{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Evoked potentials/ERPs with MNE" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "Arguably one of the easiest and most common ways to analyse EEG data is to look at evoked/event-related potentials. ERPs are observed for most sensory or cognitive processes. They further may be significantly altered for people suffering from psychological disorders (Sur & Sinha1, 2009). For an overview of different ERPs see e.g. Event Related Potentials (ERP) – Components and Modalities. You can also follow the MNE tutorial: EEG processing and Event Related Potentials (ERPs) and the MNE tutorial on the Evoked data structure, which we'll use to store and manipulate our averaged EEG data.\n", "\n", "\n", "\n", "\n", "**As the sample dataset provided by MNE involves the presentation of visual and auditory stimuli, we should be able to observe evoked potentials related to early sensory processing when we look at the average activity in our previously build epochs**. These sensory processess should further be constrained to specific regions in the brain by their modality, therefore we should be able to distinguish between e.g. visual and auditory information processing based on defined regions of interest." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "**To calculate Evoked potentials/ERPs we first have to**\n", "1. clean and subsequently separate the EEG data into epochs\n", "2. calculate the signal average over epochs based on their condition for each channel\n", "3. define our regions of interest (roi) (i.e. retain only data from electrodes of interest)\n", "\n", "Although steps 2. and 3. can be used interchangably, as it's more efficient to select only a subset of your channels based on the defined regions of interest to average over. To get a better overview of the overall channel activity we'll look at the averaged acitivity for all channels in this chapter.\n", "\n", "Afterwards we could use common statistical tools (such as ANOVAs or t-tests) to compare evoked potentials/ERPs based on condition, peak amplitude between conditions etc." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup\n", "\n", "As in the previous chapter we'll first import our necessary libraries and the sample dataset provided by MNE. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# import necessary libraries/functions\n", "import os\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "import scipy\n", "\n", "# this allows for interactive pop-up plots\n", "#%matplotlib qt\n", "\n", "# allows for rendering in output-cell\n", "%matplotlib inline\n", "\n", "# import mne library\n", "import mne\n", "from mne_bids import BIDSPath, write_raw_bids, print_dir_tree, make_report, read_raw_bids" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Preprocessing and epoching" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "As we've already preprocessed the sample-dataset and separated the continous raw data into epochs based on stimuli modality in the previous step we'll simply import the prepared Epochs object using the mne.read_epochs() function.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "homedir = os.path.expanduser(\"~\") # find home diretory\n", "input_path = (homedir + str(os.sep) + 'msc_05_example_bids_dataset' + \n", " str(os.sep) + 'sub-test' + str(os.sep) + 'ses-001' + str(os.sep) + 'meg')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading /home/michael/msc_05_example_bids_dataset/sub-test/ses-001/meg/sub-test_ses-001_sample_audiovis_eeg_data_epo.fif ...\n", " Found the data of interest:\n", " t = -299.69 ... 699.28 ms\n", " 0 CTF compensation matrices available\n", "0 bad epochs dropped\n", "Not setting metadata\n", "264 matching events found\n", "No baseline correction applied\n", "0 projection items activated\n" ] } ], "source": [ "epochs = mne.read_epochs(input_path + str(os.sep) + \"sub-test_ses-001_sample_audiovis_eeg_data_epo.fif\",\n", " preload=True) # load data into memory" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "Looking at the output of our .info object reveals that we've previosuly applied a filter and kept only the EEG channels to create our epochs" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Measurement dateDecember 03, 2002 19:01:10 GMT
ExperimenterMEG
ParticipantUnknown
Digitized points0 points
Good channels59 EEG
Bad channelsNone
EOG channelsNot available
ECG channelsNot available
Sampling frequency600.61 Hz
Highpass0.10 Hz
Lowpass40.00 Hz
" ], "text/plain": [ " head transform\n", " dig: 146 items (3 Cardinal, 4 HPI, 61 EEG, 78 Extra)\n", " events: 1 item (list)\n", " experimenter: MEG\n", " file_id: 4 items (dict)\n", " highpass: 0.1 Hz\n", " hpi_meas: 1 item (list)\n", " hpi_results: 1 item (list)\n", " lowpass: 40.0 Hz\n", " meas_date: 2002-12-03 19:01:10 UTC\n", " meas_id: 4 items (dict)\n", " nchan: 59\n", " proj_id: 1 item (ndarray)\n", " proj_name: test\n", " projs: []\n", " sfreq: 600.6 Hz\n", ">" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs.info" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "The **epochs.events** object contains the respective **starting sample of events and their numerical identifier**" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "scrolled": true, "tags": [ "hide-output" ] }, "outputs": [ { "data": { "text/plain": [ "array([[ 27977, 0, 2],\n", " [ 28345, 0, 3],\n", " [ 28771, 0, 1],\n", " [ 29219, 0, 4],\n", " [ 29652, 0, 2],\n", " [ 30025, 0, 3],\n", " [ 30450, 0, 1],\n", " [ 30839, 0, 4],\n", " [ 31240, 0, 2],\n", " [ 31665, 0, 3],\n", " [ 32101, 0, 1],\n", " [ 32519, 0, 4],\n", " [ 32935, 0, 2],\n", " [ 33325, 0, 3],\n", " [ 33712, 0, 1],\n", " [ 34089, 0, 5],\n", " [ 34532, 0, 2],\n", " [ 34649, 0, 32],\n", " [ 34956, 0, 3],\n", " [ 35428, 0, 1],\n", " [ 35850, 0, 4],\n", " [ 36211, 0, 2],\n", " [ 36576, 0, 3],\n", " [ 37007, 0, 1],\n", " [ 37460, 0, 4],\n", " [ 37910, 0, 2],\n", " [ 38326, 0, 3],\n", " [ 38711, 0, 1],\n", " [ 39130, 0, 4],\n", " [ 39563, 0, 2],\n", " [ 39926, 0, 3],\n", " [ 40405, 0, 1],\n", " [ 40880, 0, 4],\n", " [ 41260, 0, 2],\n", " [ 41646, 0, 3],\n", " [ 42126, 0, 1],\n", " [ 42598, 0, 5],\n", " [ 42938, 0, 32],\n", " [ 42960, 0, 2],\n", " [ 43346, 0, 3],\n", " [ 50269, 0, 1],\n", " [ 50682, 0, 4],\n", " [ 51046, 0, 2],\n", " [ 51437, 0, 5],\n", " [ 51803, 0, 32],\n", " [ 51881, 0, 1],\n", " [ 52252, 0, 4],\n", " [ 52675, 0, 2],\n", " [ 53118, 0, 3],\n", " [ 53494, 0, 1],\n", " [ 53912, 0, 4],\n", " [ 54320, 0, 2],\n", " [ 54699, 0, 3],\n", " [ 55100, 0, 1],\n", " [ 55463, 0, 4],\n", " [ 55878, 0, 2],\n", " [ 56269, 0, 3],\n", " [ 56717, 0, 1],\n", " [ 57183, 0, 4],\n", " [ 57612, 0, 2],\n", " [ 58079, 0, 3],\n", " [ 58448, 0, 1],\n", " [ 58913, 0, 4],\n", " [ 59320, 0, 5],\n", " [ 59677, 0, 32],\n", " [ 59739, 0, 3],\n", " [ 60129, 0, 1],\n", " [ 60563, 0, 4],\n", " [ 61035, 0, 2],\n", " [ 61458, 0, 3],\n", " [ 61868, 0, 1],\n", " [ 62283, 0, 4],\n", " [ 62682, 0, 2],\n", " [ 63069, 0, 3],\n", " [ 63532, 0, 1],\n", " [ 63923, 0, 4],\n", " [ 64387, 0, 2],\n", " [ 64769, 0, 3],\n", " [ 65181, 0, 1],\n", " [ 65643, 0, 4],\n", " [ 66071, 0, 2],\n", " [ 66538, 0, 3],\n", " [ 66964, 0, 1],\n", " [ 67401, 0, 5],\n", " [ 67782, 0, 32],\n", " [ 67811, 0, 2],\n", " [ 68198, 0, 3],\n", " [ 68666, 0, 1],\n", " [ 69063, 0, 4],\n", " [ 69458, 0, 2],\n", " [ 69859, 0, 3],\n", " [ 70259, 0, 1],\n", " [ 70663, 0, 4],\n", " [ 71128, 0, 2],\n", " [ 71608, 0, 3],\n", " [ 71991, 0, 1],\n", " [ 72442, 0, 4],\n", " [ 72824, 0, 2],\n", " [ 73258, 0, 3],\n", " [ 73718, 0, 1],\n", " [ 74172, 0, 4],\n", " [ 74540, 0, 2],\n", " [ 74919, 0, 3],\n", " [ 75305, 0, 5],\n", " [ 75624, 0, 32],\n", " [ 75724, 0, 4],\n", " [ 76086, 0, 2],\n", " [ 76479, 0, 3],\n", " [ 76894, 0, 1],\n", " [ 77304, 0, 4],\n", " [ 77682, 0, 2],\n", " [ 78130, 0, 3],\n", " [ 78539, 0, 1],\n", " [ 78934, 0, 4],\n", " [ 79361, 0, 2],\n", " [ 86107, 0, 2],\n", " [ 86520, 0, 3],\n", " [ 86971, 0, 1],\n", " [ 87354, 0, 4],\n", " [ 87724, 0, 2],\n", " [ 88150, 0, 3],\n", " [ 88593, 0, 1],\n", " [ 89024, 0, 4],\n", " [ 89496, 0, 2],\n", " [ 89949, 0, 3],\n", " [ 90419, 0, 1],\n", " [ 90813, 0, 4],\n", " [ 91194, 0, 2],\n", " [ 91600, 0, 3],\n", " [ 92038, 0, 1],\n", " [ 92414, 0, 4],\n", " [ 92801, 0, 5],\n", " [ 93018, 0, 32],\n", " [ 93270, 0, 3],\n", " [ 93669, 0, 1],\n", " [ 94094, 0, 4],\n", " [ 94541, 0, 2],\n", " [ 94960, 0, 3],\n", " [ 95435, 0, 1],\n", " [ 95883, 0, 4],\n", " [ 96329, 0, 2],\n", " [ 96789, 0, 3],\n", " [ 97234, 0, 1],\n", " [ 97703, 0, 4],\n", " [ 98113, 0, 2],\n", " [ 98499, 0, 3],\n", " [ 98903, 0, 1],\n", " [ 99363, 0, 4],\n", " [100620, 0, 1],\n", " [101468, 0, 2],\n", " [101540, 0, 32],\n", " [103192, 0, 2],\n", " [103588, 0, 3],\n", " [104433, 0, 4],\n", " [104909, 0, 2],\n", " [105348, 0, 3],\n", " [105760, 0, 1],\n", " [106172, 0, 4],\n", " [106620, 0, 2],\n", " [106988, 0, 3],\n", " [107355, 0, 1],\n", " [107743, 0, 4],\n", " [108170, 0, 2],\n", " [108619, 0, 3],\n", " [108975, 0, 5],\n", " [109324, 0, 32],\n", " [109364, 0, 4],\n", " [109741, 0, 2],\n", " [110209, 0, 3],\n", " [110574, 0, 1],\n", " [111004, 0, 4],\n", " [111440, 0, 2],\n", " [111839, 0, 3],\n", " [112292, 0, 1],\n", " [112743, 0, 4],\n", " [113140, 0, 2],\n", " [113589, 0, 3],\n", " [113952, 0, 1],\n", " [114324, 0, 4],\n", " [114740, 0, 2],\n", " [115160, 0, 3],\n", " [122218, 0, 1],\n", " [122684, 0, 4],\n", " [123065, 0, 2],\n", " [123451, 0, 3],\n", " [123931, 0, 1],\n", " [124404, 0, 4],\n", " [124830, 0, 2],\n", " [125300, 0, 3],\n", " [125709, 0, 1],\n", " [126123, 0, 5],\n", " [126470, 0, 32],\n", " [126546, 0, 2],\n", " [126950, 0, 3],\n", " [127331, 0, 1],\n", " [127705, 0, 4],\n", " [128075, 0, 2],\n", " [128511, 0, 3],\n", " [128925, 0, 1],\n", " [129285, 0, 4],\n", " [129732, 0, 2],\n", " [130111, 0, 3],\n", " [130495, 0, 1],\n", " [130876, 0, 4],\n", " [131253, 0, 2],\n", " [131672, 0, 3],\n", " [132081, 0, 1],\n", " [132556, 0, 4],\n", " [132974, 0, 2],\n", " [133451, 0, 3],\n", " [133927, 0, 5],\n", " [134287, 0, 32],\n", " [134316, 0, 4],\n", " [134729, 0, 2],\n", " [135101, 0, 3],\n", " [135533, 0, 1],\n", " [135916, 0, 4],\n", " [136285, 0, 2],\n", " [136722, 0, 3],\n", " [137133, 0, 1],\n", " [137576, 0, 4],\n", " [137993, 0, 2],\n", " [138412, 0, 3],\n", " [138836, 0, 1],\n", " [139306, 0, 4],\n", " [139737, 0, 2],\n", " [140191, 0, 3],\n", " [140612, 0, 1],\n", " [141085, 0, 4],\n", " [141562, 0, 2],\n", " [141981, 0, 3],\n", " [142446, 0, 5],\n", " [142815, 0, 32],\n", " [142826, 0, 4],\n", " [143218, 0, 2],\n", " [143671, 0, 3],\n", " [144071, 0, 1],\n", " [144545, 0, 4],\n", " [144916, 0, 2],\n", " [145291, 0, 3],\n", " [145666, 0, 1],\n", " [146085, 0, 4],\n", " [146545, 0, 2],\n", " [147011, 0, 3],\n", " [147458, 0, 1],\n", " [147855, 0, 4],\n", " [148304, 0, 2],\n", " [148721, 0, 3],\n", " [149162, 0, 1],\n", " [149555, 0, 4],\n", " [149989, 0, 2],\n", " [150430, 0, 3],\n", " [150872, 0, 1],\n", " [151265, 0, 4],\n", " [151626, 0, 2],\n", " [152030, 0, 5],\n", " [152336, 0, 32],\n", " [152426, 0, 1],\n", " [152825, 0, 4],\n", " [153211, 0, 2],\n", " [153681, 0, 3],\n", " [154080, 0, 1],\n", " [154486, 0, 4],\n", " [168672, 0, 32]], dtype=int32)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs.events" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "So we can plot our epochs with the corresponding events marked again using the **.plot()** function" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "You seem to have overlapping epochs. Some event lines may be duplicated in the plot.\n", "Using matplotlib as 2D backend.\n", "Opening epochs-browser...\n" ] }, { "data": { "image/png": "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", "text/plain": [ "" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "epochs.plot(events=epochs.events);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "The **events_id** object contains our previously assigned labels" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "{'auditory/left': 1,\n", " 'auditory/right': 2,\n", " 'visual/left': 3,\n", " 'visual/right': 4,\n", " 'face': 5,\n", " 'buttonpress': 32}" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs.event_id" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "And with this we can visualize the timing of separate events using the plot_events()\n", "function" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "mne.viz.plot_events(events=epochs.events, event_id=epochs.event_id);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "## 2. Calculate the signal average\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To construct our evoked objects we'll use the epochs.average() function. We can further **specify which channels we want to include (can also be a single channel or a subset of channels), how to calculate the average (aritmethic mean or median) and, using the by_event_type parameter, if we want to average over all events or if the function should return a list of evoked objects for each event_id**.\n", "\n", " " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "evokeds = epochs.average(picks=['eeg'], # eeg channel only\n", " method='mean', # mean or median\n", " by_event_type=True) # return a list of evoked objects by event condition\n", "\n", "evokeds" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "If we set the parameter by_event_type=True we can access the returned evoked objects by their list_index" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 1.58588210e-07, 4.14449820e-08, -4.87084335e-08, ...,\n", " 1.69157032e-06, 1.51644329e-06, 1.42365011e-06],\n", " [ 1.67931646e-07, 1.61905496e-07, 1.93823008e-07, ...,\n", " 2.88958198e-06, 2.72369747e-06, 2.53020267e-06],\n", " [-2.90857603e-07, -1.67109110e-07, -3.81991318e-08, ...,\n", " 2.33253775e-06, 2.26626562e-06, 2.20365272e-06],\n", " ...,\n", " [-3.87839719e-08, 4.56590159e-08, 1.28239707e-07, ...,\n", " -2.05681725e-06, -2.01721058e-06, -1.95900427e-06],\n", " [-8.57313651e-07, -7.74666076e-07, -6.87243417e-07, ...,\n", " -1.07434462e-06, -1.02948976e-06, -9.67314412e-07],\n", " [ 1.26939683e-07, 1.38093103e-07, 1.53148588e-07, ...,\n", " -4.62783340e-07, -4.59852043e-07, -4.39987288e-07]])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "evokeds[0].get_data() # first evoked object - 'auditory/left'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "and we can plot the average activity per channel for the specific evoked object via the evoked.plot() function, which given no further arguments returns a **butterfly plot showing activity averaged over all epochs for the given event_id separately for each channel**. Setting the parameter **spatial_colors=True** assigns a separate color to each channel and adds a map of color-coded channel locations to the plot, so we can identify which channel corresponds to which average. \n", "\n", "The **.plot()** function here is fairly limited in terms of customization, but gives us a good overview of our data. **If we'd change the plotting function at the import libarires step above from \"%matplotlib inline\" to \"%matplotlib qt\", this would further return an interactive pop-up plot, with additional customization options.**" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "evokeds[0].plot();" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "evokeds[0].plot(spatial_colors=True);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "A more explicit way to create our evoked objects is to first select the epoch via the event_id label" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs['auditory/right'].average()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "and we'll assign the evoked objects to a new variable" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "r_aud_ev = epochs['auditory/right'].average()\n", "l_aud_ev = epochs['auditory/left'].average()\n", "l_vis_ev = epochs['visual/left'].average()\n", "r_vis_ev = epochs['visual/right'].average()\n", "face__ev = epochs['face'].average()\n", "motor_ev = epochs['buttonpress'].average()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r_aud_ev" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "This way we can also select evoked objects based on subsets of events, such as evoked objects based on the presentation of just auditory or visual stimuli" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "aud_ev = epochs['auditory'].average()\n", "vis_ev = epochs['visual'].average()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "aud_ev.plot(spatial_colors=True);" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "vis_ev.plot(spatial_colors=True);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "or evoked objects for stimuli presented on the right vs stimuli presented on the left side" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "left_ev = epochs['left'].average()\n", "right_ev = epochs['right'].average()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "left_ev.plot(spatial_colors=True);" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "right_ev.plot(spatial_colors=True);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "MNE provides additional functions to **visualize evoked objects such as the plot_topomap() function, which allows the plotting of topographic maps for specific time points of evoked data**. \n", "\n", "For illustrative purposes we'll specify some time-points we're interested in and the time-window that the activity should be averaged over for the topomap per timepoint (0.01 = 10ms window, centered around the time-points) and switch to a diverging colormap that is less of a problem for colorblind folks. If you want to go wild with your topomaps check out the ~ 30 parameters referenced in the API." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAegAAAB/CAYAAAAkRFFDAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAADL30lEQVR4nOyddZzVxt7Gv5McWVdscXd3KW6lpe7u7u7ubrfut3rrLdSgQIu7Q3F31uV4Mu8fkZNz9iwsLQXufff5fLKbk0ySSSaZZ346QkpJDWpQgxrUoAY1OLKgHO4K1KAGNahBDWpQg8qoIega1KAGNahBDY5A1BB0DWpQgxrUoAZHIGoIugY1qEENalCDIxA1BF2DGtSgBjWowRGIGoKuQQ1qUIMa1OAIRA1B16AGNahBDWpwBOKIIWghxE1CiF1CiFIhxHtCCG8V5foKISYKIQqFEHuFEF8KIfIc+4UQ4ikhRIG5PCWEEI79XYUQC4QQPvN/10Nwe//1EELkCCG+FUJUCCE2CyHO3kfZv9wG+zu2BvvHAbbVUCHEFCFEiRBiU4L9Tc39PiHEKiHEiLj91fpua1A1DrC9bhJCbDCf9w4hxAtCCJdjf017/S9BSnnYF2A0sBvoAGQDvwNPVlF2DHAakAGkAO8Bvzj2XwGsBhoCDYCVwJXmPg+wGbgJ8ALXm789h/sZHOkL8BnwHyANOAooATpUUfYvt8G+jq1Z/pG26g2cB1wObEqwfxbwPJAMnAIUA7XNfdX+bmuWg9ZeLYAscz0HmAzcXNNe/5vLYa+AlBLgU+Bxx+/hwK5qHtsdKHP8nglc7vh9CTDbXB8FbAeEY/8W4Ogqzn0hsAEoAzYC5xzuZ3WY2icVCAGtHds+qurj/jttsK9jE1ynFjDe7IQKgWmAcrif139TWznKjIgnaKA1EATSHdumER1sVfu7BZKAj4ECs73mAXUP9/M63MtfbS+zXC7wG/BaTXv9by5Hioq7A7DE8XsJUFcIkVuNYwcBK/Zzrg6OfUul+QaaWOrYb0MIkQq8DIyRUqYD/YHF1ajP/yJaAxEp5RrHNudzjcffaYN9HRuPW4BtQG2gLnA38P89d+2BttW+0AHYIKUsq+JcB/LdXgBkAo0wiOVKwP8X6vS/hgNuLyHE2UKIUiAf6AK8ae6qaa//MRwpBJ2GodaxYK2n7+sgIURn4H7gtv2cK820Y8bvs/ZXdR0d6CiESJZS7pRSrqii3P860oDSuG37em5/pw32dWw8wkAe0ERKGZZSTosj/v+PONC22t+5DrStqOJaYYyOvqWUUpNSLpBSxtfz/yMOuL2klJ9KKTMwyP0NDLW1da6a9vofwiEnaCHEOUKIcnP52dxcjmFTtmCtl1EFhBAtgZ+BG6SU0xy7Ep2r3Oy44/dZ+ytdR0pZAZyBMXLcKYT4UQjRdr83+L+Jaj+3KsofSBvs69h4PAOsAyaYjjN37u9G/h/gQNvq75zrQL7bj4Bfgc9N56anhRDuv1Cn/zX85faSUq7F0B6+Vs1z1bTXfxkOOUFLKT+RUqaZyxhz8woMVY2FLsBuKWVBonMIIZpg2F4ekVJ+FLc70blWOPZ1jpPGOhOrInfW9Vcp5UgMKW0V8PZ+b/B/E2sAlxCilWOb87nG4++0wb6OjYGUskxKeYuUsjlwPHCzEGJ4Ne7nfxkH2lb7wgqguRDCKWHFt2W1vltTw/GQlLI9hrloLHD+X6jT/xr+bnu5MBzHoKa9/vdwuI3gpmB0NLALaA9kYXgmVuWA1ABYD9xaxf4rgT/NcvUxXsp4D+IbMDyIr6UKL24Mm+YJGE4cCvAQ8MfhflaHsY0+x/A2TQUGsG9P07/cBvs6NsF1xgItAYFhK9sJDD3cz+pwLwfYVgqGQ9AYsx2SnN8DMBt41tx+ErFewQfy3Q4FOgEqhvfxEuCiw/2sjoTlANvrUqCOud7e/D6er2mv/83lsFfA8ULcjGFLKQXeB7yOfSswPaiBBzAcgcqdi6OsAJ7G8OotNNedHsPdgAUYDg8LgW5V1CcP+MP8WIoxQhLaH+7ndBjbJwf4DqjA8Lo+27Fv4MFqg/0dG1enm4BNZp22Afcd7ud0JCwH2FZDzO/Jufzu2N/UfPf9GOFvI+KuVeV3G1fuLPP4CrP8y4DrcD+rI2E5wPZ633x+Fea7/wyQVNNe/5uLMBujBjWoQQ1qUIMaHEE4Ury4a1CDGtSgBjWogQM1BF2DGtSgBjWowRGIGoKuQQ1qUIMa1OAIRA1B16AGNahBDWrggBCigRAiIoRokWDft0KIZw9FPf6nCFoIMUgIMexw16MG+4c5686FNTNVHfkQQiQLIa4RQqQd7rrUYN8wZ4M7Jy6uugYHCCnldmASxkQyNoQQOcAxwIeHoh6u/Rc58rBjZ0k9KWVDjDjZPF3X8+67946BaWnpfYWA8y+4eO7TTz3/h8ut7hJC7FAVdgohtmVmpu483HX//4ZQ4fpMFHcThJInhVofoeR99MmXHTPS049PSk4KNW/W/M7vvvvujxEjR63QNblT1+VOTWe7lHJLrdx07XDX//8TpkyZktS/Z6cmQg/URwvmCS1Qf9nyFU2bNKx3aigUdiuKeHD29y9/1btrmw3ADmAnQt2JUDYpjYbV5Gk+hNi+o1hRVaWxqor6iiLqC0FeRXlZ/aOOGnjcqlWrGgQCfs/zz780/sKLLlkqJTullDulZIfU5ZY6dTKKDnf9jxQIISTQSkq5zvz9AbBNSnkvBgk/AjzoOORMYKWUctkhqd+RHmZVXFyeBQzRdHrouuypabK7rksrUJ9QKMQ999zGwoXz+OCDz1AVhYsuOodOnTrz7HMvkpychCJACIEQ7BWKWCgECxQh5gO/p6Qk17ysBwmRXfM8CGUAQu0lUXuiuHtIxd0cxQ1CQQqVdz/8lIceeYp333qVAQMGcPV1NzN/wQLG//gT9erWR0qJpoOU0iclizHipRcAU2vXSt94eO/wfwtbtxd3VRXRz+1WemxYv6Z/3bq5rfJy01xC8yG0AHPnzuOMS27mmotO4bYrT+fV977kyVc/4/N/3cnAPmZCKqGCUCLAn1KoVlvNAhaqDQcf2Z3LfxHWrs9vLIQYpCqih+oSPVVFdFVVJU1VBYoi2LNnNxecfzZ5eXm89tqbLF68iIsvvoAbb7qVyy67EgApQeoSYJMu7e9qLjC9Xt2M4OG7u8OHfRG0ECIZI7HLsVLK6eb+WcB/pJQvHpL6HYkEXVpa0Rw4QUqOk1IO1CUuKUHXJZom0XUjiHvP3r1ccfn55GTn8NLLb5CenoEQ4Pf5uOGGq9i9eycf/vtT8urVRVEEQhFYClXFWIkIwQxgXDAY/D4rK2vd4bvr/05oO2fnAMcCx0uhjkYo6QgViQqKG6m4QXETjmjcds8jTJoyja8//5hWrVogFTdlFQHuu/8BfvjhB/7970/o3qOX0ZFISfyrKQQrhBA/CME4RTAnKytNPxz3/N+K9RsLvIoQw4TgeCHEWEUVDVVF4PEozJ83m/79++AVIUSkjE8++4I77n+Kt56/l+OG90LoYdDD/DZtPufd9CwP33wel519rEHQAMKwlknzt5DaToypQH8AJtVI2AeGP1fvFYoiegLHG+1FZyEEqiJQXeZ/VcHlEixduoTzzzuL8847n9tvvxNFUZBSsnnzJs4++0y6devBk089h9frtQgaPfbbKlcEEzHa6sc6dTL2HvIbPkzYjwSNEOIdQJdSXm6aDVYADaWUew5J/Y4Ugi4r93mBM6QurwL6AnZHrUtj3UnQy5ct5ZJLzuHkU87g1lvvQlEUS0pGVQQSyfPPP80nH/+bTz75nG7dutoEbZKzTdZ+v59ff/2VscceM9ftdr8OfJ6UnBI4PE/ivwPaztnDgasxcmC7pLOjFipSuI3/ipvCkgrOuvBqPB4P/37vDbKycgCQips58xfRoUMnJk/5nWuuvpIHH3qUM888pxJBC1MLAqAqIITYIgRvAW9nZKQeko/lvxXrNhS0Aa4WggsUITKtZ6moApcqcLsVZs+axojhQ9CDxdx3/4N8P+4Xvv7gWTq2agh6GKEFEOhIPcLajTs48fLHGH5UV5679wrcHq9xIeFwaZGOsZNQyoCPpVBfUxsOXn4o7/2/DSv/3JMrFHEJcIWiiOZgvftGm8UT9Phx33Lnnbfw7LMvcuKJJ8acS5dQWlrGNVdfTn5+Pu+99zG1a9e29zmhmH2hUIQmBD8CrwkhJuTmpB0ZBPEPoRoEPRBj4JKHMZ1tNynlcYesfoeboMvKffWBG4GLgFrWCM+qlkXQhtQMmiYZN+477rzjZh5+9GmOP/7k6MvlIGhFFQgh+HH899x88w0888xznHraaQkJevz48Rx7zBgUxe5gCjHS4L2YlJyy7VA8h/8GRHbNS8bIBXw1kHhmrziCXrlmEyefeyUnjD2aRx+6F9VlTIgjhQeEwh/TZjJw0BA0XbJyxUrOOusMxhxzLPff/zCqqkZP62gzh8kCoYgQ8A3wfHpayrx/9AH8l2HdhoITpJTXW46T1rtvdfYul9HJu90Ks2ZOpVfPblxw/rmEAj4+e+sJamUmmeQcRMgwUo+AroGiUlJawdk3PEsoHOHzV+8hNzsjKk0DSNN9wDFwk0IFxT1NKu5XUNxfuep0/Z/u/A8Ef67e203q8ibgdKEIL4CiRN/5eIIWSJ5//km+/uo//Pujz+jcubPdD1qwBBtN03jqqcf58ovP+eCDT2jfoXNMOQc5O64nANYJwevAmznZaRX/4O0fNpgE3dmyKQshvgVWOAhaYMyYdzfwBHC7lPKrQ1a/w0XQZeW+bOBO4Dog2dq+L4KOhDWefe4pPvn4Q2648TZcLjd79+4mPz+fQMBPMGgIvUleLympKdSpU4d6deuiaRrPPPMUZ599Dvfedx8uVbXJeePGjSB1mjdvnqiaAeBfwBNJySmF/9CjOOIR2bPYhdQuBu5H6g32WVgoNvn+9NsMLr3uTq645HxatWzBzt172b17D+U+P4FAmIimU1hURNOmTcnOyaVunbpkZGTw5ltvkp6WztvvvE9GRmaV5GxcLtorSV1+C9ydkZG66h96FP8V2LipcJgu5ZNS0su53SJow9xjDGTdLgWXW+GrLz/juWefoVuX9hw3ajB79+xg167dlJSUmN9WEI/bRZLXTVZ6KvVqZ1Gvdja/TF3EtHkr+eHdB2nXqqlxHQzpWVpBIoad2iJopOJGKkmLUdx3u2u1/Zn/x1i9Nr+VrstHgdMAIXVpv9NVEXQgWMFNN17Fzh3bueqqa6nwVbBn9y4KCwsIBgMEAkEUVcHrTSI1NZU6tetSp25dtm7ZwptvvsbTz7zI2LEn2HXYB0Fb39luDGept3Ky08KH4rkcKpgE/TxwO8bkINOA9zAmYwqbZR7AECAzgDwp5SGz1x9ygi4trfBgSMx3CUVkOfdJh97FUm+HIxqLFi7k9z+m8NG/32fnzl2kp6fTunUbGjVuSp06daldqzYpqakkJyWBEITDQfy+CvIL8tmzexebN29i1apVlJaWUrduXS6++GKGDRtGz549mTZtGkOHDN5ftUtmzZr1Vl79Bve1bdv2/5UzRXjPspME2hNAG1sqklWYfoXCuk3bmTBlDp9/+xNzFyzF7XbTrk0rWrZoRl5eHnVq1yIzMxNvUiqqy8PS5Sto1Kgxe/Pz2b1rF1u3bmX16tXs2rUTl8vF+RdcxJAhQxk4cDBpqSkxHYeIExnM90eTkg+Be/+/ee1v31HcRdPlM1JnpK5L9Lhv25KeLe1SSXEh06ZN5peff+THH8chhKBF8ya0bt6YRvVyqFsrk5yMJJI8Kh6XIBQMEgiGKC71sauglG27ClizYQfrNu9El5ITRvbhuBF9GD2wG3VrZyMUl0HS8QSteo1BnEHWfyCUWz3ZzeYfpsd2WLBuQ0FtXZcPS8mlgEuP1zkTS9DBoJ9582Yxa8YffPrphwSDAerUrUfr1q1p3LgJdevUJSc3l5TkZDxeL5qmEQgEKSstZe/ePezatZONGzewatUqwuEQnTp14ZRTz2DY0OG0aNESRVXsaxn/Y7WMJjZIyT25OWmf/3NP5tDCJOg3gFMwZnP7FLgfOFNK+atZphnGDIpvSimvOqT1O5QEXVJS0QNDddxpX9GvmqYzffo0vvjic3755Wdq167D4CHDaNSwESNGjqFhw8a2ZA1xKk8hUFWzI1IEivlfKIJt27bw448/sW3rViZN+o1du3bRtWtXbrrxBgYPHhyjUnVi9+7dbNq8hd69e68ELkxOTv6fV6WG81fVRWqvIfWTAQQWOVeOfFq5egOffv0z34yfRHmFj1FDj6Jbl450aN+ao/r3RXF5Y52ILClbcTN9xkx69+mHUFSkacaQUlJSWsY333zF3r17mTb1d5YsWUy/fv059dTTGTt2LGnplUNyndoXKWURcGNWVtq//6FHdMRgz55St6bL+6TkLk2XxoxDemVHOyEgP38vP/74HeN++IY1a1Zx1FEDqV8/j759+3DGSaPxihBKpAwRLkNoQdD8oIVASzAuNdXXYQ2+nTCH3fnF/DF3JZNnLaN1s/qcPnYgZ584nHp1ahlk7CRoJcm5TUMoz0mh3u/NyPufHwBv3FR4hqbLf0kpa0kZ1RbGk3QoFGDypF8YP/4b5syeTvv2HRkwYDB16tbhxBNPISsrK8ac5+xTnRpIe910rl2wYB6LFy9k5coVTJkyCbfbzdjjTuDUU8+gY8eOQJUEbZ3rRynl5bVy03cc3Cdz6BFvgz7ScEgIuri43IMxKrlDCBETe+18AQoKCvjwww949923yc7O4fTTz2TscSfQsGEj2/4speEkpksIh8MIIfC4XZUIWrEdwojx4Hban7dt28Zbb73F+PHjKS0t5fLLLuPiiy+yHSkA1q5dy/YdOxk82JCypUTDmOLtwZSU5P/JziRcsOYspP4KkBsvNVtEHQz4+Wrcb/zrnc/ZsWsvZ51yDKefOJqunTogFDVWahIKEoVgKIw3OTVGDV7hD7Fo8RL69utvh4FYJG1BCEFJSQm//fYr//nPf5gzZzannnoaV1x5JW3btjOrl9g0AoyXkstzc9L+J6Xp/IKybromP9AlnZ3fhvX8LKKePXsGH3zwFrNmTmXkyDGccsrpDBw0iORkL1OnTmLMqBEo4WJEuBwRKSNYlk+yKxIlZ12rPDiz7MuKGrMtFIowbeEaPhs3g+8mzqF/zw5cd9FJDB/UB6F6Ygna9PI33hP3n1KoFyWlZc85RI/vkGLr9uI6uiZfk1Keojne83iS3rRxPZ988i7jx31Fx05dOf74Uxk2fDTZ2dk2IauK0cepiiAYCpKcnGSTqgX7HXAQdDyklKz8cwXff/cNX3/9BdnZOVx62RWccsppJCUlJSR987hi4MZauemHJGHHP4X/9wRdXFzeGGOu024xF3a0/J49u3nxxRf45JOPOfbYY7n88ivp1Lkr4PDk1pzOYsb6fffchlAUHn30qRgHMaHEEvSiRQvwB/wMGjQIiKr6LKxZs4ZpU6cybvx4Zs6cybBhwzj9tFPJzs6mYaPGtGrVyq6LA0uBE1JSkjcd5Ed22BAqXJ8EvC2kdi4QVWU7SDoQCPLux1/yzCvv07ZVM6677GzGjDgKVTVDq8B2FHMS9Jvvfco33//EL+O/MqVpw8MboTJj1hyaNGlCvbz67Nixk9+nTOHMM89KWEehCHbt2sl7773He+++Q/fuPbj7nnvoEv++2EQNQBFwZm5O2oSD/9QOHwoKy6+XUj4HuKzvI9rhSzRdMmnSrzz/3JME/H4uvvhyTj3tTNLS0kxnI4U5s2fQvXsXslNdiEgZSriEP1cs49yrH+Cj566jY7NaRvtHKo9Fw5rk/e9mcvbY/qSlJsUStlBBceELST4bN42X3/8BIRTuv/UyThg7GhQPUk0y3gXLLm0M2rQZs+c9O3z4iDsP7dP8Z7FjZ8kgTZdfSinrSB0sE4STpFetWsm/XnmaBfPncNrp53LW2ReRl1ffFjycDrCq3ccJzjjjRI455lguueRyu1919uvW6vhx39OuXQeaN4/NXmmZiqTUmTJlEm+99TrLly3lmmtv4KKLLiUlJSWmfNy5vwIurF0r/b/Siez/NUGXlFQcBXwtpayTaL/P5+Oll17grbfe5IwzzuTGG2+mXr166BI2b97Eq/96hXvvfYDUtHRbepYSNLP3XbJkEUIIunbpuk+CfvDB+/H5fTz//PNAZS9uJ3bv3s1zzz3HJ598wqWXXsrtt99OampqpZhcE/nAaSkpyb//7Yd1mBEqXF8fYyDVC0DESc5Sj/DZ1z9y76Mv0KVjW+6/7Sq6dW4PGF6idz70PGefdpyxLY6cESo7du5mweJlHHfMqOh2B0nPmTcfTZNs2rSJ9957j3Hjf8Tl2neiu0AgwAcfvM/zzz1L3779eOSRx2nYsCEQ9WB1QANuy81Je+FgPbPDhcKicg/wGnBJvCpTmhL0woXzue/eO/D5fNxy652MGTPWDkX897/fJSsri2FDh7B5yyYG9OluqLVDJSiRMsIVRXzx/a+cNqIzXhE2pGhpenCDLTFv2VXKabe9x7/uPpNenZpH9ykuUD3Ge6B6ES4vOi7GT5nPQ899AIrKC4/fS79+faJStDD+/zbpd7p270FOTu6nupSXpKX+94c77tpdeoWU8hVdl25dgu7oy3Qp2bVrJ08/+RAzZ/7BJZdey5lnXUhycgpCwPRpU1i2bCHXXHur0beZPgROgp444We6dO1K/fr1E17fekcuvug8evXqw5VXXhOz3+nLYfWJf/65kqefepx58+Zyzz33c+ZZ59jx1fHnBZYAJ9Sulb754DyxGlj4xwi6rNx3qdTlq1Liib+GLuHXX3/mjttvpUePnjz08KM0bNjI3i8lrFu3lpdeep6HHnqM9PSsSuTsxP5s0EIAArODihI0JCZpMNTf99xzL7NmzeTZZ5/luOOOT+h0A0SA61NSkl//i4/qsCNUuL43BjnnObdbJP3nmvVcc/N9lFf4ePGJe+nfu0vM8ZFIhBvvepxzzziRvr26xZIzxIbfQJw92m2XLSouZdHiJYTCEXr27EVWdvY+6201R0V5BS+99CJvvvkG11xzLdddfxOq6nKUk06NzQdCcEVOdlqous/nSEJJSUUdKeU3umQAGO++U1tQXFzEgw/cx8SJv3L33fdz+uln2eGDlpnnjdf/BUCnzh0YPWKYITmHSuz/hMshVAZhH0R8EPaDHqkcOqW40KQwQucUFYTL+K96oiStes3fhsQshYvPx03lzodfYsjAfjz9xEPk1q6LFB5WrVmP25tMs2bNLelyPnBielrK9kP6kA8S9uaXuaQuX9YlV8VrNqRufDfvvvsGb7z+IqefcR5XXnUjKSmxvhW//fYTy5Yu4tbb7q3kge/s8xSH02QVdmM0TUMgKqnCExG0sS5YuHABd915KwDPPf8yHTp0rEpY2QucWrtW+tS/8Kj+ZyCEUDA83jOA+VLKD83tHYG7zGJPSCmrlQ/gHyHo8grfvVLyiGVPhKhapLikhHvuvpMZM6bz4kv/YtAg27ZrwyrrVNvF29YgqibfP0HbMbP2C6hUxcxxmDZtGldffRV9+vThqaefIbsK0lCEeCQlJfn+aj+kIwShwvUjge+B5PhEE7qu8/Ib7/P0C69z/x3Xc/mFZ6LGB1s6YRGzuV6JmO1zO2yZijvWccy0V8+dv4CSklK6detObm5upcERxNrWpKl1ufHGGygqKuK1196kVes2sdWLak4mKIITs7LS/quyW/l8/saaLifpmmwJlQYeTJr0G9dffy2jRh3Nffc/SEZGZszxQoBAMmfOLJKSvPTt1RWh+fZLzlu37aKwqIgkt3GtkoogquqiRYMcsrIyTVK2iNix7vzvSjYdxJKQrhTKfBoPPv0qX377I6+8+BzHjj2OSVOmMnTYCFv1CyB1uQUYlpGRuv7QPOWDg4LCco+U8kspOV7qlfuxjRvWc/NNV+NyuXns8edp0rQFVfXFMdpBYai448MNrXJW3xePmP41TsiJj4aIP17XdT755CMee/RBrrjiGq697sZK2i3znEHgtDp1Msbt5/EccTj66KNlfn5+tcouWLBgBUYIroW3pJRvAQghTgJOBAownOkmmdvfBm4DJPC0lPKK6lzroBO0z+d/WJfyvvjOU0rJ8uXLueCCcznqqIE8/MjjpKenJyRmp6rOsjlbo05wCGb7IWgjbjCWoI3jDuyeKioquOeee5j020T+/dHHdOvWrVIZk/CfSklJ/q+xnYUK148BvgW8MeQMFBQWceEVN1NWVsa7rz1Di2ZNomrvOCQkZet88SFZVYVqWfm6FTeW6tsiar8/wMCBgxBC2ESd6P2y3pcPPniPJ594hEceeYLTTj/TvoT1Hpjvy++KKo5NT0vxHcAjO2xYNG9Wy7Cu/NGxU+f6xrdgPAChCCKRCI89+giff/4Z//rX6wwbNqyS93ZZWRmLlywiHArRv18fMlNcCM2HCBt2ZxEuiyVnc1m4YiO5qdCklhcZCSF1DalrCEVlV0mYYp+GhovmDWuRmpFlkLE7OUrO7hRDze1OQSpeg6BVL1JNRapeps1awCVX38LYY4/hmGOOZcjQ4VHbbHSAvwMYkpmZuvbQP/kDR2FRuVdKvpVSjoFof2Y5ho0b9x1333UL11x7MxdeeDlCKDH2aCei72xsiFz8ODmRNF2VJA2JHcbiiToeW7du4frrjCijN954jzp1Elouw0IRZ9aulf7NPk92hKFnz55y/vzqRfoJIRZIKXtWse9OoEhK+aYQ4isp5anm9i+klKeb659KKc+u1rUOJkH/+eefjzZt2vQey7bi/Mi++upL7rjjVh5/4mlOPfX0hMRsrEdfZmu0qWvSLieE+NsE/VfxzTdfc8vNN/P4E09w1llnV5LGly9fhiJ4oWev3jf/rQsdAoSKNg7HyJWcFL9v+cpVnHz25Zx8/Bgeue9W3G73PmOfK2WLsnZJrbKjGYDUK9m4AdMWWclpiLKKAJOn/M5RRw0kMyvLKCtjPbe1OG3NypUruOjCcxk2fASPPvokLpfLSc5mR8dvSxYvOn7AgAFHtCQdKtrYQKpJU9dv2tl87YbNdO7Slbp16xEMhZg9ayZ33XU3ILnzzrvIzDSkZiGEaRaSCAFpqal07dIJtwpCDyAiPjucSomUI4OlJjn7IeJDD1Ywa/E6ujVNJ1kNo0dCaJEQeiSING3RisuD6vIiVDfLtpSjKV56dGhqSMvulOhi/VaTka6UGIKWahKFReVceNnV7Ny1m/HjfyQnN9e00xr3bw6+tgGDcrLTNh6WRqgmiovL3brka+C4GC9tXRLRdB577EHG/fAtr73xAZ07d7XvM37gacFJzvF9n9VvJuoHLV8c6xzx501E0PEQiqhUTtM0nn76cb744jPef/9junbtXukYICwEJ9XKTf9x/0/syMBBJOhzgZCU8gshxH+klGeY298GbsWQoJ855BJ0wO+7ZO7cee9kZWfTqlUr+6XTdcmLL7zA22+/yWeffUn7DkacXbzqO2oniYZSWVJzvFp7fwStOEaazk7ZItRERF2dFxYM54nTTz+VCy+8mFtvu9W8nmDVqj+JhEN07tQRpHZ1UmrmEWuTDhWu74xQZgKp8fumTJ3JeZfewHNPPMAZp4zd94mczmBAvIrcJuh4yTt+n1M1YubvjnceQqj8/OtE+vbtR3pGRqWQLMspzPk+lZaWcMnF55OcnMzb77xvJzoxyZnZs2bSqEHeD23adTjhrz7LfxqR3QvSpZI0U7pSOhpez26WrVxDfmExhUVFPPzwI4wYPpynnngkcRy/PRjS7AkvRMRnqLbDZRAqjVFpy5CPNes3U1ZaSs+WWeghP3okRCTkQw+H0CMhdIcUrbo8KG4PqieFkO5mydYK+nVpiZKUYZCyJx286eBKAXeaQcqulBiCRrjZXVDKfQ88xMyZM/nq629p1rRZpbYF1gJ9cnPSig5pIxwASkoq3pdSXhj/Pvr9Aa695gp2797FO+9+QmZWNvHx6vEk7RQArL5tXxCKo/9TopJ2FQl9KkGXVJLMq+oWf/ppHLffdiMvvfQ6I0eOMq8fo6EMCCEG5eak/VfkjDiIBJ0CvAL4gFVAXynleaYN+naz2NOH1AYd8JUfBUxCKJ558+aTlZ1NixYtkVJy3/338esvv/Dll9/aXoZOD9t471OnSts5irbJ1SRo58t6oASdCNZ1IpEI999/L2eddQ6dOnWKfVjm8bv37OLUU05m4KBBPPXkU+zatZOtW7fQt3cvi3DCQmqjvOm1fv+bj/agI1S4vjYwD2gSr9Ye/8skrrrhTj55/zUGDei77xPFO4LhJAetaoK24qmlBno4+tuMr5aoMVK0U5qWwsUP43/imGPHAgJdk7z99lvk5ORywokn2++SXUVhxMrfdNO1bN60iS+//IbMLGPGszmzZ9GoYX2a1K8NMny/NyPvkQN+mP8w9K2ThVTc30lXyvFSSTLIzHwe6zdu4+jjTuaaq67gxmuvBGI1EjEaCj0cJWc9gNACCaXmnTt3s3N3Pq3rJZHqiqCF/GiRoCE9B/1oporbKUULRUX1pODyJKN6k3F5Upi7oYLenZvjSs6EpCyDpD3p/Dp7HYv+3MLtN16OVJJMojYIevaCpXTs1IWPP/6Ep556km+//YE2bdomGnhNBMbUrnXkzRVeVu67Weryuai/jLG9oqKC8847i6zMTF56+U08Hm/UJOPw6AYSOqLuz6ZswSllW2lBnX1iPPYlk2zduoXXX3+ZO++8j/T0jATXEixYMI+LLjybRx99khNPPCVGrW72tzsUQc+srCM/B8HBIuiDjX3HsVQDAV95Y+BrwIPU6dWzO7PnzsPtdvP22+/w28SJ/PjTL+Rk5yS0scD+yfmvwDhWgpkZWDHXqy5vXEzTNCoqyvH7fZUkdymNj6BevTzG//gTJxx/HHfccTtDBg9m7LFjbGlQSM2NDH8ZKtnWy5PZcNNfv4uDi1DhejfwFdAEMDpvk2Atcv7u83fp0b2yjR2wyzrDpOzfVpEq7NQxp3FKzZjkbB5nELVqVA2irWaOAwYNPIqFC+bTvYeRZrq8ohyvNykhOQN4PB5ee/UNbr75Bk4//RS++fZb1q5ZTf16dSxyRujhh0KF65d5clp8t9/KH0ro4UcEHE/EB6puPDPFzfrNOxhz4vnceet1XHrhOaD5YjQRzoGRkOFYgtYCEC5HhsogWAYRH/l789m2q4B6GQrdG3vRQj5CPp8hLYdDREwpWo8EkZpmS9CWFK2HQ2ghH65IOno4RM+m6cxbuoHenZujCtO7W/VSXl5OeYXPYfaIvgMBf4CUlBQuufRSUlJSOemk4/n6mx9o3bptvG/KSOBZ4KZD3Br7hM/nHyUET6MIhDT6G93YzvnnnUXt2rV55eU3jIx5jndVKIBuvOlSJnZedb7XiVThTmdBISSKLlCU6HZVAekgTudxVSEQCFJeXk44rCX8rqSU9OjRi8//8y1nnXkyiqJwwokn29cwBaP6QohvS0srBmdkpB7RSZ1WLlhPN9dJh7salfC3JOiAr9wNzEZqhiHC0VFfd8ONTJs2nYkTfyM7JyehStI5Q1W8M1h82juniqc6ErRwjB4tKdo4j7GSKPTL2B57Tef57XqY5y4pLmbQoIGcc/ZZ3H3nbQ6pMWx1kkuRWm9PdrMj4uUMFa5/GWNykiiEwozZ8zjj/Kv57vN36Nmje8w+J2Lil/el1k4kQTsJOW67k6DtQYM1I5bl+Wupu9UkpvwxnQEDBhoTqGiVO6y4Ubwx/ajUuf6Ga9mwfj3PPPUk3bp0MKRJW7IMlyO1nu7aHVb/jUd80KBvHHcS8I1QXEhhpMdEcbO7oIyBYy/mpqsv5IqLzzGeVYJn6bgvQ1MR8RsZwSJ+m5hLi4tYtnY7jXPcNMpWTYnZIFs9HDLX/eiRIJqp3pYOcrZgSNHJuLzJuJLScSel4UpOZ/6mAP17djCk6ORcSK4FngykKwVdTUW6DAcyqSTx+/S5DBw8FMsB7tNPP+Gxxx7l559/o15eXoyWDUBKeV5evcyPD0vjxOGnH39sd9TAgTNdLneWLqPCRSQS4YILzjMGia+/gyKUhFEp8Wa8RF1yjGd7zHq0jNHfOfu8aFiW3S/uR03urEcilXd8ClAhBH+uXM7pZ5zI66+/zdChwytpLYUi3ktPS7mkek/z8CBVyZEdvKOqVXZe4D+HTIJW9l9kn7jPJmcwOwmNL7/6ml9++ZVbbrmFpCSvraYpKioiFDLCT2O9cGPJubIno2O9iho74wwr7zNetmimJWn/1iVoulnGckzTY9VO1vmdsF7+p59+ig///RGffvpZ1NYXJaDOwEPVfpr/IEJFG4cB18ZvX71mHWdecDXvv/E8Pbt3sbcHAgGKi0sAg5htghSeKFGbtuEqw6mqATvHN8SQuE3qlorWJPBAIIDL5TIdw8xQPK1ym8eaN8DlVnnm6acJBgK8+eYboAfjSSxNyPD7kT2L/+438behr/+uNrr2JrqGjBhTPYqID39ZISecez1nnTSSK88/HqFVICJlEC4lf9fmaLKRUAlKqAgRKADfLqjYCeU7oHwHwYItrF31J8uX/8mOrVsZ0CKJ+qkhQr4SQr5iwhXFhCpKCPlKCPuKCfvLCPvLiQSiSzjgIxQIEAkFiYSCaCG/sd1fbhzvKyHiL6NNvSSWr9pkZCHTQpUGalVBSjjzzLO5+OJLOfPMUygtLY0nZ6Tkle07ivc9s9ohQKCiRBw1oN+rv/7yS5bt0GUO4O+55y5Ky0p59bW3YvwD9u7dE6udsx1ZY9lQl0a2Mc3RLxmLIdREwjpaJLpEwjqRiETTzMV0TNMi0tgfMX+b/j37WiIR47vS9GhfCbE+HhY6dOjIe+9+xFVXXsqKFVHTqkOYubi8wrcfh5bDCyEUPJ6Uai2HEn+5Mwr4yrsRDby2sWz5cm6++Ra++epLzj37TCb99htS6ihCcN111/Dss08BUc9Cy1ajS5g3bzarVq2091uL8bv6Hth6nLQO0RcqFI5w+x23sWD+/BhStl/giG4u0pbwncK8086yYMECjjl6NN99/QV33HUvixYvMjp7p9Qo9VvNRCCHDaGijWnAu/HeImVl5Zx23lU8ePctjBw2MOaYh554getuubtKqXnzlm1MmDBx/xffl8o7kYe3BfNar779MR9//q1RzEwL2qNHLyKa2WZmJ6IlIGmwbHKGI9+M6dP5afx3LFq8mLfefjdW9WtInv2Q2pHggf8qUNsa8MqwDxn2cc1dz9OqaR4P3XQOSrjMyJsdLueH8b9w9BnXUV64ExEsAv9eZMVug5QrdlO6cwOPvfolM2fOZeum9TRJD9C+jqRlrk6wvIBgWQGhsgKbmCOBskrEHA74CAbDBIIawaBOOCwJBnVCYWOJhIJMWFrEU+O2o4V8REJ+0jwRpBYyyFnXjGQnYEv6TlOHkaUqlryvu/4munfvyY03XOv4ju3vOgt469A1SZW40uNWh/bp3Yu5c40U4kLAp59+zOTJv/HRvz/B4/HYfUZhYSFnnnEikydVzjpr3eMvv4wzSZz9knKVixYl6ohmfCdOst68cRO333YDhQWFBhGbxxnrjsGAJm07uVPIiUfffv159NEnueD8syktKarUXytCvOnz+bMO7qM/eFAUBY8nuVrLIa3XXznIVG1/gNRibNilpaWcdc75PPPMk3Tq2A4hBEcfPZqff/oJIeCWW2/l4ksujVGTWBKOIuDLLz7l22/+s39vxQMga4ukox+2uZ3oC2iNNq2XMmKq3C2P8qpgqXHatW3NS88/wVnnXUpRUVG8PVAVUvsgXLDGW+1KH2wI9WmgqbGuGA5eCK6++V769+nBJRecWemQqy67kFuuTzCzmqnC+Orrb3j73XeNbdWwO9uH76usWbfY38YLIhU3RSXleJOSURQVLaITjuh256MnIGnFMcjbuHEDLZs3ISM1ic8+fJ1Hn3yBefPmO8nZGlA9Etk1rw2HCfq6r09DaqfZz1SPgB7h7c9+YuHytbz5yOUIzQeRCkS4FBEuZVTf1jx9+zmkqz7w50PFHsIlO1i5fDkrli5lwu9z+HrSUvJSQzTNCCGDxTYxB8sK46RnQ4IO+8zFJGaDlHWblIMh4384LAmbJK1HwuhamEjQslmHUNEM1bqM2Bq26GI5EGp0aN+WJUuWxAzKFUXw+BNPs3XrZt5887XKz0pyzNbtxRccutaJRaC8qClSfxqgTu0cfOXlhEJBVixfzn333cvHH39KZmZmTPRIdnY2993/KP0HDLLP4/TkDocjvP32q0ybNiWGmJ3kGw5psb/DGuGwsS0S0giHtOj/OKk6bH03pvBh/9aMfi/6TcV+W/FEnUhjecqppzNq1NFcddUVgIyPxa4PvHRIGuYvQeByeau1HNJa/RUbdMBXfivwTHzHfNU116EIhVf/5WgHoZJfUMjsOXMZNWo0iqoaI0Mtlgh1XeIPBFEUBaUKlWmi8KqY/SLWizBRiIET8fm9LXuQdS2XquBSjUkFrHhqK0Rn44b1eD0uGjesb0hhaNxw8+2Ul5Xz3mtPG+eIfT73uHNbP76Px/qPIFS8pScwFxDO9vrsy+94+oU3mDnpO5KTzVDoBHblWFuzGs36JSXBUISkpKTKDkpOG7Ruzu+ewIHJtplCLMkLc+INy5Nb9aKrqfw6aSqDBw8noklCIYMwLF8F1SVwuxR7MgFrph8rb/Gk3yYwctgg2+787Xffc+8jz7Fg0mekJLkcdQfgNzWv78i///QPDPq6r1OBdeiRevZGqbF2w3YGnP0w0z65jzYtGsYdZJKdqUaO+IqZt2w9LkL0aJKCjATQIiEqysvwqjjimUNIPWLbmnXbQzuEFonYA1Xj24z6iVi2U4jOFKcoArdb4HYreNwKrqQ0vOk5eNNy2VKeROtWzVEz8iC1LiK1LrqaYnpwp9iZxaSSxMTJUxk+YpTtJGrFtm/evIlRI4fw1VfjadO2XYwfC1AING/UIKvk0LRSFMGy/O+kUE8AQChENMmkyVO49777ue766znzjLMdfQsxfV28Sc/Q1Bn/AwE/Hk+ScWzEeMelZXrTzUk2zJuP99Wx55A2tUb2vATmdue6s3yic1n7FQX7e7K8xONTjVq5JyKRMGOOHsGFF17ExZdcYtvCHRiSkpL8x8F4/gcTWd48OTCvemby8ZsfO3Jt0AFfeSYJVNu//DqB3/+YypOPPxy1HQJIjVq5OYwaOYLfJk5gy+ZNRqOpApfVkZr/k5O8eNwugwQVKi1QHSeH6Lqt6q5qkdF4a2uEqJt2G6uDsIjb+e4qQrBt2zYaN2rkuE+dJx68i1lzF/D9jxMTSYq3hwvW5BzY0z4IEMqT0QBFw168Y1c+t93zGO+9/qxBzlXYkaVQEdKpioyuCyRJXncMsSaUjvdjn47OgKXai0XOtrQvVGOqSm8SusSQCPRoW1mqu3BETxg6UlZWSmZmRvRe9DAnjx1Jr24dueexlxPVfYS2c/aIfVb8n8GNQAw5a5rORXe/xX1XHU+bxjnRLF9B0ws7VAaBIggWs2HdWv5cvZa+TV10y5OEyvfiL9qJv2gnsmIP/uKdBEr2mJKzIT0HywsJ+0oI+coI+irw+0MEgzr+gO5QZWuG1ByMSsxhU3q2BtmRiKEajUR02/tbi4Sok6GyetMeW8Ut9UjMOyVMhzYhNerVrcuOHdttKdrSgDRu3IR7732I666/gnDYGPA5QodyiMaXHjIEy/L7Ayc4w9lcquCTTz6lWbNmnHP2OVFS3EeIk0XUTg2e251kSLtxkrKmmUsClXbELGsdEwkZUnXElK5DwQiRkEYoEIlZAr6wvR6/35bCI468FKYQU5Wq2+Px8Prrb/Lwww+yadMm815jyj15kJrgoEII5YiUoP+KivsOjI/C7nz9fj833nwrr77yEunp6dGSDpL2uATHjBlNaUkxq/5caZO0ao3O7DmcnXlmY9/seM/tfcHO5y2rXmznMU3GfCjWqNcavSYK+Yq9vtHhpKam8NYrT3HznQ9RUVEpg2QmcPe+a31wESzdOVIKdTgQM9K5495HueSCs+jWtUssgTpGQpbkbP2PSr5hhAzZHWvMYAyABCQdD8d0lBAlaYnDc9sRB41QWLhkOd269Yj1GdAsvwGHfU3TK3m2Llm8iB7duhAv2b/42G18+f0EFi1ZWamKUqhPRnYvqL4t5W9CX/9dLkKNEo3Z8b/75WQEcM3pR5lzM4fsuGWDnIspL9zDgiWrSBE+OtQVBMv2EijZg79ol/l/J4GSvQRK9hIsLyRkknKgvJSAP4DfH8If0GxSDoZ0gkHN/m/Zmy1i1iwydtgrLQlQl1EpXeoaqW7d+Ba0YLT+5jsjcGpTwnTq0IYlixeDtNSj0b7gnHPPIzcnlw8+eCfGW1kxiPzGrduL8xI/2X8K2pPWu26R9KpVq5n422/cf9+9lbydE0HqlgnO1AgkUGfvi5jDYWMAF4n7n0jdHQkZJB0KRgj6w/Z6KBgh4PgdMUndInbr2Eokbau6rXuJfnTt2rXnmmuu447bb7O3WQ5vupR9yyt8Jx7ctvj7EELgTUqq1lKNc6UKIeYLIcY6tg0VQnwohPhECJF42rEEOCCCDvjK84Ab4rc//8JLdO/WjWFDh1Q+yOrATW/crp07gK6xbKlhbzJUJ7EkbasnhVOVsn9yjomXdIYzVPLOji7Wcc4J1G0SsCQDPbY8mIMFGevogtQY2K8nR/XvzZMvvlm5fkK9JlS4vmGlHf8AgqU7BfCEeV17mTZjNrPnLuCOW65PqKKwylWuvG5LOhZRWwMTWyJylK02bCnZJGM7g5gVaqUCKoFAkKSk5BjNhq4TlSBMkrbsbVJGO0dd141JPuJCvnKy0njojiu5/p5nE0kDPYDTqn8jfxOKeieQYc2jDFBUVMoDr3zNK/echSKkIYVqwegMU6EyNmzayvYdO+ne2ENtb4CQr5hgWaFNzP7iXVSUFFFeUk5FmZ+KMj++ihB+v0HIfr9GwCLmOFIOh3VKKzTW7Y2wbm+EVXs0Fm6P2PZKW81qqm8tKVrXpW2DlrpGqlcxyTkImuGV7rRFC9NZT8gQw4YcxU8/jq+cbEhReOLJZ3j5pWcpyN8bo14FUoBDNlFNsHTnMUjd9Ko0E+xIyS233cHdd91JYWEhUDU5O/sf3fpvhpbGSMQm2Ub+iiTtIG1LgnYuCUnaIT3bdmwH2ceQtE6lftR5f9deez2rV6/m119/TRQ29lh5he+vh378AxCqgifNU62lGrgD+CJu25XARRh9crVDzg5MghbK9Rgfg409e/by6utv8MTjlRMxOTtvp1qrY4e2eN0uli1d4rAXGiTtckXnOrUkaousraU6sIi2MhlXLudcj5J7HMlrsWruKm33QuHxB27nrfc/Y+euPUbZKOklIZQbq3cHfxNCGYlQesTYk6Xk7gee4JGH7iY5NS2GuGOIOd6u4EQVRF2N+hiHx0jsUbV2JanZQdRScdtaDaeDimWTk7a2w7Lz6Xb7KEIgIFZVLzXb9n3RWccTCAT5/peoWcwxj/UhmfhE3/JbJornKuHy2nMtI1SeefdHjh/aja6tzWgiGTGILhIk7C9j3rL1ZHl12tR1o/lLCQfKCJYVEq4oJlheiL+igrLyCOXlEcoqjKXCFzGlZS2GkKOSs05hmcaq3RHmbw6zpVgnN0nSIF3QJAPa1RIs2xVtb8se6pSiDfI2Mo7p4RAeRcfvqzClf58ROmaTctgevAs9TIrXxfChAxn3w/foWsT2IVAVaNOmDaeeegYvvfRspX5ASnnxps2FtQ9Fewmp3RWfbGfSpEls27adK6+4HCNBSOJj4+OdrcVJzjYJx0nLloRsbZPxxyRQd4dDGkFfuJJqOxSIVNpuSdLhOAk67JSmHR7eUVV37P0AeL1eHn30cR64/z50XY+5V6C9lBz3jzTOX4QiwJPsqtYC1DIlZGu53DqPEGIksBLYE3cJIY0whc1AtYW0ahN0wO/zAJfEd9rPv/gyp592Gk0aNwZg/foNnHr62WzauMEsocUsQoYQepj2bVuS5HEnJGlFNaTp6KTk0dyyziUR7Exkcepsa1918PNP33LFZWejaVpUDW69YKaTRsLrm+TToH49zjvrZJ566e0EpKdeFCresn89yd/H1dF6Gdf+ZcJkKnw+TjvlJHvbxVdcz1ffjts3KVtweuDaHWzUPl0tosZJgCb5WjmZY1J7RsO7gqEIbo8xcnU68gFs376Viy46mdWrVtije9unwGx4o60Sx+AqisIDt1/Jg8++iyZFXPpSuoX3rthPztODAKFcgFBTJQpCcYFQ2VNUwdtf/s69V5r9mK7x+DsTeOyd39BCAeat2Ey3phlke8NmGFQZoQojRCrkK8FX4cfn0ygsCTN7fZAlW8P8uSPMxj1hyisMkg6ajnahsGRbUYSl2w1JucQvqZ8qaZsraJgGQppOYhKQkOKJi9fVY6VoS4LWTDt0/WwXm7cXQNjHObe9yZsfj0PohjSNMxZdCyL0AGnJKmOPGcWk3yaya+d2VJewp4698aZb+PrrL9ixIzpFtOFrgkdKLv2nmypUvKUTUj8KomYfKSM88thT3HvPHbjdboQQfPvtt1x26SWxhOzQONhKN0socA42NT1K2HHSciW7tGmGs8uZS3FREYsXz2PevBn2Mn/+zNjfC2fZ6wsWzGbH9q0EA1HSfvvt53nplUcrSfC6TiWtorOPtQbRY8YcQ1JSMt9+EzuxlXnI1RxBEKqCN81TrQXIl1L2dCzOcL8hQF/gbOAyIezORDfXGwPbqluvA0n1eRpgjFDN7EWFhYV8+O+PmD93pl2oVq1adO7ckdwchz9UfMcojI++XZsWLF+5hhXLlyGEQtu27RGO0ZgOKLqhqzRegFgpOBQKsX79Wtq16wBUTcTCPL4q6duyZRnp8CSdOnentLTETi4QqxY3TvLmW28RDPgYNWxQghMq3HrDlXTuM5K7br2WOrVrmdtVgByEcibwQeLa/H0Ey3Y3Akz7R1RiferZl7n7jltRFLe9rUvnzrRt05bYXNoWNLOtY9XXy1eupm3rFrjcBmkKrJYhMcELFaTGoqUr6dyxnZHZy6rDvibcML3G161fR8sWLSv7ASiC2nXqMHjwSBo0aBxNeqM7B2eScePH8eeKxVx1yTnR20C1pZxjRx7FI8+9zY8Tp3Pc0UPsehl5wdWrgdkJHs5Bg1TcVxmaCfPdVlRe/vBHTj+mL43ycg0PbaBD89rISJg/N+2hR4tsXBhpOMMBK2bZIOmgr4JgUGf1zjBbCsM0zxQkqcbDC2iwfIdOSIesZAESIjqkegQtsoU9AN1cqJOZBCkuy/s31uPXgq4DigQzxFlRhGlHjdhqbqEFyC/0Q9jHyN5N6dOtKTLsQ+AcEBrv2OSpsxj/6xSeeeoxjhk9jBmz5yGEoF6eYbarV7cOZ599Hq+99goPPfxEzLep6fKKNevyn2rdstYB2FgOtLG0q433OZomd8of0ykrL+eUk04EqSGlpHXr1nTq3BnnrGIxp7HV29FY5+LiIoqLiqlXr6FNzlHtkFNTET2Xrkt2797O6rXLyEjLssNH01IzaNqoDS5XtVSySKmza/c2Nm2ajsvlolOnXnTq2JtQOEA47MwaZwlNCrvz9/Dcs49y62130qhRY6ObV0S07xZw551389BD93PSSSejqDF9w4iycl+r9LSUI2IKUaEIPGnu/RfcD6SU9wAIIS4E8oEPgfMwYvbfAdwYKvBq4UBU3JWCYt//4EOOGTOGBg0a2dsyMzO4/967ychIjykrpIavvIzjTj6LiRMnY9kvO3Zoy6+//My5555Dha/cVmlZUrOiCiQSgYxz7Yfx47/j+uuvIBAIxGYZMk3eTzz+EG+88XKVN2RL42a4rSWxN2nSlLPPuSjGGSUeHreHJK/p0eecOMIkmrp1anPScUfz7oefx3pJG2X/4dGjejmoqpN05y9YxI5duzjhhBNiVNrXX3ctHTp2sss5VdC33nE/zzz/SsyZ9+YXcO6lNzBx0h8xNl3LBi11DV139I9mJ7Z9514uuvIWpkydGc1A5lBrv/PBJ1x7050YdTYW65kWFBSQW6tW1DHI1q5ASmoKl1x6DRmZGbZjUfwYwePxxDp3xNnYhaJywxXn8Mo7/4n1JDdOdHqocH2tA22B6iKya95QhNrWoWEhENJ45z+/ccMFx5jPyajvCYM7cMLAVoRDAbyqFRIVRAv6ef2XjdzwwToigXL8AZ0Ne8Ious43yyN8uiSCLwS+EKBDg1RolQV1k6FuiqRROuR4raQWhhT89sIIX6/UogMdR5PuKtO55ecAeyss0oiquiMOU4Nupg3Vgn56NU9hxqK1XDi6Pe0aphkObhG/MbNWxIfQAgitgmQ3JHlUhClND+jbi2VLl8aE6lx2+ZV8+eVnlJWV2tKo6QXdRNPksf9UW4UK16cj9XPjIxdeff0trr36ChQl+uJ16NCB66+/wdbAWZASFi6cx7nnnMTevaYJzCTf9979Fy++9KitvnaSs6HmjqBpOvn5e5i/YCYLF85i4cJZvPfBC0yd9jMd2/eiU/vedGrfm6aN2iBQCQYCPPb0jcyaPZlwKFLlomuSOrUa0Kl9H1q16MSMmb/Rrk1XenUfFKtyN/9LCYrqwuv1IoRq32c0M6Txe/jwEYRCIaZPnxbjSIYxrk+QaOHwQCgCT7K7Wkt1IKX8QEo5Xkp5nvl7spTyYinleVLKHdWtV7Uk6OnTp7cpLi4eUCs3hy5dutgS6Vtvv8Onn3xk3qEhJVnStRWi40RykocRQwfSoV1LcwQKSJWbbriWzKwsvGbGHYssNV0CgjvvuIXs7Gzuuvt+FF2iY4xKTzjhZLp07kZycnJMKJSVnrhjx85km5K8Mzfsq/96kc1bNvH00y+aeZqxR7qKHjvPqhXzF6NuF4LzL7iAowYehZSR2Pt0sMO1V17Ccaedz+03X4vqMhrWJMBewbLdrbzpdf+p0eM5jmsB8Mbb73PF5ZfZ9dB02L1nD/Xz8oxRv+Ngq+0G9O9L3bomN5lEXCc3i4/feo52rZsj4o4TwMuvvcucuQv45MM3Y96BBvXr8en7r9G2TUuzcOxsWN27dkMkcE77/fc/uPOe+xg3/ifS0zJxuQRSClOToQC6rdUQAiNuXXGYSIRg1IjhDBnYD/SAo7JKjCPZqceP5s6HX2LF6k20b9MiOtgSihc4Bajs9XcwoLjPlUJB6GHjeehh/vPjTHp2bk3rls0MhzDpskl65pLN9G+TgwyVEwn50YJ+IiE/PRupJOsKgaDG3pIIPr9OjldyXmcXHgEBMxxdEeBSwKXDxiKNtxZp3H2Ui9qpxoPQdUOivrSbi1S3sW4JzpGIxOUStMkRNMtW2FqskZ2kokgAQUlI565fg1zWN4nBrTy4Qn7C/nIUlxfF5aFZTgrrN2yiRYsWIMyuRwsi3CmgJ4PqZUD3lvTv1RGp+ZFGrkhat2zG5s2baNioCeiSBg0aMnDgYL768j+ce/4lDgdQ0CL6OcC4f6KphNROkEJNc2oEN23Zzuw58/no/TeN78HytXDYY63fluq3adPmHHXUUDIzs2Mk6AsuvJoSM72uNVWvJTmHwyHuuPtiOnXsRe9eQ+jSqY9xXl3SvGkbAkG/XdZoR1PqloJWLTpSr24TIpHY/vjt95+gdu08Thx7oa0dURSJy+Whd4/BzJ07lX79hhlakYiOqiox/zMzs3nw4WdwqYpNyggR810JIbjiiqt46603GTiwkrbxrPIK3y1pqSnVsz3+g1BUgfcgSNAHG9Ui6B49eowGyM/PZ9LkKQiMFsjMzKBHj57V9tpVFIUbr7nM6BzNbUJquN1uLrvkYiZM/I1Ro8cgFUCXNkkfd9wJZGREpzxTBOgI3G43rVq3tgnWmEHGIFihwHHHnxQXtmX8P2rgYJpvb46qWKpzgWKqr6Ui0WU0flEI0z7uSIJhPhMmTPyN0SOHgVTB0BYahGR+pB07tievXl2mTJvFiKGD4tW4xwPPVevBHQCCZfmdpFCb2RuEQkVFBeN+/JFHH30UhMqatetYu249eXn1WbnyT0YMH5awDU864TjDCcwMp7Jsbp3at67y+mNGD6dRw7gUyeaIqX271tHfMVDp3q0L3bt1qXS+9u3bM2rUKAJ+P5kZWbgAKY3jhTCccTQ96hCmuhRUVTEiAlSBpkVQ3Q41X5yd3epE3R6Vs04dy6df/8ij99wYq3oXyvH8AwQdKlyvCDVlLHrYHuAKofDRN5O46tyxCJcXKTXDe9t8d9KSVYRuTWRhpNTUQj7a15E0T1EoLY+wuSBC/WSJLyjJ9gpCGoQcfbNHNciiXppgWFOFTK/DjmwuOckmYcvopAkuxSDpdK/gih4uwhKW79ZolauQ7FHwqjCoqUqzLIxkMmEdJeQn7C9DcXnISfewqbicvbt3ULsuhtObywy/codQ3ClIxWu8i0rYbqsWzZvy+7RZNGrcxL6HM848j+eefZJzzr3EVhWbNtKj583d6u7Vu1H4YLcXUj/ekuOt/uvzL77h1JOPI8VK9iP1GI1b7MQWxkpWZg5XXHm9HXVgHCZJT8skJSkdLVL5W3S53IwaeTJeTzKtWnSIkUZTUjJIScmoRM6Wc9ZxY85D13R0TTf3G+U6tutFTk5dImHN1FYaA15dFyiKSp3aDdi7dxf16tVH6NEEKU6nQNvBTY+aElXzXq3ncMopp/HQQw9QVFRETm7U9CkE9YDewJy/1iAHD0IReFOqZw44lKiWiltKjgfDvjx8+HAGDR7C88+/wIknnGgUsLOIJLYj7v8COoqQNGncmK1btxhE6gjyHzJ0KN2694jZDpVVz/Ex1M79zrjJ7t26c9zxJyJMr3FjUXC7Fdyu6KKamcQMz3JjlGWp2tLS0mnVug1Ll620Q4GsDt0puZ552kl8+sV3iWysx+//wRw4pFCPt69jXmvcj7/Qt09fCgoLmTDxN1xuD6OPHkOnzl1o2aoNa9auS2w7thOTxIWTORCvJWnVsgUnnZBAy7gfJ7RKnuQm6tSpzX333svmzZtsZ0K3S9ht5fGoeDwqbreCy+1sL2NA5vP5SElJiZ5bqLHmCEe9zj71OD7/+kck0QQpZrlhoeItqdV4/AcE6UrpI9WkOnZWLSWJbXtKWbxiHceMHGiEnqkeY8HoeJM8LtA1ItaMUyE/kaAfLeQnHJas3h0hLwUCIUkoYhBzRIeIBqGIMP6b29yKYGRzFRBGGXOxVNrWAsY2a18kYmir3ALa1lLYVKRT7NOROpzayU12imLaoaUxoUYgah9vliPZuWMXRfm7IFAMwWLjf6AIGSiCUClKuMTINa75DAcyGYoVR4FBg4awdetmNmxYZ2foMiaM0DK1iD74YLdVeO8KD1Ibbcdwm9/Dp198y9mnnWiW0giHw6guV0y2L4h1EDP+O4g7VvVbJUYOP5Hk5MS5oJ3kHA8nMVvEres6PboNplmTtlFC1/SYMo0atmDL1g2m2dCRF8LhuR/97fDV0WN9hbKyshgyZCjff/9doqr/I/3ggUIIgcfrqtZyKLFfgvb5/JnAIKebvKIoLF++nNp16lT2jHZ0sJVIyZEZKuYQ82Vv164ta1avsme/cpJqvC3Y6a8iYtZjQ7IUx3HWMdGpKB0Ssuk57nIbRG0Rt+qKpvt0XkeXksZNmhLRJRs3W055juQbJhGcdOJx/PLrb4aUF0tOA4Jlu/+JzGLHxQyYhMoXX35Fy1YtSc/IZMTI0TRq3NROmt+gYSO2b98ecwJndqTKiUisQgnCphJAxr0PVRFxlccJFbfbTSQSiUldaJBz5UGV2yRpazCVnJyMPxA0373Y7GRRkjaWzh3b4/F4Wbx8dbxPQRJCOeipP8MkH6e70o1Ul+YyfuIsjh4+EG9qpjHFpJpsxEUrKiXlATKTXbbzlaHi9hnkHApT7tcoqTDsl5XIVgpTGhaVpOWYxUHK8YgtJ22bY/MswbZSq3Mn2nmbIVd6JGQ7sYUrSmib52HHjl1s2bzVJmeDrMsgWGwTtQiVICLG/NHGrO7muyHB5XIxavQxTJz4i1N6tkj6oIfwCBkejNQzDG2S0V+tXbuO8vJy+vTsYn8z69avp2WLFjHHxod4JvLsjrlWglScVh9Wr05DliydA3HCyl+BRbDGuh6zbtdFKDEpQJ0StGWLjk8BG3MNc9sJJ5zITz/96DiveX9CHBEErSiCpGRPtZZDWq/9FdClHKhLGaOcX7RoETk5OZxyyinMnTff2BgvGcX9js9MFe+9aezUSEtPp7y8zCxS+QWsSoqOEm6sBB2X0MBBzo4kCCJqZ3appoRmdvjRXNxRqcyuroTOXbqybsMmSisCMZK0tTRs2JD69fOYO39h/K2owNDKT/yvI1BelAH0Mm7UeM4rVv7J9OnTufnmW8ir3wBNNxJQRLRoB1st6dmJfUjBiaTkKgl5X+eJ2x/1CzA1GWq0rSyidrmi6WOtd8HtdqNFIrbk7MxOFlNfcxkzagi/TJpeWcKGg576c+qMWcdPnDIdf1i150f+edJ0xowahlSSHPNgG8lLNu4oonamB6lrSE2LyasdDkuW74jQOkeYSVtiQwwtxBNyzDYHMRte28ZibxOOY3RiOmWnedPeZyffMDy6I0E/4YAxJWWrOi6SRID5S9dQVLDXcBoLFjvIuhgRLjWm0NQCgIxxFJMShg4dxR+//2ZLz1ZSDS2iH/w0rVIbLmQoJvvZLxN/5+gRg82kRcZAdu/eAmrXqRt9FjL2fzzsLLyKsBdwzuUcm0e7UePmtG7Vgbnzf48l0gR9paIoDtV1ZS98K9eEVTZh/cxDYu3bMsbD3Ip/d2ZcjJfbhg8fwcyZM/D7/U5yBujo9/vrcpghhMDjcVdrOZSojoq7J2CnagOYPHkKw4YNJzs7m+Li4spHVJKi9xVKE4s+vXqyYMEC+2OMl6LtSygiKhFXUnVXJmxFxJMzqEps0ner41dUgeoyFqFIFsyfy5Qpk/nqqy9jRsPWlJZDhg5j8u/TjdhA637tBUYOH8akydNitpnoUfVjP3AIqXXD0aZ78wuYPWcuTZo0pU7deuiaQc7OiQ9szYh52D6l50QZx5zakZjKxGpNEi4HgLp1arNt21aj43K0l6XhsM0SLiXGFLFmzRqys7MdkrPHVnVjxWE7yHvksMFM+n1GlJxNSKEe1LYqKCx39+07sOWAAYOZPmsuC5asJCy9TJ0xmxEjR4LqtePChZn/V0qJKqwkICEjEUgkRDgUJhTW8SjSHnhZUOzOUCZM9BMvLSciZedxVQltaWZAg1MitJNZ6NHMYlrQZ5N0pjtAt8bJFOzdzYpV65F+k5wtqdpfYE+pWSsniz17orkfpJT063cUixbNJ+D322RhknTbl577PDaM5G9C6OGeMUlupM7kqTMZMaR/9BsRlm/EgUm28RKzk5jtzIouxdb2paVn0KP7AObMm0xEC8dOkKEoNjEb54uStKKa63aZ6GJdOx7xRBtvh46fACR+3gIL2dnZtGvXnjlzYiMWhYA9e/b0OaAH9g9AUQTeZE+1lkNar2qUiemYdCmZM2c2/fr1A6BTp04sW7bM2LkfKbo6HbOiKPYLHy8tG9tipVgnSVe1JCJnp+OYTcqKoKS4iCmTJzF96u/MmPYHM6ZNpW3rlgwfOpjRo0Yxc+bMmPromtEJjRg1mp9++S12IAKASt8+vZgzd16i2z2onX78+RYtWkRFRQV9+/axVVGRcHSuWDA6uiZNm9qJ7Q3ESsxO7UeljGMQMyCLQcK2jh/AVONYqdO+fXvWrl3Lli2bbU96RZhaD5diD6h0LULA72PWrJn8/vvvlJeV0amTGUZmZyZLckjSqk2ECJU+vXuwcMkyIpoef79dgqU7q+FQUT2EQlrHUEj36lLQv/8gsrJq8eY775GXl0dOrTxTek4y6oshzaelGCyo6xq6Q4q2Z53SYu2eNrkqlpOXtInaLqPErjsJ2bWP3wkazPirRJ3LbMlKQnSmrKhzm7/MyH7WNEelZS2VeUvWsHXbDkOaDvsNlXegACVSRofWjVltzhVv3WNKShrNmrdk+bIlMQk9duzcqng9KQd3Dnapd7eynxnJVYLMnr+E/r27xGiYFEVB06qXsEeIKCEbZjYllphFAqJWDd+Y5ORk+vUdzpJls9m+c1MMsVv1iJ7bsa4qMde0FpdbxeVWYwgcwJqjW9Mitn3Z6V3utDdLGU1gYj8Px7vSp08f5s2da243ZwXcuJFNGzcmSCZxaCH+W1XcUlYmkXnz5tO7t/H+5+XlUVBYVI1LVdW3Vd5uhDw57SCxo1Jbbe1wJEvUaSgC0+OcKsnZIm5FCGbNmsmaNasZMWwIQwYPYvDA/vw+ZTJ33X03SI2M9DQCfl+CpAPgdnnoP+AoJv8+zSZpa+nTuyfzFixMlMnsHyNoKSUut4d58+bRo2cvc/5kGfMBWdVp3Lgxm7dsjTmR3enE+w3ESMEOSTRO4kxMxLFtncgerUuqHMQNHzYUv6+CyZMnM3XqHzHL9GlTefqpJ+nTpzcLFsynZ4/uDB0ymB49ugOwatUq/vjjD1av3RBD0tG838aSlZVNo4YNWLZyTezFhZKMUNrv5/lXG6GQ3iMc0QmFdCJhnbr16hMMhKjfoKE5FaPXUT/Hc9M1pB5B6po9IYXUDa9p0xfIIFPVEVKlGL9dKnhc5roSKxU7Cdg6JuZ4xzkUBVwuYRP6bp8kI0kklMCi6m6HFB0OsTO/hOEPzuGPxdsJB8oQmp8eTVPQ/GVs3LLTmLHLnBBEhMtQtQqkFrb7Ad0k/65derJ48fyY1JebN2+gUYPmHQ5WW+lbJzdHD2c7Y/7XbdhMWmoyeXVyY8q2ad2KVX9WnnzFqQEUthYo2gepLsUmZdWlRLfF/Y4mChG43S769B6Cx+Nh0dIZbNqyJiptKwLVpSYkaouMnYu13+VScblUhCIIBCpITkpGUQRPPXsHn3z2RuxzsfoR2wHOchZLbFvv3acPc+fNtbVbmzZtYvfuXfTp07vl326kvwnlIDmJCSFOFEK8LYT4jxBilGP7X5osY59XKyv31QbyAL7/7jsmTZrE4MGDCYdDNGhghNKUlZVRUFCQoKbRuGiJ1eGrxEpniUm7ffv2rFy5kg4dOqIj7ZAGRRgZaixiEQK7l5G6rETSQhHcf9/dCODRx560z5GInH/99Rd69exBrdwco96m7u/Uk8ZSUFRiS/Xt2rVn9erVtG7TBgkEg0Gef/5ZLr74UurVq0uLlq2ZO38hvXt2t4+pUzcPt8vNl19/xx/TpjN08ABOPfkEkHpusHRnA29GXqyX1l+G1gVUFixcxJtvv0uDBg1ZsWIF119/E5pupGvcunULdevm4fU6R4ICaXidED/Hd0x8u/U7+oCBeEexym26P4cw61wf/vsjvvr6W8Z9/03l/fbzb0e7du0SnqJj+7Y0a9KYQUcNqKRm3LV7D4MHD+GZZ57B43Fz4fnnkZWRiiBEfFfSsX07pk6fzTsffEKrls257OLzSUlJAegCLNv/zewf4YjeRdUFO/fu4tNPPyAQ8BMI+OjRvQcr/lxNhzbNKSjaiUf3kWOqjyv8IciKPY/UNbujLA9JRJpAUSSKbpCpU4Xt7DOdBAxxZG1ti7dZOn6uKtB5cWaYC7u7aZGjUCdNiUrrSmxZS82t6JotSed4FS4alEv7+m70cMgu27hWMsu2ViDDFUxZtI0dZXDu6cehRMpAD6JbCXFML+hWrdqxYMEcXn7lcZCC/n1HkpGeja7LLgfUIPuC1LsIqRMMRXjz059YuWYLndq3oFO7lgg0pNQJBnzsLtxDw8YtWLr8T9p36IRUQNGlEc9tvmWKAKmAkFEJGoxe0SJhIjq4zJhjl4LQo0QoTKnV/i8kDRo0Ji+vEQUFe1i8bBYgaNO6M8neFHRAVVQee+J6enUfzKjhpwDRUCu7bR2StzUIWLNuGd279Qdg5PATjDh05zEOv57t27fyw/dfcN11t+ByCSyNigWhCDp06MCqP//k3XffYd68efTs0Z3LL78cpH7w2uovQigCb9JByST2HfCdECIbeBaYYO66EjgLaI8xWcYj1Tnf/iTohgATJvzKXXfdSZOmTbjhhutp3ry53QG+++67PProo6xfvz7hCb797ns+/PfHji2VpalKoTW1a7F3z277t1M9bY1E46dzczpZOB0rjj32OI4de1xs2Thynjx5En1694qSszVPrQzRuVM7hg4aEJNwY/fuXXbdysvLWLp0Cdu3b0NKqN+gIckpaayNC11q0aI5N9x8O00aN+TeBx9j/I8/xzzjg4SGu3ft4KSTT8Pt9vDpp5+ybt06mjVvac74FOGyS8/niy8+jXkexrpg+fIV3PfQ40b8ZIwDlYpTWnZK1bGOYZVV4ZXIeR/26CFDBnPOOWc5yiYgdqdtPG6plZvNWWeeFvX4dWhhLLXj7t27SUlJZfnKVSxbsdpUI8dK0a1bt+a1t94DBL9MmMwDDz9l3pt60NoqFNQaBoIRrrryInbs2MGqP/9k8uRJ9OzVl61btoHi5s4HnuC+J1416qWoaA62LfOFeOC73WwvMnJsKgKykhUi0kjW4pR6PS5j3aNGF2u7LSWr4HELPG5DMvZpgj0+yaYSydoiyS4f7KiALWWwqkBSJ1Xh+HYu+jZ20Thbtc1IStzAyILt+W1L/WHO7JVOmls3HN3CUZt6/Sw3ewrKWb5uB8vXbDGSmUR8DOjelgXz50ZfBSlp2qwl8+fPYuWfSygrK+GxJ2+iccMWSF0etLYSMtwQqfHoSx/x9fgpeD0qz73+KW1aNLbLvPL6e1x21Y0IqeH1uCgvL4vR2r3+xr+YMWNq1OzmyJgoBEYUielD4ZScLcnaUm1bamzrfzTuX6F27br07jWQ7t36sXXrOpYsn83qdUuQUmPo4OPo1rW/LVVbkrIxQZFqq7WtfjMQ8OFyuVBUw/bdp/dgmjRpEeOwBlEt5vZtW1i5YhnBYMBub6djJ0CzZs3YuXMnjz32GIoQPPzIo2zZshmg2hLlP4UDDLOqcrIMB+4FXnVe4q9MlrFPCVoIQ3q+9557eOHFFxk9+mim/vEH27ZtQwhYsmQJx4w5mt69e9G8WdNYhyKT0Pbu3UtJSWncmS0pTTVrrkU7cmkkZbBmhPnPZ5/TvEVLenSP1QYbjW51BlXHEfbvP8DhNRhL7IoQLFmymFatWpKTnUVs2kqnJGlK/1IHodr2GaEIcnNr8dlnX0TVxrqkXfsOTJr4K40bN8Jrev2VlZXRoUM7br/lenp078oNN9/J2GNGI6R2UOaxDZVsS0aomU898wLnnHMWR48+mu7du3PjjTfa0zSqqsqTT71A69bRRCO6NEf5EgqLStizZw+aBopbqZR4xUJlZz/j98w589m6bRunn3pKlWrqfaFJ48Y0adLswG8+Xuq3tpn13LVrF7m5hirymWeeNaouYMXyZSxb/iedOrYDGc165vP5KCws5IVnnqCktJQuPfpz7dVX0KRxo4M253AoEMn7/Y9fCIfDPPLo8xTk72bgUV1JSkoFNCKa5K7bb8ErK5BCQQiV9NQUUIIIxUVYFxSU61SEFLK8xjvdKFuwqUCSlypwuYBIdNIY51BcEVDgl0zbonNKe5WKEJRFjO1BDUCQl6GQlwJJLodpySEWKwo0ruVynFPY2y0CqQrSlKSN9Yj9W5q29dz0ZOasL+L603pDUpaRqEXqJHkUwgGfIVWGjb4mPS2D3bt38OJzH5GTlcflV5/AH9N/YVD/MQet05eRYN6ewjJe+/cPLJv4JnXr1Obz7ydRWlaONXnMZReczsgRQ0GGOapfL8b9Moljx56AVA2iKsjfS2FhflRi1rEnLgNj8KKqxhxrqqnWELpEQwch+fjTNzh61Mnk5tRGKLFSNIqw13Vd4na76NixO7ouCQR8rFq9mKysbEA3rq8IW4JWldhBsKIYiZ6WLJ9Lvz5DKxFxvHe5pT7v2+8oBgwYiOpK3O5CgMftRlEUhg8bxuuvv0bDxx7jscce483XXz3sGUKEELg91XYxyZdS9qziPAJ4EvhZSukM3flHJsuoD1BSUsKECRMQQL9+/cnP38uiRYtwu1TatGlDmwTEbKzrXH7pxY7t8R1plKjttJFmx96lcyemT5/O3LlzKCgooGfPnpaB0sgYZqqIrCxiEBtfGEvE0W1O23VZWSllpSV069KpMjnHey9Xgfg6WBg4aDCLly6mT68eIHWGDxts5+7u2L4NpaWlFiEcrI6kPkBxSQkef4DvfviBs846m1atWmPnG5fQtWs3WxPhRLNmzdAjQd54/VU7jASBkbow4bOIC5sD5sybz9at2zj9NMc0ytVRb/8TcFx30eIlHH300ZVSL3bo2ImZM2dQVFxKdlaGPcwbOnQIs+bMw+VJIrdWEnXq1KaiogIO4kg/HNbyiouLyczM5uEH7+K+Bx7H4/EaE8YInaXLltG9UxvU4F4I5oPiwuV2EZYRFEUlNyOJf52bR6i8EL/fyATlURWE2QlL3UjLaYU7WbAmvdiyW2fuDp3WtVVa11ZpmQWqHY5DjCRsqbxjCNqhnk2kLo3OQlf1M9B1DQVsYlY0w74OkJLI1id1FKEbSYPMqjRp0tLIelWnAaXFZTRs0JSK8lJ0XR60wRRSq+/z+UlPTeL+5z7k7mvPokv7Fowc1MPsM8JkpSfTpUNrw4FMVRjQtzeTJv7K8JGjkYrg4YcfQdNjn1W8S4odomSRolm2otzPokWz6dSxO3Xq1DXIWEibqHXdyLoYQ9oIhJCkpqbRrVtfdF2ya/d2li6fAwhatmhPSnJapVstKy/hz9WL6dyxZ0x4ViXvcidRi6i63vI0dwpDTjRo0IAzzzoTgaRD+7YsX748tn85TBAKBysJyXUYIZmZQoiWwAAzH/dfmixjfzWqpwhBUlISAnC7PZSVlRKJRMhIT6Nly5bRhxtHzE4kJL2YAlY5UxY21ZXZWZnceOONNGnS1LCzKSKGpAE7fUE8STqlZuN3ZbvzH3/8wXHHjtk3OcfU0/JsjP2yYlTF5gUjkYht8/vmu+9xqSplZWUgdQKBYHSiDdPGfxBQDyApyYumSdLT0ti0aRMNGzaMfkDCSJGaCA0aNmTGtD9o3qyJ7TdgDZziSbaqcLkbr7+uakLel0S9j0QoB3RMgnOsX7+eFi1aVOoMwXhn+vXrz4Rff+Ho0aNAqCxcuIBVq9dSWhrV+gSCQbxJKUihHrROPxLS6qmK28g8pbopLzecD5NT0kj2uli9ajkoHW1HMaF6qJWTw/ad62mc6kF1GYvi8iAUf8y5/WGJVxXGTHCKcJCkZFOxmU+7jsrrrTzGVI5CRCVf67uJk4KFY7vxP/Z+9DjyURRhE71xjcrPQFESvyu6LkmypJkEZSw1cUHBXr7/9hvS0tIpLSli0+YNeD3JuN1edF3PrXTgX4UeqZfkkgRDYTwuBZcC5RU+GtSrZeRQN+tprQuhkJudSpfO7Zk44RdGjBxtnsgiTkMpYDn1CSEQZqiSEOZzdNies7KzePVfn9ghTjF2aAdROyVpINZ2LSQN6jeifl5DwuEIa9etwO+vMD4js2+UuiQlJYV+fYbGOKM5zYaJwsCs/lQojrBVh1lSKIYUc8utt9C8WTOKi4pAagQCAZKSvBwJsJzE/i6klC8DLzs2vWFunwxMPtDz7bNGihCpAF5vEpdeeiktW7bklVdeZviwoYnJ2el5HaN2jJ39pZJEZqu4dUwlDxLo2KE9P/38K02axDonWOptKaXN2YlMX/EqbSc5z507h759ehv79URq7X1DEQIdGeOkFuMRPnMGo0aOABnh118nUFZWZs/wFQz48ESdtFKqfdF9IxUgyeulRctWXHbZ5Tzz3AukpqZGJwQxnVbAehaW5sGoczhikrFDrS3jiTLe45rY0LhouehgZu/evWzZshW/34eu63i8XnJzcmjRooUxped+yNjv9+Pz+fB4PKSlpRn1dkr2Vp3j6iilZPWatYwZM8YmaMuhKhpnL2jStBkbN22mWdMm/DZpMsuXLcfn99vXCASCeI2O5GC1FZqme1TVTZI3hRuuv5eK8hKSk1PQNcMjO6KZMfVWCJiaTFZuLZav+JOmmR4Ut7m4PLjUAG63QkSTtKitsmKnhiokZUFJphc0CZoUBCPQqZ4Ll52AJzaxi5NUIdosTqJWRGXydmaSqkTSjvJCUc0BhWosqopQXMZ2x+9iX4TsjNQoOStRPwehqHa87Z8rVzBhwni83iR8fj/BYBBNj+ByHeRkElJLTfIoBENhXnvoUlA9+PwB0pLcRipSoYAMYc//IxQEULdWJv16d2f8uO8YNfoYXG4PQovmrRZmDLEwHVw1HYRmPH/NzDOvKKqdmzuekOOJ2mizWIeyhOvCTft2XSppPpywyNn2LlcSh30JR/taEwqpquO3apSZMX068+fPJyszE7+vHKROMBAgyeupnAjpcEAIXNVXcR8y7JOgN2/elL5nzx4ikTAzZsxgz+5d1K1bh6ysrKgaFKpFzLaE6jwObFuhMOdXNdTcYNh8Nfr17c3s2bPp27efTYj2CFFESRqiSf3tulRBzlu2bMbjdhvzNO/v5UjgqeyMc7RV3I7zr1ixnJYtmtvOSm+99jL33P8gL/3rTd7813MELQnaeG4HK7mrCwwJOhgM4vF4CPj9JCV5bQlaCOwHFK9hkBLatm3Lyj9X0b5dWwAqfH5WrVptOryI2BnDhBGWEYkYNsQhQ4bY82dbmD9/AYVFRTRs2JA2bduSkpKCoigEg0EKCgqYPmMmfl8FPXv2pFat2BkdKyoqmD17NkJRSUlJITU1lWAwSFlZGVLXSE/PoFcv0wxk+gbEQChMmfI7AwYMqETO1roihH3fv/7yMw0aNOD2225j7dq1dO7a3T5PMBggKSkFhHLQev5wSMOleggEA2gRnfJyYwAS0XRUTdCwYWPWrttAm6Z1zaxiXoQrmcysLHQ1jOpJwZWUTiTox5MUIqL50XXjXe2QZ0i0wbCOKkypxiRfl5nS1sq8ZnWmTpW1RabCIb1a6/HbjcevVVqcx1nlLXJWXB6DkM31qCZARXV52LStnJ6d6hltKlxE86dHpzXUJQw4agjduvSnW/cG7N5tzOAXMt/9gwpdcye5FQLBMJgqeL8/iNdtzUJmEDLmmFEAUuoIqZOZ5uG4o4czccpkmjZvQYuWrRCa8b1p5jepa0YKViEkmjDi2YUw9lvSNJg26YiOiqhE1EY7ONaFRFWjiUVUotnAnB7gkEgjaLwHtoOa5YjmcFhzhoZZROwkZyvdrhCwdMlicnOymfbHFFq2bsvUqdM5/9yzCQb8pibx8BO0ohwcCfpgY581yszIiNStU5vMzEy6dOlM3z59+M9//mO8XXHkvC9itvc75g+OgWPyc4GlCNIIBIOkp6cTDPgJhYJ4PN6o1Go6NlnEAYnJ+dVXX6Ff//706tXT7JB1/ly5kjFHj4pTbcfW1zhJrL3VQvNmTVm7dg2tWrVGN53ZjOsL8vP3UlJSTKcO/cxE/4ZkLjBDGKRGRIvY9r6DBcubWlVdRMIR24YMprentGxcTjt97P8GDRry6/LlRCIRdu3aRVp6Bh06dCA9PSPmWvFSaCgU5Lvvf2BA/37Uq1ePQCDA5MlT6NqtGz16Vval8Hq91K9fn/r16yOlZNGiRSxdupS5c+fhD/gZPHgISUlJDB4ytBLpW8jPz2fib5NQFUH37t2NQaMDM2fNomHDhnbddVlZWrBIGmDEyFH8OH48Q4cOiRYwJfNIRDvo7aVFdJCCSCRip6iU0pzSUZU0atSUmTOm0LpFEyMuOpKEcKfQomkj1m9cQ8usNCL+MtzJ6UhdIykSDVWytEoed6yDl8skZrdboElBWoo7Ks06iDSGVK1tqlXG6DJW7/AzflEhNx9T39CA6RpaOESsA5hW6ZyWpGxNQWmRs6EN8KILFxHpMjKpubzGRCGKyxi8K24kipkUI5pWEqLvsKZrCJR9SocHDGloJMIR87vSzeuZeblt1TbEkjRGv+dS3Bw9YgBr1m9j0sRfad+hI3n1GyA00AVowphNT9dMwhZR9TeA31+Bx5Nsm89i1NlVELFVTugSf8jHBx/8i9NOu5CszNxKoVokMHs5PcWdi+VJbpAzNjk7p+S1JhYSAubOmU2d2rVo2aK52U7meaVGJHLw+8G/DAEu9xFSFwf2WaOc7Ex/SnKSMU1YVqbhSZmUZLvSR8ORLIJzqIkds74kmgnJ2h6bWtJZTuP6G2/h/gceYOBRA5gxY0bs8YogGAxwwQXn8scfv9t2qdj827Bh4wY2btxgHzd16lQGD44mrvnmu+957Y23o/VOkLpSShkjNTdr1owN69cTDofsjFaKEITDIebOmcNR/ftVksybN2/K2aefBEB2VgZFRSXmybXIvtrgABABKCwqJjsnG4SKx+OJthVGatOoViH2Pxgf+ZAhQ2jQsBEjR42mb99+pKdn2GleNd1KdBItD+DxeFm3bh3nX3Ahk6f8zoKFixg5ahR5eXnm8zOWBx54gJdffsX+bV2/e/fuDB02nKTkZLzeJIYOHUq/fv1QVTWailTCsmXLue222wmFwuTm1mLEiBEMHjKUtevWM3nK7/z+++9MnTqVH3/6mRYtWtKqVauYejrP5YSUoKoqxx1/PAsWLGDT5i00bdrUrKBKVlYWRcWlAAdtCkNN0ykuLiQ9NYNISEMRLkKhIJGQZkxDqEnSMzLZnV9kJC1RU5DuDFIycwkrSfhlEp7ULDwpmbiT03CnZJKc7CE1RSU1xUVykkpKiste0lNdZKS7SE9zsbLAzWnvl5MfySQps7a51IlZvlgc5v5xJXjSc0nKrIM3LddccvCm5bDL52FjgcSVnIk3LRd3Shbe9Fx7ibjTeeDHMraWuY36JafhTk7HlZyOKykd1ZOMy5MM7iQUtweXJwWXJ5n564vp06mRQcxCdZC0lT9diZH4dCmpW7c+deoYg7201AzKKuKjRv4m9Ei4sKSCnMxU06NcI8njJhgMgh4yBuJmhjFhzb6lhxFaILpdC9K6eX2OHj6QksK9TJr4K/n5u43JeUxTg+pSjKx4qoLLlFi1SJjzzzuZn378xtB8eFRcHtUOwXJ5VNat/5NbbrmEktJCVFXB7Y7ud3tUAsEKtmzbQFlZiS0Jxy9ffP0es+ZMiZGMnWFciiIwgrcxt4lKqm2DqLFV37NmzqBRo4Y2OSM1hgwayFED+gKQnZ1JYVHxkeEkJjAHr/tfDiX2LdNLrQKgoCDfjhFOTk6ivKIi7qEmlkBFnJQdL7E+/693KC2r4MG7bkiYzOLiC84lIyvHiMcTEImEcbncRvISCd4kL506darCRm2Q+AsvvGirngMBP4rAmLvVrIuvvNywNyaov4VnX3iZZSv+5MP337WJd+TIEfwwbjyjR48mJSWF8vJyJv32G2OrcDrzVVQYU8VJndq5ueQXFlrnqthnG1QXQqkAlYKCQmrVMvxjkrxJVFRU2IMVadvqTVVmAru915uE15tkp2kE47iJEyfw8Ucf8fbb7+J2u40RvIhKoWeccSY9e/Zk6NCh9jHxRNiuXXs73MkqA9H2uuGGGyrtc8IfCFBRUWFPEmDcj2J4+JuYMWMGTzzxBF9++VWle3DCehZOVbcQgiFDhzFu3DgjFhxjsFerVi3yCwpo1qzZwWkrYM6cP8KFBfnujIxstIiOS/Hg91cQCkXM/OI6HTt2Y/q0SRw/djTS5UNqKYikLNq2aWVk82uSgduUVoXiwuVJRg2UU1Lk544firh5WArt67kMCdXlQfUko7o99MrxcpNeQrMm9XG5XLY92DiP8b9zS8Bdjjc9x5aaFYc0fNzAXI4b2Nb2wHY5wqX0cIigiBCUu8GTgTctLebcQlFR3B4CYTj2oRncckoHTjoql5mrC+nbqSnCnWpI0O4Uk5w9SMVNcamPjIxMo/0cn2kg4CfFHNylpWVQXl68zzCvA4auVeQXFlM7O92WoFOS3UY/qGsIRUfqYYf2D1P0UZGabpvvkBooGp3aNaNT+9YsWraSpUsW88O48fTs2Ytzzjk/Ru0NkJySxNVX30jPnn1RVWE6kglQhZ2+t179PNq260BWdiYuj1pJpV23Xh7PPvN2rIo7zgs8FA4QjgTtEC8lgcT8+ON3klu7Nrfceg9CkFC1bRH1ooULaNy4EY0amIEPZr9Z4asgJTkZ0KhdKzdxkqvDACGMfP5HGvZD0PrOcDhMeXkFWZnpBrnUqsVeM2l9jGNVQs9tCIeCPPrUi1xwzqk0b9LQeW7at2lJSVlZpcsacdEKffv0MohbagwYYEjRgwcPsR20FEXh9jvutG3SiWCRM8DMmTMZOmRwzP7zzjmzynuwcNyxY2jXrn2MKt6lKpx4wvFMmzYNAF3XOeGE443Uok6NgknUe/PzqWumBUxNTUHTNHw+PykpyTurrPwBQd0JkF9QSK1cw56bmZnJ3r177RJCmCFq+zjLBx+8T8OGjRg2fDgQJbamTZrSsWMnXK7oK+MkucaNG9O4ceOEyfUtnHb66QmvmYiMEx3fo0cPevToEbPdIlcLHTp05OKLL6ZWrVpVknOi+kdJGlJTU2nSpAk//DCOESOGUys3l/z8fICD1FbQsV2vnZOm/NA4OzuXcFhDVT2oioviwmJcrlxcbiO/eJMmzVnx51o6tm6E1IJItw8lJYf27dry2jeT0IM+rj66MYrbgxb040pOp7bXT+dm0KRxLinpblud7PIko7g9pLk8nFu/iW0H1qUgrAsimsQXjOAPSxrUr0/dujordutEtAiZqR4QCoGQhj8YIDszBXSNUMTIR9+5aQ5I3U5E4k7VePvGoyrdt+JQp7ul5IJRbcnMSGfm2jL6d2lmkLM7BdzJ5lzYXiMvufCwbuNWmrXpaqu4dV1i9E9lpKdn0bRpK7Qp4ygrKwY4mD3/zr0FJdTKSjNs0ArUzslgz17DG1lGggiX17A7W+puqRve90IDXWPL9r28+eFX3Hf7dXiSU0HR6NaxFbJjO6ZMmUwoFMTlEjFqb9ARAo49diyabtimFSFi3mtFgbp163DTzXfZ2ywidpK0cwaqRF7gl1x8Q9S3x+EQ5rRBHz3meLJzcmJCqmJV28Yxe/fsQeo6TRo1jPM30tm7N586deoAkJubQ37+EULQgOu/jaCF1HYWFuwlJzvbmEUHqFe3DsuXL6/Sbhu/PRQKs2HjJnbv3htL0ELh6BH7yJEe5/jjcbvQImHjI7BnjYk6aMWTdPwkG7quoZijvv3anu3rG9dp26Y1bdpWTi+pCBg8eDChUIhgwB8lZ8e5LfX+rl276dOzm2GzAluKbpzS4GB1+julUMnPz7cdrnJyc9i1a1elgvsSLjZu3ETEOXcghi2rRYtW3HLLbTHbnM84kY23KsTbsPdVxr5e3OmtQ+PLpWdkcP4FFyY8zph9TBomm5wc471JQNI7d+4iLy+P444/nkm/TSQ5JZmCgkIQykEjaFB2pqSkN3apbpYtW0CnTj3Izq7F7l27yMjMtNWIDRs1Y8b0ybRo0YwUdxpSN9Sm6bU1PGnZzF6zi8mr/XRtlEVOdhZaJERSZpCHLzBS8QpFpdgvKA0KZMBFYUGYZK+bpCQPKCqlFSE8bjc5GUmoLje6R5Ke7iIrLQmXO4FPXIKwp7JyH6t2FRhOkbqgoDhERqoHj9nhFZYFSfG67NCpYl8Yj0sjOdnLqP5taFIvG+FKMs6teg1ydqWAO4WiCo3MZBcobkrL/aSnZ+D3Ra1ChYV7ycrMRlVV0lLT8XqTKCoswOVSdxy0ppLazvyiUmplp9mibb3cDHbuzrcJ2yBpkFIxPbn1aIiiUNi7dzcbN27CX1GC1+My7NeKG6G4efqx+yirCPHLz+Pp2q0HdermITSJEIrh9a1J24FMSomiW9EXEimNdd1hk1cUkNJ8tx1krCgCLaIn9gLXJaiW937U/mxnMXMpDDhqiDmrFjEe2paDbHl5GWlpKSxduoTRI4cnfJS7du2ibp3aANSqZWoSjwAIIf77CBq0nfn5e8nNzQEMsmnapCGbNm0mkeddIsJLTfHy0Tsvx2yLHrC/B6IZsdFmuX79+jF9+nQGDRqEgrAdtCySrlQfx6b586MTfMRfozo2kETZzqx7evjhh9m6dRsfvv92JdW2hQ0bN3Pmqcfbx+TmZlGQX0DjBnkHpdP3ptfyB8qLSgoKCjMtNXJuTg5FRUX4fD6Sk1PsGPJoCr7YZyYlPPDggzG/94d4NfW+jovnY6eTVvz2/Z0rkYNQVWWcg7cffxzPk08+wU8//UJGRkZCkt60aSNNmzZFCMGIkaP4+JNPWbx4Ceeee+5BI+hQMLyzuLiQ9m26kZNZh4ULZlG3bgM2b95Is2YtCbki9jzk/QcMYfz4nznlpLH2O6UIhcvOP5XLTi9CBkvJ31vAyt17KS3TqZWRAtKY3amwIkzzhrVp3jTbIFzF8ckrKlXGrVcRowwYntUWZIR0TzrtsmuZ7sgH6FKhuKL1UL3GuqnaLqiQjDj3bh695zpGH3M8EhVdc/hC6JJtWzdTv3405WZqShqbN69DUQ7iYErXdu4tKqdWVor1m2YNcti4dbet8o6StNdQdwszKsX837Njcz574yGjD9EDSIzIFcvbOz3FzdjRw5i3aBnbt22je89eCMstxlR5G32dMAJcpESXDgdZPboupbAJ2yJrzZzpTJgknShcy0IMQYtoylE7UkVxzBIoohMQXX/9tTRt2oRjjhljnCjODycSibBt+w6aNG4EQK2oBB3iMMOwQf99s4gwQpNfw7in36WUn5jbOwJ3mcWekFIur8759qfi3ppfUECtWjlYhNy2TQtWrVljpOJ0eATv3bObRUuWMXrE0P0SnkV0FqFH8zlX0SnYZJ+My6ViZGDKstU9FkkngjWtmc/nIy0t7cAcEhxSdKVtjpfvkosuoKCwMPbccWFlq9asp22r5naZWrk55BuzgFU77dv+ENH0rcUlJZk5ubWwYkabN2/B2rVr6Ny5q11O0zR+/HEcY8Yca4ekWB/vAQjCMVJ0dcl8fyRdFTknMmNU59rxxw0ZMhS32016enqVx6xevZoxY46xf3fo0IGtW7cye86csiFDhlZ9sQNAJKJtLS0rIjk5g4yMXCJahJTkNDZuWkf/4FDb/qeqgunTp9KiRRu++e5Hxh4zkmSvghRuFFcKwpuNiFRQO70BtRv7DYLU4vo7yxM6EZzfXHxSmniSdoRPoajR39JBzHrlgXvM+auqg8trkrSh1hYuL9kpyTx819UMPGoguwvLycjONVS9pqOirks2blpHkyYt7FOlpqZTaqi4D9p3hYxsLSgqo3ZWqn0PbZvW5b3vZhr3q2CT9LKVawhFJD06tzGk6TiiFkJ3PGfNfHZhO969V7f2bN2xlz+mTGLosBGAHuPpLaXxTuvS+m1+A4qxDbClbEvCjvaRIjrNbKJEJ1ZzJFBxC6ed2eFgGiVpwdXXXEvAX0HLFtH2cGLjxk3Uq1fX8MVBIzU1FRCUV1Ts9GYkPOSQQQjDbHkQcDLwlZRynBDiP8An5vYbgGsw3BSeBq6ozsn2SdDejLx8qesFxcUluRYx1crNxeN2s23bNho1NNVoUuO7cT/zny+/Y9TwIVXkqoKY5BJEiXr/knQU/fv145dffuVoR/IJoBJJO4kgHA7jdqk2WcZIuc7qOQcMMTCSp9hSdBxxN2vWlGZNGzvOEeuZvnvPXsLhMHn16tjXKC4uAV0r9eS0OEgzWUE4oi9PSkrqWFhYREpqKikpKbRv347ly5fHEPSGDet56qknaNq0OV26dLGJc1+2/KrgtFs5f1uI12xURdKVzrsfcra2J9KcJDrOOl9qahqjRx9d6RxOKXrFihXcdNPN9rbi4mJycnLo2LHTtCovdoAIBSNLBQolJUWEghEy0mqRV7cJy5bOJ3TyRTHJIN54/RWGDR/B5ZdfxZQ/ZpCWlkL/3l1xeTIREZ8xmYQeiHoNx+cacGp+IDqZyD4gqwjwSHSsrA45O65fScpWXKB6EIoLaU5coqtJoHo5Zswx6K5UJvw6naPHHE8wpNskrUV01q1dRdOm0dkKg8GAaecWS/Z7k9XHUpcCu0orTEJW6dC8LsvWbIuRoNHhnc8nEAhFeKOjQVJCcVUmajBC6k2nMTvRjvl8GuXlkpyUzE8/jmf00WMMgtSkHQMulSg5R6d6FKhE1d4WYUspo8lPzLJW8pNEiU6MusWpuE21tuWdbai1Kz+kPn16s2L5sipDI5evXEm7Nm3MXyolJUW4XCqhUKRa0uQ/CQGoSrXjsWsJIeY7fr8lpXzLXG9IdMY75wkzpZTFAEKIqqWDOOw3MnvwgN6zSkvLxi5ctJTu3ToD0KlTe+bMXWATNMBlF53LWaedZKpNRZSIK2V5iraspmkUFhVTu1Zuwv2VIDWEUGnTpjWrV6+mTZs2tqobKnf8ihDs3LmD9evX07NHjwQnxK6nUz0fq86OJeMYko6DU7XtPN+sOQvo3LEditm5LVu5ml279zLkqL5zqr7ZA0dycvK8E084/sxPPv2UUaNG0aRJEzp37syM6TM4++xzjToKaN26Db/88puh4q2mVkcIYyaoOnXqJiTZAyHRRMcDlJYaaWRzcnL2e95E+6saJOwL8XUrLi5m8+bNdOzYEYBQKMynn37KTz/9FEhNTV1R7RPvB6FQeEGvbsP4Y/p4enQdjKIo9OgyiEl/fM/WLZtp3KSpXfbZZ98mKycDTRP06TuIYNDHxCmzcLkUsrPS6dyhLW4lEg3pkRoF+XvJSE81BqZgZOiLC3dM6IORYGIUZzlplo1EIuzaU0jD+nWqvskE50+UNcrSoEnFbWdPk8KNVJMISTfjf57KsBFHE45IwmEdLWLYZTVNZ+Gi2dx0w0N27O+8+VMZNngswIKqK3ZgULrftOGMrXtL+lzwcuYzNx5HcnIKLRvmUFrhZ8eO3dSvlwvSSKjy9K1nGOl0tRAI1dYx2kRN2O4TpeJGSJ2KgEZE10nPrGUIN1KjVnYKI4cN5LeJv9C0WQtatW6DlMKe2MYia8ubW3Got+MlbE1INm/aTIMGDRHC9AR3K1G1d9z3EjNjlkXIwjn7Vuxc1ta3LCW0b9+BGdOnMsQRymph+vSZdO7c0f79ny+/YeTwIeTkZB/UfvCvQUeJ+KpbuMrJMjA0Nw2BxcSGMZcIITIxPqHKntFVYL+iq6qqCy467wzeeud9pJRMnzmH2XPmM+6nX+PO5CLNDIEATJW1FVOsRhcHPvzkK04681IjKH8fkyrEx1E3b96cTY7Y5n05G1166aV89tln1ny+CbF8xZ/s3LU7ZlvljkSrcl80njuxPfvHXycxf9FS/pg+Byklb773CRecfTIej3t+pcJ/Dwsuuvhi3v/gQ3bu3Ek4HObf//43v/020ainI4tYZmb1yRlg/fr1nHDCWObNm7v/wnGoLmE++MAD3H33XftUWe/atYsVKxIPuGWcLc3eXo3LW89ixozp6LrOa6+9hpSSH374gRYtWtCuXbvFycnJ1R5i7w+hYGR5p3YDghs2rWDr1k34Knz88PPHlJQUsnHDWlavXknQHybgD4PuJlARwec3FkVNonefgfTuM5B69Zvyx4wFTJy2iEmzVjJ5zmomz13HSRfczKMvf4aenIeeXAfdWwvdW9v478mJXdxZseuO39KdGbvd3PfB11M45bJ7CStp6O7M6OI4r09P5ff562Ov5XUsnkx0bw7Sk1npuro3hyVrdjJp+iJGjR6LongIBjVCIY1wRCcS0igrLWPjxnX854v3CQYC7N27i7XrVjD4qGN0jA7yoKFZ/cz5Pdo14PNfFoKM8MYXUwkEI0yeuzJqe5caHpcwnOH0CGhBg6h1w9MbPYTAmFzDio1GD3PvYy9x8z3PIPSAqQ0xYqiT3JJjRg4h2aPw+6SJzJg+lVAogOoyY6ZVYS9uK32rHU8t7JSuW7ds5JKLz2Thorm4zBhrY5pJYcRhm3HVixbPRdNDjjjn2DSeQhgJSBQ1cW51AKEoRDSdCp+/Up/+868T+PTzL9i8ZSvhcJh3P/iYiy44Fw7iYOovQ+qgBaq37BvfAKcIIV4HxgkhPjK3vwS8AvzL/F8tiPg0b/EIlWwbu3PX7nFHn3AWvgof/kCAu26/iTff+YAl86bu5+Rx/VkceRWXlLBk2UoGH9XPPCA6XiirCPDhx//h0ovPw+tNidqpAYRKfkEhGzZuolevXjEdcLyH8MKFC9ixfTvHH3dsYvW21DnrvEtp2aIZjz5wZ2x1nS9YFVnFooiez2l7Li8rY8gxZ3DxOafw+POvk5KchMfj4ddv3qdh/Xqnumu1/bqq53egCPh96VLK4jPOPEuZMmUKKSkpXHnlVbz88kvMmz+funWrP9dDPNHpus6kSb/ZNtx4fPzxRwwaNJjGjRtX2mfBKa0mGhxs2bKFUChEixZRlWV8PR588AHWr1/HRx99En94lajK9BFfn2AwyD13301ychK//jqBcDhEUVERb7/9NkcfffSrycnJ11b7otXAsw/9OGfqrG97T/j9M1JT0mlYvwVSagzsP4bWrTtSVLybnj0HkJqWgifJRVKy25iTNslldK6qYmdxsmJRLYlnyuSJuN2e6BzCQqAIScMG9dm0cT1JXreRUCc+xLCak5pUlJWy4s/V9OllpERNlMfgx58ncP/DTzJx/Bfk5mTH+WhYHlBRM5dU3OQXFLN0+WoiUtCqdVvq1MkjEtYJhnUiYZ1wRCfojxAMhPn5p+/59rtPyMzIZuWqJZQUF3LM0Wdy0Xk3rzzu1E4d/mq7JII+5/EnpyzcdMdZ93xKVnoyAKeN7MruwgreeuBc4z4UNWrrt35b9+fcDsbkGqZKf/3mXfhCGh3btzG1CEZiFql6Wb95O7PnLeHsM88grEnmLVxCIBA0JFhFpXHjJjRq1Agc4YZWWJVuStqapjN92jR69uprhNVphje4M+lQaWkJZ595HNfdcDujR4+NCU+1pWYl1u4cm3fbIXkL+OGH7znx+LGGRlVqbNu2je69+nLHbbfw8iuvEYlE6NG9K99//TmKIut50+vGSkiHGD26dpSzJ31VrbKeWu0W7EOCPqioDkFnYIj07pV/riYlJYXGTZrQrE03pkz4wZ79KCGqiI1OuN+ZuUuoLF22gutuupMP3n2NZk2bx9qrTbKeMGECw4aPsDNOJcLSpUto2KC+nWglEUHn791DakoKKSnJlW8hoZ08kY2aWNW21JF6hIEjT2blqrXkb5zPtu07KC2roGO7VgghNKCOu1bbgxpnEPD7ZgN9xo0fT3Z2DgMGDOD8889n2LBhnHf+Bfs8tkqP6f1IwLquc/LJJ3L22edw+uln7LOsU4qvTj3ir+3z+fD5KqhVq/Y+r7M/JBos3HTjjXz55Rf8/PMvNGvWjBUrVtC7dy8r9vuk5OTk7/7WRePw+N3fP64o4q5IJMSO3etp2bwjcxdNYOOWlVx1yQO43Qqr1y0mKzubTp264fG68Ca7jWxSbtWWfGxJR1i2Q2zSFsLp3CPZvn079913Ny6XysUXX2KapKTt0R/bH5g2TBGzBbMgdprd2FGPfQ5d1ykoyKdO7dogJapLJTUlFa/Hha7r+AMB/P4guq4jFAVNl2Tn5NC2TQckhkNTOKwTDuuEwhrhkE44pBEKRvj8s/f48KPXOO3ki+nWdQCzZk9i9PBTSE3NROry5eNP73zDwWwrfdbDI1FcEzRNZ+6fO2jbtDb5JQGGXfkGW35+wLApW4RsEbWDjI1n4yBrs5xQXIa936neV702Sb/z8df8NOF3vv7sfYeQYuQm1yVs3ryFrdt2GMl7hMDl9tCtW3e8SUkmEWPb7HVzEhbNDDeUumWzNqq1Y8d28vLyYmzItkwU57Vt/3ak97Q9ulVBRXk5ixbOZ8jgQaxYvowTTzmNZk2bMOHn8SxespTaudk0NJKYLPem1+p0MNvqr6Bnl/ZyzoSPq1XWVa/HISPo/dqgPZkNS0Ml2/4oKCwa8fQLr3LXbTegKArHjhnFd+N+4uYbrjFLJpAs4+2Uzl1S2+dovXOnDvw+8Ydo9qH4MCdg4MCBzJgxg0GDEsdTCwEFBQV07dI5oerZ2hZjA68KMbZow2ksuk7C8wsh6NSxLU0aN0BVVZo0auDcPeNgk7OJH4A+M2fORErJgAEDGDt2LJ9++ikXOOKDLTgdtCrZla0Qqrg483hbr6IofPvt95XCtv4JpKSkkJqWus8y+xtQJCJnRQgGDhzIuHHj6Ny5M4oi6N+/n1UsAEz467VOjHAo8gNw1/ylvxEIltG4QTtaNevOuF/eo6ighNS0VJo36Uwo7GPq1N+oXbsu7dt3jqZ7dKZtdE5m4CBtZ65kRRHUqVOft97+wJaAnLB+xj8+ZzHnBDTSJmljX1WDfavjjkQi+Pw+QqEgilDwepNM01N0IhZdlwRDEl03iDmi6UQi0ibmiPm/d8+hvPnWs3g8SSionDT2IuOYUARd1384CM0TC6n9jk7pzCWbM94fv5A37jqJ7EY5ZKYlMXvJBvp1bRHjLGY5k6G4QHN4bStq9Ld0Ia1ygBC6IxOZDmhces6JXHLOyYYzoOK2hRMBCKHSvEk9mjeph0XaoXCEeQvm4/cHaNioMS1btUaRwiBnIbGSn+hGyLrpFW50bY0aN7Sni6zchrHtaZGzcLwzqqNMenq6fZ7WrVuRV68ep596CgDdOscoNw5+W/0l6NVRXx9yVNd9elyS10ud2rVIMycfOOvMU/n0868wiMp4OSovHns/WKFU+76kU1UWfVESJxRJTk5G6sa8ovHvlBCG01Fq6j5mCDwA73En7rn/EZ569vnYelWBxUtXcPF5ZyS63j/1Yo4DqFOnDgP69+e3iRPIzMxk9uzZ7Nq10+H0YRR25hK3FguJ+DaG3BRHIv2/Sc7Oa9tOJ1WEVln1VxURcz/Wcc56vf/+e1xzzdWV6h//DAAWLVrI+eefV4m48vPzpyYnJ1fbg6S6CJaH5ob84d1eNRWvK41gIIxbTSevbnMWLJ5OeZmf8lI/6B5aNOmK15XOjOlTmD7tdxYtWEhJYTnlJQHKSwKUFfspK/JTURakoiyIrzyM3xfBH9AIBDQCQY1gUCMQ0ggEdUIhnUDA2GYt/oCxOLcFg0Z5awkGNUJhnVBYJxyR9np8OedildGlQlJSGhkZuaSlZ/9fe+cdJzWZ//H3k2Ta9oUtLCy9Su8qvYiAYsd2ehZEsTf01PPsIh6e7e7EcurZTk5RsdB7V6rSi/Rl2QV22T49ye+PTMnMzi6LB4j+5vN6Pa/MJE+ePElm8sm3Y7E68Pr00L7r1v3EFVdcyt69+3G5/Xi8qnEOlV5cVV48Th+uKi9HDxcxY+bn1K/fgCH9LyWjXg5erw+v14/X4yvzevy1295+AaQ+z/jQ1Tn1kq00qJeIjAZ+D9cN78InM9cZhKx6wnZn3cgght9jskcHtoWaaZ3mReiROb2NpRtJN/oJvzPUIr6rHoTqRFKrsMl++p3dhWGD+uCwySxZOJ9VP6xESDqWgO3anPlLDtiiZcmwY1utMlarFNGMymfhJssCTVe56cY/MHPGd6E4aAj/v37+eSe5uUYmsaqqKnbs3MnoKy6PdWnPDILWNYTqrFM7nahrfa1vk5ISX5808dnQir7nnk1FZRVr1m+gZ4/uNZJdpNQMQVKr5h1aWwx0LSr0/v37s2jxEoYOHVqNUNasWcOQwYNiS8/mYaLmcjz07tWDlJSowL1ACJl5rE1bdnL4cBGD+p8Ta5hv6nzAE4DdkbDJ7XLufeD++5sH1/n9foYMHszEiS8w+oorAmpJCYvFQuvWrcnMDKuLdT1MWDUlgjFf5xOJm64J5pcCcyrDWJJ70DYWfAHzer2kp6eH8kQjIvNv9+rdC1mWa5Sag9+dTicfffQREydOZOnSpcY10jU0TaNBTs6cxo0b/+8nGoUX3rpWe+jGj2e0yOk2BsBV5kaSJdq36scPa2fTpkUvFEU27M5WC1ablaa5HbFaLbg9laxe9T1CGF7yjRs3o2HDxqECCWbpuiZ1uPla1IaQ1BxD3RmUfIMq02r7SiD84f7RCNlCNcjMbEiPHmeTmJSOy2lIyz6fGlqWl5axYeNaHLYkdu3awfCho/F4fGiqFqhJraFp+uwbxvU5aUVNIqB6v+3QrP6VL4wbBPhBl/nDsI70GvM2L90z3DCRmaVos8QMhvQbkpj9Ic/voEZQ11QjB4xGqBKWWWKOzBcR6ZNT7bNkoVmjDJrl5lBR5WLenJl0696LjIwsQArVog4nGgo4jQXrg5v+e9EaEk0HIRT69O1Hh44do1TfoGsae/fsZsRwo2LgZ59P5bwhg0hPTSIqFr4Q1BP3Oj0V0HWE/8yToOtE0NbU3H3esoMrgL4ACAlJyNx2y028+fa/eO9fb1ObFzZwXJI8PoJZxSKzecmyjM1qwel0RnhqV1ZWYrUoSJIUctj6nxF4WbjkogtibzeTNPDGO//m1jHXISuWQMYgNdhnjSWj3a7/fUI1zvM/COkvwa+KojB+/Hiuu/56Xn3llVA+ba/Xy86dO9m6xSgxmdu4CW3btj0h0jUT+C+Jo64mNdcwhJlg3W4XSxYvpn79+jgcdrZv24qqqmg6NGnShBYtWoZeLjp16kynTp0jjmE+ZlVVFStXLGfFipW0b9+eG/54ffShPcBHJ3xidYTP5fsEGAMgBRIlNM/qzoLlH5N/YB9ZWbn4vH7citcgZpcXq82Cosg0ym6L1aagKDKHi/LYt3cPdoeNDh264XDYIwja74sk7aDtsC4IaSZMD+LgS5IR7hMM/dGr3T8hwi8EwkTSuuklKmgjtdmTufmme/F5VfxeD6pfw+dTKSspY+OmtVgUO+3b9KKgMJ9NW1Zz8/WP4HYZSVk0TUNTdTRNq7v34IlC838D/kokxaj+oao0zUrg3I65fDJzPbddfg5GJIeMEXwsQ7BYnVCopuIOkrUediDTQ13VSOINbA8StBBSNcdZHWO9MXYgnEuykOKQGDV8IIuXrcbXsi05OY3wmzOTQciOvH3HFo4VHUWR5ZB/gaaD3e6ge48eRoy5qiMJuOOOuyLJOXCf58yfx9DBgwjmKX/zrXf4+6svEkPjOMWWnH0SXvFPAnQVvHWOfjptOK6TWBCe8oLrgE/M3szFJeV06NKdtau/p1GjxtUl3ZhVrMKhSHWSoEMzDTtHhL4HPms6zJ8/n2HnDw91nz17NiOGnx/wIjQRdAwnsfDFqCFGM+ZczJCJVsMfPnKULj0HsHntIsPGrUec982W+m0+qP2EfznczsrGCGkvZscAXWPQkKHcc/fdXHH5ZZE7BM5nw4YNpKSm0axZs9CDVot66EaTXHRBiloLl0Q5iMWS4mo6brCfJASLFs5n8KCBgZevyOxXO3b+jNPlpkuXrjEToJiPuXbNGpzOKvr17cOAgYN57LFHGHXhhdHX5WO7I+GGGk/qJOD2C97eBrSDYBiLxKrt0/D4nQw75ybkoM3ZKmOxKyGp2lhaIqRsHZU9+7aA0Gnd6iwyMrNCUrVikUN2anO2qCBqy9YWERtripENZvTSA4lDzHWYzSULzTG1EL7Pqmrsp/qN1KRmqfnQoXz27NmJzeKgZfMO+HwqXo+P/3z+d1S/ylWX3RVd93m/pmktbn9wyCmrX6gtfvBN4Hbj4hi/uwU/HuS+1+az8ZM7kOQA2QZTmJr6RWRmE1HbzZnUAolbAERUBjidsJNsLMdZs5StB6VsyWJ4h8t2lq5cT/NWbcnKygl5eoNhLtq46SfSUxJp3TyXSDKVqXS6mbtgCecNG47dkWDUMw8gVDdawMYNP1G/fj2a5uYgNB+z58zhiWdeYPXyeWENivG/0oG2tuTsn3/RjTjJ6Nmhqb7mv4/Xqa/UedxpcxI7ESPsVOCoeUW9eunceMMfeenl10BI7D9wgCVLlnD3PfewavXqmlXTMZIh1A1qNRKtqqri3XffIzklJVhxiM2bN9OyRfNa7aLTZ87jg48/jZhL3edhhmxahv8wL782mT9cc4WhPjb9gYBjupD/+wsOVGfYE5Ly0LXp4RckY/nInx7mhRcmGh6fgcxFX341jSlTpoCu0aVLF7Zv21bN2ccsQUF1lbR52/EwZcqnHDwYzsIY3O/QoUPs27cPzZSNKrht544dPPvM0+iahqr6QyFDoZceUxamtm3bUlJSEvPYQSnO7/cxY/p0cnMbMXBAf2bPnoXP5+WCEedHjGWMrU2u25n9chw+vP+jvEPbyS/YRUlRMc5SN22zBrDzwBoK8w/hPOam6piLfbu2M2feJ1QUV1FR6qS8zEl5aRWVFS7KS52Ul1Xhcak0b9KRtq26k59/kOXLF3K4oBB3wH7rqvLidvnwOI0Y6+C64HrzuhXLl7Lqh+/xBNYF47I9Th9upw+Py28sA2O7XT7KSip4adIzHNi3P7SPub/HrRrN5Tea0xcaP9j27t7DsmULOFZ0jLNa9yQ3pw1VlW4qy10UFhawbOUM+p97Kc4qD26XF7fLi9fjw+vxvX0qyRlgd17xv1ZvzWf99gJcTieoXoZ0aUBKgoXP528I2Z/Lysp4+NVvOXykOMru7I2yVwds0H6zjdoDPif4nOg+J7qnPNTwVYK3DLzlCF85kmrYoffu2c1nX02PsFNLalXYdhpYN6BPd/L272HLlo0oFon33n2LFSuWsH79GhJsFlo3zzH6+yqN5jf2T3LIXHrRSFat+iHiepidBivKy6mqrKBpbo6hSdT9PD/xbzw6/m4ktHC+CON/Nf9MIWfAmFPgmh+3nUbUmaBtKTlehPSu8S0syY5/4H6mTp3KipUrOXSogAEDB+Hz+VmwYOEJT2bJspXcce/D+NVIu/O/3v+Yvfv2R3YOPJh37drNRx9/THZWFls2b2LGjBnIkqBNmzbhfjFw6FAB+fnHz6cf0zZdq7peJv/QET759HMeHn9fyGHORNLvW+u1PB3Gjjei5zpi+HASkxKZOnVqaF3BoXwOHQpkG9U1unXralQri+F0Z0ZRURFjxoxh586dEYS9YOF8li5dEnNCmqYx5dP/sGzZ0oh91qxZw+HCQiQBc+fOrRaDebToKPn5B/H7/axatYpzzu4dmm9oadKSSFL1n3VwPL/fz4wZ0xkxfBg5DbLRVB/PPf8Cf/nzo4aji3ksXV1vT0j6odpgJxm6R3ozmQZVVl8KpcVH2Z+/mcLD+8lJbsOyDZ9SXlSO85ib4qNFlJYUUXXMSeVRJ84SF1XlbsOZLLqVu8jOaEb7tr3Izz/I08/dy8efvImryhNyutq5YwdfT5tikKipBYl64aLZLFwwK4K8g8QeTdrBdRXllRQUHOTokaLQerdpXPMxzKTscfnI25/HsmULKC+tpH2b3tRPaxRxTs4qN9/N+ohunQZhU1JC5Ox2eXG7vR6v1//uqb5Xrf/44frerdOXdWuRQsHREjbvPsK2PYd5+sbePPv+Mnweg7SdVU4OHi6lvLwyTMT+QIsmbNUDfmM/fE7e+XQ2L745FfwuQ+3qd1FZVsIr//oSV3mxsS7QgqQ9b/FKPv1qboiwqzXVaaSC9Tvp06sT9dOSWLJwPqtXr2LRgnk0a5JDx3ZNAw5nblPzhLLTGXZqQ6KPJfysXr2Kfn37hLSUM2bOxuPxcPnFI03/K6Mkp9DVN071vToh6Bq6t6JO7XSirk5iQfwd5PsAw9grJDKzsrnzjjt58smnmD9/PgBvvfUWixYtQtO08MOyDjbo9LRUMjLqRzxgNU1j5ux5pKam0rxZ02r7dOnSmaVLFiNJEi1atKi2/c233qa0tJTHHnkotE4XMreNvZmQGseUI3zi3/5J29bNufySsKozIsSrFgT7PPaXp7n1lpvIadAwdIxA+IQbIb1+3IFODuYDa4GQKkag8cLzz3LzLbcx6sKRJCYmcvdddwQmb6iKGzRowJYtWwAjNNHstBX8DmCz2cjMzKjmJb940SKsVisDBgyMWC8kgUDwzbffhe6vEPDzzz+TmpJM27ZtWbx4MR988G+ysrLo3r1H6Nj9+vVjQP/+CAEet8vwNdB8fDb1S/IP5vHgA/eHXoDcbjeKosRUbwsBa9asZviw84wHja7y4Ycf4XA4uPjC4ZG52I3fw4u//PLXHV9vfr50dNuJb+qa9JCD+jioj4REp/QM5u57le37vyfZXh9JkeicNRJXiRevVcXqULA4/Ibq26HgT7Ti96n4/Zbw0q+SndGMZk3akVk/lzWrVxhxrpJg3fql7Ni1mezspuiaht/vi1Bz9+o+EEkIjh45SmpqOrIctl2XVZTw6mtPccMf76ZFszaofg23x0PegQOMuuA67NZkPC5faJ+9+3fw7befcu+9T2Kz2ULJNFS/xsG8/Rw4sIfk5Pp0bHc2Xq8fZ5Ubt8uL3x8Ir/KrHMzfw9qfFnHXza/idkcWBJEk8f5fXrzsaPS1PSXQ1BcF9G+RbYT7qapGWaWTZIeFv09dzfhrepOTbmHKkwFfFXPxEiEb3yXZeDQEnyuKLWSTzki2Gr/FoLSmqRw4UMB3C9dzcb92tGqSWS3metwVfbj1ir4GYZvirCVJQdcsPPzCu3Rq347rrzFCnZo1TKdpbhZDB/c3pqV7Q+TsrCjloSdf5M4x19KxfTvD3m06/WDZ1mjYbdZApjQVj7uSRx5/hlf/+oyh7dJMfntC2oKufncybsVJw0m2QQsh/o1R0coKjNV14+EijDebtwA/sEfX9ZdrG+eECNqWnF3oqSh6TRfyn83r77zzDt597z0WLlzIkCFDACMOrqqqKlw1KFQByrDX/rRhE6Vl5Qwa0Dc0TudOHejc2RSzLiQkWWLa1MgA8mjCjCUxBdG4cROSk5IIeUtGFOyIsh0DiiIjK9UzZR2PpIPbli1fwcofVjH5n68HPLqDA4AO/7Sl5Jy8Kju1wJ6QpLudlY8BRp7PAPn069uHPueew6SXXuaZp/4S3sFUoSszM5ODBw/SqJFRv/vokSPMXzCfa6/9Q6h7SkoykyZNMoYOeYLC8xNeCPWJLqQBxr0Kkryu6+zZvYsRI0aArtGgQQM6duhIaWlpyL5pfkHw+XxG9a3APBVFrpaYf+X3P9CnT19qgtfjMQheVzlWXMwzz73AN19OiQjpC9yztUDdUgudBHi9romapt4KpJrXt00byK6jqxjQ6BZk1UJRcQGFx/aSYE8iM70ZtgQLFocFi0NB9ap4bDKbdy2le6cBJKekYvUoWG0WhvQbHbJbS7KEosic1bpbwPNZRUgSlsDvXtPCL9Oq6ifvwG62OzcjyRJJick0bdoSIWTSUjPYt3c3hYcK0XUdWSg0ymlGvZQciooL2bNnJ5IsUS89w/h56QKvy4/mE7jdLrZt34jH4yajXg4d2vXG6/VTWeHC6/EbYVOBpd+n4vP5+WbWO/TreRkWEvBUhUlPkqUqSRbPcpogDf/XTP+MG5cCA8AoPnFOm3p88FB/+o+fTu829chMS6a40ktGqoO0RBsJdoWkRLvJDmv8bqf/sI/WjTNo2ywrQKoKlw9sbfQxEUb73CQWTR4TXm8m6IA9WxIyqHIEQeuyYdtullOPpjnpSGqV4WCuqyDbQQr45JhSj0r4UGQZWUQKVfvzws+EIIKx8JFQef0fb3JW29YMH9LX5PcT3El93FK/zSk1RZwwgiruuqG2YhnGcLp+M4AQ4nWgIZAX2NQP2Kzr+j+EEB8LIay6rtdYbrPOTmJBeCqKUnUh7wHqBaWWAwfzmT9/AZMmTWL16tUkJycze/ZsRo4IOG3FqCL1xNMTOHashDden2SazfE07saPOpZzRK0wO6uZvod/NMd3GCsqPsae/Qfp1aNb1FzDc6qqqqLXuf157pmnDEesyPHKgBa25IxTkZykRridlfOBoWYv9kOH8jm37yCmffkZ3bt1DXc2Od5NnzGLESNHIkkyX3/9NX//x9+ZOWMmdrvd6Brl2FWXGs5mG7YQsGrVKtqf1Y6U5KSIOSxdupR+/QcAYUc0SQi2b99GvbRUGmRnRGpkAvMur6hkw8ZN9Op9NsuWLWXAgEFIkhThdbxk8SIjkb+uctPNY0lNSQp4mFbDMFty9vzar+7Jxfk5Dz6uaerzwe+SJKPrGmuPTaVBwlm0TD0bSZKRZQt+vJT7C3A4kmiQ0QJbggVbkhUPlXy79HXOH3gTrVt1wmq1oFhkrFYFxSKjKIazmCRJgTzLUuBY4Rsa5Xhl9AuQuttdRX7BPnx+Lw57Io0btUBRDEndyFYVdhQzjiOorCzlYMFeZNOLtGKx0qLZWQgkNm9dT4PMJlitDoOUPaGYZvx+FZ/Hz9qf5rN242yuv+gZhB75UibJ4oVJ719fNw+fkwTvN9eeC6wEwsmUJJknPv6JbQdK+fLJYQgh8Krg9PipcvvJO1qJ3SrjsNnQdah0+Xj6o9X065zLo9cHkuKYyBWILOkZhNnpLEDqSAEHs2Ct7uA2xWasVxJAcaAHqoRpcmLIeQww1M6aO6TOBuOZpkt2dCUB3ZLEgiWradCoMZKQadLUiOIMenHLimDZ0iUMHtCHbVt+YtjIy1g+7ytaNm0YrT393pLRrs9JvRknAT1aZ+irXr/w+B0By4Uf1clJTAjRDrhf1/XbTeuuBVy6rn8thHgZ+Juu6zXaWk9UxY0tOaPMXVkyESG9FPyhNM7NpVHDHAYNGsQjjzzCDTfcQJvWrWod59knH414Uz9ZmD9/PpmZmXTp0qX6xphSdN3w74+msHjZ90yfNsW0NvKF4fEnnsGiWFi6dLlB0GYHNJhkT0o/reQcwKPAaoJsp2s0zMnhry9OYOxtd7Bi6cJAfVbC10TIDBt2HjNnzGDURRdx6aWXMmrUqJD9KRYi4pejPHXNZG62PVdVVhjx5DVkYQvuH9ynvLycFoGyntH3UEeweMlSLrxwFKtWr+aRP/2J/3z6X1q1MuX11vWQg9yXX33FwsWLadG8WbXa5sB8W0rOaSVnAJ/P86quq3dpmhZKmi5JEm0SB/Nj2ZekyTkkWzORZQuyrJAm56L5VPYe3EhaSiYZ9XKxOOyMHvgYtkQ7zlI3Pocfi03B6wl7fAeJ00zOsbRQwf+nJBk5vxVFRpIsNG7YBkmW0FQNr0fD7XIZBK2GYpFDYyoWGasliVbNOiMF8oIHCdzj8uP1evngk5fp03sk5/QYEVJpe70+VL+G1+XjWHEhC1b+B4c1iUP5e8lMCed7F7IolmRpUrXJn2JYL5nyvXvaVd8AlwRJVJJkHr+qPec+OJsPZm/lxmGtUYAUK6RYJXJSUkJkbsDGB+P7UVzuYfuuA3hVQYVbpXmDFBwOG26vn90HS0hPthm1ijWV4kofGSl2crNTSbAHMovJNoOQ/Z4wWQdJXvWGPMLBeAjogAhmNguWIA0W8Ag6cYXCtwwvcJDRELz+2mtYLFYmvfRKeExhVCaUBHg9bsaOu5eszAy+mzWP+28PpBcOR7FEFjw4U6Cp+F2V//MwQogbgO7ANOCPwJ1RXQ4CQXLKBIprHe9EJWgAd2WJBSGtRciBAFOJvIMH2bhxI/fddx8PjX+I228P1KOuKdTKvC0wRs0wRQtF58Y2SdCrV68hp2FDJEli757d9OvXLzxEXaToWiRor9dLSXkVWZkZMaXnL776hieeepp333mTxMQUunY1vSDo6haghz0x1VPLSZ4yuKvKJgOGsTlwjrquc9OYW3E47Lz9hmEWj9ZMVFRWsXDhIoaedx6JiYk1Fp2IVawkFsyOX4cOHaKstIT2Z7WL7CQkFi1ewqBBg6pJ4ocPF3LkcCFdOneqJlEsWbaCjh07kZqWhqbpHDp0iEaNGkVIz4sWLqBH924UHT3C4KHn8947/0RT/Yw4f0h4KF11A12sqbk7a76ipw59km8cDUzVTA99gCO+XRT4ttE1+RKsSgKyrKAoFmTZgqLY8FKFUz9GTmZLklPSsDiUQLMEbNUKloCK2yxBG8cwfQ4QbzSC+xgq8oBmI0DIQenZ71MjSV0SMfeL3re4+AgOezJ+n25IzN5AkhKXD7fLzZSZz9OmcS8SrOk0y+oSIUFLsrhp8ne3fXjy78Tx4Zx6SVNgM5BkJt7NByq54OklzHl2EB2b1at1DLP0HVyWO714/GBVJFITqr8Uu306R8vcVHk1qtw6aSkOWubWQyj2SOk7SNyyFazJYEkwlrLDyPct2w3yjXg2EyJoIzQrEd2SxKYdeaTVz8JqdQCCxKRkpECMu47GrJkzOH/oQJ544kkOHNjPuDHX0fGs1jTKNtVAQP1Qyep60/942U8JurdI1ZdOqNk0ZkbyH2bVKkELISQgH5iFYYd+HjgXI6fCd8DkwPoDx7NB/yKCBnBXlXVDyKsBxUyumzZt4oILRzFjupHTODZBQ81pMo9v5zVmHlbHIiQKCwvJO5hPz57GdVu5ciUdO7QnNTVg0otVSSfWfI5XtzZ4bBM5b922jeEjL+a7b7+ia9fu0bupwLn2hKQ1NZ7YKYa7qiwJo4h4M/P5VVZW0m/wcO6+cxxjbzZCfaNJWkcwf/582rY7i5qyacX6CcVyLAtCCFi4YD5Dhw6tLj0LiYWLFjN48OCYcdCzZ82if/9+JJmc03b+vAuvT6XdWWfVGDu9edMGkpMSycyox5DzhjP25hsYd+sYYsTlP2RNza31T3Oq0dN25efAlZFrBfvVtehotLYPCJGzLFuwWGwoig2LxU6ZvxAUP41zzsKeYAvZpy0OJRRLrQSyigERqm4zgYJBohCIzQ6SbEDdDYQIOVp6NsYVUZK3IU2Hxzb6+v1qwKHNaD63H9Wr4nX58Xv8zF/9b9weJ8O63YrmCyQjUUM3efp7i+666KTfgBNA5acjbxey/Gb0+v8szedv035m8QsDSEus7tMSRKREDUJSwlnxAjCHHkoxCP1ohZ+j5T4kWaFB/WTqpSWGVd+y1SBmJQFsyaA4ELYUdMlmqLel2HMLFu7QlGRDvb10DQMGDQkV4ADjv+Xxupk/bw4XDD+PaV99xXMv/JXvF00nLSXBSFeqa4ZkjnoI6KBkdS097kX9FdCtWbK+6KmudeqbPmb5mVMsIxaEEC2AZq6qionAE2aVSKdOnXj11Ve4YvSVLFo4n9xGjcg7eJCc7EwURQkXMA/9xyID4mtC7NKP4c/r1//IyAvCGb7OPfdcZs+ezQUjR4T7BR7Ee/bspaS0lB7dYqjBj3f8KEn/UEEBl42+hkl/fYGusdTq8NKvSc5CiATgmvwDe26tl542F8IlTJKSkvj80w8ZNvJimjZuyLDzzqOkuAjZYg2lMhVCZth5Q1m3/icKCwvp1atXjGNUJ+maanQLYYRoJSUnR768Ba5vcXExaWlpofEqKipYvmI5I0eMRNdh+IgRLFiwgKzMDLp06cKBvDwKDx+hT99+NZJzZWUFx44do/1Z7Rh95VX06N4t0oufEDl/D7xax0t7SiCEuLY+zZ5tJDoNAjJ1XTOyQwENRQd2aSvY71pLI0snhCShSxqJtnQUxYeq+kmy1EdCZl/eFhyORHIyWwYkaIOoDYI2nC9FIClKMDmKObtYdMKRWEQeJFZN01F9Kqpf4+d962ma0x6b3WEU6QjYvYPSdBBmCVoN1HdWvWrEcu3WmRQW7eWiXg/idxsvAX6/j0pnCZKQymxK4rjTdmNiQAjRX5ZYX/LhsAXAUPO2a8/N5KfdJVz70iqmPdITiyw4UOSiSX1bzeMFSVeu+TmoVSNohfoOmcxkBwiJI2WVrMsvwu2DPl2ahP/sQga/1Xjp9ntAkfhh3RYaNsyhSW7D0HPN/JzThUHgGpbQdiMaw/hv7di+nUP5eVxy0ShWLl/Gnx57gpnf/Je0tNSw13ZY0LntTCVnAF3X8Htcv/Y0quGXVYuAi4EbgeeA9dEbR19xBXfddSeXXno5hYWFXH31tXw6JTI3R5hwZSKSfET1CcURB2FWbQew8vvvOfucyHzXQgg6d+7M6tXVufHd9//NP994M2oeJ46SklIuu+Jqxo65mWuviVlmcSPw9C8+wMlBO+D2Rk1a7CZQKNysNWjTujlTPnmPMbfdzZq1a/jTn//C0888Z2w2xRb36N6V3EaNmDVzJmVlZdUOEswSZc4WFWubqqp8v3IlZ/fuXX2mQuLHnzbQtWvX0Kp58+bx7DPPUF4R9GgVDB16HplZ2cybv4DKyir69esfcz5B1fa2bdvo2bMnd919DwB/f+3lWHGclcDN1tTcX827VBiGwXHF7Oum69ptesgcoRlN02lKD4q1/RR6t3PQs4mdziV4vS48nkrcbqP5vG7SpEZYfEnsyfuJw4cP4irz4Crz4A4soz+7ytx4qry4KjxG8pAqb6i5Kjy4Kj143D7cbi/OKg9VFW6qyt24Kjw4S1y4yjwcO1zEwuVT2LNnc/gY5ca+rioPTlNzOY11HqcPT6U31HwuPz6Xny27lrNx9yJGdLsTSbPidFay//BGCot3ofpUvB7vQ5/88NChX+teBXC1qnGVrqm36Jpaovq9mNtzVzUl1SFx6+QfWbH1MKMnrWXHwVJUvxe/11Wt+dyVRnMZTfW4am2a34vqdeL3OvF7XWg+N5lJgm7Nkji3TQrfb9iL5qmKjLnWA0lSNC+vvPM573/6Teg/HknO1rD5UEih6As5UO95w08/Iksw7LyhbNmyietuuJkP33+bTh3bx/IpeU/J6jrjtN6ZE4SuqfjdlXVqpxO/SMUdiOWSdV33u52VjYG1CCnL3EfXdZ586inmzpnLs889Q99zzyUp0VRv+URzc0fnpA2s8/l8LFm6zFCXxsD69evJzsoiN7dR6LherxevxxVSk8ayi8dMQ2qaQ0lJBRdccgX9+/XjxYkTjAd+JNkXIaRedkfCvhM70ZMPIYSi67rfXVliAeYJXQ0EKYfPceasuYy76wFef/lFevbsRpPGTWOmVdURrF6zhorycjIys+jcuTNCCFwuFyUlJTRs2DDmHDRNY9WqVVRWlDNo0CCsloDyxiQ9azosXLSYIUPC91LVNEpKSqhXL2zLi5bOa0tHKgRs3LiR1157jQMH9vPNV1NJSkyITjurC129zJqa+80JXdhTgOC9AugsRj0PVPNO9uJkDz9Qn6YkkUmqNTuk7jZU3bYItbdLL8dDCVn1mpOUlIZilRAmyVmSBbLVsBELOfY7uyQLFGukitrv1VC9KpqqoQdUz25vFTZLgpHvOzB+tNSuB1TUmmqorI0xwstt+1fww7ZpjOx2L6n2bIpK8nB5KshMbAlGXePXpmx46IFTcf1PBIEXKl3Xda3k/f7nAzOJkjRcXpXr/rGVeokK1/fPYkC71EjnRs0fe+yoFJ+xbNVmdbdksRpLxWbky5ZkJMXKiu3F9OveJtIGbUkASwLlTj+OxFQUmyPs0R0iZwldtqNbktAlO19+/R0ZGZl4PB6sFoUWLVvSpHFjNm3cyMWXXMrfXprI6EsvAnNFLiN8axW6NtCS1elX8b+pKzrnWvUZd9WtxnyTPx86bSruX2yDNsPtrOyLkBZiBGWHoOs6Tz75JDNnzuLrr7+icaOcyB2jSNrn8zFn7nxGjjg/HN8a7TwWJU3PnTuXQYOHYLHUbOepFvIFZq/CuhN04JiHCgq5dPR1DB44gIkvPB+2I4X7+RDSMLsjIXZKrV8RnoqiDGANqM2AiHswc/Y8xt31IB9/8DaDBvSjWu5ziHDKmzZtGpIkkZycjNVqJSMjg4ICI2JAluVwXWFdQ9d1evXqRVJSUmhdSP0VGHPNmrW0btOGlJSIUOBaHc+gunrdTNA+n5dbb72VHTu2s2DeXOMlsbqz4hO2lJznOcPQWYwSwFfApdHbPFSxl1XUpykZtMCi2JFlBYvFWIbJ2o7FYqNKLcGpl+KwObBYbWSkNcZuSwyQtEHMijXsyGUmUhFYFyRoM5n6vSp6gGjNCI4ZJHYRRfDBcczkrqkam/YsYv3uWYzofA8p9iwOHduJXU4m2ZoZPOZc4ILPNj9ckxPLr4Zj7/Z5AHhF1yKn5vJqXP/GDpIdMpNvaoZdMYUkBipdme3MRRV+dhR66N82YGYyqbyFJIfIWwSIOEjWkmJFyOF1ijWB/cU+6tVLJ61eRsAGnQAWh0HSsg1hSTDs0bI9ZJMOqrZ12W44k0mG85nX68Vqs4fm8v0PP3DtNdfyt5f+yujLLwl4gEcQdD6ar5cls8PxUzb+yujUUNG/HZdWp74tni7+bRE0gNvlHAO8F71e11Ree/3vvDH5Tb764r907tQpxt4G1q3/kdvG3cmU/3xEmzato2ZaXc29bt16UlJTQ6E0NXkZb9y4kUYNc8jIyIgkhjo6iZkJesu2HVx65fXcdsvNPPTAvYYjRnBO4X532hOSqjmOnCnwVBR1AnUlkBT9krR46Qr+ePPtTJr4LNdefRUQ23Ne0zSGnHc+1193HWPH3lL3g0c765nGrsl7G6oX5agNwXtfXlbGddddR1JSImNvGcPw84fFiib43JacHdM+cSagsxiVhBFvW+2P48XFPlaTRH1yaI8iW1EUW4TzWHC5tWwBsqTQI+dyhCIo8xag6m4ki0RyQiapiZlGrLM1YGuMkqSD0rZZ6nW6KyipKEBVw/8VRbKQntAQi9Vmsm8HJfSw/VozSdEAql9l1fZp7DuygWGd7iTRkk5e0WbqJzTBKiUGyflnTdV6T932SOkpuNQnBcXvnP2+rvlvDn4PkrXHp3H3RwcoKPXxwdgmpCeEH1DBPsHlv5aWMGeLky/uaFRNcpZMduogWZuJWlYMSVrIMrI1AUmx8/MRP2e1aQqKIyQ9RziPmeKjddmOLizh75IlJFFHvJx//TX33nsf777zNsPPHxr4T3kJpvJE87mFrva31G9jTuhxxqJjjqJ/MSbl+B2Bs14o+e0RNIDb5fwzMKHaBl1j6hdf8uD48Ux68YWa7LUAFBcfo359U2hCtI1YSKiqyuLFi2mU25i2bdsah6glOUZlZSXbt22jV6+etRO0rrFu/Qbq1UunRdNG4ekH5vD5F1/z4J/+wqSJz/KHwDnEUAM/a09IeqrGEzxD4Kk4PARdmwHYo7dt3rKN0X+4mYsvHMmEZ5/CYrHEJOmSkhJS09LDJT1PFFEEPXPWbIYPHx4Rk2uubmX+DpCfn0/+wYP06tU7MET4obdlyyauv+46zj9/OJMm/ZXly5aGEpSY7vs8UC+yJWef2eo3MaoRsBSolstWxccB1qOj05hu2OXEkPQcJGpZtiApErJswao4sFjsiIBdUbYoOP3HcPqPgSxhs9mpn5yLIkcow0Ke25XuEkrKD6FrOhYpkRRLJrKkoKk6kizwqx5KvYWo+FAkC1mpLZAVGQ0/heU7aZrVCUkxhU2qGm5vJQs3fYBf9TCk/a1YJAcHjm4kO7k1MlZ0Q52ep6nagKnbHtl3Kq/1/4qit3pYdE39AsNPJ0JC1jSdidMP8/WPFbxzY0O65Ia1fmaSVjWdCrdOWkLQMUuOqeIGg7CDZC0pNiTFGpKmZZsDxZrA1gIP7Vo0xGJPjiRnS0KkV7eSEJCk7cxZ/D3nnH0OyWn1Igjar2o8++xzfDplCp9/9hndu3Ux/adCBO1FVy+zpjefeXqu+v+ODg0U/dPrk47fEej6ctlvk6AB3C7n00AkQQUe3ps3b+Ha666jf7++/HXihHAa0Jgzq07MAPv27WPb9h0MGjQolNWqtlMw8i+v4ax2bUlOSgzMp2b19o1j76JxoxwmPP1YaIzKyioeffIF5i9cwpSP3jHFOFdTAb9oT0wN73iGw1NeMAKYJnQ1RNLB8zlWUsaY2+6mtKyc9976Jy1amTQaMRz1Thhm9XZgTLfbzcqVKxFCYHckcPbZZ0ckLIkm6QnPP8fWrVv55JNPTXOD9957lwnPP8+klyZxzdXXIAQsW7qEvn37IksieP8XCV290Jaccea5bsZAZzGqKbAYaBa9TUfnMDsp4SC5dCZNzolJ0ubYaSEMwpYkOYKsNeGj3FuIqvkML3F0RDDHDRoOOYUkS2ZIJR2NIJFLskDDS7H7IELScfrK2VawmGGd7iTJkRbqk1+8k2XbPqZZZle6N70IXYO8Y5tokNwmRM6aqudrqj7os80Pn7oa6icRR/7RyQpM0zT1AqguIc/cVMmjXxzl7sGp3NIvBYHZJq1GfK6JmM1LIcnIJht0UJKWbQ4s9mR02caG/U56dsgNqLgDau7gZ2syWJICBG2jyiMx6KI/8vADd3HFFZeHCHp/Xj63jbsDSRJ8+MEHZGVlhQWeMEH7hOa72prWZNopvswnFe2zZf2jaxLr1LfX3yt+uwQN4HY5H8cIzjZgkq7Ky8t55NHHWLxkCZP/8XcGD44sqhDzoR8ghB9//BFNh+7djVjjuqo7Fy9ezOBBA8nPP8j8efO58YbraiToiopKbBYJm80Ih1iy7HvG3fMQ/c7tzUsvPmeEEMRIVIKQnrEnpj59/BmdWfCUF5wndPUbAgVQzC8cmqYx+a33efGlV3n80Ye49daxhm9AbX4BtSFWZbAaXsSKiop4+plnmTBhAsnJhurJ7Aymazo+nw+n0xmKdd+3bx/3338v5RXlvP3WO7Rt1zbkUFZWVsqe3bvp0b0r6OocdO0ye1L6b4Kcg+gsRjUGFgCtY22v4Cj5bCSZbBrJnbApCZFStCRV+2yQsxy1lBCSFCLbIIKErGtatSyA+ZWbSbFmk2rPRgQzlJlU3JWeY5R4DmGz2ElNyMZmSeDHvJnsL/qJc1tfQ+N6HfB63Rwq3U7DlLMQuhwk5/2aqg/5bPPDe07+FT11KHy9vRX4XNfUS6IJGmDvUQ8PTi1GEoJJl6XSPEOp1scMc7x0NDlH2KEt1pAkrVgdISm6qFKl1C3RtkVDVv9cQolTZ/jAHtUJWklAl+wUlXuoVz8TZCuqrvDBx5/y1NPPcN999/HA/feHfYQi0zh70H2jbSk500/BJT2laJcl6+9d4Th+R6DfW1V1TfU5BrhR1/WBpnUnVCzjl4ZZ1Qq7I2ECMBYjW0oEUlJSeHPyG7z68svccfe9/OGPN7E/Lz9g34h8WM+ePYfiY0Zt323btmG12WskZ03XQy0awZCa77//gSn//Qyfz1etTxDJyUnYbDbyDh7i+jF3MvaOB3jphad4981XDXKuDh9wx2+RnAECKS0HAdVCViRJ4u47x7Fw7nS+/Ppb+g0cyoqVP1RXZ+sq69evY+uWzYTqKcdqdUFgbJfbzfr16/nuu+8i/AnMny0WCykpqVRVOZkw4XkGDx7AgAEDmTtnPm0Cpo/g7yEtLY3y8jKA94GLf2vkDLBRn56HkWx/eaztyWTSmgGAzjZ1Hkf9e/D7vaiqL6JVeo5xxLkbn8+D3+8xLd3h7z4vXrcbr9uNz+PF5/Hi9xnN5/NUG/NgxSYOV+1EVf2ofj+6pqH6jIxgfq+GXaTRKLEDmfYW7Dmyni/XPUtpZSG9m4/GJiWQX7ydI2X7yE3taM4Utgbo81sjZ4AG92316po6WteMsopmktY1labpgs/H1mf4WTYufesoE2eVUuEKP5eC/TxePzM2u/H5/KF15qb5veFWw3bV7yUjSUbze1C9bqYv3863SzYHwq38oPkNKT5YEhKon56KEII1a9czcOj5fPjRx8yaMYOHxo+vVqAmgKPAsN8iOYPxwu/xaHVqBIplmNpt0eMFcoVkYFwXM4LFMu4CugohrNH7mnFKCBrA7kh4DxgCHIm1fcSI4fy4bg0d2renT99+PDD+IQ4VhJ39/H4/L7z4V2bOnElpaSlHjhbRvn17gGqpJQ8fOcKjj/yJY8dqSHUd+NGNvuJyZs2cXqvHd+HhIzz4yFP06nc+rVu2YMPqRVx0wfmAyXEsRFBqEXCePSn9reNekDMY1tTcNUAv3cgMVw1tWrdi3sxveOD+e7h57G1cPvoa1v/4U0Sfd997n/f+/UGdjvf8hImsWbvO+BKLwHWNxrm5rFi+jJycnNiDAG63mzfffIPu3Tuza9fPLF26kgcfHB/KGR71rqbabLan7QlJt9gTU2usHnOmY6M+/QhGUoyYtY9lLDSiE83oTZG6hy2+ORT79+H3e9E0DVX1Uejazr6qtfh8nkBzxyRrn8/NvtK17Ctdi9frDK2LJmdV9dE94zKaJfdE09TAOr9xPL8f1edH9ascKN7ErO2vsb/4R/o3vYnBLW+lYVJ7Uu0NyE5qRU5qa1OQhfYfYMCUDb96rPMvRs4DO/wNx++6W9fUcbqm+qIlaQmNW/o4mHNPfY5UaAx8pYi3llZQ5Q6HXu04ovL6wkr2F1cn7+i2bm8lk747hOb3GLZsvxddVUPfm2Uns2lvMc+M6cc/x19gFOLQjP+ervmNms8BaXjTlu1ced1Yrr5uDOPG3sKi+XPo2LFDTaf6E9DTlpyx7NRcyVMPXQevT6tTA4p0Xe9pahGVrAKpPscDr8U4VC7hylZHgPq1zesXZRKrK+yOhBVul7Mn8DVGAvEIOBwOHv/zY9w6diyvvPoqPXr25sILRnLnnXfQvXsPpn/3LcnJycydO5dh5w+vNn5QOnK5XBw9ehSXq7pQFF0OzWzvMWPDxs388813+G76HK6/djQ/rVpIg+ysmH2DuwCX2pIz9tXW6bcCa2ruIU95wUDgbYR0Q7UOksJVo6/gkotG8e8PP+bKq6+lTevW3HnHOC4YOYJX/jap1rKfZhw9WkRxcXHkyhhqciEEVouCz+dDUSyhghyFhQW8+69/8cEH/6ZHj158/vlXRlpZjD+aEMYbcdBpTNP1YxLimiFDz5t3YlflzMRGfboXuLWzGLUReBmo9sbpIIVWUj+qpGIO+bZy0LeRbKUt2dbWNFDakW1tg6r60HUJIYyqWZomIUkaqhou4er2G4kZVDV2vC4YfYMZz4I/AUMDrqKhcrBsE7vLvkcSMu3rD6VhcgfDcUzVkQChyeiyYUvHsDf9+T/rx5/2AhinCo0e3vvOwb822QZ8oWtqFkSqsrMS4eXLk9h5xM5ri5y8/coxru5h54+97XRqqPDF2FRSEiJvcXSKUIBjlT6OVhhEbh4/pAYHbBY5IGiYwk0DRK2pfmYtXs4/3v+KTVt38eB9d/Dh+29hT0itbtYKYypwkz0pvc61Gs9EaDp4vP+7uTdQLOMqwAZMAroIIS7QdT3oMHfqi2WcKNzOSgvwBPAYtbwUHDt2jH9/+BFvv/0O6WlpXHPtNbRp3YY2bdvGDKWqKT7WXJQhLy8Pn9dDy5Ytq3lwH8g7yNdff82n//2couJjjLvlRsbc9Acy66XVeC66kFWMC/+MLSXnjPb+/aXwVBy+GvgnyBnBddEZ17xeL1998x2T33ybvLyDXH3VaK66cjRdu3SuM1GHUIvfgdPpZMPGTbRr145Zs2bz3/9OYc2aNYwefSXjxt1O69Ztq+8aLLlrEPS3QjAuKTGh8MQm9dtAZzGqK/AB4T99CLKsIISMEIIqjnFE/Zly7TDpSmMylOakKQ1RZAtCyIGynEHPYCmUXtSM6BzRwb5AaAwwiLbEe5D8qs0UOndQz96EVqnnkuFoYdhJg/sE7NxBOzWwDbjpP+vHx9Tk/NaRN7FRJvAGcGW0M5gZ+4pVPlzl4qsNHjrlKFzaxcawsxykJwVKQ1bL3x24b4EQK9liDYRYGXZoxZGMYnWgopBXotKicWbIi1uXHWzYW8pnc3/k0++Wk5VRj7vG/oErL78UW1J6IHlJMIlJhP9JKXCf3ZHw0Sm5WKcZLdMl/cWhNWtWzbjqS2+dncSEEF/ouj5aCHElp7NYxi+B21nZDeNh0jn2bIybr2kaK1asYPLkN1m6bBnZ2dmcd955nHPOOfTu3ZucnIYIU3nDaJgJesmSJQwcYKSCLCg4xKofvueHVauZP38BR44c5YKR53Pt1VcyoN/Zhm2llmIZwBbgJmtq7m8itu9/gaficBbIk4EroDpBm7F9x8/897OpTPv6G8rLyxk2bCh9zj2Hs3v3pm3bNrUTdg3jlpVXsG7dOlatWs1X06axf/9++vbty1VXXc3ICy4kwWFkgaslvK4EuDclJfGTOp3wbxidxSgLRsaxP2OSpkMOXyEClvDpbkr1fIrV/bi0MlLkbFKVHFKUbJKVLBQ5QAIx7kv0fQw6lmm6SqVaRJmvkBJPHsWeAyRZ6tMwsQONEjtiV5JChB+K4410RlMlWfxNksVT/1k//nf50mvGgQkNrsQg6kyo2THM7dNZsMPLN5u8rNzjpV0DC/1b2enRzEG3JlZSHXI15zFZsSIFCNrsJCZbHSBb2JHvRChWvt92hBWbC5j9w8847DYuH34O148eQYcOHQLe3AmhsCuEJegIGyTp6cA4uyPhN2t+iEbzNEl/dmCt5uAQbvjW89v24q4NAWn6fgxpOj08k8g//4G8PAoKCunZsyfr169n4cKFrFq1ijVr1qCqKm3btqV58+ZkZWeTlZVFYkIiNrvhee31eKiqclJUdJQNGzbgdDrZsWMHQkDvXr04u3cvBg8aQI/u3VBCh605UQnG2+JfgVetqbm/+weIGZ6Kokt1IU/EyOkdG6Z7t2fPXubNX8APq9awavVqCgsLad2qFa1atSQnpwHZ2dmkJCdjtztQFAW3x43L5aa4uJjDhw9z4EAe23fsoKSkhK5du3L22b1JS03lrrvvwREg5aA3t67psQhaBf4tBE+kpCT+LqXmmtBZjOqMod0ZDmESND6bJNcAsfp0D+XaYSq1o1RoR3FpZdikJBKkVGxSEhYpAYuwIQsloAY3VNZ+3YdXc+LVq3CqpbjVchKUdNKsDalna0yGrTl2S2xSDsLkMb5ISNLDU7c9su40XqpfHQcmNMjEyNN/q66pNYpuQQL2qBKr9vv4Ya+P9Qe8bMhzk+qQaZVtpXE9C5nJChnJFhLsVuw2KxoSPmGhyitxtMJPYYmbHfnl7MgrJTs9kXM65tKnSwuG921P61Ytwt7c1hR0JQFNTkRXEqKTlexGyH+2JyR9fnqu0ulDs1RJf7xf3Qj6tpm/Y4IOwu2sTAMeQUj3EgjxCcLpdLJ02XKGD49hd9Z0jh49yo4dO9i7by+HDx/m6JEjuFxu3B43uqbhcDhwOBLIzs6ipKSEEcPPp23btmRlZoRt0LHqQVdf78IoMPGiNTW35CRfgt8M3JUlMnAzRnx7bsTGmmxTAQmsoqKCnT//zK5duyksLOTw4cNUVVXhdhueqXa7DZvdQUb9+jRo0IBGjRrSrl07GjduHPIWXb58Oeec2wdZltH1Wgn6S+Dx1NTEHSf3Cvy20FmMGgxMBM4Ok6RUjaSN9SbyFODWK3BrFXh1J37c+HUPmq6hoSIJGQkFRbJikxKxSUkkWuqRqKQjCSVSfW2S2s3HMR37R0mSH5u264k5p+WinKE4MKFBS+B5XVOvBlPxqSjJOBRKFVBjg0R+ucbPhW4Olfo4XObjWJWGVxW4/UaEg8NuJSXRToP6STSol0hygpWOLXMMFbdsi0xYYg63siSHpWgjBWghwvKsLuR37UnpNYfA/IbRJFXS/3RO3Qj6nrn/Dwg6CLfL2RC4FxhDQOXz7bffMeqii6pVHDpe3WGIVG8DLF2ymIEDA2FoUTZoiJaUQwlMioH3ha6+bk3Nzf/FJ/c7g7uyxA7cAtwJGC71sQi6rnHRNTueRGDr1q3Uz8gkKyurGkEDXl3nC+DV1NTE373p4UTQWYy6GLhHCGmoFKgjabYzG99jqZ6rkWnUPmZbdXUirsmeHRh3CfAPIaSvvtnz9K/78DmDcGBCg67AAxgORnaoHu9stjGb03wGYU73GVRtS4oVSbGCJLPtQDntmmUgFFuYoBVbOD+3NRlhS0ELqbcTftZl+2Rk27+sqblVp/+qnD40TpH0+3rVXArUjIcXus/setAnEwE7xqNul/Mp4MqVK1c+3Ldfv851IecTQg2pKHUhm0l6FUKajK59bkvJcf+PR/zdwZ6U7sawnb3hriwZjJDuxCjkEP4d1VS3OwbcbjfFxcdIS0slMbHmLD5GNjFTfWIh0ND3I4m3dU1/NzU1MTrWMA5goz79W+DbLtLFbTRNu0OSpJt0XU0TgVzqQe9rCHpdgySFPwe/B2HuEx7DWG+sk0JFH4J9AigHPtY0dfL0/RO2nspz/q2iyeOFPwE3HpjQ4EEhyTcDtwtJbglh569YGcPMVa2CfSWLtRo567qOT9VilVk1EAy38ntUISzfoauTdV2bb63X8v/FS5Smg/sM1A386hJ0LLhcruYYuWwvBvoDltqmGZSizWUI6yhB+4FlQle/Bb6zJWfsPpnn8f8B7qqydOAC4GKEPAIIlOAJP9ndbjfr1q/HolhITk6itKyMqionNpuN7OxsCgoKcNjt9O7dK+Yxli1bxjnn9kFRlE26zrfAt5qur0lKTDjzfrxnMLopl1qBwULIFwMXAY2hZmnavC64PpbKPJZ9W5KkQ8B3QsjfSpK0cMaBifEX3hNE/kvNewhJvjjQuprJ2Zxz21ztSlKsyIoN2eowpGtJBqGwbf8xGmQkk56aaLxEmyVo2VqJkjAHS8K3WBJmSK2uqDX05/eInj176mvX1k0BJ4T4/6PiPh5cLleqrjMQ6AH0DCyza9vH/JIYRdBHgHXo6jpgLbq2xJ6UXnpKJv7/EAEHwD4IqReBe7Vx48aWR4uKRb9+/fD7/VRWVpKSkhLKox5EQUEB27dtZciQIcFVVcCPwLrlK1bu7tu373cOh2PfaTyd3z26W67oApwD9JQkqQfQEbDURtQ1kLRfCHmLJEnrhJDWAT9Ikvzj3IJXzuyHy28IRyd3bSwptv5CkntIirWnJMndJMWaLJnU3YDhxa1YEYphTz1U7OFIuYfMVAeNsgOZEIW8B9m2Dtm6DsW2Btm6Qur+wP8r59doxAn6JMLpdGUDjYCGQE6gJRJQtQqBH3ACBfv27ilu3rz5PiDf7vh9xsKeydi+fXtq06ZNG2Pco+D9StN1FAylhx8jPvDw4cOHi/w+b0Fubu5+4IDdkfALSmTF8UvR03alDWgCNBRCygEaSpKcgRG6JQshqZIk+4BiIaRDkiQVCCEXSJK0f3HxW3EJ+TSi8tORQrJYmwhJzpEVW0MhyTlCkrOFJNuFYlUQir51/zFrdv3kI/VT7HlIcgFwCCEfkAa+VPZrz/9MQ5yg44gjjjjiiOMMxMkmaCFEP+AajPCgF3VdLzBtexEjcsmp6/qjtY1zynJxn04IIR4UQnT8tecRx/EhhLhECHHJrz2POI4PIURHIcSDv/Y84jg+hBDJQohnhRBpv/Zc4gCMXB9VgRYqEiGEaAJYdF2/F5CFEI1rG+RX9+I+SeiKkeN08688jziOj06B5Te/6iziqAvaAd2EEEKPq9rOdNTHeA5mYiRWiuMEsG7dujlCiIzj9wTALoQwi9vvRBfMwEi9ew1G0qDrMKrogWGaDRbLOEBk8Yxq+F0QtK7r1Ys7xHFGQtf154/fK44zAbqufwF88WvPI47jQ9f1fRhRL3H8Aui6PuJkjBMoltEd2Kfrul8IUQK0MnXJJ5zsqTFGIamax4u/GMcRRxxxxBHHyYMQ4ipgMIbz8ngMku6m6/pkIcREjGpXHl3XH6t1nDhBxxFHHHHEEceZh9+Fk1gcccQRRxxx/N4QJ+g44ogjjjjiOAMRJ+g44ogjjjjiOAMRJ+g44ogjjjjiOAMRJ+g44ogjjjjiOAMRJ+g44ogjjjjiOAMRJ+g44ogjjjjiOAMRJ+g44ogjjjjiOAPxfzkOSnRlClTSAAAAAElFTkSuQmCC", "text/plain": [ "" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "aud_ev.plot_topomap(times=[-0.2, 0, 0.1, 0.3], # bit arbitrary; -200 should catch the baseline and should show no activity\n", " cmap='PuOr',\n", " #show_names=True, # don't do it unless you upsize your plot \n", " average=0.01);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "Combining the above butterfly and topomap plots is the plot_joint() function. With no further arguments provided it will select the 3 points of greatest variability for the topomap." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No projector specified for this dataset. Please consider the method self.add_proj.\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "aud_ev.plot_joint();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "We can also **plot the evoked data as an image plot** using the .plot_image() function, which returns a heatmap that reflects the amplitude of the average signal for each channel specified in the picks parameter (which defaults to all, if not explicitly instructed otherwise) over the epoch. Check the API in the provided link for more info on how to style the image plot." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "aud_ev.plot_image(picks='eeg',\n", " show_names=True, # would be much more informative if sample_data followed classic nomenclature\n", " cmap='PuOr');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Define regions of interest (ROI)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### We can further compare the average activity of channels for differnent conditions via the compare_evokeds() function.\n", "\n", "If a channel or a subset of channels is provided via the **\"picks\" parameter** the average activity in the specified channels for the specified evoked objects will be plotted. If no channels were specified the global field power (gfp) will be displayed (which is the the spatial variability of the signal across all channels, calculated by taking the standard deviation of each channel value for each time point. I.e a measure of elecromagnetic non-uniformity). The **conditions to compare are specified as a dictionary with a label assigned to the evoked object of the form \"dict(audio=aud_ev,visual=vis_ev)\"**. Using this we can specifiy which regions or subsets of channels we wish to visualize." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "combining channels using \"gfp\"\n", "combining channels using \"gfp\"\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "[
]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mne.viz.plot_compare_evokeds(dict(audio=aud_ev,\n", " visual=vis_ev),\n", " title='Global field potential: auditory vs visual stimuli',\n", " ylim=dict(eeg=[-5, 5]))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "Let's compare some different ERPs across different modalities and channel locations to illustrate the function." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAfAAAAGDCAYAAADUGkKJAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAABvIklEQVR4nO3dd5iTVfbA8e+BoVgwNhSxxQIKiFR7FyuxY8Xey7quq6tG/a2+7uoa+66uvfe+1tgb9gIiIog9FordoHSY+/vj3EAYkkxmJsk7yZzP8/AMk7x5cyeTyXnvveeeK845jDHGGFNd2oXdAGOMMcY0nQVwY4wxpgpZADfGGGOqkAVwY4wxpgpZADfGGGOqkAVwY4wxpgpZADdFEZHVROQPEWlfxLFREXEiUleJtjVGRAIRucv/v+ifoxr4n2XNsNvRFLX8+2hIRLYQkU/K/ByHicjrJTpXWd5PIrK1iHyX9f04Edm61M/T1lgAN0Vxzn3jnFvSOTevpefK/gCvtIY/h4i8IiJHhdGWUvA/y5dht6O5au330ZBz7jXn3DphtyOXXK91pd5Pzrk+zrlXyv08tc4CuGlUa+lJtzaimv031NLHm4XZ62naGnuzm0VkDYEfKSLfAC81HBYXkTVE5FUR+V1EXhCRq3P0qg8UkW9E5CcROds/bifgLGA/P1w3Jk8b4iLyhT//eBHZM+u+hXrwedo2wj/2eWD5XMeKyAXAFsB/fVv+64/ZVETeE5G0/7pp1uNfEZELROQNYDpwqoiMatD2U0TksTw/V8PHryki64rI8yLyi4h8IiL7Zh2/nIg8ISJTfVvOzx4u9T/L2v7/ERG5Q0R+FJGvReT/MgEtM8wqIpeKyK8i8pWI7JyrjW3l9yEi+4nIyAa3/VVEHvf/H+p/1t9FZKKI/C3HOTqJyG8isl7WbV1FZIaIrCCLDh2f4c/1u/9dD/G33yYi52cd1/BxeV//QkSks4jcJSI/+3a+JyIrFnits99Pt4nINSLytD/mDRHpJiL/9u+hCSIyIOu55j8218/UoF0pEdmumJ/BFOCcs39t9B8geW6PAg64A1gCWCzrtjp/zFvApUBHYHNgKnBXg8ff6B/bD5gF9PL3B5ljC7RtH6A7epG5HzANWCnX4/O07XKgE7Al8HuOtmWOfQU4KutcywK/AgcDdcAB/vvlso7/Bujj7+8E/JL52fwxo4FheX6uho+PAN8Ch/vvBwA/Ab398ff5f4sDvf2xr2edzwFr+//fATwGdPE/56fAkf6+w4A5wNFAe+B4YFLmPQDEgSfb0u/Dv6a/Az2ybnsP2N//fzKwhf//MsDAPK/NLcAFWd//CXjG/39r4Dv//3X876971s++lv//bcD5WeeY/7giXv/Dst8TDdp2LPCE/1nbA4OApXK91jneT7eh78VBQGfgJeAr4BB/rvOBl3M9tuHPlOPnSQHbhf0ZWO3/rAde40RkFxF5x/fKHvW9imVEZFfgn408PHDOTXPOzWhwztWADYBznHOznXOvA4/nePx5zrkZzrkxwBg0kBfFOfegc26Sc67eOXc/8BmwYWOPy2rb351zs5xzr6IfYMWKAZ855+50zs11zt0LTAB2zTrmNufcOH//LOB+4CD//H3QD+YnCzzH/McDOwEp59yt/nyjgYeBfUQTu4YB5zrnpjvnxgO35/m52wP7A2c65353zqWAy9DAl/G1c+5Gp/PNtwMrASsCOOcSzrld8jW4Fn8fzrnp6AXPAf7YHsC6LHgvzwF6i8hSzrlfnXPv52njPehrnzHc39bQPPQCo7eIdHDOpZxzXzT+EjT/9fc/w3JoYJ3nnBvlnJtazHN6j/jHzAQeAWY65+7w76H70QtOExIL4LVvH+BAYDXgAXT4+lPgCODmRh77bZ7buwO/+A/AQsdOyfr/dGDJYhoMICKHiMgHftjvN2A9soZeC+gO/Oqcm5Z129fFPq9/fMPjvwZWzvq+4c96OzBcRAQNmA/4QJJP9uNXBzbK/Jz+Zz0Q6AZ0RXuV3+Z5bLblgQ4N2t6w3fN/H1m/u6J+JzX8+7gHH8DRwPto1mszDBgKfO2nADbJc46XgcVFZCMRiQL90WC3EOfc58DJ6IjFDyJyn4h0z3POhbTg9b8TeBa4T0QmicjFItKhmOf0vs/6/4wc3xf9N21KzwJ47TvcOfe57wnf45zb3DnX1Tm3p3Puq0Yem2+rusnAsiKyeNZtqzahTQW3wBOR1dHh9xPRodKlgY8A8YdMQ4cEM7o1aNsyIrJE1m2rNaEtk9Cgmm01YGK+xzjn3gZmo3OKw9EPzUKyH/8tMMI5t3TWvyWdc8cDPwJzgVWyjs/3Ov+E9ray296w3c1S47+P54GuItIfDeTze87Oufecc7sDKwCPohfAizZYe6MP+McfgE5F/J7n2Hucc5v7n8kBF/m78r6GRbz+eTnn5jjnznPO9QY2BXZBh8Chkb/DZphO/veBKQML4DXOOVdfhnN+DYwEAhHp6HsmuzbysGzfA1HJnzG8BPrh8iOAiByO9jgyPgC2FF1DHAHOzNG283zbNm+kbd8D2etenwJ6ishw0cSq/dC550JD4qDzz/8F5vgphWI96Z/vYBHp4P9tICK9fGD4H/o6Ly4i67Lgw3chWUHkAhHp4j/0TwFKsVyvZn8fzrk5wIPAJeh8+/P+Z+woIgeKSMQfMxUo9Ld0Dzo3fSC5h88RkXVEZFsR6QTMRHuwmXN+AAwVkWVFpBvaU89o7PXPS0S2EZG+foplKnqRl3nOhq91S32Ajny0F01W3aqE5zY5WAA3zXUgsAnwM5rMcj+aqFaMB/3Xn0VkkXlFP9d7GZr89D3QF3gj6/7n/fN9CIxi0Q/z4cBGaDLTueiHeT7/Afb2WbVXOud+Rnspp/qf7XRgF+fcT438THeiH6pNCpi+p7YDOoc6CR3mvgidKwXtdUX87XcC95L/df4z2pP7EngdDSS3FNMOETlLRJ7O08Za/33cA2wHPOjzEjIOBlIiMhU4Dn3P5+Scewd97bsDOV9H9HeaQEdLpqA9+8zFzp1onkgKeA59PTPnLvj6N6Ib8BAavD8GRrBgRGKh17rI8xXyF/Ti7Df0tXq0BOc0BWQyUI1pERG5H5jgnDs37LaEQUQWA35AM5U/K+PzXAR0c84dWq7nqAWV+n0YEybrgZtm8cO8a4lIOz9ctjtt+4r7eOC9UgcL0TXi64vaEDiSHAlSZhFl+X0Y05pYhS3TXN3Q+dnlgO+A4/0SqDZHRFJoQtEeZTh9F3TYvDs6fHoZuvTJ5FHm34cxrYYNoRtjjDFVyIbQjTHGmCpkAdwYY4ypQhbATdUTkSDsNhhjTKXZHLipeiLinHONVqUyxphaYj1wY4wxpgpZADfGGGOqkAVwUwsGh90AY4yptKov5DJq1KgV6urqbkLrHre1C5J64KO5c+ceNWjQoB/CbowxxpjKqfoAXldXd1O3bt16de3a9dd27dq1qYy8+vp6+fHHH3tPmTLlJmC3sNsTopEUsbWiMcbUklrosa7XtWvXqW0teAO0a9fOde3aNU2RWwsaY4ypHbUQwNu1xeCd4X/2Wvg9GmNMWfj93Y/1+9XXDPvgbwUWX3zxAQCpVKrDTjvttGbY7alC54XdAGNM6yQiXdE91k8G3hGRnuG2qHQsgLci0Wh0zjPPPPNl2O2oNs65IOw2GGNaHxFZH3gXeAPog+7m95qI7BBqw0rEAniJbLfddmv16dOn19prr93n0ksvXR4W9KwBbr311mWGDRsWBZgwYULH/v37r9uzZ8/eJ510UvfMMZ988knHHj169AGYPn267L333tGePXv27tWrV+8nnniiS4V/pKohIpPCboMxpnURkT2AF4CznHNnO+fqnXM3AvsAt4vIX0SkqpNfqz4LPdtpD41Z9dMpvy9eynP27NZl+iV79/u2sePuvvvu1Iorrjjvjz/+kAEDBvQ+6KCDfs137AknnLDaUUcd9eOJJ57484UXXtg11zEXXXTRCiLCp59+On706NGdhw4d2uOLL774aPHFF2+z8/0FrBR2A4wxrYMPymcDxwJDnXMjs+93zr0qIpsAjwHri8gJzrlZITS1xawHXiIXXXTRiuuss07vQYMG9ZoyZUqHcePGdc537Pvvv7/k0Ucf/QvAscce+3OuY958880lDz744J8BBgwYMLN79+6zx44dm/ecxhjT1onI4sB96LLaQ4FlReQgETlGRP7sE9kOAXoDJwArAC+KyIrhtbr5aqoHXkxPuRyefPLJLiNGjOgycuTICV26dKnfcMMN15kxY0a77NGZGTNmLDRU05Yz58vg/bAbYIwJh4i0A/oDQ4FTgQ5Ae+AqYBLwAzANmO3vWxxYHh25WwutIZESkWuBR4G3nHNzKvpDNJP1wEvgt99+ax+JROZ16dKlfvTo0Z3HjBmzBMByyy035/333+88b948HnvssWUyxw8cOPCPG2+8cVmAG2+8cblc59xss83+uOuuu5YF+PDDDztNnjy54/rrrz+zEj9PtXHODQq7DcaYyhG1iYhcDUwE7gFWBK5Dg/mSzrk+zrntnXMHOueOcc6d6Jw71jl3sHNuZ+dcf2ApoBdwITAPuAL4QUTuEpGdRKRVd3ItgJfAsGHD0nPnzpU111yzz2mnnbZyv379pgGcd955E3ffffe1Bw4cuO6KK644/4rummuu+eaGG25YoWfPnr0nTpzYIdc5Tz/99B/q6+ulZ8+evffbb7+1rr/++tRiiy1mvfYcROSGsNtgjCk/EVlMRI4FPgJuRXvYWzrn1nXO/dk5d6Zz7nPn3LxizufUt865fzjnTvOdgd7A2+jy1K9E5EwRWbZcP1NLVP1+4GPGjEn169fvp7DbEaYxY8Ys369fv2jY7QiL7QduTG0TkU7AMUAcnTK7AnjZlTmAichA4CRgV+C/wOXOuXQ5n7MprAdujDGm1RKRnYCxwM7Ars65XZ1zL5U7eAM45953zh0GbACsDkwQkcP8vHvoWkUjjDHGmGwisoyI3AFcDfzVOTfUORdKwqpz7ksfyHcD/gQ8JyKrhdGWbBbATS1YOewGGGNKR0Q2Aj4ApgLrO+eS4bZIOefeAzZBC8SMFJE9w2yPBXBTCywL3ZgaISJHAU8AJ/nM8Wlhtymbc26ucy4BxIB/i8i/whpStwBuasHjYTfAGNMyfmnY+cAZwObOucfCblMhvjc+CNgKuMsn2lWUBXBjjDGh8uVPrwB2BDZ1zn0acpOK4pz7CdgOWAx4qNJB3AJ4GZRjW9BTTjml+znnnFOV5f6MMaYRlwCbAts7534MuzFN4ZybAeyLVnp7oJLFXyyAl4FtC1pxx4bdAGNM84jIX9ElYjs6534LuTnN4kuv7g90Bq6u1C5nFsBb6IQTTlg5e0exTE85sy3oyJEjO/ft27fXuuuu27tnz569x44d2yl721CAc845Z8VTTjmlO8Bll122/HrrrddrnXXW6b3jjjuu9fvvv9vvqBHOOavEZkwV8mu8/wbs7JzLu4NjNfBBfB9gY7T4S9m16jqvTfbon1blh/El3U6UFXpPZ4+r826ScuCBB/5y8sknr3bmmWf+CPDYY48tc/XVV3997733Lg9w1VVXdT3hhBO+P/7443+ZOXOmzJ07l3zlU/35fj311FN/AjjppJO6X3nllcufffbZP5T0Z6oxVonNmOojIqsDtwN7O+e+Cbs9peCcm+qXlr0tIu85594s5/PVVgAPwWabbTbj559/rkulUh0mT55cF4lE5q2xxhqzM/dvsskm0y699NKVvvvuu47777//r3379i247+yoUaMWO+ecc1b+/fff20+bNq39Vltt1WrK9hljTCn4ZVe3AVc4514LuTkl5Zz7UkSOBu4UkX7OuT/K9VyhB3ARaQ+MBCY653Zp0ckK9JTLabfddvv1rrvuWmbKlCkd9tprr1+y7zvuuON+2WKLLaY98sgjkV122aXHVVdd9XWfPn1m1tfXzz9m5syZ84fJjznmmDUeeuihzzfZZJMZV1555XIjRozoUsEfxRhjKuEEoBOavFZznHOP+Z74hcCfy/U8oQdw4C/Ax+i2blXpoIMO+uXoo4+O/vrrr3UjRoz4ZObMmfOHc8ePH9+xV69es/r06fPDN9980/GDDz5YbMcdd/zjl19+qZsyZUr7SCRS/+yzz0aGDBkyFWD69OntVltttTmzZs2S++67b9mVVlqpKvalDdmTYTfAGFMcEVkROBfYqthdw6rUX4GPReTWcpWADTVBSkRWQavZ3BRmO1pq8ODBM6dNm9ZuxRVXnL366qsvFHDvuuuuZXv27Nln3XXX7f3xxx8vduyxx/7cqVMnd+qpp07eYIMNem2xxRY911577fn7fMfj8Ukbbrhhr8GDB6/bo0cP2/+7CM65XcNugzGmaP8E7nDOjQ+7IeXkk/L+jlZrK0uOTqjbiYrIQ+gQQxfgb7mG0EXkGHQbOYDOzrn1su+37URtO1ERecKCuDGtn4isBbwD9HTO/dLY8dXOTxGPQ8vCPlfq84fWAxeRXYAfnHOjCh3nnLvBOTfYOTcYsB6pyaVluRPGmEo5E7i6LQRvAD9FcB5wTjnOH+YQ+mbAbiKSAu4DthWRu0JsjzHGmDIRka7AMOC/Ybelwh4EVhWRwaU+cWgB3Dl3pnNuFedcFK1g85Jz7qCw2mOMMaasDgceq7ZSqS3lnJsLXINm3pdULVT5qq+vr2+zRTz8z17f6IE1zIq4GFMVDgJuDbsRIbkT2FNEFivlSVtFAHfOvdKCNeAf/fjjj5G2GMTr6+vlxx9/jAAfhd2WMPlER2NMKyUivYGlgZoq2lIs59wktN7J0FKetzWsA2+RuXPnHjVlypSbpkyZsh6t5IKkguqBj+bOnXtU2A0J2fWA1UM3pvXaBXjCOdeWRwsfR5dNP1yqE4a6jKypRGSkz0Y3Zj6rhW5M6yYiL6JlU9ts0SURWRt4FVjZlSjwtrUeqzHGmAry+2NvCLwRdltC9gUgwOqlOqEFcFMLdgu7AcaYvPoA31X7dqEt5Xvdb6PbjZaEBXBTCwoWAzLGVJ6I/F1ExqB7Y48Nuz2txFhgVxEZKyLXiUjeraWLYQHc1IKJYTfAGLOAr7R5CHA2cAAwOdwWtRpfAnsAlwLrACe35GQWwI0xxpTa3sDlPmntQ6B6sqXLywG/OeduR0usDmvJySyAG2OMKbXZLCgw9RPwYohtaU3eYMGeHg59nZrNAripBTeG3QBjzEJmAp39/5cCpobYltZkKrCk/39nWrhBlwVwU/Wcc1aJzZjWJTuAdwZmhdiW1mQesIL/vwVwY0TEstCNaV0cC+KLzX/nJrTwtbEAbmrBwLAbYIxZyHLo3Dcs3Btv6+qA7/3/f0Zfp2azAG6MMabUlmdBAE8DkRDb0posDfzu//8T+jo1mwVwUwtsjakxrUt2AJ8CdAuxLa1JNxZ8XlkAN8Y51z3sNhhjFtIV+NH//ztKWP+7yq2Ovh4AvwBLi0j75p7MAripeiIShN0GY8xCsnvgE4B1Q2xLa7Iu+nrgnJsH/AYs29yTWQA3teDcsBtgjFnIbBYMD38ErB9iW1qT9YFxACKyBJrU1uw90i2AG2OMKbU7gSP8/78AuovICgWOr3kiIsCWwHh/037Aq865n5t7TgvgxhhjSu0m4HAROQx4Cq1Atk2oLQpfb3Td98MiciBwOi2sIim6RWl1EJGRzrnBYbfDtC4iMsg5Z8VcjGlFRGQv4GDgU2ASsL5z7shwWxUeETkNWAP4GBgKPArc6Jxr9hC6BXBT9SyAG9O6ichawJvAys65uWG3p5REpB2adf+DKxBQReR14ELnXLJUz21D6KYWjAy7AcaY/JxzXwApYLuQm1JSPni/hC4Ne9l/n+u4NdD9v58v5fNbADfGGFMJ2YlttaIrsBmaTb6Z/z6Xw4D7nXMt2j60IQvgxhhjKuFOYDsRWSXshpTQD+ge33P91x8aHiAinYBjgWtK/eQWwE0tOC/sBhhjCnPOpYE7gL+G3ZZS8XPe2wKrANvkmQM/BBjjnBuf474WsSQ2Y4wxFSEi3YGxwHrOuZrfw8D3vj8F9nfOvVXq81sP3FQ9EZkUdhuMMY1zzk0CbgX+GXZbKuTPwNhyBG+wHripASLinHMSdjuMMY0TkQhaD3x359y7YbenXERkJXS0YVPn3KfleA7rgRtjjKkYPxd+GnCzH2KuOb5s6nXAdeUK3mAB3NSG98NugDGmSe4GPqd2h9IPA6KU+eezAG6qnnNuUJjPH40nl4rGk/nWfxpjGvDZ2scA+4vIrmG3p5REZH3gYuBA59yscj6XBXBT9UTkhrCeOxpPbgxMBqZE48nhYbXDmGrjnPsR2BcdSu8TdntKwe+49ghwsnPuo7I/nyWxmWoXVhJbNJ5sjybjLAH8jA6ZRVOJWLO3BzSmrfE7c/0LTfaaGHZ7msvv7/0y8Ixz7pxKPKf1wI1pvh2AtYGTgf3RQP7nMBtkTLVxzt0NXAW85NeJVx0fvJPAh8C5lXpeC+DGNN9hwI/Ao6lEbBzwAnBQNJ60JW3GNIFz7lJ0ffgrIrJm2O1pChFZFngG+BI4ptCOZKVmAdzUgpUr/YTReLIO2BF4PJWIZTYouB9YCxhY6fYYU+2ccwng38DrIrJRyM0pit9l7HXgXeColuzt3RwWwE0tCCMLfRMgAjydddtjgAN2DqE9xlQ959w1wHHAkyJynF9P3SqJSAx4B7jWOXdqpYM3WAA3teHxEJ5zazRYv5i5IZWI/QSMpsb2PDamkpxzj6Nbc54APOwzu1sNEVlCRK4Crgf2cs5dFVZbLIAb0zwbAR+nErHfGtz+ArBpNJ5cvPJNMqY2+OplG6AbgXwoIkeLSPsw2yRqVzRRbWmgr3Pu9TDbZAHcmCbySWobA2/nuPs1oAM2D25MizjnZjnn4uiU1GHAeyISC2NY3c/JPwtcAhzvnDvYOfdrpdvRkAVwUwuOrfDzrQUsR+4A/p7/ukHlmmNM7XLOjQY2By4ALkID+cHlrqMuIu38BcNzwEPAw8D6zrnnyvm8TWEB3FQ951ylK7FlMmTfaXhHKhH7HvgWC+DGlIxTDwPrAwFwCPCdiFwtIluKSF0pnscPkw8UkQuBFHAecBewtnPueufc7IInqLCS/NDGhCmESmwbA9OAcXnufw8L4MaUnM/0fhLNUl8DOBBdehYVkZeBN9ElXR87535q7HwishTQC13JsgkwBPgDXVGyi3Puw3L8HKViAdyYptsYeDeViM3Lc/97wF7ReHLZVCL2SwXbZUyb4Zz7CjgfON9XcNsGDcL7AOuKiAMmAT8A04HZaH5KZ6ArsBJaPfET4ANgBPAP59xnlf1Jms8CuDFNEI0nOwB9gSsLHJaZBx8MtJr5MmNqlXNuErpF6d0wfz/u5YBuwArA4kAnNIjPRCsofg98H8b67VKxAG5qwZMVfK510A+CMQWOGem/boAFcGMqzpcz/cn/q1mWxGaqnnOukvsJ9/NfP8h3QCoRS6N1kftWokHGmLbJAripeiLyRAWfrj8wC503K+RjoHfZW2OMabMsgJtasEsFn6sfMC6ViM1t5LjxQE+/Z7gxxpScBXBjiuQrsPWnwPB5lo/RufI1ytgkY0wbZgHcmOJ1Q5efFEpgy/jYf7VhdGNMWVgAN1WvgkVcMglsTQngvcrUFmNMG2cB3FQ9ETmmQk/V339tNID7TPRJWAA3xpSJBXBTC66v0PP0A77OsYVoPh9jAdwYUyYWwI0pXj+KGz7P+Bjo5ZPfjDGmpCyAG1OEaDy5GFqF7YMmPGwC0AVNfjPGmJIKLYCLyKoi8rKIjBeRcSLyl7DaYqrebhV4jt7o38vYJjzmK//VlpIZY0ouzB74XOBU51xvdHenP4mILbkxzTGqAs/Rx3/9qAmP+dJ/XbPEbTHGmPACuHNusnPuff//39H5wpXDao+pahMr8Bx90J2MPm/CY1L+q/XAjTEl1yrmwEUkCgwA3slx3zEiMlJERgLLV7ptxnjrAZ8UUUJ1vlQiNhNdSmY9cGNMyYUewEVkSeBh4GTn3NSG9zvnbnDODXbODabGt4YzrVofmjZ8nvEV1gM3xpRBqAFcRDqgwftu59z/wmyLqWo3lvPk0XiyC7A6MK4ZD/8S64EbY8ogzCx0AW4GPnbOXR5WO0z1c86VuxJbJrmyOQH8K2CVaDzZsYTtMcaYUHvgmwEHA9uKyAf+39AQ22OqlIiUOws9k4He3B64AKuVrjnGGAN1YT2xc+519IPNmJYaWObz9wFmsmBZWFNk1oKvSdMy2I0xpqDQk9iMqQJ9gI9Tidi8Zjw2E/Qtkc0YU1IWwE0tmFzm869H84bPQZeRzcYS2YwxJWYB3FQ951z3cp07Gk8ujRYYas4SMlKJWD3wHbBKCZtljDEWwE31E5GgjKdvSQZ6hgVwY0zJWQA3teDcMp57Xf/14xacwwK4MabkLIAbU9ja6MY7X7fgHN+ha8Ft1YUxpmQsgBtT2NrAV02pgZ7Dd0BHoGtpmmSMMRbATW0YXMZz96Dl67e/9V9tGN0YUzIWwI3Jww95r03LA/h3/qsFcGNMyVgAN7VgZJnOuwKwJPBZC89jAdwYU3IWwI3Jb23/taU98B/QRDgL4MaYkrEAbkx+JQngvpjLRCyAG2NKyAK4qQXnlem8awPzaNkSsoxvgVVLcB5jjAEsgJsa4JwLynTqtYGvU4nY7BKcy4q5GGNKygK4qXoiMqlMp14b+KJE57JiLsaYkrIAbmrBSmU67+os2M+7pb4DOgPLluh8xpg2ri7sBhjTGkXjycXQymnflOiU2UvJfi7ROY2pPkFEgCPQv4UrCdK/htyiqmU9cFML3i/DOTMJZ6UK4FaNzRh1GnATEAB3+IBumsECuKl6zrlBZTjtav5rqXvglolu2q4gsgLwd+BxNJDvAmwRapuqmAVwU/VE5IYynDYTwEuxhAzge3RJmvXATVt2BFrdMA5cA/wBHBZmg6qZBXBTC44uwzlXAxxagKXFUonYPGASFsBNW7Vg7vs1gvTHBOnpwEPA3gSRDuE2rjpZADcmt9WBSalEbE4Jz/kdNoRu2q5N0d39bs26LQl0ATYIpUVVzgK4MbmtRunmvzO+A1Yu8TmNqRaHA9OAB7Nuexkd6doulBZVOQvgphaUIyiWK4BbMRfT9gSRJYH9gAcJ0n8suD39MzAKC+DNYgHc1IKSZqFH48l26FB3OQL4EkCkxOc1prXbG01euznHfS8Am/ggb5rAAripBY+X+HxdgU6UJ4CDJbKZtucI4FPgjRz3vYAWFduqoi2qAVaJzWR6nHsDo1KJWKlqf1ezUq8Bz8gO4B+V+NzGtE5BpCe61jtOkHY5jngDmAlsjya1NXy8AF0I0lPL2cxqZD1wA3AjcD8wPhpPrhd2Y1qBUq8Bz7AeuGmL/gbMAm7PeW+QngmMAHZc9L5IHfAwkCaI3G5V2xZmAbyNi8aTg9DhrQeA2cDZ4baoWY4t8fnK1QOfjGbcWgA3bUMQ6YEWarmFID2lwJHPAesSRFZrcPtfgD2BscAhwD7laGarEkQGE0T29xcvBVkANycBabQYyg3APtF4cplwm9Q0zrlSV2JbDa0Q9VspT+rXlE/BArhpC7S3/F9gBvCPRo5+1n9d0AsPIosDp6Nz5P2BFKW/WG9dgsimwHvAveRO+FuIBfA2zO+4tRfwUCoRm4pWRWoP7BBqw5pIRHLNq7XEasA3qUSs1OcFv5SsDOc1prUZhn6W/L2R3jfAeLTqYfZnz3HACsB5BOl64BZgW4JILf/9JNCRupuBQwgiWxY62AJ427YrurTjbv/9u8AvwNDQWtQ6lGMNeMa3WAA3tS6IdAH+A3yA1jxv5Pi0A54GdiSIdMnqfb9IkH7dH/WY/7p9ydvbGuiFyRbAlejI6GTgnEIPsQDetg1H63O/CvPrdb8CbBZim1qD1SlfALceuGkL/gGsBBxHkJ5b5GNuRsuqHgqcCKwInJd1/1h0U6CqGiFsgl3918d8nfgrgSEEkfXzPcACeBsVjSeXRXva9/rAnfEusFY0nlwunJY1y5OlOpGfVuhKeQN4JBpPdinT+Y0JVxBZE/gzcANB+p0mPPId4DXgKuAi4AmC9GsLzpt2wIvANjWajb498BUwwX9/AzAdODnfAyyAt13DgA7APQ1uf9d/rZrNBZxzuzZ+VNHKtYQsw5aSmVp3Grp1bmOJawvTAL0v8Cg6rXdIjqPeQnvmDbPVq5tekGwCvDF/rXyQ/gVdencgQWTFXA+zQi5t12Hold7oBrePQpc6bQg8U+E2NYuIPFHCIL66/1rOHjhoqdaPy/QcJRWNJ9sDnVKJ2PSw22JaOS2HehBwD0F6UtMfn56CLhvL523/dSPKd5EdhtWAbugFSrZ/Az8BOXdFtABew6Lx5JJoEYVVgRtSidg7/vZB6NZ+f22YaZ1KxKZG48mP0QBeLXYp4bkyAbxcHw4p/3WNMp2/pPxQfxIYEI0nj0klYveG3SbTqu2DJsbeVKbzf4hWbdsYrV1RKzbyXxeecgjSn1Igkc2G0KtINJ7sFY0nr4rGk/sVcWw7tLraucABwBvReDIejSfrgMvQtd+35nn4u8CGbXTXrNXQ4b+JZTr/JPRquioCODr/tgUgwLXReLJruM0xrdy+6Dzum2U5e5CeDbzPgoBXWUFkDYLIgDLMwa+Pfu40qcSyBfAqEY0nV0JrBp8I3BeNJ4c38pAYmqR2EpoN+j/gQmAqumnAqalELJ3nse+iiVzRlre86qwOTEwlYsVmzjaJTxhMUQUB3A+dHw08j+ZELAWcEGqjTOsVRJYGhgAP56l5XipvA4MIIh3L+ByLCiJnA1+iFxBJgsgSJTz7+sAnBOlZTXmQBfDqcR46NNUXnSe5LBpPLl7g+OPRdYTX+UC9H7o84zHgYLQoQj5VlcjmnCvl1fDqlH9u7SuqIICj27SuCtyWSsQ+Bl4GDm6jIzOmcduhibGPNXZgC72D7hbYr8zPs0AQ2QE4Hx3VPBPYCbi6hM/QF50eaBKbA68CfknXocBNqUTso2g8eQa6dvsItFRhw+PXQN9g//TlO/Fz3Xf4f40Zi9ZF34AqmGcSkWNKWE51dXQpSzl9RYn3MC+Tbf3XF/zXO4Db0GzZ8gyRlkk0nhwAXAosuQQz/jWu85FP+OpepnSGoCWIm7J0rDmyE9neK/NzQRBpB1wOfA4cSpCe5QvN/J0gcgdB+qUWnn8pdLTzxqY+1Hrg1eFAoCNwHUAqEXsNzRY/Nk9v6Fignma8Ifz5Z6MVlKolke36UpzE5wesQmV64MtVwVrwbYGxqUTsB//9/9B1qbmW9xCNJ1eLxpOnROPJyvWMiuAvaF8Eeu/f/qXVRnU67tEZruMUgsg6YbetxgwBRhCkc2ZMl9C36OjixmV+nowdgD5oSdfMEPe/0M+Jywgi7Vt4/swOkGOb+kAL4NVhf+CDVCKWPcRyPfqL3yT7wGg82Qk4EngilYh9R/O9Cwzy86BVzycAvhWNJ5/0r1Eu3dFa8OVaQpbxpf/aaofRfRLkxkCmjCWpROx34BFgv2g82bnB8T3Ri77LgJHReLI1Tb/8B+hwSt2D+1xYd9NyU9yyM2fScfk5rv2jJfjwNQBBZFWgB3qhVObnSju0l1+pRLbj0ApwC0YjdQvUM9FNVg5q4fn7+q8WwGtNNJ5cGQ3SDzW4617gdxbdnWdvYHmKqT9c2HvAEkCvnPcGkWUJIgFB5E2CyOMEka1b+Hzl9l80IMXQP7xcyl3EJeMr/7XVBnBgbbSs5cgGt98BLI2+jsD8ZLd70FGfzdAd165rDXPl0XgyhpaoPO+kukeGi+Dunjdkh7/POXxuB5m3LlpO2LTcEP+1/AFcvQ2sTRBZvqzPEkQyFSvv8hnw2e5DPyf/SRDpvMhji9cX/Sxv8ueOBfDWL1PU4OHsG1OJ2B9otaJ9G2z/eTw6V9PSP6TciWxBZAWCSAJ9s52LFn0ZCLxEEDmwhc/ZXLsVujMaTw5Gh4NPAZ4CjsozslDuNeAZhQN4EOng593ClJmjbxjAX0SXwh2Tddvx/vg/pRKxN4EL0PdEpYY4c/IjLf8GJiTqbrgB7Sndd/YF176WrN/onM/ru/OTW+qsMNtYQ4YAP9LEZVAtkJkH3zAaTw6LxpM3lmkb5HwVKzMjAXE00fNPLXiOvsBHzcncD/tDonUIImsRRFZv/MBQDAM+TiViE3Lcdz3QGT8n6Qu0bIZmnrc0QedTdMmZzoMHke4EkSuAlHOcPtkt8/Ytc3fajSC9GdATGAHcTBBZt4XP2xyjGrl/b2AumoB1K7AysHWO48pdhS3jF/SKe9EArhsXTAJ+JIiEmYMwCC2YMT77Rr8M7ipgh2g8OTgaT66GBuwXWDDEeDeazHR45Zqb08noSMLJ+9e9sj06onAngKPdZU/VbzRpeZm67kt/32qTAucwjdE10UOAlyqYGDgKqB9Xv/q+6OjkUZQn4XZPdMqrYcVKpQlszwJnE0SaXiNBX7t+NCMDHSyAQxA5C+2xfkkQOTHs5mSLxpMrAlvSoPedkUrEPkDXhsej8eRS6DKHXylBFSR/AfC24LYiiBwHfIJuUPDAPrPPvX+TWVdv94+5hzwejScP8TvnHIAmOF3e0uduhsaKruwJvJJKxH5F/9jmokteGloL+L7cJUP9ioCvgDUXukP/mO9EExYFeKDia10X6AuMy7Me/jp0mPxhIJOBe3ymqp+fK38a2M3PpZdNNJ5cJhpP3uLzG87I5DdE48ko8H9oLsizwB5oScqXfRvnfFq/yiFzXHt+dEs/EI0nS7mmt61ZF601UanhcwjSfwBj59FuKPAzEADbRePJvgUf16TniCyFXpg80kjv+FR0ie81zSjwshoQAcY0p4ltO4AHkY3R3sOjaLGK/xBEBofapoXtj/6OCpWvPBUt7v89C5aO5SvQ0iRC/XP/qrupF3AtOmS1bnTmPf8b6dbZH71IeJ1MdS6tYXwJsHNreg39B3lP/I5lPri8C2yT4/B10AuVSvjUP1+2DdCCDqehc7OroxdGYVgPGJfrjlQi9hs6quHQ4cVhqUTs8waHPYq+L8s2iuCnQZ5E6xp0ABLAmGg8eRb69zwP+KtPVNsJeIYgPX/nvf/+6/wXJ7rlRw5p//4qHZj7bjSe3KJcba1xlZ7/BmC66/ROD5nYdUmm347muMymtKM+O6MX048WPCpIj0MvFvcGrmjiRXdmxcYHTW9eWw/getX2E/oBsC86tJkIs0ENHIhmn4/Pd4Cvb74POld5HjrnVxLPdzx9tQPqXub1ees9DewQnXnPFPQP5SO0ItfR6BD+X/1DrkZHAP5eqjaUQObD5fms214CNojGk5EGx1YygI9Ht23NTn4Zjg5b34eOFGRe54ryc4ndKTCfmUrE3gDWSCViq6cSsRdyHPIMGuDLuXfzQWhN/6NSidhg9AN3HnpR3gHYJZWIfQEMRhM7n2p4gmi77/+xvExl+3YjuwKvRuPJ26tgeV9rMwRIEaS/bPTIErpv3jY/LyazObvu7m9TidjPwCvohVqp7IHO6zfcYCSXS9D9u/+CjuZeRRDZtogeeT/076TJGejQlgN4EOkB7AhcQZD+gyA9FR2CHkIQyTW8WlHReLIH2iO7u7FjU4nYw6lEbItUIhY03Jyk2YLIemvJpBOemzdo6sFzzlzeDyEFaMLGsalEbI6fl38SODQaT7b3r+G/gd0IIrmz18uj0Hr3Ieia0eydv15C3/vze1x+f/TlqVwAH+fbkN0LHwK8RpCe6l/vO4ENCSKVzlbv478WTEgq9F5LJWK/oPOU25ewXfP5DPfT0bnJO/xzPoOOHKwArJ1KxDJL4IaiGfLP5TjVM8D3/+lw9dtoqeGDgBf9RkCmMTq6sTUV7n0DXDl3z26zXR37th+R2Zr3GaBXNJ5seT6TZpXHgMeyR23yH592BOm/oO+1UehS3heB/xFE8i1bBV2G9oWfEmiythvAdTvNejSxKeM6NAM50Qo2jD8MvTK7r+LPrBnQ14mQvmTufv9yyAbRePIhtKd9g880zrgT7a1lhqSvRYeyKtZzdM4dk+t2/yE/BHipQbB5C5jFgkpjoMPsoEPblZAZVdFgGURWQINPdlWnTFJOo5vXlFimsERLM4pfADYuU492Y6A3cE327zaViLlUIvZjg7n7ocDbBOmfFzmLFh25q4PM2znVefgVwF5oAt+/y9DmWjQIXVZY8QD+G102+cSt8lN7qc+M8jzrvw7J95gm2BFNenywSY8K0k8TpHdHOwOno734aws8oh/NnP+GthrA9arxUHRObMGetVpl51z0Tbl3OI0Dn5B2AvBYKhH7jiCyNkHkrxXsie2DZrOf/plb5d9o4s8wdB781AbHPolmq2sxgyD9Ixp4DvV7A5dVNJ7ssniPjT7Nk4SU6Y0tNMSbSsRmosl/2QE8MxeVc963DD5Dk+nW999v7r+OmH9EkE6hFxv7V6hNGeuhv9OWFAICnbaoQzfPKbX90Yuw+wseFUS6o0PoiwyfZ7kVbeehqUTsMXQ49MhoPGnZ6Y3bEe1o5JpGKRs/zbPu526VkUBfgsjK6CjbD+ReYdJU+6BTqi8369FBejpB+hJ0VOdwgsi2ix4T6YImzloAb6Lt0KVEubbTvAt9Qf/tF/FrdnAQ2dHPa1xGEBlQ5vYl0MzEfxJE6tBlEpcDzxFEOhR9liCyBEHk4CYtR9KRh7OBCegmFrPQYdCewFZ+/fl8Phg+CAzLCqLXoFevLa1QVJD/I/5whWHn9ADe88Pg2TLDt7l6By8C/bK2xxyM/sF+lePYkvOv64f+eTPPP5dFl6vcB/Sr8JTEemgGekunY95E5/RLOiXlR1Z2B17wSYmFZGoEPJr3CE1CGgGc5P++zkfnPs9rcWNr307AKH/hXkkbAnxUH82MUu3l36+vANu0qIiQDp/vhmaft7Qs7D/Q0q9BjvsyGfMWwJvocPTD+olF7tH5jqPRIZAXCCKnoWX7nvGP+xMwiiDy91IPs0fjya7RePIytDDGFalE7H10SK8fumRnbYodTtW23YvOD75JENmlyGbE0DfWhZk1nalEbF4qEfuswBabd6LLKPby37+NBqITCCISjSdXjMaTA8uwpOgCYNX0Ww+AlnH8d4P7d0VreX+b47GZoerM0P9gYGTJcgiK8y6aTNcOLXwyzpdozPYQ2sOpyIiQ/+BbjxIU5PAXd69S+nnw9dEM/UeLOHZPdLQjbyKodwma33G4v0i9HNg+Gk/2bkE7a5tuH7oRC4auK2kToP7meUMfQrf3PNJ/5r2C7mewZr4HFpHfsDPNGT7PRf+eLwO2IIg0HNHJFDpqrI5FXrUXwINIL4LI5QSRiwkia+W4fxl0XuKevHuvBun30CHj7sDF6BzP0cCy6NKYu9Erq5ub1CPOIxpPDojGk0+jyVanoHPxZ/i79/O374cW+ChYdSzLdmgAuxQdFr6u0f1r9Q/gLDQPoNDStYZeRYsd6BIOTcC6Buh7xZxhZ6C92lHAY37DkBaLxpNLo9Mgt//26h2T0d/TwdF4cmN//7JoktqiF2lqJJoxv7ufsliPRauOldu7wFIdmNMTnbZZ9A9Zp3jeQIf0KqEbsBylq6j1AtA7Gk92L9H5QHvfjvy/W6UBZlvg0SKqXD2Fjhj8gyCyHHAzmsvRsFRxzYjGk32j8eRx0Xhyz2augx+C7h0QRgDfGPjIj8DcjHZyBqIBHHIMo0fjyS7RePJ1IB2NJ48ucO7j0doSLdtlbIGb0c+aMxrcvhWawNZYHYu8CgZwEWlxcKqoILI3OhzxJzTh6gOCSMOr/6PRvWQLFzsJ0k+ii+xXBNYhSN9EkJ5NkE6jlc/OQwPWE34uo1mi8eQQ9INjEDp03jeViB2fSsTm+i3rhgIP+5GB54DtityA4QgWLOn6EzplcHwjj9kSvbK9uClDR77Xeis6dJWZp79nnpPfe7SbeD66RCIB7IJWxyqF/YDFgaudc939+b9H90kXNLi3J89VtB9NeAgNBgehc6BPlqhtxXoDoJd8k0l6+SDPcQ+h83yV2D0rkwvQ7GG9BjLL90qRWJSxO/B2KhH7vpHjYujv9ZFGz6gB/k/oRfp1qc7Df0Jf90Oj8eTiLWtu6xKNJyUaT16MTuFci+4yl4rGk6c13KSmETuhuRJvN3ZgKfkRq41YsLzrHnSq5kh06i/fPHgCXXY4Cbgm50VlEBmEjhhdW7Jd1TTD/L/o6pye/nkyq2BGFHhkoxrrgU8UkZtEZIiIlDwrW0R2EpFPRORzEYm36GRBZAv0F/kuOoSyBvAF8Nj8jTY0qeovwIsE6cY/oDRg/7DI1bsuGQjQ8n3bAa8SRFbJcYaCovHkCugc5xfAeqlE7P9SiVh2z2dzdJ11JrA8ByyDLj0o0O5IJ7Snfj9BeiZB+nX0avKURpY0nIUGwVy5AY25He0VHQUQnXkPD8zbevaO7d5rf2rdA0f7cz8FnFWiqleZodHRIhL4K/G/o3+gl6HJdq/7anWF2rwEun49RYU/iND2p1aTH3b13+cb5s1U4qtEL7y//1qqAP4hOp9ckmH0aDy5KtrTegyAIDKQIPIAQeR2gkjD4e7j0N9rcftTB+kP0PfQ3mhtiOvQXJRKrwJokmg82SEaT+4SjScPj8aTKxXxkDPRYkHXo/tQD0FHny4GxkbjyR0bPYPm5uyOJgKXe/vQhtZBR0X17zVI/4Ymzh6c6jx8KbQXvnX2PLjfFOpo9He6NXpxv/BKGf1svBp9v15V4jZfDcxBR1hBO0vLsHB9iiZrLID3Qndb+T/gWxH5j4iUZIMCEWmP/lA7o8tBDhCR5s03aXb2/9Ch2l0I0j8SpL9DPzS+Ap4kiOwP3ICW/CtNoZEgfTM6TL022tsf2oQ2t1uKaaeiw5X7Ze25nG0I+kvPrGfNBJjGKp1tjPZOn8667UL0Zz80T3s2QItuXEGQnlHMj5DNzzM/BPw1Gk/2Aq65Yd4uy3WQefy57tHdfC/9QvRNm3M/6WL5AizbAo/6857r77oFvdj56wr8utyLHU/92ucq5Lxo8cVILkL/YI+r8Px3ZuTi2RXkt8zvM3cA1/fya8BBFVje2A9I+WprLeZL8r6IlrksRdt3918fJYj0QV+X7dELupEEEc3DCCJD0AvgK5tYn/tStFd09aedDp6M1gU4Iu/RQaQbQeRZgsgogsh6eY8rE19p8DV0OuEW4LNoPJl3mi0aTw5ARw/vR8vffp1KxF5KJWI7o3//DnjGbw6yWIGn3gLoSinmiZsuE4OyL7ivRPNwjkAzxxvOg5+IBu1LfHGf5yL8Mbz+3MjfCCI3EEQylSU3Ak70NS1KJ0h/j/5+jiSIrI0uE/4deLwlpy0YwJ1zPzvnrnfObYNm/X0JXCEiX4jIBS15Yn++z51zXzrnZqM90d3zHh1Elm6f689f56ueRn85u/qrMX9f+kc0CGbmdA8AziVIF1NZpzhB+ml0+PtbdDi98SU/QWS1eU7GftDpmNP/WXfLx6lELN/Spe2AtwjS0/z3KTT5rrEAvh26xj17eOZF9Cr7dH/13NA/0JrChdYsNuY0YAYaiA79yq30D/QK81j/nG+gPbsjW/AcoBd9HWiQxOQ32hi2dbvRh7/R6aSpa7WbfCD6c92Z70SpRCwOdPP1ssNw3xoyudNs1346Wl88n1vRnke5lzb1p3S974wX0IvHUiSE7Q58kuo8/FP0gnwaupa+B9ruhwkiD6OjcZ/5Y4qnU1UHA3M6yry72zPvNmBzv995g2Pn167fDv3ZHsvzt1UW0XhyGDrt0su3eQCa7/JQrrKw0XiyIzrq9BNwQsML1lQi9jyawJpAR9Je86OEueyD/q0/nef+hs+9dDSeLNVGRxuj04MLajYE6VHohcxJEf541d+6jX/uJdHRmP+lErGvAPrJ568+2fHsNdoJl6DvqZ3Q0bjhBOlybIrChPpVL5zpOrjZrm4cPn/H7yPRbEUnsTnnJqGT8deiVw5HteSJ0TnZ7Ozg7/xti9I53ydePnTxHmTv/6prPJ9Bh4F2I0gvWoRDa3QPQH9JGxGk/9nCdudoX/pT9Gr/DeA2gkj//MdGBLh5Hu3Wet/14OC6F3rnrPymS9gGkL0ESofyR9J4AN8MGO3n67MfeyG67nDhjOYgsjn6Br6oJVeeqUTsa/TC7Hxgn1Qidi46yrIKsGvWXPmgFm46sAc61L/I0Giq8/C5t3W85KgOMm9x9PULgH1yZIBmt7tSOyjlMqJPu9SMz9wq9dGZi+5YmOVBNFjl7w22kJ/r7Ukz6zIXkBkmbNFyMp+4uDV64bYdOl1yDkF6ku/hbIOuRBiCfp7smXXxW7wg/S26cc+GL3b82wy0POthOY7c2LfjVHRd+pqUYbg9Gk/WRePJDaPx5G7ReHLfaDx5RDSe/B864vUJ0D+ViN3lp4t2RDta//O982xnowH6GF8pbxGpRGxWKhE7E52C6w28vsh59PN4LyBZzOsbjSf7oyOh46LxZClq+28CvJPj7/bfQHR0p2PXQTs7+/rbD0WH3HWjpSAi93Y8f5dlZSpnzjnySoL0igTpVQjSvQnSTUnebZKdZl809Mg5f+sw0S3XcYpbZjS6FWmLiHOFRw1FpDM6THwA+gfzDNpbft4513iJufzn3RvYyTl3lP/+YGAj59yJDY47BjjmlE06Ln/hkE6rz5zLvOe+mPubADusVbd0XTvkiMdmfHnfuLkl2cCjJbotKXVjj1+iz8SpbtbAG6ZNqM/x0u7Vq26ph/ddvMc5fwybe/tPfWa+vVzQcfIfbs6gG6YttF3oof06LH3bHouttf2d0ya88OW8+X8k/x3aeeVjBnZYscuFv4+eNY9FnqGdwG9ndOn/2Cdzfjn4kZnfNLzvsz8v2Wf2POd6Xz1tvAPaC4w8Zol1V+4iHde88o+P/phNSYNZXTv45uQl+371W/3MzW6Z/ln7JZatW/mEW9f/48Pnf/jl2f82uVCI1HWUVf58T/8Zn7/zy09PXJLZt3txdCc0zty8Y9d/Dem82p+fnpH677tzfl6qE+2+PrnL+q99PTe9230zKrLGu6l+jC874IX2m7c7+qm5X/0x+qmcH6wAD+y9WHRoj7plul/++5ips0r7ewLotGrfxbsNv7DXT09e9sW0cS//Vspzr3zcLevNTU+Z+f29ZzXc9KRoSw4YuuxyO5ywxvf3nT3hyS0/69a/W7slV778jw9z/R20lACjj11i3ZW6SMeNJ/5t+pzleyz+3TWHjWXenPnP9eTwxdbcYrW6pVa94vcP/5hN/Vd/WXK9b9P1sza/dfpnpWrHEn22WXqZrQ9ftf2Syy60QUb9rOnz/hjzzPe/vnrnlOw2AXToGu3U7cCLe82b9uvsybf/dYKbPb2+Y/d1F+t24EW9Znz+7q8/PnJBUX8HnVfvv0TXPc/q4ebOqv/hofM+nT3l85kAQ9euWzJ54OLrHPX4jC9vHj3n18bOs9LhV61bF1mxs5szcx7t2st3Vx86lvq5zfqdtVs80n6VE+/sP/XdRyb99sqtk7Pvay/w9clL9p30u5u94xf7T+2ywe7dp9z5t/Fd9zhzrfoZv8+dfNtJEwAOXr/D0nfsudhaZ03de+7Nk9ea9sN9Zzf7PdkU3Y+5sY+bO7u+fZflOs6eOOH3Hx4Kiq0d/5NzLmeN94IBXETuQa8wR6BD0E8552b6+9ZwzjX7A1FENgEC59yO/vszAZxzF+Z7zODu7T8aecySH7Fg7e6LQJCz5x2WIHIIOkx1BEF60WSwIPLCDNdx4PqzblpmDnV7pDoPXx34DzDYDwNljrsWzY5edqEkkSByADo82I8gvegeslrj/VPgKD9H3/D+w9Be8JEE6VsIIueivdSDCdJ3NfOnLky3bL0A6E2Q/jgaTz6CXkWvmkrEFkqA8b3AY4HF0H3Nf2lw/85oMlwslYg9BSAig5xzowgiUXT50+vAzvOTD4PIDegF6ArNmd8vK50C+unKuXt8ffncfZdGe1OpPMduio7yHEOQLlT/vVmi8eQxaGLTmpmhxhKe+2q0J9Q1lYjl/R34edc5uWoOROPJV4BVx3Q6asuITP8GXS1xZinbuRD/er9X3/OOfWYHhwAHphKxe/x9q6E93csJ0qf72xJkdgcM0nkvxIrllzrdgNZUuBidEpiJDl1/2/Bvp8Fjd0CHt59F9wq4Ep1m7Os3/ii2Dev7c3RCN1ca8VLHU+5YVX7cfdCs616dyhJjgESeHB6i8eQ2aALt0ehy2CfR0bmHim1Dg/PtieY7be5zWBYWRE4BLnth3sCdjprzt/vRJESAnVOJ2DN+BPRdYKkeM29/bQ4d9gaW89NvZRONJ7uhP/8ZaIL1IUCkQG2NojQ2hP4MOuT6EbpO9nQROUdEzqPla+TeA3qIyBoi0hEdgio4oT9qcv1MgvT+fshjRYL08GKCt182sWap1iA34k70QzaxSCnRIDIQGHLTvKHT51D3CZp4cgf6B9lwXeIQYESODM/M/OT65JYZXs+3pvku9Hd3A0FkFBq876CITVNa4Ca0h3y2//42dHneQtmufgnLq+hQ1wXA6BxLPYYBf7Dw+2+k/8O8Hk3CObbByoEH0QSX0DepyaEXwEbtJgRox+/eaDyZb/nmW+iSvOPLlMw2CEijw4+l9jA6x7hnrjuj8WRPH6CnA79G48nLswtu+OSrrYCbIjJ9GPrZdXsZ2rlAkH4TeGKwfLpbhD8+Bc70W5iCLjkDXR6U8TC6bG3nlj51NJ4cjr6fnwY2SSVi96USsVGpRGxcKhH7slDwBkglYs+hiVs7oAGvHRrEig7e/jwfolNyPwNPCfXTlpCZw16qH9B+Kkssi041vOEDVC4noHk7d6Px5Gd0OWlzbYtOJb2X5/6bgT+2a//+gegw/5PA0X6jG9COw2Dg33Po8BIa4Pu3oD3F2tp/fRntYCyO/9tvicaS2O5wzv2OfmBO8/9mo7tktWii3zk3F32DPYvWsH3AOVfyOtQ+8/UedKnW+KzSmeWhgeNvaA3uvza499S5rt30G+busjJwWSoRq/dJdw8Cw+cHfL2670Hu+sKfor+DfjnuA31zziR/RvNc9I19PZrodg7aWy9fBnaQ/gH9oBvul/o8hWZ+N0xmuxINIsPQbNBl0YScOgC//Gw/4CFf5SvbIeiHVZwg/XWD+15D62aXoyZ3S/UG2KjdhFeAY9B51SDnkfo7uhad2y/HPttbokvvyvFeeAWdBz2hYTZ6NJ7cFK2F0AfNn3gUrRfwfjSe3MAnX/2HBUmW+wIfEqQXmnYqk/NEWPqaDv/5AO3EHOb/To8B/keQzp6mGoUGq5bO9e+OXlSPQPdaz11wqhGpROxadIXMDsA6qUSsWcmJqUTsS3TufPiw9q9dt6L8xoB2nx+dSsQGoO+ZlYHbc/xeV0Yv2G5JJWIzfC/3ZWDb5qxIyCqh+1IqEZud8yDN+7kN2D/Vefj4VCK2ayoRy675cTLwG/r6vuJv24by2wyNo6NZ0LnaoKUnLSqJzTl3Wda/TEGOFhdmcM495Zzr6ZxbyznX0qz2fPZFe/f/Q8svXl2m58n09HeMzryn90zX4QngNIKIXjAEkdWB/R6t3+z731n8BxbOjL4RLd2XyWDP9FIWzYzWADyOwj3wDwquzQzSaYL0nwjSGxCk/1mhdZyXoBeA//S9hxvQKmjrAUTjyUPRUYh/pRKx/6USsXfRRMlNWLBM7HC0J73Q1MBSneaf/01yZdFrOcN3aL0BfDrwTSoRux/92c6MxpNb5jn+LvSDIOcObM3ls43XRUdASs4nHF2GfpDN76H6IdEX0azijVOJ2N9TidjB6IdqZ3TU4Qt02dIpqc7Dl/TnKEum8CJ0WuuxTduN22llfnwLuGJC/Srnk50UteDYzJK57Zs7QuKD9wPoh/xuhaYbipFKxFKpROz5hnsYNOM8M1OJ2L2Xdrj+D2DOCvLbQ/72t9Bpgx3IVGJc4Gg0xlyXddtLaMnaRatkNm4D/9jGht+vQlepHLfQrfoZPAy4gSA9LZWITUI7RFs3oy1N1R8Y44fMP0ML4FQmgOewDJoFXA3OQKcA9kWXR+zj1ymXwxXoMNHNu80+f2PnWAy4yv8xX1jvcJfN2XcN4D8NepBvoJm/f/MZnoehGwR8TG5jyBXAtbrPQCpfErRxQfondM31Xn69/BXoaoZbovHkUegf+cssCNb4gHYrcHY0nrwCXb/6Er6CWcZdey72JlrJ7KQCa35HAAMJIksV197IqvOrJpVXL2BCVrv/gpZxzL1aIkj/jlYW24sg0jHnMc2T6TW2qDJUI26sY+6Evdq9es/9/7fbFWvEn0igw84fAJv69bkApBKxEego07/RXst+qUTsDhYUs6lMAFeni7DYc53OmNZDvpvWXX7+y4T6VVPRmfd0i8aTqzXoTT6P9kibVDXPX/z/CX09RqPD3Y1t1FJZ+jmmF1zZK1x0NO814NLMsjM/DXQM8Ez27xW9yIbmBa/j0enGwmundVr1KXSqKbsGxInoFFv2tMfLwJblnF7174/18dOf/mJ2DAs2Myn02PbReHLVfCMWRQVwERkrIh/6f2PRObI+mduL/Dkqzi9VGoDuYT0PvTKbAZxUhufaDv3wvRbY8lO36qwr5u49Fx3y/RI44OZ5QydPZrmfaFjlR4dGL0D/6D9Gr9auL/B0HwLd0D2ks62D9lCbXRy/zC5Gh/avTXUePhtNahqIjkB8AuybI6njz+hIxMloz3Ph9atBZNVd1+kwGLhtoSTARY1A3++bNdrKIHIO8A3wCUHkSTK70pVHb7KmO1KJ2DS0p7plNJ7Mt1zwfrQHuEOe+5tjH7TEZL65xRZLJWKzX+t08tuXd7wusl/diJP/VXfzGeg89pBUIrbIblapROzXVCL2t1QitlsqEcsE7H3RJZIly/RulAaEU5aQmds93+n0bu2pn3PMnFNWRi+kvgZGRePJzHawmWmvoofRo/Hk2miVxf/6r9unErFGs7tD0BftOf8v+0YfkI5Fcxyu8Dcfga79bzjiOR6dAhzQlCeO6qYyBwE3Fllk6Ap0GlNzi/Sz8njgQb9MMOMVdPSzSe1potWBpdDP7YxxQJ9CUwm+LPV36GfR8rmOKbYHvgu6lGxX///10OHIzO1lF40nF69bultTa7Pvg87z3geQSsR+Qq9wD2hizd9iBOiFzSmpROw1YLOr5u357cVz9p09xS1Td+/cbT66cO7wVYGT81xZP4wG7R5AkgbDxA1k3ggNe+GZq9p3m/kzlFeQno0Oi68MPJDqPPx5dN3xTsBG/vezEB/QhvrjeqUSsU8aHPKnefWuI41v/fgWul1nvqFp38bIDiyoVPV3tMrXCIJIviSd5tPRgFXQi7Zst6F5DIfleeTz6DzevnnubxLfa9oZzS0o35r4INJjJfnlsNmu7rZP6ld58IC6l0l1Hv5IKhErrpiFDoFuTGV73/650/9FP+suWEJmrfeNW3FpdHrnr+iI5CvReHJ/gvRX6AV7o6Vjo/Fkp2g8+U/0w3wjNOEr1up63gtkks8W6QGnErGPgX8Bw6Px5C3oaOerNNiH3U+ffUQTAqbviD2O5hfkXaXUwIto7/o8X6nzCnRlS9DguFf813LOg+faX2A8ehFe6HPlH+hFyKnoRc8iiho2cM41TAoKw6hldzyxqR+iO6ObHmRf3d+OXsntjn5It5hfarEZcGpmaDyViH0TjSe3umbeHvdeM2+PrdCgFaQSsdzZ3toLP44gcjrweyNJZZkA3o+FE902RHupDYNc6xGk3yKIHIfOgY9LdR7+Bnqlfg0B36GV8l7JfojvcS/a49LNXo55ZMJc9n5geuH3aJCeThB5j8bnwS8EPgcOJUjPIoi8hX54vEoQ2T5HglxLZCpTLZRwmErEfovGk48C+0fjyZMXGZUI0rMJIo8AexNEOrPoFqQF+cIaa6FDtV+hiWN1lDE/xDsGmNdR5p61jnz3Ezr6cClB5Oki8zAyRUAqH8Ahs8HRkzA/Tf9t4G0fsB4H7ojGk9+kOvM8mrBZ53NWFhGNJ5dDe/BboBnap6USscm5jm1FtgPG+KI5uVyITgkdjs4tH5YnIXI0sEc0npTGEiZ9tbm70AvW3VOJWKFqhQsEaUcQOR7Nfcmst/47QXqhz8ZUIjYlGk9OQOfBLy7q3E3XDx26H5t1W+Zvvje6vGwhfgXGvsDVqUTs8ob3Z1TTdqIvdF6l91LRIncG8r2KwSxa6u9ltAJc7prgzbM32tNfaFmL/4PcBv2g7p5KxBrrJUKQntpoRriWiJ1M7h74SF8OsvUK0jehHwafosWBOqGjBqsBzxNEir0aPghY5sp3ciek5vAaMIggknv0RTPkBwJXkdlqNkhrUpJeCb9PEBlW7JMVITMHlmv1xUNonfzNc9wH+uHfhSaWVo3qLlSj/fm/QDO7j0bzMspXT0HnT/cGniZIT/YB+wx0xKnQ1o7Zjz8ceI0gXWwBjIpIJWJT0bnhb4CHP6lfZRT6u8m5UiCqW92+6u8fnkrEDmr1wTuILIb+rb6Y75BUIjY7lYjtj9ZI71OglsBo9L1dcAOoaDy5EdrJGo3WR2jaZkMarDdH8ygOQ6cpc3kZ2KLA8s2W6gd87kcTMzJ/8/nKC28DdCSzaU8eFavbWwKPSl3HE9EP04I/lJcZKl1oKVYqEZsXjSfvQDN9u/tMxJbaCS3tt8gaS3+FWY4e8YdkB3BN1uiPLrdp/YL0SzSsJRBEIugV860EkXWL6FkeDnz0+jfzio3gbwCnoxd2r+e4/wD0QmzhHl6QfpMgsiHaU3qIIPIk8FeCdEsrOK2PZqB/keO+Z9Glb7uzYJgv26u+rdugH0CNisaTe6H16m/0/zZGg8jbtKwGfjF6oiWPs3s5T6E/W0AQudMn6OWzqT9HsUOoFZVKxH6NxpN7AO8cNPusw97tdIITYTsWJG0B82sdPIYu79o5lYiVas/pctsMvdDOtbR1IbmmwhoY7b8OYOFy2vP5ueEb0I7KzqlErHmVNoP0Ryy6nLehl9H58YFklWf2iW0D0RUii/T8fRt3Ri9GHiqwYqAfC37mjO/RlRd98jxmR3TVTq7PqfmqqQf+av2s6fPQOtjF2Ar9cMyV2HQH+rMf1NJGRePJ5dGA8Exjx5bYGKA3QSRz1bg+esXWOue/i6GZrX9Ckz4K98oWzIfeU+/coCKfIfNhumivVnt4w9EM20WH6TSRaVM0AG4FjCOIXOh7Js21PjA2V+a8X/YzgnzJUPpajaLIuTtfgORi9H1zQioRey+ViF2VSsQOTiViV5d17ltlEu4WLI3UkabT0R7baY08/nD0A61ZFbwqIaVbAR/7I0tvOpHlv6fBPLgPCHejwfDghYJ3EKkjiOxIELnV/yvXSpnm2g7NIXmtBOf6EB1SLjQPvj369/F/zQ7exXsFvRjeK3NDNJ5cBf1beQf4LhpPnh1deHvSdmiBqiQaT57MKvJD1nFLotNVCyV7+47dePL3wDdGp38L1gComgCeSsTmzPzmwzSwa5Ep/1sCb+aqWOSHCt8EDm1OQYEGtkMraFV6N6sxaMDODMO27gS2YumQ9TtoPkCh300mget+ESluxyldyjaB3JnoG6KbUeTfUSRIzyFIX4r2BO9FNyN4nyDS2OYyOc4VWWhpSR4vA+sVKD70MrCRzwVozC7oB8kFLS3f2EybAd8uMvwdpN9Dh0lPJYjk3ss6iKyIXlzdS5Bu0XrmckslYncBNzw+b9Nu9U42IYh0gfkXULejQeLkVOfhYwgiwwkiZxNEbkV7os/4+/cG3vZlkVuLIcDbpXj9/cXppxQO4EcDP+ATkMvJ50g9BhwZjSeX8Nnfr6Jrzo9CC22djy6TEx8zLkEz7RPoHt/bknub5Mznc66/85yZ6NF4shP62dDocuCqCeAA0z97+zd0uGLTQsf5Oaa+FC5KcTt69dP0D9+F7YRmR1Z67XXmZ9vaf90UfcPnHJKqMjegv5tCv+f9gfd8QGh8DnWBN4BN/Zr5bMPRIetHGj1DkJ5CkD4M7VV2QT9sz1ukdG5hK6OV5gotw3zFf82XePcyWrCi8aVx+uEyhWJ+vvLYGF0JkMvZ6M8R5Ln/THT49pLSN6ss/vJ+fY/x7cS1v2LOsBuj8eRQdLpg+Joy6Z+pzsO3Ry8k70YDw07oNMYwNNeiL9ojvC736StMLxAHUNoaAe+TJ4D7aYadgUeaW4WuGS5F/x5fQoetl0aXN96MfjZchQbqJ9EVQ6f4285C59hHAmfk6BDmykDPGO+fs+EF+vro30OjSzqrKoDP+OydqegwztBGDt0M7RUXesM9gK4JP7HAMQX5X9YOwPPlLoa/iCD9HZqZvY3fg3hn4NmylkStnPvRIi+5q40FkbXRuanmrCJ4A/2jWbA3sb5++wFPNihQUViQzuyffB9akvZrgsgFfni/MZn8hUI98FHosHG+YfLX0b+HgsPo0XiyC/o382AovW/tWa+OBqkc96e/QOfgjySILHwxohuK/Bm4sVVtWlRAKhGb+a3rutkvrsuMge0+2w8dZt20t6ROe6nT3/ZAh4fPRpfjLkGQXokgvSdB+n+68iGdQi9mtiWIbBTSj5FtELoRStOSyAobDazms/Eb2hZdU15MrlNJpBKxN9G58t5omeetU4nYe/4+h9b4OBXtVGyPLjU9OZWIOX//dWgdjobTef3QDPpvWFQmE73hPHhmNLW2euD1M3+fh87BxBo5dEt03Vze4WRfDOBa4KBMOc9m6Isugar0/HfGc+gQ/jA0KD0aUjtKS/cYvgfY1ye2NZTZc7k5y4le8V+z5ye3QTdXKbghd05B+leC9EFoNvir6LD65wSRf/qqevlkAvjYfAf46Z/XyFfqUYcz36fxHvgOQOe92494w8+vXk4QWaaRx5RSZpSr0PTOeehyn6cIIgcSRCIEkV3R5VkpSrB3ciU9e+Hxvy0rv1+4VfsPObvurpOu63DFgKc6nXU4mry2C0H6XwTpcQTpfGvgb0Y3lml2B6OEMhcR7xQ8qmne919z9cJ3Z9ENi8oulYj9B1gqlYj1T+kmLtn3Ob+ca3lgmVQiFjTIG3kYHcE7uMFpBwAf5lkul72ULNtg9CIiV9BfSFUFcO8pdF5wtQLHbIMmADSWxZxAl9Hck+dKsDGZPVqfa8ZjS+EatF70fejwaKXn4cvpFvRn2yfHffsBb2RVVFq56LNqoY0JLDyKcyBam/ipnI8p7rxvE6T3ZME8+v8BNxWYx18fSBXR438F6B2NJ1fMc/9bwAZZyYy57NSZWVMvqbv+AnQo/SS0OM3SjTx3qfT3X/NPF+j2m0PQudHMut/H0Q+yHf2mP9XmCuDro+ueunCn9u+NRLPwhxKkG83k9hdnDwJ7tDBRshQ2Ar7yy1dLJTsTfT6fHLYbWoK1UsPn8zW2Lj2ViM3LNYrlO4RPoEXCOsD8rXEHkn/kYhJ6kZYrgI9srC1QnQE86b/mHEaPxpPLoG+KRq/efPLCgWhS0kfRePIf0XgyX1p/LjsCY0u0FK3pgvR4tOcyETjO91xrxXtooD1soVs1O7cvCw+fF5uFnpEEtiaILOd7ovsCDzS1IEpOQfprgvShaBWlw9AkmFw2YkEvpJDMMpJ8Q6lvoRWmcm5u46d5dvxb3QNfi7AWOvKwMzqF8PD8eupBZFmCyH8JIqMJIscW0a6m6Ad83sgyMfwF2cboCNsZ6O9lQAmW64VDg/AO6IX188BGDYsUNeJ+tDRyi7cnbaGNKG3vm1Qi9gtahnZgg7sGotXJCtc7b53uQuezM6N7g9G57EX3LSd3JrrfcbEPReZUVWMAn4AOqeWbB98S/bmKGn5JJWLPo9WQxqLzUh9F48mbfSZgXn55wBaEN3yugnRAkF6FIF2x+aKK0Ln824HN/Jx3xv7oEpSHs25r6h/7bWgG/9Ho+s/F0NGMUgrQHIyLfRZ11j2RVdCeejE7f70PzCP/9qGZpXH5Ev5WBbfqPu1f7Qa8SpB+yc/dH4XONSYJIv+H1io4Hi0Leh1BpJRBoz+6YUnjgvQ8gvRTBOmLCdIPluSiKkxB+lOC9DCC9D5+TXJTvIL20BrL+SkfzV9YlRIHcG80iw6hD0X/vsP9XG2ep9GE5szy5EwtkjdzHw5oAM/uNPZH41dRexJUXQD3Vy1JYEieeubboslpRS+n8mtid0Dnsy9Glwfc1sgSs63Rq6taGrZube5Es3GPB/C9xaOB5wnSzR/10A/S59CiIBcAjxGkGxZaaJlMaVxNxrm0wb2ZrPJGA7gvDvEh+Xrg2mudSP6KbJsMlM+IyLSuZNfXD9J3oK/lJujOZx+jvZ910Lno/2usbUXReu9rUWwANwtoGdYXgB2buz1pCZRj/jvjfaCn7wxlDAXezbW5TWuX0j3K7wf29JVA90MLfBUqbDMO6Jq1VDSTwFbUhlRVF8C9p4DFyZ3csy3wenPmT1KJ2A+pROwMtCe+PwuSpXLZES0UU7BSjmmBID0RXW99rO8JHI5eZJWi2tzB6PvoEUq8t/Z8QXoCuvTpIIJIdoDdFfiJwkvIsr0LbODnB3N5i/wBfONt2n8w1znq0Tm67PbdhCbldCNIb0mQHuNLyF6FLrVrbnJntkLrYE3jnkFLjuYr+FFuGwFzWLSSWCmMRFcLbQTgg9iGtCQXJXz/QUf3RqPv/TsbOT6TyJYp3DMYmFTstGy1BvCX0SzFvbJvjMaT3dClGUWVlizgIvQDJ1Fg17KdgJfDSLRoY/6Bvk9fR7fZfIVF69s3fc42SP9AkI4RpPciSP/Q0kYWcCFaDvI/BJF2fq34bui2hsUuPXwHiKC5Grm8BUTzFELZZMd2780Q4W2C9KJbVAbpmTk2p8jkF5Rip8H+/usHJThXW5QZ4dup4FHlsxG6gUk5pjIyyyAzc8Y7ogG9agO43y3x30B3dNe1YgN4Zhh9I5qwpW9VBnA/rPgYsHc0nuyYddee/uuTLTz/PHTN3+rk2Ds8Gk/2QJeDVOM8TXXRtb8HoetQ30d3CVsoO9M5V1wltjBoIlMcHRo7DS0AsRia8FKszHRQY/PgC/XCo/Fkp2WYOqCHTOxCU96rQXoy+lo3tlyzGP3RlR4TS3CutkenSMYTRgDXZZAbUJ7hc/y2qW+igRt0xckUikvubLVSidipaLnmLfxGN4V8h9a86BONJ6NoXHml2OeqygDu3Y0m3OyRddu+aDJOU5NFFpFKxF5E59rj0Xiy4VrkzI5UtZU41lppgYuoH+ZdZG2kiLT24jV3okuCEuiqgQcI0oUSWxqagP6R5wvgo9G6Bw2H0Qds0e6jjqKzp03N1XgOLdPa0iVM/dEeXGv/HbVmzwJbFFkyt5R6o1nwZQng3qNA/2g8uQ9a7veWCtTlL7tUIvaGX1rW2HEOvUDfngUXMkX/rVZzAH8W3cXpFF+fti86J35nMevninQOepHQsBe+L5poUQtlS025afA6CDgB7YEf0ZSH+xGhkeRPZJuFJr00DOCbbNV+DPVOfqHIpJgsb6O7FTZc5lM8XZu+fjOe2yzsWbSU7JaNHVhQEOlDEDnAJxYWo5wJbBmZgjUPADOB68v4XK3VA+j02HVoAumEYh9YtQHcX6Ul0DfZmei8w3RKuC1iKhF7H+1ln+LXlxONJzdElz7cUarnMW1AkJ5NkL6WIH1FM9frvwv0K5CT8RYweP66bqAd9Rtv3e6D+nbinmvGHvGZD+2WlPLsgyb0VPWQaCvwKhrcdmzswLyCyDbohdQ9wMtF1u3fCN3y8rNmP28j/BDz7uho556pRKzR6mM16CG0ZDLA35vSAa3aAO7dgg71XYBmn//FFwgopXPQDSsu9cvKzkUT6BpLTjCV06KchyrxDrpssV+e+99Ee2nz19WuJ19tuZz83o7m5GrolqrfkH/YvhiZ3rsF8JYI0jPQIN68AK61/q9Bf58nob+XU4p4pBZwKfP0RyoRG5FKxHZJJWJhVbQMlY9ZUTRp9N6mPLaqA7jvhe+CVlPbMpWI3VSG5/iQBVvHfYSuU/x7EckJpkKcc6XIlm7tMolsG+e5P7PT1yYA0Xhy5c3bje3mb2vuB+O7tKwHPhCdu6/OSmqty7NAL4LIqs147J5o5b04QfoqdOnk3wgiS+R9hJbZXY/CRUhMiaQSsZ9SidiTTZ3+reoADrrhQyoRuyeViJVio/l8zkaXltWhw/ZXlfG5TBOJyBONH1XdUonYRDRjNd88+CQ0J2QHf8vGO7Yfye9usXE+q7w53kGXp63QzMcPBEYTpKs+KakVyCQ2NWdlwBHoNsOZpNt/o6OKe+V7AAt2dCzn56ppobqwG1ANfE8/TpXtiNSG7BJ2AyrkHQr3iB8FTiKILN1Xzt+hX7svmeXqmjQkl+P58M/ZtIskXYLUn7aZlFQO49EVNvvSlH3Cg0hX9KLuwqw8iNeBr4BDyT8VuAVawKXoipam8qq+B25MG/I2sKYv05jLg+g8+cEHtX8hNs+1o5PMbcp684beR0vZDm7swBzWRde7l6OCV9uj89D3o5vw5CrYk89u6Of8Q1nnqkf3Gdi2wN71mwOjCmx3aloBC+DGVI/MtoT5euHvokUgrtyv7pWVR7u1JxCkv272s2m2/HiaF8C38F9tDrV07keHtfduwmP2QHf9aljK9g5/rob7V0MQ6YwWcLHh81bOAripes65sDZ6qLTMzmT55sEdcMIfrvPH79evzT/nHNRwE5XmGAUMasZmGluj+x1/UYI2GMhsHzwWGF7c8ZEl0QIhjy6SSR6kv0Iz2w/M8bvdEF3+ZwG8lbMAbqqeiJRnM5JWJpWITUd7Uvky0SFIf7zerFuu3Wv2Pxjj1i7FspyRwIrAykU/Ioi0QwP4K1aBreRuATYmiGzQ6JFafrUTmhuRy13oVMegHI+bhwXwVs8CuKkFbSlR6h1gw2g82b7AMZugOxqVolJgpopaww/5QjZBg37VbkrRit2CVi47t4hj90Z3vcu3Y+JDaAnegxrcvhswgiD9WzPbaCrEArgx1eVtdAlQr1x3+mJDW1K63tMYtDfWlHnwfYFZNDVz3TQuSE9F92+PEUTyr77Quum7Ag/7fcVznetX9Hc03M97a7lVraBn+zxUAQvgxlSXxhLZouhw96sleTbNQi4+kS2ILI+uO37EBxtTelcCH6Nb1OYrxjIUWByts13I1UBX4DD//Qnoxdc9LW+mKTcL4KYW7BZ2AyroM7Q+9aZ57s9seFGaAK5GAhsUTGTTvc5XQYd4lwDOL+Hzm2xBeg4aaNcArs/ze9kP+B4Y0cjZXkGr+J1PEDkIOBq4myD9U+kabMrFAripBW1mtytfavFVNEksly2BX9Bec6m8BiyHbi+5sCDSjSDyILqR0LfosO2fCdLjSvj8pqEg/Qo6D34gGsyz7ossjxY3eqjRTWw0yfAINOv8TuBH4IySt9eUhQVwUwsmht2ACnsJLegSzXHfVsCrJd5TOdOL22qhW4PIsmiC1FDgRuDPQB+C9NUlfG6T3wXoRj5XEkSGZt3+F6AzOjzeuCA9Ac2pOAToZ73v6mGlVI2pPi/5r9sB8zfwicaTKwNrUewHd/G+QnvX26O7WmXcAKwGbEOQfqPEz2kaE6TrCSIHoMPgDxJEjkCHzU/X79MfN+FcE7EdFquO9cCNqT7j0OpaDef+MxtdvFDSZ9Nh1keBnQkiXfS2yG7AMOBcC94hCtJ/oCMg44H7gJeBycCfwmyWqQwL4KYW3Bh2AyrJz4M/DmwfjSeXzLprD7Ty2UdleNoH0KIgB/itJq/2z1OKam+mJYL0D2hS44HAiUB/gvSP4TbKVIINoZuq55xrE5XYGrgfnXPeF7glGk+uhA5xX9HUPYWL9Aa6hO1faNJUN2BvnxFtwqa/B1v61cZYD9xUPRFpM1noWd5Eh01P8lXZjkcvyG8oy7PpMPqxwDRgTeAIgvQ7hR9kjCknca56ShWLyEjnXHN2RjI1TERcG9rQZL5oPHkA2ut6DK1f/UQqEdunrE+q+3y3J0jPLuvzGGMaZUPoxlSv+4AhwJHAJ1QicUnXFRdeW2yMqQjrgZuqJyKTnHPdw25HWPz89w+pRMwCqzFtiAVwY4wxpgpZEpupeiIShN0GY4ypNOuBm6rXVpPYjDFtm/XAjTHGmCpkAdwYY4ypQhbATS2waRVjTJtjAdwYY4ypQhbATS0YGXYDjDGm0iyAG2OMMVXIArgxxhhThSyAm1pwXtgNMMaYSrNCLsYYY0wVsh64qXoiMinsNhhjTKVZADe1YKWwG2CMMZUWSgAXkUtEZIKIfCgij4jI0mG0wxhjjKlWYfXAnwfWc86tD3wKnBlSO0xteD/sBhhjTKWFEsCdc8855+b6b98GVgmjHaY2OOcGhd0GY4yptNYwB34E8HS+O0XkGBEZKSIjgeUr1yxTLUTkhrDbYIwxlVa2ZWQi8gLQLcddZzvnHvPHnI1uRLGXK6IhtozM5GL7gRtj2qK6cp3YObddoftF5DBgF2BIMcHbGGOMMQuULYAXIiI7AacDWznnpofRBmOMMaaahTUH/l+gC/C8iHwgIteF1A5TG1YOuwHGGFNpofTAnXNrh/G8pmYNAqwamzGmTWkNWejGtNTjYTfAGGMqzQK4McYYU4UsgBtjjDFVyAK4qQXHht0AY4ypNAvgpuo556wSmzGmzbEAbqqeiFghIGNMm2MB3BhjjKlCFsCNMcaYKmQB3NSCJ8NugDHGVJoFcFP1nHO7ht0GY4ypNAvgpuqJyBNht8EYYyrNAripBbuE3QBjjKk0C+DGGGNMFbIAbowxxlQhC+Cm6jnnJOw2GGNMpVkAN1VPRI4Juw3GGFNpFsBNLbg+7AYYY0ylWQA3xhhjqpAFcGOMMaYKWQA3tWC3sBtgjDGVZgHc1IJRYTfAGGMqzQK4qQUTw26AMcZUmgVwY4wxpgpZADfGGGOqkAVwUwtuDLsBxhhTaRbATdVzzlklNmNMm2MB3FQ9EbEsdGNMm2MB3NSCgWE3wBhjKs0CuDHGGFOFLICbWjA57AYYY0ylWQA3Vc851z3sNhhjTKVZADdVT0SCsNtgjDGVJs65sNtQNBEZ6ZwbHHY7TOsiIs45J2G3wxhjKsl64MYYY0wVsgBujDHGVCEL4KYW2LSKMabNsQBujDHGVCEL4KYWjAy7AcYYU2kWwI0xxpgqZAHcGGOMqUIWwE0tOC/sBhhjTKVZIRdjjDGmClkP3FQ9EZkUdhuMMabSLICbWrBS2A0wxphKswBujDHGVCEL4KYWvB92A4wxptIsgJuq55wbFHYbjDGm0iyAm6onIjeE3QZjjKk0C+CmFhwddgOMMabSLIAbY4wxVcgCuDHGGFOFLICbWrBy2A0wxphKswBuaoFloRtj2hwL4KYWPB52A4wxptIsgBtjjDFVyAK4McYYU4VCDeAicqqIOBFZPsx2mKp3bNgNMMaYSgstgIvIqsAOwDdhtcHUBuecVWIzxrQ5YfbArwBOB1yIbTA1QETsPWSMaXPqwnhSEdkdmOicGyMijR17DHCM/7ZzudtmjDHGVANxrjydFxF5AeiW466zgbOAHZxzaRFJAYOdcz+VpSGm5omIc84VvhI0xpgaU7YAnvcJRfoCLwLT/U2rAJOADZ1zUyraGFMTROQJ59yuYbfDGGMqqeIBfJEGWA/cGGOMaTJbB26qnog8EXYbjDGm0kLvgRvTUjYHboxpi6wHbowxxlQhC+DGGGNMFbIhdGOMMaYKWQ/cVD1f7McYY9oU64GbqmdJbMaYtsh64MYYY0wVsgBujDHGVCEL4KYW7BZ2A4wxptIsgJtaMCrsBhhjTKVZEpupepbEZoxpi6wHbowxxlQhC+DGGGNMFbIAbmrBjWE3wBhjKs3mwI0xxpgqZD1wU/VExLLQjTFtjvXATdWzLHRjTFtkPXBjjDGmClkAN7VgctgNMMaYSrMhdGOMMaYKWQ/cVD0RCcJugzHGVJr1wE3VsyQ2Y0xbZD1wY4wxpgpZADfGGGOqkAVwUwsGh90AY4ypNAvgxhhjTBWyJDZT9SyJzRjTFlkP3BhjjKlC1gMvIxH5CJgZdjvagOWBn8JuRI2z17gy7HUuv87OufXCbkQp1IXdgBo30zlnCVZlJiIj7XUuL3uNK8Ne5/ITkZFht6FUbAjdGGOMqUIWwI0xxpgqZAG8vG4IuwFthL3O5WevcWXY61x+NfMaWxKbMcYYU4WsB26MMcZUIQvgJSQiy4rI8yLymf+6TI5j+ovIWyIyTkQ+FJH9wmhrNRKRnUTkExH5XETiOe7vJCL3+/vfEZFoCM2sakW8xqeIyHj/3n1RRFYPo53VrLHXOOu4YSLiRMSy0puhmNdZRPb17+dxInJPpdvYUjaEXkIicjHwi3Mu4d8wyzjnzmhwTE/AOec+E5HuwCigl3Put8q3uHqISHvgU2B74DvgPeAA59z4rGNOANZ3zh0nIvsDezrn7AKpSEW+xtsA7zjnpovI8cDW9hoXr5jX2B/XBUgCHYETnXM1s/SpEop8L/cAHgC2dc79KiIrOOd+CKXBzWQ98NLaHbjd//92YI+GBzjnPnXOfeb/Pwn4AehaqQZWsQ2Bz51zXzrnZgP3oa93tuzX/yFgiIhYidXiNfoaO+deds5N99++DaxS4TZWu2LexwD/BC7CCkE1VzGv89HA1c65XwGqLXiDBfBSW9E5N9n/fwqwYqGDRWRD9Ar7i3I3rAasDHyb9f13/racxzjn5gJpYLmKtK42FPMaZzsSeLqsLao9jb7GIjIQWNU5l6xkw2pMMe/lnkBPEXlDRN4WkZ0q1roSsUpsTSQiLwDdctx1dvY3zjknInnnJ0RkJeBO4FDnXH1pW2lMeYnIQeg2rluF3ZZaIiLtgMuBw0JuSltQB/QAtkZHkl4Vkb7VNJ1pAbyJnHPb5btPRL4XkZWcc5N9gM45JCMiS6HzW2c7594uU1NrzURg1azvV/G35TrmOxGpAyLAz5VpXk0o5jVGRLZDL1i3cs7NqlDbakVjr3EXYD3gFT/70w14XER2s3nwJinmvfwdms8xB/hKRD5FA/p7lWliy9kQemk9Dhzq/38o8FjDA0SkI/AIcIdz7qEKtq3avQf0EJE1/Gu4P/p6Z8t+/fcGXnKWpdkUjb7GIjIAuB7YrRrnDFuBgq+xcy7tnFveORd1zkXRPAML3k1XzOfFo2jvGxFZHh1S/7KCbWwxC+CllQC2F5HPgO3894jIYBG5yR+zL7AlcJiIfOD/9Q+ltVXEz2mfCDwLfAw84JwbJyL/EJHd/GE3A8uJyOfAKUDeJTpmUUW+xpcASwIP+vduww9FU0CRr7FpoSJf52eBn0VkPPAycJpzrqpG7GwZmTHGGFOFrAdujDHGVCEL4MYYY0wVsgBujDHGVCEL4MYYY0wVsgBujDHGVCEL4MYYY0wVsgBuTA0SkeWy6gxMEZGJ/v9/iMg1ZXrOk0XkkAL37yIi/yjHcxvTFtk6cGNqnIgEwB/OuUvL+Bx1wPvAQF9EI9cx4o/ZLGtHM2NMM1kP3Jg2RES2FpEn/f8DEbldRF4Tka9FZC8RuVhExorIMyLSwR83SERGiMgoEXnW1/lvaFvg/UzwFpGTRGS8iHwoIveBbvADvALsUpEf1pgaZwHcmLZtLTT47gbcBbzsnOsLzABiPohfBeztnBsE3AJckOM8mwGjsr6PAwOcc+sDx2XdPhLYouQ/hTFtkO1GZkzb9rRzbo6IjAXaA8/428cCUWAddHes5/3uWO2ByTnOsxJaczrjQ+BuEXkU3TQi4wege+mab0zbZQHcmLZtFoBzrl5E5mTt3laPfj4IMM45t0kj55kBdM76PoZu2rMrcLbfZ3muP2ZGKX8AY9oqG0I3xhTyCdBVRDYBEJEOItInx3EfA2v7Y9oBqzrnXgbOQPdlX9If1xP4qOytNqYNsABujMnLOTcb3Vv9IhEZA3wAbJrj0KfRHjfoMPtdflh+NHClc+43f982QLKcbTamrbBlZMaYkhCRR4DTnXOf5bl/ReAe59yQyrbMmNpkAdwYUxIisg6wonPu1Tz3bwDMcc59UNGGGVOjLIAbY4wxVcjmwI0xxpgqZAHcGGOMqUIWwI0xxpgqZAHcGGOMqUIWwI0xxpgq9P+dbyr4bmIghAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "[
]" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mne.viz.plot_compare_evokeds(dict(audio=aud_ev,\n", " visual=vis_ev),\n", " picks='EEG 042',\n", " title=' ~ right auditory region: auditory vs visual stimuli',\n", " ylim=dict(eeg=[-5, 5]))" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "[
]" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mne.viz.plot_compare_evokeds(dict(audio=aud_ev,\n", " visual=vis_ev),\n", " picks='EEG 054',\n", " title=' ~ occipital region: auditory vs visual stimuli',\n", " ylim=dict(eeg=[-10, 10]))" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "[
]" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mne.viz.plot_compare_evokeds(dict(left=left_ev,\n", " right=right_ev),\n", " picks='EEG 042',\n", " title=' ~ interhemispheric processing: left vs right stimuli',\n", " ylim=dict(eeg=[-5, 5]))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "To define larger regions of interest we can simply assign groups of spatially clustered channels to python list objects and use the pick_channels()\n", " function to find the corresponding indexes of channels." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "# define roi as list of ch_names\n", "picks_aud = ['EEG 025', 'EEG 026', 'EEG 023', 'EEG 024', 'EEG 034', 'EEG 035']\n", "\n", "picks_vis = ['EEG 044', 'EEG 045','EEG 046', 'EEG 047', 'EEG 048', 'EEG 049',\n", " 'EEG 054', 'EEG 055', 'EEG 057', 'EEG 058', 'EEG 059']\n", "\n", "# get index for picks\n", "aud_ix = mne.pick_channels(aud_ev.info['ch_names'], include=picks_aud)\n", "vis_ix = mne.pick_channels(vis_ev.info['ch_names'], include=picks_vis)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "# e.g. by side\n", "left = ['EEG 018', 'EEG 025', 'EEG 037']\n", "right = ['EEG 023', 'EEG 034', 'EEG 042']\n", "left_ix = mne.pick_channels(l_aud_ev.info['ch_names'], include=left)\n", "right_ix = mne.pick_channels(l_aud_ev.info['ch_names'], include=right)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "Passing the ROI list (e.g. picks_aud) as the picks argument and comparing the activity over all evoked objects (i.e. visual/right, visual/left and so on) returns the signal averaged over all specified channels in our ROi and all epochs corresponding to the different conditions we defined earlier. This might be informative but looks somewhat messy." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "combining channels using \"mean\"\n", "combining channels using \"mean\"\n", "combining channels using \"mean\"\n", "combining channels using \"mean\"\n", "combining channels using \"mean\"\n", "combining channels using \"mean\"\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "[
]" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mne.viz.plot_compare_evokeds(evokeds, combine='mean', picks=picks_aud)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "We'll restrict the conditions we want to compare to events that should sensibly produce activity in the specifid ROIs. For that we create a new dictionary of evoked objects by assigning labels to the previously specified variables." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "# dict for fancier plotting; auditory evokeds by side\n", "evokeds_auditory = dict(left_auditory=l_aud_ev, right_auditory=r_aud_ev)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "and **use the plot_compare_evokeds() function to compare e.g. auditory stimuli based on their location of presentation for channels on the right hemisphere**." ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "combining channels using \"mean\"\n", "combining channels using \"mean\"\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "[
]" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mne.viz.plot_compare_evokeds(evokeds_auditory, picks=right_ix, combine='mean')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "or compare auditory and visual stimuli based for channels roughly associated with auditroy processing" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "combining channels using \"mean\"\n", "combining channels using \"mean\"\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# fancier plotting; auditory rois\n", "evokeds_vis_aud = dict(auditory=aud_ev, visual=vis_ev)\n", "mne.viz.plot_compare_evokeds(evokeds_vis_aud, picks=aud_ix, combine='mean');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "To **compare the spread of evoked activity between auditory and visual conditions we can further overlay the butterfly plot on a topographical map** by setting the parameter **\"axes=topo\"**. Thereby showing the average activity of each channel dependent on the the presentation of visual or auditory stimuli.\n", "Again, consulte the MNE API: compare_evoked() for more possibilities of styling this plot (also, looks much better in the interactive version)." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mne.viz.plot_compare_evokeds(evokeds_vis_aud, \n", " picks='eeg',\n", " colors=dict(auditory='#FFC20A', visual='#005AB5'), # just for style\n", " axes='topo',\n", " styles=dict(auditory=dict(linewidth=1), # just for style\n", " visual=dict(linewidth=1)));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Virtual ROI channel\n", "If we want to want to **build a single \"ROI-channel\" for an evoked object** we can use the mne.channels.combine_channels() function, which combines a number of channels into one virtual channel. If we further specify a number of evoked objects to pass to the function a separate virtual channel will be build for each evoked object." ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "roi_sides_dict = dict(left_roi=left_ix, right_roi=right_ix) # pass indexes of left/right roi channels to dict\n", "aud_roi_evoked = mne.channels.combine_channels(aud_ev, # audtiroy evokeds\n", " roi_sides_dict,\n", " method='mean')\n", "aud_roi_evoked" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[-3.91922531e-07, -3.69310098e-07, -3.31903742e-07, ...,\n", " 6.98709887e-09, 1.51504471e-08, 3.27459284e-08],\n", " [-5.16721656e-08, -1.11770458e-07, -1.88717915e-07, ...,\n", " -1.31025712e-07, -1.41099123e-08, 5.65105007e-08]])" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "aud_roi_evoked.get_data()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "Unfortunately the non-interactive version of the .plot() function fails us here, as there is seemingly no parameter to specify the color or name of the virtual channels. **If you want to prepare your data in this way you'd therefore either have to use the interactive plot and change the color of the channels by hand or use matplotlib to create a new graph from scratch using the array returned by aud_roi_evoked.get_data()**." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "aud_roi_evoked.plot();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "Another way to compare conditions is to use the mne.combine_evoked() function. This allows the **merging of evoked data from different conditions by weighted addition or subtraction**. Setting the weights argument to [1, -1] will result in substraction of the second from the first provided evoked object.\n" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No projector specified for this dataset. Please consider the method self.add_proj.\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# substract auditory from visual activity for stimuli presented on the left side\n", "l_aud_minus_vis = mne.combine_evoked([l_aud_ev, l_vis_ev], weights=[1, -1])\n", "l_aud_minus_vis.plot_joint(); " ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No projector specified for this dataset. Please consider the method self.add_proj.\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# substract auditory from visual activity for stimuli presented on the right side\n", "r_aud_minus_vis = mne.combine_evoked([r_aud_ev, r_vis_ev], weights=[1, -1])\n", "r_aud_minus_vis.plot_joint();" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No projector specified for this dataset. Please consider the method self.add_proj.\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjUAAAExCAYAAACEbFMTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOyddZzU1t6Hn5OM7qwbLIu7uxaqUKPu7i637ka3dt/qrbvQ3npv3YAW2gKlUKS4u8u6jCY57x/JzA4U2tLSXXZ7Hj75MJOcJCcnO5Pv/OwIKSUKhUKhUCgUDR2tvjugUCgUCoVCsSdQokahUCgUCkWjQIkahUKhUCgUjQIlahQKhUKhUDQKlKhRKBQKhULRKFCiRqFQKBQKRaNAiRqFQqFQKBSNAiVqFAqFQqFQNAqUqFEoFAqFQtEoUKJGoVAoFApFo0CJGoVCoVAoFI0CJWoUCoVCoVA0CpSoUSgUCoVC0ShQokahUCgUCkWjQIkahUKhUCgUjQIlahQKhUKhUDQKlKhRKBQKhULRKFCiRqFQKBQKRaNAiRqFQqFQKBSNAiVqFAqFQqFQNAqUqFEoFAqFQtEoUKJGoVAoFApFo0CJGoVCoVAoFI0CJWoUCoVCoVA0CpSoUSgUCoVC0ShQokahUCgUCkWjQIkahUKhUCgUjQIlahQKhUKhUDQKlKhRKBQKhULRKFCiRqFQKBQKRaNAiRqFooEhhDCFELOTlluc9d8LIZYkrf9f0j5nCiHmCiEWCCHmCCFeFkJk7uL4jwsh9nNejxZCrEo6Zm9nfZYQ4mPnmD8LIbrvRv/vFkLc8FfG4K8ghKj+ne3fCiGy6qo/CoViz+Gq7w4oFIrdJiSl7L2LbWdIKWckrxBCHAZcCxwupdwghNCBc4AmQPkObXOAwVLKa5JW3yil/B/bcxswW0p5nBCiM/AMMPxPXs/exn+By4H767sjCoVi91CWGoWi8XM7cIOUcgOAlNKUUr4qpVyyk7YnAGP+wDG7AhOc4y0GWgshmuzYSAhxmBBilmMdGp+8v2NZWimEuCqp/SdCiJmORenipPXVQoj7neNMjZ/LsSQ9KYSY4hzrxKR9bhRCTHesSUU76VuBEGKiY4GaL4TY19n0GXDaHxgDhUKxl6FEjULR8PDv4H46JWnbW0nrH3bWdQNm/cFjDwVm7rDufkcY/EcI4XXWzQGOBxBCDARaAc2TdxJC5AEvASdIKXsBJyVt7gwcCgwERgkh3M7686WU/YD+wFWO5QggAEx1jjMRuCjpWAXAMOBI4P+ccx8CdHCO3xvoF3epJXE6MNaxevUCZgNIKcsAb9K5FQpFA0G5nxSKhsduuZ+SEUL0wHavpAG3SSnf26FJAbAt6f2twGbAA7wI3Azcgy0enhBCzAbmAb8A5g7HGgxMlFKuApBSliZt+1JKGQEiQoit2K6w9dhC5jinTQtsYVICRIEvnPUzgYOTjvWJlNICFiZZiw5xll+c96nOsSYm7TcdeNURVJ9IKWcnbdsKNHPOrVAoGgjKUqNQNH4WAH0BpJTzHEH0NeDfSdsQ4Iu/kVJukjYR4DVsywdSykop5XnOsc4G8oCVu9GnSNJrE3AJIQ4ARgBDHIvML0l9iUkpZXL7XRxLJP3/byllb2dpL6V8JbkDUsqJwH7ABmC0EOLspM0+7LFQKBQNCCVqFIrGz7+BR4QQye6hnQkagEVA+/gbIUSB878AjgXmO+8zhRAep9mF2BaZyh2ONRXYTwjRxtkn+3f6mQGUSSmDTvDx4N+7sN9gLHC+ECLVOXehECI/uYEQohWwRUr5EvAyjvBzrrUpsPovnF+hUNQDyv2kUDQ8/I7bJ84YKeUtzuu3hBBxC0OxlHKElPIrJ77layfzqRxbnIzdybG/BC7BfsjHj5eHbfmYDVzqrO8CvC6EkNiWoAt2PJCUcpsT7PuREELDdukcvGO75OsALhVCLAKWYIuiP4WUcpwQogvwk61RqAbOdPoQ5wDgRiFEzNket9T0w47fMf7s+RUKRf0gai26CoVCAUKIycCRUsry+u5LfSCEeAL4TEo5/ncbKxSKvQrlflIoFDtyPdCyvjtRj8xXgkahaJgoS41CoVAoFIpGgbLUKBQKhUKhaBQoUaNQKBQKhaJRoESNQqFQKBSKRoESNQqFQqFQKBoFStQoFAqFQqFoFChRo1AoFAqFolGgRI1CoVAoFIpGgRI1CoVCoVAoGgVK1CgUCoVCoWgUKFGjUCgUCoWiUaBEjUKhUCgUikaBEjUKhUKhUCgaBUrUKBQKhUKhaBQoUaNQKBQKhaJRoESNQqFQKBSKRoESNQqFQqFQKBoFStQoFAqFQqFoFChRo1AoFAqFolGgRI1ir0AIkS2E+FgIUSOEWCOEOP032t4ohJgvhKgSQqwSQty4w/bVQoiQEKLaWcbtsP1aIcRmIUSlEOJVIYT377quhshu3otrhRArnbHcKIT4jxDCtZN2+wshpBDivqR1pwohlgghKoQQW4UQrwsh0v+u62qI7Oa9uFsIEUv6u68WQrR1tuUKIX4UQpQIIcqFED8JIYYm7et17t1GIUSZEOJZIYS7Lq5RodiTKFGj2Ft4BogCTYAzgOeEEN120VYAZwNZwGHAlUKIU3doc5SUMtVZDknsKMShwC3AcKAV0BYo2qNX0vDZnXvxGdBXSpkOdAd6AVclN3Aejk8A03bY90dgqJQyA/s+uID7UCSzO/cC4L2kv/tUKeVKZ301cD6Qh/25eRD4PEmA3gL0x76HHYG+wB17/GoUir8ZJWoU9Y4QIgCcANwppayWUk7GflietbP2UsqHpJSzpJSGlHIJ8CkwdGdtd8I5wCtSygVSyjLgXuDcXfTLJ4R4M+nX7XQhRJPdvLwGxZ+4FyuklOXx3QELaL9Ds+uBccDiHfZdJ6UsTlpl7mTfeL+EY0nY6liF5gkhuu/m5TUodvde/BZSyrCUcomU0sK+Tya2uMl2mhwFPCmlLJVSbgOexBZBO+vXP+5eKBoOStQo9gY6AoaUcmnSujnAb/0iBewvWGBfYMEOm94SQmwTQowTQvRKWt/NOXbyeZoIIXJ2cvhzgAygBZADXAqEfq9PDZzdvhdCiNOFEJVAMbal5oWkba2wH4737GLfYUKICqAK+wH++C5Ocwiwn9O/DOBkoOSPXVKD5c98Lo4SQpQKIRYIIS7bcaMQYi4QxhZHL0sptyZv3uF1cyFExk7O8U+8F4oGghI1ir2BVKByh3UVQNof2Pdu7L/j15LWnQG0xnYvfQeMFUJkJp2rYofzsItzxbDFTHsppSmlnCml3LGfjY3dvhdSyrcd91NH4HlgS9LmJ3EsDbvYd7LjfmoOPAys3sVpYk4fOgNCSrlISrnp9y+nQbO79+J9oAu2i+ki4C4hxGnJDaSUPYF04HRgctKmMcDVQog8IURTal2IKTs5zz/xXigaCErUKPYGqrG/aJNJx/71vkuEEFdix9YcIaWMxNdLKX+UUoaklEEp5b+Bcmxrzs7OFX+9s3P9FxgLvOsEUD70Dwie/FP3AkBKuQzbYvYsgBDiKCBNSvneH9h3A/aD9d1dbJ8API0dY7JVCPHiPyCoeLfuhZRyoZRyoyPAp2DHMZ24k3ZhKeU7wC1JVsz7gV+A2cAU4BNs8bJlJ/v/E++FooGgRI1ib2Ap4BJCdEha14tfu5QSCCHOxwn4lVKu/53jS2pN6wucYyefZ4uU8lfmcyllTEpZJKXsCuwDHIktohozu30vdsAFtHNeDwf6O5lmm4FTgGuEEJ/+gX1/hZTySSllP6ArtlXoxl21bST81XuR/He/M9zYAdo4PwKulFIWSinbYruTZjoxOL8+8D/vXigaCErUKOodKWUN8BFwjxAi4KSaHoNtKfkVQogzgAeAg5OyO+LbWgohhgohPE6g741ALnamDcAbwAVCiK6OS+oOYPQuznOgEKKHEELHdgPEsANhGy1/4l5cKITId153BW4Fxjub78R+4PV2ls+Al4DznPZnCCFaOq9bYVsLxrMThBADhBCDHEtZDXZciLoXSQghjhFCZDmBvAOxXUifOtsGO/FLHiGEXwhxM3ZG1TRne6EQopmz72DsezdqF+f5x90LRQNCSqkWtdT7gp2F8Qn2l+Ra4PSkbfsC1UnvV2ELjOqk5XlnWzdgrnOcEuyHZP8dznUdtlm9EjsWx7uLPp0GLHGOtQU7PsRV32O1l92L15yxqcGOh3kY8O3iuKOB+5Le3w+sd/ZdD7wI5Oxi3+HOfa3GDkh+C0it77Hay+7FO87ffDV2ptlVSdv2xw4yrgJKgR+A/ZK27+fcv6DzN3/Gb/TpH3kv1NIwFiGl3JnWUSgUCoVCoWhQKPeTQqFQKBSKRoESNQqFQqFQKP4Uwp5qZqsQYn7SumwhxDdCiGXO/1m72Pccp80yIcQ5e6I/StQoFAqFQqH4s4zGnq4mmVuA8VLKDthxjbfsuJMQIhs7GH0QMBAYtSvxszsoUaNQKBQKheJPIaWciB18nswxwOvO69eBY3ey66HAN9KemqMM+IZfi6PdRokahUKhUCgUe5ImsrbK9Gbs8gE7UgisS3q/3ln3l3D9fhOFYu9n0eZKTSI7W5IeliQtbJi+YMzSFy1apKXlNysVbu/qmGnNOrd/y9+tjKv4a4yesdaFnVrf1ZKkmlL6YqYUNVEjEjWsUMSwVpiW/OX+w7sE67uvjZ1nv5ziSWnSvEfEtDrXRM1AKGr6glGTqGGGo4YVNC25FJj79Am9wvXdV8Xfz2GHHSaLi4t/v2ESM2fOXIBdiyjOi1LKF//o/lJKKYSoszRrJWoUDZK1JdXZwEhTygExS/YDeluSQHIby5LUVFeT08JHxLQA5KvT1y4DZgAzge/OH9DylzrvfCPjpZ/XNNGFGAn0B/ppgl6AL7mN9evSEeYtXy5cDMw0LWsm8M3DR3VfVCcdbsSsKq5qEbPk4VFT9isLxfpbltUDcJu/XRrPuPLDOQtwPhe6JsY+cVzPlb+5h6JBUlxczIwZM3ZrHyFEWErZfzdPtUUIUSCl3CSEKAC27qTNBuCApPfNge938zy/QtWpUTQoVpdU9Qeu0BCnAH5TSkxLErPAlBIpwbAk3475ip+nTGLYkSfQpG0XYpaFaUmsHf7cNcF0XRPPakK8e0af5urX6m7w0s9r9gMuB44H3LqwK/JrSYX5LQk/fvURG1evZP8zLydiCUxLJi3bPW0nAs/qmvbR/x3RNVZnF9LA2VxeI0wpDzEtLreQRxim1MOmpCJsMHPOXNKbtyMYs6iOxPjhw/8SrAnS++izsSSYO34gAF0TEhira+JZXRNfPnxUd1UtuJHQv39/+SdEzczfEzVCiNbAF1LK7s77h4ESKeX/CSFuAbKllDftsE829o/Lvs6qWUA/KeWO8Tm7118lahR7O6tLqlzAmRriCovtP1xSQsySmI6oMS3Jy089xnuvv0zbzt3YumkTNz71Bqk5ebsSNeiawK1ppZrgNU0TT57Yo9naOry8BsUL01Z7gfOByzUhuu+4PVnYWKbJe0/9m19+GEdmfgFCd3PcrY/iSUnblahB1zR0TWwGXtY18dQ9h3be2S88BbCloiZVE1xiSS41LdnelPHPAERMi7KQwcTJkyjo0pey6iBvP3QHaxfPR3d7SMtrxvAri9Dc2xnU0B1FqmvCWbQ1uiZe0DXx3D2Hdi6vh8tU7EH+DlEjhPgCO+jXhV3p3QTuxa483RJYgz256pvY8TW5wBNSynucOfxucw51v5Tytd27op30R4kaxd7M6pKq7tgpg/12tj0uZgxLUlMT4q7rr2TtqpXc+9zr+LNyeaLoFmb88C1XPfIiLTv12E7UJAkaNAGaJtCFqDalvBl47sQezdSHI4kXpq0ehD0tQpf4Ok1sP19iXNQEqyp44Y5/YcRiXHj/0whvgA+ffIAlP//AiXc9Q2az1gDbiRpd05z/RfzhWgpcdc+hnd/6Gy+rQbKlomY48IomaGVJW9ybUiYEflzUzFmwkJg7hSduvJiUzFyOvO4BwoZk7NNFlKxbweE3/Ye03KaJ49aKGREXmPFlo0sTl9w+vOMX9XfVir9KnvDKEyjYrX1eYM3vWmriOPPkbQAGSSnXJK0/ALhBSnnkbp38T6BEjWKvZGNZtcuU3GxKeZeUeHbcHhcnUkpMCevWr+eKs08hOzePkSecRk0kQjgaY/PGDcRiJmPfe40zbihiyOHHJY6hawJNCNyaiAsawH44AN9Zljz/5F6Fq+vgcvdqHOvMPcD1gL7j9h2Fzda1K3ny2vNo3qErfYcfQTgUImaaCJeHNYvmMXvcRxx5/YO07b9vQtTsRNAACffIp6YlL/2/I7pu/psuscFQWhVMM6V8GLgkWaAnixrDlMTdT59/+jEvPHAnHfsPpU2/odTU2PcCl5f186az8ucJHH7jYxR07r0zKw26JvC4NFy1294Arr7lwA7ldX7xir9MU80rz3HtXoLRQ7FVuyNqDgFGSSmH7rD+AJSoUfxTKa0Kdo1Z8g3Dkv3ilpjtv8DtN2XlZYwf8zXffTOGb7/+ApfLRduOXchtUoA/NQ3DklSUlxIOhdi4egXl27bSrG17Bh98FH0PPJTWHbv+StBAQtRgWbLaktx0au/C5+p0APYiXpi2egB2nYkuv9WusrSYuRO/Yc6kb5k/5TvcXh/N23cmPScfjz+ABURCISrLitm6ZgWhilKatOtK530PpeOQEWQXtt7uoRonyU1ValryyseO6fHO33i5ezU1wdCBhiVfi1mylcQW9lLaQdjx94YlWbd+PWO+/IJxX33BzJ8m4Q+k0qRNR/wZOeheP5YliYZD1JQVU7p+BZHqKpp16U27wcPpOGQEWU0Ld7TS4NpebG7UNXHRjfu3/6r+RkPxZ2iu++SVvha7tc+tweW7I2peBWZJKZ/eYf0BwIfYadsbsQXOgt3qyB9EiRrFXkVlTWiolPLLmCUzoqbESBI1UkosYO6smYx+8Vl++HYcg4ftx74jDqVl24506tWPnyZ9R0paJm269mDNmjUEMnPQPT4qK8qoLC9j4+oVLJr+IzPGf00gPYNDTzmHA445CZ/Xji1IEjQJIWVK+SRwzRl9mv+jPizP/rR6JPA/XcMPtqsvjq7Z92PZL9MY/95rLJ35E92GHECPfQ6kSau2tOrSk1++/4a8lm3Ia9WOqGERNSwMS1JdUU5l6TaK169m1awfWTrlWzLym9H/6DPout/huN3uRABrPO4mKaD1zseO6XFf3Y5E/TN50sTLU9PSn2jfsZMrasrEZ8K0bEFjWpLx34zl1ReeY+7sWew/4nB6DT2Asuoaeh1yPN998RG57XvizWqyXaB2uLqS6uLNVG5Zy7pffmT5tO/Ia92B/kefRechB+H1uJKtNIn/dU1YuiauuHpo2+frcVgUu0krl0/ektp6t/a5vGLJGuzZ2OPsNKVbCOHBFizdpJRbdtiWDlhSymphZ0o+4VQb3uMoUaPYa6gOhg4GPrEkKYYliZqOOd35Al62dCkPFt3BkoULOOviywikpmOaJsecdjZhwyJmSR6+/ToysnM5/cqbWL18KU3btKeyvIx7LjyZEy+/kT77jbCtMtJi/rTJfPXWy6xdvpjTrriRfY86EbC/uJMETbx7rwPnn9Gn+T8iE+SJH1eerAvxpiaEe2fb1y6Zz0dP3kf5ti0MP+1CLGnhD6Qx8NBjAdt68Nqoqyns0IUDTrsY05JEDYst61bz7t1XcMQ199GsU0+7rWmwfPpEpn00murSrRx43vW0Hzw8kQa+kwydRx47pseNf9e1722EQ6HLkNYz346fIA4cPoJo4jNh/31OmTyZ+0bdTiQc4bzL/sW2bdvIb96alPxmZLRoT0XE5Mmrz6bD0EPpdOAxCUGzeckcvn/hXo685Qkymja3RYtpsHzqeKZ/PBrLNDjkohvpPHBfYPt4G4+u2a5bXdx80cBWD9XzECn+IO3cfvlAVpvd2ufUbYv+kKVGCHEMcIWU8pA/0HY10F9KuXtFc/4AStQo9gqqg6F9gbGA33LiA6KmvdSEozzzn0d469UXufBf13HyOReiuz188NZoKioqOOmCK4gYJps2bKC6uhohsOM4ImE69RmIYVnM+P4buvTfB19KIJFyrDkvls6ZyWsPjsLldnPJ3Y/StGWbZDGTzItn9Gl+SR0NSb1x//ilR/k9+ke6Jly6ENvFzEQjYT5//hGmf/MpR118PYNHnojucjHhvVdxuT0MO+6MRBZazDARQiDisUqWJBSJseinCbTtty+62/MrwbJ69k+Mf+lB0nKbMOLyUfiz8rfbnmQtuO/ho7rf+TcPRb2zbt26i+bNm/fCQQceKL7//nv23f8ADMuOmSktL2fUbbcw+YfvuenOIg4+6ngsBM889iApGTm06N6X1MK2lIdiVAajhA0rIWgAjFiUNbMm03bAAYgkdxPYcVIrpk1gwisPU9ipB0f/6y4yc3ISgsat18aj+Vz6Vaf2LnyqPsdJ8cfo4EmRjzdpv1v7HLl+3h8VNe8CY3eWwSSEaApscQrxDQT+B7SSf4MAUaJGUe9MmTxxUGp65jdt23dIi7uZTCdVe+26jVx2wdn4UgLc/chTZOU3JWZKYpZFKGayaeNGSsrKqKmqIr9Fa9Iys5G7Dv7FSnqIxkWNZUksy+Krt1/l01ee4tzbHmDg8JEJS0HyQ10X4v9O7V14a12NTV1z+9eL9tU1Mc7r0nx+j24/6Jzr37Z+DS/ffhlNWrbjlBvuIZCx/dxzcTETXyKGbdRKjscwkyxvO0vrNi2JacSY9sHLzBv7ASOuuo8WPQf/KojV49LxuLRrRx3c6fE6GJZ6YcK3357t9fleLWzeXF+4cCGpqan07T+AmCX5ZfY8zj/7dAYP24+b7r4PX0oqhgVhw2TztlIWLVtGVpsuVIQNqsIGoahBKGpud/zk2KXk98lBwlY0zHevP87iyd9wVtGTtO/ZF7em4XPZwkbEIpRuWCMzUgMXn3PI4JfrbHAUf4pOKQH5XPtuu7XP8HnT/0idmjXYUxwsBKJSyv5CiEsBpJTPCyGuBIqAVMDAtuiM/hOX8LsoUaOoVyJlW7xorpnf/Ti1W6++/QmkpScejgsWLuL0k47nhNPO4oKrbsCQEDYsaqIGC+fNwUAjkNMEb2pG4nhx8aILgdelbSdudrS+WJYkWF3Flg3raN7BjoNdvmA2T95wCQefei5HnH0pUCtqbKsFUtPEwSf2aDa+LsanLrn960XppiXn65pooWv2+HmcZfWC2bxy6yUccs4VDDv+rIT1JY5p/VrQRA0L07LQNfsYOw8Aro2ZqS4vpaaijKzCNpiWZMP86Xz7xK0MPv1f9Dj4uB0FDV6XFvN79IFXD207u46H6m8nXF1RACxYvnJ1VtQw6dS5SyJ25ttvv+XiC8/njvv+j5HHnUzMGe+wYbFm/Qa2lpYRKGhNeSiWEDTVYeNXInPHTDOoFTahsm1I0yC/eUt0TbB86ng+fuxOTr/5AQYPP5wUt07J+lV4dejYsRMBj6vG69J6dC/IWFXHQ6XYDTqnpslXevferX2G/Tj5j4ia1fyGO8mJo/kXMBJ7Vu4npJSDdqsjfxA1oaWiXhFSjsIyuh0wbAjTp01FE3ZGx/wFCzj52CO59pY7uPS6mzAkBGMmqzdsYtrUn8ho1YmUwvZEPQGqogbl4Rjl4RhVEcNeogbVUYNgzMQwJbFd1Ikf+/5/ef3hUVjSbtOqc09uf+UjJn32Pp+8+HiinSNo0DQhpGm88uj7Y9LraIjqDF0Tj+maaLGjMFk6ewYv33wRJ9/0APscd1YiQDUeJ5O8BKMmVWGD6nDMWWpfh6KmI3S2FzTxfWd88gZT3nwy0aZp1/4cU/Qy0z94gXlj399O0KR4dFK9LneKWx/96vS1O437aeC8IKSV1b5dW7ZstjPZLQljx47lkosu4MU33uaI408makqCMZMtZZX8PHMmZcEI/qatKKmJUh60x70iGCMYNQk5SzBqJonO7YV+/L5M/eBlJr31DKYlcWmCPgccypWPjea9h+9k7ndfsnn5AloUNKV7l65k+T2kevSA36W9srqkSuzsYhR7B5pL4Mvy7dayhzgGeEPaTAUynekT9jhq7idFvREt2dgfuElIQGi4XTpSSjZs2MAZJx7PbXffz2HHncisWb9Q2LEbCxcvocaQ5HfuTVnYNqfHXRk7omuCFI+O360TsyQ+l4ZmCYRl4XLpxON2Djr5HPoMP4KYWXuMzPwCbnr2HR64+CTSs3MYcdLZieJ8ocoytqxZ1apjz74PApfV2WD9zfzfd8sO1TVxQfx9fEw3rV7O63dczkk3P0j7/sNYs3g+zTt22y47CSDiPCCjhpkQL3HLAOBYfaztrAOWaSCFnmjbYeQ5xILVif10TZDZrDXHFr3EJ3edT2ZOLr0OODxxX1PcOm5d9HJr2h3AqDoZqDogXFN1JnAUANJCc2r4TP/5Zy6/5CJefft92nfpwbx58yhs14V5CxdQHTFIa9GRsCkpro5SHowmBEz8fkSdcfW4NExL4nFpGI5oEVhoWm0Jon4nX4YLc7vA4I7de3HbM29w7yWnctd/XqRpXjYpbh2fbm/XNQ7E/kw8W8dDpviDCF3gTf9V2a89gQTGORNXvrCT7Khdzci9iT2MstQo6oVo8XovljEaadnfpNKiRWEzVq1cyTlnnMY5F17E0SeezJxffuH2qy9lwrfjkP40/Pkt+Pqd1/nkxccpqY5QuoulIhilpDpKRci23lSEDSpDYe6+4ES++/ITgjGTYMzEcnnIaNLMnhtKysSSlpPP9U++wUcv/Idlv/yMpgmqy0qpKimma98BeN36JWOXbBlez8O4R3jix5XpHpf2kte1fW2SSLCad0ZdzvDzr6P9gP1YOG0S795/A6XbthFxhMh377zEd+++4rg4bMtMVSKOw3QsNfb78mDMseIYFG/dxts3nc2SmVOoChu2NcFyY6VkE4qa2wnV7IIWnHjXs4x95h4q1i9PCBqvS8Ora7h0cdvrkxbs7oR7eyXhmqoC4EkAKTQQGlJKNm/ezFlnns5/nn6O3v0G8ulH/+O2qy9j5qxZaIEsUpq14b3nHuPLd15na2WYimCM8qBtpakOG1RUVlOycQ1lWzdtd19CUZPNa1fx4a1nsWH54oSlLeZKQaRkJsSPW7fdkX63i7sef5EHb76Syi0b8NtuQDy6XcvGpYmHNpfX7F56jaLO0HQdX1ZgtxYgVwgxI2m5eCeHHial7AscDlwhhNivTi8sCWWpUdQP0roC6Ia0QNjauk2b1px74aU0LSjg8quvI2xI2nfrxdX3PorlTUULZFAWjKGl5eCKQnkwtl02RzJxS03UMPF7XPEYDAYcdQrNuvenKmok9o0/xN2ahq7VxtDkN2/FxXc/ytO3/4vH/vct5Vs20LFHb3QBmh1U8uw3S7d2PrhjfoMOTHNr2m26kC3AHrd4PZkvnr+fVj0G0OuQ4zEsSZu+Qznxjsdxp2U5wsPCk5GLFFoiZmNHd1T83nh2EExSS6HFsKPR89pRXBGkfMsGYtWVgEVBx57oKbWZUbomaNGpGyMvvZl3772OUW98jtflxuvSMMMhVi1d6MorKHwG21ff0LkfyIp/JkpKy/B4vVx66SWcevoZDD/0cEKG5NBjTsSfV4hISSfiSWVbZQQCWciUbEqqowlXU7imioqNq3GnpONJz8OMhtmybB6pTZoTSM8ialhYKbk0H3o0Mr0ppdVRwB5z05Kk+uxHhFvTsKIhAil+Bg8YwZZL/8Wt/7qEDz7/GrfmQq/9eRyw4BHghLoeOMXvI3QNT1pgd3cr/r2YGinlBuf/rUKIj4GB2BPUxtkAJFf9a+6s2+OoQGFFnRMt2SiQ1nKk1RYAzYXUdGbMXchRx53AlBmzSMnIpSZmURqKMWnqNPLadaMiYtjWl2A0YQnYWVwAkAhw9XvsX/Txcu/xuIzkAMntgmKddFW3Vvv/qw/cQqi6iuseeJwUv3+7wGHg0IM65I2ri3H7Oxg9Y60vZsn1lpQ5pmXXl4maFvN/msgn/7mLS1/4FK+/9kuwNo6mduxrXU+1YiYSM6nYuMqp/iwww9WkNW+Hx+PHMmNEaioJlW5Fc/uwLHCn5yF0DwJJaMtSWnbrS0aKmzSfi1Sf/X+6z8XoOy6nZYfOnPGvm6jctpmqshI6dOuJbt+SPod2ajK7fkbyrxMOhXKQ1nqk5UNorFm7jhUrV7Jx02aeeupJvvz2eyzhImRYVEQMfvx5BqktO7GxIsy2yrATQ2MQNSxqKssJFm9GIkhp0gYpJdKSCM1OsQ9tW4s0oujxopPRENKSuHwpIEB3uchv3prm2X5a5QbIC3jYtGgWw4YOI8PnxqNJzj5uJMcefyIXXHxJokyCU+XYNKVsXZiVur4eh1OxE3o1z5djrjhpt/ZpdtuzvzehZQDQpJRVzutvgHuklGOS2hwBXEltoPCTUsqBf+Yafg9lqVHUOVLTDxNSa4t0Yi6EhhQ6V1x1DTfedBNCdxEMhYhpHlatWUMgrxkVESMR+BhMihEIRU0M0yBcuoVIVRmulHRcbg/+zFzcbjehaFJcgCNcdsz+CBZvoGmL1oDLtthQK3g0AWddfRuXH7EPG9eson3nrkDSbNSauBxosKLGrWun6JrMMS2JpUHMspCm5Mtn7+f4a+7CIw1cmKC5MJLEY1zEGDuImfj60lULSclvDXqt/z64bR3VEjTdjXC58eW3w7LAMu39rJiBUbWF1IKObF21hNQu3RL3ze+xA4TPurGIO08/jKEHHUJWTi6du/dMFpmXAzszjTcIfpg06XrLNH1CCCzLIpCaSv+Bg+jdswevvvk2xSWlpGRkE5OCtes3EsgpsF2rjqu1pLSc8s0bAIHwBPA3aWtX4XaC5C1L2vEGGvhy7R/NcaETfw0gNIEZrGDj/J/JHjyMYNSEAGRmZiUmf3XrOg888jinHnsEJ558ChmZmYkpG0yJbkp5CdDo6wg1NDRdx5eZtqcP2xsYK4SI64lvpZRjklO6gRrgICAMWNjFTP8WVEyNos6Rbt/lUncjXV6k7kbqbr75fiIlpaVcctkV3HD1VTz+8P8RjJps3LINyxOgzImTqaqqpmzLxlpRU1lK5fqV4EohtbAzuidANBymfMMaNi2YycaVS1m3fAnrVy2npDJMabXzAKi2s0M2bVjPh/dcydIZUxJiqbykhHFvvwxO/RSv388hJ5zBW08/gibs9HAtkSrOkZNWFu/eZCp7EV6XdrlX1/C5bItWiltnzoQvyMjKof/+I3jvgRuY+tHrCfcdlpGYeysarKKieOt22UxRw6Jqyxq8WU2JhUNEqkoTD1ZXRjPc6U3QA7lo3gyMmEUsYmJELYyYRfWGpSx5805qNq9Bavb3Y03xJmZ/+Y5tQdM0mjZrzkHHnMKno5+nectWifvh3JPTv19RnPFb17u3UlYdFIP3GXbK0P0OYJ9992fY/gfSu29/XnjxRfoNGEjXHr0559QT+d87bxExLLYWF4MvhcqQHTuzadUKti5fiCenJd7clrhTs7FMC2lJLEsSrijBCFVhWRLTsDANCyMaS7w3omZivWlYVK5bwvx3HqKiZBtRp1r3lo3r+fJ/bzsZipL2nbsw4pDDeP6Zp+3779SXsksycOHSrZWNMSutQSN0DXd6ym4tf4CVwH5SSh+QB3QUQnSVUj7vCJo430gpvVJKv5Ty0r/j+kCJGkUd8/3ESR0nTPxxZNCQSJcH6fZh6W7uKrqXa6+7HktoXH7N9ZxyzoUsW76MQE4+bz50J1+/+DBVYYMZH49m6mv/TricqjevpnTxz6C7sSzJmvFvs+rLl/BmN8df2JVwRQWL3nyAmKGxZek85n/9Fitn/5QIknSn5zHswtvJ69Q7cczNq5cxZ/K3BKsr0TRB6ZaNnHLxVSycOZUNa1YlivY5sTW6JkSDrDL83Oc/DN26atnAbWvtCSa9Lg2PJvj27Zc49oIrCXhcnHDJtex/zMn43bal5NOHb2Xq+3Ziw6wPX2LWO48njhepKmPthHeJVJbiSc1kzdhXWf3VS4kHa8mCH5n/4rUYkRCmaVE8dyI1G1ckihwGCtrT+qirSMlvZQsVTVCyahFLp32PJg3cusClC/rvewCzf5pIsLwMt66haQK3LtAFAV1wTn2M5V/FtORhpqSt4RQnNCxJKBrjheee5Yprb8DSdG646z72P/woKkMRQjGDx6+7gMkf/ZeoYbHo0xfYMvMbkGAaFpHyLWya8glSSjRNsHbMi6yf8N+EGN864ysWv3574m952y/fECq2vUWaJsho1ZlOR19CalZuoo9L581m2sTvsKT9U1tKuPSq63jjtZepCYYwLXtCTcOem6qpaXF8fYyl4jfQdPS0zN1afg8p5SYp5SzndRWwCDuzqV5Q7idFndKzT79jpWloP0//GSMWQ9cE69atY+3atZx+9jlIoFuPXlRETBau24yraRM67TeSCHbgaIeDT6FZ6bbE8XSvn22zvyO3+77o2c1ovv8pxILVWJYdQ+DNaUl+/8NxpWTjzchny8xvCG7dgD+rCbozM3RW+16g1X4UOvQZTN/BQ3E7qbRWLEZqRgYHH3cK4z58h4tvvCMuaOJuqNOBO+p0IPcA7Tt1OQ7AME1Ktm5m9fxZbNu0gZrKClq0as2mpfPp0as3huYmYlhoQjBo5HF4sgrwuDT6H3ceNdVVeFz2OMVK1lG88Cd6DjqcirXzKRx2DLo3FU3XEJoko003zPBIdI8dx1GxbBq+3FYEmrUDQHcJstr3RtclumaR4tFpe+DhDD/yGHxuHbemUVNaTKv2nRh0wMGM/+JDTjmvVk9qtffiyTodyD2AhNOSi0NaEr795luaNC2gc49eRAxJr0FDCUZNZk2ZTNMufek/8iRcTdoTsiQFAw7B16QdwnGplm9cTvnSnykcdgyartPm8AvQXC7MYClWLEJGiw4ILLBCuNwByhb/iMAgrVkrwttW4vN46LzvYaR4dFI8Om5N0GfIfgy+7uak2cGhVbv2dO3Rk6+//JwjjjspUQ3c+X1wOvBePQ2pYicITUNL2ePup9rjC9Ea6ANM28nmIUKIOahZuhWNic3lNR/oGifaLgMQQvCfxx5lzerVPPL4k5hSUhOzKAuZTPllLjKnBWtKan6VXZPs7giWbSNYUUpKk7a2mHGCIuNTIsTjBuK/SjVdI1K6juzCNqT43KT6XKT5XGSkeMhMcZPuc5HqceG2U1TZsHwxHbt2Y83iBdz9r/N597vpdhl5IdC0RHxNTr8WWaX1N7K7z/criicC+yave+b+O/GlpHDW5dejC8myxYtIbdIc4U9NVK2tDMeLuRnb3Ysds5/KNq7BiEWxEFhSw5uRj+ayLWqWaSWEJ9hxHC63jhWrwSxZR7te/SnI9JGf7iMnxWOnb7s0Vs//hV79BjB7yg+8/uRDvPDhmO2uSRciDKQNbp1t1NU47gm2VNQslpJO8feWlFx5yUX06tef0867iLAhqYoYhGMmc+fNIatVJzZXRdhUHqKkOkpZWQVlm9YRDgVxeVNwe9zouoYRCtrzOnl96JqOL5CK5nLjcrlACIIVpYTKi9H89oNOWCY5Bc1JS09LfCby073kpngoW7OM7j16kOF14XPZmYK6EHzywbt8/fknPP/6OwlBY88dzqauTTOa1dOQKnZCvy7t5dTRj+zWPp7Bx/3RWbpTgR+A+6WUH+2wrc5m6VaWGkWdErNkP0uCpYElQNdg3NixXHXNtYA9R7aUdsCqIe038TL7piUxncBRIJGO7cmzp0ooXbsYzZOCL6cFUgiEVitq4sTFjRkNY5kGuub5Vbn4hAXGMlg+bw5d+w5AE4IO3XpgGgbrVi6nXYdOCUHjWAj6YUf9Nwh+XFWiuTXRJx7wHGf6xPGMeuw58tJTcOuCzP79+GXOXIS/hkBOUwAsryuRMRYxkisEb19Z2N+6bWJbLBqjbN0yYoikoGMNobnQXC4sI4IhTfw+DwW9+pOZ4ibV5ybgcZHi1qkq3szGLRvp3rc/uhD0GzyUe65aSlVZKZnZOcmX4NM0ugFz6mos/ypbKmrSpKRj3A0ngZhh8cOEb7j61jsJG5KKcIywYbFu7WrymrchKkkEUaf5XOg5mQTS0n6VQp9M/O/cm7ytSRam1Xa70ga6JvB7XE7mmYsMr4vqki3kNGmCZdnzrrmlQJMCiWT/4Qcz6ubrCUci6G5v4nwCUbBoc2VBl6bpe7zAmuLPITQdLbDblprfTekWQriBD4G3dhQ0AFLKyqTXXwkhnhVC5P4ds3QrUaOoM1YVV2ULQRsQ9s85TRANR5j9yyz2GTYMlyaImtL22VsQrK4iLVfg9+iJSQ+TJ0YEEtk3HlcK/k69CFVVECxbT8ySRGuqSC3sgO6uzcARmiBaWYzX58fv96E71phtKxawauNKDjju1MSUCBuWLqJHvwG4dB1d2O36DB7KglnT6Ny5c23WjSYQ0J8GJGp0ITpqGqlxUaZrgpLibZRu28KA/n3xu3U0YYu2nj17sGz5SjYtnUezjt1x64IUt07MsoiZcruJLOOCJtUwE+/tbR5yM3sl2hmmRTQcIlpTidsfwONPweexa8+ULZvFplAlHUYeQ4pbI1hejEeY9Bs4GMCeIdrlpVvvfsybNY39Dxm54+X1pwGJGk3QxwKBxJnfCZYuXUwgNY2cpoWUhWIEYyZlZeVUVlTSLK8QI2bid+vkpHrxe1yJNPv4+O4oauITVO6Y/WdvS5rIMvH3AF5dY97k8VQXb6Hf0H1pktsSty7sjDXnd4IFZGZl07J1a+bPnUOvfnaWrkDE07z7AV/U1VgqfgdNR6Ts2Vh6YdfsegVYJKV8bBdtdpylWwNK9mhHHJSoUdQZlqSfBpjYtUvefeN1Jk/8nuYtWpCW4ufZp5/ihFNOQwtkomkQrqogNRIkzWfHYNQ+ILef1TluHTAsSdSXg5mTba+LhAmWlbB83JtEg9W0GXG6nUqclklaQbNEireuCbatWEjlhhXoWuLLmCnffMmmlUsZedLpiRia7r36MOHLT1m9dDGXXHsT2Y6VQAj61fFw/iW8Lq0/OA80KXn75WeZM+NnunTviceK8d8XX+Csc8/H5/UDLrJSfWRltWPtmqVYQseblkF2Th6mZWe7xEwLy7GwxUy71k2yWyr++puXHsLjDzDk1EsxLT+QTbwfcYvcunVLiFVXkOY5Ab9LsLV4M0vmzGBNk6YMP+JYu70QdO3Vh8/efZN5M6Zx0TU3kRJIjV9eP+wv2YZCf7D/vqKGwZOPPcqCeXPo3qsPm7YV88l773DYaeexZvkS2vXoy9ZN60nPySfVqcGU7pNOKrVMTIUA24uVeGHJ2pRsjdfuv4WCVm057NRzMGIxYqEgoZpq0DUkEIxFmD9pHE2bFdKzS5eEZfLVpx6lW49eHHjwobidz0rP3n159dknaN+pC5dfdxMejyeehdIfJWr2GqQQWB7/nj7sUOAsICKEuAxbrFwItIRESvepQJEQwgdEgXPk3xT7okSNos7QBL3ir2dN/5mH/30fKSkBPG43pSUlfPnlF/TpN4AufQbgc+l88d8XadqmE0dfeWui0u2Ocw7NGPsxmU1b0KRT78Qv1fhcQqbPRUZaADnkYGKRMPntuyT6Ehc08aJ7A48+3Tbj19afwe3xEotG0IXzMNAgIzOLGT9Nxu/38/h9d3Hvf56Ji6DEtTUEXJroBSAE/PDtGN57/RWCNTW0bd+e4s3rGffVFxx2+GG0bNMegAdvvY7ufftz/lU32vEyFeWsX7WEUDiELy0Dy7SYOPYL+ux3MIUdutgPWUsSs5wHrlPYr++Qobj9AZpnp2xXDTq5qvPxF1yBz6XhkgbrFy2kZ+8+LJ75E5YRxefSErOtp6QEmDbxO0wjxitPPsq/bh0Vt541qHshoJcmbKvHB2+/yZgvP2Pt6tUMO3A4q5Yt48dvv2a/I46lU49erF2+mMduvYohBx/B8ZdckwjYjY+JJe2Ysq/++wL9DzyMgpZt0IVAINm2bhVRI4bH68EUglYtW9KssBm+SDVejxuR7sffNJtAahouTUMTgmED+yOw3cTCqd8kTQNpxtCcmDjNKdY3+fsJlJWU8HZmFhdcdmWD/Fw0ejQd6dntisK/x0/Yad0HY8/pNB1YLaX8KqlNFHhHSnmpEOJU4BTgV26qPYESNYo6QwgyATQEq1cuR0po1qwZOTk5NGnShDFjxtqprIbE5xJcc/vdrFq7noAwSfF7Eq4OIPGgLF+9GC0WpGu/gQkxY4uf2gn8Mgfss53FAEi4neLiJr649Vqz/H4jj6Vdh45oSQHBJVs3k52dy/mXX81j94+yv9jtL/vMuh7Pv4KukRl3EaxevpSa6mpat2lLly7d6NypM1+PtesJmhI0Ibn97nvJLyggxatjunXSfLk0z891hIuFZcHHrz7NL999SarPjdB0pBB4fClk5uQhhIZlmuwzbF88vhQQtjixkn6sxWOZzGiY0nXrcAvo3a8/PreLsy65ynY7Oe4R07IoLyulRZu2HH/GuXz14XsJdyAN7F5oQmTGx2HB/Hls3byZNu3a06FTF/oNHMRT73ya+Nvv0qMnNz34JFk5eWxaPIdAWgYSiMZiBKurSM/KxogZLPl5Mim6IPWgQ20rjRC0appHXl6+XSlb1xjSp3vCTSTE9vU9RFKsVe12gYXkltu2T/QzjBixSIQevfpwzPEnsWDeHNxaw7wXjR6hIT1/qPbM7jAQWC6lXAkghHgXe1buhUltjgHudl7/D3haCCH+DmuNEjWKOkMXwg/2l6Tf56N9+/b06t2b1ID9y0ETTvCjDgG3xsC+fenSrScLlywlEosRNSwqK8rILWhOIC0TT4qfC2+9l5hpFweLmfYDNjkjJ07EsLbL1oHaQEu/x0WKR08UeIs/HKXj5rLipf5jMcZ8+iHbtm4mFo3g9XpJCrTd4zbdvxOXJnwa9sMrNSWF3n37kZ2TTcfOnRAiESeEjl2Pp2+v7phOKq8tRhJF1jClPdvzg0+9mBA4ppQYpsnWLVuoWL8Cj9eHW9dwS4vqrevx+FNsARsKYsRiBNLSATBjUZCS7t162DM/O4JyRypKS5j07Ri2bNyAEY3g8/uTY0h8dTOKewwf2H//GRmZDN1vf2pqamjXsSMe3RZ/mqgVgL1690EXgnatWyT+/rZLB7fg6bfsH8G6EAkxaMfSgEsTicy+uFs1/mecHFsc//hsH28sEvW242dcvGIlP02eiJSSWDSM3+/HpSW2N7R70bgRGtaet9TsbAbuHedhS7SRUhpCiAogh+2zqvYIStQo6gy3Jtxg/+rzeNykpafj9/lwu13MmP4zmzZupFv37rRp1x77dyG4NDcDenR1RIstWKprqqkoL2fjqsX8OGEcgw4+koK2HRAeD+UVZayZO5sug2ozlce8+QKBzFx6DD86UTV404rF5Ldqh9/nJsWj43dmfbaLuNlf25XlZdv13+/z8u8nnuP4EcMwjRhutzs+5xBAg6qe6tHte6Eh8Hk95OXlIYTA43KhAWtWrWT9utrvqeycHLKyszEMk9S0NNLTM7Cw3YCGBctXr2baT1MZedxJSGzRU7ytlOotaxk8ZFjCovX0I/+mc7ceDD7sCDvLzbRYNH8uHbt2RnPUS5LFZTtLTvy9JgR5+flcefMd3HTpeRjRKC6XK2lyi4Z1L0jqr9vjpkXLlixeuBC37sKlCXwuHV3UxsokCxQ9SZCALTqXLlnMyuXLGH74kYlx37xhLaXbtjJgwEBcGrg0GHX7LYw8/Aj69OnN5k2bqCgvY/HixXTo0IHU1FTSMzJJT08nPm1DTU0NZaUlVFdXI6UkL78J7Tt0oGfXLpx1zjn8+757sYwYXo/bDiiW21+bov6RQGz3a+7mCiFmJL3faUr33oKqKKyoMzy6CHt0gUcX1FRWkJWZSXVVJUsWLyY7M4NjjxqJGY3w3Tfj2LhmJQG3hldGyfLpZHp13nr2UaZ8/TEt87Lo2r41IlzNkl9+pnvnjlgVxVRtXMnkD//LB/8pIrptPVp1KXq4ilSvm4wUu95JTsCDX4b46tGb2TRnMpkpdtqw16Xx7kN3MOPbL3HpAsuIkZaRkcgG8bl0XJogNzuLpgXNyMrIoLqyIjkNNlzf47s7eDQR8ekaHl1Q7dyLFL+PWDRCOBRkzerV7D9sCAcMHcQBQwfRJDOVyq0bsYLlbFi2gAvPPp0nHryfaT9MwAxV8cuUiXz+v3dI9WikunXSPTrjPnqP0U//hwyvToZXJ92rkerzkJHiId2jk+rRKN2wmruvvZTl82aR6tFJ9ejo0uSuqy9hxo8/2BWDt3OFiIQVqWWr1nTp3pO0jAyqKisQjptECCL1N7J/ikR/KysqyEjPwOvzEYtFHMsKiTo9XpeGW0g0aeB3aXg1yb03X8v86VMIuDVS3BpTJoxj/BcfJ+5Fqkfjk3fe4PUXnibVo+HTJHOnT6V48yYWz5/N+mWLyEvzEasu5+mnnqQgK5X2zQtwmxFWLJjLeWefyaTxY9CiQTq2KGD/gX04YFBfclO9TPruW5YsnE+/Pn0YcfDBZGXa9yJuDdIb3r1o1FgSQjFrtxaclO6kZUdB80dm4E60ceaIykBlPykaOm4hQ6FQiA0bNjBrxnRCwRo6dWhLLBKiY+sWYETp0q4VXdq1YuWatdx83dVMnzmThx56mC7de5KbmU6T7HQyfTqmJTnqqCM4+LDDsBAU5GQRNS16duvKGeddhNvnIxKJEQoF6dN3AMLjxW1FyPD5SMnL5ZIHnqagVTs8bldiNu6CFq3w+7xsXrUcaRq0at2GretX06F9e1wa+FyCqvJSsnNyaJKfS1lpKZ7aX6Sheh7e3cKji1Dc7VBRWkJ+fh7hUJBFC+bz0+RJHDriQIRpgGUgpOSVV15h0eIlvPX8fyA/nW7tWjK0dxf2G9STabNn0aZ5AY8+9BDpHqcKM3DdtVdz8YXnk+7REjEat996S6LqrCkl3Tp14LmXX6Nz125IBFKCW3PRpm1bCps1w+UEqFbVBCkrKaZFy1aJwNWK0lKysnPIzc2joqwUXYh40bcGdS9I6m9pSQmdunQlJyeHstKShPstbqfRgP+7dxTB6ioee/JpNCA7I52cjDRS3RoWcMN112JaFi5dT8TK3H7rrcz5ZRZTf5iAhsngfn3Y74WnQFrEJ5ZtMqgPbz73OJ1aNwcg059Ds+xU+vXsxpA+PWhRYGeqVZZuoaq6hsLmLWm631BWbdjMj5MmYpkmqYEUykpLcGsiXnm4od2LRo0lIWzu8TCW6UAHIUQbbPFyKnY16WQ+A87BDio+EZigsp8UDZ5Fc2ZURaMxmjUrICOQQpvmzejeuSOTJ05ExEIgLRYuXkqnDu1oV5DDjZdfwJz5QxjYuTVz586gb5f2CN3FrMnf0blbDzJy8vC77HiOmCUxLTv+IL0gP+ECsWQ27VoUEjEsli5bRnUohNRcdO7UEU3TqS4robq6kmg0zIDBQ+jUrScerw9NE3z13ht8+d6bvPvVt3h1Da8u2LpxHS1atKAwP4/SkmK8ukAClmRjfY/v7uBzaRsFUFVVxdIli9GQCCGorqrk8BEHII0oCxYsoFvHtggrxikjh7OuRwe0YBnCMrnzwlMQuo6sKWafLq2wvAHWbyll2ndjkAhAkAiGSaTg27FJltBAaATS0unRqzcD+/TClDIxy7Nhubj5ttvtWkOmBCTvvPwcs6ZN4YV3PkrUz9m0YQ3NmjcnLzeHspJidA2kFEDDuheWlIn+lpQUk5ebR2Hz5mxctxa3JjAsixVLFtOlSzeEgNNOO51wqBqfDj//9BOHHzycSGUpU3/41jZVJQzwlu2Pwh6vbp07kpuRZgtVMwrhIADCaaMBvTq0hkgN0hGhfiT33XilfbhYGCEl//fI46xat4F3X34apI82hU1JTfHRt3dPIsEaVi5fzsTvJtCufXuat2jZoO5FY0cCEWPPagknRuZKYCx2GN6rUsoFQoh7gO5AVyAGZAshDsGOozk1+RhCiNVAFWACxu8V+/stlKhR1Bm9O7X7Pv46Gq5Bxnx0bduChYsWIaJBthUXc8aFl/LALddyxPD9aJUdoNW+/cCoZlCn5qC5kJqOdHn4ZdEy5s+eSWHL1rTr2BkLuxCfJXFmDK4Nao1ZEq9L0LtbZ8KGSU0owtLFC/G6XRQ0a056q+Z2CqtTxyPOCaecxuCBA0n1uvHqAr9bY8WSRXTp1JFtm9YTCYeJ1lSRnpGBacmZdT+if545M35eUl1dSSCQSsDvo1OHtnTr3JmrrrsBEYuwePFizrjgYl557N8M7NGJTs1z6Zjjw6ooRkbCYJkACK8f4UtB96fSMsNHy96dkJoOYheebU2zZ+DWPVRUB5k1ZSKGlLYY0XS6dOtOZnYOMYvkGBnOuuBiDhl5FG7Nti7pQrBi8SI6duqMQBKJRBLWAaBB3QtNiJlgC7pYJAJYdOrUmR8nvYhLg2lTpnD7Ddfy1gcf0aZ1K/r36ckvM35m8oRxDO3fm4DXvZ3FBaElXov4OmmBZSFCFbaosYxf75NE8tgLoSGd7UJaXH/RmZRX1SCMWKLNwgULGHnYobRo0QKfz8tB+w9j+YqVzJs9a+ngfYbu+UFT/CksKQkl1TLaUzjp21/tsO4uR8RMcITPg876m3dxmAP3RIVhJWoUdYaIVM/DVuzu4w8+gCtvK2JQj45s3VbCyqWLad+qkNcfuZseHdsgQpVgmUjn4Qkw6pnXkUJwz03X0Ld9cyyXlw3bypgy/muEyw1Cp0Wr1rRs3cbJzrFFzc03XE9OXhMuveYGvLog1aOzyQVVZdto3bd3Ip8jnroaJ92bSkGf3nhdAp8u2LJxPa+8/BLt2rQhFq7hkOEHsWbpAiqqqvGlBFYccNCIuh3Qv0D/nl2/jz/QTjz6CJ5+4SWuvuxi5i1YSFV5KV3atmD0Ew/Sp3M7hBFGhqqRwSpmzZ5LaWkZL332HRmpfk48aAiDe3UjLTsb4QuguT0ITUfoOkDiF3+c82++jz49unPlBWeT6dbZr29XJvw4DbfLzdAhw5i9YDG/zJjO/sNH4HGOAZCTlUl2ZgbCqXarIfjy04855vgTeOf1Vxh55NG4nDQdKRuWqBGCGWBf0xFHHc1br4/moIMP4ceJE9GFZN9hQ3nupVdo16YV4ZpqJvzwPfsO6kdOWkeEEebSq66lZ5eOXHHOqSAtLMuy68eQ9IvcETDCMpGxKJZpcPy/7uCkww7k9CNHIDR7rD//7kcKcrPp161jYh2ajnC5EsInPyud/OxMpGWAKYAIX4/7ll49uvHN+PEcc8ThCCNKh7atkUL7rk4HU/GbmFJSHa27adGklOOS3k7Fdj39rShRo6gz3IWdI+aqmfOBPvv17cyAnl0475rbGNirKxMnTaZdzqH0bpmPrC7Hcr58sSyktF0jQzq2BN0FlcXo/gBFT77K1tJynnnoPtBdWEJnzcatTJkw1i4yhYYvkMpBB+xHXpNmpHq0hDXn5x++pby0hCNHHrbTvtpxG07qq5D8+P14Joz/hpKSUloVFjJ58o+8/OTD9OzSzp7hW3ONr9PB/It4M/O2RIvXb0BahUcefADv/e9Dbrj9Lnp06cSkSZM4YsT+9OvWCWGEIRJChoOMn/QT7bJT6dG+gNJBXcjPSGVI23ymzZnL019MxO128+T1F5CdlWWfRKsVJULXQdMZ3rcbPbt3QUSrEZoLqbkYM2YsLl1nv/496du5LbHOHfh67NcMGDKUQIZ9LFPYriUhbPH5xCMPUVNdxfRpU/F6vTz70qt4dBF3YTUoUaMLsRAISaT/tNNO45sxX/PsU0/QvHkhC+fMpm+/fgzq35fFixaxddNGjj50OJoRRsSCiFiEffv1pHvHNvZ7KbnstvspyM3mrivOTXL9AZaJZcScz5XJ4QN7MKBdc2SwyrauAV988z0t8nPo0zIf4faApiFcHjA0NK+/VqQ61iBhmVw36gFcLp233/sfTZvk8fC9d9viSVqWENrsuh5Pxa4xLUlFuN7mej2fXc/aLoFxQggJvPBXsquUqFHUKTJYOQPog2XRp0MrNmzYwFlHHMi7Y8Zzxr59WLB8JSUVVWDGkIZpm8+lBUJD13Q0j4/Qts340tI4cnBPSquD6MFSpKYjdA9tc1Jok9cFXB6k5qI6FCNSVU6kqhzNiJDq9WEBRXfdyewZ05g/dSIuj5ec3DyaNG1KIDWN/33wATm5ORyw337MmDaVUGU5+w7syzdff06LZk2Z9PF/a033kRoQWkxq+lxoWt/Du1sIIzwTKPRpkt5dO+HSBIP79uLjL8dw5IH7IMwowoxhRcPMmj2PtrkZFAZcWKEajujaGgAZrGFwyxyM4f2IWZKVCxcyKxxF1+2vlvhD0C7GB81SvLTP8iFD1QiXB+Fy8fB1FyKjYbSqbeBNQXgCHD18X76dMp2Zc+czcPBQ+g4YsF3dlDUrV9Cte3e+/X5i4nocQVOcm566pi7H8a+SHvCbNcHQHIQYnJOVSffu3WnevJDc3Dzeeeu/RILVGLEY7du2osewQQgjbC/REMKMcvYxByNjUWQ4iDRiHD2sP/lpfqyybQBEIhFKK6tZt3kr1cGQHQAOtMtOZcXy5RRmBvD5fFimwZkHDaSmspIJ308C3UW71i1oVViA8Pp57I0POHjYELp37Wi7sBxhs2LVaob0683nb71S6140owihLfbkNq+pz7FVbI8loSpq/n7D7fnNlG4hxLfs/Mvvdinlp06b2wEDeGsX5xgmpdwghMgHvhFCLJZSTtxF299EiRpFnWJVlU8GLsIyObJ/N8xgFWmaZPKsBXw2djxDu7alW+tcpPOLUppObICuIdweDDR+mvYzpuZC03V0obNkxlTat2sLLjfC40P3+u3YG91Duu7hoAHdMYSbKT9PwYhXJI5GGNS9PWkphcRMk80l5aya+zNVoQhjv/yMjIw0UoRJ/57dCfhciFiYVStXct1FZyNiwdpYBAChTXe16dfgUleFEZsEHI20OO3ow1jTpztdOrThgSeeo7r8atJTfFihGipLiqkoL6NH26ZYNZVEq4JYUQNpWZhuF0LX6J+bgTQthK6hpfvs/3UnDkPT7Pun60QRfPXN9xy072AycvMQmo4VCTFl2gxMCYP69cafnYcMZDFicB9efOVVIuEwgwcNxMIOZhVCsHbNKq6/4YbkyrWO6BGT62Eo/zLTpvw4zzBig6WUdO7YgWAoRMDv466ie3j03/fi0TWEZUIshIiFEUbEDvaNhrGidoxT/DOT7dUp2byJ7zZvAmnhcelkpHjpkJtJWtN0pBFNWHBM3c3Pv8y1Y9CQ9CjMJSPLhTQtNI+bZVs28tWipfTp0ZVf5i+mWW423du3sl1Suo5lWaxYtYaXHy5CGBHHamnZQeJCm1TPw6rYAdOSVIZjv99we35zlm4p5W/63YUQ5wJHAsN3lfEkpdzg/L9VCPExdpXiPyVqxN+UVaVQ7JTvnrgjNWbENknTTNWAri2bkuXVueb598nwubnz2P2prg4Ri8ZI0TQs00LTNYSmoXlcaG4XLp8n4c6QpsGakkpWlVSje334UtPo07UjgcwshMdnx9p4vEh3CtLlRbo8lBQXk5fqRYQqkdFwrYndm4LlS0O6fEkxCAYiFmH16lUMOvoMVn3/MQGf176YeLyPpp+vdxr6Wr0N6p/EWDsvH2mtAzwJi5i0OOWKWxjWtwdXnnoUVaXFjPn+R47p0wEZqiZabosaMxxNHEdoGlYshhGO1gobtwvd48YCXI7w0Zz1nowAE1YV06F9O3w+HzPmzmdo6zz8GkxbW4w/M5thBx6IzCzACuQwb8kKNm7eQl5+PgAzZ8zgnnvvZfSrr+Bye7AsC5/fT+vWrcnKzjkyIz3ty/oZ0T9PpKqsI7AYEAmXkbQYccTRXHLeOZx87JFUlJeS4tSmiQsaGa5JiBkrGmHMjzPoUZhDU7+GjIQTPwoADMNASJCmhRUzELqGy+dBT0lBujyU1YTI0kxC28oxowa6x4UrxYcnO5Nvl29l5Ij97R8Omp5wLX49+WfuevJVpn/8GsLjdYL57fgbqen93YWdG5QrsLHTonMPee1Ln+zWPtfv137mn81GEkIcBjwG7C+l3LaLNgFAk1JWOa+/Ae6RUo75M+dUlhpFnXLg1fdVBz994hUs6+r4r0uzsorL9u3N8H+P5rxeHXlk3DSC4QgPHr5P4iEpHGHj8nmZv7WUMQtXcuPBgyiurOGLBSu5YL8+uFP9mG7BwZfdzuBuHThiWH9aNCugZYtCLLePtJxcZi1azjnX3cU7D96KL1rD4hWrcLs9tG3bmnZduiI0l/0r1okXEGYULIMHnnieS04+ihRNIsOORd3+Yi9FM9+tzzH9s7ha9thqrv7lQ6R1WsKdZhjcdMGpHH/FbZx/2FBOv+X/aJoe4OiuhcSqqolWBYlW1mA6Ambahq3M3riNC3p0YOLytUxeu5V9m+fTIjON/IwA5381mQv7deHQ9i3Q3C5iuoYvGOagVjn898epPPLheMbdfRH+UIhQMMyQphlsloL5CxbRfUg+wozRo1M7enTtRFlZOUII7rvnS265/lqG7z8MACk0QuEIq1avXf/j5Elfn3HmWfU8sruPNy1rabR08wRgOJAQmDf+61Juuft+Tjz8QC6+6ga6tm/DPddcCLEoMlyDFaqhrKyMmQuX8tPcRaR7PRzcPo/5i1cyd/kGju7RDoCtlTWcPfoLRo0cysDm+UjTJGhY+AI+UrMMPpi5mOe/mcYXV56MrA5SUx3C7/fiAzzpMfxeD9I0bTeik/UkpeS+Z1/nhrOPh0gQacYSLkU013RXm35K0OxlGKaktDr6+w33HG8D6cBap1bVd1LKkUKIZsDLUsqRQBPgW2edAL7/s4IGlKhR1AMyWPWsNM2rrJghzKiBGY7SVNM4qmsb/u+LyZzRuQ2llTVMmb2MsGmR4tZJ9bopixkMalnAhg1b2biphMq1W/h59SY+nLmIw5vmkpWdhictwKXDejKoS2vaNEtlfcVWznn6NSrCMZ664SK6FDblrnOPZ+X8uTQLuHjyvS8ZObAHhmnRqnUr3P5Up5OWLWhiUX6ZO58vv/uRee8/Y/8yNs2EpQhNG+3uc3jDLTBmGc8irdOElEjTRBpR+nZoxaDuHbn18Zc586BB9CjIIFZRSaS8mkh5FVu3lrFqaxntM1JZsGYTszeVMM7UWFlSycKt5VyQX0jx5mqmrCumZ1oa4bIaJsxegder8+nqjaSk+Hj49EM5rlsr8r2HkBmLUV5cwYmvfMaVhw7i1CMP5MetFXb/EmIrSnaqn/HfT2TBwoW88/KziFgEKezctRS3i26d2j3dt3//PZ+vWleY0WeR1nAgEUt22L6DeSQzg1def5ObLj6LgpwMiISwwjXEqir537jvMSIRTt23D2tXrWHd5i1ES8sZ9/MiZqzawCHNcpGmRYplcWr3trTzugmXVGCZFjeMm0phdjp3HrkvI9oWknPEUAhF2LCphPM/+o47RgxkxKBu4HLb45yUjSZjUd4dO5FoJMIJQ/tg1VQi3B6ky+0IG/ez9TaOil1iWpLy4G67n/4KTwLVUspHkldKuzbTSOftGuxA4a44s3wLIbpKKRfyJ1DuJ0W9UPL0jd9K0xpuhKOY4QixmjDbSio57O2vObdja3oG0mnp8uIGQqbJJ5u38NmmzdzUrSNul+3KkKZEWtLONHVpZKX76dUiH296AHfAh+7z4vJ5WF1RTUhAdnYma0qqcAkYUJiDjET5avZSBnRrgze3gDlbKvluzjIeuPlfeD0uiEaI1lTT7djzOWa/gfzfpacl+m+b4DWJpnf0DD5ueb0N5B7AWj51joxFe0rLtN1xRowpM2Zz9I3/x/j7Lqdjhp9QSSXhkgqCpVXcOX4687aVcUu3TmTobpp6PJhBAyNsYEQMhBAIXeDyuXD7XU5MjcAQ8OmWzfRt3YQhnVvhy8lA6BpGTQgjHOWLpWs5ZHA3fIUt+X5dGQvWbaPorjsQuj19UHVlBZ0H7sv1V1zCtZdfZHfeKeSH0CJS05t7s5rs8Qny6orYxqU6sAZpFQopE4Ju3oKFHHrmZcz4ZDTNstOQ4SDr1qxl9sLF/Dh7IcvWbeLtf52E/VmK2uKzrIpYKII0zO3i0qRpsbmqhspIlKAlyc9Op32LfNwp9nys0aoaYqEIny1ezRF9O5HfqoCp26r5YOoCXii6HrAFzZYtW+h86tVcedzBHNS3K1JoeDxuBnTtiNfvLxVuT6F7wNENauqQfwI5bbrIQ4ve2K193jln4F9xP93NTkTNDm2GAHdLKQ913t8KIKX89585p7LUKOqFWE34YStmDDfCEcxQlFgwzPw1mzm7TUveWbKG/Tp0IxoOEorZcSuHyVSG5LYhv0pH0+2HZrxEmKZruHwuqstNxhWvpFleGt2b5aL7PLh8HgoCPlwpflzSolmTDKRlYVRUY0YNDu7QEn9aAFd6gHW/LKWsrBSjqhy3245JuPOp0WBJQsEg46fORAfQNCxL4vZ6J4y4+r4GLWgAZCz6iLTMNzBiYMQo3rqNmqpK7j/rSM577E2+uOJERFWQsm3lTFi8litbtaYiuykZEQ0zZhA0Y0RrYphJWRV2/EwMt9+F7rF/4bt8Lk4qaMb0ykpiNWE0jy14pGW7GI/r04nU3Eymbi4lNzuHsvnLwYggrBhSSq695Q6yMtLxuXWE4ZjQ7YBUpNBGe3NaN1hBA+Bu1tE01s77D/BIPJ4LadGrQyuuPPN4zrruTsY8fS9r16xlw4b1HNajLfu1yKS8tIJwSSVGOEqsJkSkvJpgZQ0z128jEjXQpPM50exg6hy3h1SXzppwkL7N87GiBpa79te7rusc37MDvow0POkB1i3dTMy07FRwI8a6jZs45c7HKczNolNhPvt1aQNA1LSY+stchO5+a8S1DyhBsxdi1L2lBuBKIcTZwAzgeill2Q7b/8gs338YZalR1Btrbj33v2Y4eub7s5cSromwb0YWnmqTJ5YuZ0V1DZcGmrHWiNBG9yfmvnE71WQ9TtaLLsDn0tA9Oi6fC0/ATaUXNhBDd2m0zEunXdMcx3Lj4ecN28gM+OiSb89jo7ld+HLS8eTl8+WcFXRt2xIpJRu3lTJh1kJe+/J7HrvyDPbr1o7ctJRE34WulwdjRrfsoy5vFGXgY798PUbGooc+9+6npLpdnLZPN8zKMs578n1ioQjXD+jKJ78s45T8AkIlIaI1MWI1MYyYiSkhZFrEp5SJz1zu0QQpXhea27asufw6/iwfWzyS9OwU1sZitMnLol2TbHSPG3fAR0qzfCZtqmHEwcMR/lQ78FRoPDX6HV55+0N+/OxtAinOfXCKwUkh1iO07u5mHSvqYej2KObqX3SkNTUWjfZ/+Z0POeOoQ0jzuTEjYY6+4naaZKVzaP+udMhJo1t+GpHyKqKVQWI1IYyaMJGaEFNWbMAMm/RMT0OTIiE249lo8eD7NVaEgrw0mjXJ5pt1m+nTvAkF6YFEW39+Fr78PCKeFD6ZMoemOZkIKXl/wk8sXreZMfdfjVsjUSDTKda3ULg9fX2HXdzgsgH/CaS16CT7XvPCbu0z8YYD12BPbRDnD6d0YxfcK8Z2L90LFEgpz09uJIQ4EThMSnmh8/4sYJCU8srd6qiDstQo6o1YTfiqaDA8/PXZSwtObFGI12MRLAtzuiuHe2UN91asIWpZHO7OI3kONrcQZOg6hboXv67hi1n4oyb+kIG3JkZKuoeuAQ8er4fNpSHGbFvJfu0LCaT6ef/nBeSk+rll+ADbLaLZJnkZDnJ4t1ZsKq8GTaOmsoJXv/iOr/59Ld1aNnVSZpMC7Cz9muyjrmwUggYAI3ZRdVXV/Bc+Hpd+zznHIKNhjGCEh47cl1Ne+pizP/qOZm4Px3iyiFRGqamMUG1YRC1JzJmgEmoFjS4EUUtiSgN/TKBpAqF7sUxJq0AKcyqq+d+K9XQrzOOaFk1sq1qKz85Yo8Z2gwGa18/bn3/Lo8+/xvcfvEbA5wHLKR7muJ4E2kWuwoYvaAD01n1Ma/nUc7ds3jzzzU++9vbt2IYBXdoiomHuvegkTrnjPyxbtZaWOek8f9bhRCuDCWGzaMNW1hRX0Tc9HbcmMIMmpmVhRuPup9r0d92t0yYzwKKKapo1yea/MxZTHolx9pCeCF2zM598HtB0fJrg1GG9EbrOUx9/y8S5S/nu0ZtqBY2TrSUty0TTzvUrQbPXIi1JJLTbxff+Ukp3HCHES8AXO9n0R2b5/sMoUaOoN9o/+W7ZywcPvuW1fQe+LqtiBEuCRCojVMQshmiZfBLbRgAXKTEXAi1hrSkjxrRYCd20NPy6Rp7LRRu3nxpT4jMsMmImnpAd45GX7qUgJY2pyzeSkuLmjn5d8KT4MENRdL/HrrUSjhKrqkZ3u2iW6uPjnxdy7cuf8MHtF9K1WXZtXY/aFO4v/Mdc/Xq9DdzfgHvA0euWvvzAqC//7/r/NPFpWFXlmOEorliM6/p2YdQPs0jTXYSroxhhg5BpUWNa/BSqZJZRRT89jXZuP6ma/ZWiC4mpCXCqy3gkeBzlI00Ly7R48MD+BDICTlab7SoULjeWaSIjYYSm88IHX3Lf828w5o1naFPY5FfzFUmhvepq1etPZ0rsjWjtBy8ojHxXNGn0Yw9gGshImBWr11BdWcWEh67jsJsfo3fzXKLVIcxwBDMcZcqK9azdVsna8hr66SlETYkZNRNxZwDCsW4KXaC7dXQhME0LM2rwyrH74wv4ANA9LnSfB83tqhXzupuH3vmK0eN+ZMz/XWdbLeOCpnYqk4dTjrt2ej0MmeIPYlmScLDusp+EEAVSyk3O2+OA+Ttp9kdm+f7D7GLWOYWibrjwm6lvaBHrv0bYIFodozJqMj8cwjIFR9EUFxofsoUKan9dSCSgkW55yLO8xAzBtFAlKyNhKg2L0qhJdXWUcFmEcFmYWFWUXp4ArXQfE1duYs3WUoxwFCtq8NLk2cxYvg4zHCUaiXLfO2O4ZfRnfH7H+QxsV0g8ziQ+D5W0zHIs85L6G7G/j8EX3vZ401TfGBkNO/EZYWLVIcqrgrzYvw8V4Sg3r1rK1nAkYZkpllECQqclPjaaURbGalgaC2JY0rHiQDT+UNUF0pRYpsQyJC5n+gsA4dJ59KspLFm/GYEkGglzzf89w39Gv8f3bz1L13YtnUkZkyZitIz1wjKuq6/x+lsxYg9hGtNlLMrqtevYtHkrQzq0oInfxdg7zmXWyo2c9+pnlJRWUlMdwjIs0nUXsZhJLGRghAysmIURNjCjJmbUtF/HbKED9q/26lCUSDCMFjPj1QsxpOTBr6awobwagJpwhAsfe51PfpzFhEdvolWTHGf/2hgqaZkLgbvrdIwUu03cUrM7y1/kISHEPCHEXOBA4FoAIUQzIcRXYM/yDcRn+V4EvC+lXPBnT6hEjaLeMcKxy4ywMdUIG1QaFsVGDLepIxAcRC7tCPARm1hMNRJJNh72Iwc3GiFT4rY0muOn0jCZHammImZSEbMIRgyiNTEilRFiNTGmrNtCChpryqqprAlhxQyWbS1j6aYSlm7YyhEP/pcfF6/h+7supEfzPLuoWVzMGDGwrDCWdXzKCTc0HrfTDsho+EyM2EIzHMUIR/hl7Ra6BtLwGJKiwnZ0dvu5rnQlP4UrMSxJC93H0Z483LpOC81HG81PE83DCtPOcjedmL2458MyLaQpmVdczrSNtpte6BqmJVmwfisrt5SycsMWhl10G2s3bWXKW0/Ttlk+ydlAzlKBtI7W2/RrFG6nHXH1OsSUsegJW7ZsWb9y3Ub26dwaGQ0jo2Ey3W4+uOgYcv1eRr72Oa/9spgeGekMycrmwpYtE9YZM2pimRIzarugLFMmCRoLI2QwMCuL+3+cw+qyStsNa1mETYuFG7exsbyaKUvWsM91j6BrGuMfuYmC7IxEH0Xt3F6bgWNSTrhBuZ32cixLEg3Fdmv5i3gAE9tk2xP4GuyUbqdGTZxngQhQhW3R+dMoUaOod/b5YVJNLGSMDBvW3IXRGnItLzHHEiAQ9CKdI2jCQqr4lC1sxI63WEo131NC1LEKZOAmR7qZFq1iXLiMoGERCxvOl7rJrJIyZm4pYUBWJr9s3IYZNbh2n57M37CVI558n6N7tuejf51MbsCHFY0lsj2cmAEDyzwlcMqtjXrW4ZTjri0xw5GDjXB0lRmOUlZZgz8GsZABMclpKXn8K7UZn4aLeTa4gTJpEMNiplnJl9FiNssIG60IOZqdhl1qxZgUKUfTajPVhC6YV1bOotKKRGFFt8fF/WcdwZfT5nH7S+9z5Ukj+d8jt5OZbtcNkqaJkDK+hISUR+ntBv1SbwNVB3gGH7du2ep1RxzQo/1WKxJCGnb5A6MmjMuwKNq/HzcN7M5/F6zipimzWVFRBcC7Wzby2sZ1vzreymCQHypKAWxrmWmhS1hcVsWczSWJ1O90v5d7TzmY58dO5dzH3uSes4/mpRvOI8Xn+XUnNa0cODRw0s0NPgvwn4C0zMRceH90+Uvnk/IUKWVvKWVv4EPgo99ofqDT9k+lj8dR2U+KvYa3crvk/lBdOckbdXeO7eTPUiJZSg2zqMCPTnN8eBEMdWWhJ2VF/WiWscIMcnNGS5r63PizfLgD7kSGlDvg5sNNG1lRHWTMyg0c270d1wwfQLO8LHS3HU8gdA3dKe8PRISunxo47Y5P6nhI6o2N913Wcv2aTeNXrdravqXpJlweJlwRIVQTo9qwCJoWEyLljIuUkCpcNBUeMjWdI/y5BJxf8BowLVbBrFg19xW2IyXXjz/Ljzfdw89lZRzQqRWuND+/VFTz/pyljJu7gvMP35fBPbtw9PBhCK/fnuZi+9L8VcBReqehP9Tj8NQpoc+f7iKj4W+sUE1hrCZMtKo2OPj7xavpHkjlrUWreWvlWroEUmnvT6GF18eI7NyExQbgfyVbWBkNcWenTrgDbtx+Fy6fi5ll5ezTqil6ego/l1bw7tzlTFm+jstHDuNfx40gLS3NKTbp/AaOBwbHotukZR6acszVjVpcNibcWS1k1gHX7tY+2z65/k/XqYkjbD/zWuAgKeWynWxfDfSXUv7lsgxK1Cj2Ki70Ns/yRF0fW7D/rtpYSFYTYgnVbCZMC+Gjje4nTej4NY2A0BjoSyfbo5OS5iES0NhixVgVDrGgupqfy8tw6xqHtCvkogHdaJqd7tS08eLy2wGS9txFLoSmVQtdOzb1zFHj63Ic9gbeO+aAwva4Pw+VhPpEKiNEKqOEQ3aQcMiUWEDEspgRq+LnWCVrjDBdPSl086TQ3u2nQPeQ43Lj87tJyfXjy/ET9ArmlpUzr6yS4kiMKRu2kpce4PR9e3PuyH3Jzs1j4uK1HDCwN5rPj/D44pWbEZpeDByud9lvxu/1vbFR896/W5vB4LhoZbBDfKqKSGUNPyxdx4DMLGI1MWpCUcZs3MyYrVtZGQzSPzOTXpnptPMHaO7xkel243ZpeAIetBQX1cJiXTDIZyvWEzQtftq0jda5mZw2tBdnjehPWkaGM3+aZ3tRA2BZ66RpHuw/4rIl9Tcqit3FlV4gUwdesFv7VIy//zdTuv8IQoj9gMd2JY6EEKuAMuzU7xd29/jbHUuJGsXexuWitcuCm4G7sH2yO8WnCVw6LBFVrLci1EiTYitGpTTQEHZasbQI6C6a+ry0Tkmhe0Y6Qwpy6dA0kznVVezTptCe1M9vi5r4hJlOYbjvdI/rgvTz7l1Vd1e/dzF95HBfuCxcFKmMXB+tienhkJFw98UDgMGuSRMTJktkmCVWmFXREBuiEcqNGC6hoWkQsyQ+l05BwE+P/Gz6FOZyYJc2dGjTDH9OOnpqKlpKOusqaoih0aFtG4TXfqiiaZ8Cl7q6Hbi5/kajfil74da0aFXw4WhlzSWxqiBzV20iS+ikSQ0jZAcES8eKUhozmFFVwbzKSpZXVbO+JkhFzMAlBEIIopZJwO0iz++ja04mQ5rnsX+HlrRpXWDXbUpLSYy9cLkRbk+yqHkDuMZ3yIU7FlFT7OVoqU2kr8cpu7VPaOpTv2mp+a06NVLKT502zwHLpZSP7uIYhVLKDUKIfOwJLf8lpVSzdCsaF5eK1t2B0UC/Hbf5NIFfFxi6ha5LevhSSHVpuNw6lpRIr44700MgxY3bZacZS8uy04f9dpG+WVWVDGvXHN2Z/TturdE8rhrd7bpJ87iey77sQfUBAb7t1n9QtCY2OhY2OscFTXJtGr+u4fO78KZ78AQ8CXefJSWGS7AgEiQ94KN/iyaJInBC03AFfHjSA7WixhdAeH2Mn7uMg/cZgPD6S9G0q9x9Dn+rHi9/r2LNrecOj9WEX5m0dG2rfpmZ22U4gR23pHs0NLeO5tbYEAmDJvAIwYrKGqTbxdBWTfG7XYngYACXz4M3MxVfTgbezNRkQRm31mxC0y72HXLhzmqNKBoA/fv3lzNm7J6hUwjxl9xPQggXdqp2Pynl+j/Q/m5+Z2qF30LVqVHstTwvV8+/VLQejG21uQPwadhWAb8ukLqFpVv09gVI9+h4Ah48qW6EJhzh4kkUHLNTicV2xxfYQscyLYRmf7lLy5ogTevC3Bse/cdaZ3bGiAUzpn3dtncfTRNFuuQ6j1b73eHRBJ4UN74ML950D+6AB3eahxWhGqpiJobUGNylFRkpvl0e3zItdOxARmFZ+FwalZWVn6dn6hd7Bh/3j7XO7IxW/x49fullJ/bQJS9J0zoJ0DRdgDMdhe7R0d0ay0NBSkMGnZrm4PG4qYrEGN6mAI8T8GtFDaRpYcZ+nbYrTQtRW4NGYpn/lXCN/7CLlXVGsbuMABbvStAIIQKAJqWscl4fAtzzZ0+mLDWKBsHlonWuLjjfo4lL/brWxtBMgprJIH8q6R4db7o3YSXQPTouvytRbAxIBExKUyYmW5wTrGJIy6ZobldY97je132eZ1v9e/S0erzMBsGnTbs1Ay4CLnK59UKXz4Un1Y0v04c3w8sWEWNdJMqgNoVkpqfY7jy3nQ0VtwqYUTtVVNM1XAE/3sxU3GmpCI+vWnh8b8WEeDZ95KVz6+kSGwxzTx3Z2oyal0pLXgDkCk1g6DCjvIJuBbm0yMtE93ucoHfdLqiHUwAxFsOMGQlxA+AK+PDnZOBJT0H3ectwuUcLTX8u5YQbfhXcqWh41LWlRghxEvAikAEMlFLOcNY3AyZgG1bifs0q5/3bUsr7nXZtgHeBHGAmcJaU8jerBypRo2hQ3OFtp1madVRQM67r60sdmuXVdX+WD2+6F3fAjSfVw+cbN5HiddEiIxW/ptE6EEBI7LodzgSZmltnTk3l+iGtCp7U3K5XOzzzfkk9X1qD4+u2vV26Rz/G7Xdd7sv0HejN8IrFsSDpGan0aNUUd8DPazMW0r1FE4Z1agWQsAxYUSMhcHSfB09aygJPeuB54fG9kXLCDZX1eV0NkTknHeYFTtoWi169Ihjqf2CnlnhT/Xa8mM+L7nHx+IQZjOjell4tm2JFjcR9MMIRrJgtbHSfB19W2kxvZuqzmtv1TuqZo0L1fW2KPUc9iJou2DVqXgBuSBI1XYF3gIFAM+BboKOU0txh//eBj6SU7wohngfmSCmf+61zKveTokFxX2SFBXwKfPp5s+4Bf5avtzfd28+b7u3nDrj7lQij84yScr1V+3Z0bN8ewiGmlpQiwuHyfmn+qRrMkJacCcw8d+xPvy7mofjDHL5ytoFde+LDWccekr4kFtyvdbPcni0Kcru7A/5+7oCvw6aasEjFT4FIIcdlkeG1cBvGRsttzDRjxgwraswEZmZd8m/lYvoL9PpgTAR4E3iz9VWnZnvSU/q6fN5+7oCvn+7z9BMuve36ymqWmV7SpY9sj0Ga20B3G2uErs00w5GZZsyYqenazLxr/9OgZztX7D1IKRcBicrhSRwDvCuljACrhBDLsQXOT/EGThr4QdROmfA6dtXq3xQ1ylKjaJQUFRWdDwwFAkmrJVCCXQF1E7Al6f8to0aN+svlMxW/pqio6GrsLywdu7rocmCBsywbNWpU3U1G8w+mqKhIYMemdcUOKQthz8UzB5g7atSorfXYPUUdIIQYA+Tu5m4+cCqe2vyZlO7v2d5S8zQwVUr5pvP+FeBrKeX/kvbJddq0d963cNp0/81zNURRI4SQ2Dnv1zvvbwBSpZR3/43nXI3t8zMBQ0rZXwhxNXZsgQBeklI+/nedX/HnKCoqSsVON9zZkprUNC544kJnc9KiBM9fpKioyAt0Aro5Szvsz00MWEatyFk+atSovzzhjGLXOJ+J7thl63thxyuA/bc+F1vkLBw1SrmeFL/PH0zp/h4lanaNECKM/eAZIKUsrkNRk6h4KITojh3ANBCIAmOAS6WUqlx4AyFJ8DQBCnb4Py2pqQRK2V7oJAseZWnYTYqKivxAZ2yB0x1ohS1yIsBSbIEzH1g1atQoc1fHUfw1HOtNAbUCpyvgxf7xthRb5MzFvg9WffVT0bDZiai5FUBK+W/n/Vjgbinlju6nbUBTKaUhhBjitDn0N8/VQEVNNXA/tpC5vZ5EzUnAYVLKC5z3dwIRKeVDf1cfFHVHUVFRgF1beNJ2aB4XPDtzaalJ/v4AjsDsQq0lp4WzKQQsptaSs0Y9XP8+ioqK3EBHakVOa2dTFbbInAvMGTVqVGm9dFDRINmJqOkGvE1toPB4oMNOAoU/AD5MChSeK6V89jfP1YBFTTPsD1gvbBfQnxY1QohJ/PpBBfZN+NZps10ZZ2ASdsDqEOwv3vHADCnlv/5MHxQNB0fwNGHngid9h+a/ZeFRgmcXFBUVpWOLm67O/82cTTXAImpFzrpRo0Y1vC+xBoJzH3pQK3IynU0bcGJxgEXqb1mxM4QQxwFPAXlAOTA7bmkRQtwOnA8YwDVSyq+d9V8BF0opNwoh2mJ7RLKBX4AzneDiXZ+zoYoaKWWqEOIebJ98iL/fUvOrMs5AB+By7C/aBdiWmmv+rj4o9n6KiopS2LlLa2eCp4ydC57N6iGxPUVFRVnUWnG6AfnOpipgIbYVYQGwSYmcvwfHVdWCWoHTGXBjP5QWU+uqWqPugaK+aOiiJhuYBbyG7Y//ADgD+0HyMnAOcDv2w+NtKeWpQohWwPVO+xVSysf/iKVmh/PfzQ5lnIUQDwDrf880pvjn4sSR7MqllbFD83J27tLaPGrUqDD/cIqKinLZXuTEg13LqbXiLAC2qgfs30NRUZEHW9j0whY6cZdhBbUCZ96oUaPK66WDin8kDVrUOK8fAk4FXgXeAi7DTj/LBP6HnXGxDGgrpXxRCPGgc5gQ0CIeE/M759uxjPM32GWcZ0kptwohWgLjgMFSyvI9d6WKfwqO4NmVSytzh+bl7Nql9Y/LWHEsCE3Y3l2V6WwuwbbiLAQWjBo1StVg+ZtwrGk9k5b4D8U11GZVLVGZhIq/k8YgapoAq4CHsH+tPYxthSnC9te9jW2puU1KWSaEeBj4r5TyD5dgd/x6HztvE2WcHQtPDrYL7Dop5fg9coEKRRJFRUU+du3SytyheQW7dmn9IwSPI3KaUWvF6UrtA3Yrta6qBcqK8Pfg3IPW1FpxOmHXKYpix0TF43E2KEuaYk/SIEXNrhBCHA8MxzbTt5VSnutYZppJKc9y2rQCHsA251dJKYvqrcMKxV/EETy7svBk7dC8kp27tDY1ZsGTFAuSLHJSnM0bqXVVLRw1apSaouFvwPk77UKtyIkHfpdSK3Dmjxo1qqp+eqhoLDQqUaNQKGpxCt7tSvBk79A8Lnh2ZuEJ1lWf64KioiIN24oQd1V1wa6aCrAWx1WFLXJq6qOPjR0nJioucLpjV/6W2Fb3uMhZpgoxKnYXJWoUin8gSYJnZy6tHQVPFbsWPA3+oV9UVKQDbam15HQCPNgP2dXUWnIWN2aLVn3hiMx21MbidMCeuTmMPe5xkbNFuaoUv4cSNQqFYjucrJZdWXhydmhexQ6uLGpdWg1S8DgF6NpRK3I6YsfSWcBKakXOEpV6v+dxyiJ0ozZ1PJ6+v5XarKoFDfXvS/H3okSNQqH4wziCJ5/thU7c0pODHaQfp5pdZ2k1mNgJ55o7UDulQztqJ+dcRq27aqnK7NnzFBUVNaXWitMN8GMLzOXUZlWtVNNpKECJGoVCsYdwLBy7cmntKHhq2IVLC6jem90MTtBr8uScbamdnDM+b9VC1OScexzHVdiBWpETnxi1hu2ncVCp+/9QlKhRKBR/O47g2dHCE19y+bXg2alLi71Q8Djuks7YVpyubD855xJq3VVqcs49TFFRURrbzzgejwfbxPYzjv/jC1b+U1CiRqFQ1CuO4Mlj5y6tPLYXPEF2bt3ZtLe4tJIm5+yObclp7myKT84Zr5OjphPYgyTVJ4pbcZJnHF/C9jOOq3FvpChRo1Ao9lqKiopc2BaeZFdWfEkWPFNHjRr1eH308fcoKirKoDZ9vBv2dQA8PGrUqJn11rFGTtKM4/HU8dbOpidGjRr1U331S/H30qBETW5urmzdunV9d0OhUOwFCCHweDyYpolhNJzQFbfbja7rlJaWkpKS8vs7KPYILpcLl8tFWVkZfr+/vrvTYJg5c2axlDKvvvvxR3HVdwd2h9atWzNjxoz67oZCodiL+OGHHwDYf//967knf5yG2OfGgBr33UcIsaa++7A7aPXdAYVCoVAoFIo9gRI1CoVCoVAoGgUNyv2kUCgUUkrWLt5E6eZycguzkVIihPj9HRUKRaPnHy9qZs+eTY8ePdB1vb67olAofgPLspj4v+msmLuOdr1akleYxbJZq/nx2zmkZPjo33sggQwVAKpQ/JP5x7qfTNPk1ltvZdCgQRx55JGUl5fXd5cUCsUu2Lq2hJdu/YCmbfK44L4TOeCkgXTo14ZtVRYRbyrbyi3uOvMlbj/5OZbNXVff3VUoFPXEP9JSU1FRwYknn0hxSTHvvvsu77zzDv379+eLL76gc+fO9d09hUKRxJwfFjN30hLOKzoej88NQOm2akY//h2nXjyUph3t6Zb2339/1i7fysujPqGytIYTrxzOsCN61mfXFQpFHfOPsdTETIObvxhFv7MGk98knwnfT2BdbC23P3obi1bNY2PxOrp27cJhIw9j9OjRBIPB+u6yQvGP5+tXJ7J1XQln3XFMQtBUlYcY/fh3XHb7oTRrlb1d+5bt87nnrYu5951LmDZuAf8a8QjvPP4NDakel0Kh+PM0ekuNlJKPP/6Yq2+7lupAkGZntuOIK4+j+cBMEODFRwfLwsSgeGkVvllt+PCdD7npppu44YYbuPrqq/F6vfV9GQrFPwopJR8+MY4OfVvRa79a62k0YvDyI+O56KYR+FM8u9w/LTOF6584DcuyeOuRsVw5/GHOuesYBh7QqS66v0tmTl7BtAlLaNIRcgsC9doXhaIx0qgtNWVlZRx//PHceeedXPSfy9j/x2Npc3kX0vvk4RYePHjpSCcCZCIQNO2YzSmnncKHn7zJO1/eyTfffUr//v1ZsGBBfV+KQvGP4tNnx9N5QNvtBA3AG09+z2mXDiPtDwYEa5rGWTcdzkMfX8lHT4zjpX9/XW9Wmzce/YaPHv+aplluvnzyZ8q2heqlHwpFY6bRWmrWrFnDASMOZMAh+zDjnRlYHsEzxmg2sJmLXKeTRzpllNKBToREJYvkFNKtfPJEGxaWPoq/+UbuebUP0z/L4sADD+Ttt99mxIgR9X1ZCkWjZ8rnv5DXPIvuQztst37cx3PoMaAVTZtnEiwLMvPjWWxbXUzQrCS9TTrmUBPdtfMsxkBGCvf/7woeu+K/PHnbJ1z1wLF1mgb+6WtTWD59Ofe+fzmaphFyV/D1879w7ImH1VkfFIp/Ao3SUrN582aGHDCU0EkZLLzS4IptTzNyzWN8uaGUs8xz6K51pAlN6UxXdHRSRRZNw12Yt3keX256l7BZAliAxfFnDOXDDz/k9NNPZ9KkSfV9aQpFo2bjii2sW7KJocf022798kWbKdlSxaADOjDnk9k8cu6zzNyymmiPFH7YvIJlc9cz4f++YWzRV/zw+ATWTFtNLBTd7hi6rnHDc2cja2p46vZP6+yafvhiLj9+PJ27/nsxmmZ/5TbvkoeOxarFm+usHwrFP4FGJ2oMw+Ckk06iy/H9STmzFUEZZn6khIg0iEiDV8t2LkyWVy/Ecv6F6YZbyyDV3YamKfuy77778uabb3LyySezcePGOr4iheKfgWVZfP7i9xx/1SHbra+qCPHluzM59vR+jBn1JR9+9QNnPnk619x6JqeedAhnnHUglc1gXXuTQ+46nIHnDiFUFmTy0xP5+q4v+PG5SURrIoA9CebVT5xBtLyKF+754m+/phmTlvHRk+O4591L0V0apatLqNpSBcD+Z3Rn9AN/fx8Uin8Sjc79NOrhe1gUWU3/U3vgtbZhIujubsHSSBDdZdDX1wqAkGlSFonR1O/FkpJmvjaUxrYBUODpib45AyklRiCGWTOb/fs15aKLLuKyyy7j00/r7leeQvFPYcI7UzngpIG4PbVfS1JKXvvPdxyyfwe+uedrSru6OeaEw2jbqlmijRCCg4b0wJ+Rz/89/SY3XHoanQ/rSufDugJQtraUsfd8TY9jetJ6n7YIIbj+mTN58OLXef3BMZxz819zAf08Zi6Lp69ECIFpSrKb52BpOgumraBiYyn3vXcpZsjgy3vHkNchn3BFiNXrVtP6mHb89N4KVRFZodiDiIaU6ti/f3/5W7N0l5SUUNCuOb7Hu+NunkqeezA1lk6Opy0aOvleP0NTulMVMzANDVNK2vk8aMEQQko6+yw0aVHoWUewyp6YNJsavMG1SMDd7HAGHnEjL774IgcddFAdXbVC0fgJVob48MlxnHXHMdut/+jlKUQXbKJ1twIKD2/HR1//wNUXnrxdm+SZl1ev28RLb33OaceNoHuntok2UkqmvjSF1LxUehzXK7H+3vNepWXHppxz68jd7rOUkvcf/Zo23ZuztSzK2mVbyWmajlkTQsZidBnQhj4HdGbpt4tZOXE5B1w/An+mHeD8wSPvY4YNNhYLhh7Zm0Ejuuz2+RW7j5qle/cRQsyUUvav7378URqV++mFF16gcP/2eFoE0EUaQUsicBOzJFFpEQkHmFFWxpqaEGHTJGZJamqCmFKSYoSprKymoipISVUIhIYQGq5oKdKKgBVBhFZw++2389BDD9X3pSoUjYovX/mBkRfUPmiklIx/+ntWfjKHw28YzuAL9+Hldz7nkrOO/c3jtG5RwD03XsCcBcu5/4nXeeujcSxZsRYpJUMuHooRiTHzremJ9ne+dj6bN5Tz2OVvEKwK71afx7w2iS6D2/HDK9Mp+34pXfweMjdWkltt0LtLC3xBkzF3fUGkKsLh9x6VEDQA+QOaULmigpFnDGHsm1N267wKhWLXNBr3k5SS0aNH89yrz/B51nQEHr4prsJCIoTEr7kICBeaJYhaJiDwaAKf7sFlGGhCs03AUhLS29E8pwBZESWQ0ZfQxtcBQaDVkZzWuTXXX389GzdupFmzZr/XLYVC8TuUba3EMi1yCjIBKF1dwqSnfmBxaZDrP74Yl1vn+ymzGDawFz7vrmvTxNF1nTOOt+Ny1m7Ywsy5S/hs3GSkJUlPC9CTfH5+7ScGnjcEgJueOo0n7/yc5256jyMv2I9O/dv87jkW/LQcoQnGPz6JISf0ZthptT9kTcNk45wNABx85+G4PDv/mm15RBu2TV1N2dbK3z2fQqH4YzQaUbNixQqKK0p5uvxzTsk9lDRPS5qkbqJTkxwG57SjNBaltS+DN1ZuICxjnNKyOVIKmrq9fDa+jIpyiV4QJr9JJV3btMVcsYrKRfOpoJL0DufiXT8ROekzPAddyCGHHMLYsWM577zz6vuyFYoGz7g3JiesNEvHL2Htz6vxDGzFEe3zcLl1TNNk/OSZ3HPjhbt97JaFTWhZ2CTxfmtxGe99Np7q2duoKqvhoGuHI4TgiruP4PkHxjFlzDwWTVvBUZcehK7v3JBdsqmcn7+eQ7o3QJMuTbcTNAC6S6dFv5a/2zd/np/qOZW4fZ7/Z++sw6O61j38jmcmPnF3TwiBAMFdCwUqlEJbCtTdvafu7k6NUlpKcfcgISSBCHF3T2Ym47bvHzmHllN62p7Tnt7ey/s8fQrMXmvWWnvP3r/9rU/Q9unxVLv95vmd59/D0Gug9VQz2lYNSm8VQWkh+ET5/NnDOs/vwF9++2nAOsCUlyeQNjsNTYCDnc053HjoI1bu/4ZXTx7ivbxcwpVeDPXwZ/UJPVuzJZw4oUIlKIh0U9HeaWdAJ+B0QlubC0Njk3BTKjG3tiE4HAgOB+LyXQjdDTg7a7Ef/4asaE9eef5p1q5d+2dP/zzn+Uuj1xpxOgXcvV2pOVBFZ3kHY26dRENtD6l/Fwbrth7g0nlTfhdnWn9fb25dcQkr/7aY7OZKPrjqY7StGqRSCTc9MhO5jzd2qZyPH1qHtlf/k/Y2q511r+5g9NzhVGfXsuSpuf/ReBJmJBET6sPOL85vQf03MHYYqFh1mvWPb+bAlgLKalrp0eqpOVjF9oc3U7bt9PmSGn9x/vKi5uPiDzj8xRHMLWYEiwMAASU2pwOr00GtrufMsRtL9NgtIvQWgSN1JjQ6cHOT4DRLwKBAIRUjEYPTJuCenAhiMYjFSL3UIJaAWIK4aQ/2sq3U1ddzy43X/1nTPs95/k+w58ujzLhiDNpWDXWHaxl/y0Q2rs7jkr9vDRlNZmobWhmSFPO7fq+/rzePv3oT3hdG8va9n7Hjsa30VHez9MbxeAV44RoWwLpXdlCaU3Omjdlg4bPHv2fOtZP49p4N3PjlVf/xOKLGxeAnlXEqu+o/7us8P4/T6eT4R0ep3lZLi9VE8oVprHhxEZc/fCFKH1eKq5uJnJeM1EXG1gc2Yej5qaD9Z8xGK0c3FXBw3QkM2vPZof+38JfffvJ2USNChDhawD1ZRYJfEvMiprC+sofmPh2LI6Yx460TjAr3RuhxxeEAqxRO7nPloA6i/KS49nsjEsDVaufEy13YzU6ip3vioYzBWteDMzYDmU8QSKSIT71NjJcIk01A5bT/2dM/z3n+slhMVgb6DXgHerL1vo3MenIuA1oT+l4NXt6D9dY+/WY7yxb99sikX4NIJOKyS6dTMyKJz9dsx/1QFXmf55J+aQbBEWr2bDTQVNlB/u4SJFIJDruD+TdN5dN7NjPr1ol4+rv/LmMISgjAXFSP0+k8k5zvPL8f3dVdHHv/CPJYb/QqEZMvHU7m1NQzn4+ak87I2UPYtyaHvg4tc+6bzoGX95K2IJ2IUZHn7PPkvlIKD1Yw4eJMZAoZa1/exviFmcQPO/fx5/nv8ZcP6XYKToZMSMPgMLD0giu47ba7qOxsZ9GX3yM4RUidWYAYb5k7AZJQbHZwF8mJl6ix2kT4SiBYAk4H+Dl1+KMHAdxlGgKd1WBzIBLZUYd1IwxokQwLYvtXT3DhJ414uLuh1Q38OYtxnvP8xdn52WFSxsTRcbyRgORA2gqOcvT7HJKy4lG6SND0ajhdWceoYSl4R4QQmBpPQEo8clfVWf38HmG6XT39vP7xtzxy21Wc/qaQgS49GVeN5JtPjxMS6cOI8TH0dg2w88sTREpEXPLKxf/R3H88ZkOPnqcWvsuyVy8haUT0L7Q8zz/jsDsQnAJiqfgsUahp7ifvi1wUHgq67Bb8w30QfI0ATJgwgZaGPrR9BoLD1aj9Bv2Z2mo72fz+fi66bQb1uyuxGq2MvWkC4r/7VwmCwJYPD2DXWXD7e7Cc0+EkdlIcx7LLmH7lWIKi/P67C/AH81cL6f7LW2rEIjFuNnfGpo+jqaWdpCcvwo43YlkqNid4ipyITQJmFwMyD5CKRQR4CUh1IBKBUwFys4BZK+CXIUdcL4AdFP4K+HsGcxd7I0JNEzgcOGxWRBe+zozmd9m//wBWqxW5/JcjMs5znvP8gNPppK22i8kXj+B0TR69ldnEzZqMh9afOfcN1lh74Z3V3P7Y7bi5KtE0tdF5upKKHR8hkUoYd+dK5KpfV9Ty1+Dv681tKy7h+Xe+4m93LmegTUv2S3uZvzwLu6uCgqN1uIgg2ikw77kLf7fvBXD1dSMsWM2BdXnnRc0/IQgCDqsDkUSESCzC2GOgt76XlpPNGLoHt4gEMVisdiSATCZFJBIhCALuAR6ETIrh8KYCZi4bT2RKCIcOHaIsv4vT2buITgzA29eV/VtKaG/WMGVeKinDwljx1CWse20n/mFqUkbEse3BTQSmBiPzVrLlowOEBapJn5JE2sKhiKRiRCI4tbaAuGA/Nr27l2ufv+xnnczP88fzlxc1AEajEavMxoEDhzBO9wO6kElMSMUqXPtt2MwS0AmESQT6+gSWz3QlPVFEUxu4WQV2v+JAIkB7sZgYmxVLjw2r4IL7wqHYG7pRiiWQ0wIiJ2JTJ8fffJoAhTdyuRyTyXRe1JznPL+R4uxKhk5K5NgHR5DJmkmYN4NT1TZmXDSYGK+ptRMfb0883F0BUEeGoo4MJWnuVDQt7Wy/91mmPXEnfSc66d9YA2IRp47YcAvzQj0kCK+kACSK33Z7C/T34cpLZvHmJ+u46/rFzHtpIXmfHae/uR+ZSIQgEXPBsxciU/7+v/fMeUNY91n2797vXw2b2UbtoWoajzeAABK5BLFUjOAUcDqcuPq4oo70IXFOCqeOVtBS1YmLUo5XqBdmowXNj3xbOjq7CXYTcc1zi5BIxOj6jez8upqoRG9ufPRHWaQng8PhZO+mYo7trWTJjeNY+uA86kqa2b3+BFIvCW1FdTjMdlY8dykhKcGUF7bwwYt7UbrKsVrsBId7EySXkpIWwe7PjzB7xYT//uKdB/iTRY1IJGoABgAHYP93TFw6k44Gz3ZK3v8UEOE1KwSxWMyVmYE8POtGRt16BKdTwNXpTXWtHYdDxHNv97Lts1BS4qFsvwACOGxgabdik9nBAcYmCyL/cOStzQx8W4jEMwjXIS5ITq1n+6lyyjQmJk+ejKen5++8Kuc5z/99Tu0vY+ENU8nedgLfGDdCM4eweecuLlwyeAtYs2E3t6289JxtvUKDmPrI7WyZ+ypjn7gcryUxiEQihk6YgKFJQ+PxBo59mktP1wAWiw1bqh+OME8QICkugKnjE5BKz/0mHRcVSlpSDBt3ZrNg1gRGrRzzu87757b7hy8axlcv70DbM4Cn73/uq/O/GZPGhK5di0VvQXAK2IxWOsra0XcNIFXIiJ0Ux/RHZp3Z8vkHgiBQfaqR/N0lOAtqGL9wONOW/Lrzc2xfJUW5DUyYF4nKTfaTzyUSMTMvGkp/j57PXj/IyImxjJgQS3Ra2FnHORxOvvnoGHKFlBsfnnFmu6s4r5GCI7X4d+vpVTjobevHJ9j731yh8/wn/G+w1EwWBKHnlw87N6VtFTiHyCDIDfaZeCj1ImRqPwLc1XgrFdyxIIbXNtTgoQKxxoYTGW6uYixGJ6VH9Hj5yXD3k6HtgPhxTsy7rUhdJEhUMuQ+ErSrd4JTwCEIOP2GorfaqdNbOLZgCClvf/p7rsN5zvP/gu6WPnxCvDnx8TFshlqybniCgqN1DB83uPXS1NqJr9oLldLlnO3rm2s5/uBWop+cTOG273C/cDxVTQMUlB9EJAJvLxUpyzMZH+WHh6uc+vUl6Kp7SLtnIsXVnbz07j4y08OYPjHxnP1PnzCCdz//ntLKelISfjkR36/BqjNz6NU8GisHkA2LprBBw6QZP8xPKpfi7eXOiZ3FTL9i7O/ynf/baMipp3RLCe4B7niGeKFwVyCWiJHIpWRcNhxX37Pz9JiNVsqO11BVUI/d6gARRKWGctGtM3BxVZw5Tq8z01Lfi93uwMNLiX+wJy5KOYIgUF7Yyv4tJaSPiuTGh2ae8WX6Obx93bj50Vkc2HqaD1/Yw9KbxuPqPniemup6WL/qOPOWZhKbFHhWuyEjIjAZrPS1afAqbmXz+/tZ/uR/5nd1nn+P/w2i5j8iPTSVIM8AWgUBr5G+fPH+avoi1AhAfmUZt85djutAIKtWNeG0duNlV2NpE/HS1SYGuh0IDoFJWUqcGiN9a40ggMquwyvISs96Owpvd5yaQedhcXISn+5LZFpcO8PufgaCfjnB1nnOc56zOfBNLmNnpXPgqQ+ZfN9ixBIJuQerufGhwSzAP2el0Zv0vLLmWUJPeJG2fDS1znpyZa3YH/mMuKsWcNu1E89pgYm5bCj6pn5OPrabzKdnMSwtlIPHqnnx7b3csnICqnNsJ91w5QIee/kT7rp+Md6e/77lxKoxcfj5ozSUakm6KoOksf3kv7wZdbwLH39uod/i4Oq/R3clzUrl+PpT/ydFTe4nxxBLxcx5Zh6CIPzLKK+22k4OrjuBIED6hEQuunUGcpefWlc6WjRs+CIXd08lUfH+SKUS2pr6yd5ZjsVsQxAgJjGAGx6agVQqOaut3WTDqjUjOJyD/zkFpK5yFGoVYomYyXNTGTo6irUfHkUQQHAK+Pi7c8vfZp1VcPXHjJoUx2evHyA6xg9zRy+lx6pJGRP3ny3ceX4zf2r0k0gkqgf6AQH4QBCED//V8T9X0NJis1DX00Cg0p/gsDCkw+KRermRGpyGpjwMqSMQidMLb7s3CmFQ4ceJPQER7mKBEIcdid1BgMKODBu+jjZECCgk3bjJW5F6q/C5bRra9e8xbNVavv/kI7Iuv+L3X5DznOf/ODarna+f34r3gAWppInZz99La0MfJw5Vs3DZKFrau9mxP4drl57tjFvfXsc7373KzaNvxXSil+SbxnCyuJkdB0uoPvQqoyIyufHV5//ld+vqe6lZfZKMR6YhEono7tXzzqeHWbkki7BzbBVoB/S89O4anrhnJRKJ5Ceft3Z0s27LAaw2GyKTg0yLD964gAgcDoHmWiP9WgcRl2Uw6dIIdh3KJb+wBqnIH/F3RZjGxOEfpcbdz8iVl8yitaGXFxe+zav5j/6fcjQ98k42HqGeVNa2YzKYkcmlOBxOnA4nYfFBhMT6o1DKqciro72um4BIXyZdOhKl27ktdTarne8/P4HNaufSFaNRKH8qeM6Fvqmffc9tQLAJxCTHIvdWIhKLEInFiCQi7AYr5h4DdpON0BkJBI777VY6m9XOO0/vJNpso81p5toX/jtOw2admeb8RpTeKkKGhv6uVd//atFPf7aoCREEoVUkEvkDe4BbBUHI/qdjrgOuAwgPDx/e2Nh4zr525GxhX8Fu9I0Cn676Et8xWYwOnk5ZuRWnVYWrOBwvsQeuDjdkMjGZ8Wq6y+z4eIjw01pxmB34OXqRCRaCVEYkgDd5iBBALsVjlCcPfvsqRpuD9yaPxn3Nlj94dc5znj8PwaRByP0IkUcwomFLf7d+j28vRGQVKH73Y65Y9xxKTw8+fW0/l107FpWbgtc/+pbli+fg6f7DVsTO41vJr8jl3iWPUPToXjKfnkV5XRf7j1Rzy4rx7Duwj+9efoaLLr6KGSsHS5doNTYO7uhBp7EjloDTCTKZiOHBJpwd/SQsHwmA1ebgzY8PMWl0LJlDf2p5ra5r5utNe7nvpqVn6k71awf4/NsdyGRSll06C3NVP7XfFlIT7aTBqCVcmYVglzN2qg8xCYOOzqvX76K1Q4dS4c8tKyZwcOteij8sYyBtCkFpDWQNTyElPoqHJr7MgnumMerCjN9tzf8sBEHg0Kv78YrxIedIOZfeOQvfEO+zPm+p6qC9vhuLyUpMejjB0f7/ss/8w7Uc3VvBwqtGEh7z60KnBUGgbm0hhlYtvcl2xK6yfxn+LwgC9euL0VZ2k3bXRKS/UjT9g6LcBppK2jBVteOR7M+sq8f/pva/lbJtp2nMbSBhRhKGbj11R2qZdNcUPEO8fpf+/2qi5k/dfhIEofXv/+8SiUQbgJFA9j8d8yHwIQxaas7VT0ltEcufWYzJYkKlcGVcRhZ5J2rIDfNAIU1GKnGSGjnAkFhXhmeFo3R1YcQ4bxw2AalcRM1ODVWfVmEp7MbuFNAFexA11BtJiSdOjQ6RWMT37dXs7tFyaFQKIm/1H7wy5znPn4uQtwpR1vXQWYpQtgVR8rzfpd+KE/UoGhoZevkUlJ4eGPUWAFRuCkxmC1ar7Yygaexo4JMt7zEiKYtHrn6K2m8KiViQwoDJysYdJTx0+3REIhEyiYxF9z7KkS8+oa6mCq+4mxCLxUyb64fa94etJb3Ozqa17fjUGVDnN+OXGYZcJuHuGybzyZrjaAfMTB0ff9Z446LDWLF4Li+//zVyqRQBAYlEwrJLZ+Pn44W+WUPjptOMfHYOgXUmOtfWUmnMZvjQWEKjgujo6uXTb7bjplLjqwrhopGJCDYnEk85UdGe5Aw0kxo6mq83fM8T96wkbGISuz849JcXNQ6bg73P7iJ8TBQHdxVy9eMLf2J5EYlEhCUEEZYQ9C/7stsd5Oyroii3gSEjI7jt8Tm/2hJh1ZgoevkgoTMSiLk84xd9av4xruhL0jG268j/205SbxmHW8Svd/pNHxVJzv4qEoK8qSpuRtenx+MPqOtl1pk5+MpewkdGMvvJwXIdNqudhFlJ7Hx0K+NunYQ64v/fs+pPs9SIRCJXQCwIwsDf/7wHeFIQhJ0/1+bntp8OnNzL0scWYjAbkEnlvH/zRpYuvhyZygefiCE8sfJWVr96GIfdSeKQYN7beN1P+ih6+iRVH5eAIMXLQ4PaewCfWal4BavY1lzEXW8/z84H7iZJIUW++CrEat/fcTXOc56zEQSBJo0dN7kIH9f/7ruHoGmBukNnLDTO7FcRZd2ASK76hZb/Gr3WyLfPbcV2Yi/X7fsAkUjEhs9zGTUpjuAINV9v3MvwtHgs9LNu/xpC/EJZMuNq3FXuWPqNlL51hIxHp/P8W3u5cdk4vDwH89T840EVHzOKN+/6FGfHFvyThhAoJCKRScAuwnekL8MXjcLb3ZtdmzoxfHOEOW/PxkX9w5y+21qIRCxi4Zz0c6/L3++V/3igCoJA3gPbGf7EDDQDAhu+amf5reFIJCIKiivJPl6Ip4cbKpkvjkM6HHXudA+Ai9lOT6iVUUvsiI6bOewM4cqb/Dhyohhvix+nvszm3rXX4+Hn8R+t959Ff1Mf2a8fIHNFFps/y+aKhy/E3dv1N/fT2zXAru+L0PUbGTM1gbQR4b9azAiCQOPG0/QWtpFyy1i0+9qx91toam4Cm0DKokzcM/1/sT+HxU7xSwcJGBtJ8OTYn3xuG7Aglkt+kj6gr1vPxs+P49bYiyXAhSsfmf/rJ/4rqDlQRfnOMibfPRU3f3fydpVw+mgVKg8lJr0FdYAHQq2GibdPwSvsP4vC+qtZav5MURMNbPj7X6XAGkEQnvlXbX5O1DidTm577Tr25e/i1kvu5rr5t7L0pkfZ9PUHREdFcuNlf2P9hwXITAO4iBw8seZ6hk5KouCrPCwDZjKXjmD3BavoL+tEIpMTodAhsjtwKiTsngeffr+GrVu3kpHx1357Os9fgz6jg8/zNXRp9WhMDiLUSu6fGvi77pP/K4QTn0DaRYiUgzdDQdsK1Xtg+LKfjEGo3InQUQISGaKxtyES/bz/wO4vj1Ly3tcs+fB2glLjcDqdvP/cHm56eCaCIPC3lz5C7tdERGAUS2YsQyr54UFx8qk9JN88lv2nGvB0d2HsyB+S1B06dIjeThF9LeFMjXDSdqKdgspj9GgakacMRRafBMXdWDq0NKb2MixTgr9hEpIdVcz/YuFZD6Q92ZW0d+q46tIRv7hODRtP4+Kj4rTTxrcfd5KQ5UTyj50KESjkUixlOryKlXSY3QiZqeaK+6Nx2p18Nj2bKk8Rl49x8kmZk+ffmcSqbzcyIimFsl21mJt7uOmTq3/F2frzMfTo6SzvoKuik/6mPtwDPchYOoLVz23h0jtnoQ789WkvBEHgVE49uQer8fZ1Y+ZF6Xj7ntvKYdWZ6ciuo+90B/z9OSY4wWoGqwG8UsNwCfSlY1MTsmg1yhAlnYoKFH4O0iXxDBR045bmg3umPxI3GSLJz/++ateeQlPRhVdSAA6LHUOTBgEBuYcLdqMNwe4k9Y7xyNx+iMratDoPP4WEkr0lTL1xErFDI371OpwLQ6+Bmv1VNBc0ETkmipR5aYhEIja+uxe/UDVjLxx25tjGsla2fXwILyPMfXwuHoH/vkA+L2r+QH5O1PwcZrOZ++67j3XrviNckYWP1hcJYmQKKbfcs4ADL+xBcAokjI1BlNeBw2RDqpIRIDZQaqzjPcMRgkcksPrbrwkODv4DZ3ae8wyitzj5IKePbk0vt02KIMhTwTuH2+gxwuOzQv4rY3Aefg3x+DvP+jfNkdd4wF1DqlcSt0QsBkBoL4L204iGLUVoyQdDD6KEWefqEoDnL3mZaE8Hiz65H4D8I7U47E5GTYpj9+FjfLLpI9586DkC1GeHy3Ydb2Sgvo/A+Sm89Uk2D9w67azPd2zcR+UXZsal+VMilyCJdOfCC8Lx8JBRuf0A1XuPMu1vt6EtMtJU0c8u7QAydRld+SZCq7SIrhWh9vYlxDeUcemTyC9so6q2m5VLsn52Lg6rnYLHd5MT5Yqj15t5M8MRCjqwDVgBMJkdVOYb6eiSIElx47pXE1CpZGesPQe3HKDiJRnKWR6I6qtg5FAuWxbBM298TogjgpY9hTyw7mbcfH67heO/QVtJK6WbSgYT4vm6EpAchH+CPx5Bnhh0Jr58ahMX3zYD/3CfM22a63vZtb4QkWjQ2uV0Crh7KgmNVGMyWmmu78VitpE+MpKRE2N/1sHWqjVT9VkedqMVt+RYelvliBCBCMRSES6eEly8pCjcxOi21xK6LBa3SDeMHWZ2PZeHpVtC6gQ//JJVYLBhbzcgEYkQiQAnOK0OfOdF4hJ5thBwOpwM1PchkUtwDfM6I/CdTifdJQ3UfXGaEU/PPuOD43A4efvJHQz1VpFfXMtt71/9s5FTP4fVYOHkmnw0Lf24+roRNyWBgOTAM1mT17+xm/jhkQwZn/CTthaTla+f34qhqpfZN08hetxgUVhjn4GqvRV0lHUglohx2h0MvXQYgannfsadFzV/IL9V1PyD3Nxcbrn+NkpLSgmSxRLqHsOKuXMo/64UBAhMCsR/wEZ9XwtljgaKPOsw9Ol46Po7uOb5+/5rb8jn+f+NIAi8n9NPt7af68aGEOCuOHPt3bWhnnmpPkyO+2O3JISBTqjZhyhjyVn//krVB1zZY2RjWDgzfEcTIfZAOPomoskP/nBzP/ACoknn/r101bfx/MzHeKHkXWSKwZv++8/t5rr7p2F32Jm9cgXfvf023h5eZ7Vz2hzkPbSDkS9ewHufHWHhBekE+Q+uwe6co3S9eQhxoQL3RCUDIleGpqlx/afkama9gbw9W5j+xn0MlErwHqJmb90ASqUEa5URl8LTJN2TRpeoh53HtzIqeQzeiiEUnm7hhqvGnnM+Je8eZUd7D1MXjKBqn4Eko5bgK2LZuaUTbZEFY59AcKo7ix6NQKGUYOsz0/1dLYJz8H7b1NBIr06guCaQ8UM7+Lbfi7c+GseRE8V898VRrlk0hW2v7uH+jbf8W+fxj6KjtJ381ScIHhJC2sJ0ZD8KtRYEgcKD5eTtKmHJA3Nx8/pBkB3aUUpzXS+XrhyN4kdtdP1GWhv7ULrKCQr1/peRTPpmDbVrTiI4BYLnZFCzz4xPvJLoaR5UFhjIP6JFp7Xh5i0lKckF/+JmwlYmIfGUU/dVDVadlXbPTkQeYtSaJHTNZsLTpQgmC+ZeM4L9H9YeAbnRSuiiWFSJ/3rrpr+plUMvfkBASjztJyoJUA9l7I/qghXlNtDVpqVr12kIdWPpb9iGqtpXSdXeCsZcPw51pM9ZnzmdTta9upOU0XGkjv3XYeNHNhaQt+EU0cG+KFUKXDxcSJiehH9SwKC4dDg5/OZBApICSZyV/JP250XNH8i/K2pg8Af32gMfsGnrRjSiTmrqqsAKMmTIPGUMGAaICAxj0pTJXLpkEVOmTDlfMfc8/1X2Vxuo6NDS3SsQ5OaOwwnJoTImJisxWu3cuK6JDxZF4iL7/a5LwWFDJPnRg6l0IwSlI1L/EM4qCAJP1HzAYwZP9D6RvG8t5+6G9kE/G9cfbrZC2Rbwi0fk99O3xhdm3EPs8Cwufu4SAHo6B9i3uYTLrh3DYx8+gtgYzmN3/NTX7fQbhwmbk0ivXMShnFqWLx4FwBe7txL4XSPm7igqMqzsKW9l9dtLCPA590PI0j/At7NuYcozt9N9TCD02mhKa0y0tRtxdksIqqsgLN2PmKXD+Hb/V0gkEqLU4ziYU8OtKyag+NEWVVddD2tuX8+ijxez7c1iguqr8Fg2jeI1OqJSvBBUCqYu80HpLsFpddC7tQFrl4mApfFI3Qcdlw/tPIB0s576Rn9sUVbqOrq57e0L8AtUcPv9bzFrzBi6DtfiFJxc8dwl2Mw22hu60fboiUoJwTvgP8tkbrc52PX5Yfq7dEhlEiYtGkVgxM/7CfY19nFi1TG8I3wYfsUIWmu7aKpoo6OhB6vZBgwWlkwaGUPmjNSzhGD+4Vramvq4cOkvb+mdi64TTTRvK0cV5EH0onRq9pswa+ykX+HH8V0admzoJDjahawp3vgHKegp0dK7rpqTSjWyDi2uJhOysSEkT/eno7sED2+YPHkiZo2d0+t6ERwCoaPcUccokLtJEBwC9d/U0ruzkWHvTThzzv4Zq8HI9vueY+6rjyBVKLBbrWy8/GnSLpxDwrIfrHzvPL2TK64fy3vLVjH3gVmkTvjp7+Ofyfv8OGKZhOFLfrpmZoOF1c9uZsz0IUjqtGhqOuksq8JhtpGycjLxl476SZvedg371x7HYrIi+odVisFdO58gL8YvzCTv42MkzkomMOVsx+3zouYP5D8RNf+M3W6naOcBcHUhKCEGPz8/ZLLfFrp3nvP8XvQZHXyR30dBdS+Pzo4hPnjwWtx+yoiPm5hRcS58cqwVrVXGXZP+ddjrr8VecRhnTxOSiKFIwlIAcB55HdHY2896KFUaGjiprWBx0Ewo/JqnNPt5NONxRF6hZ/UnWA0YT33KnuFxRInDSBcPvvUVfbOVNa8c48n9f0Px9wiYNe8fYfalGRw8vZ1jOXXceuXVhIcEnNVfd0ELfUVtJKwYybNv7OGem6Ygl0k4WV1O9bfHCK/xpzQujtL+eqZMEXGwsYyHlqzA50fWHoddoKvJOngTV/SzetJKHIsnEtgcSscMC831YNapSFcPYVqaAt2BMqIXpbO+eQMjk8cQ6BnHR6tzGDMiktgoPwpLW2l9N4fF711G9pur6c7pw3t6Ch277SSO9MNL6Ut4kgLBLiBYHThtTnxmR6CM/sHCZjUYOZqTg1iQwNsWsq2+xPtU0pWRzq13p6A3mFh69TN8/cWjbHtyO519WoJTgwmK8sPDx52KE7XIXGRceP2Uf+u8OxxOVj3yHRMXZmLvMeFE4HRhPRa7nQtWTjor7LrjdBtF6wtReqvwSg/kdE41dquDiOQQIpODCYj0w0X187Ww2hr72L7uFNfcM/U3jVEQBJq2ltOV24j/iHDCLkikt8ZKxaY+Ei/0xj1cwaqnm7FIHFx3bziiDj0DJb3oK7XYnQKCjxKr1krIrDDk4V6cPjpA2ckBGtrakSl1uDcX4LCYEEvEuLsr8FQEEhg/DKV3wBn/nIH6AbSFPYx6Lo2gDNefWOx2P/YaWdcvwSP4h+vW2Kdh26VvMueL23ENGRSena0a9m4uYf6iDJ6a+wYPfHcz3j8Tbi0IAtlvHBi0mswc/P04HU60FV20FDSTt/80Xa39ZGXE4h/pi81VQ2tZMWNvX87x7HrKX1qH0t0f0awMIhMCGDEhFu9f2MLsaOhm9xdHiRkaTs+hBmY9PgeF+w+RaudFzR/I7ylqvrvmforWbkVwOlm+bRUxk0f/Lv2e5zy/FUEQePdoH8cqO1g+LIYApZy4SBEuLoM30Q/26Bgz3M6mvkoO1uh4MSOLYf/hm7pgNWIv2Yds+Dxa9rzLe7puovwiWSHqRzz+jrOOXdWykRm+owl1Gbx5f9G6hQnew4lUnb0HbxNsfNT8IJeFPUyhsxQFCob2RrHn6Q8pb3TjoU23AYMP1Y9e3MvUKyLYmL0Oc3coj95x9Vl92Y1WCh7fzcjn55Bf3EJXzwAXTEtBEAQe/PANlub5kS9PpD1SwshhGmQyERkjMnniiw94YPFyfDy8yNmgoa/Dhl+0hIOn8hlokTJ9fDhNrzzJ6HtvRybyJnJRDIeONfL5huO4mDy4+ZrRKMrq0FZ3853bdh684SncVe4UlrbS2NxHyIAdtSCm31TD0T0WhqUlU14tIV1h4nTNZmY9eTmBaQmD1ZtlYkTiHx6EHacryVu1Djd/H2qrqnGYzAxLn03eNh9ixxrZ3iTw+prpALz9/FYazI08evcy6rZX0lXRydibJuDmN+g0W5RdQUdDDzOvGvebz/3Gd/aitAiITQ4SZyVjN9vpqe2ms7qT08WNmE1W1D7uKBQyJO5yJN5KJFIxCZlRZExJPmd233NhNFj44Lk93PrYbKSynyYv/Dn6TndQ82UB4XOTCBwfjUVnp+irHtz8ZSQuUNNUbuLLt1vIHCYnQdtPV1EfUk85LqFuuMV5ogpxxTPeE4XPT5P3bfxoPaUf7WXI5bcz+epYFG5imupMFOV003JoH/aOGmY/fgNJowadeqtfLaKlyo5LUjAKDwlRkzzwilRQu/8Y+q5ehl7+04rtJet20PpdIzPXXn9GCH31bjbT5g/BojHwya1ruOntKwlIPtt3zGa2sfeZnaTMSyN8ZCSmLj0Fb2VzqqQep6uMgBg/si4aTkR6GGbtANkvf0jQ0GRiZ03lo5f2MmVeGmmZ4WxZ8Tz+YSn4LxnJiexaNL0GpH+37v6zMJNIxIydkUhsUiCHN+Sjadch6zIx6/ELzhxzXtT8gfyeouZJ/+EYuvsAmHjvdcx58cHfpd/znOe3srdKz/cnO/AdCCTSQ0aQv0BNo5gxw2F4mpwevY07T+bw2fhxbCjp4IvucjZOnvwfbY/ayw4iDkujzWZm8663uDbrMk5rm2gs3caCpWcn9n665iMeib32zN9bzV3s6jnGitAFZx233r6DMRWt+IXNpskFDotzUD9ZQ1dnAGnzMhg5bygAOfurEMR2vi95lyun3k5tYxsXzT47GVrhc/uIuyoTVbAHT7+2m4fvmIFYLGLj0QP4ntRiPCQmd0gYVy6LpbHhJAATJ05kwGjkpdVfoShNZeh0Fd3ltViKZMTHRDJ8RSytrQ5aclvp/u5FwqfMJWbKSIImh3CqsIf9R+soKa3j4hmjmD7enxPP7OCIPI8Hn3sekUhEf1kndeuKCFoQyrbXdhLhMZpiZIywShlIDWLOjb7seOAFsm5Yik/M2ZEup77aiLa1gwl3X4tYIuHQoUMIDifePUaO/u0QOr+RIPSx9LOL8VFL6GruZeeuSlqEFhbNm0JsUDDHPzqKw+pg+JUjUUeoWf/GLsZcOIygqF+XhA5ArzHw8R1rmTJvOEMuHnrOY/6RFM+gM+Hp605AhM9vvtacTidvP7mTK2+Z8LPRSz/5XqeTio9yEZwCiddlIRKLqN6hoa/WTPoVfogVYnZ/3kNhaT/zM8XYc9tRJnoTuzIR2TmKVP4z+q4evrjxQZIWziPBM4byHAOCQkHGxUF4RXshUcnpa9fyza2vQmQWfkPSyZrgRf9rJ1Fl+hM6P5ra/Vrq8vtpPHwCZXwmUk8JqRd4M3SiN+IfCdgNVz1FwrjJJF83KDpNRiufvnaAmx6eyeEN+dTsqyIy0p9hl2fiFuBO/ZE6SjcXM/HOwRDstkO1bH5jDx7Dgph97SS8/D3Qd/XQW9NIU24hxp5+xt2xHJtEyapX9nPl4lEIpRrECgluY/3YfusrJE+bTdJ1P+/sDmAx2dizqZiO5n6uum0SB7/NxdCsIWlY1Bn/mr+aqPnL1376d8m6cSmHXvgAsVRC+uLfJ7HYec7zW+kcsLOxuBdptw/DEkRcOE2OWCzC4YBV39pRyM0clFfjInLl/aoGxoerUTd58NrpGu4eEv/LX/AzCIZ+xO4+vL3+cR5d+AgU72aozMwG3zCO73qe52c+8LNtQ1z8aTN3n/m7U3AygAEbNrxDpvB085skhUyjuqwSP3UvmhMyls1KO3N80YkGGj13cs+Sh/ny2wPcsvzswn/t2XV4xPniGuLJnkMVTJsQj1gswmKzUlBVxvzDbhzyTWTUGD8iI9xpbPihrUgDo0uyCPIboP5rPeGRCaTfFYxdZ+XU8zUofWVEXBiKzHgr1sZd7H/xGD7fRzDs5tlMHh2Ju8qNbbmHaW0cyYrnFzLwto2vVrxGckwaCm8VSbeNYvO9L6OMu5zaqg5i9FIqk8VctUKNWCJh1rP3suOBFxh25UUED03Gojew/5l3iJmcRcbSBWfNUyQRk77oAhT9kWz6sAF/eSef3vwmU+ZEIlXIMR8uICnQjZO5Rey15nPtTRfS3aChYG0BcoWEC66dxDcvb2fZYwt/9Xnf9uFBwv29f1bQwA9J8f5dBEHg8zcOMuuSob9a0BjbdZS8lk3s0mH4pAeja7VS/FU30dM8cYly4cC3/XT2mBlw2rhiOHRmtxJ/exrqdJ9f7vzvY9r7yOskuiYjqdbgNs+VqIk29m4/xql7DcjNNoanRhAa4sXcSROoN9aiFDkpKxqBztcH6dY2TuRoEQ0Pwti4lrnvrkRwF7Hxuxz2fuHO0Q8CmHJ7OCmjBy2o0166gd3LPiBsRjLukWqUKjnxKUEU5zUyfmEmLVUdBI6OoHx7KYZeA6HDwpj38kLEYjGn3j3C7p0nWfC3ediaqzj+2vtIFHLc/H3wiY1g2BULcPP3pb25n2/e3c8lYZFQqcNnTgQOo53udbUkzh5Hx+kyFN8pib7k5/MuWTsHyPLzxeDlzTtP7eCWv83mm5e3U7itmLAREbj+L42++1f8vxU1M564ixlP3PVnD+M8/48xWOw8uLUZlU7FkAAX5k51OfO2J5GAKqWSlw9Ba3wZ3424mHW5esqUA4wP8GdHbz0aUwxeyl9v1v8Hgt0CEjmt/W0EePjh6uKGTSIju+0ECXET+LJwAzvK9zE7aSq9Vg0+ci8ATneX8HX5auQSBUdtdfSFXMxrxd/QYexhTFYiC11mssqxm+VaTySuKkzf9lIy3gOLoo+dZXu4YMhMjAYLJyqOcPdjy/F290VwCihdfsjtYTdaqdp0kuiHsrDbneSeauKROwYLXX6+ewtLkyZQ/nE+LmNUzJj2d58eoxPZKQvNRcVUnLaRsTyC6mw1k57xwTvyhy2IgEkBVH7VSvtHtfhcEoHJOIo5S4PobBsg57EtSEMsyDUmkvyTqLAe4I3nnCxZvoB1IW8hHuZDcmwGm+54hu6ghbieasIpDNDsq8EtXMkjn3zIzZfcRVRQNHNeeoj8Vd9Ssn4HYqmUsbcuwyM4AH1pK71bihDJJZAgBrdBX5TweZH4btLi7jkWS28P425fBMDI6y5n9et7aPtkHeKMkSy75nnGDEsj0C0AS9cAuid3oI7ypK22k+CYs/2RzoXFZKXyQCV3fTHokN3RoqGtqY/E9BBUP6p6/Z/gdDpZ/XY2w8fFEP+jEOHGWiO5h/uxWZ0Eh7mQPsITta8cm8FKzZcFWPqNDH98BlKVnIZsHa0n9dhDXcg/asCpEugxmYlKVxFR1k3XsQEyXso65/bSP2MzOGhY10n5zu9xaVHgXJiBkClif08TDc0dXPPsMtxcVej6rLz48gakPQKjxFG453fSE9uDq/9Opj18Be3v2SHak/xP1xE/O4Oy1hZOna7mhuUXYrKY+OCTzRz9wElFnpqLbg3FPcCPiEWJ5Dz0PVNXLUPiImPq/DTefHw7qcPDWHTPHD5/fANTFmcRmTKYqsHpcLL++jW0Wozc9NnVHH35A6ImjmT28/f/ZF5FuQ0UrytjgX8IgQujUQQNig+pp4KQm9MQfySh3piLvj2Kxi1lRMz7IarJaXfQtLWczkP1CB1WZGEqLBoT0338+fypPSx7dA7v3/01e57bxfyXfr1g/t/C/9vtp/Oc58/kaF0/q3L7CJZ44mvy4IoLxVh0UhorQSyBPMdpRMEGOurCaVHUY6ULkasKT7cBElxTya3rJEEVyQNjwpD/i6Rh58LRWgHAKyW7WDH2CnzdfXB01vLl3qdZtmQVHcYebtr+EM+Mu5tO+QCC08mpqj3UKnSEBSayLGAe+zpy+KrwU66KX8H4yEye7XyfG/2upNRci9+xbZgMnnTvPc02rRtCvIwpszJxmES07tcxKiuViy+8gM27jxAREkB6yg8hqZ/c/Bq9ox24BLlRcFzDvRcvIzUxiC5NH5/u3MT4HW7s0rvz0JrpKBQStEfaKdt2CluWC4bONIZNcaNyXR8jbghA6X3ud7aGfX00ft2EaIQv3u0VhIwNwj0rntovq3DaHNRaKzm5/TDaEW6MSL4Gm0lKafdmlMfKUUVNQ+e04t7TS6rnaBwZIcy6XEn3jmK+zvuGa556Ai/PsyOwBEGgc+0JHDozwdeOxzFg4dhtHyFcmsTEuYM+NCceLWB/jh13bRHz1y9hwNlIcc0pQvzCGJU0ml0Pvsio65dwpLaFPo2OrMR0Tu2uwMdkpUtk/VXWmnUvbkdudDD/8Xl889ExRCKITQ4kL7uW6AR/pi889xv9r0EQBMoLW9m9oYjZlwwlYcjfH9ROgW8/bcVLLWPSLF8ULmJaGs0UHOhEs6sED4WT9BtGEjUqELPewY4nWujW2NB7i/EMkuCikpCQ6kZcgIjKJ/JxT1WTfH/GWb5K5xyPQ6B5ew/GVgveo+wcuu05Lt79Fvu/zGXboTxmXTOGEelpfL+9iAG9BbFEhOAUKK0sJzrShxsvmkfNo5tp9vegNT8bV78I7OXlKIaPwmn2paejEzeFH4JNhB0RijF+tKhOMkQzjgEXOcseiUIsgU3XPkGARwaZT81G5iqn9GQzLQ29zLxoKE6nk83v70fXq8dVIadi62kyL8tk+o2T2H7fc2RdvwTfuCgEuxNrtwmnwY6mW0/uhlK8BiB1bjw+cyLOmXJAcArUvXKc0trdDJl9MT0FLXjG+WHu1mPVmgkcFYmzwkTILWmI5RLMvQZOPbUXhdiTxkQFY2bF8f3LO0kIDWDq/TP+UttP50XNec7zX8TucPJOdiMSiYKefjneOi9Gp1kI8XSlvcWJ4GFF4Wbj1ap9hCuGIArqIbFuOOvFa8jyTqDf4Y1U3YKsL5AWoYeA9nAuUbUikimRRieSEOPyi3mVbHmbEfXDroojzLn+KUQKBX2NuZQeX0PGwmfI7znGvpZjeIilrGnKZkaTDEL8ibV64iby4YuwZh5KvZ6niz4iwUNEcHoUne06XKVB3KW+gtM7HqPvgJOC+GZ022KQPeaHw9CCqdyC5UQon372NwCefuNzHr7tqjPj3bl7O13767nq+Zsxm208+Mq3hGT2cc/MW3n88/e5beEV7Mn6hNG7VhIe5ob2WDvWThNl6mZaixWkpSajyR0g8/qfFzT/oG6vhs7tzeilEmJiNLjIHAQtH4el20zF+2W4jPRhzcffounIZ8qY4Wja9MiykjncbGNSsxcBynD0Kf70cgjFiTqaR3syyjeS1vWHmHPP9XiNGUypb9ebaX5tD+qpSXiO+SHN/qEdexF9V8mET24GoH5tDWs/6SeRErZIzUy/y40RSVnUt9Wy+8R2brnoTopf+opxd66gsLmT+uZ23A1q/ASBipO1XPTAnLMS3f0zDruDx6a9zGM772Lf1tN4+7oRF+GCsU+DTOlCTb2B4qJOVtw15aw8MjAoWJx2O5IfRYf29+jJP1xLY23PmX+LSQpg/IykM07BgiCw+v0Wxk1TExU3aEmwme0ceTKHvup+FCNT0aGgs8uMvteGa7sDn3FupE/3JCJGhZe3jI5D7XTsacHePEDSw8Nw+4W8MU6bk45DGjSlekJm+eARr2Lt1OuZ8+pDyBODuPXBF0jziMOzPwxzpohL5w3F50clHBwOJ8+99S21DX0snjKamNx6oh6/EF17J0Kzk6qcRl4oPciiC2dz8dyhyGUSrBoLO+/LoajNSUt0CQt9L6TR7mT5w1Ho29vIef0rfBUpBE+OJXhKLB+8tI/ld05GqZJj0Zio/uokmlYNIx+citzdhT1PvEHqwhl4ugTRu72Rzt4Bmvp0OKSgcFeQOSeBoJHBiKT/2s9JsDvJvvYjvKaGkHb5HAzNGlx8XHH0WeneUEfoLWln9WFo0VD2zjE0bQKxD2XSWdtOR2kHC++bfV7U/FGcFzXn+StjsTt5emcNF6UH8XmukVSRmjAfK6OHqji0187pPi0e/hZ219bhLfHjtikRbLWVMd81g3WdeXSZ2ojUjaU5tJpAvKgy1rNU7MNxYwBXxoDSKaVL8GFY6s/vgwsWC9ZvX6Zx3DxO1hVwiUaJZP4lfLX7IXxNZoqC1MQHx1PRXMvwoCFs7D/K/bbx7Iy3cb3vRTiy99OuVrGi9yM8IyVc7XcBG5u34yKNJNhPhl+vK9Na3HjztZcRwifj2iLB+XYUngYbJQdysZ+IZtVbj6AfsLBxZzbXXTGYjExr1PLh1S9y5+ePIVXK+eybXCaPjeNY635a2vuIVsfQ+omIWH0Hc9YvwdpppGdjPcHXp7BnezY12SrSA4IZssQXt4CfDzH+MRVb+rA16+jOaSMy0YGtvZWov12AzM+NutU1g8nkPJ2s2XaMUclpuKtcyZKIoUhDMVDtaGWhzMDwV6/AKQh8smMjtU0nmS+kEaxxQyQdfLgHrRyH3Nf9rO8+dOgQFHaSmpiMz8xUqioq+f6mQqQhnngXNrC86PozW5EWq4W/fXQfNy+4g1PPf8aUR27hQFElUrGExhM6wsxWuuxmVjx76c/O9bvntqGUSJl88yQ+uvUdYryN+CfH4eanxmo0o2vrpLe5m5L8JtJHRaJyUyAIwhnBKZZKcNjsdLVpaarpRukqJ3lSBuOWz8P1HLmBBEFgzUctDMt0wViSTU91Pd2NNox5JuKuymLc3TORKSQ4HQLVOzT015sZfk0AMqUYQRBo3lZP055y3JUq/JODCLgsDrHip1utgiCgKTPQV6jHOmDndKeONoUdhY8MkQjM36/FTeGFZvJEDuUUIkKMh5uK9KBYHEYBr8TB2l+O/j7sdbVkBFkZOdyXrw1ybFYJxioD4a1a7AsyOF3RiD6/hhuHTcQc6kF5mxGZw0mKtwJ1hDsNp7pZX9ROi6Keq+LmU22xsez+CDpPnaRq92FSp15Id04Tep2ZuspOhmRGIFHJiLp4CG5hXgAcfu0TgoYm49aqprtPz/6edrKmJJA5PuacGZYFh5PuU/1Ub+zCZnQQOcWbiDnBZyxZDr2NTZc8gd+c8ZA4nP68LhR1fXSGW3DVnMLdfTCj8JDLLiA4PZn27Dr68tsoz+9hwRfzWPfKDpY8MO+8qPmj+C2ixl5xBKQypLE/TUT0/w1BELDZ7cik0vPZkf9EXtxTy+LhQby4R8d4tRq1i4iYaAdf79fQ1mskPs6EyOpgj7iEK7RTqZDoSQ72Jjrexr4cCZPGmSjp6aKx25VAzwEwGmm1iHh4/Dje2N/IUImBlOR4rDaB2Mhz+xvYd2/HqdLxtrGHq0Zfjo/FgbPwJLObHuHlrMfxF4uQhKTQ1VlBu7aVLfpCIhOzuEY5GTcXNcgUmLas5emM05zqryNF7o3UIcejX49ZmkG8tJbKtdVkBStoq59Oh6ES8ZMpVHTk4iixcVPCHezt2U6oPpULpo0hyH/QuvD4a49zoftkhl0zEYPRygdfHOWuGyZT197Cde8+zLKke5C/msP8jZfiEupN8xtFhFyfithFwrsPFOArsTNpSRr+Kb+t6Gbx1z1I3SRUn9YzZoiFjlXZuA2NQxGgxuntQl+1lugb4vlo/0YcpRZCChT0KPwQRwdzgU8rwcvHIvf7QbB8sPU7jpz8nlUPfY5MerbFQ9Ni4uimNjobjLQ7++gNsbG0tYPdCZV4+/kxrCiLvXkyIk2FqCansODRkWfamiwmHv3wXu6/7BGOPvEOE++/gc92HkGhd2P2rOF8fttq7vzmejx9zhZPAA6Hg0cnvcjTh+7nrYsfZPgFoxh3zUXnXA+zycpnbxwkIsaPqRemIVdIMeotHNxeSn1lF6mZYYybkYRYLKKzrJrKHQcx9Wlx9fchZlIWfgnR2K1Wvnx8D27GKvyCVaReNIvTOe5Y9uUw+Y1pNBzPpfZgLj5RkxGsUcTN9iYgVYXdaqVi635Ovr0HpZsST1c1skQlVrsRBAGVr5qo8SMIHpqMWCKhO1dL9wkd3mmunNIPUN0wwJjRAWSk+yCVimk+coqcRz+hYMpwKuvauHTeDNykOuQyMdOnT6Q7W4NDb8JvYBciV1ckF1zEiZN9HN1STLqHlvogOUqlnEy9ivr2Lo6J+7hs7kL27usgyE1KRpI3NomI4yV9SIx2Jg5Y6em28IWpHrtR4KKoCdQ4bSx/MBJDWzNHXl/FiJWXEZKRwlfvHWbirGRCowavf0EQOPbWZ6ijInBv8KVKaqJb6mDRNaMRiUSYOo1oyjRYes1YNRYMnTZ6WwXMAyJcg12IX+CHwktOxboOuos1MMkLg2xQ3EtFAsKuddh723ALcUcR6oJvSgrdiiF0d4u4+MoAij9fg4unB8OXXUzxywfBRUVTo5aZz0xGrpCdFzV/FL9W1Dg6qhEGesBqQhyShNjr3/fk/6vTPzBAS1cnSoUCo9lMVHAI7qr/rNryeX47+yp7sNicHKwUMdTHDYngxOraS9FpEBvtZCrEhKW58q7pOF4lvqQkqtldaODm2UFUNpqIDfegt1vGXmE3I1zSEEu6cDhdyBMPsFSdzohQJbvyGjHLfIhXuZKerMJFcfabnbO1GWd1MQR781jpPp5Z+CgA5dveZ3XTVp6+YQtth9/BRRWAp82FkzkbqIhywcVLxXTVUFz1ZsyB4dQ2bkdd3Ey1worIy4sJcRfTEKLg5dJ3mG0Oo+qYlpAUAfnpC9B4VJOX0cOQsWPI3ZvPA9NWcqq2lMM7avjgiYcB+P7kZqwftbDoresRSyWs+vo4MyclUtNVy4HCPOYlX8Qzf9vLg+4WRny7nIH8Lux6G96TQqgtNHL4i1J8ImzMu33Mv3VuavdqaDyhx+ojZ+a1vjQ8tZWApaOxNFroz+ukp0oHEjEyCYjTIugwK4hJsqDqaCZ4xfiz+hIEgbvefhovvQsXxC7F0GKmr8+CdsCG01PM0BkBpA335p1XVqM7biBPUczKoAwWvHUDLTua+PKNdhY/EsnBGzdxxeFlyLx+cODt0/Xx3BeP8fiyZzn83PuEjExndUk1YeIoxg8N4+C6E9z+2cqfzO+7xzehUquwN+XRaA3g1jd/esw/U3W6jWN7K3E4nChcZIybkUhk3M8nfRzo7KbhSD49VfWcLjSQMiOTCVeMwW6Xsv2DbrwqTzDm2am4+LjSXW6kcms/YkUT2vYjSGQSBKcTBDGSjgAi4xPxHuKLetbZVbn13b00HMmn7VQp/acHkLkpCJ6eypE2X1IyAtAa+yirbqJfq2GgsYGYPcepmj2eSxfPYN6UDGwHdlF/7CiIRERERoBTwNBgpMd9Ct7johBsAtoqA067QH3BNnJssUjlYiyBPaRU9KOLjSNkTDSzZ4Yh/aetn/qGAdZ9V8dEjRmZHV7uzyFWkkqmayytMjvXPB6NWOzk5Jcb6C6vwT81gQO5Om567lK09Y2c/OJ74idPRF7qyhFbH5EjQwlwBtC0rwdjmwG5hwwXfyVSlRSJQoIqQE74WA+8wn+4PvQ6O9+vbkNlBw70Mu7+MAKzfj5LtLHXRu0RHceO9DP9miAGCg8AkLpgFvmP7EQrUhIYrSb9xmHnRc0fxa8VNba8DUiHXwgOO/aincgyf9+y738mPzYJA2gFHd86tiFBzBLJAlxEP1zkbRoNVe3tRASFEOk5+AZXWl9HTEgoSsXvE+1wnl9Gb7Hz1MZyJHp3pC4yZGIJloBWSvMVSP11+FptDOn1orTajMEmImGEOyZsaKPMqI4FoJtQSoQuAp3RnV7XUgR3DQ0WC0v8YmgfMJHcomDAIx2D4MBmcCKNUTDUS8KI9B+2oQSnE8em7yAlDIc6hOePreGxCx/AKTi55aspLNeNJSMyFn1XMS1qBU2hKmr0bYhlRia2uaB1lWKQ2ggzK/EdfzNl+W9RlhTH2pO5ZCfcD2W5XO5xhLvzAjjqosTuKcEvz4WoeaEc1OegGptFXUMDEWIJ832W8sCnz/P49TfS0NtEbUU1M7ozSb11HAajlbdXHcKpbiYuNJzREWN5+tkiLlXpKNXtZvZzN+Hy9QAhtw3BbnGw6eVOnNoWAuaamThx4r84C/8aQ7eNg6+1YzU6GbVUjXHDXiLunYnM2xWH3obDYKOjxk5rkRGDSkpUzWGiHrsQ8Y+SyuUV9VD8WRtSYH/LOibMmk10egwx4e6E+LhQWWfjcJ6O/QV5dPU2kBUfzyJZLAeP78Y63sZt16xky015mN0DEDrz8ZGqueCrmWdVj27saODDjW/xxLUvUL0zm8JNe9nXoOG5z57lvZWrGHVLEoV9eTicDgDCPSIperGJ8Vli+tWJzFw+ncBQr7PmrjPoOFF2jJLaIkwWIxKxhACfIIbFjyAlKg2J5NdF2NmsTlZ/0MzoSWoS09xpLDVRsFNHhLWcqAsScI8LoOjLblS+UhLnqxH/aF7mHjNlrxbj5SomaHEcyphzJ5d0WJxUfdRKwEQvchq7OLD+AL3Fe3DBjjrEl/CUOFQGA9KSdma//gBe6ZE4tRqMr7+CVRZN04ANh4eCYXcvpd+s5b3v30CwQbSQxOxx8/CMUyGWiRFMRixrP6dr0hUc/7SJiOFeBNWXIQ/wwHduOk6zDUNJC4bydhAEvCYnoogP4tMvqvDa18Ko+RHcvPUrFqZdjHubG3qJg+Uvx5wpRNlRUkHZ3hMc25zHjGVTSBw2mo7NTewydDF+bAb6UpBqewmb4E3o7PBfXPv8gxo2relg2BBvIhOURCUrOHRvJUOv9CNi9g8v9Sa9g7zNGloOahF69cidRlQeUtq7JAy9LRx74058YiPwDYql7WAt+aW9XP3e/POi5o/i14gawW7DXrQD2fDBTI+2vA1IMxf85bddqi2dbB0oxEUsJUjqxQKP4QB8Yl/L5ZL5mDCzy3GI+UylXFvGyTYJXiYB38AQtDYbWpOZGREh+KuUlDfUkxod85dfk78CTXU9PPBxPu5SH6ze3oTY3akw1mO3epIWK+AbaKb2tIGolhhqvJvwD9PgU5JGYWQdN05K5vmv6klKMLBoyETUQbDzuIlvTV8y3EtKSJMfXkIo+VIvZprqEaJjcRN3kdM/hOBwE7MzXFF7DTrMOo5lI4qMxtFWQD4eiHuNZE6azreVq1FmbyBLmYbNJ5iOEDEiqYEhTZHMj9jJ7c0q0rKuxenmTogygv6SLVRLKjgmFnFLdQz3exYy1hpN6EAPTmM7tRvKKbtsOCNLhpJvPoIyTsawKFcO+fuTZI2gwGUfMTlZXLVoJtvLdxLg4U/QXikxl2eg9HPj2Xe20WGt5sGrrkDu9ODF58qYMdkL9YYCYh4ew3cntiOU6Yiyn8JNG41eN4LA8OP0j8ti7JwLfuFs/DIlB3XU7NMR4Cmgy60lZGEyUpUUTYMFZaCM2hY7YyNaUYZ545kVDQy+aKz6uhafk1ZmPRyHi7eMtu4OLn7gHm658BWMRhcQBGSqLvaf/oAALztTE2aj0XrSo0lgWHcPTSXZFEwc4NKuMew+JuP2D2P58NJ1jJ2ayKinx5ypat1QY2T/vhpySg9x87VzGJoWzaqn3yb3q224x7gidMbw6P0jUBn6cAoCr79TQb+oDeUlYTSUqLhwZQrurh70anuob6vF4XTg4epJVspY0mKG4qp0xeFw0NbbSkHFCYprTiERS1g0dSlxYeeuWTTQb2Pflh5qKgyMm+CDi1xCS4UZn2A5wbI2nBYHisho6vZpGXqlL26BZ/s8DdTrqPmsCrWbmMAl8ShCzp3bpquhn+wPSmgPGeDYSQMqdwMSuZ3nHlyMj9odfXcvHdklWI+1EL5iMm4pIQh2O4bH/4Y9cjyeK2aSffgw0m49kXUGvu85whWPPoG3uzdHi7M5UZbDnYt/CJ+2fPMFsulzEHn70LSxG4lCjHeklf5DlYhdZLgmB3PcVEJBxQmCy0RkBmaQ8uBFHMpup+bRPGa+NJyVr73Pw5ffTOU+I+4OgWm3huCXqDzzHT01veQ+m4NNLsIQ40m4KBL/eCWGgnr8Qqw4uvsQyaUIdicSpQzvqUm4poYMXg82B+0HGzn+RgFWi43McZ54DgnCmpJEZa4RQ58Nw94OVGESTKlKuhtsyPvAVwGh7gai5ofhl+VPySE9DTtb6CseIC21ke7qzSQPj8OoC4LM4SRdNvy8qPmj+DlRIzgddLXn43BY8LRKcFF6IwkZjMu31+Yh9gpE7BP23x7u70abrZ912uPMlIcSrAyl2NqN3dBLsNqPdlEPEyWDWSPXW7Yi1coodXTjJTITJfYm3+xJu0NHnDQYT62aWRHByOw27E4HQT4/b5r8M6gtbqKmqAn/UDVDxicgkf72HCw2mwGpVPW/QrCdOFTNex/V0SCS4RPgh6VHiVmmw1NlITBGgkorJdhLRn+3DJGvgZqgChZ0jaZeVYkuP4Ea6lh8Sxjbv3TwxIooqqpluIQ18VV+N/oeWGQQqAx252BKC4+FDqFtczmeI7wRdwSwpVPNrGE2xme6I/T24DyVh3jKDLQfv0WPXoY61Bt7t5yBzg10xAQTHxtGn8zAiYA+Ljnhy4EL0mnL2YVI8OCC2Jl0eklI9xqFw9BD44GXMY25lmT3MLo2fMtNst0MTR7LZZ/m8l5vE3feuIzKnX6cbN6F4yY3sjok7OsJ54KZI1ij/wLFdyG8ctcdwGBujlNP7WH44zMpqanj0Vc38P3bd6LXOXj31Vq8wgQm2ZxI22qIfXo+LW+ewtu+C82MJax/t5WeyHwmpkYQfvQQUYuvRJo29CfnQRAEunodtPSaaOjW0aOz4q6UkhnvTVzwDzV9vs7fSUlbNeZOOSM1c4gPsaGqriZw+SSa6yzUFZmYdpkr3Z8cJPLhuWf6fv/rGhIqYdIjMXRrnWzeY0AkArGsmS/3P8nojNE4BYHm9kJmj5rM0hlXk52dDUBg6GiObOrDq7mQiCw1O4pOQEkKU6eG4JLzDW19ClRSEfpIV3qSZxOf7EHaMA/0BiNvvbcHvXGAqJGd5G42ckeqikMbahAsdnwD3dFrzPTJvbh/WTiFjU6ir7sCndCB0WxAJffm2B4jVXVNuCndmD41lVHjfM/5uzFZTKzZ/TnNXY3cufgBPF096eow88277XS1WnBRiUnP9CQ20Q2ZXISLq5jAaAWa0nYat9Vg9YyjTtuNJlDLxLGxpPwosV9vQTdt+1rx8ZHjNT4YVbzXmc+cTicHjp7kRGE51l47+gYx4tAQgoPUqEWeGDvkeCNDVFKM1GoGwOLpi5CZxtAsFQHhYiRbPsHc547bFQtQhcnJPpyNIAjsKN3AvclXIypuQeLpiuAUKK8pRqlQEhkUjdu8EUiUYNu5GcXiZQB052rpPTlA7LIgpCoJr619gcSIZGZlzcVgNrDq1edJ1QUz5YWbaCrpZcstR4i6OpT3Dmznzfvv4svXW5ia5Qm9diQDRpSYcfWXI03yp7PCitxdTMIcDyrfPo2nrAv1pDi8xv2Q7sBhsFDz/WFqj56kX6vF2uNNl9Qfn+kprLxzGCKRCG1uHb3bSzAvGs6eY7VYtAIexVKkrSIcUhFihQmnv4OBDCkiMbi7uTBmRBT+Bgs1j66jzm0CwVNCMVSuYvzSOTS9sZv01Q+dFzV/FD8narrbT+LmGY6L0gfNofdRjbgUhevgA1sw67FXHUM2ZAY2p51XT6/GV+rFyuQF/+XRn43NaUcm/uXch4Ig8FLPNiZJvUj1yKDJWItveydV3RW4OPpIG3M/MqkLdsHOOz1f0eM0k+UMBJEb22R5RDg8udfvel7tOoBZ40243Y1FCdHUNDWQEvXft9YIdhtIJIhEP+xJN1S08rfr3scgtqPwU2LSmBgaFMFF108hbeyvy5qrtehp6T6Nl8OMUuWH2i/lPx5rn7UbhdgFV+lPnS9/ia1rC/hmgwZZqifdA77IHS5MnWrntKQRQaEivEWJRCLCs1qOwq6g8KISElXeXBycxspvd5BU64WL0Q//6/vQHokj0moleqgZW08g7dpKJNpWyt378Igx4SON5Tu7nGUtnvRhYVyEnOzqDPqVRq6bCK6HtyOZfzH6raux90p4Wd3I037J5B7/gtCA5dT6FzBu0iNssW8itEdLhNWT9t5aNggd2IhlpSQYe3ISQS6hiFoOUXAqh3Hzn8ZpMmOorUPcVsvWumPoNheQMSEYke9kjIpQthVuY+ENodi6tBwtSEO5xEFAuRubtHt5fu49RIrDaNpejs1NoDSum1XP5fDG/dfi5+XFJ282oBPpuPvGZKrfLsLbW4//paPpenotQY9cwIaP7QSrRERcJXDHqvu5adhyxg70gVyOfNaglbay1srmAzoaOg0IYju+HnJUUgVhgQrGj5aRX62hrElHSoQH/v49VHTVsXLMArQmPU9s/5BbYq6n7tsyRO1dhN00gagEKU3Pbyf83lnI/h4G/N7mWuLzHEx6JJaSWit5RRauvMj9jD9Tj6abtXtXY3fYuHjyYsL8B7cSDh06BAyWdvh6o47Asn7aCvex4O2LWHPjFga63Jn2XhTmr1oJyIylq6QSoecgebETUQUGcMUlmcikEipL9VRuK2SkZR/3l5t46qU7OfLlCWxmOxazlSUPzkMik7L3sY+YMcwVyaVX8MGn+9h/oIIZMxIYOzqerm4NG7fmIxh8uXbZVIZknnvrp1fbwyMvvE+C2wL0TXJmzPJB3G3HaRcQiQbrQEpdxHiEyDF16and1EDglGh29ZWQnObFiZMVdPX1YbPbeeuZGzDnajC06PH2UyD3V+E5+odaSOXVDXz45R4iApIxVstBDAnjfYlQBJFzqAOVnx3P/ELihvuSvHIEMvXg+RAEgbpaO9kHLNhaBoipbUOZGIHUQ4aXwkx7cDX76rdxwdR5jEoZ9MFymq2IJGKQSnj4g7t5aPHfsK4+htucYTj3r0ex7DpEfw9nt/TZqF/XSUnzKdQj3Zgyd9JZOXO+f/I1BBcJF993G3Xratmzqxm7XYfCrGXCsCEc39fHpEWBuGUEYLDKMPXbcfOXEZCmwq63UvZaCf7RdpThXjgTYqgvNmEccFDfVkd58yl8vHwIUSbj6uJFj9VMZIqYRtt26lsbmDV8MX19VipzWklv6if20YvYtacNiVTMsHQfokJdQSamsUlP/skenA6BKZMDaaysRrXxS+onXIn8OwvG8ACCImSY6lcx9c5leMTFnRc1fxTDRmUKE19ZjK/Sm4eHDzq72fvq6emrJDB2FgDWE9/TE+BLcMSEM+1s+ZsQhs3hmqInENlFuEqUXB44m/HBGX/KPHZ0H+Vw/0kC5Gpuj1z6L499vHkzGmMV4WIXrgxfhq/cldLDz/JJuhVjj5V5fQL5iT5gdiXSnI7D6xT+rSOxugdR7XKSYFUHQxUJJDCet3r24eyOJEWhYLS/GoPZRJj/L2ci/b1wDvRiL9qJyMXtjJ/T7q+O8vZr61l+z8UsXDwWfbeexqImnn97LRFuwUy+IJ2pl//rYqNOwckt2S8wQaEkM/FiVLp6gsLG/0eCrc/aTae5DaNDzxDPkcjEP0SyOJ1OPtj4Fr26HlbMvYFg35Azn5mMVr569zAnyxUMGe3PN9ubiPO0MXZMONqJFrRaFbFOD2K9lAQ4XDjyhZGxNzt5p+k4kf7BHGyqZ2RzBNaCLpSi4djmnGKoRyI5RUYuGutHkzQfmc1GVJWEJ5XlVHVb2TxzJh8OWJBopIzM19KaqGSKiy/vHffnOvfdRFwxH4e+j/6v9+EyL5WjO1aRkDCC+9q/576Qkejroxm2ZCbfS9YzszOFKtFW3CURfGwoInYgmktlabh5x1IiP06QvpODDQN4haVQZzbTrZARJPbCZ28BwacqCB4SQn15DFqPHupCDTya6kuhxMiXOgfBGZGINkjoTSgmY/w4wkXBSB/vYtOVNbSU9KIbkLBm8UOseqsRk1zPksUxaDc2oHL24jM9gf71ZaiTjFS5jaN5Rz8zHg9FphTx6ZqPKDc18tK1z2I9kUPNoZO8bpiNQuVkVLSUsVFehMa7IXMffIloaLGxYaeeqy72wNtTRE5FG39bd4Cbpk5hwZhgJGIRh2tO0jnQxyUZ09AXt9CztQixQkrgsjHIfd0RBIEPdzQQe9pB+AUS+uzeVNeJWbrA/Vdddz8WNRarwBsvdTIm0oDxwDEcrVWsIxMP/y7anTlclDiVKSPGYW/U4uU8RJ+rmq/rJVy/MA1Z7kG6rJ7kuUygtfk0XYoWrr5sDhHBgcjkg/Nd90kOY6bFc+rgXvbtOErQ0EXce//Yn4xz/5ECvt90ktTAKWSN92VIpgdisYiuDgu52f10d1gICZOxY/0RLpsyBpVcQfJFamSqHyyqNpOTxl1NdByuZeSTE3j90yM0NVgwWmxMHDMUo95AS1svur1FTJgcxYzZGdh6zPjOiwSgvUPPs6/sxWSC6WNTUFc7GXJBCJ09SsqK+ijRNhJiF0gfaGLE07OQq8+dvsDUYaH2ge00TBpGo8iD0boyBjoCkHR3ssnnS1567v1ztmvraWX1zlXce/nD9L22GY+Z0dDdhmzKrDPH1LZUs3XvZhZFLEdXYwIB3CJcCJ6mRiQRseem12gdLWXZFbdQ/PRJqsLd+PbAAW5YMZZw7yi+eLWFB16Pw9Xzh3XT1WipW11N+FQvek40Uy5Nxl3UilCRQ393FYLSE4+ARMxyL+QyB67mHtJCDVglAqsKG3DaLRja23CkT0Yd4ktPtoFIi4357y0iNNiHvgErNW16Ar1dCPcfDBQxGu18930t9pxsllwWj66ljfcrPYg75Y4qwoJLjwFtXz6X7X7mvKj5owhbmSkcf2M7J3sqUEjkTO9rpNeiwU2qRCGWQdol2It2oQuNROUWiFI1aK2x5W/iIz8z5W0NvDrybt5p/obqtibeGfPfL2JpdJh5vm4VT8bdxOq2bQxxj2eIe9w5j83TNvB61zfc4RKIwSSmSqjDRZBgNlmRykfRqHAwrb6LAp8gqtSl3B44i9zaegzeKna3H2eqaxJBsQ4kGhux2rkcU50mXhZFYYeemQG+OAc0JEVFI/6Zm/Cu7lp2tuWR7uHH1VFT/+O52wo2Ix0yA0dtPvjH8P4zh9h6LIe4CyS4NrkjNDkZPW4kyaPj0PUM8NXbWxFZ5Iy8OJ3F98/92X73tZzA6bCQJJHyacdpbo2ehFzhgcr13xdsRZpc0jxHoLdr6bF2Ee066E8gCAL3vH87STFDuGT0JTz16cM8uuIZnCYpB7eV0tGqQWsPQNPUSFFZF4njE7C4BxJkKuR0fRNxV05iqGcAGUo1xdsMeKRa2OCSh6HXxnhjLBddlIyXjwsPL93O+Dmj+KayhM+emsybn/ZhD6xCGl7OotponBFKKj06eeRkBeFSL573UvIlCsaa/ehus1ERKaOnOQSjh57wxC6uOdCHd6KEqq5aULhxb98m3hw+j09q+qjKP8mtcRcwMN2VUIUNm5sPW+uyGeI9AU97Eyq7L3ZJF9FG2OUZRqOjnMur5DT4q7EEiCjR9RH98Alm3XwphY2dtHxXyoEwV0JviURwUzPqYCEV8RoSlX4cPmDCY5icx8c9y8HaQ1TtKEE8K5ijn3SiXmQl4cACfCNFBAUrGR7rQf3aWpS6BkLvnEnb7Z/j89Iytj7ZxtjL1KiFNky5VTTqeymuPUWg53AavEOpNQayQrMJSfQsFO4SJMZ+LO167GIVYTcOQxXlyZaT+1m93kpYQjV9NCETSxDb/Glu82PxmFFcPjGOh7e8xWOzr0MpPzs83ukUeGNTDYl6Jyfrd6EaFkBBgRvTpmm5euySX3V9/VjUABzIMdC/u4fGircY6xqBLWYC2ScElr4QzHv3P4tLViQpoXGM7AhGFQ2tJ4soqtEz9aHFhKT5sntPLQcOlJOaoGRANMCAwcjIjGRsZjtffr6PmCH+RPomEdHcyehhYuSz5mG1OWhu7cfbS4Xaa/BB19TayftfbGTWyHnU1pmQC3LUvnKGj/FC12qn/LgeN5ueY71bePipO86ak7amh5rVBbhHqYm7KpO135ewdVc3Ulc3LpyRjK9aQkOLDeFAPS5BYtadKMXP6iRzcTIILlTXttPY1sy0SdHQokBS6Y3BT4pZLNApMaLycmViWxlJWX4EXjbiZ8Vjb76e/g0n8Atox/O2pZg2ZdPsHsr+NjWt+yqZIbUz9oU0+qVOPt25CYvNhofKlRWzF+DqouTjLe+RlTKWBGUYhr1FuBiLcLn+dgDsDjsPvncnz97wKjKpDL3JSG75aSQtErwr1SSsCEWmFMi+/R0qZoq4dvbNlDxfyFF3CZvzdrBj7YPs2dRNzXEji24OxidASt2aapw2J4FTAjj16D7E00cSVPctnQ4fDvoVs/iSG/Dr9aL3YAMiQz9IZTiVPhzv6yW/pYJFadMoK+sheYIrFbvfoDX0cq69cyK9m46RX9fIJoMBmVSMn6eCAZOdXp2VhFB3AtUueG/KQ6rzoN+kIDxYglucEUeDFWXYKE7Kk0lNUDHzutDzouaPIuS6TKH1w3wEQeDhnffxTPQ0OpSuBIWPQyj5HqdICe4hiMKS6Wo7QWDooHnRXJHNe5aT9JkVPDXqRowOM5cdv59PMh7DX6X+1d8v9FQjFK8DQJS+GJFP9M8eazLbKDzdglZnJijAg/gYf5QuMta27yTNPY4UtxhsTjvP1n3MY7E3nLOPeeXvcqO7hSGiLNQBQ3is5SVG13VT4DaRZlEDI0mkybWDe3vkVMZl8H7ftzwaehdP9r3EVM85lFe2YZN5QlAlrqYIMPghk1jwkYfjbrczOzgQq9X6E2uNYOjnQMdpPnaWIBEEko0qFsXOIcbt3xcJgsOG/dR2ZJnz0XX28NY1b5Bj0+MmcUfVIqMvUIEt1BV9j0BqYiiXzk8hLtqLD97bgHF7Dz5hHtz7zQ1IZT/dsns09z3uipuGQu7OM6fX89jw5fR3nyYgeOQ5RvLLmB0mGo01JLgPFmEs1p5giOdIugd6uHfNQ7iYBRSmOEoqywnoDKS3tZ/RQzJJHBJCaVEvra0DEJ9OjY8LGd5h3HK5gpzedr6pLsFrTTNTp0wkzD2Y9iYbxcMLUfbLmdOVRsw0Lyq39jNspT/b1tTR7ddC64EIHng5gsJKG1u0B6jyrOChqiiipoTS4mJlc083ip1FVId5cMu4S+kU2VDtqSXby4zWw4++wihGBBfgbmxhnpeW4toKNoapGOoHxR4hbD69hznqmWQmqIjeK6VpbgMLA5/kiuqHecgcyoc6H6K8T6Lt8iDTO5zDbnr8rJ5c0nkSVfRFiHJNnNi6i4BYNScuD8OyqQt3YwelxQPc/LchdIfO5OvCrYSb65CNjKW2vIcpvfXEjbkH0ecaPptxHHOfjbCSUbS5axgXF4ep3o3lV8Vz+pUioi+JoG/rSSQmOx5JLuyriEdm1VPpuZE0nRtTH7iBT9cf4FCVGRePcgLLL+BSKvGPdCJvPoIkYySK6VMRe6iw1vfQ8n4eVeZqRNckMX3kXD5eq6XEupF3VywHoN+g4d41HyOxDiHS3x+7spxH515+5tpo7DTy6Z5GZka7cmLtAa565iI+/cbOLcu82FqyBYvNyuWjLvnFa+yfRY3D4eC6m7K5z+cwx1zGkFbdT05cKooqgWmPevD9fe+Scddc9m7tYpIojigPC6YIBdsKDQiePUhHVOPfM47dm04yboWU5ZOXUFRazYYvc7nl7nm01UvpbLMw//IgTBu+ZXejnRpFIOFhnnT0aNFrHSxbPJLgAE+qu5q49pXnGXdJKv5+XixUTebodzqCA72RNtqJm+VFqSmHbk0nl05ZckbMuIZ6Ebt0GFKljILCdp56pRZ3tYlPXpqM/O9Wo4bv6hAppRTZ3Cg72AMxdopO52Jz6vBTBxEmzsRF44lYAq7DpEjcINRfTGRzNdKaZoKuHoPyZ6qSG5otdGfrUHkMINv2Nl7vvYItvxzB5kAxJo3duds5nltOaOUlRNjq2RTczsO3zSFA7UlrTxevfbeaexZdhZ+nNw++fyfP3/g6uq+yUbj2IU9OQJKYwstfvYyPywIcVl9ON9SgNQwQERBCaIiF5p4chlWnMPXWYdDfw8nNe8iL7eS2C++h4r0yvttVhcdwMSuunMym9xpQD1hxWAV8JoVidEqRb99H+i3R9O07SOvIRRzSruLSYVdiz1awPmk3LpFy7oq9gt5uHavWbmNocixjR2bwxkeHuG7pGMoPasjZ38pw0yeMXHExyrEz+OaatUy5fQIRmT9EUDmdAt/vqsPvma/xSw0hcJo3mrBU2t7+CFWzmaYLxlL4fRdBV8TQXhPAE6+fdxT+w0iZnimU7slHMPbx1I57uGP2K1i09fgFDRtMMLfhAaSzH0GsdKe9+RgBISMRi6UcqNuGtLOFNt8oLosbLI53X9nrRArB3JSy6Fd9t2A1IBx5A9GkQe944cBziCbdh0hytie/IAh8v62YhuZexoyIwstTSXunjvKqTkwWGycisvlo3P14egx6wL9Y9xk3hS/CTXp27phiQzOvta3ldsETp8XIfrODzrBm5heY2Rjgw/Lkq7HY7HzWsY8RzRqsPgpCwlM4NnCEZqeMDGcC0t4M+sTHickQE2BVkClfyHX1awiQ2ZBbIkmQupMl8iclKvrMW49g6MdWvJvPrfWk2MWkTryVG+rWMF/w5bKEfz803tFaDkBFq4K37/2WUUN62bdXgTPGgxseuYjxWbG0adp5c8/75G7vIzP0IqJjZESGS7FYbJz6rBJDQwfLH19Iyuyz/WUezX2Pm0OGEhA8ko0Nh4hwDybI3EdQ2C/nLWnr7qKruRmxTIZvUBBBPr7UG6vwkwfiLhv0LSjXFRIsi+Sh75/G2yDCTzICf4sbp7YW0ezTSfKIEJrqTUxMW0BOngG3cD/2d/dwaWoaEi8jEV1WXvLdS7QzDH+LjYo1R0mJmIxzrp5wkSej62LJuiUIkUiEzeQk770OUq7y4+qPVzF+YBbhUS6Mu0LG/Z9XMnqgicjxXqiDIDpgKDvLdqOoaMIWFM1xqxQ/b09uix5F+do8moKhqjGWybIa9g2pZ3lpAcfDPbDamyhPGIP4cCvGOH9swWa8pU7iOt1wKVOQP8zKYVsdl7tMQ9udQ7jcgM7TlZOCiJlGgXBfP/zKw+hqrKf8ZCmRi6YxXOGgv9+F0uNieh1lBNi6mPTknTjMPbzzXTdxiXl8VOUgfakrN3al8235ZiYWX8JXc0toa9MypPYCLpgWyQvfHOKLRy5BW9yHrkaLSV9FyOg0+l/aRf+Si2napuHIsA3c2xnJ8ene1Hc4qC8XmCNRsKXYi7lLB5g56Yfzbtu/E2drC/LLrkSQynh00zPM003Hv6ANn/GB7IkyUFoQzkUTI0lL/CHNwVfHv6WtT09RrSsx6gQ8la44BfD3UjAjzZ31j+5g+N1JfL3FzuI5AYxOGnxovLDjdS4cOpukoHNHCsHgPeIfjsITJ05EEAQe3/wck06qqLfOxWuuEu9vCwgL92KvJYieY3ocDjPyljpEI+Jo03YxNCaaMRmuHN68E0LCiBuexaTL1ez8vo01q48QO6OXMHMiaZkRtLYo8fCSMXmWL1qdiRefOM68rr1s94jB4eqHTCxDbzbS0WVCGW6gfnw+o/uTydvXgN7NSYrfUEYk+qLZB44Jrdx28XIUcjlPffIIcwYmo1KoSFw5EsnfyyvUN+m46f5yQkPbeOC28dR0OZBJxUQ0GpDaBUKmBtP2QRkht6dR3+6ksMyCsV6MWCvBR6UnPhZi5voiCAJ9u0vRHq3Bd246HiOjfnpfsTrpPa7H2GxBFSrHI9SC6ZnH8XjpGQSTDWtuKaqLJ6PRa3h5zTNMT5jLgNGE4ftg0sNbORE9HLNITlKcgqQ4gefWvs/DS1bS3FXHseJsrp9zE/3vbadP3M8a8TD6dRpuuSKL9TlfMTZlKOPSMrCcOM6p7GZO9gfQ7+2Ka2U3i+8bybaNH1HvrcWOlSeXPUvDaS3P3vE9D90xFaWfOztyDCy/PRJ9j5XeNzbjH9xJxYAay8iZVFvWE1MbT0iDga+G5RLU6ke7REKeuY4FsZNYNG8K3b0mvlqfzx3z/cnJHqCzQ8LiS2Po7BVT/dILNMcmM/u+Jejf2oPnvGEUmn1oabfh1diM35Z9BM9U8UnIWO4YOIqy5AS28DQOFokI7jYinZ3Fpm1FfBt3gPKPN/7fETUikUgmCILtvzief8k/HIWdB1/kSNQYMPczMnwMLkofBJ0W6973kKWNQhw3GcNAOzarnl6VwNt161jUKCZi4jUEu/phxMDG/lVsb8rhC+UyhMip9G4twlTVAVYzYg8PPMfG4p4ZeeZh7zz6NqL0RYjcBhNQCV0V0FWBKHXBmfGZ7GbueOMrFmaNJDMpjH7NAMGBvvT0OOjuNqG16dlrPkh4YxwDegsZqSH4DBFRZ2nmksBpZ811UfVHrFCaCW7t5bBHEqVe5cyyZ+HdcJqG0E7M3e5EyCPp8cngiGQXd5T2sz9IwidWA/4yBVe6JjHWz5v3SxuYN2oYndoa0tqCec+1lPY2L9zbzcSEBDIyOJpYZSDBvn60mbtxKz7AgdA4tndVMaVCiyxiOkeDC4nU9HNr+goAvq7aSV53GZeFzkF7XI1SJWH0bO+fJKT6MbaCLaw7ICF3fyUWs4NQZyfVI7z54Kl7OZLTwPoN5QgWG1KbCdcAX46fLiJMPZy4VAG5SwdXXDST3V8VUrQhj5Hpkcy8azp+8f406zvY3niUCz0CCQobS49Jw+qq7VymjiQwdPTPmqgFQaCisQFFbx+h0dHY+jV0WK10ImB0HSDVP4GtxlPYBDvjZKGsP/YNV6Yv5b01H+NV6UnbkQp80vwI8RFRVd1MiSIdvd6LhPQoukX+hAaF4Sm3sXiEGy/17kKvcGWUhz+90ibCsiNp25PHmBuCac+XIVph4saI+bTt6MducNJSrCdguJHnmg7y4AVXsu4lHR5Pn8R5OJnM2iIGpo2kRH2Au8KXsi/3A7YKNp4fupTChlK+rOplwMVEnNKFcWUuCO5K1plieVD8Lge8pNRZjpORehkNEimKKh3doUqUiUb2NndytasCd+kUKg/mE4QHTcC09FQOOhupMldh0QYw1i7D+f5RQoKDcVe1Ib53NBnaKDplJkQ1ekp29nPSVMr85SGopAJqpZqdu2IITs/ltSM65tyZhNSuoO9v32EZP5pt7UXE5F/K2NcG4Jt0Okfm8tSQZRQ+U8C6yesYucEdp1RLSuIMTlckoprUg09TBcPmzaDCKefh1du40RhOruDBylsTeTn7UV6+5Omzsvk6O9qwfLeGL4QmshZcS3pYGppyA23fVVPetYUpGWPYYoslNtROprwSkVKJdOgIslsL2XF6HzbcePmiuxCJRBj0Rj69ZwM9EwawGpMZ6e2Pa/52pFIpGfFDUC0Ywd1bHueFi59ApTj7RcWYU4npRDUauw9lNRIEmQzfkclss7/HlZ6exATH89qOKJZd5snaijbS3s8m84XpqJJDMescHD2QS/lnuUimzuZwRQuKTiWTQtTIpO3EyN2RjY9j5Hw1laU6Xn/tMApPGBqdxoTpPkTHu9LarOPNh8qJmqSn3l7A6ApXvObPJzMzAFdXKbpeBzfufZXg8iTmpGTiH+iGTtHCK1u/YkL9VKzDu+hz9JDfeJJpcZNQbuqmJVDOdXdcR3iqDLlSxJFcLc+9WU9UxGmCEuPw8vYlNdzJnk/WYGiB4AuSuaw3hpCb0pC4yWgtdVJfIBA1XIS5sBO3KCUBY7zQHq+jd1sR6pmpZ0UA/fj3231kAGOzBe8EAXF7E7bGLiTNebgumY84JhHTN3tRXTwGp9XMQ988z/1XPUZhQTGrDu7g5RUPUf2umdTIfNyHe6EpKqC9R6Afdz7v8mfcmCxqWsvRDtiJJwS3jmP0xddy5y1P8MLaz5g9cizgj2bVh/T6hNMUlYncZiKy8CB5uihyBCkx4Z5ca2tna3o1uqZWHr76KV55KRdjczHPX5ZIX5OG6oIu1O16vDM8OOA6hfRp0egGTjPwURVxsZ6sdu+iyN7A3VkXE9dvY93Afoa7JaHTqOlu0zBT3MzOWiVKL4E5s/2x28KwVLbxhU8A8Vs+xTd8FBXDLsTt+CkiFDp0De30awcoC3GnMdif4R6nWFhazdaYcNIuXojDZKXy2QLCurUcShBIaolk6a5r/k+Jmi5gM/A1sF/4k806mZmZQt7qJ2HAiN7Tl5O6rUTEjMSrPwLX8nackm7EpaeRLnsIvdqVY7Vf0Bvgw9b2PG6tdyVr5uM4RU7Wa19jToOaJc4T3NIQS8wOA14xIah0pxFc1GDSMCCKxCiLQBnjj+9YORJDA6KoqXBkC5j04LDjlHUhuvDJMw/ORe+8gLZJQ31XPd6GFOS6YOxWG4JgQiR14IgW8JNFk+wdQlKcF/EJLhw5Uc3p+ON8Mf2RM7Veuuw6VlR9yeOSdpqlEWyydDEyNAxFWSuRoSHEBY4jp+lrGk2ujLS20OCp5ohZzNIWB51WC2aFjXxFJ49n3sOxzu3ECJPJcz+MUuLHp0UWxC56ppj9OdCtYXxIALP8k+j11lLQV0RCWS+vhwYwReNDt8SHad2VfCXNRBx9lE9SryG3o4TGln6EvRmcKuzDJ1RKnaYSU5eECZNCuOa2BFxczg7FtlpsvH/1U+g846k/2ow2VELUiHrmRl/O5hIbKhoY7mjD3dcLiacbe/fuxdvVnaZmCYr+VNwUMiSu3cyaPQoSffj8/X1Eqd1ISQmje7aTtIh4/M3dZ7YbH819jzuixuPuGYZc8UMkR4+lkw5zC1GqBJpau/F1WFA6BESRsRR3dtHYV0O/3EmNawmtWFnhNoNJ3slcUfA8KwOH01rYxMl1ldiL+pl8xyisvSoOfl8LZhMezdX4ZA2loTcQu9NJgJsLAfGeOP3NbEt1khUwlBFqGV25ZtT9asyTSqm6x0TTxGoCFykYf3Q8U2enINL30n+wjNOHvWgcdYK8pBZ8v74a6YMFXHLan0MVKhwxYkRZLVzbF06TysinxjJuj7kEUX8lASFjWHe6mPeb9iIzuxJs80TZnMFK+Su8EuxLpcKbOUFSnGXt5LnrcXo4USb5wkA7XkYFUtdYplmSOdabj1LszXQhFkNzD2qbFE1bF03HCom57xLEPp4kmDtQ9rUzILGgHzqOll2V+Hb0srmgmSVXZTFE28KeYWKCOv1QOE3c0lDBwomZVHoXIVnZRtsNnjg+nM70azzYVlfE1SMmUeqVx8V7x7AneBfT4ifivqcPw/F6nols4M7429mkXs8tdaF0LZjItmPtjKqxskFykhCPNO65eRhlbRVsL9nDPTNvPXPenU4nj258muWOYEL7DEjHTkSSks5nO7cQf9SdBPdqFPoW9van0CUJZFGWAaWlGbGnJ3Uj0nlix5s4BBfmKyfScVBL46h25qRdia7YwnRZPV5XTWJj6SGkfWbGlsJAkAsf2U/wwLT7EYnB0TtA29oStO5RCAEB+EWJaNIfpbulGo5VoVQvIkhxioQHFmPWyfn4xQ4eeCmUtW8UIt+Vh2PlWBy+HlTXOGmq0hF1aje2SwR6jGLk3TOIalfRoWxmniDDbUEiqTMHt9S/OPY1SrmSSzMXUJzXw1ev18LEAjQNAcyJlJAa5krx0U7WahKRyuyI0ppQRxlZ6T+dLXtKueHKMTg7xKz99hhX3DsKtdugg/Sxve0UP7+T6Pmz2dNZib5NTijBiMVKaixtDCh34Rs/nHuvHIO7wsC7L7zORaGLiFsQw6ZH1nEw3s79C1bQWiAiOElEeDpUf9xGwAQvPKLltLyxF2VcAKIpYXy99wsGDDpSY9K5YMx8pBIphmYLHfs0uInb0bbUc9ospTvEl/j6g3QFxtEZlMSwwnwk7m04FGIqO04wIyKRkIwx3J59grSoFEZnzaR9dy/WAg3BXrvQuEQjkoiJVvXj42jgcLuK2AXLKatwUNtcQ0yXDD+1wFG5gmB1BJ0aB1nGPQxdOQZV4tkRmsaqEp7Oe4XgbTM5rk4is+MQ4+PMdPUdJS1zGsvXS/+Hvf8Ob/O49v3RD3onQIIg2HvvRSLVe5clW+69xkkcJ07vve04Tpxkx3Ec23HvXZZk9UZVUqLYe+8EQYBE78B7/9C+2Xvffc55Trnnd56z713/DWbmXQPM+6z1xcxa38UzP1lFhkrL9JutTJdUEDUZWbHGwNiBCSaOHqDmlgb+OtxNoC5MYaAMtUuOLyLgC4doVB3hZ5EbKMpW8eGFPvI272DNqmRi555GtOKLXLhiRXngMv6b93D09bOss11kMT6bmFhJZZKFggITyrsfYtYSoeWnf2Njlpsja3ZzrqOVm1amUjVu5+9H59jmWKJbn8tDr/7nAjVG4FbgTqAA+Ah4RxCEpv9nlvfv5WdfXiM8Vp5BYvW9zMdamB21IITUpAam8YUTMZKONGZA4rIwljePvKCKXpULQRyhcHyOxGV3M2iwkzDaSWbOF9j/078RKIdtw5OYl6wIlVuR5OQjWb2R8IlT0Hwcr0/LYtcSEpWChByBmDwDQaxGJBGhiV5GesedSOq2c7CziR8++RYpkmL8Eymgh1CmhHiTAa1WjiQSptv/IepOM76QgEhuxhAxU50iZXH3NYrGlvOdL25GqZTxT5bDRBxj7PFN87YsH32Kn+2K9dhaP0Bat5ot4eUEdBGaLR8xF/AQcogYVqVRFqog7PWwqzKVQ62/R4gpWZO0ltFYH1cMyUwOqJE5nLhzPUQdWeQtmDgbdXFDkh6LyM2qgIYBX5iLaht5Mw3Eoio2is/R6KxiweShejALh9NLJChjzrVEQOkg5vaSo8oliMCAcxSjWkpOfhz7bs4gO0dL26UR3vnNAdbVS2g86se4oYZh9zB7N6+mWHGB8QnIVOqoe+wBxu0hjFoZlre7Of/OVazOFjy1BoYC9RhsElbiJyMkR6UL0R12YlVEEJLc7FmxipJ9yRjN5QD85MpzfK/0ZkIhF4aE6//ylkJ25gJTFOnKOT98mRLXAsx7GdPJ8WiNuNVOPMpEzkrOkhgwkS2OMKtSYJnxERYUZCRrWHi+Cf97dpbfsxOGIbE0QixzNe9/OkTSmlZiL08QWfs4iQWp6LL9uMfPcu7KAHWhNJY9tJrgQBx5snhKapQcOdLKqV3X2NhdzsiH3SyuFrEyM58GR4zE29fQ9No8VrpYFtJwUHBQq00j22SjO2kNJrWdy347K1SjbFv/EH8aeZV0MsifMOOxFtGT1ENJhYPGthjnerX8zHkGZXqMuXAS8+4l/OFFFnKCUJrLfKqHdJuaBrmVRpueAn0al0XtGBwrqQuEuNR9gTH7LPWmApRHezh+0zK+WryaCfcsu0qqSTMXEJJF6Zzpov13LeTlh5l0Ql2GjOptN9D84hvE3Slirl3Dm6mLJCeUkTM5wvSog3fSR0l25mMQEjGQiHXtVR6c30P8FRntK65yb/tqwkMT9DrzsSdHSXrAy9TBHtYVb+MTl4wb5tVk3prEnU+d5Kt7lGzbfP208+3m63Fvdzfchjfo5WcHnuTeFbdTlVGBEI0QabqAta2JgfkJVtdtxKao4UKTA1cwgCcqY3JOTKZ/HpNxmuWRYSSV9zDg9dMu7aN4SzapopX0XrByS8Ik+nvWISzaESkU/PbUAeqcu9E4oywN9hCWB0nTpiBIJCTvysVcKkehFjHvsvK9136KQqIkV5/C9vM9TIi/xFxeH+EyMSm9G4ll6rj1Fj1tP74CrnEayzdQVKhi/Qo1kzNuzv3gCPblaUzF+ijRrmLhmp2rBhePOI0U78ij4tbrXDCHP/490pPDBN1KRGkLqCJZFK0wcS64m/PtS5hDs6jk04xpC+mbUJBsFLEktfCFbUXMHwoSDsSYWz6OXW6n3NKAaDaJ0JUmOtPUiFNgs1dFk20IRVoBi/Oz1JJJvC6Hqi0G4ncGeP6f/sBt5jtILzXiH/MQWVbMBx9cwqWN47Z7sik2aRh6aZbsW5OQSgJMP3OK9Cc2M+Ad5/3Tb/G127+DUZ9IS18zhxsPUbG4iuqyKkTdTUzY7RhjdtRBG4Ggj8mUOGJSOaoQKBQjdCclMafUs67ufhY9SmJHX6XW2YNFl0xKRhoGtQRb+GasXiP529Uk5Ma42LGI5cAAuAyoPVYydiVQvbeS0YvXaHn9Q5KUMWQFZVQJdhzLHmLeokckgaxqMaZcEIlEHF64gFESR3W/i87njtCsMtNPMo8lyWkZvoCCNCZH/dz3xEbMty8n7BWYPbmIe85Ld8fzbLnlRj498QG5UjEitQWjLxOfMYui1EwUYjEf5c+xsWw3nz51jLU3baCq0gzuJWL2aezNTXy8VEVUlE2ef47t315ObNFO5MIZhEAAacNqJFnXr/E8r36EuPM4b+V+n523pBEShXj15BixrPfZE8xl/FUvtQE/hR99+z8PqPl3A0WiVOA2rgOcJOBdQRB++L9xbf9BfnbvcuHu116jJXIEozeOi4NWYgYv0TklD7TqsYkhPymTJXk/gWgGhe4LvJ6u4IaN3+HFjh+SJJIxmBdl2VgxRR/JCX4uhZMfv8HdPg2+yyUszCuIxgSEaAxEYpDIUYjDxKdIScg0ErSH8S+G0CaEMeSLkOJFYW3H/4UfseXJjxEtpoA2GUW5mmBkiRSJnIg4zLqCOnQqBVcC16jVVHBsuptwwIpregrPlAo9RqrqgqSp8nj8a2t5fPwjvhAbYSacw3n5HBpDlMuz/fzdv4xiawYolYjyCogYjETcHnzOBeyzR3gjJOeJ4rXEp1RwbPEszt6DJCdt58yChPz0Vi711dDgiMcu0zGj0hEXdCMJ6eiKuChVJrJWdJHXNHnodH1ExWo2yNayaHeQZ+ni6OhKHHI/qYpkGJtmuV6BNOpmWDpAQU4KxOnoaVLTPO8EwugVAXyzk4iDHtKLVch6h2l44kHagx/h0LpYl7mD0N9fofruz3NOyMTrD5NsA8frLSzlp3HnL+o403KMxaevogkXExKnsCSIMSaJSIzGI3G4IDzGSUcvux6oQ7wYY8dPb0ZlUPFq/wHWplQjd00zoyzGE4ngj42x2VyLZWEBj2OaicAimmgqcYolzoTteBROZuLsrF6I57ai++ld+Jh24RzWOB3bIkV8d2IK7aPnqK5eTZzNTGx1Jh69H7t9HP06O43vF5EprCKu7Vke+us3mZ1X0nt8FI8/hNwqwzDrIrMim7SSOPQlIq7kN3IgauUt7Rewtjh4b+Bv0KPi9i9X8kmrgmZdC58fu5ELXcOoH7QhPlKC//Z2frDqEZ56tp9VWV726zt4et0jvNh1kZk3UjAn6VBmOenri7AmIZfdX5Dxjdef4wvjTQTUFTSVVfFe5kGcUQl7LxmoDUm4dK+W5Us6RK5F/rjkJhiZ5pHsBxlcdJNpSqbZMszjpavxPP0WZQ8up1edQktvEym+YYorbyHLV4R3MYxaFeLU4aMsROfYUphFLHGc6m3fpPXHvyDuS0Uce7cF6YZEhkNB1uxP4fQ9M7j6x6gTvgA+LUupLTiLXZifVdFxQzfPrvgNw48dI2IFYdN6Vn4thXsO3cOXLq3nYt0G7pTGE1+m5cxkjKn5c0xEO3n6oX/NZjzafZJzg5fwhUPI5QloFVoEBJJ0CYSjEZZ8Ln6043Ncm57lo44uPreingLTv5JRfufAWyhPpDMacFOls7GuMBlf6Ur6JwXS/XOss51FYYqCRILYaGJ+TsPoaBLO8PNs3XUTiuWreK1lP0EiPLLmXiReD+OjXZy6ehC9R076bB2LDjt5yZlIasrJ2p7MpefcZOgu0TbQTmixknlzJnqFHOWCg7o8L8Xf2/aP9cWiMZp+foLTChmHws3UynJYMV/Eq/Gd1E/WYQwtsT7+FKOBFMaza0krTaC9I0axbppVi0d5J+VG0E4StX3IyoCI49U6REYzWa33Ye+TI55dYj5vht/+eBMSv4a/f9BJklBIuLmRgpvzuWYJ0n2wl3CukbDajs3Xyaa193D3pmwyjUquvj1M+3sjEI0SzjGSWZBJQkoimZUSTPlRfvj8N2mI+yq+Fh+Z9yRTJnjwneol81vbmXVbeH7/M/zic79FLBYTDcZYuOAiMB/GnzPH0j/9Dp1Kw0x6CFdVIWVrd2HUp9Dc1Iw3FmG5GnLUcqQrdwHXr6o++vAtcr1ePJkFZPa2k/2lr4JYgiAIzHy2xOJoDF9YgsgfQW8G7cJpLqRXEnexg0FpGh4drNY5qFufizYnDlFqOkIogvdUJ4ExO3NLiSyFEtBUpnEy7VO+vWIfEtH1E+vjb17hD/OfUjH+KA9u1nKl8whvNjp4oLKehpJ05HopmuVSjj/1C3bVF3G17So283JSwm7akxw8ULuRyGAbA6ODmLIL0SwpmO0bpSzDh7a0hpg3SMQeAkGgfWQGtcZEalYpVr2CJbOUVduu/w6hSIyYIKCUSQgPjRF97U8EJDnsX5nP6UYtyWl22pMbEfdl8ZbJie+G73D41Xa++OO1/zlBDYBIJNICNwPfAFIEQfh/juQE+HvuPcLO50o5WWGhcyERwS2nrjnGalkmzrRZPosbRN2bycqwwKIAgqkccfAdOqoTMairKbAOoTqnwCaXM3qvlE1vLzF6ygm+fFSlJsw6H2KTAUuCD+niPAZvmGlvHPGjyXinrIQDEVCrIAqycISIKoajcIIchZtXZupxqAvJNMSTqlMwPdNFKGInJHUxF5inoaISW8CH3R2jIacIR1jG/OQi0XgdbQziHYRilQ/TY5nMGOAHqhaeiRhIMkt4QHcLb4wf5fYOKyVpO4jo9DA0gGj5GsYWpIgtLeSWJ3Nq9H1SQ8mU5W9HnpTGL23PEdfppcBZw5WIGd2KcxSrkyi6ms5HaW0sTm0lFzfPqvdzj2Q7W/x9/KpAyYb5Ok6p3+WunseYHTBQnX2Mg2U6PA4o+jgDXVo8lkgUxblehEiIOIUGIRrCleHE4vYTiYpZcEuRZ6aiMA5SP7XATb96kNGlEC/v/4Aa8xbGx56loVTH5eBdyOb86EcWICIg7Ksh2ZjK5OkpUoeDuPI85NuacNq6CUgzCDgzUWo9rFhZzVB/IoF5OxZ3O4aqeFJS9VTdXYo3W0njzDyJMRFGfSbToSkWwn5UHimSUBwxpxyV3krAnYRgamdc46NGM4vgisMgySYgsjHqDDAcVZJusNMjDVDfOsGlv0XQ5xSQayxiLn8Ja7+CP34jj+MXy/n0ajf+BC8SVyOrr+Uj2VxCJJCKw+wnI9nG4IlWtqozcHxDSqe3mz6fkztMe8k/nETFbWLa+5rp6nShsArc/v27WX/8+/yh97vMdFoYf2qU1idlrChJ4XuPr2Fi9DJH3xTTlCgmMmmgPGhieP1+Hl6dx+J4Nw3CCroPOFgIJLBC+TQzORreiN1He8MxVF43abbVFClEjOrauLdNgf6mFPqsCsbnNfgENVeXBqkoL8c/2ctjtTv57HgjEYeXRx+8k5hnjKdHxrhBb+JqV4Dq8gISk+O49MvTONNnCc/JeHRdAZbMIQIyFwsTBhrsTRwxqTDKNXSaJOheiufIXSNkz8dTZb2NLzzWwDstR0nu0fK2+hDtyZP88N1vIeuZJnlPKXXfyEckFnHHn75KiVPPV+/4Lo4uD+qNRo41+shKbOPVnqP88cEfYFD/K1Fi49A1zg618J0tD/wjLdvqXkRAwKwzcqC7l4mlJb68ZtW/i70ad81yYLyRJyrvwnO5n5ffPIA1OYdNoiVqXFNIxGLU992MpKQCkVjMVGcM+xRU7RIxbJ3k3KmPuFeRjOBxY3FY6LWOEFDK0CSkUSi5gSW/lF8svIcuJQ1duhkhNsuagQpueGADfedFNNwh5rPfXaYts5u8YReaqxoURR7K1q8nY3c94YBAz0mBgDfGwofH6KjW4phIRWycQuyfpUzVwjJVkDZ7Ff2uIhYCAsFYmMyVI/TlTCFRS3jolI+FvK3M2yZYL83h8Nwg9cnruWptJyerjJ5FJeJQAp7ZCBF5jP70Lja1+ZhTqSElnnXhGJVfyeHN7tf5xU0/4M2jr2CQx7NCv5qlTjtvNX6Muk5Lw82rObjUyMWD7dyWvxVvIEBafBIlI9n0LXZy74/upvXvl5gatDG1poxAyMPpK39k26rvoRcUZM1JUIslOHPFBLouUHX1BIba1SR+/W7EaiWhcJi/HngfkUjEjuWrUMvlRN/+Pe+ay4jEYkjEEgLhIJ8Ty0m/6wHOXbxI4vQ4Jes2Is7414ygaDBG2BlFkSi9TqY3Nw69zYSTlxNz+Qgl5WM950QnnkDqscO/1K3Sbq5CXnD9VCw8u4jttYu8ka1gg/Q6BYZYIkJrhJP+U3x6YZo12u18/iYD5wfO8Ps/DfGV2/2cSAmz9ayNfelqXrfIMYtTEXsjvKtXsDJ7OSrxv6nnN9aFNDaNtr6PRzW3I3ZLkaSaiJUX8L1nLRSanJhiH5I2MUHIBiPeRPqXJzItyicQkSAWC2gI88vuT+hKriZZLZDwwH3kpqTzrbcuk4WFnQlzXDnrIu3urZgUeZSXJvznAjUikUgJ7AHuAlYBR4F3gROCIET/t6/w38jb+d8QUv9ZzVlzPCWzsyR2KYlXptCYH+SumTFerDORGBpncTSJTYclRAJS+jIdNCxI8aTlEBEPIPn8DZQJcg49dQSdJYwunE6kVsBTEUKSqeZFhxWzRM6jGjUu2Rgp3VFml9RsrNuBxONFvH0v/oEFOi9103mxH+35ALKYB6lcQUCsYTwaRSKKYZYEicmCGJKS8YskNGf0M7u9jrtybyLk8qFzziHqvcohDyiGJbS6pghKMxEenWZjkoTceDfdOgWL1mk2GDZTsCghr2+A8KZbSUspZvbgWTyp+aSYZ5lfaEFfejNne94GmYybvFGi9V/lt4etVAT/mSPReuypV7ivIIRBlcTsxDrGfS1st2v5qzFCxDvKvEXG3To944ZCEi8m417Uo8q0sGHzJSTOKPMXa7jiFzMaScYcs5N0KoBTP0lBQy4y/xxOn5pgWxwqZYTpUh8BeRq9igukX1CzZ1scjpTdXBx6HlWWAvnVNkxlK8jqgXZPlFRpLlk3VfGHwBtE7VH2tZdRZKgktk/H9KFhpK3jhDUJRCK9eD0eLLqVSJV6GpQTuDwe4hW5TI+4WaCTujtSsElcTK6tYI9cTpOgYdYewNdTTLJLSQgHyWEFBmmEsMnBSMkIBWYToWEHQeMk2T+cGQAAv21JREFUhvhJmJDySVwcDaoKDgUvUZgRxXdfE6KKcqLzBtwrYzBYyJt/uJ1PP+7n5DUD8aUqhjv3U67Pxrm0hGqkCcs3V6JTK9njLCSqsHG47xSrgwUUfy6Ln02f4IHmdfRXennArCHUGuFi4gTjXTHCZhtCaR4Jv00nWugkLV/B/skJChYq+Nrj1UQCZzBZYnT52ui9to7ihFR6hvtICMbQy2OcaujGWaok/oNl1MvasBX38IK7ArUqHWWpBbnfw5JOoJRFVvdlUml3cjF3G8yFiGjieVF1iR3hEuKNCZRl6vA//Tyh795BNCiQEolxcKKHFcFyxkMtuOx9yAUJ/iNhqh66F3tLFxtWqMgpWkHb4TfxNlSTKYrQeeBlGlbk8dcLOmZrJ8hVmhjoSOdzm6xsWvEThq46OfbtywxVThDVy7ihL56iTMj9480A7L88zfSr7zN+0ygP9n2b0i8mcuqZz9hQFqAtpmJeqeG8d5Anb3wCsVjM/o4zzDoX+NK6/3J24+Hefha8Hh5Y/h9t9a+vvcQTFXeik18ndvus6wTJV5fwzYdpSpaTXVvEyqzrDnGoJcLkuJ/Z7CEisRgAXbND5Jll1Oclsjp9FUZxIvYrHuaHXBzWDtEV7GWFRktFYjaHZZ2oXIWoFF7W9ZaQurKAoE9MVmmUyYML5OacwHPsNN2XSonJepHU5RBT3Ez1LgFtTQl9S5O0/PQoiluU2N/TInNrESXMItlQTmZ4hGP9ZjwaDeGbWll5KJekJi2CWoVTPITE1k3ymvU4as7jz6rhxlMTiB/+Ks+9exSdK5slcQS32MVwaBTjsSl8ywRuqV9HyaCOrCeqEcslvHTqXVKvZpLgVTPp6WdSOcqiyYlvjR5FVMcPqx7he2/+M76aALvi17BTtobLL/QykDNMXIqbvMsiClbU48ioYMkW5dS142wuXcns0DSeOC8r1xXjdtpIOfgmYpccUWYJjhVbCYg1yAYOMT/RTO6N+8iorL2+eRcOQnoeZJf+Yz99s15iV5vQ7N3EuXPnEMWirAr5kG6/AUEQiAnXwc9/kE9fgM234/3oEuq7t4FYwtwxB0JMIGVHPGLpv09CeO/aca5MtWKaXuRbd/yQWLyKD64eYHJykUrDKlpnF7BfiSdTm8OGtUrOHHueTmuAX5u6GE9RMtNnQhRVM6hXkbzayMzqwD/oPoRgEGF4AFFuAXM+Nz99+QkM9Q38fMVjDAzHeOHDSWxCD3VFTnZIhnnWoOIX7jSMwwP8yJ7FHY/fRV1WPDGnHesffs2HaTu5P+pCVmZCYfLStXCFa6F5NtsrmPQlY9ZoeHbMQ5kymy987T9RSrdIJHob2AI0cj1Y+LAgCIF/6csRBGHsf0m5SLQD+GdAAvxdEIQn/1vj99/+KyEy7kNV56Fvq5pMbxqdJhvd8V4e9gnYfaUYD/fiNcawrYog2KKsG6lnKnGGikgLzpJSTvcryfzAjynViMLvwJKdTtNKG8tuKeDw6UGWj6lRds3S57FRkmfAKxnC1eFmJpzKnrTtmOTpLAipTFkWiA+qWYj6EEkmSfZN0OZWsEajJy41zMR0AS6PCLw+pIKTj3b0c8NVM0smM7I9ZmrcPRyUlDHlE+OIDJAhizB9yUUoOcam+yaYzFGQYk/iK+H1fMvyFvdJ81jtNPLnuGQ2Gtej1w0zdOENOhVdFFQ/xMHxE6glMr6evpKLNiszljuodBoxij/iGfUVSpIN+I0puIyzaMNuHEIKSssCfXNu0lRrMAct6DxpeFtX4NRbsKx7m6DCz66RvZR5NBjETXzLls5N2hyCn0a5NHoE+Q3rKU+vRTS9QFlylHSmae8O4xjREFI5iFMYCBfEkS3MMmvR4fCLkE9bkKh0SBNSkJdMIVo/z4qiHbx4qJnKcR3SWQMX88ZZdUcRd6jzuPrYYSzZ9eiUMhwiF4gUBPvPMLs0zlw4hiE5l9JIFG2VgOVaIXa7C325D4dyAvWmPNyjOzEEBFJiQRSReZwRO2K5QJ4qD8uiC0lExEC+CGvGBNvKxpH60ugNDtOcL8M9O89cQEZ2YzexUTM5gom5OxYY27+WF564mebTIU6NRlhdOoGrU4W7chz8yUi0Ciabf8F8RSa78+7gizvreW76fTreHOcB0yoGUkcIi9OJEwmoKiRo5lwkvaekP7bI4E4lne+e5nd/+TlXn5+j2dzHhv5MLHttfPyCix+t34vK04VaFsAWrsPuH2Cd9yIDNZmEK7NYunoCc9syJqpbyJ/uxhmr5uryNK6kXURz/i7iTU7EOQP4dE6M89Wkiq6S1FVAobKU85nxvLPUyE9K1tHRNset2hrOHTxAYHkCm/euY7+tlwfjypm76OETUxuPlNbwSftpVkzmkF6bwYVLg0g1cSSVLJFmgZnACOfSfXRetvGoQU6lMM1LjWUcW+MgpSud73ynkE9sH1Lw7FeRehaZabiKZ7mVxvAg33iygNj7FdhiYuzNeUQ8DnZ0DtGXGaUmOIY8lIq/aitl9emMvPI0AW0C4U3bePLCK5jk8WzKW86+qk3/RTtyeXyCq5NTPLFuzX/oEwSBHzY/yz+t+PI/PovGony/+S88tfKrCIJA15yFa9PTCCMGVCE1tTvl5BoTkEkkLC04efOzd7AOhklW5eAIWtAqEwlkG5hUiLC7fcQplcj9IJNEiCue4mcND/HTo8fwhMb5ivsWnIYEUorFCB8+y4LkEmmPP4Po6hItT/YTifRjeULDQ3l1MNpNk70V6bQU+6iKbb/7Gh9fdhE7cZHxiVpUtVJuqe/mQJ1A1YHViAebiHrFKGMSPri3kWqdhNzheM6f9SA2KgiZq9A7NcR2CLTJzpMUFRNDgf65ICvu3MxkdB7tpTD9ySCEc1FI4yi46KA9q597bn8Au0WCWAyTuecQi2LMLy5y7ZyVvWt34TAMcOloG9/Q3E/OHWYud7ZiefokM1kJpJXvoKRWyhvHfs8+5WPEtCp6092o3FoKOk8TN23Blr+HFP8Ios1rEKVI+GnTD4iIInwx6SmyO4+gvOVmEo1BOPQK3Hp970KeKNPH5lHNDoBSRSQiZSLHTVQlZrXXwceJUa5OtCEWiWnIrePm2r3//mVwL8GZD4ku30eofQjVzuvM5r7ZEJZjDowrtOhLrme4/fnsO1Sk5jOimsY76ibz3UG6amHv9tspTink/auf8K7nNI8s3YCz9W3SnJXoyGfer8QdENMXmOZqgof4tS4ypHp2yFLZP5tCXWIdsUiYpb5mFuLsbBCP40qbRZuYwnuRRBStVSjUXgIKGX99fDW91lHeOvZX5uKjLItfSW6jBU10lJUROarCdMILHq4aKrBPVuD12CiMkxGOJDEuLNGQ5iL99goCjmkuN9oY6S7Elr7Iz75b+Z8K1NwPfML166Z/O1AC3C8Iwn8kDvjvVSwSSYBBYCswDVwF7hIEofe/NufSA08JU8Mh5pIspCzPY+7WEMfmJ/nJeBnjjRZC6dCXno/RKcchniScOMc3u820yGAuy0rOG2GUpQqClnTSpeN4k1dy7KE5OtxTBN8fo9C/RH1+FYN1SdjbUwn0B2jITUUr9RCal9Bj6yV+yIXTNEpKlhGFJBthNg6H3Y19YQadvg2JtpAEj4hY0IEopZ45hZEQ8aQNKFAoPXjKW9B4pcytEJgtzeUn2gxGbUO0qxZ5b6QB4dAI+i2jBOPiWKaSYw55GCxU8U1HPJ9OD/OZfpGqlDSy9dk8OChHWWxEXHUrP2x6lu/XPsBfW//G+FA52wJ+otpsJLEPcETlqMay0YSykerdiIFZlHRqxEj8CySEjJQphnndWU79tkvI7Q6WT27h8qKH/lILQ/EDVJ/IZn1FhIkDhXT2DZBfY0QskZHWsUBUIsEfb2Y8RYqsVE+6YhG5R4zJrsYlVpIscyMakzJ+6ShxmnjcNyRii1hR2pOJi6UxLg6jE6vZsr2Okn2JfOXQk/gc8dz/khqqGtAlxXGpUKB/aBGjdImIqATzVACF30P3YiMZ4muIpuTI/U7sKQUIk0YyNTmI42TExG4CKikhgw6UKsxegaXEKBa9kyJplIysMOauVFrUegIpNnLzrvCWUULdYi7WYisjJxcQ/e0y0vJcElabmPLrEVQa1i/eTq/VR27QTUbSAu4sHb2aJVTp1/CUTXG1V0zlc6Pc9pVv8MrCQR5ZcSNCt4So0sOVJ6+x7v5t5N5g4g9df2XLn6rILIrjysppFMfiOKXr4Kd7H4EMHW/+4Sq6MJRnm3mqp5M/fjebaKeDVHcAj38z1vBhKjPcsPo2rp15lqFsEwXKUuxvOWFlIx92VRHvz+B87QfcHfw8iqxG4mVaFMoowdgi04FyOscjfMkq5kS+iPbZSV7a9hgn5oYICBHUL31K1oYvsxAfZEHpZ0o0z88bVvFU52k2KGu4fMKG+Hwf5V/YTv/Z/VyuEZGgF1g3HmPBEOKB4kp+d6adHzx2J91f/z6d2SL+PlRGdUUKO/PmsJzQ4/zCGKUf5PHZ2uOkFCSS/10J127WMFgjw2jVUOwfo6FxkVpZMt5IEv9cPkl26Ed87s7rmW2NjY1k9Jzhs1w5OcVruWTp4I78bVQlXs9KcVgERi4LxKICVo+XDkUv69aGOTlxHLFIzJr0dWzI2IhYJKbdNsCgY4Lb86/Hr1h9C3y950kGlsbYmNzAUxXfQSQSMXw5RjgAJRuv0xj450N0HRjimreZXdu249bK+PnxT6nLWMel2ctUJVUgYZZ8k5R763fS2NjI0YV+loQqvrSqlLIULRtf/i0vVD6Ewi5m+lIPNucVlEoFrQ0eMudvR21fJP58H4umNjK+vZOG6p18tfs3JLnD3NK9jegyGbM53Tj7JugKKhEOVVHsDOJWZrBpsxLHyUPMblUwmDrAhjdXUvazm7mw/wUuTeZStOBhLjiHI3GKhS1a0mVJlLTqGRztxbFLTtZQCjGnlsCtBpZ7VnPCepnKf4oyt1pJiSidETzk5xdirNHx/Ox7GPyptEwsUJ5lpmtwCI01lYGaz/jZphu4RbWaiadP0J5VjiPBRrxpiYkuM+VLaajXmzgTHKVyQUZkdJJ2qUCS3kDFVDMdmQYcKgVLMi+F4hBrNu3iYuQcn5euZf7CCNHZIRRbbiCpzIR7OsTihWkSEgOoQoNId91IYCHIxKsXsdZJUHpHWZDF2L3zcwD87ezLlKYWsa5w9b93OsffgpoN+E71odyzGrHmOr+YJ+DhwNunECYkdJt7WdS7uLlqIy9Y95O1oCMaVfPlqTzS1lSjWlWMyOPgyN/upzPiIm52FVXBGM2SVCY2t7LME0fa9BYOKAykLiVi8ymJT45SrxomkpTPYkc78vQaDNps5uZDeEbH8SaYmIj1U1QuwzesZYvZjFjjo3m+k4K9SfiHP2DNlt/yo4+vsLn7KMGbV7Bt3sxz/WMkq40kjLxJhEfIvLGAuaI+4sIq8s8uMDleD6EYelk3sbCKZkeMz/15zX8eUPOPQSLRN/9NUwasA7oEQfjuf2XKf88zVwI/EwRh+7+0vw8gCMJv/mtzGt/9ijC6PwfdcBTlSjFhg5pZ3wQVfjnj8o0kSiMMR6zkiXNYdC+SYAPBYiEgt6PWRtB7dejSPIjiokxmpnEltZdSdxLdrS2kFssxCKvxnzUiiAKM6YZY0mlYJU4k6rUSDAqoE+OYWNuBumsbk4NSlhbacWlnKLCKKTOlIfXHMaXwUZbiJ8e8xOywi0/GJ5lNiadYqCR1MgG5MgNtnAK/OIxEOos6Z4SuNVrWzMt4xrOA6ST457z4K2Woa+NQFMtZ7/GzxqNDvOthgnFh2vsvcutoGKH7EhKDDrxOLiVJWPnwn/njhQDJgwJNNBFI/5Ci2Wp2uSQ8Fy3kt3etY6Bvin7rAGsi6Uw6R/EQY3TcREnSAlZzCCGoZkIyz6m0MYoKZSz2+gidXcGurZOk9as53a9n7kInxvo8VnYsIa0IYgmMElxQk65dxmiCgpbVApnyUpZNO8n29yP1C7R9MoDGUERSdSlGbzsqsQPFDVn4Flv59lYp0d4ytidtQiyCwOACxS93Il2eR0idz5X4PsSSfso8ueQbprEERhg359MfNVJ3uYxBWZROwU2KKUh9Tyc+2zwTdjtpPhGKRBvOrBAyjxaRWyAk9mJyePHHNCjVJoxF+0jZ2kpybyWNRi0Bdz5us5gl0yTWeTmyD5/CJSskN0WH9ZYUllrTqSwVwwk96b4Ykxk69DVjdGrE6HJHaPJ2YBQr0eiM+K91ET8jsHbLLeT4U1mhqeGDj07RUTpBaZ+c5O8WMPlMN9khNba9SWjigzR9NojJnImi0Y38V/kk/EnLwNQ8GWs0CAtRlrLGqMnToWpPZGWOGWt8gNG0MOs6mvm6bJ7tms9zJvASd86EmB7aQKB6jHf6stiuTSSzOpXmk1Yqb25EGaojHFZz1TmDNUHPgsvLV845Eaq2cynipCgui4G3XqTonrV4SxIxuFVkyTScZgx/OIZiPo5zjhbWXvSj3pWL2yOh/bOr/Pw7d3LCO4l2Zpp2iw1TjhrlYIytVflYnm0lvaKJ1+y1mFZVUTWrIfXGk3QfkjBa6qZ0TQXSXw7hHwvQ8bibshYLSdo0qEilrXWJfb7Pk3l/Bt99qZ2Ne+xsy1uLTqqmsbGR09YubpzqJecLvydOpeAbF//A71d8nZ5jYkQSKN0kYmBpnvdbOkm2i1AFErnvkUpEYjg9eZLGqTMkqkzMh2LclLOBroU2xp1jDIkc3Jq2gxR5Ej/t+QvpMj3L++5ibWUlVWv0CDGBmeN2GoeucNK4RHFiA2KxmHSDkox4ESf6DiIQ5pT1I36/8U+szKm8bssaG3nFepQX9/2S167MYdTIkKj6GfmolVVzCmYSRnGbzWRHH8HZMsyi6SBD5dU45/XUfDSEPX6RtG8n8TZn+XTj69ijS3z6/Re46ZZiTppFvGnvJs1tYVV+LkvjTmTnNMgmzEwWJaIVqSl1aPBYZByub+S2YCOv5WRyZ9IGGuetrLxgwVVgpHmZk0fHn0B5dphD687TkthLpbuUpO5SUk8ridxQQofcCgE7tRYx5vpUFibVvCNuId5SSK7KTNjWy9YCHaseKeW+9z5jcOE0Xx8ycnlnMurMGIaeVUhno+wxmslf6yJ25RynxlrRTqmY05vpWKvj8ZF4nCs3ENAkIZWKeX/8Y26jGG9SKZ8Mt7M3t5L64deQGSSMZ92HpdlDnGcGXZYc4+oMlC3HkW7fDcCFt66gtls5kHqNH+vrkWzdyb/4Hb7+3vf59U0/RqP8N/WkQgH4+K/Etj9K4HQL6ls2MrYwztMnnuUbWx8ny5DBM3/6kPWGWpwVNo5qm3iy/OtEY1G+9ckfWVZuJDo3SdmVdhpVJjoSY/yiPYM+lYGXsheRTFajygnhiUwi6k/CmKfk/l35/HLsFe731FPae42imltQbLpey1CY7yF67hTBlTfw46MvoBsuJ9mkJCk/i/7OIBsSywl2d1Ga0strBeXIkyU4+rpQ9AfxamqoXLvArq4eZuV3MCo8T1PBo3iyj/CUZh0ilR6x+TpLvr+7hXfbPkZwqXnkyz/+zwdq/sOk6yWWr/yvfFGRSHQrsEMQhM/9S/s+oEEQhC//1+b88I4fCDctz6C7U0A05Ue6rABDVEp8JMQZvY1rGyKsHy5Ec3aU6JifkFxNhjSDYJaNZFmEOCGMpHSWV5clEurpRX/eS8q6NSQ1KbENqXDmTGO4ZQnvkpjSgByZEGVO7SJushxf9jA97SboiMMuc+KadCFEF9DpdMhzzaRlwY6sELGlcRy120kZ0mGZHsPon2dy4DN8Di9py3Loba1AOStGFqdGlKAhGDIQ9s/itn6GotiMsigPbcTFxYt2UjQz9N+zF5lY4GFRP7ZFgQypimGNnxt3P0zHj3+MXZPPtFqGeX6S1KpyhuK+jDLPyNotQZ574S8UzRoxJcG1sJY9y9fxjt1F2U0duObDHNyvJDkkY0fiHJkhLy3rZhHFh+hbyGBx3EnH7CWkHTfw9SIDFrOFyOlieq+eZTHLx20dBThV15DFRXC5pwnq0jAmLSdhUYJaFkdYpsKtFWNw+5lp7ye4yshOqYI2+SzJij2Ixy1ova340zScumERa46Mf171W/qe6cRyZAibOQl5ghG7eD856lS8KIhTjJGSnMB3dXb22KIMGk1I0j0UTtbgmlHQ16tkQHDToHJRPd7PGZcSsdVDpkiGSJOA3uzHlDFLOCeDkQIRQp8d3f7LhCU34dwY5dZoLs+XhMj056MLWpg7/QH++DTC41C1L59wIIDUqMZ5rpxwkgeN0U1vjQdRvIyAZpzu2ABRt4FKaS3y7G5+rfgyz9z7VYruepBx9yzaeiWnp5spranmvpFabM0ziJfcfLyvDX+Sli7XJGtU+dx+eB1vjB/lm3/4Ip1vTdBy6TKptVKGd0yS9dQGNu5zM17aQfUHNswVDXQ4uymat/OyPUCx0YwnNYDVtAfv4FvIZ26lU+lgj2oFp2cmCGQWcMdDc0wOFpDnSAIhjPny6+irc+msKUL/8TmasHHHrbdx/s+v01mwk03ppQRTvQxHnJQ4k/gg2METxZX0nbrIeesYzekWqtoTydq0kWhchGjMwxqJG1l7hJelXaiy8tjaE6K/zUJcapi0OAtW/1qyvx5EL3Hj+2mEtX/+Iot/eo/xMTfzsRZ6Kufp3lZDTKRiY4eN9pQg3xp9iAOBLNZuDvLrpq+zMVbKtuKb+cmF84zERvlzfj0zC1auGXNJ1kvRtORx461ZGFLgs95+2mdnKctyIBKJ2KDZR9fxGPW3iVForsdGzHvneez0d7krbQ1rSCFerObFSBtfWfYNAH66/33UE/ns3ZnMZ443iFhFZFysxBeZJiNeTl1WMvriTGRluYiU/55p/N2+tylMKKLWXAdcBzUvW4/w2m1PErU76fykCdeCg674w5S69Xgn6/ikvp3bHYnYym+m85qXkvkDlJOEVFnC5PEebKIAHbvXk5Auw5XsJtOrwrj/IM8+AWIbPLwsD/f8DKsvBDh2LYzjvjgyNAq+tuybCJEw/X9/jTfnZ2gpWeDHi2Feyi+hKr4S5aRAf3CS8rl6FJMzKLYuQyaP4+TYcZZ1Z9KvaMfjixJfWohWZWRwbhyZO0yeQ8n8OjvNGQepX8hGObIalTgPPxCSOtCFp9EfmaRv+yZuWl5BMBSj2/E6m7sNXC4+QOp4EuP6ZBwxH99bfQvy4WmuOfto0ASQa+IgHCRmSuNX/sv8ePM/EQ6KOTbdhNeiofLoZ/jL7iJBp0YftaCuzcAdjeJtHcQtSkXIyKVsGZw/fxZXo5V1969G23cV6e6bAPi08ywn+y4xZB2lLqua5clZ3FixFpHKAP0tYLfgXzQQLEvjR01/ZUVVBf2LvXTNDfG58sfYlb+J0590YZ8PMpWmx6+CBVMXjtExnhhb4tV1Pm5OLSL25gD6SISW5V9kuLCZ23NKWWxV8frgYVbXTWNry0fWr8IWDiL35XKTws+4KIkspQi9Iopa7ECUtYrRq6dpN+UzXdZMIM3B9Hg3a3O2EprtoyNgYE/nPmSzYWTLM8gwJHC2922SwucIiTNIjq6h4WvVBC9+yIsZLoatqbxmUiFffiMikZhAJMjfPvgTNXYfq8zFyG+/+/8nQI0ReF0QhN3/04r/O0GNSCT6PPB5gN8W/75u/PECtmPHdziB4OQsihUxJtL1BFs8qKwBVHE6FoqWQ1ISIpEcQTRPiVWEXOfgfImflOn9+JsX0RVtQezLQHvNCYlLlD+0hsXRABcHmwhOO1FLJPjDAmGJiJ6MGHXJG5CJHXjEKq51LqCZ7kdTWEj9DhP6pDEWF6cQWfaR642Q7m4nLJ/BaJhjSqqiM7CW4OIC0cbPKEqcx7uinN52M3X9URaXHIglmcj1xZiVTSCaxWWo4NxokOH0abbb2zAUFpG2robG7CzUARf690+TNjFPwxc/R2aKiu/JLciPJJJ4/jR79yZzaudqAud6KJnJYyqlgnx3K2+UvcGEfz2v7XoA+1KAp46exZc3Qn61wPLuIZKC6UjCcqxzMvxaOQ6/FkcrVNVG6DHbiBwsoivjNGknRazw5+O1NFFbbSIgSBiNB0OfhR7PLLbaMlKDyeTGyei3KIjrG2R4by67emc4W7GColQlb0c0+HRDPNJZQaWuic72FIISL6qolrDBQDhRQZLGRoL8MMmi1QREATIYpC9ZxQlJCnVkE0mVk+5sZ7JWzF/Efkrf9bAvkok1Wk1OdIlWUwDVuJ8kzwQXPVFciyF0jii+aBwOeQitK4IiHCU9A+pM81yZ3IxM2ohRlYAneQqLxcOsOQPNTA6FWWbmklPxpLhIbE+gKKWXwKibSYkesdlFQJfN2I3jdEn81C2tRbwwT/6clJL8VPr6zuAzyrjvpkf5rP0UlwxT1E7m8VDVVk5//SAJGWKSvlXEJ+ouvmW6hxcGX2bT6dWMC10EJQlkJzs52TaHe9cQ9fYoM0vpzI8aeUI5TutmPynl9+H77DK/OpaKNnOMGb2E4kAu39udzSddv6A5Wszd7TUskktvMAH1nmEyQ2sw505jk4jZm5XBYihE/8GPKY5FyLzjfqY/Pc2xP77AvgfuIWDQcXhmmuz4AuzSBK5o/chUNha6J7lXmcemL67nT+9/jLQthOmJGs72uvmcIpPhxSFqPT7+3NeEvSaVHe+H+SyWyD1FS0ypklmVfoDUaDy2UBkuySzl6lyCrdPM2RZ4fb2eprIePqh5hudnf03TPOTZMkhtL+Xu2+sYPP0KWq2W3oQwc8MLbLXpuZId5asPfhve+yOhvU/w4QtOXpO/ydqCcsLRKGtysqnJTOBPLU/zq7XXD4PdziiNLzlIjG9E7BoiEo0x6bFgTsjDZsikRzpIpUMgdQmGJPfjM/vozztHkjSJyqPJaJecxNVC+b4GZHEahEiUyMg04a4RhEAYaV4qsvI8RFoVkWiYp07+mO9kPUZ0zsbA1WsM+6fZWbwekV6DYkUZg/09fHb+aRLiVlCdHMQ2fDt/yf+MbzoyWHvLVtDqeL31RYQmJ+oxPf65OTLapCzsCEGSArtVTbnDyZg/kdnaOAKyFDJ0CoyHD9H8cIgLEh+rUjbxZOVtdC4N8duWJ0keLiBvpJ6h7cfYPTVLf/wPGPMHKDs1TqfUg+aLBvRSH3EXjAyFJkhWyCh0pOP7ppvn33qGXynqaK7WkBSXSWTAgu9qDlL5NYbzVaTNxOgVb2BHwTLyoxJcb5zg2q5S3ui7ys0l+Tw6OsaITM/Lt17iR1lf4rzzPPr3g+QnmcgOKVDWpjJ1+X0Wdt/LMmM+giDQc+EzhJMfYSx7HCGtAEnQzkLL+6RlrGJqKoYkO4OSvZmIp8+DfYRonx1xqQl3/iN0XoZPp35BpaKMHdIcEgoDiLNzeLLtMLWZJewoXcVTh//Ao/IA59xBpt0OvlRcAcsfQXT+UwSJjJMHL+G/uwaHxMP65Jv56kcf4xI8ZMpKsYpPUypaRb03BYkPFqVD5I4v0WwSSPWVURCwsphtIMkd46rIQcQoJeQU4VHNs0NIQC7LYFrdxrNeK6mZYXIn+9HKi7k11Ygu7OWUW4KWGD/T99MgzWRlThlrs7fwo49/zYIuQoM3yBdqvsQrzj4ujsMKxzR3zdWS9vgGHj33IMpxM7eH7+F4wRxpBhtfMdWyeeGf+G3O04gvnqKiYTv+BQeH+k/QphpkTSjCkDKJ797x8/98oEYkEnXxrzE1IiAbsANuQBAEofJ/WPH/xPXTE7W/FrI0ueTs0aLSdiFWSbG2h5hWSZlNzKZN52Ht6A7I7WQsPEnmFQnKrBjhUR3G8Ri6YJiYNoOkJAkzSwvEyedYusvLh5oEygKZOD+9hrzQS9EdIvTRfNIjUtrPmbEOWxjvDiCVCsiiNuKTLBQ9osecaCDe50LDak7PiSmVVTIq9tPlPUvpiIFbpH56Ygam0voJLPeyYqoK3/5xrD3XEIU1xBLM6GtWYhaJiI24sYxoINSCUxpFiM/k6lQ7ntQQ9xQF8PZMIJEkExXEpGbHeLE4i1xFBRW+OKYlGqaUmYiXPiPhykk21KxmRLqdFMFCbm4tOftknDh9lK+I3+cHrmSMTSbsWcNsMhs5mpbDzNgZtKlF9HXmIdH5CZyuojpTx4rv+jkU/ZTwZ1moDAITzwxQfmsiSb9boqrOh6GsgqZSgSynn/mEfLp6eyg40sVonAiVKAObQcq2bBWyfh+ffK6cloIB4tqyuXXezKdSMynRNG6eG8Tkvow3JuCVSFGKUtEJTqLp0ywoq/mgRE7Emog+MY6vjLzGh55MaqUqwsnxSER+DImD/DVJCr0SUnQ3smGxjc6IlOkd87Q6xNw2aCNnXEnWRRGDfjGDXgnlEgF3ppfRZDfCsRwW3PPkGReIyLdg1o1iMGbwiWQcU7+LZWYthaXzfDqei8q9DV9uB9LgBOnLohh0YuKb0vg4L0B0fobkKRMl3jTGfFaGdM3U11SwIm09Lxz6Hb/58D1euPgKTXoXNZ8ksclVgr5yntkuF7rqQiQ36xk614u42UWRIo+oOsL7XUdZ+WgS0c920HjHS9RelKBOWWDwYBE7IgMMfb4OfesCJ2ZXIH9wkR5vB8l+PTeNP8DTHxzgpkdaKJ5V0WctRi/ZR8Q5SNCeTHuamob8MSZsUzhkEm7ct4VViYmIuztpa5yney7A8KKNhlvvYFuVGKnfxcjoFAq7C30gzJXeeWwjS3iKssl3VHNt6BL67BzMWbmkbYrjsseOzrZAnWGRlstDXDUuIj+nQmwqZW0wSN4XooxJxkmUlaF4qp+ComaiFi0Jn3+UD99r4pOEPMZXv8lbhY/juNTD94fjUWjF3HlriBteHeeduji2lNzBAwc/z7oV61nosvKYrZhifRLyXC3NF1Kp+Vw27859yvq0OvL1GQiCwFMHvsOt0Z1MDi0hDS6R5bpGVJ3KcHAfuRUQSJllXhZgfclaRColvxp+g73TjxD2Rch2vYQlks9UVxApPmqr1CQ8uAWxXPVftFWCIBAdnSXcP47g8YNYzCVnCwUlDaQXVvKX5o8QxPC1XddjOhjrZbLpfd6PLtKOkc3yCkrKNjB5opMNO8pI6DmFZNsuJjwaXj0QISj0MUAzsaCNO49I6a1Ssl4bYrLYTqA7l9nBPowhEyqHlNq6eEwZAUa1chYdHt4rcOFPdLJavJrLV6d5adU9nPvgGnLPIgWxyyiLHyRpZy7NbzTzhixMiSBlXjNKrMaC6XA8scdysMotaBdCjI4FKF8qJd5jpaNGilrUSv3ZPbxTdgVFyQwve+9iXltB7y+PEHhoG3vWxvPdPz5B4UAmFG0n/PAwA3OjrJ7dx5HAKbZdDjMcV45UH+ULoktE9n6JS9OTrArnEwkKfBh+lXvy1xPfOkp4wcNSbJpfmgbIMKxkxYSV9LWP0zuiYrPmLeLX30/09HEkBXEQ8tAiSefEJx5W1MbIsaVjzgtzqfUDjLtupiajGIDghT/zl8kRvnHDL+g/+A4juNidbyBc/XlOv/IW2ZYh5LZxnClZzPodFBLDHwgzqRPhKy5gj3IZgjdAu/0kbl8fFwqqCPVaqREpaK+4EVVuG67ZCJbsBRRNKlZJHmRyrpnqfBVdqT7saecYmHGxPWEjI8MtTBpC3DYtZ7C2ljJDHlw6REbxDoqyVjJ38j1alqXySvt+vqzYQObUBFdK0+gfLkEjd1NS66e6sY8kZxEfz4/jKszGp53hc2tu5sT+19HmlZM870bkd5GtSOaMMpVG08c4x+eQS728ufUPSG2TyEr+E/LUiESirP9WvyAIE//DikUiKdcDhTcDM1wPFL5bEISe/9qcbWt+KBQ7piisfoCTGUoUcXLi1SZsadeQS6MUH1lHRNpGzGIlEh5kwTSOOEuO35iPsciMtz3MmvMSgt4AlcvjsOvNnHClELKNIAwukL62CrXWT7KgZsSaiCMSwye4mFpSEdV2EayfJpAqoUaiRJfkpYhF6K1HX2JnSenmRLibcute+keyiIqVNMguUWmIMTqUSKkfDDIjE4DdJ2O5dIBAQIEDPbZoAKNMTsQTYaY1DrHrMktaOQmJMgY6xrlrewIqbRIenwWdxsyAvgBfyEvMZaMvzsyczE2FZBKdQktc8yizDj2mdTUkeTQcWulhyafkLlEfXTMnmZ+o5fWCHtJDCjYtLaNsNIagi6dp3MScaJG8LUvEbbewN+Vh8pVZfPOrfyWrQsmhg81UaRTUjqSiSOgmIyOexc8nY+ycp/6R3/KjoRaujfVSmaXl3md6CHr9RGIh9DkyDn4lH581iSbFJEa1j7ypTKq7i2jJyyE9cApVJExShwLxEiyVOPCn7qHY00lTSojFdBGicQfxOiXG8R7K5ud5PXcry2Y1VPl6SRQ0tKWqOeuqwCPq5BfRRd7VzbHVU89ZsZcUqYgayQiLjh6EqWKumKS0W9Pwy1MQ+y0Uu0ZIbTfhz3aRqltkZGgZXtcU3pCbhuwS9GkJtNn1pATEqFLm8C05iWyLR3DoSJl04UuQEAioUATEaEsSKboph1e7L3H1xLs0JBRTJS5g+q1LSMuyWdispLhbT9QpIq5CSrVZRfI9Oxg8NcLwax3oP5fGS2mnWCXOJuG7EsZVbXztxd/x1ovnuZJ5iC9G8jm3fIYbPrEQVBcw4Ijh2GFjqMjAsHcarVtL3lQ8h7z9VMmCaF5fSc0DduzXHqJP18Nwp58VKTkULaQj08vYcKuW4dgYA6MTrFq+m65+0La/gb3rKr77Hufi2ATbszeSYpSxqg7kMrD2z9P23jWiCXX4Z3xctp0jxR+gJktHKCGLOEkFffECXu04G+v09P71OJJhJ69lm7k5UsPaFZfJSM/g+YwJpAvJlBwLkrXgQLwvgM2fxMdDIb7wwI3sOfgUtfYqlFN6sqtmWdjmxTw3w9prIibXbqBjJMbjayt57Nr3kdgMfC3pFtY1rOTyH+co9LyBpn4tfpmIKwPdFLrrsLgWmY8qiFUms32bFu35D+GWx0GmIBYMM3AiyMX2IZZlxqEKx5ibE2EN2FidFiNolRJDQpy4G6/kKh/etpw7x3wkuT3INt+H2JB83UD5PDA/CSoNmDPh/6PumDfs5Q9Xf8ePV/2Mxz/+ObsMDezetAPaz8HcGE9l+6lumaFNN8V3Nv8WQZAw6bdy5ZKFBn8pgaEh2h2pJKldDKo7iDdJCTuihIakJAx4CJRE4ItK5oNj+AfneMOgQhnQ8hXV56n2n6BJch/utEbS266i1lbzfflljqvW8pG4lnDYz/ocPy2jb7G+p5tA0dPMzU3jnw7Rkh7CqQ+SfVjDOw8fZ694O/JWG4vL+rmhU01j4AzR7St4tDnGX9RpDJtmube9AdmOXhqd0zxwtJ70H2+jDys9TcfRXTVzzivHmt6Ofk0mlpYYa2aLuIsF/rZ+gczuKMumRvgn1W0YZT7KV0n5yvKNSJVinjz4Xb4kuYdrRhv/bDmECiWbq1ag8ebS2eNhuOsyOg1EWUeF2sU9m/WklNUy8ek3eTUgY1X8DSxOZrNtk4mBgycwG6bJeeBf0qanW8A1y8dLAZb1T5Nx5xdpe/NTPK5kYtJsxuRjtJg9KP2J3Lggps/WTva2SnZUF9J+9gWmplrYk7mDBa+N16XXuDP16/z10l/Yqt3OIdcObAljBEV+1PER8uJ0ZMU5cIftyNTNHIuX4lsMkpWQjjzQz48HbqXDH6JEJKU1cY4npz6lOr2QhyvvITB7jqHKLFwhC8HROVLnCuhavMrOlffz5cNvU6zcxYt3bUZFhB+e/zEr46sYVMCkx8XTy77ATw49x2OLOo4JXqZSs1HajrCoMXJAbiHcVo0m8TRP3vE4i3F2Ki4Msmzjj/7zgZr/bcpFol3An7ieTfWyIAi//m+N/9z284J95CAZ8m5W73maAG5GA204p+NJoYxQYhMzC1cw3ptDrCALp2qGuWvZpFwLstgxj0/qISGzngRdAtO6ALqUMewfe9Emmohs97FOk4DSk8LhLicyj4vp+WxkygiSPCuG9XOkiCQoMjzMLuRTp8jlvPgCaZMZpForMRqnaJUfwZHi5KvpZRRqynCe7GDAGeWSrooMdxB3QI5Zo0CunCMt0s7Zej3LO/Rc0gXIWMghcVxANSphskeLeOE8trRUZtRelrtGmPAHSV2ei9uUTEVSA10TXagjarYEWhgqj/K224J8sgajoCK57ziZ6hSUO0McT6nFvyjiu64TXOrJBmUqotk0dNJFJkZP4I36yEta4IPdVeSmbUR+3EqNxEyPwcdCOIh/5SiWxRninpVxR10Fs8fbKK6NMvnTVOxTQeYSxdyR+QW+N3oRnThKVoqKrygSyExdy58/+RHh3Agrc+7mmaGPkGiUJLizqDdVI18cQmdx4jdPkueI53e5/ZgWs1iy6fm1vR6HRsZbDYfICTcw4J/FZLHhnoftxWtQXPgD58wryKqe4tSSjm9fUqD2JqBQien3R5iSOghJ1cgkEeJ1corGLjEn0RMql3NElkh5UM9fu0A+V0ogxUfpUg83XggzkRajLlfE4dhqSmIhgiofEwO5aKUKZDVBFM0fUrdSwnmrCWeRjIAPajRe2glQNZeAcSQFh9fPfFEIoSzMaeNZGkqLyX9Wz/zUENFFMxJ9Cltv3s7w1HFKH6wlmhKH9nk/gXQJU0OzxD2cxhHrRba9mcJgfxelW2/kQNxJMq+FydgZYpgIdzV28cwDVdRkNaB399DhjvByXx+fT9xOvO8iKcPzzAfdKAu+wqGPrZSUJHBq6iCp+gcoLSymoVzCoTdDFIQkJEtCzIU8qAoDWC++T7ishjV3bKGq9ySTIxO8tqRGk1pDljITLSFmD1wkLW0DolQFc/IxRu1DzK1N4MbcYqQvX8IXTGNRmYEzxc+CrJO6AR+BPh+jykKmtl7lb1n5yHKTeCHRT+7ve0hPM6BR5qHMuMShI1F0N6+npS8ZSdwoY8mv893D+4h+JZ9IgpLpV1/h/d0OKs4X8KP7vo5ELOb53td5tucNnkn6EUnCWnSJkB43RGy4B6t/FYd6r2EtSueKo4nXbn2YSIsN59F2TA+uRZsrg2uvI4R9iIz5/MQxydfTv0gsCidsJynpzSMpKZ6k9XqkKjGRQ58gpOhpvPAK0vwMVrOcWJyfdqeVyFg3BWnlJOXWgtcFc2OgT4TVe0Ct/YcN+8Wln/LN5d/h8f2/4tG4taz2jkNWCdRt5OcnvwexEDgX+fGGnxMdbyMW9vEnnZX7Mh7jpYMhVsQFmVg8QH+DjQxTJiaDwIsfW9l4QMoKUYigTMvJ+mI6VEdZ7llAHGfkbKaIzzvNDCW4mZxfQ9JiMfq5TiqD04iX76NdfYjtFXmsTFlJMBzjw08vkndxgtFsNceEfpwJVZR22BnME9GZ1UGWSsLqsQTyInNcUMVoTZEhE9s57dzKgdE36Ugr5b5RM1OWaoTFC5z6VZCNGevJ2D+BeLKBhQ1S3tIeYmY8hkzhInHBx4ahZNpNVXgTetjTO8oHRbvITZ1E49vNi30t/H7tTupj87RdOY18xS08034FfTQOkUrBhNeJ2DiGftbAX4we/mBv5OHb/4lT73VzNZCLT9nPzgoP90vnOC/UEfBomHVriF+awxzqYLw8zL7VX0B+6VlEG79P9PCnPDfXzY3SjcTEiXiGr3BUYsFdsgnNrJ/0nOV82N3M+pQ6lDENmzZBm+o4g7NtNBireWnpDNXZuSyd8ZA59wCzkSnWbtaz6JnHpj/Bp/Ip8jr3Uq4t4prp7/hUMVYvVhKf5cPWFaQoICY+bRFncQO6U03UpT9AYH6JP8gOk96QwcbueYZXFFHkKeXS+U/IDMajxER/aAnXvIv4OjP3VG4k0nkCi2eW55Y60S2/G9uEjS+V3UmG2MfAK+9yV1Uz2e50tsZm+JN4nvRQyvWrR+NqhEQH60SpPDijJvPO2/7/oOZ/l2za/VshdcqEKbyAlyvMF6yiLG4bjvAIueEjpD5YRG+dDEtXCqEDYeR9bsJ2O3KlhphBx6w8hD8QJV4pIaJxEFJpqdmbQVSXhtQhxzKqIzAfZX7ahzZBSn6BijyTm868FjbGZbKneD1vhP4Z13iAAZsOhwyCCWHMPgPyBRGlzjys1acQq7WsHdFz1jDK7nk3lop4lO4CUiLDNE2nka/OwBEbwGEy4EzWEA4EOWY5zU8URkyfldJ3aTVOpwPX8EV6MtNJM7Rirt3MwKVLJMXr8USVJBhdGPwOki0K4mRZjC5fiWqlDqxyCnsu0t32PMkbNpKgCFMVCdIWTqWptxKVO4Lcf5TRWDpj2kQaikXUCxfpPXwF8ZqH0BpqmZpuZ3eVFFFSPhPRRZ5/5TAFiTpKBkSosmYZboinolzEQE0O/kUDMV0eZyzj5JtFrE4JUeqVUJB+A9Hu8/yAc0wHPUwHfXybXfSnK7kjoQHn5H4i/SoCMjUmcSetiXr2a0WsPKVguTqLtXfv5q8z7+GLm2fCl0z91Q7Kau9iThRC3Hee6slzvHJDFpNBM9mTKtYaC9hYuZuvX/kGW5ffyDs9Tn6aU8/FK+8gtrQxUlODdmCMlbZyRhRSTjmTGU6dJnAmDi0avqwaRjgQZTIhnuSCAMe8DWyUBdFnLeFVh5GfsZKbpyFoCZAkn8UhiPlkeYjqIgcn0qXs0qwhSXOFk+3xPB67gciMwFHnQeKKNRjVOrr/cpy19zzCxVMtpPhVzEjcFNxYifChncV0H2WmUmyDC6TfXsk7ief5XLMRi0rDtQ+mGPx9Pzt+vwbn443IP/NRbI5g27uV18OtlKiLaZ3rZKW6hkeaIoiNJv4mXiJP1oE0PZ0//VxH5Uox4bCfdOMNWGxaCqrV3LNew2+OWHDNCGhPHEI9OU3Wynshw4g6XkWCRoFOLUZr8NDce46WhXh0nw1SXrqMpZx5YqPXKNILrK01MONw0p6USvWem7D/cyOD9nSsklxaJQfYMhmPUqViqVLCx+ZxShIT+aHIwwVTOb7fnqEwtwDvPWn0fNxHpM1D8hcrGUg4hvrTeBozB7lfl0ifcTmJkwP0KKPMb+7kpwMZVK75CSKxlN+1vc6puVOUjZbyYNE3qdgqRRAEJn51gIsZRZzTzbIofpNXb3gGTRT46FmEfY9jvRLCd/k8KXfVocxOIzx+mV9ffZGvl/8zS60BTombeOiW3Yjl11O2BbuNWF8PkjXrmbn8Lqfa3ic/mkB2JIJ1zU2U1OzkZy0v8GjpPnIUBhBiiHx+uHAAxBIoWwHp+QzOdzHadZhQWxcVccXkPPAN0BlY8tl58cyTqAxarHYrPzatQ7xsL5bR0yxNdPKLUA5Z1lXINbNYCpsJqp0USerotFtIixXjkk6w+5lFIqoQ8bEA4dwiLmQNUllcyLHGEUojQXYWKZkr2s2b1i7KLHlMhVvYOx5BVq7EnbqNQFSPZW6B7GsSnHlLGIZe5mr27VRfnUeclUTbsiFMwVmsoTl2UUQ0LpH89bv49MwnPDN0Fr1SidK4xDN9CYiDOwl0D+FaacZuy2Myfprt6ZUU3FrMrGORHw89h7LQTtU/ZVOhCDNi7iZbqaZbOUHtXT+jRraMX5zqJiNxhH6vQNaFKLcprQymzXItdR0dU1epT70bmUREe+Bjrrmv8NH6F7lwuI1Vrj4GwpPUbL8Nc0kNp66EudTjRyxpxem1MRQKERP0xImV7BWrcIQsvCfuwKBeic4bYE1AwC1Wcj4oRpCqUSkHuEcSYzIQoD++nNQFgbW3pbCqqBS3E44cgUZ3BzfmVdLi+5BT2k6Wd91FsiqLRNF5TiqU1JvLQfoqy2USxIEwV72DbNNtYHjCBkVqZEN1oBnmfMYAY7o4bggtkiXS86logYKS5UhjIuo70pge6CdOcCOWmRixudmwdycHMo/idGh480U3OSWL7LTDTcnpxG+9g4+uPot3rItDCXvReQUKNUnkdM3ydOZJHElBSqTJ/NptpnDrl/jO5d/z/bpHeazndSrc1YxcU3Nz5hC33Hn//1WgRvp/egH/IzIfHGXPI6U0/s1FhmEnG8ROlsKv4ogtMly0kgsfaFD+0o3Y1o1fEiGQKEZeE8+quhoUcUrWqmUcEzrQOXMZG1UTFQTG2sy4QiHCoiiBpTliYheFq9VUFZnwJLcwopCw1pPFtCOO37UOs0H+MC0lz/JkyS385MzLpCjUhEMB0ss1qPUd1M2vpmmhjf2lfVTZMplJSEU00EBhUgOOhSZyUy6gHhmld3kErcbPYkDJbEcrX8vMQ2fUUlivxRGREzytRVK9hrLW0yRsSOHEyWEEk4kxcZjE2AKj5x0oI0rEYgkpgQ7Kp0fRu3ZgSVnidJWNbNlmms92UyqXcSnhYZiMkig7yEC2jfTKR2hvaaKyVo5O7OS0zsT6xHW0v/cOWWsWUe4o4YOrh5h3jWMbAMWsiC1xWYyFuyjTqnnuVgOKEScuYZYr+ikC81HKtUlY4zqZnEpinTGdfterRLyTKFKTEI2E2JJqRr0oJhyyIln6CLUig/MFEdaOqkmYLMcQ8HGvP8hgiYu33V24rTZMi7kMh2XYVQOkGRJJnLuCx2QmIxKiN0tHwjUHjppcbqy6g08cnxKbOo2xIJNUfzFqcTOF2lTGrp1Au+8h0uLSaFMOkZQloxc10zMugv4BROYKvpjSzpvThWjK9WxrH6BbFWFfyjXa44rICMST2dROqhEiw9NcTB2j+oY6UoaucPdCOUMtUh7YLUa5eRKDdBtlZdeIHzlOIL2BDWnbGDhxld49VqarHLSsayJtfR4f7m/hLk09ytMi6n++D2dJhIuxFnZO7+DIw++g/lEIY40eX5+ZicQmqi4lsagWSAmZMDhsvJM7To5ZxlOj1bS2bSGxaALVWCsvS+tZHFFy0n6Y+wvKGJwY4TvP7eSzv6jQLvhRI0Gqc9LdLmKmXMUv9qZy7EdPU/StDQyEalBLA6T4xVhHl1i0hrGEYghhMbpQFTWdHaTdWMv+FDeh04PUbN/IlSQj9euzyFVI6Hzl7yie+yNlW/ey9MwMomwzVc2VuPWDGIsEur0KlIMlhBfkvBI7h7JzCZ86D5shxuJlO2nSSQLVfvx9xSjytdy8NUSfX4I6U8VPczZx+fUJJIppwv4CnjIP80rHp8hrbsERdJMXrqDEvYWXxV9n+8DnsR9QIsnI4UbZEfpMFqSxDDQxMXz0F9j7eURqDUm6j4jetwJrt5rwVRszHgNrPA8Rdn9A4m03Yluw/QPQAMRaryJeswGAJKmSjQ/9lQ/nTrK8O0JSfCYSkZifqZL48dHv89vsDViDGjxuD6kZiSgLNyEa6oCeJgplCk4vDtObX4TevJkcnQGAq62f4lBEeFiUwIE4DSNqMQPzh4nXZRASXOiCGtakaLioa2bcHUYXNeHO6eZ+drNeW8DTXjuZq320L2TSHxEo7PQgNazEeFLJHYooxxLF9PYGUXkaqWytYE5/leSsGKMr1WztiuBxdHMoWET6MJwvjCD4HdyTfzfl3YO4jXrsJRaKvNAlV1CxaMYX8VOkK+DaG5+xy65mt28Ll5a6UfQrCCZD1z4nWXfcx6zlI7KmTzIk1PAV02HUjQfJN5j4wnQRzssniI8fZEyVzrGCRGaUM3zL/hXCjZOEQ/BdtYaDlwS2GpWk54/xJ8cS8dpiAl1XMSdvYX1BHO+2X+H80BAFVbm82d6MzXeUD9R+9JF4hlo/5va5a2yq283a6hROXlzH5aanUZsGWbeshjrHl9AsLhEbGyIpFEcsqZ9N4UwkO9djnZBR6JXRr7+GO5rFUkeESHSSlNBFard/CdvZGC9PuUAsImoOEEk4g77LQkAsIyu/nszcDNLppT7HxEbBxvD8b0ldjOPtyVWsy/AScysYCQRxyJSkXVJyIaedIxEf9Q41xAvEzAakzfOItRWY51LZnrmS4dJe7HVKtCM5yGYHqNu7AaMmjaL5Tbzl34+2eopbzBuoXZ5O2/6jXDj+c+KM6WR7jVhVbaQnZlA8aufjogsYZPE8Nf8TljQWknyjjDQukScvoF3WyVOppfy2cYyNOdnYXAX/Bzz9/5r8XwVqVI5r7Nx+F/1NmUx3z7MQ1OHK3IkkLMCRKeK8NlySALEMAwsqAQlytJ5krl0MEw4HCEdjBEigI7cHlVxGYbSYsGgSqcsHThcig5WU25LRGD1YpPNUStIpdIlQ64s5FDpPiTiFydgoGx338rLmdfKLYWVKHq2xbjrsVkrnjBTkFFMv3sBSaycfFLfTZlXwDYcVt9rDuFpL+pISnWISR1jE9KQYn87B6uoCUr1jVBq/jqTQwvL5k/hl97BwZJicOjPDjRZKUlTE2QT8Li9StwSjpgaNXIxMLGYSJX1uF/nHP2Xzrho6ZiXEOyOkJi6n0VqGu7eHZYUB6uvMODpyCXzazCaphryDg8yHPLhlMkbKyskwL9F+qZMV5nRuS1pN+/kRTvd4eGhjJZdbr1CRG0G9Pof8mIaBciUbr1npr0jCEvWwPjuRi8F87Pp2XJIAflU9vrCFHXoZH8fHoY33MaKcIMui40MCaJR+vppcS3vwKiNKO+cywqyRzNEdc7DZX8dLLSFuyZQTmZsnoTSCRiXCPO8GjQx1XQpHpBMkXvaxpWOCTzZ8gklm5IO5/excfiOHxsdYG59G5MAzHC3S8cuUdfxu8h3uyduF0NPMg1u/zu2rDTz0SZCCvGss19cRqVxJe/0s1uZa6j9tQuH1sMvUgzgSQZ6YiCAXSNuoZvP91by0cJTvJJSivNxDoDAe1cd60Mo5bnaz3VWMXSvDLD9PNHMvXRV9ZI5VYA7vQPihk5TvqbjZV4h0WsK16nnWlRnQIkUlKHFmBsnbWYLw1kUmfplC9EoET6aLwrZ0JhKDGE8pSTT4ORsyEZkeYbBrA4vzTczJxtmb/SU8WgvXJqZZb1mNUGlHkhVHmbae5uQjRKLllBfqEQaddOPgNy/HuCX2KdW37CCttpxsQeAnv/s7991byqRagT8kQExAFBXw25eIBuTE3VpI7t8O4luXw4xOi0ml5/sHJ3i4IYm9Dz7Cd35zjn1vXkHqiyG0ZzOr6yaHVJrtWgozfSSuthO0JVDf7sfnlnA+d5IPy5b4hd6PrU3ChowUAtkT9CgW0dfuoOrSGCMysJ88zmi1ji6HhydMj+KRvMUfLx7hLvdqMmRpGLszWSgbIs7/OKPvz+Iu7CSQvojNYuEbo2be8Vi43PptHFvuZKfOgOC1Q8iLNL2Q1PTrtuWDtiN8rvQm9JESjlz6KevL/7W8ghAJI4RDiFQqgpEw4y47H3R3cWZxkvVluyk79x7i6ZPIy25Ea0/kV3OFVKUmoI0Xc3liBl/rZcSZ9WRlLideI6Ynasc2F6A5rGf0sBfFLLSIZ1ln20dENc9ypZ1RvZ9YMMqE+jJKRy55ETfvbv41iNRkK8VoxS6WThRTm55No6GPBoeYZImYkjkRJelqUqsNpJ4+gyAyMBSXQlEogCqkRnFOypa1V5k22VH0LcdywsNgcZTouJYt9BBaJaEkLGDLCbO4MMNCroSy4m6EuUVM6fmk9/XSkqDh5fIkds4NsXIpxF9L1ZQemWBJr6L6xlRc4kk2NB3mh6Ih7KFEHlB7yTWL2ZtbzWI0gO7EIdpEUJC/kU5RF7M6PSXjLpZTz2ems5Rqo2QN20idmaLBGOYPxcl8ZdzOXI6bgvhc9PZZtmyv4MlTZ0hRTvKLLTfQFB6gQrvARccAv133PBc7W3AMfsrNizGeGHqatwQT/lgMg1yLEKymI+ZjVPI2qdMNJIh0pCQtIHM7sGzfiXRQypxIx8btInZr1zAwAv2LbUi1Q1QNrkLt6mHVzStZ6PCTtVHLO6OneKhdhmR3PVeXfsZ9JFOZVkJh/ylirmwuZTnpnsgnZySfu5LjOahdQCW/iXdL/pnhCTPfqC8j/+IgG2IqxsIm0s2z5E540SUYqUmy8tbpObbcV8+oMEKGJItlhSsIO+30hhe5OuFgf5sbZa6coiIlZ0fOcat4B3n3PkbCpXbeGeogkBFiUzTImukCnpYcJz+QzLeyHqdLrcMqnGBvVQ0fzDeyNlyMp/U95N7beLxKzNHBFsKxnf+HvP3/vPxfBWoA9Bo5z79zM899/zM6zjvIWrQiVUiZMgQxpetZtXoLWUWJVC6L48TCScavWVGF/f9SsE6EmDi8riIWFmNMLiwQCPoRKy1klWbw3UfuIzdFiyAIjM5Ycfs8qJNlhMM2cgwKlFolUY+U/ukFzPpK5lVzWGJRQiIdP9fdzlnrWZ4bPsQj7jrsKRlMRVvYmV2IbM7G5ekBkhISkHkVWNNUbIxLoVWRQLa0mHzBgUYpQS7VIZg1oDzOxpvm+aRfj2Q6F1VuHpbwNEqvh1RZFuqMBMRGKb1ZesKuIDW2VGTjSyxGA7x9RqB2WQ7hwg20Xh5CJPexZkUyI5mtTA76SOwxMC01kSYOsRCWk5knQtIvY7JxnrFQOjLJAq/9+ThSbTppiVK+9f09jDfNoA9G0CcmISkQqFeFOBwWE5+kZUd8EHckQqtf4Kb4WmRuO897hzErbHwzbhN/GJ0hXWmjxqogU5pINGpnf2IW383cg+Xin7mWV06RZwCltJwP3GZk0RZsSjtfqkjmWmsbEZmdu+cTcDDHDypKyJqfQ17kpWsyQnZeBlXOPG47cI3fF7txGHRsYwOfeg7xzWE3jb5mtKWbCEhU+AJL5NfsoWviIp62wxjXPUi1eYRlS0E8ebsplShYnZHJgdL91FVsYOHVMRBAkIhQZWrI/foapGPdJOdtIT46xlhBLX15qVS+30ywugfezsZ0QxBVlQxxeSWz7nIGQp/whbSfsq1xN3/5xZ/57PF/Qu8ow7F+kTPSKdJdmbwfeI9lyjq2i9fzbvQA93x1D4OrL3BgroXKSCKyvBguxxLJ01LsS0lULOsnuT6RCx/0kSjayIqSJkT9DbiPjTA6mYlGG6As6kF6voj6xGL+2tyBSzxMbdE6Rkfc1FTp0Qx7mJ5u4d0WMQe1BlY4HEQECRFdOQdOXuHzt64iTv0v1y6CwCffPEXtN3fy/u8PUbRrJYqkRD44d448nZksTQK//MxKxA878ks51SugTbSzYuljXLP5XCvMJC1OhtE1iWQ0FVvCCIVl5cyOh/j5jRGmFSFedKr4dmQR/XIn51IS2Zf9VeLmAxTEx3FlaoklzwRSg5RgShIzfi8VxmI+Th3l44vPkjHyLQ4ZL+KJjvFbzwaS7s1Gm/Ov5RE+6m8hMN1GrHgVZ/odnPusm9LFOarrbqLkxBGIRBAlmnBG3RgUOlDoaMkq5QdjnbT1d3JRnozL5iSmjSPSfBhT0Mt6pZbvpRpZF4zy9443eEyqoqj4Ad7pUVMbb6ZD/xF76x65voDyfARPHJHLzzJt/BqusBydPJNR3iTBdzuxRSmm6AT1xONL8PJJOJ1M5RDvLxVi2HSRb+i+yVvvjLNLcxL1+Wy6E2A+3kWDehNZDUpGhq6iXXCTFh/DtSbEW7UyNr7pw3/vEMOb5USjUdYN+rEflDAXs2E1K1jsTGWmuI6sNDW6TDG+5jmMsTFkpXLU8yF6J2ZIcGThqMlBuiGBSWsmh/Nt3Ofo44PqnSBc5K5BD3HWMXp3l5P39DWOfl6MN+SnYS6VgsgOtJvmea65m+k9pRwVSdHOXSNoWUXRgeN4NEmIUkS0+buZrE5kWacdtz6RV2TNfFGcylVVLnFrysh138Zw6tuUHDxNT9pGkgsT+Mv+j3k2v4E/Hj1AvGqe/KR8bqq4gSuXhvjz5PMc3vkRCk0iecZ2xA//Bcf59/hsroOfJknYr3Fy2d7DCttGTE0VWCsO0Ws6yU2x35KuW0/TUjvXTjVTn3kvlStEqLVgWYDhCTiieptHJ6spfGgZfHYUdd4V4vOXMXPJQ7frLHftfpLvjbxAtjGdi2NmxG2vMpGgIloRoODyarIGxxncHCCrSMnSuAxfZD+OkB65y85zZ9zoKkbYOVfIZqeAvc3L1SwJMm2EUmEttxR08J3jb1K6yU+SrZZ2ZigRiemfitI22UWcOsQ3Sx/hx/ZfosoycXXqAuklZXzHM839xdnETeqosvv4dWYbUbeWDdZ6ROowNaFhwkteLmrVzIZmicb3Upr/BAmyJJIdLl5vn2D57tP/B7z8/5r8XwVqxGLRP6rpPvab3fRfHeX0B+0EgwKu3ChPPnY/sn9zZDy7sMD3Hr4XpfR6lVNBELAtOpmxLLDkcBOL6clITaIgN+PfVekViUTkpZuJxUzEBAGpREJeJJ3ftL7CzpzbmbKJsViWuL3qLmZaYzSURjmjvMDtFXdxYfgDfmMcoEIso1CZSNfiFLZQEmtlo7SGAxQJPobT5dygvp3LoU+pVowSXuojI+1r13WLxYjTMmG4hz03CZw/KkczV0CJVYbEFMNfa6BTLkY/FUbvCyHKEjgZm8FUGCBwYoG82QDeKxN0WeQkqjTsyxvB0jROyTUptswkZrfnMD7ZgSMxm4mhPvJGtaQm66mwThGN05G9YgXBuRl6pkfIrFzD6NFj2Aas1BZqsGZZ8a5cR5J1CldUhy3bhK+/j3VlCtoWWsmP+Hk+0oleK2N51wJNgVOEDVFyFXGIpEHy5ckcNshJCgY40P4ho2l61LERZjVmfpO8iQt5ExxpcnBFPsdXcnZQmtLEC9YlwtNS7AnLCWn7SUlws3/WjzyWyxfjKvnO2N+5qWAFdw2M4wjMMXztN9zndTCYJmDZeBM3S6t4c+IIlYZSZsZPk7HscXpO/YnUD7/FFv8S1tp1qDL8lGiTCcXCuEc9ZN+4jkx9CMm2Xf94J6JXLiMuqwDgR3lf5DejfyVVZaR8zaMEzzYjWnYOzXkz7g2JyEZPY4+XsGpKjSo1jsfqv8jfDr9EmgOW5ZegVcXo+XiSzMIclt71M/vgDIJIQIUS7/QVksoy6D1vY0jlJjNZSes5L/uWi+k/Wk4MqMnOZXqTlG1qKb3PGihPMTNkTGe04QKzliAP7QnR+5KE8kkX8oiKjxISkeS6sEpkyHskJJulzLx3jr8e/A2HzrtovOgiFI6QnZ6GfeYUOtW/UsW3vtNC7W01dH3WxN676yhefr2QY33uSv78ybtsUt7GysQEFtV+rn1so7MsGcQZTPS6WRbxEwkuEtBLuFghZ1O7lcCimatNYrRFybS0RHlcegYNCg4UwIg3QIZnBNUcuJpHqFxWhb75POEVVkLRFEriC+jzWtiTWMVSeoCmo3LUeV7uFmuZaCsm5VE9quR/Jb3zR8I02+YpktzK3xs7+eGmlTzf/zH79H6WLs3zWuJ6GurMFHoGaWhdIpJ4hejSNOjFPCkrIDdOyV1iN5qeHvpS5FyTOthrV5CYkIUo4GTNsq9xeOIVLD1Rut47wJpbH2TBKsPeW875WIwys4u4zrMgkeAN5XH+8u8pWfMQxMLULP6JcNTBvsxeou5hvqbQcR/xiErOsTbzNl45d5z13nQOnBWTvlHANClgmVvPw4YFUkMqEsMGxCE5f0wfQa6MEHIPcX6xjM/lmwjdO8LSCwnkLqugL3SVuZ44gg87GLUFuTlcxcJwL+axDsTJZchFEiTrwRkIIrEa6RydIzEljqIcK3GL88iP6XCliHkwcQJ/wyZuWRhEe9pAQoaYn64bZ8efnJy9T0JElotKtoRE5uJYVhq72udQ1lex1NFOlV9KlsiB7sgxKKlGkMbxd9McrrhM7ugRcarMwrz3KlVL8YgD+diEMZqEAK7cAXZH7+aayc2Ad4Z5j5nNWXdx1O2lXDRKVdXNlKeXALDgHidVrkehSUQQBAgHkSjV/HLrQ8y7PHQeeY0kyY2UaM6wLT6f7MwaXj2nJVTxKRsKTXRfgTLdJo5OnuGI8knWJvyAJSdcuAoRRQslUROv5jaTPD5PapqBrZ1DpOUv8nZgnnrfNqJSKVf8A+iceXxSUkXUMUeXVseVEwIrTdCUoefdCR8VPoE5fwrxmZO4ppRUS8sYzRlne8JaBjUq8jUlzF3KoHMeEhZVWIMLiAtAkjfBu/uN9Ki7UGnlWIYHyZJZWVOXx9q4NTSP9LI6bj1xKV4mmk/zq1OHWF0dIJjkJFauxn7OQoZeyh1t2yncVIghSYk2I4u542ewjfSwXh9jobKCOlkSAGPnR7hz7Rbe7W/6/47z/n9Q/q8CNcnmOBSqhH+0i5fnUrz8Oq3zT6489+8ADUAgGvwHoIHrYMVkNGAyGv679InFYv7fT1RKFWhlaswKP8PyKBq5gqszU0TNauYG5PSlungzMkBUUsO9viYOirpwj8ZRJcokUDHOfIfA8mAL7spKSvUGPhp5m1uTt2JyzSDR7EYiVf9Dr7RoDRHhHBKRiLx7KpH2yLh8NIrF5SLNA5+7IZXcDXqs0yEajy3iUepIHL6COy2da6Ex6i0hypMmyK/IIpZcQfHzN/LeJ0vEG61kHLuAdlZF4EofaLWsyjfw/2rvrsPjuM6GD//OMvOuVsxsybJlZkycxHGY06ZNm7ZpyvwV0r7Ft/iWIeWmYWa0HTOzLGamlVbSMs33h1wnaZzEbeM4cee+Ll/W7szuPDoajZ4958xz9FYX+etKMfq3MpCMEGjVsSTPynjfZoLjJmbPtqOKScRWlbCrpYuZtgClNicvRjXcnMzgUaVgwNDD7zStzDHOx+DNJae/mT0LPBzv3M5VxTfwXOcIZdEnWC7lcTw0xd9cEWbEvfRrzMx3mOjo24bO6WaxOpM9iU7+t3cvKy0zyFYfwx4bx2tJpyzu4o4kmAamiDl1TKnT+e3qX/Li0BHWLfwyP+m4kz8Eu5gREyyzVXFD+tWkpBRfafgldy/8Lja1GYAlV/4f9xx5FK/Vzfrc+Xyt5dd8r+Tj/K3vSS5PW4PQaKaHHFIphOJEj8XIEGLe9IJ2GqWarxd/cvqHlQOx3Q1oJnPJnd1H90/MqN5XTpkBhkti5NY9zPtrbub++vsxebV07NxL5eXrqZv5K6Kp7SSTOirrSzlcEqRYmUP30PPM+frNtH76j2zb0MrN3SU8YmzBOGlGlx3m0NEyzt88g2MtGo50PEF/dRhHl4cd6QcotQWYOWOUkclSim5dSNFEPt0/eYYrumvJD8foTPnY2DZM1a7DeOdcyc9vb+fy96Vz3YU5pFISm/b6+dVdM7j1a0f46m2VWAjhaxtFlWlGZ9Cc/F0D0EomjMdq6ZnbQ044A22PgrUfyqX+t00YskyEx7Q458DqsJKRURfz+g9w6KJSREs32ZsCeBcJtMksJicW4XtqK1e9t5DN+n7+1h1GGXCTaU8jMKmlVbWf8ESIJ1OHuDD/Kpo7Y9zXkiIxlA3526kMJ0h1FnFg7iY+kHbxq35/v7llH6ZIGZcus9BYd5B7Ay0kx3u5Y6yKj166mvc7rLxwLMyDHXouMqST6mygsTCb9GPNLF06kxK7ix0jz/D8eQkSkVKW+tPoGN7BSCALz7iH8LFOlo/NpNdwiE5tOabnOpi/oZgl8RjaI0+xnyKCGRejNiZ5PrSb1SMunr53iAFRwC3aQaaiRzik7Ge7s4N1s9fSHX6M0gN2vj0yTFaGi2DDYqw5O5hFgsNTGi5ZE6I5189i1VqkVJKDPY9RkBgnJxUhMWRhqauElvHt1EcU5H6ilvUjZlp6lRR/aR4a0zDBnl08M1bHlhIftz6biT4ewpw9QShzBTmFM4nt+QXhNC81qXKi7gQJt5tAfxcTGw9gHTXTf3g3tdmz+P0iiU/kX8invv1b+i4yco3DQn1vEh8pGvUGDigP05odZEWbleKJEMZkgAmLH2NNDZpl5/F4xkHWxmux7grxkmOSeMsw/jlegooQhqJaKoYsHFHupHlbJofUL3C7PZPvdTxD0VgFLdW9OKV0Fvb4+fX4Zr7nzcaqMiFNtaNz5+CPT2GZmkLYM06eB2kWE2sueS+JLT9mdPgiXojruapAIpLZREXnBziaV8+CVRWAYK60kvWP/prfHXgMa/8GJjR+lIEXeSGznQuNs3BFJhifn+DwZrh3aD85fb2sWfwdfvHMUwhVGpeV2Rl6qQOF8BCfUlATsfPZriFuX1LCB7sOEdI0YSztYrdvilUTc7B4F3Bdjp5D7SHSLfU0jLVy1Zo8usc2MSGGEONO/ANliOYZlPVkExMSOmJcZXcR5z6GxoIktLNoPjLEStN8kp6n2ZiXjZduPpv/GX7c+wzCHERlDGGcXMwzZTZ6OyN4AqUEDg+yzpGO37CXqElB9L5rud8TxR3oQ1hsvDRZR6Bx/mn9rXwnUbz5Lu8cOVl29Ab3KbeZ1AYC8dAZPf4nqq/lN3UPcmjoGezufPShEOvSPJQU6pifWEarahdlk2mE1YupnlKzShIclVroi0eZXJCOadUHqHOPkiYVEXFW4J0aQGXOReua+arjCJMdRfYMFJnlFCzMROvScP6H0oiWO3l+JMS39rXwyR8f51tPtvBscgQRUhMrPx97hovMuU5S6/MYba1HmejHXGXlsT+2kdd7GPVvNqHqnMDvVJC4qJL1H8pD/77zWfKHm3BduwQ/s9Ee2cOc312H7VMfI+2Dn6HmY2sgqiHnR9dxwXmf4ZMzv0ixejWL0FNmTWNe8RqqRjwUKs1kO5WktBLLWUkOXtzBDK62X8AMRSnrPGUctN2EylvCmN3IVVMLmJkxn0tSczBRjm44jqJfYjR3kguMmfgSBxmN92E3laMRAVSxfQyYTKwyzyeUkrg5ZaAzpSQl9IQVGvojE6hEAWrfFD+xXcblBdPd/wqhIEoMk/LlImlCCI5FelmRtwiNQs2NGRfx5eZfolNqqDIXTb+uqBSpuQEAaXwMYba87nlh++h6YkEHqkSYvMsyiTweBWHCpM5jWGqEVJzfXPgbPEsttOxoYXJqJ063Gt2og+pZKrYO+JnXNkFwvJlOW4ijefWkJmJcsGAG5jY37qBE0qFj/tx2thtzqZhfw0W3XEKneztzJj/CUMEh7J0pvO1rYUCi8WEL7u3Z6Gc4qJvbRHGtg84nNbw3FOPTG2x0DPSzMzbGivPNPP23Yb790WY23+WjNs/EQz+rZWxiGz+5q5ef3/IM1JRxcHMja29cTDwucbw5ym9/P8Y3vjGIsbKAusfH8UWSuNbYObxjgAX5aj5xXYCcYDO9ZSWEbH2kTYU5MLyOyRY3eU9I+C7NpKFVTbiumZKleURdMXRj45hbZvANZRpPHu3kc9F22h7fzgM5NYwYJyhRGXmg6RDjoQgrgrk4tUGu6V/Jg8ZjaGccwKO10RrqAcAfTPHLZyYYio1y+0WFOM1KesJxTHtWsHxwJi/pwjx10MTuQ4Lzqg2o03czKaXT2pTga00HKYoZ2HNUx3faH2J33QGyEis5PzhJXs8oWeYSfluyiT2mJLssJURd85kxWsqcrDo2Gg8Que9x5h8fZ68nROa8InTqIPd2b2SJNB9dxhqul9pZFz7CpGYEe5mLRfpiihdciiJ2FHs4SlV1IUFpH2npo5iq/kiwZJCoq5RUbh/KwA4uVZ6PJEk0td3NNrXAGMtjLBxGFxglZLgP10iShfoa3MEAvzV1IlV4cHqtZNtnszi7ggCDzE+zU/aZC+g/XMdTCSVbk8eIS1s4qMumtB1sM1ejEXZcurlMREMMnLcW9Yc+TcPy2Sh1AbSTE7Tfsx29QoPVE2OmcSVHs9uYJ4UYdbuY7whiz65BrBknWb0c45e+z+gHP063d5SD7g4iiRClh+3kFlezoTyT+aUVONrT0dpCHBttYcoxSUrjwZJvpy0yxpMNRxmxeGlUj1FlN3NF5EM4J6sotuXwxYa/sLVvKxeq7AiVl23jh0h2H0GZ++p6sG3JcSw6Exekj7Ayf4y/Hd6PPbKCXIsa/6NbGd/yKPEDjyOlkvyg6m62bFXz657v0R/8Fps8PXwu9zbGpCy260IM7YzQXqBhTX8Oly36CtLo4/zBeD/XuyQW9tiwFniZUOgIFi+jp2YpVyy282zDfjSVaRzw7sXXqkQRl7i1OkS1Vs3hnjBmm4qFWWo6A2M8XG+hc8iOWWtjQ7qb2+dKXH5JP2vnb2bt+THmzYwz5J4iS5PPxFQOj/t+gM/TRNoKEy1HhwlpJGYWOPl/Dd+gYfgw4RdyaTr4EbxjEVSOcY6tvZeKFd3MzznIkX4Pg1NplGYu59J5fmqN9aQXSgzM7MfbsYjLrh74z/9wvs3eVbd0f+vrN0tf/cYfmF566tWe79mNVqlmecb02ipDIR8Ptm3ktqqrX7PvWyGZkni0rQNFMMDKslJsOi2tiR4eGj1OPKLjUnMl7V0d6F2Co/pBjIY4OQY1M5MLucu/l4851mBQaN78QCc07AzQfiTMvpYA+7pDxEQChQIsRiVpliTEo0TDcZKBCPGhOi5aVkr333bgsNhQ6yAuKbBVpSFltTKuzKd4RinWoR3Mvu3TrzpO+P7/ZeCxCKmUGiElwKAj5wYL6tW3ntzHN3yUl8LPUuy5js2BOuYda4AqD3sDYa5Rz8BjKSbVd5xvqo7z9aIPoxRKAB4daqEjPEF2fIKVIRv28ioUmuk2iO57mAGhoLHGSnxK0Nf7EvXWGF/3forhJ7/DwMw51BsVfMx7A+u23MqvRDb5S77Ir3uOkq0z8dRwHeGJPtLVXfxg/g9PxjoQHeX/Wv7OcvMcLspdAkDX1ACPtm/mkzOvf932liSJ5GMPoNxwJclnn0C56jyE7tTVYwGmHt9L6okH0C9VEam8mZ4nNpF1rZ6ITU8yMADa2dzdfC+xvxzlc395gqPxXUxufonNiRzKdGOsrliNtfkAxxbXMqScoOWS/RS9R0vG8Tk0Dz1J8dJS8tqb+IWjjCtsl5I1uY29BxQ8VLCXi2MXcER6nssu1vGMP8rC3HXMNsxmy8/3YrggxYqVKxjfP8ren/UxcPgBLv3NTQx5XHzzB7tYd142K+YW8chd/eR6TIioQJHTS8PTh/DZs0l29lN52QaSkhKlEhIDMXKcStZca2P/HcOoS6O8OPISpZzH/q1NfOXHi7nt5q/xwTUX8nCPntWxJg7lz6Sk04KuN8BU9wjdV9o5L2BmSlmPvS+Gr24c1YIgRkeUxtFV+NIGuFIbxHHDeu4/tJFOmrmiOpdHOnoYfmw5N6ZnsDe5h7RbEqR2dfGio5F1bWrGyuax0HA9Lx6NUFw2TEoR54Lcch5vaKK+QUVVz/dZd8Gn+b26lYbBALd5r6OtE7bpfsUtSiXdOfP4wra/8JuyYnrTw0zEbZgaJZYNeVFne3hJMYaqJcQOqQB9aoo5pnl407TEIkmsLQ9xv9tPR06S/6m5iq8duJNCTwXHeobJcVn4QdWlJIemaH3oAEHRzx9SdXzCUED5+z7It+t/xFwG0I4YCWVdRsTkwxh7iXqVRNfoTPxdbi5c1kLt4WY8Cz/FrpEDNKbilLXn0ZC9n0CqgvcObGF/9vVoo4JVHgc6q5VjPZ08Ee9mLOnjByWXkYwHuavhJ9THzbi1hdykq2Dst1tIXj7Cw+ZKEoMRPqkJc4fbyEyTC/NkC6MpwXqy2e/rorLmIpSTCba1bEF7/wCaK3PJzHLwknILL0xJ/C5WwUfVCj6TLGCXxYZtsoOlZdkEtjdhXFHCyP4nmchwUVVfhcKqYCTXzbGhY3iLSzlyvIlRT5CosYdbMm/knu4OdmqeJj+Zw+LWHr6hGcCcSHBHZjXm0ktIb/bzp7F+xqKlPJP8Cz+M1fCMyY9aH+Dzw1Y0865A43y5V//rLb/hC9nXMfjEHbyYns5RdT+/KH4Pk0de4pspgaF/BZ5oimppJ/vNFzG/WmBy1DPoa2SXIkRPu4NZc0O4W9ayq7WeboK4M+q5LJDB3sleyitq0DoDrO6oJDRwgPvmpVGrXsLifAPd2w7yu/gQKUcrnSElCtswXwrPpCQnD42rhqMNYaIqeKqpDX2hn0+WLuTnnRtZoq/mpcCjrJoao2tqA5qcpzD6x4lGS0gor0btf4BHhZr4SCH2RAw1o6x3NVO+8v0kDpvZ0dnL2EAWHcZJIouPs6J3O/fmZDAREBQVDPKRRole9RgHYtdiHzTz/otnoNfBkV4/9x/ohVlHWGmvZK1llnxL95miEOKUCQ3AIm81vzx238mkZv9IA7PdZWcsFqVCcHlRPpsbGnmirQuJ6R6AWboKTGoVsakQc3IKyHC5WAvsD3dwYLyTcUUztzlW/0sJDUD5IhPli0xcxKl7qgAi0SQ//+EOunqruPvxfZTfuJamo81csLQATbGJe55/iQs9FXiHewm37Gfxey58zXvo1l5LfuEWpBnXIklJxPYfI1Z84FX7aLQ2opMWssUUn3RfwEZRT1lKz+b4FJM6Ja6uw9S5rZSm8k4mNACXpk3fHhiPB/H1H2WquRXrjAoAwlODmJ3zWKWcyR+N99FvcDEjOco9dT8iYk1gMxu5PJJG99QgFo0Oi2s27Pg5ty28jeP+Pj413kV5wRJ+mrDhj0+dHGp6ZmQ7txVczU8P3s2FOYsRQvCbugf56pxXf0//TAiBctFyko8+gGLGzDdMaABMF89l8pnHYTCKLmc7aQvnMvjwJqzXlBEdnUDS7eJGRy3vH36c28ZiFCe1PGxTYg9ZmJG/ggN197BcY2Guej6/i91NfJWFsQdG0KV1U7DKQVeXHoV2DLfkxuaJcuwBP7sWRghretkXbeDzn/siX9r1aayBDJaWLAJgV/5T3ND0cUYME7jnu/Bu2IumcB17/rePwgWT/O4zC/janYfwjyW49QszeeCv/WSV6hl4bpKW+iHSMySyrlpCX2yYQsxIXQpWX2Ino1DLnl8MUrjOSkN3iPEDhdTn7SO7QM8vHr+bohETmtnl+LvaachI46PxVnarMxkzKRiaY2AiPIV/sJ2cqxbR99J2Mq8uISmKsaWeYFC3DWNsPkd0i1Du72bWhOC4fgFHHpXw+DKpNiT4o2srFUWCXGUB1vJsXqrrpbOggCfGthJuho8WpnP7UJL/mbeOti7YWjfOd4Mv8Te3DVFcyocpY03Ld1BVjpIl1IT21iLlHuH244+ztspCWUc6wbFDiAEViy3Z9KWVseWAkwrXZjrn1bPWoucvU89z03iYRGQZQpHElKbkfbHVbD5Yx1eH70YdUTM2EOX92QtxCh377tyFN2Zhc6mf9yy7jPMf7eOJYBPlR+9jJHCMbFs1PlWcrSMDLMuNY2qP00cG7ckxXDO72JkwkxY38ZfRv5EZTDESzuCY4yhLdbO4WNPKaE8u+pSGtSXZqBQKIrEoeqWaT9gL+UzzNr5dp8Kg0rM96mQ+o1yZKxFXtpIoDmPtqqJ/qhnvohr0JfP48Lb76NELdJNBqk0egjNnU2f3UNu8E3X1eRQ84GDLkkmWua24jFEu8l6Kom0TOmshF8X7+UtwlI+pHDytsOELm5mxdgN9+3eim8wkt02gqkwRnTWLY8ePsBIFjREDXu0ATlHGS+3P8Fykjg8VLGWDys3u1ufo0tnJ0vWjPpqOQxg5mreHwpxLuC7SzbMVdcx9yc+TaSHsXTUcizTzhD3I3r3PcKUlg4Xzl1If7mRM6+N/Qn9ksriLy5v6KXba2VT/F5Yu+yxfJsiP/L9ktfMyynorWBprQFlQy/NDvdwR241vNJMrai2Mj7sIeg9QbhqnSmHmaCiPPxcfonZ0EUvUBbRE2ug2D3JE3855QS3FFTFCkzCaiLFqsY/JwSp8qX6sxhBZ0QCRoJkd0ghhexJ3P1zrTvDbYT2P6rtxa80UO00c0RaTtA8yN7YJRUzLgD2LHSMS/ZZ7yVfpea8/ReOsVioz59K2Yycd/kpa7vESSSYZTblw1A4Sy6zDrtaxOpmNwx2mXTVOU7+WnkQfXWkGvlBYzT17n2HLngqiiRQ7DLvIXpDkY57r6eDwG1733oneVcNPU4HI626bHn4Kn3y8f7ieWnf5GY1HCMGiogLmmjS8t7KE68uKWJufzRyvG62UIMPlOrnvHH0+H3as5AbbIowK7Ru8679Pp1XyuS8vodgT5gvfOQ8x3kHJeTk81V/PxoOH+cx1F6IK6cDpZe6qSjRZpa/9nux5oNQijt6F2PZDxNybEcpXJ2BanY0cRQENk9sZCh8lkBfH1SVxg20Rvxt+nt6xZu6Z2Ml16etOGadabURSpJAUSWJj48SiU8SDAawllWiEmrWqJbQku3hf3lf4iHEDi3KuICeagVZnZnfnZnKUWhwFqxBVV8De31PZ9iLltTcisuZwedpqHhh8AZjubWkP9ZFryOCKwjV89+Cf+NGhO1mSXoNJbThlbK9qC08aqsuvQVHy5smxEALdjesJH4+giuuw2jux25xE7jxK1nEVuYYFeDxrWJ9ZxXd/+QkUkwOos71UOYp5rmUnFRElG59P0n77X9B/sZm5sx0oh9RoUn24jdmEIwZS7jCKYwr++v2fMOp+nFW6eay2X0KL/QA/P/ojBvr93DrnI9z16618/2v3op3MovTDmUTHExz96XF69xxj5TeWsOQ3tTQfm+Dxr+2jerCfo/dv4QcffZCMRBuHfvs4x1q6mDEnl1FPiKwJG7VhJya9kokZYe492MUvP1rPgViAx58dxpuh5bs/WILan2DA2MWyvBosDis/+lMjX7uhiIyGOJOhDObbenEOdlMda2NOeJQHFmfxQJ2FYJuWgCpK0Y1ufK2FTKmdnJ/fz+rLtZQNTjJIEVlRF5MjU+QVTDB60bMkOU6hLo8aZnPI2cH6Hgd7O4wUilpyzs/mCf0oaf37aNq0k72b91OS/COqinwyFlzGEztbaTos+H+Fl3Hztj9z++Dv0RbtYtsxL+m2CHabgTud9Xjq3dSUpfFApJh9QxNsuL6btMyjrHDNpNN5lCXaPDbZd5O7REHeGgvWPC3Z15ewYd1C1g54sCdVaLU9LAhpyD/q41h2kPSbyxkwD2FSavE4a+g0l9LormTK40X0T7DNmMN7imsYG+3iaa2H3AEbl5pq+Fp0JR/omUs0ZiK9O530KSuzLBN8IlPLYmMPjZ0eVNY81hXkoDoxB6xzYAAjQyQSYdZlL2J1di4rMrO4MquAOVRxxzFI06+k8pbb2Lu1k5sWrOE9h5P8b+t+IpWrKFQPYcsrwV+8kj/2t3JZehnqORsYvfMBRP8YiWIHtnQXUjKCWlnOjLFRRHYFc01OCrR6/jLehMKs4oWebsIqBTlLV5C/8nzqFw4zkdrN3rY6ikLNPIebiaZ6AroZVMQO4PV4Uad2Y0kFmKEoZXWPwJdhIiEVYUmb4JvjKWIdTUTVSqxRJZtHNnK7oprclIaD3v2sMdTTpJ3HrXOu4GlpikO7tvO9njswaixcpFnJpcEL6MuZYm5OOSW1N/KjkbvYrHie9FA+/bFhDmRNkfJ1s3dyC83+Xsb6Mvl/lvdxjEZGjA1cnV1JdbEXdXScxTkWPmXdQLCwkx8meumKq5kIP8ayWVdSWn0Jwc4naDh6CP+CVlyRYi7KWkjUOMQV1gWEtXCs/wCZA4epTUlExxvoUmVxTXmSrcODiLEsDk32sE5fzOaUhryMj5Of/2mEuphgdogN5nKeC44yOdVFmWUGocltrFVp6ao6THz+N4ktfIKi84c47N6FOZbiAwP1jGZ3U94RojuVSe6IldHxNJodHvaG7yMvMwAlm9g++/8oLRV8PG09o6k+Hj0QeNNr3zvNuyqpqWt44/E9o0rPRHT6hxBPJdAo1Wc8Jp1Gi9lgoH9kBKVCkEylaOzqpDgr54wf+1QUCgVXf2AhnV1TLJqZzVy3hd9+70Nct3AejVvbSJ+Rh62sGvf85a/7HqLmWihfj1j9FYQ18zXb1Roz+WojT407eX6knhLXdag8hVia93N7qJCurBy+VfxRFK/Tqwbg8tYQ0I/g72mk58jTGBzFKFNRAIoUecxRV5FMpZCmfMwtWMqWvgM43FXsnqhjbdZ5KJUahC0Hseg2xPxbEMbpBDJXn053ZIBwMsoO/2HmWqd7gpak13B14Vo25C9jfd7S/6SJX5dm4TyULiPxTdtRz7sc9y3XoVZGGewzkzz2FMmBg6yeXUzWwS6ihnxmeWdztHMnS8Z7COwvwFYhuEvTRNMKJ5MvHsWa0jNc5ifcqKF58CiHx2JoQruwqdKpsV9KT1o3d+1+lvRsC8ODE3w2/3aevaeODTfMJZB9iFXz1vCzrz9NLC9Gw+G7CU1W8p0VP+cH7/8dR0f2obCG0fgKWVdeSlfPMDsP9lN+WQlXfG456vRF3HDtBraNPEbBijDrL/NyzaxMMrcqMRYaSJ9hYMgboWFqivGxIDatlY/UXMX+L+9ASR4FHSE6v12Hy5JByJpFm68MW04O0ofXs29FNc6iJMI8iD8co04qpvnJ3RxeFac8oKF9oJypx3Ziy7FQqvdSNhjCv0iHr+wYhe1+ZtvjSHVbiDXvYXFsLTtLLaSpG5mVkcasThXRo42UWzYw2KSgI+fvXLf2C/TYrsHWOp+9EwfIzAfFSCbqeJLOkTHSRsbZWLodTf1y0jfOxD1USSyzhj1HF5JevI0rLilnUoAuIHCNlHGFuJmEe4QXdROEejee+OEbkKJB/izqWfGeC/n2gqsRwREMpVZc189ibm0FTw4dwxWNEt/9AM6pTj4tBdm38xHe1xzlabMCl7YAMdlEsyLJ/MhsJqImFtoitNoS3KMbpNRhZ31oiAlbBaWO9eSbr2Bb/yxmIDGjpOrkHZyRWIxIaBiLxYvdWcrlaas5ONHAzvHD3JhxIUuLq5mt0nH73k18dd9zeK+eS359GHWOi5r+OC8Nb8U454PoMyqIqoMIhWB8aJSYP8bIC0PEL/UwYhlEY8lEbcph08BzuEUuw9JBbEYPQhvmOmMuRQYjdYkh/l/9XqYScWLdPqo6i9iSeTHZIxtp1YbImTsAnr3MSNvDsDnIwZiD45ECGgd/S7CrizRh439ybyakTXF19U0oTF20TOaw5/DPGetpoWZAQ2D+YsK6LJxmNR6hps71CP93pI7zs5bzjchBelLD3GJYz3LTbMyh/TTHMziU7cTet4tySxq7+/rJiFWypa2NEEGaq7MRezdx95EBvph1LU+lPcBC5VzWpGdSp3qRUn0Z1Q4jweQAe8d7WS1V4yp5HI1zIyXmOZDsYSzewLgpj6h1I4s0l6ESahqDo2jUYfIVRfRPDBLMXkyb2kn36DHmLVtCm22SiREVeQ4oMNl45HCE8fAI19uW8wvfC/xmbBONBgO3jVayK1bH5SUuCrJ07O/ZhjFow5O3iNvLv0ylsYCo+hidvue5hWHmixaSebnkzvgqtmQe83MyKBVxcvKvI9NXzYOBKM8ZR3gwuZmaZDE3289jJDLCPXVP4bQdOSPXyjPpXZXUDA5NvuH2a4rXcnfLM+wfrqfCnv82RQWZbg8pSaK+o52m7i6Ks3PQqM98QvV6MnIduNLMuIuzyCj08NivN6I36Vhw2Ty620ZZtq7iTd9DmDwIxalHJ4UQKIXg5uxlZBtnU27ORZk3i7jTi7liFcsL16NRvPH3r1YbScuchzrTTl7tZejyK0j5B09un2OpYP9EPUgSaqWabFMaPzj0V4Y0EkvSFr7he38k+yr+X/PPeWF0Nxs8K04+X2zLocT2hmuz/keEQoFuzWKSQ6PEDtQhtbTgvfgiRJYSX3M6qsIa/IsvxiapOXzoUQoODzJXO4ClvpSHrN2olpbgrImROBykfkYUdTDASFec400TWNJG8DYaWLdhDYurwhhuXsXwZIy//c93+emVP+Qq0y0MtgX40BfX0DXairrLTuv2JpTDw/zvqi+x6xBELWGu/srFXHXh1dz6u4+xdoaCax5cgFeXy5qixSiKC3FVlTJrWR4f+kweAZ+BQuMafv2r3dx61Z383wc2o109wQe+mMcVF2bylWvLyHHr+fjHHkU75OTw8x2oBoL4sp18+FeL2LMwyfJvVVPywUyU6jBzfjibVeVmZtltdAaTXFGrJOnU0KLW0dsBfdlmilY50RUeJlY4n6lYBvYZRspv9BBxC2b2GdhUYCXPI5G58jIe7Oyg7aEXKZK8zLeYydv/EnWt2znUOw/L6PPM+eAMFHkz6eksJhaFRecpqC528sLENrY5t7OhuIhEVgfLSUOhG+RC7yB5mSray42gdVPlfIhlJe+hMfk8R0Y3Ynbko8/MJH6kj/XSFRQ5BI/Ej5CKTaJwZtPQfYB0rZUsg53DniEOl0/w/ciDCCGYacnipeFjnBeMo154DUP2MgY8szk2Q8eL2jSanTY+WDCLw4ZOwgEl9UNgLpHIGOtj35TgGyXno9PFCUW05FlmUGgu4oHWPpame8gQUYTp5fkjrT1teMwKTNbs6fNSCD6Rdz2fzLthukfRXkytMcKnyxbx3YUXsmT1AqZ6RpnSKlmpayPVoOHvTcdoFzr+2lfHbcVzsY0nOHTrH0l9+gIKNBPUqD3sDXehcdXQ3L+TNFsZSSmC2mgkgyhhvZb5vij/z2hhZmyAT+59kHviYTZ5ssgIRtmnquFi4WZBSzbKAReG0DiZzmsh5qA6OUl0bIqDib+jtJjpiwyiCgsOpQZZX7CQ3mCMg7k67ols572eS/nh8F6qnOn8suAyBoyCgWSQqfQnuX3w14w4epnhX4utwUd0tIUDIR+rksvpUU/yQljB9tEDeJKZhLTjtAxHeXD7CD8ae4AXI0q+7LGzKdiC1RrlYlcluQoH4wkHfx8/wkH0DA7qKHTESIgDLI4uYtahJPqyi8kyrWM00cbx5CFKIm7apxrIN5byi8HnWK7L4Fj9I0RcS1ians6FFbVYbHae627l4vR0gmYbiakgGe4kmek+nj1mpr7NwE3GNdzqWMX7HcvILV/OaJ+F9w3NpCDvfbw/omeyuZlJtxeFUk2x/VqMI7dwed4cDpHPypyPkOe9AqVCgzKznOXHAyQiYyybmY/JV8sn9ddwje4yvphYRSQwwb3dP+eepgcodFZydfZHztj18kx5VyU1b6bAksVELMCfGh7j2uLz39ZjZ3k8VOQXUJlfgF57ZoaX/hXrrpzFQPc4x48Ps/zahfQPhdn5YhM3fmzZW3aMQoObFc6Sk49TZjsKa9ppv16tMWF3laFUalDY0pH8L/fEzbVVcnDsMKimh74+VHk5F+cto9yRj1H5xvNbMnUeflr+ef6n+NZX1R96OyjXnI/CbSf+pztIdnShrJmH66JayM2k74d3UmLwEVDreK63B8WMi5D2uNhmm+RzH/8ME0EXqxfN5osXGlneYKfrgjF0L0qEsnVcYtXT3mYm++rVlBZa+d5Pn6IgJ52MNBdP3nuAUDDGVR9YSCwS58efvINF+QvhaD3G3kN8b8f3uOUvH8FnNKAvslD5qWxGdk4StWcT29vEoh+VU5OrxLA/zo4/DNDTGUCpEpy3wcOVl2ZxXeEyPnHDRXz50VUYXQm+8eM/cuR4C5IkUffkYd5jyKZGGWWspxHnzRVYi2043Vo0aiVKpYLhXUO45noQyunLzZWVDgoV6Tx0/1Yu+/QCavxTPJ2uJO95NS9FalCGh4iafdgXW9Cna0jTZuKZ6CUzvRqjswgprudgYAfPhqxkL5vDwp5hCifVBJfN5VdjxcyvXkRwcTov1v2Vqr616Kwj5FZMAHB+7hJ+2bWFSKCLp5NbuaVgHQOJDj44tojiiVwO1w4ysymH1sInyHHkYlGZ6ZjqY86YmiG3haAuhrm0GHOngXXBErZ7+xnpe4aI1UNbzyGuSa/l0YktdMYG+KbnMzw9XMfjfccZmkrgGejAVrochGAyrqQ9qKNpwItQlWIPzOSOTT3sSISYo9Awu6qXPGMpm/UlrA43E225h/bYakBiiSuNB1u7mOtyUGS3giS9opcmSiQ0THrGrNc9R4UQpDvdDA93MOIfxzfhJ3JJMcq7NqEvXMH1l15JdUuArif38N6uKSZ//Ry+7z9PzY/fw4wltSg9+cyPmdg0to+e+DhzxpOoCuaRYTyPkfguKnU6GhMjJNM82GPdVCvauM3Ux4RiC70GBfGeHm62BlDPXs/EwYexlg7j9i9ly2APq3Ua/KYMjvtnop+aok7dwgN9L7BS76Ux2kOa08PybBsHBnroK7qa3fUH0OsFq7ILSXUdZjyrmgsUM1nCEuxxNdWRC1hgWsK9ugijdU/QnXCjEioG6qw8q+tmndbAF3KuZkjdz48XXM2Qax+WKR3DteOoI0nMGZv4nPUmWqX95CUXMTyhRW300yZNkTDFSQ1bGFX7KYlqMJu8POh7nt3Rp+gLOcifcjGR68U0chx/LElS0U//wAycqTAqfR4jgSDJVIrSnDlUiEGOjE2QVGiYk2bizsY6MsxjfGpJNrWZOja1BPnLPj9/3efnc3vqSMQLeCSSyd+P9XHMewGJWTfwp9Z9PHJ0jOebAywoa0elrSDNUYnBaGXLyAh/7uikzZ5PIqucI8WltMa6eU+tlccOS2SRj1ll4Brv9fT0XEJN7mwuylrC8cboGb9mvtXeVROFT8eXZr//bIfwjnH5++bT1TrC3q2tlFZlcMFVr3+h+1cJoSCVSqJQTE8ETqUSCPEfnE56M1Jo4uRDo1KPedyHIn0eMH1rdoE1E43/7PWAnQ6h1qC85mb4+28INwVQnZdAlzYP67IppiKTjP7Oh2TIp/yeQbYc+zl5n1/A4Y56xvwTXFi5lGiykq7m7+FZnUG/r56Ce/Px758g6urHMGM2Sd8oz41GyS53078/zG8OPs/8FcXULi5AkiS+/8lfUZWfRccDD7Dk45dRvn41AE6gqNzLE3fvx+8Lsv66OUT2ZeJ7bCtZi8so/swMYt/ew27TFA9+o435tW5UKgVGt5rZN3tQ66cTknUr53Pe8rn8/veP8cjnn2aFtpTKWypRLLSw8botqOdcxLVXFfDc5gbWrSxHkiT6n+9l5u2zX9VOX56Xx+/u3MhnBzqZZe7Co8/FpYmzqylKmlXBRHczLw1biUpqkCSqJ8b5lqeIeCAXk6GL5WE9GRdO8H97j7DBWQUpBcO7y7AW38sO799ZpS3AObSDoQI1PRYPqpCFoWgvu8eifD7jfLaHD/JR25VkBtx4lI1Iw5XcN7MX1wM1uFYcZiKrhImEmoGmh4l5zRhCPeRmrqYh1MBM63yUeh0Z/kKqlT38xn4A08gYtxgzeHhiM/4gxLpqUZtVuMYKudfyNIqJTMpHDPxIbaDaN4EvoMemiWCx1eFwZHFL5gW0mrfRrk6SHVfREs7gfFcefw81cWnle2nrinI42c9VAR0v9PSRrlFT5XEipZKgePmzaWNHI3leL0Kh5I3ovQvJnryLUCITUFJo9ZH8WC19v6wn/WYHMy9ZwUxgYMdOfFvbyPvfq9FlT/cGhRxOzL1HuXLmKu7pepTbdAUkk+OohZVcyxU0B/6AUoTpSB7H4QmT26OiJecCqoP76VI8TY59jGExk3jd7+nNSVI+6mbCY2G0r4dr0sr4/sBzzLfNxTiiZCxNx87gdv43/5N8o6uBepKsTJ/LLGUtnZpulh+ykJORz/7EIWaHp0i6zExN9fOV2avJiCnZ3zfKeLORzqiB7yRHmBEr5ndD9Xy56lKy7MNoRiZJTLbzCffVfHrwJ1yftYrMKSd76tX8LXMjdwxV0ah7mHne9/PLic3c5lzD/olOhp1b8E4FeF7Ry1XNn0Q7/nO651YyHhtCBGqJ+yGgsqBTBTGox/hZ76+wRwpZbx4mw1GKJdNL/1SA3b2DmDRqchx5ZAZ8KI1ZHJn0kjS2EB/J54h5kEWOAq6ofvm69/ShFn5Xs5LA8GFM7jn0B7UEx2I0pxyUSNuoLnZTbJrBb7ub+GReLZuGhzEqVbwvL5e/d3ezSExxbeZq/jr6Al/NvJ5bFth56NgkwWA6UmcPM2cdZanhEsYnEuh0775+j3MuqZG9Wm6Rm9yi179j6t+l1TmIRsZO1g0KB0fQG1xv8qrXd6oeleJAgnG7k3+8627/MebbZvzbx3i7qGbNRTz8G4JBCD2wCeP152HIWo3+mmrcFQ/zxBYHorOTHZcPsSpvIXOzxvjZH+/hG+/9CNpjfYQVZtp9fczUWtGnu8gLpmhX66kLBPnmV3/GqgsWc8WG107CfuGuHQyPHMczoeCGB3+AwWF71XatTs2VNy8kFIjy5L0HGBsNMFNhQ3PPUdKun0n55+fQ/fHnyfloLk9tG+G2myswGV++mCamYkxsG6DphTY8fQpyS2ezJaOFvZ0+EtsC5JZVklXhwOnQ0dI+wmUXzmRw6wBpS72v+fkqgfOzMhiSJLabsslMuWlMn2Buby9HNGuodWwjrjCwfOliRPs+MJzPY5NNvD9nFvtHo0zFN1PLTQyX7+QPL46TP7qCSOluPl7gpfV4C93dx6mJlDJfXcaQycP2wXayRo0EHZ0cMz7Lp623cbdiCw4miXRm8+z8cVSZgm7nFvbG9VwUnsHPaWNZfRPu7jK2xMsI14VYU1xEV6iVvIJixvbVsT7zGn42/idCmgb2JFS0Dl1IXnguVy6wIATsMNs4EGrkheTv+ESBlxZvHzcVzmBLKMAe83FqFSpiOgtSzzC7PUPkh5LoVAaGoim6I0EWWDOYmExyaMxPZbaZWDiT5EALa+atAEAa70dhn573NjA6iirlx+l6895YoVBiyrsIRfezIFQorIUYyhZh/J8EQ/fsZeThgwBocm3YPl50MqEBCAUH8cxcz8zGrcxMmFHNPY/QyA7UljyUQkO6fi0mvYKjDTtRVp7PC/HjjHU9xKrq67E3dPMtitkQiBLFRpkxi9hQI8844aZZ60iLgyb0DAWmSqSOjfiyfGijdlo1rWjRYFboCCuNxCN9TGr9KMvWUnj4RQ5oOuhMX02ZTjBuHOP5oe0Mu4bQSzZuPc/G07vbeKZ9AyHjKF8gSZXdS6dCS9xRyv72e2hW1lKcnM09LXWIoAa308APcj/MYePz1LQV0tv2F5bnlKKwCjaONPP1ovfRFvwr5ys38JT+Rcr7zcwyX41x3Mdf64/y5YJKlFIeekcG3xx6jHi8keKkGnv0CNbaLyKEIMtiJstiZiwc4fBghBxplEOTNuwaLfaUkzWeQn5dv4sZNblYTEokSeKor43CVJjIeCsZuctQKFTYTFCRpmVxfCnfr3+KLxtreHa0l0X2TAKJJIORCNfnTM/xXKX3srfrGGsc80jFnDRJeyjVzOc9tTbiCR2Hhu5ipuE6hBA0tETQFsg9NbL/Enqjm+DUwCuSmiGsjv9sRVehMyJFAgidCYBSbTpP+/fxXuN0pdjt44f4UsE7vydOCIHkzcFcbCXUGiHy3G505y9AGN2QSmAvceNLtzK3R0mHvwOtTcunr7+a+373B2rGRti/Ts/FzWv5VeRurtkwm/ZndpBBBl/54UfY+T93sOzi1w6ttj1xmK0/e5jCvgGuf/Y3r0loXslg0nL1BxcRDcd57K697P3jVm6ozsc1w8KyH67k2c9v5IplRfzse4dYvygN70SMxFiEhAqea+xCkbSSs6oKy2wjy6NFRMIJup7dSvrHZ7B8aTrdfeNkZdiRJInBzf2v6aUBCB7rw1aVxacO92H+4Bomkgoeul/LhKmHEZ+aXr+JznQtsQO7WStGEI4ZrNjWgrNrgAwRJTk+i8jR/ZSJbGJRcJc+TEU0G8VLcQL2FGNXROkZTlHnewnbLjeTpgC7qjNw+Nbh75Z4KfM+4kkb/sNx+l0qxjJHmeVTMRlcR+/IFEccanJNFuxltSS1SY6oR6n17GFn4yqGY1E+OkfCXlBN/bH9FJc6uVBzGZ3DmzHmHWCmqZdQu5HdRhPXpy1npK4Vb3gEV+XVqCfbiKYSAOxTNHCrpoQBTTrhfh+N1gAXKmN4EnlAhF3+Aa63VHG4Oci4I8Tlzjwe7M1kabjp5F1OqaF2FDlVDPp8TATGSHfaT3vIValzYi654VXPKTQq0m9a9Krn+ru3IZ0Y4komYwihRGlPRzHnUlAoEEo1DEukEhEUKh0mSzbRlgcoyaqk1T/BpbnLSNM6kY4+DI5yvqwIcG/Mw00GHcZIIz2WfKwTfrILLKCHcnMZcU0zGq0Ts05LcVBN93AGLmMjnsQ8no/XcbWlloHgIIdNbdSULmFkKsRvxC6sSol8dTa7Y49whVjPfE8pTw4fQxN/mM+t/RJ/e9HHk6optr20l3i+iQx/JgGFG0dPmCzNXFZl5pHRE6BBb6bd9CwzxHLUxS4et8d535iWgxt/wce9FfSOP0yO+1IiR1q5dKyNpypnM+NwEI3agN4TJTo0gGNmNQ/0NnBIjDInvoBZBBg0rkU1MYHbZj/Zvg69jiU5GWxpDzNTPUKrlEEsrqYDP/Y06OwJEA/WI4hwR2KEi+1zsThLUShe3YtiVWu5JXsWv2vbyfy0MhbbM/lTRwfXZmeTTErsPxrEaVfh0KvZ0T6ONZVBb2iEqGEzLrJoUxwkK5WNVhjo7osyZB3lka7W0zqX3knefX1LsncEjdZKLOo/+TiRCKHWGP+j91R4i0kNNAMgxcLY9e6TVWLDyShCCFSvM3n5nUZ56ftRHH0BYbWSiiSI7jg6vaHmOmZJIxiKs1E0T/Fw4/1UsoyRlue4Nq+SqRvVXLanjL5aFfPWXELa0gL6EhOIIRXunDRGx2Ov+aM1cNcu7v/Nc0jxZi7++/eY3NqCf2vzm8ao1au5+oOLueC9M/nF5x5iz5MtmJwGjDcWMpyp4COrM2lsmeCBkQi/7Z3ky4+2MBBy4liaiXmWEZ1WhTdNT7YiztINRaxaOz0J+5Gnj7Lh/BmM7BrGsyjtlH9k/TtaMJV6UDpMqLUaXAYV773KjdVi5RrPBFFHOfnDPSSPdNDYn0O0vg/jyipemhGgfY6eTVVOdidmobKXUWWKYZMyCDnbOZavRDvjWt47MAuHq4jcSBh7cSEZ8TVUPuPEGhvhCvcgpUXLWOAfxaDuIrWsj8sNBs4vvJQbZpXwk1UzELYW5okE88rPY0HhOlYrs2mNKZg16xgr8q38Ylcv36wfpTuuI9C1hO19myktncFHtNfgzyxhU5GCF6QmdOHDfLL6CmbFVXw3to0Ftnx2+zuIKeKEoiFaNCGWRQs4lNOPOR5HpcyhZzRCYtTI6HCSkZEkPW4/V2ZnsXlgGKc9HX385WHamH+I+uFxUlIKq3IUu/OtL2NhseUx6W+f/rn5mrA5p0tBCLV2OqEBdBlLCPdNL34oEkGkyBhFObPITpnxai2I3IUoln8ORdXlGKzLWCv5uDvQzf2WWo7kFrPSN8hUaLoi/AXuJUQDY2TmL+LQqI+FFgtztUUowhk8MHicD9lXcP/kAfwxMy+MbuWrwfs4agGjvZ+fOW/jStNixhMeNvu2U2Ry8GDHi2RZsylOs7PcO0SZVk/x3F6uSaqYnX+QDpMdAzsJG37DUPJF9nk6cOX5WSguxy68PODfS8aIg40hBc2ZK5iyjeLqSKE8uhPlSCOW3Hzy3bkMFjZTU6nnck8VTaEhtk90c1dgO3NjNbhFnDyniZmls4knktS1txGKvFyiRK1UsqygkJaJJNr4ODVmN5tH+1iAhNDsoqpqBoUzF+JTw4TCzK/q2/nu7hYe7Ooj+YoCunn2PK436lhiz2L/2DiVFgs6hZI9h4JUFOvJy5QodTgZtgS5KD2frXUWsqVKEsRZKC7HoLAQjsQ41j/BxmgX3y97eR24dws5qZH9W4RQIEkpYLoezD++/o/e05VLargDgGT7AZT5tSyxz+LhwY38sute3pOx/j8+xttFkZUHU34s1y4h3OpDSiSIbD6AMDio9GQw4U5wqM9HadMYqacOkRso4GjJQYq35eH5xCXsiB1iWdYK3LVZGKNJJJOO8cd3UViTS+O+9pPHGbxnDzsOdtLvrCc/s5qiVdVkfWw1E3vbCbcNn1asxTcs5uMXuKl7optffvEZ5lRksamuE/MSLwvXpBPY10JxKM4f/nYRX//dQi6/qoCF89OomemkrMRGaFMjZTdNFxwdHJ5Ep1VhMmrpf7GX9DWvLQkAkPCHCW89jmn93JPP6Y1KsrPTaXPoKTEqScOENlrO4+0Onk7mkpnIpLnNTd+ODCYbs1i7rhhP2kZwHkM9mSA997McM5vQqYcRWStRbVEQGshkv85PaHkDvnUtZPl89HYPMvTsZsasdoLuAZSpC2kLzmUwNp18mVRaqgwqQmMglErCwWFKzQXoJQexpJo+6xbMhU8xu6KLqDFFrSpBJAsGrLvoHn2e+dIC5idWU2GsJhnxQdKPpErRJTrpNR9g11Qjx5wtZIc1jGkN6AYn2Ug/FYlJskLrmVRPkp9l5ZryfFLeGFkGPZIk0Tc+wcqcLECQikdp7+5gMhanPC8fj82MQqFEcQbKWBjNWQQme5ia6CIWnUT3ivX3/kGl96BQmwm0P0yo+1lw1iJJSRwWK8PjYyf3G/CNQipGZUYF36h9L5/On8vNObNweLLo7mgkkUxSZMxB0X0cVf4s+qQARWYVTmWcKlUavnCAx7v7+JhjLVXRFDMmzVxjqeIGfwrbRCl/STzI4zzFtzw3IEXzuL3n+1yp1aHwLgBArUpgNY3RHUoyqW5ka0ucmrwEM1QzKVFcjHYsQMOoRIm6FpVQM5SYoGtsBIvOxjH1FNn6PbQmi9DXXod6ziWI8tlIkpnlukIME4N8t+svbB/ezq/t7fx+ZDuLovOZo9SgMkUxGN0oFAoyXC7KcvPoHx3heEc73UODhCIR1AoFy4qriAWDaH1HCE32kG8v5TFJQqM184OO3WSqM5nrtfL52iI+N7sQzYiGXxxvI56avv5Of4AQhBMJDvn9zHc62XcswLAjwKbxYZpGOjGZvOiVStwOLXpbiuP79XgTZaiEGq0hnUNH2tlvaWOmIYtE4N1Xp+bd8bFX9o6kUhuJxwIk4mF0r7Mm179CCAE6IylfD6mxXlRlSziPNB4afJEFtmpy9N63IOq3kdVBqrsN04W1RBt60eXZCf79OTRzz0M59Rwqn4aaZgcd+uMUa4qZ8YQJ8xffgxCC8cg4Dr2DxoFmnE4VoTQVvb/byvyfXMOdf95LSW0ew3ftoX8yyIFQK7mtcS7+48dPHjr7k2vp+MZj5H35IpTGN74bT6iUaDIcvOeyElp3hLn3/20nNRXis4/9jYryDD783fOwZ5tO+druJ+tJX16IQj09MfUv9+3l4x9YxsieYdzzPKfspUn4Qyj1akilUJpffSdb6TwzA4/aSOQmGchO4As6KeqB/o4eNo6lgU1NafkIbcEBtrf7MCQWEguNo3WF6TEOUylyCfoK+P7WTmY585ivrCPLPZPI4Dhziq5Ck6UlEQ/zdOsdHNQrWdrjJZYKU2Ixstvfz8NDLVzoslEednDEneTOvj2cp1DhcJZREYGfdW1mmbaUBWYVpcZqxtMO4c1cQLR1jFhaBbrObeyO/JHdYRMabYS/xFTM3LObUX0F1Qklx3xxUuY+BlXtVI/oyVAVssl7lOAU5Jgt5FlU7JtIMByPUqCzcXdPDx/Iy+OvDW1clJ8zXQsru4LeHY/gttgwVq9EoVAwPFiHw135r56hp0UIgTdrMcHJHtIyX3+BQ33GUqRkFKHUIvk7CQUGSHdm0dDVgSRJhKNRkqkk2lQfrrQVr3qtunQxBYefpanbRkVePjXabD7f9Xuutc/BqcsmGjnC7Mxq2vvHOT7ViKozyfnJUcqKbqZuYj8RhZN5fh91YTcqocSb42K1vZZmhZp5iRh/C47yj9WgwvZBsjRh/tqjZ21hgOrGeXQb+8hsPsSw+kOsKd7IHzp/Q65xKbsTreSNu2gx7+PydBWTwSU84PNR33yY24qrQeoiFnQy2bODFVkrWKPSs33/47SolHgieTj1anpSgyxRKLE7Xy52qlIqKcrKRpIkAuEwI/5xAuEQFoOJWbllHBnxsMCW4GcDfVSY0vnokedpjwT4XeX5HBqfpHEiCMCKaieOFg0/OdrKJ6sK0SmVGIxpPNVxjEuyKzjWGKJB7WeFy8bAxBTNfT7GbSpWZmezcWiY2U4PWmeIw8cVCCCRsNJiasCmyuLC9AyONTW9xWfTmSf31Mj+bRZbPn5fM/6xZizWt6b+i6pqDcmeOtQ1F5x87grvGpY63ro7t94uypUbSD59L9ryLFITQUSaC8MVK0iNhCkfc5JucbB7fTE7EscJHezB/PkPI4QgEAtgOFHx+Mmjz5HhthBSxJHsDobuO0aVUsnPz/sRe1sG2NnTj17RRWbJXNIq0k8eW6FWkv2ptfT89IXTitW0fg7Bpw9QcV02H//zhdz+4JV8+LfrGCsVKKynvpNmqnMM35F+ss6fvljf//ghlswrwGjQ0P98DxnnZZ3ydeMvNaEmjumiUy8nM+/8DIYGw2QE3GSYh9HP1+Kt0aBVDBOMDlLSp0UQwmxSs6K2GK1hupL4/e0tdDVk4D8c4StLy6itsaAQYXrGjlFlnI1GOZ3cTSgj7I+bGZkaYKmrmEvSlxJJdLLMbmK13cDvexoYG0txedFiZpoz2TFaz1eOvsSWhkGyEl6uS1tAkbGSnkg7CoUKSUqyruhqOqcG6ImlaAmO0BtppsynZYNWyWppFEfBFHuGpmiPDqFIGhkfSNBZHCYpOumdclJpCFNiXE0sOkFAoUIllDzU189VWVk81dlLsc2MxzidAI5rc1BrJPQmCwpHBqlUgmQyilpz6sTzraBUqrHYC1C8yfCvONHGJst0744QgvLcfIRQ4LBYMdGPJ732Ncmu0BpQm514k5MMHXiejKIV/LT888zJXIc5LJhKtZGtt5OhVzOp1GEZe4FdmkwUKKi2zqNZ7WZnMMp1aZlc4vHy3bbnmaNJIzqlY4t9FLvaQH9ketiuz9XD5OQwK3K9HB/J40/mbp5MTfC8zkhl4SQ1ziu5MWs9xxJbyYr04nW2cX76HHxiCfdOjlMjzIwHEvywbQ87wgFCGj92QzFqtYFDzXXs1Nv4cOY8nPExNIF2CoSPnIw5p7wjTQiB2WAg15tOZX4hOq0G/9goBRYT+pgCnRIKDE5MGj3vSZtF82SQSoOeXLWS2TYzz/QPU1Vs4DxLBj882MrmoWEe90OxmGSkO0WDNMEst5GBiSkM0SAVNmgNRuns7mIyHmOpLZOXprqYV2Nkbo2R4moNvckoVqUJXSLJZEzuqZH9F9HqbCiUavRaM0qV7i15T6FQvSqheTcT1QsRj/0NSZKw3rAc38+exHHbBWiXzCQ4uZC0PXvZ/uRLqJwRgh9eie1EHZdHWh7ikqLLAIiMDeAtsjDaZSCeUpH/9Q1kT0WoDMfw+wJsf/F75D+iYO3vb3zN8TVuM9bFxYw8chD3Za+drPtKCr0GhUVPvM+HOtMJwIyydDK8Vu58cB+JRAoECAQqpQJzQkK/pYuCzy3jaH0/G7c1UVacxpL5BYweGMExy4VQnHrCauBYLxaHEnXGa4cxAAx6BZnFuYyNdxIeizPpm0A/qWdZgRcRMPAAA+R4Mxlq7SWodOGPK9nh02MYMbDOrqDwYjsqrQL3lIlo5hzS+w6hWzad8IWScb7WuZkao5E5vnGEUoVSKKmxLmAo2keGzsk3XS7+mGggNNbDMnsWsUg2SwsW43aq2TLewl11DdxYUUEoEcCjdxEJ+zCYvFyT9R5iA49SpV7OaGQjj4WmuJ1a1AE/86aGOGhzUR/soz8iYUykqG7No0A9iwOF+7kKLQ5dBR0Dh/EpDGQrjBToTbSM+YkkkiwpmO6l9E1MoFLrkTIzUeZMF6EcH6nH4Xrzgppvp+lkT0JKJREKJR67nVBgEJXagEZ76hXvleXLsNa/hA+JLslIXiqFQudmdNxPUKemr7sV7VScTIMGVVBNe9DIs4HnceomGIkcY61bEB1+EEfB1Sy2V7J5tI6rI0l+qjDz0YwcftG2mQxNiCHFIDOMa3g21cwl6ecT8vXjlVYRLh/lrwOPohPlxIVgpf0ixlqmiNjdKJVm/ti2h/+rWMrwQD+GJOA7BA4Pf45Eqehsobe7Hr1Czednr+Snh4+zprAWxvqpyC9GpX7j2lr/4LbZEQiCkTA1TjuJ4Tibhnoo0rrIRI02mcCoMZBhNtLpnyRbKXimb4j12V4+bM1nd/skeWoP8VgPY64QWVY1gXCYNEUKT3oGwbFhLsgsZGNLB6XKJAf8E9SYPbww2sl8Wzq/7TnCPLWeMqeNra1tFJnjb+FZ8faQe2pk/xGnpwrbf3jX0zlLpUZhtZLqaENoVNg/sIaxXz5NYnCc2hnLCaLA83wPt9z8Xf7c+Gdgen7S8dFjlDsrGJocZkZMwj3bhEUo8aNhqm0SlVmH1WNhe/fzLJTKsGaW4Co89fCffUUpkS4f4Y6RNw3XfMVCJu/djvSKiYcOm4GP3byMT31oBZ+6ZQWfvGU51y0pJfe4j/IvrSQQjjPiC/CB6xdywarpP6x9z/SQdUH2KY8hJVPEWwewXDz3lNv/oaxQR1Ly4nXZsFvHUJSraFIGudBpRyTCDO1L57FJHb/bHqGtw4ojPopqTivbZtdxR3AzCSnJxHgb+rQV5E2l2Ckd4PDkMD/rPEB5eoywIshCTTbRE8vFCSHw6rJwaj1Ee/u4rXIJ/niEH+4/gNNhwO2cnquy2FZIJGuIvUeC2NQewioIh0ZPxq2wuGmLdqIQHtbY82nQbGOkwIE+UsSHEmGWpdYwx1jD5RETHouR+qIuahSl2DRWFEJJx2Q3AQxEYiqS4ShNEwGuKM4DIBqLMeAbJc+bjsmazZS/Y3rdtHgArd7+z0141tkcxYyNNgAgpZKMjTbgcL9+SQYhBKrKlaTNWYfTYqW5p5uWnm6E2kyxYyE6wxHGTUnypvwMO2cRFwb8A3YUY1PU+wpYkf0FUtIE46Emcl19dIQ1RMJ93GRex6+nnuKmwgoGc9ooDVh5MtnIp2xXkRkYIj01hlV1gHJh4BN5H+D60UE+oikhL+bALylY6nHy9eY9/LB8EU6tFq/TySKLkZxkH7HJKT5bspZZM2bxwRlL+EjtKp7o7cegVOICsrx5p53Q/IPLZiOeSGBXK7mkqIBP5FWzITOHZbmZLMzOIMNswqhRU+lxUuZy4EHiyd5BTFYFG+a6WFpjwe41EFFOEQ2FKbOZUCoU6NXSdCV3gx6NyUQsGqPF72etK4+kJHFXfwMfyprJkDqbqK+RRDxEvifjPzkFzgo5qZHJziBFZS2JTU8CoHSYcHziIoIvHcf1dCeTESv63AR9k8O49C529e/kgab7WJ17HgBPHX2OJVonGlsKVSBINMNA79PdAIyMD9M50M7QI0e54Ds3Ew/Eaf5DA8d/cpS6Hx9hvO7lyZmZt62i/46tpKKJN45Vq8Z04Wwm7nzpdfcZOdBLx92HWPqjDcyoymL5oiJWLy3BYp7uqRs7PIq9ynGyevA/829pQufUo8554zlYQgiqS81IcS/qhBJltI8OfQhHiY4ZBTY+dV4hRbPCqJb3YCrYx5GKBr6QewEftC9nvamGv41sRKu1MtXdw5Daxd9b6ugIj3NenpEaTREiGUSRSJEUBlKJl9slMRVAqdcjFAoK/VmUmeGhZIhgNIo/MIVKKFAoBdUVOvoanQwlR4hFX16+RZFRiq/7AP2BSRbZyqgd8zBWoqPXKVDGg+Qa9jMnOkqjW0e7r4wxYaUUP179dJLni07RH0mRjpL+aJzrS/JRCEEqlaKpu4vSnNzpIQtrHrHoJGMjx/FkzHvDtjxb9EYP8ViAifE2+nu24fbOOu3bza0mE2W5eZTm5pGZvwD1eBux1ATmpI8LHHBg0sd8VxSt8hB/7DTgtaWjUZnI89wCA9uwSEaSU4cgfTXWVJzr9Rdw18ReEhMWOoSWDzhrMYYi+OKjlBasJyNnOZPjbUSiAcwl15MI9NDStIlM9RB3dNdzQVo2abrpIWGbyYxvsAGTJY8JXTF/7urGqNCh0+p5vK+f9jE/Vxfn45+axG42/1ttV5iZRedAPwLItJjwmowoTtF2Dr2OuRlpuKQUj3UPUO+f4uCYn+MxC4rQJLO9bvpHRshLzyA41YfRPD1x//ycDHpSStIiEZqmpljnzufWnBp2+/ysyMjl8JiCQouEzVHymmO+08lJjUx2Bom5q1EMtp7s/VDoNFivXYLjI+voLNdTWZ7BM0/ez4dnfpT60eNISKzNm05qWoc7cOnMSApQKSVyFuUz2jRCIhjnlw/9hDXauVizC1FLauq+f5js9blknO8hHh3l0Hc3svHqB+jb2EoqkSLz1hX0/OLFN41XW56NtiKbsV88ReRIJ7GuYeLdI8Tah+h+7BhD2zuY/fXzTk4M/mc9T3WTvf71F3MdumMT6Z+96LTazmZVYdLrybLlkQzEcMZHGQiHWefK5+mRdv5f2npGRYAjuihf6MlHc6KidbbaQSAwyO+nfNwpjeK05fAdoWLQsZdWqZPkpERZxENgcJRh6wz8xxuB6V6yqaZmjEWFtHVF0GkF880plpjy+NzhF6gfHqStr5eZumzalH2UFhjwDeuJpsInY1aYXYT9AyyxenGq3aglFWWh2ZRRRUpZQHVcA2EV+t7FNFk6ucJQjk4xiUVTTEpK0RgRFCsshIWCqwpzTiY09Z0dFGRmolZNf49CCFzeGrxZC950nsvZlJY5H4VCTVrGPLQ627/1Hgq1CaXeg2NcRaXYizJzAbfkWzk0vpEdgSwKFFmYmF6exWwpQqMsRd27j8VZeTwX62UiPkalOoNvOW/kIhKUGiVKmMfQ6DFsrjIUQoEQgrTMhUz62wmHfWjTFtEjslHrzfj9h7k41koyOj0nJzZWRzIRxGnPIENvxaHSsm9snPt7evGF41SYTFi1GhQKxb+9TIsQgqKsbFp6ul93n5QkMTY5STwaYWFWOl4B/lAIkUxhVhrJ004xMDxIUVY2QggiYR86w/TQslmtwmG1okCwta+PQCJB09QUSUlCJFMgqagpXfi2LzPzVnjn/jbIZOcCRxoKg5ZUSxPKkrJXbVIpVZRedgkv/uA3iNsEH6i+5eS2UDSEXq2FpIQUiZE2w0pCq6E9Ncaztz9J9YWz2PX5B7jy+9+i84F2Zt5eS8vf9yOlJKo/uxylVsVEyxhHvrubvhdaUZmURLv8hH/4IsWfWIFS+/q/+vo5RWgrc4gcbCMxOA6ShK91jNHDA+TPceP//Qvo5hSim5n/qh4Z3/4hTG4lydFJlE4zQvXqxGfq+cMobUbUmaeeS3MqpYU69h5OYjE4CYV9NLRvpsJqo2tshJHUBB8VHjqkOEm9RKinF31WJg80v0BYZJFM9vOFqquQhpqITjTygdAsoso8/q/7l3ww7f3oh/+OlGmn59gEXc8fwKRJQEYGO46NE9YmkMxJtCN+JiMSyzwzuD/YzvqYl1nWLB6KHWC2I4+SaCmdQ/XYHFEMOjV7h5roQsmCdittRzfiM5ahaW8nI2cpaXY1bbFBgsnjLDHAY0EYDe8h3zAXIQTPD7fTndJzns7JCoeZ4TEfoWiUYDhMQUYmRv2/NozxTjDdq/T6Se7p0qcvQWUppqFnM63BrWTrS7jMezO13YfYbdUyMqFgz6iP+S4nbusyhlPbmO9YwXNdm8EdomnqKNl6C35LEGfPPIKWXiY0KWoMha+KNS1zIYO9uzgc9aHSG/hrYJSvz7waPQkiQ7uQ4iGEwYtWr0fo8sjSKshTKmkMhrEoFbhUUGizMDw+hsf+nw0JGnQ6LEYj/aOjZLheXa19aMzH8Pg4bpsNgP7REYqMRiStnlgqxYycLBqau3G7DSfXIpRSKYR4+fd1Rbqbx0IhShNhHuvrx65Rc0l6On8/1sAct+uUPUPvBnJSI5OdYYqyamJbn3tNUlNdOIsmvYu0UIi24Q4KPS+vLP/s8RfZkFGNFI6TbNxG2mXnc/TBPpZ8dTl3XPMrMraqyc2fS8KfpPKz1bTfexhDuoXsdS8fw1rsYMnv19H8+0Z0bh2Zn1lO3ece5sCXn8JU6Kb05rkodaeua6LQazAsni7kNtE6im+fj9m/v3G6WnI8QXh/G/4/vAD/uPBJEm1bIpRel0loZyPJ0UmkZAqFQYs620WsqZ+p/inSb1vzL7WdEILaaiPb9nsJKwKMGEpZnlnAZVYf+0PjXJJWTHPbi0j6KQYG9vDEuIpiZz6fMeby8NAO2qQxilx5qP1DBIbq6Bzeircgl4x0K8MNGl4ariee68Ce1BAMC6JxQZYXKi0WxoJh2qM6agryeGliihn6fB4NtGLsV5B0pUhJElleHcl4AQeHtpHCwCbRS1XFhZT1HGWXXkEwS0lsMsWEfxJLKBuzYhydtQK/cj+rVBGsKi9O/UwSqRSPdfailpRUawQpKYVWo8VqMr8jFsh9J1Ab03BpHAxEnFTbZzDqP4zGkEY43ssaTyU7Bn0cnpjgIm8a+rEc+gLPU6YtJRVP4lPVMzHVjKFnDuqYnq6RA+RlL0EhXj1YMZ3YLGDr3p10qkc5z1uIVztdVNSQfT7BqV78Y60UFy6ktW+A0tw8tnT2sjo7g2A8TuuYH4/RQP3wIOV5+af6Nv4lGS437X199AwPkeX2EI5G6ejvw2G1UlVYdHI/r9PF2OQk/aMjqJVKmvw+LBYveuEHPERCo2j/qb6QQaXEYzER9seZpRCUeb282NGDXUpQknnq+lLvBnJSI5OdYWLRRSh+/rWTpeb/YWHVUu589o8smV/JA3/7JV/63I9PbtvTfoDLshaCy0FqLI66tAKFepg7N/6Ra+97D8e+/3fW/+Q2FEoFY3WDREaDFF732tveFSoFZbdWMLxziPr/q6Pimxvo/elzuNeVsu9rzzLjY0sw5b7+J8rwSIDGO3Yz97sXnIxdqFUYFpZiWPhy3Y3RfcOkZ4SxXvzqW/tTgTDx/nH0C0oZ//4zGGf86xdLlVKwqMbC/YdsmCcn2OfzscDlYtNYF/2RABJqJlM2tti1rPQlmKE3EBho4/JZ5/Fr/yY+6TyPRDDA8fBq+isbWa3NYVvdUQxRQX48jMeqJteb/qpj7hwcoXNkgHKzlipPGnl2B3/p7GKVo5S/DR7jMk8Ox6O9VOmycdmysSdjmKw53NlxN99On8nfY3YuTPcijR/HWrqAhwbHSU+zYfEruD5rDZ/aPsmipJZtGgfFVrizswNTIsZMk+Ut+WN4rirIWkx/40OMIFAoVJTllbL3UD9zirwEE70MpWDb6Dgl0RQF7mLmGrvY7ctguUVPSL2CNuMIMWOQDJUFh3Z6XpcvFubJkTZCyQS5egsd/jD1qUlqXbksUwsGe3cCIElgMKaRkbtiOrkHBDA/y8uhwWE0SgVzMtJIplL/0dDTa77nzEx8ExM0dXehVWsoyck9OQz5Sg6LBYfFQiqVOnns/q6XsDqK8Y814/bWvuY1y9JcPBSJoQ0E6K47zlQ8wYrCPFTKN14Q9Z1MnlMjk51pNhcKk4FU0/FXPW032/FPjVP93g+heukA4dj03IzmwVbyXDmIgQ4kpkBnRyiViIUm9AdSTG6rp/Ky81AoFcSnorT8dT/lH110qiOf5FmURtmtFTT8qgFNcTax+l7mfvsCmv+2n8Ft7ad8TWwiwpH/3cTs29eiUL3+RU6SJHqf7iHrotcOMyhMerQlGQSbBjFVZ/3bF3qtVsG6iix8MRVNvX0AfCS7hoeGmnlCjPG88PORvNnMn7cEXboXW+0s1EoVldpMdk220z8Uo2amlsGkn97OUQLJAKWls0kqgzQEwmxtaWEoHKU/FOa+1k4GJ6YoUUQpys4DwKxWszYtjd5wnHX2IjZ1D7I71AaATu8kEhplt7+fdI2J5qkA2QY9Lu10oT+NxsS12Vns9o0xlYRUMoZb0qAQOsbjIe7qbqbZN0RIGebCzLem3tO5yqQxctTgxuoowplWTSAVI2pR0dHXw5LsDDwCREowrHDQ7ROk68vRJPfg0s2hzLoUw4QN26QgO216YnZ3eJLf9x5lg6eIG9IraByP0D0+ynuzy7k5dxZOzwy8WYvwZi0iPXsRVkfhyXPYbjLjD0xhUKtZkJXO7PQ0FEK8JUNP/8xptVKWm0d+RsYpE5pX+kdCJYTA5iyhr3MTao0Jpeq1PX5qhYJLstOJWR0orHbWVZThttre0tjfbmclqRFCfEMI0SeEOHzi34VnIw6Z7O2i2PA+Uo//6TXPq1VqEmnlVGW6+NFd3yOeiPPLzXfwgcU3giSRajyIomw2kiRx9/G7qRQl9B+qp3DFAqRUisPf20j1F1ageJ27jV5J69Ax8/bZBAN6hp5sgFSKWV9dg795hNa7Dr5q39hEhIPfeoFZX12D2vTGwx+9T3aTsTbrdevSAIw+fhj3hpo3jfGNuC06XHYTyRBsaulFo1Dy8dzZXCw5uERyYFfrEAoFKpPp5B+eualSHu1pIJUpcefo0xSOOunR6SiN+HlqXMKfNGHW6AjEk+xobGBXTz81dhuzLDosmhgm08t3aZVZzOhUClQ6CxVJC7sm+kikkihVWkZjIR4eP8rl9iq2jIyw3O0mlUqcnMMghODG3BwORjR0j3UxVzKxW0yx2FJD3cQ4aZLETKsJnd72H7XRfwNJKFBrpu8q2uPvYI4nH6vJxNDoCAsyvbikFBMKF0PjXYwlPOi0q+iLTc9HUqSUKEUMnd5BOJngzv7jfDZvLg0TQR7s6cOlNLFKZ2fOaSSXbrud4fHx1zw/PjmJ3XzqWjxvN6M5k8y8VTg91a+7j16l5LwMD+flZGLWvTX1xs6ms9lT83+SJNWc+Pf0WYxDJjvjRFEVhINIvW2ven7hjKXsOr6d5deuwL19iK88+i0+sfojaHyDkJZDor4D9aKVPLDpbi5ddhW+UD22eAmBHj8HvvE8hdfOQu8+/UqyQghKP1qBlJ5N58+2IISg7APz0XvN7PvKM3Q+coymP+3lyPc3Mesrq9HaDW/4fuGhEBPNfjyL0l53n2B9P/oiz2smDv87lmV7UdkMdI0OsG3/OCO+OK8oq3NSKiXR3B6huSPKt8rWEUjPorYzyZTKTJHOyMT4EFfUzGJemoVat44LK8pYUVhAqRoSk2PoNBrMOl41sRLgquxMjkxOkqE2scSQz1c7N/KLroM8ODlGjkVNJGRmkcuJQgimJvsIqV3EktPr8iiF4LLCKtp93ewTKsbQcGBiiEKljVbFBOvN5tctTCd7Wb7BRXt4ujbQ4cleqs2ZpDmcqJUqBocHmZvhwQUgKXiit5fFtkyeG+0EQCGipCQNkiTx6+5D3JxZxf09vSgFZOmMZCgEaQYDSsWb/2lUKZUkk8lX1XVKJJNv6dDTW+GdFMvbQR5+ksneLsuuQHrhPnjxPhgbAmBR1VJ2HduGtvpCFpSlcYvtPIo8BXDoJaSqRUixBOOpGI1d9cSfb2DmTRdS9cnl9L3QTPlHFuGoTn+Tg76WEILKry1idHMnsfHplYIzVxdT+83zsRS7yVxTzNzvXvimCU0qkaLx1/WU3fr6aw5JksTg3XtIu/qNi+2dLo/RgEmlpCAvmwFFB6P+CKOTbkYm3Ow7EuTFQ+Pcv3+QBw4N4VOHyShR0BsO0+y3YQpOkqE20DoZpNJhRaVUYLJkEZyaHs5yWCzMKCikMr+ANLsdIV6bhNk1GjL1OqIGIwUTNnJsSm7LmcU1TjcmoaZ5KkiV1cpoNMa+3ib8SjtP9g3SNDldbl6r1lFhMrBUSnGTZGQoGuJooIPPFs1HSHGUSs1b0k7nskW2AraNtRJPJYmlEqhPLD+Q4XaT7nTRO9BPlhqSqmy88XEe6OlHq1AwGgujVowTT9p5cKiZJfYsnugfZoXHTSIJZoXAmIqT9U93Gr2R6d6al2tC9Z6Y0Cs7e85mUvMxIcRRIcSfhBCvOwAphPiQEGK/EGL/yMibV0WVyd6pVItXEJNsMGsZHNkGD/4SzZ7niMejpGy5VM+30rF1L/2HjkNwimTbYZT5Jfzi3h8wq82Mt6qUvEW1mHLslN48D2PGv/+pXigEhZ9fxtHPPvtyDR2lAscML6acN58PkIolqfvBEQrfU4zK8Ppj/CMPH8R18cy3pJfmH87LzaJ9bJLS3DwOTbYwbBuh2TZKo22URHqUsiI9lUV6VEaJpslJWvt6KTIY0AhBbzTGFW4tCvt0pVSN1vKq4nn/EA4OYTCduvfputws9gfDRMNxslUONgbreUj0kTFhZJXHTTyVYuPACOUWA7NdLi7PyWA4EmXP6KuHKgYUGuao3dxkLyDf5nzL2udcl6W30xUe4699u1j3T4t4mgwGKvMLyHa5ydUb0ITiqENRNAkLd/QcJkGCo0QJJ5Mc9IW4JD2DpokAWgGxSBSLYnr+yulyWW0MjY8jSRKJZJJgJIzJ8MYfBmRn1hm7+0kI8SJwqmWVvwL8BvgWIJ34/8fAzad6H0mS7gDuAJgzZ84pOpplsncHodEgVCokgxWx8srpJzsbuHn/C+zb8gDzrW5Wf3YNO776I+rQYnt4E8f0TqyhOIu+fSvOwrd2EqlzdQlDDxyk5/Euci7JO+3XRYbDNPyijuIPlmHKff2KqYmJMKHGATxXvPaui/+ESathSbqH7YMjzM0rouPYITIBUyBAZNzPkELBK3vcDUYzFouVXncJFyh8qLoGUZYvf8NjBKf6cXqqTrlNo1RSZDIRmvIzK57NsN7PdbaVNHYcpMBk4oWBYZbYddR3aWjwHwOFYF5RMV3hKE/0DlImqelSxomiIC0WoSj31At/yl7fB7MX0xEapfZ1auAY9Xoq8vJxqseon0jRMzKKRxPgfkmNCVBHdFyRmcG2oTFydRpCoTCzPA6Gx3z/0nCNEILcNC/HO9pJJpOU5soTvc+2M5bUSJJ0WgUphBC/B548U3HIZO8kquVrib/0ApoLLpl+Iq+cjFt/QN33boIFF6Bo+inLLqgmtuxKej57A+0VRr7zyZ+ekViEELjXFDOwqxP3fA9675t/wvQdGqX3qW6q/t+sN+yhAej7/RYyPvzGycO/q9hhw6BScmDYR5/KgAKJMpsLj1bDYCSKAMqsZgpMBqbiCV4YGGF+UQ2m1i0IixuhfzkZ0+psRMPjr1o/KZmMnvJukX+4OieDHxybRNPby9qqGfypo5N1Rh2D4QhIEoc72sm3OajIK2IiGGR3UyOF2bmsTHPROhIknQFGcOPUKLEaTa+alyF7c5k6G5mnUaHY7a2mOLaVTGs2x3rC5CtzSSrAJil5obOPTJ0Wk1JBbU4mjV2dFGWdes2yN2I1mTDodCgVChSnMRdHdmadlTo1Qoh0SZIGTjy8DKg7G3HIZG83ZW4+8aceeVXNGqVWx9TSDRzVGKiOmpEWriL13F08aY7y2ffffkbjcV08k2DjczT9tp6ZX699w0+pnQ+2E5+KU/2VN1/DJ9Q0iNppQuP699a+OR2ZFjOZFjNb+roAWJ758nBRPJWiaTLA031DGFUqLsz0YFCp4BQrwFtsBYyNHsejnwNAIh5+w4QGQK1UMtvtYmKgl7+3tnFFbg7SmJ+tvd3YhBqHCFGRNz2PyGo0srC4mGPd3QwEzDh0VnwKE9ZEnNy06c7seCxw8o4e2VtHoVTjzV5MKDBI0dxFPLd9B1GhYI7bgcOgw6CeLj7pD0yh02rf9Hbp1/Pvvk721jtbaeUPhBDHhBBHgZXAp89SHDLZ2041bxGJ3dtf9dxVq67n/uPbOV5xEYM7/8i2R/7Cuo//BIfl9JcU+HcodGqURg0Za7y03dlyyn1SsSR1Pz6CzqOn+P2lb5rQSJLE4N934b1x4ZkI+bSoFQpm2Cysz/Ky0uuaTmheh0qtJxEPn+wtmRhvw2IreNNjLPE4MRhNlKg0RKMxDkZsKMN+bPFJitNfPdnUbDBQ7E3DTQKvyUhmagyVJGE7seBhNDz2moqvsreGSqXDYstDoVRhAMxSivHRIURq+q60yWCA3uFh8rz/+qR72TvPWUlqJEl6jyRJVZIkVUuStOEVvTYy2TlPWTuf5MG9SPH4yeeEEPzPLd/nUNthjh0cpfaz/0dpbsXbEo/nyloSLZ2ozWp6nuh61bZA5xRHvn2QvKsK8S47vYv++MYGbCtKX3fRy3cikyWLqYkuJCk1vfDfaSQYZrWKvLQ0xgOT7Br2IQkNZQY1JmUAp7v8Nfu7bXY8djuDwwPEUaPl5SGnSNiHTicnNW8HFVCWm0f/6AgNnR2MTU5RmV/wX3fr87lK7jOTyd5mQgg0l15N7N6/on3PB08+r1KquL5kGYlxBdpZC962eHQ5TqK94+S9bzH9z/Vy9LuHMBeYCfYGUZvVzPxaLQr16X3+ScWT+Lc0kf/NS89s0G8xszWPgZ7tTPo7cLpnnPbrqh02jPEosVgMq15LKOJ6w3kZdrMFu9mCv+cwSRE9+XwyGUGlfvctWPlupVapKMyUJ2ifi+SkRiY7CxSZ2SjLKone/Wc0V96A0GhIHNxL4sAetDd/9G2Px7qoiIkdrWSuKyZ9TSbhwTD6NP1pJzP/8I9hp3fbp14hBOnZS5CkJArFv3ZZLExLY3xqkkQyedoTTZOSAaUInXwszxOWyd4aclIjk50lqrkLEd50ovf8GVISyqIStB/82FlJCOwrS+n87lPYlhSjUCkwZhn/5feIjUwR9wUwlJ6qksM73/R6Of/eJfFfLYufknRolNN1a5LJ2L+cSMlkslOTf5NksrNImZ2H8qYPn+0wEAoFumwHoeYhDCWvv+TBG+m/YwtZH1/9Fkd2rhKAhCRJBKf6MZozznZAMtk5Qb6pXiaTAZB27XwG79z5b9VMmdjVhrEiA5VFnhdyuhIpI6FAP8HJXgymd2fvlkz2TiMnNTKZDACFVoXjgiqG7t37L70uNjqF77k6XJfOOkORnZsSKSvjvia0ers8/CSTvUXk3ySZTHaSbVERQ73j9P72JVwXVZOYDBPpGCXcNkIqnkCX48Q8K2d61W0hCDUPMfCX7eR9Zf27bnLw2SfIzF0pt5tM9haSkxqZTPYqaVfPJdLtw7+tGZXVgC7fhWNNBUKrItIxytTBLkYeOQiAxmsl/38ufVfVpHknkRMameytJSc1MpnsNXQ5TrzXv3blaH2BG32B+yxEJJPJZG9OnlMjk8lkMpnsnCAnNTKZTCaTyc4JclIjk8lkMpnsnCAnNTKZTCaTyc4J4t8ptHW2CCFGgK433fGdywWMnu0g/kvJbX92ye1/dsntf3a9m9s/V5Kkd83dAe+qpObdTgixX5KkOWc7jv9GctufXXL7n11y+59dcvu/feThJ5lMJpPJZOcEOamRyWQymUx2TpCTmrfXHWc7gP9ictufXXL7n11y+59dcvu/TeQ5NTKZTCaTyc4Jck+NTCaTyWSyc4Kc1JxBQgiHEOIFIUTLif/tp9inRgixSwhxXAhxVAhxzdmI9VwhhFgnhGgSQrQKIb50iu1aIcR9J7bvEULknYUwz1mn0f6fEULUnzjXNwohcs9GnOeqN2v/V+x3hRBCEkLId+S8RU6n7YUQV584/48LIe5+u2P8byAPP51BQogfAGOSJP3viZPcLknSF/9pnxJAkiSpRQiRARwAyiVJ8r/9Eb+7CSGUQDOwFugF9gHXSZJU/4p9PgpUS5L0ESHEtcBlkiTJieRb4DTbfyWwR5KkkBDiVmCF3P5vjdNp/xP7mYGnAA3wMUmS9r/dsZ5rTvPcLwbuB1ZJkjQuhPBIkjR8VgI+h8k9NWfWJcBfT3z9V+DSf95BkqRmSZJaTnzdDwwD75pCR+8w84BWSZLaJUmKAfcy/TN4pVf+TB4EVgshxNsY47nsTdtfkqTNkiSFTjzcDWS9zTGey07n/Af4FvB9IPJ2BneOO522vwX4lSRJ4wByQnNmyEnNmZUmSdLAia8HgbQ32lkIMY/pT09tZzqwc1Qm0POKx70nnjvlPpIkJYAJwPm2RHfuO532f6UPAM+c0Yj+u7xp+wshZgPZkiQ99XYG9l/gdM79EqBECLFDCLFbCLHubYvuv4jqbAfwbieEeBHwnmLTV175QJIkSQjxumN9Qoh04E7gJkmSUm9tlDLZO4sQ4kZgDrD8bMfy30IIoQB+ArzvLIfy30oFFAMrmO6h3CqEqJKnGry15KTmPyRJ0prX2yaEGBJCpEuSNHAiaTlld6MQwsL0GPdXJEnafYZC/W/QB2S/4nHWiedOtU+vEEIFWAHf2xPeOe902h8hxBqmk/7lkiRF36bY/hu8WfubgRnASydGXL3A40KIDfK8mv/Y6Zz7vUzPJ4sDHUKIZqaTnH1vT4j/HeThpzPrceCmE1/fBDz2zzsIITTAI8DfJEl68G2M7Vy0DygWQuSfaNdrmf4ZvNIrfyZXApskebb8W+VN218IMQv4HbBBnlPwlnvD9pckaUKSJJckSXmSJOUxPadJTmjeGqdz7XmU6V4ahBAupoej2t/GGP8ryEnNmfW/wFohRAuw5sRjhBBzhBB/OLHP1cAy4H1CiMMn/tWclWjf5U7MkfkY8BzQANwvSdJxIcQ3hRAbTuz2R8AphGgFPgO87m2vsn/Nabb/DwET8MCJc/2fL/yyf9Nptr/sDDjNtn8O8Akh6oHNwOclSZJ7id9i8i3dMplMJpPJzglyT41MJpPJZLJzgpzUyGQymUwmOyfISY1MJpPJZLJzgpzUyGQymUwmOyfISY1MJpPJZLJzgpzUyGQymUwmOyfISY1MJnsNIYTzFXWTBoUQfSe+Dgghfn2GjvkpIcR732D7eiHEN8/EsWUy2blBrlMjk8nekBDiG0BAkqQfncFjqICDwOwThcxOtY84sc/iV6z0LZPJZCfJPTUymey0CSFWCCGePPH1N4QQfxVCbBNCdAkhLhdC/EAIcUwI8awQQn1iv1ohxBYhxAEhxHMn1kH7Z6uAg/9IaIQQnxBC1Ashjgoh7oXpRWGBl4D1b8s3K5PJ3nXkpEYmk/0nCplOSDYAfwc2S5JUBYSBi04kNr8ArpQkqRb4E/CdU7zPYuDAKx5/CZglSVI18JFXPL8fWPqWfxcymeycIK/SLZPJ/hPPSJIUF0IcA5TAsyeePwbkAaVMrwz9womVoZXAwCneJ53pNXP+4ShwlxDiUaYXAvyHYSDjrQtfJpOdS+SkRiaT/SeiAJIkpYQQ8VeseJ5i+voigOOSJC18k/cJA7pXPL6I6YVeLwa+IoSoOjE0pTuxr0wmk72GPPwkk8nOpCbALYRYCCCEUAshKk+xXwNQdGIfBZAtSdJm4IuAlemVvQFKgLozHrVMJntXkpMamUx2xkiSFAOuBL4vhDgCHAYWnWLXZ5jumYHpIaq/nxjSOgT8XJIk/4ltK4GnzmTMMpns3Uu+pVsmk70jCCEeAb4gSVLL62xPA+6WJGn12xuZTCZ7t5CTGplM9o4ghCgF0iRJ2vo62+cCcUmSDr+tgclksncNOamRyWQymUx2TpDn1MhkMplMJjsnyEmNTCaTyWSyc4Kc1MhkMplMJjsnyEmNTCaTyWSyc4Kc1MhkMplMJjsn/H9vpZMG6doI8QAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#subtract auditory from visual activity\n", "vis_minus_aud = mne.combine_evoked([vis_ev, aud_ev], weights=[1, -1])\n", "vis_minus_aud.plot_joint();" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No projector specified for this dataset. Please consider the method self.add_proj.\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#subtract visual from auditory activity\n", "vis_minus_aud = mne.combine_evoked([vis_ev, aud_ev], weights=[-1, 1])\n", "vis_minus_aud.plot_joint();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "For more input on how to visualize evoked data head to the MNE tutorial: Visualizing Evoked data. You can also check out the blog-post Coloring for Colorblindness on how non-inclusive choices may affect your plots and which contrasting color pairs may be more fitting.\n", "\n", "If you're interested in how to plot statistical significance threshholds over your ERP plot you can follow this MNE tutorial: Visualising statistical significance thresholds on EEG data\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Grand averages\n", "For group level analysis we could further compute so called grand averages, i.e. averaging the signal of all subjects for a certain condition. As this would make no sense for the present single subject data, see \"Grand averages\" in the MNE tutorial: EEG processing and Event Related Potentials for more info.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### Save/Export data\n", "\n", "Let's first get our paths in order." ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/home/michael/msc_05_example_bids_dataset/sub-test/ses-001/meg\n" ] } ], "source": [ "homedir = os.path.expanduser(\"~\") # find home diretory\n", "bids_folder_path = (str(os.sep) + 'msc_05_example_bids_dataset' + \n", " str(os.sep) + 'sub-test' + str(os.sep) + 'ses-001' + str(os.sep) + 'meg')\n", " \n", "\n", "\n", "output_path = homedir + bids_folder_path\n", "print(output_path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "And to save or export evoked data we proceed in the same manner as in the previous chapters. We can either write the evoked data to a pandas DataFrame and export the DataFrame as a .tsv file" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "tags": [ "hide-output" ] }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
timeEEG 001EEG 002EEG 003EEG 004EEG 005EEG 006EEG 007EEG 008EEG 009...EEG 050EEG 051EEG 052EEG 054EEG 055EEG 056EEG 057EEG 058EEG 059EEG 060
0-300-0.273486-0.705960-0.7169010.0008730.3762200.046862-0.481563-0.0652110.111456...-0.123930-0.311101-0.4910090.542431-0.473025-0.7096960.4206460.116793-0.457120-0.270652
1-298-0.358799-0.656849-0.7592580.0115940.443271-0.063794-0.5985070.056031-0.014147...-0.117610-0.325659-0.5241140.628147-0.435255-0.7041670.5141670.207106-0.386811-0.181919
2-296-0.421568-0.570382-0.8031210.0074160.462682-0.192772-0.7222290.148973-0.150639...-0.110002-0.336857-0.5504400.711637-0.396294-0.6891330.6086880.297349-0.314539-0.085795
3-295-0.457549-0.456782-0.842626-0.0082710.439441-0.325556-0.8387980.207098-0.276764...-0.102828-0.344320-0.5706190.789199-0.358065-0.6667180.6993560.382951-0.2434420.010825
4-293-0.465113-0.329720-0.868505-0.0303090.383933-0.447467-0.9345310.229226-0.372866...-0.098432-0.348692-0.5863400.856297-0.323208-0.6404480.7802740.458829-0.1773580.100279
..................................................................
5966931.0219451.3895691.6035830.3549001.5354881.1757211.204013-0.3981870.979819...-1.035178-1.492689-0.526998-1.865670-1.116604-0.717162-1.807308-1.885107-1.537620-0.355314
5976940.9486241.2941101.4324090.3770471.4639601.0601791.094829-0.2557870.829088...-0.976875-1.429080-0.444614-1.737224-0.995170-0.623922-1.697016-1.763489-1.403196-0.248636
5986960.8814831.1971411.2955770.4221181.4041050.9717971.017964-0.0664880.696837...-0.929177-1.378435-0.375621-1.615313-0.881996-0.535283-1.592202-1.651932-1.272434-0.162004
5996980.8280581.1047501.1981330.4832041.3556200.9125220.9786440.1429220.601567...-0.895735-1.343722-0.325779-1.502037-0.783363-0.456373-1.495208-1.554227-1.150319-0.096405
6006990.7941711.0221281.1390560.5499981.3144340.8795710.9755410.3420430.553991...-0.877960-1.325241-0.297244-1.399055-0.703607-0.390818-1.408314-1.472842-1.040961-0.051484
\n", "

601 rows × 60 columns

\n", "
" ], "text/plain": [ " time EEG 001 EEG 002 EEG 003 EEG 004 EEG 005 EEG 006 \\\n", "0 -300 -0.273486 -0.705960 -0.716901 0.000873 0.376220 0.046862 \n", "1 -298 -0.358799 -0.656849 -0.759258 0.011594 0.443271 -0.063794 \n", "2 -296 -0.421568 -0.570382 -0.803121 0.007416 0.462682 -0.192772 \n", "3 -295 -0.457549 -0.456782 -0.842626 -0.008271 0.439441 -0.325556 \n", "4 -293 -0.465113 -0.329720 -0.868505 -0.030309 0.383933 -0.447467 \n", ".. ... ... ... ... ... ... ... \n", "596 693 1.021945 1.389569 1.603583 0.354900 1.535488 1.175721 \n", "597 694 0.948624 1.294110 1.432409 0.377047 1.463960 1.060179 \n", "598 696 0.881483 1.197141 1.295577 0.422118 1.404105 0.971797 \n", "599 698 0.828058 1.104750 1.198133 0.483204 1.355620 0.912522 \n", "600 699 0.794171 1.022128 1.139056 0.549998 1.314434 0.879571 \n", "\n", " EEG 007 EEG 008 EEG 009 ... EEG 050 EEG 051 EEG 052 \\\n", "0 -0.481563 -0.065211 0.111456 ... -0.123930 -0.311101 -0.491009 \n", "1 -0.598507 0.056031 -0.014147 ... -0.117610 -0.325659 -0.524114 \n", "2 -0.722229 0.148973 -0.150639 ... -0.110002 -0.336857 -0.550440 \n", "3 -0.838798 0.207098 -0.276764 ... -0.102828 -0.344320 -0.570619 \n", "4 -0.934531 0.229226 -0.372866 ... -0.098432 -0.348692 -0.586340 \n", ".. ... ... ... ... ... ... ... \n", "596 1.204013 -0.398187 0.979819 ... -1.035178 -1.492689 -0.526998 \n", "597 1.094829 -0.255787 0.829088 ... -0.976875 -1.429080 -0.444614 \n", "598 1.017964 -0.066488 0.696837 ... -0.929177 -1.378435 -0.375621 \n", "599 0.978644 0.142922 0.601567 ... -0.895735 -1.343722 -0.325779 \n", "600 0.975541 0.342043 0.553991 ... -0.877960 -1.325241 -0.297244 \n", "\n", " EEG 054 EEG 055 EEG 056 EEG 057 EEG 058 EEG 059 EEG 060 \n", "0 0.542431 -0.473025 -0.709696 0.420646 0.116793 -0.457120 -0.270652 \n", "1 0.628147 -0.435255 -0.704167 0.514167 0.207106 -0.386811 -0.181919 \n", "2 0.711637 -0.396294 -0.689133 0.608688 0.297349 -0.314539 -0.085795 \n", "3 0.789199 -0.358065 -0.666718 0.699356 0.382951 -0.243442 0.010825 \n", "4 0.856297 -0.323208 -0.640448 0.780274 0.458829 -0.177358 0.100279 \n", ".. ... ... ... ... ... ... ... \n", "596 -1.865670 -1.116604 -0.717162 -1.807308 -1.885107 -1.537620 -0.355314 \n", "597 -1.737224 -0.995170 -0.623922 -1.697016 -1.763489 -1.403196 -0.248636 \n", "598 -1.615313 -0.881996 -0.535283 -1.592202 -1.651932 -1.272434 -0.162004 \n", "599 -1.502037 -0.783363 -0.456373 -1.495208 -1.554227 -1.150319 -0.096405 \n", "600 -1.399055 -0.703607 -0.390818 -1.408314 -1.472842 -1.040961 -0.051484 \n", "\n", "[601 rows x 60 columns]" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df=aud_ev.to_data_frame()\n", "df" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "df.to_csv(output_path + str(os.sep) + 'sub-test_ses-001_sample_audiovis_eeg_auditory_ave.tsv', \n", " sep='\\t')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "or use the evoked.save() function." ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [], "source": [ "aud_ev.save(output_path + str(os.sep) + 'sub-test_ses-001_sample_audiovis_eeg_auditory_ave.fif',\n", " overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "To save our previously created figures we can use the matplotlib.plt.savefig() function. First we'll create a folder called \"derivatives\" to store our graphs in." ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/home/michael/msc_05_example_bids_dataset/sub-test/derivatives\n" ] } ], "source": [ "homedir = os.path.expanduser(\"~\") # find home diretory\n", "derivatives_folder_path = (homedir + str(os.sep) + 'msc_05_example_bids_dataset' + # assemble derivatives path\n", " str(os.sep) + 'sub-test' + str(os.sep) + 'derivatives')\n", "\n", "print(derivatives_folder_path)\n", "os.mkdir(derivatives_folder_path) # make directory" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "and use fig.savefig() to save the graph" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "tags": [ "remove-output" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No projector specified for this dataset. Please consider the method self.add_proj.\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = vis_minus_aud.plot_joint();\n", "fig.savefig(derivatives_folder_path + str(os.sep) + 'vis_minus_aud_evoked_plot.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## If you're interested in more complex ways to analyse EEG data you can check-out the following:\n", "\n", "MNE tutorial overview: Time-Frequency analysis\n", "\n", "MNE tutorial overview: Machine Learning (Decoding, Encoding, and MVPA)\n", "\n", "MNE_connectivity tutorial overview: Connectivity analysis in Sensor and Source space" ] } ], "metadata": { "kernelspec": { "display_name": "neuro_ai", "language": "python", "name": "neuro_ai" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.0" } }, "nbformat": 4, "nbformat_minor": 5 }