{ "cells": [ { "cell_type": "markdown", "id": "76dbae88-3aad-4a72-a4be-35b6bcdf7f4b", "metadata": {}, "source": [ "# Plastic activity" ] }, { "cell_type": "markdown", "id": "bc78620b-b3a9-4273-8207-307128b9e5d7", "metadata": {}, "source": [ "In this jupyternotebook we are going to detect T1 events between each individual bubble in a set of images." ] }, { "cell_type": "markdown", "id": "e7c0a259-f8ee-44e9-afd4-a583be8be132", "metadata": {}, "source": [ "## A) Import libraries" ] }, { "cell_type": "code", "execution_count": 1, "id": "f4ce1b1c-ab02-4ec7-ada8-1412742bd16c", "metadata": { "tags": [] }, "outputs": [], "source": [ "from FoamQuant import *\n", "import numpy as np\n", "import skimage as ski \n", "import os\n", "import matplotlib.pyplot as plt; plt.rc('font', size=20) \n", "from tifffile import imread\n", "from scipy import ndimage\n", "import pickle as pkl\n", "import pandas as pd" ] }, { "cell_type": "markdown", "id": "6a17bf98-15b8-4146-b599-582887ca821b", "metadata": { "tags": [] }, "source": [ "## B) Quantification folders" ] }, { "cell_type": "code", "execution_count": 2, "id": "40ee0fe4-0304-4aad-906f-845cbf26a25d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "path already exist: Q3_Bubble_Prop\n", "path already exist: Q7_Tracking\n", "path already exist: Q8_Ctc\n", "path already exist: Q9_TransCtc\n", "path already exist: Q10_LostNewCtc\n", "path already exist: Q11_T1\n" ] } ], "source": [ "# Quantification folders names\n", "Quant_Folder = ['Q3_Bubble_Prop','Q7_Tracking','Q8_Ctc','Q9_TransCtc','Q10_LostNewCtc','Q11_T1']\n", "\n", "# Create the quantification folders (where we are going to save our results)\n", "for Pi in Quant_Folder:\n", " if os.path.exists(Pi):\n", " print('path already exist:',Pi)\n", " else:\n", " print('Created folder:',Pi)\n", " os.mkdir(Pi)" ] }, { "cell_type": "markdown", "id": "1365a866-35db-4571-8ddb-3017b5ed418e", "metadata": {}, "source": [ "## C) Get familiar with the input data\n", "Let's read the first bubble-segmented image of the series (with no bubble on the edges). " ] }, { "cell_type": "code", "execution_count": 3, "id": "5117241b-c981-4728-8f1a-49ee5b9dcd87", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/gpfs/offline1/staff/tomograms/users/flosch/Rheometer_Jupyter/Jupy_FoamQuant/FoamQuant/Figure.py:90: UserWarning: The figure layout has changed to tight\n", " plt.tight_layout()\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Name and directory of the no-edge bubble segmented images\n", "dirnoedge = 'P5_BubbleNoEdge/'\n", "namenoedge = 'BubbleNoEdge_'\n", "\n", "# Read the first image of the series\n", "Lab = imread(dirnoedge+namenoedge+strindex(1, 3)+'.tiff')\n", "\n", "# Since we are now looking at more bubbles let's create a \"larger\" random colormap: here 500 random colors\n", "rcmap = RandomCmap(500, verbose=False)\n", "\n", "# Show a 3D-cut view of the volume\n", "Cut3D(Lab, \n", " nameaxes=['z','y','x'],\n", " cmap=rcmap, \n", " interpolation='nearest', \n", " figblocksize=4)" ] }, { "cell_type": "markdown", "id": "0e35057c-3284-4e5f-9c52-aca4b5d16040", "metadata": {}, "source": [ "## B) Bubble tracking\n", "The first step when tracking the bubbles is to extract their region properties. We are going to base our tracking on the centroid and the volume of them at consecutive time steps. " ] }, { "cell_type": "code", "execution_count": 4, "id": "1db314e6-3ba6-40df-8758-b547ea830c66", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Path exist: True\n", "Bubble_Prop_001: done\n", "Bubble_Prop_002: done\n", "Bubble_Prop_003: done\n", "Bubble_Prop_004: done\n", "Bubble_Prop_005: done\n", "Bubble_Prop_006: done\n", "Bubble_Prop_007: done\n", "Bubble_Prop_008: done\n", "Bubble_Prop_009: done\n", "Bubble_Prop_010: done\n" ] } ], "source": [ "# Name and directory where we are going to save the bubble region properties\n", "dir_Bubble_prop = 'Q3_Bubble_Prop/'\n", "name_Bubble_prop = 'Bubble_Prop_'\n", "\n", "# Indexes of the images of our time-series (we are working here with 10 subsequent images of the same foam sample, evolving over time).\n", "imrange = [1,2,3,4,5,6,7,8,9,10]\n", "\n", "RegionProp_Batch(namenoedge,\n", " name_Bubble_prop,\n", " dirnoedge,\n", " dir_Bubble_prop,\n", " imrange,\n", " verbose=True,\n", " endread='.tiff',\n", " endsave='.tsv')" ] }, { "cell_type": "markdown", "id": "06805807-bcf3-4cc3-9869-71f8abe407dd", "metadata": {}, "source": [ "Now that we have the bubble region properties, we can use **LabelTracking_Batch** to track the bubble labels between two subsequent time steps. The tracking finds the closest centroid of the bubbles in the next image. There is in addition a volume continuity criteria that allows to disregard over- or undersegmented labels. In addition, the result from discrete digital correlation can be feed-in for helping this simple tracking algorithm (not shown in this example)." ] }, { "cell_type": "code", "execution_count": 5, "id": "83c7153b-585e-4ed3-ae5e-f044bba1fd04", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Path exist: True\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 941/941 [00:00<00:00, 1092.68it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Lost tracking: 87 9.24548352816153 %\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 938/938 [00:00<00:00, 1205.00it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Lost tracking: 46 4.904051172707889 %\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 942/942 [00:00<00:00, 1204.13it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Lost tracking: 52 5.520169851380043 %\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 943/943 [00:00<00:00, 1189.92it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Lost tracking: 49 5.1961823966065745 %\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 956/956 [00:00<00:00, 1219.21it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Lost tracking: 46 4.811715481171548 %\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 945/945 [00:00<00:00, 1226.19it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Lost tracking: 36 3.8095238095238098 %\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 941/941 [00:00<00:00, 1213.82it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Lost tracking: 16 1.7003188097768331 %\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 950/950 [00:00<00:00, 1217.91it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Lost tracking: 36 3.7894736842105265 %\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 948/948 [00:00<00:00, 1146.08it/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Lost tracking: 29 3.059071729957806 %\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "# Read/Save image names and directories\n", "dirTrack = 'Q7_Tracking/'\n", "nameTrack = 'Tracking'\n", "\n", "# Tracking\n", "LabelTracking_Batch(name_Bubble_prop, \n", " nameTrack, \n", " dir_Bubble_prop, \n", " dirTrack,\n", " imrange,\n", " verbose=False,\n", " endread='.tsv',\n", " endsave='.tsv',\n", " n0=3,\n", " searchbox=[-5,5,-5,5,-5,5], # The size of the searching box\n", " Volpercent=0.05) # The volume continuity percentage criteria" ] }, { "cell_type": "markdown", "id": "986fd666-7083-4a27-a929-84405f3e8422", "metadata": {}, "source": [ "Let's open the first tracking table with **pandas**. It contains information about the tracked bubbles at the first time step ('lab1', 'z1', 'y1', 'x1', 'sph1', 'vol1', ...) and similarly to the associated bubble at the next time step ('lab2', 'z2', 'y2', 'x2', 'sph2', 'vol2', ...). It also include the displacement values from centroid to centroid ('dz','dy','dx')." ] }, { "cell_type": "code", "execution_count": 6, "id": "1200d32b-7a3f-427e-876b-c2ad8aba6f70", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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0.588032 0.325505 ... 0.997244 0.997527 \n", "4 183.931281 0.442910 0.368953 ... 0.997967 0.997527 \n", ".. ... ... ... ... ... ... \n", "933 65.383649 2.757771 -0.883108 ... 0.998049 0.995721 \n", "934 -1.000000 -233.539655 -232.835212 ... -1.000000 -1.000000 \n", "935 -1.000000 -234.218080 -50.249668 ... -1.000000 -1.000000 \n", "936 169.746056 0.832145 1.346871 ... 0.999508 0.998356 \n", "937 -1.000000 -235.939464 -157.361704 ... -1.000000 -1.000000 \n", "\n", " volfit1 volfit2 U1 U2 type1 type2 Utype1 \\\n", "0 9722.445004 9655.570359 0.067219 0.055917 -1 -1 -0.067219 \n", "1 9916.218343 10617.816823 0.104464 0.138796 -1 1 -0.104464 \n", "2 11081.698240 9876.018743 0.113067 0.101176 -1 -1 -0.113067 \n", "3 8860.030219 9407.564214 0.125878 0.119138 -1 -1 -0.125878 \n", "4 7657.430390 9407.564214 0.106439 0.119138 1 -1 0.106439 \n", ".. ... ... ... ... ... ... ... \n", "933 8158.558661 10552.541454 0.104122 0.155107 1 1 0.104122 \n", "934 -1.000000 -1.000000 -1.000000 -1.000000 -1 -1 1.000000 \n", "935 -1.000000 -1.000000 -1.000000 -1.000000 -1 -1 1.000000 \n", "936 8053.805679 9853.325291 0.052833 0.095723 -1 1 -0.052833 \n", "937 -1.000000 -1.000000 -1.000000 -1.000000 -1 -1 1.000000 \n", "\n", " Utype2 \n", "0 -0.055917 \n", "1 0.138796 \n", "2 -0.101176 \n", "3 -0.119138 \n", "4 -0.119138 \n", ".. ... \n", "933 0.155107 \n", "934 1.000000 \n", "935 1.000000 \n", "936 0.095723 \n", "937 1.000000 \n", "\n", "[938 rows x 28 columns]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "df = pd.read_csv(dirTrack+nameTrack+strindex(2,n0=3)+'_'+strindex(3,n0=3)+'.tsv',sep = '\\t')\n", "display(df)" ] }, { "cell_type": "markdown", "id": "056ed8ca-a458-4610-bd5d-528099295b45", "metadata": { "tags": [] }, "source": [ "## D) Contact pairs" ] }, { "cell_type": "code", "execution_count": 7, "id": "e520ea4f-cf0d-43be-b13e-450dfe69e64b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Path exist: True\n", "Ctc_001: done\n", "Ctc_002: done\n", "Ctc_003: done\n", "Ctc_004: done\n", "Ctc_005: done\n", "Ctc_006: done\n", "Ctc_007: done\n", "Ctc_008: done\n", "Ctc_009: done\n", "Ctc_010: done\n" ] } ], "source": [ "# Name and directory where we are going to save the contact pairs ctc = (lab_bbl_i, lab_bbl_j)\n", "dirbubbleseg = 'P4_BubbleSegmented/'\n", "namebubbleseg = 'BubbleSeg_'\n", "\n", "dirnoedge = 'P5_BubbleNoEdge/'\n", "namenoedge = 'BubbleNoEdge_'\n", "\n", "dir_Ctc = 'Q8_Ctc/'\n", "name_Ctc = 'Ctc_'\n", "\n", "GetContacts_Batch(namebubbleseg,\n", " namenoedge,\n", " name_Ctc,\n", " dirbubbleseg,\n", " dirnoedge,\n", " dir_Ctc,\n", " imrange,\n", " verbose=True,\n", " endread='.tiff',\n", " endread_noedge='.tiff',\n", " endsave='.tiff',\n", " n0=3,\n", " save='pair', # <- save the contact pairs\n", " maximumCoordinationNumber=20)" ] }, { "cell_type": "markdown", "id": "cd24c4ab-168d-49a4-9be1-73526f6d584a", "metadata": {}, "source": [ "## E) Translate contact pairs" ] }, { "cell_type": "code", "execution_count": 8, "id": "8202bc01-e02a-440f-b0da-fd99c33bd951", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Tracking001_002 : done\n", "Ctc_pair_002: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4789/4789 [00:01<00:00, 4315.20it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Tracking002_003 : done\n", "Ctc_pair_003: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4797/4797 [00:01<00:00, 4415.46it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Tracking003_004 : done\n", "Ctc_pair_004: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4795/4795 [00:01<00:00, 4387.81it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Tracking004_005 : done\n", "Ctc_pair_005: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4895/4895 [00:01<00:00, 4362.13it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Tracking005_006 : done\n", "Ctc_pair_006: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4845/4845 [00:01<00:00, 4328.30it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Tracking006_007 : done\n", "Ctc_pair_007: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4843/4843 [00:01<00:00, 4405.62it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Tracking007_008 : done\n", "Ctc_pair_008: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4872/4872 [00:01<00:00, 4434.31it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Tracking008_009 : done\n", "Ctc_pair_009: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4879/4879 [00:01<00:00, 4394.15it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Tracking009_010 : done\n", "Ctc_pair_010: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4841/4841 [00:01<00:00, 4441.16it/s] \n" ] } ], "source": [ "# Name and directory where we are going to save the translated contact pairs\n", "dir_TransCtc = 'Q9_TransCtc/'\n", "name_TransCtc = 'TransCtc_'\n", "\n", "Translate_Pairs_Batch(name_Ctc+'pair_', \n", " name_TransCtc, \n", " nameTrack, \n", " dirTrack, \n", " dir_Ctc, \n", " dir_TransCtc, \n", " imrange, \n", " endsave='.tsv', \n", " n0=3)" ] }, { "cell_type": "markdown", "id": "68e7d879-18e7-4faa-9f22-3593f5e83f68", "metadata": {}, "source": [ "## F) Detect lost and new contacts" ] }, { "cell_type": "code", "execution_count": 9, "id": "0ed88383-b4dc-4dd3-9766-9a24046e8196", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Ctc_pair_001: done\n", "TransCtc_002: done\n", "Bubble_Prop_001: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ 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[00:00<00:00, 8951.45it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Ctc_pair_007: done\n", "TransCtc_008: done\n", "Bubble_Prop_007: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4843/4843 [00:00<00:00, 8656.29it/s] \n", "100%|██████████| 63/63 [00:00<00:00, 3607.83it/s]\n", "100%|██████████| 4872/4872 [00:00<00:00, 8846.29it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Ctc_pair_008: done\n", "TransCtc_009: done\n", "Bubble_Prop_008: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4872/4872 [00:00<00:00, 9170.97it/s] \n", "100%|██████████| 51/51 [00:00<00:00, 3547.89it/s]\n", "100%|██████████| 4879/4879 [00:00<00:00, 9141.55it/s] \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Ctc_pair_009: done\n", "TransCtc_010: done\n", "Bubble_Prop_009: done\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 4879/4879 [00:00<00:00, 8875.63it/s] \n", "100%|██████████| 65/65 [00:00<00:00, 3591.49it/s]\n", "100%|██████████| 4841/4841 [00:00<00:00, 8793.55it/s] \n" ] } ], "source": [ "# Name and directory where we are going to save the translated contact pairs\n", "dir_LostNewCtc = 'Q10_LostNewCtc/'\n", "name_LostCtc = 'LostCtc_'\n", "name_NewCtc = 'NewCtc_'\n", "\n", "LostNewContact_Batch([dir_Ctc,name_Ctc+'pair_'], \n", " [dir_TransCtc,name_TransCtc], \n", " [dir_LostNewCtc,name_LostCtc], \n", " [dir_Bubble_prop,name_Bubble_prop], \n", " [dir_LostNewCtc,name_NewCtc],\n", " imrange, \n", " verbose=True)" ] }, { "cell_type": "code", "execution_count": 10, "id": "6106c4c7-a349-417f-af50-5f4bd5b1a6b9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Q10_LostNewCtc/LostCtc_001_002.tsv\n", "Q10_LostNewCtc/LostCtc_002_003.tsv\n", "Q10_LostNewCtc/LostCtc_003_004.tsv\n", "Q10_LostNewCtc/LostCtc_004_005.tsv\n", "Q10_LostNewCtc/LostCtc_005_006.tsv\n", "Q10_LostNewCtc/LostCtc_006_007.tsv\n", "Q10_LostNewCtc/LostCtc_007_008.tsv\n", "Q10_LostNewCtc/LostCtc_008_009.tsv\n", "Q10_LostNewCtc/LostCtc_009_010.tsv\n", "Q10_LostNewCtc/NewCtc_001_002.tsv\n", "Q10_LostNewCtc/NewCtc_002_003.tsv\n", "Q10_LostNewCtc/NewCtc_003_004.tsv\n", "Q10_LostNewCtc/NewCtc_004_005.tsv\n", "Q10_LostNewCtc/NewCtc_005_006.tsv\n", "Q10_LostNewCtc/NewCtc_006_007.tsv\n", "Q10_LostNewCtc/NewCtc_007_008.tsv\n", "Q10_LostNewCtc/NewCtc_008_009.tsv\n", "Q10_LostNewCtc/NewCtc_009_010.tsv\n" ] } ], "source": [ "Lost = Read_lostnew([dir_LostNewCtc,name_LostCtc], \n", " imrange[:-1], # since lost/new are obtained between subsequent images\n", " verbose=True)\n", "\n", "New = Read_lostnew([dir_LostNewCtc,name_NewCtc], \n", " imrange[:-1], # since lost/new are obtained between subsequent images\n", " verbose=True)" ] }, { "cell_type": "code", "execution_count": 11, "id": "6211e8c8-9a41-4208-a31b-7770690ab4eb", "metadata": {}, "outputs": [ { "data": { "image/png": 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SiP0RYvPeZHOp4lSF8iXLU8K+BAmPEwi/H27yNTG6hBcbVWzWf1CFx8rPNhUxpNiVj+gGvIaq5eg4GHmQrqu78nTVp/Fv58+QpkMoYV/C4PaW5CYrxZZCmqQQ8txzcPy46OgOH4YXX4TPPoOpUy1OJ1J63n2x/wu+2P8FICZ/rs6u1Cxbk1pla4m/crWwU9mx+fxmdl3eBQjj+TefeZMZnWbgOnsRzFuSe8caDcxLj5SZqz8iRlHEl8yZl9iYpceWGk3VAOFRUjuwNs2qNqNamWoG/8qWKKvYB8MssgyoNCoIrSUGgK4PwDMC1JYupi5cWGwjJNV2ahb1XMTLP7+c6zl9voFK+t0bD27QaWUnq7fVknFCvmOp55CVUTs4EthkMr4R81BpySZ46aoxBjSZbPUUHYmkwMnH32DdCsoyDLIKXQBR8VH4bvSV2SeWYsGCkNL+o1UU1L0HjhoooQHHPi/h6F6bEuoSOKodKWEvbh3VjhmPKXncwc6BGXtmsOHfDTg5OPFBpw9YcmQJUQlRGcfOi6G9q86CzFVZ8IpVUHqs/GxTEUOKXfmI2k5NYK9AfDf6okKl1yh78QuLCbsVxspTKzkVe4pRW0fx3u73GNdmHG+1fosqTlVy7VdpxJjS7bJyJvaMou2KxABZoozq1WHvXhg/HpYvh3ffhX/+EfednMzendLzrpVrKx4kPyAiLoKk1CSiE6KJTojmUOQhvds7qh2pU74OkfGRzNk7m1oHvqHmU1DrPtSKgyqJYJd14r1wIXzySUZKow69vjjONQjsOg+f2i9CaiokJYkUT30h+1qtEAL9/cVKWDGdsEtsj9IV7OgH0UQ/iDa6TQl1iWziV1WnqgaFMbO8hNIHVMGNwa8XRJbNfCqjalGY8t1lUKmSBS8qOuiq6eXs+/WZhyvtT6s4VaG6c3VcSrhk/jm6ZPu/cwlnXEq4EH4vnCl/TDG5T0vGCQWChZEHVm/GqLkErQC/cwuJLJMpVLslqgloMhmfUYXAY08isQX59Bsc13ocU3ZNMbkQlBNrZZ8UJQ+8gkZp/zH/j/R0QB2DB0Mv5fY9hlhwYAEb/t2AncqODb4b6N2gN1Ofm2ry+zMVjKLz7PK8Rv5HoSstGpCfbSpiSM+uAsCgUfbzC/G5VQliYrhbyYnvS/7Ll0e/ylCkS6hLMKzZMPzb+dOsarOM1+pypA3+SM304tBqtfwV/hdLji5h6/mtivKeLTHVlxRytFr45hthXp+aCs2bCx+v2rXN2o2556dWq+XWw1tE3I/gzM0zrDq1iv3X9mcMdBzsHEhJSzF53BKp4B4nhC+dAFZTU4ZaGmdqxYFbnJbtNRLxfSFBtErPqnzQRjMn7jJnvqCbYzaFqf1KvUlGPzOa9u7tufHght6/uMdxZh3XpYRLdgHMKbsYVrWMEMqqOFXBXqsi2Ksqvt3uWO93A7BunShnXkzx2eDD5vObmdBmAgOaDDA68DbX40vJZMza4wRJdjQpyYTuWEpM7GVcq9bFs/c4GdGlgMJ0/bWEot7+ooIpL0tTWDpHkcW5zMNkP6Mzeg/IEQVuhbHzL//9Qr+f+qFFS0DPAPza+Zn1ep1PJjlanm1cc15VsNUYwaKiAcUVaVBfyMk1OD1+C7X/5FzhwCkBC9jUMI1FhxZxJOpIxlPd63RnUrtJ9KrXCzuVXZYfKXojxpSE8cY/jmf1qdV8dfQrzt8+n/F4CXUJHmse632NHCA/AYSGiovszZtQoQJs2ADdu5u1C3PPz/jH8Sw8uJAFBxfwIFnEDXt5eDGn6xzau7cn4XEC1+KucS3uGhFxEUT8/D3XLv1DRDmIKAvRzpBmqoq7VkR+panINmHPaJuhTtkYxXzCro+ieP3NSmFqv7WqTiWlJhH7IFa/GJaY/f9JqUmK26dCRcVSFYl7dI8Urcb47yYQ1GmKd12sheLohGhqLqqJRqvh33H/0qRyE6PbmyNMbf1vq+LJmDXGCRKJNSlM119LKOrttyo2LvqhT/DKGSlrCHMLf0E+FecqhgWPDPYz+hbDrFTM4OSNk3T8oSOJKYm81eotlvZeapGNg95glDgI0EWsd+8Of/xhcTvzRD5XkS4KSLGrKGGsjDtAUBDa/v05GHmQgEMBbArbRJpWzCIaVmyIX1s/Xnn6FX6//DvjdowjNjHT6U9fbnJOzt06x1dHvmL16dUZwkIZxzK8+vSrjGszjvO3z8sB8pNOZKS4mB49CnZ2wvtq8mSzfLwMRjRmOT+TUpNYenQpc0LnZJQAbuXaijnd5tCjTg/DnVdAAEzKjIhJsYMoFyF86QSwa2Uhopk7EeVUXEuKJSlNv4Cbkz3Dd+N1XS2roRigqF9/C1v7Ta1gv1DvBX4d9quynZkYSGu1WuIfx+cSxGITcwtlsYmxGf2OEvbsqITX0dumN3wCymbP3jubmSEz8azpyb5R+xS9RokwBZg9GVNyHS6yFMOJY3GnsF1/zaWot99q5EPxHk2ahjJzypCkSWJY02G0rtGaJpWa0PNH00WUzI3sypfqtcW44JFJ0QisFpUUnRDNs98/S1RCFD3q9GDH0B04qB0s3l9GMEpcFK7ht/B8WBn1nbsiy0WlEr7GLVtavP88odHA2rUwcqSwlYmLe6L7OCl2FRVMlXHXMxGIuB/Bl0e+5Pt/vif+cTwA5UuWZ3Sr0XjV8uKFdS/gUsKFrYO3GswtT01L5Zf/fuGro1/xV/hfGY83qtSICW0mMOLpERkeI1DMB8gSZSQlwdixsHKl+P/QofD991C6tOJdGEq3SU1LZeXJlXy096OMc6xhxYZ80vUTBjQeYHqFJjlZtENjxNNBrYaHD8HREa1Wy7fHv2XsjrEm27zOZx1DmgwsNOXuCxtF+vpL4Wz/tD+msfDgwmwRXroV7BLqEvz92t+0rt7a+E6sPJDWpGm48+gOK06s4L0/3zO5/bp+axlyrwZcuSIqot67Z3jjoCBRBbaoYkRk0aSJggLX46+ztv9ahjUfpni3xvpd74beFk/GiqUHTTGeOBZnCuP11xyKevutgoIFe2v8Bs/fPk/jrxpT2qE08e/Fo7ZTK0ubS1QT3m496gG5C4QYwtxUcrPJp8+sIMnWz/xzAc9Rs7JnSVghKulhykM6r+zMsehjNKrUiIOvH6RcyXJ5bbp+hg4VFeo9PYWvsS0KACnh4cNM/+R796BcuYJpRyFAil1FhZAQiyNGEh4nsPLkSgIPB3L5njA2VqvUaLQaKpaqyO1puVfVbybeZNk/y/j62NcZg2Q7lR3eDb0Z32Y8XWt3NSgsFMsBckFRVFegtVr46ithxq7RQIsWwserVi2LdpemTSPoXBAz9szgwp0LgJjMzfKaxStPv4K9nRk1NKZNy6y6qI+pU7NVYzR7MCNz5vVSpK+/FN72J6cms/TYUi7fvUzdCnV5q9VbDAwayLYL23BzceP46ON6C5YANh1Im/27efVVWL0aKlcGBweI1mOs/+qrwh+wZEmL2lSgmBBZtl/YTt/1falYqiKRkyMpaW/eezTU79p8MlaUeAImjsWVwnr9VUpRb3+esWDB3lJ+OvsTQzYNoZ1bOw6+fjDjcVt4La0/s56hwUNNbmdJemR+fmaFhitXoG5dMQZYsQJq1MjzvCdNm8agoEEEnQuiYqmKHH7jsOLKnRZx/To0bAiPHgk7l4EDbXcsU1StKqxlTpwQ87AnFKXXX1OuNhJbExVlehvIVu5dh3MJZya2nch/E/5jy6AtdK7VOSMS4M6jO3T4oQNB54JI0aRwOPIwIzaPwH2RO+//9T6R8ZFUKl2J6R2nE+4XTvCgYLrV6WY0gkZtp8bLw4shzYbg5eElhS5LCQ4WHV2XLmKloEsX8f/g4IJumWlUKlGV8M8/xeT15Elo3VqIsWag1WrZeWknrb9rzaCgQVy4c4FKpSuxqOciLky8wGstX8smdCWnJhNwKICJv04k4FAAyanJuXc6d64QtHKiVucSuiCz+oou5SfXW0WFu4s7njXTK5zoSm3XqJF9Qzc3OZmSWB1He0f82/nz5Ytf4t/On5IOJVnTfw0NKzYkMj6SgT8PJEWjp1CDRiPEF0OVQyFTrLYAs34369cLocvODjZvhmvXxLVi3Tr46y9YtEj8PletEos5+oSwwoxOZMk5aYmKEo8HB/PNsW8AGNVilNlCFxjud5VWbCz2lZJtfL5LJBIjhIYaFm1A/AavXxfb5ZGTN04C0KJqi2yP+zT2Ich3IzUeZJ+TuMXn8Icy4zpgyyr3+fmZFRrOnRO3TZrAsGGiv8+jkDdzz0yCzgXhYOfA5kGbbSt0gYhEey89qn3qVBFhVVDoAgyuXi24NhQhzAibkFidgwfhk0+Ubetq+IKqtlPj3cgb70be2VYjDlw/wIHrB3BUO5KsyRQH2tZoy/g243n5qZctGnxL8oChFWjd5KioiCadO8OxY6Ktx49Djx4wf76YdKhURitTHbh+gP/9+T/2RQjvGmdHZ6Y8N4VJ7SbhXMI516H0pXRN2TWFye0nM7dHjrLuc+fCvn1w+DD06gU9e8K4ceCY28xbbacmsFcgvht9c5mc6ibyAb0Csou6haTcveTJpGzJsmwZvIVnv3+WvRF7mbJrCoEvBGbfyJyBtAX+cop/N9euw1tviSdmzIAOHcT9rMfs0gWaNRMrpIcPC+F882Zo29bsduU7pkQWlYqIDybw66AbAIxuNdqqh7fpZKwoYePz3WKKavS2RGIOehbi87SdEU7cOAFAi2otcj3nc6sS3gs0hNaCmDLg+gA8I7IUFzLzOqBb1DFVJCRjMdQc8vEzKzSEpSuOjRtbZXerT63m09BPAfi+7/d41rLge7CEKVNg+XKxcDd/PsycmT/HzYmHh/BQlmKXImRkV0EQESEqtj33HJw/bzzvV6USarKnsh9yw0oNAXBycKKUfSmADKHL3s6eQU0G8aPPj4x4eoQUuvKb4rYCXbOmGDiMGCHaPGkSvPoqwd9NwmN6abqcmsTQG0vockr8f+G3I+m7vi8dfujAvoh9lFCX4J3273DF7wozO880KHTNOzAvV3U6jVbDvAPzmPbHtNztunVL3L7/vvg89QhdOnwa+xA0MIgaLtmjtdxc3AwXXlCrxWBpyBCrrE5JJObQqFIj1vRfA8DiI4tZfWp19g3yYSBt8ndT/yWxehsfL/q5Dz4wvLNu3cSg7amnRJs6dRKRXoUdBSLLsmoxaNHSrXY36lesb9XDe9b0pIZzDYPP54pMLa4UxoljUY7elkjMwchCfDZiY0Wkb0iIRWNcrVbLiRghdrV01WMOHhODWgteV2HIWXGrt4q2wuuAblFHHwYXQ5Vy8aKy7ZR+tkWBrJFdeSQ0IpQ3fnkDgP91/B+vtng1z/tUTOnSmXYpn38uBNSCwMND3EqxSxFS7MpPEhLEBLxRI/jpJyFkvf66MPlWqXKLXrr/BwSYnFCnadPYdXkXk34XFekSUxJ5lPoIdxd3fBr70LBiQ1LTUtlwbgP1v6xP/w392Xt1L/os2zRpGkKuhrD+zHpCroagSSsi4kthpziGLpcqJSam6edo8LE1+EYHEOmU/ZyJdNLwTswqtl/Yjlql5s1n3uTS25eY//x8KpWupHfXyanJLDy40OjhFx5cmDul8eZNcVu1qqK34NPYh6t+V9nz6h7W+axjz6t7CPcLl4UXJIUW70bezOwkVhRHbxvN8ejjmU8qHSDncSCd8btpMId1QbDnYMPM382nn8KBA+DiAj/+CPYmgsjr1BGRzv37i2ITI0cK8Tw1NU9tNIhGIyZdeZh8mZo0pdjBsmfE/TGtxpi/fxOo7dR0q91N73N5nowVJfLpfFeMgtRWiaTY4OkprByMLdqr1eJ6ngfh98aDG9x6eAs7lR1NqzTNvYENrgO6RR1HdfYFU6OLoabQaOC770xv5+amOMihSGClyK7Ldy/Tf0N/UtJSGNB4AJ90VZgdZU1efll8N48ewbvv5v/xQYpdZiLFrvxAo4EffoAGDWDOHFHVzssL/vkHli0TgpeFXkBxSXEsPryYxl81pufanhmpYSXUJdgyaAvhfuFsGriJsPFh/D78d16o9wJatGw5vwWvVV60+q4Va06tyYj+Cg4LxiPQgy6rujA0eChdVnXBI9CD4DA5QMszSleWR44UEWCbNmUKN4UZlQr8/ND8tgO/XoiA75zjHpX4K5UKZ0af5Lu+3+Hm4mZ0t0uPLc0V0ZUTjVbD0mNLMx94+BAePBD3qxgw79aD9KOTFDU+9PqQvg368ljzmP4b+nMzMf1aYWryYWa0sDHUdmq8XNuLlfRrduJ3s38/fPyx2OCbbzIHZaZwdhb93Ycfiv8HBMALL8Ddu3luZzasFXVjYtK0rSHccIaqDuXxbuRtcXMNcT3uOpvCNgGiGnNW8jQZK2rk4/lukuIWvS2RmEKtFsU4wPBvMOf5boHwq0thbFixIaUd9FQAr19feEMawsLrQJ8GfdBlMS7suTDvi6Ghocq8mt98s/hkDWi1Vonsup90n77r+3Ln0R1aubZidf/V2KkKQMZQqcQ5r1KJBbO//87/Nkixyyyk2GVrQkKED8nrr8ONG6IaxebNwpw3awUFHx9x0urMe/fsEZU4DAhdZ2+eZez2sdRYWAO/nX5cuHMBZ0dnBjYR1SEqO1XGu5F3xqRdpVLxfN3n+XXYr5wbd44xrcZQyr4UJ26c4JUtr1AroBZDNg3Bd6NvrlLmUfFR+G70lYJXXlG6ohQRAYsXi8FA1apiJWT0aFi7VuSJF1JCE8OILEtuoSsLj+wh9tBuRfu7fPeyou2++PsLFhxYQPi98ExxsEQJEVUikRRT7FR2GYb11+OvZxrWZ5185MSMaGHFlCkjbh88gLg4kb6YlibSm4eYWaXKzg5mzRJCv5MT7N4NbdrAv/9ap63WjLoxIbJ801rcvv7smFyRAdbA/3d/ElMS6eDegdgpsU9uZKqxybYtzndjFMfobYnEFLriPZUrZ3/c0G/OAuFXZ06vN4UxORkGDRL9Dlj1OnA69jTJaclUKFUB/7b+eV8MVbroXd+6ae8FSlSUyGxSq6FePYt2kZqWysCfBxJ2O4wazjX4Zcgv+kXP/KJlS3hDpFLi55d57uUXUuwyCyl22YrLl0UH0KWLqFhXtqwws/v3X+jXL9fFWJOmIeR6KOsrxhDS3hVNp9xmpimaFILOBeG10otmXzfjm+PfkJiSSJPKTVj64lKiJkcx5bkpQGYagz4aV27MN32+4fqk68zpOofqztW58eAGP539Sa8Ro+4x/53+MqUxLyhZga5eXaS4TpgAzZuLx86fF6muI0aIChweHvDKKyIq8L//9K8iZ0GTkkzIlgDWfzuRkC0BaFL0VDK0AjGxysQppdspraxyI/EGU/6YQp3FdXhmc08+9YSwBhWMh9VLJMUAnWG9s6NzhmE9IPoefQsltqgc6uQkbhMTYexYIdbXqQNLlli+Tx8fkdZYu7YoWd6uHWzdmrd2WjvqxojIcqkC/FFX9MNvtrZ+CuOvF38lOCwYtUrN0t5LcVA7PNmRqYYq5VaokL9FXwqjf5hEkh/4+MAa4SWJm5uotGvsWmqm8JthTp+jEiMAb78tIorLloUvv7RqxewjUUcAeLbGs0ar1SumsKVd5we6FMb69Y166BpCq9Xy9m9v88eVPyjtUJptQ7ZR3bm6lRtpAZ98IhbV//kHVq7M32PrqjHGxcH9+/l77CKIFLusTVycKEnauLGI4FKrRTW4ixfhnXdExEkOTKUO3nhwg9l7Z1M7sDYv//wyeyP2olapGdB4AHte3cPZsWcZ22ZsNoNvJRfliqUr8j/P/xHuF870jtONbqtFy/X464RekyuSFqNkBfrLL8UK1ZdfwqlTcPs2/PKLqADy7LNiHxERYlDx5pvC/61aNZFDrntNlhWG4BXT9JrFB6/QY+yeR1yrKhOnlG43rvU41CrTk7a65erSwb0Ddio7TsRf4INu0GRADE2+asKMv2ZwIuaEXm86iaQ4oNewXqOBQ4fEBh9+qCha2GJ0kV3x8SKkX60Wx8trZGWzZsK4vmtXETXWrx/Mnm35Cqotom4MiCzfp3t19arXC49yHua31QiPUh4x4dcJAPi386d51eZW3X+RJWt0fK9e4rEBA/K3uvGTOJGVSHTEx4vb2rUVe6YqFX51kV25KjF++634U6lEvzNhgllZMqY4HHUYgGerP2vR63OhxOMsv9Ku8wtdCqOFfl1fHvmSr499jQoV63zW6Y/uKwiqVMm0Xfjf/zLP//zAySkzklJGd5nEhGusRDGpqSL6ZuZMIVAA9OwJCxaIKlMGCA4Lxnejb66Iqqj4KAZsHIBnTU8ORR4iJS0FgCpOVRj9zGjGtB6j1/NItx9jkV05cVQ76jd81ENMglyRzBO6yZGfX/aJl5ubCLHO2SFXqAB9+4o/EJO+Q4dg3z7xd+iQSN0LChJ/AOXKQceOBLsl4Ft1L1qn7LuMctLgGzGPoBXgM2qu1d6aZ+9xuO2fQpSTBq2e00+lBbdENZ69xynan6O9I5PbT2begXkGt7G3s+fy/cskpiayaeAm7vy+mU1HV7O7roqw22F8EvoJn4R+Qp3ydfBp5INPYx/aurUtmDx/ayLL2kuyoDOs/3jfx4zZPoanLsXRKipKXD/+9z+9iyxWQyd26czkP/oI2ra1zr4rVoSdO4XYv3ix6F9PnRKrqLrjKsVWUTc+PuDtnfF7fHz0ID/YfwnAmOajzNuXAuaEziH8fjg1nGswy2uW1fdfpNFVyn3wQJw3f/2Vv8fXTWQNiaoqVfEznpZIdOj8FcuXt6rwm/A4gUt3LwE5xK6//4aJE8X9OXPgxRfFfd11wAroIrvaupnXp2nSNIReCyUmIQZXZ1c8a3qKiFvdorevr7ge6FuIza+06/xCF9llgV/Xrxd/zSi8NrfHXJv4X+aJCROE2Hrhgoj0mmu9OZVJPDxE9fmrV7PbIklyUcRnfIWEXbvEiTZunBC6GjeGX38Vgy0jQpcmTYPfTj+jqYOh10JJSUuhnVs71vZfyzX/a8zuOtugubcugsXccFtXZ2Udk9LtJEYw058tG2XKQPfuwgA6JEREEoaGiupnPXuK5+/fR7NjO36l9uo1i9cJUf7nFhpOadRTrcxUlU61gyOBTSYDQtjKiu7/AU0mo3ZQHsY8t8dcpj43NVeEl1qlZupzUzkz9gxPVX6KGw9uMGDjAGLjY9i+Dm5GDmFt/7X0b9SfUvaluHLvCvMPzue5H56j5qKaTPx1InvC95CaZqNqb7ZElrWX6OFDrw/p06APSalJ9D/xHjedgOHDbSt0Qfa0hOeeg/fes+7+HRzE5GD5cnGsTZugQwdxzTQHG0Xd5LQg2DS8FbedoEY89A6JNq+NJvjv9n98sf8LAAJ7BVLG0UzB70mhUycxWbx0SURC5xdqNbz1lv7n8ts/TCLJb3RiV4UKVi0ccSr2FAA1nGtQ2Sk9miUyUghGKSkwcKBNquLdT7rP+dvnAWhTvY3i15ks9GUo7RrEPDI/o1HzAwvN6c/EnmFw0GDStGm83vJ13mn/jg0al0ccHUXKLohr+8WL+Xds6dulGCl25YXz56F3byEy/PuvuMDrUsleeMHky0OvheYyg9fHN72/4eDrBxnWfBgl7I1PXPQJZ0rwrOmJm4ubwYgwFSrcXdzxrClXJK2CbuVpyBBxa+ngt0QJ6NgRpk8X4uq9eyQd3s+ySZ2MmsVrVXC9jIbQeRNyh97qEVOCvari8XlVk1U6fUbNJajWVGokZn8/bolqgmpNtSiSbG6PuTyc/pBFPRcxoc0EFvVcxMPpD5nbYy6NKjXi8BuHeeXpV0jTpvF+2h/0GQqaKpUZ1nwYwYOCuTX1FkEvBzGk6RCcHZ2JSohiydEldF3dFdcFrrz5y5v8dvG3jIqkhRpZ1l5iADuVHWv7r6VBubpcd3jIwJch5dXhtj/wZ59l3l+40HYT+ddeE8J71apw+rQwrt+zR/nrlaSPqFRw9qziVEl9k5pRv44G4M3jYP/5XFF92QpotVrG/zqelLQUXqj3wpNjQG8JLi6Z0YV//pl/x42Nha++EvdL5zBPtoVfnkRSmMgqdlmxcESuFMakJOjfX/zemjcX1e5t4NF6LPoYALXL1c4U2Uygy9YxWegr66J31vQ+pxypGMUBXWSXGWmMsQ9i6bu+LwnJCXh5eLG091LreKbZghdfFH8pKcKuKL/QiV35uaBTRJFilyXcuSMMEZs2FRFc9vbC2PbSJRHS6OCgaDdKUwJdSij3PsmI7DIjjRFECfnAXoF6X6v7f0CvgCfP+LaQcz/pPnuv7iXgUACvbnmV5t8/g/PvnXnLZZ+i18es/16kPTZrBpMmidWxHGJKcGPw7XaHyOQ72V5rqEqnz6i5XJ3zkD1PL2JdtQnseXoR4XMe5ill0tHeEf92/nz54pf4t/PH0T4zmsTJ0YmV3itZ/tJySqap+a0+tCy1ioPXD2Y8P6DJANYNWMetqbfYPmQ7o1qMokKpCtx+eJtlJ5bx4roXqTKvCsODh7M5bDMPUx5a3FabIcvaS0xQtmRZtmgH4fwY9nrA1Js/2vaAe/eK9JGMBpS17fHat4djx0SF4zt3oEcPYYSvxJNPyeRLqxVpMd27m1wtNTSp0Ynm1e3LQXS0iEizAj+d/Yk/w/+kpH1Jlry4pPAO/AsL3buL293Kqv/mGY1GLF7FxIhJXXS01XyDJJIiQVaxCwxHMJkp/GZUYqzWUlyjx4wR/UDFirBli80EInNTGJVk62Qr9KVb9M4aHHH+fJ7aXOi4dUtkPKlU0LChopc8SnlEvw39iIiLoH6F+mwauMkmFY2tysKFQgvYtg1+/z1/jikjuxQjxa6c6EnfyiA5WaxE1K8vIrg0GuGl9O+/IoyxfHmzDmXL1EFLBsI+jX0IGhhEDZfsHZObixtBA4PkSnIBotVqiYqPYseFHXyy7xMGbBxAncA6lP+iPF6rvJj0+yRWn1rNmZtnSE1LxdlOWUle1weIwcPZs+Lcnjs328RRowK/XuhPhzRSpVPt4IhXP3+GjPkSr37+ZqUuWoJKpeK1lq9x6J9nqH8Hrmvv02llJxYdXJTNnL6EfQl6N+jND94/EDsllt0jdjO29ViqlalG3OM4fjzzIz4bfag8rzK+G31Zf2Y98Y+Nm07mS7XLuDhRfVOWtZeYoPGqX1mTrj8HHg5kzak1tjnQvXsiTVKrzV6R0da4uQm/wuHDRR88caIo1vH4senXGpt8/fyzEMNKlRLiRLNm8M03eoU0Y5MaHbM7q9CoEJFvStpmhLikOCbvEini0ztOp075Onna3xNBt27i9s8/lYmheWXmTHHeODmJVNuyZa0TvS2RFBVyil2QGcG0c2fmb+Cvv8wSfjMqMVZrIbwbV68W+9qwQZjh2whzzelNZesYLPT1zDOZ9//7z+x2Fmp0UV0eHrmjXfWg1Wp57ZfXOBR5iPIly7N96HYqlKpg8nUFTsOGIggGROBASorND6lxrUqIB6yP/ZOQ+RPQJD2y+TGLKtKgPivBwYaNwx0dhUnuhQvi8WbNhMClG1BZgC51MCo+Su+gWYUKNxc3s1IHLTGoz4pPYx+8G3rrN1ZUgEFTRoli0rRpXLxzkZM3TnLixgnxF3OCWw9v6d2+VtlatKjWgpbVWtLStSUtq7XEtVQVar/vZNws/oEdnt7jIWQfnDmjN3UntBYiHdIAWTtvLw8v8WABmqc/fSWRY3/AG/M78fOdfUzeNZnQa6H84P0D5UqWy7atvZ093ep0o1udbix5cQkHrx9kU9gmgsOCiYiLYFPYJjaFiRWlHnV6MKDxAF5q+BIVS1fM2Efwimn4nVtIZJl0se8GuO2fQmCTyeZFsmm1YgXs0iW4fDn3ra7ohRJkWfsnlxMn4ORJvB0dmdnGj4+PzmP09tE0qdyEVtVbWe84Wi2MHi36yvr1xarthQvCGDw/KFVKTHhatIBp00T0VFiYEBmqVTP+2hyG8rmuUS++CKNGCfPjsWOFOLZ8eWapb5RZEFxPu0doq0p4HYsSrx+nrDCHPmbsmcGNBzdoULEB0zpYv5JusaRdOzG5unlTLOY0a2a7Y23fnhnhuHy5xVXHJJIijT6xC8S1tWdPaNUKjhwRf/XqKdpliiaFszfPAtDiysPMNLH58/M0/zKFVqvlcGS62FVDmdilNFsn13atsvTNly+LwArHQh7JpBQz/bo+3vsxP539CXs7ezYN3ESDig1s2DgrM2MGrFkjxiJLlwo9wUYE/68ffo+3EjkSIAESv8Jt+lcElvDG57MtNjtuUUWKXTp0Xjg5VwB1Xjg6qlQRFRdeey3PE3hd6qDvRl9UqLIJXpamDlpqUJ+zXRnChRkEhwXjt9Mv2yTAzcWNwF6BxTIqzBrC3uPUx5y9eTabsHXqxikSU3JHSNip7GhcqXE2YatFtRYGVz0Cm0zGN2IeKi3ZBK8Ms/in3kGtE2QePBARCFlTkoAYhf7HGZ23IcE4MDB/Ujhu3sTlMWzo9CWdk0KZ9PskNp/fzKnYU/z88s884/qM3pfZqezoULMDHWp2YMHzC/gn5h+Cw4LZFLaJ/+78x46LO9hxcQdqlfhtDGg8AMdTZ3gz8mvl1S7T0sT1RJ+gdemSaaGgXDm4f9/0ZyDL2j+5rFghbvv148MXPuefuDC2X9hO/w39OT76uGLfEUXHCQoSYfvr1mWacudHZJcOlUpMfJo2hcGD4cABkd64ZQuapk8RumQqMTEXcXWtj+eEeahLlsp8rbFqXfXqifTMxYuFF+Kff4pjzJ8vBD6VSvmkZnBvOLZKXFtff92iYgH/xPzDV0eFD9RXL35l0rdTko6jI3TuDL/9JlIZbSV2hYfDiBHi/sSJMGiQbY4jkRR2DIldOp57TghdBw4IP1gFnL99nmRNMi4OZag90l8spr7yik2FBIDI+EhiE2NRq9QGx405UZqFk3XBFBALRqVLw8OH4v1duQKNGpnb5NwUgqrdmnNnCfWAmGbgejXE6Dxp/Zn1zNo7C4Cve39Nl9pdTO+/MAVYlCsnioWNHg0ffijO8cpWGnNlIfh//fAtsRVtjqFAlAv4spWg//WTglcOVFptfsR325b4+HjKli1LXFwcLi7K/a0y0GhEiKWxFCGAqVPhgw+E+akV0ScSubu4E9ArwGyR6O9rf+O5wpN6FepxcWL+VYXQ+ZfkjFDTiXbFLQ3SEmEvLimOkzdOZhO2zt06p7ciYCn7UjSv2jybsNWsSjNKOZTSs2cj7cwZeQS4P1AToC/yKCREmNJnfcgDuow0fZw9bh/glVZTeCnkvKTohFdbm/OmpooJjlYLN25A1aocjTrKwKCBXL1/FUe1I4G9AhnTaoxiMVir1RJ2O4xN50SUl64qkHgy/dZg5JyK8JTxqMMjhJh15YrxdCZdWfp69aBu3dy3pUuL61RUlP60HN3rw8PzdUCT5+tvAVPU259BUhJUry7SC3fuhJ49iUuK49llz3LhzgW8PLzYNXwXDmplnpIGuXABWrYUA/MvvhCRVV5eQiDasEFUxspvLl4U0VphYQQ/ZYff82nZIlLd4rBsxfPiRRHltX+/+H+PHrBsGSFpV+iyyvRAfM+Q3/HqMkr4N339teFKfQbQpGlov7w9R6OPMrjpYNYPWJ/tuUIzyLcWRiZnFr3fBQtERP6LL8KOHdZvb1KSqAz6zz8ikmzv3uITkZFPFPXrb1Fvv1VxcxPjk2PHskcr6fj5Z9E/tGwpfjMKWH1qNa9ueRXP207sW5IoFjT27RPRvTYk6FwQL//8Mi2rteSfMcraqknT4BHoYTBbR0eDCg34ru93dPbonPlgx46Z/czmzdCvXx5aT8EvPJM+T1ozlMgSmeNeQ/OkQ5GH8FrpxWPNY6a0n8K85+cp239hC7DQaMQ5evKk6O+//tq6u096hMf00kS6YHjuEQ/hcx5mX+Arpii9/kqxC/RO8vWyZ4/h1eA8Yq2Ba2hEKJ1WdqJ+hfpcmHjBBi3Nje4CbyitQ5eOGe4XXiwG48HBn+J77sNcXZlO2Pv55Z9p796eEzEnsglbV+5d0bvLCqUq0LJay2zCVoOKDbC3s07gpSYlmdAdS4mJvYxr1bp49h6n30NLJ/qmiylaYEkbePtFDFZ1zLiwBoDa2JUkP4SYGzfEBMnOToSBpx/n3qN7vLrlVbZd2AbA0GZD+bbPt5RxVBi2loXLdy8THBbMiv1LCHt0zeT2e1aC19UsD9jbC48JfWJW7dpQsqTxHeoiUCG74JVfgqIeivpgv6i3P4ONG0VUiZub8EhJP//DboXx7LJneZD8AL+2fgT0CrD8GMnJYnX++HHo2hX++EP83vr0EWLC8uUi6rkgiI8n2LsBvp1jc3kM6qJZgx5bIHhpNJlRXklJ4OyMZv48qtybzt2ku3pfkq3P+2qp8PJwdxeitxliyDfHvmHsjrG4lHDh/PjzGZEDhXKQn1eMTM6CG2PZ+z11SqS6OjkJEVhh8SDFjBkD330HlSqJybu7u3X3/wRQ1K+/Rb39VqV0aXj0SESs19HjKxgZKX4jarWIUi9jegw2eeckFh0OYOJhWHy8iuh73Nys3/YcTPtjGvMOzOOtVm/xdR/lgoVu4R/Ila2jRUu5kuW4n3QfgNdavMa85+eJ7Iy33xZe0ACffy6KRVmKoUylfBwnZgRAaLXZ+2I9ARBX71+l7bK23Ey8iXdDbzYN3GRyrmgywMJ3Iz63KhVMVNu+fSKq2M5O9AtPP221XYfMn0CXxK9MbrfHaTxeU5ZY7biFFaXXX2lQD8o9bmzohaNLHRzSbAheHl55FoXys1KTxaaMRY3gYDS1a+F38EP9BfHS/w0MGkiNhTXos74PH+z5gE1hmzKErppla+Ld0JsPO3/IlkFbiPCP4PbU2+x+ZTfzn5/PsObDaFK5idWELjDDLD5LtbJkNbzVB97ujeiotJkTRh0qVKCCAPs+qOubyKvPD/P02FhxW6lStk6tfKnybB28lXk95qFWqVl3Zh1tvm+T4QNhDnUr1GVqh6nMKPuSou1jOrYQufu7donIrkePRGTMb7+JgY2/vxAKGjc2LXSB1aobSYohP/wgbkeOzHb+N67cmDX9hUl9ng3rZ8wQk40KFYRnll36EMKQQb2xgi9WRuPogF/L3EIXZKZx+z/ear6Jq1otDGdPnRJCX0ICwYFvce+RYaELslgQvPmmGGxfv56ZZqqA2Aex/O/P/wHwSZdPsgldikrbFyV0k7Oc0fVRUQR/MADfjQMse7/Nmok0ksREOHzYum1evVoIXSqVSOWVQpfkSSYpSYxvwHAao5ub+J1oNHD0qKLdnjj6CwAtb6qFJ2M+CF2QWYlRqV+XDmOFvjYN3ES4XzhjWo0B4IeTP9D4q8asO7MObcuWmRvnpSJjIajana2Ai4nCVvGP4+m7vi83E2/SoloL1vqsNTn/NV31Uov/ysFounYRqYRduoiF/OB86hs7dRIRjGlp4rO2YkxRTIyyjC2l2z0pSLELlHvcFAEvnLwa1FuCxaaMRYn0wXioOkqkxxj5eNO0aahQ0aRyE4Y1G8a8HvPYPWI3t6feJsI/gi2DtzDLaxbejbypWbZm4Soh7+PDrZ+W0+MNR75rLQSuubsg6M+K1HDM7jMgqnRuwmfuNpg1S9n+bWmefvOmuK1SJddTKpWKKc9NYe/IvdRwrsH52+d59vtnWXVylUWHcq1aV9l2A14VJtc9eojILXsriJi66kayrL1Ex/XrQlAFIXbloF+jfszoNAOA0dtH80+MsrSMbPz5J8xLTy1Yvjy74Kpboc/qOxccLAaYXfJhwJmQQOiUl41em7UquF4WQpdMtewYDRrAvn1s/vxVhviK/XW9pqa6qly2zXJVLy5ZEt57T9yfM0dExylg2u5p3E+6T8tqLRnbZixgQWn7ooCRyZkGragGbGBxCUy8Xzs7EYEIwrfLWpw5k5mSOmuWuL5LJE8y9+6JWzs741Yv7duL2wMHTO5S++uvnEwUC8UtRr4rUv3yAU2ahmPRxwDzxS4QgtdVv6vseXUP63zWsefVPYT7hePT2IdyJcvxTZ9vCB0VSpPKTbiZeJNhwcN4IWkZ4eXSd5CXioyhoQVetVtpAETAoQAG/TyIszfP4lrGlW1DtinKuDC9f7heRkNorSwP6vy380vwmjtX9P0hIdY75t27uEbeV7Spq2t96xyzmCDFLhDhjW5umSGeOVGpxGqEp/KqiAWFNQzqzUWpKaPS7QodWQbjSg3bf/D+gX/H/ctan7VMeW4K3ep0y21KWQg5HXuaNtEfsc81GRe1E9trTGXqp3sYEBLL1fdi9XbeQOEQjHWRXVWrGtykQ80OnBhzgh51evAo9REjt47kjV/e4FGKedEenr3H4fZAnSvaTYdKK7zRPHtbXoHNKDqDbVnWXgIiykSrFaHzdfULsbO8ZtGnQR+SUpPov6E/txL1V3fVy507whRYqxWpWzn9RHSRXTqxy0ikjlUGnA8fCvHi/ffF5Kl8eWL2KvNkysuK5/bLvzEoeR0aOxgWVZHpf2l44dh9AKqWrMRfr/yV/bqo4803RZXIa9dglWmBfe/Vvaw+tRoVKr7u/XVGpG+xjKI2MjnLqAZsSMBU8n67dxe3f/6Zt3bqiIuDAQNEFEvPnsLHVSJ50tGZ05cvnxnxq4/nnhO3Bw8a39/Fi1wbM5j7pcBeq6LJWzOt004FnLt1jsSURJwdnWlUyTKjeFPZOh1rduTEmBPM7jKbEuoS/H7zAE+Nh3nPQcr5fy2PBioEmUpKAxum/DGFnZd34mjnyC9DfsHNRVnUnuIAi6zztXyKasugVi3hZwrCN/KRmRHlWbl6VcxB3d3x/PkIbnG5M210qLTgHgeeE0x7nj1JSLELsqVv5RK8dP8PCMjXCaUmTUPI1RDWn1lPyNUQxSu1xkwRbYVnTU/cXNwMRpOpUOHu4o5nzcIvFgJi5f3MGRE18957onNOH4y7miiYp8OjnIft2mcjNodt5rnlzxERF0G9CvU4NOYoL745N0NMMdp5FwbB2EhkV1YqO1Xmt2G/8bHXx6hQsfzEctotb8eFO8o97tQOjgQ2mQzoSe/UVbtsMtlwyqhEYi3S0jJTGI34Zdmp7FjTfw31K9TnWtw1BgYN1FscIxdaLbzxhjBZb9QIFi7MvY0usisx0TZpFI8fC/PvWbNEikD58iKaZs4cOHQINBpcUbYSYemK585LOxmwcQApaSl0cO/A3kYl6T4Slqf7MCfdv829HUGoVXqGVaVKZXqwmIjuStYkM+5XIZKPbjWatm5tM54rllHURiZdZlcD1odO7Dp0CBISzGiYHrRa8Ru7eFH0Z2vXGp/YSyRPCqYqMerIKnalpenfJj4evL05UUb8Xp+q2ixfq9DqUhhbV29tPKUuj2n6jmpHPuj0AafHnsbLw4tHDjDteWgzKJ6j/+6yrPGFYOHZ3MCG5LRkrsWZ9sA1d/+55mv5YaeSlWnTMj1U9Y2bTHHyJAwbJnx9Fy+Ghw9Rt2hJ4K1Wemf6GXOPEt5PhDm9OcheWkch8sIJDgvGI9CDLqu6MDR4KF1WdcEj0MMsL478TGNU26kJ7BVotB0Z/iWFCa1WTOB27hTpOSNGCCPBMmWgeXNxkfniC1EqOR3PCIyr6kVN2ENEA87eOxufjT4kpiTSvU53Dr9xmMaVGyvfSWEQjBVEdulQ26mZ0XkGf4z4gypOVTgde5pW37Vi478bFR/OZ9RcgmpNpUZi9vfklqgmqNbU3NUuJRJbEBoq/OCcnUXEiRHKlSzHlsFbKONYhpCrIUzdpSCl77vvYMsWYay+bp0wIc5J1jRGa6RRpKSIydCnnwqxolw5Ibp/9JF4XXKy6JtHjBBCX3g4nkdvGr0269j2lL3ZaX67r+ym30/9SNYk065GOw5cP0BkQlS2beJLgO/tpQQPbyUi2HIyZoyI7rp6VUTiGWDRwUWcu3WOyqUr81m3z7I9VyyjqI1MupQuLhl9vx4ewiw7NVUYB+eFgAARlejgIMaFlSrlbX9FiXz035MUQZSKXU8/LdK77t4V/qU5SUuDV15Bcz6MLU+LxcJqKSXQpChL/7YGh6OEv5/RFEYrpuk3qNiAv175ix/ivKjwEE5Vg3abXsTvNz8SHpsp0BeChWddAITS2AsVKrPS700GWOiimyIM7MCWdipZcXIS6YwgFrn0jQtyotWKqPXnnxdVS9etE9faHj1EQaDjx+m/+ij108rleqlbvIVFeJ4ApNiVlULghZNX89mCSGOETFNGuxyr2rn8SwqKhw+FIeby5SKqoGtXYVxbowa88IJQ4NeuhdOnxUTLxUX4A4wdK8yJ01FrIXCnuJ/bsF1QKIU9AyQmJzIoaBAzQ0SIuF9bP34b9puoDmMuBS0YK4zsykq3Ot04MeYEnWp14kHyAwYFDWLirxN5nPrY9IsRgtfVOQ/Z8/Qi1lWbwJ6nFxE+56EUuiT5h870fPDgzHRCIzSp3CTDsD7gcABrTq1Bk5JMyJYA1n87kZAtAZkTi7CwzOvfZ5+JwZc+sqYxWpJGodGIcvVz54rrcfnyIgLggw9E+llSkvhdDx4M334rJknXrgnRaNQo8PBAXbIUgSW8AQPRlumPLTwSSP8N/RVPIvZe3ctL61/iseYxfRv05Xr8df2eWToT/Kon0DRtAitXZo9uK1UqM63h009FP5ODiPsRfLzvYwDmPz+f8qXKZ3u+RdUWONgZrihYFBdbjE3OdItLhiZNit+vNVIZ9+/P/P4WLYJnzffyKbLkp/+epGiiVOxydIQ2bcR9fb5dH39M8IWtePjDqsaiH/r93lE8ppcmeMU067XXCLrIrrY12urfwAZp+iqVilGNhxL2FQw7DWmksfjIYposbcIv//2ifEfGFp512HjhWW2nZlSLUUa9jbNibvq90QALXXTTTiMV4vPTf3vwYOjQQcxBp04Vn/3EieI2a4R3air89BO0apUpbKnVwqrkn3+EJ2v37qBS8ceVP7iovk9JdUk2lRrFuvjn2eM0Xsw9pNClF5VWa8UyAQVEcSn9q0nT4BHoYdCTI1s5cwNiyl/hf9FtdTeeqvwUZ8eZX20uL6Rp03Cc7YhGq+HLXl/StGpTPGt6KhZ+NCnJhO5YSkzsZVyr1sWz9zjz08DS0oRgefq0+DtzRtxevKg/rcbODho2FFWbmjfP/KtZM7Oj0GjEwC4qKmMfwY3Br1e6n0g67i5uBBSh0u/X4q7R76d+nLhxAgc7B77u/TWvP/N63nes0Yjoi/wu+fvii6LK4fLlRtO59JGalsrMPTP57G8RSdG6ems2+m6kdvnatmhpsaKoX3+LdPvj48Vv7OFDMXHQmf8qYOaemczeNxsH7Cn/MI2bpTNTStweqAls6IfPkj9FFcLnnxe/LUMpW99+Kwy7a9US1UW/Ml0am++/F+LYX3+JiJu4uOzPV6ggJtW6v8aNDQ/esxD8v374Pd6a/docJ0L7k4cNZuSWkTzWPKZ51eZsG7KNmmVrGtzX/mv76bm2J4kpibxY/0X82vrRc21Pk23YsxK8rgK9e4vPRrcA8PChiDKKjdV7ner3Uz+2/reVTrU6EfJqSLZFq9S0VPqu78vOS2K1RVfKXoe+ku5FBt3kEXL10+ufgqG+5Jo4mfV+f/5ZVMdq1kyMB8zl5k0h9EZHi8nHjz8qOheLBbrvJuf4Sff+87iQVaSvvxT99luNBQuEN9GwYWLh2BjvvSeyJt54Q/QDOrZsIXh6f3wHkquqrk7EsHXUfGJyImU/L4tGqyFyUmSuqooZ8wFD0csqlRDvw8PNH/cePw6tWwOwa6oPb9U4Qfj9cAAGNB7A4hcWU925urJ9BQcLO4Gc7WzUCM6etemYPD7hNs0W1eea9j5lHsMDhRmo63zWMaTZEMXHCQ4L5tXNr/IgJTME2P2BmoAdGnzC9LwgL99NXsjyvWZDrRbCV9264vdz9ap4vHRp8duYNEmca1nQarV0WtmJv6/9jX9bfxb1WmTz5hdmlF5/rVAaTKJJ0xB6LZSYhBhcnV3NEniy8seVPxSbz3p5eOnfpoAiuwDuPbqHRivCUN9s9aZZOfbBK6bhd24hkWXSw1hvgNv+KQQ2mWy4Y7t/P1PMynr7wEDuQ+XKIoQ6q7DVuLFYcTeGbqXE11dcLLVafMLA+7ww0I1xBtcpH+E5/P0iE9G1/9p+fDb6cDPxJpVLVyZ4UDAda1qp0o3OPD2/sSCyS4e9nT1zus2hg3sHRmwewbHoYzzz3TOs6reKlxq+ZOWGSiRWYuNGIaA0agTt2pn10lles9hx5Ef+SbrCzRyXwCgnDb6RCwlKBp9KlUSUkiGha9o0mD9f3I+IUCZ02dkJ0/asuLgIg/2uXYW41ayZRX5IPp9twTvpEaFLphITcxFX1/p4vjsvw8PCo5wH/X7qx+nY0zz7/bNsGbyFdm65P7tDkYd44ccXSExJpEedHmwauInNYZsVtSHmjUHw8WbYsQOaNhWruK+8IgaxU6eKSeGnn4o0TAcRqbXtv21s/W8r9nb2LH1xabY+XKvVMnb7WHZe2kkp+1LM6jyLL49+mW284ObiRkCvgKIndEFmVHDOyVnFilwrfxdUWtRaFZosIXtmvd8uXcTtmTNw44ZIJ1WKRiMEruhoMV747rsnR+gy5b+nUolIeW9vWSTlSSerQb0p9FVk/PdfNK8Mx++N3EIXiMhZlRb8zy3EO+UTm/mh/hPzDxqthhrONXILXWBemr654+CmTUWfl5bG88fvc/bTs3y892PmH5jPprBN/HHlDz7v9jljWo/JlUWTCx8f8bvULTyD6HPPnxfCyjQbRclNm8a08/O51kpLnbtw4hv4oZWKST1Nx9WYm37v09iHLee3sOb0GoY0HcLoVqPxPH4L9YJB4vzRd93KZ/9tADZs0P+4RiPao6NSJXj7bRg3DirqL2i2N2Ivf1/7mxLqEkztYGFl6ScQKXblkeCwYPx2+uUadAYaiPDRarXceniL87fPc/72ecJuhXH+jrh/9f5VRcc0ZsZaEAb1OmIThWdSuZLlzBa6fCPmoc2RgRPlpME3Yh5By9Pwaf9a7mitawYMDR0d4amnhJiVVdhS4OVkED2DcbUWvDTuMCsgX1Nd88oPJ37gre1vkZKWwtNVn+aXIb8YjW4oMpjh2WWI3g16c2LMCQYFDeJw1GG8f/Jm6nNT+bTrpzioDacPSSQFQlZjejMn4NrUVG7cuQqlMTyx6AXe4R1QGwr7nzZN+B2aS1qaSH309BRCRNeuInLGSoNQdclSeE1Zove5dm7tOPLmEfqu78vp2NN4rfRiZb+VDG46OGObY9HH6LW2FwnJCXTx6MKWwVsoaV9SuWfWsLeg3wwYOVKkZ44cKfoPXQTc3LnCZ23tWhg1isTkRCb+NhGAd9q/w1NVnsq2v8/+/oxlJ5Zhp7LjJ9+feKnhS7zz3DtWWWQrNOScnLm6crtVY+YE1IG0hyzfrKVW8w7ETB6Na/ma5r3fSpXE+XXihIgkHDpUebtmzhSvcXKCTZsy/emeBGw5sZcUL5SmMQK0b0+yHSx1OcflKU9Rt6wH41af40DFxGwRuTnRquB6GQ2hO5bi1c/fKs3OiS6F0aBfV0wMGlX6QncZ4SvoGaEnZc4SX6gSJUTk76VLEBZGaYfSfN79cyHkbB/NkagjjPt1HGtOr+G7vt/RtEpT4/vLufD86BG8/jrMmAG9eol5kTWZNo3dm+bx7Sviv8t/AZdkmHhIy4J2EOWSme6fFV3WkiXp9w+SRXBDp1qdRBCIBxCkzr1wolaLNMH8nqslJyszp1+8WERzmQi++HivsDl4veXryqP8JFLsygs6f62cApPOX+vLF76kVrlaQtC6fT5D1Lr76G6ejqtkwJ2fBvU6Yh8IsaFaGeWrppqUZPzOLRRCl54JF1p46/wC+oxegKO+wi01a2aKWTphq379jNVya5ARuVf/Ma4hK/G8BuobN/M3Rc8KpKalMnXXVAIOBwAiLHpVv1U4OZr2+Sn0aLV5iuzKSq1ytdg3ah/v/vEuAYcDmHdgHgeuH+An358Ul0aWSGzO+fPCxF2tFhFCZhK6YynRTgaqYZE+sSgLoSe34jVtWqbRqg6lg7islCghBpsTJgjfFitep82hZtma/D3qb4YFD2PbhW0M2TSEsFthzPKaxanYUzy/5nniHsfhWdOTbUO2UdpBmPLrjHGj4qP0LixlG7TbqcX3M3euqCK5fbtYhFm8WER2TZtG8qcfsTRmM2sfHiLC4RY1XdyZ0WlGtn3+ePpH3v/rfQAW91qcEWmqq45brMgxOftkpz/xaQ9pUboOI/6LxO70frjtLFJ0zBX2uncXYteffyoXu7ZvF8bCAMuWiciufMZamQMWYYn/nuTJxAyxa1pgHxZ+ABo7gHOQdo4pQ+GFy+mDfhPExF7OU1ONYcqcPtj+In7+2S1M3OKEl2+21DlLfaHatBFi140bogpxiRI8Xe1pDrx2gK+Pfc3//vwfByMP0vLblkx7bhofdPqAUg4KK++NGgVbt8Ivv8Dw4cLHuISVqlwmJ5OwZAFvjBH/HX8kPZWfTK9j34GG0+8t9TpOSBbem86OzpkPZl04CQ8XqYKJiSIQIr9ZulRZMQ+NxqTQtf/afvZc3YODnQPvdnzXKs0r0P4lH5Fil4Vo0jT47fTTb1Sb/tiE3ybofa0KFR7lPGhUqRGNKzWmUaVGNKrUiPoV6tNmWRtlA2kDFGQaoy6yq6qT8sia0B1LM1MX9aGCW2XA7R34Zn85fJoNyhS1mjUTVbpsiPHIPS+bHtua3Ht0j0FBg/jjyh8AfOT1ER90+sB0KHRRIS4u0+wxLxF86TiqHVnUaxEda3bktV9eY//1/bT8tiU/+vzI83Wfz/P+JZI8ozOmf/FF89Ky0lE6YYgpgxC1Pvkk+2BR6SCuTRuxityxI3TrVmgWB5xLOLN50Gbe2/0e8w/O5+N9H3M46jDHoo9xL+ke7d3as2PojmyLATpjXN+NvsoG7fb2MH06vPSSiO46flykM/buzbReahY+G4EmJQLSNb/I+9f56KMuzP1URBfsCd/DqK2jAJjSfgrjnx1v+w/GRpg7qL589zJLjy4FYN6Ab7F7RiU+x507hRfaL7+YF2XVrZuIQvzjj8wUPGOEh2eKyBMmCKPhfMbczAGro3TCnp+Gz5LCyb174taE2DXt/WeZ53A01+MaFWyvpywzxbVqXbObpxRj5vTBYcH4npuFNoc1UJSLEHKCNoLP+XRfKEurHXboICqearVw+TI0aQKIvmfCsxPwbujNxN8msvW/rcz5ew4bz23k2z7f0rV2V9P7VqmER9rBgyJD5sMP4fPPLWtnTpYuZVrXNCLKgcc9+Hx39qd9wsTn4zfYhUhtpj9nXtPv4x/HA6I/z4Zu4cTLSywMzp0r7GheymdbkssKhVkF283eNxuAkS1GWiUbp8D7l3ykmMx085/Qa6FG/bV01C1fl8FNBzOr8yx+GvATp946ReL0RK74XeHXYb+yoOcC3mz1Jp61PKnmXC2jwkTOyCyl6rdu8F2QkV1VyygXG5ROuG6VBt8e9wkufwPGjxcdST4IXXmpjFlYOH/7PM8ue5Y/rvxBaYfSBL0cxMzOM4uP0AWZK8ulSsGhQ1Yriz6gyQCOjz5Oi2otuP3wNr3W9uLDPR+iSdOgSXpEyPwJrH+nJyHzJ6BJemSVY0okJklJgVWrxH0zizHoUDphcH2A+D0tXZr9CaWDuLZt4eOPhcl9IRG6dKjt1Mx7fh7L+i5DrVLz++XfufPoDi2qtuC3Yb/lHkCTWXk4p5+L0crDTZuKCcbs2eDgwLTHO5jXVoMmRzedpoJ5DkeZ9v6z/HvzX/pv6E9KWgovN3mZL3p8Yc23nq8EhwXjEehBl1VdGBo8lC6ruuAR6GG0D53+13RS0lLoWbcn3et0F2LVzp3g7CwqZffsmbuogTE6dhRi7fXrInLCGElJwqPz/n1x/i5YoPw4VqJQjD90lTINoVKBu7vlE3tJ8UFBZFfywwcstE8XunJOUXT/1+auppuxiVYYkHv2Hpenphoi9kEsEXERqFDRqnqrbM9lC3DQl4WCSPvXqLR584VqleW4Ybld1t3LurNl8BaCBwZT3bk6l+5eotvqbnRe0Zmt57eiSTMx9q1SRfgOghCA/v7bsnbm4M9rIXyTXmRz+S9QJjn3Nj5hcPXWMPa8uod1PuvY8+oewv3C8ySs6Koqu5QwUhxi/Hjxffz1l2UFSvJCXYXCrIntjkQd4ffLv6NWqXmv43t5blah6F/ykWI0281fjPlmZWV2l9msH7CeD70+ZFDTQTSv2txoyKlFA+ksWDWyS6OBkBCxyhASYlJAsCSyS/EKja4zebw1X0QFJZF7/jv9TXcsBcxvF3+j7bK2XLp7iZpla3LgtQMMaDKgoJtlXYKDhbE1CE8CK5dFr1ehHgdfP8iYVmPQouXjfR/TYlY13D8oTZfErxjqsosuiV+J0tj/62eVY0okRtm5U3jUVakiolwswLP3ONweqI1PLOKEHwmQW9yy0iCuMOBZy5OyJTPzUm4+vJlRBUsfPo19uOp31bxBu4MDfPAByX+HsPC59McMTPgW2B/lxR9fIO5xHB3cO7C6/+oiuzhhyaD6cORhNv67ERUq5vbIkj7r6Qm7d4uFrgMHRGriXYW2EE5O8Fz6B//nn8a39fMT5d4rVhRFIPI5/aUgxh+aNA0hV0NYf2Y9IVdDxL7VahGJqA/dGLMgDJ8lhQ8FYtfSL0eI1EVD0xOV+NOSW/DS/T+gyWSbmdProroaV26cSzwxFeCgS/t/bWFnvql5k63nt3Ik6gjX466TrNGj/Bgiq4/W0dwRcDr6N+7P590+x8lBRB7vu7aPfhv6UXleZTad22T8GP36iUhjrVb8vhMSlLdPDwmPE3i93D4Axh6Froa7TtR16+Pl4cWQZkPw8vDKc8pcRmSXY+6FqQxq1sz06lq8OE/HM5tx40xfH9VqsZ0RdFFdw5sPp075OnlqUnGZ35pDvoyejh8/jqenJ507d2bgwIGkpKSwYcMG2rdvT9euXbl+/ToA586do2PHjrRv357du3eb2GvBotio1szqEmDhQDodq0V2BQcLwaBLF+FvoUBAyIjsUiJ2PXoEly/T1rkRjgp/TxkeMktsX4HCZMeWpTJmYUSr1TL/wHx6r+tN/ON4PGt6cvTNozxd7emCbpp10ZVFv3Ur++NRUeJxKwleJe1L8k2fb1jTfw2OWjVn1bdFelfWQ7qAb4mtUvCS2B5dCmOWan7monZwJLDJZMDIxGJnFuPdnKKVlQZxBc3lu5fpuqordx/dpVHFRtQrX4/ohGg6/tCRree3GnydzjPL3EH70j3zTE740uzgWvx1GlRswNbBWylpX9L8N1YIsGRQrdVqmfqH6ONfbfEqzavmMFF+9lkR2VWpkjD/79Il06/RFN26iVtj48vVqzMrLq5bJyZK+YzS8cfc/XMJuxXGo5S8LQAajbzTVczLmTLq5iaKLhSh4jwSG6JA7Lp8V1k08Av3K1IjMfv11C1RTVCtqYars1sBYymMSgMcVt/fy9gdY+m3oR9tl7WlZkBNSnxSgkpzK9Hs62Y8v+Z5Xt3yKu/tfo/AQ4FsOLuBfRH7uHjnojBbL10603fWiNgVHBbMq1teJTElMdvj95Lu4fuzL18dEVWR9YrYIFL6atUS6dqTJyt6b4Z4b/d7RGjv4XEP5v5hZEMbjAd0nl1GI7tALGCAKAqTc75gSxwdTX++kycbXVA5EXOC7Re2Y6eyY7rn9Dw3qajPby0hXzy7atSowe+//07p0qWZPn06W7ZsYeHChYSGhnL06FFmz57Nd999x/Tp01mxYgVVq1alV69edO/ePT+aZxFmGdVaQIGaz+oEhJxlW3UCgoEBzo3EGwBUfWwvUjaiow3/3b8PwKQ+kNyaTE9KBRrdpRvn8LL4zSlDacemdLv8JCk1iTHbx7D61GoA3mj5Bl/1/gpHdQGYM9qSAiiLPqTBAKYkjiDWQEEFlVZEH3onPUJdUqFpqERiDjdvwrZt4v6oUXnalc+ouQQt0+B3bmF2w914IXRlGO7qG6TqBnHGqjGaGMTlNzl9o9xd3Om6uitRCVE0qdyEkFdDsLezZ2DQQHZf2U3/Df35vPvnTH1uqtV8MC/fvSwqYJqglFbNb8N+o2Jp/SXIiwLmDKp1451tF7YRei2UkvYlmd1ltv4Xtmghos27dxdpKZ07i2it6iaqU3XvLiqR/fWX6D9y9gtnzohqmSD8bJ4vGH9GpeOK6X9NZ/pfYvJT3bk6dcrXEX/l6mTeL1+HamWqGTx/jRdaGkBQLPjY28PZs2JinF4ps6gU5zl+/Dj+/v7Y2dlRtWpVfvzxR4KDgwkICKBUqVKsWrUKd3d3zp07x+jRo9FoNMyePbtQzz8KHampmSnFRsSuuhXqQtIZk7t73tWTbZM3EOrTipirZ3F93gfPz9fbLKJLx5Fow5UYlQYu9G3QF5VKRUxCDDEPYrjx4AapaanceXSHO4/ucPbmWaOvL+NYBteRGqrdAtfUg7ju9Me1jCuuzq4Zt5VLVza4iKBj4m8T2X99P/si9hGVEJXxeDZPppUrRSXkZcvEOLlPH0XvMSt7wvew9JiwODCUvpiBlccDWq02I41Rn+VANp57Dlq3Fgsk334LH3xgtXaYRFfcZ+HC7BlSarX4THIW/8mBLqprcNPBNKjYIM/NiU6IVrRdYZzfWkq+iF3VspjnOjg4cOHCBZ566ikcHR3p0KEDU6ZMASAmJob69esDULFiRW7fvk2lSpVy7e/x48c8fvw44//x8fE2fge5MduoNp/IcxqjKQEBYMwYMeC5cSObgBXb8RxUgaoT3oMLpg/1bTsHvm2dgkoL/7tSg++qRnFbgd/seOd9HNz6OmPbjKV19dbmvT+F2DJyz5bEJMTQf0N/DkcdRq1Ss6jnIiY8O6FAChbYnAIoix66ZCqxRs7RrNGHXlOWWOWYTzpyspKDtWvF5OLZZ0V1vzzi88YCvKdoCV25yHAp9Vat9EeQzZ0Lv/+e2wdD4SAuP9FnxqpWqdFoNTSs2JA/X/mTyk6VAfh16K/47fTj62Nf8+7udzl/+zzf9PnGKgsGSid8Y0p0yHO6QkGiSdOw7b9tirbVDapT01J5d7eoMjWp3STj1W+fegr27RPRWufPQ6dOQvCqVcvwa1q3BhcXYaZ98mR2f5z4eBgwQESd9+wpRLECQum4om75utxMvElCcgLRCdFEJ0Tz97XcHjyl7EtRu3ztXEJYrbK1ePu3tw1G3qm0wofIu/Ug1LVqGf9sCynFcbG90JG+eA0Y9dIdN3ENk79wRmsop0gr+p1xE9egdnDEq8HzsP0s9KgFNhS6NGka9kbszfjttHbNPa8wGeCgFYtEm/usRe2cGWWUpk3j7qO7GeJX1tsbiTey/T8xJZEHyQ+4WBou1gJ4BIcDLXpPWrSsP7s+1+O69PGggUH4ePnApElChHnjDSH2V66s+BgPkh/wevCrALx1FLpqPWD087B8uUWijrkkpiRmfBcmI7t0i9/Dhwv/0WnT8nchbu5cUeRn6VJhCVG3rlhANNGGM7Fn2Hx+MypUvO/5fp6aoNVq2XV5V4Z4ZorCNr/NC/lajfHatWvs3r2bOXPmcCtLGKEm/UehzSKwlC1blrt37+oVuz777DM++ugj2zfYBDp/LX3VDPJSXSIv5DmN0ZSAAHD7tqhOlIPY9AyBqo/twcNNrLIa+PtbG8HETS9BGnxa8WX+98MhPowSVRdvlUZ/hJcWHNIgWa3hh5M/8MPJH2hdvTXjWo9jUNNBGeXhrYGtI/dswbHoY3j/5E10QjTlS5Zn48sbhbFvcaUAyqLHxFwEE31qxnYSqyAnK1nQasVAEiw2pteHev5CvA4ezkxZ0qFSiWMeOQLvvw+ffpq9il1wcKbQ9dZbovqgwkFcfmIoekWjFWOPKc9NoVqZLItyage+evErGldqjP/v/qw4uYLL9y6zaeAmKpXOPSZRgi6qrHzXPrBji+EoZi3YaeELvx0WHaeguZV4i+UnlvP1sa+5FndN0Wt0g+rl/yzn/O3zVCxVkXc7KCitXr++ELy6dhUTCJ3gVa+e/u3t7cXCxy+/iFRGndil1Yrf08WLwnB97VqwKziPNKXjj/8m/Iedyo67j+5y5d6V7H/3xe21uGs8Sn3EuVvnOHfrnFntyFi8edHL5tH0tqI4LrYXOm6IrA4cHOCrrwxe/68nxWKvsiOFtHRjrixPpp/mk1Pb4Fg6fUVRlzp/5YoQT0JDrR5ZqG8RpN+Gfix+YXG2OZzpAAetSPv3CslW8c9OZUel0pWoVLoSzao2M9qWhMcJQvgK2caND6cQ4wwx744nRhufKZA9uMGdR3csfr9atKhQ4b/TH++G3qg//VQsWP37r+jDg4JMV6pN573gcYQ/uE7N+zD3ooeItq1VC7780mxRxxJ0UV12KjtK2SvIpHj5ZZg6VZxDP/8Mw4ZZvU1GcXQUgpsZfBr6KQC+TXxpUrmJxYfeE76HGXtmsP/6foBc53BWzJ3fmltpuSDIN7ErPj6eESNGsGLFCjQaTbYOQp1+wbLLMri4f/8+FQyEw/7vf/9jcpYc2Pj4eNzd3W3UcuP4NPbBu6F3ofmiUzWpANx9dJeQqyHmt0WpMNC6tYgsSBevtK6u3Dz6EqSlUPXERSjvYfClkfGR+H43UlSZiirHe7N+BsDRzY1voirjW/8EaDMrnECmh8z6lJeo9sY0vj72NT+f+5lj0cd47ZfXmLxrMiOfHslbrd+iYaWGyt+vAWwWuWejDnv9mfW89strJKUm0bhSY34Z8gv1KhgY8BcXCqAsuqtrfUjcpWw7iVWQkxUgOVkMHvfvh3PnoEQJGDzYusdwEka3DBggfjO6Qeo334ho388+E8/rBK/r18VqMMC771qvhLmVMeYbBWK+9fGu6Yxq9kq2NBmVSsXEthOpX7E+A38eyL6IfbRd1pbtQ7bTuHJjs9qQa0Il5kaZ93PwTtYJXxHhSNQRlhxZwoZ/N2QYMlcoWYGUtBQeJD8wuWj0IPkBH4Z8CMDMzjOzFQwwioeH6FO7dYP//ssUvBob+I66d88Uu95NF9QCAmDTJjFZ//ln4QdmBtYe7Js7/qhYuiIVS1ekTY02ufaVoknhWtw1vULY+dvneZjy0GR7Yqo6WfxeCgvFbbG90DBtWma10pQUESk0ZUquSJ5kTTKDNw0mRZVGNU1pbqizn3dqrRC65n56JPPBOumRrSdOiN951oV4NzfhO5UHzzhDiyDRCdGZ0U9ZBC+jAQ6RTfEJ+01YDGQRu8zBuYQzziWcafD8aPAV4xq+uyLSqbMIRrsu76Ln2p4WHQP0pI+vWSPmc8HB4r6hohRZCDm4nq/+WwPA8mPVcd69TywUgEWijiVkNadXlL3i6Cg+xxkzxDV/6FDFwl5BEHYrjI3/bgTgg06WpV3+fe1vZu6ZyZ6rewDhPzy29ViaVmnKG7+I8Vte5rf6xOJsqbKFhHxZutJoNAwbNoyZM2fSoEED6tWrx7lz50hOTmb//v00T68+Ua1aNS5evEh8fLzBjgagRIkSuLi4ZPsrSCw1qrU2wWHBvP7L6wCE3w9XVN47F0qFgXnzxArO++/DqFHc79yW5LQUAKo6VzP4sqTUJPqvfIHYxFia34AVK++jcnYWE6kLF/D58R+CHntTI8f80y0egh57M+CzrXSo2YG1PmuJnBTJ590+p3a52txPuk/A4QAafdWI7qu7s+ncJlI0Kcrftx50HVvVMtkN95VWxsyFBab/WdFnNJmmTWP6n9MZGjyUpNQketfvzaE3DhV/oQsyy6Ib6qxsUBbdc8I83OJMlMaOE9tJrItustKxY8ds13xjkxV9fPbZZ5QtWzbjr6AWShQzbZowrZ00Say6ghC/Pv3UesfQaODQIXF/xgyxMuvvLwaHb78tJhUgrtPvvy/SKIcPF+lgbdrAbGVh8QWBad8ouP74FqEdaui9Fveq14uDrx+kdrnaXLl3hfbL27PrsmnBW4ehaoRAbqFLCxNTWmaf8BViHqU8YuXJlbT5vg1tl7Vlzek1JGuSaV29NSu9VxL1ThQr+60Eckeb5xxULziwgNjEWOqWr8tbrd8yryE1asDevdC0qVhI6twZTp3Sv60u4jMkBMaOFed3umDOwoXQNrc5tTGMmrvngbxW5tbhoHagboW69KjbgzGtx/BFjy/4+eWfOT76ODuGKoseLOrpLFkX26tUqZLnxfa4uLiMP12BrSeSadPEXCAtLfvjGo14fNq0jIfe2/0ex6KPUaFUBT73ER5PVSjDhIfNWFSyHw/fTch93dNFdl27ljvjJI9FiCytSGewgFhPf7HBjh25Pw9zydqf/vab6PtLl874PLvV7oabi1ueC5FleDK1bAmzZon7EyeKz9sIif+d4bWgEQCMvliW7j8dyRS68hHF5vRZGTNGLBYeOya8pQsxc/6egxYt3g29cxdqMcHhyMP0XNsTzxWe7Lm6B0e1IxPaTODy25dZ2HMhr7V8Lc/9iyWVlgsKlVarz5zJuqxfv54JEybQrJkI4Rw7dixarZbAwEBKlizJ6tWrc3mufPzxx/To0UPR/uPj4ylbtixxcXEFLnwVFIZWKHQXQ8WDI41GCDBRUfp9u1QqITCEh2eLSDp/+zyNvxLleuPei9O7a+2NG4wM6MzqUheo+BCOLrej9uCxMHNmZvURXTOSHhG6ZCoxMRdxda2P54R5Bg2/07Rp/H7pd5YeW8qOCzsyPoPqztV585k3efOZN3P9oM1h16Vd9PyxJ9Wdq/Ojz4+WrdoaMv3XCTUmqhrpU8+rO1enepnqHIs5BsC7Hd7l066fFrrwUZui+1wh+2er8HO16JD/64dvCVGlTV/0YdBjb3w+22LVYxZm8uP6Gx8fT9++ffn+++/RaDTMmzePH374AYD27dtz8OBB2rVrx6F0waZPnz6sXLlScWSXu7t74ew/dJMJQ0ydah0fjJMnxYDXxUVU1dIXbbp4cWZFo06dRPpYmTLitTkrNRYi1p9Zz9DgoSa3W7cJhpxVGbxm3Eq8Rf8N/dl/fT9qlYi8Gf/seKP71KRp8Aj0MCq26SiJPUmkMrf7XKZ2sH3F4bxw9f5Vvj76NctPLM9IqXFUOzK46WDGtxmfy+BZX//l7uKeYfdw48EN6i2uR2JKIht9N/LyUy9b1rDbt4Xf1j//QPnysGuXiELPytSpMH9+7tc2aiSiJs1Y6bfauMsItkwR0Z2fRn2IyroT7hdus3GFrfsPjUZDv3798Pf3p1u3bqSkpODp6cm+ffs4evQoq1ev5ttvv6Vfv37MmzcvIw3+QM6U7gJqf6ElOVkIMBqN4W3Uanj4kO1Xd9F3fV8Atg7eyomYE8zaO4sRzUewuv9qw69/9EgcwxAG5iNKCLkaQpdVXUxut+fVPcqKhT1+DBUrQmKiEFKy+gGag8I+X3ftgdyROcaM67OS7b2lpoqF4UOHxEL87t36U7kvXuTt6S35smki7on2nB3/Ly618m6abgl/hf9Ft9XdaFK5Cf+O+1f5C19/HX74AQYOhA0bbNfAPHDp7iUaLmlImjaNY28eo1V1ZefTPzH/MHPPTHZcFAsZ9nb2vNbiNd7v9D41y+auLGxp/2JqbKOL2rZl3wHKr7/5Etk1ZMgQ7ty5Q0hICCEhIQwaNIjBgwdz8OBB9uzZk7Gy3qRJE/7++28OHjyoWOiSWL5CoRe1OnMVP+egT/f/gIBcHUvsg1gAqjplRkFlRCIdX0nI7NcJGFST1aUuoE6DDVHPUXv/OViyJJfQBaAuWQqvKUsYsuB3vKYsMVrZzk5lxwv1X2DbkG1c8bvC/zr+jypOVYhOiOajvR9RK6AWPht82H1lN2la81dcdJVMmlZpalnknhLTf39/g4MGQ+p5dEI0x2KOYW9nz9r+a/m8++dPltAFYlIaFCRW9rNiw7LoPp9tMRp9+CQJXflBcY8MNkhysog0McbChWK7vLJf+DjQrp3hScPbb4trPwihC0R0byEWusCMYiMJ6XcMXIsrO1Xmz1f+5JWnX0Gj1TDhtwlM+HUCqWmpBvdpKqpMx1OVn2Lhi4sBWHJ0idF9FhRp2jR2Xd7FS+tfok5gHeYemMudR3eoWbYmn3X7jMhJkazqt0pvJTOD0RDpQtCskFkkpiTStkZbfJv4Wt7ISpVECmO7diLqsFu3zHMbxERSn9AFwuT+XQU+YelYddxlBFtmDujSJUFP5F26p1JBFFqyJhs3buTAgQPMnj0bLy8vgoOD8ff3p3PnznzwwQd8kF6Vbc6cOYwaNYqePXvKNEUlLF1qXOgC0GiIXDKHV7cIE3O/tn681PAljkYfBaBN9dxpt9k4fNj481mLEJmJ1SuulyiRWb11+3az2wOY1ecbi/zc6LvRaOSXChXuLu7ZPZns7UUKY+nSsGePWNzKyX//sXdwO75smgjAspfXFJjQBZmeXWZFdkHmot2mTSaj2AqKOaFzSNOm8WL9FxUJXadjT+OzwYdW37Vix8UdqFVqRrUYxYUJF/i277d6hS6wvH8xp9JyYSBfDeoltsGS8t5G0QkIfn65c+QDAvQKCLGJQuzSmfwGhwXj95sfkQlZXp++iDK/wQS6ffSl6XZYgEc5D+Z0m8Msr1kEhwXz9bGv2Rexj83nN7P5/GbqV6jPW63fYmSLkVQoZbhEclZ0Jrs1XfRfLEySh6qBpvxmACqWqsjgplb27ylK+PiIssk28EIzeMhxX+JdayuhtRAV7LyH4Tnne6OirMQydJOVhIQEZs+ezdixYzMmK7rIYMicrOgig4s8CicTLF2ad3+Mv9MruHXoYHy7kSPh449F9BcIgUCrLdS+F0qraHlGYLKCawn7Eqz0XknjSo3535//46ujX3Hx7kU2+m7U6zGldKL0dtu3GdF8BDP2zOBa3DW2nt/KgCYDzH2rNuF+0n1WnlzJ0qNLuXg3s/BGjzo9GN9mPH0a9FE0QNYNqnMSdiuMZf8sA2Bej3l5rxxcrpyI6OrbV6Q29uwpfHQ6dFA2kfzkE0VmylYfdxUQBn2IEu0IeGV9ofJdsYQhQ4YwZMiQXI8PzuF5qFtslyjk8mWTm6TawdC733PX4S7PuD7DF92/QKvVZopdejzmsmHDIkQ2qbjepw9s3iyuNx9+aHabzO3zjXlGq+3U5nsO16sn/NfGjoX33hPiXZN0U/SwMBJ7ePH6ANH3v9l4OM+3Kdh5R1bPLrNo3lxEr+3ZIxbsvvjCBq2znKv3r7LmtPBDm9HJeFXgsFthzNo7K8PbS4WKYc2HMbPTTOpXtJ13sNXFYhsjxS4LKGyVB2xy0pkpIGREdpWpmh6JNEAELWUdt6bfd2/ppbwdFqJLqRjcdDBnb57lm2PfsPrUai7evcg7u97h/b/eZ3DTwYxtPZY21dvkGmBn/Y4PR4rVJUPKuEny0GEriQyITYwt9ANqm6NW652c2ow//0StBa+r6f/fEwBS6LIJT+xkRcFkwqztjKGLfjEmdmm1olrT3bsiXePOHeHhZWcnPEYKqeCV3eybbHKXLvU4YKcwSM7AyDVbpVLxXsf3aFixIcM3D2fX5V20X96ebUO2UbdC9ig3pROlBhUbUMqhFGNajWHO33NYfGRxgYtdp2NP89WRr1h7Zm2GiblLCRdGPj2ScW3GWaUQDMB7f76HRqvBu6E3nrWs5K/o7Ay//gr9+wvh68UXhemyFcXjojbYN0bGpDliHzHjX8E1LBLPMZ+gbjawoJsmKawoiOj9uDOEOkTj7OjMBt8NlLAvwbW4a9xMvIm9nT0tqrUwvgMDHsIaFZkLjQ/As1oVzJ2B2aTieu/e4vb4cYiOFgW8zMGCPt/QIoJRM/309HG9jBkDW7fCzp3imnnwIFy4AF278v4zN7lcAdzL1GC+91fmvDObYJFnlw5/fyF2ff+9sNJxKjxFOD7/+3NS01Jp7dqa8HvhJKUm5dIZLt65yMf7PmbdmXUZGUsDnxrIrM6zzC6gYwk2EYttiBS7zKQwVh6w2UlnhoBw44EoPVwlSY3fmmFoHdFbZUqFikm/T6Jfo375JhA2rdKUJS8u4fPun/Pj6R/5+tjXnIo9xcqTK1l5ciXPuD7DuNbjGNJsCKUdSuv9jgFuJt60rAF5qBpo0wG1jSpDPhHs3p39/+XKFUgzJMUYpemBeU0jvH5d/KnVxs25V6+Gn34S223fLlJM/P0zjfILseCVMfDf8haRyZmV2NzihdDlE5bjBQqu2f0b9ye0XCgvrX+JsNthtF3Wls2DNuNZyzNjsSQqPorKpStz++Ftg9G5bs6ZE6pxbcbxxf4v2Bexj5M3TpqeDJqBkkW6FE0KwWHBfHX0q2zpB02rNGV8m/EMbz6cMo7WqxK5L2Ifv/z3C2qVms+7W7maZ+nSYtI2cKCItPj+e2WvUzDhTEpN4sB1ZZ5OOcddhW2xVIfaTo3XhWT4LVJ48b01tqCbJCnMjBsnCjsYEJD/qg2fdBL3v+v7XUbRpKNRIqqrWZVmlLQvafwYnp7CRzJLQYHgxuDXCyKzBNK6nRhJYDXz5mA2qbhetaqoanjkiBDbddWKlWLlPt9Y5JdBVCpYvhyaNROi3bhxsHEjoeXiWZw+PPjee7llApOVyYjsKmFmZBcIYbJOHbhyRaRvvmVmURQro+sXzsae5ft/RF91LOZYht+oTmdoWa0ls/fNZvWp1Wi04rfXr1E/PvL6yGwT+7xgE7HYhuSLZ1dxobBWHtCddGblZ1uZ2NtXAXi0aQORJZL0Cl1QsHm8ZRzLMKb1GE6MOcGB1w4wvPlwHNWO/BPzD29se4PqC6rTZ10fg5WzlhxdYtl3nIeqgTYTMvNYGfKJRqvNLnY5Owu/A4nEmowbp98gNitqtdguL+iiup5+Wkxy9XHxIoxPN2P/+GPhieTnB4sWicc+/VRUcbR9vRuL8Wnsw9UpkezZUYl1m2DPSggP0CN0ubkpruD6jOszHHnzCK1cW3Hn0R26re7GhF8nZFTnG755OLce3jKahh74QmDG5KOGS40Mz6rAw4EWvEv9mKoYGJ0QzayQWdQKqMXgTYMJvRaKWqXm5SYvE/JqCKffOs1brd+yqtCl1WqZ+ocw4n/zmTdpVKmR1fadQcmSwpLh5ZeVn5tGJpJJqUksObKEuovrsuToEqO70TfuslXlRquh8zN74w25gCMxjqMjTJ6s96mbTjDMRxTweaPlG9lsNhT7dYHo30aPzvhvcGPwHQiROXSWqATL5mDWqniajT59xK0lvl3jxplecDazz7fIk6l6dfj6a3F/2TIePopnVD/xfb7+X2l6nk5UfHxbovPsMjuNEcTn+Pbb4n5gYN4raOaBrP3CxJ0T9XpLR8VHMWDjAOp9WY8VJ1eg0WroXb83x948xuZBm/NV6AITfo+WisU2RIpdCskvM1JLKNCTLjERPv6Y2O2iooWdwuuFqUikDHP7M+sJuRpi1c9VpVLR3r09a/qvIXJSJF90/4La5WoT9ziOHRd3GJyYqFBZ9h1nNf3P3Rhxq8f0H2wkZOoqGFq5lPMTw7//QmysMCQFUfVLIrE2qanCcNsYkycr8hcyiqkUxuRkGDJEXOu9vLKbePv7Zxe8Zs4s1IKX2sERr/e+ZchZFV4RquypizoqVRKfvUKqO1dn36h9+DbxJSUtha+OfqXIlB6gU61OuSZUfm2Fee66M+ssjybOgrFFugEbB9Dhhw7UCqjFR3s/IuZBDNXKVGNmp5lE+Eew8eWNdPbonHcfLT38fO5njkQdwcnBiQ+9LPC3UYqjI6xbJ85hUxiYSD5OfczXR7+m3uJ6TPxtItEJ0bi7uDPmmTGo0v9lRd+4q7AulmZw8qRYxFGrMw2cJRJjfPBBrnFrmgpe6Q83nEXhjcAXso99Fft16Uj/3WpUIqJLC7kW0/MyBzNVPMNsdGLXH39AUpLRTXPNc+zVBgXEDKzR5yshi3H7+13hcgVwi4MFmx8WmnlCntIYAUaNEovV58+L76sAMNQv5ER3jqdp0+hRpwcHXz/I9qHbFVdptAWGxOJqZapZpRKxNZFil0IKe+UBm6xQGEOjEaVb69eHDz8ktpToYDxeVha2aywSKT9XPys7VWZah2lcevsSX3Q3blKYp+9YZ/qfU9AyUTXQ6kJmHitD6t2lDYXJQokuqqtpU3ErxS6JtdFqRXTFzZtQqlTuCC+1OqMEeZ4xJXZ98IFIZ6hQQYT757yGZRW8Pvmk0AteBiu4VqkiJhEnT4pIIDOqXJZ2KM06n3WKVph71e1FB3fxWfdr2C/X8+3c2tGmehuSNcl8e+xbxW3Qh5JFugPXD5CalkrHmh1ZP2A9Ef4RfNTlo1xjCWug6yvWnFrDpJ2TAJjWYVpGYRubYW8Pa9dCrVrGt+vTJ9tEUvcd1P+yPuN+HUdUQhRuLm4sfXEpFyde5Ju+3ygadxXmxdIMFiwQty+/LKK8JRJTBAeLsWKDBqK4w4QJzP+sD7/Xg1L2pdjgu4HSDqUzNk/TpnEs+hgArau3VnaM9EjL0FrpqYs2yBqxasXTFi1E3/LwoVjkXr8eQkJyjakNznNGtRN9e85+1pp9vikOHRKVa4G/a0JgO/Hwd9ugrE6/M3OeYAssNqjX4eICr70m7hsKSLAhSgqQ6WO653TaubWzUavMI6tYXLe8+K1+3v1zvBt6F6p5ocy9UUhRMCO1KD/bEnbtErn6Z86I/9euTWytBEi9TZfOI3G7vdPiPF6dyp3ztbrVT1upxXYqO9xd3BVta/F33Lt3Zufw9dfQqJEinyyLjSb1kYfKkPoojB52NkcndjVqJEQAKXZJrM38+WKQbG8vjGLbtRPG2Zcvi8H/uHGWr+5m9eorWxZOnRKPd+iQ20/oQhLqefPE88uXC3FeH/7+4toxebIQvECkOxZSDy+DBVj27hXX6W3bYPBg2LABHBwU7XL/9f0ZK83GmNphKqO2jgJEGmROVCoVfm39GL55OEuPLeXdju/iqLbsu1ZS4ATg+77f88YzZvrLmIm+vsJOZZcxQLY5Wq3pydk//4BGQwpprDy5kk9DPyUiLgIQEXzTO07njWfeoIR9iYyXKBl3FfrKjdevCz8+gHfeyf/jS4omP/4obl95BSZN4lDkId5fIcb2i19YzFNVnsq2+cU7F4l/HE9J+5I8VfmpnHvTT9myULEiMWXuKNq8wAtCqFTw1FMiU+K99zIfd3MTgoqPj+l5zqggfD55aL0+3xwOH4bu3UGr5aEDvOYt0hdHnYAXLqVvY+Y8wVbkObILYOJEWLwYfvtNRHg1skE6vQGU9s85KfBzPAc6sbhfo34sOLiAtafX8v5f7xeqeaEUuxRSVCoPGKrMYRXOnBErC7//Lv5frhzMmIF23Dhi55cDxIDQUtNHU6ufujRC74beNknJtPl3HB4ubsuUERVPzJgIWk3ItGIp54ISJguUlBSxSgdQM706pxS7JNbk998zB8mBgdAp3eVXQYU4kwQHi8jOnIJ35coEJxzBLzCHcP3AjsDG4NP5LejXz/i+J4lInSIjeOkrwNK1K2zZAi+9JErIjxghIoIUePIpHYBeunuJa3EiRcSQAf3LT73M1D+mEvMghp///ZlhzYcp2relbXJysG0lKkN9RZo2jRGbR1DKoZTt+wpTCz1AStR1Vm98j09uBnH1/lVApGT8r+P/GN1qtEFDbVPjrkK/WLp4sUjd9fKC1gojbiRPNtHR8Ndf4v7Qodx7dI/BQYNJTUtlcNPBvN7y9Vwv0aUwtqzWEge1skUEAGrXxvW2MrGroOdgBAeLgICcpNuEaH7egN+1yabnOX7eqK3R55vDgQPQq5ewLABmdIGLFaF6PCz8Xc/2SucTNiJPBvU66taFvn3hl1/gyy/hq/yrMmnp9b7Az3EDeNb0ZMHBBfxxJXdKaEHPC2Uao0JMeScBVHWqWmgqD5hNcrLwjZo4UdxmTeGIjhYpNS1aiImYg4OY0Fy+DJMnE89jHmseA1C1TFWLUyoLOlXU5kb/uipPdetaNAG0Sqh1HipDZqVIpGXYgsOHxUCgcmWRXgZS7JJYj0uXRERRWpq45o61YkU0Q159QHClW/huHJDbT8gpDd+BEDymk7JjTJok0llACF4ffli4Uxr10bMnbNok+rkNG0Sag4J0DaUD0PgkMUCvV6EeZUuW1buNo9qRsa3Fd7/4yGKFDbe8TbYcPCtJ1ciXvsLIxCzVDla2gEYT4I0L87l6/ypVnaqyqOcirrx9hbfbvm26cpwRCsP3YJC4OPg2PV12ypT8P76kaPLTT6Kfeu45tB4evP7L60TERVC3fF2+7fOtXp8/XSVGReb0WalShXOVwFi2V34U4jKJziZEH+n9YOgX4wunJc7ff4u+LyEBnn6aA+6wqL146vttUE6f/ZjS+YSN0BnU57kypE5UXLkS7t3L277MwNzrfaE4x43Q3q29wecKel4oxS6FGPNO0nHv0b2CNxm1hGnTRJnuSZNgyRJxW7q0uAB8+KHw5Vq+XHRsAwdCWJjwd6hQAYDYxFhAVDvU5edbYvpo8eqnRiOibQzkxitFyXecJ6N/ndhVr55lr7cGeagMmZWCFiYLDF0KY7duYpIAUuySWIeEBJFad/8+tG8vrsXWiooy4tWXYfyrz8ZPBahU+O95V/kAZdKkTP+f2bOLpuDVpw9s3CgiutasERXBTFRrUrpYkqoV5vctq7U0ur8xrcfgqHbkSNQRDkUesuhtFIZKzYWmr9AzMUu1g9VPQ+PxMKofXKkAlR3KseD5BVzxu4J/O39KOZTK86E9a3oa9SUr0EnMsmXi2tO4MbzwQv4fX1I00aUwDh/O0qNL2Xx+Mw52Dvzk+5NB8cFsc3pE1dZPa0cyvg8Zfl2FtvqbApuQmEe3FO0qX6M89+0TEV0PHkDXrjz663dGDbBHq4KRJ+DFizm2VzhPsDV59uzS4eUFzZsLn7Vly/LeMIUoCaLRUWjOcSOcu33O6PMFOS+UYpcZGIpYquFcgxbVWpCclszAoIF8FPKR3tKhhZJp02DevNwCkUYjUmg+/lhcAJ57ToS4btiQqzR37AMhdlV1qprtcXMjkSxa/QwOFmaqXbrA0KHi1sPD4kohhr7jciXL5T388lJ6wruR0uY2Jw+VIbNS6NMybIVO7OrePXMFKF30lUgsJi1N+J6cOyfKfm/alFnt0xoYGYTbxPh38uSiL3j16yeq+NnZiWIs48cbfQ9ZF0tyknWgevLGSUC/X1dWqjhVYUhTUYks8LBl5rmFoTx4oekrsiz0aFSwtjk0GQ+v9odLFaFSIsw9UpbwSRFMbj85m7F2XlHbqQ16ghboJCYlRfT3ILy6chbCkEj0ERYm/O3s7Tnp1YjJu0QFwbk95ho0nk/RpHDixglAeWRXmjaNSb9P4oPKpwGYcaQUQS/nYyEuc1GQ1uf6QNmu8i3Kc88eeOEFNA8TCRnQivVzRzDyz7e5UC5VpC/mzMg0Y55ga3SeXXlKYwTxnnQReUuWmFWNOS8oCbDQUWjOcT3ceHCD4LBg5h+Yr2j7gpgXSs8uMzHknQQw7Y9pLDy0kFl7Z3H21llWeq/EydG2Xhh5Ijk5M+UEscIfWgtiyogLsmcEojT7+vUwaJDBKIMbD24A5Lmikk7lVmxur0vLyTkBSc+NN1bl0BhZv+M3fnmDy/cu832f7/N+kcmaxliQ+PiISD1dFRIdbm6iA1PwmRXqtAxbER8vqtSAELt27BD3ZWSXJK/Mni28ohwdxXXN2ukBRgbhMWUU7sLcAYquhPo774j3p1LBrFmF18NLH7qqjCNGwDffiO8nIMDge/Bp7MOI5iNYfXp1tsezFhN5b7fwYzMldgH4tfVj1alVBJ0LYn6P+RZVSLRqgRMLqOJURdF2Nu8r1Go0AQvZ8NFAPu4M/1USD1d8CFMPwPgjUGb9D1AqjykxethxYQdHo49ip7KjcunKGdHwkH/fg142bhQieNWqMMwyXzhJ/pOrkIgtClEZIz2q68GL3Rn051ska5Lp26Avfm0NpPAB/976l6TUJFxKuFC/Yn2Th0jRpPDaL6+x9vRaAAJ/g7fDHKDJAPo16lew798QCvptzwhwc6xMVPJtg6nd+RbluXs3vPQSwR6P8OtXgsgSx2H7qIynvVyasfPpK7jeSMycD5oxT7A1usiuPKcxggiWePdduHZNjMV8ffO+TwUY65/ffOZN6leoX6jO8dS0VM7EnuHA9QMcjDzIgesHCL8fbtY+CmJeKMUuCzBkRrqg5wKeqvIUb21/i6BzQVy+e5mtg7fiXlZZlb98Z+nSjIiu4MYilSUyi4WIWxwE7gSfGzcMDu41aRr+vvY3ICoradI0Fv8gdSq3PnN7HRmrn0bSctBqRXv9/UVakAWrD7rv+GHKQwBql69t9j5yUVjELoBK6SP9WrXgs88yq5Ep/KzMFiaLOhqNMK7UaETkjZtbZmSXFLskeWHrViECgRBU2ra1/jEMDMI1KohVKHYZG6AYnHxNniyux1OmoJn9MaE3DhHzTH1cq9bDs/c41A75UF0qrwwbJiJgRo0SRt4ODiIaWk+fuPHfjRlC1/g24+ng3iHb5xH/OJ6Ld0VOiKk0RoCWri3xrOlJ6LVQlh5dyqfdPrXoLeRbpeYcBIcF4/eb4Qkw5E9fkaZN4+d/f+ajGx8RNkA8Vv4RTDkAEw+Dc1V3WB9gkwlcUmoSb+98G4DJ7SbzeffPC8dEXasVVV9BeLWWtNyTTJJ/FHgFbK02Q+wa55XIhTsXcHNxY4X3Cr0+XTp0fl2tq7fGTmU8gvBhykMG/jyQHRd3YG9nz8przzDs8BGwewApKagdHAqmaqkpdNGjUVH65yYqFWo3NwJfWohv0ECD85zudbrb/prw++/Qrx/BtZPwHQha1ePsz2thneoM63qJ/7olqAh0HojPBz8WeEQXiPRWnWdXntMYQVz/3noLzaefELp0KjF39uJatW6+jFMKqn9Wwt1HdzkUeShD3DoceZjElMRs26hQ0axqM9rVaMeGfzcQ9zhO774Kcl4oxS4r81rL12hQsQH9N/TnxI0TtPm+DVsGb6GdW7uCblpu0sWX4MaIi12Op6NcxONB13fhg3+ul+fsdEOvheIR6JGnTteQyg3Qq16vzP0qyI3Pa2ncx6mPiXkgohlqlq1p0T4y0GgyqzEWBrFLF6HUrRsMGWL2y40Jk0Uht9wsclawi44WqbK6Dl+KXRJLOXcOhg8X9ydOFIKKLdAzCNe3wKEPUwMUk5Ovd94h+PJ2/EqGEFl2F9zYBTfAbf8UAptMxmfUXKu9TZsxcqSI8BozRqRnlighDPizTO5CI0IZsXkEICKyAnoF5NqNLoXR3cWdyk6VFR3ar60foddC+fb4t3zQ6QOLPaRsWqlZD4YqMGbF1n1FmjaNTec28dHej/j31r+AsCR4p+0k3k5thcvT8fCxeQs95jJ3/1yu3LtCdefqzOw8M9+/B4P89RecPCn8Wd96q6BbI1FAoaiAfeAAXL3KqrYlWBMfip3KjnU+66hYuqLRl2X4dZlIYbyfdJ8+6/qw//p+StmXImhgEC++lZ4Sn5YmxvV16mS+QKMR4/yYGLMXba2OzibE11f0DfoEr4AAfJ7yIcgu9zynfMny3Eu6x7oz63in/Ts8VeUp27Tzt9+gf380yY/x618SrUqP+3wO3TKqjBZf7QaCVte0eZ+tJHIx/nF8xu/g5I2TVHGqkuc+JLjKHfz8IbLsVbixJF/HKYWhX0jTpvHf7f84cP1AhrgVdjss13YuJVxo79ae59yf4zn353i2xrMZ0XU96/VkwMYBuV5T0PNCKXbZgI41O3L0zaO8tP4lztw8g9dKL77v+z0jnh5R0E3LTt26mebEkOviplWBSgv+ZQ/inSNiy5adbk6VOzohmil/TCHkagi3Em+JScLevcp2lofSuFEJUQCUtC9JpdKVLN6P2FmUmCw5OAhjx4JGJ3a1s1yELej0mHzBWKqs7jEpdkks4d49EXn64IHwGtR5XNmCrINwDC9woCVbP2BqgKKkH+DQIXyrhOReTHHS4Bsxj6AVFA3Ba/RocQ2fOBHmzEHj6EDoq17EJMSQkpaC329+JGuS6d+oPwue1/9d/hPzD6AshVGHdyNvapatybW4a6w7s47Xn3kdMDIhKASTPyUVGEH4nQa+YP2IlDRtGpvDNvPR3o84c/MMAGVLlGVy+8n4tfUzWAXT2ly5d4XP/v4MgIXPL8y7t4w10UV1vfYaVDQuVEgKHlMVsFWo8N/pj3dDb9tOJn/8kfOVYFxPkRXykddHeNYyHamhROyKSYih14+9OB17mnIly7F9yHY61OwAkZMyN1q2DJ5/XlzXtm7NvhAJYlEnMLDg0ux8fISFSs52AUyYkNEufdE8Hd074r3Bm18v/srwzcM5/MZhHNV5jCrK2R/ExYlCY8nJhA7vQKTjfkW7yZgPnluId8onNot2UhK5GBwWzIRfJ2Q8/+K6F/Mc3Ri8Yhq+d75GmyMjssiNU8zgQfIDjkQdyRC3DkUe4l5S7mqUDSo2EMKWmxC3GldubDA606exT0Y0elYKel6o0mqLmmtsbuLj4ylbtixxcXG4uFjfb8FSHiQ/YHjwcLb+txWAdzu8y5xuc0yG8OYbycmENC5Fl1dMm+nveXVPhuqsSdPgEehhsMKSLhIg3C88e6dr4SBcq9XSdllbjkYfZUa91/n4x2ixMqGEPXssjuwKuRpCl1VdaFCxAf9N+M+ifWRrR9euorLlhQt521de0WigXDkxyT59Gpo1y9vu0jRM/3M6cw/MpZVrKw6/cbh4RHRpNCKCy1gEIQiz1kaN8qVJhZHCev1VSoG0X6MRFf927hSpxEePQmVlkT55Yto0NAvn4/G2lkgXDJrS63B3cTc4QFHSD9Rwrg4xMUQ6pek9lkoLbg/sCG+xErWbe8Guyitl0SKCv5+sNyquQcUGnBhzwqC5+SubX2HN6TV85PURMzvPVHzIefvnMW33NJpXbc7JMSfZfH6z/glBuSH4zFxf4JM/Xd9pit0jdtOtTjerHVer1bLl/BY+2vsRp2JPAWIV2r+tP5PaT6JcyXJWO5YSXlr/EtsubKNr7a7sHrHbaJpXvnL2rOj37ezEeKQAo81l/6EMpb+prGN1q5OczCN3V9r53OV0Nehauyu7hu8yOd57lPII58+c0Wg1RPhH6M2UuHz3Ms+vfZ4r965QrUw1fh/+O82rNheLiiVKiFTyrFSsCHfu5D6Y7jdmoWev1dBoxKJ8//7C7xXEwui5c1DNsL/xjQc3aLq0KXce3eG9Du/xWffPLG9DzqyErAwYwPoPvBm69RWzd7vn6UV49fO3vF0GMLR4plt0CxoYBGByG3MFFU1KMh7TSxPppDE8TklUEz7nYdGwXtCDVqsl/H44B68Ln60DkQc4HXs6VzG9UvaleLbGsxlRW+3c2pkd7PHNsW8Yu2Ms9crXo1e9XtStUJdxrcfhaG/9z07p9VdGdtmQMo5lCB4UzIy/ZjDn7zl8sf8Lzt06x48+PxaOFT5HR2IGvghsN7lpVnNic0qJZ3S6+i66WQfhRoQwlUrFezUGMSD6KF+eWc7UP8HZzg5KlRKVIg3kxuPmlqfSuNfirgFWSGGEwuXXde6cELrKlIEmTfK8O7Wdmhfrv8jcA3O5n3S/eAhdYDpVVsd//z3RYpfEAt5/XwhdpUoJM9T8ELqCg2H+fEJraU2mLgIsqjueiUMDDf6elfQDkQlRYMQTTKuC685phM54Ba+rFPyqvAKCe9XCN15/t3PxzkV2XtppcLBtSWQXwBvPvMGsvbM4HXua2ftmMytklp5oukh84+YR5AzZjp7Hgi2WoLSYwc3Em2bt11A0m1arZduFbcwKmZVR8c3Z0Rm/tn5Mbj+Z8qXyP/p223/b2HZhG/Z29ix5YUnhEbogM4rUx6dwjEkkJikUVU1//5132gihq3Lpyqztv1bReO/kjZNotBqqOFXRW5X01I1T9Fzbk9jEWOqUr8MfI/6gTvn0VMVVq3ILXaBf6AKrePZaBbVaLHAPGAArVog+/tYtEd0VFGTwZdXKVOO7vt8xYOMAvtj/Bb0b9KZjzY7mH99QVoKOgQNxLaeseEhOPrmwjAvHS/OM6zM0rdKUkvaW+f1lvZ5XcarC27+9bTRyUef/aO3oxtAdS4ksozH4vFYF18to+OTH0bzu8wluLm6K950X8lKIIik1iePRxzNM5A9cP5CtMIqOWmVr0d69fUbUVvOqzXFQO+Sp3UmpIi320r1LLDm6BIAFBxfkn6+gHqTYZWPsVHZ82u1TnqryFK9tfY1tF7bx3A/P8cvgX6xjep5HIvt0gt2mxa6s5sRmd7qmqiZOmSIqPuoTwho0gFmz6Be8iYbjRQWl78a04p23fxJRSfpy461UGjdD7HKxothVr17e95VXdCmMzz5rtYGA7ly+FnctT0UKChVKU2ATEmzbDknx4qef4IsvxP0VK6BFC6sfIusgqZRDKZzUpfj3u9c4/ZKWEA9l+7hzN8rgc49TH/NP9D/WaSxZKkIWgDBjDpmpRBiMijM02H6Y8jDD/8Jcsat8qfKMaD6Cb49/y2d/f2ZgsC+a5N8LvM+nV86CApn82aJar6H0lhHNR7Dr8i6OxxwHxCLj28++zeT2k036CNmKRymP8NspJmaT202mceXGBdIOvURHZxiMM2VKwbZFopjCUAF70y+f83V6FuKa/msUHytrCmNO0Tc0IpS+6/sS9ziOp6s+zc7hOzMru2s0okKeuVjBs9cYmpRkQncsJSb2smkT8759RT9fsqS49m7aJP4G5PY10uHT2IeRLUay8uRKRmwewam3TplXcdBYAS8Q/cGUKXhevmS00JQh/nz0L39uHwOAWqWmSeUmPOP6DC2rtaSla0taVGthsr36rufGEItnxrfVG2ihgJjYy4q2mxWxilmLVlHduTrt3NrRtkZb2tZoS+vqrXFydFJ8PCWYW4giOiFa+GxdP8iByAMcjz5OSlp2kdjBzoFW1Vtl+G21d2tvUYVnU+2e/PvkXI/nq6+gHqTYlU8MbTaUehXq4f2TN2dvnqXN920IHhRMp1qdCqQ9Wq2WxYcX8+7u9I4kh1eLDn3mxGZ1uqaqJoKobJWTqKhsnYGdSsW0lDa8zhEWesQwwcOdEvXq6c+Nt1JpXKtGdl26JG4LwyqqFfy6clLDuQYOdg6kpKUQlRBlnc+soFFQRhoQ55tEooSTJ4VHDohB/KBBVtv149THnL99nuUnlrPi5AoeJD/IvkF78/b3yb0tfLvAlUFPDaJi6YpcuXeF8PvhhN8LJzoh2qzBsSlcdU0tLKvyBrAoqjmdM7FnSNOmUcWpCq5lzJ+Qvt32bb49/m3Gqqne46vgelkIrYWIlMt4wraTv5xYu1qvofSWyPjIDE8sJwcnXirXls6q2jRMqEw5h4KLnp+7fy7h98Op4VyDGZ1nFFg79PLllyJSpmNH21R+ldgEU78pEGnntqp0Fn79NK9XOgDAu3VfpWe9nopfa8iva/uF7bz888skpSbRsWZHtg3Zlj3VODQUbpoX/ZmNPHj2GiJ4xTT8zi3MjAQyZWLevbvw6r1+XRSE+vNPGDdO+HRWqGDwOIG9Agm5GsLV+1fx3+nPD94/KG+kwgJe6v0HDBaa0odKCxUe2zHKy59TN89w4sYJbj+8zZmbZzhz8wyrTq3K2LZehXqZAli6CFbFSUSSKSlekhfMjW50rVoXbpjerm7J6lx9HEt0QjTBYcEEhwUDQvBrWqVphgDWzq0dDSs1NMuyKOsC5cW7Fw1EbwvB6Cffn6hbvm6GifyB6weIiIvItc+qTlUzRK3n3J+jVfVWFkfhKX0PhcJXUA9S7MpHnq3xLEffPEq/n/pxPOY43VZ34+veX/PGM2/kazuSNcmM3zGeZSeWAdDFowsh4XtAKwbLOgyZE5s1kN2nMBUsJ1nFsQEDYNYshjduwMzAOkQlRLH29Fph1OvjIyZFNjDktZrYpdGISS6ItEuNpmAncYcPi1srDnTVdmpqlavFpbuXuHLvSvEQu0yVkQbheaLRFPx3Kin83LoF/fqhSXpE6MA2xAxphuvVELNLTGu1WqISojgde5ozsWc4ffM0p2NPc/72eVLTUo28EAb+C77n4O0XILZM9uu93iY/vJURhp6T0g6lSdYkGzxmhmdXdDRRZbR6j6XSgls8eGYdp+WzMGMOeUklyprCaElKW5PKTWhWpVmG4brR4xtKHbXB5E8fWav15sTcqkxKzO5LqRxxvveQ9Sl/sR7gZsFV+8xqSr+o5yLKOBrJ480vdDYRV64IsQtkVFcRw1gFbB31KtgmcyBFk8KQtf2JKwntb5Vk9vvfmfX6Y9HHAGhTI1PsWn1qNa9tfQ2NVkOfBn3Y4Lsht9dhXq9XShcsFRK8Yhq+EfPQ5gjiMWpi/scfYpwIQugCIeD5+oqKqAZwKeHC6n6r6byyMytOrqBvg770b9xfWUOVfm4xMfh4DdFbaCpXsZr00+27Bu/g01O8R61WS2R8JCdunOBEzAn+ufEPJ2JOcD3+OpfuXuLS3Uts/Hdjxj5qONegRbUWhEaE2kzoAvOjGz17j8Nt/xSinDSGxymJav6bHk6SNoXjMcc5HHmYw1GHORR5iKiEKE7FnuJU7Cm+Pf4tIAqitKnRhnY12tHWTUSAGarArDTKTfeZDQ4anOvzs1PZ0bxqc55ze06kJbo/R+1ytfM1fT4vi4G2Ropd+Yybixv7Ru1j1NZRbPx3I29ue5OzN88y//n52NvZ/uu4lXiLARsHEHpNlAye12Mek9pNYvOAJvh5nM/m5WKoeoKxTjfXQNYag+sJE6BpUxyBd9q/w+Rdk5l7YC4jW4wUx1CrbTIpsorYldOr7P334euvC86XJi5OeHaB1Vd165Svw6W7lwi/F17gJXStgpIy0mlpYuWuCHgNSQqQlBQYOJDg0hH4TVET6XQUtgwHjIemJyYn8u+tfzkdezrbn76KOYDJ1dlfGsK5ynC/pGmhKytODk78r+P/qFuhLrXL1aZ2+dpULl2Zzec3ZwgaOY+rRUtgQ3/44V18fbWoci6mpG8esDNLyl1W8kmYMYe8pBJliF3VzEthzEqnmp0UiV2uDww9YbsUp5z4NPZhRqcZfLzv42yPm1uVydQAGuCRNplH5kxAbYjfTj8eax7TvU53fJvkFvvyHX1+qfb2+n2QJIUaQxWwK5SqwP1H99lzdQ+vbHmFVf1WWXU+8f5f73M4+QrlHsH6quNxMMNoOv5xPP/dFgWeWldvDUDAoQAm/S4qLL7y9Css67tMv0+QpdcrK3j25kSTkozfuYVC6DJUuT5npUJjvll79sCMGTB7tsFjetby5N0O7/L5/s8ZvX007d3bZ6Z4GkPp55a+Xc7KkBf/3sp3V34mqkymeblbopqAHIsHKpUK97LuuJd156WGL2U8fvvhbU7EnBAi2I0T/BPzDxfvXCQqISqjyr25iMUzkXIXlWCdiGEdagdHAptMxjdinuFxSpPJqB0cccKRTrU6ZcvKioyPzCZ+HYs+RtzjOHZf2c3uK7sztqtTvk5G5FfbGm1pUa0FOy7uMDvKTYsWJwcnOtXqlBG59WyNZwvcC7xQ+AoaQIpdBUBph9L8NOAnmlZuysyQmQQeDiTsdhgbfDfYtFrQmdgz9F3fl4i4CFxKuPDTgJ94of4LAPiEgfcWCN20kJh61Uya4RnqdHMNZK0xuM4y6Xmz1ZvM3jebC3cuiImWjQaTWq0272KXKa+ygvClOXpUtKd2baha1aq7rl1O+HZduXfFqvstUIyVkc5KIfcakhQwU6YQHBuC70DQqrIboepC05e8sARXZ1cRsXXzDKdjT3Pp7iW9gyC1Sk2jSo1oVrUZzas0p3nV5iSmJDIoyEhapAqSHOBslp+9XRqkKYi0T0xJpEPNDrlEbEP9gI5yny2i679pBNWui1+jq9lMYN3ihdDlE2bgoPkozCjFZFSzLlLt8A3wyP7cPzcsM6fX8evFX/nhhPFUFr2RcmCTyZ8SrsdfB6Bvg74MaTrEbJNdMGNgrHQCakO2/beN7Re242DnwJcvfFnwpvSGxiCpqTBwoOyviiA5hQndb2rL+S0M3jSYdWfWkZSaxPoB63FU5/2c/+3ib8w7IKxGVmyFWjvGmfX649HH0aKlZtmaVC5dmQ/++oBPQz8FYFK7Scx/fr7hdC9PT1HE5dEj5Qe0kmdvTpSamIfuWCoqFZryzQL47DN45x1RHd0AH3X5iN8u/cap2FO8/svrbB+y3fR1xVRWgp7+QG2nzuzfmw3h/Uc/ENrEiZgy4PreJ3gOnKr4GlqpdCV61O1Bj7o9Mh57kPyAUzdO8f0/32dLd1SCLogi8IVAAGWBFmbiM2ouQSvInqKKfpEvJ24ubrg1cWNAE2G9k5qWypnYMxyOyhTAzt8+z5V7V7hy7wrrz64HhIeWkvRRfXzb91uGNRtm9utsSWHwFTSEFLsKCJVKxYzOM2hSuQmvbHmFXZd30W5ZO34Z8gsNKjaw+vG2nt/K8M3DeZD8gLrl67JtyLbspqm3b6PWgle97qIktQIMdbrZLjRKUsFMkWXSU8axDBOfncjH+z7m878/Z0DjATYZUN5LukdiSiKAZZU3THmVFZQvjQ38unToqueE3w+3+r4LFF2qbEiImCDcvZt7m0LuNSQpQFasQPPlYvz89UdT6QY6438br/flVZ2q0rxq82x/jSo1yuW9sP7MekXNmfY3jDoJte6DowZmecH/2TvvuCiuLgw/y9JFULChoNhi770QURNL7EissSUxxpJgTzQmmmaLBU1iN5YoxkbsXUGx994LKgg2lCJ9me+Py1K3zMLS8vHkZ4Ddmdm7MHvLuee87y+t9J+nLeigaRzYfGMTi84vZlzNZ5wPdMZ9zVm6FbYRor4h93Bcsh7Xa2EoEzVcMJcCM3LQn9UsiUy1hZ+AuYWwnUdIB1x7LjKyMhPsWnlxJcN2DUMlqShduDTPIp5lOEZ9a2XIlMumxZ8+YhJi2HprKwDjm4/PtD5pVibGGRag2Uh0fDRf7/saEBnoVYvlskOvnMV2wXiVL0kTmEiiZ/We+Ch98Njsgc8tH9w3io2IrGj0BIUHMXDbQABGnYHuRZtBhQoGXUOt19XQsSHDdw9PLvOa3mY637b8Vv/8vVgxUdaeHnW2vYNDWmdGI2n2pkeuiHnwyf3QfpiQC9En4aJSwZAh8O+/Wg8xV5qz3n09DZY1YM+9PSy9sJQvG36p+7q6qhJkjgdKM/MU3ceOwyGLmwU25ja0KNuC+MR4g4Nd6ZMoZCVaZAL3IbPpFv+LfPMBLZiamFLPUeiUqf9Wb2PecjboLGcCz3A66DRnAs/wOlqLo6gM1FlueQlja3UaE/nqaQVkCz2r9+T4kOM42zpz5/UdmqxowsEHB412fUmSmOE/gx4bexAZF0nb8m05O/Rs2kCXSpWygC+uuaZYG+pBt2+tvri5uGWMqKs7XUjpZNXoG+QUCnB2zrDo+arJV1iZWnEh+AKHHx02qL1yUWd1lShUAiszK8MvIFMgEn//TLYwk2RjsOs/mdmlRplULqsp0KUmt/6mBeRdzpyBL7/EvxxpSsS1Udm+MoPrDmZuu7kcHHCQkHEhhIwP4cCAA8xpN4eBdQZSt1RdjQsYuUGBjmHFqPoKrBJEUKRtpLw+3zHRWutz6ceBH59Wwi4GLjvC2jkDwN5eTJ67j6bvl3/i9sNfKCWF9jEhhwMzhqDOZkvvYuRk68SWjzfj3nCAGFN794Zdu0Cl4saeNcQnxlPE1AaXws6yX0uSJKb6TuXznZ+jklQMqjOIa19ew8o045jkZOvMlnITcH9oke4Jp1zJ4Nl7by/hseE42TrRsmzLTF9HPYFWpE/dMgC5C9WsMPP4TALeBuBs68yU96dk++vpJa/OQQrINrpU6cKOPjuwNLVk973ddN3Qlaj4qExdS5Wo4pN/P+FV1Cvqhlnx20Hgk08Mvo462HU39C5LLyxFgYKlnZcyyXWS7kCXjw+4uGgOdIHo17ZuhefPoXlz8diYMfDoUbb0dY4l5ZlLOW7eByVKCMkSOWzbBseP6zykRokazPxgJgDjDozj7uu7+q+rrkooky4oInc8yGxygh7k9ufbem/D290b30G+PPJ8lCaI5V7NnQDPAHwH+Wo9JrMkz1OG/Y5b99FGywguYlmEdhXb8X2r79ndbzcvJ7xkXvt5Bl9HgSJbjSiygnozEMjw981q5l1WKQh25QHqOdbj7NCzNHVqytuYt3Rc35E/zv6BlMXOJjo+mk/+/YTJRyYjITGy0Uj29t+LvVU6B5C3b4X2EIhdEmOjq9OdMEEscAxY9BSzLsbQ+kMBMcHMDrJcwmiAQGSOIUkFmV1ZIS/+TQvIuwQHi74vLo5gt4ayTvnR7UdWdVvF2GZj+aDCB5S0kV9qrG8SmTxJOhEk9EK8vcHXF9cTgbrPk8A5DFxH/QaxsfobcvUqxcZ8x/dHxY/fPdbgDJnViXguo3WyXcND2Mz36SM0kXr0gFKluDj1CwDq341EUb68WMjpIV4Vz2c7PkvWvJriOoVV3VZhb23PFw3E9RqXaZz29QfPEmU/ANOni79zNi3+9KEu1ehTo49BrlRqgiOC2XJzC+MOjMPcxDxLgsZyF6qZ5X7ofWadmAUIUXpj29BnioLx6v+S9pXas7f/XgqZFeLgw4N8tP6jjP2vDH459gt+AX4UMrVm49poLDEVme0GcjbwLADXX1zHXGnOpo83JfdfWlGX32oL1v74Y0q/plSmVKMULpxtmySunUZQKsoEbd2QQgLncAWukjNERsLJk/Iv/tlneks1v27yNW3KtyEqPooB/w7QbUajxt0dAgLSjPeZGg+MWD2jKyCixrWsK92qdtOeRIGMRIs8jkKhoF6peoadk8sBIzno3AzstcUoAcnMUBDsyiOUsimF7yBfBtYZiEpS8dXerxi+ezjxqsyJiD6LeEar1a3wvuaNqYkpizst5o+P/tAsAvnqlfhqZycscrMDdac7O6nuuVQp0enOnp2pRc+45uMwNTHl8KPDnAs6Z9SmqhJVHH4oMsasTK1QJWqv09eKgQKROcKDByLd28IC6tY1+uXLFxWZXSGRIZneTczT5MW/aQF5k9hY4SL77BlUr47jhB9lnZaVki3Zu2pm5sLQo29fcHMT4qy6zlMo8DpmjfL4Cfj8c907vpGRYkEUE8Mo+/ZUKFqB4MhgZp/QoHdhrIl4LqF1sq1Uwtq1wgAkIQFeveJi0p+1fjAp+n7aAl4qFRGH9tBlXkNWXV6FicKEpZ2X8nObn5MzIb5q/BUKFJwNOks9x3opr//kidi8MjMTWjBubrmSIRceG87OuzsB6Fern97jE6VEbr68yfILyxm0bRAVF1ak9LzSfLz5YxacWcDDtyJbWKlI+16cCjvhEG2SLCKcHoUEzpFKXDsZpjNkCJIk8fXer4lVxdKuYrtcm8xnoGC8+r/FzcWN/Z/sp7B5YY4+Pkq7v9sRFhMm+/yjAUeTg+xLYj/kvddA+/aipNAAbr+6zZNwsXFsbWrN7n679evs6iu/VShgxYq0j6nv4WwM3MYrErEuUpykavW0TVKLmJt3RfnoMZw6BV9/neLCqAmFQqx7SpWCu3fhp5+0H4tw21vdbTVFLItwNugsvx77VV7D1QZeSeN9XsiY1hYQUc8/prlNy4VW5TyGZi3ndsBILtmZeZdZCoJdeQhLU0tWd1vN7A9mi1TfC0tpt64dr6MMq+s9/+w8jZY34tyzc9hb2XPgkwO6a7zVwS4DBzKDUSrhiy9EJx8SAi9fisczsegpa1c2WZxv5gnjZXf53PLBZYELC88uBIQTlMsCF3xu6d+JT4Naq0zbjoiWEs1sRZ3VVb8+mBtfrLeoZVHsLEStVsDbAKNfP9fJi3/TAvIekiQcZE+dEsKz27fjWrW9vKyrLKamZ3ZXTe95M7eL/nvdOvhVyyRbkmD4cLhzB8qUwWL1OmZ/IIJcc07O4WmYhnKUPDgRNwomJmmyEtIEu9SLuNGjxcIuNT4+hFRzxm1zJ/ZHXcU6DrbvK8oXj9OOzRXtK9L5vc4A/H7m95QnLgoRfGrWzJY+Xi7bb28nJiGGKg5VqFuqbobnYxNiOfHkBLNPzKbrhq4U/604NRbV4ItdX7D2yloevnmIAgV1StZhZKORbOi5gSejnxA7JTbNBDpgdADLqowDyBDwSu+ilV3suLODvff35h1RejUF49X/NS3KtuDwwMMUsSzCqcBTfPD3B4RGa5ZhUCWq8AvwY8O1DWy7tY2+W/uSKCUyuM5gPll3VRxkYAnj07CnfPi3ECg3UZjgO9iXDyp8oP/EzJTfli4tvmZTsEuSJEbuHsnDuOfYSOYZ3G6dwmHLJnCftUPobzVtKuRbNm7UdVGoUQNGJml1/vZbSv+tBWc7ZxZ9tAiAn4/9zNmgs1l5W7lK+oDId67fISHhUsTlv+HmLgM5G5Q/uv2YZwJGhpDXMu8KBOrzGAqFggktJlCteDX6bu2LX4AfjVc0ZkefHdQoUUPv+Ruvb2Tw9sHEJMRQrVg1dvbdSUV7PSn8ORXsApE9VqMGXL8uFoNJAr7Jix4DmNhiImuurOHfW/9y+9XtLAvC+tzy0WgBq3ZLMyiibgSBSKOTjSWMIO7d8kXLcznkMg/fPKR68epGfw1VfFyWxSMzTV78mxaQ91i8WOw8m5jAP/9ApUooQY+wufFS02UZhxh6XjVg0SIYNkzYpb/3XsaSllWrRDBMqRTvu1gx3B3caVm2JcefHOe7I9+xtsfaLL+/fIG/PwQFoVKAXzm4kBTsqhOS9HzqBZt63PPx4fawnnTsDwFFofg72OUNjZ+FanR69Wziyc67O1lzZQ2/tv1VODmrF0v1M+f4qA1D+13v696AyOpSKBSERody8ulJjj85zomnJzgXdI5YVdqSWCtTK5o4NaGlc0talm1JU6em2FlmFLrL4AiqdtG6MYfAwimfKzkuWlklKj4Kz32eAExoPiFbzIUyTcF49X9PozKN8B3ky4d/f8j5Z+dpvaY1hwYconihFJ1Gn1s+Gt10y5gX448rpcXGc6FC0LWr7Ne9/eo27f5ul3zNTpU70bhMY3knZ6b8Vp3Z9SyjcUdmSd3nXTB9wV+BmzBRmPDvHltan3uFfzmEU2GkcL9VSoisr9SmDx4eQlcsvZu3iYmQjjlwQPyztISYGKHzeP26qL7QQt9afdlxdwf/XP+HT3w+4dKwS9lTNp1Nml2pSW208MFaEQgdXGdwpsre8yvaHK2NIbhfQCqk/wBhYWESIIWFheV2U4zKtefXpPJe5SWmIRWeXljadWeX1mNViSppyuEpEtOQmIbUaX0nKSxGxu8jIUGSxo+XJJCkpk3Fz9nN0KHi9SZMyPKlum3oJjEN6dNtn2bpOgmqBMlpnlPy7y/9P8U0heQ8z1lKUBn4+9m6VZKcnMT7Vf9zdhaP5zQNGojX37gx217CfaO7xDSkhacXGv3aW/+aIDmNV6b5uziNV0pb/8r6fWRYQ/LQ3zQPkN/73yy3PyFBknx9JcnbW5K8vCRJqRT3xOzZGQ7denNrhn7GeZ6ztPVmPrl3xowR783SUpJOn055/Pp1SbKyEs9Nn57mlLOBZ5Pf67mgcznc4FzC21vaWg3JaUzaccRpDNLWaqn6DW9vcXxCguTfoLhU9BtxXKWvkO4XTXWcQiH6mFTjc2JiolRzUU2JaUhzTswRD370kTj+zz+N9lYM7XefRzyXTKaZSExD6r25t1Tjzxoax9QSv5WQ3De6S3NPzpXOBJ6R4hListTOhFbvS74uSN6ebSXff+dLCXGxWbqeHNRzLud5zlJkbGS2v16myOPj1f/9+JEDXH9+XSo1p5TENKRqf1STnoU/kyRJjEeKaYqMn8+pSIqpqfoqa2vZ98vZwLOSwywHiWlIhX4tJDENacHpBfIb6+ub9l7V9s/XN+Wc8+fFY46O8l9HB5r6PKYh9Z9W2/C2SVLaOYKvryRFR0vS/v2S9OmnklSkSNpz7ewkaexYSTpzRpISEzW2LzQqVCozt4zENKThu4Yb5T1nIDY2pU1v3mTPayTx6M2j5HVWwJuAbH2tvEqCKkHyfeQreV/1lnwf+Rq+1vw/RW7/q5CkHAjfZjPh4eHY2dkRFhaGra1tbjfHqLyKeoXHJg+OPj6KAgWzPpjF+Obj06TKR8ZFMvDfgfx7W9jXTmg+gRltZ+jPEvDxybjj4OQkdgOzUzdl9Wpht9uyZZadgE4HnqbZymaYmZjx0PMhTrZOmbqOX4Afrde01nuc7yBfw1NsVSrxPoODxQ6Uq2vO76ZGR4OtrdCQefwYymZSeF8P4w+MZ+6puYxuMpr5HeYb7bo+qybi8fg3kQ+TKttXXaqypdyEbN3Bz0Be+JvmEfJ7/5ul9mvqQ0H0bceOaSwhUiWqDM66yjOoVCIbd+dO4Th19qzICG7UCG7dEroue/Zk0CoZ+O9A/r76N65lXTk6+GjeKfXKJnw2/4THjana+6tN4H4LUbLv5sbWzT/S/+o0Yk2hSSDs9IbimmQPk45Xs/zCcr7Y9QUuRVy4/9V9lGWchETAqVNGyeCV0+92HTSdq8+vcvzJcY4/Oc6BBwcIi82oD1TFoQotnFvQsqzI3KpkX8l494Ekgb290Cu7dClbNCnTc+/1PWourkmcKo6tvbbm7R34PDxe/V+PHznI3dd3abOmDUERQVSyr8TBTw7iuto1Q0aXGoUkyvMeeamzlhR6zUMOPzxM943diYyLpKFjQx6HPeZl1EtOfnqSZs7N5DVUpRIujEFBmrOLFAqxTnn0KOUeDg4WpYwmJhAXl6V7W1ufhyR+TO67deHtLUrz5RAXBwcPwowZcOJE2ufKlxcZ1L17iz4tVX956OGh5DLRPf320LFyR3mvJ5e4uJQMszdvhCRDNvGj349MOzqNtuXbcmjgoWx7nQL+e8jtfwuCXfmAOFUco/aMYvnF5QAMqjOIpZ2XYmFqweO3j+n6T1euPr+KudKcZZ2XMajuIP0XVbudpP/zqzvT7HTEunMHqlYVqbthYVnWFmm9pjV+AX6MbTqWue3nZuoaG65toJ+PfiFdb3dv+taSOYhlIwYtmFUqUYL09ddQtCi8eAGmxq9gVsXHMW5NPxYEbaWFbU2OjrpglBJDVXwcLpOtCSykQpPkkUISJSuPpkflTEljHl445Ab5vf/NdPu19aEga2GQb4mMFMG8K1eENlTt2mJy7+gIly+LIFg6noY9pcofVYhOiM77gYEsokpU4eLlIhaR2vqrcHi01QnlwwAWnv+T0ftGIyHR9TZs2ArW2nxp0i2iouKjcJ7vTGh0KP+2W0n35p+JBV9EBFhbZ+196Ol3kcBCBaZWhXgX/y7D0+XsyuFR3YOWZVvS3Lk5JQplvC+MxuPHYoFsairuTx1lQFlBPe4+i3iG12kvzj07R/uKwv3uvx7AzS7+b8ePXODhm4e0XduWgLcBlCxUkufvnus9x3c1uAWQIciUfg76/N1zBv47kDhVHG3Lt2Vhh4XUWFwDUxNTwr8Nx8rMSn5D1WMraC6/TT+2qlRiHZGYKEoZM2m6IGuumToAqI3u3YX5VuXK8l9ckqBTJ9i7FxwcxAZ1VKodj8qVRdCrd28x7gKj941mwZkFlLIpxbXh1yhmnSRFY4w5ag4FuxKlRCosqMDjsMesd18vy9AkmYK5+P89cvvf/5/C2HyMudKcpZ2XsrDDQkwUJqy5sobWa1qz885OGi5ryNXnV7FVWDHP5Us+qSEjEKPL7USXeK6xeO89sQsbEyMWR1nk2xbfArD0wlKDxfzVyHVBy4pbmrFQi+i3XtOafj79aL2mtXYRfR8fsQj4+mvx85s3YrdImxNYZtu0aiIuk61ZELQVgBPh13GZbI3PqomZu6BKJYJyV6/iP/drAm20LLgASQFPbVT4716UydYbgPr32bo19Osnvrq4GP33WUAeR59jFGRvH5qb2NiIzC5HR6Ev4u0tFiEbNmgMdIEQ1h3ffDwAEw5OIDYhVuNx/wX8n/gTGKE50AVJ/ZUdHP3pc8Yf/gbPfZ5ISAw/Bz4bdQS6IMMiztrMmqH1hwKw4JSXeLBq1SwHugD8dy/S2e+igFhTeBf/DlsLWzpW6pj8NwY48ekJ5rSbQ/eq3bM30KVSCa04EBnL2bCRA2nH3f4+/Tn3TLhAd36vc+YCXSoV+PmJz42f33+zryggT1GhaAWODj5KJftKsgJdIHSpgDQ6g5rmoH229CFOFUfPaj3Z3W83t16J9KeaJWoaFugCEcgyxKVdqUwZe7IgUq+vz1P33f7l9Fxo2zaoUkVod/n5ydO/Uihg6VIoXFi4pk+bBps2CVdnS0u4dw9++QVq1RK6xz/9xAznIVQvXp2QyBC+2PkFkiQZb46aQ3kwvo98eRz2GDsLO3pU7SH/xIK5eAEGUBDsyicoFAq+avIVe/vvxc7CjlOBp+j6T1deRQtx+XApmlEPFsoLMGTG7cSYKBTQLCml+dSpLF+uXcV21C1Vl3fx7/jz3J+ZuoY+C1hjuaVlFbWIfvrUc7WIfpqAl3p3LP3fOihIPG6kQUGd9h1YKO1kPbCQCo/Hv6Xcj5IEoaFw86Yox9mwAebPh2+/hcGDoUMHqFdPLOjMzaFkSahTh+D1S2W1I/j5A6O8H63k0O+zgHxAbvehuY2zsyh3V9OkCbRqpfOUiS0mUsqmFA/fPOSPs39kcwNzj+AIeYut7xL2MfeUyESe0fpX/rxSRnu2gA7nvJGNRqJUKPGLuMbVkhhNnF5ufzqzWB9CJ4ayp/8eilsL4Ws3F7cMzp7ZgnrBM2WK+Pnhw2xZ8GgbdwG+3vu14W7NBQu1AnKJsnZlOTr4KM62zrKOT+886HN3u9bPAkCfGn0wNTFl6y2x8VmmcBlUiZkI5Brq0m4ER0a5fV6wDRklChQK8W/aNJGhJUmwY4f4bDdoAH//LbKldOHsLFwZQVynQQMR3HvxAtavFyYB5uZiDj11KlY167JuYzxmKPn39r+s/evr7JmjZmPW6qrLqwBhZiI7KFowFy/AQAqCXfmMtuXbpo1+p5scB6UPMGgiM24nxsaIwS6FQpGc3bXwzELexWUsqdCHHAtYY7mlZRZVoio5CyA96sdG7xstJhY5lL2nio/D8+a8jPoGqX4efe03VGWdREq0g4PYlWrTRkzyx46FWbNgzRrYv19k+oWEiHR0gGLFcLQpKastb22y0Vw2t7MhjUFBJoHxyAt9aG4SFQU//ZTy8+nTolRaBzbmNvza5ldA2Ka/inqVnS3MNeRm/54OPI2ZiRl/9/ibb9+fjGLBQs0H6nHOc7ZzTi4L/bYtbKglNCgztcBMhWNJPS7OSTQp0yR5XNxwfQMAfWvmQKl/Di14dI27apLHXTkULNQKyGVKFy7Nmc/PYGZipvUYhQTOYcJpUI1KAZ6v12v9LChQ8OXuL3HxcknuC3bf26298kAfapf2vn3FV10lakZwZJTb5zl6DNaedTZ1KuzaJTQsv/wSrKyEjuDAgSKgPWOG2PTVxtCh4r1GRcEXX4j5ZeHCYr68fTs8fy50jzt2BFNT6h27x4+HRN/z1YM/eGSXf+aob2PeJgdFh9QdIu+k/8JcvIAcpyDYlY8Iiwmj84bOrL6yWjwgkSHAIKkDDDfnoYrXsosgt549k3XvslAHu06eNMrlelbvScWiFXkd/ZqVl1Zm6hpqC9j0O9JOtk5s6bUl13Vm/J/4a91NAxHwehr+FP8n/jmWeSI77VsZBPFJ9TlFiohSGzc3oT/g6SkmAH/9JcStL1wQE/+4OHj5EtdjT3CKVCaLImd8EfFlxH0vOnt35sKzC1l6TxrJ75k8BZkExiUv9KG5iaenKGEsWRK++0489vXXImCtg0F1BlGnZB3CYsP40e/HHGhozqMvS1hNYfPC7O2/l09qfyIe0HavaCvdSUXdknUB2Pse9Itep7u0XSautTrjFI7WflchgXOkEtdOIwC49fIWl0MuY2piSs9qPTP9urLIwQWPQeOuPgoWagXkERwLO7K8y3KNz6k/8177UmlTKRT4NyxOYNxLrdeUkHgd/VqUcadCY+WBsVH3n1nYYHLtNAKnCIX+Pm/yUv1ZZ1WrwuLFYl7466+ifcHBMHmy6NOHDxf6xekxMYHly0WQ7PBhMS9OTZEiMGiQmCuHhMDy5Uy0bEuLJxBhAYN6iKBkBvTNUXN4M1SVqOKnoz8RkxBD+SLlqVeqnrwT8/tcvIBcoSDYlU+49/oeTVc2Zd/9fZgrknZjMqth5OoqOlttqak6SiaMRuPGolN/+lQENrKIqYkpE1uIbLY5J+cQr9IlfKId92ruBHgG4DvIF293b3wH+fLI81GuB7pAfnlMcERwjmWeyE77HuIhRISjo4Vu2K1bYoLwzz8iY+Hbb4VDZ8eOogyndGkwE/e50sycBdXHAhkXXookh5zWhWpiojBh973dNFzekG7/dONS8KUsvbe0byAfZ/IUZBIYH2P0ofk1087bG1asEO9x/Xr4+Wcx+VaphHPUjRtaT1WaKJnXfh4Ai88v5var2znV6hxDV5awGntLe45/epy2FdqmPPiryHpjyBD5pTuIErspvlMyZnlnZYF5/z7KNm1ZsFf8mGHxp14MVx+bbAqizuToUKkDDtYOhr+mIeTggsegcVcfBQu1AvIQg+oOYm33tZgr0xr7OIWncx1MGueCv+yfqdfJUHmQHRihjFH5NJAFB0T2mKa5JqTq8+RmnTk4iABXQACsXStcFaOjYckSERDr3BmOHEkbAK9USYyrAOPGac9Wc3CAzz9HefAQa+v9hE2s0BOb01zHm9T0+9G0GfreezoukjXUmm/zTwvH9kdvH1F+YXl5Y5Xc9WJenIsXkGsUBLvyAYcfHqbJiibcfnWbMoXLMNVenoif1kCEUpmit6Kp7hy0lkwYDRsbIbQIokbdCIu9gXUGUsqmFE/Dn+J9zTvT11GaKHFzcaNvrb64ubjlauliagwS0c+hzBPZad+1WwjxYEvLTL2O+5DZbCk3gTLv0v4tnN4p2VJuAkfGX+P2yNsMqD0AE4UJO+7soP6y+vTY2IMrIVcy9Zpp30A+zeQpyCTIHrLah+bXTLu7d2HYMPH9999D27bi/S5bBu+/D+HhYvL+4oXWS7Qp34auVbqiklRMODghhxqes2jLEgZwtnXm8peXqV2ydsqDly7B7t1iA2jyZNmlO2lK7NJneWd2gXnjhgjSPnmCu+o9thQdhn1suqmiAuxNbaBpU/FakpSzJYw5uPlgVPOa/LxpUsB/kgF1BvB83PPk/shSYcaq4w4pgS5Izi51bNMt069jUAZkZshqGaMkwdChuF9LYMspZ61zTfchszN3fXNzGDAALl4Umxhduoixc/duMY7WqyfkPGKTzFtGjxZJAWFhIgtMj2B8hZquLNgnvv++DVwupeXA9HNUXZuhaoyo2WWQ7nB6btyAmTPlvVBem4sXkKsUBLvyOIvOLaL9uva8iXlDkzJNODf0HM2dmsk61/FesPZFrKFuJ8bGxwfu3xffL1hglMWepaklY5qOAWCG/wzm/T2Cr7za47VuFHGx0UZodO6iLo/RRhoR/RzK3nPtNEJniWH6Upes4D5kNgHTo/CtMx/vUqPwrTOfR9OjkicflR0qs7bHWm6OuEm/Wv1QoGDb7W3UXVoXj00eXH9xPfMv7uoqdtG0kRPZkJmhIJMg+8hsH5pbmXZZzSSLiRGZW5GRIgjzww8pz5mbi3ZXqiR2sLt3F8drYfYHszE1MWXX3V0cenjI8PeSD1BnCU9uORkThZhqtSrXiqvDr+Jsl04cevp08bVPH/E7lIlRS+xAlJC3aiXKY2rVgmPHoF07XlsmZjg0VPUueXFy/tl57ofex9rMmq5Vuspuf6bJwc0Ho5rX5NdNkwKMTx7K7C1iVYRTn53igwofECPF07nbOw5snZ0hu1RuibYu5GZKGkxWyxj/+ktkWFlZ4f7nEZ1zzSyhUIjxc8cOuH0bRowQ7rlXrgijJhcX4br45g2sXCkqHHbsEM6MunB1ZcjLMnS/BfFK+MQdYlLL2Gqao8pxlVYfZwQM0h1OTVSU2ASqW1fIJ+gKvuXVuXgBuUpBsCsPoEpU4Rfgx4ZrG5KFZeNV8QzfNZyRe0aiklR8UvsT/Ab74VjYUV6AIQxc520VOwNnzmg+0FC3E2OhXuy9Syckb4TF3pcNv8QcU+6E3mHcw8X8EXaAMQ/+xHq6NRP/7J61ducyShMlU1tN1fhcBhH9HMre01ViqKnUJasozcxx6z6avsN+x637aI3XrVKsCuvd13N9xHV61+iNAgVbb22l9uLa9N7Sm5svbxr+wsHBKTtu6cmpbMjMUJBJkL0Y2ofmVqadMTLJxowRE/LixUX5Yvp73cFBCPMWKSKMRz79VOskukqxKoxoKALg4w6My77SllxEkiRmn5jN9OPTSZQS6VOzD/s/2U8RyyJpD7x1C7YKkV4mTTLoNYxaYnfihDAOef0aGjUCPz9UxYvhuc9T4+GpFyfrr60HoGuVrtiY28hrfFbIQSkGo5rX5AUJiQJynzyY2WttZs3Ovjv5qPJHxCTE0OXmFHY1KJwmu1ROibY+5GZKGkxWyhifPRPlgiDKBytVkjXXzDLvvQd//ik2HGfMEO8hJERkTTs7wx9/pGRSf/UVvNJh6qJUoliwkGW7oGQk3CgBk9VV8unnqLGxImj000+6N0PVGElbOVObM/v2Qc2a4veTkCAcKRcvTnG/TE1enosXkKsUBLtyGXXtcus1renn04/Wa1pTdn5Z6i2tx5ILS1CgYGbbmaztvhZLU1ECpk/DCMArvi1KWzuRMtusmXD1eP06YwMMcTsxBtm82PtlxUDipISML6uA315uz/cBr/uhIhsug8aCJhH9HMre01ZiCLCp7Djj7IZlgurFq/OPxz9cHX4Vj+oeSEhsurGJmotq0m9rP/l6QSoV9O8vMloqVMi9bMjMUJBJkP0Y0ofKzbT7/nu4d0//jqscjJFJtmmT0BhRKGDdupSFRXqqVBHXMzUVGQs/aheh/6HVDxSxLMLV51eT7cf/KyQkJjBi9wgmH5kMwITmE1jvvh4LU4uMB8+YIf7OPXqISb0BGK3E7tAhaNdOlKG+/7742d5e9uJk3dV1APSr2U9227NEDksxGM28Ji9ISBSQu+RhDU1LU0v+7f0vPar2IE4VR4+NPdh6c2uaY7R+Fgo74WDlYJwMyMygnsOkdvOWgySJ7KqwMBHk99Qc3M824uKElldQkNhQWr1a6NbGxMDSpSLgZWMDL1/qb5u7O8XXbmXlCVGFML8ZHC4PFC0qsq3XrBEBtkKFROZuakdlXTx/npV3mIzBusN9+ggd30ePxLz733+FI+WwYRrXNirnMvitnsaGyrFGcSQu4L+DQpKMMZvOXcLDw7GzsyMsLAxbW9vcbo5s1LXL2mx8LU0t2eSxiS5Vumg+f9VEPG/OE254SThHKvGqPlYEGJ4/h4kTRUcKYG8v6p0/+0xog+QGfn5iF0sfvr5i4WgAcbHRWE+3Fk4kGt1IhLNM1OQozC2sDLp2XiAiNgLn+c6ExYbh08uHolZFCY4IFtl+ZV217yyrVGKRHRwsJgSurtkymVbFx+G/exGXgi4w9pVY/Ozos0Pr/ZvTXH1+lWl+0/j39r8AmChM6FerHz+8/wOVHSprP/HHH2HaNDHhuHQJypfPkd+nUVCpxI5xUJDmwIlCIYJ1jx5l+j3k1/5XTY62f8MGsZMvF3t7oYuk/te4MdjZyT8/OhpKlRJBDE3I+fvfvy8m3xERopRALaSuixUrhIU6wPr1qD72wH/3IoKfP8CxZEVcO41AaWbO/FPzGXtgLCULleTeV/cobFFY/ntDZEX7P/GX1w/mEFHxUfTZ0oedd3eiQMGCDgv4qslXmg9++FAsPlQqOH8eGjQw6LVUiSpc5pclKOJZshNzahQocLJ14pHnI+2/l507xSI7Lg7atxeLbWtrADZc20A/H3n3a1HLooSMD8mwEZOt+PiIBWDqwIGzswgYZcPmg9HuN03tdnQUC9vs2jTJoXmAofxfjR/q8VjbhocRxmNjEK+KZ+C2gfxz/R+UCiVre6ylX61+ae7/EoVKAPDi3Yvkz8L2O9vx2OQBkGZdow6AZaureXw8WFiIec7z51CihLzzNm8W5flmZiI5wMANhywxcSLMm5d2c1+pFEGvLl3Eczt2pJm7qUaNwP99F4JDn6SMpWHhcPOmyBK+dQtu3uRLO3+W1ozBKQyuLoai6VUF7OzEptWtW+hl92746KMsv12/AD9ar9G//vMtMhq3qatEANLERDg9//QTFE43P0jVp/mY3sPz6fI0TqDFzezoX6g53cq1S55zFPDfQm7/WxDsyiVUiSpcFrjo3DUtZVOKwDGBOidT6gBD+kVEGvz9xc7F9STNosaNYdEigyfWRkHuYm/KFBFg0DPgJ0qJPAh9wJXnV1h2cCYH317Qe+n5FUcy+pM/xA95dAKoCfXCsIpDFW6OvJmsA5PXSJQSMf/ZHJWkom35thwamLc0eS6HXGaa3zS239kOiKDXgNoD+P7976lon05w/9gxEZxNTIS//4ZPPsmFFmcR9U4ypA14qTMJspiVlh/739TkaPvlBvtr1hSZXelLZxUKqFZNBL6aNBFfa9TQ3GdNnAhz58rb5da2uRAbC82bi0WAq6vQNDE1zXicJiZMgDlz8KlhgmcHCCyc0g6nSCULqo+l88BfqLGoBvdD7zOp5STaVWwnO5Dgc8sHz32eacZQJ1snFnRYkGvuuS/fvaTLhi6cCTqDpakl693XZ2hLmjH76HmabzzNyXZVCe7+gfYxXAc+W3/B49r3AGkCXrIWmBs3ij4tIUFklm3YIBaMSchdnAB8Xu9zlnddLrvdRiMfjeFpULf7iy/EZ33FCrERmR1oCq45OYkss1zOSP6/Gj+ycbPX2KgSVXy+83NWX16NAgUjGo5g+93tevtbTf2ys60zXh28sr9fLllSmKNcvgx16ug//vVrqF5dnDN1qlhz5BQTJwpzLm1MmACzZ4vNpgULYMkSfConiLE01X6XUxgs2JfinKlSCEfGR3bwfVsIsoV+z0uwXuEh5g7qf46OYm6gazNUzZs3Qp4gi6gSVTjPdyY4UnOGl0ICpyhTHs1JQCkBDRuK7Lb69XVeV1/iCKTMOXKr0qSA7KEg2JXHkR3hHuSLm4tb1l8wPl7sGk6dKnboFQrh8PHLLyLFNaeQO9hDhslYZFwk155f48rzK1wJucLl55e59vwa7+Lf6blQWkbZteP30fszPQHMjWyCeFU8FRdW5Gn4U5Z1XsbQBkOz9fWySvkF5Ql4G4ACBQGjAyhrVza3m5SBC88uMO3oNHbd3QWAUqFkYJ2BTHl/ChWKVhATobp1xf0xcKBIAc+vaLrXS5eG33/P8mInP/a/qcnR9huSaadSwdWrcPp0yr8HGhx2bWxE+UXqDLA5c3RPpNPj7S3KMNPz1Vdi3HBwEAsIJ+0GGRlQqfDpUQWP+g/EFDR1ICbprW8pNwFF02a4b8p4D+oKXGmb3OZIBoEWHoQ+oMP6DtwPvY+9lT07+uygRdkWaY7RlI2tTARVqn0LgyflCxbgs3Q0nj0sCTRP2b7Xu8D86y/4/HNxH/bvL8pn0gUy1ZtyQeFBOhcSAIcHHKZNhTby2lxAClOmiGzJ/v1FibCxUW92pO9vjLTZkVX+r8YPuZu92vrjHCZRSmTE7hEsvbBU4/Pa+ttcy7itW1foSu7dCx066D9+4ECxiVmjhjDnsNBQZp4dxMWJ7Fldci0mJqKq4N49uHkTn9jLeLgnaB9L99mCgwOe1QIILJzqsy6J4zf03ECfmn0yvo62zdDUhIdnzKrKJAP/HcjfV//O8Hjy+9gE7gFWMGuWSNLQs3EhJ3EEQG1YnCVHzQLyHAXBrjyO3PIAb3dv+tbqa7zB49kzGD9eDLogxIZnzxadfk6UNupb7CH65qd2cKUUXCkJV7o347LpSx6EPtA44bY0taRWiVooIyI5HaE/JXd+xZGMtm6TqQlgbmUTeF/zpr9Pf0oWKknA6IBk/ba8Ssf1Hdl3X/ggT3Gdws9tfs7lFmnnbNBZpvlNY+/9vQCYmpgyuM4gpvz9hHJbDkLlyiKzxSYHhJezE3UmwdChYrfw999h1KgsXzY/9r+pyfH2ZyXT7uVLYTiiDn6dOSO05LKKpkyCrVtT2rlnj9DOMABVfBwuk60ILJSosaxcIQk797kD19PLJ+MkXNdCSt/k1t7KnsWdFmNtZo2lqSUWSgssTS3F96YWaR6zMLXAQmmBIgv26meDztLZuzMvo17iUsSFff33UaVYlTTH+KyaiMfj3zIsVtSLkeT3nSoQKGtSPmgQrF2LatoP+A9qLW+OsHBhiv7LF18IwV8t4786sCiamrY0KfXPrV1as7LrSsoXLa+/zQWkcOQItG0rMi2CgnQ7jRlKPiib+78aP/JRZpeaBFUCRWcXJTJO8zgjq1Q6p+jYUQiar1wpDFJ0sXevKM1TKIShSpMmOdNGEGXWY8bIPlylAJfREGiL1rHUPhpeq9VZNIwvhRQW3B59X7Oju6bN0DJlRH8EIkHCCPNfSZKo/mc1br++k+E55zDwUmeoOToK7VIZfZIh2cfqOcej6VEFJY3/EQqCXXkcQzK7QqNDjR9g8fWFkSNT6rVbtBCljbVrZ+56hpBqsRejlLhZPCmoVSrl6xstklqONo7ULVWXOiXrUKdUHeqUrENlh8qYmpjK1+z6JgLzKtUMngDqyiaQkBhdpGO21IZLkkT9ZfW5HHKZX1r/wnfvf2e0a2cXI3aPYPH5xYAox30y+glmSrNcbpVuTgeeZqrfVA48OACAmQo+vWLC5Ak7KNuyUy63zojMng3ffAMffAAHD2b5cvmx/01NrrTfWFpDKpXow1Nnf924If98bYvdhw9F6UBYmCi3mDVL/jWT8NvmResr+if0xc3seBkfprl5GhZShkxuDcFCaaExEJYcJEv3mPrnoPAg9tzfQ0JiAqULl2ZYg2EUty6e5lgzlHy6xp1XlpoDfxnetyGT8lq1hETBjh1C50Uf06fDd0ljyNixIgtQT4BFW2lSWbuynHh6AqVCiUpSUcisELM+mMXwRsPzbJl9niMmRpQIxcaKz3LVqsa7dj4IrvxfjR85oKFpbHK8CiUrfPaZyFj95ZeUPk4TEREim+vpUxF0mjcv59oIKRnT+qhcGQYOxE91n9bIqCxIt3GS/vE2Lq05OPCQ5r45fTl4gwagvp+NFOw69fQUzf9qDoBdNKz3gXALcIwE18difZaMzD7JEF3J5EvXmY9b99EGnVNA3kRu/ytTfKMAY+Na1hUnWyet5QHqSf7Ldy/pvaV3hmOCwoPw2OSR+XKN1q1FWYqXlxD+O3FCLG5GjRKps2oRZJUK1TE//B/6EVwYHBu44VreLVM7OM8jn4sSxJIPuDLflcsPT3K7SEKaEg41piqo9grqhEDdEKgzYQ512g2keKHiWq9vbmHF2BLd+O3l9oydftKvb2yJbpifPS/PEc3fP7mzVSWq8NznqfFvpX7M6+1evN7uxenEeKPWhh9+dJjLIZexNrPmy4ZfGuWa2U2FohUAsFRaEhIZwo47O+hZvWcut0o3TZ2asv+T/Zw4spqpaz/lcHmJpfUTWeXnzudhnzPJdZLmXbH8Ro8eItjl5ye0GHKyjLkAgbs7dOuWda0hpVLoe9WsKUrSQGTqLDdAO8nLS3z18xNtKVZMCNGHhQm9rl9+MaxNSQQ/11ByqQFtgS5Ia0WuXkjJdXSq4lAFWwtbYhJiiFXFEpMQI75PiE1+LDWxqlhiVbGEx2oR85fBs4hnTPWbqvlJAzxRJAU8tVHhv3uR7kl5VJQQJga9uiZIklgAzpghfp46VfyTkUnkXs2dblW6pckur1+qPo7zhAPapo83seDMAo49PsaovaPYfHMzK7uuzKiBWEBGLC3FZuORI3D4sHGDXcHyPiuyjysga6jdOD08xOdOU2ZvHnPjNMhBL7dROzLqu58nTRJz/AoV4OdcqDqoKLNfHDECRo8meOlXECLjeG1dedLjRwJ8WXjKi7ovTDLqPKtdpdVERKR87+8v3HozeV+qdSqn3V2W/NjEk9Dpno6TZPZJch2J01xa5tykgP8OBcGuXEJpomRBhwV4bPLIUA6gLt+Y124eYw6M0RpgUaBg9L7RdKvSLXPpw+bmYte+b1+xw7tlixiIN24Uu72Wlvh4DcOz0esUQcRbv+Bk5sCCHsu0BtkSEhO48+pOsrbWledXuBxymefv0tnX2id9iYI6z1MFtp5DtZdgkbqcPaY06Ah0qZk9chv82Z15L7aLDK8klJIIdM0euS2lhFMfqTpbfRbsqQkqpMLj8W9sWYVRAl5zTs4B4LN6n+Fg7ZDl6+UE5YuIUhZ7a3ueRTxjyYUleT7YBcC7d7QYOYtDtyX8ezdjakdLfAN8WXR+ESsurWBYg2F82/JbShcurf0aeV0wuXJlsat544Zw2cmPovv/BdJPLo1F9eryjrOzE7vgoLnUqVAh0VeaZS4j07FkRXkTdBmkXkjJndwu6bxEZ6aBJEnEqeKSA2HqIFjq4Jj6sai4SK6c3cXLsGdYFy5KmaqN2fNgH74BvgDUKF6D5s7NSUhM0Hh+cPA9Hia8MPx965uUX7smRIZLlBAafNpITITRo0XpMgg9t/HjDWqL0kSJm4tb8sLlu4AZRMVHUaFIBXpU7UH3qt1ZdG4R3x76lqOPj1JrcS1mtJ3BV02+Ksjy0kfbtiLYdeSIyLg3Fo4yF4Jyjysg67i7i7m2Jr3YbHIRzQpy+9vMBB2Mjvo+fvZM+zH+/vDnn+L75cvFOJfTjBgh+l9dml1KpTgO446lYw6MSwmKhaB5c97HRzggqvnoo0wbWmjSqVRIUO6tnhNl9kn6Ekc0XrpkwSbM/xsFZYy5jC7nEnsre1npwxt6bqB3jd4Ga45k0AG7E43yK08hiAj4VAOPXmgWRFTAll5baVO+TXJAS/31+ovrGXbNxSUUOJoW4U30W6LNUm67MmGwMJWbiEYMTLOPi41m0ee1ePD6ARWrNWPE9MOYWyRtrctN7R89WmQ1FCpkcKqssWrDrz6/Sp0ldTBRmHD/q/v5Rg/lUvAl6i+rj4OVA6HRoUhI3B11l8oOlXO7abr5/HOh9+DoKIROixfH95EvU/2m4v/EHxAacV82+JJvWn5DKZtSyaeqElX4r/uV4JULcHwSmpKWnUdcr9KgFkV2dxfaTFkgP/e/kP/bnwE54rcA794JfRNN2oVqtm7N9H0rNLusCSqkSuMSqEYhQbEYE15a6XeLTF0io0803dgaMpom69bxCqKSxrBprabxQ6sfdI6/cks606O33GLJEmE006GD0KDRhEoldPpWrRI/L1okzskEmn4XheMUrK40Pnmx9OjNIz7b8VlyILCFcwv+6vYX7zm8l6nX/L/g9Glo1kxk2b58abzNkXxQNpff+99Mt1+lgvnzhete6dLw5Ene2hRLIqf72yzx779ivGraVOhwpScmRrg03r0r5nqGZEAbG31ujJ07w86dQMpYGlhIpbNMUS8ajsugEWlEQwtdOpUKksTo06/7MtEnadOVTE+BZtd/D7n9b8F2Wy7jXs2dAM8AfAf54u3uje8gXx55PsK9mrvstOC+W/tiN9OOZiub8cXOL/j9zO/4PvLlVdQrref43PLBZYELrde0pp9PP1qvaY3LzS/w2fIz/PwzKgV4dsgY6AJRYiFJ0GtzL4rOKorbGjc893ny1+W/uBB8gVhVLDbmNjR3bs7whsNZ0mkJpz47xTqnrwmOf0O0abqSTFvo2Qt+ep802ViA6PicnUV2jAGYW1gxuowHv++F0fENUwJdIK7l5KS/fMPLS7z2t9/iGGNYEmTqMpSsoM7q8qjukW8CXUByW19Hv+bDih8CMOXIFDZc24BfgB+qRD0L8dxg40YR6FIoYP16Yd4AtC7fmqODj3JowCFaOLcgJiEGrzNeVFhQgfEHxvPi3QvxeZpZktaPptKvTSitBwtBUZ9qiIWGh4eYROQVevQQX/ftg+jo3G1LAcbF3Fxk6uojNFRkF2gLdCkUIuCvL2imBaWZOQuqi3Yo0s+bk37+870xONk6JWczZ2gCCpxtnXEtm9L/q7Oi1c+nPx7Aq4OX0QJdHo9/E4uMVESZSSDBCPv2THWbqnejybXTCJwilRl+D9pQSEKw19VRj2jyxYviq7YSxvh44fK3apUQoF+zJkuBLk2/i0gzCY/Hv+GzaiIg+v5DAw+xuNNibMxtOPH0BHWW1GHOyTl5s9/PCzRsKNzO3rwRmyzGQl02B9rnO3msbO7/BqUypfT82TPxt8+D5GR/m2X0lTH++KMIdDk6GuZWnB3Mni0Cnek/e+rP6f79yZqqqcfS9CiSAkcO0Qrt44skXH81PpX0cqNvzkMVE619TqB+TNecQKUSyQQbNqA6dADPm3M1riHVP4/ukG7Nl8lSXvdq7mzptYUytmW0HqP+3XhVH1sQ6Po/pCCzKw8jVxhSLQ6riVI2pahVohY1S9SkVola1CpZi3uv79Hfp7922/bq07CfOJXWg+W1s6xd2RTR+CTh+ApFK6QpXdC7M5GEUxgsUGd5ZdUaW73r3bUrbN+e/HC8Kp43W9fxetSnhFoJB5PQpH+vrZO+Vi9PaFgIoUTzOumYd5lwJfZ+04a+Xy+H8uUNdlkKDA+k/ILyJCQmcG7oORqWbmh4A3KRorOK8jbmLZ/V/YyVl1emeS4nHCwN4tEjYVsdHi50bbToFEmSxMGHB5nqN5XTgacBMFeaE6eK0+6qtgncb+f+DnoaJEns+D95Atu2Cf2oTJLf+9/83n6N3LwpSlXTo1SKRfXbt6JUXU4pWxbFqzVlAxWNUbDiPZENpA6iAGkywBRJ/9emS6krK9oY/Yqc3XRnA3aJDXZjVFuwr1oFvXtrvmjDhnDhAmzenOKcqSYmBnr1EtkBZmaiJLVn5krJ9f0utO2YP377mKE7h3LwoVi0NSnThFXdVlGteLVMteM/TZcusGtXpkpM9aLJEMPcXNwTuZxxnN/73yy3v2pVuHMnU463OUl297dG4fFjMa8xNxf9X+o598WL0LixCMhkcc5jVOLiRLbtgwdCy+vLL2HIEPjnHyEK7+cnxOKBajOcuB0XlOZ050glXkmBME3jaPIyT8byw7fQSNwm/CnjQA1zgnR9jJ8LstaQvqvBLSDph8yY9KRCXa20fecc1j3ZzatUmvrq35OxtJQLyBsUuDH+B5CbPnx31F0evHnAtRfXuPb8GtdfXufa82s8evvI4NdUoMDJ1J4ZG1/ziYx58fLOy/m8wed6j5NdxpE6vTVSd8eXkJjA25i3vI56TWh0KK+jxdfQ6FDx2J1LvD6ym9DiNryu+17yc1kRIFa3UVbKMKk68jJloFWrlH/vvac3+DXhwATmnJpDq3Kt8Bvsl7U25wINljXgYvBFjc8lB1Yza7BgTOLjRbbfmTNCkPvoUTDVncknSRL77u/jB98fOB98XutxCgmcwuGRV1JJYx6yFMfTExYuhMGDU0qcMkF+73/ze/s18umn4m/arZu439QT6REjROBk2zYYNEhk+ujD21voOmYBtc7Togf/sDnyDB0qtGfvgH3JJRM+VSU8O5CiDUmSFXmtCTonpxlK8cu6Gi3DQO6YZYizk8+qifR99BtxqZqoTCSNSYtzpBKviiNw3/lALIBBBOB/+klkZ6mJixOBy7g48fetUCHluchI6N5dCJ5bWorfcxYW0ln5XUiSxF+X/mLsgbGEx4ZjobRgmts0xjcfj6lJgWxsMvPni4xMXSWpWUGtJXnzZoou2LNnua7Xld/73yy3f+BA+PtvYRYxbZrR22dMsrO/NQqxsaK/A3j1ChySNG7j40Wg6/JlsQGwcWOuNVEWsbHQqZPov4sXh5MnCXcugf0se1SSCu+qU+Dt27QC82jeWAIonViIZybv9L6sd3g7+s47oL996ecEGkofN9SEfh4azk1/KVV3+lbrZVx921u3UNWojn8FJcGjP8PRqVqa31MB/x0K3Bj/A8gRsffq4IWlmSU1StSgRoka9KnZJ/mYiNgIbry8wfUXIvh17cU1LgRf0BnskZB4mvCalzI1Gys5VJJ13I1nMlPzFSKWNLS/LY9be/I29gqhe3yTA1nJX6NeExar3cUrmZoAkaAh6FLUsij2VvbYJ5jhoLLA3qYYDuWqYW/tgL2VPQ5WSV+tHbB/GMzkHZ5stnmMVQJE69FsVkjgFKEQZShBF0Qpm7e3+AdQsiSq913xb1aa4KplcKzSEFeXVskTh7CYMJZeWArAhOYT5P3u8hgudi5ag11GMVgwFt9/LwJdRYqIv4+eQBeAQqGgY+WOWJpa0mZtG63HSQp4agf+5ZKCnnnJ9apHDxHs2rkTEhJkve8C8gGBgbBunfj+22+FfklqqlcXwa7QUHnXM8JiWGlmjlv30ZR82Z7Ni6pzOOAIb9+9pkhSyYT7Leh2W3xOgm2SrMifgLLMPzBwhtYJsFo0PTuQ69hkiLPTRwN+InH6fJAS8Co+gDql69O83eecPLAiozvWUJVwxZw9W+jrXb8uFsWFC4uL3bwpAl12diJzWM3bt2KhdPKkyAzYuTPLAXbZv4tTB6HTyDSmBgqFgs/qf0b7Su35YucX7L2/l0mHJ7H11lZWdVtFzRI1s9S2/wxt24qv/v7i72pu5IWZ2hDDzQ3WrhVj3s6dwr21gNyjSRPxuT5zJrdbopfs7G+NgoWFCHC9fi3mWupg15w5ItBlby/mPHkdCwsRQHJzg0uXoH17/Nb/gEpSUcm+En17a3aQdB8ym27xv+C/exHBzx+gLGrPoLuzeYb+QBeAYzEXee1LPSdQqTSWPjpGyrxU5fpZ3kzLwM6dKCVwq/whjFpq3GsXkC8pWN3kcdS1yOnTh51snfSmDxe2KExTp6Y0dUpZ7MgVWi9uXhSnsDcE2aJVXNjJzimNloomQqNDmXV8FvNfrdP7mmnOSwhn7EF5qfx2FnYiaKUOTKkDVUobHKbOwj4a7Ff/g0PxcsnPFbEsYlCA5aH1Q7b6PgUJjpp8yrt/t7C9VDhe6l+thjIUr5rjUc6dLezhT58WGUNHj8Lp0/jYP8fTaQuB4cBZ8c8pzpIFRfri/sFXLH93kIi4CKoXr07Hypp35NXZEhkWSXkEfb9fCYmn4U/xf+KfexOogwdh1izx/YoVUK6c/HNVKkLOHZF1aLA6nTovuV61bJkyMfT3l2faUEDeZ8ECsZP9/vsZA12Q4tb49q0ordUnXm2gXqIuqhWvRrVi1bj16hY7d81lQKqyKqWUqpxBzdOn4t7MhWxIuQ5Yhjg7XQq+RIKUQIlCJfh6+JpkrS+NmWFKpeibatYUAvPbt4vM0x07RHArtV6XOkv41SthEX/pkgje79snFtNZRPbvYtMeWOMsskU/+0w4vybhZOvE7n67WXtlLaP3j+b8s/PUX1qfH1r9wDctvsFMmTnXz/8MNWum9Md9+4KrK6ovh+Efcsb4mTTduongyrZtBcGu3Eb9+Tx7VvTDBspdFJAOR0fxGXr2THymbt8WWl0gxsaSJXO3fXpIkz23YgquvcajfPCQA4vHQwVoV6GdzvPVG0tqbh9VMtVvKspESFToWM+Fg6vPXtEHhYZqnxPY2Ymy+cuXRab4yZMZnZwB18dClibQFu2l7+HgOuxXuPxWlG4ba368a5f42rmzca5XQL6nINiVD3Cv5k63Kt2Mkj4s1x64zGejWTBzKh69RKckpQ/mKMCrwwKtbYiKj2LhmYXMOjGLtzFvATBXQZwJsksAmzo1pV6pehmzrNSBraSglc5J8icrxQLApCo41UnzlCEp2bOOzyJRSqRDpQ406r8SJv2Bm7c3rqu/wbPR6zTlN06RJmlrw62toU0b8Q/wuboRj3/7ZChMDTKLwePdKjYMWIVXBwUUhnFhNTA5e04saFLtlmdIV9ZmIZxL+NzyYfe93bKOlWvEYHSeP4cBA8T3w4YZpmeTpE/gaBoIg/Uf7hiJQUYLOVIuYGoqdGJWrxYuRgXBrvzP27ewNGknc+JEzcdUS9JLunVLHOvhISaxqSe3mRSKlYNHdQ9+PvYzW58eYICcE3IpG9K10wicTozX6Sbp9E6Ja6cRsq+p1vlr6tRUvnvygAGi7L17d5Hd1aiRcMlML07/7Bl8+KHI+CpeXATy69TRellDkPW7iFDgGl1M9KuzZol/rVoJEe6ePcHKCoVCwaC6g/iw4od8uetLdt7dyfe+3+Nzy4dV3VZRp5Rx2psv+fZbsUgH8PERGklPxqSdWxhL67J7d5E1ePiw0KnMh+WD/xlq1xaZPKGhohy5krxqiQK0ULq06CeDgyExUfQ/sbGijLt//9xunU406aI5DSvFAh9bDtgJw7F2ZQ2bp01oPoGVl1byJOyJkInRtJ4DvE7YoHz8NNUTiowBL0kSc4xFScZb48ZpHWOUEsw9AL01lDImv+alkiijn8O8efDnnyLwPnGi2GTLLKGhcOKE+L4g2FVAEgVujPkEdfpw31p9cXNxy/TC17Wsqzz3q0++w/2XrWw57ECZdFWPTuYObOm1VeOEK14Vz5LzS6i0sBKTDk/ibcxbapWoxa6+u/B2GS9eVaZK3Iy2M1jUaRG/tPmFMc3GMKjuIDq/15nmzs2pWqwqxQsV178brM7Uefw4zcMa3SgXuOBzK6NjXlB4EKuvrAbgO9fvxINWVvDZZ7gfe0nAh7vwPVMN7y1Co+vRvETcfz8kSgViY9NcSxUfh+furzT+CtQD0IjOEFRYwjEC+n+/WWRnFC0K7dvD9On4/NxPoytWUCFVGles3EJtAxwVHyXreLkBWKOSmCg0i54/F0Le8+fLP1etTxAYmLx7pc0FJ9lV7QmyAweG3Ju6UCWq8Avw0+2AqXZl/OcfUcLp55dp970C8gBLlkBEhNjR/ugjzcdUrSomsq9eieDrli1CUzA1Tk6ZNwbRQ89qIqi8P/oakXISUXMpG1KOm6Shzk6ng5KCXWU0ZNzpokkTOHcOGjRAFfoav8FubDj7F34uoKpVU4xv778vAl1lysCxY0YLdIHM30XN8SifBonAeadOQl/s6FERrCtdGr76KtlpsHTh0mzvs511PdZhb2XPpZBLNFzekGl+04TZx/8bEyemcYfzqQYevZKyIlIRFB6ExyYPg8eCDFStKgKocXEi+6+A3MPcHOrVE9+fPZu7bfkPoCpRDD8X2LD9V/wGu6E6eUKUcy9Zkqez5tTz5tSBLoCgqOf07BDOPQeh79h6xgYxf5WJlZkVcz4Uru7mClNKRaVd9ju9U7Kl3ATcj4TAN9+kyFnIkfNOTBRZxFoIswAUYJKuuSmvGSz0CZs1E2ul338X2qLDh2dYs8lm3z7Rrlq1DKvUKOA/TYFA/f8h6k4V0KgDlkY0XKVCdcwP/4d+BBcGxwZuuJbPGGxLlBLZdGMTU45M4cEboe/hUsSFn1v/TN+afZOP91k1ka9vziXIRntnrRbef+T5KOvZLD17iuDEwoVisp3q/Wt1o0wnmj52/1jmn56Pa1lXjg05luYcSZKISYghLDaMsJuXeLtuOWGHdhOmiOOtJYQVL8zbZvUIq1WZsKf3uX/7JKdKxctq+gzzj/j2tKko40mypVYpwGW0ntRgAxzCjI3aVCH9gK0Jo/6dDWXOHGH7bGkJ589rdq7ThEol3H5SpW2rFyagecdsy2EH3McskxU4MPTe1HUdTaXPGbICNmwQu52phwEnJ5HuLzPQkd/73/ze/mRiYkR5W0iIEJ4fOFD7sRUqCGdQPz+RfaMWrw4ONq5QrAYkSaLy75V58OYBGzdDrxtaDlSXUeayg6nPsjF43vZKK56fSWencl7leBL2hCMDj9C6vOGZlD4Tu+CZsCtttk8YLPCzxP1S0t//8OG0Gl5GRJMAstbfxdOnImt05cq0C5eGDUW2Rd++YGtLSGQII/eMTA7g1C5Zm1XdVlHfsX62vIc8R1ycyP5O2mTQO8Yba9z85huhB9e3b4qWaC6Q3/tfo7R/9Ggx5n79tfhaQKbwmdQdz9jtGfvHZ7Vx/0embnAuIHfe3OIpHF+J0MiaP1928E6SJFqvac3Rx0f5uJoHI8xbaJc/URtY+PmJn0uVEpvCBoYK4pRQ+St4UgTmnrKl/tAfCH4VoPk1JQmOHIGffxYbJCCCboMGwaRJIgAml759xebtpEkwfbpBbS4g/1HgxliAToxlIyxJEgceHGDS4UlcChER/hKFSvD9+9/zRYMvMFdmDLio4uP4df2XTH2c0QHO6C5948aJFNmxY2HuXFmDSjGrYsz+cDbhseE8i3jGvNPzSEhMoIVzCyxNLUVgKyaMtzFvCYsNy5adaAulBcHjgilqVVTsUly/DkeP4ndoBa3rX9V7viEOYcbEL8CP1mvkLeIUKHLHjfHcOaF9k5AgdvuGDZN/rp+fxnI/n2podpNr9iPu7t/JWqzruzflLnJkB8w0OOiIA5MmUDIze/J7/5vf25/M8uWiDMDZWZTDmOnIeu3cGXbvFuUIw4fnXBsBYmL4ZmwtZpe8T68bsHEz2ssosym7zCAOHULV7kP8a9sRPPwTHEtWypQ+4rOIZ5SZVwYThQlvv3lLYYvCBp3vM6k7HhbbxadaU1B9jw3u/97OmKVnZAzWikxMFAG4FStE1ld80maPtbVwRvv8c6Rmzdh8awsj94zkVdQrlAol37b8lu/f/x4LU4tsfT+5jpcXjElxuvRzgdaD9Z/mO8g3a1qXp06JcdDODl68ML4gvkzye/9rlPZ7e4tNpyZNhL5rAQajt3+M7Yb7jG250DL9yJ03D7Z9n1VjkzbcZ84UAWuZXAm5Qv1l9UmUEjk6+Cjvl3tf+8GSJDZCx44VgS65pBrHlzaAL7uAYwQ8aOqNlYdMEfqjR0XQ6/Bh8bNSKT4b330nslF1ER8PJUqIUssTJ0T/VsB/mgI3xgJ0YgwdsNOBp5l0eBJ+AX4AFDYvzMQWExnddDQ25jZaz1OamfPD4L+oeatzpoT3DSJdGaP/E3+9uyevol/x6Y5PMzx+4ukJrecoUGBrYUsRyyLYWdphZ2FHEQtb7ELeYnf1LkWevsQuBkJsYJ6M/rfLe11EoAtEOUjt2lC7NsHmdyFEf7DLEIcwYyJXf8veyp7lXZbnfKArPBz69BGBrp49DRfn1aIfpNFN7q0tynk/yL60vntTjqC/KlGF5z7PDIEu9fnJDpiVOqPU4KAjDkwSyR09WggZ52JWTQEyUalEtiKIhbOuQBcIkfrdu8Uubk4SEQHdu9Pzzn1mD4XdtSyJ7vUXVmMmphW5dXISQYDcDnQB+PkJ8fzaXWHYH5m+zJlA4bZWs0RNgwNdqphoPGO3IyWVhaRGUogF3eiWkXRzsCe7P63pBZD1YmIitMQ+/FCUzv79twh83bwpMr9Wr0ZRtSq9Pv+c1r2PMersNDbd2MSv/r+y7fY2VnVbRaMyjbLr7eQ+D9KO1cHap05pj8uq1mWTJkKs+/lzscD88MOsXa+AzKMWqb90KXucOP/jyOofY7fTLSYapaVVrrRRF3I/y+Xrt4V53UUQ6ttvRdbVoEGyzq1Tqg5f1P+CJReW4LnPk/NDz2tf7ykU0K+fKEd//324qn/Ngb29mIeEhRGrhF+TYmnfvjdEfqALRKZ5q1ZC+P7nn0VZ4tq1wmG6d2+YMiXFZCc9J0+KQFexYkYxZingv0NBsOv/mMzaCN98eZPvjnzHttvbAJGFNLLRSCa5TqKYdTHZ1zGm8L5W0gW75A4qtUvWpmLRiuy+t5s4VRz9avajuXPztMGsVN8XtiiMiUKLBJ6vb7I4vUoBm2qg1eVSzawPZml8XK4rln0xZ/0HZQNy9bc2eWyibYW22dyadEiSyGJ5+BDKlhWZMIZqOOjQD8rgJudgmLuY3HtT13GyA2a7F+GmwUEn5UApV53wCjCQ7dvh7l2h7Td0qP7j1ZPFnAx2hYYKkeCzZ2lkUwhni0I8jX3B/ppWdA8IyLEySoNRl3O0apWlyySL0xuq1wX4/zEhTdZoeiQFPLUD//EeuP0hzxgkVyhWTARjR48WGSwrVoiSk9u3Yfx4ik+axMZu3ejVYwojni3jxssbNF3ZlAnNJzDNbRqWppa5/Q6MT7oSHcdIeadlWevSxAS6dhXj4LZtBcGu3KRChRQnzitXhAlFAbKR3T/+MQG38ZnfsMgu5H6WWzi3gFZtxTj522/C8bZ4ce36nOn4uc3P/HPjHy6HXGblpZV80UDPZq+dHQwZkibzVBuqN6Fis9cZzla04KldLKXD4Yv2GRMHZNG8udDzOndOBL127hTZZv/8IyoSpkwRSQCpUbswfvRR3pk/5DFyxPwqD1IgUF+AbJ6EPeHT7Z9Sa3Ettt3ehonChE/rfsrdr+4yt/1cgwJdaowlvK8VFxfx9d492LABxwfyUnIXdFhAo9KNiFPFUb14df52/5uRjUfSv3Z/Or/XGddyrtQqWYuydmWxs7TTHugCoaGThFKCBUl6sNpEzVuWbUkF+woan3PtNAKnSKXWc9WMDl7FuaBzug/KBuQaIGSp/MIAVPFx+G3zYsPSr/D7rj+qDd5iENywQQQGDMXVVWSdaAuSKRQp1tam8vcSJEkSbjky0DUxkh0wk5v5l0tOeAUYgCQJ5zsQVuA2MlJD1MGuW7eyr12pCQ4WwaKzZ8HeHsURX3rW7QfA1ltbxWfSzU3obbi55Z2J6rt3KaLRWQz6JovTO4lglywDiSSCg+/Jeo3go3vEvZDX1SkUCiFKvHKluDeWLYPGjUUZypYt9Oz/CzeWmdGPWiRKicw6MYt6S+tx6ump5Euk6du3eaGKz6fC9iNGpLnfXR9D6XC0GvkkmwiVlefsq5Pu3cXX7dsNEr0uwMgoFOL+BzhzJnfbkg+R3T/KPC6n0TdvBrAytUqZN8+cKYw/VCr4+GPZ90wx62L86PYjAN8d+Y63MW/1n/S+jnLHJHyqgctYBa0HQz8P8KonjLk63gPLtu1h8GAhmxEpM5KfmkaNYMcO4T7s7i7Gts2bhQFLjx4prsSQEuzKTRdGlUpskG3YkOcMn4xlfpUfKQh2FaCXV1GvGLt/LJV/r8yqy6tIlBLpUbUH14dfZ2W3lZS1K5vbTdSOOv02LAz69cPVfYwIFmk5XD2RbODYgPmnhUPfpJaTdAez9JEuG8j9FmzZRAaXSzULOyzUeim9rlgSFDGx5vbr2zRb2YwffH/IUXcrpYmSBR2EwGr6gVv9s1cHrxzZSfBZNRGXyda0vjKGfiF/0NpiAy6jwefTZpmv5VcqUwRk0we81D+PHy++agh2aVrgXgm5Qrt17fj28Lc6X1rOIudp+FOtz6XGsaRMwc9ccsIrwACOHRMBGQsLIXAsh2rVxNfg4GTzi2zj0SNo2VLoDpYuLdrbqBE9qwtXxp13dsrro3JjEnnqlAjAODmJ7ItMkpCYkLz50NSpqcGTTkfHyrJexzESUd4ycKAwLMgP2NqKbMQzZ0RWy9dfQ9GiFLsXxPpp19i+AUrFWXD71W1a/NWCcfvHseGvMWn79ivi59x2Is4U5uaiLCkJlQkUjUaUY6Uf4409hrZpI4LjQUFw4ULWr1dA5lGXXRU4MhqM7P5R5nE5Tep5szYG1hmY8pk3MREbBR06QFSUKDe8c0fWaw1vOJzqxavzKuoVP/r9qP3AhASYMUNsSugg2TnWJl1nJcFf9cGnXJQwzOnZU2QvduwIixenlS2QQ716sHWrWNP17i3m29u2QYMGIri1ZYvIEDY1hXbtDLu2sfDxEQkWrVuLMtDWrcXPPrkfTNLq9mksh988TkGwqwCtRMZF8tPRn6iwoALzT88nThWHm4sbpz87jU9vH6oVr5bbTdSNj0+GenalBAt2q0DKaHSUeiK56vIqXka9pHyR8vSp2Sdr7dCQDeR+CwK8wHc1eG8Fj4dCR6Bt+bbUc6yn83LuQ2azpdwEyrxLO9l1eqdka7kJ3B/3hL41+6KSVPx87GearmjKtefXko8zJKMgMwtM92rubOm1hTK2aYWSnWydckyQ3mfVRDwe/0ZgobTtDbIFj9LHs7YocncXA2t6IWgnJ/G4utwpXbBL0wLXdqYt9ZbW49DDQ5grzen6XlcUSf+lRt8iJzo+Gs+9nnxzSLdgaXLArNMI/Rlqzs7i3i0gbzM7yQVvyBAhziqHwoXF3xeyN7vr5k0R6Hr4UASLjh9Pdj5t7tycUjalCIsN4/DDw7qvk0uTSNVRX2Fj37kcfo+P6u4rdXDt+TWiE6Kxs7DjxssbBk86XUf9hlOY9mxghSQMMVxHzxcB+XXrRD/07Fmm2ptr1K4tNhOePROi3W3a0PUO3Jgfy8DLogx73ul59HvilbFvL6TC4/Fv+TPgNXs2TJiApDThy85woyRYxkPJd2kPM/oYamkpFp8gsrsKyD0KMrsyjeuo33DSkQ2JBKUixHF5Ffdq7mz+eLPWjfVvWqSb25mZiQynRo1E+Wv79rL6ezOlGV7tvQD449wf3HqpYfy/dQtatIDJk4WGXOfOQgIkXca1SiGMmdKbApDq59EdQDX0M1GuHRcnNLhGjBDzj/r1Ydo0EWiXm41cq5YoZbxxQwjXm5gI/dGPPxbP16kjyi9zGrXhU/ogXlCQeDwXA176tHwBRu8bnen5TX6gINhVQAZiE2L5/czvVFhQgal+U4mIi6BeqXrs/2Q/RwYeoYlTPhD+U6mEPa+GDjQ5syoyXbAoaSLZ+b3O/HZSDIrftPgGU5MsStvpygYC3pnB7oqikxnffLysS7oPmU3A9Ch868zHu9QofOvM59H0KNyHzMbB2gHvnt5s8tiEg5UDl0Iu0XB5Q2Ydn8WWG1vkZxRkYYHpXs2dAM8AfAf54u3uje8gXx55PsqRQJcqPg7Pm/M0DsBqnbTRN+dlrezF3R0CAlKc7N5/X2SwuLuLHTFIMzHQtqsSFR+FhEQL5xbcHnmb7X23GxwovPr8Ko2WN2LhWZER2LFiR/0BMzNz/RlqXl55p5ysAM1cuwZ79qBSKvD7pKW8ALaa7NbtOndOfC6ePYOaNUWgq3z55KdNFCb0qNoDSCpl1EYuTSJ9bvngkjBHlGaUOpGllH+1XlfjMo0Zs3+MwZNOpaUVCyy6AVoyegEvi24oPUfDgQNCLPjsWbEQOpfz5exZxtJSlLQePgz37mE/ehJrTpdiuzeYJCL69ezq23OL2bOZdfgnVtUT79HnTDmCfo7K/jFUXcq4bZtxr1uAYaiDXXfvZn+27X+M7Y/2Em1jmTHgAiISo4AIGzPOvbqS000ziJolapIoJWJmYsbq7qv5ufXPAFSyr0T5ouUznmBjIwI9lSsLXeIOHYRAux4+rPghXat0JSExgdH7RyOp10lqo5t69cT4YWcnsrJ27BDOzVFRMH8+jBoF8+fj/88soZWmZc80WSvN4Z2Qkrl5U5TZt2gh5pmXLsGPP0LDhiL4NXw47NkjLyu5WjWxqXP7tiiTVHPhgshY9fPLuXJ+HevN5MdGj861kka5Wr5+AX7yEyHyGQpJyuviDvrJ79bFeQVVogrva9784PcDAW8DANHJ/trmVzyqe2StlC+n8fMTwRkdqBTg7zOf4Iol0wj1rbi4gqE7h+Jo48gjz0fGsz738REdYmAgPtXEjkhqUU1TE1P+6flPcnmPMQiJDOGLnV+w8+5OrceogyBpginqBWb67kEdCNmyJW84pWnAb5sXra/oF9T0rTPfMFcxTezbJ3bGa9QQZVoghLbff1/YJN+5gypRhcsCF52DjbOtM488HyVnbckRkUyUEllwegHfHv6WOFUcJQqVYFW3VXxU+SN8bvlkcDp1tnXO6HSa6p5MOdDZICe8/N7/5uv2DxyIz/m/8XS3ItAsOvlhJ1snFnRYoHthPHasmLiOGQPz5hm3XX5+0KWL0Oho3FgIzdrbZzjs8MPDfPD3BzhYORAyPiTjxoJKJQLs2koeFAqRofjokVEDs+rgtCSlTQHW2FfKYNC2Qay9spaBdQay9spavcf7DvLVqGvoM6k7nrHb04wbzmEi0OU+Y1vKgw8eCPHxmzdF4GjlSrFhkZ9JSMBvxjBaJ/6l91Cj9O05zOYbm+m1pRcAf+yGkXYfwMGD2f/Cb98KkeuEBBFoqZyzpV75uv/FyO2vXBnu34f9+3OvFCufkdxXa0nrso+CYhZFuKt8i7WZNdt6b+PDinnTjGHZhWUM2zWMVuVa4TfYj1F7RvHnuT8Z0XAEf3b6U/uJjx4JaY6QEDH33L9f9Ps6uB96nxqLahCnimNHnx10MakqgkYnT4oDOnQQ5hVOTlqvsWHpV/QL0S/4732pIn233U/74MuXIrC1Y4do77tUaayFCon7v0sXUaKpL2M9PFyUSCYkiIoK9Yazqyt8/z188IHhZlSGIGO9CQizslwwfNpwbQP9fPSP//ZW9oRGhyb/LGsemcvI7X/zUfSigOxCkiR23d1FvaX1GLhtIAFvA3C0cWRJpyXcHHGTXjV65a9AF8gS1lZK4BZdMo04fkJiAjOPzwRElpXRAl2QnA3ks+lHPHqTwT0mITGBjzd/bNTa6VI2pdjeZzsru67UKn6ZIaMgj+9S6EOu+LpskXZdqLWP7t5NGWDVX5PKGPXtqoDQ2vJ/4p/8sz7jhmcRz2i/rj1jD4wlThVH5/c6c234NT6qLFx5ZGfWqTPUfH1F2ZCvb0qGWgF5mydP8Lm4XuhlpAp0gUwdBvW9a+zMrp07xUQ5MlLssB46pDHQBdDKpRUOVg68jn7NscfHMh7g769b2yO1a6iRUCWq+HrPV6JfTJ89lMmUf3VmV6lCpWQd/yxCczmK+4xtBEyPYoVlbwBssRQZvakDXSBKRk6dEuUnMTGi3GPSpPwtQm5qSnAJa1mHGqVvz0HOBJ5h4LaBAHgW68zIc0BERM68eJEiKQuwglLG3KWglNEgdJVnqbEuUYZzkx/TrmI7ouKj6OTdic03NudgK+Vz9PFRAFqVE1IYBx4cAKBdRT2Bz/Llxcarra3QxOzfP8P8PL2hR/nCZRnTVGwKj930KbH1a4tAV+HCwiV3zx6dgS6Qr/3qeOuJKGFMTfHiQmZm61Z49UpsiA0fLl7z3Tv491/49FMoVUoE8mbOFHMVTeuS/fvFvLtKFbHRM3y4KPP09xdBs2bNxPVTnRsXG43XulF85dUer3WjiIuNznhducg1csolwye5bp+pA13w39LzypEIRkREBE2aNMHGxobrSdkPlStXxs3NDTc3Nw4m7V7dvHmTli1b0qxZMw4dOpQTTfu/5/iT47iucqXLhi5ce3GNIpZFmNl2Jve/vs+whsMwU5rldhMzh1xh7XTHbb6xmQdvHuBg5cCwBsOM3iyVAjwDl+sYmo1fO61QKKhQtILOCYE6jdX/iX+uLDCNxZvoN6yJlTdRlC3SrgtnZ7C2FiLWD5IWWOpJhqkp119cx3Ofp6xLyXVS9LnlQ63FtTj08BBWplYs7rSYHX12UKJQ2t0v2U6nedUJrwCdqObPxbNdosZPtaygTHaUMa5fLxySYmOhWzdRYlG4sNbDTU1M6VZFlOdtvamhlDEXJpH9F7QiKFK79kmavlIGr6Nec/f1XUDolMnhl2O/cPzJcY3PKS2t6PH1IgDCiSHeVMuOta2tKE37JknrZeZMUbIWLpxR8qOboezFlTH69hwi4G0AXf/pSkxCDJ0qd2Ju5ZHiiaCgnDNi6N4dlQL89vyZr+6H/xwFIvUGIWcjMTAyiIshF9nZdye9avQiPjGe3lt6s+zCshxqpTwkSeJoQFKwy6UVj9484l7oPZQKJa3Ly8gaqlNHBKvNzUXG/ldfJQd3Mpg1JRl61LoaQqlYc+4nvmJBnRiRAXX9Onz2maxMKH3u8MlakvfiRRBOG5aWYoNs0SJ48kQ4LE6bJsTnJUls3EyaJCooKlUS2ei+vqii3okxbNP3+LmA6qMOcP682HCLj0+5/pkz8NFHIpi8YwcT/+iG9XRrxjz4kz/CDjDmwZ9YT7dm4p/d9f+eNZHJ9WZOIcftUxP/JT2vHAl2WVlZsWvXLjw8PJIfs7Ozw8/PDz8/Pz78UKSUTp48mVWrVrF//35++OGHnGja/y1Xn1+ls3dnXFe5cuLpCSxNLfmmxTc8/Poh37T8BmszeTuoeRYNovBp0CDAnSglMv34dABGNx1NIfNCRm/Wjjs7ZNVOy11IyUVuICU4IjjP71Jow+eWD9UXVWf/m3NCp0HXABypFCLtWcXEBKpWFd+rhb4TEgixgS/qB1FnSR2uPr8q61L6dl8i4yL5bPtn9NzUk9DoUOo71ufisIt82fBLFNmZol1A3iM0FP99y3TrZST1Jd8d+Q7/x/4EhQeRKKXK7FFndj19mhwAyRKLFqXYoQ8YIEqd9ZRSAHhUF/MCn9s+adsHOT6JnPhndzaGnZB1rNw+9WyQWLi+5/Aend/rrHfSqUDBrVe3cF3lSvd/unP71e0MxxS1LIqlqfjdBgxWfOoAAQAASURBVIUHaX9xpVIEudatE26dO3dC8+b4zP8iX7oZylpcGatvzwHCYsLo7N2ZF+9eUKdkHTaY9UU5IMlUJzAwx4wYfBKu4TIaWrcKyFf3w38OdbDrzJmc0xvKxxgyrzVXmuPt7s2wBsOQkBi2axgzj88kryj5PHzzkKCIIMxMzGjq1JSDD0USSDPnZthayCyPdXMTG04KhXA8/OUX7WZNhVQMCF+Dx2UR1P65nQUhPmuhbFnZbdbrDg94BdZEKSE2vuSgUAjNsKlTReDq6VPxXj76SIxhDx+Clxc+I9vgMsVGjGE179B6MLiYLMRnSk/tm/XnzzPx92789moHqnRDsEoBv73cnrmAl3q9qes95aLhU2q3z8wEvLJjTZrT5Eiwy9TUlOLFi6d5LDIyklatWtGvXz9CQ0XqXHBwMJUrV8bW1hYHBwdevXql8XqxsbGEh4en+VeAPB6+eciAfwdQd0lddt/bjVKhZFiDYdz/6j4zP5hJUauiud1E45BaFF4b6QS4d93dxfUX1ylsXpiRjUYarSmvol6x7MIyPlj7AT03ydPjkjuIy0VuGqtjYUf5C8c9e0TdfS4TEhnCx5s/puemnoREhlC1WFV+LdVPaBhrG4CrjxUi7cZAnSFz6xZR8VH8/HQdFb+G5S6vMy7eNZDskFhW+0B4JvAMdZfU5a/Lf6FAwbctvuXUZ6eoWqyqcd5DHqYgM1gDixYRbCpDxBWYdWIW769+H6f5Tlj/ak21P6vR2bszX5+ZhteHhdlRBa6f2827uHf6L6YJSRIW5SNHiu9HjYLVqzO4kWpzgW1boS12FnaERIZw8unJtNfOxKZFZomLjWbeC/llXHL7VHUJY1OnpjonnWpTieVdljOswTCUCiXb72yn5qKaDNs5LM2YoFAocLIVk+ugCB3BLjX9+4uddUdHfBJv4BG2PF+6GcpaXBmzb89GEhIT6LWlFzde3sDRxpFdRUdSuPcAePEi7YHZbcSwaiIeb5YSmG49nR/uBznkq/GjTh1RfvXypZAXKEAnDtYOso5T99VKEyWLOy1mcsvJAEw6PImJByfmiYCXuoSxcZnGWJtZp5QwVjBQu83DAxYKsyLV1B/wvDFHp1nTtqrQyKE2kVIsk45MNrjdutzht5SbgHufH8UDO3dmLoDr5ARffimCZa9egY8PPh/XFPIN6fssGwmPXuBTTfOl4mytmadOrtbiHjnvxXbDSxqVShg6VPNzecTwyb2au0bzKzsLec6VQ7YP4eejP3P9xXWdnxdt87zcJteEmE6cOMHRo0fp0KED06ZNA0jzC7Szs0sOgqVnxowZ2NnZJf9zVluo/4cw9g3zPPI5X+35iqp/VGXd1XVISPSu0ZubI2+ypPOSDB+A/wTu7iK7IH3wxsQENmxIo0skSRK/+v8KwMhGI7Mc9AuNDmXlxZW0X9eeUnNKMWzXMA4/OqyzlDA1chdScnEt60qZwtr/xmkCLvoWmGrWrYNy5eDrr0XqcQ4jSRJrr6yl+p/V2XJzC0qFksktJ3Np2CUmf7le9wA8ZLbxGlKtGioFrH66k0oLK/HDs/VEpVprDak7hBVdV+h3SNRQZpiQmMDPR3+mxV8tePDmAc4WJfB1msIM0/aY8/9RbliQGZyO6GhYuBDHSHmH1y9Vn/JFyqNUKIlVxXL71W1239vN72d/Z0yLCLr1hVrH+2Ezw4ZSc0rRfGVzPvH5hB98f2D15dUce3yMwPBAzYFbSYJvvxUW5QBTpoiJtknaqYXPLR+tLrDmSnO6VOkCaChl1OVka8RJ5JvoN4xe0xeVCVoz5VJjbmKOi52LrGufCRJl1U3LNAW0TzrVjquf1f+MJZ2XcG34NbpV6YZKUrHs4jIq/V6Jqb5TiYgVWk7q/lxfGU8yjRujOnkCz46areLzi5uh3sWVMfv2bEKSJL7a8xUHHhzA2syanb234TT+pxzXycwR5+JcJl+NH5aWULeu+L6glFEnsQmxLDyzUOcxmjYSFQoFv7b9lbnt5gIw59QcPtvxGQmJCdnaXn2k1utSJao4/OgwIEOvSxOjRsHkyfiXg8DCGbUn1UgKoR08uGgbAFZfXs25IMPde3W5w/PhhyKA++CB0LbNCjY2qDp3wrPcLd19VgcyZG4BLKoepXuMV4DKBBZtnmBYuxITU/QOC6WrCHJyyjOGXqm1fGuXrA2QLCOhj4C3Afzg9wO1FtfivT/eY+LBiZx6eirNvFDXPC+3MdV/SPbg4CAi8h9//DErVqwAwCTVBPnt27fYaxG1nTRpEmPHjk3+OTw8/D8V8NLkpKbPFUEVH4f/7kUEP3+AY8mKuHYagdLMnLCYMOaemsu8U/N4Fy927ttVbMf0NtNpULpBjryfXMXdXbhS2dgIHZmiRYWtc7pJ5eFHhzkbdBZLU0vGNNPv5KeJtzFv2X57OxtvbOTgw4NpBs/6jvXpVb0XPav1pPXa1loXKArEjr2uLJ/MsP3OdmISNGeCaAy4LFggdogUirS/K/UCc/x4IWZ+/jz8/rtIM+7fX+jDVNOyrWJEnoQ9YdiuYey7vw+AeqXq8Ve3v6hbqm7yMe5DZtMt/heNnwtjctgpnvFfwOWSpyBVAKJJmA2/jztCozKNAFF6pOlzncEhMYlHbx7xyb+fJGe79HlgxeLNLygS8zPwsxhEFyzIE4NodqIrM7hMmTL88ccf2NvbJ2cGA8mZwcWKFctwvdjYWGJjY5N/zjeZwSqV0MlbuxZevsTV2hmnwhJBEUEag+jqvuTs0LMoTZTEq+J5Gv6Uh28epvw7spWHr+/z0NGSN4oYnr97zvN3zzkVeCrD9cyV5pQvUp4KRSuIf3YuVNh0kAobD1DeHApPnwPjxmU4T5tbllr8dEuvLfSs1pN1V9fhc9uHee3npS3LVW9apHcNdXIyyDVUzauoV1wMvsiFZxe4GHKRi8EXefjmoUHXiEuMo/GKxmz02KhTTyVRSkwJdjk1TXlL1dzpVqWbTsfVasWrsa3PNo4/Oc6EgxM4HXian479xJILS5jaaiqlC5cG9JQxpsP/8vYMu+GpkRTw1EaF/+5FedrNMKf69uzC67QXSy4sQYECb3dvGtyPkq+TaUQ3L//diwi00R5Ayy/3gy7y3fjRuDGcOydKGXv3Nu61/yPEJsTSc1NPdt/bjZmJGfGJ8ShQpBlj9G0kjm02Fnsrez7b8RmrLq/iTcwbNvTckFwentOk1us6/+w8b2PeUsSyCA1LN8zcBX/5heB7/wK39B5aNDIh2Sn4631fc+LTEwabkinNzDX3EYULQ6tWwqhm924hIp8FZPVZduBfDtwC0j73QGYOw4NX9wxr1Lp1QmfM1hbu3IHbt4XMi6OjSB7IQzq4ai3fcc3GMWjbIE4HnsbJ1omgcO3zSMfCjkxrNY3td7Zz8OFB7ofe57eTv/Hbyd9wtHGkW5VuFC9UnF+O/aJznpebro65EuyKi4tDkiQsLCw4duwYlSpVAqBUqVLcu3ePkiVLEhoaqnGgAbCwsMDCwogueXkIOQuD9DeMz8rxeN6aT2DhpAhrCJQ5OY4PyrzPrthrvI5+DYj02BltZ9CmfJsceS95BlNT4VZy+7Zwp/r7b1iyBPr0ST5kur/Q6hpaf2gGoW9dhMeGs+PODjbe2Mj++/uJT0wRRaxTsg69avTi4+ofU9khxc57QYcFGssZ9Q3OmUWvNbOVPcu6LEt7X8lZYEoSHD4sNGEOH4Y1a8RCvHt3ke2hdhYyIolSIovPLebbw98SGReJhdKCaW7TGNdsnEYzBa0DsBG4+fImEw9OZPej3ZAqEc9RWYTfNr2lX7GGKJICXSBvgQti1//vq38zas8oIuIisDWx5s8tUfS/Gp12Q0pd3pJHdo1ykhMnTuDg4MDatWuZNm0aCxcu1JgZrGkMmTFjBj/++GNONjfr+Phk+CwqwyJYUHQoHhFzZE30zZRmyYGqZO6VgxkjoFNb3mz+m0dvH6UNhiX9exz2mDhVHHde3+HO6zsp59sDw8W3xRNnUWHF5pRgWNEKlLMrx6g9ozT2PRISChSM3jeamyNuUsisEE/CnnD+2fnkAHEy7u5C8L5tWzh6VJRMLligdxIZEhkiglrBF7kYIgJcT8OfajzWwdSW1wn6F649i73PA9NwLodc5oO/P2DWB7MY12ycRt28u6/v8jbmLVamVtQqWSvNc+pJpz5alm3JyU9P4nPLh28Pf8v90PuM3DOSopZi5v40TPP70USOOtVmM0bv29XB5GxepOy4s4NxB0RQeE67OXSr2g0ubZB3spF1Mv9L94Mh5Onxo0kT+PPPAkdGLcQkxNBzU0/23NuDlakVO/vuJCw2LONGoqk9Xu99jft72jNXBtcdTBHLIvTZ0odtt7fx0fqP2N5nO4UttJuqZAeP3z7mcdhjlAolzZ2bM//UfADalm+b+bWAQoFj78/g+ni9hzqWrMjMtr3xueXD6cDTeF/z5pPan2TudTXRubMIdu3aBakSVTKD7D7LJuNjFd/Ie42KxSrrP0hNVFRKZvvkycI9spQ81+XcpHvV7liaWnI39C6/ffgbEw9O1DqP/L3j77hXc2dog6FExEaw9/5e/r39L7vv7iY4MpglF5ZofZ3U87xuVboZdW1rCDkW7Proo4+4fPkyd+7coXv37mzatIlChQphYWHBX3/9BcD06dMZMmQIKpWKn376KaealmfQZaOr7YbxmdQdD4vtSOk+2EHWiax56wcgNIza/EqPqj3+f4WsXVxEsKt2bVFic/Qoqps38Ld+ydGAo/gG+GKqMGVCc/3pqxGxEey6u4tNNzex995eYlUpu3w1S9SkV/VefFzjY616SvVK1cNEYZKhLEhXlk9mkWPNbGVmpTmVVb3A1LYAUCiEe8sHH4iU+5kzhV2w+l+bNsJBpW1bWc4u+rjz6g6f7/w82aWshXMLVnZdSZViWdspMpTnkc+Z5jeN5ReXo5JSdpjME2BC/VF8G1kXm2ufwwcZu1d9C9w30W/4cveXbLqxCYCWzi34+7cHuNyOyniwJInf6+jR4u+Uh3aPspv/q8xgHx8R1Exf4hQWhvtnc9iycjyebzfIzhhMQypHxqJWRSlqVZT6jvUzHJaQmEBgeKAIfj2/zcO/5orv7RU8dLbhtSqCl1EveRn1MjmTSQ5q8dPzwef5qPJHbL65ma23tmYMdoG4vxs3FsEuM7M097skSQSGB4qgVvBFLgSLAFdwpObgwHsO71HfsT71S9WnQekG1CtVj0ImllhPtxblD5q6KwmUEnh/vg+VCXy5+0vWXlnLhIMTOBt0lpVdV2ZYJKn1uhqWboipSeanWwqFgp7Ve9K1SleWXVjGj0d/5GWU0Etcf309vWr2omXZlnqv41iyIoTof7385GZoFDQEk7Mjc/Zi8EX6bu0rBLIbDGNM06Qs8lxy8/p/vR/y9PihFqm/eFE4ypnlU0f0bCAmIYYeG3uw7/4+rEyt2NVvV/Lmfbcq3fBf9yvBKxfg+CQU18evUUpTwWm5zs9x96rd2dt/L93+6YZvgC9t1rZhT789FC9UXOPx2cGxx8KpsGHphtiY23DgYZJeV2ZKGFPh2vUrnE5PJKhQYnKJX2oUEjiFg2ucI8rCjnzn+h2TDk/im0Pf0L1qd2zMNUSMMkPnzmKe6u8PYWFgJ08nShOy+6z0Mg8KBR6hJRgjPdctVSBBK7fB8hs0b57YeC5XTowh+QRbC1s6v9eZLTe38DzyOVt6bZFVeVLYojC9avSiV41exCbEcuTREf489ye772k3IEgtci9ngy87yLFg1549e9L8/I3aDjsV1atX5/hxzXbb/w/os9FNf8OoNm/EM3Y7kgWaxfYksI9VcPnzC1hYGMldMYd2P41OuXLia3g4dO6Mz70deG5sSqBJSo9oYWrBuWfncLbLOHF5F/eO3fd2s+nGJnbf252mJLBqsar0rtGbj6t/TI0SNfQ2xeu0F4lSIh9W+JDJrpN1ZvlkFVnWzOGB2jshpVJe2UTjxmLBcOsWzJolHGGOHBH/GjYUQa/u3TNo+cghITGBuSfnMtVvKrGqWAqZFWLmBzMZ0WiEwanWWSE6Ppr5p+cz8/hMIuIi0jznHliYOVsiKL+hE4Q/Fw+aGta9+j7yZeC2gQSGB2JqYsq0VtP4VtUU5e0PtJ+UTeUteZn/q8xglUpMoLRp+SgUuE/9h24PHoiMwQt+OEaAawU3lO+56b++OtgVEADv3mXUm0jC1MQUlyIuuCiK0mbQNPB/CFZW4jPfoQNhMWFpssIehD7g4duHXAm5wvN3z/U2IzgiGI/qHsnBrhltZ2jemHFxQQICnt3g4s2tyUGti8EXk4M/qTFRmFC1WFXqO9angWMD6jvWp26pulrdrdrY1uZg5FUhapX65ZN+/WNLdMPcwgqA1d1W06RME0bvG83mm5u58fIGPr180gTfU4vTGwMzpRkjG49kQJ0BfL7jczbf3ExodKhwbqzanRltZ+g0rXDtNAKnE+MJKqTSvvh5l3/cDI2CtmCykTNnA8MD6bKhC1HxUXxY4UN+7/h7yj2u1skMCtL8WVcoxPNGdvP6f7wf8vz4UakSFCkCb9/CtWtQP+PmQ54lG9cHMQkxdP+nO/sf7MfK1Ird/XanKSFXbtuO2+Bpmfocty7fGt9BvnRY34Hzz87jusqVgwMOalwLZAep9brCY8M59VTICHxY4cMsXVdpZs6CamPxeDIHhUSaz3iyocc+UG6ZAD09GNN0DCsuruDBmwfM8J/Br21/zdLrJ1OxoihfvHMHDhyAjz/O9KVk9Vnh4Po49YMK3lpIdPnUGmJIcWrXMMajgNbrPmBrr620rdBWd2NCQsQmPwiTHhnu03mJfjX7seXmFv658Q+zPpwlq/IkNRamFnSs3JG3MW91BrvUGNt4zRByTbOrgIwYYqOLSoX/r8MI7KHjQAWEWkqc2rvMOOn+ObT7mS2og10BAfj0qoXHvR1IpA39R8VHpSkVjY6PZs+9PWy6uYldd3cRFZ+SXVPZvjK9a/SmV41e1CxRU3bGXGh0KCsuiZ3ECc0nZHuUW+499SzimXFesFo14cT2448wdy6sWCF0vXr2FIPdN98IbS/zVNoqOiZIV0Ku8OmOT7kYfBGA9hXbs7TzUsoVKWec9qZCm+5dopTI+qvrmXxkcobAYc0SNVnQYQFtJiyCt1tFsM82aSEtM9gVp4rj+yPf89vJ35CQqGxfmfXu60V2y4bcKW/Ja/zfZgb7+8vS8lHOmInb8uWpjv1FXt9cvDgUKyZcju7c0b2wevkS2reHS5fEPb57N7QU2UR2lnbULVU3jWYegF+AH63XaNe0UuNY2JGGpRtiaWrJ/dD7XH1+lTql6pAoJfIg9EFKtlbsAS5+A2+sDsLmg2muoVQoqVGiRnJQq75jfeqUrEMhc80BvPS8i3vHNYQTXtJeUcq1JRHomj1yW/JjCoWCEY1GULdUXTw2eXDz5U0aLW/E2h5r6V61O2D8YJcaWwtbxjcfz+abm7E2syYmIYZtt7ex885OPq//OdPcplHKJmMphdrN0OPxbxkWP+o3nF/cDI2CjGCyMTJnI+Mi6bKhC88inlG9eHU2f7w5bdm92ohBl05mNrh5pb4f0gd485u7pS7y1fhhYiI2Dw8cEBnz+SXYlY3rg+j4aLpv7J5s6LC73+60c2cjfI4blG6A/xB/2v3djjuv79DirxYcHHAwRyoHkoNdLq3wfeSLSlJR2b4y5YuWz/K13St0YsucOXh2EGL0apzCRaDL/RaA2DC1cHNjbru5dN/Ynbmn5vJZ/c/Syh5khc6dxRxj164sBbtk9VknbIBI/FxEOWNRGwd+7uHA5eg7lChUgi5mtVgdejiNiL1SguHFOnLZJoLjT47TYX0HlndZzuC6g7U35ocfxCZh48ZpZHHyCx0rd8TWwpbA8ECOPznO++Xez9SaVK6hmrGN1wyhINiVh5B7I5S0KQn+/gSrwmQdbxS9hRza/cwuVM5O+LtA0PNDjAmI0uzkkVQqOmznMDbdEAEutag/QIWiFehVvRe9a/amTsk6mSoJXXxuMVHxUdQpWYcPKujI2DEScu+pMfvHcOHZBXrV6EXjMo2zXu5arpxwZfv+e/H1jz9Q3b2D/0+fErxmPI6d++I6bDrKg4c0TpBi5v/GL/bXmXViFgmJCRS1LMr89vMZWGdgtpTi+qyaiOfNeSnClyHgdGI8Qyt4sF15LznYpqaoZVF+afMLXzT4QpQnVfeDrVvh5k2RyQaygl23Xt6iv09/LoVcAoRm3Lz281LSx3OpvCWv8X+bGSw3iDl1asbH5PbN1avDsWPi3tW2sHr6FNq1E6XgxYvD/v1Qr57eZr189xKlQpmm3Dc16Q05mjs358ijIwzbNQxLU0suhVwiPDadjpYVmKmgllNKtlYDxwbUKlkrS+LC80/PJyQyhPJFynPl84us/HcKD17do2Kxyoz4+LfkjK70NHduzsVhF+m1uRf+T/zpsbEHk1tOZmKLiVx7cQ0wfrALRIkBCLHmS8Mu8b3v9+y4s4OlF5ay7uo6xjcfz7hm4zKUVroPmc2WVaTt74BCCQrWVhyfL9wMjYbMYHJWMmdViSr6be3H5ZDLlChUgt39dmNnqaGMx8hGDHJxHzKbzX9JfPxkTpoAr9M7JV7Vx/4n7od8N340aSKCXWfOwJdf5nZr9JON64Po+Gi6/dONgw8PYm1mzZ5+e2jl0irtQUb6HFctVpXjnx5PDni1XNWSff33ZauZ17OIZ9wPvY+JwoQWzi347sh3QNZLGJMJDsb9FnS7DdVGwr1iMPMgjD8pAjypjwPoWqUrH1b4kIMPDzLuwDj+7f2vcdrRubPYAN+7VwQnsxC4dx8ym/V/xdPviVeax9V9Fn81xmXHCALj1NneryD6Fdam1hz45AB1StVhUWw0izZPyDDGxyTEMGT7EP65/g9Dtg/h4ZuH/Oj2Y8Z1x/XrsHKl+H7ePKNIteQ0lqaWuFdzZ/Xl1Wy4toH3y72fqeu4lnXVK3KfHcZrhqCQJE2h8PxFeHg4dnZ2hIWFYWuruTwhP6BKVOGywEXrDaOmjUsb/lJ049FUT1oP1n9d3wo/4Tbg+yw0TCU0r7QNJuoU+0eP8mRJo8+qiXjemJsi4G8A5ezK0atGL3rX6E19x/qZCrSoElX4P/Hncdhjxuwbw5uYN/zd42/jCkDqeG1991R6UcKydmXxqOZhvMAX4HNhHZ67RxEopQRonSIULNgjJe0spXDKGT7tCreTJBN6VuvJHx/9oTFTwRj4rJqIx+PfMgZA05cyASaYMLLxSKa5TcPeKpWmx4YN0K8ftGgBffsK62cPD9i8WeNrSpLE4vOLGXdgHDEJMThYObCi64rkjJBk1J89feUtufjZy+/9b55uv58ftNafGaUVOffH8OHCsGPyZPhVQ9nCvXtCl+/JE3B2hoMHZTkq6TPGUNOxUkfCYsO4HHI5TfasGktTS+qUrCOytexr0MB9FDVegvmrN6Lcxwi8fPeSigsrEhEXgbe7N31r9TX4GvGqeCYcnMCCMwsAob9y/tl5nG2deTLmiVHamRpVogqLXyxQSSoCxwRSxrYMxx4fS9YQAyhRqATTWk3j8/qfZzDwUGeyHn56lF9Ct2FnYceLCS8wV+bvLB6DUPfb+vD2Fv16JhizbwxeZ7ywNLXEd5Cv/sBnLkhFvHj3gpJzSgKwquQwXEpVzTF3yzzd/8ogW9q/axd06SIy5W/eNM41s4tsXB9ExUfR7Z9uHHp4iEJmhdjTf4/mBbncz/Hff8Mn+ufdL9+9pOP6jlwIvkBh88Ls6Lsj26owNlzbQD+fftR3rM+FLy7w3u/vcS/0Htt6bxPmFVkl1Ryixgi4WQKOrIbWAemO8/VNDgTefHmT2otro5JUHBxw0Dgb8/HxYqMsLAxOnYKmWdsAOvb4GK1Wt8LB1JaFxQZQumQlXDuNYPv9XTrnHVt7bdWrZZooJfL9ke+ZflwYl31S+xNWdFmBhWmq8uUOHcSmX8+eIpibTzn44CDt1rXDwcqB4HHBGo2+5KCe7wEaRe6zy41Rbv+bc4I3BehFaaJkQQcxUVakW2WrfzY3MedIwBFqPZnEHQcoE5aSupkehQTOYeA66Ado0EAsZo4ehbg4+Y0KDoZffpG/a5LHUAcyAm0MC3R9VOkjTn92mkeej5j94WwalG6QqaCPzy0fXBa40HpNawZvG8ybmDcoFcocW1Dou6cUKFjvvh6fXj70rdk32RFt3ul5NF3ZFJcFLozbP44zgWfIbFzc55YPHrsGpgl0AQTZSHj0Ap9q4udIcxjdAVp8KgJdJaNM2NJzE1t6bcm2QJcqPg7Pm/M0Zvqlr2X6oMIHXB1+lYUdF6YNdIGYlIKYmCYkiO+1TOyeRz6ny4YujNwzkpiEGNpVbMe14dcyBrrU11iwIKk9Wu6/bChvKSCPoNby0dH3qBTg5wIbaoqvqjQBWxl9c+p7Nz1Xrog2PHkC770Hx4/LCnTJMcZQs/f+Xk4+PUlUfBTWptbJ/dT0NtO5+uVVIiZFcPrz0yzqtIjPm42knqo45irg8WPdFzaAX479QkRcBA0cG9C7Zu9MXcNMaYZXBy+83b2xMrXi/LPzANlWBqM0USZn7qrLq98v9z6nPzvN5o83U8m+Ei/evWDEnhHUXFyTf2/9m6YPV7sZThsp+tew2DAOPjio8bX+s2Rz5uyic4vwOuMFwJrua+Rl+Kl1Mvv2FV9zoG+/+VJ89ssXKc/gL5fg1n10vi9dzNeoRepv3xbBgbyMIVlVBhAVH0XXDV2TA117++/Vnnki9/M5bpzQWHr1SudhxQsV58igI7R2aU1EXAQd1nVg++3tBrVfLqn1uh69ecS90HsoFco0emRZItUcIjopjmGVkOp5hUJsYqXSA6xevDojG40EYPS+0SQkpj4hk5iZCRkEEMHcLKI2qmrzXnv6DftDSPUolTrnHWqTt7iEOPwC/NhwbQN+AX6oEtNmnpsoTPi17a8s77IcpULJuqvraL+uPW+ik+wc9+8X/8zMhEZxPqZ1+daUKFSC19GvOfgw8+O/ezV3tvTaQhnbMmked7J1yrZAlyEUBLvyGLpumK29tnJ9xHVaOLcgQhXFl12geFRSAkq6z3Zy7fI5B5GqevGiENBzcwMHB1G7/uefcP9+ykkJCUKP5c8/ha5S+fJQujRMmyav8XlMN0hnIEMPE1pMoIlTkyxlNakj3el1nlSSij5b+uBzyyfT1zYEfZ1Q31p96VGtB949vXk54aVRA186HUaTfrWjO8C+ilBrOCxoKh4ffAlu/p5Iz1fZ64jjv3uRKOXR9mdOevxnl0858MkB7QYEVaqIScObN0JYFjSWMe6+u5tai2ux+95uLJQWeLX3Ym//vbrLTdXlLWXS/v0oWjTPlw8XkEV0BTsVCnyqgctoaD0Y+nmIry6jUwLIyejqm1M5Mqbh5EkxXjx/DnXqiFLHsmVlNVuOMQZAnZJ1GNt0LOt6rOPmiJuETwqnfSUxIU6UEqlVslZGF0MXF/E1IEBWW/Tx8M1DFp9fDMCsD2Zl2fSib62+nP78NNZmwhTGL8CPNZfXZLmdmihTWPQJQRFByY8pFAo8qntwY8QNfu/4O8Wti3P39V3cN7nTclVLTjw5keYaShMlvar3AuCfG/9kSzvzLPqCyRoWgnLZd38fX+/9GoBf2/xKrxq9stLSbOXWS5FeXb149VxuSQGAyIApX14Eis6fz+3W6EbuvN+A9UFUfBRdNnTh8KPD2JjbsO+TfbiW0/EZlLEphIkJvHghzJKcnGDIELhwQevhtha27Om/h+5VuxOriqXnpp7Z0o+nDnapgw3NnJslm6ioElU6AzN6STWHiEkaSi3VsSsdeoDT3KbhYOXAjZc3WHJ+icHvSyOdOomvu/WLmevjxFMxjqV2IZZr8lZmfhlar2lNP59+tF7TGpcFLhrXY5/X/5w9/fdQ2LwwRx8fpflfzXn06j5MmCAOGDVKiO/nY0xNTOldQ2zweV/zztK13Ku5E+AZgO8gX7zdvfEd5Msjz0e5HuiCgmBXnkTXDVO5SAWOnnyPufvBMh4uO4J1PBSJTnsNp3DYsgncT70VZSpr14oAVvHiEBkJO3aID2rlymLR7OQEhQsLzZZRo0TafkCAGCDkfpjzmG6Q3kCGBhQocLZ1znJtsZzMhtH7Rhs+cGUSuZ2QlZmVUQNfegcfBTy1g44DIKAolH0L+/6GVdvBPppsD6AGB97SfxBQMcZad+DTykpMTgGeJYn9pwp2RcVHMXL3SDpv6MzLqJfUKlGLc0PP4dnUU97i2t1dfB59faFHkitFly4Fga7/B7QEO31a2OPRGwLTZW4H2ZImYxLQ3TerM7Xu3hULgcOHYd8++PBDEbht0UKUQpQsKbvJco0xvmnxDXPbz6V/7f5UK14NpYkSj2oiFX7rra2aTzJysOu7I98RnxhPu4rt9LsvpULXIqRWiVrJunsJiQkM3j6YkbtHEqcyIKtaBmrdLk19rLnSnFGNR3H/6/tMcZ2CtZk1J5+epOWqlvTY2IPbr24nH6vOZtt+ezvR8dEZrvWfJZsyZ689v0avzb1QSSoG1RnEpJaTstbObEad2VUQ7MpDqLU/ly0T/a8qZ+aKBmPk7Mh3ce/o7N2ZI4+OiEBX/31pAhoa0bMphEIhHMJXrxZVLrGx4vuGDaFZM/GchooXS1NLNn+8mSF1h6CSVAzePph5p+bJeh9yeB75nNuvbqNAgWs5Vw48OABAuwpCryt1ZYi+wIxOkuYQMWbid5Mc7HJy0rphWtRK6NIC/OD7A6+jXmfuTaamY0fx9fJl+OOPTN/XiVJi8qZNC+cWyY/LnXe8ikqb2RcUHoTHJg+Nv9d2Fdtx/NPjONk6cfvVbZours+Z0Gti3TxlisFtz4v0rSlK9Lfd3qZRSsIQlCZK3Fzc6FurL24ubjrdHHOSgmBXHkXjDRMfD/37o1y5irFnTLhUbjpNrCoTZQ5vrKHJU/hjF/iuhkdeSS4bKhUsXgxXrwqx8BkzoHt3KFEi5cXevhWaQDEx4ueiRaFNG9EZvX4tHDT07X46OYnX2rAhzwzMhgrzq8tnvDp4ZfkDKneHwf9JzpV+GtoJGSPwJdtqVoJRZ+D6Imif+s+WXQHUmBjw8sJx6XpZhzuWlBHwVZeDhYSIr0nBrkvBl2iwrAGLzi8CYEzTMZwdepZaJWvpvFyGxbQCkWnz6afigLy+41uA8Ugd7PT2RnXkEJ49rDQbbaTKmFQp0J2Z4uMDdeum/DxzptDn6tgRoqKEKP3+/QZrY2XanUelotvrYigx4VLIJR6+upfxJCMGuy48u8A/1/9BgYJZH8gvR9C1CFHFx7Fx81RevHuBEhMmNf8GBQoWnV+E22o3gsKD9L+ATNTBLl3XtLWw5ec2P3Pvq3sMrT8UE4UJ225vo+aimgzfNZyQyBCaOjWlrF1ZIuIi2Ht/r9Haly/QljkLQgfIwA2FkMgQOm/oTERcBK3KtWJZl2XZYqpiTG6+Kgh25Sl8fIRAPcCmTUJzycVFPC4XlUrMxbN7Tq7OqtKGAdmR7+Le0XlDZ3wDfClsXpj9n+ynRdkWes8DtH+O1QGdPn1g0CA4d05oRvXvL8rQTp8WOl5lywp3vaC0fampiSkru65kXLNxAIw7MI4pR6ZkWtYjNcceHwOgVsla2FnYcfjRYUAEWLRVhugKzOjE3Z1oG6E5ZTV3gZhLPHqks38bWn8otUvW5k3MG6Yc/g6/bV5sWPoVftu8UMVnYuPG3z/Fif2rrzJ3XwM3XtwgLDaMQmaFqFOqTvLjmXX7UyclaEtAqF2yNmc+P0Pd4rV5kRiB22D4d1J3sLfPcGx+pKlTU1yKuPAu/h277ma9xDQvUhDsyi/ExAghvI0bRQe9cSNVh07ixPhbzGr1CxYJcMYZprSFp7Zgkr4fnjMHqlaFzz+HbdtEOi+IrK02bcQi2tlZPPbmDRw5kpL5NWCAKHsEzbsmkgTR0WKR1K9fpjswYyMrQJEKY9YWyw3yyA4G5TKZDXzJHXy+OiNskAurx88slI/oJC5OiHFXqoQ0ZgxvEt6h1DEHVEjgHKnEtdMInZdVJarwq2kjdJPi7qJSgMrUhNknZtNkRRNuv7qNo40jBz45wLz28/S6xunc0WvUSBx06xZERGhuS1bS3gvIm6TS8vEvryQwQn/GpH854OuvNWem+PiIMSU0VPtrfvopFCpkcFPV7jzpdQLVaMyg9fEBFxeKtetOq4dCY9FnYKOM44iRgl2SJPHNIeHK1r92f+qWqivrPF2LkJ6belLyByv63voZABWJ/H1gDpOK96CIZRFOBZ6iwbIGyYucrKIuY9R1L6gpXbg0y7os49rwa3R5rwsqScWSC0uotLASPx39ie5VugOw8cZGo7QtX5EumIzarc/X1yCNU7Wg9pOwJ1S2r4xPb598IfivzuyqVix9/XMBOY7a2TC9Vpfa2VDOvDqpL6V16+yfkyuV2s0bdJTJpedd3Ds6eXfCL8AvOdDV3Lm5YW1J/znWFNBRKIQ4+rp1Qkvs55+FXMvz5+J7Fxfo3VsEZpICWgqFgt8+/I3pbYRg+a/+vzJi94gsz61SlzCef3aetzFvKWJZhHql6mmX/9ATmNGGJEnEJIiEBkv33rL0AFNr/i65sJTWV8bQL+QPWl8Zg8tka3xWTZT9+sn3dfr+1JD7Ogl1CWNTp6ZpZA70zTt0oS8BoXTh0hwL6cBHdyHGDHpGrWb+qflGCXrmNgqFIjm7K6uljHmVgmBXfiAyUti27twJlpYiWOUhSj2UJkomXi7ExaXQKAjeWsFAd+jeB0Js0l3H1FQED775BrZvFwGv+/dF2YqvrxAhfvBAZIJ17y7KGl+9EjtDf/4pOv70OkTqyPbrdCmumejAjI1rpxE4RSq1CvgjQfFoBeu2mYhsOFfjiehlOrMhH2BI4Gv77e04WDnovebvTVNpDRkwQZKNSgVr1oiA7/Dh3IwLov1QC9z7gEqJEL7TpntXfaxOsd7kwJTVRqGb1PQ2zmOhTrEtfHPoG+IT43Gv5s614df4sOKHepuqd0cv9ITYhZSkDJoTRkt7LyBPIzdIfr04sGIFvHuX9gmVSgTB9DF+fKYyAuSYraTJoFVPhJOEjnsmVRdvKROWcRwxUrDrwIMDHH50GHOlOT+3/lnWOTo1CJFAgtcWac1QggqpmPHCh1+LfkytErV4/u45bda0weu0V5YnynIyu9JTvXh1dvTdwdHBR2lcpjHv4t/x49EfWX9NZLnuuL2DyLjI5ONV8XFZ39HPD6QWhv/pJ5FV/OwZ/CNPxyxRSmTgvwM5G3QWeyt7dvfbndHIJA/yJvoNIZEiG7la8YJgV66iUoGnp2bnZfVjo0fr7pPT9aXJZNecXKVKERwvXDjtczrK5FITGRfJR94fcfTxUWwtbDkw4ADNnJtlrj2GGDyULClK0QICRAbd++8L7WL193XrwvLlEBWFQqFgkusklnZeigIFSy4sob9P/yyVpqcOdqlLGD+o8AEnA08avTIkVhWb/L2VmZXs80J992h0Jg8qpMLj8W/yAl7GuK9ToRanT1/eqmveIRetc6vAQArP+Z3t/8CX9u2QkBh7YCxf7/36P7GhrA527b6zixWLh/7nxvqCYFde5+1b4WBx+DDY2MDevfDRR2mPefCA6i/h5EqYfgjMVLCjqrCZ3VAz1Rp+6FAhMjxzJnTtKvS70lOhAnz5Jfz7rwhgHTsG330natsVClFKqcbMTGNmCZCpDszYKM3MWVB9LKBZwF8BLKkynv7VeuMWAMplK4z22pnKbMiH6At8eZ3x4nW0llr/dH+TZK2hRoWMJ7yemCgmLjVrwuDBvAl+hKe7FbVHmnCwTCzmSnMmt5zMOmdPnN6lnRQ5vVOypdwE3IfM1np5bYGpYBu4YfYGC6UFK7uuZMvHW3Cw1h/007uYJmlHr3FSdtfZs3rbkum09wLyLHKD5F93hK7177Dn255pJ2T+/hnKNTQSGJhpl13Z7jwaJsI9bok++owTbK4msWHhUPweHBbvwQjBrkQpMTmra2SjkbgUcZF1nl7hfQVay0pn3vuL4wOP0q9WP1SSijH7x9Dfpz/v4t5luIxc1L9bOWYA6VE7N27y2ETFohWT++kYVQxTfaciSRI+qybiMtk6azv6+RFzc1FmAzB3ruZFWjq+O/wdW29txczEjG29t1HZoXI2N9I43HolIstOtk7JotgF5BJZdTY0clBBFn//LbLM7e31Z1VpIDIuko/Wf8Sxx8dEoOuTA/JcS42JmRl8/LFwq79yRayVrKyE/MsXX4jSyPHj4eFDvmjwBf94/IOZiRkbb2yk64aumerDX0W94vqL6wAoFcrkzYb3y74v2xXXkMoQdVYXoLeyQI3a5EsTyXIJN+fpD4oY2bFTkzi9Gm3zjuLW8syu1l1dx4NQDRI4U6ZAdDSmzVuyaORefvvwNwD+OPcH3Td2T7NBlB+5t+dvTFWQgIqhL1b858b6gmBXXublS1FiePKk0Ew5dEjsVKQnSUDeNBEmHYcLS6H+Mwi1Fg5dHr3gRSGEdbwhmJmJTLBffhF17i9eiCyvwYPFrmd8vO4U/0xaDhsT9yGz2VJuAmV0BTK+/FI86O0N4eFGeV2DMxvyOapEFWeCzhCTEMMXDb4gZFwIWz7eklxmoxFtWkPvR6Pq0jnT7RAlfN74eU9HVb8e9O6N6s5tFreypvK31iysHY2KRHpU7cGtkbf4te2v9P/Mi4DpUfjWmY93qVH41pnPo+lROgNdOk0IFIAE9lb2DKozSLZmi1ytt8l1X7GjCpy8vpe7r+/yIvKF0dPeC8i7yEnXt1BaIJnAzirQqdh+Kswsxa/HfhUTZEOMH7JgEiHLGEPDRNgxEqokacj26gX9WofSet0HIksx9rJ44u3bFOdTA/G+5s2V51ews7DjO9fvZJ+X2bJzSQFPbVRcPLiGdT3W4dXeC1MTUzZc30Czlc24H3pf/0U0kFqgPjNZYgqFgo9rfMzNkTf5vePvWJsKB8l5p+dRbaYTPR//RmChtH2GQTv6+Zlhw8DaWix4Dx3Seehfl/5i5omZAKzsulK3c1weo6CEMQ+RVWdDIwcV9BIbm+LW/u23IuAlN6sKiIiNoOP6jvg/8cfOwo6DAw7SxKmJcdqWWWrXFqYAQUEi0F2hghhn5s6FSpWgSxd6Bdqxs892rM2s2f9gPx/+/SGh0TrkADSgzk4yNTGlx6Ye3Hl9BwDPfZ5MPz5d1jUMqQxRB7sUKDAzMZN1jj6TL/W45r97ke4LGdGxMzA8kIC3AZgoTGhSRvO9omneETgmUFaJ4577e6jyRxUGbRvEnVfib8KlS8LkDWDuXBQmJoxvPp7NH2/G0tSSXXd30Wp1q3wjS5Men1UT8Xj8GwnpIkL/pbG+INiVV3n2DFq1Eh+y4sWFwGQTLYPAiBFpBpVaL+D0CvjpCJiqwKe6yPLa1LqE5vPlUqyYEHlctUoMBDNnyjsvmx319OE+ZLbuQIarqxAXf/dOuLIY63XlZjbkczSVzlVbVI1lF5cRFJGSPeJg5YAZuic/sgdPve3oT+t73+HS5io/fWhO/aklGdE6itdEUaN4DQ4NOIRPbx8qFK2QfL7SzBy37qPpO+x33LqP1lm6CPKyPIIjgw1KNZc7WM5OOEq3vtCioh9V/qhCybkl85whQgHZh75gugIF3j29uTXyFmMSGlI0Gp7Ev2KK7xTKepXFI3QJhypAopwYbBZNIvQaY2gYH3yqwe1iGa8VFB6Ex45P8GmSlIHy+LHB7YlJiGHKEeGi9G3Lb2VlXKrJatl58PMHKBQKPJt6cmTgEUoWKsm1F9douKwhu+8absdeunBpQJSoGLrYSo3aufHQwJSgzp24Zzoz1WTt6Odn7O1TzEDmztV62JFHRxi2axgA37//PQPqDMiJ1hmNWy9FZleBOH0eIKvOhkYMKshi2TLRBzs6wsiRBp2qDnQdf3I8OdDVuExj47TLGBQtCmPHCpfiXbugQwcRLEz6vn3n0Ry2HEZRC6HF2Gp1K55FPJN16XhVPLNPiPVHQmJCmufUm5O6tP4yUxmidtm1MrOSvfkq1+RL73FGdOxUuzDWLVWXwhaFtR6Xft5hbmqud840vc10OlbqiEpSsfbKWqr9WY1+W/tx4/svxd++b19onHKPelT34MjAIxSzLsbF4Is0XdmUGy9uyHuveQR19p5Os6P/wFhfEOzKiwQEiADMrVsifdbfH+rU0X68ubnolFNhlgjfH4Nzy6FOCLwqBL239afX5l68fPcy621UKLQH39KTXY56BqAzkKFQiF1cEOLlRhQclJXZkI/RVjoXGB6YrEFgobRgYYeFvJjwguUlh8q6rqFOmqIdPQkMS9cOW5jaIo6rPKeoZVH+6PgHl7+8TNsKbQ26vsY2ZoMJgdzFdOOSDWgUBOXfgK259gE/K20pIG8jJ5hetVhV5n1/giDf+qz5F5qH2ZKQmMDWV8f4cCBUGQVzmsMray0v4uRkfJOI9KQbH1QK8Oyg+dDkLEW3GOE0mYlSxkXnFvE47DFlCpfh6yYydMtSkRUBXEhrmuJazpWLwy7SzKkZYbFhdN7QmWl+00iUEnVcIS2WppbJmojLLy7PsiFFU6emsoIeWdmUyFeMHg0mJsKR9Pr1DE/ffnWbnpt6kpCYQN+affnR7cecb2MWKXBizEOonQ11OZ/rMu4xYlBBL5GRouoDhIuhtbZBJCPhseF0WN+BE09PUMSyCIcGHqJRmUZZb1N2oFRCp05CQubOHVEmamsLd+/SdNx8ji2JxVFlzfUX12n5V0sehD7QaBIUHBHMqkur+HjzxxSbXYxTgae0vqQCBYWT5nXGqgxJFqeXWcII8k2+9B6X1fs6FeoSxhbOMl06U6FvzjTJdRJ7+u/h7Odn6VqlKxLS/9g77/iY7z+OPy+XjcQmJMSqWXsTFdQsIUJLB0qrVmOV0lbR4YeWxCy121JEalMrIfbemyCJGBFZIutyvz8+uSSX3Pje5S5D8/LwuPUdn8t9v5/xer/erzcbrm6gXrPTeH1gwcWJH2U7ZiuXVpwcepK3Sr3Fo+hHtF7VmgP3dSuB8xNMpt7L5ygku/Ibbt0SN/z9+0I+GxQENWvq32/OHFEuPgsaPpdzuth4prWbhlwmZ/P1zdRdUtc0/j0m7MDyHJ98Isz/L1+GU6dMemi9yoYCCp1pfGmQy+RcG3mNMS3GYCGzoPJraZWpDKmkqThzCu8/BgqOMuulmPa6qHVRbo66yajmo9Sqt+QE5ihCINXr7fjnpzh9vC73fSG63l/s+2ifydtSiPwPSWS6tTV2f/7NJ3eLcGx+DJcsxzCy6UiKWdhxtxR81RkqjocPPSGoUhYrPV9f0xWJ0Ia76il8QZUh1BHtky+UhNgliUqTBpJdUQlR/BT0EwAz2s/A3kr6Ag30GOBqKHKhgraqrhWKVSBwcCAjm4r3ZxyeQc8NPXn5+qWkqqr+N/yJSRSp91MOTslxQQqZTMb7dd+XvL2hQYkCh2rVoE8f8XyeundNRHwEPdb3ICohilbOrVjlsUqyYiI/oTCNMR9BLhd9LmiufA66C/fk5pzc11dYm1SrBkOH6tw0c1+26/YuuvzRheMhxwXR9fEBmlZomvP25Abeekv8/cPCYMkSqFOHeg9fc2xhPNUiITgqmKaL61NxXgW1TAe7n+yoMK8Cn27/FL/rfsQk6bZLUaLkxesXzGg/w2SZIa9T0pRdltLN6fUV+RLjmoXeauU5vq4zQZs5vVRImTM1q9iMbR9s48LQ0/R9JCq9bamVSqMdPfD424Ozj8+qHbNayWoc//Q4bpXciEmModtf3Vh9YbVR7cttmEy9l89RSHblJ1y+LCqAhIaKtLqgIKhSRfr+zsK/A3d3GD0a5s+H+His5/zKDPcZnBp2inpl6/E8/jl9N/Vl4JaBvIjXYh4uBSbswPIcJUqIcsMg1F2F0Au9aXyAQqkgJCZERAG9vXGbsADn6OwFA1TQtijUiKtXwdOToP4tCbVJ1Lo4BmGCqopgmwp6iSkluBRzNkhqbpDXW7MMk/oOVTr8JwoiFCI7JJHpNWrAwoUA1J++lMVlBvF48jN+rziCpk/lJFnC+vrQ7lOoOwoWuNvzctNa0xSJ0AalEr7/XpgBqyCTEZ61irAWhBfFYLJr9tHZRL6OpE6ZOgxqOMigfVXQFh0uZZnWcAOrulrLrVncYzFre6/F1tKW3Xd2U3txbSrOq6izqqpKVZucmqx2vJwWpDCE7DIkKFFgMWECAIq//iBw7Qw2LBvDPv+5eKzvxf2X96lSvArbPthmkGIivyAuKY5H0Y+AQmVXvoGnpyjQUzGL36mUyoa65uQqmGJOHhkJc4VBNzNnCn9fLchqc/Hehvc4GXaSIlZFOPjJQZpUaJKztuQFihaFESPEHPTQIaq49+HoahkuURCVGs/TuGdqm6v66GolqvFd22/oVLyxpNPUKFnDZJkhxii79BX5AvA5Yo88+IH+g+Xkuk5DbGIsl55eAoxTdqkgVYDQcNtp/FbFcWV9cT54qy8yZGy/tZ1mvzej+1/dORGSoc4rZV+K/R/vZ0C9AaSkpvDp9k/57tB3Oa64bG6YTL2Xz1FIduUXnDolPLqePYNGjURVkAoVDDvG8ePi0dtbLGzGjhUpjmloUqEJZz87y9S2U7GQWbDh6gbqLqnL9lvbjW+3CTqwfIO0VEbFxg0Erv+5wJVal6IEMCUkp/Ed2yuqIS5YgFwJviF1AR2Dp5ZFYTru3IGBA4WR6D//EC4xi8/UKXw6iSnVd1n1GPnXUww6rmSvN5V3wOnT/7mCCIUwAoMHC7f3lBQYOJCiiUqGDVvCmYWJnGmwmGGpDbFXWnGjDHi/E0/F218wZNsQToWeMv2ELSlJtGfmTPH622/TxxEniUWNnOIwiOwKjQnF55QPALM6zsqRwlNTdPjpl6Fs2WqNc5agvYUS/lf+Y53FLgA+afAJxz89Thn7Mjx99ZSnr56qfZ6ZxJJctdWIMaBm6Zo0KNtAdTCNkBzRfxPQqhX+HZxwHZWC+4PpDHyyiC5XJnE87AT2Mmt2DdxFmSLSKn3lN9yMuAlA2SJlDfKuK4SZ4elpVGXD9H01zckB+vY1zZx89myIjhZzsA8+0LqZNpsLgFfJr3gQ9SDnbclDpKLkzFtFmfFlAzxmNSDEMe0DDTyjDBlRMU9ZvXcWB6LOSzq+UzEnk2WGGEN2ga4iXxb4HSiJ5+k4sXa9LiGYnJPrGjgZepJUZSquxV2zzY9Njujo9OIL9bx/YsMAP26MusEnDT5BLpOz5+4eWq9qTad1nTj84DAANpY2/On5Z3rRmx+DfuTjfz4mMSXRuDYoFMKve8MG8WjKKqppkKbekyhAyMeQKfM77SgBMTExODo6Eh0djYNDASydHBgIPXsK9Uvr1rBrl6i+aAiiooQ6CeDpUyir24z+TNgZBm0dlF52+uP6H+Pb1ZcSdiUMbj4gbsKgIGF86eQkZNIFQdGVud3ly+M//X28mzwXaTRpcI6T41tnvN7FSl7C/4Y/3nu91SYVzg7O+Hb1NZs/WOCDQNzXuuvdLmANtH8AuLrCsmXQuTP+qyfhfX2eyBVPg0ucHB9df+eHD8XieO3ajE6/Xz8CR3bH/fAQ/e0YFEB71/Z6tzMU/jf88f57EKEWGat0l2jw2QueN9Le+OorkWpsABSpCoIeBREeG45TMSfcKrmpT3TOnYOmTcV9/+IFyGQarwMXBxd8uvqY7Too6P1vQW+/QXj5Eho2hEePYNAgWLNG7ePohGj+uvIXv539jSvPrqS/37B8Q4Y3Gc6Hb3+o1RRW7/WafpJo8PISFe7kcli6NEPdpVCgOBKI6/H+hKVEauRaZMhwti5F8DcRyBs0FEVcJGDotqGsuriKtpXacmTwEdOnnC1bBl98gaJ6VYJmj+JM+Fl8Y/YTlhSBjdyGxd0XM7Sx/nSfSvMr8ThOs9GxDBnONqVZXfozOoXpr9hlbJ83++hsvj74NSjTCstm+lOpJsV++4rj+cfZ9GrQbypUlaqyGfim/R22qKo6F0Csu7SOQVsH8U7ldwgcHJgnbSjo/W++bX/mue3duxm+Wnfv5syz6/Fjcc8nJMCOHfCe5srZilQFrr6uWtX/MmQ4OzgT7B1coIJwL1+/ZN+9fey+u5s9d/bwPN5AD2RNdhtZYI6/za7bu3hvw3s0rdCUM5+dMXh/RXISQbuWEP70Hk7lquHWYyTyl1Hw7rsiK6l0adi/X8wvzITvA75n5pGZfFT/I/7o84fZzgPA5Mlizl6rFly5ApYZwbF7kfeYdXQWay+tTS8w0K5yO6a1m0aHKh2QyWSsPL+S4TuHo1AqcKvkxsTWE3mV9Er33Cgz/P2FcCVzdVVnZ6HcNLGIRDXGgZaxPh+PcVL730KyK6+xZ4+4cBMSoGNH2LpVSGQNxd69wrOrenWhfJGAhJQEvg/4nl9O/EKqMpUKxSqw/L3l9Hirh+HnL4jI0pn41wav/mSb1Ob3G14VPcsa5VcpesxV+VE1mQmLCdOoMJApwTkGgn1B/uVY+OEHtWtb4+CpSdEVHg4//SQq/ySnpez06AEeHlC0KIryZXG9MJiwWC3tMPekKikJRRE7gpxTCS8qFCduD0GeuSlyOcTHqyktTXFeHBxE+e87d8S9jwGkg4lQoPtfCn77DUZQkCgLn5oqIoYaIvNKpZIToSdYdm4ZG69uJFEhIpNFrYvy4dsfMrzJcBo5NUrfXjLZHhoK3buLyWORIrB5s0avSVWfBqjd0+l9Wqv5eHYZK4JCL1/q/crXnl2j/m/1SVWmcvzT47RyaaV3H4OgVIoiMleuCG+nceMAQR4O2jqIbbe2AfBZ489Y0G0Btpa2Gu/ToEdBkgII3x6GH9/R36z1nusZ8PYAg79O8Mtgqi6oigwZ5V/JCC+SYZrvEmuBz9GieJ6KEZWid+5Uq1D1JkGRnITrVHtCi2g28JUpwfmVnOCf4/VW782P+PrA18w+NpsRTUewpEfeGBAX9P63QLRfqYQ2beDECfj8c0HMG4sRI4TVR+vWcPSo1nRJycFQMwUhtcHQ+ZFSqeTS00vsvrOb3Xd2cyL0hFoRkWLWxehcrTOl7Eqx/PzyHLfPXPP2Lde34LXZi7aV2hI0xIRVuSMjoUsXOHtWjMf79mVYbJgYndZ14mDwQZb2WMoXTb8wyzkAoT6rWVPMsXUQug+jHvK/o/9j1cVVJClEBlAr51Z81+47ulbvyoH7B+i9sTfxyfFq++kVIvj7i4BgVnpGda+ZIWvKf/UkvK/OJTRTF6ZXgJAPILX/LUxjzEts2SIW7AkJQtm1c6dxRBdkpDC2bi15F1tLW2a/O5ujQ47yVqm3eBz7mPc2vMen2z4lKiHKuHYUFKg6kzSiS1UBrKCVXzVnOos+qFLntBFdAD7XXJAfPyn847Jc23Ira9r3HMOAmn1p/7oc8mPH1WW6ERFCEVW1KixeLIiujh3h55/h0iUxaRs4EHmHTvj+8xpQ5k0K35IlyFNSaf8ABlwVKjZ51j+JQiEMTU0Ja+uMKNrp0+lvv6kFEQphIri5wTdCZs8XX2hMBZTJZLR2ac3a3mt5POEx8zrPo2apmsQlxbHs3DIaL29MixUtWH1hNRuubNCYqpLNO+rSJWjZUhBC5cvDkSMaiS6QkMrbZph4IypK/NeDKQenkKpMxbO2p+mJLhCLvitXwM5OpGemwdHWEf/3/fmpw0/IkPH7+d9xW+3GsnPL1HxsVJ5cKlLMVDC2IEWVElVoUbEFSpR83edXAhrMZ3350QQ0mE/wrNd4br0l7BaePxceoTt3mrTd+QVveqUqlbK/0K/rDYdMlqEsX7kSbt407jj37sGKFeL5rFnafcEwT7XqnCKrf5i2gh4xiTH43/Bn2PZhOM93ptGyRnxz6BuOhRwjVZlKvbL1+Kr1VwQMCiBiUgR+/f2MCipogrEG9PqgSmM0xKBeEkqWFCrt1q3FWNyxIxw7ZtpzAMmKZE6GngSMN6eXjClTBNHVoYMIrGtB5eKVWfreUu59eY8xzcdga2nLidATdF/fneYrmnMo+FA2ogv0+GoqFEKEoUmHpHpv7FiTpzR6dhvPg/kiE2d98aFirP85Pl8TXYbANGXJCqEfWdP8HjwQFUxSU4Ux+h9/6DR51IujokIFVlYiLdKANMJWLq24OPwi3x76lvkn57P64mr239/Pip4r6FK9S8ZXkKrEye/Q0JmkVwDTgsyT2va9x5q/jRKhzyReiZKQmBCCHgWZJXpWo2QNbC1t0wdSFZxjwKf4B3juWKtdzaRNpvvzz0KpNH++SO0FMZD++KNQcWiIeHgei8TvBXh/VJLQ5IyiC84OzmZN4QPEBNCU2xmC5s2F39+ZM8LHrBCFkIJp08QE9cQJ+OgjMWZYap4OlLQrybhW4xjbciyHHx5m2bllbLm+hdNhpzkddhoZMq1kuwwZY/eOxSPEHrlXf4iNhTp1YPduqFxZZxM9a3viUdNDexS+TBlBtjx8mC3tP3P0/vmr5+y4vQO5TM7PHfSn/hmFRYvE40cfZdgJpMFCZsFUt6k0rdCUAVsGcPbx2WzVnEBMgH1O+kg6XfsHsKYhhDmopx2ooFKz5qQgxft13+dU2Ck239zCl1mVAOXLC1/Rfv3g339F0G7pUhGAeIPwpleqUlViLCS7/gNo2xZ69YLt22HqVDH/MhTffy88H7t0EcW0dMAc1apzAm0ZECriYV6XeSQrktl9dzdHHx1NT08DsLeyp1PVTnSv3p1uNbpRybFStuOrChZpy3SQgm9L9Gb6aD+zBChV1RjNUkjD0VGMAz17irlE585CEdWhg8lOcenpJV4lv6K4bXHz9lenTsHffwsi99dfdRK6Kjg7OLOg2wKmuk3ll+O/sPTsUq3jPGTMjbz3eONo48izV88y5jdBQepromw7KyEkJEOhbyocPIhcCe1LNgbvFaY7bj5BIdmVG9C0qFdh6FAhKc6Jv9XmzaKDARG1WbnS4NxeOys7fu3yK31q92HItiHcjbxL17+68lnjz/il8y8cWP+jusfSE3A+NjHfe1lphIbORHIFsHw2qc3L6FlEfAS9/u5FQkoC7SMd+WZHNM+LgFPlurjN3oC87tvad9Ym0w0NhU8+yXjduLEgubp2FcSwq6vWiIfnTRkey+wIOnSA8PhnuZLCB0j3rDGHt00mk/pCFEIyLC3hr79E6t2xY4JgnjZN5y4ymYz2ru1p79qeZ12fsfrCanxP+RIep71vSSfbR/agfWyqmJz5+2cjhLRBpVLUCFdXQXY9eCC+Rxo0pVQCdKjSgZqla0o6r0EID89YOI4apXWzztU6c3rYaWovrp2tgiJkKHHlMjmpylSdqeHtH4DvXpF2L1Nm8dkwkZq1f93+TNg3gaOPjhISHYKLo4v6Bvb2MHGiUKYfPiwKvISECF9FU/uh5RGcylWDJxK3K2BISEng/sv7ANQuXTuPW1OIXMGsWUKF+c8/ItDRygCV65UrwlQcxHihB/rIH1MQ8lIhJQNi3L/j1N6vWaom3ap3o3uN7rSr3A4bSxud51BlOnht8tIaANKHjpXeMdt81ViDeskoWlT4TffpI1IZe/QQ11nXriY5/LFHQi3W2qU1FjIzJaUplTBeVJ9k0CCD/cfKFy3PL51/YXKbyXjv9WbD1Q3aT4WS0NhQOv3RKf09Z8uS+CZ2QNKqPdzEa7oDB8Rjp066tyugKExjNDeypMtlQ9euOSO6/P1Fha2sBEBYmDivgdGbtpXacumLS3i38Abg9/O/U22uM30fzhW+FZlPUUSB18O5+K+eZHz78wIaOgnJFcDW+InomLe3UB5t3QoXLwrTZXNBR0WOvIqeJSmS8NrYlwdRD6gWCX6/R9PpeVEGDF9I++2XdRNdumS6KlhawqZNwgegWzexeJIQ8ZA/CqV9iDx3U/hGjtR/D8vlYjtTQ0V2nT+f4WdWiEJIQZUqQo0DMGOGQakHZYuUZXLbycztPFfS9uF2qUJ5uHevZKJLL1xdxWOmNExd1b8O3D+gOW0gp1i+XKgd2rSBBg10VsUNiQnRSHRlhkKpSI/8ZkZ6avhekSbteQP8NkHFLNUfTZUGU9GhYnq6yKZrm9Q/9PcXf/933xVElwo//ghDhrwxfdGbXKnq9ovbpCpTKW5bnPJFy+d1cwqRG6hTR9yfAJMm6Z6DZcU334jt+/UTQUg9yE8VovVlQKjQvEJzFnZbyN0xd7k5+ibzu87n3Wrv6iW6VNCafl+sIqUSLPK0H3mdLJRddlYmTmPMDHt7oRzs2VMEQXr1gm2mSc0/GiKyl9q6mDGFccsWYQlkby/GskwwpNp9mSJl6PlWT4NPH5YciZeFH/5SYg85KTKRFUplIdlViBxA36JeJhMssrG5t6rja0IOcnvtrezx6epD4KBAqjhWIUIRKzwrCpCXlU5o6CTcHoJzNLoHo2hwO/VEyHMXLBC/XZ8+wrukeHGxiGvcWKjpJkyAhQtFFO3q1Yx0PEOhWlS4u4vForu7eO3vj1KpTI92aIMMGS4OLiaNnimVSsas+4DDj45QLBG2b4BS7bvBtWswejRY6OlW9JFWIBaPZcqoKwSkRjJMHfHQB2vrjGiQNowfb1pzehWqVxcS8oQEcZ0VohCG4MMPRepdaqp4biBpX7GYtPLfTh4fwp9/go20RYMkZCG7dEXvVTC5f2FycobZ86hRej1hpCpsx7YYm33BFCPIrfQKr4jnD3zSfDZqf0vARwcIbrgaz4uJJilV/kE9Ubxg47WNGW/qC+CtXSui+rGxOTp3foDcyhrfOqJvzzo3SCcf64wvkHYOmVMYTV6ZtBB5Cx0BUqZPB1tbYX0i1Wvv+HEx75XLRaEhidDrvWhOe4lMkNzvthzL6OajqVbSeKWmZ21PHng/IGBQAOs91xMwKIAHYx+y/K0JQN71I+nKLrmZlF0q2NgIA3UvLzE+enmJwHUOkHmt06ZSG1O0MjsSE0UFRhCK5YoZ16xUr7fMMEZgkL6m7ip8pDVCJgMXF2FVZCrcvi3Gcxsbke78BqIwjTEnyOrDldUny9y5t1KP37OnaF9m0k3C83eUShYnONK9ro5T5FMvK51wcxNpnmFh6d9XrtSRFqIajCoORb7bSyyugoPVH58/F+aMFy6I/5pQurRQU7i6Zn90dRUTkMzQluoXFkZy/76MmNeRlS8PZrQzi3TaLNGzV69Y/GMvltseQqaEDfuKUWf+UkHESZ0wG0taZfHl0QpTRjykQmX+Om+e+sRSLhdE1xwzpfpaWIjKNwcOCN+uRo3071OIQmTG4sVC1RUcLCpt/fWX5HtZb6qKEpzlJXCbudb0qW2V0nxTjh6FwECCXBS571/4zz+inypXDv96cp2eMH79/SRPgD1qefBL51+E71h0GE6fjcXtXATy1OzbypHRXuEMsvrQfrBJS5X3rd2XMXvGcObxGe5F3qOao6t+Va5MJkrQt2snvNnyoj82ITyHzMFvNeo2DogqjHlRqcpU1XZVZFdhCuMbBm1eqKp+wNlZBMH/9z/4+muhnNfi1wiIe33qVPF88GBRpc4A6PVezAXkdgaEpvT7jH7kV0KLZnTkFV/Jc8UOxuxpjJlhbS2IVltbEeQaMEAEZDNblBiA4KhgwuPCsbKwolkFE1Z6zLyGDwqC+/eFH+VXX6Vvos/rTRtpa6yHm1IGIY7CR7r9gywfquZQPj45ywjLCpWqq00bUWTnDUQh2WUs9A0oYH4litT99uwx7vhAVD1AB9mV3pR85mWlE3K5+J28vETnkTZxV6WFeHdVN6svmixjTfWJugejuDhhlJyVBFM9vnwpqgtGRAhSQhOcnDIIsEqVhGJAw6Ii2lqJV3848PIgFjILFnZbSPmi5bP51JjKnD19cn1yP4//WMqkpi8BmB3RiB57/hUKLEMgdfGTebvAQP1pgDKZuAdNGfEwBHPmCOnzkiXCjL5aNdFmcyi6MqN5czFYnT79xhlEFyIX4OAgvFjathUT1G7d4OOPJe2qy6dEpgRk4OO1wvQLG39/kXoJItXZ3Z3wdiVBgh+uSf0LFy8GQPH5MLwPTNBr1H93zF3JPjZqC6av7cR4lXUf1eT3gw9EoRttdgZGliovV7QcHap04MD9A2y6tokpilb6VblKpVA5X7woqm/u3Qu1Czah4jlkDh7JP+Z5gR5NfnR6y9hrQWElxjcQOgKkav3A5Mki/fr6dVi3Dj79VPsx9+0Tqco2NsKg3gjo9F7MBeQb/7CWLVFGOkFcWPpbyvLlRT9pZqgM6s2axpgZlpawZo0gvFasEERpQoJRc9Sjj0QKY5MKTUzXfm1e2n36pFeO1+f1ll6Ap6ZHtjlOTj3cNPpIOzsLosvI4JVW7N8vHt/QFEYoJLuMg9QBxZhFvSGQut9nn0HVquJ55ui6hOdOIUeAHfqbUtAMWj09xe+UpbPzjHPBo+VcgqzD2fFwP/OidmNXvAw9P/lJ9/GKFoW6dcV/TYiOzk6CZX4eFyfIy/BwYRyqBQ8doceHcK0sFEmCjY1/pEczQQKZI3rmf8Mf791jCI17LN5Is4h6p2g9Jk47Z5xaQ4OyTg2ZSau4OBF9TFtUUrq0IAwzkZTp+4DpIx6GwtpaRE1zE83SIl2FJvWFMBYtW4r0lu++EwRt69aSCyqoUlW8t48kNOFp+vvOduXw6bXEoEW4JNWKlvHX6VGkpHOYzL/wyhU4cgTkcoJ6NiB0t35V2fHQ49rJQV1KXNV49eGHYsGggrOzUJOOG6e9VLlMJvokDw+j+sb3677PgfsH+Pva30xxdJW207RpgvS/c0dEi7dvL/DpEXIr6zxVrxurMNCGwkqMbxh02aZk7QeKFxceXBMmiHv1gw+ET5Gm/VSqrpEjRfpUAYTOoEwu+Ydpu38fxz026v41FLmq7FJBLhdBe1tbUbF4+HAxfn35pUGHUaUwmsyvS9saHuC33wTp4+mZ42r36XMjDQVz9CHdR/rbb4XXnqbsMSOQbY5VoRXygADx4bvv5ujY+RkypdIQh8L8iZiYGBwdHYmOjsbBwcG8J1MohPpGW3RTtVAPDhavXV31L+qDg427gBUKKFsWIrVM8nN6fECRnITrVHvCiig0lzhXCjl/8M/x5o1y6ksZNcNxkxXJVJxXkefxz9kxYAfvvfVezs+nCUql+A0zk1/792ew7Wk4WwF6DoAnxaBCDOxcD43mrRcSYTPA//oWvDZ7iUs3y28vQ5azwVk12IBm0srPT6gDPv00w4B6+HChnjpwIHtExsXFPBGPgoDHj4W/gIUFxMRAkSK5evpc7X/NgILefpNBoRCegEFBQi149ChYWUnb98ABFF6eBJWIJbxmBZym/4pb834GLR4kqVZ0jL8KGbiOhTAHNI9VadH7YO9g0yxqRowQE+O+fdnwfV8G+g/Uu8t6z/UMeHuAxu/q4uCiX4nbrJlQsk2YAO+9J8aroCDxu+lDQIBRdgmRryMp90s5UlJTuN50DbXfGyztXPXqCQuFkyeFKuTPPzP6/EIYBEWqAldfV60LJkOv7WRFMvY/25OSmsID7wdULl7Z1E2WjILe/+ab9gcGGtYPJCaKlMSHD0VKo8qvKDP8/IQhfdGiIsXLUBV/PoPR/W4OYer71xgM2TaENRfX8L+O/2NyWw2/tTmhVIrra25aQRtt15sW1F1Sl+vPr7P1/a141PLIWVsMWMNvuL7JoHFd6ykzEUxli5Rl8NbBhMWGatR6qSouB/sIex1jx21N0DjHsimL77pneD4pIex48lIsYASk9r+FBvWGwhAfLlW6HGRXwJhCiSKXiwi8JphI6ZIvDFp1mLTnGHK56EgGDBCPmf5WVnIrPqr/EQBrLq7J+bm0QSaDUqWgaVOxGPjqq4xoWhq21YR2QwTRVf8JnFoBjZ5gNj8URWgI3n99pJHoUiFHZs8qpULFLAbXzs7wxx+C0OrQQRBdlSsL4u+330TKlaeneD8gQKRfBQQIgvC/SHQBVKgg/o6pqaIqYyEKYQzkckFIFC8uVIKqNEF9WLMGunVDHh1L+8rvMGDDVdq3/MBgoktTFUWVaiXdCFbH+KvyXYTsXZbJo/fR0aKfAhg1ymBPGE0mxsHewfoXXM+fi0cvr4zxysx2CSXtStKlWhcANtrdE320NkVvZvPc0qXh4EHo3VssrPv3F/ORQhgMQxQGUnDv5T1SUlMoYlUEF8eCqdYpRBYY2g/Y2GSYzc+aBS9eqG+XkiJUJSDI9QJOdEEO+t0cwtT3rzHIE2WXCjIZzJ4tVIQgsjVmzJBUDTTydWS6CrW1i5b1riEwYA1vKq83VRrvgLcH0LFqR3y7+QIy7WvqtIrLpjSi1zrHSnyGV3/w712zwBFdhqCQ7DIUhg4ouhb1RvpoqOHZM/FYsqR5jk+asWLlr6j4Sv1GcH4lx6/yV+Y1VtRW+UmVMmoKwksHBjccDMD2W9uJiI8w67nUkJbqp5SBT0vo8wG8toKud+DoKnCONUNFDhCEyfLlBHWpRah1glaiyySDsybSauVKMcFaulRs88UXIl0oay65DpLyP4nmafmlhamMhcgJKlUSXi4AP/8svFq0QamEmTNFKfuUFHEv/vuvUGQaAH2+GJCJWNcz/qp8Fytaqo+HJq/+tXYtvHol0gvat0/3hJFp6TA1VcXNPAFu79pePwmnVGaM92XLZrxvbrsERCojwMYbm1FqI6w0Bdjs7cU8ZORI0f5x48TCOVWD034htEKqz5zU7dLN6cvUxkJWuAx4I2BMP/Dhh9CggSDvZ81S327dOrh1SwRi9VWbLkAwuN81AUx9/xqDPCW7QIwPM2aIeQUI24QpU/QSXsdDjgNQs1RNyhQxAeFqwBpe37iuwo3nNzAkSc6zVh/8Xr5LxRj199UqLstkJrNl0T3HEhhb5ZZpK1XnMxSOcobCmAHFXEqU168zlBynT5tV6eI5ZA4Pfo4noMF81pcfTUCD+QT/HG9eokufBwEID4IcllfXhfrl6tPYqTHJqclsuLLBbOfJBrmcFJ95fNkNxnUVaTlfnIEdG6BYcs5Ue4rkJAK3+rBh2RgCt/qgSE4SH9y9Cx07wvDhhFvESzpWjgdnFWn13nuwcSN07pyh5jpwQJBexYrl7Bz/BRT6dhXCVOjXT6QPK5Xw0UcoHocR+MtoNkzoQuAvo1EkvBYlxYcOzTAs/vproQqzsTH4dAZFvSWMv5434EHrTerR+9F38XxaUhjwBwbmbMxQKoUfFcCoUSCTpXvCANkmxiZTlb16JcZ8UCe7VB6IUtRWRsKjlgc2chtuRtzkcpvq4rfOCm0BNrlc+LX873/i9bx5GdW5CpEORaqCwAeBbLiygcAHgWoLD1NXkyv063oDYUw/YGGRcV8uXChSGkHcm9Oni+dTpghFfSGMRm5Xg9SE18kaDOoVCjEemmJclIopU2D+fPF89myxhtNBFKnM6du4tJF0eF39KGDQGl7KuA4wcvdI+mzsI10Q8euvePru44EvBCR8wPpDJQhYI1IXPW9gUrEKSJhjySAk9aVZlYV5jUKDekOhz1wbNE8sVYt6U+LsWRFRd3ISBvQSDYWNRa4btBqSMmrqv20mDGk4hPPh51l9cTVjWowx23kyIy4pjgFJ69jZXEhb5+6D8SfShFYuxlfk8F89Sb2E+hNwPjYR39g2eK49LSY59vY4fTIY4pfoPZ5JBueDB8XCWTXRGjlSTMAKSS7pUCm7tFX6zAeIi4ujaNGMEjPx8fHYazLFLUTew9cXgoLwt7yD9y/OojqtA/BqH85TF+N7rgyeR56LxdLixUKBaSQMinq79ZdU3ELerj3tVYEAf39wq6a7crIhOHhQKB6KFVOrWqnNjNZUVXHTVV12duq+fJmrC2eFiewMHGwc6F6jO//c/IeN1zbSoGov8UGJEuL31+ejKZMJjxZnZ6EE3LQJnjyBrVsNVgK+idDnVye1jP3zV88lnS9d2VW64FTJLBw/9EBLlXFAdz/QpYuwjDh0CMXUrwlqVIrwkwdwkofgVtEJub4q2IXQi/xQDTKbsktTNcKcjIuGYOxYYVo/YgQsWCDS3JcsEfOJLDgWkmZOX0m/Ob0k309DCmShe1yf12Uej6If8fWBr9l2axtnfjvDut7r6Fi1o/ZGbt4srGoA+a/zaT92rFBRDhokPFJXrxYFI0yYrSLVHN+cysK8hkHKrhkzZnDv3j1ztaVgQJcPlwozZ2q+UE3Noh8X8k5atzauKl5+x6NH0rYz0otEKgbUG4C13JoLTy5w6ckls54L4HHsY9qtbsfO2zuxtbRls9cmJvwcgCyHqj3/1ZPwejiX0CLq111YEQVe5Y/gXyVBVOO4ehW3CQsMTssxGDExYpHcqZMgulxd4dAhsXgqJLoMQ9OmKGQQqAxmg88wdcVePkHZsmWZkckH6r33zFTwoRA5R9Gi+HesgFd/CM0S1A9zAC/35/jXtYBt23JEdIGBUW9DfTDNkQavqgz7ySfZ+imVJ8yOARkVjC99cck06ZOZUxizfneVXUJmxReYNEL8Qb0PAPj76t8oL1wQb7ZoYVgq+Ycfwt69Qily5Iio0Ch1nH9DIcWvTqrCoL9ff2Yfna03peZGxA2gYCm7CscPCTDGNiXNT8m/NriW+xv3V4sZ+PYt3AeDa/9w/GeapwDSfwmZ79+syK1qkK9T0pRdlnZ5bg8DiHnD6tWC4Fq2TKjJs6yJE1ISOB0mshX0kV2SfT+N8NLW5vXmVceL8a3Gc2rYKWqWqsnj2Me8+8e7TN4/mSSFhvn38eMZAbIxYwTZGBEhUvtBpHl++KFJia7z4eeZeXimpG3NqSzMaxhEdjVv3pzvv/+ezp07s3TpUiK1VQF806FtQLFME8r5+WVnjM1hsn5MMN60kSbvLDBISRGdYBr7rRdmMmlXoZR9KXrVFJFssxrVA5efXqbFihZceHKBMvZlCBgUQN96/XLsT6VITsL7+jwRU8rSv6sql43tLkOxcwdUqWL+tJz9++Htt8UgById6MoVadWE/sPQJtH29/8J13HgPhgGRq/E/dI4XKfa4796Ut42OBNatGhB+fLl+fDDD0lISDDI46AQuQtFwmu87Q7r7i86p6LopCOCKREG+11JXdCZIw3+0SPYvl0816J4kFvIee+t93AqKsal2y9uSz++Lmjy68oMT0/hmQaChDOxnUGPGj2wt7InOCqYZbf/YkM9CGxc0nCfjw4dhBq7YkW4fh1atoRL5g8i5UcY4lenUhhUdFC/7p0dnNnktYkxzYXq/OuDXzNs+zDNi620c96MuAkULLKrcPyQCJVtynffide1a+vtB/y3/Kg9sGGzDf8pvc3W3P8KVPdvcdviau+b3E9SC9KVXRZWeW4Pk47Bg+Gvv8SaZu1aQfQkJwOin/r93O8kKZJwtHGkSvEqWg9jkO8nGEUK6/J6a+TUiHOfn+Pzxp+jRMmc43NovbK1+th/9y54eAgVW8+eIpVTJhPr3IgIUb144kSJfzj9iEuKY8K/E2j2ezPuRN7R6Tsmg5yLF/I5DCK7unXrxp9//snmzZsJCgrC2dmZfv36cfq/6BOjyYfr1CnhWbJrl3rVIVOz6AqFOF9AgHjdokVOvkn+QWqqSG+oV0+w/M+eZZO1KmQQ6IqYaLuCopKz6U3aNWBwg8EA/HnlT62TyJzi37v/0nZVW0JjQqlVuhanhp2ipXNLkxw7aNcSkbqozXBeBiHFlATtXpr+nq7JtdGDc0wMfP658OZ69AiqVBHX8aJForx1IbTC/4Y/rr6uuK91Z6D/QNzXuuPq68qkxb2FYi+LGC6siAKvh3PzFeE1fPhwhg4dSq9evXiRtfpTIfINghZ9JVIXdfUXjmK7nMKoqLc+H0yFQvhKSU2Dl4rffhPjVIcOwpxeB1REgkpFk2OoyK5y5bRvo/LWSU01eeGOItZFaFS+EQAjih9joBe4W6/H1dc1I2ouFfXrw4kTULeuUGa7uQmPxv8YDK3Spk1h0K9uPxZ0W8DCbguxkFmw6uIquv7ZlZevX2Y75oOoBySkJGAjt9G5gMyPKBw/JEIuF6lQIPo4HZkfioTXeCdu0x3YSNwmvBoLkSN41vZkStspALR1aZtr1SAhE9l17bbpx8Wc4IMPRGqflZXw7e3XD//LG3H1deXLvV8CEJ0YTZUFVbSOM0ZVuzSxl3YR6yIs67kM//7+lLQrybnwczRa1ohVF1ahjIiA7t0FqdWkicjuksvFOdesEffn8uXib2AC7L6zm3pL6jHv5DxSlam8X/d9fu/1O7K0f5khS7vxza0szGsY5Nl16tQp/vzzT65du0bXrl355ZdfAPDy8uK4KqXuvwRNPlzz5gmVyuTJYgLXqJFuFl0mEyy6h4e0iammPOv+/UXes7nzrM0FpRL27IFvvoGLF8V7pUoJ0+OKFQXbD/jXUuLdFbEIS4Oz1Wt8b28z+2DRpXoXyhctz5O4J+y+s5vetXqb9PjLzi5j1O5RKJQK3F3d2dJ/CyXsTOdlEv5UWvpx1u08a3viUdODoEdBhMeG41TMCbdKbsZ1ivv2wbBhYiAFGD1aVAAqJLn0QiXRzhq5Co0JZa4yrS/QMFGVKWHs9Xl4JP+I3Mo6l1qrGR+nybc7dOiAi4sLs2fPztP2FEI7wsPvCI8uKduZAJ61PfnB/Qe+DfhW7X2dfleq8VepFJNUPz/hY3nmDJw7B3Fx0k4uNQ0+MRFWrBDPR43Su3mdMnU4GHww3R8px9Cn7AJR/RAgPj5jfmEi+N/wT/dPyQxVmojBARAXFzh6FPr0EbYO3brBqlVC+R4UJH4XfV5g5kBSkvCPuXdP+KCOHAnW5uk7janSplIYaMLo5qOpWqIq7/u9T8CDAFqubMmugbuoXrJ6+jYq8rVm6Zo6x3FFqsI0476JUDh+GIgaNcTiOS5OBBZdXTVulh7Y0ILMgY32ExeZp63/IahIpzpl6mi9j82BdIP6m3el7WBmexg19Okj/Bs9PfG/vQ0v/23pRKsKmceZrGuSsJgwSafJ1t+awUu7T+0+NKvYjE/++YSABwEM3T6UPU9LsTzkBSUqV4adO4XnZkICDB8udvriC2jVKsfnfhL3hLF7x7Lx2kYAKjtWZmmPpXSr0Q2AErYlsnuPxcvxGfR3ztfQuThuGgODyK4NGzYwZMgQGjdurPa+ivQqBMJw79Ah2LIF3n9fkFCmMllXKcSyEmePH4v3TVi9Iddw+DBMnZrhP1asmMhfHjcuI0ptY4P//M/x6vgim0g1LDnSuIm2gbC0sOTj+h8z9/hc1lxcYzKyK1WZytcHvmbu8bkADGowiOU9l2MtN20n4VSuGjyRuF0W6JpcZ4NCkX2hEhcn5LmqhWLVqmJR88470r/Afxi6JNqAVvUNpE1UiyoI2rUkd4tLaMCnn36a/rxGjRqsUF0Phch3cHKqAa/2SdvORKhQrAIATZyaMKHVBO0L7MePBaF15owgt86eBU0qDxsbQVDpg740eFWftnkzPH8uAjC9euk9rMr822Rk19On4lEX2aUyrlcqxWTazk77tgZA1QdpghIlMmSM3TsWj5oehhEixYsLD6/Bg+Hvv4UP2ujRQgGsQm6ZJgNMmiQClplTeCZOhPHjYU4OKk9rGBcfxz9l07VNknY3xEule43uHP/0OO9teI/bL27TYkULtr6/FbfKQgEvpRKjJKPnXEbh+GEgrKygVi1hD3H1qlayK7cDG/91qEgne6tcLK7w6hUJcVEA2M5fKG0fM9vDZEP37ih2bMN7b1eNM10xzsDnOz7nyz1fEhabQXCVsS8j6RS55Unl7ODM/o/388uxuXx7cCp+5V5waqSMP6t/QLsyaW39+We4c0f8nWfNytH5UpWprDy/kkkHJhGVEIWFzIJxLccxo/0MilhnFLPxrO2Jx3UFQbNHEv46Aqc4cHuoQL5hHPhaGD/GmmvcNCEMSmP08fHJRnQBtG7d2mQNKvCQyeD336FyZbh/H376Sdp++lh0c/iP5CXOnBGpbO3bC6LL1lbkLgcHi3L2mUodK3p74N3HTjD9WdUrmvKxzYTBDQcDsOvOLp69epbj471Ofk3/zf3Tia6Z7Wey2mO1yYkuALceI3GOk6dJVrNDpgSXODluPXJQeUeTL1358oLlV01Mv/wSLl9WJ7ryovxxAYI+ibYUSFX2FaIQAG6j5+Icje7+IlpsZyrciRSLqeYVm2f4YryMEj5UP/4o1M8VK4r/vXuLsfXffwXRZW0NzZqJYNOqVWKBFxMjiBJt6iaZTHPl5MzI3KctSatOGxub4dulAyoyIU+UXQCvXpnmvBiZJiIVNjbCt8XDQ7zOTHRB7pkmT5oEc+dmH38UCvH+JCPTwbOMi+E93Rn7QXGqzndl662tOnc1thDM2+Xe5tSwUzSv2JzI15F0XNeRdZfWAforMUo2ei5E/sfbb4vHq1e1biI1YGHKwMZ/GfHJ8QDYWZkmEKET58+LMbFCBV6/jhXnTbUQ6y1tkDIumglBNWyEb5w2+wTgxesXakQXQER8hN5j57YnldxCzmSfMxz/XUn1FxDioKT909l827cEyT7zRMV5EIIYRx3SSj248fwG76x5h893fk5UQhRNnJpw5rMz/NL5FzWiCwB/f+T93qf9mQgGXIX2D0CuJGdjrLnGTRPDILKrEBJRokRGTu6JE9L20ceiBwXlrzxrY3HtmmCPmzcXJuWWlqIzvndPMMClSmXbJehREKGxZppoG4A6ZerQvGJzUlJTmLH+czYsG2N01btnr57hvtadLTe2YC235s8+f/LdO98hM1NVTbmVNb51xgOaF7BKwKfOeONT3bT50kVEiMVouXJCxefrm6E+UO1n6sINbxhMUQ5Yk2KvEIXQBrmtHb42aeRDlv5C1X/42Hggt80yYc8BcX33mTDNrnE5VKiiq1aF0qWha1dhtrx9u1B1WViIRdynnwoC6swZQZCcPi1eDxkifB+trQ2uuqQGbX1abKykiaGK7HoQ9SB9gZMjSCG75HJBHoFIZTQRjEm3MwhKpUg91fYZmDeYl5QkItO6MG+e2M4QZLqGnhaB8V2gqjf41osjUZlMW/vaTH9numYvlRwWgilftDyBgwLpV6cfyanJDNo6iKkHp3Iq9BQASqUyW4DQYKPnQuRv1KsnHq9c0bpJXgQ2/stQVUU0StklZXyNiRHekk2aiP+//YYiNob4NDuo81t/Q/HnOjEGGjMumhHGjh9asx4yoW6ZuljIcpHyGDkS/P1p9hguLIMhF0SmxU+NYnG7NoF7RZPhvfegb1+jDp+Yksj0wOk0+K0BRx8dpYhVEeZ1nsfJYSdp7JRdlGQWwYy5xk0zoJDsMhdatcpQdekiMKSy6FLzp3Mzz9oQ3LsnSq6+/Tb8849YsHzyCdy6JRYoFSpo3dXsE20D0CBeKM6WPN7GwCeLjKp6d+P5DVquaMmpsFOUsC3B/o/382H9D83V5HR4DpmDX+WvqPgq+yBW26YifQYb6YGhqxNVwcoqe9XQ/FD+uAAgJ9Jrkyj2CvGfhOesrfgleuCYJRPQOQb8Ej3wnLVV/QNDiOuEBDh5UhSmGDQI6tThzuF/AKixZocoVBIcLLatUUMcb/58EcyJiRHq0JUrRaCkadMMgifblzC86hJgkolhmSJlKG1fGiVKbkXc0rqdZEghuyBD3WVCZZfUPsjoviqvg3lLluif5CsUGeo+KUi7hp7ZK/nqXagyFua3ggQraBUC+/6AIwtj+d7tWzZ6baSUvXqgz+hCMJkWxHbHTvF3n7+Y2nYqALOOzuLmC0EqTz88HVcfV1acX8Gp0FP4Xffjyz1fmk/BV4jch4rs0qHsyhzYyEZ46QpsFMIoqAIfBpNdusZXpVIIKz79VAgnRowQqi5ra/yHtcH1p9Kkpq32+x/4HNdH4/FfOdHwcVEHtFUKNwSmSDMsbV9a7XVJ25IA7L23lzF7xuROFdc9e2BpRrGvokmwahts3AyOCXDKGRp+AX94u0ug6bLj8IPDNPitATMOzyA5NZkeNXpwbeQ1xrUah6WFFncqc4yx5hg3zQSDPLsKYSC++kr4d+3T430ihUWXmj+d23nW+hAWBj/8IBYmKSnivb59YeZMvdWsVDD7RFsi/FdPYkVkWsWoTPylquqd32pBKOlC4INA+mzsQ1RCFFVLVGX3wN3ULF3TjK1Wh+eQOXgk/0jQriWEP72HZYlSfHRrFjeSwgh4EECHKh0MP6i+ThTE55l96fQtJg0t3PAGw62SG84OzoTFhGmPYCnFJZnZ1DNdgZMTxV4h/tPwnLWV3VuHsPLSGnonVsG7ZHfcJs/NvvDR5iepIq7nzhWp6SoD+StXMsYDxJrqTh/xvHqTd2FIB5GW2KSJ8HXK0ZfwFP2IIabnhkwMdXht1i5dm6BHQVx/fp1GTo2M/w4gnewqUgRevjSpsktfHyRDhrODs/FpInkdzLsnMc1b6nZAxKGdzK0VyqLmEJ/W/bYIhRkB0PmeagoRir//T4wP/V0tFaeMfRnmdZ5nONGVqYCREnheBEKqlyXlM81WI6GxoXy24zPDzkHuBBYLYQKoyK6bNyE5WWu1N89ZW/Gb0hvvxG1qZvV2KfCnQkNgw5zQ5Pv6Bs0BVcouO0sDyENd42vfvkIwoSr8BFC7Nnz2Gf6tS+C191OUSer7hcWE4RXzC357N+H5vHSO/9am8virX7Y+ZYuUzZFNjE8XHyo6VFQrrLHu0jqGbh/K4jOLUSqVLOq+yGxZNFy+LH4rDeh/DVqGwkeeEFQZPjk2gT3RZ1naYymOtvpTGSNfRzJp/yRWXlgJQLki5VjYbSFedbz0fx9zjLG3b0vbzoBx01woJLvMCQsLWLcOGjaEJ0/EJDRrtPXbb6Wx6G5ugnUPC9NMEMhk4vM8yLPWiIgIkZO8eLGI4gN06SK8V5o2NehQUhb75s7HViQn4X19HsoiGF31bt2ldQzbPozk1GRau7Rm6/tbKVNEmrGiKSG3slYzKw/aE8nC0wuZHjgdd1d3wwcBYzpREy0m/wuQW8jx7eqL1yYvZMjU7gFVqsvEMr3Y8GAnoUUzoizOr+T41Bmvl4AtRCF04dZLUb2p34Afaf/2wOwbSFFBTZyY/bOyZQWh1bQpTxtW59Wlj7GQWVBl3Q6w1KLUMhaGVl0y0cSwTpk66WRXjqBQiDEV8kTZpdYHKbOQ6jlMtwPyPphXTWKat4TtXsS/4NcTv7LwxHzi2or3mobBjEDodkd9+uBfG7yuf59tVhMRH0F/v/74WWhWdimVSl4mvCQkOoSQmBDxeOYAIQf8Ce0oqueFOkCiJcAziNiqs81ymZzmFZtjY2lD4INAvd8xt4yeC5FDVK4sql3HxcHdu4IE0QLPWVvxSHhN0KKvOPP0ApOKHifRyoLWX/+We+3VVG0+NwtU5AIMVnZJGV9DQoQP1/vvw2efQevWKJSpePu6ak1JliFj7L7xeHgH56jKqrZK4dqq9CqVSp7EPeFGxA1uPL8hHiNucDPiJo9jH2s/kRKdxZhUqOhQMVtBrSGNhgAwdPtQlpwVKiOzEF5hYdCjh85AU6VoCFgDs9xgegcLNlzdwInQE/zl+RetXTQHJZRKJRuvbcR7r3c6ETi8yXD+1+l/FLctLq1tphxjnz+H5cuF16YUSB1fzYhCssvcKFcO/vwT3n1XTD6/+04MOFu2iP///gszZugvES6Xiw7fy0tsm7njy+M8azVER4sc3XnzMkq/t20rUjrbtTPqkLoW+yr8r9P/zFoWO2jXEjUiIStUVe8Cdy5E3qiJWlTBQmbBjMMzmHF4BgD96/Znbe+12FrqMInMRUxuM5nl55YT9CiIQ8GH6Fi1o2EHMKYTzetIfgGDZ21P/Pr7aYye+XT1wbO2Jz8mvmbJ5q+4F3GHaqVrMLLfXKxtClMP8jsUqQq1MtoaKxDmIW5GiLSnWqVrad5AirIToHFjUZSkaVNBcrm4pI9ddx4GwSWo5FgJG1MTXcbARBPDdJP6iBySXZGRkJoqnpfREyBReSKaUNkFaX1Qlcl4X/yfmvojcx9kNPI6mDdypCBkdaVkyOViOy2IfB3JvBPzWHBqAbFJwgy68WNBcvW4nX2dppCBd9dslnhAxmL0i51fEBEfQVhMmCC1VMRWTIhmH7gG6i9lSij+Gl7qWVcrlAp+7vgzbpXccPV1NZ+CrxC5CwsLqFsXTp0SalodZBeIlMb2ExfRHti6qg3HQ46z9uJaJredbP626lMHF8Rq8xqgqsYo2aBe6vi6ebPwgFLt9lB6URHJ1dazQJ/HnwwZw3cO5/aL29x6cYsbzwWpFZ0YrfWYFYpVoKTChuCXwbzKNBVwjoHXlhBprx5sUUFf3zSk0RBkMhmfbvvUPIRXbKz4+4eGQqVK8OiR1k3lSvj2CHSasJCBwb8QHBWM22o3prWbxjftvlFLRQx+GczI3SPZe3cvINTiy3sup22ltmrH1DuPzDTGKlASVBnCi5JWkRHkSBhjL18WPMRff0mrdA16x83cQiHZlRvo2BGmThWEj68vXLgAHTqIvN7Tp2HnTujZU/9xVP4jmiIfPj55OxDExwv/ldmzxcQcoFEj8Z27dtVP5umBtsW+XCZHoVRw6cklBmpSHZgIUqvZ9b/6PZGXMyLqFYtVpFrJahx5eASAKW2n8GOHH3PXKFEPKjpU5PMmnwt11+HpdKjSwbABwJiFSl5H8gsgPGt74lHTQ+OAlk1GHr2PX5dsy9NS8YXQD1PJ/82FiPiI9PSqmqW0pFtLJaQnToQBAzR+pKrEWKNkPqn4ZSLyxWQVGVUpjKVKiaIuumAGZZcKng/t8fCBoGHvEj5miOnI2bwO5llbizLpc3WYcI8bJ7bLgqiEKOafmI/PKR9iEkUlyYblGzLdbRq9uoxBFvYYTZRWUGXUSMOsUKLkefxzhu8crnWb0valcXFwwSXZDpc9x3GJBpcY0h8rxMKW2jBQc1aNGsJjwyWpiHOk4CtE7qNePUF2Xb0K/ftL3m1oo6EcDznOigsrmNRmkvnSvuA/ZWthsLJL6vgaG6u+Wy54HUup0hsRH8GUg1PU3reQWVC1RFVql64t/pcRj7VK1xLpfAoFiiqVCZKHqREy22qBV3+MVhcPbjgYIJ3wUqJkcffFOb+2U1KEqu7iRaG8PnhQeKrpmT+07DGciykfMXr3aP64/AfTD09n//39/On5pwginfRhWsA0Xqe8xlpuzbdu3zKpzaRsAUFJ88i0Mdb/2754d1Ufe5yjwXevEs8ffbLfXwoF7NghxufAwIz3mzYV9+yFC7pN6seP1zhu5jYKya7cwvTp4kI5dkzcFMeOwZgxghyaNk1IHy0kECDG+I+YE0lJsGKF8OV68kS8V6uWeO3pKe07SYSmxX50QjS9N/Zm3sl5fFT/I94u97bJzpcZTuWqwRP920Wmqi8wwmLDCIsNwwILlvVcxrDGw8zSvpzi67Zfs/zcco4+Omq4usuYhUpeR/ILKOQW8mxROENl5IXIHygIv9uN5zcAqOxYOXsZaxVMQFzfjRSpkvmG7DIR+aIiu+5F3iMxJdF41Vpmv67AQN1jv5mUXQBcuIBcCe1rdYW3NROXRiOvg3lz5oh0oL//1vx5liII0QnR+Jz0Yf7J+elKhfrl6jP9nel41PJAqVRy+KcrhP/yPU6xadFz1WUkk7GtpjRr4oblG9KiYgtBajm64OzgjIuDeExXh2zYALuPa9zfKU7SadhyYwv96/aXpCIuRAGCBJN6Tehftz/ee725G3mXIw+P8I7rO5L2M0qp/B+ytVCRXZI9u4wcX3PD61gqUdbKuRVdq3dNJ7ZqlKyheyyUy5H7LKC9yvsqbfz1vAF+m8hO1hjQN2UmvJaeFSbyOSK8lEqxlt+zB+zsBDFUvbr2+YMKafMHB7kD6/qso0u1LozYNYJjIceot6Qepe1L8zD6IQDvVH6HZe8t0+jvbMg80j/6JF79s4dewhwEiegXfRJP0v6GUVGwapUQsaiKBcnlwiPO21sU4ZPJ4KOPxPvz5qkro+VyQXTNyR82KoVkV27B0hLWrxf+XWfPCqXXlCmiSsHFi6JCodQSpIb6j5gDCoVIz5w+HR48EO9VrixSMj/8UH/02UhoWuz3qdWHf27+w4hdIzgy5IhZVFNuPUbifGwiYUUUGiW06b2Hlv6ylH0phjQcYvJ2mQoVilVgeJPhLDi9wDh1l6ELlbyO5L8hkCIjH7t3LB41PQqj8fkIBeV305vCCCYhrlXKruolq+eovSaFCcgXp6JOONg4EJMYw53IO9QrW8+4tqjIrnv3RMQ4c1uy+tmYUdnFxYvisVEOzfa1Ia+Dec2bC7KrXj0xx6pWDUqWFBVDf/oJWrYk5t12LDi1gF9P/EpUQhQgytpPbz8dz9qeWMgs1CPtadM6ET0XCzaFcwX+bKBZ8ZUV87vM159mpGNB7PZQnDvMQXP6jwpbbmzB428PNvTdoFNFXIgChrfTAsAGkl1FrYsyoN4Afj//OysurJBEdhmtVP4P2VqoDOolK7uMHF/NXlQE6UTZzx1/NjxVUsv46xnngkeruQRZhRP+9B5O5arh1mOkQUWYBjccjAwZQ7YNSSe8FnVfZNza8Zdf4LffxO+wfr0YQzK3f8SIjPFbhdGjs80fPqz/IQ3KNaDzn50JjwvnVfQrrOXWzO88nxHNRmhcjxkyj0ShkOY7fe0T5Et/gzVrMuYQJUvC55+LdEQXl+x/gzlzhB93x45w9Ch06gS7duULRZcK+SeX6r+ASpVg9Wrx/NdfRen1sWPF62nT9JfwzA9ITRU38Ntvw+DBgugqX16wv7duiUmhmYgubfDt6ksRqyIcCznGmotrzHIOuZU1vnXGA1rKM8vQaZ74PP55vi/XPbntZGzkNhx9dJSDwQcNP4Cnp7geAgJEpx8QICIC2haFqsHAhOWP/2uQIiMvLBWf/1BQfrcbEULZVbu0Dq8XFXEN2dPVJRLX6cquUvlE2aWCoX1aFshkMtOkMu7fLx6TktTfV/nZ+PtnvGcuZVdUVEaEt0EDnZvmCKpg3oAB4jE3Ax5nz4rH99+HhQtRjBpJoEMkGwa+ze7q8ONCL6rMq8x3Ad8RlRBF7dK12ei1kcsjLuNVxyud6PLa5JXt/lZFz/0/akLQ/HFE2OsnuspYFZe2GFUtiDUsiORKQbJBRrqPCrK0fxNbTcTW0pZdd3bRdnVbQqJD0gOLA94eQHvX9oVEV0GFStl1967BfYIqE8Hvul86sasNWq/7NIWJ/w1/LXvyn7K1MDiN0cjxVZWSDJrve8h5SrKKUMt6/MznyVHxME9PFHduEzh3FBvGdyZw7igUc2YjHz+R9n3GMeCLRbTvMw551WrqY6AEDGo4iNUeq5EhY+nZpYzePZpUZaph7du8GSZNEs/nz4fevdU/9/AQ636AFi1E8QAQft1x6pLbHbd20H19d8LjMgjdJEUS807O48zjMxpPb8g8Mt13Wss6VeU7HfTe26Kw3KtXwu9v+XKhqpw1SzPRpYK1dUbxuaZN8xXRBYVkV+7Dw0NIHkEQQx98IEqrX78OGzfmadMAQbgFBgpZfGBgOgGnSEokcNZwNnQqR+BX/VDcvCHY3tmzRbR51KhsMv/cgoujCzPdZwLw1f6v1Ep4mxKeQ+bgV/krKr5SHxxKJUpTQOX3ct0qdRfA9MDpKDVFkfTB0IWKajHp6ipez51r0GLyv47c8GUohOlRUH63dLKrjG5j45wQ10qlkjsv8plnV2bkkHypUzqHZJdCAZs2af5M1UePHZsRLDOXsuvSJfFYubIY+99EqMiupk3xXz0J16n2uF8ax8C3rtDjI/iudSKRSVHULPkW6z3Xc2XEFfrX7Z+uCNAZaU+bJox1vkrY8/uSmvNhkVbSFqN6FsSeN2Vi7uKgfn86Ozjj19+PuZ3ncnjwYcoVKcflp5dpvqI5Zx+fldTGQuRzlC0LpUuLvuLGDYN2bVahGW+XfZuElATWX1mvdTt9ChOAsXvHokjVEtDXQdYC4n0XlzfC1sJgg3owenxVpSRru+9zmpJsbkLNf/UkXL8rhvurxQx02If7q8W4nh6If7EsBI+moI8E5IjwOn4cPv5YPB8zRijQsmLxYjGmODqK7K0FC6BKFXj8WKydEXO8fpv70evvXoTEhFCleBX2friXoCFBVHKsxL2X92izqg0/B/2c7f4xZB4p1Xc6vBjCQ/zAAVHU4rPPMuYU+qASuuRD4U4h2ZUXmDtXpAG8eCFkgeOFYojp04XRXV7B31+QDu7uMHCgeHR1xf+ztrhOscU9aTkD34nAfTC4jpfh/9OHgtWWeiOYEV+2+JL65eoT+TqSSfsnme08nkPm8ODneAIazGd9YGkC1sDG6lMl7VsQynV/3fZrbC1tORZyzDh1lzGQyzMiBpUrF6YuGoDc8GUohOlRUH43SWmMKhipgnoS94RXya+wkFlQpUQVE7Q6f0H1t9t7dy+BDwK1L/i0ISgom/mwGjL72YD5lF0XLojHhg1Ne9z8guhouH0bAP97O+n7cC6hRbL8Vkrx/4cgKwbU+yDbIk5vpF0GIbaJ3LSOkdQkj8qdpbdfz4LYc8gcHng/IGBQAOs91xMwKIBg7+D0BW/zis05NewUb5d9mydxT2i3up1uNU4hCgZkMqNTGWUyWbq6a8X5FVq3y7FSWRdZq8IbYmthsLJLBSPHV8/anjrv+5zCXISa/+pJeGnog9MVspnjb5qCPhJhFOF1964QriQmCmJo/vzs24SEwDffiOf/+59QJdrairRHIPWXufz270/UXlwbv+t+yGVyJrWexNWRV+lSvQttK7Xl0heXeL/u+6SkpvDNoW/ouK4jIdEh6acwZB7pVK6atG3HTIXt20VKoqE+Zqr7My95DC0oJLvyAjY2QsVVtCgcPgyvX4sqS3fuwB9/5E2bVGV/s5hE+hcLxaviMUKLqW8eVlSJ15OF+K82H7FkCCwtLPmtx28ArL64Or36oTkgt7Kmfe+xDKjlRfsH0P7ma/NKeXMRTsWc0tVd3wd+b5y6yxgULy4eo6Jy53xvCNwquemcNBWka++/BLPL/02A+OR4HkYJg1SdaYyZYaAKSpGqYPO1zQCUtS+LXFbwFzOZ4X/DnznHhUHrqbBTuK91x9XX1TASwVA/G3Mpu8zt15XXOH8egNhqznwaJkrTZ7s9ZeKtCc7XUCxflu0QYTFhkk41N0xc81otu5TgEmuBWw8DS7arFsQqJaCFhViYpS2I9aUmVi5emaOfHqVb9W68TnlN3019mXNsTu7NAwphHhhpUg/wUf2PsJHbcOHJBc6Hn9e4jUmUytrI2qJF3xhbi5TUFJJTkwEDDOozw0iVsblTkk1NqCmSk4S/FGj0lwIY2xUUmT/LGvQxAFkJr1G7RmknvF68gO7dISICmjQRWVBZfwelEkaPRvEqjsAeddnQulhGoKtPH651b4bbwERGnPyW6MRomlVoxtnPzzL73dlq8/nitsXZ0HcDazzWUMSqCIcfHqbBbw3wu+4HQGvn1pS2L631e2WeR7p1H4FzrEV2Gx7VtkpwiZPjNvh7g/52aihUdhUiG2rUgKXCGI/ZswXRBDBzZnZfDnNDS9lfhUxUvdDZ4VyfhyI5l9urBa1cWvF5488BGLFrBEkK3e1SpCoIfBDIhisbjIu4t2gBgPzUGbPnxucmJreZjK2lLcdDjnPg/oHcOWkh2WUUNl3blB4pzIqCeO39V6BL/q9CXv9utyJuoURJKbtSlClSxuTH97/hj6uvK97/Cvn/k1dPDCeC8jFUHjZZ0+oledhkhqF+NuZSdqnIrgKs7FIkJxG41YcNy8YQuNVHbe7y+swJfFuA6wdPiLZR6vY2cYSguaPh3DnxnlLJ3rt7mRY4TVI7ElMTqWVdUVh9Zll8yNJO7bNfjvzSZcO/pFwuiAG5XHisPn9u0O4ONg5sH7Cd0c1GAzD5wGSGbR+mdz5ViHwMFdl15YrBu5a0K0mf2n0A7eoukymVM6uXvvxSvFejxhtBdEFGCiMYoezK5zAloSbJX8oRgipr+NDIIgaDGg5iTe81yJDx27nf0gkvtTFj81wUHr2EMKVyZdi5M2O8zYx//sH/znZcx4F7s2sM/Ocj3Ne6U9mnMv0296dRiwscrwRFE8H3LW9ODD1Bw/INNbZLJpMxqOEgLn5xkWYVmvEy4SX9Nvej07pOVF1QVattT/r8v8Mc5Ov+QN6iJb67BYGn0Xca8Kkz3iCj/2woVHYVQiM++kiYvKemCtlgmTKio1eZ2OcWtJT9DaqcVt5Vn6HdriXmbZ8BmNVpFmXsy3D9+XXmnZindTvVQst9rTsD/QcaF3FXVd04dw7PGr3Mmhufm3Aq5sQXTb4AYPphI727DIWK7Hr50vznekNwL/Iew3cKFZ5XHS+cHZzVPi+I195/Cdrk/wDjWo7L89/NoBRGA5EjM+MCgBx72GRG2bK6P8/qZ2MOZVdiIly7Jp4XUGWXmgfXk0W4XxqH61R7/l41noUnfakWNYOx3SDSStpEfctbCgJH9eDU9f10XNeRbn914/7L+1rJ63QoYUYJT65MfqDRA9T5lRy/Ey54Xk6Grl2Fn6uhkMuhQgXxXMPcTh8sLSxZ2H0hC7ouwEJmwaqLq+j6Z1devi4cnwskcqDsAhjWSKQy/nXlL43BNX1KZRCVaSUplVXqJZW9y5UrIvslH0Nq4FxViRHA1tI2t5pX4CDZX6qohjdzUMTgkwafqBFe3eY1xnWqXcaYcX0Srs2P49/AWlQbLF8++0Gio/H/dRhe/cmeERUbht8NP5KVKfR6XZnri+HLX48i1zdmICpVH/v0GFPaTgHgYPBBwmK1K4mdizjhp+iL57tfwpAhcPEinsG2+N2sT8VXWagfGfRzbIPnkDl626EThcquQmjFokVQs6Zgo8ukRc9//BESEnKvDVqYcI0diabtJHZMuYGSdiX5tfOvAMw8PJPgl8HZtjHZQqtWLXBwEBH0q1fNnhufm5jUZlLuqrtKlBCPUpVdSUnCw2HMGPGY22rIPEaSIokBWwYQmxRL20pt2dB3wxtz7f2XkLXPGNxgMAC77+42XGlqYkiqxGgETEoE5VOYrNrmhQvwzjvaP9dUjcscyq7r10W0tkQJ3RWZjECOFdYSoM3/JbSIggGP5vPlv2MJtzFsDFnUAty7PaXl5s4EPAjAWm7NhFYT0tNhNC78lTDrAEx7XgdLC0t1D9DyowloMJ/gn+Px9LsmgmkvXogy7velGdqrQfU7hYTo3k4HxrQYw44BOyhqXZSABwG0XNkyvXJqIQoQVGRXWJhRAUX3Ku5UKV6FmMSY9BSqzJCiVI5PjufCkwvST1qpEpQrJ/qd85rTJ/MDDAmcq4hCO0s7ZIb6If0HoFQqCXoYxOL4QEnbO2UuaGiiIgYqwgtgX9wlQouopzOGOYBX7yT8T6/NeDNTYTfF4EF4t3ipMSNKhVJ2pdjifRwXHIQ6eO1azRtmgZXcih+iGlHmtYX2FHiguMKKu98+xfMHP6HsdXYWvmGhoXj+fYkHP78moNb/WO8H3wWKfQ6l3FJTHhqFQmVXIbSiSBHhr2BjIyaUjo4iErd8ee61QQsT7hSn8e3s20k0vsstfFT/I9q7tud1ymtG7xmtpkwy6ULLwgKaNRPPT58GzJ8bn1vIrO7KFe8uQ9IYVUURxo0TZPG4ceL1pPzhH5cb+ObgN5x5fIYStiX4y/MvLC0s35hr77+GzL+bT1cfStiW4GbETTZc3ZCn7ZJcidFAmIwIyscwiYfNsWPQtq3wBtEGTdW4TK3sUiiELwmI1I1UA8uz64BJFNZ6oMv/ReQRZrwsEQ8fXIaS8RpSPVTQkgLi29WXXzr/wqCGg/Dr70e5IuXUNitiVYQ/7Qby9THg1q3099M9QIcvpH3vsSKNpFgx2LNHkBTh4YLwCpPmB5YOE5BdAN1rdOfYp8dwcXDh9ovbtFjRgqCHQblCUhbCRHBwEOQRZCg0DYCFzIKhjYYC2lMZtSmVKxStQGXHykQnRvPOmnfYeXuntJPKZOlWIZw6ZXCbcwOGBs5jE0WhEQuZReE9kwkpqSlsuraJlitb0m5NO47FpCkQdflLRYPbw0xvKpUmK2LwYc1+lEiQifPrs/DJUtgt6OI2nRlRAC9ev+Dw6xsETh3IhnoQuGgCiugo/Q3z9ydoYn+e26XqPH6UPJnjTgpo3VrwC8HBMHmy8AYnbcx5fzIDnpZh2hFwta9ARHwEay9JI920olDZVQidqF8/o5pDXBrD9PPPpvfc0AYtZX/dHoJztI5JHyBPhTItOpi5gYZBJpOxtMdSrCys2H1nN//c/Cf9M5MvtPL5YJwTTG4rvLtOhJ5g//395j2ZVLJr0iRRzTRrZ6pQiPfzGeFljgXB3rt7+eWEqOiyymMVlRwr5fiYhcgfcLR15KvWXwEw4/AMUlLzLkJmrjRGkxBB+Rw59rD591/o0EH3HGDGDM3VuEyp7FJN5OfOFa8vXhSvDSzxrvHQuZTKum/7fJ3+Lyos2AXPfoEN/vD7DvGeRm8TTab1Svh5/zQUqQqUSiXPXj0jKiEKECTXjPYziP46mg/rDRT7ZCK7tKJkSdi3D6pVE7/zu+/qJj6zwjktrd2INMasqF+uPqeGnaJZhWZEvo7Efa07ZeeWNStJWQgTIwe+XQCDGw7GQmZB0KMgbr+4rXEbTdkNj8Y94vKIy3Su1pn45Hg8/vbgt7O/STtpPp5fGxo497/hT6c/OgHwKvlV4T2DIP98TvpQY2EN3vd7n9Nhp7GR2/BZ48/wdfpUq6chgM9ekGf+rE4d03i7+fsT1NKJl7Z6fBuLKgj6eXi2wm5SM6L6+/XHPeE3BnqBe6+XuM6vpPtaSPPWlpxx5fOjCJj165dBQmVF1apYpsI4x64A/Hri15ytUQqVXYXQiy++gL59xQVtaQlPn8KSXPLCylz2N/PbSvDdK55r7HCUoLCANmvbsf+emckQA1GrdC0mt5kMwJd7vkyPqJh8oZWPB+OconzR8oxoOgKA6YFm9u6S4tmVlATztPuwAeLzfJLSaA7VQnhsOJ/88wkAo5qNonet3iZqbSHyC8a0GENp+9LcjbzLH5cMqM6bSUpPYGCOomspqSnpCxpTpzGazMw4HyNH1Tb9/OC993T3YzIZrNCssDCZsktLhWbCwsT7OSC8pCwUvfd6c/D+QaMCBfci77Hg1AK6/NmFnlenStqn9GuwTBOted4Av01QMSbLRroWP0nP2XF0JR5/ezBi1wgSFAl0qtqJW6NvMe2daUJpW7Om2OHOHWkKOScnOHBAEFc3bggPr+hoSd/HVMqu9KYUcyJwcCCtnFuhUCqITIhU+/xN8dt7Y5FD366KDhXpXqM7ACvPr9S6nSaFuYONAzsH7OTThp+SqkxlxK4RfH3ga+0V71TIx/NrQwLnKmL/2atnatv8V++Z0JhQJu+fjMt8F8b9O44HUQ8obV+aae2m8XDsQ5b3XM6Xn6/U4mlogd9xZzxvpL3Rt69YM1+/DseP56xhaWNeuEJaHxu+d3O2wm5SM6IiX2fpP4nVfS2keWtLzrhq0Eb/RlWqAPBpdFVK2JbgbuRdtt/aLu0EmlCo7CqEXqgmr5UrZ7Cis2ZBbGzunN/TE0aNyqbu8oxzwS/RQ6OJ6irnUbRxaUN0YjTd/urGkjP5x6geYKrbVKqWqEpYbBjTA6cDZlhoqUzqr1+HmKwz44KPSW0mYWdpx4nQE+y7t898J5Li2bVkif5OVKHIPZJYB8yhWkhVpvLxPx/zPP459cvV55fOv5iquYXIRyhqXTSdqJ95ZCbJimT9O2WR0uPuniMFTvDLYJIUSdha2lK5uKaSR8YjR0RQAYEuDxudVVJXrYL339cfGdVVZt0Uyi4tFZrTzw0wdqzRk1opC8XQmFA6/dFJUqAgSZHEoeBDTPh3ArUW1aL6wup47/Vm3719KJCWdpl1EdHnBsz7F1yUxTTvoAGD941kx+0dWMut+bXzr/z70b/qaV2urmBlJQy3pZJQrq6wf7/wdD13Dnr2lPbbqpRdJiK7AGzkNoTEaD7em+K398bi7bfFo5FkF5Ceyrjm0hpp41ImWMmtWNFrBTPbzwRg9rHZfOj/IYkpidp3atZMrEkePhQCgHwEqQHxsJiwN96jUiouPrnIx/98TBXfKsw5PofoxGjeKvUWv/X4jUdjHzHDfQblimakf2v2NHyN56774O2NQgaB57awoY0Dga6gmP0/4xuXacyTTCg9yR5QkpIRpQlKGaBUar8W0ry1pRy/qHVRafOnqlXF9g8eM7LZSADmHp8rvdFZA6wq/qBQ2VUInSheHP7+O4MdjYyEBQvMf96EBPjsM+F/pFSKaMqyZaL8b3AwnrO2ajRRHTJsEQc/OcgnDT5BoVQwavcoxuwek6epN5lhZ2XH4u6LAfA95cvFJxdNv9AqX154ISiV6WXI3ySoqbvMWZlRShrjPYmFEHbvNrr8sClgLgPu2UdnczD4IPZW9vzd9+/Caj5vMEY2G0m5IuV4EPWA1Rf1VOc1gwJHlcJYs1RNLGSmnSYYTQQVMGjzsNFaJdXHB4YOFYofd3dpJ9HUz5lC2aWlQnM6dJFtEmBMimrWQMGTuCesvrAar01elJ5Tmo7rOjLv5DxuvbiFpYUl7V3bM/fduVz5/CLOcRZaFwea/F+CKkHrodC/P4TIYnG0cZTUxmgrBXWTS3B62GnGtxqf/d6xtITq1cVzKamMKtSqJVJbHR3F37xvX/0KZpWyy8A0Rl2p9/8Fv703FpmVXUbO43rU6EG5IuV49uqZdO+tTJDJZHz3znes8ViDpYUlf1/9m85/ds6mckmHgwPUTlMW5zN1l9SA+PP45/+Je0Zbv6FUKtlzZw+d1nWi0bJG/Hn5T1JSU2hXuR3bPtjGjVE3GN50OHZWdhqPq9HT0MoK/+HtcJ1ZAvfBMNA9EvfB4FptB/77fIz7ApnGPL2EkhJKvZZxsxTMbgNfd4Lh70H/ftD1I7BWpNmNGUF4ab0W0ry1dWVcqc7XqHwjafOnNGUX9+8zuvlorOXWnAg9wbFHx/TvqynA+v334rN8qOzSkshZiDxDy5bw00/CTA6EusvCAh4/Ft4NI0eCtbXpznf/vlgQXbggWNmZM2HqVHHOTFB1OFlhY2nDGo811C5dmykHp7DozCLuRN5ho9dGHG0dUaQqCHoURHhsOE7FROnh3FzEdK3elX51+rH5+ma+2PkFx4cex7erL16bvJAh00hIGLzQatECHj0Sg7HURUoBwldtvmLp2aWcDD3Jvnv76FK9i+lPkjmNMTBQLOKcnISfnKF54Pv3i7LrNWuK36NDB1HKWlXt1Mw48vCI5MlNe9f2ko55IuQE3wV8B8DCbgtNbhpeiPwFeyt7prSdwth/x/LjkR8Z1GAQNpY22TfUp8CRyYQCx8PDIONWc5nTq6Aigrz3eqvdK84Ozvh09Xljqoh61vbEo6aH7jFQqRT+WzNmiNcTJ0L37iLYpA+aisuYQtklNVhgZFDBmBRV1Vg9ZOsQZgXN4mz4WbXPyxYpS7fq3ehRowedq3XG0TaNoHr2DN8j9nh1i0OmzDAYhuz+L9fKwJROsCMt29A+WcYE96mMaz2B+r/VJywmTOOcQYXRp2DO/pfY1bgIgxpo3qhmTZGSeOsWdO4s/Q/QqJEod9+5M+zdCx99JCLq2u5rFdn1+LEYO7X5tmSC/w1/jfekb1dfPGt7/if89t5Y1KolrpXISHHfVqhg8CGs5FYMbjiY2cdms+LCCvrU7mNUUwY1HERFh4r03dSXIw+P0GZVG/Z8uAfX4q7ZN27RQmROnDoFvXoZdT5zQBU419YnyJDh7OBMGXtp886CeM+o1nfbbm3jz8t/EhGf4SlYsVhFetXsxeGHh7n+/DoAcpkcrzpeTGg1gWYVmxl9XlXmRNa/e5gDeB0fh59LpWxzCEWqgujEaF6+fsnLhJfZHy8f52VPeGkLL+3AKjNhpcGn8YWdkhE9DWu3tjVnVoRHayhGovLWDgvD84YSv03g3RVhhp+GkokyIm2V2FvZS2tQmrKL4GDKFy3PJ/U/YcWFFfxy4hfaVNKRBqkKsGadd6rECiZUE5sKhWRXfsTEiXDwoDAnffVKkE+ZPxs/HubMyfl5tm+HTz4RHhClS4uJU6dOBh9GJpPxdduveavUW3z8z8f8e+9fWq1sxehmo5l1bJbWiVNuYX6X+ey9u5dTYaf4/dzvDG86XONCy0Zuw/q+6w1vW4sWsHlzvos8mQoqdde8k/P4PvB7rOXWPIl7YlryUpXGmJioThg6O4vrf98+2LpV/3FkMmjQAC5dEouJW7fgtzQz1Hr1Msivd97JOKc2KBQi2qOJeMuC+OR4Ah8EsufOHjZd36S/nUif3EQlRDFgywAUSgUD6g1gSMMhkvYrRMHG8KbDmXN8DiExIaw4v4JRzUdl38gQBU779pLPnU52mdivKzMkEUEaoEhOImjXEsKf3sOpXDXceowU0d58CpWHjUakporxXOWZ+dNPMGWKeD9tYquRyJTJxOeayqybQtmlpUKz0dtlgWqhqCsooA0xSTHpRFcTpyb0qNGDHm/1oGmFptmVVMnJ0K8fnqfj8LMsjnfrGEKLZqQ1OsdZ4LM7leZhMLQXrGkIqRai8M5n52HaR7/j1FGkbukMkinhG7ep/CizgT3fCw/Whg3FWJQVKt8uQ5RdKrRpA//8I1IZN28WVRt//z1bcBKAsmUFwZWSIsYwFfmlBVoXkGmKOr/+fv8Jv703Fra2UKMG3Lwp1F1GkF0gUhlnH5vN3rt7CY0JxdnB2ajjdKraiaNDjtLtr27cjLhJyxUt2TVwF00qNFHfsEULWL06382vVQplr01e2T7LrFAuaVdS0vEK2j2jiRjPjLDYMJaeXQqItLrPGn+GdwvvHNsi6MyckAFK+Gjj+7RwbUtUYlQ6mRWTKMFmpon+TeSpUMG6NK5OtSh+9CwlXiZQIgFKvEb9MQEcHMtxe/1C4hTxVHasjCJVkV6kQBecjl6EBh9mOXGat7aXF8hkeN5Q4nETgipDeDFwioWYaZPxePQ/nsc/1/9FIEPZFRwMqalMaD2BFRdWsO3mNm6/uM1bpd7Kvo+uAKsKV66I7UxQGdNUkCnN6jqdO4iJicHR0ZHo6GgcHBzyujmmwejRsHix9s+/+sp4wislBb79FmbPFq9btRLlSZ2NG7Qy43z4eXpt6EVYrOYy2apBQGMahxmx4NQCvPd6U9y2ODdH3aRc0XLpUYnLTy/jvdcbgEdjH+HiqHtSmA1BQdCunZj4h4Vl8z17E/A07imV5lciKVU9dcJk5KWfn6gaogtyuVg8nD+vfRvVffHyJRw5AocOCYVE1gpEMplYjLi7i//t2gnJvAr+/qJDz0wkODuLwSat4sv9l/fZfWc3u+/sJuBBAAkpCQZ95YBBAXqVXUqlkv5+/fG77kfVElW5MPwCDjb5q48r6P1vfm7/kjNLGLV7FE5Fnbj35b3sUv8NG4SEXB/Wr4cBAySft9XKVpwMPclGr430r9vfwFabD/6rJ+F9fZ6orpcG5zg5vnXG4znEBAGg3ERKirAPWLNGvF60SPhmqqCKnoL6xFI1vvj5aa4+9fKlqOQHItXNysrwtikUIkVBH9kWHGz0hHbztc309zPu2vq88edMbz9d/wJxzBjxdy1WDE6fRlGtqhpR+nbHgcz9Yzi+4VtJSAv9el6Hn6+Xp+aMxdn+vv43/Bm9ezThceqBij7XwL/J/8T48957sGePUOKfPZuhWlZh9Wr49FMRWNxvZGEff38xXqamCuXmvHma5x2ursLv6PhxMc/TAkWqAldfV60LV5VK5e6Yu1RbWE2vmiXYO1hyECw/979SUKDa36+f6Dd+/VWQ7Eai/Zr2HH54mB/cf+Dbdt/mqEmhMaH0WN+Dy08vY29lzyavTfR4q0fGBhcvClWjg4Po2zQRu3mILde38L7f+yiUGWOSi4NLukJZdW+Z8p7Ja2gjxjXB0caRe1/eo5R9KZOcO/BBIO5rjc+gKWJVhBJ2JShhW0L90caREotXU+JZjBpx5ZAIt0pBnDVUkjnidjIcuW3aPMzAMVr/tSDSJ4PXl0F++676mkQFTWsTFxfw8eF0C2darGhBJcdKPBz7MPu+WZGSIkhwhUIcr2JFem3oxY7bO/i88ecs67ks+z6BgdIymAICDAqwGgup/W/+6jUKIZCUlKFG0QZjq849eSImWSqiy9tbXLwmILoAGjs15sTQE1hZaJ5g55Uh48hmI2ns1JiohCgm7p8IZETcv2zxJe9UfgeAv678ZfjBmzQRE/7wcLE4eANxLORYNqILTFRNRqGAceN0b2NjI0iuc+fEgiLrAksuVyeAS5QQqVu+vnD5Mjx7JiLhI0cKDwilUqTuzpsnouQlS4oI4tdfw7RpGj2QEp+Esn9SX8Yt6knNRTWptqAaY/aMYc/dPSSkJODi4MLwJsPx7+9PxWIVTeIL9/v53/G77oelhSUb+m7Id0RXIcyLoY2GUsmxEuFx4Sw7p2HiUbastAPpUeAokpMI3OrDhmVjCPhnPjeem1/ZZSj8V0/C6+FcQouojxthRRR4PZyL/+pJedQyI5CYKIzo16wRfde6depEF4hJsp8fVFT3/MLZWTvRBRnKLjBe3ZW5QnNWEkX12scnR5HbMkWMTysf8PYA/UTXqlWC6AL46y+oVSvdjqHP0LmcL5fKW0trM/u5ILraOrzNcZfpbBkRQM2LoVr/vokKYahtLbemW/VuAByqBpEzvha/559/ikJD9+4J5XzWqos5UXap4Okpvh+I30GVApsVEisySvXiOh56/D/ht/fGIocVGVUY1ngYACsvrNRfUVEPnB2cCRoSxLtV3yU+OZ5ef/di2dlMY129eqJPi4kRqrR8hoblG6JQKpDL5KzqtYqAQQEEewenB4DfNI9KXcoqTYhOjObKsyvZ3s885wjc6oMiWdp61ph0z3KvLFhVcSSJ3yYSNzWOkHEhXB5xmcODD7P1g62s9ljNvK4+fDdkNaPPyPjwqozud6BVKNR9Dp434ZPL0H7aqgyiCwweo/VfCzJ8Ljkhf/ocfvxR85fx9IQHDwSZtH59urc2np6Uti8NwPNXEpVdlpbCcxqEpRHwVeuvAFh7aW226qGA2S0OzIVCsis/wlxV544cERGSw4ehaFGh5vLxMa0HGHDv5T2SU7VXaskLQ0ZLC0t+6/EbMmT8eflPDgUfUvv8kwafALDu0jrDTdjt7TMq3eQzqbUpoBrcNMEk5KW+VCwQi8PINBPTOXOEH838+UIBOX++eK1L6VimDAqPXgS+W4MN3h0JXDMdxR/rhLKienVxP50+LUjgH35Ij9I8coTfmoLHB1BqEnT+GHxe7OT2i9vpJsizO83myogrPBz7kN/e+40+tfuwoJsoLKFtcjOs8TA2XduUzQA4M64+u5r+d5/VcRbNKzbX95csxBsGG0sbvnUTkfNZR2fxKikTeXH1qiBndUEmEwteTeluafBfPQnXqfa4XxrHwCeL6HB5PNGJ0Vggo0apGqb4GjmGIjkJ7+vzRG+ThXtReTCNvT5P8oQ5T/HqlSDY/f3F2OvnBx9/rHlbHRNbrbC2ziChcuLbZSzZJhHGLFokBwpOnYIRorAKM2eKvzeiou0fl/6g5qKaTNg3gcjXkdQpU4ftH2znyNhLtPr0exGNzkLixSXFMWz7MPpu6kvk60gaOzXm0heX2DlwJ/XL1SfaVhgV89lncPQobNkiAjQ7dmQEFlVQkV0hITlLNR00CBYuFM9nzBDjYFZIrMhoiBeXwYUXCpF/oCK7sirdDUTf2n1xtHHkQdSDbHNpY+Bg48CugbsY0nAIqcpUvtj1BVMOTBFEmqWlCChDvpxfHww+CEBrl9YMaTSE9q7tsxFXb9I9o48Y14Ss/UvWOYf7pXG4TrWXFLAyJt3zmX0qQ0OXsHOdHhWitjEP4JdfNI95Bo7Req+F8b+LN3x84O5dze2Uy8U4NWCA2nil8od7nfKa+GSJY3/mVEagbaW2tKjYgkRFIotOL8q+vZktDsyFQs+u/AipVeekbqdUiht1yhSxqK9bV0zGVJMuEyO/mpg2q9iMkc1GsvjMYkbsGsHlLy6nmz571fFi1O5R3Ii4wbnwczSt0NSwg7doIeTWp06JSklvEAypwCTVcF0NxkQKrK1F+oZEaE1/ajUez+V3xGIgIIDkDX9y7OZ+dteA3TXgWhbhjFMsdLsD3T+aTqeeYzNMkLNAmwG3yr/h+8DvM9qhIRU0PjmeD/w+ICElgS7VujC+lfEpB9qQ18UjCiENgxsO5n/H/sf9l/dZcmYJXzXzFoVLfvpJeBLZ2wtSQybTLKXXocBRqaWURbJ/lqpUsvuPaSZJD1QqlSQpkkhISeB1ymvxmPw6/XXm56rPMj+/dT1I7d7NdnwZhBRVELRricZCKvkGUVHQo4dIKytSRPgQ6vPJVE1spUImE9dEbGzOyBQQE3YPD8nehYbA0EWLFBWEIjmJoPWzCF86F6cKSbg19ED+zTcolUr+vfcvXx/4mktPLwHCQHmm+0w+afAJlhbap8Knw07zof+H3I28iwwZk9tMZob7DKzlIkj4U4ef6LmhJwtay/E+paDC++8Lj8lFiwT59e230Lw5dOwoDliqlPj/4gXcuSPS6Y3F6NHCc/Xbb0VamoODqOipgsSKjIZ6cRnrt1eIPIYqKHvtmlAcGpkSaGdlx4dvf8iSs0tYcX4Fnaoa7vWbFVZyK1b2WolrcVe+D/ye/x37Hw+jH7LaYzWWzZoQFBJE+L5fcSoRna98GlVkX8cqHXVu96bcM8as2zL3L9rmHCqFtt9qdM459BUG0GQor5SJYiRjr8/DI/lH3ddO5jHv8WMRiEpNFaV5tcHAMVrntVBLCV26iOq7X30lPBoloqh1Uazl1iQpknj+6rk0f7SqVYXdS5qySyaTMbH1RPpt7sfiM4uZ3GYyRawz/VhvvSW+ry5Bjo2NzgBrXqCQ7MqPqFbNdNtFRcGQIRnm3h9/DEuXZlRsMgPys4npTx1+YsuNLdx+cZs5x+bw3Tuiwp2DjQN9avVhw9UNrLu0znCyq3lzWLYsX0aecgqzk5dmjhToG1yXr4hD1rgJu213s7/1UWJbZmxjkSqkzN3viP8NnqSNox+8BVqILhWyDmh3Iu+okVzp7chkAKwivMbtHce159coX7Q86/qsy268nEPoq7pViPwDK7kV09pNY/C2wcw+/BNfjF5NsYsizZBevUR/fvKkZo85Hx+tEcZ0tVQRslcbSsOw278QeqICianJ2skoLQRV1s+kpj3kBOFPJQaA8gJPn4pJ7KVLwsdp926dPko5QpEiguzKibJLBUPJNonQu2jJAn2VOkVA41dhQN8tbZ+4HXz5+2D22oWlL0odbRz5uu3XfNniS51VqxSpCmYdncX0wOkolApcHFxY12ddtoBOjxo9aO3SmuMhx/nhk8osXfxQKMmCgoQ316pVIgJ//nyG0qpmTUF43rplENmlMUAxdaogvObOFeRasWIZCzOJaYxSK8tlVtTpLLxQiPyJatXEQvT1a6HkkLrW0IBhjYex5OwS/rn5DxHxEekpVDmBTCZj2jvTqOxYmWE7hrHh6gYu3TlKlEUojwcDXINL43A+NjFf+DSmKlPT+5UOVTro3f5NuGcMWbdl7Td0zTlUhNSIm79ic7MtsSnxRCVEafxva2mrfczQMpdJD4j5z6f9+5N1N1w15sXEZKShlzKN51j6KbRdCzKZsFepX1+s2w8dEkW1JEAmk1HGvgxhsWE8j5dIdmVRdgH0qdWHaiWqce/lPdZcXJNRHOnVK+jdO4PoyhpgVcHVNV+Z00Mh2ZU/MXKkqLqoizmVy8V2unDxovAeundPKGEWLIDPPze7gboxE6fcgqOtI/O7zGfAlgH8FPQTA94eQPWS1QGRyrjh6gY2XN3AL51/SY/cSkKLFuLx7FnJZb4LCsxOXqpK6mqLPuuqPKYH+gZXlPBZ2FLIZLVW5lWaeusOvHsfSr7WcGCJxJtqQFMZU2qCEiUyZIzdOxaPmh743/Bn+fnlyJDxR58/KFukrEGVIfVBStWtQsIrf+HDGp78nDqO28kvWVAsmm/KlBEpTP37i/vDCAVO0K4lOtVSyOClrRLvfXr89IyAnaUddlZ22FraYmeZ9mhlp/Zc9ZmdpR3PH15nS8QRvcd1Kmf84s2sePRIKLju3IFy5YTyp359s5xKkZxEUIUkwkuD06FVuNWZm29UEJmRuZpZ1gqHKhXX9PbTqVGyhl4VhLaARmiRVCY9+QMQHlujm41mqttUvWbJD6Ie8JH/RxwLOQbA+3XfZ2mPpZSwy17BVyaTMavjLN5Z8w4ryoUxoVNjqh84L4jNQ4eEN+SFC8Ic/PBhMRfLTHZJhM4AxezZYmG2bBl8+KGwqejeXXIao9TKcgVNhVKILJDLUdSuRVDUJcKXf4lTq3eNVkk1cmpEY6fGnA8/z5+X/2Rsy7Ema+aghoOo6FCRnn/24HpiCBipAjI3rj67yvP459hb2dPCuUWetSM3YWiQInO/oW/OoZSJlMP3NnqYrL1ZEb50DjT1kkb0vnghHm1t1b0wzY06dcT6fuFCkcFy/rzkNWWZIoLsioiPkHauqlXFYyayS24hZ3yr8YzaPYp5J+fxRdMvkCsRxZDOnBHE3/TpIkU/87qtdGmIiABH3UKAvECurMhjY2Pp1KkT165d4+TJk9SrV4+NGzfi4+ODnZ0da9euxcXFhevXr/P555+jUCj44Ycf6KRP3v+mwtpaSNLnztW+zfjxur22Vq4UhreJicIs1c8PmhqoVjISUiaxeTlxer/u+6y6sIr99/czavcodvXfztHdS4l4codSlg5ExEew9+5eetXsJf2gtWqJiGpsLFy/braFTF7A7OSlygxZU/pnDs2QpSzoAWrbVeKDFkPpVrUzTVp7YRH2WHcVMgOJN6mpoO5r3TkVJtSBLSq2IOhhEGf2rcF2205sI6KxSwHbFLB1LIXtZyOwfacjtpa2aqRB5v/WcmtkmchtnWWbs5BuhQubfIIjR7AcOpTv7V7yYV/4pb0VozecxLFiVfXtDFTgSFVBtbCpRs1abbCV20onqDRsp3qd9ZqUAkVyEq5T7Qkrokj36MoMmRKcX8lx66EnAJQXuHUL3n1XEA6VKsGBA1Ajh15oWsjv9HTtXml9XswCnKcuzn0VhERyXlu6tz4Vl9qpdCkU0wIa9ikyLo+8QrUyGkqpZ4JSqeSvK38xavcoYhJjKGZdjMXdF/NR/Y90XrPtKrejW/Vu7Lm7h2mfVmH9kyThqefhIQzrO3cW6ssJE8QCxkCTekkBisWLxfxj/Xoxlu7dKzmNEcRvscpjFUO2DVF735DfohD5G/6rJ+Hd4TKhDgC74dLuHKmkhjUaxsjwkaw4vwLvFt4G9+u64O7SDsdXKSTYkbO0NDPi4H3h19WucjvDguMFGLrWd5mRuSKlClLnHJUtS1OsZHnuRt5Vq3LuaOPIJw0+oVPVThS3LY6DtQO3X9wmLjmO6KvnGH9fv4+108NIsRb++28RkNAFFdllYlWXJHz/vRg7rlwR6/nhwyXtZrBJvUrZlZbGqMLghoOZFjCN+y/v43/Dn37Lj8L27aK68+jRwv/v3j0RtFGN83FxQtWckiL5a+YWcoXssrOzY+fOnXz1lXD5T05OZt68eQQFBXHmzBl++OEHli9fztSpU1m9ejXlypWja9eu/12yCzLMtufNU1d4yeWC6NJmxv36tSC5Vq8Wr3v0EJWeVKXIcwmmmMSaCzKZjMXdF/P20rfZd28f5b63I9JWvcP+edtEek0ygOySy6FZMxHJPXXqjSK7coW89PQUneSOHerv60nF0gepg+t3jr0Y8M408cJ3gVBEGuGBpLUdElM8MxdtOBl2kpNhJ8WLllm3fAEPfhT/9SAz6aBUKnny6onWbXPsv1aIDORUjRcTIwzoly4F4H3nCvxkK+d6Qgjz76xjesXpOWqeU7lqoP1SSMf/ao3Ocx8suZU1vnXG4/VwLjIlaoSXLO0W9akzPv8pmC5eFETH8+eC4Ni/P4OAMBaaSo87O+P/URO8bLYZ7YViMmhpH76+GvvxnHrZSAloxFspCTm2m2q9tZNdUQlRjNg1gr+v/g1AG5c2/NHnD6qUqCKpHT91+Ik9d/ew4fYWJv+1jwa9PoPbt0WEftkyUX1z0SKhAk9OK+Bz5ozoJ3T0CwYFKNasEYTXjh1iPN28WWwYHi7OaaW5SnbmcwFUL1Gdme4zC6yvUCGyI139WEz9/Zz0DwPeHsCEfRO49vwap8NOm1TdFLRrCU/ttVd6NJtPowHj9qEH0vy63jRoW99ZWViRnJrMlDZT+KHDD9n6Dalzjk8rvsf0h2uz9XkxiTEsOr2I9q7taVe5HQANnRoCoKj3EfOmLtMTELPArVxTeHBaKF9//hkmTdKe7ZSXZFepUqLwyJdfCk/G998X9gd6oDKpN1jZ9fgxrF0rxDFubthb2TOq2ShmHpnJ3H8m4rXgkVjtJSeLds2YkTGuDxggjrF3r3iMiIDAQJP5e5oCuVKN0dLSkjJlMspM37lzh7p162JtbU2bNm24klYZJDw8nBo1auDg4ECpUqWIiND8YyUmJhITE6P2/42Etqpzs2aJC2nDBvGoIsPu3hUeIKtXC+PJn34STGwuE10qeNb25IH3AwIGBbDec322krx5iRqlatC7qKjwEmmTfRJ5Kv4Oa1eMMeygqlTGN9C3K1eqyTRrJh579JBeeUwPpKY1qW1nhipkhqR42lraMqrZKMa3GMvI60X49DwMvAye16H7behwH1qFQKNwqP3SkirFq+BU1IkStiWws7TLdryElAReJrwkPC5cJ9GVGbldPEIXYmNjadGiBUWLFuVqWsn0jRs30qpVKzp06EBIWorO9evXadu2La1ateLAgQN52WSx4Hd1BXd3If12dxev/f2l7b9nj4icpRFdfPYZ8qvXmf7erwDMPzmfyNeROWqiW4NeOEdnkEXZoASXuPyjlvIcMge/yl9R8ZX65Mn5lRy/yl/luX9LNhw/LpR2z5+LKshBQaYhury8sil1FGGheCduy/tqlVraR1iYeF/L9a9K9x7w9gCN1cx0IfzeRWnb6Qh8HHl4hAa/NeDvq38jl8mZ2X4mgYMDJRNdINK63q/7PgDfXPUVBsOlSwtrg99/FwWCAD75BL4TXqHcuaO3XzCkQAxWVqLKtru7IL0GDBDpL0qlWMzowZYbWwAR1TfmtyhE/oS5qtkWty1Ov7r9AFhxfkXOG5oJUgOVJvVpNGDcTklN4fCDw4A0v643DZrWd12qCaVUtZLVNPYbbj1G4hwr0zrnkClF4ajlL/ZrJfdBc/V3VUBMdZysxwXwqTMB+eEjMGyY8OL6+mv44APthVxUZFfpnPvRGYUvvoDatQV59MMPknZJV3bFS1R2HTmSEdgfPFjtmh/VfBS2MmvOKB4RpMn+K/O47u8vxjYQtg2GznnNjFwhu7IiKioKBweH9NeKNLJGmUlF4ejoSGSk5sn8rFmzcHR0TP/vktMJZH6GquqcKnd3507NnfHkyaI876VLUKaM8ASZOtXoaiumQk4mseaEIjmJo2EnNVbuAPHeuHuLDRv8mzcXj6dPG9aWVAWBDwLZcGUDgQ8Cs3Xi+QVmJy9VUQt7+2wldY2FW4+ROMfJdQ6uGhf0BpYT1tuOtFRQmcaLTR1/9PmDRd0X8autB4s3vWLldvjLH7Zsgl3r4eA6OL4Szi+D674p3G+wiscTHhM5OZL4b+JJnZZKwjcJRE2O4smEJzzwfsDNUTe5OPwii7svltTevCgeoQ0qZbCXl/CTUSmDDx8+zA8//MAPaZMAlTL433//Zdq0aXnXYCMX/ABERooJQ/fuIu2talU4eBCWLwdHR/rW6Uv9cvWJSYzh1+O/Gt/Gx4+Rd+mKb1ogLtv9oRTdYn5TS3kOmcODn+MJeNqN9X4QcK0ZwT/H5z+ia/9+kboYHQ1t24r+I1PAzygoFEIxpSG9OqgyhDqi15z31w1jpEd8Tdi+9PfGjtXtRWooEhJw2nZI0qbHLEIZs3sMPid9SEoR43qSIokpB6bQfk17HkU/olqJahz79BjfvfOdzgqN2vCD+w/IZXJ23dnFUbvnoghBkSIidfWwWBhn+/tk6heev3rOkYdHWH5uOeP2jqPrn101+mhpQnqAwtYWtm0TwbeXLzPOpyeVMSohigP3RZCgb503p6J0gQyWmBjp6kd95t279KeBZcXQRqL654arG4hNjM1JM9VgVKAyJzBw3D4TdobYpFhK2pWkYfmGpmlDAUPW9Z2qun2iIlHz9j6++O4W/ZE2QupD156ExYWhDWrkfhZoDYjFgF+liWKeYGMj5lNLl4pAwKZN0Lp1tjQ+IG+VXSCCF/Pni+cLFgilsB4YpOzy9xdeklrGpLILVzHonEhJnNtaw/6q/T7/XNwjz7MQbFLmvLmEPHHRLlGihJoaS562oLXIRMxERUVRUosiacqUKYwfPz79dUxMzJtNeKmg6oyzXpihoRlpjW3awMaN2VUphVBD0K4lhBXVLpEGYc5skERapey6dk3kLhctqncXTaazZezLsKT7ErzqSpvk5ibMWk1GRXZFRZnskDlKfzJhFTKpPgfDmwzHq07a7x4uUV2VZTuZTIaNpQ02ljY4om4UWa9sPWYdnZUvi0dogz5l8MSJE4EMZTCQrgwurSEil5iYSGJixmTMpMpgfQt+mUws+D08shO5fn4iBf3Zs4ztfvhBrXKuhcyCGe1n0GdjH3xP+TKu1TjDq2A9fQodO8KdO3hWroxfia54h65QSwWzUcD6qvlQLYW4p9u3HwxL90AxS8hHZBwgxukBAyApCbp2hS1bTGNuGxSklbAI1z/UADA5eDmT5y6nUpwlTSJt0v7b0uSlLWWSrcV1l/m/hYX092JidBMqSqUgcIOCTNOvKpXwxRe4HQ3BuSmEOaAxfUXVzS1+vBXSxE0T901kcIPBXHx6kXPh5wCxaPfp6kNRa4l/TA2oUaoGQxsNZfn55Uw5OIUjg48g8/cXauXjxwFIlcEjR7hZGm6UhhtllOLxTD9eXNE9J9EFtQBFsWKCaGvfXni+gAiEtmmjdf8dt3aQnJpMnTJ1qFW6ltHtyG8wtY2KWccPM8GcKim3Sm7UKFmDO5F32HRtE0MbDzX4GBqP22MkzscmEFYk1fw+jUaM2weDhV+Xu6u7yatlF1SofMuSFBpEAitXwqRJeAJ+T9/Bu+hRtTlHsWQZZYqWZXbEVknn0pZ94DlkDh7JPxI0z5vwP3/DKQ7cHoL8QLeMjWQyoZqqV0+sqS9fFpklGzeKQjKqVNbAQLF9ieyFSXINXbqI8WPXLlG4bvt2nZtLVnZJCU5NncqEEkqWN4KdNeHrjvDKGqq9hJGnwTo1bVsVKajpOLrmvLmIPCG7qlevzvXr10lKSuLMmTPUT/M3Kl++PHfu3KFcuXJERkZqXKgA2NjYYGNjk5tNznvoujBVKFZMRBBtbXOvXQUUYU/uSNqux6XJ1Hn+F5UcK1HJoRKVHCvh4ugiXjtWomyRshkDnZOTSFMJCRGpC3om9NpMZ5/HP6efXz++evwVc97Nf4tNs0E1oJiQ7IK0aM/KVLyv/SrUD2lwfiXHJxeNm7X5HNjKbUlQJFC3TF3md5mfsYPEio9aJdgakN+LR0iBIcpgTWPIrFmzmDFjhnkap4OQADQv+J88ESSXKvpVuzasWgUtsxm1AeBR0yO9CtacY3MM6yOePxdE182bIi03IADPKlXwSF5A0K4lzL/7B9tfnWdI88/x7JmP+x4DDb7Nhqz+Lvfvw2efiRSJfv2EwayuQjKGQAf57RQn7RAVoyHMER4VTeFR0RT+qZTRd7hEQ5PH0CQcGoeL5+Wkdy3SIZXE14cFC2DtWuRyOb4OffFiU7aARnr3lmWxrFAqWHlxJQAlbEvwe8/f6Vunb7rK2hjvMBWmvTONdZfXcfTRUX47+xtlnctyY0obblw7zI0ycKsUxGu8JATR5VrclVqla1G7dG1ql67NW6XeYuCWgYTHhRsWoChZUij8a9QQwbcZM8Q1qUVhqEph7Fv7zVF1gemDJWYdP8yEVw62krySjFFJyWQyhjUexuQDk1lxYYXJyC555Et8j9jj1S3O/D6NRozbh4L/m35dWaFIVaT7LaqsFbKRXVu2CPUPoJw8ifqTPmPS7V38feJ3zsXcJpFkYqyVxCQ9lXxeXdkHcitr2vf7Cr7+TRAsSoWw/7GwUPdia9tWrNX69hUZOV26wEcfCe/lzNfDhg3isxxYquQIv/4q0uJ37MhQjWtBmSISlV36rnkApZIakVD9BdwpDbMzDTETO8P44zBHnwjW1EEuI5FrZFf37t25ePEit27dYvjw4YwdO5Z33nkHW1tb1q1bB8DPP//MkCFDUCgUzJw5M7eaVjAg5cKMjRUVf/LwgiooeG4nLYIaTxJnH5/l7OOzGj+3llvj7OCcTn659CxCpVNQ6fg6XOqUoZJjJYrZFMu2ny7TWRXmHp9LswrN0j0R3niolF0vX5r80J4tBuPx2a8E1bAmfNwwnMrXMLrkdo7akcWM+cjDI/x27jdsLW3Z6LURO6tMnltuboKQCAvTTXJ/8YXIkf/mGyHRltCG/Fo8QgrytTLYEDWeUimKh4wbJ655S0vhIfHttzp/R5lMxsz2M3lvw3ssOr2I8a3GU75oef3njIwUk6Rr18RkLyAgvRKP3Mqa9r3H4vN3INw6T52y9aR9j7yCqpphZKTws8gLTw1NRuwqDB0qTMlNGcnUQX67PQTnaO3qJuGFYkFw30DiUhO5EH2TczE3ORdzi3Oxt7gdH0KII4Q4wtbaGftVtC5NkyLVaWJfPe2xGuUtSwgyT6lU/3/5sihHnoPvIRmHDonKhgC//ILn2LH4ra6M95W5agEN8eV1H+rcZ+eoUrKKRpW1s4Mzvl19dfaJsYmx3Iy4yY2IG9x4foMbETews7QjISWBkbvTVCdyIFPNGisFvPUCakVA7edQO+2x5pyV2H/8abZzLOy+0LgARfnyYvH2229CMdq1q/jbZSkNH5cUx7/3/gXIUBa/ochpsKQgZZYkKZL4OehnfryTFkTTYtuRU5XUJw0+4ZtD33Ay9CRXn12lXk7Hj8RE6NMHz9Nx+FkWx7t1DKGZMjGcY2X41JtoukClgSr618mvOR4ilJr/Rb8uFTT1mQAXwi9kvNi/n+ghAzj0Vir73qvNv06bCV6o/ruVsS/Du9XepUu1LnRw7UCrVa1ynn3g4iLGX4VCkFwHDoj/KmQumnL4sCgksnq1mJNlRWysUIAZ6dmbY9SsKXy7fXzEfPHiRTFf1ADJ1RglXvOTBpThTqnsx1LIYG6aUFgv4WXA+cyFXCO7du/ene29Dz74QO11nTp1OHr0aG41qWDByJSmQmhAZCRl9h8HCdXfi9s4sspjNWGxYTyKfpT+PyQmhMexj0lSJHH/5X3uv0zL9y4L9ASSV8NSURGzuG1xQYQ5ZCjCYhNjdZrOqjBq9yg8a3vma6WNyWCGNMZ0XLiAXAntyzZH8fkCgh4FsenmljypNqVKBT0TdoZPtgpDR9+uvtQtWzfLhnIxGOuqDNmyJZw4IdLd/P2FIkjlHacDOa2AlpfI18pgqQt5Cwvhy6WqXtO4sfjtGjSQtHv3Gt1pUbEFp8JOMfvobOZ3na97h6goURXw0iUoV04seKtXz7bZzYibAPk/jcneHipVEiTv7du5T3ZpsxRQoVs300v2dZDfciX47gWv/mhXQdSdgLyNG45AezrRPtP+MYkxXHxykXOPz3EuXPy/FXGLsKQIwpIi2P7yZPq2FYpVoIlTExo7NaaJUxOaVGhChWIVoFcvWLFCOzkvk4n2u4lFSlJKEkvOLuFe5D2qlazGyKYjsbaUEHx48AD69xeLmI8/FoQj4NnZG4+hcwmqDOHjP+eY7TORuqgHG69t5K3Sb2lUWYfFhOG1yYvN/TbTtlJbNUJL9TwsVru/DEC1EtVoE1eC2nvOphNbVV+CpaZ42wvNKXE5ClDUTRtXrK3h/Hl47z2R4njuXLrKYXepJySkJFC9ZHXeLvu2zu9T0JHTYElBySw5+/gsn277lCvPRBprc7vqnIm/C2ZQSZUvWp6eb/Xkn5v/sPL8Sv3jkS4olUIFdOIEFC+O5+pTeFRxJWjXEsIDtuO0PQA313bIfzWh8ri8hGARpI/vx0KOkahIpGKxirxVSnuF1zcZ2jJTAP6+9jcNyjcg+eF9/g1cyclxqSgsAG5AlKja2KZSG7pU60Lnap1pWL6hWiqoSbIPrKwE4fXggQjOZIXKT0pFYC1fDv/8o3v9kZfpeNOmwR9/iGDlsmUiG0ADJHt2SZirJlnAvJov0KjJkAFKmNcafjyUltKYw/OZE3mSxlgIIyD1QsnjCyrf49Il8PSkYup9SWRXVGI0Je1K0qd2n2yfJSuSeRz7mJCYkAwi7MZJQgK28ai0JY8qFiUqISr9/+Wnlw1u7vP45wQ9CjKfT1Z+QuY0RlWut6lw8SIA/i2K4e3ranD03tSISYzhgy0fkJKaQr86/fis8WeaN1RVhsyqIHF2FlEe1eejRolBsFUroXiYMQPssldmzAyz+q+ZGAVGGSxFjVe8uKgGFBcnFFzTpwsvBi2ROk2QyWTMdJ9Jlz+7sPTsUia2npitUmo6YmKEBP/cOZHCdPAg1FInsxSpCg4FH+L2C2GAWiAm8G+9JciuW7eEwWxuQZ+lgEwmoq+9e5t2UqyH/Pa8CX6JvfBO2anmhSIlXdvBxoF2ldull3MHoVi6+ORiOvl1Pvw8NyNu8jj2MY9jH7Pj9o70bcsXLS+Ir6mtaOK7mSbhUCEmk4hE1Zf7+IBczqT9k5h3Yh4KZUY7J+6byPhW43Wn5cbHi7/rixfQtKmY9KuOfeyYCGiUaARjlnF895h0jy5dmHJoilYfRdV7/Tb306nCLl+0PLVL185IPyxTm3/v/ssvJ34BYEWl0VgdHay2j0ImCguEFyXDV0ZHEQOjAxQq1VGNGmIMOXpU9AOZfKe2fGIHVUUKo8yU424+RE6DJfkJmgjjVFKZHjiducfnkqpMpbR9aRZ3X0y/Ov34Z81kvK/PM7h/kIJhjYfxz81/WHdpHd1qdONF/Avjgmhz5wp1jVwOmzfDW28hB+GdW60jLKgPEedEP2yK/jU6WvSrupCFqD94X/h1daza8Y2/XzRBSmbKlINp1WedxcNbJWvQpXpXOlfrTHvX9jq9EU2WfeDqKsguTcjqJ3X0qG6iK6/T8UqUEEHtkSNh2jQUfXoTtH4W4eF3cHKqgdvoucht7dLTGCNfR6JIVWi/91Rz1UzrCiXwuBjcKCP8JP9ubIWCZO3qaJkYx5a0t2dswGtJQa68gkyp1JUfUzAQExODo6Mj0dHRavLkNwoKhbhx9UVNg4Pz1AQuX+Ovv4SfyuvXKKq64vr5a0ITtOeIF7EqwqvkV3za8FNWeqyUdo5Xr0SKgEIBoaHElnZQI8NCokN4FPOIS08ucenpJUmHXO+5ngFvD5B2/oKMV68yTP3j4tSMuXOMDh3wfxKA1/vZgxSqaJFff79cIbyUSiUD/Qfy99W/qexYmYtfXKS4bXHdO2X1BnJzU7/PIyLEoP3XX+J1jRpCKdS2rfRjGImC3v+avP0q1Q/oTj9t00aYtqr8pwyEUqmk3Zp2HH10lFHNRrGo+6LsG8XFCaLr+HHh4RMQAPXrq21ibPpWnmP0aFi8WFQi/t//cu+8gYGiCrI+BASYZ1KsKX3SxSWd/FYkJwkVxNN7OJWrZtJ07VdJr9QIsHOPz3Ej4gapyuxh3XJxGd5fTZJL0WTUzzi//xmTD0xm7vG5Ws/xVWstXpVKpahA/fffULas8FrJnD725ZeiavWYMbBgAT4nfRj37zhTfO102FvZU9q+NJUdK1OrdC2aODWhTaU21C5dO9uiIi4pjqq+VXke/5zfaoxj+IcZahf/2uDdFXUPyWjwjW2D5+8mzm44f15U6i5fXvxtvvlG7ePXllBmkjAePl1tNs0+mmTa8+tBbowfqmBJ5cqVGT58OLa2tvj6+qYHS1xcXLh+/Tqff/55erDkXR2+OLndfk3QRBhbyCxwtHHkZYKwgvig3gcs6LogfQEMmK1/UKQqKDu3LJEJkWrvGzSWbN8uyGylEhYtyq5eUShEsCguThReqJfDdMkrV4Rf0507ItiUkqJdRZ8pha3FihacDjvN2t5r+aTBJzlrQwFE4INA3NfqHwPbPYAPX1Wls88OXCvUMfg8mf3AjCJOe/QQKlZ9CAgQ8+KBA/Vvu369KECTF0hJgUaN8Fdc1Tx+2HjQ6yc/rH6wAuDZxGdq9376YVJTuP/yPjd/+ZobQf+kk1s3S0OMEZbfo0t2ZaG3SIPXd++YGlL730KyqyBB2yIqFy6oAo3kZKGcWLBAvO7SBdavx/9pYHpZb01S2ZnuM/ku4DuKWRfjycQn2FtJrKjVoIHwL1FFDDSQCopUBU6/OumvmAEEDAooMAqcHEGpFKkWKSkiguLsbLLjKkqVwHVwdHY/lzSofACCvYPNnsq36sIqhm4filwmJ2hIEK1cWpnu4Dt2CA+vx49FvzB6tDDm/PdfzeowlWdBDlDQ+1+Ttl9FKG7bJszJIzRIye3sRPXckSNFOmMOEBAcQId1HbCWW3NnzB0qOVbK+PDVK5EqeeSIWCAcPCjSJTNBWypCbhPARmHhQkFw9O4t0g9yCxs25P2k2EzEtTF4lfSKS08vpadAng8/z/Xn19UW4SqUtitNxGvd6RVymZz4qfHZUxrnzoVJk8Si9NCh7JHiJk0EsbNxI/TvT1JKEvY/22tsR+ZzLem+hOG7hkv+vppgaWGJi4MLlYtXprJj2v/ilTn/+DyLzy6mQlEn7i60wO5hGP61RbqpEtQi5qp0Mr9EDzxnbc1Re9Tw7JlIXZbJoEIFETDNhK21oM8HUCkKHmxxRhb8IFevpcLxw3BM2j9JJ2Fsb2XPX55/0btW71xpD4ixpO+m7MUNJI8lV64IhW5cHIwYAUuWaN7O3V0EHFasEN6IxuKvv0S6ZHy8SIn38xPzTh2BBICohChKzSlFqjKVkHEhODuYaJ5agLDhygYG+usfA9efcmHAX5fyrpph//5CHagP69eLcTQvg1gS4T+0NV4uJ3SOH5+VCCLydSTnPjuHhYVFttT7O5F3NFfMBOSpUC1SpNvHFrPmUEXN22XG/C7zGfu4kt57xxyQ2v8WpjEWJEhJaSqEOp48ER1eUJB4/e23Im1ILsezpG6pbO9avVl1YRXBUcFsu7lNmrrK3x/upZVv9vER/zWQCnILMcnu56fbfN7FwUW/EeMbAkVKMkFvWRNukYLTjoW4DfvBNIqEhw8JctROdIEgO0NiQsySMpo5OpWkSGL07tEA/NjhR9MSXQA9e4pF4MSJQjW0cKFY/D17ln3brJ4FhcgZNCluSpQQBO7TTArS8uVh8OAcE10A7lXccXd1J+BBAD8d+YllPZeJD16/Fh5KR46Ag4OoypaF6NKViqBEiQwZY/eOxaOmR/70clMp4m7fzt3z5gdLAbk8dybcEki1ItZFaO3SmtYuGamk8cnxXH56Wc0D7Nqza3qJLhCVEpecXcLYlmMz3vz3X1G8AUTQKivRFRubnqpOG+Gaa21pzfhW43WSAuNbjeet0tJSdn959xccbR15GPWQh9Fp/6MeEhoTSkpqCsFRwQRHBWvc93FcOOWG2lHnIVwul53oAuGjJFPC2MRteCS8Rm6rOw1dMsqUQWFjRZBTMuFFw3CySkuZTLvtt6QVJPC8AbKQ0DyvmlUI3UhKSWLeiXk6t0lMSaR79e651KKMsUQTJI0lz56JuUtcHHTooDutsEULQXadOmUc2ZWUBOPHC1UwCC/Lv/4Svo/NmokAtY4+7/CDw6QqU3mr1Fv/SaILdFdCVNvuh/l5R3SBdNW86nfWZUGRD9LxFAmv8XbMTnRBmg+fEgbLtpGaIoQZTX5vovVYdsmiQErWIinVI8EmLT6UZJGE/TQLFGg35JLL5IxsOhIsrfXeO3mJQrKroMHTM19fUPkKJ06Ixfzjx1CsmDD38/BQ20SfD8bH9T9m5pGZrL20Vj/Zpc20WAup4FXXi68ef6V1Mi5DJs2I8Q2A/+pJwkuif1ov+2wOzlN/xdcEXhJcvEi4dnsANTyOlWDyYgC0VaupX64+k9qYKV2keHER9ezfX3hDhYRo3i6rZ0FhH2I8tN37qsqi9vYi1W72bJFqPmaMqPxjAsx0n4nbajdWXVzF5LaTqWpXQaidDh0SacF794pJfBYEPQrSWSTDnASwSfBWGklx967p/FukoABMik0CTeStRDWovZU9LZ1b0tK5Zfp79yLv0W9zPy48uaBjz4xt03H3LnzwgTAZHjZMKFez4uRJ8bmrK1TM8K5TpUNmTfeSy+Tp/mCKVAXODs56q3+NbTlW41ickprC49jHGSRYFjLs3st7pKSmEJv6mlN6ivYpZaIiZtCir2g/UUNashHwXzMZ75HJ2VNe9sJ7t2FH2nrQ63rah4VFjvI1lpxdolOtCFoIYzMiR2NJYqLoTx4+FEVTNm8W5uLa0KKF8Lu7upPwZWMMS8UMDYV+/UR/AfDdd/D99+pjh55AwsHgNL+uKh31n+8NhVslN519JkpwKeKEW6Peud42NXTtCj/+qP3zzGO1lIJQaZ6TeYWgRV/pDNojg1gbIDk+/a2SdiWFj2Tp2tQOT6b2r2up/RwqRYOFnrw+61QYX7w7c6N2at1mfKvxGSpsY4JwuaRSLyS7CiJyK6pbUKFUilLb3t4ihbFOHTFx18Ly6zLq/riBILv239/P49jHouqUJugyLdZBKszqOItfjv+SbcBwcXAxzIixAMN/9SS8Hs5FmcWiK6yIAq+Hc/FbTc4IrwsXcIqTtumsoFmUti/Nu1XfzbHxqK5qNVeeXmHrza3m/X07dxb3QY8e2rfJa9PNNwH6DMtBEJAjR4oUZ3d3WLMGOnWCDz/M8enbVmpL52qd2XdvHz8GzmTVygih5LK3F34VrTSrB8NjpS1qpW6X66hUCWxtISFBqGkfP86dAFABmBTnGAYGbrThZsRNtt7cytabWzkVdkry6auVrCaexMYK4jYqSlSeXbRIc+ESVRXvzB6FaZjz7hx+dP9Ra+VHuYU8R9W/LC0s06ssu5Gd4ExRpFB3SV1uR96mWXJZzlhpUNlmQXj4Hb3bSEH62JoluyPMQaRSTj0C0bbgFAutVFxFYZGjfA01ItgE25kCRo8lSqUgr48dE163O3YIb0kd8A/dj/dYCHUMhyeL4Ak4H5uoPzB66JAgzZ8/F+Pxn3/qnhtpO0zwIeC/TXbp6jMBkIHPe4vyPlCfueK0lLE6p9lTZiZuwsPvgIRM6UqKojySxzGn0xwmtp4o1jIq32/tnLRGzGkwAZJr6wwYGY0cBNQMRc7zKApRiPyE16/h00/FwjI5WUzMT5402gS6esnqtHZpTaoylfVX1mvfMChI/YbNisykQiY8e/UMJUosZBYc+PgA6z3XEzAogGDv4P8E0aVITsL7+jztslxg7PV5KJL1541rxYULuD0EZ1nx9MWLNlx9fpUuf3ah9arW7LmzB2MtDaVUqxm7dyyKVN0R2hwjOlradoXRfOOh794HQcQEBUG7dqKENIhJ/t27JmnCzPai+uS6S+u4c2KXIIF27tSpLpKciiBxu1yHhYUoxADC68XdXXhpubuLSZ2/v/nOrZoUZ1IRAWKiVtDTgvUFbkAEbhTZ+65UZSqnQk8x5cAUai2qRe3FtZlycEo60dW8QnO9fXB6WkRqKgwaJKrMOjnBli2ieqkmHDsmHtNSGLPC2tKasS3HsrD7Qsa2HJvND0xV/StrRVNnB+cc+9ZZyi35XydRQOGKVaSerQWcnCSUitYDKWOrTxoP3ucGWCATHisFXZH4hiOdCDbRdqaA0WPJr7+KwI+FBWzalK1KcFb4r56E14ulhGYlb9MCo/6rNajllUqhqn73XUF0NWwoKhMbQXQ9iXvCtefXkCHLn2rnXER6n1ksexXoZhWa5Y/1S9myIugHwrcwM7SN1Z6eooLj/PkZ2wUH6x/T/f3FvMOM8xCp48LbNsK7NVGRmBG0lzJPzQxZxngw5905xE+NZ36X+YxuNpr5XeYTPzU+50SXl1f2NqkCaiaevxWSXYV4c/DwoYjsqgbPOXPEAFqsmN5dFclJBG71YcOyMQRu9VEjVz6pL6qtrL20Vjv5IZUsyLJdeJx4Xda+bN5HQXIJSqWSR9GP2HFrB5+v7C3KYGtZ/yhlEFJUQdAuLWalUnDhAnIl+NadAJBtsSVL+7ei5wrGthiLraUtJ0NP0n19d1qsaMHO2zsNJr0MkfWbFfnBX+hNh6H3/rffCtIrLk5EmpNyQOSmoUX5JvSIdUIhUzKjg4WoaqXHbFWViqCNfJAhy/+egarqrS9eqL9vpgmTGlST4oAAYXAbECBtUpzfYWDgJkmRxL57+xixcwTO85xpubIl/zv2P269uIWVhRVdqnXhtx6/8Xj8Y059doqJrSfqPH16WsTPP4vCA9bW4nesoEVVnZyckZakQdklFZ61PXng/YCAQQEmDzr1rtWb5hWbk0AKRRMzzISzQqYEl2hwG63dZ0wqgnYt0Tu2vkrj/PreSHuzoCsS33AolUqexD3Ru106YZxLMGos2blTFJwAQSx07qzzHEYFRqOjoU8fmDJFkOeDB4vKxFWrGvT9VFCpuhqWb0gp+1JGHeNNgmetPjy41ZWANbD+HzmTK/QHoLR96bxtmAoyGVSpIp6vXCl9rJbLhXIcBOGjr0/MJeLG7dMZOEfrHz/qNRV+fc9fZSqAZkhAW4PqTV/AyCDkIKBmLArTGAvxZmD/flH56sULKFVKmHJ3lCYzTveLKpp2Y2WRRfev2x/vvd5cfXaVS08v0bB8w+wHMZJUUHlEvXj9Qq2Ur0HlmvMxXie/5trza1x6colLTy9x+ellLj+9nF4aWyrCnxopyY+ISB+APN/9Er86dbQWJFD9rSe3/T975x0WxdXF4XdZOgh2RUFR7MbejUSwl8SC2DWJSTSJJZaoiZoYo1ETu9FoYooxX2JF1KixK4qa2HsXQQSxF0Spy35/XHZpW2YbLLrv8/As7M7ODLAz997fOed3PmPO4TksPb6UY7eP8daqt6hXuh6TW07mzcpvcvDWQb2tkK2mROxV8RfKTwy99uVyYYhbp46IME+YICLcxqJQwNtvMzUsjq0fwsrXlEyq6011PW8ztXwr31Eo4Px5za/llR/dy2gpIGFS/MwRtl3dwMaHy9h6bSvxyfHq1wo5FqJT5U50q9aNjpU64umc3WREl49WcPE3qHcjkbBvPsB/8q/IAZYuFSWM2jhzRnQeLVxYWBaYgC5LA1OQyWTMaDWDNv9rQ5KjuNZkysxFOmQuYBY4dTWLOb3UMdM9Gd5QeEOI+UtHbJiPdGU6I/4ZwZLj+gN/2Xx08gCDx5Lz58V8XakUHRFHjNB7DLV4q4WsgdGAbqNEd8egIJE97egomvUMHqy5DFoie27Y/LqyMXEi8mW/EGBnB2tWQ9VUCF1LsiI5v88skwoVRHZwdLRmv0cNKFJTCD+yhrjXwKvIU/xTU7R7whlpYWMwaWnI33mXhRGiBF3X+BHlIeaa2RrCGBLQtnTTO0MCamaaX9nELhsFG6VSmD5PmiQiNw0aiHKH8uUlvV2qX1SXql1Yd3Edf5z5Q7PYZaSosPXqVgBS01OzHz8+luC1wSaXUOQVSqWS289uc+bumWzC1pWHV0hX5u7kYW9nT/Xi1SmV4sjuJyf07t+rlJEp+aoOXX5+4OFBkIfuhgQApd1LM6fdHMa/Pp55/85j8dHFnLpziu5ruuNg55Dtf+Xt4c28tnMocT2OuLsRarNUqykRexX8hfIbY659b29hUN+1K8ybJ/y7OnY0/Njp6aJse9Uq6tvb082zARufHmHK/imsCV6j9+2qUgR9ArBVEh4uPJ20YfOjMw4tk+I77rC5CmysBrsrQkrc95Chi5VyK0XXql3pXr07gb6BONlrKTfMIKePVsK1C+yMCWONch9r2AeA9yhYeKcuQe+9p/t8VX5dr79ulg6nlqJ1xda0rtCaPZF7CFD4cD3hVnbT+HixUAmaudEsx/Mq5Qf6k4Bo6VYD+xtnbWOAFZOqSOWdje+w6vwqZMhY0nkJNx7fsIyPjpFIHkvu38/svBgQoN2HLwdSxdu4uxHCj2vIEGFrUq6cKFfT0KTFUPZGZfh1VbSJXcyaJcpDAX76CYKDcby4HhDZvlaDKosvUnOn3JxkS34IBriI90RX7Z5weSHcKJXCmmfLFoKcnQmJa8RIt3Ct48f/zvwPyJHZpW+eCsIvb+1acZ6WHA+MrIQyBZvYZaPg8uyZSEtWpYgOGgRLlgi/Ggmo06Ld0N4G/OI8uqZ+w9t13mbdxXX8de4vZrWdhb1djkvHCFFBka7Q6gMmqV2zAShSUwjfuiSbICOpe40GktOSuXj/Yi5h62HiQ43bF3ctTp1SdcRXafFYvUR1HOWOKFJT8J3oSqybIluUQoVMCd7P5fh3NjIl/1RG56969dRPSY3el3QrybdtvmVs87F8uOVDQi+F5hIlY+Jj6BXSJ/Pzk5EVOK/6KEkdvvKkRMxU000bujFWUOzSRUS0Fy2Ct98WGSraSrU0kZ4OH34If/wh9r16NV+3qMzGH+uw9sJa2ldsj4uDi84MRNDfkdZqyYcJU4HFEOPcLJPia0WUbKwmBK5/fbJHkiu7eNO9Xj+6VetGE+8m2MkME5pUZRGhy8cT/Hhf7oCTBwR7nCZk+XjdxtN6/LqsiZmtZ9L4l8bsl8dwevRxHrX3J06eiFfnXvjP+N0sGV0q/DsPxfvQWK1jK0pABh/3+NYmdFkxL1Jf0HNdT/659g/2dvb8r/v/6PNaHwCdjRfyA71jSUoK9Oghyr/9/MS8RFfnxSxIFW+9wk/BXxmdTNu1E1nUxU0vq7vx+AZRT6Kwt7OnRTnjy6VfCn75BT77THw/a5bokgvqIIdViV2qMsYbN/RualSzrLyYh0ydCj//LII5q1YR1K0bXZMSCV88jri4a3h5Vcb/s9nq8aOIcxEArj68SlhUmLgGpcxTf/5ZckWUSeSDvYpN7LJRMLl8WdTiX74sBstFi0Qkx4AUZUPSotu/NYwSriW49/weOyN20qlyp9xvMFBU2H1jN/Ep8WhDZ7tmA9BXpqmLOwl31IKWSty6/OCyxtbXcpmcqsWr5hK2SruX1trZUO7gyMIaYwi+OVt7Wm6NMUYLc5rELkMp4lyEo7FHJW8f66agd/RcxpboyhxiraNELChIZBHlQYvfVxJjBcVZs+DAASF0DRwouihK+Z8olTB8uJh02tmJCX2PHtQGmnk349+Yf3l/8/uZp6GnLNpS5VsWxeZHJw0DOh4plUpO3D3FxglN2HhhPRdKZt9Vo1jodll8VX90G9ns0tCmqdGlQYYEnDSOAUqlzk6M1kajssK4OfRSKF8d/oYNUUAi8Pe3YEahC3SPrSqhy1XmRNvK7c16XBvm40nSE95a9RYHow/iYu/C+l7r6Vg5MwNYJRhbE1rHEqUSPv5YzEFcXODLL0XpsURU4m2Mm2YfOplSZLf4r8wQv7/8Er76ymxzHFUJY1Pvprg7uptlnwWSkBARZAP4/HMYN079kqNc3KOT06ysjBH0ZnYZPRZZeh7yyy8wZYr4/ocfRHdiQO7sQsDYxbk2D70UysdbPwbg5tObBK4IzJz/WUvg+/hx3a9bwF7FJnbpwsJtRG0YyYYNokvTs2eiG1ZIiG5PDy1ITouOu4aD3IF+tfqx8MhC/jjzh2axC/SKCqmKVHZG7GTV+VWEXAyRdnwTfJ2kRipSFClcfnA5m7B19u5Z7j3X3Ca9iHMRtZilErZqlKiBs720rLqsBA2aRchysgtyiIyuBRIEOZ2oyhhNELv0mc1rGxhXR21h7durGb37U+soEXsZ/YWsCWMERWdn4S/YoIFojf7ddzBxYu7tso5FpUsLAWPpUjEpWLECevcGxETnv5j/cr29oJVFS0KVgaSthMDmR5dpnJuzbEFlnBsSQmrXtzhw8wAbLm9g05VNmfeqkmCfDgGR0P0ydLkC3p4+onRl61Zh9DtmjDB8/u03SY1gcmKwD09ObtyAO3eEJ48ZypTygm8Cv2Hj5Y1svLyRI0WhSSzg6an3fcagbWx1TIcUOfSo1Uu9QLVhXdxNuEuHvzpw+s5pPJ082dJvS8HOKHrvPdE8CkR54bvvimYtGkR3TajE2x43czdvUAdGt4Pcs7AoYzSi26Iu9kS+gn5dOdfASUmi02B6ukgumDEj2+aqe4lVZXZJLGM0eiyypC/uli2ZPmOTJun1HAu9FErw2uBc1STZ5n/5HfiePl1c9yryyF7FJnZpw4BoqI08QqEQ0ZqZM8XPb7wh6otztpSVyC0XaTdkrx//hNgivN29DQtZyMbLG3mS9ITCzoU1vyGHqKBIVxAeFcaqc6sIuRTCo0Rp7cfVxzfS10lfpAIlDIyYw5Ql27n88HKuEj0AO5kdlYtWziVslS1UVmu2ljEEDZpF19RvzFZqCcCLF3Dlivi+bl2jd2OM2KgaGItH3CZqZFTBKxGzYRzGCIpVqwrfkkGDYPJk8f7mzTNf1zQWqfj1VxgwABD3mZHbR2osmzV3WbRVoErL79FD+zavmB+dIl2Rea9xLYn/qE+Qa5iAJzgo2VEJNm4YyJZrjjxJeqJ+zc3BjY6VO9Ktajc6VWxPkePnc0+K+/YVn9HRo0Ww6dw58Tk10CDeIB8eTaiyuho2lGxfkN9UL1Gdt+u8ze+nf2dCG9izAmQeHhY7Xtax9e+bO5n/ZBtp9nagTKdHdR3Xjo08Ids1mzE/iImPoc3/2nD90XVKuZVix4Ad1CldJ79P1Xi++CJT6MpKFtFdyroqaNAsKs/8k2sp2edk3vFC6Apyqgsn1hvdbVEbSqVS3YnxlRG7NM07VMJEr17CMibHGsBJbsVljI8eie6cWgILRo9FlvLFPXJE/J0VCiEMT5umc3OD5n/5EfhWKsX6ffp08fO0aWK+kEdZZjaxSxMSoqE2wSuPefhQTLB37RI/jx4tsiAk1vtn5cbjG4zeMZq/I/8WT2Sk9OdEnRZ9Lh7OTqfeDKg5zo0Lrs8JObeGDxp9qPUYSqWSY7ePsfr8atZcWKPuugjCzLdXzV70qtGLlitaajRwB9N9nfRFKpDBCwcl5+6fA8DTyZPapWpnK0GsWbImrg6uRh3fUOQOjpqj98Zy9qyIQJUqZVIpkykm8nF3IwpmiZiNvOWdd8S9beVKcZ87fRqKFNE+FqnIMnHTl4ForrJoqyIoSHhM7NmT+7UffnilxunQS6G5zaGDYeF2CLoE911hc1XYUA12+UGyPcALSHpBCdcSvFXlLSoVq0QZ9zKUL1w+U5TXNCmWyWDYMJGR2LOnCCo0biw8P/r2lXzOkn14tDUoKUB+XVmZ0nIKK8/+xb4Kqeyu6Uxbe8tOxVVja4v04fw1ryz3nt/D2d6Zdn7tLHpcG7rRdM2WcitFqiKVR0mPKO9Znl0Dd1G5WOV8PEsTOXcuVwaQGgO71T148YDrKeKGsbbCZ6SFrMHrXBT+N0H+7iBxz3cxbzkwwPl757n/4j6uDq408W5i9v1bHVrmHQqUhPtCXJvSeN0KzxW4VZcxWlM3Rnd3KFFCNEaIjNQa+DZpLDJ3eeDVqyIzMTFRNC5atkyvVYBVz/+UShg7VjRjApg9W/wMeZZlZhO7cpJXbURtSOfkyUxTSxcXkc1gwIRaxYvUF8wMn8nsw7NJViRjb2dPJ7e6bI4/Drr8otY0hZ9/Jn33Ll6/+JwLDeH7P4YxaH0E8g+GQKVK6vdduHeBVedXsfr8aiIeZ0YAPJ086VG9B31r9SXANwB7O3sU6QqUGZ8zS/g6SY1UfFq4E8Pf+YHynuXNmq2V75jBrwvAv5y/TrN5XRjdRdLGq4VMJsoSjxyBiAjRIn31aq1jkUIG4eUh7vvBeNXxxL9CgOQMRFPKoq2Sdu2E2NWqlTDKnTdPeELcvJnfZ5ZnaC1f8IAevaD6fbhSHNKzeMhXfCTKE7v1nkxck9cYs3MMv53+Tf26Pp83QNgHnDwpSlt27xaP//4Lc+aI0kI96DNR19ugpAD5dWWlfOHyfFw+mIWRq5gQkIb9hvncuXfDPBnNOrC3s6dasWrce34PV3tXXBzMLwzYkIa2a/bu87uAuP4OvXeIsh5l8+P0zMODB9Chg/ZgDRjUrW5nxE6UKKnlUZme09bD9Shxn/lpsbj3W2j+qiph9C/n//KX/WpZA4dWh5EdEB0Ab38PK77PNUZYZRkjiOyu+/dF2bsWscvksUhVHrh+vbCVsLODCxcML++/c0dcMw8fiozltWslJXVY7fwvPV00YlqyRPy8eLEIlKnIoywz6+3TnF8Y0kbUhuVZsUJEbVXdW/77z2ChS6lUsu7COqotrsY34d+QrEimbcW2nP3oLJvGHCOk/DjKPs8uKHk/lxNSfhxBH8yFnj0JXfgRvt+VZllD8fq54gq802YT2qUykZ2bM/OHPtReUovXlr7G9PDpRDyOwNXBlT6v9WFTrw3cbbyWX1+0oU20PfYZd9L7L+6rJzplC2Wf0Hh7eJvmr6NU4nXnmaRN3yzfFt/Cvi+X0AVm8esCYbi6sMNCIFOEVKNlDidTgk+CCV0kbbx6eHgIgcvBQUyYxo8n5XYMC5rCiI6woCmk2IlJp+8oCHwX+gU+IvDPNvgu9OXao2uSDmNKpqJVUrWqeHzyRIwNkyaJn3/9FZKtKMJsIXSWL8gAGVwqKYSu+rdh6l44uwSufw9zdsK9QnJ6h/TOFRVW+XyEXgrVfQIlSsD27Zl/90WLxORV1zwqA7mDIwurjwYyA0wq9DYoefAALl0S32ct+y0gTCzZA6dUOFEijVZnx9DvzmICz4zGd6IrocvHW+SYSqWS6PhoAB4lPTKo8YoN86HrmlWhVCop7V46D8/KzKSkiOyg27f1bwuSutVtv74dgI47I+H6dShXTmR3Dh5sEaFLkZpC2MYF/BG2AIDA8i3NfgyrQ8MaOLQ6BPeCmBzV1jnHCFU3RqsyqAdJJvUqTzhNV6TkZllyuch0Ll1aiDznzhl2ns+eiYyuyEix3t26VWSmSUDqvC5P538KBYrB7xP2zxJW1YKwxWNRfKzbd8xS2DK7cmJrZ573aGoEoFAI89sffhDbdOokTCeLFDFo1xfuXWDEthHsi9oHQHnP8sxvP59u1bqpxR19flHaInB33EXUHNm/8OBfAByUdnQo25K+TQfTpWoX3LbsgHYjNHq/3W7mC0Bp99JEjTKjr9ONGzB8OP7bt+E9SkT3jYpUFHRUmV0m+HWpCKoeREivEEZu+4SYZ7HZX8xZBmuOLpI2Xk0aNhSehGPHMv7CAuZ9AYosIalP20G6hms5Nj6Wr8K+ophLMR4lPtK4iDK1LNpqUYldV6+KYNSbb2Ya14eEQP/++Xt+FkZvA40MVq2DPheyPCGTofApy8hbP5vu8yaXwzffQJMmoqvov/9C/fpCvG3VSvv7QkMJ+mo1IYWyZA1koLdByeHD4rFaNSheXPsxrJSDB/4kWcPwoLPNvYmcuXuGqCdRyGVyFEoFi48u5o/uf5j1GDb0I+WajX0WW3BLzlXdgvfvB1dX4Z+qjxxWEynJiSxZN46IB9fwK16Zj96ayvbTIWAHHS+niYzev/7Sfu2b2GAsVxdzYN6WL6h8/bHZr0urIsfaViET92Yl5Pb+zTFGWG1ml0ST+nrdPsbu+7mkk91axqBmWTKZKOn/+284elR6IEYlDp88mRlAKllS//sy0FeBkufzv7Q0Qoe1YqRnODHvZjz3YA7eC1frzxi3ALbMrpzY2pnnLaGh4OsLgYGiBCIwEHx8oHbtTKHrq69g82aDhK4nSU8YtX0UdX6sw76ofTjbO/NVy6+4NOwS3at3z5XFpPK06PvhIgK6jVKLFDojcBlRc5TQKtaRXzbBnVnp/D1kH32HLcVt3ERx88oZ4c7wfovbsR4AL3cvta+TqszRKKErJUV4I9SsCdu2iUhFvLjRGhw1L+ikpWVGVUzM7FIR5N2WqH+qsu93WLlBzr5yk1lX7lO8c2QFIgMnO0ce16mqLlO1YUMyo0czvl8JZjdTosgxuVQLXVomnahfzr6BOcqirZaKFcUiJiFBZBHY24tOUSBKQ19ypJYlZAt4ZIx/4dMGE/NMms+HJN56S0zW69YVZSNt24rujekafClVvjAxMQRdgqgFsPVP1MGC/+r9oHlxkZIifFC+/lr83KyZtHOzIhSpKYxM2aTxNdX/adTFeShSzbtoXH9RzDlUXf3WXFijteOyDcthtSVH5uL774V/n0wGq1aJ4IM2ZDIx58/SrW78D91wneHK6IgfWPx0J6MjfsBtXjHu2yVSKBleHzgR/vlHu9ClaV3h6yuel4Cqi3mMW3bP2/su6QTfnG2xzEurIMfaNrx8RhBCS+Jc1jHCKg3qITOz68YNnZtND59OOum0rdCGfXXms7L0cPbVmU/kjBeGCZyqzsBHJWbOKpWiDHfnTiEOb92azR5HCroqUPJ8/peSQugQf4K9wvVmA+YVNrErJ6o2otpSYjXcmG0YSZbJbjbi4oThraurELmmTBH1zxJIV6bz26nfqLKoCguPLEShVNC9WncuDbvElIApBntUSIqay+Ctd2bw7tRNFG3bRSy8wsPFgK/N+w24/ZdYiJUpVMagc9LI/v1igTFpkmgP3Lo1nDtH0C+HdJdpvqwRqsuXxd+hUCGRDmwq9+5BQADyPXsJeOBO3znbCRj0NcHvzSFqxgv1wPhntYk0L9uMJGUKH2z+gLdWvVVwJ6w28oWU1GTmVbovfsg5DMk0PJeBEiUPEx/yVcuvcvm8mFwWbc04OmZOZq9eFY8ffCBEr0OHRKOKlxjJ5QsJWX7w9oaQEG7XkzahNugeVrGiyLoaNEiIXBMmQPfuosxUhQZfGLkSOl2H6g/Ez6d++EJsl5Xx48W8YPRoIaqB6PI2vmAtPsO3LiGmkFL7tZylzb05WX9JiF2D6w+mcdnGpChS+OXkL2Y9hg39WGXJkbGoxOcRI8Tj33+LqgwQRtRduohudZrQ0K1u/A/dmH1/k9ZAT2mHIjhMna49S0vbukLVYEyP4KXuYg6au5hjGSHaasixBo6TVkVH3LM4dWaXQqlAka6jOVZeI6GM8cbjG/x++ncApraapjH5QTKNG4vHY8ekbT9xIvzvf+IzHRKSKZYZiKoCJV/nf0lJKHoEMbLwf1qzAQFGbR+Vp58Rm9iVE1UbUdAueL1i7cwtgq5GACo8PUUnCokcjT1Ks1+b8f7f73P/xX2qFa/GzgE7Ce0dim9hX6NOU+okf/TusfheG0bot+8IY+T33tP9BqWSuNTHgIli1/37oi1tQIDwLylZUpR77toFVaoAohQiqyBjVKSioKHy66pTR7JQqpXISOEbp0ov3rcP2rRRv5w1K7B/7+kceC+cWW1m4Sh3ZOu1rdRcUpPV51ebdg42XhmWrBsnSheNtCCZcXAGRZ2L0rJ8S7pV7caE1yewusdqWlXQUU5W0FGVMl65Ih69vITAAi99dpeqfCGXn2AGMmT4eHjjXzWj897gwRAZyalmFZh1SNoYYPCiW9VI5uefwclJLIAbNswUHnV4ozbKqBI/7vAAwsIyXxg/XiyecwpgSqV4Pg8EL0W6grCoMFadW0VYVJhxk/XHj4nbv0XSplKbzEjh0v1LXHpwCQc7B96s8ibDGw0HYOnxpaSlp5ntODb0I+2a9bH+kvOs4vPixeKxa1chcg8alCl61amj+f0ZoruqW11KciLz7mVkPGoK9ADXeUxKcmLm8ykpIhh55YoIbnz4oc4gM6NG5b6HZEHdxTyPhWirIcca+LHE/ACvQl7ZzPutKrtLVcYYFaU5yxj45sA3KJQKOlTqQFPvpqYdr2GGufP16/Doke5tFy8W2c8Av/xi0JpXE0HVg4gaGcW+d/axMmgl+97ZR+TIyLwRul68gC5dOHB+q+RswLzCJnZpQtVGtKyGLiiTJ79S7cwthr5GACAyvCQ0Arj3/B7vb3qfJr804WjsUQo5FmJO2zmc+egMbf3amnSahkzy1emZ8UeyiSHauJ3RpMPL3YjoXXq6WExUqyZM/GUy+OgjkdHUv38uoVZbmeZLi7n8us6eFTX3169D+fKi+5dqINOC3E7OuNfHcXLISep71edx0mP6ru9L75DePHjxwLTzsfHSE/FAmtG8NlIUKZy9d5b9N/ez8cpGZh6ayevLX6fId0UoObskLX5rwfub3ue7g9+x4dIGLt6/aFZDWbMIAoaSU+wC+Phj8fjnn8L49SVFWvnCQuRVxN/oTgkX3t8yhAbLGnDm7hmd+zZp0S2TiQy7Q4dECVFEhOje+McfOj1PG2b4WR8vg5j4N2ki9jNnju7jzZsnFr4WIvRSKL4LfQlcEUi/0H4ErgjEd6GvtHKMuDj48UfhM1SyJF4b90g6pjm7+aqyutr6tcXT2ZNeNXtRwrUEMfEx/H3lb7Mdx4Z+rKrkyFi0ic8qihTJnIcuWyYe27cXwcKVK8VjZKQISrx4AbGxLPnxPb2BHqUdLAkqK4QyNzchppcqJebCLVqIxhVa36yjwVhaGuzcSdxfP0r69c0pRFsdQUEkrv2Lsd3dGK7SXrQ1Y8oyRqgM6sHKxC4fHxH0TkoS3Q5zcP3Rdf44I7wLp7ScYvrxihbNLEPUld21fj188on4/ptvROKCGTCLLY6hPHvGpeCWTEndxYAe0t6y/uL6PJsj2gzqtaFqI6oyOAwJEemvoaHw5Ze2zC5TMUMjgFRFKkuOLeGrsK94mvwUgLfrvM23rb81W/q3PtO/rGQza6y7HH2fEFV6sMGZXefPC2Hr0CHxc506YiLd1MRoxMuESuwyxa/rwAGRgv/0KdSqJQwjy0j/X9UsWZP/3v+P6eHT+ebAN6y9sJb9Ufv5+a2feavqW8afl42XGr/ileHpToPfJ0NGWY+y7Bywk4jHEVx5cIWrD69y9dFVrjy4QlxCHPdf3Of+i/scunUo23vtZHb4FvalSrEqVClahSrFqlC1eFWqFKuCt4c3djJpcbHQS6GM3D4yW+l3zvbkOVGkK0xvzqFJ7AoIEAugy5eF4KUSv15C1A00NPztF3RYQFD1IJI8jjK/BcywX0rC6VQA+r7Wl5a+Lfl4i/jbZB3jzLbobtAATpyAAQNg2zZ45x3h7aWFRhli17GyoExNRXb0qDTvE4VCtDcfNcr4c9WCtiY1qgCXxhKRyEjYsEHMGQ8fzpZt4u9eE+/4C8QWyrvmMSEXQwDoUV2sRJzsnRjSYAjTw6ez+Ojil7PE2YqRcs1aLSkpQlzWxYIF4r78+LHo0AqQmAizZonnnjwRj48fq0XqiI5AE/2Hj1A+htjH2Z/09BSdjHWJXSpU6wqlEo4cEeLbmjVw7x5evsBr+ndhTiHa2jgYfZD34r7iWm1R+97SuRoHki4DMp1jhJ0yc56QrLCijowODqJzZ1SUuC/nmMersro6VupIE28JH0ApNG4sguTHjgmRNyfh4SIxQakUc5OJE81zXDMhdV4W8SiCNcd/Z83OeZxtIqERRRYWH1vM4mOL9c4RzYFM+RI4KMfHx+Pp6cnTp0/x8PDQ/wZjePRIKLWPH8NPP2Ua4NowjrAwYRqpj337xKIl59OR+xixbQQX7ov2UvW96rOo4yKa+5i/BblqogvoFbzU5zdgNwEB7wqfAE2XmExGo6H2HC+RyqY+m+hStYv+nT5/DlOniklGWpqIak2bJrwS7G26tRqlUkRWnjwRpYfGCF6bNkHv3pCcLKKFmzdD4cJGn9KJ2yd4e+PbXLx/EYBBdQexoMMCPJwsdL/KQ/Lk/mtBrO38U5ITcZnhKjxKNEW4VbeTLK+pJp26fBmeJT/j2qNruUSwqw+v8ixFe+aTi70LlYtVFgJYMSGAqb4v4pLZNESbIKDr3IwRxzSiGk/8/MQEU8XChUL8qFULzpyxSHt6a0LTBNVOZkfIxRDGrf+Qm0qxQGxctjHz289Xj5ea/g8+Hj7mXXSnp4vo9ZQp4h7t4ACpqbk2S7SHQhNFF9Jbb+3D+/o9+O67TI8uXQwfnrmwNhOKdAW+C321enequlxFfnID+ZWrmUFRVcBFRZMmIojavTtUrkxo1yoE1xNZnFkFL1XzGHN6akY8iqDSokrIZXLujr1LMddiANx6eosKCyugUCo49/E5XispYZVvZqzt/msopp6/WcR+UzCma+GCBaJkMeeuZMLQPM5deAT63xRefJKQy5nfQs6YQP0ZQfMd3mJU+69E9ljhwkLoksulryuWLxfjxMqV2X2cihdHERyEr9svxLqn6xSiI2e8eOkqJJ6nPGfinoksOroIJUrKFCrDT2/+xJtV3pQ8RjhOcyQ1PZVbo2/h7aGjMUFe06qVWE/+8YfoGJzBtYfXqPZDNdKV6Rz54AiNyzY2z/FUc4+33hJl/Fm5cEGsK548gW7dRDKNFSXQ6JuX3Xxyk7UX1rLmwhpOxJ1Qb2OvgHalX6dn8w+YtHcScc/iJK2ZpcxftSH1/mtbIUulaFExSRs5Er74QiyEPT31vs2GFlQmiDrEILy9czUCiH4azdidY1l3cR0AxVyKMaP1DN6v977FJgjaInC6iHtxT9zsgoPF75L1d1QZP3oVgrRH0jK7Nm8WE/no6IyTChITDh8fA3+bV4DoaDGIODiIzpSG8uuvQsxOTxeZXatXCw8aE2hQpgEnhpzgy71fMvffuSw/vZw9kXtY3nX5y+2lZMNgHByd8bB340n6cyFsZZ1wZ9xG3FMgIbNiAG+HoizovkznRKGQUyHqe9Wnvlf9bM8rlUruPr+bKYI9vMqVh+L7iMcRJKYlcvbuWc7ezW30Xty1OFWKVaFy0cpsvLxR48QmZ3ty1X3aqGwZbVStKhZa6TeIW/IxXmWq4t95KPJ33hEG6efOiUzYFi2k7a+AoipfUHH89nFG7xjNweiDAJSNh+8e1afv5H+zZesFVQ+ia9Wull1029kJG4gmTUSHNC1eJi4KGa/dU3KmNBxzeYx3r16iy6YUscsczUgySFWkEvkkkvUX1+sc99X+I4EVCQi/lfmCnR20bCnG6m7dcnWkC3pejpC11xjZSSbM6jMwqM29RFQljIEVAtVCF4CPpw/dqnVj/aX1/HD0B5a++XL721kjOa/ZPCU0VKxpslqKeHuLuasuu5aI3CV8odVhZIeMzn2qXT2XszDcjaD/4uGNN0S1TJEimSKV6vsiRVC6uRG1fRQc0yFWK4V4NvTTNeCkYU6mb10BYl44aFDmz25uQoDu1w/atEHu4MDC5Z4E35yNTKlZiH4Zu5iHRYXx/t/vc+Ox6Fj4Xt33mNt+LoWdCwPSxwgneydSU1LNao1gFipUyCydzcK0A9NIV6bTuXJn8wldkL0jo1KZGWiLiYEOHcQapXlzIbiaQehSpKYQvnUJcXcj8CrlJ+Y/RnxGdc3LeqztQZViVbj68Kr6eXk6tIqE3jfd6T5nK0UbvQGAh5MHwWuDkeXIBtSEtjmiObFldhlCaqqIEF+5IurVv/vOcsd6FVB1TQGNYlBW48qktCTmHJ7DjPAZJKYlYiez4+OGHzM1cCpFXYrmyekq0hUsOrqI0TtyR7Rysu+dfWICo2ky4eODYv5cnC70RaFUEDM6Jlf3DDW3bon3b9ggfi5fXhgavvmm6b/Qy8rGjWLyUqdOplG9FJRKYRSpSid+7z2RxWnmrLnwm+G8u+ld9aRiROMRfNvmW1wdXM16nLziVY/Mm5tlx5fx4dYPAXJNtuXpMOYwzNyTI4Ke7o38RpTZo4Np6WlEPo7MJYJdfXiV2GexBu9PdV+UnC0zMlLSxCf0t3GMPD8n+0IrQc7CGmMIOvRICNj9+sFffxl8zgWR2PhYJu6dqPYhcbF34TPPTowdsx63FoGwd2/+nuDNm2LsP34892s+PgweW5VfHu9mYouJTG89XZQ5ubrqNJZGLhfeP47SJ/iKdAXRT6O5+vAq1+5d4tr+UK4lRHPN+TmRyscolNK9RFaGQN+rjtC2rZi3dOkCxYtrf0OjRnD8OIqNoYQrb5q8SNGFys90aeelfNTwo2yvhUWFEbgiEFcHV2LHxKoXt3mFtd1/DaXAnr9q/p1zCahh/p2LHJldodUhuBe5uq+psxRD7AjaEa3ZBxkRcPls92fMPjw74wnVDrJuJB7GFXuLWYpWQnDz84OhQ7Nf89rWFVlxcBB+gP36icwb19xzr9Dl4xl5cZ4wq8/AJ8H8QnR+8yz5GZ/v/pwlx4Xhvo+HD8veWkaHSh2M2l+xWcV4lPiIi0MvUr1EdXOeqmlMny4SVd59V2T2AVcfXqX6D9VJV6ZzbPAxGpbR7cdrEImJohu8QiEC8D4+QuDy9xdWNNWqiQBcUdPXr5o+q+r5jwGfVX3zsqy0LN2UPpsj6bHvLiU8vWD3bqhRI/t5acgQ04d67SwRW2aXJXBwgLlzhdCwYIHI/jBjJPGVQ9UIQFNkacECCApCqVSy+epmRu8YrRYH/Mv5s6jjIuqU1tLhxULI7eSMaDyCuf/O1erhpVqkqQ19c3q/ZaSJP0h8gOK8AhkySrmXyn2wtDT4/nsRCX/+XAgun34q/OLc3Cz8mxqIMWnwlsQYv670dNE5SNWF5vPPYcYMi5Q9+Zf358xHZxi3cxw/nviRRUcXsf36dlZ0W0Ezn2ZmP56NgsOjxEeM3ikWEaXcShE57Do/fT+QiP0b8XsMQ4+CY0YzoYCorO+MEdeghpJvU7C3s6dyscpULlaZznTO9lpCSgLXHl7j6sOrhFwMIeRSiN79qbrbhkeHS8uWiQ7XO/EJXT6e4Og5KHPMc2LdFATfnE2I30CCQIw18+eLjrUvGapSqKjHURyIPsCaC2t4kSr8MwbWHsiM1jPwDj8DqeshPj6fz5bMZh+jRgm/SRDBialToXNn6h//Ebbv5u+j/6PtsxJCABozRhhia2PMGI1CV7oyndj4WK49usa1h9e49kh8Zq89usaNxzdyGyk7AhnXmKvSgdJFfdRzD114jf4SgseCVMHjqfAZlRcrQUCL7tLeYwCqz8S5u+c4Gis8z7pV65Zru5blW1KzRE0u3L/AitMrGNl0pNnPxYaVoasbuioLZdQoMXfVNJcbOhTGjgWFAoVMZHTlFLpABGpkShjV1YmuXqU1+tgqlUom7Z2kFrqWdFpC5NEdzLm/KdcMe9xdP2Z98w8oNmc+OXasuPZnZSzq27UTv9uPPwpD8qzUrCle69FDr8h0ECOPAACaM0lEQVQQNGgWXVO/MThbJt/LUg1g943dfPD3B9x8ehOADxt8yKy2s0yy13CSi5RzqzKoB5HZBXAj816uyup6q8pb5hW6QFSD1K4t1iNHj4pO7t26CaHLy0t4AJtJ6Aq+ORtljmWhev6zHMmCl755mYp1AUsIfn8uRNwVIt6ePVC5crZt4pPjsZPZ0blyZ/6+8jdxCdJ8ulVzRHNjE7sMpVMncTPduVNkd61fn99nVLDRIgYhl3P14VVGbh/J9uvbAWHkPqftHPq81geZuUUIiYKNqouOpvRMrYa+cnmuRejtZ8KFt6RbSeztclyG//0nDOjPZHTKev11MXC/lvd+GnoxNg3ekhgqdqWkiLT2lSvFz/PnW8TkOCvuju4sfXMp3ap14/2/3+fao2u0WN6C8c3HMyVgSrauNjZeHYZtHaYWKZa9tQwXF3dGlesF2zbqf7PUph9mwt3RnXpe9ajnVY9S7qUkiV2qxiFSJzT6tlOkpjDy4jwx0dO20Hq0kq4NGyA/fgJ++00I2WbGXCUExhB6KZRPtn2SK9OuarGq/NH9j8zSDM8o8ZghsuQ7Tk6wdCk0awYffijGu08+IfRCCFOe/AWucD7lFoFnRuN9aKyIUo8bJzwrs2Z4yeUox4zm7uQxXL15QC1oqcSt64+uk5iWqPU0HJVyKt1XUPkRVH4IlR9BlYfi+zLPUkmv4YhvRxmx7krNHj6qANe7X4Ehi9onT8SjBewwNEXUHeWOHL51OFdpsEwmY3jj4Xy89WN+OPYDI5qMkNyQwkYBRV839KxdCzUFUBwdhcA0ezbh5bOXLubalQxuOSZqDVx8FfYVMw/OBGBRx0V83OhjaPQxhcK+ZvL+KbjIHElUprA4uRXDftSQkapQCBE8IkLcUzZtEhmeKnx9RdnY558Lkd0AVF3MVff3tb99qvP+bjYPSgvzNOkpY3eO5ZdTvwDgW9iXX976hdYVW5u0X0W6gnSliBQcvnWY10q+Zj1CX7ly4vH8eQgL40qNkqw8J+b8UwKmWOaYjRplil1r1sD+/SIYsm2bwZ9FTUia/1ycR9fUbyTNR6TOyw7NH0NwRJIQEPfuBV9fFOkKTsadZEfEDnZG7OTfmH9JS09Tv8dOZqf+bOjCXM3lcmITuwxFJhOTrdq1xUJ//37hy2DDeHKIQc+Sn/HN3m+Y/998UtNTcbBzYEyzMXzxxhe4O7qb//gGCjamdtFRJCWyY8WXABR6oUCRlIjc2UU0P5gwQbRpVpmsz54t0m7trHDyqS0NPjZWPK8rDd4SqARLVZfK2rX1vychQZzrjh0ie+7330WHlDyifaX2nB96nk+2fcL/zv6Pbw99y9ZrW/mj+x/ULV03z87DRv5zKPoQqy+sBqCBVwPeqpLRsc5L4uAvdTsLoK9rbc6MV6kTGn3bhW9dki11PydKGdxyVxAeUIGA4ydEWfK4cWbNPM1VQnCHTHHG2HIXicGX0Euh9Firuc/3lYdXiImPyRS7VBlH1pDZlZW33xZZXT16EOoYQXDy/1DmsONRRal/qzKMqlf3ci3kJ649vMpVzzSuFYVrj38kYe4crYewt7OnQuEKIkuxaGW1z1zlQuXxKVsdeZrWtyK/eJmFSlGmlcvDx5SOlSrR0cxilzbPlRRFilYvvAG1B/DZ7s+49ugauyJ20b6Shu5hNl4ezNANXZVJFbdjDujx5AHNC+mp+6cy7cA0ABa0X8DwxsPVr8nlDgAkKUUTi7d+CtN9gNDQzO8rVRIlin37inIxE5B6fzerB6UF2XZtG0O2DFGvXYY3Gs7MNjNNXluphL67z+8CMPSfocw4OMM6hL7QUOF5DMIrMjCQqQNcSK+UTpeqXXL5mJqNxo3Fem7lSrG+dHAQljR1zFOVJHn+s3UJAd1G6d2f1HnZgrpJ+N8vTOPf1rDz8V52Ht/Jrhu7eJSY3YezUtFKtPdrT3u/9viX86fWj7WkV0WZGZtnl7EMHSqikvXqidaiVtRJwRCsKeVWqVSy8txKxu0ap0557FipIws6LKBKsSqWOagJvgXG/O1CJ3RjZPKm7N4yT2HhvfoE7bwF9++LJ999Vwhdujw/8hOFQkTMtEUHVQ0GIiPz5trQJFiWKSM6c2kT3B48gM6dRdTF1VVkaXYwzqfAHGy4tIEPt3zI/Rf3sbez56uWX/F5i89zZ/5ZGQXWsyQDazj/FEUK1RdX58YTkWJ/cshJ6nllZCaqrjV9zTzy6lrTgrautZo67ai8IfRNfPR5dq36cRj97i7Re24r10PfS/aiPHz2bHGvcHAw6PfThLqEQJx05vmb0lFPYvAl6nEUNZbU0Jq1lOtvGBUlIrHOzsJPxMpQ3L+H77eliCmE9i6kOhK6ZcjwLeyrFrQqF62s7iJa3rM8DnIN/28tXeVy8cknhA7xZ+TO0ebpWJmUlNn05OlT6aWPejDFC2/U9lEsPLKQN6u8yea+mzW+3xJYw/3XFArk+ZvYDT3brq7tInBlO/27yuHFM/3AdL7Y9wUAc9vNZUyzMdm2/+bAN3y5TwSFa9iV4sLku/rP9403YM4caNjQLBYUUu/v5vagtASPEx8zZucYfj/9OwB+Rfz4tcuvtPQ1PVnDmE7MeYaGNd6l4lBzmBCDTlaaTb3+Yy1z7HPnsgfdV62CPn3MtvtVP42g353FerdbWXo4fT/U36VY37xMjRLs0yEtx0fZw8mD1hVa086vHe382lGxSMVsrxsyR5SK1PuvFaaLFBC+/lpE5E6dghUr8vtsjCL0Uii+C30JXBFIv9B+BK4IxHehL6GXQvW/2QgU6QrCosJYdW4VYVFhKNIzFenTd07zxu9vMGDDAOIS4qhYpCJ/9/mbrf22miR06TqmXt8CEOVsWkxxVV10+tbqS4BvgCShK9hpEzE5vWU8ILjSSUKL34fq1cVEZPly6xW6wLA0eEujGsxynk9cnHg+VMPnOTpadGY7elRk0O3dm69CF0D36t05P/Q83at1Jy09jS/3fUnzX5tz+cHlfD0vG5ZnzqE5aqGrZ42emUIXCAFL5SWXcwKv+nnBgnwPuKgyXnM22/D28M41iVGVg2vCkGwZrwRpCxqvZwihC0RmV9GiQuieN0+Uz6VnpNcrFOL+u2qVeNRhiK4uIRAnnQ1V9s+oi/NQpBrgXaLtXqbKlg0N5XnKc77a9xXVfqimszwvq+8ZkJlBlJQkSretjPBDK8XYqO1fmvF8cQdPAn0DGVJ/CHPazmFTn01cHHqRxEmJ3Bh5gx0DdrC402JGNh1Jp8qdqFS0kmahCzR2ldNIejpBNYOJGhnFvnf2sTJoJfve2UfkyEjjFnGqrC6ZDNzNl61uiBdeToY2GgrA1qtbJXmU2SjA+PtDsWK6t1FllOrblV8rvD281fftnMiQ4ePhky1j49uD36qFru/afJdL6AIR/FbRMUFi1nLt2qJ0zAxClyH3d1Ouu7xg85XN1FxSk99P/44MGaObjubsx2fNInQp0hWM3D5SaydmEEJ6trVXXqFljTe1pfgfdrsE9SZ8r7vxiSmoLFVA2B6ZUegC8ColzTNc6naqeZm+7onIMoWuxmUb8+UbX3Jw0EEejHtAaO9QPmr4US6hCwybI5ob604ZsGZKlBDm4Z9+CpMmQc+eovNCASGvU2611bJ/0+objsQc4acTP5GuTMfVwZWJLSbyafNPcbZ3tsgx1Wm1pvoWGIAiKZGRyZtQOqG9troDdJ3yL3IP83t4mB1zpMGbA2OMVi9cgPbtxQLSx0eUMFa3jq4xJd1Ksr7Xev469xfD/xnOsdvHqPdTPWa2nsknTT5Re6lYU0amDdO48fgGU/ZPAcDBzoHZbTWYcEto5mENSG1Prtp2auBUdfRehdRycAD/0k3wPvmDVpFEpgTvePAfNgteJMJXX4kXEhLgn3/EF4jxvHJluHgx00sJNGZUpShSuHDvAiv/+dasJQQoFChGfUJ4eWVml82bIFcCSiXpMvhr8WA+j3JWez5KQV0+lHV+Eh9vdcGUuLvShKfviw2k7zv6o9SSkNpgKGM7VYDLZFSfMQ8Ps1oUmOKFV6VYFdr7tWdHxA6WHlvK7HY6mgHYKNhs2gQPH+rexsVFiOIuLjo30+VjK7IxlSxoN089Bsw5PIcJeyYAML3VdMa/Pl7jfrN2Qu1w5rn+3wnM2jDMkBKxOD8NTaY0YCnzbW08fPGQT7Z/ovamqlqsKr91/Y3mPs3NdgxzNpsxOxrWeBdKwJoM++MpYcBd86zxcrF7N3zwQebPOToVmgP/zkPxPjSWWDeFZj9JJXg/l+PfeajkfQZVD2JU4Y4seLJN77bLSn7A4A9+NuSUDZojmhOb2GUKw4eLUsbr1+Hbb0Vr0wKAPiVehoxR20fRtWpXs3wAtQlrMfExvLvxXfXPvWr2Yk7bOfh4+ljsmNnEvLhkaTszg2ATvnicfhNPTwhfNomA0Qutq7uhJqzFR8hQwfLwYdFN9fFjIXDt2CEELytCJpMxoPYAAnwD+ODvD9gRsYPRO0az8fJGlnddzqk7pwqECaoN/SiVSj7a8hGp6cKXZFTTUZQvrMW4VNXM4+23hQdEt25CALOye4MhgkCqQvzegb6BDK4/2OCJj9zbh4UzoEev3K+pSk0WbAf5kkbi+g8PF5PQ994Tk889e+DAAVE+riohz8KLuzGcHdmDkw8Hc7JUOifjTnL+3nn1/0sKcXcjxH0oKUmITPHx8OxZ5vcZP4deCmVkcGzuEvftUCpBBEOOl30Ez4Sh8Lt13lWLpLpQ+3DY24ty7RcvrFLs8irlB3ckbmcusnSV04pcLrYzJ48yvE3s7UUGoZnGeFO98IY3Hs6OiB38eupXvg78GlcHV5PPyYaVoQoQ6kImE13r3n8f/vpLb6aUNh9b5zT4KxSCfhkNC+2Y73WTcbvGATA1YCoT/Sdq3WfcDdGgyV4B/ruv6f+9zHidpipS2R6twQxfA3F3I/CqW1fStpYw39YW+Ay9FMrHWz/m3vN72MnsGNtsLFMCpuDioFu8NBRzNZuxCBrWbtMysrqCLkKdu9q3M4lTp6B7d0hNhapV4coVUUXyzjtmPYzcwZGFNcYQfHN2rjJ/9fyn/BCDm+V0Ld9OkthV2aumQftVYbagkQHYxC5TcHQU9eHdusHcuTB4sPBWsWIU6QrWXlibZ0q8LmFNhYOdA//0+4c2fm1MOpaUY2YT8+ou19gKORdmEGzi4q6BBDuHuDMHc3th5Xd3Q034+4vz0ucjJCEN3iQMyTDbulVkYCYmQtOmsGWL/lT+fMTbw5tt/bex7MQyPt35Kftv7qfGkhokpSXl2tbaTFBtSGPNhTXsurELgMJOhXVO/gExoW/WTIhddnZWJ3QZyt4osaDoV6sffWv1NXwH/v50TSiLe0osCTkamHrHC6ErKMEn8z708cdC7NqyRQSqPv1U3A/Kl+dp/H1Ol4aTXuLrlJfw9ki3A27/DFmSqQrbuVEh1Y1T8nt6T9Hr+99g+I+ZZZQaCK0uDNBz3kljPTKEvIxJbKFkmFS2DyM/XM6WK1t0Hlej4aunpxC7rKUjYxYsEaXWS5aucloZM0ZsZy5CQ0X3SRDZNYGBZhvjDW0UkZOOlTpSsUhFbjy+wcpzK/mg/gcat7NRgNEXIITMOd2qVWLB/u67ULJk5peGbK+g6kF0vaggfGwvjpWB8e0gzQ4CI4HkWBbN6sGYjmLbyW9M5suWX+baB0qlEH9nzOBamd1QUdzHnboGgZsb/O9/2s/ZxOs0RZHC7hu7CbkYwsbLG3mc9FjS+7xK+Zl83RmLpuqVMu5l8C3iy+FbhwGoUaIGv3X5jSbeTcx6bBXmajZjEXKs3S6UgLUZ+sxX+7VvZxA5m8l4e0OnTiJ7PDBQBNYGDhTe3hYgaNAspv8Yy8S7K7M9r57/VIqBYUqDSnvzZSy2MDaxy1S6dBEf6H37RGvb1avz+4wA0dHw6sOrXH5wmcsPLnPl4RUuP7jMtUfXNC6WNWEOJV5fiitAanoq9nLzfRQlp9WWg4A8Emy8vCrD8536tzt4BnKeen51N9SFykcoOFj8nbL+/fLSR0jqIHX2rFjQKBTQsSOsWycmT1aOTCbjw4Yf0tavLe9seIeDtw5q3M4SGZk2LMuTpCeM3JYZYf8q4CsKOxfW/0bVZ97SJcIWJiElgf9i/gOgVYVWerfXGMGWyzkyfSgJNyZROBFC1sI9t4wSwGiQK2UQsiDzPtSlC5Qpw/0ntzn1vymcrOrBybPbOdXnPte16N4lE6BBHNTP+KoXB75PnpMue47vKCFIaZ0QxoP/pRfZVSwXF2ES7+4OpUuj8PRgZOPDKEnU6g2DEt47CdP3QenNH/LL2T/5cMuHmcfKUT6k1ffMw0N8bqytIyPZo9Q5ux6qfrUFNcYYHKXWS0ZXOebNy53hVb585uvmwMIdjHWVlEnxwpPbyRnacChjd41l8dHFvF/vfWRm8D+yYUUYOm6EhIivrLi7C9GrRIlMAax4ceRLlxIQDwFR8EcdOF8KNlWDFw5KPskQuia9PoEpAVOy7y89XQQgZsyAI0cAuJ7RN6J85YawYL34oXTp3NepXC6ELiOu0+S0ZHZG7CTkUgibLm/iaXJmEKCka0meP73Pc3ul9hL5jAW/qdedMWirXrmdcJvbCbexw47PW3zO5JaTcbJ30rIX08kvoU/ayWUPyn8dIMaV4AtQ+y6mr/E0NZOxz2iEU7u26LyoyuI9fRqSk8HJ/P+LWz6ecBfaFmnAIKdmGQJsC+SLm8OlzaLL/KBBkvenayyWWXIstiA2sctUZDKYP190ZVyzBkaMgNdfz5NDpyvTufX0llrIuvLgCpcfisfYZ7Fa32dvZ09auo5e2xmYQ4nPjxRXycd8cU+7YAPiZzMJNv7DZ+M98Qf9C6ObGt6szXsqv9HmI+TpCb/+mjfCnJQMM09PUWYMIsLy668mdWLLD7+s8u7edHN4jYNoFrsgn70RbBjMhN0TuPdCZAb5Fvbl44YfS3vjSyJ2HYw+SFp6Gr6FfTWamWZFl//iiTLP4QZ0uO1C68gshu0+Pijnz+d2myacvLKZk3EnOXXnFCcHJ3BLBsTMzAwsZAhd5Z5kEbXuiEevZxlrHQcHcY/JyNCSK0WJYXAvtE8In72O/MLPwi8rLAwmTBD3ysREUUqtVBI+/E1iIvfo/mPJYOA5KFXEmxmyg0zaLLIi3q/3Pu392jNm55hcfxuNvmeqbkVWKHaBiFKHLIeRF+dl88txT5WxotJYwztbSmXWLPjmG1iyRJjWFykifr55U5Sk1Kunfx/6MMZf0gi0lZRJ9cIbVG8QX+77kjN3z3Do1iFalGth9LnYsEKkBgh79RIL9KtXRRZxyZJi4Z6SIrJWEhJEqaO2t18QYtecZnAhw9Lqs4Mw7Y22mQJqWppYN337LZw/L55zdubJBwOI8fwVUFK+TBavo5zXqZ8fDB2Kwl5OeFSYpDlZUloSO67vYN3FdWy+upn45Mx7YWn30vSo3oOeNXrSolwLNq2YoC4R07fgN/W6MwQpFTMl3EowNXCqxeem+SH0ST+5zKD8uVKwLmtWl6lBeW2BC1UG94gRYu3h4SEqSB4+FM1wGjc29rfRSIoihTUX1gAwrvNM2vq1zXxx6lQx5xg5Elq2FI25JNrjaBuLvZ/LWVBjjOXGYgthE7vMQZ06woju55/FZOXIEbCzIyUthSXHlxDxKAK/on4MbTgUR3vDldDnKc/VWVpqYevhFa48uKKzG1NJt5JUK16NqsWqZnv08fDBb5Ffnijx+ZHiatAxgwI0CzYAhQtD69ZmOSe5swsLnboSzCbtC6PtGWbEmjCjWb5ZUfkIhYfDH3+ILpJ+fnmXgaYvw0ypzDQD/vRTMVkywRBYb9MDCxC6fHyuAUcX+eKNYMMg/r31Lz+e+FH987etv5UefS1TRjzGxWUukgsgeyNFCWMrX91ZXfr8F1UeZx1HLeFGX0dO3jrKSfv7nHJ8yMnIodybn6PUMOPPVfkh1K/TgfoO5aj39TLq3YHiL3ScyM6d4t4bHS28vvbsIWjPHkLW3mFkB7J7balKCKJOwqcy4dfx9tsaM3ri5nwFPXT+CcSmhWD0kDosDBNC14QWE5jeajoymYyg6kHSBHhVR0YrFbtATLK7pn5D+NYlhET9ww9Pd/FahcaWn1w7Oor5m4rr10UZ15w5wrfIVPKwIY4pJsBFXYrSv1Z/fjn1C4uPLraJXS8bUi0oVq4UAm2bNuIzWaiQaO5jbw/37uX+OnhQeKBm0PMiTG6VKXR9ehhm7gbZe3eEf+GKFWI+phLMChWCYcNQfDKChVd+RrlfnJuncw6z2xzXqZQ5WWJqItuubyPkYgibr24mISVBvW2ZQmUIrh5McI1gmvs0z3aNBA2aRcg7YYwsdiz7/V3Lgl913dVcUpMrD6+ofcnMLfRIqZi5+/xungU+81LoM/zkRFD+678HAIn0vACv3QN8TGjuoytwAeIamjpVZFPJ5ULg2rZNlDKaWezadm0bjxIf4eXulTtDftw4+Ptv+Pdf4VGanMWnWkLpfNaxOO5uhMgY6zy0QGV0qbCJXeZi2jRRwnj8OPz1F+NLn2Pev/OydRQZu3MsY5qNYVbb3JM2pVJJ7LPYzAytB5fVWVq34m9pPayDnQOVilaiavGqVCtWTTxmCFtFXIpofV9eKfH5keKq75gATnInahTPiBhlFWzi4oQKP2yYmOx++SV8/71Zzito5kZCJnRjZPKm3Auj+w0IunRC/06sMZtDLheT8xo1xATmxInMqFteEBQkypM2bcr+fNaBaNYsceM3gbzuYApC6Aq+ORulARWX+eKNYEMyqYrUbCVojco0oldNDQ7r2ihdWjwmJ4vsoKJFzXyGecOejGym1hW1BxSktDWPehIFwCc7R2UrQ1FhJ7OjRoka1PeqT73S9ajvVZ+6Y+fgEbIZhvmJCd+kfyAxltyuWeQudShXTkxiBw0CpZKgS5founMH4bt/JS7uKl6PUjO7KJIIr70mShe0ZPRc0z5MZ2P527XY83ArAPPbz2dU01Hq1yQbvqoyu6zQsysrcgdHArqNoszDTvywuCqn754hLT0Ne7s8nLKOGyfErjVrRHlVeS2NI6SSxx2MTTEBHtZ4GL+c+oX1l9Zz+9ltyhQqY5ZzsmEFGGJBIZeLYHCjRnDtGvTrJ7xPK1USX1n5++9sYte/3qhNs9teh9k7M+IMBw6IssM7Gd0oihcX4tWwYYTG7WXk6ibZBJPlp5cT4BugcW6lb042ptkYbsXfYuvVrTxPzezo6O3hTXD1YHrW7ElT76bqLteaCDqWQNfLEP7l28SV8dC74JfbyalTug5XHl7B3dHdIhlN1mgKn19d9qRwprkf688lIkPGV52+g6GNTGsKYmjgQiV2HT0q1pZm5M9zfwLC9zTX31ouF9fsv/9mF7pAcum8aiwu6NjELnNRqhRMmgSff8740I+ZXTd3q1yFUsHsw7O59/weHSt1zJWllfVmnJPirsVzZWhVK16NCkUqGDUBNJsSn9OcL8cNxKIprlqOrbMVcgbJimSa/NqE0F6h1POqlynYqFi6FNq2hR9+EB00GjQw/Pw0EDRzI12TEglfPI64uGt4eVXG/7PZyP87An8G6t+BpbsbmkLJksK/bs8e4Yn1+ecG70KRmmJ4FGH8+NxCV1Y6djRZ6MrrDqYg/hYjL84TQpeE5J189UawIZn5/83n3L1z6p/ntJtjmC+Os7Mos3r8WNz7CqDY9SjxEafiTgGiE6M2pESwVTxNfoqj3JFaJWtlE7ZqlaqVu6vchykQsllko377rfH+gzIZ1KiBvEYNAkaNFiUMJ06Ie+C2bSLbQaEQpvAaUMhgWQNydVLKiZPciT3Pz2FvZ8/vXX+nf+3+kv4mubDyMsacVCpaCQ8nD+KT47lw7wJ1StfJu4PXqycyu/fsEf//+fNN25+1dDCWQN3SdWlRrgUHow+y7MSy3B5LNgo22iwovDVku5QsKeZXzZsLMeuzz0S2Y06uX1d/+7/a8H5X1Pc0ucr2SiaDHzMymn18RCfUDz4AV1etwlVCSoLGYKKUQMjcf+eqnyvvWZ7gGsH0rNGTRmUb6RS41EREwKVLyO3tRZf0woX1vwfw9fQFIPJJpKTtDcVaTeHzo8ueFL7e/zUAvWr2omawaWsBwPDARaNG4vHoUdOPnYUnSU/YfGUzAANqD8i9gUIB332n+c3Wao9jIWxilzkZOZKUn5cyr/ZNnZPXFWdWsOLMilzPy2Vy/Ir65RK0qharSjFX83eNM1mJ12TOpyE10iIprnqOre2YPh4+jG46mh+O/UDE4wia/9acZW8uY2Cdgdn336aNUMRXroSPPoL//jPbzUDu7ELA2MXZn7SW7oam0ru3WBysWWOw2JWrXO8OeB8ay0Jd9eEpKcKwVBc7d4rtTOjUI7npgRnTxsO3LpFcupjv3gg2JBH5OJIpYVPUP3ep2oU3yr9h+I68vDLFrprGtX/OT8KiwlCipEaJGjon5FIj0w29GvJzl5+pUaIGjnIJ13mrVlC5sshW+Osv0R1P6uJPF/b20KSJ+Jo4UWRBvPmm1s3Dy0Osp9aX1SQrknF1cGV9r/V0qNRB2rloooCJXXYyOxqWacjeyL0cv308b8UuEEGSPXuERcXkyUJkNpYCNsYPbzScg9EH+enET0z0n6j9utIT8LRhpeSsaND1v6tbV5hc9+4tOs/Xri3KslUolbBsGQAra8G73YRVR59zsLoW7K4ID12gWKISqlQRc8P+/dVzMikeVDmDiVIDIX1q9mFMszE0LNPQ8GYLW0UmLf7+koUugApFKgCZWcfmxqpN4a2M03dOs+HyBmTImNxysnl2amjgQiV2Xbkisqo9JQz6Elh3YR3JimReK/kadUppGBvzsHTe2jHevMZGbpydWTI2AIUdejMxSruV5u3ab/Nt62/Z2Hsjl4Zd4sWkF1wZfoVNfTYxq+0s3qv3Hs19mltE6FKhUuL71upLgG+AYUJXcHDuC0mVGhkamu3poOpBRI2MYt87+1gZtJJ97+wjcmSk8UKXhGNrO+boZqM5NvgYnSp3Iiktibc3vs0n2z4hVZGafX9z54qb0vHjmdEoS6FKLYfcHjx52d3QVIKCxIJPZWwqEVW5XoxbdnEn1k1B8M3ZhC4fr/mNS5bk7qCVE4VCbGcC+dJo4W6E5G29PbwtUkZpw3wolUqGbxuu9lmUy+R810ZL1E0fWX27CiBS/bqkRqYHNxhM3dJ1pQldIHz7Ps5oCLB0qZj0BQVBVJTorLxypXiMjDTNf7BzZ9EUQwtx7tJ24+7ozp6395gmdEHmJNvKyxiz0tCrIQDHblumdbtO2rUTC/vnz02fAxSwMb579e54uXtxJ+EOoZdCNW8UGgq+viKju18/8ejrm2v+Z8NKUVU09O0rHnV99nr1EtUrAEOGZM9S2b8frlxhTQMnBvaQkW4HQ47DX6FQ5w6kyWFji+Ii4//iRVECniX4aEgwUYXUuVaXql1oVLaRcV1Ft2wRj507G/S2CoWF2GWpzC5V9QpkBjpVvBKBT4VCNHxZtUo86lgDqLK6+rzWhxolamjdziBUgQttnymZTGQuqgIXJUuK+6JSKTK/zYSqhHFg7YGaP995XDpvzdjELjMTUU7a7PXO8zuEXAph542dnIw7SUx8DCmKFAufnZnQ11UIRGpkjhuQ0cKaCcfWdswiLkXY3Hczk98QSv+io4to9Ucr7iTcydxf6dLCqwNE6vaSJXpvrCahSi0vWzb7897eJrckzzOKFRNZcSCyuySgLteDXCKxysh/1MV5KFI1XB8REgUhqdtpIV8aLZSS5nk232+Y8cKxjTwj5GII/1z7Rz0Z/aD+B1QrXs24nakihrdvm+ns8haVX1cuQ9UcqCLYOSf0WbGT2fFe3fcMP4l33hEloWfOiHv7qlUiwunvL23xJ5VfftGaVeqVoPHpXCzuuJim3k1NP5cCltkF0KisiIofv3087w8uk4lSKxDenTl9TwylAI3xjnJHPmwgvAUXHV2UewMDA542XgKmThX+qMnJ0K1b5vjz44+sqwH930whHSXvn4SlW8FOCb0eCo/JtQPri89Fjntqcloyf579U9LhswpcFp+TPXsm5vugMztXE76FfQGR2aXUZmJuIqrqlbIe2e8lL33g0wCB/VTcKTZe3oidzM58WV1gXODCzKWMUU+iOHDzADJk9KvVT/NGBah03tK80mKXIl1BWFQYq86tIiwqDEW66SKGX9FK+jcCnOXOvEh9wd7IvUw9MJW2/2tL4W8L0+jnRozePprQS6HcTbgr+biK1BTCNi5g1U8jCNu4QLMwYAxKJTx4IDpMrlol2v527iw9NdLcSE3L7NBBRKF++gm2bxfRpITsKws7mR1fB37Npj6b8HDy4GD0QRosa8C/t/7N3KhECdFy/vlzYSxo6cilJbIL8prevcWjRLFLXa6nZT2rlMEtdwXhWzVkZ0k1wTfRLN+/nL9Ok14ZMnw8fMzbaKHzULwT7NTdOjVhlw4+9Vq+vBG8l4SnSU/5ZPsngIhSuzm4meaDo5qcFMCI3O1nt7n84DIyZHpLfnVFsFUElA/AXm6EI0PRotCsmfh++HDLZaY4OgrvxxwkyyGkuv63e7l7afbjMIYCKHY1LCMyu87ePUtymolikzH06SPEqDt34E9pi3KdFKAxfkiDIdjb2XP41mFOxp3MfMHIgKeNAo6dHfzvf6IZUVwcdO8O0dGEnl9H32BQyJS8ewqWbQa7jp0gPJyeSw8AIsDx4MUD9a5epL7g+yPf4/e9H7+e+lXS4bMKV/oCISbPyXbtgtRUYcRfpYpBb1V1CE5ISeBh4kPjji8Bs1bMFAQMFNin7J8CQN/X+hofWNSGoYELVRfGf/6RlJGmj5XnVgIQWCEQbw9vzRsZmoH2EvPKenZJaVdrDEMbDmXszrFCONP0+crwhHv82WMiHkcQHh3OweiDhEeHE/00muO3j3P89nEWHFkAQJViVWjh0wL/8v60KNcCvyJ+udIVjfI6yopCIQSiiIjMrxs3Mr83dmJsiYWY1H3u3i2+clKkiOimVa6c6K5UrhxdypXjaMOfCLrwFRefXKXl7y1Z1HERQ24WR9a7t8Z28VK6WBhNTrP8gka3bsID58IF8aXHU0hquZ7G7YYOFZF3XYOGXC62MwG5nZz6XvW5/Sx3Jo3Z08YzPFDkcXEsvFuf4IrHkSkzs9wAddO4dDsIDulF/yv9WdRxkc4OrDbyj0l7J3En4Q4Odg6kpqcy/vXxlHYvbfwOC7DYpSphrO9VX9LnVZv/or3MnjRlGsMaG9ndKDRUCA05MeT+LtWv6IMPIDpadG0GbhSBXj3hRBb9XFszlcWdFptPzC6AZYzlPctT3LU4D1484Ozds+pMrzzDwUEIN2PHopgzi/CHJ0QDFa/K+A+fjdzZxfB9FpAx3quQFz1r9GTV+VX8cPQHfu2aIUrYvGBeehQ5GympPuseHqLzYsOGcPQom7pUpXdQOgo7GHgGfnHuid3JicLnC6gM1Ctdj1N3TrHh0gb6vNaHJceWMO+/edx7fg8Qgn5iaiJPkp9oPBdNHlQWbX4FmX5db76pXSzQgrO9M17uXsQlxBH1JIrirsWNOwcJWKspvNnRJ7DnMFs/cfsEf1/5GzuZHV++8aVlzskQ37ukJPEYHp6ZCKLB41oKSqWS/539HwADaukIhBnSefUl55UUu/S1qzUlBdTR3pExzcYw+/BsrSb1SiVMXtaHWcM2UrNkTT5q+BEA0U+jORh9UC1+nb93nqsPr3L14VV+O/0bAKXdS9OiXAv8ywnx68a2lfSKnis6tmX9XTK8jkKWIwSv58+FgJVVxFJ9RUWJLlK6KFtWZMf4+YmL5Lff9P8xLJEaKXWfgweLSWp0dObXkyfC1PnxY1G6koWqwH+O8F53GSHVU/lo60ccPSvnB7kS55x/Gi1dLBTpCqtsu5vnFC4M7dvD5s2wdi18/bXOzb1K+cEdnZtkbpcTR0fRxnr2bO1vHDPGJHN6gIhHEey4LtpqqxZeKkxqtJCTHI0XghDZHyM7yojxyLxf+TyXM7v6SM6Ud+K7Q9/x17m/2Bu5l5/f+pnOVQzzl7BhWY7EHGHJMZGVmJqeSmn30oxpNsa0nVqBZ5ex9zuV2NW6QmvJx8rZTEWRrmDgxoE42DnQpmIbI04+Y+KsCaldiiQ2aFEzdSqkpbF+40ze6wrxzlDUpSj/6/4/ktKSGLx5MI8SH6k3L1uoLN93/N68UfoCmNklk8lo4NWAHRE7WHp8Kc9Tn+f92Dp4MKErPmdkm6vEJF4FD+D5Trwn/sBCp64EzdyYd+eSxwxvPJxV51ex8vxKZrWdJTxkbV4wLzWhE7oxMnkTMZ7k/qxPDxWerCVKsKXkE3p2SSJNDv3ulGD5zAPIq+bOoOlVsxen7pzi24Pf8tnuz3ic9BgQ5X6fv/4579Z9l63XttJjbQ+t56RJuLJI8yuA9PTsYpcRVChSgbiEOCIfR6qzUws0+d2IwkCBXZXV1a9WP6oWr2q585ISuAgNFQ1OcmJk4sSJuBNcfnAZZ3tnetTQfs0AhnVefYmRKS1VUJyHxMfH4+npydOnT/FQTea0oEhX4LvQV6sZoiqCEDkyUtJkSqlUokRJujJd/ZWYmEDROSWE0KUlu0uuhBcTX+DopD0q+DjxMYduHVILYMduH8vl6yVTotHrSPWadzxEriqJ/M493b+IoyNUqJApaKm+KlYUz7tkOU+FQpR66OsqFBlp/puhKceOj88ufmX9unkTYmNRKhTMfh0mtBZZMw1jYf1aKKctEL5vHwQEWCxTsMDy55/CmLlqVbh0SWdkTJGagu9EV2LdFNmzl3LQtUoXFnVajI+nT+4Xx48XXRmzZnip/FZmSchu1EPvkN6svbCWdn7t+KffP5YRNVUp2ho+1wo7CJ/8LnGl3fEq5Yd/56HIHYSAdyTmCO9sfIcrD68AMKjuIOa3n4+ns3k6vujDkPuvNWLJ809LT6PhsoacuXsGR7kjKYoUlr25jMENBpu24/BweOMNcY/O0vI9rzD2fqdUKvFd6Ev002i2999O+0rtjTr+gv8WMHrHaFpVaMWet/cYvoOwMFGyqI+M+3sutF2rqvuchslrcloy43eO5ftjohNv84durP7iFD4lK7Pwv4WM2jFKPO/dnCkBU2hVoZX5BZ1Dh6BFi3z73BhD6KVQ3t34Ls9Snqmfy+uxNXRCN4KdNuWaa6lKzEOSX17BS6lU0mBZA07dOcWsNrMY9/o406+fLNjGD+tC72f9H3eCjiWwrRJ06wMp9tDrPPzVfz323XJfj/ee32Py3sn8dPIn9XNVi1Vlov9E+r7WFwe5AyA+Z8VnF88m+AMUcizE791+13mtmz3QfOyYKDsrVEjYuBgRLO0f2p+V51byXZvvGP+6lgZLBQVDAzuWYNUqYTWgA4UMwpZNZGWJO/x2+jdkyLgw9ALVS0jwC7AUqjWrNqHOiPXyqO2jWHhkIX1e68OqHqukn8dL2DVX6v33lRO7wqLCCFyhf5D2dPLE3s5eLWAplIpsglbWL2OZ7zeMUQMWS94+MTWR47ePq0sf99/Yx4v0JL3v2/c7BEQhSviyilhZRa2yZUU9fgZ6Bw/VZB80p0Za0mzVUsdOSxM3guhodq2fRR+Hv3nkCsWfw9p1EBil4T0rVxJa10ljpqAqlfqlNovURny86ECSnCyigHV0t4xXdWOE7OV6KjHXTmZHOum4ObgxNXAqnzT5BHu7HImpKSnCaHrzZti7V9zMDxww+Vf599a/NP+tOTJknP7oNLVL1TZ5n7kwcUBMTE3ki71fMP+/+ShR4uPhw69dfqWtX1vzn2sOCvpk35LnP/fwXMbuGouzvTNJaUlUL16dsx+fzf3ZNZTr16FyZXB1FV6ExnSaMhJtmdFS7ncRjyKotKgSDnYOPP7sMW6Obhq300e7/7Vj141dzG0317gsOQkTZ0B4KvXtm/05I67VG49v0Dukt9pkffwJF77Zmoj9Rx/zRVARZhwUjVA+afwJ8zvMx05mITvV8+ehVi0oXhzu37fMMYxFw2Q89OqmfB9bFUmJ+E50JcYD3UHFGS+MK2ksAPx26jfe//t9fAv7cn3EdeRKzBbwtI0feYDEha7Uz/qPe10J6pZMskxBj4uwKgQcPAoL8+3KlQFRKTP78GyWnVim7kAMMLj+YJZ2XppLjDp39xy1f6yNi70LG/tsZN6/89gRsYMJLSYwo/UMc/419PPVVyITNzhYdJA0gi/2fsH08Ol83PBjlnQ2rRt4vmJEYMci6BHYQ6vDkLfgoWv254u5FGPZW8vybw1mxsAAiABq2Xlluff8Hlv6bnnlKzmk3n9fOYN6qe1qnyY/5WHiQx4nPeZp8lMSUhJ4kfqCpLQkUhQppKWnmSR0AUQ8uGbQ9i4OLviX92ei/0T+6f8Py0pK60AV915PePRIfB07BqtXiy6D778vLi4fn2xCV+ilUHwX+hK4IpB+of0IXBGI70Lf7O2n87OrkKWObW8v/havv07bLqM5sQzqxcEDN2j7NsxrRi5HFUXpkozcPlKj14rquVHbR5ml+UGBwsMDOnUS30swqg8aNIuQcmMpm6O6xvu5nPXlx3H247O0KNeC56nP+XTnpzRc1pD/Yv7LvrGjoyg9+v578fPJk/rLc/WgVCoZu0t043q37ruWEbrAsBRtDbg4uDC3/VwODDqAXxE/bsXfot2f7fhoy0c8S87MiLBEUw4bmrn55CaTw0Tqelq6+BzOajvLdKELMsu5X7wQXaPyCEW6wqT7naqEsal3U6OFroSUBPbf3A9A58pGTvRM6VIk9VpdsQIePiT04nrq/1Sf47ePU9SlKFv6buG7oaHIgCG3lqqFrumtprOgwwLzC11Z27RfuCCes7YyRg0dthQVyjNyw5B8H1vDF48T5Vy6Gqh4wtKFA3ie8tyi55Jf9H2tL0VdihL1JIrvDn7HqotrCZs+GIWm7imvmBeM1WNA9zqpn/Xu3YXQ1f1yhtBVq46wCenShchbZ/loy0dU/L4iC48sJDEtkcZlG/NOnXcAIfxryrradn0bIAy32/m1o1JGsy+zjJeGsmWLeDSyhBEyOzJGPok0wwnlE9bUiEKH2XpodejRCx5qiDU8THxIj7U9sq9f8xIzl3zvitjFvef3KOFagnZ+7Uw4sVeLV86zS2ob2t+6/EYT7ybYyeyyfcll8tzP2WV/bunqsXwe9bPeY/gVr2zS71K2VGVpXke1mousLgkY5GdmiDmfubH0sf398XX35tBvMXz4JvyvDnzaHo6VgV/+BrdUoGhRwstBzAHtCx8lSm7F3yI8OvzVMJHMSu/esGGDELumT9ebfRJUM5iuH8whvKozcZ+8J0xRs5Tr7X93P7+f/p1xu8Zx5u4Zmv/anA8bfMiM1jOyG11Xry7Etvh4sbjTk1Wmiw2XN3D41mFc7F2YFjjN6P3oxUwDYotyLTjz0Rk+3/05i48t5qcTP7EjYgfLuy7nUeIjW6ltHqFUKhm+bTgvUl9Q0rUk917cI8A3wHhxJidubpmf8bi4TC8mCxMeHa7VAgD03+/2RIqSQ0P8unKy+8ZuUhQpVCxSkSrFDOuSpUY1cdaXmaKpS5HEazV5yPuMX/c+3zcVPzd7Uog1V5riE7uTJK8S9B1Rmo1F7mCXDj/V+5IPWkwwf4aepvITEFmwycng5GTe4xmDlsyBcHksMana35ZXY2tc3DXhW6SHEUmhfDJzA1WLV6W+V33ql65Pfa/61C1dt8A3DnFxcMG/nD+brmxi0r5J6ue9pxVj4Zp4gs5m+Ue9Yl4wVo22rJwsXkFPOrXixO0THL99nNAn68BB/25TUNCFqqxedwWHFm/AmjVcbl2HmVUu89evddUi6Bvl3+AL/y9oU7ENkU8iWXFmBfui9nHv+T1KupUEMqtIfj/9OwDt/URpu6roSFu3RYsRGysCpTIZdOxo9G4qFK4AQNSTKDOdWB6RNQvw7l3raUShxWxdIYORHTK20fFRGbltJF2rds17H2VTAmsaUBnT93mtj7oE2IZ+XjmxS9WuNjY+VmPEUOXZ9Xadt42+KEb3WcjEGT+Trseza2hPHabaEvDvPBTvQ2O1eh3JlCIzxr+ztE50+qL2MmSM2j4q+w0jD7sKaSyttNSxM26sLsHBrNiopHEsjG4Pq2vBhZKwYTX4pacT90Ba1EZqRuFLxZtvijKrGzfgxAnRvUcX27cjV0JAzc7w8Q+5XraT2fFevffoUrUL43aN4/fTv/PjiR8JvRzK/Pbz6ftaX9Gp1M5O+C3s3g3//We02JWiSOGz3Z8BMLb5WMp6lNXzDhMw44Do5ujGok6LCKoexKBNg4h6EqW1dNscTTls5GbD5Q1suboFe5k991+IcrHZbWfn6qRrEl5eQuy6fVt44+UBUu9jmrZTKpXqzK5WFVoZfQ7/XPsHEFldRv89TelSJOEajCwMvfvYcay0yP4edwim73mGQ/o/PHWCrn1hvy84pYnMiO5Tp4HrXJGtXKaM9i8vLyF0SkGHByAgSjQHDZK2L0uhI3Mgzl3aLiw9tnp5VYbnO/VuV+w5PHRTcvnBZS4/uKxuDQ9i4Vvfq776q17pepRyL2XwueRXE5zQS6H8feXvXM/Hpj4iuLuSkFQI6vEFtG790njBFHg0XFsJjnCqNBwvo+RYWTh+sDfXzmXJfpe4dm5qV461Pz/DUQFnB3Vi+sGRrOt1P2PloKR9egUmvbcC//KZwYKKRSrSsExDIapdCuWjhh9p9H6ceXAm3h7e6nWIWcdMKfwjxheaNBFWHEZSoUim2KVUKvP+9zAGbcERfeRVIwoNZuvh5RHZiHqIeRaTP0kHpgTWcvAs+RkbL28EYGDtgWY+0ZebV07ssni7WsDRyYXXXMpzNvlm7o6MGYcbU7KrTnN6KcgdHFlYYwzBN2cLbyMNZpILaoxRZ8bow9SovSXJFwP4jBurbORIhh+Noe4d6NkTzpWChh/J+CvkCcX+3AASugpLzSh8qXBzE4LX2rXiS5/YtUN0O6RDB52bFXctzvKuy3m3zrt8vPVjLj24RP/Q/iw/vZwlnZZQuVhlMVHZvRuOHIEPPzTq9H88/iPXH12npFtJxjUfZ9Q+JGPGAVFFYIVAzn18jjE7xvDLqV80bqNVxLZhNPHJ8YzYNgIAb09vop5E0fe1vubvyOTlBVeu5GnHM6n3MU3bnb93nvsv7uPq4EoT7yZGHV+pVGYTu0zC2C5Feq7VDdVhUDcZT53SKepclBWvz+bNdtXhw9vciblMh0ffc8buHh5pcv7eV5qWV24DSlGSeu2a+NKFp6duQaxMGbFI01Z+omLiRHj77fwVJnSUhHolSNuFpcdW/+Gz8Z74A7EeaA8qxkPk4cY8OH+UU15wUvVVwZlIlyQin0QS+SSS9ZfWq99XplCZbBlg9bzq4ePho3VRnF9NcPQHQWFUB+g6fBjyUqUtdh6vIqaIm0n793BGGcPxRghhqwxcKi4aL2UihK4KhSvQsExDGpSsw9ytX/DAVfNnHcA5FXbX+oYz6W8z/W1H/r75ufq1rm4NmDT/BI1uR0L1WCif/b29avTi+O3jrL2wlpJuJTVWkdxNuEvw2mB1l12L+RdqwwwljAA+Hj7YyexISkvi7vO7lHa38mtDX3BEF1KDteYgR1VPXOIxuDVf0lvzJenAlMBaDkIvhZKYlkiVYlVejg6fecgrJ3aBBdvVZnDu7jnOp9wCwE6JyPDKQK4UQtesYRtNOoaKoEGzCFkOIy/OI8Y9s27a+7mcBTXGEDRIeic6U6L2lsSg0ko9GDx5yHJjbREXx4miDgTHzOXfmP/o3A9k/KPzeKpMQf9y0kWKl4pevTLFru++016m8+iREKYA2kvr0NbStyWnPzrNnMNzmHZgGrtv7KbW0lpMaDGBzxs3wAlEZpcRPEl6wtT9UwGYGjCVQk6FjNqPZMw4IGalkFMh+tfur1Xsgle81NYCfLn3S24/u42XuxdRT6JwlDsyvdV08x9INcHMQ7HLv5w/ZQuVJfZZrMbXdd3vVFld/uX8cZQb3t0K4MzdM8Q+i8XVwZWWvi2N2kc2jCmH13KtpshhfFtY2BRASTPvZqwOXk05z3KAMOdv9+d4btjdo5RbKbYP2E7daXVh27ZMf8OpU6FKFZGtl/MrNhaeP4enT8XXpUum/e537uRN+YkudHx2/W+C91N0i0x2hfG/kQYej6BoUYucotzZhYVOXQlmk/agolNX5P9tpNTNm3QICaHDmjWw9hiQxGNnOFXWjlMt/DhZoygnnR9x5fF1bj+7ze1nt9lydYt6f8VciuXKAPMr6sfGyxvNNgcyFL1B0Awfp/DEywRg5Qv6AoQh4maqIpXz985z/PZxjt0+yvGIg5x7coU0DU1/y8ZDw9vQKFY8NpjyI8UHZAYEK28/pvGzDoASxqU3o/t/o9k1GCAFGTJ6v9abiS0mUqtULbj/meiA/d574l5Wv7767T1r9mT87vGERYVx+cFlnVUkh28dBvK4jDExUQRJwWSxy0HugLeHN9FPo4l8HGndYpcuby5dGBGENQtZKoq8orxghTSxK9+SDowNrOVAVcI4sPbAgpEpaEW8kmIXCMGra9WuFkkJH7trLOnKdHrW6MmfXVawZN04Ih5cw694ZYb2nJ2Z0WWmVqBBg2bRNfUbwrcuIe5uBF6l/LJ5HUnFlKi9pTCqtFILRkdGs9xYywBhii40/tqbM/L7Gs4qE3NlCgIFt21sp07g7g43bwoxq2lTzdvt3g3p6VCzpmgSIBFHuSMT/SfSu2Zvhv0zjB0RO5iyfworC/uxpAK0vnRJGKcWLmzQac8Mn8nDxIdUL16d9+u/b9B7jcZMA2JOrFXEfhk5FnuMRUcXAeBkL/yQhjcari5pMCtlyojH27fNv28tyO3ktKrQSj3pyoq++93eKPOVMLau0Bpne2ej95MNY0rxc1yrkYWhd0+RQQEwrvk4prearvbUOBV3io5/deTu87tULFKRnQN24lfUT2zcsSN89pkIBsyZA6dOiW7Jmnj2TLMQphLDVN8nJ0v7PWI1i5Z5ho6MALkSFm6H4F5oF5lWP0H+VUbHWR8fUbJepw7UrSse/fyyNd+RTI7xNuib9YR80YORyZuylcx4xwuhK2jmRvFE+fLw6afiKzIS1q2jyJo1tDp5klYRGRl79vYktG/DmTcbcbKaB6eeXuFk3Eku3L/Aw8SH7Lqxi103dqmP4e7gTkp6ilnmQMZgGz/yHn0B3nnt51HEuQjHbh/j+O3jnL5zmmRFjmteBiWeZ4paqq9cGZPe2Uvgg2ZuJGRCt1yfdQcFVEwrxDSnf8EJ5OkwsFIPPu84narFs+xjxgw4d06I+F27wvHjUEqU7PoW9qVRmUYcu32MuATtnxclSp6nimYPeZrZFRYmMmy9vaG26c2IfAv7Ev00mqgnUTTzaWb6+VkKfU1XNGEljSj8y/nj7V6GmGe3dXp2eRfK56QDE32mY+Nj1QHD/rX6W/JMX0peWbELxMTd3JkMO67vYGfEThzsHJjZeiaOTi6MGrA494aaaqO9vUXE2IhFrdzBkYBuo4w/caT7meXlDUNqaeWM8Bm8Uf4NirkWo6hLUYq5FFMvNsG82WEkp3Bedj93iWoOyrh58X3nRaZHXM38WclTXFygSxfhD7NmjXaxa/t28ainhFEbfkX92NZ/G+surmPU9lFcfRJBm3eg/1mYe2gnpTr3kryvm09usvDIQsCM3fOkYoHGC9YoYr+MpKWnMWSz6B5XqUglrj++jqeTJ5PemKT/zcaQD5ldjxIfsfnqZgCKOBfhcdJj9Wu6MqPT0tMIiwoDTDOn33ptK2CGEkYjyZYZXN8L/xsRbN40i0GXZvIk/QVFnIuwotsK3qr6lvo9YVFhdF3dlfjkeOqUqsP2AdtzR/mnTRPX/OHDIhv20CHN5vGFCgl/Nl0ebUolbN4s7iP6GD1a3KPzaxzRUxIadFlGyJ6ijOzuQsyzLEEqx+IsSG1FULVUSDothKVbt8TXlsxMKdzcxKI1qwBWq5Zu3zMt423QwoV07bSK8MXjiIu7JhqofDYbubMWO4oKFWD8ePF1/XpmhvOZM7hv3cXrW3fxuoODyGTu9SlJvdpzPimak3EnORl3klN3TnHmzhkSUnXXc1o6M9c2fuQhCgWKA2GMPDxYZxfS0TtG53qtcGIWUeuBA40q+uOz7wSyp/FarREUPmUJ91EQe/Yv7r+4TwnXEpT1KEvX6espc/Mwbf5ow3NScEmBREe4In+GYxq8dwo+O+aI79J+UDzHvUguF/O9pk1FmX2PHrBnj/p+1qtmL47dPib5T5KnGSxZSxjNcNwKhStw4OYB6+/IaMwcwkoaUcjt5CzstIgea3voXJMt7Lgw/206TPC4XnluJUqUtCjXwjLB05ecV1rsMjeKdAVjd40FYETjEZmR25xI6JCSHzcQXX5mIAba79p8l6c3DKnRwslhk3M95+rgSjGXYhRxLsKVh1cMj4wqlaLU48oVuHpV/bgkcS8KCXrf6LSG5hG6rPCzYhC9e4vJz7p1MHdu7ki7Ummy2AViUtSrZi/a+7Xny31fsvjIIv6qDVuPv8O3pR4zuMFgSVHCSXsnkaxIJtA3MH8W1WZu+uBftjneCXL9jSzKNjfbMV9Fhmwewum7pwG4/vi6+vmwqDDLlBjlg9g1M3wmT5KeUKtkLY4PPs7hmMOSMqNPxp0kPjmews6FqVu6rlHHfvjiIf/FiLLkTpU7GfsrGI2mzGB3R3cSUoQY0dS7KWuC16jLFlXv6be+H8mKZFqWb8mmPpvwdNbgpuvgAKtXC0HmxAkhkCxcaNyJymTQubNuD0AVDx7k7zgioXw7aPQyunbTk4UfHw9nz8Lp03DmjPg6d06Uff77r/jKut/KlTOzwFRCWNmyonuwjvFWHhJCwFgNwUt9VKokPNImThTzCJXwdf68WGBv2YKzkxMNO3SgYa9e8NZsKFSIVEUq8/6dx+d7Ptd7CEtlVukNgqrKSV9VqwZzkSGyhtvHEPOu/s1r34E2N6BRhsDl51oW2Ztvweg3ITBQNAdSzR81XFuh1ZSMHJBIzJ9tcu27pFtJniY9JZkUQAhdLqnw0XH49DCUfQaQov3eUbgwbNokvFMPHYLhw2HZMpDJ6FmjJ+N2SfdAzbMyRqUyU+zqbJ55n29hXwAiH1u52CXVc2v+fJGlZ2XVJUHVg1jf5U+GrBnIQ5fs96hiLsVY9tayAt+AKWsJow3DyWPnv5eb3079xvl75yniXER7NF9XbbTquVGjxHb5gMrPLGfnOZVIsO36NnVL4LxAarSwRvHqVClWheKuxdXn+iL1Bbfib3H23tncKd5ZUEdGf/8avv4a+vcXZuoqI+DAQGFyPm8ebNlChOMLSed0/XEEYVFhrDq3irCoMBTpBv5PrfyzIpn27cXfMjZWTHxycu6cWLC7uECLFiYfztPZk+87fs9Rz7HUvw1PSOKjrR/x+m+vc+bOGZ3vPX77OH+d+wuAOe3mvBR18fJDh1m4VXxGZDk+SupyoK0K5IcO5/GZvTwsO7GM5aeX53o+Pjme4LXBhF4KNf9BVZ2irlwR5RcWvg9EP41Wl2h+2+ZbHO0dCfANoG+tvgT4BugMguy5sQeAQN9Ao4MlOyJ2kK5Mp1bJWvh4Si91NgeqzOCcWcYqoatLlS4cePdANqHr5xM/03NdT5IVyXSr1o3tA7ZrFrpU+PjAH3+I77//XixUjUUlIunDGsYRVUlo2Rzdbr291QtpVRa+1s+ah4cYO4YPh59/hqNHRcnnxYuwapUoE+3QQSzSlEoRvFq3Dr74At56S/ztixWDfv0sP95WrQpffinGvQsX4KuvoFo1UXq6aZOYf5QsCT164LB+A02KSSunslRmlSoICrmFB/X4UXVk/mdNFGRUolRMjOQupJ8fgrnxTenT5xsq7T2NLPoWLF0qhBpXV7GRlmsr9PWiBPeGmNSHGvd97/k99ZzZPQUmhMPN+TBvh0royoK2a6JqVXHtyWTwyy/wg+iwXb5weRqXaazzd5Mhw81BZF/mWRnj+fMQHQ3OztDK+FL7rFQonNGR8WmUWfZnMVQZttrmuzKZuEeOGAF9+4pgrJUIXSqC6vXnbum57P4d3rkqsm293Ly4O/ZugRe6zt49y7l753CUO9KzRs/8Pp0CiU3sMhMJKQl8ue9LACa3nExRFy1mqfpqo5VKkYofHm6Bs5RGUPUgokZGse+dfawMWsm+d/axa8Au5DI5/zv7P5adWJZn56KKKmqL7siU4PMUzn4Xz5UyM7k/7j6pX6by+LPHXB9xnaMfHOWz1z+TdKy4+dNgyhSRhXTihJgs29kJ349OnUTJx9Kl+NV4XdL+fnK9QOCKQPqF9iNwRSC+C30NW/QWgM+KJJycoFs38f2aNblfV3VhDAwUEw0z0fD1nhz9GRbud6WQYyH+i/mPBssaMHbnWPUiNStKpZKxO0Vm5oDaA6jvVT/XNgWSuDiCLkHIWmFOmxXvePF80CXyNEPoZUCRriAsKoy/zv6l7r6YE1UmxKjtowwXu3URGgoDMyJ8cXHi2vH1NU0g0cPkfZNJViQT4BtAx0odDXqvOfy68quEUZdvpIpTd06pF2VKpZIZ4TMYsmUI6cp0Pqj3Aet6rpPmMda5M4zLyHp47z1RnmcsqoVucT3tgq1hHAkKgqgo2LdPjL/79onf3ZRsM3t7qF4d+vSBb78VHkK3b8Pdu7BzJ8yeLYSl114TC7fHj3V7nVni71SjhphzXLwoMtO++EJknSUliWu5d2/8G/XAO9VFa36LDBk+Hj4iMzcsTAgMZha/tQVB1ePHG8Z1PLZBrqCm5C6kK0JFxuKkSSI7UZtQkePaUuzdzcjuLjr9ZlV4yF2JnA8z9kAJTTFefddEx47CixCEKLZ3LygU9HZuoN4kl4Ca8XOjMo3Ez3kVcNwqxhdat84UC02kwGR2ZQ2O5Px7W4k3lxTkH31M6zRvvtieCEB8SvxLIcL/74zI6nqzypsUcSmSz2dTMLGVMZqJWYdmcff5XfyK+DG00VDtG0pdUObzwlOTn9nM1jMZv3s8n2z/hPpe9WlUtlGenIe20kp1VHE7yGNui8jYr79iV7kyha9cofDVq/hducLzxyf5TsIay6vCayLtukoVEZWqUkUIXY7Zjf6HvhjAp98VytHCOQsZdeM5JxMx8TGG+YMVkM+KJHr3hhUrxOJr4cLsg6YZShg1UrcuckcnPtn3gh4Lwhl95XvWXVzH3H/nsvbCWhZ1XETXapm+NluubmH/zf04yZ0s0z0vv8hIUQ+6BF0vQ3h5iHMXk2r/m8IIOut2NvSjqaRNG2b31MmH0uazd8/yxxmRdTSrzSyDFiBJaUkcjD4IGC92KdIVbL8u7hOdq+St2KXPNxLgVvwtpvwQTKC3Pxscb7D4uMhimOQ/iWmB0wxbsE2fDgcPioVs797i+xxjkGSCgkSHsQED9G+b3+OImcu3tVKyJLRtK75UJCWJzO1JEvz1LPF3ksmEl1itWqIj55kzosxxzRrkN26wMDTDqJ8cRv2qphCF+yCv6GdRX89cTZ3uvcC/7QfIPQtDaSvuNGft5Ahq6u1CqvLOrdNF+jGyXFvhUWHEHJBmRh6veMH5UhAQpWdDXdfE2LFCyP3zT+Ej6O5OcOIdPh0NKKH0CxlxbpljmbeHN/PazePnUz8DcOPRDRTpCsuLFln9usyEylsp+ml03vwOpmChBkl5irMzTJ5M6eFDAHie+pyElATcHSWmS1ohinQFK8+vBGBALQnjuA2N2DK7zEBMfAxzDs8B4Ls23+luqy51QWmFC8+xzcfSrVo3UhQpBK8L5sGLB3lyXHVUsZCWqOIlxMJPqRTRcH9/+OAD0f540yb8w2/h/TR3CZcKdWR042mRbj1+vBiUq1fXuMhIkKXgrE0nVuZ4zPWykhH/jJCW5VGAPyu5aN0aihQRUfUDBzKfT0jIjAqaW+xydFS3vS577iZre65la7+t+Bb25Vb8Lbqt6UbX1V2JfhpNqiJV7SMxuunobOVIBZ4sKepypZi49j0vHuVKMlPU87p9dAFFW0mbPsziqZNPpc0T9kxAiZKeNXoaHOT4L+Y/ktKSKO1emurFqxt1/COxR3iU+IgizkVo6q2lyYWFkPp/++bRRlqf/VQtdC1ov4BvWn1jeGaCyr+rSBE4dkxkepmSsZOzPFAbBWEcsRTOztBcomehpf9OMpnwEJsxQxjbHz9O0JvjCNlXIndmbqoLIandCXp/Tu4scJX4bcZsz2zlpPfdxPhRo4ZZzLxfWXIIRaoupKDBdsAMHb4NHYcklVXquiZkMuHX5ecn5nt37lDuKTS7BcjgswPp7PsdVvqMYt87+5jbbi6jd45mZ8ROAH46+ZPhVRGG8uBBpq+fmfy6AMoWKotcJic1PZWlP75P2MYFKFJTzLZ/s2OJDNu85t13cffxwz0jSbegd4ndF7WP289uU8S5SL54lb4s2MQuM/Dlvi9JTEukRbkW+jN2pNZGW+HCUyaT8XvX36lUtBLRT6PpH9rfvKU5OgiqHkRUvd/FoBgC+36HyAUZQldOihQREdLu3eH775Hv2MnCbj+CTKY1ZdqQycPYnWN5YZeGszL39naqbiA65n63E27Tc11Pop9GZ3teVRal9vh6vXmB/azkwtExc8DMWsq4bx+kpkLFisLE19w0aSIe/8s0tr4w9AITWkzA3s6ev6/8TfUfqtM7pDdXHl6huGtxPm+h3wy4QKFKUdfSkQkoECnq1oCUkjZtmMVTJx9Km8Oiwvjn2j/Y29kblfGo8utqVaGV0SUpW6+KEpP2ldrnbXdUjPi/KcWXz6VY4w9arpzIhAXh3xUYKPykjClXLcBzjjzFGv9OMhk0aACzZhEUdpeoXofY97wnK/cWFXOgGS8Imh6aP76eFy+Kxxo1zL/vVwkNQpFW2wEPb8M6h2s6nIH3My87D90bFCum/5pwdIQX2esge10Qj+trQMBNGX2nrOfR8wf0DumdK5Ck6ppuEcFLoRDG6+npQpArU8Zsu960YoL62htxfwWBZ0bjO9GV0OXjzXYMs6PKArRSby69ODjA1KmUzigHvhN3LX/Px0T+PPsnAL1r9sbJXkOHZhuSsIldJnL6zmlWnBaT0jltJRha6zKO1bTwVCgkRXVzCSUWEqE8nT1Z32s9LvYu7IzYybQD0/Ls2PI793JnpWji8WNh/rphg8juevaMoDc+1Ow5YeDkYfeN3Sw/vRwZMsoXF+JMP/v6DH9Ri/nO3fi9y2+S9rPh8gb8vvfj/U3vc/XhVUIvheK70De7x9diP0Kn9hVvKMB19Gp69xaP69dDWpr4PmsJoyWiw00zskAyxC4QXTpntJ7B6Q9P41/OnxepL9hweQMAb9d+W20inVef6zwhKEiz6WoWE2gb+pFS0pYTdeaoObqV5XFps1KpZPwuMTEfUn8IlYtVNngfKr+u1hVaG30e+eXXBfp9I3MhE7GOURfnmRbFT03V/LyhGTsviR+LxbH2v5NMhrxpcwJmraXvvvsE/HUIeVAP3e+xpB+bTewyD1pE1qBLELVABHZX7ivKvgG7iRwZabLZtup+pg8xbnnjf9sMwYXw8FxjUnDGx+dgOYh1V6KIucXIv4dq7ZoOFvK+9PUVWZQAERFm874MXT6e4JuzUeS4lcS6KQi+Odu6Ba+CTp8+lFYK37U7q3/J55MxnhepL1h/aT0gfIRtGI9N7DIBpVLJpzs/RYmSPq/1oYl3E2lvVNVGF81hYl+2rDArTU4WwlZIiLjx6onqahRKLJj2W7tUbX568ycAvt7/NaXnls6bYxtTPpBlYaDJeN+QycOL1BcM2Sxqwd+r9x5XH14FYPYnm1n03VlGfbYBn2IVJO2rXul6pKWn8dvp36i6uCo91vbQHM2KnkPor2N1dqoqMAQGQokSImV8r1gAW8yvS4Uqs+v0aeFdk4WaJWuy/939vFk506Nh3n/z+HDzh/xx5o88vabyhBs3xON33xXcFPV8xtCUeHOUnWQjj0ubQy6GcOz2Mdwc3JjccrLB73+W/IyjsUcB4/26YuJjOHP3DDJktPdrb9Q+TEFXNzptKGVwy11B+NYlxh1UVa6qcedGZOxI6Hhog4Lzd7KzE2WXPfSIXSos4TN2ISM1p2ZN8+/7VUKHyCpHJrKePvmZAL/WZhlDVPczKfeyBd6DkT94pHujhw/1i6kaPn/e8dA8Wtwr19cQXqIxKfe17iKr96VZyNIBMxtmKP9VpKYw8uI8IdHl+DOrfNhMDobY0I6dHaX96gBwZ/9WuHcvn0/IODZe3khCSgIVCleguY/EMnsbGrGJXSbwz7V/2Bu5Fye5EzNbzzTszUFBorsfiMjO11+L77/6KlPY6tlT741Ym3+MRdN+gYF1BtKuYjuAXN5dFju2vjIDTeRYGOhtYa6DyfsmE/kkEh8PHwLKB6BESY0SNShTKDPtWW/3yIwsj2ODj3H4vcM6MxXU0awnq1HciBCp1iDSrAuiSGFvnzk5X7NG+JHcuCHSjgMDLXPM8uWhVCmRSXbqVK6XY5/FsjtyNwCtfMVifNnJZbyz8Z08v6Ysyo0bwovB3h6GDSu4Ker5jKElIOYoO8lGHpZapSpSmbh3IiD8Gku5lzJ4H+HR4aSlp1GxSEV1ZypD2XZtGwBNvJtQwq2EUfswFW3d6PQRdzfCuANaolz1ZfBjyQsK0t8pv3w9U1LgWkZ5kC2zy3TyWGRV3c+0ZXj5ePiIcStNYiavPjFVy+dPVcq4tqZEbzAKhvdl+NYlxLgrtNqZmBwMsaGX0lWEX+8dxxSYaeD63EpQlTAOqD0g77qSvqTYxC4jSUtPUxtaj2wyUv9EPiVFpMCPGCEeU1LEZBVEJ5spU3RPblVkuRErUlO0+sdYLO0XQKFAsW8PF24e03yKljq2rjIDXZghlf9Y7DHm/yfEpqWdl3I45jCQuzRHVxZAziyPZj7NGNt8rO5TV0WzYg8LkRNElELTIF0QUJUyrlwJgwaJ75s3B3cLdUuRyTSWMqr4ct+XJKUl0aJcC3a/vZu9b+/V6glk0WvK0qgy6Zo2BTe3/D2XAoyUkrYSriX4s/ufBmeOSiIPS61+Pvkz1x9dp6RbST5t9qlR+9gbKT53KiHZGPKzhDErQc+8iQqrx77f4Yv90t7jVcrPuINZqly1oPux5BUF5e+UXz5j164JIaBQIekNEGzoJo9F1qyVDn92/5P57efnHrfMJaZq+ZyqShkPlQP7IkU1vFHDoQqA92XcaWnvMzoYYkMvXhlJCHGFgCVLMtfbBYS7CXfVTRoG1h6Yz2dT8LGJXUbyy8lfuPTgEsVcijHBf4LujcePB1dXkcm1eLF4dHWFneKDzO7dhokXGTfi8K1LdPrHmD3tF9Q17uHvtSFW8Thvjw3aI2BSMDKVP1WRygebPyBdmU7f1/rSuUpndt8Q2UBtKrbJfYpasgA0ZXlIjVLFPYsTGV1OTiJLKTpa/5uska1i4UpSEhw8KL4/cEBcI5ZCVcp45Ei2pzX57clkMtLS07TuymKfa0ujErs0+XbZkIw+MVuGjB/f/JH+tfsbnDkqmTzIAkhISeDr/SLbePIbkynkVMig96v87kIuhgAQWMHwzE1FuoKdETvZfl2UOudHCSNKJezfD+3aQZMmyP/eTMBNGVOK9cA7wU57h18l+CTI8e881LjjvkydeG1YjvzyGcvq12XLODAfeSyyqiod+tfuz6imo3KPW+YSU7V8Tss+gxY3xfe3+r8lqSrCqr0vHzyA99/Ha4W07H+jgyE29FLavTQAd8oVFckl06bl8xkZxurzq1EoFTQp28Qor1Qb2ck3sSsqKooSJUoQEBBAQEAA9+/fZ82aNTRr1oxWrVpxy4pV2PjkeCbvE/4lUwKmUNi5sPaNx4+H2bNzp8MqFCKKA8JQ3QikRgXM1no1S417nqYc5yRnBExV3qePkiWNOtysQ7M4e/csxVyKsbDDQqKfRnPt0TXsZHa0LN9S8ylK9AeTGqXyKuQlfDoqVhRPRBTAiND48TBnTu7nlUpxjVhK8NKQ2aVUKhm3a1wuvz2DxMeCglJpE7vMiCFituVOwrJZAHMPz+Xe83tUKlqJIQ2GGPTerB6SN5+KlczYnWMNKv9V7aP9n+1JVoge4kFrg/KuhFiphG3bxCIuIAB27RILtnfegYsXka8LYWENke2WU/BS/bygxhjkDo7GHd8aOwPasE7yw2fMZk7/amBOMVXL57TX7cIA/Jp2jOAawRorVaze+zI9HX75BapWhd9+w/8meMfLLBcMsaEXtdjlW1w88dtvwjrFylEFChceEdddv1r98vmMXg7yNbOrZcuWhIWFERYWRuHChZk3bx779+9n2rRpTLNiFfbbg99y/8V9qhSrwocNPtS+YUoKzJtnsfOQGhUwS9pvjhp3rwRpbzPLsTWRNQI2YoQ0L6+xY+HECYMOc/nBZaYemAqIgbaEWwn23NgDQOOyjdWd+zSeogR/MKkeX+poViXRAbIg3LSzIeVamDdPbGduGjYUQmF0NIrYGMKiwpiwZwK7b+zGwc6BGa1mqDc1SHwsKFy8CHfvgotLpvBnwyRMbXZhFiyUBXA34S6zD88GYEarGTjIHSS/V5uH5J2EO5L97izlQympu2p6ugjqNGwInTrBoUPg6AgffSRKt37/HapVAyBo0CxCyo+j7PPsf3fv53JCyo8jaNAso84TsP7OgDasi7z2GbOJXa8O5hRTNXxOXb75DoCLDy6y4L8FAMhlOe6p1ux9efo0vP46DB4Mjx5B7drIDx5i4WvCosQiwRAbelGLXcpnYixXKIRdkBWTNVAY+SQSgO8OflcwfYKtjHwVuw4dOoS/vz8TJ07k6tWr1KxZE0dHR15//XXOnTun9X3JycnEx8dn+8orop9Gq72bZrWZpXshsGSJ0QaHOsm4Eft3Hpp3ab85atz9b4L309w3coscWx9SFgZubmJQatxYlJEm6Ffr0pXpDN48mBRFCh0rdaR/rf4AakPznH5dRp26AR5fAPhlCJwFLbNLyrWgUIjtzE2hQlCzJqHVwXdFXQJXBPLdITHBcrJ34tSdTON6g8XHgoAqq6tFC1EG+xJgDZnBpjS7sGamHZjG89TnNCrTiOAawZLfp0hXmOwhaY59aEJvx+K0NPjrL6hVSzTROHlSWA2MGSNEg6VLoULuTrtBg2YRNeMF++rMZ2Xp4eyrM5/IGS9ME7rUOy8gnQFtWAd5WQJnE7teLcwppmZ8ThW9ezFVdoDBW3MnDKQr0wEY1WSU9XpfxscLE/sGDUTVgLu7qDI5cQKaN7dsMMSGXlRi173n91BMy2gAt3IlnD+fj2elHW1BvriEuILbGMuKyDexy8vLi+vXr3PgwAHu3bvHpk2b8PDwUL+u0LEwnjlzJp6enuovHx+fvDhlACbtnURSWhIty7ekS9Uu2jdMTxelD1Jwc5Pue5DlRix3cNTbEt1sab85atflSli4PeOUNDU0QcncdnPzbgGoa2Gwfr3oRtevn/i/LFgg2mVv2aJzlz8e/5GD0Qdxc3BjaeelyGQylEqlOrNLk1+XUaduSFlUQRW7pJ6vhX6v0IBSBPeCmJSH2Z5/nvI820BisPhYEHhJSxgLamawNXPt4TV+OvETALPazjKoA1B4dLjJHpLm2EdO9GaKff+xKD8ZMEAs4j094Ysv4OZNmDtXeCXqQO7gSEC3UfT9cBEB3UaZN1pfkDoD2ng1SEuDK1fE9wVU7LKGYEmBw4xiauilUMovKM9XYV9pfF2JEhky1l9aj385f+vyvlQqRTfxatWEYJaeLhovXb4sxC/7zAZHFg2G2NBJSbeSyJChUCp4WLWcsOBRKuHLL/P71HJhqSCfjUzyTexycnLCzc0NmUxGjx49OHXqVLYMLbmOG+mECRN4+vSp+iuvBqbjt4+rW4HOaTdH80Lg+XORnVK9Ovzzj7Qd9+wpHqUsLAoVgrVr1TdiXS3R3637rvmiIRpq14MuQchaKKslsW7MzjF5q0brWhiULCki99u3iwh9dDS89Rb06qXRhPLW01t8vvtzAGa2nkn5wuUBuHD/Anef38XF3oVm3s3Md+pSy6J8fcXjiRMQFmaZzEFLoBLpzLWdASjSFYwseUIMGTkuMU0DiVV4MpkLhUJ8TgBam56JaE0UxMxga+eLfV+Qlp5Gx0odCfANMOi95vC7M7dnnt5JpFLJqKgfUUTegOLFYfp0IXJNmyZ+tgYKSmdAG68GERGQmioyH8uVy++zMRpbsCR/UAUfYp/F6twuT5oBGRpMuHpVNCvp00esGypXFo3GVq/W2jTLosEQG1qxt7OnhFsJIGO+MHWqsDPZuBGOHcvfk8uBJYJ8NrKTb2LXs2fP1N8fOHCAN998k4sXL5KSksKhQ4eoXbu21vc6OTnh4eGR7cvSKJVKxu4UNdgDag+gYZmG2TeIiYHPPxd13sOGiZtioULSBKyfftIcYfDxEcLWP/9k1o7Hx8MPP0Bs5kCRUygZ1WQUAP/G/IvSkC6PutBS4x50CeZvB5QZX1kw1WPFKPQtDNq3F2ms48eL19atE8Lkjz+KCA3ifz30n6E8S3lGM+9mDG2UaSKpyuryL++Pk715S8L0lkWFhgpfABBtdAMDhfgVWgDSW4cO1b9Ik8vFdmYmPDqcGMXjXEKXCk0DSb54MqmEqVWrzCdknjoFT56IbJV69Uzfn5VQUDODrZljscdYe2EtMmR82+Zbg99vDr87c3vm6Z1EyuCWJ4TPGiYWPRMnimvFhg0bmlGVMFavLhaPBRRbsCTv0RV80IbFmwFJCSYkJoqMoFq1YPduYQcxdSqcPQtt21r2/GwYjdq3K+GOuF8NHChe+OKLfDyr3LyUjbGsjHwbqQ4ePEiDBg3w9/cnNjaW/v37M2rUKFq2bMkXX3zBF1b2Yfz7yt/sv7kfZ3tnpreanvnCsWOiPK5CBfjuO9FZsVIlWLQIbt8Wpui6aNxYGOBqizD07AkdO8KBA/DHH6LkMSwM6tSBrVvVu8kqlHwd+DVuDm5cfnCZ/Tf3m+cPoKXGXSGD0R0yftCYNaNk1PaR1pV+6eoq/lfHj0OjRvD0KXz8sRD0LlxgzYU1bLm6BUe5I790+SWb6KTy62pTwTwljJJRdcK8cyf787Gx4nlrF7wcHYX/jS7GjBHbmRljB5I89WQKDRXCZWCguJ+YS8hUlTC2bJktvb6gUxAzg60ZpVLJ+N2iG+rAOgOpXUp7sEkb5vC7M7dnnuRrv/3rYmy1UfCwRJDAhnZUYlfNmvl7HiZgC5bkD/qCD5rI92ZA//wjPuvffCMaKHXsCBcuCPHL2Tl/z82GTrKJXQBffQUODiIbb7+Z1sZm4KVsjGVl5JvY1bFjR06cOEF4eDh//PEH9vb29OnTh3///Zd9+/ZZ1QCSqkhVLwRGNx1NOfeyYhHq7y/EqlWrhI9By5YiRfLyZRg+XBgWzpoF48Zpz2p5553M7/VFGAYOFMa59erBw4fw5ptCIMjRwc7DyYMBtQcAwnfKbGiocQ8vDzGe6MiagVvxMYT/8qX4G1kTdevCv/8KEc/dHQ4f5mHzunwS8j4Ak/wnUaNEpidFqiKVsKgwAFpXzMOSsBydMLOhem7UKOuf5Gu7FuRy8fwsy/gYWP1AohIyY3JMAs0hZL6kfl0FLTPY2tl+fTthUWE4yZ2YFmhcCY85/O6M2ocOscMrVVr2rW0SWUCxVJDAhnZeAnN6W7AkfzAkMyXfmwFFR4s1T+fOIvFA5f+7datF7DZeevIhKJFL7KpQAT74QHw/aZLmNVU+8FI2xrIyCm4Och7y04mfuPrwKiVdS/D5WQ9Rp92jBxw8KFTigQMzPZS6ds29mJ81C168EJ06hg8Xj3XqiNfKlzfsZKpUEQLNyJHi5/nzoXlzuH4922YfNhAdTkIvhXI34a4Rv7UWcmSgxX0nLQMvbtFMkUb6++/C78FakMvhk0/EBK5LF0a3TuO+7AU1nzjyeVrTbJseu32MhJQEiroUpW7punl3jjk6YeZCqRRljeEFoJ5b07Xw4oXFhC7IMpBYQ+fQnCgU4vNnCSEzJSXzM/GS+XUVtMxga0aRruCz3Z8BMKLxCMp5Gu/DYw6/O4P2oU3s+OknGDYM/9f7Wk/XYBvmxZJBAhvaeQnELluwJH8wNKhg8WZAmgSY1FQxH61eHTZsEBnx48bBpUti/WNA0xYbGeRTUKK0Ww6xC0QJo7MzHDokPJytgJeyMZaVIVOazdQp/4iPj8fT05OnT58aN/AoFGJRGBcnjNj9/dWC1ZOkJ1RaUJGHyY9ZutuZjw4mifcUKwYffSQ8hvR0a9JIsWLw6BGcOwevvWb4+wH+/hsGDRL7cXcXE/x+/dQvN/2lKUdijzCz9Uw+b/G5ccfQQ1hUGIErAvVuty/Ug4CzGZGzihWFN8rbbwux0ErYfm0bHVd2QqaEw79C0xjg3XdhzhwoVoyp+6fyVdhXBNcIZl3PdXl3YqtWZfu/amXlSpEVaCMXoZdC6bGmh/gh61iScfdb33u9ef240tPhwQNRdqrr69YtSEjQv799+0S2pyGEh8Mbb0CJEnD3rsUmaSbff/OZgn7+pvLHmT94Z+M7FHYuTMQnERR1KWryPhXpCsKjw4l7FodXIS+jOmrp3YdK7NAzhQntVpXgulcAWS6vGBmygtd0woaYs/n6ag8CyWQiEyMy0mbob04UCjHXTEoSAVYzZLjkx/1327ZtfPHFF7i6ulKhQgV+++03QkJCWLhwIc7Ozvzxxx+Sq0te9fHDEBTpCnwX+hIbH6vTt8vbw5uFHRZa9r4cGiqSBrLeQ0qUEH5cquf8/UXDMWPXaDa0j9Oq+aiuzpcmsuC/BYzeMZreNXuzOnh15gvjxol1Xb16ws7GSrwHQy+FMnL7yGylvj4ePizosMA2R9GC1Pvvy2PiYiyabnje3rBgAXh5MWPlIB6WeEz1+/DB4STRbnb0aNGm3NXVuGMmJAiBCgzP7MpKly5w5gz07y88vfr3F+aJixaBmxsfNfyII7FH+OnET4xrPs4iqrAqa0ZbHb4MGd4e3viHn4OflsHs2XDjhkglnTZNiF7vvmsRryZDSEhJ4MOtHwHwSb2PaNrFDpYuFZloW7bA/PnsSRXm9Hnu16WhE6ZJ272K/PEH6Kpo+uMPmKlnMFEqxbWrT8C6c0eIS+ZM09bQMVQvWUsYbdFIGxpISkviy32iFfeEFhPMInRBpt+dxfahq7RbhZMTbN1KUKtWhFzekGsSaSezY2XQStsksiBiSLazoUECG9qJihJCl7NzZmfoAkjHjh3p2LFjtuf69OlDnz598umMXg1UGSzBa4ORaQg+AHwd8DWT/CdZ3iNVkwBz/7549PAQ66iBA21zJ1PQZ8Eik4nKBU0VUWYgVxmjis8+E8khp05lfhasgKDqQXSt2tXkQKGN3LzaYpe2G15MDAQHE1UYFg4XT82+Xxf7LTNENz9TVeCbN8VjkSKiY6MpeHuLRe20aeJr+XJR5rh6Nb1r9mb0jtFEPYliZ8ROOlbuqH9/BiK3kzMlYAof/P1BrteypV96eAo1fehQcZOZNUv8HT78UBg/TpgA770nFij5wKQ9k4h+Gk15z/J803E2dHUXguaQIXD+PAnvD+Tfz2Vgl8d+XZDZCTM2VvOgoYpi+9tKcTShSEpkZPImIXblnLfIRInTqORNdD14APnjp7pFrBcvDDt4iRJQurT2r+hokZ2pD2OEzJfUr8uG+fjh6A9EP43G28ObEY1H5PfpSEef2AGQnCwm0DJZtknkrae3GL1jNA8TH5KiSNG9DxvWiVTx35gggQ3tXLggHqtVs2XM2TAKVZl6vmWwSAmUFCokkgdsQpdp5HNQQqvYVby4SFqZOhUmT4bu3a3mfmaOQKGN3Ly6YpeEG96E1pBiD61LNKHT6n/Nd+NTiV2mZHVlRS6HKVPEzaJ/f2GQ36QJLvPm8W6dd1hwZCHfrB7KkydV8PKqjP/w2cidXcxzbODE7RMAONo5kpKeuXjw9vDOPXi5uQlT/Y8+gp9/Fl0Rb90SItj06fD55yLrKw+7nPwX8x+Lji4CYNlby3B3dBcvNGsmGgLMmUP4n1+RapdK+afg99M60WUzr0owVZ0wg4PFZzDrZ1b1mVywwGpu1tZG+OJxoomCFpQyuOUJ4QNbEhAlYYeFCukWsFRfJUro/4woFKKrj7mFzOfPhegNL51flw3z8DjxMdPDRWfhqQFTcXEw35hgcYwQO7JOIm/F32LS3knM/28+A2oPQGZb1BQsbNnO+cNL4NdlI/8Jqh5EB78OuM0UHXA3991Mx0od8yaDRUqgJDbWlhVqDvI5KKFV7AKxDl28WHix/fWXsNWx8dLy6opdWm54CpnoMBheDlbXEs/NCfrRvJNhc4tdKgICRFnjoEGi9G7YMCp0LgGN4HB6FIc9ouD5Trwn/sBCp64Ezdxo8iGvPLjCshPLANg+YDsymUxa+qWrqxAbhwyBX3+Fb78VA8yIETBjhkgzHTIEXCy7AEtRpPDB3x+gRMnbdd6mnV+7bK8r5HaE923G4uKvw+0wWkWAbP5E4aO1bBk0baplz2ZG1QlTW8mthWreXwbi4q6BBCuNuGJOULyWWCBpE7BKlRKCrbmwlJB56JAwWi1XTnjk2bCRg+8OfcfjpMfULFGTt+sUsImeiWLHkAZDmHZgGqfunOJg9EH8y9uyYgsU/v7C9/ThQ82v27KdpaPDszYXNrHLhplITc9sVNXOr13elWrZskLzjnwOSqjErqfJT0lMTcwe0PP0FOvMzz6Dr76CPn3y3U7HhuWwDle2/EDDjSy0OviOgsB3YXJG5Y+rzJEbj2+Y77iqiQWICYW5268WLy6M6xcsILSGjFEN75OzLD7WA4KdNhE6oZvJh5u4dyIKpYK3qrxFYIVAAnwD6FurLwG+AdIGLxcX0ZXv+nX44QcxQY2LE3XcFSrAvHmGl44ZwMzwmVy4f4ESriWY125ettdCL4Xiu9CXwBWB/HM7DIBNDd0IbewuGgs0by7OPUvLaouSoxMm+/YJA16b0KUTL6/K0rbr8wEcOyaun2XLRIrz0KHi79u8uRCNzCl0qVAJmWWzd5/D29t4806bX5cNHdx6eouFR0T3n2/bfFvwPCFUpd3aPtsyGfj4aBU7irsWZ2DtgQAsOLLAQidpw2JERIjsVU3Ysp2lY0iXNIUCjhwR36enm3/uasN0NHUXtFKS0kSzLxkyHOzysFGVLSs07zBxnDYVTydPnO1FlZDG7K7hw0UQOypKJF3YeGl5dcWuHDey0OoQ3AticmSAJCpTCF4bTOglM7RIVU0sVq3K/rO526/KZCg+HMLI9hn2jznuM8qMn0clb0KRlGj0YQ7fOkzopVDsZHZ82+Zbo/cDiLLFoUOF6PXjjyIj5e5d+PRTIXrNnp27a50RA7siXUFYVBirzq1i+anlfHPgGwAWdVxEMddi6u1CL4USvDY4l/H+4/QXBHd6TujHASIL54cfRJRzwwaTz00ScrnI4OvbVzzaJvN68R8+G++nwptLI0rweSq2yzfMLWSqxC5bCaMNDUwJm0JSWhL+5fzpXLlzfp+O4agyIiH3RFqi2DGyyUgANl7eSNSTKPOfow3L8OKFyIRNShJjr7d39tdNCRK8Sqg8a3NWOMTGiuezzktVc9WrV8XPkydbZu5qw3gMES6tAJXY5WzvnLdl5PkswLxSmGGcNgWZTKa7lNHVFSZNEt9PmwY7dhQIodiG4by6YleWG55CBiM7oFkYyngctX0UinQTPvyGTCzMgNqnSMv9XO1TtHicUftXKpWM3zUegPfqvkeNEmZKa3dyEqb1167BL78IoevePRg/Xnz/7bfw7JlRA3vWTK1+of147+/3SFOm0dCrIb1q9lJvp0hXMHL7SI2dYlTPjaocgWLXDqhUSfwPg4KEyWFMTIGbdLzsyJ1dWOjUFdAueHVyrW1WHzujMJeQ+eQJnBA+egQGmunkbLwsXLh3gd/P/A7ArLazCq5flYkZkTVL1qRtxbakK9NZfHSxBU/UhlkZPlxkVpcsKbpP27KdDUdflzQQ2fUKRZ7PXW0YQQH8H2UVu/KUfBZgXjm0jdPu7nkSlNApdgEMHiz8dePioEMH25rtJeXVFbuy3PDCy6NbGELJrfhbhEeHG3csQyYWZiIu7pq07aIvGLX/TVc2cejWIVzsXfg68Guj9qETR0d4/324ckV0mPTzgwcPRNfGMmWgRw+DBnZtmVoAJ+JOsOFyZmZWeHS4xu1UqD8PlRzh7FkRGbC3h40boXJlg8/NhuUJmrmRkOSulM1RceqeDMjgJ4ezzD08N1/Ozezs3y/KTKpWzT3BsPHK8/mez0lXptOjeg+aeueR56ClMDEjclTTUQD8cvIXniU/s9x52jAPv/0m5gN2drB6tcjQt2U7G47ULmlhYXk+d7VhIPmwvjAHiWmiqiTPxS6wjHWEDe1kHadHioxqPD2hWzeLH1qv2LV1K9y/n/t525rtpeLVFbtAfcOLK1dU0uZxz4w0LDSk/aqZkOxT9E+4aMGqrztJFtLS0/h89+cAjG46mjKFyhh1jpJwcIB33xUdJv/4Q4hJOcsZVWgZ2HVlaqnImrkn9f8c9yxOeI598w2cOiXM6pOSDDo3TShSUwjbuIBVP40gbOMCFKkpOre3IY2gmRuJmvGCfW7DWBnfjn1uw3j85XMmtJgAwNhdY5kSNgWlrpbUBYGsfl02bJBZvj1532S2XN2CHXZMbzU9v0/LPJggdnSo1IEqxarwNPkpK86ssNgp2jADp0/DsGHi+2nTbFmrpiDVfDssLM/nrjYMROr6YvVqEQSzEvIts0uFzQM3b1GN099+Cx4e4jN74IDFD1vaTYfYpRKKNWHFQrENw3m1xS6AoCC8flsraVOvQkYaFuZD9w99PkUylU/RDYVI2a1YET74INOTQQe/nvyVKw+vUNy1OONfH2+2c9aJvT0MHAhLl+reTsPkS3KmVkbmntT/c7btXnsNputZPEqYGIYuH4/vRFcCz4ym353FBJ4Zje9EV0KX59Hf+SVH7uxCwNjF9J27g4Cxi7F3cWVG6xnqhf/X+79m7M6xBVvwsvl12chC1vLtaQemAeDi4MKF+8Zl9b5M2Mns+KTxJwAsPLKQdKX1LAZtZOHp00yfrk6d4PPP8/uMCjbmNt+2da7LP6T+7QcMgEKFRFB2yBBYvFiIDY8fW/b8tJDvYhfYskLzA2dn6NlTfP/nnxY/XCn3UoBYB4ZFhWW3I8qHRBQb+YNN7AL8KwTg7eGNTEsdowwZPh4++Jcz0rAwH7p/6PIpUv28wLEL8u07oGVLSE0V3SiqVYNevUSmkgYSUhKYsn8KAF++8SWezp5mO2dJ3LsnbbssEwCDMrUA/3L+xn0e7t41+NyyErp8PME3ZxPjlj2KEOumIPjmbJvgZUEm+k9kYQdR1jzvv3l8vPXjgrnwvXsXzp8X3wcE5Oup2Mh/tJVvv0h9Yb7GKwWcd+q+g6eTJ9cfXeefa//k9+nYyIlSCe+9JzowlisnMrztbFNXk9Bn0q3i8GFp+7N1rss/pP7tHRxEc4cjR+Dnn+H/7d15XFTl/gfwz5lhccEhxV1QVNTU9GdamguKXjVyFxFzy7xWpmV4vS6Vt5tpeUvKUMvq5tVyTUTcyut1uZiIZpq5JCZqmIjkxpXFDRnO74/HQZYZZoCZOXPOfN69eoHDYebrceZ5zvk+z/N9pkwR1/41aoiC7P37izIh69YBp06JewIHcolkFyljrNgJGRs2WF4NYwdxp+Ow+NBiAED8hXj0/LonAhcFPrzuUWAiCimDVwwA9Dp9wY1u8QSH6c/RodHl355dod0/LNUp8s8CYu8NRtj7W4C+fcVU9cREYMAAcWG5YQPQvj3wzDMlMtoLDy7EHzl/oEn1Jnj5iZftGq9NypE4LOtMrXK/HyqQ1DTez0Vk0sLSd89MWsgljQ70WqfX8K9B/4IECV/89AXGbR6HvPw8pcMqm/h48bVdO8DPr9RDSdts2mijohuvaICPlw9ebP8iACD6h2hlg6GSoqNF3RRPT3Ftwnat4mwp0i1JYpawtdkufn7cuU5Jtt5fZGcDp08D69eLOrODBoki3ICY3bJ9u1hiNmqUWKng4wM8/jgwbhzw0UfArl22D+haYzTi7rEjAIBKt3O5TMzdBAeLgYusLGDbNoe8hGmg7393i85cTMtKezjQp8BEFFIGk10PhLUMQ2xELBoYihYs9Df4IzYiFmEtK7COW8HdP8zVKUqZfxth/9hc9MAuXUSjc+KE6Ox0OmDHDqB7d6BbN+C773Al+w9EHYgCAMzvNR9eei+7x2tVORKH5ZmpVa73QwWSmgnfLcUlH2Ppu2f6GJHw3VLzB7gCo1EkTlW8de+fH/8z1g5bCw+dB1afWI2IDRG4l3dP6bBsx3pd9EBZl2+7s1c7vgqdpMOelD04eeWk0uGQSWKi2IkZAD7+GOjYUdl4tKS0It0bN4pzHxRkvR+/cQPYssVxcVLpbL2/8PZ+uHLj3XfFv1lKiti9ef9+YOlS4OWXxb2Ajw+Qmyvq5K1cCUyfLgbG69YVu6D27g1MmwZ89RVw9GjZZuc82K387jtvAQAqHT/Fne/cjU4HjB4tvnfAUkabB/q6dlFkIgo5nySrujiNkJWVBV9fX2RmZsJgMFTouYz5RiRcTEB6djrqVauH4IbB5Z/RVVxcnCiGV3iNcECA6IhcrSji+fNAVJTY+ShXzCZ65Tk/LG1yA0/WfwI/vHAIOkmhXKlpm2Wg6A40pgbLzG4qpiw/gCINoCkBZimBVeb3QzliA4B1X0zBqD8+sfy8D7xo6Il5L64rWIfuMsy9t/39xUWYq723bbDtzDYM3zAc94z38HTTpxE3Ig5VPKsoHZZ1QUHis/vdd6K2jRPYs/1Vgtrjt2TdyXUYFTfK6nFrw9ZiZJuRTojItQ3fMByxSbGY8PgELBu0TOlw6No1MbMkLQ149llRRNrasjsqO6NRzOBPTxczGIKDHw683rolkhr//Kfl35ck0denpJRrwFbt7a/LxG/P+4v8fOD338Xgd+H/z541v+ujXg80bw60bVv0/4CAop9Z0/WxLOOrdsD4IcAzZ4Hta0u/PiYNSkoCWrcW9ZjT04GaNe321Hsv7EXPr61vYBI/Lh4hRzPKdc9GrsHW9pfJLmcr7cLCFV2+DHz8MZLXL0Xr528jTw/E76yPkOfnAM89J0aLCnPW368cHXvc6ThE7ogsMtshwBCA6NDois3cs0NsezdHo+fxv9j09BIkdGzQEYNaDMLA5gPxWO3HICl5E1DoAqYIlXcWe37bg0HfDMLt+7fRvVF3bBu5DQZvF25ffv9djJDq9aLobLVqTnlZVbW/Zqg9fkvKdMEXGOL4gFxc4sVEdFvRDd56b6T+JRW1qtZSOiT3ZTSKMgq7dgEtWgCHDzutPaNi9u61befL+Phy1YlUe/vrUvE7+vr79m2RpCicADt+HMjIMH+8r69IerVpI5ZGzplTUHf38yeASQOAsCRgYwwqnDQlFWrfXtSH/vRTYPJkuz1tmQf61DQRhYpgsovsKnz1IGw8vw39Uzzx7dcPClfWry9G/SZOFNOenT27pxwdu0Nn7lUgNuP9XAS+WQVpVY0FNboKk2Sg2n0JzRq2x09//FTkZ4GPBGJg84EY1GIQujfq7tzlpUajSLBY2tFE5RcwiRcT0W9tP2Tdy8KT9Z/EjjE7UKNyDaXDMm/FClHIuXNn2wsL24Ha21+1x2+JMd+IwEWBSMtKMzudX4IEf4M/UiJTHNMGqowsy+i4rCOOXD6Cd3u+i9ndZysdkvuaMwd45x2gShXgxx/FDABSxrp1orSFNWvXil3tykjt7a/a468wWRbXucVngZ0+DeRZrnka/RTwl1Bg1AlgTeEVjOVMmpIKffyxuIe08zVruQb61DYRhQDY3v6yZhdZ9cOlH7Dx/DboJB3en7NfNFANGohZX9OnA40aASNGiNk9xZMeaWnicUesxy/HtsF6nR4hgSEY2WYkQgJDHHeTV8bY9J5eWOQxAIDl3TNXBE3HkYlHkDYtDV8M+AL9m/VHJY9KuHDzApb8uAR9VvVBrahaGBE7AqtPrEbGHQujbfak8a17uzbsivhx8fCr7IfDlw8j5KsQXMmxU5FWezPV6/rTn5SNg1yCwzde0RhJkjC101QAwKeHP0WukZuBKGLnTmDuXPH9558z0aU0FnGm0kiSGPgODRX19VavFsmuW7fE19WrxeNt2xb5tbse4mul4vkw7nznPp59VtTvOngQOHfObk9bnjrN5bmfJPVgsotKJcsyZu4SBWLH/d84PBbYEZg6VdQFWrYMaNZMTGGOiTG/lt/02NSpqixY7jRxcQj7YCtiY2B598zxCwAA9avVx0sdXsK3o77F9RnXseXZLZjw+ATUqVoHWfeyEHMqBmM3jUXtqNro8VUPfHTgIyTfSHZM3G6wdW/7eu3x/fPfo55PPZy8ehLBK4KRmpmqdFhFyTKwZ4/4nsXp6QGHbryiQcNbD0c9n3pIz0nHhlMblA7H/aSmillEsgy89NLDLepJOQrtJk4q5+Ulli+OHg188MHDIvoPWEx2MWnqPurVE5sdAMCaNXZ7Wg70UXFcxkil2npmKwZ/MxiVPCrh7JSz8Df4Fz3AaBSjsKaR2NJwerJ5xZYCGiUgoRGQ7gPUywGCLwL6BgFWlwLmy/k4nHYY25K3YeuZrTh5teiuYs39mmNQ80EY2GIgugR0gYfOo+Kx21rP48UXxbp8T8+Kv6ZCzmWcw59W/gkXMy+ikW8j7H5uN4JqBCkdlnj/rFkjtgj39BT1uqpWddrLq739VXv8tnDa8m0NeHffu3gr/i08Uf8J/PjCj8rWQ3Qnubni+uDgQVGY/sABoFIlpaMioNwb79hC7e2v2uN3GtN1bloaIMuY1RtY0A2YdgD4aCdUX/KCymn1ajGo0bSp2ADBjv2t0+o0k2K4jJEqLC8/D6/vfh0AMLXT1JKJLkB0So8+atsTqnh2j0MVWwqol4GQC8DIX8RXfT5sWgqok3To5N8J7/Z6FycmnUBKZAoWhy5GnyZ94KnzRPKNZHx48EP0+KoH6nxYB2M3jcWGUxuQdS+r1OctlbVRX5MvvxQ3MImJ5X8thQXVCML+8fvRrEYz/J75O7qv6I6ka0nKBvVgG2+MGyf+fP+++DxyG28qxGnLtzVgYoeJ8NZ748jlIziQ6rzad25v1iyR6PL1FckTJrpcR1iY+DdpUHSGKPz9VbsBDTmZXv9wdpckFZ3ZZbp+jI5mosvdDBkiajOePw8cOmTXpw5rGYYLkRcQPy4ea8PWIn5cPFIiU5jockNMdpFFK35egdPXT8Ovsh9e7/a65QNZ06FiHLQUMPCRQEzpNAU7x+7E9ZnXERMegzFtx6BG5RrIuJOB1SdWIyI2AjUX1ETfVX2x5NASXLh5oWyxF7uAKUKSxP9TpohthU+dArp1Exsa/O9/ZXsdFxHgG4B94/ehTe02SM9JR/cV3XE0/agywZhG251ZJ49I42pVrYUxbccAAKIPRSsbjLuIjRU3ugCwciXQpImi4TiKMd+IvRf2Yt3Jddh7YS+M+Soq7RAWBly4IGbor10rvqakMNFFtiuUNC2S7GLS1H35+Dz8d1+92u5Pz4E+AriMkSy4lXsLzZY0Q3pOOj5++mNMfWqq5YOLTU8ugdOTS+fgrb2Ly8vPw4HUA9h2Zhu2Jm8tUc+rTe02GNRiEAY2H4gnGzwJnWQ+J56bl4ulR5bifMZ5NE3NweT5O+F18fLDAwpv3XvjhihSuny5+Fnt2mKjg5Ej7Tpt2Vky7mQgdHUoDl8+DIO3AdtHbUfXhl2dF4AL7YKp9vZX7fGT/Z28chJtP28LnaTDb6/9hkaPNFI6JO06exbo0AHIzgZmzAAWLFA6Iocwt6TG3+CPRaGL3HqmgdrbX7XHrwijEeO+7IeVV3ZiQZOJmDHqU5e8N+Dyfyf5z3/EBgd+fmLjMy8n7ihPqmZr+8tkF5llqlvS+JHGOP3KaXh7eJf+Cw6s6aB5CicLz1w/g23J27AteRv2X9yPfDm/4Gd1qtbBgOYDMLD5QPRu0htVvUQtqJm7ZmLhwYUwyg9HpvWSHtMahGNBlcGWt+7dtw94+WWxLTUgilN+9hkQ5AK1r8oo614WBq4biH2/70MVzyrY8uwW9G7S2zkv7uQEaWnU3v6qPX5yjN4re2NPyh5M7zwdUX2jlA5Hm27fFtvOnzgh+os9e1Rd19GSuNNxCI8Jh4yi/bupWLI7bxah9vZX7fErZUTsCMScisHi0MWY0mmK0uGUwOS0E+XliXucK1eArVuBgQOVjohUgjW7qEwKT6/fdHoTPtj/AQDgvV7vWU90AazpUBHWlgICDq1l0KJmC0zvMh3fP/89rk6/ilVDV2F4q+Go5lUNV25dwb9+/heGrB+CmlE1MWDtAPRd1RdRB6KKJLoAwCgbEXVpPWbW/Nny1r3duwPHjgHvvgt4ewO7dwOPPSb+fO+eQ/5+jmLwNuDfo/+Np5s+jdv3b6P/2v7Ydmabc17cDXbBJFKSaTbzl0e/RE5ujrLBaNWrr4pEV+3awDffaDLRZcw3InJHZIlEF4CCx6bumKquJY1EFXQ37y4AoJKH69XmMyWnCye6ACAtKw3hMeGIO80SEXbl4SF24QUcspSRiMkuQtzpOAQuCkTPr3tiVNwohMWEIed+Dpo80gQjHhth+xOxpkP5uUiy0K+KH8a0HYOY4TG4PvM6do3dhSkdp6CRbyPczbuL785+h12/7Sr1ORYeXIjcvFzLB3h5AbNnA7/8AvTpI5Jcb70FtGsnZn6piGlG19BHhyLXmIuwmDCs/2W941+YdfKIHKpfs34IqhGEzHuZWHl8pdLhaM/y5cCKFYBOJxJd9esrHZFDJFxMKHHTXJgMGalZqUi4WPoGNERa4qrJLianFTJG1MnEli1AZqaysZDmMNnl5iyNYADAbzd/w+ZfN5ftCfV6Matn5EjLs3vIPBdLFnrpvdC7SW8sfmYxUiJTcOLlE+gX1M/q7xllI5YeWWr9BYKCxFr9tWvFyP6vvwI9egB//rOo8aUS3h7eiBkeg9FtRiMvPw8jN47E8p+XO/ZFre2CKUmiZlpwsGPjINIonaRDZKdIAMCiQ4uKLO+mCjp+HHjlFfH93Lm2LclWqfRs22bXpmWlOTgSItdhSnZV9qyscCRFMTmtkMcfB1q1EoPfGzcqHQ1pDJNdbqy0EQxA1JPgCIaTuXCy8G7eXVzOuWz9QADnM87b9qSSJP6uv/4qdmkExGj/o48CX39tvoaZC/LQeWDl0JV4qf1LkCFjwtYJWHxoseNeUOGlr0Tu4Pl2z8PX2xfJN5Kx49wOpcPRhsxMUd/z7l3gmWeAN95QOiKHqlfNttm1s3bPwvKflyPXWMqsaCKNcNWZXbYmp209jmwkSQ9nd61apWwspDlMdrkxjmBQaWRZxtH0o3h99+tourgpOi7riGN/HLPpd5vWaFq2F6teHfj8cyAxUdTwun4deP55oFcv4MyZMseuBJ2kw+cDPsdfO/8VABC5IxLzE+Y77gVdZOkrkVb5ePlgwuMTAADRP0QrG4wWyLKYuXvuHNCwobip0Wn7MjS4YTD8Df4FxejNkSAhLTsNE7ZOQLMlzfDJj5/gzv07ToySyLlcNdnlV8XPpuNsTWJTGZjqdu3dC1y8qGgopC3avsqgUnEEg4qTZRnH/ziO2Xtmo/knzdHhnx3wQeIHSLmZgiqeVRDeMhw6K82GXtJj8hOTyxdAly7A0aPA++8DlSuLTq9tW2DOHDETwMVJkoSoPlGY02MOAGD2f2fjjd1vwGGb3rrY0lcirXm146vQSTrs+m0XTl09pXQ46rZokdi52dMT2LBBbDWvcXqdHotCxSzc4gkv6cF/q4auQlSfKNT1qYuLmRcx5d9T0HhRYyxIXIDse9lKhE3kUK6Y7Eq6loSZu2aWeowECQGGAAQ3ZIkIu2vUSJQyAYB165SNhTSFyS43ZuvIBEcwtO+Xq7/g7/F/R8tPW6LdF+0wf/98nMs4h8oelRHeKhwx4TG4NuMaNkRswF+7/LXU55rWeRq8PLzKH4ynJzBrFnDqlFjmkpsLvPOOSHr997/lf14nkSQJb4e8jQ/7fAgAeD/xfbz279eQL+cX2fV074W99lki7MJLX4nUrnH1xhjy6BAAwMc/fGz/z6+WGY1iwGLdOuCTT4Dp08XjCxcCHTsqGpozhbUMQ2xELBoYis7C9Tf4IzYiFqPbjsb0LtOREpmCT/t9ika+jXDl1hXM2j0LjaIbYc7eOci4k6FQ9ET2Z5q56ArJLlmWseTQEnT4Zwccv3Ic1byqATCfnAaA6NBo6HW8znKIwksZVVLGhFyfJDtsyoHzZGVlwdfXF5mZmTAYDEqHowyjEUhIANLTxQ5swcFWb3qN+UYELgpEWlaa2bpdEiT4G/yREpnChl2DTl87jZhTMYhJikHStaSCx7313ujXrB8iWkdgQPMB8PHyKfG7M3fNxMKDC2GUH97s6SU9pnWehgV9FtgvSFkWS/Jeew344w/x2NixwEcfAbVq2e91HOTzI59j8neTIUNGz8CeOHvjLC5lP1w67G/wx6LQRQhrqd6ZWGpvf9UePzlewu8J6P5V9xKPa+Hz6zBxcUBkJHCpWKmErl3FtYqlzTU0zJhvRMLFBKRnp6NetXoIbhhs9trqvvE+1pxcg3/s/weSbyQDEEtqJz0xCdM6T0Ndn7rODt1h1N7+qj1+pdSOqo1rt6/h5KSTeKz2Y4rFkZ6djvFbxuM/5/8DAAgNCsWKwStwIPUAIndEFin1EmAIQHRoNNt7R7p5E6hbVxSq//JLoGpVm+9pyf3Y2v4y2aUF5i4q/f3FkgEry5lMuzECKJLwMo1gxEbEsmHXkOQbySLBdSoGJ6+eLHjcS++F0KBQRLSKwMAWA2Hwtv45ys3LxdIjS3E+4zya1miKyU9MrtiMrtJkZgKzZwNLl4oEWPXqQFQUMH68y9d8WXV8FcZtHmcxoQyo+3Om9vZX7fGT421M2ojwDeElHtfC59ch4uJEEXpzl5eSxJqCNjLmGxF3Og7vJbyH41eOAxCDURMen4CZXWei0SONFI6w4tTe/qo9fiUY842o9o9quJN3B6uHrsazjz2ryID65l8344WtL+DGnRuo5FEJUX2i8MqTr0B6kIi3NTlNdtalC3DwYNHHbLynJffCZJe7sHRRaRo1teGiMu50HEcwNOx8xvmCGVyFC8x76jzRt2lfRLSOwOAWg+FbyVe5IG3144/ASy+JresBoFs34IsvxJbFLsqYb0SdD+vgxp0bZn+u9hmUam9/1R4/OZZpBrSlzVzU/vm1O6MRCAwsOaPLRJLEjUtKCkfqbSTLMraf3Y73Et7DwUviJtBD54Exbcfg9a6vo0XNFgpHWH5qb3/VHr+zmbvfcPYM2ZzcHPxlx1+w7OdlAIB2ddthTdgatKrluteRbiMuDhg2rOTjZbinJffBZJc7sONFJUcwtCXlfynYkLQBMadi8FP6TwWPe+g80LtJb0S0isCQR4egeuXqCkZZTnl5wOLFwFtvAbdvixpfM2YAf/ubKGoPlGtZr6PsvbAXPb/uafW4+HHxCAkMcXxAdqb29lft8ZNjaf3za3d79wI9rZ8vxMeLGoNkM1mWsffCXryX8B72pOwBIJKtw1sPx5vd3sT/1f0/hSMsO7W3v2qP35lMK0mKz3J35gzZQ5cOYXTcaJz/33lIkDCjywzM6zUPXnoHrUog23GghMrI1vbXw4kxkb0lJFhuFAAx2ys1VRxn5aJSr9PzQl3lLmZexIZTG7D+1Hocvny44HG9pEevxr0Q0ToCQx8davPWyi7LwwOYNk3MaHz1VWDbNmD+fOCbb4DPPgNycsq9rNcRuOspkXrx81tG6TaeB1uPowKSJKFn457o2bgnDl06hPcS3sO25G0FpQkGNB+A2cGz8ZT/U0qHSlSEMd+IyB2RZss5yJAhQcLUHVMxuMVghwy05+XnYX7CfMz9fi6MshEBhgCsHLqS9z2uxI73tESFMdmlZryodHuXsi4hNikW60+txw+Xfih4XCfpEBIYgohWEQhrGYZaVV2/mHuZNWwIbNkCbN4MTJkC/PYb8PTT5o9NSxPJMQWmQHPXUyL14ue3jOrZeB5sPY7M6uTfCVtHbsWJKycwP2E+Yk7F4Nvkb/Ft8rfoGdgTs4Nno1fjXgX1h4iUlHAxweJScEAkvFKzUpFwMcHuCajzGecxZtOYgmvkkY+NxNL+S/FIpUfs+jpUQbynJQdhskvNeFGpObYsJ72cfRkbkzZi/an1SExNLHhcgoTujbojorVIcGlpxyaLJAkYOhTo3VsUsF+yxPxxsiyOnToVGDzYqVOggxsGw9/gb3XX0+CGwU6LiYhsw89vGQUHi5m0aWmWC9T7+4vjqMLa1mmLb8K/wdyec/H+/vex6sQqxF+IR/yFeHRq0Amzg2djQPMBRZJeLFtBzqbEDFlZlvHVsa/w2o7XkJObA4O3AZ/1/wyj2oyy22uQHfGelhyEyS41e+opwMsLyM01/3NeVKpKaYU7uwZ0xcbTIsGV8HtCkZuubg27IaJVBIa1Gob61eorEbryqlUTM7YsJbsAxaZA63V6LApdhPCYcEiQzO56Gh0azZsNIhfEz28Z6fViyXh4uLgGKZzwMiVcoqNZc8XOmvs1x/LByzEnZA6iEqOw7OdlOJR2CIO+GYS2ddrizW5vIrxVOLac2aJ4gXByP46aIWspcXvj9g289O1LiDsdBwDo3qg7Vg5ZqYkdTDWLAyXkICxQrybFi25v2iQKdQOWLyq5c4UqWCrcaVL8Jquzf2dEtI5AeKtw+Bv8nRWma1u3Dhhlw4jd2rXAyJGOj6cYre56qvb2V+3xk3No9fPrMHFxJWsnBgSIRBevSRzuSs4VLDy4EEuPLEVObg4AoJ5PPaTnlJw548wC4cWpvf1Ve/zOYtrV1toM2bLsamtpgHh8u/FYdnQZ0nPS4anzxLye8zC9y3QOSKhBXJwYKAF4T0tWcTdGrTF34WgyaxawZg0vKlXK2tb2Jk/WfxIjWo9AeKtwjk6Zo4JdwLS4fETt7a/a4yfn0eLn16FcaFdcd5VxJwNLDi1B9A/RuHnvpsXjypNssAe1t79qj9+ZTIO6AMzOkC1LstXaADEAPFrzUawJW4P29dpXIGpyOg6UkI2Y7NISU6bb0j/Vxo2iDhEvKlWJW9vbiWnbYmtToLltsV2pvf1Ve/xERNZsT96O/uv6Wz3O2dcZam9/1R6/s9ljhqwtA8Q+Xj64PO0yqnlXq3DMpAAOlJANbG1/WbPL1RmNIsNtKdFVuOg2t2JVJW5tbyesFUNERFRC5r1Mm47jdQY5UljLMAxuMbhCM2St7ewIADm5Ofgp/ScOEKuVXs97WrIbndIBkBUJCeaXLpoULrpNqsSt7e0oLEys6W/QoOjj/v5c609ERG6J1xnkKvQ6PUICQzCyzUiEBIaUedksB4iJqCw4s8vVpdvYWNt6HLkcbm1vZ2FhXNZLRET0AK8zSCuYuCWisuDMLldXz8bG2tbjyOWYtrYHHhbqNOHW9uVkmgI9cqT4ykQXERG5KV5nkFaYErfF38cmEiQEGAKYuCUiAEx2ub7gYLEESzLfqEOSxC4VwWzU1SysZRhiI2LRwFB0+Z2/wV+R7cCJiIhIO3idQVrAxC0RlQWXMbo6Ft12G/Yo3ElERERkDq8zSAtMidviOzv6G/zLtLMjEWkfk11qYCq6HRlZtFi9v79IdLHotmaYCncSERER2RuvM0gLmLglIlsw2aUWLLpNRERERETExC0RWcVkl5qYim4TEREREREREZFZLFBPRERERERERESawWQXERERERERERFpBpNdRERERERERESkGUx2ERERERERERGRZjDZRUREREREREREmsFkFxERERERERERaQaTXUREREREREREpBlMdhERERERERERkWYw2UVERERERERERJrBZBcREREREREREWkGk11ERERERERERKQZTHYREREREREREZFmeCgdgD3IsgwAyMrKUjgSIiL3Ymp3Te2w2rD/ICJSBvsPIiIqD1v7D00ku7KzswEAAQEBCkdCROSesrOz4evrq3QYZcb+g4hIWew/iIioPKz1H5Ks1uGUQvLz83H58mVUq1YNkiQpHY7TZWVlISAgAKmpqTAYDEqH45J4jqzjObKO56gkWZaRnZ2N+vXrQ6dT38p49h98T1vDc2Qdz5F1PEclsf9QP76vbcPzZBueJ+t4jgRb+w9NzOzS6XTw9/dXOgzFGQwGt37T24LnyDqeI+t4jopS44i8CfsPge9p63iOrOM5so7nqCj2H9rA97VteJ5sw/NkHc+Rbf2H+oZRiIiIiIiIiIiILGCyi4iIiIiIiIiINIPJLg3w9vbG22+/DW9vb6VDcVk8R9bxHFnHc0Raw/e0dTxH1vEcWcdzRFrE97VteJ5sw/NkHc9R2WiiQD0RERERERERERHAmV1ERERERERERKQhTHYREREREREREZFmMNlFRERERERERESawWSXSl24cAG1atVCSEgIQkJCcO3aNaxfvx6dO3dGr169kJqaqnSIisjOzkanTp3g4+ODX375BQDMnpekpCR069YNnTt3xu7du5UM2enMnaNmzZoVvJd27doFwL3P0U8//YTg4GD06NEDERERuH//Pt9HpBnsP8xj/2Ed+w/r2H+Q1rEPsYz9iG3Yl1jHvsROZFKllJQUediwYQV/zs3NlTt27Cjfu3dP3r9/v/ziiy8qGJ1y7t+/L1+9elUeN26cfPLkSYvnZfDgwXJycrKcmZkpd+7cWeGonav4OZJlWe7QoUOJ49z5HKWnp8u3bt2SZVmW33jjDTkmJobvI9IM9h/msf+wjv2Hdew/SOvYh1jGfsQ27EusY19iH5zZpWKJiYkIDg7Gm2++ieTkZLRu3RpeXl7o2rUrTp48qXR4ivDw8ECtWrUK/nz27Fmz5yU9PR3NmjWDwWCAn58frl+/rlTITlf8HAFATk4OevTogVGjRiEjIwOAe5+junXrokqVKgAAT09Pi58vdz5HpG7sP0pi/2Ed+w/r2H+QO2AfYh77EduwL7GOfYl9MNmlUvXq1cO5c+ewb98+XL16FVu2bIHBYCj4udFoVDA613Hz5k2z50WW5YLHfH19CxpVd5WYmIjvv/8eoaGhmDNnDgCeIwC4ePEidu/ejW7duvF9RJrB/sM27D9sw/7DPPYfpFXsQ2zHfsR27EvMY19SMUx2qZS3tzeqVq0KSZIwbNgw/Pzzz8jKyir4uV6vVzA611G9enWz50Wne/jWv3nzJmrUqOH02FyJn58fAGD48OE4duwYAJ6jrKwsjB07FitWrEDt2rX5PiLNYP9hG/YftmH/URL7D9Iy9iG2Yz9iO/YlJbEvqTgmu1QqOzu74Pt9+/ZhwIABSEpKQm5uLhITE9G2bVsFo3MdQUFBZs9L3bp1cfbsWWRlZSEjIwM1a9ZUOFLl5Obm4t69ewDEeykoKAiAe58jo9GI0aNH4+9//zuaN2/O9xFpCvsP2/Bzbx37j5LYf5DWsQ+xHT//tmFfUhL7EvvwUDoAKp/9+/fjb3/7G6pUqYLGjRtj3rx58Pb2Ro8ePVCpUiWsXLlS6RAV069fPxw7dgxnzpzBxIkTMXXq1BLnZf78+Rg/fjyMRiPmzp2rcMTOV/gcDRkyBDExMahatSq8vb2xfPlyAO59jmJiYnDgwAFkZ2dj3rx5mDRpEt9HpBnsPyxj/2Ed+4/Ssf8grWMfUjr2I7ZhX1I69iX2IcmFF3oSERERERERERGpGJcxEhERERERERGRZjDZRUREREREREREmsFkFxERERERERERaQaTXUREREREREREpBlMdhERERERERERkWYw2UVERERERERERJrBZBcREREREREREWkGk11ERERERERERKQZTHYREREREREREZFmMNlFpKCdO3fihRdeAACMHj0a+/btUzgiIiJSA/YfRERUHpGRkTh48CAAYPv27Xj77bcVjojIMZjsIlJQ37594eXlhcmTJ6NOnTro3r270iEREZEKsP8gIqLyeO6557BmzRoAwJo1azBmzBiFIyJyDEmWZVnpIIjcWVJSEtq0aYPU1FTUr19f6XCIiEgl2H8QEVF5hISEYPPmzQgPD8fu3buVDofIITizi0hBsixjxowZWLp0Kd544w2lwyEiIpVg/0FEROX1zDPPYNKkSRg6dKjSoRA5DJNdRAr65JNP0KNHD0ycOBF+fn7YtGmT0iEREZEKsP8gIqLyGjNmDDZt2oQRI0YoHQqRw3AZIxEREREREZGbuHz5MqZMmYKNGzcqHQqRw3BmFxEREREREZEbSExMRFhYGGbMmKF0KEQOxZldRERERERERESkGZzZRUREREREREREmsFkFxERERERERERaQaTXUREREREREREpBlMdhERERERERERkWYw2UVERERERERERJrBZBcREREREREREWkGk11ERERERERERKQZTHYREREREREREZFm/D9dVGR5WF9YYAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Show the lost and new contacts at the first time step\n", "fig, ax = plt.subplots(1,3, figsize = (4*3, 4), constrained_layout=True)\n", "PlotContact(Lost[0],color='r',ax=ax, nameaxes=['z','y','x'])\n", "PlotContact(New[0],color='g',ax=ax, nameaxes=['z','y','x'])" ] }, { "cell_type": "markdown", "id": "11d3aab3-ec88-43bd-ab56-4e8b3fb3c23f", "metadata": {}, "source": [ "## G) Detect T1 events" ] }, { "cell_type": "code", "execution_count": 12, "id": "dcd5e65f-312f-4ad8-8ae6-d9cd26e145ab", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[1, 2, 3, 4, 5, 6, 7, 8, 9]\n", "Path exist: True\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 76/76 [00:00<00:00, 423.26it/s]\n", "100%|██████████| 72/72 [00:00<00:00, 419.69it/s]\n", "100%|██████████| 80/80 [00:00<00:00, 421.58it/s]\n", "100%|██████████| 75/75 [00:00<00:00, 424.43it/s]\n", "100%|██████████| 87/87 [00:00<00:00, 416.38it/s]\n", "100%|██████████| 97/97 [00:00<00:00, 422.63it/s]\n", "100%|██████████| 56/56 [00:00<00:00, 420.09it/s]\n", "100%|██████████| 71/71 [00:00<00:00, 425.29it/s]\n", "100%|██████████| 58/58 [00:00<00:00, 417.62it/s]\n", "100%|██████████| 57/57 [00:00<00:00, 416.14it/s]\n", "100%|██████████| 62/62 [00:00<00:00, 416.59it/s]\n", "100%|██████████| 78/78 [00:00<00:00, 422.55it/s]\n", "100%|██████████| 63/63 [00:00<00:00, 420.27it/s]\n", "100%|██████████| 52/52 [00:00<00:00, 417.14it/s]\n", "100%|██████████| 51/51 [00:00<00:00, 413.02it/s]\n", "100%|██████████| 66/66 [00:00<00:00, 421.51it/s]\n", "100%|██████████| 65/65 [00:00<00:00, 415.88it/s]\n", "100%|██████████| 63/63 [00:00<00:00, 415.16it/s]\n" ] } ], "source": [ "# Name and directory where we are going to save the T1 events\n", "dir_T1 = 'Q11_T1/'\n", "name_T1 = 'T1'\n", "\n", "DetectT1_Batch([dir_Ctc,name_Ctc+'pair_'],\n", " [dir_LostNewCtc,name_LostCtc],\n", " [dir_LostNewCtc,name_NewCtc],\n", " name_T1,\n", " dir_T1,\n", " imrange[:-1],\n", " verbose=False,\n", " n0=3)" ] }, { "cell_type": "code", "execution_count": 13, "id": "abb74090-e928-4f1d-8f6f-59676b4ed66b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Q11_T1/T1001_NewLost.tsv\n", "Q11_T1/T1002_NewLost.tsv\n", "Q11_T1/T1003_NewLost.tsv\n", "Q11_T1/T1004_NewLost.tsv\n", "Q11_T1/T1005_NewLost.tsv\n", "Q11_T1/T1006_NewLost.tsv\n", "Q11_T1/T1007_NewLost.tsv\n", "Q11_T1/T1008_NewLost.tsv\n", "Q11_T1/T1009_NewLost.tsv\n", "Q11_T1/T1001_LostNew.tsv\n", "Q11_T1/T1002_LostNew.tsv\n", "Q11_T1/T1003_LostNew.tsv\n", "Q11_T1/T1004_LostNew.tsv\n", "Q11_T1/T1005_LostNew.tsv\n", "Q11_T1/T1006_LostNew.tsv\n", "Q11_T1/T1007_LostNew.tsv\n", "Q11_T1/T1008_LostNew.tsv\n", "Q11_T1/T1009_LostNew.tsv\n" ] } ], "source": [ "# Read the T1\n", "T1_NewLost = ReadT1([dir_T1,name_T1],\n", " imrange[0:9], \n", " verbose=True, \n", " n0=3)" ] }, { "cell_type": "code", "execution_count": 14, "id": "62b3e4d7-bf23-4440-ab65-ef4b635a52dc", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# show the T1 detected between the first and second time-step\n", "timeindex = 0\n", "fig, ax = plt.subplots(1,3, figsize = (4*3, 4), constrained_layout=True)\n", "PlotT1([T1_NewLost[0][timeindex],T1_NewLost[1][timeindex]], ax=ax, color=None, nameaxes=['z','y','x'])" ] }, { "cell_type": "markdown", "id": "4c398f7d-6974-4e2e-9986-61a6c84666bb", "metadata": {}, "source": [ "You have now completed this tutorial. I hope it has been helpfull to you. Go back to [FoamQuant - Examples](https://foamquant.readthedocs.io/en/latest/examples.html) for more examples and tutorials." ] }, { "cell_type": "code", "execution_count": null, "id": "d63e44de-d8a2-4b6b-aac6-ba599d471a50", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.8" }, "toc-autonumbering": false, "toc-showcode": false, "toc-showmarkdowntxt": false }, "nbformat": 4, "nbformat_minor": 5 }