{ "cells": [ { "cell_type": "markdown", "id": "e14673fa", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# Supervised annotation in DeepOF - search for pre-established patterns" ] }, { "cell_type": "markdown", "id": "e3044fb9", "metadata": {}, "source": [ "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/lucasmiranda42/deepof/blob/master/docs/source/tutorial_notebooks/deepof_supervised_tutorial.ipynb)" ] }, { "cell_type": "markdown", "id": "8a0170cc", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "##### What we'll cover:\n", " \n", "* Run the supervised annotation pipeline.\n", "* Generate Gantt plots with all traits.\n", "* Explore trait enrichment across conditions.\n", "* Visualize global embeddings using the retrieved traits." ] }, { "cell_type": "code", "execution_count": 1, "id": "764990b0", "metadata": {}, "outputs": [], "source": [ "# If using Google colab, uncomment and run this cell and the one below to set up the environment\n", "# Note: because of how colab handles the installation of local packages, this cell will kill your runtime.\n", "# This is not an error! Just continue with the cells below.\n", "# import os\n", "# !git clone -q https://github.com/mlfpm/deepof.git\n", "# !pip install -q -e deepof --progress-bar off\n", "# os.chdir(\"deepof\")\n", "# !curl --output tutorial_files.zip https://datashare.mpcdf.mpg.de/s/Hu1XjZkY9zml0mm/download\n", "# !unzip tutorial_files.zip" ] }, { "cell_type": "code", "execution_count": 2, "id": "50799c68", "metadata": {}, "outputs": [], "source": [ "# import os\n", "# os.chdir(\"deepof\")\n", "# import os, warnings\n", "# warnings.filterwarnings('ignore')" ] }, { "cell_type": "markdown", "id": "6048415d", "metadata": {}, "source": [ "Let's start by importing some packages. We'll use python's os library to handle paths, pickle to load saved objects, and the data entry API within DeepOF, located in deepof.data" ] }, { "cell_type": "code", "execution_count": 3, "id": "d64823a2", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "import os\n", "import pickle\n", "import deepof.data" ] }, { "cell_type": "markdown", "id": "ffdcefa1", "metadata": {}, "source": [ "We'll also need some plotting gear:" ] }, { "cell_type": "code", "execution_count": 4, "id": "e438d39f", "metadata": {}, "outputs": [], "source": [ "import deepof.visuals\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns" ] }, { "cell_type": "markdown", "id": "60b9158e", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "### Loading a previously initiated project" ] }, { "cell_type": "markdown", "id": "5d73cb96", "metadata": {}, "source": [ "As last time, we'll load the already created tutorial dataset for further processing:" ] }, { "cell_type": "code", "execution_count": 5, "id": "6382da27", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [], "source": [ "# Load a previously saved project\n", "my_deepof_project = deepof.data.load_project(\"./tutorial_files/tutorial_project\")" ] }, { "cell_type": "markdown", "id": "f47b171a", "metadata": {}, "source": [ "**NOTE** to better show how DeepOF deals with statistics, all results shown in the documentation version of this tutorial were obtained using the full SI dataset, containing a total of 53 animals. If you'd like to gain access to this dataset, check out the code availability statement of the main DeepOF paper." ] }, { "cell_type": "markdown", "id": "10776701", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "### Running the supervised annotation pipeline" ] }, { "cell_type": "markdown", "id": "2fdb66e9", "metadata": {}, "source": [ "The supervised pipeline within DeepOF aims at providing simple but generalizable annotators for a variety of single and dyadic traits (as depicted in the figure below). Each of these traits is tagged independently, which means that more than one label can be applied per time point!" ] }, { "cell_type": "markdown", "id": "3c20a0d5", "metadata": {}, "source": [ "![supervised](./Assets/deepof_supervised.png)" ] }, { "cell_type": "markdown", "id": "b6c3b1c9", "metadata": {}, "source": [ "Running the pipeline is as simple as executing the `.supervised_annotation()` method in your Coordinates object. A progress bar will indicate how many videos have been processed already. Let's run it and see what happens:" ] }, { "cell_type": "code", "execution_count": 6, "id": "d368119b", "metadata": { "pycharm": { "name": "#%%\n" }, "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "data preprocessing : 100%|██████████| 4/4 [00:54<00:00, 13.58s/step, step=Loading kinematics]\n", "supervised annotations : 100%|██████████| 53/53 [01:31<00:00, 1.73s/table, step=post processing] \n" ] } ], "source": [ "supervised_annotation = my_deepof_project.supervised_annotation()" ] }, { "cell_type": "markdown", "id": "7cc204fc", "metadata": {}, "source": [ "It worked! Upon inspection, we see that supervised annotations contains a dictionary-like object with experiment IDs as keys, and data frames with annotations as values:" ] }, { "cell_type": "code", "execution_count": 7, "id": "4f5ee54f", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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W_stat-lookaround W_stat-active \\\n", "00:00:00 0.0 ... 0.0 0.0 \n", "00:00:00.040002666 0.0 ... 0.0 0.0 \n", "00:00:00.080005333 0.0 ... 0.0 0.0 \n", "00:00:00.120008 0.0 ... 0.0 0.0 \n", "00:00:00.160010667 0.0 ... 0.0 0.0 \n", "... ... ... ... ... \n", "00:09:59.799986665 NaN ... NaN NaN \n", "00:09:59.839989332 NaN ... NaN NaN \n", "00:09:59.879991999 NaN ... NaN NaN \n", "00:09:59.919994666 NaN ... NaN NaN \n", "00:09:59.959997333 NaN ... NaN NaN \n", "\n", " W_stat-passive W_moving W_sniffing W_distance \\\n", "00:00:00 0.0 0.0 0.0 0.00 \n", "00:00:00.040002666 0.0 0.0 0.0 0.00 \n", "00:00:00.080005333 0.0 0.0 0.0 0.00 \n", "00:00:00.120008 0.0 0.0 0.0 0.00 \n", "00:00:00.160010667 0.0 1.0 0.0 4.14 \n", "... ... ... ... ... \n", "00:09:59.799986665 NaN NaN NaN NaN \n", "00:09:59.839989332 NaN NaN NaN NaN \n", "00:09:59.879991999 NaN NaN NaN NaN \n", "00:09:59.919994666 NaN NaN NaN NaN \n", "00:09:59.959997333 NaN NaN NaN NaN \n", "\n", " W_cum-distance W_speed B_missing W_missing \n", "00:00:00 0.00 0.0000 0.0 0.0 \n", "00:00:00.040002666 0.00 0.0000 0.0 0.0 \n", "00:00:00.080005333 0.00 0.0000 0.0 0.0 \n", "00:00:00.120008 0.00 0.0000 0.0 0.0 \n", "00:00:00.160010667 4.14 103.4586 0.0 0.0 \n", "... ... ... ... ... \n", "00:09:59.799986665 NaN NaN NaN NaN \n", "00:09:59.839989332 NaN NaN NaN NaN \n", "00:09:59.879991999 NaN NaN NaN NaN \n", "00:09:59.919994666 NaN NaN NaN NaN \n", "00:09:59.959997333 NaN NaN NaN NaN \n", "\n", "[14999 rows x 33 columns]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "deepof.visuals.get_roi_data(\n", " coordinates=my_deepof_project,\n", " table_dict=supervised_annotation,\n", " roi_number=1,\n", " animals_in_roi=[\"B\"],\n", " experiment_id=\"20191204_Day2_SI_JB08_Test_54\",\n", ")" ] }, { "cell_type": "markdown", "id": "a5626226", "metadata": {}, "source": [ "Now that we know what we're looking at, let's explore a few simple analyses we can run within DeepOF:" ] }, { "cell_type": "markdown", "id": "5dbdc821", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "### Generating Gantt charts with all traits" ] }, { "cell_type": "markdown", "id": "495c7412", "metadata": { "pycharm": { "name": "#%%\n" } }, "source": [ "The last thing we'll do for now is to visualize all tagged patterns for a single video, using Gantt charts. To this end, let's use deepof.visuals.plot_gantt()" ] }, { "cell_type": "code", "execution_count": 9, "id": "671d7bc8", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12, 8))\n", "\n", "deepof.visuals.plot_gantt(\n", " my_deepof_project,\n", " \"20191204_Day2_SI_JB08_Test_54\",\n", " supervised_annotations=supervised_annotation,\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "7001eb42", "metadata": {}, "source": [ "We see in these examples neither of the animals are significantly occluded. What we also see is that the number of behavior detections varies significantly by behavior. This is not too surprising as both animals being positioned side by side with each other will happen way less frequent than one animal moving. The Gantt plot also offers a few more features to give us a better impression of our data." ] }, { "cell_type": "markdown", "id": "145d7acf", "metadata": {}, "source": [ "For instance we can select ranges to plot and plot a signal as an overlay that we may have measured concurrently with our data. So let's look at the first 30 seconds with DeepOFs speed signal for the black mouse as an overlay. Also, let's only plot some behaviors we are currently interested in: " ] }, { "cell_type": "code", "execution_count": 10, "id": "62bd173b", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Let's retrieve the speed of the black mouse from our supervised behaviors\n", "speed_black_mouse=supervised_annotation[\"20191204_Day2_SI_JB08_Test_54\"][\"B_speed\"]\n", "\n", "plt.figure(figsize=(12, 4))\n", "\n", "deepof.visuals.plot_gantt(\n", " my_deepof_project,\n", " \"20191204_Day2_SI_JB08_Test_54\",\n", " supervised_annotations=supervised_annotation,\n", " bin_index=\"00:00:00\",\n", " bin_size=\"00:00:30\",\n", " signal_overlay=speed_black_mouse,\n", " instances_to_plot=['B_W_nose2nose','B_W_following','B_immobility'],\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d399dbb3", "metadata": {}, "source": [ "As expected, the speed of the black mouse goes towards 0 when it is immobile or interacting with the white mouse and higher when it is following the white mouse. For the overlay any signal can be used, it is only necessary that it matches the supervised_annotations in length so that it can be correctly aligned on the time scale." ] }, { "cell_type": "markdown", "id": "7e583f64", "metadata": {}, "source": [ "But what if we are interested in the exact number of events? For this you can use the count_all_events function that comes with various counting modes. The default is the number of events (i.e. blocks of 1s), but you can also count the total frames with \"Frames\" or time with \"Time\". For thsi example we simplay count all events in the first 60 seconds of our dataset." ] }, { "cell_type": "code", "execution_count": 11, "id": "7a30ea56", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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"20191203_Day1_SI_JB08_Test_16 4 0 1 \n", "20191203_Day1_SI_JB08_Test_22 1 0 3 \n", "20191203_Day1_SI_JB08_Test_23 3 18 3 \n", "20191203_Day1_SI_JB08_Test_24 5 17 3 \n", "20191203_Day1_SI_JB08_Test_29 13 13 10 \n", "20191203_Day1_SI_JB08_Test_30 4 20 5 \n", "20191203_Day1_SI_JB08_Test_31 8 0 1 \n", "20191203_Day1_SI_JB08_Test_32 8 0 0 \n", "20191203_Day1_SI_JB08_Test_37 1 0 1 \n", "20191203_Day1_SI_JB08_Test_38 2 0 4 \n", "20191203_Day1_SI_JB08_Test_39 5 14 8 \n", "20191203_Day1_SI_JB08_Test_40 9 11 7 \n", "20191203_Day1_SI_JB08_Test_45 3 25 1 \n", "20191203_Day1_SI_JB08_Test_46 2 18 2 \n", "20191203_Day1_SI_JB08_Test_47 5 0 1 \n", "20191203_Day1_SI_JB08_Test_53 0 0 0 \n", "20191203_Day1_SI_JB08_Test_54 3 8 4 \n", "20191203_Day1_SI_JB08_Test_55 0 16 0 \n", "20191203_Day1_SI_JB08_Test_56 6 6 2 \n", "20191204_Day2_SI_JB08_Test_6 0 11 2 \n", "20191204_Day2_SI_JB08_Test_7 2 1 2 \n", "20191204_Day2_SI_JB08_Test_8 3 0 8 \n", "20191204_Day2_SI_JB08_Test_13 4 0 4 \n", "20191204_Day2_SI_JB08_Test_14 2 0 1 \n", "20191204_Day2_SI_JB08_Test_15 3 20 4 \n", "20191204_Day2_SI_JB08_Test_16 7 9 4 \n", "20191204_Day2_SI_JB08_Test_21 7 18 5 \n", "20191204_Day2_SI_JB08_Test_22 4 21 2 \n", "20191204_Day2_SI_JB08_Test_23 6 1 2 \n", "20191204_Day2_SI_JB08_Test_24 3 0 4 \n", "20191204_Day2_SI_JB08_Test_30 8 0 0 \n", "20191204_Day2_SI_JB08_Test_37 7 12 5 \n", "20191204_Day2_SI_JB08_Test_38 6 14 3 \n", "20191204_Day2_SI_JB08_Test_39 4 15 2 \n", "20191204_Day2_SI_JB08_Test_40 6 0 5 \n", "20191204_Day2_SI_JB08_Test_45 7 0 0 \n", "20191204_Day2_SI_JB08_Test_46 5 0 1 \n", "20191204_Day2_SI_JB08_Test_47 4 6 3 \n", "20191204_Day2_SI_JB08_Test_53 4 7 2 \n", "20191204_Day2_SI_JB08_Test_54 2 16 0 \n", "20191204_Day2_SI_JB08_Test_55 2 0 15 \n", "20191204_Day2_SI_JB08_Test_56 0 0 0 \n", "20191204_Day2_SI_JB08_Test_61 11 0 1 \n", "20191204_Day2_SI_JB08_Test_62 7 1 1 \n", "20191204_Day2_SI_JB08_Test_63 8 16 3 \n", "20191204_Day2_SI_JB08_Test_64 5 8 3 \n", "\n", " B_climb-arena ... W_climb-arena \\\n", "20191203_Day1_SI_JB08_Test_5 0 ... 4 \n", "20191203_Day1_SI_JB08_Test_6 0 ... 4 \n", "20191203_Day1_SI_JB08_Test_7 0 ... 3 \n", "20191203_Day1_SI_JB08_Test_8 0 ... 7 \n", "20191203_Day1_SI_JB08_Test_13 0 ... 2 \n", "20191203_Day1_SI_JB08_Test_14 0 ... 5 \n", "20191203_Day1_SI_JB08_Test_15 0 ... 3 \n", "20191203_Day1_SI_JB08_Test_16 0 ... 10 \n", "20191203_Day1_SI_JB08_Test_22 0 ... 0 \n", "20191203_Day1_SI_JB08_Test_23 0 ... 9 \n", "20191203_Day1_SI_JB08_Test_24 0 ... 4 \n", "20191203_Day1_SI_JB08_Test_29 0 ... 4 \n", "20191203_Day1_SI_JB08_Test_30 0 ... 11 \n", "20191203_Day1_SI_JB08_Test_31 0 ... 0 \n", "20191203_Day1_SI_JB08_Test_32 0 ... 3 \n", "20191203_Day1_SI_JB08_Test_37 0 ... 7 \n", "20191203_Day1_SI_JB08_Test_38 0 ... 8 \n", "20191203_Day1_SI_JB08_Test_39 0 ... 3 \n", "20191203_Day1_SI_JB08_Test_40 0 ... 3 \n", "20191203_Day1_SI_JB08_Test_45 0 ... 5 \n", "20191203_Day1_SI_JB08_Test_46 0 ... 13 \n", "20191203_Day1_SI_JB08_Test_47 0 ... 10 \n", "20191203_Day1_SI_JB08_Test_53 0 ... 1 \n", "20191203_Day1_SI_JB08_Test_54 0 ... 3 \n", "20191203_Day1_SI_JB08_Test_55 0 ... 8 \n", "20191203_Day1_SI_JB08_Test_56 0 ... 7 \n", "20191204_Day2_SI_JB08_Test_6 0 ... 6 \n", "20191204_Day2_SI_JB08_Test_7 0 ... 7 \n", "20191204_Day2_SI_JB08_Test_8 0 ... 9 \n", "20191204_Day2_SI_JB08_Test_13 0 ... 8 \n", "20191204_Day2_SI_JB08_Test_14 0 ... 2 \n", "20191204_Day2_SI_JB08_Test_15 0 ... 8 \n", "20191204_Day2_SI_JB08_Test_16 0 ... 5 \n", "20191204_Day2_SI_JB08_Test_21 0 ... 6 \n", "20191204_Day2_SI_JB08_Test_22 0 ... 2 \n", "20191204_Day2_SI_JB08_Test_23 0 ... 7 \n", "20191204_Day2_SI_JB08_Test_24 0 ... 4 \n", "20191204_Day2_SI_JB08_Test_30 0 ... 0 \n", "20191204_Day2_SI_JB08_Test_37 0 ... 1 \n", "20191204_Day2_SI_JB08_Test_38 0 ... 4 \n", "20191204_Day2_SI_JB08_Test_39 0 ... 4 \n", "20191204_Day2_SI_JB08_Test_40 0 ... 4 \n", "20191204_Day2_SI_JB08_Test_45 0 ... 1 \n", "20191204_Day2_SI_JB08_Test_46 0 ... 0 \n", "20191204_Day2_SI_JB08_Test_47 0 ... 10 \n", "20191204_Day2_SI_JB08_Test_53 0 ... 9 \n", "20191204_Day2_SI_JB08_Test_54 0 ... 10 \n", "20191204_Day2_SI_JB08_Test_55 0 ... 3 \n", "20191204_Day2_SI_JB08_Test_56 0 ... 7 \n", "20191204_Day2_SI_JB08_Test_61 0 ... 7 \n", "20191204_Day2_SI_JB08_Test_62 0 ... 12 \n", "20191204_Day2_SI_JB08_Test_63 0 ... 5 \n", "20191204_Day2_SI_JB08_Test_64 0 ... 7 \n", "\n", " W_sniff-arena W_immobility W_stat-lookaround \\\n", "20191203_Day1_SI_JB08_Test_5 15 3 5 \n", "20191203_Day1_SI_JB08_Test_6 3 3 4 \n", "20191203_Day1_SI_JB08_Test_7 7 1 3 \n", "20191203_Day1_SI_JB08_Test_8 10 1 4 \n", "20191203_Day1_SI_JB08_Test_13 9 3 4 \n", "20191203_Day1_SI_JB08_Test_14 11 3 11 \n", "20191203_Day1_SI_JB08_Test_15 13 3 4 \n", "20191203_Day1_SI_JB08_Test_16 8 3 11 \n", "20191203_Day1_SI_JB08_Test_22 13 2 9 \n", "20191203_Day1_SI_JB08_Test_23 11 1 3 \n", "20191203_Day1_SI_JB08_Test_24 5 1 2 \n", "20191203_Day1_SI_JB08_Test_29 12 2 2 \n", "20191203_Day1_SI_JB08_Test_30 3 1 6 \n", "20191203_Day1_SI_JB08_Test_31 6 5 7 \n", "20191203_Day1_SI_JB08_Test_32 13 2 7 \n", "20191203_Day1_SI_JB08_Test_37 8 0 7 \n", "20191203_Day1_SI_JB08_Test_38 9 0 10 \n", "20191203_Day1_SI_JB08_Test_39 6 1 9 \n", "20191203_Day1_SI_JB08_Test_40 7 0 5 \n", "20191203_Day1_SI_JB08_Test_45 10 1 2 \n", "20191203_Day1_SI_JB08_Test_46 4 2 5 \n", "20191203_Day1_SI_JB08_Test_47 6 2 8 \n", "20191203_Day1_SI_JB08_Test_53 11 1 4 \n", "20191203_Day1_SI_JB08_Test_54 12 2 8 \n", "20191203_Day1_SI_JB08_Test_55 13 1 8 \n", "20191203_Day1_SI_JB08_Test_56 11 1 4 \n", "20191204_Day2_SI_JB08_Test_6 11 1 6 \n", "20191204_Day2_SI_JB08_Test_7 6 1 5 \n", "20191204_Day2_SI_JB08_Test_8 6 6 5 \n", "20191204_Day2_SI_JB08_Test_13 11 1 12 \n", "20191204_Day2_SI_JB08_Test_14 9 2 6 \n", "20191204_Day2_SI_JB08_Test_15 8 1 5 \n", "20191204_Day2_SI_JB08_Test_16 7 0 4 \n", "20191204_Day2_SI_JB08_Test_21 12 1 11 \n", "20191204_Day2_SI_JB08_Test_22 13 0 2 \n", "20191204_Day2_SI_JB08_Test_23 9 1 7 \n", "20191204_Day2_SI_JB08_Test_24 19 1 12 \n", "20191204_Day2_SI_JB08_Test_30 7 7 3 \n", "20191204_Day2_SI_JB08_Test_37 13 2 8 \n", "20191204_Day2_SI_JB08_Test_38 10 0 10 \n", "20191204_Day2_SI_JB08_Test_39 5 2 4 \n", "20191204_Day2_SI_JB08_Test_40 4 4 3 \n", "20191204_Day2_SI_JB08_Test_45 9 4 0 \n", "20191204_Day2_SI_JB08_Test_46 11 3 5 \n", "20191204_Day2_SI_JB08_Test_47 5 1 14 \n", "20191204_Day2_SI_JB08_Test_53 12 1 7 \n", "20191204_Day2_SI_JB08_Test_54 4 3 6 \n", "20191204_Day2_SI_JB08_Test_55 8 4 7 \n", "20191204_Day2_SI_JB08_Test_56 7 0 3 \n", "20191204_Day2_SI_JB08_Test_61 11 0 6 \n", "20191204_Day2_SI_JB08_Test_62 13 0 11 \n", "20191204_Day2_SI_JB08_Test_63 7 0 6 \n", "20191204_Day2_SI_JB08_Test_64 14 0 5 \n", "\n", " W_stat-active W_stat-passive W_moving \\\n", "20191203_Day1_SI_JB08_Test_5 25 4 29 \n", "20191203_Day1_SI_JB08_Test_6 28 2 30 \n", "20191203_Day1_SI_JB08_Test_7 23 1 23 \n", "20191203_Day1_SI_JB08_Test_8 33 1 32 \n", "20191203_Day1_SI_JB08_Test_13 34 4 36 \n", "20191203_Day1_SI_JB08_Test_14 40 3 40 \n", "20191203_Day1_SI_JB08_Test_15 30 3 31 \n", "20191203_Day1_SI_JB08_Test_16 34 4 36 \n", "20191203_Day1_SI_JB08_Test_22 44 3 48 \n", "20191203_Day1_SI_JB08_Test_23 26 4 29 \n", "20191203_Day1_SI_JB08_Test_24 26 1 26 \n", "20191203_Day1_SI_JB08_Test_29 24 4 22 \n", "20191203_Day1_SI_JB08_Test_30 24 1 27 \n", "20191203_Day1_SI_JB08_Test_31 36 7 38 \n", "20191203_Day1_SI_JB08_Test_32 38 2 39 \n", "20191203_Day1_SI_JB08_Test_37 30 0 31 \n", "20191203_Day1_SI_JB08_Test_38 26 0 27 \n", "20191203_Day1_SI_JB08_Test_39 38 4 39 \n", "20191203_Day1_SI_JB08_Test_40 40 0 41 \n", "20191203_Day1_SI_JB08_Test_45 20 3 21 \n", "20191203_Day1_SI_JB08_Test_46 31 3 31 \n", "20191203_Day1_SI_JB08_Test_47 37 2 38 \n", "20191203_Day1_SI_JB08_Test_53 36 5 41 \n", "20191203_Day1_SI_JB08_Test_54 32 6 35 \n", "20191203_Day1_SI_JB08_Test_55 29 1 30 \n", "20191203_Day1_SI_JB08_Test_56 22 2 22 \n", "20191204_Day2_SI_JB08_Test_6 29 0 30 \n", "20191204_Day2_SI_JB08_Test_7 27 4 29 \n", "20191204_Day2_SI_JB08_Test_8 27 7 24 \n", "20191204_Day2_SI_JB08_Test_13 31 2 32 \n", "20191204_Day2_SI_JB08_Test_14 29 3 32 \n", "20191204_Day2_SI_JB08_Test_15 29 1 31 \n", "20191204_Day2_SI_JB08_Test_16 19 1 21 \n", "20191204_Day2_SI_JB08_Test_21 33 3 32 \n", "20191204_Day2_SI_JB08_Test_22 32 1 33 \n", "20191204_Day2_SI_JB08_Test_23 24 1 24 \n", "20191204_Day2_SI_JB08_Test_24 43 1 44 \n", "20191204_Day2_SI_JB08_Test_30 36 8 38 \n", "20191204_Day2_SI_JB08_Test_37 43 1 44 \n", "20191204_Day2_SI_JB08_Test_38 29 3 31 \n", "20191204_Day2_SI_JB08_Test_39 20 2 22 \n", "20191204_Day2_SI_JB08_Test_40 18 5 21 \n", "20191204_Day2_SI_JB08_Test_45 34 3 37 \n", "20191204_Day2_SI_JB08_Test_46 27 9 27 \n", "20191204_Day2_SI_JB08_Test_47 27 1 28 \n", "20191204_Day2_SI_JB08_Test_53 33 4 34 \n", "20191204_Day2_SI_JB08_Test_54 30 3 31 \n", "20191204_Day2_SI_JB08_Test_55 17 5 19 \n", "20191204_Day2_SI_JB08_Test_56 39 6 43 \n", "20191204_Day2_SI_JB08_Test_61 36 2 37 \n", "20191204_Day2_SI_JB08_Test_62 44 1 45 \n", "20191204_Day2_SI_JB08_Test_63 29 1 29 \n", "20191204_Day2_SI_JB08_Test_64 37 4 41 \n", "\n", " W_sniffing B_missing W_missing \n", "20191203_Day1_SI_JB08_Test_5 81 0 0 \n", "20191203_Day1_SI_JB08_Test_6 82 0 0 \n", "20191203_Day1_SI_JB08_Test_7 74 0 0 \n", "20191203_Day1_SI_JB08_Test_8 83 6 0 \n", "20191203_Day1_SI_JB08_Test_13 82 0 0 \n", "20191203_Day1_SI_JB08_Test_14 101 0 0 \n", "20191203_Day1_SI_JB08_Test_15 81 0 0 \n", "20191203_Day1_SI_JB08_Test_16 91 0 0 \n", "20191203_Day1_SI_JB08_Test_22 94 0 0 \n", "20191203_Day1_SI_JB08_Test_23 75 2 0 \n", "20191203_Day1_SI_JB08_Test_24 75 0 0 \n", "20191203_Day1_SI_JB08_Test_29 75 0 0 \n", "20191203_Day1_SI_JB08_Test_30 69 0 1 \n", "20191203_Day1_SI_JB08_Test_31 107 0 0 \n", "20191203_Day1_SI_JB08_Test_32 99 0 0 \n", "20191203_Day1_SI_JB08_Test_37 77 0 0 \n", "20191203_Day1_SI_JB08_Test_38 86 0 0 \n", "20191203_Day1_SI_JB08_Test_39 110 1 1 \n", "20191203_Day1_SI_JB08_Test_40 102 0 0 \n", "20191203_Day1_SI_JB08_Test_45 64 3 0 \n", "20191203_Day1_SI_JB08_Test_46 77 0 0 \n", "20191203_Day1_SI_JB08_Test_47 85 0 0 \n", "20191203_Day1_SI_JB08_Test_53 80 0 0 \n", "20191203_Day1_SI_JB08_Test_54 79 2 0 \n", "20191203_Day1_SI_JB08_Test_55 74 0 0 \n", "20191203_Day1_SI_JB08_Test_56 81 0 0 \n", "20191204_Day2_SI_JB08_Test_6 87 0 1 \n", "20191204_Day2_SI_JB08_Test_7 68 0 0 \n", "20191204_Day2_SI_JB08_Test_8 77 3 0 \n", "20191204_Day2_SI_JB08_Test_13 68 0 0 \n", "20191204_Day2_SI_JB08_Test_14 83 0 2 \n", "20191204_Day2_SI_JB08_Test_15 82 0 0 \n", "20191204_Day2_SI_JB08_Test_16 62 0 0 \n", "20191204_Day2_SI_JB08_Test_21 89 5 0 \n", "20191204_Day2_SI_JB08_Test_22 93 0 0 \n", "20191204_Day2_SI_JB08_Test_23 67 0 0 \n", "20191204_Day2_SI_JB08_Test_24 92 0 0 \n", "20191204_Day2_SI_JB08_Test_30 89 0 0 \n", "20191204_Day2_SI_JB08_Test_37 100 0 0 \n", "20191204_Day2_SI_JB08_Test_38 75 0 0 \n", "20191204_Day2_SI_JB08_Test_39 69 0 0 \n", "20191204_Day2_SI_JB08_Test_40 71 1 0 \n", "20191204_Day2_SI_JB08_Test_45 72 1 0 \n", "20191204_Day2_SI_JB08_Test_46 83 0 0 \n", "20191204_Day2_SI_JB08_Test_47 74 0 0 \n", "20191204_Day2_SI_JB08_Test_53 88 1 0 \n", "20191204_Day2_SI_JB08_Test_54 90 1 0 \n", "20191204_Day2_SI_JB08_Test_55 63 0 0 \n", "20191204_Day2_SI_JB08_Test_56 100 0 0 \n", "20191204_Day2_SI_JB08_Test_61 92 2 0 \n", "20191204_Day2_SI_JB08_Test_62 104 0 0 \n", "20191204_Day2_SI_JB08_Test_63 96 0 0 \n", "20191204_Day2_SI_JB08_Test_64 92 0 0 \n", "\n", "[53 rows x 27 columns]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "deepof.visuals.count_all_events(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " bin_size=60,\n", " bin_index=0,\n", " counting_mode = \"Events\",\n", ")" ] }, { "cell_type": "markdown", "id": "75d995b4", "metadata": {}, "source": [ "If we check experiment 20191204_Day**2**_SI_JB08_Test_54 at the near end of the table (not to confuse with 20191204_Day**1**_SI_JB08_Test_54), we see that exactly 1 B_W_sidebyside\tevent was counted in the first minute. Plotting the respective range of the Gantt plot confirms this (note that shorter events will get lost in a longer Gantt plot section, as they simply get too short to be depicted)." ] }, { "cell_type": "code", "execution_count": 12, "id": "040c5d84", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12, 8))\n", "\n", "deepof.visuals.plot_gantt(\n", " my_deepof_project,\n", " \"20191204_Day2_SI_JB08_Test_54\",\n", " supervised_annotations=supervised_annotation,\n", " bin_size=60,\n", " bin_index=0,\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b45ecc46", "metadata": {}, "source": [ "Thats good for a quick visualization, but let's indeed compare how these patterns compare across experimental conditions!" ] }, { "cell_type": "markdown", "id": "2efa63dc", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "### Exploring trait enrichment across conditions." ] }, { "cell_type": "markdown", "id": "35e9c32f", "metadata": {}, "source": [ "The simplest (but quite powerful) thing to do is to test for enrichment across traits. We can compute all statistics and plot the results using the `deepof.visuals.plot_enrichment()` function. The code below creates a figure with two plots with different scales (one for speed and one for everything else, given the differences in y-axis values)." ] }, { "cell_type": "code", "execution_count": 13, "id": "bf2b6c38", "metadata": { "pycharm": { "name": "#%%\n" }, "scrolled": false }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(14, 5)).subplot_mosaic(\n", " mosaic=\"\"\"\n", " AAAAB\n", " AAAAB\n", " \"\"\",\n", ")\n", "\n", "deepof.visuals.plot_enrichment(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " add_stats=\"Mann-Whitney\",\n", " plot_speed=False,\n", " ax = fig[\"A\"],\n", ")\n", "\n", "deepof.visuals.plot_enrichment(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " add_stats=\"Mann-Whitney\",\n", " plot_speed=True,\n", " ax = fig[\"B\"],\n", ")\n", "\n", "for ax in fig:\n", " fig[ax].set_xticklabels(fig[ax].get_xticklabels(), rotation=45, ha='right')\n", " fig[ax].set_title(\"\")\n", " fig[ax].set_xlabel(\"\")\n", " \n", "fig[\"A\"].get_legend().remove()\n", "\n", "plt.tight_layout() \n", "plt.show()" ] }, { "cell_type": "markdown", "id": "169d717c", "metadata": {}, "source": [ "We see DeepOF reports significant differences for many of these traits! If you'd like to print a detailed statistical summary, you can set the 'verbose' parameter to True in `deepof.visuals.plot_enrichment()`.\n", "\n", "In the figures, you see all tagged traits in the X-axis, and the frames per video in the y-axis. Bars represent averages, and error bars standard deviations. By default, DeepOF runs a Mann-Whitney U non-parametric test on the means per test, and controls for multiple testing using Benjamini-Hochberg's method. For details on how to change both the tests to run and the multiple testing parameters, feel free to check the full API reference or the function docstring." ] }, { "cell_type": "markdown", "id": "eca3967f", "metadata": {}, "source": [ "Most functions within DeepOF allow the user to restrict the data to certain periods of time. This can be useful to quantify habituation, for example (as we'll see), or to explore how the retrieved patterns interact with timed environmental cues (such as tones, experimental actions, etc.).\n", "\n", "To see how this works in the context of supervised annotation enrichment, let's generate the same figure as above, but for the first two minutes of data only:" ] }, { "cell_type": "code", "execution_count": 14, "id": "8e526fdf", "metadata": {}, "outputs": [ { "data": { "image/png": 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gLVu2lA4dOkjjxo1lypQpbvytiIiIiIiIiIiIvAeCm7gsWrRI4uLiLNbv2LFD/T99+nS5cuVK6nU4efKk/PHHH7JgwYLUpMwnn3xSlTFduXKlmhlfq1YtFbtDGVPo3bu3FClSRD0O1r/11lsSFBSk1g0ZMkRtw8aNG+XAgQMqiIxtMwSCEfxF/BBxxVWrVqlMYMzQN3jjjTfk77//lsWLF6sSHRs2bJDdu3eLN/F3d8FfNBIzv8yYMUNF6rXW4YL7GeTOnVt+++03uX//vmog9tNPP6X+EYmIiIiIiIgyu0mTJqlzbGS+oXwgZqjqOXTokJoWjdsji27ChAkWtzGsM78gyGKA83bz9S+++KLTfkciypjAwEAVj0M5hJw5c6qate+8805qMzlkygLWoW+U4TpgJvzMmTNVELVatWqyefNm9Tkzb948qVOnjpQtW1a+/PJLdd/58+er+2B2fatWrVQSJtYjwIt6uYZ1jRo1kqpVq6rSDI8//rg0bdpUrZs4caJ6njFjxqj74mfEAlFK9fjx42o2/48//qieDwFiPAZ+J/S88iZuDdgSERERERERkfPMmTNHzWb94IMPVIYZAiJt27a1aOBtEB0drQIkn332mW4zb2TEIcPOcFmzZo1ajoCLMZQvNL7d2LFjnfAbEpGjYLDm8uXLasY7SpAiMxWZsQjkWoPyCcYBXJQ7QOAUvagMmbu4oBTqqVOn1G3wuYSSCQja4vPGsBxefvll+fjjj1XQFp9dhqCx4bERnDV+XARuAY+BCwLIxr2tkOxZvnx5r3qheHTTMSIiIsockPGDmlmGnx19eyIioszqq6++UoHTfv36qevff/+96gCPjDRMQTZXt25ddQGt9WAcmAEEW0qXLi3NmjUzWR4WFqYb9CXf4gnHZp6wDb4A+65169bqMnLkSBVURdC0b9++uvdBnVljCNaipCkCvuaQZWuoffv000+rzyOUTcBzzJ49W9XIHTBggBpYwjqUNPj0009VHdqXXnpJPTbq26JMgjk8J8oz+AJm2BIREZHbYZqkoaMwfnb07YmIiDIjZJmhNiQy2Az8/f3V9X///ddhz/Hrr7/K888/b/GdjJ4zefLkkSpVqqjGRcjeJd/kCcdmnrANvqhSpUqqiRegxmxSUlKa90FW7tWrV1WZhTJlyphc8JlgUK5cORk+fLgKynbt2lXVxzUoWrSoKqOCurivvfaaTJ06NfWxUboFpVnMHxuBYwweYTu3bduW+li3b99W5RK8CQO2RERERERERD4IXdMRXEEXdWO4jmCKI6BBEZoAmWffIXMOgVxMXUaw9pdffpFnnnlG93HQYOjevXsmFyJynZs3b6pmXnjfogQByhegBi1KmXTq1EndBkHSdevWqc8PBEH1YFCoYcOG0rlzZxWMPXv2rPzzzz/y7rvvqkZhMTExMnToUJWBe+7cOdmyZYsqtVKxYkV1/2HDhsmff/6ptgGlXPA5YliHWtloXNarVy91H5RAwG0xiwCfdyiR0L9/f9V4bP369XLw4EH1+YTBKm/CkghEREREREREZBc092nfvr0UKlTIZPmgQYNSf0bTH0xVRgMgBFeQAWcOU55Hjx7NvwKRmyDQibqv48ePV+/ThIQEleWKkipoPgYoS4Das8h2LVy4sArEakGG84oVK1SAFoHUyMhIVR4FjcMwYBQQEKACxH369JFr166prFtk2Bo+A5KSklRg9uLFi5I9e3ZVTxfbBfisQYB3xIgR0qZNGzXYgxq6uI0hKPvFF1+klk7Ili2bytC9e/eueBO/lJSUFMnkMHKXI0cO9cfDC4GIiIiIiIjI288rUa4AdWTRlR2ZbgbPPfecyopdvHix1fsjmw6ZbrhoQWYcGpRhyrIhA08PplQjILRq1SpVm9Icgi64GO9PBIs8aX8Spee9HhsbqzJDS5YsyVq6ZPfrw7vygYmIiIiIiIgoXYKDg6V27dpqCrNBcnKyuo7pyhmFepP58uWTxx57LM3b7t27V/2PTFstISEhKvhlfCEiyqxYEoGIiIiIiIjIR2H6MjJq69SpI/Xq1ZMJEyaobFdMUwZMScbUZpQkMGTlHj58OPXnS5cuqWArsmPR1Mc48IuALR4bjYWMYTr1b7/9Jh06dJCIiAhVDxONhTAdulq1ai79/YmIvBEDtkREREREREQ+qkePHqp+5Pvvv68aBdWoUUOVJTA0Ijt//rxJM57Lly9LzZo1U69/+eWX6tKsWTPVIMhg7dq16r7PP/+8ZmYv1huCwyht0K1bN3nvvfec/vsSEfkC1rD10FpDRERERERE5D14Xsn9SZkDa9hSRrCGLRERERERERERkRukpKRwv5Pdrws2HSMiIiIiIiIiInKAoKAg9X90dDT3J1kwvC4MrxM9rGFLRERERERERETkAAEBAZIzZ065fv26uh4WFiZ+fn7ct5lcSkqKCtbidYHXB14n1jBgS0RERERERERE5CAFChRQ/xuCtkQGCNYaXh/WMGBLRERERERERETkIMioLViwoOTLl08SEhK4Xym1DEJambUGDNgSERGR17p9+7bcuXNHSpQowalmRERERB4iOTlZLl26JDly5JDs2bNLZoXgXHoDdETG2HSMiIiIvM69e/fk6aefVlkLpUqVkrJly8qSJUvcvVlEREREmd6aNWukdevW0qpVK3nkkUfk9ddflwcPHmT6/UJkCwZsiYiIyOs899xz8vvvv0tiYqK6furUKenevbvs37/f3ZtGRERElGkdOnRIhg0bJhcvXlTXUQ5g6dKl8u6777p704i8CgO2RERE5FUuXLggixcvtliOE4IffvjBLdtERERERCKzZ89OHVA3tnr1arl27Rp3EVE6MWBLREREXuXy5cuSkpKiuQ610oiIiIjIPfSCsqhpe+PGDZdvD5G3YsCWiIiIvEqVKlVUAwstjRo1cvn2EBEREdF/atWqpbkrcubMKaVLl+ZuIkonBmyJiIjIq4SHh8vo0aMtlpcrV04GDhzolm0iIiIiIpGePXtK8eLFLXbFyy+/LKGhodxFROkUmN4bEhEREXmKV155RQVoUbM2MjJSdSHGiQCyN4iIiIjIPXAshjq2M2fOlK1bt0pERIQK4jZp0oR/EiIb+KXoFYHLRO7du6emVt69e1eyZ8/u7s0hIiIiIiIiL8PzSu5Pyhz4XidXYEkEIiIiIiIiIiIiIg/BgC0RERERERERERGRh2DAloiIiIiIiIiIiMhDMGBLREREXuv27duSkJDg7s0gIiIiIiJyGAZsiYiIyOssXLhQKlSoILlz55Z8+fLJ22+/LYmJie7eLCIiIiIiogwLzPhDEBEREbnO5s2bpXv37pKcnKyu37lzRz777DNJSkqSsWPH8k9BRERERERejRm2RERE5FW+/vrr1GCtse+//15iYmLcsk1ERERERESOwoAtEREReZWzZ89qLr9//77cuHHD5dtDRERERETkSAzYEhERkVepU6eO5vJChQqpCxERERERkTdjwJaIiIi8Sq5cuTSXlytXTgICAly+PUTkHZo3by4vv/yyvPnmm6phYYECBWTUqFFqXUpKivq5WLFiEhISogZ/cFsiIiIid2DTMSIiIvIqy5Yt01y+Y8cOVdvW35/j0USk7eeff5ZXX31Vtm3bJv/++6/07dtXGjVqJHfv3pXx48fL7NmzpXLlynL16lXZt28fdyMRERG5BQO2RERE5FUePHiguTw6OlqSkpIYsCUiXdWqVZMPPvhA/Vy2bFmZOHGirFu3TvLly6cyblu1aiVBQUEq07ZevXrck0REROQWTEEhIiIir9K+fXvN5a1bt1aBFiIiawFbYwULFpTr16/Lk08+KTExMVKqVCkZOHCgLFy4UBITE7kjiYiIyC0YsCUiIiKvMnLkSJUZZyxPnjwybtw4t20TEXkH80EdPz8/VUqlaNGicuzYMfnuu+8kS5YsMnjwYGnatKkkJCS4bVuJiIgo82JJBCIiIvIqmLa8e/du+fXXX9X/ZcqUkX79+knevHndvWlE5MUQqO3YsaO6DBkyRCpUqCAHDhyQWrVquXvTiIiIKJNhwJaIiIi8TtasWeXFF19092YQkY+YMWOGqoFdv359CQsLUwNCCOAWL17c3ZtGREREmRBLIhARERERUaaWM2dOmTp1qjRq1EjVuV27dq0sXbpUIiIi3L1pRERElAkxw5aIiIiIiHzehg0bLJYtWrQo9efOnTu7eIuIiIiItDHDloiIiIiIiIiIiMhDMMOWiIiIvM6DBw9k9erVqsN7mzZtJDw83N2bREQeLCUlRWJjY22+X2hoqPqcISIiIso0AduNGzfKF198Ibt27ZIrV67IwoULTaYi4cDqgw8+UPWk7ty5o2pKTZ48WcqWLZt6m1u3bslLL72kakz5+/tLt27d5Ouvv1bNSIiIiMj3LF68WPr06SP37t1T13PkyKEaBD3++OPu3jQi8kA4p+jfv7/s37/f5vtWr15dpk2bxqAtERERZZ6SCFFRUeogaNKkSZrrx44dK9988418//33sm3bNpU907ZtW5PR8d69e8uhQ4dkzZo1smzZMhUEHjRokAt/CyIiInKVyMhI6dmzZ2qwFu7evSs9evRQg7hEROZw7mBPsBb27dtnV2YukafBOXeJEiVU1nj9+vVl+/bturfF+TUSoXB7ZJhPmDDB4jajRo1S64wvFSpUMLkN3jtDhgxRzfuQUIXHvHbtmlN+PyIiX+PWDNv27duri95IOL4Y3nvvPenUqZNaNnPmTMmfP79qDoCTtSNHjsiqVatkx44dUqdOHXWbb7/9Vjp06CBffvmlFCpUyKW/DxERETnX/PnzNYMn0dHRsmDBAhkwYAD/BESkC6VUsmTJkuYeiomJUeVWiHzBnDlz5NVXX1WJUAjW4jwbiVDHjh2TfPnyaX6nlipVSp588kkZPny47uNWrlxZ1q5dm3o9MNA0vID7Ll++XObNm6dmwwwdOlS6du0qW7ZscfBvSETkezy26diZM2fk6tWr0qpVq9Rl+JDHF8y///6rruP/nDlzpgZrAbdHaQRk5BIREZFvsZbphgALEZE1CNam90LkK7766isZOHCg9OvXTypVqqQCt2FhYfLTTz9p3r5u3bqqdCGSpEJCQnQfFwHaAgUKpF7y5MljMvvlxx9/VM/dokULqV27tkyfPl3++ecf2bp1q3iD5s2b27Q8I+uIiLwmYItgLSCj1hiuG9bhf/MRQXxp5M6dO/U2WuLi4tRUSuMLEREReT7UqdVqAITBWtawJSIiMhUfH696xhgnQuE7E9cNiVD2OnHihJrVimxclCo8f/586jo8Z0JCgsnzomRCsWLFMvy8zoTsX+OsYcB1veUIQNu7jojIKwO2zvTpp5+qbF3DpWjRou7eJCIiIkoHNB4dPXq0xfJPPvlESpYsyX1IRERk5MaNG5KUlGQ1EcoemPk6Y8YMVaIQjcExQ7ZJkyZy//59tR6PHRwcrGbEpvd5PSGxCgHlH374QQYPHqx+F/w/ZcoU3eWIJdi7jojIKwO2mFIB5kXJcd2wDv9fv37dZH1iYqJqOmK4jZa3335bTdEwXC5cuOCU34GIiIgcb+TIkbJ79271ff7OO+/Inj175K233uKuJiIichH0okGN22rVqql6uCtWrJA7d+7I3LlzvTqxCs9pqLmLYw0EnPE7WVtu7zoiIq8M2CJLBkHXdevWpS7DCBtq0zZs2FBdx//4UsB0C4P169dLcnKyGvHTgzo82bNnN7kQERGR96hZs6aMGTNGZdbWqFHDrsdgbToiIvJ1qCsbEBBgNRHKERCILFeunJw8eVJdx2OjHAPO19P7vJ6QWHXp0iVVuxfbXatWLbl9+7a6bm25veuIiKwxbePoYg8ePEj9QAdMo9i7d6+qQYupA8OGDZOPP/5YTX9EABcZNaiR07lzZ3X7ihUrSrt27VQBdRROR40cdJ7EByBuR0RERGQMteTQnMy4ph5qyaHBkNZyNGVJSUmxa90jjzzCnU/kAUJDQ2XTpk2pPzvrPkSeCGUJ0PALiVCG82gkOOE6zp0deW5/6tQpefbZZ9V1PGdQUJB6nm7duqllx44dU3VuDQlYWolV1pqcucLZs2dlwIAB6nsdA7so94DvdWvLwZ51hQsXduvvSkSeza0B2507d8qjjz6aev3VV19V/z/33HOqHs6bb74pUVFRMmjQIDUi1bhxY1Ujx/igadasWeqLpmXLlqp4Or4MvvnmG7f8PkREROTZMCCM440FCxak1pJDfb9x48bpLgd71xGR+6FRIQZlnH0fIk+F7ymcY9epU0fq1asnEyZMUOfZ/fr1U+v79OmjgocoSQDIjD18+HDqz8gGRWJV1qxZpUyZMmr566+/Lh07dpTixYvL5cuX5YMPPlCZvL169VLrUQKgf//+6rmRkIVZrS+99JIK1jZo0EA8VaNGjSyWGQ/Kpmd5RtYRERn4pSA1JJNDqQV8oWDaBcsjEBER+T5Mu/zss8/U/yitkNbyjKwjIqLMwZPPKydOnChffPGFaviFUkJIcjKUEUTmZ4kSJVTSFCD7U6uRZ7NmzWTDhg3qZ8xq3bhxo9y8eVPy5s2rkqtQpqh06dKpt4+NjZXXXntNfv/9d9VQDLVuv/vuu3SXYvDk/UmZG1+b5AoM2PLNRkRElGkgSwgnj7ly5ZLt27erTCPUk0NGrN5ysGcdpzoSEWUuDOJwf1LmwPc6uQIDtnyzERERZcoatsgoQqaQeQ1b8+VgzzqtaZVEROS7GMTh/qTMge918vkatkRERESuxNp0RERERETk6Zhhy9ERIiIiIiIiyiBm3TkW9yd5Kr42yRWYYUtEREReBc1HNm/erOrGots0urkTERER2QL919EYzROEhobyeIaITDBgS0RERF5j8uTJ8sYbb0hUVJS6XrFiRVm0aJGUK1fO3ZtGREREXhSs7d+/v+zfv188QfXq1WXatGkM2hJRKv+HPxIRERF5ru3bt8uQIUNSg7Vw5MgR6d69u1u3i4iIiLwLMms9JVgL+/bt85hsXyLyDMywJSIiIq8wc+ZMlRFj7sCBA7Jr1y6pXbu2W7aLiIiIvNfq1aslS5YsbnnumJgYadOmjVuem4g8GwO2RERE5BXu379v1zoiIiIiPQjWuitgS0SkhyURiIiIyCu0b99ec3nu3LmlQYMGGXpsZO4iy8WWi1a2LxERERERUUYxw5aIiIi8AmrVzpo1S5YtW5a6LCAgQL799lvVXdnVjUfYIISIiIiIiJyBAVsiIiLyCoGBgbJo0SJZsmSJrFq1SnLlyiXPPfecVKxY0S2NRwwNQjiNkoiIiIiIHIkBWyIiIhFp3ry5bNiwId3LM7KO7IeM2i5duqiLuxqPsEEIkfeIiopSmfn4PA4PD1efHR06dHD3ZhERERFZxYAtERFlWlu2bFHBt1atWqUuW7t2rQrYaS0PCwtLrXVq67pHHnnEhb8Z2YuNR4h8R3x8vPTt29ckg37jxo1y6NAheeONN9y6bURERETWMGBLRESZVrFixeTVV1+VBQsWyP3792Xw4MFy48YNGTdunO5ysHcdERG5zsqVKzXLncyYMUP69Okj+fPn55+DKJNC7ftNmzal/pzZt4OIPI+/uzeAiIjIXYoWLSrz5s2THDlyyO7duyVnzpwyd+5cq8vtXUdERK6Fz2EtiYmJcuDAAf45iDIxPz+/1Fk1+DmzbwcReR4GbImIKNO6dOmS9OzZU+7cuSO1atWS27dvq+vWltu7joiIXMtaBm2+fPlcui1EREREtmDAloiIMq2zZ8/KgAEDZPLkyZItWzb1P65bW27vOnKc5ORkGT9+vFSpUkUKFy4s/fr1k3PnznEXE5GJrl27qhri5qpXry7VqlXj3iIiIiKPxRq2RESUaTVq1MhimXHDsPQsz8g6ss/LL78skyZNMqlHuWbNGtm3b59EREQ4vX4c680ReYcCBQrI1KlTZfTo0XL8+HHx9/eXZs2ayUcffeTuTSMiIiKyyi8FLa0zuXv37ql6g3fv3pXs2bO7e3OIiIhIx5UrV1SzONSgNPfZZ5/JiBEjuO+IyMLly5fVYEvu3Lm5d8hpeF7J/UmZA9/r5ArMsCUiIiKvcfjwYc1gLWh1gycigkKFCnFHEBERkddgwJaIiIi8RpkyZdS0ZtSxNVeuXDm3bBMREVFGoVmpLfz8/GTJkiWqljsREfkeBmyJiIjIaxQvXlx69Oghv//+u8nyXLlyycCBA922XURERBmxd+9eee211yRr1qxp3hZVDVEGKC4ujjudiMhHMWBLREREXmX69OlSpEgR+fHHH+XOnTvSunVrGTt2LKc8ExGRV3vjjTckX7586brtuHHjnL49RETkPmw6xoLRRESkkbkSGxtr835BQxtMUSTX/q24z4mIyNsbEZ07d0411Uzvd9qFCxfUQGVAQID4KjZ2Ik/F1ya5AjNsiYiIzAKA/fv3t6uBVfXq1WXatGkMILoQg7VEROQrJX9sUbRoUadtCxERuZ+/uzeAiIjIkyCz1p5gLezbt8+uzFwiIiIig1WrVsnmzZtTr0+aNElq1KghTz/9tNy+fZs7iogoE2CGLRERkY7Vq1dLlixZ0tw/MTEx0qZNG+5HIiIickgt288//1z9fODAAdWM7NVXX5W//vpL/Y9a7kRE5NsYsCUiItKBYG16ArZEREREjnLmzBmpVKmS+vmPP/6Qxx9/XMaMGSO7d++WDh06cEfb6ebNmzJnzhw5efKklClTRp566inJkycP9ycReSQGbImIiIiIiIg8RHBwsERHR6uf165dK3369FE/586dWzU7IvuC4L1791ZBW4Nff/1VXUqVKsVdSkTeGbCtVauWzQ1AlixZIoULF7Z3u4iIiIiIiIgyncaNG6vSB40aNZLt27errFA4fvy4FClSxN2b55XGjx9vEqwFXJ8wYYJ88803btsuIqIMBWz37t2r6uZkzZo1Xd21P/vsM4mLi0vPQxMRERERERHR/5s4caIMHjxY5s+fL5MnT05NhFq5cqW0a9eO+8kOW7Zs0Vy+adMm7k8i8u6SCCh8ni9fvnTddty4cRnZJiIiIiIiIqJMZf369dKsWTMpVqyYLFu2TDNLlOyTI0cOefDggeZyIiJP5J/eei958+ZN94MePnxYihcvnpHtIiIicovQ0FCVbYELfnbWfchzHDlyRAYNGiTVq1eXFi1ayJQpUyQ5Odndm0VERJnMgAED1Hn3008/LXPnzpX79++7e5N8Rrdu3TSXd+/e3eXbQkTksIAtgq+oS5teRYsWlYCAgHTfnoiIyFPg+y5Llizqkt7vPnvuQ57hwoUL8swzz8jff/8tsbGxcunSJTVTCOWdiIiIXOn06dOyYcMGqVSpknz55Zdqhmvr1q3l22+/lfPnz/OPkQEvvPCCCtoa4hT4H9dffPFF7lci8kh+KSg6a4NVq1apWrYohA6TJk2SqVOnqi8V/JwrVy7xNui0iakQd+/elezZs7t7c4iIiMhFEJidPn26xfKQkBCVMc2pkkRE5K7zysuXL6tm3rj89ddfUr58eXniiSfUpU6dOj7/h3HGefq1a9dUYLxUqVKSP39+hzwmZT6MIZHHZNia17LFixMOHDigmpF16NBBlU1AJ0siIiIib3Hq1CnN5WieevHiRZdvDxERkUGhQoVUBuiKFSvkxo0b8t5778nZs2dV47ExY8bYtKOQXFWiRAlVuql+/fqyfft23dseOnRIZZ/i9pg5NGHCBIvbfPrpp1K3bl3Jli2bygTu3LmzHDt2zOQ2zZs3V/c3vrg7oxVB2oYNGzJYS0S+F7BFYBbZtPDHH3/I448/rr4s8AWArpVERERE3qJMmTKay3FCixJPREREniA8PFzVW505c6bKEh04cGC67ztnzhyVXPXBBx/I7t27Vc32tm3byvXr1zVvHx0drTJQMQulQIECmrdBKaEhQ4bI1q1bZc2aNZKQkCBt2rSRqKgok9thO69cuZJ6GTt2rI2/ORFR5hRo6x2Cg4PVBzisXbtW+vTpo37OnTt3auYtERERkTdA/dr58+dbHMOg4QvLJJEvQsZbtWrV1KDEtGnT1LE9Mt5GjRolqJQ2evRo+emnn1RAKCIiQgWIvvnmG3dvNlGms2PHDlUGAUFV40aYyFJFrXVbmoJ/9dVXKnDar18/df3777+X5cuXq/f6W2+9ZXF7ZM7iAlrrDaUSjc2YMUNl2u7atUuaNm2aujwsLEw36EtERA4M2KJ2LUbnGjVqpKZRYLQOjh8/LkWKFLH14YiIiIjcpnDhwvLrr7+qhi7IEkKAqmfPntK3b1/N2yOgtX//ftWspEqVKi7fXiJH+Pnnn9Xx/LZt2+Tff/9Vr3cc26NO5Pjx42X27NlSuXJluXr1quzbt487ncjFMIMV5Q9QsxZT+I0bmtra3DQ+Pl4FUd9+++3UZf7+/tKqVSv1/ncUfH4YErmMzZo1S33PImjbsWNHGTlypAriEhGRgwO2EydOlMGDB6tslMmTJ6sTHUA5BNTSISIiIvImOCHG8U1a0IQM2UmGurcI2OJEFNmKRN4Er1lMjYayZcuq1/+6detUdhyCKgjkBAUFSbFixaRevXru3lyiTOfrr79W2a96g4e2QO3bpKQki5qtuH706FFxBGQADxs2TA38GA9mYrZK8eLFVS1eDHaOGDFC1bldsGCBbv14XAw4g5eIMjObA7Y4cFu2bJnFcozGExEREXmjW7duqS7cyCisVauWtGjRQgIDA03Wo26/8cnjwYMHVeNVdJvGtHIib2E+yFCwYEE17Rr1KNFcCLUrkYiB1zcy4ozfC0TkfMiARfDTW+CzA9+JmzdvNlk+aNCg1J+rVq2qPmtatmypBj5Lly6t2cgMZVmI7IWZUBs2bFDHc3gPIX5F5NNNx2wd2bp//76920NERETkUpjyjUYpOFGcPn26vPTSS/Lcc89JbGxs6m0wRVzreOjSpUuqDiCRN0H2rDFMsUaGHBrtIfvtu+++kyxZsqhZdahFiWZCROQ6w4cPV029HSFPnjyqjA/qUhvDdUfUlh06dKhK6EK93bRKJNavX1/9f/LkSc31KNuA0gqGy4ULFzK8fZR5nD17Vg0MYNAd2d0YfHzjjTfcvVlEzg3Y5sqVS7eDpBaUSUC2CREREZGnQ7Ml88HmnTt3ym+//ZZ6PTIyUvf+thwjEXk6BGqRVYtGY8hSQo3LAwcOuHuziDKV119/XQ2eIAsV78euXbuaXGyBGSC1a9dWZU8MMECD6w0bNsxQJiOCtQsXLpT169dLyZIl07zP3r171f/ItNUSEhKiGn4aX4jSCyVEDh06lHodpUC+/PJL+eOPP7gTySsFpvfDGF1ks2bNmq4HddQoPN5gOIlCkXKktKP2Dd6EKMBuKLaObUMNrqlTp8qdO3dU2jtq66IeFxEREZE1OL44fPiw5jqczD7//PPqZ2Rr4JjEHI5HsI7IF6DLO46/kQWHpkA4BkcAFzUoich1Xn75ZZWx+uijj6pmmLY2GjOHJoOYOVKnTh1VlxqlT6KiolRddujTp49KusJME0OjMsN3I37GbBIEWxEPKFOmTGoZBAxsLl68WLJly6a+TyFHjhzqcwNlD7AepVXwO6CGLTKHkbXP2u/kaMjG/vvvvzXX/fLLL9KtWzfudPLNgC3qfiAgml6YWmE+1coen3/+uQq+opMtOtUi2wVfKvgSwJcYjB07VmUA4DYY1UPXybZt26ovmNDQ0AxvAxEREfkuZB7hRBgDwOaMjyOaNGkiPXv2VKURjL3yyiscJCafkTNnTvnss89UcAeBW0wtXbp0qQq2EJHr4NwWWYGPPfaYQx6vR48eaqbI+++/rwKrNWrUkFWrVqU2Ijt//ryqm2tw+fJlqVmzZup1ZCni0qxZM5V5DzhPh+bNm5s8F0oLIckK369r165NDQ6j5AqCZki+8jQYoJ0yZYoKMiPx68UXX1S/K6UfXkOYrYRGru6oe25cxspcTEyMS7eFyFH8UrTOUDwEmnvgS+THH39MXYYPeYzYYcQfm46s29dee01NGwHUusF9kCGAE6v0QE06BIFxX067ICIiylz69+9v0SjFMHDcuXNnkymkc+bMUd2tcTLSq1cveeKJJ1y8tURE5KkcdV6JrPY///xTKlSoIJmZK87T16xZo2rXG4dFELz+/vvvGbRNBwwAIB6D5DrIly+fGhho3bq1uFrFihXl6NGjFssnTpyoMsIdiTEk8pgatu7yyCOPqNGu48ePpzYFwQlV+/bt1fUzZ86oD4hWrVql3gcf6JjGhXpbRERERGn55JNPVEaI8YnaM888I506dTK5HZYjSDtv3jz5/fffGawlIiKnQAkelP2Ljo7mHnYyZAqb57BhgBYBW0ob6hgbgrWGuv4ofYFsZVdDlrR5Gc+WLVvKgAEDXL4tRI7g+lx1G7z11ltq5AIji+hsialZOKnq3bu3Wm+ok2OYymGA64Z1WuLi4tTFQKvrMxERkS1Qaw5TGDEdDPXann32WTUdkDwfSjmhBt+OHTtU12xMFcXUTSJfhMCEtamjWlAeJKM1NIko/VDyDwEvnNeWKFHCotzg7t27uTsd5MSJEzYtp4fQ4EurKSV6GmE20htvvOHS3YXyVfi7YTb2lStXVL1kzNpGLInIG3l0wHbu3Lkya9YsVawcNWxR6HzYsGGqDAKKptsLxdRHjx7t0G0lIqLMC3XdjA9KcZCKDEzUh3NHHS+y3c2bN9VxBg7wMUCMk2QG3MkXg7UoAYLmP7aoXr26akDMoC2RaxiX4yHnKl26tBw5ckRzOVl369Ytu9Y5exDeUC6TyNt5dA1bZLcgy9a43sjHH3+sRkxQm+T06dPqg3TPnj0qG8YABcJx/euvv053hi2eizVsiYjIVjggRWdlrYw1DDw++eST3KkeDsGr559/XmVHG2CgeObMmRZT64i8GRqvIAPJHps2bVJ9JIhIH+taet/+XLlypUoKM4bBKdQ9NS69SJZw3ITvFK2mXmgOb15aypfwvU6uYFPaT2JioowZM0ad1BQpUkScDTV7jLtVAtLZUVMGSpYsqUZQUOfWELDFG2fbtm3yv//9T/dxQ0JC1IWIiCijtmzZoju9GN2RGbD1fJh1YxysNUzzQwNT1GYj8kWrV69OMwCLk/A2bdq4bJuIiFwN/XGQw/bDDz+ohLCyZcuqWAKDtWnLli2bCnZjBrOxOnXqpPYdIiIXBWwxrfOLL76QPn36iCt07NhR1awtVqyYynRBJu1XX32lAsaGkS98QCDrFh+sCOCOHDlSlUzgNBIiInKFvHnz2rWOPKcUwsGDB3XrEjNgS74KwVpmzBJ5jty5c6tm23ny5EnX7XGOjMz34sWLO33bfB16D+BCtuvbt69UrFhRlQMzZNx27dqVZaWIHMDmwnotWrSQv//+WxU/d7Zvv/1WBWAHDx6sug0iEPvCCy/I+++/n3qbN998U6KiomTQoEFy584dady4saoZiOYIREREztagQQOpVq2aRU1INAjJSL11cg3MuDE0NjUXFhbGPwNRJoUZfcgwDg8Pd/emUCaBc1lMz0cJgPQOOGp9dxG5Wv369dXFE6D0JY7BzWdqE2WKgC1S21FXFt0Aa9eubXEQ88QTTzg0xX7ChAnqogdZth9++KG6EBERucPixYulZ8+eqiQPYIDxu+++U7M/yLOhRm3Lli3V9HBznK1DlPlgajRqL44fP16uXbsmFSpUUOcZLG9DrsCBXiL74BgczcY2b96s6h2jwSbKeTKRjzJVwBbZroDSBFrBU47yERFRZoNZJ1u3blUNMTEdrGbNmqqMEHmHAQMGyL59+1RwBpCV0bt3bzWlj4gyl88//1zefvvt1Ov4XO/Ro4fKemQ9X3ImQ58Wco7Lly/LvHnz5MqVK2pmFBpiMYPeN5w5c0bVHH7w4EFqXyMMut24cUM1kCXyVjafTfKLhIiISBsysci7oHHpK6+8IgkJCanLqlevrkouYSCaiDIPnOfgJF8r6xbJKgzYEnmnXbt2qcFZNDWHhQsXyqxZs+TXX3+VXLlyqWW3b99WJSkQ7GvUqJFUrVrVzVtN6TV58uTUYK2x3377TT777DM1843IG2WosIdeV2wi8h3Nmze3aXlG1hERuVJiYqKMHj3aJFgLaHK6aNEi/jHI52BqKJoU4ZKeaaK23t7b4YQffTO0oHs8EXknNCk3BGsNTp48KdOnT1c///vvv6pXD44JMGjTvXt31UuH0g+zEf788085d+6cS3fbli1bVGBWC2Z/Y7suXbrEmeCUOQK2eNF/9NFHUrhwYVX3zXDwgg+0H3/80RnbSEQuhi++tWvXmizDdb3l//zzj93riIjc5dixY6llEMxt2LDB5dtD5GzIGs+SJYu6pCeD3Nbbezv0z9CrPV6qVCmXbw8RZdytW7fk8OHDmuswGIXB2xEjRlgEdOfOnSt//fUX/wTpGOhCvViUmHj55Zelbdu2apYS9qsrekg0a9ZMBWS1oDwZ+hEUKVJEihcvzngV+X7A9pNPPpEZM2aoYvzBwcGpy6tUqSLTpk1z9PYRkRsUK1ZMfvjhB1WzGvU48f+UKVN0lxctWtTudURE7hIWFma1+zYRZS4ISiPDTis4jcwxreaEROTZQkJCJCgoSLf26RdffKE7eMv3fNqw/9Doy7iEDAKphuxlZ3rnnXesZs4iaIxzT0BQF2UxlixZ4vTtInJbwBZFmxFoQTOOgIAAk3pvSDcnIu+HQCqK8qPBxu7duyVnzpxqlNnacnvXERG5S8mSJaV8+fKa69CE7MKFCy7fJiJyjuPHj8v7778vffv2VY3F0HhI6+Qet0PAQQvuS0TeBY3F2rVrp7kuJiZGJaPpQRNS0ofPSr0AKIK2znT37l3dzGkE6fUG5b/++munbheRI9n8CYSRiTJlymgW6TevAUdE3gnv8549e8qdO3ekVq1aqgg/rltbbu86IiJ30jugx0nI8uXLXb49ROR427Ztk27dusmcOXNUrcqffvpJunbtalFrcciQITJq1Cjdx0GQVy8Tjyij0OwqvReyDQZrGjdurLter+RLhw4duKutQAxIr69RVFSUbN26VWUp49zPGYF4Q8M4cw0aNLAocWHAwXjy6YBtpUqVVK0Xc/Pnz5eaNWs6aruIyI3Onj2rpoyg4ybqueF/XLe23N51RET2OHTokLzwwguqScjw4cPt/jzRazBkyN4gIt+YshsfH29R1xLHI8bBWARy02I8w5DIkTADDQGo9FzINtmzZ1f1S+vWras7SItzFOMA7sCBA6VRo0bc1Wl8HjZp0kRzHUoRPPfcc/LSSy+pOrPWMpntgfq0KLOn5bXXXpOKFStqrqtRo4ZDt4PImQLtGZ3CGw+ZcRhRWbBggWragVIJy5Ytc85WEpFLaR2ctGrVSvO2esszso6IyBrUSmvdunVqVgeagvz888+qwaHeAbqecuXK6Wb7M7OGyPvFxcXJgQMHNNdt37499ecTJ06k2SSnQoUKkidPHodvIxEYN7jCIORbb72lynA0bNhQLUN2OL7rPv30U+4wO6Fx+o4dOyyWo8Ytpvbv2bNHzQhENi6aVFHaXn31VdVI2ny2taF2rOFzGK/batWqqdmWjoKa4/jc/u6779Tz4e+LWRIdO3aUhQsXypEjRyzuo5d5S+QTAVt0/1u6dKl8+OGHKg0dAVy86bAMJ09E5Fv0OqVb66Bu7zoiovTASaz5FDxMt8Oxye+//27TTkS2v1YX6Ny5c0vlypX5ByHycgjEoIa+VsZ83rx5TQZvkLFlLWirVweTyBGQhWiA77OvvvpKevXqlbrsiSeekKpVq6p+MkigItvs379fVq1apbkOJVMKFSqkLmSbnTt3prs05qJFixwasEWG73vvvaeC6xh0QzzK8DmNXgRaUKIBAWTUuSXydHZV0Uba+5o1a9Q0QoxQINOlTZs2jt86IiIiIiOY3YNMWi0bN260eV/VqVNHszY/pkv/8ccf3PdEXu7ixYuSNWtWzXXGwbACBQpI//7908ywJXIFZNPi+8kclhlnhlP6odmUVr1VNEEeOXIkd6Wd1q9fn+7bosmbo8tj4RgOpRHGjx+vZkYhLoWArF5tXQzKpTWbgshrA7alSpWSmzdvWizH1AGsIyIiInIWdGzOkiWL5jrj6XfphcHnkydPaq5bsWKFzY9HRJ7jwYMH0rlzZ4uyJ6hPOWzYMLXO2MSJE9UUW606tci6R8NUIldAEHHq1KkWy6dNm6bWke12796tuRyxDWTXk32Cg4PTfdtHH33Uobv5xRdftGgEuXbtWpk0aZKaGa5Xlg8zxYl8MmCLejpJSUkWyzGKwY7vRERE5EzoOqw39Q4BW3SDtzVjVw8zMIi8G7Ku8Jmh1WCodOnSFssRtEG5t4MHD0r9+vVTl2MaOqZSo7QCkSsgW/Dbb79Vrz2U7sEF9T+xDOvIdvny5bNpOaUNNWL1AuEYGDMPlLZt29ZhuxUD7pjprQUzpEaMGCG1a9c2WY6ZFMi0JvIW6R5KQhFugz///NPkgAUB3HXr1kmJEiUcv4VERERE/+/GjRtWA6mbNm0yCbSkBQfvOAlGbTtzjjyxICLXQs1a1FbUc/nyZaulD7Zu3aoSVfB5o1U2hciZMLX7+PHjMnnyZDl69KhahkZKyChkhq19nnnmGfn4448tlvfu3Vs8ARLgIiMjJX/+/Kr2tqfD4DnKyGjVB0ewFr9Drly51KDDk08+KU2bNlWzpBwFMyHwPBiA0xp8Q7wKpUXQfAzfBZgN/vTTT0v27Nkdtg1EHhOwNUwZwpvCvMg53owI1o4bN87xW0hEHgNfiHr1gKwJDQ21GGUl8iXILhgzZozqPFyyZEnVMRfNQcjx0AEYJwBoMqalYMGCdmXh4WKcbYtmRF27ds3QthKRewd3tGYFGqSnqSCTUcidEJjFsQU5LmCL4OKMGTPUjBzUtu7bt688++yzbj+/QiAZmdM4tkHGL5qrDh8+XDwZslu1SmUafqf4+HhVrgCXKlWqSPPmzR36/BERESprF72V9OqTI0711FNPqQuRTwdsDScxOBHFCWmePHmcuV1E5GHwxYtRVK0stLRUr15d1dxi0JZ80d69e6Vx48apjRTOnz8vf//9t8ycOdPtJwG+CFkTn376qcoyMmdvkBWfT+alEZDlgm7GyMYgIu8MdiEggzq2WvQGfXC8gyY6ON4pX7686jjuyKwwovTCjJEffvhBTp8+LfPmzVMDlr/88os6H8dxB9kG5yFDhw5V5zMIIiKTVa8mvitNmDBBlWIxnuqPgX8MTiOg7Km0Mmut/Y4NGjSQmjVrOnQbpkyZomZDIRvdAMdtAwcOdOjzELmLzUcfZ86csQjWouEYEfk2ZNbaE6yFffv22ZWZS+QNPv/8c82ut6NGjdKcpkUZ98ILL6hposblmTDlDkEWW0++kNGiN2165cqVGd5WInJfIxxrGfc4pzGHrDtM20XWFgImjz32mNSqVUsN4BC5EmpwIhCF7zTM4sF0eUOQjFm3GYN9iux5TwjWgl5N1W+++UY8WcOGDW0azJo1a5bDtwF/x8OHD8vSpUvlu+++U0kUeB6txpFE3ijQnhNTvDF69OihrqMeCb5QcECEbsrIpCMi37Z69ep0HeQgiNWmTRuXbBORu+zZs0dzOTJicGKVM2dOl29TZoAMW1yQ0YzAePHixW1+DBzUf//997rrGXAnEtm+fbvKjsJnGhq4IJCp1bDLE+ll0YLWZ/NHH31k0cQGg85vvvmmTJ8+3SnbSKQFU+Tx/dSnTx+ZPXt26vJGjRpp1mEl73Xx4kXN5RcuXBBPhgzl//3vfzJp0qR03f7q1atO2Q4EZx9//HGnPDaR12XY4ovDUOgc9ULWrl2ruqa2b99e3njjDWdsIxF5GARr03sh8nV6gQvUIMuWLZvLtyezKVasmF3BWsDUUms44ESZHZIxECD6/fffZdu2bSqDqW7dunLs2DHxBoasRC1a9W3nzp2reVu95UTOgvcYsr3NYWYJZ7c6Fgajdu3a5bbZgCgVoJfB6ulefvllVZYANcFRwsFaszRHl0MgygxsDthiZMQQsF22bJkq4IwTGow8o7YtERFRZvLaa69pTgnDck7Jcp5XXnlF1SnDBT/b48qVK7rrwsLCUptWEGVW77zzjiQmJlpkrX7yySfiDcqVK6e7Lnfu3OnOqme2PblagQIF5OTJkxbLkQGObveUcagVi0ZkSDzDsUSzZs1k/vz5Lt+1yJhGCRfzY5APPvhAPBlKyOA7YtiwYXLq1Ck1wFChQgW17VrZuO7q68DPb8pUAVuMnBjS85FZixpPhjeCtU6sREREvqhFixaqNBBqqEKhQoXkyy+/5KwTJ0NNSUP3YXvrS9aoUUN3XXR0tERFRWVgC4m8G17/KAeg5Z9//hFv8OGHH2o2PMX5DD67zaGZkxac43jL70y+AU2TMBiJzHa8hi9fvqzK+Lz++utqGjplHAbWjRPOkLn83nvv6X7uOUvz5s3V50vv3r1V2Rk0GkMpGvzsybp06aKOf3G8hOzkxYsXq8xwfL6i5xGywatVqybPP/+8apqHmWeuhOA7nh9JFWggybI2lClq2KL7MkagypYtKzdv3lQjUoYafmXKlHHGNhIREXm0zp07qwum34aEhLh7c8iGqXw4KUpOTrZYh+7yWlkiRJkFyhpFRESo431z6FbvDXBu8sMPP6gg171799QyzBREkx/zjDbQ+l0hPj4+tRO5tUZmRI7y1ltvqe+mli1bqoAYshdxfIHX8ksvvcQdnUFnz55V3//mkISGQJ+r+/IgOPvrr7+Kt0CZHK0au/isxOs1PDxclav67bff3LJ9S5YsUb2WDPDZjcAxBj8QECfy2QxbdFMeOnSoVKpUSdWwxQmNYVrh4MGDnbGNREQuh9FuW5ZnZB35DgZrvQtOkHBSrAUBeK2ADlFmgawkvUw+bwkYIeCFDDpDWYfs2bOrabmot2hrzdsHDx7Izz//7LRtJTKGwNK7774rt27dkoMHD8rWrVvVbBI0xqOMs1YHmDWC07Z8+XLdddY+R11l7Nixmss///xzl28LkUszbFFIGiN75oYPH56hDSEicrctW7ZITExMaqkXQGNFZBlpLUf2HUbi7Vn3yCOPuPA3IyItOAlet26d5roNGzbIiy++KHnz5uXOo0xr1KhR6uR78uTJKmCJOoTvv/++dO/eXbwBtnvq1Kmp15FlO2bMGFW/tmPHjha3x7KvvvrK5m7uRM5y/vx5lcmIDFscj+LYUqvMB9kGyWeYsn/37l23Nfs6ceKEqlNcpUqV1B5B3sJaY2lP6N+AjFpblhN5KpsDtjNnzrS6vk+fPhnZHiLyUKGhobJp06bUn511H3d3m3/11VdlwYIFqpA+Zg3cuHFDxo0bp7sc7F1HRBnLnMNFq+FbemBmEKbF4b2pF5j56aefZMSIEfwzUaaFE29kKiFwiwY9KIVgrQu4p9GbYoyu5loBWzTQQeYY6jBq4WAruQrKc6C5919//aUCtAjuodlY//79VY1QHktmDGYKa9WpRykElIB0JpQMQKY/zg8Mn7P4u3733XceEexMj27dusnGjRs112XLlk3cDbVrtQbksZzIm9h8loPi58YXBCBwwjNo0CDVIZCIfBMOFjGaikt6R/btuY87YXQbRfEx4r57927JmTOnzJ071+pye9eRb8F0W5xMcRqd8yHAimnaqDGHLFjU0EfXelvNmTNHN1hr8O+//2ZgS4l8B2aGlChRwquCtailiOnkellWaJBjDt/XmBWjNRBUv359r8ksJu+H2at4vyHD1rieeo8ePVTjb7IfPhdQDslQKsUA7/vPPvvM6UkmGBgyBGsNTQ0xiDRhwgTxFm3atFH1lc33HxqL4VgY+1gre9lVUE4kMNA0NxHnopghQuTTAVucFBlfMD0Ko9CNGzdWxaeJiLzVpUuXpGfPnupAo1atWuozDtetLbd3HfmOGTNmqMYK5cqVU9OFkSWBUhjkHDhZ/f7779UJDuB9tX79epX9ZwucBKcF06bNHThwQA1WP/744/Lxxx/rNikiIvdCDeqqVavqrh89erQK6hrDyfykSZMsGhH26tVLlTRiXWtyldWrV6t6m0WKFDFZjsbf586d4x8iA5B5af7eB7zv//77b6fv2+nTp9u03BMhOIvPShyPoU8HznOQvYpjMWQQ44JyDzhOcodHH31UZVG3bt1aHZujpMjSpUulS5cubtkeInvZN4/QDL44MBqFjFsiIm/uGDtgwABV8w7TefA/rltbbu868p2DfnSdvXz5srqOEwBMo+f3oXMcPnxYVq5cabEc+92WE53ab8yUNaej07zdrrj86rYGeO46deqo9zKmTY8cOVLq1q0r165ds+G3ICJXQVkiPZgOfeTIkdTrGATCe1sLPuMNjZaJXAGvT+PMWgNkLtrb4BQBNmTKI4MUGePbt2/Xve2hQ4fUtHfcHpmJetmfaT1mbGysDBkyRCIiItR7CI/p7u/MM2fO6K6zZ8aOLRAURsKbFndmpNr7GkXAFrOdMJNw7969Frf55ZdfVI8Qd0AgGQMfV69eVYH4xx57zC3bQeT2gC0g5dxwwkpE5I0aNWpk0iAMcN3acnvXkW9AvTE0ANGq947mNuRYp06d0l2HTA5bBBWvKeJvvZS/X3gui+CPeVYOTvxYS5DIM6HmLMoR6TGeDYGMML2yNpwZQ67WpEkTk94xCJoi2Iea0sgetKcMEL7DPvjgAxVcQ63Wtm3b6s5OwfsBNXORlFWgQAG7HxOlHZDZiBJhCJohXuDsGrHWIGv5xx9/1F3/ww8/qHKPts7asSUzFVmfWtq3by/eBAkKWkFac0hswOwoa8dwRKTNL0XrTNOKJUuWmFzH3dG4Y+LEiaouo1bmi6fDSbWhS2T27NndvTlEROQl0El469atmusQyEPWCTkOyhiULFnSYrqyIXiO2rbpYciajdowTVLu6Wf6hFRrL0ElasmuL/qoY51ChQpp3g5TAXft2pXu34OIXAczWwwNUI0hAIZsQONj/xo1asi+ffssbovzBJSAw9RaIlecVx48eFDVCMX3C8r+PPHEEyrrFRm2yFgsXbq0TY+H7FfMCME5O+B7FOfuL730kqrnag2OZdCrxrxfTVqPiX2QN29e+e2331LrPx89elQqVqyoasQ3aNDApefpeA9jP6YHZtPMmjVLnAF/W2R/GpdUwj7G55R5CQxP1qlTJ/X3TC8cQ/35559OKS2DfgazZ89WMyWQxY3jc2djDIk8MsO2c+fOJheMkKFzLGqWYJSFiIgos9DLlkZN22LFirl8e3wd9ilqBJtDyRF0XLaVX0i49fVZHp4c4kRRbxoqmmwQkWd6+eWXNZcjMGL+nkY2oVbDMQSL3n77badtI5G5KlWqqOZ46BODwBimn+O8G4EpW4O1mBmCQUXjWV94neO6vc010/OYWJ+QkGBymwoVKqjvcnc09bSlPu3OnTtVM1ln/W0RfP/kk09UNu/48eNVLyAEtlFiwlnZvY5maxNKZFejfIKjIescAxv4HzOeMLMirUEIIp8N2GLkzPiCUQzUBcEHTMGCBZ2zlURERB4IUwHNsyEMXYa1Tvop41BjErX0UAsP5ZiQeYPAuV31Jf389NcFhUpAvocnxeHh4dK7d2/Nm77wwgu2PzcRuQSSSrSmdF+4cEHGjBljsqxdu3bqM0ULsreIXAmvRXS7nzt3rqxYsUI1cLLnfPvGjRvqnN08QxzXcR5vj/Q8Jv5HNqV5WRJrzxsXF6cyF40vjoLvcVsgm9lZsA/eeecdVX8/MjJSZYSOGDFChg4dqgb9zWc1e6KOHTvafB/8ro6eeYX9qFX6Ak1iEa9iI2DyZtaLtxEREZHV6V2YUvv111/LP//8I4ULF1bNNZARQ84REBCgpuAZmnYg8w2dgHEy26FDB5seyz9rhCRf166pFliokpoybeybb75Rdf1Qiw8nqjiZRld5zDgiIs80f/583Yy1hQsXqiCJcXMnvawxnPQjSJUnTx6nbSuReQMs1Fs1NMerVKmS9OvXT3Lnzu2zO+rTTz+V0aNHO+WxUSMWWZhohJae4C4yYZ0NZbXMB46wfc8995yqna3VeM7ZjJutWpOSnCKBhStL4qVDqcsCg0MkLDREN9D+xd+X5au9aT8+SlGlB8px4nhMC47HEbRFbXKU7kAQ1576z0QeH7C11mHV3FdffZWR7SEiIvIqyHZBRi25BuqfoSuxMRys4yQWGXO21EYLLlFLEk9rd8kOLFhe8wQO0xZxrIOpfZjaaWvGDhG5DjqUIytRD7L57t+/bxIUwfvaWoB34MCBTtlWImMbN25UGYwYGEQ9VcOg4YcffqiaeDVt2jTdOwyDDBjsvHbNtGY7rus1FHPEY+J/lE5AwMw4y9ba86L0iHHsAYE/1MV1BAS6sQ8xSINgOGBgFr9HYmKiyW2xDa74fseAkhbss3Xr1tmVxeoqfv7+Elq7sySVfUSS71wRv7AckuvKDkmKuqMZsA0sWk0Ccji2Dri1v5Fx7fIdO3aogD3KdFSuXNmh20Dk9oAtauWkh3kmChGRr0CDxfSMyBsLDQ3l5yKRgyFgogUBls2bN0uLFi1syrANRND27G6T5SiFEJC3pNUgPctAEXk2DOSYD+6Yw9Rj4xrUyN7HrAlrAV4iV0B2YI8ePVQZIAQUDa/pwYMHp2YOphcGMmvXrq0CgIYZIZgqjuuYgm+P9Dwm1iNjHcvQCMrQ+AvT2PWaQqGutF69eEdo1qyZCoZv27ZNZVxi1gyO740bgAGaD6IMkrPjG9Ye31tKawVkz6cuypUduqUkAotVd/hzo74zegykp3QGPr+//fbbNL8XiLwuYPvXX385f0uIiDw4WItGR/v377fpftWrV5dp06YxaEvkQKhba886PSFV20nW6CsSe++2eq+HZsshifWe5PuWSER97yFzHQ1dvG2QAuVSUMJAD4Jgb7zxhsl7HQEyvcFZ3D69HeaJMurkyZMq+9IQrDW8BpH5OXNm+qasG8P9MM0e2br16tVTteDRyAyzU6BPnz6qrBNKEgAyYw8fPpz6M6bn7927V9WLL1OmTLoeE9nBOH7G7ZDdisDaSy+9pIK1DRo0cNuLBMHmJk2aqGA4AraGbFtjqCHbpk0bad26tVO3BZ85X375pcXyiIgIadmypXibhLhYi2xlg8SLhyQwwrENedF09o8//pBevXqlft7jWFBvG06fPu3Q5ydyNn97Dn60Rk2wzJFFwYmIPAVO3mwN1hpG523NyiUi63r27Km5HF2n0XzMVgjWhOYqKLkLFZeIwiUkS0QR8fN/eIJMlBnhuB7Z6hh4fPzxx1UmKoKb3kQrCGOAEghoImYcjMF5jLXvegRV8DlD5AoYJDHUrjWGZXhf2hsYRN31GjVqqODrqlWrUpuGIev1ypUrqbdH2Z+aNWuqC5bjvvh5wIAB6X5MGD9+vPoMQYYtyjigFMKCBQvEUyAYjcxgLaiP72wIdn/yyScm2bQIQqKhO2bqeRsMfOtK1g6iZlSrVq3UwOKyZctk0aJFqoyE8UCH+fuKyJsE2nOihDcBpmMYQ/dKjESh6QcRka9avXq1ZMmSxept0JgEo/JE5Hho6IaGJKNGjUo9McD0SQRf9A7Q0/KgfHsHbyWRd8NxvvEMu4SEBBWYqVatmjz77LPiDfS60AOy6mbMmKHqjxvqXqc1/RjT0Ilc5eWXX5ZXXnlFZdoaslHRoGrSpEnqdWs8uID3ZXqgVIFeCYQNGzaYXC9RooT14Fs6HhMQdMQ24+KJrJUksKUmfka888478vTTT8vy5ctVTdYuXbqo7GTvpP+aCYhwTC1ivdfZY489pn6eM2eOGmQ0z6ZF+RtkeBP5dMAW9V60Gos1b95c3n33XUdtFxF5GIw+b9myRY3AV6xYMdOOUCJYm1bAloicC9k8aByBWniY+obO2Xr18NIj6dYlSTi7U1Ji7ot/7sISVLKu+Idmdeg2E3kLNOHCFFMt06dP95qALZqHoX4mgs1aEBxBxuywYcPUdUz1zps3r0RGRmoGdfBYRK6CKd7w5ptvaq7DaxIBVfyP2raZWe03bC8RkZKcJEHnL0ncg/u6t1l6KVhWpvOxd33RRzICAXJfGBSKi4nRXZdi++Ruu6GkBEokoEQHzttQXmLcuHGq7AeRTwdsUaxZqyYIDoaQVUZEvgeF+FGDynhqFrLcMFrujdN1iMj7IQvFcOBtT+1ag/hjmyT+2MbU60k3z0nihQOSpWk/8Q/N5pBtJfIUaM6H+pco2YOpyWiqg6nMxnA8r1f/z5vKn+GEHdON//33X6tNDA0BW3jkkUdk8eLFFrdDYAzHQBiwJnKFM2fOcEc7CYK1sdvmSFSkfha++AdK8v1IkTwl+HdIzz5NiJPEiwckOSbKyi51TcYyBt0wqG8odfHgwQM1CxyDH6VLl3bJNhA5is1nOCgoPmXKFNVhzxi67aETJBH5HjQgMK+jhW7sU6dO5dQSIvJKCMDE7Vsuief3Wa6LvS8Jp7ZJSOVWbtk2ImeVCOjatatJN3RkmaJRkHEZH0wbxSya3bt3WzzG2bNn1XnAoEGDPD7jLun2JYmxEqyFqzdup2bnIUMOtW31XLt2jQFbchlM6SbnSLx8VJIi0wiIJydK/IHV4p8lhwQWKOfwGuFIetm0aZMaOPvf//6XoVlC7pb84JbE/POrOnbSFRwmAfn/a1bnbAcOHLCoS4zkQpSdwHcYkTexOS/9448/Vl3PUTQcNeRwwc8//fSTjBkzxjlbSURug2lWaCCgBSd6RETeKOn6Kc1gber6m+dduj1EzoamYcbBWsN3PGrTmteqRGIGGt+Yw/1feOEFmThxong6ZMqnJdAsgIASb1pQ35aJKeRKP//8s8lxNrIDc+bMqbLAz507xz9GBiRFmtY2tSbh7C6H7mt8hqImMUo7oanZL7/8omYtoskY4G+LmQ+oYVuwYEEZMWKEx89ijju8zmqw1i8kq2Sp2138AuyfDWULlELQgn2LhCMinw7YogMzphYVLVpUNRpbunSplClTRhU+b9KkiXO2kojcSq/pgF5XVSIiT5d49bjV9X6sYUs+BCeq27dv112HUgnGEBQ6fPiwlCunnVn2+eefp6shkTulJMZbXe8Xmk2CKzQzWda9e3fNEis43kEWHJGrIBHK0DMB594YJBk7dqzkyZNHhg8fzj+EHVKSk1V2bfK96+m/T6z+FH974O944sQJi88XBORv376tEuEQvEX5GcyKwN8cTd89Fb4Hkq6d1Fzn7x8goQ16SVjroU5tOGZLs7j58+e7bDuIHMGuYQ7Uupo1a5ZDNoCIPBu6rqNQ+59//mmxrnXr1m7ZJiKijPLzD7C6PrB45mysSL5Jb6YMoJlW9uzZLZYXKVJEd2D24sWLqi6gVhaupwjIX1rVVLTkJ0EVm0tw8ZriF/ywiej5D6vKov13dOv34tynVtQG6V4zl7pe7P20M3iJ7HXhwgWVFAWLFi1SgwkoRYLkKb1McNKXkpggMVt/l+RbF2zaTQF5ijl0t/7999+ayy9duiTjx49XzZ3NLVmyRA4dOiSVK1cWT4Omd6j3K0mWA2R+Af4SmK+U07cB30XvvPOOylZGNrK1BpE4ryXyJq5r1UdEXuutt95SnZSNVatWLdNkm6CxGupM4ZKeJmu23p6IXC+wSBWr6wOyRrhsW4iczVoXeQSFDJl85qpWrarb0Txr1qziyQILVZSA/GUtlufMV0BCyj5iEqw1uBWlHaw1mLw50qHbSKQH7y9DCZPVq1enJknguNLTp8h7ooSzO20O1iILP6h0A4duR/78+XUDiQja6sGMB08VWFT7eCosq+VAoDOgNjvK+Ny5c0fi4uJUAFdPjx49XLJNRJkmYIsPrmeeeUZ1esXBJA4cd+7caZKGjxowqPGC9a1atbKYZkBEGVOoUCFVRwt17l5++WWZPHmyzJkzx+NP1hw5eozPF1zUSLKDb09ErheQq7D4Zc1jtYs0ka9o27at7rpjx45pNhgD1E/Uml767rvvevz3m5+fv4TW6y6hdbtLWLYcKhsYwRJrQYSGJa0f19yK5ucCuQYCtAMGDFCX48ePS4cOHdRyZFpiwIRsk3jVtviAf64ikqXp8+KfxbFBxxdffFFzOTKo69atq3s/T8yuNQip2EIC8pQ0W+onsbFxkphWc7cMwncXagGnBXXI0YupXr16Tt0eokwVsEUdF0z7QFr7ypUr1cjSuHHjJFeu/6YiAeq6fPPNN/L999/Ltm3bJDw8XB2UxsbGunXbiXwNTtg6duwoQ4YMkRYtWqgvPiIibxZgZape4qWDLt0WImcqXbq0+v7WgrIH06dP11xXv359WbdunQoe4fgbjbd+//13FUTyBgjaBhYsLznzFlBNfKxNlYWKBUKlZIR+/cOqhThrhlxj0qRJ0rBhQ4mMjJQ//vhDJS/Brl27pFevXvwz2MgvIMiGG/tLaM3Hxd8JteyRzGFegqZKlSoyZcoU1WxMKxjfuXNnqVSpkngqv6AQyfLI0xJcqYXR0hRJiHkgsVt/d2rQFgOO6YEYEgYaibyNa1r12QkNDdDczPggsmTJkibZtRMmTJD33ntPOnXqpJbNnDlTjZ6j1o8nF+gmIiLyBKiFt2HDhnQvz8g6T5IcfUcST+/QXZ94bp8El2sqfhqDUxhERtAK08y7desmXbp08fhsQ8rcZsyYoRuUhTNn9E+o0cEcU7J9QXx8vMRGx0nC+f0SWKiC+AWaBme3no2Sy3e0m5XhLf5hh0Iu2lLK7HLmzKkaVJkbPXq0W7bHF8ogJUWeTvN2fiHhElK1nfg7oSwSBscwJR8NxYwdPHhQ1bZFYszGjRtVYBGN3ZGI1qdPHzWb2BskXjpkuTAlRRJObJHAvOYZuNahpnh65LmWviS9iR+PkGPzP5Ena+aSMnlD0r0drFVO7ubRAVsU2Ea27JNPPqk+xAoXLiyDBw+WgQMHph5consiyiAYYPQc2QDopqkXsEVtE1wMzD80iYiIfNmWLVtUDTzj78+1a9eqzA+t5WFhYWqQ1J516DbvTJhRgy73OMlp0qRJugOnCReRQavf5T4l7oE6yQgu38Rk+euvv64yNQzQzfm5555TATEiT4QBlE8//dTqbYoXLy6+DjP3oqL+v+P7raUSd2itZKnfQwJyF1aL8Dn29pJLEqdR9SAwIEBm9SkmJSLSf6JPRJ4VsI0/ukFSYrTP+wODgiWo/tPin7NAmk1J7YX4xNmzZzXX9e/fX65fv66S1ZCA5o2S713XXJ6ks9wRyucPlUoFQuXwVeuB21M34+XUlhsy7d8b8k33ovJY5RxO2yYiR7J5TjMOdEaOHKlOwNCkoFSpUiYXRzp9+rSqlVm2bFnVoR4NjlA/8+eff1brEazVKt6N64Z1WnDQisCu4YIPRiIioswCTQR/+OEHNQh6//599T+m4+ktx/ekveuc6eTJk+oE6J9//pFmzZpJ9erVNTssa0m6mXbzkYRze0yuo0b+V199ZXE7HJds3brVhi0ncp25c+emeZsiRYqIL4uJuv8wWGuQECOxuxerQC2cuhEvp29qZ9fmyZ1DGpQId8WmEpETYDDXWhmkbAWKq8EbZwVrDRn+elD6AgPP3ijpzhWJO7hGJFB7QMs/3HlNXO/FJsmZmw8T8dKSmCzywYorkpCkP2BP5NUBW9Ss+vHHH1UWy9ChQ+WVV14xuTh62kCtWrVkzJgxUrNmTRk0aJDKrkW92ox4++235e7du6mXCxds6xhJRETkzRBInTdvnhq0RMMGTL1EUMfacnvXOQsCs7gYgi1w4MAB6du3b7runxKb9uyalHjTTtyo5Wn8fMbS0/SCyF2ZpWlJq7arN0tJSpB7tyK110XfluS7/yV5hATqZ+cHsG4/kdcLKlFb1ac1F1CosiTUfMrpz4+EN8w80qOXfevJ4k/vkJiNP0nC6e0iCdpZrsFlGzrt+bedjZKYBNuCr5EPEuXgFdPjOyKfKYmAum3oFo9mYM5WsGBBiwLbFStWVIXXoUCBAur/a9euqdsa4HqNGjV0HzckJERdiIiIMqNLly7Ja6+9ppoIYWAUAR2UEcJUf73lYM86lDNyBPN6ZmdOXNG83V9//SXbX68gBbIHWa09hmZEaR3i+///VGmDvXv36t7W0BCGyNMgSICBlLRu46vi9iyVpISENG9XNFew1CseJtvPRVusK17IdDYfEXmfgBwFJLTekxJ3aJ2kPLghEhAogUWqSkiV1pKSECcp8dHilyW707JsEX946aWXVJ8eLfXq1RNvkhIXLfGH1+mu98+eT4LLNZHAAuWctg3hIfY1wc5q5/2IPD5gi5Ox3LlziysgKGze+e/48eOpdbbQgAxBW2S8GAK0qEe7bds2VT6BiIiItLM4MGMGNWfRJAzlh1Bz1tpysGedowK25hKTNApN/r+YhOQ07x+Qv4xuvTW9aXz4nTRv5+/PRqfksZ599llZsWKFKjWmBf0i0I3eFyVH3ZHEy0es3sYvy8NahuO6FJF+s87Jyci41GnUmClQuEAeEbnp9O0lMpaYmKhqUJ86dUqefvppyZYtm1y+fFmyZ88uWbNm5c6yQ2D+MuqSHPtA/DCF389P4g6tkcTz+0WSE8UvJKsEV2gmQcX1k78y4qOPPlKlHs0HgNFcrEKFCuJNEm+cFUnWPhYLKl1fQio/7GvgLA2Kh0vRXEFy4Xbag3IGNYtkkbJ5Q526XURuC9jiQwadClGvzVpKvyMMHz5cjfijJMJTTz0l27dvVzXxcDEcRA0bNkw+/vhjVecWAVzU1y1UqJB07tzZqdtGRETkrbRmyRg3DEvP8oysc4RC+SLk+s07FsvL5g2RkuloDBRcpqEkXT8lyXev6d8oxfRERC/ghRJOGDB21YA2kS1QoqRly5aqhAgCQJAnTx5VbgzB2g4dOug260PpsD179qiZbOXLl/e6HZ8cnXY5CEl6eKJfLFewrB1SRv49GyUT9mSRgPBcEhqKE3v9ASIiZ0AzzXbt2qn3LZplt27dWgVskZ2J6xktEZjZ+Yf+F/COO/CnJJ7dbdJwNG7fcvHLkk0C85V2+POi/Axq1WIG0qJFi9TnyzPPPOOVyWZ+QfrHWioY7gL+/n4ytWdxefrnM3IrOu3P6WK5guTb7uxfRN7D5lxwfLhgVAiNvapWraqmPhpfHKlu3bqycOFC+f3336VKlSoqWDxhwgTp3bt36m3efPNNNbUA9W1x+wcPHsiqVav+/+CKiIiIrEH2ji3LM7LOkUoVLaROXo2FBfvLmI6F0nV/v6BQydKknwRXbYdrmrcJyG3aiMm8TJMxNF0j8kRLly6VqVOnpgZr4caNG+r907FjRwkI0J7+O3bsWJUh/+ijj6rMrzZt2sjNm96VZeqfLY9mzcpUYbnUFGhjCF4/UjKr1CgZIYVzBEmuoATJEZT+7C0iR0BvmDp16qgSQ1myZEld3qVLFzW7lOyTcGG/RP89TR6s+kpi/v3dorlo6u3O7HTaLsZn76hRo1SWLZLgSpQo4ZU9dQLylBS/UNPjMMXPXwKLVHHZdlQsECodKpl+jpvLnzVQJnQrLJuGlVflb4h8NsPW1Zmrjz/+uLrowUHVhx9+qC5ERESUOVy9cUvu379vsixPeIDKsE0v1KkLLllbNSBLOPGPyTr/HAUksLDpCQcGjN955x3Nxzpx4oRN20/kKmgIqGXZsmVq1pxxMMh43YgRIywa66H0CZIpvIV/aDYVOEi8sF9zfVCBcrrZxYPK3pAPV12RlYfvSVJKipw/nk3eb1eQJ/vkEps2bZJ//vlHgoNNg0sI7qEOPdku/swOiT+wOvV6UqT2rBlIiTU9vnC06OholVlr+DzF5xBmQqBXD0peeAM/f38Jrf+UxO74Q1Ki/3/GU1CohFRrLxIQJPHHN0ty1G3xz1lAgopWc2rWbf7s1htn+vmlSIPiLCNCmSBg+8EHHzhnS4iIiLzU+vXr1UE3Tqx69eqlsmLIeZKTU2TfkVMWy8/fTpAZ227K8EdtaxAUUvFR8c+eXxIv7JOUhHgJzF9agkrWFb8A08MkzObBcVCCRgMjTC8n8kQoa6AlPj5eYmJiNAO206ZN07zPkiVLJDIyUvLmzSveAvWq9QK2qFmpJSUlRZ795awcvvqw6/nqo/fV9XVDy0poEBvWkHOh1E6SRq32ixcvWswuobSlpCRLwnHTgVlrAnI7d9o8Bn+NB7/wmYM6+ejP88svv0i3bt3E06FRW9KtixKQr7Q6XvLPXUQC85aW5KibEv3XDyIJ///5eWG/JJzeIVka9UktReFoT9bIJZM335DoeO0eBlfvJ8n3WyJldIf0zcIi8hR2H23s2rVLfv31V3VBbSsiIqLMaOjQoSorYuLEifLVV1+p8jxffPGFuzfLp124Ey9RMQ8DKca2nI6y6zGDCleSLA16SViT5yS4XGPN2mwRERFqmqo5TBtHMJfIE5UurV+HEX0iEBgyh2nY1uo1exP/sIdNxcyZl0Mw2Hw6yiRYa3DxToKsOOxdvz95J5QgQSlAA2RgovQfBg1Rd5pskxIXrerTpodfSLgElW7g1F08Y8YMzeUYREODOU/PokZDx+gNUyRe1QDeJQmntkn8oXWSkhAj8QfXPgzW/r+UqNsWM5kcqWCOIJneu7iUitAvd/DPGfuOD4m8KmB7/fp1adGihTohffnll9Wldu3a6mQVI+5ERJkZsiGQgYQyLai/jcYQ5LvQDHPSpEmamRPo5EzOkSM0QHcac+5wmycP2eTTTz+V9u3bp9b9RKMxND/1poxDylyioqKs1rdduXKlZrBIS5kyZaRUqVLiTfyyWAnYZs2jufzcrXjd+5y7xe91cj70jdmyZYuqnR4bG6uCeIZyCGg8RrbxC84ifsHaDdP/K4FUWWWIBpWuL1maPm91oCejkE2L4LsezH6YPXu2eLL4I+slJcZ08AplEeKPbJCkm+c075N4/aRTt6lBiXBZNbiMakSmJcLJx4dEHhGwRYMv1Iw7dOiQ3Lp1S10OHjyoRtsRvCUiyszTThs2bCidOnVSGRA4uK5cubJXNhKg9Fm+fLnmcjT3Wb36YZ00cqycYYFSpIB2oKV3nVxO3d1vvfWWCnAZpqriOGjgwIGyY8cOpz4vkb2QbGENmglrzRyoVq2ayTKUfPn66691B0s8VVLkGd11Cae2ai4/eCVG9z5VClqWkCBytCJFisi+ffvUAPDw4cNV2Z3PPvtMzWzNly8fd7iNULNeL2s2+e5VhBvVlP2Qyq3EXyfz3lHwGdq2bVurt7EW0PUEide06/YnXjmmex9n1rA1CAn0l4rFC2iue6ZObqc/P5Gj2TzMsGrVKlVfpWLFiqnLMPKHDCO90XgioswAWXbmQZtTp07Ja6+9JnPnznXbdpHzWKsjlzWrdzY3QOYHsnlsERoa6vIgTu3K5SQ2UVJn92QP9ZfXWuSXZmWyOTVTEaUvtAL0CGShTBSRp8Fx+uHDh226T44cOVTDI0zb3bx5sxQqVEgNTFSoUEG8TUqsfuAj+fYlSUlKEL+Ahw1rVh6+K7/v0i4JUbNIFmlZjvVDyTUCAwNVYypyjOCyDSUlKV4Sjm9RAVpjiZcOq1qsaI7lCiidtXXrVjXoq6Vjx47i0QKCRZI0aoAnJ+nfxUX7dkHvXPLO0hhZfOCOJCaLZAvxlyFN8srjVZyXNU3kMQFb1K4KCrLswodlWjWwiIgyiwULFmguX7Rokfp89PdnkxJfgwZj7777rpq+Zgx/a28M2CJY279/f9m/X6dBj47q1aurJkWuDNomJCaq7QU8a51iYdK6vHMDKRiA0StzsnPnTqc+N5G98J5GwoVextbVq8gusxQeHi5DhgxRF8wgwWwRPIbXfbaFhOuvS0mW5Ae3JCDHw0aFc3ZrB2vxOfNttyK6022JHAnltTRfh35+apAU5UlKlizJnW6D5Jh7knBmp0Ww1jho66qALQbSjh49Kn379pUVK1aYrEOt/Fq1aoknCypSVRJOb9NYk6J/n+LOa856PzZJjlyLlQLZg6RYrmD5qmsReadNAblyL0FK5wmRsGCeg1EmCdiifi0+RFCbEaPtgFo6mKqBOrZERJmVoaal1nJvm0JK6YNmUwhU9unTx2Q5AvQ9evSQ8+fPq0w1b4HMWluDtYBpm7ivVrd5Z0hISpG/t++XB9ExqacH648/kN43z8qaIWUlKMA577czZ85YzYQi8kSoOYt6iKNGjdIcWMD7F/W469WrZ7EOn2VvvvmmfPfdd6oZDoK1r776qowePVq8RWCuwqJfkdZP/ENNB3ruxWonoOBzxo/BWnKRzp07q2NHw8CkgWEZ/m/cuLFKCsiVy7mlgHxFwukdFs2wjCXdOCvJD26Kf9YIl2wPat+jtNbu3bvVZzQG/7t27SpNmzYVTxdUrpEknNmhBr1MmF//f/65Cot/gHOOk77bFCnfboyU6PhkwekWZkGM71pE8mQNVBcib2bzUAOmAqJeLYqeo+ssLhjdw7Jvv/3WOVtJROQFevbsqbn8qaeeYsDWhyUkJGgux/fi/PnzxVuhBu+mTZusXtxVp3f10XupwVpjZ27Gy9pjzuvgjgZjeh555BGnPS9RRpUtW1aqVKmiu37bNq1MKVHNjdD8CMFaQIYtmmpOnjzZa/4o/llzi3+uIprrAopUFr8Q00ZEzcpoZxCXyRsiRXLqdyAncqQ1a9aoJt/4HxnuuODn+vXry7Jly2Tjxo1y8+ZNef3117nj0+m/WrXWbpAkcQdcf1yDbNqxY8fKhAkTvCJYC8l3r+kGZ8XfLEgaECghlVo4ZTtWHbknn6+9poK1gPGNtcfuy8jlbPxLvsHmIYeiRYuqUSDUsUUaP6CebatWrZyxfUTkQRCgQT27ixcvStWqVWXQoEFSrlw5d2+Wx3j77bfVSa9xEAsHYV9++aVbt4ucCydR9qzzdMiWdVXGrK0u3NbPl7twWzuA7giNGjVSga8TJ05oZsoQeSrUsMX3t56ICO2MMvSo0IKM2//973/iDeKPb5bk2xctlgcWqyEhVS0b/zxZM6dM3hwpMQmmmY3/a6Td6JDIGTCjdcqUKSaDgZjNinIIOP5GA3AE+J5//nn+AdLJLzyXyI2zVm+TFHlaUhLjxS+QgzNW96WVbNnAQhXFLzSrCur6heeU4JJ1xD+bc46Rft+lXQN4+aF78tFjSZI9VHv2I5G3sCtHHFMwWrdurS5ElDlgyg6aZxmmZp09e1bWr18vc+bMUQEM+i/AhW7baNSyd+9eFczGwTXLIfg2a51+27Vr59JtySyqFdYPJFctFOq050Vt4oULF0rt2rUtatmOGTNGNQlp0EC7CzWRO+H1qQe1ah9//HGL5fi+v3z5sk11bz2xZmX8sY2a64KK1dAMOszaedsiWAvLDt2V7jU59ZxcAzXTs2fPbrEcy06fPq1+xvH3jRs3+CdJp6CSdSTx3F6rdVbFzx/BDu7TNKDEgV9YLkmJtqz5HVSilgTk1p7V4Gh3Y5J0S2dFxSUzYEtej9WXiShNOGlDB3TzOlromI7RfzKFbIjBgwermQcM1vo+NI7QmpKIAQ6sI8d7pGRWyReR02J5k9Lh0rCkcxsioaanXuOx6dOnO/W5iexlmBWnBXUwtQJDmC1i/r1vgFk23gDZcmqOrIbE6yd1p9hq+fvkA4lNYINlcg0MDL7xxhsSGRmZugw/o6Y0SiUAZntg9iulT0D2fOIXZnnsYCywYHnxC7BssE4aze/qdhU/4xrgfv4SXKmFy4K10KiUfgmbgjn4dyTvxyrMRJSm+/fvy7lz5zTXHThwgHuQMr0vvvhC2rdvL3PnzlX74sknn2QjTidrXLuK7DlxSZ3ABvilyMC64TLwEedPWUZtYnvWEbkTplHju1yLXsBHq0GZAepoegO/QP2Me78g7XVBOo3FAvz9mHhHLvPjjz9Kp06dpEiRIqnv0QsXLqgmgosXL06tKf3ee+/xr2ID//CckqSRFQp+2fJJcJU2btuf0dHRanANJZZOnjypBoibNGkiwcGeWZ4hIEcBCWs1RJIiz0hKQpwE5Cku/qHOHTQ3N6BhhKw8fFdO3XhYKisk0E/eb1fApdtB5CwM2BJRmjBdEh1ob9+2PMDhyD7Rf1q0aKEu5BoBAQGq6Sk+g4ITH8jTdaIlNMj+iUOoWZd49bgITjrylRJ/1LrTUKdOHcmTJ4/mNNQOHTrY/fxEzoTO4z/88IPmOpTy0BIUFGQ1+88bBOQvI37B4ZISH2W6wj9QAgtrz4DoVDWHHLlm2Um+XcXsEhLIyYnkGuXLl1e1p5Hpfvz48dRlKEmI8jzQuXNn/jlsFFS8lgowWq4I/S+71t91NU/Pnz8v+/fvlzJlysiqVatk9OjRcufOHZPb5MuXT3755Rdp08Z9gWRrsL8C85dx2/PnCguURQNLy287b8m8Pbfl0t0EiU9KkR//vSl5wgOlckHP7MVAlF4M2BJRugIjffr0UWURzKfD9O3bl3uQyIey8NBc0PCzo2/vaGfOnFEnPElJSVJ/m590rZ5TPn6soATbGFRJunlBYrbPE0mISV0WVK6xhFRoZnHbkJAQmThxojzzzDOSmJiYuhwnUz179szgb0TkHC+++KLMnz9fdZU3L+FToUIFmzPG9UoleBrUqA2t/6TE7lwgKTH//T5+wWESUuNx8Teeymukf8MI2XMxWv48+jAjuXLBUBnVvqDLtpsIEJhFLXzWw3ecwEIVJLhSS9WMUBKNyhslxErC8U2SePmwhDXpq5uB7wg4ZkHTRmRRI4vWmuvXr6sBN8x01GsOmdmhsdjZW/Fy0ijLFiVs8Dm+8n9lpEhOz8xQJnJawBZF0FGnDf8jgIORn5UrV0qxYsWkcuXK9jwkEXk4QzfomTNnqkzbEiVKqA626JpORL4BgzBonues2zvS2YtXVcDWuMHEnN23JUdogLzbNv1T4VKSkyV210KTYK16vOObJTBvSQmIKGZxnx49eki1atXUsdCtW7dUsBYnVIGBHAcnzxQWFiYLFixQr1O8ZvHexbTbyZMn695n7dq1uuvSCjJ4koBchdW03eRbFyUlOUkCche12uEcAz5TehWXA5dj5ODlGCmWO1geKRnOmvTkcugV8ffff6uByfj4h8EoePnll/kXsVNwmQYSWLSaRK/9TiTJtCZ9yoObknB2jwSXbei0/Yv4ydSpU216HcybN08NvJGl6/cTVHatuXuxyTJrxy0Z0ZrlEch72XxmgS8N1OlDkGbjxo3yySefqIDtvn371CgRRu+JyPfg5A6NtF544QVVYylbNu3MFKLMBplmmGo8bdo0FQjBdMWRI0equnPkPKcuaHevn737lrzdOr/469ShNJd064KkxGrX9ky8dFgzYAsVK1aUsWPH2rDFRO5VoEABNdiKeojI8MJ1vcz4S5cuybZt23QfC3UVvYmfn7/ue1lP1UJZ1IXIHfbs2aPK7OCYGwG73Llzq1I8GHzBuTcDthmTEnPXIlhrkHTrvIg4L2A7Y8YMm+/DGvn6zt9OkESdMcRTN7T/xkTewuZCTG+99ZZ8/PHHsmbNGpMC2Kjbt3XrVkdvHxF5YHkEBmuJHkIXZ2Sg79q1S2V8TpkyRQ1qmk89JseKi0vQXI6MCtQvS7cU/UzBFJ11qDmHTBdk2qI8Ahq/EHm6hIQENa32ypUrapotXsfjx4/XvO3PP/9s9bFQV5OInGf48OGqvjRmtWEmC86z8f5F/egvv/ySuz6D/ELCraxzbuMse4KvrJGvr1REsGo0pqVCfteX6yJya8AWHeG7dOlisRwjfVoNOIiIiHwVvve+/fZbi+WYvoiMW3KOK3cTJDhIe5JQzSJZbGo+hqw7NCXSElioosl11Kx98sknpXr16iqreu7cufLSSy9Jw4YNNZsyEnmSb775xuRYHbMDvv/+e5k9e7bFbf/44w+rj3XixAmnbCMR/Wfv3r3y2muvqTq2SJaIi4tTTTYxs+Odd96xazdNmjRJZdkjs75+/fqyfft2q7fHNHzUuMbtq1atKitWrLCYfad1+eKLL1Jvg+czX//ZZ5+5/c/snyW7BBQoZ7nCz0+CStR06nNjtrKtwfsqVao4bXu8Xe7wQHmmbm6L5WHB/tK+Ug63bBOR2wK2OXPmVCPzWtM2Chcu7KjtIiIi8niHDh2yqCtnsHv3bpdvT2bw14n70uyb43L7nmVWa2iQn7zTpoDNHY5DanUUCQgyWR5Uso6qYWvsvffe0yz9dPDgQc3APZEnwQCDllmzZplcxxRsfLZZU6pUKfFW3tIwjTK3oKAgFaw1JEZhIBhy5MghFy5csPnx5syZI6+++qp88MEH6vgEA49t27ZV2fZa/vnnH+nVq5f0799fned37txZXfB9Z4CYgPHlp59+UgHZbt26mTzWhx9+aHI7DHR6gtCaHSWgYAUVpAW/0GwSUquzBOQs5NTnff/99y0+QxFjQdk5BHORWY0ZPJi9tW7dOvnqq6+cuj2+4L02BeTdNgVUkNYgOj5Zuv14WradjXLrthG5NGCLDsgjRoyQq1evqg9kNB3YsmWLvP7666qLPJGvat68uU3LM7KOiLxDyZIlU0+ozJUpU8bl2+PrEpNS5K0llyQu0TLg0rR0uCx/oYzUK64/zVFPYL7SEt5qqARXbSvBFZpLlmb9JaRqW5PbIDD/3Xff6T4Gp4iTJ0PN2jt37miuQxNhBGkNUOID2Xx60Kkc5wPeFqSNP7lVotZ8K1FLx0j0phmSGPmwaaEr4LgPdUfffPNNVY8UNYRHjRqVun34GQ2cQ0JCpFChQqxRmsnVrFlTduzYoX5u1qyZCvJhcGXYsGF2ZVsi6Ddw4EDp16+fVKpUSWXXox4ugqx6jbHatWunyj6hZvtHH30ktWrVUmWADPAaNr4sXrxYHn30UYtgJEqpGd8uPNz272ln8AsKlSx1u0l4m1ck7NEXJKz1UAkqXMnpz1uwYEEVBMdAL/4e+PsCZu5gtg7iKpj5gGMOlJ2ktKFvQbYQfxWkNRYVn6yOGzlQR5kmYDtmzBg1NQJTMnBAhw/8pk2byiOPPKIyT4h8CQYjzLsk47recoxG27vOFyEDABk9mzZt4hcl+SScXGOKvLns2bOrTAlyrANXYuTqvUTNdTmyBEqZvCF2P7ZfSJgEl6wjweUaSUAOyyxdBLvu39duTga5cuWy+7mJnM3aFGQEc5ctW5Z6Hdl8lStX1r096nOnVTLB0yQc3yzxh9dJSsx/tSOTb1+S2K2zJen2Zc2Boe83R0qriSfkka+OybtLL8u1+9o1s22F2sAIVqGhG6a2I/MQfUGwP1FPGAEblJtYtGiRmoJOmRfOuRHYAzT5xncMMi4jIyNVrXxbYMARdfZbtWqVugyDzbj+77//at4Hy41vD8jI1bv9tWvXZPny5SojV+vzBwM9CEKjXALKC3laPVv/bHlUc0JXwXHi0KFDVU8gNHU3DKihVjH285EjR8TbpCQluvV8b/Ux7WO00zfj5UQkm4+Rd9IuAGcFPlSmTp2qOmBjSgSCtvjwLVu2rHO2kMjNwRhMH1qwYIE6UR88eLCq/zZu3Djd5WDvOl+CDBKM5uNEEDD1aunSpWqwh8iXTJ8+XWWMIEsF72sMYqIhCD4/yLGC/LWbSkCyk08SEGCxZsCAAU59fiJ7Ifg3c+ZMq7c5fPiwyXV8f2Narl7Jl9GjR8uzzz6rZtt5QxAh/rRGrc6UZEk4vV0Canc2WYxsrHl7H2Yj/7rzlmw+/UBWvFhawkMCMrQt1apVU1PSAedOyFbElGcEyfE9ggAZpsLj+6NevXoZei7yXgh64TVhyKTFz6tWrbL78XCugePx/PnzmyzH9aNHj2reB7NptW6P5XqDEcik7dq1q8lyZJUjMxdZ5UhQefvtt1VZBL1p/sjuN87wt6dBl7fA4BeOIc3FxsaqzwbUHPYGiTfOSvzh9ZJ854pIUKgEFqspATnySdK1k6g7JYFFKquZTM6m13gMQgNdF4wnciS7X7k4kEC3wqeeeorBWvJZCC6i4D7qRaHeE+oLIWPU2nJ71/kS/I4YQTcEa2Hfvn3y/PPPu3W7iJwB3ZsnTJigsiNwkI1Mibp163JnO8GtaGtZOc4N2FqbCdGmTRvp1KmTU5+fyB6135gp73zxfZq3+2N/pLqt8WsaxykIHmo5ffq01wRSUuKjRRJiNdclP7hpcv387XiZv8+ydMTZW/Hy/ZaMN1dGwNYYMihRQxQzNWJiYtRUckxbX7hwocdlIZJrA7Yoq2RPrVp3waB17969VYMyY0hUQTkQvPZffPFFlaSCUgB6ZVc+/fRTdZ5kuPjaOZIx/H31BsVQqsYbJFw8JLH//PZfsFYtiJXEU/9K3O7FknjpkCRePKBmM8Qd+cvp29K5Wk7ddZtOWfY9IPLJgC2+QBCMQWZg9+7d1Sia8YXIl1y6dEnVaUMgBqPDqCuE69aW27vOl+hl8qD8g1bTQiJfgOmFqD1IznMr+uEgkLnVR+7L7gsP63A6WpEiRXTXod4ckadKSbI+nd8vOFyCipoGEgFlEfLmzat5H2SDIpvOG2C6My5a/LPnM7l+9Fqs6CXrT9wYKX+f1C+Lkh7mAXBDPxAEpY4dO6ZqVmIQEOdZmK2RkOCYUgzkfccTyMBGBqYj5MmTRwICAlTZAmO4jveyFixP7+1R+gyv3/TMNKlfv74ajDh79qzmemTg3r17N/XiTUFrWyEor/c5ihnMni7+JAKzi9I1YJ5w4l9Jjtauo+4o7Spml7xZtSeQT/034wNuRF4RsEWhc0yBOnPmjGTNmtVkBAwXIl+CgwkcfEyePFl9oeJ/XLe23N51vsS4eYkt64iIrGlYIlz0ZrUlJIuMWa09VdMRnn76aTWl0xyasbRs2dJpz0uUUYEF9MuW+WXLK1kaPSN+wVk016NvhZbXXntNt+Gip/HzD5Cgso0sVwQESXCZBiaLSuQO1n2c5BSRD1c57zMGgVqUofjmm29kw4YNqlbogQMHnPZ85NlQ9xUNv1CCMKNQ0rB27dqq/IYBBgpwvWHDhpr3wXLj2wPqLWvd/scff1SPj/Jnadm7d6/67ECZBy0Y+EZ9V+OLr0IsBSXkzGHfoL6tJ0uOuSfxNmXNpkjSDeef7ybig1oDZk8QZYoatr/88ouqv4lyCES+rlEjywN88wL8aS3PyDpvhROO9evXa2brlC7t/BpGROSb8mcPkpea5pPxG65rrt9xPlpiE5IlNMjxgSQ0fMHJKprJ7dy5U2XG4fN72rRpXhO4oswpqGQdSbh0WFLumWbLQcr9SKv3RaOgQoUKqcw6lDlCIAEZcEjg8CbBpeqqjvAJZ3aoxmP+uQpLcPkm4p/NNIO4XL5QebRsVvnrhPb02ZORcXL1XoIUyK5dKsJeM2bMUPsX2YdhYWHy66+/qgBu8eLFHfo85D369OmjkhwQBEXAFa8HY7du3bLp8VCa4LnnnpM6deqo+sgo5RQVFSX9+vVLfb7ChQurkgTwyiuvSLNmzVQJg8cee0xmz56tvvvMG56hNApm32r148CgA+q/P/rooypRBdeHDx8uzzzzTKZv1IkSWuh7gKbtaPqIJmMoj4AyKTjWwN/CkyVdP42p1zbdxy9Ie2DQkaoWzCIbNcofYDlRpgjYIosW9ZWIMhtkO9iyPCPrvB0CGqi/tnHjRpNRZGQUExFlxLBH88niA3dU119z2UL8JTjAeU2QUMpmx44dqowNpjbrZQgReRK/wGDxC82qGbCFhEsHJaRCc/Xz+Q+rpi7H4MeaP8/LnXsPT35RbzVy5Wdy/t6PqcuKve8dWaBBRauqS1omPVlUWk06KZfvWpYjwOdL1hDHD9CgpwEyKhFUQ+C2atWqqlErAuaUOSGg6kg9evSQyMhIef/991XjsBo1aqhGZobGYufPnzcZfHzkkUfkt99+UwHFd955R5VoQANDQyM0AwRyUTKxV69emtmyWD9q1ChVs7ZkyZIqYIvXeWYO1KKMEpqNISBfqVIlVXoGgXTA38MrklsC9WcjaPELzSYB+cuIs73cPK9sPRsl8UkPg8kB/iLDH+XxGnknmwO2+MBFZ1gUFjcf6SMiAnw2YBrV4sWLVV0rjBZj5B7/E5Hnn0yYNw3xNIMeySNvLb1ssfypWrnE39/5XevHjh2rTnwNmbdooMIsW/JkqQ1hNKQkatdJnbvntkmw1uCzNdfkmTq5JTwkQHwRfq8P2heUF2aft1jXrGxWyWrn7601UI8AmEHnzp3telzyTciGdTRMs9ebaq/1+kQzPFysGTRokLroDXJu3bpVPFHS7UuScHZ3asY9ZiL4h2Z1+vOiPjWCtQaHDx9WM3Zw7oTGgxi8wWxmT+8NFJi/rMQhYzYhxnJdidqSdO2E2rfglzWPhNburMrTOFvdYuEy9/mSMnlTpBy7Hiel8oTIC43ySIMS2nXMiXwuYPvUU0/J77//rrJKSpQoYVE8Hx1liYgCAwOlW7du6kJEnm/WrFlqev/ly5fV9ztOKjp16iSeqFed3HLhTrz8uPWmxCakqOyJTlVzypst/8sUcjbUHcf0RWQpYUojpi+jHvmYMWPYeI48EsoBpMRr15APKlhec/nC/doNYlAicOaOW/K/xtoNyTxN0r1ISTi1VZLvXhW/8NwSXLq+BOTWbyII5fKGCMZ+zMshnoqMU9mECLAQOdupU6dUcA//f/311+r8e+XKlVKsWDFVZozsk3jlqMTuXJA6pR+1VRMv7JcsTfuJf6jzmineuHFDHS+Yw2eKoccHGlKjsTuCtp48iOMXGCRZ6nVX+zElLuq/hUGhElrjMQksWEFSUtr8N1DoHyABObQb2zlLzSJhMqUXy8lQJg3YYrRv165dqvYMUvZ5wEJEROTdMGXxww8/NAlIohEGMj7atGkjnmhIk7zSpkJ2iY5PltJ5QlR9W2fDlE4EZpcsWWJRw++rr75SNQWNM2eIPEVQseqaDWKQ+RQQUUzzPtbKE96PSbJ7W5o3by7VqlVTmfwYJEJ9zhdffFHN4kPgwjCTD3VzURIAwQs04rJH0t1rErN5pkjS/5dQuXddYq4el9B6T0qglem58/fetgjWAkqx7DwfLXWLM1uLnOvvv/+W9u3bq34aKDH2ySefqIDtvn37VJOv+fPn809gB3zGxB1eb/EBlxJ7XxJObZOQys7rLXLlyhVJSEhI1zailrAnB2wB3x1hrV+SpBvnRFKSJSCiuArkgp+fvwTk8uw6vEQ+GbBdvny5/Pnnn9K4cWPnbBERERG5FE7+tCBo4mkB2+TkFPli3TX5efstiYpPluyh/jLwkTzycjPn1ydDIEkrO8a4MStOsgoUcG02CVFagkrXl+R71yXx0qHUZQGBQRLSpI/ufbpUyyl7LlpOd4XyBTJWNuXnn39WdSzRkAiNiPr27asCU3fv3pXx48erQSRkECKLHQEqe8Uf3/wwWGuQkixxh9dZDdjejUnWXxdre7AaARiUm7EVgtpMjsmc3nrrLfn444/V+wQNuwxatGghEydOdOu2eTMEZlOibmuuS7ppWQbFkVAHGGWUkEWbFszi8QYocxCYj/2NiDwmYFu0aFHJnj27c7aGyEvwwJuIfMmFCxc0l6MJiaeZ8s8N+W7zjdTr92KTZdz665InPFCerpPbqc+NbEBr0Czo3LlzDNiSZ55UFyxvErBNSkyQuF2LJbTeU+Jn1GzIoG6xMN3HO3o1Vjql3b9LFzJsP/jgg9QgBgJQqH2PDEIMeLRq1UqVXcPUb3S0t1fyHcta15By/4bEHlgtIVVaawZEm5TJKr/uvGWxPEuQn6qRaOsxY//+/WX//v1iq+rVq6vPHQZtM58DBw6opl/m8B7B1HqyvzyM+AeKJCdargtxbuY8BmDQ9A2N19Ji3tyNiDInmwO248aNU9Mkv//+e1Xjjiiz4YE3EfmaihUrqsYXWss9DTJrtczcfsvpAds7d7RreprX7ybyNClJiRK7d7nF8qTrpyTx8mEJKmIZHIiMsgxoGFy8k/a03rQCtsbQlPT69esyZMgQmTBhgpQqVUratWsnHTp0kI4dO9r9vvILzZ7a+MZc4pkdEpAtjwSVqGWxrnX5bNKyXDZZd/y+yfIRrQpIjiy2Nc5BZq09wVpAdjHuz0bPmQ+aT2EKfcmSJU2W79mzRwoX5lRze/kFBktg0aqSeG6PxbqgErXF2YYNGybFixdXsRTMIChSpIisWLHCdBv9/OTdd991+rYQkeez+egHtWtRFLt06dISFhZm0XQM9duIfBkPvInI17z00ksqUJKc/HAaML7f//e//4mnuX5fO1B0TWe5I7Vu3drixMrc0aNHpXZt55/0Edki7tA6kcQ4zXVJ105qBmyrFcri0LIAxszPHxCgwOcPZvIdO3ZM1q5dK2vWrFHND7/44gtVz9P8PukRXLqexO68qLs+4fw+zYBtgL+fTOlZTJYfvivrj9+X8GB/6VYjl9Quqp91nB6rV69OV/AV3eI9rRwNuVbPnj1lxIgRMm/evNT3x5YtW+T111+XPn30S5lQ2pBZL8lJknjxoCqR4hccJsEVmlotk+JIXbp0UReDpk2bqsEZxFgQqJ8xY4Y89thjLtkWX3IiMla+Wn9d/jkTJRHhgdK7Ti55vkEEZyhQ5grYYtSbiP7DA28i8gWoiYc6tricOXNGypcvLy+88ILUqFFDPE2dYuGy9ez/dyQ24oomQJ9//rnq0I2ZFnowhZvIkyTHPpDEc7v1bxAYbLEoLjFZvt5wXfcuZ25qB38dAQFNZNXigoGkChUqqOnhtWpZBlbTElioogRXaSPxB1drrk9J0K8rGxjgJ52q5lQXR/5uzJal9BgzZox6/WMQA+V2KlWqpP5/+umn5b333uNOzAC/gCAJrdlRUiq3lOTYKPEPzyV+Ae6bHYMsW8OAFJq6M1hru0t34qX7j2fkzv83xMT/H666KtfuJ8o7bdhXgLyXzZ9Mzz33nHO2hMgL8cCbiHzFI488oi6e7o2W+aX3zDMSm/AwaJotxF+GN3d+0zHUlEP2i17DEJxQN2nSxOnbQWSLpMgzKotMT1BR0/IE8N6yyzJ3j34JkKAAy5q3joDMMgSl6tevr2byockfjrUwhdhewaXqqrIPybcsM23ZLIc8VXBwsEydOlVGjhwpBw8elAcPHkjNmjVVzWdyDGTWBgRnLGuePAPKYhmCtcZ+3n5ThjTJa3MpGyJPka6jrXv37pn8bO1CRERE5Cx1ioXJ0kGl5enauaR+8TDpUy+3LHuhtFTMYNf69EJdTS3+/v6ybNkyl2wDka01G/UE5C8jAbmLmCy7GZUoC/fftfqYHas4pwExBkQQpGrUqJGqc4vSCEuXLpWIiIgMPW5I5dYigSEmy/zCckpQWctBqsSkFPnx3xvS8YdT0mbSCfli3TW5n8ESEES22rx5c+qsDdRyfuqppxiszQQuXbqkGi2iQRk+A7Uaz5GlY9e1Z0tgcP/crXjuMvLtDNtcuXKpoufoSokDKa1OpZgeiOUYFSciIiLvEh8fL4cOHVLdp5HZg+7k+M7Xc+TIEfnjjz/Ud7+rTyTL5QuVT59wT9MV1NOcP3++JCSY1sz99NNPLZrDEHmCgHylVffzlDizUiJ+/hJS1XIA4sq9BElI0i/70axMVvlf47x2b8+GDRssli1atCj1586dO4ujBeQqJGGPDpKEc3skJeqO+OcsIEHFqv/XMd7MqwsvyuIDDwPWx65HysaTD2TBgFISFGB5DkTkrFJFaC7Wq1cv1UMGMzjIt928eVM1KDSUXUIpmN69e6v4yrPPPuvuzfNopfOEyF8nHlgsD/QXKZiDzWDJe6Xr1bt+/XrJnfu/zst//fWXs7eJiIiIXCQxMVE1Nlm+fLlJbVYEbV955RUZMGCAZtDyzTffTL2OKZtff/21al7m63ACjSzbnTt3yp07dyRr1qyqvj/qChJ5ItRmDK33pMTuXCApMf8/Gy4oVEKrdxD/sBwWty8VEaLKjNyPsyyjgHBlpQKhEhrknJIIzuSfJbuEVGhm9TbHr8eaBGsN9l+OkdVH78ljlS33F5EzXL58WWbPni2///67fPbZZyrbEsE7BHBR85R8z7lz5zRr5KOeMQO21j1XL0Lm7L5t8b2VmCzSb9Y5mdWnJMsikO8GbJs1e3hwg+wRFD83z7LFh8uFCxccv4VEREReAF3M0dUcA5wI3hUo4B1NDj766CPNqfzIuEVgFlk9xrVtT506pQK85scAw4cPV12PM8OJJIK0FStWTG0QwmAteTr/sJzilzXPw4BtYrwkXjslAQXKiZ+/aW2/sGB/Gdwkr3y+9prF4yCUMHnzDSmfP1S6VHNcMy5PceByjO46NDu0J2CLqc2bNm1K/dlZ9yHfkidPHhk6dKi6oBkopsb//PPP8vbbb0vTpk1VQhX5lujoaM3lR48eTZ3NTNqK5Q6W2f1KyrMzz8qtaNMZ3wcux8rkzZHyVmvvOC4nMmbz8DgCtpGRkRbLb926xamAlCkYDqJxsfXA25b7eJJ169apA8a+ffvKTz/9pHtAQZQZJScnq6yX5s2byyeffCKvvfaalCpVSlav1u5K7knwXp43b57V2yC7x9jixYs1M0AwZW/JkiUO30YiyrjYXYslOfL0wwUpyZJ4YZ/EbPlV8/2MgO0njxXUfbx5e7Qb76UFzxUTE2PzRWsbnaFoLv16vzvOmZWUSCcEWQxNatMbcLHnPuS7cP791ltvqUzbqlWrqgFi8j3h4eGayytXrszPgXQomzdEs/EYYIYEkTeyuaCH3ugOOld6YyCKyFaGg2hn38dTTJo0Sb755pvU6//++6+sWrVKdW7GlGmizG7BggUWTSEQYHj++efl7NmzEhjoubWzMNiaVu15ZPYYCwoK0r0tPxOIPE/yg1uSdOOM9rrbFyUp8rQE5ittse6ulUZbDzTKJaTnHKJ///6qRqOtUFN72rRpTg9a1CserlsO4ui1OLkTnSg5wzz3M518z5YtW2TWrFmqdnpsbKx06tRJ1Uwn31O8eHFVasl8gOq9995z2zZ5E38/Pwn095N4jRrswQHeV8aHCNJ9xPHqq6+q/3GghFp1YWFhqetwsrdt2zapUaMG9yqRD0Ew5/vvv7dYvm/fPlmxYoVTGoN4IjQXWrlypcqQzp49u3Tt2lWNdhMZMk71Ov3u2LFDGjZs6LE7Kj1lG1AGyVj37t1VFrF50y0M2qIkAhF5lpR467Nikm6e1wzY/ntGP6M0W7DtgVMEm+wJ1hqOO3B/Vwx+l4wIUTVrzSEEEJ2QLL5XCII8EUofoIYtatm2bt1a1YlHsNb4HJx8C0pqoRQlZm7hM698+fKqX0C3bt3cvWleAU0hO1TOLov2W9Yh71SV9cfJxwO2e/bsUf9jxAcdC42zaAzdpF9//XXnbCURuQXe66hjqdflOTMEbFGbGxlBaARggGzKDz/8UJ588km3bht5BmtZpZ6ecYrsX9RjxSwZPYMGDTK5XrBgQZkxY4ZqRoZMYsAJ5C+//CIRERFO32ZfhHIa+ExN7/K01tnz/Ghog6A7shjxun3xxRdl1KhR6rhv9OjRqhzOtWvX1N8YQXvjmRfk2fyz5xcJCBJJMh1kMfALzaq5/EG8fhbttvP6tV7TAyVj0hN8xWdMmzZtxJXaVMimGbCtkD9ECuXw7M908h0bN26UN954Q5566ilVz5Y82/kPq9p938Q7OHb6r5Z43iwp8mWDWyItMVgeLXJolJw/NCrdj1Xs/QOSmX3QrqCcuRkv+y49/AxvXym7DHiE7yHy8YDtX3/9pf7v16+fGuFDlpmroW4PRhvRtRodmQGj7cj0wQhkXFyctG3bVr777jvVBISIMiZv3rxWp2ghw87a9Ghvt3btWnn55Zctpoxj5Pvzzz+Xxx57jJkOpDo2I5hlDpkRtWrV8vg9VLdu3dTveC1ly5a1WIYmW+3atZPly5eLv7+/PP7445IjB7MXbIHPUASjWrVqZfKZgyCW1nIExQ31P7XWGTeGswea2WA2FWZMofQNapY3atRI7t69K+PHj1fHWZhZcPXqVZX5Q94TJPcLDJLgSi0k/sCflisDQySocBXN+5WKCJE9F7UDswlJKRITnyRZgk0blqWXoT6rJ+pbP0JWHbknB6/EmjRiG92hkFu3izIXfEcQkW1yhwfKkkGlZdvZKDl3O16qFAyVSgU887uGKD1sLsI0ffp0cQdMK/3hhx/Uwa0xdKXGCSOapuBkEY2RMF2ZX3JEGYfu8KinZJxdanDv3j0V5HF15ourILMYNaP06nvev39fBS08ebo7uQaCZygVNGbMmNTXS+HChWXOnDle0SQCdXb1VKlSRWXg6k3de/bZZ8VdYhOS5W5MkuTLFugV+9lcsWLFVIAUNZDxeTJ48GC5ceOGjBs3Tnc5WFuXETi++uCDD1KD9BMnTlQNJ/Ply6dKZ+B1jgE6bHe9evUy/Hzk2iB5cMk64hcUKnEHVoskGAVhg7JI8v0bEhBhWvoEnqiSXf7Yd0f/MQN9syZgttAA+aN/KVly8K7sOh8tBbIHylM1c0nhnMyuJdc7fPiwnD9/3mLG2xNPPME/B5GO+iXC1YXI23lF1XxM1UQH7qlTp8rHH3+cuhwHtD/++KOantyiRYvUgHLFihVl69at0qBBAzduNZFvaN++vWYdW0BdLV+1e/duuX3behdsd8w0IM+CTLj169er4CW+jxITE9XURbxvPL0cQnrex8ik9TRxickyZvVVmbP7tsQkpEjRnEHydpsC8lhl78rwRW1gDDZj5hA+bwwzhEBveVrrMsJ8QBylL65fvy5DhgxRs5pKlSqlsqo7dOggHTt29Ohmet7ClUFy1TQ4OEwkxWwQMuaOxPwzS8JaDRb/LKbfaWEh+tmz/n4iAfjHR4UG+asgLS5E7nD69GlVFx7lyTAoaWhEZRigTKthKBEReT+vGBrHyQKmHhtPAYRdu3apKdnGyytUqKAObJGpQEQZh2wfPahd7csHytZgYIiNxzI3ZJk3bdpUfQdhtgey4yZNmqTeM94SrDUE5vTcvHlTPM1Hq67KjG23VLAWLtxJkMFzL8iGE/fFm6ApXc+ePVVHaJTOwAARrltbbm1dRpmXt0FQAOVfEFg+duyYCgxjCjuyevG6N286R44LkqM+OkpfIEg+cOBAWbhwoRoMshcCPXG7Fkrs1t9FEjXq0qckSfzpHRaLc4TqB2xrF+UUUyJnQgnAkiVLqs8ElL05dOiQqmtbp04dh9UvJyIiz+bxAVtMB0MWyaeffmqxDlPEcFKcM6dpv1bUr8U6Pah1ixNt4wsRaUNWT5MmTSyWP/roo1KzZk2f3W179+7VXVekSBH59ttvXbo99F/NR1uWOxsaz23evNmiQeeIESPEm4NGnpxF/yAuSWXWanl9UcaDltaaiRhfEu883C/42Xx9epqPoBQFGrdNnjxZsmXLpv7HdWvLra1zJgRqkVWLGqoIFGBQHFlf5B1B8qQrRyXx8hGrt0m+bfn+iUlIlnxZLTOpkd/3fjvWcyVyJnzO4jgDs3ZQKx6Xxo0bq3Ni9FcgIiLfF+jp3dkxurhmzRrVlMFR8EWHZg5ElD44aUQH+FWrVqkTSkyJ9cSp0o5krRwCpq3ihJo8szFTRpsvpdfcuXN1l6M8grdA9o4efP9iyrZWjVhk7aGuJqZlYvAGJ5POdisqSeKT/susNRf5IFFORsZJmbwh4q2zF8xnEqW1PK11jjBjxgz1N65fv756f/3666/q/Yf65uT8IDkumGmGGWQIktvTyDDx6ok0b+OfzbSD9udrrsp3m29Y3C57qL+826aAVCtse4YtjuU3bdqU+rOz7kPkC/C5i4E5QNAWA6hoZorPXgzoEBGR7/PogC1KHuBE0vjgFF9emA6CgMmff/6pCrBjaqBxli066qL2lx7UfkOTBwNk2DL4QqQPmez9+/dXl8wCNbDxWWMub968UqZMGbdsU2Zkb2MmVzDUkzOHDDlvcvLkSd112Kd436OGfEDAw+nRmPmCQRvDSSOmbaKBklY2viMVyhEkoYF+Epuove+v3EvwmoCtMb3prdamvbpqSiyOrz777DP1fsMxWNWqVWXp0qUSERHhkufPjBweJDd672rzk+AKD2cqHL4aoxmsDfATWTaotBSPsO89hoEf/B7Ovg+RL0DTTwyK4vsVnwVjx45Vx+NTpkxR5VKISN+qI/fku02RciIyTsrnC5EhTfJK6wrsPULex6NLIrRs2VJlE2BqsuGCuj1oQGb4GdPJ0KDBACeP6KRprXN7SEiIahZkfCEiMtajRw+V0WSuUKFCalCIXNuYKUeOHCpIiOARMlitLXeV7t27ay5H/UlvklYQCFnOK1euTL2OzGZk2Rtn+Jw5c0Yef/zxNBv1ZVRggJ+0r6T9nR0cIFK5ADPw7IHgLxqLGVu0aJEKHHbu3Fk1ckWjVzSBxTRdHJ+R8+DzDIMkyMJGyRLMHshIkDyoiJUSHf6BElq3m/iHhKUuWntMux40ktv/PRtl1zYQkW3ee++91AFglEbA9ywGRVesWKHK0xCRtpWH78oLs8/LvksxEh2fLHsuxsjA2edl7TGWwSTv49EZtpgGgtFFY+Hh4eqA1bAcmT/I+kCHbgReX3rpJRWsRXYcETkOmh3gRB3vtTZt2kjWrFl9evfi9/vtt99UEGPmzJmpy5Ht0Lp1a1UmAnV8ybnQTOm1116TXLlymTRZQiat3vLChQu75M+CUgEIZu7Y8bBZDwLI5nUpPR2+RzGjxZr169ergCwsWbJEc9ACs1Wee+45lQ3ozIHQMR0Ly/Zz0XLprmk9zxca5ZXc4R59WENkNUMaQXIDBModJSCimARXbC7xRzeKpPz/DICgLBJcrrEElagpfgGmn1mhgfr5HKFBHp3rQeQz2rZtm/ozZnYdPXpUbt26pY57tMoUEdF/Jm6MtNgVmBSH5a3KM1GPvIvXH3WNHz9enUR269ZNNWRAKQRMkSUix037fvfdd6Vr167yxRdfqJIiyG4fPny4yrhyJTSXQqOFN998UwWO8X4fNWpU6nbiZ0yhRxY9MmEz2pQBA0TGGfwGyHjANuhNiSfHsacxkyuz4JB5uHz5cqlevbqaKo5arlFR3pWBhmxJ88FRc3hPGZdJ0IMswBYtWqjmns4SFuwv854vKS3LZZWC2QOlZpFQ+bZ7EXm9ZX6nPSeRtwsu20jCWr8kIbU6SWiDnhLedpgEl65nEayFjlVySBDqH2jUr21d/r+amkTkejj2ZbCWyDqUQdCCPgdE3ibQ2zMS0IBg0qRJ6kJEjoda0fPnzzdZhkAlpmQhOIZ1xrUtnQ11MpFVv23bNpXx27dvXzVtFMFjDODMnj1bKleuLFevXlXZsBmBTAZkeGpBNuGpU6dYz9ZLGjM5CxptoTwAskq9rVRG7TceZo7H3Ii3etsVV7PI6jdmyq4v+qS5n5GtO2fOHOnTp484w+4L0dJ31jm5G5Okrl+5lyibT0epIBNPZG2Hz/PY2Fib74fjL+5v1+73jO5z/9Cs4l/E+uAMFMwRJOO7FpERiy9JVPx/Gbk5swTIpCeLSniI677vvR36bKDeKGYloJQMZuVgJiBq4RMRkXOUzRsiB69Yfr96Y48DIq8L2BJ5G2TbYVo9DthxsvXMM8+oKciu6KjuCKtWrdJdd/jwYfnrr79cGihDPT9MRYeyZcuqBoTIgs2XL5/KuMW2YEo6Mm3r1auXoedCcwdrjhw5woCthzdmcjZk2H700UfqNYjXC153+fN7X6anX6D+QWxgidoSmKdE6nV0qR42bJhFzVNj//zzj1MCtghyDV9wMTVYazBn921pXiardKicQ7yRu4KmeF58H+3fv9/m+yKrfNq0aQzaunC/u3KfYwDk0bJZZeOpBxKXkCzX7ieqJi4XbsdLp2o5VaY7WffGG2+YHENhIAuDzSh9wUZqRETOMbRpXnlxzgWTZfjaROMxIm/DgC2REyUmJqp6p8gENdi4caOqeYmsC2+Q1okhamq5OmBrrGDBgnL9+nUZMmSICiChc267du1U1mPHjh0lMDAwQ3VsEQjG42tBF2/KvJBJiowpQ6ANZQBQ6xld3b1Niu4Akp+EVG1jsRTZ7GhWhtIoWpzV/O3Q1Vg5e0s7G/ibv697ZcDWnUFTvHbteV7ADAbcn4En1+13V+/zrCEBKlOp5/QzciPq4ffdlH9uyNznS0nerDyN0IMZOFoD3piZtGzZMq9rTklE5C3aV8oh3/cQ+W7TDTkRGSvl84XKkKZ5pXUF1q8l78MjLR+Aup4IYiHTBiduyPJ68cUXVT1PnAiOHj1afvrpJzVdFw3b0Nmc3UVdA1kUxsFaA/ydUAMVTQQ8XePGjVX5Az2GDrauYt7QCYEKbAMCROhaj27aa9askcGDB6uau3///XeGmkChsdWIESMsluN5a9SoYffjkvcbO3asZlYkgrZ4TXpLFj0kXzulsyZFUh7cFL9sllkJyLKdN2+eyqY1hprC/fr1c8p2WgtL6gVyPZ2nBE1Xr16drsfB1G40niTHSM9+d+c+//jPqybBWjh9M16+/fu6fPhYIbdskzfA8Yg964goc8O5+7w9t2XJgbuSkJwi7Spml6dr55JgK80gSTtoiwuRt2PA1ke4sq4n2TZdWu/LGH8rbwjYphWQRQ3bjDb3chSc9CKrFhdk3FaoUEEOHDggtWrVsvsxn3jiCfnjjz9k+/btJsufeuopKVHi4TRxynz0gmzR0dHqsxednL1Bcsw9SYl7oH+DIP1g0sKFC9UAIUq+IOMcTddQpgRN/5yhUoFQ8fcTSdbo9xeb4P1NAN0ZNMXzMlvW9Tx5vycmpcjGk9qfDeuO35cPH3P5JnmNkiVL2rWOiDK3nQePy/yLV1Ov/3smSv46cV9m9C7OEkREmRADtj7ClXU9Kf2wv/U4a8qwo6WVJYjM7fPnz1v9XV1hxowZKmBUv359NSUdTaBwEoxp2xn9/adOnSq///67yt4NCQmRxx9/XLp06eKwbSfvhFquKAliDrMdsmf3nmlXyfdv6K7zC82mGhXpwXfMc889pwahEETs2bOnU79jkNler3i4bD0bZbGubnHvK0XhTcE7Z+EsIc8V4C8SGuQv0f/feMwYa9haV7FiRTVDafPmzSbLUeO8U6dODv5LEZEvePDggZw1CtYabDjxQDVXbVJa/3iMiHwTc+t9hF5dT9TIwkk06noOHDhQZUOhriq5BhqM5c6d22I5Mj6bNm3qFX+GFi1apNl8yxM6hefMmVMFVpFZjvcDgqtLly5VZUAyCgE4TPGeNWuWKi/StWtXj/idfZ0hCGjrBfdzhddff12zRjIyuwMCvKeTun+45WeUQWDRqmk21encubMq//Lnn3+q9wnK7jjzb/BB+wISHmz6/gsJ9JM3Wnpfszd6OEsoPDxczTxBqZEPP/xQlbbB7AbMEvrhhx/kxIkT6nVWtar11yQ5Dr7nulTTnlLarXpO7uo0oPwYjgNRJgZJE8iKx2Ay6uMTEZnD7Cw9O85ZDlQTke9jhq2PcHVdT0ofBGux77HfUR4B2ZrIzvz++++9ZhdiWjfKbXz22Wea6/PmzeuybOENGzZYLMMJvAECR+QbvKF7PbKn0Dzm/fffV40EkX2NTHNkVnkTv7AcIv4BIsmWTfQC8umXbTlz5ox89dVXFssXL16sZng4qxlhpQJZZOkLZeSnf2/KkWuxUipPsDzfIEItdzUMEJyJvCVrjsZI87LZJCiAAzn24Cwhz/VOmwJy/Hqc7Dgfra7jY7VrtZwyoGEed2+ax8MgxMiRI9WFiCgtOI7Ukz8bz9uJMiMGbDMBZ9T1pPRDTUfUFY6MjFSZqjlyeFcBdGRqT5kyRXd9XFycS7eHMgdPacSUlrZt26rL008/rcqDYAaDqxvxZVTsnqWawVpIun5KAiO0B2Qw8Kf3u65fv95pAVsonSdEPulYyO1d4M+dO6d+HnBApGD2QJneu4RULBDq1u3ypVlCOGaZMGGCmiXUrl076dChgzqW0cpsJ8fbcT5K3lpyWU5G/vc9XzZviHz0WEFpWJIZokREjoaSbmGhIRIda3pulSssQJ6o6l3nj0TkGCyJ4ONQ1/PHH3+UgwcPyunTpx1W1zOz1xeKj7e9GzkyUb0tWAtz5syRW7du6a6/d++eJCQkuHSbKHNBI6ZNmzalecHt3AXBJWTRb9y4UebNmydDhw5V2ZeeLiUxXpIuH9G/QUKs1fq19qzzBVcjb6UGaw2u3EuUl/+4IN4E5V4M7x/87Kz7ZHSW0HfffaeOXTBbBeWE+J3jgPf9veuSkqA/4Br5IFH6/nouNVgLJyLj5L3lV1xWdsYAx1z379936XMS+aJJkyaphrn47EbPB/OGuuZwPINEH9we5WhWrFhhsh5NrvF5bXzB4JoxnEP07t1b1fZH+TLMnsK5FD10936UmqmF40gEa8ODH4ZoqhYKlV+eLSHZQr2n1BYROQ4Dtj7OmXU9Mxtk+/Xq1Utq164tderUkbfffjtTHHCgbqA1NWrUcFl5DXtqmrr6xJKc14gpPRd3OHz4sCoBEB3935RhBJpwUoQTFE+XEnNPJFm/rrl/hH4zQdRj1Ktv7et1Rk+ev6y5HFPHD1/1/EC9AU6uDe+d9JYQsec+jpglhHqgKIuDGSuYJeTNbA16OzJIHnf0b4n682uJ2TBVolZ/LXGH1ml+Ty7Yd0cexFlm0COA+88Z19RSRJAW/RdwLItgD45lUec4M0AzVxxnovQOXv+o5+xtszfI8xIwUOIMTap3796tykdhhhAGnLX8888/6rwHAdY9e/aosmO4IAnIGAK0V65cSb2gSa8xHAsdOnRIleZDGSkMbA8aNMipv6s3iU1Ilo079psMSkXFJ0tEeID89VJZWfZCGalaKHM1IyWihzinzAewrqfzYarz888/n/plijIACxYskJs3b1otF+ALMBVVD4I1OPjz5JqmrqpnSpnX//73P83laPJ46dIlKVy4sHgqvyzZRfz8RVK0AwGJlw5JYKGKmu8flJ7Qm22wZMkSadmypfiiObtvy5XrN3XXJyTZNkhkCMYZfnbWfbx1llBSUpLKBMNUUV+ZJWQIejvr9nriz+yUhOObHy5ISpCEU1vFLziLBJd9xOS2kQ/0Z85cf+Ca5rUI9CDJwDiAhIEiBIxcVTvfkeVT8DfEMVX+/NYbJOK9jUCa8SwNBLoaNmyogl6ojUtkK9ScxwAImoMC+mksX75cNdN96623LG7/9ddfq2AsmovCRx99pF5/EydONOnFgbqrBQoU0HzOI0eOyKpVq1T2KJJd4Ntvv1Xlbb788kspVMi9pY08wZ9H70lsnOWx1M2oJNl/OUZK5dGva0tEvo8ZtkTpgClBWtPxUMMRB+K+DKPryG4xV7JkSbVfcCLtyTVNDfVMiZzF2usyrQx1d/MLDBb/nAV11yddPS4Jp7Qz2u7cuWNXp2NvlpiUIiOXa2fXQuEcQVKlYBafy3J1F84ScqzEs7s0lydoLK9XXDso6O8nUrdYmDjb8ePHTYK1xmWYMAjrDTALCwEyBKcwsIfp4yjpMWDAADXgr+ell17SLKmD7PLx48c7eavJF2FwddeuXSa15dEIGdfxutKC5ea16DGQYH57JA6hDFL58uXV69z4tY3b4nPcEKwFPCaeWy9bHkkxeJ8bX3zZ9fv6A2DXrKwjosyBGbY+AJmHtgakkJHjyyd5joYsOT0XL16U0qVLi69CJsgvv/wizzzzjDpowkEWDsyQ7eGuxi+oVZpWthFOdpCJ44iDXByMogZXgwYNVO0vovR29S1TpozH76ygyq0lbvMM3fUJZ3dKcJkGFsuR7YW63FrBWfMads5y5W6CzN59Sy7cTpBqhbNI9xo5JWuI8+q87b0UI3GJ+hm0YzsVlgBEtCjdOEvIdZLjtEsZpMRalndqWS6bNC4VLptPm96nX4MIKZJTuxSKI509e1Z33ZkzZ8QbfPLJJ2r6t1YG7bBhw9SxlbnLly+rgWY9mN313nvvOXxbybfduHFDzVYwz+7G9aNHj2re5+rVq5q3x3Lj7/quXbuqJA4ksLzzzjvSvn17FagNCAhQtzWvaY9zh9y5c5s8jrFPP/1URo8eLZnlHH7Pxf/KaWmpX9z5g2NE5NkYsPVynCbuGlWqVFEHyeZw0IFi/L6uXLlyKvCE0hCGA7b0BGvRKR41s/A67d69u0MCqOCqeqVodoPsGMPvDU2aNFENcPRqd1Lm8+yzz6qpfeYw9bVIkSLi6fwlJe06txowRf3NN99UwQPjGpg4gcP73dn2XoyWZ2aelfv/X2fzj3135OdtN2Xe86UkT1bnHN4EWYkFhwf7SePSWZ3yvESOEJC7mCRdPWa5PMKyxAQGHn7qXVxm77ota47dk9BAf+lSPac8Vtk1zVNRzgj18bUazNWtW1c8HQZ7Fy9erLsezZ4Q4DIf8Mfvi4QKvfr7ruoZQJQePXv2NKldj34peE1jIM7eskio3Wxcbg3JIt5UAsUWv++6LcsPaR9jPVo2q9QowoAtUWbHkghejtPEXaNTp05q9Njc008/nWYtsswK9bBwsIYav2h8h2lUr7zyingT1O0yDtYaMmNat25tdToj+U73+vRAA49cuXKZLMMUQPNuyh4rMI36aCkpkpJgOosDwQQ0DXn33XdTAwsYRPn444/VNGZXZN+PXnUlNVhrcPpmvEzeHOm056xWKIvkCNU+dHJVIIvIXsEVmlq+3wOCJLhiM83bhwT6y3P1I+TXPiVl2tPFXfoax7EVSgOYw+Dxc889J54Oxw7IaLTG/DgCDZtatGhhtVkqylQR2SpPnjwq49X8mBbX9erPYrkttzcMVOO5Tp48mfoY5k3NEhMT1aw1vcfBrCU0GTS++KpfdtzSXVc8NwdniIgZtj7FldPEM5usWbPKb7/9poKPmN6G6926dZOnnnrK3ZvmkZCZOnbsWIvl6PKN2m3e0EEetUfxe2jBNC78LpllypY72NNkx1GNeWyFzwN8rh4+fFhlgiDQgOxyb2kME5A9r/jnLCTJd/Rrs6YkJYhf0MMgOD4PMRBj/v0ycuRIVdv2888/V+VTnOV+bJLsvmBZ4xH+PvlARjrpefEaQ9bhk9PPSnLyw6BKhfwh8mlHz20u50slnRxZ1ql58+YqIwyPh7qomDnx4osvyqhRo9S24TMeDXkQpIiIiFCZ4/js91YB2fNJWLP+knBmhyTfixT/rBESVKqu+t8TYQAIsxRQLx+fK8jex2CwNwRwrJXSAnw/VK5c2eL3PX36tO59MKtBr8klkTX4bKtdu7asW7dOOnfurJYlJyer60OHDtW8D8oeYT3Kdxig6RiWWysTh4GIggX/q42P2+K9i/q5eH7A8RGe21U9MDzZ7Wj9GrVX7rJ+LRExYOtTXDVNPLNCvSWcKGh1UiVTf/75p26GCLrFekPANq3MmLVr1zJgS6kQnMybN6+6IGDrLcFag9A6XSR60wwRjRqX/jnyi39oNpNls2fP1nwcvO9RHgIna8ZTGh0tONBPQgL9NOvJZtPJgHWUOsXC5fnHGsquk9flfnS0VCoaId+2tl5WghxX0skwXR4BVkcEbX/++Wf1WkUDHNRdRGOoRo0aqdrMaPCE1zoCaxios1Zb1Fv4h+eSkCqePXCPIP7rr78u06dPl2i8xypVUp8raN7lLVDf2xrMODL/nsCxkzXYF5s3b7Z7qjllbvicQ3Y6GoDVq1dPJkyYIFFRUdKvXz+1vk+fPlK4cGFVQ9bwGm3WrJmMGzdOHnvsMfVZuHPnTpW8Ymiqh0EtJLAgWxYlPlAmCVnwmFUHFStWVAMtKC/2/fffq5IfCBCjlEKhQoUks2tWJpvM3n1bc13tYt51HElEzsGSCETkcJgObu9JjKdAt1tr3FnDFllhtiwnSot/WE4Jb/Gi+IXnspguHVLlvxMvWwY0cGLmTJiq3bma9ufMUzXMfgcnGFnnnizqGSrrns/NYK2LSzoBAqf2ZOZqQYYtypqULVtWBSwQzEBW2fnz51UQAh3NixUrpgIcCDqQ8w0ePFgmTZqkApSA2QvICty7d6/X7H6UN9CDBqZaZR3Sc3yEWRxE9ujRo4ca+Hj//felRo0a6v2EJApDaTd85hm/bh955JHU2YUYJJs/f74sWrRI9fUAlFjAZ/gTTzyhel1gAA5ZtChLZdyMddasWarfBwYaMOjSuHHj1KBvZvdqi3yaZZYKZg+UnrWcfyxDRJ6PTceIKF0QoMFoelxcnBohRwfnEiVKaN62S5cuagrV7dumo8bZsmWTJ5980q49bqhPavjZ0bc3h8wtHJQePHhQcz2yDVxpy5Ytaso5ggfGWb7IqtdajqmTONgmSg+UPIg/tllS4mPw4he/0OwSkL+sBJdtKP5ZLKcfoyv0ypUrdR/PvO6dM7zfroBEPkiU9cfvq+tBAX7Sp15u6VmbJzm+WNLJWWWdELA1huxw1FwcMmSIykBDTUZkiCHQ0LFjR5fUZ87s3ex//fVXi+U47kAQ17wUi6eyVrbB/DVn8Pzzz8v/sXcWUHJVWRc+Xa3puLtClAQCAYIF9+BuwWFwGSa4DTYDg7sPMLi7BXcLBA9xd7dOa/3ru/lv59ar9169qnrVXdV991q9kq6qrmdX99lnnx9//NH3e3faaae0z82i8QJ1q5cFAoXCnGDN7rVuZ8xOpArXGYoQvxbx6Ni8UD4/r79c9fYc+WLKKvXaHgNayPk7dZSWTXyqnFpYWDQaWIWthUUOV6a/4YYbQqtmDPlKqpMbSA0dP3688qFiwwwZQ0QdEtENELNUR8Z7ToPUJyLzzuJMyfqT8hMkDTbZz7sBH0M3EmGzzTZTm/m6BAqvBx54QCmPVq5cqf5FoeD1ekOtqGuRGawd+6pUTvlWhOJiFBkrWy7Vc8dLXr570QvSxrUPXn2RCs2K8+W/R/eUj8/uK0+M6ilfnd9Prtyzcyhp8kGwZHWVLC/zVxpbBIMeq4P8hI3Cwtg2TvvBX5ExFB/ze++9Vx2XsXX77bdXxKFF5oDCz+seT58+PWduPUrDnj17ur5HYcbvv/8+7nXaGCpFL3To0ME3g8nCwiL3ADF7+8Hd5YfRA9XP9ft2lXbNbGDQwsJiHSxha2GRRQia0k46KBXozznnnFCOS3o/fnEXXXSRp8efM/0Upe3111/v+Z0jRoxQKlxUrp9++qnaaFH9OJeA1y7EM2myKGJI42Lz/swzz9S5XzTkAYVXSJlEgcOm7fnnn/d93cIiCGpWLpLqeRPiXo+Wr5LKmb+6/g0qw1deeUWp3czUR0AbvPbaa+vs5vdpV6x84Do0r5uKyhMWrJXDHp0im940Xja58U857slpMntZRZ0c26JuwTiPqpZCY6jP8Lj99Vf3PmERDvC/9ArsYkuRK4D497JWgpT+29/+JkuWLIn7G8ZOVN1usLZHFhYWFhYWjQs2fJPjqOs0cYu6S3X3S2m/6667VIoS1enDwtFHHy0XXHCB/P7773GVi7/66ivXv6HAwJw5czwLB+BvBcmZy0Ahc9lll2VFxWmeDxtZFL7YTVC0gWIQXq9TPMIiM5hxzfrCedU1UZnxl8j8FeVKXd62uDrmfdDjyuwleWpWLfZ5b5Hv35588snKl+7uu+9WPpOMHaRbetml5DpWl1fLUY9PU1YMgNqKn0xcJaP+N13GnLmh5EfqRt1rkXk89thjygqISubMx6TpQ+B6qSYtwgH3GI/N888/P+Z15jOvVO5sBBlJH3/8sef7FHt66623VLaUBplMFLxzErkaBGOxTdAFnSwsLCwsLCwaNixhm+PQad+Z+rxF5kFKO5VbX3755dqUdjzcINzcwAYS439M/E1AkJx66qkyadIkpbiEwLv88svVa9r2gOO89NJLitSjyMBpp50ml1xyiXqfz7NRoAosCo9ho5+o/e6y2R5FLvIiss+Nb0he0bo2NfY/x4Z1WywcQK0MOQaxj8rmvvvuU8S+3+uWsM08FqyslGOemCZ/LSivfW1Wm5ayZrOuUlqUG0kskebtvd9r0SHh3/fu3dtzvGpoeOO35bVkrYnJi8rl00mrZOd+zevlvCzCB0rxf//732reZN4l44JU9rZt29rbnWHggc+ahvls3rx5am4bPXq0KgKXK1i4cGFC+wwnMXvppZd6krUaTzzxhCVsLSwsLCwsGgksYWthUc/QKe0Qp6S0o5wg7d4LVGTFU5ZK1k5AmkC2suiH1D399NNlhx12UGl5pHS+/vrrSqEBSTxz5kz140w31ApsE4U9hkr1gslxr+d36FNL1jZUQHRTzRm1DEVE2DDecccddX4ekOlOmKrsIK9bhI9r35sXQ9aChUuWyz2fF8noXdZVXs52RJq1kYKuG0nV7N9jXs8rbSmF3WKVwo0dc1d4EzBzl+eetylZEsw3+Je3a9dOZVpQUK6xwK3IDl7rGn4+zXWFaDSq5mWIS+aBxhKI495nw/1PFV6ZRya22mqrmN/HjBmT8G8o/mphYWFhYWHROGAJWwuLLE51d9uY4QWL1QDFJ5ygijUKXYAf7W233aZS8iBsZ8yYIX379lUWBSit3dI62WC4FfWoKV/teu7RsnXV2Rsqvv32W6X00YoX7htkeTaSDH6vW2QGNTVRefcPd/X5278vzxnCFhRvuq9EmrWVihm/iFSVS36HDaR40E6SVxjrT9vYMbRbqed7m3ZPPXhFcavnnntOZVdQrOiQQw6Rpk2bSiYxa9YsOfLII2vHNAhBAocoA/HXzDRSsWhqbLZOzMf77LOP/Pbbb7Xe0fjN/+tf/6rvU7NIAK+irBrY52C3YaJNmzYJCVnag4WFhYWFhUXjQG7ka1pYNGDolHZS/1jA8y+/87ob8LulyI9bJXQKY2nwPmrQBQsW1FZ1HzdunCJvKVb2/vvvx/09dhlr1qyJe71yoruHbc2K+VJT5mGXkOPgPnOfzPRElE48FwqGWFioNuFxG2q83shS5EXyJa9JC8mLVotUlkn1vL+kcvK3Eq2pru9TyyrsuGEz2bp3PJG635CWMqhTaoQtqjpUrdjcvPfee3LDDTeooB0WOZnE//73P9cA1MMPP6zGv0xDWzTx4zafhfU3uQyyOzRZC6qqqpRNA/M49kUW2QvWW35w8/dn7ZcIxxxzTFrnZWFhYWFhYZE7sISthUU9gxRHZwo7v7ulwAPSViFVSdV3orAwtko6G9qamhr1f9S7U6dOVZYJbMYPO+wwpeIyATnZvn28n2W0wl1hq96rik0HbyhAmYwNghOQthQKsbCIRPJk9wHunqV7D2qRUzeoav4kKR/3pkTX/j9JWF0plVO+k4o/rWrbOaY+dnRPuWS3jrJptyayRY9SuWbvznL7Qd1Suu+MzxC0EHEmJkyYIM8884zr36DCRWVKdkY6+PPPP11fX7FiRdrfnStgPGc+TOaHv6kLkBXz6aefur5H+0Adff/99yf1ndHKcqmcMU4qJn0j1cvnh3SmFm5I5Lfbr1+/uNdQuJ9yyimewQissGwdCgsLCwsLi8YDa4lgYZFFCJLSPnToUPUvFdn1/4MCD9bDDz9c/UDW7rnnnoqkJQ0PoOTZdNNN4/4ur7CJRMvd0/TyfQoW5TLWrl3r+V5dqM8scgNu3A1E7vFb5VZhosqpP7i/Pv1HKRqwg+Tl181ygSI9pOYzJgWxBFheVi1fTFklxQV5MmKDZlJckPk4dElhRE7brr36SRcE0ebMmeOZUq2LRgKIQuxz7r777tpiRqWlpXLUUUepQFyyBZmwxcH2xQmsBnKpuFOq4H6edNJJyhc+GWyyySZKhZxphW+QeYbnDsGHTVIiVC+eKWXfPS9SuX5uK+w1TIo33jPtc7WIx+677y7XX399UtYGWF48+OCDKqBOPQMdcAe0N7J+LCwsLCwsLBoPrMLWwiLHgAIWtewXX3yR1N/deuutSrE1fvx4pc6h0Bmbcipha6DaYpPhRH4Pb2K4elnDtAcYMWJEnGJZY+edd67z87HIPkxfUi5vu3jY4m2Lh20uwdOPuqpCedrWBRifqAavMwzw6XQqT028OG6pDL9lvJzx/Ew56ekZstUtf8k307yzAbINKPj9FJLm2AwgavElNyvPk20Bebj99tvL6tXJXfuoUaOUvY4TBPSaNWsmDR0E5ZIla8HPP//sG9ALCygw3VSYJiD78RwOQk6v/em1GLIWVE4bK1XzJ6Z9rhbxYH01cOBAz1sTiUR87RKcHs08w6uuuqpO2p6FhYWFhYVFdsASthYWOQh8zvA7TAb44950000qpW6LLbZQXqxvv/127abh66+/Vn6GTpuEiqk/SNVEb3K4ctLX0lCJ8QsvvDBORUWxt4022qhOzyWb03azBbTnM888UxVsorL4hx9+mPFjjp/vTWS++ktuEbaRNu6V5/OathEp8i60FRY++OADufrqq1W6P6ANP/bYY3LHHXd4kuUXvjZbyirXt/Mla6rltOdmyNrK9aq0bAXkKsrY119/3fMzqOxMPPTQQ56fnThxojz99NNJnQNk4COPPFKbVYGq+eyzz1YFKxsb8HQnYOn34+b7nkkw9zzwwAO+SvO2bduqn0SoWTZHomvcx6Sq2e7WGBbpg/nIC//9739dXycY37lzZ9d6AijyX3zxRftoLCwsLCwsGgmsJYKFRQ6CAmKozyBZt956a/WaW5Eys+gFaZP8eOH222+X0aNHx/ij1axZJhW/+m9Sq1esK2rWEHHsscfKlltuqSqmU7mZe9O9e/c6PYdsT9vNBtD2eU5aafbjjz8qIoyiSkcffXTGjtuzjbsCG8xetl4FmQso2nBrqZr7l0iFSRLkSfHAnVzbUHl5uRqDuMcQC/vtt5/885//TDmV/sknn3R9ncJK5557rkoVNvHar8ul2oWXXbqmWj6ZtEr2HJjdHsKvvvqqTJ482fN9SFSnj7lZANENqahFCd5xj1EyO+9xY4IuZJZtQHFORgzWB5C3zkDc+eef75kJEhiNYI6oawwb/YT6t2LCLM/PPPXia/Lqip61v4/9z7FqXMUqwa0YoAZZUhYWFhYWFhaNA1Zha2GRAlR6YT2mpbGxfOKJJ2rVaOmCAmZDhgxRmz8TisARf6VmBAVeA8aAAQOka9euKj3ZLX24saftZgNuvvnmuLRg+uhll10W4wEYNjZsF5uyaqK4MLdIkEjT1lK6/QlS2HtzibTuIgVdBkqTbUdJQZcBrp9HHQpBO2XKFOU5i+8iafluqrAg4Du8CmC5eXmuNZS18e9lv8LWzTvWhFvfdRandCJR+rwfGjNZm+3o0qWL3HffffLOO+8ogh1069ZNjXuXXnppoO+ItOoieaWxFhsa9HWLzCC/7XpC1gkKPDrtKJiz/Mha0BiCsBYWFhYWFhbrYFfoFhZJABII1eLjjz+uCKK+ffuqIhBuvq+ZJouHDx+eVAEs/NC8FvpFRUVy+eWXu7yTeGNQtOFWgY5vkT5IyU2kAqM91GV7zAZ88803rq9Pnz5d5s6dqwj3TKAgP0922LCZfDopviDfHgOyW+HphkhpKykeskfCz1Gc8OWXX3ZNy3/uuefkhBNOSPrYKNdJ93WCdG/sXJzYtX9zuefzeO9Oio/xTOoCZRU1UlKYlxKBsnTpUt/3SYl2Av9KxgDatNvn8aS1yB0wVvvNy05QhEoXovLzP3UDxyjZbH8p+/a52KJjvbeQgo4bJn3uFsFQs8I9EGUWeyzo2Ff9f8Y1Q+TJBxOrZ7tMeFxmXPOq9LjyV/sYLCwsLCwsGjgsYWthkQTwELzllltiCArSdR999NFaa4JsTI9PNUUedV3FHx9wYNf3I627Sn7bHpKtePPNN1Xa9p9//imDBw9WaqQ998zditjZmrZb34DsGzt2bNzreD/iy5lJXL1XZzn8samyYOX64lgtmjWVs3doLw0Vv/7qTRSkMjYBUoHdQHDKLV1/s+6lctJWbeWRbxbXvhbJW/c8Wpdmdmnzzh/L5ZaPFsjEheXSvlmBnLhVWzl9u3ZJja2JlN/Y3jjRu3dvpZy/6667lF/trFmzpLq6WqVQ40/uLFJmkb12GPfcc4/MmDFDEe140h9zzDGB/z5ZslYjv003abrb2VI1Z7xEK8skv30fyW/RcMepbEDVgim+79esWV+0srI6KvONecQL22/Q8AsCWlg0ZixeXSU/zy6TDs0LZHBnu+a3sGjssISthUVAsDGmCI7bxruuCNtU0+PNFPlkCL9IkxZSvPFeUv7LO/GkbUGRFG+cveTna6+9JgceeGCt5x9FY0aOHKlI3L322iuQ/5xGi6Wrav1j5i5dFfc+3nMW9QcKJfG8nf6OeDZnmuDu065YPjqrr4x6rVIWrSyXZs2aycDu7aR1qb+CMoh35cYbb6wUeARaUMGfdtppqjAX14kdAePO/PnzlQqVYoF33nmn1AX69++f0nt+WLx4PfHqLM61cuVKad26ddx7V+7VWUYObinv/7lCKWv3G9JKNmyfWduSL6asktOfn1k7HC5cVSU3fjBf/X7m9sHJL2cFeBOQ0zqDwq0Y4t///ndVfR6CmLGsZcuWyV+IRb3gvffeiynqhloaf1qe+RFHHJHx4+cVFElhj40zfhwLkZqVi6TaYXngRLRitRrP6cuF+XnSqklElpX5B3MqqhtXQVELi8aE2z6eL/d9sUjKq9b182HdS+WBI3qo4LCFhUXjhO39FhYBgTejF6mAUiYb0+PDSJEv7Lmp5HfcUPJ+eE4qVi9Xm4vCJs0lb9ghEmmWuDp1mIC4+fTTT9X/d9hhB9dUaY3rrrsujsCDXL/hhhsSErYWuYWdd95ZnnrqKaWgpgAZpClk7Y033lgnx29eki8b9uwgrcvz1e/5+dWhfC/WK5Bz+J1SYBDVJYWo8Di87bbbVLGojTbaSPm/EpCpK2y22Way2267yZgxY2Je576nWuQNAnLSpElxr2v/aC+wmeGnrvDwV4tcEw4e+WaRnLZdO8lH5hsA+M1SDd4NKIoXLFggHTp0iHtPW05oKxzuOYXfDjjggGQvpdED0pxAXiICPdXPu4EgixseeeSROiFsLeoOlbN/T/yhijKpXjRNCtr3rrXSee6nZb5/8vqvy+WErep27WVhYZF5vPfnCrn9k1irp7Ez18joV2fJY8f0so/AwqKRwhK2jQxsECkOg/8qJMff/vY3adEi97wW6wNsjHv06OFKzlKYqiGnx0dKmotsd7LUfcmtdcpY/DIh4rCgqKysVK+Xlpb6kq9eadt+6dxegOhdtWKFOnZR00qJVldKXn6albktQsWRRx4phx9+uCIvUWM2BOsIFLb4lgL8su+++2758MMPFZHXqVMnVYSKCvGMS1tuuWWdnht98pJLLpH7779fEYz5+fnqnn/22WdKyZ4sINi5NmfRMtTT2VRkZ8bSdeOPE4tXV8uq8hpp2WQdaZ8IEN5e5B2goBQ2ByZQY0KIk+2hsWrVKlUADnuETNt/NDTQrpIZJ5L9fDLB3ZkzZ6b1vRZZiJpggbvo6qUi/0/YXjOyi7zyy3JfFe2KteEEBC0sLLILL/zknpn1yaRVKpvHqmwtLBonUjPCsshJoOCgijdqnHfffVcuvPBC2W677ZRq0SLYZu3ggw92fW/cuHFKEWURLh544AHl7/f222/LH3/8UUvWAogd2rCX6tmLRE+WXK9eOlfmTZ9UW61++aL5svr9u6SGTZZFVgFvRyqqNwSyVhO2JvC7ZJw59NBDVVvs06ePIjpfeeUVRZrWdQDrggsuUEQtgEQkEIifKnNNssBK4ZlnnlEe06hqIaDvvfdeZWuSTRjc2V1Z2aN1obQoCb6kGjp0qPJY9oJTvQxGjx4dQ9Zq0BZoAxbZj0GDBiX1ukXuoqBTv0Cfi7TqVPv/ksKInLujv7XK9nVUVNHCwqJusbLc3Q6FrJ41FTZQY2HRWGEJ20YCvEvxTXOmiKM2xB/RIhjeeOMN19dR9d13332N4jZGqyokWp15cmjJkiVKUeiHiooKZQ3hBlRnbkBVHhT0l7Jvno73760sk7U/vBxImbts2bKEBYYschvVNVEZP3mGfPXVV8qy48sff5MJC9ZXYk8VqGedQSPaEkXW/vrrL0VoQk6fccYZKhhnBjTqAhRgdCsWduWVV6ZEIBNMueOOO+Sjjz5SgcVddtlFsg2nb9deSovil07n79QxKSUwwQXIdi8QkCJIZIL25QWChhbZD/qqs1/TFlCSWzQsUOStoPsmvp+JtO0p+a26xLx2wvC2Uugh1G9dmi+bdqs7CxgLC4u6w0593YMxG7Qrkp5t6iPH0cLCIhtgCdtGgt9++81Tifjxxx/X+fnkIsaPH+/qsaihvVUbKqpXLJCyr56U1W//R/2sHfuqRCti05fDBJ6cELKJ4PUZLyJ37Nixgc+hZslMkUp34q1m+Tx1T7xw++23S7du3VR6PtXdH3roIUkF2jeRn2R8FoN+3iJ9XPvuPPl1wlQVGEMBOWf+Yjn00akyd3nmCFSI2n333VcVGvvkk0+Ux20qdh/p4LvvvnN9fc6cOTJ79mxpiBjYqUReOqm37LNRC+neulC26d1UHj2qhxy0ibfPrhdGjRrl+R6knrP/Ook+E6iaCRzmChifzjvvPGXxgP/usGHDlC8542aQcT9XwXU++eSTKhjB/DBixAhljbHTTjvV96lZZADRNf5+tNIk3od/3OwyyRP34M/SNdWyoqxusyksLCzqBqO2aCObdI3NECspzJNr9o4N6lhYWDQuWA/bRgIqS6P+cSpsQceOHevlnHINiTaRfumtuY5oRZms/eqp9QRttEaqZv8uNWuWS+mI4zJyTCrfB4GbCo9nhUrPDe+8807gc4h6kLUaldN+kvyN94h7HbX1+eefH+NbeOqpp6oiackWlqkPn0WL4Fiyukqe+mFJ3OvLyqrlf98vlgt3XZ/uGhYee+wxRQwPHz5ceTlDAPHMe/bsKXUJL0Uv58KckyxQlD799NOqyBp+rHgS17U3bxAM6tRE7jmsRyj3D3WllwIf326Kk2nwWS9gi/DEE08om5hsB+Sy059X+/EyduLninrbC3yObBdUyHvvvbeyCsklYIeBOj4oCD5SZHDq1KmK8L344otlyJAhGT1Hi/RRs3aVVC+e7vuZ6JrlMb9/N321jPrfNKn2Scr5dsYa2a2/rT1hYdHQ0LQ4X144sbe88dty+W76GunYvEAO27S1dG9dVN+nZmFhUY+wCttGAjbybsWZ2ABCJOUKdtxxx6ReT+c9J6jG7rcxPOiggyTTSEU9GYbisnLWb65q2pqls6Rqof+GJB3/Tu65HyAzUCm5FURyC04ASNOgyG8LKeOd5hxdHU/UgVtvvdX1dT8SwiI3MW1JhWeBmIkL4+0CwkCrVq2UYnvbbbdV/eSDDz5QBFbQIEcYgGT0KqCEBy1EcjLAS53CcRBTpP6/+eabcuyxx8oLL7wgDRWMB15kLWSuSWpScJEsDz/kgsIWUv6uu+7y/cxbb73l2bYoTMeYj+UN/uYU3MNGo6Hi+eefV77O1B3ABoWAxqabbqpIWxT9FlmMaGIrpEhpy5jf7/9ikS9ZC76YvCrdM7OwsMhSFBdE5JChreWm/bvKBTt3tGSthYWFVdg2JqC+OeGEE9RGGDIL8pFK1FtssYVkM7788kulHqIiugYEBSout9chCpT3aArvbbPNNp7nQXGdf/3rX3L66aervzdxyCGHKHIh00hFPRmG4tIvra9y+o9S0D4zyj5USChVf/zxR9f3SQl3AuUhfs1eoA8ERcV4bC68qzVHmrsTZCihknndInfRs3WhRPJEalyayYbtUvccw+bAiVdffbX2/6SR1yfwZvay2dGFyJLBs88+G2c5w1jNHLXffvtJcXHD8W8bNvoJ9e+q9972/RxBts3+8bj8ePNxquhiImApkO3AtsM5fzrBc588ebIiY03wd6iuly9fr0rEK5k5gkyLwYMHS0PDFVdcERd8ZI678cYblQ0Kaxc/qwyL+kOkSQvJa9FRoivme36mqHdsBsFfAbzPV1dYT3wLCwsLC4vGAquwbURAffX666+rdEMKlEyfPt2zMFM2gU3bAw88oIp1oMLi3wcffNDzdQrypPpeImy99dZK4XPYYYfJwIEDFWFIuuL111+fEkmRK4g0a+P5Xs3KRRk7bqdOnVTleBRFblYehx56qGsasZc6iz4QtLhL5bSxUjn1B+8P5EWksLd7sMMrCJLtwRGL5PHl1NWuZG1+nsioLb37Ta4D2xGvIlsUD0sWP/zwgycxjLq0USrwIgW193jQoEG+Rc0IQO6zzz6S7QiiAuc6N9hgg7jXx4wZ4xokgNCE8G9oQI08YcIEz/c/++wzeeWVV+r0nCySQ/Eme3u/mV8k+a1js7baNU3sVLdFD1t0zMLCwsLCorEgqwlb1IwQHKQwd+jQQSmKSAkzQUrYmWeeqTYBzZo1k4MPPljmz/eOZlusS1fdZJNNckaVAZFKWmzLli2V0pJ0YNIE/V5P9T0/oOR56qmnZOedd1af//PPP1UaMmm8U6ZMkYaM/E79Pd/LK8ys8g0V0U8//RT3Oh6ZFPRyAu9LL2KjqKjI1wdSI1pTLeV/uHvgrkee5BW5K5f/+c9/xhH4KASvvPLKhMe2yC28/musB6EGLglV1al/r84ESObHywYkE2AM9TpekD7mRLt27Vxfpy97vZfLiGKFUOVflC6/fa/a//ft21cFCr3uEeMLBF+mwVh8zz33qOAvc2KygMzfbLPNfD8zcuTIOHWtn2dyovdyFfjiJ/KCbujFTnMdBa27SEGPTVzfK+y3bdxrHVv4E7YlBXmy7+DkCxxaWFhYWFhY5CaymrBlIQoZ+8033yhlBQvy3XffXVavXl37GVLhIM3YPPJ5qlPXhZeoRd2BauMUakJpxUZv6dKl6ne/11N9z6/ICcGAa665Js43DsXPBRdcIA0ZkZJmEmnf2/W9wq6DMnps/Gjd8NtvvymVuBMEeLyIpKDVx2tIYaxK8NlotUTL149FJhinSGnff//9pX///soy44svvlAKbYuGhSo3eW2A9/xA+z3ppJNUBflkfvD0rCvSluwEL2DdQEArGZDq7kb07rTTTkpp39BQs3S2SE0CwjMvlrx5/PHH5bLLLosjsHnm+L4ef/zxkimQhk9GDnPmWWedpcY2skxSsXm58847Zbvttqv9Hcse/NXJmsByiGC9G3bbbTcVmHdDQ1z3EfQ799xzfT/TEPtGQ0Px4N3j1k95Jc2loHN8IDyRwvbafbpIaVFWb90sLCwsLCwsQkTi3Jt6BEUWnJWxUdqOHTtWtt9+e+VjRrVhijCgegT//e9/1SYCknerrbaqpzO3CBOkuENEkPJJkTCqSOPb5vc6SOU91MduoMCPX8EX/AUJFnTp0qXBPvySofvI2m+elZqVC2tfK+g6WAp6+aul0oUZoHEj0p0oKChQz9GNgGdsCIK8gsTF2fKKSiWv1FvpAiFhkhIWDRN7DmwhH0+Mb4e92hRKnxQ9bAkK/fLLL0n/3c8//6z+Nl3P6iCgiCXkoRsgEP/3v//JDTfcEPj7KJ7GvO707kUx3xBR41LEMe4zDu9LVLTMMeXl7sXsCF4z7nnNY+kA2yDsaUzgOUzRUgLqyQDVKGs3iqQxbxL0JFti2LBhvrYPLVq0kIcfflhGjRoVo6jFs3z48OHSEHHppZeq/kR2hjMYQ3vIJElvERIiBXF1AKJrV8rar5+W0p1Pl7z8gpj55Kkflroqa184sY9s3DXzY7uFhUX9oromKu+NX6EKDLYoyVdFyDZs33B8/C0sLBoQYeuELjShN3AQtyzazeJRpNuRSkcatSVsGwaohO6E+cyDvJ7OewALhCAKpIZeQKPJjqdI9cKpEi1bLpHWXSW/RYeMH5dCOvgGO4GlB9XC3TB69Gg577zz4l4PqoTGEiERCvuPkLxIw/UttgiGPQa2kPu+WCTTlsQqsuetqJKfZ6+RTbqm5zeIR3YiAhY7BFTddQl8pfFMpYhlsgpct0JUBM7cCq29+OKLcswxxwQOtuQKgnh/R5rGWr7ceuutvmMYhN6iRYsyQth6ecQyNnPMVGwr3n77bbn99ttrCWh8a2kHPXu6F7EkS4FAAIF7MikoEnrOOecoi6dcAtkhc+fOlY022ihhkBcCm+fqppznvlGUlQwhi+xF9fyJEl0dT8JGy1ZI1dzxUthtfbG87TdsLkdv3jqOtC0uzJNCjNEtLCwaNKqqo3LyM9NjhAAPfbVIbj+4u+w7uGW9npuFhUX9IGfyampqahQBA3mnKwGjzsCTEg9SE6TV8Z4XWOTi9Wb+WOQG3Db0fq+n856JRFWt2XQFKVqW62DzWNChjxT23LROyFpw4IEHKmWVEwRrUN27gTTSW265RTp3XlfQo0+fPiqdGB/sQKhO4IeYXyj5bd1JBYvGg0kLy2W3eybFkbVgbVVUbvloQdrHgKwN8lNXmHHNkNqffw2ZLJGIO4mw+bI31GcSASsjCCe3oIzG559/Lg0N1cvmJPxM4QZbxgQEb7rpJt/Ps/bJFLHtFZCESEwlWEmRuRtvvDFGLTx58mRlc+WGjz76SNljYP2AipiMF8b0XKpZgP3S0UcfreyVsJXYZZddlM2Sn40JwgQ80b1gfdGzHzVl7j7nmrQ1UVFVI+Pnx9pugeVlNXL+y7Mycn4WFhbZgzd/Xx6XtVVVI3LlW3OknP9YWFg0OuQMYYuXLaqEMCoB449GwSn90xiINov0QIVuP6ASauiIVlVI1bwJUrVgciAFKpvTm2++WZExl1xySUpeh9p31iuogpWFF/7+97/LrFmzlDKf1N1jjz028DEjrSB6fdQs1ZVS/vNbgb/PomHin+/MlYWrvH1Iv5+ROO09l0Gq3pB+feJe32ejFrLjhu5eo04wRiQqXuUWsMl5VCfwry1sIgUdNqj9Fc/1ROTkHnvsoYLYmQAkoxuwfYEoThavvPKK6+u///57XHFZALHpbCcQxX5kZrbh2muvVUS1KUSgkCkqci+gqPYjxCdOnOhqDWSRPchv5a14j7SKVVjf8/lCGTvTXSDw5/y1KkhoYWHRcPHxRPfspCVrqmXcLH/xkIWFRcNEThC2KBFIu/z4449jUqAptgCZw0bGBJsav0IMkEeQOPpn5syZGT3/hgQ8X5N5PZ33sgkUSfGzU8i1lMxkUTn7d1n9/h2y9rsXlI/t6ndukYrJ33l+nj5FVXOsCZ577jn597//LUOGDJGvvvoq6WPjScuPG/Dw8wNFjCB7/HwR3aA+b/jKeRUNqllrN8qZxoQJExSJA7mRTVhbWSOfT/F//h2b55TrUNJA7TF11ty411EMBulz2CbwfP3QtGlT5Zfb0FDQwb2Io4bpawnIJKIIlR/wkk1EfqeKM844QxHCJlhn3X///Sl935o1a5J676effnL97I8//ih1AeY0/Hp79eql7EDuueeepAr8cU3YmyRDXrO+RYHuB55BaWl6tisWmUV+m66S36lf/Ovte0tB+14xr704LnY/40RNHRWVtLCwqB80K/Ke55sV5wRtY2FhETKyuuezGIasZTFLOlzv3rEbHApU4GNpplKizJgxY4ZvNXZIHkgc88fCG3ikOZWM/O71OqRcqu9lK/Dnw1vPCTZKXhWtGwpq1iyT8h9fF6ky0r6rK6Xi9zFS9sMrrptWigBSSMZZPCyoh6wJqod7eQzjoZkxRBMThFWzfsvc8Rs5IPL23Xdf9UMFeNrAt99+K9kC+MhCDzsAjWO3aJgFszTe+m25rFgVT6699cdKmbAgPq3XCawc/BShvH/vvfeqTJhsxK9zyuSmD+bJTR/Mlz/nJb5eE4W9NlcqWi8UdBkQ8zsqykTWA/ii+tlBpQPWTXjO3nbbbXL44YcrP10yF/BhTdWb3Guu1bZXJvC3dYPX62GCuQw7LoqPTp8+XcaNG6fWpv/4xz8Cfwfkq1koLQh5TaCyWTN/pTr2PwQmLbIbJZsfJEUb7SqR1l1UBk/RwJ2kZMvD4j5XVum97tigXbH065C4IKqFhUVu4be5ZfLyz0vVmuLgoe7FjAd1KpGNOtuigxYWjRGRbLdBePLJJ+Xpp59WBSbYiPCj/UTZxJ100kkq9Rn1LV5fJ5xwgiJrbcGx8EARtwceeEApbFBE8S8Vo71ex2Ii1feyGRALpnIbtRNBhIZO+FfN/t2TvKye84cqqGECUo2NvBu++eabpIoRAdT1+BU6AZFHMaJMIb9dYo/aaIBK7xbJA2IDNZupvsS38rTTTpMlS5ZkxS0tLojIXoPc+z407mGbtpITtmorDRnv/Ont//7d9NUJ/x5Cyk8dCMmVKiGYadz+8QLZ54HJcs/ni1Qa8573TZL7v1gY+O9R0JbudKrkNXfxAi8skYKem8W8BHGXyHoA4i6V4l9BQCAcZSkes2RNXHjhhXL99den/H0jR46U7bffPuY1AvBXX321+tcJL3KULI5MA6LWLRPr7rvvlgULgvlUo5AeOnRoUplGPM9EwQruo0X2gwKlRRsMl9IRJ0jp9idKUd9t4lT0YKe+zV3/noJjtxwYfjFBCwuL+kNZRY0c/+Q0GXn/ZDn/5dlqTXHbxwvk8t07SZPC9YKAvu2L5d7DsnuPbGFh0UgJWxSNWBawmKV4kP5hs6CB2gOVHf5qLP4h1F5++eV6Pe+GBojUF154QW0cSD9k4/H888/7vp7qe8kAZSfkfTI/yaQwOm02CCCY6iXUTvjHpVJwJZdQs9q7YAaomPlrXCVvL5AmvXBhcFLj3XffVarcadOmxW3e8b70skoIAyhgJN/fDzK/XWw6YyaUXe+88458/fXXWWcJkEl89tlnSi3opkR74403JFtw9V6dZZOu8YonRpmXxi2Tn1L0G0NVTqEtfvh/2J8PC8vLqlN6z8SGG27o+R5jK0Wmsg34SN72STxRd+MH82XWsvgCdF6IlDST0h1Plrzm7WPfqFwra79/McYrnADhIYcc4vt9zG9+VgPp4Pjjj5dffvml9nesF8gu8UrnTwRIWewUID2PPPJIOf3009Wz3m233Vw/z2cgizWBiT0Wgd7jjjtOMg0UtV4BhT/++CPw91x++eVKfGAC66ATTzzR9fMErAhUeYE2kYp/sEX24oKdO0i3VrEBixYlEXntlD6yaTdrfWFh0ZBwx6cL4gqMfTZ5lcxbWSnfXjBAHj26p7x0Uh8Zc+aG0rutvwWchYVFw0VWE7ZsPtx+2DhosDnFSwzVFSnXkLV+/rUWyYMNA4Wj8ArebLPNVDEpfvd7PdX3kmkbqKtHjBiR1M/JJ5+cEmn7+uuvy9q1a103bJBpDbrQ2Nzx/p9ZEVsIp2tXbxUI954iNRQDC6psckMi0o62hO8waauQAsmQxBr5LTtJk21HeX+guKnyoMsUICNIGz7vvPPUmAeRgW1IYyBuGRO8kC0KW9CmaYEcOczd9qA6KnLnp8HUd26BDewA+AniBZvs58PCpt280/M26x6MXEikks/GAOyHE9yzBGqiIh95vOeF6oVTJLoyfnyKrlos1fPWKcxnXDNE/cz/8inf72J8ffmsTdVnwwTqUrKY3PC///0v5e+FcGRcQ1XLONezp3tWA2MeawQC9ATxAcrWtm3rRsHuFVRAAdunT3zRPS906NAhLiOHdatX1smiRYt8v++www5T39mQ8eeff6q2gSjjP//5T1zNioaGLi2L5L0zNpRrR3aWYzZvo4KCX5zX36ZCW4QG9sx4cbN/Hj58uHz3nXc9CoDAZsCAAerz1KLAGsfMhrrooovU6/jNd+nSRRX4nTNnTsx3cDzWJuYPtS0aO175ZZnn6y2b5Msu/ZrL5j1K63RdZ2FhkX3IasLWwhuknVM87ZxzzlEbWi9vtDCAuhGiE8Uz6hD+5Xe/11N9LyggT021T1D8/PPPrsRrIviRRH7kUq6jas6fIpUJVIJVsW3vgAMO8P04ykn8D4PAq034tZWHH35Ybfzx9mNhinKLRSSK3GSR36qT5HeO9ZLUKN54r4wtolhA33LLLTH9GpIbyxe8XFHdNmSwifDyZdxmm20km/D5ZO/CY7/MadgVfb281nq2LpThPZsG+g4Kig0aNMjzfQrOQWplE4oLvPt9SWFyy6qaVUsCvzd1ceIK8a2a+BcmSwV+qt26eDavvvqqysJxBktR3d5www0Zn4P/9re/uVof4eWLxVNQ3H777XGBaYgNrsNNqYsFRZs2bTzHSIJ6DRkUaeMe3HHHHWqdiw3HlltumVIAtr5Rs3Zl4CKlzYrz5dgt28r1+3ZRtjoQNxYWYYAMVWwEr7rqKpXhSMFkikl6WbsgEmB8QiBD4UfW9/z89ttvtXMD33PFFVeof+mn1JLZb7/94r7rmmuuUet//XP22Wc3+odaXhVN6nULC4vGiYZdwrqB4pFHHpGbbrqp9vf33ntPpRKyeE9URZpIKWTZ1KlTZYsttlCTLAtgP1BswwmvIlBer6fzXpBFPcoyP2CHsPvuu6d8DEiiRx991PW9RPcvTLA5fvHFF+X7779XGzk2jJn0eIyWrUj8mUhsmyMK369fP9/q70ELzBHV/+GHH+Je91IVaZ9Tp00F6bt4HfIckyX8SjbZW9ZWV0j1ginrXsgvkqL+20lh5/6SKbz22mue73GNLLjJJGAz2xCBot1NCb/nnnsqoiKb0LrUexrt1srfUiOX8fLPy+Sad+NtKwZ2LJF7DusukQQF2UwcddRRKl3cDfRdPLHZWGYLRm7UUm54f17cpqq0KCJ7DEjO0zy/hbdCMtKyQ1KbOIoSbdEj/LRpxnOvMR0v8boYD9wAaXvZZZfJf//7XzWntG/vsJYICdg1UfgWwpB/IW8hMCCLk4GXShnLpaOPPlqRKdxnDdY1qEo5lhNYQiRa9+Q6sMAoL48NUmBDxRo2V4q9Vq9YKOU/vyU1S9cR9ZG2PaRkk5ESadawC1JaZCfoO6eccooK/gMy0Ng/sr+5+OKL4z5PsIR1l/YKv/baa2XMmDHKyoa/xaKG303wHvsifM/NgBYCHZsBG4td+zeXF36KV9nu1t/dy9rCwqJxwipscwwoSZhAncA39IMPPkhI9JJCR+EnNggUcyLlmqhoUHzyySdJvZ7Oe0GhU4ET/aQD0vjdSGU8lYN4yKGOvO6661REGcIVEiJZUCWcTR2bRBZIbO4OPfTQjHo8Rtp0S/iZvJr4a0m0kWWzGQSoY91UrKToullR4Kfo5yn8+OOPS9LIL5TiIXtKkx1OVhYJTXc/R4o23FoyiUQqcFKEKcbYEMFzxc7CSdiikg6qzK5LHLFZa1VkzA3n79Qw05V/n1smF7wyS5auie1rTZuUyMNH9VDEYTJAZUtRRy9kqpBWqmjfrEDuOLibNCuOxPhM3nNo96TVcBQ3jLTqEvc6r+V3iE3FL0hAgl+/T+eMqP75TgqFkvJqgvoCZMdkGn6F6QCEfqbHhmHDhsmHH36oSGLS8jlesn7Rfp9HqcYazQn8bQcOHBj3+ksvvSSPPfaYNFSgPPbyB0601s0mS6m1Xz9VS9aCmsUzpOybp2P8qS0s6gKMXRTnNvcyZDLxu5e1G6879z4ocv2s4LCtYc6gPokJLBCwsUFoQCDKbx9EoGbFihUxPw0Ro3fpKL3axK59urculIt2tdaOFhYW62EJ2xwD5KpTcRBEtQjBQ2TUjRgy1boW7mDxAVHOIqN169ZqAwmJAImUCChy+vfvr9TMRJ4hWVH7JmvNQEoofm4mICdZBKVCAAcBRbXy2/t79EXLV0tNeWxaLH5zXoVUNBEbBCzsvFLjU7E4SCY4ASomfSOr379T1nx4r5R98YRUzZ8sUpB51eROO+2U8DMEXRoiSH/22sBDzGQbfp1TJq1LY0k6qvvesE9nz4rfuY7nflyq/FqdWF22Vra9bYKc/twMVf04KJo1a6bGRy/4qfXrC3sNainfXdBf7j+8uzx4RA/57oIBsnO/5J931cKpUrN8fTFLhYIiKd50vzjydcZS/4JmX01Nzp4Aj9S77rpLjcfMI9OnT/f8LOQsqa4E43TgkcBhXRS5GzXKx0u8jkg8goSsoVB9php03X///X3f5/46wTNxzvsaTpuIhgTUeF5BnLryLk4XVXPGq/WRE9E1y6V63sR6OSeLxgvGe/YMTpEJv5sFlU3wejKfZ1+Dpy02CqaNDPZ9zz77rMoywGKGeYSMBS+goEe9q3+SLUqdK+jYvFB5Vt98QFc5ZZu2ctP+XWXMGX2lc8vYwoMWFhaNG5awzTE4I5ZOX1u/iKfXZgxfV4vEKCgoUL5MFBnBjiDIRhWVIIsTpwcgixYviwUveBHyeE9lisiCMCjZ8lAp2mg3kQIP1VwkX/Ly4zdWfkXkghZKod16KWbdrvnAAw/0tQVJVMTFROWMX6Tijw/Xe/hWV0jlpK/UT6aB4jCRTUhDtUPwCkglei9MUNQOFQlFESmg4VUl/tmxS+SSN+bIEofS9JYDu8nRW+QGqZAKlpX5q8Pe/mOFXPe++4bOj6BJ10KlrtG0OF8Rt3sMbCFNilJbTlX8/oFI1EFuU+xx+k8xL42fXxbXzpyYmYDQjfnszJnKi5AgIkFFbAX4HZ9CL1BQEu98FPAE5ZgT6wJbb711wgBdJkk8iGmsCq688krli06mElki48f7F+R04owzzoixPHDCza/WTzHdkAvRMB5g+eSGU089VXIB0bUrfT1tLSwaEqi5wNjIvofaJCaw8SLot/HGGyvbMmo0ECz0WtMxz7D+1z/MVw0V+N4fumlruXyPznL4Zq1TXktYWFg0XNhRIccAgYDC0w340v7zn/90fY9IpxdJ5reBsBAZNvqJmJ9ZC5eqBQTk3/hJU2TTM+6Med8EGzovMhVSKBl4PXe31KMwkZdfIEUbbCklQ0e6vl/QbbDkFRQGTmPmfL0KqTjhZzfhpnCCUICA8IJf2rUTldPivXNBxfjPpNJBpoQNSGeuA19qyAo3K44gqrNchJe6mLaQSb9mDQiZf/zjH6qwHZ7RBMLwWNVFNkw8+JV7AODBL4MHBnIR223QLOFnXhq3VCqrgxfO8BvDvMa+bMDsZRXy8FeL5KGvFiVUwLpmJ6xwL/ZSvWhqzO/v/Zk4JXRVeXBV87333htXvInAYiqZC3WBI444wvf9TJF4ZCdBMDgzYshw2GqrrZIKAlIQ008t7lb4Bw9IL598yJGGDMZigrCamMaSA/XeQQcdJLkAP0up/AB2UxYWYYI1OWtLZ3YWv3t5y/J6kM9rshZhEAEutyKNJqhFwBreq4BwcXGx+g7zx8LCwqKxwhK2OQYWrn6bV3wtMXp3gkINbin4pJtDTlgEQ83KRbJg1jRZuXKlup+rly+VNZ8+LNXOlNYA3ntOP8BEYDHkpqjBh7gujPwLugyUooE7qqJb65An+Z0HSPFg92JuFDZww957762I1SCgWFxhoXtqkJe6iwItvXv3dn1v5513lqCIlnkoYKI1Uv7z21Ix8UvJJHjWPFt8ClFjo7il8BLXRypstvl6hoWRI0fKLrvsErd4Jx05UVHFMMgZpzIEoPJ282WetsSdoJueJHGXazhgSEsZ3tPfV7SsMirlVcEJRFIe3fo0zx7lpxdWlVfLV1NXyV/zk7OYCQPP/LBERtwxQa59b55c99482eGOCfLfbxYH/wLsVSLu41heUWlc6mQiLFxZGfjQXhk5FHnE6zCbwJqGzBYv0G4yReJhRzBlyv8XnHSAwK2b76zXXJYoq4Z1GtXTneDvnD78pBwfd9xx0pCBypaq83gHo8wjgHbjjTeqgrleWQ/ZhIJ2PSW/44bxr3cdJPmtOtfLOVk0XiBY0F7c5pqH392EAYDXzc8DCFnz85qsZfzCmiZItgP9l/1n0Gw7CwsLi8YMS9jmIPD7S3YjhkLEzbQd1cqIESNCPb+GjIq/PpNojTN9tVwq/nSv/tyzZ09FurmBVOtkwCYFBTV+TmYxtLqsllzUd1tVdKvJdsdJ6W5nSZMtDpY8D09XrhuC1FS1Um02mUIpVKFlMegGCHMK4TgVYqieUJt7FW4Lq+Aa/rbR6sx4Bzux7bbbKrURRC2+Xw15kQv5wrWiLqaSMZ6R77//vmc/ChO//vqrZ3tzS38e1MndFsXr9YaCooKI/O/YXnLWiPaen2lTmi/NioMR7JAwBCScqnkCUaRNenmFP/btYhl+y19y5GPTZPd7J8lBD0+R+SuCk5bpYP7KSrn8rTlSbUwH+Ppe8+7cwNYEefmFUtB9sOt7BT1jLU/2Gdwy8TmtCj4eeQV+UTJ5BcnqCwT//EjkTNrDJAqsBrWUwoM7yPzjDKyTXsy4BGFL8IJ/IUR4Rl9+mdmgYTaA8Rhi+pdffokJKlAHIJn5vL5QssUhUjRkd4m07aEKDBZvvJcUb+bvZZwpkJKOlyhrCLKcGF+vvvrq2nbG/1F0084Yc/msRcMC1gQPPfSQKsBLMAr/cgIhrLX0vgQ7Ao1zzz1X3n33XWVhwBqINkL/O+uss2r75yGHHKJee+qpp1RwG39bfvSYTYGy22+/XY2VBL/4HOu6Y445JquzZywsLCyyBXVjQGYRKiBZzcWrE84JkJS9Tz/91PWzEEAobFPd8LDIS7Z4Ft6v6Xqv8R2ff/557f/D/rwXqha5p+9UL3R/HTzxxBOy77771j4zNlqk9eGHmyzwdKNwCQsnNm31YcSfV1gcOJ2PNHYi8Wys2AC8/vrrSR3rvffe830f5RHFzTTBcN111/kWFkMZEBRF/UdI2cKpipB3ReVaiZatkLxmwewdLJJXF9cFSWvCz5PTqXAD5+/YQU5+ZkZMAa6CiMg5OzRcQt0c+5/43ltNOjAgaf3OO++4Kg95Fnireqmqv5m2Wq56O1aNOHbmGjnnpVny3AnuCvswMWb8SnETENMWsC84eZtgCvhi/MErK6RqDoWloiqDoajfNlLYdVDM52YvS0xEL1hVJTU1UYlE8gLNJW42HxTFrEtvVDb8zM2oVQm2YffixHfffef7HX4K7HTRq1cvRWB5eS16ZXO4zYWsPRKtl1ComdkprBPefPPNOLUu6wp+sLYIWsQzF3HxxRe7+ldi5/Hcc8+pjJNsRl4kX4p6b6F+sgEQdZB2CDsg0o4//ngVEKb/3XbbbaowFNZDEG62vkXDA+M+fQc/bp7x0KFDFSGr7cfIZjAL/W6zzTYqc/Pyyy+XSy+9VPr27asKww4ePLi2VoVe1/NdzlodBAkYP2lXkL2Mo4yZELa0QwsLCwuLxLCEbQ5in332UROnG5honSQHmy9+2GA7gaKJifOTTz5J+jz4PhbLfuSxG0jrxsstnU0hf+tGoIT1eU94WDLmFXurcFAssPBFDcMCiQWQ26Y0KNj0ORdG2QwIF1TBiZThbkjURpYtW6aUSyiZ9WbED8mcQ36LDlK6/YlS9u3zEl3tQkwVFEleSfJV4S2yF2xaIArd/JEpsuTELv1byP9G9ZL7v1wokxdVSP8OxXLmiPayRc/k7E5yEde+N19WrPW2PDhis9aBVfRu4Bl88cUXnqT98z8u9SRyZyypkB5tgvtVpwI/TjQAX1oLMhRKNj9Qasp2UUWKIs3bSZ5Lgce/FiQOjBZEmOuDHZcUVjbbjJkQgLqo5nnnnSd1AVJxyZDAq1v3N8Z7lFtavaWRKMgKYeC1JgoDqL/feust1/XWmWeeGeg7mHv69++fkAQjuA5hO+OaIfLF5FXy5pvewWBwwblnyk6z75YB1/0uuQLWjqj6UC97zfG0ScZcAjpeYO63SA5YS1x11VXq/5Bv9D9S3snaQXFLWycA7uedbJHbcBtjNdz2ggTx+PEKaLntLZ21V7755psUz9bCwsLCwloi5CB0upIbBgwYEJfOiBLTr+I8G4RUUstQiiRL1gI2LMmqcrMBlSigKstc34s0TayyRMXABiQdsraxgUrcifqC6ZeVqB0n6/kXadZGSrY4yNVnsrD3Fq7F1hoi6iuVkgAH6ru6qhCM4sONrKUwo9c1UYDryWN7y9d/7y+PHdOrUZC14JOJ3lXOsYQYuVHiFH7gLHxlgjRKr83girXVnn+33Oe9sLD7gBZSlB9PNqGw3mtQsGs3EWnSQvJbd3Ula8EG7dxfN7H3oBZJBUIJ1n722Wcq04Z1APY6QQozkvaKVQWKWLJzsOpJZg0BWQcBwPM1+xvPmu9F+WdCp+t6IZECN12QueFGGvO611rMDYsXJ/Y3Nn3v3w9QaA6v6J9nr5FcAcH6zTffXHlpQuTceeedrp/Ds9yPrNWWUBbJE7YmWI9S7I7+CEmOVzQBg1deecV1LkwV1o7BwsLCwsIiNViFbY4C75+bbrop7nUWXiyynKm9KFkgc9184NjgpVvMB4/JRApWFoP4juUqKiZ84fle9eLpUjltrBT2Glan59SQQTv+66+/fD9DBWlTNYtiZOzYsZ6fJb0yWaC0bbL1UbL2z48kumSWSHGpFPYZLkUbuhdpqG9gI8Fml2AKRCP2G17qiGxNpYQQggR68cUX1f8Zo/A/xusUUjgTmDRpkmchJq7Tzy6hMaK4wJsYPGO7dpIfQGY6bPQTsrrKO+jxxx9/yODdDpOSTfdVv7/SPJYoH/NXPGncoXmBDOiYeQ/hds0K5D8HdJULX5st5VXrSOXC/Dy5Yd8u0rll+IGcjTo3kfbN8mXhKncyekCHYrl8j+SDgXjWtm/fXhXPmjBhglJMsb7wS/Un8IUPoVlAhrRagitB+gkeim52DBqQRWZRG8YziGUvz1aCRZkEGS0cm8KDeDVCajEWku2UDIIEqk17hyZFwcj3VeXBi/vVN1n7n//8J8ZzHr9y5npnerTZvrza7U477ZSxc22ocAo6mFtRu2OvxXoLSw6so8444wz1rAjkhOVpbe0YLCwsLCwskodV2OYgJk+erAryuMHLr5bNl5e5O6oW7e+aKiBrg/zkMqJl3ooyUDnVnShszGAjgIKOQgP8QNoHxfz581V79gJKMGf6rl8BNoIZqQYmasqWS3Tl/59L+RqpmvmLRFd5n1t9gY3W3nvvrciFlStXKvKa1OdnnnkmtFRKSHEKU6CSIpUSzzOdSqnTKE0PxlRAYTr8CSFr9RiF2gpiOFPwU3r6vddY0bapOzFXnJ8n+w5pFfh7igZs7/s+fa168QxXy4XNujeJU7devVdnRZzWBQ7YuJVSVv97vy7yr327qP8ftmlmiqjQB5oUui/Z+rUvlndO31CRyMkAwowCMxSHxEcYC4onn3xSDjroIEXCuuH33393JdNIeQ3qUZ7IS9w57jNu+/m0EozLNFCDUniHwBFzE2PRSy+9lNR3EEDzAsQZ4ybjt6niDoJNuubG2srL/sTNwxoVth/w4LQIF6zRqbeA6pnUeAKzFLwLC3W5hrCwsLCwsGgosIRtDmL06NHKuzMZcoHiLWwy/EhgC39ESv03TzXl2V+xuC4BYYhagwX/tGnTlHoRD78gbQ3l3b43v0PFDs/PoBbf4dSr1Wf5Abvttptcf/31rp+HxHTzIUyEqoXTpPzH11SRMY3oqsVS9t2LCb27wgD37rTTTlObmCFDhsiRRx4ZlzKs8e9//1uR5E543ZNsTaX0IkJefvll379DkYtH9BZbbKGyCpIBRTS8gkp8X12B1HICaEFUyvQBrhOSB5ItWQIpVSxaVSU/zXIPvmzTJzlLiMKOfSXStpfvZ6rmT4p7raQwIs8c11tu2r+rHLBxSzlpq7by9mkbBrZiCJO4PnJYGzlq8zbSPknCNBnMXVEpM5a6Fx4rLYoEKjTmxNlnn636lHMcg8i99dZbXf/m+++/T9uaINH44JaJ4xd0Yl5JFqyHJk6cWBsUSgT8frGAoL+h/GZNRXV0bB2CgmwHL0BKO8fYYT2aio+QXWGnvs2kQ/Pst+Yh4MaawKvw3Ntvvx0zrvkFd08++eQ681puLCBIisoe5TvBdQI3zIe6PkAu2zFYWGQzVPHuytzIkrCwsKgfWMI2xzB16lSlcPGDG7mQqIowkW4LfxT181eC5RWt956zELnmmmviPPvwIj333HMDF+PJK/VX6tWsWR73mt8G/IUXXkjq0aDsW/uNO1EQXb1EapZk1luVKruQcfyL9QAb2R9//FFtWEnNdcIrzZgxI11yOVEqJdXK2eCRSrn99turTXiqWLHC3buRe+CVVgxhycYPMpt7A8mdDNHavHlz10IcgwYNkv3331/qAqiKR4wYoZ4vymhSriHs3cC9J32a64QMYZMLgXTBBRdk/DynLimXymr39vTxxFVywSuzpKYmeHsr3niPhGOBGyBtD9+stdxxcHe5cq/O0r8OrBDqCy1K8l09c0GyylqAZQqKWi8QYHMbM+gnXsBOIV2lKaDtO+FXGBU7hqBgTjr11FNVMTv6F6q+RIpfgLcudi9OYNcQ1JMfFaEXIKgIxi9dGltM7+87d/D9zqDF/eoTENyJxiUIQ9Nii6CBG8gWw1IjXRsvi1i0atVK3VfsfyBWCba/8cYbMTUC0kVdriEsLLId1TVRue3j+bLZTeOl/3V/yMj7J8mnk/wzOS0sLBonLGGbY0i0gNljjz1kgw02iHmNjTzedH6biLpUkOUqCjr3k0jngZ7vR6vi/YEbKyADvNLXIZeCbnALe/t7AkdadopTTZG26gU/dZgbyn99TyTqHfmOGqrbsMFGBtLbjYBmc8/myo1cdMPAgQOTKkZU36mUqGS9gI+kE6RvM845AXGLt25QQJRiN4OSjtRMCFGIhLqwc4FsJ13UJCpQAHoVO4OkcivKg+LPi+QNC73aFPvaDrw4bpk891Ms8eSLBP2ooNtgySaghrnz0wWy572TZK/7Jsndny3IuEKmWXG+7L+xu3r46M0TF71MVg3btGnTuDEDD3A3MtVUqQcBhKlfoclIJBKnbvVLkacfBC16RqE1bKM0GT1nzhylNE5Uxdxr7liyZEngDKVEal7mRYgyE2du30HuOqSbRDzG78e+WyLZDtPexgtmYUkCc+kUbrNwB3OzUxH+6quvqjmOuY4+wL2nLzGH77LLLg3GjsHCIttw4wfz5fZPFsqSNevGxt/mrpWTnp4hv8wObh1nYWHROGAJ2xwD3k9+KhYKDt13330xrz399NO+3xlGunRjQUHHWDLcRJ7UjW9ismDRC/EH0UVhpboAqj+vDRrKGOeG3AuFPTaVSMuOnmRtQefYVFhITL/NHhv/oKhZu1JqVizw/kB+oeS3zVyxG54VZIIXIPOcgFBxu7eoNnMplbK8vNzzPVKRnfCqNA6SsUagzRJoYOOKrx6b2b322kv93w9/zCuT2z9eIPd8tlBmLEktcAPh7KZoRHnkppx28yrXRH+6nuSJQOr/4Qm8Wl//1bsfOlG1wJvwKui+sUQSKO3rEjyjE56aLrd8tED+nL9W/pi3Vv7z4QI59Vn/NhIGrtm7i+w3pKXk/38Xb1ESkTNGtJMdN1xfeDEo/GyVAIXInP2con9ulisaFAZLV2nqDDrNuGaIvH+hdwAHkHnwx9Wbq8/6AWLVrbAgzxTS1m/c8Vp34aXepUsXCQLUihDhfnBLBd93cEup8ciQmLggc0HDsODnRe9G9uOp7BVgJPsiyPdZ5A7qwo7BwiKbsKaiRp78Pj7YRubSo9/Y8c3CwiIWlrDNMbCIhWD1q8RMBN1UfLCZ8cPf/va3GHVDUJSUlChigB/+H/bnsxH5HTb0fM9JHmYDUOzpQg+XXXaZ8vpL1tszWZA26uWxqlPX2eQGQV5BoTTZdpQUDtxJ8gsKVfuHkGzWqo002eZoyYusT4tks/79czf7fl/X0gr1uUQbe3Xs/EJfD93iQbtIXmHm2nGijT3BGzeFvVsABtWoV6HCbEyl9LN9cSOk/dK0E91Hp/ruzz//jFN0kaLphZs/nC973TdZbvtkgdz04XzZ4c4J8uzY5FVvfgpBN+/Hjh3dAxmJCLGwcPkenVSxKy9UBbREqClbIZUTv3R/s6hUijbaVbIJX05dLV9NjVd7fjpplXw7zb9QUrrAq/auQ7rL66f0kSGdS2TF2hq59/NFMuKOCfLxxORSKQcMGOD7vlNVTtAvEVq2DOYfbBbWcsJt7ghi+dChWeIUeT91JkSgm2JdA7sUt3XX0Ucf7VnQ1Q1+cx/fD1npBPNerzbuf9e3Q/avpRJlcHFPzjzzzBhvU/xMveBn5WGRe6gLOwYLi2wCdQBWV7gHP6cvtdmaFhYWsbCEbQ6CVN1EhvxmWl0iGwW+65hjjkn6PNhEsKnjJ0i6dbKfz0ZUTRvr/kZeRIoG7lgnHsaoKCmuNWrUKKWo9sJ1110Xt8lGHUWKtV8BunTx/PPP+5Jnd9xxR1Lfl1dQLEUbbCWt2ndUqi/UTC3atHclS/t28CaQwLa9g5N3fL8XCV84YMeEdg3pomvXrjJ8+HBPlTLp+8mo3P71r3/lTCql35g1cuTIuNcIRniNKUGriaOyc1PvajUzxVGc+H1umdz1WWyRR3jKK9+eK0vXJFc0xUsF3aJFC9l0003jXmfMdiOqIfLrIpX1kW8WyYSF3orEPQJWuK9eOJWb7/5mxRop//4liVZnTwGa3+Z4pyv+4vNemLjo9Tny69z1yspZyyrlb8/OSErdnWgOdqr7p0+fntCf0s8uQQMPbi+Paq/ABdfnh5IC90COE34kIICw9fL6dkiP3QAA2DNJREFURvnrFiQJaoegi2OuKGrn+Zm83sNl75vfqy2iqXH5G7Nlmsuzpc7cGdt5f1+2YL/99vMMnHFPn3jiCRk6dGjM635r0qeeeir0c2wMoG1T3CuZn7AKq2azHYOFRV2jU4sCadvUPci4UafMW3BZWFjkFixhm4MIslg1zf2DbChYLNVFxftcBvenaraH8i9ak1E/U4AKmqJCpE6Too0HIeSrW3tAxXzFFVe4fg+Ka7Mic9j4z3/+4/keFYD9lIFuqJj0jax+60ZZPHeWIs1mzZolFWvdiRGqtfsVS2+fZDXt4o33lPx2RlpeJF8K+24jxf22lboA99LpCwlh/fDDD3uqlijw4gZ8Tf0qb2cT/FSxbhv5Dh06yE033RRHQpHmvOWWWwY6Jv6RfkSxm8XHmPHuqsbyqmjSisc999xTFUJyEvOQ0W4ZCVzzW2+9pVTzpvcvpFNQy5F08MJP3in12/VpKqO2DOarmlfoH2SpXjzde9ytB3Rv7a2Q7OHzXlgYN2uN8rpza3PPJ+EbfM899/i+D3li2h8kWh9QDMppo+AEROQxF/oHjqIFxbXkpiYuH/zSP0W0UHtEJECitRCkEv3Nq2Clm6UOAbKvvvpKgoL5AwMlN1RO/kZq1sYS1rd/Ml/+90P8c+UbHjmqh2y/oXd2QbYAWy4vD2KCxz///HPc6yeccILn97F+cRZns/AH/fekk05SgcFkfggM272BhUW4KCqIyNnbxxeUxOZok64lcswTU2XE7X/J6c/NkN/m5sa63cLCInOwhG0Owsu70EyrY/NvKrQSAZWtnzddYwcKr7KvnpToap9U5/zkK3Ung6uvvtpVfcTG20k0JUp/D2pJkArmzp3r+V6yXqqVi6ZLxR8fxhX+WjRnhpT/+Ymrt+aWPUs9v2+HJL0e84pKpck2x0iTHU+RkuGHS+muZ0nxwJ2krkBfdnryQuJBjiRb+Ad1WV0UzwoDXhXC/dKa//GPf6i2hy0EWQg77bSTIrWDbja5N6RmuoExlDRdJ/wKbwUlkcxnTZVsVEgHH3ywnHjiiUqBhPrIrz+NHz9eFV27//77VTopimLGhKBFmFKFVzofl/3ksb2kuCAS3GYG+xEfVPt43NY1duvfXHq0jj/fPm2LZJd+mSfPFq/2Vhsv8nnPCQJffqAvmMR/orGDwqZ+xU018goSzD018dcwf4W/wnZleY1MX+Kt9k5mLfTSSy/FXQdjiF9miNNGxQ8VUyhe5jEm1VRLxe/rs6MqqihuF6vgrz0nMqn+yo2K4gSW/OBWMLJ79+6eAQDmBz9C18I9IEkx2GQBmR60SGy2qnstLLIRJ2zVVu4+tLts3qNUurUqlAM2binn7thBRr82Rz6fvFpmLK2Ut/9YIQc/MkV+raPsHQsLi+xEZhkmi4zAT1nABgsPS7MIBt5giRa3u+++uyKCLNxROW2s1Cz2LyoTXblYpK03WZgOIGS9qlhDYOEbywZHwy19W6O0tFRV480E8Ibt1Cwis5e7Fxzr+/3lMuO3q2p/73GlfxXg8rGver6H72VeszZS1H3jmNf32aiFfDMtnvBrVpwng1JMNcpv0UGEnzoEBXBIMXYSKyitb775Zrnllltc/w7LDKwynLYpF154YUrnwaYplQ0bqtBUrE9Qsvp5TVKcxI084b4QqNIKY1ToH3/8sfI7DOrb7OWtzfjoBooB3fzRfGWD4FRJ7Nw3+UJQkLYUOeMnKPD+g6w208xRtFF8EqV9Mv6ayWDHvs1cVba79mue1HPPyy+Q/Pa9pXqeD9mXQa/oVJQxzxzfW65+e658OGGlcKlc89V7d5YCHwI/LGzarVSKC/KUotaJrZOwfCELx6/IFpY7JuhbL7/8su930uf69evnf9zem0vV1B+8P1BdpYrQFXRYX+CzZWm+zF3pT0Z/N3219Gzjr9YeOHCgsjbwykLQ+P7772Oug7TtH37wPmdT5e6HmtXLpGaO/7Grl65X8X43fY1U+8TRX/llmVw3sotE/NJKsgCJxABudhusZf/+97/LJZdc4vo3r7/+urLtCFrwzWI93n///YQBGAhTr3kvVXVvsoTxJptsorKJctVCzcIiEVhD8qOx810T4xyi1lZG5Z7PF8r9h2euyLGFhUV2wypscxB+Kb4sjJ3pxMcdd5wq9OSHIUMSF2HKBkAcPffcc3LBBRcoYjqIoicMVM5JrKCJ1riTlGGASvFevsUsZp3FGXbccUfPz0LmBFEapYpzd3RXxfTq2lFaNgkeFKhZtVik3F8lWPlXfPGRTye5p16uKo/K7/NyJ0qNStJLBffhhx96/t0GG2ygSHknkknbTTeNMp1USkgkv0KJkNHO9yEsUdW6ETGozVGhJgKWEQQ+3OD1eo827qrK07drJ02LMx8AI4X71FNPdfUEpXBbsn7RyeDvO3WQDo5iUCiODx7qrlL2Q0HXQf7vd/InAesa3VoVycNH9ZQ/Lh2kfh48sqd0aZl5OwTQpmmBnLND/Bg7vGep7D0ocdEvbTVQ1sJ/8/fI5JIYWwKKk/qBgC8ESyLkN2srBX3cvbk1qmbHzrcjN0p8XeNmBRvb77zzzoQF15xKewhbP4wZMybQsauXeWefaOQVrSfS5iRQFq+piCp1cbYjEfEHOThlypQ48v/NN9/0/BvmloUL3dXHFv7QtSQS/TQUda+FRS6grKJGJi9yD6JaWwQLi8YNS9jmIKhW7KeaevbZZ2MUj9/+Y4B8MeZ13+9844k71WezGaTB4V9Jyi8LeQpVHHjggb6Ft8JCXgDiKdKmW8aO70ewuikgTz/9dKUmcpK1kFf777+/ZBKHb9ZGrt27k7Qpza/dyPfs2VO22Nh/k+xE9RL/lF0QrYxX0q7ySNUGd3/qrTzONriliQaxtOAZuxF4Tz75pFKh1sVGK53NFmRzt27dfNu7WRDpxRdf9FQbJ1NV3O+e/vrrr673dOzMNTLGJS350W+WSGV15tM5E1mfZHJs/GrqalmwKjaIxDWf8fxMee0Xb39bNxR0HiBS4K2OjLTsJNmIJkURKSms+2XUWdt3kCdG9ZT9BreUnfo2k2tHdpYnRvXytehwIr9dL9/3nd+06667KgW4X79N5GGrUTJ4V4l09CHhHRY4p2zdTgZ18lfPTgtYWZtMlNdee0023HBDz884fdZXrvS3HsDfNgjymiYOZhT2Xe+P7mfvA1qU5Enz4uxfxiMaSGTDpG1wWIfyM3Kr/vLll196fh77o2YvH53161aLeHUvmR9+P3zGwqKxoaQwTzo0L6g3f3wLC4vshbVEyEFAft12221y/PHHu77vTCd+4MtFsiBBOuHcBEqObMDzzz+viBMTqE5R2lJR1m8zmS4KemwiFctiq2abyGvRUSIZ9LBFPYjqZ9kydyIEJWabNuuL/PBZKu2SCo4Kr1OnTkqJt9VWW0ld4Njh7WTUlm3lvC9byfKqov9PaUtSgRwgDTrSNFZZDLq19PbD/GqqtzdqmDj33HNr1T+QGKkoHb2KtIB99tnHV43tpb6fOHFijHVG2GmUYaRSPv744wn9NRnjevVaRzh5FdczESRtlv5DO3VTBeMjTHou6Zkm3vwt1l9YY+GqKvlm2moZsUHytggofQlIcR933nlnGTZsmOdnEynMvDx508WKtdVy2RvxBZhAVY3IOS/NkhZN8mWnvsE8XfMi+VLUb1up+OMj10BYpCT5+9jQscOGzdVPqqia65OaX9QkzmsW73yvLA9NaqLq3mijjQIdn2fqFVqLtO4aR4w/cHgPGXHHRM/vy08ibRp7A68CZIwBTr9qfLF/+umntD3hC1p1FokUuPr01h7f8HPu1aZYBncucS0yB8qrRMoqa+pEzZ8O3LIinGS/aSvx82z3wnoaOEBcunvHpAIUFtmBsNW7FhYNBcw9J2/dTm54Pzaji6ntlG3a1dt5WVhY1D+yPzRv4Yo33ngjsGXC9zMSk1SVLn542QavlG6qDE+aNCmjxy7suanklXhsjoubSek2R0umgcLJ9fDFxYrQdaJly5bKt5SKyo8++mjaZG3NykVS/tsYWfvDy6pwSrTK2/+wqjoq749fKVNnzvUkmRMhv13PBJ/Ik+KN1xfX05i30jv4QBGXugBEGu2Sn1TTNr1sLUCHDh2SLjpGQMOpus5EGmU6mzG8mv/9738n/JypwPUrcqcDXBAuiYDtgZ+FA8qfqVOnxrxW4/P5BauSD4LhEYp/7V133aXI4aOOOkquueYaz89vt912vt+HnUUm8MWUVbI2QX2rOz5JTs1e2GdLyW/fJ+a1vOKmUrzx3qmcokUC5OV7k4z5rWMV7qgYH7v4kIT39PWLdw+seKxe4W4z4hWs69GmWDbu4h3E26JHcP/4u+++27Ov77DDDtK1ayxhnCiAlIzFUNGQ+DnLROX0WGL40aN6Svum7oQsPsYo3bMdBI0TqWufeuqp2t8Xr/YP7lL076BNMuPNbWFhYVGXWLm2Wl79ZZm8OG6pHDK0lVy6e6dape0G7YrkzoO7BQ5+W1hYNExYwjaHoP3khp50g6pk7IXnJlbHeM91au5fgRt0bJH4M/UNv02RWc06I4jWSNRDFVPQtkeM71wmQGEh0jjdcPTRRydU0iUq+pEIVfMnyZpPH5bKKd9J1Zw/peK396Xs88clWhHvGzhvRaXsfu8kOfXZGfLz+ClKmfTtt9/KnAWLpdpZnckHkcISibT19lksHLyr5KNYcmB5mfe1rqmMyjNjl0gu4MQTT/R8Dx9nL5xyyilxCjGAp6zb69kCNWaNujRhW83v1F/2vvm9wAV/IC2DFFQcN25cws84vWz38vEM/ccrs+WRrxdJUGC5cNVVV8VdP0TGd9995/o3vXv39vy+3XbbTQ45JDHJlgqKAyjbfvdRyLmhZsUCqVkee38jHfpIpLlVlmQCea28VeeFA+KDRXOXJw5AdGwRLMskWlUh0ZXefaN6YWxgBKytrJGZS93PoVOLAjlmi/UZJomKtnr1J0AfNPHWW28pOxk/ML8lsk3QqJ7n76cdrVgT51ncvY03uc4mP9vhVczRy8prWPdSX/XstCWV8sZvqQWCLSwsLLIFH01YKVvd+pec+9IsueCV2bLVLX+porXfXdBf/rxskHx0dj/Zb0hmMqUsLCxyB5awzUFUTPT29QLVi2Ir7h4aoAgMXnjZDj/y4cwzz5RFi4KTI8lCbaJcyMna4lgZBJvLm2++WakPnWmYVFBGReuF22+/XSkMIay22GILeffdd5M+PkoklLXiKKpWs3KhVLpU+776nblxxvmk93859jfZ8c4JMmFBcCKnZOg+IhF3sq16hru36jYJKqU/Mzb7N7goc70sTxKpSrFgQA0Kkd+uXTtV7fzGG29UqrJsB0ROIuQ70qWvvvpq388HreCeqEAaQSFnsaKtejWVUz1S1YhNXPvePJm00FuJ7qx67pU2jG93sqC/ZwrbbdBM2nmo/jR6+pBMbij/6fU4sqp65q9SPTdxwbi6xlu/L5fjnpwmBz48WSmJl5dlruBkJlBTVSlVf33m+X75N09L9fL5Ma/1be/vIYun6I4BLRoqp40V8evrLtkbH09cKUs97vOwbqXSujQYWYzfbHW1+/cQ+HQGtW644YaE30m/DUzYLvH3ES9weAtf9fYc+XGmd0G1MeNXZn37a968eSAiXYPipOd5FC/VgNygSI9FcNJce8QGIdCT/byFhUVyWFVeLWe/OFNWGYUjK6qjcukbc2TG0gopLbIUjYWFxTrY0SAHUePYSDlROeXbmHT1+Y7CMG6YGbBgR32ClP7LL7/cVU1LReFHHnkkY8fOK2qq0nPdEGnhnZ4eBryUtWwS8aZd5w8bD1LLzz//fHVvtG/fvvvu61vIww3RsuUSXe2uSq1aOCXOcmDM+PjiTBozllbK6c8HL3wVadoag0vX92pWzJeog0QGeD35DWxL1iTuD/UNiHY/AgB7Az8l6gYbbKBUYdgx4GkLqR9EZVrfKOgQmxLvBlTeJrkKyeLlX03fCOqnSyq077l5HOOyPTrJxbvFFinS4DQh94Jg7Nixnu9hxeBW/I1r8+r/fn6j6aK4ICL3Hd5DSnw4sr9tG1wZW4261kNxiaLfD/gF81NXuPWj+aqw2icTVyki7daPF8jh/52aU+RR1eRv4gp7mYiWr5bycbG2SwclCPwO7VoiBQE9Ratm/eb7fkH7+IJoeLV64eNJK5UNTxD4Kenxqv7tt9hzmz49NgDuBqxmgvhkK3iQxQp5ESnsvXntr4tXV8nzP/krSbns3+d5E7rZgCA2OcOHD48rrLdVL2+bC+wgnvspN7JlsgHME9qyyGvOSOfzFhYWyatrTbLWDPa/+Zv3PsrCwqLxwRK2OYg8SCw/VFVIzYr1vpl/zkusaHzrj9yYHEaOHOlJVHl53IaBvEhECvutr95ci/xCKdwws4W8KD7kV9wKf1o3subWW291ff2WW25J6vh5VG/3WLDnFcZuxNgyJ3I9QHH4y+wkNphGERYnqhfEF45p16xADtzEWzG+be/sL2D0zjvv+L6P2trpp9oQoAh6n+cNouWratV5jAUoib3ISYjdoPeJgmx+IEBy3XXXub7XOQRLmUSFi3788ceklMHff/+9ZBLtmhaookduOH27dnLopsE9JqvmuhfKAzUemQ2o+A97dIps/p/x6ufQR6fEKfvDxpLVVXL/l/HE8p/z1yqlTGVA0rC+4VTPegWGa1avVz32bV8i+/pk4pQUBl9ORit9nlNxUynovnHcyyM2aO41Dcmaiqj8PCfYnAIp63le0ag8/fTTtb/jx9spkpgUvHjYmsDevXnN4gtlrj+BmnVRHiOQHqRNBbG9qk9svfXWCT/j9FdHNbwigXL43RxZtzZ2WHWvhUUslq2pkps/8p6Hc2UtYWFhUTewhG0OoigAQRitXr+T7hUgNZXJIVFKcDaAaL8XsZHpyrNFvbeQ4k33k0irzkpxm9+xrzTZdpTkZ1hh61d8CmCX4PTWJL3Qq9jVhAkTkjo+/rwFnWNTwTUKew6NU961KU2s5Fzjo5aKPwHvYcrNQxdAFrUojt/dk8Z99g7+qZbZgPJyf+IJxUsyhW5SRSppkemkUirFdLW/V2ZeaSuR/69gjyo1ESGLbUgQTJs2LVC1c7dnQ0GIJoXubNLeGwV7Tol8uLG3cMJvzM70eP7llFUqQOOGZFL5atauksoJX3i/v3ROXD8vr6qRY56YJt9OX2+h8N30Neo1vE4zhd/mlillnxvG/LVS/v6yf3GqbEE0qOe7ow0dtbk3CV+RTOHSIu9xoaBTP8nzCNr4CXhLCoKpABONSU67mXN38J/f8RvcMYmCMMX9R3i/if2Pce292xZLice4ojG8Z6n0aedvV1Hf3uQXvpu4X9z1zFu1dRfAde/NlT/m+8+Dfj63FtkDq+61sIjFde/Pk+lLvNe6ew7K/PrewsIid2AJ2xxEXnFihWD14nVp8Jq8apJAgFEQyUsp7QmFWyZTb91IiGbN3K9/ypQpniRlWCjsPkRKtz9Rmu55njQZfphr0auwsffee8vOO+/s+T5+fJ9++mnMa23atJFu3WIrfWtssskmSZ9D8cZ7SX6HDda/kF8kRQN3VpvruPMJUFisMJJEW/Mo9gacRckIPJz9wkw54rFpsqI89jyGdmsi753RV7q1Ss5bsz6QyL4AEh+vWj816JtvvqmKky1enLrHcippkemkUuZF8iWvqX/xoKJ+2yX1vZCskMd+gCi44Z3EgQyUzVtfvL6go0lQHjy0tZhnRRO/ZLeOSpkYBD///LPv+9raxAR+my1buqsed9ppJ8kk/DxDWzcJbr9RPW+Cb3q+VFdI5ezfY156f/xKmeNSBIvX3vexZEkXnRIoqV//bXlgz+L6RJ4R0PVEfqFEmsX2xZfGeafnT1tSEXgOj67xVrlGmruPa0//sESqPJpJzzaFslHnYAHbRJ7Wm266qeO7i8RPPMx0l0wxzYLO/SXfZd5U73UbLHkFhTFericM91bk7rBBU3nwCO/CnNmC6kXxY5cTNWXr2wT387VfE1vJHDksuIrfwsLCIhtQUxOV133Gt/N37CADOlrfaAsLi/WwhG0Oomp+fBp4HAyVGgoQr42ORmlRcsQKFc0vu+wytbkZMmSI/O1vfwukUEsX+HIuWbLEM9UxUTXn+gLWBUcddZT64f/JAO/Me+65x7fomlM1BOF3xRVXxH0OEs2vSJmfyrbJVkdI6S5nKFVx093PkaK+7mmOhfmJh5VZy4Nt7hVRU+lh6ZFfKPkOe5CHvlqkSBM3jJtVJt/PWC25gK5dYwtrmdh22219C+F8/fXX0rFjR+VXfMQRRyif45tuuklyBUV+CrQmraWwx/qAw7BhwwJ9J/ckEfJbdUr4mUjLTussQgxALpz09HR58vslMYrTk7duJ6dtF0zNjSJ+8uTJCYuSOYHfpleKdyKLh3Sxa//m0tal8Fiz4ohv6nwqiJbF+jnPdSFra99bkbkAYr8OJQmLGo6fH7yoYn0hryRx0De/bfeklNOQi0FQvWia95gOHP1L4w8fayf8g4OSpkceeaQ0ber+DAkGM2aauOnD+eIn2saDcFwSFj/lv7y7LkjhRFETKewVXyjwol07yjV7d5aBHUtUhsgOGzaVf+7VScaO7i9PHNtbWgUstlafqF4wKeFnomUrarMCeJQU3/ED92KvQdlfLNfCwsLCBCNblcd81alFgZy3U2azNi0sLHIPlrDNQVS5+HY6YSof3/5jhVQmKCK872D/giJOnHHGGfLiiy/K2rVrlcr2k08+kVGjRsmqVaskk/j444993//pp58kG4Hyd/78+eonFRUw6dKHHnqo5/tuadqnnnqqUlhSrA3Sbv/995fPPvssJYVt7Xk0bS35bXtIXqF3Cmb31on99Nh8JkK0qlJtbv2Ulk688ot/gZZXfvZ/PxuAenPaPG9V7E8lm8hu/3pTfc5UetL3CAhss802smzZ+utEAX/RRRfJF194p51nEyIt3At4KZQtUwWRaj8biciGG26Y8Du91OYm/Nq0RvEme8e99sFfK+XTSfHj3mPfLlZFg8KCW6DKryDSs88+K7Nnz5ZM4bvpq2W1o2AGZO0jR/VMikRSakMf2xP1mTaxAYxhPbyLEQ3r7v1eGLj3sO4yqJP3+NW7bfYr+Au6bpTwM0V948fXAzf2XidMWVQuawIUXnOS705UTvwy6fu6YFW1fD452Nqje/fuyovarYggY+jo0aPjrD8SIWi4u3rJLKmc5lFcsKJM1v7wokQdHv1kExw3vK3cfGBXaVGSL59OWi1XvTNP9r5/snw2yf9eZg3yA4wHkPj/T+RjdbDDht5BBbIXXj2ljy2GZWFhkXPIj+TJLv3cbXT22cgGoSwsLOJhCdscRHSFf8GQwl7DYtQxQRQ/Z2wXvKI3qbtuBW0WLFjgqgILE4l8akkRzlZAbHsVTAuCK6+80vO9O++8U6VrOwHJe/3118uNN96ovG4333x9Ber6SJUGfdsXK6VaIlQvmempxMpr0UEKN4xX+Cbyr/x9bvar30AeXq4eqPDw+4SYf+aZZzz/zk1xnY2o8CBs1iEqFRPXFRekyA8/F2/hr9bu3KJANv/z+mBFgYq81ZPFm+3vaoHiReigEIPUDILWrVsnJJVXr14dYz/jVVjQfP+xxx6TTKCiqkbOf3mWrHX4lqI2rEnSOzdS0kyKNxnpSXvlt+2p/MKdpOweA+M93vYY0Fw29yFzwxrfDtzYfVO1/QbNAqfm1ycK2vWUSJvu3u/32sxVYbtZ91I52KOg46LV1fL6r4kDYvlt/Nt5dPUSqV6xIO71ozdvI0U+nqXzVvh7XzuLB3pZOX377bcx9iSJir9gl7BBu2AkfdV8f9V7dM0yVzUq/e2Ep6bLlMXrx7r5K6vk1GdnyMJVdWdJlSoKuw5O+Jm84qYiRtBs1Bbe1jiI036ZkxtzuYWFhYUTV+zRWbq0jBW3EAg+e/vsr7FhYWFR97CEbS4iQVGewn7bJl0AJpmClC+99FJSPothApWoF7ABoGJ8tgEPUVKyUbeiRMZvNtl05Y8++kj++su7kjqqXed3zpw5UzbeeGPZZZdd5LjjjpO+ffsq39OLL75YFi2Kr3QeFvwqtbPdfvyYYJ57ef9fWMoNBW17uqprurf23zjPWl4pX03NrAo8DEQ6eqtGq2b/LtGK9cWWwJgxY+T332N9Pp2gPWQ7ataulGqHX6kTlTN/iSmotduAFtLDQ9XdvDgiTx3XO3AFe6+Cjnlte3oW3mvjE6Dwe89JIqG+9wME04cffhijoGVc8MM333wjmcB3M9Yogs4Nb/+evIdsnipCFT8J5XcbIiVbHe7a1+89tLtcO7KzbNWrVP2QNn7vYZn385y9rEL+/UH8s+IMr947ewOGThT4jDH5rb1JVT9COoiPLb64eLX6oXrhVNex/dLdvdX3fqpr9f7/ZyRsPurShL7eR43+V232QqKxgxjhM2OXSiB4FFNLpED+eOIqWbAynpgtq4zKawmySrIBkeaJBQGFG2wleYbSftYy/3Xu8rIEaWMWFhYWWYoebYrkw7P6yo37dVGCqbsP7S6vn7pBTljcWFhY1D0sYZuLSJA+Wjn5u5jfuzmieE60LMmPi/T5EQt+KtoBA9xJjbAweLD3Ru/yyy9XBGW2YZ999lH+vlpdO2fOHFUQaOXK4OmMt99+u+/7EBqo9EyccsopyuPSBEQtatsRI0YkdfxkEPEpCAUl89eCYP61kdZdPQtQFXRPrNjxQiqEUl2jaMAO3om2NdWydtzbMS9hfZEIbinA2YbquYkLf6G6rnFkGVwzsotKk3Xi/iN6yAZJVFAv3GC4FPaNDXiB6OLpsnbsK65/c/DQVq7Kvw3bF8uWPYOpPQnGuCnknZgwYUIMYRvEGzcT8EsBT6aeoEb5X+5F4arn/SUScW+3Bfl5cuyWbeW5E/qoH9LGeS3ToOBZdY372BYkfT5b4BWAIH3dj8z1K5YSVF1cvOl+EmnXy/P9vCL3fnP88LYyYoN4Ffxhm7YKXNyvYnLiIEbNyvW2RX72FxpfTV0d2As+ESIuCuRlPuSk33tZBY9+rFDSPC5Yhr2KH7brk9iH2cLCwiJbgZjqiGFt5KLdOinff6xgLCwsLNxgCdtcRIm7941G9eJYJd2ABBuOjTqXKE+doB6yZWXuBTZKS0tl773jPR7DBApVLyQq2lMfwDfUTeWGt2QQwkVj1qxZvu9vttlmMXYQKG7ff/99z8+PHz9eHn/8cckE9tkoPlU5ldRVSOiSLQ6WvFIjBTe/QIqG7C75rbq4/o1fymw6hFJdI79JCynsE1+ARoOiNdHy9SrbLl3c74cJggaJlGX1jrzUPrhT3+byv2N7Sce2raWoqEhatGghQwdsIFsmmR6vlJweGQzcc2eqNkrfN39bLiWFseezcZcm8siRPQJ7LDqDLV7o1Ws9yeWV0m2C4nOZwJY9m0qH5u4EzMgUPNiiLinwClUV64pU5Qj8glXZBpSujKUSc855kt++j0Sr3INqM5dWeBbYalkSkT1dbCrcQL9osuUhIoUlrmStF5nM3+GRfOWenWR4z1LZrk9T+c8BXeXG/byLNJqoWb1UogYZ6/m5yvVZIicMb5vw821KgxVcq1k21/f9gm5DJL9lfJ/dtk9Tz3lrex+v15xR2RpzmcbEBd6ZOlqhZmFhYWFhYWHR0GEJ2xyEW7GlGERiH+ugTk1kCx/iwsv8PNkU26FDhyqypL48bLFqoAhaNsGPRJ40KXHlZI1WrbyLvbCJdXpZooQ208a9vPoyAVRQfrRFMpxGfosOUrrLGVKy9VFSsvnB0nS3c6SotzeRGaQ6fdgV7DOBaHWVVK/yI1ejEq1av6E9/vjjE34nhelMb8ZsRH6n/gkzCFBquZIavZtK147tlJJ9xYoVMm78ZNn61r/kg7+CK6orpnwvlVNiMxRM1KyIJXvu+2KRSo9fsbYmrrJ7r7bBlL2kXu9/x0cS8QhCmLhyzOzaVO3DDjss4ecPOuggyQRQgtx1SHdpURKJ6ddnbd9ehvfy9gFORXnoDEDWN/Ya1EIKIu73xM1XN5vBWFqy5WEiEU04RlVgYs2nj0jNynjbnBVrvdWcG3dtkpRCKK+gWJpsdURMFkVes7brLDAKvDN+igsictLW7eT5E/sou5PDNm0tkYBRuJo1wewD8kvWk6C79G+hiGE/7DckWNHWvCbe7SPSvIMUb7qv63vdWhXJmSPivQ3xUiZ4kgtYlzXigWi1VK82CmVWR+Xx7/yDi8vWZL93r4WFhYWFhYVFurCEbQ6isMcmytvPC3mlrVwrWzd18bJt36xADhkabLMB/IpmbbddAiI5BPj5dKL8RdHqVl39qaeeUgWZIHLSAcqjymk/ytpxb6niT3huJlK+pvKe03dvfp53AQ7awshb3q/9LOjatav079/f97t79MiM3+Mf89a6uFGux/vjk3sG+NoVtO8tBV0GJEwppYq5n8p2n8EtZIs62OBCls+bN09++eUX+fzzz+Xpp59OSKCbqPjrM6lZ4K8Yr1m7OmmvUiqkZzMoQJXfYQPfz+QZZIrpK7rZTX/Kj39MjFGe4rN6xvMzA6m6a6orpeL3D/zPr9n6flhdE5VHvnb3gn7I43U/FPTYJOFnomXr09F79+7t+9ldd91VjjjiCMkUturVVL7+e3+55cCucvVeneWTs/vK6F1SU/RGOvfzfK9mdXapwju1KJR/79c1hpxkzLlp/y5qPs01qACFs8hhZZkag0wwfmH54LVo3KVf8mR1fuuuUrrzadJkh5PVT9OdT/PMnggDkebtEweEVNG1YTG/T/LxZQdTF/u/r1G4wdaex0ft7KfI/8cuHeWp43op+weI2vsP7y63HeRfwC2boGw2mnmrlSt+eaf2/59PWaX8ef3wwJeZ8+G3sLCwsLCwsMgW5N7uwmKdum65d2pd1EWZN/q12bK6IpZsRSV03+HdkzI5h5T1SuXfZJPEhEM6oCjPiy++6PsZ/GFNQNTi5aptHJo1ayZPPvmkb/EyL1Doac0X/5PoqvUbhYpJ30iTbY7y3GQOGTJEFf0yiwUB7AuSUb9VL/Yu5lbjkU48evRoOfnkk13fY2PIfckEmibwnvtowipF2u4+ILkNfk3ZCpWujiLLa2P70+wyqfCpoPfxhFUyaWG58hcNEzOuiQ2gfP35Qpk+e73PKsXwXvnPmXLLges22D2u/NX3+yqnjk14zGgZiqRutVYlidC8eXNVeC7bAYlT7VNNvaBTPLl36KNTZcka92BSeVVUXv1lmZy2nX/13aoZv4hEvQNSpIrnt1pvO8J46lV4a0aA4ktOVIz/NOFn8v7fDof29uk3/oRF3sxvZfb1QwO1t1TRrDhfDhkazM7BD4Vdh0j1tJ/c3wxg/VDXOHTT1rJj3+by/p8rlLKYsaxdDpK1oHrRdNfXqxxWFP8eM1/u9yHJsChIBYzlbor5TAWECnsPk8op3/t/zhn0ThBre2ncUqX6TXj8gkIpHnaQlOOHHV0/dhT2GS4F7Xom/Ht8W3PZu5WMGa/MkeolMwMpuTVe/mWZ8n60sLCwsLCwsGjIsArbHET1gsmu6YoaNcvnxfw+ceFa+WRifDGUqhqRbwIWy9CgWJVX8aKLLrrIU4GLAvDcc8+V008/Xd59911JBV9//XXCz8ydOzfGJ/aEE06I8dxdtWqVHHXUUSkV46mY+HUMWatQVS7lv43x/Bvuh5v1Aef5/ff+m0YvZV3cMZbPd/UcpLCZ5/dFo742C+lgaNcm0qWlP3nxRIJ0RydRW/bVU7JmzF2y5qP71U+VSxVxMGOpP1EGyfZoAqIrXfw6pyyGrNV4cdwy9V4gVCcm/PJbdqol74r/ei3h5yky99flG8WRy9mGgm4beavgmrSSwg23jnlp8sIymb08/YriNT59DBRvFhvkaV4ckV4ePoqDuwQrvqSh/Igr4n0cncWIIJw03MZ0Ex9OyExRwUwgH+WyxzOPNE/sIVofQE179BZt5KjN2+QsWQvyit2J1ryipjEE2mMJxuwxf+VGeyvaaLfEanZHW0RV7YdpSQRoCrv0l6Z7/V0VXisasoey/CkevKs0Bpi+63GorqzNQtm6V9OE9hpBxnQLCwsLCwsLi1yHJWxzEDWG15cbYoo0qUIh3mTG9AQElxNjx471LHZDYawTTzwx7vUbb7xRtt56a7nzzjvl/vvvl7322itpdSep/pfck7hI12OvrLMGAKhx3Sqvr1mzRqleE6l13YhyN9QsmSXRSnfv3K+++kqmT3dXMN13332B/UwTfELKx70V8wpepVts4e31Cr77zturMx2gmNorgZfjgpXBVXNrv3s+pvBQdPUSWfvdC+sUtw4M7py4oveEBMVM0sHi1VVyxVuxKm8TXwcNkCQ0+s2LKdhDmmwQF8e1RGmyHKjbFDlaUBxbub73FtJ0x5NiSEtww/vx5LgTO/RtHkj95QdnIIx2fv5O8X/TpDBPzkig5o1DQVHCZ57fcr26F6wq9ycsaqIiFTnwvEFecVMp6LlODRyDgmIpdKSnW4SLwp7u1jyFvTaLCYStTZCijpI9F0C/jeblJzXXr67w72sJ3o4/h4IiKew+RIp6by6Rpukr1HMF2Bt5IdKme23mTIfmhXKBy9hqwlZUD4bq6moZM2aMEi9ss802yorrtNNOU4VnLSwsLCwsLLIflrDNQZhpuW4o6rNlzO+DOpW4FknR1cyTwRNPrCND/VSwZiV6LAouv/zyuM89/PDD8tpriVWBJmrm/JH4M2tXxRTe8sJPP/0khx56qJx33nnJkSpuoGBLZL3CCgWj/pn58CjPr3vzpWdqP+eLAFW6qub9FXP8Q3Ybrrx7/fD17cdlTG3ZvbW/5cAmXYO1u+ols5WCOP6NSqmaEV9Aq2/7EjlgY/+iYhu0C9cOwSyUctRjU+WnWd4q2sBKvPxExfuiMcpuyLlEdElpUZ60TsL+pD5R2HWQNN39HCkZfpgqONd0r9FSgsejo6r8/JWV8nECpWnQdG1V8CyJYo7ggI1byaNH91RV3Hu0LpR9NmohL53URwZ2Shw4MJGXX5Cw6Fie4Z8LOidQ/YHvZvirdrMJxYP3kKL+26+zfYjkKy/jJtuOkogjAGkRLgr7bSuFvTdfX3gsv0Cp2NVr/4/urYqkuMB/HtozRwquVUwfJ9XTf0yqr89PEGDs3TazxVYbCvI7e1ny5EnxkD1iXjl9RHt5/Bhvm4hh3ZJbuzZG6Iyys846S4kHWJuvXr1aWSix/p0xY4ZvkVLW7t26dZOWLVsqP/QpU6bU6flbWFhYWFhYWMI2J5Hfppt7YZ68PCnsv33MRkun8x29eXzRqj5ti+TgTZJLiw+Sxm8qN4nseylyDzzwQGWTEKQYk1KZViVWRprepkF8alH9Bl2EFnbf2PX1gi6DFOHiBNc1brY3ebesrDpYinx14oJJYlhR/D63TPm0JsILPwWrmJ0KcfnnPHfFsUb/DsEIrWi5NxlX4/HeLQd0k8t27+RKjqJ+PGnrzKRYvz9+uYz3Ue+WFiZWHteiOHFhtJrF65XbY2cmVu42cyk6mM1AhVbQsa8qOJfnQpbqAnc+lsW1WB7AE7FmoX+Rt7wC9za7S7/m8vRxveXz8/rLPYf1kI06p0YkRNr7F1sr7DY45vceHnYMJgoiQXTX2QGecVH/EYqob7bPxdJkqyPqzNu0MQPVI2RZ093PlSbbn6j+LR60c8xc2rJJvhyzhXfhSzIbBnfOTCAsbFRO+irhZwo6D4j5vUdr/752sfVSDYRonnvAsHDA9q59HZ/owzeNX6PSMv+WbBZDI8RDDz0k48aNc30PQcORRx7puf4+/vjj5frrr1fWYhTrfe6555QlWjJ2YsuWLZO7775bfdc//vEP+eGHHwL/LfsGsuAgjR977LEYazMLCwsLC4vGhNzawfvgnnvukV69eklJSYkMHz48Y+ne2YKSLQ5R5KzkGyqraFQqp/4g1Y7UXfDPvTvLdSM7K2UjRO1JW7WVF07sI02L/VMD3aLuidCz53pVRIsW3gQVC0UI0wceeCDxgRVhk5h8iBoq2H79+vlWXdbn8OmniYv9gIKem64jw43vzG/fW4qH7O76+Rs/mC83feCfrr0yQVozqJoTIHXNIIyrkFsGwMJVAYjgFHDXZwvkuZ/8F/XtmwdTekZad/X0tsxv666+KcjPk1O3bSc//KO/XLFHJ6V8RB22XZ+m8szxvaVfQLI4WYwZvzJhynBQS4JCKmonocJNRJCDBauq5adZwT2rFy1apIIe/fv3Vz9Dhw6Vl19+2fdvbr75Zhk0aJB06NBBmjRpoqxHMolurRKrTMFT3/urzUH1Kv/P1HgUy9GYtrhcJixYGygA5US0plqqpnkXmstr1i5OXRyEi+V8LCyCIK+oicrecbYzjct37yQX7dpRurSM73O/zV0rI+6YmBMWHF72ReuRp4JFJvwKiuX9f9DGIjEqf3f3+6+a9Zvn39ywb1c5c0Q7aVq0bsDr1aZQ7jmsu2zdO3eLr9UV3n///YRz/GeffRb3+pdffulaXJiMOcjToGTt4YcfLnfddZfKvHvjjTdU8VXs0fi/GyZMmCDHHHOM2scVFhYqFTCkMXYOrEGmTnWvXWCR2f3yCy+8IAMGDFCfp5Dy22+/HfM+a54rr7xSFVNm3bfrrrvKxImxhWPJ+OP5syekfsZJJ52kFOAWFhYWFo2EsCXy+/e//12uuuoq+fHHH2WTTTaRPfbYQxYsWCANFSg61abCqb6sWCPlP78T//m8PBm1ZVt5/dQN5ONz+smVe3VOulDKZuc/7KmWNXHEDU/V+siyGEiEG264IZAKyJkS7Po5h99rEPKkdetgHnLcQ5RIpbueJSVbHipNdjxFmmx9lOsGd+Xaannwi8TFrXomUO6AaBBlcZP1xPjgzk0kQb0OhRYlmen+TyYgx5oVRwJvcFVV777bxL/eprsUdO6f8HmdvE07pXyccMVG8tRxvWXTbqlVMg+CNZX+ZAVK0Ie+ClbwTF2zUfTHDXlN1yuPZi0LRr5/PCHYApnF9Lbbbhvjc4fC5ZJLLlELd3ygTTz66KPqfo8ePVr+/PNPWbhwoaxdu1Y++uijdWPPKG9rkHSABcYOGybeuP86NzFxmU9wwAeR5u6kzeRF5bLfg5Nlhzsnym73TJJd7p4o389Irphj9byJIhWr/QuxOfDN1MTP8pGvM1tgz6LxIBLJkzNGtJe/beveDxiDHsqB9ub0go5HNK6I50GbtJJCj9h2q9Lkgt6NFdUrFnhmC0V9gmEEYC/ctZP8fPEgGXfRAPnknH4yciNrkxIE8+bFizeceOut2PoHBGm32267tIr/anXvtGnraw+YxB1qW4K5ZpHiyZMny8CBA+Wpp55yFYbMnDkzY+uIxoRk98tYaaDEZk2IldwBBxygfn77bX2Q5aabbqqtUfLtt99K06ZN1XeyBtSArP39999V1uWbb76pAgWnnnpqnVyzhYWFRa6jQRC2t956qypiRRQWdReTRmlpqSIRGjKq5q73LTVRs2yO1KzNQMXmgMqx8t8/qP0/BE8iUKwsCPJKAqSTG4pjN+WA65/kJ7fhijRpIQWd+vkWKaKwVZA6JF9PS0zsRFokTgs2K3rnR/KUp2kiUOU+bNTURGXxGu8rb1oUkTsP6S7NklB2Fw/YQSnK8zv3l/z2faRo8O7SZOsjJU97LmYJuLZEuOfzYIRGpLipNN31dMnz8TWNNF/f/jq7qN7c0D1AgADF+xdffOH5PkEQVDIaLMpZzPvhySefVKmVmUC/DomvqV3TgoCErcczLCp1TdnF/uO4J6fJz4b1yeRFFXLCk9Nl6ZrghfX8rD/Ucab/FPeaXzFJjTnLg5+DhUUQfO0TKHjr9/hCkNmGoo33IuLt/yGXzBwvovqsEd7qWwsDUZ+Appkp5lNkDA/2RFlTFuuAX60zsOpVlEwDQu3111/3/TxkWxA88sgjCdf9kHwaeO2aBK4bUP4GEY1YhLdfvuOOO2TPPfdUwXgI9WuvvVYVrsPqQq8Hb7/9dmVdAdm/8cYbq1onqLFfffVV9RmC+O+++66qXYKIh4AAymtU3HzOwsLCwsIfuVGBxgf4MI0dOzaGGIxEIiolwysSTPTWjOAuX75c/YtPUzajutzp4eS9cK2prJBoXpmsLEyufLHfPahave4+JUTZSnWufNfzzz+f8ONM+InuPd9XkzCVUSS/60D12d8vHST3vTs30Ok+d82x0ufrztL94m88j50MuOePfxuMmPtp5mrZY0ALz+tXxy5OrCCMdOpXe54cPwi1Pn5BhVIC+x47SawurJFh3Urlh5nxGwXsOB44fB1Zy3FB0GPntekhRW161P5ew6LdsXAPs62n8szH+RQbMzF/RaW0Cnjs4mEHydpPHnBVJmHHwWc59oKVicm7wogoWwi/Zw5YVCcCJC3jJpvnc845R4Jghx12UIqOMO85eOGnxOPSbv2bB2vrTZqLlLl8X3VV3Plx/E8nrXQlTleW18hzPy6N8Q73PXaLTr7nHy1bIZULZ0ikRfvaY3vY+sb+nURD7+P13c+SRVjX3liP7Tx+e5/MnCaFkaxtb7XHLiiW4u2Ok/KvnuJF18+WT/xGivptF3PsU7ZuJyvKauTZH5dIRbUom50ThreVwzdrk3A+izl+I+1n0eIWIoVNRCrjzyXSqX/M+iXsY9dre6uHY4NAVmMiqoaD/p5999034efJtEm0XsfnNkh220svvSQnnnhi4PoY+nMbbRSfcZJt0PcoFYukbNov8zqKXBOoZzUZi00FSm6+Q4MidRCz/C3F6vgXG4TNN19fX4XPc2wUudQzCWOfnkqfCxupjF+ZQBh8hr2fwe5nNvZ1iwaIaI5j9uzZ9JDoV199FfP66NGjo1tuuaXr31x11VXqb+yPvQe2Ddg2YNuAbQO2Ddg2YNuAbQO2Ddg2YNuAbQNhtoGZM2dGc3m/XFhYGH366adjXrvnnnuiHTp0UP//8ssv1XfOmTMn5jOHHnpo9LDDDlP/v/7666P9+vWL++727dtH7733Xtfj2n267Ye5NhZnU1+3aHjIeYVtKiC6aEYMScPBV6lt27YNKt2KqE/37t2V95Nf8S977IZxz+v7+PbY9p43hrZW38e3x7b33LY328/s+GLHVjunZC9Q261cuVK6dPG2tbJoWPv0+l6XNjTkyv20fd2iLpDzhG27du2UB+n8+fNjXuf3Tp3c00yLi4vVjwnSNRoqGOjqa7Czx64f2Ptu77lta7af2fHFjqt2TrFzqV1D2PWTXTfWPbAGyPX9Mq/7fV7/y2udO68v6MjvQ4cOrf2Ms6gZXsQQsA1xn16f+6+GiFy4n9nW1y0aHnK+6FhRUZEMGzZMPvzww5hIHL+bhXEsLCwsLCwsLCwsLCwsLBoTUtkv87r5eTBmzJjaz/fu3VuRruZnUEbiTas/w7/Lli1T/rkaH330kTo2XrcWFhYWFg1cYQtImzjuuOOUofmWW26pKlauXr1aVcG0sLCwsLCwsLCwsLCwsGisSLRfPvbYY6Vr167yr3/9S/1+7rnnqoKxt9xyi4wcOVKeffZZ+eGHH+TBBx9U72NPcN5558l1110nffv2VQTuFVdcoawgDjjgAPWZgQMHyp577imnnHKK3H///VJZWSlnnXWWKkhmLSMsLCwsGglhe/jhh8vChQvlyiuvVNUqScN49913pWPHjtKYQTrJVVddFZdWYo/dMO95fR/fHtve88bQ1ur7+PbY9p7b9mb7mR1f7Nhq5xSLsPfLM2bMkEhkffLtNttsI08//bRcfvnlcumllypS9tVXX5XBgwfXfubCCy9UpO+pp56qlLTbbbed+s6SkpLazzz11FOKpN1ll13U9x988MFy5513NqgHWN/r0oYGez8tLNYjj8pjxu8WFhYWFhYWFhYWFhYWFhYWFhYWFhb1hJz3sLWwsLCwsLCwsLCwsLCwsLCwsLCwaCiwhK2FhYWFhYWFhYWFhYWFhYWFhYWFRZbAErYWFhYWFhYWFhYWFhYWFhYWFhYWFlkCS9haWFhYWFhYWFhYWFhYWFhYWFhYWGQJLGFrYREQ9VWf748//qiX41pYWFhYWFiEB1vn18LCwsKisWLhwoX1fQoWFjkHS9haWCTAs88+KwsWLJC8vLw632xdcsklctZZZ8nnn38ujQ01NTW+v1tYNBT88MMP9X0KFhaNAvVBmJ599tly/fXXq//XxzqiMcPea3vPLSxSxdNPPy1VVVX2BoaEo48+Wg477DCZNm2avacWFknAErYWFj743//+J6NHj5Z77rlHFi9eXOebra222krKy8vlrrvuks8++6xRbXYikXXD06OPPiqrVq2q/b2hw3nPLVFdN3De57pq+zfddJMcf/zx8uabb9bJ8Syyo19lA5GUDedQ12AOB8wpdXEPCPYyhz/55JNqHtfnUJf3Xh/LPGZdHd/t2PXxvHkGjalv1df4xnXre26VdBa5DIQyxxxzjFx99dVSXV1d36fTIHD++efLjz/+qPbVlrS1sAiOxsGANBB4LcDqeuHdmDbWo0aNUj9vv/223HHHHbJo0aI62Wzdd999aoGw//77yz//+U+ZOXNmvZC2euF9yy23yH/+8x+pa8yYMUNuuOEGefzxx+u9rdfFsc3NzmuvvSbTp09XRHVdHbs+Ud/H1wGBd999V9asWVP7HDKNzTffXPr37y+33nqreuaNZU6p7/lMP++PPvpI6hpmP58zZ06dHdd5z+uqjbsduz7x1FNPKaXP2rVrM34POnToIJdeeqnss88+8sADD6h1RF2Sttx3fY3Lly9X16yvO9PPxDw2xDXHX7ZsWe17mT62xp133ikHHHCACrrXdf9+5plnFFlf19Dj27fffivz5s2rk2Oaz5s+du6558qff/5ZJ8e2sAgbI0aMUO2Yvc8VV1whlZWV9ianAYJmrHe//PJLtc5mXpw0aZK9pxYWAWAJ2xwBCyG9ACPq9/7778sbb7xRZ5sucyEGkbhy5cqMH9N53Q899JCKyh144IEyZswYWbJkSUZTGD/++GP1fwjDXXbZRd566y218M80aXv//ferCU1vOHbddVe58sorZdasWfVC2paVlcnEiRPVwp8FS10Sa507d5bNNttMPe+6auvOzda//vWv2mNn8trNPvb111+rqP7ll1+uNluZ3lybx4YkZ3NdV5tb5/FZ1NHm6gNfffWV6vsTJkyoPa9Mgu/feeed5eKLL5YuXbqo8eW9997L6DHdxtbvv/9eLaC/++47Wb16dZ20N3M+e/755+WDDz6obeuZVLOY1/XXX3+p8VWnq9d1Wyfd8swzz6wTSwzznv/3v/+VM844Q9ntvPrqq3V67FdeeUXN5RCX9ZVqOnv2bDWn6XaWqXFdX1+vXr1UP99yyy1VW3vkkUfqZE7hu/V9R8l/+OGHy/bbby9HHnmkGuMymbViHptr5tjbbrutHHzwwSpIksljm+3t008/VWpqxtWLLrqoljCui/7NuPrggw/KbbfdJu+8805Gj2seX4MxdeTIkSpTLNPzuXM+YVz58MMP1bXr+dTCIleg5wbGyieeeEJuvPFG1ZYrKirq+9RyEowPxcXF6v/8i90fdoPMDVOnTq3v07OwyH5ELXIKF110UbR///7RjTbaKNqvX7/odtttF50zZ05Gj1ldXV37/xtvvDF6wAEHRHv27Bm9/PLLo59++mm0LjB69Oholy5domeeeWb0jDPOiObl5UWvueaa6OrVq0M/1rhx46LnnntutLKyMub1Cy+8MLrZZptFr7jiiujChQvVazU1NaEff9WqVdGqqir1/w8++KD2PN55553oVlttFT3kkEPq7L5rvPHGG9HS0tLoN998k5Hr5vuc91vj119/jbZu3Tr69NNPRzMNs61/99130T322CPat2/f6MMPPxxzrmHD/M5bbrkletJJJ0V79eoVLSkpiR533HHRWbNmxZ1fWDC/kz615ZZbRnv37h3de++9o++//37c+WXy+Lfeemt0zz33VOPa+eefH61rlJWVqXH1tNNOy/ixzOvmPp966qnRtm3bRjfffPPou+++G63LOWXgwIFqTN95552jW2+9dXTJkiV1cmzGVPrXoEGDorvuuqua2yZMmJCx45nt+Kabbor+/e9/j7Zo0ULNJ8xndfnMv/zyy+jRRx+tnvkRRxwR/emnn6J1dc+7deumjv23v/0tWlhYGH3kkUfq5J7T1pjHd9hhB3UO9HPG2UyMa27H1//neIyvF1xwQbSu7vmOO+6oxjbmsq5du0bvvPNO13PMBC699NJou3btok8++WT01VdfVf2N+79s2bJopkG/oo2/8sor0U8++SQ6YsQItZaYO3dundx3xrXLLrtMrVubNWsWPfjgg6NLly7N+LE5Jms15tMmTZpEhw0bFn3ppZcyekyzHd19991qvc6xuf//+c9/oosWLYpmGuedd57anzCfjRw5Mtq0adPoySefHP3jjz8yfmwLi7D70Q033KD2fIxZrBP4v9dexSLYXp6555JLLlFjMXsc/p0yZYq9fRYWPrCEbQ7hjjvuUAuv77//Xv1+zz33qAnk448/rpPjs+jv2LFj9N57742+/PLLagMAqTN79uyMHhfyokePHtEff/xR/T527Fh13c8++2zGJ+wnnngi+txzz8VsODNJ2prf9dFHHyny6B//+EcMaQuhwgSXCdK2vLzc870jjzxSbUDCJsn//PPPmGt/++23Y4IQK1asiI4aNaqWRMvk5t5cVNC2d9llF9XOIZXqYoP9r3/9SxFIEOS0c86D9nbMMcdklLTVG+v27durjfV7772nNluQC5xLXZAKF198cbRz587Ra6+9NvrYY48pIumEE06ILliwICPH0/dRX1dFRYX698UXX4wOGTJE3f+6AKRR9+7do1dddZUKFEEkQWro+55J0KZ55l999ZX6nXGNsZVxRiNTz/2BBx6IdujQIfr111+r3//973+rY9P+Mg3uNf369ddfV8+btpefn682EXUBghEbbrihIjcYVyGS+FfP7ZkC/Yr29e2336rfuXbuOT8333xzRo992223KbJW9yvWEByXAAVtoC7Gdef5ECTI9PrlmWeeUWM6BD0BIQKQkFnMKZBqme5nU6dOVfeY9QSgzbdq1UqtH83jZuL4zOPbbrttbeCPMY1js4YEmXzmjGnMX/q6ORZr5TZt2qh1TCaDUoxtPPMvvvhCkaScA8FfAhQQ5pnGP//5T3WfIYgZT5lHue5Mk7YIDBhXCcJo0M4gcAlCZzIYZ2ERNhAwsOdm3HrhhReiV199tVonEIyxpG3yYJ5nHDL3rsyLBHUYkydPnhzq87OwaEiwhG0O4fTTT1ekrd5otWzZUi0MQdgkmpPM+OWXX5QK67PPPlO/syCDUGEDaH4uXbCBmTFjRsxrzz//vCKPACpLNrd6wQ+Z99dff0UzAc5jp512UuTJa6+9FkfaXnnllbWkbSaA+gXCbptttlHHNElbXjvssMNqN0Lp4vrrr48jDlFdoTbWgLweMGBAdPr06aFtttg0s2lnYwPGjx+vfueemyQl11lcXBz9/fffo5nG//73P9W3IDXWrFmjNryQKShl9CY3E0T9ypUrlQqLzZaJ22+/XSleUdpqIjvszTUbWRRA+jnQxpo3b64222w833rrrYwcV4P+hbqSxRuAMCbyjjoI4jyT/UwThhq//fabauf33XdfxolqxlUUYGPGjKl97cMPP1TXTGAmrP7tBNdEcIY2pecUNiWMrQ899FDtnLJ27dqMHJuxg/lMt3WeP8d+8MEHa7MMMkWoMGeg8ETNrcHx7r//fjX2OPtf2GAONUlyPa8RJGBMN8fcMMGzZJzXJCHPm3EO0p6NKdeun33YWLx4sSKpmUMARBKEEuey8cYbK0KR+xEmgWd+F2PobrvtFn3zzTdr10o///yzOge9hskU2OQzX5tgnjvooINUwOLRRx8N9XjO8eqHH35QJBrPn+unn+mxjXvBnBaW0tb5/AjGQprOmzdPBWLNYzO3kk2i5/iwwdhJgEAH/PR9od1HIhFFmmulbdhjPN+NotcEcytz7NChQ9VzyBS4Jo7B2soE/Q9iBNI2U0FQfc9p3yY4F4iuU045xSptLXICjJfs/xAQmGBfxPjBnJmJ9VFDBnM84gStptV7WsYN+AQyfpxjh4WFxTpYwjZL4VxAshAmHR4VDNF6k7TkPSaPsDYekIOoSnVaPkAVAkkJiDSaC2+IJhbjy5cvT+u4ECVsGonEm6oXSOlNN91UKUMgj/R1g6eeekqRDmwIMwFS+FCzQqSZygju0RZbbKEUcWFsdrw2qnw3xxo+fHgMaYvqGIUWkd50ATHJ89x3331rX0ORAYGAwhfSWE+ibDxPPPHEaJiEFam5bFx1MGDatGmKOIC0JXXm+OOPV9dLBBY7DD8VcFhKU+cGe+LEiWrDD7mmgySZ2OihwnFLx4fI4RlxLzKhCOP6tLqQe83zgMDiddJn6XcETjIB7iEEDqQKYCxhk08bwIIDop7rZtOfibT0goICdd8hLhjLAEQCacuQ9ZkEiiMUHJoQN5VKPG9IW8bbMOA2xtDnmTecRA5jP+2cFOow2rjbd/BMeeaaKNbH5jwhsfhdq57DJmwZV5xjJ/PX/vvvX2u3kynQ5jp16lSbMWIGitgIhqW0dbvnM2fOjE6aNEkF3QjAatKac2LDxLVzHmEfm9/ZlM2fP18RpcxdOlBA++a4KH9ZA4QBcyNN8ImAFCQ9QTfGM8Yb5lYIY+bxTNhK6Xvw3//+VykMue8mCFIwtkGiocING1pFTeBjn332UQFm+pk5fxEcOPDAA2sDZWGum+jHKIohLskSIgBoHpsUefobY10m2jqkAEE/HSTQYH3BPA6BeNRRR0XDhB5jyUZjzchYYwJrJZ4572Uig4L7wDjG2k1nBPEMNFCUQ5hAoKa7bnW75wQeCUbp9qTXapwDQWfOCxuaurBmsLBIV0DBPEU2jn6N/s0e7NBDD1VzFuOauU+2iL2H5r+AfWRRUVHtfKfHS/Y0jMncU8ZOCwuLeFjCNgthbqxReaJEACyyILFQnZkLXxY/KFDx5EsXHIvNBUQBBKmejFjYs8kkOm+m04HPP/9cHZ+NWKrQgzobKxa0kIJaaYvXGQQag7mpiuJcIRwgbNMlFcx77pyAOSc2HU7SFmINYjPMY7Ophahik6mjkCgm3EhbyKwwFguobLguFid77bVX7etsnplYIW0JFnAPIDnY9Do3n+mA70KRggpIe+TqewKZdPbZZytSjY0t55IpVYw+JhsdghN6E69fN0k0rQRM91hOQEhDKDhV4yjj2GzhMYovXTrX7hccACi/aGca/M5933333VM+ZqLjayUz50Bbu+6669TrqK822GAD1ffZ6IURINCAMIIYZBF57LHHqjEGkpZnSyAIkhzCEoTRz9yeGSlggwcPVsQl98X8DGM99520+TCBlQxqL47FGIYay0xT1mMuJLZpAxIGIE8g5AEBAjbxBAM0WQtQU3NsVP7pwqutc2zamSa1NBjfmMsgesw5LsxNCyoTxjqtstOkNOcKicr8i9IkncCMed1aqWyeAypulK3aR5S5G/Ub80C6qZ5e91wfH9Jq++23rw3AEAhC/QeBH0Y/w2oBEhIQUKUP6XvMOuass85SxBFqR4Jw9D+tdk5H4ev1twQisXRCaQthrUFaKIQliq2wN/2sH7g+1lBcO3M3Y6g5rjPvM9/T3sNUNiMoYA7TVke0K459zjnn1H4GMoQsAuaUdI9t/j1kpelTjIqf9Ypps0J/wFOV9S1r6XQUzl7njuCBMeTxxx+Peba0TdasPA/I4nQz47yOT/unjWvo9s+zoN+jgtXjcCr33/wbvT/RoE0xrutMLB0oYo4lGE5KdNgBAguLTK0T2Bfp4KoeW/DGZg7jJ9NWYbkI5/qDMUKLIZiTIWdNkQJ7Ol4n281aTVhYuMMStlk80BHZYzGtU3ZR3bC5ZgGqFzyoBVj4QuaFtdFCFUAqCAQGC1292GNzjwKIycpUsqDeYOORzsLbPHdIS9QPEDQQNkyIENRcO2pXPPDYWFLAg0Wp/ttUJ07zvDkOZDE/5kJek7bcF9MeIV3/N/PvuK+ojNiwc+8hLfRCgQkNn0Ve5zmYm4B0NnvmfedZs7GkAI4JJlxS1HnGEDtsvkyCJd17DilGVJXvRdlppgqbaZ34a7LRMNtfWOdggv7GRo7+Z6pTdBtgo8VGM1WViHlcNrcEPLg+QF/DGoA+zrNnA8prkKaQXRDbkDqppmKZx+aYkAYspnQ7hCxjs4XCFHB81ASogcJYmJrHR71L2zJVSChO8XbU1gzcYzaZEC3pkhocjzYGGYwygnRwXQgFJRDHgtCg3+loPyR5GDCvG9LGzEag7bO5R/Wnx1r6O4QxzzwsMoXnRyosfUwT4gQlIMRpcxDmLKoh8dh0E5gIi0ji2NgOsPnRCnK+G8sNfNF5vtwXCCbGddp/mMQhBb1oU/p6aPdstrBd0aQt7ZAxjnGfzQPvk7kRxrzC8zbvJUFGlNWm/QHPBlKDgAxtM9W0aWfBFAKNeHEzzuqgDOOO9oHnnrPOoL1phLFpgvAmoMm4bdqOaKIeQkerPwkEa6Ta5sxAJuM3awNUnW6BZNYQBANp99yHdINR5j0n4IOalR+Nu+66SwX7GHcgyhiL6GMQ8/pvwyRtIUsJhHBcADFIlhJkHYQ1/R/FMffIDBiEAeYQAl9k5mjQvhhT6W8EoOhbYRzb2da5pwS66DvMkYzvKNYh7WmHqMfpC3yGvsA94fV0j02AD7W2WbyPZ42ajEAYbZD+TVtnbmWsp92ZAcRkYd4zxjCOwX4AMJb36dNH9X3usW5b9HHmfdYTm2yySTRdMFZxDNaMZOTouYt1Kn70jAHMYQRG2KcA+r4ZOLCwqE84+xHjM3sQ1iuM08wNtF1dFJTX6cdmEMiStlHXe0FdAvo+lkf77befWt+z5tSe2thPsZdknc1n9N9a0tbCIh6WsM1SsKBB0Uqk3kwFJtUM4hJSA3KPdD7IWr3wTWfRb05cKPxQnqDoQ4kAWFwy6LLBRu3Lop/BGIIxnYW3OcCzeGYQh1RgQQtxyqaOAVynybMZ47pREYRx3RoQgRyXIkCQctxns1I9hB0LXe6LTt93nn+qYBFPmq4m4lHjsNhHJaNVpyyEUYxAYIWdpozVBpspTVRphZITkB5s+HjmTq/hVMCmhhQ9lNMQ9EzaqM80YUd70m0KYpENAgsoHa0N49ppVyg/UPRpEpaNl055gtxABcxmkM/ponem72iq1w5pw3PnvuvNNefAZhZyC6US/4dUA2z0IGzTrXLNsdlUU/mW8QOVmyaBsSTheGyA2dTzvu5fYW3qUTJClnDdZ555Zi2pwmYfsopzwJqBZ02fT4fU0Eof/haCCrU2ZIYucOBMu2fTS9CIYzMGa5VtGCAIwDOFkISs0YDEhLSlb0NoQWjwGX2/w1TAsYnm2WuykHGdzTV9mjkFEpVxJ8yxVT8/gl3cU50GDTkMiQS5QCotJHFY85kGxBHjOjYbEDf62MxrzG/0P+43169VaWSrQGiYAZtUQT/imtjksYHR14XSDhKP9yF72LRAfgCOjdo+nXGN50yAjbmFQCNjK3OcHuMgzhjH6OvMdfqeh0FQM48zthHgYq5mzNKBToh5Am88b8gbnn+61hf0VV1cCmhFKeS/CWd7YhyFYKWvOb2sU7lu1m20M+43fQovbNSFgOPQvhnfGNvDuOc6Tdc8D32NkOC0Z+37DmnLeoZ2BoHK89cb41Q2yBzbOS/o62HM5NrNe0qWiC5cyjyazrHNY+psCdo6a1L6EOMY8zn9l0wljs3zIHOGNas+T+YWHZxM5hmYn2W9SFtnXch8BiFsznO0ddbMnBP9gGOzvmYsSrUIl3l8vYYiOMFzxQ8bsEblGLxHP6Cf6XUE6y3Gg2TnFfPz3DdIF4QEHJf5XNsq8TlIGY6ps3P0WMpxTWLbwiIbwNhN/6SfasES5CzZCux76V+shxnX6OvpCoUaOhAisJcjmMVai/UVay3GAfZT7Dm518y97K3SnQstLBo6LGGbhUD9w8CmlYYMZKRHQhiiAkL1A1nEIhVSQy+aw4pKsagnYs6mkTR0FmI6fYr0YTZ9EMYsAtlUprvw1oCM01V9SdlkUQe5gurILEDDBgR1RJjROFRVXJOubgtRDmHKAhwSRYP7zQI1XSLB/Hs2sNpLEpAqwuIAlRdVhSFPtNIWojLsqs4QBlrRRUAA/0YW+aanranohEDmXqW6wdVg0uZ7TMUy6g82dGalYe6V3ijQJ9jop1NN1Nx00JY5FveZhRibC50mzKYTQoGNHveDDTaLDQIoLOyS8ZnkWZnPiw0b3wH5Czmti/6Ylh+0fzadvKbbOAEMNoTJplKa10xfZiPPGAJZh3qARZNOzeU1CFM2tyjaw1BgmdeOMoF7ynNn485mjgWyDkywuGMjCLHJc0lnIUfqK4ttDY7JfSZTwCy0Z5IP+jj0S/4WQjlVmPeM/k1bQ4nE5gCSkuvWYDw//PDDFYkAsZHufXeOi/r6aHsQlGaFeogrFtZYIJhWOKmOrV7jI+QVz9tZ2IsxD/UbY3+Yx6at044Yt5k32BiQRaDVMRAmEBwEwiBTteciSnbafiopy+bzgjSlLTPGom5j02LOJ4w/9D36I4SuJjWwa9Aer6mAsZPAmqnShUSFOIbA1qp2+hwEdphrCO4zJJbuzwQG6IeMoQScAPM514e/axjrB67JnKMIzPDd3HsyBLSi3W0MgcCGQE3XUoo1CX7sXC99lzmK58h36+AmGUOMr4z5up2ket3OoKWzeBeZG8xZ+p5rmEHQVI/v9PzVmQoaBOBYt5g2K24IIyBDeyPgRR/XYI3GfA6Bq4Ob3C+zP9NmCFwls5Zwth/aDqp8ajzodTnjOv3M7Iv0MbJU9H2HLIf0SbaYptM2B1KW9TntCbuFUaNGqXlbryW5ZuZYguEQKHpOwX6E86bPBJ1XzWeFsID5k8wrPVcSIGBsNTOgaCdmcJkxiL2NrQZvkU1g3WMWAiU7whRlEPRnfUTbZi7XY6b1r3UHogcCtezjAWtKAmpalGLOmax5rLLWwiIxLGGbhUDdxaKLBTgEFpt7IuMsLtlouxXmCGviwF8O0hSCkOPzw7mwoSTSqBeczoIFyR4fYtD8GwZsCEJT0Qo4JqQtC3K3AkBhpNIBFMMs8gF2C9wDFAQo4iAz3XwkU73npmpLq6fZ3KIEIe2Gja32T2TDwcKBRa6ZPhcWWat9gHWKNGBTg3ctCxgIJLeNHcRmurYIbPLwKzY3WoDNB4oUlCkEL5wLK9RymlRNFuZ9Y7MEkaDT7SFPIcsgE/WGFFKZ980Ntg5YpHoORJZpzyhjNOhPLAR51lrx49yU4uULAZFOGiWbdzaqZuVb2gCkBhts0hd1uw47KAIgkNg86vRJwEYWhQ7KKJ6B3ghz79MlNSCmNJGjCxNCGkLGY7tipi27gUU6pH26VbW5boJCBIIAG2c28YzpWlWpn4U5rqRy3RRxMv8O8koHPzRoS6gb/JSNqYxvXKNpcQEJa6YOAohRxlQ/j9ZUju0sSgdpQZ/ixwTqS03aOq1F2JhpuwxImGRhnjfkM0FIXVwI0pB2z1xOQESDtmX6QEKwMPaRjpkKOB5kFfOIMxOE9g5BzJrCSRaFsYbgnnLukFFmBgbjF2Mt991JIKZzbO3zbrYt2rseNyCW2ChClqOW0tAFFPX4RkYJc7yTEAsK5mvmDRTbWlEL+D+kLfOlW0ZKqtcN6W/O2S+++KIKQkGI6ewUgIofAjHMQp0EN8yUdoIizFsoKnVgH3B+zFdhFnSj/ZoWF7Q31K20dVNhDVB7EhSFWDSfCWnPCA14Xs7Cf35wrrsJeBGAIain18O0H/qck7TV4HiQqk47lFTAM2ccIRvL7GcEmyDqyRxyAmIVL2GOH7TAH/3WbD/cZ+4dP9rKCTCesHZhXjHtMLRFB+2DtVsy99zCItNgrUQAgz2gJhfJfNH9h/2aW+DWpu17g7ENcQLrGmdBW+ZhiFtnoXCrrLWw8IclbOsZboQjC1KILNIvUFqyKEMFBJGL4lNHtdMF5JeTdCKFCwWfqcJgA87ClB/ITOcmP9mBlgUjCjLz75gUScVFFQQ4tj4OSlM2I9gUpEucAHPxbpIJbKh0iq5W26AohjxkwtEkVzoTC89QVx1l48Oi3iQNOC4EqiZ1IR34HaVlJqK5XAupPzwPEyzQud9sxGiHJiBzITSchbESHUdDtysWQbQ11FjOAABpi5BZuggaf8N9on2mstFxksIQSywoIGjNDSUbHl6DdHD2Dch0lOf8nfazSgSenanQRG3Chor+jYLPBPeA50yAwtyMo5KheAlESzqF/Vg8oTbkmaIEM0F7g7TlGCymzA1aWAsp7hmkMMEQZ0EnFnWQthAeKMPSDcpAyJgew6iHeW70Z8DYQooy99pUe9IWTdIBcpnNr7PadzJgY8w4zrE0YasX/JC2kA1uXrmp3HfGKKxN9D1DQUqQj/ETkkWPd1wPz9qpdE13PqF/6GMT7EPFpckcMw0Wn2DG9XRT4TUgTbR6Q983lI0cm82YExB0EKcQ97qts5GALGU8THaMIbBlEqC0YYJstDmzPUPa4pNOwMckbQHjKUQc8006pAZ9GaIOopL26ywKBMFDEMJUWIcF1ibcW2yLnP2YsZXzKiwsjCGSUwXjKMcyiXXmC2xeWKfoeRXVFMQhbZFAMRkFkKi6nRIU5v1kCHrnmETAlVRvxjatdDX7AWsbnoczqJAK+F7mL913GEfY/EIwMFYxxtIPCXAT3KOvJVK6JgPTa5s+w/+ZX8mG4B4w3hAg4n4yxzGnhWHpAhHNmsRJlNAOyIZiLDO9wQHrBchJrTjV58x62kn2JwqyagKW8YVrZk6GEKYvmeBaafv0ccYgDc6brBzm3mSDQWSZ6eAi34+CjTmD9qY9wc1AOP2MZ2Fm7NAOUbXTPoKuXyBkCXaY47RW0DOnmYFfwBgI8cX6xpzjWbcz96QahLKwyCQI4jKmOslF9lzM12HWEmhocFunMg6wnieAyP00i6Szh2HeNgOLFhYWiWEJ23qEOQGgJmMBqTd9DGqQd6Tw6kUoGxDUrmYKeapA+cRCzEkCoi4ilUFDb/aYyNhoOf1bUwHXoReAECh6w8ziEm9JPZDriUAXk2AjkO6kiToAkpCNm/bwM5Uv2E6gjtApW2zcuU8QLekem+uBrMZqAlKQjYSupKzBpoMNAG2Bz7OQMFO3w/IoNkEqGxtK7e3oJI8hPMy/ZQOcjPea+beQCSY5CzFJm2JDqRVQvM91E+l22j+k8gxYLHDPtS0BP6Rg057Y8DirqLMhQfWIAlO/x3HZbNBmgipTAIpRp7qJe0c/o+1Bfpugr5O6CGlkLoR47sn61nql/7LRQ4HHOGK2J54NhCmKmrA9kjUg7VDrQxY62xDPhE2xDtqkCq34YjOp2xqEBhtVCGuTtIXk4DlD5kA4oITThADjFLYvyVhfuF03z5TNPepCPLBNcP9JG4PMNauopwrGa33+tD19LhAUWBFAUtK3GAchDFF7ham+0+2JMVzPHZAXXLf27kUBCsnCeTgDNakCJbS+DrOf0J7xzEWp7xw7GYOxXzHB3yabpsx3E5QxSQ3GbwgWiEDnc6U9ECxgroPMMo8N4ZlMurBzPNQkJf8SEGS9wLzq9OIlkybdAKDXWIyCEZKQAK9zU8Z8igo2jOAjQRkC2LRjM5AFqUdA0VRQQ1ChCGTsgaw1nxXtJlU/dggts78xfuBTq9ui7n8QbLT5dK/bObYwfpmWUawjuW7mOwpqMX/zHLgn6cJ5bEhQNuUcE9BvWD8xZtLX+ZfxhvVWWGo0fQ6QxjrdFrBGgRxlfnFaRaBqd9rdJAMyr8znrAl5gl60QTKRnJ7/9A3WUwRBnc882fGWcZR1gjO4xbhKoIo+4MxiYF3JupVAmXnNZDUkUyzVVJxzb7XSkDEK0pbnq5WJpoqX87Xp4hbZBrc5i3bKmpO5gaCaGdwiwMZclo49UWO5n8y15n5JC35MixTGD/byzBuWALewSA6WsK0nmIsoVAC6OAApQyhfzEWnHghZAJsFgNKF/h58erTagI0PxCyemiYgd1BhsglM5/jm30Ias+DTKbwoGlEqoVrQpDAkHoO7SVKnM9CzcUMxCikLWae91/R5seniPYhT7gmTC6RGmJWcIQqYyNjkO4t2sMiHLNRppRBrYZjbm/cMwpHr1MpSlDgQKWw6zPRdCBXT1y+VazePC/EOgcL95Z5qIgwSlE0lCyPSGHXhobAKXZlp5tpOgM0PGz6Oy8bWqUKDWCBt0nnNqT5/SBOuS4N7DpGDSoUUXhO0+XQIauffQTRDGGh1CxtrCGEISkhSs12xmdR/G1Z7gywyN4ls5jg+fd2puCEYEMZCDoUEqlLGMb2I5F/aFWOtJm1NVaBJuoXh20sgRHugMZ4z3rG5h2AxQf+GEEh3bDGJAAJsBH5uv/32WtIKogElIH2dvgaBzDhEG0gX5rnrTBCUnPq5c+951hAMBAy0+hWf0XTgZm2DctdsVxD1PHPS453P02zrqbR32g2bOf09qMp0Bgf3m3uA0s5pvQFR7QyYJAvzWmjv+FujHtXKWdoDil2etxtpC1I9vnls+jPfj4Kb+8591JXoUXzqQpphHZvgqW7rBGdYN3HtpiqZsUWTtvq6IdhQNpo2K+n0b66LNoyy3Fw/sKZhfPPy3g4z6ArhT/tmrjJ9/jWZi9KSc2RNlW4QznlsxhbmNBSjmrQ10/UJPHJs+nq6Y7pJ+LIu4zshQ00VN5kF9HM30jbV+w7ZTGBXP0uCyFyTbtPM1bRH2iDnY8IZcA0DBHrMoB8BEcYgvNCdQg7m/HSKVpp/w3qF+cJcKxFwxfoAD13aghssaWuRLTDbM/U3EO3ogCIBfcZIxhWCEcwV7I/Y/xHgs/YH/vdTi6rIioT8JmhL32e9zT6W+Ym1OHtviPEw1tcWFo0NlrCtZ+Bxh9ISogylDunyKG9IJUBxw0TBQBdm9Wzzb5mw2FyzyWWBB9iAkNLEBozJix82gjqVP9XjOwdnFru6Cj0pjJooY+GN6o3NHpsf1BphVuSEFISURlWqCRUN7jmLUBbgTD6ojcOonq2/A/IEYui4445TG2k29E7lJOo3SAA2Y2GY25vnjVoEjzEIYQrKEf2EwGPxDVHMvYZQZVIN877rquEQwBAKTOJsatkAARSIKDshdLk3mZjQIWhNkohr4zVUaDxnrwJDqVbQdh6b66ewkLnxpN9BLGhPRb/vSOXY9Fk2WWyq6Oc61QsiTZO2kB5eRFYqMP8WNR0EHaQVAR9NqqDOYiMMseLc7Kd6fPqVqeiDPON5u5G23A/T0sNUL5nPO9VnwPeh2i0pKan1YdakLX3PLU0/zCI8jDOMo4xxbKZNMpdjMN5qVUm6mxG3Z0UwQlsuOL3KGN9Y4DOnpXts5/NhfCHoibWB2a4gtXjmbgGBVNs6mxBIDA1UmnrO0sEwXmOMJ/Dm5Zec7jNnDGeuQrUPcUqb117wtANIW+41zyJMNTVgrkS5SgCOMZQNrx5jaPcomLn3KC/DgLb8MNsNc4gXaYtiirbuHNvDmlc4H9LxmdNM0pb7QGA2zPvN2KatWSBDUYJxHawhIRVIjXfLwuDv0p3Hzftleqij1NZFEt0sBlB6hhV4BdozlQJbtGmsH8yML9ohxAtrWGcQNlkQ2NYFvQDBLuYM3a500VXGdUhb5lfT8z8MmPeMOYXxjSAzbV2DfqZJW72e8vqOVI6rVbasYbBZoJ/re8v9YPxhrei0R7CwyBY490AEs5mrEUwwdhGQQLzDPEpbZl5nfUx7D2PP3ZCB4AwbJwKECI7IaGJtz5xLsBQlPhZ37H1Yl4RVpNzCorHBErb1CDZTkBmmXyVgwwNhqiPmbABIiw9joHNbvHF8Jib87vRGE0IFgokJDC8+SJ90iEvzuJDTemPFwo97YFo9MDGi+qKAARuhdElL/LPYTGhrCSYVNnFMIqiWnYtc1E8sRMOoWI7Ch1RIyAsUd6Z/LvebzSwbaXOjZX4mzIUCxA2eiijgIGhJFWRzQ0opG0EUzmysOR82g2FVQmUxxHE0Ka+fCWo7Nppm8SFTBRbmhK6/l80FZD0EsT4GGxGeA+diFqYJA9gx6CI7qIFYzGhfXkC7ZBEDyWKmeIYBiEr6MO2de8xmkkAIhB6AqIewZVOqN59hAtKM66WdoaYmEAUhr1PO8QwjSED/d1Y4TxZ8JwtvZ9oo44cbacuzZmHutLcIg9DQYCNP8IFNAWoO/Rq+qRBMtP8wQIaCLmCHWh2SVh8LNS/XCoHh5hebblE587rpU6b/Lwt1t/HNiTD6OdenfSFR2TJvQWqZpC1jcKrFxNwAWaSLLxFgQ1UCuQNxQp8ySVvuAUSLW/HKdABZxeZTV7dG+Yey3FQuM/bhJRqW1YkGQSbWBtrvV1uRQKZpcD70cfpBGGATqNsLBJoe171IW8YEzildGye/+8bajHturlVYs+Hd5/QXTWd8I8AKMcd30o41ccr8TGCMfk4GlLYZcfarMPo4QQfaMb6/pupTk7a6MCznFKbClO9i3YI3sp4/WFvRp52kLRlZvJZOWycVmnUYwRfWobRfxjLGMVL+uVaer0na0h8g75n3woBT4QpYn7A2g2wy+5QOjvBsnN7R6RyXNs3zZc7UNg/sBUzSlrUka9x077mFRabBPE1Al7la732xo9J9hj0iGSP44ZOllO7+r6GDgBziG13wkTkZ7oK1vQnGBXNcseS3hUXysIRtPYHBi0UepIGuCm+qMUgzg9xwThRhpdOxCNOkFUClwSIQElGTJxB4LND4SWfiMhdxbHBRG3HNmkBh4UfqGaQti3A3VUqq142iDUUdEUAW3EQB9fezqWJzDWnL5KzhnGxSPTabZjZWEBeoglAZQhiaxAn3m02HJhd45prQC3Pxy3ex2eNcTKAMQSGlC/Y4EcbEysYH9Ym+x/r+o7yDQKbtuZ1vWMC/Ey8/2hnH1qmaJmnLgoMNv7MQUDpAxcrGjo2VbutsLLnfJmnLhgcyPUy1IRs72jVkHqBfYQGi1W+a6KCPkzYb5gKK88ByAPWmLpAIccNmG0WWCdodSsWwFL2AAhEEf/T98CJtUZI7i+2lC02W6GMzxqP6grQ1lbaMvxC26arO+HvGGa4PopbjmAo4k7TlXrupRcJQcjOu0cchJs3CkAQjGNe595q0zUQaHEQFfVyD/uRG2kLopdvWmR8YR8gaoE1DlHD/daAN8hSFiZO0ZezF1y0sqxFNVOqikPR1SCQCJID7rQmlMKxOnMcmAIlPph5jCcho/z8CgNOnT1f/h9AN45mb30H/5v6iKNaWH16kLSRjWBtuFI56TDXBxp9gGPdenw9jYJjjKvcTxT7PWBMM+vs1aYsqjEwDpz1CGECZxjqKYLozqIwNAcE/1q2ZLCzFGhXFuAbPnPUT47hJVKbT1gkgkoUFGKchyvkxs7EgdJ2kLW2eoGsYz9xs62TJQIhDhugxnbEcn2KTtIXQ5rzDanOM6Txv7oEulqc91ynMy33XpC3jm7PegIVFtgFPZ7J7AAEW07PWS6xhyUVvIGxiTNY2OGbBNu4n+45MzEUWFo0RlrCtI3htWJhASJ/TXn96Qw2RR0ptWHDbXLOJNtWNTGQsAtlY6oh+mBMXm3kUf2xo9aZGnxfKGYrisAhEgRbGJEkhGjaRpEaz2IY4YXIxC4zgaQtZzCIdCwLSNlikprvBhJzhHptFpVBbQuBCkplgkc15oVbi+sNOW+Va2LByjVrhZR4DUgUS3dzUpwqvQldspPUmSFdZBhCXpNWGCec5cN8hs7TKEVKNNB6TtOV80vURdbt32t9Oq7g5DqQtafEogZwIQwVFwAVCFoKW9s0Gy1xI8R4khlmoB4R57ZDQBKMAymrz+GxsTd/edP16ze9hM4sqCvKAyuVO0pa0Tb2A5DzCXIwz3qAu0EWj9LE5DgpH/Gu1EtJM1w2DzIK04/rMgIPuY1rpSx8wbVbCAgEXAi86Xdl5Tcw3KLLo527ekulAHwcSDVLaVIqjpmFMRfFmehaDVJ87hBj2QBqM8TxzZ1ESTdoyrmrSFmVeOqSG+TeQc8wxjCWQJ/Qt5jrdx3QmC17F5lweRlsjIKIJPKw9eO4ECsxiLYy5zPdmcDJMop4+BfmtLT9M0pZngppYq6g0wmj3BF7J0NBe7ybwfGfMJRhttq+wxlWyAejjPGf8UrXViP4Mx4FQRnENmR4mCAJBkGslFf0YCy0ysbSVFv+nvZvWWanC2Vb0egUlPYptszAfzwJ7BNq6Vnu7fUcQMEZhGaVBv+ae075R7ptrN0hMXeBOB+M0wppX6GNkqUAu6XFE33/WtfR90x4hrOMzjqBENNcI9DHdzyDHUdpyr8y1pCVrLbIRjAW0UzJJWSt89913MWtS5in2w1pgYBEPt75NcI7xiTHfWbCNABNjcrJFey0sLNxhCds6gLlwZPDiRxO0LMJZbKL01AtwFlsoLU0lQVjQafGoS93Oj80GSlQ2/mwwwwLEMJsrXc0WUgkCjWvU6k5IWwjjMFSOpH2j7DInEIC6kUW/OQGxGWEjxnNAlZiuZy1/j/KHNDGeqV48cz/NgkfmBpJNr6nOCNv2QqubmVT1wl8f4+abb1akdbqLbXNzjsqOBZL2DkSBgwKJTYYG18qi36yUni7Ma9BKP84Lspo+pkHqE0QOm2+T5NDnlQ4gB03VMOnqBAFMlQobHjaCTsVzGBs8NpEQgvQjFHCog0xlKwELgiM6mBDmJouAAO2Jdk8gisATG1rzHjP2QDCaxYjCUHlqoP5CVc/GntRdk7SlDbIp116QYW6uIRG4LvzPtJ+j7ouQCjxvfkz1Xxh9nH7GeAMJT0quTtMHeoPNBp9iNbSJMJ+3Lk4IQafvAQQ9gRg8cnVAkONCLIRd+EiD40AW0f5NMLfwzPX5pQMyTVBla4KKoARzJUE+CB2u2xy3IW0ZcyDxzKJ76VoKoahmk4T9An2Zew1pbBJlBGVQcKer6HUeG6KYNozak37cpk0b9TtBVg3GHv38w4BX/6TtEYSlr5ukLX2NfqCVVGG3NWwHSktL46yU8G2GQCNYFEYfM48PMW8qd1nDkTHjpl5C6ZTumOa8dghJgu0QlqxfGeexOeI+MIeTGgvoA2EGwZxBRcZ2iERnUVwITUj6dIICPDPmK9aCgHUi7Zq+S/uCKKf9m+ti/s+akfVF2CD4xFyi7R54/tx/ApGMd5wv8yprWm2rFtbYzpqF9SsgQ4Exh7U5WQxkqQHmVgI2VoFokW3wGgcYNwgyMD/owKPORmHPbRZZtnC/nzo7T4817GHYRzH/aTBWsS7ixxYWs7AIB5awrUOwCEL9wWSBuk4XGiKVCbKQjR2TBmpL1GnpEoduG3s2cHpSYsMJaYMSCAWY9vZDfchCLMyNPcQdXjcs9NloQiSx2YUoZMOnCS4G+jAGeMhPPLV0YSF9L1FHQSiZxRS06pLNT7qejhr4+WnvUnNRwEbbLXXPRFgLYKLILPox09f3gM0kpAORUUgc7jfPgHuVKmjH2lcOQBygFCYlnvamCSoUVzxr1EFseiEzzMJmYYJjsZHUm2o2OqRIk8asAWnHIoNAQlhtnY2UJubYyHHtbGa5v6T+awKb46EGCsPbTwP1E4QBzx1A4jGm0Nf0Ios2SB+AzAyjnZnHR8WOuktbqEAcQmSZgacwF3JmgIDnC1GkiViILMYXJ2mr04YzRRwSiOKYKKhNFRjkNGMf41yYRb4g4tm0a0KQdH0WzyZpq4NSPJOw0+IB18scQqo0igr+jw0DbQ9Czfm3YfQ1xlbS8J0KZwIjTmUlipow2jpECaQNyhHIZ350v2K+pK2Tqm8+X4KS9PuwxnTaER6mpm0Ptj+QKWTkQNYxp/MczIJyYcypXDfjJ+sVwFiGfysqZshRAlJ8BrKW80m30JWZ/QO4ZtZQHEsXMaO/09YgbVFDalKTNUZYylaCLwSAtd0JgBwkEAZBqa0+sMYg8BpGarizSA73k+vT4xvHgbTlmAQmOV9S9AmMaqR6/U5VrwbrUuZQ+gBtGq9izgfSXttwpHtsZx/HRor2xPilA7CMd1igmGpar/NPFgSUua8ENJnDTXU6gWVN2pq2L9rfNV042wvjDdfP9zOmkalAwJ+gO/UXWL+zhkuXoHc7d+ZsFNVkpJC5QPAHqw0sL1gvObNTLGlrkS0w2zP7P9bgzNO8zl6IfQfjqbZKYu3IGEM7t+3Yf1wic4PAP/wF+2jWncz77OmYByiwCn9AAIsxOhPFoy0sGissYVtHAx2pFpBTbODY8BCphjzTUT4WZQyAqP4YFMOupKh9aRlYWQSy2UUNxsAKaYUaDuLOee7pVpg1wfWhgoKwZuOlPcHY/KDAMq813YkT8sYs4qTPidRgp/LGWU047MnFJIVRQ+jUfMAER9p6umBhTfq9BuQQG2lIBIhyiFO9+eSZs9mE3GNTz/upBgdIgyTln+MTEGBTzYYCRRv+kbRzjqX91yCyeY2NJqRtWIXNnOA5s+HC8w8rBu45mzFIDTN9kYVcOhtst7aCqg+CFt85rvPss89W5A7PQKfEmwjj2rF2QNHGRtoEdhdsvCAp6fsEhlishl35FuU8fdhU+dGuCQQxttDfUYASkDLbWyp9jbHLTA+FRIKc5Tq53zptV5O2LNBNe4R0CRXznLluiBRUR1oNhupKk7a0dzYMqFC1YimscZ17itoMkkZ7SvK99EkUl4wBqEFZXLPhTtd6wvw7gjQ6fZBxFsKMfs+z0FXVUaVBzOsgRTrH1uAaIPLYXBF44j5zHlrRz7PWATmntUwYbR1iFsU4Y5oOjJj2Roy3BIncnm+6x2fcwu6DjREkrQmeOYEZFI8Q5vw/zD5O/yHYyI+ZncN8wnwKOQ/RxZwC2ZXusWlHPEsdcEUVz33nNZ49Y7tO+4c8IjAAkYTS0AzkpHJ8c1xgDuOamEdYr5177rm17zHWot5mbGVM4yddktoJCHHuKypLXTRVg+fAe2yMySZi/HMrLJgMzP7J2oSgJ4EYwOaceZ3+rolxPs99Ma2fUoXznjF+43vPPIqal3UDfQCymmet+0C6YynqUbOdsEbleUOUO8crSFvGOUQPTmursHzY9VhOEJz+TBq3Dnwy7rKWQu2si/Sm09bN47I+0vsR1kWslVgvkHWn5zZIdPqfzga0sMhWMGcgkKIv04fYB7AmYC5j3UDwhbUwgSgsm8JeEzcEmGMyYx/jEIQsYzH3jLGAeYEf5l7mQNaazJNhcxgWFo0dlrCtA7DghZxi8W1udFBEsPA0VREmwpo42MxB0gJUtCjsUCKRHqLVSCy4idqbKpJ0CSwUTyi9mCj15h6iRSs+NViQQ+akC32+zvtmnpOeTPTnUefgTZYu/Bbr+rxYLLC50qoVCHImuHSfMyoQiFeeKwQR95rnzeYGUoHnD3mL4lODhbmuAJyuDQPEEcQY7RvSziQT2HxAcrCx1GmTzuvNxISOIgpFCAEQyFMIXG2L4GbBkO4GGxJRq5/oY6RVkpqL2pSNH4QGJANprJkApBzfD3ngDEBA5NMHUebR1sNeSKFUoA9DqGiPZA1UUBArtHtIS4JD6RyfMYW2DKFDUQPaMQQWm25U1RBVkJW6wB2bftTe9DMdNOBZh0Go0O5p1wS+2EDTB3QwiHH08MMPV2pXVMcQKumSKc77ACHsVJMCjoNHMBsVyAc2JOke27xfbIQgDnmuXCfPkfHP9AbX4xttLhNjKwQtqeH0achiNmQ8X+ZZAgRa9ZguIKMIAOhzoN3Rz2hzZC842zCBGfo6fS4TGz/GLuZuNkzOwk+A1yDTwsoUMYMvFCekb2lLIQ2OxfOAVOSZ6HuVzrFRUTJWE4Bhg824qfsvxCVBEshSs8gZ94SgSFhkKUpKnjPjOMFlCEyIQzMbhXGHOYafMIOP+p4ytjB/e/UHghek8RMwDXNcZ91GMIj1hLYAMcHYS1tj3oHUDdOCAaJS2wdpYE3A2kIHojg3AsXOuS5Z8GwZHzk+18D6lOshAMCzp505xxJtC+IMmoRx7cxh7Am0HzhrO+YU5jO9vuA8mdNQOIfhhw1Q7xKMIcimg6Gcl2kdxBzCGpMgrPWqtcg2mP2I9ThkLf0bCxfWLPQZ5mfGR4It7Hlp7wQhwrCia8hgz4rgg2w1DeZEBBis83Qw0TkeW/LbwiI8WMI2g9BqIBaAbJ6d3qyatCXaR/pypsCCG5LDVEGYKV2cJ2Stmb6aLpggOSbEFRs9FrhmYRZUV5ANpKKgYAkzTZjvcqpR9MTBZkuTwxCYkClhHhulI5FGiAqUdeZ5sPglpQ21J8SxqYhJV3mmi6dpuwHIJPPaIW/Z4LAwd0O66gxIcBZELPpJ0TNB6h6RWBZHwLzfYS78IYx1uiLfizoKFRTqdVTtEIbarsDpjZcOUFRCorCZR6VC20ZpjFeWfv6oYUgnJSqd7jV7/T1kBRtZSIxExZ3CXkgRJGDxRp83q2lrOAnDdI4PaQYBCoGCOt9MD2chjtIY8lgrICESGXvDvGY2y6jlNYnEJhdinvMyA0C8bxazC2tDQD+mPZtwjiFct0k2hnFs+hcktb5uJ2j7LOoZW82U/DDUzIxhENEQpTpjBNDeGPMo6sZx6d+mV3aqgJSClNZqQsDxISWZR7gPBGSc1wa5yHyaDvzmA8Y57i2kmiZX3IIQYdpe6CAY/Y15RBdrBG7BgFTnM/OcIcQg5LF3gJA3fYAB8yzPQAeA2SymY7th/g3fxXH1nKXbA0QA47xXkDfMDT/EJeOpOb5poIDURKpz7ZMuIDhYm2ilPH2a/sb6kfGVwDP3AfUl5GK6yjTzvjOmE/wjAEbAy+kvD3nP2opgFWupMLKh9Hdor1h9HaxhCb4QoHCStrTNMO61sxgwcwr32Y0k5znQBxjj6A9hzWcE7hk7zTURz1h/P/9nTQFZy7hj05wtshlkPRH4MOtI0IaxbSE4oz2YnbDkojuY68lmIkhvZtdwv1gHMyborNFM7e0sLCwsYRs6IIsgYiFM9OCFyowNHAObjoprEEFnYwCxFMYA5/wOBlVII6LiziJmbEBI3ySFEdI0DM9cgBqATZ1O/yaNi020OVFC6qGe4b6ku+B3FkWBDKVYA6pC7XWnwX1GWQzZwYI/zDQYFvgQlhDUbDSJ8HI++hgQh5wXZJJJ1oa1yWOjhSqJtBXurfMeoUyhrTlThVMB3+fcqHO/SRWmrTk31yjVnOn6YYLzYRNNmhPHZ0PJfUVhyCZQAyUUhEomirpxf7n/qFxJ5cXvjYi+JnwYF/TfhpGWznN0RrQhkiAUUGWZfrlhwe+8IcXZTNKnTdsP+pZ5Dqmej9lHaWuQ3xDUTqUTYyqbfhbszvMNY4wBtDXnphlSgzGW6zdtANI9ttt5EFxjnNOvmYpKSA1num4Yx4a0YK7QBBL3mbGe/kaAiDRZPFYhxzm3MMc3PbainiUlmfEVb1oTpGoTjENpGbZSBnJQe85r4OXmRdqGlR6NQgjSkGNDmGpgPUIgmCCBaQ+SLsxjM3/TpzVxByB1IMcZV82iLWHCWWANBTUBb+2xr98nIAPBBYHv9fdBYT4/rpExm+ALdjYmeJ35I8zgttf58FzJlNG+62YfZq7n2ZuB97BAkAd1KesVvGPp26yVmjRpotaJFJwjaMEcE2Ygijat7T4gSZk7WUeaxAtgbOUc9LHDIG0JeLNGZa1gro8gUSFtsTlyU+2net1O/13qGrBe1H2N74WwZx7VYzmkKX2B4Heq61bWB9riQt87Apw6wE9tA/o12SJ8lkwO1hiQ5KxnbJqzRbaCtsxet6CgQPVl9mFOEHTQ6yYL7/votu7jnpr7WcDYwLoM2xQLC4vMwipsQwQLTRZUqO0gE1D56KIkbAIgc1CUOr2nWJiHWZAFONMl2VgzkZlEChseSCbIvXQWYs4BHlUEm2ZAukmzZs1qq3QzoaKIYePDRitM9ReKSu49x+ceoxrgfptqLBahTDymj2YYxyaqy+ZCL8TZ9HAcs/AYJD5ELWmOYSx8dXAA5a6+FtoZSkfOBTWYCTZBeDaZthepXitqThS1+EWaygyINO4tPkcEBADPmv4AWRoWvDZp3H+sELjPeEqiVqFPOon7MNo6ykkizmZaOhsu7Bfwaaa/E9E3vZT9zj2ZY+OhB2HERhqFDBtrDZRJ+GUTGU+ktE31+JB2bOJQVpvKfcYZFsUs8Eyv4LBgPjMCLwQ/SMt1klYQemz4wwYEEm2MYl+QF3qc1eM2G2/6vS60ly685gOCXxzH6YmM2pusDUjbsKEzMbjfPGf+JRBDe+M50O+0RUaY4zrEEGM5CjjmU8ZWCDPGFJN8cB4vLNKW8QtlKfebsc8EfZCgAX08DNLWTXGnPTzxAzbXDpBLBA0gUJ0BslRgHptxnDGU46OkNAlK2j/BN8YYZ7GpdOB1vwi+aW9cTdoC+h4B0HTbunndqJYZt2nDtGfWD5CTJiBQ6QdhBD6d1+28B8zZkUgkJijFvMp50e8yka1B4IV2hboXshLig7UEm3M8VZ0BsjCCQVgg0M7MQoKs21CTo+7CmsENYah6NbCHYt7Wfvxmm2D8wY4kjPkUCwttFaPPg3UiCjbAmoK1LGQ9FhCICwiOMceTiZcqSc5akWtzBtrJyiIbiHUEimnmb/o3GVs6U8C0WbFKRItsgTle6r5JViuBXfoPa3SnoAePd7eAukXs/WRtpfd2zDmMBewfzcA1+3mEaF6qZQsLi/BgCduQQCQadR8kLSmabHBQwJi+fkTx2QywIEI540RYxa4YPFlwX3DBBWohrEljFvh4SGrFHwsvFsXp+N2ZC198xiBjWXRzLH6HrDXT2tjwssFEvRHmdbORYwOpSSJINPwjIVjMRSYLYRaiYSsFuOcUaTDbgvbXY7LTxVMgOsJQpfgFB1jY084grfT1o9LAeoNzTGeTx/dBztC2sLuAMIRYMK+F97CaoA2y8EeBB+EQ1r12Fj8ibZnNlPbIhcAmGMDigtRJ0ishFk01arops1wz1wihgSoIctAsxMEGF6UtJA9KqDABmcIGErIcfzs2tJDEptIM0o7z8tropgOunXbHphPCClLa9KBmoQe5hEItDOLSb3xAlYU/LgpMff/pBwQTvOw/Uj027Yx+DZmDwg3yguvW/U6TWZBLui2GdWwIaaxFNBhD6Ff0RSwIIK/YkEPkhJEu63bP6b+M6ZC0XDtBGQhqABFA4M/sI2HNZ8xZzowBNmIQxtpmKMxCkW7fxXwF0YJvqjNLhnOjn2vfyTCAqtbMUqHtoTKFUDGVxRQVxCM8TBW99skl+MRagfGL66NPa7CRo4gi40wmlL20K108ELCmoN0xppCdwzNgHUVfC4tAYu3CMXSbZuyCjOf+6nEMUoCAq5t6K93rhvxmTGVeZZ2kSQX6GfefsZY+D4GfTqFQt2MTxDV9Y0nJhyzG6kafB+Mcc5pTcBAGCD4zp0EammD9TJuHaAkL5nU7M1QgbSHInaQtz4XskTD6Gf1KPzuUwppkIjuJsZv1CgEi2jyiCoQWzqBEum2etSnXqu+BzgDkPuu2zjjD8zbXNTbN2SJb4CyYRwBT77fpTyg/GSsRKTGGoRSlPVPnwCJx4JI9GwEinVnAvoq5j/0G+x0sDtlPkm1jvX8tLDIPS9iGAFIV2Uhogk4DMkcX6NCDIaQtRBokm5lqmA6ciyi+l5RdTZpRWGvy5MlqI8Yg7KawTLfAGAs9yDHMyUkRZVBHHWB6vWllCIvfsBd+HBeCXC80TaKYTRYEOedr+tylOsm4bejxTGLywtsRSwLTQxE1IhOguTlIZ8EdNDiA0hZiBeKSjR4kbjr+Y5DhpO2ZikqU05BGzhRsVEiocyCV+UwmTP0hhlmUcQw27pqgN48Bock5c+1htTnIFDZV9DOIOwhKrpXnb0buIelRuYZ5zShxUA9of1baG5t51DkESTgf8xmErYZBWWoeHwIPVRJKNwgtDUgV0izTJdLMv6c4IwEASCqzUCPKbcYbNpxsdGnrBG/CvO+ML/Rx05+ZoAn3nuuGNOUzWI6wKQjzuiGFmV8Y02hjjG86ZRqlO+MsajjGdjNdNgwlN5sdCBrt7wgg8SCHTRAMIrU2TOj+CmFI/3WqYhj/GGvDTAs3r530YFPRyfEJ/LiRtgQCw+prqFbYEOk55NVXX1VjLP1Jk5YmaabvUxjjG0EByBsd6KFd0+4IstLGTN9k7k/YmUG6sjdrCQJOZOpo9TzzDsEZiC36Gf0+LEsj5gkIOa7PVFEyxnM+pIgzx9C/wiBLnSC4hL0Gz1hX4Kbd6zZPG4AkZq5nPEg34Gy2c8hJNuLMYVhAmH1dE7UEhCDsuQ+ZCAbR5klVZnx39meIatLxw4D5vCAjmDP5bgL8OvDmRdqG2c8AhCxrFx2YYKyhHfCstaCBsZY2p4v2hgGsFrhm1gymrYmp0qdd0R/CUHFbWGQSzBkEGGnLpvcz+yH2B+yBWJMxjqDi133atmt3QHyzvyFwqsdEfa8gbdnDs+5lnc0YqWGV9xYWmYUlbEMA6ZCk2msVpV7MowBBBef0GUQJx8I4DFWQOUiyuDfVXrpYAJt8Ji5S/BhoUeiFCTZufDcLTTNlm2OxEWJBirehTqkIsxCN/j+qUq4RvzM8Dk3ClE0Xz8I0TA+DzOC6dMET7gGbTK7ZLMjC80AJFlb16mSCA3yWe86GE3IpHaKaNs0Gh+tAcaHbHSnYqGx12qj53fh50s4zkUqHAokNLsQ0mxq+G9IE8tCZtswzSpVYYBOlz1v/LZtmrERMcK/x+DOVpibCIg9pc6jtAP7TtHXaG0Qi185GzGn/EOZ9J0VVeyrS39nk0+cgGvi/fs9EGOMci3IUWGwg2UiiOsLyQoOFI+0BogO1e5gBAm1zgMLxueeei3kP8pT2z4YBpQGEWphFWVAQ890oyVH2EoAjOMM16u/n/Aga4Dea7nU70+IZVyDCCYbQl03rDRbvELqQZ2EXjjRB+4Y0hCQ1z4/rhUByVpQPAxAnpAkTGKO9Mc4Agm6QttwP5zgTZj9nPEElRBCA89CBT4J/EJaQ8yaJE+bmk6AX95Q5m0KJ2s5IFw9l02siLHUzczYbRcgzrptgFIEgFJbaXgfSlvbIpjKdzCAn6MdcG2MIxwb6+1nXESQl6MocG3Z2Ds+UgJNen0DGQxgSdKKtaQI5zMKNGpDeqIg5B0h6xjKsJ8y2zdqBNGKee5j1BiBXzEAvAXYCE8xvmqTn2nn+XvNqMjD7CHMWwR6CfxCXjF8QtZog5//0ceadTBXS4R6zPoMAcZLkrN1ZZ7FuJVsknWft1j8ZzyDHsT0x16uIOfjdWWDMklsW2QjGLfZdzuwW5k5ABiljK3tD1khmIT2LeHC/zCwK7iNjEyIrbX/EmEyWKj9ugWMLC4vMwBK2IYBNnOlTqRdIpClDWJrQGw/nZ5MF0S9TsYmfIxtLFvkcU6f1mSnakCqQHmxy2WyHMcgyYLPRgVRwqgBYZEMwsPBlsc/5hbngx9sQ4kKT1KTOstFhka0BmYcyBPVGuhtL816hfoF8ZmHPvWShT4oI5ChkHpsRyAwW4yaZke79TjY4wObXDA6kcw/Y0JmevIB0GRZDZnszn20Yx2WTrFMHNSARWFhwX83jca0s4Nw8HZNtc5CPtF1IUnOhhyqGNFkNvfiDNOQ91EJhpmib4LtRILGZgxzUBVk4HpsvNt9m1DtVmJYlJrjftG0WdqjddJuDbEARh5oh7AIEtC2IQ72ppc2j/GNzbxayg9wgcJSJAAGqah3scm5iWdRigcA9CNO7lcCe6YHM9RMUIGDDOI/a2e0aw7huMiYg6yDtAOpiSHLavSZtSdMle4PxNV0/cHNchJyGJCIgoYH1AaQtZAJBFAhFyA5+wtgomP0VUh4Sh7GOOY1+BWmi2x/zLkQP7SETPs3mfaTYEWSZXjdAHDKnkC2TzhjD/IUvpgnn9xEA43nr+ZUgLApU1L+ZUNNACDsLo/KcWbMQKNRg452Ostfrb3jWPFPOIVEQIMzrZyOsC2MSlCDwxXiDcp8xlfWMXq+FCbJzIP51phfjDfMd7Z1UYq2yhgwJOwhG28LygzkE5Zs57jCHQQZgNcIcx2fCzJYggEu7Nus5YO/BuMqz0KQtQRKOH/b4YgKLLNbFpuc76wnGdtY3rCfSWTM7CXLT6x3Slj5HoJFMGT2XMYeyxrQFxiyyHexptV0SohH6LwFtSFr2h4C1KnMIGYcIa6wS1BusMxhvua+s/RBIMC6S4cTciGgHMB/xGvt61kv2nlpYZB6WsE0RXqSAuUCCJIRE0J9nc6sHvHQWgRBYDJ7ayw7ShEU+mzg2GwyiLPbc0qhIeXSm7KcLSBOtpnWmrbJAZIOfrleu856xiYFQYCOhC/+wsWBDyeTM5hISmw09E1DYqjeUOCywTdKcyCMebJwXGy0IXdS1YaVt1ldwwO9ZoMiATDM3P2w+w1Aza6UZbYvrM4vHQWTQjvX916QplgDcf/P46YBFHiov7rl+jqibOQakoQmISjPlKkw4xwssTrAm0KnZbLQgUiB00n3OjFvcX+fxnQUJUGPpZ4JFAsVLUMCFvXhDiQSB5hxbWCgy7pnBAn2fwlDQO0H/IiCUqNBSWP2McY2NO+MlNjOMOShKuL88e8hcxrmwgwO0JbxJaUsA4hIlN+M8fY7NPJsj7rWpXg+DVEHFyDNlw0XREDMwApGgx1bS0gk8hjmu6wAkQRBzfmSM416j3tZtjbYIqRa2d5uZeqjnek2q8dzpm7TDdIISWDJByJmKTTPIp8FGGMII8FmINYKS5t+EAY6rC9qZFby11z5jEUFPsjlMpHJ8828IfJk2QnqsYb4h+GseL1MBOB2EQ2lKv2PNoINgOqUXYjMTVbhREuusHOYy+h0BEdaI9Hc25GaBGRDG2M49RjXO+A0pyjwCKaADA7zPGoJxBv/eMIlDro+5hICXaXfCd0PaMqYQhNdrpzBsENyCUaYyjcAUQRhIWz2+0N9RGod17SZBTiqz6UUNacsYo62uGHtsgTGLbIZun4yLtF0UoBC1zFmsISAcEQ9oiwTWUlj60L/NWgAWsWDOZf3DPSVjD9s5MpkAazH4Bb1uYL/LPSe4FmZxYwsLC3dYwjYFmIt3FlIsuN0WtSw4dSoXUXQ8ZcPa4DF4kq4JYcMgahYxg0hk8QnZZE5O+thsfHWxlmTg3LSYv0OoMUGyIPUjrMLY+LCBQ9FLyqQTbHJYnLIJQHXKtYa54EeVxCSlq5Oz0ULtDIGs/S0hEVG2ogoNg8yor+CA37PS38mzZhOg00iZvCFTwtjY6Q0cyjbS0bkmvcFmAcYmj9e0KT7gPCCz0ikABClmpn7jz8liT1eCR91M4QJ8/1DIABSv9HH6fCZSg/R3ssGizZEeT8oiSj/6HG0dIibdjRakHCpx53H1v5qgZUMJkU0bg2jg+Iwpmdjo8SwZWyAtTfAcIDScxHkY7R11GYSC6dcMUC/jYaoLtmQSnA9KZ8YONtmoe/V9xeeS+w+xFHZ7g6xgfIOoJADCcTRRB1lISv6BBx6oggbmuaYCUymJKp4+BJFCP0chA8lgFglhzGcDwTMPU/HHeTCP82zdCgVyLxj38ZN0tsOw5nT9HLEa4flCCtPPIFd5BhBNptowlefO+IiCUqsquZ+mpz2ZONp+gfNgLGWchaw2faHTaXNebYW+RvDP2efoa5xDuptC87goxtm8o+Zk7GLNpAli1lQEZsiUcXqzhwnnPWR+IVChCxYy7hEEI5skTE9ss5/T52hn2JowtulzIuDP2GpmK4V1bPquDojwHkpPCAKTtHUirHoDrBUgRvH95r6a38t4gt0Rc71p7xXW+OoMRpmWPpC2tEOI27AtjdwIcjLfdLCbNQUe1ZybWdzMpjhbZDsQdGDrwrzMvlCPnWQPkJnC+Kb7D/sx2r7pc2sRDwI2rPO5tyZYh+hMEH1PmUPs/bSwqBtYwjbNQlsQZWym2Ew7F1qQH6g8UX0yUYShtDT/lsUlRBbkpSYQNZiwWBg6q8sCFob42iZzHuZ1o2qluA+KPp2SDSDPUGCh/M2URxDngfpLbyQgpFGCQapBFmqrAC8SPV2w4EcFw+aGTS8VnVFfsWBgo++mXE5ns1VfwQHzuKhSrrvuOhXFpoKweQ5M7rRtFLb0BciAMFRvbJbZUOlNOhtqIr60MVTbbCbwvMPfjuOOGzdOEecomnkt1WNjf8BmnXRUvfgDtC/UfbqPcyyePUQi1wyZgQosbM83rT7TSkc2XrpyPGpuSFs2f5DHYRybdsTGEkDGopzV95Ljs5ll4Yv6jCJTbOp5jc12mFXLzf5KejJp95CWpO2axVMgsMxgVVh2JzxrSCqCYqg2zMUrfZ+2qAMimYB5PvyfNm16jzP2M7anW/TJq5/ofkc2AfdeK86Y8xhnIZLCJJF4xgRJmJe0nQlEEuQd7cursnNY3o76erXnHeSsDkJpMO5ht8Lclw7c7pu+DvoYhLgZEKDNM8exIdVjeirXzT0m0AXxizKJICvXqavAc2zWEyiHAUQuxBXrGMaEdI7tdu0QlKwVdJEpAj+cE21dF0PinFmvoO4Na0xlnoQYZl4jRZb7wWaUgKsmbbXS1iyaGuYzN8d1gm+AFFTmEVTzKNjpd5B66QbBzGNzLAoGmplBPGfmEa22pd8hCIBEDNNGivmKYDpzhbOOAvM31471iDOTIlU4M0IgJk0PRkhLlK7mfaWNQ+aHsV5MFIxi32COa8xjzDkEYcM4biKCnICFJsgJDtDubGqzRS5Cj2f0Nfae7AP4cWZ12va9TlwS9F4wFrMHcFr72XtpYVH3sIRtimDhCVEKacSijzR8BjUzbRvyg0W/WVU4DDWOmcqIZyfHYGPtVKCwCKd4iglUUZAcqSoQIUrZ7JBywsZHe75psOEinY4Nl7NIRljgmlnYQh4QRWVi5hxI4YM81EWoNMIkM9i0QyZC2uLpyP81KQ6xA9HXUIID+nlDypE2h4IT9SXnor8fBSDnhJ+oSdam284hSFkg4K3mJG0prMVxuTbaGW0AZRztmv+nSxhrZR8bJydpC2Gj7z3nQAojxB2ESrqKP79nxfdDDjPemGDzx0+6Sm5UxSx08e3FJ5W2TN/WKkoIDIgk8/gQLWy0UaOGqXaETEKtC1mhi0dwDEhpftj4s7klhZrNf5iLcNJQGd9QloJHHnlE3Qc22yZpy7gahr+hk3Dl/un//1979x5r21WWf3yiVKmVgCUaoqnWem/9oxFo2iCKWCCpNDTQilYNhVbUXmhrqPRGoJgWEhABERR70TYCKbGhQCNyxEtBjVS0F4pArbWJTaEIKbFCEPX88pn67t97JmufvfeaY6251t7vNzk9p/uyxpxjjjHmGM/7jHfceuut/X1rz8Rq7Y+L3jhnbB+bHzpfO2clQdCfmNCD84ojLYIkBNWcx7rFjgnvUiKp7fccnTl/sgUDZ5hAhefdinzdxAzOkXDve4d7t9uhkvt/XE8rwZIoRzzxNX1PAMKhW5FyY7O2NW8ahBDJiMH6sj/hFjYfMLZtVXYrNzEB2DzBu8XcST/z2VJseNcI/BqD5dcUEG2V+kKf8l4RmIPx27hKtFWWcS5EW++bFveb63LoUObm9d4UaBYUkavXtRiDiJctA4CevzoVAPEe927V5gi23pvGfAF4/d38Kuq6hVBsbqK9RTDZHGW4NZmgKt3JPLu/huT60tYIlN7TsRtHoNm7RB0PRdugVT8/WDDK85AnMmACGNPG5xHIs3iPErWKVWM74591gqCbYIz12ax3xl53jXunmWPEOLTVLkoBVcF5c6+Wqf2Kotg5JdjOgSi5yU4cEmD7u8ManK6cBzSTJS+PFlvyZzk0Am4IIovcWOGEIiwSsIYOEdewkwMs8jVb3FhMxHZKixvlDkUkzhALxLFs9jKx2OIw44KTt5frE+qfaN7C3ZvLVh7BjIvUhN/3LLCi3MA2wmEe2XUODni+FhQm91EPysiCjUmSBafFT+t2bgHpfrTrWaJtFpYIDsTFMcJl7lNEW+1rM9FWXcwKSLSYzHB+cbtwNcfBQNp5zmM4q2/Mu9DTbrnYAot5W0ZjG7w2T7zaKg1Ai3snGBByuBiJeNpf5GxW51zexByCQotDDPMz5xomFrzjHe84IHfrlVde2QtLysupMsbmNySWBJEnLCDkcPfG1lyuZgt710C8HStg5WvWxm2HJQIb320TjwOHlM91SUzVz8duyR9eM9HIM+amF3RUtnQAGYKCsV0ahta5RAWkjK0CP3lrH/E2Dj8irA7ZaXsjmOTPJ/gbRzxj4hVBi1C4iC347pHgHejXxnH9yPzAOCowkvOQBy13CsTf6lOub/MIYqG0RYJ+nL3e3erBHEub8A4aEwwathfv7RjH7EKyeI3DaQiZgjDG3zy2j3mfCe7FeEKIFmyOuiAuOEjPfQbmb4RL77mxQbB879yycmDrz8ZTgR99XvAVyhMIIuCZW7TMDe0dZlcUp5bPNZYRVLi7uX0zrQ8FEojxjO1KCTdp1L85svdaHJyziDzF2w1GGWda5mfeiUBup1xRrBreBTtx2xtL9DfmlTowbzbef3bkmUdv573ClGHnR8tzCoqimI8SbOfAVkmTTYhAmXSHaElY4v4ywFlothjotpOOgLOV41M0zGRNNH/M6bpcCRF5j88wuTShD0EhLzaIwJHPc3jN85B/n+vHAsOkX7kh3g0PIZGHjXC5iAU9943FNWFSPQSuhYhjYmwR0vqFNkVwILc17QgEa/fvwK1YWEb6Cc+9pcMyL9hshd1MtCXaDw+Nmbftzdp2ynU6S7S1sCVqErXGtnNpFbJYyqGtngnD2p2FFoFhUW51DjsLyhCTLOpslRR0cR0EE0REvjXD+iNk5cMS9WnCWc4bahLpesYeYpiJ4Adhg4Dl0Dr1EqK18Z3IZfzLIsO8gpY+Q4D0WcY2nx0n07sG/x9ja7RJC5hhipSxeN4cdZyexnB/tEmO+RyYI3zYKtxya6HPtQ2buxLaOFFeu49xJwjXI1oJK/o30XS42yRc3cYWTkeOTCLTvBDm1afACEHWnMG4IvhmLuFgDwEIbuZoA63QPo0pninUN5Fc/yGQ6uOCjDmPbWvy89K+jDXG1Px1O1UiV3IOZATztLf8O5zjhErt17whts16b8aBa8Z1IheX61h8nnv1Tva5dseo6zjoinjo6znYfbBUGWMgSAv2DYP3AlEC7oRrGPe8Y1uOq95dAgNc0vkdqh+EaBtBydb3bUzX5+KAL/2aw5pYEU7yMDbkXWJjWIVg1JQCeVG0QDDL3F+blYJquxjDYvxa1Jx5nTGm2xlrPIgA7U7msDVWFMV0lGC7BXkSFf8m0HFchRss5y21yCXA5FPqW03EtkpHILLoaxwSrmle8c79WVDKy5oPgSCUmXCahBNr82npBBWiceRja3Xf7pkLgDuFWMIFxmEWAouFJoGHo9f3Wm4h5LoyyeYstsATabRNW+4zwjFMtqUh4NRYxJaRZQUHZj0rAg3hxME0Fl25nRM7sqjf4r43e2bqdyjaWnhZbGqPkQNxXjbLnRqi9SzR1vW4rrFoR9o38Zn7hlBLQIrr4Pi0pdGiO+c9bIV0HoQEz1gQyJ/o85z7BAwL3kW4j/JnGluImHIUW2hmiLbGW8JCFu6GnzFv+RYEkZc0+jCBQ7nhiDLm+Zmd5v7eDI4v7cpWXc8/50sl6uhfmeFzb9EOtCnivDZHuMh1SUAQpJp1CFALIYcop215XwkwBq6BK9Hzdg2LxHuUix9cn95nxlpCfbguiR+CF2PbP9FEfaprQikHfcbXvL+McWjZ34zb3JWEefWdBTLOff2f03KWUNoS6Va8w7V3fw/HbWMshzchcZirfSdEkCn6M3HQvCm74wUcuR5j14L6NvYZe1vWvXsUdFPvw2feKlfrwfCstTvlE6eRx1BCsnax2Vy3BfIDKz+7pSE4YfzxbKRcaY1nTIzVz83d7FDwLiWUu57IQT42zckqBaOmFMiLogXew95J3gcCedKd5bXmZvOfRcxRdwPDtE52zHHZ5vnVVvU5TMFXFMXyKcH2IOQBywKOeBMLWKdzO5won6Jr4mVxZxLc4uUxTzoCYmZ27M0zESNOcqOY3HH+xD3bGm9b7HDxQbQjEhNbWgpK7jkfshTPgThL4CLecZxyJtki33obDOfTcHKtDjxf9xoTYUJSayf1MoMDw/QP8giG+4IDzfO2TTTQHriTOJFaPe98DcR4C90sIHgOQ9FWvXM8j9kWPsxlqV1pS9IRbCXatljkuAZOXQ48C1ttOwsZvu9gEguwRUGYVT4BbSiWClBYALY4gCaT241+pnxuJG2NgBqpXQLt3PeG17dTnCgcolggGBTCTfRfYwoxgWPDtRjXw9XeKr8hp5fFCGE4+tyyICAYUwga6j2IsZ6Abot4HNSzCOQEtnsgnKe5bXB/eN5xAF5Lou155gRzz8G7jnirPAKPvKbD04/H9nef536HgdZA8Img2wJtNV8v0U5qCwfqDfsx0da7xTt9uGulVR+Xr9PWdHk1CWcReB4KdcYbc5h53ytcje4l7z7irPQeix0hMWeR/sABZ9zjAq6c1GPztmaMJRyN5kbKIoxGeoT4/qJRhoC2+7QlP0TiKJsgYj6zqLID80gigQP0cvuLg+YWIRiaj2sH+rgdOd4zkXrGO08fXMQhOlMHo6YSyItiLObadhDmoBu3uOCHd9PwMNZZ/7ZWef3rX18PI+3WMn82/4idNMYh+oGdJ7PI9UksNx+a99yboijaUILtJuQBiyhLsPEyccoyDF4cdvKJWuiYmEnMbQE8Nv9Xq3QE8yx68jYSQpIFpm19sZC3VYXIQOQgfCiXyJRPkGwl4vlsjoTsCDAB9fK2AI3t8F5ELbfxxWdxMZv8DnP+ck1Y/OYcsq3cfssODuRnZTHPhcGl4Z4t7mxRtf3fwk49E1KGJ4aOfd55UWHrIOeT567dZYGaaMuFZlE+dGDttA6GizN9jguNKKtOBSY4qeNzr7766n7LLhdWFnJanSatr1lQc59Fu4pczNq/nLJcxS0gHhDm494430zqlG1BPexD7lm+Q2NQi76dP0NQxoE3rke9Sumi7rnbhw40W7vH1LcABGGGyJ/zMBNSssADjleTVM/En+zeb3X/XLQEHJ9PlI+DzpblHBH4EPDzDsunlYMwTrCVKmGREG29W6WUyQEa9yxH+CKdX8om4NtJYuESwRiBIG0y58ieh1l9RRs3rnjmQ+eLNsj9N3SR7xS7LgR41KH6I84QpAWj9HFjehy+FHDYGgOGwYwWOKXe+yN/NpGU29E7Z5i3d8z8JfIYEukiP6v3KJdrzBdiXCVgEcj9IZa3yNu62e8qWxs3/mTRNl9Pa3IQ2XvbuOq9rV2bX2ob5jeRLmMR5HeJ5+0ahqJtsIi+bh7jfZoPjIT71gZ3UzBqaoG8KMZARNQv7OzLWJMYtxgHBJ7MxTP5PWE+4+fyengvI+BuHqdOiLZ2r8ScTqDaPCfOKNlMrOV2tu4vimJaSrDdAgs54pEtw7Mm4RYHFgMGQ4dnjHV5TpmOIA/UFjscR7GdzsQzRGQLLwsPiz/iTz4Ep8XhP3HtJrZcxUSd/DOEHA6G2LY66zN2wmZ1xRVEtPH30IVq8dHKpTBlcCALpQRL7SynOSDqcEW5Js/b5Im7tkX6h7wNHCZqypD6QTCCQCfang9y09akqbCVf95nboF64403bvw/YYiTOw63goUOR68JTUA8Jhq3zM8c6OuEDc8gtmnnSRfRPDup54Vb9HWve90BotC73vWufku4/M/KN54M65UjSJtriXJPP/30fuKY4cAjuMwSbce2OUIkcdJz1c4gMBD5HfO4zfVqgmvr7Nhx/WBtRp+zDd915Wecc2W3xLONOtQOvEuM8wJA2prtw4IyAoTL2GZoHOCAVGar/KU7IcY79RK5Tf0ZE5zI9SZfbG7HRFtzBqIKkZ54apy1GB32/bHlR5An6tD7RfBF0HMo2nqvt3Z96m/EY2UOxeAQbc2hWgY/zcsc8kYcjFQPFvxDxzQ8b/fcIuCbr9k7xXjuWiK4aIzVxgWIuMD8PIH+sssum7vMWWUjp8+JeYT5FBHR+9P8ksvUODs2jVQENjbrp7lOOTwjJ3+L4N9WZWf0Qe1xGHDeTcGoqQXyohiTT18ghWEigtfy2ApumguZ85uTGz9irTs868ROrb0uLuZAXewy8I6xdjz33HP7MV9Q124D64rYXWY8GNZnibVFsTqUYHsQDF62Y4Sz0QvF4UscGRb5scVu6PYbMxFahXQEtpOIyBnQTSyJ1gZ51xOLW4tQ0XqLvrGLnWEqgKg/CwkTa6JwPlxKub6eDydqtW2TUEgoCrzguGl9XWRS2YQrz791PtFlBwcCDk7t7ZZbbun/nyNEGgrtPiY/nrv0E3Ixtkj/oA/5/HjW2hERLXK+Rb/iBiPOh7gG9TBvH9Of1WFGfyMoZNHA52tfhKzczuKZzyso5N8TiLCoz04+z8CWXsEZ25n8jOdtodt6gSXtQxauY4K8mWjbOiUCx59xhjA4bEvEY65WjomxjsMhFu2EMeOK/LzSHxjXtXv927Yx41sOgLUa37RvzirpRPTzSP1AWLMwUf+2sxNPbSFvFRzIY3T8m6NFuerXYYICQrbJSQli3IuxflG5qYeiLQe7d0zrA7C2Uz7B1FhnXBeUahUIs0uDEOvdbWdAuO2Ih8YWfZ3jVpBCH2+Zg937ynyBMJpdnA72M9553wxF27Hj+qzrFvAz5hrzh8Ks4CMH0DC101jUL9FWHRvzbUMnnAmK6Pv+SEWSA99j6ny4U4W7Uf81ttmKH8Fdc0bBV/MpwWgCxFiHbS57uOvFbizXYu6qH3vXEYmN8XmL67zPnPDqPuNQys36S/58KVg8k7Fst+yoD3MIOzjM3xZx3sCyglFTCuRFsUiMU8ZpAVPvTUGHvMPSetQ7zdw4Y31W4uL/MjyI2frFrrLIQ6uurDPpCHYzGkMFEzPmBuYIe138LopVogTbLTjvvPP6RSSnBkHJi0TuK5NeixCL3TxxGjMpmiIdATdVxuLB4tGiI1+XskTjDPyzBJQWk0FCscUM8fk973lP/zULHQt5i1ouOHVgocW101JIsKji7rSQsqDIeYDl2rOo9H2uVtfSakE/ZXAgsGgnUsgdKi8uB6r65cIxOcppCfL1zou+xHkS167tOtxJ/Q5PsrY40eeIXMN73em9E4JMBuN+CPPcR0RoDsecozS2zHIjbXUA1Dy4HxNM9WDxbGEdbUrf93V1L0WDg8daLzD1YYdoRa67DNHQfVvctxJtN3P46Fvqnng8TD1iYU08HFvf8fu57riOLN6jjWt7rsPimrhDvFQPLRe5nrnPJdbasWAc4d6NPm0s5jDx9XyI4bzXkAWCyN0YaG/aX4yz3GeENQJTFlOy234neI/s9FAlQckWDvZ5yo+t9A7ubBUIM55oT+rVDhhtTAqGcHoadwQNtD/O6rGBsFntxI4c+TuN7VkYjLYof23kBB9Lfm7abp7PqIMTTjihrwdBkYwgRouc0JuJtuZpFqXmF8ZTwQjjjrlda5el3SByhNqFAy5W9ezvEKs9d/3Osxnb1izCI8WCeaF7inZgrpRTZ0E9S/lhjLFYj3LnrX/zEoKwXRJb3UPrfLE7KRtywxtjWwScpwpGTSmQF8UysPaxruWWDUOBdq6veU9aF8dZLhB0Y6rJaa72KswI5hPeb1mENe8wr43AIbOAVHvWl37+/PPP3/hZxhxrkkXt8CqKYj5KsP0/Npv4mHhzghFQLG5E+GIxJmreKv/YFOkIbIUQwRyePs/dRRQdwtXperiFWtx3rnNOGy8JYjhRzULDgiZEO45DIiLXnS0zLQUswgaB1unsEttzORJoidOBLTq2FBI+stC4bsGBWe2cYCTHINH20Y9+dP/vSDmgHUpN0ArlCwZ4xiBQ2x7qXgj1HFDDU4wtNohrLdC29StlacsW0e6fUKQNWMwGFlf6h637Y4ln5W9pTzhfuBvdqwWnCad6iHat/uUtznn2Wm3XDYjknq0gEAEv47mrnxYHDeSy9SPO1XABaM8crtr9LPFoTD7LYdkCE/kwM5NW96lsE1wC/b333tt/3cKgpfvKWJbTWnBWq1/BNlvWQqx2DYIIY0UFATZpLAiRJuPK8tn5IIoQcqJu1T1nhXHWuDNvnROKiN1c+4TCeRjT1uct33sm7nmefMXDPqY/xzsMdguYRxCGQ7TV3oxt8bstAiJDkd01GEuGoq1xxzjc2nnn/WXbP3E2j51vfOMbe9eUr89KJzRPf8v3LcBpDPFOiXQ7HM3qm5M1C5djy51VvgWyOUMEwDibzGMiL7fAW6v79syMGYK55gfmRAIw5jAQ5Pf17FzOgSvBOONezCvmRT/lIjd3MD/K5cxi2K/G1P1Oyx4yb9lTBqOmFMiLYlmYI1qDWmPnsxvM34mM0Y+M79bn5QT9/3Nc6Y6spa0hpfQKvHcFpGOuab5D4BXAzGOFuckwXV1RFNNTgu2MPDgWuEQiIkYICMPTk71MbNttzTLTEbi3+D0H8gQm+ZxWXCC5bnzdQtgA33ICaKFje0a8mAkLIoJZVFCeF4wXdMsDxrzciHLuK15ksaAh2m52avciHEGLDg4M8/Ba4FroaEe+ZzEQZQaCBTmHbAtExz1bi3d/x+TAfWrrDsEiNEUbtQi2jbfVvduGLDdxTgcgXynHkbK4sNRNnBw+tq3nsi2kOQjcY0afcrBYFm2lpWjRxnP5+nks6mHhabybJdqOST0xC8+Q+8x2LAKDPFpQhgWoMc44MHTazrvIzYt3bVhbJuJx7nreIEgTVDhbw22aaZGTG/IGx8nFnCDaoLGdg1h9+P7QfTVmca/tGEf0J8G9PAH3/Ddzjetv0iMQl7XJnRJ5z/QhgR/tKm87z2Vt9bV5mLf8sUJK/kypD4zfBPOc4iVEW+8V7zdibeu2xrFth4x2xSkTu3M2E21zIKkFdkhoz8YUATAOY9eU799CUv8Pl2ALBJ7sCiBSEvCk0VEWMdJcKQ4iyzuHxt7zrLGZWOu+ODk5mqLteSb6vPvm9GyFzyK6DlNl4WCiorYmaOR9NwyQbsXwsDzzByKi9r7dPh4C606Zt+zcv2Nr8DoGo6YUyItiivQI3iNSg+l3xrrhzqOW75HdgrWcXR3f/d3f3e9sMc91WBvR1u6yWeNGq0N1i6JYDCXYJjgzLG5tLSNYcnNysMZWNgtqrgnbNfKp4fNO/FclHUG4vSIvkPslVHLJEK6UaWLMIZAdfy0mf1G2bVv5RHLibIi2w1NB0WLbrLr12XJHDvOaujeipnon2u2m4IB2blHNaUrc0K7y9hfXwQVqsmRh0NJJHG3VwtqzNanI7ZeoxQ3F5WdxS0SVhqLV9kVisdxMHE/6sDYX7dgkh9NS+bbKWwS2PExP3yECi367/3A8Zoc1oUFgJN9vq/onmDpczTP3bKO/CQRphw54G6ZHGFN+vncCoq1s/nZYIEHJc41tbOpX9F9/a31SvQWubaRSYRCPjG3GeWMPTGDjoLMxi/kg5wWN+rQN2vMmjmhfIWJZlGiP0jHk3NktxhgiOMHS+BEC9XaeF8HcoYdDQXEr/M6wDRnbBMWMabk9bPZvAYsQtnfKVOXn37cFXx5g45bxTX8fulUI9Z7LZo7Pecvm1BbsJVbLj+q9RagN4c6/1Y/xP/fpVoerhbs2+hWnuDHPNcXBJpD+RNtslU5I4Mf7jIsxxmuHrBhnI82NAKAdQtpDC3HaTowI8HDO2hmCmJ/ZbvriF7/4gOuxcFb3re7bM3Rfgrl2W5mvRXqE+P7BcB07dYqGO5+IwokVQSbjpnavbc9iePK4gOlOd29MWfaUwagpBfKimBLzIzsNvbfM2WM8zbn4i9kYH/V7axnzAesL44YdbUVRrB8l2P4fInjEDIJCQFggznI9ErE4Vgx2xIaxucemTEcwXDBYoBOpTXodwgPCghclUUsONiIDQWPeXLkHc9d6kcizF47H+Gxbtokt7ptovQg8V4scookT6zNEJPlE5dVtfVr6soMDAVGIE0l7144EDV70ohf1Oe3CYWmR655zHs2WzgzbQglkBAauL/mDPeuAu5ygJRosVUarnJJRr7FI5ZIhGt5xxx0HbElWThbd5inXc8pthqORaEis4BSwaHT/w4NIjDWbubp3Si6fIG/SRiDVrowj2l242om2FqL6mjx5LcuGz9TPAwtmYj0RN0Rb9cxp2rKtceTrPwJPGX2doBPBEf1BgGhs2UQcbl0BJ4t6YlUW5qW6MI7Gjgb171o4MluNMTFGaHPGNgEpglKcvDwklzuv45Joou1cccUVB3xdwIdwqB446ofBt1yOQIWfm2esn6r83F6ku5BqJRws3LUCT8TJoWDuAKSW7dzn609ZmNGuzDGISjHmccAS91q8v3O7UWdSCfns7FTX9j0T+Qiz03bs4Y0ZIrt6No/JY7X+510XY3kW7ee9f7/nvcmtL60N0cx73DtkOI4TUKPepV4xn2x5aGVGihlBOO/sLNqiVdouuE8Ocf2EcGrLbQT+tHPuacL5wQTTeQ8HmrLsqYJBU4vURTE1AhY533jrVHR7ATtMGGDs8ph1bkVRFKtPCbZpwcGlkbeHWVCZkHEiRs5Fk6YWW/KnSkeQP9MCKyZxFjs+Ww7TWHDZauL7cs+ZbI49oGIzOLm4VEwqh4tl12CyvMiXtEWVbay2b1pobVZfre572cGBDHGUUzpjkeNlTmwIkYuDqOXhHENiqy4hkWjL2TrrxPJgES5f+UwJGkRbjuKD/ewYiOLco3mhGG5XgZuhaDs2b+sQQRjicD48zsKPyCENgfYY/UBfb1nXyiVWaHMEpQyBy9cIqvpfplVf40AjlIeQFeKFOvbcOSKHjClbwIUoQBwnUoWQE58pKMLN735dm9zcWciet+yDCUDEcg5eom3k0EXLQyU4YQjVxpEQhr2viMXKIVQL+hHo5acbXjNRQX3Nm4tu2eV7H2aU4b1NNMopPby7BIYE5oZOuVbt3LVob+4tpzvRj4m2hEXu2sjf3CINQv5dY5kc3IJARKRhnyLa2j5uofjOd75z5meMwdzIQjTcrZE6ylyNYDt0zbcq13ZT7y6pF4JoU8RpQVACtnYhSBPPukU+bqmLOJnNS+PQQsFvbltCsTbh5+3k4O4dQ54HqGNjus+UgsGc0b1xOQu02iERbmr3O+xjOxVMpyx7FYJRU4rURbFqlFi7M/IYaE0pFRvHbdVjUawfe1KwzROaGNAs6C16QryInyFi2KZMUNvsM9YlHUG+ZqdEm+ASDsLdqBzCEtE2rmfIonJgES+cnm7hRUiexTJEW3kfh8LSugcHEJ/DsUzYGOYJ5Qaz6A6Hb9DaWTzrmrjNLHy5jmPxuWjivogYBA0LryxmzQuRnYN1KJZxYWWxAu6XaMv1NkyD0aLefYb6tHXTGJNTrYRoS0wygfvTP/3TA743b3vL121xSSwVhFCGaxie5Et4MLYJTLQUkTKE6RyIcW+c4w7s8QxaEXVmDHWvtsXrT/m6jDN2URh7BYi0vbHu+Vzn+rGx3Vjq8LQQ6Th5iZdETA561+DZtOzfkXPOzgwChmBIHuM86/yuC6QGaCEqLKt8Px8HCMUzI9Z43nZqDAUU3yPeEczjsLExDJ+Z97b5ghzYrm142JC2T/TJztdW/Uydu28iEnGJg9BYPsynKo8sx3frgxPhXSb4IviR5ycEcnM6B6u0IO/CEGTzHvVcuW05lnLZfoaQa2dUdoe1SK1jHLe1Vf8lBgvCxmFm0vrYHUPIdO+CFGMdtjEfCbzfpFEKIVybM5/xzLUF15VPKAcnqL6x0z4+ZdlTBYNWQaQuimJ3sNm7vkTbolgv9pxgmyc0/h0TaItmog1HRJ4kWmj4ehZhWpU/VToCQooDMWJbfEYZcWp9y4nedoQBTlt1YdI9xSSTmEIkj8NZ1jk4sFl9Ew05mf09PISMwDHrFOtFPve4N89bWgxC007z6o29NqIWQePnf/7nR33e3Xff3QuAw+T98joS5wg28jpmLL4JLUMxt0V9R05koiHRmDg7zKdJ0HVtZ5111v6WEEukN4iFtYUsMdsCcni4GZFhrHCYf9/zzAd4Eczce3aaaXeElqFramzZ8K6wmCYk2KIcAkL8HAegbfMCU/H+aTF5JtR6X+hD7o2YxOkXQRBO7xCZcrqTlrngiBt2ChAoIsVNCJsCIkQNeaSzqOBdMxTyV7l8fTieW4zh0K4FJjjhcj52EO+knmnZzrWfcHDr6wIQnq15RBYGtS3tfGyw1dgxPMhPSgA7M+KztW33Oku0zdcz5r49V+9nAU6Hg8I9czwKdhPVjDuCEvLGtgp+5YCrXShw38okFhLED3ZvLfq4Ondwo/c1BJf1eX9HsFW+bNfCVT12dw6xW5DDDpgshEofYw4Z8wXBIXl71YWflxM9O7ukn9mpo3/KsqcMRq2CSF0Uxe6l8v8Wxfqx5wTbgBOEE8FiI5wnJoDf+Z3f2S96uN5MduST5dBq4SxdhXQE3LREaVu0YJJPQCTSWgRZcBnMOd5stxqLhcVODq/htCVscQy1ZLuLNgtfE+TWz3uZwYH8MiYEmuDnA420NSKFrxMWlPvMZz6zX/C3epHv5LlHma6xVX7F7T7z+BkpGsY88/xsoc9ylOWFNkHB9uGhi1mqgtbtzWdy5Ef7UmYIiMOt2QTyMeXLfZsFUiKKxauFcggqsMDlOCOmzcqhNa+wktuLHMHasgU9p6sc1L4vF7It2wQcC3qCJvFurIiSr9kiWZ2HmKPu1bltyRb8wTAg0+LZE2e4rcIlHjs3jCccWuGotz2d4LjIdCfEee9N27MjRzIIaESVKFs9cX+2FhUWVb6cqPlEagIKsSzvfJE/1DjKjbfZVuUW7Zw4L4hLkI9UMp4xYYfrcijajm1rBMFhKh1tjjCrH+W0LsZSYqqcn7ZgtoR4Z1zxfOOw0Kh/7xz9mkBmp4p+1yIH+7DejSPqXZ7qXO/KJib7f++xX/zFX/ya398pua0Q5ZQTY6d5wjd/8zfvP+200/prklZqVsB1zL1rW56lOjcfFOwP5Jg3xsbYoj6IrOYXeVzhKh8GCle97KmCQaskUhdFURRFsRrsGcE2T3wt3k1oTKhFzU16LT5i4mdrHZGWw9XCaxGT/qnSESjHYsIEkJhHHOW64gxyv5FP0UR4rDOF08NWRVv2drItj4A4No8nEZrYzYUQ29R2+lnDA+HWITiQr1e924pvYX/EEUf0zq/AgoCr1Pc9I9cR7XyK5z6s53muYd5nPqzvnT5zdSnAEAtFQp1nSRzMzlkuN05Poq02vtV1zAuXL6GQAJ63YLsuOR0JSkNHzrzlC7BYxOZFMvGWiEKwyXlzQ7S10LTIHHty9fA5GdO0Z8KpxT3hVn3HM5CX2XjnwLsW25Rn1TmhPte5vuDrhBbjPYcWd/3YPja8d27mONCGQCC1jHoQeFO+72dRfdHpTsKRZszhQrWFmLg2dPVmAXSVy3eol+dmfA6BVO55+VqNdXlHBtFWn+A+HR701uJ9om9x1cmBHrnA43O5qQVljD0Em5bPOMZywZ/oM8qQckU95DHAdemDYwNw+TMFuYlWnOLxDiWceo86tC+Qx1cfbB2U2KrejfmEU0KydjI2FcGs6ybWarPqQF0QBWFM0+fNVx966KH9rbELgmgvb6+2xUxg5wLhNA7ZGz7n4U6TdSx72cGoVROpi6IoiqKYnj0j2AaECoJOTLY4jiz0CQgch7AYMRky6WqVQ3TKdARDbA22pUs5To+MU+Ft2TQhzIxd8LkfC5g4WG1ROXAzDnpRxyb3FtMOVpolkA3J90qIWtfgADieiBUWr/KjWuwSaAlHATGBaGb7dsut2fM897HtbN5nnhd68zxzz4vgTvAmjsXzs5B0irRgSD61W3vws1J/DA8bawFXrxQHwxOhoy6ItrbUcl4SE1sinUjcEwFDugcOvHe9611fs+gltLRoa9GuCMH6UaSVCZGNOKwtbJafuMU1bKfOCce2r+p/YwMj+XC+cNt5lt5l6kEKHfUbwqWtsVJiZJf9MlA2gZpwT8iK+1bny9iS17J8P++dzUWp74S70pjhferzs2grSMBRLzjbEmKpa4h2ro2ZyxhvQ7zT94yB4fAcSx67jbNcxUTLaL+CFERbbtrcn8xv5j3gTL3F4WHxmYI/3pO5DOONvOzG/di5MCsN0TLqXSoWzkv9bGwqAsGlCO5yzgo0IQ5WM669+MUv3mjT2qA6EDhaVCBGwMd8QXBf8ELQSy5dqW4WzZRlTxGMWiWRuiiKoiiKadlTgm1sE+U2zDnmLL5CtB2e9IpWE+BlpyM42H2YEIaYFnDecUW2xGKPw9PCOdhs8Za/biI8ywW4FUR3LmWCt/p0IITJdDguNyOXbWHIRbEdwW8VgwMcGgR5C4lwYyjH9nSiLSfILFqK6ct87lM/c24rQoY653SKhZNti+Fgz6ItR67F2CJEK5996qmn9v9Wj8QEYiHBLrbiE/U4glou7AkncvEaQ0LMkl6Em3iWaBvM09Z/9Vd/tXcvZjw3TlKi8SxnpOezKLZT5+qCqDq2jxNxtCd1bIu+08ONK4G2r9/F2G7sOf3003sH4iIdtZsh/UZ2My/7oIsW5ce4GKKtlAOEw61EW4Gw1nVOFCTGanNclsYb447t/94rIdSPTXNyMAjWtn8PRVtjMPF0KBztdJy78847+8M/iXPhZI0cwUQ6QciMeiAYG28XxXbrPTPvwbCEbuKwAwmNc3YNRK7igHvTro7I9278MdaMTbuxXQT6BZi5et3/rBQ3u7HsZQajVkmkLoqiKIpiOvaUYGsxbdLjcKPIQRWTK2KqxYYJoEMlFsEy0xFs9vvDr3PjcJ/Z4sWZNXZBbZHKhRIH3YCQduSRR244UWaRJ7lvectbehfg8OCWrSDWeH5ZHHI/JtQcjbZIW9QMnQ+5bOKfg7+ifaxbcMDCwedGfr/hAlKeP+k4LLpbMtVzn/KZ52e1lWgrAJPTI8zrPNuM+BwnRhPsBIGIhhby3GqEBofNDU+pbynqEFJsTyZ8R30TKpVvYZtz+s6LenaIm3vjPAvkZVX3ti2r+1yv2sBw58Ay63x4iMyYPi7IJ0enBbxciiHkxHMkaun30i8QEjn4472Sf24Kpj6VeOxhVyEeEirjnZ1FW+M6UY/LMdOyzuPUeO3NPEaA1dgLQSCu2nyfLcvOn6uvGWOzaHvDDTf0Y3HsIJmXCC4SLLnSo97NUzgO9ascWBOc8D4bOtxbsp16bx2Ac6+CXQ5xC6KuCcR2aphPCiC4rhxYWBS5P8iVylWtLyyjb09Z9tTBqFUQqYuiKIqimIY9JdjCQUgW+hbSQ2GWyEB0WeTEa9HpCHZ6yBeRzTZdboGx2/GJQYceemjv4uTu5OKNenVgCUfIrEMx8gKDuGdSOs+BCYQS6QfyZFa5rsfJ6a7JZFc+x83KJoa0OLF8yuAAkYyj01Zo7rqMZ+sgJjl1W7lwpnzuUz3zXHcEZg4s/YdYQWgYirY/8zM/0y+qY5E/vI5W3H333b1wZCErh2kcMGaLLdE4BKZFIXee9ABD0ZaYSVxogc/jiLbl3LgZyOHKaXfddddtbKf2s4SNzU6sX6c6j/eS94Q2Tcwi4OZ2xHHHPS0o4zloi8OtusXO+7i25RlzbIdzeZZoa6u6VCiLrGsBXc9du8sI/uYD0BbBLNHWFu2oK4HKMfOnqLcQbQVACJLRnzl5ucoF4wTpiLTeL/rCol2li673uH5/27Hgc41d3Lbeb3le5mcIuQ5xbJ2Peys2a9vLEE6nLPtgLKr8VROpi6IoiqJYPntOsI2FFTGHQCS35yxaT4iWkY5g3kO+8oJrzH0TIuVV49a1bZkQxr1oy677JZIPhZNZ4tmY/L0EOkKOBQ5RkvMm5yY966yz+i2Gw/yh0lRwrLXMHTxlcIBww2VHtLF9crO22GKBN/VzX/Yzz9cu6EIUI/j6OjdYFm2jHxJ4LLaW5XAMgSO22ArI+LMM0S5EW3n+QsyKdC9jic8gxHJke+7y+uWAmK3ZXM1cb7YsGxOXscBdVJ0PhSinwxP+pYBwwFSkEImfcx3GdO+21rmp9yIcs4JCHKQ5T2qItsabODxUYGqsez76zHbGCuO8g4eMva6jxXPeqvxchnFOegRbt/P9tspPHaIt4TL6l2CktD4CknYFtcgLPXW95+s2V5AiKa7FvRKkpUM5WDlT9vEpg0G7PRC1qiJ1URRFURTLYVcKttuZtBPTuDSc+tv6gK+p0hHs9LCnRThSLGIspLgBiApysHE8csMQKH1vVq454hnnzLzu1nyfRDuHe0lHEG63uFfbGi1+CD6BreqEu3e/+937d0NwYCjaygdo2+YimeK5T/3MHSD2bd/2bX3e0OyiDNGWyMBtFwfFzLruRS5S3a+xTTCIsNlC1Nhu2URbz4Kgk9NktBZtOVoJJlm0deiPPmcL6fnnn9/MfTZFneffc6+cfCHmSLVAtCVKy6kYRN7cVUiDsO4Ys6X5ML4FOU9oHETmOUS+8PwzO8WOG3OScKcfrN0ow/h12mmn9Wk/WhxYud3y8ztLP7eDoCU5gPznf/7nfR/Pom0csGesbxFsnrLec1uRSoVrWcqDeKdoV0Rp7cxuHf9vt0IcKrfbBcvia6lnXhRFURR7h10l2O40HQAxjRPLlropym+ZjmCqQ74+8pGPfI17VE5HrhiLKq5fgt0Tn/jEfsFBPOT4zCedcyr5+ljBNNedVAAWPrbYx8Ecvk8cd6hbvndiIdFtHYMDW+He5XmVCy8fiDOWVXnuUzxzn8NJ514J4rOuh2h7zTXX9GIGZ2383hi4NuO+tju+cQDbQj82z95Oy8btt9/ei/atA0PqMdcz0X8o2g53GCzrvlvW+dDlSRS0JTznIdbPfN17RFs07stvO8UBY7sRY5h+btzazDlLUCSetRDG7b5xsJDA63bazUMPPdQfgtVCtNxp+a1y5Q7bqvqNOpabOuo40iPkg8g2+4x1q3cIxpgjyAsc9xj1IOglzYz3m4D8scceu6NdVEVRFEVRFMV6smsE23nTATi8IibdYwSVqdIRTHXYk98nzMnhJ1+irfAWGb5u6zlxLp+cbOFFHCccWnjk8v3eTg8Y267rknOZgMeZI7cjMbuF427q4MBOFqlcf7ZRt3J2rtpzX9Yzz3j2tknrv7MOJyLwGAfe+973NilTn5b6gWixE+GdSyvqfHh6+6LLzswraAzH5nwKNxGH6K++jWGuT2qOIfOO61PWecZhbVJMDA9VioOXOG1dIxd5q+3hxf/yyle+sj/8adiOPV/v3nDzB2P7us+X35w7W5qBKGu7LLv8Yfveafmz0ijE1xygR0TlHo/0CFy2nkdrsXLqepdqQ2DTXC76trGNgBzzOHnSOWztIFjGQVdFURRFURTF9OwawXan6QCmLr/FYnrqQ75w55137n/zm9/cf4btz7bjWsTZCs/1lsu34MjCoeuYpx62yjWXv25rPjcKZ4o/LZzMUwUHLCTf+MY39vlg/+mf/mmuz8nupTEs+7lP/cyH2JbK2ZiFvPh8bnX9qlWu4Mjxe+GFF+6/4IIL+oO1hsGYWc+0xRgzb9kt2ljOOZwPawsxx3XJ65gPIiNsXnXVVaPLnrLOh7zsZS/rD9eDXRCug0B71FFHbaQ/cP/GpSxsF+NR3wIzw/zyAjLczMT0sQxFX59NqDSObbetCV4su/z8tRA5d4Jrlo8WdqA4PCs+U7BEihu50IcHZkrv02Isn7reM96R5hT6Oueu/OcOdZPuxAGDOQgaVKqToiiKoiiK3c+uEmyXnQ5g6vKnPuwpQ6A76aSTeuelw4aILXJIurZZzLvY2G6uufz5nJ35tPRl5wpuQaQXOOGEE/qF3VOe8pQNh93ByPWTD+JqxTKe+6o880D5yrrkkkt6R9bVV199wDUIlAxTMIx57occckh/oFogLy6x/LOf/ewBZWz2b9vonXK/TmVLt0E40WbloSVaGNfAtez/Q8yJ8ojoxrKxfXHK+87E50k14r1izCHUEm/luiTuGOM5bDPlrG2HdBhyYEszIe2BoCiRzpgnKDR2XIm27PMEYB9++OH+68oQjJW3eBbD97h2MHRgr2r5fldfleeZIOl9YR5y11139d/nmPd1qU6G5bUKgk1d70PkOdfO9PNv+IZv6AMEEaQiUGt7lbe0KIqiKIpi77HWgu1U6QBWpfwpD/nKxCKKOCaPogMxlGuRYdv88BCcZeWaywu6lrnmli3OE6acfK9t2eYv9+r3f//3b7hsNyOXy31IxNyOyLtqz31VnvmQu+++e/9ZZ53VOx0JeoRFdSAlQwjFYxbZxAOiwhVXXHHA14nEXMz671Of+tQDBONhmdHPh/mGV7lsyOMov7E+dvjhh/eHmAWEnaGzcShSzivmTH3fm7Wzyy+/fP/xxx/fC0nhDNy3b9/+H/uxHzvgwLtif1PnfuQrtQ3dVnyBI679E088sYlz/4477uh3yGgvxMMrr7xyYy5gvPN85YJeVNB1yvLVq/eY/jYMLO80X/a61fssiNhSI+jvmac97Wl9ftuiKIqiKIpi77G2gu3U6QCmKn9VDnsakgUTC1mCB1eSxRghqxXLzrE3tTjvwDB1SIDPdUA0sI3UKdWE0XCfziqX4HvYYYf1+e9as4znPtUz36qcGAeIORb4xgHbelvlF5S70WKdA+22227rv6YMzm5jBuGeOHz00UdviPf5eWiXj3vc4+YSFaYsOz6HcCIVgUDDJz7xif3LYMr73grBmmiTUrEIFvlTzrv52K5zP1Dn3JR2VYwJBuXfDWflZZdd1ouW5557bh+keN/73te/cwS+vN9jHBu2tXlEw6nLj7K55+3EEOQyX4r0CPH91kx939sJDmTBWjBe/QgUVYqToiiKoiiKvcnaCrZTpwNYdvmrctjTTsQBC2KLorGLjRY59sbkmpsyOGD7sxyKeXu2Ml3LS17ykv56iKOve93rDtrOxjqpl/3cp3zmhJmxDq9WC2wColQThDnOTnkN77vvvo3v//3f/33//G3xzRiLxjrApio7niEXLRGHWGosCwF1SOsUAFPf98GQq9bn204ugFEHjC3HuT+rjc3b7oYpLOT3dlhcjFfakfzY5g8OkiMqD3dlcFrbzTBPW5uq/M3qy/Xob894xjMOEG3R8nCxKet9J8EB44Bg+mmnndYHZBeRg70oiqIoiqJYD9ZWsF2FdABTlD/FIV87FbBmlTGvgLUKueamDg4QZYkzRNtTTjmlf845H61t+baN50Oaop2NcftN9dynfObqSn1zrOcDxQ5G7lfz9rGtBERbsD3LcEkrQ1kf+9jHercn532+98c85jFN0p0sq+yD1RmxQ9oJoq0yg3kPSlyl+95pH9PvL7300v1nn312nRS/ZOf+8HvzCGjmDMY2+YezGCjlhV0x8f42b3jpS1+6/+lPf/rX7FYw3xDEm6f9T1V+7t8CHn/8x3/cC6ixY8W1eL8Kfsr/7OflseWAbcHU9b6T4ECki3D42KLT+hRFURRFURSrzVoJtlOnA5i6/CkO+ZpHwDrYYTzrmmtuCnE+PzNCrVOzjzjiiA33aSzmuFk5grjvgne+85292DRvO5vyuU/1zOP3Lrzwwv0XXHBBvx1/mO5iK1fvorD9nlNe/zaGBM95znN6cSHawoMPPtiPOS235C+67CzmXHPNNf2BWtzj+pOgE5TLaatNXnfddX3ZHGuLPGBr0fc9bx+ztTra3DD9R7HauzWUJ+BK+DOOGduCF77whb0QL5dpPGfvHdv1s2AniJVzOq96+bnuLr744r6+9d3jjjuuP1wrxFKipvec1ATS6kg90sphO3W97zQ4MKTctUVRFEVRFHuTtRBsp04HMHX5Ux32NJWANXWuuVUS5/NC7fTTT+9z13L4hCvP9wlKP/dzP3dAvROI5dtcl+c+9TP3LA855JADUk84SMwi/7Of/eymQnT+N2fY61//+v2LIrbqE7EdXkfsc2jP8ICzYT7jdSmbUPut3/qtvVirTz35yU/ux9Vw4XGcyS/r67ZPtzjYbar7nrePLVKg3u2swm6NgDh5xhln9AeZnXDCCf3nOciOePg3f/M3X1Nua3F+ivKvuuqqPof7n/3Zn/X/r3z93d8O24L36nve8579b3/72xfiIF/mfc8bHMh9fExwoCiKoiiKolh/1kKwnTIdwCqVv8zDnqYUsKbMNbdq4vwspy3nEdHWIUTcfsTMWNSOdeJM9dynfObK0G/0oQw3lH7N6SuXqYV9Jt9zOKmHIv8iBES5VT0j4n2ICZ7/op2+iyybQKO/RcoDW6Y9E/VPvA/3m76pzy1zq3Dr+16H4MBuZFV2awQEY27L448/vn93O7CQoPcrv/IrTT5/6vLzHMVYbTyPNm98t2NEnlZ96swzz5yZB34RztJl1PsqBQeKoiiKoiiK9WWtBNtlpwNYhfKnOORrSgFr6lxzU4nzW50gnb/OoXPsscf2C90sII1t51M996mfOUGOc1MfjoOtOCltwfd5nMpEcnlLbZPH0NU7JlfwPM4tIsMiHGjLKns4rjk0LwRI7nD9jqjBOU6o9/0QPaZwm7a673UKDuwGpnbubxd5iY0/2r32kcX8ZdC6/Fn9w2dyonPKG9fDUf6CF7ygL1f5crcuk0XV+6oFB4qiKIqiKIr1ZO0E22WlA5iy/CkP+ZpawJo619wU4vx2T5DOn83NS0jObr+xTPXcV+GZx9Z3TkqC2Y/8yI/sv++++w44KMeCnnMqw/k75cJ6ysNo5i07pw0JgcRWaO5Zda6NhYvdczG+OnTs+uuv378KrOvYuheZ0rm/HfKzFXR6xSte0Ts/l9WvF1H+vn37+rQG4Jy1AwUEcwi6OcQz3l0EdOkJLrrooqUFYRZx3+sSHCiKoiiKoijWh7UTbJeRDmDK8qc+5GtVBKypc/wtMziwkxOks2i7iG3hUz73qZ+5ez/xxBN7QezGG2/cqGNl2qpPRJPbOC+sH/OYx8x1oNxehZBDsCS8y93KgUaoDQiWhI177rlnIw+03M2vec1rdk3+1qnH1r3C1M797bLZ+3pZom2r8n2OYLP804KJdoIcfvjhvds0I63Qs571rI2g9Kmnntq/S+M6ltXPW9f7qgcHiqIoiqIoivVjpQXbKdIBTFn+qp1SP7WANXWOv2UFB3Z6gvRQpGyd8mPK5z71M+dq5F7moCYWBnIFE3SiPTz44IO98FAL653hcCFjnGerfYWYE234pptu6g/1EiD553/+5/0nn3xy3wZ222npU4+te4FVcO7Py6LzUS+6fEE3ed3f9KY3bXwtxk7ueQcHCoAed9xxfYAmpxOaknnLX5fgQFEURVEURbFerJxgO3U6gKnKX9WDaFZFwFp0jr9li/PzniCdv7bIE6RX4blPldcxHJBSYXz4wx/uHe9ExBDK4xlECotie0R/IZR5nlxmBNzcpo292hgH+7d/+7cfkPZjajFnN/axvcDUzv29QLRVf0sbxEVPlOW2NW4Pd4YQcs8555wD8kKvczBmnYMDRVEURVEUxeqyUoLt1OkApip/1Q+imVLAWmSOv6nE+XU5QXqq5z51Xse4d1vWBVHywW6uYbcJh4tm2G9sFZbH0fbgZzzjGRuOtPi5L33pS72Qdsstt2yIOFPm6l0kFRxYDlM79/dK/zb/EGCAvivwIDAjFcrB+vBu6d8VHCiKoiiKoih2pWA7dTqAKctfh4NophSwFpHjb8rgwDqdID3Vc586r2O4oLMDbLeICsskj1MCEa961as2BB05H4m2P/ETP9G3s2CYG3qdnXfboYIDy2Uq5/5uJI/TL3/5y/t3hJQHXKTgKpXHldNW6g//LxWCPPDD398tVHCgKIqiKIqi2FWC7dTpAKYuf10OolklAWvMQm8KcX6dT5Belec+5eK+xNpxOAGeOGuc5CoP7r///v7rRB15a41/HJC75YCxdetju5lVcO7vVgRiHKL113/91/u//OUvHzBef/GLX+xTfxBzBaGPPfbYfnfLXqCCA0VRFEVRFMVaC7ZTpwOYuvx1PYhmXRe5U4nzu+UE6XV97sV0XHvttX0+2mH6jgceeGCjb3C6a/f6RLi495poG1Qf27+rnfu7DXmoOWhvvvnmjX4tJ7PdIhEIfeSRR/o5zfXXX78nghIVHCiKoiiKoih2hWA7dTqAqcsfUgfRLI6pxPk6QbrYyzg5/dRTT+3/LQhhzCTQHnXUURvpD/793/+9d9tGX9vNYk6xWuzGbfnLhBh7zDHH9P38r/7qr/a/4AUv6HcISXXifStFwpDdnuYEFRwoiqIoiqIoxvIo/+km5p577ule+tKXdl//9V/fPfzww92Xv/zl7o/+6I+6I488sv/+P/zDP3RPetKTuptvvrk7+eSTN37v7W9/e3fRRRd11157bff85z9/bcvf7Hq+7uu+rrvkkku63/zN3+w+/vGP938OOeQQInv3qEc9qvv85z/fPeEJT2hW7m5HvZ555pndt3zLt3SveMUruic/+cn9c7vzzju7K6+8snvc4x7XvexlL+v+53/+p3vve9/bfc/3fE//b88Bv/u7v9u9/OUv76655podPW9t6oYbbuhe/epXd0cffXT37Gc/u7v00kv7751xxhndYYcd1r32ta/tHvvYx3Zf+MIXunvvvbe7/vrr++f+6Ec/uv+5+++/v3vkkUe6Y445ZkG1UxRtiXHqDW94Q3f11Vd3P/7jP9797d/+bd+v/Pnv//7v7q1vfWv3yU9+sjviiCM2fi/3uaIoVpuvfOUr3Zve9Kbu93//9/t313nnnde/4575zGd2L3rRi/o5i3ensWCvE2NiURRFURRFUWyL/SvC1OkApi5/1vXUKfWLqdepcgXXCdLFXuTuu+/ef/nll/f5QqX1kK8V+/bt6w/YiwOKiqJYTxwmJjWCvp6xe0l+26IoiqIoiqIo1tRhG3BnnHPOORvO0qc97Wn917lauQs/9KEP9d/7zGc+0/3ar/1a99znPreps3Xq8odwnnGgcahxWv7Xf/3XhuOyGOe0Pfvss7vbbrut+73f+73utNNO6119nC/c1L/wC7/Qu6ef+tSn9j/PHXTBBRd0f/iHf9g973nPG1X1X/ziF7vbb7+9u/jii7vPfe5z3UknndR94AMf6E488cT+WRfFbsXOhUMPPbR3mX31q1/d6Evve9/7ynVWFCuMnR+HH35474q3E+lgfOlLX+ruvvvu7pWvfGX3wAMPdB/72Mdq3lIURVEURVEUc7BSgu0qpAOYuvzNKLG2Lasgzl922WV9u7r11lt7Ifemm27qTjnllKZlFMUqbffVt/7kT/6ke9vb3tb927/9Wx80Ma5WGoSiWE28nwRXPvWpT/VznoP1VWOAdFI33nhjnwrolltu6fv3doTeoiiKoiiKoihWXLAN0fTCCy/sPvjBD3ZHHXVUd9ddd/WTfqKlSf+ic4BNXX6xHKYS5/OC96Mf/Wj3/ve/v9u3b1/34Q9/uJxIxVrxn//5n/24+E3f9E3b+vn77ruvz2dLzJH3snYOFMVq8+lPf7p7znOe0/3kT/5k91u/9VtbvqPsHPFuPf744/v3XAWbi6IoiqIoimIXCbarkA5g6vKL5TCVOL+ZG7HaWbEucNK94x3v6EVYDrzLL79829urHfyn/UuNoL8VRbGaeCf9+q//en/oqiCLwwN3cnhWuWuLoiiKoiiKYpcJtqskYk1dfrE3xPk6QbpYF+R1lirkzDPP7Nst591v//Zvd7/0S7900PZcqQ+KYj3eiT/4gz+48f8c8ccdd1z3wz/8w33qnu3077/4i7/onv70py/5youiKIqiKIpi9zA7EdmKMbVYOnX5xWKxMH3zm988uZO6Um0U64CUBuedd173B3/wB32QQyqRn/7pn+7TIzz00EO9kBPtOccD/TvEnOuvv777jd/4jcnuoSiK2TgE8Oijj+5+6qd+qrv//vv7/OqPf/zj+4M4HZD5lre8Zeb7KvdvAR2/78CxoiiKoiiKoih2sWBbFMuixPmi2ByuuZe85CV9+oN8QN4nPvGJXsj93u/93v4Av2uuueYAUSe78X7nd36nO/fccw9w8BVFsRp813d9V/cd3/EdfU71s88+u3fO33777b1b9oUvfGH37ne/u7vjjjsO+J3cv8N9LyjzpCc9aaK7KIqiKIqiKIr1pwTboiiKYlsQcn70R3+0d8793d/9Xf+15z//+d1//Md/dJdddlkv5nDkcd7ee++9G9uks5hz8cUXd9ddd13vwCuKYnr0Udhh8gM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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(14, 5)).subplot_mosaic(\n", " mosaic=\"\"\"\n", " AAAAB\n", " AAAAB\n", " \"\"\",\n", ")\n", "\n", "deepof.visuals.plot_enrichment(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " add_stats=\"Mann-Whitney\",\n", " plot_speed=False,\n", " bin_index=0,\n", " bin_size=120,\n", " ax = fig[\"A\"],\n", ")\n", "\n", "deepof.visuals.plot_enrichment(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " add_stats=\"Mann-Whitney\",\n", " plot_speed=True,\n", " bin_index=0,\n", " bin_size=120,\n", " ax = fig[\"B\"],\n", ")\n", "\n", "for ax in fig:\n", " fig[ax].set_xticklabels(fig[ax].get_xticklabels(), rotation=45, ha='right')\n", " fig[ax].set_title(\"\")\n", " fig[ax].set_xlabel(\"\")\n", " \n", "fig[\"A\"].get_legend().remove()\n", "\n", "plt.tight_layout() \n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c6d03741", "metadata": {}, "source": [ "Even though at first glance the figure may look similar, there are some important differences! For starters, the y-axis now shows lower values, since we're only looking at two minutes of data instead of ten. Moreover, the effect sizes in some tagged patterns (such as huddling or speed) are much larger. Some patterns (such as B_W_nose2body) even show high significance where they were barely different across conditions before!\n", "\n", "To improve the visibility of differences, we can also plot the same data as a spider chart" ] }, { "cell_type": "code", "execution_count": 15, "id": "b0bd938d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "deepof.visuals.plot_enrichment(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " add_stats=\"Mann-Whitney\",\n", " plot_speed=False,\n", " bin_index=0,\n", " bin_size=120,\n", " polar_depiction=True,\n", ")" ] }, { "cell_type": "markdown", "id": "93df60b3", "metadata": {}, "source": [ "One interesting difference between our plots with and without binning is the B_W_nose2body behavior, i.e. when the black mouse approaches the white one to sniff on it's body. We can already see that the difference in the selected first 120 seconds of data is very significant but it is not significant anymore when looking at the entire dataset. Respectively it makes sense to see how this behavior changes over time. For this, deepof provides the \"plot_behavior_trends\" function that allowes to visualize the change of one specific behavior over time for our different groups." ] }, { "cell_type": "code", "execution_count": 16, "id": "8ac37b14", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "deepof.visuals.plot_behavior_trends(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " polar_depiction = False,\n", " behaviors_to_plot =\"B_W_nose2body\",\n", " normalize = True,\n", " N_time_bins = 20,\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "78fb3ce3", "metadata": {}, "source": [ "And indeed, there is a significant time dependent difference between the Stressed and Nonstressed mice. It seems that right after being placed in the arena, the Nonstressed black mice tend to approach the white mice more often to \"sniff them out\". Stressed black mice are more hesitant to approach their white counterpart, which leads to the difference we just visualized.\n", "\n", "With these we seem to already be picking up the habituation of the stressed animals to their novel environment. For more details on this specific effect and the rationale behind how it's quantified, feel free to check out the main DeepOF paper!" ] }, { "cell_type": "markdown", "id": "7c230939", "metadata": {}, "source": [ "Whilst this may be an interesting finding, we already have another question: After establishing nose2body contact, what does the black mouse do next? One would be inclined to believe that a stressed mouse may behave way more restraint than a nonstressed one. So let's have a look at the transitions between behaviors." ] }, { "cell_type": "markdown", "id": "ec500f7c", "metadata": {}, "source": [ "### Transitions between behaviors" ] }, { "cell_type": "markdown", "id": "3329d80e", "metadata": {}, "source": [ "As in our example, the order in which behaviors are occuring can often be of interest. However, since there are $N^{2}$ possible combinations of behaviors if N is the number of behaviors, we advise against a completely explorative approach (as this would require strong corrections for multiple testing, diminishing significance). Respectively, instead of extracting all data at once, we only extract an example based on our hypothesis: A stressed black mouse will follow a dominant white mouse less often after nose2body contact than a nonstressed black mouse before habituation sets in (i.e. teh first two minutes)." ] }, { "cell_type": "code", "execution_count": 17, "id": "281f150d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "20191203_Day1_SI_JB08_Test_5 0.0\n", "20191203_Day1_SI_JB08_Test_6 0.0\n", "20191203_Day1_SI_JB08_Test_7 3.0\n", "20191203_Day1_SI_JB08_Test_8 9.0\n", "20191203_Day1_SI_JB08_Test_13 7.0\n", "20191203_Day1_SI_JB08_Test_14 8.0\n", "20191203_Day1_SI_JB08_Test_15 2.0\n", "20191203_Day1_SI_JB08_Test_16 1.0\n", "20191203_Day1_SI_JB08_Test_22 0.0\n", "20191203_Day1_SI_JB08_Test_23 7.0\n", "20191203_Day1_SI_JB08_Test_24 9.0\n", "20191203_Day1_SI_JB08_Test_29 6.0\n", "20191203_Day1_SI_JB08_Test_30 2.0\n", "20191203_Day1_SI_JB08_Test_31 0.0\n", "20191203_Day1_SI_JB08_Test_32 2.0\n", "20191203_Day1_SI_JB08_Test_37 0.0\n", "20191203_Day1_SI_JB08_Test_38 0.0\n", "20191203_Day1_SI_JB08_Test_39 6.0\n", "20191203_Day1_SI_JB08_Test_40 9.0\n", "20191203_Day1_SI_JB08_Test_45 12.0\n", "20191203_Day1_SI_JB08_Test_46 7.0\n", "20191203_Day1_SI_JB08_Test_47 0.0\n", "20191203_Day1_SI_JB08_Test_53 0.0\n", "20191203_Day1_SI_JB08_Test_54 4.0\n", "20191203_Day1_SI_JB08_Test_55 5.0\n", "20191203_Day1_SI_JB08_Test_56 5.0\n", "20191204_Day2_SI_JB08_Test_6 3.0\n", "20191204_Day2_SI_JB08_Test_7 0.0\n", "20191204_Day2_SI_JB08_Test_8 3.0\n", "20191204_Day2_SI_JB08_Test_13 0.0\n", "20191204_Day2_SI_JB08_Test_14 0.0\n", "20191204_Day2_SI_JB08_Test_15 3.0\n", "20191204_Day2_SI_JB08_Test_16 5.0\n", "20191204_Day2_SI_JB08_Test_21 8.0\n", "20191204_Day2_SI_JB08_Test_22 11.0\n", "20191204_Day2_SI_JB08_Test_23 2.0\n", "20191204_Day2_SI_JB08_Test_24 0.0\n", "20191204_Day2_SI_JB08_Test_30 0.0\n", "20191204_Day2_SI_JB08_Test_37 9.0\n", "20191204_Day2_SI_JB08_Test_38 2.0\n", "20191204_Day2_SI_JB08_Test_39 6.0\n", "20191204_Day2_SI_JB08_Test_40 0.0\n", "20191204_Day2_SI_JB08_Test_45 0.0\n", "20191204_Day2_SI_JB08_Test_46 0.0\n", "20191204_Day2_SI_JB08_Test_47 1.0\n", "20191204_Day2_SI_JB08_Test_53 8.0\n", "20191204_Day2_SI_JB08_Test_54 7.0\n", "20191204_Day2_SI_JB08_Test_55 0.0\n", "20191204_Day2_SI_JB08_Test_56 0.0\n", "20191204_Day2_SI_JB08_Test_61 0.0\n", "20191204_Day2_SI_JB08_Test_62 1.0\n", "20191204_Day2_SI_JB08_Test_63 6.0\n", "20191204_Day2_SI_JB08_Test_64 3.0\n", "Name: B_W_nose2body-x-B_W_following, dtype: float64" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Transition matrices and heatmaps\n", "deepof.visuals.return_transitions(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " visualization=\"heatmaps\",\n", " bin_size=120, # we are only looking at the first two minutes of the datset as we have seen before that interactive behavior may differ the most during this time\n", " bin_index=0,\n", " #exp_condition=\"CSDS\",\n", " delta_T=2, # Up to 2 seconds after the nose2nose behavior has ended a subsequent following behavior is counted as a transition.\n", " normalize=False, # we count absolute numbers of occurences\n", ")[\"B_W_nose2body-x-B_W_following\"]\n" ] }, { "cell_type": "markdown", "id": "6e24bdbe", "metadata": {}, "source": [ "You could use this extracted dataset to conduct an appropriate test. Appropriate testing functionality is not yet implemented for this function at the moment, but will be added in the future." ] }, { "cell_type": "markdown", "id": "a0fccdad", "metadata": {}, "source": [ "When summed up by condition, this shows a very distinct difference between groups. " ] }, { "cell_type": "code", "execution_count": 18, "id": "9a8f9a1c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Nonstressed 161.0\n", "Stressed 21.0\n", "Name: B_W_nose2body-x-B_W_following, dtype: float64" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Transition matrices and heatmaps\n", "deepof.visuals.return_transitions(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " visualization=\"heatmaps\",\n", " bin_size=120,\n", " bin_index=0,\n", " exp_condition=\"CSDS\",\n", " delta_T=2,\n", " normalize=False,\n", " silence_diagonal=True,\n", ")[\"B_W_nose2body-x-B_W_following\"]" ] }, { "cell_type": "markdown", "id": "a5983cd4", "metadata": {}, "source": [ "The difference also stays pronounced after normalizing for the number of behavior occurences. The normalization option for the supervised behaviors here normalizes for each behavior pair to the sum of occurences of both behaviors - 1 (This correspons to the maximum number of possible transitions that could be detected). Since we have less instances of B_W_nose2body interactions in the stressed mice than in the nonstressed ones, the relative difference between groups decreases but is still sizable (about a factor of 2.7 instead of 7.6 without normalization).\n", "\n", "**Note:** Even with normalization, behaviors that occur very frequently, like moving, will gravitate towards higher absolute and relative numbers simply as the possibility that another behavior occurs close to the frequently occuring one just by chance is higher. For now, we decided to go with this simple option as it facilitates interpretability. " ] }, { "cell_type": "code", "execution_count": 19, "id": "c12d2732", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Nonstressed 0.276158\n", "Stressed 0.105528\n", "Name: B_W_nose2body-x-B_W_following, dtype: float64" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Transition matrices and heatmaps\n", "deepof.visuals.return_transitions(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " visualization=\"heatmaps\",\n", " bin_size=120,\n", " bin_index=0,\n", " exp_condition=\"CSDS\",\n", " delta_T=2,\n", " normalize=True,\n", " silence_diagonal=True,\n", ")[\"B_W_nose2body-x-B_W_following\"]" ] }, { "cell_type": "markdown", "id": "1fb341d0", "metadata": {}, "source": [ "**Note:** delta_T does also merge behavior blocks that are closer than delta_T to each other into one. The rationale behind this is that we want to avoid multi-counting of single transitions if one prolonged behavior is followed by multiple instances of a very short behavior in close succession. " ] }, { "cell_type": "markdown", "id": "42d6b81a", "metadata": {}, "source": [ "Obviously, you can also just plot everything." ] }, { "cell_type": "code", "execution_count": 20, "id": "053fb901", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "deepof.visuals.plot_transitions(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " visualization=\"heatmaps\",\n", " bin_size=120,\n", " bin_index=0,\n", " exp_condition=\"CSDS\",\n", " delta_T=2,\n", " normalize=True,\n", " silence_diagonal=True,\n", ")" ] }, { "cell_type": "markdown", "id": "442d9836", "metadata": {}, "source": [ "The behavior transition functionality is something that we are going to expand upon in future updates. Respectively, if you have any feedback, please let us know. " ] }, { "cell_type": "markdown", "id": "0fb87316", "metadata": {}, "source": [ "For now, let's continue with another interesting tool: PCA projections." ] }, { "cell_type": "markdown", "id": "ae58169c", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "### PCA embedding of supervised traits" ] }, { "cell_type": "markdown", "id": "00a3f92b", "metadata": {}, "source": [ "An often useful way of looking at multivariate data (such as the supervised_annotation vectors we generated before) is to project them in the lower-dimensional space. We'll explore more sophisticated ways of doing that in the next tutorial, but for now we can just run these vectors through PCA. DeepOF allows us to do this with the `deepof.visuals.plot_embeddings()` function.\n", "\n", "Moreover, we can also restrict the analysis over time. Let's compare, again, the whole data to the first two minutes:" ] }, { "cell_type": "code", "execution_count": 21, "id": "8f8175d4", "metadata": { "pycharm": { "name": "#%%\n" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mInfo! Set aggregate_experiments to -mean- since supervised annotations were given!\u001b[0m\n", "\u001b[33mInfo! Set colour_by to exp_condition as aggregate_experiments were given!\u001b[0m\n", "\u001b[33mInfo! Set aggregate_experiments to -mean- since supervised annotations were given!\u001b[0m\n", "\u001b[33mInfo! Set colour_by to exp_condition as aggregate_experiments were given!\u001b[0m\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12, 6))\n", "\n", "deepof.visuals.plot_embeddings(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " ax=ax1,\n", ")\n", "deepof.visuals.plot_embeddings(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " bin_size=120,\n", " bin_index=0,\n", " ax=ax2,\n", ")\n", "\n", "ax1.set_title(\"supervised embeddings of full videos\")\n", "ax2.set_title(\"supervised embeddings of first two minutes\")\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d46bc706", "metadata": {}, "source": [ "We can see how, indeed, the PCA on the average set of annotators seems to distinguish across conditions better when looking at the first two minutes only. We'll continue to explore this idea in the next tutorial." ] }, { "cell_type": "markdown", "id": "cf00cff5", "metadata": {}, "source": [ "Last but not least, DeepOF offers a function that can easily detect coarse differences between cohorts. We can do this by adding the `normative_model` parameter to the `plot_embeddings` function described above. This will fit a kernel density to the data under the specified condition, and report the likelihood of each animal under this learned distribution. \n", "\n", "The returned figure will then have two panels, with the embeddings on the left (same as before) and the likelihoods on the right, centered around the mean likelihood for the cohort defined as control. In this scale, negative values correspond to animals whose behavior deviates from the expected under the control distribution. Significance testing is also automatically added, using a Mann-Whitney U test by default. Check the [full API](https://deepof.readthedocs.io/en/latest/deepof.html#deepof.visuals.plot_embeddings) for details on how to change these defaults. \n", "\n", "Note that, as in the cell above, we need to also specify `exp_condition` if more than one annotation per animal is present under `my_deepof_project.get_exp_conditions`." ] }, { "cell_type": "code", "execution_count": 22, "id": "e5af92dd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mInfo! Set aggregate_experiments to -mean- since supervised annotations were given!\u001b[0m\n", "\u001b[33mInfo! Set colour_by to exp_condition as aggregate_experiments were given!\u001b[0m\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "deepof.visuals.plot_embeddings(\n", " my_deepof_project,\n", " supervised_annotations=supervised_annotation,\n", " exp_condition=\"CSDS\", # The name of the condition to compare. Only necessary if more than one condition is present\n", " normative_model=\"Nonstressed\", # The name of the controls under the specified condition. Should be an instance of exp_condition\n", ")" ] }, { "cell_type": "markdown", "id": "5e88f9b1", "metadata": {}, "source": [ "Here, we see that the stressed animals (in orange) are significantly different from the non-stressed ones (in blue), which is reflected by lower values in the likelihood plot. This is a coarse but potentially insightful way to quickly assess differences between cohorts. You can always delve deeper afterwards." ] }, { "cell_type": "markdown", "id": "eecdc538", "metadata": {}, "source": [ "### What's next" ] }, { "cell_type": "markdown", "id": "9d66d603", "metadata": {}, "source": [ "That's it for this second tutorial. [Next](https://deepof.readthedocs.io/en/latest/tutorial_notebooks/deepof_unsupervised_tutorial.html) and last for now, we'll explore the main forte of the package: we'll learn to embed our data in a sequence-aware manner, to get behavioral patterns in an unsupervised way using deep clustering (where the \"deep\" in DeepOF comes from). See you there!" ] } ], "metadata": { "kernelspec": { "display_name": "dof", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.11" } }, "nbformat": 4, "nbformat_minor": 5 }