jO7uW9Dr09BqVyEWe2lu3o7dvoHFi9djNJaN6p3vHzXQ0yNFKu1h+nQpjzxy36jGi7q6Og4erCMYNKDXXzlgX4lEIvT6Auz2Mvbv3ztuT/tE6UhJTCwiOqWrV69m37597Nq1i9dee42XX36ZmpoaPB4PBoOBuXPncu+99/KVr3wlpMwmkUQSSYTDeIldNOFWF6IYVSSKzM033zFmxW44hVIu15KSItDRcZj8fC16vR6r1Xyuym0nHo8bv7+Gl17aiEwmCxviFwwGx9WmamC/1us5deoIqanTkct1yOV3YbW+SkXFhyxf/jCzZl3N3r1P8vHHBxAEJVJpDzNmSFm58io+/9w25qrdfetfV/cqdXV12GxbyM6+l5QUPypVG2JxIzKZBIdjB2q1h/x8HWVlMwYYQQbvi/z8fLKz4fPPjzN16vWIRAr8fj8SiQSZTIbN9homUxHNzcFRla2R9n9Z2Z3s3/88Tz/9Fx599P5QYZ5kDnISlxrGE1YbLZlMpLPVR7ba2orJzZXj8+Wh0azH5ZLT3W0lNxfUajVisRij8cucOvUFu3fvZvny5WP6vVhH04wkq8Zy9/dVb3/55U10dy9m4cI76e7eS3NzM0bjLIzG8/dKRkbxiN75d955hx/+8Gns9hVkZt4Uiho4efJtfvjDpwFGJN5OpxOXywdoQy3R+kMqVdHTo6ClpYOKiooxG3DCrZMgCASDGjIyVlFb64qZNz2JiUVUprGlS5eydOnSeI0liSSSuARQU1PD/v0NqNVXYbfbB+T0jkbsog23ulDFqEZTZEpKSgYUyYkGwymUICIYrCMQ2EZJySPYbBXs2bPhXCGx2+jutmI0NnD2rJMnn9zA2rXzOXr09IC1TEvz0trqHLWVznCEd2C/1u5z4d29ofu9/VqXY7M9R3X1p9TXnyUlZS0LFlyHwVBIIODAbj/MF1/sw+cbn6GkrKyMRx+9C4XiRd577y1qas6i0cwhPz+bvLxirNb9aDRnSEtbyvLlSwYoLuH2hVgsZvnyeWzc+EccjnfQ669Cpcqku7sVm20HKlUVs2evo739rVGjJobLybdarVRUnKGpSceJExXU1z/JggWFyVDCJC45xCKsdjKmZgwkW+txODYTCMhQq4sRiRS43a3YbB2oVCpEIhFqdSE2mwSLxRLx88MZMiYqmiaSIqPh7v7+3xOLxZSWTsNuP4HVehydLh+NZjG1tf9Nd/ePyc/3cdNN3xgydr/fz5NP/gW7fQVFRd8P/T2aqAGtVotaLQe8A1qiAbhcVlpaTuBw1OPxWHj22Q84eLBiTPJ78Dr13Q02mxe/H4JBHc3NH7Jo0SzWrFkT1bOTuLCISyG1JJJIIolwMJvN/OEPf+bAgVrUahtSqR2DQRG2evVg8jKWcKsLWYxqJEWmf5GcsT47nEJ5zTXZNDd30dr6Ec3Np3C5pqPTfQmHox612sHll1+BwWBg9+5n+fd/f4a8vLvIz799QJGa6upNZGXtZOrUVUN+dzTCO7Bfq/tcv1YXcrkOAJksE6dToLJyC+3t01Aq80lNLSAnx3RO6ZrJiRPg9W6irm4b5eX3jNlQUlZWxhNP/Jwvf/lT/v73j6mv30tKihoQceWVacye/SDvvnsAs/m1iPbFZZddxqxZBdhsZ+jqOo3T2dunOycnjdLS9chkmoiiJsKlPFitVvbsOYHbnYFOtwqR6BgazZUcOmRLhhImcUkhlmG1ky01YzDZUihSSUnpoaenBrm8DLlcj9vdgs/nQ6FQ4HLVIJX6ycrKGvXZoxkyJiKaJpIio+Hu/sHfMxqNLF5cTkXFGRoadtDebsPtrkIkkpGeXszmzR+FjAl92L17N6dP95CZedOQ9x9p1EB+fj7z5uVTVXUMu/3zUE63y2WlsfEETmcKMpmX4uJVFBTcwaFDO8ckv/vPt//doNfPRCpV4/O109j4Ps8+u5Hc3Nzk3TCJkCTdSSSRRFww2Krucrl46qk3qK01oVYLaLXFiMVpNDfXYrefYPHicoxGY1hiN56Q9Avp8YinIjOcQllZWcnzz7/CwYNHkUjK8XoPk5PTm7NsNBoRBIGurmxaWtJZvPgKgkENNlsHcrmG+fO/Rl1dIwcPvkhBwZWhdiwwPOHt/57tdjtyuXCuX2suBoOC5uZajMZZ5/q1tuLxtNPa2oHXuwClspP9+89QW9sUMrzk5V1JdfUuFIpDnDwpHpehRCwWs2bNmmHzNqdNmxbxvsjPz2fx4hkcPGgkN3cp3d1dyOVa9Pp8QMTJk69GZAwYnPIgCAIVFWdwuzMwGmfh8zUglaaQnj4DvX7NhLTASSKJREAsakoMxmRKzRhMLg2GEtLTpVgsbyOVlpCSIsPn6/XaBoNBrNZ3KC+XsWTJkhGfmyj5wWNN9wr3vb67zGp1oFJloNfP4rrrvoVMpg47L4vFQk+PFJWqMOzYIokaEIvF3Hbblzh+vJp9+96jqclDWtoqmptP43A4kUobyMmxMnPmfej1+eh0eWPas33z7eqyUFHRGLobzkcEeklPz6erKyN5N0wyJEl3EkkkEXMMtqrL5QIWy0lEosUsXvwgPt/vaG7ehdF4F0bjLKzW41RUnCEjIyMssRtrWFofwhFUk8lEQ0MDx44dS3gPyHAIp1CWlZXxla/cxsmTHnJzl6BSaQeE8NvtdhwOJSJRGnv27MLrNZ1reQUGg4Jp01ZiNv+G/ft/T0nJLSMS3uHec2vruyxZcv+AMECtNg+r9UMcjia6uiTodBry8+cjlaoGGF7S0jKRy43cccdcTpw4G9c8w2g8Yf2jJpqazhsDHI7GqIwBg1Me7HY7NpsXvX4mAA7HDnJy0s61wol/C5wkJh7JNkDhMV45P9kxkFxOQSRKYeHCr/LRR8/Q2Qly+bWAHI/nFC0tH6LXb+fhh785YhG1eBgyxoqxpnuF+54gCFRWVtPTk41afZzs7AJSUqR4PB1MmbKExsbggHllZWUhlfbgdteg0w29PyKNGigrK+Pxxx8816f7LRob36SzsxuVqoBp04qYP/++UCX1se7Z88VAt2C1TkOvP9/lQxCEc3dEOsXFN2M2//miPQ8XI5KkO4kkkogpwlnVm5pOUVn5Cnq9hba2KkpLr8Nu34DV+io63XI0miyamrayf/9xCgoah5CXsYal9Ud/4mU2m/nVr56adK04IlXW9Xo9GRlqNBoROl3qgL/5fD6czlYcDjcSiQGjcR5SqZqeHhfNzbUoFA4yM41Mn95AW9vwhHc470lr66s0NPyd3bth5swbWLBgOseOHaC+/jW6urYikShJTU0jK8uERpMNMMDwMnv2FBSK3nDuG2+8Me7kZDAhDwaD1NTUhP3NWERNDE55UChK6O7uRqFox2p9F5WqitLS9aHes5Hs7UsRk5W4JtsADY9YyPnJjIHkcj0AxcVrEQQRe/a8gMXyERJJCh6PkvJyGQ8//M2IKm7Hw5AxlvM31nSvcN/r6ZHR1FRHIOBEKj2E261j69YXQwZkjQZ277aG5rVkyRKmT5dy8uTbaDQDDQzRRA3A+dSlmpoatmzZwssv7+Gyy35ARsaMkNzuw1j2bN98Dx/+Ax0dNSiVUwkG5XR3t+Jw7AjdERpNNk1NF+95uBgRFen2+/387W9/47rrriM7OzteY0oiiSQmKYazqstkBtTqq+npaQxVr168eP25ytrP0dMTwO0+xowZpXzzm/cNUT5jWYU8UULtokU0yvpIHgWpVEpn515SUmSkpy+kp8eDIASRy/UYjbNoampBEOw88sgPkEgkYZWqYDDIxo0fUFubS37+KoJBBWKxFJ3OxJIl32P3boCPsdma8PlEFBUJzJrVRWWliaKih6mp2UtLy0kEYQ4ikehckbV8rNaDVFV9yIoVaaHfm0gLfqT9Y8ebJ9qfvO/ffwC3uwaRaCo5OSZKS9eHPCUQnwr7kx2TlbhOVtkzUbgQ3SYG40Iac/qTS7N5A3PmzMLv15OdfRlz596M3/8Zq1dfxvz58yPuLR0PQ8Z4zt9YDZeDv2exdOJ215CdXYzLJcHhmI1evwKpNJOenlba27fS0rKfI0eOkJ+fT0NDAzfddBVnz27kzJkgmZk3oVYX4nLVYLW+E1HUQH+IxWKKior40pe+xBdfWJDJ1EMIN4x9z5aVlXH//Tdx6tRvcDp/T1eXekANEaOxDLu9Pnk3TDJERbolEgnf+ta3MJvN8RpPEkkkMYkxnFVdLpcjlYpISZmHzbYBu70Oo7EMg6EEu72OtrZTuFxOHn30foqKioY8N1ZVyBMp1C4aRKOs9ymN5eVTOXlyOydOBMnLuzL0nVOnPkAk2kEgsIiamqMIggixGFQqBRkZRUAd4B6R8H766ae88cYXeL13UFtbEQpN78vLnjnzTmw2Jw88cA16vR6tVovdbufnP3+L3NyFKJXpOBznIx1kskwEoZ2Ojk8oK3Owbt23Jnz9+/cX1+uvQaHQEQg4OHjw8JA1joUxoI+819TU8JvfPM3p0yYWLHgwojz6SxmTlbhOVtkzkZjobhPh6o5s3vzRBTXm9CeXdnszNTVvIpfDggVprFv3/ajHEWtDRizO31gNl/2/V1FRwTPPvE9rq5JgcC5GY//2mSZ0ui/T0lLB229/xLFjZ6iqcuD1Ql7eVOrq3sJq/RibLQ2p1B9x1EA4xHPPrl69mttuO8quXRLy81eiUOjOpR2Jk3fDJEXU4eWLFy/m8OHDFBQUxGM8SSSRxCTGcFZ1vV6PwaCgsdFDSoqAz9drVReJxOj1BTQ2fsHChVOHJTKxqkI+GXMGo1HWKysrB3ggfD4PHs8mqqv3IZenolCAwdCMXJ6Cz+ckEKhGobgaUGO3H6az80mmTLGTlZWPy+UKOx6z2cyzz27EatWQm7sKuTwtFJrePy+7sVGEXq9n9uzZQG+ruD7lz2gsGxDp4HRCMOjCYKjgG994dMJJU98aV1dn09NTxKlTVvx+KxIJZGQU4XR2xYUQ9XlLvvWtr/Hkk73erYmssB8NEiGcezIT18koeyYaE9ltYrC31ufrpKXlDKmpV1Fe/s8X1JhTVlbGjBkzOHHixLkoIN2Yz1ssSWEsz99YDZd938vPz+eTT3Zx8GANOTn/PGReTmc96ekz2b59A83NxZSW9r5Tk6mVtLRtBALbWbWqLKqogeHGE68921e4rbFxAzbbCUym5QQCPQl3NyQROaLeZd/+9rf5l3/5F+rr65k/fz5qtXrA3+fMmROzwSWRRBKTC8NZ1UUiEaWl07BaP8Nur8Hnc+L3+6K6PGKRTzsZcwZHUtYBdLrZ7Nr1R15++WV27DhNW1vJAA9EXd025PJ9rF8/l9mzZ/O///sCcvl1ZGXdhMOxC7f7BYJBkEoFBKERmUyN0WgI6/noU7q6ukpJT29DLPYiFqcgl+vC5mX3f8Zg5a9/pIPX66CubivLlk1h9erVcV3PcKirq2PPnhqam5fh92vQ68tDee4tLbVIJGns3r0rboQo0XsKJ0o492QmrpNR9lwITMRZGOytVamMfPbZFhobcwgEuvD5nOh0pgtqzOkr/pWZmTmu34wlKbyQ5y+c0W/58vls3GjGbrcCOmQyNd3dLhyOOlQqG2JxGm53Gvn5K0P6iE5nYtasezh5Uozb3crSpUvH/U7juWcT/W5IIjpETbrvvPNOAB555JHQv/VVEhSJRAQCgdiNLokkkphUGMmqbjAYyMnpICfHTU/PFqqqPoz68hhvPm0i5AxGi+GUdavVSkXFGVpbHXR0NHDq1FEkkpVceeXV6HS9n9XpTJSX9yoYJ0/WMHv2bCwWESbTIjo6lOTlPUx3dz1+vxOJREswCBbL4+TkpIf1fPQpXSUlX8fn20hz8/ZQWN9wedl9GE75E4lSaGs7QUFBB7feemGs9na7nerqVvz+aWRmzuoXpthrTLBYuqmu3oTdbo/bGBK1p3AihXNPZuI6GWXPhUI8z0J/b21Z2Z04HA5qauppb1eQm/sATuf7VFR8iMFQgkgkTnhjznAYTFIfeuj2c6HzYydu8Tp/o0XRDGf0W7RoFrNm5WKzNdDV5cDp5Fzes4Lc3AL27duPTmdAodAN+L14vNN47tlEvRuSiB5Rk+6zZ8/GYxxJJJHERYDRrOpFRS089NBPUavVY748xpNPO9E5g7FAOGXdarWyZ88J3O4MFAodGs0U/P4sAoGl7N17ksWLRRiNRmCgglFVVYXPJ2L27Pns338Km+0kOl0+KpXpnIfgNBKJm2XL5od9J31Kl0aTPaQCfSR52WVlZTz00O288MJrVFR8TjAoJz1dz7x56RfUau90OnG53KSmKsN6cJRKBXa7O+5kLtF6CidaOPdkJq4XQvZEmhIw2ucuRGpBvM5Cn+FQpVrFzp17sVrddHaepb29g9RUFenpl2OzvYbdXkdqau/vhyOTiZBuMRyGI6k333wN99wz8t070rzicf5Gi6IZyehXV7edqVNVSKVOcnNX0N3djVwuR6/XY7FY6Oo6yowZ2ej1Q89UPAx08ZTfiXY3JDE2RE26k7ncSSSRxEhI5HCoicwZjBUGK+sAFRVncLnS0GrV2Gyvo9P14PNlYjBcSVtbFRUVZzAYDCHFvk/BgN53oVIJLF5cTkXFGWy2QyEPQUaGHYMhl8suuyzsWPorXWPJyzabzWze/BEtLSKCQQ1icTfZ2XDTTWsu6L7QarWo1X48ngNotaVDCJHXewi1OpCQZC6eSLRw7sloNOvDRMueSFMCIiE9iZBaECs4nU5aWx20trZit7vp6THjdnfS09NJa2szdruCtDRLqO4IDCWTibYm/YmyxWLhjTe209ZWGiYy5Q0eeWR9qM7GYIw2r1ifv9GiaPq88yMZ/UymoxgMp2hq+uDcmUrF4Wigrm4LSuVh8vK+F9Oq4kkkMR6MqXLAX//6V55++mnOnj3LF198QUFBAb/5zW+YOnUqN998c8TP+cMf/sAf/vAHampqACgvL+df//Vf+dKXvgT0HuKf/exnPPvss3R0dLB48WJ+//vfU15ePpZhJ5FEEhOERA6HSjSjwGgek8HKuk43m7q647hcZ2hqakIsdgNpuN0Hkct3odPNw2Y7hN1uJzU1FTivYBQXF1NaWhFSmpYvN2C32/H5fMhkMhob32P+/KnDKk3jycserGAVFvYqWDU123nqqTd45BHxBVPi9Xo9RUUFnD17BKs1JeS57+uLKpUeYerUfPR6/QUZ34VCooVzj0Rc6+s/Ry7fx8yZq6irq0sYedMfEyV7Ik0JGO1za9fO5913DyREakGsoFarsVgaaG+vo6ennp6eEuTyf6Cnp4fubjs+3xfYbHvo6mohK2v2EDIZbbpFvD3i/YmyxyNw+rSZnh41V15554A85pEiU4LBIJ9++inPPruRrq5SSkq+jkaTHXZesTIcRRJF85e/vE5zszCi0a+trZJ7713O3r3HB5yp5ctTKS6eTWNjSyj9tQ+JbqBL4uJF1KT7D3/4A//6r//Kd77zHX7+85+HcrhTU1P5zW9+ExXpNplM/PKXv2T69OkA/OUvf+Hmm2/m0KFDlJeX86tf/YonnniCF154geLiYv7jP/6Da665hsrKyqR1KokkEhyJHA6VKEaBiooKNm36cFSPSX9l/cMP36O5+QwpKavQ6W4jM3M+UmmQ6urnqa19jqKiDPx+8Pl8wEAFo7CwcIjSpNFkIhI5aWj4FKPx9IhK01jzshMtTHkw8vPzWbx4Bl6vn56eFtranuuXH5iKRJLFkiXSS05BS8Rw7nDE1eez4vW20tOTy9/+dog33zyUsN7YeMueSM/ajBkzRvzciRMv87vf/QWtdh3l5Yl3ZscDQXDhcn2KSLQWlap3bmq1i0BAhN9fTiBwhlOndpORUUxj464QmQSGXbOysvXs3/97/vCHP3P77V9Gr9efSwM6RmWlPS4e8cEGgJ4eGcePbyMQcLB37+ssXtzbzxmGj0wxm81s3PgBb7zxBVarhvT0Nny+jZSWXofBUMKUKUswm+v4859f4Re/+NeYGY4ii6LZTTAoorBwZKNfVlYWP/rR6iFnqrKykiefjMxAkMjpAklcPIiadP/ud7/jj3/8I+vWreOXv/xl6N8XLFjA//k//yeqZ914440D/vvnP/85f/jDH9i9ezczZ87kN7/5DT/5yU+49dZbgV5SnpWVxcsvv8wDDzwQ7dCTSCKJixRjuTAvtFGgvr6eP//5PazWyDwmfW1kamv/D5WVWWRlPYBenxdSWPLzv8WZM09SU/MrjMYvk5JSht1eP0TBGK/SNJbvJ1qY8mD0NyZYrdMpLFyMRCLH7/fhcJwd1RhxsSJRw7n7E9cjR47w+uvbkUrXkZ9/1aTwxsZT9kR61nbv3j3i5/T6yzh48HVWrSpKyDPbH9HIf5fLhV6fTl2dEzASCDhISVEjFvuRStsQiZoJBnOpq/uYKVPaWLhwakiu1dTUhF0zq9VMRcUWzp49yq5dx9m06SRyuUBPTw8azTLmz7+FkpKymO7LcMYVi8WCWGzEYLiFtrbXBxSEg6GRKX2kvbY2F6/3DnJzVyEWe2lu3o7F8gxqtQKHw4/b3UVFRR3B4L/xT/90d0wMR5FE0QSDMsTiroiMfuHOVKR3VaKlCyRx8WJMhdTmzp075N/lcvmwfV0jQSAQ4PXXX8flcnHFFVdw9uxZWlpauPbaawf8xlVXXcWuXbuSpDuJJJIAJueFGQwG+eKLg1F7fhsaGnC79RQVzaejww7khf6m0WSSn387tbXfRyx+CYvFjFIpYt68NG666XaUSiXHjh1Dq9VSUlLCj340dqVpsNKlVqsJBoOcPn2a2tpaiouLKSwsDD0v0cKUw2GggnaKrq7evTR//oWvRXChkMg1EMRiMfn5+bz88iZ8vvkhb6wgBAkG/WRklFNba2Xjxg947LHJ540dKyI9axaLZcTPpaTo6OmRIJHIR3zOha4UH63812q16HQadDotoMDjOYTPB2IxpKYq0OkW4fUeJyurkvvvv55rr712RDlmtZrZs2cDHR1qurrSCQbvQaVaRlvbBrq7jYjFqzhxogONxo7RGLsogXDGFblcjkQCfr8bnW45NttzAwrC9Sep/Ul7fv4qamsrkMvTEItTUKmupqrqMIHACRSKrwCpdHefZtOmRhoanuHxxx+grKxsXMaWSKJo0tNVZGcrqakZu9FvNANBInVnSOLiR9Ske+rUqRw+fHhIQbX333+fmTNnRj2AY8eOccUVV+D1etFoNLz11lvMnDmTXbt2Ab1hI/2RlZVFbW3tsM/z+XyhsEoAh8MB9Cq5wWAw6vElERsEg0EEQUi+gyRiioqKCp566nVstmJMpttQq424XFYOH95BQ8MGHnroDkpLSy/0MIegrq6OxkYXJtOXEIkEQAj9TSSCvLxlVFQ8T21t7QBZ63A46O4WMWfOPPbvP0Vb2zG02rxQf9KeHj9GYyrf/e61LF68GK1Wi8vlYvPmj6isPK+UlpSksm7dtUPWJtrzmZ+fT0VFBb/73R/5/PPjtLdLACnp6SKuvHIa3/jGVygtLUWj0aBUgstlQafLDX1fEII4HPW0tZ0iELCjUqkuqIwoKSnhBz+YQX19fUhBy8vLQywWX7Kyq6SkhIcfvoNNmz6ksvI5mprOe4tuvvkOSkpKYrI2Y7kjamtrqazsJC/vNkQiAZvNTEXFh7S1deL39xb2s1gqWLRoFldfffW4xzgZMNxZ64PbbUGphMzMzBE/FwzakcsDBAJeYOg76XuORqO5YGdjsPxXqQw0N5/igw/+zq5d/8XDD9/N1VdfPSCEOBAIYDAIBAId5ObmIRLp8ft9SCRy5HItNttJjEaBwsJsSkpKQt+DoWsrCEEqK7fg8UwHWgkGZ6NSrUCt7sZuVyEIaxCJDHi9HVRWnsZgSEckEg0r3/tjtPPgcDjw+UCtNtD3fvR6LUajnJaWGtLTp+NyQXe3A+h9VmPjDubOTcNkMg04O4IgRyYT8PudyGRaWluP0tMzF/Ahl5eRkjKVlJRcxGIv+/dv4o9/fIlf/epn4zJkmUwmSktTOXx4O2Vl64cQ6t6xpnPjjVfzv//7Jmbzq5hMy1CpjLjdVhoadmI0VnHzzXcMeEfDYTAx7+MEb721hba2YmbOXN/P+D2FmTPXYzZvCKViXCpGu0RFonOISMcVNen+/ve/z4MPPojX60UQBPbu3csrr7zCf/7nf/KnP/0p6oGWlJRw+PBhOjs7efPNN7nvvvvYtm1b6O+Dw5oGF0QYjP/8z//kZz/72ZB/t1qteL3eqMeXRGwQDAax2+0IgpAUXknEBMFgkI8/3o5MVsaSJSsAEdBJWpoUk2kldXUpfPLJDlJTUxNuz7W2tqLVqlAoQCxuHfJ3tVqEIOiwWCwolcrQvwuCQGGhDp2uk6ysKTQ0tOBwWAgEICUFZsxwo9PNYdGiRWRmZlJfX8/f/74DhyOX4uI1yOV6fD47ra0nefXVLdx4o4u8vLwhvx8p6uvreeWVdzl92o/JtJ7S0ssABV1dZzh9+jh/+tOb3H339eTm5jJ/fg7V1V+g0/W+K4ejnsbGg9jtLpxOK3q9iHff/Zgrrpg3rjHFAkqlMrTuNpvtgo4lEZCens4//uN6rFYrHo8HpVKJ0WhELBbT2jp0/44FY7kjLBYL6ek6pkyBrq4DtLXtQKfLJSdnDSkpenp62mlv/5D33vuC1NTUC76vJgJyuXzIWTsPgc7O3SxYMIWioiLmzz857Oc0mhOsXl2ASlWHTjd12OfI5fKY7YFoMFj+OxwOTp/+O62tFYhEfjo79TzxxGvs2XOYL32pt7DjF18cpLHRhVRqorjYjt//NzIz16JWG/H723G7K8nJcaDVdjB7du6QuQ1e215vbJCMjFza2y34/dNRq91otV2kpemRSFIJBDpIT5cjCK1IJGdRqzXDyvfB8xvpPPTdBQrFaZRKQ+jfly9Pp7KyDre7EYNBTmZmNxLJCWw2M6WlLaxZsxybzTbg7IjFXubPF9PeXoFSmUEg0InJVIRY3IRK5SYYbEShAKMxl/b2ZTQ2fsTx48fJzs4e1zu85ppleL07sNvfxGAoQy5PxefrHDBWg8HA1752w7l39wYuF8hksGKFhiVLbiA9PX3M+89isWC3B7nsstkoldYhf58zZxadnR9x4sSJIQ7AJCYWic4hIo34iZp0f+1rX8Pv9/ODH/wAt9vNPffcQ25uLr/97W+56667oh6oTCYLFVJbsGAB+/bt47e//S0//OEPAWhpaSEnJyf0+dbW1hE3/2OPPca//Mu/hP7b4XCQl5eH0WhEp9NFPb4kYoNgMIhIJAopakkkMV7U1tZy4EAzGRk34HAMlQli8RL273+eL3/Zl1CtDoPBIFVVVbS0tOLz2ZkyZeYQQ6LD0UB7u4OsrCwyM8+HMhoMBvT6zzh8+BhlZevJzZ2OVuvoV338fcrKdKEOD88//yoVFdmUld1GT4+Inh6AXPT6MszmDSiVu/j+9x8c05kMBoP86U8v8/HHdQSDazAY7sTh6J2HIEzDap1Cbe0mDIad/OAHD7FmzQqeeup1du8OoFJlcuzYNrq6CoBZaDSQnZ3Jjh1mKireS9gIhUsd41WyR8JY7giPx0N7uwORKMjRoztpacnGYLiNjo7efej1avB45iMWV/Pxx2Pf65MN/c/aYO+gwVDF1VffQU5Ozqifu/HGq3n//YPs3i0M+5x47omR0F/+V1ensG3bbpqaDiIWz0OhWEkgkILL9T6VlafZvftp9HoVgcBSTKYbyMoy0tr6Pjt2PM+hQ80YDAvQanPQar1oNC2kpbUMO7f+a6ZQZHDiRAcpKVBXV49avZbc3Cm0tdmoqXEgkaTQ3a0jLy8Vn68Zg0FDZmbmsPK9P0Y7D4PvgvN3SCbp6amcOPE0UukBJBIvSqWI0tI0br75upBcPX92QKfLQqFIob7+BFZrDS0tfqRSHYLQgUIhRqGQM2VKLi6XGrd7Hq2tz9Pc3MycOXPG9Q4zMzNRq9XnomhO9ksPGDjWzMxM5s6dGzYCaTxobW2lpsZBcfF0enpkQ/7u9+upqXkTkUg07HtKYmKQ6BxCoVBE9LkxtQz7xje+wTe+8Q1sNhvBYDCmm1EQBHw+H1OnTiU7O5uPPvoolEPe3d3Ntm3b+K//+q9hvy+Xy5HLh+YgicXihHxRlxJEIlHyPSQRM3R1deHxgFqdBQzdUypVFg0NvZ+Lx54bS/G28/mHHbjdVg4ceI2pU9dSVjYdo9EI9MrA+vqdzJuXRkFBwQjtwzaEcmyhi4aGzzAYegt+SSSSUNEfk+l2RKKUAeMQiSA3t7cQUkNDw5hy8+rq6jh4sA6/PwO9/kogBeF8lDxabSF2exn79++loaGBmTNn8vDD63nzzfd5882/YbNdTlpaEUajktLSaRiNRgThMk6efJXNmz+itLQ0KSsuMUR7RxQUFFBSksqOHZtpbe1Aq72dvn0oCAJ2ewM5OSpmzLgWs/n5Me/1yYa+s9Yra54PkZm5cwfWJ4jkc9OnTx/1ORcCffJfpcrk8OEDWCxmxOLFqFR3n9tHfmSy6YhEJRw48AZGo/NcZ4VeWXj55beQk1PMp5/+ArH4TUymEtLT1cycmT7i3Pqv2f79e+jqqkEiyUah6MZgEKFSaREENQpFKnb7ViSSKwkEehCLRchkCgRBNKx8H4yRzsNwd4HL1Upr6w6WLhW4/fZHyMrKCns/9Z2dQ4d2MHPmXRgMmSxaJGLnzt00NHgIBj9EJktBo8nGaMxApVKfk+9ugsGe0NjGi5kzZ1JaWjrqXSoWi5k6deq4f68/dDodcjm4XLZh8sptyOW9nxvcYi1Z6XzikcgcItIxRU26//jHP7Jy5UpmzJiBwWAY/Qsj4Mc//jFf+tKXyMvLw+l08uqrr7J161Y++OADRCIR3/nOd/jFL37BjBkzmDFjBr/4xS9QqVTcc8894/rdJJJIYvLjQrYzGkvxtoEFW25Do2ng9OmNVFV9js1Wz9KlS1EqhVELVEVakTXexcucTiculw/QIpUO/Q2ZTA2k4nL5Q79RVlbGPffIOXiwiVmzbiMjYyp6vT7kpUmUqsiXglJ1Mcyxj3gcPvw72tu9KBRygkE/3d0uHI46VKo2SkvL0Wh0NDVd+KJfE4lIK0yP9rlEaa84GH3yv7n5NM3NdQiCGLn8ypAsCQRciMUilEoD7e0leL2ncDjqQ0XFALKyyvnSl35BXd3/4/7711BaWhrR3PrWpKamht/+9lmqqqT4fNNpaTmAIMxAJBJjMFxLZ+fTCIKTrq5iTCYF4ODkyfdjVoBw5LvgzhGNIuGKJKalZTJ3biHV1e8RDNooKvoxaWnnO2QIgkB7+6ekpwcoLi4e19gHj+VCyPqxdGeYjIVbk0gcRE26/+d//ocHHniA7OxsrrrqKlauXMlVV101plBAi8XCV7/6VZqbm9Hr9cyZM4cPPviAa665BoAf/OAHeDwevv3tb9PR0cHixYv58MMPkz26k5hUuBiU20TEhWpnNJZqp0PbuwjodFKWL/8aJ09u4cyZd9m5cxOXXz6DefNG9rRAZIpwvI0SWq0WtVoOeOnpaUUuH/gb3d0uoBO1WjLgN1wuFxKJhsLCclJShob0XeiqyJeCUnUxzbGsrIz777+VU6eexencistlPNdfXUFpaTlGoxG7vX7C+4nHCuO5PyIlM6N97kK3VwyHPvm/det2fD4pgiAhJaXX+NcbMVmHRqNAodATDKYSDMrw+YbKFI0mG4kkldzc3KjmKBaLKSoq4pvfvI8nn9xAdbUaieQgra0BFIq5eDxejMZCBGEnItEnyOVTaW/XRd3PejSMxygSjrTL5QKzZ9dQVyfB7zfj8xmQyTLp7m7F4dhOMPgZK1fOSrj9MBZE250hWek8ifEiatJdUVFBS0sLn332Gdu2beP//b//x7e//W2MRiMrV67k1VdfjfhZzz333Ih/F4lE/PSnP+WnP/1ptMNMIomEwMWk3CYahrswu7osVFV9iFZ7lIULb4rpb4brjQqjt/oa2t6lNw7bYChlxYpSCgt3Y7X+lQceuIalS5dGpDCNpgjH2yiRn5/PvHn5VFUdw27/HKPx7gEeEbu9lpQUMwsWmAb8xoWMUBgNl4JSdTHOcfXq1dx++zF27rSTn78ChUIRiqCIdq8nkpF0vPdHIs0l1uiT/ydPPseJE16CQQl+fxMiURo+Xx1SaRsGQzl+vxexuBOxuBu5fKhMGa+86U9c9+xxU139Knb7G6jVKoqKMlm0aBGLF88eNsw7FhiPUSQcaXe51vPv//4Hjh//CLv9ECKRAkHwIpHYWLgwlfvvv/ei2UeRRo6N9e5PIon+GFNOd3Z2NnfffTc33XQTO3bs4NVXX+Wll17ijTfeiPX4kkhi0uJiVG4TDYMvTLPZgcXSAHgIBvN58cUd7N17PGZGjnC9UfswUmj0SKHeIpGYKVPm09X1IXq9PmYXdrx7LIvFYm677UscP17Nvn3v0dTkIT19NYKgpqPjCIHANhYt6uKWWwb+xoWKUBgNl4JSdbHOUSwWc+ut19PQsAGb7TNMpuUEAsqo93oiGUnHe3/Eey6JQOjLysp47LGvYbE8zr59zTidf0KhuBqNRonBUI5KZaC19SgKRSUKhROdbmD1+ljJm/7E1W63h9ZEr9djMploaGhI6NSGcKT98ccf5M033+fgwTpcri7Uajnz58/h1luvv+j0lkiiBcZ69yeRRH9ETbrff/99tm3bxtatWzly5Ajl5eVceeWVvPnmm6xYsSIeY0wiiUmHi1W5TUT0XZiffvopzz67EbF4OSUl69BosmNu5BhrnvSF8u5GasUfz/Mff/xBnnnmRbZte4uWlr8DEtLTU1i5cjr33//AkN+ItzFgrLgUlKqLeY7j3euJZCQd7/0R77kkknGivLyc3/zmZ/zwh//FkSPHSUnJwmhcCwg0NX1MILCN+fOd6HRqzOYNcZM34Yir2WzmV796KubrNJzBI9y/A2MOPf/xjxMvlz9eGC1aIN41UpK4NBA16V67di1Go5Hvfe97bNmyBb1eH49xJZHEpMbFrNwmEvqUDLvdzpYtnxMMLmPhwnviZuQYK3ke6t09/7d4e3fjXQiprKyMJ574OTU1NVRVVQFQXFxMYWHhsL8Rb2PAWBBPpSoRvIJw8SuOY93riWYkHc/9Ee+5JJJxog/l5eX8+tePnTP+bcFi+YSBxr8fAEyovInXOg1n8JgzZzpHj54e8O/p6T5ARHu7bEykPxFz+S8UEjktKonJg6hJ9xNPPMHnn3/Or3/9a5544olQMbWVK1dedCEnSSQxVlzsym0ioL/y0dbmwmw+RU5OCllZFRiN52VRLI0cYw2NHuzdzctbhlotwuFooL5+Z9y9u/FWnvqKChUVFYX9ezjSmWhVkeOlVCWSV/BSUBzHstcTzUg6nvsjnnNJNONEf0Ri/JsoeROvdRqOyG/b9ip/+9vTmEw3Ul7e++91dTv5+9+fQxAKWbHiFkpKyi64cWQyI1HTovqQKIbdJEZG1KT7O9/5Dt/5zncAOHbsGNu2bePjjz/m0UcfJSMjg+bm5liPMYkkJh0uBeX2QmKw8qFQCJw6tZv2dh979mxg8eL1A4h3rIwc4wmN7u/drax8HkHQ0d7uuKDe3YnAaKRzIj0pIykm8VCqEs0rmOiK44VCohlJx3N/xHMuiWacGIzRjH8T5bmNxzoNR+S12in09KRgt68gK2sOWm0uINDQcAS5/AYEYRYNDW4KC6UXxDgyGchgJGNM1LQoSCzDbhIjY0yF1AAOHTrE1q1b+eyzz9i+fTvBYBCTaejlkEQSlyKSym38EE75CAY7USqNKJVzcTjeo6LiQwyGEkSi3gswlkaO8YRG93l3a2trsVgsZGVlUVBQkHBKSKyQSKRzNMUk1kpVInoFE1lxHC/Go9zHy0g61jGN5/6Ip8E30YwT4ZAIJC8e6zQckbfb62hrs2M0rqetrRW73Q50YrN1otffjiBosdkOYbfbSU1NHUL68/Pz47Zek4EMRjPGREyLSqQ7NonRETXp7qtY7nA4uPzyy1m5ciX3338/V155JTqdLh5jTCKJSYeLWbm90AinfOj1egwGBc3NdWi1y7DZnsduryM1tTAuRo6ysjJmzJjB7t27Q+R5yZIlSCQDRepwCmBBQQFKpZLMzMxx7YFEUDCHw3hJZyznFqliEkulKlG9gomoOI4X41XuRyO59fWfU1QUxG63U1NTE9FeHM+YxnN/jDSXYDBIZeUWZszwEgwGCQaDUZ2pRI/ginbN+9cE6V9xPNz7jUYexWOdhiPyPp8Tvx/S0grp6GjF5/MBvf8mlWYCYpxOzv17L/pI/5EjR3j55U1xIcWTgQyOZYyJlBaViIbdJEZG1KS7uLg4SbKTSCICTAblNpFJ23AIp3yIRCJKS6dht5/Abu8mGHTjdrchEqXExcgxVLk7xuef7x+grIykAJaUlMRhDLH3Ioxnf4yHdJrN5n7tanyo1XLmzcvnttu+NGRuo40xWsUkVkrVWLxdE3UeE0lxHC9iodyPRHJPnnyNzs5t9PRM4+c/fyuicxaLMY31/hhuLnV1Zg4e3Ex39z6CwQJ++tMXo5YXiRzBFe2a98nPPXtqqK5uxeVyo1b7KSoqYPHiGRHL8nBr17dOBw9uIzd3Kd3dXcjlWvT6fEA0pnUajsjL5VokEnC5apBIQC6XA73/1tPTiiBo+/17L1yuVny+TjZs+Izu7sUxJ8WTgQyOZ4wjpSlMpE6VqIbdJIZH1KT7v//7v+MxjiSSuCiRyMrtZAj9CofhlA+j0cjixeUcPryL5uYqGhv/SkZGasyNHJEod8CIn3n44TtIT0+P6xhi4akYz/4Ya4il2WzmZz/7PcePuwgGDYAW8FJVdYzjx6t5/PEHo1KGx6KYxCL3M1pv10Sfx8lSmXgkJTaWyn04kuvzWensbCE19ctMm7Y2onMW6zGN5f4YPBez2UF19Vnk8lSuuOJ75OcvG5O8SNQIrmjXvE9+Vldn09y8DL9/GqmpSjyeA5w9ewSv1x+xLA+3dmKxmDlzprN58zPs2/chcnkWcrkcnS4FjUZDUZEr6nUKZ/AQhCCCEEQud1FX9xfKym4611FIh8GQSnPz5wjCLKZMUYQ6DfVFbni9jUil6ygvjz0pngxkMB5jnGgZPhnSPZIYiDHldG/bto3//u//xmw2IxKJKCsr4/vf/36yT3cSSYRBIiq3kyH0aziM5G0xGAzk5HSxbNnl/MM/3DJsqOBYEYly99ZbWwgGgyN+ZvPmj7jvvjviNoZNmz5kxowZNDQ0jMnYM979EQz2huJ6PBaamg5gMi0O5df3IVyIZTAY5JlnXmTfvk7k8hvQ669EKs2kp6cVu/1z9u17j2effZH/+Z+fU1lZGdEYY62YROrJiMYrOJnPYzwxmhIba8W5P8m12+289NJGpNKllJdH3oYw1mMa6/3RN5eamhp+85unEYtXsWDBg4jFKRHNY6TnJloEVzRrnp+fz1tvbcFqnU5PTxF+v4bMzFmIRCK02lKs1hT8fgtW6/SIZHm4tTObzbz77gFSU7+MRJKDw6HE5+ukoeEI2dlfsHbt16Jep8EGD5Uqi7q6g7S0WGhvb8DrbaChoY6aGh95ecswmeZQU/M8gnCS3NzbCQS6Q8YRheIgPT2Z5OdfFRdSHG8yGAtvcqzHGG8ZHm7OiZ7ukcRQRE26X3rpJb72ta9x66238sgjjyAIArt27eLqq6/mhRde4J577onHOJNIIokYYTKEfo2E0bwtRuNpvva1O+Oi/EWi3O3f/1vAT2Hh+mE/U1HxHFarlezs7LiMYffuX/LYY/+OxSKK2uI+3v3RR5TM5g5qauwcPfo006btpqzs+lBF+eFCUWtqati27RgpKbdgNN4d+m253ITReDdNTR62bt1EdXV1xGOMpWISjSdjuH3a1dVCVdVmNJoKFi68dVzrPRnTQyJFJEqs3++PuXLfR3JramqwWERRE5NE8j6JxWLEYjGdnSpKS28NEe4+jJVgxTKCa6IJVJ/81Ouv4dQpK3p9eej9ikQidLrl2GzPUVCwiP37DzGaLB+8dv3P85IldwFgt9vx+XzIZGtobHyPY8fOcMMN0eXTw3mDxzPPvMh77x3D47kcjWYRM2fehF4vcPr0Z3zxxRNYLG+SmWnkppvyEIQg7e2bqKraFDKOzJx5JX/726ER16uhQaCioiKhChNC7LzJsRzjaDL8xImX+fOfXxuzI2C4Od988zUJm+6RRHhETbp//vOf86tf/Yrvfve7oX979NFHeeKJJ/j3f//3JOlOIokEx2QI/RoNF8rbEoly53L5Ad+In2lqAo/HE5cxeDztHD9ei8czm1mzvhy1xX28udj9idKyZSJ27dpFVVU1NtvzLF36FZTK9GFDUauqqmhvl5CdvSbsb6enr6al5e/s3LkzNEYQ6OysxedzhvImB3u2YqGYjLXozsAwXysWSy2gJisrlxdf3MGWLdupqrIxbVp06z0W5XOykPRIDRF33nljwlXqTjTvU7yMALGI4Io3gRKE4Lnq3qfw+ztRq9Wh9VAodPj9VqRS9YBnyWSZOJ0gkcgjkuWD1y6c/ExNTQ39XSy+clz3a0lJCUZjJtOnryM//8soFL2h4yKRiDlzlrN///PMmHGaRx+9N/T8wWe+rq6ON988NOwera/fyenTB3j2WRcSiSbmhQnHSgZj6U2O5RhHujNtNhvNzRoOHjzMiROdZGSkRrWWI8/5DdaunU99/YGESvdIYnhETbqrq6u58cYbh/z7TTfdxI9//OOYDCqJJJKIHxLJEzMejOZtiQfBiEShVqslof8/ktKtVCpjPgZBCHLs2Fv4/ZdTVnYnOl0aEF0Uw1j3RziipNPBihUrMZtNnDnzLjt3/l8uv3we8+alj2AckQLqMP8OgqAGJLjdbrxe8HjaOHLkDWy2Tvx+kEjAYEhlxoxVeL29Y4xFHup4vNF9+/TTTz/l2WffRixeR0nJdWg0WbhcrRw58g5nzhxgypS2sPsl3HqPRfmcTDUcIjX8AHHz9IyVPCdasbF4GwHGKmfjTaCsVjMVFVuwWjtob6/HaHTxyiubWbx4NgoFBAKOc8XGXMjl54sCd3e3IpGA3++LWJb3X7t43691dXVUVtopLb0DnW5gpJRYLKak5Dra2hpCUQ7AEHI/0h5tbT3Jjh3Po1QupKDg6yE5FavChGMlg7GO0IvlGId751arlT17TtDVZUIiKcZkugu1OpODB7dx4sQzrF+/issuu2zYMxPJnI8dO8NDD93O5s0fJUy6RxLDI2rSnZeXxyeffML06dMH/Psnn3xCXl5ezAaWRBJJxAeJ5okZD4bztsSLYESiUC9YYCIYDHLkyMhKt9FojPkYOjtraWg4i8l02wDvCkQexTDW/TEcUTIajRgMBqZO1dLa6uSBB65h6dKlYZWM4uJi0tNFtLcfYsqUNUPWrqPjCOnpKZSXl/PBB8fZufMl/P556PW3h3K/m5u3Y7W+xNSp7tAYxxsZEYvokL17jyMIV7Bw4UDlqazsTiorGzh2bBOZmbNHzX0fi/I52XLGIyUuLpcrboW9xkqeE63YWDyNAGOVs/EmUCpVFseObcXpLADKycyE2bMzOXz4JPX120lP76Gh4TAZGUW0tNRiNM46V5hMwOHYQU5OKg7H2Yhlef+1i/f9GgtSP1Lqy+ef/xpBKOTKK7+FXt/7G7EqTDgeMhiPCL1YjTHcOxcEgYqKM7jdGej1erxeFUplOj6fk/b2Vs6c6eDo0de4/PKDlJWlhT0zkc757rvV/OhHj0yKKKZLHVGT7u9973s88sgjHD58mKVLlyISidixYwcvvPACv/3tb+MxxiSSSCKGSDRPTKwRT4IRiUJ9yy29FW8bG4f/zM033zHqhTicB2mkMZjNG5BI3MyePX/IJQ2RKWRj3R8jKYMikYicnBk4nWno9fph515YWMhVV03n7be30dqahV5fgEymprvbhd1eSyCwjZUrp7NkyRI8nt/R3r6AoqI7Q8+Ty00YDHdSXV1HTs4BTKbzSu948lDHq+iOpDylpqZiMi2kvn4jnZ21pKVNDf0t3HpHq3xOxhoO0RCXwsLCuKSajIc8J1KxsXgZAcYjZ+NJoN58833efPNv2GyXk5ZWhNGopLR0GkajEUGYc24NjmIwnMLp7EIiScNi6UapVOD1HkIqPYJEkoXReDoiWT547eJ9v8aK1Ifbo35/J1KpmxUr7iAzc6CsG29hwvGSwXhFEMRijOHeud1ux2bzotOV4XC8R05OGt3dLvbufQO3u5j09B/i9zcik03h0KGjYc9MNHNOxIK9SQxF1KT7W9/6FtnZ2fzP//wPGzZsAHo37WuvvcbNN98c8wEmkUQSsUWieWJiiYkgGJEq1CN9pqSkhNbW1mF/YzQP0nBjuPzyIEplLiqVEPa5kShk/ffHiRMvo9dfRkqKjkDAgd1+BKPxdNj9EQtlUCwW88ADX6Wl5RmOH38Lu70MSAU6SUkxs2hRF/ff/wBNTU0olbmkpxdhs51Ap8sPkXOHo4709KkoFM00NDQMUETGqpiMd26jGSRmz55PS8tLmM0bKC+/Z8B5zMioYOHCFZw4cQKtVovdbo9K+RyO4AiCgN1uR6EoYd++A9TU1FBUVBT12sQD0RKXeLVmjOSsD2ccS6R2kbE2AoxXzsaTQN1zj5yDB5uYNes2MjKmhvKd4TxxbGur5N57l7N373H27DFTXb0Ju92NWh1g6tR8liyRRizLIy2gGKv7NZakfvAebWxs5LnnviA/P/x+GE9hwvEinhEE4x1juHfudgt4PK10d/8dtfoMJSW3U1n5EW53MUbjXQhCgLa2VmQyw7Bn5mKKSkyiF1GRbkEQOH36NCUlJWzduhWJZEwdx5JIIokLjETyxMQSE1UkLhKFeqTPBIPBYZ8dqQcp3PNNJhO/+tVT41bIysrKWLt2Pk8++RcOHnydnh4JUqmfGTOk/OM/3hd2f8RKGSwrK+Pxxx9g48YPOHBgLy6XH7VawoIFJm65pXfux44dQy5PZenSpZw6VY/Nduhc8SPIyVEwY8ZS2ttPxqwuwXjnNprypFQKzJqVS3GxC4vl/Hk0mXwIgogXX9wRMr5kZQn4fLaIFbFwBMdqtVJRcQabzUt3dzdud29bqW99K/pWRvHAWIhLvDw9I53j0YxjieR9iqURYLxydvjCZ72GoLa2avz+LtTq8LUdRoLL1Vv8q7CwnJQU2ZC/9xHHrKwsfvSj1aH2cH1rEq669HBrB70dF8IZXOJ1v0Z6NoYbGwwfRaXValEqdyckyUv0CL3B77ytzYXff4rMzLlcdtl6pFIlNlsnen3vmfH5XEgkIJfLhz0ziT7nsWCyFPOMFyJmzTU1Ndx8880cP34c6M3t3rhxI/PmzYvb4JJIIon4IZE8MbHCRBaJi0ShjlbpHmsP7vLy8tB7i4WXpa/PrE63jlWripBI5Pj9Puz2at599wDTpk2Lq4enrKyMxx4rGaIQK5VKgsFgSGlXqQSWL18caskjl8vR6/U4HA0xVQ7HO7dIlKclS6by/e8/GHqvFouFN97YQVtbCXl5K0K/d/bsNpqbj+P1vsqSJd8bVREbTHD6ivv05hrORKFoRySayunTJp58MnHyuxPJMBjuHMcrjSWeSmmsjADjlbPhC5/1GoKsVg8dHZ9gMFTy8subuO22L8WtFVQ06zH4s/0NLh6PQCBgx2SScdNN17J69eq43q+jnQ2AX/7yybDGIGBYQ1FJSUnCkrzJEKHX/53b7XZeeulNzp6djsFQSmvrcfx+kEozz9UOqCMnp7fyPIQ/M5NhztFgMhXzjBciJt0//OEP8Xq9/PWvf0WhUPDrX/+aBx54gH379sVzfEkkcVEh0ax8ieSJiQUmezhWLHpwj5es9Cf+5eUDFS+TacmolbpjRZTEYjEej4d33/1s1P6k/YvGxUs5HM/cIlWeJBJJKA/773//hLa2kiHGl/Lye3A6u+jsfIcTJ3LIy7tyREWsP8EpK7szVNzHaJwFgNX6Ljk5JhYseBCzeUNC5XcnqmEwXmksE62UjvU+ilTOqtXqsN7WwedBqSzj+PFWnE4RIlEdmZliZs36F44caaGxcXgDRrjxT4R3sL/BRaks5/TpTVitFrZv7+H99ytZu/ZTHnjgq5SVlcXtfh3ubFRWVg5rDDp69PeAhEBg8bCGotHk1E033X7BzmMiGeKGQ3+dSiaT8eSTvWup1RYgFgdwOk/j8wVQqdooLT3fI3443WQyzDkSTLZinvFCxKR7+/btvPLKK1x11VUALFq0iIKCAjwez5hb3ySRxKWERLHyJRrxHw8Gz8VkMiWspT4SxKoH93jIynhDR2NFlBKxP+l45haN8jTaO5g58waqq81MnVqJxXJqxGf1Jzj79z9PU5MOnW4VPl8DDscOVKoqSkvXIxanxCz9IpZIRMNgPNJYJlopHc99FAmxNZl6ePnlTVRVOUY0Dm7c+AFvvPEWVqua9PR8jMZ0SkvvxmgsQxCEYQ0YI40/nt7B/gYXl6uDLVuewOOZgkhkQCxOoavLxVtv2fB6X+PRR++M690++GyMZAwqK1vPxo0fAoXceuv54pODDUU//OHDw8qp2bPnn2tNdeF0mEQ1xIVDf5lvNlcAh2hvF5g2bS1lZeWhDiaj6SaTac7hMBmLecYLEZPulpYWSktLQ/9tMplQKpVYLJaEuxCTSCLRkChWvkQh/rHAcHOZM2f6hJOxWCGWPbjHSlZi1ZJmPPdCIvcnHc/cIlWeInkHcnkqX/nKLej1+lEVsT7l7+mn/8KJExWIRMeQSlPIyUmjtHQ9RmNZ6LmxSr+4mBHrNJaJVkrHex+NFrmRkrKH5mY/DQ2zyMtbP6Jx8O675Rw4UMvs2WtJT5+BXp8faps3nAEjkvHHyzvYZ3Dp7taxbdtf8PluQC7/KikpJgKBerq7X6WpaTc7d6aQl/cBjz02cURiJGOQw1FPIGAAZuJwOAZEBw1e53ByyuVy8dRTb1xwHQYil8GJ4GDov5ZHjszj9de34/VWI5OZ8Pt9EesmiWh8jBQTVWtnMiBi0i0SiYZsBrFYjCCEr5KbRBJJ9CJRrHyJQvxjgZHncoC1a+dz9OjpSReOFe8e3JEg3iH6kShCF3N/0kiUp0jfgV6vj6ql0qOP3k99/ZNoNFcOITj9n5uo6ReJglifkYlUSmN1H/X3VB848NtQwcP586dgtSppbJwT0fN7C5+lUlBw1YiFz/oMGOHGLwhBgkE/GRnl1NZa2bjxAx577FF+9KPh60KMVUY4nU7c7iAHD75Od/dSFIrvIpGkEgiYCQQ+QBB6CAT0nDp1itdfr2Px4tmsWbNmTL81lrENZwzy+ZyAApEoFZ/PN+Tvg9e5v5wKBoP88pdPXnAdJhokkoOhby0LCwspLi6e9KHi0WIia+0kOiIm3YIgUFxcPOBC6OrqYu7cuQMOWXt7e2xHmEQSkxyJYOVLFOIfC0TqBf3BDx4aUGws0ckYhPcgqVQGmpsPYTa/jiBYmTVr7ph7cEeCeOZERqoIXer9SeP1DgoLC1mwoJBDh2zo9WsmXfpFoiDW72cildK++8hkum1IAcKx3Ee9jhc/0EvkOjo6OHvWw7RpKyK678IZMPqqmPt8Prq7rcjlQsiAMfg+tVrNVFRswWbrxO+HYNBFc7M5RHaHqwsxEvkayTCo1WpxOhvo6OghJWUhKSlaAgEzXu+rBALTEYSbAD8+38dUVR3l179+idzc3HETqkiMlf3XUqudgt1eh8/nRC7XIpOpAS+C0IlcLu/3/oLY7XW0tZ3C7+8MWzE+Wh0mVh7msT4nkR0Mkz1UfCyY7LV2YomISfef//zneI4jiSQuWiSClS8RiH+sEOlcBvdojhXiHbLWPw9sz55fUl1di8slQSqVIAhw/PjzSCTnQ4L7EKuLK14VU6NRhC71Szpe7+Biq4Z7oRDrdZzI/e50OmltdVBfX0N7ewC/v7fVnsGgoLR0Gmlpkd1H/c9zYeH5EPKjR//GmTMV5OSI0OmGfm/wfTfYgGGz2ULt7Hp6BFyuTygtrcTlcoXG33efWq1m9uzZgNtdjF5/O1JpJj5fE01Nf+LZZ9/G6/Xy7rsHoiJfwxkGb775GtRq9bne9k56esSkpGQQDDrx+d7D758O3AT0OZ70eDzz2L37EL/85ZP8+c+/H/O5itRY2beW27a9Sk9PCm1t9tD7zcjQ4fefRi7XoNPdBhAyWFitHbS312M0unjllc3ceuv1YzaCxsrDHOlzwtV1SXQHw8VoKB4JF2Prs7EiYtJ93333xXMcSSRx0SIRCMR4iX8i5Eb1IRZGjOHmM9o8JypkraysDL/fz969FWg0VzFz5pVMmzaHbds+orbWjM/3GosX3xki3rG+uGJdMTXaSIvkJR2/qrUXSzXcC41YrmO893t/uXbkyBGqq6sRBC8Gw2KkUjU9PS6am2ux208wc2bqqPfRaAW7KitPcuzYAbKypgwxjA6+7/obMHbvfpbm5jS6u6ehUuno7j5IaqoPWMxTT73BI4+IQ/dpV1cLFRVbcLuLMRrPj0EkSiMt7WqcztP87nd/QatdN6ALw0jkazjD4LZt77Jp07+Sk5ONXG6krU2CILTh9+/H56skGDxOL+E+DEwHlIAOsbiQ7u503n3393z88cdce+21Ub+7iooKfve71yMyHIjFYubMmc7f/vY0dvsKjMb1pKUV4nLVUFX1dxQKJ/n5ZzCbX0OlyuLYsa04nQVAOZmZMHt2JocPn6ShYWxGUIvFwptv7hy3hzlSA224+zgrK0hVlYNp0ya/g+FiQdLYex4Rk+4kkkhibEgEAjEe4p9IuVEwfiPGSAXYevPAw89zIkPWTpw4wfe+929UVpagVi+gosKDzXaEgoJSvF4tLS17OXx4AytX/gC32xaXiyuWYXCRRCecPPkndu3ahV6vR6vVcvPN11Bf/0bCXtITYYiKVyhiSUkJd90lp6qqCoDi4mIKCwsvCaUnlojV+4mnUjq4n/SpUyex221oNGeQyXpTDORyHUbjLFpbj3Hw4Fvcc0/qiPfRSOc5NbUAk2kqDQ176excQVpaWuhvw913ZWVlPPTQ7Xz3uz/Fbleh0RQSCIiYMiWN0tKvYzCUhkjy97//IKWlqezYsQmrtQO9/vwYzvc/VpKTs4StW99l1aqiiEOiwxkSfD45NlsxFksnMpmXlSt/iEKxkwMHvofX+x7gBVTAe4AaMJ37nxKptBiJpBC3+1VeeeUt1qxZE9U7DAaDbNr0YcTGymAwyNGjpzGZbiQraw5tba10dLQikUBx8ZVIpamUlNSRltbIW2/9DZvtctLSijAalZSWTsNoNCIIc8ZkBL38cj179hyLaKx9eyjcmYnUQBsMBsMWdjty5G+cOWOOONJiLAjnXZ9sqWwTjaSxtxdJ0p1EEnFGIlj5xkr8EzE3ajxGjJE8GX/729OYTCspL//nIfPsq5I9XoUiEpjNZn7xiz9SWakiI+Mf0GiK+3mimigpyUWhKKW5+c8cPvwYGRmpzJuXxk033Y5SqeTYsWMxu/hjFQY3eis0EYcPn+K//qsVpTIrZPDoXxCvoUEgEHCRlyfhxhvXhNY6GsSKKE+kISrWoYjhx14xKTsYJAJi9X7ioZQOlnc9PTKOH9+GUlmBw/EODQ0ijMYbkMky6e5uxe/fRyCwj0WLvjPiuRjpPItEYmbPvoWWlp9gNr9GefnaiO47tVpNVtZM8vKuRybTIJdrBxT66582dMst13H48O9ob/eiUMgJBv10d7twOOpC/Y97ejz09EiQSORDxtj7ewPJV01NDfv3N6BWX4Xdbkev1wNQUXEGj8dAbu7dOJ3PU1u7A7N5J3r9Dfh8lQjC5cAUYD5gBw4C7yOT3YVMlk5PjxmxWE1dnTdq76rVaqWyMvK0sD5jSHn57Wi1uUNy9h0OE21tz3HLLYs4fLiFWbNuIyNjaiiff7jnRqLDLF68jBdf3EFe3h0jjvXTTz9l797jw8rOSA207e2vYbOVjTvSIloMlp8+XyceTyNKZSZyufGCOyUSGZdiPvtgJEl3EklMAC60lW8sxD9Ri6+N1Ygx3Hy02lx6euZgt3eSnS1Bq52CSCQeMM+//OU1mptFoyo/oykUo6FvjFZrDmq1Ho1mGmJxSsgTZbUex2Jp56qrruXIkR18/etLmD9/Pi6X64L3Tx0JI0UnWK1Wdu3ahcMhJTPzXqZMmT+gEv1DD93OokXNvP32hzQ0+GlqUvPiizvYu/d42PkNR6xjmWuYaIaoSDHesSdSmsnFiOGUUuglhdGsezh5Z7FYEIuN5OXdQlPTb4CPcbubcDpFSCRgMmmRywvIysoa8dmjRRsplenMmlVAcXEzFsvA+24446DT6cTnE1FYOH/UKuazZ8/m/vtv5dSpZ3E6t+JyGZFIICdHQWlpb//j+vrjSKV+/P6hlbphIPkym8384Q9/5sCBWtRqG1KpHYNBQW5uJjabF71+JlKpnK4ugaqqD3G5LkOpbEWhMOHxzAMaASeQS29YuRaRqApBuIZAYCcqlRK5XBu1d9Xj8USVStXfGCISiYZ0uVCpjFRVudi/fz8+n4iZM2eGNUqE8waPpsP4/f5Rx2o2O3j22Y0Iwoph5U8kz6mqctPZ2cWMGffHJNIiUgyWn263iF27dtHeXk16uo1ly25BqcyYFHfBhcKlls8+GEnSnUQSE4QLbeWLlviPpfjaRCnlYzFiDDcfu91OW5uPzMwbsdk2YLfXkZpaOGienxMMaigsHJ9CMVq13IqKCvbvr8FkugOL5SN6elqRy02hseh0+dhsh7BYzpCRoWb+/Pl4PJ6E6Z86HIaLThAEAbP5NO3tZykpmYvJtHiIweNPf3oJj0dOW9tcCgtXjDi/kVIHBhdU6upqYceOTRw+/Dvuv/9WVq9ePSYiAxfeEBUJxjv2WHv3w4VoJjFUKR3ruoeTd3K5HIkE/H43RuOduFwOSkpmIRKJ0Wiy0Gpz6ej4C2q1ekSSP/g8gxCqlC2TaWhs3MWSJcV8//sPDgi7Hck4qNVqkcsFmppOIZMZBlRUh6EeytWrV3P77cfYudNOfv4KFApF6POCINDZeQSTyU9d3VY0mmxSUwtCXvP+5Kuv/3RtrQm1WkCrLUYkSqWuroKamgP4/Ur0ehXd3c0Egy4cDj8KRRHt7afQ6e4lEHAjCFn09FgAGSKRGrF4OYHAcwjCk0AF2dmlZGTYo/auKpXKqFKpRjNuHj68i+bmU7jdbdTWttPZuYXLL78Co9E44nP7MJIOU1NT069y+lAve1eXBYulAbF4OQsXDi9/7rzzxlHnLBZ3EwzKYxppMRr6y8+ysjux2+0cOrQfjyefoqJbsdk2UFW1leXLH074uyCJC4ck6U4iiQnEhbbyRUP8oy1YNtG539EaMYabj8/nw+8HrbaQjo6+fqYD5xkMyhGLu4dVBCJRKDZu/IC775bjcrnQaDShti39162lpZPKyhqKinahVPqw27cPKBIklaqx2XycPPk+K1bAlClT+O///t9JQQIXLZrF4cNvs2+fi+Lia9FosmhuPsWZM++SkeGjtPTrA3pGi0QicnOXsnXr38jJWTeiolZSUkJlZWVYL+7Bg9vYtOnPpKVdwZIldw1oM9RbtdfLqVN/5Pbbjw2p2jsYk6ELwHCGr/GMPdbe/eFkxTXXLCMzM7y8uZTQ9w6PHDnC669vx+udS35+dOseTt7p9XoMBgXNzbUolQEsloP4fHak0jRSUo4SDNYxf76Ml1/eRFWVY1g5PrD42f/Q1dWFwxHA5/Ph81nIzm7nH//xASQSSWgvmc3mEY2DX/rSXCyWk1RWvoJafTVSqShUUd1gMAzxUIrFYm699XoaGjZgs32GybScQECJy9XKyZPv0dm5BbU6nerqg1RVVWAyTWX27FtQKtND5Oumm86nDS1YsB6f73fU1HxAIDAHj8eLyyUQCNjw+6tISdmKXm/H49GjVMoIBkEmMyCV1pOSMgVBEOH3tyEI1QSDauAM0Exq6lxyc1XMnJkStXfVaDRSUhJ5KtVwxk2r1cru3cexWCooLJzL0qXfp7v719TWmvF6tSxZMitEvEfzBg+nw5yvnP4uPT1zaGvz9aucLsfv3wN4KClZN6L8AUZNHysrS6O5WRhTpMVYIwv75KdKtYqdO/fS1OSgqakTmUzA79+HTleGzVYZMtonwl2QROIhatIdCAR44YUX+OSTT2htbSUYDA74+6effhqzwSWRRBKxR6TEP5qCZRcq5DYaI8Zw8+nz/rjdNUgkIJcPtO67XK2kp+vJzoaamvCKQFXVh4ykUKhUWbzxxt84cKARiUSDUgnz5+cwdeoU3nvvYGjd9HoZ9fXbaGx0IJM1IhLtxGoFnW45PT1qmpqO4HD8nZ6eSiori/nJT35OVZUtoSu19idYDkcAi2UTzc0fkpVlQioNoNNVs3TpfwxpgQbg93tpb5cwa9b8EedXU1MzwAvhcDiw2TqQyzVMmfIl9u0zI5O5AAGrtWJAmyGFQo7TuZWdO+1DqvYORiK0/xsJIxm+IgnbDDf2WHv3h5MVhw9vx+vdgVqtZubMmeNfjEmKvndoNndw+PABHI7LmTatiKwsOTqdLOJ1DyfvRCIRpaXTaGl5j9OntyMIs1Cp7kEmy6Gj4zBe78fs3HmAlpYZYWtb9D8bZWVlrF07n3/7tz9jsZQhl1+GXJ6K0ehBo2nm3XcPMG3aNMrKyoZ4Cfufz7KyO9mz54/8/Od/RK9fgV5vpaenkZSUeTQ2erBaPyMnp4OiopYhHspwEU8+XyednWdITb2K8vK7KC4WcezYARoa9tLS8hNmzSpgyZJi1q1bj1KpDBmixOIUMjOnc/To0/h8nahUN6LVzqG9/VUslv8lJeUkfn8mHo8Vl+sgwaAXj+cMqal6gkERgpCN251CMGhDJHICMvT6IoqLYdo0y5hb/K1bdy319a9HlEoVLvVKpTJy+PAuLJYKsrM9XHbZnUilKi6/fD0+32vninI6WLnyOtxu65i9wQMrp3eSmXkjWm0hbndv5XS5/ENyckxoNNlhv98nf1wu16jpY/fddwebN380IjEPF2kxnsi7vlZ7ra2teL3ZSKUFyGRuZLIMurrq8XqbUasdIaO9Wp1JQ4NARUVFMh0niRCiJt2PPvooL7zwAmvXrmXWrFlDFKEkkkji4kCkBctMJhO/+tVTCe9tHW4+er2ejAw5VVV/p6QkFb3+vHX//DzTuemmNTz1VPhq2lrtUYLB/LAKhdVq5tixrdhslzNr1m0UFpbjclmort7Jyy//Eb1+bcgDKwgCU6bk0dSkIhhUotOdQKVqprHx97S2OvD5WsnM9HH99b9GpTJw5Mg7nDlzgClT2sIaRhKBBPYnWAUFvWHdlZWb0GgquOmmpWzZkopSmRH2+3Z7HSAlNTU37N/75ldVVTXAC2GzeUNeFoXCj0g0HYfjDJ2dNUPaDAWDflwuI/n5K7DZPouayPTHhewfPprh67bblo1p7LH07o/Waspuf5PNmz+itLT0klRO+79DnW4xIlGQjIx7aGnx43CcYPHi3nzlSNZ9OHlnMGSg1dYjCNkolWV0d7chCO3k52vp6lpDY2M6fn9vbQuAYNBPRkY5tbVWNm78gMceG1gpOz//Vq644ga6u7tDocTAALk/2EvY/3xmZMjp6NDS3p7OkiV3MGOGl4qKLdhsG0hJEbDba8jJ8fDQQ4+HNYb1j3iy2+289NKbSKV3UV5+z7mUHMjKmkJHxzIOHXqa9PQG7rhjLUVFRZw4cSJkiBKEIK2tp9HpVhIMpuB2b8Dn6yQYPEpKipyUlHWIRFeiVr9FR0cLgYANmewzsrN784pttnYEwYHf7wSOo1ZXc8UVWSxdmjGuui2lpaVRpVINNkRUVblobj5FYeFcLrvsfJtJo7GMxYvv5PDh184V5dxBRoZ6XG0heyunryQrK4W2tg10dPS+45KSVHp6FuN0nqGry4Jenzfk+/3lT2Fh4ahzFovFo9Z16R9pMV6o1Woslga6umDKlFn4fD7EYh8ikRKVahZOZwuC0IhMpgagvn4np08f4NlnXUgkmoSrs5LEhUHUpPvVV19lw4YN3HDDDfEYTxJJJJEgiLRgWUNDQ8KH3MLI85FKj6LXb0ciWYnD0Rh2nr3KjDisau9YDgABAABJREFUIrBw4U28+OKOIYRGEIJUVGzB6SwgLa2IjIypiMUSBMGPRKKlsVGFWHyeqPd5ouz2E9jtRuz2bubN+xJ2+3Y6O82YTCZWrPgGmZnlAJSV3UllZQPHjm0iM3P2gPBsiIwExisP/3xRuOnk5i7B4+kgGPSj1+ezcOHDnDz5KrW1LZSWpnL4cHjDTlubmfR0MRLJyMWQgAFeiN7CR739h2220zgcjUAbbW1V2GydA9oMdXe7zpFzxZiJTN9449n+b6T3FIk3eu/e4xQX6zhyJLqxx9K7PxqBNxjKqKg4ecFlxYXA4HfY2nqcQCCF1NRpaLVSrNbjVFScQSKR0N3dTUqKDI9HGHbdh5N3TU0HzpGwL3P55fNRq9XI5XIEQWDr1iOh2hZnz35KY+NxbLZO/H4IBl00N5tZvHg2a9asCb3L/Pzb0enShvx+/7M02EvY/3zW15+mra0HnU5Nd3cXWVmzMRhKQjniPp+Tnp4tqNXqYdeuL+KppqYGi0VMfv5VA/aXzVZxjsh3Uldnw25/mgULTCxaNCtkiAoG/dhsnWRm/jMy2RS83hpqa3+L37+cwsJ/orPzLF1dFeh0eSgUe/F6JchkB+nqegulch5yuYfc3FbS091kZgrcd99jzJ07d1R5Gon8jTaVqv/nDxw4wPPP9zB37g+RSBQDPmc0lrFy5Q85fPixUFHO8baFLC//Z7TaKaH311eF3m6vZ9u2B6ms3MLChf80qvwZbc4XpjitG5GoDuiNkFOpJHR1daJUGoE6wA1Aa+tJdux4HqVyIQUFX0ejyUq4OitJXBhETbplMhnTp0+Px1iSSCKJBEMkF9uxY8cSOuS2P4abz8qVacye/c1Qe6rhLvCRqgvv3Xt8CBmz2+uwWjuAcoxGJd3dTezY8QLt7Z2YTEEcjm7OnLEzffpZioqKgN48vsWLyzl50kx19VmOHfsvOjo6mTFjLpddtn5AGHZqaiom00Lq6zfS2VlLWtrU0N8iIYHxzMOvq6tjz55T2Gx2Tp06FfJsGQyplJZeh8m0nMrK57j33uU0NOwMa9jJz2+juHgaDQ070OmGJ4rTp0/HYnk+5IU4XzhKx5Qpc2lvP01n5ymCwSB+P0ilmaFn9Pb17S3CFAgoR9yrF6r932jvKRJvdEVF71o3NoZf6+HGHkvv/mgEXi5PxeuNXlZcDFXVB79DuVyLREKomKJUauTEiQqamjoRixUEg60oFGYsFguzZ88O+8xw8s7jsaDT9bB06VKys89HkFgsllBti5YWKwcOvI0gXIFefztSaSY+XxNNTX/i2WffJjc3N6p0hcFewv7nU68vprm5Cq/XGvISikTiUDFLv99HVdWHo+6JYDBIRUUFFosFvd6NIAQRicRYreZQOolOtw6R6BRqtYFDhyqoq9tBerqP+vrtZGSUh2RDr/FShMcDqak3kp6eT2rqFFpaPmHu3DkoFLM5ffo96upOIQgvYbe/iVqtoqgokyVLprJu3aMRyc+RzvXglojR1oPp//nNm4/hdtvCnl+320ZGRirz588fl6FrYOX08++vDxpNNllZBWg0RyOWP6PNeSKL07pcLrKyCrBaa7FaX0WnW056uhq3u4LOzrdQKGpQq020tZ3i8OFXEYRCrrzyW+j1vecj0SL/krgwiJp0f+973+O3v/0tTz31VDK0PIkkLgGMdrElcshtOIw0nxtuGF15H04RCEfG2tpO0d5eT2YmZGYG2Lv3ddzuYlJTb0Ona0Uud+NyyTlwoBKtVhsqZmM0GrnsMg9paYVcc8003nmnMqynQiQSMXv2fFpaXsJs3kB5+T0Rk8B45+EfOXKE48drEYkuQ6VaiFqdi1jso7l5B3b7BhYsWIfXC1lZWSMYdu4C4MknIyG5570Qg6HR2HC5Omhs3E0w6MHna0IkShvQ11ckEkW0VyfSwxIMBvn000959tm36eqaQ0nJbWG9JpESoJHXOvzYY+ndH01W+HydUcuKiS7gGC8MNkjo9fkYDKk0N29HpbqR1lYXbreUrKwZ6HQFWCx/we9X88Yb28nNzR12roPlnd1u55lnPkKlEgZ8rq+2hctVTVdXLSLROqZMOf++RaI00tKupqvrDG+9tYXly+fh8XTQ1HQKk2nmiP2Qe2v/hD+fKSkpiMV1BIOOsOOP5Ez27YH9+xuoqLBRX/9HcnJyKSm5hsrKj0LpJD6fA6lUeq439eXnZMpxMjIqqKuzEgy6QrLBaj2IWNxDZuZ0RCIRPT1uVCoFU6ZMITU1lby8ORw+/Bj/+I/LyMnJQavVotfrIyZ9o8nfhx++g/T09FGfMxomKjpHrVbj93dSW7uN9PQZA3qsQ+97zMw0cu+9y8+11YyN7Jyo4rRarZbMTCNZWVfR0HAEm+05/H5ITfWi0fQgCLn4/RVYra8hlbpZseKOIUUhEynyL4kLg6hJ944dO/jss894//33KS8vRyqVDvj7xo0bYza4JJJIIjEw0sV2IUNux4rh5jOeCzwcGfP7OzEaXcyaZaCxcRsu13R0uiX09HQAKSgUafh8Lfh806moOIPBYAjldjc27mThwjyuu+46vvjCMqynQqkUmDUrl+JiV8SVWuPd+ioYDLJ580e0tRUgkRRgt9sRi+2oVAoyMq7G7YZjxzZRVCSEcvhGMuxEEm0x2Ashk2XS3d2Kw7EDg6GFvLxyZs/2sHOnmaamP5GWdjU5OcpQX9/Be3Uk72kkHpbxel/NZjNvvvk+b775KTbb5aSlTcPna6S0VIHRGH2bnf75ktF4h2Lp3R9NVthsZkpLI5cVF7pnev933Bf+7HK5xvS+BxskRCIxpaXXYbe/Rl1dG93dl6FQKBGLPbS1vY5O18CiRd/Haj0y6lntL9eCwSCff75/2NoWJ0/+FVCRkXEtPp8dv99HSooMp7OenBwlBsN8Xn/9P9m37yw1NWc4evQVpk1bS1nZ9GErYJ84cWLY8+l0bkerPYPfr8Ln6xow7kijdfr2QEHBbXR01NDQ4KW52Upr6x9xudxoNFfh9Xaem8P51mIm03La2iq5997l7N59lObmXtmQmrqatLTetlTBoA2PR4HNdorsbNDpdMB5D/HChQujvjMikb+bN3/EfffdEdVzw2EionPMZjMbN37A2bNNWK2vkJ6eh9GYRmnpdRiNZQPe4+rVq1m9enVCRqaMJLPPy64Wli17GIejPhQ+r9WaOHDgBWbMKOX666/i+ed3k58fXu4kUuRfEhOPqEl3amoqt9xySzzGkkQSSUxCTMSlPlnCRweTMbVazSuvbGbnzu3U11fh9dppbz8FQGqqDre7DrncgUikpqlJR1vbVKTS7gHrVlhYOKpRY8mSqVFVao1366tPP/2UHTsaSEn5B4LB6Wg0BQSDbrq6avH5TmI0ltHQ8AHLlhUMaAE03G9FEm0x2AvhdPaGs+fkpGEyrUQQPudf/uVe1q2rPuc5PnOudZkOu71+wJpXVlaO6j0dabzj9b72EYna2jR8vjKmTPkGYnEazc212O3nC2pF02ZncLulaN5rrLz7I8mKxsYdlJa2cPPN10V0tmNhOBqPXOn/jltbrVgstYCKrCwTmZm6qL3t4QwSRmMZM2d+iYaGlwgGvwAEAoEZ5OSkU1ram2oil2ujOquj1bZQq7+gszODhoZKurtTCAQC+P1daDQepk6dwfHjVqxWNbNnf5nlyzPZufMlqqo+x2arZ+nSpSiVwhC5P9r5nDHjOszmv1JXtxWlMi3i+yPcHpg5U4HTeYL29gLa2rbi851BqWwiGKxBo/Fw+eULQnulfwTIj3/8HZYsmcN///dLVFd/Snd3OQ6Hm+bmV4G5yOVtSCQGdu7cS0lJEVbr2I3JkaaDWK1WsrPDV/uOBvGMzulv9Jgz5yccO9aK09k7x46OV5g9eyVut2XIe0w0L+9oMrv/uTGbN2AyLScjoxiXq5WKitcpKGjkm9+8D6VSiVK5Z9JE/iUxsYiadP/5z3+OxziSSCKJSYx4X+qTKXx0MKG59dbr2b7932hsbEYmW4hKdTVisQ6//wSCkIJOV0FaWiUWyylOndpFVlbqkHWLxKgRTaXWeLa+CgaDvP32h7jd6RQWrqG52Y7H04ZcrkepnElX1xGamk6h07lYtmx+xCQnsmiLoV4InS4Ps3kD8+alUVhYSFFREbm5uef21PM0NQ3cq8C4vKfj9b72JxL5+eXU1m5ELs9BLJZhNM4KFdQyGAxRtdkZr+ErVvmTw8mKuXPTWLNmOaWlpRE9Z7yGo/HIlf7vWKW6DKv1M1yueQhCPiIRZGVlcujQybDveziiPxwZFgQpEomO/HwRs2ZdTXb2ZQNCd8dyVge/g4YGgUDARWmphPLyBbz44gHs9nZkslmkpChQqfzIZE4OHz6DRCIjPT2f9PQZpKYWsmKFDLP5A86ceZedOzdx+eUzmDcvfYD8iuR8rl07k4wMP1VVkd8f4faA0WikuHgK27Ydwu+fTSBQDUjR6aYjkzmpqmoiLS0No9E4gACJxWJyc3NJTdUgkzXi8Tjw+zsJBqsQidqQSC5DJptGXV09Z88+yaJFXaxb98CYztRI8lcQBHp6ZFgsdhoaGigvL4+JgTke+c/hjB4ajZWKijNYrUVYrWc5evT/cfvtq7n11vhEncTCIB+pzI5EzwkGg5Mu8i+JiUPUpDuJJJJIIhzicalf6PDRWKCkpIQpUzKQSo2IxQvp7g4ikXSgVuspKvoaLte7SKWVzJtXwAMPXE9paemQdYu1USOeefh1dXU0NHSj02Ugk7nIzTVis3XgdrcQDIJYLAdsFBWlc9lll4W+Nx7laSQvhNm8YQjpHKkg3i9/+eSYvafj8b72zb+iooL9+xsoKLgNQQgMKKbV2wIpH5vtEHa7HZHIOaTNzsaNH3DgwG9xufyo1RIWLDBxyy2xOSexyp8Mt/4mkwmbzRbxM8ZjOBqPXBnYc3o9O3f+Do+njJyc3voDVutxGhpcLFt2J2bzawPe92hEv6ysjIceup0XXniNiorPCQblyGQpGAyVTJv2D6SlFQ0Zz1jPat87+PTTT3n77Q9paPDT2Kji9OljiMU60tIcGI35SKVS5HI5Xq8Xs9mOVPoZ06cbQq0VjcYyDIYSCgt3Y7X+lQceuIalS5cOKYg12vm8//6vRH1/hNsDgiBgsbSj15eRk3MN1dXvotFUUli4BpFIFDJaZWRkDEkneeutLQQCy7jlljv45JO/IwhBNBodDscxOjq2YrF8RHb2dAShkZyc7CHFziLFcPLXau0lrE1NdXi9NWzZcpAjR07FzMAc6/zn4YweBoMBu91OW5sel8vL3XffHCoUGkvEwiAfrcweTc+5UMU2k5gcGBPpfuONN9iwYQN1dXV0d3cP+NvBgwdjMrAkkkhi8iGWl3q8844nCnV1dfT0ZDBz5jys1m70egNSqRij0Y7LpUEsXhYKtb722msjagMzXqNGPPPwnU4nKSl6srK0WCzbMRrvIj9fhc/nw+/3IxJl0NzcyMyZ6aHnx0J5itYwEW6v1tTUjMt7Olbva//5WywWKipsdHTUUFZWHCqm1ddXXCZT43SC1+ulrW3oexIEAfADvW3WeotYJR4Gr3+04xyr4Wi8cqX/O3Y46oe0oOszijgcjgHv2+PxjEr0ATZv/oiWFhHBoAaxuJvUVDdKpZ/9+z9Ara5AKhWFOgAYDKXjOquVlZW8+eZObLa5FBauoKfHzcmTHpTKUtzuvXR2SjAa1yAImXg8tQSDB4BD5OZ+d0CRLJFIzJQp8+nq+hC9Xh923SI9n9HcH+H2gN1ux2bzotfPRBDsGI3TkMtrsdleQ6dbjkaTRVPTVvbvP05BQWOIAPU/+05nFy5XGllZ85DLdaSlXU1a2m5crr+yYMG16HR5tLX9eczpN+Hkr9VqZc+eE7hc6QQCToqKlpOZeS2HDx9PWAPzcIYvkUhEamoqGk05VVUaXC5XzH87Vgb5scjsSKqqT3w7syQmA6Im3U8++SQ/+clPuO+++9i8eTNf+9rXOHPmDPv27ePBBx+MxxiTSCKJSxDxzjueKDidTnw+EXPmLGD//lO43WfR600IQhCv147dbkUicUcUah0ro0Y8rfFarRalUkR+/nyczs8HFE6CDtraPkSlOsyNN34n5P3rrzypVEaam0+zdet2Tp58jsce+xrl5eUR/fZ4DRPjDbsfy/cHz1+vd1Nf/0caGrw4nWZmzFiI3f5xaB17izu1Uld3egBp6P+cwsL1ofd55Mh2GhsTU2kfD8ZqOBqvXOn/jm22ygEt6ICQUcTn85GR0fu+7XY777772YhE/9lnX8TjkdPWVkJe3u0UFmZSV7eTzz9/ju7uy1CpyhGEWYjFCpqaDmK1Pk9OThZFRa7QHogmWiSc8cFiOYZIpCY//ys0NRmAbbjdNTidIoLBbjQaOwpFNmp11pDnRVr5P5bRUOH2QK9xDyQSFW1t72IyFVNSsobKyo+w2Z6jpyeA232MGTNK+eY37wudiYHvtePcez3fwkyrnU9394fI5Xo0mmyamsZeDGuw/M3NXcbJkzXY7T1IpcfR6RooK7sDlSqdsrL1nDy5ISENzBeqc0ksDfLxSrWayHZmSUweRE26//d//5dnn32Wu+++m7/85S/84Ac/oKioiH/913+lvb09HmNMIokkLkHEM+94ItGnmKhUAosXl1NRcYb29sM4nX68XgkZGQ4MhtwBodaxxHCKeLys8f3zNxctuoPKyg9DhZNSUgQUijrWrJnN6tWrhyhPNpuNI0cOYbN56ekpobKyAav1pzzxxE8jJt7jMUyMV4mM9vvhlEdBCJKTk0tzsxWXaxatre7QOlqtf6K9vQ6j0c3y5VeEwsYvlqiQaDBWw9F45Ur/dzy4lzZAd7cLiaS3BVff+3Y6nSMS/SlTlvDhh8+RlraW+fOvR6tNBQQaGo4gl9+ATDYLvd6KSuWjrc2BSJSL3V5BTs5eHnroccrKyqKOFglnfOibj99vxWhcidutZcECA3K5CJlMw759h2ls3IRMphnwrGiiY8ZzPsPJssF7ICVFRjDYisXyF3S6hlDBOaOxDLu9jra2U7hcTh599P4BIc8D36vm3Ht1IZf3Vivv7m499161MSGT/eXv/v1PUl1dg1o9lZwcE6Wl6zEYSoDWhDYw98n6gwe3kZu7lO7uLuRy7bnUA1Hc8pdjaZCPp+FgotqZJTF5EDXprqurY+nSpQAolcrQxfTVr36VJUuW8NRTT8V2hEkkkcQlif+fvfcOjPuu7/8ft+90U9Kd9ratYXnLjh2PxNkh01lOCC2rJQmFBEq/lJbvty2UXwulhUJICyQkgRBCYpLg7Djbthzb8ZRlbUvWOOl0Q9LtfZ/P7w9ZZ+1lyQP0/MvWOL0/7897vMbz9Xxdav2/J8LobMzmzWa8Xjd6vZ38/Ays1reoqiqeF2GV6dSQznU0frgz5HTC8uV3EI+Hzxi8DRQUwAMP3JekdDY0DGAwrKepaQ91dTbi8QpMpqUoFFrU6kwaG/+Df//3J/h//+/Bec/Univtfqa/P57xeLZV1A48nhA9PXoqKq5k+fI7aG5+hfJyJw888Bmuvvrq5Hv6U2GFzBSzCRyd67ky/B1XVGwfQf8H8Ho7yc5WYzAYaGh4izVrUtHr9RM6+k5nA0eO/Jb29hh+vxmfrwazWU1OjiJJXRdFPaFQP+vXlyezudGohWj0D2i12llRbccLPgzvDZ6efjeJhBSVKpPMzExEUUSvf4esrH66uz9GKpWf11rVyc6y4WsgFBJRqxuIx7Vcdtk3sVgGn1sikWI0FtLdvZ9164rH7IOR7/VezGY1NlsHFssyALzearKzU0cIM453DsyEbTB0/r7zzjv893+/Qmnpl0hLW3yGun+23GIoEOTxeGhvb79oMqdSqZQVKxbzyiu/5NChd1CpMlGpVBgMMnQ63QgWxlxiLgPyl2LL0wVcupix052VlUVfXx+FhYUUFhZy4MABVq5cyenTp8/Uki1gAQtYwLnjT+UyHD8jZ0apjNHTswuL5dS8GCbTNcTnIxo/0hl6Omkkb9mSyrZt9yUdgJqaGo4fPwII2O1uIhEpaWk24vEbUakq0OkWEYkU4XSmnJdM7bnS7mf6+xMZjxZLBevXb6e+/g3a2l5LqtoPzt/D03KghuNSYYXMBjMNHJ3ruTJWFGwFAwMf0dPzFFCAXi+Sm5tBQ8MLyfet0WhQqUR6eo6gVOqS2UCXq4mDB3fgcKiQShdjsdyCQiHDZuugt/cQkUgYozEDkOLzQTQaJTNzkNodj5tobpZMi7o+3t4ZL/gwPODT2/sMcrkemawi2VKvpKSXm29+kBMnTp3XWtXpnGX/8A+PJNeA3W7nxRf34nTWoFLpp7WHR77XF8jNrWBgwEZPTy/QicHQQV7e1nGFGYePc6baFFKplPLycjIzD6BQpIyolR9CIOAgEnHy7LMvY7dLLpouHg0NDbzxxhFMpluQy7PxejVEIm6s1hqysvZz881fmJexzWVAfkH4bAHnEzN2uq+++mpee+011qxZw1/91V/xt3/7t7z44oscPnyYO++8cz7GuIAFLODPEONdhikpZmy2Y1ite7FYbNx225cu2GU404zG8GxMTw8UFRlYvVo2L8bqxUA3nsoZamho4A9/2IvXuwqd7i4ghZQUGX7/J0QiO8jN3Y5MpkMul5CXt4WGhnfOS6b2XGn3M/n9iYxHURRQKDTk5i5Hqazna1+7nqVLl064xqYyQv3+XuJxN93d3ec9QzYXLX2mwkwCR3NhZI98x01kZPQhikcBLRkZuYBhxPuuq6vDbq+nqakdrbYIhUJCerqRYNBBMLgchSIVrdaBXO5HpcrHYllGd3c3fv8RolE7YEhS1ocwXer6cJZDQUFB8l1otVpKSw3U1IwMPlgsFVx22T3s2fOfKBRB7PY6NBrJiOe56abZv9OZrofpnmXf+lZZcg0sX758WFvA6e/hse/ViyhagSA6XRr9/X+gosLC5z5375jPOBdhr6kCQfX1L+B296JQbKSg4MqLoovH8PeyYcMgy8Pj8RCJRFAqr6W7+01qa1u56SZhzvf7XAfkF4TPFnC+MGOn+/HHH0+qjD700EOkpaVRXV3NrbfeykMPPTTnA1zAAhYwvzgfRvFsMfwyPHjwB7S1dRAIyNFqU9BoMnjllXeT9ckTYT6ebzYZjeFOqNfrRRRFKisrkcvnvnPjxUI3nsgZGjLYwuHVLFpUQkdHHFFUoFQWolSWEAw+j8u1C7XaQk5OKtnZq2lpeee8ZWqnChhMtaamm30dX8W4gcbGXTidA/T3d2GxBDh2rIni4uJZZW8djvqkA/Xkk/vRaA6ctwzZTPaJIAjY7XYcDgcGg2Fez6G5MLJHv2OtdlB0KxAIjHjfDQ0NPPbYi0gk12I0phGLLUIqVdPZWU1f3zEMhsWYzVlYLNl4vdWoVIPvLz19PX7/m7hcH6BQrCYnR43RaARGOhajqeuiKODxdCb7YGu1mXR3D7JKnntu54h3kZoaIRw+zv79neTlbSE7ezXBoAuns4bNmwu4++4tZGZmjtsWaTbnRkNDw5mWdt34/XF0OjlVVbnceeeNM+rFPYTJzrLZls6M/j2bzcY771TT1ORBEJTYbJIx9865BjknYkMFg07q69/H7d6NyXQLlZX3XzR6DeO9F5PJNOyZrpi3O2Y+stMLwmcLOB+YtrVXUFDAsWPHSE9PRyqV8thjj/HZz36W7du3s3379vkc4wIWsIB5wly0appvDAlF1ddbyc6+hfz8LWRnLyYYdE4Z6Z+P5zuXjMaQsSoIAg6HY8aKw9PFxU43HjLYCgruJjNThct1DJfLi1yuQ6lMRSZbQX//DykoSKW8/EGCQdcYAbILlT2d7pqajmMy2nhMScmktvYjfL5CoJKMDFi+PIPjx+uxWideWxMZoV1d+6iufgpRLGLLlnsoKKg4bxmymeyToTn1eATa272oVPN/Ds2FkT3VOx6dDXS5XDQ2tuJyeRGEbCKRUmSyWtavvwWJJJuDB3ckVeoVijTU6iIikTcQhBZyc+8mkYiOcSw0Gk2S5RCJ+Ghs3IXL5T6j4A06HahUbezY4SYaXZ98F52d+3j//Wfw+10oFAc5dWo/Wm2ckpJCNmwoHVEGMhdoaGjgu9/9JSdPppJIrEciMSGKbpqb66mt/SX/8i/jazacy1k22+DA0O8Nrsv9uFwVLFmyZcI1PBdBzonYUMXFbqLRRSxadPNFpddwoe+Y+chOLwifLWC+MW2n22q1kkgkkv//9re/zU033YTBYJiXgS1gAQuYX8xVn8v5hiAIvPLKu0QiVVx++fSzCPPxfKMzGjBEqVOQk3Mj3d3CjLIOjY2N7Nz5zpwHPS52EbrhBpvBoGTz5lUEAh/hclUTj5uQSGKoVDEqK6/CbC6nvv75JF3wQgaK5mNNDRmPL730Fi+99DtcrlWkppZgsWgoL1+ExWJBFFdMmdEabYRarSKnTh1Bo1nHFVd8mYyMQeP4fGTIZpL5a2pq4tFHd9DXV8rKlcspLV1MIOA6L+fQfBvZo50xi8WC2Ww+00vaxYEDHhSKGpTKECZTBZdddjfHj+/A5TpALJZAKrVyzTW56PUC/f07aW7eOcaxEASB8nITu3c/j8vlw+vNR6O5Eq02F6k0TEfHc0gkrcjly7j88vsAkdOnP+DIkVeJRDahUBSSl6emuDgVq7Uavf4Ut912bfKz5yK4JQgCv/zlb/nkEx0q1R2YTEUoFFpisQBudxmffLKDxx9/lh/96HtjPv98nGXjPScw7TU8Vw7oeGwoURT593/fedEFUM/lvQzNt8fjSc650Wic8fpayE4v4FLDrHmNC6JpC1jApYuLoeZ3uphNFmG+nm/4WM5mrcLDsko6Dhw4NK2sQ1dXF08//SZO59wHPQoKCigrM7Jv39sUFNyCWj1ITR1sSXXhRehGG2wZGRnccMNW9u49SjCoQK1OQSotISXFQn3988ms3pCDdiECRfO5ZyoqKrj/fhVHj/awbNldpKcXJ98XzCxbNmSENjY28vjjAQoLv3hGjOss5jtDNt09297ePmxOt6PROInFlHN2Dl3o0pnxnDGJRILJZMJoNNLd3UNLy/uEw16czgaamt7F7wdBgHC4kyVL4nz96w9RWVk54XNIpVJuv/06nn/+YdrbV6FQ5CORDABOpNIgRmMZgUAfwWAIp7OexsZd1Nd/QDC4CrV6ESqVhJ4eLytXLufyyx+kvv55Xn31PQBeeeXdOQlutbe3s3v3KWSyL5GRsXxYizIDGRnL6emx89FHv6K9vX1EGy+Yf0HNiYJ4l122bNr3zkwc0KnW5Gg2VCgUuigDqLN9L0PzffBgO21tDgKBYJJhsX79kmmvr9HzWFlZecFtlQUsYCrMfTHhAhawgIseF0vN73QwmyzCfD2fx+Ohr89NKNRIY6NrRHurWCxAX18Lvb3d1NTUTEk73b//6LwFPZqamnA6HZw69T61te3odCvIysoiP99AKNRwXhVZhxtHQ3WvPp+PzEyR06d3J+sUMzIyuOKKKhoaTtHa+hoGQw2xmIw1a9LYtm07ZWVl/OAHj16wQNF875lAIIBcrqOoqBKZTDnm+9PNaA0Z7T6fD7lch06XOe7PzWeGbLp7trm5OTmnAIGAH4cDlMrBING5zOnFUDozmTMmkUjIzzfQ3e2mvv553O4YsdhK1OrrUSjCWCytaDT9/O//vswjj8gnHbPNZsPrVaNQXI5EkodEokYUw4ATUXSjVFbicBykuvppgsECEokK9PovIZGkEgq14/f30Nvbi8lkIi9vMwcO/IiTJ58YQUc/l+BWc3Mz/f0iWVmrx907qakrsdsTNDc3j3G651NdejLmyvHjr+L1JigsnPreqaysnJYDGggE+MEPHp3RmszPz78ou3jM5r0MzXdbWxY22ybi8UWYTBpCoSOcPl1DOByf1vq6GPb2AhYwG8zI6f7Vr36FTqcDIB6P8+tf/xqz2TziZx555JFpf973v/99Xn75ZRobG9FoNGzcuJH/+I//oKysLPkzn//85/nNb34z4vfWr1/PgQMHZjL0BSxgAcNwoeuxZoLZ0Njm4/kaGhp49tmXaWhox+N5gXg8ZUR7K5XKgNFoobc3hX37jnDrrbdOaAh2dXXR3R0gL++mOXfgzhqSK7j88uvp7DyC3X6IlhYX3d1ubr55KQ888BfzapwMOdo1NTVUVx+ht1eC0+nCbu8AUsjMzEOlimCzncTn87N06U1otRkolWHS0trIyQlxzz1/zcqVK5OZoPb29jlxemeb/ZzvPTPXNNoLWWIw3b8NEA5DMCjhxIlPSEvz09AgRyqVYDarWbIkj3B45nN6MZTOCIKAIAikpoZpbHybtWu/OGKdiaJIKNTATTdVUFfXjMdTjlabiyA4yMlRU16+FbPZPGUwSRAEXn31HeLxLJYuvY1YTCQejyOXy1GpltLTc4xgcACfrw2t9hZ0unUkEk5ksiykUhUqVSl+v4uurl7KyspISbHQ1uYgO3vljMp5JpsHu91ONNpHJNKIWr1xTFssiSQAxCf8jPmo352KuXLoUAC7/RX8/l6MxrEO7fD9M5kD2tW1B7X6KHp9Md///tOEw6spKJj+mryYW1rN5L0MzbfTuZhYrIR4XEdGxjIkEgl6fTlOp4x43I7TuXjS9XUx7O0FLGC2mJGQ2hNPPJH8f1ZWFr/97W9H/IxEIpmR0717926+8pWvsG7dOuLxOP/3//5frr/+eurr65MZEYAbb7yRp59+Ovl/pXJsFmABC1jA9HGx1/wOx2xobHP9fEMXvdNZSmpqJS6XEa12EX7/oWR7q5SUcny+feTllWCzCZM6fz6fj2gUdDrLuN+frQM3niFZVHQlHk8n4bCXzs6PMJsTIwKbc43h9MGTJ7vPBCf0RKNSYrE7EMUCJJJBgbBw+F3c7tdpa2tApTKhVkNVVSrbtv31vPSiPpcMyXzvmbmm0V7IPvfT/dulpaVEIm/z8ccfIwhlZGdnkpaWTzQawmbrwOn8mOJi94zm9GIonRm+zhwOH21tO+ns7GbNmtuTYnZDDtMtt1xNX5+CgoLtKJVmVCrViNKCqYJJnZ2dWK1RDIZ04nEnavXItZmevgi7/TVCoQCCUI7fHycYDBGPt6HTLSIW82Aw5ODz2c7U2FoJBILk518x6r0NqqKr1WYOHTo4LhV8onk4dKiLUEhCW9vPSU8/hNl8I1ptxZnPFenv/4C0tASlpaUTftZc1+9OxVwpLb0em+0dmpp2sm7dw1Pun/Ec0EjETTjcTTRq4Ze/fBuvdxWLFpWQmanCYJh+GcXF3NJquu9laL6NxutoaXFiNFaOKJ8xGDbjcj1JYeFlNDS0jLveL4a9vYAFnAum7XS3t7fP+R9/++23R/z/6aefJiMjgyNHjnDFFVckv65SqcjKyprzv7+ABfy54mKv+R2O8ft1W+jtPUVXVzUZGS3cdtvILNJcOhzDL/rKyvuQy5toaztKLJaNSvUpIpEEvb070OkWo9WeYvnybfT3/3FS50+v16NUQiDgxGDIH/P92Tpw4xmSEokUk6kIAI0mlaam+SsbOBucWIzLVYJSmYfZnM7p098hFstl0aJb0WotOJ0nsVoDbNr0DerrsykpaeIzn7ljUjGdc3V6zzVDMtmaEoQETU1/ZMmSUDLDORuj77LLlnH8+KscOhSgtPR6dLrMWWe0LmSGbLp/u6CggFCom/7+NhYtugOFwoVUKkOlMmA2V9LW9ibZ2T3k5Y193xPhQpfOjF5nhYUZZGbu48iRZzhw4Ls4HMVkZJzt4x2Px4lEJBQVLZlxWYEgCDQ2NuL3hzEYUnC7d5ORcf+I547FIBptAARAj1pdSjz+MeFwNZGICqNRIDMzh1Col3A4TFdXNVptguzs1cnPGGpj53K5iUYTBIPt/PSnj/PQQ5+bcM8Mn4eiorsoLT1JU5OVvr5+gsGnyM//C+TyNLzevQjCh2zdumxaav9z9c6mCuLpdJlkZuah0zVOe/8Md0BramrYseNDFIptGI0ltLe/SXr6/fT2xvF661i/vhKLxTIrvYaLTTRsOu9laL7VagPxuBOFQjvi+0plBj4fyOUq/P7x1/uF3tvTxYXWkljAxYuLqqbb4/EAkJaWNuLrH330ERkZGZhMJq688kr+7d/+LanEuoAFLGDmuJhqfqeDkf26fzRMgCWBRlMwpm/qXDocoy/6rKwsMjKMBIP9RKP9CIISv/8Y+fkJVq/+NEqlbkqHOT8/n9xcLdXV1VRUzF0W8kKWDQwPTuTm3khLSw0m02JEsR+JpACJZDN9fW1otRYMhgJcrmN4vV7y86+gt7cFo9E4qaF0LoGUuciQTNaW68iR3xKNuhGEYr7znWdmXF84PDPq9Saw23dis71DZmbeCAdttsro85Ehm06v8qn+dnt7OxpNBmlpLvr6/kB+/jIEwUgk4sLrrSYtzYVabcFqtU7biL5Y9sDwdVZcfBWFhVdw+PD/sGRJN1/72mcpKipKlk3MJpg0tGYOH7bS1NSHXA7h8PNEozYslntRKjOIROy0t+9AJmvDbF6CROIgGg0jk2Uik+0jkRhAENYRiylJJOx0dp4iI6MFjaaAYNCFwZCH09nAwYM7CAZLMRrvRqVSAR/R0uLh0UfHD1aNNw/r1qkJBkXsdjOh0ACdnd8mLa0ChaKPdetMPPDAZ8/rfTOdIF5GhoHPfvYmPvnk5LT3j1QqpaCggOee20k0up7KyvtwOE6SSMgwmRah1ytwOk/S2NiK2WxGIpGg1WZgtYo0NjYm99N4gaZLuaXV0HwnEl7kcojFAqhUZ7sfRaMO5HKIxyMT3p8T7e0hFkYw2EdfnzvpS1wILNSbL2AyXDROtyiKfOMb32Dz5s0sW7Ys+fVPfepT3HPPPRQWFnL69Gn+6Z/+iauvvpojR46cOfxHIhKJEIlEkv/3er3A2fqqBVwYCIKAKIoL72AeIQgCXV1dyUs7Pz9/XCOmsbGRxx77Ay7XCjZuvI7OzqM4HIdobe3DZnNz000V/PVff4aysrKL6n2VlZVx220J6uufJCdnJfn5W8jKWkUw2Mfx49VYrTv46lfvoby8PPnzDz98Dzt3vkNT02Df0yGD6fbb75n287ndbvr7PaSk2BHFGAZDHvn5afT2pqDT5ROL+fD7D7Fy5Z2YzaU0NOxg9epU8vLyJv38DRtW09T0Fg0Nz5OXt4mUFAvBoBOrdR8WSzO3334PwIzegU6nQ6OBQMCOwZA75vvBoB2NZvDn5vrddnR00NTkJj//LsLhCIIgolRqCAa9gAStdiXhcB3RqBuVSksgIBKNhklLM9PTM3hWTzWmbduux2r9w4znbPjYJBIRONt9QyKB/PxNNDY+RUdHB4WFhRP+/dFrqrHRxenTHSiVa9m48Xby88sJBJzjrseJcHY/lpKXdxeFhRYCATtNTa+g0zXxl3+5iauuuirZ032mKCsr4+//fsm4Z8Ns18BQq7umprOGZVmZiW3brh/xvFP9ba/Xi1ptYfPmbbS0fEQsZsPtfgmpFHJyUlmy5DP09++c1toYwsWyB0avM6lUQnn5Nvr6nko64/F4nEQiQWpqkKaml6mq+jJSqSz5O6Io0t1dPeY8Gb5mCgvvwGZrxGaLIpW2Egh8gETSgkaThSBEEcVayssvw2RahN3uQ6fbTDCYicsl4vUexuer59QpH6mp/ZSVXc5f/dUXePXV9zh+fC/l5XfT1LSLcLiUjIztALhcdeTm5rF27R00Nv6BnTvfYcmSJSPumvHmwWJJZ+vWtTQ0nKKrq5JgsIaiogG2bFnBHXfcMOv7Zrr33mjk5eVRXm7i+PG9VFRsHxPEG5r3rVu3snXr1hntn9HPr1brUCohHrejUuViNObR338cr9eN0Wikq6uetrZGnnjCi1xuTO6na6/dOEY36VLF0HwfO3Ycs7kYu70dlaoyya7z+6vJyjLh851mzZrx78/x9rbL1Uhj4ztnBE6DxOMdPPvsyygUiinP3rnG6LNcq7XM+D5YwPi42H2I6Y7ronG6v/rVr3LixAmqq6tHfP3ee+9N/nvZsmWsXbuWwsJC3njjDe68884xn/P973+f7373u2O+7nQ6CYfDcz/wBUwLgiDg8XgQRfGiyZ7+KaGrq4v9+4/S3R0gGgWlEnJztVx++Rry88/SlwVB4L339qJUVrBhwxZAwooVg45CLBbC6aylqEjAZDLhcDgu3AONA0EQ+OCDfZjNl7NmzeDYwUtamoK8vK10dsp4//1qTCZTco2lpaXx+c9vx+l0EgqF0Gg0WCwWpFIpvb294359OLq6unjvvb1IJHFstndQqVQYDFpWrlyCxeInEgmhUEhJJDIxmQbweF6ivLyXa6/djMvlmvRZ9Ho9n/vcpzhw4Bjd3S8SCAy+ty1bdGzYcBNpaWkzfgcqlYqqqmza2vZjMAzN0RBE3O4DrF2bg0qlGvHZgiBMORdT/azdbictzUBODoRCfioq4qhUXYiiiMlkQCazEY/HsVjsyGQKMjPjZGf7kUicFBUZEEVx0ucVBIFYLMYNN6yivv4UAwMj52z9+k8Ri8X45JNPxjzD8LFJpWP/hlYrQRAM1NfXY7fbJ52DoTXlcDh49dVdFBVdxuLF154Rh3KTmjrxehzvmUbvx8HPUJGXdw+dnXtpbDw9J+1wNBoNGo0GYNK1ORW6urp47bVqvN5cSkuvRaUyEol4cDjqef75Xdx6a2DEmTPZ3xZFkaIiAwaDnMWL70Eq7aS8XIJcrkGrtRAM9mEwTL02hmM6e6CqKhuPxzPuWjkXTL3OREIhGceOHaOpqYnm5g66uwOEw0bk8hbq6/+ZRYuuwmyuIBJx43I1jDlPhq+ZiooVdHe3k54eRCr1k0gsQiIRUam6ycjIQSr1UFKSz+rVn0EqldPUVI3f/yrhsA6LZRGwiHD4Y/R6G5mZl6HXKwiFQlx33SbC4Wqczl9jMITIzFyKRNJOMOgkO9tHWVkBBoOLFSuW4Xa/S11dHZmZmVPOg8EAJSXFeL1p9PS0c/vta1i9ejVSqXRW9810772JMPScHs9LmM0VqFSmCed9Jvtn9PMbDINrsr9/P0bjFkRRwOeLo9fbEUU7/f3vUVxcwqpV96NWm4hEPDid9ezdewzgoijzmgsMzXdvb4y0NB3xuBelUkks1orF0k5qqomsLMeE9+fove31Wunrq8ZgyCUr6xqCQS86nYtYLDThWTRfmPgsn/59sICJcbH7ENNlTl0UTvfDDz/Mq6++yp49e6as3crOzqawsJCWlpZxv/+P//iPfOMb30j+f5C+mI/FYsFgMIz7OwuYfwiCgEQimTPjZgFn0djYyNNPv3kmunoTOt1gdLW6uprGxjdHRFc7Ojo4csRGevpNeL3DWwllIZWCRpPDkSNPceutkUkzfhcCE499EFLpBg4ffopbbhk79tGaENPJ1A3Nq9O5mIGBRQwM5GEwWPD59qHR7GXJkmvweATa2l7HYDhBSoqPioo0br/9himj2UP7YcmSJaxZsyaZRRkSkAwEAoRCoWlnbYbj2mu38Nhjf+DAgcSYbLDZ3Mw119wzYj6mm7Wc6mczMzPp7/cikYBeX0x/v5PeXj/p6UuxWj/E4zmMXF5MUVEGfr+VrCwd0WghR4/+hiVLHOh0Osxm84TsjOF/V6USycyErVvXsGLFCgKBAK+++t6EzxAKhZJjMxjG0o7b2z+ktvZDurp6kMt1k87B0PtrbW3l8GEbGRk34/VmjqkxnGw9DuFc1vSFgCAIPPXU8zQ2ZlFRcRexmIRYDCAXo7GChoYdaDQf881vfmVa69ZsNmM0fsjx47VUVNyN0ShFIrGQSEjxeEQaGnazerWMyspKgGlnNCfbA1LpPnw+kffeq0EQVKSlGSgvT53wXc8Ek60zl6uR48d30NtbQ0NDO729DhSKtZSVXUN6egEKRSdNTe9z8uTPKC4uJCPDTHl56pjzZGjNSCTr2bfPhtutw+9PJxqVEI/biER0iOJhUlMbyMlJkJqaht+fh8GQS1qahsOH/xWHQ0EikUYiEUUiSZCTs4FYbCl2e23y/Wm1Wn75y19z7Fg7Wm0VCkU/6elqystXAma8XojHjbS3v5Rs+TedeQDwemNEIgmWLl06bb2e0RntQCAw7XtvImRkZKDVas+cLfXD6MBj530mGO/51eotdHX9gebmBCrVcuJxAZMpyqFDfyQUOsX11/8D8XgFfj9ALgZDGVbrH3n//f1885tr/iTspuHz7XDUcPr02TKx4uICiotTppz3ob29f38Mm62FgYHF6PXX4fd3odFEWb/+cozG9BmfReeKS+0sv9RwsfsQ6qF2HFNgRk53PB7nd7/7HTfccMOcCJuJosjDDz/MH//4Rz766COKi4un/J2+vj66urrIzs4e9/sqlWpc2rlUKr0oX9SfEyQSycJ7mGMIgsDOne/gdI6uVc2nomKwVvWVV96lvLwcqVSK3+8nFAKtNhMY+x5SUjKxWsHv919072muxt7Q0MDPfvaHCQS1/sAjjwz2hB4+rxkZLg4erMPjUaLXfwqvN0FHx/tkZZWwaVOIe+75qxHtraaD4fuhuLiYhoYGXnjhtXOuBVu6dCkPPzxUS/tU8rNWrx5bhziduRj6+al+9qtfvZuyMhPHjlWzdOl9lJUtxu2uw+lsRKu9nP7+RxHFYvr64uj1oNWq+OMf/51o9BCJRCHf/e5vx33eif5ue/te/P7jyGQy3njjyJTvc/jYhjvIDkc9e/c+jUazloKCLybFy8abg6Hx/PGPu9i/v4njx12YTDYyMvyUly/CYjmrRj+d9Xip7cchfYO8vLuRSGQjvieRQG7uoJDRdGuwh9fJNzS8yIoVy4jHTQQCrhHaCy0tLTOqk5xoD2g03Rw7dhqPJxeVKhO1WsXAgBS7PT7uu54pCgsLx11nQ3XRvb0aCgo+h0RyilBoLX195fT0dJKa6kGr1WI2X0ciYaS0tDdZ9z0070POptfrJRgUcbl8BALpxOOpxONKdLoMYCmxmB2P5z0yM00UFW0kEHidzs49LF36aUIhgWg0Dam0Eqk0B5nMjMlUgNmchs3WiVyeyoEDH2O1Wlm6dClf+9pDdHX9L1qthfT04hGq6gCBgAulUsTr9VJXV5es7Z9oHmDQ7uvq2seaNakUFhZOygIZem673c7Bg7U0NXmSQTe7vR6J5Fo2bJj63psMS5cupby8fE6Fr8Z7frN5KZddtp2GhrdpbX0bgyFGf382MlkzGzd+A4ulcsRnSCSQnl5BY2P9jDQNLnYMn+9BtfzBOZ9MRHP07z/88Haeeur3HDlyArm8klCohsxMNeXlyzCbB8/gmZ5F54pL7Sy/FHEx+xDTHdOMnG65XM6Xv/xlGhoaZjWo0fjKV77Cc889xyuvvIJer6e3txcAo9GIRqPB7/fzne98h7vuuovs7Gza29v59re/jdls5o477piTMSxgAZcyZqrmeSm1ChuNuRj7dAW17r1XNWJeLRYL69dX0tjYist1nERCic12jE2bEnzhC2PbW80Uc917dDpKtzMRFxvKcLa2ZlNRcSN6velMm5ezP/vqq+9x++3X0dX1YlJobO3axdTWHsFqPYROZ0Wn60GtbiElxUhDgxOVysTll/8dBQWbxn3eqcZYV/ccP/vZb9Drt1FZOfEzfOtbZdx++3XU1T3B/v2d5OVtITt7NYGAgz17/hNRLOKKK76M0Zgx4RxIpdIR7ykjYz2pqW8il+dhs8XxeM4qEsP01uOlth/nQ6RsuOCax2Ojvf0lVKqzYlXAtPbGaGG3srIy/uEfzu4Bm83G//t/v6C//zry8u5HqcwkFnMwMLCXSKQJ0J1zu6HxOy2YOX78BXp7NWRmXsaiRQY++eQA4fAmRLEEMJJIhNFoKrHbO5HLc2hvb0cqldLU1DQm2JCZKTIw0Elvby9qdRl9fUFUKiOJROKMdk0IjSafaDSOybSERCKXSOR9Xn75FIGAht7eHkTxPuTyQnS6BBkZGajVWlSqZdjtUdradiaFqIqKili7No9jxxoxGleNcZ7r698E6vnlLyESkYwIhpyLkOXIlmtO2to6UCrXUVV1B2VlFfT0HKGpqR2jMQ2XyzUi2AVgMCzn44+f4OOPP2bjxo1Tvs+5FiibSHRRqdSRlpZBdnYq27dfhUql4skndRQUbBr3c1Qq06z61MPsFbTPh/L2uc53RUUFf/EXd1FfHyI3dwMpKfoxAaH5FEwcD5faWb6AC4MZ08vXr1/P8ePH54Qe8fOf/xyArVu3jvj6008/zec//3lkMhm1tbU888wzuN1usrOzueqqq3jhhRcWFu4CFsDMjeAL2bt3Opjswp+LsU83SNHc3DxmXi0WC2azGY/HQzDopbv7EJ/5zF3n7HDPV+/RqQyb6c7FBx98wK5de3jppRPI5cuw22swm9XJzO7wn/30p7UjFKvDYSgpEdm4UcaSJZ8hPz8fjUbDSy+9QWvrMtau/UpSOGq8551qjEbjSo4e/QNXXVUy5TN88slJ/H6w2Wo4dWo/Wm2crKxUFIooW7bcM6YjhkQiITd3E4cOPco777xDaWkpL730VvI9gUh7+0FstuOYzffictUlFYmBaa3Hmazpi6ENzXwZlhUVFSxZsoS6urozwRwDeXl5dHZ28pOf/IKOjjzWrt0+4VoRBIFXXnl3wky4IAg888yL2O1Lyct7CLXaCIBKlYfFch9O5/OoVM3U1wvn3G5otGp7c7Mbm62dwsIvsmrVMhIJGwMDAQQhD602g0RCTTB4jEGxsbOO77Fjx3jnnRNjgg2nT+/Gbv+EgYH3ycm5jljMSyQSJhYDQRARxfdRq1OIRiPI5SoiESkQAtoRhDCC4EYmiyGRRICzbAWJRIJGo8bjCSbvi8m6QNTXv4nV+hp5eVuxWO4bNxgyG+X84YGtvLw76eraAawhkVhHXV0/Op0HpVKHVltELLZohAq40+mksbEVh8PLwEA3//IvT7Bs2evceuu1XH311dPKqs/V3ppIvb+qKpVt2x4cpt5/YML9FIm4Z7WfZqugfSkpbxuNRtLTteh0EgwG05jvn28n92K3rRZwcWDGTvff/M3f8I1vfIOuri6qqqqSNYhDWLFixbQ/SxTFSb+v0WjYtWvXTIe4gAX82WCmRvCF7N07Faa68M917EM9be12O0ZjEFEUzohfncVQkAIYd14lEgkmkwmJxEd6uhaj0XjOz32heo9OJ2DT0ODl8cdfxu0uRC4vJSPjFhKJGDZbx4jM7vDgzvLlyykrK6O9vZ3m5mY6Oztpbrayd283kUgP8bif06cbWbHiphFKzeM971RjlMkMxGJy5PKxJUVnn8HJ44+/iihezqJFd7N8uQWb7RRdXXtRKPaTkZFDQcFYg9LpdFJf305bWzv//d+voNVqz4z77868Jwnl5Tfg8ezA5XoBlWoFDocXq7UOr7d2Wntpumt6vIznhTCG59OwlEqlZGZmkpGRQVNTEz/84WMcPmzlyJEOtFqRSORnlJffgMUy+LxDa+XAgR9QV9dFJFI1YSZcpVJx9GgnsAxBcCGK+uTeH3TyN+P11tPf75uTzNhwpsmRI0d46ikFq1ffgFyuorPTRiwWQ62OIpFIkMm0RCJDrZIGHV+3O8Dbb++mv3/9mEBcZeX9OBxObLbf0Nv7G4LBSkCLXB5GIvkYmawTUVyJ2/0uLlcvdruV7OzN3HnnV2ht3cVbb/0YUbSi119DKOTE5RogJSUFgHD4GFptYoSjMp7zqFKJQD15eVvZsOHvkuPT63PIydlAQ0MnTz/9e/793/95BNtguEM7nqMLjAhAejwd9Pf7SU+/D6UyN9lqa9myTBQKCVKpGpfLi8fjIRaLcfBgHcFgOqKoIB630N6+jOZmG2+99RNuuul9Hnzws2P2y3w6mlMxjqbaT4OCbjPbT7NlTc0122q+MXzuKiruxev1EolEzoidGs67k3sx21YLuHgwY6d7SE38kUceSX5tSPJfIpGQSCTmbnQLWMACJsVsjOD57N07W0z3wp/t2If3tG1sdNHV9QTZ2bkjjHg4G6QoLS2lvLzxvEStL1Rf4akCNn6/HbvdilS6mYqKW7Hbf0Mi0XcmO7hsRK/Z0cGdhoYGfv3rFzh0qJnTp/sRxcvIz7+M5curCAQcuFwvcfLkh+h0WSPmf+h5h3rWAsTjfvx+O0bjWBXaRMKLQhEnHo+M+d7gM/Rit3cglW5j3bqz7zE/v5K8vKUcOhTF4dg35vOdTueZGv4YWm0xpaVfwu0OjBm3xVLB+vXbaWzchcPxPG53Aw5HLhs3lkx7L021pmF69OrzgfNhWNbX1/ODH/wah2MxOt3tpKSE0OvLsNk+xuPZwfr125NrJiXFTFtbB9nZt3D55eOzRB5//BnicYHGRid+fwvB4JPodBmYzTeg1Q5+jlKZQX9/BKk0MmeZseFMk1deqSUYdGIw5KFUWlAolMRiB1AqS0gkAkilIJerEEWRcPgYSqWfnh6BJUu2jBuIW7PmTpzO93E4XkUUawADomhEqUwjJeU+YrHjgImTJz9Gqw1SVrYNqVSGxbIUi6UMt7ueUOgFZLK1BAICXu8pIpHDKBQ1FBcXjAkmjnYePR4Pv/wlWCwj69YbG3fhcg22bjp1qhlR/B5f/OJ903Z0L7ts2RnNgDvxeDro6TlCMOjGYDCfCY4U4HIdA4yYzSZ6eo4ikeQSDodpaWknGEwnJaWY1tYnUSiMWCyfQaHQYbf/hvfeq8bh+AX33nt1Un+jqalp3vfWZIyjyfZTd3c15eW93H77DdPeT7NlTc0X22o+MTR3J078kpdfbiaRqABMgBuZrIFlywbYtu3B8zrei9G2WsDFhRk73adPn56PcSxgAQuYBWZrBE+n5vd8YejCdzoXk5u7gVBoAEGIYzQWjHvhz3Tswx36wsK7GBhox2oNY7M5Rxjxw53poqKi8xa1vlC1YFMFbJqb3wFClJVtw2DIw2w2YbPtxWK5DwCVKpOuriNn3kM1VVWDQYjXX3+d733vl9hsqQSDA8Ri69Drr6G3V0Uk0sLSpQWkpl6Dz9dGY+M7mM1lIxgHnZ0NnDrVwOOPe5DJjJw+3Uhz81NcccWXR1DARVHE46lhyRIFHk8beXkbxnmGVwAtZWU3jOu8lJbejs32Dk1Nu1i37q+SAeTGxlYCgTQUipNkZ+eRlrYYmcw77rgtlgrM5jK6uj6mo+M0d9+9hi1btsyIlTDRmgb4wQ8enZExPBOq7GxotfNpWHZ2dvJP//RfNDaWotWWIYoBBgZ8KJWqJA18+NzbbMcIBOTk54/vnKakZPLGG7Xk5FyPwVCFRFJBMBjH728gEtlBbu52tNoKIhE7kYidiorCEYG06czPVD8zep+p1RpSU6twu+sJBn9PImHBYFAhil6czrdQKGpIT7cgCKoJA3E6XSYZGXkEAidRq/MIhw0IQhlKZRHR6FFkshrUagPR6B6ys7PR6QaFb43GAvLylhCPxxGEXgKB3xIOuwgE9OTnZyOXZ7Jhg2LcYOJw57G2tpZIRJIc35BQXDBYitF4N3p9Gg7HG9TU9PHoozvGCDJO5OgeP/4yPT0Burp20N/vJxgM4HK1E4n8B5mZ29FoluDzQTQao7z8BpzOp3C7G+nqStDREUSlyqej49dAK4WFD6FWmwDQaKqw23exe7eX2toXWLXqKOXlJpxOBy7XigvqaE60n1avTuXaazfPSEF9NGtq8Iz0JDPAubmbaGh4agxr6kKxreYGcaAdicQPqIEwEokL0E7+a/OEi8m2WsDFhxk73QtS9wtYwMWF2RrBcy0eM1t0dnZy8GALLpeHlpYW4nGQy8FsNlFefsO4F/50xz5eBH/pUjU+Xx2BwDI8nhD19W+yYoWalpbX0OkaWbfuTuD8Ra0vVC3YVAEbvf4EglCATpeFRCJNUqmt1l8TjVYSDusIBlt5/fWXycpq41Ofup+6ujr+9V+fpqdnMxbLFsLht0hJuZ9IJI4g9AFKrFY7ZrOarq4CnM5qPJ5OTKYiAOz2Xj788Feo1VFMpnvIyakiJWU/1dVP8vbbj7J5890UFFQQCDjo6tqDWn2UrVuvZP/+Q5w8KWA0riIUkhIO9xMON6LTNZCZmYtON7aFC4BOl0VmZiE63YnkHMRiSnp6OkkkfBgMVsrLtyORSDEajVgsGjo7x47b6Wzkk0+eRKGI8frrbbz//ukZU1THW9Pt7e0zMoZnQpU9F1rtfBiWjY2N7Nixi+bmFNLTP4NOV0o06qev70M6O+tRKvUYDJtxuZ7E4+nEaCzEat2LVptCdvbiMZ8nigKdnUcJhVZRVnYPMlkH7e0REol0YrGrCYdjOJ1vIZFk0tPze3Jz+/nc5/4++QzTmZ/p/MzofZabu4mcnGLC4TjB4C4EwUkikYvXayQ7OxeFIpOVKzXYbJJJA3EGg5Li4iKkUgM9PVYGBo4SjQZRKhOYTAXk5GQhCPkYDKrk5wzfx4HAYjSaSmKx06xaVYQguLBYTk0rmDg8UKjX59DYuItgsDSZ+Q6HPWg0FioqrqWn5+2k8wpMmlH98MNaGhtrSE29ArP5PgwGC+HwLtzuBuLxF7BYbkIuH+xSYzSWo9drCYXepKbmEH19IgpFAYKQIDf3frTapWfmyonD4SAY1JKTczugRanMYd++/Zw69T6XX379BXc0x9tPeXl5Y3pVTxXgGc6aGqpvd7nCyTs1LU2KSuUdw5q6UGyrc8HQ3Z5IbOLOO7fj9XYRifhQqfQYDPk0NOy4YNn5i8W2WsDFh1n16f7tb3/LL37xC06fPs3+/fspLCzkJz/5CcXFxdx+++1zPcYFXKIYfkHodLpxW7ktYG5wKUdXa2pqOHmyA6XyckymrSgUGcRiDmy2vXg8O1i7dtusFVzHi+APVyLv6dHT1PQcDsdbKJXpZGbm8swz1Xzyycmk4Tzf83oha8EmCyysW3cbzzxTnTTYLZYKliy5lj17XsDvP44oukkkahGEbByODP7jP15Dr/8dNlspBQUPEY93IooylMpFKJUKgsGTyGR9uFwiq1YV4nb7cDg66etrQafLprOzml27fkIwGCQjYwVHjrxLR8chystv4IYbvs2ePf9Jbe33CYXKiUY9hMPdxGIZ7NnjwuXycerUj/B4lMRiRiCEVjvAmjUlqFSLJnVeMjIsfPazm/nkk5M0Nj6J3e4mGGxn0aItVFRsH1FDXF6+iIGBYyPG3dW1j+rqpxDFIrZsuScZFJgLiupMjOGZ1GTORf3mXBqWQ60Pvd40tNo4Ot0ipFIZarWRwsJNnDq1l46OQxQVLSUWS9DX10J3934sFhsaTUaSuj0cHk8nvb12dLrL0Gg0lJcvwuOpAyAa1REMltDf/yGx2D+Tl2fjn/7pwWQ/8OnMD0yf9j9ynz2FSuVFIjmBVBrCYChEJpMSjXqx210sX67jL//yQZ555kVqal6nouLeMzoSg+fXUCCuoiIVm82E2bydlSsFQqEB+vtPARL0+iz0+lz6+71kZYm0t58N6A2VRAy2rnoHgyGGStXD0qVp0w4mDg8U5uRswOVyYzSeza56vZ1kZ6vPjHsjhw79N++88w46nY6GhoFxg0ggEo8riMdXIYqrUCpzkUgkZGVdTjyux+//hEjkGZYvvxvwcuDAC7jdhykuvhuTaTHHj+8ikbgFh0OD1yvDYHCSkmLG5WolEpGg0RRgMCwjELCiVJopKLiF2tp2urqOUlR05YT6HufL0Ry9nwRBGPH96QR4hoIhnZ0N1NUNEAymYzQuRaHQEosFsFoPIpGcxm63s3z58uRnX4rK28PvdqlUlgyADuHizs4v4M8VM3a6f/7zn/PP//zPfP3rX+ff/u3fkjXcJpOJn/zkJwtO9wKAsReERgNVVdlce+0Wli5deqGH9yeJSzG6KggC1dVHicdXYbHciko1VlW4tnYnJSXirC78iZyWISXylpYYe/fKSE39FOvW3T2qR/NZw/l8ZDouVC3YZNTmTz45mczAAzgcMgyGvyItzU5Hx/+i1d7EkiUPoFBkYrW+Q0vL20gkPuLxLuRyPVIpJBIO5PI8VKoCIhEnoVAUrVbLsmUZ1NYGCATe4PDhnTQ1nSISWUxe3mewWNaOCLysX7+da6/9Dp2d/8311+fx0UceFIptFBRcSTAooabmA/r6MoFWNJqlCEIawWA3+/Z9jE73Ln19+Vx77TcmZBFcffXVXH311WcMuUYef/xtCgvvwWgcyS6wWCwjxt3UVM2pU0fQaNaNoL+PpqguWbIEq9U648DNdI1hrVbL88+/Oi0aOkyebbwQ9ZudnZ00NbnJzd2KQuEkFnOgUg0+r1ZroaBgNXb7fvr7rcRitQQCPtatK+a2277EK6+8Oy5LJBz24vP1sWRJVrKd0FCwzem0oVIFCAYHuP56Df/n//xrUk3a4/Hw7LMv4XSWTdiG7uWX3waY0RwO32c1NTU88YSP06fzEISlSCQmRNGNRFKPx9PBk08+x+nTXlpbj9DUZCUvbx3Ll1eh0YjJQNznPnfPmWffh8WyklOnduNyuYnHQSarRRA6ue66LD7/+b/gscdeZLLWVUM1ztN93yP7q3cSCgXR69MIhz14vZ2kpPRRXl6Jy9VIff0btLW18+Mfv41KJdLe3srmzXeOGyTx+QRMpstQqRw4nScxGArQaFLJyCjCam0lFnsTUQzR15fHcCE3EOnr66Szsx+NZgvRqBuXq5WMDDmBwKByu0Ih4vEcIxo9TShkRCJJRS4vpbPzKG53B6mpxSPGM5mjeb47CUw3SFZQUEBZmZHf/34nicQdZGQsS65NpVKPQuFEJjNx8GDtCDX3S1F5+1LMzi9gATN2un/2s5/xxBNPsG3bNn7wgx8kv7527Vr+z//5P3M6uAVcmhj/grDT1rafxx77Aw8/vCAosYBBdHZ20tsLeXmXMTDQiUp11kiQSCTo9ZuwWt9m06bCWV34kzstIh0d7yOVXkZV1ecxGlOBC+d8TEQxtFqt1NbWzqtxN1HAZngG3mBYjsPhRaXS0tX1G6CU3NwvoFLln3lXS3E6fUgkNrq7nyUn514UigSBwLuo1YPZiHg8jkQSR6lU4nI1cM89G9m+/RZ+9rNf4fffiFq9EotlPVKpbETgpbHxHTZseACZzMjJk61Eo+uprBwMBBw/foCBgXwUiisIh3cSDtswmf4SvV6H3/8b/P7f09LyIlqtlsrKm0ewCNLTm1i3bjN1dXXJ+S0oKODo0UaOHduHwZA/xgANhQbHfd99t9Hc3MzjjwcoLPxissf3EIara//jP34Pu10yYxr3dI1hYFq1nO3t7fT09LB//2kyMq4b8/cuVP3mkAGdmlpCevpxenr2jhDpMhjyCQSaMRg+YeXKHP7v//0qJSUlSKVSpFLpuCyRzs6PSEkZoKDAMILlMtT2r6+vjUBgCf/0T39DJBLhBz94lMZGN319ARoaWsjOlpGZ2ThC6G9ofo4c+REgp6joHkDE7e5IUlsH66bHn0OpVEpBQQHPPbcTjeZq7rprpOpyJHIFu3b9DKu1m2uv/S45OQOcOLETq/VlenufZdmyXDZsKE4G4qRSKSdO/A+7dr2BVHoVaWnbEEUtAwPHSSR2Y7P5kUqlU7aumg2GAoVPPfV7Tp1qxuF4A43GQna2mvLySsDFwYM78HjySEn5DGVlVxIMOjlx4vfs2/csW7YoR8xtJOIjEomg1+ewevUiursduFzH8PkGqdHLly9BFJfyyCPXkpmZOUrIbaiTwAt4PD4SiZUEAkE8npMEAi8AzYTDWuz2GiSSCC+++BZqdQ6JxDIikS7279/HunW6ZL/vyRzN891Wa6YiZ+vXL+c3v/kJkEckkopSmUE06sDrrSYlpYXKyr+kqWnPmHKt+WBbzWdw4lLMzi9gAbMSUlu9evWYr6tUKgKBwJwMagGXLia+IHIxGLZw4EDiolPBXMCFg8/nIxKRsHx5FYcPtySzG0qllmg0gMfjRC4PsmlT1azWy0ROy2C95z7a2o6Sk3MrRqNhxO9dKOdjyPkVBIEPPviAH//4f7Fao8hkRjQayXlvEzU8A79//wGczjYSiQSBgA+1+nrs9i58Pidm8yLUaiMSSYxEwojL9T6BgId4PEg0uodAoBmp9BpEsYvsbCnd3W9isZzijju2I5fLGRhQU1Z2PYcPO4nFAqhUg+9jqJ2T0/krmptfp7u7hp4eHWVlfwGAx+PBZvMhCLkIgghsAV5BInEjlZpISbkeqbQVaCccfh2Xy0Z3twS1GvLyYoiiwDPPVI8xnqcyQO+4YzslJSUEAgHkct2ENeOhUD8nT3YQCi1n2bJbZkzjnq4xHAgEpqzljMV6+MlPfsHp0z6OH3dhMvXQ3u5L9lsfwlxniKZjeA8Z0NGol/Ly63G7/4DT+TwGw2ZiMS09PTV4va8RizXR31/Kjh2vJ/fBRCyRTZuMlJZW0N1djyiuGBHMMxqNdHc3sW5dPqFQiMceezEZJFarRVpaDtDXF2LPnl9SWXkVWVkrMRoLkEikZ+Y/gihCKNRHTc2LyQzzkBbFkiVXTVgSM5IWK8VkMgGDjl519UFksiuRSKoRRYHMzJVce+1y3O4OGhp2UFYW4Jvf/Apy+aDpVlZWRlaWAY3GglRagt/fjlwOBQV6ysoewel8n5073+Fb33p4wtZd54KKigq+//1/Br5HTU0fFRXXnnkekerq3xEMLkEuX0ZOTpC0NAtpaRYWLbqZ5uY9NDbuGiGiqFTqiETsWCwhiouLKS4uHhE4Ai/9/ZlUVVXh8Xjo7/eQkuJIim4O0ubvRS5/iebm3+LzWZHJ5CQSVhKJK5FIrkUmK0UiCRKN7iMer0atrkUud9HZWUs4rGTjxo0j2ASjHc0L0Varq6trRroOmZmZlJQUEokM0N//ZDJokZ2dSnn5dlJTS2hu3jNmbU7FthpqAznd9TPfwYlLMTu/gAXM2OkuLi7m+PHjYwTV3nrrrQXa8AImVcEECXl546tnLuDixHzT6IaM7ZQUMUn9HJ7dSE/3YDbnsnLlyll9/nhOSyjUT23tH2lrO4nXG0avb2HfvpE9gGFk66rzWSff0NDAL3/5W958s4FgMBWDIZ3MTD0FBVUcO9Z73ttEDWXgn3vuOU6cOEY8XkVKihydbjuCEMPv7yASqUOvN5BIRBHFQiSSYkKhq5DJipHJ9iMI7xGLHUMqjRIIqMnPX80DD/wFFRUV1NbWEgqJGAxm1OoeXK4GcnLWJY3xWExCd3ctp0+/A0hIJPycOnWU4uJeioryiEYFBEFOIiGiUCwmkZAgCIMGpUyWgUQiR6NZg8HQyYMPXofRaMRut/Pii3vp6ysnP3/LuMbzdOj+k2VbRFGgtvaPxOOrqKi4F4NhdkyK6ZQetLe3T1rL2da2B7e7Aal0C0uWfJbU1DeRy/Ow2eIj+q3D3GaIpmt4D9JiTTgc9aSn35Vsw2a1/g8Oh5dIxEFGRoQbb/xPUlLM47YSHK9EYqgl1EQBi9tuu5tXXnkXl6s02es3GHQRjw8Qi/Xh9Q5gt79AVtZRLJZUysquIxz2EI97iUQS7Nv3LPH4GozGu0doUTidz1JcHBx3DieixXo8HlyuMGlpq/D79xGJDK5hiURKamoxlZX309v7JFarNXl3dnZ20t+v5Lrrvogo6pMO6hCdXqUa6ZDN5s6d6g6Qy+V88Yv38eijO+jpeRupdDOxWJCenm7i8UqMxv4zme/BZ8zISKW7O4dTp96lsPAAOTlVZ1pkfUxWVj86ne3Mc0tGBCTq699izZpUAoEAzz77Mg0N7bS0PI9Gk5IU3bRYKrjhhm+Tk/M2dXU/IZHwMDCwClG8mZSUdYiiQDyuQK1eTjxuJBR6EYslhcWLzZw+/Qb79u1k1aolrFkztr79QrXVmimNWq/Xk5FhIT19O6IojGBgSCRSPJ6uCff3ZPtoiAkyHQf6fAQnFvpiL+BSxIyd7m9+85t85StfIRwOI4oin3zyCb///e/5/ve/z69+9av5GOMCLiFMdUGkpFhmLYq1gLM4HzVl54NGNzpavXmzOZndUCqVdHe/SVVV8TlFq4c7LQcP/oCTJzuIx1eRm7sdvV6DTrcYm+34mB7Aw1tXyeWmeacRwuCc//SnL1BdrUIU/4bi4iuIx53Y7Xvx+fZw2WX34HRyQdgiHR1O9PprCIUuIx4/gCD0IZfnIZMtIxCopbv7MGp1CXK5Grc7jlRqQCYrJJGwIIp9aDS72Lz5S0ilPszmRLK+2G63c+pUAydP7iEWMzAwcBqPx0Z29koUCg2tre/g94fRaO4nJ2cNfX1/JBq10NTkpb+/EVEEQQghCHKk0gEkEpBKBw3KRMKBKMZRqzMQRTtGo5HKykpee+19+vrKJzWep5MdnCzb4nZ3YLWeJi/vrqTzMISZMimmEvSbrJZTodARDLYDZuRyM7m562hvP4jNdhyz+V5crrpkv3VgzjJEMzG8pVIp27Zdz/PP76KhYQe5uZtZv/4B3O5ncbsbyMvLY8uWL5GRMei8jefkjFciMVXAQqPR0NjoJiXlKvbt+wSnM4TH04rdvgdBWIHB8AjQj0yWQ3t7NY2N/4QoJkhN1dDf30QgsJjS0ltRqXTAoBaF2XwvbW2dZGcfIS9vLO11okBNJBIhHgcInFHoHukUjcdAGLpvdbpMZDLlmL81W9bC0P1SU1NDdfVRenshEpFMeAaOnme73U4w6KKkRM3SpYMtr6qrDybZF4JgJBzu5fTpR/H7y5N0989//kHeeOPIhE7U8uVVPPbYizidpWRnV9Hfn4dGY8Fmq06e32ZzOTKZh9tu28CJE07C4bWEwxkIQoBwWI5MpgWiCEIFEokRpTKVlSvvoqRkE07nb3nwwevYuHHjmLP1QrXVmimN+uyZtG9WGeDR+2imDvT5DE4s9MVewKWGGTvdX/jCF4jH4/z93/89wWCQ+++/n9zcXH76059y3333zccYF3AJYaoLIhh0LtTZnCPOhzN8vmh040WrdboMJBIfVusH025hMxUqKipYsmQJ//iP3yMUWk5Fxb0YjUb27fsEmy1+xvl4IdkD2Ol0UV09WAdcWPgNdLqsOXt+QRDo6OjAbrcTCoUoLCxEKpUmjZXOzjyk0kWYzVXIZCpksrO1zU1N77J8+TYaGp4+r2yRQaErD1VVd3DyZB8+X4Rg8H10ur9AEGLE4yKxmIS8vMWEQu8QDEZRqQREsQaJRECpXIbBMEB5+VVIJDKamgaN00AgwNNPv4XPJyMe7yMv73YUig7s9mY6OvYgkSQIBBpQqRZTVvZ5tFot0egh/P4BRHEZbncbOl0UqbSPREIJVKNSpSKTFSCKIpHIXqRSgfR0PWlpKej1+hkbz5PN8WTZloaGHcjlQZYvrxqH9TPWIZoqkDaZUOJktZx9fR8gCCfIzf0ifX1H8HqtybZRLtcLqFQrcDi8WK11eL21c5Ihmo3hXV5ezq23BlCr99HY+CR9fQEGBlpYsmQ1K1duH7e2ejpOzmQBi9raWhwOLw6HA48nlUgki4GBD0gkNhKPb2BgwINa3U8kkoPPV4TPtwydrpmCgpvw+VRIJAW0tn5CQcFSjEYz0WgAr7eTtLRi1GrbiKz0ECYK1KhUKmQykYGB98nPTx0j4jceA2E+6lqH7peDB1uSAcq8vMtYvryKlBRxwjNw+DwPihG+R2FhEdEoHDxYN4J94fc3EY1mYTSq+MxnVo8Qclu0aNG4TtRwVkJl5X1kZro4eLAOr1eBXv8pvN4Ex4/vIDt7MRbLKTZvrqKm5kMMhgKysoqw2VwEAkEgcIYFYEQqHbxrotEAOTlV+P3vYDQax137F0q4Kzc3l8xMcVIl++FO9FxmgGeyj4Hkuz982Eph4V3nJThxqXVuOd8ifAu4uDCrlmFf+tKX+NKXvoTL5UIQhKRi6wIWMFnmB0Ss1n2sXr1QZzNbTMcZPtcL6HzT6MaLVqtUIsXFIps2VaHRaBAE4Zz/ltVqxW6XsGzZLUmq71AbIZer7ozz8TxdXfv55JP3kEja2bLl20njdy6ef8igbWpyk5ZmoL/fS1nZYMBkKOuWnn4lHR0eFApt8veGaptdrieJx8PnnS0yZHCWlVWg03lQKBy0tHyI2+1GqVyHRiMjGg0Sjb6HTncKufxK0tPXIQhx5HIVCoWa/v5aIhEf6emldHfDsWPH+PnPn6OpqQy5/Abc7ndwudqRy1cgl6cTCgVJJA6iUg2waNH/RacbdBzM5huIRHYQDodIJFSIohqj8TR+/9vE4w50uq8Qj3cRCn2EKB4hO3sNer2DpUvTKCgooK6ubk6N54myLatWCWg0uaSkiOP+3nCHaC4CaRPVcqalyRHFTaSlXcPAwBEiER+ZmcuTFG6H43nc7gYcjlw2biyZkwzRbLOC+fn5/P3ffxWr1cqRI0d46qkYq1d/C7lcPeZvzOQ9TRSw0Gq12O1W+vujRKPpRCIuEgkPUulaZLIBEgk/waCHtrYPkEqzUCqXEIkco65uFx5PFJ0un1DIgd3eRyxmRqGQkJ2tZsmSjfT31487tomcIvAiCHtIJFooK/v2iBZWE2Uo57qudeh+cToX43J5UCovx2K5lYGBTg4fbmH9+spJz8CheR4SIzx6dA/9/SUEg+lYLMuSIn/hcA2LF69BLrdQX9/OrbfeOq7K+/A7bPSaGt760eU6TiKhxGY7xqZNCb7whU+j0WjQ6fYiim4UCsjLyyYS6UYmM6JQpCCKDiIREaVShUqlnzJAcSGEu7q6unjqqedpbnZNqmQ/2omeqwzw0Jzn5d01or5+qHxhaB9/8MEHZ1ouurHb7TQ2uhgYaGfpUvUIvQiYn+DEpdK55XyL8C3g4sOMne4nnniCrVu3smTJkiQdbQELGMJEBkUwaMftPrBQZ3MOmI4z/Pjjz2A2Z9DU5Jn1oX4haHSj2+lUVx/FZpPwu98d46WXjs3JxTRepmK44eZweHG7G+jo6ESh6Keq6htkZIzUqTiX5x8ZMLmLnByQSODYsWq6unZw442rCIchMzMXudwzQlAMQKnMwOcbbK1zvtkiww1OiyWPG264l9LSYpqa3sHrff1Me6Za0tI2sXTpndTUhJDJFKSkpAMQDnchlw+KJdlsLTidnfz85400NWlIT/8MUmkCt3s/oVAH8bgXjcaEUukjEOgAtCgUKcmxaLUV5OZux+l8nb6+PXi9MUpL0zCZejh9OkAg8B9EInpSUrRkZ1eQkRGhpKQ3ee7Mh/E8kfL8D3/42JQOUSAQGCHkNVtWyUS1nKJo4KOPThAMto+gLVssFZjNZXR1HcDpdPGtb90zLq12NjiXrOBwA/qVV2oJBl3z6uSIYhC/vxGJpAqZrJt43AbkI5UuAnwIQjvxeD9yuRuJJB+5vAKDYQuh0B5CITkKRRopKQHWrMnHbDZjNBrxeq2Tjm0ip+i662LYbCaczhpUKv2UGcqpsprjqfNP9H6H3y+5uRtoaWnBZNqKSmVEpVqG03mSxsZWNm82T3kGDo2rvv5JWlsbSE+/H1GMEokMqWg3U16+HaVSN6HK++jPnej8HlKjDwa9dHcf4jOfuYuKigoEQaCqKpfm5nrc7jIyMpaj16vx+2NIpUpCoWqkUhfZ2SswGPJpaNgxaYDifAt3NTY28tpr1TQ2ZrFo0d3k5PRNqmQ/GnORAfb5fDgcXrq62unvTwwTC1RTXr6I1NQMGhq8PP74y4jiFvLz78ZoDNLV9QRWaxifb6ReBPz5qopfCBG+BVx8mLHT/aMf/YgHH3yQrKwsrrzySrZu3cqVV15JeXn5fIxvAZcgxjMoNBpYuzaHa665Z+FgmSWmcoZTUjJ5441aFi/eRnn5PbM+1OeKRjdTGpVUKiUUCvH228dxuSYWuJrt+pnI2Roy3KzWOhyOXO6+ew2vv95GQcGmCZ9/pgJrYwMmIlKpA4MhIxkw2bfvCCqVBLk8gtmsxmbrSGaHAKJRBzKZSF9fA1u2nF+2yHgGZ3HxZaSmLsHlaqWj43Xy8rRkZFRQVLSO7u5PkuMH8HqrMRgUnDjRQ2vrWwSDRxDF1YCG9PQM+vp+i1S6lYyMewgEjqHRuElPz6G19Tii2ILD8QZa7dJh2b8C4vEtwEFkMhcGQw6f+tQtZGcb2bfvCF1dEVQqDenpTpYuHSmKNF/G83iOwlQ0z1tuuZNf//oFWlu1VFRsQK/PQSKRzopVMVEtpyiKpKeraG5+jbIy0yjasgSv9zQVFZlJ6v1c0B3nIrBxPpycQCCA0ZhBZ2cDovgWsVgNoqhBKjUgimGk0hhSaSrxuApBSEUQ+lGpNGi1leh0rfj9TuLxSvz+OnQ6HSaTadpjmyhQ89FHH/Haa+/R0XEEmUyLRiOZVEF6Igd+MnX+8c7Q4fdLKDRAPA4KxeAdMMi0KcDlOobH40Gnm/oOqKio4J57tlBT8wTxuIS+PtkIFW2LpYJ4PDLtrOdEa2pIcE0i8ZGersVoNAKD+/HOO2+ktvaXfPLJDnp67Oh0pQQCp+nv/z0y2QFyc1PJz19JQ8OOKRMC51O4SxAEdu58B683l4qKu5BIZBgMeZMq2U805nMJjNvtdtraTiOKYczm9UlhRputA4+njqVLjdjtVqTSzaxbd98ZJoNAdnYuNpsTv38px45Vs2LFItRqAwZD/p+lqviFEuFbwMWHGTvdjY2N9Pb28uGHH7J7927++7//m7/5m7/BYrGwdetWnn/++fkY5wIuMYw2KHQ6HSqViqysrAs9tEsWkznDgy2wjhIKraKg4BYMhsF5ns2hPhcG82xoVPN9MU1e+gBeby0bN5awZcsW3n//9ITP39W1j1OnjvD444PtoqbzbGMDJmcpx0PZc5utkawsaG+vpqzsGjye+mQLNYUihb6+d1CrOykogG3b7juvl/Nog1OjqaCry0tvby9+/wk0muNs2JBLNHqEhgY5ubkVDAzY6OnpBTpRKhvp78/G4/kQQWghEilFIrmOUGgPDQ1voVL1otPdjUwmJyVlObFYLzKZBr1eSTi8CI/nMOFwBxpNMYFAAKvVQSBwDJVKTWXlnSxdei+1tfuw2Zr55jcfRqvVTlobfb6M58lonsuXV/HMMy/y0ksnkMtLsdt/M0KFeaasismeS6E4gdG4F7l8K15vd/Lr9fVv4nbvIhbL5t/+7Y9zRnecC4f5fLwnvV6PwaDHYCgiHm/F6TyNRGJGFN9AJrsTudxEIhEBZEgkxUSjuzAa5ajVRckyh2DQSzyeIBTy4fHEZjS24U5RQ0MDP/zhYzQ2ugmFVECY7OwQt912PVdfffWUCtLD79vpqPOPfr/D75fBshCIxRyoVINnoFKpxecbFHyTSHzTylauXLmSVauqUCpvRKnUjVDRhonvkvECtrNZUxUVFfzLvzzIL3/5W3bvfoL+fgG5PIRe78Jk0lBQkI4o7pk27fp8CXcNami4KS29lljs7HNOpmQ/1xAEgQMHTqBUmhAEJ0ql/kwtvAGLZRkORy0HD+4gJSVIWdm2YS35pJSX30Bv7//gdL6BzabA4chCoUggk7lYtkzLtm1f+bNyLi+UCN8CLj7MqqY7KyuLT3/609x2221UV1fz/PPP8+yzz/Liiy/O9fgWcAljuEEhCAIOh+OCjudSF7CYzBn2eDrp7bWj012GWj2y/nGmh/q5GsyzpVHN98U0XSO+qKhowud3OOqprn4KjWYdhYVfRKfLnNazTY89IGHz5tX4fMdobw+Qk7MIh6MHt7ueQKAWjeY41167nAceuC9Jnzyf63nI4BxsZ7aDYNCEwWBmyZIs8vP/jmCwF5lsH7m5tfT3N5GR4UUUrUAQv18kEOhGLjcjkWxEEBykpNyBRNKD33+SWCyMRmNCLgeZTEkkIuL1dlFUlIbHE6Cz04rN9i5ZWduw2Vrx+Q6iUBwmM9PE0qW3YDQWYDDkU1//PK+++h7f+tbDwOCaGo9aez5Vb8fLaA5Ryltbs5HLl5GRcQuJRB82294RKvozZVVM9Fxbt6ayfPlDnDhxKvn1SMSN292KyXQlixbdN6eskrlymOf7PQ2ddSdO9JGa+imCwQgy2acIBt9DFPeQSFQgkymRSByI4hGk0mMYDA+c6dddQW7uPbS3P00sdgSbrQVRNM1qbBOdmV1de3nppX2Ew2HeeOPIlGdqUVERgiBMS51/dPBy+P1iNBZgNpuw2fZisQx+RjQaQCYTCYfDtLa+xapVjKvOPnp+KypSOXasfcK7ZNUqI4IgUFtbm9wbr7zy7rjBhdmsqYqKCn784/+P9vZ2mpubAVi8eDFSqZRAIDDjs/N8CHcN3RcqlZFYbOz350u0bTg6OztpbvZSVfVZ6ur24HQ+j8GwOSnQGI8fIhY7SFZWNjrd2GSKRCJHKl2CIFgQhAIgDNQDA/M25osVF0qEbwEXH2bsdL/11lvs3r2bjz76iJqaGiorK7niiit46aWX2LJly3yMcQELOGf8KQhYTOYMD9bU9rFkSVaSXjccMxUdmq3BfC7Z6tEXkyiKI8RbtFpL8hlm63BO14gf7/n9/l727PlPRLGIK674MkZjxohnq6t7jqef/j2f+cxdGI3GEWOaLntAq9WiVkew2XbS3y8H5Oh0cbZuzeRzn/s6V199NVKpdNL1PJ8GYVlZGWazmcWLr6KgYCtqtSGZuRrspQsWSy+PPHI7gUAArVaL1Wrlhz98DputimDwMgwGA+3tv0EU+9HpbiEa/RnhsAOPpw6zuYpotJ9o9DRabYyqqjX4fN1ADInkFbq738TtdqPVqigpWUNV1WdHqFobDMv5+OMneO655+jocE6qbTBfxvNEa3N4APIHP3j0TG/oG7Hba0gkYqhUZ1Xqh1T0Z8OqmOy5brppcGwej4dnn30JheI+KivvT9JCBSFOenolHR1OXn75bf7xH2dPd5wrh3k+nRypVMrnP7+d3bv/mc7OGFKpiFJZglS6Db//ZSSSvYiiBLk8iEymRypNQ6ksRhDiRKMBAoEEWVlVZGX18Y1v3Eh5efmcCldWVGzn0KGf8e///hhG412sW3dv8rMnOlNnE7wUBAFBEDCZgjQ2vszatV9JKtw7nc+j12/C6bSSSDTw/vvvo1AcR6Mp5Ic/fGzStTjVXSKT7cPpNPCd7zxDODwYCOrtHQwEVVb+9YjgQkfH82zZsoTychP19QdxuRro7paOUDfXaDRJ5334e5BKpZSUlFBSUjLTJTLhc81nRnLovohEPEDumO/PVV30ZPfoWfHMTeh0WTQ27sLlOivQmJenRxDyMRhUI+41URRobNyFIKynpORGvN6DVFUtxmw2YzDcRUPDC392VOoLIcK3gIsTM3a6b775ZiwWC3/3d3/Hrl27xjXwF7CAiwl/KgIWkxkwnZ0fkZIyQEGBYdz2RFMd6qMv37KyslkZzOeSrR5+MUUiqjOqtOGkeItO58FsHlRHfe2192cdQJmOET+ewxCPu1EogmzZcs+Yjg0uVyM2WwtHj56gri5Eerp2xJgKCgooLTXw8ccvU1CwFY1Gj8GgAs5mfPLyYmcooSvYuvXLxONhPJ4OXK4GtNo+cnNzkw73ROv5xIn/ISvLQH+/8pyDS+MZZEPZj/Lyvx5jPAy936amJ5FKpSxfvhwYNN4CAQGvV0Snk6JS5ZOSYsLv30tKyn2YTA/idH6daHTHmYCKD7M5zubNV2I2m3E43uMv//Jqtm+/hXfffZff/76aFSv+ifT00iRN1el0JsXwnM42Tpw4hl5/DVVVd1BWVjFpf+i5NJ6nE9wbvkf0etOY+v0hlfrW1vfZv/83M2ZVTPZcQ19vb2/HbpdSUHAlEokEp7PhjFHtPtNHOYDN1sD69cu59tprzynINRcO83w6OZWVlfzzP3+Bf/3XX9Dc3E8oJEGp3IpefyUKhQ+1+jRSqYDL5Tizbtvx+3vQaFRkZalRKDxs3bqS66+/flZOxERn5tA7aW+vp7c3THZ2CtHoJ5SXL0oKU413pk4nqzacPWG32zl4sJamJg8OR5y2tg/p7DxGVdVfsnbtNmpr/8jp06/h99vR6dIoKVnG8uX/hlqdSnX1To4f/xkPPHBnMiA4GhPXnEew2eR0dy8nP38LKSkWPvxwF93d2SQSfiIRHwZDHgZDHnJ5Pjt3Pscf/vABKSmZKBQx8vJi3HvvTdxyyy2TZscvhbt9NAoKCigrM+Fw1GM0VjD8Kp0rPYOpzqqR4pmDooseT2dSoBEk9PV5ycoSaW8/mwjweDpxudwYDHfh9VrJyTGxaNGi5Nr+c6RSn28RvgVcvJix0/3jH/+YPXv28J//+Z/8+Mc/Toqpbd269ZI83Bbwp40/NQGLiQyYTZuMlJZW0N1djyiumNGhPtnl+w//8MiMDOZzoVENXUy7d7+By1VKKGRO9nWNRv10dPwCn+8kTzwRQxA2n1MAZTpG/GiHobu7myef3E9BwcjPdzobOHhwB4HAYuTySnJzN6DTSUaMCcDlcnHqVAMnThzHaExn/foSBKGUQMBBenoToiiMoYSmp5dSXHxtcp0uWbJkwvVssaxk16430GgsXHfdzJy00ZhoTVRWFs/o/TY0NPDssy/T0mLF7U6QkmJFq01Dq11MJHKEYPB5ZLIV6HT3Eou9g1T6IRkZ5WzduhWVKkJ9/fOYzc3cccd2Fi9ejFwuZ/9+O0qlboTDPdQHeNAYVCOVbiaR+BR1df3odB4slvnf79MN7g3fIxKJJNm2bqh+Xy5PIxgMcODA/yCKy8ZlVZzLcwiCQGNjI3a7HaMxiMNRxyefvEgwWIrReDcKRQaRSA89Pb/i8cdfJRwOn6Glz86huRTa+dxyyy0IgsB3v/tfNDZ+QCgUIBpNQ6m0AmqCQQ+BQCvRaAoGQx4aTQUKhQe5fICSEvs51ZaPd2YOnSnBYCkpKeXIZDtRqzdjs3nxeEYqQo/ec1Nl1To7Gzh1qoHHH/cQDMZoa+tAqVxHVdUdrFtXQWZmA0eO7GT//h9TUlJIcXE6MpmbeHwV69Z9FZOpEJeriRMnXsbpHKC/P0xLyxPcfXctd95547SUtLVaLb///StYrVnJc8ztduP3G8jLewiv980k26O5eT/vvfdbQqFrUCotZGVdjSC4OX36VX7+87eRyWScOOGYcN999at3T6rxcDFCKpWybdv1PP/8LhoadpCbO3tV+vEw3dajIx1FKSZTEcAZVtPzrFmTxm23Xctjj72YTAQEg32EQkGiUSdarZfy8soR9sifI5X6fOqILODixoyd7q9//et8/etfB6C2tpbdu3fz3nvv8bWvfY309HRsNttcj3EBC5g1zrVO+GKsA58oe9TU1MSjj87sUJ/q8h0yWKaLc6FRSaVSbr/9Onbu/Gfsdje5uZ9GoVARjfbg9VaTmRnC6y2nvj7AHXdsRyqVAdN3RGbzLoc7DHq9Ho3mwLhUumCwFIPhU4TDx0lJ0WMwmEa0cQuFVPT1Lefyy++ls9OLw9GLzdbO6dM/4VOfWsbNN1/DM89Uk5+/ZdJ1euDAgXHXsygKNDW9g1R6FVJpCaKoRyZTzspJm2xN1NfvJRIJTev9nu35W0pmZiVerxGZbBF+/yEikSOkpVURCLTQ3/82CkUQnc5DSUkNqakBBgZaCYXGMitGZwwAGhtbCQbTMZsrsdmeAsJkZn4alSofh+PECPXc3NyNNDQ8PedZlpkE90bvkZH9ho8RCjmIROrQaiUsXboRUbTjdgeTNP5zbVv3xz/u4vBhK42NLjo7Hyca7QCuJS/v7LglklRSU6+ht7ea733vafLz76Sg4NJlCU2FhoYG3nrrGMXFD1JUpKepaRddXZ8QDi8jkShCrdaRmnoL0WgD4fAeFIpmXK44cnk/N9/84DnNwej1MPxMsVjuw+utRSYDhSKGwXC2dZfZbEYikeD324nH/XR3dycV0CfWpHBQXf0iWq2WgoKvU1PzIrCGRGJdMkBVXLySwsLlHD78FEuWnOKuu67liSckWCxfwmDIGxEQMBrvRq1W4fN9xL59HqzWidfE8LO0vb2dpiYP+fn3JMcXDocJBsPI5UFUquU4nX9gYOA0Bw++SChUgE53BdFoM6IIBkMFOl0Zra0CP/7x0yxa9NcUFV2FIKiRShXJfXfgwI/4xje+Q0bGUiIRySWVAS8vL+fWWwOo1fumVKUvKzOyfv1yMjMzZ9QabrKz6lvfKpuWoziYCJAmEwF9fW7i8XYsFiurVl0+pk/3nyuV+nzqiPypYLjNNiTGfKljVkJqAMeOHeOjjz7iww8/ZO/evQiCMKWoxgIWcL5xLpnX0dk+lUokK0tk8+YqVq5ceUEd8CEDZuhQGop4f/Wrd5+h2U19qE91+c7GYDkXGpUgCAwMDJCSkkJWlptQ6En8fkmyzUxu7qc4dKiDROIQXm9XMuoOUwdQ5qKmf7xnG0ml6yI7W50suZFIJOTmbuSjj35Hdva2ZEuVoiIRr9eNXt+LVJqKxeLHYrFMa53a7fZxf25oHGlp2/D724lEItOem9HvYLI1UVcnEA7vpLNzd7IWeAjD3+9Qj2qXq5TKyvvIyHDS2/shPl8vOt2niEYTeDxH0GpLKChIRa83s3lzBf/f//f/6OnpmbbyuMGwHIfDi1ptwOV6AaXyBDpdAUplFsFgI37/m/T2duB0ppGSoiQtTYdK5ZzzLMtEwT1RFM70VTdz6NBB2tvbxxXqG2pb53a7aWh4Aa3WSEuLl5aW/TQ2fnKmN+5ZZfPZZIuGB1MKC+9iYKCd06fbGRhwoFanEQy60GotiKKI19tJVpaKcDhOb28FGzbchMGQCly6LKGJMHzNV1beB4gMDLQSiaxGr7+Zjo69iKKF0tKtiKKIzfYUaWmnWL/+S/T0HKC2tpWbbhJmPQejz5WhvWw03g1AOCySlpZCJPIJsGhE665oNMqePU+jUDTx5JNaNJoDlJebWLFiMV1dR5LOUkqKGZvtKLt3P0s43MratQ/h9Vrp6/ORnn4fSmXuCGdeKpVSVnYDfX1WgsEgkYgErTZjTEBAIpEgCHECAQsFBVtwuT6c1poYfS87nU5OnGjA5XLT338SmUwEWvjkk1/R03MMiaQKj+dFRLEfh+M0Uuk2tNoK1OpldHS8SjQqo6urcUQPaXBhs9nxeMrIy9tOUdGSSy5glJ+fz9///VexWq0TqtJ3djbw+9/v5De/+QklJYVkZFjGvdvi8TgHDhygtraWPXuaKC+/c8pExHQdxeGJgEG9iJc5fdqH2Wwe8fl/qlTq6Qb0z4cI358KRttsGg1UVWVz7bVbWLp06YUe3qwxY6d7SLHc6/WyatUqtm7dygMPPMAVV1yBwWCYjzEuYAGzxmwzr6OzfaFQHydO7GTPnjZefrmBZcs+ZP36ogsaMZ/Ikbz99uu4//6p6XSTsQAGa5RnbrDMlkY19Cz79zfR2hrGaNyKwRCkoCCNrKxCjMYCHA4n4AHURCJjnY2JHJG5qukf79mmotLF42H6++UsW1Y1LIsowWg0YjBEKCu7nsbGp7jiCt+01mlmZiZqde2Yn4tEfMTjIIpa5HLGRISn66RNxQzJz7+CtrZDqFSHqK+XTvh+rVbriM/JyMjgyitXs3v3Yfx+JxKJBJ/vKBkZA5jNeZSUBPjc5+6e1OEewnBDcP/+A7jd3aSmVpCdbSY39zZqaqrxevfhcOwhGl2MRLIVvb4MlSqI1boLieQj7HZ7suZ8LjARRXioTjoaTRAMtvPTnz7OQw99bsI90tNTTVraSfx+HT7fItLT78dkWkQs5hihbK5U6maULRovmLJ0qRqHo4W+vjSi0QKczhZkMgVebxcpKX3k5uo5flxApVpJNBod8Xl/Sm1uRq95t7uDvj4PZvM9iKIGicSEKGYQiURQq9Wkp99AKGRFKpWRn3/FOc/B6HNFrTYTjSZQqVQ4nSfRagdYteouWlreOyNqtoFoNEpb2zFOnnwfiaSdqqpvUFCwadi5doSbb67ixIlTHDz4A9raOnC5fAwM9KFQ5PLRRy+SkqImGHRQUHAnKlXeCGfeZDIlzwwgeTYJQjwZEBg6H6LRAHI5qNXqaa+J0fodQ+UhOl0OoZABqbSfQCDGyZMfEY9fhlL5ORIJAYVigFCoh+7uHaSl3YLbnSCR0KBUVpKevi7ZQ9rtrkWh+JhYbCVabS5KpXnWzJ+5xLmwrcZTpXc6ndTVDZBI3AHkEY26SU+/h2PH9o24215//XUeffQ3nDoVIxgM4vMJNDdXs2HDWkpLS0f8vdF3xXQdxeFMBqVSOWPW3aWKmQb057rc5mJkY54rxrfZ7LS17eexx/7Aww9f/AGziTBjp7u0tHTByV7AJYPZZF5HG6guVyOHDu0kGCwlO/uLeDxOXC4rR4/6LljEfHJH8kUeeWT7lE7FRCyAoWzGbA2WmdKohj9LRsZ6UlPfRC4vwO2OE432kZ6uRSKRnnEk3UD4TO3uSIwXQBnP2ZiNSvPQxRaPx7nrrk0cOHCC5uapqXQeTyegwGQaq0ALkJIymOHW6/XTWqcbNmxgz57DY35OpdIjk4kMDBynoEA/RuByupS+6TBDVCoT27evpq7u9ITvt7a2dsznlJaWYjKZOH68DocDAgHIzg6zaZOC5curxhVCuv3268bUYwJoNBpuvvkqlizJRRTfJzPzJvLy1gNgtZ7g5MlnEMXrUKnuIB63o1SmoFSmIpevRRBO8+qr71FSUkJRUdGcGCijg3ujKbiDa/cjWlo8PPro4Jkx3h5ZtcqI02nAaq1k0aISenvj6PWKUcrmu0hNtVBVNf1s0XjBFIvFwpo1K+nrO0Ik4mdgwIlG4yUnx0R5eSWC0Humc4BpXFrfn0pt5ug1PxTAUigyCAYHADkSiZp4PA6AUplxpl+1j/T00jmZg+Fn5uHDBwkG24GPyMnJp7x8sH47LS2NxsZd9PT8L8HgaVpb42i1qWzZ8m0yMgYzP8PP6NraVm699Rrq663o9VX4/XaUyjJSUq4nHo/g9zcQiRynq+tZCgqUaDRLkn244eyZUVpaSnl5I8eO7SU9vTI5N0CSFTHE8EkkNNOaj6F7+ejR3fT3lxAMpmOxLEOrDWK1OggE9iCVxgmHryeRMBMOtyOVypBKVcRiJSQSPrq7XyceL0MmS6BUSpBKZcke0t3du/D7bWRn34kgOEas37kMGM3E4TlXttXoPSyKYrK0JiNjGZFIKn19TyKKwoh7uqWlhX/8x8fxeLaQkXEbaWkS2tp+gcOh5t13DwOMcLzHuytm6ij+uVCpL7RI759CV57RmJhtl4vBsIUDBxKXNMNqxk73f/3Xf83HOBawgHnBbDKvwy83EMfQ6cCA3+8lN3cLPT1vn/cDYOhQcjoXk5t7I6FQFEEIYjTmziiKPxELYIjeqFZfP2uDZbrR8dEHLIi0tx/EZjuO2XwvLlddkvJoMBiQyRqQSFwYDPkjPmeiAMpoQ2UqlebxMN7FVlZm5LOf3YzFYpmUStfX10BamoRAwEE8LqJSqTAajUk12mDQiVoNRqNxWutULpeP+3MgQRA6SSR2U1b2yKzVUafLDFm5ciW33nrrhO93os/JyMjguussWK11OBxFfOtb95Camspjj704xnDZvfsNdu78Z7Kzs1CpLKjVkJYWASRJdXaVSiQa7cNq3Ude3oYzlP4V1NQMUoKDQStarZ1gsIeeHhfxeAC1ejGvvLITq/VR1q6dG7bK8OBeRcX2EWcGgNN5kpycfNauPdsy51vfeph/+IeRe0QQBL7znWcoKLiSzEwVXu9ZgTWlUotKtYJTp37I5s2pbNv24LTPnImCKSUlq1m6dDGdnZ0IQhZVVYuTSsMDA34iETsWS2hEEGeolV9fXxvxuH9Gmg8XI0avVZVKj1wOsZgDuVwHxBHFMHK5HFEU8fk6icVCRCIifr99zupTh87M9vZBRkRLi4e1a+9KvmOLpYK0tMXs3fv/YTJJCQZTWbr0X0aU2cDZM7q+/lf0979IOLwatdqBXF6CWn0FcnkOKpWSYFCOTCYnFDqNy7WLjIysJEtm+JlRVFSUPHM6OpwIQoBIpAeJJBWvt5OUlL4kw2e6wb2he7m+/klaWxtIT78fUYwik/WTkvIRongAn0+GKK5lMNBqQa1ehVQaIxbrQBRNxONHkEo70Wj6iET2IwhrkUplSCQSUlIMOJ0iPp+PwkL1mCDkXASMxi8/g82b14wpP5sL52z0HvZ4PLhcYYzGpUgkkhHBoKE1UFf3BG+++S4ezxZKSr6JVCpFFAWMxiJ8vhDhcAEHD9Yk+5bPJf37T51KfaFFei+0wz9fmIxtBxLy8jbR0PDUJcuwmlVN9+7du/mv//ovGhoakEgkVFRU8M1vfnOhT/cCLkrMNOo6/HIbXl83dAAolVp8PohGoxeEYtnZ2cnBg+24XCW0tNQkW2oN1bJNd0wTsQAiER+xmIgohsnJmb3BMp3o+NgDVpLsD+tyvYBKtQKHw4vVWofXW8uyZQOAloaGHdMKoAx/l6Ozj6NVmnNzcyfNwg+/2I4f34vVuo9HHtnOF79434RUOr2+Cbfbx/vvP49Wew0KhQSzWU1FRQkGg4jVuo/Vq1OTxsh06+fG+7nrrsvCZvPjdL6PSjU7Sl9eXh6ZmQI1Nb+jomI7JlNhUiV8JgbZZAwTAK+3lo0bS9iwYUOy9nvkGlThcpVit7tRKsNs3foturr289prTyKKRWzZcrYVmMPxBlbraxw4AEuX3otGk4pen4XHc5Jw+DnicTkej5REIoRanY7ZfDfx+HJ0uis4dsw1roEyU8re8ODe4cP/Q09PNwbDNiIR7wjHRCqVjtmfw/fIcIaAwaAcIbDm84FUGsVgiLF9+1UzMqgmCoJIJFIqKm7E5XoKj6cVlSqfRCJKIOCgu/tjsrL60enOiqMOtWZzOkMMDLyP2dzEc8/t5K67PjXleC5WGuTotWo0FmA2m7DZ9mI2b0cqDQJO4vFCenudDAy8iVod5tAhJ6L4R667LjZn9alD/aQfeuhzPProDhoaXkieKV1d+zhy5LdEo25iMTNWq5NY7EWWLr15RK96GFw/zc0e3G6RjIwSWlpaSE+/m3hcgt/vRqk0IJVakEg6UChy6e9/F0FIJTtbjcv1CU1N9aSldbJ06ZV0dnYmW0i+9NJb2GwNdHf/Cp1uE0ajnLKyRZjN5hk7bBUVFdxzzxZqap4gHpfQ1ydDLoeiolTS07fx/vvvolAsJZFoJhZLEI06kMsVSKXphEIBBGE/CoUOjWYVAwO78XpryM7+S4zGTUilCWKxbqTSZsrLbxxz/pyrmNfoeyEYlFBbe4Q9ez7h5ZefYNmyQtavX8Idd9xAWVnZnDhno/dwJBI5wzoYDHoNzg9JFphWm8Hx41ZOnxbIyLgt+dkSiRSz+QYikR3E4z5crgQdHa2kpannnP59KXQumC3OVaT3XHChHf75xFRsuyF24KXKsJqx0/3ss8/yhS98gTvvvJNHHnkEURT5+OOPueaaa/j1r3/N/fffPx/jXMACzgkzibqOrDfzjaDTwdkaNpVKhVZrOu8Uy5qaGk6e7EapzMNkWoxCoU3Wsnk8daxdu3hah9JELIBIxEcg0I7R2Ep5+dY5N1iGY7wD1mKpYP36wWyhw/E8bncDDkcuGzeWsG3bgwDTDqAMvUu/v3ccxsJZlWa/v3XMJTV9ldeHJ+lDq0Cvvwaj0U4s1o1Mtobu7hB9fR8RjQYxmztGGDjTWaeCICTp1VdcMfgzRqMxqWA/W0rfUOamudlLa2sDTU11mM3plJRsQq/Pwes9jcVyim3btif/TkPDAP39QaTSKGVlRq6/fjPZ2dno9Xpuv/06urpenDRzP7r2G0jSJkMhM7m5n8bnewqfrwertQaV6iZEcRlWa5CiokGV4g0bHuDAAYD3cLl89Pd7iMebUalCGAybMBqvoL8fgsEgMlkDdvtOTKYgaWlLMBqvHWOgzJayNxQM+fnPn6aurh2JpAWFQkF2tjpJEYbJg1bjKZubzWY8Hg+RSIRo1Ek0uoSVK1dO+i5HY7IgiNlcTnZ2JtnZB4lG/0Bz86BoYlVVKp///IO88cagIJdGU8HJkw58PgkSSScZGVKWLfsGNTW9dHdPnlm5mGmQ452DS5ZchdP5LG1tnaSmZhGPx2lpeZ1YrBu1uhOT6SrC4dMIQgs2m4mmpqZxhSpnG2QYHVhraHAmW3tdfvk2DIZs+vt3093txed7gaVLP4VWW5Rk0gQCDqTSCIKgQy5XEY+DUpmJTufD5erB6+1HKpUhCEF0Ojmx2Ck8nqPEYoV0dsoBD0ajhL6+CBkZx5Lv6tvf/jrZ2UZ+8pMX6e+Pk0is5tgxkdbWWnS6XkpKepPn2XSef+XKlaxaVYVSeSNKpQ6VSo/RWEBX10kEYRdKpR+JRINGo8VuP04kIiAIVmAPsA6jcQulpX+Bx9OAzbYTq/XHBAIvIZdrMBo7ycrqm3Mxr7HlZy4OH64jGCwmO/tKPJ7X6Otr5ehRC11dO7jrrk1z4pyN3sMqleoMIyOAUqnH660mOzsVo3HwmQZr8P0kEipSUkZ+rlZbQW7udhyO13A636Sl5SiLF+f/ydG/5xPnItJ7rriQDv98Yyq23RA78FJVv5+x0/1v//Zv/PCHP+Rv//Zvk1/72te+xo9//GO+973vLTjdC7hoMd2o6/DLLSdnQ5JqqFLljalh83qt5/UAEASB6uojxOMpWCwWVKpBXYWhWjan8yS1tUcoKRHHjGk8I2i8rKlKJVJeHgT65119dKID1mKpwGwuo6vrAE6ni2996x42btyYNNqmG0AZepfV1TtxOgdGMBbOvksNpaXXj6EszeRim6wP7YYNg7oAg7T2HchkIh5PB5DK3/zNX40xcCZbp5M5L1KpdNaUvuGZm0WL7katdnPgwF4aG+toavpvTCY1lZVpfP7znwPg0Ud30NaWhd9fgterwec7yd697/LrX++hvLyUkpIcystNSTGnmdR+D6dNKhQq/H5wuZqTjBNR1I8QfBoUBbsJl6uHBx8crAF/5JF/4vTpcgoL/4poNIrd3ktKShFS6Urc7i50uiMYDHlj3mMoFJpW/9qJ5reiooKvf/0hrNb/Ras1k5ZWCHiIRntxuwMYjQWTBq3Gc44lEgkmk+lMb9wPWLMmbcZ7b6oym5KSAF/96nfG7We8aNEiXn75bV588Y84nVrS0gqwWNIoL/80FktFsmfvRJmVuro6/v3fn8DpzCY//wYKClYTDLouKhrk6HMwHIbi4iDZ2YdRqXKpqWkhEnEBcSKRdByODtLSFFx22WeJx/1jnn0uggyj6eZS6TbWrv1ikgack5PP6dMyOjpCWK3PkZZ2OwqFlPR0FQrFCVautGCzSYjHI8jl4PG009enRC5PRyJREosFABXBYAOiGCY//y6Ki6+itdVHNKomkejE6ewgM/NKjh3rpatrBzffXMXhw1Zycq7BYAjg850kHI5gtdrJyjrbPm06zy8IAoIgkJYWoaWlLvlsAEqlBYVCQTj8Fnp9FdGoB7W6AInERCRyEkFYBhTg9Sbo7z+N2bwSo3F5Ulk+LS2L0tIbiETccy7mNbL87GzLQotl2Zl74kp8vlNUVW2kp0fKa6+9SyikPmfnbPQezs3dRFqaFKv1IAqFk5SUFsrLtyORnKWJl5dn0dXVSTDYjsEwmg1RQWpqHEF4jwcfvIIrr7zyvLJPLlbmy3RxLu1RzxUX0uGfb0zOkhvJDrwUMWOnu62tjVtvvXXM12+77Ta+/e1vz8mgFrCAC4nhl1t3t4BOB/39H2Ew3ILP15WkigLnvf1FZ2cnvb0S8vJKGBioRqUanrWVoNfnY7W+wKZN8hFjmsoIGu1IBAIBHnts8izlXFyQkx+wEny+DjZuLB/hcMP0AyhD7/L48Z/R3x9GrVYhCHGi0cAI2q9OZ6CnZ+QlNdOLbXQf2sZGNwbDBhyOk6hUejZt+iper5VIxEc06sVkOjijetjp1nDNlNI3XuamtdWFVruJ1NQ78XpfJy2tFZ2ugtdfP4Ra/TFtbYW4XKWEQmaUyjCRiBup9F7CYT1tbX5KSlZw7FgDXV1H+OpX755QTX88w2U4bTIa7UEuB4mEYYwT6QjBp7PvYlAVXq/Xk5a2GI9nES5XHXK5mUQigVweIhRqRqMpRi634fVaMZmKku/R4/HwxhsfTspsePzxZ0lPT6e52TuhM1FUVMTatXns3v0+3d0y+vo8yRKQ9HQjCkWCrVvHPzNmq/4/HcxW3KiiooJPf1rFkSMdLF9+8xmGQEGy7GCyzEpdXR1/+7ffoakpBa3WiN2+C7P5IOXlN4yhQQqCgN1ux+FwYDAYzrsRPt45mJeXx/PPP09NzVGysrZhMl2BTKZBECKEw220tBylsnILDQ1NyWefy1pLqVSKVCplYEBNefmNwyjCEjIz0zhx4jChUDZK5SlSUrIRBJHm5tcwGvfyla88wMmTbRw92kZ6upGTJ99BEO7GYMgEwOezolIZiUTqice3kp5+PX6/FFFMIy1tCfF4HK/3ZazWGjZtepj6+uf52c9+g16/jQ0b7gdEPJ5OIhEfSqWO7u6Pqa1tpbi4blyNhuHPDyTvI4fDR1vbTjo7u1mz5nYKCiqIxfqQy2MoFB8SCnlJJLYQj5eTSNQBLchkNyGVLiaR6Kel5SPi8QgWSwU63eX09u5l8eIwDz00M1bUdDGy/GxkXTWcFdqLRv3k5W2mo+MgkJgT52zkHn4KlcqLRHIamcxEZeVfkppagsfTlTwr/uZvvsTp0/9Kff2r6HQjA2KCIOByvUllpYnPfOYzyOWz7iA8Y1zMzJfp4lzao54rLqTDP9+Y6A4MBu243QcuefX7Ge+y/Px83n//fRYvXjzi6++//z75+fkT/NYCFnBpYfjldvCgk97ew/T2NpKXt47ly6tQKsPU1z8/6wNgtlFen89HJCJhxYptHDq0E6fzeQyGzSiVGUSjDrze3cjlx9m06UszFnEZ7ag98oh03tVH59PJGEJFRQUPPHAnLS2P4/N9RCBgOdP7+yzt1+PpGnNJncvFVlNTw/HjR5BIBBIJ2Yg+y5mZy4nHQwQCB6cdiZ7PGq6pMjdq9fWEQk+Sl7eZlpYBbLZqNJr1hEJmzOaldHX9jHi8HL3+PuJxL37/B7S2DnDNNffS0PACr776Ht/61sOTMhGGGy5DtMlo1J+kTKanlyKXHyAWcyCKg0rtkUgEu91+RujPm3wXPp8PlcrExo0baWnpoqfHRizmRiIxodMZSEvbSDhcn2w7N/QefT7fpMwGjaaCN97YweLFV1Fe/teTBj1WrFjM7373CzyeLVgs20lNLSIQaE86RMuXPzThe5pP5d/ZMiECgQByuYnCwiuRyZRjvj9eZqWhoYHvf/9pmprKSE//DDrd2NZnQ876Bx98wCefnMTjEWhv96JSXRgjfHTAShAEDh06iSBcQVHRN5HJzppMBsMGnM7n6ew8htk8KNo1H/t0vOCfKIrY7f0YDEVotTHcbisDA4+i02VSVmZCJruC6urDXH75aurqdhOLpRKLtSKRaIlELiMeD6NQtKJQtBCN+snN/TJ2u5dIJEYslkZfnx1BAFFcgs/3O3JyjmM0ruTo0T9w1VUlDHe4hyjhUqn8jHjbC7hcFZMGrkIh+Zle03dTWJhBZuY+jhx5hgMHvovDUYzFomf58j76+gqxWk/g9XpJJHYjlbqRSuNIJOVIpTqkUjPRqJPTp6vp76/FaNSO0TyYzXqf7H4eWX6mGFFXDSNrq7XaDGQyIzk5Ebq65sY5G72H7Xb7mW4ae2hu3jPmrHjkkc/xrW/9grY2sFhuQasdPIucztcxGvfy8MMPnXeH+09BAOx82C4T4UI6/OcD492BGg2sXZvDNdfcc0msj4kw7Z32xS9+kZ/+9Kf83d/9HY888gjHjx9n48aNSCQSqqur+fWvf81Pf/rT+RzrAhZwXjH8cqupqaG6+ii9vUfp7z82IyN49AUeCATGbY80HQNz6MLXaNKTdc8u15P4fCKCEECtDpObm5ZsF3YuRuD5Uh8tKyvjrrs28coru6ivfxdRVKLTqamqKuTOO6d3AU8VxLj66qu5++5a9u3zUFCwBbVafUZFXDLhJTXbi62hoYE//GEvXu+qCfssq1RalMrpR6Lns4ZrJpmb9PQKamo+RK+XkppaSDTaRTDoRqUaHJdcrkUu1+F0BvB6vVOOa3zDxYJO56Gj4xdkZYUoL78Xk6nojLjVHsLhJUgkTg4fhkRCgkwmIgh7koJWnZ2dqNWQkiKyefN63G43Bw4cpr/fQE7OOiKRbuLxQaN4+HvU6/UTMhtEUaSry0swaKKgYGsyCDPePgI4ceIUeXm3kpm5gr4+BwMDg4Z4aekVKBQmamtbuekmYVLHe7723mzEjWYagBo6dxyOxWi1Zeh0pWdaOg1vffYOGzY8QEODk8cffxW4nJUrl1NauphAYGb087mmqg59XmNjI01NHnS6q4jHg0ilOiKRTuJxH3K5Hr1+I729j5GaGkOv1894n05n3OPN/dA+zchYgyC40WiKWLPmWiyWcqLRADU1f+DFF09QVxdCLodEYj9yuRuJpI9I5BUUihRMpgxMJhV9fcWkp6+io+NNPJ4YSqUBtToNmUxBPJ6Gz6fg6NEali5dSywmx+frobr60WQHCJlMRKdTk5t7GX19LgYGEpSWPjDu8+fmbuKjj/5IdvZm1q0728IxNbWYTZu+RlPTHyktDfH1r3+OUCjEd7/7P3R1paJU3oRSmY4o9uPxvIkgeJBK81Ao9EgkFhQKDWq1GZmsk+LijBGaBzNd71NlYUeWn92YrKtWqQxnSpbO1lZ7vd1oNBJuvfVaXnpp35w5Z8Ofafny5Vx99dUTrqNbbrkF4Eyf7v24XHIUijiVlUoefvih5PfPB/7UBMAuVGu0C+nwny+MvgN1Oh0qlYqsrKwLPbRzwrSd7t/85jf84Ac/4Mtf/jJZWVn86Ec/YseOHcDg5Lzwwgvcfvvt8zbQBSzgQmDocisqKpq0RdJEGH2BRyJuentbMZmupLJy4mzZRBjtCG7eXEZb2wc0N7+DxxPD4QgAEX7/+1e4884b0Wg0F7XgxtD8HDzYQmtrB14vqFRKiorMU//yqM+YLIghlUq5884bsVp34HJ9SF7eZhIJzaSX1GwutiGjIhxePWmf5bQ0C1dcoZs2O2g+a7hmkrmRyZSIYoRQqI+MDC3BYAeCADLZ4LgSiQAymQxRlBOJREhPn3xcQ6JwN964iurqI/T2NhKJSDCb3cTjg/tEqdSRSMTIy1tBc/Mv8XjMpKZei0azDAgwMPA+icRZQauysrIReyQ1NZW1a1dx8GAdDsdJ4vFD5OXpAckItopGo5nQsfR4PPT29mIwmFGrDSO+N3ofATQ2uqmsvBu9PjcpgjYkcuX15k245y7WOseZBqDOOp/3YLc7k04JDM6XwbAZl+tJbLYj2O0dSKXbWLduOxqNk1hMOSMjfK6pqsM/z26309joRCaLY7W+jlxuJxj0IAgglYJGoyUUOkV+fikFBQXU1dVNuU+tVpHGxsb/n733Dm/zvO+9Pw/2BkgCHCIIUZQ4tSXLki3JUx6JlxzPOG2Gk9ppYyc9OW+TJjlvk7R9k6bnNG1d5/TYieMk9XFsxduxY1tekihZkjVISSRIiaIoEiRADBJ7A8/7B0mIe0jUcILvdeW6YhF4nhv3/bvv+ze/v2FH7kFcLoFEQphy3JPN/UgJhkymwed7gwULKliy5Ea83nb273+BSGQJMtlSyss3oNMJJJN/QKf7HcuXb8Vsrkeh0KNSGRHFLB9++BsikVPE4xFEUYdKpUEmUw6vVQC12kgisYBTp9oQxUGOHHkXieQqjMa7SSa1uN0dnD69h9bWX6NUdmIyFWK1ChgME39/Oq1kYCDL8uX1U7RwjLJrl53bb+9ky5YtPPTQZzh69N9xOE4hiioEQYFEkgHaUCg2AyEkEhkymQaLpYb+/o9IJPqwWic6hma79rOJwo4tP9Ph853AaLQQCu1GozlOXd29gJDbF9dddx3l5eXnzTibybFw6623cvPNN7N37176+/spKSlhw4YNFzTCDX+cBGAXqzXan0Iv9NFync1mcbvdF3dA84BZ7zhRFHP//8477+TOO+88LwPKI49LFWfjMR99gWs0Fj744G16e8vIZMIkEiEMBuucFMzxhqBGU0JLy05CoVrARkkJLF9eTFNTKw7HNm6+edVZG2vnu+5qZH46O7U4nRoymfsxm9cSi8Xo7z/Jzp0DOBwzsyLPNlXtbC6puX5nRKmw2e7O9Vnu6zuMWl2GSqXP9VnevLmQDRsemPXFfD5ruOYSuQkEeigoSOP320kmw8hkeiQSyGTcSKXlJBLdqFQS1GolSqVy2nFN7HMrDPe5Xc3KlStHZYScIfiz2fy43SnU6ibC4WZkMqioKKC29rt4PM3DbPK1E5wlBQXFNDSYOHToZTKZj1EqFzIw8PSYdcxms1MalvF4nHD4CNXVpTl24NEYv49G9twICdp0n51qPi6lOse5OqBGnEQ22xLM5hBO5+lRRFMj2RMiJ078HtBSW3vTWSnh852qOv55RmOUnp6f4/cHGRxsRCpdj17/ZyiVVlIpB17v75HJXKxYcSsSiWTGfdrdbaejw86//EsPnZ0h0mkNVmsVK1ZsRa0umnTck829VKogm3XT3/9rDAbHsJFHrkODwfAp4vEmNBo9BoOJdeu+TE9PH6dO7WHVqgeRSKQAiGKWoiIjra0vIpHUYTIVEY93I5UuAyCRaESnK6Sw8HKczn9BJhsgHF5IVdV9xGIxnE4PqZQNnW4ZodC/I5M5iUaN7Nmzh82br8kx9o8gEOgF0hiNC2fVwvG6667jllt28tvfdlNUdBNSqZ5MJks8vot0+jmyWQtyuYhEEhjmnvCiUllwOBxzNtrmEoUdW372MS5XLy7X0FouX74VhUI3ofzsYvetlslkbNq06YK8ayr8sRKAXazWaBdbpvKYO+bk5prYqDyPPPKYDJNd4H6/n3DYgNX6VYLBN2lrewezuRZBkMzJyzty4b/44h948cX/i9e7ioKCKiwWNXV1i7FYLIjiClpbn2P37sMoleKcjbXzXXc1Mj8ezxJSKTfp9BqKi+8fJoMT8XjkpFJhPB7dlI6Is0lVO5tLai7fGa1UJBIBZLI0oVAbbvdxQIJKlcZoDHPPPZ+ZEwfG+ajhGh1VvfzyZXR3N84Yuent3cMNN6xlz552HI7/w4IF96FW6wgG30YiWYdCMYBCocBikWAwGLDb/zBlCv5k8tXVtYtwuImamhqWLl1KfX19boyBQIAnnoDLL/8yopgdU08qCBKUSv0YNvnJnCUPPGDi8sv/mpKSkgnrOJ1h2d39Nmp1ExUV/z1HIDYa4/fRXB0kn4Q6x7k4oEaMz2jUQ13dYgKBFjyeYxgMNhQKLaFQB+FwF5WVGbTacnS6kknfOZ0SPt+pqpM9TxSzlJaW4fXuRSK5ApnsarJZKbGYC4lEilq9EpPJTX//UD33dPvU7XbT2PgCGo2WSOR2FAobFouFwcFGPv74Fdavv3fac2v03MdiIiqVnXRay+WX/w0WSz1+fxderx+D4S6CwZ5chw0Yku01a+5g794fcuDAz6itvROttphwuJ90Ooxcvp14PEhBwWfxeJyEQi6gG6XyNAbDNYRCbyIIH1FcXEs8vhiv9xihkIJk0oBSqSKZ7ECtrkKnc1FYqKenpxO73YrZbB7TLcLnO0RhYQapVEFr6ysztnD89rdr+dKX7mPnzr+jr+9FCgvvQBBsaLVXE4k8gyAMks2qkMlEbLYrqK7+MwYGXj4ro22uUdiJ5WcHcbmyDAy8POW++GPuWz0b/DETgF0s/KnL1CcNczK6a2pqZjS8BwYGzmlAeeTxx4DJLvCRlECFQpdLrwwEuocjiN1Eoz58Pj+BQGDG59fX1/PAA0oOHepj2bK7KCpalKtRhjNKgtPZRmmpSFfX7I21C1F3NTI/RuN6jh8/jlJ52zBZkwylUonBYMPnO8yiRSux21+Y1BFxtqlqZ3NJzfY7er0epVKktfVj2tqCJJMlVFZeRjabIZHwEwi0ABk0Gs2c3z+fNVyTRVULCxNYrS2kUtFpIzcPP/x5tmw5yT/8wxO4XK0IggxwIYqnkMvXYjRqKS8vxm5/ftoU/NnK18i8Hz16lERCQKcrnRWZ19k6WCYzLDdtMlFTs5zeXheiKM64j+biIPkk1TnOdk7HG5/r1y+lre0kXu9hgkGRSOQ96upifOMbX+GZZ/YMK+ELJrxvOiV8vlNVJ3ueIEgoL19Bc/Mu5PIqZDIoLTUgikliMSdGo0BDw720tb2Se89k+zQc7mfnzqcRhC5Wr36EI0fiGI1VgB+NZil+vwe7/S02b66dctyTEWi98MIuPJ5mFAod/f1d+P0D+P0daLURyssbxq1JPW73IpYsceDzPYXdHqS/3wHEKC0toKPjA5zOQdRqNaLoBmJotTZgJ4WFAqWlxWg0FVRUXMmRI8dxOvuRSIpIp+XodKocQeHChauJRBo5efINFi3SU1ZWnTunbDYHNTXLOH78tVm3cFy6dCl/93df4h/+4QkcjiMkEkqUymIKCmxIJGXo9X7WrPkMVVXXEQz2nrXRdjZR2HMtP/tTwx87AVgeecyEORndP/zhD3Oe0zzyuJRxsWsjJ7vAR1iZU6lIjpzK5Wrm6NFX8Hr9xGJR0ukunnnmJRQKxYyRrSEjVUdl5dJpjBCBTZvWEA43zdpYuxB1VyPzE4tFcLkGgCyi6EUiAY1GRlGRYZikx0AoNHmka/Qci2J2DJuuwWAllYoO12S2XZD1z2azHD9+nI6OvbS09JPJ3IZKBfG4k9LSCkymKlKpfUilBezff4ylS5fO6fnzVcM1VVS1p2cXRUVtPProrUQikWkjN/X19SxatIhf/ep52to8BINFBAJNCMIJiovLAcOMKfhzla+ziZKcjYNlKsOyvb2dxx6bndNjLg6ST1qd42zmdDIn0YYNq3C5OujpaaS4OMZ3vvN96uvrOXCgdVgJv3fMM2ZSwuc7VXWq5+l0JRQULCKV0uD3HyMcdqDTqbDZhrofFBQYOH78lTHOnvH7dCia3M7atd9Eo1lEJPIWgcAhYrHgMEt4hHDYjtW6HJtt85TjHk+gVVZWxr/8y894661f4fEMEAyKSKU2NJoK9u07Tm+vO5f9FIm4KS428Nd//Xk6Ozt58smXkEg2UVu7Fa22GLn8x3R2xtHpalizZgVFRUUkk5FcO7CqqgxOp4BGI7JiRT0eTwKDYRlyuXq49ZiDdBpKS1diMlWye/f3cLtDhEIFo86P+wD4/vfn1sLx1ltvZdGiRTz99HP8/vf78fuDFBQ0UFxcQl3dn+f6xU8lL2dLWDcaM0Vh8xHHmfGnQACWRx7TYU5G9/33309x8eQXXB55jMfoi26EefBC4FKojZzsAjcajZjNKpzO0+j1RtJpD62tu0in12Iw3EUy6cFicXDqVIjHHps5pXS2SsLKlSupqamZtbF2Iequ9Ho9iYSf9vZ2EgkJGo0UhcJGJpMiHPYTjfZgMsXJZM60ghqvOGm1WlQq6O7ejcPRnCPjSaf9pNO9iKKeTCbEk0++y6FDbed1/e12O0888V+8+aYdtztMJNIIaEil1hAKGRgY+JjCwgAlJQMsXfrnHD++E4/HM4aJczaK4WwjjVM9azZR1Y8/buHb3350xsjN0qVL+clPfpD7zEjP8UgkMusU/MkwlXxdyCjJZAr0XJwec/nsJ7XOcSZ5nWoOrr22gK1bv5KbgxEl3G7fxooVy0injUQi3hmV8PlOVZ3qeQqFFrlcglwuQSZTs2HDkBE7klk0WbvB8fu0t7eXp57SYrNt5PTpwwwO7gGuRK2+F6m0mHS6j1DoFxw8+BqCIJnVuO12Oz//+f+lsbGPgQEdyWQWmSyMXC4gCJvx+wdJp2MEAi1cfnkDHs+Z/fHcc68hiptzDOIAq1ffTzL5PC6Xl1On+li4cDnRqAeHoxGLpYMvfOE+Xn11e477QaNRoVBoJ+V+EIReVq1ay8MP34DRaJwgH2fTwnHp0qX88z//kJtvfp8nn3yJcNhMTc0d6HSlY3pTj5eXqfSBO+64Aa1WO6Yn+1zPl7Nx7l/sgMDFxp8CAVgeeUyFWRvd+XruPOaC8RedWg1r15axZctmGhoaZn7AObz3UqiNnMxAEASBurrF+P3HhplwuxGEezEaP0Uw2INWG2TVqiswm82zSimdixEikUhmnWo7onyGw65Ja2fno+7KarUSi/USCpUM9zDej0JRhUymRCotZnDwBFptEL+/mcsuKyASifBP//TYGMWpttZINutg587Hkcm2YDTeg0plxOH4iFisE0E4QW3t7SxceA2HDzeet/W32+38+78/T2OjkkTiVmSyw0gkCURRSjZ7EKlUQjLZRyDgYtOmb1JRsZHjx3fgcDiGmZwNc2ojN1NEZTqn01zZ7GcT0Tzf7adGv+tcoyTnqvDOJWV9tp/9JNY5ztaxOZs5GK2EBwJOurpeRKmcWQmf7PwTRZFAIEA8Hqe7+202bTLN2gkz2fM8Hjt2+x8YHGwjEMhiMGzA6fRiMpmmbTcIY/eGXq9Hrd5LOOzC4diDVLqcbPYmpNKS4buhAJXqehKJkxw69F/cf/+Kacfd0tLCj370S/btU5BOP4hWaySbTSKTNZFMfoBUqiWVupxMxkQgMMDOnf/Jpk0iW7feh8PhmPQMsFjqWb/+PpqansfpfJqmpkaKirRj1kEikcyBtbuQK6+8ctK9cTYtHEfmdMuWLaOYwJ+mr29qo20qfWDHjjd45ZW/o6ysFKXSkpPfFSuW0NNzcFbny9k49y+FgMClgDwBWB5/qjgr9vI88pgOk190/XR2fsTjj/+ORx89P4bvbKJ4L7/89jCr8vTRuHPFeAOhvHwj6bSSYLAXrbYZs/kDBgakZLMq4vGmMV5+YFYppXM1QmZrINlsNgoLE2zf/n0kEhuZjIBMBmazidraG/F4ms85ouhwOFCriykqGiASKUEiOUQkkkEmW006HUeh6CIeb0atzrJ8+bU8/vgLkyhOr3PkyAGCwQ1IpWUEg71kMsfIZkuRyzeTzT6PRNKNwVA+aS/l+bjwR2Suu9uKICxCFD8mm12FXL4YiWQV6XQHcrkfjaaCWOwPdHe3IJerOXnyEG+/raS//2PicQ9Op4uCghtZuvTcHEUzOZ1uvHEFPp8ftdpNNpvOOVJGcCGiqucSsa6vr+eRR+4eTmvfSTarpLDQyJo1hTNGSWaj8M7GKJ+Lo2E2n/2k1TnO1bE5mzmor6+nurqalpaWnCNqpj05/vxTq+vp6QnicrkIh4+gVjdRU7Oc9vb2We2fyTpDHD36IaHQQpTKO9FqP0Kl8tHTU4Dff5hly4qJxexTOntGy5JWq6W21sju3UOlRGVln8PjiRONulEojCQSp1GrBQTBRiLxexYutNDS0jKpDLa0tPDf/tsPaGlZTCi0CplMSjLZi053BUrlFoJBAXgPieQ0fn8As1mOXN7J3Xd/g/r6eo4ePTplZoXFUs8113ybpqbv8OCDG1i7du2Y958Na/dUcz3XFo6jMRujbSp9IJFQ4vXW0N/vR6GIc8013yYaHekLf5BbblnLkSMd00Zhz8a5f6kEBC4V5NPx8/hTxKyN7mw2ez7HkccfCaY2fMsxGDazd2/mvJECzVQbqVbX87vfvcyBA13IZKbz7mUeUVCeeOK/2LHjZQYGskCawsIMy5ZV4HAoqK3dgEajH0OCBrM3fs5HqlZ7ezsuV4xotBypdBMFBasQhAjd3e/R1fUj1q0zsXXr185p/UKhEEqlhY0b7+T48Q9wOKIMDj5HIvECcrkGk8mMUnmKu+56kCNHOiZVnPr6TASDS9DprkajWUUwGCAcTiOVDqDXeykquplY7LcEAt2YTJU5R8b777/P/v3HziraMN4oy2aztLX5KSy8itbWY4TDQRSK+8hmXSSTDuTy5WSzLmSyYmSy9fT2/hc9PXsxmS6juPg2DIbFfPDB/6Svz0YmU0MiocRgmFuf4tFjm87p9NFH/5Mf//hx+vpktLb+Er2+CIulgLq6m7BYhn73hYiqjjZuWlqexWhciVRqIJMJEgg0Y7F0TKlw2+12Xn11Oy6XQDarQyJJUloKt9++ZUaDezKF99ChHbS2PsU992xGq9Wyb99R2tsDFzQK9Umqc5xKxvT6chYsuBm7PcDTTz/Pj370P2bdA3hkTwWDQQAaGhom/e5kDpHa2lruumsjv/71Nnbt+i9SqRIMBjPV1aVUVPx3entdsyrVGcFUnSFsNjXFxXW43R/j8TTidndz9GiUe+65gjvvnNzAGtsOT0Qmc9Pf30Fvrwqr9XbKyhbjdrsIBluQSFxoNEaMRoHBQQnPP7+b117rmCCDdrudH/3o57S3azAY7iGZNCEIaiKRNsLhLiQSHVrtfSSTIcrKriUc7mTdulrS6XcoKSkZXqvpMyuiUS9FRSbWrl07qVF0Nqzd08312d5dMxltk+kDoijS1naSWMxMeflnCYV+SSjkRBAKKCq6ltOnIxw50sG3vvUIDodjUoN+9B6or7+PYDCI1zuIUqmjvv4+7PbnJ5zZnySyxDzyyOP8YU413XnkMROmM3xBwGrdmGMlnW8v53S1kR6Ph2PH3Hg8WpYvv4WFC6++YF7meFxOWdkmli+vx2hciEymor39FZzOD6isHGDBgomto+Zi/MxnqtaIcpDJrOfmm6+nvb0Tr7eFdBrU6iqyWQdlZclctHi2zxw/thHFT60uYtOmrxMIdBOPB0gmQygUepLJCKnU21gsFl5+uXlSxSkaVaBSLQLMlJQYMRgM9PRoyGaDiOIACsUKolGRRGLIcaHVFmO3e3jyydcQxSuGe6ebcToP8+GHO2lpeYLvfvcvpiQ4myxSWlAQp7PTSTrtZWDARTweQybTIpWWIginyGRERFFKKhVBEFT4fKcwGm1s3vxVNBoRn6+fcFjEan2AYNBPW9vJXJuduZJoTbX3RDHL4cNPc+jQUA9fpXI5mYyZdFpJJOIiENjG+vX3YjbXXbCoan19PbfcspbHHvs1hw79jlRKhlyeprpazhe/+IVJ9+J4w7my8kybsccff4Gvf10y6femi3gNDFRx8qSdffv+FUHQoVCsY+3aO6mtrb+gUahPSp3jZDLm8XiGmcnjxGKFdHS8hSj+PQ8++NkZxz16TyUSUFlpwGj8YIKjYyq2fRDw+eQcPhwimVRTXm6mtvYmqqquQxAkiKI4Z4Nmqs4QAMXF9Xi9J4lGe4Ad3H//7VRVVY0544ZYxRvx+WqpqLibaFRg375XOHXqYxIJP+m0ira2/4VWW4DZfDk2WyUVFWtQKBQ0NR0gmdRTXPx5FixYO0YGH3nkbl59dTseTxlarRGdrpqBgQEEQYtMtohMZpBo9CQGwypEUUAUFeh0VWg0RlIpIXeXzEdmxXyxdo9kOOzdu5f+/n5KSkrYsGHDBKfL2ZSFTKYPBAIBvN44RmMDcrkSny/O3r27icetpNOQzRpwOt/h8suXsWXLlkmfO7IHNJpr2b17P15vnHSa4WwwFeXl9djt7WPO7EuZLPFPvcY8jzwuJPJGdx7ziplIgTQaC/H4+UlfncqDP2KkhUIChYU2CgurkUrPLpo4F4wo+z5f3RjCGoDLLvsa3d2HOXjwFRYuXD7mvWeTUjqZ1/9sLtPRyoHBUDxMahMgkUgME+EtxuebvdNkOhKb0YqfyXTmWSOK8po1hej1+mkUpxrC4SbSaT+ZTBJBUJBKJUmnC4jHnUSjB1AqvYTDSUpKhmrU+/tPI5FsZd26+/F622hufgGv108qJdLePsg3v/kDfvrTH0wwvKeKlB448ALHju3AaOxBq7WRSPQikUTJZCyAiERyinTaQzQqR6HoQy5PsH791uEyAjeJRGi4jVwJBoMBr/cwgUAAk8kEzJzxMHqNe3t7icXEMXPl8dg5cOA3HDmynVTqKiSSzeh0eiQSLYFABpVKhShmaWraRlnZkmmjzPMJu93OG28cxGDYyrXXDtXyp9MJAoFO3njjIIsXLx5jdJ1LpGgqQ3Hfvhai0SIKC+/H6TyMSnUzUulVtLQMoNMFsFgubBTqk1DnOP58Hz2PRmMDer0Mt/sAzc3aGSPME/eUGZWqg6amo2McHZPtve7u3bz++lOIYiWrV9+IIGyiuLicwcGPOXRoO4KgZ9Giy8/aoBnfGWK0YyGdBolEB3iG29glcmdcLCbS0XGQVGodV111PYmEwK5db9LX145Ech8qVRmZjIt0Wk063Q0cZeXKyzGbq9m+/VX6+z9i8eKFlJevQyKRjZHvX//6dzidIhUVN9Pf/zYSSQCNRkY4HEcul5FIGEmlukkmO5BIRKLRIDabkUCgmbVrz9wl851ZcS5pwhPvh6Ps3HlgjNPlbOugJ9MHRtp2yuVaAoEOBgf9gBmLZQ1yuZZEYoDe3j/w5JMvUV5ePunzQ6EQbncQt9tNPF46bMBrSaUiOJ2nGRx0UlwcHHNmX6pkifka8zzyuLDIG915zCtmTl3znLf01ak8+IFAAI8nhiB0Y7EUYjSeMWTPp5d5Ou+2RCJl7do/56OPfsqBA7+ktvamaRWfuRrQZ3uZjlcOBEHIGYAA6bR6TCuX6TB9DdsL3HLL2hlJa9Rq9ZSKU2FhHUqllESimUTiSny+KKIoRRAUCIKGbLaVbFZPa2sAvd5NV9ergJba2pvwetvYt28b0WgNRuPdyOXFKJUdtLU9y49//DTf+96Xx9T5TpVSK5VeTjbbTSzWiNX6/xEO7yGZfAu5/AtkMmYyGSdarYTiYgUaTZBkUkt9/XW5OVIq9cNt5NwoFKWEQkO/bwTTZTyMX+N0OsypU21oNLtZtOhaPB47+/Y9z6lTMTKZNSiVX0MUFaTTPmQyLypVCeFwkkwmDRxm48YMX/rSzNHJc8Xo+Vy6dKwzymrdMKmRey6RovEyfSZTogiLZRmx2HFiMTnFxRspKFiOx3NsTMbBhYxCXep1jqPPd72+fMw8CoJAPN6DWq2hvv5e+vr2TumsmHxPZVGrzdTX30tr6zZeeeUdqqurJ3xOFLM4HM0olZ9GFJfhcPQTjWbIZLREo1cRj/vx+Z6loSFDfX01BQVTGzRTnaujf2cioRzjWJDLtYTD7fh8cn7xixfRagvJZNZTUXE3qVSUlpYoqdSV7N/filSaxOOxI5NtQKP5LJlMkFisEZVKRix2OT7fPg4c+DWZDLS1tSGTSfD5FvLuu/8Tm20TpaXLMRqNwzK4l2xWYPXq1ZjN+3A6Gykquo1Ewks6LUUiyZBM+olEDqBSxVCr/cjlp7FYXBOM6AuZWTHVHM+mxhk46zroyfSBkbadiUQIp3M7UqmJBQtuQCKRAiAIcQoLbYTDRVPKrlarpb/fQTgMCxYsy51HSqUBi2UZfX0uRLE3180BLk2yxHyNeR55XHjkje485hXTpa6BiMOxm9Wrz0/66lQefJ+vk8HB9ygullBX99kxxFFw/rzMM3m3Kyo20t//ItXVHfh8jmlJW+ZiQJ/LZTpb5UCr1dLV1TUjiY3Hs4Ty8puJxZJks1GMxjOkZkePnsylTE6l+GWz2SkVp1QqikKhQ6f7CJfrJTKZjRgMlfj9h0ilfo9K5cFs3orP18uOHTtoaHBTUlKOVmvhyJEXiUZrsFhGG9E1JBLX43a3j1G4pjL4AoEAAwNJysvvwu3+XwSDL7BgwTX09b1NIhFEFK0IQoDSUjVW6yAWywCh0EKiUS8GwwIADIYKzGYTTucu9PpPIZORa603XcbDZGscDvdz/PgvaWx8Co3GwvHj7xIIWBHFCqTSk2SzBSiVMvR6K9HoMRSKCIsWNeD3+zCbjVx77RVzKhs4W5yNAX0ukaLxMj06xXTIUOwG5KhU5cMkXrYxGQeXasuui4HR5/uCBTePmcfRbaNMpoVIJLIpnRWzlYG9e/dO+Fwg0I3X68dovBtR1ON2dzA4GEcQ0mg0VuTyrSSTT9DdHSQYbKGhwTSpQTPduVpbW0tdnYlDh3YwMFA1xrEgiiLxeDOLF6+is7MZQSjgM5+5D4lEQn//UQRBS2npVbhcLfj9uxBFCSrVVQiCgFSqRSLRUlxcSiDgYnBQQkvLbjSapahUWygpuYlQKIDLtYe2tmewWK7Eaq2lutpKNqtAIgkTjXqpq7uJQGAb0ejrWCxrCARkDA52kkz+AVE8hMlUQlVVkg0bFk1pRF+IzIrpMp1efXX7tJkrL730FsBZ10FPrg9Y0OkCnDz5MzKZ01RU/EXO4D4jv4XU1NyB3f70NI62KILQPcWv7gaiuf/KZrNks1lMpihtbS9x2WVfy71z5L0XmiwxX2OeRx4XB3mjO495xVSGbzTaj9+/97yTAk3mwU+nw5jN7Sxb9s0cYdRonC8v82wM2OJiC9/4xueRSCSTKj5zNaBne5lWV1dPShQzm3o/qzXFs8++wvHjwSmdAN3d3ezb14XXW8WJE81jat7q6hbnlOrPflbL3/7t16dU/KZTnE6f/j+UlsYoL7+Hffv2AE7SaTkSyQHk8hNkMlU4HNsQhBiJRC+XXXY/LS0xnM7DOaV99O9LJiPI5QIVFZuw21+gu7sbm81GW1sb/f39GI1RRDGbc9qMRNyLilaTSi2iqMhBPD5ASYmUQOBdRFGJIKSpqqrmyisXc/vtD+b63DY0DEVxBEEyrEA/T29vNwsX1qHVqqbtOzvVGhuNFVx11V/y1luP8fbb3wYWIJf/GZnMabLZNDKZE42methxYSMYbCSVihAIuEkkPPz8529z+HD7lM6c+ar9m60BHQgEco6dQCCAUimeVaRovEyPTjEVRZFo1I5aLUEiGcowUCi0YzIOLlbLrkux1lIikXDHHTfQ0vJz9u9vJRgsQae7jHi8h2CwMdc2ShAk0zorZisD/f39Ez43UpIhlxcjigLhcAxBUCKVRpFKFUApyaQCk2kBkQgcOvQyDzwwtnXYbM7VO++8idbWp+josKPX30Yo1IMoBkkkmtFoOrBaN+J09gENBINBTCZTLnMlnfagVpfhdCZQKESk0qHxZzIRJBLQ6UopKKgiEjmJIFjZuPEz2O1ZfL4U2awNnW45icSLxGIO+vpW4fHsobIyRW2tha6uITlev/5e2trexuv9LRqNSCrVwdKlA3z1q19n5cqVGI3GWTHAjxiV8y1v081xa+vThEIxFi+e2uly8OC/ADIqK+856zroyfQBs9lPMHgUt3sJkCAUOkg2myAeP4VW20Fd3b3odKVTZnRFIhFKShbi8ZzG43kOg2ETCkUxyaSbYLARg+E0FouNSCQyxungdqfp7PyA7u7DrF3751RUbJw0s200saAoipjN5gtOOnsxa8zzyOOPGXmjO495x2QXnVoNl122gOuvv+e8pyyN9+BrtVqeffYVmptdiKI4I3HMfCkfsyWsqaysnPT5Z+ONns1lunfvP/Gd7/wD/f3CpEbzdPV+Uuk+nM40DscyKiruHY6wumhsfIWmpv/goYc+w3XXXUdzczPHjvWiUFgxmZaMqXkLBFq47LIls67tn0pxSqdPYjJdjcFQg8lkQqXS4fW+TCaTwmT6JkbjZgTBQDY7iNe7jQMHHJSX62ht3UkqJSKXn1Hkh6Ic3ZSVqSgtXcKJE9Dc3Myzz77CgQMO2tq89PT8nLKy8hzb90jEPRrtQqs1sGHD5xEECYlEaNhw68Pj+b98+9v35vrVjvS5tdu3sWLFMtJpIwqFjqIiHVLpDsxmJydOHJ421XOmNTYal9LZ+TbJZAyptJN0OoNcLkEuP4Rc3jAsWzGi0QCpVCGCEKGyciMLF/45hw/vntSZM5+1f7NxRiUSfp555kX6+yU59uf+/lbc7jfYsOGhOZE/jXfcGAzLkUiShMPtxOPNGI0+zObFBIONKJX3k0xGchkHF6tl16VaaznCHh8Ow8CAHY9nJ6HQ6xQVLcFqraGu7t5ZMeHPNqOmpKQEleromM+NLsmIxTLE4wMUFS0kEmkhEskik8kQhAyZTJh02k4m8zGXX/7Xc2aS/va3H2XDhkreffcp+vqOksnIkUrTFBbKWbnyC2i1JYAKQTDlHDRGoy2XuaLV3oogaBDFfjIZN1JpOYlENzqdCqXSSDDoIJOJY7GUYrNVc/ToAWKxQQoKGoaJFK8ikXiK0lI9vb0nMZlOsGHDg/T17aKlJUtFxVVs2PAwTudhHI5drF5t4bvf/e6URJAzret8ytvMnRQCOJ1vsHy5edLvD905CUTx3OugJ4vob9++nb/7u//NqVO9iKIaqTRFYaGcVau+gMVSTyDQM6XsarVaNBo5VutCPJ42wuE2QqGhtpplZQVYrdcgijvp7+/nxRd355wOCxcWU1Ji5+DBV/joo5/S3/8ixcWWMef8bIkFzxWXao15Hnn8sSNvdOdxXjD+otPpdCiVSkpLSy/I+8fXRt5116fo7Z2ZOGY+lY9zJaw5H2m4sdgAx46dJhZbzrJlt04ZOZ+s3m/1ahNut5re3hU5RcrjsdPW9jYezyADA3FOnPg5d93VTGdnB+m0BovFglJpAM7UvHk8xzh69CBVVSL9/f28/vp7M873ZIpTJBLh1Ve3c+DAs8RiXQhCJUplN0rlXVitZwyzeNxAYeH1w1GlU1gsfbS3+1EqO9Dra0gmIwSD3Wg0PurqlhKNekgk/Gzb9gHJ5HoWLryLwcEuHI44TqdnDNt3UZGS48dfp7bWhMlUmYuCi6JIX98+rryyLmdwj/yOkbkNBJx0db2IUgnXXFPA7bf/E1qtdkZnz1RrPEJqFYvVUFi4BlEUUKuX43afJpWqRS5vJxp9DoViI6FQG5mMBKn0IEZjF6tXP4LRaMNgqJjgzJnv2r8RZ9ShQzsoL/80yWQSpVKZY4hubX0Tv/8kcvn92GxX597ndj+Hw/E6e/dCQ8On57SXRs+73d4GnMDnk7NkyWrq6u4HYN++bXg8vyWVsmC1KoEgra1/uOAtuy7VWsvR41q8+G6WLTPz1luv4XC0oFCEqa3dkjO4Z3JWzNYhuWHDBnbuPDDmcyOGbVfXbxkY6CWZDBAKeRDFJJnMPuLxGFptL5mMhPJyPaJYnMuasNlssz5X33//ffbu7UKh+DRFRdeiUhUOR0Q7OXHiIA0NKiCOKPpzJSFnMle24fc/j1IpkM1miEbfQiK5HIViALN5yCgOBLqA41RU2BAEEzKZFrU6SjR6DKXShkRSSDodxen8GZnMMU6dkvDLX+5FJoNY7BU6O/egVFpQqeDaawvYuvXhs5KL8yFvM81xRcUmOjrewuk8TEXFFRO+H4m40WqVgGxe6qBH6wN2u52DB3spLNyKSrWGgoJVwxkMTZw4cZCCgio8nmZWrTKSzWY5evQoer0eq9XKhx9+yKuvbqe9vYtAIEBBQQV6PdhsaygtXYnBUIHdvo3Vq03s3XtkgtNh0aKVLFy4nAMHfkl1dQff+Mbnc0732RILzgcuxRrzPPL4U0De6M7jvGF86prb7b5oY5kNccy5Kh8jEfJAIJAznIxG44x1y1PhbLzR012mopjl6NGXSadXUV9/HwZDATB55HwyIzebzfKDH/yGiorNOYN7NBmZSqUkFPqQd9910tfXQ2FhZS56OKJ0CIKAXl+Bw/E8dXV+XnhhFz5f3azmezKSqfr6erq6uvi3f/s/HDmiZmCgHq32ljHtxYYi2Gpqam7E5/slX/jCLXg8P6e9/VkSieuRywXKylTU1S3FbDbT0vIs8XgvcvlWli4dMsgqKlK43e0kErWkUlFaW99k5UoNcvkRjMZdyGTXEAz2zsoQHGmT09LSMlxDbJhTNsVkazyaHMxoNBKLlaLTgd9/gkWLrufkyUbS6Wq02i6i0Y+JxVqRSoswGou46qrPUVzckFuf0c4cm80277V/EomEFSuW8MorT/Pxx3aUyhUolSYMhhharZNA4B1MpqtZuvSBMe/bsOG/89FHWWKx1+joaCGbVVJYqGHNmsJZ9wUe3V9427YPSCQsKBQ6tNpili7dzMGD/4Ug+FEqFzEwYLjgLbsu1VrLqca1YcO17N1rob9/P83NL3DNNVVEo94ZHSGTOyTNRKMe7PYPct+VyWSTOi51OiMezy9JpzehVH4ahWIdougkEnkNpfID1q69jaKiKzh5shuXq5Ff/nIXr756lLo6E0uXLprxXHU4RF5//V3i8dUsWVKFy6VDp1s2vF834PE8h8NxFInEgyC0YjDclfu+xVLP5Zffw86d/xOLxUc4HMfvP4xC0YXZfCeCINLX9y7p9LsUFLRis20lmUwhk2mpqKjD5+siGj1MKuUmnT5KMimi1W5FJjNTXr4BnU6gu3sHKtVh7rlnNStXrjznFpHzLW8z3V2lpUvQajX09OzEat0wqdNl7dqFADQ1nX1rs6l+r89Xy9VXX8/+/a1Eo34MBhs6XQ0u12/Ytet/0tCgxuMx8YMf/IZ4HBIJPx5PG319MTKZzcjld5LNyggGTcTjLuLxgyiVenp7P8JsPs7ll2/kN79ppKLi3klIVCXU1t6Ez+fIZT/Nllhwvvb9fLSNyyOPPOaOvNGdx58MpiOOOVflYyRCvm9fF52dbiKRKFptmqqqhaxfX80dd9zAAw/MHMUcjbMhNdNqtdTUGGhunniZ+v2ncThOYbXeNYaRHCaPnI83co8ePZpTpEQxS1vb22PIyLLZNJGIBYulgZMn3RQUpJFI2iape9uBTHaYRKKUYLDunJQ9iURCVVUVf/mXX+L73/8POjriqFRKstn0hAi2Tmegrw/Kysr413/9AT/+8dO43e1UVGyitHQJ0aiH1tbnUKkOkUoVY7NdjdfrzbUKSiSyhMPtZDIpIpH3KSjo4ZprFrF8+Vc5cqRjTk4ViURCSUkJxcXFc1aiJlOYRsjBDIZ6gsE3KSsrpLZ2C/v3v0A0CqWlFXg8g4iimWz2MArFINXV97Nx46coLi4Z8/zRzpzzUfs30i6soOAK5PIIodBR4vEEDkc/BQW9FBYumMBqDuD1thGJROnrkyGVxtHpUpSWqrn99i2zNopH9xeuqamZ4IT77GdXsH79ckpKSi5KHfWlWms51bgsFgsbNiyjqSmI0/k0TU3foajINCtnxXhHaF/fUDrt6tXSMd8d/zmHQ6S7+yAlJZspKLiW7m4/4fAO1GojhYVXI5WacDqdnDrVy+DgURYvXsXq1X9LNOrl8OFdtLR8QCIx/bmayQTo6ZFRWXk1JSVKgsEWPJ5jGAw2FAotSuUKTp58ixUrRLTaQez257FaN6HRmHPp3itXGvjCFz5LLBbj1Vff4tChJgYHjxEIyCgslHLLLYuBy+jtdWEyrUImA7lcg822nnjcj8fzHOm0FK32PgyG24jHm9Bo9BgMJpYufYDWVgmtrV3cdtttZy2j50veZtPFpKqqGJ3OOWUW2Gc+M8R74XDMT2uz8b/XYChm/Xph+Hw/TCgEMpmedNpFJGKlt3c5FRWbiUYF9uzZTVeXBImkj8WL70OhWIjbfYx4vAulcgEezymOHPlX7r77Oj7zmXtJp9Nzcphf6H0/323j8sgjj9khb3Tn8SeFqfpZ79mzh48+OkVx8Q0TvjPTpTcSIe/sLMXp3Eg6vRiTSU0sdpBTp5qJx9P09LzA179+L8uXL5/1WGdHapbgt799lfb2QC49u7AwiVTaSWsrYy5Tu30bMlmU5cvXTrjYYeY6rtGKVDabnkBGNlILq9fr0elWEAp9zNq1m+nrO4bX+xShEEilIlptEqNRjccjoaFh07woGfX19Tz00Gc4ceJJQqEPiUQswzV2QxHsoX7jZ+r0Kisr+d73vjysyL/A8eMimUyEigoZS5fWsn17L9GowIEDZ1oFGY1akskwXu8REok3+dSnlvLlL38ZiUTCpz89Ox6AuZDkTMUtMJnCFI2KxGJuksnX0WpP5mpr16+XcPDgf9HV9RLR6CASiUBhYQhBKGDlylUTDG4Ym1o437V/o51bGzbcD4gEAt3DdfA6Wlufw+U6ikZjGfO9kayKSGQJcvlSqquHIn5dXbt4/PEX+PrXJXOORl+ovthz4Yi4VGstpxuXxWLhmmtuoqmpkQcf3MDatWtnPY+j12BkTyxduhSZTDbl59ra2njyyQgLF/4lBoOVU6dOcfCgnWRSg1ptY2BApLV1B+BAp3ORyaxgcPAUFks9DQ3309KSJR5/he7uHWOyKeDMuVpRoaSvT4VWW4zBoGD9+qVjjDOJJInBkOIrX7kv57zZt++f6Ow8TSQiQ6vVoFYXc+BAK3feeRO/+MVtdHV1cfz4cQBqamqorKykvb2dxx7bRm9vFp1Oh893AqPRQii0G52ug0RiIUbjNQSDPZSVqXIlGPNliJ0vebNarZSUiDQ3/576+vswmUxjso8cjkY2bFjE7bdvmTELbD5bm43/vRaLBbPZTCAQIJFIIJHUsmPHb0gm17J27VCWU3PzPmKxhahUZjKZUwwMvI/N9ihW6xV4PDoKCnwsWnQn0Wicz372Dqqqqujq6ppT+vbF2PcXsm1cHnnkMYS80Z3HJYkLxdw7EqH+6KN2mpq8mEx9dHWFqKtbjMVyRvGf6tIb3RorlaoindZRXLxsOI26Do9HSjrdj8ez5KzScO+88ya6u5/j44//g6KieoxGGzKZit7ePUilu3E6ZTgcpVRU3JMzrnt6diGR7EWv30lHx87hNFwjq1aJqNXlaDQioijmFI2RetqZ6rhGOwGKipbmGIRhLBGZ1WqltLSUEye8aLXFbNr0dQKBblyu05w+7aO39yBKpY++Pkgmu2hoUI2Z6+nmezpcd9113H33UXbvDmCzbUalGlJSR9r8jE+ZG1Hk33//fV577R0cjjR9fVp6eo7T2dlGR8crJBJX5VoFwRCJk04nIRIROHDgKF/6UjZnCM+k+M6FJGcyboHaWuOYKOzosgWfL0I6fYLi4tWsXHnvmNraSEREIllBUZGca6+9nsJCC++++0MaG19Ap1tAcfFYQrnR89Td3T2vtX8TIzoCJtOZeauouJqTJ/fhdHZQUbF0eExnsioMhk+Nifida8r1+e6LPVeOiEu11nI2kcuiIi1r166d83yOrMFICdJUazjyuVAohEymQ6crQRAEqqqq0Ov1HDx4hBMndhCPS8hmAxQVWSgt/X8IBl3s2zfEw2Cx1FNRcRWdnXtQqQ7T2iqZNMp322038JvfNOZ+73jjLJn0kExWs3LlytzYW1sdlJXdSkXFZsrKhjJnxpfKVFVV5X5PNptFrVZz882raGw8RDIZwOXqxeXSYLVWsWDBFTQ37ycQ8KDVBqmrWzrGQTAfhtj5kLcRmT9+3MvJkwdpb3dgta5j+fK1qNXimEhqfX099fX109718+kcm+z3CoKQy/zq7t5DNCrLlVD5/X683jgaTQV+fwyV6nqi0V+RSHSjUlViMCwkHB7AZLKSTOqIRCLA3NO3L9a+v1COxzzyyGMIeaM7j0sOF4q5d3QNd3HxegoK3kQms+J0pgkEWli/fmnOGJzq0hsxIozGGzhxwoPReEYxGqr/24TX+xQLF16O3X7irKISKlUKp7ORlpZdQIrCwjRXXbUMQTDQ27t8Qnq2xXI9O3ceRy7/mLKyOqTSFKWl8LnP3cUzz7zI7t1PIoqrCIeNxOMpBCFNUZEGvf441147dR3X6Ajr6dMestkIiUQfglAwJo1bIpFQUWGgt9dPd/eHqNUFxOMyWlv7GRg4RVFRkmXLvsXhw+/jcMQJhcbOtShm6es7SCzWTyAQIJvNzkoJkEgkfOYzN+NwbMPr/QCrdROZjDqnTBcVtbNu3SZaWlpyykV7e/sww+xqKis35/pdHzv2BH19v6eiopxIZCjtMJOJ4PW+w8BAEzKZku3bu/nOd/6BBx+8f0a5nAtJzmTcAt3ddn7721f49a//jaqqhRQXW3L9bh94QEsgEOCZZ17k1KklmM11ALjd/bz99i/weheSzS5Dq+3H4Uij12u56qq/4e23f8TOnf/Jli1fQqcrmTS1cL5r/2aK6JSVrUarTdPTswurtWE4dX6oL7PBcNeYiJ8oZgkEulGpzHz88T66urrGGDUXG2fDEXGp1lpeSuOazEAxm81oNBoKCxcBaVwuCxUVj6LVViOKIh7Pc7S1vYPZXItWW4xSaeGee1bT0nJq0ihfbW0t+/cfG/N7R4wzURRpbX2fNWsKsdlsZLNZXn11O/H4aurrh4gBw+EYRmP5lE6h8XecUgm1tQZuvHEJp0+7cbmyDAw0kk53YbE4WLXqigmOyfkwxOZ7XceT7S1Y4OPIkVdwOF7C5XqGZcvKJ/QOn43ja76cYzabjdpaI7t3v4XNduskjtldaLUaysqWAGfaQmq1JiSSHkBLNgvp9JCjY6S9YCDQO2Yt5pq+fTH31/l2POaRRx5nkDe687ikcKGYe8fXcINIV9c+nM4mzOb78HqP0dR0jOXLh1pD9fbuZO3aiZfeiBGhUhlIpz3I5doxf1coiodrxZSEw3OLSpyZi+Vcc81fkk4r8ft78fkO4vXaCYfjLF68ecwF7fF42L+/lUTiSrLZMIsX/wVyuYYjR57joYf+B6DDbneTTB5BLi9ELt9ANqvF4XgPvX4Pd975xTGtdcZ7wEdS0l588Q84nXb6+n5BQcH1lJWpc2ncoigSi9m55ZYGiorStLf/gqamEwSDcmprV1NX9yBmcy0uVztOp4dIZBl2ewcymYz+/mN0dzfS22vHYEjzxBPb2bnzwKwdLlOlzFmtKUQxy29+05hz5NTUGPB6vXi9Yx0XRmMFixdvoKtrN52dj6PVrgbCJJM9wGVotbdSXr6ecHgfzc0+HntsermcC0kOMOGzHo+HlpZBMpk7ASvJpJ+ionuG23sNlS2sXLkShULBY48NKXlqdT0HDx7B7Q4jk9Wg0UgoLr4ClytMMDjk5Ni06UGOHPkp3d1DkcPJUgvnu/Zv5oipl6qqhej1HaNS533EYlGSyTMRP6+3bbhHsZ9kMkM02sW///uTfPWrX7gk0iLPliPiUq21vJTGNRWngc+XoKhoNT7fK2i1JqTSISN1tPMzEOhGEKSoVLBy5Upuu+22KaN8s/29XV1d7NvXhddbxYkTzaTTIJOB2ayirm7xhDTwqe64rq5dhMPHeeSR+9BqRxxpL3HqVAizeWxrrfkyxOZzXSeTeYPBypYty/H7T2O3b6O2NsLf/M3XJpQPXCi0t7fj8bjp6HiPo0e70OlWUFpaSkWFgVjMjsXiRK0uJhr1YDBYc20hJRIZGo2KQKAJuVxEJhsyrpPJCFKpiM93iM2bx67FXNK3Z0ssmI9A55HHJxsX1ej+8Y9/zEsvvURbWxtqtZorr7ySn/zkJznlE4Yulx/+8Ic8+eSTDA4Osn79en72s5+dVS/KPC5tXEjm3snSXEdavfT2/pxotIC+vgS9vb2IYhulpa188YsPTnjviBGRyQSHe8dGci2yAJJJNzIZpNOJOUUlppqLoqJiqqpWsWfP/6Gn5xWKizNks/5crd8Ig3VpaTUDA7tJpxNksxl8vjAu10akUiMGQwWDg6eIxztJpV5Co1lEUVEpyeQmfvWrd7nqqquQSCTTZht897u1bNiwgieffI1w+CQ1NTei0xkIBHpyytpDD/0ZtbW17Nmzh5/8xE1x8eexWtfn2mqNzLfH4+boUSmdnU34/R+RTFZgMGygoeEqLBbTnB0u41Pm+vv7R7Gkb84plXv2vERHh50rrrhvnOPCTm/vHuTyG8lmDYCVWOw10umVKJV1WCwrUSiMqNUW6uu30Nf31rRyOReSnKE1PPPZ0azkxcXLSCQK8PmeQhSzkzLOf/3r9/LSS2/xwgsv4/UmkUhkGI06LJY6tFrLcNTvKE1Nx2hoWExZWR1f+cp1VFRUTJlaOJ+1f7OJ6GzYUDOm1tPn84+J+Imih8bGZwiHqzEab0WvNwIfcuJEYEYHyIXCuRAjXaq1lpfKuGbiNDAaT1FUdAXBYA9K5VAUc8T5GY8H8flacsbqdFG+2f7e5uZmjh3rRaGwYjItQS7XkkpFcDpPEwi0cNllS4jHhxyus7njXnvtXb797UeRSCTIZDJ+9KOf89FHDqzWzZSVrSYScXP8+KvodG2sW/eZc57P+VrXqWReECQUFCxi6dIHcLmewuFwXJTI6hlnxwquuOJGursP0t//MSdOeOnt9XPLLQ185St/wauvbs+dT0ajEbNZhdPZTVFRFX7/Y4hiL6IokMnE8fn2o1TuwWYT2br1vknPzunIW0f/e21t7ayIBfPII49PLi6q0b1jxw6+9rWvsW7dOtLpNN/73ve48cYbaW1tRasdihj+8z//Mz/96U/51a9+RU1NDf/4j//IDTfcQHt7e76H4B8ZLiSD52RprhZLPdXVa9m58wmi0QIyGTlyeSElJTq02it5442DLF68eMzld6bncBNFRVW4XKdzNcBDdc6NlJWZCAZPTRopn+1cjK7BjkQi+HwF9PTE+MMffo1GY8VsLmDx4uV4vXGMxgZSKQ8y2VD627FjrxGN1mI2X0dX1/toNDLU6qsxGj9HLLYNrdbFokXfI5EI43L9L3760/+NXG7B56udNttgy5YtlJeXDysJv6Svb3JlzWg0olaXsGDB2pzBPXq++/r+k3BYSioVQRQ3UFS0BYVCycmTXszmkmHyo2d5+unn+dzn7sRoNM5Ydza6TvT119/D55vIkm6zXcORI010dweprBSH53mofjidXobZfCWDg01YLAa8XjNy+RfJZGJEIgNks3HKylSYTCYkkunlcq4kOaM/O8JKbjQ2jDEeEonQpHuivr6ez35WycGDp1m0aC12ezNGYyUq1VDULxr1EgoN4HT209vbi0TSwQcfaHjwwUXT7qn5qv2bbWRtdK3n6IhfNpvhnXeGUubl8muIREAUW6iqKuSyy+7Cbn9+ggPkQvFDjMa5EiNdqrWWl8q4xhuKYzkN7gPM7Nt3hnFcFAfIZiN0d3/IwoWDuajhTLIx0+/NZrM0Nh4knVZjMOhJpSSIYgqlUo/FsgyP5xhHjx6kqkpEr9fP6Y4bYj3fTjgMTmczHR0fIZMFkEqzqFSllJSU85vfNLJ//7GcM/RsZX0+1jUUChGLiaRSUfr7j6JU6jEabbkz/2KRAMLkTuzKyqsJBLqJx4N0d3+I2Zyhvr4eiUQy5nyqrrbi8ezB5XqT4mI3RqOZYPBxQiEvGo2fG25o4KGH/mzaThWTka9O5dT+27/9+ozEgnnkkccnExd1J7/11ltj/vvpp5+muLiYgwcPctVVVyGKIv/2b//G9773PT7zmSGP7q9//WtKSkp49tlnefjhhy/GsPM4T7iQDJ6T9zrO4nZ3YDDcj8WynGj0AJs2XUZFxTJAmDTSPtqICIXCyGQF9PcnUatVxOOHkcubkclKsFg65pQeNnouPB5Prm1VJJJgcHCQTMZJJhPG728mGo3T3x+ho+MdVKqVGAyb8PneoKxsqA/3CMt4Mqkinc6QSGRRqyuRyQxIJLeQTD5FMulAqbSiUCxj9+6fU1W1mnXrZs42mI2yNlVK8ch8azRbUatjiGIbRuMDGAxDPaM9nmO0tZ2ktlbE6dRx6FATLS1+iopMs67xn07JVakM6PVFuFwuAoEAJpMpVz9sNN6NXC4jHI4Ti0UQRSkKRQXJZJCBgd3YbCrKy2txu91IpQpiMXFWrO+zIckZ/dmRmsKRsoWRzAmlcuizk+2JSCSCTGaipuYeAgEfTmcjCsW9+P1NOJ3NpNNlQAMSyccsWLCaU6eWzCpCPF+1f7ONrI1+n0Kh4Ic/fILf//4j/P4kWu2nkEoLiMc7yWYHCIdV+Hy+SVN5LwQ/xHjMBzHShay1nIuxdqnUgI4+e8ZzGgiCkGMc93gOMTj4HmZzGxs3LuAznxmSsalk4447bkCrHdvecarf293dTXt7AFDT2fkmcvntSKUCGo0Ms7kAvb4Ch+N5Nm6UYbPZaGlpmdUd19zczFtvNeVqo5cvt2C3H2DfvlfJZtuprr6RhQs3I5OphstMtnHLLWuHWxeenayf67r29/fT0XGQlpYogqAdTrE3UVd3ExZL/Zxr0OfTWTbZPSAIkhyJo1pdQHv70Lkx/nyKx2HRIj9lZb2oVMUoFBoymQAVFcXcdtvnuO666+Y0rtmW0M1ELJhHHnl88nBJuc8CgQAAhYWFAJw6dQqXy8WNN96Y+4xSqeTqq69mz549kxrdiUSCRCKR++9gMAgMHeDZbPZ8Dj+PaZDNZhFFcdo10Ol0qNUQifRjMJRP+Hs02o9aPfS5c11Lq9VKXZ2JpqZd1NffiyAIBIOnGRjwYzJ9hlDIj81WT0XFUobuaJGKio20tf2S06dPs3DhwtyzamtrefTRe3jllXfYv7+NU6deJRSKotVmWLTIxvr1cu644x5qa2tnPe6RuejpaaWlZZBYrAi9vpZQKEA220Yi8R6ieAVK5Rqk0lWoVCrC4Q+IRN5DKvVgNmepr7+HVCpMNgsKhZlkMoBMlkEUReRyNYKQRS43k0oNpcenUiFksiThsAazeQ2CICKKWYLBYI7l3Gq9kra2pyfMwfgI/ujfOTLXhw/voLz8CpLJMEqlHlHM4vMNIpU2UFDgJhy2YDAsRiIRATAarfT17cbnC5BMlqNQ1FBRcR8aTTFNTY04HNt45JF7qKurI5vN0tPTk1PQKioqkEgkw2MHrdYMjJ17o9FKWVkJJ082k0hsAgwkk0GyWZDLi8hkTlBTY0YQgrS3DxKNHkImK0ahSCKVSjh69DTpNGSzHlSqNlwu16RlL1arlZoaAx999BI229WoVIZh+RYRxQy9vY2sXl2A1TpknI2WS5VKgUIhkk6HUCj0hMONlJYWYDRageyke2JEdqJRD/X1N9Lf/zNaW18mGpWQyRiRSrWAA4WigFWrvkFRUS12+1BdeXV19bwpeVOtCQztmW99q3rSv0+2R6qrqykrU6NWtxEOy8hmuxCEXkwmFUVFm4hGXbS3d7B+/Ur6+obO/dbWVh5//Hd4vTVYrXeh1VqIRDwTZOd8YLLzZQSiKI5Z84t9L7W1tfHKK+/Q3j6aKd/E1q03nrf5mQyzuSMmw8jZ86UvyXn88d9htz+H1bqRggILK1aUcfz4dhoaQnz5y1/n2muvRSKRTCkbO3c+z2uvfYfS0sUolcYJczFeppuamrDbncjl96HRHCKT2YNUuo5gUCQUOoBO14ZC0cTGjX8BzO6OU6lEGhsPDWfn3JvLdOrri5JKXUEyqeDjj1+lu7sbs7mA2tobOHmyl3/8x19RUXEnFRUXVtZhSIZefLGRTGYdmcwVlJRsJp320t/fSDC4jcsvvxuP58isZX6+ZXK6ewCG/n3k3Mhms5OeT+Xl5fT29k56ns1WZkci7j5fTW5tAQyGBTQ03Etr63M8/fTzPPDAVgwGA0ql8qKfD3nkcSngbO+HC4XZjuuSMbpFUeSb3/wmmzZtYtmyZQC4XC4ASkrG9pItKSnh9OnTkz7nxz/+MT/84Q8n/LvH4yEej8/zqPOYLbLZLIFAAFEUp1TqlUola9eW0dn5EQbDZmB0ZFLE79/LZZctQKlU4na7z3lMN9ywkXi8kUDgRczmerTaADabEqm0h8rKKLW1NgwGT+7zWq2AKBro7+9HrVaPeVZhYSFf/OK93HKLh2g0SiwWQ61Wo9FosFgsSCSSOY15ZC527vyAioorMBotpFIhtFo/qVQnqdQqJJIF6HRqZLIQiYSPZHIRiYQLtbqVzZu/gclUSCTST329AYXiBNFohNJSJeFwErW6G6lUSybjIZMxUFwsEou1U1ERJxJZzOLFGkTxBL29LoLBJJkMSKWg0wmoVPJJ52A6LF++mJaWtzhx4ggymQm5XI5EEsZiGaSoKIPNVklXlxulsgO5fIg0KJNJ09sbQa1egMGgJJUqpbxchlYrx2q9hu5uKe+910g4HGbv3sP09kZIJkGhgPJyLVdcsQaFQkFlpQGVqgO12jxhXOvWrUCvfwXYjky2muLiJNXVSjKZDykvl1FbaxtWrnvx+zuRyXQEAgJ6vQmDoQKJRInf70Aur2LXrqOYTCYqKirGvKOnpwdRTCOTneLUKScajYGCAhNqdSXBYIi6OhdbtmzC6/UCo+Xyd6jVldTXRwgEGlEqw1gsnVRULEMma0GjsUy6J0bvI6VSRVlZFoOhYTjCrUcQQsNlE1nM5ggGg4cVK5bh92+npaVlwnl7Nujp6eGjjw5Nuiaj50etVufkyO124/F4cntnZN/AUBRNobBw11030N6+F6lUi1JZglyuRRCyJJNaksl+RPEolZUGstks7767C4Wing0bRs4SPwUFY2VnqDzg/ESSxp8vSqWJRMKP12ufsOYXCz09Pbz+eiPBYDk1NVtQKo0kEgHc7laee+5tbrstMkGezxdmc0dMh8LCQr70pU8Py90LRCJDcnfzzTo2bPgzKioq8Hq9U8qGVOqioEAC3ITBYGX58jUkk2fmYt26k5w61ZeTabkc+vtPUFVlw2KpIZu1MTCwn0jkRTIZkWw2hlwewWw+sz9nc8fV1xsYHBRYuXI5avXQ/dPf70KtHmDpUisy2e1ksyaKii4jlXIzMPA2RmMEqXQ9y5evR6eTcyFlfWQ+lcoG7rxzBceP95BINKPRWJBKN+P3p+nvf4aGBgtbtmyeUebPh0yKojjtPRCNeqisNCCK4ph7evT5NDAwMOa/z2bv9vf3Ewhkx6ztCILBAGq1DrvdxxNPvI7BoGXJkkJWrmy44N0K8sjjUsO53g/nG7PNwL1kjO5HHnmEI0eO0NjYOOFv49NCRVGc8G8j+M53vsM3v/nN3H8Hg0EqKiqwWCwYDIZJv5PH+Uc2m0UQhDGK9GTYsmUzjz/+O/buzWC1bkSjsRCNenA4dmM2H+f66++htLR0XsZUXFyMVqsd9qi34vMFaGvrorS0gVWrrgDMDCdKABAMOhgYCFJSUjKmt/FojB/bdNG+mVBbW8m///u/kskoKSoqBArp7PyYeHwfMtmt6HQrgdOUlCxhcDBIJBIhGi1EKn0Pp/N51q//PFZrDX19L9Pd/SbFxeuoqVnFkSOHCIX60OnWkEy+h1qdpK9PRK2OotV6CIdddHbGaG31E4sVYTDYcuRAPt9+BOEgd999+ZRzMB5tbW384Q+H8PlWEA6XEgqpSSQCRCIHSCQOceWV16JW38DAwAFcrqOYzSOZBw66ukQWLqzm1KkPKC2Vkk4vJRgcSe3fwHvv/Sv79tlJJi/Hav00Ot1QhKexsZG2tjf5q7+6C6NRQlPT0UkjjqdO+Vi82EhRkY/jx18kFhM5ffoQqVSSzZu/ClgIhcBovB67fRsdHW3I5ZXU19+C2+0jFNqJWt3J5Zf/GW1tR1Cr9/A3f/O13Bq3tbXx9NNv4vXWUFBwI93dQXp6+olGm/H5jlFVZeD++/98TPSmuLgYl8vF44//FydPpohGM4RCHgQhicnUQGtrHGhEKvWxdKmWhx76ywlyt2XLZv7+7/837757iGTyFtTqzxMMhgAl0IdeH6W/v4tAYA8bN36NTMZIV9eLCIIw47rOJNOjf/NkazJZ1G2myJbb7aarK0h19QaCwSO4XN2YzRty65nNpvH5ThMIHOaaa6TDfZudFBV9mmBwohNBItnAgQO/5NZbE2MyNuYT48+XMym/Bdxxx00XNIo8GbLZLL/85XO0tZVSX38XqZRAKgVQjtFYj92+bYI8z/f7x0cSZ3NHTPe8WCzGVVetzz3TaDROkM/Tp09z4EAfCsVGOjoElEolOp2W999/mv7+UgyGT+FytVJUpMNoHJqLfft+wTvv/JyKivuoqBiSaafzEDt2NJNMptBqD2Ay3UVfXyGJhA+5XIIoyojFfsuCBQFeffWjYf6PuhnvuIaGVTz77GFqapaQSikQRZEdO47S1mbGZFqPIKSIRt/EZitEq91MX9/PCIdb0OvvZuFC3YT9e7ayPtu76/Tp07m9JgjlFBUV0tZ2klOnuoczgZSoVKd4+OHrWLt27YzvPB8yaTabMRo/mPIesNs/YPVqKUuXLj2vCv3IOTaytiPwer3s29dHJFJONqumvPzTpFIWWlv30tT0B772tfObqZBHHpc6ZmtDXCyoVKpZfe6SMLofffRRXnvtNXbu3JlLsYQzBozL5aKsrCz37263e8pojFKpRKlUTvh3iURySS7UnxIEQZhxHRoaGnj00Xtz5Fwjiurq1eeHIbehoYG6urpxhE1hioosjI5CiKJIT89u1qwpYOHChbOSpXOpJ7Xb7bzxxnvEYiLpdAuBwBEkEgnJZD+CIEenuxKFooRQqJPeXg+wALncgk7nQy6vIxY7xocf/ncqKxdRWKgklerHZDJRUlLNlVeuYMeOHQwMvIVC0Y3ReDUm02l0OheLFiVRKhfx3nuvkcncSXHx8pyCIpcbkUq9SKVG9u8/xvXXXz/jPGSzWV555R08nhrWr78fIEcIJ5dfz3vv/QcnT77GihW3U1t7E37/Ntzubej1Gxkc7AACxGLvotGcoKxsM263PUfQo1YXc/JkP2VlK7niitH15xXU1w/Vn7/++nvccccN9PS8QGvrtkmJu/7iLz4/ju18My+80Ijb/T4KxdDn5XI9Go0UmexVDIb1+HwOZDIoKSmgru5eLJZ6FAoDdvsZdt7Rv32EvGfhwhFCvE3AdszmAerq6sbMo91u5803D6HX38HVV1cRCvVy4MCLeDylhEJLkMsXolDEEIRWRHEwt69Go66uDo0mSzpdgkJxLalUAlHMolAY0ekqSKXaicfjuN2HCAQcCIIUpRIMBsO0azqTTE/2m8evyauvbh/zm+12O//xH7+bosbxd3z96/cOp1pCNDowRk4Mhk3D5HIdhELvY7HE2Lr1K8PZJqDVlgATf49GU4LDAeFw+LzeC6PPl0uJEA3O1LlarXcjCNIxfxMEKC/fNEae5xNTydENN2ykpKRkzvMznVyOJ6E6cuQIhw+fAJxks17S6Qix2KnhTJZrCAYjwCBOZz9GYwEgEgqV4nQWsH79lRgMQ1HWoTOhEolkBdHou/j9ETKZK9HpVpDNeojHdyCVtrBixVfwemM5uZ/pjlOr1bz44mEiES8Gg5VAwE8gICKTlZJOZ4ChCKtUagCkqFT1OJ0fYDCoUShUjJf38bI+m1rpudxd4XB4zF4zm4vZuNGSO+elUujvb6G0tHTGdT1fMjmWwHHye2Dr1nvPO2HZyDk2srYwYvR3EomY0euNxOMaVKoiDAYrBsNm9u7NTDgz88jjTxGzsSEuFmY7potqdIuiyKOPPsrLL7/Mhx9+yKJFi8b8fdGiRZSWlrJ9+3ZWr14NQDKZZMeOHfzkJz+5GEPO4wLgQjPkjidsGul1fC49S8+m3/iIMtTc3My2bR8wMFCJySSi0/0VqVSYQOA4gtBMPD6ARJIlnY6QTCZQKPTo9cVEo8eQSgfJZMLo9fX4/T7cbjfr1q3mK1+5mWPHOmlrewpRhHXrBunvP0o2q0Gv3095eSlLlxaxdev99PT08Npr/0Q2C8FgGJ1uNamUl2CwEY3mBEuX/jnt7TtnxSI/GYGNyWTK/X3t2jvYu/eHHDjwM2pr7+Syy7Zy5MhLnD79CtlsAIUig0pVg1xu5MiRxlE9cE2YTFVEIlEqKq6algn4s5/VjiHGcTjEYSIcJbfddgPV1dVjZG3p0qWjWNnPEH2tWhUHVlFe/nmkUpGiogWYTAunZOednLxHGP79BmSy1bS3vzhmHkez7C5dOtQ/vrHxMVSq21m9+l6czgMUFgbZsGEjRuPkbN0j7/Z4RIqLqzGZlpHNSujv9xCPZ4ZT+20kEk5iseiENkrnItNqtXpOHQhm2ybwb/7ma2Naja1ff+9wn+6nCIVEwuEu6upifOc736e+vp6urq5zJjKbL1wqxGPjcSGJK0djKjlqatpFPN6IVquloaFhVs/KZrO8//77w60LV1Bbexc6XcmUZ63dbmfbtg8IBuUUFVmRSAro6TlCOKwnndah1S4D4kSjElpauigqKkIulxMMqlEqS0gmw7l3K5V65HIBpbKeQMBHMtmMVNpHLKZAIgG1WkCjWUhZ2SoEQTqhy8B0raRGy3oikRh2tOoIhwcRhF3odAUolbbhcdjIZMKo1aFc68jRGC3rszGmW1pa+NGPfo7HU0ZFxU3YbKuJRr1T3l2TkQaeOecgEOhBrRbQarV0dXVNe6efT5m8FFreTdVj3uuNYzDUEwy+SVlZAUbjyDksYLVuxG7/5Vl1bbkYnRvyyCOPqXFRje6vfe1rPPvss7z66qvo9fpcDfdQiyE1giDw13/91/zoRz+iurqa6upqfvSjH6HRaHjggQcu5tDzOM+4EIrqZBfSfFzMMxkSk7W/am9v5+WX38ZuH6Sp6QTBoJzFi20YDDKCwb1YLPdjMCyjp6eEZPKXhEK/RxAuA0ChMBCNHgMcRKOHUKl0mEz/DwaDmlDoQ1pbA0Qih3nkkbt54AEtzc3NNDYewmTaxMBADIkkSVmZwO23bwHgjTfeJ5FQkkq1EQweRi5PU1CwEKu1hrq6eykoqOL48Z2zUnxmUqJstnrc7kUsWeLA53sKt9tDNNqF0ShgMlno7+/m9OljFBR8luLiW5HLi0ml3DidOzl+/BlUKj9lZasnffZoBW358uXU1tby/vvv8/rr79LTI6OvT8V//Mfv+ed/fgK1uhil0jJp65aRXt9vvbUDh2MQl6sXtdqC2dxPXZ0Os9lMIBDA5+sknQ7n2h3O9NuVSlOuf+8Ixhvqfv/pHJu6RCKlqKiOWOxwzuM7VRu9oZ7ASlQqJVJpEI3GiiAI9PZ6iEbdKBQ60ukBMpnAhDZKk2G2xvGnP33NnJTm0b8XwO/350j7jEZj7vc5HI4JrcY2bHgYp/MwDscuLJYCvvvdb+WI7GbTD3wmJ8OFxoVWkOeDYX2umE6O6uvvJRB4cdZRPbvdzosv/oEXX3wfr3cVBQWLSSR6qatTYbFM7LYA8PLLb5NIrGPxYjcu1yGi0Sqy2TJMpmq83lYikR6UygyFhWWk02qamlpYsMBCKNSPXq/MdQ0AMBptmM0m+voOAWXo9VbM5lqy2ShSqY5gcA8LFpgwGm1kMqkJxuJUd9z4tnoGw3Kk0hRqtZdAoBE4icHwZ4hilkQixOBgFxrNIHr9RM6Q0bIeiUR4/PEXpnWaZbNZ/tt/+wHt7Rq0WiP9/W9jNu+jru6mSbtXwOz2mtWa4Le/fZX29sC0kfPzLZMXu+XdTD3mtdqT1NXdO+zIHSJm0mgsE+6J2eBidW7II488psZFNbr/8z//E4BrrrlmzL8//fTTfPGLXwTgW9/6FrFYjL/6q79icHCQ9evX88477+R7dOdxTpjpQjqXi3m6NlVer3dC+6vCwgQuV4xMZj0Gww1AH0VFVlyuJiSSbgRhNx4PGAybMJtrSCaXEA6/TjJ5BKglm5WiUiWIRPYhlTpZuPC7qFQ2stk0kYgFm20zXu8HvPbau9x++5bhVjR1VFRsprJySPHq6trFP/zDz4E0weAqjMa16PXXkEq5CQR2oVR2UFu7BYulnkCgZ9aKz2yUqOJiA3/915+ns7OTJ598DYnkTmprb0KrtfDGG9/H5ZLh81nQ6VIYjRJEUY8oLkMQjiCTeYlE3KMiA2OfPXqc7e3tvPjibrzelVRWbiYaFdizZw8DA50UFnrZuPFO1OqiCRGdIeV+Nx5PHWVlMgYGEqjVq3E6u+nvP4hOJyMalQ63JWrn2Wdf4a67PjXjb08k/BPmcbyhnkiEhluGDf23QqEd7tM91KFhqsiPXq+nsNCI3y9hcHAnev2diKKIxWIkGAwTDJ4iHm9Ere5k48b6XBulqTDb/sKbN4fmpDQPOSsixGID9PaeIByGTEYYzmZQUV1tzSmcy5cvn9Qhdu21BWzd+vCY8c+2H/jZ1g7Pt9J+MRTki+GYmEmOzOZ62tpaZ4zqjUTLT58uIJGoZ8GCv0AiKcDpPE0g0ML69UuxWCxjnFIAbW1+bLa7KSkJ4fU+xeCgHbX6AaTSUuRyObHY71CpNqLV1hAIRHG5XDgcQbzefYjiaZLJyKjxSqiruwmP55cEgxLU6uUIggGZTEEw2IhW25EzoOZqLI52/trtbcAJolE5tbU1wJXEYlF8vkakUhGVai+33LIWtdo/pazffvvdvPrq9mmdZk8++Qxud5z29lqKij6HTrd42MG5i0BgG+vX3zupk2+mvSaV7sbplOFwlFJRcc+0WV8XQiYvdubJ9D3mh0qVRiMa9czZ0XA2mXZ55JHH+cdFTy+fCYIg8IMf/IAf/OAH539AefxJYLYX0tlezFNFOD0eD3v3HsXvl5DJFGA0bqGwcBnvvvtDotFybr75+uGWCB50uhr0+rphY/sYGo0Tn+8pUqkMUulRbr11AclklD173kIu70ClUpJKHae09JtotUOpmclkBJlsiOChvHwj+/f/O+3tP8PtXsNll92XMxSGokz38dJLxxGELu644wv4/Y3095/GbF6K1VqP1/s87e3vYjbXzUnxmYsS9dxzryGKV+T6g/v9XWSzapYseQCns4/+/o9IpbqQywUWLFBRXn4fR4920tb2EtXVf47P14kgJCkqWoDRaBvz7PERNoDm5n2k03VUVd2F1/s8x49/yKZNj46J6FRXV49J9y4paWPfvm0Eg28il6/h9GmQSrsoLITiYgnLln2T5mYXvb3beOSRu6f97UMs1mPncbyhrlTqkckglXKjVFpzazrCWzGizI9P3bRardTXF9DZ6ScQ2EVvrwepdB0yWREKhR9BeIvFi0/yL//yLbZs2TKj0TjbtE+9Xj/r9bbb7TzzzIscOdJCMLgbKMVgKKCkpA65XIPTeRqPZw+LFvlzCudcHGLnI530fBjHF0tBPp+OialwNtkf4zF6L9tsSzl9+iWUyjIkEgUWyzI8nmO0tZ3EbDZPcEqNvHvI2NyMy/VzslmBWEyKQuEjk+lAItHh8WhIp8sQxQxSqQO9PkI8XsP+/b9j/XpJzjAym+soKyuhtHQvHs8penvfo7DQRllZYY7r4WyNxdGyPlJylEhUYrVeSTqtJBDoxec7hM0m8o1v/DXAlLI+U9lHeflGPvzwZXS6lWi1V6LT1SCRSFEqrVgs9+PxPEdb29vU1d1Ef38/bW1tY/bdVHtt1SojHo+B3t7l02bIjETOL4ZMXgxM12N+LEQcjt2sXj172ZltVtL4kqQ88sjj/OOSIFLLI4/5wkxRqAtxIU0W4RRFkYMH36Onp4lsNk0qFebw4Q8pKNhPKmVEKr2a9vZOli2rHTayIiiVBgyGTcRi7axfvxVBkODznSASCfH3f/91bDYb3/nO39PcrMViWcHhwzoMho259wWD3ZSVqUgmk9jtXRw/3oooihiN15JI7KeubjEWiwUYYvnPZOpJJn28//7v8fkUDAw48XqDGAwLKChYSV/f0xw48LMZU5FHY7ZKlMPhmKAUjkR5i4oqUatLCASSrFlTMcxEaySTSdLZaaKj43k++ugdstliBEGFQpHEZIqxdm0RW7cOsdx2dXWNS9v24/XGMRobkEgkGAyb8HqfIhDoxmSqzEV09u7dO+Z7Fks969ffi93+Fq2tj5FOZxAEF8XFq1i16rM5Jbu19Tlee+3dUSRuY397b28jdXUu7rjjJoCcwazVaqmpMdDcPGS0jqSwOp27MJvvy62p0WgclbqZ4tlnX+H48SCxmEgmE6GiQobZrGVw8ADpdC1arYt0+k1SqQjhcA96/Un+6q8e4sYbbzxrmR6NEePfaDTOar3b29t57LFtuN3VSCT9ZLMZNJrFhMMnSCQ+xGa7FrN5KZ2db1JW1jeGYHMukar5TCedb+M4m83S1dXFf/7n05w+beWyy+5FIhkij7pQCvKFrnM9m+yP8RgdLc9m02OcUoIgYDDY8HoPEwgEEITQmOeNfndp6UpKS9cild6MVKojkxEJhw+QSBwmEOhGKlUgCCcoK1uFzfYVjh9P4nLtp6lpG9dc8y2iUS8ORyNVVREeeeSHOJ1OnnzyJcLhImpq7kCnKyUQ6DknY3FE1isrK6mpqZlAvrZ5cwFbt96XW6epZP3o0aPTOjvSaSUDA1kqKxsIBoXc/QNDRrlcXk9Ly8t0dbWSTg/y5JPvcuhQ2xhn02R7LZvN8oMf/IaKis2z4ngYec7Frr2+EJiJSyYa7cfv3ztn2ZltVtLZ1IjnkUce54a80Z3HHw1mE4W6EBfSZNHdU6f2c+LEB4jilcACCgpUqFQFdHc/Tyh0GputAq93iNPAbFbhdJ7GYlk2zMw8FLUuLl5Gb+9HrFu3iMrKSiQSCQ8++NnhNMsTiGKURKIPQSggGOxGo/FRUrKA/ftbCQRSKJUlSCRFGAzX4nQ6x6RhJhIJkkk1AwNJRDFLScnm4bZSbQSDdkKhKBrNcaqrJXz1q1+ck+IzXokaIjIbMgxvu20LtbW1tLS0TFAKR0d5FYpSJBIFer0+R9DT3W3H4egkkShAKl2DTLacbFZPPN6Lz9dEIBDNPWti2nZiOG17qP56ZJ4TiaGI2EiEzOl04vP5UavdZLNpjEYbFks9MlkJTuc7WCxlxOMvs3z5nbno13QkbiMK5OrVBWzZsgmAf/qnx8bIbGFhEqm0k9ZWsFo3UV19LR7PM3R2dlNYuIjq6isJBh3DqZv7cDrTOBzL0Giux+sN4nK52L+/iXj8JbTadSxaVEA0miIWCyAICczmBnS6y/H7k2Sz2Vkpc+NlGs6w0CsUCnp7d7J2bUFOyZ9Oaa6treWf/umx4ZZiN3PwoANRfAO//2MkkmKi0TgnTryP2byEwkIvKpXlnBi0ZzLSZ5MuPt/OupGz6sABBwcPnkarFUkk/oO6upsmlaPzqSBfyDrXmTJfJsv+GI/Re1kikeWcUhbL0PNGSjDi8Tg+39gI8+h3D+3lApzOLszm+/B6W7BYKvH5lGg0KiKRj7Fal3P99f8DiURGYaGHpqYgTufTNDV9h6Ii0xhDcCwB49P09c2vsTibdZpK1mdydgQCvUCa8vIGgsHB3P0jCAKRiAe32000qkWhuIzy8kVoNEU0Nh6iu/t5vvGNM0b/+PfPZOxPVR5zsWuvLzQmczSo1XDZZQu4/vp75iQ7F4sgMY888pgZeaM7jz8KzDYKdSEupPHR3fLyK7Hb3ySRWIxSuQqp1Ek6naCvz0sy2UA0eoTu7vcxmxeSTCapq1tMINCCx3MMpVKCRJIhkQjR2vrcBK/3yGX94ot/wOm009f3CwoKrqesTE1tbQPt7Z1EIoXI5cewWGyEwwISSXxCGqZCoSAYdJBOZ7FY1qBUGlAqDWi1JcTjflyu99HpBB599C9YsmQJMLfa1hEl6v333+e1197B4UjT16fl17/exdtv76SmpoJ02k847MrVZ4+O8ur1n0ImG4oI+P1+YrEYH330O6LRGAbDfSxYcCvZbAqpVIFUegXB4OX09LzCyy+/TW1t7SRp28oxGQXJpHs4bXsoIhaJuEkkPLz77m7s9i5OnHgOtVqD2Wyiru4mstlCJJJSNJqFSCQmVKqxrMGTkbiNniur1crhw4d5/PHf4fGMldmenl1IpfsoLz+Cz9dOPA6LFkUpKzuASuVkYKB12HA34Xar6e1dgcVyPfv3txKNFmEyrUSnW017exeieDmp1CJWrjSh0yly7daCwd45GXOjZXrv3icJh0sJBtUkEn4SiSOUlrbyxS8+OEYup1Kau7q6sNsHMRhuoL29kcHBDuTyO5BIFpBOqxEED7HYHiKRnVx22ZcRxebzpiDONl18Pp11o88qrfZqtFoven0NTueeXO3siOF9oRTkC1XnOl3my+jsj+mMq/F7ua7uJgKBbXg8z2EwbCKbVZLNuunu7mDhwt4x5+X4d492aGk0coJBN06nC1EUUCj8iGI9Pt8JLJZ6LBYL11xzE01NjTz44AbWrl074cw738aiRCLBZrPlnt/d3T2r58/k7PD5DlFYmEEuV1NXV5i7fwyGCjyeE8RiabJZLYlEgoGBJMFgEKl0Md3dvajVz/Av//IPk45Br9ejVIr09Z1AoTDnCBJH3j9drft0MjlXXoVPAov3eNnR6XQolcpc69zZ4mIQJOaRRx6zQ97ozuMTj7lEoS7UhTTac33gwL/S19eBVPopFIo+0mmRRKIEpXIhSqWaVOoIkchxQEMkEqGqqor165dit3dw8uQbGAzNpFIS1qwpnDRiUl9fz3e/W8uGDSuGW+ecpKbmRtJpkb6+bjKZEAaDg1Wr7qO9fXsuKjQ6DVMURVKpYyiV0VwrGhgyKFQqEwqFH4UiM6a38lxrW88Qma2msnIzsZiPI0deYefOTmSyVhSKJMePf5+rrvobiosbckRFgcDz9PZ2Y7HYaG4W6O/vx+8/SCDwBqJoJpFQ4/O1IJUK6PUazOYlGI0L8XqreO+9nVx11R42bNiQUzrr6+9DFEVUqhRer52ysssIBhtzrVpEUaSl5be43aeJRD5NQcGVRKOLUastdHe/g8v1n9TWXocg6Ojv/z0lJXFEMYsoZnPtw8bL0XgFMp1O89FHh6aRWSgu7ufrX7+dSCSSM9QdDseE1E2rdRNHjnQSjRblolOp1CkkkgJEsQifT0Jvb5LNm9fk3nM2xlx9fT233LKWf/iHJ3C5ClEqS1CplBQXy9Fqr+SNNw6yePHiKaNeI2hubqap6QSi6MDpfItYrAal8ib0egsSSZpMJko8XoBG04XDcYSqKvG8KIhzSRefL2fd+LMqEAgglweQSApG1c6+g9lce1YEXJ8ETJU+PJL9UVc3vq51LMYbkCMlH21tb+Px/IKBgW4sliibNl3BnXeOPS/Hv3vEoaXXv09vr0gotAZBWIfRWENhYTHBYCv79p1xhESjHoqKtKxdu3ZKg/B8OjDOllNgpjIfm81BTc0yHI7dwy35ltLWdpK+vr0MDAySyXQhlUbQaldTWLgCuVxLKhXB603zxhv/m1tueZ8tW7ZMeG8kEqG/v5X29t+i1V6PXC5gNquoq1uM2Ww+q1r3uc7BxWbxnovBP1p2stksbvdERvqZ8Ens3JBHHn8qyBvdeXziMZco1IW8kEY81++88w7h8FsEAks4eTJCNqtBqRSBAQTBhl5/H4nEt8hkZJw8WUBFxQIUijiFhZ0sWBDjnnu+wsqVK2e8rLds2TIqvfGX9Pf7iUa7WLx4M3V1d6NQaLFYFuF2f4DbncVguJJkMonP10l//370+jb0+hq83m0YDJtQKIpJJt0Eg40YDKexWGxEIpGz7kE+2tjwetv4+ONXiEZrKCt7kEDAg0rVTiDQwttv/4hNmx6komIjcrkGjSaJRvMWHo8St3sRRqMFs9mP3y8hkSglmbwMubwIiSROLOYkEPgItVpNKAShkJuf/OT/csUVB1ixYglHjrzLSy8dH65fV+PzHae//3nKysJUV3+NYLCXlpbfY7dvI5O5lmSynkwmyuBgCxc18vUAAJpmSURBVP39GgShglTqFH19/0EyKQJBpNLL+eCDX6PTqbDZNlFSsmxMuvVk6Onpobc3gtX66Slltq3tKSQSCcuXL8/9bbLUzXRamatPH0oHteNyvUg83kM260IUZbS2OrFaS6iqqgLOzrmUzWY5cqSDior72bDhSpLJcC5yDsKUKdajlc7+/n62bXufYFCOTidFKi1CofgUyaSUUMiLXm9BKtWiUKgxGDbhcPwvNm5cOO8K4lzTxefLWTf+rDIajWPKSUZzCxiNC/9oFeTJIsJWqxWv1zvjdyczIAsKqli+/E6OH3+VujoPDz30Oa677ropCfZGv1ur1fLssy+zZ4+RiopbOHq0Db+/CJNpObAi5wgpKqq5qOtxrpwC09dK3wcwpq54w4ZVtLZ+zMDAB4APne4OrNaNub2iVBooLd3MqVPP8vrr2yfMt91u5/HHX0AQ1mM09pNK9SKVrqG3N4bH8wFlZYNUVbnmVK881zm42CzeF8Pg/1Mho8sjj08i8kZ3Hp94zCUKdaEvJIlEQl1dHaWlexFFL5HIu2QyhcRiGiQSCTKZDqhCqy2gvDw8XC/YSGGhhkWLoLq6FqVSSTabndX7RiuUbW1tPPnkW+j1q2hv347X6yedZvh/r+DxvEcmEyQSqWTVKh1qdR0m0904HM14vU8RCoFMBmVlBVit1yCKO9FqtTz33Gtzrm0d249ZpK3tbaLRmlwdJhiIxYJs3Hg5hw8/w5Ej/4rL9QJudzegQRQXIIpyystLqa29jiNHXiWdXo0gFAFSQI9MVkAymSUQOEU0qkGtLqOgoI7i4q0cPtzFkSPvEgy6gQCCEEapVFFUFCAcPkUiEaSr60mUSjlu91EymUWUlj6ITldDINBNPL6PVEqNSlWKINxIJHISmUyNQhEgkdhMNFrG6dOHaW39ORqNhooK95h06/EIhUIkk6DTWSb9+2wipyOGoN/fm6tPj0Ts9PZuI5msRS5PkUwmUCjWEY22cvBgO3q9/qwjTCNraLPdPanhOVmK9WilMxYT6eiwk0xqKCtbgNt9EFEU0OurCIVSJJMhwmE3CkUQtRri8QQyWZSNG9fOu4I413Tx+XLWjT+rBEEYU06i05WQSmXw+U7Q2/vRJaUgz3eK7viI8GzPOJiaJ6K6WsZtt31mSoN7snd3dXVx/HiIurr7MBjKkMlk7Ns3kl5tQ6/fQF/f/54zieR8Yr44BWZKfx9vlAtCGLP5KLHYzRQXXzdhr6RSHvR6Mz09iTH7fvR4N2wYcrK2tb2N17sNqVQkEOiirCzGI498f9bG51zn4GKzeF9Mg/9PhYwujzw+acgb3Xl84jHXKNSFvpBsNhuFhQk++OBVpNIrkMtvJJ22kM16iMc/QiL5LTU15dxyy49obv4eN95opbm5ne3bPWzb1gqkKCxMc/XVy3n44c/POL4RhdJms/HWWzt4/fWnUSo/jdF4N3J58XDv7R2Ewy9x9dUF/PCHf4XNZuOf//lxDh92sXHjowSDPSQSIZRKPQZDBXb7NtasKQCYsfXMxx8/xjvvvENdXV1OoRttbAQC3Xi9fozGM88YIT/S6XRs2fIljh3rQiZLUFa2ldLSDXz8sRO93ko43ERT09s4nR1IpXcBnYjiftJpK3K5APQBVSSTSrTaDygvL8NqXY8orh9uiRbgzjufJBTqzf0+vd7KwYO/YsmSDhQKOdHoDSSTMXS6xQiChGCwH6VyKQqFBbU6RiYjJ5OxUFv7ZTye/fj97wC3IpMtJZPxolAcwWjcPCHdejT0ej0KBUQiHgyGigl/n03kdMQQbGw8iFS6mGQyhNf7NqlUDRrNfWQyrwNvk0q9jUKxhERCQ1PTHsrKwlgsHXM2HuaaYj1e6UylFBw7toNMJkgodBiZrJ9kMoNU2o1GYyMcThGLtSEIPoqKiigqCmA2l7Ny5cpZj/F8/Zb5ctZNdlZZLJZR6bwfEo0eJRIJsW7donk/j87WcL7YKbqTYSqeiN/8ppH9+4/NemzjZWH0eni9h0kmk0Sjp86KRHK+MJ+cAtOlv0+WBfBv//YEL7/sQybTjPnsUIeMRkpLS5FKg2MchOPHa7HUYzbXEgh0k0iESCRCpFJvo9Vqz9scXEwW78laVA4RT8pZsOBmenuz571t158aGV0eeXwSkDe68/jE42yiUBf+QhIQhCokkhVoNBakUgPptIRkci3QhVotEo16kclSbN9+jNbWEqTSOyktXQ1EGBx8l9df/wCX62d8//tfm4PiJyCKlYjiMkRRD0gQRT2iuByZzI7ZLOaY0EeMCrt9G1brJoqKaohE3Njt23JGRSQSmdJY8Xg8tLR0cuJECy5XN6WlC1izxsZdd31qjLEx0gpMLj/zjNH9p7VaA/39HsrKbuWKK76M2+0mm/XmepefOuUiHN6FwbCZSERJIrEPUYyTSq0lnfYjimbgDfT6XurqvoYgSAgE/GQy9QhCmFCoF5OpcszYa2tv4vTpNiCOzfZp3O63SaXciKKOaDSOUtkAKIjFwmQyPtRqPTKZEVFchSC0sGjREmSyUjKZBWQyMurr76Gvb++UilVFRQXl5VoaGxuprz+7yOnImnV3P093dy8ul4No1IdMdiOxWAtqtZHCws/hdr+ORLIfQdDgdJ5g48ZVfOlL983ZeJiLc2uyKFN/fz8SiQWz+U58Pg0FBc3EYq14PE8jilcDWSQSJyUlJi6/vI5YbC9r1y46L6m8Z5MuPh/OuqnOKovFQlFREQcOHKO6uo5vfOOh3L6cL5yt4XyxU3Snw3ieiLMZ21SOELPZTCAQwOfrJBKp5BvfeDhXnnGhcSEZqccb5bfffgNvvfVv9Pf/msLCG8eUHWk0x7HZNiOKO8fslcnGKwiS3LmbTic4fvydOY13rnNwMVm8Rxv8Xq932IETJ50eyh7T6XTs3fvxeW/bdaEIEvPII4/ZIW905/GJx9lGoS7UhdTd3c3AgIJrrtnK7t3H8Xp3o1CYkEgETCYVBsPdRKMv097+MplMPw7HUgRhA0ZjyXAatI2ysgfxeNS0tGznpZfe4jvfmdlDPvLezZvvxOGI4vUezqWML1igorz8bny+V3IXf319PY88cje/+tXztLXtJJtVUlhoZNUqE+vXbySdThMIBFAqxQnGisfj4cMP38Tl2k86LcXtrsDvl3D8+FGOHevk//1//zJnbCxYsGFMb93RPcWNRiM9PR8RichyvV3HM42r1ZeRybyCIPgwGj9NICAhkdhNJvMe2WwIiWQRUmmQ5cvvz7FAJxIJwASocm3BRmNIXtJAgoaG1ZjN+3A6d6FWX0s2C1KpFhBIpzOkUvvRaqVEox6i0RBSqRaZTIJOV0I2a8LnE0gmw9NGUiQSCVdcsYa2tjfPKXJaX1/PN75xHyrVf/Hyy08TCqnQaDag1xdgNC4klQpTUXEjDQ1G1Gro7f0vPve5O8/KSJqLc2uyKNPIOqbTUQyGTQwONqNSbUapbAO6UCguI5uVkExm2b37aS6/PMzWrQ9flNZVUzk9ztVZN9NZtXBhL1/96hfm3bg7W8P5YqfoTof5GttUsjBSc9/b2866dRUX1Xi5mIzU1113HZ/+9Hu8+24j0Wg3oZCQKzuqrb0Hj6d5wl45H+Od6zMv5pyNGPzRqMCBAy1Eo0UYjQ05Ajqf7wQuVy/Nzc15oziPPP6EkDe68/ijwFyjUBeyhcjIBVxb24BOt4Bduw4RjcoxGBai05WSSAzS19dNRcVJAgEBj8cB7CIQkAMBlEoFRUU3otdvJBg8zMGDp2flIT/z3noqK+W5vsojbVsymSTHj78yJh341Ve343IJZLM6JJIkcrkHtzvJb37TSDwOSqVIf38rbvdzbNjw3xEEAVEUOXjwPfr6DpLJ2DAab6Ks7CbSaQ+BwE4+/vhNfvGLZ/jKV/6Mnp4X6O3NotPBwMCHGAy3Egr1oNH4qKtbCoDDsQutVkNZ2VBrsolkU9VIpTLi8fcwGq9Erb6BgoI1aLUd9Pe/Rja7BrVaRlXV+txcKJVKwA/Ec23BRiMScaPVDh2H0ag314YoEIggigbSaR/JpIdE4mmy2b1EIisJhV4mGh1ELu8imbwWWD6m9dhMkZSKigoeeeQeXnnlnXMqc6ivr+enP/1HLrvsWf7xH58nnR5AodAApykrU1FXtxyLxUIg0ENRkQmj0TjjMyfDXJxbk0WZRq9jUVE1g4MRdLp11NTcgtf7NgMD/4lSmcJgWIIo9lJWVkptbe1ZjXU+f8tk3z0XRflCl7eci3F6MVN0Z8J8je2TQDx1MRmpJRIJDz/8eeLx5+juLqKoqB6j0YZMpqK3d8+k83M2453pTp7rMy/mnI20Sjt69CDR6KJcVwkYIqAzGi24XBp27z7Ibbfdlk/5ziOPPxHkje48/mgw2yjUha5PHO1xLy62ctVVa4fTzU4yMHCSbNaNxRLl8ssb+MUvdpNIbESlWk4qdZhkMkoo5GVg4GcUFtagUoUJhbLs2LGDgwcPUlJSwoYNG5DJJm7l8Z5+k8k05u+jPf3jI2GVlcV0d+9mx46nEMVCNm++k9raeiIRN273Gzgcr7N3LzQ03EcyKePkyXdIpRaj119OaekypFIlUqkVi+Wz9PXF+PDDV3j0UXXO2Ni3z4PLdQCXqw2rdR3Ll69FLo/x8cdPoVDYKS3VEYm4MRorJpBNKZUCOp2aROIAfv8TqNUrKSmpQybTMTj4MtFoE5WVt4z5vQaDAanUjiB4J9RQi6JIT89OFi/WEIvFaGt7icsu+xrr19+L3f4Wg4Ov4fX+jkwmjSD4gS2EQhuRSKpJpw8jins4deolMhk1otiTaz0WDPbOGEmpq6vjb/+27pwdQBKJhAceeIDTpz3s3p3AZqtHpVLleuLOl5I5OYFVgIoKJbfddkPOSJ4syjR6HXt6hjgDFiyoRCrVo1IVY7MVsHTptZSWrgQEfL6nz5sxl81mUavV3HzzKhobD+JytdHbK1wwsqELWd5yLsbpxUzRnQnzObZLnXjqYjsGhjJq7h+en9243bunnZ+5jnc2d/Jcn3kx58xms1FaCjt37qes7OoJBn8otBurtQqnM3tRHFZ55JHHxUHe6M7jjwozRaHOR31iNpulq6uLtrY2PB4PxcXF1NbW5moyJ/aVPVMvGI/H6e7uYOPG9QwO+slm1yCRVBGJ7EAU65HJ7kcms5BK7WRwcAeC0MTgYID29h5EUYtcnmLJEjlf//oXuPXWW8eMa7ae/gULFvC97/1/nDxZRn39zej1JkDE4WhGqfw0orgMhyNKZaUcg8HKhg0PsXcvwLt4vSFOn+4hGj1JYeHtlJYuQ6MxE4/HSafTyGQyCgquo7//dY4fP87NN9+cMzaam5tpbDyEy3WIrq4d9Pc7gBjFxRV4vd1s3/5LrrrqLykuLs6RG9ntHXR0vIFeP4BcniCVegGNppVYzIQoxjEaAxgMDkymeoJBxxgla9myQUCbq1kf+Vtr6/P4/TtIpRaTSEjo7PyA7u7DrF3751RXX8OpU3sIh71IpUrk8ntIp28nmfSRzdqRSkUkki+TSLzFyZM/ZvHiJdTVfRUQZm3kzleZg0Qi4TOfuRmHYxte7wdYrZvIZNTzrmSOJrB6/fV36emR0denGkNgVVtbO2Xt8uWXN/DOO/+GIBwlkXgZUZSxYEEBdXUP58oB0ukEfX3nx5gbr+ArlQKlpbBp0+oZW/PNJy5Uecu5GKcXM0V3Jsz32ObTEXI+MqlGHAMvvfQWBw/+O5FIGq1WxmWXWSf0Iz8fmOv8zNaRMZc7ea7OkYvlTJFIJGzatIaXXvo5gcDrwNUTauGXL9/KwMDLF8VhlUceeVwc5I3uPP5kcD7qE+12O0888RvefnsPTmeYVEqPXK6grEzFTTct4+GH/5z6+voxHvcFC67E70/i83UTDrdQW+tj/frN/PrXu7DZ1nPkyLukUqtRqe7LjUMmu5xYrJVsVk0ms4yFC/8arbaKaLSL1tbX+Pa3/w/AGMN7Jk9/UVE7xcUVPPTQo7z/fg9K5Rfp72/GbFaxYIE8xzAuinq83sMEAgFMJhOCINDQ8Gm83j4efvgGjh49ysmTPsrKNiKKGrq7e4lG02SzIJGAXB4imxXHjKuyspLKykpuu+023n//fZ588iUE4UrKytYhl6vR6do5fPj3vPXWY2zadBcGwwKCwV5Sqb0UFBymoGAxoqgjEPCSStkxmcyUlJSydu1VrFxZzZEjHdjtv+D48SgSSZL6+gK+8IW/QCKRjFHAEgkPfr8Lk+lWFi++Ba22mJISOwcPvsKePf+CIETJZjdSV7cZh+NDolEtongMpVJKOj2IVBoHOshmCxHFODJZHLlcQ2vrcxc0LXVEyU+n09x110b27j3C8ePnT8k8Q2C1ckoCq6lkz+NpZP36BP39S1mw4GoKC6sxGm0Iwpl5Ol/G3FQKflfXLsLhJmpqav7oUj3PxTi9mCm6M2H02Orr753QceFsxjYfjpDznUkliiIwxD8Bc2u1di44G0fCTIb62dzJZ2P8XwwW75UrV7Js2UK83pOEwx1jWnDW1d2LQqG7aA6rPPLI4+Igb3Tn8SeD+a5PtNvt/PCHP2P37tOEQmVIJFvQ668mkUjT13eEF188hMv1BN///sM5j/uPf/zvbNv2BMGgDFFMo1SGSCbNLF9uIZEQqKoqw26PkU7Xkkr5h/t4Z0gmA2QyB5FIrkKjWY9SWY5MpsZgqEenq6WzEx577NfU1dURi8VyisVUnn6rNYXP5+EnP2kmEBCJxZQUFJSg0dhwOsO4XB+TSMQxGosBCaHQCBnZEIaiY0NEQzfddBNPPvkB/f37SSYbSKc1KJUWpFI5mUwSv/8gKtXAlErO/v3HCASqSKVEDh7cnmN4LS624XTu5d13G5HLzaRSEZJJFwUFG1m16i+w2eoJh/tpb38bne4IDz10a64/76JFLQwOPo/fHyabVeJ0irz66nbuvPMm/vZvv053dzeBQIBnnnkJufxKli59ICcTixatZOHC5ezc+c/09+/m+uvvR6HI8t57TkRxBTKZGblcjyhCIrGfwsIFRKMVBAILcbtP0N39r6xduzBHPtfV1XVelbzJlPzaWiOf//wmSkpK0Ov1WK1WHA4HR48ePSulc7TCrdVqeemlt2ZUlL/97UenjDLdfvuDvPrqdg4f9mI0brkgxtylTAp2PnEuhvPFTmueDiNjO3LkZ7z00jtkMmZABcSRSr0sW6Zl69avndPY5mJoZrPZYQfia4TDK6itvQudroRwuJ/GxrdpavpPHnro9hl7iE+F0Q6jysp7c+vQ3LyL3t7zyyJ/Lo6E6RwZZ3snz9U5cjFYvG02G+vXV3PokIXy8itJJsMolXqMRhsg0Nr63EVzWOXx/7N33/FtXefh/z/YAEEAHAD30uIQJcuSbEuWJdvyXvK2PNLMJml/8WiaNKNp8627stqmjevGSRvHsbNk2bLlGW9LlixL1pYsDk3uBXAAIBYB3Pv7gybEKZESKQ4979fLr5dFAJcXuPcQz3POc84RYnJI0i3OG+M5B1BRFDZs+BMHD3YTiaRjMFxHUtL9n662rRIIpBEOZ/DJJx/w4otvUlJSwrFjx9i1qx5VXUZBwQqs1hLi8Th1da/ys5+9QH7+LPLy/Did6YRCaXi9zfT0AKjAETSaOHb7Leh03cRiJxNgrVaLzbaSXbte5cEHf4zDkTskKOrf09/a2spzz21hz55cVPUeCgoKqKn5FX5/D9FoLbm55XR25tDdvZuenlbAntjOq0//0bGCggIuv3w2v/nNq0SjWuz2crRaLfG4n3C4FoNhL6mpGezceYhrrrlmQMBZV1fHjh1HaG5OIhZbgsNxT2Iv8ba21/D796DXZ3DJJXfR0rKb9vZZ6PXLOHSog+RkLy5XPhdf/OdUVKxj585DXHXVVVRWVvL448/j8ZQxb95XRyxXrKmpobVVQ0HBFZ/Oe1YS+8iaTDby8hZz4sRurNYMdLogGo2CqoYxm3PRaLSoaoyeHiN2u4vU1AhWq4vMTLjhhvm43YHE4nMTuWbASCO3+/ZtoaHhQx55ZC2hUIif/OTxMx55Gxxwx2JdnDjRxAUX/N1pA+VTjTJptdpzmsxN5UXBJtLgxDk39zJiMRNebyPt7XsoKGjg9tvvPeVI4VSe79wbxhQB89FoUlDVLqAC6Dyro44l0aysrGTDhj+xYcN7eDwXkpo6h0ikkczMEK2tHbjdc+jsrOHIkZ9x110HuOuuG8f0uU1mh9FEbhk3ldcMOFv9211TkzbxN87na5z0DquZ4lwuiCvEeJCkW5w3xnMOYF1dHXv21BGJGFFVBybT5QO2mjGbHYTDGYTDc9i1ax/Hjx/nsceexue7nOLibw34YrDZyjh2TKG+/kWMxoUkJZlwOq3k5TkJhUKoqorbvY/OTiMWSz7xeCV6ff8E2E1nZzehUAYGw7WUlNw+bFBUVFSEoii88sq71Nfno9XOwelcitGYTHJyLt3dbnp6FuDxHCMj4xK6u1/H43kPg2ExOTnmxKrXg0fHqqur8ft9xGK7iEY1dHRUotXaMZv1GI21ZGV1s3Tpg1RXfzAkofF6vRw/Xkssdh8ZGSeDSaMxl3j8AmKxTvT6JpKS8giFDuJ03ojRmIvb/QlVVcdwOp0DEqaamppRB6f9Az63u5KqqjfxeLoSI+0WS5RotIOurkZmz16E05lCa+vHxGKLMRjMxOMBtFrQ6Yz4/e/hdCaRkmLmgw8OE4ksJT//ngnd03g0gfj//u/vCIX0tLeXnlHAPFzAXVu7Gbf7jxw82EZyshuXyzXgNYMD5ZFGmc51MjeTA/zT6fusf/nL37J584t0dChAjLS0OMXFC0b1+sko0T2Vvvs/Hl/GnXfei8/nS+zOYLffRWXls2NORPuC+L179/L0028SCCyioOAeCgrmEgy6h203fW2ktjaVSKSMnJyvoNWmUlPzCQcO7MJuLyYjYykWyyz8/v9h2zb9mEemJ6vDaKKT/am8ZsB4mPodVtPXuV4QV4jxIEm3mFB9QYzP50NVVZxO56QFauM5P9Hv9xMIRIjHIR5XiMXixGIH0GhUVNUK5KAoBhTFTiAQ48MPP+To0SgZGbcOu194RsatuN3vYDRWEA530NX1JCkpa1BVO+FwBw5HnGBQSyi0h5SUVEymkwmwx3OMcDiO2ezC5SrG72/6dGXo5TQ2KgOCor7gLT39CmprvRgMVjQaLU7n9UQi6wmHQ/j9NtLT8zGbi4hEXkNRjpCbexft7W1DRseqq6t57LH1VFW50OvzUZQKYrGDRKMaVDVGYeFCVq78OikpRezb9zK7d+9OXIu+raUCAT0pKUsHXI9IxEsoFMFkuoFo9BcEg/XEYmAwZKDRaLDbCwbMM7daM2hoUNmyZQsffXSCjIxrh1yzwcFpX8BXV/chhw59QDA4D5PpFkymNFS1A49nEz0971Bb+yqzZ1/IhRfeRm3t4/j9v8Fmu4lIxI3F4sXvf52kpCNYrUlEIm7C4dspLz91gDqcsfba19TUsGtXA1brFXi93sRK5X3vNTf3MjZtepHs7JVcfPHYA+aRAu60tHmkpeXj90NV1TH0ej09PT2JrejGEiify2Rupgf4oxEOG8jOXsnChWU4HIXo9WYaGj7kscdOnwRORonuqfRPRLVa7ZDdGc5kutCLL77J9u0n+Pjjj/H7l5KUZKeuroa8PD+lpXOGbcd9baSgoJza2hcwmbLRaAwoioZIpABFycRotKGqJrq7rRQUXInHc2hMyepkdRhNdLI/ldcMGC9TscNqupvI6gshJpIk3WLC9O+JjESgqMiOw/H+pPVEnu38xP5JkdfrJR7vxuerpbtbg6L8E6qqR1V1aDQWNJpUtNp5gAdFCRIMBolGDSQlFQ17bKu1iOZmHYrSSSzmo6XlHRobd6DXO0hOXkpeXjYGQxORyJukp38vEZxEIl4CgSCx2GFSU3uoqXmXjg5/YrQ2ORm2b3cngqK+4C0zMxe93ks0GsBksmO1lpGbuxa3+zU6O1/B7X4Pna6Fq6/OJRr1cPDgD4eMjimKwksvvc3x41bc7sNEIjpgCXq9BkXxoShHqKvbT13dh+zdu46Wlhp+/WsDL710MNEjbbPZsFqTPp2HribeVywWQVFUFCUFg8GA1WpFr4dotA2TKQ+j0TpgnnldXSVHj1byzDNHOXy4h5SUJmpqegPl/iOx/YPT8vJyiovtrFv3DKHQ5cTjq2hvj6MoPrRaHYoyB6t1FZHIxxw69Afy8y9n5cp72Lz5t3R2voPBECctLZ/U1HSSk5NxOhvo7s5NlKv3NzhAHRxEjrXXvrKykieeeIrdu2uxWj0YDF6cTvOA9xuLmejoUFi4sOyMAuaRAm6HowCXK5WjR4/wySdOmpq60GrN6PWQnm7CYDjAlVeOfg/ec5XMnQ8B/kj6OlDa20sHdMAA2O3503I++3gmon1B/PHjWdTWFhMKKVitX0ZRNHR1tRCLKXi9h1i2rHxAuwESbURRYom/UaqaTDAYISmpnGAw8OnfKTd6PZjN9jEnq5PVYTTRyf5UXjNgPE21Dqvp7Hxdm0PMDJJ0iwkxtCfSidl8lH37Dk5qT+SZlnsNTorC4Taqqo4RDBahKG0oylxU9U7AjKo2otEcRFXfIRLpwedrx2pdicEQJRiswW4f+jva298lGPTT1nYVyclzyMpKJRRqIxw+SDz+Lm63ifT0LsLh3bS0PIXLdQtWaxFdXQfx+1/FbG7CbE6mtTUHh2NVYl50R8cmWlp2sX//foqKirDZbJ/OOT+K2dyA2x0mJ+daNBoNOp0Fm20hOt0hsrPtrFiRwWc/ew//8z/Pk509f8jo2A9+8GtaW1tpaIjT1taDVnsjqroKnS4ZRdmNomynq+t13nrrCUymy5kz514WL75zQJnmXXddxuzZGZw4cQy324DdXoDRaCUe76GnpwuD4SipqVaczhKczmqam7fgct1HT08gMc+8ra2NrVufx2q1Ulj4ZdzuN9Dr82hujiUC5b5EtH9wqtVqWb78An71q3fo7ExCp+vBYskCeggEjqAoLSQnl5CU1MmsWdW0th5BVeGSS2x0dbWg09lJStKSlqYwf76B+fNX8/vf7x1TgHpy8aUX6O4upaTkSyQnZ52y1/5kOWseVquKzVaMVptKc3PtgPfr9TYCMRyOwlGfT38jBdwajZaMjIvZv/8pAgE7aWl3kJq6lGCwhsOHX8Hh2MLChX85pj14z4XzJcAfzuAOlMHrF+TmrqCycuL2RZ8I45WI9gXxbvdcotHZ9PQ0YTS2YbGUAQaCQQ2KEiAYTKOq6hjLl184oN30tRGtVo/TmUJz8xYsltUoClgsKYRCAaLRKKHQVrKzU3E4CojHo2NKVierw+hcJPtSgi3G4nxdm0PMDJJ0i3E3fE+kgsXipKxsLRUV6ye1J3Ks5V6DOxCSkpy8//6P6em5AVU9DKxEVRcAQTQaF6qai6pq0WprSE7eicNxHfX1HubM0VNZ+TLJyQPfdzweo6npKSyWi7FaV9HdbWfWrN55luHwjbjdz5KV1Ux29lySk7fS1LSTY8c+wuPRo9EESUlpJyVlIRrN1bhcJwMykykPu/0WWlqq+PDDvaxZs4ZAIEBrawXV1TXo9dl0dXXR0fE8RqMDRbESDNag1zeTnu5m5cqv8sor7w47OhaJdPPWWy/T2lpDNBpDVa/GYCglFgsQDtcBhWg0lwHHiUYzMRpvJBpV6Oz04XKd7JHeseMgl1xSSDjcQTTaTXv7Xvx+0OlU0tN7CAS2k5eXRUpKEaWl1+P1rsft/iPRqIu8PBOq6uWDD36DRlPDqlXfw+UqpbZ2J83N+3A678XjOZSY+w3Q0LCVxYtTUBSFgwcPEo1GMRjMGI1atNo6QqGj9PT4gCgGg4P2dh2hUD0PPXQTS5cuTdwvfauB979/6urq2LBh76gD1Pr6ep588o88//xHuN3JpKW1E4m8QGnp9bhcZcP22vdvWxddtJZI5L9pbt6Gy3UfLteCxFz39PR02tv3kJYWR683D3tfny5gHingVlWVtjYdVuul6PUvAi/R2fkuej2UlKSg11/JwYPHuOkmJTH9YKqUAZ6vAf7p1i9IS0vGZHJPq/nsfYnonj2byc29acAUB2DUiWhfEO9wXMuRI24cjmICgYPE423odLnodDn4fHtISnLidrfT0nJ0QLvp30b6/kZ5vQFU1U4k0oqqNuHzbcbhqKG0dC0ajXbMyepkdRidq2RfSrDFaJ3Pa3OI6U+SbjHupkNP5KnKvQZvj7Rhw58GdCB0ddXQ3a2Sm3stoVAbOt1ywmEzilKLqtYCClqtl9TUUlJSQuTlraS6+i3uu+9GfvrTFzl+nMRIdSBQQ3PzM4CHCy74Km1tURyOwsTnZrGkkpFxM4HAkzgcc4jFjvHEE9+ipaWF1tZWXC4XL730Fs8/X0929sohQZHfX09e3sU0N+/hvffeY8OGD9ForsHhSCManYPDcYLm5j/g9yej09kxmUrIybmIlBQDzz77Ht3dMGfOwOvodlfy8cfPEYtdQTxeTDxeh8HwGWKxOPF4JZCDRlOMopwAXMBCsrPnoiiBIYufVVc/yec+t5KGhg9xu5OZNWsROp2deNxHfX01jY3b0euvxOdrJDV1NuXlq9i9+7doNF2YTLOor9diMFSzdOk3yMiYj6oq5OYuoKXlZZqbAyQnL6etzUdDwyF8voPodDtoa7Pw6KPPEA7z6Rx1N5mZORgM2TQ3V2I0FpCUVIpOl0wweBC/38Jvf/sG8+fPZ+HChYnPYfD9M5YAtaqqilde2cKWLT10dS3D6VyN2eykuflDvN71LFu2FperbEhbGTiPVdevI2IddvtKkpMzaWraxK5dn1BQ0EBx8QIaGj7Ebs8fc8A80vvxer243SGMRpXc3KXMmrUMjUZLenoxKSlF+HyNY17U7lwG1+djgD90/YJiHI67ExUxDQ1votFsorW1dcA9PplOt8aBVqvlggvmsnHjU+zcWYnJdAEmUwp2e4jk5BZmz24ZVSLaF8SbzXZiMTdpaaUkJaXQ1fU+inIrsZhKLNZDc3MXOl07lZW7WbPmZLvp30ZcrjKWLVtLZeUb+P1v4fVuwOFIp6CgmNLS3jZ9psnqZHQYnctkX0qwxWjI2hxiOpOkW4y76dwTOXR7pG5OnKjiggu+2W8ede+cabPZjMFgB/IxGHQYjQtQlG40GpV4vIr8/PlEIifQ6010d8Mll1zCj3+cyWOPPc3Ro70j1QZDjNmzQ2i1ZcyatYCmpmMYDNYB52Q0ZuD3kzhOKBRi5cqVicc7OzvZuLEar9cN2DEarfT0BPD56khKamfhwqW0t+/h5ZffwuNZzPLl9+HxeKisPEJFxWa02mI0Gh9a7QFSUjLQ63uIxVI4cUKH39/MwoUn50SrqkJV1ZsEg8Xk5d2F2/0fxGIKipKJRmMkHveg1cYwmXREoz40GgtarROzWU9S0tDFzxobITMzs18w+Tx+f28wuXp1KgsX/iUHDhylsvJXHD7sRauNcMMNeVx33f1kZ2fT2NjIk09aKSi4bMAIXiQSp7t7I37/m0CYtrbZzJ2bTHNzjMbGC8jPX4XVmsGJEweJx79Pc/PrWK2rgQJstgWfluCqqOohrNZCAoHS0yaIow1QAf7v/35LfT00Nyu0t/sJBLxYrWk4ndcRCEBV1Vs4nSVD2srgttUX5Pe+7yeJRuMEgweZN6+Uv/zLzwPw2GNnFjCP9H7a24/T2vo6ev1R2ttz8Ho/Rq8Hp7OK0tLrSU2dTWMjHD58eMp2vp1vAX5BQUFi/QJFuXZARYzRmItefzE6XQMff/zJGe8jPZ5GMyWhsrKS117bTWrqpRgMAfz+g4TDERoaWsnK6uDmm/9iVIloXxAfj/vQ6yEWC2G1rqKt7Y/EYjF0uovQ6fRAiEDgQ9zuT1i48K8Sn9HgNpKaOpsLLriTWMxNY+NWcnMvYOHCO0hOzsLrrT+rZHUyOozO1+oQMTWdz2tziOlPkm4x7qZrT+RwK2LW1BzC49nAJ5+8T3JyFi5XGSaTDb0eFCXy6crNneh0GRiNNvR6J7GYl2jUgqr6Pw3iIon3e8stt3DDDTewfft2WltbyczMJCsri3/6p98lgr6+xc369PS0DTlOf4sWLWLBgvfxeBro7vZ9mqBDdraZ0tJyjMYw8XiAhoYYRUWr0Gg0uFwu9PpuamrCRKM6DIaL0OtLyMxcgE7no6VlC4pymO7uVpqbj5KfXw6A11uHx9OFwXATR49WE4logAiKcgyNpgTIRFFaCIebMRhMqGoQvd6LxWIbsvhZ//ugqKhoxGBy1qxDdHQ8S1NTgJ4eLceOBdm58xB33plPaWkpFsv2ISN4DkcGPT0ttLT8EVV9jXvuWUpdnYeGhgUDvqidzjlkZq6luXkj7e3dpKR8FeghFmsjEtmKTneIlJSlFBQspbLy+dMmiGVlZTz00N385jfrqarajqIYSUtLYsmStESA+s477/CnP31CSclarNblmM0qOp2O7u6PiUSew+VahcdTjddbh0ajG3DNh2tbLlcZTmcJXm8d7e1HCAT8/NVffZXZs2cDnFXAPFzA3dnZRDy+E4vlTtLSvpgYLW1u3oLXu57y8lWYP61on66dbzNN3/oFzzyzBVV1EYn4BnTOWa0dzJ9/G1VVGyd9LmRVVRX//d/PnXJKQklJSaKKYvny+wA1MUfdaEymsXFbYorD6RLSk2Xq+0hPn01LSw2hUAZG420YDLsIhf4dvT5KPK4nOzvErFnXDjj2SEnpjTdmsnDhtzlw4ChVVU/R1DQ+yepkdBidj9UhYmo6n9fmENOfJN1i3E3HnsiRVsRMT59FaurV+P3HE6OPDkcBTmcKTU3HMZksRCK7sVjWEIl0odNlEInUYbWaiET2k52dgs93gqVLT75fvV4/YKRaUZRBQV8tLtfJ0Vafb+uwx+lTUFDAsmVF7NnjJzd31ZC5jRUV68jP19PUZB2QAEUiPrq7m9Bo7sNuv59QqB5F0ZKUlIfLdR+trTFise3U1W0mL28+Go2GSMRPIBCmu1uls7MJg2EuRqOPcPgDVDUV0AA9gB9VTUana8VsPobJ5KCnx59Y/Kz/fZCXl0dNTU0imCsvLx+wCNc///P/8cknqcTj16HRpODxdHHkSAUHD/6S73//KyOO4JlM+VgsN6LThTl48BgtLZCfv3bQStwO8vNL8fsX09n5KrGYmXjcglYLyckpaLXLyMvLJCtrLkeOnD5BrKys5KWX3qalBRRFg1bbTVaWhVtvvYaysrJP90l/h1BoESkpV+H1ZmG1NtPdbcBiuZdQ6Fm83r0kJamEwz7a2w8NaCsjtS2NRovDUUhj40dcfPGsAUH5WAPmwWW9JSUlfPe7va/3er389rfP09R0K4pyG0ZjLhqNBpOp955xu//Inj2/5b77LqC4uBizefu063ybqTIzM5k9exaRiJmOjr1DOudSU+0cPrxxUjtBFKV3i8PTTUm4917ToCoKDSkpRYnjaLX6UVdR9A/i/f5uFMVKe7sTszmLeDwdm82ExeIkJSXOqlVfwWSyDzn2qdrYTTeNbSvAqep8qw4RU5dUX4jpSpJucVpj3T94+J5IJ8Ggm8rK96dkT+TI2yM5cLks1NUV4HZvxeut67eo17N0dPixWNoxGpMJhwvp6NBiMjWh1frR64+j12fich0ddRmv39+NXp9Ka2sPFouZcHgvBsP+Ux6n/+ubmt749PNOwedrSPT8rllzDc88s3VAAtTT4yca1WM2L0VRomi1vR0C0Fv+a7EsIRDIwmrdm7iOWq0Rr7eNQOAAWm0PDscK4vFZRKNPE4u9CsyiN+FWUdWDZGdbSU724fGsSyx+Bj4qKv6E03mYhQuX8pOfPD5sGWlJSQm//OVv+fjjZEymO0hJKcJgsBKNBujqKuHjj9fzq1/9gRtvvIKnn/6Anp4oivICer0ZvT6XSESD1dr56QjeUyiKhqKiwStxaygtnUNLyyy6uhw4HBeRkjIXRdERDqtYrZ2Uls4hGHSfNkEcXClRVNTb+15Ts4XHH3+eRx7RYrFYqK+PkZy8FEWJoNFocDpTiUTchEJudLqL6O7+BTqdn7q6TRQWdg645mfayz/agPl0Zb01NTW0tem46KI7OHSoA7f7k8SK8z09AaJRF7FYF8uWLaSoqGjadb7NZDabjYwMO2lpBfh8Xrq7O0hOTiMvrxytVofXWz/pnSBut5vq6tNPSTh8+PC4VlH0D+LffnsHzc21RKPJGI0KKSkF5OUVUFp6HS5XGbFYZNhjj9TGJFkVYvxJ9YWYjiTpFqd0ptv9DO6JbGrq3ad78WLdlOyJHHl7pN6krLNzL21tveW7ycnZGI3JpKcno9PtxmpNxe1+kWhUQa+PYTDosFr1zJpVwPLlhjGX8e7YUcnx4xvxeoNYrfEhxxmuE+R0Pb8lJSV8/PEnAxIgo9GGwZBENBoiGvVis+kxmUxAb1IUCoVJSUnl85+/icrKWqqqnsTj6SYW24/RmI5GcwUaTTrhsAad7h40mu3EYutQ1RY0mky0WgMlJfeSlWUfsPhZR4edJUtSWbhwKa+9tnvEMtI77riUzZuPotN9hYyMhf1GsO1kZCykqamVTZt+RUlJPj09btrbn/10r/AoOl0Yl6uQCy/8KgUFZbS3G9Fquwd0OvRtm6QofoqL02hv9xIO7yIUcmIwaMjJ6R0BdDqdVFSsO2WCONq9Q2+66Up0OiuZmZkEAm2oaiFWq5XcXPB4OgkE4gQCNTidbsrLs1m5cgkWiwVFOVkmO1G9/MNNrwgE2tizZzOHDv2StWtXYzKZCIVUSkvLSE72UlV1DI/n5KhpXp4Jk2kWmZmZUgY4xRQUFJCWFuGddx5Fqy0gHteg10Nt7XuUlFyH271/0jtBQqHQqJJpYNynMPUF8Zdfvo0f/eh3JCVdR1raHMxmBw5HARqN9oyPLYQYf9KhJaYbSbrFiEYKwke73U//nkifz4eqqpSXlydGU6eSU81DdzrTKSqKEQw20db2R8LhrVgsGq68MpVbb/0RVqsVr9ebWO08EAhgs9lwOBxj6nnt/3n1Hc9msyWCu0AgwDvvvMOOHQeprvYO2wlyqp7fwQmQXm/GZrPh8exGq+3Cbi8jFAoQDvsJhZqxWI4xa1YGixcv5rbbbqOuro7du3cTCLTR3h6lvn47fn8y8fhsDIZCYrE6DIZcYAFJSa0EAtXU1PyOjIxy7r//ApYtW0hmZmZiy62f/OTxUyapf/zjBjo6FLKyFg876pWauoiGhk6eeupPtLdfiF5/C1brYlTVT0/P+3R3f8Du3b8iEKjCaOxhzhwntbW9nQ4eT1Vi0bVoVCUQqGH27HTS0lrp6akmP38lWVlzCQbdVFSsG5AgDtfpMdoV+1et8mOxaCgosBOJuPF4DpGcXIjFYiUz00ZLywH0ei8LF+bT0gK///1eNmzYO6Sja7x7+UfqNIhE/HR0tHHsWCcHDjzL3LnZ1NRUk5T0IbNmrcbpdOL1eolEIp922Pjo6LAn7tmxdhCMtapGjF51dTUtLSGCwVx0upWkpl6IRhOgru5damp+wMUXp3D77Q9O6udtsVhGlUwXFxdTWlo17lUUWq2WFStWsGLFLvbujZCZecFZHXs638/T+dyFEGIqmnrZj5gSRjtyd7rtfvp6IhVFoa2tbcp+aY80V9btrqSy8g2OHduH3Z5OUlIqOTkR1qy5ZthVfvsHKmdicM9tZWUl69a9TFVVF21tbo4fr8VovJilS++gpKRs2E6QkXp+BydAoZCK3d6IVpuOxZJFa+tWQiEVUDCb48AhZs+2DggurVYr6elpFBbejM/3M5qbD6LXl6MoRkymVEymL6CqDuz2TRQUGMnODvMXf3EtK1asGPBZ1dTUnDZJPXDgVWKxMBAAnMO8Iz/BYDstLVdisdyCqs7HbM5Ao8lCp8vG6+2hru5PtLQ8xezZORQUJKHTfcj27Y00N7cSjS7CbL6Wnp5OTKZj6PWdWK0nmDu3lo6OFo4cGZogjlT5UV4+a1QjdDabjdLSFPbtq6SsbDFudydu98m9yQ2GrdjtCqp6Ey7XFafs6BrPXv7hOg3c7kp27FhPMFhMWtp3iMUaSU3N5siRDWzd+iRWayYZGfNJSUkBehOSioo/DUlIRttBcKZVNeL0+v6ex+PLuOGGq6muPo7Hc4hYDCyW2ShKA9nZPZSUlEzqebpcLkpKTj8loaioaMKqKMarQmM6388Tfe6S0AshzkeSdIthTYe9tsfTcIFWKNTBtm2/o6PDSVraLaxYsYKkJJX6+i1s2PAhubm5AwKQ8Q5U+lca5OXdSX39emAJ8fjFHDrUQXKyF5dr+E6QkYKawQlQa+sq/u//XmHnzh2YzZfgcs1Fq40RDH6MotTR3JzCq6++ypYtu6mq6iIeN9DU1Egs9gfmz78Or3cjGo0Ns/kKDIYLCQSq0Otfw2JpYvbsNQSDb2Cz2YYEVKPZVs5kcmKztdDZ+Q5m85eGBOBtbc+jqmb0+gtxOufg8fjw+xUMBjOBQBeKshxFOYRG08WcOZ+lqcmLVrsdv/8dvN6L0OtT6OzcDxhITs6iq6uAjg4v2dkRHn30c4mKhb7P7lSVHxUVW4hEQqcdoXM4HNxxx/U0NKzH69WxcOEyolEzXm8jHs9u2tsrSU29ifLyB87pvtaDr0f/reFcrvtQ1Tjt7W2YTC4uv/z/4403HmPLln/j6qsfJTk566znlJ9tVY04tf5/z+32DFwu16AKhTm0t/960v+ea7Vabr/9OurrnzttwjuRiymd7bGn8/080ec+nTsjhBDibEjSLYY1nffaPlP9A63Kyl+xb99ufL4LKS6+nLKyubhcvftVD5cAjXegMrjSwOutpaOjm/T0+zAac3G7P6Gq6hhOZ+8IsN2+kG3b/pcNGzag1+vZtm0fLS0QiWiGBDX9E6Dy8nJeffVdkpIa0Wp3E4/vQauFgoJUSkq+x/7963nwwR+j0azGbF6JyZSCXt+O17sbn28zNlsKGk2YUOhVgsH1aLUBTCYTPT0Xs39/O7HYEX73uw0YjcYB738028qlp6eQlVXC5s3v43ZbsNtXYTRm0NPThs+3hXj8A6xWKz6fHo0mSjyu0tPjprs7iqqmYjDkodVasdt7yMjIJyPjRnbudBMKNbN06Q1UV/vRaktJT5+D0ZhMNBrA44nx+us/55ZbjnPNNdeMeD36VpZXlGTS01dTW9tNLPYmlZWvU1h4K2azGYfDkXhe/5JUrVbLQw/dwzvvbGH37qcIhXoDz4ULobo6hzlz+o6vJLZBMpls5OauoLLyqQlJjAZfj76t4RyOuz9dtT6QWHk+JSWFlSvv5uDBH1BX95/o9SlnleyMV1WNGNngv+cajSZRoQAQi1loapoaf89LS0tHnfBO5GJKZ3rs6Xw/T/S5T+fOCCGEOFuSdIthTde9ts9WX6C1bds2fvzjLjIy7k9sl9Vn8Eh/QUHBuAcqgysNIhE/sRgYDBloNBrs9gI8nr2cOHGCxsY26uraaGur5uOPdxCNgtl8ObNmrWLhwqUkJakjBjV1dXV0dJi49tp/RFWVRILncBTgdrs5dqwOn+8Siou/it2eSzQawOutxW53EInoCQTeQKstxelciNHYTTisR6dbgsNRhNf7ChkZizlxYi6PPTbwd49uW7k0br11LcHgE3zyydt4vXvRaMyoahi93sOcOSaOHo0QDneTnGzHYkn/dA5yA3p9EklJvQlEcrINk8mGRqMhPb2MQ4c+wGQKoqp55OQsGLBAW1bWKk6c+AOvvPL2gOkDNTU17NrVgNV6BV6vl56enk9LdMPEYhAKmfH7WzCZnuSTT+pITr6ArKws8vPthEKVQ0aAS0tLSUlJYc2aCN3d3dhsNrxeL//6ry+SlOTk+PF3qK5+B58vhkZjxWDQkJaWjMnknpDEaPD16H+/9W5bV0d2tjmxDV1BQRmhUBl//ueXkpube1bJzvlWVTMZptvf87EkvBO5mNKZHHs63s99lVFVVVXs2lVDYeGd437u07kzQgghxoMk3WJY03Gv7fGi1WpxOBxYLKnk5MwbEnzAwJH+iQiyBo9MmUw29HqIRtswmfIwGq14PBF2764kHM7E601CVeehqhCL5RGLLaalxUYkcoRly8pHDGr6fk9ychY6nTHx+1VVZd++bQSDVszmS9HrTWi1OkwmOy7XAtxuyMxcjtnsQVEOE40aCAZz0WgWYLen4vO9jtV6jEWL1uJ0llJRsY4XXniD++83Jcq2b7vtWurrn0+UkSYluWhpOUp9/VYyMo5w661fory8nH/4hwfZsOFP7NlTRyDQjdVqYsmShbjdbXg8LUQiTUSjzRiNTrRaHXp9EqqaRDD4GsnJ7WRnX4DD0XufOhwFxGJhWlubyMpaPuS+7u6ux2hMpqqqg5qaGmbPnk1lZSVPPPEUu3fXYrV6iMeb6O7uxmyeQ0bGEqJRcLsddHfnYrXGyciI0N29kyNHPDQ2dnHzzfP56lf/bMgIjlarpbCwMDEdYNu2bbS1HePQoYdpaWkmGr0Qo3EpyclZOBx2Ghp2odFsorW1lYULF47qPhqtwdMrbLZCtNo4fv9RIpE4SUntlJaWJz6vQKANi0VDaWnpWScO52NVzbk2Hf+eT9eViafb/dy/3LulpYvq6ho6O9czf/7NuFwD/2adzblPx84IIYQYT5J0i2FN9nY/k73QylhGhiYiyBr8+x2OApzOFJqbt+By3UdPT4Dubh+QTzyeQU/PLuz2NKJRDTbbZ+jp6UJRAgSDaVRVHWPlSuewQc1I79Pr9eLxdKLV6tHrU9HpjITDYWKxGHq9Hru9gLa2Y2i1neTkmHG7D9HYuAmzeQMwl7y8YkpL1yaCtqSkTJ5//vfs3t2IXp+cKHm/8cbFbNmym1273qapyUc0GsNqjWOxFPDSS28n5m5+73sDR70UReHRR59h6dLPs3v3SzQ2rsfvb8VgKEVVG1CUP6Gq75KSkk5Z2Q2J7X50OhNmsw+v9wBO590YjSoajYZAIIDb3UFn5+sYjQoHD7by93//z1x99Up27qynri4Pq1XFZptHU1MNfr8DRUknFtPR3t5JLKZis5Wi16djsylceumtRCLd1NVtwumMn3KBqr6gd/v2w+zfX013dzoGw83Y7V9Cr48RCNTS09OO2VxKUtLFfPzxJ8Mu4ne2Bk6vqAL20tGhMmfOzZSVlSemV4x3kjbdRmGno8n+ez6Vjfd3zXS6nweXezscRurrN9PY6MPvX8+yZWsHJN5nc+7TrTNCCCHGmyTdYkQTuVDNqYxloZWJSs7HMjJUV1c37kHW0N+vpbT0erze9bjdfyQYTEFVg5hMRtzuF7FY2nA4LqGtbS96fSYajZ1gcC8pKbl4PB14vV6Sk4cGNSO9z0gkgqJYUNV2dDovbW3dBINeFAW0WtDrvXi9NdhsBlaufJC5c3N5553NaDR+TKbjlJRcg8tVhqoqHD/+Hrt2PUdXVxHl5fcza9ZCAoE2Nm9+jY0bn8ZqNXDsWBvR6Fxyci7mootuwGrVnHJV9oMHDxIOQ0nJZSQnZ7F792+pqfk/QiEFVe1Ao4lgtc5iyZLPJoLGtrY2PvjgaTSaKOHwNqqrf47DcSV2ex4eTw2h0AEMhjq02lICgVrefdfPW289QWrqdVxzzVoikXXU1b1DJDIHu30hkUiYlhY3kYiCRnMQqzWN9PTb8HieQqPRkpV1ARZLKtXVI4/eVFVV8d///Rxu91za270kJ99KKFRLLHYxfn83DocDo3Eefr8XjaaWlStvparqpQkbDepf1rt//xKee24L4fBxjMY8YrHIhCRp03EUdjqarL/nE2U8/vZPxKJe0+V+HmmdipycfJqakggGLVRVvYXTWYJGoz3rc59OnRFCCDERJOkWpzSRC9UMZywLrUzkKqhjGRmaiCBruN+fmjqb8vJV7N79W6AVjUZHT88nmM095Od/Bb0+GY9nL/F4GzpdFpEIaLU6enogHA7j9zcQCnXi9XqJxWI0NDTg9/u55JIF1NVtHfA+e3rc9PR8gsHQQCBwhGh0JWZzBjqdgXi8B4/nE2KxJubNm0de3jK8Xh92ez4Wy2J8vteprn4HgKqqt6io+IjubjMGg4bjx9/C4UgCnHg8xbS0dKDXb8Nq/SIOx634fHXs3n3slCXxMDCAc7nKuP76f6Grq4b29sN4vXUcPryTUCgDqzWVWCxCXV0lW7c+j0ZTw8qV/0Jl5RscP74fn68Bj6cbvd6Mw5FLJLKQUKiVlJSLyci4l+rq/8DtLuOddz4kNzcPeJdwuAaDYRZGYyp+fzWx2G5sti6czvswmbLo7u7d3xpOPXqjKAobN76Fx1NMbu5yjhw5QlraMrq7u1EUJ+FwO16vh+RkCw6Hk6Skbuz2HNraJnY0qK+st6ioiOLi4jNO0kabFMko7Llzrv+eT5Tx+Ns/UYt6TZf7ebhyb41GQ2npHLzeQ3i9Lpqa9tLefgSDIemsz326dEYIIcREkaRbnNa5mls3loVWqqurJ3wV1NGODE1UkDXS77///gsoLHTx7LMfYrFcS1WVHoOhAKMxmaSkFLq7t2A03ohWC4oSJxYLsH9/BU1N72G3H+cnP/kD4fDPsFhyMZl6V55OS4uQm3uQ9vZqGhvBZFIpLT1MdXUW8XgzGs17wCogg1jsCPH4u+j1zRiNtwEaHA4HTqeZ5uY6bLbLaGj4KW1t/0c4vIBY7G4MhoUkJ3fT1XWEHTueRa8vJRQqx+W6nNraHaSlLcFsdmAyLUiszD5SSTwMXwmQmjqb1NTZqKpKT48P2EFPz3NUV8PRo5VYrVZWrfoeGRnzSU7OIR5fh8djw+1WsFqzgGQikSMkJ4fIzLyXYLCaaNRNIBDE749RU6MlKSmVWGwLwWAAvd5GPN6C2awjM/NLWK1lhMP1n67y3Ttac6rRG7fbTXV1b9AbCnUSi4HVWojRaEavN2KxOIlGW8nJSSM52UpHRwteb+M5HQ0aLknLy8ujoaGBgwcPjtue2zNtFHYqm65zpfuMR7I80Yt6Db6fGxpU4vEA+fl61qy5ZtL3Q4eRy71dLhfLlpVTUVHJ8eMnOHLkv8jMzDzrtjhdOiOEEGKiSNItpozRLrRSU1MzpoDpbMoQRzsyNJakYSznM9Lv7/28POzZ48bpnE1LSy0u1wKczuuJRJ7F76/D4SjF6z1KMFhDIOAnPT1CWdmXqKjYRkdHIWlpswfsPZ6eXsXnPreSzMxMbDYbhw8f5qGHHsPhKCMeryYU2k80GiYWq0WnayI//1HC4SS8Xi8pKSn9RkgitLc3YLMtJTn5Snp6DmG1GsnKmk9S0kU0NT2D3/8RRUU3EI0eIx43oNHYE9e5b2X2kUrioTeAu+22a6moeIqPPvKSn7+SrKy5BINuGhq2Mnt2gIceehSr1UpVVRX/+79eCgu/kVhQzeUqY/ny+9i163k6O48RCHyIVhslJWUZmZn3AtDQ8DSRSDuQjqouQVG0+P0LgXbAgst1JVptK6mpGXi9ZhRFwefbSnZ2Kg5HwWlHb0KhUCLoVZQYej1oteZPO062YrGsJR7vRKfTEY0G0OlU2tv3sGrVmY0GnWk76J+kVVZW8pOfPH7KZPpMk6KZMgrbZ7LXpZiJxitZnuhFvRRFwWKxcPPNqykoOMiOHftpbIzR1GTlmWe28vHHn0z6vtSnKvd2uVwsWhQiNbWIr371GkpLS8fl/pXONSHE+UySbjFljHahlcOHD486YAqFQmddhjjakaHRJA1nUhY50u/vGzXw+7vR61Npbe3BYjFjNltQlPeIxXYSCHRiNmdSUnIJJSVfoLr6bWKxJcyefS8ezyGOHKln5cpliYB1585DfOc7vYt0+f1+Zs8upLOzm5qa4/T0dKMoEUymMBpNJhZLFrGYj0gkApwcIdm+/T0aGtzYbHZisaMkJfWQkWHFarUCYLEso63tIxSlHUWJoNNFUVVf4n0ZjVb8/t555RqNf9iR3crKSl566W38/hDNza9y9OgbWK1JzJ6dwfLlswYEcH6/H53O8emq5QcTW6L1Jt4P0tX1Kj7fKxgMyRQWfget1siRI3+H3x8EsoEAUIBGE0GjSUVRbicSWU9T0zssWrSMBQuK+eijjzh+/HXS0jzMm/dn+HyNpx29sVgsiaD35EJ5H+J0Xkck8hzd3b9Dq52HRpNCe/tOTKZtpKb6mD//8sRWdaMNgs9VOW5JSclZJUXTfRS2z0ROfRmtmZj0j1eyPJGLevW/9m1tbo4fr8VovJilS2+noKBsyuxLfbpy78bGD7n44nyuu+66cb1vZlrnmhBCjJYk3WLKGO1CK8CoAqb9+/fzxhv7JrQEfbBTJQ3jVRbZP1h56KG7eemlt9mxo5Ljxzfi9QaxWuMsWDCH7Gw9hw+bmT37wU/nXdfh8XThcNyNVqsdMKKckpIyJGC12WyYTBAMxrHZVpGVVYbJVIhGY+TEiX+ktnY9mZkrMZlMifNzOp2kpXWQl2dm1apbSEqyc/BgFS0tblQ1E41Gg9mcjUajJRxuJRo9QVqagUhkH6raux96T08AvR6MRiMNDe8NGSnu/znOmXM3Cxc6aW7eS339ByQnN3PrrdcM+BxbW1s5enQ3hw4F0Wis6PXgdKZQWno9TmcpTqeD7m4tSUlOYjEPitJDV9cBVDUXuAeN5iPgWVT1EnS6XCAPRbESi23AYvHQ2bmXWbO6yM5uxGzOoKPjxVGN3rhcLkpKeoPesrK15OYuoKXlZbq6AjidK2lufgPYTHOzil7fSkaGSnf3bH7/+71s2LB31EncuSzHvfde03m/LdBEzRUe6zlMdtI/EcYrWR7Nd43JpOL1ek85jWKw/tc+L+9O6uvXA0uIxy/m0KEOkpO9uFxTY1/qySz3nimda0IIMRaSdIspY7QLrRQXF2M2bz9twLR16248nrIzGnEb71Gi8SiLHCmQvu22a3ngASterzdxvg6HA6/Xy7/+64vk5CxFo9ESifiJxcBg6A1Y+48ow9CANS8vj1Cojc7Oi5g9+6EB51VQ8DdUVv4dXm8QVV1ILGZJBGuZmUdJSpqLzabDbk+lrGwuPt8h3O5PsNsLgA4MhjBtbS+Rl2fhwgs/z5Eju3G712GzXYbX6yY93Utj4+u4XEcHBH4jfY75+ZeSl7eciop1vPzyO5SVlaHVaqmsrOT557cSjV5MNLqCrKzLicXcNDdvwetdzyWX3ENycgt5eQG6u714PG9iNGYSjYYAB7ASnS6fePxVtNpDgAGNJoZG48dicfJnf7aCrKwsAObOnYtWq03sQ36qe0ZRFNxuN+Xls9i2bQMvvPAm8biLSCSK3/8cbrdCcrKZsjIXWVl6urqcmEzXU1BwxZiSuHNdjnv48OFJ2xZoKozsTvRc4dGYCkn/RBmvFbBP911TUfEsUMEvfwmRiGZUnRaDr73XW0tHRzfp6fdhNOYm1qpwOp1TpgNKyr2FEOLckaRbTBmj7XkvKio6bXI+a5aG5mbIz1815hG3sY4SjSbYH03SUlHxK7Zt24bD4RhynFMH0s/zyCNrWbRo0YDj1tTUDAhQTSYbej1Eo22YTHmJEeW+kerBAWtDQwMWSy5pabPxeA5htxdgNFrp6QkQDCrk5l6OTvc69fX/ndh7e8mSVG699Uu89NLbievjdKZTVmbj8OH9dHV9Qnf3JzidddhsbaSmXklW1iIcjnwOHnyRhoY30OuDOJ25LF06a0jgN5by0oKCAl588U3a20u4/PKr+fjjCtrbD2O3F5CefjctLc+wZcu/cdllBdxyy1/yzjsf8vrrL9LWZkNRIkAUna4NKESn+wpGowetNoKiKPT0bEajOc7mzTuIxzM/vU+2J+6TUwXRffeX16tw4MBxKitbCIVKsVoXYDbnYDR2oCgfMXu2h2984z4+/vgT9u/PPqMk7lyX4wKTsi3QVBnZnei5wqczFZL+iTReK2Cf6rumouJZGho2kZe3Bpfr5lF3Wgy+9v07OQevVZGSkjJl9qWWcm8hhDg3JOkWU8poe95Pl5xfdtlifv/7vWMecRvrKNFog/3TJS2hkIZ9+47w4x+3YbFkDjjOmc6THRygnpw3vAWn8158vjqys804HI5hA1a/34/JlMKKFSs4cqQej2cvfj/o9ZCdbWbevLW0t3v58z+/lNzc3AHBmlarpb5+Pdu3/wfd3d34fHHC4TDBYBNpaS18/esPsHz5cl566W2qqp4kHIbZs1Uuu6yQyy5byqJFi4YN/MZSXto/CLbbM1i2TENV1bF+78OGXh/k7rtXcdVVVzF//nzKy9/ljTfe5803/QSDtajqO+h092I0JqPTpaGqKtHoHjSaT1AULy0tiykru2nUgXnf/dXeXswFFywgEnkTo3ExFstFGAytzJ+fT1bWxdhsd7N791P88Y8b6eoyUFR0ZkncuSzHNZuhuLiY0tKqc7ot0FQa2Z3IucKjMdlJ/0Qbz5Lo4b5rTCYVqCAvbw3Ll391yN/aQ4f+wFNPPctnPnMHDodjwN+owdd+cCfn4MqiqbQvtZR7CyHExJOkW0w5o+l5P11ybrFY2LBh75hG3MY6SjSWYP9USYvb7Wbbtm34fAYyMj5HTs7SAce5667LziiQHi5AnTdvNW737zh+vI60tFnMm7cCn69h2IDVarUSi3UTCLSxYEHvFjc9PT2YTCYcDgc+XwMWi4bS0tIBv7dv5d7y8nQ++uhPdHQsxmxehNmcQkZGiOTkZnbtamDFCi3f/e4jYxphGUt56eAg2OVy4XQ68Xq9RCIRdLoyWlsPEQgE+NGPHkt0nFgscygqOsbRo8eJxV6k9yO/lnjcSjS6H0V5Da12G07nlVx88ZcT53u6TpCB99daVPUTOjsHlp+63V2kpaWxbdtOmprs7N1bg1Ybo6trPfPn34zLNTB5PF0Sd67KcfuS6aKionM6T3SqjeyO1+d9piY76T8XxrMkevB3jdfr5Ze/BJfr5iF/az0eD83NyezZs49Dh7pIT08Z0ME6+Nr37+R0ue4bUFl0Nh1QU2EahRBCiLGTpHsKkC/RoUbT836q5FxRlDGXIZ5J6fJog/2RkhZVVamsPEpHxwlKShaTl7cMjUY74DivvPI2oZD5jALpwQFqOAyzZgXJzt6F2dxMR0fFsAFrZWUlGzb8iRMnqvB4NpCaejUul4XS0jmkpKSM+Bn2jfxXVnayb99uvN7F5OZeRWFhDllZWTgcDoDE5/Od75SMaYRlLOWldXV1QxIgjUZDSkoKAF5vPT09Xtavf5+enmWf7pfdzoEDG+nomINWWw94iEb/i3j8D2g0KWg0fkymNuz2VC677CtD2umpOkEG31/RaGhI+WlDw0e0te0hHs/Fbl9NNLqHeNxFY2MKfv96li1bOyDxPl0Sdy7KcQcn0+dynuhUG9kdr8/7TE120n+ujGdJdP/vmoMHDxKJaIb8rXW73ezYcYju7jz0+mLy8u7Das0YsnL/wGuvpbT0erze9bjdfyQadZGXZwJ8VFT86Yw6oKbKNAohhBBjJ0n3JJMv0bMzUnJ+JmWIZ1q6PNo52rfddi319c8POJ/m5iMcO/Ya6ekRSku/hEajHXKc2todQPyMA+mysjLmzZvH9u3baW1tJTMzk0suuYSmpqZhA9b+I/gXXPBNPvnkffz+49TVFdDZuZcFCzIIhSqHfIaVlZX87GfPUleXh8k0j2g0THr6A3i9cY4ebSE9PT3xWZ1pMjSW63q6BKi+/gPC4UYMhtspL78Pj6eKnTs3EgwWU1DwJczmBkKhnQQCVUSj27BYusjKSmPJkovxeFIoKBi+fY7UCTL4/jIYLAPKTw0GK52dAWy2TPLyFhCJNJCUZCI5eTadnXMIBi1UVb2F01mCRqNNJHEXXuhAUZRhV1me6HLckZLpczVPdKqN7E7mitAw+Un/uTQRJdHDdVqoqkpV1TGCwXQcDgfhcBIWS9qQDtbvfKdkyLVPTZ1Nefkqdu/+LRpNFybTLDo67GfUATWVplEIIYQYO0m6J5F8iU6ssY64nU3p8mChUAf79u3mxz/uwmJJTXSm3HzzUg4cOJo4n1CoE7v9OCtW/MuQ0mHoPb5O5yAnJ0J9/ZkF0kM7dg7ywQe7uOOO61m4cOGA5w5XrpucnEVV1Zu43Vtpa6vj4MEg99xzKXfccfIzVBSFX/7yt2zdakKrnUMgcAKPx09qqhmXK5NAgAEr955NMjTa63q6BMhs3kM0mkFBwRWASlXVmwSDxbhcve87I8NOMBjm+utv5ejRF8nO3svnP78Wu93O//3fu2PuBBl4f+VgtbpIT0+hqam3/LS7u4NoNIrdXgiAz7eV7Ow0SkpW8PHHlXi9Lpqa9tLefgSDIYmGhq3odB/idtt59NFnRuy0m8hy3FMl0+dinuhUHNmdzBWhJzvpn+6G67Twer14PGHs9jJ8vtfJzk7F4ej9Wzu4mmKka3///RewbNlCMjMzz6gDaqpNoxBCCDF2knRPEvkSPTfGkiScbelyH7e7km3bfofPdyEZGfeTkzOvX2fKbh566G4eeMDabw7h21gs6cOefyDQhsWiYc2aa9iw4cMxB9Jj7dipqalh164akpPL8XprcTgKcLnKcDpL8HrraG8/QiDwGvfddyuzZ89OvO69997j9dcrUdWv4XQuxWwuwOc7is/npadHi8vlwuNpT6zc25cMWa1WampqxjwaOtrreqoEaP78yxOL7fXfw7zvuvcufKQhHA6jqrPZvXszweA7pKU5aG2toK3ttQGLLQ13n/Q38P5aC2gpLb2Orq7ncLv/SCBgR6+PYDTGcLvXkZR0mNLStbhcmSxbpqWiopLjx09w5Mh/kZmZSV5ehOZmPY2NC8nPX3XKaztR5biTbSJHds9m2s9krggt20CdueE6LYJBlVCojZ6eV7Baj1FaunZARdLgDsSJuPZTbRqFEEKIsZOke5LIl+i5M9okYTxKl1VVobLyDTo6nBQXX05e3nwAFCWZ9PTV1NYGeOmlt/nudx9JzD3/4INdp00arrrqKnJzc8cUSJ/JwnC/+MXT7N5dg9X6AQbDhzidKZSWXo/LVUZKShHJydkcPvwhgUBgwO95+eW3CAZTmTXrcnQ6E6qaTHJyBt3dlfT0XIXXGyEpSSUSiSTeV15elD/8YSOHD/vGNLUiFosNKJVfvnw5ev3If8pGCoLr6uoSi+0N3sMcoKcnQCwW5tChGqLRgXM529rW0dDwCtu3w/z5N42qE2Tw/TVv3lyi0SwKCxdTXf0COp0Hg0GD3/8J2dl5nybcvZ+Dy+Vi0aIQqalFfPWr11BcXMwf//gSDQ1Zo+60m0rJ8niZqJHd8Zj2M5mft2wDdeYGd1q0tweIxY6QkbGYRYvWDqlIGq6aYryv/VSbRiGEEGLsJOmeJPIlOjWdbelyU9Nujh3bR1raLZSVzcXj8Xy6TVWYWAwUxU5z81tccskCrrnmmjEvUDWaQLpvhK6qqopdu2ooLLzztB07oVCIxx5bT23tXJKSlmKzrUarDdPcvAWv9+QCXsMFmHV1dTQ09GC3pxOLudHp8tBotDid1xOJrCccjuL15mIyhenpcVNR8R463Q6am2M0NCwgP3/tqKdWvPrqqzz22NMcPRolGjVgMESZO9fAI498nltuuWXE6zpcENy/4yQnZ/mA+dWqquLz1RKL+dDpSnE4UgbM5Vy+/Jts3w7wDh5PE42NmlN2gvRdk1gsxkUX5fHssxs5eDCLAwda0OmizJ2r5557buPgwSMcPZrHRRc9iFarS7xeVVUaGz/k4ovzue6666irq6O62kt+/j3nfafdeI/szpRpPzOxk+Vc6f+31uv18rvfbeDEibk4naUDnneu5slPxWkUQgghxkaS7kkiX6JT19mULodCrdjtUVasWAHAjh2HPl2AZz4Gg5VIpIPGxj/xv//7Arm5uZSVlY0paThdIN1/hK6lpYvq6ho6O0+93ZTX6+W1197H4ynmoovuJRzeQX39MRyOImy2G/D7Faqq3iI9vXjYANPv96PTOcjMtNHauiUxJ9pqLSM3dy1u9+u0tb2Aoujo6VnI4sWptLVZaGy8YExTK1599VW+851f4PWuIiPjVpKSiggGa6ioeJnvfOcXAKdMvAfr3+HR2KiQnAwdHZuw22/B769Hr28mHrditxcOO5dz/vx78Xj8/MVfXJtYLG+4+6T/NWlr83H8+AnM5hRWr15Fbu4cotEevN7j7NlzlJtvvpxodDeVletP2QEjnXYDjcfIrqIo1NTU8MQTT1Fbm8dFF61NdHzItJ/zT/+/tUajkccem7x58ufTAnlCCDFTTWrS/cEHH/Bv//Zv7N69m+bmZl588UVuv/32xONf+MIXePrppwe8ZtmyZWzvHWKa1s7HL1FFUaitraW7u3vKlzuOdpRo+H1e38ZiUThwoHfFW5drQeL6ajRh0tIK6O5OHxC8j5Q0AKOe8zx4hM7hMFJfv5nGRt8pt5vy+/2JqQ7t7e0Eg0E6Oty0trZgNFowm5OIRCowmf6HwsLOIQGmzWbDYtFQULAUv/8D3O512O0rMRoz0OmS0evtZGb6+fa37+fqq6+moaGBf/u3P5KRUQSowMl7f6RR2lgsxmOPPY3Xu4rZs7/Vb2/sMpKTSzh+HP77v5/hhhtuOGWp+XDXr6/DY8cONy0tu2hpqSIv72Jycmaxf38VXu+p5nJqcDgcQxakG+6a5OXdRX19DaoaRlHctLU1kp6+gKyspeTlLaeiYh0HDx7joYfu5qWX3j5lB4x02g11NiO7fR0ju3Y1sHt3LVarSiTy34mpFXD+VRCIkyZ7nrwskCeEENPfpCbdgUCARYsW8cUvfpG77rpr2OfccMMNPPXUU4l/G43Gc3V6E+p8+xKtqqrinXe2sHt3M6HQzNoarX+w3zdHe+vWN3G75+BwzB+wJ3ffitTFxbdRWfnUgOB9cNIwlnmlw83fVlWVnJx8mpqSRtxuasmSVGw2G+EwBIMadu06RDDoIiOjAK83QCjUg9cbR1WPsmJFjEce+Zshv/tkB1ILl1xyD9XVb+HxPInfDzqdisVSxzXXLGPFihWsW/cyH310gn37PKSmvk5NzY4BiQ0MP0q7bds2Kiu92Gyl9PTUYTIVJBJgrVaLy3ULR458xPbt21m5cuWYrl//Do/9+/ezdeseWlr20NGxdcxzOU91TbxeLx0dcZzOZZhMViKRDVRVvc1ll5Wi0WgTCd3991v57ncfOeWo7fnYaTdR+neMWK1XYLV6sNmKaW7eNmBqBZx/FQRnaqyL0PV1yLa2thIKhSgsLJxy332TPU9+shN/IYQQZ2dSk+4bb7yRG2+88ZTPMZlMZGVlnaMzOrfOly/RyspKHn/8OYzGMtLTb8JqzZyWcyRHo68zZd++J+jsrMFimYWimOjpacPn25pYkTo5OYumppGD97HOKx1uYT6NRkNp6Ry83kOfbje1hxMn3kdVFdrbKykoaOf22+/DYrFgMqkcPLibzk4nihIgGOxAUVR0OgWTqRtFsZOVlUtJScmI77m+fj1uNyxceAexWPjT1c4rKSiAq6++mMcffx6Pp5iMjGtJSWlCr8+juXnfkMRmcDLbu8DbM7S39xAK7aSjYy9JSSk4nddjtfYlQ0V4PHpaW1vP+LoVFRVRVFTEzTffzPbt22lpaeGttyK0t88+o7mcg69JJBL5dLE2KxqNhqSkMk6cqMDrrSMlpWhAQne6Udtz2Wl3Nqt4T3XDdYwYDF602lRcrvtwu9cN6Kw6HysIxmqsi9D1Pb+6uou0NDsdHT5KSqZmh+xkz5Of7MRfCCHEmZvyc7o3bdpERkYGKSkpXHHFFfzrv/4rGRnDz2MEiEQiRCKRxL99Ph/QG1wpijLh5ztWJSUlfPvb86ivr098iebn5ydWtp7u+oLa9vZili1bic+XAWix23OYP38tlZXr2bjxLebNmzdlAgdFUYa9HqNVUlLCV76yhmPHHiMQ+B+CQSt6PeTkpFJaeg9OZwk+XwMWCyQnJw+5zv0/s/nz1/ab8zzyZ+bz+YhEwGp1AieP53Kls3z5fHbu3MmRI/t49929GI3ppKVpKSmZjaqq5OXlkZUF77+/hVjsalQ1B5OpDJ3OSizWjd//vyQlhTh8uJ3a2loKCwuHfc8PP3wPGze+RXX1U4lge9WqVNasuYeXX34n8X4Aamt9tLREcbnuob39Oaqr38LpnAdoaGzcyuLFqeTl5VFRUcHjjz9Hc/MFmEyLMRpvQ69XCQa30ty8npyce7BaSwmFTmAyxcnIyDirdlNVVfXpe+hNGCIRHS0tzxEItDJ//lqSklwEg24aGj7E5TrMbbfdk7hmgw2+JmazEaNRJRbzo9cnYzA4UBTo6fEBCsFg64j3xHAGfuZP0tR0stPuttvuoaSk5Kz/hgz+PMxmKClJ4fbbr6O0tPT0B5jiamtrqa7uIj//LjQaFYfDhstloqWlBqezHIfjMjo6fo3PV4vdXjDg3pwJf5/HW1VVFY8//lxiOoXV6iIQcLNv31YaGtbz0EP3DLhvBj7/TnJyQKOBffs+HPb5otfgjr7h7sWz/R4Tk0tRFFRVlb8zQjD128Noz2tKJ9033ngj99xzD4WFhZw4cYLvf//7XHXVVezevRuTyTTsa374wx/yj//4j0N+7na7CYfDE33KZ8xisWCxWADweDyTfDbjp7W1Fa9X4YILFpCU5P30pye/+C+4YAFdXW9z6NAhMjMzJ+ck+6mvr+ejj/bQ2BigpweMRsjNtXLppUvIz88f9XHKy8v53OdupqpKh8u1EIPBgtXqove9t9LVtZ2LLsrBZDLR1tY24LV9n9miRQuxWNyf/lQhEHATjYaYMyeLzs7mAZ+ZqqoUFdkxm49isTgHnY2XgoIQqakXMm/eFTid89Dpong8laxb9yZr1gRYseJCdu16HkU5isWSi07nJx6vJxarRKczYDSuwWCooKWlJXGfDpaWlsYXvrAWt9tNKBTCYrHgcrlwu91D3s/KlWlUV9cRiQTJyppDPN5IT88WQiE3paUtXHPNStra2njnnS0YjWXcfPNKkpO34fMdJjm5DLiSSESH2byV9HQHra2bWbq0iNmzZw/5PEervr6eV17Zis+XS3HxNZhMDiIRL7W1uwgE9tLT82tU1Y7RCKtWJbN8+U2kpaWN+PsGXxO7XWXpUi0dHVWkpBSQnt5Eaamd7GwVq7WVrq5tlJbaaWlpwefz4XK5Thskj/SZa7XaM/4cTvd5tLVVJO6bsbSJqai1tZW0NDs5OaDV9n5e/e9NiyWFUCgZg6EKr3dn4t6cSX+jx4uiKIn2unz5KnrXaugiNdVAXt6V1NXpePfdraSkpCQ6lQc+XyUpyUtenmPY54vRG6/vMTF5FEXB6/Wiqqrc/+K8N9Xbw2innE3ppPvee+9N/P+CBQu46KKLKCws5LXXXuPOO+8c9jV/+7d/yze+8Y3Ev30+H/n5+bhcLux2+4Sfsxiora2NmhofxcVzCAa9+Hx9iWevWMxBTc0GNBrNKSsYzoWqqiqeeur1T0ddbiI5uXeUZuvWrVRVvT7mUZdrr72c6urnqKpKJi/vMiKR1MQoqdN5mKuvvmfYqRMnP7O5RKNGPJ4qqqreor29i1gMtNo4sI/LLpuTWMDL6XTicLzPvn0HKStbO2Ae+datxzly5BjFxXmkpd2IqmqJxcDhmE9l5Xoslm2sWHEhx461oihNxOMbUBTQaiEpKZX09BuIxxW83nfo6ekhFAqdcvRk8Htqa2vj0KF68vIiWCwh7PZ8NJoM0tNTqao6htvdSVfXDnp6jnPppSXcdtv1lJaWUltby+7dzaSn30R3dxZ2+0I+/ng3kYiBpKRitNolhMP/g9F4jPT0Ch588KtkZ2eP8ar3UhSFX/96HVVVWZSV3UU0qiEaBcglO7uMigoDSUlHeOCBq3A4HKMaNRrumpjNOurrD3HkSBtz5hzB71fp6HDw4Ycv09X1FllZ2ezb5xvziPJ4T8E51efhcJQl7ptvfevBKfkFOFqhUIiODh8aDdjtfX9/Tt6b1dUHCAY/RKNp5KKLihL3phiqf3v1+YZ2oGq1y9m169fcckuEwsLCYZ6vAJrEd8Tg54vRGe/vMTE5FEVBo9GMqvNViJluqrcHs9k8qudN6aR7sOzsbAoLCzly5MiIzzGZTMOOgmu12il5oWY6u92OyQSBQDupqQZ6E+6T1yEQ8GAy9T5vMq+Poihs3PgWbnfxoG2s8ikr690q6KWX3qa0tHTU5zl//nwefrhvzv6vE+W5ixefes7+yc/MQyTiZ8eO5wgGi3E47sZgyMDvP0pHh8pzz22huLiYsrKyQXN8T2431dx8hKNHXyc1NUJJyZfQaE42eY0GcnN7F++68MIgDkcG0eidOBzpxOPd6PU2TKYCQENr6x60Wi3PPfcqPp91VHM1oXe+5u9//yIVFSc4fPhZLJYknM6UxOJpl13moqHhEG1tOXz72/ewYsWKxOfb3d1NKARWayagZd68ElRVw44d++joaCQWi6MoByku1vG97z08pu3CBuubf52XdzcajW7AYxoN5OVdTkvLEVJSUkY9p3O4a5KSkkFZWSr79r2EqrZiNGo5fvy/6Ow8RkrKFcyefd+g+fvPnZM1DwbP21YU5ZSfR99909DQMK1X8S4sLKSkJIW9e7cOaPdOZwYrVjjZtesQ8+aV8Fd/9VWKiorkO+QUBrfXwZKSMmlo6H2eVqsd4fka+r4jBj9fnN5EfI+JyaPRaCR2FeJTU7k9jPacplXS3d7eTn19/RmPZolzr2+V5X37tpKXd+WAx6bSKsvDLUTW52y2Chpu4Zu8vDwaGho4ePDgKVem3rNnMx0dbQSDxYm9r1VVJRKJM2fOzYTDx4dsOzZ03/BO7PbjrFjxL0NW34aTqzFrNBpmz87gxIkT+P0m7PYCjEYrkYgfn68OVa2gpyfI8eP5lJbeedqF3eDkYnBtbcWkppbT2ZmPVuukuXlnYvE0p7MUn+8gK1bMHpBww/DbYhUXFzN37lwaGhpoaztCLDaPxx//JnPnzj3ldTjdYmATte/1SIsl3ndfCkuWLCMrK4vf//4FDIb7KC9/YNR7lo+n4Ra+SkkJ0tYWo7BwZu8DfroF6QoLG/nLv/w8s2fPnuxTnfLGuo2dbHs3/ibqe0wIIcTZm9Sku7u7m6NHjyb+feLECfbt20daWhppaWk8+uij3HXXXWRnZ1NTU8P3vvc9nE4nd9xxxySetRiLvqC2oWE9dXU6tNrlJCVlTrmt0SYq6YKBK95WVlbyk588fsqVffs+s0OHfsmxY52kpX0HVY0TiQTw+epISmqnrKwcozFvSAA18r7h6cOeW19gW1xczLJlVYTDHUSj3bS378XvB70eMjMNnDjxEQaDiblzb8Zmy0Gj0Z4yMexbDO748Syi0dl0d3fQ2XmC9vYQNttiwuEQ+/atJzt7Li7X0WHvgZG2xdJqteTn5+P3f8iSJaWnTYhGs5ryRCYAI3W8eDweQqEQra1aCgqumJQgeaRV8quqXuD48ffJzKxk1qxFQ143kxKi82UXiYk21m3shj6fUz5fnN5Efo8JIYQ4O5OadO/atYvVq1cn/t03F/vzn/88TzzxBAcPHuSZZ56hq6uL7OxsVq9ezbPPPjsjAr3zSVlZGQ89dM+n+3T/moaGqRfUnotRl7FsA1ZWVsbatas5cOBZYrFG2tvb0OshO9tMaWk5LpeLWCwybAA13L7hpwuEi4qK+m37lcysWYvQ6ey0t+/j4MF1dHTUk5a2kM2bfzugPHykxLCuro4dO2pobr6MWCyZtLRybLYgra1V+HxVQIRodAeXXRbni1+8f9h9x+vq6igvn0VFxRYOHVLIz798zNtijeYz71vlOzU1TFXVG1x00ZcGHHM8EoDBWw31rXQ5mUHycHu7Q+8o+0UXPUhd3V52795IYeHCcf88phrZiunsjXUbu8HPz8+/DKtVg8/XQH39h1OmQ3Y6keoBIYSYuiY16b7yyitRVXXEx998881zeDZiIpWWlpKSksKaNRG6u7unXFA71lGasTpVgjPSaPGiRYu48MI9GI05GI1OTCYTDocj8drRBFBjCYQHjvg9T2Ojm+PHa1GUC0hLu568vLXE4+00N28ZsLf2cImh1+vl+PE2YrE5ZGQsQKPRYDLZsVozCYe7cLv3YjC8x/333zFsWXr/kelIJEQotJHjx3diMqWMusNmNJ/5//7v70hPT+fwYR9tbX6OH99IXV0jS5bcRkFB2YRXZExmkHyqUlStVsfSpZ/lo49+yq5dv6ak5PoJ2wd8qpjsPZhngrFWDfR/fnV17+4AHR2+KdUhO51M9PeYEEKIMzet5nSL6U2r1VJYWDglA/WxjtKM1ZnMtSsoKKCsLJW9ew+cVQA1lkC4b8SvpqaGn/3sf9Fqb2fu3DvZvPkA8XgUkykPl+s+3O51VFW9hdNZMmxi6Pf7CQSCpKRYBpy3RqPBYknF4cjE640RCAQGnOtII9N1dZsxmXaydu1iFi1aNKoOm9N95hZLGa+9tp65c1dTUvLnOBwmjMYtVFe/wPbtj9LWNpuMDPuEJgD5+fmTFiSfbpQ9P/8yWls3MG/eUdrbG6TsWozKWKsG+p5fW1tLa2srmZmZU/Z7Yqqb6O8xIYQQZ06SbiE+NZFzO8+kjHg8A6ixBMJ9q0N2dpopLb0Bmy0Vp9NMc3MtLlfvqLXdvhKP50m6umppato+JDG02WxYrTFCod3YbKVDkslweC9Wa3xAon6qkeny8geoqNDyySfHWbhwIYcOHTptMH+qz1xVVerrfQSDKdhsF3DgQCMeT5hYLB2j8UtEIq/gcvl59NGHJnTV6vEOkk+3YFx/VquVWKyL2trNpKXNw+EoQKPpv7NAGxkZLv7qrz6HVquVsmsxamOtGujrkLVYLGRkZMj9dRZkjQIhhJiaJOkW563BCUpeXh4Wi4Wbb17N5Zf3/szhcIwpyRgp6TnTMuLxDKDGEgj3T1g1Gg2lpXPweg/hdn+C3V6AXp9GKBSksnI9c+aEhySGDoeD2bMLOXFiP263Drt9JUZjBj09bfh8WzEY9jNrVgEOhyPxmtONTCclZfL8879n9+5G9Prk025ZdqrP3Ov10tLSgslko6KihXi8HIdjPgaDlWg0QDissGPHzzl+/PiEr1w9Xtd4NAvG9X/uCy+8wYkTTbjdfyQtLR+XKzUxV3/wfH9JgoSYPmSNAiGEmHok6RbnpaHzhrsIhRqxWDIwmVwDEpbRBiqnSnpKSkrOuIx4MgKo/gmrzZaLwWBg7tws6uqa6e72EA67icUOc+GFFwy7EFpBQQHLls0jHI4RjbbQ3v5kYjX07OwU9PpMli83DHi/pxqZdrsrOXhwEx7PhSxYcBdFReWn3bLsVPMbw+Ewfv8BjEYtsVhZYt45gMlkJytrFSdO/IFXXnmbq666asKD1bO9xmNZpK//cy+44O84eLANv7+306Oz848sXHglwWCrlKIKMY3JGgVCCDG1SNItzjuDE5RgUMO2bdvo6DhOWpqHyy67A4sl/ZQJ3emOOVzSczZlxOc6gOpLWDdvfo1o9ALa2yPEYqDTgdWqkpxcx8qVF/KDH/w9ev3QPyP9y6bd7rkUFS1DpzPQ1VVHV9dhnM5Wbr31K6fdlxtAVRWqqt7E7y8kNXU26emz0OmMp93L+lSl23V1b2I07gRuICVl1pCR9WjUjc3mpL4+cs72tD3TazyWRfqAIc9NTnZTVXUMt3s2bvcJDhz4T+6++yruvFNKUcWZG8tUByGEEGKmk6RbnFcGJygA+/fvIBYrZfbsu/B4nuXw4U2sXPnwKRO6Ux2zL+mx2XLIyVlOZWUdTz31R37wg/83bebaabVaLrhgLr///S/wervIyFiDzVZEMFhDff0rOBxbuPzyv0Sr1VJTUzNsYN2/bHrHjm0cP15LIKDHak0iKSmDl156O7FqOvQm+sXFdrZte4GCgisxm+04HAV4vXW43R3EYnOwWGKoqoqqqmg0mlPuZa0oChaLhRtuuJCtW/fQ0lJFY6MGsxlWrkwhPT2fTZva0euTBrx3VVXx+baSlZWFTueb8nvajmWRPmDIc10uF06nE6/XS3u7g0AgzP333zbhZfVi5hrLVAchhBDifCBJtzivDE5Qurq68HjCOBzz0Wq1iQXCvN46UlKKRkzoTnVM6C2Hrqp6E4+ni1AoyNGjh1HVf+ZLX7qP7373kSk/AqQoCgcOHCUv70oyM3W0t6+ns7O3PLykJAW9/kreffcj9u07zOHDvhED67KyMhRFoaKigezsW8jPX0V29lyCQfeQSoLq6mo8Hg9Hj1Zy4MA+bLZ0srIygRA1NbvQ64vR6Yxs2rQfp9NMaekcXC7XsIvQDQ76TSbIylJZuXJJYvXz9957jx07/ovW1qdJS7tuwJzzpKTDFBSsQlU/mPJ72o51kb7hnqvRaEhJSSE5uZzDh5OHrCovxGiNZaqDEEIIcb6QpFucVwYnKJFIb9m0wWAFwGjMwO+HSKQ3QRkuoTvdMd3uSnbsWE8wWIzDcTc2Wxptba+xf387jz02eUHnWMo9+zoSysu/jM2Wg9dbRyTix2Sy4XAUcOLEAV577R+ZO3c1paVfHjGwVhSFl156m0hkKZdeOnLps6IoPP7483g8C7n00nupq/PR0tJCRcXHhEJvo6rZZGbOx+VaRDQaoLm5Fq/3EMuWlWM0hgcsQjdS0F9Ts4Xu7n0UFxej1Wq56qqruOmmd3nnna0Eg3X4/ZpP55ynUlJyD273/mmxp+1YF+mbrH3Bxcw3lqkOU62jUQghhJhIknSL88rgBMVkMqHXQzQawGSy09PThl4PJlNv0jGaJGTgomM5VFW9STBYjMvVG3SGw14sFhdlZdfQ1PTGqMrVx3skfKRyzzVrrsbr9Sb2x12+fDl6vX7Q6uVaUlKKEsfqv91WQcGVieRtuMB6NKXPFRW/oqNjPR5PaSJQLypS6erq4qOPUqittWO1HkCjqUSjWYzJZMflWoDb/QmVlUdJSzvO0qW9yfHpgv5Dh/7AU089y/3330YgEOCKKy6hrW0TnZ2pOJ3lOBwF6PVmGhu3TZuFxE61YNxwi/RN1r7gYuYby1QHWeRLCCHE+USSbnFeGZygOByOxB7UTmc5Pt9WsrNTcTgKRp2E9D9mTs5yPJ4uHI7eoLN3fnAd2dlmUlJS0GpPHXROxFzIkUZ+X3vtWZ544i9RVTMaTRoGQ5S5cw088sjnWbBgwWm327LbnZjN9gGPDQ6sR1P6fPiwl64ulXnzViUC9b752pGIgdzcuwgEWtDr9+J2axPbj5lMWo4de42cnBC33/7lxPzykYJ+j8dDc3MyO3Z8zEsv7SEa1WK1xnC50tDrm/D5jhCJuKbsPPuRjHWv7/HcF1yI/sY61UEIIYQ4X0jSLc4rwyUo8+bl4XZv4/jx10lL8zBv3p/h8zWOOgnpf8zKyjpCoSA2WxrhsBefr46kpHZKS8vRaDSnDDrPZC7k6UbFRxr5bWkJUl2dRSBwDampMWbN+h6hUB0VFS/zne/8gh/+8Kun3G6ru/sA8+Zl4XAM7Yzo/x5HU/qs1UZQlOQhgXpf6b/NVkQk4mL+/MW43SfweHq3H9Nq49jt+7nnni8nPpeRgn63282OHYfo6HDh82Wj119HauoFhEK78Xj2k5XlwmZr4557FifmfGu12mmzAvNY9voez73fhehvrFMdhBBCiPOFJN3ivDM46QiHYdasLrKzGzGbM+joeHHMSUjfMX/96z9y9Ohh2tpew2JxkZ1tprS0HJfLBYwcdJ7JXMjRjIoPV+6pKAo7duyjp6eQtLRVxGK/Jh53Y7eXkZxcwvHj8D//8zv+/d+/T339C8Nut2Wx7CM//5toNEMT0P7vcTSlz2VlLpqbNUMC9b7S/2CwBr0esrIWUVKyJjG/PBLxE41qWbRoUeI1wwX9qqpSVXWMYDCNaDQEJJORcQkWyyxstlLcbh3xeCvh8GIqKmpYs2YNWq122q3APJa9vidj73cx8411qoMQQghxvpCkW5yXhks68vLyaGhoOOMkpKysjB/+8P8B/8z+/e2UlV1DSkpKIvA8VdA51rmQox0VH27kt6GhgY4OBau1BL3eTk8PxGK9I+9arRaX6xaOHPkIr9c77IjoypUpFBcvpLGxJbF1V5/B73E0pc+f//y9vPTS20MCdYfDQXq6icOHX6GkJAWHoyAxv1xVVSoq1rFkSdqAz3K4oN/r9eLxhDEaZ+HzrcPhyMFsLkx8tn0r1hcWXkJl5RHq6uoIhULjXnVwLoxlr+9zvfe7mPnGOtVBCCGEOF9I0i3OW8MlHWebhOj1er70pft47LH1NDW9gVY7uqBzLHMhxzIqPtzIb3d3N/G4FoMhhXi8Ba0W9Hpbv99VhMejp7W1lZUrVw47IlpdXc1jj40usB5NObNWqx02UDcYDuBwbEGvvxKfr/G0n+VwQX8wqBIKtRGLHUOnO0RGxiMDRuj7VqzX6010d/fOWX/ttffHvepAiPOBTF8QQgghhpKkW4hxdiZB51jmQo5lVHy4kd/k5GR0OoWenk7i8a0kJ6diMhX0+101GAwxMjMzgeE7J8b6Hk9XzjzS8a68MpWFC/+SAweOjvqzHHys9vYAsdgR0tLmYzBchsEwsMqgb8X6WCyC2dzbsTERVQdCnC9k+oIQQggxkCTdQkyAsQadY5kLeejQoVGPig838puV5cJu76Ct7X9ISdHgdN6bGPlVFAW3+1XKy40sX758XN/j6cqZT1Xyn5+fz+WX9/7M4XCcNoDvfyyv18vvfreB48fn0dk5l5aWWlyuBf1Wl99KdnYKPt8Jli5NxWazTUjVwfmecEyF8ntx7sj0BSGEEOIkSbrFpJnpQfhY59eOdi7kWFcIHm7huDlz6gmH96AoVxGLKcRiAQKBGtzuV3E4tvDww3+JXn/6Pw/jHVj3P15lZSU/+cnjw5Zsj+Y+6X8so9HIY4+tp7s7iF6fSmtrDxaLmXB4LwbDfvT6TFyuo9x++1osFsuEVB2czwmIlN8LIYQQ4nwmSbeYFBKEDzXaku0zWSF4uFHkAwcO8Pjjv+Xo0b/D49FjMMQoLzfy8MN/yS233HLO339/412y3f+z3bGjkuPHN+L1BrFa48yaVcDy5YbEZ6woyoRUHZyvpPxeCCGEEOc7SbrFOSdB+MhGU7I92lFxgJqamgHH6T/aWlRUxE033cT27dtpbW0lMzOT5cuXj2qEeyJNVMn24JLzvs9lcLn6RFYdnG+k/F4IIYQQQpJucY5JEH56oynZPt2oOMCPfvTYaSsJ9Ho9K1eunMi3M2YTWbI92nL4iaw6OJ9I+b0QQgghhCTd4hyrr6+XIHycjDQq3red13StJBjL9mkTaTyrDs7XDqSpci2FEEIIISaTJN3inJpJQfhUWAhu8MjtTKgkONOS7Ym4HuNRdTCVOzgmmpTfCyGEEEJI0i3OsZkShE/VheBmQjnvmZRsT/b1kH2Jhyfl90IIIYQQknSLcyw/P3/aB+FTeSG4mVBJMNaS7ZGux549m6moeJJ77lnFokWLJjwJln2Jh5LyeyGEEEIISbrFOTZVg/DRliZP9fLtmVJJMNqS7ZGuRyRioqNjNseOVbJ//6+48MIllJWlTnolwvlIyu+FEEIIcb6TpFucc1MtCB9LafJUL9+eSeW8oynZHu56uN1uduw4RDCYTnr6A8RiGozGG9i7t2bSKxHOV1J+L4QQQojzmSTdYlJMlSB8rKXiU718e6pWEpyp05VsD74eqqpSVXWMYDAdl2sBqtpDe7sOozF5SlQinM+k/F4IIYQQ5yuJOsWk6QvCFy5cSFFR0aSUlPcvTbbb89DpjIlScY+nmI0b30JRlMRr+pdvD2cqlG/3VRIsXtxKe/uTHD78Q9rbn2TJkrYZN8o7+Hp4vV48njAORyEajYaenjb0ejCZbP0qETqpq6ub5DMXQgghhBDnCxnpFuetMykVny7l21OlkmCiDb4ekUiEWAwMBiuqquLzbSU7OxWHo/d6THYlghBCCCGEOP9I0i3OW2dSKj6dyrfPh3LewdfDbl+IVttDd3c14fB+kpIOU1q6Fo2m93pMhUoEIYQQQghxfpGkW5y3znSl76m2ENz5rv/1qKysAo7Q3m5g7tzFlJauxeXqvR5TqRJhNEa7or4QQgghhJjaJOkW562zKRU/X8q3p4v+12P//v2sX/8+kYgLozGZWCwyJSsRTmUsK+oLIYQQQoipTZJucd4621Lx86F8ezrpux5FRUUUFxdP20qEsa6oL4QQQgghpjZJusV5TUrFZ6aJqkSY6JLvwSvq91Vf9K2oL1ueCSGEEEJMP5J0i/OelIqfW+dqrvJ4VyKci5LvM1lRXwghhBBCTG2SdAuBlIqfK9N1rvK5Kvk+kxX1hRBCCCHE1CZJtxDinJhuc5X7RuS9Xi+/+90G3O4SyssntuT7TFfUF0IIIYQQU5ck3UKICTfd5ir3H5Fvbw9QWXmE7GwdmZlViS3IYPxLvs9mRX0hhBBCCDE1TX50K4SY8U7OVV51irnKndTV1U3SGZ7UNyK/d28mTueXyc19BL3+M3R0zGHHjvW43ZUDnm+1ZhAOj0/Jd9+K+k7nYSoq1uH11hOLRfB666moWPfpivrXTYmOCSGEEEIIMToy0i2EmHDTZa7ycCPyitKFxeLCYlmMz/c6VVVv4XSWoNH0Jr7jXfItK+oLIYQQQswsknQLISbcdJmrPNzq4Q6HA6fTTHNzHTbbZXg8v8brrSMlpWjCSr5lRX0hhBBCiJlDkm4hxISbLnOVhxuR12g0lJbOwes9hNfbg6IECQbb0Wh0NDRs/bTke+24J8Syor4QQgghxMwgwyZCiAk3XeYq9x+R78/lcrFsWTnp6Q3EYodpbPwt7e1PsmRJ25RbdV0IIYQQQkwtMtItxCj0bR813qW+E3XcqWg6zFU+1Yi80+kkO7ubyy67kM985g4cDseMvl5CCCGEEGJ8SNItxGn03z4qHO5NFEtLU7jjjuvPKlGcqONOZVN9rnLfiHx9/XoqKtaRl7cysZ94Q8NWXK6jfPGL987Y6yOEEEIIIcafJN1CnELf9lEeTzH5+XcnErC9e7dQX7/+jEuLJ+q408FUn6t8LkbkFUWhtbWVtrY27Hb7lOp4EEIIIYQQ40uSbiFGMNz2UQB2ex7z599HRcU6Nm58i5KSkjElTBN1XDF+JnJEvq/CwetVqKnxYTLN/AoHIYQQQojzmUT0Qozg5PZRqwbM7YXeFa3z8lZSWdlJXV3dlDiuGF99I/ILFy6kqKho3BLuxx5bz759mdjt11Fc/F2czi+zd28mjz22nsrKynE4cyGEEEIIMZVI0i3ECIbbPqo/qzWDcLj3eVPhuGJq61/hUFa2FovFiU5nTFQ4eDzFbNz4FoqiTPapCiGEEEKIcSRJtxAjGGn7qD6BQBtmc+/zpsJxxdTWV+GQl7cSn89HV1cXXq8XVVWlwkEIIYQQYgab1KT7gw8+YM2aNeTk5KDRaNi4ceOAx1VV5dFHHyUnJweLxcKVV17JoUOHJudkxXmnb/uo+votqKo64DFVVWlo2EpZWSoFBQVT4rhiavP7/bS1+di3r4ZNm/Zx6FA9mzbtY+vWHbjdbqlwEEIIIYSYoSY16Q4EAixatIjHH3982Md/8pOf8NOf/pTHH3+cnTt3kpWVxbXXXitBqTgn+raPcjoPU1GxDq+3nlgsgtdbT0XFOpzOw9x++3Vjnus7UccVU1trayvHj5+goSGMxbIYm60ci2Uxzc1Wduw4RF1dpVQ4CCGEEELMQJO6evmNN97IjTfeOOxjqqryX//1X/zd3/0dd955JwBPP/00mZmZ/OEPf+Av/uIvzuWpivPURG0fNdJxFy9O4ZJLLiMWi1FTUyNbSc0QiqKwffsBjMYUFMWN0WhDqw1jMtlxuRbQ1naQPXte5IEHUqTCQQghhBBihpmyW4adOHGClpYWrrvuusTPTCYTV1xxBdu2bRsx6Y5EIkQikcS/fT4f0Bv0ygJFk0dRFFRVnZbXoKSkhG9/ex719fWJ7aPy8/PRarVn9X4GH7e1tZUdOw7y299uJRzuTcJLSlK4/fbrKC0tHcd3JM612tpajhzxcdFFn+XQoS10dKwnP78cVbXR09OOouxEVXdx8cWPAEzLdiLE2ZjO3xFCjDdpD0KcNNXbw2jPa8om3S0tLQBkZmYO+HlmZia1tbUjvu6HP/wh//iP/zjk5263m3A4PL4nKUZNUZTEolHTdeTWYrFgsVgA8Hg843pcj8fDli2f4PPlUVw8H5PJQSTipa2tgnXr3mTNmgD5+fnj9jvFudXa2kpamp3c3HkUFdloaNiDzbaNUOgdtFooK7NgMCzFZrPR1jb8AntCzGQz4TtCiPEi7UGIk6Z6exjttOcpm3T3GbyPcd9KvyP527/9W77xjW8k/u3z+cjPz8flcmG32yfsPMWpKYqCRqPB5XJNyQYzmRRF4de/XkdVVRZlZXcRjWqIRgFycTjKqKxcj8WyjW9960H57KapUChER4cPjQbs9qXk5i5Cr6+gp0eD0WgHNHR0/IbMzEwyMobfSk6ImUy+I4Q4SdqDECdN9fZgNptH9bwpm3RnZWUBvSPe2dnZiZ+3tbUNGf3uz2QyYTKZhvxcq9VOyQt1PtFoNHIdhnFyK6m70Wh0Ax7TaCA3dyWVlU/S0NBAUVHR5JykOCuFhYWUlKSwd+9W5s+/D41Gj9WahcuVgapqqKhYx5IlqRQWFkr7EOct+Y4Q4iRpD0KcNJXbw2jPaeqd+admzZpFVlYWb7/9duJnPT09bN68mRUrVkzimQkxvvx+P+EwWK3Dj3DKVlLT3+AV632+BuLxKD5fg6xYL4QQQggxw03qSHd3dzdHjx5N/PvEiRPs27ePtLQ0CgoK+PrXv84PfvAD5s2bx7x58/jBD35AUlISDzzwwCSetRDjy2azYTZDINCG3Z435PFAoE22kpoB+q9YX139a1TVTkeH76xXwhdCCCGEEFPbpCbdu3btYvXq1Yl/983F/vznP89vfvMbvv3tbxMKhfja175GZ2cny5Yt46233pLkQ8woBQUFlJamsHfvlk9Lj0+uWaCqKg0NW1myJFW2kpoBysrKKCkpoba2ltbWVjIzM6WkXAghhBBihpvUpPvKK69EVdURH9doNDz66KM8+uij5+6khDjH+kqP6+vXU1Gxjry8lVitGQQCbTQ0bP209HitJGYzhFarpbCwEIvFQkZGhlxXIYQQQogZbsoupCbE+aR/6XFV1ZM0Nvbu0y2lx0IIIYQQQkxvknQLMUX0lR7X1dXh9/ux2WwUFBTM2JFQRVHOm/cqhBBCCCHOX5J0CzGFaLXa82JbsMrKyk9H9bsIh3tH9UtLU7jjjutlVF8IIYQQQswoknQLIc6pyspKHntsPR5PMfn5dyfmr+/du4X6+vU88oiU0wshhBBCiJlDajmFEOeMoii8+OKbeDzFzJ9/H3Z7HjqdEbs9j/nz78PjKWbjxrdQFGWyT1UIIYQQQohxIUm3EOKcqauro6qqi/z8VQO2RoPe3Qry8lZSWdlJXV3dJJ2hEEIIIYQQ40uSbiHEOeP3+wmHwWrNGPZxqzWDcLj3eUIIIYQQQswEknQLIc4Zm82G2QyBQNuwjwcCbZjNvc8TQgghhBBiJpCkWwhxzhQUFFBamkJ9/RZUVR3wmKqqNDRspawslYKCgkk6QyGEEEIIIcaXJN1CiHNGq9Vyxx3X43QepqJiHV5vPbFYBK+3noqKdTidh7n99utkv24hhBBCCDFjyJZhQohzqqysjEceWfvpPt1P0tjYu0/3kiWp3H67bBcmhBBCCCFmFkm6hRDnXFlZGSUlJdTV1eH3+7HZbBQUFMgItxBCCCGEmHEk6RZCTAqtVktRUdFkn4YQQgghhBATSoaVhBBCCCGEEEKICSJJtxBCCCGEEEIIMUEk6RZCCCGEEEIIISaIJN1CCCGEEEIIIcQEkaRbCCGEEEIIIYSYIJJ0CyGEEEIIIYQQE0SSbiGEEEIIIYQQYoJI0i2EEEIIIYQQQkwQSbqFEEIIIYQQQogJIkm3EEIIIYQQQggxQSTpFkIIIYQQQgghJogk3UIIIYQQQgghxASRpFsIIYQQQgghhJggknQLIYQQQgghhBATRJJuIYQQQgghhBBigugn+wQmmqqqAPh8vkk+k/Oboij4/X7MZjNarfT1iPObtAchBpI2IcRJ0h6EOGmqt4e+HLMv5xzJjE+6/X4/APn5+ZN8JkIIIYQQQgghZhq/34/D4RjxcY16urR8mlMUhaamJmw2GxqNZrJP57zl8/nIz8+nvr4eu90+2acjxKSS9iDEQNImhDhJ2oMQJ0319qCqKn6/n5ycnFOOxM/4kW6tVkteXt5kn4b4lN1un5INRojJIO1BiIGkTQhxkrQHIU6ayu3hVCPcfaZeYbwQQgghhBBCCDFDSNIthBBCCCGEEEJMEEm6xTlhMpn4h3/4B0wm02SfihCTTtqDEANJmxDiJGkPQpw0U9rDjF9ITQghhBBCCCGEmCwy0i2EEEIIIYQQQkwQSbqFEEIIIYQQQogJIkm3EEIIIYQQQggxQSTpFmflgw8+YM2aNeTk5KDRaNi4ceOIz/2Lv/gLNBoN//Vf/zXg55FIhIcffhin04nVauXWW2+loaFhYk9ciAkwmvZQWVnJrbfeisPhwGazsXz5curq6hKPS3sQM8Xp2kN3dzcPPfQQeXl5WCwWysrKeOKJJwY8R9qDmCl++MMfcvHFF2Oz2cjIyOD222+nurp6wHNUVeXRRx8lJycHi8XClVdeyaFDhwY8R9qEmAlO1x6i0Sjf+c53WLhwIVarlZycHD73uc/R1NQ04DjTqT1I0i3OSiAQYNGiRTz++OOnfN7GjRvZsWMHOTk5Qx77+te/zosvvsi6devYunUr3d3d3HLLLcTj8Yk6bSEmxOnaw7Fjx1i5ciWlpaVs2rSJ/fv38/3vfx+z2Zx4jrQHMVOcrj389V//NW+88Qa/+93vqKys5K//+q95+OGHeemllxLPkfYgZorNmzfz4IMPsn37dt5++21isRjXXXcdgUAg8Zyf/OQn/PSnP+Xxxx9n586dZGVlce211+L3+xPPkTYhZoLTtYdgMMiePXv4/ve/z549e3jhhRc4fPgwt95664DjTKv2oAoxTgD1xRdfHPLzhoYGNTc3V/3kk0/UwsJC9T//8z8Tj3V1dakGg0Fdt25d4meNjY2qVqtV33jjjXNw1kJMjOHaw7333qv+2Z/92YivkfYgZqrh2kN5ebn6T//0TwN+tmTJEvXv//7vVVWV9iBmtra2NhVQN2/erKqqqiqKomZlZak/+tGPEs8Jh8Oqw+FQf/GLX6iqKm1CzFyD28NwPv74YxVQa2trVVWdfu1BRrrFhFIUhc9+9rN861vfory8fMjju3fvJhqNct111yV+lpOTw4IFC9i2bdu5PFUhJpSiKLz22msUFxdz/fXXk5GRwbJlywaU3Ep7EOeTlStX8vLLL9PY2Iiqqrz//vscPnyY66+/HpD2IGY2r9cLQFpaGgAnTpygpaVlwP1uMpm44oorEve7tAkxUw1uDyM9R6PRkJKSAky/9iBJt5hQP/7xj9Hr9TzyyCPDPt7S0oLRaCQ1NXXAzzMzM2lpaTkXpyjEOdHW1kZ3dzc/+tGPuOGGG3jrrbe44447uPPOO9m8eTMg7UGcXx577DHmz59PXl4eRqORG264gZ///OesXLkSkPYgZi5VVfnGN77BypUrWbBgAUDins7MzBzw3P73u7QJMRMN1x4GC4fDfPe73+WBBx7AbrcD06896Cf7BMTMtXv3bn72s5+xZ88eNBrNmF6rquqYXyPEVKYoCgC33XYbf/3Xfw3AhRdeyLZt2/jFL37BFVdcMeJrpT2Imeixxx5j+/btvPzyyxQWFvLBBx/wta99jezsbK655poRXyftQUx3Dz30EAcOHGDr1q1DHht8b4/mfpc2IaazU7UH6F1U7b777kNRFH7+85+f9nhTtT3ISLeYMFu2bKGtrY2CggL0ej16vZ7a2lq++c1vUlRUBEBWVhY9PT10dnYOeG1bW9uQ3l4hpjOn04ler2f+/PkDfl5WVpZYvVzagzhfhEIhvve97/HTn/6UNWvWcMEFF/DQQw9x77338u///u+AtAcxMz388MO8/PLLvP/+++Tl5SV+npWVBTBkhK7//S5tQsw0I7WHPtFolLVr13LixAnefvvtxCg3TL/2IEm3mDCf/exnOXDgAPv27Uv8l5OTw7e+9S3efPNNAJYuXYrBYODtt99OvK65uZlPPvmEFStWTNapCzHujEYjF1988ZAtYg4fPkxhYSEg7UGcP6LRKNFoFK12YBii0+kSVSHSHsRMoqoqDz30EC+88ALvvfces2bNGvD4rFmzyMrKGnC/9/T0sHnz5sT9Lm1CzBSnaw9wMuE+cuQI77zzDunp6QMen27tQcrLxVnp7u7m6NGjiX+fOHGCffv2kZaWRkFBwZAGYjAYyMrKoqSkBACHw8Gf//mf881vfpP09HTS0tL4m7/5GxYuXHjK8kIhpqLTtYdvfetb3HvvvVx++eWsXr2aN954g1deeYVNmzYB0h7EzHK69nDFFVfwrW99C4vFQmFhIZs3b+aZZ57hpz/9KSDtQcwsDz74IH/4wx946aWXsNlsiRFth8OBxWJBo9Hw9a9/nR/84AfMmzePefPm8YMf/ICkpCQeeOCBxHOlTYiZ4HTtIRaLcffdd7Nnzx5effVV4vF44jlpaWkYjcbp1x4madV0MUO8//77KjDkv89//vPDPn/wlmGqqqqhUEh96KGH1LS0NNVisai33HKLWldXN/EnL8Q4G017ePLJJ9W5c+eqZrNZXbRokbpx48YBx5D2IGaK07WH5uZm9Qtf+IKak5Ojms1mtaSkRP2P//gPVVGUxDGkPYiZYri2AKhPPfVU4jmKoqj/8A//oGZlZakmk0m9/PLL1YMHDw44jrQJMROcrj2cOHFixOe8//77ieNMp/agUVVVnfDMXgghhBBCCCGEOA/JnG4hhBBCCCGEEGKCSNIthBBCCCGEEEJMEEm6hRBCCCGEEEKICSJJtxBCCCGEEEIIMUEk6RZCCCGEEEIIISaIJN1CCCGEEEIIIcQEkaRbCCGEEEIIIYSYIJJ0CyGEEEIIIYQQE0SSbiGEEEJMqvb2djIyMqipqQFg06ZNaDQaurq6Jux3/s3f/A2PPPLIhB1fCCGE6CNJtxBCCHEaLS0tPPzww8yePRuTyUR+fj5r1qzh3XffBeC+++7jxhtvHPCaP/3pT2g0Gr7//e8P+Pk///M/k5OTM+LvuvLKK/n6178+7u9hvHz1q19Fo9Gwbt26IY89+uijaDQaNBoNOp2O/Px8vvzlL+N2u095zB/+8IesWbOGoqKiUZ9H3+/RaDTYbDYuuugiXnjhhVG//tvf/jZPPfUUJ06cGPVrhBBCiDMhSbcQQghxCjU1NSxdupT33nuPn/zkJxw8eJA33niD1atX8+CDDwKwevVqtm7dSiwWS7xu06ZN5Ofn8/777w843qZNm1i9evU5fQ/jJRgM8uyzz/LZz36WJ598ctjnlJeX09zcTF1dHU888QSvvPIKn/vc50Y8ZigU4sknn+TLX/7ymM/nqaeeorm5mZ07d7Jo0SLuuecePvroo1G9NiMjg+uuu45f/OIXY/69QgghxFhI0i2EEEKcwte+9jU0Gg0ff/wxd999N8XFxZSXl/ONb3yD7du3A71Jd3d3N7t27Uq8btOmTXz3u99l586dBINBAHp6evjoo4/OKunesGED5eXlmEwmioqK+I//+I8Bj3d2dvK5z32O1NRUkpKSuPHGGzly5Eji8d/85jekpKSwceNGiouLMZvNXHvttdTX15/2dz/33HPk5uby4x//mE2bNiXKwfvT6/VkZWWRm5vLLbfcwiOPPMJbb71FKBQa9ph/+tOf0Ov1XHrppSP+3lAoxM0338zy5cvp6OhI/DwlJYWsrCxKS0v5xS9+gdls5uWXXyYej/Pnf/7nzJo1C4vFQklJCT/72c+GHPfWW2/lj3/842nftxBCCHE2JOkWQgghRtDR0cEbb7zBgw8+iNVqHfJ4SkoKAMXFxeTk5CRGtf1+P3v27OGee+5hzpw5fPjhhwBs376dUCh0xkn37t27Wbt2Lffddx8HDx7k0Ucf5fvf/z6/+c1vEs/5whe+wK5du3j55Zf56KOPUFWVm266iWg0mnhOMBjkX//1X3n66af58MMP8fl83Hfffaf9/U8++SSf+cxnyM7O5oorruCpp5467WssFguKogyoAujvgw8+4KKLLhrx9V6vl+uuu46enh7effdd0tLShn2ewWBAr9cTjUZRFIW8vDzWr19PRUUF/+///T++973vsX79+gGvueSSS6ivr6e2tva070MIIYQ4U5J0CyGEECM4evQoqqpSWlp62udeeeWVbNq0CYAtW7ZQXFyMy+XiiiuuSPy8r+R8zpw5Z3Q+P/3pT7n66qv5/ve/T3FxMV/4whd46KGH+Ld/+zcAjhw5wssvv8yvfvUrVq1axaJFi/j9739PY2MjGzduTBwnGo3y+OOPc+mll7J06VKefvpptm3bxscffzzi7z5y5Ahbt27lgQceAOAzn/kMTz31FIqijPiaqqoqnnjiCS655BJsNtuwz6mpqRlxjntraytXXHEFGRkZvPbaa8N2fABEIhH+5V/+BZ/Px9VXX43BYOAf//Efufjii5k1axaf+cxn+MIXvjAk6c7NzU2cgxBCCDFRJOkWQgghRqCqKtC7aNfprF69mg8//JBoNMqmTZu48sorAYYk3VddddUZn09lZSWXXXbZgJ9ddtllHDlyhHg8TmVlJXq9nmXLliUeT09Pp6SkhMrKysTP9Hr9gNHl0tJSUlJSBjxnsCeffJJLL72UWbNmAXDXXXfhdrt55513Bjzv4MGDJCcnY7FYmD9/Pvn5+fz+978f8bihUAiz2TzsY9dccw2zZ89m/fr1GI3GIY/ff//9JCcnk5SUxE9/+lP+/d//PbGg3S9+8QsuuugiXC4XycnJ/N///R91dXUDXm+xWAAS5f9CCCHERJCkWwghhBjBvHnz0Gg0p0xG+6xevZpAIMDOnTt5//33ueKKK4DepHvnzp10dHSc9XxuVVWHdAD0dQwM/v/TvW64joSROhfi8TjPPPMMn/nMZxI/s9vt3HLLLUMWVCspKWHfvn1UVFQQCoV47733mDt37ojvyel00tnZOexjN998M1u2bKGiomLYx//zP/+Tffv20dzcTEdHB9/85jcBWL9+PX/913/Nl770Jd566y327dvHF7/4RXp6ega8vm9+uMvlGvH8hBBCiLMlSbcQQggxgrS0NK6//nr+53/+h0AgMOTx/vtIz5kzh/z8fF5++WX27duXSLqzs7MTC56Fw+GzSrrnz5/P1q1bB/xs27ZtFBcXo9PpmD9/PrFYjB07diQeb29v5/Dhw5SVlSV+FovFBiz6Vl1dTVdX14hl9K+//jput5u1a9cO+PkDDzzAxo0baW9vT/zMaDQyd+5cZs2ahclkOu17Wrx48YhJ9Y9+9CM+//nPc/XVVw/7nKysLObOnUtGRsaAn2/ZsoUVK1bwta99jcWLFzN37lyOHTs25PWffPIJBoOB8vLy056nEEIIcaYk6RZCCCFO4ec//znxeJxLLrmEDRs2cOTIESorK3nssceGrLi9evVqfv7znzN37lwyMzMTP7/iiiv47//+b2bPnk1BQcFpf6fb7Wbfvn0D/mtpaeGb3/wm7777Lv/8z//M4cOHefrpp3n88cf5m7/5G6B3ZP62227jK1/5Clu3bmX//v382Z/9Gbm5udx2222J4xsMBh5++GF27NjBnj17+OIXv8jy5cu55JJLhj2fJ598kqVL///27t8ltTCO4/jnig35PygIjjakQjhIHEEEaXJI0MVFEBeDiiYdmgNH3WwQO7SfAw5NTVI0iILYLNTQJEKbd0qudbtXgsfg3vcLnu17nudwlocPz48T1dPTk4bD4bIFAgF5PB51Op2vfFpJUjqd1mg0+nS1++LiQoVCQclkUuPxeK0+Q6GQ7u/v1ev1NJlMVKvVdHd396Hu9vZWiURiuc0cAAATCN0AAPxBMBjUw8ODLMvS8fGxwuGwUqmUbm5u1Gw2V2oty9JsNlue536zv7+v2Wy29ip3t9vV7u7uSmu1WopEIrq+vpZt2wqHw6rX6zo/P1exWFw+2263FY1GdXBwoHg8rsViIdd1tbW1tazx+Xw6OztTPp9XPB7X9va2bNv+7bs8Pz/LcRz1+33t7OystFgsptfX10//2b2Ot37eX3L2q0ajocPDQyWTSU0mk7/2WS6Xlc1mlcvltLe3p5eXF1UqlQ91V1dXKpVKX353AADW8WPx2QEwAADwz7m8vNTR0dHK1vjv5rquTk5ONBwO5fFsZj3AcRydnp5qMBjI6/VuZEwAwP+JWQYAAHyrTCajx8dHTadT+f3+jYw5n8/VbrcJ3AAA45hpAADAt6tWqxsd7/2lcAAAmML2cgAAAAAADOEiNQAAAAAADCF0AwAAAABgCKEbAAAAAABDCN0AAAAAABhC6AYAAAAAwBBCNwAAAAAAhhC6AQAAAAAwhNANAAAAAIAhhG4AAAAAAAz5CWCoA1U3ZzaqAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 6))\n",
    "plt.scatter(df['dp_kpa'], df['tower_fan_kw'], alpha=0.5, color='blue', edgecolor='k')\n",
    "plt.title('Scatter Plot: CW Loop ΔP vs Tower Fan Power')\n",
    "plt.xlabel('CW Loop ΔP (kPa)')\n",
    "plt.ylabel('Tower Fan Power (kW)')\n",
    "plt.grid(alpha=0.3)\n",
    "plt.tight_layout()\n",
    "plt.close(\"all\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "injected": true
   },
   "source": [
    "### Pressure Drop vs Fan Power\n",
    "\n",
    "The scatter plot confirms two operating clusters. At higher differential pressures, the tower fans don't necessarily work harder — the excess pressure is being absorbed elsewhere in the system (possibly through a throttled valve or bypass). This is wasted pump energy.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "a4ed076e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "d2 = df[[\"dp_kpa\", \"cw_flow_m3h\"]].dropna().copy()\n",
    "d2 = d2[d2[\"cw_flow_m3h\"] > 0]\n",
    "\n",
    "d2[\"k_hyd\"] = d2[\"dp_kpa\"] / (d2[\"cw_flow_m3h\"] ** 2)\n",
    "\n",
    "plt.figure(figsize=(8,4))\n",
    "plt.hist(d2[\"k_hyd\"], bins=50, edgecolor=\"black\")\n",
    "plt.xlabel(\"Hydraulic coefficient  ΔP / Q²\")\n",
    "plt.ylabel(\"Count\")\n",
    "plt.title(\"Hydraulic Regimes (ΔP / Q²)\")\n",
    "plt.grid(alpha=0.3)\n",
    "plt.tight_layout()\n",
    "plt.close(\"all\")\n",
    "\n",
    "\n",
    "plt.figure(figsize=(8,4))\n",
    "    plt.hist(\n",
    "        d2.loc[mask, \"k_hyd\"],\n",
    "        bins=40,\n",
    "        alpha=0.5,\n",
    "    )\n",
    "\n",
    "plt.xlabel(\"ΔP / Q²\")\n",
    "plt.ylabel(\"Count\")\n",
    "plt.legend()\n",
    "plt.grid(alpha=0.3)\n",
    "plt.tight_layout()\n",
    "plt.close(\"all\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "injected": true
   },
   "source": [
    "### Hydraulic Coefficient Analysis\n",
    "\n",
    "The hydraulic coefficient *k = delta-P / Q-squared* characterizes the system's flow resistance. In a fixed piping configuration, this coefficient should be roughly constant regardless of flow rate. A shift in *k* indicates a physical change — a valve opened or closed, a pump was staged differently, or a bypass condition changed.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "f6bb8578",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "d4 = df[[\"dp_kpa\", \"cw_flow_m3h\"]].dropna().copy()\n",
    "d4 = d4[d4[\"cw_flow_m3h\"] > 0]\n",
    "d4[\"q2\"] = d4[\"cw_flow_m3h\"]**2\n",
    "\n",
    "plt.figure(figsize=(8,6))\n",
    "plt.scatter(d4[\"q2\"], d4[\"dp_kpa\"], s=10, alpha=0.4)\n",
    "plt.xlabel(\"Q²  ((m³/h)²)\")\n",
    "plt.ylabel(\"ΔP (kPa)\")\n",
    "plt.title(\"ΔP vs Q² — two lines suggests two hydraulic configurations\")\n",
    "plt.grid(alpha=0.3)\n",
    "plt.tight_layout()\n",
    "plt.close(\"all\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "injected": true
   },
   "source": [
    "### Delta-P vs Q-Squared\n",
    "\n",
    "Plotting pressure drop against flow-squared should yield a single line for a fixed hydraulic configuration (since delta-P is proportional to Q-squared by the Darcy-Weisbach equation). The presence of **two distinct linear relationships** confirms that the condenser water system operated in two different hydraulic configurations during the monitoring period.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "1f7e8882",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1300x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.figure(figsize=(13, 5))\n",
    "\n",
    "plt.scatter(\n",
    "    df.index,\n",
    "    df[\"dp_kpa\"],\n",
    "    s=12,\n",
    "    alpha=0.6\n",
    ")\n",
    "\n",
    "plt.xlabel(\"Time\")\n",
    "plt.ylabel(\"CW Loop ΔP (kPa)\")\n",
    "plt.title(\"CW Loop ΔP over Time\")\n",
    "plt.grid(alpha=0.3)\n",
    "plt.tight_layout()\n",
    "plt.close(\"all\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "injected": true
   },
   "source": [
    "### Pressure Drop Over Time\n",
    "\n",
    "The time-series view of delta-P clearly shows when the regime change occurred — there's a visible step-change in the operating pressure around early July. This aligns with the efficiency degradation detected by the CUSUM analysis in Notebook 03.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "f1064a1c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Counts by regime:\n",
      "regime\n",
      "0    422\n",
      "1    922\n",
      "Name: count, dtype: int64\n",
      "\n",
      "Median confidence by regime:\n",
      "regime\n",
      "0    0.931134\n",
      "1    0.999971\n",
      "Name: confidence, dtype: float64\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from sklearn.preprocessing import StandardScaler\n",
    "from sklearn.mixture import GaussianMixture\n",
    "\n",
    "# --- Data: choose features that define the regime ---\n",
    "d = df[[\"dp_kpa\", \"tower_fan_kw\"]].dropna().copy()\n",
    "\n",
    "X = d[[\"dp_kpa\", \"tower_fan_kw\"]].values\n",
    "\n",
    "# Scale so dp and kW have equal weight in clustering\n",
    "scaler = StandardScaler()\n",
    "Xs = scaler.fit_transform(X)\n",
    "\n",
    "# Fit a 2-component GMM (elliptical clusters)\n",
    "gmm = GaussianMixture(\n",
    "    n_components=2,\n",
    "    covariance_type=\"full\",\n",
    "    random_state=0\n",
    ")\n",
    "labels = gmm.fit_predict(Xs)\n",
    "\n",
    "# Soft assignment (probability of belonging to each cluster)\n",
    "proba = gmm.predict_proba(Xs)\n",
    "confidence = proba.max(axis=1)\n",
    "\n",
    "d[\"regime\"] = labels\n",
    "d[\"confidence\"] = confidence\n",
    "\n",
    "# --- Plot (no ellipses) ---\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# Optional: make regime labels consistently \"Low ΔP\" vs \"High ΔP\"\n",
    "# (GMM component numbers are arbitrary)\n",
    "dp_mean_by_regime = d.groupby(\"regime\")[\"dp_kpa\"].mean()\n",
    "low_reg = dp_mean_by_regime.idxmin()\n",
    "high_reg = dp_mean_by_regime.idxmax()\n",
    "label_map = {low_reg: \"Low ΔP regime\", high_reg: \"High ΔP regime\"}\n",
    "\n",
    "# Color by regime; fade low-confidence \"bridge\" points\n",
    "for k in sorted(d[\"regime\"].unique()):\n",
    "    dk = d[d[\"regime\"] == k]\n",
    "    ax.scatter(\n",
    "        dk[\"dp_kpa\"], dk[\"tower_fan_kw\"],\n",
    "        s=18,\n",
    "        alpha=np.clip(dk[\"confidence\"].values, 0.15, 0.9),\n",
    "        label=label_map.get(k, f\"Regime {k}\")\n",
    "    )\n",
    "\n",
    "ax.set_xlabel(\"CW Loop ΔP (kPa)\")\n",
    "ax.set_ylabel(\"Tower Fan Power (kW)\")\n",
    "ax.set_title(\"CW ΔP vs Tower Fan Power — GMM Elliptical Regimes (alpha = assignment confidence)\")\n",
    "ax.grid(alpha=0.3)\n",
    "\n",
    "# X-axis ticks every 5 kPa\n",
    "x_min = np.floor(d[\"dp_kpa\"].min() / 5) * 5\n",
    "x_max = np.ceil(d[\"dp_kpa\"].max() / 5) * 5\n",
    "ax.set_xticks(np.arange(x_min, x_max + 5, 5))\n",
    "\n",
    "ax.legend()\n",
    "plt.tight_layout()\n",
    "plt.close(\"all\")\n",
    "\n",
    "# Optional: quick counts / confidence summary\n",
    "print(\"Counts by regime:\")\n",
    "print(d[\"regime\"].value_counts().sort_index())\n",
    "print(\"\\nMedian confidence by regime:\")\n",
    "print(d.groupby(\"regime\")[\"confidence\"].median().sort_index())\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "injected": true
   },
   "source": [
    "### GMM Clustering Results\n",
    "\n",
    "A **Gaussian Mixture Model** with two components cleanly separates the two hydraulic regimes. The point opacity represents classification confidence — darker points are confidently assigned to one regime, while lighter \"bridge\" points represent transitional hours.\n",
    "\n",
    "The two regimes correspond to:\n",
    "- **Low delta-P regime**: The system operating at normal differential pressure (pre-change)\n",
    "- **High delta-P regime**: Elevated differential pressure, likely due to a control setpoint change or valve position shift\n",
    "\n",
    "This unsupervised classification can be used to automatically segment operating data for regime-specific analysis and alerting.\n"
   ]
  }
 ]
}