{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Applying aPMV setpoints\n", "\n", "## Introduction\n", "\n", "This notebook demonstrates how to use the `accim` library to implement **Adaptive Predicted Mean Vote (aPMV)** control strategies in EnergyPlus models. \n", "\n", "The aPMV model extends the standard Fanger PMV model by introducing an adaptive coefficient ($\\lambda$). This coefficient accounts for the psychological, physiological, and behavioral adaptations of occupants in naturally ventilated or mixed-mode buildings. By dynamically adjusting HVAC setpoints based on aPMV, we can often achieve thermal comfort with lower energy consumption compared to static setpoints.\n", "\n", "## Objectives of this Notebook\n", "\n", "1. **Setup:** Load a residential EnergyPlus model and prepare it for simulation.\n", "2. **Inspect:** Identify the valid control targets (Zones/Spaces) within the model.\n", "3. **Base Case (PMV):** Simulate the building using standard PMV logic ($\\lambda = 0$).\n", "4. **Adaptive Case (aPMV):** Simulate the building using adaptive logic with custom coefficients for specific zones.\n", "5. **Compare:** Analyze the differences in setpoints and comfort between the two strategies." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Setup and Imports\n", "\n", "We import the necessary libraries for simulation (`besos`, `accim`) and data analysis (`pandas`, `matplotlib`, `seaborn`)." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:19.118276Z", "start_time": "2025-12-15T15:32:19.099563Z" } }, "source": [ "import os\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "from besos import eppy_funcs as ef\n", "from besos import eplus_funcs as ep\n", "\n", "# Import the accim module\n", "import accim.sim.apmv_setpoints as apmv\n", "\n", "# Visualization setup\n", "plt.rcParams['figure.figsize'] = [14, 6]\n", "sns.set_style(\"whitegrid\")\n", "\n", "# Define file paths\n", "idf_filename = \"TestModel_TestResidentialUnit.idf\"\n", "epw_filename = 'Seville.epw'\n", "\n", "# Check files\n", "if not os.path.exists(idf_filename):\n", " print(f\"⚠️ Warning: {idf_filename} not found.\")\n", "else:\n", " print(f\"✅ Model found: {idf_filename}\")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "✅ Model found: TestModel_TestResidentialUnit.idf\n" ] } ], "execution_count": 50 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Loading the Model\n", "\n", "We use BESOS to load the IDF file. This creates a building object that we can manipulate in memory." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:19.272902Z", "start_time": "2025-12-15T15:32:19.147366Z" } }, "source": [ "# Load initial instance for inspection\n", "building = ef.get_building(idf_filename)" ], "outputs": [], "execution_count": 51 }, { "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:19.568186Z", "start_time": "2025-12-15T15:32:19.279507Z" } }, "cell_type": "code", "source": [ "# Let's visulize the idf\n", "from geomeppy import IDF\n", "import os\n", "\n", "# 1. Save the current BESOS model to a temporary file\n", "# This ensures geomeppy reads the exact current state of the geometry\n", "temp_idf_name = \"temp_geometry_view.idf\"\n", "building.saveas(temp_idf_name)\n", "IDF.setiddname(\"C:\\EnergyPlusV25-1-0\\Energy+.idd\")\n", "# 2. Initialize Geomeppy\n", "# Note: This assumes EnergyPlus is installed and IDD is found automatically\n", "idf_geo = IDF(idf_filename)\n", "\n", "# 3. Launch the 3D Viewer\n", "# This will open a separate pop-up window. Check your taskbar if it doesn't appear on top.\n", "print(\"Launching 3D geometry viewer...\")\n", "try:\n", " idf_geo.view_model()\n", "except Exception as e:\n", " print(f\"Could not open viewer: {e}\")\n", "\n", "# 4. Cleanup\n", "if os.path.exists(temp_idf_name):\n", " os.remove(temp_idf_name)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Launching 3D geometry viewer...\n" ] }, { "data": { "text/plain": [ "
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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 52 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Model Preparation (Occupancy)\n", "\n", "To ensure the adaptive control logic is active and visible throughout the simulation period, we need to ensure the zones are occupied. The `accim` library provides a helper function to force occupancy schedules to 'Always On'.\n", "\n", "**Note:** The `apply_apmv_setpoints` function requires the model to have an existing HVAC system (specifically, `ZoneControl:Thermostat` objects) to function correctly. For this demonstration, we assume the loaded IDF already contains a heating/cooling system." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:19.614479Z", "start_time": "2025-12-15T15:32:19.580871Z" } }, "source": [ "# Set Occupancy to 'Always On' to ensure continuous control\n", "print(\"--- Setting Occupancy ---\")\n", "apmv.set_zones_always_occupied(building=building, verbose_mode=True)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--- Setting Occupancy ---\n", "Added Schedule: On\n", "Updated all People objects to use schedule 'On'.\n" ] } ], "execution_count": 53 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Implementing aPMV setpoints\n", "\n", "The core function of this module is `apply_apmv_setpoints`. This function injects Energy Management System (EMS) code into the IDF to calculate setpoints dynamically.\n", "\n", "### Key Parameters:\n", "\n", "* `adap_coeff_cooling` / `adap_coeff_heating`: The adaptive coefficient ($\\lambda$).\n", " * If $\\lambda = 0$, the logic mimics standard Fanger PMV.\n", " * If $\\lambda > 0$, the logic applies adaptive comfort (usually widening the comfort band).\n", " * Can be a single `float` (global) or a `dict` (per zone).\n", "* `pmv_cooling_sp` / `pmv_heating_sp`: The target PMV index (e.g., +0.5 for cooling, -0.5 for heating).\n", "* `tolerance_...`: Additional deadbands applied to the calculated setpoint.\n", " * **Default value:** `0.1`.\n", " * **How it works:** The tolerance tightens the setpoint range to create a safety margin. For example, if you specify a `pmv_cooling_sp` of **0.5**, the effective setpoint used in the simulation will be **0.4** ($0.5 - 0.1$). Similarly, for a `pmv_heating_sp` of **-0.5**, the effective setpoint becomes **-0.4** ($-0.5 + 0.1$).\n", " * **Purpose:** This ensures that all simulation hours remain strictly within the desired limits, preventing situations where setpoints are exceeded by small fractions (tenths or hundredths).\n", "\n", "### Inspecting Targets\n", "\n", "Before applying the logic, we must know **where** to apply it. The function `get_available_target_names` scans the model for People objects and returns the valid keys (Zone or Space names) to use in our configuration." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:19.645321Z", "start_time": "2025-12-15T15:32:19.629622Z" } }, "source": [ "# Identify valid targets in the model\n", "target_names = apmv.get_available_target_names(building=building)\n", "\n", "print(f\"Found {len(target_names)} targets:\")\n", "for t in target_names:\n", " print(f\" - {t}\")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 2 targets:\n", " - Floor_1 Residential Living Occupants\n", " - Floor_2 Residential Living Occupants\n" ] } ], "execution_count": 54 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Generating an Input Template\n", "\n", "Most parameters in `accim` (such as adaptive coefficients $\\lambda$, setpoints, or tolerances) can be configured **independently for each zone**.\n", "\n", "To do this, instead of passing a single number (which applies globally), you pass a **dictionary** following the pattern `{'Target Name': value}`.\n", "\n", "If you are unsure of the exact keys to use, the function `get_input_template_dictionary` generates a blank dictionary containing all valid target keys found in your model." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:19.676936Z", "start_time": "2025-12-15T15:32:19.663743Z" } }, "source": [ "# Generate a template dictionary\n", "template = apmv.get_input_template_dictionary(building=building)\n", "\n", "print(\"Template dictionary structure:\")\n", "print(template)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Template dictionary structure:\n", "{'Floor_1 Residential Living Occupants': 'replace-me-with-float-value', 'Floor_2 Residential Living Occupants': 'replace-me-with-float-value'}\n" ] } ], "execution_count": 55 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 4.1 Base case\n", "\n", "#### 4.1.1 Implementing PMV setpoints\n", "\n", "In this section, we generate the **Base Case**. We will use the `apply_apmv_setpoints` function, but we will set the adaptive coefficients (`adap_coeff_cooling` and `adap_coeff_heating`) to **0**.\n", "\n", "Mathematically, if $\\lambda = 0$, then $aPMV = PMV$. This effectively simulates a standard Fanger PMV control strategy." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:19.847282Z", "start_time": "2025-12-15T15:32:19.692194Z" } }, "source": [ "# 1. Reload model to ensure a clean state\n", "building_base = ef.get_building(idf_filename)\n", "apmv.set_zones_always_occupied(building_base, verbose_mode=False)" ], "outputs": [], "execution_count": 56 }, { "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:20.301564Z", "start_time": "2025-12-15T15:32:19.855977Z" } }, "cell_type": "code", "source": [ "# 2. Apply PMV logic (Lambda = 0)\n", "print(\"Applying Base Case (PMV) logic...\")\n", "building_base = apmv.apply_apmv_setpoints(\n", " building=building_base,\n", " adap_coeff_cooling=0, # Zero means standard PMV\n", " adap_coeff_heating=0, # Zero means standard PMV\n", " pmv_cooling_sp=0.5,\n", " pmv_heating_sp=-0.5,\n", " cooling_season_start='01/05',\n", " cooling_season_end='30/09',\n", " verbose_mode=False\n", ")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Applying Base Case (PMV) logic...\n" ] } ], "execution_count": 57 }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 4.1.2 PMV setpoints simulation\n", "\n", "We run the simulation for the base case and store the results." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:37.298120Z", "start_time": "2025-12-15T15:32:20.309229Z" } }, "source": [ "out_dir_base = 'sim_results_base'\n", "print(f\"Running Base Case simulation in {out_dir_base}...\")\n", "\n", "ep.run_building(\n", " building=building_base,\n", " out_dir=out_dir_base,\n", " epw=epw_filename\n", ")\n", "print(\"Base simulation finished.\")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running Base Case simulation in sim_results_base...\n", "Running EnergyPlus with stdout output suppressed...\n", "Base simulation finished.\n" ] } ], "execution_count": 58 }, { "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:38.015747Z", "start_time": "2025-12-15T15:32:37.365490Z" } }, "cell_type": "code", "source": [ "# Load Base Results\n", "df_base = pd.read_csv(os.path.join(out_dir_base, 'eplusout.csv'))\n", "df_base['Hour'] = df_base.index\n", "\n", "# Visualize Zone 1 (Example)\n", "target_zone = target_names[0].replace(\" \", \"_\").replace(\":\", \"_\") # Sanitize name for column search\n", "\n", "plt.figure(figsize=(15, 8))\n", "\n", "# Filter for summer period (approx hours 3600 to 4300)\n", "# start_h = 3600\n", "# end_h = 4300\n", "# subset = df_base.iloc[start_h:end_h]\n", "subset = df_base\n", "\n", "try:\n", " # 1. Identify Columns\n", " # Actual PMV Value\n", " col_pmv = [c for c in df_base.columns if 'EMS:aPMV' in c and target_zone in c and 'Setpoint' not in c][0]\n", "\n", " # Actual Setpoints (With Tolerance applied)\n", " col_cool = [c for c in df_base.columns if 'EMS:aPMV Cooling Setpoint' in c and target_zone in c and 'No Tolerance' not in c][0]\n", " col_heat = [c for c in df_base.columns if 'EMS:aPMV Heating Setpoint' in c and target_zone in c and 'No Tolerance' not in c][0]\n", "\n", " # Target Setpoints (No Tolerance - The theoretical limit)\n", " col_cool_no_tol = [c for c in df_base.columns if 'EMS:aPMV Cooling Setpoint No Tolerance' in c and target_zone in c][0]\n", " col_heat_no_tol = [c for c in df_base.columns if 'EMS:aPMV Heating Setpoint No Tolerance' in c and target_zone in c][0]\n", "\n", " # 2. Plotting\n", " # Plot PMV Index\n", " sns.lineplot(x=subset.index, y=subset[col_pmv], label='PMV Index', color='gray', alpha=0.5)\n", "\n", " # Plot Actual Setpoints (Solid lines)\n", " sns.lineplot(x=subset.index, y=subset[col_cool], label='Cooling SP (Actual)', color='blue', linewidth=2)\n", " sns.lineplot(x=subset.index, y=subset[col_heat], label='Heating SP (Actual)', color='red', linewidth=2)\n", "\n", " # Plot Theoretical Setpoints (Dotted lines)\n", " sns.lineplot(x=subset.index, y=subset[col_cool_no_tol], label='Cooling SP (Target/No Tol)', color='cyan', linestyle=':', linewidth=2)\n", " sns.lineplot(x=subset.index, y=subset[col_heat_no_tol], label='Heating SP (Target/No Tol)', color='orange', linestyle=':', linewidth=2)\n", "\n", " plt.title(f\"Base Case (PMV): {target_names[0]}\")\n", " plt.ylabel(\"PMV Index\")\n", " plt.xlabel(\"Hour of Year\")\n", " plt.legend(loc='lower center', bbox_to_anchor=(0.5, -0.3))\n", " plt.show()\n", " plt.show()\n", "\n", "except IndexError:\n", " print(\"Could not find output columns. Check simulation results.\")" ], "outputs": [ { "data": { "text/plain": [ "
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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 59 }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 4.2 aPMV setpoints implemented case\n", "\n", "#### 4.2.1 Implementing aPMV setpoints\n", "\n", "Now we generate the **Adaptive Case**. We will define specific adaptive coefficients for our zones.\n", "\n", "* **Floor_1 Residential Living Occupants:** High adaptation ($\\lambda = 0.4$).\n", "* **Floor_2 Residential Living Occupants:** Low adaptation ($\\lambda = 0.1$)." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:38.170552Z", "start_time": "2025-12-15T15:32:38.024370Z" } }, "source": [ "# 1. Reload model fresh\n", "building_apmv = ef.get_building(idf_filename)\n", "apmv.set_zones_always_occupied(building_apmv, verbose_mode=False)" ], "outputs": [], "execution_count": 60 }, { "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:38.201106Z", "start_time": "2025-12-15T15:32:38.184603Z" } }, "cell_type": "code", "source": [ "custom_coeffs = apmv.get_input_template_dictionary(building=building_apmv)\n", "print(custom_coeffs)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'Floor_1 Residential Living Occupants': 'replace-me-with-float-value', 'Floor_2 Residential Living Occupants': 'replace-me-with-float-value'}\n" ] } ], "execution_count": 61 }, { "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:38.232389Z", "start_time": "2025-12-15T15:32:38.214244Z" } }, "cell_type": "code", "source": [ "for k, v in custom_coeffs.items():\n", " if 'Floor_1 Residential Living Occupants' == k:\n", " custom_coeffs[k] = 0.4\n", " elif 'Floor_2 Residential Living Occupants' == k:\n", " custom_coeffs[k] = 0.1\n", "\n", "print(custom_coeffs)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'Floor_1 Residential Living Occupants': 0.4, 'Floor_2 Residential Living Occupants': 0.1}\n" ] } ], "execution_count": 62 }, { "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:38.342326Z", "start_time": "2025-12-15T15:32:38.251309Z" } }, "cell_type": "code", "source": [ "apmv.set_pmv_input_parameters(\n", " building=building_apmv,\n", " activity_level=100,\n", " # clothing_insulation=0.75,\n", " air_velocity=0.1,\n", " work_efficiency=0.0\n", ")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Set Activity for 'Residential Living Occupants': 100 W/person\n", "Set Air Velocity for 'Residential Living Occupants': 0.1 m/s\n", "Set Work Efficiency for 'Residential Living Occupants': 0.0\n" ] } ], "execution_count": 63 }, { "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:38.809497Z", "start_time": "2025-12-15T15:32:38.351900Z" } }, "cell_type": "code", "source": [ "# 3. Apply aPMV logic\n", "print(\"Applying Adaptive Case (aPMV) logic...\")\n", "building_apmv = apmv.apply_apmv_setpoints(\n", " building=building_apmv,\n", " adap_coeff_cooling=custom_coeffs,\n", " adap_coeff_heating=-0.1, # Global value for heating\n", " pmv_cooling_sp=0.5,\n", " pmv_heating_sp=-0.5,\n", " cooling_season_start='01/05',\n", " cooling_season_end='30/09',\n", " verbose_mode=False,\n", " outputs_freq=['hourly']\n", ")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Applying Adaptive Case (aPMV) logic...\n" ] } ], "execution_count": 64 }, { "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:38.825210Z", "start_time": "2025-12-15T15:32:38.816347Z" } }, "cell_type": "code", "source": [ "# Verify the EMS Program generation\n", "# We search for the 'apply_aPMV' program corresponding to the first target zone to inspect the logic\n", "\n", "# 1. Construct the expected program name (accim sanitizes spaces to underscores)\n", "target_sanitized = target_names[0].replace(\" \", \"_\").replace(\":\", \"_\")\n", "prog_name_search = f\"apply_aPMV_{target_sanitized}\"\n", "\n", "# 2. Find the object in the IDF\n", "programs = [p for p in building_apmv.idfobjects['EnergyManagementSystem:Program'] if prog_name_search in p.Name]\n", "\n", "# 3. Display the result\n", "if programs:\n", " print(f\"--- EMS Program found for {target_names[0]} ---\")\n", " print(programs[0])\n", "else:\n", " print(f\"EMS Program '{prog_name_search}' not found.\")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--- EMS Program found for Floor_1 Residential Living Occupants ---\n", "\n", "ENERGYMANAGEMENTSYSTEM:PROGRAM,\n", " apply_aPMV_Floor_1_Residential_Living_Occupants, !- Name\n", " if CoolingSeason == 1, !- Program Line 1\n", " set adap_coeff_Floor_1_Residential_Living_Occupants = adap_coeff_cooling_Floor_1_Residential_Living_Occupants, !- Program Line 2\n", " set tolerance_cooling_sp_Floor_1_Residential_Living_Occupants = tolerance_cooling_sp_cooling_season_Floor_1_Residential_Living_Occupants, !- Program Line 3\n", " set tolerance_heating_sp_Floor_1_Residential_Living_Occupants = tolerance_heating_sp_cooling_season_Floor_1_Residential_Living_Occupants, !- Program Line 4\n", " elseif CoolingSeason == 0, !- Program Line 5\n", " set adap_coeff_Floor_1_Residential_Living_Occupants = adap_coeff_heating_Floor_1_Residential_Living_Occupants, !- Program Line 6\n", " set tolerance_cooling_sp_Floor_1_Residential_Living_Occupants = tolerance_cooling_sp_heating_season_Floor_1_Residential_Living_Occupants, !- Program Line 7\n", " set tolerance_heating_sp_Floor_1_Residential_Living_Occupants = tolerance_heating_sp_heating_season_Floor_1_Residential_Living_Occupants, !- Program Line 8\n", " endif, !- Program Line 9\n", " set aPMV_H_SP_noTol_Floor_1_Residential_Living_Occupants = pmv_heating_sp_Floor_1_Residential_Living_Occupants/(1+adap_coeff_Floor_1_Residential_Living_Occupants*pmv_heating_sp_Floor_1_Residential_Living_Occupants), !- Program Line 10\n", " set aPMV_C_SP_noTol_Floor_1_Residential_Living_Occupants = pmv_cooling_sp_Floor_1_Residential_Living_Occupants/(1+adap_coeff_Floor_1_Residential_Living_Occupants*pmv_cooling_sp_Floor_1_Residential_Living_Occupants), !- Program Line 11\n", " set aPMV_H_SP_Floor_1_Residential_Living_Occupants = aPMV_H_SP_noTol_Floor_1_Residential_Living_Occupants+tolerance_heating_sp_Floor_1_Residential_Living_Occupants, !- Program Line 12\n", " set aPMV_C_SP_Floor_1_Residential_Living_Occupants = aPMV_C_SP_noTol_Floor_1_Residential_Living_Occupants+tolerance_cooling_sp_Floor_1_Residential_Living_Occupants, !- Program Line 13\n", " if People_Occupant_Count_Floor_1_Residential_Living_Occupants > 0, !- Program Line 14\n", " if aPMV_H_SP_Floor_1_Residential_Living_Occupants < 0, !- Program Line 15\n", " set PMV_H_SP_act_Floor_1_Residential_Living_Occupants = aPMV_H_SP_Floor_1_Residential_Living_Occupants, !- Program Line 16\n", " else, !- Program Line 17\n", " set PMV_H_SP_act_Floor_1_Residential_Living_Occupants = 0, !- Program Line 18\n", " endif, !- Program Line 19\n", " if aPMV_C_SP_Floor_1_Residential_Living_Occupants > 0, !- Program Line 20\n", " set PMV_C_SP_act_Floor_1_Residential_Living_Occupants = aPMV_C_SP_Floor_1_Residential_Living_Occupants, !- Program Line 21\n", " else, !- Program Line 22\n", " set PMV_C_SP_act_Floor_1_Residential_Living_Occupants = 0, !- Program Line 23\n", " endif, !- Program Line 24\n", " else, !- Program Line 25\n", " set PMV_H_SP_act_Floor_1_Residential_Living_Occupants = -100, !- Program Line 26\n", " set PMV_C_SP_act_Floor_1_Residential_Living_Occupants = 100, !- Program Line 27\n", " endif; !- Program Line 28\n", "\n" ] } ], "execution_count": 65 }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 4.2.2 aPMV setpoints simulation\n", "\n", "We run the simulation for the adaptive case." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:51.984560Z", "start_time": "2025-12-15T15:32:38.840099Z" } }, "source": [ "out_dir_apmv = 'sim_results_apmv'\n", "print(f\"Running Adaptive Case simulation in {out_dir_apmv}...\")\n", "\n", "ep.run_building(\n", " building=building_apmv,\n", " out_dir=out_dir_apmv,\n", " epw=epw_filename\n", ")\n", "print(\"Adaptive simulation finished.\")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running Adaptive Case simulation in sim_results_apmv...\n", "Running EnergyPlus with stdout output suppressed...\n", "Adaptive simulation finished.\n" ] } ], "execution_count": 66 }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:52.684786Z", "start_time": "2025-12-15T15:32:52.034633Z" } }, "source": [ "# Load aPMV Results\n", "df_apmv = pd.read_csv(os.path.join(out_dir_apmv, 'eplusout.csv'))\n", "df_apmv['Hour'] = df_apmv.index\n", "\n", "# Visualize Zone 1 (Example)\n", "target_zone = target_names[0].replace(\" \", \"_\").replace(\":\", \"_\") # Sanitize name for column search\n", "plt.figure(figsize=(15, 8))\n", "\n", "# Filter for summer period (approx hours 3600 to 4300)\n", "# start_h = 3600\n", "# end_h = 4300\n", "# subset = df_apmv.iloc[start_h:end_h]\n", "subset = df_apmv\n", "\n", "\n", "try:\n", " # 1. Identify Columns\n", " # Actual aPMV Value\n", " col_apmv = [c for c in df_apmv.columns if 'EMS:aPMV' in c and target_zone in c and 'Setpoint' not in c][0]\n", " # Actual Setpoints (With Tolerance applied)\n", " col_cool = [c for c in df_apmv.columns if 'EMS:aPMV Cooling Setpoint' in c and target_zone in c and 'No Tolerance' not in c][0]\n", " col_heat = [c for c in df_apmv.columns if 'EMS:aPMV Heating Setpoint' in c and target_zone in c and 'No Tolerance' not in c][0]\n", "\n", " # Target Setpoints (No Tolerance - The theoretical limit)\n", " col_cool_no_tol = [c for c in df_apmv.columns if 'EMS:aPMV Cooling Setpoint No Tolerance' in c and target_zone in c][0]\n", " col_heat_no_tol = [c for c in df_apmv.columns if 'EMS:aPMV Heating Setpoint No Tolerance' in c and target_zone in c][0]\n", "\n", " # 2. Plotting\n", " # Plot PMV Index\n", " sns.lineplot(x=subset.index, y=subset[col_apmv], label='aPMV Index', color='gray', alpha=0.5)\n", " # Plot Actual Setpoints (Solid lines)\n", " sns.lineplot(x=subset.index, y=subset[col_cool], label='Cooling SP (Actual)', color='blue', linewidth=2)\n", " sns.lineplot(x=subset.index, y=subset[col_heat], label='Heating SP (Actual)', color='red', linewidth=2)\n", "\n", " # Plot Theoretical Setpoints (Dotted lines)\n", " sns.lineplot(x=subset.index, y=subset[col_cool_no_tol], label='Cooling SP (Target/No Tol)', color='cyan', linestyle=':', linewidth=2)\n", " sns.lineplot(x=subset.index, y=subset[col_heat_no_tol], label='Heating SP (Target/No Tol)', color='orange', linestyle=':', linewidth=2)\n", "\n", " plt.title(f\"Setpoint Analysis: {target_names[0]} (Tolerance Effect)\")\n", " plt.ylabel(\"PMV Index\")\n", " plt.xlabel(\"Hour of Year\")\n", " plt.legend(loc='lower center', bbox_to_anchor=(0.5, -0.4))\n", " plt.show()\n", "\n", "except IndexError:\n", " print(\"Error: Could not find matching columns for comparison.\")" ], "outputs": [ { "data": { "text/plain": [ "
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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 67 }, { "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:53.415207Z", "start_time": "2025-12-15T15:32:52.698887Z" } }, "cell_type": "code", "source": [ "# Load aPMV Results\n", "df_apmv = pd.read_csv(os.path.join(out_dir_apmv, 'eplusout.csv'))\n", "df_apmv['Hour'] = df_apmv.index\n", "\n", "# Visualize Zone 1 (Example)\n", "target_zone = target_names[1].replace(\" \", \"_\").replace(\":\", \"_\") # Sanitize name for column search\n", "plt.figure(figsize=(15, 8))\n", "\n", "# Filter for summer period (approx hours 3600 to 4300)\n", "# start_h = 3600\n", "# end_h = 4300\n", "# subset = df_apmv.iloc[start_h:end_h]\n", "subset = df_apmv\n", "\n", "\n", "try:\n", " # 1. Identify Columns\n", " # Actual aPMV Value\n", " col_apmv = [c for c in df_apmv.columns if 'EMS:aPMV' in c and target_zone in c and 'Setpoint' not in c][0]\n", " # Actual Setpoints (With Tolerance applied)\n", " col_cool = [c for c in df_apmv.columns if 'EMS:aPMV Cooling Setpoint' in c and target_zone in c and 'No Tolerance' not in c][0]\n", " col_heat = [c for c in df_apmv.columns if 'EMS:aPMV Heating Setpoint' in c and target_zone in c and 'No Tolerance' not in c][0]\n", "\n", " # Target Setpoints (No Tolerance - The theoretical limit)\n", " col_cool_no_tol = [c for c in df_apmv.columns if 'EMS:aPMV Cooling Setpoint No Tolerance' in c and target_zone in c][0]\n", " col_heat_no_tol = [c for c in df_apmv.columns if 'EMS:aPMV Heating Setpoint No Tolerance' in c and target_zone in c][0]\n", "\n", " # 2. Plotting\n", " # Plot PMV Index\n", " sns.lineplot(x=subset.index, y=subset[col_apmv], label='aPMV Index', color='gray', alpha=0.5)\n", " # Plot Actual Setpoints (Solid lines)\n", " sns.lineplot(x=subset.index, y=subset[col_cool], label='Cooling SP (Actual)', color='blue', linewidth=2)\n", " sns.lineplot(x=subset.index, y=subset[col_heat], label='Heating SP (Actual)', color='red', linewidth=2)\n", "\n", " # Plot Theoretical Setpoints (Dotted lines)\n", " sns.lineplot(x=subset.index, y=subset[col_cool_no_tol], label='Cooling SP (Target/No Tol)', color='cyan', linestyle=':', linewidth=2)\n", " sns.lineplot(x=subset.index, y=subset[col_heat_no_tol], label='Heating SP (Target/No Tol)', color='orange', linestyle=':', linewidth=2)\n", "\n", " plt.title(f\"Setpoint Analysis: {target_names[1]} (Tolerance Effect)\")\n", " plt.ylabel(\"PMV Index\")\n", " plt.xlabel(\"Hour of Year\")\n", " plt.legend(loc='lower center', bbox_to_anchor=(0.5, -0.4))\n", " plt.show()\n", "\n", "except IndexError:\n", " print(\"Error: Could not find matching columns for comparison.\")" ], "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 68 }, { "metadata": {}, "cell_type": "markdown", "source": [ "## 5. Results Comparison: Comfort vs. Energy\n", "\n", "In this final section, we visualize the relationship between the thermal comfort index and energy consumption for both simulations.\n", "\n", "We generate a **Joint Plot** that combines:\n", "1. **Scatter Plot:** Compares the Comfort Index (PMV for the Base Case, aPMV for the Adaptive Case) against the HVAC Energy Consumption.\n", "2. **Distributions:** Histograms on the margins showing the density of data points.\n", "3. **Setpoint Lines:** Vertical lines indicating the theoretical limits for both models.\n", "\n", "**Note:** The vertical lines for the **aPMV setpoints** are calculated using $\\lambda = 0.4$, which corresponds to the configuration used for **Zone 1** in this tutorial. You can observe how the adaptive model shifts the effective setpoints, widening the comfort zone." ] }, { "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:54.977057Z", "start_time": "2025-12-15T15:32:53.450785Z" } }, "cell_type": "code", "source": [ "import pandas as pd\n", "import os\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import warnings # Importamos la librería de warnings\n", "\n", "# --- SILENCIAR WARNINGS ---\n", "# Esto evita que aparezcan los mensajes de incompatibilidad entre pandas/seaborn\n", "warnings.simplefilter(action='ignore', category=FutureWarning)\n", "\n", "# =============================================================================\n", "# 1. DATA LOADING AND PREPARATION\n", "# =============================================================================\n", "\n", "# Define paths to the results generated in previous steps\n", "path_pmv = os.path.join('sim_results_base', 'eplusout.csv')\n", "path_apmv = os.path.join('sim_results_apmv', 'eplusout.csv')\n", "\n", "try:\n", " # Load DataFrames\n", " df_pmv = pd.read_csv(path_pmv)\n", " df_pmv['Source'] = 'PMV'\n", "\n", " df_apmv = pd.read_csv(path_apmv)\n", " df_apmv['Source'] = 'aPMV'\n", "\n", " # Concatenate\n", " df = pd.concat([df_pmv, df_apmv], ignore_index=True)\n", "\n", " # Clean column names (remove units and brackets)\n", " df.columns = df.columns.str.replace(r'\\s*\\[.*?\\]\\(Hourly\\)?', '', regex=True)\n", " df.columns = df.columns.str.strip()\n", "\n", " # --- Dynamic Column Identification ---\n", " # 1. aPMV Column: We use the first zone identified in the notebook\n", " # We sanitize the name just like EMS does (spaces -> underscores)\n", " target_zone_sanitized = target_names[0].replace(\" \", \"_\").replace(\":\", \"_\")\n", "\n", " # Search for the column containing 'EMS:aPMV' and the zone name\n", " apmv_cols = [c for c in df.columns if 'EMS:aPMV' in c and target_zone_sanitized in c and 'Setpoint' not in c]\n", " if not apmv_cols:\n", " raise KeyError(f\"aPMV column not found for {target_zone_sanitized}\")\n", " apmv_col = apmv_cols[0]\n", "\n", " # 2. Energy Column: Search for 'Electricity:Facility' or similar\n", " # Note: The original script divided by area. Here we show total consumption.\n", " elec_cols = [c for c in df.columns if 'Electricity:HVAC' in c]\n", " if elec_cols:\n", " hvac_col = elec_cols[0]\n", " df['HVAC Consumption'] = df[hvac_col]\n", " y_label = 'Total Electricity Consumption (J or Wh)'\n", " else:\n", " raise KeyError(\"Electricity column (Electricity:Facility) not found\")\n", "\n", " print(f\"Plotting: {apmv_col} vs {hvac_col}\")\n", "\n", "except FileNotFoundError:\n", " print(\"⚠️ Error: Result files not found. Ensure you have run the simulations (Steps 4.1.2 and 4.2.2).\")\n", "except KeyError as e:\n", " print(f\"⚠️ Data Error: {e}\")\n", "\n", "else:\n", " # =============================================================================\n", " # 2. FIGURE GENERATION\n", " # =============================================================================\n", "\n", " # Style configuration\n", " sns.set_theme(style=\"whitegrid\")\n", " sns.set_context(\"talk\", font_scale=0.9)\n", "\n", " # Create the jointplot\n", " g2 = sns.jointplot(\n", " data=df,\n", " x=apmv_col,\n", " y='HVAC Consumption',\n", " hue='Source',\n", " palette='viridis',\n", " height=8,\n", " joint_kws={'alpha': 0.5, 's': 40},\n", " marginal_kws={'fill': True, 'common_norm': False}\n", " )\n", "\n", " ax2 = g2.ax_joint\n", "\n", " # --- Calculate Theoretical Setpoints for lines ---\n", " # Base PMV: -0.5 and 0.5\n", " # Adaptive aPMV: Calculated with Lambda = 0.4 (used in the tutorial for Zone 1)\n", " # Formula: SP_aPMV = SP_PMV / (1 + lambda * SP_PMV)\n", " lambda_val = 0.4\n", " apmv_cool_sp = 0.5 / (1 + lambda_val * 0.5) # approx 0.416\n", " apmv_heat_sp = -0.5 / (1 + lambda_val * -0.5) # approx -0.625\n", "\n", " # Add vertical lines\n", " ax2.axvline(x=-0.5, linestyle=\"--\", color=\"black\", label='PMV heating SP (-0.5)')\n", " ax2.axvline(x=0.5, linestyle=\"--\", color=\"grey\", label='PMV cooling SP (0.5)')\n", " ax2.axvline(x=apmv_heat_sp, linestyle=\"-\", color=\"blue\", label=f'aPMV heating SP ({apmv_heat_sp:.2f})')\n", " ax2.axvline(x=apmv_cool_sp, linestyle=\"-\", color=\"red\", label=f'aPMV cooling SP ({apmv_cool_sp:.2f})')\n", "\n", " # Labels\n", " g2.set_axis_labels('PMV / aPMV Index', y_label, fontsize=14)\n", "\n", " # --- CUSTOM LEGENDS ---\n", " handles, labels = ax2.get_legend_handles_labels()\n", " if ax2.get_legend(): ax2.get_legend().remove()\n", " g2.fig.subplots_adjust(bottom=0.25)\n", "\n", " # Separate handles (Scatter vs Lines)\n", " # The first N handles belong to the scatter (Source), the rest are the lines\n", " n_sources = len(df['Source'].unique())\n", "\n", " g2.fig.legend(handles[:n_sources], labels[:n_sources], loc='lower center', bbox_to_anchor=(0.3, 0.02), title='Model')\n", " g2.fig.legend(handles[n_sources:], labels[n_sources:], loc='lower center', bbox_to_anchor=(0.7, -0.05), title='Setpoints')\n", "\n", " plt.show()" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Plotting: EMS:aPMV_Floor_1_Residential_Living_Occupants vs Electricity:HVAC\n" ] }, { "data": { "text/plain": [ "
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2/5ie5K79r/Hn+teIGynKnLn8Q9Uqzis+gQK7D4X3+yQoisK5p0zHbtPo7IhQ2zWTL1Sfhl21sqm/gS+v+S31oa4Ji12IyUKSACFGqbM/yA23PUxPIEJZvo9vXXoqrglqS5vrdfEvl59ORUE2fcEIX/n5g+xs6pyQfQshhru3/k0AFufWkGf3pjmakXng2W3Ut/Rjt2mcfmoFigrPtm2iJxYc9333xUP8dMeTrO3dh4rCyvxZfHbaSRTYj1wC2eu2c+ZJ1QA88cpuqowS/m3epylxZNMVD3D92t+zc6B13GMXYjKRJECIUQhG43zj148N9QH49qWnTnhnuiyXg3++7DRqSnIJROLccNvDkggIMcE6on5e6NgCwLnFx0ct+zWbmnllTT0AF542i8UllUxz5ZEwdf7W+BamaY7bvhtCXdyy/XFaon24NBufnXYyJ+XNRB3B5ci8GYVUl+eQShnc9eh75Nm8/NPs1VS6C/AnI9y47g/sCbSNW+xCTDaSBAhxlJK6zs13PMW+1h6yXA5uuvTUcW8CdCQuh41vffpUSQSESJN7G95ANw1qvaVMc+enO5yP1dw+wN2Pbwbg5BPKmT4tFwWFs4rmo6GwfaCFjf3147LvzX2N/GznMwRSUQpsXq6sXEmZc+QVfg42C7JZNfY39/Pymv14rA5uqv0EMzzFhFNxbtrwZ9qj0k9KiJGQJECIo2CaJj/660us2dmEzaLxjUtWjlsn4JFy2q3DEoEbf/mI9BEQYgL0xAI8dmBwsPNLFqY5mo8Xjia4/a/vkkzqVJVlc8qJ04bm5do8LM+bDsDf6t+iPx4a032/1r2T3+17kYSZotpdwOcqV+Czuo56O1keO6cvqwLgkRd20tUbxqHZuGHmuZQ6c+iJB/nW+rvwJyJjGr8Qk5EkAUIchXte2sjjb29HURS+8smTqSzKSXdIwPuJQHVxLgPhGF+97WH2t/emOywhJrW/1L9B3EhR4y5kdlZZusP5SLpu8Pv71tPdH8HnsfPJM2YdMiDYsrwZFNqzCOlxfr/vJVLGsQ9KaGDyWrSO+5vewcBkga+Ci8qXYlOto97mwtoippX4SCZ17n5sE4Zh4rLY+fqsC8ixumkId/Nvm/82JvELMZlJEiDECL2xdT+/eOR1AC4/fSELa0rSHNFwg4nAKqYVZuMPRbn+Fw/R0NGX7rCEmJR640EeaX4XgE+WLUZR0jfC7kg8+Ox2dtR1Y7WoXHz2bJz2Qy/CLYrG6tLFOFQL9eFuHmlee0z7jBtJngpvZ0NisMPuKfmzOKd4AdoxXnooisJ5K2dgsajsru/h9fUNAOTY3Hxt1vnYVQvreuv4zZ7nj2k/Qkx2kgQIMQJ1bT3865/+jmnCqQuqOWvRjHSHdFguh42bLj2V8nwfvYEI1//iIZq6/OkOS4hJ5976N4kbSarcBczJ8KcAb6xv5KV39gPwidNmUZjnOeKy2TY355WcAMDLnTt4rm3zqPbZGfXz011PsS/Vh4bCJ4pP4OS8mcNKfx6L7CwHpy2pBOChZ7fT0z/Y/KfMlcvnq08DBsdueKF9y5jsT4jJSJIAIT7GQDjGt3/7BOFYglnl+Vx55okZfdfP47Tz7c+cRkluFt0DYb76i4do7RlId1hCTBpdsQEebFoDwCdLM/spwM66bu59cvBC/pQTK5hVlfex68zwFLMyfxYAj7as48mW9SOuGGSaJu/27ONH2x+jNdqPAwunO2qozSod/UEcwYlzSygvyiKeGGwWdDDGJbk1nFc82Efjv7c9QoOMISDEYUkSIMRHSOkG3/3j07R0D5CX5eL61SuwaBP/tjFNk86on9c7d3Jv/Rvcse8lfrnr79yx7yUeaXqXt7p3058IDy3vddn5p8tOGxpQ7Cs/f4i2XkkEhBgLv9v7InEjSY2nkHm+iR1l92i0dAT4zV/fRddNaqvzWbGoYsTrnpQ3k1MLagF4um0Tf6p7hYGP6WzbFu3nV7uf5U/7XyVupKhw5nKOcyZ52vgUT1AUhfNXzcCiqeys6+b1dY1D8y4uX0qtt5SonuBfN91HTE+OSwxCHM8s6Q5AiEz2y0ffGKoE9LWLTsHrtE/o/qOpBG/17Oa1zh10xz9+EJ9KVz4r8mdySkEtPvfgOAI/ffA12vsCXPuzB7nj25+lLP/IA/IIIT7a3mA7T7VuBOAzFSdn7FOAvoEot939DrF4ivLiLD5x2syjjnVZ7gysioVXurazrm8/2waaObd4IQuyp1HmykVVFOJ6ih0Dzazr3c/m/gZ0TDQUlufNYHnudNraxrduf47PyalLK3llbT0PPruNuTMKKMh1oyoqX6w5g//Z/gj7Qh38fNfTfHfeJeMaixDHG0kChDiCJ9/Zzj0vDX7Zf/GCZZQXZE/YvpN6ihc6tvJ8+2ZiRgoADZUSZzalzhzcFjs21UJMTxFIRuiI+emI+WmM9NDY1MNTrRs5q3g+5xQv4DufPZ1bH3qNjr4g1/3sQX737cuomMBjEWIy+eWuZzExWZxTTY2nMN3hHFYgFOfnd72NPxAj1+fk4rNnj/oJ5qKcKood2bzcuY2O+ABPtG7gidYN2FULhmmSNIdX4JnhKeK0gjlk29wYpjEWh/OxFs8tYW9jLy0dAe58+D2+8+WVqKqCz+biizVn8Ks9z/Jo87ssza3h3OOglKsQE0WSACEOY8v+dv77ry8B8MmT5rBk5sQ98t8x0MLfGt4auvOfZ/NyYk4Vs7NKsalHfsuG9Bh7A+1s7G9gIBnhidYNvNm9m8umLeefLzuNWx96g47+IF++9QFu/+alTC/N/IGNhMgkb3fvYW3vXjRF5ZLyZekO57DCkQQ/v+ttOrpDeN02PnPe3MNWAjoaxc5srqg6hR0DrewNttMa6Sd+4OYEgFdzMMtXwhxvGYWOiX/SqCgKF5w6kz8/9h57G3t54e06zl81WLxhjq+c80tO4Nn2zfx4+2PM81VQ6sqM0s5CpJskAUJ8SJc/xHd+9wTJlM6i6aV8asXcCdlvytB5vGU9L3RsBcCj2TmtcA61WaUjqqjh0RycmFPNwpxK9gbaebN7N32JEL/f9zILfNP4ysXL+dNT62ntGeDanz3I//f1TzOvqni8D0uISSFupvjJricBOKNwLgWOrDRHdKhINMltd79DS0cAl9PKZy+Yj887NqOZq6jM91Uw31eBbhr4k2EsioZDs2JTLWNW9We0sr0OzlxezfNv1fHYCzuZO72AipLBhGR16RJ2B9qpD3fx71vu53fLr8OiammNV4hMIB2DhfiAaCLJt29/nJ5AhNK8LL50wTLUCWjz2xcP8dOdTw0lAIuyK7mm5nRmZ5Ud9ZerhsrsrDL+sfp0Ts6bgYbC1oEmbtv/FOedUzU0oNj1v3iIt3c0jMPRCDH5PBXeQUfMT67Nw+qyJekO5xCBUJyf/ukt6lv8OO0WPnvBPHJ9znHZl6ao5Nm8+Kwu7Ko17QnAQQtmFTG9IoeUbvD7B9YTTxxoSqmqfGn6mTg0K1v9Tfyh7uU0RypEZpAkQIgDDMPkP/78HDubunA7bHztolNw2I7tMfpI1Ie6uGX74zSEu3GoVi4qW8JZRfOPaURNAKuqcUp+LVdVraLA5iWkx/lz82tULLVRW1FAJJ7kW79+jMfe3jZGRyLE5NSU7Oel6F4ArqxciUMb/8+Fo9Hnj/KTP7xJc/sALqeVyz8xn4Kc8anIk8kGqwXNxO200tEd4v5n3v9sy7d7ubpyFQB31r3K+t66dIUpRMaQJECIA3771Du8uHEvmqpw46dWUJB95AF1xsr63v38bOfTBFJRCmxerq5axQzP2DbRKbBncVXVSpbl1gDwZv8uYrN6OXFWKbph8p9/eYFfPfYmujExnfiEOJ7E9SR/CW7ABJbkVDM/e+RlNidCQ2s/P/rda3T0hPC67Vx54QIKcqdeAnCQy2nlwtMHxzh4Y30j67e1Ds1bmjedU/JnYWLy/S0P0J8IpStMITKCJAFCAE+t2cEf/r4WgM+fs4SZ5QXjvs9Xu3bwx7pXSJo6NZ5CPle5Ap/VNS770hSNUwvm8OmyZTg1K82xPvYU7WPpwsEBfO58bh3f+vXjBMKxcdm/EMerX+55lhZ9AKdi5TMVJ6U7nGHWbW3l/93xJgPBOHnZTq785AJyxqkJ0PGksjSbkxYOFnP486Ob6Oh5/2L/8mkrKHZk0xMP8sMtD01YBSMhMpEkAWLKW7OzkR/+5QUAzl86i1PmVY3r/kxM3o418EDzGkxMFmVXclHZkmNu/jMS1Z5C/qHqVEoc2USNBBu9O1h8UgFWi8bbOxr4h//9KzsaO8Y9DiGOBy91bOWRlncBuMBZO25J+tFKpnTue3orv79/PcmUQXV5DletXkiWZ2LHMclkpyyuoLwoi1g8xe1/fZdYfLB/gF2zcu30s7AoGm/37OGe+jfTHKkQ6SNJgJjS9rR08y+/fwrdMFheW8GnVy0Y1/0ZGLwSrWNNvAmAU/JncWbRPNQJfCt6LU4un3Yyi7IrAdhk2cu0k63keJ20dA/wj//vfu56fh2GYU5YTEJkmoZQF/+97REAltkrqLLmpjmiQe1dQX7029d56Z39ACxbUManz5mD3SbF/j5IU1U+dWYtbqeVtq4gdz+2CdMc/Ewrc+Vy+bQVANy+93k29u1PZ6hCpI0kAWLKaury8/VfPUI4lmBWeQH/eN7Sca0EpBsG99S/yabE4AiaZxXO5eS8mWmprKEpGmcVzecTJYuwKCr1ZgfKCUFmV+ejGwa/fPRNrvv5gzR09E14bEKkW3cswDfX30U4FafGXcgKe2W6QyKZ1HnipV38569fpaUjgNNh4dPnzuH0ZVWoamZU58k0bpeNi86ajaoorNvayt9f3zs0b1VBLSflzUA3Df5t8/30xAJpjFSI9JAkQExJHX1BbrjtYXoCEcrzfdz4qRVYLeNXNzpl6Pyx7hXW9O1DAZbbKliYnf4LizlZZVxZuZJsqwu/GWJfSR1Llxdhs2i8t6+Vz/3PPdzxzBriydTHb0yISSCUjHHThj/TEfNTaM/iK9PPRlPS91Vpmiabdrbzw1+/wpOv7CalDzb/+cdLTmR6RWY8nchkZUVZnHVyNQCPvrCTdVsHOworisKVlSspcebQGw/y3c1/I2nI55yYWiQJEFNObyDMDbc9THtfgKIcDzddeiouh23c9pfQU9y+9wU29tejobDCXkmlNXNGrCywZ3F15SpmeYoxFJON1t1MX+WkdloByZTO7U++w6d/cBfPvLtTmgiJSW0gEeGb6+9kb7CdLIuTr8+6AK81PR1tTdNkx74ufvy7N/j1ve/S2RPG7bSy+oxaLj13Dh7X+H1mTTaL5pSwZF4JAH96eCN1TYNPOO2ala9MPxuHZmVzfyP/b8cTQ02GhJgKJAkQU0qXP8R1P3uQxq5+cr0uvv2Z08hyj82ImocTTSX41e5n2T7QglXRuKhsKWUW37jtb7TsmpVPli3mrKJ5aCjsTrbQXtXMuafVkO1x0tEX5Ht3PsuVP7qH59bvlnKiYtLpjA3wlXd/z7aBZlyana/NOj8towLHEyne3NDID/+/V/n5Xe9Q39KPxaJy0sJyvvSZxcyuyUeZgAEMJ5vTl1UzY1ouqZTBr/6yhpaOweY/xc5svlxzFgoKj7es54HGd9IcqRATR3oSiSmjvS/A9b94iJbuAXK9Lv7pstPI9Y5ftY9AIsKvdj9Lc7QPm2rh0+XLKHFk0+pv/fiV00BBYVF2FWXOXJ5t20R3IshLbGTxqdUU9FXw8sb97G3t4bt/fIbbn8zm8tNP4FMnz8XrGr8kSoiJsKm/ge9tvp+u2ADZVhffqP0Epc6Je1qXShnsaehh7eYWNmxvI57QAbBYVBbOKuKkheW45c7/MVFVhQtPn8WDz26jvTvEz+96m3/58kqKC7zMz67g0oplPNz8Lj/f9TQlrhxOK5yT7pCFGHeSBIgpYV9rD9/89WN09AfJz3Lzz589jbys8RtQpzsW4Je7/053PIhLs3Fp+XIKHb7joiZ1gT2LK6tW8nbPbjb0NbAxUI/b3sZFFy0i0qLyyqZ9NHX5+emDr/Grx97inMUzuWBpLcvnTMOqjV+/CiHGmm4a3Fn3Cn/Y9zIGJsUOH9+Y9Qly7eM7UKBpmnT2hNjT0MuOum527O0iGn+/PbrPY+eEOcUsnFWMwy5f02PFZtX4zHnzeODv2+jqC3PrnYOJQGGeh7OLFtAe9fN2zx7+bdPf+OXSL3JibnW6QxZiXMmni5j03t3VxD//7knCsQRFOV7+6TOnkjOOTwDqgp3cvud5Qnocn9XFpeXLyLGN/+jDY8miaJxWMJdZ3lJe6NhKdzzAwx1rKfFm8/nLlhBs03ltaz2tPQM8vXYnT6/dSbbbwcr51ayaX83JcyrxjWMzKyGO1bs9+/jFrmfYFxocF+OkvBlcUXkKDm1s77inUgZdfSHau0I0dwzQ2OansdVPMJwYtpzLYWVGZS5zpxdSVuSVJj/jxGG3cNn587j/71vp9Uf53zve5Fv/uIJpJT6uqlpFKBVji7+Jf974F367/DpmZZWkO2Qhxo0kAWLSMk2TR9/axi33vUxKN5hRmsfXLl6Jexw7Aa/v3c+f979G0tQptGdxSfkyPJbj92K42JHNVVUr2dLfyJrevbRH/dzR8BLTXPl86sITyIp5WbenmfV7WvCHY0MJgaLAzLICFs8oY0F1CfOqiqgoyJYLG5FWpmmytncff214kzU9g+UiXZqdy6edzEn5M496e4ZhEookCIRi+INxBgJR+gZi9A9E6fFH6O4L0zcQPWyHek1TKCnwUlHso6Yih+J8j7w/JojLaeXyT8znoed20N0X5id/eJOv/8NJ1Fbn8+XpZ/HL3X+nLtTJjev+wK+Wfok5vrJ0hyzEuFBM6QovjpKu62zatAmARYsWoWVgE5BoIsktf3uZJ9fsAGDprHK+eP6ycSsDqhsGj7Ws44WOrQDM8BRxQckibOrwPNswDVpbB/sElJWVoaax9ODRiukJ3u3bx+b+JpLmYJvlfJuXUwtnszx3Ol09Ubbub2drfQftfYfW3PY47cwozWNmWT7VJXlUFeVQWZRDYbYHTf3483A8/N1lqql+7hpCXbzcuZ3n2jZRH+4GBvvAnJo3h7Py5qMZFmLxFPFEilh88F80niQaSxGJJmjr6CaWMNAsDiKxJOFIglAkQTiaYCTfoFaLSl62i/wcF0V5HoryPRTmubFox8/7fzQy/fMunkjx6Is7aekIYNFUrly9gNOWVRFJxfnVnmdpCHfjsTi4bek1LMieNqGxTfX3rJgYkgSIo5bpH057Wrr53l3Psq+1B0VR+PTKeZy3tHbcBgIbSET4U90r7A62A7A0t5pVBbMPOwpwpn8pjkREj7Oxr4HN/gbiB+pqqyjM9BazOLeaeb4KbLqVPa097Gvtob6jj+ZuPyn98P0hrBaN0twsSvKyKMnzUpKTRWGOh8LswX95WW6yXHYMw8jov7tMNpbvWcMwSeo6yZROUjdIpfQD0wbJlE7KMEjpBrpuDP1uGCa68f5rhmFiGCYpw8A0TXTDxDAMdNM8MM9AN0xM0xy2vH7gdf3Adof+Gfrgz5RBLJXEH4swEIsyEI8SjMdIJHXQAUMBXUEzNIyUyVh9+TkdVjxOK26XDa/bhtdtJ8tjJ9vrwOd14HHZpuRd/uPh8y6VMnjm9T3saegF4NQllVy5egG6qvPrPc+zL9SBQ7Pynws/xxlFcycsrkz/nhWTgyQB4qhl6odTUte567l1/P7pteiGgddl57oLT2J2ReG47fO9vgburX+DkB7HpmicW7KQWm/pEZc/Hr4URypp6OwJtrHV30RbzD9sXoHdy0xvCVXuAqrcBeTbsugbiNDaE6Clx09HX5CO/hDdA6ERjT1gtWjkep04NMhy2phWWkSu10WOx0mW24HP7SDL5SDLZcfrsuNx2HE7bSN6wnA8OHihnNR1ksnBi+5EavBCPJH8wO+p93+PJ1NDP2OJJI1NzSR1g9y8ApK6QTyZIp7USSRTxFODPxMHlk8kh68/tO3k4EX+ZGPRVKxWDZtVw2ZRsdssWK0adtvgv0Q8itWiUliQi8thw2G34LRbcDmtOO1WGbH3CI6XzzvTNHl3SytvbGgEoKzIyxc/s5jiIje/3/cSOwItANw48zz+seb0CUnoMvV7VkwukgSIo5aJH07v7Gjk1odeZX/74CAwJ84o5eqzFo/bGACBRISHm99lbe8+AApsXi4sO5E8m/cj1ztevhSP1kAywp5gO/tDnbRH/RgfuseqoJBn81DgyCLP7iHH5ibL6sKjOtDjJrGITiScIhROMBCKMxCO4Q9F8YeiROLJUcflsFnwOGw47TacditOmwWHzYrdasFus2CzaNgsGhZNG7wQtKho6uA/VVVQ4MDP97/0DXPwDrXJ+xfngz+Nw96t1ofuVn/w7rU+7E52MjU4PXRHXddJHXgtceBOe6Z+UivK4Dk6+E9RQBn6CSiDy5gA6oGDUA6cP0zMQ343MTAOTA+uD+bgzyNMK+oHplUTq6aRZXWQ7XBT4PJS4PTitNqwaCoWi4rVomHVVKxWFYumfeRF/GR9z06E4+3cNbT28/Rre4nGkoMlRU+byXmnzeCJ9nW82jXYtHRVwWz+bf6nybN/9Gf9scrE71kx+UgSII5aJn047Wzq5LdPvcMbW+sBcDtsXHHmIpbXVozL3RrdMHijayePt24gqidQgGW50zk5fyYW5ePPw/H2pTgacSNJa6SPtqifjlg/3fEAUf3oLuQ1FGyqBYuqoZkqSlKDpEIyokNSQTNtGEkwk6AnwUiCkTTRU6AnTY6DSqzHTjVRFAaHfDxw8Tv4+wd/mpgHf9c+MO/AssqH11E/8FP5iOmhfQxe4I/7oaJgUTVsioZNs2BTrTg1K3bVittix2Wx4bU4ybK68NlcuDX7mO17Krxnx8vxeO4i0SQvvlM31Dwo1+fk0+fOIV4S5KHmNaRMgxybm5vnXsyZRfPG7alAJn3PislLqgOJ445pmmzY28LdL2zgzW2DF/+aqnDGCdNZffLccan+Y5gm7/bs4+nWjXQnggAU2rM4u2g+JRM4qNDxwK5aqfEUUeMpGnotosfpS4QYSEQIJKOEUjHCepxIKkFMTxA3ksT11NATBB2TqHHg6h4GLzjtB/59DAXAAFKD7b/RlcFpXTnQJpzBnwZgDv40zQO3qg0O3LI+eOsajthwXPngzw/fqf7Q3WmFwQvnD/+ufuh19TC/H+61o7j4HuklioJy4LpeGew/oyhoqAd+KqiKiqoM/tRQ0A5Ma4qKpgzeTbegDk6rgz8tinZgvopFVdHQBhO7A+sN/q5iObANy4F1LYqGpqpY0QbXG0GCLcRYcDmtXHTWbHbX9/Dquw30DUT540MbKS/O4sLlp7DesYO2eB//d9NfWZpbwz/NWc0Mb3G6wxZiVCQJEMeNzv4gz2/YwyNvbKWxqx8YvBBaXjuNT540h+LcsX88G0rGebtnN6917qT3wMW/S7Nxcv5MFmZPO2znX3Eol2bH5bRT7sz7yOV0Uydh6KRMfbCzp2lgmCa6OdgWvbunC8OE3PzcoeY4BoPNcYyDvx+cZrAz6WDzksH5JiaGaWCYDDY6OdCsxzCN97d1cFnTZPCBwgea/xzICD7YpdTkg/nA+7+pgKIoQxfVigIq6tD0wYtoBRVNef8iW2OwKZKmDC6tHriIHpqnKMMuxlFUNAVU5cC2UVAOLKMc+B3TpKO9HQWF0tJSNEUbbK5zYL4yLHYhRG11PjUVOWzc3s6aLc20dARoeSJArs9DzcxsGnKaWc9+rn7rV5xZNI/PV5/KvOyKdIctxFGRJEBkLN0w2N3czbu7mnh1Sx1b9rcPzbNbLZw0exrnLZ1FYfbYDsQVScXZ7m9hfV8d2/0tpA5cCjo1K0tya1iUXXVI6U8xNjRFw3mEx96GaaBoUQDK3IXHRdOCTGGYBjZl8G/Wplrk3AkxAlaLxkknlHPC7GI27Wxnw452+gai9K0HyMZTqBLJD/BScCcvdWxjfnY5nyg9kXNLFhx3A0SKqUmuZERG0A2Dtt4A+9t62dncxfaGDrbWtxOIxIctN70kj5PnVnLS7AocNusx79c0TQLJKA3hbupD3ewJttEQ6h7WsbXQnsWinCpqs0qxSrMEIYSYUhx2CycvqmDJ/FL2NvaybU8XTe0DhLoM6PLADsBusCUvwNbcF/lp1nPMLi9kVfksFuVUMcdXhtfqTPdhCHEISQLEuEnpBtF4glBscFCdgUiMQDhGfyhKz0CYnoEw7X0B2noDtPUOEE/qh2zDYbMwq7yAuZVFLJ5RRrZnZB+kg/XFdaJ6kqieIJSKE0pGCaSi9CdC9MVDdMcDdEQHCOvxQ9bPtbmZ6SlhVlYJBfasYz4XQgghjm9Wi8bc6YXMnV5IIBSnrqmPuuY+mtsH0OMqZpsds82OAWwjzjbbZnBvRHHreD02CrI9lGb7KMn2Ue7LpiTLR7HXR5Eni2y7C4s6eW8yGYbBlVdeidPp5K677hr1dmpraz92ma9//et84xvfGPU+phKpDnQM6uvricVi47oP0zTp6A/iD0XHdT8Z6WBHyIneraKMY/to8/2OpsrQf8SIyLkbPTl3oyfnbvSmyLkzTYxD72GNmYI8N/nu8W9e5HA4qK6uHpdtf//73+f+++9nxYoVx5QE/OpXvzrs66lUij/+8Y8YhsEf//hHVqxYMep9TCXyJOAYxGIxIpHIuO/H57Dgc4xvTWIhhBBCZKaJuNYYD6FQiH/913/lueeeG5PtHekO/6233koymeSmm26SBOAoSBJwDByO9weiGhgYoKOjg1QqhcfjIRQK4Xa7qaqqGtN9RiIR6uvrcTgc1NTUTMmh6IUQQggxtj54TTMWnnnmGX70ox/R3d3Naaedxuuvvz6m2z9o8+bN/OEPf2D+/Plcf/3147KPyUqSgGPwwcdmn//852loaODmm29m/vz5nH322Ud87PXee+/xu9/9jvfee49IJMK0adO4+OKLueaaa7DZPrrG/RVXXMGmTZt48MEHmTt37lgfkhBCCCHEMfvb3/6GoijceuutLFq0iLPPPvuIyx7LddGPf/xjTNPkBz/4Aaoqlc+OhiQBY+TGG2/kxBNPxOFw0NLScsTlnnzySW6++WacTifnnnsueXl5rFmzhltvvZW3336bO+64A6v18FVvnn/+ed577z1Wr17NggULxutQhBBCCCGOiVwXZT5JAsbISNqgdXd3873vfY/CwkLuv/9+ioreH1H1hz/8IX/961+56667uO666w67/h//+EcUReErX/nKmMUthBBCCDHW5Loo88lzkwn0+OOPE4vFuPHGG4f9oQN85zvfwWq18tBDDx123S1btrBp0yZOP/30EZXIEkIIIYTIZHJdlF7yJGACbd26FRhs+9bZ2XnIfLfbTUNDA+FwGLfbPWzeww8/DMCVV145/oEKIYQQQowzuS5KL0kCJlAgEADgkUce+djlPvjHbpomL7/8Mj6fj5UrV45rjEIIIYQQE0Gui9JLkoAJdPAP+PHHH2f27NkjXm/79u10dXVx6aWXHrFzjBBCCCHE8USui9JL+gRMoIN/4Fu2bDlkXjKZ5JZbbuHOO+/kw4M4b968GYClS5eOf5BCCCGEEBNArovSS5KACXTxxRdjtVr55S9/SXNz87B5v/nNb7jzzjvZuHHjIQOAbdu2DYB58+ZNWKxCCCGEEONJrovSS5oDTaCKigq+973v8YMf/ICLLrqIs88+m8LCQrZs2cK6desoLS3lu9/97iHrNTU1ARzSc14IIYQQ4ngl10XpJUnABLviiiuorq7mj3/8I2+88QaRSITS0lK+8IUv8JWvfIWCgoJD1unv7wfA6/VOdLhCCCGEEONGrovSRzE/3NBKCCGEEEIIMalJnwAhhBBCCCGmGGkOdAzq6+uJxWI4HA6qq6vTHY4QQgghRNrIddHxRZKAYxCLxYhEIukOY0xFIpCVBboOmgaBALhcw5fRdZ1NmzYBsGjRIjRNm/hAj1Ny7kZPzt3oybkbPTl3o3fEczeSL5op7nj9u5uM10WTmTQHEsMkEoOfyzD4M5FIbzxCCCEmGfmiESIjyJMAMekEg0FOPfXUoek33nhDKggIIYQYEo/HufPOO4emv/jFL2K329MYkRATT5IAMenouj40muDBaSGEEOIg0zTp7OwcNi3EVCPNgYQQQgghhJhiJAkQQgghhBBiipEkQAghhBBCiClGkgAhhBBCCCGmGEkChBBCCCGEmGIkCRBCCCGEEGKKkSRACCGEEEKIKUaSACGEEEIIIaYYSQKEEEIIIYSYYmTEYDHpWCwWTj/99GHTQgghxEGqqlJZWTlsWoipRq6OxKTj8Xh49dVX0x2GEEKIDGWz2bjmmmvSHYYQaSWprxBCCCGEEFOMJAFCCCGEEEJMMZIECCGEEEIIMcVInwAx6aRSKd58882h6VWrVknnYCGEEEMMw6CpqWloetq0adI5WEw5cmUkJp1QKMSZZ545NN3f3092dnb6AhJCCJFREokEf/7zn4emb775ZhwORxojEmLiSdorhBBCCCHEFCNJgBBCCCGEGDOxRCrdIYgRkCRACCGEEEKMmdaegXSHIEZAkgAhhBBCCDFmEil5EnA8kCRACCGEEEKIKUaSACGEEEIIIaYYSQKEEEIIIYSYYiQJEEIIIYQQYoqRJEAIIYQQQogpRpIAIYQQQgghphhLugMQYqy53W4effTRYdNCCCHEQVarlc997nPDpoWYaiQJEJOO1WrlkksuSXcYQgghMpSmacyePTvdYQiRVtIcSAghhBBCiClGkgAhhBBCCCGmGEkChBBCCCGEmGKkT4CYdMLhMFdfffXQ9L333iudg4UQQgxJJBI88sgjQ9OXXnopNpstjREJMfEkCRCTTjKZ5PHHHx82LYQQQhxkGAa7d+8eNi3EVCPNgYQQQgghhJhiJAkQQgghhBBiipEkQAghhBBCiClGkgAhhBBCCCGmGEkChBBCCCGEmGIkCRBCCCGEEGKKkSRACCGEEEKIKUaSACGEEEIIIaYYSQKEEEIIIYSYYmTEYDHpqKpKZWXlsGkhhBDjLxRN0BeMYJomWS47mqah63q6wzqEoij4fL5h00JMNZIEiEknKyuLhoaGdIchhBBThm4Y7G7upq6th1gyhUVVSaVSZFmh2GtPd3iHsNvt3HTTTekOQ4i0kiRACCGEEKOW1HXe2lbPk+/sYCASA8DtsHFCdSnd3QNQls/8NMcohDiUtJMQQgghxKjtauri0be2DSUAAOFYgrd31KNYrOxr7SEYiacxQiHE4WRcEjAwMMCPf/xjzjnnHObPn8+yZcv48pe/zLp160a8jXXr1vGFL3yBZcuWsXTpUr7yla+wffv2cYxaCCGEmHqi8SQb97QQjScPO39TXRtOp31YgiCEyAwZ1Ryov7+fK664goaGBk488UTOPfdcenp6eO6553jnnXf4yU9+wic/+cmP3MZLL73EN77xDXJzc/n0pz9NNBrlqaee4oorruDuu+/mxBNPnKCjEeliGAZNTU1D09OmTZPOwUIIMQ4CkRj9oegR5w+Eo2iqlnEdb03TZGBgYGja5/NlXIxCjLeMSgJ+85vf0NDQwFe/+lW+/e1vD71+7bXX8rnPfY4f/vCHnHnmmbhcrsOuH4vF+Pd//3dycnJ49NFHKSgoAOCqq67ic5/7HN///vd54okn5I0+yQUCAaqrq4em+/v7yc7OTl9AQggxSamqisthxeOwE4gOv9tvs1rIzfJSmOsjEI7RGwiTl+VOU6TDxeNxbrvttqHpm2++GYfDkcaIhJh4GXV79Nlnn8XhcPC1r31t2Ou1tbVceOGFDAwMsHHjxiOu//TTT9Pb28tVV101lAAAzJkzh0suuYQ9e/bw3nvvjVv8QgghxFSS43FSmu+jKNeD9oEnri67jVgiSUI3qGvr5Y2t+3ninR2s39NMMpV5JUOFmIoyJgkwTZPrrruOm266CZvNdsh8u32wxFg4HD7iNt59910AVqxYcci8k08+GYA1a9aMRbhCCCHElGfRVBZNL6Mg20NNSS5ZLgcOq4VoPEE4mmTV/CoGBvwAxJMpNuxpYX97b3qDFkIAGdQcSFEUvvCFLxx2XiKR4LXXXgNgxowZR9xGY2MjwLCBog6qqKgAYP/+/cca6iFM08zIwVBGY/AwtA9M63z40D54rJl43B+OafAYMiPOTD93mUzO3ejJuRs9OXcfryTHw3mLZ7G9sYOWbj/BaJxYPMXM8gL2NTSRSKYwTBPVMDCBHY2d1H5gfV3XOeSLZpxl8vcETPzfnaZpH7/QUcqk8znVjPT/Z8YkAR/l17/+Na2trSxfvpzp06cfcTm/3w8wbBTAg7xeLwDBYHDM44tGo2zatGnMt5sOwaAGLBqa3rp1K17vkd/IW7duHf+gjtKH/x8PHoM3TdEcWSaeu+OFnLvRk3M3enLuPlqJ3UZheRYp1co72/azdddeTHNwXldn59By4cTwvgNbt25Fn+DP6GRyeDWjrVu3YrVaJzSGkZqIv7slS5aM+TYny3XR8Wik/z8zPgm49957+e1vf4vH4+G//uu/PnLZZDKJqqpYLIce1sEmRvG41CoWQgghxloykQDAsEDfQAjzCMtpUq1NiIyQ0UnAb37zG2677TYcDge//vWvqaqq+sjlHQ4HhmGg6/ohj0ISBz6cnE7nmMfpdDqpra39+AWPAwcepgxZsGABHy6so+v60J2JBQsWjMtjxGPh/9BBDB5Ddlpi+bBMP3eZTM7d6Mm5Gz05d0cvlkixvy9GXyAy9ASgsKgI9UBlvjk++7DlFyxYwCFfNOMdYyzGc889NyyGTKoONBn+7hYtWpTuEMTHyMgkIJlM8v3vf59HHnkEr9fL7bffzrJlyz52vYPNgAKBADk5OcPmHWwiMh7NQhRFOS7foIfz4cPQNO2Q1w6dn1nH/uF4MjFGyNy4jgdy7kZPzt3oybkbGbdTY3ntNF5+b+/Qa6qioKgqboeNuZWFw5bXNO3QL59xdrx8T0Bmx/ZRjseYp5qMSwKi0Shf//rXefPNNykqKuKOO+4Y8V32mpoaNmzYQHNz8yFJQHNzM8BH9ikQQgghxLGbXpqP1aLxhqrT0RfA67RTVZJHbXkBBaTSHZ4QggwqEQqDTwBuvPFG3nzzTWbNmsUDDzxwVM1sDj4tWLt27SHz3nnnHQAZMVgIIYSYAGV5WSws93HOwkouWTmfVfOrKcj2pDssIcQBGZUE/PKXv+Ttt99m+vTp/OUvf6G4uPio1j/77LPJzs7mz3/+Mx0dHUOv79y5k8cff5xZs2aNqFmREEIIIY5dIpEglYjhtGdm5R0hprKMaQ7U3d3NXXfdBQyOEPyXv/zlsMude+65zJ49mxdffJGdO3eyfPlyTjrpJAA8Hg/f+973+Jd/+RcuueQSVq9eTSKR4Mknn0RRFP7zP/8T5UDHJDF5OZ1Ofv7znw+bFkIIIQ6yWCycf/75w6aFmGoy5q9+8+bNQxV8nnnmmSMuN23atKEk4NFHH+XrX//6UBIA8KlPfYqsrCxuv/12HnroIRwOB8uWLeOb3/wm8+fPH/fjEOlnt9u56aab0h2GEEKIDGWxWDj55JPTHYYQaZUxScA555zD7t27R7z8Lbfcwi233HLYeaeffjqnn376WIUmhBBCCCHEpJJRfQKEEEIIIYQQ40+SACGEEEIIIaaYjGkOJMRYiUajfPe73x2a/vGPfyydg4UQQgxJJpO89NJLQ9Nnn302VqtUMBJTiyQBYtKJx+PcdtttQ9M/+MEPJAkQQggxRNf1YWMKnXHGGZIEiClHmgMJIYQQQggxxUgSIIQQQgghxBRzTM2B2tvbaWxspK+vD1VVKSgooLy8nKKiorGKTwghhBBCCDHGjjoJ6Ozs5O677+bFF1+kqanpsMvMnDmTc845h8svv5zi4uJjDlIIIYQQQggxdkacBPj9fn7yk5/wxBNPoOs6c+fO5bLLLmPatGlkZWWh6zp9fX20tbWxYcMGfvOb33DHHXfwmc98hq9//evk5+eP53EIIYQQQgghRmhEScBzzz3HD3/4Q/Ly8vjud7/LhRdeSHZ29keu09nZySOPPMLDDz/Ms88+yw9+8AMuuOCCsYhZCCGEEEIIcQxGlAT8+Mc/5v/+3//LRRddNOINFxUVccMNN3D99dfz8MMP86Mf/UiSACGEEEIIITLAiJKAZ599FofDMaodqKrKZz/7WVavXj2q9YUQQgghhBBja0QlQkebAHyQDNYkhBBCCCFEZjimEqHNzc10dXWRSCQOO3/FihXHsnkhhBBCCCHEOBhVEtDb28uNN97Ili1bPnK5nTt3jiooIY5FdnY2pmmmOwwhhBAZyuFw8B//8R/pDkOItBpVEvDTn/6UzZs3s3TpUhYtWjQmzYWEEEIIIYQQE2NUScCrr77KhRdeyM9+9rOxjkcIIYQQQggxzkbUMfjDIpGItPcXQgghhBDiODWqJGDmzJk0NjaOdSxCCCGEEEKICTCq5kA33HADN998M2eddRaLFy8e65iEOKJEKgWAzXLkP12/309OTs7QdH9//8eOcC2EEGLqiMVi/O///u/Q9M033yz9G8WUM6Ik4Oqrrz7kNV3XufrqqykrKyM/Px9N04bNVxSFe+65Z2yiFFNetz/E3tYeGrv6AagqymFGaT4F2Z40RyaEEOJInE4nccXGvrYe3E4HRTkerOkOSggBjDAJ2LBhwxHntbS00NLScsjriqKMPiohPqCtN8ALG/YQTSSHXtu8v529rT2cu2QWJblZaYxOCCHE4bT2Bnh9Xy8bdzejWm14nXZOmF7KOTUFFKc7OCHEyJKAXbt2jXccQhxWUtfZuLdlWAJwUCSe5L29rRQu86CpH929JZ5I0ekPkUilcNmtFGR7sH7o6ZUQQojRMwyTQCSGYZokkile2bSXSCzB7MoiokmD1t4Ar23ZT7C9kxvSHawYd7phfOx3s0ivESUB9957L6tWraKysnK84xFimL5AhLa+wBHnt/YG6AtEPrJZUEvPADvbGukNRABQVYWy3CxOnltJXpZ7zGMWQoipprXHz7aGTtp6AximQSKpowBrdjbSH4pSU1rIgpoSGjv72dvSk+5wxQRI6ZIEZLoRJQH/9V//haIolJaWsnLlSlauXMkpp5yC1+sd7/jEFKcbBoZx5NF/dcMgpRsfuY3Xt9Sh2pxD04Zh0twzQHzzfi5YNguXwz5m8QohxFTT0u3n+Y17SCR1ALr6Q6zf00Q4nuDsE2bw9vb9NHf7ae8Pct6SWezv609zxGIi6LqBdADJbCNKAv793/+ddevWsX79eh544AEefPBBVFVl/vz5rFq1ilNOOYUTTzwRVTI+McbcDhtOm/WwzYEAXHYrboftI7cRS6RwHWaRroEQ7X1BppdKEiCEEKOR0g02728fSgBSKZ2O/gCGCYmkzo6mThZNL2d7UxfxlM7W/e3MzJMbiFPBx92gE+k34upABysENTQ0sG7dOt599102bNjAr3/9a37zm9/gdrs56aSTWLlyJatWrWLatGnjGriYGnxuJ7MrCnmvrvWw8+dMKyLLPfqybt0DYaaX5o96fSGEGE8pI4WiqGhKZt5k84eidHygyWYskSKe1Mly2fG5HSSTKaYV52KxWtA0lR2NHfiKCtIYsZgouiFJQKY76nECqqqqqKqq4rOf/SwAra2trFu3jo0bN7JhwwZeeeUVTNOkvLycF154YcwDFlPPgppiookEe1t70A80DdJUlVnl+cyrKjqmbVu0zPxiFUJMbe3RfvYFO2iL9GNRVWZ6S6j0FOCzutId2jCmaWKYw5ts2iwaVs3BruYuwrE4s7v9vLy5DrfDzpmLplOW7TzC1sRkIk8CMt+oBgv7oLKyMhwOB3a7Ha/Xi9vtZsuWLYctGyrEaLjsNlbNr6G2vHCwc68CeV4XhTkfXxXoo6iKQkmuPJYWQmSW/aFOXuvcQdLQh17rje+lLtjJmcXzyLZlTkEDr8tBtsc5VHjBYbPgcdrY2dSF1aJRlucjEk+iKArxZIq9Ld1cNn9JmqMWE0H/iP58IjOMKglIJBKsXbuW119/nXfeeYe6ujoArFYrS5Ys4Tvf+Q6rVq0a00DF1GbRVErysijJO/oxAYpyPAQP06VgdkUBhdmSBAghMkckFefdnn3DEoCDuuMB9gTaWZ4/Iw2RHZ7DZmFBdQmvbanDNMFi0dANE9M0sWoqy2srqO/ooyzPh9WiUl2cRzieSHfYYgIYpjwJyHQjTgLq6+t54403eP3111m/fj3xeBzTNJk+fTqf//znWbVqFcuXL5dht0Xa2e12vvWtbw1Nn71kDo09Qfa2dpNI6bjtNuZWFjGzrACrRcYKEEJkjq5YgEAyesT5+4IdzM+uwGXJnIIGM0rzSSRTbKproy8YIRpPku9zM3daIYFQFD2VojjXS36Wm9wsF4FwPN0ho2kaJ5100rBpMbbkSUDmG1EScM4559DaOtgxMysrizPOOINVq1axatUqiotl3D+RWZxOJ7/4xS+GvVacn8P8ymLiqRQumxWHXeqWCSEyT9JIfeT8lKkfWCZzkgCLprKwppQst4OdDZ3MKM0jqRv0ByI4bFaK8rLoD0bRNBXTMPE4P7qi20SwWq1ccMEF6Q5jUvuo8t4iM4woCWhpacFms3HppZdy7bXXUl5ePt5xCTHm3E4bbtL/5SOEEEfisThQFeWQzrYHea1OnFrmfY5F40nW7WrCZrWwv72P17fW0ReIkEyl8DrtnLFoJqFojHgiSeF8uYaYCo70Nywyx4iSgNWrV/P2229z3333cf/991NdXc1pp53GypUrWb58OXZ75tyREEIIIY5XBY4sypx5NEcOHVVXAeb6yrFpmfcks8sfxDBhZ2MnPYEwNSV5nLFwOvk+F7GETigaZ860QkxMkslD+zuIyceUJCDjjSgJ+OlPfwrAtm3beP3113nzzTe55557+POf/4zNZmPp0qWceuqprFq1ihkzMqfDkhBCCHE8sagaK/Jm4tQsDCSi6BgMJCOYJizImUaNpzDdIR5WNJHCZtVo7OpnYU0J8aTBhj3NNHb14XbYWVBdgmGa1JYX0NYToDLdAYtxJ0lA5juq6kDz589n/vz53HjjjYRCId566y3eeOMN3nrrLd566y0URaGoqGhowLBPfOIT4xW3EEcUj8e5/fbbh6ZvuOEGeVolhDgu9MaDbBtopj7UTX8yjFXRmJddwZysMoqcPtQMHTTMabOQSOpML82jqdPPjqZO2nsDmEA0nuKVzfs4cUY5wUiMU6flpTtcUqkU69evH5peunQpFssxV00XHyA5QOYb9V+8x+Ph/PPP5/zzzwegrq6Od999l2eeeYaHH36YRx99VJIAkRbRaJRvf/vbQ9PXXHONJAFCiIznT4R5qX0b/mQYGOwfAIMVgayKRoEjC1VJZ4RHVpTtJctlw2ax0BuM0O0PD7UJNwEVhZ1NncyrLGTD7hbOTG+4pFIpnnvuuaHpRYsWSRIgppxj+otPJBJs3bqVjRs3snnzZrZu3UpnZyeKokizICGEEOIo1Ie6hhIAt8WOTbVimAaBZJQ9wXZmeIspceWkOcrDc9itLKwuY83OZkzTRDcMQBlqEmIq4LBaaOsN4k7IOAFTgTwIyHxHlQT09fWxcePGoX87duwgmUximialpaWsWrWKFStWsGLFCvLy0v+4TwghhDgeGKZBXagTl2bDa3XSHO6lJxHAqdmZ4SnCxKQ7HsjYJACgrMDHjLI8ugdCqKpyIBEY5LBZME0TBXA75MmsEJlgREnAd7/7XTZu3EhTUxMw2NnD5/NxxhlncMopp7BixQoqK6WbjxBCCDEaJmBBw6JaeL59CylzsIKOisL+UCcLfNOozSpLb5AjcOL0cupaeynweRgIR1EUBYdt8FIjnkiR7/NQZpGRZKcC6Ric+UaUBDz66KPY7fahu/wrVqxg3rx5KEqGNk4UQgghjiOaolLuzuWe+jcAk+meIrKsTqJ6EptmIWXo6GbmXzwXZLtRNYWZZfnsaOwkkUoxEIpiAjPKCognk2RludMdphCCESYBd911F4sXL8Zmy7wBSoQYCEVp6RmgvS+ARdPItktyKoQ4PpkmLMiu5L3+BtqjfUOvF9izmOUtYRFV6QtuBCyaxpKZ5TR09GG1aOxp6cJltzK/upSF1SXEk0l6g4F0hymEYIRJwMknnzzecQgxKh19QV7etJdAJD70WiQUTGNEQggxOgoKJ+fP4I3uXbRH+4dec2g2FEXhlc7tLMyppMyVm+ZIj8xltxKMJKgqziM3y8WyWWU4rFaSuk5rX5Dmrn7KpAiPEBlB3oriuJVIpXh7R8OwBEAIIY5XPqsLqzrY9CfP5hmqrmJRVDRFxaJoNIS6MjoJcNqtzKksZF9rD+/ubKK9uxcYLCuOopDtduJ0SauCqUD6BGQ+SQLEcaurP0T3QCjdYQghxJgodvqI9iRQFAUDk3AqTsoY7CDsstiochfQGRtIc5Qfr7asgHgihcsx/GLf47BTlu9DTcbSFJmYSJICZD5JAsRxK5pIyYiEQohJw2N1UuMp5I2unfQnwhy8jLIoGvn2LLpjAWqzStMb5Ag47FYWzSglZRhsL8xGUUBRVeIJHVVTQZKAKcEw5As6040qCejs7KSoqGisYxHiqDhtFhRFhiYXQkwe5a488m1e3BYHCSOFpqhYVY2YniRuJMm1edId4scKhmNs2NfCzsZOtuxrZiAUpbaqlBOml9EbjAyVDBWTmzQHynyjeid+7nOf49JLL+Wb3/zmWMcjxIgV5ngo8Hno8g9vEuRwufnvPzzMoumlzKsqJisrK00RCiHE0TFNk7k5FbzVvQtM0E2DuJEEYL5vGoFklFAyhsfqSHOkh5dMpnh7ZyP1HYOVjUpyvfi8LroHwryzo4HLTz+BSrua5ijBbrfzrW99a9i0GFu6PAnIeKNKAnp7eykpKRnrWIQ4KjaLhVPmVvHSe3sJRt/vHKyqKstOmMfKedW4ndIBTQhx/EhioALnl5xAU7iHhJ7CplkpcWajoOBPhjN6vIBOf4jGzn5M06TLH2Jfaw+plE5Ojo9IPEldWy+1tem/flAUhezs7HSHMakZGfx3KgaNKglYvnw5L730EpdddpkMGCbSqjjXyydPmjM0ToBVU5lWmENpbhYOuzXd4QkhxFHxWZ0kDR2rYqHKXUhnfABMsCoaSVMnz+7Fbcncu9Z9wQiGadIfjNLSPUAylQIgkUyBorC5vp0ap8rSNMcpxl9KlyQg040qCTjzzDP52c9+xnnnncfy5cvJz89HVYc/3lMURZoLiQmR7XGS7XEyv6o43aEIIcQxybd7me0r4/HmdbRE+tBUjWyrCxOTGk8hq8uWYFG1dId5RIqiYBgG3QMhzMPUh9EUhbZeGSxsKtAlCch4o0oC/vu//xuASCRCc3PzYZeRJEAIIYQ4Ok3hHp5v38z+UBdRPYGJSW88QKHDRygVJ5CMpDvEj1Tgc+O0WynO8ZLvc9PerdI9EMYwQVWgpiSPgIwYPCUkJQnIeKNKAu6+++6xjkOIMRMIBFi4cOHQ9JYtW6RzsBAi44WSMXYMtNIa6cdnc+Ey7KRMHQUFzME21nuC7czOKsNhydD+TgrYrRa2NbQTS6SYVpjNSXML2by/DZ/bRbbHSV9/f7qjJB6Pc/vttw9N33DDDdI5eIxJc6DMN+o+AUJkKsMwaGxsHDYthBCZris2QCQVxzANkoaOCVgVC5YDzW174yHCqThxI4mDzEsC2vsCvLBhD02d/eRluWntGWB7YyfN3QNcceaJWDWV7Y0dVDvS31/LNE0GBgaGTYuxlTjQH0RkrmMq1rt+/XqeeeYZWlpasNlslJSUcMEFF7BkyZKxik8IIYSYEuJGkpSp0xcPkTAHL6BUVFwWG26Lg5SpY1etONTMSwAMw2TL/nb6gxEC0Tj+UBSrRcPndpBI6jzx9jYW1pRQUZBNrU/uuE8FyZTcgMt0o04CfvSjH/GXv/zlkOz5nnvu4eqrr+Z73/veMQcnhBBCTBUpw6A+2EWpK5eGcBcABgahVAwTyLI6mZddjt2S/jvpH9YfitDaM0AsmaIvECYcS+B12inN9x1oymTisFro6A9RqsnF4VSQTOnpDkF8jFElAU888QR33303y5Yt4xvf+AYzZ87EMAz27NnDb37zG+69914WL17MhRdeONbxCiGEEJOObhr4E4NjAMz1lRFMRumOB1APlOGOpeKcnD+Tmd7019g/HMM00Q2DWCKFqqosnVVBY1c/m/e1EkkkSaYMzjxxBl6nncYDA4mJyS0hSUDGG1US8Ne//pW5c+dy5513YrG8v4kVK1awbNkyLr/8cv76179KEiCEEEKMQCgZoz7UxcysEt7q3kWVp4DarFL6EiG8Fgcn5FQyP3sargwdI8DjsGOaJnVtvZTmZrFlfxu6YeJw2HA6bFg0jfbeAPvjSS6aU5rucMUESCSlT0CmG9XY3bt372b16tXDEoCDLBYLq1evZteuXcccnBBCCDEVKEBXfIA3unZQ6S4k3+7FxKTKXUi1p5De+OHr7meKRDJFrteNAmR7HSR1g/0dfdS19VLX1stAOMqelm5UVUHTRnXpIY4z8iQg8x1Tx+CPouvyP18IIYQYiaSp49TsJE2DPcE2VBQcmo32qJ+4kaTGXUSu3ZvuMI+orS9AJB5n1fxqegJh6jv60A0TVQG3005KN7Bog2MGRKKJdIcrJkBcngRkvFGl47W1tTz99NOHvdDXdZ2nnnqKmTNnHnNwQgghxFTQEw8yzZ2H+0BzHwMTAwObasGmWKj2FuDSMq8q0EHhWIL69n66/EFcdis5Hie53sHR3FO6Tigax2GzYlFVrNbMHfFYjB1JAjLfqJKAq666iu3bt3Pdddexfv16/H4/fr+f9evXc+2117Jz506uuOKKsY5VCCGEmJR006AnHuTMonkszqlmSW4NFa48ihw+ziieR749C93M3Ko6bruNUDROJJ7EZrUQjiWIxJMEI3F03cDrsmPRVFwOK6V5vnSHKyZAIiktQjLdqJoDXXTRRWzevJl7772Xd955Z9g80zT53Oc+x6WXXjomAQoxWSR1nc6+AP6UBQWFTn+IohwvmirtY4WY6rKtLnTTIJCMkWNzs6GvnqSZwjBN9oc6KXXmUuUuoMZblO5QDyvP58LjslPX2kNBtofaigJC0Tg1JXlYNA1VVWjrGWB6aT7ZHme6wxUTQPoEZL5R9wn493//dz7xiU/w7LPP0tTUhGmaTJs2jfPPP19GFBZpZbVaufjii4dNp1soGmfNzib2tXbT0dUDCuzrCTO3spilM8tx2NMfoxAifQodPirdBYRTcZ5r34TxgTF4VFScFhtvde8m1+Ym2+5JY6SHiiVS7GnupiTXy6ub61g8q4xLVsynrr2X7Y2d9AbC6IbBGSfMYPGMUooyYLAwVVWpra0dNi3GViyRTHcI4mMcU8fgpUuXsnTp0rGKRYgx4Xa7eeyxx9IdxjCb9rWyYW8z3f4QXT39oEBUVwlE4rgdNk6cUZbuEIUQaWRRNVbkz+Kx5nfBVOBAJSCHaqXElUOW1UlUT9AW82dcEtDU1c+2xk72t/VwzflLsSgaT67dwc6mLlx2K1luBwXZHtbtbiLb42BZcVW6Q8Zms0mz5XEmTwIy37hVBxIiXUzTJJ5IoWoKtsOUsZ1ofYEI6/Y0U9fWi2EYJFKDnaV6A2EGIjGyXA5mlhXgcWZupz8hxPjzWB04NBuzskpIGClURcGl2bGq73ekDSZjaYzw8Pa2dANQkO1lc107PreD3S3duOxWEimdQDhGLJ5kQXUJXf4QnX0hatIcsxh/8iQg86X/CkmIMdTS7WdPSzft/UE0RWFGaT7TS/PJ8aavDepAKMr+9r5hj/cPSukG+9p6CEXjkgQIIci2uehLhHBz+CYzbktmfU7ohkEoNljysyTXy8Z9zQyEosQTKRJJHYum4rBZ6A9F6egP0dYbYKPbKknAFCBPAjKfNIITk0ZdWw/Prt/NntYegpE4/nCM9XtbeH7DLvqC4bTFFdf1obv/h52fTMnIikIIAGZ4i1GOMM+mWih25kxoPB9HU1XyslwoyuBNDbfdBgokdQPDMIjEk5gmuB02ugdCpAyD3kD6Po/FxJEkIPPJkwAxKURiCdbuaiKlG+ipFFvXvTU0b8Gylexs7GLl/Oq0xOZ2WCkvyKaxs/+w86uLcnFJx2AhBFDmymVhTiVb+huHjQ9sUTRWFMwiPwMHDJtVXkBDVz9OuxWrplFbUUBTl59kUsfrsmO1qPQGomiqim4YFPnS36dB13X27t07ND1z5kw0TcYvGEsfdfNLZAZJAsSk0DUQIhCJAxCPRfndj747NO/Wvz3H/o4+Tpheisc58VUpPE47i2eU0TsQJhSND5uX63Uxr6o4LXEJITKPVbWwOLeaEmcOTeEeDNPEabGSZ/MyzZ2f7vAOqyzPx5yKInY0dLC/sw+P08a5J84kaRgEwjEURcFm0RgIR/E4bRzaMHLiJZNJ7r///qHpm2++WZKAMRaXcQIyniQBYlJIpT56EJ2UbpDS0zPQTo7HRWG2hzMWzaCjN8CuhlYURWFeTTn5Pg/l+T4pESqEGMauWnCqNjpi/XTFktSb3ewaaGVudgVVnoJ0hzdMQ2cf63Y1MhCOccHSWhJJnZbeAZq6/ATCMcLxBNluJ5effgJuh42O5rZ0hywmgDQHynwjSgK+8IUvfPyGLBaysrKYO3cul156Kfn5mXnHQkxOHqcNi6qSMg5/oZ/lsk9YkxvDMDExhw0CNr+qhERSJxyJM7ssF9MEl91KRWE2M8rkvSKEGKxs1hDuZvdAG1E9TkO4hy39jQSSUUxMyl15dMcDxI1Z1GaVpjtcYLDJx+b9bSR1g+aeAU4rzmVXczf7WnvIcjkoKsvHYbMQTaR44p3tnLe0lob23nSHLSZAUpKAjDeiJODdd98d8QafffZZ7rzzTu677z4qKytHHZgQR6Mg20NlUTZ17X2HzFOA+VXF2Kzj++DLH4pQ39HPvrYeDMNkWmE2NSV5FOV4cdqtnDKvihll+eze34CqKMyZXkVeBrSNFUJkhvpQF690bqfMmUNDuIdnWjeSMg0UFHJsbhrD3XTG/PhsLnJsLgod2ekOGX8wSk8ggt1qxWG1EEumaOjso6ool4FIlO6BMNkeB7pukkzp7GrqxqNJTZKpQJKAzDeiq6KXXnppRBuLxWJs3ryZ//mf/+HnP/85v/jFL44lNiFGTFNVls+eRlI32RMODZu3aEYpNSV547r/3kCYlzbupS8UHXqtPxRld3M3Zy+eSUVBNoqikJ/looUEmJDtSV/ZUiFEZknoKTb7G9FNA03RWNuzFxNwaTbiRopQKobbYieqJ3ivr4Fqd0FGJAHmgf/YrBoluVnYLBqGaVLX3ksskcKiqRimSTASp6LAh1VTWD572rBtJHUdaRA5+UgSkPlGlASUlY18NNPp06fT2trKvffeO+qghBgNn9vJuYtnUpk7/OJ60fQyrJbx7fC1tb5jWAJwUCyZYt3uJopyPBkxcJkQIjP1J0P0xIIHphROzpuJpqp0RP3YNAtJQ6cl0ktfIkRLuIeBZOxAwpDeu+rZHid5WS66B8IU5bjJcjlp7OxHN0xSuoGqQDSexOuy0x+KUlOaR3OXf9g2OvtDlOeN740aMfHS1Q9PjNy4fHrk5eWRktJQIg2sFo2yfN+w1xTlSFW3x8ZAKEpD56HNkGCwf0D3QJhu/2Bd7ERKR7U50ezyFEAI8QHm4BdyqTOHlKnTHO1hV6ANm2bFnwizqa+BE3Iq8VqdeK0uANQjjigwcexWCwtrSlFVhYqCHPa395DjcaKpCl6njVyvC7vNQiyRREFh3rRiQrHhVdI+nBSIyUGeBGS+Mb81GQ6HeeSRR6iuTk9NdiEmWiJlDKtOZBgGgUiM3kCEWCKFzaLRVRskEI6yo7GLvfWNWC0aQdPB3Moi8rLcaYxeCJEJsqwuZnqLWdtXx4beOoLJGCnTYH+ok3JnLkvyanilYzurCufgszkpcvjG/QbHSE0vyQPTpLGrn+2NnZy3tJaXNu4lmkjidTlwWDUME2pKctE0hdK87GHrRxKJ9AQuxpVuZEIxWPFRxiwJ6Ovr47rrrmP//v3EYjF+/vOfj9WmhchobqcVt8PKQCSOaZp09Adp7w0M1cLWVIW2ngDv7GygOCeLaDxBNA7b6ttp7R3gvCW15HpdaT0GIUR62TQLDeEeGkLd9MRDpAwdE3BoVpojvRQ4ssixuXFqNuZllVHqypyRg1VVYWZ5AaFognmVRby1rZ6LT5nHQCTOzsZOVFVhemk++V4Xum6wtb592Pq50j9qUjIME90whlXKE5llzJKA7OxsWlpamDVrFl/+8pc577zzxmrTQqRFMBKjsz9ENJHEZbdRlOPF47QdspzLbmNuZRHv7GwiFI3T3hccNhjOvKpi1u1tprM/hMcxfFAwfyhGXVsPubXDO8oJIaaWxmA37/XV0x0PENUTmKaJoigEkik8FjtN4V5OyKnEZ3NyQk41XmvmXTh7nDZK830U53h5Z2cjDR39+NwOEimdjXtbqSzKZumsCnyu4Z+D5QXZ6QlYjLtESsdpkyQgU41ZEqCqKmvXrh2rzQmRVg0dfby5rZ5Q7P3H1D6XnVULaqg4zBdWbUURgUiclzftwzQHUwBVUZhRmk9VUQ5rdzUBgxWDXJqGob/fVnJfWy8La0qxj3MJUyFE5upNBGmI9GBXLSTNA58PJmgoRPQ4MT1BttWJR3PgtWVeApBMDT652N3UxUlzKrn9ybeJJVL0HyiYkJflwuOws7mujaWF3mHrFkip5EkrmdRx2qT2U6Ya0VXH3XffzdVXXz3qIbWTySR/+ctf+NKXvjSq9YU4Gh6Ph1deeWXY9NHo9od4ZXMd8eTwzu0DkTivbtrH6pPnkeMd/iXssFlYMbcKVVGo7+jDMEy8LgeJVIqeQGRouZSu8+FiHoZhYkjbSSGmtGAyhm7oWCx2NBT0A88TdUx008SqaiQMHbfVkeZID9XeF+DdXU04bFYsmsru5q6hmyWGaWK1aKRSOvvbeykvyKZ7IJzegAGbzcY//uM/DpsWY09GDc5sI0oCHn30Uf72t7/xjW98g/PPP3/EyUAsFuOpp57it7/9LR6PR5IAMSEsFgtnnHHGqNdv6vIPSwCcditepx3DMFEUaOvxH5IEAFg0Fa/LQSSeBAUi/sFyf8U5HjRVRTcMXHYbhh4btl5RjgeHTZ4CCDGVJYwkM7NK2OZvZpq7gIZw17BmhXN95VS48oikYhimgZrm0qAH9QbCvLhhD8FonLI8H6FY4sAIwUniSR3DMFAUBcM0yXI5QAGLlv4OzaqqUlVVle4wJr2EVIrMaCO68njooYf47W9/y80338yPfvQjPvGJT7By5Upmz55NcXHx0HKmadLW1sbGjRtZs2YNzz33HIlEgi996Ut87WtfG7eDEGIsdfqDQ7/73A7iiRSvb91PKDpY1m5XUxcpw2RuVRHWDyXE5QVZ2PZpxBLvf/DFkilmluWzt7UHn9tB0P/+kwGLplJbUZgxVT6EEOnhs7rIt3soc+bQEuljpreEYDJKXE9yYm41qwpn0xLuo8yVS0JP4bBkxp3rxs5+Ov0hKgqyeXnzPgp9bnxuJ+FYgmRKJ5pIktIH05maklwcVgszy3LTHLWYKImkPAnIZCNKAjRN42tf+xoXXXQRf/rTn3jwwQe55557ALBarXg8HnRdJxgMYpompmnicDj49Kc/zfXXXz8sURAi0x1sv2i3WkildN7cXj9sfjSRZM3OwTKfcyuLhs3L9bo5Y+F03thWT/hAfwJ/KMbsaYVUFuXgD0YI+geXzXI5WD5n2mH7GAghpo6kkUJRFOJ6inJ3HrOySumKB5jhKaLUlQuGyfqe/VR48rCqakZVW6nv6ENVIBCNsXFvK8trK5g9rZBcr4u23gB2qxWLalCQ7SaZ0nHarcyrlGuCqeLDzWpFZjmqNggVFRX8x3/8BzfddBNvvPEGa9eupaGhgf7+fhRFYf78+ZSVlXHaaaexatUqHI7Ma7soxMepLs5ld0s3PreDt3c0DJunoJDlcmACW+vbqS7OxWkf3umpqjiXHK+T9r4goWgCt91KUa4Xn9tBZ3+Q/Q1eNE1l/qxqvK7M6+AnhJhYXbEAbZF+Timo5fGWdTQku3BZHERSMQaSUU4pqMVttdMXDzHDW4xVzZzmgyndwGm30eMPY5omHqed1zbVcfEp89nb0k19Zx+qohBPpCjJ8zKjNJ+kLneHp4qYJAEZbVSfJD6fj9WrV7N69eqxjmcYwzC48sorcTqd3HXXXSNaZ+vWrVx22WVHnP/YY48xZ86cMYpQZKJQKDTsb/Opp546qs7BJXlZzK4ooD8YxX+gssVBhdmeoTKh/nCUQCR2SBIA4HM78bkPvcAvyvbQThz0wdKiQggRTEbRVJVXO3dQ5PAxzZWPbhr4bC7iqSRb+upZmj+d+nA35c68dIc7zPSSPOo7+oglUnicNrwuG53+IG9uqyPP5+GEmlKi8QSmAs2dfh59cxtV5yxMd9gkEgn++te/Dk1fddVV0jl4HMTiyXSHID5C5txOOIwf/OAHbNq0iRUrVox4nV27dgGwevXqw3b6yc/PH6vwRIZKpVK89tprw6aPht1q4eQ5Vexq7sLrtJNI6tisGvk+N9luJ+qBR/GqoqJKW34hxDGyqRZ64yGSRopAMopLtVHuyWVfsJNwKoZdsxJMxlhduphiV3a6wx2moiibLLeDLfVtrJhTSU1JHlkuJ5v2tdIfjGIYUFteQGNnH03d/VgsKs4MKIRgGAaNjY3DpsXYiybkSUAmS/878TBCoRD/+q//ynPPPXfU6+7cuROAG2+8kenTp491aGKKcNgszK4o5OQ5lXT7Q2iaekjn3aIcD9mHqRIkhBBHI9+ehQI0R3rxWhwUOX080rSOQocXp2bDMA3W9uwj1+5hVqoUl8X+sducKEXZXpbXVrClrpXpZXlsrW9HAeKpFG29ATr7Qzy/fjerT57DJ5bNJpHSicTk7vBUEf7AWDsi82RO76IDnnnmGS644AKee+45TjvttKNef9euXdjtdin9JY6Zw2Zh6axyHHbrIQmAzaKxaHrpIdWBhBDiaGXZnOQ7sojqCaZ7i2kMdnN+6UIKHD5008Ch2VicW00wGaM50pvucA9RWZjDyXOqyPe6Kc7JIpZMoSkKM8vyuWjFXGaW5bF2ZxMuu43ltdPoCaR/nAAxMSKSBGS0jHsS8Le//Q1FUbj11ltZtGgRZ5999ojXNU2T3bt3M3PmzFEPbCbEB9WU5KFpKtsaOujyh1BQKMn1Mq+qWKr6CCHGjEuzMc2VT5bFSYkrh6db38PEREFBifTQHQtwVvF8WkK91GaVpjvcIeFogjU7G5lTVcj2+k4ef2srnf4wmqpgs1qwWzVOmVdFXVsvTV1+DNNkfllBusMWEyR4oLS2yEwZlwTceOONnHjiiTgcDlpaWo5q3ebmZkKhENnZ2fzgBz/g9ddfp7u7m8rKSi6//HI+//nPj0s9dtM00SdJtYPBw9A+MK3z4UP74LFm4nF/OKbBYxh9nBX5PkpzvQQicRQGS3uqqjKqbWb6uctkcu5GT87d6E3UuQunYpxbsoCYnuSBpjVwYKgwVVHwWV0kTJ3n27cwbXo+qVQqY8YWae7uJxpP0tkb5KWNe0noBpqmYlFVTNOkPxTjxQ17OHfpbIKRGHtaurEEHJzygW3ous4hXzTjbKy/J8baRL9nx+vG6UA4mlHndaoY6f/PjEsCjqYT8Icd7BT85ptvMnv2bM4//3z8fj+vv/46//M//8PmzZu59dZbxyrUIdFolE2bNo35dtMhGNSARUPTW7duxes98ht469at4x/UUQoGg8OmB4/Bm6ZojiwTz93xQs7d6Mm5G73xOneqqmJ3GuwKtFGQn49bs6GblgOjApuEElF8NhfhRJz2cB979uwhGo1+7HbHm81mY1OTH6/XQ0NHL7o52Lk2x+Mk3+dG1wdHCw5F4wTCUWaVFdDhD7CnuWPYdrZu3Yo+wZ/RyeTwfglbt27Faj200lsmmIj37JIlS8Zlu/VNbZPm+uh4MtL/n8eUBDQ1NdHd3X3EXvXLli07ls0ftUgkQlVVFWeffTb/8i//MnSnpL+/n2uuuYannnqKs88+mwsvvHBC4xJCCCGOxDAMijQPLTYXXdEBFCCmJwYH3wRcFju6rqOpGrppZMxTAEVRsFo0VIuVva29KEBVUQ4tPQPUtfWS0nUURSHb46Qox0sgEsVlt+GXijFTRlA6gWe0USUB3d3d3HTTTWzcuPEjlztYqWeiXHLJJVxyySWHvJ6Tk8PNN9/MF7/4RZ544okxTwKcTie1tbVjus108fuHTy9YsIDs7OGv6bo+dGdiwYIFGdf/wv+hgxg8huy0xPJhmX7uMpmcu9GTczd6E3nuiuOlvNy5nTJ3Hp2xAUKpGC7NhlW1oCoK5a5cSjy5zCqZNW4xHC3N082b2xvI8broC0aJxJNE4kmSuo5pAqZJJJZAVVWqi3N4acMegoHIsG0sWLCAQ75oxlksFhtWgXDBggUZNcDpZHnPGpqVRYsWpTsMcQSjSgJ++tOfsmHDBpYvX878+fOPiwE2FixYAHDU/QxGQlGU4/YN+mEfPgxN0w557dD5mXXsH44nE2OEzI3reCDnbvTk3I3eeJ+7YlcOy/Kms2uglTy7B4uikTBSqIqKXbWQNFLM9JZk1P+/FCYWTcVhs5Cf7ea9va3k+1xUF+dy8HlFyjBwWDU0VaWqJJdtHV3DtqFp2qFfPuPsePmegMyO7eP0BSLHbexTwaiSgNdee41PfvKT49K+/ljU1dXR2dnJ0qVLD0lMDraftNszp76ymDwC4Rhd/hCxRAqXw0pxrnfEIwLH4kna+4P0DAxW1CjK8VCY7cVqkQ9OIaaaClc+F5Qu4rXOHbznb6AzOlhRp8ZTyNXVp5JnG/no5xMhlTJo7vaTl+ViQU0JmBCJJ4jGU6iqgqrCqvk1KJhs3NtCdUkuC2syp7qRGCcHMsCeQBjTNDOmCZsYblRJQDQa5eSTTx7rWI7ZD3/4Q9auXcsf//hHVq1aNWze+vXrgfefCIjJS9M0TjjhhGHT42l/ey9vbW8YNihKjsfJqQuqKc3zfeS6/lCUN7bup7U3MPSaqijMqijgpNppOO2Z2VFNCDE+HBYrds1C0tSZ76ugxl2IU7MR1RPcvud5vjj9DD5RdiJWNf11PZIpnW0N7eRmufA6HXT7Q1QV55BI6gQicbxOG26njXA0zssb93Ll2Ytp7OxjUWVhukNHURSKioqGTYsxpAxWt4of+FvwuTOnqZV436g+RWbOnEl9ff1Yx3LMLrzwQtauXcttt93G0qVLh9r3tbW1ceutt2KxWLjqqqvSHKUYb16vd8KqEXT2B3l1cx2J1PAKSv2hKK+8t4/VK+bicw8fVdhqd5IwFTr7Q9R39NLeN7yakWGa7GrqItvlYNGMsnE/BiFE5oinEjzXtoVXOrejomBRNVKGjnGgZOijzeuY5ytnelZJmiOFvmCExs5+SvJ8+ENRmrr6aesL0Nw9gKYqxJMpnDYrS2vLmV6WR0v3ALkeJ1sbOvlkmmO32+189atfTXMUk5vdrhGP63T2ByUJyFCjSgKuv/56br75Zs4///xhd1wn0osvvsjOnTtZvnw5J510EgCXXXYZL7zwAm+++SYXXnghZ511FqFQiJdeeolAIMD3v/99Zs3KnA5V4vjX2Nl/SAJwUDCWoK0nMJQEJJIpdjV38fK2JgLhGFnZXSR0g5ll+fhDMeLJ4RUzdjR1Mqs8H5dDmrAJMVW0RfvZ1N+AVdXIt3uxKINJQE8iSNLQaQh30xEbyIgkQDcMNFWlLxjBH4zQH4rS2NlP9APVf+JJnbe3N/D1i1fx5rZ6pi+cTm9LexqjFhPF6bIQj+u09wWYVS4DxGWiUSUBb731Fjk5OVxxxRWUl5eTn5+PqqrDllEUhXvuuWdMgjycF198kUcffZSvf/3rQ0mAxWLht7/9LX/+85957LHHuP/++7HZbCxcuJBrr72WlStXjls8Ymrq+NBd/A/rCYSHft/e2Mk72+vpj+r0hZO0BrqIJVP0DIQ544TpNHX5h607WGUjJUmAEFOIjkme3YPbYqcj5iemJ3FoVsqcucSMJO3RfswDTwXSzeOwk+d10R+KEo0nae8LYJrgtFlIpHQMY7AtuIJCIBzD7bBiGAa1ckE4JThcGvR//PekSJ9RJQH33Xff0O/Nzc00NzcfssxYtK8rLy9n9+7dh513yy23cMsttxzyutVq5dprr+Xaa6895v0L8XEcH9Nm32EdfIt19Qd5aeMe9rX1UtfWi91mwWW3ktINBkJRSvOyqC7OHdY0yKpp0jlYiCkmx+KiyJHN39vfo8SZwwxvMYqi0Hlg/IAF2dPItWZG5+Ast4OZ5QXsauoklkhhtWjYbRaSKR2HzYJumBiGiWGa9IejVOTngAL5We50hy4mgN05eHO47QN93kRmGVUScHBkXiEy0QfrK8P41lieXpLL/vbew85TFYXSfB+haJy1u5vY29qDqiqctrCaREpHU1UisSRbG9p5a3sDS2aWD0sCppfkSjtKIaaYpkgvVZ4CPlW2hJZoH3uDHeimwTRXHtWeQk7Km0Em9WGtKcnFbtGo7+jj+Q27cTtsDIRjKIDdakFTFeZXFWNVVXxeJ9MKc3j91Q2cmea4DcOgq+v9UqWFhYWHtGgQx8bmGjyfrT0DaY5EHEn6ywsIMcaCwSAnnnji0HR/f/+4DRZWlp/NzLJ89rb2HDJvYU0JRTle3tvXQo8/xNzKYt7Z2cD6Pc0YBphAeb6P0xdOZ+3ORjr6g1QX59DlD+OwWZhbVTwuMQshMtdmfyNxPUFvPERruI9gMophGrRG+3FoNkxMmsI9lLpy8dnSf0c91+vi2Xd3k+dzs6y2gg17Wsj1OonGkyydVUFRtgebVcPttGHVVMKxOHOrij5+w+MskUjwu9/9bmj65ptvzqjBwiYDy4GaGC2SBGSsUScBiUSCO+64g7///e+0tLRgs9koKSnhggsu4Mtf/vJxMYCYEMfKYbNwytwqSnK97GruJhpPkuWyU1tRSHVRDoZpsLmuncJsN69traehow9FUdE0ME2T1p4BXttSx8WnzKeps5/ZFYW4bFYW1JSQ5ZIvJCGmGk1R2eJvpincQ6Hdy/K86dg1K8FklA19+3m5YztXVJ5Cwjh8QYKJ1j0QRjcNmrr7OXFGGYXZHjr6giysKWF7QycNnX0EIgnyslz0B8MsmVWBJShtxKcC9WAS0O2XsQIy1KiSgEQiwRe+8AU2bdqEw+GgoqICXddpaGjgl7/8JS+//DL33nuvJAJiSnDarcytLGZmeQGplIHtwMiYAOFonGgsTveAidNmwaKpgDLUTlZVTWLxJAAp3aAnGCEUidOzOcxAOMaJM8oOrCOEmArKnLnsD3YxM6sYn83FloFmBhIRsqwOTsytIcvioDnSy3Rv+u+mAwyEY6iqSn8wSlNHPyX5XhbWlLCzuYtdzV24HTYKswf7MBTlZtEzEKYQI81Ri4mg2HUUBotc9AUj5ElfkIwzqquL3//+92zatInrrruONWvW8OSTT/LMM8+wdu1arrvuOrZu3cpdd901xqEKkdmsmobTbh1KAABsVgsFOV503cTncjC9NB+71YKJidWiUujzMKuigN3NXZTkZYFpEkskME14b18rbb3yGFWIqSKSiuOy2JjrK0PBZHegjWpPIUvzasize1nXuw9/MkJMTxLW4+kOFwC79UB/K9OkrqMXq6bhclhp6R7AbrUQisXZ2dzFhn0t+ENR4skUwWhmxC7GV4IUuVkugEOq34nMMKok4Omnn+bss8/mn//5n4e1oXM4HPzTP/0TZ511Fk8++eSYBSnE8cowTIpzslBVhXd3N6PrBj63g/KCbMryfdisGsFInOkleWxraCcQjuG028jPcmOYJg0dfek+BCHEBOmI+knoKVYV1lLkzMZjcbCmZw+vdG6nPx7irKL5+OODzW/8iUi6wwWgMNuLzaKhaRpVhTkEInH2t/ext7WHpm4/yZRBMBLDbtGoa++lLxTFKk83p4S4nhx6CtTY1Z/maMThjOqd2NLS8pE191euXHnYsqFCTDWhWIz6jj7iyRShWIK9bb0YpokCxBMpvE472R4nsysKKM3JYs3uJl7cuJemrn5yvS4CcsdMiCmjOx6kPeLHZXGwtnsf+0OdqKaCXbXQHvPzTOt7VHsLaYv2oY7u63vM5WW5WDqrHJumkO120tLtPzA+ALgdVlK6jqIoQ4MhhqNx7HapSTIVxIwkRTleAJo6JQnIRKP6FHG5XPT1HfkOZV9fn/QHEALoD8UwTYPXNtdx+sIaMA3aegZo6vLT2R9kT0sPBdkevC4Hbqed/mAUq0VjR1MnmqqQ53Gl+xCEEBPEoqi4LTb2BzspcGRR5S5gVlYJVe6CwX+eAjb3N1LqzEVRMmPAMEVRmF6Sy9LaaZQV+HA5bPSHoiyaXoqiKETjgxf/pslQX6jassI0Ry0mQlxPUpRz4EmAJAEZaVTp+Iknnsh9993H1VdfTU5OzrB5fX193H///cNKNAoxVSVTOkndoKnbj6apnLd0NnVtvfSHInidduZWFuG0Wenyh1AYHFvAYRt8WzZ3+Vk1vyqt8QshJk6xM5twMsrOzhbaov2oioJuGOTZvcSNJKFUjBJnDoUOH5qSOQMJdvSHMQyDaCLB9JJ8Nu5pZuWCGmrLC+gPRdFUlXhSZ19bNyfPqaL4wN1hMbnF9CTFhYP/rxskCchIo0oCvvrVr3LVVVexevVqrr76ambMmAHA3r17uffeexkYGOC6664b00CFOB55nXZM06DA52F3Sw91bX1Ul+RSlucjEk+ycW8LS2eVE40ncTmtZLsdWC0amqKQ63VSmC1flkJMFVZFY3uglf54GIuq0RMLYGDSnwxT4crDqmg0h3sxMSl0+NId7pCBcIwsjwNV0cjLcrFifjXrdjcRiMQxTJNwNIHHaePSVQvJ9TjYvL+ZJekOWoy7hKlT6Bt8EtDc5Sep61jHaeBOMTqjSgIWLVrET3/6U/7jP/6DX/7yl0O1X03TxOPxcMstt7B06dIxDVSI41Fhtge7zcrimeX0BfeS43WS63WS7XGhKCZuu525lYX4QxHyfB6mFeZgs2h4XXbmVRVLXWUhppCGcDf+eIjarFLe6tmN1zpYaF03DTpjA9R4CjFMk754GDWDPhtcdiuBcJSkrvPm9v1UFubS1hugoy+Iy2HFZrGQ5bKzdkcjpy6slrvCU4jDZcFutRBPpmju8lNTkpfukMQHjLp3zoUXXshpp53GW2+9RXNzM6ZpMm3aNFauXInH4xnLGIU4btmsFmrLC7FqKjXFOfSHYiSSKXK9LhwOK119AWLJFOX5OcRTKaYVDTavc1gtQ78LISa/pJGiPtSFbppUePJx9dfjT0QwMNEUlSyrE7fFQakzh/3BDvoTEVwWe7rDBiCWTPJeXSvv7Ghg5bxqnnxnO0W5XqYV5hBPpnDbrZiARdPY19bLzLKCdIcsJkjcSFKS56Who5/97b2SBGSYY+qi7/F4OP/888cqFiHGhMvl4s477xw2nU7xVJK23iD+UJRdzV30BiNgmpTm+bhgWS1NnX4UU8FxoGKGz+Vg5fwqCnySTAsxVZgmJA0dE1jXs48luTVsGWimIdSFgYlNtXBS/gxSuk5zZLBJUCboD0YIhmNs2NOC02alPxQlZRh0+8N0+8PYrRYcNgsFPjeBcIxYMsnSueXpDhur1crFF188bFqMvZiRoCzPR0NHP3tbezhn8ax0hyQ+YERJwG233cYFF1xAbW3t0PTHURSFb37zm8cWnRCjYLPZuOaaa9IdxpCBYIy6th46+4P0h6IAGKZJXXsvL27cy7zKIlJGihllxZxQU0ZRjhuX49A7fH2BMN2BCLqu43M7KMz2YrVI+0ohJgObZqHMlcvOQCt7gx00h3s5tWg2nyxdhGFCOBkjlIzh0mwUOrLwaJnxFKAvGKWtN4DdZqEvGKEwx41hmASjcRQgFI3jddmZWZaPrhtoikL0wCjp6aRpGosWLUp3GJNeXE9Rmp8FwL623jRHIz5sREnA7bffTk1NzVAScPvtt3/sOpIECDF4l2xvaw9Wi0bXQJhYYrBcnlVTsWoqdW09LKgqxmG3Y9E0qktyD9lGSjfY3tDBxn2tQ7W2VUWhvCCblXMr8XmcE3pMQojxMc2VRzQVJ9vmYp6vgvpQN4FEFIuq4bO6sCoaBjA3u5ymSA/Zdne6Q6Y3ECKSSJHjdtLeG6StJ8Cssnx6ghEwwYTBcVGSKZwOG4U+N15XZiQwYvxF9QQV+dkA7G3pTm8w4hAjSgLuvvtupk+fPmxaCPHx+gIR+kMR2vsCKIBFU9HUwQ59hmlit1qIJpJ09gVZUF1y2G00dPSxdlcThvn+43/DNGnq6kdV4JzFs7DICJxCHNcCyQiNkR5OKZhFV2yA/kSYlKnzds8erKqG1+Jgjq+cVQWz8cfCdET8zM4qw6alb+AtfyiKPxTDqqpYNJWq4hzqO/qYM62IPW29g1XP7FbmVxXjDw2OgTKvuvgjxxkSk0tMTzK7YHBciJaeAYLROF6nJIGZYkSfHsuXLx82XV5eTm5uLg6H47DLDwwMsHPnzmOPTojjXDiWIBpPohsGXqcdfzhGSjfABFVVsGgqqjp4AZ/tPvT9lNR1djR1DksAPqi520+3P0RJXta4HocQYny1R/10RwfIsjqxqhb2h7poj/pRFYVAMkpfIkRzpBdNUTmjcC5b/U2kTB3bsXXtOyY9A2HiyRTtfQMsqCnlyXe2E4klCEfjfOXCk+gNhGnvC+Jx2phTUcianU1sa2jHl5CR0KeKmJ7A47ST43XSH4yyp6WbJTPT3ydEDBrV7cOzzz6bF1988YjzX3jhBW644YZRByXEsYhEIlxzzTVD/yKRSFri8Iei9AbCVBXnUpKbhQkYhoFumOimiW4YVBbm0BeMUF7gI9d7aAfmaCxBfzB6xH3ohkkwEhvHoxBCTIT+RBhVUfHZXPTFw2wbaKYnEWQgGcEwzQPNahTe6t6FpmrYVAt2Lb2dWQcHCEsSTaRIpXROmVfJJ06ag8dpp6s/RCASpyzfR1meD4/T/v+zd99hktXnge+/J1bOVV2d4+Q8wJAFSAgRLFtIlmRLdy1LurbYtaVde59nLa3X12t7d72SbTmv7bv2s5bDtS3JlkDRICEQIBgYYHKezrkr5zr5/lE9DQ0DDD093QNzPs8zD1R19an3VHdXnfcX3pd602AmW2G+UF3XuAEMw+DBBx9c+mcY679P4e2oaekA9La1qt2dnFhYz3Bcr3BRQwiTk5M89NBDS7cdx+GRRx5hbGzsVY91HIdHH33U3WnvWje6rvM3f/M3S7f/8A//cF0qBGVLNSzHwedRGOpMcm4mSzjgpa4ZNHWTvnScnlSUdCxINOBFFF9d91uWpTdc6iO5S4Fcrre8gOShZmlM1/PMNAvIgoThtKoFWdj4RBVJEKiZGrONPNfGB5GE9f3bjwS8WJaDqkgUaw0KlQb97TFS0SCnJhewbYepTIlyvUlXMsK+Ld386NgYjrj+lY0sy+Lw4cNLt++55x73uuUyaCwmAX1tUQ4Pz3BqYn6dI3K93EUlAV1dXfzrv/4r586dA1qbfh955BEeeeSR1/yeT3ziE6sTocv1FmXbNkGvimHanByf52fuvI6ZfJlKvUk6FsJxIORXsCwHURSRxFd/oPs9KkOdCQ4Nz1zwOQJelbaoW0rU5XqrCypejhUn2BLuwisqyIKIKspYjg20igEYtoVf9qJZJmHlwstx11IyGqQjEeLo6Ay7BzuYypRQZIl/efIo88UqlmUT8ntIhAOYls3J8QXec91mHv3BgfUO3bVGGlZrhqVvse/NCXcm4IpyUUmAKIr8xV/8xVJTsE9+8pM88MAD3HjjjRd8bDKZXLaR2OW6GgV8HhZKVToTIb79bJl/eOwgPckwvW0xCpUGTd3g1GQDw7K5ZmM3lm1fMBHY1J1iYqFIvrJ8WZMkiuzb1E3Iv/4XAy6X69JYjk1I8bPQKHFn+w5UqZUAqKLMucoc5ypzeEWFDl+UoOLFI6nrHTKSKLJ3qIuRmRwhn5f54gyVeh5NN0mG/ZiWTV0zqGs6s/kyGzuTxII+tva6zcKuFnWztf+jb3E50Ph8nlpTJ+Bd/99f15toFtbd3U13d2szx6c//Wne8573sGmT2/TB5XotggC2DeloiL0bunny6AgvnJvh0MgsiXCA7mQEryoTC/poaDqZYpX2+Ks3+MZDfu66ZhPDM1nOzmSxbJu2aIgtPSl6UtG1PzGXy7XqRAS2hjuZa5T4/uwRRmsZMloZ07bYEe3hPe07mWoUSHsixNUg9hXSLCwS9HH77g088sJpNncnee70JDZQ1wwiAS9diQg1TcejyNSaOpWGxh273UHCq8X55UDhgJdo0LfUNNPdHHxlWFFZgU9/+tNL/3/06FEmJyeRZZmBgQE2bty4asG5XG9l8/kq8ZCPF89O4/coxEI+0vEQtu1QrDY4eG6ajV1J7r1+K5WGTrHWvGASABAL+bhucw87BjuwbRuvolxwD4HL5XprintaF/ZHSxM0LI1ufxxFlCjoNYarC7R7Y+yN9tHhj2M51tIyoSuBaVkYpsn4fIGmblKs1lHlVvMwv0fFMC1m82XG5mFrXxo92+Ca9Q7atSZq5kuVoPraoq0kYMJNAq4UK64t9vjjj/Nbv/VbzM7OLrt/06ZN/Lf/9t/YtWvXJQfncr2VWY6NqZu8cHaKyUyRXQOdvHhumtl8GYD2WJAdA+0kw37OTefob3/jkT2vsn7lAF0u1+WjiDKzjSINU8MvezBsiw5vlDZvBN02MWyToVA7kiji2MsvrtZbody66H/u9BRDHXF8HgUBga5UhOHpLLYDibCfaKA1EvzQE8/z0fUO2rUmliUB6RiHR2Y5NenuC7hSrOiK4tlnn+UXf/EX8Xg8/PRP/zSDg4NYlsXw8DDf/OY3+dmf/Vm+8pWvuLMCrqtaIhzgxPgcpVoDy7Y5cGaCoY4k127sQhAFyrUmpyYXuHlbP+AQuUCfAJfLdXUoa3UKWo3uQJLxaobpRg5VVGj3RukLJLEdUESJZxbOcGv7VkSujJlAw7Qo1JpkSzVUWeTk+Dwfvn0Ph0emKVab+L0qlbpGOhbk+i09PHF0FPsVkxi6aeKuEH+7af1+Vs2XSlh3Ly5fPeN2Dr5irCgJ+NM//VMSiQRf/epXSafTy772wAMP8OEPf5g/+ZM/4Y//+I9XJUiX660o4FFwHBu/R6Ha0JAlD5OZIuPzeSRJRJVlcGwcHDb1pEgE176MqcvlujLUbA3LsZip56kYDRJqCASBgl4jr1fZEEwzWctRs3VKep2NoQt3GF9rY/MFDNNElAS29qbxqgqabnLr9gGCPg+FSgNVltAtiycOD2OaNqosLTtGrlyjI5lcpzNwXQ7CYo5aMzVsx0EUBLqTEQBGZ/MYpoXyit8D19pbURJw4sQJHnjggVclANDaQPzRj36Uv/u7v7vk4Fyut7LZQgVVlrhhWz9fe/IIumERDXpRZQnNtJjNlXn3NRuRRQHTtDEsG7eZust1dTIti4jq51x1HlWSaVoGUdVPUPZgOQ5pX4TeQJKaqeE4Nl5x/ZcGGqbF8bE5utvCaKbFYwfPYtoOwzM5BAFqDY0btvZRqDZIRYKEA15K9dbswMuZ1pWxydm1ugTAxqFqNAmrPhJhPx5FRjNMJjNFBjsS6x3iVW9FnUYURUG8QCnD84LBII7j/lG7rm6FSgPLht2DHdy+e4jbdw8SCfiwbIdIwMcHb9tNXzrOIy+c40cnRnnm1Dia7natdLmuRk3bIKmGSHvC1EyNqBpgqp7nbGWOolbFdhyeyZ5hV6yPbl+CA7lhDNtc35h1g0pDQ3BgYr5AXTMYny9QbWoIgFdV+NHxMQbbExwenibo8yKJIslIYNlxgh53MdDbkXexjG3JaJW3FgSBjngIgJHZ3LrF5XrJipKAe++9l3/8x3+kXC6/6muapvG1r32Ne+6555KDc7lWQhAEIpHI0j9BWJ+1s0GPgkeWaTYNelNRZnJlKg0N07JxHIfxuTylWoNsqUoiHOS7z51kdK6wLrG6XK71FZC9nKnMMBRKc3/PPgSgyxfn3o49vLf7WubqRYar8zw6dxSfrHKmPMtC89WfwWtJkSS6k2Gy5TpnpzLEQn4M08IwbQrVRqtRWMjPXKHC3o3dZEpV9gx1EvItv+iPhddnKaTH41n651p9Qan1upaNxtJ9bbFWc8upTGldYnItt6L5xDvvvJMnnniCH/uxH+Nnf/Zn2bhxI6qqMjY2xt/93d8xMzPDhz/8Yf75n/952fd98IMfXJWgXa7XE4lEKBaL6x0GPekYz52cxOeR2X9ijIn5IpIoYNPaGNXQTWbzZd538w5m8xVs2+HcTI4tvW3rHbrL5VpjMTWAIkoMV+cJyl56fQmGwu2MVhd4cuEUETXANfFBqkaD0doCsihRe9mmy/Xg9SgEPCqOo2M7YFk2kYCXoK918Vdr6li2zWyuhCLHEEWBazd2Y8R96xo3gNfr5XOf+9x6h/G2FlS8ZPQKRaO2dF8qspgEZN0k4EqwoiTg537u55b+//d+7/eWRlpfvgTof/yP/4HjOAiCsPRfNwlwXU2SkQBBn0yx1iRbqeP1yFQbOo7t0BEPI4oC09kS88Uq6WiQczNZSrXGGx/Y5XK97TQsjZ2xfs6WZsjpNXoDCf519jCaZWA6FjWryXhtgd2xfjTLJO4JoQjru7HStGyahkmhUuf01AKDHQlm82XiIT+1pk6t2UoO2uNhDNMi4FWpNHR2drkdg68GQblV8S6vVZfui4dasz4LxeoFv8e1tlaUBPzP//k/VzsOl+ttRxJFNMOi2tAoVZtMLBTxqjKmbTNXqOBVZQY64mSKFW7a2st3DpykfXGq1OVyXV1soGHqvLtjF5O1HP8y+SxNU2dzuIO4J4QkiMzWC0xUM+yJ9RFRvKS8kXWNuVxv8NzpCRRZYkNXikq9STwUQDdNmrpJ0OfBtGx2DXZwZHiG23YOsv/kGJv2uR2DrwYhpTXjU9BfmgmIBluJQcZNAq4IK0oC3v/+9692HC7X21KuXCfk97JQrNKVDONVFRwHqk2NbKnGdKbE3qEuKg2ddCxET2p9P9RdLtf6iCp+/JKK7djYtEoq7kn0cyg/RjZ7BlkQGQq1sy8xRF3X2BzqRF7nmYBsqU62XKda17hhSw8/PDxMOhZkoVil5DQxLZvrNnYzMZenKxnh8MgMtabObK6yrnG71kZocSbg5UlAaHGpWKm2vkvZXC2XVGPMNE2y2Sz2Kzt/LOrs7LyUw7tcK+I4DqXSS+sN13NzcFcyQrZcY/dgJ8OzOWayZWwg7Pcw2JGgXGvQl45xZGSG99+6g3Jdv+TntG2HbLnGQqGKabWm4JORANGgb91eB5fL9foiqp+N4Q4enz9OWPGxOdzJt2cO4tBaZms6NsOVOQzb5IM9NyICE/UMm8Lr9zlbaWhEfB4qtSbHx+a4bdcQ1YaGZppIgkhHIkyh2iBXrnF0ZJbZfIWAV2U2v/5JgOM4aNpL3Ww9Ho/7/rjKwoszATntpZ/3+fKwpbqbBFwJVpQEZDIZ/st/+S88/fTTWJZ1wccIgsCJEycuKTiXayVKpRKxWGzpdqFQIBqNrkss6WiI6WyJ/vY4I3N5zqfLlYZGX1uUj/74zfi9CnP5Mo7tMJEvcN3mnos+fl3TmcqUGJ7JYVoWvW0xyvUmp6cyFKsNsqUalUaTvrY4t+7opy8dpyvpzja4XFeiol5jvJZhT2yAw/kxooqfhqUjCgJeUSUgq5i2xXg9w1CwjdOlGTaGOtbt4tUjywR8XnyeOrWmzuGRGTpjIdKJMAfPTvPs6XGamkGxqmE7NqZl09CNpcRmPWmaxhe+8IWl25/97Gfxet2u7asprLTW/xf02lLDMI/SuuxsaMbSflHX+llREvDbv/3bPPHEE2zfvp3+/v7X7Rngcl3NQgGV4+NzjMzm2dKTYt+mHgQBNnQmOTOd4Z8eO8TW3ralN8iA9+LrZVcaGk8cGWEyUwRAFASausljh8/SmYgylSliLs7SnZnO4OAwm69w3aYe+tKx1zmyy+Vaa6ZtMd0oICJSNurojtWqEuRPYDo2pmNT0Ks0LZ2FRpmq2SQoe7Ece92WBaVjQQI+FZ+qMJevkCvXmc6W2G11EA/7mM6VqDYMPKqMT1UQRYHdgx3M5de3tKlrbQRlLwIChmNRNhpEVf+yLsGaYeFV17/p3dVsRa/+/v37+cAHPsBv//Zvr3Y8Ltfbim5Y2LZDplSj2tCwbYdbdw7w1w8/h25aqIpMLORjoVjFo8j82A1bL/rYZ6YySwkAQCTg5dTUAqIgMjyTRRAERPGlUZaR2Tybu9t48ewUHfEQquK++bpcV4pWJT2bLn+MhqXTH0wxWctxsjyD5dgIQNIbYle0j4Je5XRljmvjA8ji+u0LSEYCbO1p47GDZ5nNlwkHvDgOHB+f52fefS2yJHFibJ5SvUky4mfXQAeW41C6Ako4uy4/SRAJyV7KZoOcViWq+pFe9pnkNpVdfyu6CjAMg7179652LC7X206loeH1KHSnIliWTX86zshsHhanQD2KREMzSMdCmJbF2HyB7f3tSG8wu9bQDM5MLiy7T5IECpU6siSSLdeIBnx4XjbKYtk2umFRqNXJlet0JMKrf8Iul2tFJEFka6SbhWaZXdE+DuXHcHAIyp7FjcIijgMzjQLXJzaQaRaXNWFaD4IgIAA3bu1joVglU6wiyyLdyShTmRJjc3lu3t5PpdEkV27wnQOnEQTodxsEXzVCio+y2SCvVRgKtSG+bPmP7SYB625F63huvvlmDhw4sNqxuFxvK5ZtM50t4VEkYkEfTd3A71U5MTEHjkM87EcAYkFfa6pcEMgUqxQqb/zBrpkmmvGK/TgOqLIMCNi2c8E3WElqXUhYzoU387tcrvUzFErT608wUp1nV6wPy7ZxaCUI4FA1GzRMnS2RLipGk4y2/stqTk1lmFgoYNkWoiigyjKPHjzLc6cnufOajdR1nVJNo6kbXL+5h+s39aDK61vVyLV2zm8OzuutkqAv/1wS3f0A625FMwGf+9zn+MhHPsIXvvAF7rnnHpLJ5AU3d7jVgVxXs0KlQaZcZ6gzySMvnMEjywhC60LdAWoNnb0buqg2mhRrGrIUJ2Har1lt6+W8qkLAq9A0zKX7Kg2dTd0pDg/P4Pcor3qDTYYDODj4PQohn7sBzuW60kTVAFvD3Tw1/ChhxcedHTs4V5kn2yhTNhtsi/SwLdxFtllCsw38kme9Q8ZxWp3OvYrM8GyOXYMdGJZN2K/S1E3OTWUZXyhQabQ2OPelo3xk35b1Dtu1RkLy8gpBlv2yJEB0k4D1tqIkQJIkEokEX/rSl/jSl750wce41YFcVzvLtgmoCk8eG+Guazfz4pkpqg2NkM9DQzNoiwWZy1dIx4LYCOTKNXrbooT8b3yB7lVktvameer42NJ9mmGSjoVIRgIIAlTqLyt/p8js29xDsdpg12AnkYCbBLhcVyILi4jqp2kZ+CWVLn+cbn+CDl8Ew7L4UfY072nfjU/ysDHcvq6x6oaJ36PgOA7FWoOAV6U10Ouwva+Dr/7wCKIAHkUhHg6AA8Vqk2/tP8H96xq5a61E1OUNwyzrpUEuRXJnhNbbipKA3/zN3+TEiRNs3ryZoaEhJPcH6XK9SsjvQRCg2tQ5e3SE3YOdpGMh7rshysPPn2ZkNo8gtEZDYkEfs7kyfekYsnRxq/Q2dCbJVeqcmlzg/AzrQqHCDVt7Cfm8HDw3xVyhQjoaojsVodLQ2dLTxs7+9b1wcLlcr61sNrkhsYFH54/xd6NPAQ6GY+EA7d4I7+28lqjqY2Oog3bf+lb5KtWbNA2T7lSE05MZ2mJBMqUqGzuTjC0U8KoyhUqdmmZAARRZJOL3XhF9Alxr4/xMwPnlQOZiWXlZEt2ZgCvAipKAZ5991q0O5HK9Ab9HpTMRwbYd2mMhKg2NYy+eoScVZVtfGscBTTcQBYGFYpX33bKD8bk8taZGNOh/zeOWag2ms2UypSohr4dbtw9QrjexLJu2WIiORJiQz8O+zd0UKw3KDQ3TtIiF/IuzBO4br8t1JcprVbyCRNY2OVuZw3IsBAQ8ogLAQrPMRD3Hnlg/HlHFsEyQ13NJkMCZyQzXbewhFvQzX6wwnS2xqSuJ4EB3KkLTMPF5VArVOj61dR7ma/QXcr39hJTlXYONxZkAj1ud7oqwop+CIAhudSCX6yKkogE2dCYoVBscPDdNXTOYL1RJRwPsHOhkc08KSRQYmc2jyCJHx+ao1F87CZjJlfjBwXNUmy91FhYFgV2DnVy/pXtZ2U9ZkkhGgySjwct+ni6X69JVjAYeSeXh2cPIgshgKE1Jr2PYrZ4BKW+YE8UJ7urYyYnSFNfE+9c13mjAS1cyzKGRaTZ1pbhpWx/JcGCxS3kQw7QI+jzoi0sVpzMlzs5kCft96xq3a+0E5VYSULd0mpaBYbYSQMXdHH5FWFF1oBtvvJH9+/evdiwu19tKudak1tS4dlM3wzM5dLNVPcOjyBSqTfafHGdivsBUtsSpiQWqDZ1UJPiqkfq6plNtaNSaGk8eHV2WAECr2sKh4WnG5gtreXoul2uVNU2DjFYmp1dpWDpz9SIO4JNUNNvgVGka07ExbBNHgKZlrGu8iiyxc6ADRZJ47vQkAa/KgdOTGJbNbK7Egz86xsmJeYZncjz8/Gksx+aOPUP0tUXXNW7X2vGICqrQGpwq6TXMpZkANwm4EqxoJuCzn/0sH/nIR/iN3/gN7rvvPpLJJIqivOpxPT09lxygy/Vmeb1e/ut//a/Lbq+HQq1BUzPRDYt37Bzg8PAs52YyIDhs6Eww2JHg+4fOsXuwk3jETyTgIxHR8C5OmWdLVU5PZhidy1Nt6oT8HmRBRJEkjAtMp5+cmGewI3HRewpcLteVpWRUyWs1un1xXmyO4gAh2dsqE+qIhBQfHkHCJ6l0eqPYV8DKvrDPw4/duI0fHhnh2NgsP3ffDZyezPDc6UnCAS9jc3m8qkws5Ge+UKW3LcZtuwbWO2xkWeb2229fdtt1eQQVD3ndpKDXUe3W8jX5DXrhuNbGin7rf+InfgLDMPinf/onvvzlL1/wMW51INd68Xq9/MZv/MZ6h4GIgIPNxEKRxw+PcM2GLjriIYzF/gGPPH8aB6g3dW7Y0kPT0BlIx0mE/SwUqzzy/GmypRrTuRKlWhNVlpjNl7n7ui00mjrhgBfbcbBsB68io8oSL5ydpNY0iPi9dKcitEVfPbPgcrmuPLplktVqTNVz3NK2hWPFSVLeMGO1BYzFvh4iAtfFB3EcGAq2E5HXf1lNeyLE8LEst+8cYHgmR9Dr4cDpSRq6gQNs6U3R1E1s26EzEabW0Il2R5Ydw7TslV2MXAJZlrnjjjvW+FmvTkHJS54aJaNG3G51ipPdgjJXhBX93d19993uhYXL9QbiIT/5Sp2g30OuXOOxw+doj4eZypZoaAaCAEGfh219abb2pvnBobN87D37ADg+Nkux2lisr90q9SmJIpphcnY6w/Wbe8iWGwS8CslwgIZu8tihYfrbY4iLIyyHhqe5aVs/W3vb3L9Xl+sKVzObBCQPmqUTUfw8sPHdHC1OElUDnCpPUzM1evwJdsX6+er40/zcxjsJquufBIiiyJGRWW7a0c+GriRTmRLJsJ9SXcJxHCRRxO9RqTY1qg2NSr1JuSO07BiZUoWORHydzsB1uQUVLzSgqNeJOlEABLcy0BVhRUnA5z//+dWOw+V62wn4VGzLJuj1kIoEmS9UmC9UGGyPo8oSpm3jVWRu2d7P2akMgx0JIn4P5VqT8YUi1aa+lACc152McmJ8nng4wJGRWXYNthML+njhzCTRkHcpAYBWFYanT4wRD/loj4fX+vRdLtebIAkSXlmhzR/lO9MvUjLqqKJMSPHxfw+9i6jqw7QdHpk5SN5oMFKdpz+QIqS+diWxtXBuOktvW5wTo/Ns6U2Tq9Q4PZXBsm1kSSJTbL0XtkWDTCwU2dCZpFhrLjvGfL5Kx+D6xO+6/AKLFaxKRg3BnQC4oriLslyuy8i0bYZnstx3wxY296ToTITJlGqMLxTQDYt79m3BtC2+8cxx4uEgx8cXMG0by7Kpv2IDMEBdM6hrBu3RIB++bReCA0dGZjk4PM2piQWGZ7JMZ4pMZYqUa010w2QyU1z7E3e5XG9KWPUx3cjzvZnDADhARiszXJnjH8ae4khhkm9PH+Ta5AbuSG9jopYjq61vvf16UyNfqaOZJicm5jk2NseB05Ps2dCF7YButvobaLqJZljEQj429aT4waFzy45zoT1OrreP8xWCinp9aVbatu3X+xbXGlnRTMDHPvaxN3yMIAj8zd/8zUoO73JdkmazuWy26nOf+9y6bQ6WJYHhmSxDXUnuuX4LIzN5bNvG51GwHYfvPHuSG7b18X/deQ31psZCocKWnhSRgA9RKC47liBAoVpn10A78ZCf//dbzzDYGWdrb5rrN/egSBIzuRIBr6fVhdh2UCRpWedgl8t1ZSrrDY4WJtFti4alYzs2NVNbarJ0sDBGSPby9cnneFd6B73+JGWjvq4xV5sGfo/KmakMqWiQExPzTGaK3LZziM1dSaZyZWzboaGbTCwU+PEbt9GVDFNOLd8TkAgH1jx20zR56qmnlm7feuut7ubgy+R8ElDQayih1tizbrqJ35VgRb/xzz333Ot+PR6Pk0gkVhSQy3Wpms0mv/mbv7l0+5d+6ZfWJQlwHAfDtLFtqNQ1/vwbT7OtN43p2DSaOrpp4/coPPL8Ke65bguKLNI0TAzTZkd/O2PzOYS8gLPYDthcXFrU2xZjJlfmp9+5l5l8icMjs4zO5YkEvNx3/VYmFgo8dvAcmmkS8KpEAj7qmt5al9vQmMmVmc2XEUWBnmSU9ngYr+p++Llc66ls1HEEB1EQqZkaFbNJzWwiIODgMF3PcWf7TsZqGeabZWJqYKmJ2HqRRAFwKNc1EqEAM9kSPakoR0ZnGOxI0N8RZ6FQJeD10NsWZcdAmr/+7gE2BJfHnY6GLvwEl5Fpmvzwhz9cun3jjTe6ScBlEjo/E2DUkRf7A2i6uZ4huRat6Df++PHjr7rPsiwymQxf//rX+Yd/+Af+5E/+5JKDc7neyhpNnVy5Tm97lKZu0pkIU6g1GJ7JYdkOAhD0qbTHQ8zky0tNdhRZYqgzwe27hmg0TcYzrfr/XkXmxm19dMZDzBcqfP/Fs5yYmGNDZ5KGZnD7rkG+/PihpeeqlDUcB54+MUrAp7JvUzdPHB0hW35p9PD42DwD7XFu2T5A0Keu0yvlcrkEQSCq+LEcGwcH0zYREZEFEABVVHAcG9O2qBoNynqD1lfWTyzoR5Ik0tEgQb9KRyKM36MgCgJnpzL4PSrRgI9MqUqmWKUtGmDnUAeN+YVlxwm47z1va8HFrsFlvY66mATULrDc1bX2VpQESBco7SRJEl1dXXz6059mYmKC3/3d3+V//a//dckBulxvVaIkUmlo1Bo6saCPtmgQy3LYtC+FZTsoksjEQoGx+QKVuoYqSWzvbycR9iMIAvs299KbinFuJkumVCPkVylWm2SKVUp1jRMTcwCUak12D3YwnS1TrDVai4lprbONBLwYpsWPjo1gmhZz+crSSMx5o3N54iEf+zb3rvVL5HK5FsXUAG2eMD3+BFWzgU/yUDM1ZERMx2IglCKv1ejwRVFEEZ+sUjEb6xqzKArEAz78XpVSpc4t2wf43gunqWsG3ckIM7kymVIVy3K4fksvB89NM1eocktPdF3jdq0tv+xFQsDCwRRbDe5000IzTDyKO/uyni7LxuB9+/bx7LPPXo5Du1xvGbbjkIoGODE+R186Sl86zshcju8eOMUjL5zmOwdOYto2d127mb50jKGuJAPt8WXlPNPxELfsGODu6zazd0M3W3rbmFksMXqeubjBqlRr4FcVQv5W/4AtPW0sFKvUdQPLdpjJl8lX6xechj01maHacPcOuFzrxS972BjuwCcqdPrigENrTsDBL3vYEGznVGWastFgS7gb2wFxnUv/TmdL/PNTR3jHjn46U1GiAS8Br4ptO5TqTcp1DUkU2dKXxuuROTwyiyAIZIu1dY3btbZEBIJKq5xtHW1xGRkUKuubxLpWOBPwRsbGxtyd366r3tGRWVLhIJu62/B7PDx+6BBzherS1xVRpD0WxnEcprMl5vJlZFFEMy360zGkl5X7LNWaDM9kKdYaZCs1elIxokEftaaOYzs0dZNaQ8ejyPi9Kh5FIuhrrcN1cEBoNSU7MjxLMhIgHvKTjATwe1vT8Jpu0tBMgj7Pmr9OLperxSepvKdrN08unCKqBtBti5Q3xJZwF/szZ6mbOl3hOJIgMBRsZz2XAzmOw9HRWTZ2JXni2ChPHBnhXXs2kIwEuXl7PyMzefrTcWIhH2ens3z72ZOIgoBuWtRm3aUgV5uw7KVk1MnrVUJ+L8Vqg2y5Rnt87feDuF6yoiTgmWeeueD9uq5z7Ngx/vZv/5brr7/+kgJzud7KitUG88UKtu3wzj1DjM3liYX9NA2TbLmOANy6a4DxhTxHR5t0JaN0JSPMFirMv1jlxm297BroBGBsLs8PDp9DNyxS0QCCICKLrX+JkB/NsJBEges29/C9F85QbeoEfQmOjc4iSRJbelLIYmvTsUeRUBWJbLlGvlKnMxEmFvLjDyh4FLeAs8u1nvJ6lSfmTuAIsCPSQ2d7nFPlKR6ZOUzKF+Y9HbvxSQohxUdUDeAR128pRa1pUK43MEybZ46PU6lreFWZw8PTmJZJvWmAIPDYoXMYlo0AeD0ypmVTabqzjlebsOqDBuS0KrGgr/UZWaiwo799vUO7qq3oHeQTn/jEa3YgdRwHv9/PL//yL19SYC7XW1m1oYEDpyYXUESRQrVB0Kuyb3MPoiBQ11r7BA6dnaZhmPRKIolwq+mP7Ti8eHaanlQUjyLz7KkJdKNVTq3W0Nk50MF0psi2vjTnZnIMdUYxLAvLapUeNS2bUq1BTTMI+UROTWb40O278CsKR0ZmOTedWxpAzFXq9CQjfOj23YQD61NG1eVyQcPUOV2eoW4bHCtNUjEaeESFGxIb+HDfzXhllaDsIdssM1pdoMsXJ+KPrWPEDiGfj7PTOWzHIez3MpurcM++LRSqDURR4sTYXKsIwuLm5oBHpdLQ8LhVeK46Ybn1+ZbTK8RDfkbn8szm17fPhWuFScAv/uIvXjAJkCSJtrY23vOe9xAKuVM8rquXLIkUa00sy0GRYLAzQbHS5MjoLKZlcv2WPkbn8iAIeBWZsN+Dadmoi5XzmrpJpljDq8gUqi+tm6xrBu2xEHP5Mh2JML1tMaZzJSYXihwbm+XDt+9mfL7A40eGsSybRNjPnqEuREEk6PfgVSQqL/vTTUeDXLOxi7PTGWbzZdqiIQba43Qmwq+Z6LtcrtVXNuo0TZ28XsEvqZT0OnVL4/vzRxHmW2VC7+3YQ0jxsTXSxUKzzKA/tW7xBn0eogEvOA5Bn8oduzfQ1HSqTZ1IwMt1m7oZns0iCK2Lf79XRdNNTNtmQ1dy3eJ2rY/w4p6AnFalN9oNwORCYT1DcrHCJOAzn/nMasfhcr2tJEJ+Ah6VWMhHX1uMH50Y4/HDwwS9KpbtcHJintl8mb50jGpdQzNMzs1k2dCZXFqnb1k2uvDqTbzzhQq7BjvRdBNJEkjHgmztbWMyU+KR508jSSK37hhAESUK1TqnJxcwLIv5fJl37BqiUteYyZXoSITxqQrPnpxANy0297SxUKxxamKBm7f3s60vvdYvm8t19RJAty10y0IURPyyStlo4CxuEBYQMLGxsJluFNgb7UdjfRsupaIB0rEQ77tlB1MLRY6Pz9PUTTZ0JuhLx/jQO3bz3QMnmVwoMV+oEvap7B7sJIBbI/5qE1FbMwFZrcy+WGuQeGzeTQLW2yXNyRmGgaK0hi7L5TLf/OY3URSFe++9150JcF3VFEVme387zbMGhVqDQqVOOhaiXGsiiQKVmkY6EmJ0Ic+OvnYKlQaiJJAp1ejzqoiCQCjgRRIEJFHAsp2lYzvAQrGKJIps7k4xmSmSKzc4NjpLtaljWTaTmRK2beM40N8eQ5ZEMoUKDjCTKxH0t0bxvv3sKWJBHwitkqLQqja0/9Q4bdEgycjad/J0ua5GMSVIwhNCEgRM28QnqciCRN3SsB2HvkCKpqmzIZjmK+NP0+tPMF7PEvMEly6w1orjOExmigzP5NnWl+YffnCQF85OIYkijuMwMV/g9FSGn73rOm7fNUhdM6nUm4iCyLGxWQo59+LvahOSWzMBea1Ge1vr+nBkNreeIblYYYlQTdP4j//xP/Kxj30MaHVo/dCHPsR//+//nV//9V/nfe97HwsLC29wFJfr7W1jd5Ltfe08fmiYczNZYkEvgx1xgj4PNV1jc28bqixjOQ4TmSKZYo3ZXJmGrtOdipKOBUlFg3Qnoxc8vmXbJCN+bMemPx1FkSUEwLBalblkSaQtFiQZCbK1p43rNvdiOw6butrY2tPGyGwOv0cBoVVqUH5ZNSLdaPUUcLlca0OVZLZGukh6w5iOje04NEyNmBKgz5/kXentBGUvp8ozeCSVnFZFQmCmkV/zWM/N5HjkhTOcmV5gKltiOlsi7PeiyBKaYRIJeqk3db61/wRhv49jo629SCcn5tEMk3ftGVp2vLrmVgt6uwsqXkQELGwCYRkByJXr5Mpuudj1tKKZgL/4i7/gO9/5Dvfeey8A3/zmNxkfH+enf/qn2bZtG5///Of58z//c/7rf/2vqxqsy3UxIpEIhUJh2e31UGvojMzlCPpUEuEA09kylmUT9Htoi4RYKFbYO9SFYVoYpkWtqaEqEvGgnxu29KAsNuW7cWsfhmUxmyuf7wOGLIps70/Tk4owOpfn2OgcW3vTPH18DMM0iYf8hAM+dMNka0+K589MkYoGmZgvMF+ssrEzQcDnIeT3oJsWQZ8Hn2d51073g9nlWjvZZpm6qXNPx24iip/nc+foD7YRUf30B5IcL06yO96P4DjM14vUTY2EJ0heX9uLqHpT58DpCUzLZktPG99/8SyiKBDyedAMk2jA22qS2NQ5NDzD7qEObtk+QLnepC0apDcdQymXlx0zU6zSl25b0/PweDx89rOfXXbbdflIiARkDxWzSc3RSMdDzOUrnJpY4JYdA+sd3lVrRUnAww8/zN13380f/MEfAPDYY4/h8/n41V/9VVRVZXx8nO9+97urGqjLdbEEQSAaja53GMwXKrRFg5iWzfh8AQEBn0em1tA4VqyyrbeNWlPn37z7GpKRALpp0ZuOEgv6ljUDi4V8vOfazczlyxSrTSQRUtEgYb+HHx0fRzMsZEnEtCx+8h07OTmZQTcMQGDnQDuHh2eYyZWxHYetvWmiQR+W5WDa9uLsgUBXIowoLt8I7FYLcrnWhuXYjNeynChP4hVVdkZ62BPr50hxnLl6kQO5EWzH4cC5YW5Pb+f29DayWgVREPCKyprGmilVKdc1wn7PYhUggWqjNWCgGyZ+r4pp2SAIqIqEZTs8/PxpxubztMVCvPeGrXQIy/cy1F72frdWBEHA63Xf49ZSSPFSMZsU9Sp9bTHm8hWOjc25ScA6WtFyoKmpKW699VYAbNvmwIEDXHvttahqayRxYGCAbDa7elG6XG9B1YbODw6eIx0LYdk2TcOkUG110fR7FMbnC9y+a5D9x8fZf2qcHx4+hygITGVLzOSWj5TZi8sDTNvCbvX+Yq5YZXg2x0KxSncqyra+djyqwl3XbKSvLUZHPMTZqSyVhkZvOsZAe5xMqcqO/nYcbPrTcWzbZmNXksArmoQFvCodbhMXl2tNFJoVjhbGSaqtv7nxRo7/b/RJjpcmqdmtmvozjQJN2+CH88fp8MeIKH4MyybhCa5prKbVmo/0eVoX+4ZpE/J7kCWRsN9LralTaWg0NANBgJ5UdHHpYoCAR6Vc18hXl3eK9SpuydCrQUBqJV0lvcFgRxyAI6Oz6xnSVW9Ff3nBYBBNa70xHTp0iEqlwk033bT09Uwmc0WMxLpc68UwTM7MZHj+zBSJsJ87dm3gmZNjNDQD07KxbJsd/e30t8c5PDxD2O/lhi29ZIo1PKqMbr5UPSNbqvL4kRGypZem/WVJJBUJ0NsWpamZrU29AqQiATKFCo8dHiYdDXHtxi4002JsNo8gwKbuNjyKzLWberBsh9t2DZEv13FeFrvfo3D7rkEiAd8avmIu19WrYNR5LneOD/fdTNBs8lxumMFgmoQ3xFyjiClbbIt007B0DuZHOV6c5La2rdQtHRznjZ9gFYV8KookIgoC2XKNeNhHUw/R0Axqmk7A50HTDcp1jZu29XFifI5YyE8zX6ba0IiH/ETM5c3CUtG1TWRc6yMgtwabSkaDazu7ADgyMotp2cjSisakXZdoRUnApk2b+Na3vsV9993H3//93yMIAnfccQcAc3NzfOUrX2Hr1q2rGafL9ZYymS0xny/j4HBmKkOhUue2nYM4TqsKT9jnwauqTC4U+PGbdpAt1ZjKFrFtB48q0xZtjQhqhslTx8bIFqvUNYOGZmA7DpGAl7woMLlQZDJTwsFBFASGOpNs7Ukx0B5noD3OD4+OtJYiCaDIEs+dniBTqvK+m3cwX6iQCPu4dcd25vIVGppBNOilMxEhGnQTAJdrrQiOQMMyCMpeMs0SO6I97M+c5fH549RNDUmUiKoBOrwR7urYRcVocrQ4ye5YL+ba5gAkI0EGOxJUGxqNpsHITI47dg+x/8QE+Uod3bBwcLhhay87B9r5o68/gVdV6YiHGZvLtwoOvGI5UMjnrse/Gvik1mqRmtmgqyuC36NQa+qcmlxwOwevkxUlAQ888ACf+tSnuOWWW3AchzvuuIOhoSFeeOEFPv7xj+M4Dr/7u7+72rG6XBelVCrR19e3dHt8fHzNNwfnK3VGZnNs6Wnj6eNjTGXLTGRKKLKEJAj4PApbulN0paJU6jo/PDrC3g1dbO9LIQgOHYkwAPOFKrP5ErP5CvOFKpbdqvyzd6iLR54/jbrYaKyhm9iOw/BMFsu2uXFLLweHZ7Bsm4BXxXYcFEmiLx1jsCPBXL5MwOehMx6hIx6mIx5e09fH5XK9pNMfY3O4k4rRIK9XsR14Pj9Mmy9Kuy+KaVtM1LIUtCp9gRSqKDNZz9Lpj9Lpj69prKIocN3mHg4NT9HTFmU6W6JU00jHgrTFgq19AJbDdLbEV584wp6hbp45OU57PMw7dg6SKVYo19a/Ikyz2eQP//APl27/0i/9krtH4DLzSa39KzVTQxQFNnanODw8w3OnJtwkYJ2sKAm46aab+Lu/+zu++c1v0t7ezs/8zM8AkEgk2LdvHw888ADXXXfdqgbqcl0sx3EolUrLbq81URDIlZvcvmuAs9NZKvUmutlqAuRRZRRJpDMZ5sDpcX78xu1kSzUOj8xgWhafvPv6pZGxWlMjV24sqwwU9HkoVhsUqg38HpVkOEBDby0fsh2HhUKFHX1pzk5nsB0I+T2kIgF62mKcm85yZHQG23Z4/y07KVQaPHFkhF2DHe7ov8u1TjTH5I62bUzWs2wNd/OVsae5t3MvZ6tzTDcK+ESFm5KbQICRygLvTG/nhfwIAgKisPbLKEI+DzdtHaAjmkPTTfafGGN4No/fq1Br6Ax2JpjLV5jJldnYlaIrEebW7f2t8shNHSN7ZdSHP7+s2bU21MVN7E2rtRF8e1+aw8MzPHNinE/ec/16hnbVWvFunD179rBnz55l9/X39/N//s//udSYXK63vJDfyw1bexibK3Dnng08fniY+WIVzTQBh/fcuJ1cpYbjgM+jMNAeX+zgqzKTrzDYmQRAEkUyxeqyNfuRgJeZXBlRFBFFAVWWlj23w2KFpKCPbLlORzREOh7iiSPD+D0qdU3Ho8i8cHaKeNjHpq42Hjt0jndfuwnbdjAtC59Hwf+KkqEul+vyMG0TURBo90Zp2AZJf4TH54/jlz0k1CC2YzNSnSfmCdLpi5L0hrilbTOSKCEKwhs/wWUgSyIbulMcH58DUSAVDZIr19AMk5lsiVu2D7CxJ4VPVbj72k2cnlrgb773PLbt0Kus/cCMa/2pUuuSs2G1qkltX+xKf2h4hkpDc5eFrYNL2pKvaRrFYhHLunDr8s7Ozks5vMv1lmXZNkMdCQIelcMjM+wYaOdmvxdJFOlKRqg2mhwenuJdezdwbiZHXTMo1ZpohsnwTI5rNnbh96iE/B58XoXay2r2W5aNqrQu/FORIEGfh3DAi2XZyLJE0KsSD/nZ0ttGUzPZ0JXkm08fJx7yU6o1AQFJFDFMi5HZPIMdSaazFZ47NcFMroxmmAS9Ktv60mzqbsOrupU7XK7LSXAETlZm2BbqwnAsjuTHaPNGyGoVZhtFnMVhgKhe5Zr4AKfLMzg47I0NEFHWtlvwy80XKuQrDbyKTCztp1Rr0J2K8u5rNpIp1vh/v/U0tg0Bn8rm7hQfeecevrP/JPVK+Y0P7nrbUYTW55Zut64ZU9EgHfEQs/kKTx8b4+59m9czvKvSij7dq9Uqv/Vbv8V3v/tdzJdVMXk5QRA4ceLEJQXncr1VTWeLNDWDwfY44YCXWlMjX25QaWh8c/8xGprFng2d+BSFEhpDHQlOTy2QioYwLAvHbn3oBzwqN23t43svnqG5uOQnW66xtaeNhWIVVZaQJZHIy5byOI5DMuxnz2AXB05PkCvX2Lell8lMkblCFVEQ6EqG0YzW8YansziOw8Fz03TEw5iWTbHW5OkT45RqTW7a1u9WbnC5LqOmbaAKMoZtUTWadAUSHC1OoFkG1mICIAB5vcqRwjg3JTbx3dmDpL0Rdjl9r3/wyyRXrvHIC2eQJRHLtqlrOrsGO9jcnWJ4Ns+/HjiFuDgjOZsrM50tkynWuO/GrTz6+PPrErNrfUliKwkw7JeuG3cNdjCbr/D4kWE3CVgHK0oC/uAP/oBvfOMb9Pb2snXr1qX+AC6Xq1X9B0egoZuMLxQIB7xMLJQQAK8qM5BOMJMv86Ojo9y9bwupaIBsuYZHkXFsm+5kBL+39TcVDnhJRgK8e+8mZvNlZvNlVFlmU3dqcSNwbumxtu1QqNTZ1JPiof0nmM6UMG2bkbk8o3M59gx2cd3mbsrVJoos09Bb6zKrDQ1FkVBtmVeuLDg1ucBQZ4LOxPp0XXa5rgYOEJBUykYdWZSwHBsJEftlCwEdICz7aJg6umMy3yxT0OtktfKabw4GGJ3Lo+km7fEgvakYR0ZnSXW3YVg2z5+ZbDXj8iiYls3imAajc3n622PcvmNw2bHy5Rpxt6z4255M6wPGetk+vb0bunj4+TM8dWwU3TBR3Z4Ra2pFr/YjjzzCrbfeyl/+5V8irNN6RJfrSiWLIuGAh4mFArlKjX/8wcHFOtgCIb+HgfYY/prKPddv4fTEAtdv7WV0Nk8y4qc9FmZHf/uyv6vN3W2Mz5/B71XZ0d+ObTtMZksMdiTYPdjJfKGKblpohsnOwQ6msyXOTGWwbQfDtEiE/VTCQaayJW7e1k+uVKNUa7aWFDkQDweYyhbZ0tNGrbm8c6dlOywUam4S4HJdRlHFjyiKrf08QFGr4ZNVVKk1OwCgiBKKKBFQvMw1isTVALZjo9sXno2/nBzHYXQ2Tyoa5MCpSfZu7EJVZWzboVx7qSGiz6OQrzRaM4mOQ1M3mC9W2dy9PGl56tgod6ZSBHzugOLb2flN7Jbz0hLy/vY40aCPYrXBMyfHuX3X0HqFd1Va0Rx/qVTi7rvvdhMAl+sCBEHAtm2eOTnGuekcyWiQ6XyZk5PzHBqeZv+pCSIBD9974QyDnQlEQUCRRLZ0t/HB23bRnYouO14yEuDu6zaxuTuFaTmYts1ge5xrN3bzrr0buf+WHbznuk2kY0Fsu7WsB6ChGeQqdbLl+tJynmNjs6SiQcq1JrbtEPCqhP3q0gf2+RKkHkUmEvAS8nmwHXtNXz+X62oTUn1sCKZRJImsVqE/2IZpW8iCtHTxbzsOVUOj3RuhajYRBAG/5MEvr89mSp9HoVitoygSv/OVxxhsj7N7sIN4yE8s6EOVZcq1JrIkosoSfo+K36siCsKr3lOy5TqzeXefwNvd+UtG+2UzAaIgcO3GVuOwR54/sx5hXdVWlAT09fUxPz+/2rG4XG8LhmWRLzcoVpsokogkijSaOh5ZQhQF5gtVVLlVKu35M5P0pWO87+btXLOxm7Zo4ILHTIQD3Li1j5+8dScfuHUnd+7duJQs+DwKDc1gNl/BMC1sx8G2HeqLm4kLlTrRoI+w34vtOLRFQjg4JMMB3rV3A7Ggn/feuA2fqrCxM8GmriSOYzM6m2ehUEEAmoZxwbhcLtfqaPNG8IsqI9UFrk0M0B9sQxQEKkaTol5HEARuS2/hZGmaoOKjL5AioHhJekJrHqsgCPSlYuimzTMnJogGfGRKNZ46NookiQS8KoLQGsBIhgMosoRmmqiyxNaeNqK+V9fjnyu4ScDb3UszAcuTwOs29QDw+JHhpWWqrrWxouVAP/MzP8Mf/MEf8IEPfMCtAORyvYIsiswXq8SCPiIBL5ppsaEzCQLIkkStoVGqN+hvj5GvNMhX6hwfn6dYb3B0bI6PvHMv7fELf7B7XqNSjygKJEI+gj4VSRSxLBNrcSGuAywUq2zsShL2e7luUxd7hjrpTIZJhgMcG5vlK48fptJo8o4dg5yaWEAUBUr1Jl5V4UcnxilWm9y0rQ+vR7lcL5vLdVWrWhoSIp3+OE/Nn6LbF6fHHycgeWjYBgtamf2Zs9yR3o5PUogF0qQ8oXXpEwCQigURBIdyvcGdezey/+Q42/vbUWWJ23cP8vWnjlFp6JRrTSRRwKPKbOxMEvCqTGQyrzqeJEkXeBbX24mwuCfAZnkSMNgRJxlu7Y174vCIu0F4Da0oCSiVSvj9fu6991727t1LMplEFJe/EQmCwBe+8IVVCdLleisRBIFYyI/fq9LQTebylaXyn5Ztk4oE8XtU8pU67bEQsiQxlyuzuSfFk0dH6U5GeN/N2y9qg5RtO0xlixwfnePo2Dw9yQiDHXGmMiXylTq2tVhlyKtSqDboa4vx1LFRVEVmS+9ejo3N8i9PHqW/PcbOcDsHzkxS1wz60zGu7eqi1jSQJZHT0xnaEyG29qYv98vncl2VJEGkYjZo90Z5uH4Iw7EIq36Ol6YJyl46/VF+YfPdxJUAVUPjbGVmqd76emiLBmmPhQn7vfhUhXpTR5UlCtUGAY/Kx+7ax+OHzzKXr5AI+bl2cw/pWJBnT06Qm5jhF152LMuy6Eq4Xcvf7qSlmYDlfSIEQeD6LT1857lTfPu5k24SsIZWlAR88YtfXPr//fv3X/AxbhLgWi+qqvKzP/uzy26vtc3dKX50bITJhSIAmmEuVg2CuUKFtliQsdkcJycXeN/N29kxkGahUEWVJIZncyyUqnQno2/4PCcn5nn6xBiWZWPZNs+fnWT3UBeKVCEdDTGVa1UlCiz2DqhpOpPZEl2JMNlSjX89cIrt/WmOjs1zZirLmakMDg7nprNs7Epy/y07mM1XADg9mWFTdwpJdMuFulyrLaYGSHrD7M+d4ce6r+XJhZOcyc7SE0jQ5o2Q9kY5kB0mpHgp6TV8soeIun49AkRRYGNXks54a3lhOOCjMxHm0RfPMZ0r8m/edQ3/17uuodrQmCtUODW5QKFcJx0LkRlffhEY8nuJh9b2XCRJYvfu3ctuuy4vaXFTgGW/urfUDVt7+c5zp3jmxBj5cp14eP1+t68mK0oCHn300dWOw+VaNX6/ny996UvrGkPY7yEVbVXkUWQJ27ERAEeAHX3tHB+doycdw+tRqDU1uuJRMpUa/e0x6pq+1BPg9eTLNZ47Pdla9iMIdMRCiMCJsTkGOxP0pKKMzGQJeFW8qsJsvszZ6SzRgI9rNnaTKdVoaK1qHdOZIslIAEEQlqZsx+bzHBubY7AjQanWpK7pGJbtJgEu12VQ1GoEZR/dviQLzRLvTG/HL6lUjAYFvcZ4LcNkLce+xBA20OGL4RXXt5rOxq4Ud123iVrDQBZFBAS29aW5cVsfVc3gyWOjiKKAz6NydGSOUr3J9Zt72NKTWnacoFclV6kTfEXH2IreYLqRZ65ZRBIkevxx2r0xvPKlL0tUFIX777//ko/junjSYrMwCwfbcZZ1u+6Ih+lPxxibL/Cvz5/io++6Zr3CvKqsKAno6upa7ThcrreVSqOJ36ty644BDpyepD0WQhAENnQmMEybA2cm+dhd1yGLAifGF5BlkXjIT8CrYlo2XvWNP+Tmi9Wlhl8AsizRlYoSDwdaMw+Gxc/evY+jw7OcnFzA51G5c88G2mIhSrUmoiDQmYzw4tkpbNu5YEOwkdkc2/vaKdWaRAJeVHe0zOW6LM5UZgnJPs5WZ/nh3EnyRpVtoU72JgYJKl5KRp2d0V6iip8Ob4yg7MF01r486MtZjk0s4KWnLc5crsTZ6Qw/OHSOSMCLz6PQk4qxsTvJ0eEZ7r1+M989cIoz01l6+pLLjuMAE/MF+tpiS/dlmiUemz9BUa8t3XeyNMVAsI2bU5sJrFNVJNfKSS/bv6LbJl5p+efcTdv6GJsv8K39J90kYI1cUleGBx98kO9+97tMTU2hqiodHR3cc889/MRP/MRqxedyveXUNZ3hmTwT8wXiIT9be9soVhsAZIo1SvUm3ckotabOgTNT/NgN24j4PWTLNX54ZJgP376btouYCtVeY7bAt1juUxAFDNNmeC5PLORHkUT8XpXHDp2j2tC4fnMviiwxmy/jURTqTYOgT0WRJOJhP15FAgRsx0EAtvS0IYpuWWCXa7UV9Boi8ND0AU6XZ2j3R7g5uImR2gL/3/hThCQfMTVAlz+GIkrsiiYIyh684vpu1Hcch9H5AnuGAhw8N81UtkRbNEimVOPsdI5Dw7MMdsTZ1tuGqii859rNHB+fp7D4fnieKAg0XzagYdgmz+aGlyUA541WF0h6QuyND1z283OtLlmUWjPigG4Zr0oC9m3u4Ss/PMypyQXOLi5JdV1eK5rXdxyHz3zmM/zn//yf+eEPf8js7Cyjo6P84Ac/4LOf/Sy/8Au/8MYHcbnepuZyFaayJToTYTTDZK5Q4fsHz/HwC2d44dw052ZylOvNVgnOYpWB9hg+r0qp1iDka3UXLjfeeMNfOPDqMnsvlwgH8MgikihQa+p4FJmnjo5SbeiMzOY5cGaCDR0JYsEATd2gruncd/1WtvS2oekmoiCyvb+daMDL3o1d9KZjr/t8LpdrZUzbYq5ZJqdVyGoV2r1R5pslpms5ApIHy7HwyyqHCuOcKE0xXsuiSgrGOvfwUGWZDZ0p5gsV5otVLNshU6pRrDawHQdFEhmfL+Ag8NDTx2iPh5jNlfF5l1/8leoabdHg0u1Ms8JcvfCaz3u6PEPd1C7bebkuDxEBRWiNPTesV5cCDfo87BpsVZz85jPH1zS2q9WKkoC///u/53vf+x733Xcfjz76KC+++CKHDh1auu+xxx7jH//xH1c7Vpfroui6zpe+9KWlf7q+thU0yvUmpVqDoM9D0OfBtGwGO+KcL4jgUSSu39LL0bE5bts1RFO3mM9XiAX9RAIeLNtmoVh5w+dpj4eIh3wX/JooCmzuThEPB+lMhBEFAd20qGk6hUod07Y5PZWlUG/ywXfsJB0Lcf2WXr61/zinJuYxLIu5QoUT43OMzRfoTISQ3b0ALtdl4REVZhsFbMdBFiTSviiH8mNktSoeUWZXtI9tkW6uiQ/QNA0WmkVqZpO8Xl3v0OlORhiZzRML+JBFkXK9iU9V6EyE6YiHiIf8lGoNRFGkrhmEA95WkYSXifg99KRe6kretHRsnFc+1ZKGpdO8wEXkm2FZFocOHVr6Z1mv3qzqWn0e8XwScOHP5Zu29QHw3QOnMC23UeXltqLlQP/yL//Cvn37llUJAujp6eGLX/wiCwsL/Mu//Asf+chHViVIl+vNqNfrfOITn1i6ff/9969phSCPIiMKArW6xr7NPSiSSNjvJR0LIQkC7fEwwzNZfuKmbYT9Ho6MTCOLIk3DpDMRwedRMC7izc/vUblt5xBPHB0mX3lpel2VJa7b1E1PKoooCly/uZcn9BGypdrShzSAR5b40dFRbts5yEfftZfHD48Q8nnxqDKabhDwqfhUhadPjOFRJPYMdbKppw3F3Rfgcq2qkOIloHiwHJuQ7MVybDp9MW5ObaZuaZwuz5IplKmZGj2BBAHZgyyInCnPsiHYTrs/um6xZ8s1HMehVG9S03SiAR9+j0quUqOuGfhUhd62GJZtM5stE/Z5SL+iKeKeoS7ioZfu80oKAgLOayQCHlHBI13aUijDMHjooYeWbm/ZssWtELQGvJJCxWpSty48k7Ojv52gTyVXrvPMiTHesXNwjSO8uqxoaG90dJS77rrrNb9+1113MTIysuKgzrNtm5/6qZ/i4x//+Jv6vgMHDvCxj32Mffv2cd111/GpT32K48fdqSXX2miLBYkGffh9KtlSlZDfAzikoyH2DHUR8nnYMdDOsbF5Hnz6GJGgj1QsiG5aVBsaM7kyAe/FfcC1x0O894Zt3HXNJm7Y3Ms7dg7wEzdtZ+dAx9L6/VQ0yLuv2chQZwK/V8GrKsSCPuKhAPGwn2PjcxiWhSyJpGMhwn4PXako0YCPpmES9KocGZ1j/8kJvr3/BCfG5qg33al4l2u1CILAnmg/fknlne3bCcpebk9vZayW4WBhjJrZRLdNQoqXhWaJmUYBj6igijJnKjPrErNl25ydzpAr1wj5VM5NZ0lFgjjA2Zks1YaOZpiUak3KdQ2/RyUZDXDH7g3MZEvLjtWZXN4jIOUN0+aN8Fo2hTvdjcFvUef3AdSMC3+GyJLI9Zt7AfjOc6fWLK6r1YpmAmRZptFovObXG40GgnDpGwh/4zd+g0OHDnHTTTdd9Pc8+uijfOYznyEej/P+97+fRqPBt771LX76p3+av/3bv2Xv3r2XHJfL9XoS4QA3bO3lyMgs8ZAfURBZKFZ54czpZeNaXkWiKxUh6FNpj4WQRJH9J8fpbYthWq89Ff5Kfq/KUGfidR8TCfjY2d/O6Fwe03KIBr1Eg17m81Vsx0ESJHyqjONAsdbAsFqNfxwHjo/P41MVBBy+/2KBzmSEO3YPcfO2PhLh4Os+r8vlujh9wRQ3pjbx8Mxhkp4QcU+Qp7OnCUhegooXWRAYqxXp9sVRRJmmbVIzGoxWM9y2xj38bNvh8PAMpyfnsWyH01MZelJRJFGgWG0g0BrEA7h+cw8LhTLzhSp37N7AIwdOkVnsn3LeK68XFFHmhuQGHps/RtM0sHGwFvc/9AQSbAl3rsVpui4Dn9Sala+azdd8zI1be/nBoXM8frhVxOKVpWNdq2dFScCOHTv42te+xsc//nE8nuU/nEajwde+9jW2bdu24qCq1Sq/+qu/ysMPP/ymvq/ZbPL//D//D7FYjK9//eukUq1axB/96Ef5qZ/6KX7913+db3zjG6uSoLhcrycRDtCfjhEJeHn21Djv2rMRTbcYns0B4FVlogEve4a6mMuVScfCbO1tYyJTZEt3ihNj8wx1JlZ16U0qGuLajT0EfR6ePz3Jj46PLX2tPRZirlClLx3FWSzIocoSJycWaGoG7fEQ2XKNQrVB0OflO/tPEfC0SqBeTGdjl8v1+gKyh9lGgZgawCPKZLUKAclD1WxQtzT6AykkQWSkugDAZD1Lyhe54AbLy22uUOaHR0aIBLzIosD+k+Pce/1Wwn4PmWKNhVKVaMDL1t40lYbGkZFZQn4Po7O5VgWy5GuP8p8XVnzsifYzXs+iWQZJT4hOX4y0L4rfnQV4yzr/s6uYrz2Q3JeO0R4PMZev8PjhYd5748qvJ12vb0XLgT75yU8yPj7OBz/4QR566CGOHz/O8ePHefDBB/nQhz7ExMTEsjXZb8Z3vvMd7rnnHh5++GFuu+22N/W93/72t8nlcnz0ox9dSgAAtm7dyv3338+ZM2c4ePDgiuJyuS7WfKHCDw6dI1uqkSvX2NyTZmwuz3uu28RP3bGH23cNcs91m3nnno0EvSo3buvHskwE4LqNXYzM5WnoBoa5uhvVRFFg91AHsaAP07KJB33EQ342dCZoaAYD7TGK1SYeRUYWRYrVBk3dQBDg2o3dSIJIb1uMgFdBkgRylTqz+fKqxuhyXa1mG0XKeoOkJ0zdMggu7g3wyx78koeq2WRjqIPBUJqy2SCvVYnKATaE2tc81omFIpphMjaXx+dVScdCTGaKZEs1elIR7ty7kaGOBCOzWU5PZuhti6JIrRlRQRTpSIRe9/jZZoV/nT3Mk5lTTNSyzDdLnCrPMK+VkAW3QMFb2fmZgLLx2kmAIAhcv7kHcJcEXW4rGsK7/fbb+ZVf+RV+//d/n8997nNL9zuOgyRJ/PIv/zLvete7VhTQP/7jPyIIAl/84hfZs2cPd95550V/73PPPQdwweVDN954I1/+8pfZv38/11zjNqFwXT6nJjN4FJkjo3Ns7k4QDvg4NblAKOBlMB1nc1eKc3M5ZrMlTk8ucG46y67BTgJeL+WahiyJhP0eVHn1R9jz5Rrj83kGOxJs7E6iGxa24+BRZDb1pDg8PEO51iTbqFGsNgGB91y3icPD08zkKuimSVM3W4/vSvGENsI794h0p6KrHqvLdTUp63VqpoYo6OS1CpvDHciiRN3U0G2Lpq0jIpDTq2wMdaCKMhGPn4gSeOODr7JqQ0MWRWYLFW7x9bFzsJOZbJFwwMtDz5xAAGIhHwGvymBHjFJNI1epk46HSIYCBLRX1/8/z7BNnsmeIdtcPsBgOTZHChNElQBbIm7D0req83s5Kq+TBECrZ8A3njnBgdMTFKoNYsELV8JzXZoVX2V88pOf5K677uL73/8+ExMTOI5Db28vd911Fz09PSsO6Bd+4RfYu3cvXq+XqampN/W94+PjAPT19b3qa+djWo0Ny6/kOM7bprxY6zSkl922eOWpvfxcr8TzfmVMrXNYmzjrms7EfI6gz8NUpkg86KMjEWVjV4qHD5zmuk09fPu5EyiSRFcyggOIksjoXB5w2D3USV3T2NSdQmD1fq+ahsHZqRyz+TKHzrU2EsbDPjZ0pgj7W2/KjYbO1p42OpJhXjwz3aoSZJg8f3qSXKVOpaERDXrZ0deOz6MQ9HsILjYfe++N25aOc7lc6b93VzL3tVu5tXrt6paGYZtIgkjSG8ZybJKeMGf0GRxAFWVMx8ZybEzHIqEGsW2HiOJb859p2O/B55EJ+zzkynX2berme9Ua3ako+zZ1U6i+tC+w1jSYL1YYaI/TFgmgSCKnzy3w3pcdz7Ks8x8+zDWKzNULr1kZ6ERxkj5/ElW8tEGS9fycuBhr/Td7OSoj2RfoY/HymQD7dargpcIBepIRJrMlHn3xDO+/Zceqx/d2drE/z0v6K+rp6Vnxsp/X8mY2Ab9SsVgEIBJ59XrDUKg1/VipvHH99Ter0Whw6NChVT/ueqhUJGDP0u2jR48SCr32G9DRo0cvf1Bv0it/xq1zeP3p59Uie3zMzy8gtKWYzZXYNdDOVLbIZKZIdyrCkdEZDNPGMG1GZ3Ncs7Eby7QxJJPpXBndtLhmQwfN4gKHFiZXJyZV5dxCnSPDU/R1pLBNDdt2aAsnODY6Q7FSx7EtulJRtvWlqdfr9CYC+AN+vvz4YUbm8vg9Ctdu6CLg83BifJ5SrUGp1uSajV34JYfDp4YJiWvXj+FK/L17q3Bfu5W7XK+dFPQyIiywMdKBZpoEFS+2Y/Ou9h3sjPbwvbmjJDwh5hsldkR76fLHKRl1dNsgMzHLWHVt+wWIqp9iPsfmrjjzhSqlusZNW/up1DXefc1GDg3Pkgi3ZgJM02YgHScW8jKZKSGKvGpU9+jRo1iL79H1sMjM3OxrPndZKXKqGcSuXlqFMsNYvpfi6NGjKMr6dmB+LWvxN3vttdeu7gEdmJ6eftXdNas1C5Svlzl37tzrHqIv7mUyW+IbTx5kIGC+7mNdy13sz/NNLa7L5/P87//9vy/4tT/7sz/jN3/zN5mdfe0/3svNMAxEUUS+wDKK83XiNc0tbei6fATHoisVo1hvsrGrNcqeL9cwTYuhjjiiIJCOBkmG/YT8Hk5PLuD1yEiSRLZUQxJFMsUq4us0ynmzdEfm+GjrzThXLLO1t53tg118/+BZDg9PU6o3qWsGZ6cWePbkBJpuUaw1ePbkONds7MKnynQnIzR0kx8cOoeDw8bOJKPzeZ44PMy52QKmc3lGklyuq4ElQqlZZ2+sn4l6lkdmD/HQ1PP8n3OPcrYyy3/YfB93pLdxQ3IDmWaJ/ZkzmI6NZplozdeusnK5KLbOrTuH6G2LMzaf54eHz/Glh5/nXw+colzT2DPYSbnWZHS2ACJs6EriAJIooMgy5fprDxgobzA26ZFkJNst7vFW5TnfMdh54w3tG9KtAd1TM0UaupsEXA4XPRPwwgsv8KlPfYp6vc59991Hd3f3sq8/9thjHD16lG9961v88R//8SWN6K+U1+vFtm0sy3rVBcn5rrE+3+qvK/P5fGzevHnVj7seFidTluzcuZNodPl9lmUtjUzs3Lnzirv4K77iJFrnEF2z5w+nivzTDw5y7/VbGJ3Lc3Yqh0eVCXg9bO5O8vTJcRSp9adXqtUBAcuyaWoGibCfsfkS79x7PX7P6oxKHRqeIdX2Ug3BDZ1JHjsyjOUIKIqKbkEkEsDnUehOxzg7V0QUHLKVBh5V4c69G+lKRTg7nWFTd5JSTcN2bAY7E9SaOhXNQFJ9JDoTxMN+vJepWtCV/nt3JXNfu5Vbi9euaNTJ502+MfkCum3SF0gtdcStWzpfn3iWO9q3U7M0Skad3kASj6SQ9IbYuqP7DY5+edi2wz/98BBT2TLJsJ9MucZ9u7bwwrkp9p+cIBrwUmloOI7DO3YMsmdjJyGvh4efP8UG//L3tp07d3L+g6Zh6ozJJUqvsWb82vgg22P9lxx/s9lcVoFw586deL3eSz7uannL/80K0NX16r0bmm3CudPo2PQO9r/usq4hx+E7R2dYKFZpKFFu2rPhckZ8VbqoT+vJyUl+/ud/HkEQ+KVf+iXi8firHvOXf/mXfO1rX+OP/uiP+MxnPsO3vvUt2tvXtmrB+WVA5XKZWCy27Gvnl4hcjmUhgiC89f5AX8MrT0OSpFfd9+qvX1nn/sp41jrG7lSMm3cO8u2nj+PzquQqdRaKVcYXimzuSbFroJMfHR8j4FHoS8eoNTUCXpX+9hi1po4oiQjC6o2s2w4I4kuTfjXNoFpv0pOKUajWUWSJeNhPNOAj4PMwmyvTFgtRa+r4vR6eODpMXzrG4eFZZnKtzXqKLOFXFe7et5lqU2f/iXFmcmUUWeSaDd0MdSYuayneK/H37q3Cfe1W7nK9dgkphOU41CyN+UaRgWAbVVPjbGUW23FQRInuShzbtrmrfRcv5kcJyV6m6nk2hjrwKGvXEf28XLnCVLaMABimxbaeNDO5Mi+ebc06GpZNW7S1b+HcbJbuVISaR+fefVvx1JcvX5rIlBhItHqdBCUfN6Y28/j8cXR7+ehvhy/G5kjnqvwM1vtz4s24kmN7PeIFKjl5JQURARuHhmPglV7/d3f3YAffe/EsTx0f467r3h6DrVeSi0oC/uqv/grLsvjyl7/Mli1bLviYaDTKJz/5SXbt2sXHPvYx/uqv/opf+7VfW9Vg38jg4CAvvPACk5OTr0oCJidb66uHhobWNCbX2guFQstKwa7VfoDzdNPk2OgsotwqiVdr6gS8Kl5FZqFQZbAjTtCrUmlohPxefKqCKAi8Y9cQX37sIO+9aRt+z+ptsk1GllcP0U2L8YUipmXjVWXagkGqDZ1itYlp26iKRDLkpzMRplSrc//NO3j21ASZYmstpygIyKKI16Pw8POnue/6rRimiaYbZEsaj9eGkSWR/vZXDxa4XK4L02wDn6Tglz3ULI25RoGoGqCgVdFsg8l6jorRxHZs7urYRa5ZIaOV2R3vp2MdkoCGbuLYNsVag5DfQ09bjJPj8wx2xBebJApopkmh0mChWOHp42PcuL2PiUwRM5vj3pcd68DpCVJ93QR9rfPoD6a4V9rLWG2BqXoeVZTZEErT408SVFZntF5VVR544IFlt12Xn4CAR1JoWDp1UyOmvn51qx0D7XzvxbM8c2IMx3HcPk+r7KKSgB/96Ee8733ve80E4OWuu+467rnnHp544olLDu7N2rdvH1/96ld59tln2bVr17KvPfPMMwBux+CrgCRJ7NmzZ92efy5fYXQ2z0SmSEPTlzoGa4bJQEecYqXB/bfu4EfHxuiIh+hLx9jWlybs86DIEiGfl0K1TiK8OqX/OmIhOhMhZnKt2bBsqUoyEmA2X8G2HWRJornYwr1YbdCTimLYNqZpEfCoRAI+JFEkGQngOK29Cl5VpqGbiILAyEyWm7b18czJCUzbJhrwEQ/56GmLIoluTW+X62LE1SAg0OGLMlHLEVjsE5DyhqmZGmHFjyxI2EDaF+GrY8+wJ96Haa/PWmlFFqk3dXrbYsiSSEc8xHS2SK5scWxsjrqmE/J5iYV8DLQnKFUbeGSZjniIF85NLDtWtaGzUKwQ9L3U+Tzti5D2RbjhMsUviuKar1ZwtXhFmYalUzPfeI/mhs4kqiyRLdc5O51lU3fqDb/HdfEu6hN6fn7+TXUA3rNnD3NzcysOaqXuvPNOotEof/M3f7Ps+U+ePMlDDz3Epk2b2Ldv35rH5bq6zOXLnJpcQAAkUcS0LEJ+D0GfylSmhG5ZCAjctnMQn6qg6QaaYTKeKXDDlj4M01wsGbo6vB6Fd+wYYqA9jmM7nJ3OsGewk2jAR397nLrW2i/j9ygUK616zCMzORZKNc7OZJmYL6DIEoosUmlo6KZFua4hiQJBnwfTdmiLhdg52EEs4CNbrvHs6Unm3UZiLtdFGwi24RFkZEFCswwqRoOiUaOg1/BKCv2BFAWtimlblPUGhmPR6U+wijUE3hS/qhIMePEoEkMdCcJ+L+W6zpnpDNWGhigIlOtNZnJlZnJlBjsTqLLE40eG2bOh81XH01+jOWK+WeVsaZYXciMcLoyx0CwtDUa43pqUxX0A2kV0u1ZkaenC/7nTq1Mxz/WSi5oJCAaDNN9EBQJRFC/LBtyX+/73v8/Jkye5/vrrueGG1lhBMBjk137t1/hP/+k/cf/99/Pe974XXdf55je/iSAI/NZv/ZY7leS6rAzLatXIFlu/Z6IoYNkOpVoTVZbwexRiQT+laoOnT4yRCAdo6Ca37Q7w4pkpNnQmsRGYXChy3aaV99t4pVjIx7uv2chUd4qOkTA+WaYjEWb/yQlsx0EUBAJelb50nKZhEA/70UyTfLmOJIkcPDfNlp42PIpMtlRDFAVy5TrRoI9EyM8Pj4xwdjrDdZt7CPhUcuU62XKdzmR01c7B5Xo7S/siXJcc5OGZw2i2QdlsoAgSgiCwIdhOxWgiCAJjtQyGbRJXg8SUAB55fZaxiCLs6u9A0wxCPpXZfJmAV0GVZQzTwjDtVh8Uy0YUBLqSEXb0t/P1p46yKbA8ZkEAv2f5fdlmhUOFMX60cBrDMenxJ+jwxTiSn2B3vI8d0Z4Lrjl3XfnObwZu2m+cBABs6UlxbGyOA6cn+Dd3us1eV9NFJQF9fX1vqk7twYMH6ejoWHFQF+P73/8+X//61/n0pz+9lAQA/PiP/zjhcJg///M/55//+Z/xer3s27ePf//v/z07drjNJlyXV7WukSvX6W+PMTFfRBQEPKqMKAropoVumnSnIrxwdgpVkQl6VapNjWMjc8wVKvSkYwiWjdez+hV2JFGkuy3KsfF5RhcKeBSZm7f3gQMeVSFTrHBkdJauRISAz0NvKkoyHKDW0EjHgliOjSpLDHTEkUURx2k1R9vS28bBc9OEvB6+9/wZ3nvjNpKRANPZEjsHOtzE2+W6CIZtIQkS+5IbSHhCHCyMElb8bIt0Yzs2ZyuzeCSVvqCfiXqWuzp2YjomdbMJvLo3zuUW9HlRJJHbdg6SKdeYmM+TjoXoSUWYzJQQBAFREDAsi8GOBPWGztmZLD9z17W8eOD4smO1RYKkY8Gl2/ONEt+ZeZEX86M0rNZMZUYrE6jMcEfbdg7khompQXoCCVxvPYrY2uRs2BfXBO38TMDBczNYtu0uM11FF3Wlcffdd/PFL36RBx54gE2bNr3uY0+dOsXDDz/Mz/3cz11ycN3d3Zw+ffqCX/v85z/P5z//+Qt+7fbbb+f222+/5Od3vTVVKhXe8Y53LN1+8skn12xzsOOAadm0RYJIosTkfB5FlokFfRSrdW7aOkBTN1goVImH/YiiwN7BLk5MztOViPDYwXNs7U9z67aByxKfJIps70szkyuhGSYLxdZ64kTIz6mpDIok4fcujsgJApIoMjKb48atfQzP5Bgp5hjqSHB8Yp6mZnDtph6OjMwymSnyjh2DeFSZM9NZfvr23czlKzhOa5TP5XK9NtO2OFQYY3/2LJptsjXcSVjxk/SEKOg1TCxuTm6iyx8nKHt4YuEUs/UifYEkp8oz2MBgKP2Gz7OaRFFgS2+aZ0+NA6AoMj84OMyOwQ629KYpVeoko0FS0QDzhSrPnBxnt96JZphs7EouO9aeDV14FksL247NkeIYE7UsNVPDK8p4JAXDtjBtm+HKHEOhds5V5y4pCdA0jb/+679euv2JT3wCzyoWZHC9NkVoJQH6RSwHAuhpi+JRZKoNjeGZnLsvYBVdVDr1wQ9+kGQyySc/+Ul++MMfvubjHnvsMT71qU/h9/v5yEc+smpBulxvhmVZHD58eOnfWraCD3hVEmE/z5+epDsR5t7rt3L9ll7u2DXER++8lrqm4zggSyJz+TLt8RBdiRCSIDJfrCIg0GwaOJdxoW9fOsY7dgwQ8L40/e7gMNAepysZWTZyLwqt0f79J8Z55+4h7r1+CwGfh2s2dPO+W3YADlPZ1qjft587wYauFG2RAPPFChu6koiimwG4XG9koVnmbGkWx3EQgQO5YQZDaeabJXTH5FhxkkfmjvCViWc4VBzntratRBU/dUtjtlHkqcwp6hexyXK19bRF2dqbanUAdiAdD/HMiXEaDZ14JMipyQwPPX2CuXyF91y7GcOwmM6WXvW+cHRkhkqtteS4oNc4Wpgkr1WxbJusXmGmUaBhGczW8+zPnUMRJeqGdkl7AxzHYX5+fumfu89g7UiLy7hMx764x4sigx2tanOHh2cuW1xXo4uaCQiFQvzhH/4hDzzwAP/23/5buru7ufbaa2lra8OyLDKZDM8//zyzs7P4fD7+4i/+gnR6bUclXK4rQbmhEfZ5eNfeDczlq1QaGvP5CvPFChG/l7v3bcF2bH7q9j3opkmuUqdc1+hKRajUm0zMF7Ed57Ju9hOE1gheVypKtljDsi1Cfi+Vusajh87y8s9CzbQQBQGfR2EiU0BVZAzLZmQmy7OnxrFtB0kUcRyHnrYo1YbGQqnKTf5+etuil+8kXK63kaxWRhAEkt4QJb1Gf7CNk8VJckaNQ/kxVFGmYjaQBZGR6gJNy2BnpJeArDJRy2HjMNcsMhhc+8/datMgX6oRC/rYPdhJLOSj1GjyvYNncQBZFNENk3ylzlBHgljI96rur5nFIgTXbOymqNU4XpqkYjQpGjVKRh2H1ujxYLCNst5gspajL5hylxq+RZ1fzmNe5HIggKHOBCcnFjg0MsOHbt99uUK76lz0wuM9e/bwjW98g9/5nd/h0Ucf5cEHH1z29WAwyPvf/37+w3/4D24C4Lpq2bbNQqlKf3uCXQMdCKLI4eEZ9m7oYqFQ5dxMloPDM4zP57FtCPpUrtvUzTVDXfQkoxwemSXs9+JVV6db8OsJ+TyEfC9Nf8fDfq7d2M2hczOYtt0aKctXGGiP05OKMpEt4lMVzkwuUKg2qGsGsijQtE0kSSRTrDHYYbK1N81cvkI06L/s5+ByvV14JBndMvFJHhJqEAcHw7G5IbmBpm0QUwJUzSZHCxP8KHOaDaF2OpUYDdtAFSXK+oU77F5OpVqTF89MU6w2ePc1Gxmbz9HTFuWvH34OWRLxe1U64iECXpWJhQKz+TIfum03zYXMsuOE/B4K1Tr/euAUQpuBhEjTNqgYzaXxEMOxmK4X6PbFMRyT6UYezTLwSJf/vdK1usTFRSgWFzcTADDU0Vr6dWx07StPvp29qd2H6XSaL37xi9RqNU6fPs3CwgKyLNPW1sbWrVtRFPeP0XV1C/k8WJZDvakR8CrEvQrxsI/vv3COVCTAyFyeuXyZtkgInypjOQ6GYfGdA6f49PtuQZZa9fjTsbVtcAagSBJ7N3TRnYwwm69QrNTpbYui6xaCANt725jMlChWG4R8HkzLXirrZ1o25XqTrmSYck0DG8r1JtHg5a0S5nK9HaS8YZ6cr3CmMsP/PfQuMloZWRB5bP44mm0gCSICAilPmBtTG9mfPcNULcfOaC9B2YNuW6jS6hcTeCOFSp2x+TxtsSDVpoYgwOhcnms2dC81E6vrBg3NYKgjic+jYFn2q2Y6v//iWTqKGjs3tHM6N8a2SDeTc7lWmWUE5MUqSZZjcVNqExO1LP3BFFVTc5OAtyBxcQbHusjlQMBS88nJTJFiteF+tqySFb1rBAIBrrnGLdPkcr2S36uyY6Cd7z53iq5klLlCjd5UjGqjwVBXgnKt1YwrU6pRqNYJeD1ohkVHPMz4QpGfvHUX12zoIuBbn7J/kijSHg/j96o8+mKOJ4+NMpevUKw1uXFrL/1tcQI+FcOy6E5GUBUJ07KpNnRM26K/Pc5TR0YJ+TytZU0ul+sNJT0hFEmiP9hGQa8RVvx8e+og2yPdhBUfmm0wXF1gpplHKMA18QFEUaSi15EEkbjHS5t37SsEaYZBKhpkYqGIYzvsHOhgbG4URZYo1ZrkK3UKlTqGZWPbDtGAlxu29hL2S8uOM1+sMj8yww07u9F1k6pucHNyE09mTtGwdAQEIoqPHdEeOnwxdNukzRtGdkuEviWd3xNg2RefBAS8Km3RIAvFKicm5rl5W/9liu7q4v4FuVyrbHNPG/u29DKVKVGp1zEth3uv30qzaRDyezkznaVQbbQq5wBHRmcpVBuUqw3esbOfrlR0vU+B42NzTGfL1DWD4uKGvb50jLlimRu29NGRiFBtaIwvFJjLV5Alkbuv20xTM8mWawT9HsJ+7zqfhcv11qCIMtsjveyJ9vFibpSZeoFdsV4yWoX92bOcKE3T609wT8ce8lqV/kAbcSVIXqsRUf1clxgioQbf+IlWmWk5PHN8jK5EmF2DnVi2za7BDmoNnWpDo1BpUGvqNHUT3bTIlGpMZooo6vLxx6BHQZUk6jWTkOKnaNSpGU1ua9vGPR17+Inua9kbH2CsmuVgYZRH5o5wqDBGQa+u+Tm7Lt35rRzWm9z81p+OAXBibH61Q7pqrf38ocv1NudRZG7d0c+Lp6dQFYlsqcbUQoktfW0cODNJJOBBEkU64iG6UzFUWSQS8JKIBPBfASXqKvUm52ZyWLZDUzMQgI5EmLHZPF3JCF7ZQJbEViv3Uo2Q38NAe5zJhSL96TilahO/R6Ha0NwpW5frIvX448w2CoRULzONAgcLoxT1KnVbp27rHMgP0+mL8+6OnYgIDAXbyGoVbm/bSqc/vi6bZMv1BndesxHDtHn00DmmM0Xed8sOwgEPp6cWqGsGkigi0VoB1JOKcHYqi7/h5c6XHWdDd5KRhk2xqrG5vYOpbIasXmW6WSAoeykadQD6gykmazlEBFRR5keZ08Q8QSKKu//oreT8ngD7TSwHAuhti/Lc6UlOTy1cjrCuSu5MgMt1GSiSRDzsJ1OqYQNNw0QWReqaTr1psK03jU9V+eHhc/zg4Dkeevo4L5yd4tjYHNX62pf6eznNsNB0E8u2UWSpdZGfjvPs6UmS4SBnZ7I8+uIZ6k2NZNhHQzN4+vgYmWKVkdksd16zgSeOjDA2n1/X83C53io0y+BsdQ7LsUl6woxU5ykadcKKnzZPmKDkwSeplPQaODAYagdBoCuQoN0XW7fOuZWGzo+OjZIr11gotJYNPn54mA2dSXYOdGA7DoZlgwAD7TG296U5MjrLVKa87DgBjwdBEAj5PAQEH4PBNH7JQ1D2kddrzNWL+GWVuBpkV6yXa2MDWI5DzdSYb5TW5dxdK7eSPQEAvW2tmYDTk5k3eKTrYrkzAS7XKnMch5MTC3z3uZPM5ErEQn429aRYKFa5dccgY3M5NNPixXNTyJKELAh0xMPkK3W++cwJDMvixq19S81z1ppXlfGoMrImosgSQZ+HvrYoR0ZV5goVZnMluttimJZFua4RCXgJelU8qsxsrkJPW4ymbjCbK7NnqGtdzsHleitZaJYYrWQQhVbDwbDqw6yaIMq0ecM0TIOGpaPbBuO1LN3VDJIgMhROI4vSGz/BZVBr6LxwdgoQaOgGhWoDSRQoVuocHZ1la1+agfY45VoTRZaYzpX43ovnUGQRWVqetJi2TX97HMOyyFdqhBQf7+nYxWhtgZJRh2gPM/UC35s9jIXDe7uuobnYaKpmNtfh7F2X4nzS+maTgO5Ua9/LVLZErakv63XjWhk3CXC5VtlCscozJ8YwLRvbgeGZHAGPSjIaYGI+z/237OQfHz9ELORHEgXiQT8+r4IkiszkSpwYn2OoI0H3Ou0NCPo8bOlJ8cLZaRLhAJIoYFg2kwslpnPFVu1vScSybGRJotrQiAV9VBoaw9NZfB6F/vY43nVKYlyut5qcVsXGJqIEyGsV4kqA93ZdS16rUrd0gsHW/ppz5Tm6fDFOl2dAgIjqp25q+OW1X0Y4vpAnW6yRjgeZzZXJl+sYloUdDtCRCPPMiTFioQDPnhzHcRxUWQYcEmE/7fHl1c8ifi+b+tuZyVdIRFQsAc5UZnkhP4Lp2MzU89g4iLRGkA/kRri7Yxeaba7LubsujXR+JuBNbAyG1mdTNOClWGtybibL7sHOyxHeVWVFn9Lvete7+MAHPsD73/9+urrckT7XlUWWZW6//fZlt9fSVKaEYdmosoRfVchaVeYKZfxelVylwfh8AdO08Cgy9mIJvbpusHOgndG5PJOZEoVKfd2SAICtvWly5Tq6YRH0KRwZm2WwI4FuWKiySDzko9bUyRRraIbJQrFK2O/l+i295Cp1jo3N8a69G9YtfpfrreT88gjbstka7uFMZZbH5o/RsHTKRgPLsYl7ArynfQ+SIKDbJmPVDMPVed5hbVmXC+FcubVOfzZXZq5QpWmYmJZNQzd4/swU127sJhLwYjsOkiBg2TbdqQjdySj1prHsWB5FoiMZpr89gaNa1JQahyaHqVs6bZ4wFaWBYVs0LA1RECkZNWRRQhRE0iusiiSKIn19fctuu9aGRGv2ynDMN3jkq3UkwhRrTUZn824SsApWXCL0T//0T/mzP/szrr/+ej7wgQ9w991347kCNjW6XMFgkMcff3zdnr9cb2KaFpWGhiQJ+D0q+UqDczOn+ImbduLg0NRN4iE/QZ+KZdsEfa01sV5FplrX1m0p0HlBn4c7dg2xpTfFi2dnkASRd1+zgelMkQ/cupu/+NbTgECp1kAQBARBQDcsOpIRJFFAFkUKFXea3uW6GG3eMJIgIksSfknhUGGUjFambDQWa+TDTL3I1yef5Ze3vpeDuRHavGGapr5uZTJNq9VQMF9p4DgOAq3mh03dxDAtDNPinn2bMS2bhWIVWRLpTISJhXzkJmaWHavW1DEMi32bejlWmORoZpIzlVlsx6ag12jzhslpVfxya/mHIkg4jsPNqU1E1cCK4ldVlY9//OOX+Cq4VkJeTLiMN9Ex+LyOeJiTEwuMzrl7zlbDit49vvnNb/K1r32Nj370o5w+fZpf+ZVf4ZZbbuHXf/3XOXjw4GrH6HK9pYT9XnKVOjXNQDMtkpEATd1kbK7IHz/4JF5F5qZtvYDDTK5MrlTn9OQCZ6cyqIrMzoEO6prxhs9zuXk9Cv3pBN3JCBu6kkiyxC07BylW6+zb3IPP00pUHAdSkQDvuXYTL56dojsVJRL0vqmW8C7X1SzpCbM92o1PVphuFPBJKjE1gCyI6I6JZpuEFB8Jb4jncmdJ+yIkvWE2hNIo4voMGHgUia5UBNt20HQT32KZT79HIeT30h4PceD0FDdv6+dDt+9i50A7XlWhJxWlLbq8nGm1qWNaNhW9wTenn2ekOk9PIIlXUpFFkZqpkfSEiCoBEp4Qu2N97Iz2MhRqX5dzd10aWVicCVjBZ0Q61vrdmcwUVzOkq9aK3z22bdvGtm3b+NznPsfjjz/Ogw8+yEMPPcRXv/pV+vr6+Mmf/Enuv/9+UqnUasbrcl3x2mNByvUmQa8HcIgGfXQmIgy0xzk9laFca5IMB3gsP4Jt2yiLH5y24yCJIp3JCHVNX3bMkl5nrllcWv/b7o0SUdemLF46FkIAAh6VmVyZ/acmwXH4iRu3U6pr1DWNbLHGc6cn0U2TbGeCeNBPIrSyETqX62ojixKbQ508Wj2KZpvMNAoUtBpd/vjSJsqyUWe4Mk9E8dPtS+AVFdLeKNY6NeVLx0KICNy+e5AXzkzT0HX8HhXdsNg91MkLZ6a4ZUc/v/OVx4gEfFyzoYvHDp+lIx6hW14es19VyJbrTNVznCrPUDHqfLD3Jr4++Rwj1QUcHBwgrgSIqgEGgm0kPOF1OW/XpTu/mV233/xyoNRiAjnlJgGr4pKHEGRZ5t3vfjfvfve7KRQKfOELX+DBBx/k93//9/mjP/oj7rzzTv7dv/t3bNmyZTXidbmueAGfyo1b+1goVPB5VH50fJRTEwu0x4PsGeqiLRbkoaeOcs91m5lYKFBraESCPjZ1pYiFfHx7/3E+/b53LB1vpLrA0wunqFsvJQZ+SeWWti0MBNsu+/mk4yH60lFsGxqaznUbuzgxscCzpyYwTIvedAzdssmUqvg9CpIgYloWXam172Dqcr1V1S2dvFaj3R/FdCzqlkaxVkdEwH5ZU6Ww7KdmNtke7eZwfpxrE0PrEm8s4MOwLA6fm+GajV0ocmvbbqWh88KZSRwHVFmmMxFBM00WShViQT81TWeiUFt2rP72OFOFKp2aF80ysBybutnk+uQQcl5irJbBdhziniA3JjdxrjLPjmgv3YH4upy769Koi7NX5ys8vRmJcGvway5fWdWYrlaXnATYts2TTz7JQw89xOOPP069XieZTHL//fcD8PWvf50PfvCD/M7v/A733XffpT6dy/WGTNPkqaeeWrp96623runmYFWR8asyA+1xvv/CGXCgLRrE7/FwdiqLLEnUdYvDIzO0x0K0RYMIwImJeRwHYiEf0VCryVamWebJ+RNorxgxqVs6T8yfJCT7SHpDF4hi9XgVme197Tx1bAxRFHj29ATHRufwKDJ+r8rJyQU2dbdx/ZYezk3n8HkUkhE/quRutHO5LpaAQJs3REDykPCEKOp1DKOGg8P5NmA+USHhCRL3BPEICgW9iiqtfYlQx3E4Oj5HIhygWG/yyAun2diV4sx0hoBHJRHycdd1Wzg1Pk9N0/F7FNqiIfZu6ORfnjxG6hWlHaeyRRK93XhFhYDsRRElRqoZXsiPsCXcybZINzgOum1S0CvktCqHC2PsjvWtuEmabdtMTEws3e7t7XU3B68RdXEmYCVJQDzUSgKqTZ1KQyPkc/eiXooVXxmdOHGCBx98kO985zvkcjkkSeK2227jgx/8ILfffjvS4hvTz//8z/PBD36Q3/u933OTANeaqFarvPOd71y6XSgUiEaja/b8fo9KRyLCd/afRJIlulMRRufyjC8UkSWR7f3txIJeCrUmR0dniQZ9OA74PQqWbRPyqUubdabquVclAOdptvH/s/ffQZLd5303+jm5c+7pyXlmcwSwCEQgCBKkSEKkSCpQknUtW1V6JbFuSVW2dV2uUnCVZL8ul2y5Ste+974OrFc0KVOJkGQGACRy3pxnZienzrn75HP/6MWSy4Tdxe6CC5xP1f5xuvv0eX7T231+T/o+rHfKt9wJsB2XU0tb9CXD/N3L53DdnlNTqrept7rEQwG2K3V2jkxz1/QwmiKxWW6wWW4wkPazAT4+10Lk8ub/W9uneLz/AF8xXsLxXNq2jiLKKILEo/17aFpdBoKTOLhMRwfflZ6AYq3FwkaJarPD44dneWOulxU0TJtsLMSHDs+wuFlCkkT2judwXY/59QIBVWbXSI75c/NXvV9/MoruumQDMXbFhqkYTfqDcXZFB+kPJgnJKq7nEVdDFLp1LM+mbnVo2wYRJXBDazBNky9+8YtXjn/3d3+XQODG3svn+tAkBYCuY77NK3/IuYpMUFPoGhblett3At4hN/Tr8clPfpJLly7heR6Tk5P86q/+Kp/+9KdJp9M/8Np4PM6hQ4feVbUWH5/bjabIWK6DKAjops2usRzH5tcxLIfzawX6EhEurBcJar2ImO04CIKK7bpMDWXZrrboT/cUMX4cZePWp0TLjTab5QbDmTj1jo7ruqSiIcIBlUKtTdswiYUCSKKApsj85QsnScciHJr25YN9fK4V07UQBIGlVpF98TH+6dSjLLUKlM0WmqT0+gAkBTyPU7VV7k3PsDP27kgk1jsGluNiOx7Nrs7esX6mh7LMDmUYySUp19vUOzonFjYwbQdZktg/OYBtO8QjGpMDV+8Vyo02/ZkMfeEY92WneXrrFBW9RUKL4AEnqisstQoEJIX9iTEOJibIBKK471I/hM87QxO/6wS4nndFIvdaiYU0uoZFqdFmvN8vCXsn3JATsLGxwWc+8xk+97nPcejQobd9/eOPP84TTzxxI5fy8bkjUWSJdCzERrlBq2OgyhJ3zQxTa3URPY/D04NsluuU6z2tbVkS8TyPwVScZDjA0naZg9ODBC9HTH4UQfnWT0w0LRvH9bAdF0GAVtdAliVioQCxcABN7kVmCrUmHcOka9p0TQvTub5BMD4+72tEERGR2dgAVbNFRAmw0i5hODaGa3GquoLrufzMyBHmapvsjY+SVSNv/763AEkU3jKZVteg7ngIooDtuoiCwKvnVyg3OthO73fDcT0ubZapNLscmBpkKHN1U2+l0eWevhjHKkucqC5jey6u5/FGaYGOY3IkPc1UOMdCe5s3ygsEJJkjmSmiN5gF8Hl3CVy+r7l4dB2T8HXOuYgENPK0qLd8Gep3yg05AV/96lcZHh7+kamzer3O+fPnue+++wD48Ic/fOMW+vjcgSSjQUJaT95OVSRS0RAr+RoAoiTR7JjcMzuCbtpslhuEAgoTuRSlRpuTi5vcvWMEgNFwlnP1DbzLP5Zdx0QAApJKSNIYDWVu+VoCqoIiiUiiyGqhRiyk0Z+KYtkuhmnRcSw6hkVfIsJ2pUmh1qbZ0ak02qwVa4y8i0PPfHzuFBJKiICscFdqAlVQ+B9Lz6I7FiFZxfE8GlYHw7H4f899i386/SE8z0ORf3yQ4FaRjoUJaQqleptSo0M8FOB/v3aBnzqyA0US0U2bcEAlGtKQRQHb9egaFlvlOg/vm2A2e3UGIx4JYKsWp6urGI6FLIhUrDZjkSy267LWKXMkPcViK08qEKFuddEk5Yb7AXzeXWRBQhVkTM+mZenX7QSEg73gV63dvRXmva+4oS6YJ554gqeffvpHPv/UU0/xG7/xGzdslI/PnU4mFmbfxAAzQxmmB7P0JaLcMzvMrtEcmXiYHaNZqq0ufYkId88Ok4yGkCSRWEij2TGIhXoOdn8wzu74EJudChcbmyy1Ciy2Csw3thkIxknfhkhgOhZmvD+JblrsHOkjpKmcWNjk0maJxa0K59fynF3eZtdY7zlJFLh7xyjrpTovn11G/wmYeeDj85OOLEq4eAxoKRyhF1GvmC2WWgVKRoOkGialRmjaOvlujZQaJqu+OzKZ8XCAwzNDNDs6AVVmKV/BdlxS0TDFepuOYTLen+Tg1BCzwznu2zXKg/smmOhPIYoi7e+TQFZkiY1uDQeXmtmhaDQ5W1/jQn2DjU4F27UJSAoP9e0iICo0re4N1ZP7/OTwVha7ZV9/ND98uYy22TVuqk3vR64pE7C2tsbXvva1K8ee5/Gtb32L5eXlH3it53k888wzKMq7E6Hw8flJoNrqsFqocXZ5m/VSHdN2EQSPIztGOTQ9yGaxzsxQhj9/+iiFWptYOEAsqJGJh7l7dpjl7QpH59aY6E8RU0LsT46x2CrQsDrElRATkT5atsFCK8++5OgtXYsoChyeHuGls4t86OA0X33+FF3DQjct4uEg0aDK4dlhXjy9yJFdY0RDGrppU6y3CWkqhVqL0Vzyltro4/NeQEGk41lcqG9QM9tktRiGY1G1Wiy2CgwGk0yEs9TMDqZjo9wGZSDP82h0DDzPIxrSkC4r6OwazfHQvgleObdCrdnlQwensR2Xrmny2KEZXjizRLG2AoAgCPQlIjyyf5JkOMCJ03N86nuvgUep1cLQbLb1Kk1LRxMVVFGm65hUTJP5xjYfGzxISW9g46KIt18VyefmEZZU6laHutW57nODWm9/2ez4TsA75ZqcgKGhIb7xjW+wsLAA9L7Q3/rWt/jWt771I8/51V/91ZtjoY/PHYZlO7xydoVys0M4qDGWSyFJAs22wWa5QUBRKDfbnLy0SSwcRFFkXLc3DkcQBc6u5BlKx1gt1ii0m6wHt0FyGQ6mkMIZHNelbDTxgLP1NaaiOULXmU69XpLRIBO5JN86Nk8yEuSnH9hD17BQJBFZFlkv1klEQrTaBoVaC1WWiQRVBAF06/oHwvj4vB+RRZmqXmMwlORQapKS0SQoKcSUEBfq6yy2C+yJj5ANxJAl6crQpVvFZrnB2eVtNssNPM+jLxFhz3g/o30JJFFEUyQS4SAP7h2nPx3jlXMr3D07zDfeuIhtu4QDKobl4Loura7Bm/PrHJ4eYt/E1eVAtabOqJhh2ynRtHSEy6KoZbMnjCAiEFY0nto+xd7kMDWzy1DQbwi9kwnJvWx33bxxJ6DV9bNB75RrcgJEUeS//Jf/wtraGp7n8U/+yT/h13/916/U/H//azOZDFNT784AEx+fd5t8rcVGuQFAq2Ng2g6SJBIOqhyb30BTFQ5O9rO0XQU8RAEGUjHaukmjY1CoNhnPJZEEEQOLlXKZ3QP9BGUVz/NQZRkPaNpdGlaXptW95U4AwGa5iQAs5yu8Ob+OIgk4LiiyyNRAmo5hUmq22TvWz1q5TrnRJhkNEdL8rKCPz7XQtnS6jsmrpXlOVVdIqVE0SaFitLgvM0tWi7OtV5mJDrDQ3GY2NkDsFk0OXytUOTa/Qde0iAQ1PM9lo1xns9Lg0QNTTA1mGEwnWNgoU250aF7OFgSVntSx5TjIkkguEUGSJFpdA02W2Sg3KG6VrrqWIAjEhBAhScP2XHTHRHcs0kqE2fggWS3KcCjN+do623qdxwcOkAn4E4PvZKKXnYCa2X6bV/4gV5wA3c8EvFOuuTF4eHiY4eFhAL7whS/w+OOPMzs7e8sM8/G5U+no5hXpOg8o1FpkExGqzQ6jfUmqzTarxTpz6wXi4SCZeJhLmyWyiQiqIrFVNnA8D9dzwRMYCqUoGS1eLs3RuqwZPhsdYGdsiKLRQOTWN8dZls1SvgIIJMJBhrLxniqQqmA6DqZlEwlqzA5nOb6wSccw2TWauzzd0Zfx8/F5O9q2gSfA01unaFs6O2JDnKuv03Z6G521Tol/PPkomqiw3a3RsQ1W2yX2qje/HHCtUOVLzxxn4Xs26/3JKHfvGKFUb3N0fp2hdJxkJMDeiQG+fWKBelvn8PQQC1tl9k8MkD4QIaDKl0sDm6SiISzHYWmrgmhd3SfUNkxy4Tjp+A7O1NdYaG4xEe5jZ2yQitXGu6wUFJYD7E2MYjl+dvFO5635DtUbcAJCfjnQTeOG1IG+8IUv3Gw7fHzeM3xvnW5AlVFkiXKjjW5aSKJILhVlIBllvD9Fq2Owkq+iyhKZBCQjQUrBNiPZBJVml8FwlIJT42Jpg45j4NKT3SzqDTa7VX566C6S2q1tDu7oBq9fXGO72sSyHeodHUEQcFSX86v5KynZwXSM6cEMuWSEl84ssVlq8MCeMc6s5AlpKqlY+Jba6eNzJ3O2ukrd6mK6NrIkcbq2SljWkAQR23PwgJO1ZT7Wf5BLzV5dfOUGNlBvR6XZ4X+/foGl7fJVj29Xm7x4eokH906wXW1SanbA8xAEAcO0GM8l2Cw3iYcDvHhmiUZnlXKjTSigcnh6iHKzQ0e3eHjfBNW1q8s4XNclG49QECx2x4a4JzVJfyjBUqtIu1tmu1ujLxAjG4hxtLzIB7KztCz9hgeF+bz7xC5nAm7k/3DocmNwo+NLhL5TrskJ+KVf+iV+67d+iwceeODK8dshCAJ//ud//s6s8/G5A8kmIkSDWm+keUgjpKkYtkWh1iKXjLJ/fABJFhEEgVBAxbAdBHqKG57rkY6FkEUBx3GwFQvDMWmaXWzPQRAEJFHEFVxW20U8vFteF3x2pcCx+Q0S4RD/8OpZfunDh3n13CrHL21iOw6eB6lokAd2j/PC6SVCAYUPHZrh2Pw6r5xbIRJQ8VyPA1ODDPoThH18fgDdtnijcomhUJqoHORSK4/u9prvZUFEFiRs12KjU+FMfY1cII7juUi3QCJzrVijrZv8sCkftXaXtm4iiyKu43JqcZPm5TJG3XSIhTRePb+KYfWkjwE8z+Dls8s8enCGSr1Dq2sy+H1zAsJBjXpbRw8aBGWVkXCav984xonqMkFZQ0Rgq1sjLKncl51lrVNhq1tlRhm46ev3uT1ElSAAFfPHD8T8YUTekght+RKh75RrcgKOHj1KuVy+6vjt8PV7fd4twuEwf/M3f3PV8e0kElS5b9coz55aREBgMBOj1uziur2m4QtrBcrNNhO5FIvbZT58aAbLcXqpc8MiGFD5+hsX+PiRXdTcJqvVCgOBFE27S9PuggcpLUJai3KmvsaRzMwti4g1OzoX1goYls3SdpmH9k+ytFnhwPQg2USYjm4RCWl4rsub8+ssbpWZHcpQa3WvZA4WtyvsnRjg1fOrfPK+XajyDSUgfXzes3Qcg5LeZCzcBwJokkxSCdN1TDw8LNdBlWT6AwmOV5b4xNAhUmqMnJa46bYUqi1UWSIRDuA47uXSRgHP89BNi0KtyXguRb7WZLPcpGOajPYl6UtF+NYbF5ElAct2USSRaEgjoMgIgsCppU3u3z3GmeVt/tHdV/cMOo5L17RQwwqXGtvkAgkWWnk0SaFl9aK9oiBgujYXG5scTI3RtHS8y5mIG0FRFH7+53/+qmOf28dbvSw1s43tOtcVzIqGej1wlcb1NxX7XM013Y0vXLjwY499fH6SUBSFT3/60++qDVODGYKayotnFlkr1JBFgcnBFFuVJi+dWUaVRI7sGCWXjHJmaQtVlehPxnoR9Lk1QqpMOKjRpknD6qJjIopCb7PvQV3v0rYNslqMpt29ZU5A17TpGham7VBudBlKxwmFVc4sbXNiYYOgphAOqNiOi2nbuK6HaTu0ugbRYICtSh3LdgmpCiv5KoVam+GMnw3w8fleVFEmogTo2F36tDhnamvYrkNIUlFEGVWUsD2XgWCS1XYJSZQISirD4ZurkGM7LqZls1lpYFoOm5U6tu1iuy4BVaE/GSUSDDA1lOHs0haxsMZoLs7R+Q06XYv1Up2+eATTsjkwNYBhOjQ6Oo7nkYoEOTAxyEaxzvxGiXu/57q5eJigptD0uuxJjHCuvo7jOnRtE/Bw8XA88ByPxVaBB7M7UQSRutUhod5YkEeSJHbu3HlT/m4+109Y0pAFEdtzKRstcsFrvy/Ew70sQks36RrWlUZhn+vnhoaFvcXc3BzW9zT4vPLKK5w5c+YdG+Xj815gMB1j/8QA9+8eQxRFvvH6BbbKDcIBhft3j/P0sXm+/J1jFOotZElifqPIF7/5JqqqUGx0+LtXzjAQSBDRVJpOl6LRIN+pk+/WqRkdOpZJXA2h27duGJcsiSiyhCgIhAMKpu2wnK8gCgKu59HsGrieh+t6REMBFLkXzZHEXuRwOJMgHQsxt1FkIB3D9OVCfXx+gIgS4FBqAsOx2ZsYoS8Q6/X/CAJNu0vFaHM4NYHjudyVniSrxchqEQKXBy7dDGzH5fjCBpbr0u4aXNoqUW12qTR7JRe6abGarzI7nCETDWE7HslIkLVCjfVinXhIY9dwH+GAyvhAikK1zfxGidVCjY1inbMr2xxf2OCB3eOo8tVR30w8gud5VMw2uWAC13OxvbcKkgQkRFRBxsVDd0yCskrL1nF98qefpAABAABJREFUzYE7FgGBuNJz4EpG87rODaoymtKLYeer13euz9XckBNgmia/8zu/w6c+9amrBoZ99atf5Wd/9mf5vd/7PVz3h1UU+vi8v/A8j/VinY1SnWpbZ36jRCoaJBkLEQ0FmB7MoikyluXQ1i3mNoo8+fIZxnMpNkpNFuaq7E2Nfs8N8bsMh9IEBAXbc26Z/clIkLG+JOGASiigsrBZIhMPk4mHURWJmaEMmiKjqTKqLHN4eohMLEw8EkQQQBYFZgYz5KtNKo024YAfsfHx+WHsjg3TtHTW22X+0fjDfHLoLsbDGe5OTfLhwX1cbGzyfOE8Y+EsnudRt3Va1s2rid6qNDi+sIEmiwxnE7geqIpMSFMwLYdIQOOxQ9M02npvunk4wIW1njBAIhLg7PI2qXgIw7KxLIdKs4PtOKRjIcZySe7fPY5uWnz7+DzxyNWZS1mWWN0uE5E1FhqbaJLCUDCJKsqMhNOMRbIMhpJMRXMMBVMklTCCAN4P+V30uXNIXi4JKur16zpPEAQy8Z4DsVG6vnN9ruaGnID//t//O1//+tf5mZ/5GdLp9JXHf/M3f5Of+7mf46tf/Sp/8Rd/cdOM9PG5E6m1uhhWr3E2Hg6SCAdJRIJ8+NAsJxbWObu8zbnVPNuVZi+afvmGlq+2CKgy8XCAU3MF9ofHeahvJwk1hABE5AB3p6fYmxghroVYa5d/vCHvAEEQ2D81wFAmRiIcpNLoYFg2ogCfvG8PhVqLarNLvtpkbr3AudU8+yYHmexP0zZ6tcIvnlsmm4hSaxtXojc+Pj5XE1ECePQaJbu2SUwOMhxMs9mp8mLhAgk1zOODB3hq6yQnasusd0psdWo37for+Squ52FYDqZt89G7dzDRnyKTCDM9lOGxwzP0p2JslBu4jsviVplUNMyppS1kUaRYb+O64Hgu1VYXURSYHswQCqi0dINMPMxmucnsSJZG92pVl7n1IrlUHFEQUSWFkVAaz/PYGR+iYjRZahVYa5fZ6lSZjvUjCLDWrlxRS/O5M4krPSegcJ2ZAIDsZSdgtVC7mSa977ihO/LXvvY1nnjiCf74j//4qsenp6f5wz/8Q5rNJl/5ylf4/Oc/f1OM9PG5Htrt9lUKVl/60pdue3MwQKtrIAhgWBYDqSiL4QAP7Z1gcbtCodZGFHsNba7n9mRCFZlsPExAlcGDvkRPZ/v44jqDfWlyfXG6ronh2ri2y1AoRcvqkrzBmthrJRML87G7dzKSTeC4Hh3D4OG9k5xZ3uLDh2c5sbBBq2uQioXZNdrH8YV17tkxyi88cpATCxvsH+9nKBOj3tI5u5Inl4gwkIoTDt68UgYfnzsdURDQHZO2bbDWLXOhsUFMCTEeyTLkpljrlPnmxgk0SWG5VaRjmcxEB9/+ja+RVvctzXWB1UINQRDoT8UYzsQxbIfFzTKjuSQATd3EMG0My75SMvjcqUUSkQCfe3g/cxslkuEQ4GI5HvGwRr2l0+rqfO3ls/y/PnroqmtXWx1cXNqmzqHUOMutEo/07+FvV18HBOJKLwDSH0wSkQOcqK6QUsMowo0HFUzT5K//+q+vHH/mM59BVf3fpNvJW/0c15sJABhIRTlxCRa3b10Q7P3ADX2DNjc3+cf/+B//yOfvvfdevvOd79yoTT4+7wjLsvja17521fG7gSyLhLXesJxYOMC+iX6W8hVaXYPhbJx8rYUoQDQYwHFd6u0u4/1JDMum3tE5u7KNKAh8YnyWl1fnSWlh+uNxgmqQUEiibDbx8BgOpd/emHdIPBLk8MwIra5Jvd0lX2uyXmxwaavMUCZGMhqi1TX4xhsXabR1REHg4X2TZJMRXjq7zNffuAAePLB3nAd2jbNWqHNgeoBU1J8d4OMDvdKWhBqm4xg4noMoiDxbOAuAeDlpL11uhp2K5qhbLZybWAqYjIRYzlcxbYfBVJy1Uo31Yu3K88OX5X0T4SCqLCIIHluVBgenBnnhzDKW46CbNq+fX+VzDx/g2ycWOLeSp22YWLaDJIrsm+gnHg5waaty1bWjwQDzayWm9sTxPAdNVMDzeCS357I6kk1CDVMw6rxWnierxfiZkSOE30FPhOu6XLx48apjn9vLWwGs/A04AW/JTS9slN7mlT4/jhsqB4rFYqysrPzI5zc3NwkGgzdslI/Pe4GgIiPLMjvH+rAch/G+JJ4HxVqbg1NDDGdiDKRidAyTgKpg2Q6O4zGUTXBueZuuYdExLC5cLPHw6Awz/X1EQxp98TDBoIKHx0AwyVDo5iqE/CgCqsxEf4qOaaGbDi3dpNbqcm6lwImFDQq1nt5zLBxAVSSK9RZBVSEUUBjrT/Lg/kk0RebvXz/PsYV1Xji95Eu8+fhcRndt0loE23PJajHSaoSPDRzk44OHOZKeIqNFAbBxSaoRZEG+Mpn8ZjCaSyCJApVmm73j/cjSd7cHoiAQCig4tsue8RxblSaaopCMhGi0DeqtDqblgCAwO9LH8YVNvnNyga1Kg3a3N1fAA04vbbNnvJ+2fvWk13Q8xIW1AkFJ4esbJ0hrEVq2wXxzi7V2iY5tMtfYYLlVZCrSz3a3hu06CMI70jbxeZdJXXYCykYT270+h3akLwHAxfUiju/A3TA39A164IEH+PKXv8z8/PwPPHfp0iW+9KUvcf/9979j43x87mTWyw3WCjU0WWa9WOONuVVkqdfQdHGtwE8d2UV/MkouGUVTZOLhILvHcoRUheV8FVEUCQdUpsaTNJwuC8Ymr9Qv8FplDtfzuCs5wSN9uwjJ2m1b09Rghvt2jpFL9tQ8oKcglElEkEQRSRQwLJtYKIBlO4z2JQgoMpP9GVLRIJvlBhfWCsytF/nmmxf525fPUKxf/7AYH5/3GjIijueyIzrAcDhNy9Z5rnCOf9g8xmqnxOHUBLPRfiKyRlBS6A8m8PBo28bbv/nbYFg27a7BUDrOpY0yp5e2eGjvJEPpGK7jEg8HMG2XoWycfLVFud5h38QAiixSqDVJRIKoikQyGmQkk+DieoH+ZJThbIKJgRSyJNLs6LS6BicubWI5V2/aWl0D2+mtRfcsBMBxHSYifXjAXGuLitlhOtpPSFIZDWexPZfNbvUdr93n3SMsB1AFGQfvuhWC+pNRNEVCN22Wvi+z5HPt3FA50G/91m/x1FNP8dnPfpYHH3yQiYkJBEFgaWmJF198EUVR+MIXvnCzbfXxuWOoNjssbZYJBVQCqkAqGqKjW4QDGudXixycGuT4wga5VJSdozn6UxEiQY2uYfLcqUU0Rca0HT720Ay1eIWMFuW+8AySJKBKMuVuk5LZ4sBtdAAARFFgx0gfqWiI+Y0StVYXy3EQBWiZFu2ugapIxEIatY7OsZfO8IG9kzx/epHNcp3HDs1wcGqQtUKNRCRIsd7i+MImHz40c6VHwsfn/UhMDeFe1sT/+/VjVMwWhxITBBUVSRBxcLkvO8O93gxnaqt8ZOAAXcditV1iV3zohq9rWjavX1jl7EqegCrzgb3jtLomhmXzwQPTuK5Lx7TRDYtircVzpy4R0hQ+ctcs7a5JPBwgHNSotXQ+dvcsHdOk2dHJV1s4bm9+SDQYYDyXYrNcp9zocGQ2d5UNqWgIVQ3RdU1UQaJlGfQHk/zXS89gug7O5QbgxVaeXfFhDibHCcsal5rbDIdSiH5G4I5EQCClhtk26mx1q/QHE9d8rigKjPenuLhW5OTiJtNDmVtn6HuYG3ICRkZG+PKXv8wf/dEf8eyzz/Ltb3/7ynMHDx7k93//95mYmLhpRvr43GlUWl0urhe5a3YYTZXYOz5ApdkBz+OumSFePLPEaC5Jo62zuFWm3ta5a3aYmYE0HzwwhW5ahDSFSFakL5Hj2eI5Lm5tYOOSUEI8kttDxomw2akwGsne9vVlExF+5oG9lOptzq/mMSwH3bCIR4J86OA0F1YLTA2m6Zo2l7bKzAxmWN6u8I03LvLE/XuIBjUkUUASRdYKVSrNzhXJNx+f9yOCIJBWIxyrLlM2WuxLjBJVgjTsLqZjIQkiVaPNjvggfYF9XKxvMB0bwHAtZmMDSDe4Ed4sNzi7kgdAN23WOnV002YkG+dvXjrNUDpOPNIr73VdD9txyddaVJsdDNtm11iOXCLKXTPDZONhNisNVos1gqpCWzdxXKi1ddq6ycRAr3QxGQ1dZUMqGmJ0IkvZqTIQTFG3OxytXGIwlCav12jaPTUhB4/5xhYfzO1mIJDgfGMT07Fv6rwEn9tLSotcdgJqHHr7l1/F1ECai2tFTlza5LMP7b8l9r3XueHW+tnZWb74xS9Sq9XY2NjAtm2Gh4evkgz18Xm/Ylk2jusiCAJBRSETFVAkCUEQSEYC3L97nHMrebaMBgOpGB/YM0G53maz2uKbb1zEcV32TufYfe8k/9fSM5TMBrbn4uFRMBr81eqr/NTgQYbDaUa5/U4AwNRQht/66Qc4trDBiYUNPMDzeqPc75od5tXzK9Q6OmeWt/jp+/bwift288aFVQq1FpbjEI8ECGkqluNiO35Np49PQg2z1i5xODWOBzy9fRrD7QkbBESFmdgAVaPNrvgwF+obGI5FUFJwXBdJujEnYHHru+oqjbbOWrFG17QIqDILm2UUSWIoGycS0EAA07YpN9pIoogsSViOy3OnL3FxtcBwNoEiidwzO8LFtQLxSBCn0cGyHWzXxbJdPv3AHo4fv8AvfI8NhVqTgmEjCZAJRAjJAVY7Pbv6AwnGZZWa0cb2HKJygDPVNe5JThGQFWRRwufOJa1FANjoXn9Jz+xwlv/9+gWOzq3jeR6C4GeTr5d3LNqdSCRIJBI3wRQfn/cOoYBCOKghClDrdIkGgvQlIgxn4vzXb7zOVqVJQJURRZHtSoO/eanC5x7ez2q+ynA2xsX1EjuH+5hvb1E2m1jfowLi4eECz2yf4YO5Pe/K+lpdkwtrBd64uEo8pJGIBlBlGUWSaLR1vvH6BYqNNqbloCoS+VqLp47N8/jhWXTTomtAUFMRRYGgqhBU/fkBPj6qqJCQQwyGU/yPS9+hYeno7nfVzcpmi6gSZMI2CIgqw+E0rueivIONcNfsvX/XMFnarmA5vd8a13UZySYYziZ4/tQilu2gyBLTg2mmBzM8+fJZ7t4xwrMnL3F8foOgppCKhVnYLHPfzlEG03HytSaaIhMO9CL1o30JNFWm1r56yJml2Ly6sMAHdk0QklXWO2UqZgvX89BEmbQaYTCYxHAt2rZBQFJo2To7YoO+E3CHk9FiAGx2rr+/Y2owjSQKbFebrBXrjF5uFva5dq7pzvsv/sW/4Bd/8Rc5ePDgleO3QxAE/s//8/98R8b5+NypmJZLJhZiq9Jk/3g/a6UqmtKLrK0Ve3JojbaO7XoI9NLhr5xd5pH9U8TDQTbKDSIhldPdEpbnEJYD3J+ZIaVG6DomXcdivrlF0WjQsnQiSuDHG3QT6Rgmz526xEtnl8hXek2BhVqL5XyV0WyCZDQIgoDreUiigKbICIKAbTu8ObfKzz9ykOfPLCGLvcjl7HDmSrmBj8/7Gc9zOZKd4ZXSHFWzc8X5fyu+2bJ1XivNszs2xD2ZSZaaeR7t3/uOIqDZeIS1Yp16W7/iAABEgxoj2TjPnlzAvtwcLEki4YDGV58/xZEdw+TrLZodAw9QZQnbcTFMi5OXNvngwWk+GJ/m1NImoiCQjoaxXZfnTiwgfV//jyB5XFjP87N3HeZrG28yHs4QklRatkFfIE5er7PaKRNTQniex77EKIooMx5+d7KgPjeP7GXVq7xex3BsNOnaA0KaIjM1mGZuvcRr51d8J+AGuKa/9pNPPslDDz10xQl48skn3/Yc3wnweT9TbLSJBTUM2+HNuXXytRbZeARREMADBA/X6ynrCIBuWZQbHWS5lxn4yOFZhrMJFjyFe1NTHE5P8nzhPMcry4RljbCsMR7OEpEDNK3ubXUC1ot1zixvUbwsCbqSr3LX7DArhSqblTqqIpGKBslXmziux76JAVbyFeLhAG3dArHnSGiqzGR/in0TA7fNdh+fn2QkQSChBCnoje/L/l1+HoGS0UR3LJJKmKdaeR4T3lkt9FguyZnlbZpdg2QkyHA2jigIJCJBml2DVCxEvtrCtB2yAZVaq4vneUSDAc6vFhBFgZCmoCkylm2TiYeJhgJ88+hFHjs4TbtrYjkOHd3i0PQgTx+9SNI1r7IhGgiyZ3CAvF7nfH0dgKloP7pjMdfYxPU8EmoYTVLQRJmkGma+tcXe5Mg7WrvPu09EDhKWNNqOwXqnzFQ09/YnfQ+7RnPMrZd49fwKP/vIgVtk5XuXa3ICnnnmGVKp1FXHPj4+PxpVEnn14jqdrkE0pFFpdnj57DKZRJhP3r+bZ47PocoyhmXjeT0NflmSiAUDHL+0ie24yKLAgx/YRdGo898vPYvp2ciCRMvWUQQREZG1Tpm98dt7I1zcKtNo6z1fRhQQRYGVQpVHD07zxoVVdNNGkUVmhjPMDmXpT0Z55dwy0ZDKaF8SURD52N07eXjfJMPZOKrilwL5+AC4HjRtg4QSRETA5btzAGREXDwc1yWiBGnaOpbrXOUs/Dgsy75SohcKqGRiYURRIJeM8sj+SUzLptbWeenMMi3dZDgTx7Rsdo3mCGsqhVoLRZbQLZt4OIDreXQNi5CqAL3fMOhJIF9YLVDvGFRbXd6cWyMZCREJqgymY/z0A3sJdq6WBV5bbbB3dojlVhHdsVhsbvPxocOsdErIooQqyjSsDlkxyt2pSU5XV3HwOJScYDrWf9P+/j7vDrlAjMV2keV28bqdgL3j/Xzt5bO8dmH1Ssmaz7VzTXffoaGr5cf+5E/+hI997GN85CMfuSVG+fi8E0RRZGxs7Krj24nneawWamyUavQnoxiWjSSKuJ5HvtokEwuzb3yA1y+uXRn2Iwow0Z/CxePxu2ZZLdRYzFd4VBvjW1snEAQB0RMxXRsARxBpOwYb7TJNu/vjzLnpmJZzVSNvUFPYKNZp6yYf2DvBQCpGQJGxHIdj8+u8ObfGcCbBwxMDvHJ2CWfaxXZdVvJVBtOx22q7j89POi1LZyiUYTCYpKA3EATA6/UCeR7sT40heOB4vVJC5RpUgTZKdV6/sEax3quzlyWR8VyCu2dHSUSCTA1mWMlX+duXz5CNRxhIiyiSxPnVPNVzy3zkrh0MpGNoikw6FmKr0qDS7DCaS7BWqDGQihJQFdZLdTKxEJoqk1MVTMshoCooskR/KsYLZxZ5/O4dzK0Xr7LPcTxG4xmaNJFFCReYb2yiSRo/O3ofbdtAESUMx+J8YxNFlLBdhwuNDcYiGRTx+gMJgiAQj8evOvZ5dxgIplhsF1ls5XmMvdd17khfgmhIo9npzaC4Z4efHboebigE99RTT10pDfLx+UkjFouxvLz8rl2/2uywXW2SiYaQJZHtShPwejMDFJlTlza5e8cIY7kEPaVkcD2PVDTE8fkNRvuSJCMhsokwm90qputcuQEKQEBSCcsaTatD0zaomu3bur7BTIxQQKXc7E37VWSJZDREq2vwyrkVnrhvN5Vmh1qzw1AmTi4RpW2anLy0wWcfPsjiZom2aeG4HsN9CWZ8fWcfHwDqVqdX6hfJsNBMoUkK290ahmuhSQrT4Qwf7d9PxzVQHIFd8SHiSujHvmex3uaZ4/N0DAtBgFwyQjSooZs2r5xbZjyXIh4JcmmzhKbIVPUutiMQiMiENIW2YXF+Nc8H909RbnZIRoKEAyrtrsmBqUGaHZ3BQIxm16RrWlRbOs2Owcfu2cFmudczVG91WdoqY1g2+UqTdPRqOWDTstncbhIa0sioEdqOya74CEutAscqS6x3KlTNNkFJpecOQVaLIQki+W6d4fD1qxJqmsZv//ZvX/d5PjefwWASgIVm/rpVfkRBYO9YP6+cX+HFM0u+E3Cd3JATkMlkqNVqN9kUH5/3Bqbt0ujohIIqXcO6XPLjMZCKslVpkoyFUGSJfLVFKhoiHFA4MDnI5GCa18+vUm50aBsGC9tF7hnJ0LC6OK5LfzCB63nYl9P/Hr1GQek2R7DGckn6EhG2K80rjYSqIpGSQ2RiYcZzCYIBjWeOzXFuOU/HtBAFODQ9TLHeomVYBBWJbCzMy2eXObeyTSwcYHIgzWA6hiL56Vyf9ycJJXS5QdLirtQkS+0CGTWCIIj0B+LElRAVs8WBxBgbnSq7YkNokvJD38t1PRodndV85XK9vsNAOsr5lQIvn1uma9poisSRHaPcMzvChbUijU5Pz79jmJQbHfpTUSrNDrphXSmzqLS6PLp/ipVCFUHw+Og9O/nWmxcpNzrohk0uGeZDB6do6xbNrkFIU3p9T6aFIsuoskRAu9rmycE0yyWdRE7hg7m96K7JYitPfzDJYjtP2WwiCSIdx0ASBEKShuO5dGwT3TF/yOp97iQGggkkROpWh7xev66hYQD7Jr7rBPzOZx++NUa+R7khJ+AP/uAP+Of//J8jCAL33XcfmUwG6YfcuEdGfI/M5/2Hpkq4jodl9TbI0ZDG4lYFBIFUNMh2pclYX5L/x+N3k680cTyP1y+u8czxee7ZMcrdO4Z47dwqeGC7DmPhDDWrTV6v414uAXDxkAWJTCBCVLq9yjrZeIRP3LsLRZI4cWkD3bIRBYG7ZgbZOzHIdqXJ//cfXsOjN9o9HNRodHq1wR86NMPDeye4uFHkH147Ryigsmssh1RpMrde5PD0MAenB31HwOd9iSzJzDe32RsfRhQE+oNxCkaDtVaZoKyS0EK0TJ1XSnMcTI5RMBo/VCJzs9zgzPI2q/kKp5e2UGWZh/ZN8PLZFY5fnukBYFgOJxc3ycTDVJod4uEgHhDSFFzPw/U8xnIpOnpvoy0KAslwiMMzQ3xg3wRff/0C3zlxiZZu8ol7d7K8VWXvRD9f/NabVFsdHLf3HkFVYXYog+24TA9l+Msnn+e3v8feE5c2aKkhDis72FJKpKUwp6orPJLbzdHKJUQEbM9FAKzLdt2TnuJ4dYk9ieFb/Kn43GpkQWIomGS1W+Z8feO6nYDdYzlEQWBpu8JGqc5QJv72J/kAN+gEfOELX8C2bf7sz/6MP/uzP/uhrxEEgXPnzr0j43x87kSSkRCzI1lOXdpEEgQKtRalepugKlNpdHho7wQe8Dcvnsa0ezc2SRIRRZGTi5vkkhFMx6FUb/PB0DBNu8ulVh7XcxEFEQ9wPRdNVJiK5K5qHrxdjPYl+cXHDvHI/kkand40z5V8lRdOXyKoqcwMZzm+sM7xSw36EhGCmkK9rfPky2f4jSc+QKneZjSXZCSbIBEOIooCLd3k2MI6uWSE0b7kbV+Tj8+7TcvqktYirOtV/mr1VUzXYX9ihLtSUxT1Ol9be5OEGiKhRJiO5Fhrl2lZXSLKdwMBm+UG33zzIq2uzla5SbHexrCcKyo/bd1ElSXky5F9z/U4tbjFRH+K7WoTURBwxZ4SkWk7tLsGR3aOsmM4y76JfoYzcTRVYbVQZaNUo9xos1lucHJxi1hQ4825NUSxJxH8Vj+U7biUmx0ePTjFynaNRw9OX7XuC6sFtj2Zjz0wTSQTYL65heHazDW2OJgcJ6VFmG9uY7o2/YEEe+MjLLcKeIAm/vBMiM+dxVgky2q3zNn6Go/2X9/8m1BAZWowzfxGiRfOLPELHzx4a4x8D3JDTsDHP/5xv4nG5ycW13VZXV29cjw6Onrbm4MPTA5QrrW4tFWm0ugQC2nEwwFmhrMcnhniz558mc1yA0EQUGQJWRRJRILEQgHmN0pk42GqrS6DgSRbnSoPZnew2ilzvr6O6TrMRPv5xOAhzlTXKEWat3VtbxHSVCYH05xe2uZvXzzFicUtZFFku9okrCk8vH+SZ09dotLs0C9H0RSZekdno1xnz1g/r5xbZmGjREBTCGoKu0dz9CUiLG1XfCfA531H2+rScUyeL5wnpUWoWb2em2PVZbb1Oo/07WJXfBhJFBkMJJFFGUmUKBnNK06A63qcXtrCsGyqzS6lRptkNIRlO2xXm5QbbTRFRjctJFFEFAUQeupe9+0ao1hv4XkiruPgeV5P3tNy6EtEeP7MIrIoMjOU5e4dwyznq1RbOqV6G9OyObe8zc89coD/+5lj3DM7wuRAmvn1Irpl05+KMdaXAASeO72A3Gjy//yetRumgxrUkEMic60iXcckJGtsdausdyqAx0ykH0WUqBptns2fRZMU7kpNElVvLBPqeR71ev3KcTwe9/c17yKTkT5eKF7gYmML3bEI/Igytx/FvokB5jdKvHx22XcCroMbcgL+7b/9tzfbDh+fm0aj0WBiYuLKcbVave1TrSvNLpODaUb6k8RCAQzH4cDkIF3d5NTS1pXXOa6HY9posnS5OTjIarHG/bvHObG4RcVqEZIDLLULROQAH+rfR0QOUDXb/KeLX+cjAwcoG63rHrJys9go1fn28Xm2qy22Kw36ElE8z6PY6PDsqUUOTg3x+oVVjMuyhAi9m+8zx+dRZJFaWydoOdi2y9H5dfZPDpD0B4f5vA8p6A0WmtsookzHNgiKCi4eo6EMK50Sf732OnelJnlu6xwfyO4gF4gTlGQs77tKXfV2l81yA9d1KTXaV5SAFEm8kjHsRenBcV3CwQCy1IvU52sNfuqeXcxvFFkp1OgaJrmBNLvH+2jrJp4HluNybjVPJKCyWqhSbXZ6zcStLkEETi1tMTuUvZL5fPTgNKIosFas8dypRfaM5YiHg1QqlavWHo8EOXJwkkBU4uzaGrPRQUzXZrlVYCraz2K7QMPq0rZ1bM9lNJwlKClMRXOk1cgN/b0Nw+BP//RPrxz/7u/+LoHA7Zu34nM1KTVCUglRtTqcqa1xd3ryus7fO9HPX794mjcu9mSqA/4U+mvihv5Kv/Irv8Jv/MZvcP/99//Q559++mn+/b//93zjG994R8b5+NyJ6IbFpa0ymWiIrm6CAJc2ioQ1heV8lWgwgCDA9GCGjmHiAdFgAEUW6RgWpmUT1GQeOjiGblm8Vp7j2cI5gpKKKiq0bB3bcxAROFZZZHd8CMdzuMGv8zvi0maZeltHt2ycy42IyWiIbrlBudEhHFBJRgPEQ0EGUlFM2yYdCxEPa6iyxEq+Rls3MW2HVDTI+dUCR2ZHb/s6fHzebZpWl6V2gbgSpGg0GA1nEYG2bTISSuN4Lv2BOGFJQxVkXixe4JG+3UTl725c36rjdxz3ioxvRzdJRIIMZ+LUmzqGZaPKIrFQgFgoAF5v2m9IUzFth0w8wkAqzma5zla1AYiUG50r19AUmdNLW4QCKo22TjigopsWqWiQiVyK//nt43h4JCMhGh2DtWIN23EJB1VUWSIcUMmNXq3tn0uFKQWrbHXipLUodbPNeDhD2zY4kBwnqgQ4V99AFRXiskJYVhkMJJmJ9OPiIeFH8O90BASmo/28UVnkWGXpup2AoXSMRCRIrdXl6Pw6H9gzfmsMfY9xTbuGbrdLtVq9cvz666/zkY985Cot9rdwXZcXX3yRzc3Nm2elj88dhGE7PUWg3jgthrIJzq8WqLZ0NstNFKnFSCbB6xfXCAVUBAGqzSrRkMZgOsZINsHxhQ3u2T+EJAl0HQuArmPSvayE8VZz8Fa3hiyISN67cxMsVJu0dAOB3kai1TXoT0UZycZJRIKkoiE+eGCG/lQU07QJqiqblToDqRjJSJCTi1t0DAvZFgmoMoosIUm3t3TLx+cnAVmUkAURRZSRhN5ckYgSZKNbpdntoggywZzKZ0fvZb1ToW0bOJ7LxkaT4ECAeDhALKiRioQwTAtNkTFtBw+otroMpGIMZxPEIwFWCzWCmtIrBwIe3DPOUCpOtaPT0U06uslyvsK9u0YZycYp1dsYpkOjoxMJqhxf2GAil2IgHWNpu8J4f4pcIoppOziuh6pIWI5DNKRxaGaIWCiA53kcmBxkYaOIU65etfbRiRgnhTI6Fnenpnh66xSHU5MMhZJsdqtoksKRzDTz9V6T82gow1gkS8syqBlt0oHou/CJ+dxsZqODvFFZ5Ext9bpLggRBYO94Py+eWeLls8u+E3CNXJMT0Gw2+cQnPoGu61ce++M//mP++I//+Eee488R8Hm/ElDlno62bpKMhnhzfp0jO0fZKNVIRoOcWtzi8Mww8UiAYq2FfLkpWEAgpKrsGe/jtQtrPHhoHAEbx3UYCaVZ7ZSvuo6IwEQ4i+U6VKw2A4p629cauaw3rsgSuWSUtWINPIiFNFbyVfaM5lgr1njpsn7zW9KD4YBGKhbilz90mP/+1Jvopk2ra7BzJEs0qN32dfj4vNv0BeIMBpM8X7hA5HJ0v2MbpLUItuugiDL5bp1LrQIP9e3kyfU32dZrOAWNzWKDxw7PENJU9k70U6y3yMTDNLsGgiDQlwjTtSweOzTDVrlGOhpGt2xUReLw1BAHpgYIB1RW8jXytSaRgMaRnSOs5Ks8fXQeRZLIxMP0p6LIsojjuqwVa4SDKrvHcqxsV9gx0hMD+Ng9Ozi9vIUiSUwMpPn7V8/R6OiM9SVZ3irjIXAkd/WmPZVVSSoBwrLK328c40BilMloH/PNbZ7Nn0V3LPqDCXbFh7hQ2+Dl9kXO1zf46eG7MD373fi4fG4BfYEYKTVMxWxzvLLM/dmZ6zp/z3iOF88s8cr5lVtk4XuPa3IC+vr6+Ff/6l/x2muvAfB3f/d3HDx4kOHhH5TmkiSJdDrNL//yL99cS3187hA0RWb3aB/nVvIENZmuYfHU0Yt85PAsA6k4G8U6b86t8YHdY0TDQUzTxvE8hjNx0tEgf/vyWVKREEFBQZZE0lqUtU6ZmWg/TUvHdG2ClweGBWWVlBrhVHGdgbHb30y7Y6SPbx+fp6ObZONhQppCq2uwUerQl4ygaQqnl7exHZcnXznHx4/sxLQcGp0GAnBk5xj/9GNH+M7JBWRJQlVk0vEfP/zIx+e9iCbKTERyvFZaYFd8mIrZomsbhGSNjw0eJKlEmG9s4nkOi808IVmjbelMxlXmlytslhpMD2WYHEhh2RMcnVtjKB0jEtRY2q5gOw6nl7aYHU7zy7vGiYWDBDWFSPC7wYNsIsp2tcmF1Txf/vbJK/1LsiQylO41996zc4ypgTQbpTpnLm2DAA/tmyQbD2M7Ho22zsP7JpFEkaePzxNUFbLxMJbjUqi3qbV0QvrVAw5DYYWu0ZsN0HVMNFHmhfx5LrXybLQreAKUjSZzjU0eze1lo1QhoYapmR3iit9D9F5BQGBnbIiXS3O8Wpq7bidg10gfoiCwvF1hq9JgIOVPpH87rrmI+HOf+xyf+9znADh69Ci/9mu/xmOPPXbLDPPxuZPJxHqRtqNzazywe5zzq3k2yg26hsXds8PUWl3ikSAnLm3SaOuEAirNjo6mykwMpJkdztLWTVKCwl3pSda7FeabW4QljZCsYbsONbPNZ0fuxbQtVkpl7GEX+TaX0oz1JfjwXbP8z++coNPWGUzF6BgWyWiQ+3eNc2xuDd20kCWJjmFxamkbWQRJlHj6+Bx7J/qJhwPkEhEabYOdw323ffiZj89PArIoUzVafHL4Lr6xeYKuY5LX6zStLmE5wEy0n4Fgknsy0xyvLDMUSKCICsi92v+1Yo3poQySKLJ7LEdAkXntwipfe/kMpu1iOw6paIi59QIzwyUeOzjDzMjV07oty2ZurcCbc+ss5yuIArge2I7DSqGGKIqIc2t89qH9fEdfAKEnSXp+JY/nudiuS9swWVgvEg0H8VyXwXSM+Y0i8XBv0rAsiZTqrauuGxI1UoEwc80t9sSHGQil6LoWM7EBZmODNKwOp2truJ7LscoSu+JDNG0dWZQIyX4z73uJXbEhXinNcbG5RUlvkrmOUq9QQGW8P8niVoXXzq/y6Q/svYWWvje4oU7Cb3/72wDMzc0xMTGBovTqtl555RUikQj79u27eRb6+NyBNLomIFBudMklo9w9O8Kr51d4dP8Uu8dzuC78r+dOYDoO2XiEeDjASr5Krd3l5x45yMxgmlKthenatEydTw3fzXKrwFxzm5bVZTzSx5H0NGk1wlK9hGrLNNo6qdjtjaIriswHD0yRiAR54fQihuWQjAWJh4O8eXGV7UrrigMAUG60mR7MsFVpEA5ozG+UGO9PcnBqiI1yg3qn23N+YuHbug4fn3eboKwSV0J8de1VkmqYgt6Tr4wqQepmh9crl3gst5dT1RUezO4kJKssNQvsDPca6T3vu/NCNssNzq5u8+LZJQRBpK3ruJ7HRrnBUDrO3HqR/lSMrmFyz87RK9KYlXaXrmGhyRL3zI6gqXJvBsClTRzXZatcZ3owTTSk8eiBKbYrLQzL5p4dw3QNm10jfVSaHXaO9nF6aZtSo0Oja7B7vB/bdlktVPE8j8z3lfwZHZdoOISj9kofv7b2JhWrBXg0zC7ZQIzHcnt5vniejmMwFsmy3ikzGem7PR+Oz20jroSulL++UrrIE8N3X9f5u0dzLG5VeOX8iu8EXAM3FDa0LIvf+Z3f4VOf+hTLy8tXHv/qV7/Kz/3cz/F7v/d7uK77o9/Ax+c9jm07SKKAKAo8dXSeeCTA//GJ+9kzMcDxhQ2ePj5Px7BQJIlircWlzTIjfUl2j/ZzdnmL+Y0SU6NpinqDttNFESTqZpfJSB+HU5Noosy3Nk/y1dVXSYfC1Ao251fzdAzztq81qKkc2THKp+7fy4N7JtANi2Pz69TbBqoiXbU5CaoKpmXT0c1eKUJAZXmrSjoW4rlTC3zt5bMsbJZu+xp8fN5tWqYOgsBqu4Th2mx1a5TNFlWzjSxKqILEUitPXyBONhhjtV1iMJTEaPfutW9NSfU8j4ureZodA8Psfdfc7/kO5mtNVFlicbPMWql+RfnH8zyWNsv8w+vn+fvXzvPNNy/yty+dIV9t8vjdswQ1Bdv16BoWhuXQNk1+/pH9/LPPPcLSdo3VYo35jRJrxRrPn1xEkUTS0RBjfUnK9Q7Fy9cNBVSqre5Va6/Vu4wqGT4yuJ+5xhaGa2I4FrbrggDrnTLPFc+xNz5CzepQMdoERIXhUPo2fTo+t5O98REAXi7OXfV/91rYNZYD4I2La7ju7R+keadxQ5mA//bf/htf//rX+cxnPkM6/d0v4W/+5m8SjUb5X//rf7Fr1y4+//nP3zRDfXzuJKIhDdOyGetL8Oq5FdKxEIZps5KvkomHWd6uXG6SbdOXiFBv6+SrTdLREF3DQlUkUGCutcXO6CBPbhxls1slKKl4eFTNNi1LZyKSZa1TJqKEeO1Cb0DaB/ZOvI11N5/FrTLPnVlElURM2yUa1FjaqjCUiVNtdREF8DyYHc5yanETQRCIBlQ8oNbuIksSE/1p1go1Xr+4xr27xghpt7/R2cfn3WKjW2a7W2MykqNl6QRllaat4+KhuxaqING0DYZDCkW9wY7YIIOhFPltk0wsxOBlJ6CtW2xVmximjeO6GPbVjbO24+K4HrrV22RXWh0y8TBrxTqvnV/tlSdqCrXLG/WVfBXXg91jOc4sb2O7Loos0uyYnMvnefHsMvVWl0QkiOt6eB5oqsRINoEoCLR1k3y1xWA6hnB5gnr0+zTcjY5HwSxTadRp2wYePTW0sKwRkjR0x6JoNAnKKkklREwNklGjdBzjtnw2PreX6Wg/wbxyZWbA/uS1y0ZP9KfQFJlaq8vF9QK7RnO30NI7nxvKBHzta1/jiSee4I//+I9JpVJXHp+enuYP//AP+amf+im+8pWv3DQjfXzuNHKJCKlYmIOTQ0wOpgkFNCzbZb1URzcsHNelY1jYrkeza6IpvXIeWRZZK9ZYzdewHJu0GmWjW6Wk1+naJnm9xlq7TMPqEJAUbNdlo1MmmVZ59uQC3z6xQLHWensDbyK6ZXNycetK1OWB3WNoikRAlekaJqloCNeDmeEseB7NrkF/MsrdO0Z58+IaE/0pTixs0OwYHNkxSq3VpdX1b+4+7y+ato7l2WiCjCYpCAgklBCqICEhYnsuuUAMTZTRHYupaD+KKDMyEOfRg9NXqWo5rkcs/ONr5XOJKKblcHmGGAsbRVRV7s0PCPeGiEmSiCJLbJXr9CWiJMIBxnNJJFHg7NI2uuWwUaqhWzaVVpdSvUU0pLF3YpCBVIz7d49xaHqIB/aMYzkuXcNi91iOzz60/ypbFo0tWl0Dw7Epmw00UcZxXUQEmlaXtBphOJhCEWR+YexBxsNZmlaXU9XVqzKNPu8NZEFid7wnPPNS8cL1nSuJ7BjOAvD6hbWbbtt7jRtyAjY3N7nnnnt+5PP33nsvq6urN2yUj8+djqLIPLh3gkhQ5cG9vRKZ/lSURltnpVBlcqCXQROAjmESUGVsx0EWRSb6U7i4KAiMBDNIgkDd6uLhEZYD9AcTDAVTSIKA5dl0XYvtWpNCrc2bF9dYzld+vHE3mXqrS7nZU/tIREK8cGaJoXScTz2wl75ElMPTQ/zmEw+wf6KfjVKNx+/awX27x3j+9CKaKjM9mOHYwgYbpTotw2QslySg+NMefd5fhCSVutkhrAaJyBq60yuJCckaMSVIXAmxIzrIy8U5JiN9nK2t0bUM+gfDpL+nhyYSVBnO9rICI5kEqnz1d0mRRIKqwlAmjmX3moXty8o9zY5BOKjSNSymhzIELs8acFwPx3H48OEdTA1mqLcNDMuh1TWwHQ/Ldml3DR7YM85gKsY/vHaeL337GKV6m/mNEsvbFQrVJvWOzlqhxt+8ePoqm+Zq2zQ7JhktStlss9WtMRXNIYsSAUkhE4gRkBSSWhhPcDleWWK7W0V3TCrG1UpDPu8N9iZ6JUGna2tUzev7jHeN9npF3sqO+/xobuhOG4vFWFn50Tqsm5ubBIO+bJfPu0MwGOQ//If/cNXxu0EqGmK9WGEoFefZk5dQFYlEJIgoiOwZ76fc6FBtdRAFAcf1EEWBSrPDgalBsrEwgigRDwTZrtQZCWdYa5eomx0EICRrxJUwpmuRUsJsbDVwXJd6W2ezVKc1al4l/XerERCQJIFaq0uh1mJpu8JoX4L7do3SMazL6xT5xP17qDTaPHX0IrlEmCfu38OZ5S3mN0vEwwHm1wt85PCDxML+74fP+4uhYAoXjx2xfjY7Vaai/ZxvbNB1LWRB4gOZWS40Nngkt5uwpPFKfZ6BYBLTdX7gvXaO9PGtN+e4e8cwtutwenkb53KmbmYoy/27x6i1uuwey5G+LCYgCrCcr6BIItODGSrNTi8g4fV+mw7NDFFutjFtB1EQCGkKnufhuh5dw+DA5ACFepvTi1vEQhozw1mCAYVEOEg8HGB2uI8XTi8yt14kaupX2RvUZFqWzkgog+e6tGydbb3GrtgQsihxsbGJh0fFaPHU9ikUQeKx/n3ku3XW2kWSWghRuL6YpizLfPSjH73q2Ocnh7QaZTiYYr1b4ZXiHB8fOnTN577lBBxfWMewbDQ/qPQjuaG/zAMPPMCXv/xlPv3pTzMzc7WO66VLl/jSl77EI488clMM9PG5XjRN47d/+7ffbTMAUCWZoOaxeyzHqcUtHr9rlqeOzfOV7xzngwemqTQ7LG9XkCWBR/ZPkY6FOLW4xVqxzoG9OY4WLzET7ccDztXXcS/n7k3LxvFccoE4h1IT/EPr0mWdfpV8vc1Kvsye8YHbssZEJEg6FqLVNak021SbXVq6QbnR4ejcOjtGsnzowAzhoEKzYxDUFH76gb2U6m02y3XOrhRIhAN0DIuZoSx9CV8ZyOf9Rbneptho80Bmlm9uniQkq/yTyQ+y1C5SMzsookTdaLMjNshIKMXFxhYFo46HR0T+weF6A6kYjx2a5uTiJnftGGXf5CBt3SQbC6NpMvWWzv7JQXaP911RBhpIxVBliVK9zYXVAo7nEb+8gQ8qClvlJmdX8uyfGOCe2WGCAZVmp8toX5KFzRJD2ThvXFhDFAUy8TAzQxm+/voFNssNdNNmZijLBw9McvLSFuW1javsDQc1wMN1HB4fPMDX1t4kICqooszJ2god2+TR/t28Wb4EgOU6fHPzJL88+RAFvUHZaJENXJ8mvCzL3HfffTf2gfncFvbGR1jvVnixeJGPDR5EvEb56IF0jEQ4QK2tc+LSJvfuvPaegvcbN+QE/NZv/RZPPfUUn/3sZ3nwwQeZmJhAEASWlpZ48cUXURSFL3zhCzfbVh+fOwrP81AVCct12Ts+wMlLmyiyxHguSbnR5utvXGCyP8WRnSPsGO4jEQ5wdGGDRkenU2lStzvYeGx1a9iuw+MD+3mjdIma1cHDIyAqfHzoMKPBDOXmGUIBjQ8fnqHZ7qXcpwezaOqtj4BoisyByUGeOnYRANO2eatMNxkNcnBqmK+/eQHPdUnFwgQUmdH+FHtGc5xe3iIcUIiHUyiSyGAqSjruOwE+7x82SjWeOb6A7XrcfTjLxwYPUrM6vFi4QEBSGAqlMF2HvkAUwRN4pThPxzX4UG4vChJ9gfgPfd/hbIL+VIxKo43jeYRUBcOysd1e4340dHXPgCpJhIMqa8U6Td3Esh1qrS6yJPL5Rw9zabOI7ThYtk1QVRjOxHn5bIV9E/00uzoBVSEZDfHY4RkiQY2TC5uoskQ0qKEpMmvFKluVOh88MM2pQvGqayfVEERClMwme2IjBMdV5ptbJNUw96SmGAglWW4V6QvECckqi60CMSVE2WiS1aIYrnXLPh+fd4+Z2ADPFs5RMVucr2+wJ/GDA2p/GIIgsGssxyvnVnjl3LLvBPwYbmiHMDIywpe//GX+6I/+iGefffbK3ACAgwcP8vu///tMTNx+hRIfn58kVvJVSrUOoaBCIqTxyP4pvvr8SURR5FMP7CUTD9PVe5KeF9cLDKXj7J/sp1BroSq9XbQoCLyQP09WizMZ7eMjg/sQkQjJKgFRoaTXaTpdxvqSSJLIVrnOvTtHKdbbGJZ1W5wAgMmBNAenhi4PBQpQqreJBjU+ce9unj42RySoUWp1qbS6SKLIyaUt9k30M5JNYpgWUkCk2urw4N5JEn4pkM/7BN2yefXc6pU5GoosYZsOf7X2GtudKnsSw2QDMSRRQrd7ZUG5QJxXSvOAwO74MD8uOCpLIn3Jaxu2tLhdJhLQ+PChGV49v4Jh2WQTEYazcd64sMrh2WHOreTRLRvL9dg1kmVho0i+2uKB3WPcu2OEWrNLqdHm+VOLOK6LbjlkYmEanS6qIqPKEuvFGgemB6+69sHkOOeVBkWzgSpKBCSZD/fvp2Mb/N3GUZ4tnCOuhEioISJygPszs6x3KnRsA1WU0UTlRj8Cn59gFEFiZ2yQE7UVXipevGYnAHpqVq+cW+HV835fwI/jhncIs7OzfPGLX6RWq7GxsYFt2wwPD18lGerj837Fsh1OLW2SiYbp6Bb1joFp20SCGtGghu04fPW5k+imRbNrEg2qaKrML3/oLqIhDcd1Cck9OdBtvUbLNrjUzpNSw8iCRNcxew1zWoyHsrtYK1Q5v1Zg38QghmVjWA6aevtujKIo0OoYxEJB/snH7uWZ43OENZWVfBXH9diuNFAkiZCmIgoCjbbOi2eWefwuldFcim8fn+dTH9hLOKjQ7pqEb2M/g4/Pu0Wx2qLU6DU9Oo4Dtshcc5u62ebh3G6qZosvL7+E4doMBpPclZpiNJTiodwu2rbOVrfCDqufuBZ5R3bolk29o7NZblCo9hR+VFNirVjl9YuraLLMPbtG0RQJWZIIBxR002J2KMtdM8MU6y0urBc5trDOY4dmsF2XkWyC8VwSw3LIxEIUai3enF9nrVBjeOjq7EXEDvNg3yAluUbN6VLRWyiCymqnSNFoMBJK07YNlloFXDzCkkZWizEWyZLT4qTf4fp9fnLZlxjhRG2Fk9UVmlaXqHJtQaLdozkEYG69SLHWIpvw/4/8MN5xmFDTNEKhEP39/WjaD9Ym+vjcbrrdLv/yX/7LK8f/5t/8m9veHFxv6xRqbWb601zYKBILBRAQySUijPYlefr4PKIgoCkKIU3FcV3w4NjCOsPZBJbtoCATlQOk1Cgtu0tajRKSNVzXxXRskmqEsKQSkjRqHYMjO8ewHIeNUoORvsRtXS+AIApsV5sEFJlPHNnFVqXBS2eWGUzFWNgs0TEs4uEAB6YGAIGtcoOQplJrdfn8o4ewXBfdtCnUWkwEU297PR+fOx3DtjEsm+rlCPq91iDLrQKHUhO0bZ1cIMFnR+9DAJbbJZ7On+be9DRROcCF5ib9gQQt23jHToAkQDQUIBUJ0jFMig2dlXylJyEK2I5DRzeQRJE9Y7neb1bYJRxQefLVc4z1JTk6t8Zds8OM51IMZ5McX1jntQur5KstXM9jIpfkw4dmOLGwwWDqaidgvVQnmpKYnMwy39piNJLlfGMdEYE+LUbZbFEwGkBPUa3rWFiegyrKyKJ03U3B0Bt6+swzz1w5fuyxx1AUP6Pwk0ZWi5PT4uSNOq+XL/FY/7VNAY6GNMZySZbzVV46t8ynH/CnB/8wbkgiFGBtbY1f//Vf55577uHjH/84J06c4PXXX+eJJ57g6NGjN9NGH5/rwjAM/vRP//TKP8O4/ZrzHhALaniCgO24hAMay/kKAVWhUGthmDbNjo4iiwRUmXQszFguiQdUGx0+ee9u2q5BXA3zudH7eKhvF4dTkySVMMPhNE8M38Xu+BD3ZWbx8BjPJZElkVKtzUhfgoCqULrN8wLGckkAJEng3GqB9VIdURTRTQvP8/jlD9/FvskBjs1v8tqFVWRZYt9EP5Zjc3Y5z8XVIoVaC8/zp437vD/oGhanl7Z56ewSxxc2aNsGfYEYg4Ek09F+XDzONTa40NxiKtrHr05+kEK3TtexGAwkea28gON473iuhiLLjPUlsVyXlUINWRQY60uSjYfRVJlIUEMQRaYG00wNXs72u3B0foNWx8AwrctzQAQ2Kw2ePjbHqcUtGh2DoUyckKpQqLf51ptzfPze3T+g/hUPBwhIKp4HCSVMSFIpGy0uNbb5UP9edMciICrIiMiCRFBSeKhvFyvNAqvd8g2t2XEcXnvttSv/HOcHVZZ8fjLYc3lmwCvFues6b+9EPwAvnl666Ta9V7ihTMDW1hY/93M/R7vd5vDhw7zxxhsAuK7L0tISv/Zrv8aXv/xldu7ceVON9fG5U0iENAYzcertLgOpOC+cWaRQa7JjuI+OaeJ6HodmhvEuy+8pkoQiiSBAXzJCvtYgMBghLCpkojnmmlu8WLyA47m4nsvL7hyfGTvCVDRHw+rQ7BoYps2RnaMEVYWnjl5krVDl8bt3MNqXvC1rHsrEGckm0E2L4wubOK7LcDbOpc0S/+gjd/P1Ny4wt1bEA2RRYCVf4+JagZ9/5CBvzq2hKBL1tn7b+hh8fN5NtitNTi1uEgtpeMD9u0exPJe98VGKRoO/XX+DS638FUWw5wrnOJKe5pMjh3mzvEhI1ljtFNlu1nnu/Aq7RvrYNZq7oVK6SrNDo6PT6hjUWl3WS3US4QB9yQjTgxn2TQwgigIbpRqi2IsdLubLLGwWaXR1hvsSHJ/fwLRtkpEghVoTw7IJB3rlfyN9cVbyNTq2g2FZSN8na6rIEtPJLK5gk9IibHUr6I7Fpl5ntV3m4b5dNKwuNbNNUg2TCcSo6i22jRpxLULHMggpfiXCe5UdsUGeK5xjvVthrV1mJHxtZef7Jwb4+1fP8+r5lV52XZZusaV3HjeUCfhP/+k/YRgGf/M3f8N//I//8crEvgceeIC//Mu/RFVV/vN//s831VAfnzsJRZEZSEVx6akEbVeaNNsGiixyaGqIzzy4l92jfQyke7J25UabartLJh5hPJek2tSJyBqeIPLV1dd4o7RATAmS1iL0BeIMhpL8w/oxztTXiCtBaq1uL+KOx9ffuMC+yUHSsTDPnVqk0uzcljWHNJWH900w1p9EEHp9EelYmL3j/WyW6syvF0HopfMBYmGNQq3Ft09eYqw/SX8yRlhTyMZ8dSCf9z7zmyXOLG8zkI5y364xKq0uigBhReOV8jzzrW08rp6G+3p5gfnGNjuigwiCQFqLUbKbKKrIm/PrvHx+GcOyr8sOz/N47fwyb1xYZcdIH4enhxnOxPGAVtdkOBunLxHhxKUNwsEAsiiiWzZblSZBVSEVCRFQZFRFwnE9js6vk6+2sG2XYr3Npc0SqiJzeHqI/VODbFdbjGSvDkzEwwGOFle50N7gi4vPsdQqsiM2iOFadByDv988xrn6GpZnc6m1zRvlS8iShIhI0+5SvFwq5PPeJCipTEVyALxWXrjm80ZzSWIhjY5hcXR+/VaZd0dzQ07ACy+8wOc//3mmpqauaAy/xc6dO/mFX/gFTpw4cTPs8/G5Y0mGg7iOS7HRIhLQmBpMs2e8n1fOrVBpdvmH187z0pklirU2rgeGaXNmeRtRFBnOxlFEGdtzeb08j+O5TET6uDc9w12pSQZDKRDgldIcHgI7R/p4+MAUL5xa5MTCBpulOicXN4kEVTZL9du25mgowIHxAe7dOcpAKsbR+XX2TAwwt1FClkREQSCgymQTEVzXIxzQWNouM55Lka82eXDfBOptbGj28Xk3MCybU4ubFGotXBfA4wN7xjElG90xWWhuIyF8nwvQ49XSPBktRlBU6Vg6hm0hxVwEARY3y+QrzeuyZWW7Qr7aptk1Wc5XyCbC7B7r59DUEHvHcnz7xALFRptUNIwqiyQjQTq6iQBIosjF9QL1jk4sFGBhs0Q0qPVmCwQUkpEg2USEjVId23FZ2ChRbrS5tHW1RKgtW3x79Sx1q8Nyu8jr5UuMh7PclZokICoERZWmpbPRqaI7Nmk1wna3RkoLMxvpJ6/fvt84n3eHXfEhAF4vLfR66K4BURDYN9Gbl/PC6cVbZtudzA05AbVajbGxsR/5/ODgINVq9YaN8vF5LyDLAngemiKTSYQYyyX56xdPU6q30U2LUEDFdlwurhc5s7zNVqVJsdrk2ycWyERDdG0D23M4nJzkc6P3sd2t8Verr/J3G0fZ6FR4tG8PUTmI4Vp0DYun3rxIqdHBtHsTQl3Xo1RvU2/rb2/sTURRZPZPDFJtdQiqMpVGh1bXIJeMkktGiYUCOK5LPBxAkSUiAQ1ZEjmyc5TZocxttdXH591gq9LAtl1S4SBjfQnWCjU2m1U0UUZ3bFzXJSD1ZIA1UUZGpBf3FrBdB0GAlXaBpBbFdnrR8Xg4gAdsVK49Kl5qtPm7187xpW8f49mTC3znxCX+6oXTlOotNsp1nju9RDigUmq0SEaCDKTj6JaNLIpYjkM8EqDVNYmHAixslkmEQ6RjPUW0WrNLva1TrLfoGjaW42A7LuloiG+9eXVt97ZRJxUJsdGtEJRUJEHkfy6/yN7ECHviIzwxdJi0FmEklGYikmWjU+F8YwPbc7E8F+eHTE32eW8xHu4jKKk07C4XGpvXfN6BqZ4c7XOnFq9Urfh8lxtyAvr7+1lY+NEpmRMnTtDX13fDRvn4vBdQFJloJEAkoPH86SXikSDHFtbpS0S4tFVGN21auklAkQmoMpbtYLsexxc2MB0XWZDJqFFmY/38xerLnG2so3s2bcdguVXgW9unGAwmiUoBEARCAY2ZoQzZRISObmJYNudW8gS12x9Zj4U1Htw7Qa2ts7RVIhMPs1luYJgWqiLRNWzAQ1MkbMchFgqyb7wfTfWlQX3e+5xb2ebg9CAjuSSnl7Z703wzYSpmi4QSRpNk3Mv9P57noYgSsigSlFRGI1lMxyKhhpkIZ/Fkj6atI8m9rLx3jVFSy3F46fQSZ5bzhDSFkWyCx++a5UMHp0lGQ3xw/xTxcIBoUEMWJXaO9tHSTarNDi3d4OTSFkFVYc9YP7Is4HouHd3kxMIGD+4dR5JEPM/DcT1008JxPQ5M9SYXb31ftqLYbpBJ9WYACILAerfMZrfK/2fhab649CwpJcLnRu9nIpKlbnRIamE+nNvHjugg39w8Sdlo4vqCAu9pJEFkR7QX1X+tdO0lQbtG+1Akkc1yg4XNG2sify9zQx14H/nIR/jKV77CJz/5SUZGRgCulAU9+eSTPPnkk/ziL/7izbPSx+cOJKiqxDSV5e0q8VAAw7TB6xXFx0IBFjbKuJ6HKIDrgSQKxEK96ZrrxTpTE6M07Q6r7RIdx0REQABcwMbFdG02OxU8ek35bd1kpd5m50iWh/ZNYjoOju2SiYVu+9rrLZ2XzyyzZyyHKok8ftcsS1tl6m2Dsf4U9+8ao9k1kCWR/RODCALU211eOrNEJKgxmImRjfu6zj7vPTzPQ5Vkjs2tc2ppq1fGs1Vhq5QlMZpgs1PlSHqGv9s4ins5cunhoooyqiCxNz6MIko81r+Xb6yfYDo2SFwJ4li91+aucThYqdZmo1yn2uxw784xNssNvnNyAeOyLOhgKspD+yfJRMNYnkura2KYFvW2ztpyje1Sg41SncF0DEkQOTg5xFeePUGjoyMIAh+9ewcLmyUabZ1ULMTD+yewHY/vnFgg831TwQVTpG50ORgcpmL0HARJEAmLCrlAgjONNdJalPvSs+yNj6KIIt/ePovhWqx3y+iuTcPqklD9fqL3MjtjQ5yorXCittxTjJLePsClKTK7RnOcWtriuVOXmPGzzVdxQ07Ab/7mb/Lss8/yi7/4i1f6Av70T/+Uf/2v/zVLS0v09/fzG7/xGzfbVh+fOwrbcREkiXpLJxJUEUUB03JY2CgxO9LHm3O9RiXPg3BAIaiqVFtdwgGVfLVJxzZZ71QAGAqmMBwLFw8RAcdziSgBOo5J1ewwt15iJBvn0PQg9bbOicVNlrcq5FJRcsnI5Ubl2G1Z90apzvm1PIvbFc6vFXBclyM7R/n0A3spNzucXNzi7187jyQKDGfiCMBoJ8lAOsZqvoYiSzx9rMNH7ppl12juSjmBKosoWgDLuL3lTT4+NxNBEKh1dC5uFBlMx3A9j3SsztZmiwN3Z/jm9gk+NXw3bcfgZHWZrm1iejYxOcjjg/tRBYkn195kMJTm/twOLlQ22BkfZGulS38yckVs4O3oGCaCIDCSTdDUDeY3itjOd6PppUaH88t5Pv3gXlzXo9LskImFObm0RTTQG27Y7Bo0uyYvn13lnh3D5JIRam2dhc0SW5UGkwMpsvEwQVXh+MIm9+8eIxMPEzWvdlQScoSG1GGlXeSe9BSO55JSoySUIHWzi6YorLSKHKsssaVXiSshPjNyhJVWkfFw9kf2T/i8txgIJkgoIWpWh1PVFY5kpq/pvANTA5xa2uL5U4v82k/de4utvLO4IScgGo3yF3/xF/zJn/wJX//61/E8j+PHjxMKhXjiiSf4Z//sn5FK+cN+fN6/2I7L8YUNOrpBNKxRbnRodw12jGSZ3yjy8SM7iQVVWrqJLEkokkTXNPE82DsxQLHewnBtApKK7bqEZRVFkGjZOpIoMhRIEZCUXhmAKDLSF0M3bWzHI19t0dVNBtIxYuEA66U6Tx+d4+NHdpGO39pI2eJWmTfn1lgr1knHwqwWqnQMk+MLG+TuDiNLEolIoOeYSBJdw+LSVoUTi5v848fvQVMkji9sMpyN8/qFVU5e2qRr2rieh+B5CI7OXdODt3QNPj63kmZHZ7NUJyDLbFebWLbLnvF+HNelorcZDCbY1mvMRvvZHRukZRuE5AACHiIif7HyMkktzA41yKnqKofiExjbIuO5IEd2jBDSrq2kTpVlLMtmx0gff/XCKdq6STISvJxZ9AgFFCRZ5Pxqgf1Tg9j1NrlklHy1iSQITA9mOHFpk81yg9nhLK2uwYcPzfCNNy8QVGW6hsXF9SL9qRg7hrO8fmaRRDjAZH+KrU77KlsiBDiU6OeEM8dd6SmWmgUW23mWPTiSmiKjRUkpETw8PM9jvVPhm1snebhvNxE5QEILE5UDt+DT8vlJQkBgZ2yQV8sLvF5euGYn4K3m4DPL2xTrLT/L/D3csCB3LBbjD/7gD/iDP/gDKpUKruuSSqWuaAj7+Lyf2SjXObawzsxghmwsgmHafPPNi3z8vt3U2l2OLazzift28/zJxcuTci2iQY2Z4SyO6zKYiqKIIjEliOXZLDTzKIJEUFYxbYvTtVVygThH0tPYnsVHHp2Cuswzx+eRRIHO5fcTAU1RaBsWS9uVW+oE6KbNsfkNDMtBkyVCmsK+iX6SkRDFRgtBEDk6v0ZIU5FFiYtr21SbHUIBlUbH4H89d5KP3j1LPBJgtC/BM8fnkSWJncN9qKqM63lsF6q0OwYToyOkfClRnzsM23FZ3KpwdnmbrWoT1/XQDYtyo81DeyeIqBpxwvzN2usICBxOTjAV68PzHIJykEK3ioPDpVaenxo8xIuFc3ykbz8DMykysQiiKLy9EZfJJiMEVAXPc1FkCVEQaHZ7U4ElUSAVjZOIBMlXmngTHoenh0iEe/1HLd1kKBNn92iOE4ubvHp+hR0jGURB5EMHZ6i3uzS7JrFQgKXtMv/7tfMcnh3m+MIGfakYie8bzGXaDhRd7pmd4aXCBTa6VRSxNxSsbLXIG3U6tsliK4/pWExEc/zM8BGWWwUOp6dIahFk0deAfz+wMzbEq+UFztc3aFpdokrwbc9JRIKMX54e/OLpJX7mwX23wdI7g5uyY0+lUmQyGd8B8PG5zOJmCcO0iQU1OqbJaC7JWrHO029e5DMf2MdgOkF/MsoHD07xuYf28bG7d3D37Aib5Tr1Vq+mNiRpHK0uMRHJEZY1DM+mZnVo2DouHg2zy8HkGJ7nUTBqKCEo1dtEgxqJcBBJFJFliXq7i2U5LG1Xbqk6QrnRxnEdIkGNiYEU8UiA8VyKYwvrXFwtUm12yFdbLGyWEYSeBnk4qNHRTYDLmuIVkpEgzY5BvW3Q6pq0DfOq69RaHdZLtVu2Dh+fW8V6scrF9TyKIlFtdig32uiWzdRAmuGBODE1yP/ePM6u2BBPDN/Nml7m/7fwHf7v5Rd5vniOZCDCBzI7SSlhGlaHkBTAFhz6EtHrcgAAAorMzHAWSegNKkzHwySjISJBldG+JKPZBCFNYXwgxcGpQY7sHCUW7s0JALiwVuSRA1N87sF9DKaj2I7Dnokcl7bKvDG3ztx6gZfOLrGSrzLcl6A/EaXW1lnNV/nAnomrbNmo1BkdTjHX2KRqtVnrlOjYBkPBFC2ry0vFiyy3CzRtnaaj80blEv9j8Vn2JkdJqiE22mVall8m+H4gpUbo1+I4eLxZvnbZz7dUgp73pUKv4poyAb/0S7903W8sCAJ//ud/ft3n+fi8UxKJxLsuBVZr67ieh+V61Fs6za7OR+/ewcX1In/5wikOTA0xmI4yPZjGtBwKtRZ4cM/sKPlak+PzG3z8sWkKeo1Ct8Enh+7iTG2Vi80tbNdhOtrPPelpXNcjpUTIxCNYXRsQkCWJZDRIS9cxbZdCrUVAUYiHb2263LJsNstNLqwVyMZ7WuP/9euvoikyHuC4Ho7rEgsFOLO8zcxQhrViT0pYlkTCARXDsunoFqIoIgqgKRK6+YPDjzZKDfZPDt3S9fj43Exsx2Vpu8qF1SLD6ThnlrYIqho7RrK4rkdb6GLrDkOBJP3BJH+99hqly02yXcfktdI8um0yEe7j06NHOF9bZyrSh/oOIuCO4zIxmOLwzDDnVwvEQwESkSCiAFvVJn2JCLvH+hlMxwHIJiKM9CVY2q7Q6Oi8eXGNI7tGSEZD7BsfIl9r8sR9u1gvNig22tRbXfoSYTwEXji9yOxwllpL5/tNLtbaCAEXo2bTtg2mojl0xyYTiPLG5iV0x6RhicTkADXLxcGl7Rgcqyzx08N3UzU7lM0mEeXaf+MCgQC///u/f8N/O593j52xIbaLdV4vL/Bo/55rOmf/5ABfe/ksr55fRTdtAv5keuAanYCjR49e9xt//xAxH5/3E71otk6p3iKgKmwU61xcKzLal2A4G8d1HVYLNQZSMbqmRanepmNYSJKA53kkYyFEREJSgJK5wRulBcbDfexPjCKLMgW9zpNrr/Mbsx/FpifBpzgiXcNgrdgrBRrOJtAtG9200S0LTZVpdQyit8gZWNgqc3G91wjcMSw2SnXG+1PUWjqyJCIIAnvH+9kqN7EdF9O2SYSDBFSFRltn50gf8xtFkpEQD+6bQBREwgHth0Y4ZcnPOvrcWbz1PUzHwkQCKr/2U/dhOTaxUICvvXQGQzTpmDoP53bzQuECFbOFJsoIgoDn9QYfrbZLTEX7icpBJEFkT2KUG7nV2o5LsdZCEAVWCzXu2zWKadlU213aunllUvFQKsb+iYEr30FJFLl31yiW7VCsNcnGw7xyboX9EwO0dJ1qq0Ol0QUgGwsxko5Ra+ss56t4nke+2uz95ulXO/bZeATDtDBck4Qa5lJzm7Zt0HUsOraJg4ftOVeV/MiC1BNO8DwM17rmAVI+dz474gM8XzzPUrtIvlsnF4y/7TnDmTjJaJBqs8vrF1d5eN/kbbD0J59rcgIuXLhwq+3w8XlPMTmQpt01aXQN8Dwe3DvBP7x2gQtrRXaNZJFjYTqGxZe+fYxMPEI8pNHWTeY3SoiiwGc/uA9ZEDmQHOWZ/Gm29BornRIAlucQkTSGQqmeDrfnIgoCIUHlyM4xXji9SLNj0NJNkpEQkZBGLhpBVSS2qs1b4gRUGm3WinWysQhb1QYBVWar0mC70kSRRMCjrZvsGs1RqLaQJZGQpuJ5vQ394ZlhZgYzLG2VqTTaBFWF/lQEw+qVF30/4zlfeMDnzkKRRIKKwtJWiVKjQ7XZJRiQ2TWSYzibJBUJ4mkyBaNBy+4SkjS6jonner2gmgchSWWlVSQiaXx86BCyIGFc56As07I5Or/OmeXtXmP+ZpnjC+vcu3MUw3K4uFZAEAX2Twzwwf1T9Ke+T8knHOTDd80ynkuyXW0iILCwWSYbj7C0VcHFo9bS6XRNNFVm38QAj+ybIKjKXNqqMDWQpmteXeK3XWkQloJElCAXm1t0HBMXD9dzCUgyuWCOPi1G1Wzh4SGLEgFJISgr2J5LSg0TU26/FLLPu0NYCjAazlyeLr3AE8N3ve05giBwYHKQZ09e4vlTi74TcBk/H+LjcwsYysTp6hbL+Qqnl7awHIcn7t/NRqlGLhml2TFZ3SpfUduYXy8SCwVQFYm+RARZhZajY7seD2Rmeb5wHtP77s1eEiU+N3ofhW6DutXF6rhsFlqXI3VjnFraoqWbjPQlSYQDPLJvkqV8lUqzc0vW2zYsDMsml4zgei66ZfeURjyPescgqMq0uganF7f4xH27abR1zi5vIYkiu8dybFcafKdY5dGD09TaOvlKk8FMnFbXRBIFbMdFuhzxnBjMMJC6Ni10H5+fFNqGwZvz6yD0Ns2m7TA7lKHS6DXHp0IRykIN3baQRJHW5d4fADzQBBnLcyhdLnsJShpb3SqyIGG7zjU3xi5ulTm5uAWAqshM9KfIV5u8cHqJvRM5PnL3LKlIiNmhDJHQDw8YBBQZQeiVEx1bWOPBPROs5Kt4wKnFLdYKNSzbJRrSWC3UODg1yIP7Jtkx0sfrF1exuNpxCQU0NFdhPNrHidoKuUCckKQxFs7ywdwe5prbmK5FWouxJzHC8coKTavDZDiHbpsMhdKkNV/x5f3ErthQzwkoLfDJocPXVH2yf3Kg5wScXsR1vevuo3kvck059WeeeYZ8Pn/Nb/rGG2/whS984YaN8vG505FEkeFMjHQsTK3VZSAdZ369SDYeZn69RC4ZQVNkCrUWpuUgigK6aWE7LvW2jq47bHarvFg4T38wyefHH+Th7C4eyMzyf0x/mC/MfpTVVpGZaD+XWlt4dYUnXz6H4zicWtxk10gfjx6Y5rGD01i2w4tnlomFAgSUWzM9WBZFREFAliVGsgmG0nGmBjNk42FiIY10LIxh2eRrTfLVJm/OrTE1mEEQ4LULq5xdybNRarBRbnBk5wgD6Ri7R3PsvjwnYCVfwbBs7t87xaGJvndlCrKPzzthrVhHFkUqzQ6SKBBQZErNDrvH+tmqNil1Wqy2ikxFc0SkIB4eb21RJARiagjX8xgP96GKMhvtCkktQs1s07S6P/SaHcNkcavM0bk13ri4yumlLdZLdZKR7yqqBDSFsf4UO0f7sCyXiVyvR+BHOQAAza7BSr7K/EaJaDBAMhomGtJ46ewSi5sVOoaFbtkU620WNkqcWtqi3tGptbqM5VK435e9ODwzTLXRZTbaz0cHDiAhktLCLDXzJJQQe2LDpNUoq60iz26f43BqnIlIjrQWQZElVlpFvwT5fcZUJIcqSBTNJoutwjWds2M4i6bIlOptzq9e+572vcw1ZQK+8IUv8O/+3b/jiSeeuPJYs9nkV37lV/jDP/xD9u/ff9Xrt7a2eOaZZ26upT4+10itViOZTF45rlarJBKJ227HUr7KqcVNPnrPTv6vr7/O7FCGnSNZouEgffEw3znZotbsoigSsVAAw7Kpt7uENIXzi3nuHs1RMVu0ajoeHruiw2iSzMvFi1TNDsOhXgNhfzDFF4+epFhrY7kupUaHl84uo0gSfYkwjf8/e/8dZdl53ueCz44n53Mq59TVEY3uRk4EmEGQIimKtKJJWR5bljWyNdb1aLxGV753zJE1lke2dC3N9SLuVbAlmhRFkSIJEjl1A93oHKqrK6eTc955/tiFIpoASYhCaBD1rNVr9T7n7F3fzt/7fe/7+7U1Gh2Nw1MD9CfenBH0ZCRAbyxIptwAQcDvVTEtiw/eMsvT55co1ltUmx2SET9L6SKyJHJmcYtE2I8ii8RDPhRJYjlTwqtKHL+8xvuOzDA7kuLAaB+qouDYlqskFNqVAtzlnUeh2qSjGa7kpgOJsJ+WpuPzKjiOQ8PoYIgWm+0Sh2KjNM0u6U4ZSZQQgLreJqT4mAr2kO1UmQn3gwMJ9bXv6Y18lWcuLnN5LUumVEcUoC8eZrQ3RrtrMNobI1dt7vzeq7qBtWX98Nz6ubUskiSxVarhACG/Sj7dwO9RSUZAlSUQIFNu0NmuD9rIV7htdoRmV+d07vpOm0cRGeuP06LF5eoGD/Tt52BslIuVdZaaeYKyl9nIEEfjE2S7VSp6i48NHwXHJt+tUzfar1su8mW63S7//t//+53lf/2v/zVe767XwDsFVZSZCvVxpb7Fi8UFJkO9P3QdRZY4MNbH6YVNnji3yP6xvregpTc2r2sm4LWUVkzTZG5ujlar9Rpr7LLLu5tcuc65pS3KjTbVZod7D4wx1hujJxbiymoWgHpLQ5ZEHMct7I0GfCTDAQzLJl9pE1H8dCydrmUwHerDxOa5wjxlvYXl2OS6db6VPkuuU+XY9DDgmqkYpoVl20z0x1nLV/AqMqIgMtwTe9NMUhRZ4tjM0HWKC23NQAA+cvs+bpsdZawvzr0HJwn6PBTrLWqtLpVGh6FkFNt2uLiSYTVbpqtbaIbJuaUtLiyl6Y+HUSQBj0ehYzrY8ut/0e+yy42CR5XpGAYI0NEMHAdiAR/legvDsEj4g4iCyGa7RMITZDbSz1ggheM4tE2NvZEhfnrsLrY6ZUTBfW58O3MORZJe1fkt1Vt869Qc55fSXF7JUqq3KDU6LKZLvDC3jo3DRrFK6DXqbRTl+rFB277+/d9od5nfLBIP+UlGgoiCgEeVWcmWubZZZLNYYzlbZi1XYTARJuBV6WgGtu1QarQpVJrcfeD6fOyj00P0poJkuhVMx2LAF+P/e/Ub/J8rT/FCaYHFRoa/2TzJQjNLrlPDsE10y0BAoqF18SteLGe3MPjdxt6wqxB3uryC8TprY27eNpt8/OzC264ieCNww9UEOI7Dl7/8Zf78z/+ctbU1gsEg999/P//iX/wLEonED13/4sWLfOpTn/q+33/1q19l7969b2STd9nlVVxZz9Hsuv4AhVoTWXZHua9u5Kg2u1SaHfaN9vLi1XXs7QeRYdlEA16CXpXpwSQxxc/h2ChBxUdMDfLFteeRBImg4qVtaPT5ouiWyVIzy2jvEPGQF8O0EAWBvniY6aEkp+Y3ODjez56hFPtHe9/UHMjBZJQHb93LUrrIWq6CIAjsHe7h6YvLnF3cJBH2c2U9R7nRptnR0Q2TcqPtzgZIEuGA2/54yEfAq1KqtxAEAd00md/IU2l2GeuLUTeg0uyQ3HV93OUdxGhPDMuyd1yzddNkvC+G48DMcIogXuJqAAeH5UaO1UaB8WAPx5KT+EQVy7H52sZLtCyNfzn7EU4XFynpTS7WNrg1OXVdTcBqtoJtO0SDPqYGE1zdyFOotQj7veiGiQAspUsM3xSl0dF21ov4PfTGgjiOw1axxkK6SL7SxOdRmBlKMdLjKo45ts1KpsDscIpY0MvjZxaJbUuL2g54ZIlU1N3OgdE+VnIlkpEA2VKDv3zqLAOSzR2vODaSJFLXOmy0SxyIDPNY7hKFbo1hf5Jhf5w+T4yJkOtpEJA9lPUma60SUdVPnz+KiEBw1zH4XcdwIEFQ8tC0NC5V17k5Pv5D1zk00Y8siaznq1zbLLBnuOctaOmNyw0XBPzu7/4uDz/8MLOzs/zcz/0ca2trfOlLX+L48eN8+ctfvi7N47V4WcnooYceYmxs7FXfJ5PJN6PZu+yyQ1vTWctVEBFwbLdI+E++8xJ37Bvl0dMLjPRE2chXmBxM0uhozK3nsGyHrm4SSno4tmeYgM9DWWtwb+8+/mz5GVRZoaA1sHEQuwLToX5sx8YjySiiRMmu89kP3srceo4Hb9tLrdnhxOU1/F53in/PcA+abuJR3txbvicapCca5JaZYRwBdN3kq8cvEvB60HSL4Z4gg8kIhWqLRDiAV5XRTQuP6hYodjSD5WyJXKXBg7fupdLs8PtfeQ7bsWl3DR47c43JgST//Cfuwu9V8XvUN3V/dtnljaIvFuLwxADZcoPctpzlew5P0mjrPH5ukZ6kn/fcvp/H85e4VkuzPzZCTWshIGA5rkTmcCBBWPFR1Op4FS+5apWg5KGg1RmW3XfbRqHKo6fnefbiCvlak4jfw01Tg0iiyPHLq8iiSLXZQRQELOu7I6GqInHHvjH8HpUrazmOX17F3G5npdkhXaoz3hdjrCdGtdnBoyrUWjrhgIdcpcF4X4zR3hgd3cSnKuQqDTq6QbOjMTWQpCcapNHR+PCxWc6euXzdsWl0NMLYeESFst4i26kyGx4kIvvYFxtmo1Xir9ZfJKIGOBwb2x71d5CRiCo+oruOwe9KRET2RgY5VV7mxeLi6woCvKrCwfF+zi5u8c2TV3eDgLe7Aa/k0qVLPPzww9x+++184QtfQJbd5v3lX/4l//P//D/zB3/wB/zWb/3WD9zG3NwcAP/sn/0zJicn3/Q277LL99Joa6iKzFquQm88iGFYCLgSZR5FolBr0ugohPw+VFnkw7fO4jggiQJ+j8q5pS3+4QeOUdQbnKuuIooiQdlDWPYhCgKKKJPulAHwSgq93ii+kESoozLRn+Cl+XUabZ2BRITx/hhHZ4Yp1luUGi0OTwyQir75yjqy7L6QHcUhGvRjWq7M4V89c55b9riFv+eW0siiwM3Tg+RrDQbjEe4+MMb//s2TRPxe4iE///2Jsxwa7wNRAMdhbj3PVrHGl545T18ixGT/blC/yzsDVZG5aXKArmHS7GgkwwGqzS7PXFjmvXeNs2Sluc8e5YGe/ewPDyMJAi+UFng2N0fNaJPwhHhv3wF6PBEaZoeYGqCoNQgrfnTbQjdMrm0WeOTUPGcWt9BNE59HodHReercEocnB9gzlCJTbuDzqHgVmWjQi+M4DKUiTPQn6I2FKNfbnLy6vhMAvJIzC5vYtsO+sT5KtTa6aVBpdFjYKmBaNh+8ZQ9X1vI8f2kFy7YRBIHeWIg9QylOX9siFQ2QqTS4eXLouu2KEiw0Mgz7E+S7NWJqABzo98d5MnsZRZLZGx2ioDW4Wk+zLzKIJIiU9AaDdgzT+rvJpO7y48Ns2A0CLlY3aBoaQeXVKW7fyx37RreDgDn++cfvQpHevQHkDeW482d/9mcA/Oqv/upOAADwmc98hvHxcb761a+iadr3Wx1wZwI8Hs9rzgLssstbgSgKBL0qXcNE0w3SpRqDqSjVRpveWAjTssmWGzx25hqjvXG2CjWeOr/Ek+cWKdSb3L1/nI6tY2Gz1Mix2iygCDJtS6NhdslrNRpml5LWQBUlTMtElESevrxMu2twaHKAsb44Q6kwoiCwsFHg1NUNTlxe4//49imev7RC4RUFgW8mqixzaLyf/niYpy8sYTtwdimNKAh85Na93Dw1hGU53H/TDLPDPdRaGn5V4fZ9o7Q0nY/fdQBBFKg02tgOfPDYHoZTEU5eXWc1U2Y1W35L9mOXXd4IUtEg4YCHI9NDnFnaIltuMD0R50TlGtlmHQMLy3aQRJE/vPZtni/M45VUboqN0e+N8q30OeYbaUb8rrKWX/IgCxIBSeXCSobTC1tkynWCPg+yJCEKArbjEAv52CzUmBxIUmm26YkECAU83HNggk/de4g79o3RG3MHB3LVBl3j1S7dL3uBnLiyhm4YJCN+Al4PlWYH23YwLAvbtqm3Onzg2AwfvnWWh27fy1AqykK6xBPnFsiWGxwY6yNdql+37S27wInSIj5RZTSYwiupzET6yXWqPDR4hPt79mM7DilPCHD4i7XnWW8VMWwLSZB2nJV3efeR8oRJecJY2JwpL7+udQ6M9RH2eyjV2zx5bvFNbuGNzQ0VBJw8eRKv18vNN9983eeCIHD77bfTarW4ePHi913fcRzm5+eZnp5GehdHdru8vcSCfjyKzC17RmhquuuOa5hslercfWCc3ljQzZ8VBZ44t4hmGNy6Z5iffe8RBASubRXoj4Rpm7pbAIiDbpkkPWFMx8IBRAREQUASJLyyh75giMnJKD6PzIWlDJdWsxSqLcIBL8/PrVJpdlBkiaDXw5X1HI+cukqu8ta8OEd6YoiSgCyJyJKIYVqcW9ri7NImHkWiq+tIIpxbTnNybp279o9xx75Rqo0OX33+EotbJSqNDivZMo+fXWBmqIcDY320ujrfPHmFl+Y3eOzMNc4sbJKvNncKo3fZ5UYjFvIz0ZfgwnKGZDhAulzD9ptUOi3q3Q46JoZjca2eptcX4WhsgoOxETqWTsPsMB3uQxREBMFhKtjHsD/O0cQEsqWwlq+yli9jOw6SIBD0e+iPh5nod2vpDMtCkSX+yUdup1BtcuueUTyq/CppTU1/9ah6vtrkpWubXFzJokoSi+kyy5kS/ckIXlWmPx7CMC0WtkosZ8qcuLLGi3PrHL+0RqOtMbeWo9nRyG8PPlS+x6+kaNaxbIu2raGZBgOeKLOhQSbDfVysrnO1kSauBllrFdlol7i/7wDzjTRlvYluGUi7eu/vavZtFwi/WFp4Xb+XJZF7ts3C/vsTZ9/VBcKvOx2oWq2STqd3lmu1GgDlcvm6z8GVZPy7ous66XSaycnJ1+zADw+76icrKyscO3bsNbexsbFBs9kkGo3y27/92zzzzDMUCgVGR0f59Kc/zc///M+/KVrCjuNg/ZhMR7q7Ib1i2eJ7d+2V+3oj7vf3tsndh7eunQKwb7SXx88sMDWQolhrcW45w8xQirOLm4z1JtDNAte2XKnMZtcg5TicW0qzsFnkpsl+BMUh4QmiihKWbXO1scVdqRnm6mnWmwUUSSas+JkN93MwMsITm3McSU6ycK3GUCpKOOAl4veQrzbZM5Ti0kqWs0ub9MfC3Dw1SM9ggvPLae4/NPmmG6YIIpim5RZG2g5tTUdAoNrq8MLVNWzb4fa9Y0wPJSlUmty2dwTLtllMF0lG/FRbXXTD7dirssQ3X5zj0/cfJuT3cnYhTdjvo93VONPSaHU1js0MY9kOE9s5yq/lOPxu40a/Z29k3shj19YMivUW2WqDnkiA6cEU56pLdA2TO0ensG0HWYSS1kB0BNq2xpMbVwAHx3HwSgoh2Uu/L4ppWXx48CjToV6urOSI+j0EPSqttoZHkQn7PFRbXUr11o7Cj26YnF/OcN+hCaJB72vuT9Cn4LwiiO7oJnNrWVpdnYm+GIenB9nIV8hXW3znpXmSIR8/896j/PfHT2OYFm3N2AnCx/virOXL9MaCrOYMRAEs237VPanZJoeTYzxfvEZCDnAwPspXN0+x2sxTN10PhJga4L29B5mvb/F8fp57UntYbuTRUibL9TyHo2N4pNfvH/J2vyd+GG/1PftmDJzab5Fi03Swn2cKcyw18+Q7NZLfRzb3ldx7YIxvvzTPheUMJ66sctvsyFvQ0reO13s+X3cQ8PnPf57Pf/7zr/r8X/2rf/X6W/UDeDmoiEQir/l9KOSe1Hq9/prfw3eLgp977jlmZ2f54Ac/SLVa5ZlnnuHf/bt/x/nz5/m93/u9N6S9r6TT6XDu3Lk3fLtvB42GBBzeWb548SKh0Pd/AP2gmZm3i0bj+hFudx/eWodZURQ5NBzBkRRytsN7b57iTx59iXbXYM9Qirv3j3P/TVPkKnXqLVct6OpGnpGeGJP9CWRFokeNMBpIUTe6LLVy/M3WaT4ycDP39+6naxkM+uOM+OKstyoIooPPr1Btdgj6VKIBH3uHU5yYW+PpC0s77ao02rx0dZXVrRx37Bvh0lUbW39zXIRfpiv6cCyTSMDDVqnBer6KbdsggCJJHJzqd5VDyrZbEN1ogwP3H57i0dPzNDs6ouAWdOmmhbgdVDQ7XXStQybvuq9eWcti2TZbuSL37B/jry7PM9QT49apfkztzd3HdxI34j37TuHvc+xkWaakidR06I+FMS2LwWSE9YofpS4yGItQ0ZuMB3up6i1GAkm+tvUSumMhIhCQPEiCiA2cKS0zFeqjbet0LZ2YEKJaN5geSrFeqBLwqVSabTKlOpIkIIkiiizhUWXy1QaPnJxjMhXi3LmNV7VT8fgQLY12V8O0HEptk3KtSSoa4n1HplnOlPjGi3NIouDOSgoCPdEAn7j7EJphspwpYTsQ2r6XO5pBPBQgFQkwO9JLxO9joj9+3d/M5LIM9o+z0Sxy09AIX904SVlvYWzPfAKU9RbfSJ/hF8bv5dLi4yiijCLKtE2N5UaO5XIabev1D0AahnHd8sWLF1HeJDPFvy9vxT179OjRN3aDDmxtbb2x2/wBpMQgebvJt6+d4jbv6+vQHxqOc2a1yH/44uP85scOI/4YGc693vP5uoKAW2655e/VmNfDyzekqr622sfLn/+gmoB2u83Y2Bjvfe97+Y3f+I2dUf9KpcJnP/tZ/vZv/5b3vve9PPjgg29w63fZ5Xps20YVHE4upRlIRmhrBmGfl1jQx57hHjKlGoZlEwv5mBxMUWu2mR5MkYwEKNXcKfOupbEnMki6W0ERJfZGBrlS2+TRzEXGgykkQWTEn2RPZIAjyXGqzTbRuMrZK1naXZ14yE+t1d1pkyiIeFQZByg0OlRbOoL45mcEKqJALOChXK0zmAgT9nso1FrIoshob4x62x2t/OvnL+LzKFxayRIP+xjvTXDr7Ci6sUKm4poOeVWZRDhAwKPy9LlFhlIxfD4Pi0tbO6OPzY6GbjtIosBmvsJwMkpvQHQDj112eZuwJZWuoWHbIn6PgiR5eOz0PEeODHBqY5X1RolYzINpG0yE+rhQXcNybKKKHwGBjqWjmQaSILqdX8ugpNfxCgq3ByPUNjRqbQ1RFNEMk1Kjje04yIjohsmhiX7Wc2WaHR2PJNDV9VflA0uShInIcG+Si2s5BFlg71gKj8dV4pIkiW+/NE+jo+FTFXTDJB72ky03+fPHz/Bz772Zif4Ei1tFurpBLOgjGvQhSyIHx/vZO9LDVrHGTZMD1/1dx3HQTJ0eT4SOZbDWLiIL7kimhIiFe++2LZ2NdompYC91o81kqIetTpm2pfPdcGGXdyMjcoS83uSakX/dQcBtkykubZZZLTR45mqG9+wd+OEr/ZjxuoKAlwt230xedur73uj8ZXRdB8Dv93/fbXz84x/n4x//+Ks+j8Vi/Ot//a/53Oc+x9e+9rU3PAjw+Xzs2bPnDd3m20W1ev3ywYMH+V6zXcuydkYmDh48eMPVX1S/ZyfcfYi+5e04s7jFxbWr3H1wjO+cWaQ3FmR6MMXzl1doazqDiSjpch1FEjkyNUwy4uPCcoaeWIhyu0EyGeAr1x5l0B/jvsG9LDXzhGQfN8citMwuhm1RNzt8Zf0k96ZmubCZJt/oMLNnALsc4uziFgPJCFc38rzs92PbUNcNREFgrdjgk/cdIRX5/vfUG4Fp2dStZd5/636eubC8Y5A2nIpimBZ3Hxjn6kaB9948Tbbc4Mp6Dt20SEWDLKfLPHjbLE+eX8KyHSJ+D6Io0DEM8vU2hycHiEdCWIJEMOgaF430REnFokRDIQRRwFFV9uydeNPlUW9kbvR79kbmjTp2mVKdxdIa17Zy7B3u4YWr65yY28AXUPnA3v1YHoOw6kOzLYKyq9oTVQNYjk3Hct9/Ng5BxcdGu0TKG8YrqNg4lPQmjmOTrbaZ7I/T7OgUai3KjQ5Bn4dje4awTJszi1vIkshQT4JIJMrkwPUKeivZCk+eWyBTcuU9ARbSK9w0McDMUIoTV9bQdBNVllBkkVrLfZaE/B4abY2XFjYZTkXpiYY4fnmFlmbQ6eqEfB5Cfg9PnV8i4FWptJvc+4q/O9w/SNIbZirSR0Vv0jS6RFQ/kiCiihJd297p4pf0JjPhAWRRos8bY7mZxScrDISTxFNjr/t8dLtdvv3tb+8sHzx48IZyDH7H37MCDA4OvmV/Lmn1cHYpTcFuExhM0O/7wXLyL/NxQ+F/PHOBvzmzzqc/cDcDifCb3NIbixvmrRgMBhFF8VWpHC/z8ufB4I9mEHTw4EEANjc3f7QG/gAEQXjn3aDfh+/dDUmSXvXZq7+/sfbd7/fza7/2a9ctv9VtrLdd6T9BAN20EXALhh89c41cpcEtM8PsHemhrZmky3UurqY5OjWE36NSqbeRpAiCA35ZxSOrFPUmzxWuYjk2tuMgCgKjgRS5TpWw4mOzXWEoGKfRzLHpFHhg/34WLlfJlhtMDiS4tlkiEvC6sn+CO43v8yhcXc8Rnh3G733z8uYlSeKWPSOcXtjiwVv3slGocvveUWzbYTlT4qvPXSJTaSAKMDvSy6HxPuY3i8xvFBhIhNkq1Ql6VarNDpIoMtobJeTzMJCIsGeoh8V0EQQBSRQ4NDHAtY0Cz11ewbQdcBwS4QDjfXFmR364rfy7gRvxnn2n8Pc5dg5weS3HucUtbp4cpFzvEPF7mV8pMiskeeDeMUzHomy0eDx7kXt69qLZJtfqGUzHIih7GPElMW2LptnFcmxmIv28WFiganZodmAzX6HW9HLfoXGSkQB37h1jLV9mcatIq2vg9cj0x8PEQ35Cfu91+1JrdTh+ZZWtYp1SvUVbN13zQVHgxOUVZkd66Og6CGCYFiM9MWZHehEciAa9nF7YpN3V6fpNsqU69xycQDNMbMdhq1jla8cvoygSD966l7OL17+H7+mZJSsKxJQAXUnB3B7575g6PlnFC9veAAKDvhgVrclEsI8+f5RTpQWOJibRHPPvdG5UVeW22267bvlGvS/eqfesKLx12jM+2cNoIMlyq8CZ6iofDf5wc1mAB26e5tS1TVayZX7z4W/x8P/t06jvogGjG2ZPVVVleHiYzc1NbNtG/J40hfX1dYAfqP2/tLRELpfj2LFjr0or6nTc4iKPZ7dI8Mcdn8/H7//+77+tbVjNlKi1uoymYpxfyaCbFn6fQrnR5oHD09w0McCXnj1PsdYi6FUJB7x85fmLHJsZZiARQrJlilqDDw/czGanjCiIqKKMT1IxHZuy1uBybYPpUD8rzTyesEKvEmM5U0KWRI47C7x3+iAL60UkUaRc76CblpseIIn0x8OMpKKsF6oMpaJMDb6590Uk4OPegxMUqk2mBxNcWsvx3KVV5tZy2I6DIIBmWpxfTnPPgQkEwfVNCAe8VBsdxvviyJJEsd7CcaDa6vK+I9NEA15URaIvHgIETl5dRzNNKk2dcsO957OVBuJzAv/wAypDydc3OrTLLm80umFRqDXZLNZYK1Q5OjPEaE8USRZJhvwYhkXerpDyhpgND+CXVTqmTp8vgiiIdC2d5WYORZCYDvXj4NA2dTySQljy89VzF9g/1sd3Tl9jfrPAT95zkLn1LMV6m1Q0yEBCxrRcCdLxvvh2Gk/dVdSybHAcZFHA55EJB7z4fTZ+VaXa6hDyRcmUaiiyTEc3uf/wFI22xmq2TLtrMJyK8JHb9tHVTQzL4sTcGlO1FuuFKj5Vodbq4PMo2LbDSqZMf/L62r+RYIqaU+dSdYP7e/czEeihqreIqgFqRhtZEJFFCVWUmQ71U/O0mQj2stjIck/vXtZaJap6i6HA6+v4ASiKwoc+9KE3+jTv8jYyExpguVXgdHmZhwaPvC4hGFEU+L985Db+X//tca6s5fhf/vxR/pd/+KE3XTDjRuGGCQLArT348pe/zKVLlzh06NDO547j8MILL+D1etm3b9/3Xf/f/tt/y4svvsgXvvAF7r777uu+e+mll4DvzgjsssubRbOjs5gp0Z8Io0giCxsFuobJeH+Co9NDJCN+/uKps2zkqzi45mKFWpPZkV5OX9sgdNMUtVKXZESlaXX55tYZ7k7NUtFabNplVEFmMtTLeqtI0+ygSBKlboNbkkF0w0I3LZZKeabEMn2xMG1dZyAZxnG2Z61EV64zHg6QrTTYKtWYGkzS0Qzy1Tqm5RAL+YmH3tg0IVkS3WMiS2y+NI9hmjtBiWU7CIDtwKXVLHtHeqi1OgQ9KrfODHN6YZPlbIlqs8uFZpv+eJhGu8v+0T6+/dJVREHg/Uf3YNsOyXAAIRKkP/7dkcxyvc2p+U364xEkUaSrGWQrDRrtLh3dQBTdvOlmVyMRChAL+uhPhPFtOxIbpkW7q1NvddAtC9t205wcHDyKjAAggEeRMS0bAQFRcPdHlkRM2/0s7PcQCfp2jonjOHQ0HQERWXYlVHXDcs+R/AqVLtveln4UsWwbRX59o4KmZeM49o9Vwds7kXK9RbZaJ+zzEvZ7iQV8zG/kkUSR84tpJkfj1OMSDW8TzdK5KTbKU7nLHEtM8s30GRqmW9sjI5LyhTkan2CrXca0baKeICHLvaZ6okEUSSBdrHFlNcft+8b4k0dfIhkJ0OxqWJbNsZlh7jowzrnFLS6uZHdMwTLFGo4A2PD42QUUWaKrm0z0J7jn4DjPXFzhngPj2LbNuaU0hWrTLTZWZC6tZam2OnzmvsMIAswO9yBLIqIgUGl2dgr7660ura5G0vPq61FEwHBMXiot8rNj9/DF9eOk22UOR8cYC6bwiDIToV6isp9Cp865ygpH4hPU9Ta6bVDT2+iWgfp3UAja5ceLyVAvUlYk262R7lQY9Md/+EpAIhzglz58K3/w1ef55smrBLwq//d/8MCboiZ5o3FDBQGf/OQn+fKXv8zv/d7v8V//63/dGc3/4he/yOrqKj/zMz/zA0fyH3zwQV588UX+03/6Txw7dmwnvy+dTvN7v/d7yLLMz/zMz7wl+7LLuxfNMMiVG0wMJLi2UcByHBDczuBQKoppOWRK9Z0cVwcwLId0qc5AIsy1zQL98SCOIPB49hJeSaWoNRjwx1hsZjEck/VWkQFfjLLeRBFk9kQG2GqVCagqXctEFmWqzQ664DA7lOKFK+tEg168qkJ/PMyhiX4yZVdpS5VFzi1t8ejpBS4spzEtm9HeGA8cnuKOfaOE/G9snmzXMPAqCgGvh/5EiHpLc02NEACHSrNN0OdhIB7m/EqGZDRApdGh0uigKhIT/QkkUeTZSyssZcrcMTvCWr7CxdUMz11eYSgVRXAcxvsTbJXqtLZVTgCiAS/jfQnW8xXSpToXljNsFmsossgDh6fwKgpfOzGHbhjcPDXIPQcmqLe6nJhbpVhvM9YbZ3owwUahxvErq+iGheM47Bvv47aZEV64uka21KDe7tITC7J/tA9ZElEVmXPb+diTAwkm+pO0uxq2Y+NTVdbzVcztzn292QFB4NBEP44DhVoTn6rgUWRWciXaHTetIx4KYFoWfo9KLOwnGfIDDrlqE79HpdXVWdwq0tENBhMRBuJxRMfiwnKGZlfH55HRDYuVbIVaq8PUQIKAV8UBJEEk6PeQCvtJl+vohoVHUXBwR4sDPg/lehvdMFFVGb9HQZElFFkiFvQTfUWg80pM00IQXbWadwOO43BlLcdKtky+1mSiP4FXldksVAj6PVQaHWZHeulN+ajbDZpGl5rVot8fQ3csupbGbYlpPJKMYZuEZB8tS+OJ3CWG/QluCU8SVwLIXYV0qY4iS4R8XgRRYCVX4pa9w3zsjn2M9SUo19sMJEMcmRyiUGtydul6aW/dsnj6/DLTQykmB5Ks5ysIgkDQ52Fhs8A9ByYYSoZRFJmVbBlZEmm0NcAhEfITDwV44coat+0bZTVXYXBbEAEg6PPQ0QxkSSTk96J1Xq3WJQgw4k+R8AZRBJFfnHgPoiCy0MiS7VZRRImS1mCpnmU01MP58ipf3zzNTfFR1lsllpo5+vwxJkO7aX/vVjyiwngwxWIzx+ny8usOAgD2j/XxuQ/dwsPfOsmXnrmAYdr85s888GPvJnxDBQFHjx7lM5/5DF/84hf5xCc+wXve8x7W19d59NFHGR0d5Vd/9Vd3fvvYY48xNzfHrbfeupPX96lPfYpHH32U5557jgcffJAHHniAZrPJ448/Tr1e57d+67eYmZl5u3Zvl3cJL3fYqo0uQ6kopUabjqbjUSSWMkUG4hHs1zAncRwHw7Sot7ukoiE2W3kcHLqWTrZb5Uh8nLLepG500G3X0dMrKowEUgiCQLndwqu4+bTj4SRa2UanQyIS4JP3HKRQbeE4NrVWlwsraWYGe6g028iSzB9+9XnS5e/K715YyXB1I49mmHzg2J43tKhWkSRURSYW8mFZ9rbbqI9yvY1tOYR9HkZ7Y6xkirzv8BRPnltGFAWaHQ1Fd0fxZUlC0022ClWEfaMsZUrMDvdg2w6bhSpHpgY5Nb9BJOCl0dbweVRsx+HaZpELKxkm+pL8xVPnaHU0mh2NvliYP3vsNJP9CQYSYU7MrXNgzOILj5yk0uxQqbdpdXXK9TZX1/PUWh0s2yFTadDqaPi9KucX0xwY6+XE3BqmZbvGbcsZPnTLLC/NbzA1mOQ7p+d54pzIUDLCT95ziGKtxTdfmiPs8zK3nseybY7NDHHfwUn+8KvPoxkmM4NJwkEfL15ZYzAVYW49jyJLNDsadx8YJ1Ous2+0D0kQiIV8DKUiPHtxmfmNAh3dxKPI27MqCp9+z2HOLi6QioQoNtpcXs2iGSZ37R/n4UdOUW916Y2HCPs9HJ0ZoqMbrOeqlBptyvW2G2AJEPSqHJoY4NmLy1xezdETDXDr7Ah+r4pp2tw0OcChif4dPfitYpVrW0Wy5QaqLDE9mGK8L/aGB5g3GhuFGnNrOWrtDvObRcZ6YxyeHKDVNfjWqavMb+YxLYdjs0McvTuJrNosd3JUDFfZRxFlLlQXmAn10+ON0LV0FEHmSGycqBLgXHmVI/FxRrwpZEkkGfbzsTv3c2UtR8jvwSPJ7B3uxXYs7to/ykAijCJJPH1x6bp22rZNudFGkkTmN/J84OgMS+kSsihw36Fxwn4v55cyGJbFmYUtdMNCkSTG+uKEfR4s22Y5W6LuUfGqMrfuGabe7rqmiIKAsZ2KGA34GEiEKa69uvavYXQ5HBvhVGWFYrfOVKiPp3NXKOtNLMdGt03apsbtqRmupbOMB3uIqAHahkbKE+JMZQVJEBkNJJHFH++O2y7fn+lQP4vNHGfKK3x08OjfaTT/ttkRDNPizx47w1ePX2KrVOP/848fIhz48X1O3XDDMb/927/Nb/7mb+I4Dn/6p3/KxYsX+amf+in+/M//nHj8u1HdY489xh/+4R9y8uTJnc9kWeaP//iP+Y3f+A38fj9f/OIXefTRRzlw4AAPP/wwP/uzP/t27NIubzGapvH7v//7O/9+kKzsm4Hfq7JvrI+1fBndsBhORWlrBpVGh5DXg1eR8SgyAa+CLInbRcNe2pqBbTtMDiQpN9q0TW1nqn7AGyOuBvknU+/jH00+wG2JKcaDvXxm7E58ksK5yirDsRiKKjISj3E4Nka6WNt5+b44t8bFlTTnltMsZ8tc2yzy+LkFDo71cvzSys6swCvRTYuvv3CF9Xz1DT0+yUiAwWSEWNBHKOChJxpkvDfOgfE+Dk/285n7D9MbCSJLEmv5KrZj0+q6zstd3cCrKlRbbr6/LItUmx1UWdoecZcQBAHTsml2dRodDVWWAYeBRJh0qUa6WGcpU8A0TTTDQhAEvB7ZNXVbSiNJIuN9MXKVFheXM6xkSgR9HhRFYigV4fjcKplyg0jQS7XZYawvzmq2QrbcoKub22lADoIgUKy1OL+4RdCnUmq0SYQCdHWDYq1NtlznmyfnCHu9LGfK26k7UG12OT63hqpI5KtNeuNhvnP6GoZlsZwpo8oS5UaLrm7w7MVlJvsTPHrancJeTJcoVFvMbxbJ11rU210a7S6WZVNtdfniU+c4MjVMvaNxbaPARqHKkekhvv3SVZazZbLVJuVGm1K9zSOn5inXO3Q0gyurORbTJZ65sExXN4kF/fzx3x6n2uwiy6L73cVlLq1mEEQ4cWWVE1dW0Q2Ta5sFvnVqnvmNArVWl0KtxfErqzxxbpF6u/uDL5Z3MF3NYC1fBlGg1tLYP9rLiSurxEI+vnN6nq1ijYDXQ8CrML+WR6vAZKSXuBJAtwwy7QrZTo3PTd5PxWjxrfRZHslc4Jvps6y1igz43WfCRquEIzr8g/sP89SFJZ46v8SZhU0ur2Z55sISK7kK+8b6mRpM4fd6aOsm+UqTTKnO3HqO+fU8pXobTTeJ+D3IkoiNg09V+KcP3YkkiDxych5JEkGAkE9lNVcmXapRrre4tlVAVWS6mptWV663OTozRH8izIGxXkJ+D+GAl1jQy7GZISRB4OB436uOlySInKms8o2t0yQ9Ic5VVrlS2yTfrZPpVMl2qxiOxenSEr2+CF1b5xtbZ7CB6VAfmU6FC9U1Ct3v7yX0SkzT5IUXXtj5Z5rmG3wF7PJ2MBHsQcJNCdrqlP/O6999YJxf+dgdeBSJU/Mb/Oz/+79xbumt8zt4q3ldw3s/qr729xb3vt51PvvZz/LZz372B/7ud37nd/id3/mdV32uKAq/9Eu/xC/90i/9nf/2Lj8edDod/uW//Jc7y5/97Gff8oLwA2P9rOcreGSZnliQlWyZ1UyZnlgQVZUZ642RKdcJej2oiuTq+TsQC/o4OjNEudskoHhIqCHumZgl063yVP4yxW6DsUAP+6JDHIwOk2vXqRktYmoASRS4tX8CqaHy1cfnkCWRmybDFKotwE3BmOxPIooCC1tFAh4VzbC4tJ79vgrbW8Ua6VKN6cHkG3ZsJFHk2MwQtVYHURCIBnxUWx1qzS7JiB9VlvjfvvY8umVxdGaIfaN9PHp6noBXpdnu7kiMAiiyhGnZWLbDpZUMdx0Y5+zCFvWO27lsd3WS0SATfXFaXZ1mR8d2HDLlBj5VpdrsEvJ5qDbd31u2w/xGgdv3jvDNk1cxbduts7AsAqpCva1hmDaVZhvDtFAkkbDfw/xGgWjQy2q2Ql88zHq+gmm5efxXN/M8dPt+jl9eZSARIlups3ekhxfm1lBkCQfobssxhnweGh2NbLnOXfvH3VmIZhsch4DPw8JWkYFEGNNyfRA0w9xJ/5nfzHN4cpBzS1t0NFdS0rJsmqZOyO+hXG9RbbWxHHe2pNxsMxAPs5GvUmt1UWW3niFXaRAP+d1R32ub3Dw9SFd33V4dx01lG0xEqDW7BDwdYkF3FidTbjCYjLCcKdMfD7GcLTM9mOLFq+uY1qvfIZlyg8WtIkemh96wa+vNQlVV5O3jIwjiTtGg4zg4Dq8qIizWWjxzcYlTVzeY28hTa3Z4z02T/Non7iFTbjA70stob4y1bIVstUFbM1hbqXPbwSGakUEuVtYYD/XgOA7fSZ/Hth2mQv1YjoUqykiiwP9YO8HhuKso1LUM8tUm8xsFkuEAPo9CNOjDtG1OX9tgdriHrm6iGSbSdnCaLtV26kwcHCzbwedR8KoKE31x9gykuLia5fxyGsdxWM1X6OoGx2aGuWPvKMevrFFvawR9KpvFKj/9wBHK9TbVVpeOpnNwrJ9Y2EezrdPRdGJBP4ZtY1kWYa3zqmOs2QYLjSyGZZLyhnkidwnLsVFECduxkRBpW+792zS7KIJEQPFwqbrOgwOH8YgKmU6VTLdKv/+HCwCYpnmdROjhw4eR5RsqOWKXH4FXpgS9VFphyP/6i8Vf5tDEAP/TZ+7nv3ztOFulOr/0e1/isx+8hX/ykdtfdz3WO4XXdcXv27fv71wgIQgCV65c+ZEatcsu73SCPpW7D4zzyMmrDCRC3LV/jOV0mWTUz/946jxHZoYoNzs02l2ctkM05CeW9HJ4epB0scbwRJC+YIBSt8nF6jrPF64BDpIgcbm+QaZboao1GQ4keV/fISQkctUalWWb5y66bp6zwz2kIgG+8twFGh2NgNdDva3RFwtx94Ex1nJV2pqB45r3IooCtu1cFxA4sNPhfiNJRYN8+JZZ1gtV1nIVBAF6oiE03eCpC4uM98eJhfzMDvcQ9ns4u7hFud7C71XRdINo0Eezo7N3uJdSvUWzo1FpdlAUhY/cvpd8pUW9pREJerltzwjNjsZavkpfPESroyOJEs621KogCNelZ7U1A1WWaXX1nWNgWW5x7cs/u75T+931nes+BccB03IQBTAta6dANxTwsLBVIOBTsWx32xYOXlWm3dVpdQ0UScSjyNTbXQRB2DkP1iv+tu1Aq6Ntp/x0Xe32trbzvLYdZ6fo2tqeaTAtG0030Q2Tid44i5mi6yMhfHeblu3+trk9A+N+LWDjFnK/3CbNMAkHPAiCu33DsCjV24z2xHAcSJdqO8fxlaiKhN+jUGm0aLQ7yIKIIIl0dINGS8OjyiRCgZ1ampf3O1OuY5gWsaCXrmm5xleKTDLsJ1OqUe/oeGSZoE9FEgQ008LBwbZBFB06uoVHlvCpMs2d4ywgCCKGZSEgIIjuebNtG0WS8SgCYjCJjcPl1Rwdw8CnyvhVlXKzQ73dwTQtxvoSOA5opkG55ua8v/fmaT5y+z5UScRyHB4/t8gzF5boaCZtzWDvSC83TQxwZnGTRqeLYdscjAyT9IRYbRUY8Sf5b6vP0jA6OEDCE8JwLJbreWJqgK12mZLW4D3J/TxxdpHhVJR6u0t/PMxwKkqx1iQeDvDo6XkOTvRTqrXQDYvR3hjNro5tO5QbLTaLVfrjES6v1YgH/Wi6yZVMjmKtxWAizOxIL21NJ19pUm93GUxECPk9mJaFV5E5OjXE0xeWEBAwLVec4KVrmxydGWJmMEm20uTqRp7J/gQHxvq5drn4qmtipZmna+kcjU9S1ppIgoRHUvBICqLgzphqtknH0ulYOlFvDAGoGW0KWpNBf5xsp4ZuvbbX0C7vHma2U4JOl5b4iaG/W0rQywynovw/f+79fPGpc5y4ssbDj5zkyXOL/E+ffg+37R19E1r99nDDOAbvssuPGx5FQRQF1vJVdMNCVSROzq3zwJFpnj6/xOGJfnTLptroMJAIc9eBMU5f2yDo8yBKguvmK8BL5SUEQBIkurZrzuPgsNkpE/MEyXdrBGUvZa2DaTj4VJmD4/3cumeYiysZSo02AgKqLGHbNlc38ng9bid3PV9l32gvkijQNcydTmq11UEzLPpiQeJBVyUoW26wki2RKdfxKArTg0mGUhH8ntd2+f5hRII+DgZ9HBzv3/nMcRwOjPdTa3aotbsUqk1URebjd+7nkVNXaba7aIZJLOTnpskBBpMRltJFN5hxHNZyZcb740wPJCnVWyTCPs4tbhHyewn5PEQDXkzTJhnxc84wURWJjm6QigQp1VtIosBAIsRWsUYyEiRXqW+fSzevPhbyIQrg9yj0xkIkQnU8srg906AxnIry9IVFvKrCofF+RFEg4vdSb2kMJiOUGm08ikw04OXoniFK1RaRoI/bZkeZ6Ivh9ypsFGq8tLCJqkh0NYNEKIBPlbllzzDvOzJD0KdSrLVYTpe4sJIhFvKRrzbpT4SxbYfb9wyTrzWRRRHDdkgXq1QbXVRFZrwvTjTg471HpijW2qiKRKbSoFhr70QwiiSSjASJBbyU6m3iIR8fv+sAR6cGCW6ni+iGxb0Hx/F53JS2arOLg5vzbZoWoiRSb3XRDIu5tSzDPVGmBlIIuAFAyKuSr7W4spYnXWqQjAQI+FRkQcCrKmyVagS9HkzbwbItIgEfsiSR2R69Dvm8eBWZC6sZRntidHSD5y6tsJotE/Z7uX3vKNODCc4upZFFkQNjfVxYyXBhJYMADKci3HfTFGvZChdW0sxvFAj6Ve47NEUi5OexMwsIIkSDPkZ74hwY6+XKeo4Tl1fRtmeA9g73MjWU4oUrK9y2d4zNQo1nLi5xfjmDV5WJBnwUak1SkSAfOLaH5y6toBsmsiThVV1n6/PLafYMpRjriXFwoo+a2eR8rUBY9eETFS5UVzFsi5DiQ7NNNtsl4mqQPl+UQreGV1QIyl4qRotDE/1Egz403aTe6bJZrJEMB8iU63gVmanBBD5VYTFdRDdNwn4Pl1azbBSqjPfFAYdbZ4bd68hxqLe6HJoY4MJymheurFFrdxjtiTE1mMS2bX72gSN88emzjPUluLSaxe9R0QwTLJjoTzCUjFBvazS728FDp8vxy2uM9cb43B3Xm2s6jkPXMtBtk35fDFkQ6fGGSbfLVC0DG3cmwC978EkqPkkl7gnQNQ1mw4MsNrIM+eM4jkNEfXPND3e58ZkI9qIKEgW9wUqrwESw50fajt+j8LkP3sKhiX7+++NnWcmW+eX//BUeODzFr3/qXgYSkR++kRucG8YxeJddftzweWR6oyH+4skz/MpP3M3j5xY5s7iFadt87I59gIBl23Q1k/VChZV0if2jfdTbGjElwGarhGab+CQvomBg2hZ+SXVzzbsNFEEi06kSVrzMNzL8RP8tLE40uHl6kP54mD/+2xP4VAXHdgj4VBzHodrS3BSV9RwHxwdQFYlUJMC3TpXoaCaS6MpUDqcitLsG7z8yw1DK7Wg/dWEZw7R29m+jUGWiL87dB8beMLMxQRCIBn076jKW7Y4uH50e4uB4H+cXN2l2dXpjEaJBH9c288RCPlRZIh72c2i8n81ClVZbwzRNmh0dBAFVlRiIu6OXo71xaq2Om1YkyxiWjiKJhLwqkiQynIrx5PlF7jkwwbdfapAI+9FNi45uUKw2+ZkHbqajmzgOvOfwJCG/h+mhFB3NJBH2k6vU6Y25Kk/VZpubJgcJ+T3cPjvKxdUMM4Mprqzl6YuHuOvABKoikS7VeOSleQzDYt9YL4cnBtwO22aR4Z4ofs80S9kSF5auYDsOo70xDo730xMLEvJ5KNRavOemKRrtLl3DpNxoU2l28KsKM0NuWkk87KfR0ljYKnBlIwcOxEM+PnXPITYKFb56/DLJSID3H5kmV2lyZT3H4clBemMh0qUGD3/7FJZtc3RqiAMT/RimyVquysXVjPv3Gh2CPpV7D04Q9ntIlxsMJiK89/A0cxsFHv7Wi1iOW5sxmIxQa7mdykdOzbOUKeL3KNx1YJyZwRT98TAPf+cUq5kyg6kIjgMBr8KB0X6+cXKOoE/hfUf2cPf+Uc4vZ/gvXz8BgCpLpEt15jfzHJke4sPHZnFw+ONvnGA1W8GryoR8HiIBH3/x5FkkQWQxU6SjGXhUma8+f4m+eJjhVIRKo8PF5QyO7VBvdXjp2gbVlpuO1tEM5jeL7B3p4a794/zJd05xx74xNzdeN8mUG4hCldnhFNlKg5VsmZVMiVQshLotvRkP+2m0NZYyRf75T97JvLXB1fQCsiByOD7Oi8UF+vwxiloDy7Hp2u4Id8fUOZaYYKmRZSSQIuUNU+40CflUGm0NURToiYbwyBLlRod8pUl/IoJXVfjT77xEqdHm43cdoC8ecs/n9BAeVWZpq4QkiQiiyHh/glpL49Ez17Bth1qri2lZnFvOsJQt8+Ats+imyS9+6DZUWeIbL8whCFBrdjk6M8T5pS1Ozq9Ta2nEQz5mh3vYP9pHq6OxWarx+Jlr3PU9932PN0JY8bEvMoBu25wqLTEd7qNjujNJZb1F29IISl5uSUyy3nTrIqZDfXx94yVsZ5iEJ0S+U2fQ3yas7AYD71ZUUWYy2MtcI82LxYUfOQh4maPTQ+wd7uHrL1zhyXNLPHFukWcvrfCTdx/kcx+6hVTkRzOxvRF40xLgOp0OPt9ry8Ttssu7Ab/HNdpJRYKs5cpsFircdWCcZkfjb1+cQxElZkd6GO2LMdwTwXYELixnuH3fGCGfl7RuYTs22W6FhBqkY+muY/D2kG3L0gEHRZBpGG1Cio/N/AbpUp3JgSTFWotwwMtob5x6u4vtOCTDfje1BLh5aoCzi2nW8hU+ett+5jZyzK3nEQVAgF/4wFH2j/WhSBLHr6xhmBaW7aaSCIKAV5VZzpYZSEQ48BqFfm8Ekigiedx0kIPj/UhaHdMRGBwaIuL3cmC8j3qry0/ccYC5jTzHL6/Q6upM9Me579AUa/kyuXLTTS8J+5kd6WF6IMVmsUqzozO3nqfZ0fB5ZO45OMlIb5Qrq1lGe2PYtsP7j8yQLtVYy1cJej30xcPkKk1002ItVyZTbiBLInfuG2MgEWajUGX/aB9feuY8kigy0Z8gV2lQbrRwHIdkJMBjpxcYSIaZ6k+QKde5sJxmo1Cj2urgOHBqYZP33DRJxO/hgSPTdA2TuY08F5bTeBQFXTdY2CqSLtb5+F378Soydx8YZz1X4cWr68iSyFq+QrurEwv5md8s8oGjM+TKDTTT4pFTV3G2U35Cfg/L6TJ7RlJ8+r6baHV1nru0guM49ESDSJLIw4+coqMbCIJAu6uTLtVZy1d5z00TnJhbpVRvU6i6x7ja7PCXT53jY3fsp9nRuLiSRhREkhE/XcP1bZgcSPDC3DpHpgZ55NQ8xXoL19zZ4MTlNXTDYilTot3R8Xtdg6nFdAlJFKi1utxzcJyvnbjC105cJuRz6zpeTs96uUC8o5tcXMlw575RivU2K9kKouBeT7plEQl6ubKeQzNMhpIRNvJVPIrMRqFGpdlhdjhJodpEEgWGUlG+8vxFxnvjNDs69ZZ7LymyyNX1PHcfGEeRRJYyRSb6Eni3fSNsx2E1V+HOfaNcWM7g96oUKg36ExFXaarRIeTzEA54aHra1LstJEHCwMRybKpGm2mln4Cs0rEMTMfCI8r4JA8b7RIJT4hD0REuVdc56Btj70gfC1tu8XW+0kRVJNbzFWqtLh+8ZQ/PXV6h3tFIRoJky3XCfg9jfXHWc1VOL2zSaGuUG210w+L/8bPv5dJqBhxodXU3NUqW0AyLRlsjX2lSa7r1LM2OhiS5hoR7x3p5/NwipmVhmBYCbnpdplSn1dGZHemh0dGZ3yi86l6fCfYhIHChsk7KG2Ey1Mv5yhqyKOEVVQb9CbqmzrHkJGO+FIv1LJPBPhRBYjYyxIAvRs3sMN9I07Y17u85gFfe9Qx4t7I3MsRcI81LpWU+NXI7yt9TMcrvVfnMew5z94FxvvjUea5u5PnLp87x189f4tP33cRnP3CM2BvsrfNW8CMHAc8//zxPPvkkzWbzusJhy7Ko1+ucPn2aM2fOvCGN3GWXdyqtrsGhyX42CjXuPjDBcxfdlIVjs8N0NZPjV1Z5+sISe0d6uGPfGBu5Kpphkm5U6I/GWG7mkQQJy3EwHOu6bYdkL0lPBFUU6VHDdDWDqxsFWprOaF+ckZ4ooihu68SHqbc1VnMVDNOiPx6mq5vMrecQgOcvr3Bkeoi9I73IkoQsuZHAWG+cxXSJRrtLtdkhV23S0dwOYcjnoTcW5Opmjj3DqbekYErvugWFiZAfSZLoiyv0xcMAHJjo576bJsARiAa9eBSZuw6M0+7qaIaFz6MQ9LmpS/sCfQynYmRKNWrtLj6PQkBVyFQamJaNV5XRDXPHxG1yMMlgIuIqunhUQEeRJAYTEQQBVnNlpgaSJCMBnjy3xP2HpwFnxwwN3M7SzFAPhybc9CefV+H4i1cwLYdqq4NXkbfViuC5i8v8/PuPsbCZZyAZpdxoM5yKopsWIb8HSRQQBYFSo83Y1CDzGwWqrS6qIrGSKWPZNuGAF90wSYQDnF/OcPeBMZ69tOJ2hE0LVZYwTBtZlri4kuUffehWvnFybrv2QODeg5M8duYa9e3ZhbDfi0eVaXZ0Ks02G4UqQa/KwlYRSRJpdd1cec0wubqRJxkO0BMN8diZa3zg6B5S0QCmaVNpdJAEga1SnUqzgyxJ6KaFJIo0tiVbL69mOTw5yFKmxFaxBrhF22u5KrfuGSHi96LpJk+dX+LT9x3euT5My0baLtIVBIGldIlXVm8oskg44KVQbdLVTTqa7hpeqfK25r1bGlGudxBFEb9XpdnR0HWTVlfHo8qYTTcIVwURS3C4spZlejDFlfUcAY/KYCpCtuJKYLY1w1XVwXXAbmsG7a5GTyyE36OSqzaZTiZYamQJRlTadFCRaVkalmOzUM3w3t6DnC6vUDPaaLZJy+wiC35uS0yR7VSJqUGiSgBfQuTiappyo8N6vsLhqQEcB/aO9BDx+yjXt9g73EM85CMe9lOotlhKl7i8mqPV1WlrOkGfK1SQLdW360lsdNPCo7pdBXn72mlrOvFwhKWtEncfHOPaZhGPImGaFtVmh4jfgym4jt/RgJeAT6XZ1VBkmWTET6Veu+6+th2bgtbgUnWdvdFBvrF5hpuiY9zTs5eq0SLbqRFR/dzbs5eiVudUedE1hhJESt0mh2KjHC9eBQSCso+NVolst8pYMPX3et7s8s5lJJAgJHlpWF3OVVa5JTH5hmx3MBnh1z91L1fX8/zN8cssZUr82WOn+dIz5/nEXQf5+fcd3Xawf2fwIwUB3/rWt/j1X//1nUK1VxatAUiSdJ3j7y67vBtptjUGk2HSxRpeVUHTTc4ubXH73lGurudJl+okwn4USWQ5U0Y3LSIBLyuZEjf19BCR/QgI3BQbZb6eRhYkzO1AQBUkkp4QQVkl3amS8IYRHZF4yMehiX7G+6L0RAKcW0pjO26xb77WxKvIeFWZo9NDXNsssJQuMdobQzctNgpuAKIqMnuHe6i3NQq1FpuFKgubRVZy5e31FXweBd002SrVCXhVMuU6qiyRiATeNnOVkM9DyPfqtKTvp/Ec8nsI+b87TdzVTVa3R9DPL6e5vJrb+S4e9PFT9x3imy/OMTPcw1K6SFc3aXQ0HAdSkQAXVtL0REOcX04z0Z9gOVNiIBEm7PdSa3VIhAJk/HWCPneGKFNqYNoOpUaL7z4+3SJWgKvrORLbMzeNtoZpWQS8KkGvitcjIwkilXqHjWINv1flW6euMpCMoG+nbDW3C4QNy6Kr62RKDXLlBj5VodXVkUSBTkej2uoQ9nnIlut4FJnR3hiKJJGtNMhVmy83C0038XncV4YoCixlykQDXmz7u4GOZbvF1plyg4F4mHq7iyRJrOUrjPXGyVYaaIZJbzzIUrp8nfvxy7V7jY7bblkWUWRxx3Dq5d8U6i2iQS+ZcoNCrYVluwXX3+u9IYkimmFeF5xuv7Hc/28HO69V+O4WEzvbxeDOTuNeq0TeccDGlYS1bPtVCjP5aovxvjhLmSKSKGJYNvlqlZDfy2AizFBvmKa3hrAdNKa8YUKyF9tx0LaNAd/bf4CNVonlZh5wuDUxRbpdxsHhWHySYrHN2kqTew9OcnElSzToZbw3zp37xlhOl3BFBUSKtRapSIBEKEDBbrGSKdPoaMRDftqaQb2tEQ14KdRahH0ecKDcaGM70raVn8PUYJKuYeLzKCQiflRZJuRTURWFSquzc30Konvd9kSDbBZqDPdEEYB40I/hu76OqKQ1uFTbYDzYw5niCuOhXp7KX8Yve6gaLWRR4kp9k8ezF/lg301Iosh8Lc1YsIeBQJyvbZ7Ccmzy3Rq93gg9UoTcbhDwrkZEZH90iBdKizyXn3vDgoCXmR3pYc9wikurWb524gpruQp/8eRZvvTMeT5y214++4FbGO394SpVbzc/UhDwJ3/yJ0SjUX7nd34H27b5lV/5Fb785S/T7XZ5+OGHefbZZ/nt3/7tN7ipu+zyzkI3TXqiQQzT5usnLoEgMjWQJOz3sGyY9MVDVBodbNsm5PciCAL5apOx3jgByUNBqzPojxOQPQx4o1ytp8l3a8TUAEcTk0wGesh2a0iI7IkMEnJ87Bvt5fTCJoVqk0jQi2nZGJZFvdVFFAQq7S63zrqFo/HtqctMucFYbwxJFLfdYoVtpSCbF66s4VEkNgoVLNvedhBV6eom+UoD3bSIh/wsZ0qs5avEtyVO34kFU15V5sjUEKois5QukQz7MW2bZDjAcCpKq2vQ3lbVsextNaBtPwBJEsmW3SJQy3Z2JBfz1Sa24xD2ezBsC0036Romna6BZpoIAjsBgL0tN/myUE9bM0iKrmpNRzfczmZHRxBc1SBHcn/Y7ur4PSqmbWNZ9s55sh3AsbdTZQRXEci08CgClu12ci3bNagzLJtKq0ux1uLyWo5owEss7N9RCXJwR2tfRsC9PhzcjuHLvNyhVmXJ7ZQ7IAqgG64Ge7XZYaQnRqZUR9hWZvpeVEW+rkMviQK29d1ln6qgm+6MietwLOy0QXqFVKcoCPREg684V6AbFq12l57xflS5sHPMdcMkHvKTqzZxgHjIT72t0+joRAJeFEki4N3Oud8+Z7bjqi7NDKX4+gtXGEpGCPk85F8OnACPItHVDQJehUQwgCSK7r0Z8O1cGw8EJlG8BldyGaJ9ChYWkiAyHkyx0MjSNjX6ujF6vRFmQu4skl/y0LUMPKLMeKiH1UoVw7K4spbnyXOLxMN+bp4aZLNQxQH+6tmL6KZFteW6bp9Z3OL9R/bQFw/R0Q0OjfeRDPtZypbpGoYr29vsMDmQJBzw0uxomJaNKktUmh2GUlGubRaIBHxsFarcuX8Mw7Qp1ltEAz53YKBUJ1dtUG120AxzWw52EI9H5uap62Vhi1oDVZRoGF2alsZWt4xfdp+BJb153W+XWjlkRKZC/RiOSaFbw3IcREQiiquYFFMDr3GH7/Ju40BkhBdLS8w3sqTbFQZeh3Ts3wVBEDg43s+BsT7m1vOuAeBGgb85fpmvnbjM/TdN8dkP3sKBsTcnXfaN4EcKAhYWFvj5n/957rvvPizLQpIkcrkcDzzwAIcPH+aTn/wkf/RHf8Tv//7vv8HN3WWXdw4+j4pHkSjWW2imjWkZeBV5p5OXKdcRBVe/v9HuslWEVDSA36sSUr1k9BI9njCrzQIJT5hfmJhCFiQ0y+BSdZ0/XXmaqXA/Hx44QlT2YWk2m8UasaDbKa+1uswMpbjv0AQb+apreCWJXNnIs7hV5LbZEaJBV6M/7PfQ7GgIokAiHADcAt1Muc5Yb5zpoR7SpRqqLLOYduX9ZEmkvZ0C8sjJeW7dO0K20uTR0wt8+NZZeqLvvGKpSNBH2OdlajDJWF8MQRDwe1wZT1kSkUWRZlfHq8oYpoUkiXhkmWZHc9WHgq56kIDb+QVXM743FkQWJQaTYS6uZNgq13ngyAytrk444BrFvVyrIcC2ZGoQHAdJELZnE7oosoQouCPxoigwnIoS9KqUGy0GkxFEQUCWREzLRhQFTMtBkSQMwyS1XUT8SoMuSRTwexQM06IvFuJ4V0eVXd+KgEcl6PO4bcN1et7uT9PWDG6eGmCzWHN15p3vdsJ10x0trjQ6jPXFsCybZCRAudGh3uoylIxwYTnNRF98x3kZ3AAiEvDiVxU37cRwU0uSkQCZcgNBcNNRIgEvuUqTsN/DwfF+BMENXB2BndF4SRSIBrzsHe2lUG0R9Kq0ujqGZSHLHqrNDuO98Z30I82wMC2bWNBHTzRIZTulZWFTc8/VzVNcWE5j2TYBnwfDsNAMk9nhHtevQTfpjQUZTES4sp5HkkQsy2akJ7oTNO4ZThL0e3lhbpVo0M/McIqbJwdJhP1cKLUp1FskeuOAQNc2GPQltjX84VRpiYCsIiDQ541yc2yc0UCSmt5hpZ7D74RcZ17bbVemVKdYa+FRZE5d2yAS9LpO5hWZfaN96KZJx9B5/9EZnr24wsJWkXjYzz/+8K30xsOs58r0RIO0urqrrLScZjFdcmdWJJGZwSTPXV5hrDfOVqmOblksbBVRZZlrmwV002LPcIq794/z+NkFHMcN7gzTZs9QD2Oe64O/rmWgWwYt2yDhCbLeyiMIIpbzan+J9WaRw/ExmlaXblfnzuQMx4vXWGnmuDk2zlLDdRPu80bfyEfDLu9AwoqPyWAvi80sT+Qu8XPj97wpf0cQBPaN9rJvtJflTIlvnbzK+eUMT5xb5IlzixybGeZzH7yF2/eO/EhypW8mP1IQoGkaw8PDgJv6Mzw8zPz8PA888ACSJPHRj36Uv/iLv3hDG7rLLu80fB4FVVFodd1UjqFUFBHXSTRTbmA7jjui6ziYtjsimS666TW5UpNIys9frj6PZpuMB3qYcwxOFhcxbIuRQJKPDt2CZhk8m73MralpoloYn6qwnndHBTXDLY7siwdZy9WIBDyYlmt+FQv6yJQbPHB4ihNXVrEdh45u0BsLEQv66IsH0U238yKJMNYbJVuuuUWu9Tai6I5GP3jbLFtFNzi4spZjdqSHYq3FUrr4jgwCwA1u/N7r0xUkyU1N2T/Wuy0fGqDa7OBTFSRR3O4s9W5LrvaRqzSQJckdRXfcjvhQMopXVbAch5DPg26aDMTD7ghto72j/y8IbvpRXyzkFsY60BsNbo/4K6iKjCSJ+DwK0wNJwkEv/+cjL3LrnhGeOLdAIuQnU2ngkSVwHGzb5tDUIJZlMZiMsDVfRxLdznLY70WWJARRoDcWIhUN7uSzL6YLHBzr4+mLy6C6aWCdbdMwUXB9KNZyFSIBr+vRIIkgCAwmwyRCfrczWq679RTJKGeWLuP3qrw0v877bp6m2uqyXqiSLrnt8XlUxnrjCMCHbpnl2y/N02hrjPUnqLe66KbJAzdPc2Uti0eVmRpIcMe+UcDhJ+85xKlr6+QrLTyqwsGJft53ZIaldJFau8s//shtPH52gdWsWxPTbHf56J37yVdbPHN+iUTYnRX7yG17SUWDXFrOkCnXuX3fKKlwkIPbI+XHr6xhWm661Z6hHqYGEjx7aZmP3rGfZNjHRqHKPQfHqba6RAM++mJBurqbkhT0qrR1g1/84K1ohusTsJotc2JulZHeCJ/cf4Sz7UV65QgrjTwbrSLvH7iJutHBKylk2hVUSSEge9nqlAgrfoKyl5al0anKRINemh19R7a13OjQH3eVnWRR5MHbZpkd6eHiSpZsuc6Dt87y9IVlKo02Ib+H2/aMUG9rPHHuLEGf6srEhvycXdxirDdOo9PFtFxBgXSxxh17xyg3Wgz3xFjYLPKy2lki7OfKep4TV9YwLZv+eBhZkrhr/xiG4UqTStb17ryKKNO1LZpGlx5fmKalEVH8SMJ3DUcFQBVkupaxHexZBBUvS40s+yKD5Lo1NjvuDMJoIEXvbhCwC3AkPsZiM8vJ4iIfGzxGWH1zBWsm+hP8yk/cRbpY49unr3Hy6jovXdvgpWsbHBjr459+9A7u2Dt6wwQDP1IQkEgkqFQqO8uDg4MsLS3tLEciEYrFV5uB7LLLu43BZBifojDSE6M/HqKtG+i6tdPR7GgGXd3cHiWzEES3ExoMqjxbvsZGu8RUqI+I6uPL6y+6uccINM0um60SRxLjBBUvl6rr3BM4QFsziGwXhFaEDgGPim5a9MaCVJsd0qU6kYCHRCSAJAgYpsVDt++nq+sYls1QMsqB8T4CHpVvnrqKV5XZLNT5+okrPHjbPiqNNoVaE79XxavIlOoturpJqd4mU6pxdHoQIRJgNVfh6MwQ6jvQgTMZDaDI0nVyqABd3eI9N01yfilNudFmMBmh3GgjCgKHJkZpdHSK9RYfumUP33lpHk03MCybgNfD3pFepgaSGJbFzGCKLU+dp84t8vE7D/Di1XUCXpWVbJm2ptMbDfHA4SmSkQDFapNSq8OxmWHG+uJs5KuIIoz2xrl9doTp4R6wbT5650FOXl3nPYcmWcy4Uo/VZoeRVJTJgQSxoI9UJEA44KXR0XZmhvpiQYJ+D7fNDrNVrPDQrXuJBXxcWc+RKzeZHerhE3ce4PTCpqscYwrcOjvCLTPDlBttPnL7Xq6u57m8msMwbUb7osSCPlpdg6FkhI5mcGx6iHDIi26aXF3PI8syvfEgB8b6OTjWz7mlLTaKVURcJZ5bZocJeT3EQz5OXdtE0w1+4q4DjPXGWM6Uqbc6fO4Dxzgw1g+CjWU5fPS2We4/PEm95fohRAK+7RkIt+ZGMyyGElFM20JVZAYSYaI+lUKjw7GZQQzLRsSdvQv6VI5ND24HPAKqLGPZFhM9ET54dA+aYe7MxDQ7OvcemiAZ8VNvaWQqDXTdIhbyIQnQ0U0My6ZYbeH1ypQbHU5f28DnUfkfz5zHtGw6msGFZYUHOlM8dMdRvH6Zr2++xF09szSNDo9nLlAx2ui26Zq1CSJHYhMcjo3S642QaVfQLdekLRkJ8MFjM8ytFxhMhgn7PHzmvpsI+71cXstydSOPT1XYP9rHi3PrtHWDsZ4YU0Mpzi2nef7yKtL2bMtypoSAwEO37+P8cppf+vAdlBptGu0uHkXmwlKa9x+d4cTcOlvFKsVai6DPQyoa5MjUICvZMgtbBT5510HKjTaaYVJrdWl2NPqD16v2xNQAMdPPheoaB6LDJNXQzrNOEcTtuia3RiPlC1PRmuyPDOOXVc5X1vjwwM08mbuMYZt8YPAI9/bs3VUG2gWAQV+cPm+UbLfKE7nLfHz42FvydweSET73wVv42B37eezMNZ69uMKl1Sz//A/+mkMT/fzyQ3fcEKZjP9Ib+ujRo3zpS1/i4x//OMlkkpmZGb72ta/Rbrfx+/2cPn2aaDT6Bjd1l11eH+FwmJWVleuW3y7aXYOpoSSruQqqLNIXT9DVDAYSYdKlOg6ueZLjOOSqTW7dM0y7a6ApOplKFa+kEFODPF+YR7ONnfSAlqnhFRXOlFZ4cOBmThQXuMNvkS3Xqbe7JMIBDNOiNx5iI19lciCJKAo7ObpiocZob4yAV+WW2RGCHoXZ0R4kUcTnUWltO7EGvSpPnlsiFvKzWajywtwKAa93W2XFx0a+QjIcwKPIeL0qouiakqUiATpdHTX4DgwCwgFumujn9LXN6wpB7e38/3/84G1sFKqs5ioICCTCfqrtLtVGm30jvaxkKtw0OcA9B8cRRdHd3uQAANGAj3sPTbBVqFFudBAl+IX3H6XW6lJva8iSRNjvIR70EfB7SBdr6KZNNOAl6HeLni3LJhTwEgv6kER3pPRjET+zIykypTqHJga2pTIFFFnG9ZwT6XTddKIjM0N0uoarXCMK9EWDIEKroxPye9k71uO2p9VFlWVS0SDvPzpNfbvQOOhT8cgSbc2g2tJ4/9EZPnb7XrqmA46NZYNhmjhAyKcSD/vxeVRmBlM02hqO40qTej2uOdite4ZpaBoCAgGPQijgxe9R2T/ex/uPzgACvm21ptoeDVEQiEf8eBVlR/o25Pe8ZkF6o6OhGxZ+j1vM/r2k4m7tSrbcYG49y9XNIomQn2yl7qpGqSpeWSLmhbFkkAN79yBt/516y5UmjQZ9iKJANBhgo1Djb05coqu7nhuGaRIN+hjpjXFtq8j+0V68qsrzl1fd1KhUlNRQANt2Z2xaRZuhySC245DwhPjG1hmymquk8/K1aDo2y80sw/44w/4E/f4o/j1+JMFVZto/3kdvLMRT55ewLIdMuc4n7z5Io625ssXNDv2JMOeWtpgedE31fAWV5UwJx3HQTYtKs0NvNEhHN3jp2gYhv4cTc26bmx0Nj6JweGqQlVyFfLVBq6ujKjId3SBXbpC2axwY76PdNUiGg5Qa7R3FqEjAx1q2wNFXnIe4GmBK6qNhdvnL1eM8NHSEk8UF6kaHoOyjZXYJKz5EQeT2xDTz9TQODlW9TVFrIAkCPz92DwuNLAeiw/S/jtxvj8fDr/3ar123vMuPHwICtyYm+drWaZ7OX+YD/Qfxy2/duU6E/XzmPYd3ZjefPr/EheUMv/yfv8L7j0zzrz79nrfVZ+BHekP/0i/9Ep/+9Kd53/vexxNPPMFP/uRP8vDDD/OJT3yCgYEBXnjhBT75yU++0W3dZZfXhSiKjI2Nvd3NAGAhXSQe9JOI+Al4PWwWqoz0Rrl5ahDLdlxFHtvB51E4Mj1IbzyIaduYtjsK7ZVUSloDSZAQBRHDsXAAy7HQHQvHhrLRYirYi2i7HTNFdqX67jk0gd+jcmk1Q7pY49jMMCGfZ0dDPhLwcteBcVJhP/mamxYR8HkxLIugV+XQeB+1dpegT0GRXeWhqcEeLq9mSYTdoMBxIODzoBsmUwNJHjuzwNX1PAfGXNOzvliIWNBLJOjfUbq50REEgZsmBwj5PFxZy1Nru8ZiUwNJ9gz1EAv5GOmNc9eB765Tb3V56vwi6XKDRMRNLTEsB4/obmuk5/pOSSz4+vSkX2+Btdfj4dD4AIfGB17ze8uyuHDhAnbX5vDs4Z2O7FtJyPfaKk0APbxaUi/sv/73Pq9K5Ht0uF82lft+2JZNpdmmVHfrDWJBH7ppubKgivv6S5fqfOf0PF3dpDca5PiVVbKVBqIgbDsse1lZz1JrpZiZmiSdL3N6fovzy2kM02Z6KMntsyM0uzpnF7cYSESYW8vhOA7jAwkEQUAURO6YHcEwLBzBdeT+8K2z5CtN1vJVTMsiHg7gs1UCssreyBAeUWalWbguEBUACREbuFBd54HeA9TNDrYDj51ZYCAeJuBRObu4tZ2GIxL2e1jPV7m0mmWiP+Ea32kGAa9KWzPoT4RZ2CpgWs5Okbpl23R0A5+qsFWs8YGje0iXaixnytupbiIzQymK9RYhn5e1XIWw34sgSdx1YIxI0LftL+BQ73RJl+quo3HAR8jv4VrxeonQstZCF01My+aO1DSL9SzHEpNEFD+Zbg2fpCAgsC8yhI3NT43ezlqjwFfSp5gIptBtC0mUUUWZ6WA/rwdBEHYHK98lTAR7SaghSnqDJ3KXeWjwyFvehkjAy6fvu4kPHJ3hkVPzPHV+iUfPLHBibo1f+8Q9fPLug2/L+/FHCgL27dvHn//5n/OFL3yBeDxOPB7nt37rt/jd3/1d1tbWuOWWW/j1X//1N7qtu+zyjkIzTNZyFcZ6Y9w6M0yp0UY3TRwbCrUmd+4fI+T1kK816egG6WKNfKVJyOvhZk+KsOIjLQjotoEkijtSn+Dm0ApARW9S1prcnpyCmmtz7jgO00MpCtUW9XaJrmFy976xnRqEQ+MDSJLARr7KSqbMQCJAJOCh0mzzt0+dpbtdMxDZNhqbHeml1uwSDfnojYd30gHKjRLDqSir2RLvucktnCzW23hVmXjIzxNnF6h3NAYTEQaSYYaSUSb74zuGTooiEwv58So33myBIknsGe5hoi9OSzdQRJHAa8iPvkw44OX+w1Os5arbHSqb4Z4o431xemM3hmb0K/1cftwxLZu59RzLmRKmZePzKHQ0g0y5jk9VdoK6sb4Y55ezdHUTedtT4+WaCNtxSJdcSVdZUcg3Nc4tZzh9bZNWV6dQbbJeqBHwqfwf3z6FZlis5ytUmh0+dc8h0qU6X33+EoPJCJMDCfYO9zDWG0Mz3NqGJ88usFWqE/R58CgST5xbYLQ3TFxTmAz2UNFbhFUfhW2J1B5PmP3RYcKyD9OxiMh+QrKXglZjc6XFJ7aj0q+fuMJqrkKj3SUS9HLvwUny1SaWbZOtNIgGvciSwGAywuJWkbHeGLVWl3jYv/N8UWUJy3ZQFYlcxVX3mR5MYZgWDg4RvysoIEsie0d6WEwXCfu93Dw9yOW1HGvZMqLoeon0x0McnOhnKV3iyN1DPH9phT090evOV9vU6EoGp8pLDPpj7I8M0+MNMxsexLQttjpl1ttF1ttFdMvgRGGBjw4dYSrYS8IboqjV8UoKHx68mahnVxlol+sREbg9Mck3Mud4PHuJ+3v3E3gLZwNeSTTo4x/cf5g794/yZ4+eYS1f4d/998fZKFT5F5+89y1vz4/89j18+DB/8Ad/sLP80z/90/zkT/4k3W73bU2/2GWXG4WXX6iGZXF+KYODjU9RaLS7CIg8fX4JB1dvuKsZiKKrMJAr1bFFh33hIdZaRfp9cY4X5hnyx1lru7U2IdmHbpsYjkXSEyQqB8g7dW7fO4JXVXhhbo2O7o6s+VSZk/PreFWFeMjHaq5Mo90lGvTREwvS6dosZkp84VsvMjvSgyyJrOcrOA6s56vcf9MUAa+KZdn0xUK878gMC5tFKs0OtVaHif7EtsKKiWGafPKu/WQrTVLRIMM9MdJFN9i4sppj70gPW8UaW8UaY/1xpgdTHJsZZmp7xPRGQ1Fkoq8zSAltOxgfGO/bkQ7d5c3FdbA2kGXpuvqT1WyZC8sZrm7k8agSYa+Hha0iPo9Ko6Nh2TbPXlrhfTdPM7eeJxzwMJCIsJItX7f9rm4Q8nqQE3E2izWOX14lEfajG65p20O37+Xp80tuOpIs4VVlJvrjnFnYQjNNfvGDt7CarbBRrKHrJqu5CrfvHXVrcEyb+2+aclW2NJ10sc7IpJvv7pUV+n0xpoK9dEyNfn+MEX+S85U1qnoLQRCYDQ8yHuph1J/kmxfPEPZ7ue/QJJMDcURBpNZqM5CMsFWsMtGfZDEaxDAtxnrjFKotxvsTXNssUG50iAV9iIKAR3FrYcJ+L9Wmq/mvyhKmbVNutMlXWwwlIoz2xlBliWy5QSoSZHY4xXAqysm5NSqtLh5VYSQVYSARZjFdZG4tz/6xPp45v8ThqSECRve646yKMpplcltyiqbZZbmZ43JtA5+kstDMMhXsYyrUy2I9BwL0+aKcLC7yvoGDKILEYiNH29To8dwYAfcuNx7T4QGSpSWKeoNHMxffstqA78dIT4zf/OkH+M7peb7y3CX+9NHTRAM+PvvBW97SdgjOazml/BB+4Rd+gV/+5V/mjjvueM3vH3vsMf7Df/gPPPLII3/vBt7IzM3N7dRB7N279+1uzhtCtQqxV2QuVCrwvTOmlmVx7tw5wA0G347UgncKJy6vkinXOTG3xpGpIU4vblJrdri6USAZ9jPcE0WWJCb749w0MUCzrRGJebkkLHNrfJK5xhZNvcPXtk6jOyY9ngiGbdKxDBpmh5lQP3ckZ0h6gnR0iymG+PrxyxiWhW5a2NsSk+K2/OTdB8ZJRYNEAyqlRhfbdgj7vXR1t0DZlREV0AxrRx0I2JGddLXn3fSldldH23aeffLcIpbjsG+kl4urWU5eXUcQYCgZ4cBoPwfGe2l0dHKVBgfG+hBF8budN0lEFFz1HZ9XodbUEAR3+rTd1ZEkiYjfQ0c30AwT03JNlYJeZUfaUVVkPKorbenYbp2FLAoIooBlORiWhUeW8Xll17W14zq5elUZWRRp6+5oq0+VMW2bVkdHkWUCXgWvLKFbrt6+YVrbgZWCYdk4jqvJL4hgWQ6yJGE7Npbt4FVlHMdVgwLwqO7sjW5asC1raVgWIZ+HzraGvyQIeLclO3XTlboMeNy0Ddt28KquRGitreNT3Y6vYdv4FBnDstF0EwTXvEszbSTBzYlVFddczLBMREnENCys7Ue/KAoEvSq1VpeuYRH0us7KLc2go5nIkogqS64avyMgitDSdAREPIqET1VodjRamrFt2KZSqLVQFRm/R8E0TGwBdMM9hl6PjCJJtDWNeNBPpdWlqxv4VJVwQKXRciVYW5qOT1UQgKamo0giiizT1nRkUcTrkelqrspM2O8qXzU7BqbtnmuvR97xyTBM262REN0OLQIokohHcY3TuppBLORDMyyaHQ2fqhAOqJQaHcTtYK7W7BAKeJFEEQEBQQDbgbBPpVhv4zgOQb87qt9sa6zkyjRaOn3xIH3xMLphols2HllyHZ9FEdNyC5VFwLQdyv4yNbNNUPFxvrwCgkBFb9Lvj/O3m6cxHRuPKOORFMYCPUQVH4fj48TKUU5d20KWRCb74/REQ9iOe7/KkoRhmqxlK7S6GgOpKIIjkIz62cjXWM9XSEUDPHZmAUVy7yHLtnfcrg+NDxAL+VjcKjA70ksy4jo/K4rEtY0CACM9EZodnTOLW0z0JUDAvRfBlU1dyzA1kCRbrjM1lGJUFfjwB+/ceU7WshscNws0jQ6LzRwrzQIBSXUdkq0uiiAzFkgxGerjG+kzlLQGvd4Inxm9k5js51RlmUynykcHj3BbahrxFapC71Teqe/Zl/tF65UGncjrS3t8q1hsZvna1mk8osz/eujThNUbo33feWmeLz97EYBv/Lt/RH/8rRtIf11DXJ1O5zo1oJMnT/L+97+f0dFXVzbbts1zzz1HOp1+41q5yy5/B+r1+nWO1RcuXHjbZqemh1K8cHXdVQCSJS6vZOiNhemPh+iJBtnIV8lXm7x4dY1Ks0O50ebDH5gkX63TjWjE5ACD3jj/NBDnTHmFbKdKWW+iiCKHY2OMBlL81fqL/F/3fJhsu8xWu0qu2iRbbmyruZgokkRfLITPo/DIqavcf3iar5/YpNbqMt4X56Vrm3Q1g1DA7Wh/8NgeDNPh7MImlu1gWhbTg0kW00VXfnGsD1WW6OgGJ66sccueYc4sbnFsZpjjV1a5vJpDkUQiQR+ruQrL6TJr+TIBr4eZoSRnFrZ47tIKkaAXTbfweWRu2TPMeq7CVqnOzFCKU/Mb9MXDfOjYDJV6G2nb9fXM4halWpNb9oywmC7S6uokwn4M0035CAc8fP3EHLGgl7sPThALenEcAdM02DPcw5WLeU7Ob1CoNjEsi/sPTTGYjHBto0AwoGLbuLKSrS66aXHz1CB37h/Hr8q8cHWNtVyFZkdDFEWmB5NYlk044OXaep5DU4NcXc9vG77FsB2bwWSUq+t511017CdfbSIKAtc2CwwkI3zw2B7OLGzS7Gis56v0xNzrQpUlrm3kkUSByYEUY/0xLq5kaHV1AqqK16twfjHNvYcmODDei2nZXFrNUW91XefjXJlyo8NAIszhiQF8XoWeSICw38vzl1ddlZeOhuA4PHj7Poq1Fl959iKmbTOUjHDvoQlCPg9fefYiNg5T/UmmBhNkKw13FLkvzulrG3zynkNc2yzywpVVEtEAE30J8tUG0aCPSqNDTzTI3hHXwO7CSgbTtEmEfdyxd4y79o/yF0+e44nzS3Q01/Ds3kMTPHB4iv/6rRcY640DrnPySK+bRnZpNYNHUdBMk9FUlL2jvUT9XupdnQvLaS4sZ6i1OswO93D7vlGGk1FOXFnjzOIWqWiAvniIsZ4YkiQwlIyynCnz/JVVPnnXAb5z5hovzq27Ph1ehVQ0xN7RXr596iq3bUv6XV7L4tgOjY5GNOjl8MQg85sFZoaSPHr6GkdnhpgZ6uFbJ69QbWl4FZmZoRSKIiPgUKi1qDY65GtNeqNB9o/20exoTAwk8HsUtP4GA6EoV+pbNIwu7xs4xLnyCi8WF3AAWZBwgKQnREjx0rJ0LlXX6SuYnLiyyoeOzeJRZP70sdO0u65aVV8sxC17RtgsVqm1ujx1foWbJvvd1KdyA0WWyFebHJ4aJOhVOH55zU2PkkRunR1hdiRFud5hNVfiymqWQ5MDPHr6GoZpEwv5qLW7qKpEwKNwy55hHn3pGulyfdvQTcBxbO4/PE0k4OPyWpbbQgHMduO652SmW6WFhiLKXK1uEvUEqZkdqlqTmfAAiiix1ipiYTMd6mMkkOS5wlVOlZb4yOARXigscHN8nO9kLzAR6qXXF/2hz2ZN0/ijP/qjneVf/uVf3i0O/jFnMti7oxT0SOYcnx6984ev9BbwgWN7eOrCMsVai1ylceMFAY1Gg4985CN0u9+dwvv85z/P5z//+e+7zuHDh//ejdtllx8F27ZZW1u7bvntIhJwpREjfg+r+TJ98TCFapOZ4R7mN/IUai0USaSjmaxmK9iOw1whQ93qIAgizxSucGdqhqah45c83BwbRxFFGqbGXHWTp7KXSXnDeGWV0UCCRs2iVG+yvC0T6fcoNDoa1W2TpsmBBCfm1nju4jL/4P7DfPX5S1Sa7n3dFwuSigT5L187wc/cfxhRFKg0O9TbXeY3C9x7cIIX59eJ+D0osszT5xe5eXqIiysZ+uMR2prOer6KV5HweVXWcmVEwR2xfXF+nU/cdZBHTs6zb6zXVV9pdUhEApxdzLFRqPKR2/by9MUV5jcLfPSOfXz9xGU2CxX+0YdvY3GrxHq+TLrsziQ8dX6JcqNNfyKMr2twZS2HZprEQ66yz/Era/zVMxd46PZ9dLo6x2aHOX5lnecvr2BZDuVGm4n+BN84OcfscA9HZwbZyNd48vwS5nbak26anLiyRrOju2lM24o+tVaHSqPDcqbE/TdN8ejpa/z0Azfzv/3NcSIBL15VJldtUGtpPHdplQdv3Uuzo/Gd09cIeFVezhLqjYX4k++8xHAqyqlr6xwY6+PaRp7T1zbYP9rnzoq0NL51ao6j08PMjvTw9IUlVrsVemMhRnqi/PXz7uhRfzLEaraMKIrMreXoGiZd3aTe6pKrNDk6PYRPVXjy3CKSJLGcKRHwqoz0xPiTb7/EzHCKSMBDva2Trzb537/xIh+7Yx93HRjjy89cIF9pUml2GOuLs5ItcXEly7/6qfv46+cvcmE5w1AyykgqxmNnrtHVXTfs2eEUiizx8LdeJBkN0uxoSKLItc0iqYhbAH92cYtaq4MAtBydb780T7pY4yO37+Xp88ucWdykJxrCsm2ePL9CpdnBI0tM9Cc4ta3eNDWQ5MJKmpNXNzAtG48qc2k1S72tcXCsj55YEMdxWNgs0Orq1Ftd7to/xtWNAl986hyf+9AtPHtxlecur6BIIuGAl8VMmWvpEkuZEh+/cz/fOX2NlVyZmcEUl9ey9MXC5CstvvHiHPvH+/jbF+Z48NZZEuEA//mvn6UnGqTe7nJw/zjzG3kiQR/lehtBgK1iHdO2abQ1ctUmR6aGeOzsIh++dQ+J7XQWv6QS8QQ4VVrk5tg4V+tp8IIkSHglmbDiRxUkLMHGdGxkH3QNi2tbBbZKNcr1NuuFKqokMjA5xJ985xSDyQiyJDHSG+PU/CabxSozQyma1SZBn8ftfCTC3L53lHSpjkeVObu4xXKmhN+j4FVUbppI8SePvkS12XVVrEJ+Qj4P5xbT3LV/jIWtAlvlOrphbbs+O0iiwGNnFrhpop/R3iiaaRJTr1dqulZLowd9ZPQmA4EE660i660iHxw4zEvlJXKdKgBlvUnKE2a9XeS9vQcQgOP5efr8UYb8Mb62dZrVVvF1BQGO41Cr1a5b3uXHGwGBu5Iz/NXmSZ7JXeV9fYeIe95+P5ts2VXYAndG+a3kdc2Z9fT08G/+zb/hoYce4qGHHgLcTv7Ly6/89xM/8RP84i/+Iv/xP/7HN7Xhu+zyTqDabBMNuIZMjZZGwKuSigapt7pUWx28qhuHS6KA7TiYpkWx0qZhdZBFkclQH19eP8nx4jUez17iC0tP8P9bfJzFZhb7/8/ef0fJkp73meATPjLS+/L+etveorvhLQUaaIQhRVEzI0qUmdk9OuLySDsaze7ROSseSmd3KVKipJ2RRAoUIUoiKBAkCBCmG23R7vbtvr5u3fJVWelt+Ij9I/JW920DNBptbjfz6VPAzcqojC8iIzLf9/ve9/cTQu4pHuBzU7dxsb2Jp/i03AHzwxlUwhDPfzkBqrX7jOVSXNrY4/B0iYsbVUz7ZdOeaquPLIkIAnzzuSvcfnCaarsHQFxXefbKJsdmymiqwuWtKnFdY6fRYa/V4/h8mWq7T7XVY7KYYbfRJQxBV2UGlkvgR8dWbfc4v17h+NwYzZ5Fq2eSTRhUW322ah2OzJSwHI+r23VmS1kGtsvDZ5Y5OFWg3hngeT66IrNaaaIpEplEjPVqC0EUGFguG9UWmUQs0vn3A568sEYubdAzHXaGwUnXtIkNS26CMGSr1iZlxHj2yia+HyAKUGl2ySfjKJLIyk6d5e0aiixFJR3DEiQBgacvbXDfsXmeOh/NIDe6A5KGTqtv4Qz15K/tNvCCyDCsZ9rsNrpMFdM4rkejO6DS7JJNRGM0HZcwhPPru0wXs2zX25SzSZ65sgFERmKJmMal9T3GCylShs53X7hK4EdBTKXZxQ8iQziI+lIa3QGCCI+9dI25sTydgUU2YaBIEvXOgGZvwDOXNzm1OIkfBPtfRo+fW8XQI9MoQRDYrre5thO9L5EZ1YCr23WCECYKKc6v7eJ6AYosRS69MZ31vRZt02aj2mJ82FSeTxk4ns/Xn77E/Hhu34lYEiPfiuevbqNIEmdWtggCWBjL8fSljaE7dVQC1jUdwjBgqpjhiQur7LX6QwlXCIOoLKva7tPqW1zaqHJ6cRxBEKi2etiuz8B2ObO8TSmbIGPEeOLCKgDFdJydRmffuG210kQQBbbrHQQENmttCql4JKupyew0IyOuvmWjazKXNqPymEZ3wPHZMc6u7HBgqsjZlW00VabVM6NyMKLm5Xbfot03MVSZjd0WqiTxjZ2zvNBc42pvl69uPcfT9asIQE5NEIQBDbvPlc4ObS/yqIhLGojR+cun4jx1cQNDV7Ecj6WpIi9c28EPwn3HaUUW2G12cP2A3UaXRCxyUFZkiUdfvEaja/LI2RX+y/de5MJ6heXtOoamYugyW/U27eGkwXguxfn1Cq7r0xtE3hOGpiIJwjABiAjCEFkUOL9W4Z6j87x4dXvfnG1/GyCp6BiShhf6bA0alPU0TbtH3eqSVgziso4gRPdAWU+zZ7XJawl2rRb3Fw/xdO0qiijRc80f5yN7xAecmXiB6VgOj4A/2nruvR4O27U2/+w/P4xpuxyYLHBifuxd3f+bbgz+whe+wBe+8AUAnn32Wf7aX/trfPSjH33HBjZixAeB7sBhLJvizPImtyzN8OSFNW4/NM3aUGPe9Xw8L6q/LWUSPHruGotmhsOTE8QkjceqlzjX2WRSzzITL5DTEtTsDlv9Bl+cu5fnGtc401ilYXd5rrGK25H4+OnjPH5+jb7tRsGqIAAhhq5g6CphGDJRSPHs5S38MCB6Nvqy7g7rofdaPURRoG86ZBIxugObeqdPMTNPpdmj1TXJJGJU2z2ShjacDU6ztttEkSIlI1EUUJWoxlgUBARBxA0C1istDty6RBBGgclYNkm9O+Dqdo0js2UAru02OL04wWa1zUqlySdlCcfzKWUTbFRbKLKIJEkIEPkeiMJ+I/Zuo0suGaPS7NHoDlAkicubVVRZigL5vkU6rkdlDMNm0nbf3DcHE4ZBjB8GJGIau80uW7U2S+OFqBHV9fd7JCqtHuVckm+fuUIiptEbWBCG9EyHMAhRZYnOwGIynwKB/RKJuK6xVeugKlEpxlQhTbUdNXyGQBBAs2ciIKApMrbr0+gOyCYM2n0LWRbp9iPd9+16h1bPJD5sfvWD8IYgLDonncj9WRJpdk2K6TiSJFJt9SIXaS9AEkUkMTLWAqh3BvRMh3I2QbM3oNkzMTSVI7MlCt0Bq7uNYaOtQzYR4+zKNp7vo0kyIVE9+W6jDSF0Bjaz5SxBCLlUdAy1Tj9y1R6+twBBEJlCbdc7JHSNemeApso0e2akyR/XI3+C3oBs0qA3sOkMIu+AKNgU8YKoZ8NyPdarLXKJGPPlLEEY4nr+0E3bx3JdpgoZNmqt/d4XQ1fZbnSRRQFZkNAUiUsbVcZySdb2WrS6JgsTeVp9a/9vNmtRohYEUfAfOUi7lDIJHr+wyrG5MrIkYTkelusN7zaBIAgQRYmNaoujM2UMQ+GJ2hV6nkVeS3Klu4smKlGDrKxRtVpUrS5mECVpE16OTmgxmyjSbXrEVIVO36JrWvh+NLtZyiQ4s7wVuT3bLqosUmsPgEgBqGtaTElpOgOLVFzH8wPWqy3kYfmdKERu2F3LoZQ22G32UBVp2GMU4gfR50u13aMzSDNTzuL6ProamR/6QQghLE7mqXf6mJaDpiqsVprc8orr0woc5rQ0hqzzUnsDM3CYTRS53NkhrRpU7Q5xWaeop+i6FmEYkhZj+EGILEo4vsf57hZLiTJFbSRMMuKNERC4r3iI31t/gqdqV/jU+GlKsXf/mtmud/iT71/k+5fWCUNYmizwW//XL6C+y2p5b6l75tvf/vYoARgx4k0gyyIQcuvBGZIxlXIuie26yJIYuY4Ov0zz6cjca2C5XLvW5kRmhrrTo2Z3gKhmdmNQwwt8pmI5Hiwf4RvbL6AIMl3XRJMVJEGgaQ54onGZn/7oMVT55Uay6WKaj5xeotaKZujDMGoIfbV+TVTDGyK+6olXPpREYV/5RkCAEC5vVtGGAbUkSZSzCTKJ2DCoA1mWSCeiRl9RFPb1yPdfRyAyvhr+Xhq6hCIIiEK0nSAIBEF4w3bC/s/LI3zN6wvCDX8D0az5K4/p9RoJrycDohA1cYZCuD/W8JUnJQRJesXrCwLiK7a7Pnv58s6vjzP6d5TAhDduQ9Q4/MpQXnzVDKs4lI0NwhBJun4eX1+RSBTE6DwJ7De6Rqf3Fdu/zp+Kw+vh+mtH10eUpLyyUTEcnqdXH8T183rDb8OXxyAMr//X7Fe8cb+vfo3961QUEBCGYfXLh3H9cTQmCIXr14jw8u+BIAz2DdeGQ7u+g/1zJIviy9eLQDTeVwxZHK7iWY5LduhbsP/e84rxCTdep9f3IUZubiSyMhWrtX/Orzf0b5lNpowcbhCQfYX8Zd+zUEWZkpYiLavMlbP0bXd/nNf/7/o+r7934ivOp7h/7ML+9aVI4mvekyAI8ILIwTeuq7h+cMM5iBLP6AQuThRIxrTIJK2U4eTC+L6ogO0HnFgYp9EZ3PD6hqShSQrPNlaYjReQEEnIGgLQcUyWEmMUtSQb/TrbgyY9z6Jh95lPlhBCSKuRwdp0vMBkPMeIET+IiViO+XgRn5Cvbb97qwHBsCzxt776BP+P3/4GT12MEoAPnZjnX/1ffmb/8+Pd5C230DuOw2/+5m/yuc99jtOnT3PnnXfy+c9/nn/5L/8ljuO8nWMcMeJ9SzGdIARiikwsJvNXPn47pUySfDr6MhcFgUNTJe46PMPj51cRgNWtJtPxPBv9GmU9Q0LSSMg6TuBFvgBOn4rVoefZhAR4oU/F7JDXkiiyyHazjZ4X+Jt/6U7+55+7m7/x+buYLWV58sIaU8UMtXaP1Z0Gh6eLUXA7HOt1XW/T8ZjIp7Fdl1Rcp286BGHIRD7NZq1NPmWQT8Wod/qUcwkcz6czsCPFHkPDtN2h22w08x7XFW5bmmS30UFXFRbG82xWW8iiQC5h0DNtBODQdJG1SiTReGCqwOp2A12VOTJTjtR6pEiScKaUGSq+RAo3hXQiWmkYHsdYLkW904/+nU1gWg5HZ0pYrofjemiKNGzsjGE73r4SUVxTQWCYaERRXNe0KWbizJYydHoWshSZTHl+gCyKTJfSXNutc2phknbfigKtICAZ19BUGcf1ySXidEyHcOjTAJFZ1Ewpi+VG9fO7zR6FVHw/2JQlkaShIQoCfcvB0GSyyRjN7gA/iNSH4rrCwHaYKWVIxXTafSua4ReFaPyvYCKfIqapDCyXXMqgbzu0+ibZZFQ6lTI0rOHK0fUStYl8iriuslVrEwQhxXScXDLGTr1Dtd1jYTy3XzpUa/eZKmaQJXE/0PQ8j8liGkGAbDIyj5JEgb1Wj3RCZ6qQptO3bihdkoaO05P5NKYdJcudgbXf2G65HgKRC2ezZ2LoCtlkLFKCEgQ8P0CSRBzXQ1cV5sdzJGLRaokggKZIyJKEIonEdZX1vRaThTSqEn0Vdgc2mbi+f/4cz+fwdImteocwjM5Bq2sN1X2ibWaKGXbqXXw/YKaU2S/Z2qy2mB/L4YdBpKilKvvnlmGQTwjzYzl26h1kRSSlGMQkjardpail8MOAMAz5buU8t+XmuDu/RFlPM6FHWvofKh7mkb0L3HZ6ku7AJpuIYWjKfmKzWWszP57DcT0MTcHxPIqZaJUgCMPofXc8EroyTGYCiuk4g+H76ngeyZhKIR2PEkhRYCybJAjCyEdAlnC86LWj1UaVazsNIDq+Tt/i2m6DnXqXUwvjDEyb6UKKh04t3nB9GqLGS611zrU2OJya4H9Y/DBJOUZWjTOXKDLwbXqeTdsZ4AQue1abqtUhJORkZpaErHJ7do5PT9yy31cxYsQP4p7CIQCerl9lz+y8Y/sJgpBLm1X+43ee51f+zdf4td9/mOeWtwiBj5xe4kt//2f5//6tnySbfG+Uit5SEuA4Dn/lr/wV/vk//+dsbm4yPT1NoVBgdXWVX//1X+fnfu7nRonAiBFATFO4ZWmKIIQwFNmsNpktZfgLdx/lb3z2bn7inmPkUzG+/fwVbNdHFAXuODRNv+MiiRJBGHIkPUVGNShpKe4vHeaTE6eYMvLckV8ko8RxAg/LtwnDkNlyjmRe4Xx/g/944Qn+jxcf4b9tPU1mSube4/NYjsfx+TGu7taZLeVumHmYKqSxHBdFEvnMnYf5/oU1ckkDRRaxXI/TixNc2tjDcX2Oz41H5TnpxDC4lfjeS9f4+K0HmRvLsDCWRxIFsokYn7rjMK7v8/TFDQ5NFVmcyHN1u04pmyBpaLT6FnPlHNmEwZXtOplEjIlcir1On2wixodOLHBpo8JUMUUiprLX6nNqYQLb9Wh0BkwNA82koXF0psxWrY0fhBiqzD1H5+jbDgiRH0PS0EjGtP3SH12VWZosstfscseRaVRJ2pc1rLZ7CESNp4vjeQQx0lG//iMKcOfBGc5c3eLUwjghUflFu2+RiceIqVEwNjeWjXwWgoCkoTFTzrJZbeF6PotjefLJOI7roSpS5LoqCNx+aIrlrRqThTR7rR4PnlzEGrpBt/sWtx2Y4up2nb7l8ODJKKBKGzq5pIGmyPvJhkC0CtQzHR46uUilGZlTtXsWIpCOxyhlEtxzdJbnljdR5Sg4VkSRB04s0OgMaPYsZElkIpdibizHTqODpsjoqsztB6eQRYHdRpfD0yV0RcbxfKaKaTpm5BhdyiSYKqTZqXdIG1GyIonw+XuPsbxVwwuCaBY6iPoJHjixQL0bmelJosDqboPbD06RjGnYjkdcV9EUmbiusrpT5yOnlyhnUyiSBMPZ9iAMmSykSegKByeLvHRth5CQsVwSQ5VJGir3HZuj0RmwXY8ccQHqnT5juWT0WoScWhin1bc4NlNGFkUm82mavQGlbIKB5XBwqkCrZzKeT+6X033yjsOMZRNc2tjj6EyZyxtV7jk6S0jkFB3TFARBQJJExnNJZDEq+cobCQJTQJdkvMAjrcRJKwaSKDLwbZ5rrtFxLOaNIp8cP8We2eZyd5u608WRXAxdwXU97j++MOz70FneqkWlRrpKLhXH90PaA4u5sRwh0SRFu28xVcpiOS53H5nj6k4d3w/QFIls0uD00rBXxHSifXg+h6aLEIZDjxCHuXKOmVKWuXKGyUJ0vXVNe5jAKnz01gPMlLIcnikxkU+xOFm84XMyoyeoWG3KeoZLnW1eaK6iiAqfnDiNKsr0XIuOO8ANfQJCAkIOpyf5s+0XmUsWOdfe4C9M30lGHhmFjXhzjOlp5uNFAkK+vnPmbX1ty/F48doOX/rWc/zyv/kj/tnvP8x3zlyl3bdIxDR+4p6j/P4//Hn+6d/4CY7MlN/Wff+ovCWfgN/4jd/gN37jN/jFX/xF/vbf/tvoemTvblkW/+Jf/Av+9b/+1/zdv/t3+et//a+/7QO+mRj5BNyc+sWtVovsKw6i2Wy+5/bwlWaH5a06jd4AWRRZ3W1wanGCrVqbJy+us9fsEtNUTi1MEIYBD5yep6V3+dLao7zUWue+wiEMRePZ2gpm4FDQkiiCzOncLJbvsjVokJENOn2bbbPFHflFzi5vU+31MDSVqUKah8aO8uz3dzmxOEHfcri0ucfieIH1vSatvkngB+i6yidvO0il0ePCZgUhhBCBubEslzf2KKQTTORTSJKArio8fm4VRZJxXI982mCmmMFyfVJxnUxcpzuwuLBWoTlsSrx1aRLXC3hhZQvXj0oxCmmDmUKGa5WoyTSbMHj2yiaHpsvcf2yO1Z06+Wwcy3a5slWn2uqyNFnEtF3qnX40O6/K5FMGluPx7TPLjGeT3H10Fl2JdP8t2+PQdHFfjnWjGqmCfPT0AbLJGBfWK2iKTDZhcK1SZ3W3SUxVuGVpklsPTqJIIs9d2YqcWE2buKYyN5ZjYNlkEgbn13a54+AMV7ar1DsDcimDmCIzXcrw9MUNZEXi4ESRvVaXgeOyXe9QysS5/9gCK7t16p2oxr6cS7IwnqfdM1mrNFEViRPz4xiqwoX1PRAix8lGd0C11ePeY/PMlTOIgsCZlR1sx2PguGzuNen0baZKGRbGc/vJXDGd5JlLGzR7Axrd6Fr8zF1H2Wt1+eOnLtLumxyZLXHf8QV8P+Arj50lHtNZnCgwVUixXWvjeAGZhMFzVzb4yfuOU+8MePSlawRhyG1Lk/QslyAM6A4sxnIpDk0VeWl1lxdXduiZDjPlLLcemOTE/BjPL2/zZ89dptrqU8zE+cgtBzgyU+KrT5wnl4yRS8W5vFElHlPJp+Jc26lHzdMBLE7kmRvLYbsu2bjB2dUdXri6TbtvcXxujBML40wVUjx+bpULG1XyKYPxXJKJXArX9xnPpujbLt89e5V7jsxiOi6Pn1tjYNuM59PMlbJkEjqPnF3htoPTpOI6Z5a3CF+xQjRXylHr9imkDL71/DJLE3k+d/dROn2bqzt12j2TpckCfcuh3Teptvt0BpEoQDmTYqqYQkBgPJ/Gch3sQp8dsUbd7pJV43Q9i5bTp+0MuLNwgAudLY6kJrA8l41BjYOpCUzf5lMTt7B1pU8+HiUnZ1a22a51qHcG5FMx7j+xwMZei0Z3QL3T5+jsGIIAL67sko7r0WpXOUsYwsNnV9iqtcinDE7MTWDoChO5JPWexaX1XUrZaKXNsj1SCQ1DU5kuZgjDkEvrFU4dmKLdM9mstsnEdabLWcaySeIxlbQRY7KQRuy0b/ii2d28xv/ZeA5D1vhvm89wKDWJLAjcWzjIhe42j1QuYAUuiighIEQTI4rBntXmUxOnqVgtDqcmKetpTuXm3tRnsmVZ/Oqv/ur+41/5lV/Zj2VuBm7279k34mb2CXg122aT31t/HAmRf3z6L5FV31oS6fkBKzt1Lq7vcWFjj9Xdxn7PEEQrzQ+dWuRjtxzgzsMzKPLN816+pSTg05/+NAsLC/zmb/7m6z7/t/7W32JjY4OvfvWrP/YAb2ZGScDN+eF0MyYB13Fdj+XlK2h6DCOVRR42jlpONBPsuD5BEBLLCKyYFVZ6e6z09kgoGn+28xKyKKKKMkvJMSpmCwGBU9lZOu6AlGyw3N6DMOTTk7ew0a5jBz6CEFX45tUED+aOIYaRdGija+L7IZmkTt9ycT2fREzD9jxkUcD3A1Q5Um6xnGgWWhjWaiuyhOf4IILrh6iSiCRFTYS6Iu/XF0c19SJ+4CNJ4tC0SUSVBLqWiygIpBORNCUhxHWNdt9EEgWShkq7ZxPTZBK6gun6uG4QmT2FoGtRuU1IVMesSBJdy0EAFDky7ZJFkSAI8fwQWRZR5aih13Qi/wRREJClqGHZ9wI0VQIEBraDKIgY+svlG0Eo4PgeQQCx6/selr7Isohlu6hy1BTr+T6GKuN4Ae6wj+F6TX4QBAjDWnbX84nrCo4XGWkJooAkRLXaluOhSAKKHCVZXhCgKQqSKNC1bIzhv03XQ5dlZEmkZ7uIAuiqwsBy98tkQqLVGtv1h8pJPoTCcKwBaUOjbzvYrk9MlVHlKHmyXR8BUOXhonEIgiQwsDxkKSo70mQJ2/MZ2D5xTSamR9eWJkvENBnLiVZd/CAgGJaQSKKA6Xik4hoDy8V2fTRZQlVlbNcjpsj0TAdZlohpEp2+jSSI6JpCz3JQFRFFljAtF0WSkGUBURCxh6Zriixi6Cq24+ET4vtB9H4j4IYBQgiiJKBKIq4fYtouCV0hAAami6qKJGMqjV5U+qOrMq7jI7/i3A1PB2lDpdG1QABjeF0YmoIfvqKWXgAhjHoQGK5UiKJAEEQ9B4IIrusjJgMeqZ/D9B1isgaEVMwOadVg0siRU+M827jGhc4WY3qaA6lxMrLBTLxILkxi9qMyqCAMMG1v/9oEAVUWcdxgvw8iHF7XrhegaxKiEN0rthsphgniy10UovhyT44fBIgiCKGAHwYYuorne9huEJnlBQGKKKIoEgECmiQQ+i6FXBbtujToq75o6jtr/Lv6GdYGddb6VeKyTsPu8T8uPkTbGaBJCnbgUrd7eKHPpc42W4MmS8kxTmSmWYiXaLp9jqQmua1wY6nRGzFKAt4Z3k9JAMB/Wn+CTbPBx8ZO8IWZu97U33h+wPpekytbNS6u73Flq7YvbnCdyXyKu47M8tFbDnD7oanh6uLNx1tqQ97c3OTnf/7n3/D5++67j1/7tV97y4MaMeKDiigKDAYDBoMBszPTSJJEIf1aneJLrW1qVg838DiYHOPp+lVSagxZEEnJBiICBS1FxWpzrrXJsczUUHVG5cPlY4BAIqkyJseIyxotZ4AbeGTzMUp6GoDJYvY1+72Zeb9+Kd4MvNvnbqb0jr78u8Z06c2du6m36Xh3B03uEQ/yXHOVs801uq61rwrmhj5f3XyWuKIjIWL5Lo/uXeRYeppDiQlm8nmk4s3llPvKczdWzL/hdhuDOnOJEt9vXCWvJdizOhxLT9F1TSRRZK0fSa+qoszAs9kdtJhNFGjYXRRBIhSgpKeRxXdXWWXE+587cotsbjV4dO8in528hZikvmabgeVwdafO8nad5a0aq7uNqDn+FeSSBnccmubOQ9PceXiGyUL63TqEH4u3dMcYhkGj0XjD5xuNBqr62hM5YsSIN0dISExR+erKs3x47DhXexUUUcbDp2ZVCIE784ssJsvsWW3GjSwJWefW3DxP1ZbZMl++Pw1J5f7iYUxf5LV6QCNGjLhZ6PsO39u7yGq/yq7ZYs/u0HR7lPUUO1abtmfiEXB38QAtp0e3Y9FwemzbDY4K0+/18N8yTafPVtDheHqazUGD6VieY5kpnm+u0nL6NJ0+ISGLiTGOpCYpTKZ4onqZCSNHxW4zlygxY+RJKTf/zPOIm4vZRJGcGqfh9HmseomPlo9Ta/dZ2WmwvF1jebvOdq39Gg2zTFzn1OIEtx2c5q7DMyxN5N9Qne1m5i0lAbfccgu/93u/x8/93M/dUHYBUQLw5S9/mVtuueUN/nrEiHcWRVH4/Oc/f8Pj9xuaKGF5DqIo0vUs+r5D4EUmPSEhIgKm7xIXROKSRlLWOZye5LdXHqb9KrOcge/wSPUCPzV151uueRwxYsQ7SxAGrPQqtNwBASGr/SqlWJpDqQm+t3eRlf4euqTgBT6XO9t8uHyc4+lpds0mZ5rr3Fc6Qkx+f06+pRSDFyov8kD5CKZvc0t2gW/tvkTFbmP7ztBMTmSjX6Pl9Pnk+CkOZyaJiSqGrJKQNNzQp2xk3vQ+RVHk0KFDNzwe8ecP3wuY9yepb67xlUsX+ZPBKt2B/ZrtposZTi9NcHphgtNLk8yVs+/LoP/VvKUk4Jd+6Zf42Z/9WT73uc/xcz/3cywtLQFw5coVvvSlL9Fut/nFX/zFt3WgI0a8WeLxOF/5ylfe62G8ZTrOgJZr4ocBeS3BZr/GgWSZC51tYpLKmJ5BEaWhRkbIfKJM2x7QsPtklDgtZ/CaDyc3iEyqZHFUQjNixM1IxzXZ7NcJCOm6JgUtyU9O3s6Z5ip3FZY4nJ5EFERaTo+1fo3Hq5f41MRp7MCj40XSmTHen0nAtJGnHEuzNWhwe24Rn5BNs07N7hIMJz3k614egkBACEHIeDyDHbgkVYOeZyG9jt/HG6GqKl/84hffoSMacbPSG9hsVbpsVTps73XZa/QJghCI4QAONrIkcni6xKnFCU4Pf/KpD+YE2ptKAv7+3//7fPGLX+TUqVNAVBf5T//pP+Uf/aN/xK//+q/vBxxhGJJIJPgn/+SfcPvtt79zox4x4gPM2dY6uiiTVgyKWpqOM+BQagLH88jrSXqeFX0JAi0naoabSRTZ6tfoezYpxaDt9vHDEF1SSMg6JT2NF/g/ZM8jRox4rwjDEDvwcH2PmXiBw8lJnMAnqcR4eO8Cm4M6MUlDl2Tuyh+ganVY6e+R0xIk5Bi6pL3Xh/CWSSkGHx8/yW9d+Sb3Fw9zubdD3e4hDs3WIMQJfSQEalaHPavDkfQUm4M6HyofQQhDJEYTHCNuJAxD6i2TrUon+tnr0u5ar9kundCIFQX2jBoL0zl++9N/HV19/1UQvBXeVBLwB3/wB9x77737SQDAZz7zGR544AEef/xx1tfXCcOQmZkZ7rvvPhKJ1zY6jhgx4ofTtHtc7Va4LTuPIEBMUrAlBT/w+atLH+aRynks3yWpxJhPlJiK5fACnz9cf5q/MH07btOj51kYso4siOTVBDktiSgIJJQ3Vr6wPJeON0BAIKMaKKMGuxEj3lUSik5aieFpKRJqjCdrVzienuabuy+SkHUMWWPgOfihz6PVizxUPkbN7qAJMrfm5tGk9+89+3xjhe+ZG3ysfAJDUnml5bEfvtyA6RPihx4xSeax6gV6vo0kCBzJTLGUmHhvBj/ipiEIQir1Hhs7bTaHM/2W7d2wjSDA1FiapZkcizM5FqazFLIGXc/k//7Cl1kNt3ipu87t+TenMvV+58f61EgkEnziE594u8YyYsSfe+zAwwk82t4Ay3M4npnhj7eeJ5E2+C/rT3I0PY0qyTTsHo/vXUSXVR4oHWEilkUSItm/kBDLj8z63MAnpRroosK08Vp1Dj8MuNqt8GJzjabTRxAEilqKk9lZ5hLF12w/YsSIdwZFlDmWmuaisMWX1x7nYGqCC+1NAkI6nklBTRJIIV7g44UB59obfKR8nDE9DUHww3dwE7HeqzHzise7Vou1QZVQCJmyshS0BGklRudV/U0QCR1MGUUer15hIpZly2yiSSoL8Q+IJNWIN00YhtSaA9Z32qzvtNncbWM7N654q4rE/FSWA7M5FmfzLExnMfTXzvKnFIN7iwd5ZO8Cv3Xlm/yb3MIHoub/h/H+nToYMeINcF2Xr33ta/uPP/vZz75vmoNVUUYVZYIgRBBFrjQ2+Euz97A5qHM8M83Xt8/Q9xyswEETFUQE9swO//38fZiew63ZeR6pXSAY2n/YgYvludxXPEQ5lnnN/i51tnls7xLhde2DMGTXalHb7fKRseOjRGDEiHeBitVio19HESQGnhM1/csaK709DEnF8T3abp+0EkeQgRBs3+VoZoowjPqI3i9c7e7yB2tP8Pde8bun61dx1AAZkbyWYMNscldhibOtdapWFy+MArusGud0dg6BENOzKcVSnG9v0XEGmIHzI43D932uXLmy//jAgQMj2eH3Af2Bw9WNBmvbLdZ3OpiWe8PzMV3m0HyBA3N5DszmmR5PI0tvrlfkM+O38ETtMmdb63yr8hIfGzvxThzCTcWbTgL+PGREIz4Y9Pt9fuqnfmr/8c1kFvbDyKpxZhMF4rJG25WJqzEer12KXEo9i5rTQxVkFEHGDXw0SaHvW7zQXOMnp25HAH5m6i7WBjVqVoekGuO+wmGOZ6df0zTX92zONtdeTgBegRf6vNRaZ8rIvalm4oFnU7O7eIFPQtEpaEnEH6FJb8SIP494gc+F9hYX2lsIQmToJ4gCCVlDE2VaTp8Zo8DGoE7ft2k6fVRRIqPGGYtlSUoxzrXWubWw8F4fyg9EVhW2zSZVu8OZ5ipl/UYN9aKWZosWJ9IzfH3nLAfS4yiCzG3ZBbbMJl3PxJA0powcMVGh71l8aOwoZ5tr6JKCHXoowo82p+m6Ll/+8pf3H//Kr/zKKAm4CQnDkGpjwNWNBlfXG+zWejc8ryoSB+byHF4ocHihwMx4BlF8a/FqWjX4+NhJ/nj7ef7p+a9yZ36JlBJ7Ow7jpuVN3zW//Mu/zC//8i+/6RcWBIHz58+/pUGNGPHnFUEQOJWZY727hxf6/NnOWQ6mxinraa50dwBwQg9VkJEFkTAM8MNITaTv2zTsHhtWnYyS4FhmGlEQGTcyr6ua0bR7r7vcfp09q03LHVDQkj9wzCu9PZ6pL9MazkbKgsR8osht+YWRbveIEW9A37P5XuU8f7J9Bitw8QKfuwsHGXgWcVlne9Bi2sjT9UwOpyYRBQHbd9ElBSfwKOpJ6naPpdQ4KenmDVQUVWFLGfDCzkscyEwgCAJd98aVi6SiE9g+NbfLSn+PEDiWmeZrm88ybuSYMnKYvs32oMlPTt9OxWzxxN4lVElhTE8TBAFZbdSL+EEhDEO297pcWKlydb1Jt3+jZOfcZIYTB8scWSwyP5UdumK/PXxq/DTPNa6xa7X438/+Pr9261/+kVSn3m+86SQgk8kQi928HzQjRnxQyGpxVnuw0q/ghwE7ZpOT2Vm8MCCjGLTcAW7oEZc0nMAjIevktAQdx6TlDWg4fRzfQxRgXM+SeYOZjNdbAbjx+ev/88ZsDxo8XDmH+wrlIS/0udLdxQt9HiofGzUZjxgB1KwOa/0aW2aTlKxj+i7PN1exAhc38GjY0Sz/i709TmRn2B20eLB8lN+99hjXho65RTXJQrKMG/jcWzjEntWk46ogwFj8vXEAt32XbbPJWr+K43uU9DTT8Tz54eTBICbw3M4KDx68lf+6/hRP1a6QMV3+1ite44XmGh9fvI2n6svEZZ0jmUkutrb47NRt1O0ubXfAlDHB3fkEf7j+NEvpcbJqnLiiIyIymyiijz5n3ve0exbnl6ucX96j2XlZxUdRJI4uFjl1eIwTh8pkkm8scvHjoogSf3XhQf7ZhT/i0epFfvPSn/K/HP70O7a/95o3fdf8g3/wD/iJn/iJd3IsI0aMGNL3bNZ7daaMPHOJImklxqHUBGeba0zqWazARRJEkkKMA8lx4pLG042rrPdrw8Zgl3hX41Pjp6naPSaN3Gv2kVHiGJLGwH+tMQpAXkv+wKXQMAy53N25IQF4JWu9Gnvpzuvue8SIP09s9Gt8e/ccdhDVLwd6ikf2LmD7UTK/5fQJCKiYLRYSJS60N7m/eJjvVs5xf+kgW2aTPatNQtYJwoCfmbkL07PJ6gk2enWE98joyvQcnqxd5lxrE2t4bDFJIdbQ+PDYMWZieVYGFY6V53ikeoHnmtfwCDBeJWfa82z8ICAmKczHi9TsHhd6W/zJ7hnG9AzjsQxnm2v0PZuFZBlJECnqaVp2j9OFWeaMIlWrR15PvRenYcSPQRCEXFmrc+biLhs77f3fa6rErccmuP34BIcXiqjKu1eqNRsv8vPzD/B/rnyH/7D6PUJC/udDn/pAlriOUucRI25CNFHGC3xuyy3w3co5Hq1c5Ivz99Fw+rSdPoYgklJiGLJGGAYsJEp8ZfP75LQUEKJJKiLwZO3yfjnRq2v7k2qMk9kZnqxdec3+RUHgRGYG9QfIDtq+y86g9YbPB4S0nP4oCRjx55qBZ/NE7fJ+AhAh0PdsBp5DStHxh+o+FavDA6Uj5LUE39k9T8+zuNjZZiKW5UBhjJ5n0XFN/mjrWY6mpjiZmUWTFZzAff2dv8Msd3d4tHqRitnBDT1s3wUE8lqCitnikxMnKaby9HG4UN3EDwNERNzAe81rXRvsYXouRS3Nhllns19nMpZDFkUud3cIwpCsGqftDJg28nyodBgBGNOzUamkILAUlEeGiO8TgiDk4kqVJ1/YpNF+uSz18EKBe26Z5tajE+jaexei3pFfpO0O+C8bT/Gl1Uep2z3+wfGfQpfeHyIjb5ZREjBixE1ISolxd/EAX916jr5nk9HiXGpt8dHyMZ6sLbM5qGH7Loooczo7x5bZYC5epmp3WB/U0EUFRZQpx9Jc6e7S92wWk2Vm48UbmvwPpycBeLG1Tt+LVgQyqsHp7BzzP0QZSBBExB8iGPBBrqUcMeLNULU6+/0y1xGI7g1VlGg4feKKjuv0kUWRJ2vLfHz8BDFZwR2q4qz2q7zY2sAKXAxJxQ087sofIBRCLNdh/j2Qx3QDj8erl9kcNIBoVaDtDgiHyX+YCFnv11ntVTEUFQFhf7Yfblx9PJWdoRHCUqJMyxuwlBzji7P3oooKkiBi+g51p4sdeCiCxIHkGMudHSzfJV9Osmd3yGtJnMAbJQE3OWEYcnGlxqPPre8bdxm6wofvnudDt82Sz948fWQfGztBUtb57dVH+PrOGS52tvjfT/5Fjqan3uuhvW2MkoARI25CFEFiNlHEC3x8AjYGdU5n5/h3V7/LhJHjjvwSiijRdy0eqZwnqcRYSJRY6VcQELADj4HvMPBt7i0eZNdqsdqv8mDpKEupsf39qKLMyewsC4kSLXeAiEBWTRCT1R86Rk2SWUyUea557fWPQZT264LfDA27x47Vou9axGWN8ViW3KjZb8T7HPt1ZuntwGPayLPar2KgIQsiiigz8Bzm4kXW+nt4gU/bGSCJAmEY3U+yKOKHATk1ieU7xCQNVZI5kBx7nT2/szTtPuv9GhD5jXQ9a7/PKCCgandBEFgfVDmUniAma4iCgOk7nIzfOMGQVROU0nlUQWLCyHGxuw0IOKFHGIQkFJ3xWIYnq1f4VvUleq7JkfQUWS3B5e4OhqTuyyuPuHnp9m2++fhVVjaaACQMlU/ct8hDd80Tex3t/puBuwoHSCkG//7aw6z2q/xPT/4Wf2X+AX5h4UEM+f3r0n2dN3XH/J2/83c4dOjQOz2WESNGDHFCHzGESSNLw1HRJYUgDHFCn12rxXJ3l5QSI6UatJ0BTuiRcxNklDgNu48ggICAJIgoghzNwoUBZ5qrTBq51wT5CSVG4i1IoS0ky1ztVWi7r9UpP56Z+aHKQtdZ7uzyeO0Slv9ywKSJCvcVD92QtIwY8X7DkDQEhBsa8dvOgGPpaWp2l4CQspbGsFScwGfCyFGxWhxOT+GFIZookVB0XN9nbVAjCEOWUmX8MCobPJ6doRhL/4ARvDP0PAtxOEsfhiF+eGNvUN8z0SWZltlDyojERIUpI0/V7jBtFG7Y9mxrjdXuZX5+/kHOtzbIawm6iCz3dhEFkT2rzeagwa25BX42nuPPdl+k7vT59MRpKoMWac0gp8VHqwA3MRdXanzz8WVsx0eWRD770EE+ft8imnrzJ25H0pP8r8d/mt9be5xnGyv825Xv8oebz/A/LX6Yn5y+430tfvGmk4ARI0a8exiSQhVY61WRRZmZWB5RFNAkhTAMickqGTVOUtYxPZu2M9gvMZAFATNwyShxsqqBH15fgoem06fl9N/UTP+bIacl+Nj4Cc63N1ntVfFCn5RicCw9xWKy/Kb8RapWh0erF3FeVSdsBy7fq14gpcYo6e9+kDNixNtBUU9T1FPsWS83PYaE1O0uD5aOIokCHdcirRhktTgHkxMkZA0/DPBDn0erl2l0NonLOodTE6Rlg/lEkelYnl2zyeK7XAoUhAGXOjus9vYox9K80FpFEWQs30UV5f0SwUkjjxRKKILIdqfOLdk5Hq1d4t7kIa5U1m94ze1BgyNTh0moOggCL7XX+dr28+iiQkiIEArcVlhgubvL/aVDJGUdN3BZ6VUo6kmScozZ+MjY8Gbl+Qs7fOuJFSCS9/yrP30Lk+X3VxN3Qtb5a4sf4dbsPF/ZfJqq3eHXLnyV3119jP9h8SE+OX4K7X3YL/D+TV9GjPgA03QH+GFAQUtRdbr0fZuUHKPrmqTVOEdT48zGi7ScATk1wUqvwmy8yIX2Fmk1Tjz0SckGdxcPULM7TMVyFLQkYQjPNa6R7lWYNHKM6xn0HzMhyGtJPlQ6wqlMJGMal7Uf6cNwc1B/TQJwHTfw2ejXfqSyohEj3m4URXnLRlKaJHNv8SAPV87TdPr7v/fCgLyW4Pb8IiBgeQ7XehUkQSIk5KnaMttWE0NS6CLRdUyudHa4PbdAQU0xpqfZsdrI8rsTeARhQNsZsGd3uNDeQBUUwhDuzC9xtrmGFwYQeOiSQl5L8kDpCE2nS15NEhBS0FPcmptHFkQ2/OUbXvtUZpb57DS277FrtfjO7ktICARhuO8E/MjeBT4xdpInqlf4mZm7+W7lPC27z7HUdCQR+jZNbIx4e3nmpS2++/1VAD5y9zz/3aePI71JB9+bkVtz85zMzPBY7RJ/vPU8W2aDf/zSf+U3Ln2dn5q+ky/M3E3xfaRSNUoCRoy4yQjCgB2ztV+v//DeeRJyjJrV4e8c/BQVq8WVzg7PN67Rc23GYxk+Mn6CY+lJ6naXrmeRUQ1Scozl7i635hcwZI1nm9fYM9scSk2gSQrn25vMxAvcXzxMQvnxdZdT6ltr6GrYvdf9veW7tJw+T9dX2DFb5LUkWkpH6Dmvu70beEiC+IGUcRvx9mD7LqbvoIgy8TdRzxuEAVtmkytik7rVY6visZQaZyqWRf0REt2SnubTE6fZMVtU7S6KKDERy1LSU/ulBBWzya7ZHipyCTxau0gQhqQVg+l4gdjQJOxyd4eZeIG0GiOtxChrUcDhhwE7gyar/Sptd0BaMZhPlBiLvb5Z4I/CrtnibGuNtW6Vit3GkFQOJCeYiee51Lb49MQtbJoNWk6fKSOq7RcFkSv9XWKyyoOTx/nK1jN0XJOfmLyNxcSNqxdn22sYhTLFTJornR16vo0uqrjhjZMDL7XXOZKcpOOaHE5NsGe1SSo6c6NVgJuSzd32fgLwmQcP8JMfO/KmVodvdmRR4sHSUe7OH+CRvQt8d+88DafHv135Lr997RE+Wj7OT0zdxu35xZteHGOUBIz4wJFIJPjOd75zw+P3G17okxA0mk6Xw6lJ7sgvYPse59pbvNBaRRdlFFEmqxkgCFEgHQqEwI7ZpO30ickak0aejBznQneLrUGDiVj2hln69X6Nc+omdxWW9n/XdgbU7E4UgKgGBS35jgbWr9dcZfoOK709LN9hPJah4fTYGjTo1Js8VDq6v10YhmybTZa7u+yaLTRJ5kAyWiV5OxKbER8MbN/laq/ChfYWPddEFiUOJMc5lJog/QbJaxiGnGtv8lT1CluN7eh3PZXVfpXjmWluzy38SIlAQolxQIlxgHEadpea3eNqt0JaMcipCV5qb5LTEjiBS9sdoIkKlu/Qcvu03cGw1E/CD33W+jVuzc6jCDJxNUYQBrzUWufp2lWCYe/BFg0udra4I7/IiczMD7yHbd+jarUxfQdNUihpqf2Z9Z1Bk/+y/hTrg1rkTO7ZxGWNy50d7igskdOSLHd3Scg6iiDR9yxyRp7nG6sIhCwlSvQ8i4PJcXbtNl9ef5zPJ5Zu2L8TRP0OC8kyoRCiCDJe6BOEIQIvexbWrC6FYoqK1SarxpmI50jIOv3AIsGPdr+rqsov/MIv3PB4xNtICH/ySCQ/fe8t0/zUx4/+kD94/6FJCh8fP8lHxo7zQnONb1de4mqvwjd2z/KN3bNR8j9+ms9O3sJc4t1X8HozjJKAER84ZFnmoYceeq+H8ZYRBZFxPcOu1eJ0bp7HKpcY+A4Vs81LzTWSik7V7mD7LiGQVePIgsC21aTrWRxLT3Gpu8uheIHTmTns0GXHbDIey75ubf2Vzg5H05PEJJXz7U1eaK5h+tFsuyxILCbL3J5ffFMzp2+FmXiBc62N/eAFYM9qY/kOoiBQ0tNUhvXUA9fm+dYaJ4IDSJLE5e4Oj+1djEoRAFzYszpDJaQjb6nZecQHCz8MeL55jbPNl+vQ7cDjTHOVbbPJR8vHSaqvvU6qdodnalfxr19br+Cl1gbjsSzzP8IXe8vp03UGXOtXOd/e3A/KRUGgrGcIggAI0QQFLwiioF+UCMKQIAxwAw8LF1WQiMsaKSW27y+wa7Z4uv5yAuAHAQEhiijxTH2FopZmwnh9R+GK2eaJ2mXW+zX6nkVC1inqKWaMAlklwaXOFs82VjBkDUmINP53LYuUEuNab4/5eJG4onE4NYEuqhiyxoutDcZjaeKiTgyZrmPihD7nWhssxEsv369DdFGlqCUJwpCYoFAa9lAYsoYmyvvnQBUVcmqCb+++xD2lg9ySnsMNXMTwR59dFkWRubm5H/nvRrw5wgDaPZt8JsYXP3vivR7OO4okiNyam+fW3Dzr/RqPVS/xdOMqe1abf3/tYf79tYc5lp7ik+On+OjYiZuqXGiUBIwYcRNS0JJc6e4wEyvwE1O381jtYjQDp+is9vcICAnDSG+8ZneRBIm5RIOjyUnKRgYhFPjG9hkado/T2VlkQWJMT7/ubKAduFi+y67Z4uHd83j4qKKCIkp4oc+lzjYiAveXDr8jS7llPc3p3BzPN1YJCbF9l5YTyZXenT9A37Nu2H6336Tm9EiGPt+vLb8moADYGjRY6e1xMjv7to93xPuLqtXmXGvzdZ/bs9qsDaocV2de89yO2dzX6X89NvpVNFFhc1Cn79lk1TiTRu41X/Bu4PFSc51LnR1EQeDhygViskpS0clrSeKSTmcoz5uR41zrR82u00aeS51t7NBDQCCrxhEFgbQcI6cmqDs9ckq0yrk+qEf1875Dw+7RdPqEhMRlnYKWpGK1sAKXzX4NPwwYj2WZjEUmft+uvMTOoEHPtSnGUjzXWKFmd/HDkFOZ6P6ZNLJRct2rYgYOQRiyZ7VpOj1OZWe51NnmGzsvciozgxk49F2LuUSJqt3lQq/BQ2PHeKm7RV5LspQa4ztXnuHnXnGOnNAjJms8tneRvJ7kqDhFSMie1YlUiBCQBZEHy0cxJA3Ld5mM5TB9h5QSe8cmKEb8+Hzuw4duWvnPd4KZeIGZeIEvzNzF2dY6T9aucL69ybnhz//74h9zKjvLx8dO8JGx4+95v9soCRgx4iYkoehMGwU8Ap6sXsH1fQpakidrV3BDn5AoAQAIw0htpGZ3iYkK//rKN4eNeUdZ6VUQcnM0nC5p1SCrxoFodtQNfCRBJKao9FyTP9x8hmfrV/HCgJQSY9LIU9bTKKLEcm+XI+kpCvrb/4ElixKns3MUtRTLvais53B6kmkjh+k5dF+VBISEuIHH3rB84Y243NnhSHryBvm2nmsRhCFxRbvpazVHvD1UrPbrzuZfZ7mzy7H09GsS3IH/xi68cVmnZnW50n3+htdWmzIfKh1m8RW6/c/WV/jq5jPoksa22WCtXyOnJohJJeKSxpXuDhuDGrNGgTmjSMPpM2HkWEqO4YY+eTVJQU/QsCNVr+lYnrikcaG9xa2ZOQD6rk0Yhqz3a/Recb84To+SluLx6iUUUUYbmm+t9PbQRIVDqXHONFap2m1uyy3wcOU8ISEd18TyXdpun0udbe7IL9F3LZyhWfx0fH0AAMU1SURBVJcTeoRAz7PZMVvMJ8o8vHeeyXge07PpKjaPVy9xR36J6VIeB5/7i4cQEPh+4+prkqu0HGOtV2Vz0GDSyDMQbCZjOTRRoeX0QRA4lJrgQHKMtX6ViXiW9X5UnvTpyVvYsVosKiMp4ZuNeEzhrpMfHGOtHwVFlLktt8BtuQU67oBnGis821hhpbfHmeYqZ5qr/LMLf8StuXk+OnaCD5ePvSe+OKMkYMSImxBJEEkpMb6y8TSiKGIFLkeNKXqetV80cz0R0ASZIAxISDolPc1CosyEkWXg2hzPzBKEIXfml7jc2aGgJhAFESfwsHyHitXmY+MneKZxjWcbV+n7kZNn1XZpOn3M5BgLiRIE0HXNdyQJgCgRmE0UmU0UMT2HP9s9y47Zet1tVUnGkDTq7us3FAP7rqXrvRqSKKGIEqu9Pa71qoSEFPUUR9NTTBv5D0Sj2og35gclAMAwqQ4Rhmm15TnU7C6yIFLW0/Qc8zV/k5A1nq2vMBXP3/B7J/B4rHqJrJogpyXYGTT52tbznO9scSo7y8agjibJ+KGPJsl8detZep6F47kcz8xgBi6KIPLE3iXuLCwxpme43N3hqVqkpiMLEhv96DU+O3ELqijTsHv4oU/Pt5mLF5FFiZVuBStwOZKcxFA0tgdNllJjtJ0+VuCSVuLYgctj1UsMPAsRkQvtLbbMBrqooA9diduuSUFLcba5xuncPNf6VWKyiixKkfSwqOCHAV7gcyQ1QUxUWLerPFe/xscnTvLNnRep2138MCAIA+4oLHIkOYWbqN1w3lJKjLrTY+DbbAxq3JZbYMdqoghRA/V8vMTAt/k3y98iqyT4ianb2Bo0uNbbo+0M6Nh9ZuKF97Ve+weRYwdKKMrIuyGlGHykfJyPlI/TsHs817zGs40VVvtVnmms8ExjhV87/9/ek4RgdMeM+MDR6/X43Oc+t//4j/7oj953zcExWccOfAaBQ9+xGdPTDDyLO/KLPNe4hi4qNzS/ppUYYRgiiyKns3Oca2/ghyGqJHO5s4MbeHyodIQds8mT9WV67oC0Gueu/AEIYbmzQ1zWsX0PPwwICfFCn81+nbKeIqUYSOK7M3Mek1Vm4sU3TAIWU2Pk1cSwTIJXdBJEOIHH1qBBQUvydGOFbbNBxxlwIjtLEAZYgct6v8bWoPEaB+URHzxy6g++96eMPKIgYnsuF7vbPF2/Ssvpo4giG/06S8kxpjMlNlp7AMRlja1B4w0bii0/6sHJaQlW+3tc7Gztr7wZkkpM1ui6Jltmg4bTQxVl0lqCrmsy8EwyagJBrNJ0+1SsNlW7zZQRJRtO4NF2+ti+yMagzoxR5P+3/C32rA4vttYJwoBpo8BfnL0bXZSpWB1ebG2gSzL/YeURdFklJcfo+zaGpHJ7bpGZeIGNYUAtIuCGPq7nk1YMlhJlynqaPavLTCLP1mCStV4NN/CRBZG7iwepWW2yaoLpeIHL3V1WezV+cuoO/uPaY1hBpMY08GxEQeCZ+goNu8cncgs3nLOG00dO5NBFheOZaZ5rXEMVJQ6lJmg5fZ5trtDzbObjJWKySkqJ8cfNNXyi89qwe3Rc80cqrXAch9/93d/df/yzP/uzo+bgt5kTB8vv9RBuOnJago+NneBjYyeo2V2ea1zjucYKa4PaDQnB7flFPjVxmg+Xj72j5W6jJGDEBw7P83j44YdvePx+Q5NknMBjKpbja9vPk1cTNJw+c/Eic/ESO2aDc+1NzL7DicwM84kSBTWFH4b8u2vfpetaKEI0A35rboHZeIGVXgVVkBCAkp5BlxQ2+lW2zDpBELAQL1O3eyiijECkUOSGPnW7x0Qs+47VLkalPR12zCZeGFDQkswaBbppk0ud7f2ZXAGB+VSZQ1pkQlbSrpswdfZfKwhDNgcN2m6fO/NL1OwOe1aHptOjXunxsbGTWFYLiGaIn2uuMGFkPxD27yNenzE9w9iw0f7VqKLMeCzL2eYaTbvP17dfoOsN8MKApKyT05K81NpgSk6Tj0W1/oakYknuD3SnvV7C1rB7KIKEKkcz9rdk53m0epHFZJnL3V28IEAXozWIlBJj4LmUEmn2rDZZJUbT7THwHLJGnNjQeXghUcJ0HZJyjO9UXqJitem7FjPxAnk1QVKJ8XDlPBWzzXyyxG25eXbNFncUltgeNNizO8iCxJ7V4cnaZR4qH2O5V0EQBKzARUQgpya4v3SEtX6VR6sX0SSVq70KduDw0NhRnqxd4WRmhpiocLG/xXS8yEKizJN7V/j85G2c72xRd3o4gYcTeBiSiipGzuWbgwboN/ZgxCSVo5k5/NBnMCzxswOPb+6exfQdJCE61xteA0WQCEqRH0lc1lAFCZ+Alwsk3xxBELC2tnbD4xFvH0pC4M6Dfz5Lgd4sBS3JJ8ZP8onxk8OEYIXnGtdYG9T4fn2Z79eX+dVzf8hD5aN8euI0d+aX3nZX7FESMGLETYosiEwYOWzf4Zu7Z/nL8x9iLl5iz2pTtdrcUziIHwZc6ezwpWvfYyZe5NMTp0lI0Yy+F/gEQcj59iZe6NN1TD4xcYppI8dzjWs4gc8t2TkyssaV/i5LyTKKILJndciocWRRpOMO6DgDcmqS7X4dLwxY69fwQp+JWJbpeIGinqJl99g0G1SGOufTRoHxWAZNUgjCAD8MXnep3vJcnmlc5WJ76wZ1oIKW5IHiURYTZap2Bz8MyKkJ2usV3G5UnqHLCvcVD/O96gVqVheAvmdj+Q73FQ9j+jaW72KIKql4Adf3We9XKWjJ/SCt5QzYM9vEZJWQKBB7uxICN/ComG0qVpuAkJKWoqxn0N8lc6cREbqs8qHSYZ6sLbNl1vGCgL5noYkKi4kyf7z5HOv9GqqscKW3zYxRICkpBGHIwLOZNvLYlsXR0hL5ZIZpI8el7g59zyYMoeMOUEQJWZQZeDZu4JOUdTqOSUxSOZWbQ0AgCAOOpCc5194EITLCEoVI1tfyHWbjRRRBxg9D+p5NRo0T9KosJcf4fn2ZrmsBIaoo85GxE2iSQtPp03T6xCWNspag79ucba1FiYco80JzlYcr5zmZm2V30CStxjmWnuJyZwfTd9gc2KRVg8qgzVJyjIrVIiQyRHq+sUrT6SEgoggS0rBsruUO+OLsvZxrb3Kxs82EkeP23AKyIHEgM4Yoiny/vkzfs5BFiaXEGDPxaLVFESUutjdZ7VdveI9uyc6zmJrkYneb5+vXuKdwkLPtNeKyjiFrbA4aqMPgJ6HEudzdZSZe4GR2Fp+AhKyTHimB3VRIKojiqNTyzRIlBKf4xPgpqlaHpxtXeaq+zJ7V5k93XuBPd14gryX5wvRd/MzM3WTeoi/PqxklASNG3KQkFZ16q8tdhYM8V19hy2xCGPJie5NrvT0Gvk0QhhiSSk5L0nL6vNTa4HR2jj/eeR4vDDBEFQG41Nnm9twCy91dNElhLl7gltxCVFtvdzF9lwvtbe4pHKLmdLnQ3kQRIrOyB0pHWO3ucbm7w3J3h65rIokSZT3NrFHgrsIBrvYqtN0BbhA1/F1ob3EyM4Mha6z0Kti+RzmWZikxxqSR26/DX+7tcr79WuWWmt3lqcYVPjF+kvGhtKHv+9TM9Ru2K+opPjV+morVpuX06bkWS8kyHcdElCTGYhk2BnVaZp+4rDMZz5FTE/tJQNPpc6m7zXq/TkhIRjU4kZnlQHLsx5pxGXg2T9WusNytEL4iuZky8txfPPSWjdVGvDWSSoxT2RnmEgW6rknHsZBFkT/ZOoMZ2IzHsqz2quTVJJVhw/n1oHvaKFBWkqiyQllP80J7g+frK5xrb5JR49yZW6LtDtgym8hEjfaWP863d8+yaTajRlnPom71mIjleLB0BNN3EEK41tsjqcTIqAYD36YQSyEA80aBrJrg1tw8V7o73JFf5Fp3j81BHUkQOdO4RkFLEoQBHdckpybIqQme2bkayWrKCle6u+iiAgI8VVvm4+Mn+NPtF7gtt8B4LEvD6ZFSDMIQfmHxQQxJZSlZYmvQJK0YBEQypSEhk0YWTZRp9wdcbG8xrme41N4iIevclVukbncjSVJBpmF3SSkxPlQ8TDmWAeBcexPbd1ElmayaZNG4sQTP9G1eaK9Rt7p8duJWkqrO9xtXsHyXpKJxZ36RljNge9Dk1tw8m4Man5m8jawcp+n2OZSaeNtnSEeMeK8o6ik+M3ELnx4/zVq/ylP1ZZ5prFC3u/yr5T/j3197mJ+cuoP/fu4+xmOvL/37ZhklASNG3KQogogTuAw8m5+ZvYszzTVOpGf2m/4UQUIURUzfoedZFPUUK70KHxs7gRcGKIJEVo3j+B4IwlCOUEOVFcb1HF/degZZFJmPlxn4Ng27N/wil5iLl5BFkVmjwEa/jqGofG3jeRRBYjyWpWZ3aNg9UnKM8+0NFFEmDKPZDEIQBIFH9i7ghT6aqDDwHS53d3ihscYnxk9yJDOF5blcbG+94fHvDJpUrQ4TRu41zw18h51+i7V+lTAMmTRyLCTKVKw2FzpbJORIRvCJ6mVqdnffeXTHbPKJ8ZNkFIPVfpU9s42VcvcD9ZYz4NG9iwRhwLHM9Ft+7y60t7jS3X3N7zcHdZ5rXOPB8tFRQ/K7xI7Z5NnGNXbNJg27R83ucltugYrZ5kpvBy/wKahJClqSy90dep5Fz7WIySqaqFKxWji+iy/BP7/0dURBYMtsYvsuju9xtr3Grtli12xhyBrH09M8Ub1MQMjzjWuYvkNAwFJynGcby5zOzvPY7kW+MHMPXhBQtdvsmm02Bw1iokZBn+De0iEqVpuH985zprmGKkocSI3z0bETPFq9hB14uIGHJimEYUhWjbNlNlFEGUWQaDkDgjDECTxUKSrvMz0HQ1I539rkJ6Zuw/Qd4rKGHbis9WroskIQ+IwbWdRhQ+5O2CAma6z1a8QljUkjR8+1iMs6f/PgJ5BEie/XltkdNPEJiEkaU/Ecn5+6g9+59ggIAt+unCMkREQgLmtMGTmeqi/z6Ve8R6VYioYgcyg1wZ7dZt2scWfhAHW7hxf47JotlpJlPjV+inPtTRpOH8d3KSaS+HiMx17rfzJixPsdQRCYS5SYS5T4wvTdPNe8xjd2z7I5qPN7a4/z++tP8vPzH+JvHPj4W1a7GyUBI0a8ywiCQBi+up31tfiETBp5vlM5jwDYvoMsiIiCgCbKhLBfTuCH4f6MYEaN80DxMH3PjtQzXJOYpCALUtQb0N3jzyov4gUBPdfiKXOZj4wdY6VX4Vp/j8lYjkq3zcnsDEfTU2ybDUzPYTaWZ8dsoQoSJS1FUUshixLf2T1HQU8hhyKyKFLSM5zOzlLrN2m7Nj1ngCapJBSdopbiXGuDjBonJquUpARxTUaXNZRQJCTADgNEAVwvgFfJNMZiMaS4xgu1a3Q8MzIXklVaZg/TsZg0MhwwysiixLcqLzKpZjlmTOHiYbsOaT1Bw2xzuDhGs9/llvIMuqSS1GQ8SaJrd4mpOju9xlt2He65Jle6kSZ88Drv87X+HsftmXdMaemNSCQS+P4b695/EKlaHR7bu4TlOeiiiut56Mi82FwjI8X476buou2adByTmWSemtnhkDE2LNFxGYQ2jhetYq31aqz1qpTUJGNaGlWQOJ2b579uPIXtu9yanUNGZCkxxgutVc53tliMl7A8G8f3eLGxyn3Fw0xoGT5dvoXl1g6fnbiFM7UVmn4PKRRoDnqkshpX7QpnmmvklDhfnLqLbavNSn+P1WCPn5q6le/XVyhpSWRkDiXGGFPSeIHHYrzMTKKAE3gQhmz266yZNQaejSQIpJU4VuBQ0lLsmk327GjVb6Wzx6HMOMfSM2iizKXuNjk1wYHkOFUzMu5zA4+q2WY2XsT1fS61t/mzyktYvsPB5DiKKLM5qFO3u7iBzwOlI/zu6mMogogb+ogI9D0bRZTpuzfK/lbMNp6aYkYrUjHbfGPnBTpuVE6V11IczUxyODWJ5bn0fJuimsQNfbzAx/J9UkPp4xEjPqhIosgd+UVuzy1wsbPFN3bPcrGzzb9beZgL7W3+8am/9IZiBT8IIXwz0ciI1+XChQsMBgMMw+DIkSPv9XDeFlotyL5idanZhEzmxm183+fMmTMAnD59Gkm6uZZhW60W2VccxB9ceJR4KkE5lmHayJN9D7R4G1aXa/0qe1YbHJ+SnOTo2CyxVwWZQRhQtTtUzQ5tZ0BIyJP1ZS61t1hKTnAkPcHvrj7GSr+CAEiIxGQVSRAJwpCHykdRRJnvVs5R1tMk5RheEPDZqdMYss6u2SKtGCSVGFWzjR1GRmFVs01BT+OHPmnVQBMVKlabmt1FCKHjmUwYWY6np2m7JgPPJq8l2Tab1O0OB1ITJGWN9UGdhKQxYeTwA5+2Z6IIErqkEoYhzaHqiiTI2IGLKkoU1BS6pNJwuoQImIENIeiSggAYsooXBOxYLZJyjJKeomsPcIj6DERCep5Nz7eJSSpp2SAmKcRlnYrdYs/qYMgqJS1NEAbEJIW2a1G1OyiCRFFPoQgSIdH4BsMZ0rQSi4JBzyWuRIZOHXdAUUvhhwEtd4AuKWTVxH79/2y8gBP6PNtYQQjBkDWadp89u72fsEQB0mFCYFzPYPsudbeHLMhklBiEAh3fpO30ickaBTWBLmsMPIuK1cELPHJaAl1UiElqZAI1aKCIMuOx9LDm3SYc1o9Heu4mAgJFLUUQBoQhWIFLw+kSkzTGY1labp+q1WY8liWrxqlYHbquiS4pZBQDNwz2VV50UcX0HcIwYDKew/cD2r5Jz7WxA5esapBVEmwP6tiBz1KqjB+E1J0udbtHTFYoails3x2uIgWYvosmKaiihCRKtJw+YQiaKNPxTLwgYCyWRkRg12xT0JMIAuyabRRBYjqep+OZ1K0ukiiRlKJ7SxJFLM8hFEJyagLTcxAFkZ5v0XUt0opBUUsiCyJO4NNxTbqeiSiK6GI0Hj8MIQzJa0kGnossCvR9m12rhSrITBl5gjBgy2wAAjk1PnTXDei4kb5/UUvRHSYEkiji+B5u6KOIIrqoIhK5hQ8CFz/wUQUJBKhaPfJanIKWpOH0qdkdEkqMtByj7ZookoQqSoQhnG2usTVo0HIHmJ7DdCLPrdkFHtk7z2yiRMfqczo/R0BI1zWZjZdIKzqXWpsktDiP7l1kz26TGwoR2L7LXLzIhJHF9GwOpMaxfA9VlPHDgJda63RdCzNwSMg6mijT82w2+jV+cemj/NeN72MH7rAnIsQPfezA41gQ53//8C/tf+79Px/+17ipJD3Pxg1cjqWHCkGSgiREyUNOi3NrdhE38FBFCRGRmUQBRZC4rbD4I38mW5bFr/7qr+4//pVf+RV0/UdP+t8pbvbv2TfielxUCXqUF976auqIH87T9av8zuojuIHPUnKM37n37/zIKwKjlYARH3i+svk0WtJAFiTuyC/yYOko88nSu7b/q51dfn/9SVaHpSu9Xo+kEuOnpXu5u3Bgvz7cC3xebK6zOajzWO0SVavLX5y+izAMmUuWuDU3x39ae5y7C0tsDerYoYdHQM+LApmMYnA6M8e/WP4GXdek6fRZiBf5y/MP8t29czxRvUxC0em5Fhk1zhdm7uLFxjrnupvcXTzIH209y8nsLJbvsmk2ebq+zKnM7H7gttavcaa5yqnMHB1vwH+49j0Gvs3t+UWeb6wSkzVmjTyCKPL17RcQBIEds4kkiGiSwqnMLAlFw/Q9vr37IvOJErIgkVRiHEiOMXBtnmos44cBe1YbSRC5Lb+AIansWV3yWoKn68ukFIOfmbmLte4exViac61N1gY19qw2A99m3ijwNw9+it9be4yzrXXc0MfyHRbjZb44dz8XO1t8c+cFBr5DQEhejRQaUrLOptnk4coFUopOQU/xUOkomiTzn9afYKW3xyfGT/CN7bNc6e2SlPX9xud7Coc4lZ3lP68/Rc8zudDZxguihOpYegrbd+l4JjvtFqbnUNSSfG37eebjJT5UPkzVbHOlt8tifAyfgG/vvoQduEwZee4sLOIHARfb21ztV7B9FxD4zMRpZuIFnqot03T7JGSdPavNZyZu4UxzldQwSFwfVHEDnwOpcepWly/O3cfDe+f5fm2ZhKwzaeTYMVt8bOw4O2aTTbNBTk1wIjPDn2w/jyYo3F06wLnWJnbg0nFNFhIlwpDIf6K3gy4qfGP3LBuDOglJZyqeRxUkbs8vMalH9fbf27vA040V3MDDCX0m9SyfnDhFxxnQcAbktThVs8395aN8Y+cFxvRMdC4q5yAMOZiaYNdscXtukdO5Wb6y8TRnWqssJcZ4oHSE3772CDWrS9+32Ro0SCk69xQPYXsOgiCQUeNcbm/zmalb+ZOtM5xtr5GSI7fZY+kZHho7yqOVC2xbLS53o8bZgprkw+Wjw16TMc621rktv8A3d87zp9tnSCsG0/E8XdekrGeQRJHHq5eIyzr3Fg8QE1U0ScHxPQp6mo3+Hmk1weO1S8iCxLbZHCaccb4wcyffqZzH8h26w1nwitXiofIxFHGM/7zxVDQrH7r0XIuJWI6Hykd5un6VciyNiBg1BYsSCVlnub/Lpd42Z1vrfHHmPsp6ihVpj9+68k1kUcLyozK4+4uH+FDpCP9x9THOtTfRRIU9pUNC1onLGt/dO89PT93JhJHnS9cepe2aHElO0PD67JotDqbG2Ro0sHyX2XiRmKSgyyqr/eq+upciyhiyQlnP4AcBB1LjN3xGPte4RlqawAsDGk4PQ9YJgIudLbqehSbKzAcldmMtHq9e4i/Pf4hL7S0m43ly6qgheMSfT+7ILzIey/BPzv8hy93IaHPydcpnfxAjy8wRHzi84PVLHrzQ54naZZ5tXN1Xk3mnqdtd/mDj+1zr793QINp1Tb629RwvDbW9AVZ7VdYHVR6pXqDp9BEFgafry9ySnUMXZZ6pX8Ua1u/+7Pz9HEiUERHQBIXDqUl+YeFBbN/lttwCh9ITHEpN8Pmpu/he9QIvttYxZI2W04+CbLvNb688wm2FBbzA55HKeY5mpvhO5Rwz8QJnGtc4kBxjYxDp6WfVOC23z6XODrqk8OjeRUKiWuRts8m21eTF9jpjRpbnGitYgctL7Q00SaHlDlgb1DjX2WLbbNN2+ySVGMvdCpIosj1o8N3KeVx8BAS2zSZ93yYg5JHKBQa+ixO47FotilqKXavFl1cf51RujmfqVznX3qBh96JmSwQOpSb5z+tPsW21sAMPQpAEiYQS4/v1Za50d+h59rCMKqDudPmT7TP0fIeNfo078gvsWi1qVoe2O+B7exdZ7u1ye2GBc+0tXmit0fFMmm4fO/DYMVtc61V4ur5M2xuw3K2QVeMYssau1eJ7exeZiOfouCYNp8dMosDFzjYJWedse43vVs5TimUoaWn27DZf23qOop4igOi8OwO+vvMCHc9EEkSc0EcRJR6vXeZce5NxI0NeTbDSq7CYLPNfNp5CEWQGvsMzzavRzLukcqaxyl2FA/zJzvOca20gixIFPcmFzhZtd8B/3Xya2UQJCZHvN67y3b3znMzOcjQ7xVfWn96f5e57Nle6u6RVg2v9PQQEvr5zls1BAwEBTVKi1/RMnm9cI65oPF2/ysPVC/hhgDN0i92ymnx9+wVSapyr3R26ns0D5aP826vfQRYkZFHi6zsvYPoOfhhwsb1FSonxvep5Lna2qbs9ep7FfKLE+fYmzzdX6Xgme1YbRZTouBZ/uv0CaS3Oxc42A99hPJ7lX135JpPxHAICbc9EEqLz8OXVx2m6fS52tvadqGtOlz/dOYsqKTzTXOFoZopnG9f42tZz6MMSt75nc61f5fHaJfwwYEzP0HT7/NnOSwTA2eY60/ECf7p7hryejhIrUWG5txutAtk90orON3dfpO30qQ4b9Zd7FTJqguVuhV2rzdnWOmbgYnpR8rplNvjTnRc4kp4kJqk821hBFiR6ns222WQqlicEOo7JttXACly+tPpotNowVNHSRYXL3d3onnAtAqI+goHnRM2+YchiokTD7XGps0XbNVFFGTNw91fDLra3mYzl0CWFF1qr6JLC5qBOQLSyYYeRMaHpuyx3K9xTOsiu2b7hc7LrWTiBT9e1cAOfl1oblPXUvtCAHXhc7e1SUJPsmE2+tfsS0/ECQRi8Jyu7I0bcLMRlHXk4+991X2ts+MMYJQEjPnDU7Td2kgV4sbXB7hsYUb3drPVrrA/qr/uc5btc6VZoDJvfLnW2sXyPzvBGFgUBRZJ5obXKfGKMhhOpi2yadR7du8ituQX+l0Of5m8f+iTjeprNQYOvbj/H9/YuMHAdgiDACV2ebawgCiICAj5h1JMA9HyLC50tbsst4AY+QRiSlgw2zQaziSJBGO4HQ5Ig0h+WAD3XvEZBS4EgMBbLsjVo4AY+E3qW8+1NxvQMO2YTgcjc6Hry07S7GLLKS60NDiUnsHyHtjMgo0UJxka/hiyIeKGPLEgEYYhHwIutdTJqnF2rxXSigCYq1J0elzrbgIAgCJhDp+OMYpBREzzXXCEIQ2QhcjbNKAY5LcGZ1ip7VpuSnsYPg/3nG06Pc+0NDqWniCs6PiEHU+M07R6XuzskZB0RgbrTxScY9mi49D2LlBJjLJblfHsLN/Ax/UjDXRmqlYiCyJXOLklFp6SnmE+UONfeJC5rhMCu2WK1V2U+UeJydwcvDBj4DlNGjrKe5lxrg55rUbU6JIcyiBnFoOn0I4OoIGQ8lmXgO+iSQsvpk1T1aOUJCAgxfRdREEirBhfb2/R9m7QSY+A7Ub22IOAELmv9GsVhk+W13h5TsTxVu4M1LBurWR3Kepqm0yevJbnU2Y60381IXSkuafSGyktVq0NajbFp1rnY3UYRpCgpewUVq8W13h6nc3Ncbm9j+i524JFV41zqvuwRcT2YdAMfXVR5obHKkdQkuqSQ0xI83bhKUUuyZ7VxAi96XwnwCTjbXOdIepIXm+vk1SQtd0DV6lDWM4gIpJVY1OQbeLQdM6qnfwVdz6Tv2VHwHYY8Vr2IKAjIokhajbNlNpAEEZ+Ql1rrLCYjgyQ39DnTXOV4ZoaOa6IgUrFaKKJM0+3vTwkEBIwbOV5orkVlSq5JXNawApe4rOOHAY/XLnEkOUHfsxCGvSZBGFKxIgnamKzRdqLytKj+XyStGkzqWRRRQgwFnqpdIa8lMH0bJ/AICEkpBlW7w67ZJvUKiU0/DOh6FuuDGjPxIi27Pwz6o8mJ5e4us/EiEJUKuqGPTFQ+tWO2yChxBp7FsUykEx8S4gcBRT3J1qDxGoO/kEhSFyEclmW5iIKIF/hIwzDFC6P3U5dVNgd1clqC9X6VxMjjY8SfUy53tvl/nfsD7MAjpcQo6T96g/woCRjxgcP07B/4fMvt03EH78pY9qx29OX2BtTsDnbgYQceA9+m7fZveF4RZZ5tXIMwxJA1Bp5NTo1j+S7/bfNZ/s3yt/ida4/wRH0ZTVK40tkhCENW+3tUrDZtd4AXBEiCsK+QE4bhvtPuttkkryURBQHTdzmVi8qBGNbvX5+Jc0MfN/BIyjq27yIJIpIgIgsiduAShCEZxaBitZEFESuItnECD3Fo4hMQ0vMs+p6NoWhIgkjPs4a10z5Nt48+1GcXh7rqEK2m6JKKRJTIQOShsDVooklRbbIfhggI6JKKG3r7JUCqGAWDmqSgSQp1u0ffc4hJCgHhvr1QQEjHGRCX1SiYEqPtrweehqTSc6NA8HoA4xPiBUEU7Ashfd/GDTxkUaThRDKJC4kyOS2OF3rclT/AicwM39p9ES/08cIomTB9h6bTJS7r9D2LkHBfuUWVFHqejUfkdKwOvRYEIXJ2rTs9REFAFWXiskbLGQDCy0EVDJMxl6Rs0HUtLN/FC3xUUdm/V4IwQEBgz2rv660Hw3H03eiYvcDHCT0UUSYYXkNBGNJyB/vXkySK+9eM5UeBXNe1hr0E4g2rYfvn3R2QkHUUUaLqdCKfBkG4IZm/3mA98G00SaHjmciCSFKJ4QYebWeALEi4oU84/G//HjTbpGUj6jEg6qOpOz2Sio4kiBiyRsPuRtejbyG+6msxBBpOZKLX9yzaziC6psPo2YHv7O+v61rokjr8u5CWM0CXoqC/qKepWG20oZ+AMDz+EPCD6F/WsPk/Mr9i6NwdULO7ZNR4dHz75z7ADaMeBkNUCQkJCLGHs/Qd16Tl9vFCn5wW3y/Z8YLIkSMMQ1RJwvScKLEdqlUJwvXrIRqXG/gEhDSclxOXnm9h+Q7TQydjy3OQJRlNVGg4Pe4qLHGls40XBtxfPERS1gmBspam7zkkX6fhvuuZpJU4wrCBueua+ESfXQIwbeTZNVuU1NT+Z8bAc0bSoCP+XOEGHk/Xr/Lrl/6E/8+lP6brWRxIjvPv7/nb5N7CqtioJ2DEBw5NUSkfnMUblh0I4o1f6tcDvHeDhKwjCiJB+PolStebemVBQhLE/QDiOk2nz6SR55s7L3J/6SC/33yKo+lJNElhPJbBHdadt50BlzrbUcNh4O07/sYkBV1SCEP2A2iI4hcRgZRs4Ic+KTlGXjU419riDm2RvufsB/rXA2x/GBQuJqd5vHoZTZQRBAEREUEAO3AxFB0QUAQJJ/BvaFISENBEBVkQcYczkTFJxQ+DqNlUUvGDKBgNCRGGfxuTVbzA398OIjWklBKjYrWi1ECIgprrqwgCArIoRcEnQpQoBAGGrKIK0n4AHu6PDVRJwQ+jbZzAIwijxloRcAMfTZJRRGn/LApEqzV+GCIhoQ6ToiAM92ubO67JRCxLSUtzsbPNs40V7MBDQkAarsgookRM0nADD2XojKoIEm4QBXyKEKU/0XvxsqupiEBMUoez/QGO7xEbXj8Swv65gmglxw5cdEmOxkgYrYS8IqkghISi3TATrkkKsigOj1UcNqAH+38TDn0qwuH5CMMQSRDwwyhRI4xceRVRekNFLE1S8MIgSjIlHXd4/Rryy/eCMHyzFDFauVFFmTAMsX0PSZCGalnhDe/Nda7PqmuSEiWXhMQllZ4X+Wy4oR8lHnZ32Ej92nHGJBXTc1DEKNDtYYEQ7ef6e3b9fXulw7UmyQRELsN9zyah6OyF7WEj+suzcLIoEoZR0u+H4X4iIgyvk5ikYg2T7+sreYIgIITR32qSjCSK+9fJ9bHYgRe5HysxZFHaTxSE4X9eEJ3Lle4eJzPTnGmtIbzietAlhYCAE5lpvrL5zP65FRB4onaFh0pHmYhlEYGa3SOvJ7m/cIia3WXTjPwGQkXnI2MnKQwDlE2zzku7N/p9QDTTDyEZJc5Scoxz7Y39z8WYpHIqO0vD6ZFQdEzPxfZdDqbGX9eE8M0gCALlcvmGxyNG3IyEYchav8YT9cs8Xb+6v0IP8LnJW/m/Hf0Lr4kd3iyjlYARHzjmCxP8kz/+d3zhd/43fuZ3/iFq/MZZpwOpcSZ+TIONN8tCokT+DbJzAYEDiXFyahxNkllMlkkrxn4ZCUQrBfPxIi23jyoqHE5NsNqr0XUjN864rBITVe7IL7LSi/wDIApuo2BTZDKWpedZw+CY/RlwWRA5nZ3lUnsHRZTQJJUNs44iSGTUOKokR2U5BDiBR1zSEAWB8ViWrmfiD4Ow8VgGVZTZMpuczszSdPoU9FQ0Ay8q+07AsWHitZgcY7VXRURgysiz1qtiyBpz8RI9z0YWRbwwQIzSCw6nJmk5feKyxu6gNZzFljiZnaHvOSBEiV0wVPexApf5eBFdVKJzIEiRs6rd43BygqKeomK1kYiCahGRuKSzlChzobWJOAy2r49rwsjRcgeR8pAS3z+/mqhgSCpdz6RqRdKJmqTihZE6T05N4AQeDbtHSU/TdQf7M9qapOwH20UtxVyixFq/xnSigCgIpJQYW4MGe2aLxWQZQ9LIqwm6TlQq1vdsUkqMw6kJ/CBgz4xclfVh0N71LErDsp6QqG60O1QIGo9lMSSVjju4wWU1IORAYpyNfg2AvJqg51lMGjlERHRJIa0Y1OwucVmj45iMGxlikkJC1hAQGPg2cTm633Jago47YNrIMxnL4YZDxZtXkFIMZuJ5zrc2KerpofqOTdczOZC4sXlUGB5H2x1wKDnB+qBO2xngBB5HM1M0nD55NYkiSPvXuAAcy0xxpbPNweQ4XddEFASm4wU2B3V8Ahp2b/+9yqmJ16QA6lBBKggDkpLO8ew0fhgShiEDz6Gkp/Zn5w+kx1kbuuGKCBxLT3GxvUlBS7EzaDKfKNF2B+S1SB42SqIFWs6AKSM3dB6W9lfQ3MBDRIxkAbtbxKWXS18kQSSnJpiMZfl+bZn7i5EJWWyoxIUQBdYHk+Ocba7zQOkoTuDhDcu/RCFa+RmPZfHDkBmjyHQsTxhGr62JCkklRl5NMhXP7ydxTuATlzX8MOBblZeoWR0+Pn6KewuHyKkJslqCZxpXsXyH5d4u51qbPFa9wAutNb6y+TTTRoFrr3IMlof3XN+zuSO/wGKixKxR4GBynLsLB3mgdITn69co62mudiscTI8DIQfTk7xVNE3jl37pl/Z/NG1UVjTi5qFmd3m0epH/4+q3+ZUzX+JXL/whj+xdwPQdxvQMf23xI/zBA3+P/+3EF95yAgCjJGDEBxBdVvlw+Rhz8SKvntuZjOW4LbdIUU+9K2MpxzJ8cvzUDV/eEAUndxeXOJqeQr0eHCfKxGWdewqH9mdxQ6La7M9O3krT6fHRsRM8UD7MfKJEw+5R0FLcXTjAweQ4d+aXmDdKQ1lDmVuyc8wlivzk9J0ookR/qCJ03dnzE+On6Lkm1/p7HM1M4/g+p7Oz7Jgt4rLKYqLEpJEjo8RxfJcHyke5JTvP9qDJkdQk8rCp93qQmlJiGJJKSU+RVgzG9EiSMy7rGKLKbbkFhBAW4kU2B3VOZmfxh419d+QWoyRFgLRiDGczQ+bjJaaNPAPf5mh6il2rBYR8evIWmnafOwqL5NUkKcXY7yO40N7ki3P3EoTBsGEqanas2G3uyh+gpEXBsTAsM1BFmVtzcywmxshqCZ6rrVDUUtSsDnNGgQdKR9BEmXPtTY6np5iK5ZAQScg6MVlFQCClGDxUPobju/vykKbnMBHLMh3Po0sKxzMzxGRlmJjlaDsDylqak5kZCEOqVovFeJkTmRna7oCeZ9H1LBYTZQ6lxslqCezARUSg7Q44kBzjaGoSn6i5eSFR4qXmBp8eP83Ac1iIlylrkUys5TscSU3yvb2L/IWp28hrSUzfoe2aLCbKuIHPQ6WjQ8UYyCoGn544zdO1q2z269xXPERMUiNnW8/mQHKMzX6duwoHaLkDPj1+GlWQcIez4EUtSVKJMZsooYkKdxUOMB7LIg1XNSBK3O7KL5FV4liBy+HUBJdaW3xh5m4aVo+0EuNEOpIYdAOfg8lI3WgxMcZ9xWi2WRJELrW3eLB0FF1UKOrRfi3fJSaqHE5NkFOTIAgsJstc6+3xl2bvZbvfwAt9VEHGDXwqZptPjp9CFxUWE6X9zw0JgQfKR2nZPe4oLHGus8VHyydYSJToehZtd8CYnsGQNWaMAvPxIuv9GqogcTA1zrRRIKHE6Dh9PlQ+QsvucX/pMJbvMqanCUNIKTGWO7v89PRddB2LKSOHG3jMJ0pUrBZjsTSH05NDOWANRYxWczRR5q7CATquxdV+hUPJce4tHmIxUWY2UcTxXT42doKynmbbbHIkNcEducV9fxFJEBn4DklZ56en7+Br288yFy/w+ek7+FDxMJ8YP8nPTN9FzzVpWD0+NXGauBRJw6YVA1WQ0UWFe4uHONtc4+n6Mpooowgid+SX0IYStroUqQKt9ar8xZl7cD2PW3LzN3we3lc8xD35g/zluQ+RV5P8t61niMs6B5PjrPQqfKdyjsPpKS63t3ho7BgfLR/n1twC40NH4hEj3u+0nD5P16/yH659j//17Jf5h2e/zJdWH+WZxgpdz0KXFD4xfpLfuP1/5CsP/j3++oGP/chKQK/HyCfgx2DkE3Bz6xfvDJq82NoYKvCEHElPcjg9wWy8+K7WkXqBz9Vuheeb11jrVZE8OJWZ5WRpjrJx44pEz7XYNuus9+tc7UVykBOxHKdzc6TkGBWzRSiA67l4wK7Z4Ep3l/l4iXIsQxAGmIFLTFSISxqbgxrzyTHa7oBnGytsDOrktSQnMzPIgsj59hYZ1cDyHQ6nJ8kqCc4217jc3WFMz3BHfoGAaFaibneIySqm5w5r8cOhM2nAlJFHk2Serl9lXM8yE8+zY7WomG1kMTIpIwwjR1NRpudZrPdr9H2bewoHSMkxtsxIwaRitvCHLqhp2UAd1v2fa21gKDqnc3PYns16v8GkkSOtxrjW22O9X0cSRZYSZebiBULgbGud5W6FpKJza3aBnBrHx+dqd48LnS10SeFkZpaimsIKHa5199g2m5RjaWbjxeEsiYgkClzp7mJ6NkuJcWpOlx2zSVKJsZQYQxRCrnWrHMvOUDFbXB2uypzMzJBTE1zp7CAIMBHLUXe6XGxvkdOS3JpbIAgCLnQ2kQWJpeQYkiBxubvN9vD1T2RmyKsJtswGL7bWo5KsRJlZo0hWM7jWrXKmtUpGNVhKjhMTFWpOj7bTpxxL03YsqnYbWYhcZ2OiQkjI1V6FrUGTnJbgZGaGmtXh+eYaB1JjHEtPcbVb4WqvQkoxOJwexwt8Lnd20CSFzHBFpOeZnM7OY/kOVbvDlc4ubuAxFS+wEC+x0qvQcQc8UD7CwHe40N7mam+XhKxzIjOLPtSVV0SJitVCExUOJsYxQ4flboWErBGEITtD196l1DgFNcnl9haTiTyu73O+s0lOTXA6O8dqv8pGv4ZPwGQsT1qJEqAQ6DomM4nisPHUixSMnAFFPcWtuXkycoy622elt0fV6uCGHtNGAU2SiUs6A89iOl7E931UWeZyZ4dzrQ0Sis7p3DyKELnn2qHH4dQ4OTVB37Wwg0jNaTFRZtts0LT7KJLMnt3BDTwkQWQmXkAMhaE7bxUncFFEBUNWsTw3SsZVg3PtTVZ7FXJaiiOpCbzQZzBUutoxW8wYeQ6kJqjbXS53d2g5fQ6mxhnTM1xqb3EgOU7XN3mythzd86lJDqcnaTo9LN9lx2xBGDIZyzGTKLBrtni6sYIuynyofATLc3mmcZWa3WUuXuJwaoIds8mV7g6nsnMsJkpcbG9jBlHd/67ZjhyTw5ClZJmsGo88Jup7fOzYg/ufe7///B+j5POsdCtMxHKMx7Jc6GxStTqMxbLMJ0oogkRC1sgqCYqxFMkPuDTo++V79tWMfAJ+OKbvsN6vsdqvstqvstar0nxVP6AkiBxPT0cGYflFjmem93vC3k5GScCPwSgJeH98OAVhECnF3AQNZI7rsrq6yqDf58SJEz/w3AVhVEjzeuYfQRAQEB1XEAT/f/buOyqKqw3g8I+OCIIF7Bo1gkZEQcXeG2Bvwa5Ro0nUqDHRaIwlibF8GhM1xpIYe4nGBqJYAStqxN7FAnZBBOns7vcH2Q3rLrAICsr7nMNRZu7cuXN3mJ13bpnUri0oMTM1Q6FUoFKm9mw2N00dxKlUKDT9gY1RzxSk0GxngnHqUMTUjt3/7tdIPUoQSB0I++/QQXip04S6f7OStP2xU9OpuyCpB26aGZugVKpQovy377MKBSpMMSYFBUZpekT/160j9f8qpRJURhiZaJck9d9/BxST+gTXCCNURqrUFz1pyqf695hV/+4ZUlBijgkpKDBBuysJGJGCEtN/81WXJbX+UscvmJuYkqhI0uxbPaYh9XdlmvT/zXSiAIz//SyU/+7R+N/tIHXwqvrzUqHS1JPy3+NQ/Zu3+qm6+tMwUdfTv+kUms9bRXKKIrVeTE00n4vi3/7h6s8OVBj/++K0tAPI1f+q+9Qb/3v8ppigQvnvfow0Q3LVn6UpJqRozi99c8IY/Xt+KDUDv1NQ/Fvm1M/GTJPHv/3Y/52dyfjfOlJp+rijGR9hiolmcG3q56HE6N/aV8G/ZTcm+d8yqj8n3fM59bhSB9eboDJK/YRVac7X//6elGnKoT7PFP+WVP3Z/jfiwOTf/ZthovlXff4bpalr9TlrbGSU2pXn3/NMPf5Efb6qPx91varPAxNSx8eop05Wl0D57zFgpB6En3oW/nfu/veZqs+N1DEhaJYYp0mv4L/zInW71PIkpaSkvgjN1ATTf//2jKKisHD4rz9+4uNHqOxs/yuviSnJitRxQ2Ympnni2v2mvW3fs2oSBGhLVqZwP/4Zd2Kfcjv2MbdfPOFhQpTO1dAYIyrZlKB2kYq4F3ufmoXfo+AbmPlKBgaLd45CoeD8+fOa36tXr45pHrmAmhgbExMdbVBa4wze/GdsbPzfLCb/Hpp6qLOJibFmWWo+gN4vUQMHR+dg1Zmp95lOnhn1bFQoFJw5dwZ4PV+K6e3bkMtwAeO886ZRfRQKBRcuXQDe3A2F+Uv/ZnU7+K/uzdNZn12G5KVQKLiQznmX3bK8XEeZ5Wdm6N+sHrlxE5l63qVei9V1ZwZgpn2kFmbmYKb9l2ZhnJOftC6lUsnjx481vzs4OGBsLD2kxauLTUnkXlwEYf/+hMdF8CA+Ss8DkNS3xX9gV4ZqtmX5wLYMVQqVSp2g4A2TIEC8c2JiYnB1ddX8/uzZM+xebs4QQgiRbyUlJbFkyRLN7+PHj8fSMm8H8yJvUP07hfa9+MjUG/7Yp4TFRRCRpP8dRbZmVlQpVIpqdmWpZluGD2zLaCYHyG0SBAghhBBCCPGSFKWChwlRhMVFcC8uUvNvrEL/+4hKFiiMo01JnAqVxKlQKRwLlcLBolCenYJWggAhhBBCCJGvxaUkEq7pzhPJvbgIHiREab2fRc3EyJj3CtrjWKiU5qbfsVAprTdvvw0kCBBCCCGEEPlGdHI8YXFPuRub2nf/btxTnibG6E1r/e90tY6FSlL5338rWDu8ltl63rS3/wiEEEIIIYTQIzo5ntuxj7kT+1TTfz8qOU5v2pIFCqc+1bf574a/hKVdnu3Ok10SBAghhBBCiLdesjKFsLhIbr14zO3Yx9yKfUKEnif8RhhRrmBRnAqVokqh0jgWKomTTSlsza1yodS5R4IAIYQQQgjx1olOjuNa9ANuvnjErdgnhMdF6O3DX6GgPR/YlqWKbSmcCpWisk3JNzIPf14nQYAQQgghhMjzXiQncC3mQepP9H0eJETppClsXpBqtmWpZleG6rbl+MC2DNZmMv2rPhIECCGEEEKIPEehVHL9xQPOR4VxNfo+9+IjddJUtimJW5H3qG5Xjmq2ZSlVoPA724c/p0kQIIQQQggh8oRERTKXnodzNuoO56PCiHtpTv6K1g7UKlKR2kUq4lqkInb5rB9/TpIgQAghhBBC5BqFUsnZqDuciLjBpefhJKsUmnWFzQvS2KEqdYu+T60iFSliYZ2LJX23SBAg3jlWVlb8+eefWr8LIYQQamZmZnTq1Enrd/HmPUuK5fCTKxx5cpXnaabtLFmgMM0cPqBZ8Q9wKVweEyPjXCzlu0uCAPHOMTc3Z+DAgbldDCGEEHmUiYkJNWvWzO1i5FvhcRH43jvNuai7qFABUMS8IB3L1KZVCRcq25SQfv1vgAQBQgghhBDitYtKisXn3j8ce3rt31t/cCtcgW7l6tKs+AeYvQNv4X2bSG0LIYQQQojXRqVSse/heXbeP02iMgWANiVcGPR+cypaF8/l0uVfEgQIIYQQQojXIkGRzOpbQZx+dgsAZ9uyjK7SDpfC5XK5ZEKCAPHOiYuL47PPPtP8vmjRIhkcLIQQQiM5OZmdO3dqfm/Xrp0MDn4NopPjmH91F/fin2FqZMLYqu3pWtZd+vvnERIEiHdOUlISK1eu1Pz+888/SxAghBBCQ6FQcPbsWc3vHh4eEgTksGSlgiXX93Ev/hlFLWyYVbM3LoXL53axRBoSBAghhBBCiBz1192jhMY+xsbUksXuH1O+YLHcLpJ4iQQBQgghhBAixyQpUzgccRUjjJhes5cEAHlUnnv7gkqlYtOmTXTq1ImaNWvSqFEjvv32WyIiIgzO4+TJk/Tv3586depQu3Zthg4dysWLF19jqYUQQgghBKTeywF4lKpBvWKVc7k0Ij15LgiYPXs2kyZNAqBv3764urqyadMmPvzwQ549e5bp9vv372fAgAGEhobSpUsXPD09OXnyJD179iQkJOR1F18IIYQQQgBDKrXM7SKIDOSp7kAXLlxg+fLl1KtXjz/++ANT09TibdiwgSlTprBgwQImT56c7vYJCQl8++23FC5cmK1bt2Jvbw9A79698fb2ZvLkyezYsUNGpQshhBBCvEbOtmUpW7BobhdDZCBPtQSsXr0agJEjR2oCAABvb28qVKjAtm3bSExMTHf7nTt3EhERQe/evTUBAEDVqlXp3Lkz165dk9YAIYQQQojXrEOZWrldBJGJPBUEnDhxAktLS1xdXbWWGxkZUa9ePWJjYzl//nyG2wPUr19fZ129evUAOH78eA6WWAghhBBCpFXRpjidy9TJ7WKITOSZ7kBJSUncv3+fSpUqYWJiorO+bNmyANy6dYvatWvrzePOnTsAlC+vOw+tevvQ0NCcKrKGSqVCoVDkeL65IfUwTNL8ruDlQ0t7rHnxuF8uU+ox5I1y5vW6y8uk7l6d1N2rk7p7denWnUKBycvp3nDd5uXvCXjz552++67sMDMyQalU5miewnCGfp55Jgh4/vw5ALa2tnrX29jYABAdHZ1uHlFRUenmod4+JiYmO8XUKz4+njNnzuR4vrkhJsYEqKn5/fz589jYpH8ByqhlJre8/BmnHoNNLpUmfXmx7t4WUnevTuru1Undvbq0dWcSE5PmWyZ1neINX6OTk5O1fj9//nyefVnYmzjvatXK2a4779J90dvI0M8zzwQB6j9Ic3NzvevVyzMaE5CcnIyxsbHWeIKsbC/eDUZGRlhbW2v9LoQQQqSl715BiPwkz/wFWFpaArrRuVpSUhIAVlZWGeahVCpRKBQ6TSHq7QsUKJATxdVSoEABnJyccjzf3PBvY4pG9erVsbPTXqZQKDRPJqpXr57jzYg5IerlA8kj3oa6y6uk7l6d1N2rk7p7denW3UvX5+rVq6PzRfMG1KmTd/usv+3n3bt0X/QuyzNBgLW1NcbGxul211EvT/uE92XqbkDR0dEULlxY7/avo1uIkZHRW/cHmp6XD8PExERnme76d+PY3zSpu1cndffqpO5endTdq9Oqu5fq0MTERPfLR2i8jefdu3Rf9C7LM7MDmZubU7ZsWcLDw/UOJrl79y4AlSpVSjePihUrAhAWFqazTr0so+2FEEIIIYTID/JMEACpTXNxcXFcuHBBa7lKpeL48eNYWlrywQcfZLg9QHBwsM66Y8eOAehMPyqEEEIIIUR+k6eCgK5duwIwd+5cTR9+gI0bN3L79m26du2KhYVFutu3bNkSOzs7Vq5cycOHDzXLL1++zPbt23F0dMzTfQBFzlCpVERFRWl+VCpVbhdJCCFEHqJSqUhISND8yPeEyI/yzJgASJ3SyNvbm40bN9KlSxeaNWvG3bt32bt3L+XLl2fkyJGatPv27ePy5cu4u7tTt25dIHW8wKRJk/jqq6/o3Lkz7du3JykpCR8fH4yMjPjuu+9kpph84Pnz51pjQp49e4ZdLgw6E0IIkTclJiYya9Ysze/jx4/XTFAiRH6Rp1oCAKZOncqECRNQqVSsWrWK8+fP06NHD9asWUORIkU06fbt28fChQs1bwlW69ChA0uWLOG9995j8+bN7Nmzhzp16rB27VrpCiSEEEIIIQR5rCUAwNjYmIEDBzJw4MAM082cOZOZM2fqXde0aVOaNm36GkonhBBCCCHE2y/PtQQIIYQQQgghXi8JAoQQQgghhMhnJAgQQgghhBAin5EgQAghhBBCiHxGggAhhBBCCCHyGQkChBBCCCGEyGckCBBCCCGEECKfMVLJu7Jf2ZkzZ1AoFBgZGVGgQIHcLk6OSEmBs2f/+71GDTB96W0SKpWK+Ph4AAoUKJDn3sKckpLC2TQHUaNGDUxfPohcktfrLi+Tunt1UnevTuru1aVbd4Z80bxmSqWShw8fan4vUaIExsZ557lobpx3lpaWVKhQIVt5XL58mbi4OKysrKhatWoOlUy8LhIEZMPp06eR6hNCCCHE2y4nbtwlCHi75I3Ho28pMzMzkpOTMTY2xsLCIreLI4QQQgjxSiwtLXMsj5zIS7x+0hIghBBCCCFEPpN3OsAJIYQQQggh3ggJAoQQQgghhMhnZEyAEEIIIYQQBlAqlfTq1YsCBQqwYsWKN7ZfJyenTNOMGDGCkSNHGpynBAFCCCGEEEIYYOrUqZw5c4b69eu/0f2OGDFC7/KUlBT++OMPlEoltWvXzlKeEgQIIYQQQgiRgRcvXjBx4kT8/f1zZf/pPeGfO3cuycnJjB49OsuBiYwJEEIIIYQQIh1+fn54eHjg7+9PkyZNcrs4GmfPnuX333/H2dmZYcOGZXl7aQkQQgghhBAiHevXr8fIyIi5c+dSs2ZNWrZsmW7akJAQlixZQkhICHFxcZQrV45OnToxcOBAzM3Nc7RcM2bMQKVSMXXq1Fd647UEAUIIIYQQQqTjs88+w9XVFUtLS8LDw9NN5+Pjw/jx4ylQoACtW7emaNGiHD9+nLlz53L06FGWLVuGmZlZjpRpz549hISE0L59e6pXr/5KeUgQIIQQQgghRDoM6Wv/5MkTJk2ahIODAxs3bqR48eKaddOmTWPdunWsWLGCjz/+OEfK9Mcff2BkZMTQoUNfOQ8JAoQQQgghhMiG7du3k5CQwGeffaYVAAB8+eWXbNq0ic2bN2uCgBYtWnDv3r0M8yxdujQHDhzQWX7u3DnOnDlDs2bNDJo6ND0SBAghhBBCCJEN58+fB1LHBDx69EhnfcGCBbl9+zaxsbEULFiQsmXLZjpG4OVgQu3vv/8GoFevXtkqswQBQgghhBBCZEN0dDQAW7ZsyTRdwYIFWbly5SvtR6VSceDAAWxtbWnYsOEr5aEmQYAQQgghhBDZULBgQSC1W1CVKlVe234uXrzI48eP6dq1a7YHGct7AoQQQgghhMgG9Y3/uXPndNYlJyczc+ZM/vzzT1QqVbb2c/bsWYAsvx1YHwkChBBCCCGEyIZOnTphZmbG/PnzCQsL01q3aNEi/vzzT06fPo2RkVG29nPhwgUAqlWrlq18QLoDiUyoVCo2b97MmjVruHPnDtbW1jRv3pzRo0dTtGhRg/O5du0aCxcu5MSJEyQkJFCuXDm8vb3x9vbG1PTdPA1zqu7SunXrFp07d8bV1ZUVK1bkbIHzkJyoO4VCwdq1a9myZQuhoaEYGRnx/vvv06tXL7p37/6aj+DNyYm6OnnyJAsWLODy5cuoVCrc3NwYNWpUjnzJ5FXZrbf8cn7pk9PXtvxyXYOcqbv8+H36NihbtiyTJk1i6tSpdOzYkZYtW+Lg4MC5c+c4efIkpUqVYsKECdnez927d4H0Bw1nhZEqu+0S4p02a9Ysli9fTpUqVWjcuDF37txh7969lC5dms2bN1O4cOFM8wgODtbMY+vp6UmhQoU4ePAgd+/epWfPnkybNu11H0auyIm6S0upVNK7d29CQkKoX7/+O/1lmRN1N3LkSPbs2UO5cuVo3LgxCoWCAwcO8PjxY3r37s2UKVPewJG8ftmtq/379zNy5EiKFCmCl5cX8fHx+Pr6kpKSwqpVq3B1dX1DR/JmZbfe8sv5pU9OXtvy03UNsl93+fX7NC8JDw+nZcuW6Z6vwcHB/PHHH5w9e5a4uDhKlSpFkyZNGDp0KPb29tnev5eXFzdv3uTixYvZD/pUQqTj/PnzKkdHR1X//v1VycnJmuXr169XOTo6qqZNm5ZpHnFxcapmzZqp3NzcVBcvXtQsj4+PV3Xu3Fnl6Oiounbt2mspf27Kibp72dKlS1WOjo4qR0dH1YABA3KwtHlLTtTd3r17NXkkJCRolsfExKjat2+vcnR0VP3zzz+vpfxvUnbrKj4+XlW/fn1VgwYNVI8fP9Ysv3Tpkqp69eqq9u3bq5RK5Wsrf27Jbr3ll/NLn5y+tuWX65pKlf26y6/fp+L1kTEBIl2rV68GUp94pY02vb29qVChAtu2bSMxMTHDPPbs2cP9+/f59NNP+eCDDzTLLS0tGT16NN27d+fFixev5wByUU7UXVo3b95k/vz5NG/ePMfLmtfkRN3t2rVLk4eFhYVmubW1NYMHDwYgICAgh0v+5mW3rnbu3ElERAS9e/fWekJVtWpVOnfuzLVr1wgJCXl9B5BLsltv+eX80icnr2356boG2a+7/Pp9Kl4fCQJEuk6cOIGlpaVOdwAjIyPq1atHbGys5uUY6QkMDARSmy1f1rRpU6ZPn/5OdjfIibpTUygUjB8/HgcHB8aOHfs6ipun5ETdtW3bls8++0zvNG3qm7bY2NicK3QuyW5dnThxAoD69evrrKtXrx4Ax48fz8ES5w3Zrbf8cn7pk1PXtvx2XYPs111+/T4Vr48EAUKvpKQk7t+/T+nSpTExMdFZX7ZsWSB1QFdGrl69SsGCBSlatCjz5s2jZcuWVK9enXbt2rFu3brXUvbcllN1p7Zs2TIuXLjA9OnTKVCgQI6WNa/Jqbpr06YNo0aNwtraWmfdnj17AHj//fdzoMS5Jyfq6s6dOwCUL18+3e1DQ0Nzorh5Rk7UW344v/TJyWtbfrquQc7UXX78PhWvlwwjF3o9f/4cAFtbW73rbWxsgP/ekJeex48fY2lpycCBA7l16xYtW7bE1NSUAwcOMG3aNEJDQ5k0aVLOFj6X5VTdwX+zQHh7e1OvXj3Cw8NzrqB5UE7WnT6HDx9m165d2Nra4uXl9WqFzCNyoq6ioqLSzUO9fUxMTHaKmee8znPsXTq/9Mmpustv1zXImbrLj9+n4vWSICCfadGiBffu3cswTenSpVmzZg0A5ubmetOol2fW9zMuLo6UlBTMzMzYtm0bJUuWBGDUqFH06tWL1atX4+npSa1atbJ6KG/cm667lJQUvv76a+zt7fnqq69eocR5x5uuO33OnDnD559/jkqlYurUqel+Gb8tkpOTgezVVXJyMsbGxnpnmMhOXedlOVFv+rxr55c+OVF379J1LStyou7epe9TkTdIEJDPlC1bNt2LkFrx4sWxtLQE/rtwvSwpKQkAKyurDPNSvxRj+PDhmgsWQNGiRfnss88YP348O3fufCsuWm+67hYvXszFixf5448/9HY7eJu86bp7WVBQEKNGjSIuLo6xY8e+E09pc6KuLC0tUSqVKBQKnS4K6u3fta4ar+McexfPL31you7epetaVuRE3b1L36cib5AgIJ9ZuXKlQemSkpIwNjZOtyuAenlmF3EbGxsiIyNxdnbWWad+EZH6xRd53ZusuytXrrB48WK6d+9Oo0aNsl7YPOZNn3dprV+/nu+//x6lUsmECRMYOHCgwdvmZdbW1tmuK/XT6ujoaJ35ydXbq7spvCtyot7SelfPL32yW3fv2nUtK3LivHuXvk9F3iBBgNDL3NycsmXLEh4ejlKpxNhYewy5+kJTqVKlDPOpUKECkZGRep9+qJe9a08ac6Lu9u7dS3JyMps3b2bz5s06648dO4aTkxPu7u6aaefeBTl13qnNmzePxYsXY2Zmxv/+9z/atWuX42XOLTlRVxUrVuSff/4hLCxMJwhQv/be0Lp+W+TkOfYun1/6ZLfu8ut1DXLmvMuP36fi9ZLZgUS66tSpQ1xcHBcuXNBarlKpOH78OJaWllpzFaeXB8CRI0d01qmnQnNycsqhEucd2a07d3d3RowYofPTv39/AMqUKcOIESPo0qXLaz2O3JAT5x3A/PnzWbx4MTY2NixfvvydvEHLbl2p/z6Dg4N11h07dgzgnZxyMCfOsfxwfumTnbrLz9c1yLm/1/z2fSpeo1x7TZnI806dOqV5u2FiYqJmufrthlOnTs00jzt37qicnZ1VderUUYWGhmqWP3z4UNW0aVNVtWrVVHfv3n0t5c9NOVF3+oSFhb3zb9bMiboLDAxUOTo6qmrUqKE6f/786yxurspuXcXExKjc3d1VDRs2VD148ECz/F1/Y3B26y2/nF/6vI5rW364rqlU2a+7/Pp9Kl4fI5VKpcrtQETkXZMnT2bjxo28//77NGvWjLt377J3717KlSvHhg0bKFKkiCbtvn37uHz5Mu7u7tStW1ez/K+//mLy5MlYWVnh6emJmZkZe/bsISIigokTJzJgwIDcOLTXLifq7mXh4eG0bNmS+vXrs2LFijdwFLkju3XXsWNHrl69So0aNWjcuLHefXzwwQe0bNnyjRzP62RoXaV3jvn4+PDVV19hZ2dH+/btSUpKwsfHB6VSyYoVK97JlgDIXr3lp/NLn+yecy/LL9c1yH7d5dfvU/F6SBAgMqRUKlm1ahV//fUXYWFhFC1alMaNGzNy5EgcHBy00n799dds3bqVESNGMHLkSK11wcHBLF26lLNnz6JQKKhSpQqDBw+mVatWb/Jw3qicqru08suXZXbqLjo6WtNsnpHu3bszffr013UIb4yhdZXRORYYGMhvv/3GlStXsLS0xMXFhc8//1zvAMR3xavWW347v/TJiXMurfxyXYOcqbv8+H0qXg8JAoQQQgghhMhnZGCwEEIIIYQQ+YwEAUIIIYQQQuQzEgQIIYQQQgiRz0gQIIQQQgghRD4jQYAQQgghhBD5jAQBQgghhBBC5DMSBAghhBBCCJHPSBAghBBCCCFEPiNBgBBCCCGEEPmMBAFCiNdmwYIFODk56fw4OzvTqFEjhg8fzunTp9PdZtWqVRnm36JFC5ycnOjVqxcAS5cuxcnJiXnz5mW4XVJSEnXq1KFRo0YoFIpMj2PJkiU0atQo03SGCA4O1lsnH3zwAXXr1qVv375s27Yt3W1GjBiRYf5ff/21Jm1KSgpnz57FycmJnj17Zlq2IUOG4OTkxI0bNzIt/9dff23Q8Rrqzp07ryVfIYQQ+pnmdgGEEO8+b29vatWqpfk9JSWFBw8esHbtWgICAli8eDGNGzfW2W737t30799fb55nzpzh3r17Wsu6dOnCL7/8go+PD6NHj8bIyEjvtvv27SM6Opphw4ZhYmKSafkDAwNp0qRJpumyonbt2nz44Yea31UqFVFRUWzZsoXx48dz+/ZtRo8erbNdUFAQsbGxFCxYUGddUlIS+/bt01pWo0YNKleuTEhICGFhYZQtW1ZveR4/fszRo0dxdXXl/fffz97BCSGEyPOkJUAI8drVrFmTTp06aX66devGiBEj+P3331EoFMyePVtnm/Lly3P69GkePXqkN08/Pz+KFi2qtcze3p4mTZpw7949nRaGtLZt24aRkRHdu3fPtOzR0dGcOXOGpk2bZpo2K8qWLatVJ507d2bgwIGsW7eOEiVKsGzZMp4+faq1Tfny5UlMTCQgIEBvnkFBQcTExOjUi/o4fX190y3Pjh07UCgUBtWJEEKIt58EAUKIXFOtWjUqV67MtWvXeP78udY6T09PVCoVe/bs0dlOqVSye/duPDw8dNapb2J9fHz07vPp06ccOXIEd3d3ypUrl2kZDx8+jLGxMQ0bNjTkkLLN2tqaVq1akZKSQkhIiNa6Zs2aUaBAAXbv3q13Wz8/PypXrkylSpW0lnfs2BEzM7N06wRg+/btFCxYEC8vr+wfhBBCiDxPggAhRK4yNk69DL3cN79OnToUK1ZM7w3vP//8w6NHj2jXrp3OuqZNm2Jvb8+uXbtITk7WWe/j40NKSgo9evQwqHyBgYG4urpibW2dYbrHjx8zffp02rZti4uLCy4uLnh5efHrr7+SkpJi0L7U1HXy8nYFChSgSZMmBAUFERcXp7UuPj6egwcP6q2TIkWK0KJFC27evMmlS5d01l+8eJFr167Rrl07rKysslRWgC1btuDk5MSxY8eYPXs2zZo1w9nZGQ8PD/7880+d9GFhYYwdO5Z69erh6urKp59+SlhYmN68Hz16xLfffkuTJk1wdnamefPm/PDDDzx79kyTxtfXFycnJ/r06YNKpdIsP3fuHM7OznTq1InExMQsH5cQQrzLJAgQQuSae/fucfPmTUqXLk2RIkW01hkbG9O2bVu9XYJ27txJqVKlcHNz08nT1NSUzp07ExUVxeHDh3XWb926FVtbW9q0aZNp+VQqFYcOHcq0K1BMTAze3t5s2bKFNm3a8O233zJy5EiMjIyYP38+v/zyS6b7UktJSeHYsWMYGRnh7Oyss97Ly4uEhAQOHjyotfzgwYPExcXpDQIg4xaSrVu3AhgcGKXnm2++ISgoiP79+zNu3DgAZs6cyaZNmzRp7t+/T48ePdi7dy9du3Zl7NixxMXF8fnnn+vkFxYWRrdu3fD396dTp05MmjSJpk2bsmHDBry9vYmMjASgffv2dOrUiVOnTrF27VoAXrx4wdixYzEzM+Pnn3/GwsIiW8cmhBDvGgkChBCvXVxcHJGRkZqfhw8fEhAQwGeffUZycjLDhw/Xu52XlxdKpVKrS5BCoWDPnj14enqmO/C3W7dugO4N75UrV7h69SodO3Y06Kbw/PnzREREZBoEbN26lfv37/Pjjz8yduxYevTowccff8z69esxMzPTuWGH1EG8aevkyZMnhISE8MUXX3D9+nU6deqkdxBvs2bNsLKy0mkh2bVrF9WrV0+3i1OjRo0oWbIkvr6+KJVKzfLk5GR27tyJo6MjLi4umdZJRgoWLMiWLVsYNGgQ/fv35/fffwfg77//1qT55ZdfePbsGb///jvjxo2jb9++/Pnnn3oHXn/33XfEx8ezefNmxo4dS8+ePZk6dSpLly7lzp07zJ8/X5N28uTJlClThrlz53Lv3j2+//577t69y7Rp06hQoUK2jksIId5FMjuQEOK1+/777/n+++91ltvb2zNlyhTNTfvLatWqhYODA7t376Zfv34AHD9+nIiIiHSfeANUqFCBWrVqceDAAa2ZdNRPvA0d/BoUFETp0qWpXLlyhun69+9Pu3btKFy4sNbyyMhIbGxsePHihc42O3fuZOfOnTrLCxQoQL9+/fjqq6/07svS0pLmzZuzf/9+4uLisLKy4sWLFwQGBjJmzJh0y2hsbEznzp357bffCA4Opn79+ppjjIyM5NNPP83wGA3Rtm1bzM3NNb+XKVOGwoULawY4q1Qq9u/fT5UqVXB3d9cq2+DBg9m1a5dm2fPnzzl8+DBNmjTB2tpa89QfoEqVKpQtW5a9e/cydepUIHUsxZw5c+jTpw+DBg3i9u3bdO/enY4dO2b7uIQQ4l0kQYAQ4rUbPHiw1jz75ubm2NvbU65cuXSf5gMYGRnh4eHBmjVrePz4MQ4ODvj5+fHee+9RrVq1DPfZvXt3JkyYwN69e+ncuTMpKSn4+vpSvXp1qlSpYlC5AwMD9U5dqo+xsTHLly/n7Nmz3L17l7CwMGJjYwEoXry4TvpGjRoxePBgze+mpqbY2tpSsWJFzMzMMtyXl5cXO3fuJCAgAC8vL/bv309SUlKmg3q7devG4sWL8fHx0QQB27Ztw9zcPEdulu3t7XWWmZuba1oenj17RkxMDOXLl9dJ9/K0pHfu3EGpVBIQEKApqz6JiYmaVh1XV1eGDBnCkiVLcHBw4Ntvv83O4QghxDtNggAhxGv3/vvv06BBg1fa1tPTk1WrVrFnzx68vb3Zt28fffr0yXQ7Dw8PfvjhB3x8fOjcuTOHDx/m6dOnevue6xMZGcmFCxcMekJ+7tw5Bg0aREpKCvXq1aNx48ZUrlwZNzc3+vXrp9X9Rs3e3v6V66Rx48YULFiQ3bt34+Xlxa5du6hdu7beYCOtsmXLUrduXfbs2cPUqVOJi4vj4MGDtG3bFjs7u1cqS1rqAc2ZSUpK0ln2ch2pf2/VqlWGn3fa9zwoFApOnDgBpA7UDg4OzvGpXYUQ4l0hQYAQIk9zdXWlZMmS+Pv7U6ZMGaKiojLsCqRmZWVFu3bt+Pvvv4mMjMTHx0ezzBBBQUGYmppm+BRa7aeffuLFixfs2LEDR0dHzfLk5GSePXuGra2tQfs0lIWFBS1btmTv3r08evSIw4cPM3HiRIO27d69O8ePHycwMJDIyEiSk5Pf2LsBChcujK2tLaGhoTrr7ty5o/V7mTJlAEhISNAbLO3btw87OztMTf/7Gvvtt98ICQlh+PDhbNq0iYkTJ7Jjxw6d9yYIIYSQgcFCiDxO3SXo1KlTrF+/nipVqujMg5+e7t27o1Ao2LVrFwcPHsTDwyPTqT7VgoKCcHd3p0CBApmmffbsGZaWljrdXFavXk1CQoLO9Kc5wdPTk/j4eKZMmYJKpdL7zgR92rRpQ6FChdizZw+7d++mXLly1KtXL8fLp4/6s7xz5w5+fn5a6/744w+t34sVK0atWrU4cuQIJ0+e1FoXGBjI8OHDWbp0qWbZmTNn+O2336hVqxYjRozgu+++4+nTpwYHR0IIkd9IS4AQIs/z8vLizz//JCAggLFjxxq8XY0aNahcuTLz588nNjbW4CkwFQoFR44c4bPPPjMofcuWLfn111/56KOPaN++PSqViqCgIAICArC0tOTFixeoVKoMxz9kVaNGjShUqBAHDx6kUaNGOlOspsfCwoIOHTqwbds2EhMTNVOZvimjR4/m8OHDfPXVV5w+fZoKFSoQGBjIhQsXdNJOmTKFvn378tFHH+Ht7Y2joyOhoaFs2LABOzs7xo8fD6ROB/rll19iZmbGjBkzMDY2pnnz5nTu3Jlt27axdu1ag7qQCSFEfiItAUKIPM/FxUXTPSSrb7Tt3r07UVFRvP/++3rfK6DPmTNniIqKMrg/+Weffcbnn3/OkydPmDFjBr/99htxcXH8+uuvDBw4kISEBE1f9Zxibm5Oq1atAAzu4qTWvXt3YmNjUalUdOnSJUfLlZkiRYqwadMmunTpwq5du5g9ezaJiYksX75cJ62TkxNbtmyhQ4cO+Pv78/3337Nnzx48PDz466+/NC1C33//PWFhYXzxxRdarTHffPMNDg4OzJ49mxs3bryxYxRCiLeBkSrt6xWFEEIIIYQQ7zxpCRBCCCGEECKfkSBACCGEEEKIfEaCACGEEEIIIfIZCQKEEEIIIYTIZyQIEEIIIYQQIp+RIEAIIYQQQoh8RoIAIYQQQggh8hkJAoQQQgghhMhnJAgQQgghhBAin5EgQAghhBBCiHxGggAhhBBCCCHyGQkChBBCCCGEyGckCBBCCCGEECKfkSBACCGEEEKIfEaCACGEEEIIIfIZCQKEEEIIIYTIZ0xzuwBCCCHyPpVKhUqlyu1iCCGEDiMjI4yMjHK7GG8dCQKEEELopVAoiIiIICYmhqSkpNwujhBCpMvc3BwbGxuKFi2KiYlJbhfnrWCkkkc7QgghXqJQKLh79y4JCQm5XRQhhDCYpaUl5cqVk0DAANISIPIE6WqQf0iz7dshIiKChIQETExMKF68OAULFsTYWIaRCSHyHqVSSWxsLI8ePSIhIYGIiAgcHBxyu1h5ngQBIleoVCpiYmKIjo4mLi4OhUKR20USb5A02+Z9MTExABQvXhxbW9tcLo0QQqTP2NhYc526f/8+MTExEgQYQIIA8cYplUoePnzI8+fPc7soIpckJSURERFBbGysNNvmQSqVSjMGoGDBgrlcGiGEMIz6epWUlIRKpZJW50xIECDeuOfPn2sCgCJFimBjY4OFhYX8seYT0myb96XtmiddgIQQb4u01ysJAjInQYB44549ewaAg4MDRYsWzeXSiDdNmm2FEEKI3CePeMQbpVKpSExMBKBQoUK5XBqRm15uthVCCCHEmyNBgHij0t7sST/w/O3lZlshhBBCvDkSBAghhBAiS96FwP1dOAYhskOCACGEEOIdEB0dzaJFi+jRowfu7u44OzvTqFEjPv74YzZt2kRKSkq29xEVFcW0adPYsWNHDpQ4a77++mucnJxYv359tvK5efMmgwYN4t69ezlUMiHeTjIwWAghhHjLXblyhY8++ojIyEhKlSpFrVq1MDMz4/Hjxxw7doygoCBWr17NihUrKFKkyCvv5/vvv8fX15fq1avnYOnfrAEDBvDkyZPcLoYQuU6CACGEEOItplAoGDlyJJGRkUyaNIl+/fpprX/48CFffPEF//zzD19//TVLly595X0plcrsFveVffHFF3z88cfY29tnKx/pBiREKukOJASwZcsWnJyccHJyws3NTTODUXpevHiBi4uLZpvXpUWLFjg5OXHz5s1XziM8PBwnJycaNmyYgyUTQuQV//zzD3fv3sXV1VUnAAAoUaIEv/zyCyYmJgQGBvLgwYNcKGX2OTg4UKlSJZlZTogcIkGAEC+JjY0lKCgowzT79u3LNFAQQog34enTp5mmsbe3Z8CAAfTo0UNnbEBwcDCffPIJdevWxdnZmdatWzN79mydt7o7OTnh5+cHwIQJE3BycmLLli3Af/31T506xaZNm/Dy8sLFxYUWLVowffp0IiIi9JYrNDSUCRMm0LRpU5ydnWnQoAGff/45586d00mrb0yAetn58+fx8/Pjww8/xNXVldq1azN06FDOnDmjdZxOTk6a+mrZsiVOTk6Eh4cDqdMVL1myhK5du1K7dm1cXV3p0KEDP//8M9HR0ZnWsRBvGwkChEhD/RIr9Rddenx9fTE3N38TRRJCiAxVqVIFgJCQEObNm0dUVJTedOPHj+eHH36gbNmymmV//PEH/fv3JygoiPfee48WLVqgUCj4448/6NatG/fv39ek7dChA6VLlwbQ3CCXK1dOax9//PEHkyZNwtjYmGbNmqFUKlm1ahXe3t46LRCBgYF06dKFLVu2YG1tTcuWLSlVqhT+/v707NmTjRs3GlwHS5cuZcyYMcTFxdGoUSPs7OwIDAykb9++moCiWLFidOjQAQsLCwBatWpFhw4dsLKyQqVS8dlnn/HTTz/x5MkTateuTd26dXn8+DG//fYbffr0ISkpyeDyCPE2kCBAiDTc3d2xtbUlICCA+Ph4vWkiIyM5duwYTZo0ecOlE0IIXRUrVsTb2xuAxYsX07BhQ/r27cvPP//M4cOH072WnThxgv/9738UK1aMjRs3snHjRubPn8/evXsZNGgQYWFhfPXVV5r0c+bMoUaNGgB8+OGHzJkzh9q1a2vleeDAAUaOHImPjw/z589nz549eHp6EhYWxvTp0zXpnj59yujRo0lISGDatGns3LmTX375hc2bN/Pbb79hYmLCtGnTuHDhgkF1sG/fPmbNmoWvry8LFizA39+fFi1akJyczIoVKwCoVKkSc+bMwcbGBkhtzZgzZw5FihTh9OnTHDp0CHd3dw4cOMDixYtZvHgx+/fvp0qVKly7do3du3cb9oEI8ZaQIECINMzMzGjVqhVxcXEEBAToTbN7925SUlJo37693vWJiYksXbqUTp06UaNGDVxdXenRowfr1q1Ld4q+ffv20bdvX2rXro27uztjx47NsN+uUqlk06ZN9OzZEzc3N2rWrEnXrl1Zu3ZtjkwDKIR4u0yZMoWxY8dibW1NSkoKJ0+e5LfffmPw4MHUqVOHjz/+mBMnTmht8/vvv6NSqRg3bpzWbD8mJiZ89dVXVKpUiVOnTnH27FmDy1G7dm1GjBiBkZERAObm5vzwww/Y2Niwb98+Hj16BMCGDRuIi4ujffv29OzZUyuPFi1a8PHHH6NQKPjzzz8N2m/Tpk3p3Lmz1jH06dMHgOvXr2e6vbpcJUqUwMzMTLPc2tqaadOm8cMPP+Ds7GxQWYR4W0gQIMRL2rVrB8CuXbv0rt+5cyd2dnY0btxYZ93z58/x9vZm7ty53L9/nwYNGlCnTh1u3LjBtGnT+Pjjj3WalBctWsTw4cMJCQmhevXq1KpVi4CAAD788ENevHihs4+UlBRGjhzJpEmTuHbtGi4uLtSvX5+7d+/y3Xff8emnn5KcnJwDNSGEeFuYmJgwdOhQDh8+zIIFC/D29qZixYoAJCcnExQURL9+/Zg7dy6QOqOQOiioX7++Tn7GxsY0aNAASO1Lbyj19TMta2trGjRogEql0uR18uRJADw9PfXmo37IYui+a9asqbPMwcEBgLi4uEy3V0+pumPHDoYMGcLGjRs17xGoWbMmPXr00NSnEO8KmSJUiJfUq1ePokWLEhgYSFxcHFZWVpp1Dx484J9//qFHjx5aT4vUvv32Wy5fvkyjRo34+eefNc3OT548YdiwYRw9epQ5c+YwceJEAC5dusSCBQsoVKgQK1asoFq1agBEREQwePBgLl++rLOPxYsXs2/fPtzc3Jg/f75murznz58zcuRIgoKCWLRoEaNGjcrxuhFC5G0FChSgTZs2tGnTBki9lhw+fJi1a9dy9uxZli5dSs2aNalZs6amm5C+BxppZWU2offee0/v8hIlSgDw+PFjrX/LlCmjN716eUREBEqlEmPjjJ9Z6psxyMTEBDBsStDixYszZ84cJk2axKFDhzh06BCQejytWrWiZ8+eWmMphHgXSEuAEC8xMTGhbdu2JCQkcPDgQa11fn5+qFQqvV2B7t27x549e7CysuKnn37SBACQOjPHvHnzMDY2ZsOGDZon/Bs2bECpVPLJJ59oAgCAokWLMmPGDJ19JCUlsXLlSkxMTJgzZ47WfNm2trbMnDkTU1NTVq9eLYPYhMgnbty4wbFjx/T+zRctWpROnTqxYcMG2rZtC8COHTs08/2bmZnRoUOHDH/UA48Nkd7NuvpG3NTUsGeP6vKZmppmGgAAmu5H2eHh4UFAQAD/+9//6NChAw4ODty+fZvff/8dT0/PdLuICvG2kpYAIfRo164d69atw8/PT6t5e+fOnRQvXpw6derodLk5efIkKpWKBg0aaGYZSqt8+fK4uLhw5swZzpw5Q6NGjTRN3U2bNtVJX7VqVcqUKaOZvg5SWw6io6N57733NLN0pFWqVCkqVarE1atXuXTpkt4mciHEu2X48OHcvn2bNWvWUKdOHb1pjI2N6dq1K/7+/jx//hw7OzvMzMxISUnh+++/p0CBAjlSFnXf+pepu9aoWwQcHBwIDQ0lPDxcb5ARFhYGpAYxb5K1tTUdO3akY8eOQOp4gkWLFuHn58esWbNo1qzZGy2PEK+TtAQIoUetWrUoUaIEhw4d0jy1v3XrFhcvXqRdu3Z6n0ypm7f13ZyrqZu41WnTDkbLKL2aerq+27dva15U9vLP1atXgaw14Qsh3l5ubm4ArF69OsN0t27dAqBy5cqYmZnh6uqKSqUiMDBQb/rRo0fTvXt3Dhw4oFmW2RN3fXnFxMRw7NgxzMzMNOMP1MFKRmOvIHXGtpym7xiWLl1Ks2bN2LZtm9byypUra7pvyjVVvGskCBBCDyMjIzw9PUlMTGT//v3Af19K6c0KZAiFQgGgeceA+ssovT6rLzedq9OVLFky0yb8tF2FhBDvriFDhlCgQAH8/f2ZMGGC3hdz7dmzhwULFmBhYaF5q/BHH30EwA8//KDzcq5Vq1axa9curl27ppkWFNDMsZ/ey7P8/Pw010qAhIQEvv76a+Li4ujataumlfTDDz/EysoKX19fNmzYoJXHwYMH+eOPPzAxMaFXr15ZrY5M6TuGcuXK8eDBAxYtWqR5SKO2fft2AK0ZlIR4F0h3ICHS4eXlxZ9//smuXbvo1KkTO3fupGLFilp999NSz0SRtvvOy15u4i5evDi3bt3i3r17epvEX25aV9/Y29vbM2fOnKwflBDinVOpUiUWLlzI2LFj2bJlC9u3b6d69eoUL16cpKQkLl++zMOHD7G2tuaXX37RvOCrRYsWDBs2jCVLluDt7U21atUoWbIkN27cIDQ0FFNTU+bOnavVJadChQoALFy4kH/++YdOnTrRqlUrzfoSJUrwxRdfsHLlSkqUKMHp06d58uQJLi4ufPnll5p0Dg4OzJkzhzFjxjBlyhTWrFnD+++/z7179zh37hympqZ88803uLq65nh9VahQgfDwcEaOHEm1atX46quvaNu2La1atWLfvn20bt0aNzc3bGxsCA0N5fr16xQsWJAJEybkeFmEyE3SEiBEOlxcXChXrhxHjhzh1KlThIaG6p3+Tq127doYGRlx7Ngxnj9/rrP+9u3bXLx4EUtLS82TtUaNGgGpT+leFhYWxs2bN7WWVa9enQIFCnDt2jW9TdOxsbF06NCBPn36aPrgCiHefY0aNcLf35/Ro0fj5ubGvXv3OHjwICdPnsTW1pahQ4fi5+dH8+bNtbb74osvWLZsGY0bNyYsLIyDBw+SnJxM+/bt+fvvv2ndurVW+r59+2r6ywcFBem8zGvo0KFMmDCBqKgoAgICsLGxYcyYMaxevVpnBp+WLVuyZcsWOnXqxPPnzzXvEWjfvj0bNmzQzPOf0yZNmkTt2rV5+vQpR48eJTQ0FCMjI+bNm8fYsWOpWLEiZ86c4cCBA8TFxeHt7c2OHTv44IMPXkt5hMg1KiHeIIVCobp06ZLq0qVLKoVCkdvF0fj7779Vjo6OqtGjR2st/+mnn1SOjo4qT09PlaOjo+r27duadQkJCSpHR0eVo6OjZtmIESNUjo6OqsGDB6tiYmI0yx8/fqzq0qWLytHRUTV16lTN8ps3b6qcnZ1VLi4uqqNHj2qWR0dHq3r16qXJ/8aNG5p1M2bMUDk6Oqp69+6tevjwoWZ5YmKiasyYMSpHR0dVly5dNMvDwsJUjo6OqgYNGmSzlnJWXj0XhHw2IuvGjx+vcnR0VK1bty63iyLyMbl2ZY10BxIiA15eXixevJibN29SvXp1ypcvn2H6adOmcfv2bQ4dOkSLFi2oXbu25qU8cXFx1KtXj3HjxmnSV6xYkcmTJzN58mQ++ugjateuTeHChTUv8alQoYJmMJ/amDFjuHTpEsHBwXh4eODs7IyNjQ1nz57l6dOn2Nvb89NPP+V8ZQghhBDinSHdgYTIgJOTE5UrVwYMGxBcpEgRNm7cyJgxYyhevDhHjhzh9OnTVKlShR9++IE///xTZyq+Hj16sHLlSho2bMi1a9c4cuQINWrUYN26dXpnDbKwsGD58uVMnjwZR0dHLly4wNGjR7Gzs2Pw4MFs3bo13Rf2CCGEEEIAGKlUBrxKT4gcolQqNVNYOjk5GfQSGPFuknMh75LPRmTV119/zdatW5k6deprmdFHCEPItStrpDuQEEIIIbJl5syZzJw5M7eLIYTIAgmRhBBCCCGEyGckCBBCCCGEECKfkSBACCGEEEKIfEaCACGEEEIIIfIZCQKEEEIIIYTIZyQIEEIIIYQQIp+RIEAIIYQQQoh8RoIAIYQQQggh8hkJAoQQQgghhMhnJAgQQgghMrFlyxacnJx0fqpWrYqrqysdOnRg3rx5xMTEaG3Xr18/TVo/P78M97FmzRpN2u3btwPg6emJk5MTx48fz7SMn3zyCU5OThw+fDjdNMHBwTg5OfHNN98YcNSvX3BwMCdPntRa5uTkROvWrXOpRNrOnj3Ll19+SbNmzXB2dqZu3bp8+OGHLF26lLi4OJ30X3/9td7zpFq1ari7u9OrVy/Wr1+PUqnMUjnGjx/P0KFDDU4fERHB1KlTad68OS4uLnTo0IF169ahUqkMzuO7777TeyxOTk506tRJky4sLIwaNWoYdI6KvMU0twsghBBCvC2qVKlCq1atNL+rVCpiY2M5evQoixcv5sCBA/z1118UKFBAZ1t/f3+8vLzSzVtfkNC1a1fmzJmDr68v9erVS3fbiIgIDh06RKlSpWjQoEEWjyp3bNq0iUmTJjFjxgzq1KmjWT5ixAhsbW1zsWSpVq9ezfTp07G2tqZ58+YUL16c6OhoTp8+zdy5c9mwYQNr166lZMmSOtu2bNmSqlWran5XKBRERUWxd+9epk6dyrlz55gxY4ZB5QgMDMTX1xcfHx+D0kdFRdG3b19u376Nh4cHpUqV4uDBg0ybNo3Q0FAmTZpkUD6XL1/G0tKSIUOG6KwrVqyY5v9ly5ZlwIABTJo0iR07dmBlZWVQ/iL3SRAghBBCGKhq1aqMHDlSZ7lCoWDIkCEcPXqU1atX6zy1tbe3JzAwkPj4eL0BwsOHDzl9+jQFCxYkNjZWs7xz587MmzePPXv2MHnyZMzNzfWWy8fHh5SUFLp06YKx8dvRyP/kyRO9y/XV75sWFhbGjBkzqFy5MmvXrqVQoUKadSqVinnz5rFkyRKmTJnC0qVLdbZv1aoVXbt21Vk+YsQIOnfuzJYtW/D29qZmzZoZliMhIYHJkyfTpUsXKlasaFDZFyxYQGhoKD/++CPdunUDYNSoUQwePJjVq1fTsWNHXFxcMsxDpVJx9epVHB0dDfo8Pv74YzZs2MCCBQsYP368QeUUue/tuFII8Y57la4Gea2bgRD5mYmJieaJ6YEDB3TWt23blvj4eAIDA/Vuv2vXLlQqFS1bttRabm9vT5MmTXj+/DlBQUHp7n/79u0YGRnpvfEUWRcUFIRCocDb21srAAAwMjJi9OjRFC1alKCgIOLj4w3Ot1ixYpob84MHD2aa/u+//+bhw4cMGDDAoPzj4uLYvHkz5cqV0zoXzM3N+eKLL4DUFpjMhIWFERsbS5UqVQzar42NDV26dGH9+vU8e/bMoG1E7pMgQIg8pEqVKowYMULz8+mnn/Lhhx8CsHjxYnr37q33C8ff3z/DfNPrZgDg6+ub4bZvYzcDIXJDiRIlAPTeBHl6egLp/636+fnh7OxMuXLldNapbxrT6w5y/fp1Ll26RP369SlTpozB5d2zZw89evSgRo0a1KtXj7Fjx/Lw4UOddFFRUcycOZOWLVvi7OxMw4YNGTduHHfv3tVJm5CQwLJly+jWrRtubm44OzvTpEkTvv76a+7du6dJ169fP3755RcAJkyYgJOTE8HBwYDumAD1Q5IDBw6wYcMGOnToQPXq1WnYsCHffvstkZGROuUICQlhyJAh1K1bFzc3Nz799FNCQ0Np3bo1LVq0yLRukpOTgdQuMfoYGxszd+5clixZgomJSab5pVW8eHFA/3mSlkKhYMWKFVSrVo3KlSsblPe5c+dISEigXr16GBkZaa2rUaMGVlZWBj34UR+3oUEApLZaxcfHs3btWoO3EblLugMJkYe8SlcD6WYgRN5w584d4L+bvLTKlCmDs7MzAQEBJCQkYGlpqVkXFhbGuXPnGD9+vNbfqFqzZs0oUqQIAQEBvHjxAmtra631W7duBf4LFgxx8OBBtm7dSvPmzalTpw6nTp3C19eXM2fO4Ovrq7mWPH78mN69exMWFkaDBg1o27Ytjx49ws/Pj4MHD2puUgGUSiWDBw/m1KlTuLu74+3tTXJyMseOHWPr1q2cOHGCXbt2YWFhQZcuXTAyMiI4OFjTf7506dIZlnnRokVcuXKFNm3a0LhxYwIDA/nrr7+4ePEimzdv1lyfAgICGDFiBCYmJrRu3ZpixYqxd+9eevXqhVKpxMbGJtP6adSoEUZGRmzevJmYmBi6du2Ku7u7Vn/3+vXrG1zfaamDJwcHhwzThYSEcPfuXYYPH57lvPUFk8bGxpQuXZqbN2+SlJSU7jUf/gsCnj59ykcffcTFixdRKBS4ubkxcuRIvd2Jqlatir29PTt27GDEiBEGl1nkHvlGF+80lUrFg4hogi/fZc8/Vwm+fJcHEdFZmiEhL8ioq4F0MxC5JSEhgaioKIN/9P3dPX/+3ODt9c3GkpSUlOE2CQkJb6IqSEhIYNGiRUDq36Q+np6exMXF6fy97dq1CyMjo3QHDZuZmdGxY0cSEhLYu3ev1jqlUomPjw+2trZZmlEnIiKC+fPn8+uvvzJu3Dg2btxInTp1CA8P59ixY5p006ZNIywsjFmzZvHnn38ybtw45s6dy8qVK4mLi2PcuHGaz9Xf359Tp07h7e3N6tWrGT9+PJMmTcLHx4fatWtz7949zUxAXbt21Qx0btWqFSNHjsy0FePatWts2rSJn376iXHjxrFlyxYqVKjAxYsXOX/+PPBfH3pjY2PWr1/PnDlz+Prrr/H19aVcuXJER0cbVD/vv/8+48ePx9jYGH9/f4YNG0adOnXo0aMHc+bM4fTp0wbXdVphYWFs2rQJIyMj2rRpk2Fa9eeQWf/9tKKiogCws7PTu97a2hqlUsmLFy8yzOfKlSsALF26FGtra7p3706dOnU4dOgQvXv3JiAgQO921atX586dOzx48MDgMovcIy0B4p2lUqm4cPshwZfvkpJmOrbztx5Qt2o5nN8rodNcmpel19XA09OTNWvW4O/vj4eHh852mXUzOHjwID4+Ploznqipuxk0aNAgS90MRP4wc+ZMpk2bZnD6Z8+e6dyclC9fnufPnxu0/YABA1ixYoXWsnXr1vHRRx+lu82UKVOYOnWqwWXMzOXLl1mwYIHmd6VSSUREBEFBQTx48IA6derg7e2td1tPT0/+97//4e/vr3UDuHPnTtzc3DR/4/p069aNFStW4OvrS5cuXTTLjx49yuPHj+nbty8WFhYGH0e1atW0/uaNjIxo3rw5J0+eJCwsDEh9Crx//35cXV3p3Lmz1va1atXCw8MDX19fQkJCcHNzo0qVKkyfPp3GjRtrpTU2Nta0NkRERBhcxpc1a9ZMa8YdCwsLGjVqxK1bt7h//z41atTg8OHDPHr0iH79+vHBBx9o0hYoUIBx48bRt29fg/f30UcfUatWLVauXKlphTl37hznzp1j2bJl1K5dmxkzZui9tu7bt0+r+1NKSgrh4eEcOHCAuLg4PvnkExwdHTPc/4ULFwAM7goEqUExpAaO+qif/qvTpcfc3JwyZcowZ84cXF1dNcsPHz7Mxx9/zNdff83+/fspWLCg1naOjo4cOHCAixcv6p01SeQtEgSId9bDyBidAAAgRakk+PJdihUqSMmihdLZOu9Jr6tBXutmIMS77MqVK5qnpJB6g2ttbU3FihXp168f/fr1w9RU/1dr6dKlcXFx4eDBgyQmJmJhYUFoaChXrlxh8uTJGe7X0dERZ2dnjh07xtOnTzVTNG7btg3I+t9ohQoVdJYVLlwYQNPicvHiRVQqFQkJCVqBj5r6hv7y5cu4ublRoUIFKlSoQFJSEhcuXOD27duEhYVx5coVTT/0rM6Pn1mZ1YN21X34z507B6B31h1XV9cs9993cXFh7ty5pKSkcP78eU6cOMHhw4c5deoUp06dYsCAAfj4+OhcO/fv38/+/fs1v5uZmWFra0utWrXo3r273gc2L3v69CkARYoUMbi86uu/uj5epr7519d1NK358+frXd6oUSPatWuHj48PR44c0WnNUJc1O8GeeHMkCBDvrLuPo3QCALUUpZK7j6PemiAgs64G6ieMQUFBWhfltN0M9M0Ioe5msGLFCvbu3av1hPFVuxkI8S7r0qULM2fOfOXtvby8mDlzJocOHaJVq1b4+flhYmJi0E1ht27dmDZtGn5+fvTv35/Y2Fj27dvHBx98oPXU2xBpHxa8TN29R91Cc/ny5XQHyMJ/XVBUKhW///47y5cv1wzWtbGxoXr16jg6OnLixIlsdcXU19Khbs1V56tuKbW3t9dJa2pqmqUb6pe3dXV1xdXVlWHDhnHt2jU+++wzwsLC2L59O3369NFKP2PGjGx3oVR3XXr5s9q3b5/ez2PkyJGa9yu8/NI6tRcvXmBkZKQTtGRF9erV8fHx0bQYpaUeM2Fo657IXRIEiHfW87iMp22LjnszfYWz4lW7GuSlbgYi//j6668ZPXq0wen1vQDqzp07Bt8Y6hvI2Lt3b52uKmlldLObGzw8PJg1axa7du2iVatW7Nq1i7p161K0aNFMt23fvj0zZ87E19eX/v37s2fPHuLj4+nevftrKau6q8eAAQOYOHFipumXL1/OnDlzcHFxYfr06VStWlXTJWTevHmcOHHitZQzLXWZ07sJjouLy3BALKROxNChQwfMzMw0Uyq/zNHRkVGjRvHll19y69at7BU6HepzNyYmRmua0n379mlaadMaOXKk5l0C+m7QlUol9+7do3z58hm2iCQkJHDt2jWMjIyoXr263vVpy5eW+uY/r/3dCf0kCBDvLFurjJs7C1nlvYvUq3Y1yEvdDET+YWlpme0v++y+Gdbc3DzTm7q8pGTJktSsWZOAgAAuXbrEjRs3GDhwoEHbFipUiNatW+Pr68vDhw/ZuXMnFhYWtG/f/rWUVd3/Xt3F5mVbt24lLCyM9u3bU7FiRc0UpsuWLdMZ+3Hjxg0ArYDvdYzJUt+0hoSE6Ixzun79OrGxsekOmlUzMTFBqVRy5coVLl68qJn96GXq8mc2y8+rKlGiBNeuXePZs2daQcDMmTPTbY2qVq0aVlZWmulW0zpz5gxxcXG4ublluN/IyEh69OiBg4MDQUFBOp+TenC3vgBB3RJTqlSpjA9O5AkyO5B4Z5VzsMM0nSktTY2NKedg92YLZIAuXbpw9epVzc/ly5c5efIkGzduZPDgwRne7Hh5eREbG8uhQ4cAstzNQKFQaN4nkJ1uBkKIjHl4ePDixQu+++47zMzMMp0lJi11UL5161aOHz9O69atsx1IpUf9bpCQkBA2bNigte7KlSt89913/P7775r9q1sMX54Zxt/fXzOrWUpKima5+oFGZoNUs6JFixYUKVKEDRs2aD1QiY+PZ9asWQbnow7MvvjiC65fv66z/tGjR/z666+Ym5vTsWPHbJdbH/W199q1awZvY2lpSbt27bh586ZWF9CkpCTmzZsHQK9evTLMo1SpUtSsWZPHjx/z559/aq3btm0bhw4dombNmnpnLbp69SqA1gBukXdJS4B4Z5UoYkPdquV0BgebGhtTt2o5ShTJfK7ot8nb1M1AiPzM09OTmTNnEhISQvPmzbN0E1+vXj1KlSrFkiVLSE5Ofu1/o99//z29evViypQp+Pr6Ur16dSIiItizZw8JCQlMnz5dc43p0qULZ86cYeDAgXh4eFCwYEEuXLhAcHAwRYsWJSIiQjN+AP57Wvz7778THh5O586def/997NV3gIFCvD9998zcuRIvL29ad26NXZ2dgQFBWm6CBnyvpOePXty/fp11qxZQ6dOnahTpw5VqlTB3Nyc27dvc+jQIVJSUpg9e3aG3S2zo0GDBixevJhTp05laVzWmDFjOHz4MN9++y2HDh2ibNmyBAQEcOPGDfr3769z867ugjpgwABNi8N3331H3759mTVrFocPH8bJyYlr165x+PBh7O3tmT17ts5+lUolISEhvPfee5m+80HkDdISIN5ZRkZGOL9XgnZ1q+JaqTSVShbFtVJp2tWt+tZND2oIfd0M0pt3/GXqbgZnz559I90MhMjPihcvrumSYejfqJqxsTFdunQhPj6e0qVLa+baf13KlCnD1q1b6devHw8ePGD16tUcPXqUOnXqsGrVKq3ugj179uT777/HwcGB7du3s3XrVuLj45kwYYLmqfTBgwc16du0aUPXrl159uwZq1evJiQkJEfK3KpVK5YvX46Liwv79+/XvHFY/VQ7s5lx1L799ltWrVpFhw4duH//Pn/99RcrV67k8uXLdOzYkR07dmT588uKOnXqULJkyQzf46JP0aJF2bhxI507d+bkyZOsWbMGY2NjpkyZwoQJE3TSL1y4kIULF2q9Q8HJyYktW7bQuXNnrl27xurVq7lx4wY9e/Zk69atlC9fXief06dP8+LFCzp16pT1gxW5QyXEG6RQKFSXLl1SXbp0SaVQKHK7OHnG33//rXJ0dFSNHz/e4G369u2rcnR0VD148ECz7M8//1Q5OjqqvL29VdWqVVNFRUVp1s2fP1/l6Oio2rZtm978jhw5onJ0dFQtWrRIVa1aNdUXX3zx6gdkADkX8i75bMTbKiYmRnX//n295+2tW7dUjo6Oqo8//jgXSvZqVq1apXJ0dFSdOnUqt4uSqXHjxqlcXV1Vz549y7UyyLUra6QlQIh3iKenJ0ZGRoSEhNCoUaM83c1ACCFyWnh4OM2aNWP48OE6637//XcgtZvN28Lb2xsHBwedMRl5zbNnz9i9ezd9+vTJdOC1yDskCBDiHfI2dTMQQoicVqVKFerUqcOBAwfo3r07s2bN0szZv2nTJlxcXOjdu3duF9Ng5ubmTJw4kZ07d2ZpgPCbtmjRIgoXLsywYcNyuygiC4xUqmy8uUOILFIqlZrZA5ycnAwaoCXeTXIu5F3y2Yi3WVxcHGvWrGHnzp2Eh4ejVCopU6YMnp6eDB48+K1878mXX37Js2fP+OOPP3K7KDru3r1Lu3btWLJkSa63ssi1K2skCBBvlPyBCjU5F/Iu+WyEEG8juXZljdSOEEIIIYQQ+YwEAUIIIYQQQuQzEgQIIYQQQgiRz0gQIIQQQgghRD4jQYAQQgghhBD5jAQBQgghhBBC5DMSBAghhBBCCJHPSBAghBBCCCFEPiNBgBBCCCGEEPmMBAFCCCGEEELkMxIECCGEEJnYsmULTk5OOj9Vq1bF1dWVDh06MG/ePGJiYrS269evnyatn59fhvtYs2aNJu327dsB8PT0xMnJiePHj2daxk8++QQnJycOHz786gf6BgQHB+Pk5MQ333yjWbZgwQKt485NCQkJLFu2jB49elC7dm2qV69O8+bN+fLLL/nnn3900oeHh+s9N6pUqYKLiwstW7ZkwoQJ3L59O0vluHnzJjVq1ODs2bNay0+ePEn//v2pU6cOtWvXZujQoVy8eNHgfFUqFW5ubnrL7OTkxIoVKzRplyxZgoeHB4mJiVkqu3g7mOZ2AYQQQoi3RZUqVWjVqpXmd5VKRWxsLEePHmXx4sUcOHCAv/76iwIFCuhs6+/vj5eXV7p56wsSunbtypw5c/D19aVevXrpbhsREcGhQ4coVaoUDRo0yOJR5T53d3dGjBiBk5NTrpYjMjKSPn36EBoaiqurKx07dsTS0pLw8HD8/f3x8fHh888/Z/jw4Trb2tjYMGDAAK1lCQkJXLlyhS1btrBnzx7WrVtn0DEqlUomTpxI27ZtqVGjhmb5/v37GTlyJEWKFKFLly7Ex8fj6+tLz549WbVqFa6urpnmfffuXWJjY3F1daVhw4Y662vWrKn5/0cffcTGjRuZP38+X331VaZ5i7eLBAFCvGVatGjBvXv3dJabmZlhZ2eHs7Mz/fv317oRCA4Opn///gBUqlQpwyeSCoWCJk2a8PTpU8qVK8fevXvx8/NjzJgx1KlThzVr1mRYvgsXLtCtWzdcXV3ZsGHDKx6lEHlT1apVGTlypM5yhULBkCFDOHr0KKtXr2bo0KFa6+3t7QkMDCQ+Pl5vgPDw4UNOnz5NwYIFiY2N1Szv3Lkz8+bNY8+ePUyePBlzc3O95fLx8SElJYUuXbpgbPz2NfLXrVuXunXr5nYxmDNnDqGhoUyfPp3u3btrrQsPD6dnz57Mnz+fxo0b4+LiorW+UKFCes8NgF9//ZX58+cze/Zs/vjjj0zLsXbtWi5evMjcuXM1yxISEvj2228pXLgwW7duxd7eHoDevXvj7e3N5MmT2bFjB0ZGRhnmffnyZQA6duxI7969M0xrbm7O559/zsSJE+nQoQNVqlTJtOzi7fH2XSmEEAD079+fESNGaH4GDRpEvXr1OHLkCIMGDWLr1q16t7t58yY3btxIN98TJ07w9OlTrWWtWrXC1taWU6dO8fDhwwzLtW3bNgC6deuWtQMS4i1mYmLCkCFDADhw4IDO+rZt2xIfH09gYKDe7Xft2oVKpaJly5Zay+3t7WnSpAnPnz8nKCgo3f1v374dIyMjunbtmo2jEAcOHMDOzk4nAAAoU6YMn376KQB79uzJUr4fffQRZmZmHDt2LNOuNcnJySxbtowWLVpQpkwZzfKdO3cSERFB7969NQEApAamnTt35tq1a4SEhGRalitXrgAYfEPfrl077OzsWLx4sUHpxdtDggAh3lIDBgxg5MiRmp8vvviCOXPmaJ4y/fjjjyQkJGhto/7i2L17d7r57ty5k4IFC2otMzc3p3379qhUKnx9fdPdNjk5mZ07d2JlZZVhtwch3kUlSpQA4NmzZzrrPD09gdQuQfr4+fnh7OxMuXLldNapA2ofHx+9216/fp1Lly5Rv359rZvGjOzcuZM+ffpQu3Zt3N3d6dOnDwEBATrpTp48ybBhw3B3d6d69ep4eHgwf/584uLidNJGRkYyffp0WrRogbOzMw0aNGD06NFcvXo10/LoGxPQokULunbtSnh4OGPGjKFu3bq4uLjQvXt3vdewxMREFixYQJs2bXBxcaFt27asWLGCbdu24eTkxJYtWzItR3JyMi9evCA8PFzvevXxd+nSJdO80rKysqJQoUIoFAqeP3+eYVofHx8ePXqks48TJ04AUL9+fZ1t1F3FDBk7cuXKFYyMjHB0dDSo7GZmZrRr1449e/Zw9+5dg7YRbwcJAoR4x7i7u1OzZk2io6N1BrHVr18fGxubdIOA5ORk9u7dq/M0EtA8YUzvRgQgKCiIyMhIPDw8dAIJ8e5JSUkhISHB4B+VSqWTR1a2T05O1tleoVBkuE1KSsqbqAoA7ty5A0Dx4sV11pUpUwZnZ2cCAgJ0gvOwsDDOnTtHu3bt9ObbrFkzihQpQkBAAC9evNBZr271M7T1bfr06XzxxRfcvn2bNm3a0LFjR27dusWwYcP4+++/Nek2btxIv379OH78OI0bN6Znz55YWFjw66+/0rt3b62yhIeH07lzZ1atWkXx4sXp06cPrq6u7Nmzhx49erzyYOXIyEi8vb25fv06nTp1wsPDgytXrjBq1Cj27dunSZeSksKQIUNYuHAhBQoUoHfv3jg5OTFr1ix+/fVXg/fXuHFjUlJS6NWrF8uWLePWrVta64sWLUrbtm2pVKlSlo4jJiaGyMhILCwssLOzyzDtjh07sLCw0LnZV59f5cuX19mmbNmyAISGhmZalsuXL1OsWDHWrVtH+/btcXFxoVmzZsyYMUNnYLtakyZNUCgU7Ny5M9P8xdtDxgSId5pKpeJhfBRhcRFEJ8dTyKwAZa2KUqKAXab9Jt+00NBQfv/9d4KDg3n8+DGmpqaULVuWDh06MGjQIExMTAzOK70nkubm5rRs2ZJt27Zx8+ZNnS+yo0ePEhUVRbt27dixY4fWOmdnZ5ycnLhy5YrebQHNUzx9Teni3XP48OF0u7foM378eCwtLbWW/fzzzwbPPFKjRg06d+6stez8+fMZzijTtGlTmjVrZnAZX1VCQgKLFi0CUrv+6OPp6cn//vc/goKCaNOmjWb5rl27MDIywsvLi02bNulsZ2ZmRseOHVmxYgV79+7VekKsVCrx8fHB1taW1q1bZ1rOU6dOsWrVKqpWrcry5cspUqQIAB9//DGdOnVi1qxZdOjQgcePH/P9999TpEgRVq5cSeXKlYHUoGvq1Kn89ddf/O9//2PatGkATJ48mUePHjFu3DgGDx6s2d/x48cZPHgwX375Jfv378/yw4EHDx7QoUMHZs2apbkG1q1bl4kTJ7JhwwbNIO1169Zx4sQJ2rdvz+zZszVpd+/ezahRowze3zfffMPVq1cJDQ1lzpw5zJkzB3t7e2rXrk3Dhg1p3bp1pjfx+vz888+oVCqaN2+e7rgOSG3NOH36NJUrV9b5W4mKigLA1tZWZzsbGxuAdG/i0+ah7tK5atUqWrduTd26dQkODmbFihUcPnyY9evXU6hQIa3t1OMfjh8/rukSJd5+0hIg3lkqlYoLz8Pwux/CmWe3CX3xiDPPbuN3P4SLz8P1PpXMLZcuXaJbt27s2rULNzc3Bg4cSNu2bQkLC2POnDlag8MMoW6y1fdEUt0tQV9rgJ+fH3Z2dnpnjID/njS+HCAAPH/+nIMHD1KhQgVq1aqVpfIK8ba4fPkyCxYs0Pz88ssvTJ48GQ8PD86fP0+dOnXw9vbWu216XYJ27tyJm5ubJnjXR/2393J3vKNHj/L48WM6dOiAhYVFpuVX/+1+8cUXmgAAUq8V33zzDR9//DGxsbH4+PiQnJzMsGHDNAEApI59GD9+PHZ2dmzbto2kpCQePXrEkSNHqFq1qlYAAKndVLp27cqzZ8/Yu3dvpuXTZ9iwYVoPQdQ3/g8ePNAs+/vvvzEzM+Prr7/WSuvh4ZGlAcf29vZs27aN8ePHU7VqVQCePHnCrl27mDRpEs2bN9eaQjOt6OhorXNjwYIF/Pjjj3Tt2pU1a9Zgb2/P+PHjM9z/tWvXSExM1NtVJzk5GWNjY0xNdZ/fqgOLzALqJ0+e4OjoSOPGjdm9ezdTpkzh22+/Zdu2bXTt2pUbN27o/b6xtbWlePHiWZqKVOR90hIg3lkP46M48fQGCpVSa7lCpST46XWKmltT0qpwLpVO288//0xcXBzr16/Hzc1Ns3zo0KGap/Ljxo0zKC9/f38uXrxI8eLFtaZ6U2vQoAGFChVi9+7dWtPcJSUlsX//fjw8PDAzM9Obd4cOHfjf//6Hr68vY8aM0Vrn5+dHUlKSDAgW77QrV65oBlYCGBsbY21tTcWKFenXrx/9+vXTe5MGULp0aVxcXDh48CCJiYlYWFgQGhrKlStXmDx5cob7dXR0xNnZmWPHjvH06VOKFSsGZH0gvnpmmLTXGbUOHTropHN3d9dJZ21tTdWqVTl27BihoaGam/E6dero3Wft2rX566+/uHz5sk5LjiEqVKig9bv6KbW6e1hSUhJXrlzhvffe0xowm3b/wcHBBu/PwsKCQYMGMWjQIB4/fsyJEyc4fvw4AQEBPHnyhBkzZgAwcOBAre1iYmJYuHCh1jIrKyvKlCnDwIEDGTRokN4HM2lFREQAULiw7neTpaUlSqUShUKh0zKclJQEoHfmqbQqV66st0unqakp33zzDX5+fuzcuZMpU6bozDJVpEgRHj16RFJSUoatGeLtIUGAeGeFxUXoBABqCpWSsLiIPBME9OvXDy8vL50v5ooVK+Lg4MCTJ090tlm5cqVWk21iYiJXrlzhyJEjmJmZ8d133+m9mTc3N6dVq1Zs2bKFW7duab5gg4KCiImJSbdfMqR+CbRo0QJ/f39CQkK05qTevn07pqamr/QlL95OjRo1ynDu+pfpe1I9evRog7fX1yWuevXqGc5ykt4N+avq0qULM2fOfOXtvby8mDlzJocOHaJVq1b4+flhYmKCh4dHptt269aNadOm4efnR//+/YmNjWXfvn188MEHfPDBBwbt//nz5xgZGWFtbZ1hOnW3kvTSqW9m4+PjNWnVXVIySptVJiYmOp+huiunujVX3e3RwcEhw/2/CgcHB9q3b0/79u1JSkpi0aJF/PbbbyxevFgnCChdurTemaGyQj1oWN/NvLobUHR0tE6QkNlnYAhra2sqVKjA5cuXiYqK0mopSlum6OhoTRAq3m7SHUi8s6KTM/7CyWz9m9S4cWM6d+5MZGQkx44d46+//mLWrFn07duXJ0+eoFAodLZZtWoVCxcu1PysWrWK0NBQ2rVrx4YNGzLsB62+4UjbJcjPz49ixYrpffKXlnqAcNpuCXfu3CEkJIQmTZrofRIn3k2mpqZYWloa/KNvHE5WttcX1JqYmGS4TU4HAdnl4eGBkZERu3btAlLHA9StW5eiRYtmum379u2xsLDQ/O3t2bOH+Pj4LI3BsbKyQqVS6R1gnJiYqLnWqG/+Hz16pDcf9c2qnZ1dltK+DupxBun1h0/73oWMrF27lsaNG6c7+YG5uTmjR4/mvffe49mzZ5o++jlJPQ4gOjpaZ13FihWB1IHkL1Mvy2zA8qNHjzh58mS6n5U6UNMXsKvL9PJYBfH2kiBAvLMKmWXcLJrZ+jfp0aNHjBo1ikaNGjFw4EC+/fZb/P39KVOmTLpPdvbv38/Vq1c1P+fOnePAgQPMmTMHZ2fnDPfXoEED7OzsNEFAfHw8Bw8exMPDI9MByI0bN8bBwYFdu3ZpZl5Rd0mQAcFCZKxkyZLUrFmTgIAALl26xI0bNwyeTrdQoUK0bt2as2fP8vDhQ3bu3ImFhQXt27c3eP/qVpOzZ8/qrPvtt99wcXHh8OHDmv7wp06d0kmXlJRESEgIBQsWpHTp0pq0p0+fRqnUbX1Vd8UxdErKrFI/wb5x44beQODMmTMG5WNnZ8fjx48zfJmiWoECBfQO0M2ukiVLAvqnmVV3t9LXtenYsWMAmb4xeNOmTfTt25e1a9fqrHv06BHh4eFUqlRJ7wDuZ8+eYWNjk2krknh7SBAg3lllrYpiYqT/FDcxMqasVeZP3t4ElUrFkCFD8Pf3p2/fvmzYsIF//vmHAwcOMHPmTIMG+2WVmZkZrVq14sqVK9y+fZuAgADi4uIMuhkxMTGhc+fOREREcPToUVQqFTt27MDe3p6mTZvmeFmFeNd4eHjw4sULTZe9tDMFZUbd93/r1q0cP36c1q1bZ+lmtFOnTgD88ssvWk+bnzx5wubNm7GwsKBWrVp07NgRMzMzli9fzvXr1zXpFAoFM2bMICoqivbt22Nubk7JkiVp2LAhoaGhLFu2TGt/wcHBbNq0CTs7O5o3b25wObOqR48eJCcnM3PmTK2W0yNHjrB//36D8mjdurWmS8/8+fP1Ti+7YsUKbt++TZcuXV7LDHOVK1fGzMyMa9eu6axr2bIldnZ2rFy5UuuljZcvX2b79u04OjqmOy5DzdPTE2NjY9avX681539CQgJTpkwhJSVF83b5tJ4+fUpERIQm4BPvhrzVTipEDipRwI66xSoT/PS61tgAEyNj6harTIkCdrlXuDSuXr3KtWvXaNGiBRMnTtRaFxUVpXl7r0qlytEvHU9PTzZv3syePXu4ePEipUqV0jtYUJ+uXbuydOlS/P39sbW1JTw8nCFDhuS5rhdC5EWenp7MnDmTkJAQmjdvnqWb+Hr16lGqVCmWLFlCcnJyllvf6tevT58+fVi7di0dOnSgWbNmGBkZsXv3bp49e8b8+fMpUKAAZcqUYdKkSUydOpUePXrQsmVLihQpwokTJ7hy5QpVqlThq6++0uT73Xff0atXL3766ScCAgKoUaMG4eHhHDhwADMzM2bPnv1a3x3Sr18/9uzZw+bNm7l48SJ169bl/v377N+/H1tbWyIjI3UGur7M3NycxYsXM2jQIH799Vc2b95Mw4YNcXBwICYmhuDgYG7cuIGbm5vWseekAgUK4OrqyqlTp4iOjtYa92Vtbc2kSZP46quv6Ny5s2acgo+PD0ZGRnz33Xda3xGXL19m3759lC5dWtONs1KlSowYMYL58+fTqVMnvLy8sLCw4PDhw9y5cwdPT0+9s1upW4QaNWr0Wo5b5A75xhbvLCMjI6rZlqGouXWefk+AepaFR48eoVQqNV9USUlJTJkyRfNUKzk5OUdnZKhXrx6FCxfG19eXsLAwevbsaXCdVKhQATc3Nw4ePKj5kpJZgYQwTPHixXFzc+Off/7J8pu1jY2N6dKlC7/++iulS5fO0sBstcmTJ+Ps7Mz69evZtm0bRkZGODs7M2zYMBo3bqxJ17NnT9577z1+//13goKCSExMpFy5cowePZpBgwZptVKWKVOGrVu38ttvv3HgwAHOnz9P4cKFadeuHcOGDeP999/PcjmzwtzcnD/++INFixaxa9cu1q5dS+nSpZk0aRJ3797lzz//xMrKKtN8HB0d2b17N2vXriUwMJDAwECio6MpWLAgjo6OfPfdd3Tv3j1L723Jqo4dO3LixAkOHz6sc3506NCBQoUK8dtvv7F582YsLS2pU6cOn3/+uU430MuXL7Nw4ULc3d01QQDA8OHDcXR0ZMWKFfj5+aFUKqlYsSJTpkxJ93vg0KFDmJiYZKnrmcj7jFR5abJ08c5TKpWaV8g7OTll+mQmP1CpVPTq1YuQkBCcnZ2pW7cucXFxBAYG8vDhQ2xtbXn27BmHDh3CwcGBFi1acO/ePfbv30+ZMmUM2kdwcDD9+/ene/fuTJ8+XbP822+/5a+//gJS59lO+yXi5OREuXLl0p3be9OmTUyaNIkCBQrwwQcfsG7duiwdt5wLeZd8NuJtEx4eTuHChfW2NowdOxZfX182bdqkeelVXpaUlETLli15//33+fPPP3O7OLx48YLGjRvTokWLLL+z5k2Ta1fWSO0IkcuMjIxYtGgR3t7eREZGsmbNGoKCgqhSpQqrV69mwIABAAQEBOT4vtVPmcqXL5/pYGJ921pZWREfHy+tAEKIXDVjxgzc3Nx0XmYVGhrKgQMHKFy4cIZTyeYl5ubmDB06lGPHjnH79u3cLg47duwgISGBzz77LLeLInKYtASIN0qidKEm50LeJZ+NeNscOXKEjz/+GEtLS9q0aYODgwMPHjxg3759JCYm8tNPPxn0Loa8Ijk5mR49elC+fHl++eWXXCtHfHw8bdq0oW3btkyaNCnXymEouXZljYwJEEIIIcRbrWHDhqxbt47ly5dz/Phxnj59ip2dHY0aNWLQoEGZTp2Z16gHU3fv3l3nxYxv0vLly7GysuLLL7/Mlf2L10taAsQbJVG6UJNzIe+Sz0YI8TaSa1fWSO0IIYQQQgiRz0gQIIQQQgghRD4jQYAQQgghhBD5jAQBQgghhBBC5DMSBAghhBBCCJHPSBAg3qi0ryNXKBS5WBKR25RKpeb/+l5TL4QQQojXR4IA8UYZGRlhYWEBQHR0dC6XRuSm2NhYIPXtmBIECCGEEG+WvCxMvHGFCxfm4cOHPH78mJSUFGxsbLCwsJAbwXxCqVQSGxvLo0ePALCxscnlEgkhhBD5jwQB4o2ztbUlISGBqKgoIiMjiYyMzO0iiVxiaWlJ0aJFc7sYQgghRL4j3YHEG2dsbEyJEiUoXbo0hQoVwsTEJLeLJN4wc3NzihYtSrly5eTzF++kFi1a4OTkpPPj7OxMo0aN+OSTTzh69KjWNsHBwZp0Xl5eGeavUCho2LAhTk5OtG7dGgA/Pz+cnJzo27dvpuW7cOECTk5O9OzZM8N0/fr1w8nJiYcPH2aa5+v24sULVqxYobVswYIFODk5sX379twpVBoJCQksW7aMHj16ULt2bapXr07z5s358ssv+eeff3TSh4eH6z1HqlSpgouLCy1btmTChAncvn07S+W4efMmNWrU4OzZswZvs2/fPj788EPc3NyoW7cuY8aM4e7du1na7/3795kwYQKNGjXCxcUFT09PFi1aREJCgk7aBw8eMGnSJJo2bYqzszP16tXj888/58qVK1rpwsLCqFGjBsePH89SWYRhpCVA5AojIyMKFSpEoUKFAFCpVKhUqlwulXgTjIyMpOuXyDf69++vuc4BJCcnc//+ffz9/QkICGDGjBl06dJFZ7ubN29y48YN3n//fb35njhxgqdPn2ota9WqFba2tpw6dYqHDx9SokSJdMu1bds2ALp16/YKR5U7vLy8MDU1ZeDAgZpl7u7ujBgxAicnp9wrGBAZGUmfPn0IDQ3F1dWVjh07YmlpSXh4OP7+/vj4+PD5558zfPhwnW1tbGwYMGCA1rKEhASuXLnCli1b2LNnD+vWrTPoGJVKJRMnTqRt27bUqFHDoLKvXbuW7777jnLlyuHt7c3Tp0/x8/PjyJEjbNq0ifLly2eax40bN+jTpw8vXrygdevWlCxZkqNHj/LLL79w9uxZfvvtN4yNU5873717F29vbyIjI2nUqBFeXl7cu3ePffv2ERAQwB9//EGdOnUAKFu2LAMGDGDSpEns2LEDKysrg45JGEglhBBCpKFQKFSXLl1SXbp0SaVQKHK7OG+l5s2bqxwdHVVhYWF61wcHB6ucnJxUtWvXVsXHx6tUKpXq+PHjKkdHR1XDhg1Vjo6OqgULFqSb/zfffKNydXVVOTo6qlq1aqVZPm3aNJWjo6Nq2bJl6W6blJSkqlevnqpmzZqqFy9eZHgcffv2VTk6OqoePHiQYbo3oWrVqqrmzZvndjH0mjBhgsrR0VG1adMmnXVhYWGaz/Ts2bNayx0dHTM8poULF6ocHR1VgwYNMqgcq1atUlWrVi3d8+5lDx8+VDk7O6u8vLy0zoXAwECVo6OjaujQoZnmoVQqVd26dVN98MEHqkOHDmmWp6SkqIYOHapydHRUHTx4ULP8008/VTk6Oqo2bNiglc+RI0dUVapUUbVp00ZreXR0tKpOnTqqmTNnZloWuXZljXQHEkIIId4wd3d3atasSXR0tE5Xkfr162NjY8Pu3bv1bpucnMzevXtp2bKlzrquXbsC4OPjk+6+g4KCiIyMxMPDg4IFC2bjKITagQMHsLOzo3v37jrrypQpw6effgrAnj17spTvRx99hJmZGceOHSMxMTHDtMnJySxbtowWLVpQpkwZg/LfuHEjSUlJfPzxx1rnQpMmTWjUqBGBgYGaSRzS888//3D+/Hk+/PBDGjVqpFluYmLC8OHDNeckQHx8PIGBgZQtWxZvb2+tfBo0aIC7uzu3b9/m1q1bmuU2NjZ06dKF9evX8+zZM4OOSxhGggAhhBDCAKGhoUycOJGWLVtSvXp1TbePZcuWvdJ7T9TddV6+sTE3N6dly5Zcv36dmzdv6mx39OhRoqKiaNeunc46Z2dnnJycuHLlit5tAU3/eX03rOmJjIxk8uTJmv7eHTp0YPPmzXrTBgYGMmDAAGrVqkWNGjXo2rUrGzZs0Nvl89y5c4wZM4YmTZrg7OyMm5sbPXr0YNOmTZo06rESCoWCe/fu4eTkRL9+/QD9YwJatGhB165dCQ8PZ8yYMdStWxcXFxe6d++uN7BKTExkwYIFtGnTBhcXF9q2bcuKFSvYtm0bTk5ObNmyJdP6SU5O5sWLF4SHh+td7+Hhwfz58/V2/cqIlZUVhQoVQqFQ8Pz58wzT+vj48OjRoyzt48SJE0Bq4PmyevXqoVKpMu2PHxgYCICnp6fOOhcXF2bMmEGzZs2A1LEsX375JcOGDdObl3oKcfUU0mqdO3cmPj6etWvXZnxAIktkTIAQQohXEhcHSUm5XYqMmZtDTnQjvnTpEn369AFS+96XKFGCJ0+e4O/vz5w5c3j27Bnjxo3LUp7qgZfFixfXWefp6cm2bdvYvXu3Tj9yPz8/7OzsaNiwod58u3Xrxo8//siOHTsYM2aM1rrnz59z8OBBKlSoQK1atQwu65AhQ7C0tMTLy4v4+Hh8fHz45ptvSE5OplevXpp0S5cuZe7cuRQrVgxPT09sbGwICAhgypQphISEMGvWLE3awMBAPvvsM6ytrWnVqhVFihQhPDycvXv3MmnSJJKSkujTpw+lS5dmxIgR/Prrr1hbWzNgwABKly6dYXkjIyPx9vamcOHCdOrUiaioKPz8/Bg1ahS//vorrVq1AiAlJYUhQ4Zw4sQJqlSpQu/evbl//z6zZs0y+Gk6QOPGjdm1axe9evWif//+tGrVigoVKmjWFy1alLZt2xqcn1pMTAyRkZFYWFhgZ2eXYdodO3ZgYWGh94Y+PXfu3KFAgQJ6z8GyZcsCqcFvRq5evQpApUqVWL58OZs2bSI8PJzixYvTtWtXhg4diqlp6u2mtbU1H330kd58IiMjOXXqFGZmZrz33nta66pWrYq9vT07duxgxIgRBh+fyJgEAUIIIbJs9GhYsADSvPg5TzI2hpEj4eefs5fPzz//TFxcHOvXr8fNzU2zfOjQobRr144dO3ZkKQjw9/fn4sWLFC9enJo1a+qsb9CgAYUKFdIJApKSkti/fz8eHh6YmZnpzbtDhw7873//w9fXVycI8PPzIykpKcsDgsuVK8eff/5JgQIFgNRBugMHDmTTpk2aIODSpUvMmzePatWqsWLFCs2A6LFjxzJixAi2bdtG06ZNNTMfzZ49G1NTUzZv3qy54YTUlo6PPvoIHx8f+vTpQ5kyZRg5ciS//fYbhQoVYuTIkZmW98GDB3To0IFZs2ZpZiCrW7cuEydOZMOGDZogYN26dZw4cYL27dsze/ZsTdrdu3czatQog+vnm2++4erVq4SGhjJnzhzmzJmDvb09tWvXpmHDhrRu3TrTm3h9fv75Z1QqFc2bN8fc3DzddImJiZw+fZrKlStjaWlpcP5RUVEULlxY7zr1O1xiYmIyzOPx48cAfPvttxw5coQ2bdrQoEEDAgMD+eWXX7h48SILFy7MdEKI6dOnExsbS9euXbG2ttZZX716dQ4cOMCDBw8oWbKkIYcnMiFBgBBCiCxbuDDvBwCQWsaFC7MfBPTr1w8vLy+tAACgYsWKODg48OTJE73brVy5Umt2oMTERK5cucKRI0cwMzPju+++03szb25uTqtWrdiyZQu3bt3SPFUOCgoiJiZGb1cgtSJFitCiRQv8/f0JCQnB1dVVs2779u2YmprSuXPnrBw+w4YN0wQAkNp9xMrKirCwMM2yTZs2oVQqGTt2rNYxm5qaMn78eA4ePMjmzZvx8vJCqVQyZswYVCqVVgAAqeMljIyMiIiIyFIZ9ZU57RTErVq1YuLEiTx48ECz7O+//8bMzIyvv/5aK62Hhwd169YlODjYoH3Z29uzbds21q5dy44dO7h8+TJPnjxh165d7Nq1ix9//JFRo0ZpzWykFh0dzYIFC7SWxcTEcOrUKS5evIi9vT3jx4/PcP/Xrl0jMTERR0dHg8qrlpycnG5woV6e2ViEuLg4AI4dO8Zff/2lmcXoiy++YPDgwezbtw8fHx86duyYbh6zZ8/G19eXEiVK8NVXX+lN4+joyIEDB7h48aIEATlEggAhhBBZNmLE29ESYGKSWtbsaty4MZDaZeHq1auEhYVx69Ytzp8/z5MnT9IdE7Bq1Sqt3y0sLChWrBjt2rVj4MCBODs7p7tPDw8PtmzZwu7duzUDS/38/ChWrBju7u4Zlrdr1674+/vj6+urCQLu3LlDSEgILVq0wN7e3uBjB7S6tqgVLlxYa9Do+fPngdRuPqdPn9ZJb2JiwqVLl4DU98Won8Y/evRIq07Pnj2LSqV6pXEWGZVZHZgkJycDqa0qV65c4b333tNbH7Vr1zY4CIDUz3bQoEEMGjSIx48fc+LECY4fP05AQABPnjxhxowZADqBQExMDAsXLtRaZmVlRZkyZRg4cCCDBg3S210nLXXAlN5T/fRYWlpq6uNlSf/29Usb/OmjfsLfv39/rWlMCxYsyJdffkmfPn3YuXOn3iBAoVAwbdo0Nm7cSOHChVm2bBlFihTRux/18uwGh+I/EgQIIYTIsp9/hh9/zD9jAh49esSPP/7I3r17NTenpUuXxt3dnevXrxMVFaV3u/3792epb3laDRo0wM7OThMExMfHc/DgQbp27ZrpS/YaN26Mg4MDu3btYsKECZiammreDZCVAcFq6XUxSTvYNzo6Gkht/UhP2sGtN27cYMaMGRw+fBhIDQzKlStHvXr1uHDhQpbLmJaJiYmmH7qa+mZVXWb1gGwHBwe9eWR2450RBwcH2rdvT/v27UlKSmLRokX89ttvLF68WCcIKF26NAcOHHjlfcF/9fryDXt0dLTez8Pd3Z26detia2ur+dxepu4GpO4WlB71en0BbdWqVQH0vngsNjaWUaNGcejQIYoXL87y5cvTfS8GoHlHQGYDpIXhJAgQQgjxSqyscuYGO69TqVQMGTKE69ev079/fzw9PalcubKm33KTJk1ey37NzMxo1aoVmzdv5vbt21y+fJm4uLhM3yYMqTfBnTt3ZunSpRw9epTGjRuzY8cO7O3tadq06Wspr3qKyVOnTmV64/jixQsGDhxIVFQUn3/+Oc2aNaNSpUqaJ9MbNmx4LWXUV970+ry/PENNetauXcvixYsZN24cHTp00Flvbm7O6NGj2bVrF7dv3yYqKuqVxgdkRB2kvXxDHx0drdPKADBixAjq1q1LxYoVOXr0KJGRkTpP4NU37pUqVcpw3xUqVOD8+fN6WxTUAfPLwUlERARDhgzh0qVLVK5cmWXLlmXaxUd985+VMQ8iYzJFqBBCCJGBq1evcu3aNZo3b87EiRNxdXXVBABRUVGaN/fqmwIzu9TTLu7Zs4fdu3dTqlQpnXEJ6VHPz+7v78+5c+cIDw+nU6dOOk/Ic0qVKlWA1Gk/XxYVFcUPP/ygmfrz+PHjPHnyhJ49ezJ8+HCqVaumublTT236cn3m9JvGra2tqVChAjdu3NAbCJw5c8agfOzs7Hj8+DF+fn6Zpi1QoAC2trZZLWqm1DfQL083W6ZMGa5evarzox5crX4zr75pQNXL0o4p0UfdNe3IkSM669TnQtpuQjExMXz00UdcunQJd3d31q9fb1Aff/WxlSpVKtO0wjASBAghhBAZUA+QfPToEco0gyCSkpKYMmWK5mlnen2rs6NevXoULlwYX19fgoKC8PDwMPhmuEKFCri5uXHw4EHN/PhZnRUoK9R5z5w5k8jISM1ylUrFjBkzWL16teYGXz0f/P3797XyiImJ4fvvvwd069PU1FTTTz2n9OjRg+TkZGbOnKk1BuHIkSPs37/foDxat26t6dIzf/58UlJSdNKsWLGC27dv06VLlxwPZgAqV66MmZkZ165dy9J2HTp0wMzMjEWLFmkFQkFBQRw5coSmTZtmOh2rh4cHhQsXZvv27VpjQV68eMFPP/0EaHdBmzJlClevXsXd3Z3ff/8901YjNfVUpOouRiL7pDuQEEIIkYEKFSrg6upKSEgIPXr0oG7dusTFxREYGMjDhw8pXLgwz549IyoqKt3+5a/K1NSU1q1b89dffwFkOCuQPl27dmXSpEmsX7+eWrVqUbFixRwtX1q1a9fmk08+YfHixXh5edG8eXPs7Ow4fvw4ly5domrVqnz22WcA1KpVi3LlyrF//3769++Pi4sLUVFR7N+/nxcvXmBjY0NMTAxKpRJj49TnlSVLluTWrVuMGzeO6tWra14Ylh39+vVjz549bN68mYsXL1K3bl3u37/P/v37sbW1JTIyUrP/9Jibm7N48WIGDRrEr7/+yubNm2nYsCEODg7ExMQQHBzMjRs3cHNzS3fmm+wqUKAArq6unDp1iujoaK3ZmTJStmxZPv/8c+bOnUvHjh3x8PAgIiICPz8/ChcuzDfffKOVPjg4mBMnTlC1alXNwG4bGxtmzZrF8OHDGTBgAG3atKFw4cIcOHCAe/fuMXDgQM07KS5dusTOnTuB1L+rpUuX6i1Xt27dtJ74K5VKQkJCeO+99zINSoThpCVACCGEyICRkRGLFi3C29ubyMhI1qxZQ1BQEFWqVGH16tUMGDAAgICAgNeyf/UYgPLly2c4m1B621pZWREfH/9aWwHUxowZw4IFC6hcuTJ79uxh/fr1JCUlMXz4cFavXq25ObWysmL58uV4eXkRGhrK6tWrOXHiBPXr12fz5s14eHiQkJDAsWPHNHlPmTKFSpUq4efnx5o1a3KkvObm5vzxxx8MHjyY58+fs3btWq5du8akSZPo1KmTpqyZcXR0ZPfu3XzxxReUKVOGwMBA/vjjD3bu3EmRIkX47rvvWLNmjUF5vaqOHTuiVCo1A60NNXToUGbNmoWdnR1r167l6NGjtG7dmg0bNlC+fHmttCdOnGDhwoXs27dPa3nTpk3ZtGkTTZs25fDhw2zatAlbW1umT5/OhAkTtLZX27hxIwsXLtT783IL0enTp3nx4oXmMxE5w0j1OjoxCiGEeGsplUpN07uTk1OmT0KFeFuFh4dTuHBhzSDhtMaOHYuvry+bNm3CxcUlF0qXNUlJSbRs2ZL333+fP//8M7eLk6PGjx/P3r17OXDgQIaDquXalTVSO0IIIYTIl2bMmIGbmxsXL17UWh4aGsqBAwcoXLiwZsBzXmdubs7QoUM5duwYt2/fzu3i5Jhnz56xe/du+vTpk+OzKuV3MiZACCGEEPlS7969OXjwIP369aNNmzY4ODjw4MED9u3bR2JiIjNmzEj3jbp5Uc+ePfn777+ZN28ev/zyS24XJ0csWrSIwoULM2zYsNwuyjtHggAhhBBC5EsNGzZk3bp1LF++nOPHj/P06VPs7Oxo1KgRgwYNynR6zLzGzMyM2bNn0717d0JCQt668r/s7t27bNiwgSVLlmim5RU5R8YECCGE0CL9aoUQbyO5dmWN1I4QQgghhBD5jAQBQgghhBBC5DMSBAghhBBCCJHPSBAghBBCCCFEPiNBgBBCCCGEEPmMBAFCCCGEEELkMxIECCGEEEIIkc9IECCEEEIIIUQ+I0GAEEIIIYQQ+YwEAUIIIUQOa9GiBU5OTjo/zs7ONGrUiE8++YSjR49qbRMcHKxJ5+XllWH+CoWChg0b4uTkROvWrQHw8/PDycmJvn37Zlq+Cxcu4OTkRM+ePV/9IN+Qfv364eTkxMOHDzXL0h53bjt79ixffvklzZo1w9nZmbp16/Lhhx+ydOlS4uLidNJ//fXXes+NatWq4e7uTq9evVi/fj1KpTJL5Rg/fjxDhw7VWvbixQt++uknWrdujYuLC23atOG3334jOTn5lY9327ZtODk5sWjRIr3rAwICGDBgALVq1cLZ2Zm2bdsyb9484uPjtdItWbIEDw8PEhMTX7ksIntMc7sAQgghxLuqf//+FCpUSPN7cnIy9+/fx9/fn4CAAGbMmEGXLl10trt58yY3btzg/fff15vviRMnePr0qdayVq1aYWtry6lTp3j48CElSpRIt1zbtm0DoFu3bq9wVLlvxIgR2Nra5nYxWL16NdOnT8fa2prmzZtTvHhxoqOjOX36NHPnzmXDhg2sXbuWkiVL6mzbsmVLqlatqvldoVAQFRXF3r17mTp1KufOnWPGjBkGlSMwMBBfX198fHw0yxITExk6dCj//PMPzZo1o23btgQHB/Pzzz9z7tw5Fi1ahJGRUZaO99GjR0yfPj3d9atWrWL69OnY2NjQpk0bChUqRHBwMIsXL+bw4cOsWbOGAgUKAPDRRx+xceNG5s+fz1dffZWlcoicIUGAEEII8ZoMGDCAMmXK6Cz/8MMP6d+/Pz/++COenp5YWlpq1tnb2/PkyRN2797NiBEj9Oa7c+dOChYsSGxsrGaZubk57du3Z+3atfj6+jJkyBC92yYnJ7Nz506srKwybXHIq0aOHJnbRSAsLIwZM2ZQuXJl1q5dqxXsqVQq5s2bx5IlS5gyZQpLly7V2b5Vq1Z07dpVZ/mIESPo3LkzW7Zswdvbm5o1a2ZYjoSEBCZPnkyXLl2oWLGiZvnatWv5559/GD58OJ9//jkASqWSr776Cl9fX/z9/fHw8MjSMX/77bdER0frXffkyRPmzJlD0aJF2bJliyYIVSqVfPPNN2zZsoWVK1fyySefAKnn6+eff87EiRPp0KEDVapUyVJZRPZJdyAhhBDiDXN3d6dmzZpER0fzzz//aK2rX78+NjY27N69W++2ycnJ7N27l5YtW+qsU99Upn0i/LKgoCAiIyPx8PCgYMGC2TiK/C0oKAiFQoG3t7dWAABgZGTE6NGjKVq0KEFBQTpdYTJSrFgxTQvNwYMHM03/999/8/DhQwYMGKC1fPXq1VhZWWl1ETI2NmbcuHEYGRnx119/GVwmgM2bNxMYGEjz5s31rj948CCJiYn06dNHqxXK2NhYE4QEBARobdOuXTvs7OxYvHhxlsoicoYEAUIIIYQBQkNDmThxIi1btqR69eq4urrSsWNHli1bhkKhyHJ+6hulZ8+eaS03NzenZcuWXL9+nZs3b+psd/ToUaKiomjXrp3OOmdnZ5ycnLhy5YrebQG2b98OQPfu3Q0q56NHj/j+++9p0aIFLi4utG7dmh9//JHIyEitdHFxcfzyyy94eHjg7OyMu7s7w4YN49SpU3rz3bdvH/3798fNzQ0XFxc6derEihUrSElJybRML48J2LJlC05OThw4cIANGzbQoUMHqlevTsOGDfn22291ygoQEhLCkCFDqFu3Lm5ubnz66aeEhobSunVrWrRokWkZ1P3qL1++rHe9sbExc+fOZcmSJZiYmGSaX1rFixcHdM+NlykUClasWEG1atWoXLmyZnlYWBj379/H1dVVq5VJnXfFihU5efKkweftw4cPmTlzJp6enrRp00ZvmipVqjB69Gi9QYKFhQWAVssVgJmZGe3atWPPnj3cvXvXoLKInCNBgBBCCJGJS5cu0a1bN3bt2oWbmxsDBw6kbdu2hIWFMWfOHObOnZvlPNU3PeobvrQ8PT0B9LYG+Pn5YWdnR8OGDfXmq36KvGPHDp11z58/5+DBg1SoUIFatWplWsZbt27RpUsX1qxZQ9myZenTpw/ly5dn5cqVDBgwgBcvXmjy9fb2ZtGiRVhYWNCrVy8aNWrE8ePH6devH1u2bNHKd968eQwfPpyrV6/SunVrunfvTnx8PDNmzGDYsGEGBQL6LFq0iB9++IHKlSvTr18/7Ozs+OuvvxgyZIjWQNuAgAD69evHyZMnady4MR9++CHXrl2jV69eREVFGbSvRo0aYWRkxObNm/n8888JCAjQGQhcv359mjZtirm5eZaOQ31uODg4ZJguJCSEu3fv0qxZM73blytXTu92ZcuWJSkpifDwcIPK880332BqasrkyZPTTePi4sKnn37KBx98oLPO398fQO8YlyZNmqBQKNi5c6dBZRE5R8YECCGEeDVxcZCUlNulyJi5OVhZZTubn3/+mbi4ONavX4+bm5tm+dChQ2nXrh07duxg3LhxBufn7+/PxYsXKV68uN4+3w0aNKBQoULs3r2b4cOHa5YnJSWxf/9+PDw8MDMz05t3hw4d+N///oevry9jxozRWufn50dSUpLBA4KnTp1KREQE33//PR9++KFm+U8//cSSJUvYsGEDQ4YMYc6cOVy7do1+/foxceJEjI1TnzFevXqVPn36MHnyZOrVq0epUqU4ffo0ixcvpkKFCqxYsULTIpKQkMCoUaMICAhg+fLlOjPdGOLatWts2rRJM+B21KhRdOrUiYsXL3L+/Hlq1Kih6UNvbGzM+vXrNTeto0aNon///pw7dw4bG5tM9/X+++8zfvx4Zs+ejb+/P/7+/piamvLBBx9Qt25dWrRooXWuGCosLIxNmzZhZGSU7lN3tWPHjgGpN+BpqQOZ9AZPW1tbA6Tbvz+tjRs3cvjwYebNm0eRIkUyTf+yR48eMX/+fAC9s1Gpy378+HE+/fTTLOcvXp0EAUIIIbJu9GhYsACyOI3hG2dsDCNHws8/Zyubfv364eXlpXNTV7FiRRwcHHjy5Ine7VauXKnVXzwxMZErV65w5MgRzMzM+O677/TezJubm9OqVSu2bNnCrVu3qFChApDaDz0mJkZvVyC1IkWK0KJFC/z9/QkJCcHV1VWzbvv27ZiamtK5c+dMj/nRo0cEBwdTo0YNrQAAYMiQISgUCipXrkxSUhI+Pj4UKVKE8ePHawIASO22M2TIEObNm8fWrVsZPny4plXgyy+/1Oo7bmlpyeTJkzl8+DB//fXXKwUBzZo105pxx8LCgkaNGnHr1i3u379PjRo1OHz4MI8ePaJfv35aT60LFCjAuHHjDJpiVe2jjz6iVq1arFy5koCAAF68eMG5c+c4d+4cy5Yto3bt2syYMUPvE/l9+/Zx7949ze8pKSmEh4dz4MAB4uLi+OSTT3B0dMxw/xcuXADQ6goE/3VVSq8FQr08s+k57927x6xZs2jduvUrDSKPiIhg8ODBREZG0rNnT+rWrauTxtbWluLFi3Px4sUs5y+yR4IAIYQQWbdwYd4PACC1jAsXZjsIaNy4MQCRkZFcvXqVsLAwbt26xfnz53ny5Em6fatXrVql9buFhQXFihWjXbt2DBw4EGdn53T36eHhwZYtW9i9e7fmCamfnx/FihXD3d09w/J27doVf39/fH19NUHAnTt3CAkJoUWLFtjb22d6zFeuXEGlUmkFEWqFChXSTOt47do14uPjadCggd6Apnbt2sB/fecvXboEoPcYSpcuTalSpbh79y4vXrzQPLE2lDpYerms8N+N8blz5wD0tsC4urpmuf++i4sLc+fOJSUlhfPnz3PixAkOHz7MqVOnOHXqFAMGDMDHx0fnWPbv38/+/fs1v5uZmWFra0utWrXo3r27QTP3qKeJffkJvboPfnrvA0j6twXPKoNWMpVKxTfffIOZmRlTpkzJtCwvCwsLY8iQIdy+fZvmzZszadKkdNMWKVKER48ekZSUlOWuU+LVSRAghBAi60aMeDtaAkxMUsuaTY8ePeLHH39k7969mhv+0qVL4+7uzvXr19PtR75//369U4QaokGDBtjZ2WmCgPj4eA4ePEjXrl0zvVFt3LgxDg4O7Nq1iwkTJmBqaqp5N4ChA4KfP38OkGnXmJiYmAzTqcc8qGfIUY8jSO8Gv3jx4ty9e5e4uLgsBwHqm9+01HPhq1Qq4L/BtvoCIVNT01fq8qLe1tXVFVdXV4YNG8a1a9f47LPPCAsLY/v27fTp00cr/YwZM/ROEZoV6u48Lw/+tbOzA/77bF6m/gwy+mzXrVvHsWPHmD17tkFBY1ohISF8+umnPHv2DC8vL2bPnp1u9zVA8+6A6OhoihUrlqV9iVcnQYAQQois+/ln+PHHfDEmQKVSMWTIEK5fv07//v3x9PSkcuXKmhvUJk2a5ERJdZiZmdGqVSs2b97M7du3uXz5MnFxcQZ1yzAxMaFz584sXbqUo0eP0rhxY3bs2IG9vT1NmzY1aP/qp8Tp3UjGxsZSsGBBTT38v717D2nqf+MA/h7W0mKZJdrFLBHCsgtlU9GkEs2MVByFZJCiBlEN8UKkJNKFIPtHq5moSaTYiBASAxPs4oqQRcNCvBGaGThRHM0bXrbvH7LR2tRN7af99n6BIDufbZ8dxtl5znk+z6NWqy2OMwQThhNTw/i+vj6LDc3+HL/YDGVRZ/pcIyMjc16NnpqaQlRUFFauXGmstvSnHTt2IDU1FZmZmejs7FzYpGdgOPnXarUmaWeGfgE/fvyw+Lzu7m44OTlZbGJmYFiUfuXKFYvrXQoKClBQUIDLly+b9G2or69Heno6xsbGkJCQgKtXr5qkiFkyUzBDfxeDACIimp/Vqxdl0e1y19bWhvb2doSGhiI7O9tkm0ajMaZk6PV6mzuwziUyMhLPnz9HXV0dmpubsXnzZqsXm0okEhQXF+PVq1dwdnZGT08PUlJSsGKFdT/9huZNTU1NZttGR0cRGBiIffv2oaysDI6OjmhpaTEGBr9rbGwEAGN++86dO9Hc3AylUomoqCiTsf39/fj27Ru2b9/+19JC9uzZA2D6anVYWJjJto6ODgwPD88ZgDg4OECn06G1tRXNzc3w9fW1OM7wfZirys98bdy4Ee3t7RgcHDQJAtzd3eHp6QmVSmWWYqNWq9HZ2QmxWDzrdyE2NtZiylZLSwvq6+sREBAAsVhsMkahUCA1NRWTk5PIyspCYmKiVZ9jcHAQIpHI5js/tDAsEUpERDQLwwmUWq02KTM5Pj6O3NxcY3rQTPnXCxEYGAgXFxfU1NSgoaEBx48ftzrQ8PLywoEDB/DmzRvjVV1rqwIBgIeHBw4ePAiVSoWamhqTbaWlpRgfH0dQUBCEQiGio6Oh0WiQl5dnso/a2tpQUlICoVBovINhSIEpKChAb2+vcezY2Jhxfy40TWY2oaGhWL9+PeRyOVpbW42Pj46O4s6dO1a/juEENz09HR0dHWbb1Wo1ZDKZcf/8DYaFze3t7WbbJBIJfv36BZlMZnxMr9cjLy8Per0e8fHxs762RCKBVCo1+zMEToGBgZBKpcbFvn19fcjMzMTExARyc3OtDgD6+/sxMDBgsqCb/jd4J4CIiGgWXl5e2L9/P1QqFU6fPo2AgACMjIzg3bt36O3thYuLCwYHB6HRaBb9iu+KFSsQHh5u7O46W1UgSyQSCa5du4anT5/Cz8/PmCZirRs3biA+Ph4ZGRmorq6Gt7c3Wlpa8PHjR+zevRspKSkApiv9qFQqyOVyNDU1wd/fH/39/aivr8fExASuX7+OrVu3AgD8/Pxw4cIFFBUVISYmBkePHsXq1avx/v17fP/+HcHBwUhOTrZpnrZwcnLCzZs3IZVKERcXh/DwcKxbt85YeQnAnOkrwHS5y46ODlRUVCAmJgZisRg+Pj4QCoXo6uqCQqHA5OQk8vLyLKY9LYagoCAUFRXh06dPJs3TACApKQm1tbUoKirC169f4evri8bGRjQ1NSE8PBwREREm4x8/fgytVovY2Nh5rWMpLi6GRqOBq6sr+vv7cf/+fbMxzs7OOHfunMljhmZyhw4dsvk9aWEYBBAREc1CIBCgsLAQ+fn5UCgUqKiogKurK3x8fHD37l0olUrk5+fj7du3ZqU0F8OJEyfw7NkzbNu2bdZqQjM99/bt2xgZGbHpLoCBt7c3qqqqIJPJ0NDQgA8fPsDV1RUJCQmQSqXGuyTOzs6Qy+UoKSlBbW0tKisrsXbtWoSEhCA5OdmswlBaWhp27dqF8vJyYyMpLy8v5OTk4MyZMzZX6LFVWFgYysrKUFhYiPr6eggEAgQHB+PSpUuIiYkxLlSdS05ODo4dO4aqqip8/vwZX758wdTUFNzc3BAdHY3ExESbAy9biMVibNq0CQ0NDcjKyjLZtmrVKpSXl+PevXuoq6uDUqnEli1bkJaWhqSkJLNA58mTJ/j58yf8/f3nFQQolUoA01f2Hzx4YHGMp6enWRCgUCjg4OCAkydP2vyetDACvWG5PBEREQCdToe2tjYA03XerbkqSvSvGBoaglarhbu7u9l3u6urCxERETh8+DCKi4uXaIa2KS8vx61bt1BZWWlVF+jlZGhoCCEhIQgNDZ1X1+0/8dhlG+4dIiIishs9PT04cuSISSdmg9LSUgDTaTb/iri4OLi5uUEuly/1VGxWXV2NsbExXLx4camnYpeYDkRERER2w8fHB2KxGK9fv8apU6cgFouh0+mgVCrR3NyMvXv3zrlodjkRCoXIzs5GRkYGzp8/P2eX4eVidHQUDx8+xNmzZ+Ht7b3U07FLTAciIiITvKVO/+9GRkZQUVGBly9foqenBzqdDh4eHoiMjERycrLFpmPLXWZmJgYHB/Ho0aOlnopVZDIZqqur8eLFi0XrD8Bjl20YBBARkQn+kBLRv4jHLttw7xARERER2RkGAUREREREdoZBABERERGRnWEQQEREJgQCgfF/nU63hDMhIrLe78er349jZBmDACIiMiEQCIydYIeHh5d4NkRE1jEcr4RCIYMAK7BPABERmRGJRBgYGIBarQYArFmzhpU2iGhZ0ul0GB4eNh6vRCLREs/o38ASoUREZGZqagrd3d0YGxtb6qkQEVnN0dERnp6ecHBwWOqpLHsMAoiIyKKpqSkMDAxAq9VifHx8qadDRDQjoVAIkUiEDRs2MACwEoMAIiKak16vB38uiGg5EggEXAMwDwwCiIiIiIjsDFd5ERERERHZGQYBRERERER2hkEAEREREZGdYRBARERERGRnGAQQEREREdkZBgFERERERHaGQQARERERkZ35Dwk7nuHVm6JfAAAAAElFTkSuQmCC" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 69 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 6. Conclusion\n", "\n", "This notebook demonstrated the implementation of the `accim`'s module `apmv_setpoints` to apply adaptive comfort control.\n", "\n", "1. We successfully identified control targets using `get_available_target_names`.\n", "2. We simulated a **Base Case** where $\\lambda=0$, resulting in static PMV setpoints.\n", "3. We simulated an **Adaptive Case** where $\\lambda=0.4$ for Space 1 and $\\lambda=0.1$ for Space 2, resulting in dynamic setpoints that relax the cooling requirements during warm periods.\n", "4. The comparison shows that the aPMV logic effectively adapts the comfort band, which typically leads to significant energy savings while maintaining occupant satisfaction according to the aPMV model." ] }, { "metadata": {}, "cell_type": "markdown", "source": [ "## 7. Cleanup\n", "\n", "Finally, we remove the simulation output directories to clean up the workspace. **Warning:** This will permanently delete the simulation results generated in this notebook." ] }, { "metadata": { "ExecuteTime": { "end_time": "2025-12-15T15:32:55.070337Z", "start_time": "2025-12-15T15:32:55.044629Z" } }, "cell_type": "code", "source": [ "import shutil, os\n", "\n", "# Define directories to remove\n", "dirs_to_remove = ['sim_results_base', 'sim_results_apmv']\n", "\n", "print(\"Cleaning up generated files...\")\n", "for d in dirs_to_remove:\n", " if os.path.exists(d):\n", " try:\n", " shutil.rmtree(d)\n", " print(f\"✅ Removed directory: {d}\")\n", " except OSError as e:\n", " print(f\"❌ Error removing {d}: {e}\")\n", " else:\n", " print(f\"⚠️ Directory {d} not found.\")\n", "\n", "print(\"Cleanup complete.\")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cleaning up generated files...\n", "✅ Removed directory: sim_results_base\n", "✅ Removed directory: sim_results_apmv\n", "Cleanup complete.\n" ] } ], "execution_count": 70 } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }