diff --git a/analyse_campaign.ipynb b/analyse_campaign.ipynb
index db396cac8a5e06c3ba19f467c4e7c25cd61bf2ac..28122d78d2b648afa5ebc9b70799afa77a9b74f2 100644
--- a/analyse_campaign.ipynb
+++ b/analyse_campaign.ipynb
@@ -5,16 +5,45 @@
    "id": "sustained-helena",
    "metadata": {},
    "source": [
-    "# Analyse the data from the third campaign\n",
+    "# Analyze the data from the experimental campaign\n",
     "\n",
-    "In this notebook we analyse the results generated by launching the third experimental campaign `campaign.py`.\n",
+    "In this notebook we analyze the results generated by launching the experimental campaign `campaign.py`.\n",
     "\n",
-    "## Initializing the environment"
+    "## Initializing the environment\n",
+    "\n",
+    "Change these variables if needed, to match your settings of the experimental campaign:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "id": "f6e8d9df",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from scripts.util import ROOT_DIR\n",
+    "RAW_DATA_DIR = f\"{ROOT_DIR}/out\"    # where the raw simulation data are\n",
+    "OUT_DIR = f\"{ROOT_DIR}/out\"         # where the computed stats are\n",
+    "FIG_DIR = f\"{ROOT_DIR}/out\"         # to save a PDF copy of the figures\n",
+    "\n",
+    "nb_days=3\n",
+    "nb_replicat = 1\n",
+    "save_number=0       # when several expe campaigns, default: leave 0\n",
+    "\n",
+    "time_origin_energy = \"Jan 1 00:00:00 2019\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "03339360",
+   "metadata": {},
+   "source": [
+    "Necessary imports, file loads and functions:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 107,
    "id": "yellow-parking",
    "metadata": {},
    "outputs": [
@@ -22,8 +51,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1401573600.0\n",
-      "{0: {'_simu_solar_wind': [[86400, 104400], [151200, 194400], [237601, 277200], [324000, 367200], [410401, 453600], [496801, 543600], [583201, 622800], [666001, 712800], [756001, 799200], [842401, 889200], [928801, 968400], [1015201, 1062000], [1101601, 1141200], [1188000, 1227600], [1274401, 1317600], [1360801, 1400400], [1447201, 1490400], [1530001, 1573200], [1620001, 1663200], [1706401, 1746000], [1792801, 1832400], [1879200, 1918800], [1969201, 2005200], [2055601, 2091600], [2142001, 2178000], [2224801, 2264400], [2311201, 2350800], [2397601, 2437200], [2484000, 2527200], [2570401, 2610000], [2613601, 2617200], [2656801, 2696400], [2743200, 2786400], [2829601, 2876400], [2912401, 2955600], [3002401, 3042000], [3092401, 3128400], [3178801, 3218400], [3265201, 3301200], [3351601, 3387600], [3438001, 3477600], [3520800, 3564000], [3603600, 3650400], [3697201, 3733200], [3780001, 3823200], [3870001, 3909600], [3952800, 3999600], [4035601, 4082400], [4122001, 4168800], [4212001, 4255200], [4302001, 4341600], [4384800, 4428000], [4471201, 4514400], [4557600, 4600800], [4644001, 4687200], [4730401, 4773600], [4816800, 4860000], [4903200, 4946400], [4989600, 5032800], [5076000, 5119200], [5162401, 5205600], [5248800, 5292000], [5335200, 5378400], [5421600, 5464800], [5508001, 5551200], [5594401, 5637600], [5680801, 5724000], [5767200, 5810400], [5853601, 5896800], [5940001, 5983200], [6026400, 6069600], [6112801, 6156000], [6199201, 6242400], [6285601, 6328800], [6372001, 6415200], [6458401, 6501600], [6541201, 6588000], [6631201, 6674400], [6717601, 6764400], [6804001, 6847200], [6890401, 6933600], [6976801, 7020000], [7063201, 7106400], [7149601, 7192800], [7236001, 7282800], [7322401, 7365600], [7408801, 7452000], [7495201, 7538400], [7581601, 7624800], [7668001, 7711200], [7754401, 7812000], [7833601, 7884000], [7923601, 7974000], [8010001, 8056800], [8100001, 8143200], [8182800, 8229600], [8269200, 8316000], [8359201, 8402400], [8445601, 8488800], [8528400, 8578800], [8614801, 8661600], [8701201, 8748000], [8787600, 8838000], [8874001, 8924400], [8960401, 9007200], [9046800, 9097200], [9133200, 9180000], [9219600, 9270000], [9306000, 9356400], [9392401, 9442800], [9478801, 9529200], [9565201, 9615600], [9648001, 9702000], [9738001, 9788400], [9824401, 9874800], [9907200, 9964800], [9993601, 10047600], [10080000, 10134000], [10166401, 10220400], [10252801, 10306800], [10339201, 10393200], [10422001, 10483200], [10515601, 10566000], [10598400, 10652400], [10688401, 10746000], [10767601, 10832400], [10836001, 10911600], [10933201, 10936800], [10940401, 11005200], [11030401, 11084400], [11116801, 11174400], [11199601, 11257200], [11289601, 11343600], [11376000, 11430000], [11462401, 11520000], [11548801, 11606400], [11635201, 11692800], [11721600, 11775600], [11808001, 11862000], [11894401, 11955600], [11980801, 12038400], [12067201, 12121200], [12153600, 12207600], [12240000, 12294000], [12326401, 12387600], [12405601, 12466800], [12499201, 12556800], [12564001, 12567600], [12578401, 12646800], [12668401, 12726000], [12758401, 12816000], [12841201, 12902400], [12931201, 12988800], [13017601, 13075200], [13100401, 13158000], [13190401, 13244400], [13276801, 13330800], [13363201, 13420800], [13449601, 13503600], [13536001, 13600800], [13611601, 13680000], [13705201, 13766400], [13795201, 13852800], [13878001, 13960800], [13964401, 14025600], [14050801, 14112000]]}} {0: {'_simu_solar_wind': [[104401, 108000], [234000, 237600], [277201, 280800], [396000, 403200], [406800, 410400], [453601, 457200], [493200, 496800], [543601, 547200], [579600, 583200], [622801, 630000], [662400, 666000], [712801, 716400], [752400, 756000], [838800, 842400], [889201, 892800], [925200, 928800], [968401, 972000], [1011600, 1015200], [1062001, 1069200], [1090800, 1101600], [1141201, 1144800], [1227601, 1231200], [1270800, 1274400], [1317601, 1321200], [1357200, 1360800], [1400401, 1404000], [1443600, 1447200], [1526400, 1530000], [1573201, 1576800], [1616400, 1620000], [1702800, 1706400], [1746001, 1749600], [1789200, 1792800], [1832401, 1836000], [1918801, 1922400], [1965600, 1969200], [2005201, 2008800], [2052000, 2055600], [2091601, 2095200], [2138400, 2142000], [2178001, 2181600], [2221200, 2224800], [2264401, 2268000], [2307600, 2311200], [2350801, 2354400], [2394000, 2397600], [2437201, 2440800], [2527201, 2530800], [2566800, 2570400], [2610001, 2613600], [2617201, 2624400], [2653200, 2656800], [2696401, 2700000], [2826000, 2829600], [2876401, 2880000], [2908800, 2912400], [2955601, 2959200], [2998800, 3002400], [3042001, 3045600], [3088800, 3092400], [3128401, 3132000], [3175200, 3178800], [3218401, 3225600], [3261600, 3265200], [3301201, 3304800], [3348000, 3351600], [3387601, 3391200], [3434400, 3438000], [3564001, 3567600], [3650401, 3654000], [3693600, 3697200], [3733201, 3736800], [3776400, 3780000], [3866400, 3870000], [3999601, 4003200], [4032000, 4035600], [4082401, 4086000], [4118400, 4122000], [4168801, 4172400], [4204800, 4212000], [4298400, 4302000], [4467600, 4471200], [4600801, 4604400], [4640400, 4644000], [4726800, 4730400], [4773601, 4777200], [4946401, 4950000], [5119201, 5126400], [5158800, 5162400], [5205601, 5209200], [5464801, 5468400], [5504400, 5508000], [5551201, 5554800], [5587200, 5594400], [5677200, 5680800], [5724001, 5727600], [5810401, 5814000], [5850000, 5853600], [5936400, 5940000], [6069601, 6073200], [6109200, 6112800], [6156001, 6159600], [6195600, 6199200], [6242401, 6246000], [6282000, 6285600], [6328801, 6332400], [6368400, 6372000], [6415201, 6418800], [6444000, 6447600], [6454800, 6458400], [6501601, 6508800], [6534000, 6541200], [6588001, 6591600], [6627600, 6631200], [6674401, 6678000], [6714000, 6717600], [6764401, 6768000], [6800400, 6804000], [6847201, 6850800], [6886800, 6890400], [6933601, 6937200], [6973200, 6976800], [7020001, 7023600], [7059600, 7063200], [7106401, 7110000], [7146000, 7149600], [7192801, 7196400], [7232400, 7236000], [7282801, 7286400], [7318800, 7322400], [7365601, 7369200], [7405200, 7408800], [7452001, 7455600], [7491600, 7495200], [7538401, 7542000], [7578000, 7581600], [7624801, 7632000], [7664400, 7668000], [7711201, 7714800], [7750800, 7754400], [7812001, 7833600], [7884001, 7887600], [7920000, 7923600], [7974001, 7977600], [8006400, 8010000], [8056801, 8060400], [8096400, 8100000], [8143201, 8146800], [8229601, 8233200], [8316001, 8319600], [8355600, 8359200], [8402401, 8406000], [8442000, 8445600], [8488801, 8492400], [8578801, 8586000], [8611200, 8614800], [8661601, 8665200], [8697600, 8701200], [8748001, 8751600], [8838001, 8841600], [8848800, 8852400], [8870400, 8874000], [8924401, 8928000], [8956800, 8960400], [9007201, 9010800], [9180001, 9183600], [9388800, 9392400], [9475200, 9478800], [9561600, 9565200], [9615601, 9619200], [9633600, 9637200], [9644400, 9648000], [9702001, 9709200], [9734400, 9738000], [9788401, 9792000], [9820800, 9824400], [9874801, 9882000], [9964801, 9968400], [9990000, 9993600], [10134001, 10137600], [10162800, 10166400], [10220401, 10227600], [10249200, 10252800], [10306801, 10310400], [10332000, 10339200], [10393201, 10396800], [10407600, 10411200], [10414800, 10422000], [10483201, 10486800], [10512000, 10515600], [10566001, 10569600], [10684800, 10688400], [10746001, 10753200], [10760400, 10767600], [10832401, 10836000], [10911601, 10915200], [10929600, 10933200], [10936801, 10940400], [11005201, 11008800], [11026800, 11030400], [11084401, 11088000], [11113200, 11116800], [11174401, 11178000], [11196000, 11199600], [11257201, 11260800], [11286000, 11289600], [11343601, 11347200], [11430001, 11433600], [11458800, 11462400], [11520001, 11527200], [11545200, 11548800], [11631600, 11635200], [11692801, 11696400], [11775601, 11782800], [11804400, 11808000], [11862001, 11865600], [11883600, 11894400], [11955601, 11962800], [11977200, 11980800], [12038401, 12042000], [12060000, 12067200], [12121201, 12124800], [12207601, 12211200], [12294001, 12297600], [12322800, 12326400], [12387601, 12394800], [12398400, 12405600], [12466801, 12470400], [12495600, 12499200], [12556801, 12564000], [12567601, 12578400], [12646801, 12668400], [12726001, 12729600], [12754800, 12758400], [12816001, 12819600], [12837600, 12841200], [12902401, 12906000], [12927600, 12931200], [12988801, 12992400], [13014000, 13017600], [13075201, 13082400], [13093200, 13100400], [13158001, 13161600], [13186800, 13190400], [13244401, 13248000], [13273200, 13276800], [13330801, 13334400], [13359600, 13363200], [13446000, 13449600], [13503601, 13507200], [13532400, 13536000], [13600801, 13611600], [13680001, 13683600], [13701600, 13705200], [13791600, 13795200], [13852801, 13856400], [13870800, 13878000], [13960801, 13964400], [14047200, 14050800], [14112001, 14115600]]}}\n"
+      "Expe start timestamp: 1401573600.0\n",
+      "{0: {'_simu_solar_wind': [[86400, 104400], [151200, 194400]]}} {0: {'_simu_solar_wind': [[104401, 108000], [234000, 237600]]}}\n"
      ]
     }
    ],
@@ -31,26 +60,15 @@
     "from  datetime import datetime,timedelta\n",
     "import pandas as pd, json, numpy as np\n",
     "from dateutil import parser\n",
-    "from scripts.util import *\n",
-    "from scripts.plot_library import *\n",
+    "# from scripts.util import *\n",
+    "# from scripts.plot_library import *\n",
     "import matplotlib.pyplot as plt\n",
+    "import matplotlib.dates as mdates\n",
     "import math\n",
     "from scipy.stats import linregress\n",
     "\n",
-    "#RAW_DATA_DIR is the directory where the raw simulation data are, OUT_DIR is the directory where the computed stats are\n",
-    "RAW_DATA_DIR = f\"{ROOT_DIR}/out/\"\n",
-    "OUT_DIR = f\"{ROOT_DIR}/result-big-expe\"\n",
-    "FIG_DIR = f\"{ROOT_DIR}/../article/fig\"\n",
-    "#%matplotlib inline\n",
-    "#plt.rcParams[\"figure.figsize\"] = [15, 5]\n",
-    "\n",
-    "# time used by the experiments\n",
-    "nb_days=164\n",
-    "save_number=0\n",
-    "nb_replicat = 30\n",
-    "\n",
     "expe_start_time = parser.parse('Sun Jun  1 00:00:00 CEST 2014').timestamp()\n",
-    "print(expe_start_time)\n",
+    "print(f\"Expe start timestamp: {expe_start_time}\")\n",
     "with open(f\"{OUT_DIR}/expe_done_dict_{save_number}.json\") as expe_done_file :\n",
     "    expe_done_dict =json.load(expe_done_file)\n",
     "with open(f\"{OUT_DIR}/windows_dict_{save_number}.json\") as windows_dict_file :\n",
@@ -68,121 +86,31 @@
   },
   {
    "cell_type": "markdown",
-   "id": "b20d17c8",
+   "id": "ec6a7ed9",
    "metadata": {},
    "source": [
-    "## Compare loads with graph\n",
-    "Let's compute some load graph with 4 scenario only rigid, low_effort, max_effort with yellow state, renounce only in red state. We will also compute the queue size."
+    "## Distribution of window states on a typical week\n",
+    "From the energy data, let's visualize the distribution of window states on a typical week:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
-   "id": "impressed-disclosure",
-   "metadata": {
-    "scrolled": true
-   },
+   "execution_count": 147,
+   "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/mael/.local/lib/python3.10/site-packages/evalys/metrics.py:68: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
-      "  event_df = start_event_df.append(\n",
-      "/home/mael/.local/lib/python3.10/site-packages/evalys/metrics.py:68: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
-      "  event_df = start_event_df.append(\n",
-      "/home/mael/.local/lib/python3.10/site-packages/evalys/metrics.py:68: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
-      "  event_df = start_event_df.append(\n",
-      "/home/mael/.local/lib/python3.10/site-packages/evalys/metrics.py:68: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
-      "  event_df = start_event_df.append(\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Line2D(rigid only) black\n",
-      "Line2D(low effort) blue\n",
-      "Line2D(max effort yellow) darkred\n",
-      "Line2D(renounce) gray\n"
+      "/tmp/ipykernel_26783/2940534072.py:36: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_xticklabels([beg_short, end_short])\n"
      ]
     },
     {
      "data": {
-      "image/png": "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",
+      "image/png": "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",
       "text/plain": [
-       "<Figure size 2000x1000 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/mael/.local/lib/python3.10/site-packages/evalys/metrics.py:68: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
-      "  event_df = start_event_df.append(\n",
-      "/home/mael/.local/lib/python3.10/site-packages/evalys/metrics.py:68: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
-      "  event_df = start_event_df.append(\n",
-      "/home/mael/.local/lib/python3.10/site-packages/evalys/metrics.py:68: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
-      "  event_df = start_event_df.append(\n",
-      "/home/mael/.local/lib/python3.10/site-packages/evalys/metrics.py:68: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
-      "  event_df = start_event_df.append(\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Line2D(rigid only) black\n",
-      "Line2D(low effort) blue\n",
-      "Line2D(max effort yellow) darkred\n",
-      "Line2D(renounce) gray\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAB9IAAANpCAYAAABXR3LqAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3wUZf4H8M9sS++EQAi9NwsgIiBNVFRAxV4o6g/1FBtytrtTTj37nb3gnQU9y4kdCzZAQESU3lvoEAikZ5MtM/P7Y5PZmd2Z7ZuE5PN+vdApzzzzJJl9dma+TxFkWZZBREREREREREREREREREREAABTYxeAiIiIiIiIiIiIiIiIiIioKWEgnYiIiIiIiIiIiIiIiIiISIWBdCIiIiIiIiIiIiIiIiIiIhUG0omIiIiIiIiIiIiIiIiIiFQYSCciIiIiIiIiIiIiIiIiIlJhIJ2IiIiIiIiIiIiIiIiIiEiFgXQiIiIiIiIiIiIiIiIiIiIVBtKJiIiIiIiIiIiIiIiIiIhULI1dAGp4kiTh0KFDSEtLgyAIjV0cIiIiIiIiIiIiIiJqRLIso7KyEvn5+TCZ2AeTiAhgIL1FOnToENq3b9/YxSAiIiIiIiIiIiIioiZk//79KCgoaOxiEBE1CQykt0BpaWkAgF3Pv4bspKRGLk3z5x5dBWRKYR1z1NwNLuHE/9tILglbfyxCr7FtYLK2vFaMVrkGrcWd4R1UZoJlUWp8CtSMuQD8mGrF2CoXrI1dmBNMS66jIsF6jfVaQ2G9FjnWa+FhvcZ6raGwXosc67XwsF5jvdZQWK9FLpJ6LRLNpS5kvcZ6raFU1NSg4x03K/EDIiJiIL1Fqh/OPS0pCelJyY1cmubPnSYC6eE9HNSYU+ASTvy/jeiSkJycjNT0VJhb5I2+CelimA9sogkWfi7D5gKQnGxFusgXGOFqyXVUJFivsV5rKKzXIsd6LTys11ivNRTWa5FjvRYe1mus1xoK67XIRVKvRaK51IWs11ivNTROB0tE5NXyvnmJiIiIiIiIiIiIiIiIiIgCYCCdiIiIiIiIiIiIiIiIiIhIhYF0IiIiIiIiIiIiIiIiIiIiFQbSiYiIiIiIiIiIiIiIiIiIVBhIJyIiIiIiIiIiIiIiIiIiUmEgnYiIiIiIiIiIiIiIiIiISIWBdCIiIiIiIiIiIiIiIiIiIhUG0omIiIiIiIiIiIiIiIiIiFQYSCciIiIiIiIiIiIiIiIiIlJhIJ2IiIiIiIiIiIiIiIiIiEiFgXQiIiIiIiIiIiIiIiIiIiIVBtKJiIiIiIiIiIiIiIiIiIhUGEgnIiIiIiIiIiIiIiIiIiJSYSCdiIiIiIiIiIiIiIiIiIhIhYF0IiIiIiIiIiIiIiIiIiIiFQbSiYiIiIiIiIiIiIiIiIiIVBhIJyIiIiIiIiIiIiIiIiIiUmEgnYiIiIiIiIiIiIiIiIiISIWBdCIiIiIiIiIiIiIiIiIiIhUG0omIiIiIiIiIiIiIiIiIiFQYSCciIiIiIiIiIiIiIiIiIlJhIJ2IiIiIiIiIiIiIiIiIiEiFgXQiIiIiIiIiIiIiIiIiIiIVBtKJiIiIiIiIiIiIiIiIiIhUGEgnIiIiIiIiIiIiIiIiIiJSYSCdiIiIiIiIiIiIiIiIiIhIhYF0IiIiIiIiIiIiIiIiIiIiFQbSiYiIiIiIiIiIiIiIiIiIVBhIJyIiIiIiIiIiIiIiIiIiUmEgnYiIiIiIiIiIiIiIiIiISIWBdCIiIiIiIiIiIiIiIiIiIhUG0omIiIiIiIiIiIiIiIiIiFQYSCciIiIiIiIiIiIiIiIiIlJhIJ2IiIiIiIiIiIiIiIiIiEiFgXQiIiIiIiIiIiIiIiIiIiKVZh9IP3r0KJ5++mmMGzcOBQUFSE5ORmJiItq2bYvRo0fjwQcfxO7du8POd8OGDZg5cyZOOukkZGdnIzU1FT179sQ111yDBQsWRFzeeOVLREREREREREREREREREShsTR2AeLpueeewwMPPICamhq/fUVFRSgqKsLixYvx2GOPYebMmfjHP/4Bq9UaME+3240HH3wQTz75JCRJ0uzbvn07tm/fjvfffx/jx4/Hm2++idzc3JDKGq98iYiIiIiIiIiIiIiIiIgoPM22R/p9992Hu+66SxNEb9u2Lc4880yMHDkSHTt2VLaLooinn34aV199NWRZDpjvTTfdhMcff1wJdlutVpx88skYNmwYcnJylHRfffUVzj77bFRXV4dU3njlS0RERERERERERERERERE4WmWgfRly5bhySefVNZ79OiBRYsW4dChQ1iyZAkWL16MPXv24Pfff8eAAQOUdB9//DHmzp1rmO/rr7+ON998U1mfOHEidu/ejbVr12LZsmU4fPgwXnzxRVgsno7+69atw4033hi0vPHKl4iIiIiIiIiIiIiIiIiIwtcsA+kvvfSSspyRkYFFixZh1KhRfukGDRqEhQsXanqnv/zyy7p52u12PPTQQ8r6qFGj8Omnn6Jdu3bKNqvVihkzZuC1115Ttn3wwQdYvXq1YVnjlS8REREREREREREREREREUWmWQbSly5dqixPnjwZ+fn5hmkzMjIwY8YMZX3VqlVwOp1+6ebOnYuioiIAgCAIePXVV2E2m3XzvOGGG3D66acDAGRZ1vSOb6h8iYiIiIiIiIiIiIiIiIgoMs0ykF5cXKws9+vXL2h6dRpZlnHs2DG/NJ988omyPHLkSPTq1StgnjfddJOy/M0338DhcOimi1e+REREREREREREREREREQUmWYZSE9NTVWW9XqX+1IHowVBQEZGhmZ/VVUVlixZoqyPGzcuaJ7nnXee5viff/7ZL0288iUiIiIiIiIiIiIiIiIiosg1y0D64MGDlWV1oNqIOhh96qmnIiUlRbN/8+bNcLlcyvoZZ5wRNM82bdqgU6dOyvq6dev80sQrXyIiIiIiIiIiIiIiIiIiilyzDKTfcsstyvKnn36KhQsXGqZdu3Yt5syZo6zPmjXLL82WLVs06127dg2pHOp0vnnEM18iIiIiIiIiIiIiIiIiIopcswykT5w4EbfddhsAQJIknHfeebj//vuxYcMG1NTUwOFwYNu2bfjHP/6BM888E3a7HQBwzz334KqrrvLLb+/evcqyxWJB27ZtQypHhw4dlOU9e/Y0WL5ERERERERERERERERERBQ5S2MXIF5eeOEFdO/eHY888giKi4vxxBNP4IknntBN26tXLzzwwAOYPHmy7v6KigplOS0tDSZTaO0P0tPTleXKysoGy9eXw+HQzANff143AJfBMRQ7bjcAlxDWMaIkQxSk+BSoAYluSfP/lsYky3CJ4f3t4Qbk+BSnWXP7/J9C15LrqEiwXmO91lBYr0WO9Vp4WK+xXmsorNcix3otPKzXWK81FNZrkYukXotEc6kLWa+xXmsojBUQEflrtoF0ALjttttw6qmnYvr06di6datumry8PNxyyy24+OKLDfOprq5WlhMTE0M+f1JSkm4e8c7X1+OPP46///3vftsXp1qRnGwN+bwUoT+yIziotO5f87Dtx6LGLkIjygn/kLTYl6Kl+DGNdVrYWEdFhPVamFivRYz1WgRYr0WE9VqYWK9FjPVaBFivRYT1WphYr0WM9VoEIqrXItG86kLWa2FivRY2u5n1GRGRr2YbSN+3bx9uuOEG/Pjjj8q21q1bo3v37rBardi3bx8KCwtx5MgR3H777XjkkUfw9ttv4/zzz/fLy+XytsWyWEL/lanTOp3OBsvX1/3334+ZM2cq6xUVFWjfvj1GVbmQLbKdWby5R1cCmeG1gSw2d4NLSAqesIkT3RK2/ViEnmPbwGxpljNJBGSVa5Ar7gzvoDIBlkW80w+XG56XF2MrXc33iy1OWnIdFQnWa6zXGgrrtcixXgsP6zXWaw2F9VrkWK+Fh/Ua67WGwnotcpHUa5FoLnUh6zXWaw2looaxAiIiX83yPm/Pnj0YPnw4Dh48CADo3bs3XnrpJYwZM0aTbuvWrZg1axa+/vprFBcX48ILL8SXX36J8847T5MuOTlZWa6trQ25HOq0KSkpfvvjla+vhIQEJCQk+G23AGAbs/gTLACs4T0cmM0CJKH53BibLSaYrc3n5wmVWRZgNYX5YGgRmmfF3EBYr4WPdVRkWK+FgfVaVFivhY/1WmRYr4WB9VpUWK+Fj/VaZFivhYH1WlRYr4UvknotEs2tLmS9FgbWaxFhXUZE5K9ZfvNOmTJFCaL36NEDv/76q18QHfDMjT5//nxceumlAAC3243rrrvOb7j01NRUZbmmpibkctjtdt084p0vERERERERERERERERERFFrtkF0pcvX46lS5cq608++SQyMjIM0wuCgBdffBE2mw0AcOTIEXz44YeaNK1atVKWq6qqUFVVFVJZioq889bk5PjP4xKvfImIiIiIiIiIiIiIiIiIKHLNLpCunhPdarVi3LhxQY9p06YNBg8erKwvWbJEs79nz56a9X379oVUlv379yvLvXr18tsfr3yJiIiIiIiIiIiIiIiIiChycQ+ku91uuN3ueJ9GUT+kOwDk5uYiMTExpOPat2+vLKt7fAOeOdbV1q5dGzQ/l8uFjRs3GuYRz3yJiIiIiIiIiIiIiIiIiChyMQukb9u2DXPmzMH06dMxbNgwFBQUICEhQfOvoKAAw4YNw/Tp0/Haa69hy5YtsTq9IiEhQVmOdN7xpKQkzb4uXbqgoKBAWV+2bFnQ/FatWqU5/4gRI/zSxCtfIiIiIiIiIiIiIiIiIiKKXFSB9LVr12LWrFno1KkT+vTpg1tuuQVvvvkmVqxYgUOHDsHlckGWZciyDJfLhUOHDmHFihV48803ceutt6Jfv37o0KEDZs6ciVWrVsXkB8rPz1eWS0tLUVhYGNJx6vO3a9fOb//EiROV5Xnz5sHpdAbM77333lOW+/bti65du+qmi1e+REREREREREREREREREQUmbAD6ZIk4b333sOQIUMwcOBAPPvss9i/f78SMK//Z8Q33cGDB/H8889j8ODBGDRoEN59912IohjxD3TmmWdq1p9//vmgx3z88cc4cOCAsj5y5Ei/NNOmTVOWjx07hjlz5hjmd+DAAcydO1f32IbKl4iIiIiIiIiIiIiIiIiIImMJNaEsy5g7dy4effRR7N69W9lWLzExESeddBL69++Prl27ol27dsjKykJSUhJkWUZNTQ1KS0tx8OBBFBYWYsOGDVi/fj1qa2uVPNasWYNp06bhoYcewl//+ldMmzYNJlN4sf4hQ4agV69e2Lp1KwDgxRdfRL9+/TB9+nTd9L/++ituvPFGZT0vLw8XXHCBX7rTTjsNEydOxJdffgkAeOCBBzBgwAAMGzZMk66iogJXX301KisrAQBt27bFrbfealjeeOVLRERERERERERERERERESRCSmQvnDhQtx1113YuHEjAG8AvXfv3rj44osxbtw4DB48GDabLayTu1wurFy5Et999x0+++wzbNq0CQCwZ88eTJ8+Hc8//zyeffZZjBkzJuQ8zWYznn/+eZx//vkQRRGyLOPGG2/Ef//7X1x55ZXo0aMHrFYr9u3bh6+//hrz5s3T9IB/5plnkJKSopv3888/j19//RXFxcWoqqrCWWedhRtuuAHnnHMOUlNTsX79erz44otKQwOTyYQ5c+b4zbneUPkSEREREREREREREREREVH4Qgqkjx07FoIgQJZlpKenY8qUKbjhhhtw8sknR3Vyq9WKYcOGYdiwYXj44YexYcMG/Oc//8E777yD8vJybNiwAeeccw7cbndY+Z5zzjl44403cNNNN8HhcAAAlixZgiVLlhgeY7FY8OSTT+Laa681TNOpUyd8/vnnmDBhAkpKSuBwOPDKK6/glVde8UtbH9CfMGFC0PLGK18iIiIiIiIiIiIiIiIiIgpfyOOmt27dGk899RT279+PF154Ieogup7+/fvj+eefx/79+/HMM88gLy8v4HzrgUydOhWrV6/GFVdcAavVapjOZDJh4sSJWL58OWbOnBk036FDh2L9+vW45JJLYLHot0MYPHgwli5dGtbQ6/HKl4iIiIiIiIiIiIiIiIiIwhNSj/THHnsMd9xxR4MNJZ6amoqZM2fiT3/6E1544YWI8+nTpw8+/PBDVFVV4ffff8f27dtRWloKAMjIyEDXrl0xePBgZGZmhpVvu3bt8PHHH6O4uBhLlizBgQMH4HQ6kZ+fj9NOOw09evSIqLzxypeIiIiIiIiIiIiIiIiIiEIXUiD9vvvui3c5dCUlJeHee++NOp/U1FSMHj0ao0ePjkGpvHJzc3HJJZfENM945ktERERERERERERERERERMGFPLQ7ERERERERERERERERERFRS8BAOhERERERERERERERERERkQoD6URERERERERERERERERERCohzZEersrKSixfvhyrV6/GsWPHUF5eDlmW8cYbb8TjdERERERERERERERERERERDET00D6/v378fDDD+P9999HbW2tsl2WZQiCoBtIHzt2LDZv3gxBELBo0SL06NEjlkUiIiIiIiIiIiIiIiIiIiIKS8yGdv/iiy9w8skn480330RNTQ1kWVb+BXLttdeiqKgIRUVFmDt3bqyKQ0REREREREREREREREREFJGYBNK///57XH755coQ7larFWPHjsWdd96Jrl27Bjz28ssvR3JyMgDg888/j0VxiIiIiIiIiIiIiIiIiIiIIhZ1IN1ut+O6666Dy+UCAJx33nkoLCzE999/j3/961/o1q1bwOOTk5Nx9tlnQ5ZlbN26FUVFRdEWiYiIiIiIiIiIiIiIiIiIKGJRB9LfeOMNHD58GIIgYOzYsZg/fz7atWsXVh6nn366srxhw4Zoi0RERERERERERERERERERBSxqAPp8+fPV5ZffPFFmEzhZ9mrVy9lubCwMNoiERERERERERERERERERERRSzqQPrmzZsBAN27d0ePHj0iyiMrK0tZLi8vj7ZIREREREREREREREREREREEYs6kH7s2DEIgoCCgoJYlIeIiIiIiIiIiIiIiIiIiKhRRR1IT0tLAwDY7faI8zhy5IiynJOTE22RiIiIiIiIiIiIiIiIiIiIIhZ1IL1t27aQZRlbtmyBLMsR5bF8+XJluXPnztEWiYiIiIiIiIiIiIiIiIiIKGJRB9LPPPNMAEBFRQW+/fbbsI+vqanB+++/DwBISEjAsGHDoi0SEREREdU5+MlPOLZ0TWMXg4iIiIgC2Pfu1yhdtSXm+a5Zk4P//rdbwDR796fg1R+7oMYZ9WvCuHG5BcxZ2Bk7ilIbuyi6qmpr8OqP3+FQaUljF4WIiIiIYijqO+RJkyYpy7NmzUJ1dXVYx8+cOVOZZ33ChAlISEiItkhEREREBKBy+178dvm9WDJqemMXhYiIiIgMHF34O/6Y9hAWDZ4c87yHDLkIN9wwEj/+mG+YZsCoizFj7gDM/qRvzM8fKy9+3w23vDUQvf48rrGLouuu/76NGXP/g+EP/7Wxi0JEREREMRR1IP2ss87CqFGjIMsytm3bhrFjx2LPnj1Bj6usrMSNN96I119/HQAgCAL+9re/RVscIiIiIqpTs6+osYtAREREREFUbt0d93Ns2JBtuK+q2goA+GlT67iXI1LLd+Q0dhEC+nadZwSovceKG7kkRERERBRLllhk8p///AdDhw5FcXExVq5cid69e2PChAkYPXo0jh49qqT79NNPcfToUaxYsQJffPEFKioqIMsyBEHAI488gn79+sWiOEREREQEQJbkxi4CEREREQUhCPEfUl0Um+6w7aGwmJv2fa3ZdGL/fomIiIhIX0wC6V26dME333yDiRMn4tChQ3A4HPjkk0/wySefAPD0NgeAyy67TDlGlr03wHfddRfuv//+WBSFiIiIiOrIktTYRSAiIiKiYIT4n8LtboCTxJHFxEA6ERERETW8mN3lDRgwAOvXr8fkyZNhsVggy7Lyr57vto4dO+LDDz/EM888E6tiEBEREVE9uWm/cCQiIiIiQGiAIKwontiBdDMD6URERETUCGLSI71ednY25s6di8ceewwffvghli5dio0bN+L48eOorq5GRkYG8vLyMGTIEJx77rmYNGkSzGZzLItARERERHU4tDsRERHRCaABgrBu94kd6LWYm/ZISwykExERETVPMQ2k12vXrh3uvvtu3H333fHInoiIiKjZczvdeOO6z+F01iLS8T5TyvYgZdAgAMCLl70Xg1JJsMAd7iFADV8sRsJuApap3hmnnpGjLB97Zw8gA0n2A2h95EfNcb+f/CxMSa0gA9hy8AA6tsrF3uPFSE1IxPIdW5FotSEzORkmIQGHyv6uOTY3vQz9C5x45brV6N6mKo4/HYVq9/YEHD9qwcBh1Vj8bTq69a5FRlYVnv/7EVx4TQYKOiXixUeKcOm0dJRsPYQ1H27CtLkTsHnhbqz+dAMuf/JcrPl2J3Yv34PJL47H4jfWYP/6w5j28njsXlOEH1/4BV0GdkVaByu+eXoxzpg8ACeN7YK3bp2PnI5ZuPj+kVjxxWb89OoyXP7Y+eg+oCCqn+ftO7+BIAiY+ux5WLNgB5a/uxrj7x+Ndr1y8PaMr5CQnozJT52NHb8fxA/PLsOZ009H/9Gd8PN/12HTd9tx1dPjkNUmDe/c9S1sKVZc+ehYrPupEEvmrIBc7YR4qBrmjmkQrGZYsjJx/YvjsPzDDdj60w5c/a8LkNEqGR/85Sc47U5MffY8HCuqxKv3rMfwCa0xdlIb/O+VPTiwrRx3PdsfToeI95/6BYPP6YJ+Z3SAJEn44Oll6NI5D2diMCRJwtdrV6Nn23z0aJsfo7840YmrbE8Rdi9ch75XjMD/Zv+M1OxknHXTaXjvzq+Q2LYVrntyNN7/y4+oOlaDq546C+/d8S26DO2E3md2xJePLsSpl/RHxeFKFK7YiyufOR8/vrISpQeqMPXlC/DR/QsgWM2Y/NS5mHvXNzBbLLj80dF465b5yO/TBhPuHoqPHlyIquJqXPvseVi7aAeWzVuBq5+9AIvfXI2irUcw7eUJ+P3zrdi8dDtGTT0Dkijipxd/wRlTBnrqvVvmw2S14oaXL8Dcmd+ipqwG014ej8pj1Xhrxi/I6pyJ6c8NBwC8e88CuGocmPb8BKz8YhtWfbwOfYblYc/KXaiqTgLgGRioqjINKalVMAXoTV1b60BC8S7k6dyzVVWkISO3GonuUhw+XoDUjCqYBP+8JElCTUUlWqMU1altUV1dCwhAamYS/nTFE6itNOHoRhmPPWpHza4ySLUiAECwmmDLtOD20bfC3aYAx3Ym4KbXy5CWWAGzyXMTYmmdALlWBEorYRNLIXbtCldRLWSXfzlEyYRKRzpadXVCKnNAsou6P7NZqkZCfiJqSqyQnZ7zCLKIRHcRpM5d4ChyAm5v/i5RRG3NNlw2yPO7nfHGVqQkJHp+zwD2He+EtIRK2KwHYTWbYTGZcbzKDbfUFpnJNUi22f3KWeVIQ1pSBRxOB2RZQpUjE4JQDbOQBYc7AU4xBcAaZKckwmrOgssNVDmscEupkOQEmAQXJNmMxIRSfOGoxpiCCTiloAeysRs3vfApSis6w7JjF0Q4UGNug1auddhvbYMaV1fkZwlom1mMorIKHCrrjh7yevTFt5AEE5bJEkwARvbph1EXXoLU2locEdOx6KPPcMV1F0KorcRBRxp+/nwBbr7neuTmpOP3X5dh68oVuPa2mRBMJnz98nNIzc7GyKumoOjwMbz13Fu4+Iar0KtHdN/hRJH48plfsPe3PQHTJCdKGHdVF7Q7f5hm+5rvd+K3D9bj6ifORHa6iCdu34FaORn3P1OAX787ikUfH4aU1QqupBxkuw6ipsKJ/3uwG1KTJbx0zw6MyO+IcwZ0QFFZKZbv2I7xpw6AzWKN409LRETNkSDL0Y35OWbMGGX5zTffRKdOnaItE8VZRUUFMjIy8MCf/4LEugcPio8v3D1hl+PSXoWIiFoEGQ0yaSadgOTAQ/cLbLzQIskyALnu7x9O/REsbf3+eNVJrOuImpcT5TN9opSTTlhyA/SiF0yq8wiAIHjXNfvA+0Nq2mTZc/2ybm5UosOO7c9di/LycqSnpzd2cYiImoSoI3yLFy+GIAho3749g+gnGMksQjSH2auMwmJ3WWCHrbGLQURERM0R3y+RL14TRERETUdDfS/7nkcIsI+oqeK12iRI4Y5AR0TUAkQdSM/KykJZWRk6d+4ci/JQAzKJZphF9paOp2TB7WlISUREFJFoW+Orei2zB0rzVN8DWaOuNxK1PL490oiIGh17FsaM0lvTaH+cex7LUnzvJ+Odf2Mz+vvp3suFo74Hr94u9kinE4ns/ZzI4L1sIxHhbOwiEBE1OVFHUfPz81FWVoba2tpYlIca0J3deyAnKbmxi9Gs/QWA++wyICu84byOmHvAJZz4fxvRJWHzgkPoMy4fZmvLe2CzynbkidvDO6jUBMsPafEpUDPmArAgzYpxlS5wtqvwuM+ubLF1VCQasl57+fz/IrOjHVJ+PsZceRradc8LO49dr3yEdbc9BQCYJP4RdZlYrzUcvXrti6MHsb6yDABwVnYehma1QumRw3hr1u0AgNFTrseid95E14Gn4cI771HyGvLQffi9cBcAQHx3nt+5qmvN+GBFK9z0xkQArQFsQ0ayEyVzvozfDxhHza1e62oeCADIzHajrMTz+JaStgbVlacCAKy23XA5PY2an64LVm1KPged7hkKAJBdbghWz3Hla44i49TWAIDStSXIOiXbeyJ7DZDsmXu2utCBlC4JAIDRlw7Aoo9Xe/KqqsaUJ6+I+Gf56KGFcFg889RanIlw2+qeIavtcJQlIqGdp15NTc1DVdUR5bjJfxuPdx/5CgBQu+0IMrt3Qa2pGgDQuXsHbPt+FWydc3XPWbzDhtzunheC1ZuPovcFg7Bv9z4AQIKUisq9e2Dr3AoAcP/9BXj88QMAANe2Q3DJViT3ylX2PXDV70g7qS0A4G9d++LRzz/GQ5/8D4D+Z4u0eL8WuROlXqv/nKqVrzqCjIGee5jiA0nILagBAIhHy2FunQEAkI6Vw9QqQ3OcfWux8vkr+aME2YM89VXZpmpk9k0BAFSuP4q0kzx1WpeeXVC4rRAA4NgvIqG92ZPPjuNI7p7jOXZ9KTJPyvKepLYWSPRMd1e5rQJpPT1D2B5fXY6cAZ7ylG6shqPChDZDPfVj135tULy7FhXVZZ6f47gT5hyfUejKKzD5mavRL+0U1Ng95dglrjL8vXU1D1KWd6nu1+6e2gk/fm7DrFn/AgAceGo1/mP/QjevruZBeFq13nrudFx88QD861+eunTTpj745JNJmDPnI1x8cSXS0jzlqq/z6hUWdsY770zx/GzvfowtVRX4+Mh+AEDK7Nmonj1bSfu3rn39ymGefCnGj/8KgwatMkwDAI/+sQxyVpYmzbNTr0DVgw8GzD+Q95cvxeRXX1Bt8QaXj732BbJSXJpyAkCX1hUoPJoB4FkAdxrkbAPCDCz96U+vIi/vKObOnYzdu7vopmmf/W/sL7kR09ANfbEzrPxDdeVD/8CHf/+Lsj6zCX1XRVKvRaIp3+OF40R9v1ZZWoXPX1oMABhy3gB0H5Tvl+aBq1ejd+9DsC1YAKlVK7gHDQJcLkx++GLle8V1sASOKitSe3qeK1947hbcevXjyveI2rGtDqQnVsLWyXN/97eufWGefBkAYHiPXvj5b4/E40dtNipqRGQFT0ZE1KJE/c07cuRIyLKMzZs3w+VyBT+AiIiIiIKSA81/HSqpAeZlpAajvibkupfDWXltce0jT2H686/BbLbU79QQg1wHKYkiLj99N4Ay5WBZZg+QpkbbKSfYmK1G+1UXh08do131HiOJsmprdNeFpDqHJKp7yGnzFd1B6j9VRqIYuIemLMmG654yBDiXz+9IdDP8SxQ29cdTjPC+RFONqb8LvSS3pJsmYHWpSmey6H++ZVkGVN+JkizDpOrVq3e7Jiv7oqszZQkwmVR1lhT6K7wrrzwdCQnen0mWBUiSGTk5OUoQvbmRAtw7pyVqhyq+ZtheAMC94zfUbflvTMtS/7fPzCwzTDO4qyfA/iscMT23mqO6OqLjZn/yP5z6wCxU1tTEuETU0shiGPMMCAKkvLrG41afOtln4AazKcDw43yMISKiGIu6R/q0adPwyiuvoKqqCm+//TamT58ei3IRERERtWixiKP7BpCo+VD/ZVt3qptiSQkm+gT/QmhQ4Q2Q1gfSoysfxZ4geP8otTWdwjhQk0nYx2iCU9G+mFRdWJI6WC5oh6UN1pBIvVsWA5/S7dIGnjQfBwmQDX8o/zL4BsWibVhA1BJoPmNu1QfWIDiu7BbUy8aNgOpJLu+HWx1QDX1kYIMgtQzYsrz71OcBjO61PCeNtj2jJAkwmVQ/VxiBdF+i6AmeWyzxb2TZWI3xjL47zu73JSxm7b63b/wdf5+0Cbnpx3HTmwCwCh/OeBYntU8EUIA+906oSzlXc9xr13+DDjmVAPLx13m9sHqPZ9SEJ69+BR2ykmGzpMPuEFDY5ghkAHef/ysyz1qN8c/8n1+5erdri11XvYyuM2/FY1iNPBxGDTLRt98XGLbxWdgQfWclwWRCKdohCwfDOu6Rzz8GALy+8AfcfcHEqMtBLZeoakBlMqgaNJ/OAPeAgtsBwNMj3WQSDSt4gUPCExFRjEXdI33QoEG44447IMsyZs2ahV9++SUW5SIiIiJq0QQ5+hedMnukNyuywXK9+pdGvi+SQwmk++bMOHrTlpC4T7WmE/A1PDLQX1bWXRRFdeAryheT6kC6b89U9emD9EiX1L3KZSlgOHvvzvbKsgBtvSj5fDbU606nz1DNgCagRUSh0QTSRYPAoHEs2rMoqBva6CbR1imSOpAeaE5x411qzjJVvSFKkN2qn0OvWqj/Pg6zyrjlges165KkrXfMFuCd74yn2HkDQJUgYMRX3kHeR45MR1qaGQsXjgEAWCzaH/qCC7KQkhK7YaI/v+sXbFo9GDYpASOz9KfciBejHunJCf69sk0moHNru+aYwV0T0TM/Fz3z1T3EtX/Eod0tOPckM8496QhO71qubL/jvNa4fEgqLhok4ephIrolpwIAdlqPoVs3MxIS/KfDNAlAp9y66VZgxlacj70YipO6dIeI2IwaIMsS5Che/bqlIK3ViIKQXN5ryGQLfC3KgmAcSJdlwOT9XJhNxtdmShv/ezgiIqJoxORu+emnn8Ytt9yCyspKjB49GnfccQc2btwYi6yJiIiIWqRYxMBtmenRZ0JNhhxqj12fXe2yc4Lm7Y0zcGj3Jkv1J7FXBR6qVdBEmgT97YGOV/dIj3QoZh2SUSBd8BmiOdhoGuqhnSUpYE95TU9WQdt7VBZlw0BaRYX/nJtRNyQgaoE0g2KI+oGPYDWTEKT3OgC4VT3FNUkCjiqs34DI9ztWUAWzZQmAYDZMqyZJ4dUZ5148RrPeKs8FUfS+tjv/BhuGja00PH4rgOcyUtF23OnKtqFD03HrrW1QXu6p09LTtXN9n3RSCm67ra2yXlmZptmfYNK+NhRKSgL+DBMGHMbOJ3/GPd26YkR2a8N0QlmZ37aM1nmA2zNcc4o5/AE0jQLpRr1gAe3fTz+ZNk+T6julVZrxvOk77FXK8odF+3D//U8iNbVKk0adl/rsAgQkwT/wHglZkiBHMRgpe/ZStNxOdYNM45E/PPuDXW/e/YmJNYb3fzXHXRxei4iIYirqod3HjPHe6KelpaGyshIvvfQSXnrpJWRkZKBz585IS0uDyRQ8Zi8IAn766adoi0RERER0wnM6op8vsf015+Hoj78hd8xpMSgRNTZZ/32/QumR7rP39Rtuxu3vvIHbzjk/lLP4nYuaiLD+JkbhgFB7ZqrnSI/l0O7eRbdLgkXJUBtJl0Q5YJNvdbAk2NDuJsFbfgGSpoeoX9BFtZ6RUe73QRA4VgNR2DSjqQQNWuozWwyC5Crq0VfU5zGnensm+vWGDPK9Wn/CJFs5gGTPedySJn/dod0TEwKW1dc9j8/A4f1H0PfUnprtdzx0GEcOdkSiKwnJx7egzz9uCpqXyexfeQqCgMceW4k9e9IwaNAx3f2Xn5+L1/5dgw0rW2PigIO4d8I2AEDnpBSckpaJ1rZE5M68D3+sWgn3uediVG5bv3y8+QHB/sLnJKXh1yNHMeGkAcq2i2feh++++RLOUSMxLr9j0J/Vl+8oI/W0AWstbbuz4FelOsmsC7Zh08F0dB112C9dpsWKMrd2BIZZs/6J2bMfMihXV+85YjhtiCxJcIG9c6nxOB3ez6UtQX+kBeWTEKhHOgB1O9/TTl8Dc6vwG42zcQgREUUi6kD64sWLNV9C6iEly8rKsHbt2pDykWWZX2ZEREREdWwJNgDGPV1CYbJacNp/H41NgajRBRva3TuUrHZvQXYOPr3znoB5+82RHlkRKY7cbk2XzCCp9fdrntv80ugfI4tGXTsjoIpxOB1OJCJBydbpNCGxPpkUOJCuzkcS5YDF6jP8kLIswwRZ9h3+WdVLXhOD0Rsyn8+rROHSzHUuaxu2hHqcJUG1w6BKElW9HjUBe4u3MhECdE02GjIeAExQ5S1q6wbdmI/Dc/8Wao/0m+6Zprs9I0vEy/MKAZxV9y84waATy913bwh4XNcOSXh2RGs8O+IwAG9gWBAETGjdzrNyag66nDowpHIEc9qwkfBt5pnVNh9X3nBzxHka9UgXAgXSVReU/jtJ4x7pqYki3r99BRakWQGfgQLyEhL9AukAkJt7FMXFnp762j9VsqocgBPWmMyRLksyJNUX6i8ffwiT2Yy2Xbuj00mnBD0+lkF9apkkVZ1ptoQwMK7h0O7a1d59jae5EAT/9ERERNGIOpAOBB7KKuCwk0RERESkL9jQxtTiaIZ213k7JKj2RnMWgEO7N0VWW+h/V4PO5ZrlUP/EYix7pKtKZrWoeiUJAsxyDeoDCbIoB3xSVT9jenogGhcsNds7uocgaOcsDjqEvF++2nWXaAXwOoD5QfIhIgAQVQ2CJJiUWaCD9alwq9oVSqqhztUVmexWfbjVdUSVA8jy1C2SQxUQd4s+n2hZZ8nDKaeozi9DdKt26tQj8q79ej9GgwhlNMjmyjiQbnxMuKMkRNv/p3fvrUog3WwyLu9GdMcAbI7uZAC+fP5p5KvWf/viE2V55rvzgh7P/k4ULUk1pYdJv0O6V4Ae6YLFzOA4ERE1mqgD6W+99VYsykFERERERAFoh8fVSaAaGSpc3l5Y7JHeVGlfZgf+C2nnQlcFmtQBnwAd0g3nK09MRDQ00xOoO6MKgqaXksNhRoK6B6ovdbwscBzdj0vVwU/2DcJruqTq/I5lbQ/aFTvHAbgawHQAH4deCKIWyiy7gLphpoWUIPWJoN8KSDCJeps1dZXucOsA3G7VsaJoOGeK74gdJrP3OEkSIajm+dU7lfxH9AHQSJkCTQjezBnd/wSeI927bNwj3bs90DDxoRgzZhGWLx8Kt9uC0X2OGqQScBitgRgE0okam7o+NpuD1E8BAumywwVZCHRzGMxlAKbD6f57FHkQEVFLFXUgferUqbEoBxERERGpcFQf8hXqHOlRnsXvXNQ0qIckT05Nhr3Ks+xy+g/9atgjXT2EbcCTeRc1c6RHSXNd+VxkskX1aBpk4nOn06k8yEpyeOUzyT6/L/Vcx0EufN8hkytrs8I6N1FL5HaqPjeC6vNa6wSS64IiOpFOzZDwBnmrA95ul6reUH2ULbK3O7tZPX94iN+ZnmpB1cNd1Oav+4UpBq7D4qkl90g3qsMD9khX/TFNhoF0kypN9DdID02di7HtO+K0LmW6+02CgEqk6O6LJ1mWIUoSLGZvt2FXI17L1PwIliBd0gXBpzGoWuCpfHyygf/sIR8BAPYUV+rtJCIiCqjl3mETEREREZ1A1K+Vip21/gnqXwBH1CNdexYO7d701FTXKMvqd/1Wq/9LSU0/TsMIgvF1Iqhi2rENpEuqZfUJBc28w4IQ6JyyJlDkqjUh5MdaQTvPuednU/fYVyfV+72pyy/DFLCcRAQASTnqOspghAw9qo+gyaLq0SioAuPqKS9E/UYxomBV5enzuQ7p+1IbvJEcTk1d5nL6909JkKtCyDc+zMECVc2YUcOqQMFvzdDuht+XJlWa8Mv15069NOt9+1RhcNcyw/QCgEqkhn+iKF398nPoeMfNKK32Xr+JVmuAI4iCU9/fmcz692uhPboIMRkyyyWyESQREYWPgXQiIiKiJog90smXTRU8zLba/PbXB/6iu3Y4tHtTFehvkoeNsMKuShzdX9BpV01ILMbwalBl5XSogk8Wi3Zo+QABNgHagPf8D7uFNbS7uteqJ58APZ8C/R4ZSCcKibvKW59ohkwPIyIpa6Y/934XmhO8QWPRrQ5ue0eekI2mb/A9R6BOkEbTUgCwuSv8DnHU9SZOTmm43rxPvTkbOa2z8dL/nmiwczY1Not+0DclwbiuVgfPzbq9+auQZPUOJ20xh/adaFMN/59oNqNrkjcwvr6yLOCxgiBgJzpqtt0HR0jnjcZHvy1HUXkZPv39NwBpAHrE/ZzU/KkbZJoMh3av2y4IkM1GjYHC6ZEeoK6PfnBeIiJqgRhIJyIiImqipPz8xi4CNSFjc/KUZd3XQ1F0Ivf2vuXQ7k2Vpre06m/dT16AWeiPP2EEpIwMuHv00M4DrOI776/2BN59Carhz0VJdWK3O+xyG53DJleGlM6XAFkzFO/h/SlIQHXIRdAMe+w7vLzP3PKCRfu47PsRC9xznogAwCp6G/moP2Hm9MBzpIcSZ3fZvZ9B0emt9yzqqSLUQ8SrG+n4TcUb2udZlrV1hWT1n7O3Ap7v63d/2I6+p9rx/sJtIeUdjUumjsdvh77DSaf1jfu5mqrJw0ZgRM/eeOTSK/HG9FsAPIRk2y945mrjeZVbpaXj2mEjMHn4SLRKS1e2X3H6fwGsQEH2a1j4lz9j2ojduOqMfWiXVWOYl9pZOXnIT0jChFzPvXyGqmd3qlkbyHvn5ts164IASKpgX5su3SDCvwFlvHi+9/cB2IZDpe0hyzIWrF+DAyXHG6wM1HyoGzmZDWLYtbVJngVBgOAI0GgkBs8nbjEj+kyIiKjFiVszrJKSEqxcuRI7d+5EaWkpHA4HMjMzkZubiwEDBqBfv34xmseRiIiIqPmx5nhfmJla8DCd5JVusWJ4ZissKzumu7/+3jomPdI5tHuTI0n6wfHx7r8DANpjFeyTZ0Bu1Qrpn2wJnqHPn1hI887HKtm8Aa5YDu3udLphqx85wWYc2AgU0DLDqQmk52JNGD1bTZrPhyzImneyvj1NTUnGQ9rKHLeBKCQuc7KybLapplaoqIEpJ8Cw0YLhii5R3YDIaIhvt0t3u+eYQJvVc6TLmipK7yv3d1wFADjldDu+/COE+jhGWvo7tkSbDYv++rCyPm0EABwGEPg+eu7Nt/lte39GIt6fcQDAPwAAg7uuCqssaRYrbijooqyPyW6NfTV2HHM5UCW6UeSoQZsET/DwmmFn4r3lRfhufRsA/n/H+u+bzRiPPvgKp42/EL9/9YWyv02XbphTOAMX4s6wymjEc7ZMAMCWQ/3w7bo1mPDPxzGwcxesfPjJmJyDWg5R1YDJZNDbPCW1bjqBAHVYOI0XTQHuIy2m8pDzISIiqhfzQPq8efPw0ksvYdmyZQHTZWZm4rrrrsMdd9yB9u3bx7oYRERERCc0k9XbE7J1h+xGLAk1KQGnQY9mjnSfHulh50CxVGMX8OoTbTFynPdln9ulHwCqQTbSUQwAkFu1AgAkdvD2thHLqmHOTNE9VkOWVS8wVUEjd+wC6RaLGfURKNl3yHh1gFv0LY+XW0iAWVWkCcLfUdPu1tALoTqtu0aE8Si9MtwVLhiG+2Vgzd4RoZ+XqIVSf4rdtQajZRjMm6ubiepDrK4iJFWwRlCNpKE+VFL1ChYCjtEha5dVJxLdwYPVVXJO0DTUsiSZLbgmvyOe37sdAPDvA4X4a5c+uo0fjK6wtzAfybaNqLxiK2Z9dSFScRS/J4xFxd93Y/LkS2FHDq7CZGR07oL/7S7EuBDK9c3a1dh66CDuOm+8sk3d4GzD/n2Yv3oDgNlYtfunMH5iIg9ZVe2bLUZzpAevVwUA1WIS0kI4Z6Cgu8zBeYmIKAIx+/YoKirCueeeiyuvvBLLli1TbrxkWdb9V1paimeffRb9+vXDG2+8EatiEBEREcXUi4/8G3OeettvuyxJWHvbkyh87eP4nLjufULN9mKYg71gphZDmQddb199HD2qMzCE3hS8PycXL/+jLW66qFvQtIJurxtVULqq1uA4n2HNq1XD1ap2SQHmKw+X7BObMtrndrsNG4QIJpM2bffuIZ9fEGTNsWKtCxbVMPayehh7z2zsPhmoyyujqjYr5HMTEaD9TKk+UKJ/gN2apd+MRRN3VK3IqtEzZPUUDoHiM0b1jHpZBjTlFiTtyC+6eQToaU8tVrrFijMyvI0sjjr1h7D2BNf1L1ypbrSFP3AdFuNezb7VuBYL+n6E/lP/Dz8BeATAaRdfhoeFdahCrm5+E/55EH/+4FQs3rIZwBQAz2q+9w+UHMe2w2cBeAjAt6H9oEQq6pGNgj3TStnZhvWyqUMe2vQLrW6VAvYb5HM1ERGFLyY90ouLizF69Ghs377dbyjJTp06oVWrVrDZbKisrMTu3btRVVWl7K+srMSNN96IiooK3HXXXbEoDhEREVFMHDtyHM/NngMAmHrblbBavMOtFy/8HYWvzAMAdLn50tifnPFM0uHtL6xzgQjR9EivX+LQ7k3Bhj88PchLj6sf1wwCUDqBdEnyvmjUHuVNazSPum/+jlpn4MKGQawVYVYagwToCyoF6EkkSXXDNntehLrOOSfk89uytS9gLclWiC6L8lDs+9EJ2F9VltCp1WbsOdYn5PMTtXQmdYBb3eBHaSbmJVa5YKkbXMN4tF9VHrIMwX+zsUBfc+pGMz67HLUu2Kw2w/0AYLIwkE76xrZqg1/LPXONb6gqQ15CG780fpem6iIzBR2+X4BJMAF4AxU4gj5nt0HlZ5lIrRu5xt9cAMA3a1+FJ1gObD74vObkx6s61y2HMLoNkQ9JdXNlFEhPTfU0+hSqqyGnp+umEUzaa184cgRyXp7heU2GozHxGYeIiMIXk2ZYU6dOxbZt25T1IUOG4IMPPkBZWRkKCwuxcuVKLFu2DOvWrUNFRQU2bNiAe+65B8nJyRAEAbIsY9asWVixYkUsikNEREQUE7U13p4ivr0ynaWVDV0cooCU3uoxmCOdmh514Nls8TZM1gv2CqZAQXIPo3kq68/mzT92BHOA6JT655MlwBTgUTXCy9RV7tLOkS7JMGWlqNa1J/Evova30Tl3c2QFIWpJ1B+bML6fZMPRMNRDu6t6pGvSh3gedX2gOqSmOkO1XYb6hxBkn7pC51RJyQzUkLGUuu/fX8uOo8rt9tvvP9y78fVc7dD2apdlAXuKcwFcD+B+yJDrAuuBVdYmKcslVZxSimLHbyofHdX2uhFIRBFylne0n1fuWaibPuGTT5D86quG+QkCIJbb9csjs0c6ERGFL+pvj4ULF2LBggUQBAGCIOCZZ57B8uXLccUVVyAtTX/mkr59++KJJ57Apk2b0K9fPwCeh5N77rkn2uIQERERxVgKgCTPML4VVXAZzFMca95pchrkdHSC8J/BWsUURY90nZx57TUeQfD/5csGc/7KuqFudSBctV+1mJTi0+tbHVBSX2ExvBCE0GL3kAIm1KZ17T3m+X+5/hC5msN8fxRZhljqfdGqaTAlCAF/dk9sjcEyomC0HxODz1Swz5LRbnXbHPXn12gAD1+qBjuCJkDvTVJcdAy1Nd4pMmQI2vrK5D+CxqDhBwOclFq6S/LaK8uLS44A0H7dON0iomnG5hK936GSpH+X4CvB4h0Bxy15PxcDOnWJuBxEgGrajQD3VJJUd5UKAoSyMmV7Wpp+MDwUgsH5alztdbcTEREFEnUg/X//+5+yfN9992HmzJkhH9uhQwd89913yMnxzBH0yy+/4NChQ9EWiYiIiCgm3C4TgG0ANqG8tApjel2EP//5z41dLGrB6nsp6b0bEkIYMjs4BtKbAr2YklGcSS/orp1DWHcRjhrjV+tup/eFuug2HmY9XNpenL6TpPusOPUbLVly0zSJ63/WmgPVyjbrjz8i4eOP/Y4VBJ+eUbIMwzYDMoAA88NHN/IDUUuibqCin8J3yF6//SFslw3i6AGpGihpPtI69aqSTpA1n39BZwCQDl3LQy0BtUAdk1KQavZ8z1aJnh7pouS9mpNsVhhd9XZn4M9KVW0GBEE1jYsYfkBefV/RKo290yk6khQ8kK4Z8SeM+yvLqlWAXSfYLgAWudZ/O4BEy+GQ8yciIqoXdSB9yZIlAIDExETcd999YR/fpk0b3Hzzzcr60qVLoy0SERERUUwcO5oIoB2Azli9fDvKSiqwZ8+eBjk3+zlSYLqRdMNdwXiHEVX3SqamSttYQu8vpapBLN5HPptYrZO2jqpnpsXqHWpWdvoPOxsLAd+TSjKMrkDxeJU69gUhwROMkFwSHHI1ystL0MpdCYjBh7f3LYPf1OyBeqTzE0IUHVWLHyFTZzRDowZBBttlyegzb9gKyfCLroOwUnW0oDmnbBMgCup6US9/3sVRYEMzWwEAdtg9U7WoA+nbD+cj9GtImy45oRKA98vMKfqnCUb91Wc2uXk1U1QMq2Y9ghDSaD/OjNZIzElFwvz5SH7qKQjFxX5pXEgwOAfv34iIKHyW4EkCKyoqgiAI6NevH1JTUyPKY9iwYZr8iIiIiJoCzdybsu++Bi4MEQLHyut7pJcXH43iDOoe6YLBmSjegtUvpiC9NzV/NlWPcoeQCFv9OXyPEfV7nsfyCvCda1h7Hp/REAKdWF0h1/caFwT834NX1G2cgjevmgOrYRm8+ciGcyzr8Hn5qjc/PRH50ESh1dtVm0srIWRpg+lG01L4JPLmoanCgveC9y+Q/ufZlmpF69O1QwGLJnUgXW9UEM7BS4F1TEpWlmVZrrvn8lizt6MmbXZ+AbC7fi0XwFZlX4JF+00nCLKmR7knQG/wvcuRVagByHIIIxuF+1wtmHHjoecAAO/2/ysO+rSEFCLKlIiIyFjUd/cOh2cuuqSkpIjzSExM9MuPiIiIqLEJAAbjPxiAdzUvuGRZZiSdGkWgQLqr7j7abAm/raz3cubQ7icCveHctQn095tUvc4lWfsoKLj1A0O+weVXn3gr8pfvmhh2pMOmC9qu43UXryRqf56UtlnBi+M7urzqZxVsgR+V+fkgCo127vHYfnA0t2IGY7uHPGi86hj30KHKcteRHfyOctSq3lvpVAYmwey3jUgtx+rtLbutulKz76JBqwEAz2MllmEGRl07TdlnMx/UpHWJ2utTAGBSzTdQWzcU/DLM8CuDq9Y79LXTbVPt8W3xwi88ipxUP6VOKDdOggDZZgueTk2vcSkf04mIKMaiDqS3bt0asixj+/btEeexbds2ZTk3NzfaIhERERHFhFhWjsswHVdhCtw1TmX7kYPR9PgNjey3QOSld1nYkjyNU5PS0mOSMy+9pkYVjFJtDd4r2rvfnOZ9ce97nGTUY80nkP7MX17Ggk9+CnJOo6KofgbfILZfEMzo55IhObyBdMFUt+xT/NSkEHrg+Q3tHji4bxKd6g2Q4dPAioh06H8W1aP+BBsdXdBGzHUTSXLI0fP6TDV1UuH2TiEc5CGqGh75ffJFMfioIdTiWVUN2+Yd2a/ZZzF5Rm85gNPwBV5EUqp3tAbZ5+KW5NZ+eTtc3gaVouz5tj+Cvn7p3C7vd5rN4lLl6T2HJ8DO65kiF3S0H19WvfGEjAk6jdtT8m1I6Mr4AhERxU7UgfR+/foBAI4cOYL58+eHfbwsy3jzzTeV9f79+0dbJCIiIqKYkGrsyrK71vvStKK8qjGKQ+Qd6lavB5zZUrcrhCEUjfL1G9qdGoXur14dJAr8UlKA/jUguby91Px6hhqMcKwXIN69Y1/A8xsJOK+45vyScRxdECCrRl0w1/W8kySXJlnHUwtCKI8EWTX0vbqju6nGfz55WfCe1/dnYSCdSJ9gMvhsRPgVYzRHulGPdMPzmEwQsjNU+Yb+GU6QvXWpJVen9yS/PikEA9ONRk4RAOQra7M/+V8YucoAvNenWzS+rtUBSPX1b3fW6m4nioTyWBJij3TN6vHjIRwTfpmIiIjCFXUgfcKECcryzTffjB07doR1/AMPPIDff/8dANC2bVsMGjQo2iIRERERRUWWZbjdbkiqqIrodONPAC5v6LI08Pmoaat/v6Q7R3qgnSFTXfMS30w1LaH/PWTNY57qOLekSaU9SH80Av+eRGbUqkboCEvIQ7sHzkYQVMFvwdNzKVGu1aRp1SlT70Btr3Of86iniZctNu3vRAZkVQ9CyNpe/QEbCRC1YIJR7+ygPdJNgff7bDfq9WhpkxmoeCqhf4bVP1JKbqp/sTj9D4XgzCxvj9mepy1Slj0NGY8p6498/nHIecqySdOjXJQESHI+tuMcv7Si6A24q3u6q+ddt5jc4NMIRSPsHumh8BmxRGBjRiIiirOoA+lTp05Fhw6eOXkOHz6M008/HS+//DJqamoCHrdp0yZMnDgRTz31FADPF999990XbXGIiIiIonbzxXdjaPvzUVXp7ZEo79yDLgBOQ0P1PPScgx1BSC3QHOn1QYmIeqQrL/29x/KdVOPRi8HIcvuA+41YoXou0xwXIBPV314TeDaZkJW1DnOevCbgMOih5Bvwxbwc7LW9qhddq0wAgNumDWZldm4bvDj+k6R7F4P8kmWfchCRgYi/S4L3ZNd8TDXthMI/aQYOhZ5YCPAqTZbDq6SpxUo2e0c5ye+6BQkJdQ3CBAFAXkh5WEwbNesmkwj117NbkmESilGCLvgaT2rSOqq9zzkWkzeoblJd3xxthaKlNEyPoEd6SAQAzggbeBIREYXIEjxJYImJiXj99dcxYcIEuN1ulJWV4fbbb8f999+PESNGoH///sjJyYHNZkNlZSV2796NlStXYtOmTQC8N2WjRo3CLbfcEm1xiIiIiKL24/yNAFph1S/r0KNuW3KCTXlHm5GZpkkvy3Lceh/x9RWFSlAC6ZEfyznSm4bgQ6kajMNeJ1H2Tj8ht2unzji0LNXXgU8g/Y47PobLZYHDcRaSksKbx1J9bZYdr0Am0nT3ebp/Bwq0q8pXVgkhMw2WZO2jrTU12fjYul+D729DEtXptD30/GLuPsPnM9ZAZMAo8B2sYY9m2OmAKQEAkrreMuoEbzGuA3sK38GJCw33G5VNj7lt8IY8RL7f3wMHrsby5UPxzdr+ALpFlIcgaKcpkSRBSbMY9+AC3KvsK9631zAfoliJoH2v91hbgu522/GDyrIgCLAtXozaKVNCylPgtU5ERBGIOpAOAOeccw4++OADTJs2DVVVnpc2VVVV+Pbbb/Htt9/qHqNu1ThmzBh8/vnnMJmi7iBPREREFAMrAHRHyfG/Klsk1RyDqjiMakOMA+l8xicd9XOZ6w0jLUTRI91LNWQ250hvsiyyA33xBXZjOGAywd2lO8z7vPOWO4RU6Mza6xO3Cm2OdIdLhC+r1Q3Rf3MIvBkfO3ocneAN8pcWlyK9Z5JfUfwIAMw+6wDcdrcmmTlB7zfgUxqfylz2+x1oS2JKNGsSS+oe7IykE+nS3h7J+juCfd2EMLS7uhtuSqcU3eTpvbMNT+E8x3/oa8PiGDXUqd9vEPwhUvP91khOtgMAftluHESXfe7N3JLk9/2jnhbd5TN6zKqCuzDwwLN1eXn3mYyeYwKNvkAUAm+P9BAS+16Haf5TZ/g6tuGA5rYwVAs3bUCPtvkoyM6J4GgiImppYnZHNGnSJKxfvx4XXXSREhCXZdnwHwAUFBTgpZdewo8//ojU1OBfjkREREQNozsA4OihjsoW9TDGrtIKbfJ4BlAYmyGV+tdLFW63zs5YzJGubTBCTYfJVKgsD6z5DNNwES7DDbCcNQCOa65B7ZVXehNH0AbCKBBsd+k3zJDckQzt7j1GwGjNrqNFrVXpAjcGkd16wbjQfmh1D3vBJGiHsVc3DvB24vMcJwOSQ93QBLA7HN79rKyJ9EXYJksbT9FpPQNv4zIP72fQlhG8IY2fpKTwjzHC2COFwCKYMDyrlbLetesug5R3B8jF9wMm6/RI9zqSdjp2YEzdPvV3qfr7mSiGlHu/GN4nqVpz5p3WGQBg+e23kA//ecsmnP3Ew+h4x82xKxMRETVrMemRXq9Tp0749NNPceDAAXz11Vf47bffsHPnTpSVlcHhcCAjIwO5ubkYMGAAzjzzTJx99tnshU5ERERNlrrXh+QUlfeijqJjsKne8MqyzJdO1CAcdQHG+PVIVwfSeVU3Fv2OYd6/zcn2+QCAfvgCVQMeAABInTsHzVfWBKDgGf9V93ks+MvOSOZI18TqBd/+QwUAigAAVeXJyMgvN8xn/+6D6NW1iyebcC9TdRnMAFRtUoL+TD6NDVITE8M8OVHLI0neoLbTme7doe6Qbg69P6FbVAW81SNKRPPVF0uyjKQk9kin0IzOzsOy0mMAgLZti9Cx4x7s3dvJJ9UzypJbEnHPB+8AuBQAYDaZ/RrCqUcUcvt8r3nuH4W6dKoe6YEKGXS6GSJjSsOOoMMNwXNTZ3RjV1MDJCXBtHcvzIXexqWCyZPe9tNPkNq3h5SfH7RMCzdvCF5wIiIilZgG0usVFBTg5ptvxs03s2UXERERncBUb2VFl1u5cfLrucn3S9RArHUvl5JN/rfx3kB6ZBekIAiaIHwEcVJqDDrvG40aU2hGQZZ80si6i4ZcDjeA8IJF6ktzKF6FA5co60MwB2Ld/MSOwnIIvb3l62oeiNmzv1LWS4pLAHgC6YEi6abCQkhdung3+PQyd9pdsKg6rvoF0jU90mXjIarhF2MnojopvTOV5bxB3u8uzecpxb83uLmN9zh15ZWQ7Nbd3pRuxtoUtAZQ29jFoBPQddfNxezZD8K4X/hA/POb8cqaLAuaxpUCZIiq7zJREvzyqm9UJ4bS+EQGal0ZIZaeyJ/sqq+zQ6yjfe9P66Q8+aTudsHsaQYiOJ2wff01aqdPD1YipCXGcAQSIiJqEdgdnIiIiMiAejhEZ61LWfYLmMQlgtJ0XghT05Fg8vTa0x1GWhnaPZprhz3STzg6gWRBtU2qtHt3qJ7+/EYG0x/h1ZDkjrL7p0+5LfDWsX2ErzTX8dOaIIAZwCS/fASd30PivHl+29SfHbPP78Dg3a3nOBmQVecQXS7NjyAGOpiI/CUHnmdczdYxy3tYz0xl2dreO7dtU2rMkpOrM/0KkQGrz/fXeectCHLEjcqSJMu48F9Pafaqe6Q7/b6rvYH1fRvXajfX8R1ny2quCVIeImNKu45AlXT9jWfYwwz53P+F+EUgcCw5IiIKEwPpRERERD5uHvVn/PWmu5AIbwBKVrVcF5ITNA/6chwCKBZHlSfvmOdMJ7L6q07vulD2RdojHQDAHulNgd57RHUAONhkEoJZtb/GqZsmKUs7lLL6ugnlTy+6opsj3TFpkmaX49JLlWXXqacCKSm6WSQKFRgtqIIGAX4VPWdcBji1P7/64yH4/G40c6SHQNNgocmMK03UMqX31q8zGkOrPAbSKRzaL7KBA1fBZnMgKckOm80R9Ohv161Rlitq7aiq9R5jd/j0Rpdl5GAnAGDniqXKdlOAb/5aV0XQMhAZcTnr7o8CTocTRWDbFEEgPYKAPRERtWwxGdrdbrfD7fY8KKSlpYX1hVRTUwOXy9P7IDU1lXOmExERUaNrMyoVANArbztkqxWAT+9c33udOHSDEm2eF8KJclXM86YTl3f4dr19prp9sbke2SO9aZFVUV5RVL2M1Hl+kkXVvKetM707VH/S2nIRqfmRXysuZ5hR5zBIXbuGnlgwfn7s+9gMrPnHN9qN6gYDiVYA3mC6b+MA9fD3sqz93EnQ9miSmlJ3WCJqPKwLKEySTxDbYhHxwANPKOs//TQav/wyHK1aHYPZLOLw4TbwfqGboP5yT09MgsPtfdVrMmnv5Spra1ELnaHaDYaikSEgJSFQAJQoMHP9NegOoYFRBAHuY+v3e1c4OhAREcVJ1IH0qqoqtGvXDlVVVWjTpg0KCwuRkBD6XHmvv/46Zs6cCQD4xz/+gfvuuy/aIhERERHFhNkqo+a22wBRRM0Bp/LayXf+4Xi8M60fQrgWqbHPnE5Y3h7pepH0+p2Rz5GuPpY90htP8PeI3gSCxayzVxUsrqqBkJrkc5QO9d87hGtICrf7dhTc3btrN6h/QYLP/9XJfBoZCADg00BE/ZOqr3kBsl8AQr3mGYlEFUjnB4aIiCKgbgB5+HAbtG1bpNl/1lmLMHz4L0hI8Db8+vHHs3DkSB4k6Sj27UtAXf8k/LF7NH7Y2FpJ5/lu8n5XJdlsMMH/+1tUfaebfXv4yuzwRJGT6+6PZKcrSMq69GlpQdOccttYZXnow5Ow+I73AETVr52IiCigqO+GPv30U1RWVgIAZsyYEVYQHQBuvPFGpKamQpZlvPXWW9EWBwCwZ88eCIIQ1b89e/YEPc+GDRswc+ZMnHTSScjOzkZqaip69uyJa665BgsWBJvTqOHzJSIiouDUL7MsKVbI6emQs7JweL93aHe/uYHjEkmPfZZ04gs4tHuMeqSbBKnuHHwd1Xj8/4Yms3/A3JjB3y7Qn1QVCA7lCpIiGLk40mvTcc01xjuFAJF03/PDjN9+bq+sW0pKYBO9c7+KoiaSrj3Wp+iyJEMQ1L8zVtpERBS+TKtNWZ4z50bdNOogOgCMHfsTrrnmfUyevBgzZtysbC+tbq1JJ8mADKtqi4BKtPHL32r2vh72bcwnCA3XcI6an3BG7JETEiBnZenuu9T+E2ZUz8GM6jkY8cyVyvaTbh6NW6teQ0q7LMARfCoEPmQTEVEkog6kf//998ryFVdcEfbxSUlJmDhxIgBg586d2L17d7RFiprFYkFGhs5QR3XcbjceeOABnHLKKXj22WexYcMGlJaWorq6Gtu3b8f777+P8847DxMmTEBxcXHI541XvkRERBQ6daBH/SJJ2znDN6IS+wdyt8szcBCDmaRmCjC0e/2lEvEc6XV5C0o+EWVDMXBgzyG/bYLmRXikvPWJDJ850lXLxYePBc1JdEfwYj0W15T/G/5wDsah/d7nvBznTiTK3rlfV97xurJs7ZCN1IHeoPv69dVI699KWZd8amf2SCciokhc0aYDjuzvhNdf/z9E0qc2IyPDcC51SQZMgnaaqCW4yy+del51BJrOiihM9T3SA94D1l1mUl6esqld/1NgOuS5H0746COYbVaYLGaYdEZiMlstnktVDH5vyql4iIgoElEP7b5mzRoAQF5eHrp06RJRHmeeeSbee+89Jb/OnTtHVaakpCSce+65IaeXJAk//PCDsn7uueciy6AFHADcdNNNePPNN5V1q9WKPn36IDU1FVu3bsXx48cBAF999RXOPvts/PLLL0hJSQlajnjlS0RERKETRW9v80SxAkA2AGDTms04uX6HJGnec8VqTmo1i9Uz/J0shdMLlZq7+svOdz5NwNsjvfJ48CBoICZBhghA4hzpjebg3sOAt8YBAEhyONM86PesTpFKIcLzklISfUfW8C52HZKHYCRXBPVeDKpKqVMnuNQvSuuHbw/hZX+SUIZLcSNq8X8AAOfw4UBysrK/qtA7nK4pRTvS2k8/lWszkyXNOSWZ83ISEdgKjcLWypaABV9eiEPFkU/ndOGFX2LevMv8tutdjmXwNBKzpaYDdTH2RJt3HnSzOYIhZ4gMyMotW4C6sT7WnpOjbBpzUQE+veR1gwP8OStqAVn/ufmeD94BcCkAb6NkIiKicEQdSN+/fz8EQYgq+K0+dv/+/dEWCXl5eWENgf79999rAulTp041TPv6669rgt0TJ07EK6+8gnbt2gEAXC4X5syZg7vuugtutxvr1q3DjTfeqDQUaOh8iYiIKDzq+EyCVK088ttU8wk+eOvjOLV9G/Sr3xDHl6YmE19mkZdQFxU97Kjx21c/Z7U1zKmWvHlr/89YQOORJP/HNJNQDhE5Oqn9aUbWgCrAq3p5KMvauSoTUAWpLn8hhMa6kfTAjlXbDKlrV+9KNC9EVUF0AKiZNSvkQ2VA8yGp7+FUcuggls17HykZWRg95TqYTGwMRdSyMEhD4TObvN8nr712I26+WRtAXLHidAwZ8pvh8X37bsa8edr50AHA02ZO9X0tC0oaWT2lizqJzzJvBykaytQ3AS+k6OvNxOwU1B6r1d33z2/me8/EQDoREUUg6qHdHXXzjyQlJQVJaSwx0dvysbq6OtoihW3u3LnKclZWljLUvC+73Y6HHnpIWR81ahQ+/fRTJdgNeHqRz5gxA6+99pqy7YMPPsDq1asNzx+vfImIiCh8ZSWVyrJQ5R0Ksb63LwAc2leE339Zq6xLrjgEu+vfOfDtFak463q9ZlhsfvvqA+jWhES/fWGpm/eZPdIbj9ns8t8Yxp9D845QvaJabgWfkQvCrGyWfGc8gpeheFRo9VMSGOy2qRpYS506ofb//i8mp/UNLtQH0jctXYSdf6zEup++Q/HePTE5FxGdSHjjRuHbeSRNWS4qaovZsx/CK6945z5fuHA0XnhhhuaYvXs7aNbbtj3sl6/scy9X7cyCrLwKVjcG86apqlU3pov6tTG1cLIUyog90debmd3zIPDBmYiI4iTqO6L6IdCPHj0acR7q+b4DzU0eDxUVFfjss8+U9SuvvBIJBr145s6di6Iiz3B/giDg1Vdfhdms38PghhtuwOmnnw7A0yPkySefNCxDvPIlIiKi8Lkc3p7n5ShQlgXB20NUwJeQoXrJxGd2aiCpZs91aNbpTWGqG+JaCumFlb/6HhqmukA630U1Nd4/SC52BEnr39ACAMQePby5mc3aock7dQqrNP/5Z/gjksVjGgzv0O76uyvanxL7c0I7DQjg/dxJqmFNxBDm6iQiIkpJ8G+Ue/RoHj7++BK8885kOJ0JKCnJwdNPz8LixSPx4YeXY+7cqXjjjeuV9Dfd9G+0b79Pk4fvVEBr954Lub5Huuo7WZS8X6IJFrvmmLh8d1OLocx8E+A6qqzQv2+tZ80IPu2BYBJCfHiRoxrMiIiIWqaoA+nt2rWDLMvYsmULSktLI8pj2bJlynKbNm2iLVJY5s2bh5oa79CYgYZ1/+STT5TlkSNHolevXgHzvummm5Tlb775Rum931D5EhERUfgqytQP8t6n7GSMUG3vDmCYdzUuL5j40or81d+8686RXhdQDK3nh7H6l0vskd5M+AxfXk/s398bhI5AfYOLsMSzWjN4KyojPsFs3x+lvke6s1Z/WFEiIiIjm578Tnf7xo39UFjYRVmvrk7B4sWjsHVrb0iSCfv3t8fOnd7pTm644S1kZnrfzUq+Q7sD3h7pqucXdbDcZNLeR3JOaYqGLAd/LsnKcepuv9j5G4Z+/QLGH18UNA9BCBRIb6tNyyk4iIgoTFEH0keOHAnA0wL/lVdeCfv4iooKvPvuuwA8X3rDhw+PtkhhUQ/r3qtXL6W3t6+qqiosWbJEWR83blzQvM877zzN8T///HOD5UtERESRUfcyzBL2eneoR0eGhGR4G7KxpwY1lPpe43qXXH0g3WGPbKokwWeIbF7WjegEeL8nQMLib9PhdIYz5nz8ymPElJIZl3wlSdLU/YVHj+BQ8VFsWPSjsq2syH+YXSJq5gxGOCQKpH1OTfBEBhYtGq1Zv+yyj5VlSederj6QbtQjXX3MwdJkNu2lqMj1F1SAC8lk0t8pmM1oM25oSPOaCxaz4cOLIBwIejwREVEgUQfSJ02apCw/9thj+OWXX0I+VpZlXHfddTh+/DgEQcCQIUOQl5cXbZFCVlhYqOkNH6g3+ubNm+FyeecqPOOMM4Lm36ZNG3RSDZG4bt26BsuXiIiIIqPuzSt29fbwECCplmXUxj0idAJE0qjBKUHuIK81XVH0iq1/3+V0c17MJkWW0R0/Ih0HIZvNcPfsCTkpqdGKIwgSbhjfHXdP7hT6QXpv9GNWHv06U4ii130gvj/JmMdm4/wH7/UtVFzOTURN2LZdjV0COkFpR3rJBJAe0nFFRdqRPdu1O4TMzDIA+j3S6+8mRYc3eC9peqd7U7bJqAWfSSgaoTTMTbD5T20QrtEvXlt/wfsRBN9RGWQAowB0BAAcKDmOb9aujnh6LCIiav6ifqswfPhwjBkzBrIso6amBuPGjcNLL70Etzvwl+D27dtx1lln4fPPP1e2Pfzww9EWJyzvvPOO0gLTZDJh8uTJhmm3bNmiWe+qerEeiDqdbx7xzJeIiIgiI6t6pMutWyvLZsE7PPClmI4zsVl1UByCQ3Lw1vvU8pjq57UMkq6qtCTsvOtfk9a6rJ51vjdtRP6//K7yCtyIs3EdJsI1dCgcV10Fx8SJkCrtfmlNtvg3gqh/KfnNx9lxP1dIDK5XwRSfC1nUedd6rKoqLuciohOHcDyyKQ+JBnX2XDtJNieAcgCVAD4NepwomvHzzyM028491zNUvN79ohveURMs8DS8VE/no142CSJH3qKoeNtQGl9HTrc16vOk5mfirOev1N2nDaTL2LA/D8Ciun/AxH8+jgn/fByfrVoZdTmIiKh5ssQik9dffx1DhgzB8ePHUV1djTvuuAOPPPIIxo8fj4EDByI3NxcJCQkoLy/Hjh07sGTJEixbtgyyLEOWZQiCgD/96U8YM2ZMLIoTElmW8c477yjrY8eORbt27QzT793rHdrVYrGgbdu2hmnVOnTooCzv2bOnwfJVczgcmnnUKyoqAABuAC6DYyh23G4ArvBe4ImSDFE48VtCim5J8/+WxiTLcIlhvrx1M2YWCbfP/yl0LbmOAoAvP1iAstJyTLnlCmWb6NT/FJ4lPK4sd8Kvmn2iU4ToivHvpO7PIgOxzztCrNcajlG9Vv/rl2TZ7z5OtnhfQtW6XWHf59XWjZKUmVyDMnsSnPKJea/YLOo1nZfWPeXFAIACrIZ94J0AALF3b0AnkJ5qK4OE3HiWEG3aHsXRyk4AgG/mZeDci4IHj+L6Ll42qivjE0h3ShJ8z+b7cH1w53Z0HzYC5MH7tcg1i3rtBJf03HOAyYSa2283TGNevx7y4uWNft/G+7WGE8t67f07fsVTX/bCiF6LcO3L9VtDaxi3aNFo2O3JOO+8BQCA3r23QhAk7DjSGqLUQZO2AvnKsg1VcCMR6lc2ojqo7nOeWN4XRlKvRaK51IUn6vs12S15bpAM79P0+aYNpV6TYYbt88/hvOgi7bEmGWJdm3hRTsCxqpPr9nSGC6uwbp/n3fyC9Wsx8bQhIZexuToRn/+IiOItJoH0Ll26YP78+bjoootw5MgRAEBxcTHefvttvP3227rHqFs0Tp48GS+++GIsihKypUuXYvfu3cp6oGHdAW/wGQDS0tJgCnGIwPR071BMlZWVDZav2uOPP46///3vftsXp1qRnBx9qz8K4o9IeumU1v1rHrb9WNTYRWhEOeEfkhb7UrQUP6axTgtbC66jXC4XZl33IAAgP7Er8vM9L5V2ry4Ke8ye7QuLYMl2xrZ8jrqnfRnYvOBQTPOODuu1huRbr1WbPLfv1QKwwGefaPLeHy5xVSM5wjqxfkT3nxOt2Hsi1qvNoF5z2s1+2zR9aTIzAx5vslf5vfyOtYuuWID1jwwGANx2ZTe89toPaNPGP6ivVlvpRDqS41Iee7l+XVld6kJmQeznLP4t0YKDbm3l1tknzdatm1B7In6G4oz3axFoBvXaicK8YQPE/v012yxr18JUVgY5MTHgsQlffolad3ITuW/j/VpDikm9lubG+bdtxM6d5cqmoUNNWL48tMPNZlGz3qHDPrz43fl+6WTVg44NdtgB7LN47zuOmL37j5kFVKrWfe89oxJRvRaJ5lUXnmjv10r32ZHcxbNsVDc6Kv1Dt/ppA9drFdsyYF271i+QLqgaUkgmB45avAF59TV9wGaO7TV+grKb+TsgIvIVk0A6AJx++ulYu3YtbrvtNnz66adKb/N6giD4DQdUUFCARx99FFOmTIlVMUI2d+5cZTk9PR0XX3xxwPTV1dXKcmKQhye1JNW8heo84p2v2v3334+ZM2cq6xUVFWjfvj1GVbmQLbKdWby5R1cCmeG17S42d4NLaLw5L2NFdEvY9mMReo5tA7Ol5c2zapVrkCvuDO+gMgGWRXyDES43PC8vxla6YvfF1kK05Dqqusob8Mk7ORl9BnoC6VWuauzc5P+CQhYEw36N3UflISk/tr0/l86te6ElAH3G5QdO3EBYrzUco3qtyCFiB4AkGRjn89JJEs2o78DUc99h9O3SJ6xzZianoMxejURBQhWAoVUiTtJ5sdXUNYd6zZZyXGdr0xpr32SW8dx/d+LOa7sBADYd6IMx0wIHj5Z8EL8Xc8kZgm5d+ceC+PxdB9mdaCuVYCguwDpcjlXw77mXbUv0+5y2ZLxfi9yJUq+tXbu2Qc8XD+Zdu2D9/XfUXn+9si2hbkpCobYWCe++C+f55wM2Gyxr10Ls3BlSQQFsX3wBwe1GEioa/b6N92sNJx712mq7t3/7Z1PcyPMLpC8DMNzvuL17O2rW8/MPY+/eTgHP1QYbUIYOyHd4v8Fy3d66ppUoQxS967H8ToukXotEU7vHi9SJ+n5t02/b4EINIBs/0yZ9Vey3zTdtKPVaRfe2eO85wLxtG8SePZXt6qHdrbKMPLf+Nd3eJfG+DUBFDX8HRES+Yvr8mpeXh48++gi7du3C//73PyxduhRbtmxBSUkJHA4HMjMz0aZNGwwZMgRnn302LrroIlgsDf8IbbfbMW/ePGX98ssv1wSm9bhc3i+RcMqsTut0+vdUi1e+agkJCUhI8O+FYQHANmbxJ1gAWMN7ODCbBUjCiXNjHIzZYoLZ2nx+nlCZZQFWU5gPhhaBLxajwHotfC25jqr/EQTBDJNZUOopkzn8YJXZIsShnvP+XZpKHcp6reH51mv1v0tZlv3rO7NZabxafbw47Pqwfk50c12vDUEWTsg6tTnUa1GHzBtogvvxV5bhwzcqsGJROtyi8f2ew+GE0+GEJMWvn7wouXTPL5jj83c1Q0Cf4++hE75Bb3yDwQC6+CaSpRPyMxRvvF8LX3Oo1xLeew+Oa65p7GIEJ8sw79uHIUPbY8Xy/Sg6kIMKXIVi9MAoPA3brl2wBBhR8RD6N/p9G+/XGl4s6zX136FVioQNT3yHP3Zn4bo5g+u2jgdQ5nfcwYPtUFjYGV26eEbfPPfc7/Hrr2fonqMa2UhBibJeWeNtRKGeTtoE7T1JLOvuSOq1SDS1ujBaJ8L7tT+um43aouMY9vXzqq2yYblNJv/7Vt+0odRrCcmehujCcW2DVAHa0RrUp1Nf02bhxHz2iTX+DoiI/MXlPrlr16544IEH4pF1THz22Wea4dCDDesOAMnJ3iEIa2trQz6XOm1KSkqD5UtERESBOZ0uXH/9s0hNFVFT7X0oN4zzNFBgyg8nrCQVU93rzEpRfzbOtJxWqDhWjP2bNwKXhJe3UHeN1/fakKSm1QOajP4ejfd3WvLSN+h9UnusWJRuWFf9vnQNpp03A7U1DozvdzEG9T1ZP2GUEk2i/g6DzdGSZRmQvV8YfkF0AEd2F8JVWwtrGCOPETVLDgcsO3bA0djlUEl85x1I2dlwjh+vu7916xRcNGMMzuxyOioxAwBQndARFzuu101frxTtY15Waln6tmsPm8WC1ukZAIA+7SrRObca0/8zCO2z7Vj0lydw+Yu/YuUu/yD5O+9MxuzZDyvr7dodxMGD7fzSlaCLJpCeYK1RliWf73M+ilC49r6/ABAElK7agvorSA5wIal7jEdDqIuQCz4nUw/tbneE/u6diIioXtNuwhYn6mHdu3XrhuHD/YdE8pWamqos19TUBEipZbd7h41V5xHvfImIiCiwqjIRHTqUIzu7Cl9/sEfpKSmJBpH0AIF03+lrYoqxTNKRZPKfQxsAWnfyzNKckpEVdp6mumvcXNfbQ2QgvfHo/uqb3t9jX5kMU90TpVHDizW/bUBtTV34LJ4NkhL1GxebU2I/PzoAuCUZVrEqaLqyo0ficn6iE4osY3zxT41dCg3T3r2w/vEHLL//rtkuiHWtb2QZaVnJWHVsA37YvBG/7FuP1pdcgHK0NczTDSvm43nD/UShSLTZUDpnLnb962VlW5JNQvnrn2Pr09+hfU4rfDijFMm2Mp2jBRQXt1LWpk//D8477xvDcwmov+fzblPPoY4YBTip5ZBlGTW33w77X/6CkiP2kFpi1NbGJjwh6PRsBwAzvA2QkxMSYDxhGxERkb4WF0g/ePAgfvrJ+wAX6vzsrVp5b0SrqqpQVRX8pQkAFBV551jNyclpsHyJiIgosCOHS5XlRd8sxbuvfAQAkCMZejgegXQhflnTictSF4iUDd5Kdezn6e0ry+Ffx/UvlUwCA+mNL8rffQONoGGrLFdesgerOi+8+jycMeq0uJVFsBk82sbpVyHLMjJq9OfqPOXs85Bc15OQlTiRhy07AwnvvtvYxQAAJD/+uBIwt2zZotln3rEDgLeRpNkMdOnpQJt2Low8rwqP4iDuQy3uhRN/Q6nm2Nk4juPo1gA/ATV3iTYbLGazzzYJFrPnuuzYyo6K//wYUl6nn/47bDbteBCy8uVY11tYdc/Hry2KiiRBTk8HAKxcXuad1ifAhZXbRruveldk45cogXSfc5mF0Ob85pMPEREZaXGB9HfffVf5EhcEIeRAes+ePTXr+/btC+m4/fv3K8u9evVqsHyJiIgosOpK7QP6hj88L1LFCHqkx2PMQ8HS4m7TKAT1l6HvsJv1THUvXSNpEOId2t1zrCjzdVLTEryXTUOzCJLSI13v/WjF8SoU/XwM9yflIeV7CyrXbfFPFCsGn4l4zcouyTKKMvTnnl37w7fK3OxGjV6IWpS6j4Fl1y6kzJ4Nobw87qe0ffstkv/+d2U98d//Rsrs2Z7zO7z3gObCQqTMno3zx3bA5L+N9+7TqdROPr0antl2EyDBilpkohBnAgAqkQcH0vyOIYoXQQDys/xHtiwuzvXbdtllH/serVlT3/P5De3OrzEK4tAXi3Hku18BAG6Xak4dWWjQuQGMeqTziYaIiKLV4t7Qqod1HzVqFDp27BjScb1799asr127NugxLpcLGzduNMwjnvkSERFRYK5a70N+htkbeJQjmU83Dm+YBHPdMNsJlpjnTSeu+l7jRlecUBfVlMTwL+T6od1rnFYAQFm1NfwCUkw4Hf7BGHU1I1dUBzw+1jVS0vP6QxW7XW4lkP7955l++5d8shqdB/dAyphBOPXYfGSUrY1xybxMRsN5WvSnQYiWKMuQYZy38lllBIJIMW7PVwA8Qe54EyortRt0PouTxD8w6O2/o9ffpiN7SP+g6dMy/L9bX8US/Bky0t/+FedfVoKn39odVbmJwmEz+zcX+/rrC1BUlKfZ1r27/ggq9UO7f71mrbJNZkNKCkPt0RKsmDQLv5x/G9z2WtTafUY/qK9LA94Oxeaaq38O8t/hc3KD0wkNNKITERGdeFpUIH3lypXYunWrsj516tSQj+3SpQsKCgqU9WXLlgU9ZtWqVZp5z0eMGNFg+RIREVFg7hrvy9ArbjgTLkd7AIBs1H+xgedIl2o9vUwFa4u6XaMgvANx6l9zproXSAe3b9XdHzDvumu8ojYRAGCzxKsvLwVjMoXRECLOL/2Sn3hCO267LCPhk08AABXl1TDVDTO7b1ei37GlRyoAAO7TTkPttdei5qzxcSun0ctTkyk+jZEkybiv+RkXX244vChRi1T3OUhu3waTxD9wzvyn4n5Kv0C6jyGf/RMA0GHyBegz+ya/AIreRze7lYin3vQGykecW470TDdueeAwLrq2BC9+uBuTppREX3iiEOndq1VXp+C1127GihWDNdszM71TEdQP7V4fSHeKT3r38WuLwuAu905RKtbUwu3wuYCUSzSMCyvCW1tzYl0jYJ+LWIjb+ERERNRStKg3s+re6CkpKbjkkkvCOn7ixInK8rx58+B0OgOmf++995Tlvn37omvXrg2aLxERERk7tNsnUFXTFW63hCf+nK1/QEO3UK87n7sy8H0BtSz1L/qNXnK66+4jnTX+Q30Gz9vz/66tjwEAXGKLelRoUqxWu9+2cHrJiCefHJNymDdtwve1D+BRyWf6qbrAuiTLuPZPxcrmY0eNg9Zit24wZdhiUi49Rj3SIcTx5alvD6c6yRkZAHukExnK7JKPDlY7anftwrOPP47Zs2dj8t/GY/bshzB79kMQitPRMaEGE6YMQrapDAAgl4QZoHa7UWhRBRLrPosfYw7GHl+F/IkjAx9v8Nm9ZGoJdomrsEtchbe+2Yk1x9fh7kcONfhtIhEA/N8o4xEQfv1VO/3InXe+gHbtDtatCbDfdRcum70WDzzwmCadpOqR/uPGddh80Du1JL/SyJfmPkeS4a7VzkcuKfvDqSQjq1AtdYF0KTNTm5vP/ZpRfS1wEHgiIjLQYt6OOZ1OfPjhh8r6pZdeitTU1LDymDZtmrJ87NgxzJkzxzDtgQMHNIF79bENlS8REREZczu0w87ZbGb0SuwGl6tL+JnxrRI1kPqbd8mgV0e7nt4pf1y1teHlLXhyt5o9jUycbr5MahpkCJAgyQ3/6CZ16ICf8BfI6nPLshJIT+7cGdk53qC/26W9ZhLTUgAA5s2bIX32JYZdeAqGX3wq5s6djKVLh8Phbq093+7dsH32GeDSvoQNhSjpB8zjNUynJMGwc1VlyTHlvGVHiuJyfqITis5nZeR9l+OJd99Fuc/9GABIPS/BiHsuQ2bHNrjgL9di8t/G48rHr0AmSuDatcOTyOFA8sMP49+PP4eVH69D+bpDmjy2dhuJO8tfUJVBxkGcgt9wI5JTg9+3pXZvH9aPSNQY7jxvO56brD+yZXl5pt+26dP/gwcffBhCggVyRgYAwGbTfudqh3bvAeD2GJWWmoOqShceu2k5/jb1dwCA0+FGzZQpqL3qKohuEY4KVWNei8n7nBzO83IUt25Ttz4OJCX5ZGd8bnVDADaIIiIiIy1m0s358+ejRNWCOZxh3euddtppmDhxIr788ksAwAMPPIABAwZg2LBhmnQVFRW4+uqrUVk3lFjbtm1x6623Nni+REREZExyi0CCd91kSsRNN/0Pbdoc0T/AYnzbJLsjmVg9iLqHesboSc07tLu+rLZtleWaqkpYE/2H2zbMuy5zc92w4uyR3ohUb/KuxjXohF+wGRMavBhyWhpkmCBJqmvBZIJckKOsHj9cDqtVgsvlf73s2wa0zgcs69Yh9eJz0OUkz5RWu3d3we7dXdDp5L6457F9OH6oDKmZyViQOxKCKMGyYwfs99wTVlkdjkP6O+L0UlSSJcM3rlUlJag45umpH8noEETNTkpS8DRB2BITMOFvUwAAa+b/gtqjx3DgsVthmvMpvtn4Gb7ZCOAzoE/rQaitrcQ1d1yuLcKsf6JNwklYedm6QLd0GH98EaRaB6zp4XW8IGoMZhNw2zlF6Np6GSb8czgA4Jz+Rfh+QwaAJLz99hRMm/aO5hiTSUbO/WM12wRBVgLoP2/drtqjfXcqyww2tnT/fWEn2hd436+vW1kKqYunIXrhlgokJqovECHEEd0Fn7XIL7KMzrmwff45ambN8ubnMzqROn+OHERERKFoMW/H1L24O3bsiFGjRkWUz/PPP4/c3FwAQFVVFc466yzceuut+OKLL/DTTz/h2WefxSmnnIKlS5cC8MxTOWfOHCQlBX5wjFe+REREpO/nT77XrHfOKzMOogfx68V3x6JIPgTN/4iA4C9+TCazsrx77eqI8raYPS+bthxMj6SIFGOn4gNkYR/6YL7ufjnMUbYiUVPj88yRkwKhvFxZlSTPtVO4TdtwQ5SSleWJ/9BvyGyxmpHXMQcpGUkw1b2dF+x2JD/xBMxJoVeAQ0b30s8/nPnmwyDJMHw5LMsyug4YFJfzErUEwQJ1p04YhjNuuBCX/XkqFu/8Akt3f4Wftn2GJ994CHvtm1GRVIwuXbQjDJ1xdVtcdosDObnugHnbMtOQ2KZVtD8CUYM6/xTv6CddWlcD8Ez1s2dP55COf+ihhzFkyApYLG4AfzNMx5AjuR3aoLT6ecQtSigp9o4ykmATvPsDXDyxjmUPuF47rYG2R7qMaof+vXO8RjEiIqITX4vokX706FF8++23yvqUKVMi/nLs1KkTPv/8c0yYMAElJSVwOBx45ZVX8Morr/ilNZvNeP755zFhQvDeI/HKl4iIiPS1ymmrWU9tHfjFaiCVW4znJ4xc8JcO1PKob2ElyDAHaGkR7qVTf39cVOYJoKcnhT+8NsWG3l9VgAixc2cIx455eoQ1YHnUw7x26NUGziNpOFJbC2RkwOVwQRQ9+3/7ORVDx1QqadsWeHpli7IZoVCP7iHU1iK3ewrGXHAmIAg4dqAU37/zq+GxKekputtbta3BgTiMri7DOJIuCILyYd29bg36jzoLgil4G/aD27YgLacV0lvlxrKoRM1efoc2AIBO3drjomvPg+SWse0Hn8aRjI9QM/fS1NV48+fOeOjizXjtJ+/7wurqaqSk6H9Hqo0b9x1OOmk9Xn/9RsM0nvsBPpy0ZL63M7Jb0izLsnddkmQI5aVAdgbCum6irK8Fk08Pd80c6QKSbN5piTz3c/kATlLud3cUHUaZvRqndemG6tpaLNqyCWf17YckWwKIiKhlahE90t9//3243d6X41OmTIkqv6FDh2L9+vW45JJLYDEYE2zw4MFYunRpWEOvxytfIiIi8ieJYQbOG7iFOoeZIz1WwXv77ja4RrqfNiSivOt7A3fN2wYA2F+SHCg5xZGkM9+3uXMeaqdOheOqqxqhRF6yLMPUOhuw2QAAq37YjFPPqAIAvPRoPuzVnmu09GiFcowZkTVUGnHuGTBbzDCbTWhVkIWOvdsapk3r3Ul3uzkxBi897Xa/TbIswyQ7dZNn57eDue55btfq37Fv88agpzi6Zzf+9+iD+M9dt0RXVqJmIJpbLovFArPZv/FONEMFE50I/jS2EL8/8hNaZzg021977bWQ88jPPxxwPx9PSDBr61JJ9N6zim4Jktt7kciSBFHw3A+Z5TAa6EYbSPf5EhmMN5GIMk+ZfLL3XNPfAPgWhUc9Pdl7/fl2DHnofhwoOY6/zHsfF/7rCTz6+SfRFYqIiE5oIfVIHzNmDABPEPeJJ56Ia4Hi4c4778Sdd94Z0zzbtWuHjz/+GMXFxViyZAkOHDgAp9OJ/Px8nHbaaejRo0eTypeIiIg8/jFjLSxiNTr16wXADdOBAzAdOgT34MGNXTQNWeIc6eTPpHox5JQkJJhC6+kbispaz1zOizbvADAUP29hr9jGYtLpvSx0bw8AkPLzgfLqhi6SwmF3ITnBBjkrCwBQVVYDp8N7XZYesyA5xYmSw96h302HA7+Y1/NGTgYmqYLgZrMJIy4diMINB/DL52v90tuSE/22AYCldTawJ7zzp8yerbu9WrVdkmRYxSrddIMumIgjuwux/TdPD3p7RbluOrXDu3aEVUYiCg9H7KWWZHTvo1i0pTUAoLKyEk8++STuvffekI7NzS1GcTHvAUmfb1Uq22uUZUmUIal6qEtuGRXVArIAuBPTGqaAgF8hzxSegwnl+BLP1Q3z7vuAfTIAYP/xgQC8jSe3HT6EF7/3jHD7xPzP8I/Lr45fmYmIqEkLKZC+ePFiCIKAxET/lxP1806NGjUKb775ZmxLdwLIzc3FJZdccsLkS0RE1JKt+uUoOuQd0GwTKiuR8M03SFi8GM7TT4dr5Ej9gxv4DazJ7AmksWc6qanDq3tr7OiXlhGzvG8cfTYe+/JTAJ481+3LjFneFCad6sYEsUEGU3UUliKhiydI/t5L5wEAPluxBesWePaXFJXjlNP7Ys8y77DJJcVWZVmsG519T+E+ZZug06M7mDkr39Xd3qV/AUqLKrB5RaGyrWOffGS3SddN36F7W+xaqR9ILzgpGwfWlwAAtmzphR49tmPPvHKcFEL5nKIbDov+589kMqNt1+7o0Lc/9m3aEEJuRKQmxKO2YySdWpD5s5ah56xzcbD0fgBATU0Nli/fjKFD+wQ9Nju7xDCQzqcSMpkEoC5WLooSZNUw6qJbgqR+dpVlWMx1ic2BBsX1GYo9yi7petO59sI3+BLP1Q3lri6id12CqNnnFrXrRETUckU9R/qePXsgCAKKiuIw8RwRERFRDB07rB3q0PrDD7BsrBty126HbdEiw0B6Y7040uuZSi2XIAhINplhl0S4Zf/hvzXCbITx0KTL6wLpiwFchILs8IOfFD9CAwXSH3/nOc16UvJDOOm0idjxSyLslbXofXoXtB7ZHfIPn0BISgIAnDK4Gof3e4Z6Lz1mQYcuTpQd8/bCFkJ8Edlh6gTsmzsfHa+biIJO+YbpBp7dB33O6IKPn/0RADDswpN1X5oCQEGXfOT13Inta/fAZDbBJifBarWi76hOGDTyJFgn2pEnbkdCwhUAgNPwRkiBdJNgguwzU1oJOuE1HMNMn7Q/vz8XvYeeGUKuRBRb3lqTcXRqSZJsEnY/9xVsU19Utu3atcUvkC5V1MKUru00JUnGzx6cI51MFgGom9nG4XBD/TgiiRJk1VDvnmHfPZWvWzXlT1DRVti+hwsCTKoguXrOdHVg3Sxor/0ap/4UPkRE1PKEFEi3WCwQRREiW2IRERFRE1RR7sRVI8sxevhOZGRUKttF0QwpsQ0unNYRAFBeon0Ytv3yS8jn2CWMwa+4DFMxKTaFDhXfVZGP9knJ2FZdiaNOR/DEYbCYzeiW1wY7j3g+FwdKkiHLDD40JFEEdKb2BQBIiN0w/kZeeGGG3zZbwosAJmLiLaNw7GAZ8jpmQzCZIJvNynvKM88px7efeHqx7ytMwMmD7UhLS4e9qEz3PJ2612LPjkSMv7xUs/3UV+9Hh2vOQ87wU4KWNSk1ERf835kwmU0wWwL/bs65fATOuXxEwDT9+s3Hxo0T4ERq0HMDgCTLfoH0zRiPUnh7xqdmZQMA7OXlcNbWwJaYpOxzuEywmCUIsgSHS4KztgZE5BGr7x0O6kMtmVk1/c+YPv2wcPMGvPlmF4wbNxD5+Z5gZ2VpEn784SJccslnStrAgfT4lZdODOr62VkrK9ORAQAkGaJqaHfU1nqvmQDXjihqd0b9HeCbgdkMoS6QXuPoBsA7apL6mvYdDUXiBU9ERHVCCqRnZmbi+PHj2LdvX/DERERERA3o4ZtWo0PbIlx5iVHv3N1Y+O5uw+NbjRyAYz+vBgB0v3sy1hqk+waP4yA64F9Yh7ZYh6swJapyByer/kvkVVLXO6LQrj8/czSuOmM4Hvl8obK+eEsuRvcpjvl5yN/W9Um4clQP3PjnIwCOx+08a9eejJ9/HoG8vCPIzCzD9u09kZRkx9GjeXC5rH7p//GaZ05Vq82Ctp1bKdt3L12CrmeNBQBcfsNxPHBTJwDAsh/SMeHKUhw55OmRbt6+HZYLpmny/GbtZhw9bEX7ztrGTeYEG1qfNTjknyW7beymNrDZ6hthhVbriqLkl3InxgK4EMDHAICzpv4fNi/7GUB9ryyPxVtyMf6ZYUhLcOKuqlxYZI7+QAQAp55RhTW/puLsi8pikp/JJCAh2Qa3042UzOSY5El0Itn/whzsP34cg7t2g2XK5di37wt8/XUZpk8fDQAoX7gPG/aehI0b++Ghhx4BANTWJjRmkakJE0UJlaUu5NRVp5VlTk2w2e0WIakC66IQWiPQ9l2T4Tgau3K67U4gxbsu22wQ6sajT7TtCTkfM0eGIyKiOiF9I/Tt2xeyLGP79u343//+F+8yEREREYWsc8EhmM3aIHq7k09B4X7jYYEPHcpC2y8+BACYE73DGWYP7mt4jCTYAAg4jJNgR07Y5XQ53ag4HvvAJ7U8rWyeF5zFLgfEYMO7h+mSwUMAlCjrZz8xgr2PGshzs9uistyCf/61nX6CGP0dioryUFqaja1be2PFijNQUpKNgwcLdIPoAHDepWP189mxQ1netW4/OnStBQBYrJ6CHj1cF+R2uZCSri18QqLsF0RvbHl5nqHpa5EZUvraqnLYHdpRIXxHDTDbvL9TWZZQcawYFceKsWJVKdxOJxyVxxlEp+ZFCu87KTUtRbP+0ZJt2FCxBrlt3DEpjiAIuOTOsbjiz+fCHHB+XqLmKT8rG6d36w5BEFCQ7Xl+EVTBzaK9nm2ybEJlZWrdfuP8eEvYss2+fhVykvcq67IMSKrqWvbpkV5dLUIZ+70BHyiKftsF688/ezcIghJIr1tVyNou6RoyH4KIiKhOSD3Sx48fj5/rvoCuvvpq3H///Wjfvj3MqnEHV65ciTFjxkRVGEEQ8NNPP0WVBxEREbVsgknAmIkFGDOxAFWV/eFy+L+MzWqVhIWnvQoA6Hr7lTjy3fIQcvY+SO+C/jzqgXz97yWoLLHj/P8bjpy2mUHTczRtMjI6uzW2VHvmGbSLItIs2uCA0VzRoehX0KFu6UcAYyHLAh75rDcenLQl4jwpNJUVcRy6fd8BoEMBAGD9+lBmAA9OcnmDyMcPl2HSlON47iFvI4BWaWWeBZMJBWefHJNzxtOAAcvw7beXogSdQkq/48fP4XL01GyrD6SLkgizyQxBNdem027HW/fcAUkUYQNwDSbgc7wIPc6aGtiSknT3ETVptQ4gOfRr953vX8b9Nz6KvzxzFwDAZAKSU2LbQIwBdCKP9tk5OFByXPPdpB7Kur5BnSAYfwY9c6RTS9Wj2xHNutslaYLNolsGVD3SbRYgoolroqy2R780GR8OeQTuU0+FnJ4OCAIycRC98DUOy5ma617WNA9h4JyIiPSFFEi/+eab8eqrr6KwsBCCIGDv3r3Yu1fdAk1GaWmpEmyPhCzLUb30IyIiIvKVmmYF0vx7WdYeLUHZ6q26x/Qb1g0bf9npt73XSXYcPuxZdiEFq3AtBuK/yv7d//4MOcNPQXrvzrr5VpZ4eh1u+2Mvhk7IDPMnIfLKsSXAIghwyzLcAXpKyBG8DBIEAe1zcrD/+M0APJ+Dv3/Wl4H0BhDWo1DYPWRsKJWnw+kQYLenBE8egvyObWBdtgyu4cPhdnkbLC3+1tMT3W43IzVFhKmoCKnpYkzOGU99+tSGd4AgQHKUaTbJdYH0d5ctwbQRozXPt9VlZZBE7++hL+Yj32AykZrKCgbS6YRQvfsgihf9gQ6TL4DJGtLrJY2TB/fDN2s/jEPJiMjXO3+6HXe8+ya6dT5D2abupStJxwCYYTIZB9JFie9tyUuSZE8gve6ykCXtnOnmI/vQas9aOPtcHFa+QpRNyluf2hGCSfCOklJ3P3YDxuMr8T7I8DYqDXMgFSIiaqFCauOVkpKCJUuW4IILLgDgCXrX/6un3hbJPyIiIqJYCOWxe/tTc5VlS3KiZl+/4d3QfUAHnDZOO8y7o1bAoEG/o1cvT0DxGzyh2b/m5n/g14tmBj232cKeURS9+gB6udsV87wfmnQFgMKY50thiPF76tZDuuH2Bw/jtgcP49o/BZ6EMivHGxT/aKl+gyMAaN+tvbJctPs4kpI9byKLDthQWW6CWDfHqrmwEMIJ0CN00qSBAAAXQpxHWRAwANs1m+p7pH+5+ndVMs8fs/TIYb8ssrA/kqISNQnVhQfwXbcLsXr6I/g8cQjs+4sau0hEFECX1nmYf/f96NzaO/1VoqUIN5+1C09d+RpsNs89ZVKSccMyNwPppOLbA736o3lwrFuvrCdt9o76FvDNfxw61k388k5vw1NV/v3d38GkGnVB4igLREQUgpCbDOfn52P+/Pk4evQoVq9ejZKSEjidTlx//fUQBAH9+vXDzJnBXx4TERERNTZXuWeucktaCnKGaYccttosGHLBSXA53fh9wSZle3VZFS6++BsAwOzZD6EC/vMYV+/cD8ntxvqZ/0LuyIFod8lZEZfR4q6O+FhqOarF2Mwjqzbh1IExz5OCC+8dYngv/YS6uboTEmT8/aX9+O+rrZV9I84tQ2bCMVxxuwtDRoc+X/eIUYOw6uPfAAD2ilpM+tNxPP5nT3C9qtKMjBxvXtmn9wurvI3BZPIE+8vQwTDNttWl6Dkgy7MiCEhEpWZ/fSDdoeqhL5hMkEUR373+coxLTNS4djz3vmZ9QafxwL33NlJpiChU6r5MZlMtXp62Bku2HsVPgg2Ad4h3PRID6aTidksQRQl1tz9wrVsLbFgP3HqrZ4MpsoaUsRixtuPZfZHw207UejI0TCdJHNqdiIiCC3vsrdatW2PcuHHK+vXXXw8AaNeuHaZOnRq7khERERFFIowH7573TYNg9s5LnHGKd75b357jZ565NKQ8D877EYUvf4TClz/CJPGPkMviSzR7espbxdADW9RyJJhMcEgStlZVoG9qRkzzbpWWHtP8qPEd2XNcd/udsw/hlvsOYvOCQ+gzPB/hTEqZ2rENLGvXwjViBABPT/aERAmOWhOcNapAst0OW3Zsr9HG8vkPEu4dULei811TAU8vv1qXU9mmHs49VF3vnoHbLr4MD026PKJyEjUE0R7mdAhE1DQ4vYFy9dDuxcUlaNu2FQTBOJjIod1JTZaAGrsEeNpgoPa662AqVI1qJQje+6VGiFEnZaWgtkIM+H5A3bBE8ClkJNNkERFR8xT+JFY6ODQ7ERERNRRRFHH8qBOiW4YkhjepmSxJWHbOLShepA1wjyucD0dxKVJVQxWbfFrQt2qlH4jyZd8Xm6FNZcFzfrcpMUhKaomSTGY4JCng6x1ZiuYenS9KG1o4v3EBsR+JIFxp3TpAqKlR1qvK7DCbPdecy+Wtm4WSkojmTm6KampkCEeOQM7L030peww9AACLt3hHM8lonYfyo0fCPtc/vvgE946/CIk2W+QFJooz14ABwITzcXLXZCSJTvy41QQbOOEsUVPWJasEb78m4ozaF2HCSABAv4L2kIsPAgAE4X8APgawpu6IJQCGAzAhqltLanZEtwSTWUB9k0E5NRXiSd75xyMest0Um+cQoT4fTTm0F3Fo31imkFMSEVHzFPVkdW+99RbeeustDutOREREcVddZccpWbsw8dSe+Oq1X7Dw3cVhHV+1c78miJ7evzsAILljW2QN6uOX/rK7z9HNx2QK8CDt89zvrHVF2OjQk5EkmIOko5bojMxWAACHZNzbdfF/34LojizgaorDXIUUHXWvsSbTQ6bW2yP12lG3KiN4fvx2aiMVKDaK4P99UE+oq8/lZOO51M/s2VtZzmydF/R8h6CdYkRAJ4iShKybpuKrNauCHk/UGGQAzokT4RQs+L3QiUVFtZBNvGchaurSk+yoLjLBVFam9MDNTk3Dye07AgD+drEdG56Ygu3PfA3gCgAjgbpQqTv8QVaoGXOLMmQpwHOxyQQ5MzNoPoJPdCJWTyH1jzPOc881zF3/Md0CIKVueRKAMgAXxahURER0Ioo6kD516lRMnToVY8eOjUV5iIiIiAzt3bkf9uqhyM8/hMREh34iScKRH1bgyA8rULJig+bhXvZ5+9P2guEBz5eYrN8TsFWrY4bHqOd0KymqwP+e/g4/z1P1gA81/sU4JgVgq4tYFtZUQ/R5A9Shb39lubqsNKL8GUhveMF/5U3vbyLIMkz79gEAegsCqio9QbTyYy4lzQZMapSyReKUUxYAAJ7FOjyAap0UHSC1rptfPsCQ7e1zWoV8zkoAzyIPf0UFXPCMQDIaZwO4F063G8u2bQk5L6KGJPtEPsyORCQkuPQT22v0txNRo5DrXgerG+nZLJ7RYwZ16Yo+7dqja14NgI/q9nrShTkYGDVzbrccsKO247LL4Bo1yrPSCG1A6x+RpPx8uE49tW6rpJsGACS5/nttI4AqVNUmAXgXQBqAt+NZVCIiauKiDqQTERERNZZW7XNQWpGv2SY5Xfhl3Az8Mm4GFg+7DouGTMWeN7/Anje/wKHPFsa/UKpo2NaVuwEA+7d5h/UNuXd6fbom0vGUmpZOSSnK8nGXtlHJSWPOhmCK7jbfLbkBhD8cNcWGugGQlJkJsaAAshx5IH3cdcNiUSwNZbjMulEPBgC46R7P1BYWs92bTj5x3rpPmfIOgKchwQIXtD3OPaGEgxD27gfgGb5U7TV4v1/eX74UWw8dxLJtW5Db72SYEo2n6GjXrgAlr92Evp2cSiA9BceRm3YDgEvhFq2GxxI1FdXV1bDb7bDbE3T35yaxpzpRU+F5tBDq/ut90BA0+315Go9xjnTSkGRI8RjvP0bRiqvGt1aWnRdeqCyrr2L1RFkmU30jyZ4AgM0HuwDK/WBGbApFREQnpLhMVrdr1y58+eWX+O2337Bz506UlpbC4XAgMzMTubm5GDBgAM4880yMHz8eFkvzmC+PiIiIGp7NZkLmjp+Bgd29GwUBGSf3QPm67QCAslVbsHr6I37HFlyhP2x71ALMwQYAZitfJlP00i3e4NqGynKclaMN1JktVridjsDDLQZ1EYBfAQAutwCrha064kkQvL/fGrt3yPSaO+/0LGzZGVG+F906GmnZKcEThim5czt0mDoB23ReoK5cko0e1wKmQ4dwCKfE/Nzx5T8dQhH64ndsAiCgCP2Qh0o4x4+H9Q/PaCPLcBt2YbTmmL733qlZv2boDThl+Rt+ebvsdmSkSPj9kUVY+9NlWPj2vwEAxZXdAczDC9//GQ9OsiM9yXgoeaLG9uyzz8LtdgM4jOTkdNxzz9Oa/Tm5+iP8EFHDk2UZUl2k0mquVLbXj6ql3+bX8xk+XmVDl7xavQTUArndoT8bJEslIacVYjQKU3qqBZ1LyrA7OxMA4O7eHfIOnznSAzwqSWw4QkREdWLaI33nzp244IIL0LNnT8yaNQvz5s3DmjVrsGfPHhw6dAhbtmzBkiVL8Nxzz+GSSy5B+/bt8dxzz8WyCERERNTCWI/v1aybE204a/X7OGfrpyi44hy0OX+49t8FZ2Lw+49h8PuPRXxOt9sTDP8ZM/32qYd2j2hqdB8MXVIwy8v8pxqo7y0c3fWzRlmqdrDxa0NKTkny39gmN7LM4vQOUBAEDHrzIfUGJCV73kZ27VoIwNNre9LjPeNTgDgoKMiGesjPZ7ABK3Aj/o3v6rYI2H+8h7LffvvtkLKzYYYTAHDyyWsxYsQSmHRGhPhjd6HuOduffKqyXP+n6pBjR2ayZ0QIUWqF/yz6KfIfiqhBCaip8R+BwZZiPCoDETWsNhmZkOFp2JWZtE3ZHvh2wXMfKEUxOg41P5Jbhhxij3QhwBxGgfZFq2tJmbLsuOYav+mrfEuvHj1u86FOcSsXERGdWGIWSP/oo49wyimnYMGCBZAkCbIsa/4B8Fs/cuQI7r77bowaNQqVlZWBsiciIiLSZ/Dsntq9Awa//xiGzn9O++/LZ6Puje5yeXoDf4V/ogQdtTtVz+a11QbzuIdAFBm4pMDOys4z3Fffk6PyuH+QPXROZamyltdj3Knf6+m9UFQHZ2PRSidGhPpnPQCXXe1p2HTGGSs829LTMWhYVWMVLWwXXHAS1IH0I+iHTzAHFWhXt0XA99+freyXs7PhGjYMVWgNm82Biy/+AmPGLEKHDp11chdQjO5+W/sMHOy3bWDnUlw+pEhZ/3rtqkh/JKIGJ8smrFlzCgCgZL+MvYsWofekoY1bKCJS9G5XABme6afMgqhs9w7trnePscezr+ncflATIMkIeWh3sUeP4InqKNMHxUBujm9DVBnqFwiaXucyIKmmJDL7RE0kScLM/76Nd5b9HLPyERHRiSEmb8S+/fZbXHvttXC73UorsoyMDIwdOxb9+/dHq1atYLPZUFlZiV27duG3337DqlWelwGyLGPp0qUYP348Fi5cCLOZw50SERFROLQP73o9AWNNG+MSDHdGM2dc/RxtEufHJQOnpmfipxJPr9Ua0Y0ks/fW3llbAwDYv3kj2vfuG+EZvNfvqt1ZaJ9TE3FZKTwCdMaZjLi3jvFxZ4yuiDBPLynX84LSOWkSpI3LAZyh2W/LzYr6HA3FYjFj4MAOWGUYtxbgdCagtDQTWVllAAD3wIGo+CoPFos3GNGt22WYNi0R1dXV+Ne/NkAUH8S2w13wFspwD3qFVJbUhPpRCe7F4i0vorS6ClkpqQGPIWp8nvrmiy8uxBdfXAhgGYC/46+pnJqAqCnRe0Kpb4RZ4XYp21ITE1FV6x3KXWYknVREt4SmPn5alwEDgd1blXUbtM8zkuqalqFtLNKt9QFN2u83rsPz330NAJgyfGTsC0tERE1W1IF0u92OG2+8UQmiZ2Vl4dFHH8V1112HhIQEw+O2bt2Ke+65B1999RVkWcayZcvw0ksv4Y477oi2SERERNQMHdpfhAkDrwGwBzk5x707fJ7dz5naEL2e1A/c2iCVIAiQBQGCLMNsiTyoXx8zM5lcgRNSi6UOnLt9Xmx2HXgadq36HYd2bPM9LEz7AbTHN+va4KJBh6LMiwLRxMn1Yt8xbCO04uA67CtMwMCh1RCjrGLkjAxvvpNm4QbhRwBDlG2pXQuiO0EDC9xewbPz2LFWSiAdAMxZiUCt9zM4fLhnGOuUlBTk5z+G/fs9w7cXIw9/Qxmm42x0wO8AgDadu+qeqXNutWrtfDy/4GvMvuSKsH8etY9XtsPt75yKbnlV+On+n2G1NO2X39S0VSZlqNZ2A5gO/8qL1xhRU5ZVVqYsF7s8I2mph77e+c+X8OvO7bj42YYuGTVFkiTAZPLW67U1IiBKAJpupziTSVs2h6BtlBhoaHffe8KjFdE3QCUiohNT1K9j3nnnHRw8eBCCICA/Px+//vorbr755oBBdADo1asXvvzyS9x7770APF9UTz75ZLTFISIiombqj6VrleXaWs99RllxJQRB+/ibkRv/HnuCZgQ47e2USxZQM3MmHBdcoH9syGep+7kEvoQmYyboz4WekOTp/ZcYdQ9Wz/RLJVW2KPOhcAiQkYRSaP6yiZHNMZyU6v9cltvGjYFDq3VSR8fdvz/a33tKzPNtSG3bpgfY6/m8mUzaEQNkYathAF4QcjTrn9+zDh+lJeI/AGwTLkZyRobfMTv/+A1/GrsLHVvV/43+jMe+/DTEn0BLloFdR1JwrNKGz/5ohyPlifhleytsO5wWUX5E9aoTvdeQKLYD8C0A3yF0Y1/PEFH0BrbvAABIz/KOGtOubiQUk+ppJTc9AyN69lHW9Yd9p5ZCkrTPvfZDB2DO1x897dhOUXe7Ht8B5WI5tLsfn6xln0GgAl3jcSwVERE1cVEH0ufPn68sz5kzB927+8/7Fsjjjz+O008/HYBnzvSVK1dGWyQiIiJq5uoDFm06tfKbrK9hHnCNe6QXu2yQ09LgPu20GJ2Lj+xkrP49k+TzOWjbzTMP4faVv0Z5htcAAJ/9UQCXm9diQ2lVsxMPIReX4QbvRpc7orws1obrJeS45BJNwN+yfHmDnTtWBg7sEGCv5zOwYMG52q3Ww36NupR9PtuPVW6DxbIJ2wCccdrp2sR1n+OcdgUQBODkDmV1O7ojN+3kEH8Crb993Bc9Zp2H/BnjselAoEYCRJHZs9gMWTb6fngIf7rvugYtDxEFd/OlVwEAao4Vo7LEM9KXWahvnOnzbKX6eEuGn3VqiWqqSg332RNaN2BJQtdK2KdZ/2NPoWadsxcQEZGeqAPpmzZtAgC0bdsW559/fkR5XH/99X75EREREanJR45jIICL8TcU1A2JW71zPwR3ww99HmiOdL5fooYkGPRIF1QXaXTzWX6vLJXZ9XucUGyo65X+pZ/DDBGD8VbjFSgGrKtWQTA33eE+9Zx77v4Aez1/pOLi1kiePRtwOgEAAye0hdEQ1n36bNasX/vqv3CwtEQ3bXY7zzD49Z/ZF6asVfaV2m8PXngd6/d5eryLkgmbDnh7v3++qh3eXtIRB0siG+mASCHZdTaeDMCM/2fvvuPkKOs/gH9mtl/P3eUul55LJ5AKIZSEEjqidJCOgCII8kMFQUFEUVCKgFRBkRJAeu8t9CSEJJAE0ntyd7let838/pid2dnd2d53P29fmNnZmWefu9udfeb5Ps/3mbpPD35906WZrhERReEa8K8Tve4rZUKT2gwx/jZTlhN65stIg82omAnNzTjpV0dg7cYGdHSUYuiEQQHP9/bG0d5I44z0NuuYgMen3nW77pEQ8b5JiLz+DxERFbCkA+nNzc0QBCHumeh6EyZM0LZbWlqSrRIREREVIO+ND+J0APvjMUwVngMAtH66LPTAjNzfhp+RzhnklEnhZqQ3ztxb2/a6kxlskuwa6xSrgQH/thCcZzKHzT9z37DP7RYbMliT1Jg5sxXV1QMGz5wAYJb2qB+DIG5Vgu7Vwxx46MLFhuV5POagPf7PlNUc+JzaQat24o6o6Ue5XVmz1uk+L/YfIgz9TMI/PDcFF/xrH5xxz5wIZxAlygVAgskc/P4nolzQ393tf6A2IcNE0kVBhLoGdvDSJlTcenXjAuXKSpSUWHHjv2fhstsOwfm/noStLcPR1VWK7TsGAeXDYi5Xrh+RhtoqbLPGBsXpgwbFc/kCIiIykHQg3e5L3dfbm/jaV319/hHM0dZWJyIioiLVFdrWcAyvg9SQ+ZkRkWakx3lyhOPiK5aKkzojPbhb015Sqm17vYmlBKfMam3aGfH5RLr1Js9pTKwycRjaGLwmsp+jfUvY5/LP8wBO0R69hDth0aWuHzV2bQxlPAD1Lzl+SAOmDAvsKA4OpAPAX0/7RNv2SpHXG23qtOGPz++BLbsdaOq04TcLpmLF1irt+WOm74TFJGGfxjbsN05J5fvJmlq8vmxIDHUniofyHubkPaLcNHqqf7mQitpaAOFnpJtNIoDHlOeY95p0vE5du8SgP//au6bj0r8fgt/edwAu/t3ksOUEf1eUVKU2W479kUe0bZM9OFPS3wMe6d/iwfUSeINORFS0kh4e3NDQgI6ODnz77bfo6upCRUX866598om/c6ChIf9mLRAREVGG+e5q6w+fgzXfA2K/PhVvJm5w9TPSA8cltjZbgPLwZ/L2m1JJffcFz0jXzwL0ut2AI4OVooTsbm4BMMn3KHJHtWi1xlTm3ofvkVylYmSyiPC6A4dzmBcvhs3TlZHXT7W2GNKdtyEwNeg2p39w+OLFe2OffZYAABoajAdI3HL62RDFwO8PQfA91n2e50/xrz/aO+BFRUn4VPln3bsv3l9Vh8c+GYmfHroRt7/hz/z2zOWf4cR9dmiPV26rwNRrjgAA/Ozfs7D1rtfClksUSfD3jx7T4BLlPlFrMyqf1za3M+B5k+67ioF00hPSNHv7hPNHp7S8xvJKrP30U7gPOACiEDzA+MKYy+FXGhFR8Up6Rvq8efMAAE6nE3/5y1/iPr+pqQkPPPCA9nju3LnJVomIiIiKhQA4SjO/vqv+Jjo4tXt/b9LNK6KY9flmqPYHzVQVdJ2eAz09Ga0TJSYw0UXknjrB6Yz4fKYNH1+f7Sqk1PjxHVGPqcN3EHT5+F2S0pns8Zjw2mvHYvnyqQAASdJ/JzRpW6ubd+HxHZuwrMsfKFffBPpAxbBB/u0v10depuGD1Up2gI0tZehzKgH3fce24oELluAHM3bi87XfY78/XIMz7vkHJg/twA0nrgQA7Vii1FFnpDPqQJSLSiqqtG3RN4iry2P8HaM+DwAS4+hFTQjKgVXekJ7lOyyW1LZLDjrjXG1blqXwI9tlDhYhIiJjSff0nn766dr2rbfeir///e8Rjg60bds2HHnkkWhra4MgCJg7dy5npBMREVGI7s6gQKDWMSugalCl8VNppb/BDnpBMb7mlSxxrUFKnF2M3tHU29kRd7mb/nEfbjjx1ARqRIkKHpQTQj8jrLo6ankV1aVRj0mVcTMyv8RGOg0b1hf1mGZMgtjSoj32Bq1rv23bcGW/14TLj1yLBZd+iicu8Qfeh04Yj439vXilxT9LXJ2Rrv9eKLX73xdfrve9luRF78AA+l2BAyrMov+7yevrCJ41ph3nHLgWVrOMJz79GIs2rMPTX3yK73Zux6lzlGwuMpRg+h1vvIIJv/oFFm9YF/XnJ5Iitl+U95/JzEEaRLnIXlqqDbrs61ayxwyxKoOTTULgvYwoCFA/0wwyFjcTwg/oa26uDPtctlUOrtO2BQiB+duDRFojnYPDiIiKV9KB9IMOOgjHHnssZFmGJEn47W9/i9mzZ+Pxxx/H7t27Q46XJAlLly7Fb37zG0yePBnffPMNAOXL6G9/+1uy1SEiIqICtOTTZYb7M3EvW1IeOuM90ox0Pa8ncpC86a3P8Ur1Idj8yCuhr6GVTxRepdkCwB80M+JOYPbyiJpa/ObYHwXs+2RNbdzlUOz0VxKvxyB1exxr3e99xB447ucHJ12nWA1tHIwuhN775SurNfJa5ADQjtEBj9VZerKs/CXdbuWzKYoSDtmjGafN2YnT95uJjgcfxeq/3YnSUoOBDlG+0za2mNDR24vG/7sUFRedjbILzsKPbr8Z3+3Yju92bAfg0o79y0tTAADPL/4SZRechRueexqSLtgv6aYVdvZZUX7hCfj1gr2wvrkJ1z37FL7bsR3NnZ1Rfw9EwcyWdgDbAQA/v/r87FaGiMJSg+Imi/J9ZfUF1oMDifplSLwSA4kUyrm+FRf8cXbC52c6QB0pWM6xIkREZCQluUcfeeQRTJ48WXv81Vdf4dxzz0V9fT0aGhqw5557YubMmRg/fjxKS0uxzz774Pbbb0dvb6/WcLvjjjswe3biX7pERERUuC477beBO3w325m46Z528ESDveFnpAu6u2+TOXJT66uL/gRPdy++uuCP4Q/izTxFYPJ9BtrdrpDn6kaNCdkXD3vQOtz3vD0uqfIosoH+4dp2b29d6AFxZLto3Gs4RDGznZKS4EH/M89oj+WKCiyvqcloHVLl8stXRj3GisBMKZI2W08I+FcQZJh0M8XLHQ5MaBgKlxw60EqbkR70XG35x8prSMA3W7djW9sIqLfyr379FaZcfQWmXH0F3N7QQTO7Ot+GV5Lwpxefxba2Nm3/5+vWYEf7Mowfol/H/kgAwDvfLMeUq6/AsMsuwpfr1kb9XRABwDV/34o3VqzEVy0b8O53j+PTLa9j7hFzsl0tIgpj6PgJAY/V2yrjWw/lO+fBD/ZMa50oP5m3bkJVtS3b1YhNWVnY22sZgUF2QQg8Uog24pGIiApWSgLpNTU1+OCDD3DMMcdAlmUtOC7LMpqamrB69WosX74cGzZsgNPpDEgFVFlZif/+97+47LLLUlEVIiIiKkCm4KHhGRy1Pm76CBx0yt5hX16O0JzqbusN3ak7d2B7c7LVoyLX7FJSRW8ZCH2vCXEuM2BkyrARAN4HAHyw2iC4Syljd2zXPTK4xnmjz5JWZWP8zUFH7Q9ZV0dxyxasr6vIQk2Sd/jh2/G//70b8ZgWTMRq1+HaY0tQKlzJN2uvwuHCfuNasaW/Fxv7erR74XV9QUuWABB8gx/koEVozaKSjcAjCbj19aMBfA2b+WFMHjoMg0pLtf8Ao6wFz2pbry37Stu++N8P4LC/XoNzDrwEb1z1sfpTBP4Msoxvt20J+zsg0ttzZh8mTBlAWTkwZvxIDBnG7wyiXKYO3lKn4KpBQqMZuaLQCgAYM7gjE1WjXKUOZm9tzXJFEmedNgrN3cZL+HT190dcvoCZ3YmIildKAukAUFdXh1dffRUvvvgijjjiiIAZYmpwXf9lVF9fj2uuuQarVq3C2WefnapqEBERUQHy9gfOsluM85SNDN3Mhs4s1806R9AMQF0bqKyqJAWvzjt2Cm+ozQEgtrXSE2ESRQD/1R5/vakqLa9DqZXp2egAMHXvPdAX9Loz5s7IeD1SxWKJvDQHIOA/eBVr1qwBAKzvVwLj6kz0weXKd8PssW2ArQf/3bEJj+/cjF2uAePioAtihKTVVR57JeDVr5XfqdNzHj6+/h78/kef4oqjvsQVR30JIHIGgKkjRgEArGYz6iuVtUyve/YJPLfobfWnDjmHSVGIiAqc70LvX1Yq9MpvEj8DAEgy70sIEIKWjUr2XWErSVl4IizTSn+2Iau1zPCYcocdkq75Jwe937lGOhFR8TKnusAf/vCH+OEPf4je3l4sWbIE69atQ0dHB5xOJyorKzF48GDMnDkT48YxNSQRERHF72q4cZDwMYBNhjft6bjBDS5T/7AG6wOeizSKXbV60UaUVoSuvU4Ur3ElZdgy0IevutpxzOChKS9fea8/DjWY/srSBswY3ZHy1yEAuvSRcpJdktnq6Hu/dTdOVevgduPiv1+RlXqkQmmpO6bjPv30U0yYMCFkvyQrncKbBnrxVWe7tv+hbRtw/jDjZRe0v1vQjHQRSq/ult0jAvbf+85YXP9ctDS7/lnqX//lVm37jjdewa8XPKrU6cPXAfwJwNjQn0OKNqCAyDggQUS5Tc1cpC4n4g+khxIFNfNoBipGOc/66qsY+OlPtcfJtluPOHEEFvzlm2SrFZG4c6e2/cn334U9zqt7j4sC3/BERKRIeSBdVVpaioMOOggHHXRQul6CiIiIilRdnS8luiDAUZr+Tn5BDA6k+2+qd2IaRmCJ9rinqxcl9Y6wZbXt7MSqzzcAAEojvmjQ9BAiA2Um/wzSbo8b5ebQGaXJEAURgITRtbuwafcQ/PGFKbj+xNUpfQ2KkT32wTfB16xM2dLXhy9eeQVzq6pg/uYblJalIitHdhxwQBOOOmor3nxzRISjtqFl566APeqvftYIf9rQLzoDU6D+Z/vGgMeyLCtBdDW1uxw8I135nvt83byA/R19VgDAtJEd2HdcK/qcZjz+6SjUV7TBYl6CftczaO1xGdb87AMPQnNXJzr6+vDpmj6s3KY+UwfAv+yIxKgJheFy+gab8C1ClJe0wLl6yyGET+3u9CgzkL0cW0UAhN7AJaVcVbVJlWcyiRC6uiBXZGpJION2siwLkHSDGblGOhERqdKfO4WIiIgoxbxeJY11X9cA6ofGNmswqddzB69N7L+pHoalAc+4nP6ghVFHVH+vcVAjmLnKEbYMItUeZf4Op16v0frIQPvO7Yb7Y6GmCJ83aQUAoNye/s9b8YrSOecx/vsalpSlfr7BDTXY8NVXsL73HoT+/uxUIkXMZhnPP/9OxGOqS8uw8LobA/ZZrC7889yluObQ3TG/VpNLCVCoHbR9XZ149NpfYembrwEASqzGa5He/oYyE/6IvZpw3/lf478XL4b3sWex4573sfnOLjTfdyTOOdB4YHtteQX+etpZuO/8n2L5X36prw0OnXI6qkqUoV6xZFmh4tTdGRhIqa2P/RpFRDlAC5wHz0g3uu4rxzC1OwEIuUE1DY28tEw+0ScFCn63M7M7EVHxYiCdiIiI8o7HoyTVqR5SkZEbWos9MInPJZfcjyFDlFmIaspdTUB9Eg9AeLuUwIq1IrUzjKmwWER/c37LQF/Ac207lCmm3y78IOHy1cDerEZlFnr3gAU7O7gsQfoJkIMvbnEF0rPT0/ef1+/GBXf8OiuvnQ4mkxwyG0nP7S3F9FFjUBmUCeLnh23AoNLgAViB7KJJ21ZnfXvc/oFWu7duweLXXwIA/HDWawBOA3BefD9AjARBgMOyVnu8ve1ezJ+yFwAG0ik8/Tvj4VfXYtzkgazVhYjip7YVdq1Xrv+RUrtXlSgZZjwSu5EplOWb5dmuQpzCt5MjZV3gGulERMWLLSAiIiLKeRaL8Wo0JovJcH+qGaVxu/jiB2CzOSGLQc2pOGIOEQ/1DYd3d3EGMMXmi47AWasjJitrJ7du24qO5qaEyhR9HUaDy9q0fR9/n1z6RorOWmNG329+A9f8+f6d8QQ0s9TRN2LMMJx8+ek4avNr+EFr4gM4conFEr5H9aGLlkAQBFw4vDHucgek0EB77fCRAZ20sm998j+fchwWXrcXXvvNMCiLgszHPo1/1Y7ba0RH3K8fbPXfv9K2m7tKtWwUxjMTiQLNObg721Ugojh1NPkGBZuU+yn1fsfoqm/y3e60dJWh38WuZApU11iX7SrEaXjYZ6QYmz0caEhEVFzY+iEiIqKct9++e4V/MhMBozAvceWVt2Pg/PPDHutq6wo9SX/THanuvlmQvEWnaCaWlgMAOj1u7HT602nPPf0sbXvLtysSKlsNptmtAzhggpKq+o1lQxKtKsWoev8qoKQE7rlzEzo/2xNmSobXw1pVnt1KpIjLFX7AVoVDyRJQYjKjwpx89hCz1YpfPPgozvzTLcoO3xeASTThgAmTcNTUGeh5+EF89/fj8dkfxmL3/S9hy52v4swDtoYt02G1xvTaI2r8A9a6+s0QBaWrQIq1R5mIiPLKhNn7AQDWLv4SgL/tYBQgtJg3aNsbmsvSXznKK2KYQe+5Ql2+wG+H4XHd/Q2QdIf2OAMzregH1zOQTkRUXBhIJyIiopzXsmaTti0h/I16poNHNpsL0ogRgTt199S9G0PXpu7c3RNj6UwdR7E5osYf2N4x4A+k1wwbjtFTpwMA3v3PgwmVrc1OkmW09igBuUc/GZ1YRSkK/2desCR3m8bUk5kh6tK+24KzkwCosfiD2NeMmYzfN+4Bc5S/jcVu12YHGnXSOqw2jB/SAFEUMajUjWHVkdNp/+HEUzFj1Bjcfc4FEY/T80oiZF9XgcSOYiKiguT1KFmvBg1pABD5zsNiGgCgDKjk1wJBlmFa618SxpSKZmca31hSSL72Qw2PK7PvCpiRXma3GRy1H4BRkCGjtbsb76/8hkF1IqIiwEA6ERER5TSn04XK5nYAQBeyMxM20aCULEVYZE0pOKFyifSqLFaMcZQCADb29wY81zh9lrbd29Eed9nqjHRJlnHJYeu1/Z19uT3zpCCxky7nLN9cpW0fUl2HBpsdh9XUa/v0M5fMoghBEGARot+CCxFXqo1PfWUVlvz5b7jk8KOiHnvM9J3+B7IyCICdw0REham+cRwAYLMva5H63dPmdoUcaxJEAMqSJPxWIACwfPaZtu3ypOBdkcb7YjFksOPMsMcGDCAMagNtb68D8BmAhZAkGXtd8384/OYb8cRnH6esrkRElJsYSCciIqKcNtA3AHUlWRPcMJm8mD59eUbr4OwP7VAKJ64ugIip3ZV/ZJnBdorOJBh3fk477Ehte+OKZXGXq6V3liX87FB/Ws8v19ckUEuKJNonnVeC3OPy+m+nJ5ZW4MLhY7FfVa22b4S9BABQqUv7Lhr8IVd0dwTuENRMEKmraywWXPJlcBU4I53CkiUOqCLKZ/rBXq3bt8LtS3/d6/WEHKsEIn3LTvHehACImzZp21Zzbr8nrA4HZh17vPZY1HoXAskQIEV4f6/bNdK3NRIyZDR1dgIAXljyZdhziIioMDCQTkRERDlNNIkAlCDE9zgKe+3lX+tZ8gZ38KfnJt5sCb9Gbggh7IOE5Ha3BOWKOqsdANDkGgiYQSoIAuxlylqWbTtClxqIRn3/SbIMs8lfrsvD24hMYzgz95w+Z0vE5w+ursP+VbU4ZYh/CRC3wZrji7va4A343KaujolSB9F8uHpllmtCucrtKtW2TWZeoYjyju67pqOpCRW+QV8lptBBMqaAQHomKke5TpBl2J5+GtYXXkBDfQoGVqX5jTXjqOP0LxamDoAU0E4LPE7QLenj1WWekwzadkREVFjYA0ZEREQ5zWQyYQLs2uOamlZte8iYzMyKrR5SmdB5cpTM7pGiJf6neGNO0U0urdC2v+xsDXhOXfvSa5CqMxo1FaIanN9vnFL2B6sGJ1RPikDXOSeKobPB2HOde6IFvMvMZsyvqUeDzaHtO7i6zvBYOeBarxQ80NOdtdTq7b3KMhGtPV1ZeX3KB8r7tKS0BxZLlEOJKOcELl0lwyGafFuh3zuiIACQfM8TKcyrV8OyfDkGmlqjH5xlsQxSlCEgZDn1GMrwRlvOjYiI8h4D6URERJTTRFGAiD0BAOXYFXADazabAm9o0zWLL45yB2/0r5HmdBo0tXr7dOXGUnAOTE2knDfU7g/Ure3rCXiubtQYAIBoiiOzgo8o+NdIB4Dt7cqgll2d9rDnUGKkSD13cZi4z+iUlEOKuXN3hn1uW5sj7HPh1Nuif3ZKq6q07b7OjrhfIxV+MGMWAMBusWbl9Sl/2Ev6oh9ERDnIf48hR5lRq5+RHin1NRWnqhmTsl2FuAgRhoMEPCNEOE73FAPpRESFj4F0IiIiynkSlPShS3EmsjEPQkgwz65kuPyacVnhZh1y1gfF6phaZeb5pv7egP1Wh7JOcyIzW9X3/oamJgDATw/dCAB46vORYc+hxJj0Ax2S+OBX1pQlXxnSvPbam5g1q8XwuXQFE+yl/r+hlKXO2dIYAv5ERJS/9Lc3LueAdodi1FxctX0bmNqdwg0CN9ltGa5IIvx1b2jYZXiE02OGR790XNCbPVyrzxs1DR0REeW7pAPpN954o/bf9u3xr7tIREREFCsZkWfUpmt+hCiGluxyxZDH1LBCuhtyXWfE8sv/FnAU11qjeKlrWwL+GeQAIPjev4kE0ldu2woAqPats17pcAMAxtb1hD2HskswcaZYKtlsEubMaU5ZeXVWG8oM1p8NlkgGiVR66osfAABW79gGr/GoMCIiyme6+xBRFLXBk0atxcP2nAp/IJ3tDAokGNwr5xqLro41tW2Gx2xqOQpub/w/y8bmpoTrRURE+SHpQPoNN9yAP/7xj7jrrrswZMiQVNSJiIiIKIg/oJDg5PCkRJuRLgsCvGPGQLYHz+CLfJ612r+u9YZ7nwl4ziwqI9vdLoO1kokMjHGUatvNrgFtW/C9D/u74l/r+MCJkwEAkm+mxfRRHQCYKSH9Ev8NN+41PIX1IACornamrKwSkxm/HDUBvx0zOWVlpkqZ3QPBl8Z0R3s9AKCpsxPH3XZzNqtFOUsO+peI8onk9Q+Sstgizyg2iyZogfR0Vopygqu9C83vLYIca1YcMQUJb9N8k28yizCtXKm8lO9dPKTyo5DjWnv8P3PIe12X6l0/QHlo1aDUVZSIiHJS0t90paVKh93EiRMD0xESERERZYTupjtNN+BGo+wlyd+M8syahYFzz0X/RReFrZqRkjHDwj5nlpXAjc2S+yP8KTeYdZ1YHW63tu3xKNvfff5J3GWqa6SrfUWi6FsfU+L7Mp3kJG7TzBbek6XaFVd8k9LyREGAJUqnszaAK4M5dAUB+O/PFoW87FsrlmWsDpSP+H1AlJcCkmSJ/tTuBqFy/RrpTO1e+D7c/zx8csQl2Pyfl2M6vnfDtqRfU66oiH5QEgQIIW/ecns/bObvA/Z5Iowd4LcdEVHxSjqQ3tCgrMVoNkdPT0dERESULH06wUx15BjNSPd6/cEqz557KvWpqYmlMP9mTTVcBx8MadAgVOw5NuAwt+hQjuGaaxSHoTblfdPucWn7SioqEy5PXdZAnZHu72SlVHnivlp89GYF3LrBD4bYc501ZWUZyAwS/OfVBrFk9u+uxe/ZXUxEVNACAuaCfn8opT2otAWZ2r3w9azZAgBYd/dTMR2/7em301mdNPC9ywU5YJY5AHi9Bsf5CLrHRgNOiIiocCUdSJ8+fTpkWcbatWtTUR8iIiKiiGYeoHuQwQDDQSfPCv9kmJnwJkQOjDXXjID74IPhOvZYOIbVBxbp+9dtipxqkcjIbpc/FfXYmXsDAMzW+N9LoqDcLkiS8lnTZqSzEzUlvvmqBNf/YhR+cux4QPAPzpG8HEBTDM4dOjrqMR0ZXndTFLgGLhFRUQi4jxL8sXSD2yv9jHSJ8cOiIQ24DPcPv//2gMeDD9k7E9VJjuH9uhAQHAcAjy6QPuC2Ri+CiIiKQtKB9LPOOgsA0NTUhPfeey/pChERERFFcvAxnQGPM3VDO3JyQ9DrxtCLNGJI6D7dae4xjQAA77hxoWvQaVN/ecdOsSszKVmi3LpMBmaL0gkkJ5DdQE3tLvk6W7W3JTtRU6J5h0Xbtlj0fx/+gvPBuPqepM6vt9nDPuf1ZSjYuGxpUq8RL3YSExEVB33GE0EQtAxcRi0Qk6BP7c4vimJhKjFup4gOR8DjxotPzkR1Uk4JogcF0hNojnf09aWsTkRElJuSDqQfd9xxOPTQQyHLMi655BK0tLSkol5EREREOrsAAAcc1hbxhjafAwDN73yhbUuc6kEJGukoAQBs7vd36Ai+tZhDBmvEwB9IV87ljPTUMpn9n/XW5nm6Zwxu0zh6IauuumqZtv3hK69h0Y3vYuiggbS93tiZ+2jbUmCe0bRSv0fNIpduIyIqaPp2ha5Zt9vthCuozdg90A8tkJ6BqlGOC7oNEMwm4+NySciti6z7z8/j9T82m4KX9tGldtedVlNWlooaEhFRDks6kC4IAhYsWICZM2di7dq12GefffDCCy9ASqCjjoiIiCiYcpOq3KlWDvLk5npk8UTwoxz68QtL8dQtb8A0qCSm44n01LdLj9cDrzqLPJlAuu9czkhPD7M53C8yscHJjVOHJ14ZimjSJH82lL2nt2DWmI60vl5VvZLR5Ks3XsE/zjsd3y78IK2vp1JTnJbZHVGOJFLxC4EoHwUkdhdE1Fj8aax3OfsDjr14/pHwz0jPQOUoN4T5Y4tJRxOyy4J+XItROLDrnpAsc2fff5+2HfrT881PRFSskh5mfuONNwIAjjjiCKxduxZbtmzBySefjMGDB2POnDkYO3YsysvLtU64aK6//vpkq0REREQFZP7EE3AcZgJYkVP3ruFSu8sVFZFPLIkcnNj07Q4AgLm+Un2leKtGRWxSaQXeaVXWVN4+0IeRjlJtnXNZliHLspa6MxbajHR1jXSBM9JTSQhzixRvGv7Trz4KkkeC1WGJfjAlpKTEPyvJYsn8l9Hb/7oXe847JO2vo9628zNORFTg9KndAZSbLSgzmdHj9YTccplNutTuvDchAINmT0H7opXZrkbMBN37dhQ+xyBsxaC+rfCa/hF05FBtK9KgkZwc3E9ERGmTdCD9hhtuCOiMEwQBsiyjubkZr7zyStzlMZBOREREek07WgB0AwBsdhP6OtOXSjcaQQhzQ60bMChEWSNNliRthrBe5fQJ4V41jhpSsavSzSYa8M1AF0Tde0iW48qgEJzaXT2Vs5FSQ02Vn6jK2jJMP2QSLFYzYI1+PCXu2GO34MADd2H27Oa0lO+UJZh1CeMaZ8zCmkWfobu1NS2vF446Ix0MpBMRFTQ5ILW7cs23iyb0eD1aJiKVV5IASL7zMlVDyjY5wh970u8vwuc/vAIADO9tc06Y+5/T9vsCj30yXrfHH8sIHlQYbiA9EREVvpR806mzW9T/wu2P9h8RERFRJIMb3Fj5+XrtsWjO7E37D356kPETcbRj4u1oYAuJ4jXCriwL4JSUdZX177l4l19Ss0q19/YqjzkjPWuMfuM//PnBGDlpSMbrUoysVgnvvfca/vrXxSkrU9T9VRe2BabzHzF5Ci76x/045dobAADVQ4el7HUjUfuZRVHElGEjAABmUx6sfUpERHHxut3+B7Kaecj3XNC9TV1FJdS7ErYBCQDqD98XQ48/BCPOOBqlY/NtaaEY77CDDuM7n4ioeCU9I/3cc89NRT2IiIiIwhqDpYb7K2vL0LrDv25tXGuVJ6B8UCmGDBmCXbt2weHwz4zv6StHSZJldy5bgzW3PgqgOmA/b9gpXh7f7PFWtwsAArJHxbtOer9LKaOlu8tXlq8cjvBIiXguWYLMJJKFxiKKqDBb0OVxo9838CWY+vnN1MBz9S0pyQL+cfb5OPzmGzFxyNCI5xARUf6xl5Vp2+o3jMvXTuzwuAOOrSopBaAMrtrdzRQ4RSNC20O0WjDnub9nsDLJCdfmjjTLPNJdk7rsFRERFYekA+n/+c9/UlEPIiIiorDMUIJ58HoC9sez1nOqeL2hwY6dmIqx2JJ02d9efRdwww1BexlKp8RYfQtw62ekxxuMU48fVFoKgDPSUy2uPwd/5QVpTmUN3m7dFfZ59XuufeeOjNRH7VCWZX9GCg7hICIqPKKoyzbia5B4fP9agjJoKUv9lAMATrt7P3gfezYjdaTscrV3Gz+RhXvwVDLBP1BEjPSjhNzv6LPwprZORESU2/JgERMiIiIqdv2+jhvzhD0jHpeJW3qbzZaBV/HjPTrFq95qBwBsd/YBAARBl9o9aDBKNOPqlbThA770n5yRnlpuVzy3Y/ndaUmRrezpNNyvX46haeN6w2NSSdQ+44Judjo/8EREhUwdMKW2IYOZ8mENbEo5S0Vp4I68DqD76z70QBP6f/ITeIcORaT2dXD7R//je6V8/l0QEVG82BIiIiKivCGYLaH7MnwPK6axI4mhCkqFLl86TrMvgG6y+JNQffz0E3GVZbMon7mvN20AwBnpqWaxhkkaaXAxkEuSXUCCcpFdt/54tIwRO9etTXd1/INl4P++k+JcEoKKTF4HVoiKV6Rr+26XM+CxyM95URLMJsP9+fp+EDuVQYvWChOkkSPhmTYtrq8wfYYe3rcTERUXBtKJiIgox5kBKDfxQcv1hcrSPb0If7p32WTc4RATBsooBcY4lDUvN/X3AghM3bl28RdxrZPe1NkBAGisU2amc0Z69gh9fdmuAqXB+JKy6Af5LHn95TTWRCFog2X8X6lrdu3EXW+9lvbXJiKizAloD/radbvdSgDdEhRd5Ix0yneCIMDy3nuw/+c/6F/RpO6Ewxr+pkYOGjisf+TlGEMioqKStpZQX18fPv/8c7zyyit4/PHH8eijj6brpYiIiKigDdO2WptDZ6QHBPQyENwzWpfdBX8A3H344cYnulyJvmKC51GxcstKz0652T8T/fhfXQMA6O/uxmv3/CPmssb6AuheX2erOiOdcfTUCDcLxqYbnKPh6IWipM+C0rW7JaZzutta0dnSnNDrqW9JWRYg6paF+L/HH8Edb7ySUJlERJR7ZFnSbSttjLG+wV3BLY50ZuQiygRBFCFIEkybN8PWtlXb/4fjrWHPidTyDs7OJcsyvtuxHV7JoA1PRER5L6UtIUmS8MQTT+CAAw5AVVUVDjzwQBx//PE499xzcf755xuec/nll+OMM87AGWecgdbW1lRWh4iIiArAnrP2iPi8KPpvYj3u7Ny41tS0RT3G/O23EHfsiL9wgR1XFJ9qi9IhtNM5oHWMDh0/UXt+7eIvYi5L7Tj1+DqF1MBvz0DooBaKX0er8brYLjF8px4VFkE3WKo5KJUuANSNaYyrPGd/Hx6+8lI8fOWl6GmP/t0UTBSVa8aq7RXYa8TIgOd+vYCD4ykUh/sR5SezzaZ7pFz7xYBHfpyRXlxkhwOesWMLaiknQRAwYfZ+AABZFw6prTBjcPknhueEzEgXwofW73/vbUy5+gqce/8/U1BbIiLKNSlrCW3YsAH7778/zjnnHHzxxRfweDyQZVn7L5y6ujo89dRTePrpp/HEE/Gt2RiPlpYW3HfffTjyyCMxduxYlJSUwOFwYMSIETjiiCPw5z//GZ999hm83tg64L/55htceeWVmDp1Kqqrq1FWVoaJEyfizDPPxJtvvplwPdNVLhERUb6SpMB2hBo4nzp3PACgpMKuPTdsfF3mKqbT2VkZ/SCXC44HH4y7bFk0Rz+ISKfG4u8Y3ehL724vLcX5f7sTgDJjItb07mbfUgWeGNvIFJ/132803C97Ofu8WDh0y4F0GaxfYrHaQvZF0t/VBcn3ee1ui3+gusWkvPcG3CZYTI64zyciovwwbuY+/ge+ZoeaeSu4Hzdf18SmxAycfDKcZ5+NpvIR2a5KaoV5G4ui8X1RpHiGJMsARgM4C7Is4qaXngMAPPm5cVCeiIjyW0oC6Zs2bcLcuXOxePFiLXBeUlKC6dOnY9CgQRHPveiii7SZLs8880wqqhNAkiTceeedaGxsxCWXXIK3334bGzZsQH9/PwYGBrBt2za88847uO6663DAAQfg66+/jliex+PBtddei+nTp+OOO+7AN998g/b2dvT29mLNmjVYsGABjj76aBx33HFoaYkt9V46yyUiIsp7QTewjnIlcD58Qn02apO4BNMyC1LoDEWiSBps/sElPV6Ptl2qa5d3xpgi2uxrp6up3R1WdWY6A72pYDYb346ZzBxAU0z0n9l49LS34blb/oTX7v0HnP19KanLvmP9wfd+lynCkURElM9Ekwn1jWMB+AOGaqskOKzIGenFRRqrvC8848YZH1Bg4yrC3dfIUX/QjQAew472U8Iu10RERIUhJS2hU089FTt37oQsyxg+fDiefvppdHR0YOnSpZg9e3bEc+vr63HAAQdAlmV8+eWX6OnpSUWVACjB6VNOOQVXXHFFQLmNjY2YO3cu5s6di/Hjx8e11s/PfvYz/PWvf4Xk60y0WCyYNm0aDjjgANTU1GjHvfrqqzj88MPR29ub1XKJiIjynX79vlxgtEZ6cNo3Q1EC6WE7Kgqtp4LSThAENDpKQ/Zb7f7Zpf1dXTGVpc1I97VRTeoa6bLAJbtTwGQ2DlQKCJ2ZTAQAbz7wT3Q2NwEAPnryUWz+dgW+//xTLH3zNfR3d+Otf92bVPlWc2595xIRUfr4lxeRAx7LQcnd7RYu6UNAoUaLxTCroUcKpEuS/7n2vn0DluohIqLCk3Qg/bnnnsOSJUsgCALGjh2LJUuW4JRTToE5jlkUBx54IADA6/Vi+fLlyVZJc+655+L5558HAJjNZvzqV7/Cpk2bsH79eixcuBALFy7EmjVr0N7ejmeeeQbHHnssTKbwo+4ffPBB/Pvf/9Ye//CHP8TGjRuxbNkyfPLJJ9i5cyfuvvtu7Wdfvnw5fvrTn0atZ7rKJSIiKgSRUqrlinDp4IyE+3mcZ51luL9A+ysoS6qHDgMAbPtuVUzHm0WlbfzVxvUA/OsnAwknWSAd41Sp50IQ+0N382JQtOae5v9+WPXJR1j41GMAgHVLFmn7P3/+f7jvkp9g+/erU/a6XonvOSKigiYErwGt/Lu+L3CSU4nVBuAqAMCccbsyUTPKYUK+Zijw3bvYETigONyM9DU7d8RWrGwyHGxPRESFI+lvvmeffVbbvv/++1FXF//apFOnTtW2165dm2yVAAALFizAggULAAAOhwNvvvkmbr31VowaNSrk2IqKCpx88sl49dVXMWPGDMPy+vr68Ic//EF7fPDBB+P555/HsGHDtH0WiwW/+MUvcP/992v7nnzySSxdujRsPdNVLhERUSH4dul3+G5FatoG6eT1xpH+9o5H4iqbwUpKJXXN5I+ffjymQSrtvUpH6sQhQwEAJl0gnUG25Ami0e/w0YzXg3Jb5eDAe+y+zs60vZZZ9xnf0lqSttchIqLsU2N/apPQqWbJFMSg4wQA25TnTN5MVY+yrNBa+p0tTYb7BcF4UPzC78IPTtTfRskwY1tba9hjiYgo/yUdSP/yyy8BAEOGDMH8+fMTKqO2tlbbbm1N/ounp6cHV1xxhfb4tttuS7huqv/+97/YtUsZdSkIAu67776ws9cvuOAC7LvvvgCUWWe33HJLxsslIiIqBB+9+am2LYsi9tq7C72dBjM1s8wUS4eSr6dK7oqz/oXWg0FZNf+8i7Tt3Vs2Rz2+vrIKACD6Ar6ibsaGFMuSBhRZ0OwVO17xbXEEDekEfdSGTZoc9lCTLv3u2sVfxv1SoghYTEqHstEMrXzIEkNERLEKjKSPdZTp9/qPEgSobZOYlrSiwlBgs6wlr/E9u83sCXNG4M/f3T+ge6TP0iVieHUNiIiocCUdSG9qaoIgCJgwYULCZdhsNm3b5XIlWyU8+eSTaGlpAQBMmDABP/vZz5Iu87nnntO2DzroIEyaNCni8frXfP311+F0OjNaLhERUaEZOPdcLFn8TbarkThBDUR6Ie4KTYnYtGtwuBPTWCkqdMEhrz0OmKdtd7dHH8Cqph6XJKUkzkhPMV1n9Eh8gRvwI/wg3LH5mkaTYrbbbXxvJwix/+1nHH60tr3ktZcSqkdtudP3ugLqKysDntve3pZQmURElHvUdNTqmugmtd1neLSs+3+i/BNuMOCfTgm3XEHgvU6p3e4vS7e/3z08zHJNRERUKJLujVHX7Zak2NcGDdbW5r8ZHzRoULJVwkMPPaRtn3XWWRCT7HTq6enBwoULtcdHHXVU1HOOPtrfgdHT04OPPvooY+USEREVklJ4UYo2SEHLs1TVlWelPgmvf+ZrKwmQIBu0TQbX7TY8zVrG4BnFzxf3xpLO0KBXw7jxAICtq1ZGLUediS75Op70aZ8H3HxvptJhuBEmyDgIgNsVOjNGrqjIfKUoI3a7lMC1NVzAPI6vHUEU4ChPzfejAAHb7/4Xzth/rrbPm8R9PxUmJikgymPq94vvc6wNoDT4YKuH8muA8pUsGWfaOW1OaZgzysKXpSvKamrjGulERAUu6d6v+vp6yLKMDRs2JFyGfq3voUOHJlWfzs5OLF68WHt86KGHJlUeAKxatQput1t7vN9++0U9Z8iQIRg9erT2ePny5Rkrl4iIqJBciGbD/SZzHOuS5wCL7ztbhmCYJk8UZci6lLwqk4PBSoqfU1ZSF+5whi4l4OzrU/7t74tajugL7Emy0mtqt/p7Twfc+fUZzEUupz9gbsFAhCMB9PamuTaULY0l4TtqgfAz0r26e0nVxH0PwMlXX5+SeimvLaBcNwPLEyYtajzeWbEMD77/DgZSkI2OiIgSJyBwRrr6bSMZzTv33b4YxCKp2ORpzFiWDUaByDLam3ZiOhZACMnFcFeEsvzbkmzL118JERHFKOme2ZkzZwIAduzYgRUrViRUxjPPPANAuUk/4IADkqrP4sWLA1K17LXXXgCAzz77DOeddx7Gjh0Lu92O6upqTJ06FVdccQWWLVsWsczVq1cHPB47dmxMddEfF1xGOsslIiIqJMOR+x3tRuvI6pnWrYPY1KQcCznsenPS4ND07i578tl6qPjMG1QX9rmGccqSTG07tkUtx2hmktWsBNKY2j15Zt3gGVnXBVdRaTCjuDTcbBkqdPHMcqobPQb9Pd3aY68nNNiezOt7pOQC6T09PTju7zfh5/95EM8viX8Nd8ohQtC/RJR/1Ou7r50naO0+o0PV1O780FNh8I4ejTd378JDt/4FZ+JMzMATCZVjFrsD2kpeyYu/vfoiPlj1baqqSkREWWZOtoDjjjsO//vf/wAA1157LV599dW4zn/ggQewevVqCIKAOXPmoKamJqn66IP5paWlsNvtuPjii/HAAw8EHOd0OtHe3o5vvvkGd911Fy644ALcc889sFqtIWVu3rxZ2zabzWhoaIipLiNHjtS2N23alLFygzmdzoC11Lu6ugAAHgDJd6tQNB4PAHd8NxpeSYZXyP98WV6PFPBvsRFlGW5vnDeZHq45lghP0L8Uu1y/Rsne8J8Ir1upg+TxHyNLsrY/HRK9nsm6AFiJ3I6+MMvOOM86K/RcwZTWnykevK5lTrLXtRqbfwZpu8eNMrM/YFtSrbS3bWUVUduCsi61u3qsuk76gCTkZFsy169revrrl15JeUnUIUTHXDA3JdcGtteyf11Ty/LC+P7MGxRIl3zHOSoq0d/VGfCcG0Bvb4/2eMDthtUcmu0kFlvaHdhjVGfA/KwBr5Tw594DBNyX7u7tyclrSC7K6euajJxpp6h4Xcv+da1Y5Pt9aPD3j/qJ2e12hlyfRd/zkpyavsRErmuJYP9aEgTj67vsTvM9t0HZqbiuqcvSCr62iFxXhyXd7cDFF6P0hhuwB17BUpwdtjh9rZy6gmUgYKD8M4sX4ZqnlaD8wGPPxFfnHMC2GRFRqKQD6aeeeipuuOEGbNiwAW+88QYuu+wy3HnnnTGtS75gwQL88pe/1B5fc801yVYHra2t2nZ5eTl+8pOf4IknlC8vk8mEvfbaC4MGDcK2bduwdu1aAMp6KA899BA2bdqEN998EyZTYJpKNfCslhnrmusVunUMu7u7Q55PV7nB/vrXv+KPf/xjyP4PyywoKUmsU4XisKQ6gZPaff8Vhu/f3ZXtKmRRAoODsrPsc0F4t5zXtLjl8DVKlmXcccP9+HuY51e9uQOAMrtN1dPi1PanSyLrn5l12W/csIWdkW7E2etJ+88UH17XMinx65oF8I3ZfFVwoaq8RHumc6gyW73ZLODNKOV/7WsrdgjQjpV9TdYPHBY05OJ1N4eva8Gavjduy7v7o3fJb1/ShR1C9HuBWLG9FqcUXteadisfqpV2E5oMPlMd3a0Bj5e8/AK2jhoOT2kJoA+kiyLeLLeg2+a/r3ynxARTWXyf050dDgDAk9tqgbmt2GLxl/dcTyu2lDfGVV4A3Y+y0ipGvQaRTy5e13xBBI9LyrF2ih+va3Fiey1h+Xof2m5Wru9fefqxrtyCXlH5OQQhtI0o+25fOsTo7ceYJHRdSwT71xImw/D6vm15GyySI20vG/47JbnrWq/vPWxeuhSQZXgmToQ0ZgwAQLbZ4HRGvghu0LWHFpb6QypuQUC/6L+/f729SdvOx3ZOnyn/6kxElG5JB9ItFgvuuece/OAHP4DX68W9996L9957D7/4xS9wyCGHwOPxdwK1t7ejqakJX3zxBf773/9i4cKFkGUZgiDgxBNPxLHHHptsddDZ6e9I2LVrlxZE//GPf4zbb78dQ4YM0Z5fvnw5LrzwQixZsgQA8O677+LGG28MCTr36tYjtOvWh4vG4fA3KnoN1jRMV7nBrrnmGlx55ZXa466uLowYMQIH97hR7eU4s3TzHNINVMU3trvFNA5uIX2N0kzxeiR8/+4uTDxsCEzm4lvj1yL3Y7B3XXwndQgwf8AejHh5oHReHNbtTv6Lrcjk8jWqZdfuiM/vcdRQAEDzljasW6d81soG27T96eD1SFj8fFf0A3VsCxbA5Bu8BwAWOIHPPoMrxnaPrcyc1p8pHryuZU4qrmvrTGb0eD0Y0tGDg03+rAgrnRLeBzDY5cVR3ZHbgpYBZe5FmUfSjrWJEgYAHNjtxfiy3GtL5vJ1LdgX3zfpHvk74Cx2U9QZ6VOOHpaSOrC9lv3r2vMeCZ0Apgx4McPgM7m0ewAtQftaH3gQHpcyo2r+hT/H7i2bMOu4E1Da7caaPg/UbvZDu5xwyLa46nPolCa8v7Iek70eHNXtxuu6mWE33XRTwrOrPACe1j2ePBD9GkSKXLyuffKY8q/ZKuZMO0XF61r2r2vFIt/vQx/ashUAME02Y1K3G20uGWsBWAUh5Prs9fUfrls3JCXX7kSua4lg/1r8tCVQBQRc39X9I2bUYI/DUnvd1y+7avSdkorr2sK9pmP5zp0QnE5YvvgC5kWL0Hf99cqTomiwRnqgMS7/8jYH9vjjHRZZRpmuHT/e6T8uH9s5Xf35V2cionRLSTvviCOOwIMPPoiLLroIkiTh+++/x2WXXRZwjCzLqK2tDdkHAHPmzMGjjz6aiqpgYGAgZN8ZZ5yhBdT1pk2bhvfffx9z5szBqlWrAAC33XYbfvnLX6K62j8y0u32f4GYzbH/yvTHulyhXWHpKjeYzWaDzRbaeWIGwDFm6SeYAVjiuzkwmQRIQuHc8JvMIkyWwvl5YmWSBVjEOG8MzUJe3oDnCl7X4pfT1yjdS8gGM7jV60plXRlEkwjJK2FQfUVWrjeR1kg3rV8PQQ583rx4MQDEFkwXkDPXUF7XMi+Z65r6rhEgB5Rh9n2egvcbsfqOlWVJO1adcCHKQk5ec3P6uhZEEI2zU0j26B2+qb4usL0WhxRf19R3gQlhPu/e0AwFahAdABr3moZpBx2qPRYlf0dwx5bNqJiyV1z1GTNYGawtykp99m0chwffe1t73jUwgNI4BoKHI8ZwDSJFTl7XdGuk5+q1g9e1OLC9lpR8vQ8d1NCA/u4uWEQRFvg7iZ2SZPDzqP2K36bkZ03kupYI9q8l+XoGryVYhLTWwajsVFzXDv7xOZg4ez/878++4HnQPboILyLR3/IHfwb0Ndbnuc3H60I+1pmIKN1S9q133nnn4cMPP8To0aMhy7L2H6CkBBIEIWC/LMsQRREXX3wxPvjgg4BZ1sko1a1BCiizt++6666wx5eXl+OOO+7QHvf29mprvqtKSvypMI0C9eHojw2uVzrLJSIiKjhBA8LKBvm/Q0vK7Tj5/w7Djy49BDMOnZTpmkUnh97wCwDEluD5heFOL5yOH8qsKWWVAAzegurAFIP3ZjB16SFJd6y6RrpXSv+6loXP/zuUdduisz8blaEsC/eJLK2sinhe8PNjZ+2tbXe2NMddD/WdqL4nz5t3CJb/5ba4y4kmhksQERGlkdliBeCf6KTX4Q6euKPmOuG9SbGwIPa+6nxgMpsxfOJkiEFLuqoaSxdHKcHfVpeCPjPNXfFlrSMiovyS0tbPAQccgDVr1uDJJ5/Esccei6qqqpCgOgA0Njbi5z//OVauXIl7770XVqs1ZXUoKysLeHz00UejpibyGiqHH3446urqtMcLFy4MW2Z/f+ydWn19fWHrlc5yiYiICsX0MPtP+MWhAY9tDisqqksTWr88FSLNSA9HtsQ21ruloyrusokAaJ8HOSg8pwXJYnjbir4ygjuLAKCzj/MVkhbub8AAY1GRfH/vtX3Ga95P3O8ADBk7PubyrHYHGqfPSrg+RmNtGuvqEy4vHEmOnEKViIgyxHe9H2Tx98/u1mU+UajZUYyDkFR43IJx9pl8H0obrs9g3z0HRTwv+J5Kr76yMqk6ERFRbkt55iaTyYTTTjsNp512GgBg27ZtaG1tRW9vLyorK1FfXx+S4j2VgsueOXNm1HMEQcCMGTPw1ltvAQA2bNgQtsyenh709PTEFMDetWuXtm0UzE9XuURERIWiOvohGafO0NWLGEgPE62UBw+O+lp9fQ54OSOdEqRmDQ8OVQm+97AcQxBLC6TrUkXv7lYyRCQygIQCybK+I08/Oz2yU399RFrqQ9nh8X0Wy03Gg1MsVhvOuOEv2Ll+LZ684dqA5wRRNOzRVpcNGOjpibs+6mc7HTPGu3QztjgjnYgou4IHXYqCgKE2B3Y4+w1Wi1bTXjOQXjzyPWQeRphAuhDHzxvYhiciokKX9p7Z4cOHY9q0adh///0xZcqUtAbRAWDy5MkBj2MNNOuPa29vD3hu4sSJAY+3bNkSU5lbt27VtidNCk01m65yiYiICs1inJPtKmiMAumJkGMsJ8wSykRRiQg/mzzmMnxrSq7ZtVPbN36IMmuWqd1TIf7fYfXubbA5UpfRi7JvlCO25boaxo7H6X+4SXtcN2oMDjrjHIhiaFDD6ct41rRpfdz1CU7tnkput1vbNkolTEREGWSQgsT/HRB8jVZnpKd8ThblAa+3sLPISDHEK/TtFuN8X0REVKgKborTlClTAh47ncGpiIzp1x232wNT1wQH55ctWxa1PLfbjW+//TZsGeksl4iIqHBUZLsCMbHbw68fJ4QJFIhNTdp2V9+Y8OeLDDRQYvwdocFPxL5GutOjBL0GlfoDfWbfe9IjFdytRMYl8ulu+MGBKa8H5Yavu9ujHqNPR7rfiadi5pHHGh5XUq58fzrKyuOuR6ZWSYmUIpWIiNJPm5GuD6SHbSZyRnrRCdMeyNZyaunk3n9/QBBQ4VgS9hiXh8taEREVq4Lr/RoxYgQaGxu1xxs3bozpvE2bNmnb9fWB6781NjZi+PDh2uNPPvkkanlfffVVwLrn8+bNCzkmXeUSEREVAqVDZ2q2qxETtzv0pnrnxwNw3Htv2HNMa9fC9vzzuPfen2N722GGx8iykLGABhWecOubq2kLY5kNWuYbYFrhKNH2mXyBdM5IT54+u75+9q8shZ/1I1rYiVdo7LoMJe4If3sAKKnwr8Hp7OsNe1ztiJEAkpv1He7U+957K4kydbO5GEcvCPwmIMpnRjPS1XTvwdQZ6SPSXSmitFLb2YIsw7x8ubJTWyonfONEn849sH3FBg0RUaFLSyB9/fr1uO2223D66adj1qxZGDt2LIYPH4499tgDBx98MK688ko8//zzAWndUumEE07Qtt95552oxzc1NWHFihXa4zlz5oQc88Mf/lDbfuaZZ+ByuSKW+cQTT2jbU6ZMwdixYw2PS1e5REREhUGZ8SCac7ubtq+vJGTfi5/+BGJzc9hzBACfrZiP5uY6iKIFNkdocKy0tA+dbV2hJxPFQE3tvqy7I/AJrc80eqePPxjvD+4xkJ464f4Gkf42HFxTeKaWV2nbUpTO2MrBddp2zbDhYY/TZhlGCcwbnuurg74mNos/le8/33kj7jJVgWlR2fFcEPhnJMpb2uxz3T61ozj8NbozjTUiSj99W0RUJ9YJAgQIEITwX2oWs355mvBlEhFR4UlpIP3bb7/F4YcfjgkTJuCqq67CM888g2XLlmHTpk3YsWMHvv/+e3z88ce48847ccopp2Do0KH461//Co/HE73wOJx//vna+qWrVq3Cyy+/HPH4W2+9NaAOP/rRj0KOOe+887Tt3bt344EHHghb3rZt2/Df//7X8NxMlUtERFRIxuzl1barh+Reunf96HSVJEdOe/gGbsJr+BsAYNO6TWGPKy0bmlTdqHhVmP2DM/SzXAXfuuexTAdV10iXJP+xDKSni36WS2zHUWEwxfk3vfieh3DOX29H/Zjwg6rVz3kiHbv+tL7+eplEE17+1W/jLisSdjoXBoMmEBHlC8M10tVBlMEHq9kxC3utbIou71O769sfIZm7ZAjwwoK+BAouS65eRESUs1IWSL/77rsxa9YsvP/++5BlOeQ/ACGPW1tb8fvf/x577703du7cmaqqYMqUKTjrrLO0xxdeeGHAjHO9p556CnfccYf2+Mgjj8SsWbNCjttnn30CZo9fe+21+PTTT0OO6+rqwhlnnIHu7m4AQENDAy699NKwdU1XuURERIVErLVr28dcODeLNTHuOCgv7w7Z53TZIpbzEX4FCWYArfj8/RPCHldeGT51L1EkU8r8g07u3rJW2zaafRSOUXp4BtJTJ3iysFRdDVkUUVoemuVCle99l5S8kopK1A6PklpXjH0Jh2Dh1scdUlkVd1mRuFI8oJ6IiOJjtNyPv50Y/P2hNloKbpVQCqdAG52yUSBdEHyz0mX8H2bgLyiFHR1hzwscaCKgZ+BIAN0A/pT/Aw2IiCiEOfoh0d1zzz345S9/CcDfuVxdXY3DDjsMU6ZMQU1NDWw2G7q7u7Fx40YsWrQIixYtAqB8Ca1YsQLz5s3DkiVLUFlZGfZ14vH3v/8dH3/8MTZu3IiWlhbMnj0bF154IY444ggMGjQIW7duxTPPPIMXX3xRO6e2thYPPvhg2DLvvPNOfP7552hpaUFPTw/mz5+PCy64AEcccQTKysqwYsUK3H333dq67KIo4oEHHoDD4YhY13SVS0REVDB096K5eGPa0LALgJJdRhAE/O9/B0OOMCN9J/aCFzYAfQAGI1JIUxQ5Y48SIwgCRtpLsGWgD71eD7yyDJOvkwhAbDPSxfCp3T3e3Pss5hv9jF/b2Cr0n305zMuWodwS/jZt+7pmTJ03IRPVozyW6tTuqaLvhP7vxx/iuhNOScOrEBFRTAyacuqu0O8A9fskctYtKhxCde5lgksbQYAsSSh39KCh7xsAwFh8hJUIzVprpKnrb76t3wM4Iz11JCKirEk6kL5u3Tr85je/0W7U6+vrccstt+DHP/4xzObwxW/atAm/+93v8OSTT0IQBGzYsAG/+tWv8NBDDyVbJQBAXV0dXn/9dRx55JHYsmULnE4n7rnnHtxzzz2Gxw8dOhSvvPIKRo4cGbbM0aNH48UXX8Rxxx2HtrY2OJ1O3Hvvvbj33ntDjjWZTLjzzjtx3HHHRa1rusolIiIqNGP2HJbtKkS0cuVKfPDBBwCORWmE2RovQ82GU4JooQrRxEA6Je6soaPwlw2rAQDNrgE02ByGs4/CUVO7N3X618NUA+hNXZGzLlB0sm46S/kByjIOnunTgb62sOe07uDapBSdP7V7AoF0XxTli7U1qawSgMDrzhjdeu9ERJR52qAr/ZrRvn2ekO8PdaktzkgvFnKbP+uaFJrrP2/VDB+B1m1blQf6975JxO1nbsfGu3xPBY000d86Bf46ZEhSeXoqS0REOSHp1s99992HgYEBAEBjYyMWL16Ms88+O2IQHVCCx0888QRuvvlmLd37Y489hra28J1G8Zo0aRK++eYb/PznP0dZmfE6JXa7HZdccgmWLl2KmTNnRi1z//33x4oVK3DSSSeF/Rlnz56Njz/+OK7U6+kql4iIKL/NUP4ptUQ+LAfJYZpZi3A+NuLA0OPD9E2I7KuiJJgE/xvo0/bdyoY21Sh6h5jF5J91JPlmtm5oKQUAVJW4U1PJIuZ26z7gMU7wn37IxPRUhnJCpzs1nyvR9+UhJ9Dx7UtEgQ9Wpz7QzXXRiYhySWiWIpevvdcTsvwGU7sXnTBtU0FMfVaqjg6l337rtuqUlx3s+P+7GqLvHkf9SbzjxmGgtAwn7FOqHRccSA/fWBdgNqVuyVoiIso9Sc9If/PNN7Xthx9+GMOGxTdT7KqrrsJbb72FDz74AB6PB++++y5OPfXUZKulqaiowL333otbb70VH330ETZv3oy2tjZUVVVh3LhxmDt3btwp0ocNG4Znn30WLS0tWLhwIbZt2waXy4WhQ4din332wYQJiaVaTFe5RERE+aijzQygFgDgMllhBTDQ58pqnaIpr1QH7slhA+nP4iHdc+9p+10DxsETpnanZDlEE/olL5pcyuBXbaZqDImb6yr8yy55JC+sooipIzrx4eq6WOLwFIVzwH87JuhnfkXon3SUMRNAoRF1S5Ys6WrDMYOHJl+owSzDWP14/y24863xEAXjc7e2tuKDVd/ikD32TKqKRESUZQbtDacvkO4wBaZwv2T+Ebj3PUBgIL2gyV5v9IPSYO9jJuGNx7fh1EvHpP21KuvqccUjT6GvsxP/vPMWbf+3+++LE4KOrcUaHIRb8RF+E3DvpF+eiYiICl/SgfQtW7Yo6y+OHIl58+YlVMY555zjS4MKbN26NdkqGSopKcHRRx+d0jIHDx6Mk046KaVlprNcIiKifOIc8HfeePuVm9bq+txep+2IEw7Byy++AsAGEcadEIEj238StUyBfVWUpMNrh+Dl5u0wq8G68ItfhjDpUiJ4fR2r/tPZgZQsm90/OChw8E343+3Kz9Zj7LQRaawVZZooCBjtKMWm/l5IKRqhos4W27RiGZ77259x1E8vRWnVoJjOHVHdZ7i/ttz/HfyXl55LKJDOGelERLnDKLV7tcWqDb7UG11X69vizUkh2/L4G9q2kMDyMInab/4Q7Dd/SMZeDwAEkwjT+vUQ16+HNHYsAGAgYCCBgJPwM4zDh6jBBsjymdozsQxIJiKiwpF068diUVKtjhmT+Igx/blqeURERERC0A2qozy3Z2L6Q1/jED5KqR61GMCWiOUtXDgXJlPmOjCoMA0yK+3rZpcTAHRrpEd/bxkG0kOzgFKCJCn+wQg9HcZBTspvox1KKtFUfawqa5W07M6+Xmz+Zjk2fbM86TJH1Q7G5UceAwBwhaT8jQ0D6YWEg6mI8l/4Rt32gf6Ax2qWEhlmSLw9KVh9m3do2+EyrAlCgVz/ZUCQJNgXLNB26QeRyBAwDh8CAMbjPSBgRnqmKklERLkg6UD6iBEjIMsyOjs7Ey5Df+6IEZxdQUREREpauaNwXbarESJSx0FJibqm2r3oR7T13eZEfPbBBy/EBx8czDXSKWlmX1oDh+jL8qDNPorhXFNoIP39VUqA7ot1NSmsZXEKN5YhUvekaOJFoZAt6+7Q1qdNxpjpM3HmjTfD5BuovuzdN6OcEZu5E/cI2be9rRXtvT1xl9XR15uKKhERUYK0wZG6fe1uJVuOLegmRL8sNtuAhctcXuJ/UCDx8nBspcrPKni9ELq7AQBre7vDHt/eqxvMykg6EVFRSboX5phjlBHp33zzDZqbmxMq45133gEA2Gw2HHLIIclWiYiIiAqAt7Vd2+4VBmexJrHrblVvrm+GhPFYjNKA59fhYN/WUQDCB0pefvkH2LFjGGRZRNDyhERxs/sCr/2SkqpQHQzidbvCnqPSz0jvdwUef88741JVxaKl74ML6I+LMGDHUZrbmTkoMcNtDm271e1MujxBEFA/Ziy8bjcAoGnD+qTLNPLPt9/AyF9ejCGXXogVWzZHPV4/I33ppo1Yu2tnWupFRESxCJ2RPqG0XNkVdKTD6v9uau2xprtilGMKMaOMKJpQWVcPAJB99zyegHd+YHv8yc8/0bZD10gvvN8PERH5JR1I/+lPfwqHwwGv14tf/epXcZ+/cuVKPPTQQxAEAWeeeSaqqqqSrRIREREVmHZxdLarEJPZx+yJ2x/9k+/RJvwPpfgGJ6IDw3AvfocHcBuAb6GkdY8NZ6RTsky6TiBJlrWOsNbt26KfK/pHcvS5ogfeKT76icdWxDY79+DT9klTbSibxpSU+bNG5AgppJM41NJNGwAAHq8XK7dvjXp8cEf8qhiuQ0RElB7aGum6IKB65Q8OC6qp3QFga2sJqPCJ9f4Ma15vYQaKLTZlgKrlq69CnhMiDHzX63MmPwCSiIhyW9Jds2PGjMEDDzwAWZaxYMECnH/++ejq6orp3Pfffx/z58/HwMAApkyZgjvvvDPZ6hAREVGB8cCCQYPaox+YITZb+Nmgg4cNwo/OPBrX/ePXvj1ePIrncBO2YSNGApgFYC8AbRFfQxT9N+0mizfpOlNxKzWbtW2XJEHyzUyvGR7bkkqVJUpnqcfL92Kq6WOKLsQ207yytixNtaFss8Sx7EKsGqfPAgCYrbHPHjSb/BXY1uaIcCQVt8IMqhAVFYOouej7LpKCvoz0y1ut3F6R7ppRDhCsZuzcarB0i1g4138p6P6m25fJBwC8CG476QYn6/aWROgfICKiwpCSOU5nnXUWXnnlFdTU1ODRRx/FuHHjcOWVV+Ltt9/Gjh074HQ6Icsyurq6sHz5cvzrX//CYYcdhsMPPxwtLS047bTT8Mknn6CkhCMaiYiISKHvu6mtVQLpHlf2A3mR1kgPpa9v5PMWLVqkbU+e/J22PWxUYkvnEKn0M9I7PW7YHEqbW45xHWaLb30Bt0EgfcDFlAnJCBswLfA1KclYfN8vsWmcoQTSR+05LeZzasv92Seau4w7hz9b+z0A4NWv/TO4Ykn7umvXrpjrQflB4AWLKG+pn1/99Vv9RAe3EvXfUXMntqS5ZpQrdmzpi35QHqseOgwAIPuC4Z0efyD9zH2+Djo60vcdvwuJiAqZOfohgCmOxTllWcbu3btx5513Rp1hLssyBEHA//73P/zvf/+DIAjweDwxvxYREREVh0GDLejt6EdFTWn0g3OAvzNKH3iM3J766KOPMHv2bABAR0eV/ywTb8opOfqOzy0Dvaj3rRcQayDd7Es3bTQjvddpht3KlO+JkiXd57twJvdQkuRUvhkSDM4PG9SH7e2hA929vuuGWsPWnu64yr3vvvsSqg8REaWBEDolXRRCg+u+gzNTJ8qqzY+8Apx8tvY4xtuFvNU4fRbWLVkEoVdZYqnMZIKaZ7fEET6bT6TfCweYEREVnpimkKiNJ9m3pmK4/wClo07QNbrCHaceq3+NWEawExERUfGxWJU2gjXCzWwm1TRURnze5VQDi/oBgqMintPb24vXXnsNmze34fXXj9H2p2OGIhWfCrMFgNKxI/oC6VKsM9LNSiC9e6A/5Dm3l+/PZBR65yTFJ9y6tKmRmlKnDB8OAKhiNrmix0ABUQEw+OJRd20bCJ6J7O9Clvn5L1hd364PeCxJoe2Hgro99f0wQo+Swl7/086d1Bl8sLZ1wI3Xhi0ypQMiiYgoJ8ScizGWIHe4gHm04xhAJyIiokKyae1W35ZTt3d+1PMWL16M//xnEbxe/+x1BtIpFYbZlHWOZcgQfIH09p07Yjp3a2srAKDHORDynNvL1O7JkBlIJx31av/m7p2pK9P3HbJ+6ZKUlGcSw3/mE7mt93I0CRFR1qgDYjpbmrR9/b4MROW+QZgamW2+YuA69NDAHQaB9EIScqeta8zYrcFtlCd0278NPlHb6nOVAvgCwOVJ14+IiHJDTKndN27cmO56EBERERWM0y44Hv97+EUEri4Y6/rugZ0VjKNTKugnHIm+VO32srKYzp0wpAFrdu00nJHi8rBTNRnh+iZlr3FwcfbRe6axNpRtpWYz2j1uNBkMWkmUyaIEQuxl5SkrM5VOuetWfPHHv2KfxnHZrgoRUdFp3a4M/i2tGqTtG2y1AwgNMPa7/bNzG6pS9z1FucU9b17AY4/H11gt1ElwCd9sX6ZtBf9mPl97NIB9ff89m2D5RESUS2IKpI8aFTkVKRERERH5Td/XKNgVa+dD4HFihNl/RLFS+4hkGbCVKimZ5RhnmNSUlQPYCZdHWarg0D2a8f6qOgBAz0BMtxMURkCfpG67e9UGYO/qkONtObK8BaXHyfUj8I/NayBByeKWiowkdaPGAEi8nziefvNYUpkOHToUO3YEZsP4bM33DKQTEWVB3agxaNmyOeBLItz3xYiaQQA2AxgFk1igQVUKoWZPinVJqHyXyHgBOeh34/awvU5EVGjYM0tEREQUp8SWpYn1nG9026dxSjqlhJq6U5/aXZJiy5JgNSvB8gG3GwDw2m8+1p6TZL4/k9HbFbruPICwvXiVtbFlEaD8ZBb068+mhn4QTTw8klKX91bWRzzObDJFfD7YhAkTAAB///E5+MGMWfFVioiIUkv9ktANrjRYNh0AIAoigF7l8OKIqRKMB96KBXx/utvj8j+I8ecMHvhut4Rp3xMRUd5iIJ2IiIhyUqyzZbPBUWZP4KxYe5z6oXRhCQD+xzXSKSX07yI1tXvw7IlwJF8Ebl2Tsm6z1SxjzOAeAICTqd2TYnfEdy1JbBAP5QuT7oPqllMVpQgXEomsrcfqO1vGjnY77nhjPD5dU6M9397bC0mS4PF6ded0Ry3366+/1rbL7Y646kRERKml3mfoM4r4B18GHwuo9zMcSFk8cviWPCVMvgHD8LVnOr0eyNYkZ5QLgb+0FVs245WlS5Irk4iIsoo9X0RERERx2u8H0zBu+og4z7Il9FqMo1MqBK6RrtwCxBpIb+rsAABUlZRq+2wW5dxeJ1O7JyOwc1L3YQ8TMDdb+fsuZCbdjPQt/X0pKVMNkgz09OCTZxagv7srpvPO2H+Ltn3Vk1Px6wXTMO9Ph8Bm8ncuL/j8k4BzPv5+dcQyW7o60dmprLHrSLaTmoiIkmeQtsS/K7AtIkky1EB6U2f0gVNUGHJ5cHsqjJk2AwBgXrNG2+c67DDIggBzipYwmPG7X+P4O27BVxvXp6Q8IiLKPAbSiYiIiOJktVuw33HTIh5TVV0ZtCex2YWckU6poL6Pvu5q16V2j+09OXNMIwDAqzu+o9cCAFi+Ofh9TvHQZ9cXLJFTZO99xB6oqC6NeAzlN5Pueu9K1Yx03VfIopdfwFdvvhrX6R9/X4vtbf6Z48Nr6rTtjc1NAcfWlJVHLKt7YEDbPm3O/nHVg4iIUk8baCkb7As6dvyQBqj3M81dPWmuGeUKySiQXkD3p7aSUuz7o5Mg9PfDOuAEAHhmz4Y0YgQc1tjbYh7v0KjHfLN1S9RjiIgoN6V8SsNHH32ETz/9FKtXr0ZHRwf6+vpiTkEoCALee++9VFeJiIiIKC0sNjPcTg8A4Ac/mxfw3F8e/D0uOfk3AD4DsD+AP4ScL4pizMFMomSoAbpWt0vr/JIlCbIsRx2sYfIF3vWB9F2dSmCtuSuRZQ5Ipb9Nkl2R16yfvG9jmmtDuWCUvQSbB1IzGx3wp+hVdbe2xnReqy+1+2vLQjuGZzeOw6IN6+Jed11VZrejOkrQnYiIMkAIDZuHS+1uNokAlLZKz4AdgCft1aPs83p97f9CXl7I9zGY+N0afDN9LwCAbLfHtaSSKLbDKzVEPEYq5N8hEVGBS1kg/emnn8bVV1+NrVu3JnR+LJ14RERERLmkpNyOTqcyI2NQXUXAcw0j6n1bx0AJpL+Nfz59M35x2m+1Y8ZOGo21qzbgol+fjY3fb8a7rywMeY1hoyLfkBPF4qBBdVja1Q4A6NF1jcqyBEGIPBPa7FtTfcXWzdq+E/fZhucXD4fdEjn4S5Hpx9GIYr//ATvaipYWwEjVWyDBe+wfzdqBV7+OPrtKcTiAB/D8Yi/+eNJq1Fc643qtF5Z8iV8edWzcdaRs871J2Y1DlLd2+9p2G5d/jTnHnwxAPyPd6ItoknIMP/dFQyqCpr7a9irv7sZQkxk7vB64jjgi5kC6DEAQBqIe5+UAeiKivJWS1O7XXXcdzjjjDGzduhWyLCf0HxEREVEh8Q8Q7ATwBgAvxu0ROKO0v0+54Z6013jc9/ythuVMnjYhfZWkolFm1o2fNfkD515P9NlE65p2AgDqK/xp3IdWKUFfSWZPajJk7fe3LqYOOCoCqf5IJVheud0dx9EnARiD1p5x+GRNbcxntfYoa+xazSlPlEeZxO4cory1c91a37/+9aHVr43gjN4NlYMArAYAdPQxtXuxkH0z0iVvAbf51Wxdsgy7oIRK5Npa9Cf4BSeEOY8z0omI8lfSd6zvvvsubrrpJn+BZjMOPfRQ7LvvvhgyZAhKSkqSfQkiIiIqRr4bTVkU0NHcneXKGIv3Xjg4+44aSDeZTRBFEZf+7gLcc9PDqaoeUQCbKMIpSRAE3Vhao3UPg+w7dgI+XfN9wPvXl+0dnkLuVMuANStH+baWZrUelDsizwRMpLz0fUZ393Qldf6ZB8zD298sZ2Y6IqJc4rskN7kCB/iV2u0AlHuyW197BTedciLMpshZjSj/yS5XyD6TqbC+t9V2iCRJONJWhvs8bQCAl8psiHURq8DgufHvh0u6ERHlr6QD6f/85z8BKF86e+21F5599lmMGzcu6YoRERFRcVPje54fHJPdiiTI4w6d6RscLHC7lBl/Jl8n1JU3/pyBdEob7d2nex9KcnIdOp+trUnq/GJXXqkOEhriH50AwOSwBaw8WlLOteiLRehqtUmWJwYmoUtF0Nrjy/N6zztv+vbM8z/n8eDlpYthMZlRbrdjV2cHjtxrOrr6+/Da0iUAAK90ABZ8NgKdvZXBRRMRUZaViEpXsVUwSmKq5vk2YVdnB4ZXsx1Y6KS+/ugH5Tk1U+63H76HfY79EcxffQXPrFkJl9fdb/w7a+thJgcionyVdCD9yy+/BACIoogXXngBY8aMSbpSRERERCppoj+1eVVdeRZrYiR8qGPspNEh+4LjF/5Aur+jyu6wYaA/vvVliWLjewOK/jeinODMiNYeKwBgbD07hJKiXULeg1hWpu32jhoVcFjN0KqMVYkKS0XtYEw+YC5Wf/oxAKB1x7akytvVaYcrYEmIWQAma4/ueut1fLH+bwHnXHr4Ufhi3Rp8tXEDgKnod72Ls+8DxtbXAfhzUvWhLCqsCYlERWnsrH2w/qvFqBvt78t1+Ab4Gt/l+APpnF1bHCTD7FWF9QXgdbsDti0ffADPrFmI9R3u9ZYFrH9eZrcZHldisyZTTSIiyqKk10hva2uDIAiYNm0ag+hERESUerr7dLMlt9IH1o2sBgCUVjlCnquoCg36B88EdDmVm3ZRF0i/7b83prKKRBr13ad/H8oxpHZXrdm1Q9ueMkxJ6SxzjfSk6JeHkLo6tW1P5aDgIzNTIco6NRV7ymakCwKOvvhyzDr6BwCApg3r0dvZkXB5rd1W/PGk03V7hgY8v7GlOeScnR3t2NWhvOawYfto+zt7KxKuB+USXp+I8tXQcRMBALXDRxo8G/rZtpnVexaRn/wiIXkL/y8944ijte33H30YglcZMCILAuQYMvl45RJtVjuA0NHzRESU95IOpA8apHTyVFYyLRsREREVl+kHT8Ie+zXioJP3jun4sorSgMde3026Sbe+4PgpY7XtvQ+cnnwliXyMUrvHMiO9rVeZdd6uS0coCkpnkVz4fWtpJhtsESHlb4jph/s7iV19fXGd+8eTVqKhyp+m9NjpM3XPxtdZfMwx+blcCxFRQTK4hEdaYkQQ1L2mwMAhFQSjv6l6r1DIf++yQdXa9rbvVgFer/bYO3Fi1POtppaA+3m313jmuVtXLhER5ZekA+mzZs2CLMvYvHlzKupDRERElDccZTbMOmwP1DQYDyhc8P4D2rbdYcPgIbUoKy8NOa670x+gHDtpNK66+TLse9BM3LngL6mvNBUtf/xc0B7Eskb6xAZlxmllqf+9q5ZVuF1qmVHInZKUGP/nNLXvjcrBdbCVhH7/JCIwu0pgl0Jrz3UAFgKYE3N5X65bi9nXX4273notJfUjIqLYaFlQYmyPCIIaCJzANkyRiCd7VcHQLWHjPP30CAeqAkekhPto2MyWJCpFRETZlHQg/ZxzzgEAbNy4EcuWLUu2OCIiIqJAeZwarXGif53jo048NOxxZos54PHPfnMuFrz/IIYMq0tb3agY+VNGi6JyGxDLjPSaMmWZAv0aieqnUmJq99SJ0E/Jvurik+0/ud3ivzbUljsDngv8Wg68Bnik0QDmAjg/6muos7e6B/rx1cYN+OvLLyRWWSIiSowQOv880ox0j1dd0tOF7oGBNFaMssJwRrqyz3it9MIxas+p2rYgSbC++KL2WDZFXl5Okq3Qf2KsZv+a6xxwQkRUGJIOpJ966qmYO3cuZFnGxRdfjL4408QRERERFSrR4Kbb6Gb6kGMPzER1qMjpO0bVGaWxBNK1Y/WdrEztnhLq728Q2lESw9+CCp/6OX2lZUdWO1+njuzUts/cf0vAcwKMZqR7ARyBcvtTvseRO50BwG6xYMmf/oZ7z/+pUgI/A/mF13+ivBdxvLLBZ9xmWerb8kLM48HOFDujGemiqfD+9iWVVQGPzStWaNtSXeTB7aLgjPg8ERHlv6QD6YIg4Pnnn8e0adOwaNEizJs3D0uWLElF3YiIiKiIaaPe87iTxmTyN7UkbTR/aKCgpNSRsTpR8fIH0mUI6oz0GAJ1akepfiaKqKZ254z05Ph+/8fi3SxXhHLFEJv/+yBXwsqCIGNnh1Kvxz4dpUvtvicAZR3QCscyAO8Awvch53+9aSO2t7eF7N+8uxTTRo7BvImT01Nxyow8bqcRkSKgOSj4MxgFEwWXelC6q0TZYHBf0NfjMTiw8AQPgBd09+zugw+Oer4QZnQZZ6QTERUGc/RDoqupqcFnn32Gq666Cvfddx/23XdfTJkyBXPmzEFdXR2sVmvMZV1//fWpqBIRERFR1pl0N+RbNmwDAPT3BaZBXNX7aUbrRAT4O3U8LleUI6PMSE9D3YqRGOU3WVrJwTbFYk5lDT5ub0nra8hJfHLveGMCbj7tGwBXArhN29/VPwsA0N3fH3LOxpZmbVsQAsfy3/zKJJyw97aE60NERMnQRkYG74FRK8/tUduNEyEIu9JZMcoCrzd0CJ/ZbDBoogAHUO057xCsXPhBwD6Hx4t+swneiROjtpxk2X/fr//tJNPmIiKi3JGSQDoA7Ny5E93d3RAEAZIk4dtvv8XKlSvjLoeBdCIiIgqQxzfqJrP/hnrcZGVNwRFjhmHrxu3afpvdlvF6UXESdJ8lr1tduy+OGen6TtbQfldKgAwZE/EGhqIp4nF7HjAuQzWiQuZxKwGQpW++hsN86dRjdfDkZny4WkltOuAWAVwbcsyUYSPQ1FWB3d3hyxk8eHDA4w3NpXHVg4iIUsdosKTKqInX71bbkj+G031X+ipGOUOWfcH1Am/zD5s4GT+84iq8/I+/afumbd2BL8aMUB6IYsRUQTLsxvsL/PdGRFQskk7tDgAfffQRZsyYgcceewySJPkbYrIc139EREREhcRitWjbbz73PgDg36/dma3qUJHTUrvLgKO8QtuORvTNINUvS6CWJTG1e1LKejfhQhyDGrSHPaZ8UAlKyo0756jw6Nec7fG4IxwZP3UAzYr330F3W2tc577660+C9oSOyV9x8+248ujjAADnzzsUb171+5BjRDElXRBERJQKRpONI55QoW2ta6pOdW0oywz75nNlnZkMGDdrn4DHK55+IuZzBaHHv13oow6IiIpQ0jPS169fj2OOOQb9uhRuFRUVmDZtGoYMGYKSkpJkX4KIiIgoL1ks/qaWc8AJAGicOBpjJ43G+u82ZalWVKwC1kjXBr5G7x0zSgohir7U7uwnSopp95qox3g83gzUhHKFVRdodsbw+YzH6X+4CU/98XcAgIHeHpRX18R0niwLiHcq2n8WjsGUYaNC9r/2WmPYc7r6+3Da3bfjiqOOxX7jJ8b1ekRElLiWzZtC9kW76jd3lQEojvWzi4Ukhf7VJTb2YyAgcFEE3TZ/f0REBSHpQPrNN9+M/v5+CIKAiooK3HXXXTj99NNhsViin0xEREQUTR6ndtcTdeulG60/R5QpHlnWR9WjijQjXeaM9KS4vdF/fwM90dexp8JSIprQJ6V+AMXQcRNQUlmJvs7OtKVorS13atu/fvJCABfpnrVh6dL6kHOqy8ogCgLcXi+eXfQ5BtwuvHTlb9NTQSIi0vT3KGtx2EvLtH2RWiZmUYTH1xw0McFIwWl+47OQfbJXaTAYBdkL0Zl/ugVPXHd1UmXouy/0yyYUSLcGEVFRSrrZ884772jbzz//PM4++2wG0YmIiCh1CuSO06TrbZK8nGFKmdfhSxPtkWUIvuB4PDPS5YB9yqOPv69NaR2LTUvz1KjHiKbCuAZSbojns5+Isw/cHOFZk+He+soqfPC7P+K8eYcAAFweznAkIsqEQfUNAACz1arbG342rcXs7+8tkFs00ll06lWhOw1mVAsFPIiifnQjxgaleE8GJ6QTERWGpL/6du3aBUEQMHbsWBxyyCGpqBMRERERIAPeUaOAAhmgJ+oD6UUyop9yS5Wv81PQ/g8Jz0jv6FM6XMcP6TE8h2Jjc/RGPcZkNg4+EiUkjs9+OG6viHDJ7azm4IJHA7CFLaujz4KNzSWYNnIvHDx5CgBgwF3Hjud8wCgaUd5TM2bpA+YO3T1Ltzd4YJP/OV4BCo/boF9fLsL7ViHO7zc5zk9D78BAXMcTEVH2JR1IHzRoEABg5MiRSVeGiIiISM87yr++qqPMBrMlfwNKJl1q99sevRE2uw1/uOs3WawRFRub6OssRXyzUkVR0M5TjR+ipAL9dA1npCdDjnA7NmSM8rvda+74TFWHioAA9fMcuWNcFMI/P/v6+QBKY3zFjQDWALBor633wpLhGPerYzDssh+gvbcCwAIs/O5tXP3UXjGWT0REiVPTDvmv+aYI041l2T9z3SQyw1ahcc+bF7JPUu8VimiEm1Eg3TM1ehYpI8FZHV5euhgVF52Nm158LqHyiIgoO5IOpI8dOxayLKO1tTUV9SEiIiIC4Lvp9N3ENk4djpOuOCzu0eG5RJ/afe8DpuObroU459LTslgjKjb+dc1lf7r2GPrE1OCXpAu6V5UoaeLrKjijIhkyAG99PaSKioD9JVYBh581Bz/+7dHYY05jdipHWbeutwfNrhR/xnwf/mgzzIZX9+MHM3bgpH22odzhgcMqYf6UJgDAhuaykON/cfjaCKWNBDAY1xx/srZndmNbwBG9TjN2ddQD+DEA4J53xkX/WYiIKClGy/cAgCnMDNsBN5feKDZpWgkmx/ne/7qZ497GxoiDDA3PR+jAxZ89/AAA4PrnnkqqhkRElFlJB9JPO03pAP7222/R1NSUdIWIiIiIgpktprwOogPA+CmBwTD9DHWiTBAF/cxy33YsM9LV83T9QCNr+gAALk8BL5KYAY5yDwZ+/nP0X3ll4BO+X3Y+Z+GgxKmfuffamvDwtg1wSamb9ef/Lo3cGSwIwEtXfob/Xf6Ftu/ZX34e9vg7z1luuN9sUq4xW+58AL869kfa/id/8YXh8aoizCRLRJR5YUZWen3fET2ewMB5qc2/rIeZM9KLQjEG0gVfNi4BgOW99wAAcm0t3I8+h0sPXxd6fFCbKvhxwHP53aVBRFS0ku75Ou+889DY2AhJknDVVVelok5ERERECvVOM49vOF9c9BhOOPtY3Pbon7JdFSpy+vCZEG4KktF5QuiMdKtZ2WYgPTmVg52G+4PTQFJxOaS6DmMcSup0jyxjQEpdL7agDYzJ/HvM5Y39esHPABFR5oS75nqD9gtCv7ZdWcKsREWhCCPpHqcrZJ/QrSxrVVsW2nbv7O+Hx2s8sET/ERJ8/yMiovyTdM9XeXk5nnvuOdTU1ODxxx/HxRdfjP7+/ugnEhEREUUj+EeD56u9Zk3GrY/8EQ3D67NdFSpy6udIgqwLpsU+I33ppo3aPjWQ3ucyG55DMfKGSZHKIGJRm14xCGcNHZ38zXokaXyLHT1tJwDg9P22BOz/9PtabdtsCq2AzWLRtt1hOqSJiCh11KDervWBy3PUWJS10IPTUktStbbtZVOlODiVPn7ZWzwB9e1rv9O2hZ4ebVuWZTRsvgV745GYy+LAQCKiwpB0z9fChQsBALfffjuuuOIK/Otf/8Lzzz+P008/Hfvuuy/q6+thtVpjLm/evHnJVomIiIgKhTYjPZ9D6US5QdCnaI9jRrrTo6yHPrRqkLavxOoPcvW7RDisxdO5lkpeyfg+SbTFfv9Ehe/JnZthE004tLoOI30z1RMVzyCaRD3wk6/wzJcj8OP9t+DZRcO1/foMFlZT6OvvPaYxZB8REaWPx9fGc5RXBOxXA+zBzUSzaZe2XYQTlYuSLISGDvJ9ybVohk2YhA1ffxWyf9t3q9C99DGchsewBOfFVFbwYJRC/90RERWqpAPpBx98cMCXgCzL2L17N+655x7cc889cZUlCAI8njCzMoiIiKioSF4Zbt8Au9YdHdmtDFEB8Kd2j29G+rBByuwjfZu/xOZvszvdJgbSExQwSUX3++3t4z0RARVmCzo8bjS7lDSiX3e1Jx1Ij2cQTaKGVQ/giqPXhuz3eJXXPnBii+F5gkFnPRERpU/VYCVjVk97W8B+/XJAeqLQpW3LeZ0zjGIlGy0vU+B/+gNOOt0wkD6gm50eKPZfSHAc/acP34/u/n4suPQKBtmJiHJYyu5UZVnpkMvmmmtERERUOLy6tK67t3dkryJEBULUzy7ytdl7OzuinlditQEANrY0a21+s+hv63skdvokSpb9vzvv+PFZrAnlop8Ma8QOZz++7+3C190dSMVwFe1+PZ2RdAOn3b0fPl9XE/GY426bn6HaUGqwz4co31kdDgCAaDIFPqGOuQrp2/VnFimiTN9FSejogFxV5R/0WUT9/Bbf5yIVgn9t+jXSnW43Hv7wPQDAX049A2Pq6tHndKLEZkvZ6xMRUWokHUgfOXIkR0wRERFR6hXPvTpRRqhNdkmW0bFLWcM4lsGvo2oHa9udfX2oKi2FKAKiIEOSBbi9aV3JubDxOkcRlJrNGG8uR6vbmbpCfReC1m1bMWzCJADKdaDJVSItZQABAABJREFUNYBaqw1mIfznucxmnCnhnAM3hT3H47s+6IPocye3oKbciT2Hd+LbbZVhzlwd4YegXMLLGFH+spUaZzkJNyNdH0jP9IAsyjB1ULvRjPQCV1pZZbg/8nveHxvRh0kinaO/D/NIEv768vP4/TNP4oX/uwo/nLlPrNUlIqIMSDqQvmnTphRUg4iIiIiIMqHb48GovaZh8zfL4XZGD9BVlpRo226vP5BmMUtwuk1aumZKhPHvrnZYVWarQUVDHUTz7n8exOBRo9EwdjwWtrdgYXsLxpeU4fSGUWHPFUVg5uh2LN00yF/egy+i3BF+KYJjp+/Aa8uGao9/9asl+MP0TTABWHrTO+jut6Cq1I2rn9wLt74+UXdmW0hZRESUGeHWSPd4G7RtfVYdyn9ti1cGPPbKJogoqonoGkuyM8LlwCVwVYIgYJcuG1jwUrm/f+ZJAMDPHn6AgXQiohzD6SNEREREREWgxbfOcqnJpHXcdDTtjHqeIAgw+1J+ujz+gJnkS+ne1W9JdVWLhidMXtSp8yZkuCZUjFZ/uhAAsKy7AwCwti/c2p9+ohDYox4piA6ErgVaUuLWtk0iUFWqPFb/JSKi7PPPSA+85vc4D9e2JS7tUzBaP1+BD+ecG7jT96cv1qVby6oDl6Ox6QYWK/S/l9g/C8OrjZe5YYYHIqLcxkA6EREREVERaLDZAQAS/GujO8rKYzrXalISWbnVNI+AltKdM9ITJyNyEJIonYq1c5yIiBTqwMrg7wNBWyM9+Az/WuoSA38Fo/m9RaE71T+vL7V7sWV4v/D2ezD10MNRN2oMAEAUTQHPCzG+/4M/Q/rPWuB2ghUlIqKMYCCdiIiIiKgI+NN0yhg8QknfLMXYK9bnm83e2den7RtRo2xzjfTEyVKYlbbYm0YGvu3pxJ/Wr8Sf1q/Eyp7O5Avk+4ySwkFURHkvOG2Iutv3+e7TDaAEAFFYoW0XW2C1kBm+DXxtBKOmgigWfttfNJlw2Pk/xZDGcYbPC9B/AOYC8GeTEnTZe6QY21r6oHpzVwraeERElFKF/81HREREeYnpzYhSS/R1kkkyIPg6wJKZkWo1KR1ILg9vKVKN8U3SKzGFDrh4vmlbQmVV1A7Wtu3lsWWkIIqE4XSiAhDU8OjyKMtt9EmBmXMGlX6sO4Wf/kIx4JIxcOKJAfu0t4QWUNe9R8IMwChIanaGkCciNdaN10hXzpKjbpdYk1yjnYiIUo69XkRERJTz9tivMdtVIMp7+hnpWirPGKcTqev5eST/zCSLWTnXzdTuKceU26Q3pawSh9fUp6Ss0677k7ZdPyqXv1sPzXYFiIgKnn8t9ECDLFYAgDkoYCoKutTubKoUjE9XiPBOnWr4XP9AhiuTs+SAASeBM9IjnBXj50R/XInNGk/FiIgoA8LkEoxdY2Pqbr4FQcD69etTVh4REREVhpnzJ2e7CkR5z3BGeoy9oGZRXQ/d32lk8c1I/3xtDQ6avDuFNS0e4YYgMI5OeiZBwKTSCrzT2pR0WeXVNRg6YSJ2rPkeLsjocLvg0g2Q8cgSzEL48fbH770DSzZWAwAqS1xRX2/KsC68+vVQ7fHQob2Gx00e2hWyz+0RYDHzw0BElDZhZhaXG2RCAYAO3RI/vU4G+wqFVwj9e5uGDAIAWM3M4Q8AXrs94HGkQLpbl8lBkgUoLX5byMdN0t2HcRAtEVFuSzqQvmnTJm1GS6yCvxwEQYAsy3GXQ0REREXA62UbgSgFkpmRbjYpM5C8uuPXNZUBAJ76YgR++8PvU1nVohF2IAM70yhIKt8RAgRI5eV4qaoUni1rA567d8s6XDpyHExhgum/Pe47nLTPNnT1WzBzdHvU17rp1G/x6CejsLPDAQBoaOgFukOPO37vHVh9y4uYfPUdAD6K+2ciIqIkhPTTGu7GiJo6bGhWts0mL5jotHB5trfCPKwm29XIGQM1NVjT65+eL0CGCDcqsAMdGBVw7LvfLgfwYwDAqh3bAHwIYB56By7PWH2JiCi1UtLikWU5rv9UgiBoQXQiIiIiIkofteHvkWVtRroke8OfoKMG3jftbtb2nTJbWaPZYmJbPtX4G6VgKX1PCALk2lp4DAapdXrc6PWGvy4IAjChoQd7N7ZDjKE3QRCAyUMNIucGRtb2AVgR07FERJQ8IUxuHP/gy2D6GbTpqRNlnknwhO5U/8BF/neuc/sHEX9d6p+VXl3ShZ/iMPwOozEe74Y9f/5f/ghgHgBg5fbA9Pn6ddElfqCIiHJa0jPSP/jgg5iP9Xq96OjowLfffouXXnoJX3/9NQRBwNlnn42f/OQnyVaFiIiIiIjCULuBujxuONQIWIyp3dfu2gkgcEb6vMktePST0Vi6aVAqq0kAJA/TaFKgVA4+12d5qbPa8LMR4wAAN61fGeOKn+khisw+Q0SUUWEuu/610wO/e0yif4kRJWU1FYKK6fWhO9U/va/9EWMSq4JTLkuwfPgh3AcfDACQamogtraio68EY7EQADAH92MtDotaliyHH4HISYZERLkt6UD6QQcdFPc5J554Iq6//no899xzuPDCC/H444+joaEBN998c7LVISIiIiIiAz0eZbZJmckMyZe2WYqxV2yfxrFYvGE9Xlv2Fc4+UGn/j6tX1jquqxiIdCpFIITpM/N4YssUQMXD6K2yprcbE0rLYy9DlvFVVzuaZ0yDtHFj6iqXIlazBfuPn4TP1kY/loiIUstoyc3g755pI1/H2l2/1o6nYhD6d44lI00hMa9apQXSnSeeCMe//oUL530AXxwdQsRp+/7PlNtrRktXl/ZY/xFyetyG+4mIKDdk9avvpJNOwssvvwxBEPD3v/8dCxYsyGZ1iIiIKIcU66h3onSpsVoBKN1hamr3zpamCGf4Nfs6fba1tmr76n0B9OYuO1wezkpKjHFPGWekUzCHyRSy7+ldW+IqY7fbiTd270T7xIlwHRZ95lQ2XH7kMdo2+5GJiNIrIHAetBRn0C4AQGNdBYCvlefCTWengqD+7QWvL8Crfy8YLA1TsAQBYnMzTCuUpWekYcMAAHsM26Yd4kB7pAK0LbPJA1EwDsWYDdp5RESUO7I+hmzu3Lk47bTTIMsyrr32Wo5oJCIiIiJKA/16l72dHQAAq6MkpnMvnn8EAODzdWu0fbXlTm37huempKaSBACoqot9ljEVh1KTGacNGYkfDB4asD+e+2e3fikHc9LJ6dKimPrmiYiyz3/R1adxD5faXWlLFneq72JhltUAenH306v3T9a339b29f385xjY8bn2eAAVQWcFjDrw75UFDCot1R1l/LtlW4iIKPdkPZAOAMcddxwAYOvWrVi4cGGWa0NEREREVHjUThlZllFaVQUAMJliC6Y11ilrJ1Y4HNq+6jJ/CsKlm6tSUsdiE5wKco8pg3Hoj2ejbmR1lmpEuWxCaTlmVAzKdjXitt94JZNFY11P1GMFznAkIsoYi92ubXc2+bMU+QPpRpQIepHHVwue5AsZyKIlyzXJDWKPvw0j19djwLRTe+xFpN+RfrAK2zhERPkqJwLpw3xpUQBgzZo1EY4kIiIiIqJEqA1/GYDNNxNd8npiOnfGqDEAgK7+fuzs8KcvfOiixQCAD1fVpayexSR4xkmJTcSwcXUha5QSZdKA5E1pedefsArvXvMRFt7wftRj+d7PR/ybEeUrs8UfAJR01371U73D2W9wluz7f372C5kXaqrxIh8xoXubl/z97xB27wYAePbcU3dIjL8jOTAMEy6rEAepEBHlnpwIpHd2dmrbbW1tWawJEREREVFhUmd6SpAhikrn2JpFX8R07oiaGm37xhee0bbLbEogfvyQ7lRVs6g5d7VGP4hIJ9m+1lF2f4pRNUtvnze1gXSzScYhe7SgttwV9VhRYO8xEVEmlVRUAgAkXa72Do+SdajCZDTT1hdIZ7SvsKl/Xv6dNUJvL0ybNgEA5OrqGNtg+hnp4dO5ExFRbsuJQPrLL7+sbdfoOumIiIiIePNOlBpaN47uI2UriW2NdKvZgvpKpaP1xSWLtP2DK5TAmCxzVlIiQmaw8NdIcXpr987oBwWxy0DJLbdgyEMP46jBDdr+GosVQPi3obOvF2sWfY7O5qYwRyRPPyOd1xUiovTTrruSv00yzOZbyifoMlxZUgJtjXReo4uC+q7wev3vD92Yi8IX1FS3LF7sf6qiwndIpM+C7rmgz0y4bg4m5yEiyj1ZD6Q/88wz+M9//qM9nj17dhZrQ0RERLli3coN2a4CUUFRO0olANVDlaWVuna3xHz+BQfNBwBMGOIPvKmzRzncJTGyXBq0hz1nFJ8lXe1Rj9nQ14PPO3bjm54OAIBZAIT+fggDAwHHRVuf/O2H7sOrd9+Ox37/m4TrGw3XSCciyjBRue4azTDv9gQuAfSLw4+Gf0Z62mtG2eT7+wq+lP+yLnputRXPd7XHFZhNR2zyDyb0jhsHIFpqd//vKtbBJ/xsERHlHnOyBWzZsiWu491uN9rb27FixQo888wzePvttyHLMgRBwMyZMzF16tRkq4QPP/wQhxxySNznrV69GpMmTYrp2M8++wyPPPIIPvnkE2zbtg0AMHz4cBx44IE477zzsP/++8f9+uksl4iIKJ/09fZjwYPP4sIrT8t2VYgKhtp1I0NGeW2ttn+gtxf20uCAbqiZYxoBAF5dR5o2iUkqng61VHEOCDAJgR3U1trKLNWG8kmZyYweryf6gQD6vR4s2Lk5oIvXBAEeKANputtaUV4dW1a41u3K/amr32jN3NTglSQfscefKJ+JojLHSpb97TuXb7vdHRhELLXbYbeYMeAOmMBOBUiQlQC60G+wfFMRTZm2Gd0jSRIgikDYpXDKDfdKsingMdO8ExHlj6QD6aNHjw5IvxYvdcRjWVkZHnzwwWSrk3a9vb24/PLL8e9//zvkudWrV2P16tX417/+hZ/85Ce46667UBpDp2Q6yyUiIspHfb3p66QnKlb+QDpQN2qMtr+/qzOmQLrJ19Eq6aZJqDMw2A2keOTuwVi70oFf37Qdg2oirzPtcgqwIPBaVzFpTJijifyOrxuGx3duBgCMskdensEpSZChfP73KqsEBAGj3V6853t+6Vuv4aAfn5PW+sZDEIunc56IKBcIgtK+c+mylJSalO7icnNot7HHN5Cr1+kC4Eh/BSkrxBIbAMBtKe7+Z9FkCtlnWr8e3vHjtcehqd0tum3/c063PcW1IyKiTEk6kK4ySgEUqz322AOPPPIIZsyYkarqaOx2Ow466KCYji0rK4v4vNfrxYknnoi3335b2+dwODBlyhSYzWasWrUKXV1dAIB///vf2L59O1577TWYDL50M1EuEREREZFKHfza6nIGDITtbm/DoIahUc8XBTWQLun2Kf8yBSHQ0y3iT1eMBABYLDJuuHtr1HM8QlAHNGOIFIMxJWWYX12P99qaUOVb1zwasyDgR/XDtcdLhzSgfdfOtM4uT0QRTXIjIsoJPe1tAIDutlZtX7lJCQQate8k30xliyllXcqUg5wuE0rgT+1erNSMDfG5Wrftb9jYrQPweEcAeAjAbUnFUoiIKLNS0uqJ58JvsVhQXl6OkSNHYsaMGTjhhBNw9NFHpy0oXF9fjzfffDMlZV133XUBwe6LLroIN998M6qrqwEos8pvvvlm/PnPfwYAvPXWW7j++utx0003ZaVcIiIiIiJVpy89Z4VZ6Ry12h1wDfTHHAVXZ6QHpnZXzo11zb9C5nH7fwefvlcR0zkCpOgHERkQtEEsiXXCTpl7CD55ZkHAmqeqXc4BjHJkZwYaryRERJlVXlOLzuamgH5Z7TvGIOeQ3WJBn4uDKAud1N0PoLzov5iFhALpASUEPGrvfQjAPgBOBPCfJMsmIqJMSTqQLhnceBei7du344477tAen3322SGp6EtLS/GnP/0JALSg9x133IFLL70UQ4caz/JJV7lERERERHrqzFXR1ztaWV+Pls2bIIVd3y+Qel5AanfOSNfofwcbvo8xdaMQ+Isr8r5KioP6XnHKid2Pqx3D+s//brcTANDvdRue43G5DPenkj5bBq8ruY5/IKJCUFE7GJ3NTYYDs4w+5dogSrZaCpsc9G+RSnUg3SuN1LbZziEiyh/JfhsUjbvuugsDvvWCSkpK8I9//CPssddddx1GjBgBAOjv78edd96Z8XKJiIiIiPSCuzvVNf92b4ueghzQBdIlWbePM9JVwZ1hfb2Rb7W6O03aGvNE8RJ8n+jve7vR7TEOfEc839cxLOsC8aN6+gAA3374fsjxnz77FLp2tyRS1fjqpQukF8ug/bzHfPxEeU3Q2ne6jEMxnMe01EVG//cuor+9I8oysNGNCXpcPL87IqJCwkB6jJ5//nlt+9RTT9XSrhuxWq04//zztccvvPBCxsslIiLKf9lJK0tU6NS+r45duwAAZoslpvOMU7sHlkl+bz1fFfY5WQaOnjpFm9WlYUCKYqRPvd7qjn+muLrmpz5w0u0LlHf394Uc/+VLz8X9GokYW1evbTvDzIynHMPrP1Fe02bc6jMO+ULp3R6PwRkcRFno+nvMoY37gIxUxRNOqKofErpTHXzS2AgAGIw1IYeMxBcoxy4AXwed5v89Gi2dQEREual4vvmS8P3332PdunXa46OOOirqOUcffbS2vXbtWqxZE/qlmq5yiYiICsNV2a4AUUHxz/RUOm1GT50OAJCkGFO7q4E33QxWdUa6zPSekIM6lF3O8L8TSQJ6uk0IjkAJDKRTjIbY7BhssSV8vmBSPs+dTU3aPlkdLDNlSnKVS0KZPfGfiYiI4qcGRWXdwCrJ1z5Rl/wIOB7KcRxEWbgcHln7+8qiKeR50VQ87VWT2YKTr/lDwD7Z4Qj4txPDA54fjU9xGfbDTzHfoER+cIiI8hED6TFYvnx5wOP99tsv6jkzZ86E1WoNW0Y6yyUiIioM2evIJyoGoi+Q1t26O6bjTVogPXSNdGZgTkxwavfBIwZlqSZUbLwuZbZ3T3ubts/ap8xEFzo7s1KnYF39sWXLICKixAmi0pjTp2qvMCvX33KTOfR4LRtR8QRTi48AmJW/vViiDHAr5rZ+Ze3ggMfi5s0AAO+oUQBCBxSPxQcAgCFYZVCabkY6R6MQEeWNgg+kd3R04NRTT8Xo0aPhcDhQXl6OMWPG4Pjjj8c///lPdHV1RS1j9erV2rbVatXWKY8k+Dh9Gekul4iIiIgoWOB8dMDVPwAA6Glvj+l8dY3073fuMCiTnanBfWFLPo2+pmJwaneTueBvzyhHlPmWFCutqtL2OTp998Zi4PuwfdfOTFULVpO/p/7lpSMz9rpERMXKaI10u28WsnGYT03tnuaKUda4XLIWObf0d2S3Mjmgsq4eE2b7J7+Ztm0DAAg9PXGXJctVqaoWERFlUOjQwiSsX78ejz32GD799FN899136OjoQF9f6Ppq4QiCAI/h+juJ6+zsxDPPPBOwr6enB5s2bcJLL72E3//+9/jTn/6Eyy67LGwZm30jzQBg+PDhMadcHDlyJNavXw8A2LRpU8bKDeZ0OuF0+tMxqYMHPAC46lz6eTwA3PF1LnslGV4h/4d7ej1SwL/FRpRluL1xBhY8TPSUCE/QvxS7XL1GSe7A8r3u3LiO8LrG61qmpOO6piZwl6C0ActqawEAosUSU5uwz9dOr6+s1I6X1NTucu60K7N1XQu+bq1dZQ977fL6/hjBM9K9bglyhmPpvK7l73VNrcNjOzZhlKMUh9bUo97mCDim1aN8Mt2yHPAZNTlKACgZJtT92swoQQg49qu3Xw957UQ+77Fc10SLBGA3gFr0ucWcua5kW06213TLheRKO03F61r+XtfyTUHch6rLeui+D9RPjhT03aFQ3ileJNf2S+S6lgj2r8WvokJAx/pWAIMhQ2mf6l/X65Yyft3P9nXtyMuuxJqzTwEACN3dEY8NN8BYBiAIvZDlUgCAS1e54GuIG8ALi7/Ac19+hvsv/DnK7A5kCtteREShUhJI93g8uPLKK3HfffcFjGDMlRQlo0ePxrBhw2Cz2bB7926sWrVKC9h3dnbi8ssvx7Jly/Dwww8bnq+ftV5ZWRnz61ZUVGjb3QZfsukqN9hf//pX/PGPfwzZ/2GZBSUlTJeXdkuqEzip3fdfYfj+3V3ZrkIW1cR/Snnqa1Es3i3nNS1uOXqN6ujoAODPwLLqzR1hj80GXtfixOtawlJ5XWvqU2YXbbOIeLPcgo6RwwAA69avgSeG11kzSOn0kW02vOk7flOZcjvRD0Hbl3VZuq51dASu7ezpdYa9dmmB9KCO3dVv7czaOum8rsUpB65rPSZB6+3c3N+LV53dGFZbEXDM5jZ/mnb9Z7S3RPnsdon+z26HOohDCPw8N0mhXarJfN4jXdf6zR4AbwE4E99ZTblzXcm2XGyv+fp73APenGunqXhdi1MOXNfyVT7fh25rUrKOLHzuKWz70TEAgAGL0lBxCqHXe6/vu+Kr7sF4szx6n2RYCV3XEsH+tXh1betFv1AOOwAJJqx6cwdatnVoz6/7uBm7v+tPez1CZfe6Zho0CN4YMnmVotVw/wb3ACAMaNH998v8YZnPSvzbLt/n7sd33QYAEEYOx5lnnplEzePTZ8rf6xkRUbqkJJB+2mmn4cUXX8yZwLkoijjssMNw/vnn46ijjkJ1dWDjrKenB48//jiuu+467N6trAn573//GxMmTMDVV18dUl5vb6+2bbfbY66Hw+EfLaYvI93lBrvmmmtw5ZVXao+7urowYsQIHNzjRrWX48zSzXNIN1AV32ejxTQObiFzow3TxeuR8P27uzDxsCFFmarUIvdjsHddfCd1CDB/wB6MeHmgdF4c1u1ObaqVIpCr16jW5sDvxT2OGprW14sVr2u8rmVKOq5rnzu92AlgmFvCUd1ufNXdjxYA9ZWDcFR39DZhbb/SqWrzStrxK/uUf60SYiojE7J1XdvdFPiXslXYwl67ujtNvq3Aek4+sgGimNlrC69r+Xtd2+KVMKB7PMrlxWFBn8NnnR4tfKD/jG7q92IHgAqvrO1/yiOhE4Asito+WZbxemc3ghdEO7LLFfegj1iuaz0Dbqgr0E1yeXPmupJtudhe+3SB8ve32E05005T8bqWv9e1fFMI96F3+9JUe7u6tGtuq8uD7wCYZTnkOux2jgMAuHbW4ajutoRfN5HrWiLYvxbdsmXLAh5XT6xFr2/iliAq9+JbVluw/aVNAIBxc+tQN3pQSusQTS5c13pvvAW71q3BW2+8HND+UpnRDw8ccMJ4eadRJiuW697yh/T4P1v79arbdljlwDZbaXNrRttDXf1sexERBUu6nffCCy/ghRde0G6ihw4digsvvBAHHngghg0bhpKSkqQrGa958+bhnXfeCft8WVkZLr74Yhx77LGYN2+elh79xhtvxHnnnYf6+vqA491u/xeI2Rz7r0x/rMvlCnk+XeUGs9lssNlsIfvNADjGLP0EMwBLfDcHJpMASSicG36TWYTJUjg/T6xMsgCLGOeNoVnI2xvwXMDrWvxy9RolBl0zcu0awutaHHhdS0oqr2tq6Fb0lVk3TMn6sP27VTG9hlWXxlc93uLbJclCzlx/s3VdE4M6NXu6TGGvE6tWKB1swXFIk0XMeCBde21e12KXI9e1NnfgvaD62dbTv8X0z5kF//PqfvXXINfXw9PTDUdZOd595F/YsGRRyGu/dfdtOO7yXydU70jXNf1+U4Tjik2uttcUQs5eO3hdi0OOXNfyVaHch1qC/g3eBgC7ZQvc3iGoLu1K6mdO5LqWCPavJfAaVjPUFoQApX2qD96bLJm/tubCda2qahCq9t4Xjkl74NGmLf6XgROT8DouwLF4HX8BwqR2NwmBQ2gD2mUAgKsA3AKn55TAz5YsZ/T6UgjXMiKiVEv6++S///2vtn3ooYfipZdeQmlpabLFZsSIESPw1FNPYc6cOQCAvr4+PPzww7j22msDjtMPBhgYMBpzZkx/rNHvJF3lEhER5b0cyXJDVIiCP12DGmKbSagOnJUkWbfPv0Z6sQv+HaxbHX72U2mZMrtfQP6v2UnZM6eyBl90GqcPVZnDzBoXfJ28su6KoH8/PvDoQ7j8Z5djxfvGA9R3bYhzVhgREeUNUW3zGbTvKhyL0D0wm22/ArF9bWg7QjQJ/lCw770Q8PfO0jJEuUI0K8OT5ZoayADcKMHJuBAAcAyuxTu4PqZy9Jl9lc1bAAA9A/cAWKg955V4v0BElG1JDx9bvHgxAMBkMuHRRx/Nu8Duvvvui4MPPlh7bDSTvazMn5Klvz/2NWD6+voMy0h3uURERIVhQ7YrQFRQhKDZEfZyJdVh247tcZ2vD7yJviJbe0KzHxU7q80Z9jm1/9Fa4s1QbahYeeOIdFiaW7TtAYcdLoPB3kf97BcpqVcsHlk4Dn1OU/QDiYgopfw5iIy+QziIspAsfWVNyD5BFCCrbwKBf+hg+mCKNHIkzCYZZoRv9/sZ/S5nAzg4YE/w0jkMpBMRZV/SgfTW1lYIgoCpU6di6NDcWhcrVvpA+po1oQ2I2tpabXvnzp0xl7tr1y5tu6amJmPlEhERFQbeMBKlha/n02y26HZF7yQTDWake6XinpGiJ8uBvwvJG/1WyzPQk67qEMElSVjTp6xxOqO8KvBJtZNW99lv3bQB5i++0B0U/rrQ3doKdxxZ1eKjlLt6RxX+s3B0ml6DUoZfA0QFRzCahaw9p+yUZH74C4HFFjpgzWQStQG0ZXvUhTwvisX9t2+w+bNOyeXlOHyvFjjQEePZ/t+dVwKALwF8gLZee9gzugdin3xHRETpkXQgXQ0GV1VVJVtU1jQ0NGjbu3fvDnl+4sSJ2nZra2vAjPBItm7dqm1PmjQpY+USEREVgn3xfLarQFSQ1D7RisH+jjGvxxP1PK1TVRdcs5qVAS/ldnfqKlggPB5T1NlaAmf5UBp5ZP+AtH2raiMcqSitGhTw2GiAjcXu7+hdu+TLJGoXya3aVluPNU2vQURE4aidxV6DAVX+2erFHUwtFGZ76Kqvoinwb/vEP9dC5qxojSgIKG3xZfERBFjNMrrQEPkkA17dYJTWnvAZZ62mVK70TkREiUg6kD5x4kTIsozt22NLCZmL9AFs/brlqsmTJwc8XrZsWdQyt2/fjpYWf2q84DLSWS4REVG+83T2YDZeyHY1iApK8HKGVl1ArL+7K+bz9bE1UV0jPena5b/QmKMIb5TM7eyCpkyptQQGpLVAiO59KwcvhisDFbWDA3YNqvd3FBulfk+N7wDcl6ayiYhI75CzfwIAGDxylLZP1LVQpKAGjiAoAVWmdi8MVqNAulkMaKRuXx/bxK+iEvT+H1zuin6KHHiifmxCpOxgJjHp8A0RESUp6SvxWWedBUBJib5hQ36uZbpq1Sptu64uNGXN7NmzYbP513385JNPopb58ccfa9t2ux2zZ8/OWLlERET5TnJHnx1LRMkRTf5UjrHMMhEF5dZB0s1yVYPrElO8G2pttkQ+gDPSKYUWdbbhjZbYlwwLFnodkGEvLQvaI2P8Pvsm/BpERJRbHOXlAAB7Wbm2z6QbfRm8Trr6zJqdo9NdNcoAa4lBW1UUoY+ks7UagSBAEAC7NdbfUvz3TDva27CppRn733Atnv7i07jPJyKi5CUdSD/zzDMxbdo0AMCvf/3rpCuUaf39/Xj55Ze1x/vvv3/IMWVlZZg/f772+Iknnoharv6Y+fPno7S0NGPlEhERERGFo+/msfgGdcYSSDeakS6AM9JV/t+LP839tk2R01KLDKRTEhpLQtOALulqi+1kwZ+cVyXrBsnIZjNkSUbz5o3JVDFuDitTuRMRZZJ/PXTjNknwbre3BgBQV9ma1npRZlisoWuk79rmDIj3ugaY1j2YEPRICE79ZSjw9xiQ7SHCLUFNeTmuf+4pfLl+Lc645x+xV5KIiFIm6UC61WrFs88+i4aGBrz00ks455xz0NPTk4q6ZcR1112HpqYm7fHxxx9veNx5552nba9YsQKvvPJK2DKXLl2KN954w/DcTJVLRESUz2JYrpmI4mTYvROl81TPaEa6mmlQljkj3f8rlAHsABCaTj9YPdaks0pU4MaWlOHykeNxzZjEl/vqbvMHQvQDajz774+enu7QE9I89sMkmjBmcGiWOCIiSg/B177Tfwfo2y/Bl/1S2/fGT1BeMlkNQgOyF4I+ZBDcnmWzH9oHQIg1iK6Q5BExFB1YniiI2NjcHE/liIgoxUIXQonTwoULAQC33XYbfvGLX+CJJ57Aa6+9htNPPx377bcfhgwZAmsco8rnzZuXVH3efvttvPXWW/i///s/DB8+POxxbrcb1113HW677TZt38yZM/HDH/7Q8PiTTz4Z06ZNw/LlywEAP/vZzzB+/HhMmjQp4LidO3firLPOgte3IOL06dNx0kknha1HusolIiLKZz2dUdIhE1FKRJuFFHgsfMfq9nFGugEZgLKWZLhfq8ej/DIHhKqA/SLXQKQ4VVqM77UlWca6vvAD3AXfe83Z24uu3S1w9vaifddOmNaVwjNnDgCgR/KGnqh7U3e2NIU+nwJldru2vbYpdNY9ERGlkOhrk+gmRQkR0npry/qw8VewxIE+uOCfqe7pd8V0r1CMZEEAhNjupWQZEIVtkGQlXiHJxp8zo5LiiNUTEVEaJB1IP/jggwNGXsmyjPb2dtx///24//774ypLEAR4kpyC1tfXh9tvvx3/+Mc/cMABB+Cggw7CnnvuidraWlitVuzevRuLFi3CE088ga1bt2rnVVdXY8GCBWFHkQmCgIceegjz5s1Df38/du7ciX333Rc///nPMW/ePJjNZixatAj//Oc/tRnuDocD//rXvyKOTEtXuUREREREemqnqL5zRp2FFDbia3A+10gPI2BGupIyf+P3dszavzfk0NuuG+rbsmn7TO1MkUqp83VXO17frayXbvTpbGgcp23vWr8Or91zBwDAvG4dnE4nYLOhpz00TbwMGW6nEwDw1euvYK+D5qN66LDU/wBQgvhPfDoKD124BFYzO/BzDa/6RIVB9k3Y6dG1QwI/30FrpAvqIEpeBQpVWYUJQ6rcUIfTjWtsATAqm1XKOULAwGIBrv6+qOfIwSFy2fg5weCzZbSPiIgyJ+lAukqWZQi6dCbZHqkmSRI+/vhjfPzxx1GPHT9+PJ5++mlMnDgx4nF77703nnjiCZx55pno7+9HV1cXbrnlFtxyyy0hxzocDjzxxBPYe++9o75+usolIiIiIopEEONI7a4dq9sncEa6MSVQbrUbryn5xQcVyoauT8xcVpLuSlER6fb6B6jPr6kPGYRtsdtRPXQY2nZsR19Xp+E14O2H7gtdC072z2YHgDfuvwtn3hh635q8RwD8AgDQ5zTDanan4TWIiEi9plfW1fv36Z4P/nYQfXskLutTsA44ZDC+bt+GnWGeF0z822tLIfjaV/aycjj71GB6bHdGscZOOI+OiCj7kg6kjxw5MqdmRk+aNAnHH388PvroI7S3t0c8dvTo0bjkkktwySWXoLS0NKbyTzjhBHz11Ve47LLL8P7774d86QmCgPnz5+Puu+8OSc+ejXKJiIiIiALpZjxog2CNA756/hnt+vN9JTKSrlsnXgbwIYD52Lm1CUD4Za70d1G2+pq01Y2K194V1divqtbwOXXG+fqvl8RcngwZB556BjYuWwoA2uz01FuepnKJiEjP6lAG8unXSNc3UELaeOogSgbSC5J50SI4zpkFS7l/gGdHR2x95sVE0i9/ExQX+f3xq/Dli6HnKJ8lfTp3Ieg5dX/oPUEuxV6IiIpR0oH0TZs2paAaqTNp0iS88MILAID169dj9erV2LZtGzo6OuD1elFRUYG6ujrss88+aGxsTOg1Jk+ejHfffRdbt27FZ599hu3btwMAhg0bhv333x8jRozIqXKJiIjymWhJWQIdoqKmD/Nq+3yp3eUYFrpUO3AkySiQzs4dIx+8PhQ/u2p3+AP0vzaB66NTZrn6+wEAm7+JI2gtyxg8YhROufYGPPOXG9JTMSIiyhjRNyNd0gXSI62RrmYjWr19HIBv0109yjDZ4UDJqAZYq8qBTiW7Te+O6GnLi43FZlc2fGuk64VPwx44cDn8jPTupOpGRESpV9A902PHjsXYsWPTVv6IESNw2mmn5U25REREeUlkcIkoXeJZlkkUDGakM72nxv8rlAGUAwB2bKkEEBpIHze5H+tWO4I63jitnxLnEE3o18+OymPDBtXgm607tMfdA32oKrVksUYUCa/+RPlNTe0uBwTS9QLbJ15ZCSBWl0XOAkr5qbekAQAgWs0AlEC6WRpg9qkg+s+I2WINmFIesha67hn95ylgFro+IYTQH/H1iIgo89gzTURERERUDIympItxpHb3BdI9Xn+wTmSvjgEZwJ+VLdlleMTRJ6udz03+s9hBSUk4vHYIAGC0PfH0q6LJhPP+9g8tqOKZOjXgOQCobhgWcI6ztzfl6d2f/MUV+N9lv9YeSzFkzCAiosRogyrDBNKDr8Clti0AAJMYve1Iecj3nWvWZYUTgt4FTDMOuAZ8wW5BQMeunehsaQ5zZHDgPHy2B/9xdb6tawFsRL/LeIkeIiLKHAbSiYiIKOfEMjuWiOITMbV7DJ859Xy3LpAuCMazKopR4M+vpMB0DRgnAFP7HwXBoy8hLfWi4qDe2O909WPbQB+2D8SfhtVeVobqhmGQLcrsb6nW33F76YP/xaUPPAKL3R5wTm9nB/550dno6+xMuO7BKhwlOHrq9JSVR0RE4QkGqd31QpZI97Vh3J7CyIJCgdS/t8luNthLqrLKQcqG2Yzy2sEBz3Xv9mejChyEEPh71D/Sf/oEtPq2bgIwGt/tuCDZ6hIRUZIYSCciIqLcxJHuRGmnfsycfdGDbhaz2XeO/7Op/5gykK5tQR12sLu5Oo4CUl0jKkZOScJ/tm/Ehv5eAJHSi4Y3ZPk3IfssVhtsJf7Z7nWjRmvbsiyjbdeOkHNSZeX2OD5HlHEyE84S5TU1kK5vyOnbesHtu40tOwEAomhKe90o/bqag+4BfH9vs9X/9zXLLjb0g5RUVgIAXIcfDpMp8LNQVq1vt4RP+R5+IHPgfkm2MAsAEVGWMZBOREREOY33jESp1ev1z4LublVmPMTSOWM1KYF0WZa1WUuibkY610nX26VtdbRF6GiO0FFNFI8R9hLD/Z4k3ljexkYA/rTuevqgejpYzP56t3TZIxxJWSfw4kWUz8QoM9KDg3pTho5Qjme7ryAM9BgvQ2StLNO2xTJHpqqTN4aWK4F0obs75DlBN8BMQPDnSt/2129H+C7lZ42IKOsYSCciIqKcw9TuRKmnBtScuo7S+jFKoGygtyfq+WaT/9bBIynpPDkj3S9wRvp2bf+swdPDn6T//XFKOiWhzOxPwToyTFA9VoLv843SUsilpTjm0iuSKi9xH2XpdYmIioc6mLK7dXfgft+/wa0TUZSNn6DC4GvQWmz+dkXVGGvAIaLIwO6EsgptO6TvQp+9K2CNdBmSHPg4FjJEzkgnIsoyBtKJiIiIiIqA2dcBs9vl1Pa5ncp267at0c/XpfD0eJVgvL5Lh/2pKhlAe4zH+n+Drn53WmpDFM6QxnGG+yu2+dO0y3Y7Bg8faXic1Z6ZGWpSsY/SISJKI32Kdlk32DJsIN33BGekFwZZNs5EYLZbMlyT/OV1h2/D/wiXoxZrABikdg+zHczlKeciKkREWcZAOhERERFREXCIyswSs24WSfsuZZ3L9UuXRD3frEvvrM5I12YlAZCk4u7i0adnbBhRD+BhAEBNXfjOtRHCFt35DBZSaph0s5bKdTPVgx19yeUYM22G9tjhm10ld3cB/f1RX+fEq36XRC0jM4n+rootQbMkiYgodRy+tZ4BYO2SL7VtIUzoTvR9x8gM7RUo5e9qq2Q691h53EHp8XUfjf3wAC7BXOWBDIiCv30jBwxG0W0HLZliMfVzRjoRUZaFv6smIiIiIqKCUW+zAQjsGB06bgK2r/kOTRvXRz1fn9q93+VChaOEM9INybBYLQCU9edbmy04fI8p+PN9m7HvQYEp9MU9J2grJ1o584dSRISAC4c3otk5gEm61KPBBtU34Pgrf4v1S5egp6Mdo6bsBQCYfvhRvrlTCq/HY3j+0PETMahhKNp37jB8PhmiqO9olgEGbIiI0kJ/ve1ubfU/IQCQAW/QQD+mdi8ssjfose8PW14fvv0ABnUDeCLMSAeAcjQDAJq6YsxYFZTtgYNWiIiyjzPSiYiIiIiKgNk3A0LfITrjiGO0ba8ncieQfgbFy74Z7IKgX+evuDt59P3MNpsVwGPa4w3f23HGoRNDjpVGj9b2zThkUpprSMWkwebAtIpBsOlS9hoRRBHj9p6N6YcdiUENQwEAjvLAzvPgVKSZUmJVBv8wfTARUfqIuoxDktcfVVXbi04pMPW3ltqdwb3C5PvKt9gCB3gGB9zJL3jAYbhsDru7uwMex7peer+rLonaERFRKjCQTkRERERUBNR0z27dWoiNM/fWtr//8vOI5+tTCu7u7lL26Z6Xin1mkuzfmDR1PIBvAQwF8LR2iNrP9sT9g0NOb5w6PM0VpGJROBPFlB/k5ldOzHI9KJJwAQMiyg/h1ki3i8Zdxupup5uR1UImiLy2x6q3vS2m4zbtbkYiGXbsllamdiciyjIG0omIiIiIioBJ13GjzoAwW/yzTZy9vVHLuOSwIwEAnX19AACL2d/h6vHy1kJVN3Qw3l75LICdAH6i7X/otnoAwPDRLuMTiRJkFkRMLC2HVRCxZ1ll9BMiCeqsdfcPJFdegmyWVb5/I2fLICKixFnsdm27fkyjtm3WMhEFjpRs6ewAAIhC5IwnlB/kMCNhhaCBFN9/05GB2uSn9l07Ax67nU7D40xBgxP0v3r97PTgNdKJiCj72NtFRERERFQEbLo1zjt1adwnzjkAQOSUgiqTr1Nt5fatAACz6D/HKxX3TAlZNyPd5XRh7KTRuOWh6wH0acf8/VrOOqf0OXXISFzdOBl7lVclVU5D47iAVL8DvT1J1iwx1WX/zsrrEhEVE0EQUDWkAQBgtlr9+33/BrcOp40aFXQEFRKPoCyrgv9n77zDpKiyh/1W5zA5MImcM4iiAoqoqJhzWBWzYkQMq2vW9XONa1p/xhUVE+6aMCKuioqYUAGVnNMwOc/0dKrvjw7T1WFiTz7v8wxU1w19+1bVqXvPuefcMKNvyc7NndCa7skvn34Y9bzb49EazAVBEIRugxjSBUEQBEEQBKEXYAjZ49zhbQjHGQwV2AzFTmVdHQB5qWlAQ3hPAHcvN6Q3oFJaVKY5M3L8PwBIy9B61nprff3ZN9PcMU0ThGZgtFgwhXgodjqicxYEQegQQsVtrFGdzu8tW+tMa/f2CO1PuGG3xDAQiPRID0UnYd+DqGlpqPqWRGcIjRAWUk/8miQIgiC0A2JIFwRBEARBEIReQqrBF8rdE6I0C+yBqIbsnR6LoVnZgFbpZtD7yvV2j/R6R2BqlUb/IVrP86TktVHLeHbvBSA5wdCeTROEbklZtW+7CY+3adkkdAZq2P+CIHRXgiO40PGhooSfAsBqbAhbvaesCy26EuKD2er7X/bkbhRTyALl2ptvxnnYYc14G7auTxVFlT3SBUEQOhkxpAuCIAiCIAhCL0HvV/rUekI90n3nYu2RqCnv904JNWzp/eHd3Z7ereDRG5ruv4oyA5edOITCPcYm8wpCd6Asfw8Am1b8GPe6MxOTANHld33kAglCt6cRQauGmQdTE4qCx1UOWQjY3Qkd/2/Pz+PGx8YCNG64lRczfUwh0aRMJlzTp+MZNy5m/hR2AH3QeKSHrhPUPGayQE0QBKGrEVdD+ubNm7n77rs54ogj6NevH4mJiej1+mb/GQwyABMEQRAEAZrhGCsIQiuo9O+N7gzR3DR4HDWttNH5je7ekPKBfdIdrpaENezJFEWcMZrLMBhUPB6FLz5KYe9uU5RygtB9+XXxx3Gvc3hubtzrFNoDUfgLQncn2lgwdmh3HVAMgLeXRyPqSag1ddz+9D7YbDJGbQ6KorD/z79i+rBhP/T6U0+Nmd9APVCpORe6MFm2ThcEQejaxMWQ7na7mTt3LiNHjuTee+/lyy+/ZM+ePdTU1KCqaov+BEEQBEEQBEFoHzL93hOeUMOH0vzQ7kGP9JC8NfW+xbDV9b17UWxjUxmTqYJPVv0ZrVS7tUcQOgKj2dx0pjbicNk44M7Den3UC0EQhI4kIHHDRyq+YaNvHOhVRS73HGRM2lLG7bs/xl9+wfjFF8Fz3oyMqHm96AG35lxotIfwyA/hSGh3QRCEziUuhvQzzzyT//u//8Pj8YhRXBAEQRAEQRC6KAn+CFBFTkfwXEs80gOGdJe7ITR8TkodAE637BrlI3o/DhlZz+2P7Qx+VvBgwdePzQmrLwidRiPK23PvexgAgyn+Hmw2UyGwDYAVW9PYWWKN+3cIgiAIscaC/nNheUuqq2gwpLd/24T2pdF1tCFbQQmR5A4bAYDx22+D51yTJzdSQkET60FtmDupsihFEAShS9Nmt5H33nuP9957Lzjoys3N5ZJLLuGggw4iLy8Pm83W5kYKgiAIgtDLEKWMILQLxc56AArr64Pngh4OzTCkB7J+s25N8FyyzUV+uZVdpWLkagpFaehjCxXBY3dldWc0RxBiEjCOpIwcxYCx42Pm0+vbLxKFQe8EhgG+LSlU2YtbEAShXQgY0KtLS4LnlBgu6WP7DSBoSJfQ7j2HaNMAcZJrFgpAdTUkJOA+4AAMq1ej3707Vs5mENnvtfWOKPkEQRCEjqLNs95XXnkleHzYYYexaNEi7HZ7W6sVBEEQBEEQBCHOpBlNlLicJBuNwXOK38u8OR7pAU90S0j5rUW+sX+9q5d7pKsRB5FZQhTOiia8fi/vO6HL4fS7qB0y+yL0hs7ctsGNQjUqCaLP77KIIU0Qujtl+XsAMBgjo4uEh5z2PfG+d4RHvGi7PRIVKT4Yfv8d95QpADguvRTDqlXoN21C/+efKF6vf9yvHe97m+09oJJgkQXLgiAInUmbNTY///wzAHq9ngULFogRXRAEQRAEQRC6KH0tvmhR3hCLVDCcZzMUaXlp6QAUV1cFzx0wuBSADXsT49bOnsrUwyuDxwohsTRFDy10MXLMls5uAha/QUf1Pyui6hcEQWgf+o4aA4DX2xDKO9Ye6TqdDvFI7x3odu6Mfl4vb+QAU089CwDTN9+g/+OP4Hn3hAnUn3oqrkMO8Z9RCQ/tHrpAsLEeVWSiIAiC0Om02ZBeUlKCoiiMHz+e3NzceLRJEARBEARBEIR2IKpS1G9IrywparJ837Q0ANITGozmLo9vSlFQ0fmGt67OiLGhYRlVPP75kylFFiEIQjjXzTqOvNQ0xGDTRVHkeghCT0Gn1wPg9TYs8gsY72rD9snWKQqyR3rvwPTFF9ETRPwHOfCkU7n+1f+i1NVhefttLPPnY1i1KpjuOuQQvBkZ/k8KkNlQOCSig8PZEO0rGs2JHCYIgiC0H202pGf4XwYpKSltrUoQBEEQBEEQhHZE5zd8hHqkV5f5PMqNZnOT5RMsPmO50+0OnktP9O23/umq7Li1szvSoHtuXNF1+oXFgC+0u+LwGdYtQ/q1Y8sEoXsyKq8vL1xyBYFnSlTIgiAI7YPi32JGDTGaV3lcAJS5nNq8hBrSxaLa3WnMQKsranqRreDDmuhbFKvfsQPze+9hXrgwmFZ/2mlRQ7sf+o87g8e3/Wd+SIqMeARBELoabTakjxgxAlVV2b17dzzaIwiCIAiCIAhCOxHNI92WlAxE3xczHJN/r+T88rLguT5JPkN6osUdtUxvYd3qjcHj+rp6TdpXnyyLyK/gRXH6lNNJ6Qnt2zhB6Nb4JNZJj04LWbAidB1E4S8I3R2d3qceDvVIzzT6FlgawqJP6HQNhvTCyqYXYQrdF4Pd1tlN6DYcP/dGzWf9unUk+V+P3uxsUAKh3etCcwWPnJ7G5lHynhUEQehs2mxIP/fccwHYsGEDW7ZsaXODBEEQBEEQBEFoHwJhOtUQhYzJavWda0bIwKyklODxtqJCAM480Ld/oqL0biWP3r/IAOC9Vz8GICk1KXhufPJ0CvOLGTzS54WuhCjSFAmRLAiNsAaADXsT2VJk7+S2CIIg9DwUnU89XLh9a/Bcsn+BZfjozjeWHApAvavNamWhkwmO/6PNA7y9e5FsS0jKyNR8VoBDvA3PR0pSGT4zjDVGDY3PBaodg4CdwF/b0EpBEAShtbR5xHPOOecwYcIEAG688cYmcguCIAiCIDSNbAEmCO2Dzq+j8YQ8Y0r0ndOjkpbQ4Dm9cW8+ABajLwxoYK/03orJHNjbUA3uNXrosQeRmOzrs5rqWmaNO4NLbygARqOwb+c0VBC6HYcHj1QJIywIghB3ygv2AmCxN4zzGkaH2vGhzyN9eQe1TOhMLBkpnd2EbkNCalpwQUqAPiFml0uVWdipA2pi1KDEOPaxpfBSoC/wUFubKgiCILSCNmu7TCYTb7/9Njk5OSxatIjzzjuP6urqeLRNEARBEARBEIR2YJejNnis+K3rzfFIVxSF8f0GAA0hCE0GX3jPPWWxPCx6B6Hd9+Sb/wDAaDTwc8H/OPjIKQDo9Tp8zudrUSgH8UQXujhdY12bE0Wp6OxGCIIg9Fj6jRrrOwgZzMRaZqlTFMC3hc32YjvPfTlIFkF3Y1RP7D1Txtx7ZdTzXo+MX8PR6fVcO/8NDj3vouC5jP79wekKfh7DprBS0Y3nqpoYUb/bkxRxThAEQeg4DE1naZxvvvkGgH/+859cffXVvP7663z88cecddZZTJkyhezsbEympvdbDDB9+vS2NkkQBEEQBEEQhCi4/ZrOTFPonpbNN6RDg2fS+yt+4tiJ+wa93Gvq2zy16NYEuk/RKRw4Y7/geaPRwG3/vI5Z477X5B/RkY0ThBbi8d/Quxy1DLdHKnQ7CpfHF/GiufJJ6AzEoCII3Z2WLqoMmNdvXjgegLW7k3h89qp2a5/QOaRPmwDrf+rsZnQbdHo9+xxxNPsccXT09Ij3ZXRDui5s8WBv3z5LEAShK9BmbdeMGTM0e/qpqkpZWRnPPvsszz77bIvqUhQFt1v2XxEEQRCE3o7b48EzejQAHnfsVfKCILSMZIMv/PguR8j+3AFLeDMNVcVVVQDsLisFIC3BGccWdmPUiIMISovLKcwvJqdfFmN3FjQkiB1K6GLUe33vXotO36ntyEtNA3yPiKiRBUEQ2oeAXldVvRHnasL0tD6PdO387F9LhokhvSeiixLItrqaxKTmO8wJjSETAEEQhO5C3DYyDKxaVBQFRVFQVbVVf4IgCIIgCFvWbcN51FGd3QxB6LG4QxWlQY/05pU9bh/f3t5rd+8CICOxPpi2vdgWpxZ2ZyKVYvaEhn6Z0ncWpUXleDqySYLQQgZa7S3K73Y6cdbVNZ2xhViMxrjXKQiCIGhx+LfoLNqxI3iuzh8RpNarHbH4xo2y0LmnEBz/R5kHGGyWiHOmZcvat0E9msYM52JUFwRB6Mq02SO9f//+Go90QRAEQRCENuOVxXWC0B5km30KMRXfQlhFUYL7dId6ITVG//QMAJx+D6Uka4On0vsrcrl2Vvj+f72NSPmV2z+bCfuPYdVPfwJQ76gXFbTQLfiitIAxCUkkG6N7n5ms1uDx1tW/MeKAqR3VNEEQBCFOrFn2NQDbVv8WPGfxeyOHRybR6cSQ3ltQjL1726Z4E2k9iR7aXRAEQeh6tPmNuG3btjg0QxAEQRAEQRCE9iZR3+Dduam2mmH2xIZFsc1cv3LQiFEAWE2RhrUqR+/1Hm0qutYbXz7HmYdcyh+/rAVEBS10bRL1DaqCdTVVHJCSHjWfxZ6A0WzGVV+Px+XqqOYJnYzLBV6vhPYVhJ5MoiEwptOOb+qczohzQvdFbcQlXWcSQ3pbUWnMRN58Q7o8cYIgCJ1L3EK7C4IgCIIgCILQtTGG7HW4cO8OvKoa9EhvrorG7FesekMMx2ccsBMAnSJqHqtagauqJuK8xWrh5NnHBj+v68hGCUILmZ6WiV3v80L0NiEbcoeP7IgmCV2IDX80RCIwW+obySkIQncl1ugwOzkFWQ7YO1D0+qYzCY0Sah5Pp7yR1MaM6uKtLgiC0NmIIV0QBEEQhK6H2OIEod04Ij0reLytribokd6UR3UAX0hPqKyrDZ5LS3AC8O36jHg1s9uhqgrjeJu71DF8nHUEZSvWNJo/0tQuCF0HvaJjsDUBgD2OOtzN2Pph68pf2609MizoWoS+LuyJtbEzCoLQ49DpdMChnd0MoQOQrVzjQcMLU0cqAMnspGUjG1VM6YIgCJ2MGNIFQRAEQRAEoRdxYEqDsbvG426xIb2qrg6AspoGU/C2IhsAS37Pjlczux2qqtKfn9DhxVvvpHzlhog8B0yfFDweEnJelGNCVyRwX66pqeSt/B0x89VWlANgttvj3wZR4guCILQ7B5x4asS5WB7pOkUBbO3dJKGD8Hr9V7gFdt3mzhkELeWYmMwr3E5/TmQuMCUkNfZ4R5XlhIIgCJ2OGNIFQRAEQehyyFRRENqXwdZQg1dgj/TmPXmbCwuCx/X+PZGPGFsYr6b1aEZNGI49wad8dgCqGAmFLszYxJTgcanLGTPf0P0OaLc2DMvuvYtzBEEQOorM/gMAyBsxKnguuJApbHiok7FLr0dnkL3TW0M1h3IsdwBwEE8Bb4akNjxXXjVVU05BEf2IIAhCJyOGdEEQBEEQuhx7d6c2nUkQhDajAoquZR7piZaGvXF3lhYDcNJ+uwHQ67zNtcf3PMJ+d8XK9VGzHXP6zA5ojCC0nSG2BC7KG9Ts/Ku//Jwdf/4e1zbodXqevvCyuNYpCIIgaFEUn3p49/q1EWnh3rA6RVTJPYoWDtwLsttv8VxPx25ObCRIe+h5szZF1q4IgiB0Os1aQnbYYYcFjxVF4Ysvvoia1lbC6xYEQRAEoXfi9TbMFg8+ZVIjOQVBaA2KX1mjhh43U5Gm1zUoUKsdDgBSbD7PdI9Xh8ujYDL0Pmt6uKI5/6NvmPjUzZ3UGkHoOEwhi2s+ffZfzPnX8+32Xf9YNJL5l60QpbIgCEIcCd1GY8+mDeQOHR47tLsuUgCn2Pa2X+MEoQegJiRQXW5GbYZPo04Jj/TV++ZVgiAIXY1mGdKXLl2KoiioqhqxR1kgra1Eq1sQBEEQBGHgmNzOboIg9DiCw25VbfEG3aFDdpfHA0CCxR08V1ptIjulvo0t7P6YUpOink9JTw4eq1lZHdUcQWg3xkw/lJLdO/nj6y9xOura6VtKgBQWLBvI7SetZUhWTTt9j9AcVK8o9QWhJ6GEGMcriwrJHTo8Zl5faPe1QEMY+PLadwAZ03RHVC+g7+xW9GBMJgA8Q4ag7PKixuxssYkIgiB0ZZodj6cxDxVVVdv8JwiCIAiCIAhCxxDqZRQI56l6vc0rG2JJ31ZUBIBB3zCe31SQEJc2djdUVaE5HiNX3nIR/3judk664MTgObe7eX0vCF0Ri93O/iec0s7fcnzwqN4tYYU7m+2bdwWPLTZLJ7ZEEIR4oGjCtSsh/0bxSFd0wDFhZ0Wv2+0R3Xy7oNuxw3egqih4sVMUI2fD/Cp2+HdBEAShs2iWR/pLL73UqjSha7NB3UuK2hCGLxELfZVU6lU3W6K82EcpOQBsU4upw6VJyyWFZMVKqVpDAZWaNBsmBijpeFQvGyiIqHcofTAqenaqpVSj9V7qQyLpSgKVah27KdekmTEwWMkEYK2aH1HvIDKwKEb2qOVUoPWMSMNOlpJEjVrPDko1aQZ0DFN8K2k3qgW40So2+5OGXTFToFZSitYTIhkruUoKDtXFVnx7hroravwDJhiZ1geArRWlODxuTdm8hCSSTBZK6mrYVL8Dt9KgkLCZbOQk9sHtdbO9bBfhDEztj16nY0/lXupcDk1ahj2NZEsSVfXVFFYXa/vQYKZvsu+6bi7ZFlFvv5RcTHoTBVVFVDu1vzXVmkKaLYVaZx35VdrratQb6Z+SB8Bez17MpS70hoaBYG5SNlajheKaUioc2vslyZJIpj2denc9uyq011VRFAanDQBgR/luXB7tfZiVmEmCyU5ZXTmlteWaNLvJRnZiH1weNzvKI/twUFp/dIqO3ZV7cYT1YaY9nSRLIpWOKopqSjRpFqOFvKRsvKqXraU7NGkG1UFaogejXs+u6gqqnNr7O9NqJ8Nqp8rpYFe1vx8qFQxqNSYMDPHf3+vUvRHhYgeSgVUxkq9WUE6tJi1wf9eqTrajba8eHcP99/cmtRAXHk16P9JIUMwUqVUUU61J6+oyYo+7iHWqO/hi6y4yIpRAH25Ri6gnTEaQQpJipUStppAqTVoCZvopabhUD5sIDwMGw8lCr+jYrpZQi1OTluHUkYqFinoHe2q018ZqMDAwKQ2AtaUN9ZbqLLgVS1xkxLaynXi82vswNylb8zlUPnW2jNhTuZc97j0audZaGQHQP6UvRr2BvVWF1DjDnmVbCqnWFKqdNRRUaZ+50D7cUro9YlFi3+QczAYzRTUlVDq090uyJYkMexp1Lgd7KrVhGPU6PQNT+8Xsw/4JiaCHoroaiuu01zzJZCYvIZl6j5stFSHPjV+udbaM6G7jiI0Us8dt0Mi1eMqIQF/tUSvI8L9jqtX6iL7IIok0xU6FWscefx/utVZiGWDBW+/lh03rOf2AKaxV80lJqKO82spGVznpaj6DycSsGNilllFF2PiEBDKVRKrVenaG9aERPUMV35hpg1qAJ6wPB5COTTFF7cMUbGSio87tYltlmSZNp8CIVF+9WypKqPc0yJ5SnYX0pH5tkhHhz2HF6o1sLtkWVUbsd/JE1jzzHxi4DwAejyfqWKwjZERZdSV73EVBudYWGZGTmIXNZKW0tpyyOm0fJpjsZCVm4vQ42Vm+J+K3DkkfCMCuinzq3WHPckIGieYEKhyVFNdo7xer0UJuUjYer5dtZZFydkBqXww6A/lVhdSG9WG6LZVMi5FKp4Pd1VrZY9EbGJTseweuKy3UjsQqFYapll4xjihRffXUeT1RxxEBGVGl+p5xL2pQjlgxMlDJAHxy1g0audZcGVGUUI1lwFY8e8pwuVLZoZYyGiPQOhmRoyRTp7rYFtaHCgojFd8YZLNahDOiD1NJUiwUq9UUhfVhYJwcayw2gmx0isI2tYS6sD7MJplUxUaZWsteKjRpVkwMVNLxqirrSyPrHZqcHnOuQUIWiTZbu4wjPCHy05ZmCcqvriIjPG41KNcSrNY2yYgUazLV9TUUVGv70GQw0S/ZFzUpeh/mYjaYKKwupqpeO69KsSaTbkul1lVHfqV2bBPah9HGyTlJWdiMVkpqyyiv094vieYE+iRkUO92srZMe780qY9wp5BGYtznGtHGEQHCZUQ4nTWOaImMCJVrAzpbRhAZXj0wTo7Wh5kkkqEkUKk62Frb8MztdBVhVBvu93K1VnN9dphKwVhH6HBen2AI5mmuPmJzVTFOVXsf9ktMJsFobtlcw88o//29rbKUOndIpCSdhbTEvu02jugoGRGQa/ZyL4Mz+/t+axtkxK4K3zWvdtdgDHOS3lmxB6dbex8GUFEjxqwdobPcVLKDUq/22RmcnIZZb2B3dQWVYe/ADKudTDpfRugKC/H27+9P91LOANLZEtFH+mQjHv/lUnRamegxq9RVNvy+QJrT7cZkMMRdRlSr7RVdSBAEofvSLEP6+eef36o0oWtzqfdl9N6G0dIxyjjuV06hgErO8kbua7dKfxcAd3gXsRrtwOg+5WSOU8azRP2T+9VPNWlTGMKz+nOpwxW13q90N5KGnYe9n/E1GzRpNyhHcp4yhR/Ywl+9b2vSRpLNW/o5AMz2vhhhEHxHdwVD6cPz6je8p/6mSbtImca1ykzWkM8l3lc0aX1I5HP99QBc6X09YhL5b935TGYgC9WfmK9+p0k7WdmHu5UT2EVZw2/93vefUafnhzOvAeC27z9lfZl2kP3AtGM4ov9wPt2+nsd++0aTNrnvRG4/dB41zlqu/+RuwnnzzGewmaw899NrrMz/Q5N22f7ncuyImfyyezWPfaft/xEZQ3jo6DsAotb77IkPkpOUxeur3uXrrd9r0s4afyJ/mXAy64o3cc8X/9SkZSf24bmTHgJgfvV8apdoJxsPzrqdkZlDWbT2Mz5Y+5km7ejhh3H5AeexqyI/ok1Wo4WFZz0LwEPf/B87K7QKlltnXMsB/fbhi03LeHWl9n6Z2n8/bj7kaioclVF/69tnv4BOr+PpH17ij4L1mrSrDryQI4cdwg87f+X/ftAuHhqbNYL7jrwFj9cTtd5PTryYLFsiT65cxhc7N2rrHT+Vi8bsz6+Fu7n+2w81aYPJ5D39lQBc5H2JmrDJ9ELdZYwih5fUZbylrtCknascyF+Vo9hIAed552vSUrGxVP9XAOZ5F7ITrZHhad05TGMob6u/8Kz6tSatK8uIn9jC09Vv83RIWreREX6M6Fmhvx2AW7zvsi5skvOw7jSOZAwfq7/zT3WJJu0QhvOk/i9U4Yjah9/p/kYCZu73fsr3bNak3Zx/GGdkjee7PVu54wft8zguPZuXjzwLgHM/eyOi3njIiDs+f4jKem0fPjjrds3n0Gers2XEMz+/wp/V6yHkErRFRrx4yqNk2NN45df/sHyH9lmePfE0Tht3HH8WbOAfS5/QpPVLzuWpE/7h+11L7o9QSDx6zN0MSR/IO398zKcbvtSknTDqKC7e7y9sL9/FzYv/nyYtyZzIq2f8C4D7lj7B3iqtsuLew65mUJaBdzet5vk/ftSkHT1gJP9v6iwKa6uj3i8yjvDRXBlxrvd5qCYo1+ItI6aqU8kll+fVb/ir4vMg37hjDfeG9fEtytGcpezPt+pGblPf850cBUPvGUrtplqS/rQBcJb3eer7HALV47mzYDVpo97mQ9019CeN/1O/4hP1d029lyuHcIUyg1Xs5Erv65q0fqTykX4uAJd5F1AWtmBsge4iJtCPBer3vKb+oEk7U9mPm5jOtsqyiPvQbjDxzem+d+vNyz5mS6VWqdZWGRHujOW06rj+k7tjyojZmxpklMfTBWSE/7Zpi4y46/AbmJQ7js82fsXC1Ys0aYcMmsL1B82hpKYs6m9dNPtlAJ5c/m/WF2vfVddNu4wZg6eybPtPPP/Ta5q0iTljuWfmjdS766PWu+D0J0m2JPHiijf4eddKTdpF+57FaaOm8+PeHfztu080aSNSM3lj1jkAXPD5W7i8XUtGdNQ4Ik1N4zAOo97r5fHKH/gyQXsfBmTEz+o2ABwhsno8fXlVfzFAQ70hcq25MuK/+65m6L5DWXuNCi643/sJs/BFdGiNjLhVOZZtFEf8VjsmlutvAeBG738jFo4+oTuLGYxgkfobT6rad+sRjOYR/emUUhP1XfWz7jZMGLjX+yEr2K5Ju0s5nlOUSXylruMeVTsn2I8BvKi/ALfq4dwlke/WxuYa5088gVPGndIu44gMDgt+/m3PHzz9yf+ALigjlrRdRpw4ehar9v7JQ988rUkbnDaAx469B4C/fnovbq/WIPiv4++jf0oeb/3+Af/bpJ3fnzrmWM6bdDqbS7Zx++cPatLSbanMP/UxAP7+5aOU1Grna//viJsZlz2Kj9f9j3f+/FiTNnPodK6ZchF7q4u5Iuwd2KQ+YuJxHE1m3OcaUccRfqLKiBA6axzRYhnhl2udKiPwRK13ie46skjice//+Jw1mrS5ymFcrBzMr2znwx/fo7///NMsBe8erldOB2Cpup6HvCGyPwvMWWbqQ4bzyfuncJb3PqD5+ojrf1vErlqt0e9fM05ias7AVs01fvnLPADu/mEJv5do34HtOY7oaBmR9nUqL53WNhlRUF0U/K155cOYkjVBk+/RZc+xpdR3H57GaZo0l84V0U8dobOc++kDEfW+f9wF9EtM4ZnV3/Pp9nXaescewJy+0zpdRpyhG+hLVBQUvFGN6ACp09Mo/lAlmd1U26z+un0yu6qfC2ullVq/WjD4vTrAG38ZEb44QxAEQQBFlbjqvY7KykqSk5NZ9tyDpFjFI73dPdIPqIGklnmkr6tP7xEe6R6Xly8//pUBU9J7rUf6/ok1LfdI/9EuHukhNEdGlKh1vG2rZmqteKS32CN9ho7UrJZ6pPdvd4/0/5u3mqxs33dOvXJsMK2zZcTOkj2s+WYXg6Zm9lqP9EH6nS33SP/RLuMIPy3xSF9uM2jkWjxlxPK9VeypdTEpw4b1w6Ws/OwT+h04mbFXztaUjeZJ5vK4mXL3rXjrvVy33zH848xzWKvmM/mSy6lzGrnvss858aB1neeRfqSOusT6Fnqk92+zR/qi14r56qIvOXjgu+ByYawsZdzGV2LKiNX7XEn1pT7D/oHHjUPXP3Ja1lEe6VuXFwXlWm/0SLfWrW65R/qPA3rFOMLtVXl/m+9ZGpFkY1yGNox3QEbsLNjOf2+8Eb3FzJHPPwxE90gPlWvNlRGP//wJ93/wLp49e3C5Uvn4/jeZ1bd3eaQ7Z1ayPto7sFGP9HEk2nLaZRzx3SIXez74nIQxKfQxlTP0koOAriMjPG41KNd6o0e611VOTdlPmrRmeaQvzRSP9FZ4pAfkWnf2SF+5+jtWPOJbkDx+zrkMmjaVPeWwtLSQQYlm9s20B8vV1dcz+cqbwdVwb+bmLWTJ/b5npLn6iPUHbsWZ0BEe6f17jEf61uVFDDsoO64e6V89uhqzRYdaXsV5//wLoPVIX/601vBdurKU456frjnXETrL7cXrSPNqr0+THumORBxLTJ0qIz5490ucEydi/OorFn19LrO4jUS/DPhryOhSZ7uL42tLOYineEf5J/9+xcjY83yG9L55n1FXYaek2veu/WPBv9jvjpsAmDF6LK/95Zr4eqTX1XHgnJupqKggKSkpoowgCEJvRAzpvZCAIb3w+VdIt9o6uzk9HvcRVZDasn0vC/TDcSnd/9p4XF7WLN7D6Fm56I29by9Do1pLlmdD0xlDKdNh+DyxfRrUg3EBixONzKpy+QN9Cs2lq8qosyY+z7Gn+hQPs+84rl2/qyWIXBO51lG0t1z7z94drK+p4piMHJQffmDpay8x4sBpHHvVvGaVv/Wt13nwo/e5YPqhvOg3Bh/90EEs+T2b+Zf9zPkHb2+ihvajs+Tae68W8sdT3zDwOJ+h0bR4MWd+91TM/D9efC8b/KHdp54wkSET+rbp+1uLyDWRa03xVWkBy8qKmZyUxqzMnKh5ygsLmH/D1egNBg4+61xqKyvQ6fSMmnowqTm+93lr5dpzX37OlS89j8lQitOdyu8PfMbovKqmC/Ygutp47f3XC8n/cAkJY1IYnOBi2nUnt8v3tBaRayLXOoqeMg8t3L6V1273GeZmzbma0QcdwrKyIr4qLWRiYgrH98kL5nV7PJgvOAv4FJgFwIic91jzUMu8WFsj11qD6NcaZ+EdX+Iy1WoM6aG8eu9Hms9lK8uY+87siHztTXeVaw/991XqJ03C+NVXfPD12ZzC5ej8BvS/hjnMPOzfG72GVO549Xn0s33RAAZmfE6Vwxo0pHtefRv9bF/EiBMmTea9626Ka5sr62pJvex8MaQLgiCE0KzQ7oIgCIIgCB2J1Wru7CYIQo9G8StqVECn8x+rzVdmuv3eLyXVDcYsxR98prcu01VRMCU1KDads2ZRtWE7icMHNFm2/8js9myaILQ7eoNPteBxu1n62svB839+u5RLH38mrt/1yMcjGNynhitnbiItwdV0AUEQBKFRvJ6GMaDT4WgkZyihAz4lZi6he9Bbx+/tjScQAcsf2l0XvhdUDF5d9jX4w+p71djmm/DolYIgCEL7IIb0XkxReSnu+oYwhBaTiWRbIm6Pm5Kqioj8WSnpAJRWV+Bya8MvJdsSsJjM1NY7qAoLv2QyGElNSMKreimq0IbYBMhISkWv01FeU0m9S6sISbDasJutOJz1VNRqQx0Z9HrSE1MAKKwoiRj0pScmY9AbqKytpi4sxI/dbCHBasfpdlEWFsZRr9ORkZQKQHFlGR6vVqmcmpCEyWCkuq6GmnrtBMNqMpNkS9D0oWdnDVT4QrtnDvS1t3R3JW6Xtt6kTBsWu4naCgdlFXs1od0NNgsJWWl43R4qd0aG9EsekI2i01GdX4Lbof2t1vRkzEl2nNW11BaVa3+r2URiri+UWvnWyPB5iXmZ6E1GagrLcNVoQ1ZaUhKxpCbiqnVQU6ANk6QzGEjq5wuTVF9WQvk2RRPaPSEnHYPFTF1JBfWVYfdLog1bRgrueifVe8JCVioKKQN9XjCVuwrxurT3oa1PKia7FUd5FY4yrZeK0WbBnpWG1+2mcmdkKLVAH1blF+NxaEOpBfqwvrKGuhLts6G3mEjMyUD1eqnYrg2TZFAdZOR60Rt0VBTWUF+rvb/tKRbsKRbqa5xUFPlDhFUq6MudTd7faQnJGA3R72+b2UJijPtbp1PI9IfqLq4qw+PR3ocp9kTMRhPVjlpqHGHXvIvLCEdpBYU1DSGQu4uMCKAo0CfZ14clVeW4PdoV/YE+rKmvo7pOG1LObDSSYk/C4/VSXBnZh5nJqegUHWXVlTjd2j60ValYU404qp1UFmvrNZr1pOb4VnAXbisPni/T+WRUPGRExfa9qGF9mJCTrvkcKp86W0ZU55fgKC3WyLXWygiApH590BkM1BSU4qrV3i+W1EQsKYk4a+qoLQwLUW00kNTX14fl2/IjNB8JuRkYzCZqi8txVoXdL0l2rOnJuB31VOdrwy0qOh3JA3wGvcqdhXjDnuWUPlYwQ025g5pybXvNNiPJfey4nR5K94T0r1+udbaM6G7jiMKqChwuQ1CuxVtG1Lt8v6myrppUfz6ny0lBufaeSLTasZktEX2oqF4yE+2kJ/hkREF5CcmWbeSlVOPy5FNQXhLsw4raKhxO7bvVbrGSYLFR73JSXqN9HvV6HRmJvlYVVZbi9WovTqAPq+pqqI3ShzbAVe+mLF97zRUFMgekAJFjsTLdXkxZOW2SEaqqYtQ7AZPvpNtN6e+bMWVnRJURzhC5qeiij8U6QkbUldVo5FpbZIQ9Kw2jzYKjrApHeVgf2q3Y+6Ticbqo2h25RUzKIJ/XctWeYjz12vvFlpmCKcEWVc4aLGYSctIbkbNZ6Ax6qgtKcUf0YRLGZB2OGieVRdrnxmDUkZbn88Ip2lYeEdq9j8faa8YRgSB2jkZkhDEhgX1OOoXSHTuoLimmZPs2AKpKfO/qgvIS3KCRa82VEV6Pk7yUJCzGdThcmSxeZaSgcgwWo4fzD/6hxTIiyZaAy+2mtLqFfWhPwGI0U+OopTpsnGw2mkixJ+LxeiiuLI/owz7JaSiKQll1Bc6w5ybJasdqtlBX76Ay4h1oIDUhGdWrUhQyFguQ3jcp5lyjLr0aQ6qtXcYRAIr/qXDVOILyq6vICI9bDco1c4KlTTLCkpKAs7qO2qKwPjQZScrzbRFTvjUfwowZgXFybVE5zuqwPkxOwJqWhKuunpq9YXJWrye5vy/0dcWOAtSw+9CenY7RaqautJL6Cu17zpRgw5aZgtvponBnubZemtBHGBNIgLjPNWKNIwCMBgNpCckAEbIFmi8j4j2OaImMCJVr6Z0pI1SVwijhzjOSUtDr9JTXVFHv0vZhgsWK3WLD4aqnJKRscVEBJVXlQdN4nbNec328qgejXofLo5JiK8RuqiTdXkxBue9eba4+oiS/Ek9F2Fwjy47JamzZXCPQh/77uyy/Cld9w3NTptuLqU92u40jOkpGBORa5U49qYN9c97WygiNnK2rBJMhKNMBKncX4XVGX6imwx0xZu0InWXZ1r0oXm16Wm4iBpM+tr6NzpcRitKgCzXp6giNIp+Xsil4XOdKIBBFXqd4uO2tBeSlXAtAVtJuthT5FuZmJOymoLyEvBTfGNVm1FNX74irjKiqq4vIJwiC0NtpliF9wYIFzJ49WyP8OwJVVXn11Vc577zzOvR7ewvvff8pFmND8KmReYM5etJ0qh21vPHthxH5rzv+AgCWrFxGfpl2Yjtrn4MZ1XcIG/Zs5as/ftSkDcjM5ZQDj8Tldketd86RZ2EzW/j6z5/ZUrBTkzZ99GT2HTKGHcX5fPzLUk1an6Q0zjnkBAAWLvs4Qgk1e8aJZCSm8uPGVfyxY6MmbfLQcRw0al8Kyot5+/vPNGkJFhuXHnGGr49+/Jxqh3ZAe9qUo+iXkcPKbev4edPvmrSx/YdxxIRplNdWNfzWb33/6Qw6rnrpRACWPLOCou3aAdesq/dn2AF5rF++k2VvfKpJy540gil/PRtXrYOvbn2OcI578RaMNgurXv6YwtWbNWkTLjyGwUcewN7fNvLL0+9q0lKH9WXG3y8FiFrvEY/NJSE7nbX/+ZKd363WpI08dQajTjuU0o27WP7Aq5o0e1YaRz7uG/Dt/vITdn6qHXhOv+cS0of3Y+Mn37P5k+81aYOOmMzEi46jek9xRJsMVjPHz78VgJ8e/0+EguXAG/5Czn4j2b70N9a89YUmLfeA0Rww70zqK2qi/tYTFtyBXqdj5QsfUrx2myZtn0tPYOBh+5K/Yh2/vfCBJi1j1EAOvvNCvB5v1Hr7PjGLhDQryxf+waaftZONKaePZr8TRrB7fQkfP/aDJi0tIYXzDz0JgP8uXxyhkDj74OPJSklnxeY/WLVtnSZt0uDRHDJmf4ory3jru080aVaTmcuP8oXr+uCnL6mo1U4oTj7gCAb2yeP37ev5YcMqTVpXlhG7ivPZ9ctS/hOS1m1khB+9TsfcY33vu8W/fkNhpXaSc+y+MxieO5B1u7bwzZqfNWmDs/px4v6HU+9yRu3DK2edjdlo4qs/fmB7kfY+PCRrIuP7D2Lbqr18/uwvmrTsoamcftcMAN6646uIeuMhI5bd90qEgnb6PZdg8Dbc86HPVmfLiFUvfUjJuu3sWtyQ1hYZMeup67GmJ/PHm5+z58c1mrTRZx7OiJOmU7J2Oz/8801NWmJeJjMfuRqAb//+Eu46rULi0H/MIWVQLhs+WMbWz7X3y5BjpjB+9iwqdhTyzV3/1qSZEm0c+/zNAPzwzzcjFkFMv/l0+o6FP77cyk/vaWXPiKn9OPKK/aguq4t6v8g4wkdzZcR//L81INfiLSMceUMgOY2fN/3BTL/uqLC8JKKPDx17ABMHjWJr4S4W//Zt8Hx2Ipw5eQLlfkXlG99+yP4DP2T/gVBdDW98Cxcedgop9iSWr/uNdbu3aOo9cPgEpozYh/yyIt778XNNWrItkYsOPxWAd77/LMJIeea0Y8hN68OvW/7k1y3a52bCwJFMZwxl+dUR96HRYuDyF44H4NN//UTpbu07sK0yAiDNvhcYGjz/y7PvMyk1OaqM8K7cCGOm+o67gIwIyLW2yIipf5tN1oShbP1iBeveWapJ6zdtPPtdfSp1pZVRf+vJb97j77P3KNuo3V9z3ytPof/BE9j9wx+sekk7tukzfgjTbjkPt8MZtd5jnrsJc5Kd3xcsZu+v6zVpY889itHHTGTnH0Usfkq7n3DmgGTO+n+HAfCfe77G6+5aMqIjxxHjDjwKgN2le3njl7WatFAZsdJUD0OzUPVOCNvdIbTegFxrroxwOIq47siDgfsAqHL04Z4P5lPlMLRKRhw27kBKqysifqvJYOSqo88B4KMVSymtLteknzD5MIZk9+fPnZv4bt2vmrRhOQM4br9Dqa13RO3Da46ZjUGv53+rl7OrRGtkmDl+KuMGDGfT3h38b/VyTVrf9CxOn3o0Xo836rv1wkbmGuPO9DD0pMPbZRyBbhJ6nU/+F6zayFd/+sYEXU1G7Frcdhkx7NipFP2xhZ+e+I8mLXlgDofdfzkAX9/5Al631ph1+ENXkdSvD+ve+5rtX2nvl+EnHMSYvxxB+dY9LLv3ZU2aJS2Jo//vBgCWP/gajlKtIfKgOy4gc/Qgtnz2Ixs+WKZJG3DoJCZddiI1heV8Fna/NKmPuPAARpEe97lGrHEEQE5qJmcddCxA1Ho7axzRGhnxHzpXRni83qj1XjLzdBKtdpatXcHGfK1gnjZyEvsPG8/ukgI+W9bwrlpduI3dK5YydOI0ALYW7mL3b99oyk4ZMpRvNsChI99h2tCPAd/YD5qvj/j4heVUFGuNfif8dSoDxme1aq5xzau+LSb+9/wv7N2kNWq35ziio2VE8Y+JHP30jUAbZERBWfC36p1eXBMPQKc0jHNWPPUOFdvyfR9GT9bUYVEix8IdobP8/LZXIuqd/cgRpGQl8OM7a1m/XDsP3P/kkRxw6JhOlxFqiJE+I3EPoVuYX3fkPNQ1m8DjZnXKxeBXj1qNdVx35JHAvGDehxb7rvnp+/2LN779wz8u8rFp7464ygiHK/oiCkEQhN5Ms/ZI1+l0jBkzhttuu40zzjgDna5995jyer289dZb3Hfffaxbtw532GpMoW0E9kj/86HHSLVag+e7urdpd/MkC3qkH1gDSS3zSN9R0adHeKR7XF5+e/N3Bk3J6LUe6cNyy1vukf6DXTzSQ2iOjKhy1rNYcTBVPNJb7pE+S8Xav2Ue6aW6/u3ukX7TAU+wz2mjATj+3EnBtM6WERU7itjw1W4GT83stR7pfc3bW+6R/oNdxhF+misjCqoqWG43BOVavGXE/6rK2eJ0MMWWSObadXzx0gv0n7APB18yR1M2lifZwu+/5f4P3+ewMRN546p5FJSXcN1r41m2PpPbTlrDSfvmd55H+okqLpuzRR7ppbr+bfZIf/fVYra/+SWZ0xKC5yem1zP83FlRZcTvtzzFNr8h/S9/m0X1rsh6O8ojfcvyoqBc620e6YnJOpIr/2i5R/qfub1mHPGnx8V35SWMsyYwxZagSYsmIzb/sJwfXl8QzHPNC69S6qjBDRq51lwZMX/p59z/wbscMmoMj5x9Pg9+NJonPjuY209aw9VHLOsVHumuwyspqoq8No15pNemj8aQ2qddxhGfLa5n70efYR+dSj+lionnHOLrwy4iIzxuNSjXeqNHulJfgXHnb9p6aYZH+nfp4pHeCo/0gFzrzh7pa3/+ka+e+RcA0y+5nEGT9mW9280XpQUMN1uYkZCiKXvJv5/nk1V/J8U2Gbupkv4Zy3jnWt+7sLn6iIKxu/HY2t8jvVTXv8d4pG9ZXsTQg7Pi6pG++KmfcKUYUMsqOe/RswGtR/qHr2mN/BUrizj3kaO0fdgBOsvqLVtI8+7QpDfpka7a8Hxi7lQZMf/TD3Dvvz/Gr79mydfHcJz3r8H8Tyb/ydyKMQA8ZV3B1XX7AVCnJPFcMoDP0SE39Qe2FA2gpPpgMhJ2s/r+j5h8h29f9GnDRzL/smvi7pE+4qbrZI90QRCEEJod2n3NmjWcc8453HLLLVx++eWcf/75ZGfHdy+//Px8Xn75ZZ577jl27tyJqqod7gXfm8hMSSPdaos4b9AbgsruaAQmOtGwmS3YzJaoaTpF12i9KfbYL2eLyYzFFHu/3MBAJRpJtgSSwhQ+AUwGY6NtCii5opFgtZNgtUdNC+1Ddz8TpGonqQGlXDRsyRZS07JxKZHXRmfQBxUIUduUE/u3mBJsmBIi6wzQWL32PqlA9L4w2iyNljWnppMyMAe9MXIBjjU9GWt69PvJYDY1Wm9A8RMNS4pPsRwNncHQaL2JORkx08xJ9mAow3AUnS6iXqNai97jmzgm94leDsBsN9HH7g8DW6bDsE7b9na7vxMbub8tNhIs0e+XLisjEhPoY3RhjJLelWVENALGvWjYzVbsZmvUNL2u8T5MTYjsQ3diFeDFkmDCkmCKWTagmABQ9VoZ1RYZEVC2RtLw/o9WvrNkREJOOpa0+qhyraUyIhR7VlrMNJPdimlQ9GsOBBcPRMOWkYItIyVqmsFibrwP+0X2oVGtBU/DQqCo9Zr0mvslXK7JOMJHUzKiT0o6lkRjVLkWDxlhra8Dp4NEqx2dTg+AUa+P+XvC+9BktFJUVRM0NGWlpFPrGsDu8lx0ugqyUhqUtcm2RJJjDEHMRlOjfRhQtkYj0WonMUofuqnCaDZo78MwwsdiPrnm67fWyghVBbdXe7VqFEtQLoTLCJO94Tp1powwJydhWadGyLXWyIgAllTfYqpo6E3GxsdiufEbi4WSEKsP1VosdhMWe+x3YGb4vVSmw7DON5XuDeOINaU+pbilkec1VEa4Bw8jNNbS3q2b6TdqDC6IKteakhE6vYnd5ZW88f33LPzhB7zqv4CDefP7Zdx9SmpMnUEsGQE+A16r+9Biwx5jnKzXxZajAKmNvAOtZgvWGO9ARac0KtOizTUK9Am4aK9xRCGqf6xmtEcf63WmjPC4vBFyrdUyAjAlWDElNNKHgxrpw8wUbJkpUdOM1sblbMCgHg1rWhLWtOhjH4PJ2KJ3IABlvn6K91wjQFNjscbq7ehxBDRfRkSTa50iIxSliXFy9OcNwGI0k5uTF/xs8qqkJ6aglBcH08Pr/mTVr4BKeW0fymv7kGj7k6wUrSGzqXdgek5ShK4sQIvmGmEEFoIHCJ27tss4go6REQG5ltSvQS60VkaEylmvJQFwBGU6EFwA4ENrSPcSeyzcnjrL1EHZ9PFURk2LqW8r63wZEbpQzRM2T9hT0RDFqrau4Xu8qp7d5WUEolyZjA0ROYqr88hKSWd3ua8vKhzOoFyIl4ywmmtj5hMEQeitNMu1/LXXXiM3NxdVVdmxYwe33nor/fv358gjj+Tpp59my5YtTVcSg40bN/LUU09x+OGHM2DAAG6//XZ27NiBqqrk5eXx6quvNl2JIAiCIAg9isB0sxmBcwRBaAUBVVmxqz5ohFK9zX/e9P4IVR/+tiKkTl/5FlTTC5BFwULvI2/4SC557Ong57a+y/cZMBCzf0syr6oSGCVsLtiLI8zDUhAEQWg5oXLabNUahGNL8OHBI10juYRuQjPf1TKybT39+TFmmo6GyAJ2IiN/xOp50ZcIgiB0DM3ySD/77LM56aSTeOyxx3j00UcpKyvD7XbzxRdf8MUXvv0Dc3JymDx5MmPGjGHIkCHk5uaSmpqK1WpFVVUcDgdlZWXs3r2bTZs28ccff7BixQoKChpCvgSEf0pKCjfccAPXXXcdNlvs1WiCIAiCIPRMSov2A2qazCcIQusocfnCKiYZjL44hICqRvcKikYgHHWqvcF7IuAUqqq9U8UWTY8VHipSEHoLSRmZpOf1o2T3Tsry99B/9NhW17X/kGEUPv0iVQ5feNWb3jyAN5Y3UUhoV1RVFWOKIPQg+gwcFHEu8Iw7Y44PlxI0pks00W5L8bo9pE5MQ9FFv4b6tWvxjBrVwa3qgSgK+/Cm9hQNz5aOhm0O6kgConvfh7OzpLjpTIIgCEKbaXZod5vNxm233cbcuXN5+umnefrpp9m5c2cwPT8/nw8++IAPPvig2V8evmqqb9++XHXVVVxxxRWyB4cgCIIg9GL0OvEwE4T2JMdsJb/eodlKqbo8mvdDdAb38YWSLKho2BuwwZAev3Z2LyJ/eO2OyL02g7l1zQoOJgjdFp3ed49/8fILjJx6ELoo24o1lwSLlQSLz0vSboodhl/oeGQ7PkHo/uh0evqNGsPOtX8Gx3GBtYDFzvoYpS4LHilKrx389RiUxBjbEWzdKob0NmAwGkNM5FpCjede9MFjPa5o2aOSmxo7NL0gCIIQP1qsvUlMTOTmm29m69atfPjhh5x11lnY7XZUVW3xH/gM9KeffjqLFi1i69at3HzzzWJEFwRBEARBEIR2JGD2UAGPy6escdY2fz+80Xl9g8dev3e6TpSoEehs0fcpBChJzu7AlghCxzP5uJODx/U1EmVGEAShS6OEjg7B7fdETzPK4qXeQM36kqjnDb/80sEt6VkM2+8A30GURWehHulG6oLHppDjBmSeJQiC0Jk02yM9HJ1Ox7HHHsuxxx6Ly+Xiu+++4+uvv+aXX35hzZo17Ny5E5dLu4LKZDLRt29fRo0axb777sv06dM56KCDMMmKckEQBEEQBEHoMBS/KV0FjBafsdealNzs8n1C8m4pKmBoVk7QOO+V0O4N57yxw+WXe43BY3HoFHoiI6dMY8m/n8btlCgzgiAIXZ3w6BJJBmOMnPCfuTdwxpNPA1f6yrZnw4RORfF4wOUCY+z7QYiNLTERKkrxDIq2fULDPEEN8UivIhMoCsmnIk+ZIAhC59JqQ3ooRqORGTNmMGPGjOA5VVWprKykxr/y3G63k5SUJGG/BEEQBEEQBKGTCYZhR8WSkACA1x0r8GAk5hBlWpl/vB8I69lrQ7tH0XF5PbE7w7BuHc4pUzHhQSdh3oUezodP/pNBkybD7LM6uylCPOitcl4QegGBCKJa/3QtgzL7ABsjygiCoMXlfza8fftqznvR+Q3kPlTNJEJsJ4IgCF2NdtPYKIpCcnIyubm55ObmkpycLEZ0QRAEQRAEQegCBJWjKuj1vrW1hdu3tqiOkbl5APy2zVeuYY90GfMHKHTEnm7pdL5+yu6f2lHNEYQ2saqqvMVlEvx7dxZs3cwP776F6mr+vp/N4afNm+JanyAIQq8naNvzRy+KYiPXKQqE7O9sNHjavVlCJyILJVrNxMSU4LFqaPBn9GDSeKQ3jVwDQRCEzkRcHwRBEARB6HK4PKKMEYT2JDS0u97vXW6221tUx/r8PQB89vtKoGGP9N6q5vGqaDxLAHSN9YZfKakz6GPnEYQuQEB/btW3/F4947Z7mHX5NcGK4uG1aAhpx+LVv7W5PkEQBKEhtLsaGLs0si5Sp+iAF4KfTfqadmyZ0JWQ9bItI8dsDR6799lHk6Y1pDfVsdLxgiAInYkY0gVBEARB6FL87ZK/46it6+xmCEKPpiFcp4rF7gvtrigtmxpMGzYCgMzEJH9533mvtzcreny/3VhRpvkcld664kDodgy3JwKtUx4kpKYxZNJ+cW2PRLoTBEFoB8Jka+CTW430mvV5pNcD//EXbYlnrdCd6DPzgM5uQrdGF/JcOWfNCh4reMIM6WqUI0EQBKGrEJc90gVBEARBEOLFf1/6gEkJYwBZdy0I7UXw2WqDpmbm2PEs27COd3/+kWcvmtPoXpq9Dr/XrcflxutyozNGTrtUvaxpFnoHSujbXFWJ39s9J071CIIgCEHCIodsd9RGZAlsTwMVgTPt2yah08g8fDJbK2V03xZmpmfxv5IC0OtRFQVFVTHg0hjStVGttOMkbyOzq4rayOezvVFVFbfbjUeiCAqC0M3R6/UYDIZmLdQWQ7ogCIIgCIIg9DYC+5m3oQqzPyS8wW8Q1un8od17qa4t1GErqAzT6XjfciBTPnicnGMP0uR35/j2mPf20v4ShNbiCUa9uBT4uDObIgiC0GMx63zjuxSDMSJNF4xiJIOYns6Qq87kp/s/6exmdGuyTZbgsXvCBIwrV+LCHGZIbzhWwwzptfUOIHwLrhxgf5KsW9uhxbFxOp3k5+dT2wkGfEEQhPbAZrORk5ODyWRqNF+vNKRv27aNsWPHUlPTsIfPXXfdxd13393sOn7//Xdeeukl/ve//7Fr1y6cTid5eXnst99+zJ49m1kh4VpaQnvVKwiCIAjdiRSKgL6d3QxB6LE07JHeegXoyFyfIbikutpfJ/7P5ja1rSdgtFtxQjBM6vcnzGPGdy+RduC4YB5dRTmefv3wiiVd6OnEObzMkeMKeO7LIYDsySsIghAvgnuk+1dEJuhjq4yzkpP9RzKG6ekY7NamMwmN0s9iCx57+/WDlStRUMO80EOPtREeEswWKurCB1MbgAT2lN0T7+bGxOv1snXrVvR6Pbm5uZhMJtluRxCEbouqqjidToqKiti6dSvDhg1Dp4sdYadXGtLnzJmjMaK3BLfbzZ133smDDz6I16vdA2jDhg1s2LCBN954g+OOO4758+eTmZnZqfUKgiAIQndkBL8hhnRBaD/iEYY9JyUVaNgjvaLO57FUUdsrpxioKvRTVuBiGkog5GnIRGzptAs58J1HyD1phqZccqooKIWeTWRo97YxcUB5sGZBEAQhXgTCFWnldLnbhdPrxRQyplHC5G+4B63Qw+it4abihEGnI6HYTXWGATW4CIVGQrs3hwQASqoPAsri0MqmcTqdeL1e+vXrh81ma7qAIAhCF8dqtWI0Gtm+fTtOpxOLxRIzb6/bxOa1115jyZIlrS4/Z84c7r///qCx22g0MmHCBKZNm0Z6enow30cffcQRRxzRbIN9e9UrCIIgCN0RJ2JYEoT2JOA8UOSsb3UdZn+oT49//Go2+PbJS7K629a47krx3uBhYE90NTmZzEP3C55fNe/hhvyikxR6I3FQxjc4P4nhprNoSzQTQRC6JuGOpVa9Pni8ubY6Rim/LFBFHvds5Pq2lWxjne+gzv8/aszQ7hYqIso7XNlR61XRUVpdxTlPP86S31fFrb2N0ZjHpiAIQnejuTKtV0m+4uJirrvuOgBGjRpFbm5ui8o///zzzJ8/P/j5hBNOYOvWraxcuZJly5aRn5/Pv/71LwwGn+Js1apVXHbZZZ1WryAIgiB0f2TSLgjtQaXbZ+xObCRsZ1Po/ROOgCF9YIZvrzyXp1dNMRpwu4KHSYMa5hlj/n0PQ645CwCvwxlSwK98lpCIQk8nzvd4g9eWPDtdApFhgtCjCEjYNGPDVj1uVRs502Y2aXLL0pqejlzhtmLxaJ8hJcKQ3tDHZmqA9zT5TYaS6BWrOm5563UWfv8dRz/0/+LWXkEQBEFLr9JyXXfddRQXFwPw7LPPYjQam122traWu+66K/h5xowZvPvuu+Tl5QXPGY1Grr76ap599tnguTfffJNff/21w+sVBEEQhO7I/z74urObIAi9gjSjTwGqa4MBxKDXGtJNBt//TndvNao0/O6EdHvwuLjEwaBLT+6MBglCXClzu4J757aIOIsE8UgXBEFoB5TI0O6DrL7xTLjkNxmMHDxiVEhKr1IvC0LLiTJ+CjWkhz5l1WQAJwU/Vzr6EmvMo6Kwo6Q4Pm0UBEEQYtJrRjpLlizhtddeA+DCCy9k+vTpLSr/yiuvsHevL1yjoig888wz6EPCHIVy8cUXc8ABBwC+TesffPDBDq9XEARBELoj33z2fWc3QRB6BYFJQFv8SwIe6eW1vi2HjHq/Ib2XeqSrrgaPdJ1eR9ZA3/ZMoYbH+qKGPQzVoEO6GAOFrk1g4Q1AtadtWze0yhAfE3l2BEEQ4kVg3/NQOd2YlB3Xrz8NI0nxWO7RyOWNO3rcpLMl+DmFncFjNcxck2jZjU6JtR2XDp3SO+de8UBRFN5///1m51+6dCmKolBeXh4zz8svv0xKSkqb29YUAwcO5PHHH2/37xEEwUevkLS1tbVcfvnlAGRkZPDwww83USKSd955J3h8yCGHMHLkyEbzz5kzJ3j8ySefUF8f/YXXXvUKgiAIgiAIQiyCytI21GHQNSz+dLpdGA2+2pau6dOWpnVfdFp1c8E2XwjGP5Zt0oQ+LvzyZ99B0JLeIa0ThFZja8MWENAgb+KFeKR3PqrshywIPY8WPtah66K8Ymjt4cgFbg8u5ajg8bmc1UTu6NfA4cqWHVbaQH5+PkcffXSz80+dOpX8/HySk5PbsVWCIHRF2jYj7ibccccdbN26FYBHHnmE9PT0FpWvrq7mm2++CX6eNWtWk2VChXB1dTVff/01Rx55ZIfUK3QxaipQ6is0p1SLFVLSwe1CKS6ILJM3HABj8Q4Ul0OT5E7JxmtNQldTjqGyUJPmNdlwp/cFrwdTweaIap19BoPegKF0N7r6Gk2aJzEDT0IauroqDOX52vYazLgyBwBgyt9I+ADOlTEA1WjGUL4XXV1lQ3vcKhZnPZCLUl+LsXSXtl6dAVfWYN9vLdiC4tV6uLjS+qKabegri9DXlGnSvNYk3CnZKK56jMXbw36pgjNnmK/eou0obu2CE3dKDl5rIvrqUvRV2hBIXrMdd1oeeNyYCrcQjjNrCOj0GEp2oXPWautN6oPXnoKurhJD+V4MqgPF6/vNqtEE6T7DgrJ3V0S9akYWGIxQWQKOUm2iIRkMKeCtA6f2mqMYwOzfCqJ+J4TtXYYpC3QWcJeCu0qbpk8AYzp468G5N6xeBcz9/T96D3hd2nRjJuht4K4Ad3lYvTZfuuqG+t0RvxVzP1B0vu/0hi0GMqaBPhE8VeAK6wedGUzZvt9Yv1OTpACKfaDvg6sIPNprgyHF14+eWl+6pl4jmPx72dbviAy5Zcr2fberBDzVYfUmgiENvA5whj3Lis73W8HXD2qYB5epD+isvv5za2VEsA+9Ll//h2PxPY/R+zDdd22j9qHFd0+E9KFSVAP1/r3tMnNAr4eyYpR6rexRE5IhIRHqajFWbUJRLA1prZQRAB57Kp6kzKCMGGio5OBsHQfbVlKrTqCQTN/P6iIywq23+RvuxlS8jXBaIiNCUY0WXBm+Z86UvyGiXlfmQFSDCUNZPjqH9ln2JKTjSUxHqa/BWKp95lS9EVefQb56CzaD16OtN70fqskatQ89tmQ8yVkoLgfG4h0ADXJNUVCz/LKnaC9KmIeimpIOFitUV6IUVYGjIcx1Z8gIX715PpnZnWQExnaTEQZvNdlqAcnuGgxe6JOtQwnMDJrsw0Lw1NE/wcs+2b51uZVVBbjc40mxlDE2cw04Qp47TR9ujxIfNAd0JnAVg0c7PsGQBIbUGO9APZj7+uvdBarv/g7INTU1A8wWqCpHqdFeG9Vqg+Q0cDlRSgox6nQhcq11MiJL3Y3b7KAIULweslX/Na+E9KS+9MnWUVTgZccrH5I7IYdsayVutYCUGjDl2ztNRnhS/fK7cAt6nXYc0VIZEUTR4cwe6u/DbShupybZnZqL15IQfSxmScCdmgseF6bCrRG/1Zk9FBQdxpKdKM46bb3JWXhtyehqKzBUaJ851WTFld4PVC+mvZuC5wNyTc3MBr0BykpQ6rX1qglJkJAEjjqU8hKoVBrkWi8ZR+SoBdTj90xvpowI/hS3G5tdobZGxeiuRqnXjgVaKiNMbhP7ZK8EPCQZ/e1vgYxoqDfQh2XgDmuT3g7GDPA6wamdG6EA5kAfRhsnZ/jKRx0nW8HYpxnvwALffRH4yqIaVFMy2BOgrgalQvs8RptrhMq1eI8j+tSXYrIUU6PaAH3XkxGA3ZGPeW8NOkODhaE1MiJYb59BoDdiKNuDzqF9loNzaUc1hjLtM6caTLgyBwL46g2br7ky+qMaLegrCtDXap/l4DjZWYexJOyZ0+l9407AWLgVxdNwHxpUByQ7fO/A6kqUau39HVUfESrX4jjX0BBDRvganeIfi9X4nnVNvR07jmiot3kyIrl2N4ojREZ3gozw1RsYJ1f73jmhBMbJoB2jBX+rr3+TUxSsxtJgnjRvPoWqztflYX149r79+Hr1XtYUgdvjbbk+okqB1OTgWExDS+Ya4fe32Qqp6eBxoxTtDRvjxX8cEay3nWWEoaKA5NptGrnWWhkB4ErLQzXbSTLUkq26cFhKg2NMryURd2oOituJsWgb2UoRqGYA7NaG/u5InaWSYAcrUFeLUqGVParBCBlZvnyh+raAXOtkGYEznxR9MdlqPXpLJaZsHYV7fdc5LUOHIcw64ypXwQF97IXkJe7BbFhFhimR/glJVNQn+ZqtczGuz58kW1czJLk+OCdD9cZBRkSR3z0Mp9OJyWQiOzu7ReVaU0YQhJ5Bmw3phx12WPB4/vz5DBw4sK1VxpVffvmFJ554AvDtP37++ee3uI41a9bgCgnVOGXKlCbLZGdnM3DgQLZt2wbAqlWrIgze7VWv0LXQr1mOfsVnmnOeMZPwnHguVJZjnP9oZKE7fM9V5qKHsOxeo0kqPOkWqscfQcKapWR8+qQmrXbwfuw99yEUl4O+L1weUe22G97Fa08hfcnT2DdowyeXHHEFFVNOx7r1F7Le/rsmrT57KLsvex6AvPlXRwzAd17+Iq4+g0j59jWSfvtEk+bIOg4Yizl/A7kLrtekuRMz2HHdfwDIeeNvGMKUJHvOexTHwIkk/fw+qd+9qUmr3OcYio+/EUPZnojfquqNbL3N1+d93rsPc9gkp+C0O6kZPYOE378g/fNnNGk1w6dQcNZ96BzVUftw680foprtZHz6JLYtKzRpxUfPpXLySdg2/kif9+/XpHnzBuA+/1qAqNfcefktkJaJ/qdP0O36Rft7Uk9ATT8R6jajy39Mm2bsgzrA913K7kdQvNoJmzfvFrAORSlbglLxubZs8qGomeeCcy+6XdprrioW1CH/56t37zMoYUpYb841YJ8IlcvQlb6rLWvfFzXnSvBURtQL4B3yLKBDKVyA4livTcs8H5KnQ/Vv6Ipe0dZrGYHa9ybAE1GvCTAnPw4kohT/F6VG24fetFMg7VhwbECX/y9tvaZc1P73+n7rrgdRVO1kw9v3TrAMQCn/FKXiK23Z5CNQM8+C+l3odmuvuapLQB3se/8oe59CcYVNInOuA/tYlIqvUco+0JZNOBA1+1Jwl0bvw6Ev+uoteBGlXrvgw5t1CSROgaqf0RW/rq3XOgY173pQ64P16t5uSHde+3ewJ2D43yJ0G//UlHUffgLeA2agbNtA9nsLNGltkRFl0/5C2eGXBmXE/0sH5iQAUMl7PMZlQNeREdVDp0DiFejr4ysjHHmj2XPxUwBR691x9au40/JIXfoSib//T5NWNv08ymZcgGXnGnLeuFmT5krNZec1vq1tcl69MUJBu/vCf1HfbwzJ3/+XlB/f1qRV7HciJcdci7F4R2Qfmsy4bvT9BsN7r6ALWxTmOu0i1OFj0a3+CcNS7TXvDBkB4B34MBjSuo2MUHKug+R90Fd8ja4dZESmczVzWAT+NQXnzUlgxza/ZjpERmjKDnoc9IkoRQtRalehA371P6+7yr5lSNYUZg5eyn9PuQBCdFiquT9qv7t8bdr5DxS0ylBvv7+DOQ+l7COUym+1vzXlGNSMU8GxHd0ebVQpVZ+KOugRX717Hkfx+Iw4AbnmOudK1AFD0a9Yhv77LzVlPRMOwHPsmSjlpRjnP0q2pt7WyYjLjLBhUCpvAkZPLXMIkcHzX+e8OQk8eX8l5ux0Mj59kouHrQB+hrXA2s6TEdsu98n0vDf+iqEuPjLCa7Kx7W8fAZD19j2YirRK+71n3kvtiGkkrlxM2pf/1qRVj5pO4el3o68pj/pbt9y6GAwmMj56FOv2VZq0ouNuoGrSsdjXLSPzo39q0uoGTCD//MfA445ar/PqOyEpBcNXH6Fbp63XPeMYvFNnouzYjPHt+Zq03jKOuAzYxADggGbLiAA6YNQ4I7/84KRPzTpMe7XXvKUyIhv41R+o7at8/8LPFsiIYL25fwXbSJTyL1HKw95VSQej9rkAXEWR42QMqEOf89Vb8AJKvdZI7M2+HBImQ9UP6Er+oy1rm4CaOxe8ddH7cPBToFhRil5HqWsYi+neBveRp+Dd7yB0m9di+OANbbkoc41QuRbvccT5AIPgRc4CsrqejMDAxJ0vkbF2nSatLTJi+7y38CRlkva/50lY+40mrfSwSyg/6Gws21eR/dYdmjRn5gB2XfESALkvz4tYaLnr0mdx5gwn5buFJK9YpEkrP+A0So+6ElPBFvJeukaT5rEls/3G9wDIfusOjGHGOddZl6EOHon+1+Xoly3Rlm1CHxHPuYambAwZAeBNPwNSj4K6Nej2Pqutt4PHEcF6myEjFFcRM7bcqU3rBBkB4M04B1IOg9rf0RWEy9nBqP1uA4heb/9/oCgK0w41MzxrMexaDMCxgJ0DqXYPhrpdGn3EQVZYdFYaw/51L6racn2E/reD8PQ/xbegMew+bMtcwztyAu5Tzoea6ogxHrTfOKK9ZUTqD28xaP0HEDI9aouMyD/7QeqGTmZq+npmsQoGAS98CkDVuJkUnXwr+soi+r5wOXPMIQWHwRauAzpWZ1l2xMUweQzKtg0Yw/QR3qw83BffAIDhlSdQPFqDd2fKiMA44vBkOBxgKLgH2nn8Pt/CkmNPsZKVo93i9a3/emENnDPuPzx61G2atA/WHw2cRoqlgl/nHNKQcKhvTuZV69suI/Y0fytZVVWpra1tOmM7YLPZmr1F1owZMxg7diwGg4HXXnuNcePG8dVXX6EoCu+99x4nnXQSAMuXL+fKK69k3bp1jB07lttvv52TTz6Z3377jYkTJ7J06VIOPfRQysrKguHbX375Ze68806Ki4s56qijOOigg5psz++//861117L999/j81m49RTT+XRRx8lIcF3HS+44ALKy8s56KCD+Oc//4nT6eSss87i8ccfx2g0RtR30UUXUVhYyEcffRQ853K5yMvL4/777+fiiy9uVj8JghAbRW3jJmU6nQ5FUejXr1/QuNtVcLvdTJ48mZUrV2IymVi1apUmdPrAgQPZvt03Ybvrrru4++67o9bzyiuvcMEFFwQ/79q1i7y8vCa/f+bMmXzxxReAb1/2+fO1Spf2qrcpKisrSU5OpvD5V0i32lpUVmg57qm7UAwt80jfm3cYLsXWIzzS1/5Uz+ATxmLwOnqlR3q61zdpbrZH+vYyDF+HDQTFI91HI96mbmBx+kCOqlExdidv0y7gke45sAaSWuaRXlqVgLudPNKffeBlhr/9P1SbjdrZ51NIJrPvPK7LyAi33saqH2H0EX2wlm0jnN7gkZ7u3dEyL5E9Veh/EI/0lsoIl6kPi5OTmFVWhLEdZMSK0m38VrqFobYEJnngwyf/idMJFz3xVos8yfa74yYAbj/1UpKT/sJpj43n4MHreP+65Q3lOtiTLCDXWuKRXqLrHyLXWicjPvm/33H98R3F+x7GmAMGMDiphp+X+BRYx156MJufXMiKhz9gyLxzGDRzND98uxnMZoaOzmLEtOGdJiMcqQNYs3gPEyc5eq1Herp3R4s90oNyrZeMI/69azP1mDhv4AEk6vUt8jb1eNy8cMMt1NaojHjleY5yVmpX9LdQRhRXm5j14MGASkHNvjx50Q2cPGl8j/ZI9xxYg5rXMo/0ULkW73HEFx+VUr78B2oG9ad/sp6DL5zapWSExw3b3/+F4Qcm9VqP9LTk2hZ7pAflmnik++ttWka4vE6+NxYxtcbdINe6qUf6oiceo3jLCqafcSrDJh8IwKLCXWxxGhiQmMspmRmaPnS63ex7ZyVriu5jbL9XWXVXcYv0Ee4ZCvRvf4907Riv+3qkK8X5bP9iM4OnZsbVI/3lM58lb4wRx9ZSTv3HiUCkR/rHLzQYn6s2VnLKqz5Dekd7pGdai1rska7/oWt4pH+3dQNrjHr0mzZh+uKLRj3S95SncYujKOiRDh8DycBBVNQnsfHJXzGff2LQI31M3wdZvtG3cGzFQ2+2WUZUlq0nde7tVFRUkJSUFMzicDjYunUrgwYNwmLxPVM1NTVB429HU11djd1ubzojPkP6L7/8whVXXBE0Ko8YMUJjSK+srGTQoEEcc8wx3HLLLWzfvp158+axYcOGmIb0H3/8kalTp3L//fdz0kknsXjxYu666y5UVY25j3pNTQ3Dhg1jypQp3HPPPRQWFnLJJZcwffp0Xn75ZcBnSH/vvfc4++yzufbaa9m0aRNnnnkmjz/+OJdeeings2vNmzePefPmsXz5cqZPn87OnTvJyckB4L333mP27Nns3bu3066RIHQHosm2aLTZIz01NZXy8nIGDRrU1qrizj//+U9WrlwJwM0339zk/uOxCBjbAQwGQ1AgNUX//v2Dx9EWGbRXvUIXw56MmpoYPc1gRM3uG7NoQGEaDa89Bac9JXqiTo8zZ3jMsu602As2vNZEnNYY7YWgYjlqvSnZkNKw3tfj8uIw+SYJqtnWaJsCBvVoeJIy8SRlRk1TjebG6/Ub96LWm5CGJyEteqLe0Hgfpse+bl5rEk5rEqpai+rxRqQ3ds1JSgdLjP7XWRuUGtEIKFujYUjz/UWt19x4vQGlRdR6k31/0VAMTdTbSDgkfaLvL2q9uoh6VXwLM8DlUxxHLtD012sDfWN9GPuZw5ju+4uGztLEtWlkkZQhxfcXtV5ju/ehmlkFqWH3aWpG7F3QrDZcCUNxKdEXYrVERoQSkBHb3Emk7PXiTYA6JTOoKOsqMsLj8gJ74iIjYtFovak5QPTxgmq2N1o2oEiJRuN9aAnWG1WuZWbHvl8SklAzU6LLtQ6UERpERgDg0SWyV8kiQ5+M3mYPKnNqKyuwJSU30Yd9gn1Y7EplZ0kJv+ws4th9PJQ7UvmjaBxYoih/oUGxHLXeDN9fNJp8BzY8cxFyLTEFNTElxneaULP74tJHl2stkRF71VL09b6Jl6rToxs2lr2f+4wB9dnDqNClo6qgerx8fuxt1PgX8bpKExkU8ux2uIxw+frK2WcweqMu+m9tpoyIRkA5HLXeRsdixsbrTY897vHaknHaYo1PdJp6I+RaanpsmWax+sZxZl10udaDZES4nN2rVDf0S5Nyto9Wzrpd1Nb4Srv0NlRLauyyzZARboeZ3/ZO9J9UmffqS5y837PNlhERGFJ9f9HQmTppnJyl+ahmVoHdf59a7ajW2IrjwFwjmlyL1zii0FxAkWMTdsUEeLqgjPBSY8mhPjs3qlxriYwIx50a+5p7LQmN96F/8UA0PMlZeJKzoqapJmvjfdhHq49T1Vrw+BddJST5FgNFI1QfEU2utdtYrE8jYzG77y8WHTCOiKAJGVFhG4gaZqQM0kEyQoM+wfcXi1j1KlBRrlLnSmuYK5r1VLsqMOv0EX2ouN2sKfIZm1VVbbk+IrEK8AbHYjFpaq4R6/7WGxof48VpHBFOe8kId3IWFTZPVLnWUhkRSqXbhl5Jo8ahRNShGkw4c4azt+Y3SPA9l2V1poZ6O1BnaVRrwVMEVptvQWwMNPdSuFzrJBmBZQCGbDt7SwvQOwqx7G0Yd5YWR+oMHfgWShTW9KGwpg+wGkgHJvpz/Irba+S3vRNJs9eSmp7Ib4E6Ff+90SYZ0ciz3I0ZNmwYDz30UMz0N954A0VReOGFF7BYLIwePZrdu3cHDdfReOKJJ5g1axY33eRbXD58+HCWL1/O4sWLG/0eh8PBggULggsBnnrqKY4//ngefPBBsrJ81y41NZWnnnoKvV7PyJEjOfbYY/niiy+itmfq1KmMGDGCV199NdiWl156idNPP12M6IIQJ9psSM/NzaW8vByHw9F05g5k8+bN3HPPPYBPUN56662trquysmFVWWJiIjpddAVTOKGrtqqqqiLS26vecOrr66mvb1hFHPheNxBjqC/EEbcbcDUv1EwAj1fFo0QOprobHrdX839vQ6equDwtu/a4IxfYC03jDvtfaD5dTUap3sgnwOPqOjJE5JrItY6iveWaJ/i/ijmlQfFTWlyMMSmG4jAK+wwczM6SElbt3M6sffx1qkqnjjE7S6553V50mT5DkuoFs6VB0fj7t5vQ+R+E4mW/acrVVtd3qpwTuSZyrSW4aPkc0oO2f9sq19xhl8vhcvb4eW2XG6+FLD5RvWqXGquByDWRax1HT5qHBq6/hwY5n2LyxfT2qGqEnHWHhFT2qi1/N7RGrrUG0a+14DtiyfLQaDtq58zPu7tc8zQzBHlzCH3WVCB0mBWP8VBL6rDZbFRXVzedsR2w2VoWZXffffdtNH39+vWMHz9e45G6//77N1pm7dq1nHzyyZpzU6ZMadSQvnbtWiZMmKDxpp82bRper5f169cHDeljxoxBr28I+5+Tk8Pvv/8es95LLrmE559/nptuuomCggI+/fRTvvzyy5j5BUFoGW02pB9yyCH8+eefwf2+o+3T0BnMmTOHujpfiJ6nn366Ubf8pqipaQj70pJ6rFZr1Drau95w7r///uCiglCWJhix2brG9erRrIixgr5Ryvx/PYP1/9vbdKYeSwzPo8aIHRBAaIL/JYpMazFdTEaV7gh/r6msWRwlLG0nI3KthYhcazXtJdeKHL5Jeb5Bx+KQ7/i2vpKEFnxngcG3EPTbzRuZkeCrs05RNHV2OJ0k14q2VJNbXw7AnnUlmOsbFr9u+XUPCSt9ssyt03oFuOu9XULOiVxrIb1MrgUU0UsTjC2e86uekAXjqtpmuVbu0aox6knsXJnTEXSx8dru1VUEtsyt2FPbJWRYNESutZBeJtfiSU+YhxYYfeO4P8w6dvl/T0Gt79xOoy5Cznq9egJvh2pdK8Z+rZJrrUH0a43hrvcbxdXmzbvd9Z5OlPndV64F5l72SZPwvPNOC0trjfChz5rDm8ReQ8M46z9qHX/729845JBDOPPMM1vV1lp9859lRVGaHV69s+ku7QwQPt5WFAWvN/YilvPOO4+//e1vfP/99yxfvpxBgwZx8MEHt3czBaHX0GZD+gUXXMDTTz9NdXU1L7/8cqPhLjqKl156KbiH+DnnnMPMmTPbVJ/LFbLXVPjGJY0QmtfpdEakt1e94dxyyy1cf/31wc+VlZX069ePGdUu0mKFnxLihvvQKkhp2RrIIv1QXIq16YxdHI/by/r/7WXEzGz0huZFXOhJGNU6Mj2Re2c1SrmC4asuMtLvRrjxKS9mVrna/mLrZXQ1GZX2SdjkRoHRsxoJidjBiFwTudZRtLdc+6Xew24g2+VlVpWLikGDKdy6hYnVToZWNX98+EN2X37kR0ZmZjG11uePZfbCrBbUEW86S6798u0OWOv73n5jMhk9PRdDHxcrlvxJYh8Lg087gN8++wyz0UXokiFrorFT5ZzINZFrzWEVPnPJjGoXiS0USl6Ph2APq2qb5VpRTahC+U2qqk7D8eVPnDS5axpz40F7yrXqSh2KDuwJzfcwXFdUQIl/++DkXFuXGquByDWRax1HT5qHfuJW2QyMqXMzzj+O+6HeQz6Q6x8vhqKqKgFDut3T8rFfa+RaaxD9WuN89bK/LkWJKctXftNwnQxmfafI/O4u1352+OZeeWYre0xm3M76Jss0kEGoCSf0WbPqKsgOiVKwcuHb7NmzhzfffJOXjjmFOmc9DpeLVHvzw3tX1vVOW8GIESN47bXXqK+vx2z2LRf8+eefGy0zatQofvzxR825H374ockyL7/8MjU1NUHj/nfffYdOp2PEiBGtbn96ejonnXQSL730Et9//z0XXnhhq+sSBCGSNo/z9ttvP6699lqeeOIJbrzxRkaPHs20adPi0bZWUVhYyI033gj49pJ49NFH21xnaKiQloSwD80bbdVTe9UbjtlsDr4AQjEQe1sqIX4oBsDYssmBXq/gVXrOhF9v0MXcc7Mno1cVjLoWTgwNSrefgHcmItdaTleTUYouMuRZV5QfItdagMi1NtFecs3g92xQ/PWbLH4Fo8vZou+bNtS3v+GeslKMiu/eUL2dK4s7S67pQuSXTq+gN+owmn13v6JTMFh9od5Lv1+lKTdyUr8uIU9ErrWAXizXjLT8+faGvdrbKtdMmvrOAuDfXw7h9B5sSG8vueZ0KkzqMwmADc5fCIkg2ig6fcNFUHRKl5UdItdaQC+Wa/GgJ8xDA8MYHQ2/xeAPR62oauTvUxQChvSMhCSMLQwq3Rq51hpEv9aCumPVG3qZlM6Zn3d3uRZ4vRbUO7j6+Vd4/IKzWlD6aM2n8GdRF+Kx7nK7NPmyrrmMitpaip99qdnG9O4uy1rL2WefzW233cZll13G3/72N3bs2MEjjzwC+LzBozF37lymTZvGI488woknnshnn33WaFh38Dl93nXXXZx//vncfffdFBUVcc011zB79uxgWPfWcskll3Dcccfh8Xg4//zz21SXIAha4vLme/jhh7nyyiupqqri0EMP5dprr+WPP/6IR9UtZu7cuZSWlgLwwAMP0KdPnzbXmZDQ8KIJhItvDrW1tVHraO96BUEQBEEQBKE5qH7NmE7nmxYU7djeovIB4/Gu0pKgAlal/fe77I6kT52gPeFfHJuRm9LxjRGEDkSJs0yIVpva/raYHklxQYOJoa625xiaBEFoDZHSNXAmlogd169/u7VG6ELIS7bNBOZJpS4nu5xNOdO1oL/DHlun2635XOG3IazYsrn5dfZSkpKS+PDDD1m5ciUTJ07ktttu48477wRib8l74IEH8sILL/DEE08wYcIElixZwu23397o99hsNj777DNKS0uZPHkyp512GocffjhPPfVUm3/DzJkzycnJ4aijjiI3t2tFCxKE7k6bF2YddthhwePExESqqqp46qmneOqpp0hOTmbQoEEkJiYGlXONoShKMCR7a/j+++956623AJgyZUrcwsxnZGQEj6urq6murm6WAXvv3oZ9a9LTI/dxaa96BUEQBKHHEGPlryAIbSNcMVpf6ws27mpBlCSAoVnZweN6l2/Lod6qa1NDf3gU0WUbkIMpPRlnSYXmvDGpe+3XJwhtQVXV6JbwFqAokULG7Wl+WHKhAYOhoS/dLhlzCYIAzroG553AQii1CcNeTX0SUNKezRI6lYZ3rNJbB/ptZIQ9icXFPn3+0tLC+FWsgsdrBK4CPsNujm7w9fby67Z06dKo59Wwfpk6dSqrVjVED3v99dcxGo307+9bNDRjxoyIMhdddBEXXXSR5twNN9zQaHvGjRvHl19+GTP95Zdfjjj3+OOPaz5v27YtIk9NTQ1lZWVcfPHFjX6/IAgtp82G9KVLl2rCWwSOVVWlvLyclStXNqseVVVjhsloLgUFBcHj77//vlnG+wD33HMP99xzT/Dz1q1bGThwIEDE/hQ7duxg9OjRTda5c+fO4PHIkSMj0turXkEQBEHoKYhKVxDah8CwO6AHyOg3gIKtW3BUV7WonsGZDeHnftnm83Twqr30yW2GfmrkHZeyep4vRGDgIvTS3hJ6E3FeFBetut3+qHRCy9CHaIQeuiWPe5/e0azw7r1cHy8IPZLAosrA/9Agb70xnnmn2+cM5PE2c18IoVuiqE0tpRCaIslgJM1ootTlZLujFpvFgtLCBcyx2Lj3XOAyAFSOj5qntxvSm8uCBQsYPHgweXl5rFq1iptvvpkzzjgDq9Xa2U1rFK/XS3FxMf/85z9JSUnhhBNO6OwmCUKPIy6xu1RVjfhrLK2x/F2RUaNGaT43Z3GAy+XShLcPr6M96xUEQRCE7sr7r/Xc/U0FoSsRHmrZ4o+KVLx7Z7TsMQlduPrLlo1A7zWwqNAyg2Egr1jShW5EVVjI0OagWTAfBwER7ZGpro+PMrq3EeqR/ta/M1n9s0TIEITejtnWIAd0TXik6xQPAG5vcfs3TOg0vKps/REPZmXkBI/djTjSJVBMEs3UiyhQXD2uyWwer0TuaQ579+7l3HPPZdSoUVx33XWcfvrpPP/8853drCbZsWMHWVlZvPHGG8yfPx+Doc2+s4IghNHmp+qll16KRzvigtlsblGo87KyMrz+F4nVasVmswXT9CHLsAcPHkzfvn3ZtWsXAMuWLePss89utO5ffvlFs+/59OnTI/K0V72CIAiC0F1xOWcDyzu7GYLQa9hT7xtXmiy+VfbWhMQW13HsxH35eOUvbCjYDfReQ7pWxxzdOm7NyYhyVizpQtcncHvvcNSQa2m9V463ro53n3gIi83O8dfegE7Xci/GaKHdVXmOWkX42p96h/SjIPRWkjL7ANpQxwGJsNNRG6UE1Lt9+kyzwQzURc0j9AB67eA+vgy22jEoCm5VBaOx0byncSnz+bhZ9YaOi2I5K3pVMaQ3h5tuuombbrqps5vRYgYOHNjlHVUFobvTZkP6+eefH492xIWjjz6a4uLmr4IcOHAg27dvB3yC8u67746Z94QTTuDpp58G4L///S+PP/44JpMpZv7XX389eDxmzBiGDBnSofUKgiAIQndE0cd+BwqCED/qPD4PogyjGYD0vv0A2LVuTYvrspt9dazZ7RtX91aDVnP2jMw95bCQAkrof4LQpelvsbHDURsRzaKlONato8AvZ8r37iUtN6/FdcgzIwiCEH+CW3WGxHF3eH3jxVRj9Dlaqt3qLyvej4LQFIqiMNKexB/VFU0OZnL5jUO5n8nM52mWUU1WzLxKyB72saYjNfX1rWqzIAiC4ENiszSTCy64IHhcXFzMc889FzPvrl27eOWVV6KW7ah6BUEQBKFbIqtoBaFDSPZ7QQRCdQaiMSX3ia2kicXovL4ADEjPBGLvo9nTac7PVnQ68k4/QntOrIJCNyDJ0LjnVJMEN9oNVfa2TlgkmN2M7VuhOZdoka1hWoPHv6iqORTsMVJV6VMh3XLZ0e3VJEEQOomgIT3EczXdv+Ay1iIqoz+oiFeVsUyPRubocSPwpKT5508BJs06FltycvDzZg7jGG4lk00cwd+bqLPp66OT+YYgCEKbEEN6M5k8eTInnHBC8POtt97Kd999F5GvsrKSs88+m6qqKgBycnK46qqrOrxeQRAEQeiOHOj5orObIAi9gsCel9Ue337H9pQ03+ey0hbXte8gX4Sk4iqfYUvtpcrUUB1jY7oqQ4K16UyC0EOpXbUqeOxtxX7rADod/PL//sf/bnkeeAMAk6E6Hs3rdRTmNy+i36a1Fqb2G88Ro8bidoPXI6okQehpKIrvudaEdvcPVWItfNL5Q0p7vCITuit6/O/ixoalYkePG4EFK2MOOVxzfsY5FzDnyefJt88CYBINEWnNVMXtewVBEITWISOdFvDEE0+QmenztKmurubwww/nqquuYtGiRXzxxRc89thjTJw4kW+//RYAnU7Hc889h9Xa+B5y7VWvIAiCIHQ3Mr35nd0EQegVBFQpJS4n0OCR7nG5Wl3nnnKfQaasppdu0dBMbx3VFVBY+q+C6LWEXkBAxlR9803w3C+LP2p1fQa9SlZyDbCrrU3r1QSuS1NsWmMBoGivkdrqlu9rLwhC10fRRXqkBzzRY41w9DrVX0YGM90Vj3/XV0tq7MgzanNXiwpNEjDEeFFx73cPABNnnQj4Ilel2hwRZVLY3midtc6G97Iqqx4EQRDahXbZxKaqqorly5fz66+/UlxcTEVFBaqq8uKLL7bH13UYAwcO5P333+f444+ntLSU+vp6nn766eAe56Ho9XqeeOIJjj/++E6rVxAEQRC6K19zI/t3diMEoQdj1/umAYn+/61JSb4ERUFV1RZ5LeSlpvmPtPvz9TY9W22NCUsz8vU5cgo7Xvsk+LmXdZPQS5l66ln88e1XlO3ZHbc6zQYj4Fv8o1fER6A16A1ao/jCF95jzcpCzrnidMzmXrooShB6KcGxX8gePYExSizTXMAjXUK7d38cJa1fTCs0n9DFKTddOxr4rya9f+JeCou0ZZwkNFpngrme8lrfcWu3zREEQRAaJ66G9J07d/L3v/+dN954A4ejYQVVQBkXzZA+c+ZM1qxZg6IofPXVVwwfPjyeTYo7U6dOZfXq1Vx77bUsWrQId5RwdPvvvz+PP/44U6ZM6fR6BUEQBKE7sPzLn/lw4WfBvTp17bLUTxCEACadz+gUMH0bTH6Diari9bjRt2A/5FF5ef6jhrDwXhX0vUynajK5Yq4eKNzR0Df9zp5FzZZdrFD9hr/etuJA6JVMPu5EUvr248N/3h+3Ogf3yQK2AJCRmARIePeWYggzpH+4cDEfLvyavAG5HHXyoZ3UKkEQOoNood0DxPJy1el8I0mvhHbv2YhtNm40tV1C1oC+FG5ZpznnxB67PtRmrcr1euUiCoIgtIW4qakXLVrEhRdeGPQ+by7nnnsuF110EYqi8Morr3DffffFq0lNsm3btlaVy8vL4+2336aoqIhvvvmGXbt24XQ6yc3NZfLkya1eDNBe9QqCIAhCV+eS4+dR76jnZA4GwJ7lOy8LqgWhfdD5tThe/0OmNzYYzt0uV4sM6SaDkeHZOWzYWxc85/UqwXCfvQU1ihbL4/YtDnLVu6kqqyEx1Y6iKIy641JW3OsLay12dKG3sm31St76f3cGPw+bfCCTjjqm2eUVRWFETh7r85EHqZXodFrjV0ZWOsUFUFNV00ktEgShs4ga2j1o9IteRu/3SC+qGgAUt2fzhPaiGcN1JUG2Fo0XgbduqX97rXCiRQXzEDtCTPj8I+azqpPFLh3NwIEDmTdvHvPmzevspghxYvbs2YwaNYpbb721Q7/32Wef5eOPP+bDDz/s0O8VtMRFii5ZsoQzzjgjaEQ3Go3MnDmTefPmMWTIkEbLnnHGGdhsNgDef//9eDSnw8jMzOTUU0/l2muv5a9//SvnnHNOXIzd7VWvIAiCIHRV6h31ms/2RN9nvVH24RSE9iAwCajz+gy9hhDDeU15WYvru++Mc9CEdm9L47otkb86d3Bm8Hj7mvwY5cQAKHQffq8ub3VZe2qq5nNtZQW7168N/n339putrlsW3sWH3P45TeaZNW60/0g6XRB6FH4DnqoJ7d74Huk1Tp9cL6ke1K5NE9qfRiW6R+R9vCh3+0Lob6tr/oI1FYV0NvEwCnOQaDGt4YILLkBRFC6//PKItKuuugpFUbjgggvi+p0///wzl112WVzrFDqPVatW8cknnzB37tzgOUVRov49/PDDwTwDBw6MSH/ggQc0dauqyiOPPMLw4cMxm83k5eVpnI0vuugifv31V7799tv2/6FCTNrskV5bW8uFF16Iy+VCURSOPvponn/+efL8IR7Xrl3L5s2bY5a32WwcccQRLFq0iHXr1rF3716ys7Pb2ixBEARBELoxGVl1gJnUPomd3RRB6JFY9A2LVFxeL8YQLwW1FaH/xvfvT6gKzutV6HVGliiWvMQ0O+m5KZTsKWfrH7sZO21oZDmxowvdAKfXH763DY915oBB9HvoIcbuKsCAEvR6rKus5ItX/o3Xv71LS1B6m5zpAhTs0XrGSTAAQegZRAvt3rBHenRZm2TxLb5MMBdFTRe6Ac2Q4WpFNUqSrf3b0gtI0PtMMVWeyC1dG+NvDANgKEuBq4Lnw8dBsZ5VAfr168fChQt57LHHsFp9URYcDgdvvPEG/fv3j/v3ZWZmNp2pC+N0OjGZYkdD6Cw6q13/+te/OP3000lISAiey8/XLpT/9NNPufjiizn11FM15//+979z6aWXBj8nJmr1nNdeey1LlizhkUceYdy4cZSWllJa2rA1nMlk4uyzz+bJJ5/k4IMPjufPElpAmz3SX3zxRfLz81EUhZkzZ/Lhhx8GjejN5YADDgge//77721tkiAIgiAIgiAIjWDRNRjS3X5jljUxCYi9Z19jDM3Kobd7pGu6LcSylJDsU9SUF1ZRU+ELf+/1hoRN7ZDWCULbmJTk8zrUtfGGtQwfztDJBzJs8gEM338Kw/efwqCJk+LQQnmS2pOSopZHKhEEoXuhBD3SI8co7hhjw75pG/1HvXHk18No5BK2Zm4gRGdcYkqj6bs3rItyVmE7B0Q5709V5Po0h0mTJtGvXz/efffd4Ll3332X/v37s88++2jyLl68mIMOOoiUlBTS09M57rjjNI6iCxYsICEhgY0bNwbPXXnllYwcOZLa2lrA54n8+OOPB9MVReG5557juOOOw2azMWrUKL7//ns2bdrEjBkzsNvtTJ06VfM9F1xwASeddJKmbfPmzWPGjBnBzzNmzOCaa65h3rx5pKamkpWVxQsvvEBNTQ0XXnghiYmJDB06lE8//bTR/hk4cCD33nsv5513HklJSUFv+mXLlnHwwQdjtVrp168fc+fOpaamIaLC008/zbBhw7BYLGRlZXHaaacF0+rr65k7dy59+vTBYrFw0EEH8fPPPwfTX375ZVJSUjTteP/99zVbHNx9991MnDiRf//73wwaNAiLxQJAeXk5c+bMISsrC4vFwtixY/noo4+C5drS7nA8Hg9vv/02xx9/vOZ8dna25m/RokUceuihDB48WJMvMTFRk89utwfT1q5dyzPPPMOiRYs44YQTGDRoEPvuuy9HHHGEpo7jjz+eDz74gLq6OoTOoc2G9NDY/P/6178i9thqDiNHjgweb9mypa1NEgRBEARBEAShEfSKElSOOkIUpgA1ZaWRBZrBiZMmB48/+u231jatxzFhxojg8btPfoHXq/Ld+yuD56LthSgIXY2ufpeW1VR3dhO6Jc21jezatiN4PPmgMsAIiAeqIPRECrZF6mVj7ees96uAvfHZOVToFJrxIhBDetxICtlOqyzKc1Wya2fUciU0RLVyOBvK1dQ7CL2GvkUP44CkNre12Tx3CPxzVMf/PXdIi5t60UUX8dJLLwU/z58/nwsvvDAiX01NDddffz0rVqzgiy++QKfTcfLJJwcXQ5933nkcc8wxnHPOObjdbj7++GP+/e9/8/rrrwe3MI5GwFC9cuVKRo4cydlnn82cOXO45ZZbWLFiBaqqcvXVV7f4d73yyitkZGTw008/cc0113DFFVdw+umnM3XqVH799VeOPPJIZs+eHTTyx+KRRx5hwoQJ/Pbbb9xxxx1s3ryZWbNmceqpp7J69Wreeustli1bFmzjihUrmDt3Ln//+99Zv349ixcvZvr06cH6brrpJt555x1eeeUVfv31V4YOHcpRRx2l8bZuDps2beKdd97h3XffZeXKlXi9Xo4++mi+++47XnvtNdasWcMDDzyA3h91r63tDmf16tVUVFSw3377xcxTUFDAxx9/zMUXXxyR9sADD5Cens4+++zDww8/jNvdEJHiww8/ZPDgwXz00UcMGjSIgQMHcskll0T00X777Yfb7ebHH39sUd8J8aPNod3XrFkDwLBhw1q9j3dqyF5pFRUVbW2SIAiCIAiCIAhNEFC5BEI211VV+s63Uln26LnnsehX3/FZTz3G6Qe83MYWdjO8RI1xnJyRQN6wPuzeWAjA5pU72PbnnmC60lYXX0HoxQQWoqzasY2ymjRS7QlNlBAao7hgOrCXH79ZzSnnHRc83yDafuD5RQ72SXcDLQ/FLwhC16Wm3Bd5IjUnN3gusPWPXR9dfazX+caMvi19hB5LW/Z1ETSkhhnSU43aENWTjzuRnz9apDmnoqALifz1f58vBs4GwG62APXBtB0lY4DFwF5gWcT3/7ZtKy6Pm/2HDGvrT2mguhCq9jSdrwtw7rnncsstt7B9+3YAvvvuOxYuXMjSpUs1+cJDc8+fP5/MzEzWrFnD2LFjAXjuuecYP348c+fO5d133+Xuu+9m3333bfT7L7zwQs444wwAbr75ZqZMmcIdd9zBUUcdBfhCfEcz7DfFhAkTuP322wG45ZZbeOCBB8jIyAiGE7/zzjt55plnWL16NQceeGDMeg477DBuuOGG4OdLLrmEc845h3nz5gE++9+TTz7JIYccwjPPPMOOHTuw2+0cd9xxJCYmMmDAgKB3f01NDc888wwvv/wyRx99NAAvvPACn3/+OS+++CJ//etfm/37nE4nCxYsCIbLX7JkCT/99BNr164N2iNDvcDvv//+Vrc7Gtu3b0ev19OnT5+YeV555RUSExM55ZRTNOfnzp3LpEmTSEtLY/ny5dxyyy3k5+fz6KOPAj6n4u3bt/Pf//6XBQsW4PF4uO666zjttNP48ssvg/XYbDaSk5OD967Q8bTZkF5cXIyiKPTt2zce7REEQRAEoZdQU13LjeffxZL3vwo5m91p7RGE3kaKwUi520Wd12cM6TNgEIXbt7Z6b73s5OSQTzp2l5aQl5Yeh5Z2D6LtKRrgoJP34a2HPgOgttJBUpqdytIaUjITMVmMCILQOvYZOIi1ewAUiquqxJDeRvbsOAM4g7dfOoabHygnLSMFVYVln0/o7KYJgtDOpOX6tukMDe1uVBr3NHd5fJ6xHjGkd1+aM+wXj/S4oSgKfUxmCp31UdMPPOn0CEM6gJmq4PFNC18FFjTUGZJv7e79/UeRehW3x8N+d9wEQOlzL5Nss0fkaRUJsY2L7UorvjczM5Njjz2Wl19+GVVVOfbYY8nIyIjIt3HjRu68805+/PFHiouLg57oO3bsCBrSU1NTefHFFznqqKOYOnUqf/vb35r8/vHjxwePs7KyABg3bpzmnMPhoLKykqSk5kcVCK1Xr9eTnp4eUS9AYWFho/WEe1yvWrWK1atX8/rrrwfPqaqK1+tl69atHHHEEQwYMIDBgwcza9YsZs2axcknn4zNZmPz5s24XC6mTZsWLGs0Gtl///1Zu3Zts38bwIABAzR7zq9cuZK+ffvGdOptS7ujUVdXh9lsbjSS3Pz58znnnHOCoecDXH/99cHj8ePHYzKZmDNnDvfffz9msxmv10t9fT0LFiwI/p4XX3yRfffdl/Xr1zNiREN0O6vV2mRUAaH9aLMhPTExkdLS0jZdxIKCguBxenrvUbYJgiAIQm/mo4VLwozoAIFxgIQHFIT2xuNXihU5HQy02hu0MK3Ulel0mk3CueU/r7Pg8rltamN3wlFXT3KMNJPZyIj9BrB+hW8FudHim4btc/jIGCUEoffhcblaXKa/6A/ixpEnl/LT11bKS61ABlUV1aRlpPDD0gT+/G1IZzdPEIR2RvF7n6thW/40htvrM6Qrir5d2iR0DdTm3xJCGzGazSznSqbydMhZBROxt7BxuhMbyhvCja+nAkMAN56QZ7uoqjJ+hvQ5X8enng7ioosuCob4/r//+7+oeY4//ngGDBjACy+8QG5uLl6vl7Fjx+J0asPxf/PNN+j1evLz86mpqSExMTFqfQGMxoYF1AGjbLRzAcO9TqeLiBbnijJeDq0jUE9j9cYidO9ugOrqaubMmcPcuZFz+v79+2Mymfj1119ZunQpS5Ys4c477+Tuu+/W7IPeGM39feHtslqtjdbblnaH79kOkJGRQW1tLU6nE5PJFJH+7bffsn79et56661G2wVwwAEH4Ha72bZtGyNGjCAnJweDwaBZFDBq1CjAt3Aj1JBeWlqqWVAgdCxt1lLn5OSgqipr165tdRjI5cuXB48HDRrU1iYJgiAIgtANqKqMNhmsAyCvf8e2RRB6I4FwnTq/BT0wwW7tmF67PlvH699924bWdT+MpuatUd65oaDpTILQizCGeG7UVrZ+q7fWyi7Bx6OvbmT85Mj9Wvfs0CoMLzzmmo5qkiAIHYji9z5Xo1pNo8vXvNQUAJzuWEsJha5Oc2IJGOxt9sMT2oCKQh2pMdMVpWGrFaO+rqGcqgJvAw+yuaCfZgcqTwsWzPQ0Zs2ahdPpxOVyBUOqh1JSUsL69eu5/fbbOfzwwxk1ahRlZWUR+ZYvX86DDz7Ihx9+SEJCQqv2Nm+KzMxM8vPzNedWrlwZ9++JxaRJk1izZg1Dhw6N+AsYlA0GAzNnzuShhx5i9erVbNu2jS+//JIhQ4ZgMpn47rvvgvW5XC5+/vlnRo8eHfx9VVVV1NTUtOj3jR8/nl27drFhw4a4tzsaEydOBBq2uA4n4EE+YULTEZxWrlyJTqcLhomfNm0abrebzZs3B/MEfteAAQOC5zZv3ozD4Wg0BL3QvrTZkH7wwQcDUFlZyaefftri8nV1dbzxxhsAmM1mTbgHQRAEQRB6J0Zz753YCUJHkWP2Ga8KnA7/mba5pId7pNvN5la3rTuihoY1jaKVdDl9Sq6ygkocNZHGKkHorVgTGrx3PG53K2uRsMLtxaLXQ73+zaz88Y9Oa4sgCO2Hzr/AsimPxVC8aknwuKpOjK09FbVOxq2didroGEdFp0SPEhy6wLC8NlETob83G9L1ej1r165lzZo16PWR0TRSU1NJT0/n+eefZ9OmTXz55Zea8NwAVVVVzJ49m7lz53L00Ufz+uuv89Zbb/H222/Hta2HHXYYK1asYMGCBWzcuJG77rqLP/7ouHHYzTffzPLly7n66qtZuXIlGzduZNGiRcFFAx999BFPPvkkK1euZPv27SxYsACv18uIESOw2+1cccUV/PWvf2Xx4sWsWbOGSy+9lNraWi6++GLA551ts9m49dZb2bx5M2+88QYvv/xyk+065JBDmD59Oqeeeiqff/45W7du5dNPP2Xx4sVtbnc0MjMzmTRpEsuWLYtIq6ys5L///S+XXHJJRNr333/P448/zqpVq9iyZQuvv/461113Heeeey6pqb7FMTNnzmTSpElcdNFF/Pbbb/zyyy/MmTOHI444QuOl/u233zJ48GCGDJEoUZ1Fmw3pp5xySvD4xhtv1KwgaQ7XX399cJ/1448/HnMvU7gJgiAIQm8lmufYVF7phJYIQu+k3B82zazzKxDaGtpdo+PRUVNfLx6iIYydNjR4XFNR10hOQei65Nc7+MfmNfxj8xoW5m+P2zOui6LIbA6KIjKmPdmy3sx3X4SGiRUvGEHoqUQL7R4cGsYQtRP6pwSP3bJPerekOW9RV3VrF7kJ8SP0+dqhOa/XTMKa9xz2ZkM6QFJSUsw9yHU6HQsXLuSXX35h7NixXHfddTz88MOaPNdeey12u51//OMfgG+f83/84x/MmTOH3bt3x62dRx11FHfccQc33XQTkydPpqqqivPOOy9u9TfF+PHj+frrr9mwYQMHH3ww++yzD3feeSe5ubkApKSk8O6773LYYYcxatQonn32Wd58803GjBkDwAMPPMCpp57K7NmzmTRpEps2beKzzz4LGpHT0tJ47bXX+OSTTxg3bhxvvvkmd999d7Pa9s477zB58mT+8pe/MHr0aG666SY8Hk9c2h2NSy65RLPneoCFCxeiqip/+ctfItLMZjMLFy7kkEMOYcyYMdx3331cd911PP/888E8Op2ODz/8kIyMDKZPn86xxx7LqFGjWLhwoaauN998k0svvbRZfSO0D21eLnj44YczY8YMli5dyvr165k5cyZvvvkmAwcObLRcVVUVN9xwAy+++CLgCyV5xx13tLU5giAIgiB0E6Ip36tJJ4ESFHPjex4JgtB2+lls7K6vQ/Wr0BTaGNo9zJAOUFxVSWZSbwn32Xi/JWckMHhcHlt+D1GuiA1Q6CZkmMwYFR0u1YvHf+NurK3GpaqYlK5gPFGCskxoPk3J+5+/TQg78yopacl8ueE9Pr71dTxRSwmC0B1pbI/0Wq8HVVWD2wAFMIYsgpK1k92bxq6fkmRvVj6hZWyoqWKwLfw9C0rY21VP+EKGfjHrDH2vh4+LQtN6myG9KS/n999/X/N55syZEWG8Q/tv/vz5EXVcf/31Gs/1bdu2xSwPMHDgwIhzM2bMiDh3zz33cM8998Rs+9KlSyPOhX93tO9vThmAyZMns2TJkqhpBx10UNTvD2CxWHjyySd58sknY+Y56aSTOOmkkzTnQg3Gd999d1TjelpaWtTrEI92R+OCCy7g/vvv5/vvv2fKlCnB85dddhmXXXZZ1DKTJk3ihx9+aLLu3Nxc3nnnnZjpf/75JytXruQ///lPi9osxJe4xN3597//zdSpUykqKuKnn35i1KhRHH/88Rx66KEUFhYG87377rsUFhbyww8/sGjRIiorK4MDsXvvvZexY8fGozmCIAiCIHQDog3kA2HLLCNGwI5tHdwiQehd6PzKUG/gUVTa6JKOzztUVRUC3hD1rQ7T3P1QVcJXE0Qw7aR92LmhAFe9r1/0hjYHCBOEDiHFaOL6gSNweD24vF6e3rmps5skxBmt+JqC19vwLsjKK6Vg9z5k5zn4ZusS9Ho9ulqHGNIFoQcRCO3udDiC5+z6BrWxBxVDmLerQd/w2Tf+E3oi5g1r8Q7MBMCryNi1rdT4vWZjzbiOHLuHqpDo3W5MGIkevh3Co/NEfw7Dw8M7/JHJBEFoHlarlQULFlBcXNzh352fn8+CBQtITu4tDgpdk7gY0gcPHswnn3zCCSecwJ49e6ivr+edd94JrqQIrFg8/fTTg2VClefXXXcdt9xySzyaIgiCIAhCdyFkLJBCLiPYh0Q+BsDj6T3GN0HoLAJRAL3+ZzFgRGmLp4mCTylkN9upqQeHq7fuqRhbmWy1m4OGdLNNtrUSug8mnQ6TToezC3kxhT5p4iXXdvT6QCdewYmTvyE51QKAwbAJ2EF237Ho9XqqNmzH6/YbArrQ/SAIQusJ7I1esmtn8JxB17hxXB9iU/WKDO6x5BiqiF+wamFSUirflhXFTK/648OwM7GfQ68a/g4OXdyiTQn1UNd1iWhCgtC9mDFjRqd878yZMzvlewUtcVtGNmnSJFavXs3s2bMxGAyoqhr8CxB+bsCAASxcuJBHHnkkXs0QBEEQBKEbciEJnOY3ogOUlZUB4HaJr5MgtBc6v6LFG1SqtN2SrtNp69pWFFtJ1OOIUGRFR+SaILQHohCOB+dd3SCza6qms2dHNgC7t1dp8pV8+1vw2Jqb2TGNEwShXQksiknNzml2GYOuQa0sHundlabH/Yperm1nE+5RHiD8bOjVDI8AKAsOBUEQWk9c47GkpaXxyiuvsHXrVh5++GFOOOEEBg8eTFJSEnq9nvT0dEaPHs1FF13EW2+9xaZNmzjjjDPi2QRBEARBELoJoRO5XDZo0vT+/fZSs5I6skmC0KvQ+z0RttXVAA1RpNqyz7Db45te1NT7nuGdpSVtaWKPpN/I7OCxxy1GdUEQug7Tj6rksdc+oe/AL7HaPgpJCdvDNcSTzZAUub+rIAjdD3tyCqA1vulCzHQ1Ubbr0YUa0tuvaUIno/PPzX2IUb0zMBA9ypfSXM9yVeu9rpMQ/YIgCC0iLqHdw8nLy+OGG27ghhtuaI/qBUEQBEHoAQSUNKdfeAK89EHUPFkD0juySYLQq/D4n8FAmOagIiYOmtDs5PHsrdjIloK9ba+smxAa3bgxndY+h41k/c/bfGU8EhJZENpC6LMW7nkltI4T/pLFCX+B26/4P958/jhNmscvsxSdKOAFocfhD+MeKkuNIc+6K4qM9YWH9gI68XbtpjTHDOsqKWv3dgiN48LSSGpoNOCQ0O6yvEUQBCFuyOxHEARBEIROQQ3uyyyr2gWhMxhgtQMNnukBi5TazBDljaHXnQfAF3/+3ua6eho6vUzBBCH+yFiiI/h9xRrfgYzdBKHHocQYB9p0Pm9kbxSjnF6nI2DEixV6Wuj+mNKTg8dimu14WvZsxc4ri10EQRBaj2hxBEEQBEHoFMRzTBA6F7Pfy8gb/iy24dHMSakDwGryhf+0GI2tr6zboYpxSRA6GEWRsURHcuCh+/kORNQJQo9D8T/YqlcrVxsM7JFlfB7pasx0oevidYWF6m/k+qmO+uCxiP/4saKylCq3ixqPW/OnakLpB4je87XO/jHzhT6TKorGQ12mLIIgCC2jzYb0UaNGcd9997Fly5Z4tEcQBEEQhN6GzOIEoVMI7HsZ2KU7HnukXzxjKwBD+vj2AXd7e9Ee4M105NfpFFKzkjDbTKRmJbVvmwSh16BICNN25sSzj+aVxU8BEk1IEHoiSpTQ7tBglosmYX37LIshvbvx25X3syjxIGq35zfrzTl07l+CxzrV1X4N6yXkmBvCtD++fQOPbluv+au94w5US2god4Uk9kSty2rapflc60yN+b3iyCAIgtB62mxIX79+PXfeeSfDhg1j6tSpPP300xQXF8ejbYIgCIIg9GA8HoAT2PiLdv9N1WikzlHXKW0ShN6Ezm8IqfH4PVKCe6S3Xsli0vusySoGAHaXlra+gT0URVE45pKDOGXu4ZgsvcljXxCErkZLxP1RpxyGweCT7Uqot5wY1QWhR6AoPhVxeGj3BkN6pMBItFqQ0O7djy0vf4QnNY2Nj70ePNfY6yDnxEPav1G9iBH2JIbaEhrN4zrooODxgTzPYL6Nmk9VDYRePauxPCRNDcvb8rYKXYMZM2Ywb968FpVRFIX3338/Zvq2bdtQFIWVK1e2qW1NccEFF3DSSSe1uZ4XX3yRI488su0N6iKsWbOGvn37UlNT09lNEZpJ3EK7q6rKjz/+yDXXXENeXh7HHXccb775JnV1oggXBEEQBCGSP36ZCixizMrFmvN1l12GyyUr3QWhvdGH6DtVtUH92RYli9EQ8EryGVm2FRe1vrJuRku6TafTYTBGC9soCL2bnWv/bFF+MdvEj3B7uF4TWrZG44VuH9YveGzOSEYQhB5AjAWVukZCuydZbYhHevej7qqrqLvySv7Y1ry3qEQhiT9/yRnAHUPGRPwFtt5qLjrFGZx3hRO6fVdvfz4vuOACFEXh8ssvj0i76qqrUBSFCy64oOMb1kzeffdd7r333haVyc/P5+ijj26nFnUsDoeDO+64g7vuuitq+sKFC1EUJcJgf/fddzNy5EjsdjupqanMnDmTH3/8UZNn4MCBKIqi+XvggQcabc/zzz/PjBkzSEpKQlEUysvLI/Lcd999TJ06FZvNRkpKSkT66NGjOfDAA3n00Ucb/S6h69BmQ/qDDz7I+PHjAZ8CTlVVXC4Xn376Keeeey5ZWVnMnj2bxYsX4/U2M96hIAiCIAg9nqoKX9ixFLThyNTMzM5ojiD0Omw6Q/DYo4bu7916TYtB5xvvm43WtjSte6LKvoOC0Fr0Rl90hsXP/ovqstZEslB6vZI43px6wfHALcA3wH0auRbqkS4GFkHoGQRDu4fvke7/P5pHuuyR3j1Rk3xbC5UbYocB16B5AbRDg4Qg+yQ285qEoCjRH77wZ1K7R3rvu5D9+vVj4cKFGqdPh8PBG2+8Qf/+4XvNdw2cTicAaWlpJCYmtqhsdnY2ZrO5PZrV4bz99tskJSUxbdq0iLRt27Zx4403cvDBB0ekDR8+nKeeeorff/+dZcuWMXDgQI488kiKirSL/f/+97+Tn58f/LvmmmsabU9tbS2zZs3i1ltvjZnH6XRy+umnc8UVV8TMc+GFF/LMM8/gdrsb/T6ha9BmQ/pf//pXfvvtN/78809uueUWBg0aBDQY1aurq3njjTc49thjyc3NZd68efz0009tbrggCIIgCN0cUbYIQqdi0DUoUNyqGlSoOKqrW1+n3vdgb9ybEzy3ZvfOVtfXnRAFsiC0nsPPvyR43BYZJMSP8fuNRlEeBA4BvuyVSndB6E3EDu3uN7BHKaMxpIuFtVvS4qsm490uhgJEd1z0qtqr29v3SJ80aRL9+vXj3XffDZ5799136d+/P/vss48mr9fr5f7772fQoEFYrVYmTJjA22+/HUz3eDxcfPHFwfQRI0bwxBNPaOoIhDR/5JFHyMnJIT09nauuuqrR6It33303EydO5N///jeDBg3CYrEAkaHd8/P/P3vnHR5F1TXw32zLbnonCS303kHpoFJfRLC+CoIoYHlVil1sgCIWrJ+KWGgKYkNQrIBSRQRp0iGUUAKk92z//tjsZCe7m95zf8+TJzNz79w5O7tz5t577jkngVGjRmEwGGjWrBkrV64kNjaWt99+W65TOLT733//Tbdu3dDr9fTs2ZO9e/cWe89SU1OZOHEiISEh+Pr6MnLkSE6cOCGXL126lODgYH799VfatWuHv78/I0aMICEhwWN7y5cvJywsDKPRqDg+duxYJkyY4FWOVatWMXr0aLfjVquV8ePHM2fOHJo3b+5WPm7cOIYMGULz5s3p0KEDb775JhkZGRw4cEBRLyAggKioKPnPz8+vyPsyY8YMnnrqKXr37u21zpw5c5g5cyadOnXyWmfo0KGkpKSwefPmIq8nqBlUWGj3du3aMW/ePOLi4ti+fTsPPPAA4eHhQIFR/cqVK/zf//0fffr0oXXr1syZM4eTJ09WlAgCgUAgEAhqEWKyRSCoXtQoDenZ+SHJjLk5ZW4z2+jwctdrC9o+fOG8t+p1D2FoEtQz0i2mCmmnff9B+AaWPkS46yNX3yeIKxthSBcI6jaSHMK9kEd6/qNv86BjVSoVTiOeUMG1nKK+P4VHungX1GRcv0blM6mM3CPV07mYe+65hyVLlsj7ixcv5u6773arN3/+fJYvX86HH37IoUOHmDlzJnfeeads8LTZbDRq1Iivv/6aw4cP8/zzzzNr1iy++uorRTt//PEHcXFx/PHHHyxbtoylS5eydOnSImU8efIk3377LatXr/aav3zixIlcvHiRTZs28e233/LRRx9x5coVr21mZWVx/fXX0759e/755x9mz57NY489VqQc4FgMsHv3br7//nt27NiB3W7nP//5j2IxQE5ODgsWLOCzzz5jy5YtxMfHe2371ltvxWq18v3338vHrly5wo8//sg999zjVY5t27bRs2dPt+Nz584lMjKSyZMnF/tZTCYTH330EUFBQXTp0kVR9sorrxAWFka3bt14/fXXq8xDXKfT0bVrV7Zu3Vol1xOUD03xVUpPnz596NOnD++++y6//fYbK1asYO3atWRnZ8sdsri4OObOncvcuXPp2bMnd955J//973+JjIysDJEEAoFAIBDUNMRsi0BQrbgaRYw2K4b8cHEXjh0tc5utozMB8NHY8NfrycrL45KHnGF1EoUzSP2cnBLUDzQuuuN4diYROn01SuNEPHOVjTCkCwR1G9mQ7iW0u8nu7vXq6pFe2PtVUHdw1f+ScEmvEqQS50r3/n3YCj3LrqHdPaVqKA+JOYkk5irDZQfqAmkU0Aij1UhcWpzbOe3D2gNwOv00uZZcRVlD/4YE+QSRkpfCpexLijI/rR9NA5uWSc4777yTp59+mrNnzwKwfft2Vq1axaZNm+Q6RqORl19+mQ0bNtCnTx8AmjdvzrZt21i0aBGDBg1Cq9UyZ84c+ZxmzZqxY8cOvvrqK2677Tb5eEhICO+99x5qtZq2bdsyatQoNm7cyNSpU73KaDKZWL58ORFeUh4ePXqUDRs2sGvXLtm4/Mknn9CqVSuvba5cuRKbzcann36KXq+nQ4cOnD9/vsiw4ydOnOD7779n+/bt9O3bF4AVK1bQuHFj1qxZw6233gqA2Wzmww8/pEWLFgA89NBDzJ0712ObBoOBcePGsWTJEvn8zz//nCZNmjB48GCP56SlpZGenk5MTIzi+LZt2/j000+9LjZwsm7dOm6//XZycnKIjo5m/fr1svMvwLRp0+jevTuhoaH8+eefPP300yQkJFRZ7vKYmBj59yio2VSKId2JWq1m5MiRjBw5kpycHNauXcvKlSv59ddfFSs7du/eze7du3nsscfcQjsIKo9sTQI6bcGkh8ZmwGANxYqZHK37KqYAc0MActSJWFVKzwO9JQSt3ReTKgujOl1Rprb54GsNx46NLK17aA8/cxQq1OSqk7Go8hRlPtZAdLYAzFIOeZpURZnKrsHP0gCATM0Ft7kTX3MkarTkqVMxq5SeVTqrPz62ICySkVxNkqJMsqvwtzjCkWZpErBLysGCwRKOxu6DUZWOSa0MO6i1+aK3hijuoTU3G7SODoq/fxQAOTlJ2GzK1U0++iC0GgMmUxZ5ljNYpILvRqXxRWuIwm6zYMqOd7uHOv9YJEmFOScBm1XZ+dD4hKPWBWI1Z2HJU36vklqPztfxIjJmnnJrV+vbCJVahzn3CjaL8rOqdSFofEKwWXIw5yo7NZJKi86vsUN21UVMWUZUmoIvSGuIQaXRY8lLxmou9HvRBqLRh2OzGjHnXCgkkQqfgFgATNnnsduUv0ONvgFqrR8WYxpWkzK3okrjh9bQoAT38CI2q/J3KN9DUwYWo/L3olLr0frGYLfbMGWdUZRZ7XnY9FZUKjW5ealYLUr9ptP5o9P5Y7HkkZeX5jiYK6HWZhT6fV+EQjmPfC0RqO06j79vrdUPvS242N93tuYSNsmqKDdYwtDY9RhVGZjUmcr7UIN1hEXKQaXKJEtrkV9stUVHyNghwOK4h9may9gkpY4ouIeZGNUZijKNTY/BGoYNK9la5fMI4G+ORkJFjjoJq0r5O1Rb1OgwYDbnYjQqvxuVSouvb5jjs2YVtJun0mGR9OXWEXa7RLPmRwlSmzGgk8uzXepa8hIxZhbci2rXEbkXUanOK/RaWXUEgM6vCZJKgzn3MjZLtqJMrQtF4xOM1ZyNJe+yokxS6dD5NQLAmHmGwuHctL4NUal9sOQlYTUrfy9qbRAafRg2Sx7m3IvKdiU1On/HoNSUfQ67TRl2TKUPAglMpixMJuV3rtHo0euDsdks5OS43Id8vSb6EQ5KqiOytFdQqTQFeq0SdUR+8+hi1BisOtSNLGRqL+TfwyB0Nn+P91Bt0+FrdQzwnfX9I3Jp2SqABtGZhAa15pe9B1D7ZcvlBfcwAB9bIBYpj1xNsqJMZVfjZ4kq9h7mqdIwq5XPjdbmiwYNVquZ3FxluyDh7+/4zrNzErHbCt6BeSodGJqWS0cAqHwdPySLMRljZu3QEebcdFSqRFmvlUdHaA1RqDS+WIypWE2FnjmNP1pDJDarCXOOe5QCnwBHOD5TzkXshfti+kjUWn8v99CA1je6BPfwEjaL8lnW+ISi1eowW3Ix5hV+B2rw9XVMsri+AwHIlQhAX6/7EQ0Nai7kWrFIDn1eEh1hAYVec+rZXHUKFlUuPs3V2LN15PomYlQFl0hH+IWdpmUrG3AZs6+JTK0agyWc4+evMO6Tl/ELgHcm3k2b6IbKeyiZyNEoJ3yxSwRYYoq4h6Fo7QaMqkxMXu+hhWyt8nlU3kP3d6CPNRidzQ+TKhujOs3jPbTb7WQX/h0Cvr4RXscaFkMk+PgWqyNatDiMpLJhyjoNJkfuc6eOiIhUExjomMz3USdizDyFWuuIHCDlp0k35yVhzHTo05qiI2wWu6zXND6+5dIRal2w57G0Qs+eprAxQ+4n5yViMyvHVWpdMBqfUGyWXMy5yr6NJGnQ+TtytZqy4rHblb9DrSEalcaAxZiC1ZSmKFNpA9DqI7BZTe56i2LmI6whaAio8LFGafsRrhTWEa5UZj+iNDrCVa/5V6eO8NpPboAKjcd+ss4aiI8tALOUS54mBWNQKoZWOrThdrI1l+V+crLZIU+eJplMreNzOecjzJoMWrY6DPiS5xNPpjav5PMReYnYs5Q6Qq8PQaPxKd1Yw3kP5d93MjYX3ePo4zWptH5EVekIWa9lWzAExwJl1xFOfAItslg+gQXteBpLy7L52N3mD6tizjIv8wxZNqX+8fUNR6XSkJeXhsVS6Pet80dH9esIV0rSj7Dn99lbDe3H5dOb5PLckyawg08jLS0NB+XjwYYz5GX6QxIEBqbQqOk5LH6O8iyfizRsdJoL55sBdnJ9EmjZyjHvYvVLJFPr41FHZJqV97IkfH38axbuX6g4Nqr5KF4Z8AqXsy/z33X/dTvn37v+BeDZ7c9yIFEZavvl/i8zusVofj3zKy/vfFlR1jemL4uGLiq1jAARERGMGjWKpUuXYrfbGTVqlMKoCg6P8JycHIYOHao4bjKZFCHg33//fRYvXkx8fDy5ubmYTCa6du2qOKdDhw6o1Wp5Pzo6mn///bdIGZs2berViA5w7NgxNBoN3bt3l4+1bNmSkJAQr+ccOXKEzp07y6HiAXmRQFHnaDQarr76avlYWFgYbdq04ciRI/IxX19f2YgOjs9YlHf81KlT6dWrFxcuXKBhw4YsXbqUSZMmeV2w6cxp7yp7ZmYmEyZM4OOPP3b7/gpzzTXXsG/fPpKSkvj444+57bbb2Llzp+zM+8gjj8h1O3fujE6n47777mP+/PlVkmPeYDCQk1P2iICCqqNSDemu+Pr6cscdd3DHHXeQnJzMl19+yRdffMGff/4JOEIHVVXYBIGDA+Ef4udXsMKtQU432qfdjlGdzu6Id93qX3PxVQCOhHxFhk7ZMWqX+l+icrtzRX+AE8FrFWUhea3omjIFq2Ty2G6/S8+hs/lzIugHkvVHFGUt0kfRJHsgqT4nORS6QlHmb4qhV9J0AP6JeB97IYPgVVdm4meJ4oz/RhL8dinKmmQOpkXmSDK159kX/pGizMcaSN/LzzjuUdhit0Fk16R7CTG14Lzfn8QHbFKURWf3om36LeRpkgs+a37/UpLU9O/3JABHj60lO1s5eGrb9kYiwttxJfEQ8ac3Ksp8w3rQoNOT2Cw5XPznKQrTtP9SJI0vyScWk5u6X1EW1uoeAhuOIDd5D4lH31N+1sBWxHSfB+Cx3UZXvYvKN4rU06vIvrJNURbc9BZCmt1GXsZxLh9Qdmo0+gY07v1/ABgMC7m0X9nxjO72Evqg1qSfX0fG+R8VZQExwwhvPQVzzgU3mSS1gdgBywC4cuhNtwmWyI5P4Bfek6xLf5B6+gtFmW9Ebxp0eASrKd3jZ40duAIkFUnHPiIv/bCiLLz1fQTEXEdO0i6Sjis7a/qg9kR3mw12q8d2o3o9hI9PIGdO/0FSstLDL7bpYBo37kt6ejyHjxTk2iHCMWlwdeKjAOwN/9BtQqJn4jQCzA2J99/MBb8dirJGWf1plTGabM0l9kR8oCjTWv3of/l5AP4NXe42oOicfA9hxjZc9NvJmYANirKarCPSfE7i67eCfS5pbGqNjshHsqsZnOB4lg4HryJLpzRedEgZT2ReZy4Z9hIXpHxuwvLa0TllEhZVrsd7OCBhDhq7nuNBa0jVn1CUtUgfQUxEd1JT4zh2/HtFWUBAQ7p2uQuAvfsWu7VbXh1ht9t54/U7CAzOABrJ5dtcohqlnf2Wi8aCNDDVrSNSTn6Mr98RLrmo2vLoiMa9F6LRh5FyagU5iX8pykKa3UFw0xvJSz/ClYOvKcq0vo1odJVjhWzCvhewF5qQiOnxCj4BzUmLX0Pmxd8UZYGNRhHW8i5M2fEk7H1WUabSBtC036cAXP73NbeJ94adHoUgHxIS9hB/TvmdR0R0oG2bMRiNGe6/lwjRj3BSUh2xL+JdfEHWa5WlI7Rxt2I2G7DZ7URM9iUoqhGQzW4c9VqljaFRTl+S9Uc5EvKl4txAUxN6JD0IILeri4APHQvW+e6dKNgLEV1PsztCeQ9jM4fQLHMo6bqzHAhT/l4MljB6X3kCgH1hH7tNYHVP/B9B5qac89/KeX/l77Bhdh+acx25ucluv0O1WkffPo4wc0ePfuc2CVteHWHHjl97PSYLZFz4mYvSIaB26AhfP2S9Vh4d0aDzLHxDu5J5cT1pZ79RlPlF9iey/TSsxhSPn7XZYEcoxKSj72PMUL6rIto+hH/UQLIT/yT5RKHfS0gXoro8g92a57HdJn0/Qa0LJOXkMnKS/1GUhbaYiL7RtaSlneHo0e+U8vo1oHs3R5jAffuXYbcX0hGa+t2PsKT2gdxWZGsuAQ1LrCNc9drVlx/H1xrO6YDfuOy7l9g3goFgTvIVlhLqiM5jn+XDOxz3MA3YjUNHbDl6jH5DbdxySzCZfMvu/HMbZvehdfpYcjSJbp9VbfNh4CWHB83BkM/dFit0Sr6LcGN7Lvnu5lTgL4qyiNxOdEy9E5Mqy+M9HHRxHhIqjgWvJs1HaYBok3YzMTlXkaQ/xLHgbxVlwcbmdEu+D7vd6rEvdlURY43wZrcQ0PS2InWE3W7nzbfuwM8viySXeV2njrj9v8HcMCYw/+gqLv6zisBGo1DZr0Ll65hLSD+7mosmx++iJukIp14rr44Ianw9ean/cuXwW4oynX8zGvZ09G0u7nkGChmzGvZ6A51fY9LOfEvWpd8VZUFNxhLafBzGzFNc2j9HUabWhdKk74cAXDrwstvCrqguL2AI6UDGhV9Ij1+jKPOPupaItvdjzkt0+70UOx/R6CYMRFb4WKO0/QhXCusIVyqzH1FaHeHUa9WqI7B5bLfPpafR24KJC/yZRIPSeNM8YwRNs64hXXeaf8OWQQS0vcoxJjto/lyejzAYMsjNDeR40BoSQxxGXed8RHL4X3z44fsAXM7/K+l8xOFzX5FXaEFNxw63ExLSvPRjDWBA/1kAHD+xjsxM5cKMyuxHVKWO8PWDxMPl1xFOYvulo1GbOHcuhia9C/ojiUf+z7G4SsFEh2wx7vepKuYs4/fMprCJvmeP+zEYQjlzdjOJiYcUZU0a96dp4OAaoSOclERHWCXHIpBD2Xbav3wVoaGO/ty+Eaewm6HxzHA+7DpGce6yRXdy8PSN9Ou/nkcfXQAsAOAE8MjMvTz66EpyLTpOxi7mww8dz3gWq9mNZx2Rne0553pR3Nr6VgY3Hqw4Fqhz9B8a+DXgy+u/9HCWg5f6veTRIx1geOxwukQow3D7aYvOX10c99xzDw899BDgMIYXJivLsYjnxx9/pGHDhooyp2F11apVPPbYY7zxxhv06dOHgIAAXn/9dXbu3Kmor9VqFfuSJGGzFX1/i8vPXdPw9BmLSrfUrVs3unTpwvLlyxk2bBiHDh3ixx9/9Fo/LCwMSZJITS14X8TFxXHmzBlF3nTnfdVoNBw7dkw27vv5+dGyZUtatmxJ7969adWqFZ9++ilPP/20x+tdffXVWCwWzpw5Q5s2bYq/AeUkJSVFsRBBUHOR7NWUSMxkMrFu3TpeffVVdu1yTDxIkoTVai3mTEF5ycjIICgoiNOLXyHEV3ikV7pH+tXZEFg6j/QES2id8Ei3mm0c/W03zfuG1UuPdI09j8b63NJ5pGdIqHf6CY90F0qiI3KlHH4PzKRvjvBIL7VHen81uojSeaQnq5pUiEf6nQHvMi5qlezR5CRp/Cx5u+eQaJp3LFhZW906Ii/jPHFbz9O8b0S99Eg36IOIkc6VzkskX6+JfoSDkuqIDO0V/vTVFOi1StIRH59MJ9tiZ2qj5qSe3sGmrxwGkDtffC3/HpbOk2z36RDuX+xYHX9Nk2l8vPEPru3RjNWPTy90DyvRI/1aDdZAY6k80pNVTcrtkf7WHRtpqN2FqXVnOvePpG1Px+r4mq4jzLnpnPozUdZr9c0jXa/VEWrcXzqP9AyJgG3N6nU/Yn1CDofSTQwMC2ZQcMMSe6S76rXC3qbfvDKXvOwsrn/wESIjWpVIRyzYrOfjzbHAN6x6MI+WUdEYLOF8smEzL6xbTHCImkdGjGZcvwHKe1jLPNLNQzLI1rm/A4vySE83dMbuE1Okjjgbl83UkeFIKhvf/nkIrdZhHHfqiL4xfQgIdLwgZ7/7BN37dEatDSLz0BV+eedHLK3aKvpqNUVH2Cx2Wa/VR490tSWNgCzl4isoZj4iLwTD75HCI70MHulOvVbbPdIvxZ1gw9KP8Q8O5aZHnpX7yQvPHyXJaOXGxn409XMYTJzzEZfyzjPotd6AP18/vI1mkcYSz0ekDziFPaDyPdIdfby64ZF+6s9EmveLKrdH+mcvrnPIdfqiw8u5eQzG0xeZsvheR7sextJfve1wOMk8nszkDwYo262COUtrxmHCbMq2i/VIzw6EDdpa5ZF+PDuNLy859KHhwFb8/nV4Gbh6pKsMEktZSxqNCDbsIy/Tj4OnbyQwMIWrOnzFmaT+AKx/8mf6z76FC+ebMX34Mqbfep5hrzoM/Z8/MJ22MQ096oiMnDya3PMU6enpBAYGyjLm5eVx+vRpmjVrpvAOrg1MmjSJtLQ01qxZg9VqpUmTJkiSxNmzZ1Gr1YwdO5bg4GCWLl1KZmYmERERfPzxx0yYMMFjew8//DCHDx9m48YCR7ghQ4aQlJQkhxp3vaaTGTNmsG/fPkUoeVdmz57NmjVr3MKVDx48mK5du/L2229z9OhR2rVrx+7du+nRowfg8KJv1aoVb731FjNmzAAcdrbvvvuOsWPH8tFHHzFr1izOnz8vf3eLFi3i/vvvZ+/evW6e9OAI7d66dWtFaPfk5GQaN27M8uXLueWWW1i6dCkzZswgzSWV25o1a7jxxhtlY7qn+7Bw4ULefvtthg4dyokTJ/j111893g8nHTt2ZMqUKfJny8vL4+TJk4o6zz77LJmZmbzzzju0bt0anU7noSVo0aIFEyZMYPbs2R7LV6xYwcSJE0lKSirSyx9g06ZNXHPNNaSmphIcHOyxjqd75Erjxo2ZPXt2ifK8CyqHkuq2KvNId/LHH3+wYsUKVq9eTXq6Y7KiuJUqgsrBzxJNgNnX7bgarTzZ7QlfawR4We+gs/mjs/l7LJNQFdmuwRrmtV2t3RetB1mdOCeNPKG3hqC3elZ8GrtPkTI5O/ie8LEF4WML8ljmeg8thkzwV3bKnJNyntDp/NEbYjFL7p9XUmnkCQRPaH29y6vW+qPWev5ugKLbNUQCkR7LVBrfIs+12WLQ+ceg1rrn99How9Dowzy3q/Ypsl3ngMQTGp9gND7BHsuKv4cxXsvUukDUukCPZZKkcmtXa89BZT0OgEHv/eWr0ejlQR9mFRpzgKLc2RH3RHl+386Bgyd8bIH42Dx/1pqoIzR2X2y2IPzNZrQeymuyjvCEc9LCEzpbADpbgMcyFepivptwt3to0WQCNrRaA1qtweu58m8UyFYrdVRZdUQjbSp5pwoG6E0fnkDOwSO4Tm00btcOnwB3fVhtOsIQg82GR71WWh2hbNf7d67W+qHWej/XuXjAExp9OBq953eOSqMv5h42dpfFngPWgoVAHttVaRS/l8J6TfQjHBSnI/zNDbHZtB71WkXqCDXZgBmbHfSmEHJPmFCp3esVew/z6/ubQjh5oiPhAUYuBzgmQH//57TX+6Sx68t8D/W2YPS2YLfjFjJRq7XK32Eh/HyV4fJc9Vp5dIQtJ38lvD7MrV5N1RGSOhSbzcdNr5VFR8jt+jgWU3lCpdYV3W4F9sVc0Rq8/B7sOWg1BrT+JXsHAmBWoc5/MutrP0JruwCYUNsdk1Ql0RFm8KjXDNZQsILxlJXcDBP6nHC5H1qcjshNacbJEx2ArWhycuS6VpuKpKSxJCWpyezu76777Loy30MfWwA+Xu+hphz9ZD90Ns9eSJIkFanTPI01stXBmCleR8TFOXKU6vxz0OmUqxuH3TyW39ZsIqZpNB2vHoJPgPMdfQVnkAaNPgKfgCbun6cadYTVbHPTa2XWEZRkLN3Me7v6CNBHeCxTaQxFf1Z/9/vqROMTisYn1HO7al2RvxeP8xFmx32q6LGGk5L2Izzh1BGeqIx+BJRcR3jSa9WiI8rVTzagNTckx5pH7gkTmjCzQgeq7VrAisESToBZ+RzorSGcPNEWCEadfYYAl5DQxc5H6CPc5sqclGqsUQjnQnAnrn28SulHUDU6QtZrfgU6sKw6wokxQ4PNJuGTvy2363Es7TCkW/Mkr/epMucs9QGx+Fs9h5vX64M9n5Rd/TrCE0XpiNZ+wfQIzOGfjFRCA5qQdkL5mY3nHYtE/NnPbkYQ5p+Gv96xOCEjI5TzZxpzMqGjQ/68A/lh3UGSQJ/XgJP57amzwxXyu+oIe6EFI3UNtVothyZ3DbvuJCAggMcee4yZM2dis9no378/6enpbN++ncDAQO666y5atWrF8uXL+fXXX2nWrBmfffYZu3btolkz7896RdG2bVuGDBnCvffey8KFC9FqtTz66KMYDAav4dHHjRvHM888w9SpU3n66ac5c+YMCxYsKPI6rVq1YsyYMUydOpVFixYREBDAU089RcOGDRkzZkyR5xbHuHHjeOyxx/j4449Zvnx5sfWHDx/Otm3bZEO6Xq+nY8eOijpOQ7bzeHZ2NvPmzeOGG24gOjqapKQk3n//fS5cuCDnZ9+xYwc7d+7kmmuuISAggB07djBz5kzuvPNO2Yh+4cIFrrvuOpYvX85VV10FwKVLl7h06ZJszP/3338JCAigSZMmhIY69G58fDwpKSnEx8djtVrlxREtW7bE39+h686cOcOFCxcYMmRIGe+koCpxt2xVAnv27OGxxx6jUaNGDBkyhCVLlpCWlobdbpf/mjZtylNPuYd/EQgEAoFAUPfp9flL9Hh7OgM2fKg47h/sfcJNIBCUH1v+YtZsqwW/wGDHsXJEiArxc0zOJGX6MKH/IPn4zpMnvJ1SZxDrggWC6kRSPIP747sC3wBfsj/+qmqSqfYz+/+e5M9zP/PNtsUEBHk3cAgEgtqPSuUwKNmsSuO20yzjyQFKpZJwelpbbaIjVBmkJqex+O0VJJxzj2RQLXi20wkqEOctbtG9J/4hnhdDSBT/vNkKPbPCibGAwMBAhbd9YV588UWee+455s+fT7t27RgxYgQ//vijbCi/7777uOmmm/jvf//L1VdfTXJyMv/73/+qSnyWL19OgwYNGDhwIDfeeCNTp04lICDAqzetv78/P/zwA//++y/dunXjmWee4dVXXy32OkuWLKFHjx5cf/319OnTB7vdzk8//eQWzr20BAUFcfPNN+Pv78/YsWOLrT958mR++ukn2Sm3JKjVao4ePcrNN99M69atGT16NMnJyWzdupUOHToAjlD9q1atYtCgQXTo0IF58+Yxc+ZMPvqoIDWX2Wzm2LFjijzmH374Id26dWPq1KkADBw4kG7duvH99wXpMp9//nm6devGCy+8QFZWFt26daNbt27s3r1brvPFF18wbNgwmjZtWuLPJag+Ks0j/dSpU6xYsYKVK1dy/LjDI7Owwg4LC+PWW29l/Pjx9OvXr7JEEQgEAoFAIBAIBB7ItjpCDkqAIcDhGaHWlH2IEKgvCGE4tGNveXvL0cNc3bJVmdutFdjtDncPgaAekWY2F1+pGsjOKzD6Zhk9e30JBAKBoABJ7TSkKxdUOrs2nkxwEgWGdGFHrxxenLGKtSvb8vO3K3n+if9WaNtaaw6BWfGY8ewRL6gBeBlbpBBbUMXluM1esBDGXmjVg+sjWt+M6kuXLi2y3DXsODgiAU2fPp3p06d7rO/j48OSJUtYsmSJ4vj8+fOLvObbb79dpByzZ8/2GHK8cCj46OhofvrpJ3n//PnzXLlyhZYtW8rHCn/HvXv3dgsZX9zvICQkpEiP8UmTJjFp0iTFsbFjxyra9XbvL1y4wPjx4+W880XRvn17Ro0axQcffOA1t3nh6+j1elavXl1ku927d+evv9xT4bgSGxvrdp+8fU+F5Snqd2cymfjwww9ZuXJlke0Iag4VakhPTExk1apVrFy5kr///ls+7vpjMxgMjB49mvHjxzNy5Eg05ZioEwgEAoFAIBAIBGWnoY+B88ZcsqwWolSOYFVWi6WYs7wTEViQGzXXpKNVVDQnLiXgV4IBcm3HdXwtzOmCuk5mvp6w2D2H5a0qxNoVgUAgqBhUakc/MDdTmbtZyu/VeDK3qCQXQ7qwpFcKa1cOQeJWmv75X1K/+w5GPFhhbQeYS+/lLl67NQO7lyDDzsgSIJ7Juszvv/9OVlYWnTp1IiEhgSeeeILY2FgGDhxY3aIVS2pqKps2bWLTpk188MEHJT7v9ddf54cffqhEyaqW+Ph4Zs2aJZyLaxHltmJnZ2ezevVqVqxYwe+//441f+Wiq/FcrVZz7bXXMn78eG666SY5D4BAIBAIBAKBQCCoPjIsDm9SG3Z8fAvybmamJBMQGubtNK+4GrUupBro0iSWE5cSsJcg/KBAIKg9hOl0xOWCTlWB2eLKNTs/jl7PJck6yGIrCNe54eC/tHlsKX1btWHxvQ/y0ppv+Hz7FsXZQb6+fDr1f3RqLEIrCgSC+omrAa7k5xQY0nPNVZI9tF5xcI+BRrTgQfRoMJO0DOwf3A/airnXtkaNsDX0nudbUHMx4j0suRObYpGvPd9W8xbgh92eUmmyCSofs9nMrFmzOHXqFAEBAfTt25cVK1aUO+R6VdCtWzdSU1N59dVXadOmTYnPi42N5eGHH65EyaqWli1bKiIICGo+5TakR0REYDQ6PE8Khzno0aMH48eP5/bbbycqKqq8lxIIBAKBQCAQCAQVSLBWR4bVgoSE1sVr3GI2lbttOy7hQOuDHd0ulgsI6g/6MhhcKoOWDTLztwIVxnNXckx5nLx8iZOXL/Hq7RN459cfSc3Odqu39p9dwpAuEAjqLWovBhg5R7qHXo5GpQbCAcjIFb7KFc3469rwJMFoKEijUpEhuRVGdNGJrVWY8AXc86AXhdEsATMASEhbWAlSCaqK4cOHM3z48OoWo0ycOXOmukUQCMpEuQ3peXl5SJIkv8ibN2/O+PHjGT9+PK1bty63gAKBQCAQCOo+Ur5H26kD56tZEoGgfmFw5sPM78sbAgLIzczEai57ePcmYdnEJ/txLCGgIBxoPbCkK/IQinjTAkGVcHuf87SO/oHdp5LdFuy8uu56ziaF89DQ//De+rcBhyHIqe9W/G8GTcLCWfDTWtb+s6te6KnC1MOPLBAISoDVYkGdn4qzwJDujsMj/SIQgyQssRVOVoYaPVmKY3YRrrveMum1t1n21CPYbQVpdVKzDaRmX/BYv/A73nXXaKkZCyIFAoGgtlAhCcrDw8O57bbbGD9+PL17966IJgUCgUAgENRxXCdbGozoC0Di+VT5WJtesVUtkkBQ71DlT4/a8p9HVf6kqa0cedLjkx0h4jNyNUiSM69m3Z/0ExPIAkEFUcpHqXuske6x7unjth3P5mxSODmmlsD1gIlcU8HEcY9mzWkVFU3U9uByiVtXEOt/BIL6jdmYJ29npSQTFNnAsVOEJV0lqYCc/GLRD6oM7Go1toYNUV24gGS1YjFb0OFT/ImCOoEhIICslGQAQqMb4hceQdYV19z2PfP/8vHyGNqRFN7rVptIxSAQCASlodyG9B9//JFhw4ahVouVTAKBQCAQCEqDY1bmVJPb0AYpJ8A7D2xFl0Elz5ckEAjKhip/ctTp3KLKjw6Rl53l5YziueWqc3zzd2MOnguqV6Hd7TZALSxRAkFNQa1yKJ7Fm5sBPwDw7NfHqlEigUAgqLmERMUU7LisrHH24ZLMRrdzJJd6Lk6yggrEfO21mPv1Q0pPx/D225hNlXOjA9sEVEq7gvLR/9Zx/PH5ErpcOxQAi8mRfkuXv4ClKAqHfbfbC55Xi1WMWQQCgaA0lNuQnpiYyIoVKwAYMWIEkZGR5RZKIBAIBAJBfUcM7ASCqqCwR3pmssPjoTyuiSlZDi8Zk6X+eDpYLHBgdysaXv1PdYsiEAjymTL4NGcT/cgzq/n7VCrQgoupftUtlkAgENRIJElCpzdgysvFZrPKx9MtjvzcBpU3BypHH7I0uZoFJcfcrx8A9qAgTMOG4fLVVCwGQ8nqiWF6ldKsSzeadekm7+elOSL43c31PIWHCGKKxS2FviyXZzTPrK1YQctCQgIsWgT33QfR0dUtjUAgEBRJuQ3pkyZNQpIk/P39uXz5cvEnCAQCgUAgEED9cFEVCGo4qvzJlqz8UO6Rsc24cuY0VrO5zG02i8yCw5GkZOvw0dSPHOlbfw3k0oWI6hZDIBC40L9NMn88uxkA9YTvgeXVK1BdQ8SCFwjqHFJ+ZCLXHMyN9L4czc4oInC705BeubLVRwICMhT7lj59sFsqy5JeQup4n762oKb0vwPXZ1Ql1YAQEgkJMGcO3HCDMKQLBIIaT7kN6Xq9nry8PNq2bYter68ImQQCgUAgENQnxESsQFBt5FgdBnTnY6jR6gBIu3KpzG0GGRxt+vtYsNjqR470tJRyD6sEglrJPxmp/CcipviKNQiT5W7gJu76sBW+Oh/ik8OBvSzd8gdxVy7zwaSp+PqI/LMCgaD+oVI7DOk2a4GRrSBFure+XL4hXVjSK5zu3fe6HbNaqtkAKobuNZocY0EKBpvLMythx1oDbOcCgUBQWyl3vMXo6GgkScLPT4RIEwgEAoFAUHLEGFwgqH588sN0aiTHsCArNQUAU07xefe80TAkF4ANhxrUqxzpAkF9Qu8S4re2hfPNM70AXMvOuMb8cSSSuCuDgVGcSUrks22b2XLscDVLKBAIBNWDKl+3u3qky325Ys6tXW+C2oFG4x6621ppsd0FNY19mWmlPkevLQjZXrh7pljrUhM80gV1hmPHjhEVFUVmZmaR9SZNmsTYsWNL1XZsbCxvv/12kXUkSWLNmjWlare0zJ49m65du1bqNaqap556iocffri6xag1lNuQ3r59e+x2O6dPn64IeQQCgUAgENQDrFYrGRlZ1S2GQFDv8VM7PKmt+TMt0S1aARB/+GCZ2zRbHTOu4f5GJOpHaHdweHrI22KlkKCO0ykgSN6uqKdbqqIldnYck8xP37CFHs0ci4ceHDKaFpENALDUI5etMuvmeqDTBYL6iDO0e25WgTFE9kj38tg7y63CI73C0WiNbsdslurtZIoubuXj7IVkWMwkmYyYbZ77JY/ThiDOKY6pVAWmHtd3fEZervIZrmfvcWdqYkmS0Gq1NGvWjCeeeIK8vLwqlaG0RuTqZPDgwcyYMaNEdZ9++mkefvhhAgICiqz3zjvvsHTp0lLJsWvXLu69995SnSNwcODAAQYMGIBer6dx48a89tprivLHHnuMZcuWcerUqWqSsHZRbkP6HXfcAUB8fDy7d+8ut0ACgUAgEAjqPpfOX5G39b4ifKpAUF2o8y2+Z3KzAcciF4Bz5TCk92yeCsCBc8GYrY7BdF0P7S4Q1DdUlTmVXkWTu4PaniEmxDGB2rlpU8L8i578q+tIYgWQQFDvcUYmslsLvJ7lRZHFhHYXVDxWi3uEKFs9WuxVXxkcGilvLzx3ktfPHOVs/ljNlUiOcz2Pe23Hbi94r/v7GKjvv5wRI0aQkJDAqVOneOutt1i0aBEvvPBCdYtV64mPj2fdunVMmjTJax2r1YrNZiMoKIjg4OBStR8REYGvr2/5hKyHZGRkMGzYMJo2bco///zD66+/zuzZs/noo4/kOuHh4QwfPpyFCxdWo6S1h3Ib0m+99Va6du2K3W7nwQcfJKccYSAFAoFAIBDUD+x2uzwFr/fVV6ssAkF9xpgfHjJQ4/DQbN9vYLnb7B6bKm+v2/sJ4LCLHb14gbjLZc+9XisQhiiBQCAQCAS1lPDGTdyOFduzya8gPNIrHo1kdjtW7YZ0qwgtX9n4qTX0CQ6T9612OxeNuR7ralB6VNvtapdtZV17Pbek+/j4EBUVRePGjRk7dixDhgxh/fr1crnNZmP+/Pk0a9YMg8FAly5d+Oabb+Ty1NRUxo8fT0REBAaDgVatWrFkyRK5/Ny5c9x2220EBwcTGhrKmDFjOHPmDOAIC75s2TLWrl0re8Zv2rTJo5xFyWGz2WjUqJGb4XPv3r2oVCrOnj0LQFpaGlOmTCEiIoLAwECuvfZa9u/fL9d3hin/7LPPiI2NJSgoiNtvv10OzT5p0iQ2b97MO++8I8vr/CyF+eqrr+jSpQsNGzaUjy1dupTg4GC+//572rdvj4+PD/Hx8W5e+ZmZmYwfPx4/Pz+io6N566233DzhC4d2P3HiBAMHDkSv19O+fXvFd+gNo9HItGnTiIyMRK/X079/f3bt2iWXb9q0CUmS2LhxIz179sTX15e+ffty7Ngxj+1t2bIFrVbLpUvKuY0ZM2YwYMCAYuWpClasWIHJZGLx4sV06NCB22+/nWnTpvHmm28q6o0ePZpVq1ZVk5S1i3Ib0rVaLV999RWNGzdm9+7dDBo0iL1791aEbAKBQCAQCOooylCiwvAkEFQXMT4GAFLMjtCRMa3ayGVWi3texpIQ5GthTI8LjjZsjogTe86cosOTM2j92MOk57h7VNR2HBEXxQSyQCAQCASC2oz7uEwO7e71HEeJl+jTgnLQwf6r2zFbJS1YSD9UdG5j7R9/oLp0iaaapEq5vkDJkLAonm3enk7+QUXWkwr5mUtSwfjNpnhq7YX2Czh0/hw7T54os6y1kYMHD/Lnn3+i0+nkY/Pnz2f58uV8+OGHHDp0iJkzZ3LnnXeyefNmAJ577jkOHz7Mzz//zJEjR1i4cCHh4eEAmM1mhg8fTkBAAFu3bmX79u34+/szYsQITCYTjz32GLfddpvsFZ+QkEDfvn09ylaUHCqVijvuuIOVK1cqzlmxYgX9+vWjadOmgMPx9cqVK/z888/8888/dO/eneuuu46UlBT5nLi4ONasWcO6detYt24dmzdv5pVXXgEcIdj79OnD1KlTZXkbN27sUd6tW7fSs2dPt+M5OTm8+uqrfPLJJxw6dIjIyEi3Oo888gjbt2/n+++/Z/369WzdupU9e/Z4/d5sNhs33XQTOp2OnTt38uGHH/Lkk096re/kiSee4Ntvv2XZsmXs2bOHli1bMnz4cMX9AHjmmWd444032L17NxqNhnvuucdjewMHDqR58+Z89tln8jGz2cyKFSu8ngMwcuRI/P39vf516NBBrhsfH19kXX9/f15++WWv19qxYwcDBw5U/MaHDx/OsWPHSE0tcHy46qqrOH/+vNeFEoICNOVtYPny5QBMnz6dOXPm8M8//9CzZ0+6detG//79adGiBQEBAYocHUUxceLE8ookEAgEAoGghuPwSBdGJ4GgppBucXi8+PgVhE3LTE4iuEFUmdp78ZZDrP2noewJ8dXOP+Wy5Kwsgnz9yi5sDcQ1dKJAIBAIBAJBbcQZWEex5Dn/oPcc6Y6g796MdIKyExxupLD/t72SPNJbX9O6yHLd5s2weTONHrytUq4vcEeSpGJdDlSFfiGuDguFPdBttoLWXFM1dH76EQAuvvcxDYKCyyRrbWDdunX4+/tjsVgwGo2oVCree+89wOGx/PLLL7Nhwwb69OkDQPPmzdm2bRuLFi1i0KBBxMfH061bN9loHBsbK7f95ZdfYrPZ+OSTT2SduWTJEoKDg9m0aRPDhg3DYDBgNBqJivI+vi6JHOPHj+eNN94gPj6eJk2aYLPZWLVqFc8++ywA27Zt4++//+bKlSv4+DgWtS9YsIA1a9bwzTffyPnGbTYbS5culfOaT5gwgY0bNzJv3jyCgoLQ6XT4+voWKS/A2bNnPRrSzWYzH3zwAV26dPF4XmZmJsuWLWPlypVcd9118j2LiYnxeq0NGzZw9OhRfv31V7neyy+/zMiRI72ek52dzcKFC1m6dKlc7+OPP2b9+vV8+umnPP54QXqEefPmMWjQIACeeuopRo0aRV5eHnq9exTNyZMns2TJEvn8H374gby8PG67zbuO/OSTT8jN9RxdAhwOy05iYmLYt2+f17oAoaGhXssuXbpEs2bNFMcaNGggl4WEhMjXAcf36PqbFrhTbkP6pEmTFLm0JEnCbrezd+/eUnumS5IkDOkCgUAgENQb8vsPIhSyQFBtOEO6+6ocwwK1pmDwZswtf8omoyUEGA64e9TUJep7qESBoLZgtnqOtLFkczMSM28GXq1agQQCgaCGU+CRXrShPMeoAUyVLk99wubBgGWzVvOCBW8rKgTVgoE0xf6xhAvyttVlgGIv9gmG+OSkOm1Iv+aaa1i4cCHZ2dm89dZbaDQabr75ZgBOnjxJTk4OQ4cOVZxjMpno1q0bAA888AA333wze/bsYdiwYYwdO1b2Kt+/fz8nT56UjdJO8vLyiIuLK7GMJZGja9eutGvXjpUrV/LUU0+xefNmrly5wq233irLkpWVRVhYmKKN3NxchSyxsbEKeaOjo7ly5UqJZXVt15OhWafT0blzZ6/nnTp1CrPZzFVXXSUfCwoKok2bNl7POXLkCI0bN1YY250LDrwRFxeH2WymX79+8jGtVstVV13FkSNHFHVd5Y2OjgbgypUrNGninvZk0qRJPPvss/z111/07t2bpUuXctttt+Hn591hwDX8fXFoNBpatmxZ4vplxWBwRCgU6bqLp9yGdCgcntX7MYFAIBAIBAJQjr+FGV0gqD70KkcevVRLwcRnUEQk6YlXsFnKngMx2Nd1IvUdoG2Z26oN2O0oo2yIBUICQQ3D8XwmZmYAwfLRUD+HrvrrZBjwEg59JRAIBPUU2SW9oE/j7NFc8JKj2W53eLglZvgiDOkVw+ZfknjmPh8e+E8O9uBgRZnVXDmrNyV18XUAkcmomml9dR+O79wh7/uQ4bWuTRnZXWmr8WC3Kd7/vXbj5+cnGyYXL15Mly5d+PTTT5k8eTJZWVkA/Pjjj27GTqdX98iRIzl79iw//fQT69ev57rrruPBBx9kwYIFZGVl0aNHD1asWOF23YiIiBLLWBI5AMaPHy8b0leuXMmIESNkw3lWVhbR0dEec7AHu+gTV+9ncDi42sqQoyM8PFwRKtyJwWBQON/WBlzviVN2b/ckMjKS0aNHs2TJEpo1a8bPP//sNe+9k5EjR7J161av5U2bNuXQoUOAI7R7+/bti2xv1qxZzJo1y2NZVFQUly9fVhxz7rtGGXCGty/N77S+Um5D+sCBA2vdQyEQCAQCgaB6cQziOgGbFMdP7o2vDnEEgnqLv6ZgOJBntaJXq1GpHTNpVi+emyWhYWge8279l2e+7gR4X1VeVzi4x7f4SgKBoNqICQnlovscHy/f9i+dGqfz2MouOKZHKsTXQCAQCGo1WakFeWOz8vuDXkO7SynY7WFo1GXvNwqUPHpXIKlJfYAv3MqslZQjvaTL220W8T1XJ36FPMZzCfFa19VwbrOD2eJiEKznphyVSsWsWbN45JFHGDduHO3bt8fHx4f4+Hg5tLcnIiIiuOuuu7jrrrsYMGAAjz/+OAsWLKB79+58+eWXREZGEhgY6PFcnU6H1Vr0QvWSyjFu3DieffZZ/vnnH7755hs+/PBDuax79+5cunQJjUZTrlDdJZEXoFu3bhw+fLjU7Tdv3hytVsuuXbtkj+/09HSOHz/OwIEDPZ7Trl07zp07R0JCguwx/tdffxV5nRYtWqDT6di+fbucQ95sNrNr1y5mzJhRarldmTJlCnfccQeNGjWiRYsWCq93T1RlaPc+ffrwzDPPYDab5XbXr19PmzZt5LDuAAcPHkSr1Srysws8U+5RYnErLQQCgUAgEAgK4xjU5Q/CXRbkaX00GHPNqFT1fGQnEFQRAeqC4YAlf7JFlW9cz3aZRC0LEweczTekA4QC5WuvJqPR2h2hFcUCY4Gg3OxY8w03TH+sQttsFhHJxVSw2jRAQRjLqGAjD1wXl29IFwgEgvpN8vlzAFhdjKWxBj9O5GSh8tLHUatOY7O2wmoTfaCKIjWpo2Jfu3075nwDjbUcEaOKQirh+NtmNFfK9QVFsyH5MrEGPySVSnHcgg8hnGYKI9jKTP6iIDR14SwAarXy3PrOrbfeyuOPP87777/PY489xmOPPcbMmTOx2Wz079+f9PR0tm/fTmBgIHfddRfPP/88PXr0oEOHDhiNRtatW0e7du0Ah4f466+/zpgxY5g7dy6NGjXi7NmzrF69mieeeIJGjRoRGxvLr7/+yrFjxwgLCyMoKMjNKzwgIKBYOcARlr1v375MnjwZq9XKDTfcILcxZMgQ+vTpw9ixY3nttddo3bo1Fy9e5Mcff+TGG2/0mM/cE7GxsezcuZMzZ87g7+9PaGgoKpX7b2j48OFMmTIFq9WKWl3S0BaOz3rXXXfx+OOPExoaSmRkJC+88AIqlcqr0+6QIUNo3bo1d911F6+//joZGRk888wzRV7Hz8+PBx54QL5OkyZNeO2118jJyWHy5MklltcTw4cPJzAwkJdeeom5c+cWW78qQ7uPGzeOOXPmMHnyZJ588kkOHjzIO++8w1tvvaWot3XrVgYMGCCHeBd4R2hQgUAgEAgEVY/dDjhWRDdvkycfdg7gG7VuUB1SCQT1DkmSUOcPVK35sRpTEy5WSNtRQXkue3U7R7pKBWYKBp9iKlkgKD1S/uRbysXzlXaNU1faAyWf5Kvz2Muurexiwk0gqHM06eAwwrkaMbSSY+rYW4ZlKX9xdGauCOtecSjzLKvOnZO37ZUT2b3EhnS1wQrmoHcAAQAASURBVKf4SoIKI1pf8K795PwpUtzyGEuM5jEiOc7NPAD0lUtsLpZ0O2ArZrGLxVY5izRqKhqNhoceeojXXnuN7OxsXnzxRZ577jnmz59Pu3btGDFiBD/++CPNmjUDHB7aTz/9NJ07d2bgwIGo1WpWrVoFgK+vL1u2bKFJkybcdNNNtGvXjsmTJ5OXlyd7qE+dOpU2bdrQs2dPIiIi2L59u0e5ipPDyfjx49m/fz833nijwggqSRI//fQTAwcO5O6776Z169bcfvvtnD17lgYNSj7P9thjj6FWq2nfvj0RERHEx3uOHjly5Eg0Gg0bNmwocdtO3nzzTfr06cP111/PkCFD6NevH+3atfOYcx0ckQS+++47cnNzueqqq5gyZQrz5s0r9jqvvPIKN998MxMmTKB79+6cPHmSX3/9VeGZXRZUKhWTJk3CarUyceLEcrVV0QQFBfHbb79x+vRpevTowaOPPsrzzz/Pvffeq6i3atUqpk6dWk1S1i5E3DKBQCAQCARVjt1uLzA0eRrPCSuUQFBlqJGwYifXaiVIo6VJh86cObAXs6l8E6IqFTSLyOJ0oj/QE2gNHK8IkWsc3sKdCgSCkjPivof4Zv6cSmk7IuAIcAWIrJT26wKlCahhMlmx5YfhFIE4BIK6g0bn8I50DQntIW26ApPVmP+/UkWrN+TleQid7nLz7YXdjKuIZvfexIVvNtJs6o3Vcv36ylVBYeRZrWxOTQTg0LWD0Blz0O7cCYAdCTWex2yKFOn2wvvuvyNvUSfqAkuXLvV4/KmnnuKpp56S96dPn8706dM91n322Wd59tlnvV4jKiqKZcuWeS2PiIjgt99+K1ZWSZKKlMPJAw88wAMPPOCxLCAggHfffZd3333XY/ns2bOZPXu24tiMGTMUoc5bt27Njh07ipVXo9Ewa9Ys3nzzTYYPHw7ApEmTmDRpklvdwt9DQECAIq98dnY2c+bMURh7z5w5ozindevWbnnGPf2eXdHr9UXej8GDB7u10bVrV8UxT/cM4MKFC/znP/+RQ83XJDp37lxkTvaff/4ZlUrFLbfcUoVS1V6ER7pAIBAIBAKBQFCPMeW7tljy/6vzQ7unXCi/V+jOOb+77N1U7vZqNsKaLhCUB29hHCuCQMN5IIqhHb+ptGvUJ3JzCww9UbHh1SiJQCCoSCQPVnMpf4Wzt15OYL6HsgjtXjGM7pBIF76kO597LLdZK8cl3UPEZgXdFs5i1JUNBHdrWynXF3hnYGgknQOC5X3TyJHYisiN7MTqEr7A4ZHuXqc4A6RAUBLuu+8+Bg4cSGZmZqnO27t3L1988QVxcXHs2bOH8ePHAzBmzJjKELNCSU9PZ9u2baxcuZKHH364usUpE9nZ2SxZsgSNRvhal4RKvUsJCQkkJSWRnp6OzWZj4MCBlXk5gUAgEAgEtQTHeE0M2gSCmkC41ocksxFj/uxKVpojl7nV6sEjppSEBZgIDzCSlOmDjyYbY/mbrJGIOShBfWZTyhVa+frTxOBX3aIUg52Tly8UW2vzkUNc361HFchT+1FlZeEf7FvdYggEggrDYQzPy84qdAS8jd0kHK7omXl6IM9jHUHJGXzmA9rxMwC5OLwyrT7+crnNkzW0AvCU+7gwlbngTVA0YyIb0iUgmM8ungHAHhgIKY4xm/MZLIxrpHZ7oVQutvzBi6shXYxnBGVFo9EUm6vcGwsWLODYsWPodDp69OjB1q1bCQ+v+Ys0x4wZw99//83999/P0KFDq1ucMiE80UtHhRvSt2/fzgcffMAff/zB5cuX5eOSJGGxuM+czZ8/X16t8swzz+DnV9MH3wKBQFC/sVitvLx2Ndd06MiANu2qWxyZjIwMHl/xJRqVxKwbbiLUP6D4kwTVhjJcoBiQCwTVidMTPcVspAX+BEc04PKpONKvXC7mzJIxsG0iq3c1qpC2aip2u4TkOsEs1JqgjqOWJFSADfgzLYn9mWk8EtumusXyip+PI9fi6cQCvear03ms++bPP/D6uJqV51AgEAiqAlOuI/9yVmqKfMzZpfFmY7PZHUberDyRO7siaMfP2AICMPfpgy0yPx3JkILFXdUV2l1Q/cQa/PDPM5KlVz5rRjzPfdmVwdyxefjp2IVzg6Aa6datG//88091i1EmNm3aVN0iCKqYCjOkp6SkMHXqVNasWSMfK0l4kJSUFN544w0kSaJVq1bcfffdFSWSQCAQCCqBxZt/Z853XzHnu6+wfvZ1dYsjs2XLFj759UcA3vp5Hde274i/3sArt4+nTXTDapaufvPWCx8SHBrI3dPHycfsdjtd+F7eP3skgS3f1M4OtEBQ23FOkGokhyeKf36oQJ1BeBmWFluDBtUtgkBQJWhVKm5s0IiTOVnsz0zDaKvZyXEfv34MAQY9W4625q+TjmORQcFAlltdjVpdpbLVRkQoWIGgbqLWOHKk6/0KPKCdSdK9PfZ2HIuS/PXZlSpbfcI0bBjWTp3kfZWpwNPfajZXyjUllVgFWhvQBwSQZS6cE93zd2d1sZzb3HKkF/1cCwQCgUBJheRIT05OZsCAAaxZswa73S7/BQcHo9frizz3wQcflLe/+OKLihBHIBAIBJXIiUsJ1S2CR0wm5WDi98MH+X7PLj7ftqWaJBIAnI07z3svfcJLj7ypOG6329FidGxbrWz7bm91iCcQCIDIfE9NZ4i/wAiH94vNQzSp8mC0vAtsJSHVv9i6tQ1nugopIwOA3CxjtcojEFQF7f2DGBgSUd1ilIim4RHM/++dXN+tZ3WLIhAIBDUWZx/Q1Uu1wCPds8XNR+NImWETOdIrDGvr1soDloLFapVl+FSpxfdXG5A8GM0D8DxHZymUBsB112ljV4R2F97pAoFA4JUKMaSPHz+eI0eOYLfbCQgI4NVXX+X8+fOkpKQwaNCgIs+NjY2lZ8+e2O12tm3bhtEoJp0EAoGgJqOq4WG4g3x9+fx/0xnZpRsAZmvN9pCq6+Rm53ots+R7LwQMHYHNWjm53gQCQfGo8idkbPmTJ2q1I2jV2YMHKuFq/dl6rHEltFszkPIXH/gHGapZEoFAICgeux0kbEiIfphAIJCdz/GUrcabiU2SHCWewkYLyoiPMnR3SFTBojWbWdxogSsSWUR6LHFddGG3g92DEb5ajefR0fDCC47/AoFAUMMptyF9/fr1/Pbbb0iSREREBH///TePP/44MTExJW7DaWw3Go3s37+/vCIJBAKBoBKp6fmsx/a4ijv69KddTN3Ox1tb8PZ7UeRIzw8hKBAIqgdnJMfCngkBYWGVcr0rme6hlGs9TpWWr/NEeEyBoGbStWkakmSnQVAeDUO8L/arL9htNmbShWn0qm5RBAJBDUDKT/OjGKvlG99O53oO3e7s8djsou9TWQSGBMruxCZj5TgK1HSHCYF3bHieT3EN7W63g12xb5ePFz5WZURHw+zZwpAuEAhqBeU2pLuGY//ggw9o06ZNqdvo2rWrvH38+PHyiiQQCASCSkSMrwQVglhILxDUGJwTpAlGh1EprJHDYzzpXHyFtF94YvWzbZsrpN2ahqRQbOJlKRDUREZ2ucTl938g7s2f8PURUYvMlxKJ5iCN2IMlK6e6xREIBDWE+EMFUYmcHqthWp3HupLkMPAKj/QKpFB6paBOLeXtXVvPVs41xURPrUTC5tHTHMDqaiTHi0e6XWlsFwgEAoFnym1I37ZtGwChoaHcfPPNZWojMrIgBEliYmJ5RRIIBAJBJaKSKiQriKC+4DJWUw7SxChNIKgpZFrMAKjzJ9A0WodXg29gUIW0r1EpQwanZGWSmVu3PEGFShMIag9hASYMOm+hzO/BYm1db/opkkYtb9stYmGBQFDfyct2RA0KblDgIRpYTPQwp/3VJjJEVBwajWJXHxYkdzZ/+qZsc+/FIqZ5aiUqLHhbwGu1Ko3kNpe+jXOhs8iLLhAIBCWj3K/JS5cuIUkS7dq1K3Mbvr6+8nZuHZtUEwgEgrqCzWbj4z828MoP38nH6qpXoaDyqS8T1AJBbSDSRw9AgjEPAJ3ekd/bWsgbpqzc1OuC27FVf22vkLZrEpKYiBIIaiUqlR21vODnHWADO07Uk0h56gJD+tEXP+bQ8wuJe/9LbCZzNQolEAiqC2dUostnTrmVeevlqBA50iuSy7rWbscatW4g62u12kpeXsX00V1RibREtRIdWYTi/rwCWItY3OIxtHsdHssMHjyYGTNmVLcYCo4ePUrv3r3R6/VytGZPxwQCQc1AU3yVorHlLzlUuwzASkt6erq8HRRUfs8Xs9nMnj17+PPPPzlw4ABHjx7l7NmzpKWlYTabCQwMpHHjxvTs2ZNbb72VoUOHolKVbk3Bv//+y5IlS9iwYQPnz5/HZDLRsGFDevbsyYQJExgxYkSZZK+sdgUCgaC8/HXyBPcvXqQ4NmnRe/Rq3pK2MQ2rSariOXThXHWLUK9xzZFut9sL5Ux39B1yckUoUYGgOtGrHM9iQL73iyr/f0UZ0kd2ueR27MiF8xXSdk3BYlHOVInomAJB7UGnsfPOhH38sDeGXw9EAREkZmZUt1hVguQyj3Pq/1bJ24ZGDYgZM7gaJBIIBNXJ4a2OhfJplxLkY8V1aSRJGNIrkiRDC/xd9mM7xKDVFUzfa3VmsjJs6PXlntIX1AFUWJDwbDG3FgrbbndJt5VtMuYfFw9udfHCCy/g5+fHsWPH8Pf393qsrMTGxjJjxowat4BAIKitlPut26BBA06fPk18fNlzKB44UJB7JyoqqrwiMWvWLBYsWOC1PCUlhZSUFPbv38+nn35K165dWbx4Md26dSu2bYvFwvPPP8+rr74qLyJwcvz4cY4fP87KlSu5/vrrWbx4MRERESWSubLaFQgEgooiI8+zsTOjhhpBr2Q4FmnlmUzVLEn9prAh3UlqckGOveR0dyObTl90CEGBQFBxBBcK2anON6Rb8idYykugobBBvj0hfuke69ZWEs5dxruvlkAgKA0ZSUl888pcAKJbtqbfLbdX+jUfGHKKMT0u0nja9ZV+rRqFiwdi7L03c/mX7eTGX8KcnlWNQgkEguoiuQyL0IUhvWJx9fNq0bUxHfu2UJT/d+rPXDo/mPBIn4q9rlqsAq2NNGIvqTT2WGaxuszFoPQ+12t98o+LB7e6iIuLY9SoUTRt2rTIY6XFZDKh0+mKrygQCEpFuUO7d+zYEYAzZ84QFxdXpja++64gTHCfPn3KK5Lbaio/Pz86d+7MoEGDGDx4MG3btlV4oO/bt4+BAweyfXvxISbvu+8+5s+fLxu7tVotXbp0oV+/foSFhcn11q1bx9ChQ8nOzi6RzJXVrkAgENRXujSJBcA/P0SxoGZhMha8hzUa95ycfoHiexMIqorC02Yal4H3F3OeKdOkamHenbjXZc+v3O3VNCzmfD0mXNEFgjLjFxwMOBbxxB/6l/hD/7Jz7bfkZNSthTc1lc5vP0Zgu+bVLYZAIKhlOHs+2XliAXtFEGIqcFS7akRHAsOUXqkqrYpN61Ir/LpSKSO1CmoOIXgeq43/4CZ525Ej3b2OIrR7PfJOT01NZeLEiYSEhODr68vIkSM5ceIE4LgPERERfPPNN3L9rl27Eh0dLe9v27YNHx8fcnK8OxZ98skntGvXDr1eT9u2bfnggw/kMkmS+Oeff5g7dy6SJDF79myPx8ARvfjaa6/FYDAQFhbGvffeS1ZWwYLHSZMmMXbsWObNm0dMTAxt2rRh8ODBnD17lpkzZyJJUqHIkAKBoCyU+y05atQoeXvu3LmlPv+7775j165dSJJEx44diYmJKa9IGAwGrr/+ej766COOHj1KVlYW+/fvZ9OmTfzxxx8cOXKES5cu8cwzz8gh6bOyshg3blyRBuqPPvqIxYsXy/s33HADp0+fZt++fWzbto2EhAT+7//+D02+F8/+/fu59957i5W3stoVCASC+kyAQRhiawLePNI9jdH8gsR3JhDUBHQuC5ASTh5n2VOPkJVWvgm7+6+L46rmKfl7dW+iTnhzCATlJzS6Ibe/MI///G86//nfdHlhSuGIbYKqx2a21KsJdoFAUICUbypPMXs2lCdnORY7adQi1HhFkK4pfl5csld8jnRB3cBACo/QiWt5GWigKFMYzSuoa2W3Q3Z29fyVp1syadIkdu/ezffff8+OHTuw2+385z//wWw2I0kSAwcOZNOmTYDD6H7kyBFyc3M5evQoAJs3b6ZXr174+vp6bH/FihU8//zzzJs3jyNHjvDyyy/z3HPPsWzZMgASEhLo0KEDjz76KAkJCTz22GMej2VnZzN8+HBCQkLYtWsXX3/9NRs2bOChhx5SXG/jxo0cO3aM9evXs27dOlavXk2jRo2YO3cuCQkJJCQkeBJTIBCUgnLPYo0fP14Ox/75558XGVK9MFu2bOGee+6R95944onyigPAiy++yA8//MDUqVNp06aNxzoRERG89NJLfPjhh/Kx+Ph4vvrqK4/1c3JyeOGFF+T9wYMHs3r1aho2LMgLrNVqeeihhxRtfvHFF+zZs8errJXVrkAgEAgENQGlIR2XbQ+jHrFIViCoJhwPn/OxdIZ2d+Wjh+9l/8bfynwFtQpu7+P0sLmhzO3UVOx2CUkY0wWCchPTsjVt+/SnbZ/+ch8i5cJ5zMaKSTUhKEQJ1Fbe5WR+ajSC7f+ZVvnyCASCGoch3wHJGxGBgflbdW+hZHVgkzzfx6u7hsvbkrXivf9VKjEYrw04X9umwYM9lg/kTaI5yEieURzPyjNicVmY6FwE7PjvA/iTmZdXanlycsDfv3r+inAGL5ITJ07w/fff88knnzBgwAC6dOnCihUruHDhAmvWrAEc9hmnIX3Lli1069ZNcWzTpk0MGjTI6zVeeOEF3njjDW666SaaNWvGTTfdxMyZM1m0aBHgSG2s0Wjw9/cnKipK/l/42MqVK8nLy2P58uV07NiRa6+9lvfee4/PPvuMy5cvy9fz8/Pjk08+oUOHDnTo0IHQ0FDUajUBAQFERUVVSCplgaC+U+5ejp+fHwsWLJAnxJ988kmGDRvGTz/95DG8RW5uLps2beLuu+9myJAhpKenI0kS/fv3Z9y4ceUVp9RMmTKFFi0K8s04FWJhli1bxqVLjhyukiSxcOFC2Zu9MJMnT+bqq68GHIaCV1991ev1K6tdgUAgEAhqGyLclEBQs9m49ONynW+2OoceJ8ovTE3DbXGQ0GeC+oXFbq80j+VvXpnL8lmPYq8yz3Qt6//dT66pfhnvvXXDLv+6A1NSGld+2+GhVCwgEgjqEsPvfdDtmK/LHKUnPa9WOY7lmSs2Z3d9xZsubja0R8FOYrznSuW6cMU3Kah4tM4FDx4WPgNo8WwM/3bXX9z8ToHzo93uXEhtBy4DmVit+ooUtcZy5MgRNBqNbGMBCAsLo02bNhw5cgSAQYMGcfjwYRITE9m8eTODBw+WDelms5k///yTwV4WM2RnZxMXF8fkyZPx9/eX/1566aVSp0U+cuQIXbp0wc+vIDVav379sNlsHDt2TD7WqVMnkRddIKhkKiTuzrhx44iLi+OFF15AkiQ2btzIxo0bHRdwUeyBgYGK0OnODliLFi349ttvq20CvXv37rIicxq1C/Ptt9/K24MGDaJt27ZFtnnfffexc+dOAH766SeMRiM+Pu6dyspqVyAQCCqa9f/u93g8x2Riz5lT7D5Vsg5hn1at6dS4aUWKJqjBuL7alaHd3SdhxNhdIKg5xLRuw8XjjsF5kw6diD/0LwBZaan4B4eUqc1WUZnydnJWZhE1ax8OlSYMSoL6h8rlRR+fl0NTg18RtUtH52uGcvzvHeRmZpB+5TJWiwVNJU4SOo1BAAs3XibH9AmLPRiV6gMX12yi8bgRqDQaTElp1S2OQCCoIiKbNgPANyhIPuY6RrPjPmZLy+kMwB+HBwHfICgfwYNiPR5XuSxo2L1xCzC8Qq8rUqTXDgaGRPLlpbIupHCfcXGMYRzP+5mkyFK36OsLLum6qxQvUdUrhE6dOhEaGsrmzZvZvHkz8+bNIyoqildffZVdu3ZhNpvp27evx3Od+cs//vhjhbEe8Oo8WV5cDe0CgaByqLAENs899xytW7fm/vvvJz09XT5usVhkA3mWB806cuRIPv/8c0JCyjYhVxFYLAW5ZQLlkEQFZGVlsWXLFnl/xIgRxbY5cuRIxfmbN29m2LBhVdKuQCAQVDT7z57h7V9+9Fi2YvsWVu3YTk4JvXZC/f25/P6nqKpopPb9nl08/80qhnTszMC27avkmoICXBfJvTN7EWqNGq1Oy5K3tvKMPoW8kTeSnWZ0Vq4mKQWCeo6HR++6u6ay6fMlSCoV10y4h2VPzQTg92WfcsP0x8p9ya3HjpS7jZqEvDZI6DFBPSPAJSdumsVMRS6VvG7SFAb8dzzv3TuxAlv1ToMg175sE84ln6qS69YkVDrH95mwdhMbu95B43EjOPzcQrk8cdNuIgb3LF9iUoFAUGNxjt1y0tM5tHUT7fsPknOkg+clg6nZXatEtvpCQNdor2WWhBQ00aGVcl1JWNLrCN7ezxKglfds+e/x8i5uliSobTbcdu3aYbFY2Llzp2wMT05O5tixY7Rv75gzlCSJAQMGsHbtWg4dOkT//v3x9fXFaDSyaNEievbs6dV43aBBA2JiYjh16hTjx48vt6xLly4lOztbvt727dtRqVRe0xk70el0WK3Wcl1fIBAUUKFvyf/+97+cPn2a+fPn06FDByRJwp4f4s3V88xgMDBy5Eh+++03fvzxx2o1opvNZnbsKAhR1qdPH7c6hw8fxmw2F1mnMFFRUcTGxsr7+/e7e3JWVrsCgUBQ0SRmZij2/VwiYVisVtmIfkP3Xozp4flvZJduAKRkZWGtgtCcOpeIKPPWfstt775R6dcUuJN0OUXe/vDVpbw/71PefuFDzGmpWLp3x9qli1we0cjRH1BrK2eVrkAgKDkRTZpy66zZ3PLU84Q1bESj/IVIJ3fvrJD2G4aEVUg7NQW7HUWOdGFPF9QXJEmihcHfsVMHbKt9WiZXtwjVSusnJ8nbmUdOK4zoAOn7j1exRAKBoCpRu4yhf/3ofc4dPqgot9cFRV8nqERXXEEdpsCR0GmmOZ9S0O+x2asqhU710qpVK8aMGcPUqVPZtm0b+/fv584776Rhw4aMGTNGrjd48GC++OILunbtir+/PyqVioEDB7JixYoi86MDzJkzh/nz5/Puu+9y/Phx/v33X5YsWcKbb75ZKlnHjx+PXq/nrrvu4uDBg/zxxx88/PDDTJgwgQYNGhR5bmxsLFu2bOHChQskJSWV6roCgcCdCvNIdxIcHMyTTz7Jk08+SWpqKocOHSI5OZns7GyCgoJo0KABXbp0QavVFt9YFfDMM8/I4dxDQ0OZNGmSWx1nfgwnrjnVi6JFixacOXPGYxuV2a5AIBBUJlFBwVx472Oe/vJzXlu3VlH27fTHvHqap2VnE3b/pCqQ0MHIzt0U++m5OVV2bUEBGm1BV2PiQ/9l+XtfAqDDjt1lQUZIg0B6j+pEcEQAEY2rb4GdQFAfcdp8i5oc7TpsJOePHq4agWojwjtTUI8pWDhS8c+BysWok52eRlBE6cOOCkpOWJ/ODDu6mtMff8flX7aTcUjplR/YqVU1SSYQCKoCQ2CQYv/K2TM0aFcQ1c3uKba7oApx3vyK90qX1OKLrQtIeDOGS+AhukSES2ReVT1aCbxkyRKmT5/O9ddfj8lkYuDAgfz0008Ke9WgQYOwWq2KXOiDBw9m7dq1XvOjO5kyZQq+vr68/vrrPP744/j5+dGpUydmzJhRKjl9fX359ddfmT59Or169cLX15ebb765RAb5uXPnct9999GiRQuMRqPH9IoCgaDkVLgh3ZWQkBD69+9fmZcoNRaLhcTERHbu3MkHH3zA+vXrAdDr9axcuZLQUPfOyNmzZ+VtjUZDdLT3MDuuNGnSRN52Gr6rol2BQCAQKL3mBdVPk+YNeeGdx1mx8BuP4aU69G2BWqOmQ9+SLSoTCARVS2zHgugRx3f9RetevatRmpqHyJEuEFTOE6BxmdC0ifCUVYJ/qyZ0em06lsxsN0O6QCCo20gqd0NacaHdBVWJ8xswF1mrLFRV6j1B5aLBpNgfyhyiOcBntMTu8iw7g0QGGVyjG9TdyICbNm1S7IeEhLB8+fIiz+nataub8XnGjBklNoaPGzeOcePGeS3ft29fiY516tSJ33//3Ws7S5cu9Xi8d+/eIpKxQFCBVKohvaYQHh5OcrL3EG1DhgzhjTfeoHPnzh7LMzIKQhoHBASUuHPhmm89M9M950hltVsYo9GI0ViQ7815XQuV0fUSFMZiAcylW9VntdmxSrUjpM7xV5dw5AVHyL9r/vmCwA4FRjCrxab4X99Q2e2YraVc0WmpmYNTS6F9M8jrXG2FjnvTZGYv2xWBq3y2/PY9XUPoPHcqW0fZ8p9/ux2s5kLnuKx4tlnt7uU1EKHX6o5eq+lYCv2vTJymKTve9aRkMMjbJ/fsplkZDOkFJrC+RV6rvFRH3+vk0SAauezXFp0GQq8JvVZ+nPeiuPFlWfWazmDAlJuL2W6v9L6c6/fq7FPWBCpLr7nqKavZBi717Tb3X7nNYsNqtmGz2pXn1TCEXhN6raqoyv5aVWAp5G5uk5SfzaQwxblTGp1ZFr1WFmrT/FphrGabvJDBarG5pBGSSq17E37YzL8zF9DxtRkey22Wmt13FXrNgXM8ZWvUCLtOh2RSGs6DOKfYH8ZsAFoyihMux519HNez86wqr3NpAoFAUN+pF4b0oujfvz8PPfQQnTp18lonOztb3tbr9SVu2+Ay4ejaRmW3W5j58+czZ84ct+Ob/LX4+taMEPt1mt1lCbmUmv9X8znxQkHevIMLNxJ8vcGtzrENl6pSpBpGGXLABlS8FOVlv2/B68KokvglQMspnWO16gVtgen8lwCt10VBWZJLvrUALRpN5byCLmhV/BKgJU+r9Fqy5csnKEQl66jTxxy5mEw5Fg7/ctFrOKkL+1PJiS+DKNWE0GulpAbqtdrChirQWylmhz5P0qiK1JMht95K6tdfc3TbZoxT7kYTHFyq68RFOfWylSsaqfJ0cjX0vfz0jsWt9vwFQhcOpJJ7vnaFRxR6rZQIvSaTmOjo+x3Uq0kowXNdWr3mNOKseuNlmi1aVFrxSkWqHNo2lgtmDV/Z/QgMNBV5TpVQSXot/lhBzsyjvyUgufTPc3TuEfPO7kom0XiR1COOdu12OPzLxTLIVjUIvVZKhF4rM1XRX6sKbBrlkoCjeo1Cr2/w16JWe/daLVXfrkx6rSzUnvm1whxdn6CYX5Hy+5larU+pde+pyS9ittvZfc8ceOopt/Lze1NQ5db037HQa0adH+S/2mzR0ahdot0C2L14leuw4Bra/ZiPml8CtFzJLah/TO8Yn+Woa/rvQCAQCKqeKjWknzlzhnnz5vHbb79x+fJlQkNDGTRoEE8++SRdu3attOted911pKenAw7v7EuXLnH8+HFsNhvbtm1j27ZtXHXVVXz55ZfExsa6nW82F6zFKo3hx7WuyeQ++K6sdgvz9NNP88gjj8j7GRkZNG7cmMFZZkKtYp1ZZWO5JhOCS7cGMlHdErPkbpCuibiuaGzQNpAWI2LkfavFxrENl2gzJAq1pv6FidLac4mwnizdSWkSmj9qXk9fm1MwoPax2RmRaWabyWEQ0SSlyGUjMs1F5EgvaGN4phmtpmxrg48nXODU5cuKY3aVRF5eHgANzTZGZJrJzlPqN1W+fAIlla2jTCGOiDA6Xw3tR8TIg//CNOwSQmz7GI9lNQmh1+qOXqvpWHBMyg7JNFd6h/1QnpV4IMBkKVJPXurQja+//hqA5tv/pv3Aa0p1nW7+6Tim7STUaemVppOro+/l45fr4iXk0GnNOtR8nQZCrwm9Vn6+sdjJADrkWehaxHNdVr32XfOWnD/0L5YrVyq9L/eK7Gn9DidOwJR7rBxa8AuNw3Ir9brFUVl6TRMqcSR/u92IGEVOekZM4tc1X5N3MVE+1LRnKBHXxnBGe4mzuy4hSdB+RM3TdUKvCb1WVVRlf60qMButxLnst82z0jnLwoH8/esyzejV3r2WS6Ojy6LXykJtml8DZWjntkOj0Wgdhk6rxcaeXxxjabP52lLr3sMdOmAaPhzdr796LG/cK5z2/WqePnci9JoTFefUGrKsnuNgWPFmBFe+C1vmWRmRaeZsVsEz2zr/WEaumDcTCASCwpS7n5eQkECrVq2w2Ww0bdqUw4cPe5wk37dvH9dddx1paWmyN9qlS5f46quvWL16NYsXL2b8+PHlFccjX375pduxlJQUPvnkE+bOnUt2djZ///03gwYNYteuXURGRirq+voW5AtxGmpKgmtdPz8/t/LKarcwPj4++HjIFawBr69XQcUhaQBt6QYHarWETap9A/74pWvR+hVEV7BZ7eTlhKAeEYNaW/s+T3lR2yW0Kvfv/tw5M+++ayIzU0Kns3PTTSoGD3YM7CzYmft1Nq2jYMKA4p/vqsL1ZeHr44MWkPI/2vp/C3LuaPEe2l1baLss+udcchJdnpzp1auZ/Ot7a1/oPHcqS0clJ6byx7qtnDp+FuiB2RxYSA8ouyAqtVSr9IRao6pV8lYU3vRakWikOjGxWF1URX/N2XO/aMwt8lqNW7QiqkUrLsWdYOPHH9ChT39F/uLi8HG+OFCx8+QJJKsVTRFeTWWlOvpe9kJvv9qm00DotVIh9JoC569GTcn0VWn12qj7H2bRw/dCKc8rCxMHnOFYgprU7DwkwjFZNJy97E/zajakV5Zek9QF5WqtClUho7M+KkxhSFfl6wlJLSnOq6kIvVYKhF4rF3Vmfq3QdK5GktC57mMv8nOW5h6URa+Vhdo2v2bNNKIOcMzh+hSKImqzSwXv3FLqNtPw4Yr/hdFoa3bfVei1AnxUKrKsnsuasNPLWSpcH3CVPX/+ziWNi/NYndBlAoFAUMGU+w35/fffk5OTg9Fo5O677/ZoRLfZbIwbN47UVPdQOna7HbPZzD333MOhQ4fKK06JCQ0N5YknnmDr1q0EBDhWp8XHx/Poo4+61fX395e3c3NLPoDOycnx2EZltysQVBcZB+PY+8DL8t/+h+ZzftYszBlZ1S1ajWLuXDOhoak0bZpCdHQqa9YUrCR9430LL39/F5M+uosr6TVzFejcW24H4D9du1f5tc8lJ2O329FpNPRo1pwezZrTskGUx7pqL57xgqrhpZlv8OSUuSx67QdgN5fO/16oRh/Fno9BDNcEgurCoHIYs4M1xT+HPUeOlrfTr1wuoqY7KsUwQcXn27eU6vyajN0u4ZqFUSoyg6hAULdwTgEUsc6xYrDbuXw6rvh65eC+a0/z3l1zgGh8fU5X6rVqA0UtXhUIBHUPt/6LpLSte9IIalWOh6OCsmI874iomnagasPRq9Ri/qQuEIK3fHlqXJ9m57PsYkfH5j3YhEAgENR7yv2W3L59u7x94403eqzz9ddfc/ToUdnIftddd/Hdd9+xfPly2rdvD4DFYmHWrFnlFafUdOvWjaefflreX7VqFSkpKYo64eHh8nZWVhZZWSUzCl66VJCPKyzMPY9LZbUrEFQnoX07Ez1mMNFjBgNgt1iwZGRXr1A1DJtNOTht0CBd3j5/scAz70pGzevFdm7clDv69AegY6PGVX59e353v0lYOH/PfZW/577K/901xWNdvU7n8bigakhJdAz8W7Yb4KWGpmDmHYhqFlEFUgkEAk8E5ofyTbMUv4Cr9dUFi2BMeaXz0FQrvEhUbD9+tFTn12QchnSBQFAZqLUFfbpfFr1fjZIIKn+1hEAgqFa8pOFy4kkFaNVivqcyED1LQflRjr2UJY4yhSFdvOIFAoHAK+U2pDu9yIODg2nVqpXHOp999pm8fe+997JkyRLGjBnDnXfeyaZNm4iIiMBut/Pzzz979FqvbG677TZ522KxsHv3bkV5mzZtFPvx8d5Wdyk5d+6cvN22bVu38spqVyCoTtq/cB99Vi+gz+oFSNq6GERJUJ3Y8kfuqmIG+E5Gde1RmeIISsDY8f8ptk7bq5qhUompAoGguvBRFSzistqLX8QVEhUNQFahxafFoSpkSA/zrzs5C+12yZEjvYTvJ4GgLuH81VfW/Kvez4/uI0YBYMyt/Z6PV9LTuXvRe/x5/Fh1iyIQCAQKCkcZ1eh8FMdsHjS9n88lt2OCyicnu2JTjqjVog9b11BhVewpPNLzHXxcjef2SuvJCQQCQe2n3Fau+Ph4JEmiZcuWHstNJhN//PGHvP/4448rysPDw5k8eTKvvPIKVquVv//+m+Fe8rVUFo0bK70qk5KSFPvt2rVT7O/bt0/2pPeG2Wzm4MGDXtuozHYFgurkySlNueDn+B1PNUuoEY4LgorDGV7SUxoRQQ1FEgpAIKjpOD3SAcw2O8WlLc9Kcyx8zUxJKrpiIVQKfVDxudGrE7u90Ppk8ZoS1Csq/wffrt9A9vzyY6Vfx5UckwmAez56n4S01bTwkk6oKFSSxPQR1zNl8HXysWtffoEjFy+wfNtm2sY0ZECbdnx4z30VJrdAIBCUleLG2ZkWCwFuqYAK+nd2sabQI+vXBvHpWw2Y8148bTrmlegcu4d3q+Ryr80mM/gZKkxGlUiNV+eQcF0gPRE4L+85jeZWF0t64eiZAoFAICig3G/JzMxMAIKCgjyW//333+Tm5iJJEh07dqR58+ZudXr37i1vx8VVbs4zT6Snpyv2g4ODFfvNmzenUaNG8v62bduKbfOff/5R5D0fOHCgW53KalcgqE4SzvkQd9RA3FGD3MVPuiJyHwsqBnspPdIF1U+JvirxdQoE1YrKJSNmqsVUbP3oFo4oVFfOlC5/cOHQ7nWJwjnSBYL6RIFHet14BppHRgIF/c745ETMVitHL14o9d/hC+dZuOEXRfsal9VKRy9e4OM/NpCSlVl1H9CVYr6y1o9OUFa327Fk52LJrP2RAQQCgQcKp0gvwWCuVdR38rZwovDMAze3YNfWAOY/1qj4ykWgVjs9jHOxVXBCa8mgr9D2BNWPCou87ViY8WDBvt353+52TCAQCATuVFjcZYvF4vH41q1b5e1rrrnGYx3XXOEZGRkVJVKJcZURoEWLFm51brjhBj744APAkfP97bffRldE/t0VK1bI2x06dPDYZmW2KxBUF3fce4V2dzjCFJ7Jf+RLECVWUMMxedHxZeXf8/FoXSYRtWoNbaJjFAP1rLxcTideAaBpeASBBl+Ss7IA4ZFeWxEDM4GgZiJJBf4tqWYT0T5Fe7fYrI5JPK2+dBNuygwOddGQLhDUTyo7tLsrpioI7X5Vi1Ycff1dRrwWyZlEZdl3M58g2NevRO38czqOx1Yux1Yo6WifVm3491w8g9t1YNMRR6o8Ww3tJDW+YwShV3dkx42PknEwjhNvrmD7iIewxsTAvfdWt3gCgaCCkSTP/bMgjZZ0i9ljWcOQv+Rtm11CVUcWVVUkzn5i3LFS9J2L7Frmur1byovGR6RmrG1c//Aj/PzYdK/lSo90JTkmx2/R9VdUU/siAoFAUBMo91syODiYK1eueM3vvXHjRnl70KBBHuu4elhXdSgZk8nESy+9JO+3aNHCLXc5wKRJk2SDd1JSEosWLeLhhx/22Ob58+dZtmyZ4lxvVFa7AkFVYdfpsDZrhmQ2Y1epsKqPk3wxAQBryxaoEhOqWcLawbx52QCcSwigZcsTXLkSSbaxoNOblm1h81ETLRskk5qdRd9WbapUX978zusA2CpoVUSv5550OzZ9+CjevHMSACaLmbaPTychP3xweEAA/7z0Ore+uwCAwxfOu53vxO6l82+z29ly9DD9WrdBrapbIYVrClarlT1/HiA7K4crlxwhnyXsBHEOCz6FDOki7p9AUJOI1ftxJi+bEzlZtPf3HGnKSZMOnTl/9DAHN//OdXdNKfE16nJodzFnLKjXVKEl3ZSbizkvr9QLeUpLq6ho/HQ+bsf7tmpDeEBgidoobiGqqyG9JuPXvBFS/gLYK7/tUBYK3ScQ1CkKL1h37hcVeUSRQ13oBI+oMRLDfqz2TsVXLtEQWcJewR7pDWNLtkhMUHPwDQyi94238td3X3ssd00FIBV6dn00jihkVqtLaHfx/FYosbGxzJgxgxkzZlS3KIIKYsKECbRr145Zs2ZV6XU//PBDfvzxR3744Ycqva5ASbmtMG3btgXg9OnTnDlzRlF25coVtmzZAjg6VoMHD/bYxuXLl+XtkJCQcsmzfv16Hn/8cS5cuFBs3YSEBEaPHs3evXvlY0899ZTHur169eKGG26Q92fNmsX27dvd6mVkZDBu3Dg55H10dDQPPvigW73KblcgqCryxo/HeMcd5E2ciPHOO9E2kEg6kUXSiSwsd95O7v/+R3aWCP1XHCpVKipVKlf3jefOO1fyv/8tZNJHYXJ542kduOntiXR+eguDXnqeDzf+VqXy6fLz5w5q10E+FuLnz61X9yEyMIjIwCAmD76uSON+kK8vt13dV67v/AvQOzwfD54vWJCVmp0tG9EBkjIz2Rl3okSyXt+9p7wd4/JOsVitXDPvBd78aV2J2hGUnuXvf8Xtg6cy+frpHD/oSNUiGXN5libMpgF2O6jVjt9ICwoW2QhzukBQ/ZjyF0rpvHgiuWK1OjySrGaz18VLnlCGdu9U5KKo2obdrnJMUIkFQoJ6SFXY0cMaNpa3s9JTi6gpqAzS9x9X7Ps1jQZAE+BbHeIIBIIqwtnPK0rPqySbS33RD/LETTzANK6me8a7JT6nuDtZmj54SXCO0wW1i6IdbAp+I74kK0rSc3L4bvdOcs0u4d/rsCF90qRJSJLE/fff71b24IMPIklShTss7tq1i3tF9J46w/79+/npp5+YNm2afEySJI9/r7/+ulwnNjbWrfyVV15RtG2321mwYAGtW7fGx8eHhg0bMm/ePLn8nnvuYc+ePW5RtQVVS7k90q+55hrZWP7oo4/y1Vdfoc5frfzUU09hsViQJInevXt7NZK7GrKbNWtWLnmys7NZsGABb7zxBn379mXAgAF06tSJiIgIfH19ycrK4tSpU2zdupW1a9eSk1Ng4LvhhhuYPHmy17bfeecdduzYQWJiIllZWVx33XVMnjyZYcOG4e/vz4EDB/i///s/Tp925ItUqVQsWrQIg6Ho8JiV1a5AUBXYmjZV7Gel5mCS8gAIDQ4FHx8y06sp518t4dKl4IIdO0RFp6HXG7FIBd56OSbnyuW7gTXEJydVpYgyM0ZcL29LksSqhx4p8bmSJPHFQzPdjq/YvpWJH3oeUEqShEGrI8dkLPF1/tOlm7z95PVjOZuUyPbjRwnQG7iUnkZ8cmIRZwvKQ0L8JbdjqlTlgO3BZyezfu1mmiZGAGIiXCCoKbT2C+CiMRdrCSKPtO87kJ1rvgXAbrchSSXzLlfO84Tw4766MxAsPHEsUpAI6heO3/vJnExybVaa6H1p7utfoVfQaLXoDAZMLtHsBNVD2+en0mDqf/np021ogyr2exYIBDWLXDn9pkPPe7KzufZ4hEerZ65iCQA9Mt8GhpS5HUnlDJwfUuGh3QW1E6kIQ7qrF3oejohjrdiACgvvb/iF9zf8xs29rgUc83R1fSFM48aNWbVqFW+99ZZsU8nLy2PlypU0adKkwq8XERFR4W1WJSaTqcj0w9VFdcn1f//3f9x66634+xf0fRMSlFF4f/75ZyZPnszNN9+sOD537lymTp0q7wcEBCjKp0+fzm+//caCBQvo1KkTKSkppKSkyOU6nY5x48bx7rvvMmDAgIr8WIJSUO7lZnfffTc+Po6QZ2vWrKFNmzaMGzeOzp07K8KQe1rx4+T333+Xt7t06VJekQDHSo7t27fzyiuvMH78eIYNG0b//v0ZMWIE//vf//jiiy8URvS7776br7/+ushJr9jYWNasWUNoaCgARqORDz74gLFjxzJkyBAeeeQR2ditVqt59913GT16dLGyVla7AkF1oDf7Mv2NiUx/YyLk51AVeObUqVCefroR77zjX/A3p2ShIgUlo1lkA35+4lkyPvmcqdeUfcAqKDuugze7HR56Zgpr//6Mnv26Vp9QAoHADU1+Hzg+r/goMobAgtDvNmvpwkr2beVcCFbHvF7sEiLGsaC+4oxkcSo3m62piXx1Kb5S82xeOXO60tquj5i7dsU4ahTpSVle6/hEhsrb7V+4T2g7gaCeoM+f7JeKcEnPdOk71nVDXHlRUZo5Mg/30uX+52SXWxxBHaAoO0bhHOkqzNzLUKYwEgMOT/Rvd/0ll1sqNltAjaN79+40btyY1atXy8dWr15NkyZN6Natm6LuL7/8Qv/+/QkODiYsLIzrr7+euLg4uXz58uX4+/tz4kRB5Mz//e9/tG3bVrY3xcbG8vbbb8vlkiSxaNEirr/+enx9fWnXrh07duzg5MmTDB48GD8/P/r27au4zqRJkxg7dqxCthkzZiiiPg8ePJiHH36YGTNmEBISQoMGDfj444/Jzs7m7rvvJiAggJYtW/Lzzz8XeX9iY2N58cUXmThxIoGBgbI3/bZt2xgwYAAGg4HGjRszbdo0srMLFNAHH3xAq1at0Ov1NGjQgFtuuUUuMxqNTJs2jcjISPR6Pf3792fXrl1y+dKlSwkODlbIsWbNGsXvevbs2XTt2pVPPvmEZs2aoc9P75SWlsZ9991HgwYN0Ov1dOzYkXXrCiKQlkfuwlitVr755hs3e1xUVJTib+3atVxzzTU0b95cUS8gIEBRz8+vIJXGkSNHWLhwIWvXruWGG26gWbNm9OjRg6FDhyraGD16NN9//70iRbagaim3R3qTJk2YP38+jzzyCJIkcfr0adno66Rfv37ceeedHs8/fvw4e/fuRZIkWrRoUe7VOj179uSRRx7hl19+4ciRI0WGutHpdIwePZpp06YxcODAErXft29fDhw4wPTp01m7di0WD3nPrrrqKt5++2369OlTYrkrq12BoDLZ2O0OuGl8dYtRzxADU0Etw6UD7PWVLDw3BYJqx5r/gFpLYPzSuKwAz8vOwj+45KmZCh73uvXcpyY3JZIj1S2GQFAt9AsJx0elwmizsTczFbPdjg07qgp+zp3e6Ps3/kabq/tWaNtF8xpgA9K57d0OaDUlm0ZJyeoK9OVYwicMf/VF+fiRGpTWwmq1YsqfoD24PY4BN/eoXoEEAkGNoiQ50m12q8t2VUhV+7A2aYK5Vy/sm/dXWJt5uXVsUaqg1JzJzca3hKHdAdSY5e0Q8ihsjjOatWWS46uXd5GTYSrTueXBN1DHbbN6leqce+65hyVLljB+vGMue/Hixdx9991s2rRJUS87O5tHHnmEzp07k5WVxfPPP8+NN97Ivn37UKlUTJw4kXXr1jF+/Hj+/PNPfv31Vz755BN27NiBr6/3tDcvvvgib775Jm+++SZPPvkk48aNo3nz5jz99NM0adKEe+65h4ceeqhYo3dhli1bxhNPPMHff//Nl19+yQMPPMB3333HjTfeyKxZs3jrrbeYMGEC8fHxRcq3YMECnn/+eV544QUA4uLiGDFiBC+99BKLFy8mMTGRhx56iIceeoglS5awe/dupk2bxmeffUbfvn1JSUlRhB9/4okn+Pbbb1m2bBlNmzbltddeY/jw4Zw8eVJ2KC0JJ0+e5Ntvv2X16tWo1WpsNhsjR44kMzOTzz//nBYtWnD48GE5SnZ55S7MgQMHSE9Pp2fPnl7rXL58mR9//FHhWOzklVde4cUXX6RJkyaMGzeOmTNnoskfT/zwww80b96cdevWMWLECOx2O0OGDOG1115T3KOePXtisVjYuXOn1/TZgsql3IZ0cKyE8fX1ZdasWYqwAwA33ngjn3zyiddz33nnHcDhQT5y5Mhyy9KoUSPeeOMN3njjDdLS0ti/fz+nTp0iKSkJo9GIn58fISEhtGvXji5dusirWEpDw4YN+eabb0hMTGTLli2cP38ek8lETEwMvXr1onXr1mWSvbLaFQgqg9wLV0g/cAJuqm5JBAJBjaYoI7kwoAsENYYoH0efWFOCHOkabcEki72U0WdUknNCp25N/vkHXkbKEbPHgvpJiFbH0PAojDYrezMrL21Lz1Fj2P3j2ipbhhMVnMehC0FAwSTt5qOlaaEB0BKjJZwNB90neqNKsQipsrDZCtzPLGYRTUwgEECDZs25fPqUxzJPPZ2m4WEF5cIj3SPG227D7u+P3Seg+MoloEHoeWyW6n+HCKqH7Pzx15bUREYUMXaTCj2xhT3UnUedaDRmD+XFk5NhIjut5OkYq5M777yTp59+mrNnzwKwfft2Vq1a5WZILxyae/HixURERHD48GE6duwIwKJFi+jcuTPTpk1j9erVzJ49mx49il6QePfdd3PbbbcB8OSTT9KnTx+ee+45hg8fDjhCfN99992l/lxdunTh2WefBeDpp5/mlVdeITw8XA4n/vzzz7Nw4UIOHDhA7969vbZz7bXX8uijj8r7U6ZMYfz48cyYMQOAVq1a8e677zJo0CAWLlxIfHw8fn5+XH/99QQEBNC0aVPZuz87O5uFCxeydOlS2eb38ccfs379ej799FMef/zxEn8+k8nE8uXLZQfc3377jb///psjR47I9jJXL/D58+eXWW5PnD17FrVaTWRkpNc6y5YtIyAggJtuUhpKpk2bRvfu3QkNDeXPP//k6aefJiEhgTfffBOAU6dOcfbsWb7++muWL1+O1Wpl5syZ3HLLLYoo3r6+vgQFBcm/XUHVUyGGdIB7772Xe+65h7/++ovz58+j1+vp3r17sTkmmjZtKq9yKSqEQlkIDg5m0KBBDBo0qELbdRIREeGmWGtyuwJBRWIzu0dNEFQFVTcwtdvt2Ow2so3GIqN7VBXZxtrRMRcokaSC347NS6gwMd0iEFQ/2hIY0F1Ra7VYzaWfbFHJD3zdMqSrVPn9IrFASCCoNKKatQCUxt/K5PMH/ubFNYF8sKFgPuHV2/8kOlhdovMPnQ/i1XVtaRwWzbxbpynKgv18GdqxM/cvXlShMnvCmGfEmGdCq9Ni8PXuSGCz2rBZbajUdUs/CwSC8iMVkSPdVWUIj3TP2J05dRs2KLZuUV1Je4gjFWD7UVmYPUQyFdQPRkfG8PWlcwDYG8Z4rece2t2qKFX+h/ScHKD0CzR8A6snj3ZZrhsREcGoUaNYunQpdrudUaNGER4e7lbvxIkTPP/88+zcuZOkpCS57xkfHy8b0kNCQvj0008ZPnw4ffv25amnnir2+p07d5a3GzRw6INOnTopjuXl5ZGRkUFgYMlTf7q2q1arCQsLc2sX4MqVK0W2U9jjev/+/Rw4cIAVK1bIx+x2OzabjdOnTzN06FCaNm1K8+bNGTFiBCNGjODGG2/E19eXuLg4zGYz/fr1k8/VarVcddVVHDlSukhuTZs2VUSx3rdvH40aNfLqdFoeuT2Rm5uLj49PkakUFi9ezPjx492cdh955BF5u3Pnzuh0Ou677z7mz5+Pj48PNpsNo9HI8uXL5c/z6aef0qNHD44dO0abNm3k8w0GgyJVtaBqqTBDOoBGo6F///6lOueJJ56oSBEEAoGgzmA061n7z2XaxpRssq6iGfHaS2w4eKBaru2Juxe9V90iCMrJ8X990OklYhqbuJKgI6JskcMEAkElUFTIzoqkrnqkF0bY0wWCikfKt9bYq8iQHhlkpE+rMwpD+ujup2kT7VOi8zccNPLquraE+Poxvt8At/KqWKi6fePfTBz2PwA0GjVvr5jHyFuGFMjgovMvnkri23c2MPr+weh9q2dSXCAQ1ATcOzFyP9GD3lK5dHpswiO94vB0KxPTIdoRAcCYmIYj8omgvtHWr8DA+keAL/fMWwASHNj4G/s3/uZS067YVrmEdrfJP7AC05Cfj6FM8pQ2vHp14wyfDvD+++97rDN69GiaNm3Kxx9/TExMDDabjY4dO2IyKUPYb9myBbVaTUJCAtnZ2QQEFB11QusS2c1plPV0zGm4V6lUbnrX7GExu2sbznaKatcbrrm7AbKysrjvvvuYNm2aW90mTZqg0+nYs2cPmzZt4rfffuP5559n9uzZijzoRVHSz1dYLoOh6N9qeeQunLMdIDw8nJycHEwmEzqdex9569atHDt2jC+//LJIuQCuvvpqLBYLZ86coU2bNkRHR6PRaBSLAtq1awc4Fm64GtJTUlLKnRZbUHbq9gyWQCCoEeTtrbg8UPWJLr2yuOntibR/wjUPfdUNTAsb0Ts1bkLj0DAvtSuP/3Tt7nbs+Rtvlbe7NolVlOm1YuKvJpGXVzDZfOPV7flPlw50De3GX5sqJqydQCCoGIryNKpIVCrnFerWRKvdLrmFTxQIBBWLKj8PaFV5pNd28nKNshEdwGKxsnt70eOyvGwT6YmZlS2aQCCowSTGn5G3nQaOohYIql3W/deAQHZ1Gte+ptUi3oX1mSZ6h+esyW7jR7WNiMZNufauKYo6F95dK29L2BW/H7tsEuqIy8F6wYgRIzCZTJjNZjmkuivJyckcO3aMZ599luuuu4527dqRmuqeuujPP//k1Vdf5YcffsDf3182zlckERERJCQkKI7t27evwq/jje7du3P48GFatmzp9uc0KGs0Gjmn94EDBzhz5gy///47LVq0QKfTsX37drk9s9nMrl27aN++vfz5MjMzyc7OLtXn69y5M+fPn+f48eMVLrcnunbtCsDhw4c9ljs9yLt06VKs7Pv27UOlUslh4vv164fFYiEuLk6u4/xcTZs2lY/FxcWRl5dXZAh6QeVSoR7pAoFAYI1o5H4sI6saJKm9qOwSNslOQEDl5ZgsLd9Of5wxPXoVGcamsvjy4UcwWQpWJKpVKtSqgtF6ZFCQvH3vdcOqRUaBO2GRoUREhdG8bXOcgYfCIkwkJXoIKSq+MoGg2nGqzsqeAC1Q0WI9r0AgKB2Sqmo90ms7SVcKxhKxrZpw5kR8kfX9gw1kpeVWtlgCgaCGExIVQ/IFR9jowh1Dj6HdXcZywiO9aEq36NL9Xqo1dpwB3UW6xfrNrVGNeePMMQDO5eVwyZhLVCGP8rh//nbZs3vJkZ4nb1nryfOrVqvl0OJqtXsE0JCQEMLCwvjoo4+Ijo4mPj7eLWx7ZmYmEyZMYNq0aYwcOZJGjRrRq1cvRo8eXaGpi6+99lpef/11li9fTp8+ffj88885ePBglRlTn3zySXr37s1DDz3ElClT8PPz4/Dhw6xfv5733nuPdevWcerUKQYOHEhISAg//fQTNpuNNm3a4OfnxwMPPMDjjz9OaGgoTZo04bXXXiMnJ4fJkycDDu9sX19fZs2axbRp09i5cydLly4tVq5BgwYxcOBAbr75Zt58801atmzJ0aNHkSSJESNGlEtuT0RERNC9e3e2bdsmG9WdZGRk8PXXX/PGG2+4nbdjxw527tzJNddcQ0BAADt27GDmzJnceeedhIQ40igMGTKE7t27c8899/D2229js9l48MEHGTp0qMJLfevWrTRv3pwWLVqU8NsTVDRiBksgEFQodl2B96lNqJgyMSIiCoAuTS5WsyQFaDXqajVQ6zRa+c/ViF4YSVhkawT3PXEXfyf8xo97vyAkPFg+vuP8ftRql1XQYtGDQFBjKGto99KGJi4I7e5fqvNqKgnntXzxUTgWi45648YhEFQTTkN6Vkoye379CbPRWM0S1Q589D4MucERnn7pu1+wfcNOzxVFv0wgEACN2raXt50Ll4qKXGR0CcMrPNIrAKmgV14Yq0/BfJvVLBaV1Wd81Roej20r76db3MNh/77sE3lbwqYwpKvk0V+Bt7NaVX8WZwQGBnrNQa5SqVi1ahX//PMPHTt2ZObMmbz++uuKOtOnT8fPz4+XX34ZcOQ5f/nll7nvvvu4cOFChck5fPhwnnvuOZ544gl69epFZmYmEydOrLD2i6Nz585s3ryZ48ePM2DAALp168bzzz9PTEwMAMHBwaxevZprr72Wdu3a8eGHH/LFF1/QoUMHAF555RVuvvlmJkyYQPfu3Tl58iS//vqrbEQODQ3l888/56effqJTp0588cUXzJ49u0Syffvtt/Tq1Ys77riD9u3b88QTT2C1WitEbk9MmTJFkXPdyapVq7Db7dxxxx1uZT4+PqxatYpBgwbRoUMH5s2bx8yZM/noo4/kOiqVih9++IHw8HAGDhzIqFGjaNeuHatWrVK09cUXXzB16tQS3RtB5SA80gWCekheloVVY76h7fge9L6nVaVfz5gnDOoVh5jgEggEAkHFU9rQ7tb8SdOk8/EEhpc8T1dGrjNXW49SSFdzGd29PanJjiFVLF6MUwKBoELwyQ9jmp2exqbPl+Dj60uHAYOrV6gScC7FlykfO3RebEQOT99wBHWh4dHF1FTCAzxP6FYE29b/JW/fd+Oj7EvdhEYjpoMEAoE7NmuBMa1wQh5PCy5tdpvLtpivKJoS3B/5Fhdd12qxllsaQe1Gr1bT0MfABWPx0WQkN4/0QGAOsEU+Yq/Dz29xXs5r1qxR7A8ZMsQtjLfrAvLFixe7tfHII4/wyCOPyPtnzpzxej5AbGys27HBgwe7HZszZw5z5szxKvumTZvcjhW+tqfrl+QcgF69evHbb795LOvfv7/H6zvR6/W8++67vPvuu17rjB07lrFjxyqOuRqMZ8+e7dG4Hhoa6vF7qAi5PTFp0iTmz5/Pjh076NOnj3z83nvv5d577/V4Tvfu3fnrr788lrkSExPDt99+67X80KFD7Nu3j6+++qpUMgsqFjFyEgjqId+MX0fgpgVc3ATcs7tMbaQkevYK1hvcV0FejPct0zXqO3W3CyuoV7h6NwkPBYGgxlPax9RmLZ03TEKaM71D7X/LpaeqZSM65IfrFB6dAkGlEd2yFQNuv5N//9hA2uVLGHNyij+pnATolSlpDBpdic8N8TMBkJqtY8mWZvLxa9tfoW/rZEXdr3Zup3OTplQWmekFqbZyc/KwWqzCkC4QCDwS7qKL7PlG8qJSADWLiASsgFp4pBdLSW5QEXnpXQ7mZopUHILSoDSkS8wCeitq2MTzKxB4xWAwsHz5cpKSkqr82gkJCSxfvpwgl9SmgqpHuIkKBPWQrKNx5W7DZPSsPqIaprvs5ffCxJxy2fB43+rezRQ2h7qOqyFdjMwEgppKQRTJkj2nDVs7QgnabKXzhhnW6XL+Vu0PyTx5dEvvheLlJhBUOJJKRa9RY2jQrOpyAzYMDVPs++p9vNR0p3tsGiv+9xcv3/YvL9/2L5GBjjykuWbHgmRJkujd0hEdzCZmrwUCQQ2h06Dr5G17vm4qKoWaIwWcQ6+ZrWKaudxIJYsSJdLaCTzRrt8Aj8fHM55rme9yxL0/I6ZrBIKiGTx4MKNHj67y6w4ZMoThw4dX+XUFSkQPRyCoh0iSVCG5iUV+40pGAh+fog0NxxMu0urRh2g6/X52nyr/AgmAuMuXaP3oQxXSVmlZ8ONa1BNuJeahsuV9UamK/00aLRbSc7JL9GexinBp5SE7S0VeTsF3YkrLxMeejoQNHzLk42ISQCCofrxnY/SMSu2YMLWXUk82i8jO37q/VOfVRM6eLDwBJWafBAJBAZIEt/c5z5Ojj/Hk6GNEBrr363u3bF3JUnTCmHeGi/HHgYvAdYrSModxFbPtAkGdRaPT0aZPv/w95bOeZXXPoSymhUqBl5s1cdh52hqC2LszDdkj3VNFF91rNYu5CoE7g8bd5bWsLwvlbWWYdwciNYNAIBB4R8TyEgjqIRYfiZwnn0S7u2xh3QGMRjM5L7xQZB1nF8yodQ/3LigeoyGXp59+hV27evDjj9fnH3XkYdl05CAAm48e5tQVh3ff+oP76dm8/B46W44dIe7KZcWxdjGNyt1uSXhy1eeK/e6xzbzUVHJTr958v3c3EwdeU2zdTzdt5NNNG0vUbkxICAdfeYsgX78S1a/vbPjBkV/Lbrez8JUoFjzTkEbsZnp++U/Rw3DN7JTdd7ajvjA+CQTVTmlzpDsN6aUN7R4op4DJLNV5NRGNxvvdEtNQAoGgurGYJeAA4LS9+APXAyXrB7uiCfDFeCWlAqUTCAQ1GblfmO+RftnoiKih8WAIdtTNA/RijU0Z2b5xDABzph1nVGvvvcgQmw2nJrbm1f7oToKKx+AfUKJ6kodRn80mRjACgUDgDeGRLhDUQ1Rtg0Cvx9y/f5nbSLrkOSdIh6vayNuS2qFi7CVPJViv8LZyu6HeF72qIAd9s2ZnXEod280joypNrsLsf/kNmkc2qLLrOZl9021sf35eiep+/tBMli5dSrfY5l7rDGjbHj+fkofjBLiYmsrxSwmlOqc+07RFYwCyMrL56w/HAE6N94U0UobDK13vK5SEQFDdFHikl2wGVFI53vFJ58+W6joD2zr7DyHU9jW9wgNLIPCOMKZUP4lXDPK2Vlu6RU+FaT/3AdQGH9q9cG95xRIIBLUASeU0pDt0RxODr/e6koRzKabwaC2ehLhUvnlpCxaLu0d5dqZW3rZ7WJbZZPDggvLSqnVb+d4DgtqBpFLlP5PF4cGQLvpuAoFA4JXaPXslEAhqHDFNIuXtrH+v4N8psojaAk9E+eh5NLYNi3YmkxRxGUly7c2eLvLcrceOcPLyJUZ07kp0cEiFyBPk633QXJlEBAah1ZTsNaVSqfD394dM70bb6zp0IvWjZVhLOIBs89g04pM9LxgRFE233p2Iz8808OAzCTAPDI0aMPzEGlYb+qHKDyOmCgrBarcS3SyiGqUVCARQYBQuqfErPfEKAHq/knk9OGkT7eqJHkpKViahJfScqOlI2IV1XVCvcf3178tMpVdQmNe6gqrEzD0zk1n0WhQwBVhb6hYa3z6cRrcOQcqPRpKTmaf4LxAI6ha2/DHzlbOO+YeiUgD9dfI45I/vxCKq4lk3dy36luEsuusbHlzxX/cKxXQl7UYTko8OaymiQllzha6uT6i1WiwmU5F1PHmke1q8IRAIBAIHwpAuENQzrBYbwabzWCidgdtmsXB28ffkJiQCkH0iHdq0rwwRBYBKklCXsg97LjmJwS89D8Dwzl356fFnKkGyqqNkq2hLh1qlRu3i7V/V16+PqNWOaRWVToNKp1UOzgqcFwQCQbXjeDZzbCXLt9iwTTtSEy5itbjnyiwKjdqOj9aK0awG9Hy2bQvTR4wqrbA1H/EKEdRDdC59rKxS6ob6zrbjR9hw8ABDOnauhNYt7PjDuWDJH/iDMyf30KZj6TphTiM6wOav/wEKwj4LBIK6RWrCRQBys4pPxfPd7p04DenCI7149C3DHf912W5ldpf753U6In+1gs1Scv177JWloIopcX1B7aY4Izp4yZEughYIBAKBV0Rod4GgnvHdfZvKdF7i77vZ+8DLHJ37MUfnfkz2z79VrGACN6T8QZTSI907SZkFg9zEjPRKkakqEUNwgUAgqDpcF2/ZS+BOpM43qFw+E1fqazmM6ABXYyt1XMqag/sEpzAoCQRXBYVWtwgVip9PwYIAlWTHR1OxOsvPRw/A9uPHGPvWq5gs3qMrlRoXXZ58RelDkZKoLVxbIBAIZCIaNwXAP8Sh0+Wc6R7qqlQquUT0hMpGM7YwjBdQ24o3gDpvsjG35O0fXfwTqIQJoC6zIfkyOdaSL2L05JGeZy5dKkSBQCCoTwiPdIGgnpG8418C2xRfrzDm9CwA9NHhxIy9hoRkG6XotwvKgFTPxznCI1wgEAiqDj91wbAgz2bFoC56mGDMyQEg7p9d5bhqE+z2xHKcX5MR7zCBoC7QOiqLdybs5ejFAPq0SibAULGe9vdfN4xsYx5v//IjuSYTFqsNnZilEQgE1UxYw8YA2KyFIhV5sJSrJAnZI90m+j8lxuVeTmEEOnLZkvFQQYE3hwq5uGRRpAAy+l5LyeLyCWobhvzFzSlmE2+cOcZtUY1LeKb778tkEYvsBAKBwBuVMkQ7ceIEv//+O3v27CEpKYn09HTsdjsbN250q2tyCTei0+kqQxyBQFCYciSu8m/dhK7vPUn2+gSS/vqnAoUSFEaVPwYtqUe6K3vOnGbbsSO0iopm/Ptvcyk9DbVKxaOjxjCx/yDOJScxceG7JGZmEOrvj49GS0JaKhq1mn/PxVfwJykZO04cV+yrhCFdIBAIqgyty+qtc3m5tC4m93lEk1iO7tgGOCZZVeqST89d3SKZnXFhQCfg97KIWyPx5NkhEAhqN5IEDw0rfeSNkhITEsqcm//L27/8WGnXgCIcEV3Ghc6e9/a1+2jdoykd+7WsVJkEAkHNxdmvs+Wn/CkYmrv3dXJNJoRHellw0b/d25HboQMRv54DqZHzqMezJF+H17DVWvK7LTUvqXFVUNsYER7NwnMnsea/z7+6dI6mTWNJOnumyPM8hXbXafIAYUyvTmbPns2aNWvYt29fdYsik5OTw4QJE1i/fj2ZmZmkpqai0+ncjgUHB1e6LMnJybRr146///6b2NjYSr9eVdC7d28ef/xxbr755uoWRVAMFervuGfPHoYOHUrbtm353//+xyeffMKaNWv4/fff2bRpk8dzBg0ahMFgwNfXlz179lSkOAKBwAM2jYSlR48qvWZk8l4SfthS4vp/3/E0O258tEShZesyksf8YjcC5/nyL1WxoR8/376FjYf+5Y8jhzhy8QIHz59j4fpfAPh5/162HDvCkYsX2H78GL8fPsiRixfcjOh6rZYw/6KNKeWleWQDAHJMRsXxmuKRfu282QRPncigF59jzuqvCL3vLoKnTmTEay9hy08idSbxCm0ee5jgqRMJnjqRvrNnYTQ7vp+nVn1OyL0T5bLCf42n3cvmI4eq8yNWGKnJ3YELPPvAU5g2fMlswrC9Mr66xRIIBCVAJUkY8vMbH8/OKLZ+66v7yNuJ586W6lquHp21+l1f6DWlxlREQkuBQCBwMObNvgRPHSP/tX38ZqB/udp8770NNGgwjWHDXsdqdZ8cn/roJc8nuuhg/2ADANnpuRz+61S55BEIBLUbSe2YLrYXSprsqdcWGx6B8EgvH6YbbsDWogWB3SKLrWu3OBY35GTmlLh9S3LR8SS7j+pTZLmg5hKi1fF4bFuuDS347aRmFj+W87QAuDYPy4pj0qRJSJLE/fff71b24IMPIkkSkyZNqnrBagHLli1j69at/PnnnyQkJBAUFOTxWFmZNGkSY8eOLVHdefPmMWbMGI9G9OTkZBo1aoQkSaSlpcnHV69ezdChQ4mIiCAwMJA+ffrw66+/Ks7NzMxkxowZNG3aFIPBQN++fdm1q/jIe5s2baJ79+74+PjQsmVLli5dqii3Wq0899xzNGvWDIPBQIsWLXjxxRcVcyDPPvssTz31lDy/LKi5VJgh/f3336dv3778/vvv2O12xV9RPP7443K9ZcuWVZQ4AoHAC/ZWflV2rVx1oLx9ce2mEp1jyc7l/FfrSfh+M7nxXiZ86j0NgVEcS7hYZC2b3Y6tkA527ltL8ILeOGs2cW++j69P5eZJ6t2yNYdfe5uNs2bTJCxcPl7dhvRusc0Ah4E/My+XbcePMm/tt6Tn5JCZl8v6f/dzKT0NgK3HjnDy8iUy83LJzMtlZ9wJjl68AMDKP7eSkZsrlxX+u5iays/791bXx6xQUhL7AjEY83zowtf4kQKmPACCu7UFlHanUjiwCgSCKkCX77K4NzPN7f1RmKCISLR6R27fLSuXl+o6N3R3vr/uKrWMNQnX11QYJ7mZBzyWCQQCAUC32FQAck0aMvO08l9Cmi/wn3K1/fXXu0hLy2Hz5mOcPZvsVj7u/iS+2b4bOO21jYE396DvDV0dO17eAXa7ncyU7HLJKhAIaj6q/MWVztDuRXVr1CoVTkN6Wo7wZi0pKjyEZte7zr14vuv2fAO6qoQ5zy1ZOfjojEXW6dA9rERtCWomWpWKfiER8r5/WEQRtZ14es/X7QFM48aNWbVqFbm5BQtL8vLyWLlyJU2aNKlGyWo2cXFxtGvXjo4dOxIVFfX/7J1ndFRFG4CfuzW9hySQ0FvovQqEDgKCUiyIdLECFlQsiPopFlSwYaUpioIIihRBpSO99x46hPS22fb92GRLdjfZJJs+zzl7cu/cmbnvbnbnzszbkCTJYVlB0ev1BVIep6en89133zF+/HiH18ePH0+zZs3syrds2ULv3r1Zs2YN+/bto3v37gwaNIgDByz7sBMmTGDDhg18//33HDlyhD59+tCrVy+uXr3qVJ4LFy4wYMAAunfvzsGDB5k6dSoTJkywUdK/9957zJs3j88++4wTJ07w3nvv8f777/Ppp5+a6/Tv35+UlBTWrl3r8mchKB3cokj//vvvefrpp9FqtRiNRoKDg5kwYQJz5syhSZMmebYdNGiQOfTD6tWr3SGOQCDIC3nJTYwSVFYTEVdNG60evsbc+bgqGTlRdgsT2t0dNK4WSXhAYIncq0FENWKiGxMT3dhcVtpT+GVPP8eZDz/j9OxP8fM0eejkZxzWpUE0ob5+Dq/99swLnJ79qc1rXLcebpe7rCE9+DJ9z6yk3dJZgK3yXHJrXByBQFBU2vkHmY9/u3kl3/oRdeoBEH/N+QLTEdUCLZsXBYhKWeZIT7W8j0hEuhuBoKS5dfF8uYpqseDRvZz9cA2nZ681v8Z0da7YLggGQ16fgxFJgnqN0wFTxKT0tCy7WnKljOCqeXsU7Vl3lJWf/1sESQUCQXkgRyly6cihnBIgr9DtJsVdlk4s8FzF4CDbql7vidFoKne6H5L9TzC6qH9KPXu54MIJyiU535lO9w3Pt64HSXZl5WhKVShatWpFVFQUK1asMJetWLGC6tWr07JlS5u6BoOBWbNmmT2JmzdvzvLly83X9Xo948ePN19v0KABc+fOtekjx9N69uzZREREEBwczJNPPolWm3d00dxyvPnmm0RGRqJWq2nRogXr1q0zXx82bBhPPfWU+Xzq1KlIksTJkycBU0plb29vNm7c6PQe27Zto0uXLnh6ehIVFcXkyZNJSzMZTcbExPDhhx+yZcsWJEkiJibGYRlAQkICjzzyCIGBgXh5edG/f3/OnDljvs/ChQsJCAjg999/p1GjRqjVasaNG8eiRYtYtWoVkiQhSZLTqNZr1qxBrVbToUMHu2vz5s0jMTGR559/3u7anDlzeOGFF2jbti316tXjnXfeoV69evzxxx8AZGRk8Ouvv/L+++/TtWtX6taty8yZM6lbty7z5s1z+rl9+eWX1KpViw8//JDo6Gieeuophg0bxscff2yus2PHDgYPHsyAAQOoWbMmw4YNo0+fPuzevdtcRy6Xc/fdd7N06VKn9xKUDYo8w7lz5w5Tpkwxn0+cOJHY2Fi+/vprJk+eTLVq1fJsr1Qq6devH0ajkYsXLxIbWzq5eQWCSoOLMyN9poYryzaSes60kX51z3UAbl1X8vO3wez8J7xAt3V1niDJrBTpeW4IlV9kRpOBQEDSGY5+t4WUK/GO6+XTT0Wc5FpbMbpqYV1cyGQyalcJo05YeLaVff54qlQonLhZRwWFUCcs3OYV4FVyESJKDf8QvGtHIpXy/1MgEORPC1+L8dStrLw9VwA6DXsAgLSkRHMOTVdoEmXZuPn3ePsCSFi2SEm2jgxjeigbVJ6lI4xAUInImS8e37aZ8wf2lrI0riNJUKtKOnXC0syvAC/bRdLu82f5dtPffLfpb2LjbrvctysGBaa5tclb9NXHbhZIdoD0lExO7S1YKg+BQFA+yfFED4kyOUfkrNKNjsJBA3A8+7i0zeHLNyYnCtNnmJTk5LPMHu+lDNdCu585mYIxLMwd4gnKCZENG9H+nvvyrKPDw66sKIGlUxPiuXn+rM0r6ZYpyqguK8vu2s3zZ81t469dsbuWkZoCQHpykt21hOsFM+K2Zty4cSxYsMB8Pn/+fMaOHWtXb9asWSxevJgvv/ySY8eO8cwzz/Dwww+zefNmwKTgjoyMZNmyZRw/fpwZM2bw8ssv88svv9j08++//3Lu3Dn+/fdfFi1axMKFC+3Cf+fF3Llz+fDDD5k9ezaHDx+mb9++3HPPPWYFdbdu3WwUz5s3byYkJMRctmfPHrRaLZ06dXLY/7lz5+jXrx9Dhw7l8OHD/Pzzz2zbts2snF+xYgUTJ06kY8eOXL9+nRUrVjgsA5PhwN69e/n999/ZuXMnRqORu+++28ZwID09nffee49vv/2WY8eO8cknnzBixAj69evH9evXuX79ulNZt27dSmsHqWqPHz/Om2++yeLFi13aRzYYDKSkpBAUZHIi0Ol06PV6PDxsfxOenp5s27bNaT87d+6kV69eNmV9+/Zl586d5vNOnTrx999/c/r0aQAOHTrEtm3b6N+/v027du3asXXr1nxlF5Qu9uZvBeSbb74hMTERSZJ44IEH+OqrrwrcR5s2bcxWF0ePHhXhNASCYiQw6zI68p9En/3kJ45N/wx1WDADrq3n6ocmy7rY03I+n1STgIAApk7Nuw9JskzDTh3ywN5mzGEj82HufFwVhaDMC0AgVRIO888TmwlpHsVDu1+3q5fzURSHR3p58N4RS3CBQCAoWTzkckZVrcn31y66VD+4WqT5+MLBA9Rp1caldnWqWMIC/3WkFhptEmpleQwF+jcQDYCUs/UkHl4CQbHTJKYnJ3eaNraS4+JKWRr30vOdmebj9nXqsWPmOy61c+SRnnu67+XtiUptJEsDGk0yuLAmtGbPuqPmY4VKji5LT60meTtOCASC8olvsCnUtyvbBp5KFWaDwoq5heM+bMIfO/5wc3JXJ8Q5NrqXGzQYAYPMtS39Kxdcz6UuqDi0HTSEXb+vcHpdcqA2NxoLv5A5vHEtO5f/ZFMWfVcMdz/9PCnxcfwwfapdm+d+NkUmXvfFx1w/c8rmWv+nnqNRl+6c2rmVf+Z/aXOtRrOWDHvlrULJ+fDDDzN9+nQuXTIZBm7fvp2lS5faKKM1Gg3vvPMOGzdupGPHjgDUrl2bbdu28dVXX9GtWzeUSiVvvPGGuU2tWrXYuXMnv/zyCyNGjDCXBwYG8tlnnyGXy2nYsCEDBgzg77//ZuLEiS7JO3v2bF588UUeeMBkwP7ee+/x77//MmfOHD7//HNiYmKYMmUKt2/fRqFQcPz4cV577TU2bdrEY489xqZNm2jbti1eXl4O+581axYjR45kavYGf7169fjkk0/o1q0b8+bNIygoCC8vL1QqFeHhFoe63GVnzpzh999/Z/v27WZF+JIlS4iKimLlypUMH26KkqDVavniiy9o3ry5uS9PT080Go1N/464dOkSVatWtSnTaDQ8+OCDfPDBB1SvXp3z58+79Jmmpqaa/0++vr507NiRt956i+joaMLCwvjpp5/YuXMndevWddrPjRs3CMtlpBQWFkZycjIZGRl4enry0ksvkZycTMOGDZHL5ej1et5++21Gjhxp065q1apcvnwZg8FQ6k5lAucUWZG+Zs0awGQV/sEHHxSqj3r16pmPcwYygUBQuiTuN01iNDdNOfbSpSC8jPHE1xtGzwaJGA35e0j4+V8GTJ5Zmoy86+Zgk1elgnqky422oRTjDjkOtSXLZw5bFGW4I0vysoD1/7+0c6QLBAKBIG/UnpYF+aqP36PdPffSftB95tzpzpAkaFNrA3sv9AZ60//9sbSr8xrP9D9NmH/+nvBlB4sXvmR+ropnl0BQ3FRv1IQG7TtxateO0halWLmVbB921RmurgsGPXCbXxfVLpQ8Ol22h2q1APqPu6tQfQgEgvKBlJ2Dy5gdPzxnae58qDHVEx7p+WH/AZ47mWZbYN4HcfxZao1qFFTcCI4C96Dy8OTZ75dhNBr5+JERdtdl2EcTK4q/TbNe/anT2jbSmIePDwC+QSE8PGuO07b9nngGbWamTZlfFZOCskHHLlSt19Dmmsqz8BHAQkNDGTBgAAsXLsRoNDJgwABCQkJs6pw9e5b09HR69+5tU56VlWUTAv7zzz9n/vz5xMbGkpGRQVZWFi1atLBp07hxY+RWUSsjIiI4cuSIS7ImJydz7do1OnfubFPeuXNnDh0ypd1o0qQJQUFBbN68GZVKRcuWLRk4cCCff/45YPJQzwm97ohDhw5x+PBhlixZYi4zGo0YDAYuXLhAdHS0S7KeOHEChUJB+/aW70BwcDANGjTgxIkT5jKVSuUwj7krZGRk2HmNT58+nejoaB5++GGX+vjxxx954403WLVqFVWqVDGXf//994wbN45q1aohl8tp1aoVDz74IPv2FS192y+//MKSJUv48ccfady4sTmXetWqVRk9erS5nqenJwaDAY1Gg2cRvt+C4qXIivQzZ84gSRKNGjWyswpxlZwc6WAaJAQCQTFSRE/kB2bXocnAc5w5eoH/fsu7rkqdRo4iXSqE4raieqS7iitL0F1nT5uPf93zn821dYcO2FwvD0g2x2IRLhAIBGWd6M5dOLHdFIZs9++/IVco6Xhv/nn5Ztwr556PAJRsPvkGm0/WYfG2Glz7bHXxClxM2HmkC2MwgaBE2Lf2D4wGA1pNJu0HDy1tcUoNd0eb0mRoyUzT4OGttrtWv3UNt95LIBCUQSyx3G24o7U3eDRNeYRHumvYzw8XvxdL3drWV02fpVPvYHOOdKFIFzgmRafDV2GK9iVJEgOenMqfn8+xqSO5WZHuExiET2CQw2sKlYqw2s49e4OqRjq95uXnj5eff+EFc8C4cePMoctzFM7WpKamAvDnn3/apSxWq03zoqVLl/L888/z4Ycf0rFjR3x9ffnggw/YtWuXTX1lrqhrkiRhcONAKUkSXbt2ZdOmTajVamJiYmjWrBkajYajR4+yY8cOh3nDc0hNTWXSpElMnjzZ7lpxRIz29PQstNNUSEgICQkJNmX//PMPR44cMeevz5kPh4SE8Morr9hEDVi6dCkTJkxg2bJldiHZ69Spw+bNm0lLSyM5OZmIiAjuv/9+atd2bnwaHh7OzZu2qZJu3ryJn5+fWRk+bdo0XnrpJXNEgaZNm3Lp0iVmzZplo0iPj4/H29tbKNHLOEVWpOd8gXOHMigIOp3OfCx3kltWIBC4B0MuSztXMXZqTXrzemz+Zyv/btIhkyT8XJzMaHv1QrfqRP4Vs9H06QNyeaVXpOfgLLS7ESM3khKdtruaEM/VBFP+9SAfH+KzJ4OQ/wTZW63GJx+PwuLANkd62VNCGHJ9cD3emYlSLicxPc2u7rBPZuOhVOb5P6poXL10Lf9K2RgBjcb1nMoCgaBs0nP0RCLqNuCfRd8CcGbPfy4p0jvWS7E6qwPAzaSSf+4UBWuDLwkjBh8fCA0uRYkEgsqD2tsU8jY57jabliwEoFGXGHyDyutv0HE+yPx4550/eOONVTZlK1bs5ddf93LzTjgwsED9qb1U5uNlH21gyFPd8Q10HF5YIBBUXHJ7pCfrTDlutU43EoRHuitYMqBb8POxOJSFSqfRE4CRQGRyJ2vl7P+BVlPkLX1BBSPn17nxzg0eqVbLXN6gQ2c7RbrMYWj3YhSuDNGvXz+ysrKQJIm+ffvaXW/UqBFqtZrY2Fi6devmsI+cEOZPPPGEuezcuXNuldPPz4+qVauyfft2Gzm2b99Ou3btzOfdunXjm2++Qa1W8/bbbyOTyejatSsffPABGo3GzqPdmlatWnH8+PE8Q5i7QnR0NDqdjl27dplDu9+5c4dTp07RqFGjPNuqVCr0+vz3Blu2bMkPP/xgU/brr7+SkWEJgbtnzx7GjRvH1q1bqVOnjrn8p59+Yty4cSxdupQBAwY4vYe3tzfe3t4kJCSwfv163n//fad1O3bsaI7UncOGDRvM6QDAlBM+d6h2uVxuZ0xx9OhRm2gHgrJJkZ+6/v7+xMXFFcmT/No1y8Z7cHB5XfgKBOUDQ61a+VdyRKeWGL298MujSnKK7Tjg4WPxYJBquaZ0v30jA132Q/f4wQQ6NimwpBWGeuEKzuUTEt9DqbIrq+Lnz9fjHzMrd5VyBXqDgUe+/MRcx5HXyskPPuHynTiuJsTTskYtPFX2HijFjU1o9zK0CK8VWoWEtAt25WduXLerl5qZyfXEBM7fslgmKuVyqjmxzq1IqNQqsnI5KQSF6mzOvWpVJe3sZYx+ltHE0698Kc8EgsqAwcVIMipPT1r06kvsscOc3bubuMux3Lp0gSo18p5vBPloHZaHPj6Wz8dMZET7wimVSgsJA3qrxbqPv7AmF1Ru9EYjGoNlU0whSSC5L+dfx3uHc/ifDTZlWk2mk9pllyvxOWNFfKHa51ai55RlZVnmX3l6/uQa6j291YTVCObmJVN6rytnbhHdrpDrR4FAUH7J5ZEe6eHFdU2maSx3SLZHeiVRxBUbMhkyDOgBD6XjzSCjwfQsTbdylHAFY0oamakyPCNMzx19QhpyYShVoQhSqojXZnEpM51MvR4PK2fFsNp1uHneougdwxBmc4SbWDZdK8vPVy6Xm8ONO3Lo9PX15fnnn+eZZ57BYDBw1113kZSUxPbt2/Hz82P06NHUq1ePxYsXs379emrVqsX333/Pnj17qFXYPXcnTJs2jddff506derQokULFixYwMGDB21CscfExPDMM8+gUqm46667zGXPP/88bdu2xdvb+e/8xRdfpEOHDjz11FNMmDABb29vjh8/zoYNG/jss89clrNevXoMHjyYiRMn8tVXX+Hr68tLL71EtWrVGDx4cJ5ta9asyfr16zl16hTBwcH4+/vbefID9O3bl+nTp5OQkEBgYCCAjbIcIC4uDjAp9nMiYP/444+MHj2auXPn0r59e27cuAGYvOP9/U26ivXr12M0GmnQoAFnz55l2rRpNGzYkLFjx5r7nj59OlevXmXx4sUAPPbYY3z22We88MILjBs3jn/++YdffvmFP//809xm0KBBvP3221SvXp3GjRtz4MABPvroI8aNG2cj99atW+nTp0++n7OgdCmyIr1atWrcvn2bY8eOodPpUCgK3uXmzZvNx/Xr1y+qSAKBoDjIXjBpUvXU7mjyas9I05CSmEZQqD9ypZy7O9lauY15YRhfPraMwDp5qd+dk5Gqy79SBSYqWAlXIMArnXdGLCQhTeLolbtYe8g0UXBmLaqUyxnUqo1N2Z8H88/rUi88gnrhEU6v305WcSnOm4iADJIzlPh7aaka6N4NS5vQ7mVHj84/L7/BrnNn6PveWwAsmPQU1YNtozso5XLa1a6LRqdl34XzNouQOlXCqOLv3nBUZZEcS8s+956naWwamn1Qq56tZr37rsUkHTwFoSGsW3EUMG3aCgSCskW8NosknRZ/hf0i1hFt7r6Hs3t3A3DpyOF8FekANUJSuRTnY3vfVH8e/Oxjzly/zitDynqYZusHldH84PIL8iYwrHBzH4GgorAz6Q47k+6Yz1WSjIeq1QRf18aU/FA6iJxUHsPcdmsYx/LdUYD71j05c+hB9/fij59B7WlveJsXvR5uz6rPN5GamF553NMEAoENOUbtOR7pKrOHun3d5wcMZsxX2R7pzsKRC+wx5rJWAHRW+ZUb+x533MxoMlLz8Cn48/RmcjA1I9IL3E5QPhgaFsk3V84D8MHFkwwPiyLK0wtvuYIHX3+bOaMfsKn/PE15CQ16TPOEcjiNKjR+fnmv1d566y1CQ0OZNWsW58+fJyAggFatWvHyyy8DMGnSJA4cOMD999+PJEk8+OCDPPHEE6xdu9atck6ePJmkpCSee+45bt26RaNGjfj999+pV6+euU7Tpk0JCAigfv36+GTnpY+JiUGv1+eZHx2gWbNmbN68mVdeeYUuXbpgNBqpU6cO999/f4FlXbBgAVOmTGHgwIFkZWXRtWtX1qxZ41Apbs3EiRPZtGkTbdq0ITU1lX///deh3E2bNqVVq1b88ssvTJo0yWW5vv76a3Q6HU8++SRPPvmkuXz06NEsXLgQgKSkJKZPn86VK1cICgpi6NChvP322zayX79+ndjYWPN5rVq1+PPPP3nmmWeYO3cukZGRfPvttzZRDj799FNee+01nnjiCW7dukXVqlWZNGkSM2bMMNe5evUqO3bssPO2F5Q9iqxI79GjBwcPHiQjI4Nly5bx4IMPFqh9QkICS5cuBUzhE9q3b19UkQQCgQNSz8TiUTXUrjzuQhohtfK2Qr25fqf5uFpkOD2GuPY7lcvlaOMNORFbXcLaFkevrzyzuEt/mRSKpMqQHzZZCMfLAE8lnip4dpBpMvT8j3rWHsq7r5xw7nlhLKCt6aU4L2o/c7dd+e/PbWNAixsF6isvbDzSy5Am3dfTk64No83nAV5exEQ3dlhXqVDQzcm1Co/RSCR7qZ52ANnt8w6rqAJ8CY1pQ1pSBnAUmdx93mkCgaDoVLGKRrLsRixjqtVC4YIXadV6DajdojXnXTDcyiHAK4tLdqXzgb7M+HUpPZs0pUPd8mFkK1mFR/QNEt49gspLDU9v9iUnoM+lbckyGrihyYA841sVlfK3dnCWwgkgPUvD+sMHAYhuGkTVwIIZZVaLqmK6RwFlkslkhEQGmBTpViTdLpj3o0AgKL/krMVzhvKckWpPcjz9Qm2N71vUqElOaPfKpIgrKgajAq3WuQOBZ5BjY3NluOk5eiP2psPreZEl9wWyx3bxv6pwhKs9aezjz7HUJACW3bwMQK/gMBr7OJ5DhHCGm5j2ryqyIUyOwtQZK1eutDmXJIkpU6YwZcoUh/XVajULFixgwYIFNuWzZs3K855z5szJU46ZM2cyc+ZM87lMJuP111/n9ddfd9pGJpMRH2+7D9yiRQuHkUgd0bZtW/766y+n1x3J7KgsMDDQ7K3tiDFjxjBmzBi78tDQ0Dzvb82MGTOYNm0aEydOtAuZDiYDgtzve9OmTfn2O2LECEaMGJFnHUf/z5iYGA4cOOC0ja+vL3PmzMnz//7JJ58wZswYIiMj85VTULoUWZF+//3389FHHwGmcBM9e/akSpUqLrcfN24cqampSJLEAw88UCiPdoFAkDcJe4/zb/tHUIcHw2NP21zbUrcb9+n32rW5fNGDnEfS9rufhhdeMJ0UULmZkyPLoHPNE0KyUqoZdJVnZr9q0By7MkNYGDz+OJkO8m9DwZXhNm0L2PTMDR+H5c/+0Lz4FOllKLS7wDUaGQ7xIE/DX5BPVgKBQFBG8ZIr8JYrSNPruK7J5MvYczxVo17+DQFPX1/A9eeTVu9IQd8HCANu0vmNV9B/v8w1wUuBsKqhXDPtT6FCePcIBAANvf14sVa0zSbW8ptXOJOe4tb7qDzs0ydUNOfpm0lJ3P3B2wAEfevNpdgPUalKZ78k/kZythFk2TJ2FQgExYRk6y3tm71X6yhSkWndbqpXkRVxhWX3lv1OryUlKFAZHT8fM0IcRwvUxiagqhWMh0fBo7qNmlaXlV9koTF6Uc3jLPZBrQXlnfvCIqnu4cWWhFukZeed3njnJhvv3CTA1xdtiu33bQJ9+Zq/UZGKzmCfN10gKEsMGDCAM2fOcPXqVaKiokpbHLdQpUoVnn322dIWQ+ACRXYDa9u2Lffddx9Go5Hr16/TqVMnduzYkW+78+fP079/f37//XfAZMnzyiuvFFUcgUDggGurNgGguXEn74pWJKtqm49V9RpiyJ5iS1XCCiWDTOZauEKZzLLwMugqxyQupGkkIc2jTK8m1QmtUZPQGjXxDQoGwFiGJ7PuXihb92b9XRCUD/yNhcvvKRAIyhYjwi2L0gRdFhczHBt0FZV0jePtOw+lJaLFlXjX5y4lgdFoZPnCP/jxy+X4BeZ41p6iBqtLVS6BoCwhlyQUMpn5VVxTuujOXW3Oc0IQl0fqh1elRY2atKhRkzeHPsDw9h1pUaMmzavXACA+IY3U1NLLAZ+WZDEWiqhtH+VMIBBULMwe6dku5pFqr3zqCo90Z/z5ywbzsZTb2NQIcrIctnO21ZI7WkBBqN8kkBe+6Mxr81qSbgwoeAeCckEb/yCerdmQYWFRRKgtqXBav/mOXfqtAK7yAg2ZShsykm+VtKgCQYGZOnVqhVGiAzz33HOEhRVO1yIoWdxizvzll19y6NAhzp8/z4ULF+jSpQutWrWiR48eXLpkCdj40UcfcevWLf777z927NiBXq/HaDQiSRJffvklNWrUcIc4AoEgF5KDcCcutAJgG0/zyKLHubryd7zILHBfCmXOoqDgs3y9QV/gNuWJOP9o3tWMsi1MkKHYYPLoO3r6BL/hfEPQ1TA91ly4fYuJ385j55lTBW7riHO3fDAa3ZfPPCHNoqwRHukCgUBQOkR6ePFCrYa8f+EkAN9fu8hrdVxIWZHzMHDx+bRi6hZavRoBtLIpz9R6AfWAM3yy/k/ef/AR14UvZg7tPsaL498AwMe/bnbpclL4C6SWpSeYQCBgy4+L8Q0OQaFS07r/QPxDXY+UV9o0jarBL5M/sCvX6fWoxzzgoEXpEFItAE+fgntBCgSCckb2nO7O1cvWpw73IEzXcjzSS0K48oVc4dzvOz4uGV2WAUdJOOSeHvYNsOysKQ2OFfB294hXofIDydc29VBcsh/+wbfJyhKRYSsq0T5+RPv48da5YwD8nXSH1/73Pi+PeokQztnVDzfeBmrblQsEAoHATYr0kJAQ/vrrL+69914OHz4MwP79+9m/3xS+Jsdabtq0aeY2OZMvhULBhx9+yCOPlJ0NMoGgomGUJDR33438vH3OYm3z5g7bZMl0ZA4fTk18uHohtsgyeLewDUt1afFqLv+03q6eTmeArv0B0F+4AMTk2/fSod+QogZJpUB/J5lRn43Aq4bjMFjlEYNazWe7ttDRxx9oll3aHMgnWboVAV6mRdOd1BTmb/7H7rqfp314TFc5esWPplHJhW5vzS+7LBFNgnwch5OviHzw5yru79CZljVr5V+5DGPQVxyrUIGgsqOWyWntF8i+5AQANAY9apl7A0A2r5EBtAaeAgL4eryOR7/LySt3GmjPf2dPu/WeRSUlyZIjOCtTaz622f4UdmACQYmg9rJVClw6eth8LJPJiHl4TAlLVFqEA7sBJXAQjaYqkMify8ML2I/jwcugN7Br7ZGiiSgQCMoVCpUlNZ/BysHBkZ7cZACf45EuJkG5kVulLyTXvktSQip+p7dD5F127VT+3nZlADKDaf4p5eF0Ye7/8BmU3jfBQRD33g9WZ90SOfVbOs6dLag4DK5SjVW3rgKwPeG2fWSEbK4mCAdHgUAgcEaRQ7vnUKtWLXbv3s1rr71GUFAQRqPR5gXYnXfq1IlNmzbx9NNP59W1QCAoInEyb3Tt2qF5wN6bIeveex220QYa0TduTGBjNSf37i70vfVWGzJXjyeYj4+98jm3/tpp97qz2ZKvXXfyZL79Z96Kh8RTeERHoK4Tile7Ouz7pGKEV/VEAoMB5HISQoJZf/o4V+NzFl4ZBbL27lSvAQsnPcX/hj+IzMp9vHfT5nw0cgz/vvJGoeXMyCqezFpdG0QXS7+FRS6ToZSb3mvtUPeE3Qnztyxav9i4zi19li72USQ8woNLQQ6BQOAOegdblDBXMjNcb1iA59P9HToDnwH/IyPrFg91umR1dQe+Hs5DiZYGm9cdBFYD/2LQR5ayNAJB5abD4KF0Gno/Sg8Poho1ofPwB6neuCkAOq1rnnoVg/lAFCaFej9MhrdduXyxPgCh4c5TbLkS4erq2VtkpGjcIahAICgnBIZbHBOMBqN5V8ehIl2yzpFe7KKVO2Ry5/slP7x9GQ+t4xRKQfWqOesRgAxN/s4Qu0e+guTk/p17R/DWwjaMmlIv334E5ZumPpZ9p3/inYdvv55Q1+k1gUAgqOy4NX6LSqXijTfe4KWXXmLNmjVs3bqVo0ePcufOHdLS0vD39ycsLIwOHTrQt29f2rZt687bCwQCJ2gly0894eAdAlu4oNiyNiQuQqIrTZBl412baWXJrDVt6DR++0k8q1nCLqZnGthzI/vEygraGUatDnKFm8/KdC0fe2mTn622pyTh8e236Nq3R9e8OcjltKqZwC+7ooCC5UiUJIlRd3UD4I0Vv2DQm/4XVfz8mNJvQCGkL35khUpJUHzIZXIOz/qI2ynJNImq7pY+n+5zN7/v38P206fQ6st/KgMJ028vs1Zb7nrjHtRVAgnt3qaUpRIIBIVFYWV49eP1S66Fdy8g34x/jJ//2w5Ay5q1mNRjLwlpKtYeigDKVn50gAVzLwCm56bOPN0Qu8YCgStsjLuB4c5NTmSfKyQZA0IjaODtV6j+vPz96TBkGB2GDDOXGfR6Yo9VHu9ppVKOVuvY+LRdl1OMGK+izV2pdteMxuz1oQvDl3X0DYFAUDmQrOaAcVdikSKqAmB0MGiYqpq8o4d/0ol37z/MtIFlK6JQaWLjkW6DkZ1/9aBTp0UApB+9SuMH2nHhqMlzuG5Lx3sOWXpPFIDKhR39lOP2USkFlQ9JkhhTtRYLr10AwGi1G5mBP54kmephKFQKyUJz/Tp89RVMmgQRFSeqqEAgqJgUSyIUT09Phg4dytChQ4uje4FAUECsFbbKzFQgf0W6ZLQo9TQaT3zU+YeNcoTM6aLBRMSgrvg1rmM+T07Kgk/+AsCYkUFy7om/JOFTLwqZohLkcZIk5NeuYbh6FbJD8HsoLf8HR4vYAt9CxJ8tEPUjqlI/exPBHaiVSga3asf20+7JWV9WMPoGUn1k/9IWQyAQFBFJkugcEML2xDiX60PBnk/eHh7EfbmAm0lJNKxaDTDy9vCj2Yr0smgY52heoyxxKQSC8kS4yoNTaSnojEYwGsnxbdZg4FRaSqEV6Xlx/sA+GOv2bssVderHce8oxzl2kxOGcelcLoMDyfG64PDWM+bjrAyhVBcIKhurP/mQQbM+BCBNr0dvNCCXLPMhmSQDqzDjL/3cTCjSrcgrR3o3PjTPmiWMdB7SgnqtqyOTyQiNDHTYRqEytQhtKtKqCVwnyImjUo4SHUyK9BtJiXir1SUj1PXr8MYbcM89QpEuEAjKPJVAEyUQCJLOXIN6ptB+gWln0ZJ33hujXk9Iyim0mEK6XjzTiuDW+wp1b8nJhowrGM+dYmPTEXblYf0703n13EL3W14oCSV3Uf4/AkFuoo07TQcipp9AUGFo4x9kVqRnGfSo3JwnHSDQ24dAbx8HV8reMyoo5GPi7ewKQpAAbceOgGuhkgWCykTXoCo08w1AYzSy1UdJl1Qth5MT+C/J/VEntJmmqE3WYYkrMgUdbuo3uWE+Pn7Ai4iA/NukJqSbj5PjHYcgFggEFQu1pyW1TpWatQlUWpRwyTqdzblpS6FZCUpXvpA7Ca0uYaSD/Bs0kdlOaEYjkiQRVj1vxxcp21nFJ+u6W+UUCCQMGAyFc6ISCASCik7ZipsrEAiKhawrVwtUX5dmmwdVrsgix8I4rGrBNk+KpEj39kEV7G9+Kf1Nm+zJR84Wus9yRT4fXWls1DeJTCJjwa9oFy0n3L8A+XIFlYJEQgGQNGKTVSCoKPjKLXa32xLy8UzPeeYX8flUlm284uMs4e1lsm+A88A3AEhpprFPkYfnkUBQWQlQqghSqVGr1QSp1HjlkTO2KFSpWRuoPAkXTOsB199tdPNrwPZC369VL8dh5AUCQcVCkslolJ0aLrxOXZQyGUonEzSTA8DWEpSuYuBFAlkDB6Jv1MhU4OL8WZUUD4BO5jjiiECQH5GBjvfyvIivNPMngUAgKCjCI10gqAwUcUO7edsNSFoV4ElBHdGKokg3PPMWAx+raz5P2HeCf9uNKnR/ebHsrU3cOXuHxxaVnZQUrnx2By4WLedVQf87MsmISmH6PuWEmY9PU7H+cBi7zgYVWo6m1ZO4t821QrcXlC2yarcubREEAoGbsH4WbU+Mo0dwWEnenc0nj5Xg/fLH2/cKaSmRwD5ksscxGPR2dWo0cl8KEIFAUDAkmXsMeio2BUubERoVyO3LCXQb1prq0ZXD018gEFil7MkeT00Kc0c50iWsQ7sLbJEr5E7tnXQtW5qPJcnF51ZYdkh34RonKCQ1GtTi1H/2+29ZeGMwCIcZQcE5deoU3bp148yZM/j6+rJw4UKmTp1KYmJiaYtmxmg0MmnSJJYvX05CQgIHDhygefPmdmUtWrQobVFLlOPHj9OnTx9OnTqFt7d3aYtTpikWRbrBYODChQskJiaSnp5eIK/Jrl27FodIAkHlxioXjrZnzwI3z0o14OtTuPyfjpTBp4+nkBAYhbzDXXwy6xIauSWsowTUy9adn913m9dGx5uveeiTqD1oEBmSnC9GzAdArchElWvcuLQ3noKSSSreddUse2sTw1+LKXD7wmAsoBrbULUq6bKD9O17kx07BmI0fsbFuNsFvq9Wb9n0L4qhQ2K66Tvxy39R/LQziixd0TyLrny6mmHtOrJ89056Nm5apL4EpYPR6HgD5ezBWJRqJTWsNl+1mrKY+1ggEDiib0g46+NM4YBz58W0xl2O5NYbiRlZWWi0WtTKspGHPCDoTLYi/QcMBts1jqFWrdIRSiAQmMlJjVTeUizsuxDI5MUtmNL3DHXCHEf2ee65pXh42I6Fev3dQPGNPRePXSPuaqLppAxHCxEIBMWAk0hDuUdXmSQB9oaFAhMKhRy0+dfz9XHtuSWXy9BhsBiOCQQFJOueQdQIDuLSn3/YlBuRVViP9DFjxrBo0SIAFAoFkZGRDB8+nDfffBMPj5KJ7jBmzBgSExNZuXJlidyvqMTExNCiRQvmzJmTb93p06fz9NNP4+vrW/yCFZJ169axcOFCNm3aRO3atQkJCXFYVlhmzpzJypUrOXjwoPuEdgOZmZk899xzLF26FI1GQ9++ffniiy8ICzM5SDRq1IgOHTrw0Ucf8dprr5WytGUbtynSDQYDixYtYtGiRezevRuNRlPgPiRJQqcTG+sCgbvR3nVXkdoHBgSaj/2DCvZQtH6IZqSaLBvfnZZEzN29MAb4UYN0IN1h2xrV7fMm6jB5uuYlRaa3HynJMnz9Cm4VffvUrQK3KT5MCyMpO9ejMTCQLC7RseMlMjPVXIkPoIqfP7eSkwrU65S+A5i7/k9T30VQpEdXTWHn2WCMRsxK9IndzyNz1ZI6m/mba6HVy0jJUPDxw2NoWLUqY7p0L7RcgtIhKSHZfKxUWqYXaUkZ7PzjMACjXhtoLr8Za/p9G/TCe0EgKOu08gs0K9K1BiP5RWR2n/7K9Iy6mZRI9ZBQd3XqNqxzCFo/TctyaHqBoMJTzjzS/b1M2pWLcd58vqEueoPE52MOmK/LJAlfD09SMjP48cf/HPSQmus8EQgAwGD0prDKLVW2wt6sRAeEJl0gqFyY9wryGU691WqER3rB0derZ3OulLv2GcoVJkW6IirvXOoCgTVKSUKGhAEjR7MyoW1rvHMp0g0oKnSO9H79+rFgwQK0Wi379u1j9OjRSJLEe++9V9qilWtiY2NZvXo1n376aWmLkifnzp0jIiKCTp065VlWUIxGI3p92TUme+aZZ/jzzz9ZtmwZ/v7+PPXUU9x3331s325J9TR27FgmTpzI9OnTUShEAHNnuCUQzLVr12jTpg0TJkxg69atZGZmYjQaC/USCARlD40sFY0slaBantSoV61Abdu2bWs+ztKaNorS02SQrWi7cdGDsxcjbF7nzodyKTbYrvzsxQhuHtOScOCO+WVNZqJJ4azDgyxN+Y9zlbNulR8/juqPP1D+/TfhMtOmllKpJVNbuIfbwJbuCbvdpaG9N/wXY/bzxdgDBXp5qS0GVFUDg3hj6APUqlKSoYMF7iBLk2U+9vTytJRnOja/z9mY8fITud0EgrKO3OzjCTonkScA84Pr6ukTRbqfRVUTBtSh1jNP8OOOspJ7M4/1SrZBcFBEQMmIIhAI7ChvHun3tbnKvLH76NPUZKyUrrG1VJLJZKx+fjpvTr+PN9+81+4FtiEYGzY8az7uOzj/tYKzj6lZl/q07t3IpkwYCQkElQxzaPfccz/bgUMuk1EQRXpimpKBszuzdEXtIgpYPnDVecHoovLCKDPtdRmTHDukCASOUMnkPBhRndqelnmD0UHEL52+fMyfCoNarSY8PJyoqCiGDBlCr1692LBhg/m6wWBg1qxZ1KpVC09PT5o3b87y5cvN1xMSEhg5ciShoaF4enpSr149FixYYL5++fJlRowYQUBAAEFBQQwePJiLFy8CJm/lRYsWsWrVKiRJQpIkNm3a5FDOvOQwGAxERkYyb948mzYHDhxAJpNx6dIlABITE5kwYQKhoaH4+fnRo0cPDh06ZK4/c+ZMWrRowffff0/NmjXx9/fngQceICUlBTB5z2/evJm5c+ea5c15L7n55ZdfaN68OdWq5a0vmDdvHnXq1EGlUtGgQQO+//5787Xnn3+egQMtjjdz5sxBkiTWrVtnLqtbty7ffvut0/6PHj1K//798fHxISwsjFGjRhEXF2d+P08//TSxsbFIkkTNmjUdlgFoNBomT55MlSpV8PDw4K677mLPnj3m+2zatAlJkli7di2tW7dGrVbzww8/8MYbb3Do0CHz57Vw4cI8P4+SICkpie+++46PPvqIHj160Lp1axYsWMCOHTv47z+LgW7v3r2Jj49n8+bNpSht2afIJgZZWVn07NmTU6dO2ZTLZDKCg4Px8vIq6i0EAkEpcuZMKG8uHph/RSco8wnF+uCEqkR2bJRnHVtslcCLX1iK5OsDQFZ8Mh4BRVTKlaU5Y/aCS9LpUO7bB0BE/4HcyDIpJt0hqqv7Yc/80NzptcXbarpBkqJz/rwfDd5ph1Yv45end9IkMhml3ICHyoBOLyGXGcUGYBkkWCicBIIyjyRJyCUJndGIxmDAx0m91HiTgdulI4ec1HCNiIBMq7OzQD9GzfuEoW07lJkQ77mxfrzIRKhNgaDUyJ3Tt6zjoTLwaI8LJGco+etIuMM6dzWIpkPvSAi0V1TNmGE57tLlOgEBoZw8aTr38spbsbX9bxlD73N8zdNHTaMOtdm34bhL70MgEFQ8LONpzjkONyFMinTXvfHeXhXN2kMRrH0iggfGn82/QTnH1T2IrEDXQgqrVRJZgLECew4LiofaXj7U8PTinfMmo2dD1arIsxWvABIGtIbKsY45evQoO3bsoEaNGuayWbNm8cMPP/Dll19Sr149tmzZwsMPP0xoaCjdunXjtdde4/jx46xdu5aQkBDOnj1LRoYp8qpWq6Vv37507NiRrVu3olAo+N///ke/fv04fPgwzz//PCdOnCA5OdmsfA8KCnIoW35yPPjgg/z44488/vjj5jZLliyhc+fO5vczfPhwPD09Wbt2Lf7+/nz11Vf07NmT06dPm+977tw5Vq5cyerVq0lISGDEiBG8++67vP3228ydO5fTp0/TpEkT3nzzTQBCQx1HiNu6dStt2rTJ8/P+7bffmDJlCnPmzKFXr16sXr2asWPHEhkZSffu3enWrRvffvster0euVzO5s2bCQkJYdOmTfTr14+rV69y7tw5YmJiHPafmJhIjx49mDBhAh9//DEZGRm8+OKLjBgxgn/++Ye5c+dSp04dvv76a/bs2YNcLkelUtmVAbzwwgv8+uuvLFq0iBo1avD+++/Tt29fzp49a/M/e+mll5g9eza1a9fGw8OD5557jnXr1rFx40YA/P39Hcq6ZMkSJk2alOfntXbtWrp06QJA//792brVuVNBjRo1OHbsmMNr+/btQ6vV0qtXL3NZw4YNqV69Ojt37qRDhw4AqFQqWrRowdatW+lZiJTAlYUiK9LnzZvHqVOnkCQJo9HIoEGDeOaZZ+jYsSNqtdodMgoEgmLGYDDabPpaz8fL/BaU2zWjZecdS/mouZ3tDw5o4brHuavW0ZfiTFaroX6WtB01QsqWBfShQ1XMct71Zg8AVAo9H408xOu/NqZ93Xj+eG57Xl0IBAKBwAm67IdOvDaLYJXjOX7dNu25cMgUkthoNBY6fUiwbxbP9D/Nx2vrZ5esA56g1jOPc+0z51boJYIx5z2VnfmCQCCwopwp0t2JwYXN79oNagANAPj3T1+ninRHFCUllEAgKH9ITjzScw+vJkV6XZf7vZOqKqpo5QtXx04X68mV8uzqYkwWFBy5JMNLJifdoLf7zkkY0GhlXIm3T7NZEVi9ejU+Pj7odDo0Gg0ymYzPPvsMMHkhv/POO2zcuJGOHTsCULt2bbZt28ZXX31Ft27diI2NpWXLlmalcY4HM8DPP/+MwWDg22+/Nf82FyxYQEBAAJs2baJPnz54enqi0WgID3dsOOmqHCNHjuTDDz8kNjaW6tWrYzAYWLp0Ka+++ioA27ZtY/fu3dy6dcusm5s9ezYrV65k+fLlPProo4DJu33hwoXmlKyjRo3i77//5u2338bf3x+VSoWXl1ee8gJcunQpX0X67NmzGTNmDE888QQAzz77LP/99x+zZ8+me/fudOnShZSUFA4cOEDr1q3ZsmUL06ZNM+eT37RpE9WqVaNuXcfPms8++4yWLVvyzjvvmMvmz59PVFQUp0+fpn79+vj6+iKXy23eT+6ytLQ05s2bx8KFC+nfvz8A33zzDRs2bOC7775j2rRp5rZvvvkmvXv3Np/7+PigUCjy/bzuuece2rdvn2cda+/+b7/91myw4Yi8HBhv3LiBSqUiICDApjwsLIwbN27YlFWtWtUc0UDgmCIr0n/99Vfz8dSpU/noo4+K2qVAIChhDDoDMpUljGB6qiUsupd3YilIJADydRd3tD/49fjHGB/juvWYq4svKTvv+byx+81lI9pf5smFrVy+V2mQpZPz8i9NSc5QsuZgRGmLUzmx+ooVRbEmEAjKBul6ndNrdVu3Y8N3XwJw5N+NNOvR22nd/Jj90GGCvLN4bXmT7JIvuJn0B1k6LSpF2fRKFwgEpY8lp2/lU6S78pYjIsPwD9pGUvwwgsMSC3YDMYUTCCol2szMPK8rZHJgM5C3YiAHmVS5xue81r+aW+moq5giuSq8PZ3Ws+lPJoHBskcjEBQUL7nCpEjPhYSBNq/NAOJKXqgSoHv37sybN4+0tDQ+/vhjFAoFQ4cOBeDs2bOkp6fbKEbBFIm5ZcuWADz++OMMHTqU/fv306dPH4YMGWLOrX3o0CHOnj1rVkrnkJmZyblz51yW0RU5WrRoQXR0ND/++CMvvfQSmzdv5tatWwwfPtwsS2pqKsHBwTZ9ZGRk2MhSs2ZNG3kjIiK4deuWy7Ja9+vhkXd02BMnTpgV+Dl07tyZuXPnAhAQEEDz5s3ZtGkTKpUKlUrFo48+yuuvv05qaiqbN2+mW7duTvs/dOgQ//77Lz4+9rHzzp07R/369R20sufcuXNotVo6d+5sLlMqlbRr144TJ2zT1+VnPOAMX19fu+9JXuQXMt9deHp6kp5ethzmyhpFVqTnfIm8vb2ZNWtWkQUSCARlCx+/m6UtQt64eUMnSy8xZ8IGotsG0HdS2/wblCYO1k31I6q6rfvT131IyVTQulaiuaw4daDuskx/oGMs307Yy/Sfm/LpX/Uq4z6qQCAQuJ06nj6cy0hlb3ICzf0CHdbxtFoQblzwNY27dkfuYr5HR7w06CSfbajLzaSchfllPvzzUWIa1aBjvQaF7rc4EPolgaBsYPagrIRRI4xG10aioJCjJMUPK3D/YpwTCCoX8devAbB3ze90fXCU0zHA5JHe2clVeyqbXfX1HenUbuk4hLP1ZoVfVcfz69zIFRJkgUwSod0F7kXCAFRcg2Vvb2+zR/P8+fNp3rw53333HePHjyc1NRWAP//8005xmePV3b9/fy5dusSaNWvYsGEDPXv25Mknn2T27NmkpqbSunVrlixZYndfZyHRHeGKHAAjR440K9J//PFH+vXrZ1acp6amEhER4TAHu7Vncm5PZkmSMBQiZURISAgJCQkFbpebmJgYNm3ahFqtplu3bgQFBREdHc22bdvYvHkzzz33nNO2qampDBo0iPfee8/uWkRE8ThVeXt7F6pdSYZ2Dw8PJysri8TERJv//c2bN+085+Pj46lTp46L76JyUmRFempqKpIk0bx5cxHKXSCoQOhr13Z7n5oLl4HaKHTpSG7a3HJk3etXU8YPE+cjyQz4RVVhzNy7Xe4vKNoLSabh1pXLQOkq0h2Fdr9+7gxERaJAg9HBdQ8XcseqrJQa6jwUHNEv9APg6qd/OLyukLvnf5iRZYqGMHNFY9a/6Hxy4CoquQFPlQGlm+QrKQ7HXuSt35bZlFULCmZMlxhkMpmTVmUN+w2C/FIUCASC8oFXds4wT5k8z3rDXprB8ndNedQ06Wl4+TnODeYKMhlc+2w1zy1pxpx1JivyV5ergVfZ+tr/6FS/9JTpHWLa8t+mUru9QCBwRjn3SF99MIK3fotGkuCeVtdoVj3J5bauhHYvEpVN+yUQVHKunHC8MZ97dC2oIl1fSXIw5xBEHnvlxgw6DOrI+YNXaNUr2qX+FAoZZIFBKvKWvqCSE1yrEYkXL5rPTYr0yvH7lMlkvPzyyzz77LM89NBDNGrUCLVaTWxsbJ6ez6GhoYwePZrRo0fTpUsXpk2bxuzZs2nVqhU///wzVapUwc/Pz2FblUqFXm8fCcAaV+V46KGHePXVV9m3bx/Lly/nyy+/NF9r1aoVN27cQKFQ2ISfLyiuyAvQsmVLjh8/nmed6Ohotm/fzujRo81l27dvp1GjRubzbt26MX/+fBQKBf36mfajY2Ji+Omnnzh9+rTT/Ohges+//vorNWvWRFEEQ/46deqgUqnYvn27Od+8Vqtlz549TJ06Nc+2rn5eJRnavXXr1iiVSv7++29z9IVTp04RGxtrTh2Qw9GjRxk2rOCGtpWJIj91q1atysWLF5HL895UEwgEpYchPQuZl3NvX61Wh8IqtHtGugZDVBSAWxV4l+avoN2EbtS+sR4IAUDuUTQv5MyrCXjU84L0DKRsUeW1wgiqlV0hK5Pk+Az8glwNk5V9oCoDebscbFbFXY6FqEiqcgAjFuux0V1iCPT2pnXN/A0g2tepx5O9+3EzKYlJPfrkW//cLfvQOAB+ns7D+xaEbtG32XAkvLzudxYZr2wjtEOxlzgUa5+Ppm5YOF0bNrIrL5uYfmc2c0eb0O5iD1YgKK/U8/blSGoS1zXOF3EA1Rs3Ra5UotdqiT12lIYdXd9YdcaHIw+bFenwGvAZLy79nq0z/lfkvguLb4DjZ6NAIChdpHKeIz0+Vc3MFY0BWLm3Knv/97fLbZs3v0NSkmUN4+lVdG9FhVKOTqs3HwsEgsqM44VcQfeMEtMrrserI/J6HPn5e1CvRXXqtajucn9yDzWkg+TnLVKnCYpE7q+OSZFeXpw4is7w4cOZNm0an3/+Oc8//zzPP/88zzzzDAaDgbvuuoukpCS2b9+On58fo0ePZsaMGbRu3ZrGjRuj0WhYvXo10dEmA5iRI0fywQcfMHjwYN58800iIyO5dOkSK1as4IUXXiAyMpKaNWuyfv16Tp06RXBwMP7+/nZKUF9f33zlAFNY9k6dOjF+/Hj0ej333HOPuY9evXrRsWNHhgwZwvvvv0/9+vW5du0af/75J/fee6/LIclr1qzJrl27uHjxIj4+PgQFBTkc7/v27cuECRPQ6/VO9YPTpk1jxIgRtGzZkl69evHHH3+wYsUKNm7caK7TtWtXUlJSWL16Ne+++y5gUqQPGzaMiIiIPMOzP/nkk3zzzTc8+OCDvPDCCwQFBXH27FmWLl3Kt99+67Le0tvbm8cff5xp06YRFBRE9erVef/990lPT2f8+PF5tq1ZsyYXLlzg4MGDREZG4uvr69DpuCRDu/v7+zN+/HieffZZgoKC8PPz4+mnn6Zjx4506NDBXO/ixYtcvXqVXr16FfpelYEiK9Jbt27NhQsXOHv2rDvkEQgExYD+ZhqyWs4Vw0aD7cxek6kxH981qJ3b5MjZ0FLp0shRpHtWCytSn10ev5v17/8LkT3o91ga/3y8GYNWgUwGPk2qgEpFZorGZUV6mSKP9ZACjc2C7Nn+g2gS5driS6lQ8MkjeU8ArDHkESayb7MbrD8c7vS6K4zqfIkNR4rWR3nmgY6duZpwh/jsEE45rNizi9spySSmp5WSZIXBlD+vSoS2lOUQCATuRpf90HGUTy83xuyQcLv/WOEWRTrAvW2u8NveSKAKIGPHmVMcjr1Es+o13NK/q+Q8eiWM/HVsOb//tI4/lq6Hs5dLVA6BoKJwPj2VH6/ZGxJ6yeX0DgnHW16wLYvyrki3xhVlk1KpR6s1bQ6+884erlzxIiQkk6pV02jeVoMerzzbW39MjnQxnYe05Pr523j5eRIa5SQ0sUAgEBSAIO+s0hahzKDwK3hoYJnSosgyGAx5KogMVaqYjxPuuK64EVQObjdpgDE1DuXu3UDl8kgHUCgUPPXUU7z//vs8/vjjvPXWW4SGhjJr1izOnz9PQEAArVq14uWXXwZMHsfTp0/n4sWLeHp60qVLF5YuXQqAl5cXW7Zs4cUXX+S+++4jJSWFatWq0bNnT7OH+sSJE9m0aRNt2rQhNTWVf//916GXdX5y5DBy5EieeOIJHnnkETw9LXvekiSxZs0aXnnlFcaOHcvt27cJDw+na9euhIW5vgf//PPPM3r0aBo1akRGRgYXLlxw6OHev39/FAoFGzdupG/fvg77GjJkCHPnzmX27NlMmTKFWrVqsWDBApv3HxgYSNOmTbl58yYNGzYETMp1g8GQp3c+mBx9t2/fzosvvkifPn3QaDTUqFGDfv36FdjY691338VgMDBq1ChSUlJo06YN69evJzAw7/QbQ4cOZcWKFXTv3p3ExEQWLFjAmDFjCnTv4uDjjz9GJpMxdOhQNBoNffv25YsvvrCp89NPP9GnTx+zF77AMUVWpE+YMIHly5dz/fp1tm7dao7fLxAIyhC5FOW1vLO4kOaax3VU7aLnErlzXUFwhHu8l3PTsGMUDX97xHze4EdTmNdLx26zZcWuYrlnSZFfSOyS2h6M+V8MklSym5FGIzyxsCU7TpsMLpRyAzPuO849ra6XqBwlQaC3D/8b/pBd+cFLF7mdklwKEhUdhdLyfbH9FhvtSgQCQfkgRGmZNxiMRmR5eL90HvYgW3/+gbjLsRzd8i9NunYv8v2n33MyW5EO8CjwJV/98xefj5lY5L4LS52GNXnmjcfY+e8eJKFIFwgKRI6CPEWvIyUj1WGd6p5etPIroPK2nId2Lyznzv2Er6+W6OgkPvroPwBuyuqTl+lTanIau7bsw0ft4bRO9YbhVG9YeQ1eBQKBhZyZn9ZYtGgXMlnlGp/zwliIEMRqD1Mbo16PXp+3Il0zeLD52FCBc18LCoaPXEGcVoMmyB/uvhvFnj1IRiMBxFJRPdIXLlzosPyll17ipZdeMp9PmTKFKVOmOKz76quv8uqrrzq9R3h4OIsWLXJ6PTQ0lL/++itfWSVJylOOHB5//HEef/xxh9d8fX355JNP+OSTTxxenzlzJjNnzrQpmzp1qk348vr167Nz58585VUoFLz88st89NFHZkX6mDFj7JTIecmbw8GDB23Og4KCXM7bXq9ePVasWOH0eu7356zMw8Mjz88uJibGocGuWq1m+fLlLslaknh4ePD555/z+eefO7yelZXFl19+yY8//ljCkpU/ijw69unTh/vvvx+j0ciTTz5JcnL53PQXCCoqep0B77N7CtRGezu+mKQRFIj8QnSV4PrTaJTwUukI9dXkX9kNxKWo+PqfOhy94s/RK/4cuBTI1//kH7beESmZYsFYUjRltX2h9fdY7JkIBOWWMJVF0aLJZzFbt60lms2B9X+65f6tayVanc0D5vHb3rJhMCdCagoEBaepbwD3h1fnnirV7F4R2YpdQyHmDTm/xorgke4KxuzIUQUZhm7fuAPApbOXWTBnSXGIJRAIKgA9ckWxy8iOSpSqc81JwmAwOByLxazJQrUqBY+cKFdkK85lMnMUKGcYrEICp2WIfRGBiXvDqjEwtKr53BhkMlrU4oX4hQoKw6RJk8yh2QXli9jYWF5++WU6d3ZPJMGKjFvMjL799lv69OnD0aNH6dy5Mzt27HBHtwKBwA3sX2ofKtEzItTmXK+3XdxknL5gPpaUYrJdWvgFh6D2ch7qqyS3B/83/CgnP1iHr5vyoueHdTj5FwaetCtzhZvJ9rloBMXLHUxhgIw6EdpdIKhoKKxComXl44kUGBZBnwkma3O9i5utrvDtRGvDwMe4mdTTbX0XGCut1dnjF/KoKBAIHCGXJOp7+9LcN8Du5a9wLXKWI6TssaryKNIL3qbvvY6jhAijIIFAYE39dh3Nx0ajkcDssdlRVCKFfLrNud6gp92Ml+j73lvm8TgxzbS3dCdVrBVzkMkKPu4qVCZFuiRJpKaku9xOkjmPPiKoXPgolLT0swpTnf2b7sIcKqpHuqB4USgUvPLKKwXK/S0oG9StW5dJkyaVthjlApdiyLz55pv51mnXrh379u3j2LFjdOnShYYNG9KxY0fCw8NRqVxfCM+YMcPlugKBIH+MevvNbp96UXA2yXkjSSJHTVuZN1QO7jxOSFgAkbWr5l+5GFB5ejJx7jwykpP57cNZxF+7anPdCNxJLR5rv8Ox/jbnzaonUi0os1juZU26Rs6ZGz6E+ZvuJUlGoqu5FukkMdFWcd6lQRxLtov8LiWLabzwbNLU4dXKsaUtEFRclJIMrdHADU0G/oq8De2CqpnCsLtTkT626yW6R9+mzrN3Z5f8SnzqSoJ8SsbIyxmde7WDXzaUqgwCgcAWbWYml44cMp8HRlTFLyQ0jxZlG6MRjh8LpEGDRBQKBx6eBViytevSil8XQfturbmwV2yYCwQCx0hWRpQZycmocwyVHKzq5NJWrGdjJ65e5cAlk6Gh0WjkvT8a8sqypsx/dA9nbpwHGhSn6GUM9+6peXpbFOJvTH6fT36a5db+BZWIjAywyq0dSCxQp/TkEQgEgjKMS4r0mTNnuqxMkyQJo9HIyZMnOXnyZIEFEop0gcDNyCT0EUXPc+4OdBHhXJj/O9Xjt4F3oxK778/Pr0aSy/D0ljHg2Y6EN3ZNuXpk43k0Gg2jXh1E0s10VszYQM0GnvR8pjdKz8J7OyvD/POvlI3KwxOVh6fdGCxXg8FgRJ8dysvRYraw/HMslN7vdrMpc2YoLbPKne6OPOr3f9aBNQcj+PSRAwVqp9NLrFpVt8j3L4v8tmcX/Zq1QJWP0qq0SU1Oy7fOuUOXkclkeHipOHdI5BMWCMobOTkxU1xQjufka0y6ddOtMtQMTWfVM38z+GOTN/rzPwYx/9Fbbr2HK0hWz12VWoVMoYBC5LkUCATuRZY99iTH3ebX9/9nLpcrlTz22Td5Rnsqa6RkKlmwxbRu+fjtuhw7GYhcbmDevG3mOgZD4RU0Xt6eRFQX+c8FAoFjrBXp+9atxtCpPQBXMjOo62XrdSjLwybHiJFXlpkMrSd+25p6YWvcL2wZJq+9msJET1GqLTnRM9Jcd3YQRu0C1wgCzpW2EAKBQFDmcHm3p6AP98JMBiqz56tAUFwkJSWjb9bMpkwmt13lGHTFO6U26OWADn3LZuyZswx140iyzLIU/+8+oFmA+XjDF/8w6vOxLrdVq9WkJaezZPLvhLQJ4rYe9n69lo5ThhRKlu3bM/EIM1kQy8g7NK41OZuCZIfa9wqXodNa2kcGBRdKHkdcuuNlc968eiJdGtx2WPexnue5laxGq5MxsOX1PBfQrrDmoMnoY/7mmgVql5FlWUw+2KliKGiV2f/zxds2075ufR7r2aeUJcqbz97+DkdZ7DUZWebjXX8esbueezwSCARllwbevpxKS+FCRipt/IPyrKtUW7xl0pOT8PJz3YgsPwa2SgCuAVVZvE3O/Efd1nW+ZKZr7Mq8vD0J6dDBfF4ScxuBQOCY8Np1qdO6LUm3LAY2cVdi0Wu1pCcnl1lFulJuvy6IS1Ez4Zu2NmV6vYxHH+1qV1el0hebbAKBoHIis1rc67RZpOlN44zawaI/rwjl1tvDBqOEUeRgNiMVYgNFbjXP3PpXNb758CoTn6uWRwsThQkjL6iMrAFeAb4u/ltFRMDrr5v+CgQCQRnHJUX66NGji1sOgUBQTCQmJNicq/3kRNUPY4tBg0pWMjmkD58JomfkddP969YgIznDfM03qPg3s4yJKehStCijgkDlxKs3IxM8neeMMlrtTWWkZDitlx8XL1o6ah7uWDntiE5DH+DIpo2cyPZAz0o0YvSyrEgd5SlzF6ue3Y6Ph+PNuYEtrzOw5XW337Moph3OlP7ljVeGDKN/tifVraQ8UjGUEbIysxyWWxvJVatXhatnLBvbnj5qGnWoVeyyCQQC95CsM+W01BjyNwQLjLCkRbl58Ty1mrV0qyyNq63j2NVxGI2dgeVu7TsvciLBaDSWMW/k48PY8cZS04nRiKePyEEpEJQWCpWKwVNfsCn7fNJoNOmu55EtDYa3v8L+i4HEp6kY0voqx6/6cfqGxePzFgr2HgylZs1koqMTbdp27HiLkBB7Ix9XkIRCSyAQOEGutGwZZ6amUMfLh8MpiTjymzIao2zODUYj8Bhw1Tx3MtUTY441HpFhBW4j97GE4pakhbz7gpoHJ+3CxyfvLf7i3DMSlE8USiX2ccZCgA8oMUX6zJnFfx+BQCBwAy4p0hcsWFDccggEgmJCJpPIcXzOOHWLUT+MA6DrgA78t7Zg4bMLS9dB4Rz9L4gmTY4R3LkFV9buBCD50K0SiUSRdEHD4bN16RqV6LxSCa8ppJQUakW47jlSp1Ub6rRqQ/rfa81BliqyJffRK/aei/suBCIfNYxuDW+zcfrmInu/l3X6NG3OYz378OXff5W2KG7BJ9CLHg+044f//WmOWtN1WGtCqgWWsmQCgcBVqnt4c12Tibc8/yWE9fNdktw/YL80yMCoLwEH2z/FiVqtAkBlZZjXoEldzlSPIAEI05V9wyeBQFD2qBqYyaLH9ji9ruudAoGuR7NylcyM5m7vUyAQVAzkVqnF1F4+aLOPHYUqNxjr25yfuxUEzDPVN/6Yq3bF3ccoKKHVCx5ZUKGyzKsHyF7iDlGkJbfPV5GOUKQLcqFQqdAZDOijopDFxZW2OAKBQFCmqeBqCIGg8lBH3po68tbcuGrrcW0dKspgsFzLK6xTRobc6TVB2aEi57jS6U3fW6NRIszP5GETl2KKoLD5ZCi/76/qtG1edJrZnV1n8w5HLBAIBALH+BUwB3iVGqaIE0aj+5U/YQElq0DPISXJtFHskSuKTc6mssJLeKMLBILywe4tvty++UppiyEQCMowDTt1AUCpVpnV3472IRTyMzbnt5MtkQfzyhFeGXDmCd6sSz3CaxZGkW7Zr2tXcx2DeI6sFNdzpQsEOWTmRLwcPNhcNo678SC+tEQSCASCMotQpAsEFYBrsRYF+aJPq9hck2wU5o4n8Ea97Qb31YuWUFEKZWVZ9Ajr3LLIyM6X6N3kJmumbeXBjrHm8pvJ+aclCPe3X0zuOhfMjzuiHNQWCAQCgdvJa8e1iMhLKSyJh+dVAFKSfG0v5LxH4e0jEAjKONVqmoxU01KF8bRAIMgb74AAAIwGY96KdNnlXCWWWvah4G3nSgaDozoVB8mJE0vzmAaFitAot1Kkax54gMxhw9Cku5DeQ0xRBbnoHWyfWiCatTyASPFb2nz99ddERUUhk8mYM2eO07KyzpgxYxgyZIj5PCYmhqlTp5aaPAJBUSiYW4kDFi9eDEC1atXo2bNnofrYtGkTsbEmBckjjzxSVJEEgkpHVpZlMznxju3P2nbS7uLqxKpJRQyfHXclib2rTtkWejhXzJ7YcqmYJSocRjeuNtM1cmLveKGQG9BoS2dTLV1j/0iqF5aKTAZ9m93k1HVfftpZHQCDIf9VYI9Gt2zOh7W7zPLdURhEXjaBQCAoEXJCurvzeZWDvBjCxbuGyfgwNCIeqGYpznmPQpEuEJRZMtNSS1uEMkHH7qmsOXSMuJtK3n9yJtCgtEUSCARllBvnzgJw+N8N1Opl2vN1NK9Tyk/bnFtXyWsemJUlo23bIdSrl8zy5RvdIHEZxM1zQ08fkB85gr5pUwD0TZqgSdPm0wokoUkX5KKJjz8b7ty0s2TxRoR5L02Sk5N56qmn+Oijjxg6dCj+/v4OywrLpk2b6N69OwkJCQRkG0sJBIL8KbIifcyYMUiSRN++fQutSJ87dy6///47kiQJRbpAUAgkybm1r0xunaPUurx0NqDPX9Iir127VO4NgFLB2gVbC9Tk/InLhLa3hANPSbL1dI6/kcLq97ai19l69ktGAzUay3hoXARyuUk5ffWqe5QJ6gAwZrpnIaTVSTR+sQ+xd7zzr1yM7Dxb8LBmrlI9OI3oqinF1r8gB8u0Qq83EHclgfibyaUoj0AgKFXMrkvuV6TLSsnSL8cfS57L5kzo0QWCss9PM19m4px5+AaHlLYopU6DJpk0aJKJp/cBhCJdIBA44+qpEwBkZWRg1OsBOJeeStcg20iIt1NsjdgNVnM/Qx7zwP/+q8LJk4GcPBnoLpFLlTPHzxNZsyqeXh6cOX6eqFpVbebBKrmKLH1Wke4hVymQMm33pHRZ+ac8cuYZLxDkJoOK8Xssr8TGxqLVahkwYAAREREAHD161K6sMGi1+RvdCAQCx5QZX1Oj0Vgs3ioCQWVAk2kJ43Qt9obNNWf5mKzR5QrtnpCSYD52x2RbJjflugaQQr0xRJlCayv88w/PXVgUKsvwZkQyb3zj62OppNNBhu0CJOOk7QLQEcl+odw6esF8/vOUZUhBBhRVsHnJw2RciYN33jHlC9Nq9ej1iaZGhdxpN2bnMPKJUqCX6QvVR26SMpROleh9m92gWmCGW+7jjK4N42hULYlAb/sFZf/mNxy0sHyfBGUHvV5lPpZJsHvtUf5avJO9648BQrkkEFRGcjxfiscjPWdQKbJdcIEwZkdEsdfjC026QFBWadylu/k44cb1UpSk7FGYsMICgaBycvroIQD8lap8aoLeoLM6dj7OyOUVZx94+8Zd9Gs6gsfve55Na7fTr+kIpjz4ss3cUKnI/7PLD4WXhykevhVZmQb+XePHjatKJ62gVQ+hQBM4p/MD483HtdheipIUDzExMTz99NNMnTqVwMBAwsLC+Oabb0hLS2Ps2LH4+vpSt25d1q5da26j1+sZP348tWrVwtPTkwYNGjB37lzz9czMTBo3bsyjjz5qLjt37hy+vr7Mnz/fqSyJiYlMmDCB0NBQ/Pz86NGjB4cOmcbXhQsX0jQ72kTt2rWRJMlh2cWLFwGYN28ederUQaVS0aBBA77//nube0mSxLx587jnnnvw9vZm4sSJdO9umhcHBgYiSRJjxoyxkzEtLQ0/Pz+WL19uU75y5Uq8vb1JSTE5Kl2+fJkRI0YQEBBAUFAQgwcPNsvmCgkJCTzyyCMEBgbi5eVF//79OXPGtIduNBoJDQ21kaFFixY2hgTbtm1DrVaTnp7u8j0FgsJSZhTpAoGg8MTdijcfX429aXNNkhd8c0Snsyx6PD2Lruwe/GAw5y8quHYtiNs3LDlFDQHFZ+VYrV4wSQdvkXUxjsb3NKPFfeGknYhDfyMB/Y0Ekg7eYtQbQxj1zjAyr1oU0o8uGceo1wYydEpfvGfOxCM7fUVuEi9YPme1b3bo2sQUc//6G/GQlgZAQoJpMWNtNKzYu7dQ78vvlkXRb1QY8qhZdG58/jtrpm0r9vD+UcEZHHl3A3Ff/s6ouy6ayz8bvZ82tRMctinoclvsERY/Oq3FGKNq9SzSkkwTWS8/DwLD/GjUoU5piSYQCEqJHGO84lCkq632Ce+bE8dfRw65/R6OMGYvn2S5s6Bkv0ehlBII3MfZ9BTOpRc9HHvMw2MIiaruBokEAoGg8qI9dcrptb7NWticK6wiIOoNtvNAZ7PC8u5bteL7PwHYuuE/fvluJQAb/9hi84YDvAKJahBGp3taFOlexrptbM63rQ9kwqB6TLynrrnszs7DNnUCQop3/0hQjpEk2t3d13x6nSYuNzUajWSlpZXKq6BrzEWLFhESEsLu3bt5+umnefzxxxk+fDidOnVi//799OnTh1GjRpmVsgaDgcjISJYtW8bx48eZMWMGL7/8Mr/88gsAHh4eLFmyhEWLFrFq1Sr0ej0PP/wwvXv3Zty4cU7lGD58OLdu3WLt2rXs27ePVq1a0bNnT+Lj47n//vvZuNGU5mL37t1cv36d4cOH25VFRUXx22+/MWXKFJ577jmOHj3KpEmTGDt2LP/++6/N/WbOnMm9997LkSNHeOONN/j1118BOHXqFNevX7cxDsjB29ubBx54gAULFtiUL1iwgGHDhuHr64tWq6Vv3774+vqydetWtm/fjo+PD/369SMry7XIG2PGjGHv3r38/vvv7Ny5E6PRyN13341Wq0WSJLp27cqmTZsAk9L9xIkTZGRkcPLkSQA2b95M27Zt8fLycul+AkFRKFkXDidkZmuXPDw8SlkSgaB8kteWrbVHuXUIeJkLCnZtrHvy4vgFqFi+OxKI5OkHLhMabtrs1knF55EO8NSvlomLKfGEY0WeUWcAHOcFl58/T/zJRIIaBuR7v/Q4JY8tetB0fOUmv4/7CG2XLg7rKv/7D7r1dXgtL6qFhHEoNRWjj0+5X2g6wlX1Q0JawSy5hVqjZLHWI7Xs0ZDaTSNLTxiBQFCKZA8GxfDAqm6VDWTVvsdYta87E7v/xyuDhxJB8cwvbl2PIznBtHxyFtpdWG4JBEVHmf07OpOeyvn0NJ6v1RCVmyw7zx/Yh06r5dz+PeYytZc3bQfcg6evn1vuUZ4QQ5ZAIHAZ82THfl63/vBBp810ufW3VtHllErLRYNBKtce6tbGlLZTX8uJJJMRM6Jt0e9VsyWkWBTluzcHAHD8oEWZFLf1AGCZMMtzT14FAiskSSLzrmfx2PYRBif7o47QpqfziY9P/hWLgcmpqai8XU9R2bx5c1599VUApk+fzrvvvktISAgTJ04EYMaMGcybN4/Dhw/ToUMHlEolb7zxhrl9rVq12LlzJ7/88gsjRowATB7S//vf/5gwYQIPPPAAly5dYvXq1U5l2LZtG7t37+bWrVuo1aY16+zZs1m5ciXLly/n0UcfJTjY9LsNDQ0lPDwcwGHZ7NmzGTNmDE888QQAzz77LP/99x+zZ882e50DPPTQQ4wdO9Z8fuGCKcJqlSpV8syRPmHCBDp16sT169eJiIjg1q1brFmzxqzU//nnnzEYDHz77bfm8W/BggUEBASwadMm+vTp4/yfAZw5c4bff/+d7du306lTJwCWLFlCVFQUK1euZPjw4cTExPDVV18BsGXLFlq2bEl4eDibNm2iYcOGbNq0iW7duuV5H4HAXZQJj/QTJ0w5dwID3eedmpiYyG+//cbkyZPp2rUr4eHhqNVqfHx8qF69OoMGDWLOnDkkJDj2dsyPI0eO8Oyzz9KsWTOCgoLw8fGhQYMGjBw5knXr1hVa7uLqV1CxkcngGZrzARJqXZLNtQtf/GM+drZRsqzL5+z+/rz5XH37vOOKFRSDvpxZ5lZEDXo2eW3m+XtZQpHF3vEsUL8X40o3/3tlIYIjpS2CQCAoQxSnR3qwry+T+35hVfIv3/ybQs2pj6PRuCd0pUYj8fpTUfy7xqRc+/nb38hZPqWl5PaSzfFId8utBYJKzV2BobT1DwJAjxGdsehz9ZxxaP9fa9jw3Zcc+Xej+bX3z1Wc2L61yPcoj4RVrZJ/JYFAUGlROnB4cmVWZz33swvtbnVqrTjX6SrmJEpnZUngrnmiwqeBzbmE/XPy9LFzNudh1ULdc3OBoJzSrFkz87FcLic4ONgcMh0gLCwMgFtWkUA///xzWrduTWhoKD4+Pnz99dfExsba9Pvcc89Rv359PvvsM+bPn29Wejvi0KFDpKamEhwcjI+Pj/l14cIFzp0757SdI06cOEHnzp1tyjp37mzWs+XQpo1tBAtXadeuHY0bN2bRokUA/PDDD9SoUYOuXbua38vZs2fx9fU1v4+goCAyMzNdei8nTpxAoVDQvn17c1lwcDANGjQwv4du3bpx/Phxbt++zebNm4mJiSEmJoZNmzah1WrZsWMHMTExhXp/AkFBKVWP9JSUFObOnUtsbCySJNGkieuhQ5xx8uRJpk2bxl9//eUwjERWVhZpaWlcvnyZ1atX88orr/D2228zZcoUl0Ix6nQ6ZsyYwXvvvYchV06a06dPc/r0aX788UcGDhzI/PnzCQ11baJSXP0KKgeG+DtUxWSN2ixxFTDZfC3szhYyME0WvLF4mKv8LD//KldWcWXMr7QbZQo3rkq4hoFoZA4m4xURYzlSpHv7+5uPjal3SlGS4sE6akJuRrS/zLivTdbbTSKT8+1LVcyh7wW2yK1SQqiC/eFG4QzVBAJBxcGcI73ACTlc4+OHq1A/fD9PLWqVXbIR8MWvxiQOH/4fDRqEF6n/JfNC+WFeFX6YV4Vz+n1cuRgKmKz79fpcynqzR3qRbikQCIAQlZq+weHsSYrPv7KLdLn/YVZ+OAulWo0uSwNAy753c+30SW5eOI82u6yy8eTL49j514XSFkMgEJRRqtZrwKWc9Dk5yvECTuvsPdIthwqrNbtWK0OttpwbjTBxYhcaNEhi2jTbMOXlCZnMenLonomiJLcNY2xwkB844U4ikiXSOxGRYW65t6DiUw3XU2YpvbyYnFr0NDyFQVnAcN5KpdLmXJIkm7IcvVCOXmbp0qU8//zzfPjhh3Ts2BFfX18++OADdu3aZdPPrVu3OH36NHK5nDNnztCvXz+nMqSmphIREWEOV25NXt7hRcG7AF77uZkwYQKff/45L730EgsWLGDs2LHmzyk1NZXWrVuzZMkSu3bu0ls1bdqUoKAgNm/ezObNm3n77bcJDw/nvffeY8+ePWi1WrM3u0BQ3BRIkV67dm2n1zZv3pzndWuMRiMZGRnExcXZWCnec889BRHHIUePHrULoSGXy6lbty5hYWHo9XpOnDhBfLxpUZ6ens4zzzzD0aNH+eabb/JVpk+aNIn58+ebz5VKJY0aNcLHx4eTJ09y545JsbV69Wp69+7N9u3bXRqwiqtfQSXBauPHW3fbabVMyRJux8M7j5+/3HQtWaocHgpGQ/nx8K7XtgMcyQ5FacjJ7e5Flq7wAUbsLMRLkbwk8VQZeKBjLEt3VkejlZGWaQk3laaxDz2lVBiJDErnSrzIlVMSSFbPc79GteHYvlKURiAQlAly5tXFGEnl8V7n2XwylGW7ogAfTCEs79Cs2atERPjz9ddj6dy5Hp6eSmQFDA19LdY2jciZY5ZQnClJAY4bCZd0gcDtfBZ7xmyYk4OPXMFDEdXxV7qW7ieoajXTgdFo3oNo0bMvWo2GmxfOo9eajGP0Oh1yRZnIgFcihIaHAEKRLhAIHNOiVz+LIj0bV2Z11iO2Xp97bmQ5l8ksvWm1pnmawWCKurhtWzjff18foNwp0q2ng9bTTzcEWHFIQrwlYl98nJygEH0etQUC9yFJUoHCq5cnckKO54ROBxx6Wo8bN46mTZsyfvx4Jk6cSK9evYiOjnbYZ6tWrbhx4wYKhYKaNWsWSb7o6Gi2b9/O6NGjbWRu1KhRnu1UKtPcWa/Pf5x4+OGHeeGFF/jkk084fvy4zb1atWrFzz//TJUqVfDzK3h6pOjoaHQ6Hbt27TIrw+/cucOpU6fM70GSJLp06cKqVas4duwYd911F15eXmg0Gr766ivatGkj9GOCEqNAu0kXL17k0qVLNi8wKcYzMzPtrjl7xcbGcuvWLQwGg3kR26RJE8aPH++2N6ZQKBgyZAgrV64kPj6ekydPsnnzZrZt20ZcXBwrV66kWrVq5vrfffcdX375ZZ59fv311zbK7nvuuYcLFy5w8OBBtm3bxvXr1/n0009RZC+8Dx06xKOPPpqvrMXVr6DyIMlkGFUqDL6+5LWscZrnRu04l6i+dINWlBiFUaSf+O8q67/czfovd4Msn01zN+oPZHI5huyFp85gABYDadR+5gE2nwgpcH/pGjnRLxQ8V3tx4ar+4aWfm+E38V7zq+bTgxzWi66Wv+d6eSAuNZnYOOdGMmWB5KSU0hZBIBCUMXIMVIsjtLs1c0cdtDqLI8dW+Pr1JAYNmkNQ0JNUqTKZEyeucerUDU6dukFCQlqB7nHswEkO7TluPpdyKeVz3qMklYnMWQJBhaCKyrRG0RgMZBr0Nq84rYZLmfYeePmh1WjIysiwK/9v5XI2zP+KzyeNZv03X9hd1+u0xF+/6vSl07onpYRAIBCUJWzmO4Wcz2Xl0tWkZFo8o3Ov/997rznh4Q9z5owfaWnlaz/KmWOWJLPyundT+Pp6jW2fYzUUe5EwfdA/fS0imAoKR4iPb2mLUKaoV68ee/fuZf369Zw+fZrXXnuNPXv22NT5/PPP2blzJ4sWLWLkyJEMGTKEkSNHOoySDNCrVy86duzIkCFD+Ouvv7h48SI7duzglVdeYe/evQWSb9q0aSxcuJB58+Zx5swZPvroI1asWMHzzz+fZ7saNWogSRKrV6/m9u3bpOYRUSAwMJD77ruPadOm0adPHyIjI83XRo4cSUhICIMHD2br1q1cuHCBTZs2MXnyZK5cuZKv/PXq1WPw4MFMnDiRbdu2cejQIR5++GGqVavG4MGDzfViYmL46aefaNGiBT4+PshkMrp27cqSJUtEfnRBiVLgnR5jtgW30cqS21F5fq8cqlSpwtSpU9m6dStqJ8q8gqBUKpkwYQLnzp3jt99+Y/DgwXZWMZIkMXjwYHbu3El4uCXk44wZM9A6WQCnp6fz+uuvm89jYmJYsWKFjTJeqVTy1FNP2Sjkf/rpJ/bv3+9U3uLqV1DZMJL+8stkPPcc6mq23/eMp54yH8t8LfmtZFaT/PRp09D06VP8YuZCq3Wi2C9hhrzRC0NCMqnHLHlwPHwU3Pa/i3QpCCnYfqhM9lBz6/Ytbt2+hTLKef4bAF+F6bN+4QV3hYzMDqOTqQFM/7f0LCU7zhRckX7uljdJ6SZrxLphKQT7mGRsXSueIB/HE7/SpHujW8hleZtxeyitw8FVDM/Azzeso9YzT/D5hrWlLYpDzp+6yIH/ypeXgEAgKDwu5ysuAY90gDB/DU/0Oms+/2fVF7z99lCbOikpmbRoMYNmzV6lWbNXCQ+fwnffbeHvv4+zdetptFpd7m5tNncP7DwKNDefN2xWx6ZuTpoY4ZAuELgHSZKYEFmbx6Pq2r2iPAoebcg3KMjilQ4ERlTFNySUqOjG5rIj/25El5XFsS3/2rQ1Go0smTGdhS9Mdfr64dVpxW40JBAIBCWN5MBpwJWRLlVjiRaSK3slPh63cITRCDNmtCEpSc2LL7Yr7uljiWFUWEJH69Iy3dJn83a2hmR9pDcZz90ArF0emF0qJqWCghHk45N/pUrEpEmTuO+++7j//vtp3749d+7csfFOz0kv/MUXXxAVFQXAF198QVxcHK+99prDPiVJYs2aNXTt2pWxY8dSv359HnjgAS5dumTO0e4qQ4YMYe7cucyePZvGjRvz1VdfsWDBgnxzhlerVo033niDl156ibCwMJ6y0hs4Yvz48WRlZTFu3Dibci8vL7Zs2UL16tW57777iI6OZvz48WRmZrrsob5gwQJat27NwIED6dixI0ajkTVr1tiE3O/WrRt6vd7mfcXExNiVCQTFTYHM+/79135B2aNHDyRJom3btrz33nsu9SOTyfD29iY8PJyqVasWRIR8GTx4sI3VSl5ERUXxxhtvMGnSJADi4uLYsmULPXv2tKu7aNEibty4AZgGvXnz5iGXO1YCjh8/nm+++YZdu3ZhNBp57733+Pnnnx3WLa5+BZULnc5i4uvTyLlSVxluya/tG2A7QdKVUE6R+x7xYvEHLWnV6gy+EWUjR1O1esGMfP9+FArLb08mk5gY9zG6LD1b1uwidsd1FEYdmbd1eFZTm3bKJQk8HBsAeVYNxZgdLof4RACysqwWMpmZ1OjbtHACZ68o3Zlz1lut4+QH69EbJDRaGV5qfakoA/LKkQ4wIeYiD3eKtQtH7zfxXgAe7XnORu7yvvi+p1VbVh/YR1xKMplaLYdiL5W2SA45d/Kiy3XrtIgk9sQNfIO8CLIakwQCQdknZ0g9n+6aN3eOZ86Vk8ep1rARPgGB+bQoPJ+OPsiXf9fBYJRISq7J88/35+mne6HTGXj88UWsX3/U/HxISDBtPj7xxGJz+/GTL/Dyxy867f/sifpAf/N51UgvwOINpE1Mgarl/7kjEJQl5JKMEJX9XFtZiEmqXKFk9KyP0GV7CClUKiSZjOhOXbhz9TK7f/8tz/Zxl01zMLWXF7knm5r0dOKvXcWg1yFXKJ30IBAIBOUPm7Qa5klO/pMdtcJioJjX3MjZtYQENWp1+Q1Pbu2dbrQ6luWz31FYsu66i6p/74YkiIgsew4RAkFp4ygn+cWLF+3KrI0i1Wo1CxYsYMGCBTZ1Zs2aBUDDhg1JT7c1agkICCA2NjZPWXx9ffnkk0/45JNPHF5v0aKFnXGmozKAxx9/nMcff9zpvZwZeb722mtOlf25uXr1KsHBwQ71beHh4SxatMhp24ULF9qc5/4/BAYGsnjxYvLC0XufOnUqU6dOzbOdQOBuCqRIdxYuwWg0EhQUVC7DKQwaNMisSAeTNZEjRfqvv/5qPu7WrRsNGzbMs99Jkyaxa9cuANasWYNGo3HocV9c/QoqF66m/NTG3rFqI8MQn4wsqOB5TIpC97uD6X43QLX8qpYo1kr0HGQyCZWHgl73dYb77Nus+3w3t+MdW1NLMhnxPtE4+nSVGzfiHe5PWOuaRRPajRbG3modkgQKuRGFvPQWrK68Iw+Vc09IyZ1x9MsAfZu14NLcL5n1+wpeXfZTaYvjFjoObE7Hgc3zrygQCMocyuyw5UEu5iTOUSgd+vsvTmzfylPf5L1ILiqG7Cgki5fW4+4RsajVStRqWLzYNiXSkiU7mTv3L/R6AwkJ6Vy9mkDshWt59p1wx2IEEBqupf/wBJvrykA/NIDRSRg/gUBQ+kgyGUoPD7vygii/x83+FE9fywxfk57G55PGuEM8gUAgKHs4MFxyZcWtt4oMZ59Jz3Lt1i1LejDraHLBwRnI5eVrbe8stLtOa3kftZq4L0m62lOJJsMUVVXfrBmKKlUI+/IYOXttIkqSQCAoCunp6Vy/fp13332XSZMmmXOrCwSVlSInnMkJS163bt0iC1MaBAUF2ZwnJ9vn001NTWXLli3m8379+uXbb//+Fo+V1NRUNm/eTJ9cobOLq19B5cNolY9Tryt4qMPcaLPkzrKpC4qA0mCfj7FIuBpatxxREou9TSdCeWx+K5fqNohIYWq/M0WS6+9jVVi+u5rTMPO+Hjqevfs0EQHuCfMmEAgExUWOZ+iNLNfGq7YDB3Pj/FkyU1PIyszAaDDY5RZ3J+H+GdxI8uS3P2vmWW/kyI6MHNkRgAULtvLYY4vY8Md2l+5RpeoWdl72tivXqT0BkHvZK+kEAkHZRunA612v0yFXlK/8vAKBQOBuJBfDvdUICeVSnOVcq7PM9wy52mXpLN7qly9bnD2sq50/H0dFwWjlp+BVL8pt/XYe0pJNP+/BkG2pYPTxYRwDeH/dBbfdQ1B5SNfbp7kSVG7ef/993n77bbp27cr06dNLWxyBoNRxmyK9vHLpkm2Y3CpVqtjVOX78uE3u9I4dO+bbb3h4ODVr1jSHCTl06JCdwru4+hVUPuJuWm3aSpCcKMcvoPBexVkaJabt4OLb7K6MBGbFAqY85mp/zyL3Z6yAOa/yC+1eULo3us3fx8JoWDWZAC/TeHv8qj/Hr7oeUrxP05s0jrQ3snKVJxe25MwN3zzr+HpomXHfiULfQyAQCEoCb7ll6XApI40anvYKZWuiohsz9v25zHvClE/NaCzeJ9ebw47x6HdtAFi0qB6jR5/Jt01QkCXVza3rcVSJCDGf6/Wuz6Wk7M0nbfmNQioQVFoadelGekoyty6eJ/bYEQCunDhGjaYigo5AIKjcOPOyzs3HD4/lvjmWc73BWpFuW1dvpbCzzp9ubXgeF5daIDnLAq58VD5Bec+dC0K1ulUY+coA/vtxI2fOZWL08cGvoSf6kxI3rgojfUH+KK0MnD+8eAp5mAplZCRcuVKKUgnKCjNnzmTmzJmlLYZAUGao9CbWK1assDnv0KGDXZ0TJ2yVG3Xq1HGp7zp16pgV3rn7KM5+BZUPKZe+O0tTxG3qbGWmQlF45aHAHlm2KbJBktM3V5jZApG9EK14anT3v6cpfc8Q6J1Fj0a3CA/IRC4zkpThWvjOj9bWIyldRXpW0eIzpGtM7Sf1OEfVQNsF7frDYew4E0J6VqV/HAsEgnJAqJXX5l9xN5gYlf/cVZKV3NNqTNeLZkX6o4925dNPGwPQp89V3nlnj8M2/fs3NR9nZtiO0ScOnQaqunRvWfamsEJeEZ/OAkHFxsvPn64PPAzAR6OGA6AVaRoEAoHAcWh3B7bvNUJCbM6tDQtzK9KVVtE+5HJnzhu2jYzG8hyq3PJeAqsUb2pFzQMPwEwY08/IyJrl9gMTlBBqmZxwlYc52pg+NAv9hAkYly2DY8dKWTqBQCAoW1TqnfukpCTmzp1rPm/WrBmNGze2q2ftta5QKIiIiHCp/+rVq5uPcxTfJdGvoPJhayXsPo9eSdLmX0mQL5Jczo0bOvPKLz6oEVVaVM+nVf6kZNqGitdoZXR5M4YT1/zwUun4avx+1h0KY8mOGgDIZUZevucEU/qdBeDVZY35YqNrBjwlxZHLrnuKOyL34tpLreexnufN50/3PetyX/M31yQp3X05gCZ2v0DLmok2ZUnpSnacCXHcwAlanQ69wYBHGc1PZJTJ0Gn1GO2T4QkEggpAzmbLjaxMk4d5GdrVlMtgyRP/MfILk2HskSPB5r/16iUxduxpuzYqlQIfHzWpqRq7a2kp6eZjY/b8yvm7NV0RinSBoHwTUbc+18+eRq/TotVkjwt5hDMWCASCioyrod1lubw79EbLuf26UHJ4bN197luVB0W69WdlfZzzXrIuFE+4er8AX8DWGFSvP1sxPS8Ebmd0tVqcSU/hTFoKR1KTANC2aSMU6QKBQJCLSq1If+6557hx44b5/H//+5/DetZ50319fZG5mNvRz89iaZiSklJi/eZGo9Gg0Vg2B3PuqwOEmrT40ekAbcFmsHqDEb3kev7rdKvNX0mCrEwdeq3j9s7Kra8pO9Z3qX5+6HUGm78VDUOuBaHBaLT5vNJSwQ9Q1wpmwYIb+DSxpI7QOvtO6FwxhTDVyD1mHLvqZ1bKJqSp+HVvVZb/F0VKpsUDe8mO6jyRrUhfvK2GWVHctHpSmRgPrJXKDSKTXZZpUJurrDkQwUNdLrntfeT8H9w1Vjrqx2D1N6975Bj0/3P8KIGTRpORlcWr947g1fuGF10uN4xRBr0RGIu+2hIyH3mEnz/aaHOtKONIWaOij2v5ITMa0eoLuCvj0rgmyI0u19+ywsCwSL69bHqOXM/SEKrOOye4NtdxcSeNGdrxCvWG/sbNdE/0eokhQ/oC8NhjXYiKSqFlyzv4+TkecfXaXOOV1S6uMbvYiOO5kTG7rtFQ/sY8Ma6Jca2kcNe4lvPZ63H/ejan7z8/+9jhdS22myi5x7ji+hUV15rSYPW712sNZco4qiiIcU2MayVFWZ2vuQtHGWscrV1zf92sp0KaXBpd65zpequG1oFAjEbQ6ayvyZDLC/cNLej+WmGxNhgw2lgFWMlSDPtr3t5eNuee6lQ8vWPtHkjlbX6aGzGuFQ+STEZ9H3/q+/hzcHs88ubysm+1IhAIBKVApVWkz58/n++++858fv/99zNo0CCHddPS0szHHh55bxZa4+lpyYFs3Udx95ubWbNm8cYbb9iVb/JR4uXlWohjQRHYG1SIRgnZL9e4ciyOKnUt5/v/OEuNGo6/U8fXXXPaT+5rep0hz/qucmrjjfwrlUP8fP25fe4ssmB/SM8gIKyKzeeVeEeNXZyJrCzUGels3BjsvOO802mbuaOwVUfcUNpOdq8oZeSsPYcNO83y5fVJkkus8zX97jOzJ8cvvribdu2us05etsaDtLZJrMM1mca+vJcRaUrifbUut8mPjOzPZ6eXgjjfwveZmR3WeIe3ghu5+rmgMv0Pz6tk5v+LI05n17tw66a57NeTR2jj+1Ch5TLjhjHq8v54IBpDVBSoLaGf5XI5CWc0ZFwu+jhS1qio45pr5DF+OcPFcU1gz8YijD/FgxIum47+1KURHpL3P1cvWeRf76tEkhctXYZLpACYjAzff38zL7zQDYABA+4G4Pnn9xAenk6dOolIkmWj9uyWm6SetjxLM5ItW29J10xRYHSZeodzI53WaK7njrlTaSDGtQIixrVCU9RxLS57DnzYQ84VN4+RWa1bwln76BUA6jp12BQeiGRlzKqXWe7/l48SSVlMY3YxrSkz79wxHx9fd63CKNJzEONaARHjWqEpe/M195DhbfW+spXDtxSS3do11sc2Wtppq/nedrXt3C/TKnrP8eMWR6F//w0wH2s0Evv2Wa5t2BCMQlFYlWjB9tcKS8KVdEJDO5CYeIyk65lUqdKJ+PiDaNNNZhZGQ977ca6Se1xLS7LdF3px+odsW3Ubw+ELyNpbysvr/NQWMa4VJ0ERmSThXdpiCAQCQZmkUirSt27dyhNPPGE+r1WrFl999ZXT+lqtxdZSoXD9I7Oum+Ugx1px9Zub6dOn8+yzz5rPk5OTiYqKIiZVS5C+LPigVmx03VMgoGAT/tvyumglz/wrZrNv/y2yd41BgjqdQ6nfxDRbPHjwoE3dRv0suT73/4PDa3vXmM698LGpX1D0OgOnNt6gQa9w5Iri9kErHVoPq8Wdy8n4VvHEx8/WElh6z/Ke27f3J3nhb1xavp0erw2mVa87ubsykSih+Dfvmf6B7K9TsM72exWutT2P1BrIWWt29EhnOeCvN9IvxfS798heCA/2TqZVetkbC3LkdAUdsNEXeqVo3fZg88z+fDqm62hTAFly45Ftmd4pTUeLXP1syjJZhdfOMuT5fg9l2VuPB+jzbuMq7hijrmltN3ej6ofRcWBzZHIZMqd578onlWFcywulMYNQvespEgCXxjWBPaZxTenWcc1dHMLk3XHjxg0e9gpEITn/LWSmaclJsNE3RYtMXvzeMNbjWq9ed8jK8mT27OYkJpoMfWbPbgvA+PEnmDt3p3ljtm7XMKrXtsx7PN+4ZT72jzCNeUoPucO50al1ps8gMNKrSHOn0kCMa2JcKyncNa79rDOQAjTL1NPEDXMhGwYOQ9dnkMMUNQq1GilNj7WPpiZdy9fZx31StciLacAurjVlcqyckz+arKMa9ataYRTpYlwT41pJUZbna+4gQenND7nKdKlpduvQk+m2vus1NZbxqn2atb++AW+roaxRI0sanc6d483Her2GNm0sqex69IhHpSrcHLKg+2uFxfhFK5580puzZ+8nPiWJJ/rCyZPD8NWcA0CSUyz7a4m3fTnz3QWbut3qx6E+dJ10q7LyNj/NjRjXip+zTRqw/NaV0hZDIBAIyiQVcZ6XJ4cOHWLQoEHmUOdVqlRh3bp1+Ps7z8vr5WVRjmVmZjqtlxvrut7e9hZdxdVvbtRqNWorD8EcFOAmv01BXkgKQFmwTQ+5XMKQx6Z0bmQyy4aHH9eQKWXIlY7bOysH+P7uZaY6dU2LIEnKu76ryBXO5SnveCrVREaHOr5o9W9P3nWEjNMXkfR6ZHJQOvtOKCSXB+bc21y5z60/cblVHaXVMZTdsaAwMrnzveR8Pos31+Sfw2E0iUqifngqK/dVw2CA1rUT6NfM5CGu1Uks3FqTW0n2Y21yhtKpbDKrv3nJ7ch/M782ruKOMUoml/Ak1XJdIUPtXTZzuLuLijyu5YXcKKGUFdAbpADjmsCesjhG3xUYytaE2wCsuXmVoeFRTutab6sqKf7Q7mA/rk2bdoRp047wxRfRzJ/fwJw7/bvvonnppUPmenKlZPu7ts51aTXXcvjbz64ryaVyOzaIca0AiHGtSBR1XMv5NcqL2I8zlCr7+ZwzrNU6ShzP2dxBca0pZVbKGLlSVmEU6TmIca0AiHGtSJTF+Zo78PKwKKAlnUkhnm7Qo9Fp8VFY3rFKZjt2GPVWY4vNToXt99Lap0hm9Z318FCgUGis6hmd76HkQ0H31wpL1bDawE3q1k3iUmwocJuGDZNJ2G96/wofZbHsrwWG+1GzcVUuHrN4nOujo8nq1cu2XTkfC8W4Vvwos50gQqvXLF1BBAKBoAxSqZ4np06dok+fPiQlJQEQGBjIX3/9Rf369fNs5+PjYz7OyMjIo6Yt6ekW2z/rPoq7X0HlQ0qMgwDTsQIN+rR0wJcLu2y9nrVS7p+87WLH758PAMio+ygGwKioiEvBkiNQdwWoBcC5VQdQHogFQOlZsRWMFQUvlUn98/U/dQCQJCM1Q9K4cNs07irkBm598Tv+XjrWHQ7nsfmt8+5PXVEz55noxF+lLYJAICghulgp0o+nJTO0lOVxlSeeOMETT5zg+PEAWrY0Sb1+fWTBOslHx1TRlFACgaDyIMYvgUCQG+txQX7mjPk4Xa+3UaTLcimqrdN4G2wifMhzTaUsZ3q9c49zo7Ecj0/Zke7Sb2jyqVg4ZDKJLve14uKhWBvLBF2nTubj5MvlOz+6QFAeqVmzJlOnTmXq1KmlLYrATYwaNYro6GhefvnlEr3vl19+yZ9//skff/xRovcV2FJpFOkXLlygV69e3LplCtHo4+PD2rVrad68eb5tQ0JCzMepqamkpqa6pMC+ccOStyY42D6PS3H1K6iEGK0mxZKEMTtqwY0j8TbV0tW24bYyZHKb7De3G4wiM0OGByF4AbqQ6sUkcOVAZbQYvVS7qz6hLX3xCPSiwUMd3HOD8ryYLAd8OvoAP/8XhdEIi7fVIEsn51Kc5Rej08tI0yjw99KRmG7aRKgWmE7/5va5GBtVS6Z+eKpdeUVCgVV4P5n4bgoEFRm5JDG+Wm2+u3o+P71ymaRRo0RCQzO4fduTp566C7n8N8DAL/Nr8Pz/CrvJme2RLhRRAkGJ8V/iHY6lJjm9Hu3tRwu/wBKTZ9XH79uMAfXbdaRx1+4ldn+BQCBwN5KVglzKzMRbLidNr3dQz/ZcZ7C0c5Apw2H/tt1KnDtnSbFjLGx69BLEYHDsiGIsA3NDw+3bpS2CQFCqjBkzhkWLFjFp0iS+/PJLm2tPPvkkX3zxBaNHj2bhwoVuu+eePXtciiQsKB8cOnSINWvWMG/ePHOZs7X/+++/z7Rp0wCTQcWlS5dsrs+aNYuXXnrJfG40Gvnwww/5+uuvuXTpEiEhITzxxBO88sorAIwbN4633nqLrVu30qVLF3e/NYGLVApF+pUrV+jZsydXrpjyfHh6erJ69Wrat2/vUvsGDRrYnMfGxtKoUaN8212+fNl83LBhwxLrVyDIwS56ldx2waOX2ea1mnR8Cvt3erNh8Ra8uA4VLLdxSSNZBXuMHtWJ5s3dNIHKXkVuO3MMCDMX/7rH1qtuxZ5IUjWOh/kr8Z5cifdyeE1gonuj23RvZFpw/ronkixd/sE6G0cm89X4/cUtmkAgEJQ6foryvYx49dUDTJli8tTR6/sDMG8WrF2eiYen6fl98rAl0ogx+9kr4XgnN6e0DOyVCgQVHu/sROQ3szK5meW83pXM9GJXpMuVKlQenmRlZnDx8EGbazfOny37ivTyoJ0SCASlhuTEQDrDYLu3ZPJI3wTEAKB36pGee9B27JGu0xm4c8diiF4ehipJcuL1XRZkF/NTgYCoqCiWLl3Kxx9/jKenKW1FZmYmP/74I9Wru9+RLDTUSRrQckJWVhYqVdmLqFpacn366acMHz7cxgn2+vXrNnXWrl3L+PHjGTrUNmbfm2++ycSJE83nvr6+NtenTJnCX3/9xezZs2natCnx8fHEx1ucI1UqFQ899BCffPKJUKSXIi5pybZs2cKWLVs4evRoccvjdm7evEmvXr24cOECYMoXvnLlSrp16+ZyH9HR0TbnBw8ezLeNVqu1+bxy91Gc/QoqN/pmzcybvcYCrja+fnkZe//4gapVr+dfWZAvMqO9pbZ7yVuJkZCmwmiU8FTpCPGz9bBbeyjcfFwt0PXUEsXNew8cBuDFgSdLWZKyz39nz1Dl8XG89duyUpXj6P6TPHbf8wDoa9UqVVkEAkHZZumbr/LlUxM4vee/0haFSZNO8Mcf6/j66y2o1Y+byy+e8eDkYS9OHnbN2OzKLxvY2OIBdGnZz1KhSRcIip2+IeEMrlKNQaFVHb56BpkMTfUloHlRKJXcP+Mt+kx8wvy6a8RDpvvrKnZaH4FAUAnINa/J8UZP0tk6ZchlMmCQ+Tw10zL+aQ15hRW39K/TWcZslUphs59VEqHdV/14kwbqYIZ2so8w5wqS5Gz/x2jzp9iQOd/iF7NTgQBatWpFVFQUK1asMJetWLGC6tWr07JlS5u669at46677iIgIIDg4GAGDhzIuXPnzNcXL16Mj48PZ6xSXjzxxBM0bNjQnJK3Zs2azJkzx3xdkiS++uorBg4ciJeXF9HR0ezcuZOzZ88SExODt7c3nTp1srnPmDFjGDJkiI1sU6dOJSYmxnweExPD008/zdSpUwkMDCQsLIxvvvmGtLQ0xo4di6+vL3Xr1mXt2rV5fj41a9bkrbfe4pFHHsHPz49HH30UgG3bttGlSxc8PT2Jiopi8uTJpKWlmdt98cUX1KtXDw8PD8LCwhg2bJj5mkajYfLkyVSpUgUPDw/uuusu9uzZY76+cOFCAgICbORYuXKljaf3zJkzadGiBd9++y21atXCw8MDgMTERCZNmkRYWBgeHh40adKE1atXm9sVRe7c6PV6li9fzqBBg2zKw8PDbV6rVq2ie/fu1K5d26aer6+vTT3rSAUnTpxg3rx5rFq1invuuYdatWrRunVrevfubdPHoEGD+P333wuUHlrgXlxSpMfExNC9e3deeOEFu2uLFy9m8eLF/P33324XrqjEx8fTu3dvTp06BYBSqeSXX36hT58+Beqndu3aREZaPD23bduWb5t9+/bZfLG7du1aYv0KKiEy2xm5TmtatFy+fNWmPKphFZtzrcHWGtjT0xNPT5EX3V34dW4BRiNGo5GQEPd77vmqHW/yVw3MYNcbf7P+xS2sf3ELJ95fj5+n7UJXpzdNSlrVTCA8oHhydRWGZ/ufZv//NvDW8PJnuFWcNIm0t47VGwzcSU1h8bbNpSCRhcFtH7acZKeVSE/OLCVpBAJBWebG+bOkJyWx5vM5pS0KkgR9+lxl9OgzKJULgCrMXriDxetP8+0fZxy1cNjP7genk3zkLMZsLyqhRxcIih9PuYJmvgG08At0+Ir28StReUKjatCka3fzq147N6VxEggEglJGyhXmsKra5MWZe7qjUiiAVMC0DlTILPtKkoOtZ7Vag0mzbOkpt+2TQiFzeq04+Ph1NTpdTQ7uGpDLi941jE7eS4lNDfNQpAsEAhPjxo1jwYIF5vP58+czduxYu3ppaWk8++yz7N27l7///huZTMa9996LIdsw6JFHHuHuu+9m5MiR6HQ6/vzzT7799luWLFmCl5dzg+wcRfXBgwdp2LAhDz30EJMmTWL69Ons3bsXo9HIU089VeD3tWjRIkJCQti9ezdPP/00jz/+OMOHD6dTp07s37+fPn36MGrUKLOS3xmzZ8+mefPmHDhwgNdee41z587Rr18/hg4dyuHDh/n555/Ztm2bWca9e/cyefJk3nzzTU6dOsW6detsdFUvvPACv/76K4sWLWL//v3UrVuXvn372nhbu8LZs2f59ddfWbFiBQcPHsRgMNC/f3+2b9/ODz/8wPHjx3n33XeRy02RRIsqd24OHz5MUlISbdq0cVrn5s2b/Pnnn4wfP97u2rvvvktwcDAtW7bkgw8+QGdlbPvHH39Qu3ZtVq9eTa1atahZsyYTJkyw+4zatGmDTqdj165dBfrsBO6jyJqdMWPGIEkSffv2pWfPnu6QyS0kJyfTt29fjhw5AoBcLmfJkiXcc889hervnnvu4YsvvgBg2bJlzJkzJ88wEkuWLDEfN27cmDp16pRovwIB2HqkB4cFc/ejHW2uP/nuKE4dPEdKQio+AabQJH8tOUyVEM8SlbOiMu7jHsTt2U1UXW/8/NxvoBDgJNeOhJE2tRNsyg5f9ndYt2ZomsPy0kImg+Y1nOe6rKwMatWGK59+TVJ6Ol4qFd5qDzYcPczIL+aUtmg25GwSRNUPy7OeQCCo3ARXi8y/Uglimi7dZt2Kl/nqtw8BGPzQHVb9GOx6H9mh7kWOdIFAIBAIBBWF3NMaj2xlbW41s6WaScmkt8qRrs+llA4ITmfUE+9y6lR9XFWkGwzFP79SKCye8xqNAU/P/FO7OcP2czOdlIUI7wJBcfDVV1+Rmpqaf0U34+Pjw6RJkwrU5uGHH2b69OnmnNXbt29n6dKlbNq0yaZe7tDc8+fPJzQ0lOPHj9OkSRPA9L6bNWvG5MmTWbFiBTNnzqR169bkxdixYxkxYgQAL774Ih07duS1116jb9++gCnEtyPFfn40b96cV199FYDp06fz7rvvEhISYg4nPmPGDObNm8fhw4fp0MG5wWePHj147rnnzOcTJkxg5MiRTJ06FYB69erxySef0K1bN+bNm0dsbCze3t4MHDgQX19fatSoYfbuT0tLY968eSxcuJD+/U2p1L755hs2bNjAd999Z84h7gpZWVksXrzYHC7/r7/+Yvfu3Zw4cYL69esD2HiBz5o1q9ByO+LSpUvI5XKqVKnitM6iRYvw9fXlvvvusymfPHkyrVq1IigoiB07djB9+nSuX7/ORx99BMD58+e5dOkSy5YtY/Hixej1ep555hmGDRvGP//8Y+7Hy8sLf39/u3zrgpKjfCc3dEJ6ejoDBgxg7969AMhkMhYsWMDw4cML3eeYMWPMCu+4uDi++uornn76aYd1r1y5wqJFi2zalnS/gsqFJlOJ2t9izWTI9jbW6RTmX3lQaIBdO6VSQZO2DWzK1n1/pNjkrIw0bhXg/k7dsALLCY0mtvsLhiFXSLlluyIJ8Nay47TryhZH/LIrkleHHMfHw3k6gIiAQCICLHk+a5bzfEsCgaByUB4Uy1qtaezd+Ptm9m47SJu7WvDS+1dsFOnJiTkero7fjzEkxPRXPFkFAoFAIBBUEHJ7pDtDZq5n+nvyWg3ztdxr6EYtTKkEGzQ4jcFgMa608eKWbJXRJeGRrlJZ1uJ//qxi2JjCp+qzlVeo0AUVm9TUVFJSUkpbDJcIDQ1lwIABLFy4EKPRyIABAwjJXsdZc+bMGWbMmMGuXbuIi4sze6LHxsaaFemBgYF899139O3bl06dOvHSSy/le/9mzZqZj8PCTA4oTZs2tSnLzMwkOTkZPz/XIyxZ9yuXywkODrbrF+DWrVt59pPb4/rQoUMcPnzYxrHTaDRiMBi4cOECvXv3pkaNGtSuXZt+/frRr18/7r33Xry8vDh37hxarZbOnTub2yqVStq1a8eJEydcfm8ANWrUsMk5f/DgQSIjI81K9NwURW5HZGRkoFar89zbmD9/PiNHjjSHns/h2WefNR83a9YMlUrFpEmTmDVrFmq1GoPBgEajYfHixeb3891339G6dWtOnTpFgwYWvY2np2e+UQUExYdLM6KcuP3lYVDUaDQMHjzYHCZdkiS+/vprRo0aVaR+27Zta+PN/vLLL7N9+3a7esnJyTz00EPmzyoiIoInn3yyxPsVVC7+XdPQ5vzYvgAAVv/SqMB9SZJlki+T5ZXLSlCeyfkvW/+/Bc5Ryh3/Fp5d0oJxX7fl202186yXX7+X4rx567eC/14FAoGgrKP28qZF736lLUae7N0703w8ftAUAGS5nJC2behhOnDy3JRu3wbsva4EAoFAIBAIyiu5lQZSjne1MXe9nCOTAmHfRcva9nCsdbQylU1b58e29y2JHOkqD8ta/vAeN0YUzBG9mKeIsjw+ImHmKShOfHx88PX1LfGXj49PoeQdN24cCxcuZNGiRYwbN85hnUGDBhEfH88333zDrl27zOG0s7JsU6Ru2bIFuVzO9evXbfJvO0OptEp7kT1wOirLUdzLZDKbaLMAWq1t6s7cfeT0k1e/zvDOFfk0NTWVSZMmcfDgQfPr0KFDnDlzhjp16uDr68v+/fv56aefiIiIYMaMGTRv3pzExMQ875ODq+8vt1yennlH0nW33CEhIaSnp9v9/3PYunUrp06dYsKECXnKBdC+fXt0Oh0XL14ETDo+hUJhYxQQHR0NmAw3rImPj7cxKBCULC55pFetWpUzZ85w+PBh0tPT88z1UNrMnTuXjRs3ms8DAgJYtmwZy5Ytc6l97969bUJY5O57586d3L59m9TUVHr27Mn48ePp06cPPj4+HD58mE8//ZQLFy4ApsHgq6++yvfHXVz9CiovmRqTjYwm0/LQNLq4satQpAGm71a1GgXLWSIoWYqyGMqZp5QDR8EywbsPHGHpzij+OhIOQL9m1+28DpVyA88POF2gfsd0vch7q02GMDeT1e4RViAQCMoYPR4ZT52WbVj58XvoHSyMS5sGDcKJ6dueTet3kZqcxsWzl/ELqFmwTrIfqCqlyE8pEJQVdEYjf96+Vuj2XnI5nQJCUOe2rBEIBILKQi7tbM7+gTGXVtjikf4nMMDm2ivL+tqc67SWMVWvl9Gq1X5SUnyw1u/odLaemIXJWV5Qrl+23PP6FW9y8r27ilLh2IM9NTmIQCh2bXb7pgHsPJzo8Jow8xQUhGRdwdZrBQ2vXtr069ePrKwsc6ri3Ny5c4dTp07xzTff0KVLFwCzw6Y1O3bs4L333uOPP/7gxRdf5KmnnrKJJOwOQkNDOXr0qE3ZwYMH7RTnxUWrVq04fvw4devWdVpHoVDQq1cvevXqxeuvv05AQAD//PMPffv2RaVSsX37dmrUMEUp0Wq17NmzxxxyPTQ0lJSUFNLS0szK8oMHD+YrV7Nmzbhy5QqnT5926JVeFLlzh2YHaNGiBQDHjx83H1uT40HevHnzfGU/ePAgMpnMHCa+c+fO6HQ6zp07Z07hfPq0aW8553MDU973zMzMPEPQC4oXlxTpnTp14syZM6SmptKtWzeefvppoqKikMstk5/4+Hi2bNlSZIG6du1apPa5wxskJCSwfv16l9uHh4c7vVazZk1WrlxptkrSaDR88cUX5tDs1sjlcubOncugQYPyvWdx9SuovOQoSa0Vfa4q0q09reQK4ZFetnG8Erua4NzY6fQNXwZ92Jk95wLz6EGQm9FdLvFgx1g8x5ryJE3qeZ57Wl0vcr/1I1J5/4HDvLC0Wf6VBQKBoBxTo2lzBj/zIive/19pi+KQjxa8TKuqgwGYNORZftm6opQlEggEhUVtlcN3f3JCkfoKUqpp7htQdKEEAoGgHJI7tHvO/sGtLE2ueq72aKugS0mBe+75AwCjMdLqigGj0TpHuqv9Fx6jVV73XZu9gTsFai/JLHtpep31drvZ+qBY8fNWIj95En3DhvlXFggc4JFtOJhhKHxag/KAXC43hxa31m3lEBgYSHBwMF9//TURERHExsbahW1PSUlh1KhRTJ48mf79+xMZGUnbtm0ZNGgQw4YNc5usPXr04IMPPmDx4sV07NiRH374gaNHj5aYMvXFF1+kQ4cOPPXUU0yYMAFvb2+OHz/Ohg0b+Oyzz1i9ejXnz5+na9euBAYGsmbNGgwGAw0aNMDb25vHH3+cadOmERQURPXq1Xn//fdJT09n/PjxgMk728vLi5dffpnJkyeza9cuFi5cmK9c3bp1o2vXrgwdOpSPPvqIunXrcvLkSSRJol+/fkWS2xGhoaG0atWKbdu22SnSk5OTWbZsGR9++KFdu507d7Jr1y66d++Or68vO3fu5JlnnuHhhx8mMNC0L9+rVy9atWrFuHHjmDNnDgaDgSeffJLevXvbGAls3bqV2rVrm5XtgpLHJUX6pEmTWLx4MQD79+9n7NixNteNRiN79uyhe/fuRRJGkiR0Ol3+FUuRTp06cfjwYaZMmcKqVascytuuXTvmzJlDx44dS71fQeUkNTkdCLRZeAgL1MpNmJ9poZucoWTNwQhzuQjtLnAPfkA94EppCyIQCASFIuT/7N13eBRVF8Dh3+xueiUFEiAQeg1NUIpAQBAQVLAgVZEiFqSJCIqAIoKKiogdaYJiQ/ikSpGONKmG3ntPSN9kd78/NpndTTbJprfzPk9k5s7MnZtNnMzMuffcsmWoUbcqJyPOcOroWRZ9tQRo5HgFKW+Qi8Oc8EKUdO5aHc8EVeJaYnyO6zgSE8XtJD3JBRG9EUKIIkqjtQ2kR6e8q4w12L6ztNz/hGZRo4LGevCG1hKQt77cOjnFYDAUbCDd2dWSsjc2OhC4kPHOdiTpLa/YFY0lEFlV2UoSbXPdvlyR21PhgAoubjwWWJ4rMfcKuyn5LrP5xzUaDUuWLGH48OHUr1+fWrVqMWvWLMLDw9V9RowYgYeHB++//z5gnuf8/fffZ+jQobRo0YIKFSrkSTs7derE22+/zdixY0lISGDgwIE8++yzHD58OE/qz0qDBg3YvHkzb731Fq1bt8ZkMlGtWjWeeeYZwJwJeunSpUyePJmEhARq1KjBTz/9RL169QCYPn06RqOR/v37Ex0dTdOmTVm7dq0aRPbz82PRokW8/vrrfPfddzz00ENMnjyZF154Icu2/f7774wZM4bevXsTGxtL9erVmT59ep60257BgwezcOFChg0bZlO+ZMkSTCYTvXv3TneMi4sLS5YsYfLkySQmJlKlShVGjRplM2+6RqPhzz//5NVXX6VNmzZ4eHjQpUuXdIH5n376iSFDhmT5uYj841AgvXnz5kydOpW33nor3bwFqTIqL2iTJ09m8uTJ+XqOChUq8Ntvv3Hz5k22bNnCpUuX0Ov1lC9fnmbNmtlNKVGY9YrS58aVW0AFrO+WTQYHU7s7Wx5WyoeWy2RPUWhMNv845L4qd1n7xhYu3nHjhTlNMZpSX/jnffNE6WGZXyl32WSEEKXLzQvnMZlMRS7ovPCvL2lR0Tyf+ydvzwamZ7+SIvY9CVFa1fTwoqaHV46Pv6ZP4HaS/XkQHWaCZL0enbNz7uoRQohCokkztUVVd0+u6RPQprnf0ajr/wIZByLSymiOdAAnJ0uwviBSu6d9wXLnlh6/AMev39aHa6xGp6feGxbIW3NNBlMMFZF39qJoUxSFht5lqOJU8qYdzGqU87Jly2zWO3ToQEREhE2Zdexr7ty56eoYPXq0TYA0dQ5se8eDOUNx2rLw8PB0Ze+88w7vvPNOhm3ftGlTurK057Z3fkeOAWjWrBl//fWX3W0PPvig3fOncnV1ZdasWcyaNSvDfbp370737t1tyqwDxhnF+vz8/Oz+HPKi3fYMGDCAadOmsXPnTptBri+88EKGgf8mTZrwzz//ZFl3+fLl+f333zPc/t9//3HgwAF++eWXbLVZ5C2HAukA48aNo2PHjsydO5d9+/Zx584dkpKSOH/+PIqi4OLiQrlypSvoFhgYyJNPPlls6hWlT2qwFBxP7T5oYi/++WsfAcH+hN1vP6WJKGQ5eEevKNCh/g0AXpp7H0aDktOqhFBZbsRlTmAhRNbKBFkyomz9eTFtevUrxNakVzY4gDWHf6FzWE8gmykNU18gyx9WIUQKfUI8swb1pekjj9Gmd//Cbo4QQuSaW0pgPe3bJUvnyOxNp2Ed1zF30jbh7Jy+E1OBpHZPcxOXEJ+9e0Hro01W7+KScjmFaXYYMkj5m+hX0W65EEIIx7i5ubFw4UJu3bpV4Oe+evUqCxcuxMfHp8DPLSwcDqQD3Hfffdx33302ZZqU3m7h4eGsWrUq71omhHCYBtu0Wqk37QqWpw1HA+lubi60e7xl3jVO5L2Up828GPQmqd1Fblj3aHUmphBbIoQoLNn5K+ITWFZd3rtyOaFhDalULyzvG5ULNepWZcuZP2lT9VG725UsvuOiNspeCFH4zh0+KIF0IUSJkHqbk3Zko2VEelb3QbbbrQPOJpNC9+7LadToIL/+er/NfgZDAdxfGU2U5wA3qUkS7iTEZS96b/2ZeHvF5XXrHKI9cQJDnTrpypO8AgqhNUIIUbJYp/cvSB06dCiU8wpbMoRMiBLgMUbbrHvdMqef6Wd6Ri3T6OR/d5GevO93nPVH5ayT+TLTup95hd0EIUQBUqyuiidjox0+rv/UGeryb9PfzdM25ZUKlVNHznsCDs4/JyPShRBCCFHCabCfptzDxZXH72sGZDzvsD3WgXSDARo1OghA06ansX5lXRCp3evG/cUoGvM8jwGgT8zeiHQvww112RRl7964AG4SrYL5Sa6WDJPd+lbJ/3MLIYQQJViuI2uVKlWiUqVKpS6tuxBFmS7J3PvV+ja9bF33wmmMyDd58Rgm7/sd56QzMeaR43RrfIXw2jcLuzlFgvVAhLtUKryGCCEKnLvWMmfmkmsXOBZ7z6HjAitVptXTvdX1W5cu5nnb8sLSnfOBWKAB8IVarmQ092Tq9vxslBCiWLp18XxhNyFDkptKCJGVbq9aBm6k3ucY01w9FEXhl1dfA3ZmXaFVVjzrlO0Gg6VcUUxp0r5np8U5UyduHQA12ABAYmL2rpA+SZfVZW/D9fQ7FPAFd+DrNej/djf6v92N+k39C/bkQgghRAmT60D6uXPnOHv2LPPmyUg0IYoKNaWU9ZOHvNktceKTZJ6rgvZB78MsH70DV2cZkS6EKN0UReHJcpa/Q79eu0icITmTIyzu79ZdXV44fjSmgng7mk21G9a0WrOk5/T1s4zuSY5LsOyijkiXGy4hSjudk3O6srRpkIUQorioUMuSKtyS2j39fub07p5Z1KbYTJNjNFqndrfaS7EdrV4QI9LTSowvevenmYk5WTQ7pwohhBAlgeR6FqIESK5Vy2Zd46RJV+7oHOmiGEj5UUbGtcrR4UkGy6Vf5kgvXi7ccqP/V814YmYL9p2tDMDVyLs89vF0Hvt4Ou8v/71Q22cIDS3U8wshClZdTx+esAqmJzgYEFc0Gmq3eFBd37d6RZ63LW/NVpeq1HRSl/cPnZpuT5kjXQjh5edP++cGU61JU0uhBNKFEMWU9XQ+qUsmO8OrzfdAt7Oszy/5nLpsNNpP3572PYXRqDBrVj1mzarnWKNzQOPlQmKPHiTXrw/A3dvZS+2e1WU+v/8K6CMdyw4lhBBCiOzT5Wflx44d49SpU9y9e5fExER8fX0JDAykcePGeHtnb94cIUTGklu2tFl39TePgkh66CG1LCDIr0DbJIqud588wsTfzQ+H8rq/ePlpZyV+3GEOoF+PbAtAvF7PygP7AFh5YB+DwztQ1senQNqTbnRVsnk0apLesVGpQojir56nD6tvXiXeaGBv1G0eDgjO+iDg4cEvcWznNgBO799L066P5Wczc+kCs3/5mwtnatC97x219N6RU5ZdZI50IYSVRh06UeuBlnz18sDCbkrmJMAvhMiK1b1Nanzb3pXDHEj/CaiAs/Zt9AYXu9W5GKNJHbk+b95DPPfcAsA2fXvaQHpkpDOvv94cgAEDTuDtnZSDbyRzbg9UI7lhVZIbNoQjcOem/fZnxLovpZMxLt12Q1L+jmVz8vUCbuXrOYQQQojSKs8D6Xv27GH27Nn873//4949+73hFEWhfv36DB48mAEDBuDpmVXqHyFEdthLHehfrkwhtETkB0sqtJy9+GpRw9JLXAbOFS/6ZMvDt1bryt9vvcOp69cAGPr91xhNJpIcTK2cL1IC6QEV5HojRGmS+tdoV9QdOvoHOTQqW+fsTNs+z7L5x4VZzjteFNQOu0uXJ23nuyzbsTlRh07a/DV2CZTrnxBCCCFKDpv7upTFjBMeJgJT+aD3ZUYtGgvUSbNdQ2Kyl5oAPjbWTd1iPSLdwyMRk8myLT5eqy4n5VNA2s1Fry5rNXoO7/OnN/pMjrBl/RpORxJpx7Pr9TKgTAghhCiu8uzuIzY2liFDhtC8eXMWLVpEVFSUGswzmUw2X0ajkcOHDzNixAjq1KnDunXr8qoZQggkOFry5d0PWFK7Fx334p04ec3T5uturFOmx7SpXZeBbdszsG17NIUQiMpovk+NtugHxYQQeWdghSrq8j9RWaf0TOXlHwDApaP/kZyU9yOL8p0CSffdR8Kb4zGFmFPcuwYFFHKjhBBCCCHyjs7FMjLbqDffr52Mi7a7b2rQ/WrkXUgXSk6V9bNifLwziYmWDuIFkTwjPtkSuH9z6DhMpqxTuycmKCTEO/Z+xsN0I8dtc0RQl1aYJDWSEEIIkS/y5E13XFwcnTp1Yu7cuWqwPJVWqyUgIIDy5cvj5eWllqfuc/nyZR555BF+/fXXvGiKEALJ0FfymX/AeREEl8esomP5vgrUfr2zzVeFV7tx8ppkbRFCFG3+zpYXrOtvX8fg4I1IuSrV1OVzB/fnebvyUvlKQekLTaB/9FGMzi7qvZf8XRVCCCFESaLVWZKZpr7L1dy4QZI+Md2+qds/XLEcMKbbDmDKYOSHyaRYLYOTk6VTeWKi5d7SYLBfb24lW41015bzwWiwdPK8F6nnn013bPdPhofr1eOhWvVJTFSyvAf041wetjY9j9DynHFtka/nEEIIa9u3bycsLAwnJye6d++eYVlRN3/+fHx9fdX1yZMn06hRowJvR//+/Xn//fcL/Lz5pVevXnz88ceF3Yw8kyeB9KFDh7Jjxw51vXLlykybNo3Dhw8THx/PjRs3uHTpElFRUdy4cYM///yTnj17oigKiqJgMBjo378/R48ezYvmCCFEiZaX/SQke0Hh61D/OlUCY/Bx19t8aRQTiUlajl7xyroSIYQoZNaj0iNiojLMWGHNJ7Csuvy/zz7CaMx65E9BcXFxptszD1OnYU0iYrfj4urgPJnyd1WIEuVSYjwnY6MxSk9lIUQppSiWV8feKVnQTMDtS5fS7VvOx8dqzX7A283LEqC2fh9hTLe7ZePNm5agfUxMbJZtzgmNi+3spzE3r6nLLSr60Pehjiz84opaFnVXx6VzLly77Mzt67os39Mk16yZl821TyeZ4YSwZ8CAASiKwosvvphu2yuvvIKiKAwYMKDgG1bMjR49mkaNGnH27Fnmz5+fYVlOKYrCsmXLct3O4uDgwYOsWrWK4cOHq2WTJ0+mdu3aeHh4UKZMGTp06MCuXbtsjgsNDVVjrKlf06dPt3uOU6dO4eXlZdNpICMXLlyga9euuLu7U7ZsWV5//XWSky2ZYrZt20arVq3w9/fHzc2N2rVr8+mnn9rUMWHCBKZOnUpUVFQ2PomiK9d/Yffs2cPixYvV9D2vvPIKx44d44033qBevXpotVqb/QMCAujatStLlixh586dVKhQAUVR0Ov1jB07NrfNEUJgPYe2KJHUUW95MCJdUrsXuoaVozj1yRrufPM/m69mVe9kfXBhk5fKQogUFVzdcUl5ubrsxmUuJMQ5dFzrZ/qpy2cP/Jsvbcupz358nxX//uh4EB2JowtRUmhT/m8+FB3JkmsXOBZ7r5BbJIQQhUNRFDXibUqJdpvKliXJTupz23HZznbrS4yxfhVteZ7U6y3lOp3tc6b1/OlGY/7cbekC3G3WzxyxpHpPiK8LwIfjLB1HDZZ4AtHRBpKTXDOt3xQYmAetzFztsHw/hRDFVkhICEuWLCE+Pl4tS0hI4Mcff6RSpUqF2LLi6/Tp07Rv356KFSuqwVl7Zdml1+vzrpHFxOeff87TTz+Np6clK2nNmjWZPXs2hw8fZtu2bYSGhvLwww9z8+ZNm2Pfffddrl69qn69+uqr6epPSkqid+/etG7dOsu2GAwGunbtil6vZ8eOHSxYsID58+czceJEdR8PDw+GDRvGli1bOHr0KBMmTGDChAl8++236j7169enWrVqLFq0KCcfSZGT60D64sWL1eWBAwfy+eef4+Li2MumZs2asX79etzczDcna9as4fZtx+dVFEKI0khR/7V02dZqHE9v5uZseeB1dy46o/+EfV9vqMYr8xvzyvzGrNgfrJafuu7JsPmN2HLMdj7elQUYiNInJgFewPICO6cQoujq6G9Jf77/3l2HjmnW7XF1+cD6tXnepnxlrzORpHoRokR4wNefmu5eeGjNIxRjrSMmQghRymhSOkuit4wmP6PVcOXkcfau+lMNsEfFW3ektDMtDmDCMuDK+rZJq7W800g7Ot027Xv+3GsZo21T1UferMrBPVE82dIyMl3nnKAu//CF5f31lJFpOlsVUofzsuUd7/wpRGnTpEkTQkJCWLp0qVq2dOlSKlWqROPGjW32NRqNTJs2jSpVquDm5kbDhg357bff1O0Gg4FBgwap22vVqsVnn31mU8eAAQPo3r07M2bMIDg4GH9/f1555RWSkpLISGpK8blz51KpUiU8PT15+eWXMRgMfPjhhwQFBVG2bFmmTp1qc9wnn3xCWFgYHh4ehISE8PLLLxMTE6NuHzhwIA0aNCAx0Xyd0+v1NG7cmGeffTbDtmT2GZw7dw5FUbh9+zYDBw5EURTmz59vtwxg8+bN3H///bi4uBAcHMy4ceNsRjeHh4czbNgwRo4cSUBAAJ06dSI0NBSAHj16oCiKup5W+/btGTZsmE3ZzZs3cXZ2ZsOGDQAkJiYyZswYKlSogIeHBw888ACbNm3K8Hu391m8++67VKxYERcXFxo1asSaNWvU7U899ZRNG0aOHImiKBw7dgwwf94eHh6sX7/ebv0Gg4HffvuNRx991Ka8T58+dOjQgapVq1KvXj0++eQT7t27x6FDh2z28/LyIigoSP3y8PBId44JEyZQu3ZtevbsmeX3+9dffxEREcGiRYto1KgRXbp0YcqUKXzxxRdqJ4fGjRvTu3dv6tWrR2hoKP369aNTp05s3brVpq5HH32UJUuWZHnO4iDXgfSNGzcCoNPpMkwbkJmaNWvywgsvAOZfys2bN+e2SUIIGSRaomkw32y4KpaHte+H7KVTA/MD3u537f9hTvVAtTu89/QRXn34JCM6ncy/hopc8XY331yvPRTE1xuq8fWGauw966duvx7lylcbqjN8YSOb40Ytmldgbdz5917grwI7nxCiaGvsXQavlKBTYvr8nBmq06oNAOcPH3QoJbwQQuS3iq7uPBNciUqu7lnvLIQQJZySEkj3t5qfPEmBJe9OYMtPCzn2z3YA2tauZ3VUZwdqtj/SPDlZaxMw1+utBwAUTPpyZ00cw3vBgV1dLYVWbVr9u6XT6IFdQfIaTohiYODAgcybZ3lnNnfuXJ5//vl0+02bNo2FCxfy9ddf899//zFq1Cj69eunxq2MRiMVK1bk119/JSIigokTJ/Lmm2/yyy+/2NTz999/c/r0af7++291VG9W6c5Pnz7N6tWrWbNmDT/99BNM6aKRAAD3BElEQVTff/89Xbt25dKlS2zevJkPPviACRMm2KT41mg0zJo1i//++48FCxawceNGm8zPs2bNIjY2lnHjxgHw1ltvERkZyezZszNsR2afQUhICFevXsXb25uZM2dy9epVnn766XRlzzzzDJcvX+aRRx6hWbNmHDx4kK+++orvv/+e9957z+Z8CxYswNnZme3bt/P111+zZ88eAObNm8fVq1fV9bQGDx7Mjz/+qHYSAFi0aBEVKlSgffv2AAwbNoydO3eyZMkSDh06xNNPP03nzp05edKxd+KfffYZH3/8MTNmzODQoUN06tSJxx57TD2+bdu2NoH5zZs3ExAQoJbt2bOHpKQkWrZsabf+Q4cOERUVRdOmTTNsg16v59tvv8XHx4eGDRvabJs+fTr+/v40btyYjz76yKaTApjjt7/++itffPGFQ9/vzp07CQsLo1y5cmpZp06duHfvHv/995/dY/bv38+OHTto27atTfn999/P7t27bX4+xZUu610yd+XKFRRFISwsDH9//xzV0b59e2bOnAnA5cuXc9skIUo9k9zCl2ipKd0rBSbDWXNZ/wcv0P/BCw4dr9HA+MeO5VfzRB6Z1f8Av+6qiCFN6jpXZyMmk3lE+tzNVYhNNP8pn/fCK/T/alaBtlGfqAeaF+g5hRBFWwMvX7ZH3uJEXDQGkwmtAyO073+0B0e3bwEgOUmPk3PxHU0jA9KFEEIIUdKkTucZG3UX3Yn/SG7cGOsJba6cOE6dlq15OKwhaw7tTyndA7wF2I6czOh1lSFdsjxL/dap3fOtz2Waezg3bRT6i9G8SFv+YSgH6JMS3Dc3oGzwZc6eSG1f1tU/ObJD3rbXjsCKZbhw9CoePm5Z7yxEHkpMvEGi/oZNmZPOBze3EAyGRGLj0gcsvb3qAxAbewaD0XZaMDfXijg5+aLX3yYh8arNNp3WA3f3KuREv379GD9+POfPnwdg+/btLFmyxCYImpiYyPvvv8/69etp0aIFAFWrVmXbtm188803tG3bFicnJ9555x31mCpVqrBz505++eUXmxG/ZcqUYfbs2Wi1WmrXrk3Xrl3ZsGEDQ4YMybCNRqORuXPn4uXlRd26dWnXrh3Hjx9n1apVaDQaatWqxQcffMDff//NAw88AJhHQKcKDQ3lvffe48UXX+TLL78EwNPTk0WLFtG2bVu8vLyYOXMmf//9N97e3nbb4MhnEBQUhKIo+Pj4EBRkzkDi4eGRruzLL78kJCSE2bNnoygKtWvX5sqVK7zxxhtMnDhRzXhSo0YNPvzww3Rt8fX1Veuy54knnmDYsGEsX75c/eznz5/PgAEDUBSFCxcuMG/ePC5cuED58uUBGDNmDGvWrGHevHm8//77GdadasaMGbzxxhv06tULQP38Z86cyRdffEF4eDgjRozg5s2b6HQ6IiIiePvtt9m0aRMvvvgimzZtolmzZri72++ge/78ebRaLWXLlk23bcWKFfTq1Yu4uDiCg4NZt24dAQGWzKTDhw+nSZMm+Pn5sWPHDsaPH8/Vq1f55JNPALh9+zYDBgxg0aJFGf6807p27ZpNEB1Q169du2ZTXrFiRW7evElycjKTJ09m8ODBNtvLly+PXq/n2rVrVK5c2aHzF1W5DqTHxsYCOPyDsMf62Lg4x+ZTFEKI0kqj02EAFJLQkIyGZIwGAxqtNstjRfFRMziGt7pn3OHhn1N+zN1seXh4sGbtgmhWhrSUvjmMhBDphbp5sD3yFgDvn4nATaOljqc3XQPLZ3hMmWDLtBWXjx8jNKxhhvsWJfZHz0skXQghhBAlS3JKKteb58+pZWcMOX3+s9w/ZdQB0WSyDU4nJ1sH1XN42mzy1V2jieELqipbqWbaQhs+4UfjDMxTm0HVWgZ2pSRVTYyvpXY2yIibZ/53FK3VLBRPHzf8gn3y/VxCWLt8+SfOnrMd2BFU7nHq1fuExMSr7NnzeLpjHmp/GoCIo2O5d2+/zba6dT8mOKg712+s4sSJyTbb/Pxa07jR/By1MzAwkK5duzJ//nxMJhNdu3a1CUoCnDp1iri4ODp27GhTnpoOPdUXX3zB3LlzuXDhAvHx8ej1eho1amRzTL169dBavasNDg7m8OHDmbYxNDQULy8vdb1cuXJotVrLFBspZTduWDourF+/nmnTpnHs2DHu3btHcnIyCQkJxMXFqcHbFi1aMGbMGKZMmcIbb7zBgw8+mGEbHP0MHHH06FFatGhhc41s1aoVMTExXLp0SZ2f/r777stWvalcXV3p378/c+fOpWfPnvz7778cOXKE//3vfwAcPnwYg8FAzZo1bY5LTEx0aFDwvXv3uHLlCq1atbIpb9WqFQcPHgTMc4H7+fmxefNmnJ2dady4Md26dVNHgG/evJnw8PAMzxEfH4+Li4vdvyPt2rXjwIED3Lp1i++++46ePXuya9cuNeg+evRodd8GDRrg7OzM0KFDmTZtGi4uLgwZMoQ+ffrQpk2bLL/XnNi6dSsxMTH8888/jBs3jurVq9O7d291e+qU3iUh5pvrQHpAQACXL1/mzJkzOa7j7Nmz6nJOR7ULISzkFW7pUOvmh3zASwB8MdSFHmPepGLtuoXcKlEaPcC3eHON4n9bJITIrSpuHvjqnIhMNk9PEW808O+9u7QpE4iXzsnuMRqN5eVCfPQ9u/sUG3ITJoQQQogSJiCkMrcunufknl2YHmgGgPVdnaIx3wB5urqmOfKfLGq2BNXTjki37q9ovc1gKJgMjPV1y/GvYySu+zicV62i4tHDPBH/FjArpR22EX2TMfN2ZRVozwtarYZKdYKz3lGIPFahQm8CAh+yKXPSmTt0uLgE06zZ8gyPrVvnQ7sj0gHKlX0EHx/bwK1Om37+5+wYOHCgOp+1vVTXqXOLr1y5kgoVKthsc3Exd4hZsmQJY8aM4eOPP6ZFixZ4eXnx0Ucf2aRbB3Bysn3+VRQFYxa9gewdk1k9586do1u3brz00ktMnToVPz8/tm3bxqBBg9Dr9Wog3Wg0sn37drRaLadOncq0DY58BnnN3rzejho8eDCNGjXi0qVLzJs3j/bt26ujn2NiYtBqtezbt8+mUwOYR+rnBUVRaNOmDZs2bcLFxYXw8HB1TvojR46wY8cOxowZk+HxAQEBxMXFodfrcXZ2ttnm4eFB9erVqV69Os2bN6dGjRp8//33jB8/3m5dDzzwAMnJyZw7d45atWqxceNG/ve//zFjxgzAPBjAaDSi0+n49ttvGThwYLo6goKC2L17t03Z9evX1W3WqlQxD/AKCwvj+vXrTJ482SaQfufOHcDciaW4y3UgvVatWly+fJmLFy+ybdu2THuzZGTRokXqcu3ahTuiToiSQBK7l2zOLq4kgU337aTERC6fOCaBdFEoarC+sJsghCgiFEXhlUo1uJ2kx2gy8e0l80iDfffuEu6XPlVZqgq16nD5+FEUpWDmvcwvEkcXQthz8eh/uLi7Uza0aoEEU4QQIi+ZjOZIduT1a+iOHMFQuzYGq2CQMSXS3Sbd+4iNQHmgPvBXunqdlVhLHWliS7aBdMXucp5KU21Nv70kPvoouLig79EDfY8euHy5Sd1evU61TOqS67woXVxcyuLiYv9ZT6t1UdO42+PhUTXDbc7O/jg75+2gy86dO6PX61EUhU6dOqXbXrduXVxcXLhw4UK6+Z5Tbd++nZYtW/Lyyy+rZadPn87Tdjpq3759GI1GPv74Y3XUetq52gE++ugjjh07xubNm+nUqRPz5s2zOz88OPYZOKpOnTr8/vvvmEwm9R54+/bteHl5UbFixUyPdXJywpB+3o90wsLCaNq0Kd999x0//vijzdzvjRs3xmAwcOPGDVq3bp3t9nt7e1O+fHm2b99u81ls376d+++/X11v27Yt3333HS4uLkydOhWNRkObNm346KOPSExMTDei3VpqJoOIiIh0WQ3SMhqNmc43fuDAATQajTpifefOnTaf4fLly/nggw/YsWNHuk4SqVq0aMHUqVO5ceOGWs+6devw9vambt2M4w722nbkyBEqVqyYLvNDcZTrN1Vdu3ZVlwcPHsytW7eydfyXX37Jhg0bAPO8ES1btsxtk4QQokTz8PUt7CYIYZdbcPG/MRJC5J5GUQh0dqGciyuuKQ/zTlm8UEx96L96+kS+ty/P2EvtLi9OhRApUkdoAvw2/V0WTxzHkc0bC7FFduTbZMNCiJKkXut2ACTGxaoRb5NV5Nkp0xGKV4F1drdUwJLO2d7lqDz7KcO5NIH0/Llupb2DS3z0UUgzn63345bphzLt/OlA4EcIUTi0Wi1Hjx4lIiIi3QhlAC8vL8aMGcOoUaNYsGABp0+f5t9//+Xzzz9nwYIFgHk+771797J27VpOnDjB22+/zZ49ewr6WwGgevXqJCUl8fnnn3PmzBl++OEHvv76a5t99u/fz8SJE5kzZw6tWrXik08+YcSIERlmmHbkM3DUyy+/zMWLF3n11Vc5duwYy5cvZ9KkSYwePdomXb09oaGhbNiwgWvXrnH37t1M9x08eDDTp0/HZDLRo0cPtbxmzZr07duXZ599lqVLl3L27Fl2797NtGnTWLlypUPfw+uvv84HH3zAzz//zPHjxxk3bhwHDhxgxIgR6j7h4eFERETw33//qQONw8PDWbx4MU2bNs10xH1gYCBNmjRh27ZtallsbCxvvvkm//zzD+fPn2ffvn0MHDiQy5cv8/TTTwPmIPnMmTM5ePAgZ86cYfHixYwaNYp+/fpRpkwZwNyRoX79+upXhQoV0Gg01K9fX93njz/+sBnc/PDDD1O3bl369+/PwYMHWbt2LRMmTOCVV15RMxJ88cUX/Pnnn5w8eZKTJ0/y/fffM2PGDPr162fzvW3dupWHH37Yoc+5qMt1IP35559X07GfOHGC+++/36Ffwjt37jB8+HBeffVVwDx6Zfjw4Vn+DySEEKJwmUwmjv+znbvXrhZ2U4QDImNjmf3Xaqb/7w9mrV3JnZhoddv6I4f4cNZKFi/emWV6qbRuXL3F3JmLbcrijOkfQoQQpVttD2+H9tPozImy9q9dxYF1a/KzSUIIUSBcPTxp+NDD+FeoiEvKy7Oom9cLuVUZkIC6EMJRaiDdct0wpVxDnOwEpdKxilibFMv+tiPQTZju3GYUTXiTKmlSu+es2dmWJogOYNJbTm4ypQ29S2dKIYoLb29vvL0zfk6dMmUKb7/9NtOmTaNOnTp07tyZlStXqmmshw4dyhNPPMEzzzzDAw88wO3bt21Gpxekhg0b8sknn/DBBx9Qv359Fi9ezLRp09TtCQkJ9OvXjwEDBvDoo48C8MILL9CuXTv69++f4YjvrD4DR1WoUIFVq1axe/duGjZsyIsvvsigQYOYMGFClsd+/PHHrFu3jpCQkCznZu/duzc6nY7evXvjmmaakXnz5vHss8/y2muvUatWLbp3786ePXvU+dmzMnz4cEaPHs1rr71GWFgYa9as4X//+x81atRQ9wkLC8PX15dGjRqpKePDw8MxGAyZzo+eavDgwSxebHnHqtVqOXbsGE8++SQ1a9bk0Ucf5fbt22zdupV69eoB5jT7S5YsoW3bttSrV4+pU6cyatQovv32W4e+r1RRUVEcP37c5twrVqxAq9XSokUL+vXrx7PPPsu7776r7mM0Ghk/fjyNGjWiadOmfPHFF3zwwQc2+yQkJLBs2TKGDBmSrfYUVblO7e7r68vMmTPp378/iqJw7tw5HnvsMapUqULnzp0JCwvD398fZ2dnoqOj1V4f69atQ6/Xqzdb9evXZ+zYsbn+hoQQIMndRX46tXc3K7+YCcDoH34t3MaILH3+1yomL7WkdbpxL4r3nu5DdHw83Wa8T1LKTXPlyv48+GBNh+v9dOJXHNwdoa6bdJZbCq1WOsUJIbKnWdfHOX/4IAAbF35PULXqBFWtXsitEkKI3HlogPnF0d8/zGX/X6sLuTVCCJEzOus5W1MC6dbdsBPjzPMbVw4IpGuj+1h5YJ+dWo4CdWxKrEe1HzhQEV/fKwBotQpcv6xus47z6PX503nblDLre8KlOFwrpg+iA2A1Ct1oNSe6MzH4m06TTNOUyuSdnBBFyfz58zPdvmzZMpt1RVEYMWKEzYhjay4uLsybN4958+bZlFsHsO2dc+bMmZm2Y/LkyUyePNmmzF49mzZtslkfNWoUo0aNsinr37+/uvzff/+lq2P58oznrYesPwOAyMhIh8ratm2bbs5ta2m/n1SPPvqoGvzPyq1bt0hISGDQoEHptjk5OfHOO+/wzjvv2D12wIABDBgwQF1P+3PQaDRMmjSJSZMmZXh+jUajzgeeqlGjRmrsMysDBgxg2rRp7Ny5kxYtWuDq6srSpUszPaZJkyb8888/DtVvfR7r7zWjssqVK7Nq1aoM63n11VfVAdIZmTdvHvfffz/NmzfPVhuLqlwH0gH69u3L7du3ee211zAajZhMJs6cOcNXX32V4THW8yLUrVuXtWvXpustIoTImbT9YGOj4wqlHSJ/mQopfey1MycL5bwiZ+7Gxtpdj9MnqkF0gLt3s3eduBcZjc3Vxmr0gV+wT/YbKoQo1SrVC+OpcRP5bbq5B/OPk8Yz5LOv8fLL2znx8pIh3UgkyewuhCheJNYjhHBErRat2Ljwe/NKaiDdegR5UhJgDrz877VxavnyfXt4YuaHKWvPAfNtK7a6cZo7tyWjR1sCLdbXp+Rk6xssA5APwfSUU1w+qWHI6/ez8af0QR9FMQfQNRrFpn2t+DzTqrVHjwLd8rCxQgghAJKSkrh9+zYTJkygefPmNGnSpLCblCNubm4sXLgw29NmF2VOTk58/nnmfx+LkzwbMjZ8+HC2bt1Kw4aW+WJMJpP6ZW/dzc2NMWPGsHfvXoKCgvKqKUKUOqZoc2As+Wqa+UL0egDqNKhV0E0S+Ugp5JRhGm2e9MESJYL930XrOUGFEMJRleqFUadVG3V95exPC7E1WTvnWb6wmyCEEEIIke/cPL3UZSUlkB6pmIgfOpSkpk1xsZMGPb09QD3MI9PNTFavpRXFKlV8spNNkN16XnSjMX+eNVNrdfMwEFw1gAe6huHn65Jup73bIs1ttBqSX8VrP8lNm2ZYt/MambZICCHyw/bt2wkODmbPnj3p5oYvbsLDwx0egV8cDB48mFq1Sk5MKk+jIc2bN+fff//ln3/+YdmyZezatYtTp04RGRlJYmIiPj4+BAYG0qRJE1q3bk2vXr3w8ZFRa0Lkhr1RBPFxnjK6QOSbfatXqMs7lv5Cyyd6FmJrLBLPneOH6R+gj4vjvkcepVnXxwu7SUIIIbKp46AXObZjKyaTiSR9YmE3J1NGO8PPPXzcCqElQoji4t81Kzn893p1vWqj++j0wiuF2CIhhMgeJSVtr0FRIDgYfbduGLfZTy0bGhCY/nibFcWq3JItLdB0ApPGSV23HpGenGwgD8eFpWtYaHUFjUZDzSaV8XDVsvH3Azb79G7XgZNJezEZjTz99K/odMn4RJbNvOqUEftCCCHyVnh4uMPp04XIjXwZVti8efMSk/teiKIu8o5VSquUPxxaTTJ3bln+9/b0lpt2kXe0Oh3JKcGN/7ZsLDKB9Lj9+4m8dhWAiK2bJZAuhBDFkM7JicdHj2PZx9Oy3rmQeSQlEKczj8Bq3/t+PH3d8SrjUcitEkLkh1iDgTtJjnTuUSijc1KnsUsVEFIZgGS9nuSUrGEA/23dRMdBL6LR5s+cv0IIkdc0d+7gNns2TQa/yHZX83unu/5l7O7bsHIoe6d8SNO3x9rdbh360CiWQLrWpMeIZV5261Ho+TEi3RyESTm/1fXbxdfTZr/UTVNGXeLmlWQeaBABgOay3mbO+HSMmW4VQgghRBEn+XmFKEGU1AcPxbYnlrOz3LSXRF7+AcSfPl3g53Xz9iYxLjbrHUWhSEhKwmg0otHkQy/9dCSFuxAi7+mczCOQjMmGLPYsGsomR1GheuYjkYQQxdvWuzfZevemQ/vW9vDi6aBKNmVh4Q9RuX4DkhITAEiMi2PJuxPyvJ32RB0+hf52JHEXruFWsRweVSvgESpTUwghsueh5wazYcEcADS3bhGalKwG0k2ZPHs2Dq2S4TbFZkS61Xsrk8nmUTM52XZTXou5F6sGyfUJls5OZcp62eynUcxtXDi7O16ekTzQ4D9zmzxtA+5CCCGEKFkkkC5ECSQpTUq21OdJFw9P4gvwvJePHyXq1k308XFqWfTt29y6eAEUhRvnzwIQVLUafsEVCrBl6SXGxRKxfQtBVauh0epISkggsFLlQm1TfomO17FoeyVuR/sC9YEj3DdhLP9O/SjdaCiAE1evsGj7Fu7FxdmUb9lyHFdXJx56qI5DQfi7tyPzpP1CCJFW6shMo7FoB9LlbkuIkq+2hzfn42NJduD5yoiJZJOJaynB8rS8rVIcJ8TGqMtHd2xFSbn30mi0VA5rYDMfcW4cmzaXiAlf2hZqNHQ+8z/cQ4Ly5BxCiNLBYLC9L9PHx6O5eQVj1ap2nzsdYeIPwPycrrFK7e5kSsRk8racO9lq/vT8vgGz+la0Oi11mlfl6D9nUtYNQDTgRcXAs5Y2pZm21FCvns26a6Xg/GqtEEIIIQqABNKFKOase8umSk5KJjHe8gJH6ySpAkuS1Bd5SR7uBXbOWxcv8PN7E+1uW/jmayiKonbgcPX05MXZcwo1RWXM3Tus+fpzXD09SYgxv6gcOvs7PHx8C61Nec1Ja+4NfzPalee+vj+ldBdQjkMXz7P79CkeqF4j3XEbI46wMeJIuvJZs9Yxa9Y6/vhjOI880iDL8x8/fBoZkS6EyA+pfz/uXr1SyC3JioTShSjp6nv5UN/LJ+sdgUsJccy7fDbrHTEHzFOt/fYLm201729Bt1dHO97IDCTdi00fRAcwGom/cE0C6UKIbIm7F2mzfuP8OfA3Xx/vlss8M0+7OvX4+2jK6G2rNOc6562kBtK1imVKQr3JnbPHKtG4Rg2UmBgSEiyvr/MlS7oCKPY7k1epX0ENpJvKlSPixm42bUli9XeOZ+mr//WkvGilECXL1avwzTcwdCgES2cTIUTRJoF0IYq5uDjLmOTUXsBajUJcrCWQ7hfgW9DNEvko2mB+wNQmJdmUn9q7mwceeyJfzhkbFQmAk6sr5WvUwiewLIc2rlO3W2dBSIiJwWBILtRAekjd+lyMOKIG0QHuXrtaogLpjSpH8nKHU5y8bk4jt+5wEOAOeAMxXEv5maV6pnkrDEYjUfG2I9G1ZU2YdEb27TvHrVsxXL8e5dD5K1YpT+SdU7n/RoQQQgghShlnNzdaPd2bS8ci1LLYyEhuXTyv3nfnlv5udJ7UI4QQAEkJttk2kvWJKCk512/4eLMv6jam7TuoULM2wWk6dI99tIcaSLdmsMrZrth0UFQ4fq4KdV/tC4DmkmW//AikGwyWDuLOrravyv2DfXB3griU1y97+rxFp7Vf4HVlN6fvOFa/Z42QvGqqECXH1avwzjvw2GMSSBdCFHkSSBeiBFFv/XOYVksUD+Vd3Dgbn7738/WzpzEZjWpqyPzgE1iOJ8ea53O0DqQXJXUfbEu7ZwfyxQvP2ZQbDUU7RXB2aTXw+XMH1HWXAU+QbNDQJLQq/55LP4ozNCCQ95/pm648uWM0lDHSo8csVq065PD5TfkyFEAIIcDLP0BdjouKwt3HsdGgBcGoT+LQmE9JvHabRM9yUMW/sJskhCimHnjsCZtOsCd272TF55/k+Xk0ri54VqvAvf/O5HndQojSo2xoVZv1A+vW4BQUhKFmTQBW3bqG0/VLOP20kNd++NVmX731JOcO8ipjGTRi/SifH6ndk/SK+hqtQuX08537Vy1H3PHrAFzbfZSE67fh/HnwquRQ/VqdZIkUQgghirP8i7YIIQqMBtuAlq+xqKdCFfnFJGlmMySB37xlMBgBBW+u0JBfs9xfCCEc5eVnCU7vXfW/QmxJerd3HOTMF79w+fcNxF+9BZDjeUGFEKKgVB7wWGE3QQhRzNVu8SBNOne1KdNeu4bLTz+p60lt2mDy80t3bP2K9kdkW99DKYrV83qa1xpJSZZt+fFYb7Kq095tXZ0HLJ0I4keP5tDoT/Cs7lgQHcDJWe4VhRAl1/HjxwkKCiI6unhmQzp27BjNmzfH1dWVRo0aZVhW1G3atAlFUYiMjARg/vz5+Pr6FmqbClvz5s35/fff86QuCaQLUcwlR6X/I2VER3KkJT2zk69XQTZJFJDyNWoVdhOKLJ2TM25etr/3zm5uhdSaksmY8gajNqsKuSVCiOLgZFxM1jtZ0Tk7A+ZA+vw3RnJi906baUQKi1Gf/RFVQghR2KoNe4bmf3yMUxnvwm6KEKKY0up0hPcdQLkqtiPTdceP0+TUWasd04++Dg0sy99vvcP4x3rg4eyiljtb7WOT2l2rwWSyBJ9NBsu2fEntnmzCTYnM8ATlKttmILp7LQrX8oEO16+REelCFKoBAwagKAqKouDk5ESVKlUYO3YsCWmmrMjvNnTv3r3Azpdb4eHhjBw50qF9x48fz6uvvoqXV/GMP0yaNAkPDw+OHz/Ohg0bMizLqdDQUGbOnJkHLRVp/frrr9SuXRtXV1fCwsJYtcr2HfWECRMYN26c+g47NySQLkRxZ3UhSHIxvxgxKQoYLQ8aOk/3Am+WyH8hdevT553pDPrki8JuSpGj1eno//7HPPH6W2qZTudUiC0qeYwpI9I1mINKLhWCCrdBQogiKTollefFhDj+unXV4eP6T52hLt+5cpkVn3/CorfHFnow/fz8ojVCXgghsmJ0cyM2Ro9X66Y4B/gCoI/MXucmIYRIdf1s+mkiysTEoktKyvS4NrXr8t7TfagUYJnCJyyDrD6mZGOaUelWQfVs3grGxmT96ttoMqlD0e/tPWx3n0dfbKsu3wjvzLmLjo+81Ork9bsQha1z585cvXqVM2fO8Omnn/LNN98wadKkwm5WsXfhwgVWrFjBgAEDCrspOXb69GkefPBBKleujL+/f4Zl2aXX6/OymSKNHTt20Lt3bwYNGsT+/fvp3r073bt358iRI+o+Xbp0ITo6mtWrV+f6fPKXXIgSwOSeJlCuSXnIcHZOv7MoMW4lJWIsXx4nV9d8PY/RaODqqZPZOuby8WNcPPqfw19XThzH4MC8acl6PZeOH013/OWj/6G/ds1mX0/fMoQ2aIRnSorgq6dPcu3M6UIPwuQ3g9HcA/S/SxfYfPQ/Lt25na3jDx++hNFoZM+eM2zZcpx9+87Z/cxi7sUClpEDXg1q5rLlQoiSqJ1/WXV5V9QdIpMce5gsExRMuarVbMpunj/HrYsX8rR92XXp57/SlbllY0SSEEIUpOR69YgdMZJlX/zNstl/ExneAYCdj43kXoTMmS6EyL6HB7+UrsxkFYhOrlnT4Wdu6/FhimJ7jPWI9MREZ6tyx9s6bVoj6vi2Yu1S38zbYTUQxa9VY7v7+AZ6EVxGp67fuuP4SFYJpAtR+FxcXAgKCiIkJITu3bvToUMH1q1bp243Go1MmzaNKlWq4ObmRsOGDfntt9/U7Xfv3qVv374EBgbi5uZGjRo1mDdvnrr94sWL9OzZE19fX/z8/Hj88cc5d+4cAJMnT2bBggUsX75cHRm/adMmu+3MrB1Go5GKFSvy1Vdf2Ryzf/9+NBoN58+fByAyMpLBgwcTGBiIt7c37du35+DBg+r+kydPplGjRvzwww+Ehobi4+NDr1691NTsAwYMYPPmzXz22Wdqe1O/l7R++eUXGjZsSIUKFdSy1JTiK1asoFatWri7u/PUU08RFxfHggULCA0NpUyZMgwfPhyDwaAe98MPP9C0aVO8vLwICgqiT58+3LhxQ93+7rvvUr58eW7ftrzn7Nq1K+3atct0xPGcOXOoU6cOrq6u1K5dmy+//FLdpigK+/bt491330VRFCZPnmy3DODw4cO0b98eNzc3/P39eeGFF4iJsXROTc06MHXqVMqXL0+tWrUIDw/n/PnzjBo1Sv0s7Rk4cCDdunWzKUtKSqJs2bJ8//33QNa/o4746quvqFatGs7OztSqVYsffvhB3TZmzBibNsycORNFUVizZo1aVr16debMmZOtc+aXzz77jM6dO/P6669Tp04dpkyZQpMmTZg9e7a6j1ar5ZFHHmHJkiW5Pp8u612EEEWZ0WhMlzrLrXY5mz8gMndnyZL609x29xbb7t6itadvvp5v2y8/sXflcvO5NdZzmCkZPiAv/fC9bJ8nrF0HOg4cmuk+q7+exck9uzLdR9HYPqRqdeY/devnfQtA2z7Pcl+XR7PdvqLOYDT/bCIuLwQCefs325sEjSbz64Am5XP74osNbNt2goMHL6rbPvywJyNGPGyz/7XLN4BW6np0WctNs1xxhBCpgl3cGFG5Jp+dPwHAmltX6RVc2aFj+0yehj4+DpPJxJcvPg/AD2+N4ZGXR1I5rAFungWfOs45wBf9rUhcgvwJebUXx/ZdwKNaxQJvhxBCZCU5yUji00/blJnKW+7XoiPO4N64bkE3SwhRzNVv2546rVpjTDaw6ccFHP57PZhMJKc8dyd17MjhmCgaePnar8DqXdUJRaGcZYPNbiarp0qtYumImZ3srJMn3wfAWy9WptMTkRnud/I/DwxeZVAA13IZjzysF+rB7R+XoO/SBYM+GXQOvlZXJJAuRFFy5MgRduzYQeXKlufSadOmsWjRIr7++mtq1KjBli1b6NevH4GBgbRt25a3336biIgIVq9eTUBAAKdOnSI+Ph4wBzw7depEixYt2Lp1Kzqdjvfee4/OnTtz6NAhxowZw9GjR7l3754afPfz87Pbtqza0bt3b3788UdeesnSqWnx4sW0atVK/X6efvpp3NzcWL16NT4+PnzzzTc89NBDnDhxQj3v6dOnWbZsGStWrODu3bv07NmT6dOnM3XqVD777DNOnDhB/fr1effddwEIDLTfeXzr1q00bdo0XXlcXByzZs1iyZIlREdH88QTT9CjRw98fX1ZtWoVZ86c4cknn6RVq1Y888wz6uc4ZcoUatWqxY0bNxg9ejQDBgxQ03W/9dZbrFmzhsGDB/PHH3/wxRdfsGPHDg4ePKi+00xr8eLFTJw4kdmzZ9O4cWP279/PkCFD8PDw4LnnnuPq1at06NCBzp07M2bMGDw9PXnxxRfTlcXGxqo/4z179nDjxg0GDx7MsGHDmD9/vnq+DRs24O3trXbSCA4OpmHDhrzwwgsMGTLEbhsBBg8eTJs2bbh69SrBwcEArFixgri4OPXzyep3Iyt//PEHI0aMYObMmXTo0IEVK1bw/PPPU7FiRdq1a0fbtm2ZM2cOBoMBrVbL5s2bCQgIYNOmTXTu3JnLly9z+vRpwsPDMzyHp6dnpm3o168fX3/9tfqzGTo0izjA6tW0bt3a7radO3cyevRom7JOnTqxbNkym7L777+f6dOnZ3oeR0ggXYhizpBseYpIjjHgXAaS78bblLt75++IZVGwmnj7EWNIJiY5mTijgSiDZST3oY3rqdOqNS5ueZfOP+rGdXW5UYfO6nLbvgPYtCjlBrB8Bao1aUZSYiIX/juUrfoT4+OIvXvX5jwZt8XcE9HL3x8nF8vvtQmI1Sj46Jyo+6DtzUOTzl05tOEvYqOiSIiJJtKB8xRHfVteYNH2yoA39SuGYLB6w+Dt5s5T97fI9Pjnn3+QFSsOANgE0QHOnr2Vbn//sn7cvlGB1Jx7RmdL6nyNVl4UCCEsvHVOeGt13DMkczIuBpPJ5FAnP0VRcHH3ACCkTj0uHv0PgFVfzqRMcHme//CzfG23PeU6NufiT2uo+fqzRMl8l0KIIiwx0fKM0OShOvy74Sg6L3cC2jTh1pZ/bXcu4RmbhBB5S6tzQqtzQpeSBdFkMlH7zDmOVQ0F4G6SnjP79+Hp50fZylVsjk1KTFSXrXPSadKMSNdoLOsGA1RhS8q5st/ezILvCfEKQx5rxuTJ5kBNTGzG2ZP8H2wEiQvMK44G0cm6U7sQIv+tWLECT09PkpOTSUxMRKPRqCNXExMTef/991m/fj0tWpjfnVWtWpVt27bxzTff0LZtWy5cuEDjxo3VoHFoaKha988//4zRaGTOnDnqc+68efPw9fVl06ZNPPzww7i5uZGYmEhQUMbTIjrSjr59+/Lxxx9z4cIFKlWqhNFoZMmSJUyYMAGAbdu2sXv3bm7cuIGLiwsAM2bMYNmyZfz222+88MILgHlg3vz589V5zfv378+GDRuYOnUqPj4+ODs74+7unml7Ac6fP283kJ6UlKSOfgZ46qmn+OGHH7h+/Tqenp7UrVuXdu3a8ffff6uB4oEDB6rHV61alVmzZtGsWTNiYmLw9PREq9WyaNEiGjVqxLhx45g1axZz5syhUqVKGbZv0qRJfPzxxzzxxBMAVKlShYiICL755huee+45goKC0Ol0eHp6qt+rp6dnurLvvvuOhIQEFi5ciIeH+R3F7NmzefTRR/nggw8oV87cLczDw4M5c+bgbJUlWKvVqqPsM9KyZUt1hPjYsWMB8+/Q008/jaenp0O/G1mZMWMGAwYM4OWXXwZg9OjR/PPPP8yYMYN27drRunVroqOj2b9/P/fddx9btmzh9ddfVwPTmzZtokKFClSvXj3Dcxw4cCDTNnh7e6vLjz32GA888ECm+1tnOkjr2rVr6ueeqly5clxLk7G2fPnyXLx4EaPRmGGHC0dIIF2IEkQfmYR7iFthN0Pkszqe3tTx9Gbr3ZtsunPDZtvGBXOIunmdtr2fzfPztn92EGHhD6nrTTo9QpNOj+S63qPbt7L661nZOqbjwBcJbdBIXU8C1ng50Tk6ibQzoTfu2IXGHbuw4/ef+WdZ9lLeFCdTnjrCou2V0Wq0HJz2SbaP79atEc8+25KFC3eoZTqdluRkg939TSlvI1JTu6e+Ggh7sEa2zy2EKPmeCgph7uWzAFxNTKC8a/buV7oOG8WmxQs4tmMrAHevXsnzNgohRImUlERw1UDYcJT4mETu1KiP4fR1Em7cwXD0XGG3TghRjCkpT4Emk4lyt+9y6vZNkps1I+5eFMs+MY/+Gv3DrzbHWE9NV66sNxkxGqyCz/pEXsYcJDAkzCK7r7OtU7enFRNt2zEyKTnjqLuzrxeVhzzByZvZGBaPZIkUoiho164dX331FbGxsXz66afodDqefPJJAE6dOkVcXBwdO3a0OUav19O4sXm6h5deeoknn3ySf//9l4cffpju3bvTsmVLAA4ePMipU6fUoHSqhIQETp8+7XAbHWlHo0aNqFOnDj/++CPjxo1j8+bN3Lhxg6dTshAdPHiQmJiYdPN6x8fH27QlNDTUpr3BwcE2adQdFR8fj6udKUfd3d3VIDqYA5yhoaE2I5bLlStnc859+/YxefJkDh48yN27d9VsuxcuXKBuXXMWpapVqzJjxgyGDh3KM888Q58+fTJsW2xsLKdPn2bQoEE2o8GTk5Px8fHJ1vd59OhRGjZsqAbRAVq1aoXRaOT48eNqQDcsLMwmiJ4dgwcP5ttvv2Xs2LFcv36d1atXs3HjRsCx3w1HvofUjhTW38Nnn5kHKPj6+tKwYUM2bdqEs7Mzzs7OvPDCC0yaNImYmBg2b96cZcA+syB7Wl5eXun+n8kPbm5uGI1GEhMTcXPLedxMAulCFHPW80alMpqcOH3cw87eojQ4d/BAvgTShbBmeRmR8q+8HBBCZKKCqyVTSoLRfgedzLh7+/DIS8Np0f0p5o0dgdYpbbcpIYQoGmIMyfx89QIAHlotHfyDcNUWQgaLDOJG0SFV0XR24uCrH2L09IQxYwq2XUKIEiN16rc9K5YREFIJGoQBsNegx7VKFbRnz2Z6fP/+rdiXEkNR0ly0rNeURMt85MaERCB7Gfji4xKz3ilFxQqZv9R3c5LnXiGKIw8PDzXIN3fuXBo2bMj333/PoEGD1HmuV65cmW4EbOqo7i5dunD+/HlWrVrFunXreOihh3jllVeYMWMGMTEx3HfffSxevDjdeTNKiW6PI+0A6Nu3rxpI//HHH+ncubMaOI+JiSE4ONjuHOy+vr7qslOa52lFUTKdZzwjAQEB3L17N125vfozO2dq6vROnTqxePFiAgMDuXDhAp06dUKvt80UsmXLFrRaLefOnSM5ORldBhlCUj/P7777Lt3IZ20+3ZtbB9qz69lnn2XcuHHs3LmTHTt2UKVKFTWtuaO/G7kVHh7Opk2bcHFxoW3btvj5+VGnTh22bdvG5s2bee211zI9viBTuwcFBXH9um3W2evXr6cb+X/nzh08PDxyFUQHCaQLUezdvGa5WDo5JanL016vy7Cxmc8lLYQQOWUypY5El1SgQgjHlHN25bo+IesdM1GUAuhy9RNCWHPXml+vJJtMnIiLVssruXlkPFdwITGlHSkjHSKFEDkQGxmpLt+6eAGlWlV1Xd+2LW5nz2Y6pY+Hh9XLf6Ut8Ipl3WrQiHU6d3uDSbKSUZY1a0pUFCYfH7TazOt38/eGK+mDRkKI4kOj0fDmm28yevRo+vTpQ926dXFxceHChQuZjrgNDAzkueee47nnnqN169a8/vrrzJgxgyZNmvDzzz9TtmxZm9TV1pydnTEYMr8WOdqOPn36MGHCBPbt28dvv/2mBiYBmjRpwrVr19DpdDbp57PLkfYCNG7cmIiIiByfJ9WxY8e4ffs206dPJyQkBIC9e/em2+/nn39m6dKlbNq0iZ49ezJlyhTeeecdu3WWK1eO8uXLc+bMGfr27Zur9tWpU4f58+cTGxurBsu3b9+ORqOhVq1amR7r6Gfp7+9P9+7dmTdvHjt37uT5559Xtzn6u5HV97B9+3aee+45tWz79u3qaH+Atm3bMnfuXHQ6HZ07m6d3DQ8P56effuLEiROZzo8OBZvavUWLFmzYsIGRI0eqZevWrVNT36c6cuSIw6P2MyOBdCFKEO8y9zDgn65c3osIIfJaTnqqCiFEXjEkJbF44jh6vjnZJkVoQZEUnUKItPycnOlfPpS7SeZRM7ujbnNDn4ixCM4/7h4SRONvJqA3wO4bllGlQgiRHZo0I/qctm/H6O+PISwMUrYZkpLUudQBEq3u27actYz+tr4KaTDYBMytHz1zdE3NJPgedScKLYnqizMnn8xH0/k2qQ2Hd2a/DUKIIuXpp5/m9ddf54svvmDMmDGMGTOGUaNGYTQaefDBB4mKimL79u14e3vz3HPPMXHiRO677z7q1atHYmIiK1asoE6dOoB5hPhHH33E448/zrvvvkvFihU5f/48S5cuZezYsVSsWJHQ0FDWrl3L8ePH8ff3x8fHJ90IbS8vryzbAea07C1btmTQoEEYDAYee+wxtY4OHTrQokULunfvzocffkjNmjW5cuUKK1eupEePHnbnM7cnNDSUXbt2ce7cOTw9PfHz87M7v3SnTp0YPHgwBoMhV6O8K1WqhLOzM59//jkvvvgiR44cYcqUKTb7XLp0iZdeeokPPviABx98kHnz5tGtWze6dOlC8+bN7db7zjvvMHz4cHx8fOjcuTOJiYns3buXu3fvMnr0aIfb17dvXyZNmsRzzz3H5MmTuXnzJq+++ir9+/dPN093WqGhoWzZsoVevXrh4uJCQEBAhvsOHjyYbt26YTAYbALejv5uZOb111+nZ8+eNG7cmA4dOvDnn3+ydOlS1q9fr+7Tpk0boqOjWbFiBdOnm6doCQ8P56mnniI4OJiaNWtmeo6CTO0+YsQI2rZty8cff0zXrl1ZsmQJe/fu5dtvv7XZb+vWrTz88MM5Pk8qh2ZX12q1BfKVURoGIYRj5PWHyKnYyLtE3rhO5I3rJMTGApCUkEBCbAxJibkbPZgdJpOJ+OhoYu7eUefgToiNIT7GPKqnINtSkiQbFM7c8OBapG26nwS9hjPnPYmKynyE57178Zw5c5MzZ24SH29+OWwymgAPZEymEKIguXl74+Zl7sV8/exp5o8bSWxkwY0KMtl5eStBdSFEqlA3Dxp7l6Gxdxl8dDnLoJGs16v35alfUedvEHXmJknZSE+cGSdfT6oM7k6lvp3zpD4hROkUsW2zzbqSlITuyBEATO7m9OumNB2wXRLsP9Nbzymr8bd9sb5r+4PqssmxV9lpZDwXu8FoRINlpKCzb+Yv9b38Mg+0CyGKB51Ox7Bhw/jwww+JjY1lypQpvP3220ybNo06derQuXNnVq5cSZUqVQDzNWr8+PE0aNCANm3aoNVqWbJkCWCeD3zLli1UqlSJJ554gjp16jBo0CASEhLUEbhDhgyhVq1aNG3alMDAQLZv3263XVm1I1Xfvn05ePAgPXr0sElZrSgKq1atok2bNjz//PPUrFmTXr16cf78+SwDvtbGjBmDVqulbt26app1e7p06YJOp7MJxuZEYGAg8+fP59dff6Vu3bpMnz6dGTNmqNtNJhMDBgzg/vvvZ9iwYYA5iP/SSy/Rr18/NfV5WoMHD2bOnDnMmzePsLAw2rZty/z589N9nllxd3dn7dq13Llzh2bNmvHUU0/x0EMPMXv27CyPfffddzl37hzVqlXLMtV/hw4dCA4OplOnTpQvX95mm6O/Gxnp3r07n332GTNmzKBevXp88803zJs3z2aUeZkyZQgLCyMwMJDatWsD5uC60WjM8Uj4/NKyZUt+/PFHvv32Wxo2bMhvv/3GsmXLqF+/vrrP5cuX2bFjh83o/pxyKHKdmobH3osjIUThOnboFB7OWe8nREYOb9rAuu8taYC0Oh312z7EwQ1rC7wt6+Z+w5FNGwAIbdCYlk8+w0/vvAlAj9fGc/fa1QJvU0nQ/v22bD9h7vH4zaC9DA4/R1KyQr03OnHulgeursns27c0w+MXL97J4sXmXvcVKpTh7+O/YDB4A3NR+My8kwSShBAFwMnZhUEfz+bLl57HaDAQffs237z6AuH9BtCkU9eCbYw8Ggkh8sH1s6eZ+9owu9tcAzwZcGw6zl7Zy8Th5eeOu7crcfekU6oQIu880P1Jdi373e42k78/hsqVMZqMmIxGIm9cx7dckN19AfoMGaIuJ92x7TRkPZ2Y0ZiTG7CsOiGZMKUGorLI0OHm6cKDPRqz7Y/9OWiHEKIwzJ8/3275uHHjGDdunLo+YsQIRowYYXffCRMmMGHChAzPERQUxIIFCzLcHhgYyF9//ZVlWxVFybQdqV566SVeeuklu9u8vLyYNWsWs2bNsrt98uTJTJ482aZs5MiRNimya9asyc6dWWff0Ol0vPnmm3zyySd06tQJgAEDBjBgwIAsz5n259K7d2969+5tU2Ydj7QXrM/s+0zVp08f+vTpk+F2e+nI7ZWFhYWxcePGDOvJ6PesefPmHDx4MNM2poqNjeXu3bsMGjQo3basfjfCw8NtPi97P4fMfm9Spf3e/fz8imxW0qeffpqnn346w+2zZs1iwIABVKxYMdfncrgbn6NBdEVRHBqVkbqfjOAQInfu3rKMwgoISp/WHWSklMjcjXNnAHNaNkVRMCQn2wTRFUXBOyCQkLr18r0tqUF0gHOH9nPr0gVMRvOD9+l/LXPjlKtaLd/bUpLsO1tGXd5/zrx8J9aZc7fM8/okJOg4erQM3bo1JjDQC09PF0JC/Pjww55UqFAGT08XPD3No9kvX77L7RuRGAyVUmqUSJIQIntOxcXkKtWxs5sbL37xPT5lLT3qNy2az9HtW7ly6kReNFEIIQpccPWalAkuj5Ora/qvlHmEE27FEH3pTrbrdnLW0ePV9rTv1Syvmy2EKMW8/dOPrNNeuqQuG4OCMBlN/L1oHvNeH86+VX86XLcpgzWjISf3kJmnG1YUI6SkWHbk9VmV+hWotHmFbc55IYQopYYOHaqmBBc5YzQauXHjBlOmTMHX19cmXb/IubJly6abIiCnHBqRfvbs2Sz32b9/Py+88AK3bt3CycmJzp0706VLF+rVq4e/vz8uLi5ER0dz9uxZdu/eza+//sqZM2dQFIVevXoxZcoUSe0uRC55ernDvcJuhShoaTtKaHQ5m5Pmgcee5OKx/7h09D+b8tAGjegx5s0cty+vefr54+aZ8zlURMYef7wxjz/e2KbslVceUpd9fF4iISEJSD8SQPrrCCGykjrAZ1fUbYwmE50Dg3Ncl6uHB4M+ns2JPf+wYtbHAKz+2twTva1LXxq+1i7X7c2adCQSQuQdLz9/nv/wM7vbkjtG82294STctp+20hEajQaN1jyWIvJGdA5HdQohhEWCnVS6Smws5WPiuOJpSe1+YN0aALb9+iOuzw/M9nkUxRKwNhkdf/D04Ca1Wc0hnsp0Pydtkrrs6evuUN1hU4dx5b1fSL7//kz3q9dCBgEIIUo2nU7HW2+9VdjNKNYuXLhAlSpVqFixIvPnz5c4aR557bXX8qwuh34ilStXznT7hg0b6N27N3q9nnbt2vHdd99RtWpVu/s2atSIHj168P777zNnzhxGjhzJzz//zK1bt1izZk32vwMhSrlkO+9SvLhBGc4XfGNEodDqdLR8shc7fjfPzVOxdt1CblHeObp9i7p86XhEIbZEpGMyASYeJPMUSkIIkap1mUB+uXYRgD337vBwQBCaXPbCqdH0AZp07srtSxc5f+QQAJvfXEz1vk3wCPLJdZszJL2HhBCFZM+0FQQ2CKHxqE5qYNxRWidLh9vr52/jGyhz/Qohcq7Rw53Z+vOidOUJsTHg6U5y3bqsv3cb/UMP4bRzJ8b4eIfrdsIyFYXGZkS6wd7udg2lPcEcoTI7gcEZ7mcdqFccvK76PVAfz0PjiMwokH4nkv6f9nO4rUIIIUqv0NBQmVa7iMveU5cd169fp1evXuj1ejp27MjatWszDKJbUxSFIUOGsHLlSjQaDRs2bJCeK0LkgHL4irqsdbfMlTeEzoXRHFFImnd/Up0b1snZJU/rzs6Dam7ER6dPp3Ax4oi6fPuSOfji4uZYD3GRv0wmE2U5ij/mrDUaF+dCbpEQoqir5eHNoAqW54QLCXG5rlNRFML7DuDJN97mqXET1fKIBdtyXbcQQhQlqfOin/h5N9vf+p2rO05lu46ACpbpfvTx+jxrmxCidHJydqHfex+mK0+4fQsAY+XKHEiIJal1a5KaNDF3xnawM6JBsbzXULAeke54oCEY8/uEBvya6X7Wc7BrtI5n+Ks9olfGG11dM94mhBBCiGIl14H0OXPmcPv2bRRF4euvv8522oHw8HD69++PyWTiyy+/JC4u9y/UhChNtEqyuuzTsKbdfWSOdJEbjTs9UiDnSdbbvszzLRdE8+5PERb+EGHhD9G8+1M07/E0nV8cViDtEZkzGk04E6uul2lacjIhCCHyT5CL5aXirsjbeVp3pXphuLibO1vtnPgHPzV/lyUt3+P4kl15ep5U0mFcCFGQOi96gfvfehT3lGwbSbGJ2a5Do1EoW8kvr5smhCjFylauwrPTPiGwcqhaZlq9GqcNG3DatIlyWvPc46lzkDvGBFjeD2gVy3KSPvtT2VkH4u3RKFaDB7Lx+qzasGdAb79TkiaLcwohhBCi+Mh1IH3ZsmUA1K1bl9DQ0BzV0a1bNwBiYmLYuHFjbpskRKmlzo0tgfNSxWgyYczh23yj0YDRmPkDnrd/YI7qzq6030Grp3vT8sln6DjoRToOepGWTz5Dyyd6Ui4066wnmZ7HaMSQnFRiU+YkJGlZd7isTVmy1TxyBqOCPllBn2x7C5CcrMFgcHB0gMGAyWT5vblDZbQebrlotRCitNAoCs19/AE4ERed5/U/Pnqcunxz/wVu7DvH2ue+4+KmY3lSv0HRED94MJcTnS0jouS2SwhRAIKaVaX5xMfxLO+bbpvJZMJosB6xacSYlJxuPyGEyA8BFUPo/95HlAkuD4AmOhrnrVtx3rQJ/+SUIHXKSG+HnsKV68AYu5sM+XBpUxSrEekax2/sNM5OOOvs7+/iJc/HQmQqOBgmTTL/K4QQRVyuA+nnz59HURQCA3MeaLE+9sKFC7ltkhClimLnpt1Qowb6du0KoTWiMByIjuSjs8eI8sreHId3r17h61eGcPjv9fnUsuyJvHbVZl3R5PpPlF2HNq7js+f7sPDN1zAkl8wXjJ0/bMOlO+YH9//9G0yywfJZfvd3Vdyef5LQkV1tjunV6yEqVuxDRIRvlvU/WCN9Crvje87lqs1CiNKjmrvl79XOyFt5WnfFWnXov/19Hls+grYz+6jlf3SakScdqCJ9y2GsWJELCS6c2Hc+1/UJIURubXltCZ+7DmG2+wsc+uZvEu7GMq/mOP6a8FNhN00IUcrcu3UzXdmJ3TsBSHrwQfRt2jhcl/WbLg2WEePW85k7Lqt7QKs6s5HaHcAj2H6WD+cyXtmqR4hSJzgYJk+WQLoQoljIdZQiNtac1vXixYs5ruPSpUvp6hNCOEbrarnJt57zLrlZs8JojihAFV3c0KZkH9CbjER5mx/U7t2+xbUzpzFlMdL86plTJMSYRwNqnZwIrlGTkNr10u3nU7ZcHrfcVtnQKji72fbWdnH3oFzlKnl6nuAaNdFaTT9y+9JFom/nbQCnMAX7Jtis7zvrC8CmCMvodI2S+QuEO3dc2bWrbIbb27atZbfc28eAu7c5XbPOOfup9oQQpUsVNw91ef3t63lef5lqQYR2DqPhS+1p+6klmL7r3eW5rtspOfuplIUQIj8dmG3pFLv9rd+5/d9lYi7ewZQ6YCFb6ZSFECLnWj/TL12Z1mrAlKF6dUzZDFSDbfDcOvuGw8dnEUjXWNWvyWaGx8bt66DRamjYtiZlynmr5S0fa5i9RgohhBCiyMrehOZ2VKhQgVOnTnH69GkOHDhAo0aNsl3HkiVLbOoTQmRf8r1EypTzJvHsbVyq+NtskznSS6Yq7p68HlqblTevcDgmSs3of2zHVo7t2MqDPftw/6M9sqynYp169BgzHidnF0LDGnJfl24YjUZMJiMubu5ocvCgmx3+FSry4hffq3Oka3U6NFoNWl3evvSr0qAxL38zH0NSMt+NfJGkhISsDypGnHQm9At+I2zcwxy/6p1u+5hHjjP5yf9ITLL9eXo8fodonZY+fdqzbl3FTM+xfPkIOnf+mE1pUiR7+xqIS/kFDKoSkMvvRAhR0imKQv/yofxw5RyafM6L3uCldmwe9SMAR+Zupfmk7rmq71ZgZXXZ3dsVk8lEhWoZd0ASQoiClBRtub/VurlgAFo8aj+YYzAY0ccnAVBCZzwSQhSwsLbt2bRonk2Z7r//QKMh8cknAbgd5FhHfev3WNYj0uNjHO/UaHJywlihAtoLmXfctA6kZ/fWtEL1svR6ozNarYYGbWqSpE9Gq9OgyacMe0IIIYQoeLkOpHfo0IFTp04BMHDgQP7++298fHwcPn7hwoX8+eefAGg0GtpJOmohcsj89sOUnJM0V6K4ctJo0KU8YAaEVEZTpRr3bt0gPjqayBvXuX7uDOePHFL39yzjR50WD9qkTddqtTg5u6jraUeHFwSdkxO6Ahgt4+TsgpOzC0omT8dGo4FjO7YRE3nX5rg6rVrj6pG99PkFTasBP4+kDLaZcHM24uZse41IVsDbOwknp6yvHYqi4OvrnidtFUKUbv5OzgAYHZspM8cURaHLjy+yus/XxF2LIvZqJB7BvjmuL8nZVV1+ckSHPGihEKKkOxkXQ2wGk/pqFIVaHt74pVwT81TKM0LaTtWGlOfF7csO5P05hRClmpOrq/0NSeZnVGOlSo5VpNg+sSsYMaQcq8tGh/vEZ57BUL06Tps3Z346q/vRnAxE0Wot71ecnHP9ql0IIYQQRUyu/7oPHTqU7777DqPRyMGDB2nevDmzZ8/moYceyvS4e/fuMWXKFD799FPAfKPy+OOPEyzzYgiRO1mkbhYll5efP13enc6u5b+z/Tdzpo//zfwoXfpyzzJ+VKpbvzCaWCxcOhrBmm9mpyuPi4qk1dO9C6FFQghR8ugUywvHywlxVHDNv046lTpapi2JvxWdq0C6S0IMia6eeOvsB8WEECJV6nXuWOw9jsXey3C/03Ex9Csfmifn1LpmHWDS6mSUpBCigCXZ7+ztKCfnJBIGDgRAd8/xwSOG6tXNp89i6sOGyq85b5wQQgghSrxcB9IbNmzIm2++yZQpU1AUhePHj/Pwww9To0YNHn74YerXr4+/vz/Ozs5ER0dz7tw5du/ezbp160hISMCUkkMsMDCQ2bPTBy6EENmj1ZasdNUidxJjYwGo0ewBLh07Snz0PbVM2JcQGwOAu48PVRo24cb5s9w8f44E+dyEECLPuFlNGzL38lnGhNbCTZs/I3hcvN1wD/Ih7lpUrutSbtyESp6U0Rmy3lkIUaq1LhOIm1aLIYO86dHJSZyJjyXekHfXk4pta2W5z4M9GhOx8zRJiQZOH7yYZ+cWQggA/woh3L5se23RnjuXqzqdnS2BeJMpZ9MC7d8VSeMHfNOVG2JieVh5hzheB2RqRCFKA71ej7NzPmQDEkKUWHnSFfmdd95h7NixmEwmFEXBZDJx8uRJvvjiC1566SV69uxJ9+7d6d+/P2+//TZ//vkn8fHx6vEhISFs2rSJoKCgvGiOEKWaosiLXZFe62f6UUYyfmRLmaDydBryMtWaZN57vfQaVNgNEEIUc3U8vNXlry6eLpBz/q/7LOJuZDwyNCtaV/MLl+SYuLxqkhCihCrn4krXwPI8VraC3a8HfPzz/JxaB1IKe3i70axTfVo+1pCqYRXyvA1CiNLNt1z6d7uKwYD2+PEc16lYzWH+zdePs2dPQHYr4Oxx+/dupkR9jtslhCgewsPDGTZsGCNHjiQgIIBOnTpx5MgRunTpgqenJ+XKlaN///7cunXL5pjhw4czduxY/Pz8CAoKYvLkyTb1XrhwgccffxxPT0+8vb3p2bMn169fV7cPGDCA7t272xwzcuRIwsPDs3WeyMhIhg4dSrly5XB1daV+/fqsWLFC3b5t2zZat26Nm5sbISEhDB8+nFgZDCREnsqzYR/Tp0+nY8eOjBgxgoiICHWkearUALs1JycnhgwZwtSpU/H29kYIkX23b9whiPKF3QxRjKz97gs2/7iAe7duFnZTCt3cMa/i7u1jU5acVDIepAd8cz+uTgaiE7L3p/7FF1tz544L33xTh/h4He7uSXzzzTbCw6+m2fMVYE+etVcIUfo8XrYC587HEm80EGtI5pY+kQBnl3w5l1eIH3HXooi5dJc5IaN5ZvtblGtaJcvjUjsKp1I05n7Izr5e+dJOIYTIC4mPP05y+YqF3QwhRCmksco6lOl+587hWaUccbsOY6hWDZO/beci63HhGpsBIyZGjWrBtm1/Ot4oRVHv4ewxpdzryWB0IbLHZDKRlMupG3LKyckpWxkkFixYwEsvvcT27duJjIykffv2DB48mE8//ZT4+HjeeOMNevbsycaNG22OGT16NLt27WLnzp0MGDCAVq1a0bFjR4xGoxpE37x5M8nJybzyyis888wzbNq0KVvfS1bn6dKlC9HR0SxatIhq1aoRERGBNuVae/r0aTp37sx7773H3LlzuXnzJsOGDWPYsGHMmzcvW+0QQmQsT/MnPvTQQxw5coQdO3awbNky9uzZw6lTp7h79y56vR5vb2/Kli1L48aNad26NT179sTPzy8vmyBEqaOkzjGa0k9Fp3PsoUWUfNG3b2HC0oEpoGIlrpw4jj4+Hr1VVhD/iiGF0bwiI+6e/VS/ARUrFXBL8kbdilHsPOXPvXgn7sU7WZVnPgKzXr27rFpl/p7ffPN+qy1uLFtWWQ2k161bnmXL/s3zdgshSh8njYaRoTWZduYoABcSYvMtkN59xSh+a/8Bt/+7DMDPraby7H9T8a1eLsNjEq7f5u/7n6XSs12pN+Vl9HeiMOrNL4oUXf6koRdCiNwyGCG5cWN13SfAoxBbI4QobRo+9DAn9/yTrlxz4waGWpbpJ5x27qSOLogjqzaT1Lgx+scfz7BOrdZqXnQTHDvmm71GKQpxMfbflZlMJhIGD07dMXv1ClHKJSUlMW3atEI59/jx47OVnr1GjRp8+OGHALz33ns0btyY999/X90+d+5cQkJCOHHiBDVr1gSgQYMGTJo0ST1+9uzZbNiwgY4dO7JhwwYOHz7M2bNnCQkxv1dduHAh9erVY8+ePTRr5nh2y8zOs379enbv3s3Ro0fVdlWtWlU9dtq0afTt25eRI0eqx8+aNYu2bdvy1Vdf4erq6nA7hBAZy5c3QC1btqRly5b5UbUQIq2U+3xFY15w93RDko0KgPOHD9qsP/TcYBo//AiLJryOITkZgAo1a9O2z3OF0bxC9fjoN/j1/ckA6Jyd6T35fZvtGo0Wv/LFM9Xl18//y8jOJzEYLS8BvFyTCQ3M/MowZcpetm4N4p9/LEElrdaIwWDbc3/ixMd5uF9vHm2RCLmfblgIUcrpFA2hrh6cS4hl5c2rVHf3wlvnlPWB2eTi606ffZPZ9e5ydr9vToN3fe+5TAPpJz5aSPyl6xx/fy5BXVqxJfwFErt3h/IyYkkIUXTU6d+Soz/ssLvtsZfC8QnwLOAWCSFKs4p16uJRpgyxd+/alDtt2EByWBgmX1+1zD3IfnZSP08Xm5C2E9es1kwYjdm/EUtOsj8iPTnJoLYpqEreT7khhCga7rvvPnX54MGD/P3333h6pr9HOn36tE0g3VpwcDA3btwA4OjRo4SEhKhBdIC6devi6+vL0aNHsx1Iz+g8Bw4coGLFimqb0jp48CCHDh1i8eLFapnJZMJoNHL27Fnq1KnjcDuEEBmToRRCFHNOBpkTXdiqVL8B239bkq5c0Wjwr1ARRaMFzIH0MuUrZCsVUkmh1Vr+/CkaDYEhlbM85tzhAxgNBrup6kxGIxeP/kdiXByhYQ1xKsQenxoN1K0Qne3jFAVq1oyyCaTb+9VQFIWqNUPQ6bT4cjE3TRVCCAAaePlyLsE8h9v+e3dp61c2X86jKArNJ3Xn4t9HubrTgTnZjZbRT1EHT2KyvufSlL6/nUKIokV/Lz7Lfdy88ifLhxBCZESj0fLCzK85tHEdGxbMUcsVQHPrFgarQLrJkJJBL81UoM5ebpQpY8mmYVRiLBuVHATSXVzwdGBG0Yf6PJC9eoUo5ZycnBg/fnyhnTs7PDws15SYmBgeffRRPvjgg3T7BQcHZ3gORVEwWj0jZkWj0aSb6theKvzMzuPm5pbpOWJiYhg6dCjDhw9Pt61SpeKZaVOIokgC6UIUc1XjjwNhamp3GSIlgqvV4ImxE1j64XtqmXXwV5GX/yhaS2/0rOZw02jM26NuXOf4Pzuo06p1un0uRBzh9w+mAHBfl0dp2+fZPGxt0WQ0Qi/M36cxKbmQWyOEKM4aevuy8uYVDJi4lJD/eXV0bg6mAMzsnkrut4QQhSQ5wfwCdv/n66nZ8/4s9hZCiIKnaDQ07NCJqFs32btyuWWDdQDKaOTUH/vMy2kCTclOrgQGelnq4zpg7vCtUUxoNY4HsgAwGLh7KxbIfMR5aRxkIERuKIqSrfTqRUWTJk34/fffCQ0NRZfDKbvq1KnDxYsXuXjxojoqPSIigsjISOrWrQtAYGAgR44csTnuwIED2eoE0KBBAy5dumSTcj7t9xIREUH16tVz9H0IIRxjP6+NEKLYiNX4mhdS5kb3qFI801GLvFWhVm3qtWlHpXphNO36OF7+Aeo2jcZy6S+tj4nlQqvSoH1HKtULo3XPvpnuW7vlg+pybORdu/tYl2e0T0ljNIIB8wNT6KDuhdsYIUSxVydlmFBCNnr4FyZ50SqEKCz+9czPey7emY9QEkKIwtas62M4W42mdNqxA+3Jk+j270d77hx3j121e1y8mw89ujexFCh/WxYVI+3a2T8uQxoNyXdis3eMEKLEeuWVV7hz5w69e/dmz549nD59mrVr1/L8889jcDDza4cOHQgLC6Nv3778+++/7N69m2effZa2bdvStGlTANq3b8/evXtZuHAhJ0+eZNKkSekC61lp27Ytbdq04cknn2TdunWcPXuW1atXs2bNGgDeeOMNduzYwbBhwzhw4AAnT55k+fLlDBs2LHsfihAiUxJIF6KYU1J67ipO5kC6s79PYTZHFBFOzi50GvIyT42bSJte/Wxf+MvLfzRaLR2ef4Gnxk2kQfuOme7rW7YcdVq1KaCWFR8mk+X3KKRXp0JsiRCiJPB3MnfMuZKYdariIkH+lgohCkmVRxpkvZMQQhQBbl7eDPt2Id2GjQZAe+4crosX47J8OYpVemMlISHdsYfPWka5arBMXaYoJv78szJz5tRyvCGKwtUD6dMpCyFKp/Lly7N9+3YMBgMPP/wwYWFhjBw5El9fX5vBR5lRFIXly5dTpkwZ2rRpQ4cOHahatSo///yzuk+nTp14++23GTt2LM2aNSM6Oppnn81+Bsvff/+dZs2a0bt3b+rWrcvYsWPVgH+DBg3YvHkzJ06coHXr1jRu3JiJEydSvnz5bJ9HCJGxPE/tvnr1apYvX86ePXu4fPkyUVFR6PV6h45VFIXk5LxLD3vz5k327t3Lnj171H+vXbumbp83bx4DBgzIUd1nzpxh/vz5rFy5kgsXLhATE0P58uVp0KABffv2pUePHmizSBdckPWKkkvja57jRV7niu13b/FgmcAs93P0plCkt2XJD2xZ8gPlqlS1KY+PtjzYnz20nzXfzKbTkJdRSshn/dtvVdm1qywBAQl8++1WNBXBZDVo9OaNGGKjiknwSwhRJHlapdT79doFupetiFMRvoYmR8uoJiFE4dv38RqO/rBDXb+05TgXk3yheXihtUkIIdLJYno57alTNKkJ+7ffxBRofqeR6OFrdbjleAXzg+grrzzIwIHHcfR2cdOasOy1WQhRYmzatCldWY0aNVi6dGm2jlm2bJnNeqVKlVi+fHm6/ay98847vPPOO7k6j5+fH3Pnzs2wjmbNmvHXX39l2g4hRO7kWSB9//799O/fn6NHj6plpjRz3BSUa9eu0bx5c86fP58v9c+cOZNx48aRmJhoU37mzBnOnDnDsmXLaNGiBYsXL6ZKlSqFXq8o2TR+ngAoTuYHCw9J8VfquKZ0rtGbjBhNJpuHTHusg7vWadZExrytUuMDXD97JsN9E2Njidi2maaPPEZASKX8blqeCgmJsVlv1eoamzeX5+ZNN27eNP+urFkTwiODbae3O3fGks7e3dOlQNoqhChZarp7sxJzms5jsdFMP3uUcs6u9AquhLfO8Tnk8lQmf09NDqb8E0KI/LR72gqbdX1UPHFV6qjrOp10whdCFD6Nknm0WzEY8D60B/cvVhI7eXL67Vb3ZBrF8q7ZYFDQaBx796xgwN5r8EJ6dS2EEEKIYiRPAum7du2iffv2JCQkpAuep97sZFRub1tuJSQk5FsQfcqUKUycOFFd12g01K1bFz8/P06ePMnVq+YXgDt37qRNmzbs2bOHoKCgQqtXlAIG8/8/hljzv00frkul2kEYko1E3YqmRpPKhdk6UQBa+ASwM/K2w/srVg+xTTp3y48mlTjNezxNhdp1WfrhewDc/2gPytesbbOPVqtFo9Pxv88+IjE2FlMxmefX2vjxB2jT5hrx8VrKlNHTrNlNdu0KJCrKmfffb8zu3WUxGBTAhNGY/u947ftDcZfOPEKIHPDU6Xg5pDpzL58lwWgOUl/XJ3A+PpYwL9/CbRxgIs2zTBEeLS+EKD1Myeb7zU4Lh+BbrSzxN6NZdcybqARo1akaGq1cq4QQhc+vfIUs99kzfWWG23r2vJ/LKcuKVSA9KUmDk5N0bhRCCCFE/sp1ID0pKYmePXsSH29O6Vq1alXeeustHnjgAV5++WW2bNmCoiicPXuW6OhoLl++zM6dO/nhhx84e/YsiqIwZMgQxo8fbzuHbx4JDAzkvvvuo2nTpjRr1ozHH388x3WtXbuWSZMmqestWrRg/vz51KxZEwCj0cgvv/zCkCFDiImJ4dKlSzz11FNs27atUOoVpUxKzE6r0xJc1ZwKq2LNcoXYIFFQssiSlo71y39J8+4YrU5HSJ266npw9RpUbdTE7r46J2cSieX6+bMkJmSc7ty/fAXcvLzzvK254eRkIjz8qk1Zy5Y3APj+e3PHgRs33IA4MBhw567Nvt4pGTKEECIn/J1dGBNai5tJiay8cYVLifEU1UFCiky1JITII9f0CRhMRrRZjNi0J7UzY/AD1fAONWdQcrp0DRKS8Q7M+j5Tye6DhBBC5IBf+QoM/vRL5ox6OUfHV6rkz+WUR09FsXRY1+u1uLs7Fkg34AJI0F0IIYQQ2ZfrQPqiRYu4ePEiiqJQq1Yttm/fTpkyZQBws0oZXLmyeVRs/fr16dSpExMnTuTjjz/mzTffZM6cOURHR/Pjjz/mtjmAed6IX3/9lWbNmqnnzS2TycQbb7yhPqjWqlWL9evX4+7uru6j0Wjo1asXAQEBdOzYEYDt27fzxx9/0KNHjwKtV5QmRfUVsyiyJHdZrmm0mfz5THkf+dd3X2Zah5uXFy/M+gZtYaUszqbUlHnvvHMfvUdvp2PyW5aN+dARTghROimKQllnV1w05kB1Yf7FyqyTr0/DmgXYEiFEiWR1ifnzxhW6l6uY/TpS7+tzeC9WtUFFLp+6SflqgTk6XgghHOWVZrq0DBmNpJv43CrZm0ZjWUlKyrwDkik+EcXNPPWYB7eAMo61QQghhBDCSq6HIq5atUpd/uSTT9QgepYn1mh4/fXXmTNnDiaTiZ9//pnZs2fntjkAeHt789RTT+VZEB1gzZo1HDx4UF3/7LPPbILd1jp06MAzzzyjrk+fPr3A6xVCiIyUq1K1sJtQLGl1TjTp3JXQBo2paDU6Pa0mnbriV74CZYLL2/8KCgYgPjoafXxCQTU/15577oS6fPe2E34myzzxOk9J5y6EyFtqTKiIdf5yCzFn+9F52b9fF0IIR4W4Wq4jd5P0uaorp30ag0IDeHp0R1o93ihX5xdCiKzkJgup0eZ20LKS5WxqVsc5uyVluY8QQgghhD25HpG+b98+AHx8fOjcuXO2j3/uuedYtGgRGzZsYNq0abzyyiv5kuI9t37//Xd1uUqVKjz88MOZ7j906FB+/vlnAPbs2cOlS5eoWDF9D/P8qleUJua7/iL4v40ooho//Ain/91b2M0olsL7Dshyn2ZdH6dZ14ynETEZjXz63DMZbi+quna9iKtrMgkJ5luH1PcN1d8fTyRyARJC5C01jp6P59j9/p9UfbQRTh4uGTRCrm1CiPzjotHydFAIv167mOM61L5Gcr0SQpQUdq5n1v0qFZtAuuPXvqAym4CeuWiYEEIIIUqrXI9Iv3XrFoqiULt27XTbtFZzB6bOoW5P7969Abh27VqRnfd75cqV6nKnTp2yDPa3bt0aDw8PwJy+3XrkfkHUK0oTeWkiRHG1+uvPWT7zQ/avW13YTcmWqLtW/fDkEiSEyBfmi0t+BNKdvc1ZNO4ev8ZXfq/wz5Tl6jRLjrVKCCGKiJRr16VrBpYuvc3vv9/i3j2ZA1gIUYzZDaSbrDZblu/dS8yiLstiRxblumlCCCGEKJ1yHUhPTDTftHh6eqbbZl128+bNDOuoVq2aunzq1KncNinP3bhxg2vXrqnrLVq0yPIYnU5Hs2bN1HXr9O35Xa8oXSy9ceXVrnCMm7e3uuzk6lqILSmlFAVXTy8Azh3az+l9e9j0wzyS9blL6VmQ1q/wU5edXbLKpyeEENlnGZGe96H0Vu8/ZbO++70/OTPnzzw/jxBC5LuUS+Sew0kcPx7PiRMJ6PXmQld3p0JsmBBCpFc2tEqOjjNZPXJaj0iPj0/O4kDroezyzkwIIYQQOZPrQLqPjw8AsbGx6bb5+/ury6dPn86wjqQkyzw1N27cyG2T8tzRo0dt1q0D/5mx3i9tHflZrxBCZCYwpDJPjJ1An3em4ewqc1sXNEVRePrNSXR4/gXC+z0PmHvYm7Kc4K3oSNJbbh+cnAuxIUKIEiv1XefKm1fZcfeWwyPGHeFbrSwvXJ1Jh++eV8v2vjSDs9/9kaYRVssp509w88qzdgghRG6lXhsNKYPQGzf2oHNnX555JoAyZdMPdhBCiML0+Kg36PLScAZ+PDvjnex0MD88Z7NlRbE8N8fFadPta01xl4EDQgghhMi9XAfSq1Wrhslk4vLly+m21a9fX13euHFjhnXs3LlTXXZzK3pBnfPnz9usV6pUyaHjrPc7d+5cgdUrSinpXCuyITSsIUFVqxd2M0qtwJDKNGjfkbC27Qu7KTkSFamzGQkghBB5rayz5cXnhjvXee9MBGfjYvKsflc/T+o+24quv76ilu1/cSqx564Qe+4KybH2p6VyTjSXJ8RkkUpUCCHyWXKCXu3kk3pXVq2aK40be1K1qgSPhBBFj5efP3VatsY7ICDDfZSoKDuFlhdeGqvn0DVrMn+nYbp517JikGkvhBAFJzQ0lJkzZxZ2M0Qe6t+/P++//36Bn/frr7/m0UcfLfDzClu6rHfJXMOGDdm1axcXL17k7t27lClTRt3Wtm1bdfm7775jxIgRBKS5Wbpy5Qqff/65ul6vXr3cNinP3bt3z2Y9dRR+Vryt0idHR0cXWL1pJSYmqin4rc+bDCRlcIzIO8nJQFL2otwGowmDks3RqSYThqSiNaLVkGy0+be00ZhMJBmy2cMhOfvzwSalWc51D6liKDnNv8VF2p9dYcjJNWr+F+WZxgoAjMlGdTSU0WAsctehvCbXtYK5ronie13LKy3LBBLi5sGPV86pZYuunqdv+VACnV1x1WY8Aik717VKXZrw0NwhbBj4HQBrqz0GgJOvF8Hd26n7GQ2pwSrzvx4+biXmeifXNbmuFZTSfl2zJzWsYyLze0Hr65oh5ff1yraT6vbUpB0Gg0JS6n45eaYsIeS6Jte1giLXtRzSZDKS3F4KdierqSqs5kiPi9Oq1zy7DFbXADf7925Gq+tEUb63k+uaXNcKSkmMFQwYMIAFCxYwdOhQvv76a5ttr7zyCl9++SXPPfcc8+fPz7Nz7tmzBw8PjzyrTxSugwcPsmrVKr766iu1TMlgypAPP/yQ119/HTB3qEg7mHbatGmMGzdOXTeZTHz88cd8++23nD9/noCAAF5++WXeeustAAYOHMiUKVPYunUrrVu3zutvTTgo14H09u3b8+233wKwdu1aevXqpW6rW7cuzZo1Y+/evdy8eZMWLVowadIk7rvvPgC2b9/OlClTuHXrFgBly5Ytkr8MadPWuzo4p7D16Hp7qe/zq960pk2bxjvvvJOufJOnE+4yb1r+2+uX9T7p3E35cpw+zkDEmis5OFf+O77+WmE3oRD5Z71LWtnMGpucbPnDvdbLKcM/5KXBeq/idU0zOll6xa/zckLjWgjtz8Y16sEHL7N+fWUArtKAEPZy7chd7pFgLouIIvlm0bwO5TW5rmWTZMPOseJ2XctT3s40CGjArVu3uHLFfG1ZnBJYr1y5Mu7u7ri4uKQ/Lpv3XiafzrjW2kJiSqYnU2IiSZHR3NxjmZrqWoR5dFRyytzDV49EkXgl83SixY1c17JJrms5Vqqva2lEGszXkbtahTWZfS5W17UkQzOcyv1JcmQkAK61axMd5wLEc/CgN2fPpna8z/4zZUkj17Vskutajsl1Le9obtzAkHbEutU0aNaZ0dzc7rB+fca/6xrFYBNItffO7OLhO5luL2rkupZNcl3LtjhtybyehYSEsGTJEj799FM1tpKQkMCPP/7ocJbg7AgMDMzzOguSXq/H2bnozeVYWO36/PPPefrpp/H0tEyddPXqVZt9Vq9ezaBBg3jyySdtyt99912GDBmirnt52V6YRowYwV9//cWMGTMICwvjzp073Llj+dvk7OxMnz59mDVrVpGMnZYWuQ6kd+7cGRcXF/R6PYsWLbIJpAN89tlntG7dGqPRyJkzZ3juuefS1ZEa9Jk2bVqR/B/Ueg53AJ3OsY/Nej+9nTl+8qvetMaPH8/o0aPV9Xv37hESEkJ4TBJ+hpLYz6xoSW4XDb7Z6wN5U1udJMWxaQ7++dBct7OHjrqdy2e7ffnJkGzk+Ppr1OoQhFZX+sZJO5niCTScyt5BkQq6v7N3px9vSOZIynKn6CQ0pTCQnoz55UWH6KTc/2ErQEkJSaSGaTpGJ+GUVPBBmexcozp02ECfPu353/9CUVLGUFV7LIyTcS5ERkJwXR9q3le0rkN5Ta5rBXNdE8X3upYfTK6+rPaK40RsNAlG87UntVf3gIpVCXKxvWfK0b3XI9+q917rw54i9uQFXL00pCZ4D6rrw01A56JFD1RoUIYq9UvG9U6ua3JdKyhyXUvvRIKBc0AZg4nO0Rk/m9te13TQ1zat5A8/XCM+Hho1ukfVquZ6svNMWdLIdU2uawVFrms5dzKDct3+/Rjq1s3wOOtAup/fWTp08Mxw34N/WZbj3YOYOqMd81efwMnJUkeSLoH/9t4AKHLv1KzJdU2uawXlXnzJjBU0adKE06dPs3TpUvr27QvA0qVLqVSpElWqVLHZd82aNbz33nscOXIErVZLixYt+Oyzz6hWrRoACxcu5OWXX2b//v3UqFEDgJdffpmNGzfy77//4u7uTmhoKCNHjmTkyJGAOf719ddf8+eff7Jx40YqV67M3LlzCQwMZPDgwezZs4eGDRvyww8/qOcZMGAAkZGRLFu2TG3byJEjOXDgAJs2bQIgPDycsLAwtFotCxYswNnZmffee48+ffowbNgwfvvtN8qVK8fnn39Oly5dMvx8QkNDGTRoECdPnmTZsmU88cQTzJ8/n23btjF+/Hj27t1LQEAAPXr0YNq0aepo+y+//JJPP/2Uixcv4uPjQ+vWrfntt98Ac5bk119/nSVLlnDv3j2aNm3Kp59+SrNmzQCYP38+I0eOJDKlcyjAsmXL6NGjh5r5cvLkySxbtoxhw4YxdepUzp8/j9FoJDIykjfeeINly5YRFRVF9erVmT59Ot26dQPIVbvTMhgM/PbbbyxevNimPCgoyGZ9+fLltGvXjqpVq9qUe3l5pds31dGjR/nqq684cuQItWrVAkj3+wjw6KOP0rFjR+Lj44vk1NilQa7v87y9vXnvvfc4duwYGo0m3Q+zefPmLFq0iOeff56EhAS7dSiKwrvvvsuAAQNy25x84e7ubrOekJCQrswe6+/XXiqP/Ko3LRcXF7ujdXRAyexjVrQoOsApey9ztVoFo+LYjbE2OGV0ggJap6J5M63VaYps2/KT1qTgpMlmIimdku0Ls3Uaue13bvCAjz8eDnbMKWmK83Vtx08L0Wgz/rlVqluf6k3vz/PzZvcapUn5ndZgHhVg0mi4cMzcK16jLT3/r8t1LRtycF0TFsX5upZnFIXHy1YAYNOdG5yMjeaa3nw/PP/SGe738aOupw8hrub76Nzee2ldzJ+4KcnyF1Z9aZvSV02jU0rcNUCua9kg17VckeuaRWoXSoXMP5PMrmsGg4nr180vvZ2cUANE2XmmLKnkupYNcl3LFbmu5SF7AwOsyhSrKSv+++8yTk41M6zKpFj9Vj/ZkT3vetOzbR3+t+eYWqyxCkoXh+uFXNeyQa5rOVKSr2UDBw5k3rx5aiB97ty5PP/882pQOlVsbCyjR4+mQYMGxMTEMHHiRHr06MGBAwfQaDQ8++yzrFixgr59+7Jjxw7Wrl3LnDlz2LlzZ6axnSlTpvDJJ5/wySef8MYbb9CnTx+qVq3K+PHjqVSpEgMHDmTYsGGsXr06W9/XggULGDt2LLt37+bnn3/mpZde4o8//qBHjx68+eabfPrpp/Tv358LFy5k2r4ZM2YwceJEJk2aBMDp06fp3Lkz7733HnPnzuXmzZsMGzaMYcOGMW/ePPbu3cvw4cP54YcfaNmyJXfu3GHr1q1qfWPHjuX3339nwYIFVK5cmQ8//JBOnTpx6tQp/PwczyJ36tQpfv/9d5YuXYpWq8VoNNKlSxeio6NZtGgR1apVIyIiAm3K9G+5bXdahw4dIioqiqZNm2a4z/Xr11m5ciULFixIt2369OlMmTKFSpUq0adPH0aNGqUOlP3zzz+pWrUqK1asoHPnzphMJjp06MCHH35o8xk1bdqU5ORkdu3aRXh4uMOfncg7efL35LXXXst0+zPPPEPz5s359NNPWb9+PRcuXCApKYng4GDatm3Lq6++SpMmTfKiKfnCOmUDQHx8vEMB77i4uAzryM96RemirWhOeVXK35GUalpFgwYFIya2R97CSaOhdZninUKotNDotGidnDAkJXFo47pM9z28aT2vzvkBTWbzyRUAb2/zi9rUEek3oyy9lZ1c5DFVCJG/wv3KEu5Xli13brD57k0AdkfdYXfUHR4JCOY+n5xMqWNLcTJfyyL3HVXLTn++JHWr+b+lMPuLEKJo2r07urCbIIQQeUZz186UFFb3Xc5Y3oleudKeESNCeO+9vXh52RlFa3W7pmjML83++1fmLBYiLz36+TZuRicW+HkDvVz489UHs3VMv379GD9+vJrdbPv27SxZsiRdID1tau7UkeMRERHUr18fgG+++YYGDRowfPhwli5dyuTJk9XpjDPy/PPP07NnTwDeeOMNWrRowdtvv02nTp0Ac4rv559/PlvfE0DDhg2ZMGECYM5MPH36dAICAtR04hMnTuSrr77i0KFDNG/ePMN62rdvbxPnGzx4MH379lVH1deoUYNZs2bRtm1bvvrqKy5cuICHhwfdunXDy8uLypUr07hxY8DcGeGrr75i/vz56kj47777jnXr1vH999+rc4g7Qq/Xs3DhQjVd/l9//cXu3bs5evQoNWuaO1NZjwKfNm1ajtttz/nz59FqtZQtWzbDfRYsWICXlxdPPPGETfnw4cNp0qQJfn5+7Nixg/Hjx3P16lU++eQTAM6cOcP58+f59ddfWbhwIQaDgVGjRvHUU0+xceNGtR53d3d8fHzSzbcuCk6BvfGuXLkyM2fOLKjT5amANHPzXL16FX//rOdluXbNMm+Nvf3zq15RupgS9Cn/ygvd0spZo6FnUAhb7t7kSmI8SVbzh4miTatz4rGRr3Pl+LEM90lO0rNv9QoMSUmYjCYo5E4zb7/9L4FVnfH/Qg83wWD161apTnDhNUwIUaq08StLgLMLR2PuERF7D4BVt65S2c0D31zW7eLnk64s9vQlADWZqATShRBFxbVrluCRXJqEEMXFk3+8we89PkhXrrl5M/3OVhc3g+JMN14jAR/Wb5jIhg1Qrdo9hg//L9PjhBD542Z0Itfu2c9CXNQEBgbStWtX5s+fj8lkomvXruniMwAnT55k4sSJ7Nq1i1u3bmFMec964cIFNZBepkwZvv/+ezp16kTLli0ZN25cludv0KCBulyuXDkAwsLCbMoSEhK4d+8e3t7eDn9f1vVqtVr8/f3T1Qtw48aNTOtJO+L64MGDHDp0yCaluclkwmg0cvbsWTp27EjlypWpWrUqnTt3pnPnzvTo0QN3d3dOnz5NUlISrVq1Uo91cnLi/vvv5+jRo2RH5cqVbeacP3DgABUrVlSD6Gnlpt32xMfH4+Likuk7gLlz59K3b19cXV1tyq2nW27QoAHOzs4MHTqUadOm4eLigtFoJDExkYULF6rfz/fff899993H8ePH1XTvAG5ubjYDbEXBkqFjDrD+hQXbi2ZmLl68qC7Xrl27wOoVpZNikgeE0qyGhxdn42O4khif9c6iSKnSoDFVGmTc8zEhNoZ9q1eo66aUG/jUHvUFrVKlWEZMuMjKnxKJuQmKxnztqVQ7CJ1T4Y6WF0KULnU9fajr6UPDuGh+unoBgK8unqLqSlee7uOPRpOze6Mm309kTWg3TK6uJPTti+7wYZx27zZvVBTrf4QQIk+YAGPKXJAK2eusY72rXJuEEMVFhRa1GJ44h/2f/cXWsb/YbFNu3sQUaD/Lnjf7aYt5JN/fjMOAMxcvZpCtU66JQuS7QK/008kW5fOmpk8H+OKLL+zu8+ijj1K5cmW+++47ypcvj9FopH79+uj1epv9tmzZglar5erVq8TGxuLl5ZXpuZ2cLInzU+/17JWlBu41Go06V3iqpKT02Tes60itJ7N6M5J2CuGYmBiGDh3K8OHD0+1bqVIlnJ2d+ffff9m0aRN//fUXEydOZPLkyezZsyfT86Ry9PtL266s5gjPTbt9fX3THRMQEEBcXBx6vR5nZ+d027du3crx48f5+eefM20XwAMPPEBycjLnzp2jVq1aBAcHo9PpbDoF1KlTBzDHCq3jh3fu3LHpUCAKlgTSHVCjRg10Oh3JyeZ5Eg8cOMAjjzyS5XH79+9Xl1P/ByiIekUpIw8GQpQal45F8OdnM0hO0vPQgCGEhT9UaG2JOW5OJ2SSN7ZCiEJW3d2L5j7+/BN1G4AzFxP44IPLvPBCOfz9sz/Ln3tIEABJLVtiDAlBHxKC0+7dJFevTqKHebS60ZjNORqFECITlxPjmXomAgCtovBYYAXqe6XPjiGEECVNo1c7pAukkyawYv3MqVMsKaRdiCYOc6bOuDgtbm4G2w5FGTyrxscpuLnLvZwQeSG76dULW+fOndHr9SiKoqZUt3b79m2OHz/Od999R+vWrQHYtm1buv127NjBBx98wJ9//skbb7zBsGHD7M6PnRuBgYEcOXLEpuzAgQPpAuf5pUmTJkRERFC9evUM99HpdHTo0IEOHTowadIkfH192bhxI506dcLZ2Znt27dTuXJlwBwk37Nnj5pyPTAwkOjoaGJjY9Vg+YEDB7JsV4MGDbh06RInTpywOyo9N+1Om5odoFGjRgBERESoy9ZSR5A3bNgwy7YfOHAAjUajpolv1aoVycnJnD59mmrVqgFw4sQJAPVzA/O87wkJCZmmoBf5S2ZVdoCzszMPPPCAum7v4pnWtWvXOHXqlLrepk2bAqtXlE4SyhKi5Lt0LAJ9QjxGg4Hzhw8WaltcyprnIZY4uhCiKOgYEMTLIdXx1lr6CS9YcIOEhJxNdxLSpwumNC8ojFWqqMvx0cUjfaEQomgr5+yKS5osQwaTibPxMQ7XISPShRDFmaLRUKvXA7aFaQLp1hc3k9XbL2fM18pr19woU2YA3bp1yvA4a61DGxB9z3ztvbPkjxy2XAhRHGm1Wo4ePUpERARabfqsimXKlMHf359vv/2WU6dOsXHjRpv03ADR0dH079+f4cOH06VLFxYvXszPP//Mb7/9lqdtbd++PXv37mXhwoWcPHmSSZMmpQus56c33niDHTt2MGzYMA4cOMDJkydZvny5OqJ/xYoVzJo1iwMHDnD+/HkWLlyI0WikVq1aeHh48NJLL/H666+zZs0aIiIiGDJkCHFxcQwaNAgwj852d3fnzTff5PTp0/z444/Mnz8/y3a1bduWNm3a8OSTT7Ju3TrOnj3L6tWrWbNmTa7bbU9gYCBNmjSxG7u7d+8ev/76K4MHD063befOncycOZODBw9y5swZFi9ezKhRo+jXrx9lypQBoEOHDjRp0oSBAweyf/9+9u3bx9ChQ+nYsaNNJ4GtW7dStWpVNdguCl6+BNJPnz7Np59+Sq9evWjatCnVqlWjYsWK1K9fn3bt2vHaa6+xbNkydSR2cfD444+ry+vXr89yTgnrORh8fX1p27ZtgdYrShPF5h8hhCgQKS83NK4p6bTkza0QopD5O7swvHJNAsqYA+CJiSbmz8/83jojDT59zWbdpCgk16hhKZBrnhAiD5RxcmZ0aC3GpHw9WCb9PJ3ZkZ2U8EIIUVR0WjCENh/3UtdNKfP5qqyCXRrF0klSgwGAX34xBxbWr69oe5z1NdFk4mEmoWDk7m0dl8+Zn2P1V6/nxbcghChGvL29M5yDXKPRsGTJEvbt20f9+vUZNWoUH330kc0+I0aMwMPDg/fffx8wz3P+/vvvM3ToUC5fvpxn7ezUqRNvv/02Y8eOpVmzZkRHR/Pss8/mWf1ZadCgAZs3b+bEiRO0bt2axo0bM3HiRMqXLw+YY1NLly6lffv21KlTh6+//pqffvqJevXqATB9+nSefPJJ+vfvT5MmTTh16hRr165Vg8h+fn4sWrSIVatWERYWxk8//cTkyZMdatvvv/9Os2bN6N27N3Xr1mXs2LEYDIY8abc9gwcPtonLpVqyZAkmk4nevXun2+bi4sKSJUto27Yt9erVY+rUqYwaNYpvv/1W3Uej0fDnn38SEBBAmzZt6Nq1K3Xq1GHJkiU2df30008MGTLEoc9G5I88Te1+6tQpRowYwdq1a9PNb2Aymbh69SpHjx5ly5YtzJw5k7Jly/LGG2+o6RyKst69e/P222+TmJhIUlISH3zwAR9//LHdfWNiYpg1a5a63rdvX3Q6+x91ftUrSh95aSJEyXfl5HF1+c7Vy+xZudxme7nQqlSqF1YgbUmdq12dL7hAziqEEJlTFIUnOgXwy5obREYauHs3GZPJlO37JJcAX5t1Q82amFLSr5nPkxetFUII0CkadFrzGAcnJftjHayvb3JtEkIUV42GdcAj2JfVfb7OdD8NlkFZCuZnUp3OSHJy5tdPzdmzdGQhZYlgEb+SEm8RQpQCWY1yXrZsmc16hw4diIiIsCmzjnXNnTs3XR2jR4+2Gbl+7ty5DI8HCA0NTVcWHh6eruydd97hnXfeybDtmzZtSleW9tz2zu/IMQDNmjXjr7/+srvtwQcftHv+VK6ursyaNcsmnpVW9+7d6d69u02ZdcB48uTJdoPrfn5+dn8OedFuewYMGMC0adPYuXMnLVq0UMtfeOEFXnjhBbvHNGnShH/++SfLusuXL8/vv/+e4fb//vuPAwcO8Msvv2S4j8h/eTYi/ZdffqFRo0asWbMGo9GIyWSy+QLSrV+/fp3XXnuN8PBwoqOj86op+aJixYoMHTpUXf/ss8/s/oInJSXx/PPPc+HCBQDc3Nx46623CrxeUXrIyxIhSjaNVqu+IL0YYUnhdOviBbYuWWTztfSjqSTGxRZIu0wp8wOrL2/lWiSEKCL8fZ0YNMgykmnjxqgc1VO+ezt12eTlZbPN3cs1Z40TQog85uRkNXewTm7IhBDFl2eFMvY3WL34aqVYRumljkjXatNP5WMy2R5nrFoVgIaYUy+fOyn3ckIIIRzj5ubGwoULuXXrVoGf++rVqyxcuBAfH58CP7ewyJPhzKtXr6Zfv34kJyerL9R9fHzo0KEDYWFhBAQE4OzsTHR0NKdPn2bXrl3s27cPMAfXt27dSrdu3di4caPduSlyYsiQIfzwww9Z7vPiiy+mK09IsD/n4eTJk1m9ejUnT57EYDDQs2dP+vTpQ/fu3fHz8+P48eN89dVXHDp0SD3mo48+Ijg4ONN25Fe9onTJvF+ZEKK4cnZ1o8PAoVw+fhQAgyEZQ1ISzq5uNvtFbNuM0WBAn5CAi7tH/jcszYh0IYQoSpydLf2Fd++OISTEhZo13TI5Ij2P0GC4fhaA0CE9OHE1CYAaTSoRUiso7xorhBC5EBLiwoED5o6UQUFOhdwaIYTIB1bPnM7oLcUpI9JdXGJITPQFYODANnTv/v/27ju+qaqNA/gvo3tPKNABZZUyC4KAgloUEEWGAwVlIwiCA3GxRJEhyhAFFKQsRRFEXkCQvWcru+zRAi2Flu42SZP7/hF6m9AkTdKRtPy+n0/1jnPPfRLC09LnnnOu44UXEgBP/Qchdclk/C0aERGZ76mnnrLJfTt16mST+5K+UhfSc3NzMWzYMLGI7uPjg6+++goDBw6Ek5OT0evOnz+PcePGYePGjRAEAfv378f8+fMxZsyY0oYEQDuCW6FQmGxTUFBg0TrtPj4+2LhxIzp16oTExERoNBqsXLkSK1euNNj+448/xsiRI23WLz1aJBwOSlRlNXkqGk2eijbZ5vyh/dBU4Px0hSPSizAHEZF96d8/EMuWaddIX7s2FUFBDqhb1wVPPGF4PTxTvJs3AJLOIKRhdTzerWlZh0pEZLXCsQghIY5c7ouIKjUXP3fDJ6Q6E6rqLmfxYES6s/MdZGZ6AwBWraqHVavqISfnF0ClAhwMP2CkVjNfEhERkXlKPbX78uXLcevWLUgkEtSoUQOHDh3C8OHDTRbRAaBhw4bYsGEDPv74YwDakekzZswobTjlrn79+jh16hQGDx4MFxfDo1oaNWqE//3vf5g+fbrN+6WqraAAEArXJy6zhRqIqDL7Y+okFCiVJTcsrcL1lQpzEH8PQUR2pkYNRzz5ZFHRPClJhX37MnHqVE6Ja8QRERERUcXyrlfN8Akj/9iUonBK9+LnCwoK/2MY10gnIiIic5V6RPr//vc/cXvRokWoV6+eRddPmzYNu3fvxpEjR3Dnzh0cPXoUrVu3Lm1YiImJQUxMTKn7McTb2xuLFy/G7NmzsXPnTiQmJiInJwdBQUFo0qQJWrRoYVf9UtV1/ZKzOBLd3cv0DAxEVLX51qiFe4k3kJFyB3cTbiCormXfjy0lcGp3IqoE2rf3QFiYE3JyNFi3LhUAsGnTfWzadB8dOnjiscfc9aaBJyIiIiLbefr7fth4T9D/d6aRbSkK4IQsqNXFH5BMSHAz+W/VXZvcse1vbwQf9UZQ2zIJnYiIiKqoUhfSz549CwAICgrC888/b1UfgwYNwpEjR8T+yqKQXhE8PDzw0ksvVZp+qWpzdVPZOgQisqE3Jn+NeYP7AgAElP9IS3FqdxbSiciOSSQS1KqlnSlLd6p3ANi7NxN792binXeqA762ipCIiIiICjUZ9hQ2Tk3Q+3em4Oam10Z4MJPnW3m94IFk/JyzCqlooNemoKD4v1PVtWtDdu0aAGDDb4EAgAFusjKNn4iIiKqeUhfSU1JSIJFILB6Jrqt+/fri9t27d0sbEtGjRfLQ/+mRd1epwIWcTIS7uEMu5Si7R4Xc0RFegdWQkXIHCWdOIdPI91OfoCBUC6tT+hs+GJF+PzVHu88cRER2rkYNR3z0UU3cvKnAX3+lIj9f+0DQjz8m49VRteHk46p/AR8UIiI7JwgCbtzgzGREVLVIpBK9R8NVTz5ZtCOXI3f0aACAz6xZkKjViMw/hGvordfH8eMBxX6Wy+/fHw579wI7yytyIiIiqopKXUh3dnaGQqFATk6O1X3k5uaK2yWtrU5kiaspbjh4yQ+vtUmEg7zqrYWZnpYhbstkfIr2USd9UMm8mJuFi7lZeNInAE/5Bto4KqpI0gcPThxc+7vxRhIJhs5ZAA9fv1LdS9BooPHyQuLVNL17ExHZM7lcgrAwZ7z/fk2sW5eKCxfyAAB/zD+Ep157DMH1jazNSURkhy5fzsd//2l/FyOV8uEfIqoaJFIJBI3hc4KzM/BgRDqcnIDcXEhQvPGmjdXRvFHx61UdOqDhzs04D+tmVSUiIqJHT6l/6x0UFARBEHDmzBlkZmZa1cf+/fv1+iMqK73mtEX/ha2xdG+YrUMpF5n3s8TtoGD+4vdR19TTG/VcPeAtdwAAZBdwuv9HzeM9X0Fwo8YIjog0+CWTywFBQJ6V3691CRpBb4q9Bq1CS90nEVFF6t7dF3XrOov7u38/hjs3Um0YERGRZbKz1eJ2mzYeNoyEiKjsmJwUSPcBbhMNL1zwMnp+MLrBCzetjI6IiIgeNaUekd6hQwfEx8dDoVDg66+/xvTp0y26/s6dO1i0aJG4/6TudD1EpXQ60RsAsO1MNQx75pptgykvD/5dwBHpFOjojD5BIdh3/y52p6WUfAFVORHtnkREO+PfR38a/Tay76fpHbt/OQknV25Hy4+6wqOWBYsEC0WzfLh5ucC/po/F8RIR2ZJcLsErr/gjNjYb//6bDgC49F8CqoWWbsYOIqKKVr++M+rUcS65IRFRJSfozGQqSCSQAHByvI6uyk+QCz/swUcAgAvnA00W2uuFdsbxG2fLO1wiIioDEyZMwJ07d/DTTz/ZOpQysXDhQmzatAn/+9//bB0KmanUI9L79Okjbs+aNQvffPON2dfevHkTnTt3RlpaGiQSCZ588kmOSKdyoRGq5jR3gkYDGbSjjrmMJxFZas+vy7Diic9xauEuLA0fhw095yH3TkaJ1+Ulp+oV0omIKrOWLd1Ru5F2KZRrp2/hyslEAOKzikREFe5iThaW3LwqfsWsS0ZMzB3ExNzBrl3ptg6PiKhcmfr9lqSgoFjD6urLeAYz8ALGwRX3Hpw0/e9VD69SBklElcaAAQMgkUgwfPjwYudGjhwJiUSCAQMGVHxgZJbk5GTMnTsXn3/+ucHz06dPh0QiwXvvvad3PD8/HyNHjoSfnx/c3d3Ru3dv3Llzx2AfqampqFWrFiQSCdLT003G0717d4SEhMDZ2RlBQUF48803cfv2bb02W7duxeOPPw4PDw8EBASgd+/euH79unh+0KBBiIuLw759+0p8/WQfSl1I79ixI7p16wZBEKDRaPDJJ5+gdevWWLlyJe7du1esvUajQVxcHD766CNERETg9OnTAACJRIKZM2eWNhwigwQB+PT3lXhyynhk5+fZOpwyo0kqStKO/hwNSkTmy8vKROw/G/WOXd98Cte3ninx2qQtR8orLCIim6jdqGiJnIMbThpvyCcXiagceT5YoilXo8ZtRZ74lZSiRFKSCklJKhw+nI38fCOLBxMRVQHh4S5Gz0kciyZXVXXsiLxhw+AWqETegAHIf/VVyJEPAPBBgsmf2wSN9pxbBCvqRI+C4OBgrF69Gnl5RXWB/Px8/PrrrwgJCbFhZMYplUpbh2AXFi9ejHbt2iE0tPiSkseOHcOiRYvQtGnTYufef/99/O9//8OaNWuwZ88e3L59G7169TJ4j8GDBxvsw5Cnn34af/zxBy5cuIC1a9fiypUrePnll8Xz165dw0svvYRnnnkGJ06cwNatW3Hv3j29ezs6OuKNN97AvHnzzLon2V6pC+kAEBMTg4iICHE/NjYW/fv3R7Vq1RAUFITGjRsjKioK9erVg5ubGx577DF89913yMnJgfBgRNvs2bPRunXrsgiHqBiNIMHMjT1x8NIWLN9/BoIglLqgXtrrc3IU4uc/Kyvfuk40Rb9AcQnyL1U8RPRo0ejkj7Zf9EBglPYHUkFd8i9mC9u417PPf2wQEVkqtIE/2vdoLu4XqNTGGxMRlZMm7l4YUKM2Xqseovf1ctcA9O5dtOwEJwYioqrsxRdNDBTRKY4XtGoFTY0acO7yODRhYVA3aoTP3SPwEkZDigKThfT791IAqBHwQq0yjJyI7FVUVBSCg4Oxbt068di6desQEhKCFi1a6LXVaDSYNm0aateuDRcXFzRr1gx//vmneF6tVmPw4MHi+QYNGmDu3Ll6fQwYMAA9evTArFmzEBQUBD8/P4wcORIqlcpojJMnT0bz5s2xePFi1K5dG87O2mV70tPTMWTIEAQEBMDT0xPPPPMMTp48Wey6FStWICwsDF5eXujTpw+ysrLENgqFAqNHj0ZgYCCcnZ3xxBNP4NixY+L5mJgYeHt768Wzfv16SHTyqDn30Wg0mDlzJurWrQsnJyeEhIRg6tSp4vnExES8+uqr8Pb2hq+vL1566SW9kdqGrF69Gi+++GKx49nZ2ejbty9+/vln+Pjof9/IyMjAkiVL8N133+GZZ55By5YtsXTpUhw8eBCHDx/Wa7tgwQKkp6dj7NixJuMo9P777+Pxxx9HaGgo2rVrh08++QSHDx8W/2xjY2OhVqvx1VdfITw8HFFRURg7dixOnDih9+f/4osvYsOGDXoPd5D9KpNCup+fH3bt2oXnn38egiCIxUFBEHDnzh3Ex8fj5MmTuHr1KhSKouIhAHh5eWHZsmV49913yyIUeoQlprpAVSCBIAAXk9z1frlw+74SQH8AYTh8ORL9FsxFtXcGI/7WTQvvcQ85+fkYv+ZX+L49ADvOntY7fyk5CcoC498QC125koJatd5Hnz4LMH78Wvj7j8Lmzaf02ly/nAilUgVBEHD1wnW9opcuwd3dotdAj45sdQES83INfuWoC0rugKqslITrSL5yWdx/7JMX4Fpd+yR+WvxtCIKAlP9u4PbBS8W+cu8W/YDsXJ3rCBNR1SCRSBAaUbTElCL3oaf/WbQiogogkUgQ7OKK+m4eel/1Ql1Qty7XQCeiR4ODg/FfVxv61Zjg4Fi0I5HgCXwPf1wyeY+7yXcBeFgZIRFVRoMGDcLSpUvF/V9++QUDBw4s1m7atGlYvnw5Fi5ciLNnz+L9999Hv379sGfPHgDaYnGtWrWwZs0anDt3DhMnTsRnn32GP/74Q6+fXbt24cqVK9i1axeWLVuGmJgYxMTEmIzx8uXLWLt2LdatW4cTJ04AAF555RWkpKTgn3/+QWxsLKKiohAdHY20tDTxuitXrmD9+vXYuHEjNm7ciD179mD69Oni+XHjxmHt2rVYtmwZ4uLiULduXXHJZUuUdJ9PP/0U06dPx4QJE3Du3Dn8+uuvqFZNO/ubSqVC586d4eHhgX379uHAgQNwd3dHly5djI6+T0tLw7lz59CqVati50aOHIlu3bqhU6dOxc7FxsZCpVLpnWvYsCFCQkJw6NAh8di5c+cwZcoULF++HFKp5aXStLQ0rFq1Cu3atYODg3ZmqZYtW0IqlWLp0qVQq9XIyMjAihUr0KlTJ7ENALRq1QoFBQU4coSzflYG8pKbmCcwMBAbN27Ehg0b8OOPP2L79u16BfWHVatWDQMHDsSoUaO4LjqV2oGLfujw5dNoWCMTbz9zFe+vbI7Jvc6K55PTEwGEAQAEjRSrDx0AACzZswOz3uhv1j0uJN1C44/fR4uw2oi9dhUAMHX9n4iObAIA2PhfLF76bjpeaNESf3/wicm+Vq8+gtxcJdavjxOPjR+/Fs8/r51CZNc/h9H/xXHo3PNptO7YEl++NwtDx76JT2aM0etHo9EAD55O40KeVKjwo3ApNxuXcrMNtnGWSvFeaAM4WPFDAlViD54k/ffnH4sdK3zK9L+523Br/yWkxF432IWjlwsiJw8t1zCJiGxBKiv6nrhu3g40eryOuF+g4gNoRERERBXFxUWKvLziVfNqHRoh8aFjGkFnpNiDf9e2QgwgiTTYt7p6dQQnJ+M2OAqQqExkJWu/dLl4Az5hgCofuHu++DU1mmv/f+8SoMzRP+cdArj6Ajn3gIyHBsE5eQB+4VaF2a9fP3z66ae4ceMGAODAgQNYvXo1du/eLbZRKBT4+uuvsX37drRt2xYAUKdOHezfvx+LFi1Cx44d4eDggC+++EK8pnbt2jh06BD++OMPvPrqq+JxHx8fzJ8/HzKZDA0bNkS3bt2wY8cODB1q/HdqSqUSy5cvR0BAAABg//79OHr0KFJSUuDk5AQAmDVrFtavX48///wTw4YNA6CtEcTExMDDQ/uA0JtvvokdO3Zg6tSpyMnJwYIFCxATE4OuXbsCAH7++Wds27YNS5YswUcffWT2e2jqPllZWZg7dy7mz5+P/v219Zbw8HA88cQTAIDff/8dGo0GixcvFn8HuXTpUnh7e2P37t147rnnit0vISEBgiCgRo0aesdXr16NuLg4vVH1upKTk+Ho6FhslH21atWQnKz9rCoUCrz++uv45ptvEBISgqtXr5r9Pnz88ceYP38+cnNz8fjjj2PjxqKlM2vXro1///0Xr776Kt5++22o1Wq0bdsWmzdv1uvD1dUVXl5e4ueR7FuZFdILde/eHd27d0dOTg6OHz+Oy5cvIz09HQqFAl5eXggICEBUVBTq1q1b1remR9iP27XfQM/f9sSHq5oBACavK/qBWaPzMIf2x/B6AFpAqTJcZDRk2+lT0AiCWEQHgIy8XHF7ye4dALQF9ZIolcV/GZuSkilur/p5AwBg61+7sPWvXQCAn2etMFBIL5p21C+I6zqRVn03D5zPyYTCyCwGaSol8jUa5GnULKQ/Ylo82xWn9+zQmw+0Tq/mAIBG/Z/AtU3aqaEKi+jOvm5w8nET22ZcSYEyIw+KexkVFjMRUUWRSCQIbx6MKye0v569r/OzWdwOA7/8ISIiIqJy0a2bD/78M7XYcU0Jo0jUjRsDFy/i5L3XEC45a7BN/vDhaD9rFo5km/87QSIy4fhSYM90/WNNXgV6/wxk3gJ+6lj8mskPfq+0fgRw86FiaM+fgGavAWf/AjY/NN12+DPAm39ZFWZAQAC6deuGmJgYCIKAbt26wd9ff6nUy5cvIzc3F88++6zecaVSqTcF/A8//IBffvkFCQkJyMvLg1KpRPPmzfWuiYyMhEwmE/eDgoJw+rT+7LYPCw0NFYvoAHDy5ElkZ2fDz09/Rsi8vDxcuXJF3A8LCxOL24X3SklJAaAdRa5SqdC+fXvxvIODA1q3bo34+HiT8TzM1H3i4+OhUCgQHR1t8NqTJ0/i8uXLetcD2rXqdV/Lw68TgDjNPaCdHn7MmDHYtm2b3nFLffrpp4iIiEC/fv0svvajjz7C4MGDcePGDXzxxRd46623sHHjRkgkEiQnJ2Po0KHo378/Xn/9dWRlZWHixIl4+eWXsW3bNr3p8l1cXJCbm2viTmQvyryQXsjNzQ0dO3ZEx44GEuVDEhMTxVHrISFcb5Usp9EUJSCNUPyHat05EWRSGYAtAOrg8p2vzL6H1MDaShqNdfN83rtX/If1wEBPrFlzFPn5KoOzOJiUmweZXFZyO3okBDo6Y0gt409nTr1yDhrOUftIeuyFl/DYCy/pHSt4NguABuEvtUDEW+0Qv/ygeK7F+53x2Ljnxf0fvEZAnV/y8hVERJVVuxebiYX0pKv3ip3nBEBERERE5a9ePRcEBMhx967+QBRDvy6T6cwqpHzuOUjatIFytpvJNdKrubnhzWZ1Ib11C5qaNeEqMzwQgYjM0Gog0KCr/jEXb+3/PWsCw/YYv7bHAsMj0gEgsidQ6zH9c06lW5Jh0KBBGDVqFABtMfxh2Q8esNm0aRNq1qypf+sHI8JXr16NsWPH4ttvv0Xbtm3h4eGBb775ptgU3brTeAPaB7eNLd1ayM3NTW8/OzsbQUFBeqPmC+mOtrbmXrqkUmmxeoSh9dxN3cfFxcXkPbKzs9GyZUusWrWq2Dndhwd0FT7ocP/+fbFNbGwsUlJSEBUVJbZTq9XYu3cv5s+fD4VCgerVq0OpVCI9PV3vfbpz5w6qV68OANi5cydOnz6NP//8E0DRrNr+/v74/PPP9WYdMBSXv78/6tevj4iICAQHB+Pw4cNo27YtfvjhB3h5eWHmzJli+5UrVyI4OBhHjhzB448/Lh5PS0sz+trJvpRbId0S9evXh1KphEQiQUEBp02kIkv37sKttFR8/lJvvad1HubhYrqwk68sempLKlED0E7VeTs9EoDa8EUPMXR/d52nnkyEV4y3d/FvLFlZeejX7ycAQFAt8xJobo5DyY2IiMpY4tpdtg6BiKjcuHu7IjudT4UTERER2ZJSWbxq7lbTF8VmZH/o93GCV8kzNgrOzmh64ATyw7SzWdZ05e+jiazmUV37ZYiDc9E07ob41zN+zs1f+1WGCtfjlkgk6Ny5c7HzjRo1gpOTExISEowOED1w4ADatWuHd955RzxmbER1aUVFRSE5ORlyuRxhYWFW9REeHg5HR0ccOHAAoaGhALRF8mPHjuG9994DoC1kZ2VlIScnRyzmF67Rbq569erBxcUFO3bswJAhQwy+lt9//x2BgYHw9PQ0O3ZPT0+cO3cO9evXBwBER0cXG9k/cOBANGzYEB9//DFkMhlatmwJBwcH7NixA7179wYAXLhwAQkJCeKU/WvXrhVHvAPAsWPHMGjQIOzbtw/h4eYvH1D4IIFCoQAA5ObmFltvvXBmAt2HG65cuYL8/Hy9mQ7IftnNnL6CIFg+CpeqvCE//4hJa3/HqQTTa0Wo1aZ/4JVIMg0et+DBrGIJsKzl5RU9DJCXqzDrmlsJ7uUVDhE9glz89J/sdfF3N7ifdT4BAODgY94PvkRElUn9lpwhi4iIiMjWAgOLDx7xb1785zSZ2tDvk4t+4RcVHVHsbEGTJtoNS0bFEFGlJ5PJEB8fj3PnzulNu17Iw8MDY8eOxfvvv49ly5bhypUriIuLw/fff49ly5YB0BaMjx8/jq1bt+LixYuYMGGC0bW6S6tTp05o27YtevTogX///RfXr1/HwYMH8fnnn+P48eNm9eHm5oYRI0bgo48+wpYtW3Du3DkMHToUubm5GDx4MACgTZs2cHV1xWeffYYrV67g119/RUxMjEWxOjs74+OPP8a4ceOwfPlyXLlyBYcPH8aSJUsAAH379oW/vz9eeukl7Nu3D9euXcPu3bsxevRo3Lx502CfUqkUnTp1wv79+8VjHh4eaNy4sd6Xm5sb/Pz80LhxYwCAl5cXBg8ejA8++AC7du1CbGwsBg4ciLZt24ojwsPDw/X6qF27NgAgIiICgYGBAICjR4+iYcOGuHXrFgDgyJEjmD9/Pk6cOIEbN25g586deP311xEeHi4W6Lt164Zjx45hypQpuHTpEuLi4jBw4ECEhobqFc337duHOnXqWFS0J9uxixHpRIboPqGjuxa5IXHXrwOob/S8g6yoSK07G7uhaeAfVviAh6GW1v68nZ3tC+AogL8B3AYwBgUF7wDQTqkskzcAsBDAEgA/Gu1HyqmniKgMPfZpN/g2qoGCPCWcfdxQ5yX9pyJf2vg+bu29gCxpNQiOrnBq2xLX1p60UbREROUjINjX1iEQERERPfIM/87NvF/EDZJ0Ry4mAQDCImsgbof+OsAFERFw2rgRAgvpRI+ckkZDf/nllwgICMC0adNw9epVeHt7IyoqCp999hkA4O2338Z///2H1157DRKJBK+//jreeecd/PPPP2Ueq0QiwebNm/H5559j4MCBuHv3LqpXr44OHTqgWrVqZvczffp0aDQavPnmm8jKykKrVq2wdetW+Pj4AAB8fX2xcuVKfPTRR/j5558RHR2NyZMnY9iwYRbFO2HCBMjlckycOBG3b99GUFAQhg8fDgBwdXXF3r178fHHH6NXr17IyspCzZo1ER0dbfLPZMiQIRg6dChmzpxp0UDH2bNnQyqVonfv3lAoFOjcuTN+/NF4ncWQ3NxcXLhwQZzm3tXVFevWrcOkSZOQk5ODoKAgdOnSBePHjxen/n/mmWfw66+/YubMmZg5cyZcXV3Rtm1bbNmyRW/6+99++w1Dhw61KB6yHRbSqUIIgoB8lRIujk56x7Py8uDx0PoZGo0GuUoFnORFT56amtYdALIVd02eT80uWjMDeoV048k3PScHXq6u6PrNVFxOTsKI6OLTvUgggUKlgtrA0PbMvFx4urhCEARkZ+XDw8MZeXlKODjIcOpUFwCPPfjSysmZBMAVgCuyMy8CiHrw9SMATwDaUfXpaUp4+zqafL1E5sjXqOEJLg9ARZy8XNHorfZGz/tF1IBfRA3ckdWHSuKKu7fuV2B0REQVI6CWj61DICIyKSurAEqlFHl5fLCaiKouQ78LPHQoy1BDk8fkDsVHncLNjUV0okdESSOr169fr7cvkUgwZswYjBkzxmB7JycnLF26FEuXLtU7Pm3aNJP3nDNnjsk4Jk+ejMmTJxc77uHhgXnz5mHevHlmX/fee++J07YD2tHipvoAgB49eqBHjx56x3QLvebcRyqV4vPPP8fnn39u8B7Vq1cXR/abq0uXLqhRowZ+//13vP766wbbGFpD3tnZGT/88AN++OEHs+7z1FNPFZsx++FjTZo0wc6dO0vsq0+fPujTp4/R82fPnsWJEyfwxx9/mBUb2Z7dTO1OVVvXb6bCfXA/3EpLFY/9L+44fN/uj/FrftVr22XmVwh8ZzDO3Sqa0qOkH21dHE0XA10cksVt3XQolRheTuCT1SvhN3wAfty+BdtOn8S1uylYcWCP7pUA6kBRoEKDj95FrdHDcD87Wzz7d+wx+L09AJ/9vgojPoxBUNAYbN16BnXqfIR27b6CQuFa7J5KZWMATwCIgiJfN9EOA5ABYCyWzL6NlgFt0afjbQBAagqLWGS9RYlXkJjPNWDJenv/jLV1CEREZU4ikaDjK61sHQYRkVFLlqTgxx+TsWeP4SXMiIiqAnPr3A5uTgYO6vyeUAJ0GVT8gXHBywuakJDCJkREZIckEgl++uknFBSYXtq3MklKSsLy5cvh5eVl61DITCykU4XYdlo79W/M3t3iscnrfodGEDBtw196bXecPQ2FSoWVB/aKx0oaka7RGHi6VIeTTiH9VlrRD9jODipDzfHNpr8BAOPX/CYec3dyBtAaQBC0o8Sv4FrKE0hMTUVGbi4u3Sm6x6S1q6ERBMzYuB5Lf90HlUqNwYOXIC0tBydPJkKjMVzALySRJOvsFT4p9g1mfd4AAHBs/4sAgAJV1fkGQhWnsXvRdDl3FPk2jIQquwKlGgDgU41rpRNR1RLcwMg0efwtKxHZiFQqQcOGLpDJoPfl5CRBvXouJXdARFTJ1K9vXm6TOhafcLWgWTNx29HZAf41vIu1yR88WCy45xTwV+RERPaqefPmePPNN20dRpnp1KkTOncuPvsx2S9O7U4VSiMUTT2XrzJcxC5UoFGL25ISfmt5LytCZ08NwHhhPdBLKW5n5ecBMP6DeXZ+UZExX9kMwB8ArgAIBwBk5o8EoJ2ORHeajzxl0T0K3b1rYPopo3TjLyr8C2as6U5Ukpeq1YJKEBCfwxEsVDaioiNKbkREVIlIJBJEdYpA3Pb4khsTEVWQnj39bB0CEVGFiYx0RWSkdkbHf/+9j9jYHIPtpI7FfweofP55cdvY4BzBw0PcVmj4+zYiIiIyjI/bUYVy0pla6X5OtomW+kqazsnNWXeN9OI/QCsKdDrQGQzuJDf9iwiNTnE8M7/Fg63woq4EN51ujY0yjwIwDs7OXtBO0/4CBINNi2I0XjDXPy4tUBhpR0RERESlEdk2HG9OeAH1W4XaOhQiIiIiMiJH6lZyIwDNnmpg9Jyg1hg9R0RERI82jkinCiUYriAbpNAZsV7S1O4Q1KZPC0Ufdd0INILptdV1SWDoh+qikedqtQ+AqQDWAzij02YjgCCo1c0AvPEgnrUG+grS2TY2ol7/ffBMvwKgJmC0iE9EREREpaHILT7TEBERERFVHCen0o8FE0wts6gx/XtFIiIienRxRDqVmxX796D33G9wL6to+mjdOrqvm7vJ6zUWFN2dSqiHy6ROBo87OZg/Kj5LUXwKKYmkaER4rnIkgJEAtjz0wIC2QK5SvSAeEYSS/uoZLqQ/PFJdI9E+ICBwwU4iIiKicuFf00fcdnZ1tGEkRERERI+mVq3c4e6u/7u0iAgX+PjI0bath5Gr9AWG+Bo9FxBg3qh2IiIievRwRDqVmwGL5gMAmgWHicc0ggZvLZxnsL0gCHojz3UL6RqNUOz8/RwHvDjrCUQ3voMLSY1MxpKZVyBu/3m0r965177/DgUaNf4cPdbI1YsB1IVEsrfYGWVBUb+KgugHW8ZGk3uKW07qXIxEO8SjG9JQG0/hG/yOGCSh2YMWlj3jouFfZbKSAKHYTBElzgBBRET0CGnwWBhcPZyhUhYgpGF1W4dDRERE9Mhxc5Phqae8sHHjfQCAv78cPXoULdd4ZF8qNPLiDzw65WWJ20G1/RH9Rhsc23oWmalFA2vqVZMjamB0sWuJqBwlJQGLFgFvvw0EBZXcnojIhlh9o3J3636quH32ViJWHzoAAAj09BKPT/xzNeZv+wdrx3wkHtNoNNAWlB0wa/Pf2HH2NH4aPByvPd4eAPDbwRAcuuyHQ5dNr3Ou1crg0RM3euLEjV4AgITUexiw8HvsvRCv08IZwGAAQHL63eIdQAbgKABvqDVJ4tErKREAzkI71XuhNADap1/9r29CGA4hDIfEsy9gLH7Gtgd7hkfrF6jq6O07eJk/NT2RIVvuJWPLvWRxXwLgGd9qaOfjb7ugqFIQBAHKfFXJDYmIKjmZTIqwyBq2DoOIiIiIjHB0c0K+wsDMlg8dqhEeAAcn/QEwjV/tAJkDf79GVKGSkoAvvgC6d2chnYjsntmF9GeeeabcglAque5gVab7M6u7k7O4nZKZIW5P/Vu7ZvjXfxetHa4dkX4AQCj+jq0HIB/jflshFtJzFMZGfutSPfhyNXK+aLr2e1mZOkV0GYAGABJ12jY0cH0NACEPtn10jn8NwA/Adwbv6iEvKHasFmKNxGic9MEaUTJX/sBPlgl2dkV8Tmax4wKAS7lZLKRTiXTXDHbzcrFhJERERERERFTVVavmCAcHCVQqAcHB+ks4Boc44dKl/GLXOLgX/7fqEz1a4O8fd5dXmERERFTFmF1I3717N6f7pVIradXzrPw8cVujEQA8/mAvCsA+pGZn4WqKG7Ly9D+6wX6bkZjaB9oR5AKAPAAuANJwatp8SCXaadWdHSRQFGiw/2IB3l4yAIC66H4601u/9vhZ/H64AUY/dwLz/tUea1k7ELHX9OOt6eOLW9pZpeDj5o77Yl3e9Ch5V3V6sWOZqAF/XIQMKtxBpMnrRQ9Czj2fYl57ogfaePuhmYc31Dp/Ky/mZGHj3ds2jIoqK7mDOQ82EREREREREVknMNABY8bUgEqlgaur/r9Be/f2w/Tpt4pd41zdp9gxTz93PD/kCWxbcRjegR5w9eSD4URE1rpw4QI6duyIS5cuwcPDw9bhkJn69OmDxx57DB9++KGtQ6kULFqIWRCEcvuiykutUeOPIweRcM/Q1OfaqaILaadrN077UWgEoA9WHDise+WDe0nQ9NNnETX+WZy44S2elUuVALIA3AVwD9qR5vcAaFDNywkRNbVftQMd0bCGM8IDdD/6TwF4Cmqd2H4/3AAAMH9bM/GYm2PxB0kkEt1+dLcNPXRS9DlPzWtQ7KwD8vARIjAWjeGGFLTAKvjgWrF2ha5fdkLyrRoPd01kNmeZDG4yufjlJLXoWwIRERERERERUYVxcJAUK6IDsHjwl1+QN/qM64IuA9pDKuXAMaKqbMCAAZBIJJBIJHBwcEDt2rUxbtw45OcXn8WiPGPo0aNHhd2vtJ566im89957ZrX99NNP8e6777KIbmd2796NqKgoODk5oW7duoiJidE7P378eEydOhUZGRmGOyA9Zo9I79+/f3nGQZXY6kMH8dbCeWhbtz72T5pqpFVrAC2h1uiuP+4DYASAdQDOAwAECAD2Qjuie4BOW22RWxDkyFNqP7aX7xR9s7N+sgRPALsAABk53xY7qxHM79iS50EK1MXXQHdCFqQPXufTmImO+Ba30Bxz8J/BPoa8WBetvbXbarWTwTZERERERERERERVXY0ajrh9++HlQ1kkJyKgS5cuWLp0KVQqFWJjY9G/f39IJBLMmDHD1qFVagkJCdi4cSO+//57o23UajUkEgmkHMBVYa5du4Zu3bph+PDhWLVqFXbs2IEhQ4YgKCgInTt3BgA0btwY4eHhWLlyJUaOHGnjiO2f2Z/epUuXVsgXVT7rY48AAA5dvmii1REAP+JGanudYxMBTAXwm3hEO5174bTorXTaaqdgF4SiZz8y84qmgZdKSp+IM/IL1xl/2fD5vOLrkGfkFh2zpOhuiO7DAI95/g0AqIkT6NQ93WD7axedDR4nIiIiIiIiIiJ6lHTr5gM3N/3fD3KVUiICACcnJ1SvXh3BwcHo0aMHOnXqhG3btonnNRoNpk2bhtq1a8PFxQXNmjXDn3/+KZ6/f/8++vbti4CAALi4uKBevXp6tazExES8+uqr8Pb2hq+vL1566SVcv34dADB58mQsW7YMf//9tzgyfvfu3QbjNBWHRqNBrVq1sGDBAr1r/vvvP0ilUty4cQMAkJ6ejiFDhiAgIACenp545plncPLkSbH95MmT0bx5c6xYsQJhYWHw8vJCnz59kJWVBUA7en7Pnj2YO3euGG/ha3nYH3/8gWbNmqFmzZrisZiYGHh7e2PDhg1o1KgRnJyckJCQAIVCgbFjx6JmzZpwc3NDmzZt9N6Hwuu2bt2KiIgIuLu7o0uXLkhKStJ7f6ZMmYJatWrByckJzZs3x5YtW8TzhctTp6eni8dOnDih9xrMuQ8A/PLLL4iMjISTkxOCgoIwatQo8VxJ77GtLVy4ELVr18a3336LiIgIjBo1Ci+//DJmz56t1+7FF1/E6tWrbRRl5cLHQMgqGo0Gw39ZhB+3bSlxJLbu6buZ9XT2hj34f/OifgXdqd91C9faXgo0RR9ZqbRofXNpGfxkXCB2t8bg+ZMJ3sWOZeUXxWjZCgXFG/sHFI2wDwwoekhg0V9XcEUdixaPbzLam0Riesp8IiIiIiIiIiKiqsrf3wGjR9dA//6Btg6FiOzYmTNncPDgQTg6OorHpk2bhuXLl2PhwoU4e/Ys3n//ffTr1w979uwBAEyYMAHnzp3DP//8g/j4eCxYsAD+/v4AAJVKhc6dO8PDwwP79u3DgQMHxOKsUqnE2LFj8eqrr4rF2qSkJLRr185gbKbikEqleP311/Hrr7/qXbNq1Sq0b98eoaGhAIBXXnkFKSkp+OeffxAbG4uoqChER0cjLS1NvObKlStYv349Nm7ciI0bN2LPnj2YPn06AGDu3Llo27Ythg4dKsYbHBxsMN59+/ahVatWxY7n5uZixowZWLx4Mc6ePYvAwECMGjUKhw4dwurVq3Hq1Cm88sor6NKlCy5duqR33axZs7BixQrs3bsXCQkJGDt2rHh+7ty5+PbbbzFr1iycOnUKnTt3Rvfu3fX6MEdJ91mwYAFGjhyJYcOG4fTp09iwYQPq1q0rnjfnPX5YZGQk3N3djX517dpV73011dbd3R2rVq0yeq9Dhw6hU6dOesc6d+6MQ4cO6R1r3bo1jh49CoVCYfZ796gye2p3Il07zp7Gz7u2AwB6tGpt9nVqTY7O3m0AdfXOn0y4obNn6DmPomMKVYG4fTH5ttkxGHPk0lUAK6y+XreobnjqKNPFfnV+0evJvnJL3E49cAIn3p2Jmnmv4j90szo+InPdzM/DnOsXzGrr5+CE12uEQF4Gs0JQ5aLIfXjKPCIiIiIiIiL7cfdWpq1DICI7sHHjRri7u6OgoAAKhQJSqRTz588HACgUCnz99dfYvn072rZtCwCoU6cO9u/fj0WLFqFjx45ISEhAixYtxKJxWFiY2Pfvv/8OjUaDxYsXQ/JgsN/SpUvh7e2N3bt347nnnoOLiwsUCgWqV69uNEZz4ujbty++/fZbJCQkICQkBBqNBqtXr8b48eMBAPv378fRo0eRkpICJyftUrCzZs3C+vXr8eeff2LYMO3ARo1Gg5iYGHFd8zfffBM7duzA1KlT4eXlBUdHR7i6upqMFwBu3LhhsJCuUqnw448/olmzZgC0U8AvXboUCQkJqFGjBgBg7Nix2LJlC5YuXYqvv/5avG7hwoUIDw8HAIwaNQpTpkwR+501axY+/vhj9OnTBwAwY8YM7Nq1C3PmzMEPP/xgMtaH4zN1n6+++goffvghxowZIx577LHHAJj/Hj9s8+bNUKlURmNycXERt1u1aoUTJ06YfA3VqlUzei45ObnY+WrVqiEzMxN5eXnivWrUqAGlUonk5GTxQQwyjIV0KiYzLxePTfgYzzePwux+Aw22ycovGj0tGBiKrdFoAEwH8CaUqoni8VxlAbQjzR0BPFyE8QSg+wOubmFuLICuAD4Xj2Tnl/ykTJC3D7xcXIsdj6hZfJr2+duPAJhTYp/WM11IV2YWjUJ39PGA8r52OpUTo2Yg49QlPCmbgY340uC1hv4MiCzl5+AECQANBGSpC0psDwBZ6gKkKBSo4exScmOqUtLvZds6BCIiIiIiIiI9Xl4yW4dARHbm6aefxoIFC5CTk4PZs2dDLpejd+/eAIDLly8jNzcXzz77rN41SqUSLVq0AACMGDECvXv3RlxcHJ577jn06NFDHFV+8uRJXL58WSxKF8rPz8eVK1fMjtGcOJo3b46IiAj8+uuv+OSTT7Bnzx6kpKTglVdeEWPJzs6Gn5+fXh95eXl6sYSFhenFGxQUhJSUFLNj1e3X2bn48rOOjo5o2rSpuH/69Gmo1WrUr19fr51CodCL1dXVVSxuPxxXZmYmbt++jfbt2+v10b59e4unVTd1n5SUFNy+fRvR0dEGrzX3PX6YJYVqFxcXvRHw5aWwoJ6bm1vu96rsWEinYlYd2IfLd5Ixb+tmzO43EEnp9+Hl4gpXJyfcvp8Gfw8PvanUH67h3rh3FzV9fAF8DAA4ldhdPHc30xuFBXQP51xkPajH92h1Ahtim2BGn/X46MGS6Z2bRmHrqcIrX33w/6J1HDRCUaE9zD8Qf46ZCaFwCni1GnKZDHWrVYeDvPjHvLq3AwI99yIls4PO0QHi1u7Pd0AqlcLFUQ1BAARBAolEQI5CDjenAqg1EgiCBA5yDbLy5Dhz0wujl7cQr6/l64ebxWby8BG3PJH08Ek9gqboTc04pZ2aRKpWoe/w9Vi1sAdk8gSoC0JM9kFkqWpOzhgTWh/ZZhbRVyclIFtdIP69o0dL4bcBn2qetg2EiIiIiIiI6AE3NxlkMkCtLrktET0a3NzcxMLkL7/8gmbNmmHJkiUYPHgwsrO1A0U2bdqkt9Y3AHHEcdeuXXHjxg1s3rwZ27ZtQ3R0NEaOHIlZs2YhOzsbLVu2NDjVdkBAgNkxmhMHAPTt21cspP/666/o0qWLWNTNzs5GUFCQwTXYvb29xW0HB/1BhhKJ5MHASMv4+/vj/v37xY67uLiIo/ML45LJZIiNjYVMpv+wk7u7u8m4LBlAKJVq60W61xgaBW7qProjww0x9z1+WGRkpLiOvSFPPvkk/vnnHwDaqd11p3o3ZNGiRejbt6/Bc9WrV8edO3f0jt25cweenp56r69wKnpLPqePKhbSqRhlQVER7fb9NIR/MBKRNYOxfMS7aPLJB2hYoya+6P2a2Ea3iLYh7hh6zp6JUc92BaBtczKh6GmmfFXRT7FZ+UUjxdcf107z8XdsUWG7QF3DQHRFiVYQipKxs6MDWoTVtuBVAu5OedB/zuptcevxumlwkJu/7rpG0G976763uO2CNFTHWVxHewThFGRQohWWm+xPMPLTfvPWMhxYuB93NH6Q4B5qIRZARAlj3YnM5yF3gIe8+IwNhsgl/OQRIHfg0/5ERERERERkP5ydpcjJsbwoRERVn1QqxWeffYYPPvgAb7zxBho1agQnJyckJCSgY8eORq8LCAhA//790b9/fzz55JP46KOPMGvWLERFReH3339HYGAgPD0NDzZxdHSEuoSne8yN44033sD48eMRGxuLP//8EwsXLhTPRUVFITk5GXK5XG/6eUuZEy8AtGjRAufOnTOrnVqtRkpKCp588kmrYvL09ESNGjVw4MABvffnwIEDaN1au/RwYUE4KSkJPj7aQY0lTZH+MA8PD4SFhWHHjh14+umni5239j2uyKnd27Zti82bN+sd27Ztm7hkQKEzZ86gVq1a8Pf3N3kvYiGdDHDUGcG969xZKAsK8N+Na+Ka6Odv39Jro/uEz5R1awAA87f9Y6T3EqY3LygaZb7jrPFkoL2v/azJLJfpPxmlW+Tvj54Ix15sxEy8gHFm9VeQnWfwuOTYPozENzit6QZPpMIPGigRAU8kWx88ERERERERERFRFeHrK0dOzsNLShIRab3yyiv46KOP8MMPP2Ds2LEYO3Ys3n//fWg0GjzxxBPIyMjAgQMH4Onpif79+2PixIlo2bIlIiMjoVAosHHjRkRERADQjhD/5ptv8NJLL2HKlCmoVasWbty4gXXr1mHcuHGoVasWwsLCsHXrVly4cAF+fn7w8vIqNiraw8OjxDgA7bTs7dq1w+DBg6FWq9G9e9FswJ06dULbtm3Ro0cPzJw5E/Xr18ft27exadMm9OzZ0+B65oaEhYXhyJEjuH79Otzd3eHr6yuO9tbVuXNnDBkyBGq1uthIc13169dH37598dZbb+Hbb79FixYtcPfuXezYsQNNmzZFt27dzIrro48+wqRJkxAeHo7mzZtj6dKlOHHihDgbQN26dREcHIzJkydj6tSpuHjxIr799luz+tY1efJkDB8+HIGBgejatSuysrJw4MABvPvuu1a/xxU5tfvw4cMxf/58jBs3DoMGDcLOnTvxxx9/YNOmTXrt9u3bh+eee87q+zxK7KcSSXZDYmSUqafOUzESGJ7aXVXilNCmP3KWTBB9P/dxnQstHxmrVLtZfI0xbcJT0SY8FQDg665A27rabS9XJcKxFwDwDL42uz+JgW9MAIAd2mTXBJsQisNF7cGnbImIiIiIiIiIiLp390WjRi54cZB5RSMierTI5XKMGjUKM2fORE5ODr788ktMmDAB06ZNQ0REBLp06YJNmzahdm3tDLiOjo749NNP0bRpU3To0AEymQyrV68GoF1ve+/evQgJCUGvXr0QERGBwYMHIz8/XxyhPnToUDRo0ACtWrVCQEAADhw4YDCukuIo1LdvX5w8eRI9e/bUG8kskUiwefNmdOjQAQMHDkT9+vXRp08f3Lhxw+QI5oeNHTsWMpkMjRo1QkBAABISEgy269q1K+RyObZv315in0uXLsVbb72FDz/8EA0aNECPHj1w7NgxhISYv3zt6NGj8cEHH+DDDz9EkyZNsGXLFmzYsAH16tUDoJ2y/bfffsP58+fRtGlTzJgxA1999ZXZ/Rfq378/5syZgx9//BGRkZF44YUXcOmSdvndsnqPy1Pt2rWxadMmbNu2Dc2aNcO3336LxYsXo3PnzmKb/Px8rF+/HkOHDrVhpJWHRLBkkQGqEjIzM+Hl5YWUn5bBz8W12PmFO/7FyJifAQArRozGmwvmAQAm9XwVX/z1BwDg7w8+wUvfTQcAPNekHf493RvAekTWvI6ztxIf9FT40VoMYMiD7VUADK/dUBr1q29F/DdZFl0je/Nlo+cUS/+AXF42z5l89+Yrll8kkRRffB6AtH4ENBfjxX1V69ZQPv88NGcuo//v75UiyvKhVmlwbsttNOpSAzKHR++5HQchF9XUFy276L4U8m0e5RNQGfv+xkWkF6gwqGZt1HQunksqkgrAFg8HdMlSwbyJ6alQwbNZgI9lD+PckdXHlQsZ2LMmFgG1fNBlYPtyis7+MK9V7bxmT5jXrGdtXlNJbPu9zFaY15jXKgrzmvWY1yzDvMa8VlGY16xnTV6zRlXJhcxrzGsVJTMvFz7D+iMjI0NvmvL8/Hxcu3YNtWvXhrOzc+lvFBcHtGwJxMYCUVGl749s5ocffsCGDRuwdetWW4dCFliwYAH++usv/Pvvv7YOxabMzW2c2p3MJtMZJa07aP1UQncAHwAYAKB5Cb2Uz0dOsGKVcDenZOQoqpdDNIY5ebtCkZ5rXmNjz7c89DKVzz+vPeziVIrIiErnfym34WhsFgUzySQStPf2R103/iOHiIiIiIiIiIiIyN69/fbbSE9PR1ZWFjw8+HvdysLBwQHff/+9rcOoNFhIJ5N067lSaVEVV3dq9wJNiwdbvjA8K7zuQZ+yDE/k4ZwEwLKp2l97fCZ+2fNducRjiERqebH/Yc4uUhgqxUvCg0vdN5GlPOQOSC9Q4a5KUSb9OWSksZBOREREREREREREVAnI5XJ8/vnntg6DLDRkyJCSG5GIhXQym1SnSu4oL/roaHSK7YYGUreqXRfHr2m3a/g0wO37Ree+euUMImpkQgBw4KI/GtfKQK5CDrlMg+R0Z9TwzYOXiwqZeQ7YeioJa4/tAOABIBGNa/ngzE1fAIfRIlSNounjzfPDgMfQus73OHfbE6oCCVbsb49sRTgA4+vEl7XnYoYg9ewtSKQSuFX3xp3j13B+1SGj7Z2dDRfShbz88guSyIjXqocgMT8XAkq3QsiNvFwcyUiFppT9EBERERERERERERERlRUW0qkYY0Vk3anddYvqgmCofdGx5qHBYiH9fk5N8XjaovXwci0Q93u2um0yrtoBp7H22Fxx398jEsBZbTzSTiavNcRR7oChzwSJ+/FJCdh9Ltzifky5dzPR6LlM3wjUfaUN6r8GpKer4esrx71r9xH/10lIcnOh8fWFJD0d0Ggg+PlBkpYGQRCg8faGJCMD0J1Ku0BdpnETmcNFJkP9MhhBrtSU/7poRERERERERERERERElmAhncwml8pKbFOgEQC0A3BKPLZ4dx1xO0+p/cg1qpmhV0S3hrqMi2/BvrfE7bIakH5q5zaDx9XBwZANfg2rV9+Fl5ccZ87kols3H+zYnoP8996D49atUL74ImTnzkGalARVdDQc9u/H3YQEKN57D/LYWAheXmUTJBERERERERERERGRCYKh6WiJiCopc3MaC+lUzK20VIvaq3XmdpdJ3wIwFcAKk9c4yEr/TTclM0PcLotv4jJpyW0sJQiGi/0FjRoBABITlUhMVAIA9u3LRL4CgKMjVNHRAAB1o0ZQP2ireuIJyO8ka69v2fKhG3FELxERERERERERERGVLQcHBwBAbm4uXFxcSt9hUBAwaZL2/0RENpKbq11IuTDHGcNCOhXj5eIqbhdoSp4yXCIpqkDfuDfgwdabJVxT+sK3q6OTuF1QBqPTyyKmhynz8sxuq9F5IMHRzwuKPFWxNhJHY3+h+TQgEREREREREREREZUtmUwGb29vpKSkAABcXV2NLg9rFh8f4JNPtNv5+WUQIRGR+QRBQG5uLlJSUuDt7Q2ZzPRs3CykUzG63wQzHzyRAQCC0WJtUSFdoTJvuna1pvRzp5+7fVPc1pRBIb08RqRn6Yzuz0/LMdlWd1C9sRH2Khe3MomLiKi0kq9bNnsJERERERERERFVTtWrVwcAsZhORFTZeXt7i7nNFBbSySQ3Z2dxW6GSAlgGYIt+SV23AGzmyOgAD6XFsfh7eOrtK1RFI7are3tb3N/DWoQWjr4vu2nSXdw9zG6bk1N0X0Fj5H008mRMqZ4AJCKyQtKVuwAAlcK8B6iIiIiIiIiIiKhykkgkCAoKQmBgIFSq4jOpEhFVJg4ODiWORC/EQjoVo1uT1R0Zve/CcwBeB/AWVAWTAGwEEAtFQbDYRiqR4eHJ4J+KSMGe8wHo1/4GDl3yQ5+2iRjy1DWL42oSHIL/ffgpDl++iBxFPsIDq+P0zQTUqxaEIU9HW9zfw4Y97YZbacvQNBiQSstm5Lezm3X9GF3zXaUCDKzXIGUhnYgqmMxB+4NGo7Z1bBwJERERERERERFVBJlMZnbxiYioKmAh/RGnLFBBLpVBKpUiX6mEk4MDJJAAcAKg1Ft7PF/lIm4fuxoOoBuAbshXbQNQDwCgUuuPTPR1O4Qdn90qk1glEgmebx6F55tHlUl/D5NKJfjyFfML3yqFAg5OTnrHCpRKyB0dAWiL4ad377AqFsHYoHhjBXYioor2IB+5uDuX0JCIiIiIiIiIiIiIqPIph1WhqbLIVyoRPPptPDbxY6RkZKDmu8PQa843yFV6ALgNYMuDtcerAXBBRl6GeG1Seq5OT7pV38o3MjovKxPK/DyLrjnw52r88HZ/3DhzCnlZmchOv4/7Sbcxb3BfbFk0HwBw5O91VsdkdES6sRHule9tJ6JKTsxSzD9EREREREREREREVAVxRPoj7MzNBNzLysK9rCysPXYY6bn1sCHuBjychwLwBfAc7udsBXADwBm4OsaL1zo7GKuc6E/rkpaTVU7Rlw1Vfj4WvDMYAPDBijVmX3fk77UAgL2/LUdGSgpUinx4+PkDAM7t34PnhoxA3NZNVselMbZGuhEyHy+r70VEZJUHaYp1dCIiIiIiIiIiIiKqilhIf4Q5yYrW2r52NwDAfwDOQSI5KB6/mNwA2mneW+LEjVjx+Nyt/wB4+8GebhlFf2p3e5dxN0XcTk+5g5vxZ+Hu44vcrEw0aNMWMnnReyQIAi7HHoWXf2DR9Skp4mj2zHt3xeP//fsP8rO1DxE8Na0fmn7wlN59t29Px7Fj2WX3QrhGOhFVsKIR6cw/RERERERERERERFT1sJD+CHN+sJY3AFxMqv9gqxE2n/wewBAA+lOM5yhcdK7O19nWXSe8cq2VK3MsKpT/8uEovXP3k2+jfe8+4v7R//2FA2t+g0RatCKCRmN4MfMjG0xP656VpbYmXOO4dDpVAakqJbbdS4ajVIrHvHzhKuO3KLtmbAkKIiIiIiIiIiIiIqIqgGukP8J0BxEKQlFBOC07S+e47hVxOtu6BWTd9dL9yyi68peTkY4dS382ev5K7HG9/QNrfgMACDrFc933TVd+tukp7XNzDV9nreCG1cu0P6KK5Pjg4ZTMAhUOZ6Ri7/27iMu8b+OoyFwckE5EREREREREREREVREL6Y+wjNxcAN8BmGJ0QLNgdMSh7hTujjrbqXqt2tVraHV85ensvt1YNGooEs6eNtrmXuIN/D17Jr578xVs/P47g23UKpW47RUQaLCNId7eRWvJN23qCgAIDnZEnTra0f11m1aHg6MccgcZItrUBgB4+Lohsl04nFwc4OAkR52mtQAAMrkUj7/Q1Ox7E9mbuq7ueM6vOtp5+yPISTurhdLIbA9EREREREREREREREQVgfPmPsImrTkAYDsAQFmwSudMUfFcbVYhveh5jDqBgbhatOw4XJ10p323H1t/+sGsdlfijgEALh49ZLKds7sHBn/3A1ZN+gR3rl4xO46nnvJE27ae6NbNV+/4HVl9qF5yFfdbPRcpbkdFR4jb7V9qbva9iOyVTCJFG28/AMDWexokKfJLuILsAWd2JyIiIiIiIiIiIqKqjCPSH2FJ94umH1drdD8KRdWR3w8fMKOnp8WtqynuZRCZ+QqUShOj5rUj6gsejBoXNBqoFApcPRFb5nFIHsxtfC8xocz7JiKyT9rcK+Hc7kRERERERERERERUBbGQ/gjLzCta21wjGPsoGC6wA4Ab7kKOPJP3OHTJz+T5mxfiodGoTbYx5v6dJMwb3Bfbl/4EAMi+nwaNWr+vbUsWYt6gN5B57y7++HoyFrwzGKd2bLPqfqbUbKCdwr5l1xeKnfNtHIr0dO0I/uxsNRQKTllNRFUAR6QTERERERERERERURXGqd0fYRl52eK2Rq8gorsTYPBaTygxAYHIRHV8iSSj98hRGP+IbfpxDi4c0o54/2DFGm379PvIy86Gf61gANpiuVqpgn9wSLHr//rmawDA6V3bEdnhaaz+4nPUrN8QL386EbcvXURQeD2c2bMTALB25le4n3QbAMQR6U2feRZPvPqGtviu85JdPDygUipQoFBCgACpVPswgUajgdzBQRzhLpPLoS7QFshdPb0AAE+88gZadn0RgloDiVQKmYMcv9+5jesLktGtmw/++ec+3N1lCAuzzynviYjMJaZNDkgnIiIiIiIiIiIioiqIhfRHmI+bO+7naLc1Gt1KiAwNsRn3UBf3kKtzvKhNPWQAADyRbPX9C4vouha9OwwAMOjb+cjPzsKvkz4FAHQZ/i6qhdWBX81aYtv0O0X3/m/rZgDArYvncXj9Whz5ey2iunQTzxcW0XW5uHvA2c3wVPSOzi5wdHYxeK6kEriLu4fe/vUr2vWed+7MgEYDZGaqcekS14AmMuW2Ig9H0lPNbq8GkJInxTGFBjIT7RykEjRy84KzzFQrysvT4Pz5XKhUhoedZ0sToczXPlQkYSWdiIiIiIiIiIiIiKogFtIfYek5BeK2oFMICYMag6EtQn+Ed9AWC3AHEbiKogJxCIpGs1vq5oX4YoVtZX4eTvy7Rdz/c9oXyLx3V9zfsvB7ANqR61f/i0XG3RQER0QiMf4sAOCCzlruR/5eCwCI27LJ6hjLW16ednp3mYwFKCJdcol2BohreTm4lpdj8fXFH5kpLrOgAE/5Blrc96Pk0KFMHDliKs9niFsyB64SQ0RERERERERERERVDwvpj7Qx4pZEZwxnCK6L2+FIQi/8CAD4CHPE44LO2umOyMZzmISz6IFreFLvDgcm7Sx21z++mljs2KoJH+N+ctEU8bpFdF0/vzcCWan3AAA+1YMMtrFXhcVzXZGRrjaIhMh+RXn6IF+jhlJT/O+LKRoASQ5SBKk0MFbWvaPMx12lAnlqdanjrOoK81VgoAP8/Yv/qJAv8YRGIoOnjxt8q3tVdHhEREREREREREREROWOhfRHmIBone0izeo2By4fBgAMb90EOPrXgzNFhffOTw1E9u4vAAAd8S064js877MUb0yeht0rl6JZdGeERDYxOxbdIrophUV0S66xV56eMri5cXppIl0+Do7oFlDD4utUALZ4OKBLlgoORtrsTkvBXaXhh3TIsIgIF7Rr51ns+B1ZfagkfBCIiIiIiIiIiIiIiKouzsdqhw4ePIhhw4ahUaNG8PT0hKenJxo1aoRhw4bh4MGDZXinoqL0vSydZypUOut3Kw1P7btkd5i43QoxAICc+/dxYM1vuHTsCP43b5Ze++Ob/4fVX45HXnZWqaMmIiIiIiIiIiIiIiIiIipPHJFuR3JycjB69Gj88ssvxc7Fx8cjPj4eP//8MwYNGoR58+bBzc2tVPc7hn5oiCTcRE3cT/aAC8ZDBQd8e6MbQgobyYrGdrriHkajNW6gHZJQNNpcobN2+rn9e7THcnMhCALUBQWQOzhg72/LAQCndvxbqpjLkk+Q5aNeiahyc8/KQr2Dh4EXewHePrYOh4iIiIiIiIiIiIiI7BQL6XZCrVajV69e+PffokKzi4sLIiMjIZfLce7cOWRmZgIAfvnlF9y6dQubNm2CTGb91OD1cRXuABrist7c7iFoLm4LGgGSB9uN8D/44Rr8cA1r8JPYJginDfa/Yc43uBJ3DG/P/1k8di8xQdxu+fyLaPh4e+RlZcHZ3QMyuRwFKiUEjQb52dmQyeVwcnOHRAJAIoEqPx/qggIAQIFSCTdvH8hkMqiUCqgLCiCRSiGVSJGfmwNnVzdoBA00BQWQOzpqX9+DF6LRaODm6cVCOtEjyD0rC/X/3QLNk0+zkE5EREREREREREREREaxkG4nJkyYoFdEHzp0KKZPnw5fX18A2tHq06dPx1dffQUA2Lp1KyZOnIipU6eWyf2zAHFcuReuiseTU9UIerAdisPi8cZYX2KfV+KOAQCOb/pbPHY38Ya43eG1fpBIq+7qAgWCBpdyDE+NT0RkDzSCgGs386G4U6B3PCNDbaOIiIiIiIiIiIiIiIjsAwvpduDWrVuYPXu2uP/mm2/ip59+0mvj5uaGL7/8EgDEYvrs2bMxcuRI1KhR+pHVNwFEPNgOxm6kPNjOTDgjFtIf1xmFHoHNZvd9bv9ecTvt9i1xuyoX0QFAodHgzzuJRs9X8ZdPRJXAiaz72LQxxeh5qVRi9BwRERERERERERERUVXGUp4dmDdvHvLz8wEArq6umDNnjtG2EyZMQHBwMAAgLy8Pc+fOLZMYjD1R0QBbS913XlZmqfuojGSQIMTZFQ7y4oUob28Z2rf3tEFURERFsh4sl+HmJkVwsKPeV716zmjY0MXGERIRERERERERERER2QZHpNuBdevWiduvvvqqOJ27IY6Ojhg4cCCmTJkCAPjrr78wY8aMUseQV+oe6GHOMhn616yNgmezAB+NrcMhIjKqQQMXdO7MNeOJiIiIiIiIiIiIiApxRLqNXbhwAZcvXxb3u3TpUuI1Xbt2FbcvXbqEixcvljoOodQ9EBERERERERERERERERFVDSyk29jJkyf19tu2bVviNVFRUXB0dDTahzVkpe7BMh3feKuC70hEREREREREREREREREZB5O7W5j8fHx4rajo6O4/rkphe2uXLlSrA9rXQfQ+MG2ACkcWo+F1MER929cgEu1unAR7iIhGXCUa+DlH4DUhEuQu/nBt1ZtBEtiEeCpgruPL25eiEdIZBMIGg2y0lKhzMuFq6cXMu/dhUwuR80GEfDw80etBhGljpmIiIiIiIiIiIiIiIiIqDywkG5jN27cELdr1aoFiURi1nUhISFiIf369etlGtN957YY/e5jD/aaGWnVSme7nrgV1aVbmcZCRFQeUhT5UOXn2joMm8sqUNk6BCIiIiIiIiIiIiIiu8RCuo1lZmaK215eXmZf5+npKW5nZWWZbKtQKKBQKAze0xAHuRQsrZSdggIAKvMekCik1ghQSzTlE1AFUhdo9P7/qJEKAlRqy/7sUQAI5RNOlVbw0P8N0f0U/p1yC8lyvtOFNBoJVBbkqaqSo6zBvMa8VlHMyWtk2KP8s5c1mNeY1yoK85r1mNcsw7zGvFZRmNesZ01es0ZVyYXMa8xrFYU1ASKi4lhIt7GcnBxx29nZ2ezrXFxcDPZhyLRp0/DFF1+Y3XeLp2pii4eD2e2pBMd9rbjo/oOvquHC9mRbh2BDfpZf4lH2UTwqtpvIXbkyHzg5OQEAHBwc4OjoWFFh2TWpVIrs7OrYvt3dgquqVo6yBvOahZjXrGYqr5ER/NnLKsxrFmJesxrzmhWY16zCvGYh5jWrMa9Zwaq8Zo2qlQuZ1yzEvGaxXBnzGRHRw1hItzGVqug5L7nc/D8O3bZKpdJk208//RQffPCBuJ+ZmVlsLfYXdLYfcwY0WXz+rKwUPJ0FeFv2DORdWV2oJC4lN7Rz6gINLmxPRoNO1SGTS20dToVzEPIQoL5s2UXpEsh38Sd9SxVA+8uLTlkqE9/YHCAJrAUA6Fc9BEJwnQqKzr5pc5QCgKLEtoWqSo6yBvMa81pFMS+vkSGP8s9e1mBeY16rKMxr1mNeswzzGvNaRWFes541ec0aVSUXMq8xr1WUzDzWBIiIHsaf82zM1dVV3M7Pzzf7Ot22bm5uJts6OTmJozDNIXvwRWVDIgfgYNk/DmQyCTSSqvODsUwuhcyh6rwec8kECRykFv7DUC5hYi4FOQBznp3le1yEOco6zGsWYF4rFXPzGhVhXrMO85oFmNdKhXnNcsxr1mFeswDzWqkwr1nOmrxmjaqWC5nXLMC8ZhXmMiKi4h6977x2xt29aCrdvLw8s6/Lzc012AcREREREREREREREREREZUOC+k25u/vL24nJSWZfV1yctGaOH5+VqwRQ0REREREREREREREREREBrGQbmMNGjQQt1NTU/VGmpuSmJgobjds2LDM4yIiIiIiIiIiIiIiIiIielSxkG5jERERevsnTpwo8Zpbt27h7t27RvsgIiIiIiIiIiIiIiIiIiLrsZBuY61bt4aTk5O4v3///hKv2bdvn7jt7OyM1q1bl0tsRERERERERERERERERESPIrmtA3jUubu7Izo6Gps3bwYArFq1CuPGjTN5zapVq8Tt6OhouLm5WXRPQRAAAJlGzmtUKiDPvCnmqWQFWXmATGPRNVmyHKgkll1jjzQqDXJzc5GdmQ2pw6P33I6DkAcXdZ5lF2VJIc+TlU9AVZgKQK7MAZl5KjiYapifDykATX4+89wDj3KOsgbzGvNaRTE7r1ExzGuWYV5jXqsozGvWY16zDPMa81pFYV6znjV5zRpVJRcyrzGvVZTMPO37XFg/ICIiQCIwK9rcmjVr8Oqrr4r7GzZswIsvvmiwbVxcHFq3bg21Wi1e+/LLL1t0v6tXryI8PNz6gImIiIiIiIiIiIiIqMpJTExErVq1bB0GEZFdYCHdDgiCgBYtWuDkyZMAgKCgIOzcuRMNGzbUa5eUlITo6GjEx8cDAJo3b464uDhIJBKL7peeng4fHx8kJCTAy8urbF4EkQGZmZkIDg5GYmIiPD09bR0OVWH8rFFF4WeNKgo/a1RR+FmjisLPGlUUftaoovCzRhWFnzWqKIIgICsrCzVq1IBU+ujNfkBEZAindrcDEokEixcvRocOHZCXl4ekpCS0adMGI0aMQIcOHSCXy3H06FHMnz8fd+7cAQC4uLjg559/triIDkD8Jujl5cUfvqhCeHp68rNGFYKfNaoo/KxRReFnjSoKP2tUUfhZo4rCzxpVFH7WqKLws0YVgQPviIj0sZBuJ1q1aoVVq1ahb9++yMvLQ2ZmJmbMmIEZM2YUa+vi4oJVq1ahVatWNoiUiIiIiIiIiIiIiIiIiKhq4/wcdqRnz56IjY1FdHS0wZHmEokEnTp1QlxcHHr27GmDCImIiIiIiIiIiIiIiIiIqj6OSLczERER2L59OxITE3Hw4EHcunULAFCzZk20a9cOwcHBpb6Hk5MTJk2aBCcnp1L3RWQKP2tUUfhZo4rCzxpVFH7WqKLws0YVhZ81qij8rFFF4WeNKgo/a0RERLYjEQRBsHUQRERERERERERERERERERE9oJTuxMREREREREREREREREREelgIZ2IiIiIiIiIiIiIiIiIiEgHC+lEREREREREREREREREREQ6WEgnIiIiIiIiIiIiIiIiIiLSwUL6I+LgwYMYNmwYGjVqBE9PT3h6eqJRo0YYNmwYDh48aOvwyE7dvXsX//zzD6ZMmYLu3bsjKCgIEolE/IqJibGoP6VSid27d2PChAno2rUrQkND4ebmBmdnZwQFBaFjx474/PPPcfny5fJ5QVSlMK+RNZjXyJ4xr5E1mNfInjGvkTWY18ieMa+RNZjXiIiIKjGBqrTs7Gxh0KBBAgCTX4MGDRKys7NtHS7ZiaSkJCE0NLTEz83SpUvN6i8vL08YOHCg4O3tXWKfAASJRCIMGTJEyMzMLN8XSpUS8xpZg3mN7BnzGlmDeY3sGfMaWYN5jewZ8xpZg3mNiIio8pMIgiCAqiS1Wo3nn38e//77r3jMxcUFkZGRkMvlOHfuHDIzM8VznTt3xqZNmyCTyWwRLtmR69evo3bt2iW2W7p0KQYMGFBiu3v37iEgIKDY8ZCQENSoUQPOzs64fv06rl+/rnc+KioKO3fuhJeXl7mhUxXHvEbWYl4je8W8RtZiXiN7xbxG1mJeI3vFvEbWYl4jIiKq/Di1exU2YcIEvR/yhw4dips3b+LYsWM4dOgQbt++jfHjx4vnt27diokTJ9oiVLJjAQEB6NKlC8aPH4+///671P21adMGP/30E27evIkbN27g0KFD2LVrF65du4a4uDi0b99ebBsXF4dhw4aV+p5UdTCvUVlgXiN7wrxGZYF5jewJ8xqVBeY1sifMa1QWmNeIiIgqKVsPiafycfPmTcHZ2VmcyufNN9802nb8+PFiOxcXF+HWrVsVGCnZo4yMDGHNmjXC9evXi52DFVNP3bt3T4iOjhYOHjxYYlulUik8/fTTeveJi4uz9CVQFcS8RqXBvEb2iHmNSoN5jewR8xqVBvMa2SPmNSoN5jUiIqLKjyPSq6h58+YhPz8fAODq6oo5c+YYbTthwgQEBwcDAPLy8jB37tyKCJHsmKenJ15++WWEhoaWSX9+fn7Yvn072rZtW2JbBwcHLFy4UO/YunXryiQOqtyY16g0mNfIHjGvUWkwr5E9Yl6j0mBeI3vEvEalwbxGRERU+bGQXkXp/mD06quvwtfX12hbR0dHDBw4UNz/66+/yjU2opLUr18f9evXF/fPnz9vw2jIXjCvUWXGvEaGMK9RZca8RoYwr1FlxrxGhjCvUWXGvEZERFR6LKRXQRcuXMDly5fF/S5dupR4TdeuXcXtS5cu4eLFi+USG5G5dP9xmpmZacNIyB4wr1FVwLxGupjXqCpgXiNdzGtUFTCvkS7mNaoKmNeIiIhKh4X0KujkyZN6++ZM9xMVFQVHR0ejfRBVtBs3bojbgYGBNoyE7AHzGlUFzGuki3mNqgLmNdLFvEZVAfMa6WJeo6qAeY2IiKh0WEivguLj48VtR0dHcX0mUx5up9sHUUU7fPgwkpKSxP3HH3/chtGQPWBeo8qOeY0exrxGlR3zGj2MeY0qO+Y1ehjzGlV2zGtERESlx0J6FaT7pGGtWrUgkUjMui4kJETcvn79elmHRWS2L774Qtx2dnZGr169bBgN2QPmNarsmNfoYcxrVNkxr9HDmNeosmNeo4cxr1Flx7xGRERUeiykV0G66914eXmZfZ2np6e4nZWVVaYxEZlr5cqV2LJli7j/zjvvICgoyIYRkT1gXqPKjHmNDGFeo8qMeY0MYV6jyox5jQxhXqPKjHmNiIiobLCQXgXl5OSI287OzmZf5+LiYrAPoopy+vRpDB8+XNyvW7eu3tOz9OhiXqPKinmNjGFeo8qKeY2MYV6jyop5jYxhXqPKinmNiIio7LCQXgWpVCpxWy6Xm32dblulUlmmMRGV5M6dO+jRo4f4j0wnJyf8+uuvcHd3t3FkZA+Y16gyYl4jU5jXqDJiXiNTmNeoMmJeI1OY16gyYl4jIiIqWyykV0Gurq7idn5+vtnX6bZ1c3Mr05iITMnIyECXLl1w9epVAIBMJsOqVavw2GOP2TgyshfMa1TZMK9RSZjXqLJhXqOSMK9RZcO8RiVhXqPKhnmNiIio7LGQXgXpPmGYl5dn9nW5ubkG+yAqTzk5OXj++edx4sQJAIBEIsGSJUvQu3dv2wZGdoV5jSoT5jUyB/MaVSbMa2QO5jWqTJjXyBzMa1SZMK8RERGVDxbSqyB/f39xOykpyezrkpOTxW0/P78yjYnIkPz8fLz00ks4ePCgeGz+/Pno37+/DaMie8S8RpUF8xqZi3mNKgvmNTIX8xpVFsxrZC7mNaosmNeIiIjKDwvpVVCDBg3E7dTUVL0nYU1JTEwUtxs2bFjmcRHpUqlUePnll7Fjxw7x2MyZM/HOO+/YMCqyV8xrVBkwr5ElmNeoMmBeI0swr1FlwLxGlmBeo8qAeY2IiKh8sZBeBUVEROjtF07pY8qtW7dw9+5do30QlSW1Wo3XX38dmzZtEo9NnjwZH330kQ2jInvGvEb2jnmNLMW8RvaOeY0sxbxG9o55jSzFvEb2jnmNiIio/LGQXgW1bt0aTk5O4v7+/ftLvGbfvn3itrOzM1q3bl0usRFpNBoMGDAAa9euFY+NGzcOkyZNsmFUZO+Y18ieMa+RNZjXyJ4xr5E1mNfInjGvkTWY18ieMa8RERFVDBbSqyB3d3dER0eL+6tWrSrxGt020dHRcHNzK5fYiEaMGIGVK1eK+6NHj8aMGTNsGBFVBsxrZM+Y18gazGtkz5jXyBrMa2TPmNfIGsxrZM+Y14iIiCoGC+lV1IABA8TtU6dO4X//+5/RtnFxcfjnn38MXktUlj744AP89NNP4v6wYcMwZ84c2wVElQrzGtkj5jUqDeY1skfMa1QazGtkj5jXqDSY18geMa8RERFVHBbSq6iXX34ZzZo1E/fffvttnD9/vli7pKQk9OvXD2q1GgDQvHlz9O7du8LipEfHxIkTMXv2bHF/wIABWLhwISQSiQ2josqEeY3sDfMalRbzGtkb5jUqLeY1sjfMa1RazGtkb5jXiIiIKpZEEATB1kFQ+Th+/Dg6dOiAvLw8AICnpydGjBiBDh06QC6X4+jRo5g/fz7u3LkDAHBxccHevXvRqlUrW4ZNdmLo0KFYsWJFseMKhULclsvlkMlkxdrk5+fr7R89ehRt2rQR96VSKaKjoyGVmvcsT7Vq1bBs2TJzQ6cqjHmNSoN5jewR8xqVBvMa2SPmNSoN5jWyR8xrVBrMa0RERJUbC+lV3F9//YW+ffuKP+wb4+LiglWrVqFnz54VFBnZuwEDBlj9w/XDaWX37t14+umnrY4lNDQU169ft/p6qlqY18hazGtkr5jXyFrMa2SvmNfIWsxrZK+Y18hazGtERESVG6d2r+J69uyJ2NhYREdHG5ziRyKRoFOnToiLi+MP+URUKTCvEVFVw7xGRFUN8xoRVTXMa0RERESPJo5If4QkJibi4MGDuHXrFgCgZs2aaNeuHYKDg20cGRGRdZjXiKiqYV4joqqGeY2IqhrmNSIiIqJHBwvpREREREREREREREREREREOji1OxERERERERERERERERERkQ4W0omIiIiIiIiIiIiIiIiIiHSwkE5ERERERERERERERERERKSDhXQiIiIiIiIiIiIiIiIiIiIdLKQTERERERERERERERERERHpYCGdiIiIiIiIiIiIiIiIiIhIBwvpREREREREREREREREREREOlhIJyIiIiIiIiIiIiIiIiIi0sFCOhERERERERERERERERERkQ4W0omIiIiIiIiIiIiIiIiIiHSwkE5EREREj5Tr169DIpGIX2SZgoICREZGQiKRoF69eigoKDDYLiwsTHyPd+/eXbFBWiAmJkaM86mnnrJ1OFQKhw4dwoABA1C/fn24u7vr/T2vyM/ggAEDxPtOnjy5wu5rj6rSezFt2jTxtWzfvt3W4RAREREREVEFYCGdiIiIiIjM9sMPP+DcuXMAgClTpkAul9s4IiJg+vTpaN++PZYtW4ZLly4hJyfH1iFRFTNmzBhUq1YNAPD+++9DrVbbOCIiIiIiIiIqbyykExEREVGlVVlGPVcVmZmZmDJlCgCgfv36eO2112wcERFw/PhxfPbZZxAEAQDg7u6Odu3aoXPnzuKXr6+vxf3u3r1bzC9hYWFlHDVVNq6urvjwww8BAGfOnMGyZctsHBERERERERGVNw4fISIiIiIis8ydOxdpaWkAgA8//BBSKZ/LJdv75ZdfxCJ6VFQUdu/eDQ8PDxtHRVXR22+/ja+++gqZmZn46quv8NZbb3FWDiIiIiIioiqMv/kiIiIiokdKWFgYBEEQv8g8eXl5mDNnDgDAy8sLb775psn2169fF99jrj1O5Sk2Nlbcfvfdd1lEp3Lj6emJt956CwBw7do1/PbbbzaOiIiIiIiIiMoTC+lERERERFSiFStWiKPRX3/9dbi4uNg4IiKtws8lAAQHB9swEnoUDB48WNz+/vvvbRgJERERERERlTcW0omIiIiIqEQ//fSTuN23b18bRkKkT6VSidsymcyGkdCjoHnz5oiIiAAAHDt2DHFxcTaOiIiIiIiIiMoLC+lEREREVKlcv34dEokEEokEN27cEI8//fTT4nHdr4enFde9XiKRGL3PgAEDxDaTJ08GAGg0GqxZswYvvPACQkND4eTkhICAAHTv3h07d+402M+hQ4fw5ptvIiwsDE5OTvD19cUTTzyBn376CRqNxqLXLggC1q9fj4EDB6Jhw4bw8fGBi4sLQkJC0L17d/zyyy96RcWycuHCBXH67MDAQLRr167Ea8LCwsT3b/fu3QbbxMTEGPxzOnv2LEaNGoWIiAi4u7vD09MTTZs2xbhx45CcnFwWL6lEZR3Dhg0b0L9/f9SrVw+enp5wc3ND7dq10bt3byxfvhwFBQUl9rF7927x/QoLCzPrvpMnTxavGTBggME2xv5OJCQkYMqUKWjdujWqV68OmUxm8u+MJe7fv4/Zs2cjOjoatWrVgrOzM/z8/NCkSROMGTMGR48eNXm97uerpDwQExNjUWyF79nTTz8tHrtx44bB/GJJ/1u3bsUrr7yCOnXqwNnZGf7+/njyyScxZ84cKBQKi2IEgKNHj+LDDz9EixYtEBgYCCcnJ1SvXh1PPvkkpk2bhnv37lncp7kUCgUWLFiAjh07IjAwEC4uLggPD8fLL7+Mf/75x6o+b9y4gUWLFuGNN95AkyZN4O3tDQcHB/j6+qJRo0YYMmQItm7darIPjUaDkJAQ8c9mwYIFZt//5s2b4mdcIpGY/Az27NlT3F65cqXZ9yAiIiIiIqJKRiAiIiIiqkSuXbsmADD7q2PHjiavN6Z///5im0mTJgmpqanCc889Z/Je06dPF69Xq9XCqFGjTLaPjo4W8vLyzHrdx48fF1q0aFHi661Xr55w/Phxq95bY6ZOnSr237dvX7OuCQ0NFa/ZtWuXwTZLly4t9uc0ffp0QS6XG319Hh4ewo4dO8rolZV/DFeuXBHatWtX4p9bw4YNhcOHD5vsa9euXWL70NBQs+4/adIk8Zr+/fsbbGPo70RMTIzg5uZmMNbSWrlypeDn51fie9K3b18hOzvbYB+6n6+SvpYuXWpRfLrvmTX9P5w7srKyhD59+pjso0GDBkJiYqJZ8aWkpAi9e/cuMS5vb29h2bJlFr12c5w7d06IjIw0ee8+ffoI2dnZxd4LY3r27ClIJBKz3u8nn3xSSE5ONtrX5MmTxbYtW7Y0+3VNmTJFvK5JkyYm2+7du1dsGxwcbPY9iIiIiIiIqHKRg4iIiIioEnFxcUHnzp0BAHv27EF+fj4A4LHHHoOvr2+x9k2bNi31PQsKCvDSSy9h//79AIA6deogJCQE6enpOHXqlDiy/JNPPkFoaCj69OmDESNGiNOh+/v7o2HDhtBoNDhx4gRyc3MBADt27MCYMWOwaNEik/ffsmULXn75ZeTk5IjH/P39Ua9ePTg5OeHatWviqNxLly7h6aefxtatW9G2bdtSv3YAeqNAO3ToUCZ9GvLll19i4sSJAAAPDw80atQIzs7OOH/+PO7cuQMAyMrKQvfu3XH27FmEhobadQwXLlzAM888g9u3b4vH3N3d0ahRIzg6OiI+Ph6pqakAgPPnzyM6OhobN24sNotCRVuzZo04el0mk6Fx48bw8fFBcnIyLly4UKq+582bhzFjxugdCw4ORp06dZCZmYnTp0+Lo/NXrVqFq1evYuvWrfDw8NC7pmPHjuKfR0l5oGbNmhbFWLduXXTu3BlpaWk4duwYAMDZ2RkdO3Y02N5U/2q1Gr1798a///4LAAgKCkLdunWhVqtx8uRJ8e/0hQsX8MILL+D48eOQy43/M/3atWt47rnncPnyZfGYi4sLIiMj4enpiTt37uDcuXMQBAHp6eno378/MjIy8O6771r0Hpi6f3R0NJKSksRjbm5uiIyMhIODA+Lj45GWlobVq1dDo9HAxcXFrH5PnToFQRAAaD9z4eHhCAwMhKOjI1JTUxEfHw+lUgkA2LdvH9q3b4+4uDh4enoW62vw4MH48ssvoVarERsbi5MnT6JZs2Ym7y8IAn755Rdxf8iQISbbt27dGs7OzsjPz0diYiLi4+PF6d6JiIiIiIioCrFxIZ+IiIiIyGrmjHp+mDUj0n19fQUAQqtWrYTY2Fi9dpcvXxaaNm0qtg0PDxd+++03AYAQGBgo/Pnnn4JarRbbZ2RkCK+99prYXiqVChcuXDAax6VLlwR3d3exfevWrYXdu3cLGo1Gr92RI0f0RqyHhoYK6enpZr0npigUCsHR0VHsNy4uzqzrLB2R7uvrK0gkEsHb21tYunSpoFQqxXYajUaIiYnRi6Nfv36lfm3lGYNSqRSaN28utnV0dBRmzJgh5OTkiG1UKpWwbNkywcvLS2xXrVo14e7duwb7rKgR6R4eHgIAYcyYMcK9e/f02l6+fNms+xpy6NAhQSaTifepV6+esHv3br02KSkpwqBBg/TiGTRokMl+rckD5rDm/RYE/dxROPK+UaNGxWLLzc0VxowZo/daFy9ebLTf/Px8oVmzZmLboKAgYcWKFYJCodBrl5iYqDcC3sHBQTh27JglL90gjUYjdOjQQexXJpMJU6ZM0Zs1QKlUCj///LOYs/z9/c0akd6kSRNh8ODBwpYtWwzO0pGdnS38+OOPen9Xhg0bZrS/F154QWw3atSoEl/btm3bxPZOTk5Campqide0bt1avObHH38ssT0RERERERFVPlwjnYiIiIioBGlpaWjWrBl27dqFqKgovXPh4eFYt24dHBwcAABXrlxB//794e7ujj179qB3796QSot+7Pb09MSKFStQr149ANo1fVetWmX03oMHD0Z2djYA4MUXX8T+/fvRsWPHYmtVt27dGvv27UPz5s0BaNcbnjdvXqlf++nTp8WRoFKpFA0bNix1n4akpaXB2dkZu3btwoABA8T3EwAkEgn69++PadOmicfWrl2rN0Lf3mJYsGABTpw4Ie4vW7YM48aNg6urq3hMLpfjrbfewubNm+Ho6AgAuHPnDiZMmFCmr8tSWVlZmDp1KubMmQM/Pz+9c+Hh4Vb3+84770CtVgMAQkNDsW/fvmKjvAMCArBkyRKMHDlSPPbLL7/gyJEjVt/XllJTUxEREYEDBw4Um2nAxcUFc+bMwYsvvigeW7ZsmdG+vv76a5w8eRIAULt2bcTGxqJfv37iZ6dQrVq18Ntvv2Ho0KEAAJVKhY8//rjUr2Xt2rXYu3evuD937lxMmDABbm5u4jEHBwcMGTIE69atg1QqNXud9kOHDmHx4sXo3LkznJ2di513c3PDiBEjsH37dvHv5fLly8UZHR729ttvi9urVq0SZywwZsmSJeJ2r169DM5u8rAmTZqI28ePHy+xPREREREREVU+LKQTEREREZlh0aJFcHd3N3guPDwczzzzjLivVCoxfvx4o0VnBwcHDBw4UNw/cOCAwXZHjhwRC1d+fn5Yvny5XnH3YW5ubli4cKG4v3DhQnG6ZGudO3dO3K5Ro4bZUzVb49NPPxUfBDDk7bffFu+fl5eHuLg4u4xBEAT8+OOP4n7Pnj3Rp08fo322a9cO7733nri/YsUKZGRkWB58GWnatCk++eSTMu3z0KFD+O+//8T9efPmoVq1akbbz5o1S2/a/Pnz55dpPBVp0aJF8Pb2Nnr+/fffF7ePHj0qTm2vKzc3V+89WLZsGYKCgkzeV/dBiJ07d5Z6Wn7dJSjatWun97DDw5599ln079/f7L51i/GmtGrVSvy7lJ+fr7fshK6uXbsiODgYAHD//n2sW7fOaJ9paWn466+/xP2SpnUvpPtQiW6eJCIiIiIioqqDhXQiIiIiohJERkaiTZs2Jtu0bt1a3JZIJBg0aJDJ9rr9xcfHG2yzYsUKcbt///4mi3G6/datWxcAcPv2bZw/f77Ea0wpXHsd0BbSy1PhCFpj3Nzc0KJFC3G/tK+tvGI4f/68XtHy4TXBDRk9erQ4c0FOTg62b99ubshlbvDgwXqzKJSF9evXi9u1a9dG9+7dTbZ3dnbG8OHDxf0NGzZAo9GUaUwVoWHDhnjyySdNtmnbtq34fisUCly7dq1Ym82bNyMtLQ0AEBUVVWKfAODq6oqePXuK+zt37rQkdD1ZWVl617/zzjslXjNq1Cir72eKbu4sXMP+YTKZTC8H6444f9jKlSuhUCgAaIvjTz/9tFlx1KxZU9zWzZNERERERERUdbCQTkRERERUgpKK6ABQvXp1cbtOnToICAgwu316errBNvv27RO3dUe8l6Rx48bidmlHbetOzezj41OqvkypXbu23ntijG7xytj7ZusYdKchd3NzM6voWbNmTb0CvS2nMn/iiSfKvE/d19OlSxezrnnhhRfE7czMzHJ5cKK8tW3btsQ2zs7OelPoG/pM2ToXxMbG6j3I0Llz5xKviYqKQmBgoEX30Wg02Lt3L2bOnInBgwejd+/e6Nq1K7p06SJ+6c66cevWLaN9DR48GDKZDACwa9cugw8oAPpF9kGDBhVbNsMY3Xx49+5ds64hIiIiIiKiykVu6wCIiIiIiOydqSmoC+mufW1O8Ui3fW5ubrHzgiDg7Nmz4v7XX3+N77//vsR+Ae265oXMXaPYGN01wMtzWndzCthAye+bPcRw+fJlcTsyMtLs0d1NmjRBbGxssT4qWmnWQTdG9/Xori1tSsOGDSGXy8Wpzi9fvoxGjRqVeWzlqaw+U2fOnBG3N27cqPd33BTdQnNpcoHun1+1atXg7+9v1nWRkZFISUkxq+3y5csxfvx4JCYmmh2XqSUQgoOD0bVrV2zcuBGCIGDJkiX46quv9NocO3YMp06dAqAdxT5gwACz762bDwsKCqBUKoutV09ERERERESVGwvpREREREQlsLQ4UhbFlIyMDKjVanH/4MGDVvdTVkq73rop1rxnZR1PWcWgO6JYd6RxSXSLk/fv37c4lrLi4eFR5n1a857I5XJ4e3uLBWBbvifWKqvPVGpqqrh9/vx5q0bnlyYX6L73lnymzW377rvv6q0Bb67CKdmNGTZsGDZu3AgAiImJwRdffCGOUgf0R6M///zzFi1fUZ75kIiIiIiIiOwDp3YnIiIiIrJDuiPBS6O060q7ubmJ2/n5+aUN55GgW9yzpJCq27akAmF5Kuv10YHK/57YWlnkg9LkAqVSKW5b8ufn5ORUYpvVq1frFdEjIyPx3Xff4dChQ0hKSkJubi40Gg0EQYAgCFi6dKnZ93/++edRq1YtANrR+Vu2bBHP5ebm4rfffhP3hwwZYna/AJCXlyduy+VyjkYnIiIiIiKqglhIJyIiIiKyQ15eXnr7x44dEwtJlnxNnjy5VHHYyyjpykT3zy4rK8vs63Tbent7l0ksurMa2JI9vSeVke77980331iVC3bv3m31/T09PcVta//8jJk+fbq43aNHD/z33394//338fjjj6N69epwcXHRW7fckvvLZDIMGjRI3Ncdgb5mzRpkZmYCAIKCgtCtWzez+wX082FAQIBF1xIREREREVHlwEI6EREREZEdcnd311s32dx1hstaaGiouK273jIZp1tUu3btmtnXXblyxWAfhXRHvKpUKrP61J1S3ZaseU/u3r2rVzR9lIuV1apVE7dtkQsCAwPF7Zs3b4rr1pekpD/rlJQUnDx5UtyfPXs2HBwcTF5jaR4aMmSIOJ37xo0bxfdPt6g+YMAAvSnfzaEbh26eJCIiIiIioqqDhXQiIiIiqrR0p6CuiuvVPv744+L24cOHbRJDRESEuF04zTKZFhUVJW5fv37drMKnWq3G8ePHDfZRSHft8vT0dLM+82fOnCmxTUXQfT1Hjx4165ojR46I2xKJBC1atCjzuEyxp/xi61yg+94rFAqcOnWqxGuysrJKXMs9MTFR3Pb390dYWFiJ/R46dKjENrqCg4PRpUsXANoHUJYtW4aLFy9i3759ALSfrcGDB1vUJwBcvXpV3G7UqJHF1xMREREREZH9YyGdiIiIiCot3fW7dderrSo6d+4sbq9atcom03Q3adJEHCGq0Whw7ty5Co+hsmndurU4elwQBPz+++8lXrNt2za9gvuTTz5ZrE1wcLC4nZubqzeC3ZC7d+9aXHQsL7qvZ9u2bbh3716J16xcuVLcbty4cYVP7W5P+UU3Fxw8eBCXL1+u0PvXq1dPb1T8H3/8UeI1a9euLXHmBHNnVih05coVsQBuiWHDhonbv/zyi95o9Keeegrh4eEW93n69Glxu2XLlhZfT0RERERERPaPhXQiIiIiqrSqV68ubld0YakiDBkyBO7u7gC0ox+nTZtW4TE4OTmhTZs24r7uqGkyzMvLC7179xb3p02bJq7FbEhBQQE+++wzcb958+YGR6R7e3ujdu3a4v6aNWtMxjFlyhQoFApLQi83ffr0EZcqUCqVmDx5ssn2x44d03t91owYLi3d/HLv3j1kZGRUeAyFWrdujXbt2gHQzl4wcuRIaDSaCru/RCJBv379xP0ffvgBt2/fNto+Pz8fX375ZYn9BgUFidv37t3DxYsXTbYfM2aMVbMDdOvWDTVr1gQAnD9/HvPmzRPPWfPZUiqVeqPyO3bsaHEfREREREREZP9YSCciIiKiSku32Lh06VKbFrrKg6+vL8aPHy/uT5w4EV988UWJozjT09Mxb948vPbaa2USh+5o2D179pRJn1XduHHjIJfLAWinxO/Vq5fBYrpSqcTAgQPx33//icd0/8wf1rNnT3F75syZRguP8+bNww8//GBt+GXO29sb77zzjrj/ww8/GI3v4sWL6NWrl1gorlGjBgYOHFghceqqWbOmuDa4IAiYO3duhcega+bMmeJn6t9//0WvXr2QlpZm8hqlUol169bh8ccfR35+fqnuP3r0aPFhiOzsbPTo0QOpqanF2uXn56Nv3756U58bExoaqre++OjRo6FUKou1U6lUeOedd7Bp0yarYpfJZBg0aJBejADg4+Oj99CLuY4ePSr2UbNmTURGRloVFxEREREREdk3ua0DICIiIiKy1uuvv45vvvkGgiDgxIkTqFmzJqKiouDj4wOJRAJAOyX0V199ZeNIrTdu3DgcPXoU69atgyAImDx5MpYsWYLXX38dbdq0gb+/PwoKCpCWloYzZ87g0KFD2LVrF1Qqld5I8tLo1asXJkyYAADYvn071Go1ZDJZmfRdVTVv3hwTJkzApEmTAAA7duxAZGQkhg8fjlatWsHBwQGnT5/GokWLEB8fL173+uuvmyzsjRw5Ej/++CPy8/ORnp6ONm3a4L333kO7du0gl8tx8eJFrFy5Evv374erqys6d+6Mv/76q9xfrzmmTJmCzZs3i8sDjBo1Cn/99Rf69euH2rVrIzMzEzt37sRPP/2E3NxcANp1ypcsWQJPT0+bxPzGG29gzpw5AIBJkyZhyZIliIiIgLOzs9hm9OjReOaZZ8o9lvbt2+Pbb7/FmDFjAAB///03QkND0adPH3Ts2BE1atSAXC5Heno6Ll26hOPHj2PLli1IT08vk/uHhITgyy+/xIcffghAO2tA48aNMWLECLRp0wZyuRynTp3CwoULcfHiRfj6+iIqKgrbt2832e+YMWPwwQcfAAC2bt2Kli1bYsSIEYiMjIRSqcTJkyexZMkSnD9/HjKZDG+99RaWLl1qcfxDhgzB1KlT9Uby9+3bV+/P0lxbt24Vt60pxBMREREREVHlwEI6EREREVVazZs3x2effYapU6cCAHJycoqtn1tWRSRbkUgk+P333/Hee++JI3gTExMxc+bMCouhUaNGaNGiBf777z/cu3cP+/fv51TGZpg4cSIyMzPx7bffAgBu3rxpcrR5r169EBMTY7LPOnXq4LvvvhNHd6enpxucJt3JyQkrVqzAqVOn7KaQ7uLigu3bt+O5557DmTNnAGgfMNixY4fB9g4ODli+fDm6dOlSkWHqmTx5MrZv3y7Gm5CQgISEBL02PXr0qLB4Ro8eDU9PTwwfPhwKhQLZ2dlYvHgxFi9eXCH3/+CDD3D9+nV8//33AIDk5GTxYRFdTk5OWL58eYnLDwDa17R161axOH3mzBmMHDmyWDupVIrZs2fDw8PDqkJ6SEgIunTpgs2bN4vHhgwZYnE/APT+TulOeU9ERERERERVC6d2JyIiIqJK7auvvsLOnTvRr18/NGjQAO7u7uJo9KpCLpdj/vz52LdvH5577jmTo8ElEglatGiBL7/80qwilrmGDRsmbv/2229l1m9VN2vWLGzevBnNmzc32iYsLAwxMTH4888/4ejoWGKfI0aMwK+//qq3hreuqKgo7N+/H7169bI27HITFBSEI0eOYNKkSfDx8THYRiqVomvXroiLi0OfPn0qOEJ9Xl5eOHr0KL7//ns8++yzCAoKsmoEc1kaMGAA4uPjMXjwYLi5uZlsGxYWhlGjRuHYsWNlFve8efOwbNmyEj9/3bp1M6s/mUyGDRs24IMPPoCTk5PBNo0bN8bWrVvx7rvvWh03ADRr1kzcbtWqld6+uU6dOoWzZ88CAFq0aIHHHnusVDERERERERGR/ZIIgiDYOggiIiIiIjJfRkYG9u/fj8TERKSlpUEul8Pb2xt169ZF06ZN4e/vX+b3zM3NRXBwMNLS0uDp6YmkpCRxvWQyz5UrV3Do0CHcuXMHarUaAQEBiIqKsqqYB2jXjd63bx/Onj2L7OxsBAUFoUWLFlb3V9EKCgpw8OBBnD9/HqmpqXB1dUXNmjXRsWNHBAQE2Dq8SkGpVOLIkSO4ePEiUlNToVar4enpidDQUDRu3BhhYWHldm+1Wo09e/YgPj4eWVlZ4uevadOmVveZmpqKXbt24dq1awC0D140bdq0VH0WEgQB4eHhYt8LFy7E22+/bXE/Y8aMwbx58wAAS5cuxYABA0odGxEREREREdknFtKJiIiIiMgsU6ZMEadxtrYIRURkC9u2bcNzzz0HAHB3d8etW7fg6elpUR9ZWVkIDg5GRkYGQkNDcenSJTg4OJRHuERERERERGQHOLU7ERERERGZ5b333hOn4/7uu++g0WhsHBERkXlmzJghbvft29fiIjoA/Pzzz8jIyAAAfP755yyiExERERERVXEspBMRERERkVk8PT0xceJEAMDFixfx+++/2zgiIqKSzZ07Fzt27ACgXZP9gw8+sLiP3NxcfPPNNwCAyMhIDBw4sExjJCIiIiIiIvvDqd2JiIiIiMhsBQUFaNq0KeLj41G3bl3Ex8dDLpfbOiwiItHOnTsxb948qFQqXLx4EZcvXxbPDR8+HAsWLLC4z+nTp+PTTz8FAPz777949tlnyyxeIiIiIiIisk8spBMRERERERFRlRETE2NwxHjz5s2xd+9eeHh42CAqIiIiIiIiqmw4tTsRERERERERVUmOjo6oX78+Pv/8c+zbt49FdCIiIiIiIjIbR6QTERERERERERERERERERHp4Ih0IiIiIiIiIiIiIiIiIiIiHSykExERERERERERERERERER6WAhnYiIiIiIiIiIiIiIiIiISAcL6URERERERERERERERERERDpYSCciIiIiIiIiIiIiIiIiItLBQjoREREREREREREREREREZEOFtKJiIiIiIiIiIiIiIiIiIh0sJBORERERERERERERERERESkg4V0IiIiIiIiIiIiIiIiIiIiHf8H8wqcqLDbGs0AAAAASUVORK5CYII=",
-      "text/plain": [
-       "<Figure size 2000x1000 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "# Visualize results\n",
-    "EXPE_LIST = [f\"{RAW_DATA_DIR}/expe0/replay_user_rigid_simu_solar_wind_0\",f\"{RAW_DATA_DIR}/expe0/dm_user_multi_behavior_low_effort_simu_solar_wind_65565\",f\"{RAW_DATA_DIR}/expe0/dm_user_multi_behavior_max_effort_simu_solar_wind_yellow_147465\",f\"{RAW_DATA_DIR}/expe0/dm_user_multi_behavior_renonce_simu_solar_wind_0\"]\n",
-    "LABEL_LIST = [\"rigid only\", \"low effort\", \"max effort yellow\",\"renounce\"]\n",
-    "COLOR_LIST=[\"black\",\"blue\",\"darkred\",\"gray\"]\n",
-    "plot_queue_windows(EXPE_LIST,LABEL_LIST,COLOR_LIST,red_windows_dict[0][\"_simu_solar_wind\"],yellow_windows_dict[0][\"_simu_solar_wind\"],7*12*24,7*13*24-2*24,fontsize=25)\n",
-    "plot_load_windows(EXPE_LIST,LABEL_LIST,COLOR_LIST,red_windows_dict[0][\"_simu_solar_wind\"],yellow_windows_dict[0][\"_simu_solar_wind\"],7*12*24,7*13*24-2*24,fontsize=25)\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "ec6a7ed9",
-   "metadata": {},
-   "source": [
-    "## State distribution\n",
-    "We can see the state distribution during a week of the experiments. We cross with the used energy data"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "d9066775",
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
+       "<Figure size 600x300 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -190,56 +118,44 @@
     }
    ],
    "source": [
-    "red_windows,yellow_windows = red_windows_dict[0][\"_simu_solar_wind\"],yellow_windows_dict[0][\"_simu_solar_wind\"]\n",
-    "#energy datafile\n",
-    "production_dataframe = pd.read_csv(f\"{ROOT_DIR}/data_energy/energy_trace_sizing_solar.csv\")\n",
-    "day_offset = 7*(12)\n",
-    "yellow_threshold = 42*150\n",
+    "# Import energy datafile\n",
+    "prod = pd.read_csv(f\"{ROOT_DIR}/data_energy/energy_trace_sizing_solar.csv\")\n",
+    "prod[\"date\"] = pd.to_datetime(prod[\"time\"], unit='s', utc=True, origin=time_origin_energy)\n",
+    "prod.set_index(\"date\", inplace=True)\n",
+    "\n",
+    "# Select days to plot\n",
+    "beg, end = \"Aug 26 00:00:00 2019\", \"Aug 31 00:00:00 2019\"\n",
+    "beg_short, end_short = \"Aug 26\", \"31\"\n",
+    "select = prod[(prod.index >= beg) & (prod.index < end)]\n",
+    "\n",
+    "# Plot renewable prod\n",
+    "fig, ax = plt.subplots(figsize=(6,3), constrained_layout=True)\n",
+    "select.plot(kind=\"line\", xlabel=\"\", y=\"power\", ylabel=\"solar production (kW)\", color=\"black\", drawstyle=\"steps-post\", ax=ax)\n",
+    "\n",
+    "# Display window thresholds\n",
+    "yellow_threshold = 42*150 # 42 servers, 150W max each\n",
     "red_threshold = yellow_threshold//2\n",
-    "# plot the windows and production we add a 150 days offset because our experiments start in 1st June and\n",
-    "# the energy data start at 1st January\n",
-    "beg = 24*3600 + day_offset*24*3600\n",
-    "end = 8*24*3600 + day_offset*24*3600\n",
-    "plot_window_list_extra(red_windows,yellow_windows,beg, end, red_threshold,yellow_threshold, production_dataframe,150,tick=6,width=12,height=6,fontsize=18)\n",
-    "ax = plt.gca()\n",
-    "ax.yaxis.set_ticks(np.arange(0, 30000, 5000), labels=np.arange(0, 30, 5))\n",
-    "ax.set_xlim(beg, end)\n",
-    "plt.ylabel(\"renewable production (kW)\")\n",
-    "plt.legend()\n",
-    "plt.savefig(f\"{FIG_DIR}/windows_distrib.pdf\", bbox_inches=\"tight\")\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "ename": "ValueError",
-     "evalue": "cannot convert float NaN to integer",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "\u001b[1;32m/home/mael/git/stage-jolyne/demand-response-expe/analyse_campaign3.ipynb Cell 7\u001b[0m line \u001b[0;36m1\n\u001b[0;32m----> <a href='vscode-notebook-cell:/home/mael/git/stage-jolyne/demand-response-expe/analyse_campaign3.ipynb#X45sZmlsZQ%3D%3D?line=0'>1</a>\u001b[0m plot_window_list_extra(red_windows,yellow_windows,\u001b[39m24\u001b[39;49m\u001b[39m*\u001b[39;49m\u001b[39m3600\u001b[39;49m \u001b[39m+\u001b[39;49mday_offset\u001b[39m*\u001b[39;49m\u001b[39m24\u001b[39;49m\u001b[39m*\u001b[39;49m\u001b[39m3600\u001b[39;49m,\u001b[39m8\u001b[39;49m\u001b[39m*\u001b[39;49m\u001b[39m24\u001b[39;49m\u001b[39m*\u001b[39;49m\u001b[39m3600\u001b[39;49m \u001b[39m+\u001b[39;49m day_offset\u001b[39m*\u001b[39;49m\u001b[39m24\u001b[39;49m\u001b[39m*\u001b[39;49m\u001b[39m3600\u001b[39;49m, red_threshold,yellow_threshold, production_dataframe,\u001b[39m150\u001b[39;49m,tick\u001b[39m=\u001b[39;49m\u001b[39m6\u001b[39;49m,width\u001b[39m=\u001b[39;49m\u001b[39m12\u001b[39;49m,height\u001b[39m=\u001b[39;49m\u001b[39m4\u001b[39;49m,fontsize\u001b[39m=\u001b[39;49m\u001b[39m12\u001b[39;49m)\n",
-      "File \u001b[0;32m~/git/stage-jolyne/demand-response-expe/scripts/plot_library.py:81\u001b[0m, in \u001b[0;36mplot_window_list_extra\u001b[0;34m(red_window_list, yellow_window_list, begin_exp, end_exp, red_threshold, yellow_threshold, energy_produced_dataframe, offset_day_production, tick, width, height, fontsize)\u001b[0m\n\u001b[1;32m     79\u001b[0m ax\u001b[39m.\u001b[39mxaxis\u001b[39m.\u001b[39mset_ticks(np\u001b[39m.\u001b[39marange(begin_exp, end_exp \u001b[39m+\u001b[39m \u001b[39m1\u001b[39m, tick \u001b[39m*\u001b[39m \u001b[39m3600\u001b[39m))\n\u001b[1;32m     80\u001b[0m ax\u001b[39m.\u001b[39mxaxis\u001b[39m.\u001b[39mset_ticklabels(np\u001b[39m.\u001b[39marange(begin_exp \u001b[39m/\u001b[39m\u001b[39m/\u001b[39m \u001b[39m3600\u001b[39m, end_exp \u001b[39m/\u001b[39m\u001b[39m/\u001b[39m \u001b[39m3600\u001b[39m \u001b[39m+\u001b[39m \u001b[39m1\u001b[39m, tick) \u001b[39m%\u001b[39m \u001b[39m24\u001b[39m,fontsize\u001b[39m=\u001b[39mfontsize)\n\u001b[0;32m---> 81\u001b[0m power_max\u001b[39m=\u001b[39m\u001b[39mint\u001b[39;49m((power_produced_max\u001b[39m*\u001b[39;49m\u001b[39m1.2\u001b[39;49m)\u001b[39m/\u001b[39;49m\u001b[39m/\u001b[39;49m\u001b[39m100\u001b[39;49m\u001b[39m*\u001b[39;49m\u001b[39m100\u001b[39;49m)\n\u001b[1;32m     82\u001b[0m tick_y \u001b[39m=\u001b[39m power_max \u001b[39m/\u001b[39m\u001b[39m/\u001b[39m \u001b[39m10\u001b[39m\n\u001b[1;32m     83\u001b[0m ax\u001b[39m.\u001b[39myaxis\u001b[39m.\u001b[39mset_ticks(np\u001b[39m.\u001b[39marange(\u001b[39m0\u001b[39m,power_max,tick_y,dtype\u001b[39m=\u001b[39m\u001b[39mint\u001b[39m))\n",
-      "\u001b[0;31mValueError\u001b[0m: cannot convert float NaN to integer"
-     ]
-    },
-    {
-     "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA/YAAAF3CAYAAAAPa9AAAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/NK7nSAAAACXBIWXMAAA9hAAAPYQGoP6dpAABLFElEQVR4nO3de3gTdd7+8TtN2/REQE4thVIrlUMF5KQlK0oVlqr1jO4uIqAgLIgioMiy8lPEA8o+iKAIKkjZXZBFV10FBQraKlIQOQiCgiA8RaHtowLh0GM6vz9YxgbaQEtKOvB+XVeui8x8Mt/v9MOkuTuTxGYYhiEAAAAAAGBJQYGeAAAAAAAAqD6CPQAAAAAAFkawBwAAAADAwgj2AAAAAABYGMEeAAAAAAALI9gDAAAAAGBhBHsAAAAAACyMYA8AAAAAgIUFB3oCVlBWVqZ9+/apTp06stlsgZ4OAAAAAOA8ZxiGDh8+rNjYWAUF+T4nT7A/A/v27VNcXFygpwEAAAAAuMDs3btXzZo181lDsD8DderUkXT8B+p0OgM8G9+MXw/IyMgK9DRqjFHXI891R09Znm9PVIktPAAzqr4Qo0CNPTsrXGf/JFK2Q/ZzPKOaV1n/JOv1kP55o3+1n6/+nay295P+eavt/apIZT08X/vnT1U5lv3pQu6NlY+/C/H5sipsv+8uW/2LAj2NSrndbsXFxZl51BeC/Rk4cfm90+ms/cG+xCMjPCLQ06gxRoRHHmfZKcsL7JEqsVlrv0OMIDk9Ff8isEdEyFZ8/j3RVtY/yXo9pH/e6F/t56t/J6vt/aR/3mp7vypSWQ/P1/75U1WOZX+6kHtj5ePvQny+rApbHadstTzfSTqjt4Pz4XkAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFhYcKAnYCVHjx6V3W4/ZbndbldYWJhXXWWCgoIUHh5erdpjx47JMIwKa202myIiIn6rLSryXetwmPcLiotUVlZxrSRFltu3qtQWFhfLU1bml9oIh0M2m02SVFRUotJS79pj9gKV/Hd9eERYudpieUo9lW43LNyhoKDjf98qLi5RaUmpX2odYaHm/5XKakOMAh31FCksLER2+/HtlpSUqrjYI3thsGyFp/5fc4SEKPi/2y0pLVVxqY85lKst9XhUVFJSaW1ocLBCgoOrXOsp86iwuPLakGC7QoNDzNqCwkJ5jhZVWFscViLbf/9blpWVqbCg4jpJCg4JVmhoyBnV2oPtcjhCJUmGYajgWKFfah1BRVLIb/ePltuvk/tnDwpSWGjob7WFlW83KMim8FBHtWqrctxX5znCKPRU2L/IyN9qCwsKfT5HRET+9pxWVFgkj8fHcV+F2qoc9+ERvz33VPR8Ur5/4aGhvx33pSUq8bXdKtSGhYbIHmSvcm1VjvuTa0/un8MRrODg/z5HlHpUVPRbbfnnVEkKCQ1RSMh/nyNKS1Vc5OO4L1fr8XhUVFhcaW35Y7kqtWVlZV7HXHn2wmCFloaazz1lZWUqKPaxXbtdjpDjtYZh6FiRj+eeKtRW5bg/k9oT/QsKsik8vFzt0aJT+nVCUJBNYeHlfocfK/R53Jc/NqpSW5Xj/kTtid+BJ3Mq6rfamnodUVKiUk/lx1xVagPxHHHysVzR64jKlD/uq1JbWupRYWFhha9NpHP3OuJMa0933FelNthuV+h/z4UahqFjx7xryx9/VXrNYQ+SI6zc7+WjBX6pPfm4P3a04mNNkkKKQhWhclmjhl9HVCaQWcN29KhsYaGKiIgo9zqiSKU+ftdWpTY8PLxcfihWiY9jo6JaX1nxFAZO69ChQ4akSm833nijV31ERESltd27d/eqbdiwYaW1Xbp08aqNj4+vtDYpKckwDMMo+/lXw/OPt42kps0qrY1v2Mjw/ONt89YloUWltQ3r1PGq7d46qdLaiFCHV+0Nl3f0+XMrX9v7iq4+a91v/MPw/ONto/TDhUa/fr/zWftlboaxy/OVscvzlXHPsLt81mbt+sCsvf+Rfj5rP978L7N2xBODfda+t2aeWTv2hRE+a5cvf9QoKpptFBXNNl566W6ftR888hfzZzZn8AM+axc+ONqsXfjgaJ+1cwY/YNZ+8MhffNa+3H+QWbvyrxN81r7wp3vM2jVPTfJZO/L/3Wv+zD7e/C+ftfc/0s+szdr1gc/ae4bdZdZ+mZvhs/aO/jeZtVvcn/usvbF3itm3oqLZPmtvuLyj1//3iFBHpbXdWyd51TasU6fS2i4JLbxq4xs2qrQ2qWkzr1q/PUc0jDKKimYbOaWfGbs8XxnJ3TtVWhseEWb+fHd5vjJSbrjK58+tfO0NvXv4rN3i/tysvaP/TT5rv8zNMHJKPzOKimYbf/7ztb7n8OIM8+fwyI03+6zdPOlFs/aJ230/96x5apJZ+8Kf7vFZu/KvE8zal/sP8llbleeIBQuGmv9/FywY6rP2hTlPmj/f2R+85LN2wsuPmbXzV87yWTv2hRFm7Xtr5vmsHfHEYLM242vftY/ceLP5c9j14gyftcN6pJq1uTN8H8v9u3U3a91v/MNnbe8runodR75qq/Iccc01Lb2eexo2jKq0tl2XJK/jqGl8k0prL026xKv20qRLKq1tGt/Eq7Zdl8pfG9RvWM+r1tdzREREqFH64cIafR3h+cfbRv9u3X3W5s6YbdYO65Hqs7Y2PEdU5XXEe++NMGvfeOM+n7VVeY6oDa8jnrj9LrN286QXfdZW9Tmi9MOFRlHRbOPHH6f6rK3K64gbevfwOjZ81abccJVXbXhEWKW1yd07edXWb1i30touiZcE/nVELckaR44cMTPXgAEDfNbm5+ebtQ884Pt37e7du83aRx991GftN998Y9Y++eSTXusOHTp02szKpfgAAAAAAFiYzTAquYYCJrfbrbp162rfvn1yOp2nrK9Nl+IbvxyQ8fHK8+bymBNOXBZn1PPoWPcDp1w6m29PVInt+FsRrHMp/jE19uys+FL8lZGyHTwPL8WPKJSnR8X/538Nay2bo64kq1yKX6j4kP8173tdin9S/86bS/HreSrsX2SkQ3n2liqxRVjmUvxQFSjas6PiS/HL9e+8uhT/pP75uhS//HOqVPsuxbd7jsh5ZGuFdfaVkQo9ch5eiv/f/lV0Kf7J/Tqhdl+Kf/x34MmcXzQwjz8uxa/kUvyTjuVzdSl+6UeOCl+bSBfApfiNguTpdaTCS/HLH3+18VL8kiO/VHisSVLIJ3UUUXCBX4rfK0W2BhfV2kvx3W63YmNjdejQoQpzaHm8x74KIiMjFRkZeUZ1VdnmmSr/HvrT1pY7mE6nfDDwZ235Fyn+rHU4QnTy7kXYw1ViC6+gNlQ6wymHhoaYLxrPRW2IYSjS4z25kJBghYQEyx4WJltYxb88zdpyvxhPJ9huN1/s+7PWHmRX5Gnm6V0bJk9kxU9+R+whOvFUFxQU5PVC0Jeq1NpsNr/VhhiGVO71UPn3mZ+uf+V/0ZxOVWqrctxX5znCCPNU2r8Tyr+YOJ3yL1L8Wnsmx71xovbU55PK+hcaHGK+EDydmqqtynF/cq2v/gUH280X8FLlz6nHa4MVfIZzsNvtZ3zMVaU2KCjI65jz2k5YmNf7gIOCgs74OLLZbDVSK539cV9Z/yIjHT77VV75MO7P2qoc9ydqK/odeEptTb2OCAkx/0Djz9pz9Rzh61g+8TriTFSlNjjYLscZvDaRavp1xJnVVuW4P5Na47+/8G022ynPPZUdf1V5zSGpRmsrO9bsjlCp3N8Iavp1hL9r/fEcYYuMlO2kPOZwOOQ4w/2rSm1oaKhCz3DOJ2o9Pv6weDIuxQcAAAAAwMII9gAAAAAAWBjBHgAAAAAACyPYAwAAAABgYQR7AAAAAAAsjGAPAAAAAICFEewBAAAAALAwgj0AAAAAABZGsAcAAAAAwMII9gAAAAAAWBjBHgAAAAAACyPYAwAAAABgYQR7AAAAAAAsjGAPAAAAAICFEewBAAAAALAwgj0AAAAAABZGsAcAAAAAwMII9gAAAAAAWBjBHgAAAAAACwt4sP/pp590zz33qEGDBgoPD1e7du301VdfmesNw9ATTzyhJk2aKDw8XD179tT333/vtY1ff/1Vffv2ldPpVL169TRo0CAdOXLEq2bz5s26+uqrFRYWpri4OE2ePPmc7B8AAAAAADUpoMH+wIEDuuqqqxQSEqKPP/5Y27Zt05QpU3TRRReZNZMnT9b06dM1a9YsrV27VpGRkUpNTVVhYaFZ07dvX23dulUZGRlavHixPvvsMw0ZMsRc73a71atXL8XHx2v9+vX629/+pgkTJuj1118/p/sLAAAAAIC/BQdy8BdeeEFxcXGaO3euuSwhIcH8t2EYeumllzR+/HjdeuutkqS///3vio6O1vvvv68//elP+vbbb7V06VKtW7dOXbp0kSS9/PLLuvHGG/U///M/io2N1fz581VcXKw333xToaGhuuyyy7Rp0ya9+OKLXn8AAAAAAADAagJ6xv6DDz5Qly5ddNddd6lx48bq2LGj3njjDXP97t27lZubq549e5rL6tatq+TkZGVnZ0uSsrOzVa9ePTPUS1LPnj0VFBSktWvXmjXXXHONQkNDzZrU1FRt375dBw4cOGVeRUVFcrvdXjcAAAAAAGqjgAb7H374QTNnztSll16qZcuWadiwYRoxYoTmzZsnScrNzZUkRUdHez0uOjraXJebm6vGjRt7rQ8ODlb9+vW9airaRvkxyps0aZLq1q1r3uLi4vywtwAAAAAA+F9Ag31ZWZk6deqk5557Th07dtSQIUM0ePBgzZo1K5DT0rhx43To0CHztnfv3oDOBwAAAACAygQ02Ddp0kRJSUley9q0aaOcnBxJUkxMjCQpLy/PqyYvL89cFxMTo/z8fK/1paWl+vXXX71qKtpG+THKczgccjqdXjcAAAAAAGqjgAb7q666Stu3b/datmPHDsXHx0s6/kF6MTExWrlypbne7XZr7dq1crlckiSXy6WDBw9q/fr1Zs0nn3yisrIyJScnmzWfffaZSkpKzJqMjAy1atXK6xP4AQAAAACwmoAG+1GjRmnNmjV67rnntHPnTi1YsECvv/66hg8fLkmy2WwaOXKknnnmGX3wwQfasmWL+vfvr9jYWN12222Sjp/hv/766zV48GB9+eWX+uKLL/Tggw/qT3/6k2JjYyVJd999t0JDQzVo0CBt3bpV//rXvzRt2jSNHj06ULsOAAAAAIBfBPTr7q644gq99957GjdunCZOnKiEhAS99NJL6tu3r1nz2GOP6ejRoxoyZIgOHjyobt26aenSpQoLCzNr5s+frwcffFA9evRQUFCQevfurenTp5vr69atq+XLl2v48OHq3LmzGjZsqCeeeIKvugMAAAAAWF5Ag70k3XTTTbrpppsqXW+z2TRx4kRNnDix0pr69etrwYIFPsdp3769Pv/882rPEwAAAACA2iigl+IDAAAAAICzQ7AHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCAhrsJ0yYIJvN5nVr3bq1uT4lJeWU9UOHDvXaRk5OjtLS0hQREaHGjRtrzJgxKi0t9arJzMxUp06d5HA4lJiYqPT09HOxewAAAAAA1LjgQE/gsssu04oVK8z7wcHeUxo8eLAmTpxo3o+IiDD/7fF4lJaWppiYGK1evVr79+9X//79FRISoueee06StHv3bqWlpWno0KGaP3++Vq5cqfvvv19NmjRRampqDe8dAAAAAAA1K+DBPjg4WDExMZWuj4iIqHT98uXLtW3bNq1YsULR0dHq0KGDnn76aY0dO1YTJkxQaGioZs2apYSEBE2ZMkWS1KZNG61atUpTp04l2AMAAAAALC/g77H//vvvFRsbq0suuUR9+/ZVTk6O1/r58+erYcOGatu2rcaNG6djx46Z67Kzs9WuXTtFR0eby1JTU+V2u7V161azpmfPnl7bTE1NVXZ2dqVzKioqktvt9roBAAAAAFAbBfSMfXJystLT09WqVSvt379fTz31lK6++mp98803qlOnju6++27Fx8crNjZWmzdv1tixY7V9+3a9++67kqTc3FyvUC/JvJ+bm+uzxu12q6CgQOHh4afMa9KkSXrqqadqYpcBAAAAAPCrgAb7G264wfx3+/btlZycrPj4eC1atEiDBg3SkCFDzPXt2rVTkyZN1KNHD+3atUstWrSosXmNGzdOo0ePNu+73W7FxcXV2HgAAAAAAFRXwC/FL69evXpq2bKldu7cWeH65ORkSTLXx8TEKC8vz6vmxP0T78uvrMbpdFZ4tl6SHA6HnE6n1w0AAAAAgNqoVgX7I0eOaNeuXWrSpEmF6zdt2iRJ5nqXy6UtW7YoPz/frMnIyJDT6VRSUpJZs3LlSq/tZGRkyOVy1cAeAAAAAABwbgU02D/66KPKysrSnj17tHr1at1+++2y2+3q06ePdu3apaefflrr16/Xnj179MEHH6h///665ppr1L59e0lSr169lJSUpH79+unrr7/WsmXLNH78eA0fPlwOh0OSNHToUP3www967LHH9N133+nVV1/VokWLNGrUqEDuOgAAAAAAfhHQ99j/+OOP6tOnj3755Rc1atRI3bp105o1a9SoUSMVFhZqxYoVeumll3T06FHFxcWpd+/eGj9+vPl4u92uxYsXa9iwYXK5XIqMjNSAAQO8vvc+ISFBS5Ys0ahRozRt2jQ1a9ZMs2fP5qvuAAAAAADnhYAG+4ULF1a6Li4uTllZWafdRnx8vD766COfNSkpKdq4cWOV5wcAAAAAQG1Xq95jDwAAAAAAqoZgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALCygwX7ChAmy2Wxet9atW5vrCwsLNXz4cDVo0EBRUVHq3bu38vLyvLaRk5OjtLQ0RUREqHHjxhozZoxKS0u9ajIzM9WpUyc5HA4lJiYqPT39XOweAAAAAAA1LuBn7C+77DLt37/fvK1atcpcN2rUKH344Yd6++23lZWVpX379umOO+4w13s8HqWlpam4uFirV6/WvHnzlJ6erieeeMKs2b17t9LS0nTttddq06ZNGjlypO6//34tW7bsnO4nAAAAAAA1ITjgEwgOVkxMzCnLDx06pDlz5mjBggW67rrrJElz585VmzZttGbNGnXt2lXLly/Xtm3btGLFCkVHR6tDhw56+umnNXbsWE2YMEGhoaGaNWuWEhISNGXKFElSmzZttGrVKk2dOlWpqanndF8BAAAAAPC3gJ+x//777xUbG6tLLrlEffv2VU5OjiRp/fr1KikpUc+ePc3a1q1bq3nz5srOzpYkZWdnq127doqOjjZrUlNT5Xa7tXXrVrOm/DZO1JzYRkWKiorkdru9bgAAAAAA1EYBDfbJyclKT0/X0qVLNXPmTO3evVtXX321Dh8+rNzcXIWGhqpevXpej4mOjlZubq4kKTc31yvUn1h/Yp2vGrfbrYKCggrnNWnSJNWtW9e8xcXF+WN3AQAAAADwu4Bein/DDTeY/27fvr2Sk5MVHx+vRYsWKTw8PGDzGjdunEaPHm3ed7vdhHsAAAAAQK0U8Evxy6tXr55atmypnTt3KiYmRsXFxTp48KBXTV5envme/JiYmFM+Jf/E/dPVOJ3OSv944HA45HQ6vW4AAAAAANRGtSrYHzlyRLt27VKTJk3UuXNnhYSEaOXKleb67du3KycnRy6XS5Lkcrm0ZcsW5efnmzUZGRlyOp1KSkoya8pv40TNiW0AAAAAAGBlAQ32jz76qLKysrRnzx6tXr1at99+u+x2u/r06aO6detq0KBBGj16tD799FOtX79e9913n1wul7p27SpJ6tWrl5KSktSvXz99/fXXWrZsmcaPH6/hw4fL4XBIkoYOHaoffvhBjz32mL777ju9+uqrWrRokUaNGhXIXQcAAAAAwC8C+h77H3/8UX369NEvv/yiRo0aqVu3blqzZo0aNWokSZo6daqCgoLUu3dvFRUVKTU1Va+++qr5eLvdrsWLF2vYsGFyuVyKjIzUgAEDNHHiRLMmISFBS5Ys0ahRozRt2jQ1a9ZMs2fP5qvuAAAAAADnhYAG+4ULF/pcHxYWphkzZmjGjBmV1sTHx+ujjz7yuZ2UlBRt3LixWnMEAAAAAKA2q/Kl+CUlJQoODtY333xTE/MBAAAAAABVUOVgHxISoubNm8vj8dTEfAAAAAAAQBVU68PzHn/8cf31r3/Vr7/+6u/5AAAAAACAKqjWe+xfeeUV7dy5U7GxsYqPj1dkZKTX+g0bNvhlcgAAAAAAwLdqBfvbbrvNz9MAAAAAgHOvTFJxSLBks1W43rAHyVPoqHBdqd0mT8UPqxVshk2FnornbreHyBZqP8czql1sxcWyFRYGdA6hoaEKCjr7b6GvVrB/8sknz3pgAAAAAAik4mC79sTFqCw0RFIlCd1uSD8aFa7yKFjVfHfzORKpArWqeFW0TWpYi/8qcQ7YfvlZOhjYt5cHBQUpISFBoaGhZ7Wdan/d3cGDB/XOO+9o165dGjNmjOrXr68NGzYoOjpaTZs2PatJAQAAAEBNMiTlNqqvYGcdNWnQQEGVnLGXXTKiyipcVWpzqNI/CNQKhoKNogrX2I4ESRf656HXiZItOHDfAF9WVqZ9+/Zp//79at68uWyV/R88A9Xai82bN6tnz56qW7eu9uzZo8GDB6t+/fp69913lZOTo7///e/VnhAAAAAA1LRSe5CO1YlQ04vqKcJR8eXqko4H+7CKE3CpLVRGLT5jb1OZgo2K/yhhK7YT7MPCAhrsJalRo0bat2+fSktLFRISUu3tVOt/4ejRo3Xvvffq+++/V1hYmLn8xhtv1GeffVbtyQAAAADAueCxB0k2m0LsgQ12uLCduAT/bL9OvlrBft26dfrzn/98yvKmTZsqNzf3rCYEAAAAADXPJslWqy+kx/nvbC6/L69awd7hcMjtdp+yfMeOHWrUqNFZTwoAAAAAAJyZagX7W265RRMnTlRJSYmk439lyMnJ0dixY9W7d2+/ThAAAAAAgKqa8MIL6pjSPdDTUEpKikaOHFmjY1Qr2E+ZMkVHjhxR48aNVVBQoO7duysxMVF16tTRs88+6+85AgAAAACASlTrkyLq1q2rjIwMrVq1Sps3b9aRI0fUqVMn9ezZ09/zAwAAAABYSHFx8Vl/L3tNbOt8Vq0z9oWFhZKkbt266YEHHtBjjz1GqAcAAABwQdr9f8eUtf0X7fn5WI2P9ftrr9fIB0dr5IOj1bherJo2aq4J/2+iDMMwaw4cOKCBAwYrun5zRUXF68Yb/6Tvv/9BkmQYhqKj2+id/3xg1ndM6a7YpCTz/qo1axQW20THjh3fn4OHDun+hx9W41YtVffiePW47VZ9/c03Zv2JS95n/+MfuqRTR4U3ja1w7ulvLdBFlyTo/Y+WqOUVVyi8aayuv+tO7f3pp9NuK+fHH3XbPX1VJ7656l4crz8OGqi8/Hyv7T8/7SXFtGktZ3xzDXp4hAqLCr3WX3vLLRr5+F+9lt1222269957zftFRUUaO3as4uLi5HA4lJiYqDlz5pjrv/nmG91www2KiopSdHS0+vXrp59//tlcf/ToUfXv319RUVFq0qSJpkyZUuHPwt+qFezr1auna665Rv/v//0/ffLJJyooKPD3vAAAAACgVjt4rESD3vxa17/4pYakb1HqlC816M2vdaigpEbH/effFyg4OFir1mbqf176m6ZPfUVvzk431w++b6g2fLVB//7PQn3xxRIZhqGbbuqjkpIS2Ww2XX11V2WuWiVJOnDwoL7dsUMFhQX67vsdkqSs1V/oio4dFRERIUn6w8D79H8//6yPFv5LX638RB3bX66ed9yuXw8cMMfcuXu33l38of6dPk8bM7MqnfuxggI99+KLmvfqq1q15CMdPHRIfQbf71Vz8rbKysp0W7979OvBg8r8zwda/u9/64c9e/Sn+3973KL339dTkyfr2cfHa92KlWoSHa2Zb75Z5Z9t//799dZbb2n69On69ttv9dprrykqKkqSdPDgQV133XXq2LGjvvrqKy1dulR5eXn6wx/+YD5+zJgxysrK0n/+8x8tX75cmZmZ2rBhQ5XnUVXVuhR/xYoV+uyzz5SZmampU6eqtLRUXbp0Uffu3ZWSkqLf//73/p4nAAAAANQqjyz8Ttk7D3gty955QKPf2qY5Ay+vsXGbxTXV36a+IJvNppatWmrrlq16+aVXNGjwfdr5/U4t/mCJPl21Qr/73ZUKNgr1z3/OVHx8R73//se6665blJJylV6f+XdJ0merV6tju3aKadxYmau+UOtLWyrriy90ze9+J+n42fsvN2xQ3nfb5XA4JEn/M3Gi/vPxR3rngw80ZMAASccvmZ8341U1atjQ59xLSkr08gsvKLlzF0lS+owZSnK59OWG9bqyU+cKt5WR+am2bNumHzZsVFzTppKkea++qrZXXaV1Gzboik6dNO21WRrYt68G3XOPJOmZvz6ulVlZKiwqOuOf644dO7Ro0SJlZGSYV6Rfcskl5vpXXnlFHTt21HPPPWcue/PNNxUXF6cdO3YoNjZWc+bM0T//+U/16NHj+DznzVOzZs3OeA7VVa0z9t26ddNf//pXLV++XAcPHtSnn36qxMRETZ48Wddff72/5wgAAAAAtcoPPxfo8+8PyGN4L/cY0qrvD9ToZflXJl/p9f3nya4rtfP7XfJ4PPru2+0KDg7WlclXmOsbNKivVq1a6Lvvjp+Rv+Yal7Zt367/+/lnZa1ere5XXaXuV3VT1hdfqKSkRKvXrVPKVVdJkr7e+o2OHD2qhi0vVZ345uZt9//+r3bt2W2OEd8s7rShXpKCg4N1RcdO5v3Wl7ZUvbp19e2OHZVu69sdOxTXtKkZ6iUpqVXr44/771UG3+7YoeTOnb3G6trlClXFpk2bZLfb1b17xZ+k//XXX+vTTz9VVFSUeWvdurUkadeuXdq1a5eKi4uVnJxsPqZ+/fpq1apVleZRHdU6Yy8d/2tGZmameSsqKtJNN92klJQUP04PAAAAAGqfnF98nwn+318KdHHDiHM0m6pp1y5J9S+6SFmrV+uz1av1zOOPK6ZxY02ePl3rNm5USUmJfnfFlZKkI0ePqkl0tD4t9578E+rVrWv+OzLSf/vqz22VFxRk8/osAknmV7hLUnh4uM/HHzlyRDfffLNeeOGFU9Y1adJEO3fu9M9Eq6FaZ+ybNm2qrl27aunSperatas+/vhj/fzzz3rvvff08MMP+3uOAAAAAFCrNG/g8Lk+voHvkHg21n25zuv+2jXrlHhpC9ntdrVu00qlpaX6cu1vNb/88qu2b9+lNm2Onzm22Wy62tVVH3z8kbZu/07dkpPV/rLLVFRcpNfnpatLhw6KjIyUJHVq3165+fkKDg5W4iWXeN0aNmhQ5bmXlpbqq00bzfvbv/9eBw8dUpuWLSt9TJuWLbX3p5+8PmRv2/bvdPDQISW1bGXWrF2/3vvnsv4rr/uNGjRUbl6eed/j8eibch8C2K5dO5WVlSkrq+LPCOjUqZO2bt2qiy++WImJiV63yMhItWjRQiEhIVq7dq35mAMHDmhHuasRakq1gn2jRo107Ngx5ebmKjc3V3l5eXyAHgAAAIALxiUNw3X1pRfJbvNebrdJ3S69qEbP1u/N+VGPjf6LdmzfoX+9tUgzX5ml4SMekCQlXpqom2+9SQ8MeVBfrMrW119/o379HlDTpjG69dbf3jbdvVs3vfXuu+rQtq2ioqIUFBSka1wuzX/nHfP99ZLUs3uKXFdcodv799PyTz/Vnpwcrf7ySz3+7DP6auPGU+Z2OiEhIRrxl79o7fqvtH7TJt330IPq2qWL+f76ivTsnqJ2SUm6589/1oavv9aXG9ZrwAMPqPvvrlKXjh0lSSOG/FlzFyzQ3AXztWPnTj35/PPa+t13Xtu59uqrtSQjQ0uWL9d33+/QsOHDdfDgQXP9xRdfrAEDBmjgwIF6//33tXv3bmVmZmrRokWSpOHDh+vXX39Vnz59tG7dOu3atUvLli3TfffdJ4/Ho6ioKA0aNEhjxozRJ598om+++Ub33nuvgoKqFburpFojbNq0Sbm5ufrLX/6ioqIi/fWvf1XDhg31u9/9To8//ri/5wgAAAAAtc6LfVrLlXiR1zJX4kV6sU9SJY/wj779+qigoEDdklM08sFHNHzEMN0/ZKC5/vU3Z6pj5466/eY/6Kqr0mQYhhYvfkshISFmTferfiePx6Pu/30v/fFl3eTxeJRyVTdzmc1m05K3Fupql0sDH3pQrZKvVJ/B9ytn715FN25c5blHhIfrsREj1PfPf1a3tBsVFRmphbPn+HyMzWbT+//4py6qV1fdb7lZv7/jDl1y8cVaOHu2WfPH22/X+Ece0dinnlKXHtcp58e9GnrffV7bGdi3r/r/8Y8aMPwBpdxyiy655BJde+21XjUzZ87UnXfeqQceeECtW7fW4MGDdfToUUlSbGysvvjiC3k8HvXq1Uvt2rXTyJEjVa9ePTO8/+1vf9PVV1+tm2++WT179lS3bt3UuXPlf7TwF5tx8psMquiXX35RZmam/vOf/+itt95SWVmZPB6Pv+ZXK7jdbtWtW1eHDh2S0+kM9HR8Mn45IOPjlYGeRo0x6nnk6XXklOV59pYqsdXO9zBVJsQ4pmhPxZfl2JdHyXbQfo5nVPMq659kvR7SP2/0r/bz1b+T1fZ+0j9vtb1fFamsh+dr//ypKseyP52PvSkMDdGehGZKaNZUYaGhlRfaJcNZcb4ptYXJUJD2/HxM//tLgeIbhNf4++p/f+31uvzy9vqflyafttamMgUbhRWvc9ulcxzb0t9aoFGPP64DP+w+ffG5UNcpW3C1P3bOLwoLC7V7924lJCQoLCzMa11Vcmi19uLdd981PzRv27Ztql+/vrp166YpU6ZU+gmCAAAAAHA+urhhRK39oDxcGKoV7IcOHaprrrlGQ4YMUffu3dWuXTt/zwsAAAAAAJyBagX7/Px8f88DAAAAAHAaGZ8uDfQUqu3ePnfr3j53B3oa56Vqv6HA4/Ho/fff17fffitJSkpK0q233iq7/fx67w0AAAAAALVZtYL9zp07deONN+qnn35Sq1bHvzdw0qRJiouL05IlS9SiRQu/ThIAAAAAAFSsWl93N2LECLVo0UJ79+7Vhg0btGHDBuXk5CghIUEjRozw9xwBAAAAwM8MSYbO6ivCgLN0ll9SZ6rWGfusrCytWbNG9evXN5c1aNBAzz//vK4q9z2IAAAAAFAbhZR4FFRaqp/dbjV0OmWrrNAuGYVlFa4qtQVJlT+yFjAUbJRUuMZW7DnnX3dX6xQWBvTr7gzD0P/93//JZrMpJCTkrLZVrb1wOBw6fPjwKcuPHDmiUF/fAQkAAAAAtYDdMNT0p//TT5L2uN2qNKDbDSms4rOqHgWrmhdBnyNlsqu04lWFNslTm/8oUfNs4WGSPbD9s9lsatas2Vl/Vl21gv1NN92kIUOGaM6cObryyislSWvXrtXQoUN1yy23nNWEAAAAAOBciCwsUosfflJJiF2VBXujjkeeq45VuO4X+8UqtYXX4AzPTrBRoAaePRWus38RIdvhC/uDz21Xd5XtoroBnUNISIhfPoC+WsF++vTpGjBggFwul3nJQElJiW699VZNmzbtrCcFAAAAAOeC3TBkL67krLYkw+ORJ6yownXBdkNGLT7pHWwYCvNUPHe7J0S24orfYnChsIWGyhYWFuhp+EW1gn29evX0n//8Rzt37tS2bdskHf+6u8TERL9ODgAAAAAA+FbtNxTMmTNHt912m+666y7ddddduu222zR79uxqT+T555+XzWbTyJEjzWUpKSmy2Wxet6FDh3o9LicnR2lpaYqIiFDjxo01ZswYlZZ6/8UtMzNTnTp1ksPhUGJiotLT06s9TwAAAAAAapNqnbF/4okn9OKLL+qhhx6Sy+WSJGVnZ2vUqFHKycnRxIkTq7S9devW6bXXXlP79u1PWTd48GCv7UVERJj/9ng8SktLU0xMjFavXq39+/erf//+CgkJ0XPPPSdJ2r17t9LS0jR06FDNnz9fK1eu1P33368mTZooNTW1OrsPAAAAAECtUa1gP3PmTL3xxhvq06ePueyWW25R+/bt9dBDD1Up2B85ckR9+/bVG2+8oWeeeeaU9REREYqJianwscuXL9e2bdu0YsUKRUdHq0OHDnr66ac1duxYTZgwQaGhoZo1a5YSEhI0ZcoUSVKbNm20atUqTZ06lWAPAAAAALC8al2KX1JSoi5dupyyvHPnzqdcBn86w4cPV1pamnr27Fnh+vnz56thw4Zq27atxo0bp2PHfvtEyuzsbLVr107R0dHmstTUVLndbm3dutWsOXnbqampys7OrnRORUVFcrvdXjcAAAAAAGqjap2x79evn2bOnKkXX3zRa/nrr7+uvn37nvF2Fi5cqA0bNmjdunUVrr/77rsVHx+v2NhYbd68WWPHjtX27dv17rvvSpJyc3O9Qr0k835ubq7PGrfbrYKCAoWHn/r1FJMmTdJTTz11xvsBAAAAAECgVCvYS8c/PG/58uXq2rWrpOPfY5+Tk6P+/ftr9OjRZt3J4f+EvXv36uGHH1ZGRobCKvmKgSFDhpj/bteunZo0aaIePXpo165datGiRXWnflrjxo3z2ge32624uLgaGw8AAAAAgOqqVrD/5ptv1KlTJ0nSrl27JEkNGzZUw4YN9c0335h1NlvlX+q4fv165efnm9uRjn8Y3meffaZXXnlFRUVFstvtXo9JTk6WJO3cuVMtWrRQTEyMvvzyS6+avLw8STLflx8TE2MuK1/jdDorPFsvSQ6HQw6Ho/IfAAAAAAAAtUS1gv2nn3561gP36NFDW7Zs8Vp23333qXXr1ho7duwpoV6SNm3aJElq0qSJJMnlcunZZ59Vfn6+GjduLEnKyMiQ0+lUUlKSWfPRRx95bScjI8P8NH8AAAAAAKys2pfin606deqobdu2XssiIyPVoEEDtW3bVrt27dKCBQt04403qkGDBtq8ebNGjRqla665xvxavF69eikpKUn9+vXT5MmTlZubq/Hjx2v48OHmGfehQ4fqlVde0WOPPaaBAwfqk08+0aJFi7RkyZJzvs8AAAAAAPhbtT4V/1wIDQ3VihUr1KtXL7Vu3VqPPPKIevfurQ8//NCssdvtWrx4sex2u1wul+655x7179/f6+v2EhIStGTJEmVkZOjyyy/XlClTNHv2bL7qDgAAAABwXgjYGfuKZGZmmv+Oi4tTVlbWaR8THx9/yqX2J0tJSdHGjRvPdnoAAAAAANQ6tfaMPQAAAAAAOD2CPQAAAAAAFkawBwAAAADAwgj2AAAAAABYGMEeAAAAAAALI9gDAAAAAGBhBHsAAAAAACyMYA8AAAAAgIUR7AEAAAAAsDCCPQAAAAAAFkawBwAAAADAwgj2AAAAAABYGMEeAAAAAAALI9gDAAAAAGBhBHsAAAAAACyMYA8AAAAAgIUR7AEAAAAAsDCCPQAAAAAAFkawBwAAAADAwgj2AAAAAABYGMEeAAAAAAALI9gDAAAAAGBhBHsAAAAAACyMYA8AAAAAgIUR7AEAAAAAsDCCPQAAAAAAFkawBwAAAADAwgj2AAAAAABYGMEeAAAAAAALI9gDAAAAAGBhBHsAAAAAACyMYA8AAAAAgIUR7AEAAAAAsLBaE+yff/552Ww2jRw50lxWWFio4cOHq0GDBoqKilLv3r2Vl5fn9bicnBylpaUpIiJCjRs31pgxY1RaWupVk5mZqU6dOsnhcCgxMVHp6ennYI8AAAAAAKh5tSLYr1u3Tq+99prat2/vtXzUqFH68MMP9fbbbysrK0v79u3THXfcYa73eDxKS0tTcXGxVq9erXnz5ik9PV1PPPGEWbN7926lpaXp2muv1aZNmzRy5Ejdf//9WrZs2TnbPwAAAAAAakrAg/2RI0fUt29fvfHGG7rooovM5YcOHdKcOXP04osv6rrrrlPnzp01d+5crV69WmvWrJEkLV++XNu2bdM///lPdejQQTfccIOefvppzZgxQ8XFxZKkWbNmKSEhQVOmTFGbNm304IMP6s4779TUqVMDsr8AAAAAAPhTwIP98OHDlZaWpp49e3otX79+vUpKSryWt27dWs2bN1d2drYkKTs7W+3atVN0dLRZk5qaKrfbra1bt5o1J287NTXV3EZFioqK5Ha7vW4AAAAAANRGwYEcfOHChdqwYYPWrVt3yrrc3FyFhoaqXr16Xsujo6OVm5tr1pQP9SfWn1jnq8btdqugoEDh4eGnjD1p0iQ99dRT1d4vAAAAAADOlYCdsd+7d68efvhhzZ8/X2FhYYGaRoXGjRunQ4cOmbe9e/cGekoAAAAAAFQoYMF+/fr1ys/PV6dOnRQcHKzg4GBlZWVp+vTpCg4OVnR0tIqLi3Xw4EGvx+Xl5SkmJkaSFBMTc8qn5J+4f7oap9NZ4dl6SXI4HHI6nV43AAAAAABqo4AF+x49emjLli3atGmTeevSpYv69u1r/jskJEQrV640H7N9+3bl5OTI5XJJklwul7Zs2aL8/HyzJiMjQ06nU0lJSWZN+W2cqDmxDQAAAAAArCxg77GvU6eO2rZt67UsMjJSDRo0MJcPGjRIo0ePVv369eV0OvXQQw/J5XKpa9eukqRevXopKSlJ/fr10+TJk5Wbm6vx48dr+PDhcjgckqShQ4fqlVde0WOPPaaBAwfqk08+0aJFi7RkyZJzu8MAAAAAANSAgH543ulMnTpVQUFB6t27t4qKipSamqpXX33VXG+327V48WINGzZMLpdLkZGRGjBggCZOnGjWJCQkaMmSJRo1apSmTZumZs2aafbs2UpNTQ3ELgEAAAAA4Fe1KthnZmZ63Q8LC9OMGTM0Y8aMSh8THx+vjz76yOd2U1JStHHjRn9MEQAAAACAWiXg32MPAAAAAACqj2APAAAAAICFEewBAAAAALAwgj0AAAAAABZGsAcAAAAAwMII9gAAAAAAWBjBHgAAAAAACyPYAwAAAABgYQR7AAAAAAAsjGAPAAAAAICFEewBAAAAALAwgj0AAAAAABZGsAcAAAAAwMII9gAAAAAAWBjBHgAAAAAACyPYAwAAAABgYQR7AAAAAAAsjGAPAAAAAICFEewBAAAAALAwgj0AAAAAABZGsAcAAAAAwMII9gAAAAAAWBjBHgAAAAAACyPYAwAAAABgYQR7AAAAAAAsjGAPAAAAAICFEewBAAAAALAwgj0AAAAAABZGsAcAAAAAwMII9gAAAAAAWBjBHgAAAAAACyPYAwAAAABgYQR7AAAAAAAsLKDBfubMmWrfvr2cTqecTqdcLpc+/vhjc31KSopsNpvXbejQoV7byMnJUVpamiIiItS4cWONGTNGpaWlXjWZmZnq1KmTHA6HEhMTlZ6efi52DwAAAACAGhccyMGbNWum559/XpdeeqkMw9C8efN06623auPGjbrsssskSYMHD9bEiRPNx0RERJj/9ng8SktLU0xMjFavXq39+/erf//+CgkJ0XPPPSdJ2r17t9LS0jR06FDNnz9fK1eu1P33368mTZooNTX13O4wAAAAAAB+FtBgf/PNN3vdf/bZZzVz5kytWbPGDPYRERGKiYmp8PHLly/Xtm3btGLFCkVHR6tDhw56+umnNXbsWE2YMEGhoaGaNWuWEhISNGXKFElSmzZttGrVKk2dOpVgDwAAAACwvFrzHnuPx6OFCxfq6NGjcrlc5vL58+erYcOGatu2rcaNG6djx46Z67Kzs9WuXTtFR0eby1JTU+V2u7V161azpmfPnl5jpaamKjs7u4b3CAAAAACAmhfQM/aStGXLFrlcLhUWFioqKkrvvfeekpKSJEl333234uPjFRsbq82bN2vs2LHavn273n33XUlSbm6uV6iXZN7Pzc31WeN2u1VQUKDw8PBT5lRUVKSioiLzvtvt9t8OAwAAAADgRwEP9q1atdKmTZt06NAhvfPOOxowYICysrKUlJSkIUOGmHXt2rVTkyZN1KNHD+3atUstWrSosTlNmjRJTz31VI1tHwAAAAAAfwn4pfihoaFKTExU586dNWnSJF1++eWaNm1ahbXJycmSpJ07d0qSYmJilJeX51Vz4v6J9+VXVuN0Ois8Wy9J48aN06FDh8zb3r17q7+DAAAAAADUoIAH+5OVlZV5XQZf3qZNmyRJTZo0kSS5XC5t2bJF+fn5Zk1GRoacTqd5Ob/L5dLKlSu9tpORkeH1Pv6TORwO8yv4TtwAAAAAAKiNAnop/rhx43TDDTeoefPmOnz4sBYsWKDMzEwtW7ZMu3bt0oIFC3TjjTeqQYMG2rx5s0aNGqVrrrlG7du3lyT16tVLSUlJ6tevnyZPnqzc3FyNHz9ew4cPl8PhkCQNHTpUr7zyih577DENHDhQn3zyiRYtWqQlS5YEctcBAAAAAPCLgAb7/Px89e/fX/v371fdunXVvn17LVu2TL///e+1d+9erVixQi+99JKOHj2quLg49e7dW+PHjzcfb7fbtXjxYg0bNkwul0uRkZEaMGCA1/feJyQkaMmSJRo1apSmTZumZs2aafbs2XzVHQAAAADgvBDQYD9nzpxK18XFxSkrK+u024iPj9dHH33ksyYlJUUbN26s8vwAAAAAAKjtat177AEAAAAAwJkj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCggM9ASs5evSo7HZ7oKfhk3H0qIzCwkBPo8YYhR55jhadsvyYvUAlNlsAZlR9IUaBjnpO3RdJshcGy1ZYu/+vVUdl/ZOs10P6543+1X6++ney2t5P+uettverIpX18Hztnz9V5Vj2pwu5N1Y+/i7E58uqsB09KltYaKCnUamjR4+ecS3BvgpiY2MDPQUAAAAAALxwKT4AAAAAABbGGfsq2Ldvn5xOZ6Cn4ZPxywEZyzMDPY0aY9TzyNPj1EtS8u2JKrFFBGBG1RdiHFNjz84K19lXRsp28Py7NKqy/knW6yH980b/aj9f/TtZbe8n/fNW2/tVkcp6eL72z5+qciz704XcGysffxfi82VV2HqlyNbgokBPo1Jut/uMrxon2FdBZGSkIiMjAz0Nn4zCYhlhYYGeRo0xwjzyRJaesjzCHq4SW3gAZlR9IYahSI+jwnX2sDDZws6/J9rK+idZr4f0zxv9q/189e9ktb2f9M9bbe9XRSrr4fnaP3+qyrHsTxdyb6x8/F2Iz5dVYYuMlK0W5zuPx3PGtVyKDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsLaLCfOXOm2rdvL6fTKafTKZfLpY8//thcX1hYqOHDh6tBgwaKiopS7969lZeX57WNnJwcpaWlKSIiQo0bN9aYMWNUWur9dRSZmZnq1KmTHA6HEhMTlZ6efi52DwAAAACAGhfQYN+sWTM9//zzWr9+vb766itdd911uvXWW7V161ZJ0qhRo/Thhx/q7bffVlZWlvbt26c77rjDfLzH41FaWpqKi4u1evVqzZs3T+np6XriiSfMmt27dystLU3XXnutNm3apJEjR+r+++/XsmXLzvn+AgAAAADgb8GBHPzmm2/2uv/ss89q5syZWrNmjZo1a6Y5c+ZowYIFuu666yRJc+fOVZs2bbRmzRp17dpVy5cv17Zt27RixQpFR0erQ4cOevrppzV27FhNmDBBoaGhmjVrlhISEjRlyhRJUps2bbRq1SpNnTpVqamp53yfAQAAAADwp1rzHnuPx6OFCxfq6NGjcrlcWr9+vUpKStSzZ0+zpnXr1mrevLmys7MlSdnZ2WrXrp2io6PNmtTUVLndbvOsf3Z2ttc2TtSc2EZFioqK5Ha7vW4AAAAAANRGAT1jL0lbtmyRy+VSYWGhoqKi9N577ykpKUmbNm1SaGio6tWr51UfHR2t3NxcSVJubq5XqD+x/sQ6XzVut1sFBQUKDw8/ZU6TJk3SU089dcpyKwR847BbRsGxQE+jxhihHnncBacsP2w/qhJbWQBmVH0hRoHCPafuiyTZjwXJVmA/xzOqeZX1T7JeD+mfN/pX+/nq38lqez/pn7fa3q+KVNbD87V//lSVY9mfLuTeWPn4uxCfL6vCdtgtW0jt/RmcyJ+GYZy2NuDBvlWrVtq0aZMOHTqkd955RwMGDFBWVlZA5zRu3DiNHj3avP/TTz8pKSlJcXFxAZwVAAAAAOBCc/jwYdWtW9dnTcCDfWhoqBITEyVJnTt31rp16zRt2jT98Y9/VHFxsQ4ePOh11j4vL08xMTGSpJiYGH355Zde2zvxqfnla07+JP28vDw5nc4Kz9ZLksPhkMPhMO9HRUVp7969qlOnjmw229nt8HnG7XYrLi5Oe/fuldPpZDzGYzzGYzzGYzzGYzzGYzzGqzXjWZlhGDp8+LBiY2NPWxvwYH+ysrIyFRUVqXPnzgoJCdHKlSvVu3dvSdL27duVk5Mjl8slSXK5XHr22WeVn5+vxo0bS5IyMjLkdDqVlJRk1nz00UdeY2RkZJjbOBNBQUFq1qyZP3bvvHXiKwsZj/EYj/EYj/EYj/EYj/EYj/Fq23hWdboz9ScENNiPGzdON9xwg5o3b67Dhw9rwYIFyszM1LJly1S3bl0NGjRIo0ePVv369eV0OvXQQw/J5XKpa9eukqRevXopKSlJ/fr10+TJk5Wbm6vx48dr+PDh5hn3oUOH6pVXXtFjjz2mgQMH6pNPPtGiRYu0ZMmSQO46AAAAAAB+EdBgn5+fr/79+2v//v2qW7eu2rdvr2XLlun3v/+9JGnq1KkKCgpS7969VVRUpNTUVL366qvm4+12uxYvXqxhw4bJ5XIpMjJSAwYM0MSJE82ahIQELVmyRKNGjdK0adPUrFkzzZ49m6+6AwAAAACcFwIa7OfMmeNzfVhYmGbMmKEZM2ZUWhMfH3/KpfYnS0lJ0caNG6s1R/jmcDj05JNPen0mAeMxHuMxHuMxHuMxHuMxHuMxXm0Y70JhM87ks/MBAAAAAECtFBToCQAAAAAAgOoj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsUS1FRUUaO3asYmNjFR4eruTkZGVkZNTomBs2bNAtt9yi+vXrKyIiQm3bttX06dPPaptHjhzRk08+qeuvv17169eXzWZTenq6V01ZWZnS09N1yy23KC4uTpGRkWrbtq2eeeYZFRYW+n28ExYtWqSuXbuqXr16atCggbp3764lS5ZUc0+90T/6V1X0j/6djP7Rv5oY84Sa6uH50j/pwjwG6R/9gw8GUA1/+tOfjODgYOPRRx81XnvtNcPlchnBwcHG559/XiPjLVu2zAgNDTWSk5ONF1980Xj99deNsWPHGmPGjDmr7e7evduQZDRv3txISUkxJBlz5871qjl8+LAhyejatavxzDPPGK+//rpx3333GUFBQUZKSopRVlbm1/EMwzCmT59uSDLS0tKMmTNnGlOnTjUuv/xyQ5Lx73//+6z22TDoH/2rGvpH/ypC/+hfVfp3pmMaRs328Hzpn2FcmMcg/aN/qBzBHlW2du1aQ5Lxt7/9zVxWUFBgtGjRwnC5XH4f79ChQ0Z0dLRx++23Gx6Px6/bLiwsNPbv328YhmGsW7euwie5oqIi44svvjjlsU899ZQhycjIyPDreIZhGJdeeqlxxRVXeD1hHzp0yIiKijJuueWWMx6vIvTvOPp3ZujfcfTvVPTvOPrn3zENo+Z6eD71zzAuvGOQ/v2G/qEiXIqPKnvnnXdkt9s1ZMgQc1lYWJgGDRqk7Oxs7d2716/jLViwQHl5eXr22WcVFBSko0ePqqyszC/bdjgciomJ8VkTGhqq3/3ud6csv/322yVJ3377rV/HkyS3263GjRvLZrOZy5xOp6KiohQeHn7G41WE/h1H/84M/TuO/p2K/h1H//w7plRzPTyf+iddeMcg/fsN/UNFCPaoso0bN6ply5ZyOp1ey6+88kpJ0qZNm/w63ooVK+R0OvXTTz+pVatWioqKktPp1LBhw6r1Hj9/yc3NlSQ1bNjQ79tOSUnR0qVL9fLLL2vPnj367rvvNHz4cB06dEgPP/zwWW2b/h1H/84M/aN/NYH+nZkLsX9SzfWQ/v3Giscg/fsN/UNFggM9AVjP/v371aRJk1OWn1i2b98+v473/fffq7S0VLfeeqsGDRqkSZMmKTMzUy+//LIOHjyot956y6/jnanJkyfL6XTqhhtu8Pu2p0+frp9//lkjRozQiBEjJB1/8l65cqVcLtdZbZv+HUf/zgz9o381gf6dmQuxf1LN9ZD+/caKxyD9+w39Q0UI9qiygoICORyOU5aHhYWZ6/3pyJEjOnbsmIYOHWp+Cukdd9yh4uJivfbaa5o4caIuvfRSv455Os8995xWrFihV199VfXq1fP79iMiItSqVSs1a9ZMN910kw4fPqypU6fqjjvu0Oeff67ExMRqb5v+0b+qoH/0z9/o35m7EPsn1VwP6d9xVj0G6d9x9A+V4VJ8VFl4eLiKiopOWX7isqSzfQ9jReNJUp8+fbyW33333ZKk7Oxsv453Ov/61780fvx4DRo0SMOGDauRMe666y7l5OQoPT1dd955p+677z5lZmaquLhYjz/++Fltm/7Rv6qOJ9E/+ucf9K/q40kXVv+kmuvhhd4/ydrHIP2jf/CNYI8qa9Kkifbv33/K8hPLYmNj/Treie1FR0d7LW/cuLEk6cCBA34dz5eMjAz1799faWlpmjVrVo2M8cMPP2jp0qW65ZZbvJbXr19f3bp10xdffHFW26d/9K8q6N9x9O/s0b+qu9D6J9VsDy/k/knWPwbpH/2DbwR7VFmHDh20Y8cOud1ur+Vr16411/tT586dJUk//fST1/IT78Vp1KiRX8erzNq1a3X77berS5cuWrRokYKDa+adLHl5eZIkj8dzyrqSkhKVlpae1fbpH/2rCvr3G/pXffSvei60/kk128MLtX/S+XEM0j/6B98I9qiyO++8Ux6PR6+//rq5rKioSHPnzlVycrLi4uL8Ot4f/vAHSdKcOXO8ls+ePVvBwcFKSUnx63gV+fbbb5WWlqaLL75YixcvrtHLhRITExUUFKR//etfMgzDXP7jjz/q888/V8eOHc9q+/SP/lUF/TuO/lUf/au+C61/Us328ELsn3T+HIP0j/7BNz48D1WWnJysu+66S+PGjVN+fr4SExM1b9487dmz55QnP3/o2LGjBg4cqDfffFOlpaXq3r27MjMz9fbbb2vcuHFnfenOK6+8ooMHD5p/gf3www/1448/SpIeeughBQUFKTU1VQcOHNCYMWO0ZMkSr8e3aNGiSp8SerrxGjVqpIEDB2r27Nnq0aOH7rjjDh0+fFivvvqqCgoKNG7cuLPaX/pH/6qC/tE/X+gf/avqp2QHsofnW/+kC+sYpH/0D6dhANVQUFBgPProo0ZMTIzhcDiMK664wli6dGmNjVdcXGxMmDDBiI+PN0JCQozExERj6tSpftl2fHy8IanC2+7du43du3dXul6SMWDAAL+OZxiGUVJSYrz88stGhw4djKioKCMqKsq49tprjU8++cQv+0z/6F9V0D/6Vxn6R//8PaZh1GwPz6f+GcaFdwzSP/qHytkMo9x1FgAAAAAAwFJ4jz0AAAAAABZGsAcAAAAAwMII9gAAAAAAWBjBHgAAAAAACyPYAwAAAABgYQR7AAAAAAAsjGAPAAAAAICFEewBAAAAALAwgj0AAKiWzMxM2Ww2HTx4MNBTAQDggmYzDMMI9CQAAEDtl5KSog4dOuill16SJBUXF+vXX39VdHS0bDZbYCcHAMAFLDjQEwAAANYUGhqqmJiYQE8DAIALHpfiAwCA07r33nuVlZWladOmyWazyWazKT093etS/PT0dNWrV0+LFy9Wq1atFBERoTvvvFPHjh3TvHnzdPHFF+uiiy7SiBEj5PF4zG0XFRXp0UcfVdOmTRUZGank5GRlZmYGZkcBALAgztgDAIDTmjZtmnbs2KG2bdtq4sSJkqStW7eeUnfs2DFNnz5dCxcu1OHDh3XHHXfo9ttvV7169fTRRx/phx9+UO/evXXVVVfpj3/8oyTpwQcf1LZt27Rw4ULFxsbqvffe0/XXX68tW7bo0ksvPaf7CQCAFRHsAQDAadWtW1ehoaGKiIgwL7//7rvvTqkrKSnRzJkz1aJFC0nSnXfeqX/84x/Ky8tTVFSUkpKSdO211+rTTz/VH//4R+Xk5Gju3LnKyclRbGysJOnRRx/V0qVLNXfuXD333HPnbicBALAogj0AAPCbiIgIM9RLUnR0tC6++GJFRUV5LcvPz5ckbdmyRR6PRy1btvTaTlFRkRo0aHBuJg0AgMUR7AEAgN+EhIR43bfZbBUuKysrkyQdOXJEdrtd69evl91u96or/8cAAABQOYI9AAA4I6GhoV4feucPHTt2lMfjUX5+vq6++mq/bhsAgAsFn4oPAADOyMUXX6y1a9dqz549+vnnn82z7mejZcuW6tu3r/r37693331Xu3fv1pdffqlJkyZpyZIlfpg1AADnP4I9AAA4I48++qjsdruSkpLUqFEj5eTk+GW7c+fOVf/+/fXII4+oVatWuu2227Ru3To1b97cL9sHAOB8ZzMMwwj0JAAAAAAAQPVwxh4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhRHsAQAAAACwMII9AAAAAAAWRrAHAAAAAMDCCPYAAAAAAFgYwR4AAAAAAAsj2AMAAAAAYGEEewAAAAAALIxgDwAAAACAhf1/P+i6qL64tXgAAAAASUVORK5CYII=",
-      "text/plain": [
-       "<Figure size 1200x400 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plot_window_list_extra(red_windows,yellow_windows,24*3600 +day_offset*24*3600,8*24*3600 + day_offset*24*3600, red_threshold,yellow_threshold, production_dataframe,150,tick=6,width=12,height=4,fontsize=12)"
+    "ax.axhline(yellow_threshold, label=\"M = max conso\",color=\"darkgreen\")\n",
+    "ax.axhline(red_threshold, label=\"max conso / 2\",color=\"darkred\",linestyle=\"dashed\")\n",
+    "\n",
+    "# Display windows\n",
+    "def plot_window(window_indexes, color, label):\n",
+    "    for x in window_indexes:\n",
+    "        ax.axvspan(xmin=x, xmax=x+pd.Timedelta(1, \"h\"), color=color, label=label)\n",
+    "        label=None\n",
+    "plot_window(select[select.power <= red_threshold].index, \n",
+    "    color=\"pink\", label=\"red windows\")\n",
+    "plot_window(select[(select.power > red_threshold) & (select.power <= yellow_threshold)].index,\n",
+    "    color='white', label=\"yellow windows\")\n",
+    "plot_window(select[select.power > yellow_threshold].index,\n",
+    "    color='#DDFDCC', label=\"green windows\")\n",
+    "\n",
+    "# Cosmetics\n",
+    "ax.set_ylim(0,26000)\n",
+    "ax.set_yticks(np.arange(0, 30000, step=5000)); ax.set_yticklabels(np.arange(0, 30, step=5))\n",
+    "ax.set_xticklabels([beg_short, end_short])\n",
+    "plt.legend(loc=\"upper right\")\n",
+    "plt.savefig(f\"{FIG_DIR}/windows_distrib.pdf\", bbox_inches=\"tight\")"
    ]
   },
   {
@@ -247,12 +163,12 @@
    "id": "673005dc",
    "metadata": {},
    "source": [
-    "Let's compute length distribution of the state"
+    "Let's look at the length distribution of the window states:"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 145,
    "id": "ae2e08ba",
    "metadata": {},
    "outputs": [
@@ -260,57 +176,28 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Distribution analysis of state length (in hours)\n",
-      "Yellow state :\n",
-      "1.000000    113\n",
-      "0.999722    112\n",
-      "1.999722     18\n",
-      "2.000000     11\n",
-      "2.999722      2\n",
-      "3.000000      2\n",
-      "5.999722      2\n",
+      "Distribution analysis of state length (in hours):\n",
+      "Yellow state:\n",
+      "1    2\n",
       "dtype: int64\n",
-      "Red state :\n",
-      "11.999722    37\n",
-      "10.999722    17\n",
-      "15.999722    16\n",
-      "12.000000    16\n",
-      "12.999722    14\n",
-      "14.999722    12\n",
-      "13.999722     9\n",
-      "16.999722     8\n",
-      "9.999722      7\n",
-      "15.000000     6\n",
-      "14.000000     5\n",
-      "13.000000     5\n",
-      "17.999722     3\n",
-      "0.999722      3\n",
-      "11.000000     2\n",
-      "18.999722     2\n",
-      "16.000000     1\n",
-      "5.000000      1\n",
-      "20.999722     1\n",
-      "22.999722     1\n",
+      "Red state:\n",
+      "5     1\n",
+      "12    1\n",
       "dtype: int64\n",
-      "              0\n",
-      "0.10  10.999722\n",
-      "0.25  11.999722\n",
-      "0.75  14.999722\n",
-      "0.90  15.999722\n",
+      "Quantiles red state:\n",
+      "          0\n",
+      "0.10   5.70\n",
+      "0.25   6.75\n",
+      "0.75  10.25\n",
+      "0.90  11.30\n",
+      "\n",
       "Max length of windows (in hours) : \n",
-      "Yellow state :\n",
-      "0    5.999722\n",
-      "dtype: float64\n",
-      "Red state : \n",
-      "0    22.999722\n",
-      "dtype: float64\n",
-      "Total Duration of windows (in hours) :\n",
-      "Yellow state :\n",
-      "0    306.962778\n",
-      "dtype: float64\n",
-      "Red state : \n",
-      "0    2179.963889\n",
-      "dtype: float64\n"
+      "    Yellow state: 1\n",
+      "    Red state:    12\n",
+      "\n",
+      "Total window duration (in hours) :\n",
+      "    Yellow state: 2\n",
+      "    Red state:    17\n"
      ]
     }
    ],
@@ -318,29 +205,28 @@
     "def compute_windows_length_list(window_list) :\n",
     "    window_length_list =[]\n",
     "    for window in window_list :\n",
-    "        window_length_list.append((window[1]-window[0])/3600)\n",
+    "        window_length_list.append(round((window[1]-window[0])/3600))\n",
     "    return window_length_list\n",
     "yellow_windows_length = compute_windows_length_list(yellow_windows)\n",
     "red_windows_length= compute_windows_length_list(red_windows)\n",
-    "yellow_windows_length_df=  pd.DataFrame(data=yellow_windows_length)\n",
+    "yellow_windows_length_df = pd.DataFrame(data=yellow_windows_length)\n",
     "red_windows_length_df = pd.DataFrame(data=red_windows_length)\n",
-    "print(\"Distribution analysis of state length (in hours)\")\n",
-    "print(\"Yellow state :\")\n",
+    "\n",
+    "print(\"Distribution analysis of state length (in hours):\")\n",
+    "print(\"Yellow state:\")\n",
     "print(yellow_windows_length_df.value_counts())\n",
-    "print(\"Red state :\")\n",
+    "print(\"Red state:\")\n",
     "print(red_windows_length_df.value_counts())\n",
+    "print(\"Quantiles red state:\")\n",
     "print(red_windows_length_df.quantile([0.1,0.25,0.75,0.9]))\n",
-    "print(\"Max length of windows (in hours) : \")\n",
-    "print(\"Yellow state :\")\n",
-    "print(yellow_windows_length_df.max())\n",
-    "print(\"Red state : \")\n",
-    "print(red_windows_length_df.max())\n",
-    "print(\"Total Duration of windows (in hours) :\")\n",
-    "print(\"Yellow state :\")\n",
-    "print(yellow_windows_length_df.sum())\n",
-    "print(\"Red state : \")\n",
-    "print(red_windows_length_df.sum())\n",
-    "plt.show()"
+    "\n",
+    "print(\"\\nMax length of windows (in hours) : \")\n",
+    "print(f\"    Yellow state: {yellow_windows_length_df.max()[0]}\")\n",
+    "print(f\"    Red state:    {red_windows_length_df.max()[0]}\")\n",
+    "\n",
+    "print(\"\\nTotal window duration (in hours) :\")\n",
+    "print(f\"    Yellow state: {yellow_windows_length_df.sum()[0]}\")\n",
+    "print(f\"    Red state:    {red_windows_length_df.sum()[0]}\")"
    ]
   },
   {
@@ -355,7 +241,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 150,
    "id": "a3b32d9b",
    "metadata": {},
    "outputs": [
@@ -364,38 +250,26 @@
      "output_type": "stream",
      "text": [
       "    hour  red  yellow  green\n",
-      "0      0  162       0      0\n",
-      "1      1  162       0      0\n",
-      "2      2  162       0      0\n",
-      "3      3  162       0      0\n",
-      "4      4  162       0      0\n",
-      "5      5  137      25      0\n",
-      "6      6   65      53     44\n",
-      "7      7   17      43    102\n",
-      "8      8    9      16    137\n",
-      "9      9    2      10    150\n",
-      "10    10    3       8    151\n",
-      "11    11    2       6    154\n",
-      "12    12    3       9    150\n",
-      "13    13    3      14    145\n",
-      "14    14   10      21    131\n",
-      "15    15   24      22    116\n",
-      "16    16   49      23     90\n",
-      "17    17   77      56     29\n",
-      "18    18  151      12      0\n",
-      "19    19  162       1      0\n",
-      "20    20  162       1      0\n",
-      "21    21  162       1      0\n",
-      "22    22  162       1      0\n",
-      "23    23  162       1      0\n",
-      "<BarContainer object of 24 artists>\n",
-      "<BarContainer object of 24 artists>\n",
-      "<BarContainer object of 24 artists>\n"
+      "0      0    2       0  160.0\n",
+      "1      1    2       0  160.0\n",
+      "2      2    2       0  160.0\n",
+      "3      3    2       0  160.0\n",
+      "4      4    2       0  160.0\n",
+      "5      5    1       1  160.0\n",
+      "6     18    1       0  161.0\n",
+      "7     19    1       0  161.0\n",
+      "8     20    1       0  161.0\n",
+      "9     21    1       0  161.0\n",
+      "10    22    1       0  161.0\n",
+      "11    23    1       0  161.0\n",
+      "<BarContainer object of 12 artists>\n",
+      "<BarContainer object of 12 artists>\n",
+      "<BarContainer object of 12 artists>\n"
      ]
     },
     {
      "data": {
-      "image/png": "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",
+      "image/png": "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",
       "text/plain": [
        "<Figure size 600x300 with 1 Axes>"
       ]
@@ -470,8 +344,7 @@
     "aggregated_windows[\"yellow\"] = aggregated_yellow_df[\"number of windows\"]\n",
     "aggregated_windows[\"green\"] = aggregated_green_df[\"number of windows\"]\n",
     "print(aggregated_windows)\n",
-    "fig = plt.figure(figsize=(6,3))\n",
-    "ax= plt.gca()\n",
+    "fig, ax = plt.subplots(figsize=(6,3), constrained_layout=True)\n",
     "aggregated_windows.plot.bar(x=\"hour\",rot=0,ax=ax,color={\"red\" : \"darkred\", \"yellow\" : \"orange\", \"green\" : \"green\" })\n",
     "\n",
     "# You can comment or uncomment this section to get the number on the bar\n",
@@ -479,7 +352,6 @@
     "   ax.bar_label(bars,fontsize=4)\n",
     "   print(bars)\n",
     "\n",
-    "ax = plt.gca()\n",
     "ax.xaxis.set_ticks(np.arange(0, 24, 2))\n",
     "ax.xaxis.set_ticklabels(np.arange(0, 24, 2)%24)\n",
     "plt.legend(title=\"state:\", bbox_to_anchor=(0.5, 0., 0.5, 0.7))\n",
@@ -494,20 +366,14 @@
    "id": "attractive-inspection",
    "metadata": {},
    "source": [
-    "## metrics of all expes\n"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "f6ad76dd",
-   "metadata": {},
-   "source": [
-    "Lets see how this files look like:"
+    "## Metrics of all experiments\n",
+    "\n",
+    "Let's see what does this file look like:\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 152,
    "id": "extended-minutes",
    "metadata": {
     "scrolled": true
@@ -562,254 +428,182 @@
        "      <th>0</th>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>/home/jogatt/stage-jolyne/save-dir/out/expe0/d...</td>\n",
-       "      <td>dm_user_multi_behavior_big_effort</td>\n",
-       "      <td>570005</td>\n",
+       "      <td>/home/mmadon/sufficient-behaviors-with-renewab...</td>\n",
+       "      <td>dm_user_multi_behavior_degrad</td>\n",
+       "      <td>4340</td>\n",
        "      <td>0</td>\n",
-       "      <td>7847870</td>\n",
-       "      <td>1105066</td>\n",
-       "      <td>13996800</td>\n",
-       "      <td>2.702822e+10</td>\n",
+       "      <td>61200</td>\n",
+       "      <td>7199</td>\n",
+       "      <td>86400</td>\n",
+       "      <td>1.195050e+08</td>\n",
        "      <td>...</td>\n",
-       "      <td>11996.698248</td>\n",
-       "      <td>646009.222222</td>\n",
-       "      <td>117.792405</td>\n",
-       "      <td>57064.700000</td>\n",
-       "      <td>11996.698089</td>\n",
-       "      <td>646012.222222</td>\n",
-       "      <td>118.494916</td>\n",
-       "      <td>400001.000008</td>\n",
-       "      <td>50.000001</td>\n",
-       "      <td>400000.000008</td>\n",
+       "      <td>2123.070664</td>\n",
+       "      <td>26357.999999</td>\n",
+       "      <td>47.209005</td>\n",
+       "      <td>2636.3</td>\n",
+       "      <td>2123.070664</td>\n",
+       "      <td>26357.999999</td>\n",
+       "      <td>47.209005</td>\n",
+       "      <td>2636.3</td>\n",
+       "      <td>1.409717e-11</td>\n",
+       "      <td>5.000000e-07</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>/home/jogatt/stage-jolyne/save-dir/out/expe0/d...</td>\n",
-       "      <td>dm_user_multi_behavior_big_effort</td>\n",
-       "      <td>569774</td>\n",
-       "      <td>1</td>\n",
-       "      <td>7847870</td>\n",
-       "      <td>1105066</td>\n",
-       "      <td>13996800</td>\n",
-       "      <td>2.704235e+10</td>\n",
+       "      <td>/home/mmadon/sufficient-behaviors-with-renewab...</td>\n",
+       "      <td>dm_user_multi_behavior_low_effort</td>\n",
+       "      <td>4333</td>\n",
+       "      <td>0</td>\n",
+       "      <td>61200</td>\n",
+       "      <td>7199</td>\n",
+       "      <td>86400</td>\n",
+       "      <td>1.215497e+08</td>\n",
        "      <td>...</td>\n",
-       "      <td>10570.916222</td>\n",
-       "      <td>676850.000000</td>\n",
-       "      <td>105.654509</td>\n",
-       "      <td>60437.200000</td>\n",
-       "      <td>10570.909743</td>\n",
-       "      <td>676853.000000</td>\n",
-       "      <td>106.356916</td>\n",
-       "      <td>400001.000008</td>\n",
-       "      <td>50.000002</td>\n",
-       "      <td>400000.000008</td>\n",
+       "      <td>2188.410334</td>\n",
+       "      <td>25188.999999</td>\n",
+       "      <td>46.235277</td>\n",
+       "      <td>2519.4</td>\n",
+       "      <td>2188.410334</td>\n",
+       "      <td>25188.999999</td>\n",
+       "      <td>46.235277</td>\n",
+       "      <td>2519.4</td>\n",
+       "      <td>1.364242e-11</td>\n",
+       "      <td>5.499375e-06</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>2</td>\n",
        "      <td>0</td>\n",
-       "      <td>/home/jogatt/stage-jolyne/save-dir/out/expe0/d...</td>\n",
-       "      <td>dm_user_multi_behavior_big_effort</td>\n",
-       "      <td>569912</td>\n",
-       "      <td>2</td>\n",
-       "      <td>7847870</td>\n",
-       "      <td>1105066</td>\n",
-       "      <td>13996800</td>\n",
-       "      <td>2.701490e+10</td>\n",
+       "      <td>/home/mmadon/sufficient-behaviors-with-renewab...</td>\n",
+       "      <td>dm_user_multi_behavior_low_effort_yellow</td>\n",
+       "      <td>4334</td>\n",
+       "      <td>16384</td>\n",
+       "      <td>61200</td>\n",
+       "      <td>7199</td>\n",
+       "      <td>86400</td>\n",
+       "      <td>1.221193e+08</td>\n",
        "      <td>...</td>\n",
-       "      <td>9431.066887</td>\n",
-       "      <td>689055.000000</td>\n",
-       "      <td>107.903784</td>\n",
-       "      <td>60362.100000</td>\n",
-       "      <td>9431.074915</td>\n",
-       "      <td>689058.000000</td>\n",
-       "      <td>108.606393</td>\n",
-       "      <td>400001.000008</td>\n",
-       "      <td>50.000001</td>\n",
-       "      <td>400000.000008</td>\n",
+       "      <td>2139.437485</td>\n",
+       "      <td>26357.999999</td>\n",
+       "      <td>47.459667</td>\n",
+       "      <td>2636.3</td>\n",
+       "      <td>2139.437485</td>\n",
+       "      <td>26357.999999</td>\n",
+       "      <td>47.459667</td>\n",
+       "      <td>2636.3</td>\n",
+       "      <td>1.136868e-11</td>\n",
+       "      <td>5.000000e-07</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>3</td>\n",
        "      <td>0</td>\n",
-       "      <td>/home/jogatt/stage-jolyne/save-dir/out/expe0/d...</td>\n",
-       "      <td>dm_user_multi_behavior_big_effort</td>\n",
-       "      <td>569662</td>\n",
-       "      <td>3</td>\n",
-       "      <td>7847870</td>\n",
-       "      <td>1105066</td>\n",
-       "      <td>13996800</td>\n",
-       "      <td>2.698951e+10</td>\n",
+       "      <td>/home/mmadon/sufficient-behaviors-with-renewab...</td>\n",
+       "      <td>dm_user_multi_behavior_max_effort</td>\n",
+       "      <td>4307</td>\n",
+       "      <td>65536</td>\n",
+       "      <td>61200</td>\n",
+       "      <td>7199</td>\n",
+       "      <td>86400</td>\n",
+       "      <td>1.184338e+08</td>\n",
        "      <td>...</td>\n",
-       "      <td>10328.101735</td>\n",
-       "      <td>657852.999999</td>\n",
-       "      <td>110.939163</td>\n",
-       "      <td>58697.700000</td>\n",
-       "      <td>10328.103641</td>\n",
-       "      <td>657855.999999</td>\n",
-       "      <td>111.641875</td>\n",
-       "      <td>400001.000008</td>\n",
-       "      <td>50.000000</td>\n",
-       "      <td>400000.000008</td>\n",
+       "      <td>2185.078373</td>\n",
+       "      <td>26357.999999</td>\n",
+       "      <td>48.430111</td>\n",
+       "      <td>2636.3</td>\n",
+       "      <td>2185.078373</td>\n",
+       "      <td>26357.999999</td>\n",
+       "      <td>48.430111</td>\n",
+       "      <td>2636.3</td>\n",
+       "      <td>1.364242e-11</td>\n",
+       "      <td>5.000000e-07</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>4</td>\n",
        "      <td>0</td>\n",
-       "      <td>/home/jogatt/stage-jolyne/save-dir/out/expe0/d...</td>\n",
-       "      <td>dm_user_multi_behavior_big_effort</td>\n",
-       "      <td>569360</td>\n",
-       "      <td>4</td>\n",
-       "      <td>7847870</td>\n",
-       "      <td>1105066</td>\n",
-       "      <td>13996800</td>\n",
-       "      <td>2.697545e+10</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12648.252150</td>\n",
-       "      <td>642279.000003</td>\n",
-       "      <td>112.736757</td>\n",
-       "      <td>60636.400003</td>\n",
-       "      <td>12648.256066</td>\n",
-       "      <td>642283.000003</td>\n",
-       "      <td>113.440009</td>\n",
-       "      <td>400001.000008</td>\n",
-       "      <td>50.000002</td>\n",
-       "      <td>400000.000008</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>239</th>\n",
-       "      <td>239</td>\n",
-       "      <td>0</td>\n",
-       "      <td>/home/jogatt/stage-jolyne/save-dir/out/expe0/d...</td>\n",
-       "      <td>dm_user_multi_behavior_medium_effort_yellow</td>\n",
-       "      <td>600961</td>\n",
-       "      <td>213020</td>\n",
-       "      <td>7847870</td>\n",
-       "      <td>1105066</td>\n",
-       "      <td>13996800</td>\n",
-       "      <td>2.816022e+10</td>\n",
+       "      <td>/home/mmadon/sufficient-behaviors-with-renewab...</td>\n",
+       "      <td>dm_user_multi_behavior_max_effort_yellow</td>\n",
+       "      <td>4307</td>\n",
+       "      <td>81920</td>\n",
+       "      <td>61200</td>\n",
+       "      <td>7199</td>\n",
+       "      <td>86400</td>\n",
+       "      <td>1.177787e+08</td>\n",
        "      <td>...</td>\n",
-       "      <td>12093.643089</td>\n",
-       "      <td>663619.000001</td>\n",
-       "      <td>104.806675</td>\n",
-       "      <td>57903.000000</td>\n",
-       "      <td>12093.651372</td>\n",
-       "      <td>663615.000001</td>\n",
-       "      <td>105.473008</td>\n",
-       "      <td>400001.000008</td>\n",
-       "      <td>50.000000</td>\n",
-       "      <td>400000.000008</td>\n",
+       "      <td>2219.074216</td>\n",
+       "      <td>25188.999999</td>\n",
+       "      <td>47.228718</td>\n",
+       "      <td>2519.4</td>\n",
+       "      <td>2219.074216</td>\n",
+       "      <td>25188.999999</td>\n",
+       "      <td>47.228718</td>\n",
+       "      <td>2519.4</td>\n",
+       "      <td>1.364242e-11</td>\n",
+       "      <td>5.000000e-07</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>240</th>\n",
-       "      <td>240</td>\n",
+       "      <th>5</th>\n",
+       "      <td>5</td>\n",
        "      <td>0</td>\n",
-       "      <td>/home/jogatt/stage-jolyne/save-dir/out/expe0/d...</td>\n",
-       "      <td>dm_user_multi_behavior_medium_effort_yellow</td>\n",
-       "      <td>601277</td>\n",
-       "      <td>213021</td>\n",
-       "      <td>7847870</td>\n",
-       "      <td>1105066</td>\n",
-       "      <td>13996800</td>\n",
-       "      <td>2.811065e+10</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9831.591329</td>\n",
-       "      <td>613274.999999</td>\n",
-       "      <td>114.816868</td>\n",
-       "      <td>61327.700000</td>\n",
-       "      <td>9831.603488</td>\n",
-       "      <td>613273.999999</td>\n",
-       "      <td>115.482646</td>\n",
-       "      <td>400001.000008</td>\n",
-       "      <td>50.000000</td>\n",
-       "      <td>400000.000008</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>241</th>\n",
-       "      <td>241</td>\n",
-       "      <td>0</td>\n",
-       "      <td>/home/jogatt/stage-jolyne/save-dir/out/expe0/d...</td>\n",
+       "      <td>/home/mmadon/sufficient-behaviors-with-renewab...</td>\n",
        "      <td>dm_user_multi_behavior_reconfig</td>\n",
-       "      <td>649480</td>\n",
+       "      <td>4340</td>\n",
        "      <td>0</td>\n",
-       "      <td>7847870</td>\n",
-       "      <td>1105066</td>\n",
-       "      <td>13996800</td>\n",
-       "      <td>3.040103e+10</td>\n",
+       "      <td>61200</td>\n",
+       "      <td>7199</td>\n",
+       "      <td>86400</td>\n",
+       "      <td>1.238996e+08</td>\n",
        "      <td>...</td>\n",
-       "      <td>10949.847486</td>\n",
-       "      <td>672882.000001</td>\n",
-       "      <td>114.230228</td>\n",
-       "      <td>64106.600000</td>\n",
-       "      <td>10949.866090</td>\n",
-       "      <td>672877.000001</td>\n",
-       "      <td>114.846750</td>\n",
-       "      <td>400001.000008</td>\n",
-       "      <td>50.000000</td>\n",
-       "      <td>400000.000008</td>\n",
+       "      <td>2218.972286</td>\n",
+       "      <td>25188.999999</td>\n",
+       "      <td>46.399918</td>\n",
+       "      <td>2519.4</td>\n",
+       "      <td>2218.972286</td>\n",
+       "      <td>25188.999999</td>\n",
+       "      <td>46.399918</td>\n",
+       "      <td>2519.4</td>\n",
+       "      <td>1.364242e-11</td>\n",
+       "      <td>5.499375e-06</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>242</th>\n",
-       "      <td>242</td>\n",
+       "      <th>6</th>\n",
+       "      <td>6</td>\n",
        "      <td>0</td>\n",
-       "      <td>/home/jogatt/stage-jolyne/save-dir/out/expe0/d...</td>\n",
+       "      <td>/home/mmadon/sufficient-behaviors-with-renewab...</td>\n",
        "      <td>dm_user_multi_behavior_renonce</td>\n",
-       "      <td>394094</td>\n",
+       "      <td>4243</td>\n",
        "      <td>0</td>\n",
-       "      <td>7847870</td>\n",
-       "      <td>1105066</td>\n",
-       "      <td>13996800</td>\n",
-       "      <td>2.023153e+10</td>\n",
+       "      <td>61200</td>\n",
+       "      <td>7199</td>\n",
+       "      <td>86400</td>\n",
+       "      <td>1.103276e+08</td>\n",
        "      <td>...</td>\n",
-       "      <td>14796.787936</td>\n",
-       "      <td>604086.000000</td>\n",
-       "      <td>94.857235</td>\n",
-       "      <td>55251.500000</td>\n",
-       "      <td>14796.751217</td>\n",
-       "      <td>604086.000000</td>\n",
-       "      <td>95.872650</td>\n",
-       "      <td>400001.000008</td>\n",
-       "      <td>50.000000</td>\n",
-       "      <td>400000.000008</td>\n",
+       "      <td>2213.194510</td>\n",
+       "      <td>26357.999999</td>\n",
+       "      <td>48.524500</td>\n",
+       "      <td>2636.3</td>\n",
+       "      <td>2213.194510</td>\n",
+       "      <td>26357.999999</td>\n",
+       "      <td>48.524500</td>\n",
+       "      <td>2636.3</td>\n",
+       "      <td>1.364242e-11</td>\n",
+       "      <td>5.000000e-07</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>243</th>\n",
-       "      <td>243</td>\n",
+       "      <th>7</th>\n",
+       "      <td>7</td>\n",
        "      <td>0</td>\n",
-       "      <td>/home/jogatt/stage-jolyne/save-dir/out/expe0/r...</td>\n",
+       "      <td>/home/mmadon/sufficient-behaviors-with-renewab...</td>\n",
        "      <td>replay_user_rigid</td>\n",
-       "      <td>649480</td>\n",
+       "      <td>4340</td>\n",
        "      <td>0</td>\n",
-       "      <td>7847870</td>\n",
-       "      <td>1105066</td>\n",
-       "      <td>13996800</td>\n",
-       "      <td>3.044820e+10</td>\n",
+       "      <td>61200</td>\n",
+       "      <td>7199</td>\n",
+       "      <td>86400</td>\n",
+       "      <td>1.239831e+08</td>\n",
        "      <td>...</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
@@ -824,112 +618,90 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>244 rows × 54 columns</p>\n",
+       "<p>8 rows × 54 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "     Unnamed: 0  XP                                                dir  \\\n",
-       "0             0   0  /home/jogatt/stage-jolyne/save-dir/out/expe0/d...   \n",
-       "1             1   0  /home/jogatt/stage-jolyne/save-dir/out/expe0/d...   \n",
-       "2             2   0  /home/jogatt/stage-jolyne/save-dir/out/expe0/d...   \n",
-       "3             3   0  /home/jogatt/stage-jolyne/save-dir/out/expe0/d...   \n",
-       "4             4   0  /home/jogatt/stage-jolyne/save-dir/out/expe0/d...   \n",
-       "..          ...  ..                                                ...   \n",
-       "239         239   0  /home/jogatt/stage-jolyne/save-dir/out/expe0/d...   \n",
-       "240         240   0  /home/jogatt/stage-jolyne/save-dir/out/expe0/d...   \n",
-       "241         241   0  /home/jogatt/stage-jolyne/save-dir/out/expe0/d...   \n",
-       "242         242   0  /home/jogatt/stage-jolyne/save-dir/out/expe0/d...   \n",
-       "243         243   0  /home/jogatt/stage-jolyne/save-dir/out/expe0/r...   \n",
+       "   Unnamed: 0  XP                                                dir  \\\n",
+       "0           0   0  /home/mmadon/sufficient-behaviors-with-renewab...   \n",
+       "1           1   0  /home/mmadon/sufficient-behaviors-with-renewab...   \n",
+       "2           2   0  /home/mmadon/sufficient-behaviors-with-renewab...   \n",
+       "3           3   0  /home/mmadon/sufficient-behaviors-with-renewab...   \n",
+       "4           4   0  /home/mmadon/sufficient-behaviors-with-renewab...   \n",
+       "5           5   0  /home/mmadon/sufficient-behaviors-with-renewab...   \n",
+       "6           6   0  /home/mmadon/sufficient-behaviors-with-renewab...   \n",
+       "7           7   0  /home/mmadon/sufficient-behaviors-with-renewab...   \n",
        "\n",
-       "                                        behavior   #jobs    seed  \\\n",
-       "0              dm_user_multi_behavior_big_effort  570005       0   \n",
-       "1              dm_user_multi_behavior_big_effort  569774       1   \n",
-       "2              dm_user_multi_behavior_big_effort  569912       2   \n",
-       "3              dm_user_multi_behavior_big_effort  569662       3   \n",
-       "4              dm_user_multi_behavior_big_effort  569360       4   \n",
-       "..                                           ...     ...     ...   \n",
-       "239  dm_user_multi_behavior_medium_effort_yellow  600961  213020   \n",
-       "240  dm_user_multi_behavior_medium_effort_yellow  601277  213021   \n",
-       "241              dm_user_multi_behavior_reconfig  649480       0   \n",
-       "242               dm_user_multi_behavior_renonce  394094       0   \n",
-       "243                            replay_user_rigid  649480       0   \n",
+       "                                   behavior  #jobs   seed  \\\n",
+       "0             dm_user_multi_behavior_degrad   4340      0   \n",
+       "1         dm_user_multi_behavior_low_effort   4333      0   \n",
+       "2  dm_user_multi_behavior_low_effort_yellow   4334  16384   \n",
+       "3         dm_user_multi_behavior_max_effort   4307  65536   \n",
+       "4  dm_user_multi_behavior_max_effort_yellow   4307  81920   \n",
+       "5           dm_user_multi_behavior_reconfig   4340      0   \n",
+       "6            dm_user_multi_behavior_renonce   4243      0   \n",
+       "7                         replay_user_rigid   4340      0   \n",
        "\n",
-       "     Duration_red (seconds)  Duration_yellow (seconds)  \\\n",
-       "0                   7847870                    1105066   \n",
-       "1                   7847870                    1105066   \n",
-       "2                   7847870                    1105066   \n",
-       "3                   7847870                    1105066   \n",
-       "4                   7847870                    1105066   \n",
-       "..                      ...                        ...   \n",
-       "239                 7847870                    1105066   \n",
-       "240                 7847870                    1105066   \n",
-       "241                 7847870                    1105066   \n",
-       "242                 7847870                    1105066   \n",
-       "243                 7847870                    1105066   \n",
+       "   Duration_red (seconds)  Duration_yellow (seconds)  \\\n",
+       "0                   61200                       7199   \n",
+       "1                   61200                       7199   \n",
+       "2                   61200                       7199   \n",
+       "3                   61200                       7199   \n",
+       "4                   61200                       7199   \n",
+       "5                   61200                       7199   \n",
+       "6                   61200                       7199   \n",
+       "7                   61200                       7199   \n",
        "\n",
-       "     Duration_total (seconds)  NRJ_red (Joules)  ...  mean_corrected_wtime  \\\n",
-       "0                    13996800      2.702822e+10  ...          11996.698248   \n",
-       "1                    13996800      2.704235e+10  ...          10570.916222   \n",
-       "2                    13996800      2.701490e+10  ...           9431.066887   \n",
-       "3                    13996800      2.698951e+10  ...          10328.101735   \n",
-       "4                    13996800      2.697545e+10  ...          12648.252150   \n",
-       "..                        ...               ...  ...                   ...   \n",
-       "239                  13996800      2.816022e+10  ...          12093.643089   \n",
-       "240                  13996800      2.811065e+10  ...           9831.591329   \n",
-       "241                  13996800      3.040103e+10  ...          10949.847486   \n",
-       "242                  13996800      2.023153e+10  ...          14796.787936   \n",
-       "243                  13996800      3.044820e+10  ...                   NaN   \n",
+       "   Duration_total (seconds)  NRJ_red (Joules)  ...  mean_corrected_wtime  \\\n",
+       "0                     86400      1.195050e+08  ...           2123.070664   \n",
+       "1                     86400      1.215497e+08  ...           2188.410334   \n",
+       "2                     86400      1.221193e+08  ...           2139.437485   \n",
+       "3                     86400      1.184338e+08  ...           2185.078373   \n",
+       "4                     86400      1.177787e+08  ...           2219.074216   \n",
+       "5                     86400      1.238996e+08  ...           2218.972286   \n",
+       "6                     86400      1.103276e+08  ...           2213.194510   \n",
+       "7                     86400      1.239831e+08  ...                   NaN   \n",
        "\n",
-       "     max_corrected_wtime  mean_corrected_sdown  max_corrected_sdown  \\\n",
-       "0          646009.222222            117.792405         57064.700000   \n",
-       "1          676850.000000            105.654509         60437.200000   \n",
-       "2          689055.000000            107.903784         60362.100000   \n",
-       "3          657852.999999            110.939163         58697.700000   \n",
-       "4          642279.000003            112.736757         60636.400003   \n",
-       "..                   ...                   ...                  ...   \n",
-       "239        663619.000001            104.806675         57903.000000   \n",
-       "240        613274.999999            114.816868         61327.700000   \n",
-       "241        672882.000001            114.230228         64106.600000   \n",
-       "242        604086.000000             94.857235         55251.500000   \n",
-       "243                  NaN                   NaN                  NaN   \n",
+       "   max_corrected_wtime  mean_corrected_sdown  max_corrected_sdown  \\\n",
+       "0         26357.999999             47.209005               2636.3   \n",
+       "1         25188.999999             46.235277               2519.4   \n",
+       "2         26357.999999             47.459667               2636.3   \n",
+       "3         26357.999999             48.430111               2636.3   \n",
+       "4         25188.999999             47.228718               2519.4   \n",
+       "5         25188.999999             46.399918               2519.4   \n",
+       "6         26357.999999             48.524500               2636.3   \n",
+       "7                  NaN                   NaN                  NaN   \n",
        "\n",
-       "     mean_corrected_wtime_2  max_corrected_wtime_2  mean_corrected_sdown_2  \\\n",
-       "0              11996.698089          646012.222222              118.494916   \n",
-       "1              10570.909743          676853.000000              106.356916   \n",
-       "2               9431.074915          689058.000000              108.606393   \n",
-       "3              10328.103641          657855.999999              111.641875   \n",
-       "4              12648.256066          642283.000003              113.440009   \n",
-       "..                      ...                    ...                     ...   \n",
-       "239            12093.651372          663615.000001              105.473008   \n",
-       "240             9831.603488          613273.999999              115.482646   \n",
-       "241            10949.866090          672877.000001              114.846750   \n",
-       "242            14796.751217          604086.000000               95.872650   \n",
-       "243                     NaN                    NaN                     NaN   \n",
+       "   mean_corrected_wtime_2  max_corrected_wtime_2  mean_corrected_sdown_2  \\\n",
+       "0             2123.070664           26357.999999               47.209005   \n",
+       "1             2188.410334           25188.999999               46.235277   \n",
+       "2             2139.437485           26357.999999               47.459667   \n",
+       "3             2185.078373           26357.999999               48.430111   \n",
+       "4             2219.074216           25188.999999               47.228718   \n",
+       "5             2218.972286           25188.999999               46.399918   \n",
+       "6             2213.194510           26357.999999               48.524500   \n",
+       "7                     NaN                    NaN                     NaN   \n",
        "\n",
-       "     max_corrected_sdown_2  max_diff_wtime_sanity max_diff_sdown_sanity  \n",
-       "0            400001.000008              50.000001         400000.000008  \n",
-       "1            400001.000008              50.000002         400000.000008  \n",
-       "2            400001.000008              50.000001         400000.000008  \n",
-       "3            400001.000008              50.000000         400000.000008  \n",
-       "4            400001.000008              50.000002         400000.000008  \n",
-       "..                     ...                    ...                   ...  \n",
-       "239          400001.000008              50.000000         400000.000008  \n",
-       "240          400001.000008              50.000000         400000.000008  \n",
-       "241          400001.000008              50.000000         400000.000008  \n",
-       "242          400001.000008              50.000000         400000.000008  \n",
-       "243                    NaN                    NaN                   NaN  \n",
+       "   max_corrected_sdown_2  max_diff_wtime_sanity max_diff_sdown_sanity  \n",
+       "0                 2636.3           1.409717e-11          5.000000e-07  \n",
+       "1                 2519.4           1.364242e-11          5.499375e-06  \n",
+       "2                 2636.3           1.136868e-11          5.000000e-07  \n",
+       "3                 2636.3           1.364242e-11          5.000000e-07  \n",
+       "4                 2519.4           1.364242e-11          5.000000e-07  \n",
+       "5                 2519.4           1.364242e-11          5.499375e-06  \n",
+       "6                 2636.3           1.364242e-11          5.000000e-07  \n",
+       "7                    NaN                    NaN                   NaN  \n",
        "\n",
-       "[244 rows x 54 columns]"
+       "[8 rows x 54 columns]"
       ]
      },
-     "execution_count": 6,
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
     }
    ],
    "source": [
-    "metrics = pd.read_csv(f\"{OUT_DIR}/metrics_campaign_big.csv\")\n",
-    "metrics"
+    "metrics = pd.read_csv(f\"{OUT_DIR}/metrics_campaign_0.csv\")\n",
+    "display(metrics)"
    ]
   },
   {