{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lane Detection \\\n",
    "Bottom Line"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Test per provare la detection della linea inferiore da immagine in gray scale, non utilizzata alla fine"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "from pathlib import Path\n",
    "import numpy as np\n",
    "from matplotlib import pyplot as plt\n",
    "import math"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Import video"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Opened: True, FPS: 59.94005994005994, Total Frames: 227.0\n"
     ]
    }
   ],
   "source": [
    "# Define the relative path to the video file\n",
    "notebook_dir = Path().resolve()\n",
    "project_root = notebook_dir.parent.parent\n",
    "video_path = project_root / \"data\" / \"recording_3\" / \"Recording_3_normal_speed.mp4\"\n",
    "video_path = str(video_path)\n",
    "\n",
    "# Load the video\n",
    "cap = cv2.VideoCapture(video_path)\n",
    "\n",
    "# Check\n",
    "print(\n",
    "    f\"Opened: {cap.isOpened()}, FPS: {cap.get(cv2.CAP_PROP_FPS)}, Total Frames: {cap.get(cv2.CAP_PROP_FRAME_COUNT)}\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Get frame"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Set frame position\n",
    "cap.set(cv2.CAP_PROP_POS_FRAMES, 10)\n",
    "ret, image_color = cap.read()\n",
    "if not ret:\n",
    "    print(\"Failed to read the frame\")\n",
    "    cap.release()\n",
    "    exit()\n",
    "\n",
    "# grayscale\n",
    "image = cv2.cvtColor(image_color, cv2.COLOR_BGR2GRAY)\n",
    "\n",
    "# Show the image\n",
    "plt.imshow(image, cmap=\"gray\")\n",
    "plt.title(\"Frame 100\")\n",
    "plt.xticks([]), plt.yticks([])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Cut only the bottom part to detect the starting line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1d444884350>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "limit_y = math.floor(3 / 4 * image.shape[0])\n",
    "bottom_image = image[limit_y : image.shape[0], 0 : image.shape[1]]\n",
    "plt.imshow(bottom_image, cmap=\"gray\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "OTSU THRESHOLD FOR EDGE DETECTION \\\n",
    "good automatic way to find the threshold"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Canny Edges')"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Compute Otsu's threshold\n",
    "otsu_thresh, _ = cv2.threshold(\n",
    "    bottom_image, 0, 255, cv2.THRESH_BINARY + cv2.THRESH_OTSU\n",
    ")\n",
    "\n",
    "# Set lower and upper thresholds relative to Otsu's threshold\n",
    "lower = 0.5 * otsu_thresh\n",
    "upper = 1.5 * otsu_thresh\n",
    "\n",
    "edges = cv2.Canny(bottom_image, lower, upper)\n",
    "\n",
    "plt.imshow(edges, cmap=\"gray\")\n",
    "plt.title(\"Canny Edges\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Display the original image and the edge-detected image\n",
    "plt.subplot(121), plt.imshow(bottom_image, cmap=\"gray\")\n",
    "plt.title(\"Original Image\"), plt.xticks([]), plt.yticks([])\n",
    "plt.subplot(122), plt.imshow(edges, cmap=\"gray\")\n",
    "plt.title(\"Edge Image\"), plt.xticks([]), plt.yticks([])\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Line Detection"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Use Hough Line Transform to detect lines in the edge-detected image\n",
    "lines = cv2.HoughLines(edges, 1, np.pi / 180, 125)\n",
    "lines_image_bottom = bottom_image.copy()\n",
    "# Draw the lines on the original image\n",
    "if lines is not None:\n",
    "    for rho, theta in lines[:, 0]:\n",
    "        a = np.cos(theta)\n",
    "        b = np.sin(theta)\n",
    "        x0 = a * rho\n",
    "        y0 = b * rho\n",
    "        x1 = int(x0 + 1000 * (-b))\n",
    "        y1 = int(y0 + 1000 * (a))\n",
    "        x2 = int(x0 - 1000 * (-b))\n",
    "        y2 = int(y0 - 1000 * (a))\n",
    "        cv2.line(lines_image_bottom, (x1, y1), (x2, y2), (255, 0, 0), 2)\n",
    "\n",
    "# Display the original image with detected lines\n",
    "plt.subplot(121), plt.imshow(lines_image_bottom, cmap=\"gray\")\n",
    "plt.title(\"Original Image with Lines\"), plt.xticks([]), plt.yticks([])\n",
    "plt.subplot(122), plt.imshow(edges, cmap=\"gray\")\n",
    "plt.title(\"Edge Image\"), plt.xticks([]), plt.yticks([])\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The size of horizontal_lines is: 2\n"
     ]
    }
   ],
   "source": [
    "# Tolleranza in radianti (5 gradi)\n",
    "tolerance = np.deg2rad(5)\n",
    "if lines is not None:\n",
    "    # Filtra le linee orizzontali\n",
    "    horizontal_lines = [\n",
    "        line for line in lines if abs(line[0][1] - np.pi / 2) <= tolerance\n",
    "    ]\n",
    "\n",
    "    # potrebbe essere un opzione considerare solo le linee quasi orizzontali, ma con una inclinaizone opposta rispetto alle linee del campo\n",
    "    # horizontal_lines = [line for line in lines if line[0][1] - np.pi/2 <= tolerance and line[0][1] - np.pi/2 >= 0] # inclinaizone \\\n",
    "\n",
    "    # Crea una copia dell'immagine originale per disegnare le linee\n",
    "    original_with_lines = image.copy()\n",
    "\n",
    "    # Disegna le linee orizzontali sull'immagine originale\n",
    "    if horizontal_lines is not None:\n",
    "        for line in horizontal_lines:\n",
    "            rho, theta = line[0]\n",
    "            a = np.cos(theta)\n",
    "            b = np.sin(theta)\n",
    "            x0 = a * rho\n",
    "            y0 = b * rho\n",
    "            x1 = int(x0 + 1000 * (-b))\n",
    "            y1 = int(y0 + 1000 * (a))\n",
    "            x2 = int(x0 - 1000 * (-b))\n",
    "            y2 = int(y0 - 1000 * (a))\n",
    "            cv2.line(\n",
    "                original_with_lines,\n",
    "                (x1, y1 + limit_y),\n",
    "                (x2, y2 + limit_y),\n",
    "                (255, 0, 0),\n",
    "                2,\n",
    "            )\n",
    "    else:\n",
    "        print(\"Error\")\n",
    "\n",
    "    # Visualizza l'immagine originale con le linee orizzontali\n",
    "    plt.imshow(original_with_lines, cmap=\"gray\")\n",
    "    plt.title(\"Original Image with Horizontal Lines\")\n",
    "    plt.show()\n",
    "    print(f\"The size of horizontal_lines is: {len(horizontal_lines)}\")\n",
    "else:\n",
    "    print(\"No lines detected\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Canny Edges')"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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wlJqTrwFgPEP53eQmN2k6A7sOL8rrXve6wfc2b06mNlcASzkGoAGAmZUYAfbDMixra+mZhVIAfV46fEGxA/9Aov3Jo8nSd5p5CRZjaKybjBuv89DzqphnL+AV2KXoEZniOd/5znc2XkkFHh//+McbGSEsx1DyffxljzihHFBwbZ+75S1v2Zx/ZS7sG2sIzOARnxWiKgtJVkFAJ6+RtXvPe95zwFMU8tz4w8uzGP9DHvKQZq+///3v36qQ8VYDGF04ocanPOUpDdM5av7tb3/7BRJ7K20HEYTcszwwIdYOxfqOd7yjEQgEp7AGqwERSATpLERJ89zIX6BACJVdJXuBgCI8Cc5SQXp2ljoBZz4JsBDBLgzBM2GuCLo+8ncHKVLC//7v/97cC8CUXOd76wIyQwnwGgJezBce9XnKARH2lJuwjWel8GYhYIhnI0q1JL/zxuDXWUITwiDWYRFviHvyKhmD5wZMXQ9wE7I1Hs/M6PB/ipoHT/dhSpB3Q9iCMjdf3lunkWCMb3rTmxqPCDAGiHzwgx9sPC9entGzmbt73vOezZ4wXiAFb1tj4T3g4Pjjj28ADtAL3OFvz8pTZS/QSX/2Z3/WeNVc075jkLmGa+EheqrPyzwvmXNAzLrYy4yz8RS+xns8MuSotiS+D4jtEm1sH5hFCZPamJXWTzYfhckKLSmbHnghCFh0FCPLVJ4DoUrZEiKuYfMSLKW7Nt4DAsaG9ZNiJ2RiIVLyhHApZH1vE1k/zzNkbBIT/8//+T8NwC8VGiHqd8rFXN74xjduPAel9WWe3EsIidLqcoFzpVs3lh4h6HrXv/71G0VOaejL5N5A4ibOJTr22GObsBMemgQUgBbKzTO++c1vbnjJ/4UbAG1gjzyh3IaS9RF66vMYMcrkHgEkQ4k3GnAAiuyFeci+AEQZDCFhEkq3VLw+J4R/5plnNvuIArQPeR3sS/MqHBlv57oJP/OGABbmCL9bNzKlJHKEoQSExNMmZUECrP/LhaHo8T5gFMD31re+tdkTPCBCf+YEf5Br7st7Ze/xAgN8ywrb8EwLkcld8zzzgKPLXe5yjQfxXe96VwPctoWsB2C5dR6YSrtDlF7b1Uk5EAqUJw+B3wkOYIbrmqCgVLxPSPLeELI2M7BDQVMyBBEijH2WACHIKGjfp7QAmjLp0e/u7XNiyGWCptgxAUVI+JufFDYl1lbS6T3k+4sqcPcUpohHIyEgv1NU/pbnIZzNZ0ALgW2OWZiEM8Hq+VlqAI5rHHnkkY2VWc4/azXz2CZzRGG94Q1vOABufJZFZ2zmXa8mvZkSptlEAq548XiN5Py0PQUJuwG55g1wznx4XuANyAZeJvWj6AInrhfwYl2sE/6OAqJYgcBZAAwlay2BUnxgfWcl42rPQzskRbnjAWOz1pSzdfe7n+Y03vBNAC/IuMgTZG8bI88DsFa23zD/QBiAQTl6DutkfYWHKE37SU5M5sVzAyu8LZ5XfslLXvKSBuziD2vhM0CGAgKGAbAZwGs+/S4Px9/b8rCPyCPAg1dnkUTyr371q81YzAkAY/9vak7TLFQBTKWVEwtGEmNJ3LKESMIXhCqBTpHY3ICI92wyVge3sM9TJBQMZZBEX4KDUKIk3MtGB4oIaaCnVNIEFlezsBWlxk0cweD7QJRrEYA+52+UhbGVSjplyJS36xBM85JncB0gzTUjWIzdPNzudrdrQm/+Jlb/tre9rQEz4tyUCwFMSHsBMa4ToOPvEcKl14lAY1F2kWvzHhDgwItxiP+nhNf9U90F5LEOZwEwxuF5/TSvy3a3d/WU4okCREvFzSrFT8AeheX0664cBta2ORhaYovHABMAD1k397c25g0IxLv41txRrkPDSD7HivZMQjyusWzwaP3lvVDqFLKxegbKnTfGegHHvDCbClzxeRJYAQD7PHkt1gAg46Hx4l2MscR46lLsQlKUP8MK0LGG1sL+4KXx3fAxnnN9/MYDaO7sY+uGDj/88IO8X75nDHgMf6Z6yN5lvAnRLQMk/vu//3vjQbPv8A4P2iwFEpOI7DRve+2JrQCm0koJYxN0LMeSKI+25QnUEBCsfn8jKHyX0qSUWTAUuU1I0RAQrCguW8LWvSTqRdgSSoQWZZneDzaY63qPhyHvp3qJO9w1WVBcyO7hMwRhmUws/OUzhNJtb3vbhUJSgAYBRmlEsSFCy/MQfpIRPYsk6JT4+mzcweaT4DN35ouyNCbzSUi7xtBKEutAIKffCgWQ6jHKuUzcJIiFQdx/aD4Mb5M5C2DlGVklUQbG7rkoMErH/4EMFjoQ3QdekHWdJWkWAKfwJIoCMQAmSxqPUoKemSfG+npZm1nyYPJZ4BG4BeyXmUxrrAyOhN2yR+yBzIPnkl+y6X1TjA/glvxsfXk/GAw8sH43/3gCPwCznqsLLAQQdVHymULAElnlvuSJubMHM1ddIS0AOr1cIu8Svl1GxVnGSTaSDUAzIGVN5/HilURGyDn0vHtdal4BTKWVEquCgG0LOgKjHSMmEAl/+SqEKCVKuVA0rBHKuhQiSQi22SnntgKysQgrwpgQJsSAFPchtFjFgIN8mdIScV9W+Yte9KJGGNmU7bixzwe0EEClBTYrEW6uAwgAGOlrYqzmKZYNxUfZeUWZmF/3N7+J7af5E/ADxHl2AHKoy9icUeieJ2XWBKz1et7znncBq43AJxSHABiCXb6A71hrAHHRPitD5lcI0byqasQnQoK8CJ5zGSHANpkL3gtzV+YYWQdrKvSGB63ZvJUh1mlZFnRJwBWjgGchhHfsQzk94fNJ5eubQuaXJ9WaAyjWm4EAyAAW5pAMIEvsk0WqiOxZckuIjycHj7keb8wkikeLV8f+IHPkY5FrywIvITwp/AXIMByEtox5ET6yd8gjfL0KfpxEFcBUWilhbtZ5myiu9rEQFJoXBWwjU8osEEqYFVsKVB4W12Xp9lmB7l2CJEIryp7SUB6bsQgdUTrADGGdnBnChBfjxS9+cSPghJMCVpaRDAekECLGk864aeBoHAFpFB5vhznjqUGUDCGU/iLxGvm/OfQMxkqgvvrVrx48pjI+zutkvoChLkVrPnlUhnSF9awsX3kphLpr8iwBXasEMCilpebPOMquxKu8ZxdZR/lIQo/Wbl4vRjwlQ70vQD4l2wayrpPcFgTYpyorHhcg3t7A/xTrtlBABDlxr3vdqwGUKbu2DmUop4uGVomRHwggAlLxGKAuVD2U7Ft7A0i0L9JvZpn09a9/ffSKV7xidNxxxx0YKz5cFHgYKw+Sed5LqgCm0kopjb8Ijlg3aYzVFrzeYyXZ+KxWip2VJPmM9eyVviUUtO+XQnaIMGOB22RlLoQN7G+uLz5e/o1VkQocngIKmOI1LpUGeZZ5vS8ESUrIua/L6xgPkEI4cDsTiqw0QEzVBAs+gtIz8VZ5Ft+R3yJJ1zWEGoYqSc9CgbFUY2VPs7TNwZBOuObQtXgjzCECAln2e0mzNqNbhNqJv+F5PzMH8xJQ3w7NTgpT4jWKClhM3xfKWRhK1Q3es08BYXME2JQgzDXw3jZRKrbICWCk9LAknJj/y/Pi8WDQAGvCxELNclAmEdnBQ0kOveY1r2k8PoApg2sez541WeU8f+c73xm9/vWvb/JgEjpflOzrdNAf4ulNBaT7k29Dk5rbVAFMpZVT2VQtvxOkEty4NHlYWBwEMgUsTESQiAWz7n2GZwG4AS5yRABwoTKA4o+nhTDxck0vQtomEbKQd5HwAcAQbwxQ4H7G1VZuhLrvRNixVP10jWz8WdvYA1/uZQxcx+m54dklSSKKhOfEM7q/5yOA3cuYMg5gw/dUR/gcReR5zROBokpilgRAwAhgGwp4rCvBPcTVnYotFToEFi+M597F4x6ssWcD0EqgXiq0NF6bh+yFeMeGUCrafN4a2G/2BkDPWLD3KGFr5Lqqsdqg3D7cNqJYzVX2Tzwb9pH8Jz8ZIvYKzybDxJ4kKyjjaR4FAEm4B8jxfTLHnuV5WWdrgctc5jIHqiT7+EH+3imnnDJzN+g+SiuMIQAGOGZokVcS2SUUTwu1dVEFMPugO6uNu5dWZ5sIiAhDAsMGF3IgXJJkKv8DcBFO4G2gSAlSVhAhS/ASwEJKriV8JO7qOnJDCCPPSKDYFFy6rCiCC/gAgBABI7MfAIhwo0hYssJSgAOFQykbD0XrOjYboHTGGWc0wMU1CUP3Y90NJZ9n8VJcAAzlrWmj8RAAcVm7tv8LebDUkyicHi88QSqfKB5jDYhK11xzpPfLrJaNZ0/TuyHWFDBiToeAJM9FeVpH6+Je5n5TynCXSdYPqAMOrEGUWcI4lJ2EXrw+z97knbSPhpIxZDyAb8IT+Bp/40WgC4+vupvsXpLnskfwmrCd/A/ygdwQYuUtYSjYV6961aua/5MtAIB9MMm7G6+WJFj/R/Zd2dp/XXTRi1606eEjHFU2sSyJTJX0Tx4KVS8yZl5U/DUEUJNr6bVjrnh7yfgKYCodRBRl+pdg1HVRKRBTlRRFTEDYbJJAvef/hIHNANgQJkI3qRbQcyEKAoBJXw0b0GdTdQR8AAkRQABSwlYsTXPC8yKmb44oFJvdWCluYyDcfIY3A5ASkgnxIPmc7/NyDCHX5HVKx2H5NcbEXWzc8n7MD0XvpYKB4uGJonAIInMCrPk7q5H3JaWuvFHi0AT1tNh+HwFngJxnptAovHZyLuvJvBsvAMh6Gkqp/PAcFHnKwXeNrCk+VJ1hDT2zeYo3xtpSkvOEHgEfr1mONUCAMEVRhkSEF3XDpkys9yy9braBKNSys7IQD6+lfSjEw9MkdGTfADpaB6i6m+QVTDuBtFdQHCAXDW8DleZw3QDmK1/5SvOsnpMc7DNEGE5kS7ux4azku125jl1k3zNcAliSizZPb5oKYHaUMIkNSfGqptkkgUJ4T6KSkfvyBHyGu5c1SaHagOntQHgAC6yCVC1RHFEevBrph5BDAUtybwqnVBAaSbEc2uSaQ934BCUPUvJ4KDfJtcbKEwWEZTOrxAKYKHeeIvMQAUPxAXgUpGfh1UhZME9Su0xzFnId88kqR/e73/0aF7N5NudelKDndl+5NrMIHWAobvwoy1mEfZrBbTpRZlz0wDqAUHY6zgGPs5ZPl3PIgzDreUgJpZaEz3giACn/X7fiXTbhFYoVz5EP1oX8Af6Ffhgf5pIBw6iIxywAu4t8lufKOqRZofVNN3DGTZn8m9DVXucPfeP8pqCSlwFVz+T527mHZX7ivOSZGT7zEPmH/+ZprFcBzI4S8EJQsvq27Uj1IYycKoJYG+2KIL8T1jYnTwo3b6p7EIFiftqVUH1EsC+yyYEOwMCYeS4AEiAhzbQAFQqGN4gQZBmlaRiB4/vxILEaeWpSgcULwmqUBzPUFez7Xcm3wE/KtnmkWKI8eT6f67Jo09Z81v4jnpsHbB7iiTN3FBGgtgkHCU4ic8ZTgsdyBg2eA1zxpnWch3K0xqyKJ8q8TVG0FPumz+k8RHkDKzy2QmSeEUhRwUV5OnBTGIN8kMCL/xkbaUTYJoBE+BY/4kXhaSFvHtWc/F6SPeYz7r+q+T3kkEOasbcBas5t4mHK+VWAFL2Q/ZwmoIv09Em16RAvCn4js1KAIc+x3eh0KFUAs6OUMt8+axUDYbp5s783mYSjcvAZ4UUwAwYEFGDnmXkACJ29IvdnDQnNEHLm3hhzQKD1INwIAN4kyo1yAnooK+MGYFzDuno2CoyC9Lys6KGlyO4pF4DFHeBHALp/eue4tyTUVA2ZL89AaJtH3h5WaM6x6iMCCqhaRl4FIOXcGS77tLffVLK2FAcFIgxpXSkxXjMKZJHOzQk74aNZ5tW8TSod30XwghgNeEXVSw6VZRBYB7kYvIjZBzzWPCr4vDx4tiRrqlO1/eOamktG3pZGUjt5nTeu3W6gXcI+L13oQhdqwD0Pb5snEuK2F8kS+0hbBp+NzFnGsQJkEi/UtH5QntXcAYJpMun3ue4551grbThRPBijrz+H+C0vhE26iDDdRKIoWCIEBquDUo4XipUkrLTXx8oDLpQXIcciTyKzTcwq4pYWR08FkdyW9IXxOcKBQvS+F1BBUBHGQNosygfwkE/j+qwuiXSAEIXo/0JnBD1wwloi9Ah0YyfcgYf8nccmHT7bvSQ8iyRf41a22Sbfo0gAo2kH31EUJSg3X5sKYDyTvaUSJV7CdEAFTgFPeRjWcN5wH36eFXAYS59S3nXiMeQBwTe8KxStfcC4Kb23+J1HRn5M3/xaN6FfoVSfx7v2UXK62l258TeQkCZ1+Nf9IxNca1EA873vfa+RBXJe5MCVICZJ/jkfjhGg8udBD3pQA2JivCxCwDE5oaDCfMo5nPRMPpOjPXwvsm5WqgBmh6nM+2gTxpHbQLlISOs7A2RWSvnyuvMUAAQbgnDhLbDBPHPZ+4EioWw8P0HWPuBumQRQ8bJItBX+oNxz/orNy4rjZRGDZ8UBCQQLy4SF5u+AD8XoOjwisxwCWBLwAbRKBs6hfdy/LEs9ZYSiCD33Uf1kbsqkxrL012dUYlDE7cRHnhyvvoTIVKTJ9dHAi9Dt8wgCeeYA5WiETT1RnGAWJsshpfjKfAoJppJMvkDO4ZrHde+5Zy3fn9dNvysEfKfc394Tdm2HiXhlAIppieVkpbA03idDsh5ytPBnKXdzQjVZlOpDBgmyD5fl+frSl77UgBjeIUZIeV28xvAhd4yHPErZs/296D6yzxkYnh04J08m9SgC/NJOguwwhxXAVDpAUC3h2UVhYgosYQoCdWhTrEmU1vvrBDCSJyllitMG4cHgHWAdxNoggHipJKnyYJRJlqsg96TAuKgBqpwpZBwACyvNnPm/sXZ1xhzSVG4IxWPip1fAHmVaXp+QNWeEet99zRvljKc8G+8XoUxRAGsAY5/V79mBMD8JeCDF/5Ow7BoB1RROkqjxtbnbRPCC8J2k75T2JzTHtQ5E2HPmtSspfCiVFXaVZqd0424TnhpaFUfOqfRByU/z/T65i1bNt5///OcbWaI0Gh/yOtlDPCJeKMA/41yG4Upe4W+eXT/x91AATv/0nTM1jSqA2VGiWPoaT1GeKiO0xydgbT6Kp6s77qzEIp/XTc16ocgoQmgek1OGsyLzdHotBUUXKODRiLszZOPxzPT1TliEjAdA8bJ5Y4URIHuZf0Co8Xq4PyFHkOVIA3MB/Po/YaiCDcARckyyp7ES8sJKgLDr4CnhIpZduh2bW4piksD2efdPx2FgyTX1uWGxEmwsNF4hPGpdl8Gnq6aEKfGSPYGANcqF5cmz1nVG2FBqA0pzYt1QDq6U42W+8PkylNQuES8ZryxDJ3kr1ipe0XQpFoamYBlBac9QGmc5HNa6JgfNXKcfEz5Na4S9oo985CONMYAHeJns1TJBO/txmTxhDniN7Vv5X9Padrh3ABTAw2MzLYzcRRXA7ChhkD4GFYZwHkYZgrDhCNp5wxKhRfoJ5CRmwp1CtAHFq3lIZtlITlkFRFTR8CoRIGK+hH5yUNLDxWdKsrn1mqFcFumLgAhDjbEItnaekfvMqrwSCjPmRTxcBAZ3MiBDmeZAQXNmvv2f4nMvHgMl3j4jFEKYG7fvE+j+bq4ILwqUYgAgVRZYC/ciRDUJ6wIdwlaPf/zjG49FWV4PSLmve1Aw/u6+lEy7s/MmUlzjfbSsxMkQACpPyD7m2bGXzSfFuameqnURsCGJ3enJUZr2gTww/EuG2QP2Lx4W1sz5YzzV5rX0fvG0yW+yz9NzJuCFzGGQ+Y6/u17y2Lp67vi8PWUvCd8CH/jfGMr9k3yb755fpVhSTqn3ElZyHXJolnOZ5uG/9BdilEwrKCiNED/n7T9UAcwayaLZGIQMhqRQCP9VC5z0TymJux5gWATAiIN2HRYXBickbKp28y7fAaoIh7TrZ/nYuITJLOQ+wA/AQEgAMKwRmx0wStUP70Hbs8PyFwIT6kl1wiIkFkyReMltWcQK81ynnXZa4zEBFnQEnpdPgB8HWcYCAgy8rAGeNO8EdMpCefJi1ROwPCHKMI2FBSvurtImCpQAixI15/KrWGU+BwiVa2pOKJK2xyun2/qs6wGgaVNuLKXXbNMpiZ0EdXh/FvBiXShI3wfgzA3FWyZqAtsp1a7UT/jyiCOOaPL/KFlGAd60RvJh8Lc8MPvB//GftcLvvgvUCzur+gMugGx8TlZYW/uUTE81YdoaMKrIXaAWH7u/vcAT7t7u5TvpF0P+ADLuzRtKbtknCb3Ic7noRS/ayNNJ5fi+zyPj8+RR8v3mPcKij8h24x6aR9gF4D2X3DFzNrTBYwUwaySLSOhzT1KykDwFbnPMW1Y2K9lMsRYWJRZ8X18V1/esrBHJb4l55qgASjUlgLFSeBps8FmIIKdMCfxYBISRDcZNmfbr7sfFXp7mm6Z0FDhFAeTMe0oyocbDo7KIQHO9RQAMQAd0EHSuu2jnzC4PThsUUJQlpTwyJ3XnhGfEQix51hoSmsJKz3nOc5rSTQAR+GrnGHSdbuw5fd56EbiEv/1hffBReVIvpYFvNs0rQ+nwIOX06xztYezmdggAxbPAmyoun3dNhgKw7xqUxqa1/k94dJG+Iqsi4JvXD6g2h5Q6YJDEWjzL4wsYhJ/S50USue/xTgrB2kPAhb4v/u96vB3CJ/hXgi95bl8B+7w+AAp+9j7+ZkTxLqYzeUAu+ZHW/O4HAMlrAVaEW13zYhe72MR8mxC+8UyqoJJgzjOzzLw/+3MWPsTX6Vnje57FNQAsXmBAaEiH8wpg1kiEGSEkvp9GRFz0hH5ORiagFg3r9JFNYlMAFBhokaRA1olr9AEv17b5ADUhBczreYEXAiBxaGOy0Vg2AMg8XgagpKy4oHiBGq7jACxzSpC5v/kP5X4SgQkcbtd2b4dp1S8EoXklmAgywGUeYZHTpt2PIgTwcq6Vjc4zsqnhAYLYnBNU8UJ5nrjTpxHgksMrKZCUqSLXiuCmQCgN88wQ4OlaNxknvsLrLPeyssozAaCseOvZlaxdXgfwBvYjAwIiza1nB/Bdp49Y6fblouHQWeUasOme9s6Qgz73gpKXwtvHQOJ9odgzN5rdsf7bMiznrYWsAdkkTIrPs7dT9em6Pu/9GAqaaboOMEJB55wl91b67P0cKcJwIvvxvf3Cg8Jjg2dcBw/xtt3+9refelJ2yHUBhXQaxlfLBDDkOX53bfJumjEBQJmjeHvJ+5xKDyQO7Vq8WwdfbDFRRJiAYCKQMDAlxd1JGLI6KYNZSyf7yHVYxayKHIq4yJk0FMyQOCaBmgPsABXlfgEIrBAWkLAPACEXhdID6mwOm25ecj9ApdwYrJjS+i9bfxMsekEAIgRKiLuZIEnCZJu87xA1SodSpYi74tSTCAAyN64DuAjTAF7GR0BwdRPE3MwssxNPPPHAydibREAkwauvhmciRI2TUJ5GeIFyJ+gJa/NAceCfNNDDF/aG/Bp7hmWZhNl1kvERxiV4sYaUj/AEhY7vzMsQPmh3mUaeHxBkBPTxIjIfeGQvzziivMgVYS77h5djEyhKm6wl+yjKUubxhnSV/Ju7tvc01Xfl5+1RYAM4opDJcvcCdKwXWUbWMeSsizGQNeSv0JTGkcAmUCrEk3A3gw8v8EgkNyd/+/YMXg/jMW73nNez3Ee8ijpMA1XJA5pE5i7y3H5gXHqZZ3t+KOCuHpgNJAKAkmINEIaADSWIyQlGzGLjzFNSi7kIU98FYrKBF3VDD01KzOnPQAABUgoGz5cTpL2SSHr88cc3AIBl5CeAQzEEzLWFM9BA4cWa8rzCOLxaZavtnDpdks8LcxAqrF4txrmC9YagfFnPhDPQoGFUaV27PmuKEAtQYokOPa4gROjZzHiAQMu5RNaeICN8VPn4TMqLh7iSu8j32wrQOsY6y9/x3zyJw9bAPOe7XMMqFQitSSG1uNJ9xhgAQmtDCZhPf2Oh8pDl3BqAZxOqk/AIAZwcK6AXcLHnKC1WMAt0SB4PXu4T5vFyWZ+uSj1A0f2MB9+nj85eUEIf9o1yeuNc99pQ+gGDxld6hvCVvdzO4WC8CA0B4iEymRFmboWf8Ke9730ywv4ho4WxeRkAeXMhkda5ROZESNg1yDky0d/JG/LOuMxVztMChhhzwtE8RuSd/LRvnn8MyVByPfvGWJdN5hVgN/bIVHLXM3Xtc/MSmeVZeavNg+/OEgquAGaDicVZ9mahuFhuGANKBz5sjllCP5iGMvHdNEtbRhjCJk9Z8CSycYU+CNS2ZWlMWlwDZ4QJwU15U17G6h42IDBCWWF4Aif5JdkolK+wmE2SRFrWyxBUD1yx6pP/YRw6VwJc/kbQuD4risXES2P+CTq/S+ZLZYP5MN6+Ayn7yAY2R66HrLk1Yo0bjzh6mj95xhIgzEJ4iBcDn+GDzCEewWPmi3IEHDyfMZhLa5fPeT4K2ZrwEPpM8pt81rh496IYjDtHEpR5LG2yvoQ0kGI+XTeC3Z6gLIwhgNTfCfNNyIMxDmuWHBCKE+gyLwCd34GaIad4W+NJx32YA96qNlk3IRHkPpSgMe11B+p4De3Rvb53m/BGeTJ1qVjxVXk+D+Ih4OW0/wOSecXxr8/wFHjPZxhM5jdrih/LRFTXBjwS7iOX8C4+t7+sF/BjP/K+2OP2VfYTfgFu0tuKR/7d7373TM+fJp6A1TLJ2gLa7UR898nhlu1xmC/gLEQ+zNNItAKYLSObkKInzOXK8A5wsQ+NGVI6FNMyY+Jc9wDGkKqdJOlSSu0yUxaqME9KcAkY3gUb2zMDJd6XxOhnPFCEi8/FsvCTGxel/JcVmmRlgqbv+QOISmDHUiawtN4WrqAMAAxzDmSkz4PqpYzJ+BY5a8mml7jJg0OQUgKEL6EGeJgTz5x+K7OC0IQkgQHACJjgFYhHLr1hzCUARkABDX4XugBM3J8gxofAHdDn+yz/nIEEhEhCfe1rX9tcN8psWs8Ha0pwuy8w1W6yaKzhH2uV8mo/190FmpKIcjQ2YM28mG/7BBnrtLCfuTankzxV/s6j1Q7/4hm8znOQM3vm7Xa6KLHCKfB1Axh7imyxb8lR4XnghJL1O7554AMf2HiLeMzwEs+A71lDHhdra8/xpgAQvoNHzW0JWrtkpHukbT7vs3uQH94Hiowr4Ii8StkzXiFbyfp4eYzpOzMmSQNUQIV1IENKr9IihM/MTTvpNt7+NoBRrg6kDa00mkQVwGwpYWoK3UZgAQSZz+JGXQZR3tA0YDLt/hg6jc36cnkopSimnNXTvm67OmYaRcERFMZq8xJMfeRZCIoyvm3OKG7P4JnjXaFYKXCbtxyne7I0FjmegCDL8QfCR0nEo/xZalFsXfNOUPo+Dw3FmX4SsUJZcwSkZ6BgjLe09H2utIoAvnaCrLF0JeSWnhWCKn1kEhLyc0guFwuVkgCAeHFKYFIKP8/IYnXtVR4HMZTwmgRwvZbMES+dxE1kvoBcwJQyncTLvAHmbxIgs8Zdisx8Uyx4hdLFA7Pum2XRUONq1YSHrQfe50EFvnlWAWXzA+iZL+AvnY6TL5N2ArzgkqfJEWuas8Ls/0mAgkFAkdvHeNX65Lw617ZGXu7regobSjltLLr+komeYZ5w3FlnndUYdsYBIHm536JeS983pnYagWfsamrqWXLEyKLe/wpgdvi8oy5Ked6yyGa3EZOPMWkTA082T0IP02hZ3StZLKwdYIMiFMYqz0RqEy+QWLUxmis/vcSf0xAvXhrP7DPlRvR8wlBAxixN+LqIwCTIcgaShEzr7bq8G7wdZV5P7s9aM74AQs/MDc1tS3gALdaKZSlvp3R/ezbzY61S+ovaa0YYGt8kIZT8mnzGNSgSluCQ9uG+j8cSjiqfMUchUMyE4SaEj+Kxw3OAMtBHMZbWLr7AN9O8oJRCkjX7iDXbBXDMM08Ca9v8AXnmu80re0GbVE5tr+I9oEr4PZ2f7Qk8Zc4o3gB989iu9DGP1o788Gzmv73/0xPL9835kHDhNHIPY/Nz3orRr3/9681+xhdANMA/74GiIfLI9RjSogHha/PC89c2csw5D5b5XVTGVwCzxWTjcYNiiKFIljCzSRGmoyAWcbmn/bz45zQFsq7D9wgUApwXQugBiCFg+gCM9ylvm89mt8FzbpFnZa3ZeICFMFF7g9qYgIHvLZocnZb9LDfWUsI47pvzlORXlCCWu5pSJ6AT0uIVYTV6HuudcVGAaRhXAhO/4w1ADJ/xhMQidA3v86wIDU0Spq7fLqt0PYB3CICxdjxHnlWujrnwHOX5QsbRtljXSQk5ytkCOAFiljN3ejyVlKgKvElkzvCt7+DHdtjN8+fZ2xSvm2u4X1fIdr8RI0BVVMKZOUg1Z4zh64BilG659oL3GEEIzwGllH/2XUre/WRUAJ543Pd5IfCve1kPvGHP8uDkTKJSLpIf9m552noO/3Q/1waq/u8M64kfVMEBVLzP9iU5Nym/ahZKmbdKJGDN/MhfVFVqHtwn7SqAPnt1GUcsVACzpcRKluDIAu477bfvewTiMppN2ZwEKMacxQtkA3clHqJpXpx5CFBjCaeJ3RAC8mx4c0th2nAsi7Lsugx3UUgEHKGWCpRZqj7MB5duOUZKJy7qgCjj8ZNi022YIAJYjC9hI3kW7l1a+PFUtM8hcS3KsRSgStZ91nX9HdgrDx70HkvLaxogxWOLHFpoPt1HyTEvEiWhUVh4WKhGw8NNAS8hoIvlTWmazyRxmnc/VbdNE94So60p3uiqMjP3lJy/t40Q82TegRg8QumuuwpoXWTueL3s53e+853NvrAmDBTzi/8zz/ZGwp0+Y47NrWvgN8oZGACE7HHAR2iJt41xQWn7nrAyLym5kPn3PU0gVWXFE+1+gAkjNF66FB5Y2xyNYky8p2SjcQILn/70p5v1nZRPlp5J7kleAFfmwZ7iTTbWZRwQi+QAup/n1JtJyEoeX4DiKqgCmC0jm4TwVlbH68EqH6rwA15QBOkiYIFQSJnsEAo4ieeny5tDaOdEZp+hPCmCcpP5m+fgpvfZPiVqo6fE2PcJBBuWUJl28jbAwLOS0Jj+Bq6hbJLQIZRiKdm0LCzChOByP8m+Q4lw4kkDsnK0fdpqE6RprOU9ViHl5NmThOt3/MDyNy/mVzUXYdvu9+AahIvPuC/A5HslADBHBLHnA8rkypRhR6DVOkksnOS9Y7myHCU9LkJAGW9FFEv4zdr4/14eK2D+rD2l0waJbWqfAjwL4Xt7Xan+pGZ3fcS6Nk6eN/y5l43sNo3so/ArPmcoUOIAgbU59dRTm32S0mqhFX+zR4ADe4CslTuTQ1DxoXYJ8phQzv3iWSF3yC4hW4ZA8pHsb2vqmjwVaewJVDFIIsdyhhKydnjN+LzvmtaSR/Sud71rI9Ots71eykFyj5eWvCAjcx36IifF8+L4jDlYhmfcnOQMJrJQGN5P4zVGYet4lXyGJ2nRhPsKYNZI00okQzYDRmSBUiqYUfb8rI3nAgaWJcj1Z5GgOJQodkp30t8pZEKXu52gSV+WJH5SioCOTWFT+9nefGnbTrikTbXN796+S8gMSfYEJlzHfX2XO5Sg4Z3hCVH9wcIG5BLmML88UrNUXAAvrtdWdGU34ZDxs7wAD31iWH6ekUVVupSBGkClBDDmlzUX4Wu8LLJcDygCwHLAI6FN6JRl4OYSgDGHFEMfEDQnhCMlXiaPprJpVqvP+rU9FvjDc+xFWDLlsvaQ+c5pv6sABvY7RemelCmFJ2G/DMOZRx7YnJTcJp+lLIzPfsKn+5HIS+AFH1Oa+BeP4238Q7bYI+bQXsL7OZbCHOPdHFUB4PCS4ENekjRiA1iENsPTgAwACSi4jn0sBGx/2pNI2M8+YExl/VLC7V6uR/bhM6AjIUgyjXHkc6997Wub5+sqi/Y+DxO5wIjgDXKfgH/gCQBa1QGP5B/56TnMg31jHV7+8pcfMDrw9qJhzQpg1khx+fcRAUYJQKo2EmGdGPo87uCyx0FyCOYlm5dgnAUQ2WiUqO8CBrFkQsZE0AIIAJtNa7yEDvDms6xRgsKG8EpDJ0LGNQls3zG3BI6f7pmW6qydgKEhii/z5KfxpDqJ8mKBJ4ZNKCbfIO3eh5DQiHGVYCVJs+01BlwpLGXPrDnPDtBZ13a4yvNaG9dK3kja2AM+OUCTUCfEXcdz5HBRSXYp8/W5rJs1c82c1wIAmY948qyJ+xG25qMN5FhiXNm8J4uQ7xtL+5iHZZNnFS4wn/ZeTvBONVUfWVM5DgmVmvv0rZH7M2nf57Rt88QT5jr3v//9D5SpssLNu+v1nWlDZlAgeCiHcu41JS+EsbCuIy8ocV7i5KkBKemrwpuqr4uxMVDsi4RsvVKaD/wAG8nZ8F7OMsITZBM+8bvr2P/4Pqe32yfxOFuPHBDJEEhnYN/LHmLUGlf6J/EA2WP2pn0e3vn2+UCnq1LTdXmc3B/QaefiMX7JWQbZqhK7gRNeGHOdthgMKOBtWaexVwCzRkqiaJssdhoXYTwIHGJdNIaNaUoAE+/CPMIFGCEUZqnlJxB83qbxszzQK/0yyqoLhxfavJQ7xVg2wwpyJ1go4FghaTyXkAehkioi9+XBMA+zVAX4npAMZc9bwZo66aSTmpgvBWpssZJnrQ5gCXrmnDgMGEWQpdognXAJSh4Pn/PMsfra5YiUuyZmBDQg4ncCLVYYhex3HhSAL8cdsNS4dNMFFwiheAlkQjyWKeXJ+rcGlGyEOK+B+RDPJ6yMEQgqq87clzI1hyWgnoXwLQt4leW5xgaUUgCeXZ5DyLMav3nrEv5ArvnBt9ocUELm2ngBc55LXrquEtM8n+tG6crxscbkAaWXg+4myYN057WvAsBXRe28NevNU4BPzR2vxbqS94EHfJ/n9zuvBN42L9YXcLEuPI3W3PySK/akefQcZI/PWFuyBV/be/YP+cC49D28QaYnWdd3gA5yh8fWd6yr69gLfvquvQS0pBkoWWM/um/6qZBtbZ75+wnhSZ6lSUcG4F8gxs90A14mkQuejbwgF8gRc2BO220q5qUKYNZIbQGO2TE/YW8DEFLLLA2laMseHfMKlWz8Ltf1JKLUCAMWCEsWQ2fDcpVSnpgbaDEHKUWmtCd5NXgjzKVN6NwQ1wKOeB1Ssgv1U8Y8AMJeszy7OZPHQaABljY8xe3/xmijAgvzKGMCCMCwyb1YRhRWGXLjdk6o0RgIPgLPOFi4hIOfhK95ojxzejHhJ3EwMXRrBzS5BiHsbwQvIZyGY4QscASQUYIEGwUcjx0BzjNAqHJze+4oq4TSvAd4p+wzZAwsyQCZeeYMKDPGVeW+4BM5Ap5TxUZb+QMieIILvJ0/gLcBFOA2ApoHJCEI3zNHD3jAA5q16ko+xgftAwV9znXIg2lt+ePtQfHWDumSPQ/h0TRbdE95FXgIb8kjWWdTQQAa/2auEuIlE/AyQJju2um6G88keUH2kCeekeFivcgPBofvuDY+dg0JsUAuMITMt/vxkOH3HHKYULafvmcfUeb+jjcCBMvO4quiL33pS403V0I5Tz/Zs2yg6RlLL6nnxB9kV1llNS9VALNGijveKwms8+S2DCECBdNEYbRLBmchQtrmmjUB2OYmNPxkQdvgcW0n58KGdoghxZoNP43SW8SL14b3IW5eYwVwCCH3pPhnzVswDpY05UH4iB8bN6AEFBKU8+ZC5NwroR3XjNVtk7PmWNzmhDXPmvEZ3/HMnpHVBrj4HuuM1QY4ABMSBYGTkp98J/fjSk8+CksPIItQCV/6u3F4ftcNzwTEcglT1IR7PA6AeLrRCn885CEPad53P9f0N983b0DwLCAdsHKNZfTV6CJ8SGmZZ8/bx399TRaBD2NLjhVADkhHwVsLYEYSpjVoJzgnURtALgmfAfbA97T8IfdrA8NVeausHQ+Lcce6NnfGuE7wkhPcSz6hrPGhNTXv9k5yXQASa0fB4mvzR1YAsfjfc1HEQAaeBzqyV8gWn7N/gBr7MKXCKPsvXcUBINfKmV7ror/6q79qjBDPIhqA74XYV9lPKR7drvYT81AFMGskVhbgooKEIFRpsSrUnU6QoQhmymBW93Ja8s9KBJqqCh4CllrXs3LN+5y5mQdcUY68DzkfyVhZVDwQlMa8nVoBIRvdBk+IhbBKi3geoHlbpRsfoGD988wEacq0E6YgWErhQmgCTjw4wkLGkETF9KPocwubJ2CHosGDBLb7uD8+Ca/gD9cEHCjRECHvPq5PwPtpHoAmcw3kZX3dxzxRcAQYcCr3B4BJT6KhxAsByC1CFCxL2pryoJRlqJ4BD047bDLltm3iiTKH4TM8E2+jjq5RZuVhdiXxdDE0krOQqkNKU07DkORn12gnR666UishYOEZQKsvPLZXJJyZviuAC2+i/cGIYRQkMddeTn+XnIBurqwNBW8PMYDwOr7IAY5kVLm37BOAyLUD/nMadShelVly5FZNn/zkJxt5zOPE+8/gsIarorL6aBm6rgKYNZLN0+7yuCoqS6jL+88DRiieeeOlaQLFIm27zwkcQhDQWMSVmXNNEKARYToreKHkbGrK3aZjaXbNlevrfEtpU4p9oYFJAMZ8pjtwvBxDkus8EwDis4CMeeUJSZfLdvt/640XCHBeGgo3PVWsCyGegxz9HfgAzCh0XgFjtEbi+kAX4GR+UrZr3nmmuONZmDlfyfPkjCoKhXdj1uROoAmISkOseci8qPqiqCgn81U2gouHKH1b+vaGOXOt9mcADAAue818eW6fS0l/eahgm8ytdRQ2NG/Gajw8CUPKqa2fec0J5ntBno/Xk0XtuXOy8zrJuuYoADyp4gYATBg0OYBdBRFlgql9gGeth4MY7Q17ojyIMN8BjnK0S7yUs55Ev1d0i1vcopE55sg+IBP8f5ZeWfMQnu7K+5yXKoDZJ9RunR8rYVIYyN+5Tikk36fEKWfuz0UEVJ/rkMJdJfqfleLeJYTS1bSLCAKeGRUOhCFlPwuAMac2NeFIAaWiyv2FWJLYnDOQkhBHmfsMBUJgUh5JjGYtsgDbLmqKmWvddXgQKFuCVviSsPYdwpjQjodHaC/ucu+7D2FHIedQwrjn/Q7gUhrATVz0afpl3OkKPGsJpZDLtP4904gnw/jlGRHaqiSMJR4KIE4ug/fkqQBL3jMPbUVnbtvdRM2l/BmeRu8DfTxP8kQowAA2Y6A42iQcZ/78jSdFqMNem5SM2aYA0vLMsVUl0ZIPwHvJ8+aKV0PeyLpCJMZAZtlHAB0+5D3BlzFkjDcHxprjeNVOPvnkZk/7PWFU+z8NLfGtcBGQmNAxOQogWefkOfGeAaPu5772jO+XeTnroi984QsN6OTNtA/wG5mxaM+maZRycry9jEqkCmC2gOYJ87SJpZ3kUJSEzr4qJEicO5Gio8BswrTRT/x/1ymdVD0/IUZYmQ9CqC2YWccsecJvVq+a77p+Qj88H+XGBlzkDrHOCUKWHlDpfaDA+KKAvQ9IGR8wmAqR5OwAEwQ5UCaMked0Dcq27dZ13fBfAG1CHwEwPGYUFqFvfrjeCUhuewI8idnCP8BYKpAAnlnInJijeYmL330pmiS28qqZD0on+wBoNLeUEdAkUZtC8lze97nkILVbEZgDz5rePgChe5SVWOYNYCz3Y/vgUeTwvlnzSAIsMy6AtWx5v0wiI4DUHOOQEKp54vHI4YTrIHMtnIPngQ9eSf8HwHOGGMKD9oZ9DsQYs+/6DL7Gz172CPBt/e0n4Ei41Bplr/q+7wiP4i38b2/nRHX3cH88mBJtYHkdTQbPPvvsBlDjQ52t7dF5TrWflayBfKxaRr2jlI6JafgWoGFDEGY2F+Q/C4DwfZumrZz6+sBQpiopxO55FkohOosluO1EsLzsZS9rrIWcuE05pAGhNYgnK83uVI7NGqoiYKclbgMSXe248UPJCyn5BWLEtim0AFXghbA+44wzGmEFxBDM4Ys0CvQqq2ASalRpAQgnMRJPuYZ5Mn5/4xUSUjMn7g0YGIs8mZe85CXNXPqMZlyzWufAT45TmJWE2QASjbuizHPatrnwt/T1IVgpHhVI9h1FaP0Je3NjnigA894GBq6lqkOrd3PmvgCtdUEJR3ivq1FheIeQn6dCC2BM7gdalqLoklPmhZelXU3iWa27NW/ngewVmVueLHvWGAP6gcZUAgHS8TArnkg3XgS4Gr+waDr04gHXkcPl+3jEPPgJHFs7vCm8ZN3j4TYfWf+S7J919cdBwJixyxdi7ExqMroMAtpyjtyyAHUFMBtEhKNurwRpWkPn/BRZ2xafAiKkZumgyAIY0rQuLfMpCvkcFNM6Kwk2gQCVsqyZEDMnhJ35ymngqxZEXU3h+ogSJWStZZolEqS8CLwsUWglaPI5lqPPdoX4PDdlRNCFl8xHcgQoAwCGAAeKWLg8F4jAovBZoHiYZTr0RPK2d2Mez1+8KMbalQTLQwLA2GOlV8Sauh9lGO+SvZRy977x4BlWrfmg4HhkACHzxsLn4XHNNs/4O0Wob4n55AHt8tJMIvdadR5DWSXXlZfjuYxbuXt6gOw1WWfGBM+lMCFlDcjgfZ4U4wYgzDHKc6S3Eo+k0B9wBgThDWFeIRYAES/zNMUbaX8kid76D6mwmfdE6WXSJz7xiWad7EXPtQxv/yTezNEvizRRLakCmA0h1vGJJ57YuCC7rHFCFoOxYFkFZa+HacQaKNu5h8rTqIEWjMylyhpZp2WwqUT4leWomxxGYw3OAnJZq4jgLnsFtQ94LHN7fIegdpYMjw0vEaWOdwgq9wdYTjnllKa8XXMz73fx4hBy7Vk7+AIR+J+C4k3s2jPGC5jpdkthtb2M/p4Ti1G7g3QX5UyYoURxSP6UfIrH5AnIpZmVKIYS6CZ8uGzikSA3KO6uEm3KHM+sM5nXWgthAdVyn4AV85PcFjzLWwY0mjMABeABSgDQhAs9g++rPvKs+D7HcLiOzzE+AZ140HinAEnXBVTm5fm9oM9+9rPNPjFfvKPtHkTLIHMG8KoQRemevqiB/J89y5dIT3/60xvXtY1ogfX0aMdBLehP/uRPNkrTIlPcbZROiIoxekjXeeITn7jWmvlVE2uZW3lSKAGDcc+zILpKMLsoXU+7qDxU0eeAF+GpCl72F3HtAhd4q6/yiWIvlZH9TTniSQKQ8M7BcSH71fUAB653vDbJO0DIlZ2Y28TqnQXAAE9AuURF1vi0smjKTE5HcoP6aJIcSsiJ8jZHQ/cpBWj+eGZSLj9PyT+FWq7BsizdNll7/NBVSp6cEnJ+E7wM1p33JSdOA928XDxqlCqeSujQOuSZfJ7u0YWbRzpnCZljcpqsTGsBnhmvHAvAY+NzOTJADsym0uUvf/lmzYDRedtMTCJzag6F1uL99XPo3thTDwwlDJwAMTb6//f//X9N7JyQ8yDo8Y9/fCMsXv3qVzeuyMc85jGjE044oWGqPBzwwp1H+ED7rDyT/Cu/8iujXSOCzsbqsny7QAcL0SYZElKwDhB1V1+GZOAjXp10kay0fyinXqu2IVD6LOa2gQFoJJkZKPH7K17xik6vFKWMx5V097mn5cm4DssW4OnqlQEUCD8NIbLmqKOOau45tO8G4c1CFEpjtc/jSpcn4zncn+JinVN+QKK9iChIeUplWwOKnpxbpOEcmUBplrk1OUtsFjI+cmFe6xgY5smQLL0JxhC+1muLF9sc5/yynKeWnBiGNsDN0wa8+BtPWFo/hLwH9FhjwCR9bwLW8JHr4HkvemsVwGBZ+58ONkbe/3l7WU2iVJeuwhu3dAAj8a2kF73oRQ2KpRy5SDHHC17wguZUStYOeuELX9i47+R9SHAjwAAeE4pB1Kw/7WlPG/3sz/7s6KlPfWpnMuM2E+FNgQzd7LEChpBN1edCJtjMZTpEtvvEVNp9SiUR4JCD6oYSi83n8ZG9OymkJonR9bsaqlEWlL0kX57IrjwVYaB04R0ilOU9AF0U1Sx8nZ43xkEGDem9EmKEsOgdI2AugCeWJ2ucDLRvk5MEjJWhqlSVBTTZs16zJOFSqoBX6Wny/2khJDLW+rPEjc/9jN97PBfmoM97lWaR5RjNQfr8bAIBJ+a69G4br1A5YIMngS7GMuCRs4e8gJc8Dz4H7vChEmkhKV4XHu6U+Kf1AN21SXTYYYc1z2NN7Av7iNFhzfGmuVjVoY7JIysJn/E4LsojK8+BiTAyUQiQ8UA2doh7WeUNqwSA8VOzoNLtxpr6iZ/4iSbMgdnaREiVgmrdjZSGEuYh3GeJO7IAWHrTmskR5KzBvtp+TGwuKSEWxLp7E1Raj3DHgwR1u+ndJMJ7eItA52HoqrIoiXdRaS0Bz+Iru98CL+5PoFE0XSCKNWxPT/Om4HmyRcjLZ+fpCCsBVVt1yk0/l6GgjpKgFBK24Z0yNw996EMbzwogkGq1aV4RzwvoMN6GekYBqK6Tqac19QNAhEO8ALg8Lw8DuSyZldKj4CMjUrFG+ZfgxRjIFcBnU4he4GEGuPOM1gngA0bIU+Dm0Y9+dANCzItnE/KwhuYUoHWd9FtiZAOmvFTWmA4DZKwXz9Ms67AXdIMb3KAZt/418nu0DgAi8Kzx7nWob94Q6cpzYErC7I973OOaDWDiEAHF6muXbAErsUj8bMcM83tfGa/cG4Ixr768j00jgmrWstBYctOIV6XrvJYQIW8z5wj5SvuLAJec+9M+e2caxcMgL2AaeEGEJwAiXEWYRtnl8Dx8SEn27QVK0TWm5cHJo7GnuKxZffO0KyfM9TZhSQP4s+SR+A6lUF5L/g0CYgA/wKqdZyOJshToZJixDwkrI2vIqBnirQE606gPAKHA3IcyLmUFJWwOHXFh3jUrLAkIs4Zt2WSdyJ5N4vOcHM2rZI7wLtCSwyd5WfAesCgawBsBjIgS+L75xVvp30KfMTrT4NKc+j/jW94nHsfXPGu+Y7152pMsvyils/NQMv4cpCsvzHc9q5/ryFPKiesLX2e0QpILg1FUIKyaTj/99AOVAl6zdvlcFwERGH0IsXjFlm2QIWebsESTkEYIE8bKtNPESQ4D5iW4eL50Zty18FylfkpOyV5Zi2QBIcrip+TxI35jCfvbpANC8fGkEBX+pmBZygDDogn/Oe2aJ5giG0o8S21AZ4+z2HlgKDl/L3MNgAD3KKuWKFufLz1Vkwhg8MzTDBGe8JNOOulAVU1XOXdfWTQjclqCM8teuf2mhI9i9PLECdNT5AxqACO5h+YZePGc5o+Xxnd4aXjg5Gb6DPApVMq7BKgIMZpzoM0aWwM/Nbfz/H4HFJXo89AA1XjfWhuD/TdJwSdntIvsmRt1tOTP8RZtveH+9phQER7gTaMHVnXI5zRKF+tFaWUhJIm5BIkJKxU0l10OtCq9MKwvf8tn2uedJIkwn2kTlLtIl851EUYf2reB9crKEhKaxniYwwbKOS8EO8uUwpBMSKBm87GYKDGC1fwOtfoqbS8BD4RavAN7QTwwrFagAM9T0gANAD0k0XaSJ4Q7n0LgSVqW8jQmcsh4hRaGhJIAlDSfjOXebvRmv5XAhAeAfCu9Ra7jmYaW37ofo22SXLD3edzMN5AxxHMWIiskwQo59TVmS05FV4O+tlLdy3C1501IyzwBKRowxuMkhGnuvOd34BKf+hnvimejx3gcu/KigM8AEutb5tv4PmDHSATCAeMc8FlSwovpVp3jDNyvnG97R2HMW9/61guMAzC1zsZpjV1P+oVwGD50D4DMOrr+Ogo3AhyXkTC8dACDAX7qp36qyeYXG+QxKMmmtKm1MVY+jSRIUZoWGfn5y7/8yw0TxVtgAbj/JEvtEgElQwSjeWABmdchwj5JgpQG4WETiX1i7mOPPfZA7Ne1UvmRdu8VwOw2AbaEtnUmUPfShWyvS4B0/5e+9KXNfgZkprVTZ40GfOesGcSild8gf4ZAX4ZVF+LiziGZeoVMa05mHmOUsfABREYDOcjC7+uO67kom9LDRAnOYpDpGaOxWjtkloNBY/lTnEDePGueBok8teYaACiBiGenOJPPl3O9hE1y4GjI9/wOcO1l8QBggffMh7EBC2Ql2WfcwBde4oXBZwABngIgeCv7ZK/n6TtZPd185W92gWvrn3PUzCFPCXBhb/AElgA4CepCX19p9RnCLwCk/ktkPLmObwNeEF3g+6IiQ042XwWZ82mdx9cGYISNVBhRlpBWclZYGZCvn494xCNGT3jCE5rJNskATxAqgi4t3kMe8pDRM5/5zOYaP//zP99cexu9LJOIS7Z9smkXpZrA5hoCYHhckk8A/MRqSCVIFAYhgqFikbAyYh1X2k2iTIQE8NLQarZlUXKy0sXW/p9WJUOBAO9AC0FMPhDgFAxlxB3vedI/Zdkk/CBsa+/ESu8iiphny/4EFsxtjlKgMAEMyoqRUCZMU/Bdp0enY+k0A8f+tZa83ZPIXjc/iwBW15CIzYIvj8AwzrRi8Iyen/EKsPo84FTKlBwYKrGbIgUchpa7L0p4SG4LrzMQQN75ST/xcPO68Q4ALDmxetZycHPBc2c+gFh8gw9yynvKl3PEB1ltnoT4gal4ccpIhLwbc0oHtoHQNa5xjSZUxVOYfB/XEbYq0ymsP32zziIX87GsM7KWDmB+7/d+r/nZ7iKpVFo2PvqN3/iNhjF4YCwUF9fv/u7vHsTcXNuqjgAb1tdpp502+sVf/MXRrpGNwVJJMlUEsM2UowRygiqmw8CThCiyKXJqNOsCY5cgyd8BRK5EmzdWY9z7vlMBzG6StRe2IegkLi6jmdQsFI+PfY8HufbxKqHs964+L2L9xi3nABjH+xQf/gXUKdVVVr0YL3CQDth9npiEB7j/kwBrr9pTSm4JbuMH3mJQTOq54j3KbVqOkuvK1ZhU8m3+GIzGsyhRip7JvMTb4hnIDCCP4QmslQcdlkSmJUTi5f9AKYVtTVfdO4bXx7zniBUKn5GcHjHl/ecNdfFEuR7gax0pbC1GUr7supHjydfi7SHnpQhYc+uF5wB8sp/X3Fw5agYIutCFLnSgpBtfkfF4EM/kXq7TPh5gXXkvoWUeV7CSENI0orCf/exnN68+kvzUFePbNcLYkLIFNS9RKCyAWF859AvTsjyHJN35Pus2Z8CUApLAZ/1gehZj4uwECAHEQvd3Gyx9HgjJ5CDYZF1CNWWGlTaXrKH1s07yo1bhsZhGFAcPRJQpAe0Ub3zGDY9XCWr8yHghkCkDljN+BCD0lPIZuSQSKlfJdzkWQAgAcOo7SsAYAAn7KlUp3qPkPRdlZJ+XFV88nu0cmVn7PaU1fh8ZK1ngM8swTPCPJNCSPKd1TfNAQLSLt/Af2W4uyAvryktlDnjSrOuqjzJx7b04JZuMFI0oz/0yJ30tMxgV5kb5Pr72f2SegFP7wnzx2CU359a3vnUTMnIvIBAgTDK35/QZ9+vy8K2LhngVB19rvKMaB2LlotsPRMATCIQ9MILJhe94awgbv5duY4JMxUZafZdWGeuAEAloYVmlkVUYr6s5VqqZWJ0Et+9yx8raJ4iNsXR7tsu7u5ja5jNWz2IclEg2bldVyqSS8Ur/SdaFB4YAX1eb9zYAwKd4Dl9RXoQwj4XP8cpYc7kXAQQlLeM8lVlIToGwFaCyjLOwhM0Bsq6ERp4n3in7dxLxQk3KazGH5oilPsQAmofsX8qU4rTP+zomGwMeFPKI4i2vIbRjn1Pm+5GSyGuO0s0XyKXLyHbyWVjJfvnGN77RyG6GLdlv/ct9lVLrTTMseZqGglTeMeC7j+phjltMBLwwgBARgYG5CXsCjxApM+9LAijSULBNhMeb3vSmC/R3CLmW+7TLrX1ePo8jIGwoioXC4UL1O4vCxrTpXANAitUYRs75GD5jI7KwUxbod0IeQ3tu79uw/kYhc7dy25bPZA4I9tqg7/8RUMmFLEcBuNxrsvalkPU7sCLHBd+WRxYIQ1Bkxx9/fO+J33t9Wro9BWjhawn1feXaaTNP8dgHXScypyKmC7zk1Pl4n/pICIHHNAo/JbO+zzMVMk7777jjjmv297I9b0AUr63cx0nAzp4kJ3gF7FkAxhzZ02QPOYE35YSsK8l0nZRGeQhQxhuMDfOk4APPmOuUId/g/LXv8qzZM5twFlVJaaGwLEBVAcyWUhiZBSfeyW3bRqoYBcBh7VAGpadlkpCxOSa5mvvKVAEI95O3xGXJ2oonzKYEmrri9JiawA9wyYFq4tK+S5DloDXu5rYCtIkpFZ8vFZrrVvBywbVjkVurvSbKmAejBE45uZq7HG9Y2ySBCrtY13V0Cp1E9hHgwdWvwqgtjFmY+A6vyolRtcPAkMNTEoWfRmdRWkAGAAKUs7gneSLwt3wTQCV8Tyb4LsXHs+N9e9ncuw9QlEMGl0n2u2TRaV4pIEUFasZv/wI0lLO+NAAMWSZhNWfj7TeyZuR1mzapu/G8ZN/0VWvNQ3tbglBpaUTBAyaswFQ0cC2mpwzF79BMwkq8Osm5q9548gRYDEmOQ4AVQc4iVUbPsiiJMAV0AkxYG77Lck1IipLjOWhbvJQHheJvbWt8Hfkdm0x4gdIEBPciB6BLeHV5TPQXef7zn3/AY8Cbhx+SNAt0LSNcs0wCLCjgdBgPAdPc/5QvngfKADCgsZ2nYg/zNJQ8jZ/tXfsa4J/EwzyhsdAzb4Dei1/84gZMpBGa/8ubcHiucS3SDdY1eX3a5erWa9b2C56Nl5Wh4//ALW8TrykPUo6fqbQ79PWvf70CmEr/6SUhHAnGHJvA8sqRC6yaxLtZPdD7XrT3dj8WNoHEqk5Yi5BSmebFa2SslfaWKFwJpuuqMKPY270rSgUY7xywQpEJMwiP8mAkCXVTKEnQwEY5LvuO56P0/HluIMzPkqxF2R8G+VyOWJhE7gngKfGWJ2NteV8Aefc2h7lfKl18BtgXRpyHeG+0oQfaJNzOSp4pHWYTguZxArpSMh5gxCgb2qG80v6lGkLaUrLhhY6Ea2KdSn5MsyhZ/TwdgAvXMRetRMi9IMINkKKAgJk0AxPiSZhAR1CWIUXFgtykJLNdJfNuTdYVjgG0+w4WDVFiAK7QEd6Q1AkEI8rP3/ELrxzwDpQDRRS5MAwrfhJQBxAozST4m4vyAMNU7PlpvowjVVuUbnKvgA4AwTMlVJmchXZ4jicGYPfZsgLFvpT/wwOVBnQa9bmHZ550wCtA535CU+mnY8+lFwwgwGhIXphn8Mz2oudKX52hZN49vzEbazscNoR4ga2Z+ecVJpu8XAtoA1QDBq1p27tVqVKbKoDZYiI0xUqBg7QwjyAk/OSjqDYSOiJE9+rMmzSI8kqjq/R8QMIYYt0EIquRoiL4uxo0VVpuCIcyizW+lyE2oAJvTuu6SsHx3IVvKDdnekkET4v+dE/ltRFiFLbhVfB8eGqSpyY9aMpusXLFUrJsnPjUnkKuJyzrbzmrKe0OfFYljffcWzsEeRxt8j0AizdJeCRgSd6IsmNN4QIq3cdLlcmZZ57ZmyTs2ZPYCZgAKwyUfB6wkfzMYyI0l8MHEY8N4CRMazy+M+3sKGvC6FAWrDpqyOGvgFiMK2PkneK1ss9VLNn3DBpgCy8KtQUoZQ2X2TNklQRA4qPIuEp7QxXAbDmVLccJ1LKiQQw9Ltm9tLoJa6WxLC1CSzKicXiPYmD9sXIpAQKUZcatTIhSSGkoVWm5ROnwzKUD6F5Qqs3cc5JHoVQEcimAFDwgHOP/fVVzqO88lzzjEF4KcFClA7AACL7Hc8KLmNBMHwEI8mLsx64+MbyNknPLM2DcQ5jXd5IvRnmn22qAphcw4HkS/jMWFT8MFHtH48/yvBz34N1IUrB9la7oGqEhoE8fqLQlaBNQkbG6ju8ZszEIf1kX4Mx77RYG/s5QMQbXtsflPnhOsggI4j2m8Bla8cxm3dzPeDcBvMg1BBZjXFlDa1aCcfMAFDLMajuHvaPaB2bLiXDTwIhrXuWGDbSOBM32mLj+CV0bm6DTvZPgYk1TohL0JPwCN4QkIUcwEGp+siD7GnxVmn9dhPdseVb5oic2DyFhE2tLmQEa0zwwPHL4WIghFTiUHeUcBTyE5Iew8n0HIOGpnLYv8CZ+pajT7wigkniOuiqOMq8qkoAE4xQGwttRxJQzxc1bwkofcoBeTo/3/fTxIM/sKV6fvTg/yHPF09LuMZIW+IBW+jSVgNEzA1b2snlMVVaIB41XJ0ndfscnuQYwybjZhI7gAKVX5jydhIXnPH/An7Wy/uVzeD7HXPStFwOvS0+Z65x2PWSdLn3pSzf3yOetQTysXV6sAPZ8FmXMvjcrLEhFWdkSIzlPuXbynIxlKDCtfWB2gCadx4ERCBAgxmJvAmhLEqF4POFlbPIa0udBFYNkQsI4FUk2v+fI+TEUgoqJerDk8ihHU1BGAOQQj8iiRDHlHLQhSpfypwTKcnveC8B2KIDBV0JRQjCeldfv1FNPbTx7fWfA+A4lnBLfeKl8niKVn0FJdIU4CWshWnwt9ENpe09oy5gJYPlqgFhXa/e+eTBu3yuVgVCRHjQqilyDAnVfL3uO93NZ/VPctw9A4CXP4tV3hEFfwjbqO9F6E0midc6VK/klxzwENMiJssbl2lqfHFLcRUBeDL2Edc05Hkr7Ce8n/O+eZY+u8Xjc3M+98WpSCAIU0lcLDwfQAF8AWQlckkDtM66Rfl3es4fsDaFHexE/tz24PGxkCh7F82k4mnv4iZ9VwJE7XUdaJCViFnBeAcyGE2YjPDFPToBlEdoYGMXGUj6NUdd9xkW7twemZn28+93vPtDAzM+c/VS6rW0M79///vdvLF2M7ERVuRB74SnYL8TqzflDe0E8EY985CMbD9w0sv5CCjwvZS5Bztgp+6VMA032QsKmQDOB2W6+WFLCU7yFKuXcL0noqYqaRPgUiLAfWc72KU8L8O6avCkE+JDQnecUZuUxMieuFYsaQHE9LwDBfgFYeGABLOfLATc1l2y1hCfaQFGCdDtJvfQ8TCK8mUae1pFX2j3yfkri8UI7HWB8foJ5+zBTwMjvbbBM1pYHPCKymF7BbwBK2lPYS0J8ZDADE48DSoAKnjYuPO96ZL6f/m487VCaa+c5ushnZ22XUAHMhhNkTWhbeHFlghlzQOLc7ZglZxltEnGn3+9+92t+lsnDOaepq/so4r7njbERbKB73/veTbIjwV1pcQJc+tq8r4II0Fe+8pWDXNK8dMbWtdb4HP+3BW8XURYEL4uQd0D4ikem7xDGEMDA82cM9lZCPYC4a8S67SJ7tOx8iwhjRgehj3Im0jTvi78DIEJpLNbkkgBG5hF4oSwAGD+Tm2Jtzd1eJetXmk6lB2ISBZgDCiVIj0KflsN4bgdvzgIG3De5USXxkvUZxuRyPD3t5+saT46uWSZtTmOFSp2EQSToEb5x+UPpvC6qDriU10mUBFd5Sl1LEiOetd8LASwunP/n5OxJ1nOl4bRXnpf2PaeFNXgdWIxtV32IEE1l0DSi/LnIeSO49O94xzuO3vKWt0ytEGFVGgf+kyDL6yIxkwVq/82Td0Kwu44XQD4k9k/x8ELxHAFi5q60ZikHz5KwUglY+gyDSpWWTXh5nnyZZVIFMFtA0HGZ0EagEVzc1mLvAMS6mnw5+4iFylVO2JfxWRYtb8osVLphKSIJizkSodLukqRb/NKn4CnpSe7nkrjZWZOaoQEk8lqm9RriQse/wNY73/nOxqNhLO7Jy5EGkXtFEn7TkdgeL8OtrNiUfpMB9p5Qs9CDn5uQB1ep0l5QDSFtOJW9FEKEmjgl9zjh6v9c3tx9ic3y1uwFMqZY5FW4l58UhnyHHL4oB2JWKuO4lBGrXCiN54kg34sKjL2itH+fRDkbyhxTXCnpnKePy6Za6AmP9hF+ap+APolmrcSTaMnjIeRZkhwY1Uk8jfZZXxLwMskeci95YDyPQmuAVRIfeYgAF/udGz+eTqXc8se2JTm2UqVFqQKYDSe5LtNO3CXAKDVCj4IizAAallvI38Xflw1qeIYI1Oc+97kHLMeTTjqpSdxdViye+/4+97nP6AEPeEADZtZxivIqiNdMEqZ1oZx42LpACfDCQyFkALhQ9qztAFW5EEPi3TmFfBN53PgnATnKuX3w4TIJIJBzIlwp5yRkvs2/sM1eeTnlzAC2Kb9OWM3eBbTSoyaU7r/rOKCzUqV1UgUwG0xJkJpGhBkBnO6lEh1ZkmXeyKpilRKI3U85tIoj3hdCV0Mwf+OBaZdisqR5FXxuyJgAuDPOOKPJetdUiqtfToH3CXteqLj8t4koZHk+wItn42WQQNoGfuapDTzwBq+AeZcHNRTUbeIBl3oGyfmYxAtyPgDzVTXgs3cAcXzJy4XwbcCMBN29yh+yn3gclUvrhwPIAHg8McJDCR1VqrTfqQKYDSaKft4S4kmVPssmDefKHh3ABK8Ai1pYqZ08qVxPbgzLW7LkUKVKufPGyEeQNOywtxxgSbER8gmhuT9LHchJC3rK3ucpI1a17xt3PBt7Xa6dsInxcv3PQjmkE9gB6LaVgGxAYVrTQmER/JJcmWWfTm2vyH0pARIvl/GZ42VVT9gP9rXnTY+PtnGBX3lT5LbhWT10PL89Yy/h3x3tP1qp0kxUAUylhYkHQQOvnMfEUhUWIZgf9KAHNX9PsysKghfFmTGAzKweAddPVQfi9YkwF16gcITShByAF0ovfRiAHmPjseDxYM1SCBSV8ZQWNmXhYEDjM3ZAY1rogkeEFU/h8QxpEz/p+Yxz0W7DFCtr3TNljss2557fGNadN0RRmxM8UipfynxaiBSlN4afQMCqwiXl2Ib2UjEeodOE6ACyshNqCA/iS3ySLq7ASc4q423J/YHaV7ziFQfyYTy7edpED1qlSuuiCmAqLUwqh4RCeDe4vylVyYVyBn7nd37noMRH57IQ3tq8L6O3S6lworgpntLrYxw8LpRowIkuwRQ/hUiJ8uKUibEAGQ8Ha19uhO8AS32Wv+eSd8STAsRQSs6akSPUR5RTxrQIOSBPuXBK2YE7QAGocXTAm970prUDGPPhcEGhQMmyJU2rmgF4hU90ZbauOftrEwhfAMPGBmjwhuERYCXt1fEez6FQp/CU9RHiBZhV1znk0Wf9rdwreHsVvTMqVdoVqgBmC4k7WZ+LTWpgZyw651LglEzOu2i3fxe2UeIahbQXVJ7SjRJaM07gBogBQOQcAFWqPygdigY4U47r1GDP2NeRlZLlAUlogCKbVjUDIC2jvw3gpS9QSB6H8nZK8bWvfW2vAqRcATeKddUhCfMIzJX9YNxfhc+HPvShid8VNlIKDaTNkgMjERZwwoPLfL7yJO8c4ti3F60v3tAgz1rguXT3DS9aH/y2Cef+VFoukS+aEZZl8AyNeKoZUXhEk8JaPTY7VQCzhUTgUbiEX9eZEusgiomlL+zCnQ7IdLm7KW0ejUnnpOwlESSsXgCAh0WzNJ4T7+upkdDRNCtY/gzPkmcWKvF5wGcdxOvCAzYNIPJ8ABA65eaYh1UBmRz2VwJJ4S1KexIvJJGdAqAIvABDng85UV1hGqBMaEYDO0oi98STbU+UHBOeDyBn2unHPCx6HgkZ8agIk7oPJdQHYNwbXwCVQkeonGOAWN8jZx8BW6vcF/FCrtsbt9+ofXAiA8nveJgnjgHluBhAvp79NhtVALOFREgTnJtWiUBZCM0ID8lvKb0CIV4Kgn8TrU3KizfCK67/8owOIRl/61JyFA/LimAC5qa1nl8VAQXWYYggpLgpVh1reZ4oYcBLDs+ygUza+peeOACji0f6QBlFf5Ob3KTxcvlpfcrqK2umqRswBoz4nHsCHNbjyCOPbMr7A0YlyQLcDg3lMQM0+hreAXs8jPg755HhBcpIaTNAYzyZ/xJYRVn1tRXAOzlQbxXEW2u+PDcAo4N3Xyg0ynZIQrvPAaY5LXsZlO7Cu5Lr0z6Fu6Tk3JGFb3zjGxueqgBmNqoAZguJwKBsNrUpGcv4oQ99aKNE2htyk8Jek6g8WCwhGiGME044oXkGllMO2UPpv8Oa0reDF4dFvRcnPrfHLaQxhIQzXvKSlzS9T4Q45KbwjgGYyxakwF2Z+0JBSpw2t5NOZwbUKV7f9Wx4iteRZwyoKb1GgLM1AXS873MUoXOE5CcBTfks8Aa8yB8Ccli/wpp9vZJ4anhw5Hj5vOdxD7xgjD/+4z/e3EuoDCgElBCPnufzE1/0KWfKbBVN8gAqPZTMibmWn8VD2m4wCYiYPzzveQA2YbuuBGsgyFzK3/E539Uxu+u4COEzHjGeJvefdKSEebMmPJ+AobBKl7fIvCdhf9qc+axntn728KZ4ftuEP2oIaXaqAGYLibBnRW0qEdDi/fe6172akk9CizdiE70uQ5+HNe/FyuZNYNECK4QyZUohEkIEqxdA005W3QuaBdTiIwpKqEsiKuUBuCy7RBkBc+mOm6Tqww8//MA5P8J3XR4r4RnzaE4pOCEk4/XZlMcDHK4JVLzrXe9qvhcQkr9ThD6T95Wwu657Jx/BZyYBKeuNrLl+RxSja3iueO1ygjBeSH8mBNhQ4pR+GyD5PZ2Gl+21ww/ubZ1znhRL35hLLwswKERmPQBgJ3LzLAExJQEXko6BMdf13DxLRx99dHMKdubP+gpz4ykVVubOPeRBASdtkAVAAxkAIYAETBmPSr6S8MFd73rXA8cpWDcypstjZD30GCJ3zO0RRxwxes1rXrOR/aL6zgCbly584Qs3PD7tFPVldYdfF1UAs8FEYG/rybKUPmtZMikvBCEWpcH646GgiDxf15Hvm0oEpefxIiQoBNYoYcq687xCETw009zqhPxe957pImOgOFjTxkQB+38qZhZ15xN4QJ81xwep/uKBmSYIzS+FB0AI4eU06jK8h/APAFKOVYJtulRbG3/L3ylCSb4B1WVibhdRsgEwuV/yGvy/DI8hyr1rHvrWe8iREvMSXrWOySXimSqfHVlz79ufAQW8J6WyIo+AgFe96lUX8MwAZq6Z91XxmXegxjWsnTEkD6gkgMR+4eFyL2MUCgRg2gQUuYaQnbUFaOVxAa7t9ZP87VrWxloJJeInoGtXyXMmVwsg5FEUZu0DePakdfJ54dEuvkXmjUzg8cIDr3/96yfyqz1uj007QFW+oGsCrIyYIS0VSqoAZoNJ7HoZpcZ7TfIN5DcQMKw5m0rlUVriP/CBD2yEmrwDG4ZnI4xO2A7tv7EpIC2VVp6Pu1wYhuWZnBobnXBv5wpMCp3sFRlXci8oaNa15+E58AzAphyReckz8sT5mZwTyobQGmLFRbH7PAUaJUVxTesuTQFTyngOyASY833KlID1O/Dis5MATEqeKU7jBu5m9SgCCX0eFp4PCqINhBYlPMkLk1ALz1G6PpdkzwGxCdkAfBRge40SOi3JXFBE4WX7mrEC6HjPNdyfUmuHfPCc9S3PwTJHmgre5ja3ucDzmCOfNY5cmycsR2uU5Fl8FgBOLtS6Dr3dK7r0pS/dVEwKieJxni3r2tVvyhrxJPOKkbv2KaOiy3Ns7RgE5t2cCqW/7nWv6wQxORjV2ri+vYPvuvYqHYd3rAu9IPRaHoEzjSqA2WCaZhVuImFeruegecoDoJEfAqRgZgqTZWBTUQreYwF4Xpau9wmdRZu87TVRCp7Ri+L1zJRFSqU9J3BAWVAChCprcpEW9QSL8EzbLT+EKHCWD2Bg7il4Y6PwrJFcCeMjZOZxccdLQkBF2efAT/kmlBRFSZC2y+1DxmVezScrnrA1NuMmFCcRhaa6B49RnL4fC5OS9Hw+k3LWSeE3IRfWKmCeHIxZw7jWnCepi0qPzjKJ/ACq5TnJKbG/jL1L8ZT370ooxmddAMvcsfJzTT8ZLCU4t4ZdgDVN/NoE7PZ5SjQLzLWNh8LtA5NRmu6/H/rpXPSiF21ABhlE7miO2MdzOS/P530vvNIFYIBUMj1r4jM8MW95y1su8FnGBaDJ8AmI4jlrH5Tqnva+a1gne5wHO3tyCO02HN1AWlWlwaYQAU9QYnQbguCXVxHBj2El+fLMYGhuQ4pFCbZMfEydOP3DH/7wRpBtIxGWvGdc8RIoJRACZKwYm9RZUTY3kONZbV45AqmuGUo2O69G+IpymtYYLkQAEWI5QRxYIXxY3n6mrHiWU6BLAh4kkFpvVTiAEIBEaRGG1v3BD35wAzD6iFL1bCw6rm6C0P+911amxgkwhygtgMk6eJayqSBl6u+en/clruw+IlBZqebImvk5ax6AMdsTAONekfVLVZycI6GdLq+usVmvkPVqezS6yuy9Zz1LHgE6215U4K3rwM54J9trbo77Ev7LUF48nV2GnpyoJMa6fx9I3iU6rwDCQLr57TOCzWM839aGzO7yEKbqtSxI4IXx3TTPbOdJMUzIN/wC3HqvDdBdl0Hhnu5vf9uj1nQoVQCzh2QRKfBdJYoQgm/Hrgl/jExBe/G+BOUnCdBmMjc5F+itb31rA35Y6qWAw/R+d59ZFP26hQrr3pgTNhKioTwRRS4PAHiRPMlioYhZUHnGJOW1G9/Z+ARLDiCkiF0PuRevQeYqL54H4MVcApDeM+88Iqpy3IMCoZiAIcBjHgLekszM3UzoAa7CVBSkZ+QyBur69gXFIx+CVw+oMhbPq+qlnR/ms54L6JW8KQQRz0BptSNCnVAGolPCPC03AsjmdTFmYHtW7yglXyrfaYp8WRSgjFfwRPKI2ve3BvjHZ/FhG4T4PXyGXMta3vve9z7IYu56loDDdo4Fz0l7TvCve3WFHNwHGAtgT3VTF+E9z2HMeJlhtOs9cL72ta8dJH/tmb5EXvxQzjFA39XlOhWZbdnjXl38bO154HJtAMVebYOddhg2jU99f2iH8u3QADtCGGsdlSl7RdzThFq7BJelTEESkLwQbYHDSqJ0CE8KDvPaMBQg5WvjEIr+TrlD/jYbJUUxQfvusckH3JkXYEAohhfB5iVcKBMbXKkv8OAz3P28IMCbuaEwAREWMm8GK8V3Xcsz+w4vBgVsrgghoMDcAQr+Zj4pf/cj0MwxoR4BJG7+9re/vVlDfArUmHPf97t7TCqB7XtmY6G4eUIIq5RFa9x15plnNmNRGSIRU2Jg26vBc0VZycXxTL4vLCcXpR02IDTzObkveAOg8TnvmbsQ8OF5zSMw6fOTQkjmK8rQnAFGs5Y9U54EdOmtCKDFwzxBqwibAmlAn9ysMtekJHMDGAB9xmet26EdABG48dy8OOYB2FApVJYnu5e8lPJZfM/cdYENc2tdE7rkYSMHuhJPXVv+BTlqHMBt30ns5to+4v01Vtfe9VLl8Xh8AGjYJ+RqyfclWcPst/BkXxizzOObFk3Az23jwrq38/18hrxpk7EM7QVUAcweEiUwyyF0q4qLr4oILeCiy1XruXkZ0vG1JK5iQoYip9CSJOj55WVQdsJSBCzLN5vI3yh77nzCkXCz0dIRd5OIkJYrIHyQsmBeBM8d4Z9zb8pGehQspQJ8UNCENhAHVLBohH4AGQCAQPCKx8c9KHQ8lP4k8TQQHO6VMlsCxlgIePcBOAAgcwwA8B7OCmAIIusigZZQZT17HorNGPCJZ/QZSshRDkBMW3ERyglpABvAKqv/5S9/+UGWPyVorjwXxQUQ4BVdiYXpfLf0sgCFOc3cTx6ovuaQPpPQnPkyV8DgrBY9pcELqTxZ3pc54gWzrqV3YxW5dH0WdllSb3zWC3hpGwSugb/wH95zLZ9hsJT7zX0CGPzduvhOF9Dwd54RYVV/Nzf4tK9fC55xyCXjxfXt9b55S/IoQATM9nl1donOO++8Zj6ECq1BZGIXkalAbQ60tXd4x7uIXIiHPESe2VttsifaCev2jvt1fa4MTZI1XkPDsxXA7CERCiyW9MOYRqmQ2BYqY6ptIhgJFMKkraASFrJBCK+yyoHAimWMqctN4XOEPyJMKXkb0j2Ag2VXdMxKFBQAQPlSpilD9AwECyBjvgjwtsC2oZPQbA4kxMWCwUcORqREAJk0VKOcWV0sYnOVDrQBDubINdOoLGEsSgloAR7Fn3k9eHkAxxwMKZcFGJpFAfA0sf7we8JaeY5cBzC4//3v33jbgAjjkR9TEr5gaZsHCX/4QZUFr0rOUQLSfDfJyAlbZi69pxFhAAxesS5Clf5PyPNCKfvtSggV3uP1oawpePcD2NtCeRpRokCLubVOUQjeW4VytebAHj6zzsZMmbf3oOex96wHXu1KCiePgDYKEoBzBIX55uVSvZK9b33wYfKMeE7xaBcoMe/m1FoAydbY/PIO9nlLvA/o4mHfn2TkAZvAYjtcssv0oQ99qNl7vIqTGodaJ3LBeptzhlDf0TTmmQc458QxEPBWV9kzPvGZaT2N4i3K0SvWFYCdpbpve8z7HSCLNMtJupvUMGgIYchJZd/cmV1dYgl1goaibIfYUgJKeRKefUIImrf5lG7GuiVoCWzCcd5E1HnJOqdTrI1MOXsGQh6ISFUPkJWzlsrjCxAhREkDZQEvngmYAPi85IYQPpQD8EFRE0qEOkVlLsyLOXBtXgaCCAgihMwvJSPMROkYB0Vf8qn3rJHPD01Cl99CMFHwrg84GEO79JkA9PwAQg4pbVdNeP7nPOc5jcfFZ4zNNRNeRObUy/Om50sOFHU/CjHGAI8dYMd6x3d4MlVhnr2LXC8ud2vHW9CV7zWErIGwYGnNrqoPjOcBII2XN8Ieu9/97neBz3kOc+XZ4tHrql4xRz5HMVqzeImtdch7eB0/pZW+n9axi4Bc4BBYtr54mIfF/LbJGgsh+Xu6Xff1yjIuzyoUywNkL+0H+pd/+ZfGCBEunNSmIettHYFX/+8DHTlCxRySQb7TF460jhLGI3OtWaoJSyKPrLc8qnR0ZpTN0q29ApgNpm3zwFACXTHNkmG7rLAoha6/EezJExgSfqOseDcoQmf8sPz9H5gQwlrG6c9DiFKOO5aAZenb0G0g5ZnSJI3AF0ah6P0fuBD6KJ/b+za5OaMAgUJghNDyu3lk2bOUzB1Q84AHPKABf2muJxmV8KGguICNiccFUEyIpr2OlB9LDTiaRjxKFIbxlK7h5EiVBBjxMiXJz/oIJ4Tcz3OUMXTXBcooXQnJiLfJuPtAAKGav3kOgjiHbWYuzYdrto2MLmvSnHnfWs3DG23LdVKPmEWIYkolFwImgDbu/5J4LSk9fMQbZ74pqZLMi14heIEnzH41d7yd7coqQN0+BHp5xnhWrGVX1YqSeEA8XiChjBzt0CbgM/xvPe2H9rMgz2uNrav9k6MSVpUovSl0xStesfHueVaeN8bNJCInrCNQMqmJHJBhHoXs5YLlrLEusk/JAAAUz/BslgC3XEsAlFcWgOFlJZdmOe6hApgN7usCscYi34bya8w6KScg1UZtSqv3rtr/vvcnEeVCYbLsbEo/KXXCmXIEZGycVVMbLAEHhHRp2VpfShMQ8X9jJywAAJ99wxve0ChclDJ0n2NVE8aUXsJTnikHCTq4EGijBLyX82WUb1snCkoSLUVhbggOIMvYeK18lyCKciBUgBzCaxKI4d1hIftuGU+3xt7rAuSUqnVOXkzpmTBu1AY+riUfihD0PATmJABg7niF3N89ktiY/Bxz+OY3v/kCVRwoIaaSgCXz3ddjY1ZKl9xlEp7AI5RHFEhCjSWQMHcAQfaZtbLW7b0qbCRk6/vWK/kyfrdm2VPe423BW/hXVSF+4wVqK1TjwvsAER4USjRGQMbYS2BkDVn2gDiejVeJgmwbBngCKOMBBNjIUuCe52ZX6ZBDDmkAnT2h/4t5Nwd9ZH7t51SA9uUS2YMMIV5Lc2jvTGpuSc7xMvL+PehBD2r2HA9bm1zTZ/GOvwPQMSqGUgUwe0h9WfhdFKspQgFjbnpCLyE4KVTT1UdiGrhxzVm7EVOwFAzFZJNSDMmDEDsnIFknLD2hplWAQ5uW96d0W7NI3Y/yyLoSrEIYlA3QZex+8pIIOxEsAE3mlSKluIWHgDP5IhRz8jse8pCHjE466aRG6EQpUhKACG8FwZ5zhNLnJQf7mSPX9J61oKTK06LNqXtTQn1zxiozRjkRZQ6S+XDNLgBPIRk7ZeMzaQLoHoQxJdXlCjc+z5MeFpP6fJh7Hi0K0fwbm7HwMrD8zKN5x2tty5+Cb/OgdaMYuyzLeShjWZbHlazAf0ArRY/vhAk9v/kKMLRHKDnzk7L+eFDwAw8Kwq85hiBkrEBqeh7hQ2vmOSiw5K8B20AhHsanJSixFpRXKRcoX54tCtPch3zGOpehC9dPZVhJADhgHHCswi/80VfKvu10kfONIeDOXOHnPh41B7y7PLA+D0Di+y4dY78n9O3FWyaM3efNtlfpOXIlxkK7iZ37kEmMA0YPo5KOm3U/bbZG3DFi4Qx1OecU1SSwxhW8yVRa7CURdMZu0/QlaBFUXQ2+bBKMPQsBQyxqc82iboMmVgTBZj3SGbgkvy9jrinkMskTcLCRhTPKhmuAlXG6Jzct0CI2TPACWaxhQiMJbsJBFLuXDe93SsL3/T1KMGe/uHYa0hkDgc+SJTxKq9/3jct9CbUuL1VO5u4Dou4JcLRP4TbWxNHbFNe1dbM2PkeZemZgpq+Phc/nMEZz1ldBVCag5lymJJwKf1C+vAs8AcZSeoDMAb5sl1h7L1Uty+CVJLMuq3rOfAAHaQoXhYVSuo+AFzyCb9oeICAvPYCAknZY0feSs5aKEutljksPj/UB0lXGWKMyjIN/29VtWdc0QAt4TwPDUsZYA3tGvlhJ1iWKPISvKPR1H9+xKvq+7/u+BmCWoR2yJfNWkvXGG8kXM9/WBmhsE94BjMw7WaT9QPLW2kT2MA6FsBhlrs0AawMTf8u9XT/VbORSwPUQ2myNuI/JwlJiEbSzgJ91EQFIEbTHiZkJtD4PDLDB5Sxm2gViZi1VJQBtzjRw61IKFKwNQ5gTaJQaS4AHhCXiXA5KlOWaklDWPuU/i5XcTlyjFAjdhC5CQIZ7c/u6zyMf+chm/d2XFU1ZEC6Esp+UQXI+fCclvgCT50logzCLJ8bcmkvKy7VV//DWmCtAidLzrD5LmbOEZyFzaJxdpZiUZ9sKKwlfAC8stigZoYFUmXVReodwRbv3tBwSa+H5rV/JU8aFD/BLu/Ozz+Gn9rVzGjJenyUxv4+mnes0K1lT487hjACECqv03oh3zBymr1Lby+QaeNR84S9elZK8D4yYA9fk2fQda9IOraWvDD5Pcm7mrSskaT7yWWPAlxQocOx7JbjG86VhFD5v73vvGdumy9F56QpXuMIFehPhW0ZJu1GkfUoGBDzad7wxqRYMWRvzae3MnXn2PR5g+TClLCTHyUw8R07ZV3hGaFaoyjjwB0BK1loPewjf5PNkGcAzlCqA2RLahnORcuheuxU04UNAeoau0EM8ARi63VY+jdBmIWif0COkCd6uShGbJXkN7i1nBFhRfcFSY/2lWZrnOfroo5sXYOOzQkPzuPtd23eTsFg+J8FK4AAdBDX3vVCSDc0LIcxByZkjByJS8gQGiycAhYIyn8buWq7j/Vg5OVGYMKHYgAbj8ezWTmybMKEsZn0+15EA2gZtwIV170uwdZ8os+RtmAtAaFJYKI21PHvfYXFDifI2vyzRcp9RzOnfU1KsV/yxjORba7nsUKb1xQ94pwy7lIeI+r9nFkZrJ0+y5s2/Z/ec7WofvEzh4VOAAhBK88L2WvjderpWwkLmuS8M4drm3ZjwDcs8JdxtQ4fnIO0BEAOkixd411xvnsqxTafLXe5yjRHY3i/2ovVve77NbbsrckLLpYeMrAFs7FFe3syr7/LGJD8P8fTxhLXzWNL4kHwgh6w5fmHEWVtrkpJqgClG1EYAmGc84xnNxnzc4x534D2D/smf/MkGMRqsapF2G2/WsYRLjAk9PvGJT+w9in4XKe7+SSXVmxZSwrgEi/WKMM4JwlC79UtMPQTFU7iehaJrHxroOgTOLIABcIn1mLOG2mSjRWm6b5J+lbemyVtCGjwR/mb+eUMoOs8lWbWvqsEzp0V9SdbU9/29tHZ4hGxq7l4ggKC2sYURUyWUPQJk8BSY5xzFwCtDUPjOS17ykkYQ+R34MQ+sIvemlNwrCsU95SW4HxBjLnLcg7HMklgqabMdOkKuPynpL7kx+ANYjJVMAU9qIxBvgueLEJxEPts+EbxNBHOZNJ51bFuw5hIvLCuJdy8rAktPqL1i3+qG3JWfF2DQ1aXYnrZOJZhIt22dpbvmNmAWMRbs064GicJC+D59c/y0l6214xzaFTBAjL8jvN/Fh2iVDQPXSde5znWaJPz2frGn2kUQ5pz866r2aXv6zT0Z17X+AGspw3xW3ktXWTsvCxBt/vGm9YyxFr0O2CbUrER+CK1UA7KK9G9oW+SPf/zjG8uSS5O1h/kog1JoAC8ekPJ48YtfPHrRi140espTnjLaL4QRKReWMgHi967Sx00qszZGrup0kLWpNFxLUyxeDYg9wIFwJPyss6RP1kN7A/os92W6eQ6xUoEiGw7/2TRtUOSeQE02Tqx4gpzg48FpC0DXM07gwgb0U3hDnwnP2UfleK1V8gY8l6TagFCbNu3ZXY+HKFYKwRzhHBIntvl9jkA2PkJBaMn3vE9hsL6AB25cPVKMx/NKZuauJYQIHrkghIsqjbS0J3RmKTvvyy2YlPsU8gyUqvtar5e97GUNL0xab8LO/sge6aOE/pJHNulMIvNdJh+b1z6QSsgS1sv0jC7LC4MH0kCuTZ4nOSpJhO5SUMnz8YxdoM9646GshTnlpexrIOkermVM8WzlwNcuomDxAmPCfhQqske6yn19puSBvpYLfWBs2+mwww7r7ZTNc1WCEvKRLOvybFufALwAXcaSPdYGjcmtC4/5bF/Il8zLESVkiu/ytvo9AIu8so7uM1TurAzAEFinnHLK6HnPe95B8UqT/IIXvGD067/+642wpEhe+MIXNkAlrabFzTDrS1/60sYtpq79aU972ujZz372Snol7BUZ+ywKgcKh5ChJXorE7TGM67C6Ny2sRBjJ+MeMlKyEz+TxpJGf55ErA9xI+qRgWXMUZnkirufkFfA3L9dr5xv4DKUTgezvwJMxuK8NBhCUngRzSTjiPbFZGfU5sAyoScOmUslJWOMVLIUn4cpydX0AvK0Ujc29AjJzWrJr8IQE0IR4eSgNnwH6jZlAoST0cvGcwEXctuaWi5dQ9vwUQtyvrFt7kMfLmoRPXI/BkKS6hOjkKblWOmJSGH4OPdm6izw//sW3feDGWHloAC5KrcyL8P9JXsas87Ska89lnnP+lP/3NVUzj6WFbuxe7bBDGgkuC3Dgv2UqVnNpbru8MLwkQ9aV3LYGZE2fnEkju+QD4blpz+HvZJcwJ89iH2+Ql9m3ANKk/iBlo7RJR7BY+03zXC9Khx566ERPJflQekXIpFQbtsl8k3VkguvGg8MA6pr/sno0p633EZmS8F8KGsoqx1Q92q99TfLatLKVFCLiRSFIS5L8Y7LL97mzCGU9AJCfFFfZiVFCXzqybiuVsechZKOz9AkFzEPZAn2sbBUaXe2+N4FyIBsB1T5agHWmZA+j6xHB65K4LaamQAgrBBhgagqX5QXUthPwAB6K27z4LuuiTH5OiKUkn7NR8BIvjfuXViMlbhMbD8HomlylXZalzwLc1kcuSukRMw/KA+M5y0GLSFzZuIR4Ep5g7RI2hLu19VnP4Rm55DURo+zN7Qc/+MFG6bGuzAurJR04gR9/B/hylEGsLSDJuOQJuA/g4p7pyGldhI+AO+NaJESC381dO9ZekvmyHgQWMFtWbXX1ZCmvzSvluayL7/aRdTSXADJvXg69bHtWKHvWZnlas8/gpzYQiHDvOtl5XiIbl5XIa84Zi+2cMkSuBmR4DuCjC4iZ+5za3Wc4AgTmCCD32WmNyDwfhZimln2hnrLtRNpJTOrdRFYkCdl6RYa0yT6e1GxzG+l751cR9SWTt4snrH1yi9rkGtYm/EBfCdn1tf9IqDINRycBGHKcASFvz1rRbW0i7/FtV8PDPQMwzsiArJ/+9Kdf4G+UhU3TVkQ2VRSZn+020vm9L6nPgxN45WvTCGPMmseD0bj75U04xAwzCbt59Z1bsU6yAZQ9U5wESQkeWH05mwdIzeFgwKwNk9Nv8QbFRrlzSaYdvL9LoI3isRkIKmErIZAcTmgM2UiUm82Qjq3c/q7tfWPzeUoQiGZJEMg2q78D0RR58mXSErtNAAqeBkrcy/MAmcj1Iyhc2z1cJ228ESXvfaDC54VLARjhH9cGTlIW6wWoZF4JAUKZwjI2Vg1rCcDl1aTYeW/itfE9AEUpJKHnWp6VIgE48ZdrlV6teSnlu33nY2Wt8UnWOEI4bcX7En+tuz2f6ggepT7L2rxYR3vJfShjRkH7+fCB+SzvmRBLEg9DPFv4cJkAZpneVOvpedtyFCggQwF3ZM4B13auk/3os3gVD7VDmCGeSvfxffzbDtd2URToEP4KT5Dnfcn8xpnqOoR/AfM2pSJxmWu2CfS984/NGOrdN099joB0iR5qaJMd9iKjaVo6Q6o97SNr1sfvcunWlgODOR772Mc2Mey9bNsMLFGQec1SS74XlE6gs3aV3TbyjJRoF2JPYmnQPeanWLkU0wGWsGLFYW6Kr1QmBBPgo/yXMJITk1Jf16WcbT7MH8sTQPIeyzqhhvJ4eWNikVOiD37wg5vPEcp5j1L3HesGlLQt/XhZch1/tzkJW0rVuNLzBU8CJFEGvCqShl1fFYgxmwOCyHML/SRT38Y3X8CHkFvmxX0ZCxR0gAJQYuzGYS/4vb0eFIPnSQ6H5/CMyTk644wzGmU+79ELxgvIuVbfoXzIfKVLJ1AQBUiQAlh94Qigj7fJ2AFHz9rVw6Jsope9h7+MTxip9DzgxfaJxeY3XY/xhfHiV9f0uU0tLMi5ZPiwNBYpj5TyI+NnCLTXWVm9ufGcvGLp89ImxoO5x+fWY5J3I5WUAZ3WpC+h1t9yqnoqV/oUpD1TekdZ+r7XBrSMAMBuUr+gbaV/7TgeIoTXY9CnsKAPoAD2QuVD+Tq8hQ+mAXBrgo9SRNBH7m0MawEw3KAGmAoGL96C3/qt32r+zyKAANuKnPBPXN7PdlVSfu/r1Hf66ac3yiqvdaLsro1G6FFcu4b+S6L8hDjaIRtCNK3ubTJVZ0newiuET06jxT8hm6wNRCXnObDRBrAp24qZt4L3Ii5kwCgHvuU77V4HgIT35RxB/6xDSpWgteF4K2xsHrC2hema7mfNhXoSevJsgAOwQUgnkZSyKEMqrm+MvDM+41rmizIFjDyf6+Ibz9ZlDQdguUYUMs8Vwa7cuqsDrmvwkrmX8bi27xgjAeK5zEOfK34SWWN5RdY2p0V3kTXHF9bGHJivCE7r3CdkXZ8cyNqbQ96qPhd6ksQz7xQYUEspAo2eETghs7rOdwEMARhAFDjGu2mVv2k5aCUBgO1GkOa3DMvha/Neghw8FI8Wzy/eIn+7eMFcphPutLPQyvJYa+4eXV6VtMSPErNu9iLZ0gYlKubwQ9uwKI9hKe8/TXluK5111lmdXrLkkZUns/cd6WEeGUxluJCXrM/75ro8L9ZryKHDCWUBMvGI99HQo16WDmD0mGARQWR5cedJ6M3/MS1lEWLhYFZub+Sna5TxUYLYxmN5dZGF8vfytQ6ioPQsoHyEO+RFPOxhD2sWmhDdxc2DKM9TTz21CWu1Y+DWgnVNuPGYSLyMcgIeKC8MjWlLgMCi6wohpEkVBdKeT9elhLxPYLmvDRgrH59ZI9YYi53gs7FykF9KbQnLKCdC3nW7+lsgfJ3upu6Ntwl23hzXB6gBd/eTqC6JLtVYntnfKEj87vnxDWXq7z4XkAN4JbwVAvDkRtkfhHY6kgJkPGEUMws6p70i9+S9SnUHD048McaaUvdUZ82S9EiZ8ZABbmlH30WeTY5cym3NTaoojM8a9eVdEIBl+aU54W2w77rKvpOvUpLv4AW5dYCJeQOauqqlcmwAJeooBcYIHt/0ZNA0g8M3AbbASEK1CJ96L5128zmfsUeyT/FK26NOCZJr1tj/k7PU5ykxjvJMHPzZ5aXH6wBV6R2zNkBUGRJL7yPP2e490nUQbvok7SJ95/yO1G0Q75nbzoCutURAuTWPJzfyr88bE+A6qVdTeyzuDehOa/44rWoxtNzTw85/qPax5Tl/JO8/4hGPGD3hCU9oED2G/6mf+qkGtOQMEu50QMW5Ls985jObCfr5n//5JjF4GV0vV0nc5TYbNGushDJB2dUXYZso6BxjtRna5kmJcddhXIR9X2IfJSlnI0qmtLoxe18OBOpLLCMkcw4RYKUMPy5UY2VV+rv/40HgiYIHrP3fOMowE5IAaoMDVV0bWmiHICfQKVKbFLDJAYJJLKYk5PakHJQSBH58lmLG94Q3UE9J2zf4CBCSmOs9nyO8hYBYsfJ/vO9e9hH+82wJffDEyOfhQbJOnp3iMjeepXwe42CEpJuu9TYn7Xwr4/YC0hJPj2vamqV75yR+8j3C1fN5bp6uhAYpGusBTLWT1V3ffFiTnOfks56pyyNiXfy9TGZM3yG8YR0I4nbCMhDr2a0VUJWkQ6DPd4ZYneskz+u5ykoP8rk0DD0D3gGU8VNyqYD+NEtEeFTloDXNHLq2ORLWTVjG/KsylKgfJUTG4zlrVsoH82ovtEM6eAPft2UG4G5c1jzhO+FAa5MjDUL2m3um+7PnBtLKJPFdo6+cn1eU+QT2hJZTHBPCu4woToKS7DNyIpWW5hdv9PE52UMW5biWeHa69iA+iUFEPpP3fSXtjLKhHpilA5gh9Bu/8RuNABFK8FCsoN/93d898HeTQKn9xE/8RCOQCcPTTjtt9Iu/+IujTSMbw+b304J4Ef6YKS26t50od4qEEiO02m5f68O1PqlV/CTKadTLIgrOWHOEQRvNAz7tzWujE+w5mbVMAucdoMhsOhu/q/oLcAFwbHZeJnxgTtwLiE3HyZwTQ0jY1FHA+AeAd2/fcc+cxuuaxkPJuzfBkWZzvFnmj2DP0fTK0/Eehes5jdk17StKiIIAegAYYyhLw/FrKbCsqeon9yq7t3oP35fA3H2AXOOhKPoEHyEmRJBEUmO3Xu4NdJojCklYqCuvxX0TGqGcfdZ8A19dHh/X5tFxn4SIfN7/Y5FbHwqv7FlDwZp396LMk/DNQ0ZxbjqASS5VmbAJ5HqGMlTm/+bZMyWHEFApPX3hC98v+d+ewacpXcavwANFyNvoPbyahOxSueXIi+SmhChefNUOISbPybUCtMgl615SPKr2I4DsOfCVZ7JHhnoMto3++Z//uZFTnpfRwotrLdp9cxg2vLb2dqmfzK9rlHsIcLV+5EW7sarPm9Ncg5zDO13VmniM8RZZaL3tx65+PWVF2UYAmDQ7CmF4PV28+gha11lwkyhllsZPONgohJ1FIST8fxdDRJ4vKH5SQuamES+KTTYko56g9WxyIhLKSN4OIOL/BF9fWANv8LSxLpR0E8I2th5H4Qk8LbGVFcrKkBsGQPiuBmAETfrhEMA8ExQBIYLf/HSUASEjHBnB5HOsS0qWQhYOwacAgjEIaQEcjAHf1UQSAUKUUZtnPWe8FXERm5cIG2DNvPAUGWs5B7warj9JuRuvscdqdm25Tzw/lFl6iVBWXaFga2BclFyEJYGaJoFd6+3vZUghVW3tU8/LEFQOvgT+jMf3VXS5Vl/ztU0iQK9t4ZJTPNz6F5WA1CvzgX8BA3xaGhb4ACjAM+YfgMRbADPeFIqyByimGHR4xTjwSbomZw9ZA5+5733v28gX4VNGB96yB4Gh0pCItzAgSKIx/mgf9olv7CueiDyj79nDm+7BX4S++tWvNvvB+gIM1ogx1TYOM4+AYMJL6aelCrEk+yFHe5Qg09x7r/y8e7YbQYbsGUZiOnJbG4YAfillahLHh1bYbnYQd8MoB85RjNz5gJnERxu6Xb2w38i8TAoZrINmSbAMKCVoKXbKVCIq4ZrEYbkiBKBN2kVxoxLeFAXhEZ6g2OVCEco8LTwUOaSO4s13KX/3oSy8b14Jd8LJdXlcYlnnZF7ghCAIgFbZxGMilEUY4E0KiwAnLNLbIw2t2mRsyWsI4Co9IeYKGGvngbiu/TCpDwhiGRJQnjcJggCdcALlxdOkVwSKl6Yk3iVNLs2lPBpr5Vlcrw+sstgpXNc1L+atzIcwv9YVyEujN2vGK5NrugegA2wNbbS1TsIv7XGmOqdMtgW2A8goGvMLiJeJluYEkA8/4x/fwyOUUnITKctY5xSWz7k2eYnXKb5QOvLiN8Ad0LEOwJBXu8M1BeraMaIoX/ug9AhTqvgh53qlWITC9Ln2kRC7Rn/913/d5GmRY9aqHVoLAf8nn3xyYzjlDCP7t22gmXM8xAuTvW7NU3lWAuScaN6VX8MQizcaJXm/fRSBtXOfoQ1r1xJC2layWOtoQ21hWRoUV9va2BTaRHd63+nX7bm16cwvsAI0pHwbQLXeFB/haoOaf793VasQxqwfYQ3AI8c/UISEgNwbG9cmtslZuQS86wIpXLqZx/ykeOWEGGM2PaHElZ/KJaCmrOrzGcKbApGPcOaZZzaKRWm08cU9a0yT3OlpaudnDsgkWHzfvXN/SiPl8dP4gBIDFGKJARRpSQ4YAAlyYSi9SflPqZ5ynazNJOBkTswxwQsoAXQlMULMqzwQ6+v/npuxQlFaK2GI1772tRtXeVQmu5b8bi0oCKDQZzyTF15I/pP3AYW0gA+oBDjKXirJbQi/JBkYcEmYsjzx2VwnNyJj9J3Sc4WnAw6zn/A4JUYJB8SGjKdsVZ92C0CnvYXsLX3IgNQAVHzrXsaza03s+gjIy5lqXT3RzJPQWw6ItQ5ATFtmpu0/OUZmMXjsD++3ZaC1957rtMN65r1M4AZS8FKObXFd9+a9mdT4sk0VwGw4Efg2roXd1M67ixI38yqSnHPKsVfpRqVwCVmKT/gilRMUFZd4mr4BMmLFCQ96HyhoWweUG0FBARPSAbmEutAOBZIulTn+wXd4EFhKfvf8peCwoQkDQigntQIf7q+xYfJn+hpS5VwSz01BsXJzn2OPPbZ5ziH5WSlrJ5B8D7gQYpCjRkFSYJ6doqQkgKU+iveJh4jATPKl982V6zgfbZoHB5nP9GKR39JOuu4i4BN4cc8uQyRKmUJOYzD8keMb0kF6U8jzO2YlPXNQeCg8naRz/+dRyWnMLG/Werogx6uRrq5K94FrHhO8b89QYMkdy7lnPGDp04K3eWkAdvcDgspx4Vd7XegU+Zz3yzyI5HtRZvZAKofS/LGd8OszCXXGAwkElZU3vgs0e/ZdPMixi8xD354wt/iGIRJ+sTfwQAlgzJWQqXnzN0aDl71j3tstJfBA2eYBEMF7vKu+U64J4OLv1puBlqRr61sCnWlUAcyGEkbCCBY31SfbTECEvIw2UMH05XlAy6LEUgn3UlETbscdd1wzHhvY5wjl8qj4lP8CH4S4zZ3meIRkmazs+xJjhZjaJZo5sE5IyIYlUFKdZkOnuyuF6u+ldy1N/lKtJOzi+o4tACBs+GknRfPSUCpJLDcPno3CcL+2lTSJ3Nv4gBjAKM+aa5iTSaXPnln+RKxoCod3yFisifkXVhpa5po+H9bYnA5NlqdE+zrAWkvAkiAFZlyT8M6xF5uWkM/SBTBTlVN6Y4CN9hlU4S9zjqcSPnSNEpilPQH5A/zifdcCesuQIw8ZMC0sg5/sY6EfvC182vbGuQ8ekPsgnODawpOlYnN948QbeJUXBuCRZxMvS0nWHziJAeI50jsqytie9V66te93utD5R9q087jMfXlukt8BenMKSNoXvCU81by+5DnZFvJd851eL/a4vZZDQUsei7fF+8aRtbL/hCaHNhusAGZDiXXC2mbp9pULbwNhTIKWos6J0tzLlIGNxGVPAPaV381LrAcHLAIRlH36pxBk7m0DphW8zWZ83ieUCWyKWciAgHUNngabnmu7HKdN97rXve6gcEc6/tqIKf1MlYvNyuXtnhQPrxovjDwWIKg8kI7gJuwT3nAv46AYcjiha7T7PCBuXoBLTg0gpB+RsbsuAAGIEE59J9i2CZgD9FJ223W+yqTKAcqKW59yTJM7FhzFxyOAD7rOreoj47Y+yV0aAi5SHaXqsSu0GOFrXliBm5rTRikQ9LxvPHHpMh3Ce36nXLoSKuPRA866qv/y3Pg3J6YDwF1HQuAnljTAh8d93tp0Adl0jUbW3OfLxpUh+VzkgX2BjwFU69bVBBT/p7+Yz1OWAFAZGsUb1nTIqejbSBe5yEUaz0fAX3vftTua950+DjT4fIzMtEQgv6ybNXX95z//+Y0nte0pxZP2tXUyJnzhJ5nbjh7gz3Kvp8ko+TJLB/8KYDaUMAerb9uJECRcJF0CZaz0KBsKnbADHoRHMC4ra0gIYRJxd/OKpFmZTUjhE/Q2mBg5UELBS05DNlt6KFCqPB6EfzwLNpyM+y6Q1QYBgBoXvM2eChsgKg3e0jfH9YGCNOIylsSkkbFIYnXveH0AIPNpTAQTV7DQhvHne7wu7iuHx31Y3ECiOfE5yoCQ4qHpUiBdBFwAQUJahBelZm67qpi6KMc8GAdAhRcSIvM+AOczrosfpvEAV7Z5pOhmaQ1vbbp6gVDorkkBphPxJhKPhLVPAiTlbR4Cms0HhcH4obDbACZn0fge/hS66zMcwpd4ZlLuCH7DSwwTa9vlKTHv/iZcZX6NrQ90lgdIZm91JZu3G+JRzF0hVXOD71xvaHLottDFL37xJoznGRm7bfI+g0HVYs7/sn/LtgjI+gLD5innjJGDrm9dy2pDssB1kzifsBLwmu7K1g0YsscZA0K39lYKENIDrszdYwCRW8YwNEm+AphKKyPoG+OmVwmmJ+ySj0EQ59gIGwUDY/ou5dXOY+kjApyCdz3K0QZjnfBgCOEQjIR7DqFzTT0OcqYRD4ccDZvRprRJWYFAQF9Gf5sIScCEReF5bNj0h5GNL49Ebo0NraGjfhnmQ36AMZZubnPCne49gCWVPpSVPAZejOQzyHcwbs/H25LrpHqAhRRLjEUqvyEdZidRWstLYE2uBEHEm8ZbFeE4iVjE8eDkzCvgLO3izQGh57qeod18q02ug5cAMddz7SHWdQ6NbJP7AoOukyZ+m0RACT6MB8ya8kwIvyUXKMmYeDrdzbsoAKg8PLNv3ZNgOclT51rprEwRun6p8IwV8DJe92RIpIFjF+VIArxqfQGfrtOyQ57fZyYdJAmw4f9tqB6bhS50PmhliHQlvZMLydEzrzyp5G3bI0LW8Y4ycsgpIAQw9L2udSIz4lkhRxmNwGOXBzXtC4Bcsss40wG6JOMjS4TIye9JSfyhCmD2QIkTtKweim0TT5BeFQEOGDX5O5QlhUx5i6ezAFkEvBI2ovfLHJk0jsvZWu14OYrFjCg+VoRNy1sSCyOub2vBGuGZIEzlFiU8xyIghMX0fY/wJ3QpR5ZNX2Y8weq7OVEZGU8sX4CExSN3JS7xnIJNALg/MOW7nsXGLQEMhSUMpOmjcSQnwwvwSq5ADtE0XomwAXsEEW+Qz+vE6/k9C0FOWABtBJz16PM6EGLCgDmwLyc6m2Nz9NCHPrQRemU8vE3JoWBdsbysRSkY4xXpOzSwb+6Nw715+oYAGOtCgZbEO6fyhQBuNzjcBMLTckfsg/TdwKtDBHzX89sf9qXQwCQPHD42p2X/jy6Sg2LegH9r0q5sy0GnyYMSGhVGnZSsiReBEvsw3pgucj9Wu8/3FQL4mz23i+Gjc89vizDJQ4VPyFr7jiHSZSAmbwV/kI34ozyCok3kGmDiejn/DZgmU9pkfOQc+TetijbnyE3L7wvVPjBLIoqCoLExxfMpXIvvPYxAyfi56eenLJOAlXYfD8yc5DECCohI5QOgU7aQZuGz5pI4m+ZJCIPbPMIajpwAEgg6YTeKtKsfCIFtkyYnRR6ITeie8jNSfYIIXKEZ15sUzgA49FPgEu8igiBVEIgF4vMRqDmQ0gu47cp38jkeFZZJKVBsdt4coCXJdYR4wItnS7jHnBByngdQ9B339rvPTUqk9rk/+IM/aK4DMGWNCD3gU7M+c1qW3faReXI91nJfHkrOfppE9pVxh28AoyF7i1IGkAhb62Kf4jNet00ELynfBjiTXO41D3gpiZfJ3E2aZ+uMH63tJIWSxmhAPKDeNbaEotLAkJKa1GCSxyS9h4CYvpOWYygBsJOeBQCfpbplW+i75xtLfcAg3ZFzVhUvS99ZVQif2VupKptU0hxwmQKISfsPbwytAMOXXYd8dtH+0aYrIAKQ0OZ2Y4laeMzCmkxbc0KRkqYE19FDZtOotAAIsdI1TagSRvIheAZ4FSheDE3omW8CnSXn7+YbgNDTg1XHO9AXZnIt65TW8wQapS9s4G+AVttVCiDYeJPyIYxJuAMYErqRIGrjx4uQxnIAkk3pHrGAc8qvDrrG5Bn6eCRnKQExpQAivDwTZUNApwQc8SrENZyKEMolHouQOQa6J7npgagcxClfyfwHtAFjwB5waXzTTiT2/JPOOkkFWR9Zc4Al3gPrRMEOPTnb/XmljBW/8LrN0ntiL4lXMWd2LaONgnnNutlvk6pyUrqc4zX6CF+np8y0rtcBYF2HLZZUnotG8fUBbNdi3LS7BpdEsQKs+1H+nne+9wvQSEGFfdoHNsgkhqe1t+cneXbIJHxJnpvfSSF+MgIIxc8KE/oOZc5n7c0hVENIMxAmYI3E2iM4bZ62xbHJSYDrJgpXd1fKmiIpEwj9nzLn4ufJouTTTp7iJ3B5ZAAOihpIVAFUei3KE2etVQ5QBFR4OGw6QEbOBYXg84ucjeJ6vBnGZ8x4IpZjuoriEUBWyIiFIzfnwQ9+cAMseENY2IDBtGMaACX3ANwIbCAAIBRmE5P2ff8HAnNGTdn4K+S5eVJymBrwRIFz70/rp+KzQlTmVu6N33lh8Dyg5tl5gtwDMCrXNw0ZU30EdKQarZ1QOKlihNcEH6SfCDIfPJzTgAjwG+8d/inL5zeNhEbMD4OItbtolZ7nlkie/JRJyimnsqcNwSQPDHmYniKTQHB5eJ81twZ97SHwdvaD/TnpWBn7Ct/2gafk2e0q/dP5DeH65FiAYnKeJnm/cmQA3mjnqLSJnLGHUr3JKGrv5ZLI6TSumwQm7f2hkYrqgRlAFAFXfPohsPwoIZavRWEhla8+gei7u3wWxxDimTA/3PbyOtpn3UDp3qMAzbuwEcDD4idUzTkQ5BRh6+BavBtAic1HuRG2XoAOkmcDSFCcPksZ2HjWbtGD3Wxi1jzgkuMBXJdlS5kDJ/rO+Jz8l5wDpFJD0i7BalxDwheelfIxH+aFp8p15UW4t+cVUvKMPFV9yagUobnz/ZQsAiGA2BAvBgFlPiX1EnKUYjw/XNnKwZEy9tJtHAVHObGogS2/e55S8XnGro6+xgqIUoSAbqnQKbuEF0NtIegeqZTgtQN6Nq23S8j6SfiWr4U/ltFiwLPis2nhJ0DTmgQMUjjtvKGQtbDXgE280F6DvvUQ6uS17iuZTcfqUJ9SzF7veybKm6zZhrOr5qV//dd/PcjzWpK5yUGaydfD/30AoV2SP4lcMy0wcvp83zqli7fP5HDZPiJDhh4MXD0wPZRFoYgAj9TBL0IUb98R4vuBbAyuQ1aXhEnKjaAs8zAIagichZ1zWdKWvKSU2wrZ+Ls55XbkfXENob0IQBscUOA+pehyDs+iz+J6wBZPAGWI/N/YrDPh7Jl4NihO/JNSad4lAIZSAcqGegF8XjIvkEIJ5xndk5Cg9MyHeZY300e8X+bcdSQDAwyAkPEBQUOOhjBmYStASViJ0rGuxigkZ50BjpSjczXbU9YJAAK+CNd2TxmfZywIWZV7jpCm9J73vOddwKK2DqULG2+ZC5Z5TlpOSHcbCN+nVf6yCH+YV17LSWS+gJbwNGVjHYAqYKoEfZRRPGUAjKrDvuoixgl+tQ72IRDN4LDOXZ8deiLxJNDkb8a1zb20ptFNbnKTzvcZS6eeemqzR7Nm9gNZ1CVvfN4ejmcu/WUmrQM5k8NmJwHj6D0yO+ezdRE5ZhxDDYsKYM53WXmZWBuS4iRUocWc57GM/gGUxqa6q/eKUj5LQRJmvAY2gZ8UXtr885KU3TzjBiXQrQ2vRhSldcL4LHfuZF07zXV6QuRslmUSD4hQDhDBO8eqoXgBFkpaS328QxjgHZtbuIiAUAkExLAKfZaibR9j30cUi1dK1AkkYRxgiXIhnNyDgABOAKq+67q/z1MWQF6Oq+Dt4uEYyqvmF1gC6B71qEc1gMhYWFLCTYSWsRoXgagnECBCibln2zqmcOItiRLlfWNJO8G+y2tGiQIx5t+8AzDALJDY1cxt02lSeGdeSguDLgMKkPA3e4rxUFYemXv7DrgFrKJc8K7vqW5DeMgrJ3iHKDf5YfhB2DREMdqvbQDLm5pGd5PIHjCmSWHPnEq9y/TFL36xMdgSMg/ZjznCIWSNA1TaISKe5PJIk7S96AMwZG68b8ltmkSpUMNfXZ/FT2QjWUZuDKF9G0IyWYRbkm8JWe8JDclHYI0OtQCGUl8Piv1Cnh1ajwC0iWwAHgoCj4VNYQnvULypkqBQKX95I9bKRqD0uEMpK0JMEipBm5b57fyaZVEqy4zV9ZNTwcrxDAQyIJZEVpsbKPDcKjSQcQvX+I4cFRsWL85CrskiFpZyvVNOOaXhL/cwjuSWyKOYRIAdj0gOzjOvlGe74mkaJZnS3gFWeMbkpHgfgFBeSdFY2yhQnjBAp5374zsAXkAPAnwA1b5cDM9uzVWlAZR4hnu73ZNkPxODoU+mUSxAhhwrc9zVUyWGQsieAzLK94CFMkEcAZX4u8szYw+lwsh1jMGaTfNK+g4exVtdHYLL/kUBwbtKZ511VrN+bU8Unfayl73sAv2ArC2QWO5vc07Wlp5N8tf6tMP8uTYDiRfN54xhUkJ4DhB1fQZXV1I4XrKPrdfQjtz71gOTkzMpmF3rzripRDASShRbkmkpNP1BQqXQYt0BCulbIj4LIPBY8M5QtoSo6ynzjSK0kYQ0KPNlWrKAgpwWoCA5LywGfMSDZAOyaowxibmlIiAkYp36e1zpFDpFPSkBroucLu3+vFPyThJOAgzkn0hU5rUgNPoSYs0ta0c+DMXjs/JhuKU1JmM1e650NZ5G1sRaWTcAKy3v3YfQS/KxsQIogEqXu5jQdC1AyLMlWd56MzK6FLG5ptDwWcrv+7on70ealJQJePR5Kuyh0nOCAPQovFIRUmYAvj1BxqZDMPDTxT/pJi0siv8AVfw7LTeNgsM7k7w0ady4H4zG7373uwd1Ida2wdz2HVpKfvHYWCcgj7y0z9ryx35yrXb3aqFIezhhW3ueV5qx0DXf7pEwrmuRL+0EbnLVuncVHvTRvvXApH6+gpfVE4XOxQloCNVR3jwHyZOI+7HN+JR9hJmQkc/bIJQ9wZReJkISObGWUCWINX8b0rl3KPG02LQ5OI5CTmmm94TBPBvXO57Kqb/GkxONWaGEh79xu8v/8D2Jmp4nScdDiFI2Bs/Jmimbv1EgSoONlydLOfUkMu88MfKReIOEUSMQKR73ATb6EgXbRIkBGMJQFJ/xqExKXwnzY92Bi75Yt8+kBD1k7eVv8BZ1WYU+73pAG1c4oFPBy2rIGlsb/Fx6+exHoQvrbc9SjAwPSqlLsfEasMiF7dOJFficRvbdtBATix8PzkoBXdtCl+6o2CNrJ3keGYD2NMMl1ZNdxh6vJoOx9HyaG7IrCeYoXc0B0DYlHBzAkiND2n17yNGhybuj/e6BqbRagrghcpa7zSVcYpPYVJQtAVQeGkfoEWKYGlABWiB2ygrSl2MBOBCILDlhp1gSLC1ClMXhMzk2YFlks9nEAMgLXvCCg4SFTUcIEKbptWAjG5ffjROA82wsD2M1fs/PG2FjA3OSS3lNzM8soDoghjudcmdBcesaAwVuHcwfb1fbii4JmPd5oSjPQJEAhECNcQJCQjPAZ9nBeBp5TgnwgJE5TJl515k1JfHSEJplJUoauHkO1mPbZW1swBJe24aO154P71vDZYLtvaBUXFJcZRM1ShCv2CvCuRRSX9ECOYAPrCOgyZuTMAIFuciZaAH0s85runUDwjy427AuX//61y8ABsz7pERY35GnR+6a8z7QaF3IY0DTd8gTcgHPtvcfsMPozDllodyjBEj2NVlonPmsewBjQ49sQRXAVFoJUYh6N7Q3Ubp2hlgBNgU0Dyjw1EQ5UnqEHyCD2W0YSha4IdxSlkvoEDQ2EHQv7AAQLKNEVtgIwOB9MC55UvIsbEaClocCYACgeAWMMQ29CNEcDcBbZOMDYgFALBLCH3ABalip4sqzWo3mmscDMADiSrcuDw9lbnw5XbuPfN4YeZHiwvd8kqIJIWvhWtYMEJGnMKQjrDAZizAHP5a9evqIAvPqOqW8bEdA4AG55twc8jxtg1cVrwudUASzCOxNI3xl/KXCwoP25KSjJbK3ePvsLeBFOBk/yZUZ2om1j+zFeUJHADCe8l3GB+W9aMXiquncc8+9QJfhIeDPvsqJ5pOaJOb8qOT7WeuuoggGJSMHOIm3xb4Ejhg9JZHVOpKTi/Zsqtn6+gL1UQUwlVZCQ5QItA68AAAUJKBgIxIe8dIQcgkJpHsrZS2GChz4HIXm/3JmKDzKd1n9PWzKMkfH9Qk0Y6OECV+KVik496nxUNY+Y0NS3oQpS6NsvFYKEZtb8iKvB4+MDT9r5YT54bI3jih88wgM6RLMZSx/xHX7qnKMuX2ejHXU78V88nrw9BBeBBOw5bqpQphElMIszcTMs3mfxEe8F5K75foAL9uS64DvjRvfLrs6bpWEt3NsRRRkvCVlzgr+osSAYfu6L3nYd+xZoHiZbf7JEfto1msC1uSK3DLfX8QDNJRiWCDhGAbGrHw8XvBoCaG2IQeYxkjso1SPljlR5DeA27WPE37i5SXzeISGtG8oqQKYSmsjAIBwI+QSAiJEhDv8jccjDa9sDhaAPBFC04ZLeAHTe29W5p9EwBJPi82oVDruT+CAYCR4ga+c1Au08IBQ8gS38QI0EuNY29zSNnMXeEj5qe8Lj8hZSThoKBlXqnCUMRMYvk+wafPvfcm5wl2vfOUrexNnzSFBVd47n7U+En4BF58hOFlc6Ug96dA/zz5LWGdSw0f35VnCI7x829TjA1ClMCj0bQhzlRTrutxnFBa+CYDB60LH9kGO4WBd8zS2cyzsMfuhDZqFEiadLD2NKEPfn2V+gTOdpRkT+HmvKpd4m3IaPLkHfE3zXC2bDj300GbdpuWLkYXkc19BAL6wzsLqqTiT/9Tl3UneDllK9k871qKPKoCpNJhypkiqidrCbBYi9Fjz6SNAYVP6lCUBYrNgckKTYrTJ5LVMyuNYJlEyxsZrIElWbgpLSfkmr4vn5vUhlIEXIIyCJ4xSAcP7AQh4qZgQMqBw22XDnhkAMB8SWymDeDdmicFTBASM+2hGl9wDip4rHOjyPDwxBHW5dp4VuDH+lLN3HRIHEAFInpnrGR8QPnpImA9hgFSghCiznJczhMTzWcB9Jb+eA28Ix21qJ902WRf8w2vUd+DhJlOai7W9Gp7Lq/QueUbhUHxg/+KzdKAuiecmB1SW5Pd55Uqs/1lDERLe8W5fSfaqqHxOBoYjPoRsprXxXyZd4hKXaIyuMt+sixiPZMTv/M7v9IKdHKmCvwFUsq/reA/v0yfWmnyXOuDnrPuiAphKU4lyw2A8DhQ55o3bcl5BQxgSapQhhqfkCDheiwAYIEDiq421l1a2MRgT9z5BwmoGuGxgSppFQXkHcCmX5ia1KYETAkFvGs9UZukLiTg+gaBqZ9t7PoCFp0RSrsRfoR/AbpZKGkofgKIsy5PAjYNiMbeeRbKu0FDmlQAHgMy3n+4PyPB0EOppOWBdWFie0dzgBwmbxkh4CY3IjUkSISHFg5YeOMh3J5WMez+nRreJlUphAmCrAC+pQFl29RIrk3VtzrcNvKCus3aAfM+kBDpUHtJpDoX3kojfJn/v4gEh5XnnnxfTOGcJwQLXZFFfB+G9IrznxWDaKwBzyPly1r7iqe0ia2wvmid7G9iZ1ElXGJuBEfnQFRKzB3LMiM/y0PpZAUylpYEWSiztx4UnWLyzJrTlOHfX4UoGAMoSOgJPvw+WBzAjSReQWUf5qw0kAZgLmwVJ8HpeQIQAz3kiEop5JihQ3oeyOykCEoAUfVR4IgAHnhublLBwXa73diIrEMTClTQr9GSOWDy8NkPngxUjKU7IitJMAh4hQvg4CdZ95NsASBRqDimNIjKuuN+tm7OOJO6+/OUvbwR9kv4oCvPglV4SABCAw0NjHoA84KlUYLxAaWrVRZ41ZeWlJc3LwwMIvLQ9Q8siOR74c0hOwFAyZgmhYvzbmrBrTsrSYvsAf+HzhBTkLQG99m/AgLUsvZUl9fUVmtcoMj57d1YvivWxT9ad/O25yZ1FwmezErkAMMozbHdEDpFbiiJ4Uuxrxqyii/Znrb/yecDE+vOwMZbK7r4hezt8kwavvHW81rN4nSuAqXQBwoiYlIKCtDHVtJOS29+PIsD8BAPG52EgwP3dK31QkBDLMhP5ZiXWBQUJxCBKWoY+wUsIpxGX8Q/pEklheyaCgSeHRQiMEBI8Mbw6FHF7Y/PUUJ7CSUJmrDHfAzji+ZpG6cgLFBIGEeg57RtIMw6ARgKdz5v7LnBq7VwL+HQ9bnbr2u7Si1eAId4Y3/G8hBfFzeVcEoE5iYBB8w345dwWJdjmxjzMAqKtn3AcjxAwNOm7OTx00hlSsxIAyKtmDrf5RGRj55VMEqd9C5QHICN8AZia6yFrtGwjhRfBGs7SQR0gB855ijaBJlUDTaKrt44RGErWzH7rk2n+Dlglvy2eXECxrRMYquS6/Q206IZt7/HCtD1wDJQAGLwFINEZM49/5m/sA88Da3I/ESHL9UqpysIXBsjJxxTRLOAFUboAS45Yp9AwKTADZVPq7gOpq8yRr7FOAQJICe3I+aCE5X9wf5oTAk5yGWVvPoa2uEYUJmGak30JdgogXgVCp03myb3cJ1VZ7v/IRz6yUQ5DiefDswBC5YnQlIb5BkhYSYSee01ynwNtxiS0ZU4IKUClXerqOsBazrACOCRAz1MdZL4IOMCFMtQ0Da8MBS/c3Mo0gQf86/mAk0nJwfiSB7AvSXFWci/j4JrfZvCC0jbAfqbUrL+f7Uod/FXy2zTigZ3lyIpJFO/uLJ4UBgsjzXORWdtK17jGNXpP9p7mfeJR7qMUR+Ta9nKMizZZR/ItSdn2q32XY1Xa8qkcL+BWk3iXQDktV6fUbSnLXIRsWvkSFFnKfqHsobFIAoMlhklzArQ5FJbIidJpu++zFHq7ymUdZCwy5I2XpSB8RWkau3VnMWeMOQp+HmKNEC45F4iLmMXD4mDRdiUb+hzvjGRblRHWhQLkdp1U6dOldCh+bl1hpdJlax0e8pCHNBUPXeXdXZTW/ASPtRUKI6DaoQHCqd16fFYizIAhBsWsx0Hk1GpzzJsFBAEn+BQQ6wMbFG/pUZiXADyg1U9eu2lN+7aFKHtWshwxQAXQL/ex9+wTvEEeWLeEi/tkqbVBPsvjOK9XJvtZuHUWuZ2cNWHPaZ7BTabx+T2x5vkeMDLJu2uNyfHoBGvclZ9mf5UhUt8j39KtvEzYpgNyBtYiVAFMiyg0sf79QrwKsxx2h5EJMgwszJIqG54aln3aRPNqUCQs8HWDla5n4G2yqXJydFycwIWxl5t5kdi46xCqPDzyNpJHAIzwSLGAuhIcA3bMIcGRU6t5iWYpD3VP8eqHP/zhjXXE2oxHDfhod/AcQsaTnAEVT4CNsNgyk2pTbj507pNcLG+LB1AYiJA0PqAPUIsXoQu8aCY47QDBIQS0CPkR1ntdDrtqEr7jMQFgJYi358rc5kgKYMLv+Jc3sy+vweeFGVngi4SUkhs16wG8xgiU+zmLh3OZRJ6an0XaQIznBDDkuH0zqboTLws78+i6hzXtytOxfvg/RNb5LM8zOVTyC56QW5lkfjKZATGrrD1kvKNuBhZcTrKttBxSKpxW+ATOMg9K3EsigB/0oAc1PELxRqEniU2YS+imrwX6PCT0wisAzLguJStE5Kes/T73KaHKCyOfhvLgyZFsOytY8F2etriaCXrgRRLmPK7bkgBZSgiwCkjaSyL4KE33dX9WoHkyv9zZ7T4jJYnlS7YWwlz09Pn0EmF17hp4mYV4zYBzSpm8mOVwvnlJTo5w1jyhOvueZ8mY+zx0qyDKHo/yaAEvi+Re3frWt26KIebZe4wjsnwSFOANJjcADffpamgn543sLM84k47Aw9t1bZWajCHAh1xiFLX77zDuus49C1UAU2kwSXab5ajzTSJCykawweVC8GawIgCIhGV8Bpjh/mYZLrMxHhIyIigIWvcVuhLikTxM+csd6fIQGCuPDUHgswQtz9Y84yMwk1DtWmUJ7CJkzlJWm9DVUM9bcmmGPA8gltwhsXjeH8nFnocXkCLCp34n/LoaB0ZhEZqsXx6qRUFcysUJ5L1Q2JUuqGCB8Xm8ODwQ+Havzz7Ch3QUmWT82jHMSz/0Qz90IG9xFSQvlJfyJS95SS9IAoR4mhlbdARQ5fl0Nu6CGWlMat+mr1j7cxXAzMFUOYOn0sEkcQ8jq0SZJRdj3WRNgQDhBZsmJyJTODabWGwOkaOIrD2XZ1+Z5yIWuqx8VgoLxjjcjwVmG04qswU6AA59YbjneR3mDXkIqxDauupO6zchPi6nYahnxeeVXb/oRS8alAzLQhfOA3i6Gl6VBLgAfRQVkAJsEpSAj/wJeS4sPwBiEsjmIeARM3eE56IhTs/s3qx/wKmegL331NflegjJEcNT9qd9v46Qd6oV5w3DXur8YxBW5UEiQxl+9tYk/jYOssVckmXk26zHoswCYGoOTIdLGYp06vCOYru5iSteUuQkhtpEsqkoSi5bvSv85MEQBlOlwnVbVloBsISajbfMvA6giaLmOdBNlpI1p6lu4klQ6dOV2OszvA8sLTFlJaOEHgA2K3HxphHdNAKczIH7AXaE7CQrNR1Np4EXgk2yPOBoLSbNM9AZV7twG8Bp7YyNgHM/fW94B7m3p5F7LatpGe+R8BkvzjQAVml1NC94oWjxE95mGDDM1gFggPBZulW36dyexNplUfpITdOJ5NiQPbgsqmXULaLIWI/bAF5YkjnQcK+Iwtl07wvPW8r89BGhKFWkUJoUPoVnfYVyAAYN3UpvnWekDMVol01pvS8cRAFT+Cwa4SU9WibNrTAT7wmPhetQ7LOuPeACDAChQ078dR/3lcApRwRoMp9l+/gQy4vw54WYRtzLQI7kwUlCm9eM65r3RyWVfBvPz1L27ObyAQ94QLO+eyk4kTnAO4so0EqLy8BF5B+DVUKyPUhmbIPcXxeNN3Buqgemgzb9fBWKhzUqpJAmQYuWre4KASky5ilqzdXMleqoHE8g2S8hERuS4lFCLbQDzGSTmk9gQYx20gms8xIF7FDF5HPwLEzLwGelUeLCeNzFnk0uzTTgUxLPj+vIVwEieJm4enOgXMn75ss8JhzDa+HFUhXKkXTHEwL8ceEL63iOSRZswniSXKftM2EyoT8eMnOjuifnSqWkU5Kg9d3rDrfWTd4CALbuFvT7mchBvDDvGUb4mwcGD/MwbLrsr3QwVQCzJcTTIoSQ011zAOJeJp1tOgkN8WikSySLnGIOKGGtcxXzfHD7y5tA6TgsxquRWVleKZwo2XcVeQ3uMYvyI1yFl7yEnowNgFX5AsRMa68PkABkQIYcEEDAcwmvAXaAEZ5KczKWbVdibaoQXAto8X2f4wXpS4Z1bzlHAJcw2hBFAcDw+pgnxytIuHUd97TWPD0BXntJlB5gZc5r2Gh9hBfwcfbxPAT42081b2k7qQKYLSAWK8uZi1OioJLPTeutsm6ifClIHhVKjTUFpPAWADPKon3GvAEkwiCstngu5DAIBwhPpKEVsCNpjadiWvLaXhOPhNwR4RUhHuEugthz9/EGICcUxLMEcPg/AOx5gQVeGV49z+k6aUDl1T5Q02cAGd6ZJL0DL13nqVgD4BswkkMzlHfdA1gQ7gKYWMo8N7wu7rUO8AIcK9nGDxW8rJfks01qgz+ENqVYY9FuxOM5+8BsO9UqpA0iIQHLQVB7CYd4BgoibenXfeDYJpGwBVe+OSLMrLn8FmW8lJz3VRJRvpQoi53lztNCOQIvrOiQ+ebN4MkQGkkiKvDI+hcu2DTgyEvCO0GxU67mQchlkmAm6LjeeTIAGGEknpyAOX+T3KyDrOvq/8Nzkj4vXVUHvgNc5wRq1zMG4Dvj8/1Z5g94ARb06rGm7gN48hwtq1w05fXWehpABfDSSmBV5aqVhstK+9ie3nYVZg8JewthL9K64S53uUtjiO0S1TLqLSAAhYKlJPTTAFYoEwpApcjQQ/z2k/CiSCR0CvlQjJicsqOQWGS8LuZPwiowwuWvzwOvARDDm0WZCh+V5G+8GRQyRQUQAZO+77oJMW0a/yhdBi5yfIPTrIeABV2HfScnbAMa3uONkldiH5kj/+edAVB4UVLBJPSkvF5llM8FgAtzAtsAJpA4a46CddBgjkfNWvC2EPTl6cfLIM9kvIyDvhOo01kauBX+AtQ2DcjuN8JfQsGL9E7ZNbpLBTC7Q9sAYAhpykaJKgFpsSjbRTuC7ioJAQF6iNcAWOHGp+TStlqSqJAPAOh9v1Pwck20Gh/i9nct3gzXE/qwJjlNmpLexEZlknopeHMEZABwgMZQKlvxa/LmGhKGgRB5Bjw7+JPyPuKIIxrvDDCYXjplTktCnoAHwNfVdnyIME6JtFwfYHKWIxSGkD3H8pVMTQz2iUKVbKqvALFl9waqNB+RA4DsvMm7pZcPj29SeHheutOd7rRzfYhqH5gNJMqCW56CpBwoSC95GrvEfMsiII+1xePC4upqqMYi5tbnxaJkWey8BgScV/vU3EnkWsCPl9CRCiWeBomzFDOSN7JJ2B//UPRAC6Al3JHTptG0sfp7qox4U4SQABn/dw0AjlfG3ONTCsTfAcUSvJive9zjHo1yUR00pNdMm1zbHpGcKUzIM7SqSh/VZpO8KfZnOvu2vXWV1kdpSLkoqSQDsufh002jL33pS40Bsp/Cm9UDs4fEQgZcKGObj3XJOzDP+R37gSgxgETnWvM1qcoldPLJJzc/sTXlqt/KMtz9FDPhIDE4CakqdpZ93MCibnXKFsjgQWK5EGosTKFJ/DbUG+J5lUorUQWOAEJAUijN83vx8uihkcMoeRQlFQvzzNt9Myc5A6ppzmX9VlHeChB7hj5gwutkPh23sNfnO1WaLBcA7EVb/5O9Rx55ZBMaVnG4Duo7zHUeuspVrtLsS0bHfvHArKSRHYvtwQ9+cOOiTclh6XanXJ7ylKc01k0S9QjJkli/p5xySjN4wvgRj3jEUmPfe0kYyzNKOoP0lbFSrHHJV7pgCIfHgyUPNBAuLOBp4IVVZn6F4HhfKO1l4XO8RzA4kdV4jJEA3CQCTniJeF/MgXwWHhlJsEAAa1OH4SHA3vNKKvR9ilyXYKBG6AiQyZlEvDCaiTkoEniRh7NI63Cggsclyep+rgK8qLpSBt5lxVOQwKDwmDBaBS+bRfQKA2LRFhK8e+HVdVTwAOfSB5YlR654xSvO5GneBVp6CIlFIwmS9aZMkzAFTgi80DOf+czRb/3Wb41e/OIXN4LiyU9+chOL5s7NYgIvBJm4Myv3YQ972OhRj3rU6OUvf/loG4i3hfVGgXp27vRtPb15rwgAoTQoSha/3IpZyhwlk+IniZaUNcva3C+zSyqFKhcDT29iuM8ekpALVMjXiIK2lxgR9hJgCAwCG9PyrQAZ6wCcyAUBVFisACUAkPOdKHmeikXLUoHEVc+rvXncccc1J4O3wZF5EyakJIHVNMyrtDkk9A5IL8oD8qzkxS3T0JmFGGlkHd3HqF2UxuNx493f9E7pGx1CetKTntS4kDFGF7mdqoef/umfHv33//7fm/d4IlSFaOEvBECIWVzuaQmZCAAQ2+cS9/1NCyGxSsXuAba0eFd2C9DtaJRuaWQTmzs8AHQIdcwa9rHWUUqUNiVuLShsfLSfiCVGKHKxp0MtjwNwEYWNRwEZ+0nMHABpK3Of4QEDxAlGnlXrYr/6W6qyeL22pYMpz5mKLfKpy1PE+AJi7N1NBKj7nRi4jBzVNouEhukXPE9uJ39urykHk+Z5FqVLXOISTYh7luT9Tac9DyHpQQF0EBLyF5SxPu95zzvIzU1JCamUyoeQzMT7KWwU8IJ8nvDpK2PlTgRayteqCUjxjA996EObEsskH2oCxv3O8q/gZfKGE4Zwlg1hItQh7DGrYJI3QRk7EiAeB94HgMg99htxI/Oa4Ek5V8BGG6DYLzwmgI2581leh5D3JQUzGlh0gDhvjGogFitvYsDitoAXBNjijTZ48UxkjD1N/lTwsnlknwvHL1rG7jry6vAw5bisHJRZyR6kL/xcRhjp3HPPHXS+2S7R0gGM81F+7/d+rxEUFMpP/MRPjP7bf/tvTbgIJWEuh+2FYn3nM4BBSawiMcu+hLunP/3pDRDKi+W4SnJ9+QRi9kCZ5ybQ5Ue0gQvgBRl7hv1OFAWlqhSXcuQtePWrX92EZOaNaXMpK+kt84lci5ADiPYbpaLozDPPbHgOn+K/tkcSsGEoACYqfgh1YMY+k/Ni/pQY+7v/+5kybUm22wbOhcC82kYQnmQN27d6wdRmkZtJwIbXoqXscrroEeCBHF8WWHU9skholVd5GgFO9pqfOROt0my0dI1K0PGc/Mqv/ErzOw8Mq+33f//3R6eddtpoVXT66aePnvCEJxz4nQdm2SCGoNNvgxAn7Fi5XRZounvaGHIweJdsum2yVFdBwIr8AuEIyZE8BYtWCAG++h/IV2gTviNQ9utBl7wu5sDz865IuCVYhZXk8QDWhKd8AOEhISYhXEIV33JrWyNhFeAcwPG7cO42NXJjleI7vMDrVI49VU8An/LwbXqu/UZ4N12T5yXrLU/OcSzWXfhzUW89/ko1op8MA8YZw2wSyDcWnheGheeq/b82AMCoLBJfLImXIgqG8kesZZ8N+Z2VmM+0E5Eof6Ah328TpvFaNhHyMsUJeTkV8ikI8L7yWSCHlWcOeBUoCNbqfssOLzeps3coRxudouSlWgaYs97KIIGhrvNQxLXde78CmBClDLR4mTNABPCTCEmYE+LWKd2KJfcSqOYuHXUBdzy8aO7BOohBkQaEpbVtbwNnZM8iBwJW2hsi+3lWF/H88Y7gYz/xfxlKpKcA2aEACdB3eCxdgJfsL2NjLPB82lOT5Jy/pbBjGVVQ3/ve95rrdJ1Htqu0dABDIHDnl8QtqysnIhAxonyHABYImFtXuAnd7na3a4SqZmEO10OUHsHJm7EXBBkbJ8ENOAmH9QluzCvkpS05ZgZc9AjZjxUMOWdHFRGPi//b2KtowS/niNXcV+ZqQ/ub9dk2pbsqogCU8PPGAH8EHUFOGPt/zjqyJ1mQEubtOSAGcN9GwWjsXQc/ki0AnYTdSptPjMO+4pAhRA7gewYl74s8xTbxhgwFMHQUL3wAAwPX/xlpsxxaqvUBo2JZdEgFMPPT4x//+CarWghJcqaE1uc+97nNK5P7uMc9bvRLv/RLTZ5MyqgJSrH6IGFJhY985COb0BNQ8JjHPKZxbw+pQJqHjCuHAkpgJPQoXmXcXTFx3gQAB3ARvyT4Ken9VMLWR8KG3PWUA+t2FY2VJFu6B6U6iXhmrGn7EML9TtzVrE2hIvOjPDqncLfXksVKceySUKTIHJ2gfLWC280ncp9BuMhaWXOhfO0Wujo74+9J1weAeNcZtzyYaRmQnlDSCeRD8qrMslfIqGXx4De/+c2mcGGRE7q3isYroDe96U3jH/7hHx5f7GIXG9/whjccP/e5zz3o7+edd974yU9+8vjKV75y85kjjjhi/PnPf/6gz3zlK18ZP/CBDxxf+tKXHl/mMpcZP+xhDxufc845g8dw9tln46CJr0MOOWR8iUtcohnjqaeeOr773e8+vuxlL9u83/cdf7/NbW4zvvOd7zy+wx3uML7Sla408fP75WUOLnKRi4xvd7vbje9yl7uMDz300JXd6/KXv/z4hBNOGN/oRjea+lnr++AHP7j5ue452uTXFa94xfF973vf8WGHHdb8bi1/7Md+bHzXu9517WNb9uvmN7/5+Pjjjx9f8pKXXPtY6muYbDn22GMP8Oa8r1vd6laN7Dj66KPHF7rQhQ762xWucIWG16fJrctd7nLNZ0t5YnwXvehFm/Hd7GY3a+Tfve51r6ky58Y3vnGjA/1/WfvsZje7WTO+da/Zsl70+CRaSVmMNs9ek7wdv/iLv9i8+ohLe1VN61idULNmZyx5nhahCAmPfRnp3IOsVF4FlS3V0/KfxGslR4gFwfLgcVn2oXslsXR4Bdyj7/TgtkVibSUALtpkbZeJl0VMnivbHmChsuR2LbzCkpef5rTuWiq9HSQfi4xepCMyeU9W4XGekrbHQ3jK36dVoHWdmcTbIkrgJRyEVFrSgeQUmdilL3hJ3FOKgmpA+21RGXXeeec1z7pfaN/U9UqqCpOqTrIpMJsk275DwTACsCNXR+4A4GIT7XeXs+Q0gE6uEoEgvABY7MVhd0CkcBD3v3EMUUK60Ao3WeddCoMsk8zLW97ylub/EhMdeyG8sklnPS1KQgjC2/LTKnjZHqLcFzUY5cuRVZJ328fWIIBdOsOy8uUAF3KKjARmJL+nqWT0kTCUv59xxhmNYayoRTuORehb3/rWvup9tS8ADOa4293u1iwuRhWn7GuGxDskN4cHSOWRzzhEcD94XIAQG908tROxEcBACShJBQpsSg3O9op4UeQbEQjAyFDlyrtAIfveLh10tgoQQ7Aqc3ccw7aePdZXSShf7TWveU31xG0RyUeUcPuKV7xi7muQW/JetAJQacfzwQACKNJ7ymfQMo1TgIkHUyGDk9z/8A//sAFQZBCDihH9whe+sJG3koHLqtx56eyzz+6t1N1F2nkAoyqKAJMZDhH3nUfkM0CLniLKboUdMOAuWaB9VB5e57nbbbUBG5sQcBFmY8Guo9mXMRoL0KQqbag3xecoZEcNAGb73YM2iQ/0r7BPdumQUWfecNMrKNiPlYHbTDzg1myRgxvJdi+ed4aPJo3Cz7zIKZ8HKEoPybKI7JGmkPswAAEYhhjQQo4aGy/TMhJvv/3tb++rbrw7D2BUVkwSWhQixUhBW3jhkL6Q0i6SZwZcWN569ZTWKavExubmVGorpLDOAyltdKXZmpHNCqB8ntdoX2Xoz3k+DJC6C0RBAd2UiPO1Km0fpcx9kZAfI1QPIN4P1wFkKXoe9oAkHvqXvOQlo1U9g+qnNI5EQkWRYRq/AlcOP16UztlnKQ47D2C6wAtLE9NyJ1LgLE6Hai2SJLaNrlkKy8ahsMrEW0pejww/gTn9QDbBE2Xz609C8MwDQnhfhBL09Kl0MAHwcl+s9S6QcNF97nOfpt9UV8lspc0n8kfSNfCxKMl78eKNI9PwOpkfgMH7sgqvMtBib6XzdYCYiECI8cgoW8TLFALWhab2S++rnQcwIb1lxBgpYuBFYyu5LVzL+4VsVHkghDsmt4F1FsboOf5A/oPmfYQGYLdJm0AFQPsMrVmIkHKNeQHQrhIvhbwvocFNAKqLkvVVTfWRj3yk2ec1cXs7SX8iBssygQU5Bxi5bmSb31dlvPL6kDk5YqArr08+Djm8TDpkCZ19t4F2HsCk+yJvCyaVjEtxb5JiXjUJBQEnRx11VGMJJPYawe5v3Ji8UVprb4rHpU0EgVjyIonDX/rSl5ryRgl9+8nj1kf2BlBozXdhT9jvxxxzTLPHSyu30naGAOXkLUsWyTMhQ1SilmkCQMSqwqaARNo9MJzLMmxymWGtM/AmytttoJ0HMJJyhZGUiO5HqxsoEQ4i2FUNlaXOPDEUWGLDb3zjGze+8sRGX0TRUmpa6XMh71qPk1mJ5cdTYd13AbywpJ2mrctwBS/bT3hymUaG6hzyT85jebQEALMqY0auS8JGknnLMFGqXFeRPLxfaOcBDEtsP58CTeE7ebW0CBw2phkcAKO3zStf+cqtsAByUNmiypYQSzLdLhAPWsJ+Q9cRsJWcLfa+C54oPZ5OPPHEJmxUT/XdfgKsGZzLlN0KNoAFvB8g4f+Mu1VVp5X70T14f0LGsIoDiPcT7TyA2c/gpSSKH2BxMB9LQEIbYb9NXqnEdZeR07BLvUDkr/CkEdC8bEPmR8gQ4BkK5Mx9mYS4SYSfnaOmtL56Xraf8BkPqW7JyyLeDmCl7dVxttFe5UFK1pWHKfcSDW3EOSt9+3xgtM6K0b2inQcw+50IAzkOSqXFX8VbVSApKa7JjbtBQAgPBJDhRHRlopNIaTx3+pATwl0XOOK10x+o3SNo3SSvQNhItdEu9a7Zz4Q/8VlX2/55CR8zWvBxmf/CI6PR5V6QUJV2FCEAA/gGbJZpaJ9zzjmNjN8PAGb/HJqwDwnav//979+EF5yqTchjbom6FbzsDknI1uck8X3Cuo/87fDDD29KyaeF4ri7jz/++EbIq9pYpkJZBmkGJiGb56WCl90gIFz1kdD/MmWUlhGMNlWYpQdGUUfpBcHzQPEqiAe8XYBgz+6nzrnLpuqB2TFKObQjASizXaq2qaCrmwBSLncVZuLset2k83Ri/YALC9CRCn/8x3881TojxLU/f/vb396Ag70452pW8KL5mOaL+8HS3C+kUkhIZ5nFBAk9A+F4JSCCl4KMzAGMQA5jT+UTsL6ovLHnXJ/XJZ7wdq6NJN9JBkelyVQBzI4QV6SjECgvZz3ZqLtSGtslkCqY+X/E/Uzosh4JROvP+ya0grjIWZmO1eCtmHZgHPCrcu1Nb3rTRvZJEgZQXah6qoKX3SKdtpcd0gEiyAxl2WWOFM8lmYmEcRwU+/rXv35pBQ053V0DTfex79ry2L5ctoF56KGHruWol3VQBTBbTtySNodETu5QYaK9PGCx0mYQD4n8F11ngTteGUm9+kyw8FiXrD9Apw/85egI4MWhh5soBI3PswiJ7lIlWaX/JF1rp+VwzXPOm0ZxvCvxtiD8DbjYIzyOcmSWWY3p+u4rh8y+BCz2gsbjcW1kV2mzibIhyDXoEy92WOEuVdb0bUxWjWqCTVSu66QI49I7xeLzwivc184F6wMvhKvDLh1kyrOxqeCFh3Eb+hVVmr9L7jLXltfFNckMx6aULSXknmgjoWIHyFnFeVnOQHJtwGivDlk899xz9wwsrZtqEu+WbXBKCmhxoioLm6WsKdOug5cQq3tVSXbbTlzRLNg2JT+mPO+q7bY/4YQTGgEuXr+J4MCaCxs5UHQTx1dpcQI0KN9lhr0ZPJLQ73nPezbe6RLAAxV4ivca3yectApadqXRJPrXf/3XZk/vB6oAZgsoh0+ykI844ogmFODcGu7JTbSUV0kS8SRwVrogCRtRAiX5XeVF6TovSUPDO9/5zk15vd5Am0hCYKqN3vnOd25V36JKs5EEcx6RZZJcMDLTESTt3BqKnjdPortDHlfRQ0hBBZm1l2Gd757vpd4PVENIG04s6pvd7GaNm/ODH/zgvi8XFUt24GRN5J3uOjZHhLeqo3Zsn4DjmSHgzzzzzI1N9k6HXQCrtlzfXUqflmWvMWX+nOc8pzcZnQxhCApPrsIYVPnn3nt5OvQ3v/nNxju/H6gCmA0lx8jrlkohEd42QVXY/ylweKCAGNU2lf4fsfRYfOUp095rzxMwrL+Llvtve9vbNha86J4qtIX/HcJZaXdJhZw+LcsmFUDTCP/7HBBlv2w7fXsfHVFQAcwGkWRLGeuy5W1mLnPMWIHLwaSS5sEPfvDohS984cYq33WQksyEjPCSJEUApYzDCxlpFMbq3OQzg3SO5h2qxwPsPjHShMh5V9dFvNxKqJdNDAoGRFf4SAWpNgDLzukaj8eNLNjLvJt1UQUwG0CpEtEzgKWpRLQmKvYTV6/4tSqsz3zmM+sezsYQweV4AJ4LRHAG4Olx4fRp86UaaZOBnzJuPW3keVXwvvuU/kXrBKrkrv5HcmWWyXPpySJRuO3dUYwhvFuSUJNxfO5zn1vovuN9UkpdAcwaCUK+xS1u0ZT6sT7e8pa3HHTceqX+zWmu5EbwVO3VWSbbUqXV7o/Cq8crw8LcxMMYS7r73e/eCHrexwpe9gfxtAHb6+wYbl+o3CGTl9kLpsyFaSfJu1fbkADmFg3/HHrooY0RIw9mFc+ySVSrkNZAGOyoo44anXTSSY2Lz7k0LOMKXoaTeZMb4XTt/WBpDCHWm2Z2baIYVFtsOniRs2MtNTLb9LFWWg5R2EKa6zZCeEIcHyC3Tr8Ye2lRwsteQApQDsS0vT7tlhDAy6J64JKXvGRzJIOjEnadqgdmDwlDceXbIBqGaT5XBfX8pGIBkBFKKk95XTcFUO21B4Gbun3WCtKheZNJRZRqKfPG81Jp/xDA8Gd/9mfrHkYjR4yDbCaTlxliJQd4W9qyXvdsLSHK5GXeqEU7qZ9zzjmjv/zLvxztB6oAZsVEKGNKShaqx7TLPG9jPxPBoDnVve51r2Ze123FlWf1qKpgYYl/AxDGtuqEOpaspNdtI2FUVXbLbCFfaTtI87hNMT6UHy+i+IGU9FRq56Akz6f97OUhqYC80I88nEXoe9/73r45I6wCmBUR5sWg3OIScgnnXSjR2zSyWT/ykY80nTZ1Je7yQOw1pUGWCgRCSStxnje5KVqL8xytwjvj2dvuZ/cXZvvQhz402jTi6hbyMk9OTa+0v0iOBp7dlUoZz8EwlUtjjwsZpRijq29V+3DHZfa2Ouecc2oIqdLshAkpKyVylAnlWruHrpZ4N8SweT14ZDaBCKIk0wI0OQ1XhQ2vDE/JqkNM173udRvvRnn+y6YQ0KKztHXToHGTq6IqrYaA110z6nhb8bWT3LU0CDjrOiG6HVKiM5blmf+P//iPpo3CrlMFMEsiCkpZHGv77/7u7xqLdxuTcteVv7EosXj0OAEeN7G02nwSbvqy6DnBK7JKYOHQQwLU/TYNQAulatLIXf/Xf/3X6x5OpTW1juCB2STPII+gs5F4TRKOJstn8epqiCd0rPJPKDnnj6VL9iSdwHOzrOM8LnnJS+6LMFKtQloCo2jJfvjhhzebksLQaG0vwcsyzr0AXLgcPYuNt22VPSw5LfHj/dpkArBUCTjfB/8skw+AFkKYMJQkvmngxfPe//73b7xTf/qnf7ru4VRaEwmvSFbdJENJ/oqQv340vCOqkuYZnz3n7DG5MEnQHRIeSvO5ZdDXv/71C1Q97SJVALOAIGZF3/e+923QNTe45Ku9PFzRpmDJOpma0l6kf4BqgEc84hENCJN0TMFuG3HXyqW4xz3u0TRt21QSLnn729/eWHkPf/jDm9BSm8w/F/AsQNJ1Tz755OZ6gPQmKQckJ+zYY49twqqa6dUKvP1LDk/sO59oXQRQ84CQpc6ck2C7LEO0K4TUJh4picSVhlMNIc0hhK9//es3ZxUpuyOI15GExg0vcdWmYM2eeuqpTRIrl+c8ZLNKNFbWJ9F0W2PT8cQcc8wxjStXZ9pNSxIESm50oxs1VpIwkrCj4yPK8J3+EEAykCP0RLjp1gwk//3f//0FwEnKNAlh67dp4UvVFdZEmfR+P5B0vxNPIbnVrsqZl3gdeY4XDcnKVSNDl01Dk3P3S9hnmVQBzAxJh1r9sxqcIbPuxEidVSk0rkoWw6te9apGcc1LkD/LeBcIMBA+AfDEr4HMTSLCjPAW5gFcgA2WHxDZ9kpQ/Kw33hWA2RlBwI/jJkpgloMbuazlYm1aboFDGSUu71fwwjsKlJZls/uVlPv/wz/8w9Kup/X+Jp/rZQ8PCeWm6V2l4VQBzAQSTtHYSDUHAKNiYhUnps5Dzspw/ADLW07FJpQPbxLxXLzyla9sQhbm6BOf+MRG9d6xXjxEXixIfMZDwbtSAhOel7RYF1Ii4AhEoUtA7ZOf/GTz/Zyk6zPLyIlaFgHXuk7v90MZ5WZRYvsdwFDSeH2ZBqBwq32wqTTEA2PPLtNT/I1vfKORC7tOFcD0kE2mBJVS4OVYVe+OeclY1nl2yDYQgfCGN7yh8UjIE9KbZdOSWssGWipyWOmAcwl08CAPC08MYUjYAS9e8pUkH55xxhkNj+rGuym5BTxF9tCb3/zmhbuLbjNZM94260Wp7Oc8B2CDcbHMw2q3reCgixgmy3yO7y0xIXiTqSbxFmTBxVLV8csF+fCHPzx6//vf3+QgbBJ4qTTbRmadfeADHxg94AEPaDwamyzEkvOSV3KR5DZd85rXbI6gkKDs8DshPzkxr33taw+EZq5xjWs0Xp11U5o4SqpeVz4VwLeMM20WJbKD909p+zxEsQE+u6CoebOXzZ/2+Cascx8xSqYB+GV7YMrS7V2m3YdoA4jFSznIcVHHr0Jk05IgKy1GwhfyTjSSo/i3DZDytkmyBl5e/epXH5TvRCFQbsqyhRPXfaSCHAcVeg4pbZ+MvRfECOGJYuXzSm1CDtQf/dEfNZWK84QxndANwACpktK3lShTCevCucvMLdrLys95iNE0zfOLL5Yd+h23jjPYRdrXAAbzS4blhk/1Ss0C312iQCTBKrOmCKz5tiTNEXCTDr2T++J51p3MCDgIGznvax15WQQ276mkaHlBzqDZBMJn8/Ka0KKutYsoI8qRobbOXDnl/dZlmeXzQnNCptuyj/vInKiCWiZ961vfasDTLhvj+xLAWFTdUPVQYdVqP79JCZ6VVkOEnOocRw6cdtppTUI20LrpFtwQAry5qtdJuo/KexHSWpdCyQGfujIbg2Zi207ChV7zkoNktX7gtVum92Oe1gHLro5LTs0ukPDwMunss89uAPw6vKB7RZsbOFwBsUKAlhNPPLFxLav51zejgpf9RXKbVChxaWv8pqpn24mQWmZi5KzE63Gb29ymKe9etzXM4lTlwsu2baHCVa2N/L51zoWWD0D2Mj1Anok83/SkaOGjWiW6GtoXHhiWKYtMopcyRj1TKmjZ3ySfgKdAObKcjT//8z9fu+JdhPD2PACGBct9vUhFm/wxoTlVXpuuTPYjyb9Jmf08JP9GqB1JGp+HN3nnlg2gXNNZQ5vuYVhX+4Dzzjtvo5Obl0FLfzrC8MlPfnKTrIXxMdnTnva0g5jX/5/ylKc0uSc+I0mtfYiVuOYpp5zS9F8hZLW5n0dAKzEVk7fxuJYlOVbwUglRtsqPCfd73eteG9U/ZR5hNWsjQmFUlTESbufNr1CiLiSnXH0TS9Qr/Wf+FCU/L4A48sgjm7yxgJhZiRLVD2jeLuF9pAmkFheVuklOjRyhnabxkumXf/mXx1e4whXGb37zm8df+MIXxq9+9avHl770pce/+Zu/eeAzz3jGM8aXvexlx2eeeeb4U5/61PjYY48d/9AP/dD4m9/85oHPHH300eOb3/zm449+9KPjD37wg+PrXve64wc+8IGDx3H22WfbreNLXepSzc/6qq9Jr1ve8pbj2972tmsfx16+rne9643vcY97jB/60IeOL3zhC8/8/R/5kR8Z3/ve9x5f5CIXWfuz1NfqXpe73OXG17/+9Rs5Ps/3L3nJS47vc5/7jA855JCljOdCF7rQ+DrXuU6jI9Y9N5v8utSlLjW+zW1us/ZxLPKixyfR0gHMMcccM374wx9+0HsnnHDC+JRTTmn+f955542vcpWrjJ/1rGcd+PtXv/rV8cUudrHxK17xiub3z372s83gP/7xjx/4zNve9rZmA5x11lkzAZj6qq8hLwr8+OOPH1/84hdf+1j26mU/2XcXvehFZ56rI488stnrlMm6n6O+Nvt1i1vcYnz5y19+addjzN761rdueHfdz7bJr0MPPXR8+9vffu3jWCWAWXoISSxcqEZnUfSpT32qyTx3Lg2STS8PRdgoJFOaG1urfuSnsJEErZDPc0X29UGQuCfGW74qVZol9Pnxj3+8afm+X4gBY9/MGlJ19ozQrhOvtzlvqNLqSel2Sp2XRcrKFV/scnnwMujcc89tWoXsMi09ifdJT3pSAx7ESzEvxfDLv/zLTT4LylkgstJL8nv+5qeY6UEDvchFmu6efWeJPP3pTx/9wi/8wrIfp9I+IrkwgPO2djgV8/7qV7+68iZxymEreKk0hMjxVR1tYa8q0FikxLzSdtPSPTAqfF72speNXv7ylzc9B1784hePfu3Xfq35uUo6/fTTm0S1vBx0WKnSUNIIThnwtp7ITZAvuxV5SbyfvKBKcnUC3vTKj0rrJwUad7nLXZaevFt6GPBjpf1LS/fAPPGJT2y8MPprpErBCbs8JJqHURQpY1WFFPK7aiHkM86BKYlwhuTz/TZxle26u6zS8omX0BESLEXn9mxrJ+ZVtg1n6apEcRTDJrTlr7QdpKqPl25VB3k6VmMXmlDuRSn1eTvqLV26B4YCaNeeUxKZQOXVQIg8mZCQk9yW293uds3vfnKFl8Lyve99b3MNuTKVKi1KeFIJ8dFHH900mVIGvCmnOM9DAH877LoMuvSlLz26z33u0xyGWcFLpVnoale7WtO+YhUN9OiYa13rWhOP16g0avKEdtqwHy+ZTjvttPHVr371A2XUr3vd68ZXvOIVxz/zMz9zUBm10rw3vOEN409/+tPj4447rrOMWpnmxz72sfGHPvShpuRznjLq+qqv9kul0Y/+6I+OTz755PENb3jDtY9nGS+VRHe84x0PVAlpU7CMa5500knjq171qmt/vvravpcKGJUwq7g2naISad3PuOmvG9zgBuOrXe1qax/H1pRRf+1rXxs/9rGPHV/jGtdoFMW1r33t8c/93M+Nv/3tbx/4jFLqJz/5yeMrX/nKTSncEUccMf785z9/0HW+8pWvNIBF74HLXOYy44c97GHjc845Z/A4KoCpr67XJS5xifFRRx01vtvd7tb0p1j3eJb1Ajbuete7HgD6N7nJTRa6nr17z3ves+n/se5nq6/te/3AD/zA+Fa3utXKrn/Tm950fM1rXnPtz7npr2td61qNDl73OFYFYA7xz2gHSVhqU06irbQ5Lu0jjjiiOQtJ5cIusT6XuuMy5JW9//3vX+hoADkvwkbaH9QKj0rzkO7MQo6rOANIRarQ77vf/e56xtAUkuTsrLe0Ndk2UiygZcO+Pgup0v4mAk8SKsDy5je/eWVJhesk+WF6LjnTaRGhLo/mqKOOGr397W9vDjytVGkeMG3PrQpcyKH8/Oc/X8HLAJLYv0uGWpsqgKm0s3Txi1+8KeV0HpZkwi9+8Yt7PgZeQIJ20aZbFILeSp7nK1/5SlMR1CaVeouUUkuKvNOd7tQcyljLpCvNS9e73vVWCn55FWry7jBSmKASeFepAphKO0kU/YknntgodKGQL33pS3NZkkpB5wUfQIfWAIceemhzLd1DCZRJFhHA0wUegAvXE9KZVjoKuLFSZ+m/ARw5HM8J3dtaSl5pMwjvffCDH1zZ9e3JeiDvMNr1E6krgKm0k7kuusUCDBoazntKMkEpnPKmN71pLjcs4eGlgzRQcstb3rIpadRNWn5A+5rCN8q7uwCM9ulDCYBx0vRQAKO77rWvfe0mbFTBS6VFSL6CpoqrDFvYI6ts2rhLdO655zYG1K7S7kKzSvuSrnGNazTdPz/5yU82cfJ5wQvieXEdHXrnIeCFJQoAaeZIuGv3Dxgdd9xxTdJtmWgO3GiqR0CXVpPPz/L89773vQf1bHEfZz9d85rXbMJGi8xVpUoISNeBfVUAxh7hfdnlvI5l0nnVA1Op0uYTJe8g0Stc4QpNU7plKWMenB/90R8dfeYzn5n7mrwan/vc50Z/9Vd/1VinQjXf/OY3m1wBIabPfvazTZXAP/zDPzShL+caqQQirOUSADsvetGLmtyXSa5zISYHoL7+9a8fNFZhox/8wR8cvetd72rOLKtUaRFS7YI/5wnXDiWAv3bfrRSqAKbS1pPS4cMPP7wBAjrGLtM6cy05NICG8utFiNsbIPmjP/qjpjoAgABieGKAGsdp/MVf/MXoOte5TuMdkUtwq1vdqgFAEhd1Dv6bv/mb0VlnndV4ctrtwYEeIGkIeOF1EWZTlVWrOSotg/Af/l5l23p7aJc9CpVmowpgKm0tEWQUvOMp3vGOd6ysPJpQBjCWSYARr4wXz4njM+TAOBEbeBFu8n9gBUBTQfXpT3+6Cflc8YpXbLwxbXKdabkBrs1LIym4gpdKyyT8u6qDG0OOmOEN3SVadanzt88/TmDRSshNpApgKm3lhneQm2ZZBKbKmVWGQFiUFL/wVBdwWJSADrky3ONKHgER+Ts8NbwwPDBf//rXG/e8cvB5CSCSH6QS6nWve12t5Ki0VPACdAMYqyR7cdcSzXlg5Q2tir7zne8sVE25yVR9cZW2joRzdNR929veNvroRz+6J/kbypdPOOGEmRJqZyXVR8JV73znO5v/qw6SfwPgSM6ddto0wQ6k9FUm6V4qmfhP/uRPKniptFSSt6U3S02une/AVAZSpdmpemAqbQ1R4EJGyqTf+ta37mmzNaWIYvxyR2YpaZ6H5LDIZfECSIAN+S9KnYGbPsDme+amXYEkufKYY45pvDeuWanSMonyBey3qfmh8LOEeaC/D3Tx8tpTq+7czUDhdV2VIfblL395dOUrX7nx4u4aVQBTaStIKOXHfuzHGmECvOx1HwgJwnJHAChVFnuVOxJ3+fve977GG3PXu961OQOmiwhAQqqMqQMvxx57bOPZUVFVqdIqQiAU5CQFLFkdbQqAvvGNb9xU4KkGTKkxQ0EIjGzxLELGQrnbTv/4j//YyA4FALtGFcBU2mhimURAUsKryEEZSlzkhJxzld7ylrcspdoiXXpjyfK4KBMVr24fDfDxj398dK973aupHpL820U+n0ZffjqUUWWWZOBKlVZBcl/w2KS/S4KXNL5pY+ZhsU/sZV4kXlYyx4vx4FDgSptLFcBU2lgiWPRAEbJZt/ATp1YB9JrXvKYpdV5WqaiwkN4wiNWXHBYABuhon9+kZ8ukMlICN8mUd7vb3Q6UXVeqtArCa0JHukv3kSo6gHtTuucmfASkoHiOGA7CLXtNjJja22Y+qgCm0sYRAcPLoCLH6crrPLgNiDIO4EXohst5mQQMzUJDkm+BIN2DjdVxCpUqrYp4RvUv6iP9i1QLqnorSWjzsMMOOwAg9DUS9uwqKSYPltlbxrXe//73r7RfzSaVUY/Pn9ddpApgKm0UUb73uMc9mlARobduy0SsnKBVqj0EvKj2cfaR3jHrqPRxfx2J9YwRv69VIZVWCe41Y5SfhecBDZ5KZfp+2i/3ve99my7TQjPf//3f3/zN9+yrHHRqr6vyAyjwK+8j7wil65re6/M6Aj+8jvYafh+aCLsp3qC9oO985zsHvE27Rrv5VJW2tpeEwxPFppX7rpNU87AehXhm6ZmiIZ1YurCQ0JekWkl0exFLJ+TdD3ia1bNTqdKsJDcNYDjllFMaBQmwyClhdEhy99Me0HiRpwZ5PwmzwAzQUh49ALQAO4yGJNQiQKerj4m9Zo/6W3JZENDDq9Pet8aX9/YbuD9kxZ6edVAFMJXWTgSP5FTC0MGHq26GNY00lLv73e/eWHRyXmYpb+T5kLCYpMB73vOeTRiH4FbGvKpSScJJqbXYvgZ4lSqtgoR+KEGghMEBbAAEwIt8qwAKHhWfS15JFCdvi/dUAAET8mMAGgmz9lsAi/fwtBfwAtCUCfzuV4IT95WPE/I942t7How/vZyMyXVS/q3C0T71vrGtMsQkJL2XHYXPOeecZg53LSm5AphKayUCkNeCm3kTShavf/3rj25wgxs0QGqe/g+ELA8S4em5lI2mJJM7XTm295btwpYzJHwkyXdTYvuVtpeAhih6YAUowcPeBxxSIWePAAAaLQr/AhHy1gAIXkBhIwQUCDM5wsLfGC0MheRm+OkeARxd+6M8uf1v//ZvD2plYI+1WxtMys3JPY0517VntdxnBAA6gJZn5d3xnLybJeBZhMzlsnN7JpFnsXa7RhXAVFoLER48FTe72c2ahLp1V8oQWF56zbz61a9euM8Lq9Op2IQGgcjiAjCEpoAk3XAJ2GUJMIJ2mdVRlXZ33wEJXSFRYANvAgOACC8JbyjwwUPie5Q5kO49SliuSxQkY4SiBwoAEGeUxZPhe4CNn767Caefx9OSw0+dBt8mIM6+FRIGwPzffjZ+Xg3PKxQ2q7wAggCnVTfJCwmnAaJ+7hJVAFNpz4kwcHo0QShEs+5EXRtbvxQhnje+8Y1LbVLn2bycZK2Lr0Z4OVCRkvjYxz7WuN4XjU0DStvUCbXS+vbewx/+8NHLX/7yRmHzOAAuvA8APOWMX4EOyhXgSF8in/UCWuwRylC+FeMj31n3Xl42AXpewEq51+xhIRnzaV/nsERzAuwBNZOS/uMR2SsvzHhHK5EqgKm0Z8SCE/MGXlQurNvrgliZutueeeaZM1tDBBDBVQq3SSQxmUXLkpMgzLrTJVe+gLlgocYanJUon1WfBFxpu4nHhNdTCFOY1FlbwDswItGcgtOt2X7Aj973iqdBI8VltxHYRgpIMxdl3xjeGfNpL5Ir9rf9zDPaPoAS8JPY7P159/wsVENIlSotQISjCiOWiS62e+U67SOWz4knntj8VCI9rxAh7D3PEJe4ORAykwegMZ/Owqw3Zc8Uip963nzkIx+ZWVFw2+/aKb2Vlke8LBLlX//61zfeAwnfFKjcM2EjyhZYoVh5ZwJeKg0n81VWVDHYnKdkzyOGSpnQvJceka+d3+By16gCmEorJ1ZJrLo//uM/XvdwGhc4MCUp7z3vec/cbm/f4/XQ8VbybJuuc53rNC553XRZsQSXUJJKJSWovu/9M844o3FFCyvpjSFfRuWSkNZQULKLJZKVlkeaMQqPUmSSZeVfAMmU6qc+9amGTyngdVcA7hLJAyIfvHhnzLu+OUJGQCTvLQOqnkQ9P1UAU2llxAK55S1v2STzcVun8+Y6iTWkYof3YxkhLGCEZUswtXuvBNwAJ9y3emJw0ctVUeoM4OhSKm4uofcd73hHc5I0177D13hkAL5PfOIT1btSaSHiIQw4AVqEM9M4DtX8qdUScKgCMc35zD0Qed3rXrd5f9U0rjkwlSoNJxaHXiqUM0UuJtzlpdgrYuWoMHKq9ay9XaaRIwbuf//7N4qhbLblHoRTGn7d+c53boSI6iQKw7wIpQE//iZ0JBeBVwhwcRwAIKNrKde++wzNt6lUqc9DtylVQPuRyrkHKPfqqI/vfe97B3rr7JKntgKYSksnrlLeg09+8pON54EHRux9XSW+yjuFZwgMybrLHodQEEEkrwD4KImXxwugEx5ShcTDknwDFhhgwo0PsABZEpwBG14aOTG8WPJmTjjhhOZvqkf2Uyv0SovRLlreu07piaPfTd3r/dR/rG2lSnMISrF2XgPghedAzJ3HYV3gRdhKiAcQADJWNQ5N+HhfJON2EcDy0Y9+tMmBSRmq3CDg5+STT25CSaqTlGzy2Egw1hxMqTnPlTCSBGhCzd8k/wJmvlOp0iTCb/K9Km0PSfZVoahybFn03e9+d+fORNqtp6m0NqJIeQ8iLIVsAJeu80v2imz+e9/73o2HY1pXzkWJexbAAN7kF/RVcAB2knqBFODqve99bxNmUwnCW8Xi4nHRZvxOd7pT0ydG7ozcGJVGrq3Swfd5fMy1PjK1gV2lPrIXa8hou8i+5rWWJ7cs2XXhHeSD6oGptPCm0DL/iCOOaNC9UIlwiNc6wEvalPMEOdVa5cVe9JsBIHhUvISIJhGgI9Qk50WekPHKfQFQ0Dvf+c7mM4QYEHP00Uc3CX8f/OAHGwHEawPYAIj/9E//1ISivFdDBZUq7Q4xZpS/50iHRemQHct/QRXAVFrYw8FzICHVz1e96lUH9ULYa9J3QUIshS9Zdy/7zQAYzlC67W1v25SlDnET+zxPjB4NQI1qI2AEGARkeGvkEB133HFNvkwJUgAcQEaYyf0qgKnURXt55s68tGuhjWVQTtRe1r4+5/wDHXeJKtdUmotYBtrvAyvCH7wcPALrTDiTJKvqR6nyugQOj4gkW6EkHhbW06SmdHJe5MUQLPJnnJUExKhSEpITYlKqDSjKk3G9z33ucwdd43rXu17jwdl0JVVpfXuVl24TCXDB1zyXqvjkelVaDX235sBU2u+kTTagQGmKzfJ08CL4/zrdk7qKas8vx2SdpKOvzr5Ko4XVAJEub0xO881ZMqwjSca8WDw4CUcdf/zxjWdHd9T73e9+jZDv8ji99KUv3cOnrLRNJES5qeA24RG9kngeJcMziCSo66sEmIc0fiNjPE+MAvvFPtrU59sk+rd/+7cmV9HPXaEKYCrNFDJS0UPIKEkWNuLxWDVw4QJ3j677SBoGEFJ+vAlEmJqXSQ2qCGHCF0i5y13u0ghvniOt3QEWAlwVguopOTByeYSLktdTenAAoK7ThStV2nSytyWmOwfMHtaxmyeSIaKUOOBGfphcO3tEdeNznvOcxjiQI8aI4pVseyYrXdC42rWqxQpgKg0SMipj0m2W1Q8s7FXbcc3nHEIHECQhFwAg6HgrbEz5I+ts8pbS6KEhNMm4rEgCOSEv80zAqDxwjIAcHkm+8mDkwJhzQptn5wMf+MCBk3LFyXftFOBK+4Pw7T3vec8m9Pr+97+/4WctAoRf73vf+zZ7gcyxr/wN6Oe1VCBgDwE/QI/u2q6x7jPWNpnOPvvs5piSXaKaxFtpIrF89B3h5QAQeAwcRLiXZ6bIKdGZ1inWgAyL69RTT23KiOWLvP3tb2+U+DpJzotcg0UsHJ4bApjbXNM6fWAcLyAvBnA78sgjG4EP0AE7SDhvF0+ZrbQ/CDDR5oA8kZ9Bxrzuda9rwL0qHIYKjy+PjGT1P/mTP2n2B57nkfV9bQbsGx7Lmsi+v44TOGS8a3VV55MGahRdpfmJh4Nbl2uW90UjNmcarYsIOMqbYleBw3OxKRYXK1BITY6QHi6Lkng/r9eVrnSlZt5ZTkJ4yQtIUiZQwxrlkalUqYt0oQYCduUYCnKg7en0nteunaAtwfnjH//4UjyshxxySJMvR1Zsi9rnNZp0inYNIVW6ALHueRSABVZPPAHKftdJhJaqp3WWaU8iicxAxzIIKOF1Alo0reM+p4AANt4mXhkuc1TzXypN86Lu0mGgXWHaJMVX6qfkEe5SP5gKYCodRHqOUMIy1QkEP3kAdoXhV0mURFk1sQwCILnYS5LUeNpppzV5P6wzYbVKlSpVmkY8VNIB5A3uAtUcmEoNiTXzujiEUZyZhS95lBeggpfhpK3/XoRHhfWslzCfpOpd6+9QqVKl5dN//Md/NGHuXaGZAYz4mQZmFBxXlNN9S6LsnvKUp4yuetWrNkhPFUU7b4JVf8oppzSxLeWij3jEIy5w2JjmXUrktKb/wR/8wdEzn/nMeZ+x0oBeDPqNUIJCFECMxFglvJU2r9Op6gs9Y+TaJIm3us8rVaq03+hC8yA4Z708+9nP7vw7oPFbv/Vbo9///d9v+lZAe0cdddRByVXAi7p/p+yqaAGKHvWoRx1kYep3oZzOIXbPetazRk996lNHz33uc+d9zko9BIg+4AEPaDwHwkfySxwHIHRRabOT2wB7nUvtsUmJbpX2LzEyvXbtEL/9QruUr7ISGi9Avv7617/+wO/nnXfe+CpXucr4Wc961oH3vvrVr44vdrGLjV/xilc0v3/2s59tvvfxj3/8wGfe9ra3jQ855JDxWWed1fz+u7/7u+Pv+77vG3/7298+8Jmf/dmfHd/gBjcYPLazzz67uU99db8ufOELj4866qjxscceO775zW8+fshDHjK++tWvvufjsO43velNx4cddtiB9w499NDxRS960bXP0dDXRS5ykfF97nOfPb/vJS95yfFJJ500ftSjHjW+yU1usvZ5qK/Ne9lfhx9++NrHUV/zve5yl7ss9Xo3utGNxle96lXX/lxDX/T4JFpqDow25yojhI1CSpmV4sqlQH4KGyntC/k8NzyPTT6j3Kvsb8GLoxRwU8pmt5l0uDTn0L0KBW34tb/fi1Ob28RzoJ+LSqc0hHvsYx/bhCmFD7eBhG9UCO11jwVJw45xsOck8uY060qVStq13h/7iZa9dl/+8pebflW7QksFMCnrpBBL8nv+5qfeFiXJvdAArPxM1zXKe3SVnQo9la9KF8x10cX1Zje7WZOXJE9JCMKpx3tdZgmwypGSw6EMWEgEAa4aWAG52+Y6Xcd4rZv8GyFAvWgqVWrTtu2jSv+P7O1lgpjxeHygCeYu0M48ydOf/vTG25OX/IBK/4+g7mOOOabpcKnrpRb88o+cvbMO4i149KMf3eTa8Krx/jiM0YZVHgyQblNiqhyDdVUCSbbWKyYH41WqFOLFtJcqVdpFMLtUAKPxWRp6leT3/M3PdkO09BspP9N1jfIebTr99NMbKz6vnC9T6T8TdXVsVR5t/jRCe+UrX3mgm+s6yJqzBCQO62DLynDuiYMM9aGR2L1NiYeA17osG0ctmEPdOpXDV6q0q03s9hvlINtl0de+9rWdSvhfqsSljChIFnQ5YXJbnCSK/OQBUF0Ueu9739soALky+UwOqwupWNLzQhOvvtbrFqZ8VfpPwCe0ALzoG6L01mvdx88DMHKahD4cXKiyTSm99eXJ2DYAStCsK9fAPhF2M3dyiCpVqlRp0wytVdDMT0LJOFjLK4m7/q/pGQH+uMc9bvRLv/RLoze+8Y2Na9uhezwAThZFTg09+uijR4985CMbpfrhD3949JjHPGZ08sknN59DD3rQg5oEXv1hlFufccYZo9/8zd8cPeEJT1j28+8sCSc4/FCCrLwhJenmel0hoy4A85a3vKU5YVr+k7OWACvJqE6i3TZi5bZzu/aSeF+2yWNVqVKlSgvTeEZ63/ve11nudNpppx0opX7yk588vvKVr9yUTx9xxBHjz3/+8wdd4ytf+cr4gQ984PjSl770+DKXucz4YQ972Picc8456DOf+tSnxne84x2bayjvfcYznjHTOPdzGfUlLnGJ8d3vfvfxbW5zm/ExxxzT/F855brHVb6M58gjjxzf6U53Gp944onjW9ziFk2J321ve9uDPqe8etPG3vUyzlvf+tZru/+1r33tZh7tp3XPRX1tzgtfXPOa11z7OP7/9s40toqqjeMHsAUNoJAqBcu+FBEkFAERKVIIawTFREUCblA2gwQhBI1U/QCEJvWDEeIHWSIGgaTFRAEDXRBk00bEIpCAtFUoi60lGDah583/yTs3Z25vW9bee878f8nQ3jvTYc6ZZ8555lnOw+32tqFDh971c6ampuqGDRtGvW13I42a1agdBK4iuOPgqkPQLsrNm7cZLgdYDG7GN45j0Zee2RGuOixKGC42ZrS8t6+2RZhwvjFjxsi5kNYNKwyseZs2bQq5t5CJlJaWpnJycmI2+AwxBnDRwR0GC2I0qkIjmwyrVsPNinseq31F6p9evXpJfS7EvRH7wNiSn59/V885ePBgWarEhiQJVqMOIFhmHmnSiCWJNJnBvYTVW2sKiDbBOSBAcE9AIUFGAzIbaov3MBUYAJdQeMVkKClwaeH8iJFCAC/ckPge1wZloEuXLhKU2qNHDxmAcQ2ozozMpdt1l+D8eHDx/9aUag/lCteAtV1qU8agICNeCyn+CDLHMfVdVgBgDR2441wp0EYIITcDFRgHwUSLN/FoRct7v2MixxsggkvDM8+AuSihF1MFsDYMgnpRZwvnwLkSEhJEmYHyAuXmdgPRcA5sUICaNWsW8Rj8n1AGEBDrBb1BOcHvpnKC1HScC8oZFDsohojdMstm1AeeVYwQQuoC4xXGKhssMHVBBYbcFcyJ3bSOQEm4lcBhWBPgEvnyyy/FAuJhptXX54rBsNSgPVCioKyYihOUGm9V6ZKSEglAjgaeQkZIOKylYzeetfhuKhuVlZUybiG8wHaowJB7Ciwv8LkiDqcu4JpCNhIsL7HydmBeB5QEU1HA5IDrxQQBdxTWMqrvRcM8tx6sReEV3QmB+/fIkSPRvgxyBy8nsTIWxiLuJISTmASKy759+0LxIbVtUAKwOrAtDywUF7iREHMEEMhb32+7iB1CSQYEQhMSDq1zdnMv1pbSWjtTH4sWGHLPgWXAVesA4ni8Ok7RADE3cN9F8xoIIfZQ/v84QqzgbTu0wBByB+DtNpoWI/jH4cZCqiwhJuHLGhAC4HLGi48LUIEh5DZBgDLSuqNJ165d1fr162UlXkJMvGxAKjDEBNZwV0qOUIEh5Dbp0KFD1H3JCByu75R5Qoi9aIdiYKjAEHIHAbTInIoWWMsBLiRCCLlV17cLRR3tbwEhUQBBcHDbbNy4MWqVvTEIoQQDVg0mJBxmIJGagFy48PJjfwsIiZL7KFKJhPoEihOqtU+ePFnqIP3xxx+MdyAhsFgZ3Yt2g1iVQYMGVYtxQxDuNeM7ZCGith3iW/ATZU6wQrcHFgU1F65zZYFDKjCE3CJwG0Uq14A3GgT1mqsG32tQABNZBbAIJScnq4KCgpsq0kkIiX2gkBw4cMCnjAAoL/FGJhEUFlhisS4VCsxCoTEVnEceeUTWi/L4888/o/rydbdwVoFxQbsksQncNuFKCuJRnnvuORkosrOzI9Z+uhegZhMKd2JDCYYJEyaoDRs2ODE4kTu30NGFZDdYogHPcqTn+ZqhoLi6zlZd83gD7ehMD3M6giwJIYQQYh+wFCUlJQXPAoO3ZFBaWirmtSCCpfnbtm0rQoCaKEEj6O0HQe+DoLcfBL0Pgt5+G/sAdhXE7cA1XhvOKjBeihiUFxtu2L0E7Q9yHwS9/SDofRD09oOg90HQ229bH9yM4YFp1IQQQgixDiowhBBCCLEOZxUYpJ1lZGRUSz8LEkHvg6C3HwS9D4LefhD0Pgh6+13uA2ezkAghhBDiLs5aYAghhBDiLlRgCCGEEGIdVGAIIYQQYh1UYAghhBBiHU4qMJ999plUC0bRvQEDBkgxLBdYunSp6tevn2rWrJnU3Hn++efVsWPHfMc8++yzUmnU3GbMmOE7BqsTjx07Vop+4TwLFiyQmhs28OGHH1ZrX/fu3UP7r1y5ombPni1FFVHJ9cUXX6xWt8jm9gPIdngfYEO7XZSBH374QepMYVVOtGXz5s2+/chDWLx4sdSCQsG64cOHS20ok4qKCjVp0iRZxAtVmt96661q9WMOHTqkBg8eLOMGVi1dvny5sqEPUCdn4cKFqlevXlLQD8dMmTJFnT59uk65WbZsmRV9UJcMvP7669XaNmrUqMDIAIg0JmDLzMxULshARLRjfP311zo+Pl6vWrVKHz58WE+bNk0/9NBD+uzZs9p2Ro4cqVevXq2Lior0wYMH9ZgxY3S7du30v//+GzpmyJAh0uaysrLQduHChdD+69ev6549e+rhw4frX375RW/ZskUnJCToRYsWaRvIyMjQjz/+uK9958+fD+2fMWOGbtu2rc7NzdU///yzfuqpp/TTTz/tTPvBuXPnfO3fvn07Mgl1fn6+kzKA63v//fd1dna2tDMnJ8e3f9myZfrBBx/Umzdv1r/++qseN26c7tixo758+XLomFGjRunevXvrffv26V27dukuXbroiRMnhvajf1q1aqUnTZokz9f69ev1/fffrz///HMd631QWVkp93LDhg366NGjeu/evbp///66b9++vnO0b99ef/zxxz65MMeOWO6DumTgtddek3tstq2iosJ3jMsyAMy2Y8Mc2KBBA33ixAntggxEwjkFBg/u7NmzQ59v3Lih27Rpo5cuXapdAxMZBHnnzp2h7zB5vfPOO7U+BA0bNtRnzpwJfbdy5UrdvHlzffXqVW2DAoNBKBIYyOPi4vSmTZtC3x05ckT6CIO6C+2PBO53586ddVVVlfMyED5wo82JiYk6MzPTJweNGzeWwRf8/vvv8nc//fRT6JitW7fK4H7q1Cn5vGLFCt2iRQtf+xcuXKiTk5N1rBFp8grnwIEDclxJSYlv8vrkk09q/Btb+qAmBWb8+PE1/k0QZWD8+PE6LS3N950rMuDhlAsJ5cULCwvFhGzWRMLnvXv3Kte4cOGCr3Clx1dffaUSEhJUz5491aJFi9SlS5dC+9APMDW3atUq9N3IkSOl2Nfhw4eVDcA9ADNqp06dxCQMdwjAvYc53bz/cC+1a9cudP9daH+4zK9bt069+eabYg4Oigx4nDx5Up05c8Z3z1FDBa5j857DZfDkk0+GjsHxGBv2798fOiY1NVXFx8f7+gQu2n/++UfZODZAHtBuE7gL4F7t06ePuBZMt6HtfVBQUCDu0OTkZDVz5kxVXl4e2hc0GTh79qz67rvvxE0Wjksy4FQxx7///lvduHHDNzADfD569KhyiaqqKjV37lw1aNAgmaQ8Xn31VdW+fXuZ4OHLhG8cwpednS37MdhH6h9vX6yDiWnNmjUySJWVlamPPvpI/LVFRUVy/XjwwgdttM9rm+3tDwd+8MrKSokBCIoMmHjXG6k95j3HxGZy3333ieJvHtOxY8dq5/D2tWjRQtkC4pRCOgIAAASNSURBVMBwzydOnOgr3DdnzhyVkpIi7d6zZ48otniGsrKyrO8DxLtMmDBBrv/EiRPqvffeU6NHj5YJuVGjRoGTgbVr10qsJPrExDUZcEqBCRII2MSkvXv3bt/36enpod/xlo3AxmHDhslD3blzZ2U7GJQ8nnjiCVFoMFlv3LhRAjiDxhdffCF9Ypadd10GSM3AAvnSSy9JYPPKlSt9++bNm+d7dqDsT58+XZIDbF9i/pVXXvHJPNoHWYdVBrIfNFatWiXWaQTiuiwDTrmQYDKHth2edYLPiYmJyhXefvtt9e2336r8/HyVlJRU67GY4MHx48flJ/ohUv94+2wD1pZu3bpJ+3D9cKnAIlHT/Xep/SUlJWrHjh1q6tSpgZUB73pre+bx89y5c779MJsjK8UlufCUF8jF9u3bfdaXmuQC/VBcXOxMH3jAvYz5wJT5IMgA2LVrl1hc6xoXXJABpxQYaJN9+/ZVubm5PlcLPg8cOFDZDt6qoLzk5OSovLy8aqa+SBw8eFB+4i0coB9+++0338PsDXY9evRQtoE0SFgW0D7c+7i4ON/9x4OMGBnv/rvU/tWrV4tZHOnQQZUBPAMYWM17jlgexDWY9xxKLWKkPPD8YGzwlDscgzRVKAFmn8BVGWtm89qUF8SHQalFjENdQC4QA+K5VmzvA5O//vpLYmBMmXddBkyrLMbC3r17K+dlQDuYRo0MhDVr1kjkeXp6uqRRmxkXtjJz5kxJFy0oKPClwV26dEn2Hz9+XFLkkD588uRJ/c033+hOnTrp1NTUaim0I0aMkFTsbdu26YcffjhmU2jDeffdd6X9aN+PP/4o6aNIAUZGlpdGjdTyvLw86YeBAwfK5kr7zew6tBMZAiYuysDFixcl3RsbhqysrCz53cuwQRo1nnG09dChQ5J9ESmNuk+fPnr//v169+7dumvXrr4UWmQuIX108uTJkj6KceSBBx6ImfTR2vrg2rVrkjqelJQk99McG7xskj179kj2CfYjrXbdunVyz6dMmWJFH9TWfuybP3++ZBpC5nfs2KFTUlLkHl+5ciUQMmCmQeOakVUYju0yEAnnFBjw6aefyuCO9WCQVo28fxeA0EbasDYMKC0tlYmqZcuWosRhnYMFCxb41gABxcXFevTo0ZLfj8kfSsF///2nbeDll1/WrVu3lnv76KOPymdM2h6YtGbNmiWpgHjwXnjhBRnIXWm/x/fffy/3/tixY77vXZQBrG8TSe6ROuulUn/wwQcy8KLNw4YNq9Yv5eXlMlk1bdpU0sXfeOMNmRBMsIbMM888I+eAbEExsqEPMGnXNDZ4awMVFhbqAQMGyAtQkyZN9GOPPaaXLFnim+BjuQ9qaz9e4KCMYzLGMgpIFcY6SOEvrS7LgAcUDTzTUETCsV0GItEA/0TbCkQIIYQQEtgYGEIIIYQEAyowhBBCCLEOKjCEEEIIsQ4qMIQQQgixDiowhBBCCLEOKjCEEEIIsQ4qMIQQQgixDiowhBBCCLEOKjCEEEIIsQ4qMIQQQgixDiowhBBCCLEOKjCEEEIIUbbxP1ki+BFBBUpaAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Compute Otsu's threshold\n",
    "otsu_thresh, _ = cv2.threshold(image, 0, 255, cv2.THRESH_BINARY + cv2.THRESH_OTSU)\n",
    "\n",
    "# Set lower and upper thresholds relative to Otsu's threshold\n",
    "lower = 0.5 * otsu_thresh\n",
    "upper = 1.5 * otsu_thresh\n",
    "\n",
    "edges = cv2.Canny(image, lower, upper)\n",
    "\n",
    "plt.imshow(edges, cmap=\"gray\")\n",
    "plt.title(\"Canny Edges\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Use Hough Line Transform to detect lines in the edge-detected image\n",
    "lines = cv2.HoughLines(edges, 1, np.pi / 180, 180)\n",
    "lines_image = image.copy()\n",
    "# Draw the lines on the original image\n",
    "if lines is not None:\n",
    "    for rho, theta in lines[:, 0]:\n",
    "        a = np.cos(theta)\n",
    "        b = np.sin(theta)\n",
    "        x0 = a * rho\n",
    "        y0 = b * rho\n",
    "        x1 = int(x0 + 1000 * (-b))\n",
    "        y1 = int(y0 + 1000 * (a))\n",
    "        x2 = int(x0 - 1000 * (-b))\n",
    "        y2 = int(y0 - 1000 * (a))\n",
    "        cv2.line(lines_image, (x1, y1), (x2, y2), (255, 0, 0), 2)\n",
    "\n",
    "# Display the original image with detected lines\n",
    "plt.subplot(121), plt.imshow(lines_image, cmap=\"gray\")\n",
    "plt.title(\"Original Image with Lines\"), plt.xticks([]), plt.yticks([])\n",
    "plt.subplot(122), plt.imshow(edges, cmap=\"gray\")\n",
    "plt.title(\"Edge Image\"), plt.xticks([]), plt.yticks([])\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The size of vertical_lines is: 1\n"
     ]
    }
   ],
   "source": [
    "# Tolleranza in radianti (20 gradi)\n",
    "vertical_tolerance = np.deg2rad(20)\n",
    "\n",
    "if lines is not None:\n",
    "    # Filtra le linee verticali\n",
    "    vertical_lines = [\n",
    "        line\n",
    "        for line in lines\n",
    "        if abs(line[0][1]) <= vertical_tolerance\n",
    "        or abs(line[0][1] - np.pi) <= vertical_tolerance\n",
    "    ]\n",
    "\n",
    "    # Crea una copia dell'immagine originale per disegnare le linee\n",
    "    original_with_vertical_lines = image.copy()\n",
    "\n",
    "    # Disegna le linee verticali sull'immagine originale\n",
    "    if vertical_lines is not None:\n",
    "        for line in vertical_lines:\n",
    "            rho, theta = line[0]\n",
    "            a = np.cos(theta)\n",
    "            b = np.sin(theta)\n",
    "            x0 = a * rho\n",
    "            y0 = b * rho\n",
    "            x1 = int(x0 + 1000 * (-b))\n",
    "            y1 = int(y0 + 1000 * (a))\n",
    "            x2 = int(x0 - 1000 * (-b))\n",
    "            y2 = int(y0 - 1000 * (a))\n",
    "            cv2.line(original_with_vertical_lines, (x1, y1), (x2, y2), (255, 0, 0), 2)\n",
    "    else:\n",
    "        print(\"Error\")\n",
    "\n",
    "    # Visualizza l'immagine originale con le linee verticali\n",
    "    plt.imshow(original_with_vertical_lines, cmap=\"gray\")\n",
    "    plt.title(\"Original Image with Vertical Lines\")\n",
    "    plt.show()\n",
    "    print(f\"The size of vertical_lines is: {len(vertical_lines)}\")\n",
    "else:\n",
    "    print(\"No lines detected\")"
   ]
  }
 ],
 "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": "3.11.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
