diff --git a/htc_projects/rat/__init__.py b/htc_projects/rat/__init__.py new file mode 100644 index 0000000..17e71a8 --- /dev/null +++ b/htc_projects/rat/__init__.py @@ -0,0 +1,3 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + diff --git a/htc_projects/rat/settings_rat.py b/htc_projects/rat/settings_rat.py new file mode 100644 index 0000000..b130de6 --- /dev/null +++ b/htc_projects/rat/settings_rat.py @@ -0,0 +1,190 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import os + +from htc.settings import settings +from htc.utils.LabelMapping import LabelMapping +from htc.utils.MultiPath import MultiPath +from htc.utils.unify_path import unify_path + + +class SettingsRat: + def __init__(self): + self.label_mapping = LabelMapping( + { + "stomach": 0, + "small_bowel": 1, + "colon": 2, + "liver": 3, + "pancreas": 4, + "kidney": 5, + "spleen": 6, + "bladder": 7, + "omentum": 8, + "lung": 9, + "heart": 10, + "cartilage": 11, + "bone": 12, + "skin": 13, + "muscle": 14, + "peritoneum": 15, + "major_vein": 16, + "kidney_with_Gerotas_fascia": 17, + }, + unknown_invalid=True, + ) + + self.label_mapping_standardized = LabelMapping( + { + "stomach": 0, + "small_bowel": 1, + "colon": 2, + "liver": 3, + "pancreas": 4, + "kidney": 5, + "spleen": 6, + "bladder": 7, + "omentum": 8, + "lung": 9, + "pleura": 10, + "trachea": 11, + "heart": 12, + "cartilage": 13, + "bone": 14, + "tendon": 15, + "ligament_pat": 16, + "skin": 17, + "fur": 18, + "muscle": 19, + "fat_subcutaneous": 20, + "peritoneum": 21, + "aorta": 22, + "major_vein": 23, + "kidney_with_Gerotas_fascia": 24, + "diaphragm": 25, + "tube": 26, + "ovary": 27, + "fat_visceral": 28, + "thymus": 29, + "blood": 30, + }, + unknown_invalid=True, + ) + + # Only for those subjects, we have standardized recordings for all organs (there are more subjects with standardized recordings but not for all organs) + self.standardized_subjects = [ + "R002", + "R003", + "R014", + "R015", + "R016", + "R017", + "R018", + "R019", + "R020", + "R021", + "R022", + "R023", + "R024", + ] + + self.best_run_standardized = "2024-02-23_14-31-38_median_31classes" + + self.labels_paper_renaming = { + "small_bowel": "small bowel", + "major_vein": "vena cava", + "kidney_with_Gerotas_fascia": "kidney with\nGerota's fascia", + "fat_visceral": "visceral fat", + "ligament_pat": "ligament", + "fat_subcutaneous": "subcutaneous tissue", + "saliv_gland": "salivary gland", + "vesic_gland": "vesicular gland", + } + + self.label_colors = { + "stomach": "#FF1202", + "small_bowel": "#FF9001", + "colon": "#FFDD00", + "liver": "#7FFD03", + "pancreas": "#02FFF2", + "kidney": "#0475FF", + "spleen": "#020197", + "bladder": "#630605", + "omentum": "#9900ED", + "lung": "#ED00C9", + "heart": "#FD8EEC", + "cartilage": "#15E7C5", + "bone": "#A35F01", + "skin": "#A32121", + "muscle": "#484848", + "peritoneum": "#8C7FB8", + "major_vein": "#BE14C4", + "kidney_with_Gerotas_fascia": "#BEE7C5", + "tube": "#BDE70A", + "ovary": "#AB8600", + "aorta": "#AB8600", + "pleura": "#FFF893", + "blood": "#830000", + "fat_visceral": "#FFC494", + "tendon": "#89BDFF", + "ligament_pat": "#FFB46D", + "thymus": "#D88CFC", + "trachea": "#00E28E", + "fur": "#FF7830", + "fat_subcutaneous": "#E66E6E", + "diaphragm": "#73AF00", + "thyroid": "#B90C00", + "saliv_gland": "#BC6A00", + "vesic_gland": "#00469C", + "teeth": "#448801", + "urine": "#FFEF88", + } + + self.colormap_straylight = { + "no_straylight": "#688B51", + "ceiling": "#4D6DA1", + "OR-right": "#8B5958", + "OR-situs": "#9E50A1", + "OR-situs+ceiling": "#604961", + } + + self._results_dir = None + + self.colormap_straylight = { + "no_straylight": "#688B51", + "ceiling": "#4D6DA1", + "OR-right": "#8B5958", + "OR-situs": "#9E50A1", + "OR-situs+ceiling": "#604961", + } + + @property + def results_dir(self) -> MultiPath: + if self._results_dir is None: + if _path_env := os.getenv("PATH_HTC_RESULTS_RAT", False): + self._results_dir = unify_path(_path_env) + else: + # If no path is set, we just use the default results directory + self._results_dir = settings.results_dir + settings.log.info( + "The environment variable PATH_HTC_RESULTS_RAT is not set. Files for the rat project" + f" will be written to {self._results_dir.find_best_location()}" + ) + + return self._results_dir + + @property + def figures_dir(self) -> MultiPath: + target_dir = self.results_dir / "figures" + target_dir.mkdir(parents=True, exist_ok=True) + return target_dir + + @property + def paper_dir(self) -> MultiPath: + target_dir = self.results_dir / "paper" + target_dir.mkdir(parents=True, exist_ok=True) + return target_dir + + +settings_rat = SettingsRat() diff --git a/htc_projects/rat/tables.py b/htc_projects/rat/tables.py new file mode 100644 index 0000000..921df99 --- /dev/null +++ b/htc_projects/rat/tables.py @@ -0,0 +1,31 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import pandas as pd + +from htc.utils.helper_functions import median_table, sort_labels +from htc.utils.LabelMapping import LabelMapping +from htc_projects.rat.settings_rat import settings_rat + + +def standardized_recordings_rat(label_mapping: LabelMapping, Camera_CamID: str = None): + """ + Returns the selection of data corresponding to the standardized recordings of the rat dataset. + + Args: + label_mapping: The selection of labels to use. + Camera_CamID: If not None, will make the selection on the given camera. + + Returns: Table with median spectra. + """ + df = median_table("2023_12_07_Tivita_multiorgan_rat", label_mapping=label_mapping) + df.drop(columns=["label_name"], inplace=True) + df.rename(columns={"label_name_mapped": "label_name"}, inplace=True) + + df = df[df["subject_name"].isin(settings_rat.standardized_subjects)] + if Camera_CamID is not None: + df = df[df["Camera_CamID"] == Camera_CamID] + df = df.loc[(~pd.isna(df[["situs", "angle", "repetition"]])).any(axis=1)] # Only standardized recordings + + df = sort_labels(df) + return df.reset_index(drop=True) diff --git a/htc_projects/species/ProjectionExample.ipynb b/htc_projects/species/ProjectionExample.ipynb new file mode 100644 index 0000000..554cbc5 --- /dev/null +++ b/htc_projects/species/ProjectionExample.ipynb @@ -0,0 +1,332907 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Projection Examples" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import json\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly.express as px\n", + "import seaborn as sns\n", + "import torch\n", + "from IPython.display import display\n", + "\n", + "from htc import Config, DataPath, DatasetImage, LabelMapping, median_table, settings\n", + "from htc.models.common.transforms import Normalization\n", + "from htc.tivita.rgb import hsi_to_rgb\n", + "from htc_projects.species.ProjectionLearner import ProjectionLearner" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df = median_table(dataset_name=\"2023_04_22_Tivita_multiorgan_kidney\", annotation_name=\"semantic#primary\")\n", + "df = df.query(\"label_name == 'kidney'\")\n", + "\n", + "path_p = DataPath.from_image_name(\"P079#2021_02_11_20_34_44#overlap@semantic#primary\")\n", + "path_p2 = DataPath.from_image_name(\"P058#2020_05_13_19_06_35\")\n", + "path_i = DataPath.from_image_name(\"P095#2021_05_02_13_49_47\")\n", + "\n", + "# The optimization is done on L1 normalized spectra so we keep track of the original counts for RGB visualization\n", + "norm_counts_p = np.sum(np.abs(path_p.read_cube()), axis=-1)\n", + "norm_counts_p2 = np.sum(np.abs(path_p2.read_cube()), axis=-1)\n", + "norm_counts_i = np.sum(np.abs(path_i.read_cube()), axis=-1)\n", + "\n", + "fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(15, 5))\n", + "\n", + "ax1.imshow(path_p.read_rgb_reconstructed())\n", + "ax1.set_title(\"physiological_basis\")\n", + "ax1.set_axis_off()\n", + "ax2.imshow(path_p2.read_rgb_reconstructed())\n", + "ax2.set_title(\"physiological_sem\")\n", + "ax2.set_axis_off()\n", + "ax3.imshow(path_i.read_rgb_reconstructed())\n", + "ax3.set_title(f\"ischemic_target ({path_i.meta('phase_type')})\")\n", + "ax3.set_axis_off()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phase_typephase_timeimage_name
0avascular0.02
1avascular0.515
2avascular1.032
3avascular1.525
4avascular2.018
5avascular2.56
6avascular3.04
7avascular3.51
8avascular4.02
9ischemia0.511
10ischemia1.030
11ischemia1.532
12ischemia2.017
13ischemia2.57
14ischemia3.04
15ischemia3.52
16ischemia4.01
17ischemia4.51
18stasis0.51
19stasis1.019
20stasis1.533
21stasis2.012
22stasis2.54
23stasis3.02
\n", + "
" + ], + "text/plain": [ + " phase_type phase_time image_name\n", + "0 avascular 0.0 2\n", + "1 avascular 0.5 15\n", + "2 avascular 1.0 32\n", + "3 avascular 1.5 25\n", + "4 avascular 2.0 18\n", + "5 avascular 2.5 6\n", + "6 avascular 3.0 4\n", + "7 avascular 3.5 1\n", + "8 avascular 4.0 2\n", + "9 ischemia 0.5 11\n", + "10 ischemia 1.0 30\n", + "11 ischemia 1.5 32\n", + "12 ischemia 2.0 17\n", + "13 ischemia 2.5 7\n", + "14 ischemia 3.0 4\n", + "15 ischemia 3.5 2\n", + "16 ischemia 4.0 1\n", + "17 ischemia 4.5 1\n", + "18 stasis 0.5 1\n", + "19 stasis 1.0 19\n", + "20 stasis 1.5 33\n", + "21 stasis 2.0 12\n", + "22 stasis 2.5 4\n", + "23 stasis 3.0 2" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.groupby([\"phase_type\", \"phase_time\"], as_index=False)[\"image_name\"].nunique()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phase_typesubjectsn_images
0avascular[P079, P080, P081, P082, P083, P084, P091, P095, P096, P097, P098, P099]108
1ischemia[P079, P080, P081, P082, P083, P084, P091, P095, P096, P097, P098, P099]105
2physiological[P079, P080, P081, P082, P083, P084, P091, P095, P096, P097, P098, P099]209
3stasis[P079, P080, P081, P082, P083, P084, P091, P095, P096, P097, P098, P099]71
\n", + "
" + ], + "text/plain": [ + " phase_type \\\n", + "0 avascular \n", + "1 ischemia \n", + "2 physiological \n", + "3 stasis \n", + "\n", + " subjects \\\n", + "0 [P079, P080, P081, P082, P083, P084, P091, P095, P096, P097, P098, P099] \n", + "1 [P079, P080, P081, P082, P083, P084, P091, P095, P096, P097, P098, P099] \n", + "2 [P079, P080, P081, P082, P083, P084, P091, P095, P096, P097, P098, P099] \n", + "3 [P079, P080, P081, P082, P083, P084, P091, P095, P096, P097, P098, P099] \n", + "\n", + " n_images \n", + "0 108 \n", + "1 105 \n", + "2 209 \n", + "3 71 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with pd.option_context(\"display.max_colwidth\", None):\n", + " display(\n", + " df.groupby([\"phase_type\"])\n", + " .apply(\n", + " lambda x: pd.Series({\n", + " \"subjects\": x[\"subject_name\"].unique(),\n", + " \"n_images\": x[\"image_name\"].nunique(),\n", + " }),\n", + " include_groups=False,\n", + " )\n", + " .reset_index()\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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subject_namephase_typen_images
0P079avascular2
1P079ischemia2
2P079physiological7
3P079stasis2
4P080avascular16
5P080ischemia7
6P080physiological39
7P080stasis8
8P081avascular13
9P081ischemia15
10P081physiological5
11P081stasis8
12P082avascular12
13P082ischemia9
14P082physiological6
15P082stasis4
16P083avascular8
17P083ischemia6
18P083physiological11
19P083stasis5
20P084avascular8
21P084ischemia7
22P084physiological6
23P084stasis5
24P091avascular2
25P091ischemia2
26P091physiological6
27P091stasis3
28P095avascular8
29P095ischemia8
30P095physiological38
31P095stasis7
32P096avascular7
33P096ischemia9
34P096physiological41
35P096stasis5
36P097avascular8
37P097ischemia19
38P097physiological16
39P097stasis7
40P098avascular14
41P098ischemia14
42P098physiological18
43P098stasis9
44P099avascular10
45P099ischemia7
46P099physiological16
47P099stasis8
\n", + "
" + ], + "text/plain": [ + " subject_name phase_type n_images\n", + "0 P079 avascular 2\n", + "1 P079 ischemia 2\n", + "2 P079 physiological 7\n", + "3 P079 stasis 2\n", + "4 P080 avascular 16\n", + "5 P080 ischemia 7\n", + "6 P080 physiological 39\n", + "7 P080 stasis 8\n", + "8 P081 avascular 13\n", + "9 P081 ischemia 15\n", + "10 P081 physiological 5\n", + "11 P081 stasis 8\n", + "12 P082 avascular 12\n", + "13 P082 ischemia 9\n", + "14 P082 physiological 6\n", + "15 P082 stasis 4\n", + "16 P083 avascular 8\n", + "17 P083 ischemia 6\n", + "18 P083 physiological 11\n", + "19 P083 stasis 5\n", + "20 P084 avascular 8\n", + "21 P084 ischemia 7\n", + "22 P084 physiological 6\n", + "23 P084 stasis 5\n", + "24 P091 avascular 2\n", + "25 P091 ischemia 2\n", + "26 P091 physiological 6\n", + "27 P091 stasis 3\n", + "28 P095 avascular 8\n", + "29 P095 ischemia 8\n", + "30 P095 physiological 38\n", + "31 P095 stasis 7\n", + "32 P096 avascular 7\n", + "33 P096 ischemia 9\n", + "34 P096 physiological 41\n", + "35 P096 stasis 5\n", + "36 P097 avascular 8\n", + "37 P097 ischemia 19\n", + "38 P097 physiological 16\n", + "39 P097 stasis 7\n", + "40 P098 avascular 14\n", + "41 P098 ischemia 14\n", + "42 P098 physiological 18\n", + "43 P098 stasis 9\n", + "44 P099 avascular 10\n", + "45 P099 ischemia 7\n", + "46 P099 physiological 16\n", + "47 P099 stasis 8" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_counts = df.groupby([\"subject_name\", \"phase_type\"], as_index=False)[\"image_name\"].count()\n", + "df_counts.rename(columns={\"image_name\": \"n_images\"}, inplace=True)\n", + "df_counts" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7878" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "selected_subjects = [\"P091\", \"P095\", \"P097\", \"P098\"]\n", + "df_counts.query(\"subject_name in @selected_subjects and phase_type == 'physiological'\")[\n", + " \"n_images\"\n", + "].sum() * df_counts.query(\"subject_name in @selected_subjects and phase_type != 'physiological'\")[\"n_images\"].sum()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Projection" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.4664028387633152e-05" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mapping = LabelMapping({\"kidney\": 0}, unknown_invalid=True)\n", + "config = Config({\"label_mapping\": mapping, \"input/preprocessing\": \"L1\"})\n", + "wavelengths = np.arange(500, 1000, 5) + 2.5\n", + "\n", + "projection = ProjectionLearner(config=config, mode=\"weights+bias\", highlights_threshold=70)\n", + "projection.fit_pair(path_p, path_i, n_steps=100)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "coloraxis": "coloraxis", + "hovertemplate": "x: %{x}
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "mat = projection.projection_matrix.detach().clone()\n", + "mat[~torch.eye(mat.shape[0]).bool()] = torch.nan\n", + "fig = px.imshow(mat, x=wavelengths, y=wavelengths, color_continuous_scale=\"RdBu\", color_continuous_midpoint=1)\n", + "fig.update_layout(template=\"plotly_white\", width=430, height=400)\n", + "fig.update_layout(xaxis_title=\"spectra out\", yaxis_title=\"spectra in\")\n", + "fig.update_layout(title=\"diagonal elements\", title_x=0.5)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sample_p = DatasetImage([path_p], train=False, config=config)[0]\n", + "data_p = sample_p[\"features\"][sample_p[\"valid_pixels\"]].float()\n", + "projected_p = projection(data_p).detach()\n", + "\n", + "sample_p2 = DatasetImage([path_p2], train=False, config=config)[0]\n", + "data_p2 = sample_p2[\"features\"][sample_p2[\"valid_pixels\"]].float()\n", + "projected_p2 = projection(data_p2).detach()\n", + "\n", + "sample_i = DatasetImage([path_i], train=False, config=config)[0]\n", + "data_i = sample_i[\"features\"][sample_i[\"valid_pixels\"]].float()\n", + "\n", + "values_i = data_i.numpy().flatten()\n", + "values_t = projection(data_p).detach().numpy().flatten()\n", + "df_hist = pd.DataFrame({\n", + " \"values\": np.concatenate([values_i, values_t]),\n", + " \"type\": [\"ischemic\"] * len(values_i) + [\"transformed\"] * len(values_t),\n", + "})\n", + "\n", + "sns.histplot(data=df_hist, x=\"values\", hue=\"type\", bins=100, stat=\"density\", common_norm=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(10, 5))\n", + "ax.plot(wavelengths, data_p.mean(dim=0), c=\"firebrick\", label=\"physiological_basis\")\n", + "ax.plot(wavelengths, data_p2.mean(dim=0), c=\"forestgreen\", label=\"physiological_sem\")\n", + "ax.plot(wavelengths, data_i.mean(dim=0), label=f\"ischemic_target ({path_i.meta('phase_type')})\")\n", + "ax.plot(wavelengths, projected_p.mean(dim=0), c=\"firebrick\", linestyle=\"dashed\", label=\"transformed(p_basis)\")\n", + "ax.plot(wavelengths, projected_p2.mean(dim=0), c=\"forestgreen\", linestyle=\"dashed\", label=\"transformed(p_sem)\")\n", + "\n", + "ax.set_ylabel(\"L1 normalized reflectance [a.u.]\")\n", + "ax.set_xlabel(\"wavelength [nm]\")\n", + "ax.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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f+tTRlz/96U/nhz/8Ia973ev48pe/PO7R13W8m7LN7ZFd13H44YcznU459dRTud3tbsfPfvYzPvShD3HFFVew5ZZb8o53vGOM85/ylKcAjDnLrSVf2H///fngBz/IVVddxRZbbLHZ63CbN53ZzWYveMELFNCHP/zhS14/6aSTFNCvfvWrqqoKaNu2+v3vf398z1e/+lUF9Iwzzhhfe+5zn6uTyUSvuOKK8bWLLrpIU0r6ghe8QFVVL7/8cgX0la985XUe26GHHqqHHnro+O9Xv/rVCujZZ589vtZ1nR544IG6atUqveqqq8bXgfH7VFUf8YhHaNu2+oMf/GB87ec//7muXr1aDznkkPG1U089VUVEv/zlL4+vXXrppbrNNtsooD/84Q83e3x///d/r4C+6lWv2uhcaq3jf69bt27Jz7qu03322Ufvd7/7LXn9jne8ox5//PEbfdZ1GaCAfuELXxhf+/GPf6xzc3P6e7/3e5s9BlXVz3zmMwro29/+9vG1/fbbT4888sjr/M7hGRrsb/7mbxTQiy+++AYd+8xmdmuxV77ylRutd1VbXyEE/cY3vrHR7yx3XS/Xl2655ZZ68sknX+dxDmtvw7V20UUXadu2+qAHPUhLKePrr3vd6xTQv//7vx9fO/TQQxXQN7zhDUs+94c//KECumbNmiW+/LnPfa4Cut9++2nf9+Prj3nMY7RtW11YWFBV1auvvlq32morffKTn7zkc3/xi1/olltuueT1u9/97rrjjjsu+Z6PfvSjCugd73jH8bXvf//7G12ja5/HX//1X4+vTadTvfvd767bb7+9dl2nqqof+9jHFNA999xTp9Pp+N7XvOY1CujXv/718bUDDzxQDzjggCXf8773vU8B/djHPqaqqu9///sV0M9//vMbHdOGdmP3o+F4h+/ruk6333573WeffXT9+vXj+z70oQ8poH/xF38xvrbvvvvqzjvvrFdfffX42sc//vGNruumju+4447TEMImz2vYyxYWFpY8X6r23EwmE33Ri1605DVA3/KWt2z+Al3LhvO+/e1vv2Rff8973qOAvuY1rxlf29Redvrpp6uI6I9//GNVvfExx1FHHaV77733so75KU95is7Pzy/rvTOb2Q21t7zlLUv2pOX4nn//939XQJ/+9Kdv9LMNY9Ll7klPetKTdMcdd9RLLrlkyWcde+yxuuWWW45rcVi/++yzz+h7VW2fEBE94ogjlvz+gQceuJFPunb8+xd/8RcK6Pve977rPJfrs7333nvJGh9suf5sOLc73elOG/me5frcT37ykwroOeecs+T3//Vf/3Wj1zd3vJuyze2RX/7ylxXQ9773vdf5+ytXrtxkznFryRfe+c53KqCf+9znrve9t2WbtfPcAnbyyScv+fepp54KwL/8y7+Mrz3gAQ9YIujzW7/1W2yxxRb8z//8z/jacccdx3Q6XUJjf/e7303Omcc//vEAzM/P07YtH//4x5dQ167P/uVf/oXb3e52POYxjxlfa5qGpz/96VxzzTV84hOf2OTvlVL46Ec/yiMe8QjudKc7ja/vuOOOPPaxj+U///M/Ryrev/7rv3LggQdy97vffXzfNttsw+Me97jrPb7zzjuP7bbbbrx2G9qG9LWhggZWPb3yyiu5z33uM9L0f1k78MAD2X///cd/77LLLhx11FF85CMfoZSy0TH0fc+ll17Kne98Z7baaqslx7HVVlvxjW98g+9973vL/v6hEvrBD37wVtMnOrOZ3VR26KGHstdee230+g1Z18vxpVtttRWf+9zn+PnPf36Dju+CCy6g6zqe8YxnLBHme/KTn8wWW2zBP//zPy95/2Qy4cQTT9zkZz3qUY9iyy23HP89MCQe//jHL9HQOOCAA+i6bmwpOf/887niiit4zGMewyWXXDL+iTFywAEHjNoR//d//8dXvvIVjj/++CXf88AHPnCja3zppZcCsPXWW2/yWFNKPPWpTx3/3bYtT33qU7nooov44he/uOS9J5544hLti/vc5z4AG+1ln/vc55a0Yp5zzjnc4Q534NBDDwUWfd2HPvQh+r7f5HFd227IfnRt+8IXvsBFF13ESSedtKSv/Mgjj2SPPfYY7+3Pf/5zvv71r3PcccctoXUfeuih7Lvvvtd5fLVWPvCBD/Cwhz1sSaV6sGEvm0wm4/NVSuHSSy8dqdg31V523HHHsXr16vHfj3zkI9lxxx2XxCUbrru1a9dyySWXcO973xtV5ctf/vL4nhsTc2y11Vb89Kc/5fOf//z1vnfrrbdm/fr1t2pNoZn95thyfM95552HiIxtnxvatVsqrm9PUlXOO+88Hvawh6GqS/z64YcfzpVXXrnRuj/uuOOWsB4POOAAVHUjZuABBxzAT37yE3LOmz3f8847j/32228jlvumzuXG2A31Z8cff/wS33NDfO573/tettxySx74wAcuuY77778/q1atutHaSpvbI4e99SMf+ciN8k+3lnxhOK/ltm/dVm0GotwCdpe73GXJv3fffXdCCEt63nbZZZeNfm/rrbdeEpTsscce/O7v/i7nnHPO+No555zDve51r3F6xGQy4eUvfzkf/vCH2WGHHTjkkEN4xStewS9+8YvrPMYf//jH3OUud9lIsXvPPfccf74pu/jii1m3bh13u9vdNvrZnnvuSa117LP+8Y9/vMkpF8uZfPGDH/yAu93tbtcr0PehD32Ie93rXszNzbHNNtuwZs0aXv/614+9ib+sXfteAtz1rndl3bp1Y4//+vXr+Yu/+AvucIc7MJlM2G677VizZg1XXHHFkuN40YtexBVXXMFd73pX9t13X5797Gfzta997Tq//9GPfjQHHXQQf/AHf8AOO+zAsccey3ve854ZoDKz3wjbbbfdNvn6DVnXy/Glr3jFK/jv//5v7nCHO3DPe96T0047bUmSvzkb/OC1/V3bttzpTnfayE/e/va336yY5rWPcwjG7nCHO2zy9eH4hyDqfve7H2vWrFny56Mf/egoiDscy6Z81qb8NVgwvynbaaedWLly5ZLX7nrXuwJs1Lt97fMagrMNr/+jH/1oJpPJuJddeeWVfOhDH+Jxj3vcGLQfeuihHH300bzwhS9ku+2246ijjuItb3nLRv39G9oN2Y+ubZu7t2B77/Dz4e8bs5ddfPHFXHXVVWPr5+as1srf/M3fcJe73GXJHvK1r33tV7aXiQh3vvOdl9zP//3f/+WEE05gm222YdWqVaxZs2YEuYbjuLExx3Oe8xxWrVrFPe95T+5yl7tw8sknb7ZlZ3gubyvCnzO7ZW05vucHP/gBO+20E9tss831ft717UkXX3wxV1xxBW984xs38ukDCD/49c195nXtH7XW6/QbP/jBD67XJ/0ydkP92bXjgBvic7/3ve9x5ZVXsv322290La+55pqNruMNtWvvkbvtthvPfOYzedOb3sR2223H4Ycfzt/+7d8u20/fWvKFmY9dns1AlFuBbeohjTFu8r3XXrDHHXccn/jEJ/jpT3/KD37wAz772c+OLJTBnvGMZ/Dd736X008/nbm5Of7f//t/7LnnnmPl6DfVPvnJT/Lwhz+cubk5zjzzTP7lX/6F888/n8c+9rGbTQ5+FXbqqafy0pe+lGOOOYb3vOc9fPSjH+X8889n2223XeK8DjnkEH7wgx/w93//9+yzzz686U1v4h73uAdvetObNvvZ8/Pz/Md//AcXXHABT3jCE/ja177Gox/9aB74wAeOTJiZzezX1Tasygx2Q9f1cnzpMcccw//8z/9wxhlnsNNOO/HKV76Svffemw9/+MM33cmw6fO5vuO8vuMffMg73vEOzj///I3+3BhxuKEv/4YwCTZny7n+W2+9NQ996ENHEOXcc89lOp0u2ctEhHPPPZfPfOYznHLKKaPo4v77788111zzSx/nrdle9rKX8cxnPpNDDjmEs88+m4985COcf/757L333jcbYF5K4YEPfCD//M//zHOe8xw+8IEPcP755/PWt74VYMlx3JiYY8899+Q73/kO73rXuzj44IM577zzOPjggzdZ2b/88stZsWLFda6nmc3sprKb2vcs16c//vGP36RPP//88znooIOW9ZnLzSVuTruh/uyXWee1VrbffvvNXscXvehFN+pzr2uP/Ou//mu+9rWv8bznPY/169fz9Kc/nb333puf/vSn1/u5t5Z8YTiv5ejf3JZtJix7C9j3vve9Jcjq97//fWqtmxVcuy479thjeeYzn8k//MM/sH79epqm4dGPfvRG79t99935kz/5E/7kT/6E733ve9z97nfnr//6rzn77LM3+bl3vOMd+drXvkatdQkb5dvf/vb4803ZmjVrWLFiBd/5znc2+tm3v/1tQggjMn7HO95xyZSGwTb12qbO53Of+xx93292NNt5553H3NwcH/nIR5aI1b7lLW+53s9frm2KSvfd736XFStWjOKY5557Lscffzx//dd/Pb5nYWFho+kdYO1MJ554IieeeCLXXHMNhxxyCKeddhp/8Ad/sNljCCFw//vfn/vf//686lWv4mUvexnPf/7z+djHPsYDHvCAX/4kZzazX6Hd0ErHr2pd77jjjpx00kmcdNJJXHTRRdzjHvfgpS99KUccccRmf2fwg9/5zneWtIt0XccPf/jDm2X9DbTw7bff/jq/bzjWTfmsa/vrXXbZhfn5eX74wx9u8rN+/vOfs3bt2iVslO9+97sAN2ofAysIHHXUUXz+85/nnHPO4bd/+7fZe++9N3rfve51L+51r3vx0pe+lHe+85087nGP413vetcmfeQN2Y+ubRve2/vd735Lfvad73xn/Pnw943Zy9asWcMWW2zBf//3f1/n+84991zue9/78uY3v3nJ61dcccVNFuRe+7lQVb7//e+PAspf//rX+e53v8vb3vY2jjvuuPF9G06D2NBuaMwBsHLlSh796Efz6Ec/mq7r+P3f/31e+tKX8tznPndJS9UPf/jDkRU7s5ndXHZdvmf33XfnIx/5CJdddtmy2CjXZWvWrGH16tWUUm6RGG733Xe/Xp+0HNvc3v7L+rMb4nN33313LrjgAg466KDrBWNuSCxyfXvkvvvuy7777suf//mf8+lPf5qDDjqIN7zhDbzkJS+5zu+6teQLP/zhDwkhjAzTmW3aZkyUW8D+9m//dsm/zzjjDIDrDNY3Z9tttx1HHHEEZ599Nueccw4PfvCDlzihdevWbTQ+effdd2f16tXXSYN+yEMewi9+8Qve/e53j6/lnDnjjDNYtWrVSOG9tsUYedCDHsQHP/jBJTTgCy+8kHe+850cfPDBo9Lz4Ycfzmc+8xm+8pWvjO+77LLLlrQnbc6OPvpoLrnkEl73utdt9LMBYY8xIiJLENYf/ehHfOADH7jez1+ufeYzn1nSp/iTn/yED37wgzzoQQ8aKwAxxo1Q/zPOOGMj5HfosRxs1apV3PnOd77O+7SpUaeDxsx1/d7MZnZrsSER31SQsCm7qdd1KWUjqu3222/PTjvtdL1r6AEPeABt2/La1752yRp/85vfzJVXXnmTTAC7Pjv88MPZYosteNnLXrbJfv2hrXDHHXfk7ne/O29729uWnO/555/PN7/5zSW/0zQNv/M7v7PJ0Zxge8FZZ501/rvrOs466yzWrFmzRCPqhtgRRxzBdtttx8tf/nI+8YlPbMSovPzyyzfyo9fn627IfnRt+53f+R2233573vCGNyz5/A9/+MN861vfGu/tTjvtxD777MPb3/72JVXpT3ziE3z961+/znMOIfCIRzyCf/qnf9rktd5wL7v2ub/3ve/d5KjlG2tvf/vbufrqq8d/n3vuufzf//3fGJcM+9mGx6GqvOY1r1nyOTc25rj2/te2LXvttRequtFz/aUvfYl73/veN+DsZjazG2/L8T1HH300qsoLX/jCjX7/hrI+YowcffTRnHfeeZsEMzY1Dv6mtKOPPpqvfvWrvP/979/oZzfkXFauXLnJff2X9Wc3xOcec8wxlFJ48YtfvNHn5JyXHN/mjndTtrk98qqrrtpIb2bfffclhLDE/92Qa3NL5Atf/OIX2XvvvZfop81sY5sxUW4B++EPf8jDH/5wHvzgB/OZz3yGs88+m8c+9rHst99+N+rzjjvuOB75yEcCbOQovvvd73L/+9+fY445hr322ouUEu9///u58MILOfbYYzf7mU95ylM466yzOOGEE/jiF7/IrrvuyrnnnsunPvUpXv3qVy8RoLu2veQlLxlnkZ900kmklDjrrLOYTqe84hWvGN/3p3/6p5x99tk88IEP5NRTTx1HHO+yyy5cdtll14kKH3fccbz97W/nmc98Jv/1X//Ffe5zH9auXcsFF1zASSedxFFHHcWRRx7Jq171Kh784Afz2Mc+losuuoi//du/5c53vvP19g4u1/bZZx8OP/zwJSOOgSUb6UMf+lDe8Y53sOWWW7LXXnvxmc98hgsuuGCkAw621157cdhhh7H//vuzzTbb8IUvfGEcu7o5e9GLXsR//Md/cOSRR3LHO96Riy66iDPPPJOdd96Zgw8++CY5x5nN7FdpQ9L9/Oc/n2OPPZamaXjYwx622fff1Ov66quvZuedd+aRj3wk++23H6tWreKCCy7g85///JJq0KZszZo1PPe5z+WFL3whD37wg3n4wx/Od77zHc4880x+93d/dyMg4FdhW2yxBa9//et5whOewD3ucQ+OPfZY1qxZw//+7//yz//8zxx00EEj2Hz66adz5JFHcvDBB/PEJz6Ryy67jDPOOIO99957I1r6UUcdxfOf//xNjjjcaaedePnLX86PfvQj7nrXu/Lud7+br3zlK7zxjW/cLDPw+qxpGo499lhe97rXEWNcImoO8La3vY0zzzyT3/u932P33Xfn6quv5u/+7u/YYosteMhDHrLZz13ufrSp43n5y1/OiSeeyKGHHspjHvOYccTxrrvuyh//8R+P733Zy17GUUcdxUEHHcSJJ57I5Zdfzute9zr22Wef66X7v+xlL+OjH/0ohx56KE95ylPYc889+b//+z/e+9738p//+Z9stdVWPPShD+VFL3oRJ554Ive+9735+te/zjnnnLOE/fTL2jbbbMPBBx/MiSeeyIUXXsirX/1q7nznO/PkJz8ZMB2Y3XffnWc961n87Gc/Y4sttuC8887biM5+Y2OOBz3oQdzudrfjoIMOYocdduBb3/oWr3vd6zjyyCOXxBtf/OIXueyyyzjqqKNusnOf2cyuy5bje+573/vyhCc8gde+9rV873vf48EPfjC1Vj75yU9y3/ve9zrjuE3ZX/7lX/Kxj32MAw44gCc/+cnstddeXHbZZXzpS1/iggsu2GRCfFPZs5/9bM4991we9ahHjW1Ll112Gf/4j//IG97whmXnKvvvvz+vf/3reclLXsKd73xntt9+e+53v/vdJP5suT730EMP5alPfSqnn346X/nKV3jQgx5E0zR873vf473vfS+vec1rxvxpc8e7OdvUHvnv//7vnHLKKTzqUY/irne9Kzln3vGOd4zA2IbX5oILLuBVr3oVO+20E7vtthsHHHDArSJf6PueT3ziE5x00knLvh+3WfvVDwCa2WDDuKlvfvOb+shHPlJXr16tW2+9tZ5yyilLRigCmxy3ubkxvNPpVLfeemvdcsstl3yOquoll1yiJ598su6xxx66cuVK3XLLLfWAAw7Q97znPUved+1xg6qqF154oZ544om63Xbbadu2uu+++25ydCLXGtmoqvqlL31JDz/8cF21apWuWLFC73vf++qnP/3pjX73y1/+st7nPvfRyWSiO++8s55++un62te+VgH9xS9+cZ3Ht27dOn3+85+vu+22mzZNo7e73e30kY985JJRlm9+85v1Lne5i04mE91jjz30LW95y0Zjv1Rv/Ijjk08+Wc8+++zxO377t397HJE52OWXXz5ex1WrVunhhx+u3/72tzf6zpe85CV6z3veU7faaiudn5/XPfbYQ1/60pcuGVt37WP/t3/7Nz3qqKN0p5120rZtdaeddtLHPOYx+t3vfvcGncvMZnZL2otf/GK9/e1vryGEcbTk5vyg6vLX9XJ86XQ61Wc/+9m633776erVq3XlypW633776ZlnnrnkdzY14niw173udbrHHnto0zS6ww476NOe9jS9/PLLl7zn0EMP3eQI1+Fcrz0SdhjveO1RicP4zWuP2/zYxz6mhx9+uG655ZY6Nzenu+++u55wwglLRrCrqp533nm655576mQy0b322kvf97736fHHH7/R2MsLL7xQU0r6jne8Y5Pn8YUvfEEPPPBAnZub0zve8Y76ute9blnHf11jeP/rv/5LAX3Qgx600c++9KUv6WMe8xjdZZdddDKZ6Pbbb68PfehDNzq/G7sfXXvE8WDvfve79bd/+7d1MpnoNttso4973OP0pz/96UbH9653vUv32GMPnUwmus8+++g//uM/6tFHH6177LHH9R7fj3/8Yz3uuON0zZo1OplM9E53upOefPLJ42johYUF/ZM/+RPdcccddX5+Xg866CD9zGc+s9G++MuMOP6Hf/gHfe5zn6vbb7+9zs/P65FHHjmOLR7sm9/8pj7gAQ/QVatW6XbbbadPfvKTx/Gsw3fe2JjjrLPO0kMOOUS33XZbnUwmuvvuu+uzn/1svfLKK5f83nOe8xzdZZddbtCo1ZnN7IbYtUccL9f35Jz1la98pe6xxx7atq2uWbNGjzjiCP3iF784vueGxPcXXnihnnzyyXqHO9xhjHHvf//76xvf+MbxPTd0n9jUPrap77700kv1lFNO0dvf/vbatq3uvPPOevzxx280cvm67Be/+IUeeeSRunr1agXG9b5cf7a5cxtsuT5XVfWNb3yj7r///jo/P6+rV6/WfffdV//0T/9Uf/7zn1/v8W7ONrVH/s///I8+8YlP1N13313n5uZ0m2220fve9756wQUXLPndb3/723rIIYfo/Py8AuP1vzXkCx/+8IcV0O9973vXef4zUxXVW1Bd6DZmp512Gi984Qu5+OKLb1KxnpwzO+20Ew972MM26jH8dbRnPOMZnHXWWVxzzTWbFcWa2cxmNrOZ/WrtSU96Et/97nf55Cc/Ob522GGHcckll9wkPfPXtq9+9avc/e535+1vfztPeMITbvLPv7nt7ne/O2vWrNmsbsjMbphNp1N23XVX/uzP/ow/+qM/uqUPZ2Yzm9mtzG5un7upPfLX3R7xiEcgIpts55rZUptpovwG2Ac+8AEuvvjiJWJvvy62fv36Jf++9NJLecc73sHBBx88A1BmNrOZzewWtBe84AV8/vOf3+yo2Zva/u7v/o5Vq1bx+7//+zfL991U1vf9Rn3wH//4x/nqV7/KYYcddssc1G+gveUtb6FpGv7wD//wlj6Umc1sZreg3Vp87s29R/6q7Vvf+hYf+tCHNqkhM7ONbaaJ8mtsn/vc5/ja177Gi1/8Yn77t397s2Kvt2Y78MADOeyww9hzzz258MILefOb38xVV13F//t//+8WO6Zf/OIX1/nz+fn5mdjSzGY2s99422WXXTYSCf1V2D/90z/xzW9+kze+8Y2ccsopS6b+/DrYz372Mx7wgAfw+Mc/np122olvf/vbvOENb+B2t7vdLZbwd113vboJW2655a/VmOA//MM/nAEoM5vZLWwXX3zxRkKnG1rbtr/0hKLrs1uLz7259siby/bcc8+NwKmZbd5mIMqvsb3+9a/n7LPP5u53vztvfetbb+nDuVH2kIc8hHPPPZc3vvGNiAj3uMc9ePOb38whhxxyix3TjjvueJ0/P/74439tr/fMZjazmd3a7NRTT+XCCy/kIQ95yCanW9zabeutt2b//ffnTW96ExdffDErV67kyCOP5C//8i83EgS8uezTn/40973vfa/zPW95y1s44YQTbp4DmtnMZvYbYb/7u7/Lj3/8483+/NBDD+XjH//4r/QYbo0+d2a3PZtposxsZteyCy644Dp/vtNOO7HXXnvdTEczs5nNbGYzm9kNs8svv5wvfvGL1/mevffe+3qLBjOb2cxmtqF96lOf2qgVf0MbAI6Zzew33WYgysxmNrOZzWxmM5vZzGY2s5nNbGYzm9kybCYsO7OZzWxmM5vZzGY2s5nNbGYzm9nMZrYMm4EoM5vZzGY2s5nNbGYzm9nMZjazmc1sZsuwZQvLPvPkPyaJMje/gtg0SAwEQEQgRMgZYiKXQjedgiopRSQlap/RqkhKFCrT6ZSFtWspXW+vKygKISBVCEGJIiSE2CRi0xBCRCRBiEiAEAKCIkCQgEiAGOzfgMSABPH3QQxCFKGZzEMUqoLWSq2KloKoEkKgSZHUNMQQCDGBCLUWVAJFlVIyVCUFiKlBQrTvQhCBUip9qahWJjHSzk1omoSEQFUh557S9whCiJGqULspaCU2LSkmQorEGBEBBYpf077rqLUSY0KCQK2oClUrBaXkSlUFKjVnFKGqoiWTc6WWjAjEpkUEAkLTNkzm52maxt5fMmglIJSqaFU0gKpSSkHx61bs2lWtIIJg7621gCoidk1qLZS+B5SUEsRI7nq6aYfWDKrkXFhYv47pdIrWSkyJJgRQRVXt+4BcCrUUci1Mpwt03ZQQIzE2iD+LQRW0YldBKCVTSqEC1Ay1EEOkmUyIEsm10HWZhVwoOaMRxM9pLkW2WbMD2+28C/MrViCAlkyQRGpamqYhpWRrQBWtGa1lfAYQSKkhpEiIAVGxxVQrIiAKtVS66ZRpyfR9B0BMEaoyNNpJECRGogRijHb8baJJDTFGAvacqwgLC+u5Zu1aFqYdVWxtpBRomom9168rKqhmpgsL9F1HbCbMr1hB2yRSTLTz80zaOSYp0cRI1ULfZ9Z3U0rOSIyklCi5p+9t7aempU2RFCIigojaPQkRVaXvO6pivxsTUSCGSAi2FqiQS4eIUDSwfmEd03XrSU3Dyi23oJ1fYT4FyOttPagI3XSB6fr1LCwsUKhIiLSTlrado2kaYmpsrdSKiiIhoFrJXaFqpWlaAoEQA+2kJYZgPqkUmtQwt3Kee95nv1/a2f662qnPeh4N0K5eRWxbJCX3l4KGiPY9NC0lZ/qF9UhVYopI21K63p73tqEA3br1TK+6irIwRUuBKkCFEAkVgigBiEDTNoRmgsSIhOR/21oQVQQlhAi+B9l+ZM/X8EyJQBQhhkBasQJSND9VivnGviBUW1tNomlbQoyEFEHC6PsrmB+rlRSE0LRICLYPiu0xpRRyqfbcNJF2xQpS0yIpUBVK11OnU/ONMZr/HHx/2xJTQ0iJ2JhPUdSu6foF+ukCtVR7TxC0FBRBa6VopeRiy5pq+60IqrYPlC5Ts/n+MJks+v75OdqVK0jtxPa53KO1EkRG/04QVJVabA/XWqhVKaWiqnbBUaiVWm1vDCGC7yWl6+yatS2kSF7o6NcvULPtCSVnpldfzXTdeiiF1LbEEM2HVwW/TzlnSu4pKNN16+jXL5jv971MMH8q1Xy9IpS+p/Y9KlD7HimZGBNp5TwxJnKX6Rc6ur7Qlx5toz+LgbkY2XqXO7DN7ndmfostELVnJkR7RlLbklKz6PtzRkum1ELuM4RAbCfm+5P7ftvMLW4ZfP/CerqS6bspIMS28Wvpz3IQJCZCCMSYiDHSTBqaprU4AMy/CkzXrWPtVVea7w/BfqdJttf5Z6g9JFAL3bp19AsLxHaO+dUrfT9raFeupJ1bQZsSTYpoyfRdz8J0Su47QmqIjfn+PO2gsevRJNs7huPGj62ilOnUfX8iNYkgQgyRGARJydZkP0VCoCgsXH0102vWEefnWLnttjQrVxKTrfF8zXrydAENQrd+gW7tNUzXryerIjHQzM/Tzs2R2onFqr7eEUViRGslL3RoLTTNxPaolGjm5yzu8vvZNi2TlSs55K473Jzu9lZlDzvwQAjBnu+akdiipUIAiQ0gUAtCgBSh2sSW2i0gaQISUY8Ja+4tVhaL3DVESq2+hixmRkCkIdSCpBbRTK32uqpSxfy3lgISCVJJMRKaSAX6XKkSIC8ADUOgVbqOLBBEmKSGubk55ubnaJPt/Z6BIBSEBDWjQUAF0QwE/7kQor1fhvgMe5YlRUSr7QcBROLoO0OMDLoJxX2piNjzFgMSInjMEURQtfgJsW8YvscTnkVfEpNd/xBQwa4NCsUciKp6lgQxBPuZ2rnWWinF4noRMV+TGsCuE1rNr1LtXGP0Y7FP1BCpubd9IgX3L7Y3oZUYIqVmcp/JxfYkJKClp+86uj5brBZl9KXVfy+laHtsVdtiYrL9s++oVDQkalU7Zq32zNVCrrYPI0qMrcXd9lME98OifizRnjeUJkRiCiS/D123nnULCyx0mZASK+ZXMknB/BuWa9SSyX1PVwqlKrFpiBI8r7NdKAZB1PLCXNVyV4Sum1rcHCKh9ESJxGD+KUggpMZi9eH+F/u86vdTQiAGIQS/psM68rdrrfbM1jrG4fYsVqoIUuvoC2utqOeuqpUApKYlBhmfvaBKGPY7qdhVg6pisQU6xvAEKH0mrJ+yYu0CW4fEllusJLVzdGun5K6nBLgmVS4T4ZoUUVGCCMlzpjYKIVrMB6BqOdW6rqPrOrtuWklAkxpSCDTJ82KBFBKpbca8HpSiSp8LRdV9ja3PXArFEluLr2ohBsMRXvUPb7teH7lsECVQCe40h4dRh8S59KjfsFztYQmloCEiRYkxomRqEGoVVCHak4hKxcNhNBf/TIGUkOggiAqekntSHcwxhQQBMkoQtSCJACEQPEkdwA2toCnSV3cDpdh/1OKJnhBjIDSR1CQDUiSgIVBrtQudC7ZeK0UMYAlAUEFEyKVSFVCIqsQAMQZ3pub3LO4MHvQpUSywsMWhKHZzPSxkQIU0RAh+7aMtIgnjVUFyQUOFih1DiOCbDxKwuDaO7rgCWgtSIzFnB5wc1PEALgRxl2lOSkSgKoKgItRqQWO1Hc7fZQBMRMcHWiuIWiKhpZKLgSeiYo68FgNf/OJpVYr7DxFLmuxnFlDXWv16CqVWQnCnrlA22HRUDYgYgBg7iUQRIag5u0YCMdrzuiBKr0IRA+hUhoTNLmrVAVQqxJqhBkQN2ACoItSQCKEStaevMC2FqBBqJSKkGEjRkrogYiAehTKtaDHQqw6n4M+XBCEIhBgswY92/6oDFBLF1pJvKkkgCeTcUwUKDSKWUA73x5ygov6YhaDECJFqDkQrogUNiRIsocnVkjFV3xzErquWDFqQJlkyGpSAA1kKpQ7hh1ryW+oY0IqAhoRqQYAGpbhPKevXUnKPRmF9NwWF0CaiRCg9pXRMq9JPF+j6BXKeokDTeDJVejKVWnoDEPEgQoRSKiX3xCBUKiKBqpGp9pasBKGJkbYNJDY/yu+2YEEr0raMzsjXaclKxYLZWiqlVor7fomJmKv5foEqYfRx0QPBWkDFN/vco6XalU4W/KivQ3Mj5ttUBe17QkogkDFAPRRbryFEgog/4eaXtVZqDORSzQnnYoFoyfbeEJFkCWecNGMir+K+P2dqLpbU66LvFyBi+1kZAPlaCVqJYgmveGCJ+yJCAN3A96fB91sYL0Pg4gEnUdEYbU8DW+sxWsCC35Iu2zmqmq+Ndtz284CkSEA9ALI1ULQgtRJyNlAsWhJSVc0/pohUB0r8c6BYsUIMKCp1AG7s+PEEAlU7TsQ2+pBsv8l1BKJE7btqNp9CqbaHlIqE4PsMFrhXBTKqUMtwHxiTE/GkQ8dr5/u7WqKgOZufC8l8e7VEqGkaYi6Evgct5AyliYAlBdI2vn+5n6uVSqYWA3lEqwV6WIheYyKWIQ6Cvu/tPle7dylGYmNgeAh+bFKp60FDpqC2R4p4CGDPgQQ73uAgYq3V7lEMntD5HhuEFAJJoO+mlCCgrcVQY1Jkz21VA5RBCcEA0VgLURqkFKT00CZLWARK6aldZ2casASvFLTvoGT3/WqJAPYcWiHD7pVUu79QQSrSWLKmIaE1E1SJOLjZZ8raayh9h7aRhfXrUC1M2taSzTyl5CldLvQL6+kW1tFPF1CBJkwINaN9R9FKzZ2BvBIYwNraZ0o/JYZAoRJFKJrQ2hMbA5uaGEltJN7Gff/CQmcRv2D3rCqaO6QWQlMgQJAGrVNqUSTM2f2MjRWtQnGAxIqaWntqTFAspghA1WxgRUjuHw2QDKFSi1LUkiiJdu9Ri6uVTNVKVpASDMAJkbJ+PTUKogsEMV8ZQoTcGWBXplACZAPK8VhMHeDE154Bx9i6keL+yPy1hIhqIVS1YqpmpCgSksXLBSvYgAEodQNQo1b7XLEEVjQSgsUgIQakFr9W1fMFsbhJxYoApRiQJYKWfiwKiWFbqJYRRBf12EutiB212O+Lx/O2GVmyqXYNa8lkj+klBEIUB6gXC6aVaHv28L+uh2jgqJRiSara/W0GeKoUCtk+Q8yH1JIpEolqiYdHY5QaEAf+BUFrIaCEJlFrNt8ili+ZX4yQlUSlVyjq/q6qxe+qBIlW3EGt6FwsphcRSrQCDiEiYv4whQh1St9VFkIgxQnRcz0IhCA0MSBayQK1dtTYUHrLZyQEQmNxgCpE7QH7/DYIKfmeldoRLEgxEMVjGMdEUEFjsH1PKiXbfY3BCqi1FC9cWEGlFosvELVCje/PYci0i473UbF9rOY6gvsxBPtuS9jsOUgN5s0DIGj2XMzBUUJjAGStaF8JCx1z63tWl8LKFauQEJlevUDtenQusraBK6rSBWEiAwjoMZVY4QDPvStKlwvruinThQXLE0IloVbMFmXSJpJY0bxaQmN7XKn2HMRI3/XkaoUbVQOwxAtDQXyPRklhuAfL85HLBlGiO1IVyJqRYlVuYhoTqZKFvhT66XpLaqPQCDSO9JdSyJ1Vh8xpih12Ke6wrEIfJILPINdYUSl+8/Dku9qDVa3iImKpoaG6A0uFMZiSKOZMUUsIqqFoVANwEEVG4CLYd3nwuYjmBrvwDvJYAuqf7ShnciQVd1AhWAXVD9yqdI6CBRG7fiIQPeirCg4IiDtgrf57KEENMKnFroGxc/yhR6EGslqQOTixCJTxzMTQarXgOKvag6VKo2qJvV9jS8r9F0cs2wAVBVustVhy4QipOSoZHUIuZUysbHF4BaEUYlAL6LVSi7E3ELVrQkWzLXv8mUOLgVV+KQdEXWRx00GDgyX22dTifyyoKyiqhUYDIVaSQkoRjRPbvKYCfW/MFVVqk8i10OdCU7Ijmnj1t5Ate6L4/daqw502gEYrfS5UqUg1plQVpZfkT0ygYmBj8Kq2FgOJrCBqTt1xOUuSJBigqIa4SwgEMQTWkiBzQLEpVHeAqlYlLkUQtSq4R/4EVSZDQhEi6uBcSmL5Sy22YfozE6iOgEdfC0PVIVmFPgZPbmUErgKWfIJt7EPFxFFOohRLtMQSuFKtMlwwdF1Kha6jxEBXhBSVXCvTaUeXe/qcydlYUgbKWJJQ+6klPDGgpQ71k5GJoDVTk1VONSaiVrsnaqyp2DQQAn0daki3TRv8ggoUzUgRZ1Mku5+5pyLGQly/jqBKGwCZkCQQUjJG2sLUNlEvsIUYqdmYalqHwCBA6VGN1BQXwU/Uq/iYT+g6C0CGqma0AClEBwwQtO+syhctwRMPNMH9EGKBrgwsseD7QYAmIQTIPSoBaj/6EaWi0nvwrIMLN98OXiVa9P3irApxllwQC8DwSpM6iCBhAKv9lN13Bcx3V4y9YLGeB1pBiG2EGskbBDbi4IcMwVgw4Htk6amSp1My5vtDSgTFgqYayJUxuB6qd2BhVPX9Xvs8AkBoNR+ckt2PXA2oLHWATy2pKpkYPHnue0rO1Fw9GYugBe2q7ceC79OZYFujgS114JqIBdpxqOLqCJJqKeN1rR5okjNNjISYbH23CdI8oY2wLrIwXaBOi/mgyRy9F09q6UdwSJ1xk2uD1kIsVrWtuY7VPgmBpJXcZysMNRFSpApoCGhwcA8rjkgMSAqjX2JYBwNA4oxMSz7Eig9db0AKjQeMBsAQzW8NjFBqoWZ7rwRjWA0gVaiVNsUNfL8g0YL7kCyJrGpMAoM6qwGWfr1rdtZqjM7cdcDUk16AUBnjCZw9lWtFcyElkJKtiISR0kou9HlK8Sp46DO6sJ6aAn0QNFrlcLpugb6bkotVun3F2/eXQq0LhGzsgJo9AlKLpaqzhmpjQGxNDTHrCIzFxpg2EgJ9uW2DKNqvh9BYvJunSJzYsziZt2qzVoszRAlxDi0dIsGKWxKgN6aSZEt8QzNvMUMMKBFqJkoYK9zGsFNkMqFoQVMgYOwFRAhta/dPvPCqlQxINzX/k3vbB/qprZVkRcsaC00ygMc9I6IysthUBJrGzyVB7gnBCrmaM+JxjeUtYSwMSvCicDOHJPcReCwonnBSrOrvAYqMwZeAMxnDAJhqXWR8SDCwyZIiX1NqoLzHopb8VEs6HRQVksU35lRtr1FFsM+S1opqoVaC9ITsviU5iNVbjkG1gprUIQ41MIaYHFhy1lZw8FcdOEoRqlBC9AQcgmRb4M6ejzERgdxnulKJsZCaBq/u2r4f45hLiASrDNY6gsIVHYvTgkA7R6zVcsdsoLvGZLitViQ6kztFkrMpiw6sVMgqaFHfmxtSU2nblrULCyz0HaFPiDSk6HuRKng3An1v23U2v6e1MuIQCDFZrFRqtdyyaYgpUghWeCJaET/6Mxkc4BsK4Q6gkKvnWIEqAZVoBXKUWjECAopu8HyoM0yIxhYKjZ1nFS+GRwUpSM3mRX0vLTjwFBdBDcNmihfZjXmmIRhwV6N1WfSFdt0CKyusWmGdK7l35tOqCVfPJS7vOxYCtJNEmxpEhaJKLhlpGiscaaGq0JXsrKAeUWgE5tuGRoSUIjG2SNs6K9q6GfoBIBELIrTrx3ttcYXFARIgVOtgiCkZYxMlRGP8LseWDaJo01qA5BUPkQFZLgai4AhozWPyX7qOGCK1cdpfiIRQxoVkr1mQlgieLNtiD9GosGDMAFXc2bjjUKU6sJJQQ/Ci0eOSVxMGhyZ4tTI40isGCFGdpl0HKmFjDhJnT1UY4KiglTYImgxpLuoL1zOCMSgSOydrDzA2SA0bVit9cXmkLNE2Awt6oKgH4wPKp2oUYVVqECiMScLoRO2DqFHJVcla7INioAC5KoYz2mIUWfxci9OtcpZSNBQwyFjN1WLOMoRBQMeBIrX/HipcQQbWQTX2jleRRQJBnVruQMsQ6I4ASVWrigZPYpz2FmXx+yq2yUYRNAQygSL2/EkytJeqlBoMqda8BPrRksdrzMRbvdLgpNXo7QI1BOg6pjkzzcraPjPfd7RlwiQEUgyUovR9peqUGgupetXZv00wRFlSIPRC1/f0VSk4La5CKBZsDyg5QShYciNDIiBC0WqoKJCC0CbbgPCaYrTimlf/jApq1O8GGm8/c5RV1K6r+oZNDIbMS2PUc/GABSFLMro1ahUHR+ybtnX6c6RWu+/GKDSGDMOmNlQ9fW0sgmx25BFD/i3JM5p5qcUo+1XJfaYUD4oDBmR0BZFiAGDOFG+B6vvewB6n60cMeCkCuVRCL35d3C9V6Euxa6PKVA3ZjqkhqdIkO78oBpAu20n+hpo2LbStb6Di1amI1uxAtAOzJdu9LJk8tSC0TpIFAzEgwZJoKha0BQccUkQLBiRoJTRzxJQwlp0nfN7G6XviCIhFrP0txmitGm3jx1Yg2L5jQZdVI0MQJEUHxp3CWivWn2kAehkK5g5MBjXflFpLTqtfB6pVLcVp0gYQGjgqTTJAQKM/2wY6i1j1qQoGmoIneeYfxP2jtUZWKzxoNb9Uy9LqiINISKQ2LUU7Ss4OxlvSXrTY7zqLDmdzFi9clGoVudgkr0AJEmyPwlkhIXjCAYzRsvt+P3Oj9ZYKoTp7DwenAnjiMiRIOL0W8e+ohSjR9wJLLsxvhLGqigeOURti1xvjsGaYrDBWUvEW0z47u8niC0Fh2lsrAYrGBmkSMmfVP6VFJJJEmKSILiygudDlzPppz/puSjM3x1wTSClakt9lqlqboSZv/2MxcG5SgzQGAHRdR5+tkBGMhEEIxdhPDnIT7ZkbgEQRMcq1Viv+iMU1TWPPuV26QKwjDk3Y0Pc3DaCE3BtA78+VoXEOpoVIaBpC05DaifvhSCWSY2NAExhA6kBmnJtYXNA0Y9tBleBMJnsw1YOnAbwbmGB4m5ggBogJo+9HlZKdgVKK0fZLHddJKZV+oScg5Ghsplp6ctdZi2gxNlNIjfv+TMGYwaHrN4j37FnPuSf3HWhLAlJXiG1DipWmgZCi/X7NLO7qt02TZiWSAA0eqwpogpyRprX1nFoD6/opMbUWGubO2ORzq2xNJyvOIGp5RNfZ89FOqLmzSrc6k6MWculQiQam1p4wALkhQNNa0VWCBQdVKQSkKm1qrDgXk8HOQawFSIMBQmqF36JK1mpJd/T23aFqOLI7/CIkBzBqdGAZY4pVf7ZjQym9A/EytndqKVRnP6kWW+9BvGioSLWiFkPxamj5caDeAG8DH8fHMFhSbNF8cF8p0C3YdZXohS8/n6K2tyGec+FABIvAzcD281YgA1CK5TklbMAMNEBRBgDb4QurS+gYcw/dBOLHqXjRV22vLA4MNSL0zthbL4E5oA2W51lLXbECpTMbh5Yj8PRjADLUgQk/nxgC1fO4gU1k7G61Fki1WDp5m3kOxlwxlrXtzyFYS0gTIo1CP+3oYyRLQGhBqrcS2RmnIFAt1+pLZ/iKRIv3bXNwkB1KLaRgbflSlOQt9wOYp1WpamwuS6+cUVON2Vuw4kUt1VjuntNSizE8cZajg0wBc7gBKxKKH4Nt5Xb8VuARByctFjfGTY9oBLwQqWrFJZzI4EwPEANZ+0x7zZQt+srqlfOklKhdtr15rmH9XOCqkskCExGamJzdKl58a1C1vDSjdN0CC7lnOu2gZpogNLFxVm70tTMwVI15UrK1AEpIxqD06+61JCviSyAhBH927BoOOdIgFRKW5SOXnR/UUizwC4HSF0e6kvWqO/WsuI7DQHtWieZcBKRp6Uum6xYs0a6dIZOeXFHsRqpvrEJ1kEKMfp0sOC/Rg7ohjC4OUgTrJYvBAjvrSxw+x9DFJiViMpZJrZUc8BYcS6IthDa9k0D148MflCH4s0pd8iQACUjFKiRa7fNqIYWwWDGruGOxB7uvIDUTxCnTHizbJiL0xRZNHSjaXlUzJNMS4QTmBAa3JjoincX1OMTBGPF+U0UXq5xYVVNrpXZKqAraoskRvCGgFnOToosVtCRCVKMnVxH6Ihas40BJKSRxWpYINUVyMbS6FmOZ2IbsOitexQyDE9GKZScGtNhmg9OcHWSRwZmaLotqY/dDjZFg35UNjR+qsb5RqlrLTPHrYeitPXdNjGjb0udMN+1Ye+XVzM+vZMVkjhQjqW1oBMjZE/1Cq5U5aUmxGVsVNIjXBHrXhSnkqt6XauyqkKIjup5w1GGvtGtDGej9BoJVCWSvbkTx9p5Bv8GddQxCk4wy2JM2WFM4RXCgI6onL0I7aZk0iZCSFetqpXQ92dsIAOt79QBfvFdR1Vr3+lqJVWk22NS14MGrb7JiFRE1HilDp2606GVs6SrF1lDxCmAQW2uNKJNoz33Jzn7Ihdy55o2atoUED+xFiLWSVFH3hTEY9T6RCX1lfZ+ZTjv6lAmTCRMRWmkwYL5Su7y0deI2atWr2SEmStcZtZTG2ymNCVaz9XnjgABi1ErpBdoJJWfy+nXUXNHc2R48UPxLNbYRvg5KZtCasJ1+gqp9b0i2gQtGKVVndISUrL0BSzylaR2QV0IM1qLZJqu8+DOei2niBLFgKGDrJ7gPM00OO0Y7Z/vehCPK3pqjqhT3/eqgOcXAJRlAplo9uFFrI/IAagD/7Fx9z+gN8NVajenX9wxaS0Gt7S6EtAiGeqBVysAMXPT9VKdv17IIvKtSew80fF9CJ2jjzJloPgb/HHPCdr7RgZOYzPfnnL0I4doFuZBEnG0DoY2U3lqdbN1WvO3cabU6tirhrSqy4d5TvXIbDDiQ3Fvw6oQUdTbpwEYheBCaTXeMGBGZIgOzVauDS/asGSJm4EOKkXZujnz11fRr17P20suZrF7N/NwK65mftLavdwYSllzQSUUmE9rYeFICRPNzESGVTOmsCBJDRXoHNtLAJBrAJsbnX8USMEKwdi4M3C9WorR2y2SVtNA0DCygEANNm5DMCM4Pe/ZQRBrZMrUQg9C2c7STCaFpRiC0LEwp0Vgcds028P3JQMrsbbi5FGKxwgnOCtaCxWgevOIFCytU+XPlexUYo6U6qF1yoXSurRMN3EoobYSEUPtC7abULpOnnbUGDzpsMVC9mBGrkqoDcCqkxhiHydvYSpfp1neUJhFWrmCi0La+R/SFGnoHmm7jvr9bIHRD26+1N4i0tlb7Di0KacFBlTC2uRAS/XSdVe/N85nvlTg+S9TsjqCn9J3tJ3QGOKSE5B60Q1JLlUKIjbGqemvPU3pjuoRoCbsIklZS1fYjA2lxYCEbkCnirJYA7ZCHe3I4JKzefhMAkWRhvLOiYdi3BuaTxb4huk6Yg70DAqM4mB4EoQFxgEGK+4to8UqIi+xBB4CHoNXYkdZCSLa2H3FQcGDCaFzUoVI8ufU8SBnYBdXjJNsnJaax/UhckyIEgSZRihjDS4JV7xn0OqzoG2SonjnTQazYOsgRhKiI+LkPwLnv9RoqgYTEwKQqfc5MuwWCzNk+HV0TbCiqYvtoGiq5Q0AnBgwPNV3xnI9QaVxuoiaxlnAHcasWY/KFZGxrFWIw39MTPIcxplGQwGSupeQO7cw3dcWYUyHFMY8BKyylaK2JRe2ZQG2PzmpEgcV2lWQxpTOH1PPXoW0LnOWDF5dFbE9JwTorQkPw+GLcRxC0mXjcoONzTTWNQHuULI4BvA1VKLn49zkpQew7jW1VTfdGnHmFF0Ijfm+hqmleURXJlbbLrEJYPT9H285BwbSCVs6xPsJlWlgIEGPj7a2ms2KF42ASBAh9X1jXLbAuV7pcaAhWxG6siEuaGMg+Ft6LdcWIXUskmFZctbwzBLF2rYrpzmEaKnFY01ixXsZ2rjTmmNdnyy+yimAMr0F3IZjuhVSvOkHjlCVN0QLCAd1SoXadoX3FKDXCYmUxZ0GjbXZRDCGMLlwJxhoQIEQLrM2Hyfj5geAMCgNIPJv2vyz4LRi4k+xeGX2rVGsb6C2gkABBB+Egd67eksJYJVosABrGo1Yld9aIFqMQa1RKX8yLu7O1QHcImCt4Iq1VTUjLE4PemRvqAfqQrGZH2CKgDbZ5yCJ7Qz0RGGjl/uTbohmOzwEE1BD1sW2qCqVmNNuiTn4NgwewRdWraM5Uaax1SrK1Z5DVHak6ijsEwnaTE8aSqWoMAlVjHwztQMn1XRShhqFq6gG0GHvGqloGbIUQSCFQqzl/pw2BuQRyHtrDPAAMptVRHMzpS/XAOrj+gjc+OZ0rpUg/7VlYt44rr7yKFStWMJcS0iQXk4WyMKXvTJS48URNvU/R+kYNdExNMoHIbFXhEJOtG3vDuFHgCU2IAVwvxtxsNZBLCiLZnq0QiAJFIk1Vb7UTp4c2pDxUH6Af6e/eoytOya+V1HolMjkgWl1k2UQLrO+0VgtskLHHOAbTC4rIoHk1UsoH0TR1DBRvL9MQGISkJdhG1mHUQgYA1p/3gXkTUmNisiGgKaJBidWTA6onl66xE110zoEj0tCLCm00zSOS+LIwlkCYVoJU5ptA00SaJjBpTGQshjHmv02bEox2qgZIWNJrZfUI1CDEtkV1ahR5tecFTSiB2nXkigupWo+9iEAT0T6jQ+LjwGxMyQS+gIFNIC7mV3MZAzJx4DNIcNHZYG0i4BRmB2o9mRs20+L6Vjn3lK53naGWqCbQbUGBgRt18P21+L7gxy4Wyw0sRlV1cdGKxkDNmdxlv346JvY6BpJ5TFylOihUK33Xb+D7q2tG1bE6H1VpJhOItu/qANarEhwccuR5MWG1g3AgHQfWFSnZz0Mo2ajxpmFjAYcFzOI6Jd6eKsZEkBgIvWki0FsFL/i6Nh0wp5IX8b1OqZ21bpViVd7aW3tsjMHZPObbhyBu8fitjXHYz0xMPI5MB2O9DcxTE/DVXHD5Fkv8k13/qkruix27t5rZRhahsb09tS191zG98iquvuxyVqxexaRJiLakprHgc90C/cICotVaQtvGABsdLrgFj7FtSH1P35kWREzJW4oVvGxj98eqaNIkL6DYfkoWqlhiYrpNtt6s/SWRPMhWMYZVEBMQx8Hr7OAdWl3qYZE9HNsJaX4OSY0lVMXilQDm+6uBibU4fVviIlhZgoOPdQxninoxxo/PqOHVgEhvgcCryhoSvTpY5BXO0fcLto9NGhsqEIMJXUXTmtMUCRjgU120PqRBxNNo+yEFVE1roYmmTSAiFptqRmsirJ8SRZlvIs0kktpEOzFhZ7uEwwZ227VmfoUnp3avQlhh8WuUUexSqWjTjkAekijTKWluhfk3bz9RLDakBrTPSCNISFSGdrZq4rQDBWSMtQVCsjghJELbWluOM1OMRB7GZy+ExvYdwXKPqqh4u5sKsZmDtjGAwGMOkJEpYXFjtJZrsUq1McNdYDWA9eCr7wsR1d5/FofIzwtP2FrM2fePYHF2KQbMa6GGQRzWW1dwcVqGdkorzFpOMwChxnCpZWDP+NoNwTSKBv/pifRwHUS9Fb0HDbY/SRAT00yR6K3bqAly2veK7edZTVNKCsVbUofCmCXYzpgp2fX6BuAahsqmFWG9FZxITYm5KHQlkKdTOjEgM0VjlKGBQQS0xOhAm+2nQ6uvMd6j6XTgIrlRSMHy0VCtm6FiLTulL/RFaTTS+CAPFSGSrYCsdr1UwIYUTOir0uXMdDolSvK4w9pWg7fvalVqFGJRbxUTcjG9pyGnjJ48CpaLlFqNqT+wIdSKBeq5Lb4v6qA/psPy8ByjVHJ0hlctFgqgBqIN+YMUB/ZkvAfGUhkAG1sXITr7IvjzPsYWBizWXGy96iiuYUyraj4+LfTMTwsr1AgLWtVav+Yb1k8iV/SZhVKJQYmu0Vjxgo+v9xICfd+zru+4ZqFjurBgOpLJdW8cXLTCExQNfo7BClZFTSco2nAYKYUGMVBkqAep+SGrWRUruqkyZG7D9ZdlFk+X385TM4qJ7dEXMlPq3DxJvMdWi2k0OBpbXTiyoqY9IIF+2hntUm0zJJoTkGGleWAcgljVPyZvFxguntUCURfxU0uuVewhRIwG60wjc4YhUKs7kNqRUaRYK4IF0oZaZzEBqyKJpmaj3MJIq1av6qBq4pnJe7Z1scfS9D2q9RoG7OGr1r8pxUVu8Oqrmop4n3FxqQH9Aymd/b4zZvpimg8l93iGYGyDITOoPSzeflLyh0AiVQ3kUbFpOwN4oiM7BXNKau0gBliZarpRG1y4b1DwFhNKNIwjQSxGWWMRqayeUAfv/66KOdUoxGAMkJoLpWZKNkr5UA1U/2/EF5ZfWwi2EUoxwEOcJlnzWImMWMDuV5lBW9wzCANivLfUNGjwAHUI9I3SHDAxZEJHzlPWXn0VV2+xmhXzc9YukGwqTxNMYbxzlF5DpEmmFj9U/Gx/DrRtS5CevlaqeLV87O2EYZ+xNoPhzB1MUqXGQDGOm3dqVVQjQh4FcK2n3oLfEAMJm6BQiomvFW+ds7yweizkxxG80hLiou4JFhSbaKgHS8mfs6HKKL4JO7URNSeOsriuhbEdYOjvBU9+7DZ4wqgDeWt0YjF4VVyxPk2vZvZqoBxOoS/+++KTPazu4wmdi5R6uO1Cp4mYKq2I9xNbNSg2LRqjOWeFWKptBLdlK9n8eIgU19GoK1aS5kw3QIsxg0zTBGq1inXFW8FipCwsoNPOfH9VSHFkG0mtJkZLICQTx4yDtokDxQiLDI/BH6OeADu7EJxZECzAj8EkPkpF8pQ4VKuL+f7SWwU0qz8/RFLxZxmr+gy0WHzfCTEQkwnL0vu0MnHAs1Rrq4jJAhTvMWZglLhOBJjvH6aNSS0umqiQywa+v5AdjKl955XHYHot/tyTnW2HsSdjk0bQuCr0agFVUTxxx4NqO5ZRb6PksYKq1XRBaFo77ZyNdo4sUmNDRBOIphG4L74n16qEZAFgdeq2VYKMpj0wD3JvwJABLi76HAa4F8yJyMiGU7EYhFCgSejUJieRnAWildpVAkqRYa0Xb+3C9Vp80pB6MUc8eRNBmmTsma5BplPK+nWsvewyrt52a+ZWrjTf3zQGjEwX6Nb1TNdhYpUh0jQ+lcoCA7uuIdLMzRGmHX11IdkQxglm6qCzVYuHZ9p8LcX30WgU/b7viAOIUkGkd7DY7nnNBrqFmJAW9/3Z/H1UioPqAzgfQhx1B0TwvR5CMmZQ8Oe2DnFL245AIgOA5X32onXU/LEPF1CnhA89aOKVZO/1FwdVBhq2Fh0BFQNrBk068WfY1mFfKjkb60m0UqnkojbxTY2ynsT0BUI0rZeiFmhXAY0NoS2m1ReHQl0ithM0JhcyhaAV9Wklt1Wr03XEprHkJERK15kuynT9KA5s/q4zLaO5CdRMnExMgFaCa5hY0UWnPWpy3GhXkKY1sengbbjVmKZUm4gjDoAx6KA4+9daZKrrMyRjN4YIaswD00QrYzuziNgeEwTVSBYlEUjeqqhaKGo6gzFGKB01RmoJzg7wlodqLOkQ7LuRYEnyBu3cNmSjeBJi4MLAAsbzmap41XwYMuH+2WPUqoPmoQHEMVg+M7RkiudVIt5a4WtMHEwVcOZZsHaHvtisCQ0EX6K2/BTtrXUuuw7GyOzwwldVJRfzOzbkw0SgRxBYh/Y993spbuDDnRHn8g9DYCieDDeAzldk2lmLdS6Uppp/9GZRMJHQkC22HAomA2vPACRnwnj+EZ0JLjEStEVzZ/vkCPoq5EDVbIAN3i4aPc4szmyoFmOYBqC3v9Zs2oND0XZki0SCt+rkYKBb31eCWJt50yRSGwnBGEmSi93zukGHwHBOWj3/tBiDYCDhMA11aKiyVvkBiBCKeF7s4Jal1Qb22HucwRiix+MOUlkV1IuTdmetyF69gAXBp1wOQEv1oSK1QljfMTfNrFJhvp0Q1Ft65xum8w1XlsJCySTB2pSC5Uv4MVQ1jZq+77lm/TquWVign3ZMQmA+WeE6DUBTwLXvMI22YsXU4OK3fgFBqxW8fR+JuBj7gKZUEKwNnOIi2TG6gLIV6Jdjy88OQjJ6tjNPVITcdyP9TRxtC1HQAR2yEog7KGMg1FxImP6Agid/XqHHeqSaZP3ZMQgxOJDiYkZZlWmuTmsyx1MxACfW5BfIEVCJNva3+jhLBMm6qPehFlDlbKrcgd4oqX5cMrYGOYsju8hYsMkUA+U4YEF4rt5649WWULONi/HKTHEh1qrqPZkuzFetR6uJ0arvIRqLPBjI0/VWNa2lWNtRjGiyYCP6hm/NNBZ0Dn1t1Wm+EoA89L05bRFG9gpVqcG1OlSIDkhtSP8OniwPQj0WJ3q7kT9rUTxhZWjJsrYOA55cjLRpkM7629R72KuPPzMGg1eZ/XtGgTq/BxRH/z1ZL2qJVYiF4L3ZAwVccQ2U0Z07ZasOQljFk3tHcvFN0mHjKAFqz7prruayyy5nMmlJIZneiI9rjlLJXWXKenKpNiYyNibO52h1EHxkqtHoczEkP+JK0IoN1pNI5xNlUrCgulSvrFUZaf1SLEmoTWsAik9uCr6JiYOKWQtZ8eSyQLW1lrWSe9MIaJjzSoJV9FV9dCpOpx82zqFNbABLqjql1loSnPMKaro1IzXU/YCxUoY2H6s+j3uqr0O7z15Z8LGd6tdPgpC1mgK+J6ZtEHIMxibL2RgMQWhjoG28rOyAHt66EJ03n4OgKRF94tGolyGBQaC4U6XPQhtu25RukjGpZEhqgdJ3i1RRVXsuoiBqLKtFkeVC7W2su/Y9sRTCZJj0I5AXUG/HSbGhaewehig2olBs8zYxZ08UB6DBAdMcIyFHoiYoPSRFGxMsH8ZJqgi5sylkgwh0HcfNQ0DQYMrvxsoaWHXOCnBKM0DRnoFSLQ6gFN3A91drcaJY4Gi5oWk+aDXfX7yyqUN/ruu6hBBsqkowOnU/7UYx9ijeFtE2Tk82SmXFvteiCx9NXKuz0jB/6WwVK66bHx0C8hpM3T8oLp4tIxCwOOHOK2i+zw+tptWBU2OJelA9VEE9SQ7BW+JKIXcL0Nlepp0VVYCxF3lAZtUDuGEfEszvSc4eH/kkvFyoTbG2lhjt3nW9sx98Y/JkRXOH5qFe42NZPeAcRA9xwC7EALlj4bLLuOKiLWxkbkzEZKPtJTUEUUq3wPQaIffFRgk3zaK2mPj0vsam/JSuJ/fFgv00CMIbmylJoMuVXooxIx38Irrf7DpCiaOAbdNObAnFNCZpgIFRMZrg6uD7taCaxrHeeTolqNJM5gwQG/btIdn1/Z3gSWwx0EtLZuiBsCfHAlgcaBwo81ahHqqpAFZM0dJDNaDUikx4QmOFqKGlQKLp+YyU32hitKKLvr9JgdxE+oVsAqdtY77fRzqL75+1+nOkptMbBfpobKroFWQbQ22AEmLAXybTdzPfH9s0PEQmCl4rlLUWl/ukF/rOWuknE0JqUQKl9CNLJMSJCbZmK3gN2j0MwtupHVNuqQVJAQkrfPKMUGODimtwhUE7wsFKsUb8SBoZsym25L63Dpzggq6qMElj7Bpja/sKVuCzeNUBt6osioIP4KYMCc0Yexoj05P6OrSxRgOk3U8OjBHNvYv227THaPwbq307vcWKfP471RPoEX/0vGQ4f7WYaLHeNuikCGBAqiWVztiIwdmHxfQ7tDrTxGJJ00c0NiWKi5xGB0Csfbx4i9TITFIfl4sDNhjeHYaAz1sU1Nsvh9ajUoe2cCFqIKZAQ4Mu+ETFnIyR6rGa+aMBuB3OFWc92zh4+4FPT9VqQFaSkVESooH9KOYHUWrfkUsAH12MFz6HTgvTtIEgPlUziAmq10KtpsFpn2lTQkHH74q12LUtlRyEqL2db0rE5PksNhWnID6WORGqtTIHP8/hHg1Au8TkAL0zDH3ghXpxeNBN0eoTg4oL7OKPhgqhZPsuwAA4K3xZLA/WEmv7DL4XBbtwqATKMJmtGhMwrJ8yv9CzqipzTWNi4hF0xRwLKyZcUTPrcm/Fp+AdI8G4+rVikzhVybWwLvesXVigdh0rUqBxYCtSXGbDBdjpfXiFrbsYEqn2xozCAHlJrecrnlNgLWbi5fXg68WKWMFfsXVto9oHvs1127JBlC6X8cIGMUGW6gdMb7O9ZQCAnJmgGI3OBKCMMmZVbgNICNHEv6IpRUc1PZKYEk009eIxqBPxh6yQSqH3arYOowC9ujYIH0b3NFq9FWKoDGnGUZmRhiTe1z2thYHNkmoakyorhnki7siyjc4aGAuLQV/fW9U2KUyLEqL3eKO++GxBFJ9IY0GIUftoG7Rx0RxAs/UL9l1PKT1Bje7exkhyRWZ1peQ2CCVDHpIcbFGVbAlv9HaYijoF3UCDYbRgg137FGUo/I1Cf+qACO6EBGcbscjSMfDGKL2GNBuUVbHqWBuMvVN6c/zjWGNZbJECB7b8+Rlew6t0dr0tya1DcK+22dQSyGMiEIkhOxNt8Rm0DckTDv+7DomBwfRUDCwwgM/HEHcdV112KZPJhBWTeebmWkIUH2nslZbORnfS9dS2oTS2EVirwQAIiXkXlFysFc6SRyEFaHJE1lf6aaE67VtRNBtjZkDaY1ATx8w9NYi19njitUjZd6X7Whe1dbILMgLaZ6PIYc9z0TiCYYPyuE35qOPa0SEvClDVNBj6bGPNG7tNXnFmUVdBDd02ANDHugbb7rMzYvpivfVBjAY4BB9loKEq1vNce0/YLLCtIY5aCN4ea7hJSsYOUhN4HtrYNqS3llLIfTagRxiTkOqAZOcMnjYXoty2mSh95+BdtSAwYNV0lWLTVmJCCgzTX4ZgzqrqDqrm3inDBlwRE5oLoTSQM1ErKUJsEqlp7TPHDTcgoSXkTCgZrbb90cQNfL+ldSJx9P01Z0K1Z9UjLnteotNUc1mcxpWzMQDEtHQG/YgRLIkDTmj6UNTen0MD2smF3E2pqsRaiX0lNL1TUKu1RWTXv8rGQKnZfX8IMN+iE58SVmwd932mX7CxgFKNZdKE5JRgWyMSTaCvZiUH8fqBCVKr79kDCFnroEFlvl+qMc4aMRZ9jLKo6wEWKEkYA/WhHZBgQLWBRlj7kpp4tI31tCegVhtR2iYhNok6BRP3tOko5i9g6Os14GAIdkbnPwL9IQgxBTRbIE/1dr7ernNQdbFwA4/GKR7u2xc/z9mKYgnMwISpw348VHP7QF2YcvXPfk47N8+K+RXMzdk9qg5U15LRhak5s2lHnbTUtnFA1wElzO2IJxzFW0nN99tI4qZPyDWFvL4jtA2hOh8xW4GohkhoKqlWYko2eSwINXTUMHEKtjNL64a+30BA6fuxBVq73kQ/PVAvWg3crhs0lg6UdlvFLoRvCdHwDOfe2cdDQhldwDwN69JbNPuMVLwF1J6i7AzHnDMlGyjZpIgkxjY6rV51LBXK1Naax5k1BG+fstgu4K0FKdGrMSgt3qljcbJ3sL/mYsLXHrAOf2tVMpWu76nrM007sYLJbdgkzXtrFP4susgrSo0JSeL+AFSzsY7xEbypRYL5vhACmuYZJqwJOEvJnlsrmhWIrd2jbsGBtYiuX8c4Bcz3FKlDWydAdVFVW5OlFmuLy52ve9NnpFjLTApC0mrjq10cVsc40FsL++LBhLOGtS4CjFpRNVZDCREt1UW5rTa+IbvNgGU1sFNwxrwDuTE5COFFozo8qw6EeIFCBjauDLGYnbbmMo73HVkbGkZwSWs28FgCtfZ29XxKkBDA2ezSdYTh+x0MiUNRLjW2f7KY69gHGJOueDt1XxnZ4DEOLYrqsaj5bgOys18LlyQPgZgmKB21aegwcdZcio/VLX4L61hUs+3CfhcNSFDGwmsEdNgDXFzW41kbcQw12jQ1FWvdNSCkOKALiBU3aaxFJFSbAtOUyDRXFqZTy+Mm0ER7Ngz1Bbx469ivEQiKHVNxRndHxKbRiA3IyMbOCtoZqaBY7CsDI3ZkyS/GVQPLfegwCIhNLw3RGRY2vEGiMX6z7wWITV4zlm/A5wrahEwM4Cqqlh/7hFgJyXMlY3/V7CBVqYSuMOkqq4oYY8TZY7piQjffcGW1Fp7gUh8GcA0sGZOQKBgxYl23num0R/qOuSQukdASQ+PgiLigvEuI6HCWFjNoSLYvePwQBJs8J8Z6x8XrgwOk6m2mNsTAc6Qa0GDsTxmZw9dty84OQrWgNI5UKl8gjvIHxUZeUl1+Dxv55aKDJZvgzUBrK3hiyaJGR4jJHW+gDgEbi4GdvVcgJEK0B9cKFkNPnh+TiNGRccRbdJxDbqRnR5IFmhSIkui7jlIq04XOHtC29RsAiJDFJzmMZRrrcYzC2Ec4/Kl9T00+O6gOy9RudPQFILWQHGRCfHSs09pVrY8/52rjW/tsvddBmDQ2gUJcaKrgVT/EWj5cydv9iiPkhhQrGPJZfKE4ECQIeejxw853qAoubngwjkc2isIAEQM2crZ3JxE9mFJ/Zmqt1NaqPKN2QbEAzIR/dOybFvy4nFZmrCf8vhuanlKD0hN7wQfn+XcVH/1px6AksovsUjKCb2wwiJEvOt8haBexhMCDPLDkPE8XuPrKq7hixUrm2tZrCDYdpHfHghYGtW6plZy8114M2GmiiRcGTNRSC/R9RlM01lXT0KTEtOvJuTOqKWKVfRVUM7k3bRDEq+fO4uhLRGpYBAu8Ot6XQp+z9auLmvYPggRrbSCEkc2jw/0OYQRMasWpdp58BRulGr0Vz8bReitctbaBAcy1mN1Qc8R6LOsQpteK+nUonQlphrZxkM6SV5u6UCkpkmIwgAxx8NyApxzCWLCUYEh97QtlxJkVpJCdoz08V9aiUM3xqq3jJJZsaTHWhLV1CckDkNuqSVGrNroImLtu03BQV5JPjT2LzuqSZEFr6TtqZ/pEwVvGBqEyqyiYXw5NC5OJgSsObgZTMGOY3lRFIDYGqJn7HlmFVjELaAxkV6uXlIiqRA3OJAnj/oAIsW2M4TRdoKj5/orQzlWatnWQxBgPpRZL8L3ihfpkIK/6aLXEQfvOWjoneHDu4ua6ON6eWola0TAABvZv6wG3KnzOxcDzhQ5KoYmBdtIS5yc+TaGa7Jj7xZoCpSwGmUEFzdn6+mOiUFxfxfzaICorYv3i9j9nE3nwiQe/gFenDGSScT+zZ8HG0lolMw7gvrMMKQWNpj+AC1LTZ5vEUm0vQr2Hv1pvX4phrLIOwqBDwpzCBA0dsRMGbpBWY/hJioSqJG9pMhBIqNPOE30DvYbAniFBEcF6/QwIqr6XUO2elKvXsfaSy7hy9WombYtIsKKPmN5ULXaPRFtvUayQMiUYSB1CIjWRGBuCYr6/F3LIqEZSCIS2pWkT3TWdsZocwLeWH/GxvRWaOlano5rGmmQD66snQQwC3dlagEr1YsnAjhFnDolPouot2Qp4nOD7rVa89c1Fo2Ok9BlSMoAq93btFQN6YmPna9mvxQq1mt6dCKU6DFeNUl/63oSqSyG2LZAM9A7RJ/WYzkRMAW/o9v0BUgqUlEZmmQRrIdSuJzNUT7EYydkyFrcauEbJaGuTZIwZYSwFnU6h6+x7Y7jN+/5+uo5U2nH8qeQOXLOP2PiwiQQ1O/PW2CP2jEyBihbzE+aXLMGU1Ng+WwSNCS09obFWIFVsAk/foX02hrH7KlFFS7ZcQcwLVRXXmwpoNUDOGNAFiQ0Bm9JhOYK1YtQ0oYRge74OoLSz0rBYAn8ugniV2plNQ1uICdqWsSBA8D1uYKHUDCruy4wVPUwSEfEYZHh2PcG19ggFZw9qjMa6V1ms4ntB0fSTio9yHWIdy4WsZTk6mKqL8bozhlXUtKkA3eD+2XRVB39j8rYkj/ODT1kUz//8PKMYI0dtAzL9RI/VLS7zto2BTWF3za6NDte7QUJG1LoVcnCQnYExaXuT7Z8B0ewt5bauw7gvlcW2IdSZ65Yj4Ex6cf9XnJ05nJMxSsqY3dnzMvjbgTnVUYqyoJ2BUGIFe3EgQ8A6IDAma0yu1SHe/lWLAehVFnVL1NaIScV4a5A/f0NblD3/QxNVHFu+sj2QFmd74WeQnRAx4oLlP2LAlFZs2o4XphFrYSKSwRhjYMUdnCRR7VmvRSku26FViaXQrlvP/IIyF6IJ7seIThL9XMvVVNa71iaVsVPA9t5KLpm+VBZyZt3Upqw1BNrG4/1g+mASqu/Nxkh1ThY+smIstNU89fZvE4xNMdmAE9uQrDgvxl4pA7pQCznrWIwtZfj8OoIt12fLBlGiqG90+M0dFo1jY6llmIQjolTf1NWr9WWg/qGYFCze123V6WEkFQN84kCKjYW0vtuq7hBqthP1/sHFfutFitfQPz6MYYxOGQchYlTqWsZI3CpP2R7y3DPAQFaic7SvlgJqFHa8Uh5KJKWGlEzcNrnjCKo2ZUKtr3Ggttm1xNs1oAaAYYyheJXeQYVabLRyNNQtep+wEukVY9EMgqve4lRLcQdq2iNFQdRpvNV6h2tZrFQFsYqh1EpXLLBPojQBE0vCF6hYw5OnSQiLtPRebWxgzcWE3II5VgVKwBgkYpWHFCJNjPQSybX3EWTeU4knGWoCVogrKqMuziTeo+nCgwPQ5kiwiG9OwQMxF60dKo+LoIz3YXvrzlAhDALDjHkvHfoxB6TP5LXXsPbqq1m7Yp6YEm3r00kQZ02U0VlLHSqm7qgabERlShCg1ym5Fmo2h6fOumrblqbrmPY9pRqN0jITQ55FKrUw9oeTTRizqRVkAPlsDdRB76frzYHGSFILQBuBUKv3AiZ35p7k+ho2qpxr+VT1AHkAB8sIRNZSCB5oazVnXmtdHJ2nGwTaAyXWjtLbDHxCkzs568d01LoqkpVcZWSvhcF9hjAGO6p4AGJtDnGguAvU4t9TlVrw5zWjGGNsvnUKvCgR13Dwo9QYKLfx6TxJFJ2bs+vs665mF/OtSmg9eXSXOVQpVLA+erX2CqnVnmW1IMro+4yK8dRqwr8peXdFHYMx1eICxNnbhjyY84qTBaAO6pfONtNgk3Ziiiacibh+iQcKIkgMSNsgvSVWpRN6ZyCacHoYp95YkOoVNJ9M0rSNjdXeAPgPqj5ZQhfbKS0itHbJ5CASFlQGZ+kN01DIhVgd5EsBSR6AuHB1Bg+snUVRHKwe/J3gI5WN8TD6/r7YdJOSXePKrlcp1em5RoO1TkUHFB2UVcSBMEDrCMjkUsmdTS8w3x9G32/PwjD5zvYTo2lHcu1M58U/X4ZAsFaqKzpbLAFDZUlSsI6bOohPGj19Mbm2RL+GQVTS9/lgQITAIkMvZ5hrGfDzKkDuXRzYtQ78eMt0Pfmyy1i31ZasW7mSlBraxnWUdNCMsh1mZNFUa9sBIUyEFExLpY+g6wu5ZGrv7BufANbOzdGtn7KQewcjnb6N4pE0w6MLgvS9FbWcSm7BdF0sXvQdZaHzqm6iVjWmX7Cgn5KRZL6fAaRUTyC9xXaY4Ie671dL/vz2joCz+f6y6PtF/PcMhK8b+n4Ri6OqM7Gq+5GRempBtue85GoMlhiitddhfsXHVFlxyHv0gwjRAUsDTBYLU1WLtbgOgsYKYW7OppEMBa3gbayANpF6G/f9mhorMiRjDKZ2MiZV+PWt6qPtg42WFQmUvECIE4u5GlsHJXeoV5VFMEA8BAOPY0vJ1sqjCHlhap4jijNILGuQECEmyy3ioCHYe1tbBWksbgnudcQY0iLJJ8BZfFYqSN+BRGdXFmfgJg8Uw8hQIZoQpQ5Cn7Wg3v4n0cVXnSGoYZic4+DSsC5j48fHmD8YqmT6kcGr/eqxjyCjbgUDE0W90DUWyoqzbxwYtqfW2zwrkJ3N5eACsigX4a2MFqRnLwkae2hgm9SS0RBRfMDACI46gK4eVYu3bodBmNNiUNuT1YAt4njsg47S4tsaJPfUlChN8THkZSzmqcoYj1vjgV27PAYclpmM3QqCa+nB8CXmFz0NG/M9jJUXI3QZghNZvLBrrDvT1KpqwtyTGKD09L0yXRBCW2kbA4+TeGv4IAIsxqLOajG7hkDjAJIO03qioH2hVgc5Guu2oDgwJu7bfXT1ILCuDkQHj7eDn691QBkjcYiRFcY9QjWQ6/CMhUVG/dAlMWw0yYDB4roqJkJvoJW19ijtuvWsWMisCA1NiEjTUCaRPNdwTYB1xXQvJQSX73AGIxbP96Uw7TumnWl6tmI5kjFqjJEekulViQMhg2DvIDNQ1QBKk9qw0naMw+S7YEwqvCU7CiLRYlff0zQMAtG2FoKYrAUpUMvyAPRlgyhpQPFjHPushiRFPFEXXHDPF1gI0XRQut5Q5c7ptRKRcaY4lmjlDDFQSkRd/TlWaw8wn+CCQMUQMoaK28CKcAExcwpWdR8QJcQcVbWDHuIvA2q00vshqC82CpRQkGI8hxicUlV9M8ZELTVnpNh/Sx5ouwMFSJ3FYrIoeQR2vDUJsP5bY2NYQimEYA+dJatG6TLKY6SMfW9lBBssx3aRoFpHtkwVfAqFBeNBIFVLPvIQYNY6sL+tt1w3CDzVJ2SIV3vV67h+34feZ6PJmlaBAG1KpNSMyUMMlhDFYD2OEoW2TZQ2otkqBr24AxDreSMYU0dFDXf0iT/moH3j9CBXNgBbgvdQDmBJRehKtYU8XHO/l7XqWAltGq9GelJGHuEZEBuPmJKNP1t7zdVcs3oVc5N5G2EZE/NzStf1TquztrSIOgpq1MjUJqIrwrvSLppt7J6IQAaCkNqW+bkJfdezPvekFEmqo8BqUSVoD6lBsrFYBsZJCsGnMFlQb397otNnQrE+XEJLTYHsDsDas+zCBREfUWqVSIuCvZUvRqdQ2iY6CMnKAEb5Vm7PaDBQJ4iJe3orzhA0D/TvQVCqaKGvJrAcEKal0BVDjCVnawGRxTGAYPe3gLcr1bGDMQahTUYtDcGC6opP48qZOO2Z1mpyRZ7t9a5VlBqhCTbdYZqNihnz8mh9v6k2jBasqfERijgrzDZ5GYBl9+iK0ZNr7qkLU+rCArrQGaFAfP8IXpHwdkoRB6uKTUsKxUFw9+GqePuIeOBrPmDQgBiqL6pOUBUTLUY2EF4TCxQVsWTbmVNlaDuoBXqoIZJD79TPio+lM78RvB2y75FYKbkSgkkW1+xVu4ECHsT9sAGRMoB+fv1q8T50ivn+oqNIZ1A1tN2nDVXxUYmlMo5PBps6Ag6g1xEwLrnYJCRPaKODDNkB5Frs+UeKT9dxinCpVBdPtfY4ryhWC56CVyntehpjRrtMABfOa53hZm2hVTDNiWDJVDvfUhYa1ycJ9J4wWCDu93tkvQUvWog/B94m4lMChkKHYILGZrZX1QpdrhQXnAwYu4NSxmJDzRUmPnEoRUv2Sr+BLxOfXtZQtbD+sstYu+UWzM3NEeucabfNz9NNp8bAFB+TjbFpoph+WZo0xPnJBpOUBO1slGPx60sIpMkccyum9Ff2LCx0hCYRdTEhUAXtLbAT6dGmsV7yUlxfRUdGZnUGxiCgLNkrtzFQxYC45ECV+X4LQJPvAVYoNtByEOg3NHBgp+q4fi3mW6Tu45T4QbRQR8DVg/9gegtVXWC+mFCwtV8KXc50pZiQdF+tRSukxeQMb9vAgfnq6wW7Vo1ftxACUY2mXbwtul+w6YlFMB+jkKc9tSgJG2gQUqSb9mivxH5ErW6TVhemhHaOUpSQJj6hx9aTxUtKCC305hODRJTeWjSm6yE1Y8EliBirSQzUsxH1BmLU0hsTouuxcbHR9JN6hcnECnejjoLaZLS+IC5AawUsAWwkPMJirNK2uCihaTVUY2EEaanRkjbiBKs+B5+O6L5PDOiuYjT/gYFi03TC6Ie19KA2GdHEjgf2I7Y+hng9GLvLQv5CSgEJDVWHdT0AiZaHSDLRS9NqMNaM4nuVRN8XjdVr7QnR86IwMr6tYCGEoFbcg1FIE7C4Tgftrx4Rz+N8ilIFxvGv1kc/sgnwklbVZHlXcNg8Lia9YYM0c1jBQwGTID5VKZGCyTTkPvv+2HuOpkAgqfrFVmOGDmOsQ6AMrfz05stScjq0xS6mMQMlCEHDKPEgPrDB2vq9GC8Vwfb2vvTG1B4YHTHStIJ2U0ouTIOJZ7e+51lRpDGmqevLUMXzPMbpoFGMSYgYE8viAGenBDHwQDyicjbM8N+IFVzEGSyKxTeSEohS1Vmjw3WuGCNWBpBtyJ+tDXeIJ0w7Si1pKRXTGq3O1GHcbUMupK5nvi+srNAEA7NLDJT5CetSMmmMap0BFShqLalFq7VElZ6F3jTRUqk00fRPG8TarkRN0Lr62O7q7PSax3MJIRorLYVhFXq8Yu17irE+xfMNeoslIpjuWKkOTDko4zx5cdbt+LBejy0bRJmbm4MQyK7cP1QXXJzCkFvfjBVjItRion0DImc3G+izzwIfAjer/KhPDqEqoe8dgQ3gQrXWXmBBoBg4ZwsyQXVNB/FqhCZLxvHKCN5XpsWcjhddfIMtzuowalYM4hStSiW7GKbR+QY6tAX7mG5FrmObgnhLT3EKnahRAGv1GzbeGwdTZBH8QCwQCiEsVmVG+pMBxE1UA0PcMSsCyWnZWscKu6qdW+6cEtuYVoBEE0xVF18dBHeN2mZ/gv8u1QLPAemMYmJKxhJyWj5ALUSUNkbm5mxcbvZJKsO6FGcBVKCE4H+sgkT2aQkSHVUeQmNr4LJCbvBFP6ClXvUdsn9/Bp3cb3TlaSV3mayDaOmA7rvWRh0EGf0+gFE9xZFBhYH3MLQrsH4d03VryatXo7UhThraScvcXM/CugVytTUgIj7Jw2jckpLxtLxC1iQTeS2lUqWnaiRgo0PbuQkr+p7+qmzBdBRa18qpakyuOACJOSPSOZvLhGZHzYXqFMLSo2qjuqMmmwriz3JoelLTWBVZbMJBDQZORHSsXNgT64Ca4P2k9sxVER/Lac+PqXfbOhZPbEcKMO4EjD1pwA1DwJ8pTtOVYsH/dABNY2JSKu0EmuwNBdXYZMZkYhHUCUJoGqMXD9lVrkBPcjZUGztjkjW22eZuiqaG5BU2qtIqNALNMnsjf1OtXTEPMRlzamAI+ghx9WBV0XEMcaigebpB4GvJtCjUaUdsG3tBq/WeYyMGqwNy0nW2UbYWmOkwwcmr4uIAg1BRSajGsRIugDYJd3ZWJSzFQBbU9BkQA2gVE3stxnaMUaySJALV2lEU9c3btYX6vOj7pUDnQB94pdCAaa2JUKxlxViC2Ss9VgUctHjqwHD0gD24FgwwtmbgDK0mVxuf6Mm4+nEOe1yedoAVAmqxf4uaOKSJ0gZiaBzodzYelojiehGixqQpXqXRaPuRif2ankwFY3d4NTSo0jSJycp5QmrIPkml+NoXB60rUGKkxEQJQo1i7LBh/da6OGbU4wIRH00+stqw4Ffwdi/bK8YqqJouClVtBH3NCL2r+nshyFl6A01ch2cUY6wM4EAUAWw6iGpFr7ySfOWVlC22sIlAcy3N/IS2n2d6zVqyep9+NNZrSJGYGmTS2vPr7cxNsuCv5GwgW4w+NjrSrljBiq6nv+Iqpv0CoYmkSWvu1IG4Chb49d0YK4Rg31EGplE22jj91MHHYH32vi+UqMS+IzWN3b8haHVGVxi0bQbfP7C2PMazWMymTAX1BM4r05Zs+b+rr90BpPNkbIgVBaBWa+1Jje3FpVC6jm5Yt7GhLZVmrh19/9jepKYLZLmVgaNh0hr7yUfc09uElhSitcw2CwZ+No0F/wvrqZMJsXHfXyoNQhtmvh+plO4aAsnADxzYDQ1C720sllDLpDURUQfQic4cSXH0pzaa3NrfQzu3WLgUm5wVfBpS0UKarLCWXjXGtpFOh2LlYvwvDuoUF6eXQbvDR62rRDRUJNh0kRgaohboFoA5A2+9+Gk+IJtvKR3jFJiaF9nyam3RgAEO1ccT+95IiO7rxQvMdZFRhiA+2UeqB52akdjYOnXdCxExNrW3ucPAGg6LOoTaW5yJeELu7JLSOxPM1kQtPsUxxbHNXwMGvIwAgeVaIXiRzzgkrh+Ga0AaSKMlj6zfoXAidHYOQ0FYLb8wPz2W1+zeDWxtdCxuWLdMoikTK/z1PSVYe3cYgHId5BDsuMuA1+ZMjKahIq7VUv2zqdV0W7wQGL1NSZrGsTATox2EkC0/sDwtl8p02lnoiOmktCmQRCFFFrpKtzC1ezFpQEy0NyymIyR01JSR3EFpqMUZdGIaH9Vb5eIwbtcJU/aoWZFxccCCrSUZRHeH6+r6OTrEEzAydk3HU0fg2wZ5gMZhTdkkHXPGzr4ZhpsM5AU13dOAEmthri+szDAR09aqqaGsnLAQYUGGIohQs8VyWW06b5czC92Urjeh8hQDqWlomobGp3GKmjCyFVoF0eQsdkYAKkTPgUPy9ZJxnpLlWwGfhhvG9WSYqmnhSGwIUW0CXcVjMJbo6NQNCrbXZcsGUSRY8DZUL2qtaGgNYSq24KrTtWvtR7aAoZZiTJNiFccYTJjWqEmO1hajLqsWgg5jmBhpOQMQEpzPKh64W4+tghSjAfmTpaVaS4hWdwqLF8TjMKcPK6FUX/CukO1aEeLJ1KgFglUuYl1E5gYklLxBFbBiyjBq6LoxOPz7q80FRzY4GjVqqakCWnJRa/R2KPs905wxqqNGGyFmN16Q7J/klR3wvrpqjqfWanSYJlkAUy0BztUCXakWMDYpjDobpdrUh1CV2FjQZkF3JLhGR6meQAer4MS2RdoJQaAVpWSbcJI9oC65N7HEaU+XK12vlCFRGW5MtcUnKZp4sUVgYwBmFPPql9OnALg31WCgi+BjN8U2sJpNJMwmaSiI3cc0UNo9ERlHffp4uuQBq9QwjvliaIFRE+GdpEQ7mQO1qQVr11mbjqiP7AvJgs8QRrBKtZIa69ubdr0JaVGRUGkINKll5coVSM5cdtVa1vU9fa4jwNcEp4ECPYbSEwINYgvaqWp4QgJWASJYa0IMkeLgQ9/1lNb6eg1QEK9em3jvMNnKtAKspULFJoowTD4ZWC8IWe3CpzD0lBq4EdWgn5orvVqlXIL3rQ/srGqBUEXp+o6F6ZTO6foxNVQaS95aC8JLKdajyWLv6DAlqwEbYemvq1eFa0xIrLQxmk+TwLRz+mRYbFEKKUFSQpM2oJnfNk2CbcgpNDYGUkEnE9vYyiDIZgleyZ0zleMItGmfkb4HFdO9qcYksH5rA6RJNsZSQjRhTbFkSWK0HvJajXYsFhxDXWR1idHBhaEXvVJqBDaYGjUM6hoqOzh4X4rpgYRgfiFGJLnPHvqCZYOWA0/gB0pplQB9sVZTEas0lYLUqQlteiDnaIX313sVDtOPsODHJgcZOLJBoIztlTKMjWw2YOUMwZqIAwPZARej+QZVT3IE2tb68atVFosDqVQlul6T6Q25qF3OVKlEZ5dq9WkSXvgoxVskg08cmJsQ5uYICE30Iog6lVmhTDv6ricv2N99Xyhd76CyDBsyKsGYK86KQQdNBa+o+f0UD6RsLK4aUBUtVrB0QA2c73oD1VD36xY4qY9nHXrstVToszE2lHFSEkOFL4B2BaY2lSpGa71s5+fGZ6ysXUuppsZUgmlcSWM6MOpJh9Zio5IFumlngBNCiJUUI6mdsGKLVZB7rrjsStYvdHS9B+fBpkRoEGrnvnZoo/AQcgDDcFBTEdMx8Sk7mn28aqj0bUPbzsFcY9X6GMaWB5Nl6N33+z5cKiqWYA4TLrQak7bIoIUQx3swIPBRbX8qfUf24wlhkZaNJ24msKhM3ff33jYU22LtBEHQSbJ25WKJ0ej7BaoXCiriybqButXbYaVpTF8oJSZY8aSbZnJRwsAaCO6jGnv/kLTfVk0lEkJLTK0xfYNNn7FHL0EKljC3BgJY+40auBDxpN/033RIAJMxNobEZQQzc6E0YXxNhsSt9C44PRRw7FmvxTW1HEAYWhqMJdiMDFWi+/tqgGvRbNXutrH2gWBACJg/CMm1v1yfy7TWGiR3/sz6hJ0QLOEWY3AUjaY34dogdtJqe5szQvBiT6jO6BqEYHMxsMHQVtvnio23rdnAZHHQXFSteOZjXgV1cNW+16bneMFwAMhjsKmVzkLAc7ZBoBRxRqDvjUNeoyUb4hLCCOpLCEguBDV2dsXbsDVbBDoA2+gG18vrJiW7b/B8RRclIWxapTHkMjb91aZomV/XECDY9D/JzoD11rJcBz0L880Rn9QqQ+HVOiCMccKo5akEInbtq9gUMMXj3mz5RgJwPUF1xmwMhUnt6bNNF51mn+yFxdIJCJKoyXVAS2bQtlJvm8lVvW0fmph8OphrmjjDXqoVbFSG6ZsGpBUHxS3PMQCljvnNsJ+KF5/V12Sket5tUhq2L1gt0/VxhiJ1seLIUCgxrS+LKZqFzNy6jgnGCCkxkRthmoRpiq5UYu1BxqCtTKcmMNvVima713afMCF+vF3TB4foCOwE02OqvYVN2VpQpQgihUFoXFJjektBQLPHDMFbASFqs9gOVRUtSpEhLuuJIfnasGJPdXbXcmzZIIqGFgLYtGUIQSmlt7G2It4D78ma+kId2wkyxbUGwNGtFBcFezTbMzOAIBbmOa3MH6boXXveE6X+wIzOxZ0Jo6MJrm2BL2cYlPiHWeJ+MEB1wMeRVl/gDGJEQ1UFC1hH6rizbkw8VcfFMWqylOCouPuk4ViDAyU6dKA51c7pMQZIZae/enoY/ebXMIInNbsIl2SKDAGhV4M86TchQK+cYloaOkB6asGDBB0f4GHkqyHuxcCP3rQjokQ0FnsG1CuZ2Y4xBqFpEq33KRfXudDsiZIWNFeYTi2w7ftx47Ks1RzVIiZWDGwL+IakXg1mBABEnFWTHAwbEhytBAJtSsylgGYlq1jfM3bMIQoNpvGjHgwObSZ2r7A+bDEKNOLXpiorm8jKScOcU71D2yAyoSlKkysLXc+0t8pFTYlWjKYWUZIhG6Z4P1Ddut4SumCisSJCbFrmVq9iy1rQq67hmoUFskCTEjXFsfpv1dLpCCNoNJAsYNTmFBLDuMnSZ2Jjw7AD9jyFWpFqmglWgXPwU4fJSwNgZaycqKZWrqEuwpJO3TPl9ehLP1hQ7ffEJvooBfWWPN9ExUSB1VlVUjK5VNauXcc1a9dRVC258D0hh0DGQLuaC32XPTg3x59ypiZj25gApB3lkAyIGsss+khMEEpZoOtMfHaaM7iCfytG02ya2/Z0Hk2WYNmGjPmh3HmLlYOrEoyqrWEEJmutlNxbmOWinlVNbM0YYFYhG3RtzEu6D0uJoe9eUkCys+I8CFRn19bgPhkWmRnOZnHnOBDNPKDa4LlVA1Q9svW9wQOs1qryI/vFf1+iBZIq4kW/fgQ8Fn1/RUoaK6LiraXi1wsHJb1WaWBvMt9vn1Usma3Vji/EkUFZ+4LpItn0MQmLdGuGaopXPUffP+g8VLXgeaAy9xaQBFFCE4lNGIEDcra16XtlDBGNXoCoBnDY9B8T/mza1ts4g7dJVffxBn5RKqxfsNaurrO9GfzaD3u6+QTps0+dEEe+dLEF07VbJASvVllQFtT74qslIE3bMGkjOl2g1GBJOB7EezHIZAG8hUnV6d941cr0v3ANBomRFArzbcP83ITJ/IQ41xImc0gQ2lrp+55p1zPtMiVkampoG5ueFMHE7YOxVDR5m9a0t308mBYQKSCTOea22oLVJaOXX8Xaq9fSBSHOtdQm0fhUKERgwcdyC6gLDgvePhvd91d7XsJkQmoahpYpcY23Ugt9qdbGObA98+D7bX1EsQmKQeOYHBoOWG099DbxB0wXpQzVzyAQZWwdtjHKUIgjw0u9El69hXP9VVez9qprKFpJKXk+IJQQySyYmHPfk6cdZbpgLck5E/tMbUyrSEJwPTivKjorMojYKF6fmBfLemQ6pXRK13Wo+/5GAo2zgG7L1i+sRdp5m6gVBIlqsbVWNHtBTyI6XT+ylMDGS4Rq4rxW3a0e4wi1moC2l4btmauFMNcagwVBMP0bqmkxGCgvVDE2RWwSVQpVLTkdGI9aKszNM0yKG3IRzYXqDcwBbwXLmZxMnJW6ODU0uIaQDkCD7w9jLUWrMwktUVMXZY3YHqnqxU2idSAyFBW8fdn12gz88M/wfRRvXayeNEupFndrGYtSJuoboWY0Wqub+rkOzJQhAU+CTaMphRo8GcL9+MBkH4qY1fbpqg5W1+JaM85wqNnHOVe/FtVbJxWlUEhIqJ58m4/WCgXfrNXzswGXlGgAuFZjN8VAUKHBWSBZ6LxgnRSkFps26oXeYe8e/JRWaxkZ730US6xRFx5Wk33wn2vFBWp9m9VKqKYbSTUNlGZkayQGZnx1rcPURAiDnIMV/4oEumTX0XKXxb1rLAZXy6v6XCl9RvpMig1JdIzVqzrrS3C2UKUM60Arpe8cLAuMXaI5+93UsTVyCKuiuipOiORiPtImgNqk1+CTiioeH8Q01mKttd8A8tD3TLrCfDB2ZEnRAJQ2MBUx2Q4xRlfOha7v6IGuVPrplEas1V5wgFIrqZ14G3A0PzEAjMGY7nYQydvKo7H705DXDEMGKhJb71CxHAjB4tJgzKTgrXshmSwEXhgmJo8rlVp9siGuk7IMW3Z2kHPvY4qsp1jxRH7oJw/ibTlCKdm1BgwhDWJjlGzkoAlCxWLBojoKZYrQdsOruEq1WpI4OLKqG6JE+AUslOLjc9UCIMETak+I67DhixiKiSXaI2VHzXklSd4TZw9/9uxRfeTIANYMQmviAIsOlLCh0hWMwhac3m7/d1EnGX7PXZfH8OqB5BjwDwm9T+8Rf684NcyOZ1DuqDb9zBMXHG2znuFsznoDIMh0Zlw80ylswellA523Yeids2tkzJ5KUZtMMGjk2LmaeK4FOs5AcNQ/YIt3oJBXtbaNnAuoASWlOuc3OoJKxYYuDzwCJxcOlQU1wCAGWeznlAHksiku6mh0O5mgAtM+e3+jPT+CU+IRb6UyteshaDRgawj0BrBLmbSJlfMT2kmCaLoig3BubBJN29DnTJd7Ov+kIIHQBkieRNmRIkFomtbYGdWAhZILVUwULTQTJitXsqpU6jXX0GW7D31VSoXJXMvEv78Tr0Z6L/5IQ3UgKGKVOnVmR7J+GEtePGlSIGMiWaI66qrg5y7eq2iOboP16MlrqZlKcsQ9O6BpaLSJc3n1SE34UtTAWNUhwbFz67qetWvXsnbtejuPSWvTgDqhEilqiYF4pbp621gItjl1OcO0J2cbB2rZrlEMg1durX3EtpwSgq8RNapq9glIbUOV4JpFt12rXYe0rYUQpTAISI6BjASb1BEDte98UzPg1xTOw2IQM5mMo34pA7thCEitMmQ1MWXQr7Lg04DqOggaD8yQGNAmjdMNgtpmiWu04HTUEAISrXVsGHltbr26oLdtykPQkQd22kCN9U12mEhk0aMBhwNja2SBOA3V1VIBQT1wHIQItbpns43J/hesHlQdEHa5fjuvqqAGoOB+0Vr3fa8rLq4WAlp6b+3oNvb90do/VIAUHawIpl+BuL9wYfABmB+q/jUQS3CBT9/zg/m0GgM1OvHa2SUBKLLo+7WaRlfJGRzc0aIMI5ed0mQsERHwZnb1azKwnsD2MNrGE52BReDrOEXipGGycgUEoet6G1uLULv/T94fLUmSJEmCGIuoqnlEZnX3zoKAe8AD/v+/ABzd7exOd3VVhrupqggemEU9h47oppaAF0z5UE11ZUa4m5upioqwMLNsoOUB/jjSWI2drHvLc8VdBpZgjB2fD3z+7Tuu7x/AaPQzATunfl3on58c167Ekf0S5j92Yr/kMs0xHg/EJBMiATI0jIWYX594/OUv+LY24h+/0vR98tyMSOTnQ7uT+y9gKgK11s20/8gKiQgyvSA8NGTkmpDvgSn2czWS6RHKPRinKS3eyF2xXwbfa4m1cjFP2/Qgo3m76OFZ5rKpaTmAtzejNGNjvQL364Uf//gVX3//ldKcz0/UmO1IQ3wA8HX0+3Wu+FyIK3HPCbxenCDXZeYpVhSlYQ3W7MSYrBwtEjkXsk1gdOBxUU5RTLY/6cuvb0BuTk+LgBsnaGLf8PZABqXYuB5k3RqNV21P2PhgkY+UvHIiyshx8/e881yBNax9k4oPINYLkQ3WCawwFgm8611rrDNOOgReBKJfnAqUamBuTU1zwzGDNaBZwMdDayuV/4nxPTqaN44Q31MgjgD4EDNF4DdCDBlqXt7AouoFV5Ice8n3ApLD4MjjTPkUoHNE+UYac3NgKW1U3BYbCK2dPBZq7CLZsJIBGUqymWogEGiBvPE0VRTgOW2KgbF5NroBe5GJVkaok9OPqlahP6IKfZM6QHUXEgixvq1iMwoXl3muQE7Wjqn4RJbfjifuOTGjwR9lFKym2+mXBGA0vwUA7KVrDwBNI53FONDISesuUCHJnt6UYzUkeu/wXGQkuaP5xalqxub0isBKI9ygvH/fi4wc+QDaFggW9H4aOtt2HfgBABtX6gwf9GEK89NLLk59Df+g4oJ5U2r9oRoPXC1qfvI6050TaMwo63GxYtdUXlGSsGJzATtUl9UaFjhxyBPPF67nxOck4J7esHrHs3c8DQJhCBTOvXEvTt9ZmcBcuJphjAen7+m7uHda/cTSsIykBDZrIihzNveG7rwPBpx1zSzKkd6xdxxPMlOTCzG5t7zTsB6J3GzOl5QsJCdUIqe1rLrmD7z+OBOlmBbG8cSRjRRkkNIcczJ5TVH99cUBTfZxQw0/zrmwW4EILKybxU+XQ9pNemnbOHoqkiNRoYUmM/XTYeP4owIJuGmyCm7R/bKMojYoM1nrFOoGlyGTkIxQgqduvJ0aWF3HzEM5chXxUBL9NhHUYQ0cjRUnxLSfwBj+YoSMBd24cM5v4rBuykiTwVhdfv1ZBe6qSfxcv4AkjRNLaFP9nHRqQkDXtafTt6Tc7tlBkDRIQbMOElfCe8Ym15qpjG1x/cQJZiV9MpEBIdkJhFiXFERoIurXSMmsojsg8Akio6W+nZLIbg17dEo+DMhpTKh4vgDNf3qOvJoyLi0jXGr7yIAxc6B3zN7xCgBrY0Dj9qCCoXdS7ycnPUTvPDR3OxKF8lthV9Lw+Lhg9xJ5TGtKB2y/Hnh8W/i2JvqkqdJcE3tzBGr2xGWOsXh4ZG+I5ugR3I9mNCgcncm72zF+JCWOgWiryBnbNAFKRaJobeYOa8HEhjeDhYUrodYY83W8gqoo0vrjTkYK/GumdbAV7BTM1grczx+weeMzNq7R8O3qnGw0BnyI8ucMcveiNhaxsbYhnjdGACs54mysTSBWhX9z7XMkVlTxxGdxilntuhlAhx3985/1FalYotif1pCLuuvwhr2mxsvSSAyhUY+g5pcO8KnkWGCK3jj30sGYpELLvyJ1GLOLuFCjVitRdAjYCHbNq6N0Jj8kGFsz3iCx1mD5Ae01zzrl6PX27jCeor32aqoZUPFCsbw1tCDDCcY41np7Hxb6uaIU11ShSuxMAHqN3zN3eREZExmzw1ILgAwBdXXL2HBvTQNQzHAAviX7SZ4NJ+kCpUG+GtCSBUPrlOT0fsyjtzrILQNHh7/fYEV1PcsHJzLPOHlTApK9A/eN8jFLUxMgyCgNJYvuorhA8UhxXKtEsV/dRnWJyuixxp5CZ7G10kV3xONC3xu7NXRz4PUiK8iNoAYIEplYChapv2+n00r2EkEVfFyYjwtPM+QKDJ8y86OPVI5BNsbr5qjr0RExEauBQs18A3DOBPv6/IC9bhZVEIhjDrSG/vGJxy8Le04y7Nwpv7wXppMlNcyYGGcCoyNbQ/M8LLF2DfSrA1PfW8xYoLrlYkXtLUNtFh2UYGzFa5eheZ71a5kY5Y+zN9ba72IkdDqrOSKBgEDX6pVs5Jb3jZOpslZg/vgd9nzhERvjMfD5MXA9yPb00Q+bdzfKkakI3JhtYf94YgSLlTYGelvoRsYuXOCfBjvFTnnFcM1U1xd4Dw7osD+9lHOvF/rHNxZ6kMeMCrBcL3Z3rw/sdSNeT/h1sQbonSbNtV8FUGK+1CSCCl7JDMSC2DfrCBsXsOibYJWTBmDoJIx3GkeyyRECeMhqb7Aznatq55wBgCBCuiH8gQgVlsq1OUFSYENVBYq/nEbGONrDYI3ZAorA7oNeTDDKhHmx/H2dnRxPTMZL6nszwdWQBp0jnEjKWL1X4HiiALyHsfS59MawYovovMkomXrqd4FMGcJrIml4o1+eNgQNZcX6VzOCI9O7/OckLeIJKmZGlGIPiK28z/m+qlUsE61DjPems0/PxpzyL2VdAIDGpt817MT7vQNzLoSzIVCgTGVsZypYsvGdsThVDQnTVD1BCoTIs4AIXnexM8l0VQ6BfnJl7w3NqxkXp3FCbzLmlPfemJEY3cUGLIPaRGuD33lOIDkxyb2pSSRz8Qj68YEAEdnZOvd1ZppYt3HiawJhNODGTzmJsaF/mvT7QFfcL4uAnjXlX80oh1qSbcaG94u+PWXJMV+4duJzGy7OLcRujtfl+OqB2ThEZsfGnGQ2hiUwb1yN7BHLBYekX62J4W9IH+e0P4NCXOb1AMw6ukP5CbdM651kChXAlOuTfRVO1qR1TbxKGhF7b8od2TCqqURkZooZa/z+BTD9kdcf56kbpG3TRW2NtQORzwAQ6z4GSuVFYWMgusYOOgt/d7BzBhCR1EEWIAp5NN4plBUmg6kQUsTEtrViC+DtO+KFdyqg7DigSKoTlOqEWFBTl8lDEwnkUCfRTTp5HboIUshTXZ6sQCkHb081++wg117MFUAAhBLwBpS2kePIVLZlBSV7P1CVdPVHiETcmqagauHnLl1zcMEKFT4VRYIb5ifGBQEIva2BGn+XkZ+C8TZnwmeO3rSo7E0T43hcMFFZAbOlAooSkRmUdDUYO/3BQ7UJXc1zyv200CT9KO+SFAiUqU5kFpVYv+SkTpJ+VesAsObouyOafi8Clk0GTSqU8hA2yWJpNJOj/EOPYi8ygjIxd+DX35/Y4zf88m3j47owk+jpMW93J3MiVVwEvXw8nAWMkPwG0l3NH+hmeE7KBFpheOZAH7g+Pjny7X5RkmIsWKpLnKGE1FhkIeX9oSKj9SYjW7K+vG4TeNDNHdQl9kFNZ8QBRgjesYhu1pBYuHpXGEom9uDI4H3faONC89LmFmDIxULvIVL90ljIsstM8IWjZKcCW2I8Gh7fPvD49omPz2+cuNM5JG5mYs6NjhsDhq+kqWJjCGBHv3HSiDdOfsi1WPSb0+cGcdZSU4Kj44iHTBlk/cl18YY3yNkyMectQNiQTWeAjHlZlEpqMi7k6IjWpYcOJTHroP4ce9wRSU2stcbiprUTKwhCKmZtaaF7PwV8MRhRMkQYz42fYj8DRk1ZE4tpiZUSt8JG0uW/QHAl4qFiMFuewrMK7BOjC0P3kj3prDHG/r3EBgmanpIpyfROyPD/MfaXnEYdqtyBnW8QKkEmZ8k6vZlGqEv2VNNoUvHZfhplaJW4MuZbp8TQWiXVgS1jdnbkihX47oJB43FjTWBuwASAmXESlpgHHBtZ8h81OqAkP5kTlJkuZVIpOq5YrhmSANStMbEIeb/tGureiobrBreONi70KxD3i0bE1yBTUsnUMSlXt9hHR4/NPCWD0gEx9BAbcwb++dsX9j/+iW/fAx/7gZnG7qWaTG4s1re+X6zAbps5Re9aLq5EktKcbobXXEij+TvAIqeNC+PbN1xzAveLZ7QBawVzGNsC2N5+Dtk7og+t4SYQZSDks1Ad7ZCk4V4bzQIdwDTjVJzkmgp19sybmEkT1+nKQrGfkr32fFIm442FnQE1wYmxv4owKHlVI0UAzN4bMW8xDALjc+Dx1+94/PIdH99/wdDEKASwdmLOiR6BHjwL99fNaY4C8G1t5ONiUyMTeU/sVk0qMRqyWDYqfArw38xjyivtz/zqrSPX5HNpBOFqtHrKXwnrCZihf/tksWcDuV7AeLChtDensi2OIvaYnLA1PhjnNuXVEUFJYGuMyX2IzUQfriZDYpP0Cz5UJJlyls01gs38UhL9iI3WgQgCE3DHjsnGbmi875lUweI+zNWoXWKQu753iM2nswfKJQUKwri2WPzVvTKYpv9tcJ8yV1xwjDcD2xy2509gq3wqlkxPAZCNaGcaFSfwLJzWpQEJAqFWTLvE8aNBfU+TALwam05QquREZoBtFfIQq15NVAIYBPi3ctxi8tDwVD4vCdSwEKsJKmLz0Gvmze6vuk7ZBD2nRkfEwPMmg9zB/KOmnrIiNhRe1ZTXLkvMNYFoBMTzLXGkp5uhqVZr5midQNbhm+vszGKi13eg5wQbDsm6C63BJ5/fysBeQAyuR/OO0brcRtpRPoSAHCUtyJhY5ZfWNHWnmi47YGKcspmgZriGcJRkF4DWEe+LqTFhXiCb6mb5knoBGAmsScCFcmya20KjiQEAc6LvwOO18DE3HB3RAvOj4fkYeHli7om1yEDZkbB09A60cQFqTlt/cP9LNsfBLYYV6zg7jNGObUJaqTdw5HA19XXr+3BYiPILcA3GnKxjNxmvZDwZ2mnuBTI1OU7sYrTOSV8Jgqw7kfhjsf+PG8vGhgfnuEcAFo4dtxIqJoKclKFRprWJX5I2vG5sjUK01EGbJcuBmm4sMkm1Zgey3KTVUtPviQninUadqIOQ5rKtychSiJZbJVYqcpV4G+SQrAN9ByemeCbahvwdRCk/XTY710MUTFTVZIJQJIPMJEKYTKKnEgUH0FPjl510t8O4SAI1KKo3gBpLZUnpBJkT/NkTwMXEQdHuAODMjNDvNsqXMiHklcn1duJyvkNMIUHrhPdI49XFlEa+Or4OO1rjAr6mxtGmEdms7jGLZpoQN4Mc2+mvEhYHZ4e+WwUzUtrydMcUPfnfQmjh1fnVeoL8O5oheoPtBvPQRChT8cKfZFFBRJhAiuRJFch4GurzA7Ecz3/8in97bnz7y3f89Zfv+OW+8fl44KMPjN7wuAYagHsu/o46GSzgDNa75FB+jHntYfB4YgaAzk1PynVDHwOPjw+k26G4wTWSOmjuidaAZIenqNNAnmDprcMbu9AbpGtbAm1uhC/AjUvIyMziWFZ2FEo2xdU0SJ7vjX5HS7S9yaldfQxcbmS+pGlpx5FK1POhUZyAw9iIObHWptHW4ri/63rg8fGBj48HHo8HrsdFLWSChXZPPC1hrxv3Ch6cBsoKspVVlpgvfkA2VwnRYMy64ZQ2JLsgjBMLnioeC2n8s77WotHu6KQKuyPvlzprTWswgLgFerLDlc8bc954PZ+Ie6KwDhbB7ADRFFSxqjmwHds6mY0VeqKYF4qvwU507VECMzQ/azLb82YH9DdqDivngjlleL7JoMxIhAdH/XpyJHvvhyEdK+DviHzkoUanryNpBSrZUUwKdtHW2kfm1AZNRStBLgCFTYj9LtrynWBaatLNT11R0sQZG2lkmMiU1l8xiwAhicFbsgfIaDCTRbADlNZOAuZ1yiDVsSnpDySBMBpqm8CfgqBzb6w50VJdqrWPJ0qdsbEJJrSLsmACm1v0c5yuEQpgN5y4mdV0MUlKYguTYqJrxiSK7FSd+2PA5oRvggnojc8cOj82vcQM/u7i9U7H/tQxaMaO+U5Em3j9t/+BfzwXPv7rf8Evf/srfvn2wuf1wEfrGO74eFwYmXjdU9LAhRxDUlRKzXp7T2cAAPs0ePzA3AEU2yID1hrG9UB8+45sTlp0JtA2v8MWiDLU5TfR99fEVuxPM04i6AETGzHWYqf5Xsi2eB5E0DQXZJbEpITAW0PvXYwpZhXo/UwCnPfGnE90AP3xwOXO71tpjZhgZqAEsM6VFOgVG3G/sOfiqOibgOb18YnHt2/4+P4N1/dvGB8fvI5MYG3EHPi0hH09MX/9DWu9sA3ovQFiTbBBl5pcR/jeQUPMYrSkOe95sDhuBuadraH1dyPsT/uqkbnXhwqhIaBpwtoHkAm/HuCEyQVvNA5HG2zRbBY4AXXGKw55R963usP5boQywKO1CxlTUkCxFyTrmqHpOUEmYQ22gMzKDSmZyD6j2ZmbK7YtMsj4n66t46i5kCHDcQBseAFkf4DsvjIfNYHbbizQzTRLMjUlLuQPCZy9jmJTm87BMnSF4hqTLJykIzm9DiEjb+M6jmyAkZmRsAP4OSCDTdf94efkLqCDMnro95Fqam3uOwtJSPnhgDEXpsJAzKzyjIlkTWhkx6R1bMgziW+seNwRcwOmqXmhRoj3wzpESUFjIlXDuIshuTYHUsSmUTcMrXxwQuPN20DYPs1xMismtk15IbJWGn2g7Q1oUl1hT+5V17ESKcYKTHH2SIYqp2xI37AARmdBPhelKzMTNUHTTX5S5hguKf6eZL2aoxm9omItLO9wV2141sH7aXBKbf4fpFFZ91oxzcw5vt2ZC+y13rYVOnfrTVkHaspmyTBzw1png3dzuMh4TXzKnyfMMD86XlfDbZToLuNo+rVZo3dvaDQR0PpvlJNmAI9PqRQIP/hifWgC9ghiF4glQK8mbWXSq4XVJxLAOoNauMaLnGBtoOpfCJDZOleZc9EnEs5miYlxX829/IPN0/+J6TydnRSnMQvmD26ems/uRD0z2HkyN6y1sEKFn3R+RVsNHfoGQzOOj+pN1HkrerdYIyA9qVDPRLLInG/Xao+g9thqWSloqxA/u8USNU4zuXuIzgFoiNOhLoppa5JhyOvjmBgq6YM2fM3jhsuQ0wxYbzpaihoeALaTumhRKSiR8NiiHJqjWOWFMJONYuyICvSBO5kxYEJiorKHZEJcVMpQV919nEARGXRK7jINVEHrW59q1WEl5Va+r9ibbBYfHdY40tTADuJbn0ma+dJkjQCw5hIQ4rDW4SMREA1fxcnOLexQ9EZIXqE5p0X72lsSG95yqTE0xUkHB4sIO6yiFIWOI+hkDkl4+N95fyhMal1t/Sm9UbYF9rrx9dsP/Prrr/hv37/hr7/8gv/lb3/B//K3v+FzfMPj4wN2Xfj6euJrLiX+9BjBNlhXQgmCM5yL4RiN1xWLQHOTObAbENfGXIsob+Ph01jpCCGXRMeA7qIL6qAO+R2YMuHYHIPZxLQqFN+1d5CJjsBGCIwhk+C1gIVEz0RTB3zNG7EDMSemOb7GE947QkybKvZ2dTzERtog+4saeX63+3VjzSmAh88r+0CMC9HHMThNAX+WgW9Xg8XGw4EfT8OPLdBON+7RDGM0BWahy0b3b7J+dJ29k35aXVex66buzZ/5ZTWC1R3WDfa6mUTkhiXBiqzYL5Biz4mdhr3E0BPdFtAeFluvJRlQrZM2+479mgzgfmJ/zhB4bLCbB74bu4tupGYzci0k6KsRAn28mGcuTxJ3lFMgYTRJ+crgOUKmfYbhAk1amSBXwa9/yw+lTMi3OTCLJUJZH0Q9jb3Y9TjxDLzO/T5Hq3ATdlEp4AHzaaDn75GzyMO4qfGG1dmEJfbcGvENFjjII89JDKRzApAL5DehyUzOOR73MM/CMBPwizHLQh1SMYtQ2v45seY6yf+6b5m4aS0lSxZq/DVCWv4omWzalFQnZSbLOBz0jSISQg8cgWRl3keAR8/VXea5UPI+aGorwMHU+Dm+LCZ2kAEWbPqk1mLeC/H6Dc9//Tt++9/+O/7Hf/0bfvmXv+H/9l//hv/rf/kXfH77Rh+WxwP9t9/xvKceBaUAWJu+co1dwhQYZnAaqK6JWAEbjV33om/vdSSccFKaG1iYnXTaDGaJ0bto89VRbifGIw0xCew0p+Etpc5S+JyUnFRs+lpp2uDkebPA2J/z5jPdC/v1QnrD8+MLdg18QF1jgdS7FnqxT6BCNJnEzjkxv76wXhMxJ8+s1hDXA3F9IMaFvB5nP1oG5aqPgf+yF0YzfP3+A88Qe4QVGE3BHwM5FxEx405Po2eAm/EsG4Mqh85cr9hQKyVl/jO/3LFjwZ4v2OOBvW9ORoEDNtHHQ4afLwLqySlsYQmvIlnG2lt5qZkD64XWHmI+6NXt5F471BHvb0+LYCUskBFwa0jbGAJisBfMB+oZc0LlohzPOLljSxZPwCw4JccMaSqYk1JAPnYx0SWLiS2GvWIPkpO4WuMkOG9k+boan7AanmFoex/wll6OteneU1EiCaSTAV95P1kBTAJVV7QCOuzEMRg/2yQV3EFWu8Px80ANe8+F5r+ObxdQnffK5RNl3Jm8r5Zspjt9bDhmlmuE78+9HqcJnCf3o8l/jaHFaXBA+w1b+TgIEsHoYdZz4HExDi6B25udEDE3dKYqL+BwjIa2N+5NK+G5yK5r2eCY9EVKse3B9yo2jSoH3nk1XbOaGMEivGKtCQy0xglk6eswLG0vbAFN2bhGAoa+byTELDWSBciqUGMpVHtAeT0qp6FMydTQpYcopVMRYLOjtiyS49oFJtpOGskSjZA6LLFia7DDRrE/0xNdk3GZuhvaXHiE4yKNEKsbnqPjeQ1sB1bu8/6dmCSJC2aoKYwZgPcLrkmlldu4AMOURJAyqKaKXQzdlBWIpmlyMAVJEwtqxmtP85ZpgAXE+OVhi4x2gH0rdpJyrzQ1HARGiSP/h0LkHwdR1OmDdW1aB3IBSliQ0lcFx90ZmFy3vWR0lwhsrHDM4AV6cnyUd45DC3PsJF3HM0ThoTnqisDeeXSA6Q7blTxQX9zs7X3ijZuVhj9MWGxRD0x09p3QBwoESUlWEggGEI7tUylfFD/79yg0jJNfVu43OKMRrllJ4N6HPpoIjeNVN0SI2tsYliO+YLWo6pgp6hYBAiL8/Abv9xbIYoVmVgdPKB4YCFsTfU+SLIcoTxZYRTVLFkTe/D2SzRu6AQOd4EhQy1xzdhoCPXlvLiOSf2PjngvzdePwthSM3P18XhSopISLoJDAmVpj9c8OJv5m9LlofsCjZrpPxsONdC4aSR1zOWlpz6Gm4KVSgYe91gmvwzmWG4ad7OZ+/fgn7t9+x//49Tf0PfGXb5/4bp+wMTiRoTXYjy+81iY44o6WLqNHdYkj6U1gZHF0b7jXJqLtHBXcNZnqfr3wVPFIXW0oKAo1PyPNDL07uqR1iI1l1ACaOm2pA4kyMOoIiZdx/XPCBimo9KSQht4aRl8Yo8NBqVYmvYr2779jGvf9+Ab0Lq8YOn3xfbP8KDZqbHnOjbwnk6C96KCtJIgTOVJJRmIqBjRdSzZD/+UXfB8N9ltD/njiFlgzWsO4Brx3NCtDURZWzQyjOb0TwMDpmujTeqfLeARsL4xr/NEw+Z/zlfHWTy+Zyq6F0tFYbhrL7sByHWatwe4Fny80BFZu7A0sC2AFfCd6bngfBB9aozJdAJkE6gJiA6GC3KpoNiUaTglec4N3+Tw1dtnIEgFw38BSV4NfiOHNVPMraLf6uwx5LRR1mQWr7XyD9qgcWLFfRok0L5xk4kTQrHLOA+giAtlU0IkSniqoywBxA9prdpJp++nMOgyQKFDpp0eVlRDUHwDHQDAA5JJ3WWoyguqBruKldMYAvG0arEqG586RhF3ymfIwKvNNz2B8g2GoezRjExz9eh4Ah5JWPqcayViT6uq6rIqriv2LRUGKiWCbGvxmlHXFWhrbyOtAjaQ3MvpMz7I1mQ2upfsdpzN3OrqZ/B3wnLduBHUi0NeG3RPPH0+8/vV/4B//9a8Y/4//O75//45v7TvweGB8UOJj//wNr7VUGDXAyRZNndWIRHb6AvTrQveGOdnNW/Ip66PDkHg9n8h7UqOfXFvW6A9VUuYyk+29o4v98sqtPaEEc3KfRpPZZQ640T9AyQP9h4LmijFvyhTuCbMX+uOBMQYM8Wbw7o3711+xnL5C45dv6ONizN4pYqtM5Xdg35RsYieZYF9Pjpe+71OEOghY7l3S2sQMPpemog2Xof/Lv+D7Y8D+/g/kbz9wq+gdvWF8PChv03MlaZXswt5c0lCwCJxkN7QxELdi/1roH3/u6TytfyBevyNsY91PtPEAIGZqp/k/rk5mwpow+RvYfjcy6HVFmXnuZN0wPlBea/R7kCGtkdnY+gAEYjJXo6zGVPBZG1gCbFiMg4aUdKnkeivJM8D8F1vNLBbzvX2Q9evFGtAJoMEVBgL8BGiX9m7Q68X7qQMSSSaFazQ7yO6AciYl0ryM1n7K1X4qkRMsBh3v/LYaoI7ThLZMgoJnMh7BJstF3w41tt0IKgfEXLYC3AmKZ06B7GobLtFGFAdD+XYNocjkqGNyeTYMMpZH6Fzl9Xbn2OMV9CfZYpu3pMTEjGcU8eCBZgnswHbXPaD3WMrzw8E82jdZbGtN2Hb0i74aR3avuol9iEQ6eRBY6+SnEYFpF9ICe09cJsZ3phobALK8WwgIuTnZdKaiPpKgh7FZbC7+kliyDiOz0kCAWfF6GbBSXH819teKt0JBrAsUiORNoJbyVtW5hiSr3JizIuhZE5uAnssugItK8iOBkDvYuGR5RSa67YWfpwtSjqqmcwD5vNFeG9fi94tueH12fA3DK2uiJVnonosgdLB5Bg9KLEGA2jLQwPrn5CBuMOvHb87dYFujlyW7zQJNCtQTAE7WytY5TbZVGFUF1YjaBdqqFn0PZiHAn2uqDp5cPk6vlRC480defxhEcc2xpk+ECluAG4z1PlpvnK0N4PRILIExEDDsPfjQ9lICZOid9OadYLfOAy2ZgG0V3CHAwDYNk1rhmUo0q9B0V+Hq7O2bjHq2jIDS6NRLLkR9j/fiNyumjAFiRHhw7BYP7qJxv/1SuLnUcVEnM4W+lxmeIdnlNwXXSsKrswngZLNIArEKThz1XEWlKG8GhBFVJ83dlHuGCgeZCuKNMhcbgkmioQ+gN4567MAp7OMESm1SIeoFJPS26bnS+zETnJt0MUt2elNFfusNnhtYQNyTh6wOma3DjGecaMiogKjNdBBBrUFdz1JSVpvHuxd2y0Ctw7mMf0mbPDjMCbZ2Ti+8Nfm7nrF+3kSbzMA1LvnFbHw0w+OeeN4bz9/+id+64b//8gs+v39D6xs5Lti4cH0m8vXCDDKEJlgQdhXyfHA4oMF4DHwbHffrxgyCgl0jdr0NZL64RnXohAqH6uikXNRpDMyiaIEjR5cKRQOTERgduacmnjQdXmtvrFtSpKKuStuQ5tjXA3NzFGTJcPa8cU/K6XrruAZHQg8wsQiNubPgmGe3JLDDx4+EwwKkATYXmSlxzwW7Sb8NKw1rx5IMh93OjrweaJ8bvgLxfDEOjIFw0uzh7yK4Cm0W25zmBNH4KF+gJjqS4OD9J/dEIcjd5WPmagm+9wwKeMoFRUfmfpbAddHLYS8mny/JWjLQ+wV3UxzZ8LXY+R1diTAk2duwNVkgmx1NNAFUQ+8qJlsngGN2RjOGqKwFoNVarvH0pBPzexBMwwFrjnmdQHSg1o86JdVOaY64E0vjObMYmiq8T3ebrR3u9d5Q2nCoyOdo458O7gJsas0qhh1PiR14MyM5RpF+VzhRM/PdhUydp11xrBsNuU0FbeoepL77rmdsZLa15vCrw+xinFgbc96okcnF9uPPDYIZcyJet4CkUMwhy6FYptV84QQZJlhlk8VnlMczIcpLBzKALbYeQHYn3kzIA4JAx6uE9Vb39oDZoCfCogcI4xz4HJ1sxFYFeWxc3XB93XjeE/f//q/43Q3/9te/4vP7d7TxQI6B9nhgZCC/nlhZvk+GfHFK0PHhWHw+7o7xOfDx2JhfT6xITVfuwMeDBX/84BqVXLbMHgv0imoCtHZi604C3TvBgsHAzrZ1TkranAbSnMyyPTfWPbH3koEh1AVPdrjXwroGQfznE2su7K8n1tyINHz1Jl17xzAmzKHnjgi0iv1eklKeKbYDvTU0d31c4n7dwHjBHpdyikbGYGOV4mn0zfj4hvbLRlsBfH2RYTkGx4zKXD03DT2tscHmXdJeHqYo6m+65Gh7Y1ti/sljf64JXA/tRU2wafROs7mAfsGmJMWRCLtJzc9ERgF8OH5AFZsyFtnIqmcIIDRKcFzykvJnQpyuPLyzeeZA94e8EzfCGuaabJqYIW0zX1qunJheb+6AR4ktmA/XsHXmecZmQRWpgNi+lPtmJFq/JPWUhCkb26BiNhCMZZOBTVAgg0MBKO0G64twgs2QrwM69p6604LMkzkdjH5WJFaKUR1gfYXg+XyaBE2gh9Y0Kp8lwxOgR2ExLxxA9nZKBQCq3VR4umqH6jp4sWf0XBIwe3uUeTN0BNzYxFgRlAxCBbWZpLicaJOApB66UBOgrf3o5ugJ7El2tGvEbXcgVHwuFAa8sbOp5jJYHzzDXmR87LkQ0bCiYcdGa++h1w6y1gMgqxIO7CC7wiiPcbGny4MDTiN2E25P3xsZEZu8KluDBYvcjEAppsosP3agPzrPY4EAJMZIplt5AoBwF1vWCCC6pFp1v6BBC3WfWRzAfSAX4NjYaUCjUuCGSepDRuIAm5MRzKXH3Hg8JdN14B6Gr+F4toY7AvcmM7Q7MBqVERuba2KDZuBaS2iSTzlHCrvWlWOjl7rM7RjCQjWlKX4zRqjx5LxPALBVa7eTl3GdJrYA2oCZmhjaDxE0+DU12tOaBqOQ0dT8LfH9j17/E8aydrR8Ze5X3hcGkGa/luarK2FiFsBArALYXBoxaeyablpBeR6BNlyAg6vDFwqAGmFpDu/jFEQnSZX5DCphNVHDm5x+Nf+7pDk13swMh52QWYmoCgXTHHsAlqb4mkcjbz/fZzduFl1jJYEMfM4OoRZHll7nsAg4KjG1qN/Xz/vbzNC6XMrV0TFLmc0RbCBQFUR2MxFri9YIIX+hrmvANzvxl6bJBEoqFQcFryLJsIEomn3IzZkF9pyTXUDUQqBB0RaYwqk8OJrZkiHFlu+GugYJAKKTQ99Z5+9P2TTXoKkTy1vOjQt7A2PIcgBX91LXVYWQSnb+fhKoaDowOb2JwbCKqWJguNOg1d3wcW085sTH8wtf98L9euKf//3f8Pe//AWPPtDqZ9tA6+/um4H11b4nZ9arQ5ruZwRa750693uea++94/EY6L8bXpKJ0c0d6vDVoScz2wTNzPbCWoE1F9kDAgm2EF6bC30sOPqRlNVUkoy3NvjQ570hX0DsjuU4HeAuvxHMJ9aPjtfHAx/XA2OQtukFvjqXIczgFuegbsMRckTvg4Zxz5sU9r0WXjc7J70Zpjre3Y0TQADKP4yJWneh6SDgulHMOCY5IiMLwNFkJxWA7k2HWeLe6vrc9x8Ok/8ZX9Q8q9Cc1LU2SW/SAE9H5I02OIkKSCYONnjvBLyYGTXNa5Fm3J1JTmljEfDGpGdb+ZVwQpR3MiKa06CzHN7L1yCVzJzx4NrP1jhNyrc8ieosgDxynElpga7xU8LCjklHpMOdxX0ISLGExioDAEFLE/ukku8Cor3r2vTe2VzO9FBc3ezQAGKXvc9VA2V9bbAjmklTXMt1zMAJNhkDy9qSz0wVnnY0wPROoblv7xeujwfQOyqahuQQ9BtQIp2kVfMzHTka/U3uxHy9kPM+51QAwJz0FjMo9icQMg3NAHrjmHPJnQosg3w6YBDVVh3eLUhfRZQFARcyQlXknBhd/00Gah6Q3E70h2JRCLhqXoaNAIafqR5kkoLv29l17w+BB98/cX298PjxA8/XC/fvv+H3//f/hl//9jc8xoVuaiD0gTY24nVjTxYJAeMUt9OBZw4TCeACeh/A2MefxEB5weNxocOOGTeUxEfQEJVUZyDADrAtmnQT4J4EsQQokIG4YJJc2egcNb02PVwk9cIi8M0R9pQixRP8czeOPp8bPchUy6/fsX8duL994vHxgT6aGH4lQ3DEIovYtU+8NfjoiLzQ3NCuCxmB+3kToJkL99eL1+0hjwtDNwPG0FOVVFdAXnM7nnhb8cvam+5+zndjY4x5Y6C1jg5KUXIF8rWQ488d+9vo2PMWCECWIRlc4N6VUSWM8ZyTZRlHOZ3TeQLLmNQ7kOHIxaLU2jgsgojJSR2x+Od7qREK1PjgzKncTjIONXcQU0VZsbkTKXgkK+9UjkorgcByAbA7aCgeOkuCXX3GdIdLjpBBT4hWSb8RYK7mY6vstcDeXGKfGczigBFCHWT/EpRmWsqvRKBJppq2iluhnBxxFPpl4pomOfppBumMgmKpKekyRemEpjFW++DnF0EJsmB4Fu0DhPL+ZWhMrmI7z5DKG3+6NQJUWrpMxRUH0k5Nl0r07af4TTBEdcppcgLZHc8F3HNSEuIXGoCrNfQsyU3n/tU3M+N9uxq9PJcbp9Dsjdk2cowi1KJAk2Y0B89NZcEGmM+obmuq0UI11unGqEYxljRYe2L1BgrMyNLnOZuSNFY9pJq0FTilSsVLTiv5mqvpIaC3cg90NaF1dh22rlQIJQcWOoXcCzvIINyvicyN1kzN8aHzD2hzoj9vDKU5ywzP3vDDE891837vOCwjbrtN1qbLfDiZN3nr8lgUswe94EagcSABDXfJfGeueLERt0txYQImCfpz2AuZjlETRbXueMPK3sPenkTacxncXwS5DLkos5JLLUdU+x8D0P8wiNJq51ZhCWfnUZ16RLIo3DSV4mKR67oo/wQSQrINRxjdkmkEQ5+TFBIXIX+MksKoe2jyKDErOr7YGfkOCKaHUWasUcCE6EMMpHYkIcUMKY081B3kmxFQWTvUlVKSK2pgPdAat7mFUjrefgtF5WPg3IdBcLRuapFa/WzLE2xTiOrW5hP5DhVeXd8fCvYmADW3NGGxMXpHd4ILYXFsS8wd2xx7p6i5W3ePbulFm00F/czANppcrXtyI8oAsjUlRNwK5z1jh5JV0qrp3kwX6AOUVORNbYBikXgqIL1p0IhiOgnURMUGOp+XJ4BFUs0DevTsJPC1wV+yUGdLHd4zkQO8ntj07eBj4yeRXk9TQO8Dj34RFX+98LoX4usHvv7+K76+fcNHH+iSHTRv6D0oS9C1YYU0rES33RS84TrceP+Bcj0HHo8HPq+B15q4V5zkg6j+1HrhtboxwSAoUgZMDHrdQtrewLy5DrKtg+RGJL0cIs6+qYIwMwh+7AVLwwBBKn8M+CTlet8T8/XEmh90yTaBWuVZoDzClXhlC3hjcWnu6ONi4RXAcwfW612oZZNMqTdkyjxQwKkbmWi9B4azqxlIAjymIi8h4NU50lNBk4bUKtDdsJajYYs1+8cQ6f+sL7dKVN/U6Ih1xskmEugduRj74WINyMMnk9N0fAeZikYYOnbAa1KZ1nqCHZJQ7I85+flaK+zas7A8sR+oVJMx8RSZ1Z0Xo0Ua7ioKi7FG7a5idMZZKFzvNB8Nc1gLdeGM3fws8N1O4lxJzKHEFpheCWxIIqe9cOjmRLpBF39lYQBghu2mP+M10pSNcYumqqLApopzMT0RG6N1tO4C7oGIkjx1LGNBtEOxxO3sp94BM0k+TYWnAXNvzJd8kF4vnn8aA1mU573ILMq16bNSZ+NeStpCQLjWVSXKwCkCoG42DouIIJAB1XvgCVidpQTKm6akOxaM+WTb1KHHZ91616h0sRO88ggmxiE2Sp2tHA3cgebwceG6HvDHhfb1hfa6Ef/8J57//X/g+Zdf8BgV+yUX7JsghXKDWNw7Dp5DDhaczcq3gLKjAjzMDNfHBz4fF+7fbryC0rEqxPB6AXmhwCJ2qtX1XtwHO1JNCjZCYgfm88n717vGawIhVmFW4ZQ6VYyFUDOHL4J3A1xT/vnAepEqvp8vzB8/sH/5jmjV77fTTT3dPXeOw+2beWtvsGZo10NsXsMWy2WqoTR6EzhVvjI6/9wkxen0OJHHUmbCf479hFcZ+1tTF5K6+Z5NHm+OnA1ujP1vQ+k/5yszgPEAoiPXE9kuwMj4cuXDZpJL7ZuM0b3h1mVUibOvrDWOElXRuY8U8KACnPqJhEmGVgwOSt/ZOc4k6+ld5KiRmpt5ZRugb5TGwfqArVuTrExNnYZ43Ygm+UMCafSn47hch0OSmGSORJlxgRGQnH0dL4UA5Y/0ngOgOsSrdxecjggxwshu0EQgsFEHq3zjzUK0TKCbuk9+aqRjAl7ZcMUDsNlsBtYq5ofFF2gEdOiqdJiL9Z1YAskQNBJmksPrM0huGaoV4kzRczR9Dhu3ZAoKpLKNaDwDXPEtjYAFWJbo+1DO9a69aL/Auk3jqBetHWJRtfDoHaMDHYme8vcwWQMkkN75KMSk3TExMzAVQ3Mu4GrywmDhXZYUaU5mVBAUJDhhOncZu7MAFBh99jJOnmmgD+TdHEOy8SVvHACsBzI4oa292a3WdP2LdTZVCQIIvCkVYx1ZU/aamg9oYqOADcqaYHOOWti73tllOQF5BLZ3Hj0Xxh24JnHAaIb58cBruDxpyNrqhQvsfUYWo/HUJeOPShM3AH3wfHZ5jAo7qCl9BPw4BIT7hbkXcyJOILRclJNrzfnVABmh85zhvrEGjrfWpNlWcQipZm557CR9wjLRnCz5qgsLDviPXn8cRLnUCVMXIi1RhmslZymDF1OJv5XgmAFojRIBEGGr8cJFB8PBpWS0AzEapDX3JFK3ZGR4nHwVXGt8X8Wrw0hRcpWFzgq9CxSQwf9u7pzgoUAhYw6holr2GqVGvRoNMZFAOFk5MJM5rDwljAkQywM7iQ+c71wTclgM1z0AE8eSt4CJcsNG60wKmIQCJS9yVyJpde2afuTGYNkc2RUKw05iUcglE7utAHjiKbw5ujP1qK4zwCJ7zRt7L2BvdDe4c4xipEwmhXhiC0BpRjT53phznnIfgJJpLhR3Q8sN904U0hN7M4Dz/fM8j+YObwKiZGxZnitp7HYcxYGCzWEk6WQrnaAZ/XnKoIjv0RR0TEHRjoFTmsO74TLZ6PmNeyeev/0T//znL/j8+OAkDud6vTowXObIWrmACncBDd5k+gROdjLRSt2A5h3tAfzyl2/4ej3x9dyiaIfWfYf7BlYBXxoJqMLiTAkyAhGQln1vHqh+NYRGdXaj2fPKfeRm1fVEN3Tm6NrypIpvOLY17H0j8cK8b9z3ROsdQzTICkwGFmT0fuAkJUfHMj3n5ui94RGJ/fWFGQtxG+4M5HUhkj4U12Cs6WDCUPEg9ZwCkBeOAi6jMA3lWj/3iUwGnG4ABFou8LpXHep/0lf7eDDm1WQXJIGUiv2N/khQ7EeZbQOaxNWxn7fWXoMt+ZvogAOg+CKZijn2vLHXVuKYZCumOttiuVW3wPB/jP0clZzImBpzzw6G8GrEm/N6PHIY+5V86L0QSzHgXZwH2LVHkHHTehPrjpRxYvDqkVfGBbEPBZLkwr8DhcFvyUO+mGBQ8r5p/m01qi5LygiexTAa5rrDhpKuIMU7R0OKEYAdsLWZmJopOaS8kGa751LhvdhcSsDUZSUF+YU9JyCDUvOL72X5BgvmAuaiB6J8P/K1sO5JFsCJ/0VdFriZIaaR3suN1FwV9Rn7dNqaRoOm2JdkxYCyns1cpDI4E4ifawFDmvcCXCQBMwHe7GLTB6now/gpnzDj5J8hcC9bw70Xnn//O377+9/w8e0TfZC1gt4xDOh7k4GTMq93mv8dZm7vsBpR2RyId+z31uGfn/j+L3/B8+sLzx9fJ3aaG3DJLBe6HuUzjP2M+1uAZOudIMqayCmO3mMgWyeYYJQW7KU1KCbPzoWmru1RE2xJhQDG/vUC8IX5euJ+vjhZQ6yTpveHYnQoTpj0/VESgdHRroEh5urcE/t2JAL5+EDDA5EpU1wcaR/f0w/CFjAxjjZMEhAgxejVAVZ7zhtsQL4x9AZbRoCg/bQ//4wvPjH6GmI8sNfkMAGYfEoaLDjRr40LmfSnKtaqXCwBa9gpLw13TuDzBrd+pO65l5oais1rAZrIZDVyNatSUPxVbD6ghTlyzzfrWzJQNEO63kv+jn1clHJoNLwhkd6B6qaDoI0nyEyrHD3fwNzW57AgdgykvBkLHLZK7XFMs43seBabW/HAAd3HPDdeTLOfJpdA+W9WZ02xycrLA6CEvtEoH/keq+EJepsZkFlFpwB73fYdZOAAda1xcrY6d/n9GSc95KfhqgsEQJsaVOVf4aZfsQSgQSMusCb9fOeMCXM+i8gCL35mIhj2vhExsYyy4DLibo3NFYJSXCuhaVDZyvdpIOJGTJ5XpuveBq7HTGzOn+aZkoka92vG5nBJhqMktDqH+V0oC3rTG+kLtS2wA7hPPp2Ya8HgaNdQ4U6AfxdrFiAwaKpxk+a9ZUa+IfN6MBk3nem137DUpndVHGrOsPYMNW5BcKtACSR8b7R7on/daDdrwtkNXy3wbIY72RBxyZbNtH7hBDlCjBOwweutSx5TQE6e78Z/mxggkDWIgB6t3BLJJd7Nrkxgi2kTW95tqmvNRMooY19LhBF0r6wjksa6856UKCIJovdxmukKKv/h64/LeXTIMacqnRJRIRg3qLdx/E68MUCaNgKCI+SwCF4Q9JM/SQTNNZsroGoOfN30HQg3acsCYRseTBpTxkABMl1q9G6i0C0ZjXrFJSVCMssLsUmsxps6qdThGztofGde3aKOqvyr8KfRVIJGU41JZS0S4O15YvqtSrwyjswlkbANoFxrk4dUOWOX5pOJeL13iG2naC4DKTPSUUNJYRqLwVyJrs5bFJ1pV6eOi+gAKvoda0xou7MzVkXKjARyUy5UwTsTLRJ2fBFwmDqVKEPAyt7yQlFiezrBmSw+hCSGFdL7LmpS7+tm6g76KSxcNKx8PyGcD8b73tZuZbGzgN1Q8HJrAp6sCn7ew53cxC3pwTA6C5NldPBvmfCcWM8f+Prnr3j99Rd8XhcyiRz31nA9BrDjTKVhIm+IMOwGXAXyZQUWXvkq4MUc4+MTf/v2CcyJr3sh3LHE+DIHegLh9AiCwAXeDQbtfS+Mq+FS0NmxMfFExoXeCAbOc09rFasgBJNWV/cvIXq52GmmoiQD2HPh+eIY3BwDuhwmAWKahTorLglGalx4j0R/DPi14bNhzYnclP8lJiINPTsQgHtHGxLYCVmGmCZMuNhXaZI9mLl095rapT1TnkOtN+wVmMHn1AQ0/alflZAC8gppiNeLtHwnPdN6p64ZgI+OZkZjOSMoYK0BN3ToA96bQK5gIt6aVlm57YOAhEbbphgrxEmbpDUmaYdGaGs6AhNNQmpuRvkMEudYDlHDIwQYGHw4vDtyG1LPnMA7f6dGhQtSFpVVoImDxaBXEff2uorqCFbsd2PzQfvmHZ+YqdpPnd0MgjXZqNe1msqgJB4qJKEuDQtodgdN0w42QCC7PM0i2WHcjNvEKJQ0ztAoWIOvTjnKT12yAA7TLG6ahNsYBIKqY4o66rbACBkGJk12d4EoTjDflDjS+oZMH6/Yb6TdZ/1fguOwzbneWjtnFrtYjOGVpAE4gBP0Xsqsyc4zAGMd35d0nRreBc5D4JikAEl5w3gMxX7KIlsm/L6xfvsNX3//N7z+5b/gYzy0b+hrcn08mMfszQasM/YjDOGEbIihiGbvmlYXQRaUN/Rv3/GXv35H3i88JyWzqxhfbu912skQK5AKxulI+3VjPC5cnZ3XmDdWAtgf2I1TK2Zrh8VlxfTIdww1FUbv2E+2KE0KRX9/Tby+nmwePC40AzbKeJk5E43K22GZAcqVItE+LvjHAzZ5zbGWYv8LHUC2Dmw2Fvwa/P1NGTLEnq1C/ExWTFPsb7BUJ1/7h1u2w8fFIQZ7v+nuf/LYz/3LItPmJDCyFrI3+Pjkudw4dhbFHkmTuaZYZXAWx5DRf3JMOuYiu6/OYW/HPycT8H4hVZTS08Dg3pHYlASpuIdYx6mJKygDUzU8ySzdvO4CQip2GNdhVu4YNSWtqVAWAGs8a3RTIPMoeb8oHw7Hts6Crtah4nUKOKTPEHPPmkHCvWporSbg0MMllHtWczl5oAigFwAMgzWeybzlBqhuqT3AmkEFJnTfhG0d6QsPRErbforjrCGYs211US1dTM4s6oq+A5uWNfkGyfOM16Cf0xlaI42rTkgjoG+S1rqzRsNOMcLVKGkOWGfeujZB742fGtSKUQK7XLUJp/MwV8hOadUONdKN7Fcgka0jl1pxJe1ISFaq+715fRCgxEI+1MBzeDIPYt0Yh3mO4BCH+0zKS4xOyW0YBzCUyXmzN6lA/COqMZse3t700wKb6iWRp0TRNfqa32+felhgymbzOK0BzllBVus1OGChPRf6pFRv94b76rgfA7vz2Tu6ZKSXam6I5XUdMgUqJ7FOlrmBDTQja+kMxLBUA43eJOECQ6VWICtz0JS8CAc1YTHE5spN1pFke5nKJ4yx3kJr07nqIk21CidMtuboMqZO0Nvz//cgCiCfDzo/cw6zE+l101x4HBSHhoGA98EJXblxjQ7sjRsCDzIAlyZ7Ez0N54KlnloTgQSIrL3Z3YmQV4M6OgIMYP+etqv5DLCT4OXZyC6NrAdBhOalH3cyZTYACIVV4eAq9llbJtrVGdRQo1qX2ExktVQSXe7HVdEKU0ZTcohMbg69b7EkEo3USPHDagxnKkBQD+3a3Px2W3TxLQQaQcaLeaGtMuyNRNb0BTdkY1IUkeeavTUsa/DLMDonvmQ6PQ3UuZ8L1KXJrTp0rc1NnaekA/K6AYg6OJdGsDHYtS4Tn9KC9oYmllL5FGwxKVKBpkJ3nWc13SFKkqQDgc8lj3kSk+hE0lGORdZaWDpkEuxaWTL5OslzFULghreL1LTcm5OhGmeNzzXx47d/4rfffsO3z098Dm7GyMRMx2N0XAlq1UPBLBc8DNvLIDfP90HaO5mFwfvA+OU7PvZCe7EgeT6feK2FtVhsmm8+4yqyzoGQeL2emHvA//Kd+/F5szsLILNhRzvyjXLsNldXWgydODc94BH0Y0CBEEJ/98S6b9w6aLi/eI/3fhvR0eOiHUBzb2bspU++I/G6F+D7aDNNe8gdmFtTFYzMm5Y4VHwHyJI6XWayfboovEyynPUVHFEywsUxoFsyqNjHeu7P+TLAvSkmOI35ekPOmwnTYFFZo6dd4K1dA7g5Av26GrAGJm8o45r8OHxvZE/5aMQZ42vS1AJALE5EgCeWRtS6l06cF9mMTCkIgD6xVFTcBLgnBN7C2MX0JvDUG2r0NYxeLMh8j+XzdorLdnWg08siMtmhNbIj3O2A1f8u9lfRlqQ1/zt9fAG8YrrBGwGUBCq+s+Fquj+hInAf4DVChnZKJEzNi0rczV2sjY3oDX1obzdHLMhHSxLM1mG+4A+HXWSGZRp8LrhPuDkp0YfdYod9wzG0AJDIOckQqe87b8Zxb2QSNXV6AT7zTo8EU2t0F0tyydMpeNaonhAQrk5lvr27cnRE0htsK45xITHvYKMlkM9bTDN2o7O4bEQkDsgPMAGHA/bByTOpNey9w+fEej3x9W//wG//l1/x+f0bvo2LTZCd1MY/Bnx32GSRHpJRZcXAMD1HFSAwUd7lHdUvjL/+FY854ffEzsT94wuvObGqOdQ7fK/jCaROC5DA/eMHO4h/+yuua3BSz7y5sPpAiGJiAqaYA7NT772KEZ6fZZoMQKwvMlXIQrqxnl+YKkrLDDyR51kiRZuW8eCWxAgbWGE0Ct2J13MiG2M/wJgeg0zNOdcpHpvo/jurWKQ3luvcaqBUs/d2QBdY7WuZZguQirXEggP9/P7Mr6yRuwNpZIZ4H7C9gWDun3GzodEH98xeBDSC+4V5ORkokN8RdsKvB1lXFddiE0gAJOni9LbyhcgKdChbAEmBTI0dGkdonHwD2S9LZIcOcxV3YmpDEypDTAgTqJu5YSs0IUQTnPaW/LqdGEdW4Vsin2BeF0GJRsOiCbgZWdsCk/lp/c3cN55RwRKGLC2DGPQ6xwToJLLUIwJ33vlQgU/5k0NryHukNoWVmCQAsHyW76SabkkwoSao5J7Y0Hhqq3vth23RdrytEHTOkrQnY/6tsy/J3vDcKp5dBTZYqwXrvMytSZnlKbkl/eRHDG9YlngFvfKmk+US6DSwTeMoedk+kK2kZomaZegXbC0YtgxK85zNx6w7U/ctNX45AZN/lgxzgTqDxTgt5orz+gHJNJty553om6x8TgWVD4lVzN1v0N/fxqauGM6JT4ljOKvzySuHEIHArdYLz/ddTSMY1p6y2IgjId2mewFN0HktjHuhbTVOuuH5cDwtyJ4x+sJw7ZGAYIDM6etaNLAhmMNlUD5DE/EleY0AH9W+zcjC2WuJVQj060KkvqMbbMljs0AxM4KE3oA5GUsssVKytRQmIdYq1HA+ANheCGcDbGeI2W/0uqkj9D94/fHpPMkbkAIriLTyQULdfxYvfhZD6wN0iWa205vDHgO9OV6vG0v03FQXxSIwkqAAOzIlZ+EiawI8YMZkyDhiOaRXZJCo6QkyUNMNr6S6xnEVRwJCZt8CC8U6RiktYBYRhaKaqd4PB1x44X5vtjLQNPjxXKmCNIqZkkXJNtXpWpQuBooByJ/cosELs9IWWgUFBswy8jNjv9XIRpOenIk0JXZEuj3p+zGd47VCyCENn9T5WxvLF2kpvQEgK+UaHb3J1PeFI2GMlQKuEiX1ys1kK+6FvUT10h3GvkndX2/k3hKSnXghF+9iKvIgxK6OLxLqhBG9r+5ysWMiNuZemEsyhKjpSSbmkw6mYIK3jIdHN0MILXUVWmY1civw9WRylQSoOW8dLAJ//PY7/sff/4GP79/x+NuF3hxzbh5Wj46rN7SrI+5JtD0TCJd3Ce9redicExOidqNR2jMupPcDZuXvX3iuRWmNL2R0WOeBawkMkzRrLfrVfH6gPS54qzFgIDAZm8g1T5K3545Jnx8BzIVo7Uz6cSUjdX9dcjOsG9BIyUuUy9gcHZmatPXzKDJ2/0jLr5GHe/GfcON+V6ehx4Zt5+jTtuG94XEN3KPj9WQ3MZysrNrTBdZvsPA666g1ofNMJu7YuBcTnOGk6P6ZXyaw6YDAhdIXEwzUQkNeKaRGPuB5n45dax0fn0DrjvvrKVZDaKKKWAmZQJYjvbTF7rAd8ABjnbpcuRaLPuIqqC6Uoytpw/FjOYw4AeJkODARpzTVqsckWJuxn4zlpPFtgSAK/owhrthPYCIRpIObg9E/37E/8xjvHVDU8DY8Mxygky+HEMH36hMrgI37NxuszpP6VNtMXuk2v7A377GVjFZJ8poTfl3v96iEJ4GcE7s5poGjBjvP7WFAa58E076Y0CCBmLKnNWBTD0Jm0lrY9839mPH+vuvmmRtd7AEBCEl23VlrUbFfQFLjpKAzFSJSnb51EnHrl8CjwHrNIyEquRV6AxpZo4gNbEfck0lYHywaZUDsDaKX83piBZ6/vQDgSEizuPBz4/n3f8Pf//d/xedf/oLHv1zooyNeE/dzIj6Aa3Q0N+TzVp4EPuPJQpESWgMgE2Elk2XCOltHe3wAfeBqBLfjnz/wmpRK77XQx6hqjPiIG2P/62aR9/kJ/3yQ7QKt6b14Xv+0FmjcDCCbcjGZrfZEuSHVGMroZFm6Ju5g3sje4b1h9I5moN/KWvC1xCTl+cbtI7DMbv75Jmtpvyai+9l/zRzwBSw/co82GvzjgfkYuH98Ya2FcWI/9+pWY22r0jQBLNBEyRCr+t6bE+EaWYntzx360ZwTY/a8CWjMJ/bmCGIrUM3p/ZMqUuCSd9YY3mQxnJs5kyM03nwJLKXszCpuAGqwgf5OYrszXgg5FWMh1lYTk88L8WYfMF+URFQNPLIWE71fR4KaIXBWZrYwJ8AiRpMHmbLmhjJ3rULVd8mSOdGJMkkyAHOQLZsR8OTv0U9GeZk1+YaE/Dd09kT8BLAI8DHAVaTaTyAJ4MdTBLoO24rFh50gQEBSF5QHDT9NrGV27MOBDEO4YSXfl7VwIkH57i4ZyC5JramgpQn6aQiABW2q41/TY6I5G6eGtwxYhbeZH3aLAccXEFAt0zvy40Or6Kdm6l7M1425f4YayZI3JvIUyM0DdnX4rsElKQktR7QjitmpesjJ3qBwsQAl+e8ZB1NwOIgaPptNxNYbwjYg/xmgWPeGDDv+JVrcqG6IKSeqvzLwzCOuI/lQJveMgWsoqpY0qggKlNJ+iZSDTsqv7qfn335+7znhzxtdRsDx6Hg9Bn5H4JVcj6PVsAjW+G4g+GwFkkLANdlVlddQbsRnYixcVMuDeT0MrauZJSuBmBsxOs8bw1FNBcgw5pJnQ9R6hx8gbREU6Z0xvDySIOnz3ljBONQj0DJwRpxnHEbKH3n9zzFR3OBhMOtI34h0INe/AwL2upEAWmrutmsBbAaQ1knVWQDm66mBAVPgh8O3TOoQx4JkB7ub5a0B44ayZHIdhTZpIwqfhnbeQd4AoDkfZgCHWlpaRYjqaUguaohSjFSSDS08Lnr9JGEDyWqKSYBKyO1ABlqoAnNgP2nrkglZE4iQ+OnTHFEmtgJKXMl7GA2QvBL1ps2UNCm1HVhbCLY6SwwWP1HG98JwFQtCFkN/vzcBFC/Usw3YZQCYxI6Hoehu5Tmyt8Yez4m1F7AmXPPdn/fEPSeLp+R6OMZ/eg4AmNT6Vkcz68ZBO4Z3Uxo7Pp48z7C8bwqNXxHYa9LDoJ7F+RxSwlxsHFdwKkNioUrw5pTIWDvocOqgOowRIftIw3q98G//7b9jfHzDx8cn/sv3b+hueN4TP2IjPi58XhcNUoNTNtygUWo4lLX6TqQks+A6Y9+8o1viugaGd4Jkv/+OlyirLPwc3YDS4I7eMBo9h4Y60MtMrJBQkFVYd6Luof/OWrMCNE1JZ+tOZgcM2YBpiXstjj+bC2gLGAMrGnxNSscsYYP7dIHmx5aVIAU78H2hu+GXx8CIia8parUHfBgg4C/0jEZvOONctef3pDEVZw/RODcWDlW/ITGugWGOjcmOLoyTjCLggzTEaO1/Jkz+53tVguNJn41kFKwpXinj3T35fNMFKqvDfgz9umHomb1+PDmlak4STNxh20UN55Su2Bp7q+SspotQckjPglhKHuRz8HPsN7EYtvwxrJiG2IftEvTHA3wfRkQlNHRrz1PAATjRvfjQkWDRL3ACFQ8q9uc7/sd+A/nuEH2dCVz4m9p8Pkf3Kkv2EmXWJ9C8rusAQwA17B1s6a9DUY8bgDFeuUFO+T/L/gpE5/eN2LA5j57cxkUJjRg5Q4nj/uma9t4cjz4XzUnnhAtEeX09cb9elOYJlONvhUCpYlmKgfNT7DdNNavvStAFPwFUBdwr9oONjD0X4vlFf5bDTtUZioW0LvC+zIjBOGh2jMkr2XNvqCl6qSlHPMpTyTPXwP71d/z6//xfMb5/x+PzE3/75TtaM6znC197Iz4f+Hw80HtHavoaMRs7PiNHupRk2zXUs/YzQcy8oX880JVbxT9/w+t589o7DXAbOyrw0dEvGjBGbI4Sbo1jhu999k3FeBp4vs8f20FZBMiKtEn2TBv9xP7ohmV5zvf7voE+YNfAbg6/X+/Yf4l9bElZmQpNxv6JXDTC/+XbB8ae+HpNxNqwtmEXGIPqejMw+gN5EcTNSZPBfU9sdxZ8MKr9F5XXBp6po9EAOLBx3zc2DOu+SZXv5SX35479iUB25hfxfOH65ZfD6vZxsYkRG2GBXtK8YtDFVDNL3ocu9if4vM018tQaSjZEwESFrGJabpmYmx1Q2TRC2FVkwhv2WjDN40Oj35AHQZhdhaPyPeZ1AyhAo4nJ5Y2TmXJj9QZkg7VAk5FmxT+a2SdgCV9km5nYGFnxeJHJzgZU5beKFzJGDlXrWYW7zjs3yN9isy5BIrtXSsr6Q7lYVpERvJ50P/HdgvcCzU9s5+cpxjrYhGzEv0z1Q8ZSUzNPQ830fpSVSvaTkmWL2dmUa6YsCwiYGQLtMNxtA8gpXzqwWD31qu4x2KRnUS5EwxrcN0ZzxOh4rYm5ZR7qnNBTI9J3Ul6DCBFo7BT5jOWpnLuz+doU9/Rzkbs4iW/5KUrWbNgbWGtiXw29EzAg40jeXQmk/FPoM8P4bUZgMnOeWi5Byb5joYFGvZA0F2C+St9LPutqRIt6oHWruliNo1AubMe3BAKE6XFSQ+9cplJsbk60rxfGa8FmIPrAswH/wMRvC0A6HpojQ1WRGP+6Tynwr5iP3ptqSjHFEEeCWyxd3hODo+wi1IiP1KRFkDHZZMQlOR8k42YtXswS+gc1NXMo00usYI6xF5s4zFtxwL3WuoCerdKSHkOnTvwPXn8YREklSkymSeHtDkCGrzQenEJi2dF24yGVzRDhGl3k8EH0Z7SGvSYpSOo2ReYx8PMM9KbuQQSSWgX8PA0BHsfDp2AH4E2VZpImSUukgmtDN0jsQ7natg1fi2CtFTKodLg6mbUws7BNnCSX+mV1rpKmdVXcn8uqSJG82DD+Gel7YoBkLSUGlAqy/A5y0/5J+pNpCIv3+2phMb821CRN5n98jxUhOnEiUiNivToGfEUkKYzNwTFtQYnI9gMIJdTRg6ZUuMPXQt7Amuzs5S567I2YkwW7DCPTpUOVrw1k/uMu52rsYzAYeCPqNTo5WxaJQw3sPB4EnpSZpKb1HDQ2GWAL/e5CfFvL4+UD/MRg0mchgd1kGqUlYiDrJ5IbtxtkVmVYz9/w41//Ff/8yy/49rjw6A19GfaceAG4+oXPxwNIgg4sgFzeEfOg3UhSl6Fn2Qy4muRE0vHt3pCL9zZ+/8J9L3zhCxGJIalUGs1f3RxjNHw+Bpo5JgiEbpn9pgDJpmXX3dDAdX/YT92kMadGuTV1oganJqznC7hv0Duu4eoDDUZvBX2XYxrGm0gz6SqGwDXqfQCPC4aNq1NG2PtgQZ0seqgVbdTy9sQYHY/meK2NrzmxwQJlxqbRIRytBadnNMewi2yE5JrxdIwCcBOYMhD9M7+yWGIN8Njw2OhgYkH5Y0Ms0XTXAoISgJ6dCV1zyjq8wXpHj8DuE3E/dQiqUxWJME04yM1u1cZhGdggyphbB7CnEoOyIMNPMTfP+6JkIIMjsGtkfZhpjCE9pHANJuTvw4TJcWPc4TSPSupEsgmxESJkyv3WSde/K6qaDm4YJ9OV4DSTbJbKhQ8Af0CdRM7g6NBzYlfyHO+zSskewFDaalRiAjUVD1tTwlYiPxQH5RmTYi9kUjJlrczYOCmvYmk1HNA7GtiNOrH/9cL6/YV83cCaiDmxXy/EfRPIXkvPxeXb1U5BZHvDm2HZVHHE600IFBctnVufLYxwIyV75fHEQG5626xV2YCkeYbILSCCXeVO7pL8PjQRJ0Qrb/Jz2YmNn2J/rX0kpW2g20PnUsT6t/+B5//rf8Xvf/sbvn184DE6+s37cCdwjQuf3z6ATLzm5DNv8nl53hrdSlAm3bEFAriDfiafD6B1tMfF2C8T5v3bD8znjSfYeBrdz54oX5Xr6vh4PNDMsbT34vXiPVXi2xrp+u7KHwRauRu8q/sHp49I75x0dA0OD/jxRD7JNFveMcaFC5SDGZFDys5k9gxNoohiHCULXu8X8PGAxcJ1DZg19OuiPr5kmJlkQbaG7APjMXCNhteceL5ubHc15gI+BrpteCOIxNE7HzL3BGqsdv859s9N1OVP/QrEMsw5Kdt6vXANjq9fe6qhxwLmDGrXOGPzx8lruI8WrPV3XrVZSGfSpLY44omaACoQsFhnTEBQflMOqGufiJgw64c1SbYdGU+R+83KSLKTvQ/kvulzuDeQTXGETeHeCLZYCCDpZKIUiB6paWjKmZs1Fm9dOZRxIkhN/ytZBdzRUgMRzBS+1cCqCaBgXUH5tJ8z5SRL+WawFbhZkhVT3KizrcD/VKc9DeBkOW146DoKIBK44PKnSXOds9oH8oXkntkH/FqxgNYIUkoShMyzPkgfYPzeUedUqvlIkBYg2NGS4A5ZMBw7b6qBmjnseiC9Yd2J12vjOTey6sB2wdyYFywBSTUBSXKblcl462IhnXN3weziuhKwTrkRGy/lUzMyMZK8lHUv3JtgtyfzAK6njcgLsd7DQSITG2xQVPOhmpJe90rg3MnFAUTYuQ7YEntezfcQMFj7rBo7EMZHntSxrnGNxqRbBf2AWpMf6A5cK9AXwY7bE7954J8BvGLj8g+uh2bysAOnMWokeOud0v4E15oYLsrGKLvUs+TytVOvGWoscsrX0mkabBCAygbAnptT3JrDmsDdBLAWPe3MBbLfx/Ij1o0VbB6b5P0E/BzZBiOOGBtutPPw1t+N+//g9YdBlNhx0Jl6cOXA7I0oo/Uu2pYkMvqHJk30POGqSHjr6GPI6420GjRD5kIEKa9cyJyCYpueHGRK+/HBCKF9XknASaBrAxh6BTN5nLTGVWXhwAa6sRNOtAzKOkWtq/eCNLInwa5UmsX5kgN+Y0Q9wbY6bIwXFTSUKm/Sw1L/BuIwAID86RNSn6ugF/rbBACZ7SQTzYbEGYPFT9Hu8XNPSh4T68bUYcVxoYnqCobeYE2OqGwRMitUsZ+gI7eCG9JE32pobcOd10K2ADvCCI2a6pyyBDEPpH3id07R+kWz20Lka2Tb1vOJArhCPi5Burge11vjrL+ncdVb8pNoPzHJDJFNQYxb3AzYSeoel7sz+KaABZmXEWxh59OMRXxrgbYW7P7C/fvveP3trxifg4eyCou1NvD5gT4GXvfCjIT3PN6HnCBUa9nRAFwOSU8a7LrY2ZH28/OXX853zq8n7ueNvQNjNHYkAcw1AQfG4+IhueRNIiAp52KC4g0+1NE0R0D6Rkj6kDS+as2ZizpBVLeGoULxvhfu+8Z9XegZZJsMysHcuE/joNm8hy8DZvL3H8H9x2aPdKXu9MsZlFt5J7WQFD+WVR8fD8zXF/75j9/xtbaYJobreuDRg0BObFjruKwDe8mgOvEKJjG9N/iip8Uuze+f+JVLXZkT+9UNbx3W5W1xDewnmV108Af3dGuceiFRVOyA9UGta6RMZwf9sHIDKVaA1nXtyT4GWYianpGRWEVvbu9YS1hNCZ+9vXzSleg0ggYmBoopsSszOtETRT3m35/9XcLKSkwFnqxJvw6X6duBWU5h+GYWWIpmvAnsvF34ReM9aBAA/AQIFVAe9tN3/Ukeqj1lnV36KBZNfbZAkuJOxroxX8l7JHou484+NGmCGWT82FpoKDq7mB4VQMuU/eoE2VxPwUgd3nOe7g9Gpya5aPnrXfTopkJHLfd/yLRaFGiyI5QcRWoM9j4JciZjKP1hqiusI2qT0YAm4/UA8gFkdKTJgFSPN5Lm2JEgK2HzehsYH+r8r3zADeiPgbYcbS/Y7//E/es/MP/rv2B8+0a2I4B4vbDnJ/DtE+3awPOFHYa2EuFi1Swy7iqHGCBL0UZH7A57fAAy1nVzfP5N59wO/Pj6wv37F/YKrMfQBCM1NdwwPj+Zr90TcUs6AUPMm2fpbvDHRcNgp08UyVgusz16S/WuaRKdYJqjo8NwrcB8vjC/nsDjA30vtO2wayj2kxHmLU4eEUYw7F5Js9G+kZdkWvIy8dZIwR+D0+PGwBhd64Jd8sf3b5g/fuC3f/sVz7nRXy8aul8PXNdGKBbNRnNgrMl4lYm5N9AMbVCCFFvSo/bnjv7hHfP1hfn64gTBMbBU0HEaT8pzwFm0uHI9L1kJf/Z01+VnBWy4s4AxFTSBhGWjX+EZR0x/OshrzQD9LD0ljoqlDcTiZBckWSPWhgw0O4Als01DWmPnv6Q1kk/Y3mJ5VZOH06s6QgwNsinJeJNkqBpybjIDzbcZepWPTsYxAGQsTWhUXiaUm18jkJsmozxiOEaaOakYnzVgAqpPMgA0oeaSLRUrvrV3DSMA2UzeNJby2JL0R5K9wmaOX6XGyvMzUtdaTBzKg+KnZxu1x0EgKeo8d9ZuLTbHqafuU+UKGhXtVlzSklZUfsozonwKW++4VscLC/f9QjYa+loErgg0MwwxJyPZsE6L45MV66fSXnWDF/vDDXlqEghkYj2wQECtAfSeSjFSoOl5YjwZDD05F3IlTWMz6SlSsvjro2MMgWAm/8fklJyqEQmcsElAbywToCMSQJJ04D7ECuF/N+SpoVNNy0SyXkjA76kaWnUbgH5zrLGlYbrhd0v86174xw6M1vEYgSbPGpOEDwKds5XRs3MyVdXaxnWQKbDOyDCyKK9PAG6IaNCcIQFKuu/N6YeGYkgKtHUXGKgev1hu4Y21YzVcIA+VkltDMrJOLy6mPQIpN1Aeq64a+Y+8/jCIUuupwEuijAaPjQZ2Gaa6ibmDCdYiVRRgoVW6xJqgwtFYBEhKMw5vOE7N4EHrAGyMQ4li944Lv0FjroT0LYD0UyU3lKm8ZT5RWRLwZl6Y6NEnNInJkXGAGL4UctStOy7wEWisYPnglAxx/KvM44S/1QJxbyjpDe+vDHDrvpgoaSoqKV+C6L9x2DhctkrGFWBCiXBsfcFityjon8Q8EtDcbWsXGKr5WZ6JmtN9L0PeEzuBMQYn0zRDLJBma4C3YJ4ZRFurMG/NgEUK2tqLQQzyB4AOJnUbygvmTFnIVCcSh8l9TIayzH/4MybMIfQcQ6M2I+jFEmLSEHhjF9vNgW0cASaD2NLbJ2p8IkGDHQVWbY4uLrfpxJFUcXpTwFscz6C4n8g5YR/JblzSZdpFgRytY7jh3vTQdqNvhCkYp4Cn0QlahslVXIltBtfS9fjQ9Ac6g//244nXfeO3Z8qHgIXTAPCtD9IYkyNKCUThXTimzJINYqGAgI3WVyYL1Z2UZwDAUPfGGvf98C9MAH0nmrr1S2Z+7K+IrmmOmdTFP+9AxMajD3xrDY9Go9vtZLKFOT/P2bU1Z8IxYwPhpLb3gWidQMmPG/dr4G6O19yYFxlBj9bRO7th+7U4IWlOxNxoj6Lvu/b1Ru9/7kS6kojQgQMlzh6biahLWxyUYoWB5q/yyjlTCgSoJ9QJM0oAGSvXoelHctpKeT75NZT4iZkX3AANya6VtTdjL+SGbzoHzHnKbXmsqKt5zh8lwDz288TgA8U4/1cZ0xaFGeZkXO5A28V0cBrkBmN+rM2mgnpxrhhtaCdxE3YshmeBB3liPsc0E4gh+MeziczM+n19Tzdqk5FHOsQvIVZLsssLhEzwQG8jUWVNXmqcQkmJ0VwOPF+0EnkE+qAEJlKxX/dq17Uq9jP3E3Vub+x5E9TOeHvDmB1QC4p/BSIRoNpHZpoBmtgKnMm5eKFznXP6SHlklB1zYr1evB8CGbbAfB8EfHJtoC9YkFVxKNfgWo3kuN+9N5mZ1wXr7YA+25TcdTZ+MAZNCw3Iry/E6wX7/IY+Omwr9kcgA+iafDclD2Ls73CNCU11xtrFAiHNZJLO9ZJBJoZ//45voiabA/jtB+6vJ75+PGnUb4l4PTGCEozeOiJfaM3lxaI9jjwM34BAOcXbdFPKIPPtgMAk3vfeSWtHLLx++ydaAn1tNE3NWWvRI8VM48QZZ1dwCtr9Rcbqow98toZHl1GkcxpbeieA505GmbNptDan6zV3xPVAjEFflq9/EswZA/NxY308cI2OqxOISWgscxji9UTcE/5BJmhJUHxv9PE/pXj/T/faayKtwfsDbd/0uuoN2JPFc2tidjT0fjFWtc48xA1oF5BsrFoEp6mgQAiCHrkZ75tXfOeaimIRmyHXPPkWQUuHWmoAyMR10ffpEbJltRJvE1CoQx8LjoGwfYBaT2C0LsjBADVm6cXAvbFA48tmhpbrnbcWA900GVQskCzvLJn8M7Y3FbqJ9GAxbiXJV/tUflbpfvIymmSy4C9mtAWZPIeFaADgAudT9VYixW2xXp8NgVq6vTAWpIafQBf6m0Gsh2oGHHkIdJbUx26NoAZUlwS2C3ACaNMg8I0jm10/KpZpGxpDrilAion0hQG/t5XtN+9J6x2P0bDXxj0nAWg9v6t3WjdUrbPVYEbyeYBGoltgu1moeOaPnykvANLJYti3BmKAY3stDXtN7NjInALfeS8dAMZAzgU5W50zLVe8JbAlHy0Qv2Rida+RGtzBXOk0hZPARCSBJa57khXcgcPg0e/VmOi961xh3RgxkTHgc6PPjbY2diaePvB3vPCPe2J74KM57Qe8EUxvXdfc5GGppodp9XijD5DsNyjXhwaeOMFOT7E7eZYeVazTD7EYoQRPS1XBAJCRbOKV9+GebMZpRXOd0Kw8ks/sZzVJJiVm4jpp+tyb6d5a1+Sw//j1x08IY+eHQYl0pNikcMNqsoWfDZdh7w0VmnLTm2h9HLvEZLKMdwwBV4AgdfDQfyQVKWwXQo4siXBWq7i8RSoRtnPL9ZuJ9wPwyjHzfEXSyeOd4DlQPbLqJKYSdQdA2pV+F/kTOJPHEC93Hp2zAcfXYiORFiqS2d2pkcS1UUhx5bsjdQzkWXKwSlkVaDLI3MgDvAjAqQCr6y/2RKHfKKq2a+yrcRQdIG14BA2/zrUDJorZ1lhDMsCqKHpT0ewk+onYiyMZExwjpkS7/v6UqrrhduRUkubwIbH4EhjFg4ofEpb/biThzi23dIEnYtkgQx1dQzQeoA57d0d1Z1JyhQHw0As5R3sHBoE5sioCKxRITBTMQv3X0jhHOnG7S38ojaqPjsc1gMm1CXWkr4dpHGbyuajlEpuBnxMsJFEyafavC/3zGx7J59q+Eva68Xze9KGJRRZKv2Bnz1B6xklP3E4GGX0qITJvTO5VTLNLQern1mQmBzRlp2G3G+6Gx+PC9dHx6J3dbh1SBpOkgqOE92Lx/QHg47rw7dsnru/fkGb4sedPBYUByedWHgGxeTC5aKdzMbJ8PoYOExZhA4GHgwa3vdMfRpTbbuwwNFH8kRpDbYB10tb/zC8TowCKA1v7oDVOIdtwRGq0ZVBKAUCAhorj0U4s22lY1hA51Q3E21hv3vTEymTq0fxNx5XUpsbSs9o17Y8UaF9JQwrAeVOuTbEfjsNaAC+JazrKXJz+FOZab9pPFfuRKUf5d7w/GWkm/YI2O22x92loHAN1U4IbTKZaEwAC7m8e/Drw9e/Ul2BcMSWYFT/tAPXE8vcBtOpcSl1EjZEV3H4MRSlr4J4yCE2J5OSdtc65FYBGRhsNn4OG5c3LR+MN3lgctAq5FnOGDOQkdZ9yIQhAqTvIOFw0ZMQ+pufYm+sBTKZKyZROWnxkcEKAMzldc9I01PI0I1Kd7YzQ99CrkGn/6Vk1yj0tEzkD+/VCdoIZpfemKyoB2fCGMzbXjTIbxX5/XBjN0daGUQcNf1x4fPsAnvcB8rw39G8PJt9rAd1RuF1NNXszmhi/zRvs4wP9l19O7O+/P/H1fOH1+5Oxfy2Mzwf8uiohIulHk54Qwe9qZBDY3vQ0MZd5IPcn9j4d39ibkhkzxOisVToZl4/PhvH5wGP0MymjaPLmbJistbHmBu6JC4mPzw98/uU7rr/8gjTHWpI6kWLM+2CUBMEce7EIcCMjc91cV4/Pix4PYKHQc+NqhnF19OtC7w1Dip5uHMXuAs4zNDnJEj7akff+WV+xEns+OaXo8UCsm52qcSn/Cvj1ATPmEU1scxdrzPZUPKB04O3HB6AP1glOBgpgYvMlMhgfGNdql0pKcIqoVsg+rF+wkgtF0pfLnMwGB2JPsVUrZjIv6KGfk4k4WYs47MuaHMJJI5wEKF0zi16XJFHf62xWMWwBxcu9KXPJqmDIhIMLuHB97g4Ss80JRJneJynFSOW/ZO93Fd2mxE2fXQMJAgd12jtp/Kxawbrubah2KQDkp6PMJNVJoloEb3OjO2XbpSpybFHl6ucVk9SwjaprwGtoo0vyw7jusMMIjkjY5jOxc0kFuol9EXFqstE7Hlfix+vG3AG/bzGvA6MPpgeAJriSkdoLvN18EzJU2Bg4Z0tCIisDlj4zKQXaAFlWanRgJxnZIJMmzMRmoU8Kgsz5jC3PFMbwuQPmIiNYqKgPAU2yTfipxjlgUpKIEGrUoCXgDc0Zx8IdexaDp8701CTaQHhHw0/N9B2wudFu5hazdXz1wO87sdcLrXOiJbBhYejuaIg300s7tMaDe2sEmcqn8NSCHE0e2JrSpO9p0KILxGLNkTKvYnZDGakBAm8SVcCzwSXPpdh82KKebrgAHMnagp4pUO3YTaO0rZHtCJosd/1s/IQN/J+9/rgnShSViMXojtQ0lkqIOruGSNGy7M2OMEOVyCz4haxJpwebcCOKxLnd7HKGGUzUW1iZWgYEgJImFex2l27v+KkoEDQjDS4ld1Gq+AYnYG9UFHRhDiWC7k3Ge9ps2tJQl7RAjDMBQjljKCG3fHfyj+wjgWUpsIgFfZhjlas1/HQyUZ9Xn5Uim4hZsoOJcG9aDPkGSFIBqsYomlU3iYBWkYVD18TAIAS7qg7Bsq5ik0aMSjztPefbtZH21iiv08EyaYrfRdVeC6lFbqQ6cINbO0BQIUVvgKqy5TqgGpSRoVynt8amRlR3ogrsQiJlRqjucwEyewOtiU2j78Nb5yjpVeggc2l5CV6wM8BAZ4ddda7biXS/1sRrbawM9GwyfCVTaAbV7tEaE+YduFvi0RzNBwurGQKpguwgM8Rike9z84z0wHbKCMwb+jWQ8QmOokvknIg12UVx49hfBdhBNJA0ONaMTC4aTQMfvePxccF75wESMkkzurdj89DYa4O2bjwcMAY+WsPHt28Yg1r20iJWUWzbTuLiXdr0MWCfH6T9r8Ba7IweSVzSzLJtmie79KO3Ev8syVlruJyTgaxRtz+uBydFtIY2+gFTXD/v14B1x+veWOU2Dv/TJ9K5N8phPZKF196JXDdj5xDLDokUMwU/x37Rdynd4kHtEeyc7Ju0bsUquCMmGWY8J8AkoDV2qlQ57ygicrCLBHYmTTI9/sOCNgS+HZ8NmEBeFo0HG4ktySU7Ta01aN7iSTjKD0vUjn/352RLKPlGkiEJHEZZJFiAyPkeEUwciwlimtC1F3j6az8mUGPdXXFmB+8N3eztbYmS7NpsgQZMLPwALwAO0B17U1YnAOqMTsZP57PrzBHLLSdgSx2m2PBIYMrg3EWBNvkHBD8Lam7seR9A6UyqSHX1wPcrhumZ4lPn/eaztzRdHwtxjiTfBGnUrU7QzDgFnkPFTlbM1nXuHWidlHmayfGzwl1N7pAXHFlAre5zBDJrIhlrlneyGwJ3A/frJYP1LZZe5zdPgr3ojP0cJsBk2EdD753rQnnFFjMFVsB6IKbYXGowRdrxSRnxXTE2EPeLE27WRPv2geauCTfs7A3tz9SfwRztutAvgvvX90/46DSMFwMXxvWHF7us4WSpuiW/x+OBqzd8/PUXjMcD3rrWxhs4i50YMFzD4eODa+IasO/fgccDey4sjYIu9myGAEZX7HfmdbOAvqXpKK1jfOvsJop5Mh4fGGNQrnMNyoIGgfZ+DbgnMDru14295jv2+5879ofYWM2N07Y+PuWJljBnzp6LY3DbuI63DBBnqlmuDbQhbJVxjSasNKE0NWVUPwLg5LTYN6D9DhW1vsUmh7PRI2ZDaDADgoyIFLMNAGKTnWc+CM7qGj1l8K1WqQ0anTa4fAdZwDEAScbm/B1i99wv27ZqI30vkFUSe1GCo5xEkZd5WYGtdS9+zm+Pl4kd1l4BM9BZwMlvlPCQoaLBCaxmUYzJM6o8BB5FEIjeOresmsSSOgHnd3l9rEkiynhdjW7sN9tFTU3+JHhug4xzQMW1GOcBw7wpkyumDAD6K4EFr1WuDrIXoNh8Rs3X55mjtQG/eO7++HrhlVUHsZZrrREs9YZmTftZAJoBwxIrjIbosQuTQy5NGfOq4xjjHUFPRTV251yYxcTQuG7shRgDt23sGRhd7Z+g8fqcLwKKzsZidzYfzTdHcf/cANrFDEwpF/R8QUZR1bkzeSZ1g4Ze6JxCE1DgzJPkI5dOUDzuGzYD7TnRZmA7cPfEPZhHPXandFR1snuZ/xsQVJjE1sj6TnmPFeqnhhPMBSyBLFAjE8Xcjoy6qkTWzz8948SxAWH+Q/A007FzI6yxWZ7QGemSJID5hGkiz54IGHraYYB25XgmkgfEbL+jCAZ/7PXHQRR9ye7VkQrMjCOPMElYiCwxSXMVxaVPLtqaKxB5I2XMrAoZUbPFVmC2XKHH2HGCAk9dfOx3wuYVxLgTvBHNtGTXm0+BEZDdOOnG1EkMcAxW6vMjAiv8XDdBXYEOkmO8g059Pv4d4GIiyuT+6U4mr5vv+6bzAQXIBArfMy2t5q0mxnFRZmIhEPsNmnAOexwal1vj5q5RigbSsWKfYhiwY2ykskCgSwEZpBZaJFH9vZVcO3axQDLRpKzJ5HjinTR/dAi4z82/WwuRZN+gD9RR9S5I7HxudQ2rKEol16mf5TMIGhpvFgy0AQhsxPGp4Uz0t2Y+UhhzOtI2iiXUjGuWiLRQ6HSNxH17ePD7QFIsO88/zkbm/W8J+Nqknu+Ad4F6Dsy9qEv3krckNigr2iXLygK73odUaH3sNbGqo+zquOQ+z9R753PaA212tGinCIOCIVo7I8A68O/8Sbw7+hjoHxfsQRDlIjyPGte9xZgiyrMwk8AQppzdHw8Zvsr8L996X4fBW6L1GlfKZ0N39Q6zRlPi4GGcqClOib0WbrA4Hg3UOm/el8iNexFUghmydTzGwNUbR3+6ugMgol6FajhppGtt6lb3kjFWkCnwJ35Vd92boQXQs9YamV/Wk8Vua6Lh5mF7HBAXknC5un69qXPIEY4sYhmTKpEpHTkT7TJoY5LWAHZQZMhtjT9XyZ+7H3rxkXQ2I+Mi1L1Q7E8j+JchQDiB3JNG0mK2HHlP/sR4SK19gB1St/P5hzEHyOQ6jq0JGSjv2P+ejEPvoCMZ8rrvXRJQbp4AYFOAQxRI4OwoJAA3dHOEdRqBVwJq/bDbqig3xXaYmJxZNO98gzWRMNvIRbN3joFUQA61R1Imr8aEO2sSESDZzETeE7GDQLsYESeJOkkyFAuqawz+XLI7XYBWfUbOm997Tcb+kg6uhT0XUvlFupiKlqhpUi03UgcUwSJNcIi6Fn+DdcodzCCp61ZRo2Ildc4KkMEO2L2QTxrcOcYxEtzzxr7vw847hcxe2DKcrNhfrCrbPNdjb+z7Ps0Gk+QHosXDHD4u5jZrot832p4EJbX+acxHRl5SF3q8PxKAj4b2uNA+P2DfPuB9oEVgaGNmMZEjycK5JycgRCBfnMjin99k+MokXFd7wE03h10a5Sl2VGud8gRvyP2S9JcvNn4Se02uVTMMAxkza7NQFrslavR67xiPC2MM9MdF6Ylyye7ytTFDNMMKF3Az2ejpg/tx/MlBlNcP7mkAdibgUL4W95MF1fVgfNwT24aAAcVepVFlYmk5CaSqmZJqetXQh4j9rqa8I4OAcjV9GBb5v11xo3h1uabGFJO54MUYAZlwuW+ChGLVuh3MV53sQHCuPRq2wA6ZLLfOlVONAcnrLOMt1XD5Rxk/05qf/CU0Dr2pRjEU26LpIgTConwElYfjpzNFAHfo5+jT2I7EiWeR7kVl8wec+ulMcX1unTVmQLYDVGb9vgAOPiCBD0g1lVLAtGIfql6ubF6yJqN05khxBBDte0kezqul4IJMjJJ4WFStlwf8qJG9Z4pkb7hOHA4874V7b5pbXwM9E90bdt/oIPOMIbbDTEajmejh2MvPva2m6Db6mQQ2Igzug1M0k9Poug34nQS2F1nZ9IW0w5JScEfEwpoLz3viOb/wGRvAL/i8uupW1cPg2i2bDIfYrMFzMZUvuBu6GXY6c+VMrN4kdasajgBgqNkDH8qTi2dhaPfEuCmHWm3gvjrWANwb2gJgSQ9CMTV3bmQ0dPleujcBYgJFjVIfTomaZx27NdYpAs92OgFAEDirQs+r2UPDRZ7H8j/a5sz3shoulAKmmguoQXyQF6dAUHdHN8d1DTy6c8S55FI2CK5xCMrbgkRZ6H/4+sMgylpbSYAe3rgwIxD3jbUD5ptTbkTpCWuixMjDoRgiQWS1EoTWu6Qkft6fhujUZq0EAhsdDhfypTzxJCCtupaohLlYHdySJYOBVSeJXUOFZiVqpYdjp8qTY1Kr81IIesLkVRJITT/wAhyMi9JUURd92xXIC6Vl4f2mErvJrTvr9LCD0KoiR/mEqNUm4AOIJHpanVZ6TgQKBhDF4gAV5bRPKxHJbuowUeDcoLdMgUE0OeVs+EiI+prHiA+ZoiDqIIgN24GRRHuXyyA4SKvLCGmug4h9lIO0vh/w7michN4of9oQ3MXNUU7/h64OFgNrk02wgl2CmsyzAhp5RVpZ653dOJO+3WtjvwGlAFCjw0zPY+teFUhUNDFEHOdqbx0fo+Nz+Bkp7NK5ukCse20ydCJhruMrig3FA8Va/S6LfE7PmAgPdE2aIiLMwoXfk8abqzrgZscMkvRVJkJ9LdgQtti7GiFE2+8s6r/hav0AiV7UfXWO9+KaCYBaXoGXwxupf9ZQJm5NAX3m2+vGjdKN3gzWOU56BvgM92KnGUDQ8QjmpOrPHcjHAx/N0ZB43hMv0cwBR3fH58cDj4tGugU+8rhi4hTgfVuTMpW1Jta8sSLF8Gp/MJT+532tuU4B6O7oHx9YGYjnCxzB5Fg7aQBmhu1NjAyN99s6RLG0ttXdGRfSSFl2pwZ9LyjhIG2WhmDvzy7A042gzpHdQDHD/SS6ZXp99N+kgpyzoAJfjRk0M2Rj7N4a+41i8EFxK+TdlW8mYgEZQtB5sOv9rDqdrZJlOyABKt70dliMln5A2bpGOwwPO9mqA1gzf7ofFefJGopIFIJfI2uhDihfjFemYgIFjAqsIp1WSfBc9JxIwMPpyVWyGv0em4QO7AmsjZZsUEQzlFm6GycTpJesUrFf15Fe6bPiLArKqfsvN2DvvMa1RbOuFjb/mzKRxWfopAtvMDbRJoxy42gdQ1KQcI7jtgQcMmZXF7hkLKq2qEPf7ADzHoB/v+MURW10PB4DHw+x3UbX9w8gmHROmQsT0OI/IcARW6M43Qk0ux2fgH3TX8ZbIyW5qUhTcbElkVznvf3kLuzedkQf8NYxHgT/2kWT0BVsfiyxUi1NtHg1W7SWyPQJjpJP5UWSSEEsRo5S7uw6qqtInzjC4h5iUcHRRqNJtboYe26seyI0Bjow5U/hyOeNeW/k5wMfvcMzMV83O8KLo3F76/j4/g3XxweLPm+6tzRRrO5orI11L/m2TKznC2sHWict/X+uJ/mf72V9YP/2q0BSehBkBrINtOtDBU+oqBNwslNZcJA1nJCEC4B1SWSYMJMdUkyUYlWorK4cONlRP1VDBmD9FG1QTgk0sfjkm7jF6laO2/ql+MeinXCQzCp3oIl1FvLZomF+TelIlPG3uwvAwVtmDuBMszSgZq9ZsSchRiQU2p1jVSu+pRjwJF4RUiABpth3YvDDQE8SAgFM2CarCzOkmByQBKfiSzX3aOZpR2oEMK7kTzXHMcYNAkEAi1YT8BjFbixQxeSTlEF2cgTo3E4PlsrNPQmeRtBCNPeGw48c06zuE4DNKTQunwvm3vm+f2ZqwDF3f3w82KSNjefrhRgDG0DfrFtaa7jGhbg4FMJTcliX0ar/BAaIUXrYJrYxt8nMVSCGgSCB/llrYgcwmr+Zo8G6IEhvRCRV+78/v/CP337HeC3MBP7Lt2/45cMwQg1FBLzTG9S94q6I8VIqIBOQL2DPwE7dVw12fAqB3wABAABJREFUMxAsAvycj+V9WGe/R8LvhfacsLmxDXg58MOB2Ry5DNY/eJ8ac5hsNDFm41Mlq4H7U3uZuVpTrgSewVA9I6VChAFh9K0R488qDzHpRUKspN7VlFF1nVRv0Ky2DG23VCeGXcw07iwMc7SWGK1h9IF+dVb+5zMhwM9PLqkv9Ydef3w6TxV0AJ3Sk6YwLTVxJSF5jkpeCwaiJCgS6hZ3A0w6eD7YrYAnE1lv8OHIBSWtpe02oI+jhy/SIAPREdYI8cKhFqcAjUJzTShV0Xt1BOh6KhnHWcD14Lj01H2XflrDGFBTGqrLX1fYEm/qXnuDNTWKd4sNw6ykABSlxQJOim5eh7kJzHFwE3eoI6RkiXox3Y/qkir8nD9L/q5DRb8pGbb3Bku5SZufL8lrkWZ4gjKM0TgppZ4JUpN0VBycDV9FzyILhewOrpkMdTDrKtN+Ak9wEnzsN4iBVODfP1EXkwFrB019+ZzimB6t0CQNbUQABbBTLrOJrmt4E8+nmNLTk7oIeZlQt8nFcnwGTJIF05Nyx3hcaIM0t5BJ0twb96QBbNfeiZ86MuYhsygm/15LBMWiSE7S8UD2QIiJFZKAZWwm0XOfCRN1SHqSodW8IVtoQlYNf++q2xZskR3Vam+0htGbuqc8WGt/tq5kOnhwEEhpCnBKZKpbDsAl8dpJM+KdgW6JZQ1YSWNeo/luR6IbJUKRRiR6i+XTEogBDFKO7zVxr0X6ZiNtz1rnVAZ3Jusg2+U9kSSPd0WxJkJJ4NW5vo+y7k/6OsmsJawP2JpaG8Uu5D7erRKjPCD2VjFatfCZQNMaYk2yAk43vDORWZOJ3FwE6gaAcb1jiRiJZwocrxI1druA4gJBGcPFmDAIZHjrqhP57xJaNLJmirz4M5ica8vnxTTKM6R312ceKpuYgY2ML34urzsiEJsxtUZAxol3b8Ck4kiZm1fsV96CnmLF1ONxSacAFfhkh/Dbq4sHxf7eDoszAQY8cmJx5KkFzBwQis9y6XxtmrYF05mlRLd36ZY3RwzDxD5NFv415SkieO70Dra49llvpvinbJ5yowz5JLyTfUR1T1UsCECIW9K+JFC6ISmpOfLm2dEejG5rLY0zrYaHEtY5jw9cZsA7vyMkb7M6c4j8iUlLsBrN0b9/wh8Xu7C5kdYw98KcE4BMudWsARIWnPBQzyNCybikXltIW9w3v9t1cXqBCi9LQ67Avjf2a2I/73fsLyJup8+Hj468LgEfhuwyCpQsps5BMyPY3jsNz91FuaQ3l29Oots7YbGwgucIehMriSxQE0DmOsN3yIh+Blp75ykuabYp7m/neRnJc2eDDa7WgrG/CQS/b8x5i27OKTvWFftbwwHpZRrolRfKE2hLChqbHmmXZFX5J4/9aI5xfdCHbd2w9sFYuabYuckpl2Ce0pJT0Dixp7H4sQ7khptYXSrkEi6/Apl0OxuvBiNjIg0ZkjgaxNzwtx/VUlBiPYS9Nhkjkp6aijvzwF5VfDWyVSJoagrKLuFsavlytB4oRQIHPqjm0f+VKSgQR94Zkg4sTQvdlS/3TkPxTTYyg4sBttD8QoDsG1M9A+TxgOJpxL2vrlUlYygmdqTks4qTBV/5Tzk7p5CoNkpH2Rcg3q4PDn7HjIB5xz75qj5ThTPrFRd7XwBI5ekhcNn9sP2Q79y+wrk54ALjWLY543udRZancWDYYjM1SqwyBaJJ1gljEu+Ofj0w5sRKyma22Cn0DwHclhQPBO3Ybq66SrkJyFq0JsAoN2x1YDLm7uT5ugVIkLnU0NsAcmrPUE7kTY2WTMA46XHNG/fzxv3rr3j+/oUtBmEC+P64lDs5GjowLq5BeQnRlL3WAMH9LbaU1fragWwEvwp44w8TeOs6V5cY5DYX2s1zdDXH13A8vcDBhoaFqw98b11G/kBPqhLcO5rVVN06t9vJ809NmkRbsjmnPWkdEfSvcd/5zsVqfTo9f8pbZyORi43zkuxBAB6bQWTCr9eUPxPZlq3q1DOtSY0dF4MTfprsBCi5tznV6z9+/fHpPCF3Z3dNKhGLoXWhcUxqaRClAkXU/+rWsztOXVYlCgQfReff8UaHquvN/0k0UV4qJ2nkStK4wkQ0uerXz5zOnSQyKv5I+jDkLgqzYJjWNCJZ1wQoQdReB850HeuieyXNhjJJRutwFeCmXNiOrlq5BwEE0SL4XkDhrMz5RT8HCFwZUGY5EEgC4A22iHGaiMKLzued56d/H21xFvjCwn1ZdYt5zU1MAQfvqWf9VzlEy9SoB3JIz6gN4Aakyxx3Lv4T725F5EJLKDlXUibvASaMAm6EpG/pNwW9MfkunCW4qaoLlwmhlgsGUr7JkAgsFcmwxpHBY3BqQgB7LgYkd3gfOJMejAd9AbgWCWs/fX6xXOpe6ucK0Y7G6TPPtbFsYiXwfN3Y98Tj6niAXZT5vBX46mHpWWQVNfSVcCMr5OWcSpPZjuEgDYA3LJIDSUzBS2wAqCPuDk7ZANCRuNfCAs7+MOkK05tojSxBtzWkcRJCBqnW7PxTbpab2vRbMpzo9Rx4AJOB8F57GRtd6O9GYG96LWULDFuS2TTcO2gY25zfLYhoc9wdGWGIjZaBKzhmunvjBB+r1If3kyPZ/fybeyKOFOuoMxzwMdhFWPP/NDb+Z39V7IfVWGx1NETVDzPk1YE7DhUyA8hclAma2E0RsKZ9YiVjkDY6EuhFcxZg4NTxcqKH4l4VNaZ4CfmrtEY6dTE9Cm3ATxRYHZxFh02Bo8Sw8+xnZuVAacvf+tzgGdTpY8EkhqAl42Q7skgr0ET0cHbkVH9y5qGAcH4lSlTAA6CVAfNbG47UV1cgT+ehSNacKMhKZOreZJ0bP72Kxksggme5q9PqziLTlwBmJ1hZcij+nnwpwP2b10DTSEaaOxtj/0rkvRCvmyCDAdYb/PViHNhx4jzhd60dAS5sNuiMAYFPBOiv4ALTFs1XQ91mDkbYQCj2K+ncO4+prZmhRaJ/fmA8LlgE9pMeGOEN3i7RkDf9RmIpuYI65W9zRgIdecAeQ62pUOxyrEi8dLbsvPH88cR+vvD4uPgc18b8+uL+qrZeFVR640iev80MQ6OCb7Fk6Zei8a2x6N1iTDgtgVzBaUUM+qSJXxc66CE35ySLsGQFTh+g9H68wzjpwQExCmH7HfuNsR97Yy2yA3ckrkcoIWUMDhWkqdwRa1PS2+j9MpdMbvvGMD3L1nFLXslapaEHu/3e7IBYFft7JMajo/UGXDTFPcaEKoQZ9xuZmEisGScHJPMm0ZrBHw+yFeb9/1Xs/P/713ph7xvz9YKND9h+kpHQP5G5BYQQLPYE14fiCUpCvW6Yy1thU65TORxQzPKGFAiSXoFSNQQqpgN7LSDkL5RbORIXjIv1UlO94I0Fe3JvlxktWStxZDAJOwAqU07GwbfX3YZthw8CEyTp+ck5Tz5aTDQ1DaLuA8jug4pq5iEDgIlxzVhnoemdSNDDUWySU3BWU5Eef+zoL+FI9j43YQQCYEdRYgLDqXiNU/Qeg/XyMtTVWrAJjKbm5l5wlKnnuwldo2QtKe1AsYwi2eRDcNqOpCAJvJkRVuc9wd3yY8w0guANSAx0T3iud3FtBJYyjINACkQH0PpAn5tNcAuqF5QHrG2nadDB6yk/HJ5D73O66hgLh9lCaw0P6MwPfScnCExwkA1zk6TkTNEzTYoJyFMwYfPG435i5hdec+Ff74Xn3vjrx4XvfeBqDX10Ppc+0JxryKDbi7dca68JacTeQERQpmreTz5UTa00Au25E/a84V83fAW2AV+e+A3yNlQDM0fjVJ7eTz6d7jL41mpzssdCDOKQ750Z0C1OLrK3wHkDmSeHDcSpWDTcBUIGzqdJLTALEFizAtGrWWZskWxOhd1q0BbDhJ6LAlbVsIKJFQdwok8CtueZnrjrL/f6QyHyjzNRYiGi6XAHyNPJ43sBa8cExwRS8I9ZvjjoyJx7YwltpvFboWv81vwiTAxr0syhMmXWkheKaudGDdjpdlR3zJK0oSrazGgAFCjki4kgUsyJzeQg9Vk4jhTCYw6tj3+zkvTXtdiN7O7qYgKl766gF0kRypGFRAqpfH8W3iFQCLe+bUjKAoJF0Bbi+GQlcQdxzJNQ5l44rs7qr2XQxyCifFcArMWuv3eiwWYIx6FLQd+hoQpXggk1DWnZ0g3iZm0K2DlfwD15HRFiihRrw2hWVodEFOtF9wxvwyxDIc8QjTjflLoMyUpw7m2kpBkpfWlQ3hMK+KMZPq6Bj8clh2kd6LU+qxgQ8EO8W/T+Qi3LhCegiUMy/+PN0QjnhnlPvL5eyKT/SCSwXy/EXmhx4aM13ss1EepitEZD1MBPWsZIdC3G5WWWtAHfCqw4RRp+Bg2Qx8OmUNZIGsmOD6H7T0PcSqaTazyzAJyfpvcoYDTSVQim6B5vkKq+ktK/lQSgyMQqfXElJfocA5aSfZ5pG701eHDkaGRo/CEzgVybB7M1bAVUC2Cuje6gEeLVgdapjwQP75q+lJbYaPLyAR5Oj4cEryPBRGp0x70a1k7MRTPeP/Mr9oRHUem4BwEliWsBxsSRIDjjh+mgBHRc5KJ31pbcszowe7/PCk3+YGdAUkrFe3nNa88n92IUBfcNutKzSJ8bb0+WhJ2zyXSI5iJlFzIXgxW4YCqYK6zluzBolAEsFbD7nsi52E0fXUACzveGEtYDtIpN48UEPJtWNHUkRw07CDhBNOvUOyrpDzGmSNqrYjIPiLLXOoyJAiRQRTepdecc9aApXEq6Fjrw3h4lNLVu7rJC4XfC3MdUGooxrq5yvl7A83XOICZSBGS9Yr8KASxOB7KsFF7dKzFV4JKmajxkBbz3GGkVa0feuRnLjAU6RxTz+Y5r4PE58PjLd9h4YE+xcSIQa2G5k20otmmaURyQ/O/gcax7lwKwKVPjEStQHx1zLjx//FC3jf4j+/lErBttf+KhdZevG2sSJPDe0FKxn4cPGimbgBuW/CkitJf8DbDlif0qALhSyGqkRpqxrzXY5ycT7B/Aft00ZmfXS7Ff63anWJIdHWJWmYwSBVZu4DAR12Tsh9+gJGLD7ecRrwKZHBTlZspvjWvQY8O2zMt1/iJBVlrvxyiw8r456XVwfQyMR0eOoTyA5xZzUxZrO+l71ZNdSuY8/LkEu7RtNMyUHOpeMkv8877a+AabGxgAYmE8PjEeH8y/xUqK9YRjwK4HwVIxSsiqS8AHAin2gYBcFXtwsR/2gntH7gk3jhpPf3s3of5dazvfHWtX7N/aD2kNmfudT1aMTeZlnC7VVCNseK1rCHwHpakmQ3mDITp43gAnTpkA5R3MDV0Sh6Zc2xoQqYlPugQDm0YuSVJ53PHP47AO3lx7F8Dv+gydT2A+xwvknnhLrQtsAU7XgQgDACCN4HlJIcnAqPqGMI83B7wYcgJHDEAZx1cxLlT/GPym3kN+NBmSIelsZfQSm1vhH6oXjyQ+FdeU466kX5KJKW51/iFPb5kXR/lguy7M5xeQhlGTZZIN79dauNfENS5cw9FVuxQznR1tufDpvOJapJ9hMf9XcNocuwzM4WeK1dAIgKSVjYPqyL2BPfHRG67rQqyJZ9x4/vor/nVt/P2X7/j2MfDL48Iv1wO/fAKPTIzWjwFy9USoCmC+EMZK0SVZZE7AvxfW8z7LI8lKWRv+2mgavnE34Kt1LHs3GbcDln6m89B2jrFXWwv0ACOIafH2a6l1kb0m7pKpT2+krkaR2OqbDVNuED9rGDCNoAZB/D1Vb9DW4YyhNjtqEETAgmeC69rcjCayxvsQuk4CZiEvOeaOO0rZgELf/sPXHz4hdqTkDtBCzzOtBGZKJPahD1VBmTUeSgdlGZ1uMH+NXV4bvDHb7HR6GojeRQRp/P5T19IIwgDqRALsnKv7Y67iDAwWJ4EGENhEvlO+JpmIzUTldPOSjJOSdVBtUfQxSRY0334Yv6/n5g9Ks+26D4Y3QGTQ+/tp2qJMQ7n+dA0ne1BXMLUxfuq0OtRFAY4fRoEQqYRdaSsSW1M11KHTPRGBHBYN0QGT+WAo2U/UveZ9LZVwawaP93M74I/WglXRKwBlQf42aykIOKm1qA1Gg8njQcMTR8glNf47ipLOE4nAh8AXBZQdgbk31pakJzVWbCeAQHMGhN4ZbMvAVLtGB+16j2n9qdDhwZSiZQpM2xxhvNc6G8+Cj23GxG+/f6F9/IAlcI2LrtDYWLEwn4HXNdB1z56vGxGGZkR/I4LUb3M8nIZ5nBLE65iLutFEUa91vBoByKjDqgKv9LohKvUG/YqOFjZkwtv8TFRoRkd6utITgZ66Wwa69hPqk2RDgQwqSvYeWBmw3EwuqkjVdyjHdYcKq2YI47SdtZPgRkK0X+h5Nv58a+iW6AjKL8YQOChmWi6gNxZ4Ski89nACt8DbrQK7e0f35Peb+xRkHX9uEIXG0jRMU/bLWKf1kHtix9J+VDxS0X4SNSOfKUXNDsV+k6QzRbst/w5aQDC+LXO0XftcwEIQiEZ5QbgjmtMIHErQBKBExQwDfBUurP0MHECeIfPtz+QGSnhUzCo/IHixGOubEjDbqWRgnPuW1QFIgs5SiPN7/HRAn/3pOExEfsc8iWUZtlcLhcwYxsstJsYx+jv3XM8j88SpqORZTAaHscsUCRsCxqTPZwfMkNH4GTqbey999ea0Hn7bA3ZYFb3zVgFBb6Z93weotK7npO4wL1aF1+aoQmeAEWD07jhaDa/IPCNIScKjv8U6o4BZ4MTiWqmJXO16oH1+AkbQyAr8S8asnJUh5hltz5zA394nTbF/yrcjglHYmJTN/cSPf/6G9v13eBou+Yq0WFh7Yf3+A/eD58GeN17PF/E8L8PXjfm62dHzLvmVutRIrNfrmB863qzFSkAr9gs11Ehmyl93pmIeFMiN/jIZMtnjWHt3SmCa8/ejaQy5ZHMuX4Ssdvfa7N5FIFbH3g/Fjton75hScgBorzblA4k85/euppVyoNgbey8YaEDbrIwNDbge/HyxEjMXcA0g4nigHElfEnhn4c3cj9PoOiaA+zX5bGOjx5879kcuJBqwnpRpxyLw0BpzTk/6JjRH7MlnmMpzp4oeMcDSB8oolvKeYoXg5GHWBpl6GZCJDotmJI4PVVL2BghIYUIKbwIL93533pUzJp3HJcPj2UT/gwsFVBMHVYNPBp1kiWyahsozLgvldieQoCKxZDlpb6YLvV0giTnrBZP3ha+l2FwbUcWuYvYbQSxI1bj3UHKKhiP3LzRCDWT+Wh45mpnqj0a3FogBE+C+iiw6O5vKi1UtBNFrcEeBmsnP0VkD+XYk8kzE5CNWbqd6jgNHCrBITmc0nPesgQVwMhXJsGk0+UXAfKAMzcvsPtVMYTGNE7e8a6JYBjoaxmi4QFb4isS9NjYWrs4Jj8d2IenrZmlvr8WkesF7071IsjWt8puGNgLbBu57Ie4bTWbmaMZGpbG58+gdYzS0X77Bf/snnnPj169/4Lf5xPO33/Dj+3f8+vmBz48H/uu88dfP7/h2DTxaQ3fKEGtaZIKfrwBKSZwBnmSSNE3PYlFQDGE+Q58T7fWCvRaWG57d8Ts2tjNLLl8s75wiRFpJf581em6xg/HYacUxNBUv0RCgx49J0uNiru0sphVODdAKmLRam2XKLCwh95GS2g7VCY014dxozTie2A3Rmcvx/Cqzcub5QDWUE2VHYN4AGdWeyZFQDfoHXn8cRNmB1rYMMXEeXm959lWNVbQu5/PYyCNaL6PQMvlM7FnTFxjQ9iIC3JPaKpyk2Yky57u7GZIFcHMReebYLVfXKo6nySkSdda3Td+FKuCy0CwVnMezJIHXQc3LMOc9nqwBcuDOw5o5xWGBD7BDF8XpjPDHdoCa0iy0sNBwgKZS+b4/QjWL/sgf0EY6oEccVHrXdASrIjpPkVyjEyuRJnAlk7zQtec7XgJieEjP3JqKHW0VIrkyuC1qnRI+N2k3D/UahUjBMPDzOGodI1pxRAVLG8/7TQ1gqOgihRFAmiQ7qS5dnukQVdCl5pL3PjCao5c0DXZGGO/kHPQmcIYRqZJ7qLsOAReBpQ7k2gtbUyeGKGYFrPz+4wfa458YzfBojtEHwb6kjvv5+xPX1VmUzRvhhnV17C4j1EWkPAZlc14eQHp+ZLwa56hLQnaqsiQbhF0Qdfq6TLVUmJkONgLU3GPWaPjs7mj9bYjb3AUchYCYxDzRVKCdvE9C+nLcSxI9/i5/WiBOMBlovKmgFtR0jk/kWqSJeiIa2WkIJR1i67jGc3LCCu8DR8LR3K0pSNNbRlOHXEyEzQyjBdB7g3VJIzRh5uwh/6NR8j/nK+YCWqOmFQIN3CnicGCJ2ZN7wzrHWh6zOiWxJU0JjRGMOQUogP4ocyPnjRZxDj0TG47O8zg+V1GJk54tc7KQdG8jLY4B+VvfWAF6H3NMxmHRU8WodEB03cQtZhvBaLLwXMZxzfJMX1gFboQ+jwcV+0/VIQHO3iyGQRoobwveA16w8btUAh1iSZZhIFt6ik/53me5UVM03sAVixNknIQhFPOL0Remjo11sGDN401Vk7RoICqtezN2LuVvxkl3dZ4wAUqBpucs1Yj1jKS0RAW9G4shq05StSZN5oWKLUX5Tm9ATOmqFXfcxDYN/ntvYFJ+l26a4LPg10B7DILnj4sxGJoFYcw7OHox31LkVpJOMask+coMbIFSa07E5MjOLpO0XBvxmvj6xz/hn98wesPVDL0PoHVEbtzPF57//B3XdfGevF7YzbE/HtiDU+vyvmmgNway2WFdZSTHaL5uNmt6jYB8n50oYDF0Fl8DPjrE44C7IVx0/x08f5DwMRj7m9MMVz5Y5YUV5R9VAE3tseB+cOf3X3MBXy+u3U9TosoTvrrglnlMc6PiiZ5XzvvkWKSPQ82uAFrSiLZ1AblG26EyM1yLvigq9jao5fdOo/MEgMmCo2WiX5R+AibppqaO6Tz7M788DB5T+SzNolu/WOyMgb1uRCxsb+j9Up5ElkQbD2QGXJ1eSnkaGyKtI2Oi9UvAtUadpxgJ5Yk0BgGwOVlctfH2yyjpiBpwADjx8zTVyD61ZKziNEeBzfIMgXxNvKQBnpzSKGZdieoZkxTD4yd2gf7fDjICMjjNrybNpeqPFAOgJHKIOE2tkrv9f9j7wy5Jjh1ZDDTAPSKryTvzdHb//x/cs7t6M2R3VUY4gP1gBo+6ko4un1ZfNFTO4fCyuiszMsIdDhjMDNWHAvpsU86j+sRVjBq+eZEpZ0nVF+V9PJQaV0BL5ikZ5L41p7dQpaDManllB329DxiBu3Bxc9iAck+xd3W+UnGwCLY2sA8VwXugxsPMZG7lD5O6G7duW9bvUA6rBqf70Oewthn73mGb+k68gCz8ijeuAHz2eGrHWcAIsscrbqyklGzKNw8NMlliuEgKBcDlx4PS+qW02YYBNjlFNhLTFKsaz1K+Yk7bhTEH5o8f+OGF1zBcv37h/Low18KfAO43kEi8Y+H/lYk/78R/+3jh314nfpwnQZi2tQjAoCaUcV0PCFRzx2oAC8rNAYKS9wW7bozFKaZvN/z0QkzH9Alz0FcMgZlOU/Fd93LvlFgeQ/YA/XxtHjLkBmxhs4GB2meAF9kiz0CV3DeLk3bFbtS53Cxj1rn0WYuVaKsQA+iftHdL238AE83wFXiq/CrNdj5kybVvOjfbU6mNsv/V669zFTN5cGtBb7PBXinrMcjxKE1reQJVKTCwAFQhVmAhqg4XGRGJdMes/mKtmTYlN/RGcAh5A2MONW3f0C19VheWjTAbIMq37QBW1Wiuxv46p88gEzMYfLugnwlquwE5VxvMiUZ6CrHsjg0akKhGCLaREQGKehgOhh2YC1BAVkKraMRF/Giyd1ex5FHSqyiZVPfPshbQVN3ohL4XlK5RjB0ITGpzQe7JpvuFtH8aIWiAiL10F9efI0NgDA+tlaTd3hk0owM4rUabc1PpdPntU2AFxJ26Nw2EsQPcPgUFR2QghICH0H3S6XinO99zGzTHa+p6Aqgl9r0See1KjlwVup5aU0PO3kMrKsFk+ubabxOjgjrZmfj8/MT/p0jDDhh+zw8cmkhVa2HhC6NommlViOuN++vAPBiMkAs+JqbJn17PZIzB6RdswcIn72f3NLi+2CWxfBJnFA+QAADnmF9OOACuAlYugUt8FxacAwngqoKlgjJKlGstOmMiDGdHr2tXU9f7vgyYAz3S1VaQReJjU+6OOXCoKx1ReINssGMecOdY54AKRhybkmegLt/FWlrrxnJDuIqgCBxmGPMgLdSAUbbBkdsMVfTUsDJNFOK9Xhnw/HtTuls2Aef48loNMDqncdy3dOAEDRgcpcFWbGFsJeBBhhKfZ5or6QQ8Eu4lRqN1BqJElh1+U4ew8ua5TbMDeZ60bEWJqv5fU0+3MaES36a4OqCCM0VPlTS1FFdWwCzhJS8FAYW8OY4RoekOBFl2bO/9IQSW0n0e8yl5CC+l/lexP3cDgvePZ1buM4zeEtQ2p0xX4Z2IElCiOSCUDdcGB62T9WwGBoFuU7LTZ4pby58MyEAuwES1b4ozt6PYe2ao+yZYKaA2InHfC/eKbTrsri7vILNjG+camLX2PQqNn+8EJ5Y8UXSGmmuEvcCk60LpHKtjPlRvA03Njwn7OMVYg3T+XAEViZyU/tkgqF5FQN4aIBCoAGd2nfeNfL9Ra8EPTYFR4u/rxuf/9z9wF+NiAPj99YFjaKzrWohfvzgprqfufH3i+vUT43USjMiAT9MUKsV6I+DrQ5ONBFy6Nc9Ja08mgxbB56HEMCRZhg+O+T0OjCq8FfuBLnB0BjpNu+8smGk/G8/olvWZijy+Jz0tMpKd9nthmdE3TXJru9eemEEmo4z/DgKwsZ7caZ4nLANx39oziTaU5oeXRoDrbLk69jtuFI518+w/XxiHjBuhNV3AwkCWQPwiIOXGJtQdAVtPbvJ3fNkYmMcPBBx2f8HnIVky95xID4rrQUNfFOw41CWM3XTCMYF1qZgC7HhpClWDw4AfQ4BvG+0bYM1CHMrnFSkjng67zguGfJ1P7XMl4DIVg61oij6Og/FWNgTDyVihN17LRAEUQThWrV1YEVS3/XmcXGSWNN4s5h4NpKwUm75SuTE0Oh6UW6PZJ83M0e+LydL5lsubKOphJmMDOgQAqqcbYcgqo9gEEZswxSLse74LXHRzjUVweZv6Fn1vwGeB1HTHKnkxqckI+gkNsKYKnSvM3O2fzx0wv7fMp56kTIE1juJ2jSH2SsiPqXNZMTOVKzhavkGg43VOejQt5tl5zN34OcXkiGJt0lqB/Z0kJVLFwWYCTD4epWl99B3JWGLNEPizwbgNAQ0lhYMXmzU4TqkXCh+ZOCJ3Y+E8T8Tv/86GgDuu6407Cv/9Dlwr8W8r8I/XgY964WyAr9QurJQsbaiuDm0BGnTbNs4s2J3wdwL3jWWOz2G4D8frNTCOiSsC95uNiHkMsgS7Qav1XikJmYHMRdlV7IEdgOjES403wJOyYB+2JfINULUUrpLT9QL1MIwUa1ZxumplsnY0R0mKNsZQk4PPExWY88SYE9thzoA9uVDNvBLw2A3grvu81JD5C6+/XB345vAkRvEwTWnvAjIOMyFj6CRShy2UHCqRi2DyN5CYw+UrwsN9jIfG83TUoYWMh7ZqtgPnnrv+7XoL2qQAenZ5U9/Muh/Dp0iGiRgPSpxaZ8mF4BguaYzJF0QbjYGBjtdl0bBJ3yoFpf4BkwPGyr5e29r7Hr/Ggj4fOrqKeTcWyuXPqErfEBF1mQFsAGQbqSYBEEAFyn6gLdfRiNJa7N7ANFa2gKH7DXAqhRlW2n4GJkZMRmItzirPdes6+ffY2U3EvVBxw+ZJWuEcfUb900MzARqdkDLJZ8CE1l5pffDaajOTok1NUZSHVaCSplRjNOOG9zdqwd0w20VeG20IBU8xoAjVkPLr3malHAcaEepiy5hRMrHhwAlu/vvXL/xpg5T/f0v89vHid4rAwIWl9bsqcb8X7jIs0LcFvd5vdmToJ0BEG/i2twR1ORJTe2OoYCx7AgjMkEusotNh54npBjsGxttwLX52Chhpg6jhhgke+JGhKVW9f1gYnWPg4+PE7cB1L9yxNAXKqAc1EwBZ2KOtJK065KRtYunkkmzMB9K4fpY51kqgFmoGZhWlNiYzqHZEF9Mkr8Q4GVwdjaZrXK4c4KsAR+BO+VS4A5PmhLHE9oq/dyLNDo+pixCg7LEkL2mmmFBPxXz0AWWMzJWafqHpH1OgY6xEvG/6cDi12htNIEqLdNtAB5uURmZSAY+w+vtLaZvirhvwOL7b9mCp0tmgA917ZBiwQRlrlhSKjKrh+2cAxwSmJs7s86JpoFkbrO+rsipJP3XPqmCjzzNsUKKiJJHlGjQ31Bg6exT193mh0cQbQM7te4U+R4pgZiegBMsTKMW468aYTAT5Pqn3pb7bllxpnDRmNxPoAtRaiOtm3L3e0iAzPkVSQppfF+p6w88XDeqOg8CO8fwi4F4bIII9tPsC2Ugo0uErjRKkKt3uVKN77THblC8V8roIfgwaipoKA4ubydwcYLuSjMgxDDbouRT3zU46xOI7DvT0tWjAPjoxdNg8SOkfjgOFvC/c//0/8NP4GfY//Ts+Pj42KOAAQol7ZuK+3ljgBLLX6+TaqMS4b4F/ZAb6KW8DlqbbH8yzyLRwxz3EMtRabYAn7yAg+vqA/3gx9p+8P/d94zb5VjmBsk4shwrSXC0JEzhf9Bc55sTrxwcWCtd1YK2F0shou28xDdW8muo6jolxTBz6t0nCmppyMSY9I+IKLHcylyuB88AsYApsC9G/ffK7Fgz5vjHFUPBThupioHVOyCl7ZJOaxtmPIzCPiVxae/nXEun/ui9mF2O9mRMnPYDCxwbbmIrUzimlYyfjrCVbMOS6Yc61a5rkBoEuyJKJKZh9iJXNI8AflmuPTjRHFY3mW27CGMycgpfeQIEK+TJOEHKd9cIQXA0yjjRu2QPZBgXTtYiJCOz8D6U/8wlHKMUXa3z4jmdZhWkaD+2cZrJApjuaMahDz1UU8uf0bEN1pi75TWrC5H3DnT5cBOE54YYeLYFuQLvT5wM2lM8q9gtEIXjD0dD0R1GdVD2JiJCCq1FFD6lSo60lUmJH8G8Ck40qF4P9ESQ8LACoIYAoSYVUm4jK0ebtu/WsvCPMnpHzkme1T18Uz2ObHGcL1G44ryzYoDnucAm8VyjXBdofBsD+Tl14WktVtSfMKWtFHYAFsDiRKbxgx7mBvDZHr6l+D0ogGHn8s4CPH78j58Dx4zfU6we9awz4WoHPi3XV9fkL/7EORH2QxT2P3exj/TN2nfvsB+bfd5Hx65Xw+4Z/vYGvL0Ql3g58+YCfA6/XD+Z1izLcMRlTbQzFVe49DoORUuCY6Hk2gCnn6VoDGKM9ZgTyuQDWDUByq7pixoIj0QQAgmdQLZZxA+tmDpSGRGJM7ZmiVYPpTasmCj0BN+gX488ELGIUIgq0xLuUUwyOYbf8P9tYtoht+kbqHGyoLLQJmEEbjLeFhb2o0ilwYo+jFXrJJNfx4uxjtPtx07e7c8eEq7S5qJ2lXhjbr2Fvyt7Q/g3QgGQb36CWBkVgQJjrO2B3KM0ds2hyuICdKD/vYwKRBCjpe80S0qzv92Aj1h+8r8K+XR8Ld2wtlrnQ39YHW4n2Xb321CkkEkefAFGXSICTj4iMT/W/XYDNQ4WCCk08Bw7E5sniCMhMyScgPTP2s6rUZBiQumlBAywvdseyO4gCbDbaDsDNEZ3QQ++tA6SnKKV+1iT3VPECGSGuLDQYXBBduMSMaW6dXJ5h2A1zVHAagzmNYrOlXb5BP1I3bRf4XKO8BvqusDt8iOUA0wFjAI6JafSewnojf/6JdUxqJGEscNw4AcAMcSeurzfu903Dst8+OGlmTCwVUGOQsizLL4Fy4p9MOpaX2FQG2+gsnep5QLYnT40BKxamx5yY02Fvh62UQ7Xp0HQBOHxebdY5TF3RnWwbrA4cx4GPW5MaKmXol8+zNNdaEzA4j31IVRdd+j5mhbp1eC52vBGGmguZhaU1MyvBEQ6MA8MNYzjmKVmUinQowXE3bO0udwraXIpjMikxoWntEzP+ji92wACg5AR/IGMp9scuzptab9byymZ0MI60vhipCQcg6DUk32mTvkrpfs0BY3ypctQ0MsiqdpIzhg76jtnfI7xAQLTRnhGwZm7OpN+6aOwugKZ+GAhCZi3kIBPLBGCU9+exU0iZNs2rZx06h7qrIFaDMCaYiaXxv7xGpT86H12sqOiuYTVwo+kXDaK7AXMg75S3h5L3ZiM0eCUQpZsP3bkCjGc6sGVHpeS4qrDum2Nsh5L7ZKchDWSKZJENgaQhdMiosSStvC7UdRH88KHkUrF/SFIj5gvPlZYZAqVCi6AONsuuM4w0R+QtQJf5SRv4ps6ANlPsZ9FMWOQCjhdp2baAlRwZ7EN/nmgfMj8OAj8AUlr5kIzHDJg/PjAOeSsk1wNeL0zTI/v6hfqPwdivwgURqDG2T8y6F66fn7DPi/H9H7/hOA6MeeA+vvZoXvp8KfbrfALAgs9sd/YaHDQUr33Oh/XpYOVrgGXh6Cl1n1/AvXYDywcTaBsyDHYn6zKSBuNz7oYSR1gfOF4nzq83zdbj0bSX8r+ePMU17vDjpCzObDNJE4AdjAl1vfk8G/wBkMctbxdsryGcrvjfHi4H5seBzU5QHuaT52iFRGvmLILkwNh+Cnl9oa6lZsXf9zWco8yrfocHGVc2DprE6u/QLwTMt+YkuOVOkBEmvDk5yfO+gaki2gdwy7vJH9q9OLdo+WKpmy3et+qH2nGQdQBrkodtLelpMC8wFIY9U8JMALyZAS/bOfXO/00TPMQkgQWQAiazGJuM4K/vEa8GbDGkSV5BVl6PEkcz2yz3CPjnbJD0VSAR6ltnv/8b4PfMhWFD7M3cuSkAdtHlSaERN7yiit18fRjL/a01xKIbEgIBvC3dVSf1cAaeDypkklJPSxnNWkFCPJ6jk0k3c2o2QedwgVzOI22FmAxqzJdh7AZIbrsFnmc6/5rZo/yhUnminv+YEyvYzMvFBtkUyFZO+WoPAnGB1KqCNksBpvXQawE6Q6D14zSbZTOZDPMbYsN2QcLbTyaMg1NZwby1XvSNGr//hvP3f2Ccp4Z7DLyuG7+twKpApGFl4evnL6wEfj8Kvx+G1zwYo8TQC4N2SrNPFxwOSw74yM8b4+tGFfA24NcYWOfAeX5gzol70QuqADaNjWAEJPl3gXNck4OeQPPZm2VPbgeo/tSecqTOiQBKeVyR/VdwBBLrurHui3KeDOZaem9v0Ex7y8dkfBqGechbsgS5BU1+e4pWNmnBGzSUjLgfj/IumKZE4TFN/levvwyiVAH3WlgDqGWkk91MzqIAr2CRvdFIsJNfPYGHtKrOw3uMYZY6KSXa9jCZ9rE4JaMBLHD6YrI7nDLGa6DlGxhB1O/5ndKX6AfyaPRUXIt50eSuAkgpA7syexSYPr9htNKmzeCIPU54q/15sBKCbft9oQTbgWeTQgc4WBCyu8kkZPUD/hZUe5kauDmzlNQs0riqJlA3zLn5TEEASm5JhRy7eTo0yiyidteStOUl4MVxnhMmx+7tNxPsqnECDNj58eIzNh4sXpDUgugy6dxtisVCP78fjlVCHlhYMMnns2tdK7vcHF/cxVkV6cMl9ggA6hdLM82dz2AXUuqM+QbmYh8nvJzcS4v3ioVEQkn6oi7e3ak3bX+cbBMx6eCNCeusgAXHUZL1QFDhvsngudeN+34z6EXC1mKQPac6y4XXcUJ0qW8dkc7Lu3NbfS4i4XtFm8AqdldJa/QMxBiwQY38jMKVF5BcJ3cVKc2DrvbTxUqZkjUpcbfuLDpHD9Z5YNw3VqUmgjiTpmq/IRVuRhCSBp7c0+teWCsITGbiTpoNhjx9TB0vz8QBpkuRYil82/81XCuIjJVzEByBkcqZyfWUHReqxCQYMtZduNeN92wK79/zVQnc1411fOtEN+tM3dwxXHRb0ZAFilSqCL7vzcxoGSSnnAxsj6Th9CrQVBl3kDqbKgoLG+yoTNGpDRzzix0PW7vLEL0hgQfD7cQxi1PIFuO4jg/ul2pQxb+xAvW7AgQrg0XltQgeH5Avi95Pyf0wbcYGSWDKAXV2CRQCOHa2fDL22xPb/qnx4ExKnbQ5Xma135aLAXjxK4qiDRnhEh9gYb2TGk0ToDSxaA46hkwaNd3lJQYJuokC1L0Q16V4xnvn84mp0LnTXV9DabzseBg+xXOWxxOzBrRkShNlOk7ialP5bgzg8QKLG/V10cx8FXDw992SzEef6viqdNC5a2DcQlzCWRTTskF/wFp+pPO3MlHvC3XdLMiOg2CMcoHSmEV/fcCn5IPrgq0LVj8wwD2QlbgvgibrurC+PmEaEWvXjfrxwjhPyg2icP54aX3qGdRTdLBB0nGfh3opfzF1nZuR5DAckyaFIZlNDsOIEHOJ77syOZllLmBOAieDunnK1lRcuCuh5Ujo+XphXJz4wxHMBahoYeMFO/YX2IyAQLK4Lqx7idmfWJFYMpTNWHxWKNHUGfszChlTcls2ZbLBj9Jo6MnJRzABk/2sqhefElNN0RvuuO837vX3BlG6AWgCdr0K0vUh494m9LsLnmzAeLFhQyYrged13wQ0UntPz7NYNUvWpxigZospZnMq5RBmKKB1DgGvushMDBhyTMrJQAlpm1KyOFWcEUBLo1XbS8BcDcZ6wNx9XnQ1oWBnlZJcCyC2ApJyjvWtWWmaaOPJySLZILr9MyvdxG4URQU9xpeNslATjGy8ZiGqUtk2Bmwgy8S8DGwOkZEiWrlqk/ZAYUwsnWm7yQYASJhP7fOWhppytdyftaUYUNyGAbkEMhmbnZLZmmuARCZk+cyyxAfH9VqHsNKz17oqSYf88TozTz0HMdEDQKZqi5Kp68C9Fq6vi4xBAR8VPb1J3IQ+q9EAkbwdbatKeP1dZsJgVmRWp8kzir5fiQtpmlpbzoZSELAx2LYTuOaBG4n3nJg/fsBeL4LKc/LZjQNHchLQXYWv68bXry/8+R9/4P44gN9/wDEwRj2WapIQp2pZCNgoAHYv+M837KK5+eco/DIyZ3xyj4YaKedwHD7UCBAjBA46UxKosVoYoGE68wIgl9aK9p/SG6T79lJpyXSD6a1QKTWV02yDX7UMx3AcB5lcPbnUgMeb05h7bg9OxSCTHxLXmneI2DW/bbPaoEzRei/Pp37/C6//AWNZmm6SZpzqkCVWMekd7vDzgIH+BOmOWqRlujm7RqIDeoGMCuMGWEKaaZaTOKo46nTSNDKDyWl7gXTw2JOBFN8c9ESgtEIUdPsGBtYDkvTu7c5Ubxpuj9qHetO7+ve7+DYvac8WYi2iy247WQx1XtvXxazBonouyPuQsS2PAYzmfdmJuv5e8+EKMpztdFABTA+cBQo3+qjZv4ColizRgBAAKX9jaqyoioJgkO+JSs0WwBiIZYAtjtQSXTjXjZAjfzufc1woKWnIb/fVGFDduzsBdrKbWqiigYdq7oDfxU12oAZH5ZUYGYqqTyezSu/f+m9uNCvp3ph2EtyxhwEEdGInUqnwHAJAvEQHnaStWVHfCnCHpjZ1AQbS2XxwmsU5jA0zPEDQnYnrZl8g12JhV7zHcV+4K5E3WRFWQH6QNnrdl/SmtdeDabGXirV9MAwyglincQ9EFaIZZclpDlCyM7urkexu15BRIAypaUIwINIkDyNYNM3JALGJijYtXFgGpD2HNg2GeY8sKBWw4vPlSFKCUz2NxZNGVLkWlnwzIkseEzyEu2BOZV3tAm4FsoHmQHs0PWObe33zvRLJCWRGhs3LDXYv5PXXaH3/VV8RsZkNfUARKKS3wxgD43XAPWDzRI2Jut8CCuipUxZAyZ9g0lfDQKZDqstld+CIhTGOTSFNM2Ctp9vYyaLooungoWyM/V3ku+JtNYwWPFSrQdTuNGhU3vZY6Bhb7YKv39+xXwcDEvm+sK4LvuTV8gQ1gdQCeNwBFwDeJBIxprZPl4JcbTo5P4Ng0gPg8zr4OSnw6In9fVYN6v2r5NjPAihJ7+R13Bc7yi3tCU6xYTK6AJd/ig9gTqQvrHEz9sv0uu4Lcd/AWpoew306j7nByz5qjUi9JI9QosVz3cBnWCtUVCxYuXoQ9RQ+bsxBMjfDqemHO92JhB9ihKBgU8wgSZA6cWMHmbTvum8m5/54bbQZ5HB5bbikoKnCxXg/vUSTNvpo9HXCwelvcwIROA4az5r8garI8Lz1nUsSqopA3Yb8+sTKhXy/aewMTpozN1zv69s50zmL1q2A6JLnDBldk0CeGD8BxX4ltsscZQM1JsaULDi53ysC630DcALjYjpRWavYfwwALk+gYxdPdd9YSX+fBt7yZuw3A8GTe7HYVT4Z960Gjs6f5PmQNxN/LzyxH4WUtBh9DholIaGCcg7q/HuyA9BMJWbUpjWa1bGfXc1zcF383WN/ReGoxOtkc8QPyRnLMI8PZLyxB0jMQ7na7P4h9lS2lexq501QwWLnqrRIKcCm+k2S+ljn5jq3LemR0s/SsEFkM4dLVlQVlAsrV+/Cr5IMdh8mxofv/JssPGaXDlNDU7m+PfwD5urq+lc1sU4xxbgGFcO9GbcGfJeim+LalkjofSka6p8ALW95Yr8+zBroYPORwFYKELB/ypkZ6eobAKAi17qtC0Bsk224DhOLhde9rRPUcOrO4v67Yo6bQKFCbYD8GXk7JAPv2Gqo7KEDgOXjTWgA2hiYKlIC7nw2Cc/2whFrVM9qn+MVoHz/wMdMrPcbVyTeKzEzMLMlS7bBpJIsGVPT4Cq1btrEHLsdyaa1vquJyVrM9T+ORNXCBWUYpuYx9PfAwRx1HEgrrMtwZSJtIMNRc2BAw1HmZD2bB2zdtCcYN+p+43onfrpTCpn0KDrmsXOXPfLXOIzDY8G/boz7Rmbh7YY/PfE1HKcDN0CT6Aq8hmH4iXkeG7SmlFagnDUTZ2h6LteIB3ajZytSlENwbYcSNjat26e0fBAoz0LEjXtdnJ6k+qyn880xKWHyIdbgxB51rnzRG0hsLx1zAEv5QDfWoKJBbKFmqxbr4baGeHgq//uvvwyifF00hCoYauVT/HZnuDtmeHS08MHkDHywParOpS0vAIiFAce6hd6C+uN5HHCfpIVWiSJUGEUkqnbmpIXdCak/wEknq33INm/u+61pfkiVprskZKTEOMxikZIUdjXosdAQvRfpg46i3tO6+H48VAA0W3Rf704u+yq6K4mHrosShcmKho4NNvSi1kLkvSC1fFMn1DnIGkzCfQlRfahXZtSut5ty9f2U1rPpzAQPalPCAXA8GUTvShZZNOgKjATKKKXJb92kRLuKK/GRxwqZg0wKm0Znel6d1LoOHq9UAplAuZzBO3jqYBzB5Wiuw6QPDAV0M1SaJCQ0iE3p29dY8j0pGUoKSDOZmjkDxMiB8kAMY4fDXZ11rTWILWUMvcPYkU0rjVckyyWDgYP2BTRZHMam2ACLoKpAuuO+3riDXaB1X1hiwUzQJ2VOR0VhrcA7Crc6ogSvmpdV29iT+b6kFzLQG2NgjWQ3F3x+EQFzjn3OdOy0soEQFUWipPBgcR7wnN5XO1Eha4sTQsZwVCwEushTsbQWkIEIF+CTW+bW5mjs9jAZnnP3D3QJRLevm3vkmAcTZYi2mYXRkgcVHHcuUVyZ8I85cH4c+FoLl8Dgv+vr/fVWvHYVe20+mhvJRw7A2JVog+GKC53qtdxzOCdhsEG4MGpgXZSveSbGPDBfL9g8SOdUTLaOHf6AGkxGBUK4q5P8rMEerZdbB9IFt06A7uYp6Uj9WcsbmUOScYlMSgF20UWZgq9gEd1SvgZcHLtIaNazF5hc7gRUf+imSqLXdu9bat2zY36/lLBvFlpKimhQgRG7gK4xeUbZ3FTu9pUZB8f/peKUFWWZXgYduLspUBUIST1sEWDxXARpKpGLz9izUJ4IJ2tp3fRLKRWoBCLwaNpLEbOT0hTYtR46rSl36I4jx2rmc47q7LQXtdGZRTaO7kn7kpXZZjy6DfTkshBTal0TNg8uk7X46QJadOPVPCiycWUyW2MqdhTAaYksUpyj2M1dDSHgvte+7gz6AbUZbpphTpN3F4G4ShpIrq/PbcIf1xtrxW4AuBvGQWPs633hugJrSYeuz2bh1VPyJMPygYp7S20Z+yeqODkLmjBn7qjFEeIyXdtFrJlr5HNyz6tTzBHBJWkcjXtjBXXtRd15rdieLnu60+L1lJg0EfFIpUl5JrCj8+uY7PCbmj7dp7rfN1kGklClCuMuZIdkTVmOFTcyDbcF8c5jYv72wtd/3rje7/8TI+n/9V53AmYTeTj98gQsGwCPRUBkTkajDNQ4UDLzHRiMaxDTORLlBwCtFVMzDWRmQTEAklNvVrJ1sf/kMTZss60IhvOk2QB1A8sCYLmWxKBAYWqse3tIMd6KfSKjczKL8TBFNHUHJaNZk2SocxLl15WMj8vIilB6Dpg81zwF1TDnyrINdjysh473qguCgAOvRJ4xxW+zug7DeIBinWOAzh2dbVkhcInv3fmp2XPGZoXOVl4zpweVagdD1WKMVElVcNYBzoZ2ZO3csEGh3TTTzWBDm3LMKqAN3xuoGHPyzC2BLTW49+Fof6g2gO0BELuash5aQTPxeE3EfeF6v7fs/AeYJwINCPF3VzzNNRRB224G7dpKtVzA9llqTMCZezpQ18U8X4z87r107jF+nHgdJ+qPX/j6eQNhwGwJJJkax+EY1sDfxPHbwBwOz4X//HzjF8D6zRwfxwmzhYnRnFeygZPAva2CXwu4ArcV/ozAHxZATbhASw75KxxjUkra9WWyxkl9hwYXWb85RrCu8cH8aDgB9UTiNnA/HIeACdv7MwRiVizEHbgysIqAklswrteC24T7wDTD4VobyhuEoMLWDfPBJo9qkpSMrsekDy5E7KVSYIO7itP6tNWGD9ZenaP9i9dfZ6KstX2jOpEpoanI2LOkCQ6TicKOe26UtwNVv4jOccsPT4x4nJfhA2Em2j1/PtEaOW6U6jFJwEZLu/vMIA6YyXQIhtImbLr2M2Odz3WWIa0QwQR5ATB1SKw4MtW1CXtUGYlyTQUnorm1fVUwUDYzyranS2vou6y1+o6SSS/a280BK4fJrrqTTWvwRIkUNqCiHAfatMbrcmnDoGRimmEekyyFBmiqAHesChxGsAsNMrkLKbz+qQjwEvBlYCKfi88gyNjgFI4Fjplr4GZiSpO9MhFK2HkDcl+n6eEUKGlqI6A9Ck2eJxGJOxcTdk1rIJXxod+ZqGSJkvSoAye705FM2LAWYBeLvT6sdMBZmxsASAMZFmiAh2BQFvPM7oQ13TQgIO6+cQcTR+9OTLF4j1g0Mz0Gco49wo/feQG5yAQAcN1vVBWOcaAOfV8fOIZxz5k6xsOwpkubyAQ0RyLi1u9z3HOoM7MMGGtxLenesdNEXfGmVJZoozsRUlHgycKiAZHk5urx2m38S6kaO7kjEuMYTEx0IBIYDB0IoMTJfZsbs2N+I+sDK2moiJIpcJLJFWvh00GAaxRslnwxn05mQfsdYIAV64v6Unk4/M0nNNR9o6Kpt4/RNZwgWCkhpinXYKJ9v5/OemdtikVk/ZhiMb2WRoS0yc180OSVaOCdh6ABogezg+0G2BCI2WEkS0QVATdDcR7q0u3EXKnXIBjLjsfDcjLTKFYVzz7HTqZKhflORr3HP/N85DomQxNQMq9CISWPJB5DMBhVKvZ2iOFanDJLU5dH2ThBD2My40XPlj7LUvutmWgmJppJIzzccBwHC/sxBETfBKGUDHfhDQA1Bu/L+tpnL6BpESDrr7I4tloyq3Ia6uXNkbE+lOC/TowXDbM5srBpZNjxCWJJ9BmY8smhdOcxSE+jAfqKG+t6I96UDFeyqLJDklFprisS8BAQ4vtzMwn44Lp4Vstvp83xUs+vzegLTgO8Kt07gUC63o797fxfKznt4OvCukVrn8/zrwzEtWic+jo5pWa65GuJysUJE2Je3tcXKgtT00UKBhsTcxqwAjmc4MEciDno56Z4mlVYi4XLmAPjnPKnmAg3jPtmk8JUIOUCpcG9ppXJtTmjsUIIsRYBgoAV3wDvEsN13RtAj+J98piM/UImC2CeVA1mQrRwSsKg5DjXrd/XcwILdcZrsha/hnPtrqBXj6aZFHrLca9z3yY4P4+/E2Pu9/o7v9b9BpCYOSThFSBnBjtfyHUhb431VR45empM+1o182MKhDeeGyYPh07+OM0k4MY9QgYYcwVMf8pk+7ZxIVaKP9KbLXtUpdSAKvuRieGnJCTyW+g4l/ZI5+EYXUsDzK8WfUigazB15zOUq0iOX8oZyWDheVelYhZgPqTP2MGd2VWHJHS9tFkgtKoWtqI6QAH/YXB0kfoAMPuMym6wOhJk0vCwEOO7CmETqww07VRNU5LgdrOkEiZ5eoNPGaEmojGmZYn1/jQUXM8mq5+Nahyx8vIm6NmAap+7VdyTSpV1a/ieTzNE+WE9T92Ap4E5Jo6Pwv114/O6eX8+DKcdbFhKxk9ZsCQg3ahw1omUxXbNMFSPQnuBBThQ/KxI2Dwwi+uJclCdY8Wc5KsMXzeAGhgz4dOAMbAqYdFH09C6nuhJeUcl5uuEfX3i19cnbgE4rGdfzJGk4sC6lIMV8PML/nkhMvE1Db+OQjon8iQCd5AJephMYozn/l6Zum4TQ5aNUZ6PFaHaqOgpt70cBgwLNaY8M+mNiFJ+lp2XAcvEcpZH2BARgzIdYFbCB5mdPUGt9nlUMCNIg8Jm80I1Kdxh2WwUhiTrGGUFL0dL63qH9Hv/lddfn91Z0Mxm/u9dgtzrSULX2rpDOBM9ESbRKWzVMzKquuLvjqa5inLsDYx6tFWtr+QDAroLvv+BbiL4QMOocUudvvy46jfvf/Hv6tr6fbd+vJNXkA2yWRzV38h2YrF9PbrAh8n4TEk3ZOYm9HKDPx2ohZI1nahnqXeh39BJ//cOdcUkoDt3jcClOpTc9w63RIU6ZMNIq+/FVMYpERUYNdQclX5Q3zVW7M2gRYDIhVVPkKwMLirJJpj0PoeRuW3dGwPwEmiErfN2QDpu3u8NSkXJg6fENCGwsjL25J9KynaGtSa31NVKGKeGq/D/hoqjTWvJkkhfREH9YeF4sVu9gOcASR2SUFdaHQ+U7XVjldykonrHtTgCMoFxTLxOdhBjFSciVaLKEVH4GlofmRhi+7gDed+Ie/F+HUCPoYQ57Bg4Konav4Fr3RhrIRHbVyXvhff7RmRivE4eFCGfkjHkTh3b/8Kt2EkcpFf7lqkJENT9hNZdy9YK2AAL8FCoS4k0SiwlC4w6cKgDFMFnaqbOsvbscRDpXvXo2a2KEyYEikQC0wbOc+B6f+G+CuUTdi6YzGOZO/B9ryCtvoo64lGUD6K7L+5Y+fdmohSg7uKT4mWVJCG+PVJqTzMAYIMdtlJOp19t0zGG3dy0ZpynjFG7oi6xHAU0N2VT0jho/VlLIrVvsAtYMmK608kfN8rCs6T0OS297Is0McKynkKwtd7e3Tj7BnY0QJPNlAhdBxN/iYz03h3JsX1QeD9Tx13u61FOyP3U7Mtv7K8+d76DVA1MZAMubgRPSsCnCiF7ncCcvJLkc/BMaN4VzeqUjKRJQx5tMijO1lo0slOyUuvCNHnIqKBiAaFFMCcZTQJhM4KSsKbfSW7J4qT7qYy7tRZKABcgzbekf/F+c/rPXcDXwjgnbDqLtoPgiZ+dPxg1832miLpdVWRGXPcGkHZyGql6TQVNdiLIIigzMbIE9BRZOSuB2Z4JBNDzumC2WHSeB87XiTLgykK8OZ4ZSQPt65A9YBXGWuqSF/K6EdfanXjIaJlF7cSsD3wMAJ+ctuPrholRksVpRdfXG6sS43jB0OzAYi5wnLBM5PX4fVWvKZkGNx4agIhUpFGHNO27A+5CoLTX0c03FGrx+eNeGHmSGaA1sZa8TwSewQzHSQ+flZqIVzyHpqblAeyAz0EG4f0fn7gvyk8tOVobSelURsiDjJ/FnKMAH+gx52Q7DURc/0dC5n+Zl60LhyadzOmwORFJtkIW7xEnjZUKEJ79nUMTVEuxBME1lgLeqtCtP1qhULa5C5hUo9NdPkOQ8XdSGqi9SJ8L5hPwSdBQPnPtmWTKSejJwXgeF+M8t3ED7CbZV6JsbIDYdHYMqNOObtwChhCIrdon+Pu8K/q37VQeEOOldMYRWvl2/gDoUwPAMw4WLpBez6YPCOs/BTgC2L691y6OAChONOBgLfWBGHuhfEvMxga+dGl9hlY1g7w9CUHJ4Z5+ScAA4CPJ6FOK+XEiBSiojopFtnf7ibkD2ZIR3t8Vkl6lGKmVmqgF7utmbBi2YiKCbGXYwPQbxyh8vr/wGSeBIBg+5GdlYqtTUWCoevzdmKsOMul3fgMUJrrpK56DWIGsz8qdHo1EDLCTBmNRj+sCIjA/Xqh54o5CYMHNcU5n4zgWIgp3LJ4l7oA7m8frxvvzi2fA7zSBPhxIyB9k0H8I14V5kW1+T8PnKFx5YwyOGA83Sk5RZIAUp2r1+VjFXGUKyB7NIClJP+WbU1XIRYB8DFBebfR3rJb7KlIEWJNF0F81gjm4+cR0jSBXLgA1UOmt6ZzAqevqa8u1ZA5sqj1LPmFkvGYBS+tv+4Nmwgdltv3duulChclfA9D/OohiXJTdeZPhwd6IKxJmN0ZMmCirpS9B05hvyWAymWQt3lR/PjD5/IuCVk8yaAJlVL/T7JQSgGUGr6ZWNUCjZEtU8Eapt7THFOv03ap1vt+uqamfLfMBAjVKG/mb1KBK1KcOdgwuncxHsVtr4DVPMxmvKphnJ/7qZGWKUtYZCBDoZE/dVbCw6DFpqJaDUF8cSwj+hrAKWcYDw1lgLBjH7hrfg+PE2kMDKJPxrHc+bnu8MjcAEy0kWQW7SJ6OGoGRT2HdKEoDTz0pKLvgePAWBSh1Fsxospqhg7ZNHlnctCkRZOjnaJoz1IFNdia7sBcFjTRoAncoSgmQCeNsMHp4pHEOeRGJ59LgfPFOxFpX6/JlKAc8dCiXI1diya/Fkt3Z4zVwSGc7nNN2HEpEtTxbB0iqaqKwsM6F0zVqz4E7E6P4PI8hZos7fB4YKMwVmD4wx+AIcY09rVp4f33h8/3Gj48XhmmsWCcv1gAneLAVECMxkn439BdpEAraO/RxSXVwDAUYHdItAxGSBqWS7Up1WoNIfiZiHkykNfHLhhKzopu7DXrF503vmGKFSmaVc1eYErtwx9e68fNewDxwROKWL4brYOxxu5wuUtRXp/x0oI6JOdbfXRff+wwqmLUfy33HRb9v3GMC9y0wNGlKrYKn5TWoot+RAFO4cdpSJqd0eR/eNBqDnPhr+AbDkbELzCgmvtTcAujDXLG+QRgoj4EV2pQcgD5foKzWM7uMipsCP6uxgzCBRZIvRrJr0jdLsbtp4pnJAQmKn5z81Hv1Ya8hmW5HfAMZFbOy+FmlzqcX1PVTvO1zVrGfhu9a0xtsMRUQ7LQvJaQQ+EgGjLMjVuDkrmHaf6yH3F0JJpCLbv+lQinXosznmPTW0LlAkARofXKa79jGP1NXNBJUo5qSToFjMuJm4sO9mhmoORlH7puG9e8b/ib7xE+HvT72OsAcO7+wBkd2IsguG9ZSNZXMT8DnbNM21RwCXjPoX2LyBRtDxZaraQNOl6h7cRxnEXwe1435euFQDHJN1PMCPBIh2VtLyMpA8AjAuBeOj6HGBhBLdOfhpHjPyYL2PMgMXUGmiWJ/A+JI4Pr1ia/PL3z8+IHpQ+dMaffgkVFE8lwQzZxJ5+A6YDWkOHoTsCw8Mkl3jOOgn8laZCn29K1e25GkUWcijoPn33XzXB3M2bw0XnqyK5rXxd8r7l0bpHmb0vMyRwzH133j8w784zxxfARuNZRcORXNrhdHHKP21EMDi9Oe5rbef28QxQV8ogJwdpSHwI0VoFEqQMBjiNbvE5ywps6+KQbvwptxVtxGsk2NxVKmhgcYzx0H82NLGbWWa1y18g/3J7bJ+wQptln1CHSBY/IjymIspzeKMuSSnKQxFCsgbjKgtLabwQwzGWXWlv0gaoP0NcY+v9x0rSrsaC8gVop8sbwZNQ3uF2uIZmAVnBKRbO+uZiQWnrHdykN3o4OFUkteOEVOMqlKNjm+wfAux5Fq+wBUux9sOKaKYKvJ96VZLw5KRwqOWDIKteB0lwlg1bZEaMP13Sy1og9FJO0y0KALJRhWaoIOGtC7aXLTdCAWVg5NyxMjEpr2Bo6JyOTZ6WNgjonhN66vX/gcwDBN8nL+G91YgZENBSaYAQcneJXuA/8k9V0IwJDRZu4Y6Zrylqg59ewEyLQMScx3c4fb1P3Uo7VCRuEy1hqrAve1UJOs3q8Ccgz8NgYNWH/+gf8oepH5cPwwMsdRBVsL475hVyBQ+PLCT0usecKmIzAw3jfOc+IYzE2ao8vyq0EJNjank/nV+wBiaKXbbtg0MJqDwFlL9Uy1NX0P2QgNdP1Lxchg9a8ajpJkFwPIxgDKwOE+WvdqOLnid4Bnoz5MEwHVlLpJbBhuHE6nKV0uYIsepo4G1R+Puf/9118GUS4dhER2mDhMp04yk1q7dMOKG3Z3Rzm2drw7EG3ASYSx4D62F0SK5qdfEhiSWtRgR1yFtAMye9NDjgSGKGK94asIFKirsLdIQ5wNqnTcEczbuGlHEbciJVyLyo1bZum7k8b+UJAo6Qmyc6KBkJTO0FHTtj6uogiQCPntDv3jkM3fdXLg+XnWya9hj3oTUERzu+b/fE/m9feMh0HLhjbKjJJ5L4MomTYEXrrrdk5q7ArUlyoiS6KhxWyJkQfqDjyNYRZNmaBDeQfG/Cb1EmDzgC1EvEuAzfM9Qt8XQNJnJfcYzFBgHrBxoJLGx1EKBlAHUhMTCsUuldEDI7O1uKI+tu60HgQ1URqpnBsV31N+hqGCa2aguNCyNAJ2IaOwxoXjdXyTGHAdD3ecw/G+72ctJzuBicS6F94XqWzs/jkOLEwVZqaxvW6GGI7KCR8Dx3lgxYGv+0bKBLnmxPvrE1+fb7x/W3h9YwDxOGaCQ+Q2kXexAzWS+tsi4m1qTzx8nO5mGKY/Bdl112aXVXJs8CWPnOmGwxIDBxI31x+0V4JIMWMNRxZfKEzRdVO+KAHT+G0WFIXCugNfXxfHwr1e+IjAGYEwTqGqb2BO6p9hgA91joqeMllFidTf+HW/r92JplExJ3Fsn6RFfavHgt83YKbxx/JOSe5fR3LqgVBZHxwJmMbuU943YiXNhg3aNyZQo4u79YAjmpzDjvWgH4X+L/sMyXyom0rerfcdHnCdjIemGgNQAueK6UxY2fUo9BSWFD18ElicZJXtyUUao0qzbYhNQzAhAAIn2f4yitUR2lNAIyxW4Bkmues2JYxOpvmq1efzE2fRiW+z/fpciELU2mAW/Z+sj0X0SEADGYnHlMG7GWKtzSiL+94ABU3/jIac1g0FaBwoeD8iUYcD2UBowY5GerpDwk53A9zco8EkXN+Dsh0B+V8XZQBe8OMFfLyQYrNlEox1FPwCSub3VQUEi61xHFiTNOJUzIF/o5WrUEsUJ4RpeqAXKPFqYEZNCzJ6kmOTDdsUO9xR54tJpUKKDY6QPV4TeL/pB3IEEGt7zcXXF66PE/Y6AK1Hi2SMlWdLj6LPkkHsGARs1o3rffPz1408Cu+fP/H16xeuf/wuwBPqzqtgFIjYEkxSqNkM2d4F3UnvQquKsT8Yp11SqDtzN8JrUXJ7tz/aMBxd6F7YEi4Xe8Dn5DSgOZTQFqbAwopF/wIz1Bz7DK/qcdFfWFV4//aB8/6B817ylavN1GqQk0WXwSdZAZU0vc1MHP73jv3ezI1xwGDwcQJDspTBiYLrDgBiys5CxgXH5BpWQwvyjHJ3TsJUbmjQtkcXMQXNjeLaz87dmDtD+T7n8DhzQYdAC4AeLA4UGx/mBlyhXFY+hxkCXAheVBR8hDrsvpncZmzOlNjPMMdRlAV9rw+Q+h5VLJYrdvwkY8c5BEB7hMW79pE8sUqBd0tlW5zPBFrhIr8pdTqjShR6EpW46QJ3AZrftp9JFUEIskfWrjF6hG+0jCFC55Vy2OJY4Qx+79BUE+spOP0+OsdYuwl4nQcyg6NzS0wANZMNOk8zyWKpnlz0LQ/vKWD3zcfajRbJ81LnosP4dwefSSRoVtpFe+YzhMKA6/ONTxsciDAnRhGwpZqFwBXvacmj2NGsIqh+dOUZPWRiQEyk7Q1yoJbMsCHJudbhKjKqvcT4twFx+1DmuKuw3m89i8S1AlfR3gLXhcMG5m8voAzrunFdC3/+5x/wf0sscLrOGcD8vOE/b2Qm3qPwhyU+UcgM+HJUXfDXSUPnOTgGeYPSXKdQ/Q7jtN3bTJPvbMttzAaBSMlmyPoXC1OsrjRO+CGeXRt8nao95nD5UfL9yASpXbv3+dr+eiUElM9VBsFSALBvLp+3Yg41Fcp9Dub6gIypqVjo540yGS//tddfBlHyDpAq0CyEJOXyFJ0yKDGgoujGKHbTexEwKDaYp66+AmKjRuwkGNkCnXQKwbJmmnyTO3Vnj8Egd0GKRgpV2JNqpyJJ6O6m8LX+FtZvijY92sHL9GCFPPqgujFW7Adr9o0CXQVLw8iOrnjMkIQ0x958DQw1M0MJWD2smkabVZ/z/TcoRL+NXQBUL6heEJ0ME7hJJasGbPYFO5g8iEzJGB86FyNBL6Gr+74KwPLuqIqmW6ajCdosDGSrO6buOIrFVIruzWsk44EHKVHcvVH0u01VZ2ebzzVusQnqG9UOjZ6SLs6YZ6JuDgF5ej+YtJhcgZkP5avBKmIFLD4iCvd9I9SBpoGjP8bASkh9+AYZgOcQ9ErQg882kAjY9iEYsZAVqO54a3Ove+H+fMPOE6854dPh46S3jA8k+AxhopNDh82c1Mu7q6sDdvLuS0DKb9rDLFIN6nL7gLsCExLr5jjDGUHzxZbI9fpquYNYMa+TsoD7Xrr3DFREmwu4ebDew1Gvid/mwOkuIIMHbzKa7nV2leEG38u9dfRiOlSPK5aZaCyCmpHIi0aE1NDTYJm+APR0IEiJXTwGCrc65WMM/Pbbx18Nk/8lX7UW2TrMp5DXDTtP+McJH464b8TF8ZVpl/Z+stObNMdkTDaUy0Nn+3ZAgKXYKSskEXcZouJbTPOnsFfBV/gGOLuB3kQlNgdQq2Au428zjdfF1mw3xdSBx7NE4DSxs+eIdFOiAYhdJ2DCZd45BxN9NzFoHhZlezBVsVNiansW34zFnaSNfc40OGveMV7Ta+xhykQnOGDs9GakQGBLiUGo28gT3GgImynguDhhZ/Q9Lf2ZphzBd1cmBdy4qTsYgaiWIdbGdFiscix5U3VJUMonGWpAp/rfAYyDrBCYkncx5Ja8lAC0C1muW2sMLGh+HJxsZ2zq1PvmOltvwF6AABSADJe6HWUHykEmxb4W8ABgdiiAjaDY+nyTBTJckqH5FC0d+9tos/LJXyBpJ+rbecHCzNzg5+QEBjWECuDnR2G9L6z//AV7feB4cRwlxrmnzqTOLUt221DsVOKgUe6Y4+noR6CuN66fv/D+9QU7J9pYmQk8NphiAJDJCVRzcmzwechkmt/PysjWUT5wHI7zPAmkvi95YBBkH+4EmN4X7vsGzgP1AfyYA+c0TADuB3JKHuFkGJSRhXLD5SWmxF3rqrIQ6tSjKFd1B/wK5OeN/AfXTtxkucR1cT0KZDTlSZ0vrqCsa/jAb7/9+P8veP5f/GX25OE0AtU9N4jdwXxx3UFwIZLFUCWBkzazaBZigdKNYpMRXURb+/YtFCS/MZ7lVQ2kaM35fKZw7LxceSg6r2Qzs9piQCB1ZhH0dsCdDAj+B7kPdNcEvRAHmVgm1kWPPSbrvAFsEwtDYHSR7aKxb3hkOzwOTH+Xsmff1gbW55ziCKXqPANGdbNuoBlj2q0o09j5AszkV1IqqSCpU6XOTzF1zBkfq5N7xtTUsAUTs4Nh2Z+83tVAlESjm8Yt1zWAkxtHKe9m1tuT8/K+NhswBTzrBuz38BJLtOvCSBb4XZOUkhCbqCQglVqbmd1CMTXwxbCsAHlKwDwOWLGJ936/KeUQHuVmHFwyH1kwz2CdZ3gUDjsXUULSUpJM0xrmHwyfoB+kJvCA4A6qMFJsHdU6cxyokcjhuFZS1nnfKNCQ/3flr/g4+Dmd0w/DXJSm/7//+IXXtfDfzhf+LQ3jTcO/5Yb3MXBXAiBD/RgD0+iPecBZr7rWUxa9qgyADVTSAwwJ1H0jrGDHieGMn2Pfm2dwyM5x4FsaQ7YlAVIyKScnqPmx1xDPSjURfCoOqS417m8U/ZYiFqICuVvAtuVh7vUwS6xgx0EWituevBhLnn3lyAwyIMUc7fX7r15/GUSZA6hsVIrbzitgNbRwiVJVEAFu6lk2LVsd5kZ1y0sbVK7UTYHWhVeFzHqwEesNLNiDpORGaTuI8UE+/79wqKhuczJ3Ufmqc1zJP7pF6U2x7oK40Ue+6FtHbW5EPICQDgKAIEbTkqHv7y49vT9ABL6ZqAGlQ0PF5t6ovOiKru77mlX8R7Do2wkbNpC0XcOrE1AlXNGLkWE5i5+dRbqTqdNJt+jCdEmYCjA4JvVEZEnUYHIU/bzUDYb8LSJkvqUUWGwfCDAj1lS86Qr+xFYaGRfFPZfkJTRsSqHdmZwmYPtZulgK1LL32DkmfvpcfX7vE94z/v1IGqW1X802mlTBksHrKBvIErMBfM5NV7Qx6DVSTG5X8NB0dSC6EIugEVsWv3WYiiwlnBZc156J++uNax7Ajw8AorANghUhmuzpBpsD97qRBhyD9OYx5reuO+VI6+sT933hlKdRmzUWqHvsqUOcrMAkNESjt/RNhXQoaCrZMPONZpfuK6mwjjEHjpywV2Ei8HXf+DKDH3TMfx2TBe4KmeFy70ZSOldBCRRN7vTZOnTlOamDs/A6Jl5jYE7HISaWmcHXjdKY0FDH1DP2lJ+QzOd0w+s8YOfxV8Pkf8mXG9jl0f03gPK6fGJKVQLrQo/yLbOHOaCOegoEqCqyRowgSIhxkaUY2nRuAC0ALwFsNBfmde3Yr9Cyp3N0ClPN3FAiLBncnpoj8LwLhQbx+acCbYZYMADPGyVtO/abwJcGdTJ3AcrOiHw+1NElI4+FXxdvJjAHWfDIzX5pvxeenYUIuauYwXyi2YP3zSLRlYV0NxCAzgfJH2CaktOeLYU0nc+peHuwK5YWQBYWCsMZa7KLiHnswjhastVnNdjOsGQxuy4y8Ei5VQ6gs7FyIdJgCLR/gkOuetXAeQpAoel36pqywHG570tm4PzO9sHCKJYYPgj4eSoO1b6XZSzINytVn2Ue1G/bAd5GZfclBsN90WjaJko6ecranvhiMiC2BqPuRMHFFuGZHJmwlRiHq7lhMspdQA4my1BBVIX4+RP3x0vXGgRq5gTrPjYUzuH0g1k3EsCcE2s4/Jjs4vZZvxbWr5+43184/QeGml0NWLqT+Vea3hP3QlxvxKl766UJQpIQFDvJ5vS7SR87JzKtc/PBiWcnJZuzAu/3F+4C/DhxnAfGMSmH6mYJmgWQiDtRKzDGgXm0+e+32L94fjY0d36cOA8a2M9IetS4w+6bY6OrsLRPPQNukpJeN3AtnI7/O/YDsDEF3so01g7UcBUuA/d6I+432KQTQxSUnJmSaKZ1Jf0Om1kkQysXUv692WfD1ex7PAlUyzGHiQCOwYYYUnVEM5opJ4hcaOKARcq8n/l4ZiLnQaBCQDx2Lzfpj6DKumDoqaINYrB+IXOgc9Q+g1AJkzTGHFumYXhij5JbMZx9n2H4p7OrG4IEvvdES3sABTbpFMMUV3idJqaPclMBTFYbtlbc0vnSH8/EEFBsdzNgqNCsECuS7G3GrMRIV10QgA3E6LHOB3+2bmSFBkOI4S7ExAApDLoukUeL83shipPR7EnVd52GBcdkTgHe96pBWZXefaAwUbrthZwD4YYTNDB93xf+eDvSHb9l4pwT53GSpaG7IuHVswjR66j0Iz6xrFJ8LzgmvJbqPMqercSCKk52KgfGeXCtjSlg3MTEMMQMfOTCz2shyvGaA+drourEihuBA9Npfr2G4yOBdV/4er85Vn4VrBxjJdYKfJ2O/wRZKMMnfswDH6+T61JDYWoMxusxNsu35jcQFEvMr4HMhfz6wnLHnFN7tjZbLMqkDsids4Rk+oAYj5MAjo/HXoHLcer8l6KiG1CSjycke02BWyX225ysB5SLEcCi6a3NgyvfgBgTS5498EF7i6znEauGaF+ff/X6yyAKN2oj0tJBu2mhCa0MFrZhiTufLhm7ENwxTK6lUzPRQ0F9Mak4ay9eRl86M5s2XUXRub7Bgd5YHaqyeqehoa2ta7SmkHVyCgZPJdO5gRL92abx27cNRJr/tRbue6GyMNVp58xwAHDAyax59I7dUd+QD/oLtMO9aZSUYewEvp4rYOIwwWCm7maiUMMx07CiTw3+Y9I2d564x0ADAkxE9QMLjUb2vXzfH16aJFEoTTqqnTQPsJOFxeSXXUkWNKR7cSIKDxiybwpkphDokVxn0Q3HnLRd0vz0vupmR7NRrGVMJWomtjzK+nCDRgfzDlNT+20EnENFmCjKqeKf4+e6aFLHEAQFSeIQSo5eD0qAVSsSiHsOSx+AZUqCEpoZzyR/FeDOBDsWmRkRibUSaRwrDK2TyASgTvPNjuX4IJq6YsGrcLxUZHoBqQ6lOUz07qFxg5mBWIZaN8fKgs89usCFYU6iw+Mb3Z+gGg18MR1tlGXDngLRjA7jev5RZHVcCXnyDPz4MNR0vJ3mUSsLR0Lj5IYmRg3KAkB6tVWouFZC3pKS9iPQs8lkoXVXYn584OOYOM4XvVlAevl7LSwxlKxR6jF3IfwajpcZ5uvAcRyPfOxv+mJIM/C4IEugu3stucgg1ThtYKUmfASZepr8rtifpHlHinotSWcB0PhTSiCUYLrMYau1zVPXUordUCccYtWpraSgR/nReIByd51j4OGq78BuG5T0FlkWu5PCF8Nc4H5fWL++UHdsimhZg9YE5chOyJ0AkHnAazNR1Zuhwg/wLVG14fJzeh6AYWAc/I78O5KEJinnHfr5eZLBKMnA/vwuOkUbz9pFKIP22GxPUx4LYIM8Y+uLeeYPDFiKOZKkwdPHhgbYMGUG2eC+gHWdOdmd5xWansG4aWMQ+NG42+2pIX+QnpRha7H4Mv33x2szMvOPX4z9L9KC7Tj2WqJBIRs+NofYiN2xUutFsQDAZlmSBQndnJKMCSzQNZfeOgOzTqoTpnjtTm+WiIVISgjKHHEtrPeF/LqR98IVzFlwnjynxbazCOD9JmA2Jsoc617wBM4fRYNEN+4Dp7+BHwempNd3EUDJ4ai7Yz+/T2m9mCn24+S0m19Fc8QV9D5ZmuKkfIeApAH+TOfwYgc8i4aIlEUCPiZevznOY+A9AP9iUjxCXUkb8GOKLXOrOAJskZJNvT5BPB8EZfqsjkqeF0nJ6fz9N5zniePjA3MegBXWClzXW0bigFludhkkjRojYOfAeL1wvE6Be3/fF/1pDsmzBiJuyi1SLOwowCdqXYiSv44vkL3GwoWmryYQU8C3O2JdsBpPLqx1iChszmGVxqv2e3AfIQplSwV1IyBq5oBAIMAGHeYkkAIQ5Og6xocYGb2lCYbw6iGWAwOrd14DEOhWTGuQs/+jDUoB5c7+rSZRPKGpvXJETYZht7/BGtssdKXNyFw8D42gaRu47vOjZZ/WX4b3zrthKZAD1Z93IGsp7jdA0UG/IF3L9rF0xfRRxTP+vhDsaqCHT9D3KHh+5YIJSOm6agxTsxl6tkmTYkm9oDyUAJuRVdhywDE5xAANVqtuhG0Ah5CXGiNVUiU4ymL71pglxph4SXb2+fMT1wq818Jvrw+8VuA8X5iDY5JJtK/9TGGcZmdqjHdTBap/GyBzE0MOYCPFWAxY0F7gDuazY0uFbXuGwSeyDHacONVk/fh4YbjjEtjtBRzHBHLB/cCEIU/H4V+432/8AHAGvXveE/jTgC8Abo6POfB6nTjODxgKKxZBg0gcc2gyqYDN1cx/gkXlA5U3awiZ8zYJYJZpgqFgulYsOPUp7mjtDQEud5wHbQdMsWYzxqolbmAD3kAz3t4/NjYbmLmDEWg3jkE+hmF4wcXU6kZ3lc5rNA7A9T9KMGwS3OyG3195/XUmynEgtQASor7EjVmGcRimQVRabYak8VnFLWaHw4tJTNpD72SR6nooNPQKaeKH0w2bRjPceM0WKQW/NqBhvtv0Z4CeH8IJO3HyhyJdogoa6hubBbujvpPnlBJOn7+ysDTRAxE4zDCHvJmrGSUMFKl8qqeXPMwafv/qc0KfTaq7GBNo6Y0CsdXutDS4sZkVQt+4EJoOVxsIqXho1sxtiVD3AbFBKyhwK4Dzc7T4UGTcO5So1YPeueM4JswDvkrvV9LFO9xDU1zkFxOBsNWng0AJfilX8GsjxdLziQy6qQvV9KQRH2qpANJdy2Lwb4aQWC7l2MCWHhUPqCyMYjI5jEfaxphFzVTOTCpeCfmWfGU6vUzM2isldlJgXWoMggZZPGBD0pIsw5EFHwUg4ZGibhb9ITopBRD5mCVR+sROXRST3HkYMheuVEetsAOhDcc8J85z4roc133jhuF933ivC6/6oPxOAMo5KVGKxY7QPILF41rwRbNYX2uPZevpORBjZ1Uh4BiW8ugpASQtpxjIQRT65YazjNcn00L0USiwLPT8U8nIMSfO48CYcxuCrfg2fUjFzTxO+HlinifOgwfD59eF9XXhfS+MARxC4cOSs5vccIwXg/MYmyb4d37N14t+OpEIG5zUcy0MiNrchT/1GrA75W6+uHgXu2EKy1zTAhDK6KwOxQsCm9gFb4OewDdZimSPAx3PseN6AxOpGLWBBX/MRGEdIxs0VLzs+N3FcxWQtmNtRGDdgXizWz1NOl5AweQBnLLjizV4AvxTsPdHYtNgjXW3cDcIBCbrzGzpk1tfHwTYUN6wGUEoPg8kbD2MHQO493QPu9VpDJjPeaHEuWQcX4BAUZ2Ni4mMGeUs4/WCjRvrfSvuFUHQ0euCF5owGo2+ryf2SxKAlnn52GNw+/8yFuJ9SeLB78UaQRLSnlFuyY75dcMQqD8TdhfwKthc3b/YZzqUDDvYHMjh+zxFxzQl7hEpWVJukGtOx3EwAVyLhrdd9RjIRhzm8JhIpM61J04dx4kxJ1CBtZhUW1HuknNgFe9JtlGeKVlvQ/9Iyg9Osr6ulbw33/xsbAyM88DxeuH6/MJ13bjMcF1vXPeFu34wTyP5C8ckkBGDDJl5HFj3wrpv3NfAOE6MMSWno69EmKFlwVELqaIzV+zzl+xWAaBj0GtE93u8Thz/m7Gf9ymCDRSDYR4HjvPAnAcZws5OeYillJL+jvMD4+MD88cLx0E/j69fX4hfb1zXxS7ooL9YmMthwzgpI8W8MrIx/84vL8o109mxdx8CigWJ5nt7Nbmmu6AGyieZFp23aN9AeQC9myYqJfdy0xP4Bh6jc7R82AnFmiLnAdekNh+2C+gea5sa5127M2q7oTYEepCBxPw4XVPassjubQklWFw288ozBZAOfS3GL2tpXjcCTflUnwNFRk5Wn1uSwsExjDntnmgGxhwaumPvd0OqhhI7Rgy4xiQaAe/Jid9rAGCKaczcn89h9B3GrgOMza6okpm4pPIKifxCidEj2FVw7lpFDRU2Rd5P/eSSx4oVwvpGAILYmrs5PA21+uwWSAOCvH0/gRTI0+CXJvyAoEqJFVoCkTbWlALvxaCY8cbXr0/8sRbyXqgfv/F3jmMbj4YRfBjDMQ/WjbFq30c0I64bxgYB5hyfnAKcs4C7Cr++3ljvCwfoZThLhXvo3M+lvFeswDFwHCeB9SSLzuZB01r1Y2pQPjFs4JyO34O2iu8M/GEL/6kmzm9j4HWebIi4+h/tD6St0mOmQ9PYSve2imyx8klJdA9qGIz/af5tgh82c6nmQI1j532FAsbJHGNOYExkLoQ815qd3L5V1ezRUk3aTexYcJcfWLZ5sOE8DszzAIo5G+u1Rwre5vAo2/K1qkUGrU1AtdlWvPyL1//QdB44aXIrblBTik2Z7mSxjQZ7v+mp7I4cAHDUrvgC1l9KhW1X+xliW8xtUrbHGzPTE2ple9xffbtUk38HooEWCLcENsZrtiGE7OTHoRG43ZFUYFOc8SqMChpMGUhFUhf7eyLf+tpKBfhmKej6eldzYzNZdN3DJsCUOlrQtff33XrBjbo3ewVA0ozruRFEgMkJlG4PUAyy3SDYHUtjYAdYiEdBwYjFyTQhtEq82VkEkeAB0SZFwwOZl/xj50arBMLgxglOpOPxgKgCAoMob5nAHyXKSpBWBlQ1MfCUiYGg4gEawwjayJru1fA2LvL9bLso24HZjVRtUKYGbSikkYqqoJBCPt1Nkzbkk7AWfTfcMZwjwabG9i6fwNSaXzdWFk2tjCwtequYZpYbRskbIVgwDBsC0oqaSj4h0bB5by3oQ0ETxwWUzA91YLZ23wHUunB9feJ+v2G/yxnbCJCN6TpWCXTO48C4bnx9vfELzyFUThmQnrium2wTTK2nKhxu8MOxp/9wKcI9pF2cKihIl12ZT2G+TwnKjcxpMtid1jsLeZPFRENPrmUa/U6MY3LevU8lK9y/owJIRyiZmUVQZzpp/gOcRb8ynylef+eXD+QK+gmASdUsGgE2AMpJNt+AgT4wAXUWRc+sEpDaUs5+xB0QQ8fNVGxr5qDexdAZnXSyOuxK+IcYV7ViA+dp1qGUQG0XemCng0lps0YcXImSaRTB5I79QAHDMI7JMcE9IlHxMys1FrbNaIGeZtX7ZHdZlCgM+wb0AMC35P8764GyzIc1AXNqbQ0CnvvXbDNWRvGeWAMxKkhNCWgDKg0wAQ+YnPJrGYN046nrxK1zO9V9nQdjfybsoIu+2PyweWpt0KQ6RXXJWPscqyqETXWb7JlQBIFmwclm+GZSmysp6fm8YaM0njjhUcACpwVZwl8fmGNs+Qk9sfqQZfFTQ6b2nUwqkfznQoQ/4xIz+DHh5+QRoZHxNML2PRUNlVjz2E2H+LoQKzCPA1OMH5fHVeXcbF9U0vPDuulDgGytm+dVJQtQsSwrErhvggJxEwgAk3rzuUFOr0K937h//cL19Qn8+7+zAWaQ3JIyMcq2BvI8MN4Xrs9PfKGQYzApTvlelG6hScSgkc6U8iTmMHhxDHM2SDcnMhbBvzFxvk7M80ABjP1jbLmgAjoQi2u4WYpuuFci3zcLNxlXQoymcRx8NjaQ7aHiLPRHUb6RtmDmGpVMGXMZjXFtOCJp/vh3foViXfUobRAY2YU+uvsPjGYJVsHzho9jTz1qhh9Zf8zlLRe3leK+CUDY+hT975ZaQusSLqPwFcAY2LJMxU6eTwPlKrh49GAUZSnDJk4UvdcqcDd4kQFHbpkqlCsNYw7lxrgxGixpfVGRRTWQ/6uJHin/iyh8AxtCrCoAkjuVJrFwuSXY9XtiYMdsiD3pzXAB8FQ+LKSLRhZof0gejEBpemH/eMdXw65xyvjMs+WUNfaZ8BxJZFmOApl0BQyOOaEkt0AfNU16geJTOo1oe7Qx87FeaJpGOSTTmzx7s4ognfHJ9h53d/nZCSwBWY9C0/dEWC0wYeLFz0yZVptRrnh94f0V+BM80+L1Aodk/NAz57P//Tzw248X7gj8+Wd869FoXer58NkRGJqawFbG5unndeP+9YW4b4xjIoPgZNyLzKAxMQXQGYxr+GAeC51bBk2vjULdzI1jUfJu5TjzxqyBuwp/WuJPcH3+NhlrOSGWdZBP4JZXVFXhxgQFjLxnK/lvB9lPbhOOxYnlrr0slccwft8hv5GW98EkBfaByEUmm3KHlYWom7WmGudtAVKwh12FQg+1Yfygx+l0epyMgz5kLo/KBoGqig0gsC5hSf0N2E1TvVkwap+3TYHl/Zdi5P8AiMISlUkXac0cQRg4KzGMOrFeyqw9u+OTrKlQ7EaUIwflCQhpF7OVZ0K3CgqgeJJbQE7JRrqPbu6WpPSOrGagOGhAqiwBQn89N1BAgJs6Sd5UqAvXiSW2Fwi1/GTUjFIw97m37jaL1X9TffAEil3cabOxXOd37k5OU2UfdNuagCAwpQQ6KLnru2a5QaFO16HP5lhKjZ0CF48D7LKYAg4EZCvZz2J3v/RcHAVL6jzbRX1MIY9VW3tZ7T6pNdDo0wDvK80T6X7vSlQzZe7ouogEpO3iN+mkEaVqq7XYiuqmA8UbmuY9GJaYU93yQfPH4a6gyFtKhoMAGbHaDf5PGv8CpO/tjbxrRD4TUZep+eQUkgH6dszpyDBgMck2MIFwycC6wxHfilEmkbmbod2xX1nqWBbgA97TspyJw6rkWL4q+qoAMosUvTGarQXcUXh/vfHHz1/4/d/+HeM86engjoDurRsqZFLplAj8+vULV7TfTOAcGgGtAGbuQAYiHDkJJh2HYyQnttwrdheYtd1gESFfmBKgWCZ9JpjcV1lPVJcpFs1yh9OB/n3fNLEFcEyOazsmO8FDe/cdgbc8fjiiDTKuNBznSTaVpH/TDXeyQ9zn/N/11SMJGyCJ6ybTYzjOOtGMfpi6U6YCu6mWMPhQgukD2XIWdQOwD7F6Yj7AuD/GZoiQyaIkrRM77EwGAHY6CXeU52bVtXRluEE2aIqNzikqikH8Miz4OjFoLwmfA14TNdlFxTwYv0rMjB593IUloM/HTvRdTYDtC9WgErClFbzpSsxUvA8zpD3FhhmN2Er7ss8Js+7a9ec5c7qGs8QKK7fHm6CBAYHPWUXT1sU4vvkBPuW9QtM5W4sTgRT7sYudJ2Y2CIDDObY3OTnLhjHhl1m9eZtI1mao8FpSiXOirsURxlMd1OEAJgpfgE8gfbOPfADj306Mf/ugCfcHDVaHznxAsT/U+FEhVzDsA0JgV0+hyZDhbQd+M6Sxi5ei03uWJspM+MFpB7hZTHWDwldivE6ORnZHDjF8hsMOAggsNGhCWzaxkt43XgWMCV+JGZQRpTp3d9wsRiRzouktwXRkbZZuROL98xd+/udP/P4/XZivF+yYTPT7XPVmxJrOgcDXHz9xJaWl+Y9/kD2iDedzwCUXiHUje7LOOTGmsUi4l5pBOtvmgXEcwDHlO8YMJe2bWaUaC+yKG+acOA4WGsM5Lvt6v7EuTgWbc+KcA+OYNG0Ev/6dC9daCNQj0V0cBX6cYqsMl1SUuc9qkO/v/Crma7XeHFntL3b8K4F7MU9rhnElASqbW5qHvaeDHj4l1kGEJn+I7evGf0Oc/xJI02vFxEa3gtXSlKChLh9rDUtKfdw03QuFaHakGO9V8lbzQ/FyAHET7Mgg0CppH9AFIvcObQA7IwQek2wDktNJR2H7aDHNd4TGg3PMOHZMpxa06B+RXYMQ7BvV428BVAMuAE883z59nceSVcL3tUoC96mobw3WY595nBynugZUAFT7i/T7GMiO27TKRJQhKp7OfhFMATpXrp07QrkAxzv3dB++OJQBYt/wOYvgxIa3JrMM6Aws8oJcRIehZ/L4Vqg20Pm371g1Uyd3Ad5AtU3HPF/4EQW/b1zvC78Edj95xQuveaAM+KzCbfQbWcoXhmTtfZ9R9k+NJXSOYbyEed94ff5C1lLO3dItyOuL+8WdDb2VfH/K5ByrAmRCuZihhoRTovIOjEyc9kKi8EbiwsKcoKxdXlItQ+KwlsA5D/qsRJEJL7Z9g3RkdPF72eBexxhA5wK6Vpc8RhWDYgGBCZdhLXd3ojDo/3jHfr7N6OkJvgWCN6Y1QJiADIHZtcU5HzawkSnXHi8kN8kPr8FWAxtC9+rSmZPH4pb0fMKaeTP+Gjzy10EUOAyBWUa6WwErFq4ViK8LxzFl9vVIWto5vZAc79feGuJ0P3KU1I0XRVj0Gqiebp1jm4a2U/VS561RrOG9kPXe+nPePL0/HFYOn1zoPTWkC3q69NZubnrV7mA5szq+Rye4ZvoZr7EAHgypwwO1DXFQQA0msI0VRD40Qo5wpt5ZiqINlDC4NOKZgLqRZTKWU6LPIjDbZJzBxBiwsBqy4bP0ljIkKbldsHZxSZp0AoNABA+iAlbx0PqW8JPZosI7B/boZyX31V3QGjQIvAOp9bIhYxkX75PB+QzRiKYC1WZoYMBxo9DoepsxQoWZ2CIyK2VxPCQBedymDep45RJVkl+pR2NX5TYT7u/FqTVOuYdkPKg2BKaucLjKEj0M1/sON9jBjmXBEBn7e6LXUCebqkqJ8hJ1z0rACZSsgyZY6zIkPkkPT7GkWnalZKRNuwqkSt9fX/j8+ROfX1/4cRxoI0xkT4LS6DEYwhUsvt74+bXwx+eF1z9u/HYeeA3DMSaOyZFxnJqT8DVwngRIiAyzI8E1G7gWJXkHezj87iEjKvmdWEGeCBxbN6YD7jjmxOs8kDBc18L1xTG8x2ChZGNizgPHnADYBbivwHUH3lEbrAFovnscc8cON2BF4X3d2zvl7/6ywgZCMQ/EkmkoPjHPk0yKEnqg6rwUl1oeYx2UBKz2CF7LpQaOEZy4b8Yg8ACX8pZJpQDG0EjLLCBWEqQROFmdNLaZtXcipTNoywYA4Im7yIGU/AAbwBYjCtDYS5MPxCRo0N4AUMKaQHtoAIzXoW5Is0Gs7InbKa8XcO0zVvkDkEuqahai1JYSRZ5xPaa+9Hdhia0b7SJhgp3BPu+KxtmlSWXZqM/goVMrUDdN5MiQa6kFgAjJW7sjZGoWsFNVXsiVG1RFMsmD8ZbhulDXm+BPNy7U2YXO94IYJ5JoUNflsLNHeaYYbJJ3Hk5TvGFkBl0Xc5TfJvy3Uzptgug+xo79BHoSyADuG3saUoM2MJTF02QJjnE2m4z9DS6uhR7b2aPWfWhyQjBBsexxlgZ7TYxj8DElQY9uekDmlT2+sQvIOQx5keaNWWQ9xoKhUG+g7Cdc/k0GJtlWCTp5sfvbfkG1EvfPn/j6j//E1+cvfJwHZilpzsXY30WCMUEeKODPX/j8+YWf//kTr//pCx8fL5zTccwD85g45sFkVp3e8zxhB31gMnLH3AiC6ZUFfw1dG9cWUMx/NCb0jlDxyecMNxzHgfM8UDDcnxfun1/ITMxDnirHgXm+WPQXZKJ+4/66cb9lUix2zzEGYz+XlQCUwvvNiWMN1v5dXzYOuKaJmfLFVH6PeXDvJPPRsgEUc7+w0sjpQtWCY5DxNxyIYDmVAZcxPhtQT4sQ3cxT7lvcLCCj9kRP9myTcEDs2A59PimLjqXrKrEDE8snrjuAU546PveY3C4EUcwuj21eD9gu7XiVvnPxp2CGi+ltoEyov5MVpjGTZT0joBA6DjN2HeFd46h+aCCvGnxB10ODn9/MauVNEKCyfbr6dySlyXwqLh7H8TSvkudSAxvulF8jgz5hBWQwZzXVAAQ0OJhaByj9U2QQvKpAxaWpqcLvv2nw2BfC+5d83mlsrHbeQdkK8+Q0F/gEWC76nrniNARMuM5wPTnWS06GhA9E0R9nvA68xsDntfDzeuNX3LgzEIpLVsCcB/IK3HXR0w3M9UvvT58bPp8h1pUwFTXBORo67xtHXMAYuARKTWc9SRNutlPG5FSfHtxyFc/wSsOU+WyGRrKLtTRheKXDonA7cM+BOSd+vBzncSAxyIQvCPhK+KDv4RiO+76xzPAG2bkFsAmQ9JXD4WiGFEpMb5OcxintFfeItceYXRAzJwMtLdh0ImjJMlrrHrYbdih6mgyfAoq6VgsMJ4jucyhf8EfyAzXHwAZNr/8So6ZzfF4ba6cGQnvYTBoB1mrZ0L94/WUQpeT1cBwTswJLYE4mtcD3VShpXa3HuyZgwxAhQMOMibI6j90R2gaFegA9pafH2+7xVmgzJaJgPb4I2ZrGhHmi0jcbEPltJrmQEeEem+EhkjUgScxT19cORLxWx2IflQ/HbbMtmDxxwWRBnXoVhMFv5tbdvm8AUiVQZHwkKwV8a0DuA6W7of3PTrL1+dYanmroRP/WYVTGjmQltaKmLqsNh2M8k3Uki1rJotv1kEILfaiD2s8Jhc1WMRkwZd97sHsaqE3B/67XhhDqXtxZ2Y1gAmnxmN+WQSNIU2xPfvcsHVpObeloOp/x+hI03B1FuZF1z7f1eujNZc+TaTaRkf6HeibpQNT7aZpMYzRZi5bPDMpAxjAxmrDRdXduVAZ85yGYLNgiAksouOvQ7PXqTsDFC7jXQsrbJdaNiBNhDuRCfrLQOtRx7AIuY2EtaUrjuf+1Fr7+/BN//vELP14f+O14EpoGnao46niMgR+vCcsXvr7e+Py8UdeN9zFR5wQ+XrCPl8AtCDkfeK/jMemqnpgBRAS7UT2NpyVSvSctESE/FKhARVOFjBMCJk2NhwptuMGmDt+psbNiMowsHDr05xj4lDm0m+E4CbaQEmwIGK4lACViG2H+XV+5KL07zomZTBKWC/xbiRVv4KB5ZftJeRomnAlZhGL/kH6+k0DF2iFmiEDNdBa5/ywVY8xr4HdPfYtEWqrTr2kN7n1Sb/B7x1PRzTeW03mqj01FT8WYMN8ToKhpTjEgn72NLPjh2+AvFK9ycdV+Tw76O9YuWJnYNzABF0332/eFK/bvM0AFRi/JFKMHSkbU+YGKbzOQXTYmk7D6xu4cDquBZ+qD7b35fdJb6XubzjMIiCngOeOa2SLtNFDosYgpkz2adBaamo9vsoAsHdkZNBFM+mhtOOokywFZwDFZmPtE5oX6eGEMwA8AlpyucwfK1KBYhWOC2vtRgPP5VrK71+dkVfGM7IaKYn+uhVgsFqe34aAYpWtxvHcmMMlmGGOIyQF09y3HoNTnnCxy1IgqMCaGpuu11My6SLRJYByMV6mObdy3RmU7rBbi50/Axbxzw3KynXLd9BJTNxzgwq/rxvt//p/x53//f+L18QO/H4dyKeZbLmZMG7h+/HjBI/D++YX3H38gv964XifwcQK//wb77QfsCLKcgjKL61oyNDd4MR9KqBiIgB8Hz7hvdWgn3fTBKoSpeKwu0Bw5B/I4OIazcscJH91hHhs4I5WbRoYfYrJ8fQVjvxvmP07M4+CanoZww/11I+4bFev/lnLGBcyTpsLl27OuCqi4xISlwWXlRcBip6VLjHIAdQOYyHVhjwN3rmvs+DzAKCCDaiMQCbF/m0FQUZLwS7JfySapQEgAivFqdkVLZRRPcyH9REZwaiGCIKFB5tCm6XFAgOzqLsJbCsglGQIwlG8X85505oTVcrQ204VjDt6/zpd74Xv1ZJoG/Buk9n1/hpg0uxIonnmpOILdyNB1dR1ltSWbJXZgM2Js58u1C00zTk6rNETSd0IcRbHVa8styOAu+Lgx1O4oyNi682v09etDBXxtgFy33iYL8gIQl9grQww9vTNZxQLdy4Cg2XhYwV0sDhRk3vg0cgF5rjXYwfA+FJdrJi0IvoCf18L7Fw1nr/U77n8DfmThzMSMoCTQjOcM+NwMUrB77m9Klru8C7PwvujtNTPJwFNj+nAC0WsVrmQN9HKD28RVhU+ZqnfuO5RH3FkiGxRwJ0cmZ1Heew64Ju+lO77y8RdpdpOH01rD2qvKEXcQXALlUvZP/5tnubvUGE5JjQ2yQnYDWobDfd6EWP4GgjfsuavuyutJBIcMbfXMupnUtfuYBtMIapunmtmSCxr5xayzXYoBh+BE7kNlHiQ0MF6kf2Pdo0MHJfx7gs+/eP11EKWUpA2NtJK2MZIdA7IWChBKBoiKHUrO1JnklzJtwDYnLSGf/KA0ylwqgeWFmYUJYDqdiB3GhRIabQg8jIad/LAgDgW371NZVMHjmRrQSK31Ldc0FPqjYASqSCGuUKJRTHL7O4SL9mb1zeCSDIk2jurNrE/H1jv+002uDYR0iPueVPT0lG1AuK9YEqidvPGemDwemm54K/GH/GVSQAMM3Coll+LIzWiwDogRe8H3ZyDkdI++jxDos3mLLIwk+2m3e9N4ukrjgWO9+BsCkplsd2sX34PJs22vhA78BdvfdRdpqsitDxz9F88u/pzrLvaqLGh6ROSm4blhGxBWAjhI+52SlKyiOVYpeyCbaqCfjpnWke7I9jLoIiEKK0OawNZgio7WlYzRvBZGRoa7oe4b474xjQcsE5Yg60sJaUYgS5Mt1D34xlZHXheuX3/iff2OOSCtJFP/lYlCyrvI6BaeTbF9444LWIGyxNL3C1ukGaowretGzYFlAjbF8ipNnBi6h7xPrfVtgI4JckSpsCMzrKVXJur8j9fEgQNAU00Nr+PAx+RUoszAnZQOffz2wisGXuON90Vw8fU6YSD7hAXwhVxB8+KKp2D9m75Ke97HIAXfF9IBSyYLHPkNFV9c2+mkipJGGfJo0FoWWaLZeiWqMSqZ6ICTECI5bnIUY6Kbq1AdwI1deHFKRAIeTAj099vpvcQAce1vFNBeXt3lI8LdHinyARGzsSev0RtK68FUSICdvRDjsgviNrYeoIGbNSgCCJjfRzYeU2wW9pBnCI9D/nnrww32AIl4FmZPiHAzgVLYDKBKxrxlNG1HM3GqWOIrWamSN9kisGPqkHHE/IIPSl8IOkBTwoA9fWg3br59tyxNWilg0esGMuxL02dZsvjJpP+CkXIfOotC3zXHgJ8OHAef1ecnApPn83lsdotRMays7Rto5r4TdpjWxqJk42meJOKWYR0PRdhSoV7FbtscmCflQZG1mYYoMUXn2M+TtZ/8pgC0h49B/ljJEZTrloEjeC8d4KQGU66DAmKpI1fI641xcYKOd0vZFsodt5Z0SI4b18VJRGAIHgKK8usL93/+J67/9u84DARgeHMIfqY66Wbw88TxQ8VtBq77jSZmhxmuKoRGG3uRCejjjZwTq1mslbuIRRXG8Rv9R7QNO8/o9WwoIIpSoCzF/trNgDEc4+PEITAuUKg58Hq98Dp4bzIC65YHwj9+w/kxcR6O99ebsf+3D7iRqcic/k3QWEVH52t/19ecJ661dk5DgFGTXsYBWwnkkiz5BPY+kjm0/KI4fUYjjDuOpaam2IBZopmwZWxIVucdJvkQuvMPbqaVaIS8843OOTsfdTMyTZKm0GxSaZDF9l3RSHfvxhqUp1Aqt9NaHgaMRSaZY0k9oMOoAIh2wfx0/25p2icTs9rvqOvVWfY91egKwDGfxmoZwaDqojAF0jsepjp2U6pB75TvSzfoOhCmOVbQZwliYTI/dKTFw16z2gzOnvr5TPohQBUWm8GHDfwLfBEAlt6hUofFzXN3WKKCcsJqqRIIkmS6GmRsCiCziTsEyvRdK4reK2JjtyS2a5qUBJ25/fzWXDFNxSFjIyLx675wfRn++/oDVyT+2+8v/Pb6wDE5gOA8OHkKXZNVPU1yBxA8s6/FvDWKDdBCAq8XAWoiUvDjxDxOjAng/YWAIbpZBF5v1mL97A6fByLYzqckFRjXDb8Bg2N8OI5/HDhy4OsO3MRYBFyqhppqEmEy7zCTIiK2BwyNmxm32TAeZGIWmSvuQxMyTQavAkVVd3IUcgBpaLAuBHANyAvS2yqDy2G0d1lXcWKjU7qkXKNjgDOG9LleYsRU5j6/eq2bzqau9yN5xlFyTHsKMn0DCd2LbS76L2LkX/pbIEvA+D/UGdciumiSyUTbVOgA5rUpoaZg+JgCKWCkktTshI6HdqRAlyhEXAhPzqt2dsU3CgkVW7bTYyXP3wpWKDE1Ne0AWJISRK8Iw4MUQ3p+oNuUPVEGJXqvAAvY0yEtMPmM7GSYCN5gyQ6aUUFkG+t1hkT7udTThdFDTfmPdMCtDlwQFQ4q+hs4Qmvf+Se9yLa3h/TDnWi3VKg/tsoQoPv3TmC06vSxvG4LbKoxeFgie8P184RYhgJ3HBgqhPmNcoNBaFJhAYVgsWy8c3cW4g6OxC5Rev0geqrn3qwfD3YRvcgSgYqOyMIaHA/t62IhAD6MqlRnmJpZy06adF1FEIEjjJN0VOv7YBu99ZTmtp4jMhrqr2c9NLgDs6fpUjQvXUvddP8mSUIvxj5OGYyzAnmTfeTzwjEG5gAO0fKyCvdKXEkdfQlE4ueUjIAp+3IUjbV+/cI0Qx4aHZwcQebFoiKXwCqTt8wYiLxZIIcj7jeTHpn4TSe4ajBg0S9igN3RiOLBPScmCFoZdE+jPXK4itNsA6HabHAl+6XvMc4Tc3Lk2fX5hYLRWHD47rpwuRjMWYRPo6GXGWTapcJaDIZhiRBD6P6btyNzu7QnfJomiiSWxq1CBXGoU8fRwUycLHgo9RSD0R4d+ZwJG+wQmELpROC+FtIHDndqaqforvUNBPhfgAmoIqCja2n5GEAQwSLg80BPcmtAgmFZwIhYamgGheXDTuCH6DRmHIqILVWqiC0pYg3fFPHOgrETr+/U4x37I+mR0Ymy8X5wBDwTEOvsL3V9SuB3su/dxURXp/QIMOe57EYzdDTRGwL8xfTb++8BcXoddHeJ4G/Q+NllJqr3QqbkP2KbVu3xxJsBqGJqTwlalOTipMfYKgLLidoqT3x8MMZL3hPzQKyUlnkoGR+cAJSDptCSaLA4SJ71kltZiZ03HFg3ACfQc5CyXEbT2JDPiFfuwrAGwRzPgF1Ahc7cSun5fccSNl10OGg6WbvKxh2IpXHL0m7z3B8a72laMoxjKYqyReE+3pgHgeLZsT8KayXuCKzr0tnOZkQooYcP+EjKHX79xPXHH5gAKd+D3cnpPNfyvuVlw/jsYnl4EJRH3Ii39uJBDxKMwXpReZPPCYcLzE+sdcHOl2J47XvK4ijVDOhGW2f/vA/enVSAyfjHB8YxGfv//MXYf57wyRixZVti1UAjPA+NMPeTvkb0fgBlHZZI4/pb668l0v9VX0ugLgFkreUhECKYC5JtRHmOLSMQ2nlWkWUhlB3Im2V6x6asDaC0ht3V/a4uqKsACMAJ5v5m9YC/RrYI6fuUuEiAxuaj2Ac7c85Fo/kVNJzmuzMaZqGGt63CPzVZn//jOFeeK4UlhrySDDVM164ME2BOm/cGpvli7OatMJgnDb2rmZq+GcHIZJyFmNI6iqwR+t4jVVtCUsUi/TkGVASrOO1YPWwAFiJv6J4m6yhON0kAzO+blcum4KREBWw2UdIPGX7ymntyI+WrvBu9JzPJaETSD8R8wNbNNRELXsz9wkp7szYbKZRX9OAIMg/5nWpde2rk9iJTSp8I2jl4SHIEALRwKOO0mHkmfnjBrwvrDSxzfDngaagzGd8Ub8tVJ5RpBDNgCdyxODGyZSQqotZ5IIa+6zwwffJ7HPSXGjEf/xr5+xzyjllVkrMD66bUcd2BuhbGlbCV+MOKa9sHRgJmgQnmJStTYBelZF6Fey1gyBOnm7hGUIQEAggsaU+isWvv9tjqmql9Kx/ri24MMAfLWAREFQt6yk/LZ1uNUiiU6xpNgI57V09wGx06yHItMc4q4fmwwgDGlK69eseg/9tbYcAf2yh6u6ZA0D5n/sXrrzNRVsg4kolRQg/5KPiSwWU98gsHN+OcDq+BtS7Oex5P6DDg0UEKXBjFjZH1SEiQiwZwoDSD3Sv6jFQU3BPwuTuD1CfzgbhPhMUuqAu1tYycYb3JeTuw74SnsJFp1sJd/PczMi2SdvBm4u0dtRSaiebYN7Cnv7uoviAlrDWZwzTa2cZOMtKUHNczAq6UaJhhU2x2UmJN+e4JGKTSJkRH/6a7tN1pbdBDASK/JSy8Y0IrWTB4J8ECg3g7VNTYA/VA35iBN3dQqb6R34JMFtdIFDV6sUjVrAx8jImPjxPT+JmRwNdVuLVFxiqczvyUevTEOxNXJHIOXJhILKyzxH7o8ouH9NChmBVIBVZ0h1nMHB8u6wAeokuHDaxRf4FdyQOdUwaKgTZ5SObk1ATa2jyeJYZvh5j5Ayb0IZmpbnHBnElf3jfWMTHs1CK0ze6ySGAtslySRWnc114/w2WEuQLrfeEeU+wOUq2zmIzf8rDhmmXKgd3xSCSW7keoc8l1Hhg8sMpEA9bP74V1veEfHzizKLMqMnK2kfFg8CsZPgElpgM23fzYrDh2Q1fSOwXotf7Ely7qGpCCD9icWEFd6kDxWQnwrCp83Qvva30rnv+mrxUyXWSSC5DVM17nMxUEjI8JHvxmhqFpGna9RX5josHET6azpWRYHaxmhbHDRIZJjYGYxmkli++ZWQQWzOiDIbASSMV0rqFwQxQppTxsnVMa5sMIaCBhs9i+xbyWc2YXEQpYnIrChoF7902UtFoxmW8Oq/mzXzr5zY79WpXVjAXJPjs+dWdehm5livvGBM5GxzFTMof9jWj2yNjCM8ZIsx7j0dcPo/y1QjmHA8fcnVg+CzEDNcbXAD4vMdU243HTwZWyNBVd36vvXyc9gOlMq91EqSyEF1Zw0llVwaJwfnzg4/cfmMbzNO4b4w8lhgGMzxvHweLYkiyM6wpOcJkT95zIa2GmYovOmo4IPig1qyQAEwH+d3GSlAkYGq575K7rg7rAz3fbsplmcwrMI1jSYBV0HjwgvitxLKhrX1qdBa79SEQtxWEg32+s10ka82TVVw5gFexewHVzPPBauL/eWJ9fXEsdD4vg0Pr6whoDfr5wDsd4nfSOuBfW+0a8L32mEo1uBK1A2uL3Ga6uPddegnuNl0OZa1Uh7gvr/QUvw/l7MgMt0CejpWFTvkdxq7NdApdsgyFzDnifX2b0L9Eo6I790PP5HvspC57AcbLIKZqBugDC4czOv+7A9XXjr+ri/6u+6KOaKmYeXzwW5MGueZLFc4zJbvDuCKqDXPz7lOUczLp63wMbhGdMTO1PTcEZZCXei51l7w4s+IuNHW9qvxmLddFHS+dCRUkmANjgtCxvoM4N8c0oc/shcYrF9s5oYB4wydN1DcHxvcPFmgQoXW0w3ZSLKbYPs90g6vfgdShfrMeHEdDnW3P48cR4w2bgb8mN/kL1oVIa9OEspKMZ3GjQ2yS31/WkgIU20J2S+hel4r1dEwYswkerHFaPaW6Z2IOSNWE4ViyskKeTmWwgCMS7aqQ0MdlAyXwWNOXHxaRp9h5/jwAL2SsAG2sOx5yD0haeThs4VtBF5AIfh2Eu+o9QRsl1+vHxgQrHfVK6fuWN9QUsM5z+PIQU25QTfBJWBMjWNipemNmGsCIImAHzhema6umGG4UrsSffudh+XB88d9IALErbO2G4V+DX1xvnOzCSbMD/yMD7j194leG3AZy+yV5YQWbMqIl5BhsSUFNde2k0cDPHs4+Vw5jMYYsdcprT7tyGsiAeg/WtBmQ9kAIYUTRvdm87BOVY1iBJwZ2WCPCufXzX7qammanW3awXNUQieVawkQMCO1JeVB/2YL1WcbM5EAsBA4JyzrZp2IXSv3j9DzFRvEwMigfXcRuYW+MWSjiJLveByrGpE+zuQNShTrZ06DY/C0SImCuR2s+OFRHJUjeFNypET7UddBq/2DpFIy4dkks4AB8MerxZ37+LqEJORl4oyHt969ht4ICf40pm0bKZEm5rT8fcOvHVU2SS/bzan4QL1rd3TE/cqdLv7r/XxbfiZCc1qiOaNdTUx+7yZncu93/bdtfv4nJ7kHz78RgscjITJu126eDEvp7GQpRkm5gpSfzf1QVFqZtWtRPIvrbdkk2mQcda+OGa7GOF8+V4/dsHEdP3hcrEa0wUQnRDyL9AhYUHZibOco3S4iSWuhMpmphuFHyKhaLv0aVJCk3fM9NZFWADVo22g8X9sDbLBSxoOmkVlNVEIiCTsypOtvDnM9M0QlqBrJKA0l6Xpu8XiWpDpyLAE3Zj1KD3ybc1bSpGbS34ujeSzyKAp16uG/f1RsyBMMO7Ju5SArKCACrxGY0NrF0NdlFICdSCYcBc98XVkR5cuxwbmVjXG2stzPNEILByPMd68b6vHg2Y/N9ZPFyjpAEejlUgC0hrfJjhGI4wx3UvjDFxqKBmMmNAJhaoPU1IIrUC2XRiM+Qw3Hfg8/NrS/7+zq+slCq2noOlGPuHG2oUelR5Ru6D1XTP/TyBZiIAO5bRo8xQSq72mOHQn8OAClRx3eAOOG4CiLE0CYVgzT5r+jlDxS0KeQclGjCMSSM8jhRWElsyKjVXZ6P3FODpaK5Lii5MMBXMTtL32N2e4sJ47qQfd+Gme/eceX29iide7A4KCC0Z27KG4359AO2nWaF31s8gyU89zJek0WtLlDYobA8tnvuHz24vdv05GyeQd4vYG2JlShfCWLYBUH6PbVYrY0KfMsBdNMbOFQJ39Ai+Ud1x35j3wmvQ38PccHwMnP+P31FXoH5+AeV4fRwoS5pRF8iukYQph2PmG+seWL+R8VGTvlMG+cDo5fvePl3gysBammi3uNbYupw6k4vGt2JXclyvmhLFjj2qYEkj0yiCM02F3+Ooq89nggcd+xPgXnD6QqgXDCwylXwSIM4VCFzwmsB7Pd8hWbjZvWDrgt9vGpMrx4hSAXldWJ9fiDGwYMCcWOS+o+4A7ktTSSSl2Gc69jm2MkknP6itzypKoJqdaUAN5g/r6wvrvjDP15bBklH77f0WGw9L7FXKV1NrHg+AFc0krZ34L3Nc941xnJhaO6lcEmrO3SpsaFAfyi255nM61r3w9edPtDfS3/lVBTYoAewESWwPmwOeKXkWsO6bRpBWyIOFVWaxWZPJSq4Wz4YCfEwBFt3VZizsQtFc8See7jZzZyVu3gVcc0y4t0h0rOd6C7xeM8o9sftNcACRSwBqMscavqUeA9igfDcGAOi7dCeszzzbeT7lnIxpLLQFevuQ14NLIshrLF0j33rinxiEALIWYEONSeWbBRSabUs/wN6ngEhwgkp6f7U5tigAD7soyQAjWA/tmZbXFcrH9kdkvDKUmhe+bliN7b2yNIWtZfxpHEWP64YXh5OYuv1VQMStZz8ZKxxovyxUMwvIRhl42JBMTwsxHOGAzYl5nhoGMiTtTRHi1mZ4u9vOV8KcbELnSPc5BF6l48jCnI6va+FrJT6/3piTk9eomChULa5NZ+7edVRkyFOD2cMdhVWgIiCK7A75J4omBXcOcFAXXrUysK0BxgCSIsprLXx+feH+fOP3xVzrz0z8wgULAPcbUQcNZt04FTUWOD6aa5Tk2YAvaLoavQQNGvP+rZ5tSXN7gaUY45Dkjc3SBYc/59e3XBEQ20/7xAWKt7dOdeNLX3/bNaj50nto//tbTZ07j1JdvGITOchgUQOteK6X8kTWQlJWgNJP+MA4HGPUP+UI/3uv/wFj2YJ8+QEs9KQBH6LXwrHQbA1KcTRMmgkhDDaUZMdzwPL28kCPBhn6RvZdTQVZ1EaKm0FxqCM9pz9d/DKNjEVDKdxYqD3Huo3TOrG11INgk3QnkQYQIR/NV6G0g5/fSYkpF+/7w/ug1cAvGcqYdB86kbbOMvo9ILlFFErnDr+HOnW7QLankG2gqcB7gyehrw5AILsl9WttAgTj95sgar5Hb+7grk2uUblZRYGdGTjVQnTn4gE3GmRQ0M4SkOAP0NO+H1aUnTQt1LMwMHDOwocPzKOTSi5Vc6furw/V14E6x2bGUOalz4hAXkB0JwOGy0iBuyOpKSzHmHObxxYALNFTBRTUWux2Jk38UKUusNzNc6Hqm99OCRhqdkox6N/rxh30iOgnP0DaXKKAxYP7GAOnzK7CsLs8DGAD50ysBVwRNJSNgF0XLBw4Dpzyahmit3+loxYPU0qWIFQeGDIZRizkfaHWCRuLo/EktN+JyzewrP19oHXHwmwh0vefN8CIwfI7zOWhEXvyUy6yY8qfUpA5kSZZFIhmLoFQPnXp3VUq0tihpq+zQxlr4X7fTHiOA41xP5Owck9V2aBjU2ZRuC5g3Rds3ThGd9/+vq9a7N5glhKtsZ9xexutxQKnknIGF5MNfes0WapNwzrsacCtDsM2giMgWQOK+dxbBrAwVMI3NVVpTBbq5oMmqi6GHqDDNOBmTJLkabHjsj7LzIAugjXdxhJkXuIbW68lLY0+CxRpKWMbx2LUM3kivzHNhmjgDnX2lTVWG7WyUDYHbArwRP/jO+xXxywlotXnogLglnHq3NvptKSr3kVGTwYSK26bhVcPihQLYDRlnSCSHK0Uu/VsVAT159ZS7J8cA1wAyil3MmcnLTSVzO/AMMdhHFF74OCkFZ64gA/4V0nCOIBzAj/OzYBtYLdgwLqQX444B8eq+8A9SF1eYUhfpJJPUpatO6TXIhgCxpZYizKkWJKzKfabupsZAlm/TX9Qs2E6Y39lYr0vrOuGHQd61Oow41jhKuCivvzwgePkel635E16lj4nzqOw7puMQneYBezzC2sY8Prg7w+O9y03+LpR983unDspyoplI9UQWjfy/YV6nTAxEWEcQd6T9boYfb6rbekdgj430SbB5oAFgc7ZXXDnGVHB8zIWci3c74vskerNzcU9lPBiLfrp3IGYE1OMRSgJHoNnaEYijd877oX1+cY1JvA6CbKXZB0pryKd59D65ZATrvt4J9bFCRzH8B0m/q4vqxsIxifMF8xf0LxpIC92c8FccqgpCSeIUEjgfPF9ppheOIAK+KFcahCM6LgDMO54cpzsLsT2OpQ0G1wulMQzrm1DfsWtxnGFc4hF55iH00NuCMwwEIx1IxMt+Llj2lN4q3BzwTXsZCs+drFi9rDTnM0ya9OUpMTP0X4SQBUlJyt4NkwM0QbE/FM8K7HgXOfLk1/nBsp7o/YkMfajCRTA9g3gWcFgBfq7KP6rCO1E2FVbZN97ceVZ/xT3cBfYutHWtYV3QRucnLMC/r7gEbC8KcfoRm8Ec2uwyVqifrKRW9tbMuWXlBEEYxyoVO53F+pw1LrJXj1fyAMopzxj2oDNsZv8Uc2gMbK0Sz4fyzCPF47ZZvBObycPVFx4V8LeEz4oCT+raCIOg5UjcdMgOBL3feP9XnAD5jEpi4/C18V85hgq6o0si0uxPhNYi5NTLUx9CO4Hr9wTgyoSvhL/HoHfYbgy8UfdWAP4sNAEw2RNHjSVGIPOgRxQR3b4MNN+gBjeQ6q6ZjYVrJkaypXY0RRgFqlVHWRfuSw8kkG9OrZXM9T435lcyy7Zf+c33ViBzlQyk+1pdBQghgWXvmRAKTP9bb4PMRLXIubgbUZcmxXdMp8h9iq3cWLYgQax/srrL4MoxismeALbrttmRCCbabLkZ9JIlNGK95+078y+ewxfN23YjUsdoO4DmAISnHS1aQQ/qjvz6tSUD4RYHwxApPh2jQcQNJiH0D+Z4Sjr3YUfhBdEquMBBs3hGn8EoDSdIQFKM5RUuoq/7qYMFZ6VjaZxobh1PJPJkcrHpiahALeFxFSnk9exqdKArrmT3aYR84Y3c7WUAFVRX07mh8Cdpgp23CQ8Ky2e0MLiau9zrD8/+8b0fnAj8qmAncYAtAP9XkBkMIUKithU88CswKuA3wx4IXGkw6fB5gGbug8V1NZ6wXxKLibKku5dI4eVgbqBuok0rwJuMywDlhUuFC44Litk3qjjIDBTpMVVLX4utBaCUxF8AyAqllLGe6miz7EPK9NGddDUNe8bUDFmStJtskAfAOyYwCjM88R5yqBN97wEKJg7zV3j0dAfZpgCe24AdsopW5rQeZw4MxBhCECjqp0I8uL1Jgz3InLOYqdNkvmQA9hrfAjEo0ZSiWkCD11uKQAXOxMORDYyyW7ivRbutTDXjXMtxOAh1rIBN0MK4a9KBXB2pYcK5Ct3LN20f3Z7KMO6rzfGMTAN8sEB1k1vgM4VWKKz6K/wvV9CrKEE8LXyb89EMTeyjLoj14Dz0DjWeWDiMSIudPzk4m3vJ4K3YFHoTKQIXPCHpe496fcqEtX989HjaW1rZc0MNQbSmRBDz7lCB6oSQkNhnJMAypgEBPSw+3xgVwPqsOgYNo5Y5OcSIGrqaZrLUFfgSDPzBFj/U5dF3wvqqmTV1h/37zS70ZV8DIhxVk+SCuNarBQYnj0njuAxE3MVErrPEc0stB37G7Dnsx0oBNpAzoysGqsGNG0D67XBCvD8lnFnrSWPEzwA1ZYymSbeYMeKcsE6Rt+wFww/xsBpoP/NccBeBjuP/V4E7AyYJ1P5bsIY2NXs2B+JejsZL1FY5rjdEXNgGX22ruG4hhIusWZGcEJHxhK9XM9q3ah7IY8TEw+Yh5LHV/G8qwYJI3Zh5eAEtbwvlD3SK7Pi9JjBhNRO+TSdLxyvF0tAjZgGkvnPHLCPF864wQlGg2awSYbQKsB//IY5KVOEJ8bHC0cGIi7VvY/nSoSr22tYawkESWwTaGPG2gbQ7c1gDk4+AxAVIIPJ9jXX+Gb+OA6eh0E2ZFTivm6sm7H/WEu+QE+e1pNfGNgpq2X+xy5oAbijBDKq8VYC7H0g40J+fmKcB4EsgZbrXpqYpS1jnECSa3Ek92DyF2IXZSbekX97AN3nicwFt2Zg3eruFhkTo4C44BYqjguk8AHwofyUjAX6C8YupvyQLDOwm04F5jIBms0CN5RgAFDsLQj8sO2vtLvN35uMvY9DkLq1zyD2eFQhgGIM547dXhoEYQ5Mx/bJ0hljwJ4aU4qrHVMb4GEebGL8JtoUk+wKAXTJ0cc7mKHBfVPRDOXjuWse/TGEfG9QNy0lnQa8yI7vRikBYO7nvpduYnd1Di2AtwH03AGWPzfj2S/7G/rzoc8NXbPM6lII/1hkFY4KADLxRmgMMGjoutiUNUmIWDv2+WiUnOrn4WSL1c2BFliL08hS43PvxH0H8nXi+HhhvgY+zgNDHmCRiRUH7kUvT42LQGYi4Ih74cLENMByMT66WBMRuO6F91o474k0x7Bksy7lN+KDZ26oQVyFD3ccBvwmWWtbMySgJjPlR+lTy1aeivbIogFOEIIm+Nz3jRGLTPwA/lg3PuvCcZwY56EGB70MYQTtx3CMY+DYk23wNHW/gycN/AFgAToxSkMfOl/SRMFcsSWmPgswTjobANpzbte/hWdNlrzUKsnuRAMB3BM0ly9Nj+UypKRLOZ3ytWe0sal5nXsXuuqSOVk/5q7XU9IkriszlpihPDQr4dHF8b9+/XUmCtj5m84Cam84IZpuDqNLJO5bOj4VKt1NITgRmnBlwHhoeGbPKCpm2rWDnpWKv8GpQLsQBQvGdr7PXnxK3tuHY3fGfVIGpO5hP4gGMoDGMUTJhUACMUd2/ujU0RaYpNL5fsJAI7vaLJQGHZ5kPrQuu2PFFJh0aFRtCqr1AVH682xsjQkL33K3IcUAwg5mDbik/tu0sJtPU+301MWIft6O3m1m1cVEtoynC49ORKoEiLX7sdB3XU9Lg7yI8pMqT5TZIvGRwO8r8cOAE9Sc25wa03UQtBM1mdcq4y4MgUBMkljIyB08QSpyFmYVZiUmBil10ltyHRs+zbGC92/2eUHUaBcuXZTBFdSN67/AYgjS/FkCnpzkMPB4BeV9MzGQDtj5UKkvFThC1o1TgjInhhtOcPpVZsgElYflGAcmCLzMyd/L9xu5DMsDcXAMN8xRc8DWJAC0OL0BnQyD2Abp39TOR/aIOKiDh025JeaMfWiH/qliN2MMLrgAR0OW3O7HqKegqsS6b6x1I68Td2gKCvqg5/Nkt1rr1enBMialThPAaYaR9BlAPaO4j3EgnO9/XTfcDNdS8Cx+N1dXI4pSodCEjnNOeRtpklUAuG7cfzVI/hd9FYrdlEFjWImm+ScqYMScxbq4x2u3CjlNi/T7xX0tDa235MS/nRV4Yj9swOT8burQtX+KwWlY6QQF2VWnJ0/7jbSG35wjwrHlHnyf6olhOizbl4MvJoScSAEBfIo/rs7pStR1w07KStp/ZPT1xEMj7ZwX0VrwtYGm1BrmhAt1ARuAEVgLgYutUzYlJdSH1947bSoLJWlkDP5zV4WMQyW+mxLPM4sAgDY/Dy2a3Ra9yHYjZAwCLzD4nEqO9Z59bikJ5mhzTUhA7i7UK4EfK/BjOk4z0uhfB+o8gI+T1xEpxg6p8GTBPfRdxuUBC7InCpShVPBJjuRYzJVBGZcAqmGGrzmwdK955rVchY0Ry+QEIv2sOtv6tt4guYhDnjmKhbZUoF8XJ774eEyz+9mJUXl8vCj9HRPHeVCWWImYKjIFTLkBYx4YQRaLHwe9y35+soM5Lu7TefDeHRN2iHl1U05JEMUxPGBh/O4a05wfjxSZRyBBJT5LMUJVxNJnDWQbjSK4XUAsMTEHjRJ9kFUFoxnpel9Y94183zhDIzJhTzc9AUNsoL9p/jQv5RDVwwyjKNNDAz5mlPCMN76uN+73WwWn6OAqkBn7KTPp2G+WmE7GolciXcO/3m+swt/65UWPglS8co1vJWhwoRAwn+CklmQzSM+T3hY9pVDmtBCwEszVG8wGErmM1XknYcJ8AXxrwFJKBACZkh2gjZtdsbZ2kzfA5tZSfLD0PRGqjNfSTHi+t3I6J+ek4zEbhATwzR4mVksJDE/I3Cz6nUvqK4r5GiVQpmO1yTxWBxEbybk9KCOTxZ19k3QSXRfIXLve45mSuxh/2Pma2tlNV0heki0LNaa8DbigOExAAD0fOWuqKjWuNGkzO4d0aL8acAXG14V5L8wI9Hj6NnQnED6QAlAAAlaVzMPpp5KbTVRzcqJLslEbw5DvG/ZxcHWlY11fWLgxIWPXpPLAPpjbtXXDioWYjOE99S6Vk9PwPXADWOW440Zm4nVM/OMggMzaZvGeynx8s/ZUgxxeOGvh8w58GYDXC3MOfHyIwadJV/x+gfu+4SicrumYkhw+tWntBZWatHnCcZbhjcDPWliDbMbUGpxa467c+Tgmpitnqj7nVRcLrJnKt5BiFxpUD9jehwDIxF8y99XVeRabbTZgNjfwXlmcDFi2PfBc9TdM0qoSWOgEynq4iWfpPrD+te7C9Zov2S2shTRJkZw1FcBmLKczyl6ijP5cWlgJblazwqB2SoAr/nLz9C+DKGtRZ7qjw/4EfmBlCZigyVoqkR1Nc8skGFB8OBxb9m3qF3cpi3Bggxb9GaVk2cdQ8ijjGHNOeScsxQCdnNQ959gmVZv50lqr713ADnJJsAJatN39Sl1Lz0THtwXgSrCZJzDZi0XNM9y3mepzt4hCN+mIdHOgdXVtnOX9rgbNkFcw82/3pO+T3r8BjwZmhDt8KxSYqO5vWB0fTcaLIhwKCOnOGTuBtWmMzTJqGerWoyJB01FeQyA3iLSkOU2dKOcK/EDh9yy8jMwdG4Y6JuocwDHh5vAQhXsXRJJ77a0LNPW4CuwaXjfquhXdOZrrABN3j5Z1AcfkVIOfEbgrdZgBDbVXcqxYZUr200tf6z8e4MpV2NCcVEVcLsR9I64LkQH4AU+O+R6w/Z3gjjk4MWT42IXmMQZmBi4l8mM4pjvp5QEmqk6ZFRMSroNrJTA4YcFA8HMMsba+HazwDtHUcF6ZeGXQ3DJ9F429BlKjqPe+TOkPAeRgAj58n9+aZsH37r3NXEKmlJUC1nhwnE0HFmCKrYHU/VQMmAfHxi4wmd40wZLx75zweyHWjctbv6mRs3PiGNI6B5M5+ngY7HRMlyFuFPzgwf11rf+tkPi3ea33hfE6MTRatmNMtXQjgoaC1YciD785jD/X815Jc9IykIEiYG2D5Ypj/2RQqn+ajVJaXG4GDI0mlIyyksUzx/N17IeKR9+xr8QeQ8e/LKC19tQkoSfAVCeXFQJMCazszlnHIxXgETKhhm/pmTBvWPpmKBCf5UV0l2jLpEQh128z5VWgKQDtkVUCbZrD1eA5AZwnNjYP1qbYP9Y07ZYkyg9AiQfH/ekCIvYZVG4dUsFfbwq3PQm9a0JCld5Xnkb5eDUdsfDDHD+s8DpJdbYB4DUR52DhD0oPW/prfjzx33w3OYBn/+d1A18X6uva05LcDNNo5O3JKW7jBRyvExOFX1m4pZOGniNjfzBZjcAYc5tB8osDRN4J7AzjGudEiQZRbtT7jfX+IgPn5TpD2cwY2kdw5yQxU25zHCgzzDkx4sb99eZQipPASMWCrYE6Dq5xN8pE1VhaK4BJaRTAyWNjTo0a70RV7l6ZqDkpf4zEilD3kN+zNeglGUya7fynohD3TenFSRmddwFXLGozExUuAEhrrXIXGrVulB0ESIZ/i/1D5wUIlBqTYvOBeUzYICjrKZ+yBt6PyXt531jXRXBV8sKO/VPFmEXAlgA3S/jHC9MJ8iES5zHgecC/rv8jIfO/zMuHw2Oxcyv2jvvkfWqdjOjyz/QYI3tIDD4m6uAaXBdgZMkyd2a+3pSJAnOvnhDT09/MjOui/74TlI5SbqgY0I3RbOaq4m9i4F4MxA2KUwJAhsFunoHnClM9flAQdeaYCMl0vkv3AegaeY50nEZhy+dbHMlmG8EJE8vPIdDGQPYu7zzvhjy/aMSanAomYIaUMoG7DTbt7LgFrSrUwaYfdD1bBpXguZkmcDiwG4jKFQNknVl205wH59C5EvUNiCnm6/P6wrkW92iXB/WAPZ1XthWE6bmzSKeqAYWnadeSf4MkNjQsLfmORAXcJzyAdb1h88TyN+5Px/s4MefEx3kQMIgBXBfQ53CE5CzPuXoU8P9j7w+WZUmWJDFMzdw9Ms+99V73YDBDEXJNUsgd+C38a6woEKwACEGKEKRguqe736u652SEuxkXquaRNYvuGiE36IuUrtdV956TmRHhbm6mpqq2ZuDkisNoHd8+Dhx94DIn80Wy8N7HbuJBzPKGjvU4cF6/Ya4Lc+ps9F43AMhENz2XuZDbmNk1tjdR06k2gzzJlGvXwiN5Jn3mwnROROp9oGk6j5mhIzlR0Zv8xZxeRnrPmtTaOusI/pyOAFNGZrbP8xBIyZwZMsHlZzAWN54JeK8zEj6n1uzNOKd0m5N2EsohiNDvvbwnEb7hAVkjZ97XlJr01ptqecrn9mYRyMUts5BwWDO0UM7ntGioR/N22v+Lrz8MovSmsUICEGzdIAMS8FTX2mpko6YkNB7GDY4RgTXlsJxgp26zUXh7KrEt3wWCM/eG7k46Hd2k1U1H0jAHFSymHkpBqLY7kDduhs2oSKFaNxHoLhCi0DPoB7Km7/gGV+pBWkEkegheyS2UPBiQ6XhbJSi/hiajnagkGPIcMduLrx5uFRJW39ruAnlfnpL0997qDoxaTSkUz0Rqs0jSM3EDJcVRQZa9XS2tVKeAAFXm20aQ1jOCCXAFggTv5QeAXxx4wjCODpuuEZMdMHbszDiCsQWoCSzfg1oLGbAZu4AyKGlfXECcBiBKYOtkZCDRXoF+nuxMQpNjkPhKanBTCSIQSFuIKzidpHd460JqIcCNh8cw7A4IxzoIyQ9Ow5nXRRDpYGBrMPRm6E3UdzMCfrsI4hoMp9ElpDk074KYNfWpEWENFSucfEXd6HVN1Oi/mcDUJCrHm3GwqSCpgvJauF4TGIkmP4caP1imlBX8a1tt92tUYlI/R08X5gcca2YuA84I9D7w7KTwWxJAs06JVpPpVkmGkKV79jdTNk0JbfceTBW1x9FxfgFf50lpRu1xMdwsyXQaveHDEi0dVyauqNaXirVGudQGaX7SVx9dz85Jr68959ixcQnFJ8Va0gWvaWOOLqr8wl24ByAwnc+4ckNvfL5FAWW45WjtTCBF74XiCbsSpmRZ67GkR3WQW3X6mEVv+WTJE4t5CCXidVIoYaxR8hxDKzABtuN6ndA19UQYoC6tktcQNZDrlumj1nSj2/1SfHa3t9jvlZtr66WSfu4zsuLeYnOCcag+2wkEoSjCrdFnaLO9aj/fwDzPVF0XIADU9vNAhEAfFSXlneXs7tXkJNm9MClcJz4M+N4bHs4pCj4X2R41830mIN+UJlDUe2dsqINsLTJP1lsckkY8Izi2FmIkPge8D55F54X2+cV1eIydQH4Z4yMq35gLaBfinMB1wdqA985Cv78ZgwdHqaoSAa5zJ4gxJ+brC9c1MY3PwayJBSmjfWeRSRDFUNOUzEweAA2wBssl6YQjh6jPGpXM4iL3Eo5zYeJisWUkm05gS6d3Yg4jg6f23nVhvk4gaARqVQwDEL2WV1YpldvNUJwGolTJos4dMOnQWwdsYZWpbQTaGHj2jgMV+2/gpLUO723nmybaeDXRTIbw3WhOGADP4gRj//PA9eMHvj6/dI7njv226Illo3M0tCU8HFfQKy2tC8RhN9at/Nh+4lcmfDw4Ljsm0J+MsTBO7PMBGHOduRabQw1ImdEmEj0X19+i7H+PLS5vlcpQxWzgOOOKdTVVJbdXYQHejNK+889bos48NMKQ3hRyY+ctmTUNU94qAiaKmVCt/H0OhCbIwIA9RrnY8IaKmgidD3WQCfCpn4PlBoBz2Z4+miWxtDpTEjf4XcMedDZyTrAwiYrJgk6SefMeIazzqtgVqefJDlfbknRU4xSB1htiVqrHGsgx0Y1N5Bq2EQjJYep8STZTMjHmwpgc6mAQizx17cYzPyOA9fvmlFljDMmEoSNdbH3JL2Ag21LSJkjCm0kvxWkLFi/571ywz8RKwycam+2tYwzelwlDSLrBtI9xfCVgYji1o+GYfE7jcaA/DqA3xArMYCPzGnyGQ7kPQNXFNI5tXmaIGcjOyTyVMzQB5b0Z5imD8gw06+jHIOnAGsIkE3ZDLnohzteJnmTun7lwNeCjd0p5uuu2NB4vjY1i97G9QE0NYAxjTifW1W4Oi+1V9WEpEJZARbL6FBiZxLAWNkcXiBYwHuXFGvXK87R6zWkmz+ISewqu1xpx7eFAMcQM2E1cxg+yXpaYOb7PLQLu0BbEWgKlCi/pW3JXfow3I07XUrYWf+D1x6fz6M3pPr9ExdaGJOeHdG454zY3mf+QkWBKQHozeJSzcQW1t+K/ukpJKmBrDku/E5ymEWFksREFjdgGpO6GhUaNW5ZDL5PSG6wx1Fgt1AKFkklTMM6SFvHn1etEGdcqw2bCpCDfFcShwstFQ+LGYZKZKG0k9t9VRwqun8lABI1Pa0wgBGDV12YwyRtVj9ufoxLtOpwqSeZ9xe4gFl2KbyuH+iALRafS71YAKc9g4IIAHtdK1Ard4FXEPUnIHQsTicAvCfwNEs8uxkB1LylK213hdk0yIpBwH9wgBgI9cvo2dUkhlJb3wzgl4OiI2RDXiyM9R2M35QjYy2CvyckALQAVPLYWLjQsJIudc4qepk6zG1obYAxamOoAeiYL/s3Y4fXPc+I6L6x5orWG0QyjNYwxNu36Jlfq8oOHGQbdvunBo0TB6uB0yruamEV6VlUYNjPKfYwFZckFulhZlaCsEJoveULmpFM6uLVbdT209/h8sdlALAgcc6dLSlI3gHiveeYfDITdHMfjgY+P5wYPd9ffHN4HHoOypkwmuKHOsnUaSTeN9Czzy9TiTnd4PzB6w+ukf0B30mLLUC0jsJYBjVTHNMO8JjJP5DHQYQJwgGzYBfbP+gpjZ28zrRoPqBR7q6i3c8pPAaKAhvxFWoN3Gj+WN8LtsC86rw5O5taLSUzvXGvqBCJoApYAp+dI8uJeE7x8d6dC8cdLGlmxGQZ3xTaFrXcTVtsPHfoZddcS23xv+01BcLjAjDRS0c0bJU/OuF8MGRj3RP0ujMCJy/eJzvKT3d7fxX5D3EcX9+fK7cMRJecphs1uByiW69+rBtn3u2QlBlHVC1C6z467agYLi1ZAh7plrbFgXu8xqPw/+LlrTSAD38zxZw88ekc7Dq6j66I0qDraMJoQahKFPw/5F7AwwnkCXydH+DpYDLRGYAUADgJ+MRoNU5sjj0EA/mPBPg7Yj5eAQJAKaw2vFZjCgRKJfJ0EUObi5AJ3+EEmVsTCuq7KH9nhK7NziIFxnbjWROSEjwP9OXAcHeM4GPvHwMbUFMcoRdO6dKMdhBGQ2EWTNWReQJ1zqcxFXQ93EBxwxuI1aRTexO5RSFbs1/NycMzjdRGsGzxD9rrOEAsLe/26MwbX9A6E/Eus8igmfyn2IpR4N3cc3ziuevvCKPZD9/h5DPTekUjG5ckCsPWO0Ztiv++9VwyybAP+eKIfA/Z1MvbXdCkDC+BlzHN6hxn9lNb5Qnx+IZ9PNjgErqU7x6f/xC/rZGUWIMYJak15QALXXXiYt91EsRW72bMbed4IxEBphWS6atkxBxTrz1L5nHIbM5dHoBqDatQEEp5ig1mVWgBMhv3yjXJ39K4cAvRPqwYmfRTYlE2woVPfEbl2I7dyf7di/0HgRxX2AlBcQKoSLfZelYtrv7tqKe4xTrjaUzYBfmaAPiYysAZSTIGbh81GAxtUATKcf5fv637f/X+dX/pvyi0WY4wRIHAjEEbmcdNI6CW/FRNoBpxOJq+BeVmugL1eeF4TjzW5VmKyoaEGtOme1lljxZoZned2ffWgxNoFPK2gVLfy/U0rMDCWZ6L3TvbpecG7k6H39QPLEi+Bdf7LLzgGh4uc8pKaYs/BHA25G6WZiWhOz5LmGGPA3XHForwNE+26tE4PMkqN62mm4ZyJc9EjEEkpaeXvbvLllKQmxO2qnDRANuRSs5bh2BjP18IQC/5qiXF0PH1w/fUnbLjidDXMWWf15pyIBUMO7tcyRTetpWWsIw0EPnJOTkirujPnrrNb60CCUhqIcQxDNjHE1FC/zcDVZEWiBnKgj52f7dwBlH4SmGG9Z2Iqcqpd7L2HNdGMnkhVc7xPzzVgszBzR4cAWufKk+/N3u/ay4HE/IN5/x8/IRKQ+I3dD0E5VWdH0E1+LSbSJjAiMzVpJhBDqLI5wkOTego/yXqU2lx4021Z5XDsdHpTEkSkrOlnm7qf5PnViLEbswZSBpYpOiEfXpmnMZ/gIrf9VbhZ2Tm9O6C8H4WoJ6xVUGXBVreszDHr6vhP/Rf2d7Hkwi8gXNUErGF3U0PgSC0IfooOIcNNcEHu5Mb2p96MlAgihJv1Ugm4umCW2IUQL49/Vzo2UoIFK0Wi6OVLv6OKiN8lmb7nWvi2An9CEEBpDhtEdi0SNgmKbJZTUp/sovqaCaRW59IUTDA6rCsYgVM76H1g8OsebY0yvLMGO56AnchzokViHOxUTkvMqHsxiQRHwPpgN11AysrEeS2seWGMzsQWLDA72BFYsTCvE+s60WLheXSMR0eOjj7GDvhzBa6gERVMaz4CNg0hgKSCTAGPMwIzFgutZNfenR3m1hxNgTCWczrFdSEzMEQVdCsHd5OZMBBi/6xGoy6hc3BrRMVFq6WBViPF08SUkRSMSTZ30DLbzA+UxtjYge2PA89vT4yj7zXKVcr/9eak9LeukbKKJ6A0K6TLb1byH9I9I5lGwIxrYL2wmsBYgzqLN1Mug79Ld+5PTHVhW+/oTjrwMqCvn1vOY4XmN9/eXwUUAwRKVoQmmcQbKJby6wikDcpB3EUjrudancibbry7Ag6N9eMeaJJiRlFdF2OQw2G9yzOLa8Grw47qKGZlxagxtqYDPwscrCTcTcaqRFc5kh13jNV5xkMvYF3U9OY7SYDuUd2wm9kBFBKSivNRElbl1FBXzzq2h5flXYwUDRsyEawRw6i7eNMIeY0FmoAgres84qh6bNDJnGM3DRAABE3UUCffTH44+qQQaBN8X5rNdiW3OowigXnhGYE/OfAYDX48YE9Ng3kcyPPkmEmYgLqEx4SPLhNTJUeS69B0jV0odMb/MsiDpmnZSWBlzcWvUnKuQ52s10RbgXweiNCkhsVJDXmdyJR0poux0tkEikicXyfidWI8Bp+JOWO/zqhYE9frhXkxmX98f+D4/gQeB/rzwY5g61jJyQE5Bb4lBEbw3KS3jzqmi/F6roUZ8v0Rg9Yb13+TvCczcc3Euk5c54kUmFDGzFDHeEHgwtSo5POkZFX7rjrGUROpJP8J3EzgkhOkxtunzn4WS0FGVKMEx8dA//jA45cP9MfgHqzrNrF4W5PRbqdnkeZ3MaQ0gU01olad1Lh2AwFmZL+sT6w14eOBlmRDlzFuxQ42ReinsyLRvOMYHb1Rzx8G9PlzO2IlTD0yQ14n7PmNjGlJrPuQP8aV8LjgJqBFUkrmjDKdX3MXjdXpdtyFJBmFyRijom2v2cAujnZ8C0h6o+kuAJlh5gTqM7fhdWp6B+sH32uPubmKcf09TTErL2Y8qiZ6NrsLT7+B4jAWfs27GB6sTQiiJEIihxviSBnOVvxeO1vn36puCU1AKzNlc3mCQWa41WxfBDeMLBmed3XOqXBNbEnqbhygJPY0R+W94c1woxSbEs76ZqqrjL6QTWf9ikDMiX5eaJMTePQB2BrQTNRUV6yp77fINGwgG3FJWtmG1oRkPE4AjeaiC4hWFbJqvqSPTCaB1pQ32SF26vmJ+OH4csd6PnCMjiPZAL2cQxdCgTeqdpHUpLtjHAPjGLyg88J5nbiy0Qw2HWYT7pxQOzPw2+uF375euBb9UWBPQDELbmSM7EEVAkmCwxT6IFtrQlJaBHrrQFBm1CIx0DGROGUCa6NtyStrAEn3jf/uYvjVZKQ9LBYJkwF0pCFAsMw8BBRBhtw0Ja79mMX0yMrZsGv0jGAMTiDnRIikUENFLBWjEZhz6txu+xwoa4nNDm6u6brYtclSzUoWmXzTetf5oxzSud7XNTdDzKDpWNUAtGIcc4ladbgqR/0Drz8+nacSSoicEW9fwnJTbTNBt3czNJQHSQLyGdjUZqsCGzvYVAdsafTW4cmg6M6grc/oDmrLNKXEk2a3ZqQlpcdGrrhmfQenUDJ905E4Pmrtv9/1vwxLhdoKFQ39DgsJdWxc3id6IFvPWUEbxjG6uj9APaeCNUQz0iHiv/ubNywHVXLyGhjIQXQchkgm8UsfVAuDv16BUQVLgsWOBjxEBJYoUQ1gwZM3Yr2DOqrkKYgKO1h7gprOAnBSQW8lvmXgbyPx3SQN6+oOWiPoNAzWxNKZF/xi8muR8EntMyckkTmy3dgzd1A3HSCb++6UhmDWdxdQ5QYcBwPwJPQTTsbUCo4Lmzp4U8+wtNrmjjUX4rzQHNQchoxkUwZ2MZHXxJwTmBMfAP4knGv1xtGdLoO/FPvEdPSpUCSIFWiNwWGeKcnJwuu6cEViRNDM1oHVOhNKa8jGfoRJf546sCivqPG0CmxrYRZXNOlZEb3TxyAT4TwAl2iVkCRI6RXvp0krn4BbbLCNAGMgjAXX6Bzf+Xg+0Me45X/QeERnouui9hcM2uSZkSA7pt7fBQrVKFBG/CD13m85IGuCvsfRUVtr6I3yomsVyyswumE8OroXmw244n03/nwvk+xMeDHBTncBl3gLmEDMCydse/4gQoCWCu7yWVJQC/ktbFkQAERgwGRILD24KNu9a59nUjICdsU5nUeSuE7g3f0G2fjcBTTo+6YbSgWTkiaUhCEL7MAd65DYvh4ApM8WICzqtdltqF3gJoKJWX1+3avqskYQfLYCMDYAwjNi6/0VfMtLxRqTGUZF/RMVg/nNK1Zjsw8N25QNQDVF4qKemDWNwNvNMpAhpL7aPokKSNIfJSDKr36iscv5YYY/A/iGJAPlGIBRjuJaRywMGPvtdbKgyYRdHEfpnG+L7EDOyhUE6sP2aFAoqXSPstwHSlhrINgGMP5OFuhhjqOzALkuTQOLhZwL3sk+8UHmTFwL8fVi11FntufUKN0AkiyVNTnG/Tkc38G4G8dAG+oYtgYPoK0TG2DTOeYmHKM3WHfMFxst85o4XyeuIFUeagRFp5Y+WhOzj6yxXAs55Q3WfDdjSqYwNZkmA8i50M4L0TrCJr2FXEXexSk61nzTrsubJq0U6uxEmppc2/PKnIyQfqCNjuPjgXYckv+xc96aBgRoAhddIpgkNm8cWABTjscimH5Hfp9tTCThj6ZigXvaE5JitZ2XmZvYLODIa333MRzH86D8VMDK/MljP1CYh8H6gfLUQRinf2CKcaFaoLM42owMK/aGwbyjRpLaW0GJ2s5Q7IpENWMqhyDIyL1eE5wqZ4rkOd52UcH1SINvMR91Hlnjz6QAP2YfBDgYGHaGvWPMHu3tjCSeiywa1Ta5DTPJzKp6ppqnofVJ81sCO5EhQHBRdmT6HsqHihmxRz/LG4K/55s9YAYBnLx/0QS1J38WdeZq3xYj3pxsHP6c7SYq5kRJRE3MQDJNJxtwNYZ5qrGkfJWN7EA7T3QA4+DfzXgDver8ah3wTgm/7nlJGVieuFgn2usBJO5pLjXFJreyAHfB7Vx/DgL53QzDWX9d1xd++y3xFYl4PvHsA2McGI0R7ErD17xwTjLKybhJsXuYG5T/Swg0ms1xweDTkI1//nVd+Lw4/ceRaD60j5jH9uF7YmToegVdoTfHx2jwaJjrFDmfUnM22xeGYuqJhXiQzZfo8DT0rjHFinVVB7EZw1HPLXhWhursVXV3MIeu1M6UK5c/mgvYsCA46qPzsV2p3PweixxrYsL2OQcU2JdEwGV7wNqYwJASLOxBIRADDmTnC3KFySZi52dl86C6mSOxjeCWYkHqrOQe0rUm15V538yn2rO5u4X/8uuPe6I4u3zVeSiGSK61E8sy8HKIbrfNXQwOds4pe1anLWnMVqZJzFt5IWsunG5wDwwZ+XHk4MKS14puM3OP0jC6Izma5A7UtkG33f1Lsz0LvVA0/p0W3xbDCoxIJjrNy1E5d3eSIxyVaAvNKo2h4C290/3aiTmK4qbO+H7dHXqCVrizaBSizgsLy71hDEzeeSmEP1YtUAVNE9ARi9wa1FeMxIyJEADWkJLU1J3O+/ByjXSTm/qqpF03urqmFonHWvibCPyCwNHGrr0Iv5axrmQdBtgYDOAZHJ95XYjWgCEgTt07axASqYT+/SGbo5yg29GpLZShGQuvBhygiWswce6Z6Ai4KJwQCHfLARpWcmyl4UI3ausyprSUCy0WgYnXJ/B64RGBP62JbwnE4wOnUNwySfY6KJ0obwr1T+NIZurEHd4TvhYwL3WL5f8ykvcOorHJANBdpnpBAz+Cee0GF9B2ol+0fp/sGkYQdTbk9mgIARUOSgQik1TTvSLJxEnvok4rCdC+hSRALmkHu6vJ6Q1C5JsxuXWNoPWUaZkZacWoIpsmZ703TgwDWcUzS3bBz+FeFevM6UVgYOKcqp8RYJd3rS0PNHf03jHPkwflKoj153y1OrBqmk0jiBHXRamc4v2mJ2cgpyPLVzAXDDSf3K7+RQtfb7EfRtBt8gBuraEdZGwh2BlZrSkRlhFYpsBNJqLFFNyTbOwtplYiiQK3+ZHsULydDYBiZR3MYmKg/FxScZ/Fe9omd/PnVHjtnqO/dUvq0IDiqDH5jPIYQwHohg3K6z9TsdvU5a2EIMPv5Ka6GcbvumS8V/sPSvpzvZudg52oi8mHNzK3iiL/u9NLhWwC6lpB0yNSZ3Tu+IWggfif18R3A8bxYCcLTOyQuf1gzIkyWzNgUlaC60SeF6IP2KBXVq7JiUgN8klJTZnTDcokSzJY6LSHIcr0yVj4+9Do5M5Cvyd1700UdNKZ2fktUDfdMDOxrhcsLsYpGxrHygk3kQtYE+vzEzlPHA58nwsfny/kB6cnYAwU44KsEX737RWhk3YhAQF0DoOvBVsX/zbFhDLIl8a3D02oy87Yv8geMLEAGxtNCWBdU/uZhYuXl1eSFemeiLy4imOhfCJUiW2JQhoo5cLSqEqw292UNcQ9v8E6WSahnzEtap7HTMrdnMVuEpzhemRXM8D809aiQWxzNOuwWJjrjiEE0RtqWpb74Ohn0CAzdpHMnDUmDXKXYtsYA/NLcWj+3LG/JBN7SiG0Z3HBu2FNPlvkhZUNiJq+yc5vFvgGdrzv/Fk59d6XTCVz57n39BuA+bJXbE7sXDGV57MgupmNbCTqt40NpSzYxNtmWxOE5TWuYuUCqEou9TPNOfXDDdxDBf4AYlSaABSovri95xxkbu2zR6BOjWN1445nKs7kuGoIyiNUzCoX5SnB97DdUb+5/HWoNTjSdR7veiVRzMzIYsyEJi1SjmEZ7CwZHWkqt3YA4bEnOs4U69EI1ravF/w8NVa87W8DRbVt9t4bCPl3+mH5LdPCoW5ZSqrIG0wz2aCSwATORhLcVwGoj1r8ebR9/p/O5zXXxPljYU1+n/HN4P3gujTHYY6HBT5z4QyerTEnvRHtiSvF+FSzFGAssh7INTHhHIG8AjkDDwcMB+ObkTHYWsPQGNBYsmDQZUayUXqaIyS9MSyyydMoLxVT82qO2RjTqX4wtEO+LInts+NO+TuZ1cyVrTtsBa4pxrrAi1hrl70ZempidLFhif2ePMcZu5t8dxCJVURVQEbrBOt4PAdgiZwXGZ4QKOk1Vtlu6Ta0x7VrAZEkVFdUrUsiAAFJqJmbynFwTfnUyOpW9ybEdqq6qUgSkK9fLDEb9/r9519/GERpotwl/Ka+hGhWiVtH9RYAkCGPByZV5VRdspTqKJphX7wp+WIdRp29tw5zolgRC1ht61brlRWMUwW/uiQJTQDCnb+yy5hYYYCTn8DJKNDC1sPFHfiwvzNRzRQ1aUq7aF7ghXAzfRevoh66biXsPDxyHwRM3ovQ51xsRgOs7RmzuyI1DtqUSJeBrKjjlcRWlBdyWg7h1MoFaiQljywdEKJ3r0U2kZtGW29gSFyZVlVoArnkrSJmQoYSpYXHSvzNdeHPsXD0Bn8oUQJ2J9aKng8RHmPxMDQCbflaAE5gPFCjqaxBemUVLcFxk3T95z8AmHy3xvInYq8N0r26kiygBel/bVKSY0gxIZoMZdnBnHMirinwnO7cWQZV14mZiZgX1nmhzwvfLfGLJx4IXOdJEBAF8hAEaovGV25eJzsZFnnPXbLed3EGu4E9nspMWGeqM6xJNBFLAUHtdv4yAZogun3NCYDSFetMQDhejaAeC1jtZR3EGUJso5DkLPUPpBVT8XqjummO5ZQoraLmWnneFGuMU4oI3BmuNbEmE5SjN1lY8GdrTy8lEAFgRqC5gL/eMUbHuiZB2b1n7vs3k8ybl4CSlYZrLpwr0TrptnMu0Rl/3lfr8kBBR4GjqNiPe0xgshraYEpM0repl7ftAZH63WKfZOlcrTwWgEgmDzZIUQ2BXViB7nHLSzbsYJIAqtMHECjfxJfcgAnPK8WtAgrEGKmOhSEVQwv44F7VFWMtqHMjFoHiV77F3mLKVW1fBSNQ8V/QdPml1OfpnzIYv9u0omcXIGL8DjwjgDLx2UdFBotRdSq3PYoACx4f1WzQxyzpvc2wjGytAlP4u74BEAj08VBRYOzqLwB5Xnhk4s/nhV8SOB6D/iZF2wXw+w9Wl3lNyj8igCvoS2UnchzM7IIMHJRf01QB39kdzRnIixdLivMd+xFMZMMJpGTSHNC1DhoSHcBpwGoN7o3TDgZHQM5rYn5dnBjnYDdWayu+Phkj18S8TrR14tvR8f3RcDgkdePodCvvECdzJCXvIfXyTrAzuV+s1QhnyGpEiaaeeUKTRmLBF+Mk2UWnpNVviY8b1iKN+nqdZBY6QeoMNS3M9KNNBZjyuFlMq2Ilcs9Zs9/F/nfTWXa4WRTk6DxKJovdnrkBc/O2gZE6Z5fMiTmhR7kCsL3Wwm+ZdVHFO4zGscfAui5K1SyxzBUbmDOxGTJxngRKFoDrmrjEXMwMzEuGjz/zK4N5krwpEmSuwRvWeSJTEn0MWFM3OphbuvIKwOSfZHQ5Nua4WfSJVAbaHBZqxKmesJq4acnCfLMWQIlLY1PNBWa78k/NvEFiCRiRr2EA3QLdWMIZWLxts1HJIskypn+bueQWJUsy5psBMSYg3owYKWTmyxsvsRnHDHfMqQN6T5Ts4g200T/wLmYz3gpHABXvwT/3N7bAbYZJoIV9WTL5sxnvqwpGVgQEaVsk1tQoe2tsOMbCtOr+L4QnGtgEpQy8coFEngt2Tk1kdMzzrenam6wZGnw0HB8DDse6JlZzjoIv9lxqrdRYZDM2bRaZMCycBwGOZqLGumqpBizf9YTFYq6JRCyxESKxVuJqDecx0B9P1jYgWDXH4PoWaFi+IvOa+PqaWEh8rYmp+oyykoW1wNifgSMCfQBpDa+vF6INNeZ4nqKzUQlMgXtAomGtxHletA5AErRb9KM6z0/gPDGuwErDaQuXSe0BGdEDCPCssjSxu2XO7hp4ogbYsoYF5ry55OVoN4iHWoOwfcbA7uYU8wbVCx5b8uXqTGZCdVeNOmdVtXJh+e2plwV2G/d+nYu0qCiPLcNulBvrU0Vp0CyOz9bmDaSbgB/ek7ZJE9s7KcH1pQSxcrYVEyXvW39QyvnH5TzNSXFPmSDJSd5Fj6zOsVl1ixPeiBxGciwaJ3OkinkZsqoT76JOVafEjOBErImYNLWKTKxrIsKoDXMl0MEuPcfE8ruSKrXU+cwdvAoVMbz9N0Mab75LlhJA+r2QytWEiCGT16VkgkitqHwoIyheQxh28ls9xsxKhG0rT3gqiEiohUO0GJvtUWMMC/VOdYQiBOqoVi5ACiq0t+t4hogxfn+b6iDW9mlM0tYMmfskT5RjaMPqC5cEBCpAmsHWPSHIVuCYgb+NwN9mck7744AfY3vYFHCEiJvJk0GzqsWEGQGU8RhdoQGJMTc9sk4fq0o+5v31VFRQ08uRxejU0ntnAc7Rl8E1lIkBwOE4E+jNqLFs/NnrmlixyFhZlHglpGuPQJwvrPOErYlHBL5Z4FsbOBIYc2J9USuf5jCjBMe7Jj3VIdsoaxmpwQgrOJlElPUltlTKINPVZeQzC6xQN2aRWo7F7jXvp7o1SUR7e9bIHNgt6bWohHOtoLkTiO/UProWJ7IwUbEtQ9pFntaoA0hnoK6kFXbhaB2jySTNjahwIzWxiXLPApXjpb2XzrOSGce8lpKsRQ+AlWgtt7ayjwM+F865kD5BD/d7T+TkAZgXiyEHKfOf50XPl3PidV2Y8XMn0pSsDI6zjtv/OSO34bIr4Q11Blxxig78DZlNiRf3cuS9Dst7idu4YiQNSf084Z008ClfiCHpV7pRcjEn2hgaG6spcvr5tFvWaQU8mmKdgF9Sqe1uZkGJrLqHhWOkEvRVPhFrUQ7YmOikqXjVOVjNgJ0obdCz3v8N2pRXF/1kbIOPUYw4f4v9cTNqajJX5dTlcYU6HxLsIFfW7Q68MVXTleiqY5QwSvqmgPnRkI9Dhat+KwqUVRyON/27MXYfK/A3SPzZgOMY8G8fsOdBanTqLEKdAXUPBJLMuE1vUSwnFtQ0LHBsO7w6O6HnOzlaIoqSlo33dl58RqPBxmD8B7vCHoGm2N+dtP+5WDy2Y9BAFYb59cURrWsRUKvu6XmRkfL5iTgnLE8cBnyY4aN1HMkxz+u88LUW0IthRPZFKvZbGdg684IlLrw1mjLnSTARmmoII1OmNWd3bS4sX9sXiEVukK4s1gnBtLxzkrUgWq+8IAw1tYNwP+OpOeCN63CuuyiFABerYktSm3iTYMRaWNfE+XUBfmE0jpn3g2Oaa5qCNRrumpIsC05a8iHZVyRKVjhPdjkzFq5J75ujy2PLHO1xwOfEeS3ESX8zGjsGcoJxPxd9drglsc4Ln58vdthfJ77mFJPr532ZN9ymjSWhbsB6obeGnJcYS8yZyseQa+HtjdYEqYnO3D7BgnkqX7QGE2vOhBCnGVpAIA52TKs4WJ5rlacsgJ1wM5QhLPuRyicXyOrQxJ6SK2YaZYhrYQBinNhm76XJq3CRWV/AczWr6J9i8ukpQKQmuCm+2RursHJts7f1xfzLdj4OjULGDZTw7qAMOsOwwcrdmdeNZ7gWwyNDzHF6t/BWVocf/FyjVLrr86DG1wzWe2T2gMMUBHRlnXMw+Jrok95W7K6ee2Qs1kL2jnR66Z3meIyG58OxTsN1Ng1VKKlSAm0gV0PMi/FWhbeV7Md4jk1j7pkYyJjoCMq2U758WU0GNoE9JnyeyB+OawxcxwP9+SBQEoF5Ud5+rkAsxuDu9CKJNXnfwpDJJl/mBSDRjGwKh6EN1gtX8H6v68R6PAgCepc6IhRd7xmuMxa+vr4I6oy+fWgiA3leyBdZ7guJs7tkPLnZsIDOcTUlaf5aE3k0XVGJgyenimbyesOYt1NKqoBf+wPY/x7WuK/Foqw6FGLnhjY91+9ifd/oc2IwSbLkYWRkFbnuSQNZxblC9TurUrcUsFJrpFAQ1Ywat1w1sldaUPtITNU9ldZ4T4UGCkdJsrGUT93mf//y6z9jOo+MZcwwoC75oqbdIU24tJJEnLCLmmaFGu2hXrzAJF0fERr76irMmKgaSJ+yOTGMJnoR7BrkRRpQJue3u3OefW/Un8EBz5p4kAQHzG4QhWAsry3U4YD+3EW1isovCvRRHpJKbtS1cFdH3XLrNhdonFseIRU8q+NaS02DjaAdUPLPLSfKhKjeddhosdyYNDvBkdsIp2h6qeKkKGhMzBPseLmQIlR1wcPPjawaJK5z3fqxSSS65FGoJZzApnyK2UIt2sQ3S/wynKO3DGiPBw2OUvTnCB52SrZ2p3YbjekGdFL494hDJPI8+Tvt/ef5cK0PtKF7U93eCBnY0q8kR8CeB59fpLqQ1AcOGEYuTNC/ZQxqqq8ImtrGpNQJYo5nwi0wjMbKlgsjAx9z4iMTj2fHx9Hp1fD1hfMvv+LHL0CzwSEejUBIpLFRkxyZ1nuDXxd1hLtYTXSt3eo+wAm89FD3egVHW86Ja67N0rEQl4BRUeizYZWDeza4d7GA7v2ZqNtMGdLMxLUuorYqHjcg5mVspueVQTq8US7zuiZCrvxjdJg+j7TDhqPTRTzD0CwQlrgWAaPeGLA4GY1ALgqwXPN3xr9mRinIF3B+XTjV5eilJROTRqXo3pvrunD++MKS0eLX68RaP7e5ICfsgF4+a8GWwNvFrtV7F8wU+6Nicm9crBXYMu9JNLEIEMK2kWPKNMwgueGcOLTuM4LdgZcRCJ2Uz5k7fLE7seOjE2yIyW5DSR9ZlKoA188gggWiwMDys3qfVpNv/2CFxl5C3fiQgl9pctbkIMlcCiHaDJz77CnmAQDFKL9jfxQrDLDFn406SwViRPA+sTvD4je2NAMyZs59TlQhCgEZECjjkkSZkthrLp3NBAAY5t/KAKvY4/RyjtA0UoPPiQ9PfDs6DpM/0ccT3g96h8zJMzkCYQJHNlhENl5euWN/GaeaKMQ4lVgPjirXIgWQnKAjYCVVcOfUc5iTU3ceC/btg11GyDMpGc+HGUYQ8O3PA+NxoI2BuSby6wV8vXTW30WcWaK7uljJOPSRgecVeDwSz28PnmGvF66//BWf378j0NBNICSqMcPJVn0c6K3BcZKN0ckIcQNaM8m3df+bph4umdReEysC8zwpRQmyBiyTvYcqfkDQLOLC1o6PTpq2YuQSpb98RazAzOtEFCilPZ0ZkvOQiYTe1Ui7c5Tz66SU9ZEY/cnOtNG3bIyOMTjamE0vTq6aMwAP9G7bSNxMAOPSupmTljjNKat1R3s+4J+fuH68cAkA7WJNV2HJMyv23luvFy40xJxYX194/fj6w93If62vzES2gcgJA03aAyGWxIX2GMjlNGN2TuxS6aJTtSb5DDGFq/iJ+0PMVDhLJqp/CjAAQrl+tRa19vMtB+IbsaveqiHYAKjocijfFZBoZFVNnfv0rpB5+WZGAwuaFDLZqe+IzZTdjMB9GQLxBZ2YQGCSbDSYoPy8rMxpsRuPIT+IYg6rPafCPZknAiKwV+wRmF2/w83BfxcgY3B0Y+21CoAX+GEqmBk9wVwS4F7OhK2Ex6LMHzRNnXWep64ZQVaZqhJTTWfKAbPRzDTmBY8GvC5c6Zhqyle9YxZi8jQCB8Vo9o5cpx657TPT3NDUGAYIPJTZdlpy5P3keutIDQ5gIX/FxPz6gdfngT6GyC6L55cRwJrXi3WoNyxNzCsmPGs3w2tNXCthNmGWGN7xI26j4bwuDEnrZywQypW/GBxma0uA42Se+mqciBYw/JiJ17yQ60KfCxGJqWEjJd3BBgvvWmIbKO9/TIzehffec9fEraUGBrrucYoJibt2rc9kWlB/7kiohmtte1TV3jUwNyiJcCrHyzdZTr0fJPvz1uBiP2bmnhxYsutioceSVFDea1FThMa4CQcwsR3LX0i1u+W+F8U+izn5Z95+J8v+l15/GETJkGmcdG1dnfBVaKcBbs5DsNOhmo7ySgKr0FXS4kbqrwuJbSadcGaRETCTBc68gAOGZ+chHwlcc+1AvECKWmtdYy0bEUsrHDiFF9zYa+z/gZJrUYqK/y2MAUJsQ4GMWsB10zyNbyN8WtRW0zXkNr3sTpO0ZgU4KYAldhINcPNDOIVwcBRWASVAALApush7QoMAj3e370KNTAtRVYbew/ZHh9qjxVJxD4xm6v5yJOx6Y/TQpK66nvjde2cujASeBo4bNG5uPh/xWVSMkMnOwG+5ZBAIjSDUpp5LtGGXni9Jd4pJBysBK6Se2j1BovSTCRZz7rAOrNdJVHmJQp1kZZQPTEfiwYsklbjGqs5JyrSMjQypYonJKWlpBPU+APySie8Anu54PjmRoHng67ff8KN1zOMBM5os9k4Q4ZpMhq+cGwkl9ZgB1NR5XDJTK7DSvMG7Ng7IsIg3vwl2HhbW5D2we5Htg6+6oE2gTGbs0aXapBx3q/fdMozM7Umxl7KRrmvuosYSZG1ueBjwMZpGzTmR6Obox0Brnfu3G9yWJixRjgYdyFHB2RiYlpBrgwp+GZXWCO6cFxOAMTCsGF7qtgZlSgEVzrEQ82SBtSZaSvb3E7940CwWsr2jOdlb0VxUqbvrMTqBlrV0QBW9v/xATLHfDJjsJjckXOOssegPsgCu4WRyeYyONhoiSLuvmBCiJ/sI+utAHhukADIWp8D4t6QjK7QqKUrzbayaqO4Ki8SQVIDsmMU4IBAGzsTV7N4zKWAjxE6jcWa7qbCV+Cewo7z2OpMFJomVRGtAiUCd2CALf5vXkNqPodiPSrIz9Lu10ZX4uwHp+v5grOwOrIS3RQPfi4yUJfp2GTmXQWkCfP6xCD6JcdaReDTDeDz2GPY+aNjJLlfSO0SsOIN8mXT22iCjoCQ6CPkmySur2CA4DgIEdY46qdIEjAvAUle5OQ24v05OeJMxoi3GfjcaxXYYRnMAZE62RglbaCKQx5KBHs3zCviPBNIN3oAnHN8y8Q2JR+94fHxD/zjQHHj9+BVfMKw+4N6B5DSG0TvmeSFmYGLSrwum2C9Twe7wxUkMcHa61wzKnUeIzkwQPbVHoBhJCdpUkVeLR7mE7m95Frg3+qDUejHeW/o8yD9qLsV+/N7UF6ZuI59nk6eXdcb+YYbnMXA8yPDhudXQjwOtDwFmBkfALdTMItOX5w9ZOuUns+ZiF9XksWWT+1cFfV4nZWnHwBgDNYkwFqf25VoqVAOYE+FfbC7Miaaz5Wd+eetY60KkxstnANaRQb+cmHMXuDuWes1o5GSzvqdpFtvPUGaQuQBKhe/Cqpiipm6xS76z42akijblv/DdyNneT2YAKgcWOF8seHcYKFdmSVLADbAkRbO0zb5pycZV82TRua/vrVjUuVYQEZLyENOIb98Mw7swo58DpYFZ7I8oCTc0Ijb3eVSy6Mp7YCUnAszEwsrK9cmoy5LEGCfLuN2yiDp7Qs+uGnMlKw0AZguYAteTckeT796CYV4BWxfaeQJxyd6B72rO0boJ+iyV8Tvlfhzha8mmp/waKAcywEsy7s48X9NpEJO1XWf+7ZILpBOsylyAdwJzNmBDFVAAvk5cE2KqT8wfP3C2gegDPg60YB3avWMK3M8ga6K1TgGaiTHeBvp64TWBr+vClaHnvPBoHaM765lFydK1Jo6IDcqU2bKbY3VNwARrnfO6KDsB0NbEek3EOdGV5y4rHzGNlW6O0YxTxQRMlJlx03GbkgVlPVflYjtu7zoXyJjcn8mBHqgqOhNpTfsxWFPX+VBAh3d5Ixp2o15rk+vaxVy0vbbhXfmEwyLoYSajaoCyS9Y9tF9INX5SXi/s65OZRHs4yXQSGjADIE3DCW5wcV+DasQa5Yycsgx4M3j5Z15/GERxdSduHwv2rLyQXhT1uZFqmjewQgmv0Nm3h4IdclKLnosKHbAM0kYTWGvipYt/DplxBieV1IjjZo6rkT7UFNjYMdIBn7xZITTCBGa4EAoWVkHwZKNWpG4JYhDF6JZulPdIrMQEacGlKXNjd4vz42nM2zv15bfXie1GJOlNqe9im5KVKsxDTJICQO77Xf9dC1YLxJr0+A7gLkYKJfTqzlb5GQsIjQFEIoJgxFB+uoBN64vNMMDtUeLQ7wIjAt8s8U2Sje6ObkxQiaZ3ASjqkjq2YRwCyNJJm5wpb5ycTJ9GUCRfotSHNKFl8lgdy0wgZCCcBu+kljnAhFUIrJVhk0FmukBPyndpQsZkYZ4XkWUDDmNnIYPsFTcgV+7xqiOBb0fDd294Pg66ZreGAcdHTDyuC2fcCVrvmqyQIfYHCzZESpspSUwEpWTV3TAFCdMkg80u4sKaqE5ywi4ergx67LY0N6H3Av8KmlSBV+vLazJDQjIDmdZyN91JToaol5VguCSrgT4ajsfA83mgj46lkcO9OcYe+1xTO3hQZRrm+WLi7ixG+ZW0VyJpNllFqBWYErpuw8fRMQPsfDfHSEnxjKE91tpMsgggLDAcGEfDoxnOr9cfDZP/Kl+utcIDm88G3gikmOKVQLLsnYlHgQoCIQqQYKRtAgT431Zxv8CWWLCpxHZOvCKRsfDsBKGxAlcEABaXDqAdU1ICxgjP2wwt6qCMAnx9ezEAYJxYZEVstsyixI0U3dx07hQLomJzzCCIH4tnZCU/wXjmoK6ehslNsR/yqoDOINygBmwnSFhAujpa9T2BnQADylebCT8un7DyKSDtONTV4TH7fu2MvTklvTODDXarKHfhiV3eQdMUeysHKfmNGccVW6KvhQ8DPh4HGXwyk6RPkXqVK5D54v41wCap9GiOVGFtTeujwBDUsebwoyG/lByk/LOaI30A3nhPjJ9jIPjunUxAN8N8nQKXkya2SywPsw2ip9a9AYjzwvrxhfz6QkdiDJ7la9VIb5eXDLuKrTV8Gx3fxoHHtwf6aPDxQIfjOSeO6+KYYvULmsbel4YfuRAXeO1LCeFcMsAmzbx1GgXW2mneyJpNhXbnRLVL3TZAHlw4NpjozWEz9z4gbpjs2guABnjPzSrWEkCvJD2sYj9zQYids1lFzehDcQwc3544vj3RjwMhD7DWBKAMSXta52Svrk7o+mKHsDk8ddbtopJgXAp4LLZursA1mcg/HgeZtGshWkOvPE/rt9g/VXjEYuzvR8fh+N0Z/TO+MhfzMLwIsD4+NECCccUAWH9sg1DTBBXWZsH9GAIYicapaIOKnIr52MAspQehDjVA76q2wV9On4Jkbe+zLL3SAv1/AhMQXZ8TSwhcpKUmMApohRqEwYaQZ97ToABke6sl3lkAvEtvsVfXUGS/ytcFTCAhdph+wJtqD12BQMJ6J9rUsQAs10krLy9gfyfWNrd0BZJuVD7E9+N73kboZP2H6h+5Q+4aDaY6xLHPb06MdJ155OhjLrINWDloH5b3VbHkE60FbNBrhWdII3A6nLlDONa8kGgIXARIesUdevtZJEYnGHdpOAKMKgUWaR2VV3AsPQGVmAt2GpAnB2fMiRUX4sdvOFtH//hAGw398eR9uLDz4+H0yzRv9IxSLdvbwBgLF4KqZQMOS4wWnCAbhq+VmJY4z4ljTI1PX6ydGyXJMauIF2j7GjBbeD4GzAJ9TeTF5zu7IRX7zW5QmXdaz1VAWoVxWCkI+HdeuQP0+34TIaopjKlpTI11PvO0pj0sMKIq+ixWlTEea7W5VQ0A/Y72mRgnmQQjS9BEIM/3dvGgZwuySAlTDGMxynjiiOEmqwp9zwyakudKkNyrxla9uSTZAeVxUVJFrl1Ye4sr//zrD4MoYzTMizdoRSW+UEFehY2ekyUi+/7CHI1Fx1vb0g8A6kLpnlfZJYpnJyaAChgLWOyEj97QG9Cs4ZLee8kM1YwSIzN1PkRvsr3I6tEnkI4y5StaLzTaz2AoY9rMO15WB9si0VoFJQah8k5ggSnpU3UhOw+YlOcLUsauMCVDBDV4sNc31Hfv/HZza+QJuriV+eCbFtK5YJGarpBAJPXfVfgWgJIwSYGwE2yrQ2o1Jbb3/fOVmKGxpCifmEp2DW48PB8JfDPDs1Oe0czRdIg5wM3ipGi7T8lx1IFYC9krySdYQ8q2KPipLLEZO3Jsx8FsaFqGFWbGw8D53QDQWEuHsQWks6/kkv+4O5r0rUdvmzJ4LcCuE21Oal8bUVNoKkAaOBN9Ul/vGZwe0zlWbCUwW8MaAz0CRzfkoN471QlHpx7QjV5Dc7HYXwUUFp0TNEgavaGPzmdsPATRbB9e3h3H6FjzwprAsgU3ae5tbTAQkUDL3b1l8iJzqMQ2aAIq0VyI8pfRfWNQLYYO/3B3IbRnEgTpLjTkAnp39D7wPAY+joNdHhV5vRXIGchpeM1QbDBp21OyvxpDyVL+kv4x16IeHkB/HETxq2ts8jRS4IxkMrCSPkAtE30OfDwP9Ifh6BWwfs4XTRpPxX4CJ66EeR/ORhkPmR9aF06PG1wXQQPtc+4XB3LdgJ8qaoIvZCRaFjC9YBdjbx8HmjG5oZUNaZnrPLk+5hL7yfehf0ttCJpVQC8Q0MSGsQWxzuxmaKB+nGyWFNi7wWboO6zAwhTAyNhDEIFyC+uDXTUd4NUxbOr883PKoFfg+qDs07ORARM6Fd50xzCCQuVdwGQnS5FBGjgapR5rbd+hxBu4AtyU31ax3/dY3JGAr7UZcctvQ3Lo8RXj5TDDR294jIE+BhmYWQCPfsmd4xEtyRpsQH5eNA7unMQHAcpofoPqUT/fyFaJCczGiQ7bgOEG5kjz5bfMpgIheXbX2WsJJU6uWN8xbCEbY1kTGIuvT7Tr4jp5dCaZ6vKkB+K6EHOiu8Nboo0D7fmAjcHY4o71ONAdOMSq8aNTauT06MreSW5KYF5rF/XWk+tEyYgD6L0z9lfn2pySV+UD3hv6Y2D+ehLkb442HWEXz9Z5yRRd3WvlUQlIGsZ7WXnCXp9zyrB27buNBJmvrbwwbDOPMxaNjY3sAwe7p0Psk8fzwPP5wBg0X3SnjJWd5kBejrjIrGJeSDPZOqOmzqwweiCZc6rOdV5kp3880Zeu0xjnp+7r9ouz+1xrkViPA4+PJ8bHgdFrXf2kL2vAuihC6B0JNirL9y+aIS/JB9V92WxugDHeOmhEM3RU2O75VX5dAEMpBssbESAAExmMc0GwrNYnZnLdAzwzFPgC5QMIysqU5C1TM/BizG/eKOc2YKg4LUNxk4ltyfHN2t3ctAI0+Jn03riZ3ZWRlEklc85UqqzmaJVpAgCKLego2b/AAHO0rkYGsz9+PwEivEf8e09efQGNkTyHbzmtbVC6oJNqsEZJOiTzdJmNtmbI6IhcWCHZLTrMA80usrPnhdsEl+8R4L0lwJIwHFCfmr/bG1p3jN7hvdGHComVhtYO2GzAeSIwVR+E4rryj7kUf4rtysYK0uCNEvzxYMMuYBg/vvD1I4EXQaxcE/M8kT9+RTZg9u9w3bNMQ7eGaZdA+LJg4NpwM/SR+Hg8YXNs1QVrqAFYMm7ZwDkpQ57zwlr0/0iXLEXrzS3xGB0BTjr6uoDwRE4NOGFPBau5gBjbdSD/paEmnBrLINWnys1dYIWpBk6CDaZczd03MG1JZnDVRShulEgFlDxDNazkN9sLiP+OkhFtZhRQJr0FqCA5zKM8IMkOnFvqVsNedu0NqKGsXGUDiAUQ1bADbapFFQxxNuWTYEM8zNlg2jUMwd1KIxxSL/yB1x8HUfoAVLCEQZ07CCCh7wGMVEy71n5YZPGtgsQEqtzYaHMXxaNQIt4A0p6ZIFZwLdYoDBi94+mGtTrOeVGrN4VUoW/tICfM3DIDUu2EtlpRmJS8gt3KVuY5ucPRjYoryNgeMaA4DWrqqpCs8clhZF/Q4LCS5XpMQGZgislQm3T7o1bQ0AFTZwLrDQVR3Ahk0ZZgQphV3HiW8U4xO5R01UWl6OsmaZKCuRnplgQD+TvNqE1bpSXO5MGaYHcpEyMCH81x9IbmDd0bWhAcqM1EjYcDl+2OLFHIIPW++wY2uHml7+4Hn9s4eGB+ncgfX8gPAMfQza2CqaB4ntaxcHekdRDCCcYwICsAeUMT8u+Z8HUhItGmDoymgCpQChGUAqyAJ9A0njlaw4Jzyo9rxGszLG/w54NsmvquZlhJ6QqXKGmM7kAT+7JAwalC83EcOHqTZEzdAS2BJU+Dpe5OrIloRh8jIxAT10m2SwYNFpXEWpLqyrNd+zVoNAhU10MsgEoQtlxPMUGBdQVwnZx+422Q3qM66WGGYxAIQmui7JmKU1ILLwCXceRnarSluwkEWdsPAjCyVyIwZ+K8TlzXIj2zD5izO3nNya8Z9Ay65sSl7irW4oQmaO33timoP/NrPI4NVGf6lo7sQ1LPzt1gwZYMzfgIMqpdruS5Dn8VWk5gIlaDuQBhrUPK1ygBYTxn/Bij49loenfVZCV1TrL1HdfoSM9uCmmbLMQrASGLUB0edWiaF726ZJnlLVU00NxyzEwQAAA4BWoSXCmD9YSxUyqpRO0dg8mvg5/bAGzPltCZE2BsqqRH52JUwgjspBoQsKoKJIoGDSUP/Bfqm3eBAElxFP/NJEvFTkj4RZLgtDtcU4SKF5ipgjsIWPgCRgaeveMQs6yJaePI3TFDV+xfAkeczw3XIjBb/iwCXcg0M9jgesHzweTz8wX89gPIb8Bj3NkWoGelrnfUGlv0B6sizxw2Osrk3WUMaL2hLSPwvy7EtTi687rgRxmfkpGasQgIXRc8ksVE51kW5gjw2rI1TiZrHXgekq9hn+Ur2ZGEm8A2gde1X9zRhmNcBj8GHo8HxuhM1FfsYy9hnGyTiWhk5cSciNkYU8HnvV4vxv4VSAvJ9Byeix4XYLFLFgJlNbRCKK269j+F+Lvj7U5ZnBuB6nlOfp/xoI9d5/5pTolefxzyuyngEwI1gAs86xbYKewFgmfJW9eO/TX+cl4XztcL85ws/I8DWJOGkefFeynwfE5+t6CBGK9fPjno9NsR1+enfZV8x3whUlM2stjMRk+q5jyL9fMm9m7l+gnlhqZmn5oyGwqRmST/Q/+jBJyxN5jDK53jD0mmLeZTmiGabXNkh5NZ2Bw16joVXJmHJse+9rsx486x46oSUHSSYrSwBrF7TLvivElehISaBSrqUGwWdbiBu2iTf9j2pUrcub4YmRGTACyw9+M2+M67+VtnZNRZpe9/T+qRXDkCmhmEKoy3zxfKR4NnZQSnU06jLx7P/rX9wkq6R/ZO8AxbvMeWYmRW8aDPsVgEWQSEo3Vkb5iboclzRgJN3cIBrIX1ujb4s6whgnkI1sRNQ9HnqM7k2zkeHw90b7hk+Eop1xcyONVsXRdwnsAYmI2yYnfALSTxN8qYvKF7qAaSbMgb2qPhEKjVJcuKoMym2wNYC399nXjNietio38YOIVOgMdqHX3c63Uh8fWayPOliTfArCZHu9dodxX8VR/XmdKtVMCS0sk7REB5VUhOM6ndICofGpq5+l5DoXUaAPMGM5maa88UMz1T4FutQduNtqwJqtBIY1Qjieu+alpTMw313+4E4mvN++0lVvVOYQuVP1qKqVMsxATvrSw+cnHya2ucSmcAducJasC85RP/3OsPgyjQKD5aFsuV1wxmBA3IkAgiUFbIkL3NHs+bXqSCJ5UU8ma1yhyxKcTSMDIpV2KhxdO84TgGu8cnMF8vBvy1NuU/U/Sk6sArASaLIxXMFZTCqYmyUKJaarAb1UVWQrql4Py7uZB2J/98ICD9lMtXn1+FaaprqxuSRM5vSnZ12nVfFfYq6arvUH+zAR4YzOWl/hZkV/2w5e8OJ9SBpnGKNe3HBToQRY99WMDYNHMjYLBK1qEgDSSNVJF4tI7eCKBQchJiPUDsFiX5QXQxJ0cFk8quw1UHZ7wu5NfFDuvDYO1BFgqAxMkk+5yw1u8CYN8wvbSpK3mGTDJhDnT5tmTCRQs2aXUtmHjnDHjpOI3dNBgQ14XU0eRJP4CW9ApZmeyOiboPGGYYLnfEMfg+SqIJNvH6CZglQt2FKi5fkTTJU6e9HQPeB5ovXDipyIJJQmYok8kobe2cKGaIg9+dHR6w86eODgV6vtFgvIF3S0yplUyYlnE/1XIyFXsGjmKboTHgScplNxZaXeh+esNEg2clCKK5ronQdIU5F9Zksv9a0sAHvSmuVTpTJQceWK+JebF7xrGZnfIAM0DjLJlE870zypiTQX8ZMFfgmoHuHb0ffzhM/qt8tQ60KdZXMJkyJyDRm4LPooGcNZhTRhXbeDKwJ+QovgUKAFARnYHMRjf7XPKqKc8MvP3DLkl/PhjbXi/gxyf3o09K4pRozsXvWbIeMi06U7SK0+Abr7kwRe90dZ+zPLWiOjdAmmNmcKR7BOJaSM8tMTQVCq4k2QSeWxWI4fLWsh3IV6QKUCbQnmViXkA1CslGAeeAYn+o48rDkfdUoXb/rC70ncHCM6oBQSlcCohlIyEEQKz9WWYEMdyMoFWQAVRTWABKmI5WwKjMUd3ga9EhP8mEgbNosZLiFQh6tBs0SNuxHz+++CV+AWx8g/UODAM+vzi1oF3U1Yt2bopNNFwQIF1X0hyGgTLbhnESmBycbmbKYoKeJ4DXRePiFHy0uHrj8wuIhcwHTbuviWaBPJ1jhNfasT+hYU7myIMg0E5Ge8NoBHSQdaaCZ5YmDV6ZuABE5+jl9nwo9hM8uP7T2J+cbkXZTQDXyXM6JU0+TxV0CfdjA4uU8+TvwTRUQ0xnvvKNymaqqOYGTXiymzzLdyRMo2XBCUhmBJG8YyWZn/RkU+yfE3Gx4JjXJBW/LZxroe/Yf+33Nzf0xulu67owXyclfr2jCQwxv3CdU+B8YF0L13kJEOY6WUrMp55dbx19PP7zYuW/tpc5ZlwELFpDrAtpHeXR4b1r5HFl5jvL4usN+GIs4nmRqDVUzAT5d6RBWgiaggYbtDUtR2+qbrTyvJKdoWyCd2SHUBPKAYJ5avmd7PMHBRiS5VHNN5V2aCbA0H0zye9x9JQLAKmJvPrznbbrc2p7VDCAABgr5ssbu0a/at4ZX8DYTON1GeoDzE+tyTul7oDeG2qeOic/7j3Klh6/05KfGMS60bm81JE3Af6uuzR1ETW9hb5mlxjZFzImEkYp1kqk9b0GgGKZDk7hsjqvgJicPunJ85Ueh4YIk1+Tw9sBy5N3JhdDe0z5kFWTNQGEJKoXwg6cabCkn2Zvho9Q8zACYZNj0K+L8XE92Ww0vtVqHRYstI8+1BAY+FoLcVJu7+gEftzRHfR5yoDPhV/c8KePJ9Zc+PbXxN+fEz/OE5cRLIq5ZBdA1jvax2ZjnAKO1hflprXOi30RWk/NJX91EEXR4smEfOEW0BqnQJmhTsICQaF/N+U1CTW6G59dqtmeWkMFfOyGk+p86Ox0gSvv8aP852A0/m7bOwsIOIqMSdC1gJ4EwOYq5uT39gI1E3OZalFV8HrLlOlxXVk1oZekqBxion0oTMDlhVfnWhEK2vt1/DOvPwyirJVExNwwQSqUqWtUNDZSZYNzrl2gy5IGNQiwZMEICoqWcguugJLQWK21naQBelQQSGkKAkxIFoBFki2LYCFbhe4uABEL3eTwjQJvqimqbrqxiIwVquxtB9Myc0WtFxRlPQAxYGBG6pimyBRIkm67ywdgI90eKRDabrpg/WN3sC2WzI7KJiqUDoOiVDUzTaJpW3K61259eQCbooh38CXvn4xE1hvgraMKbDOffRgYr61kEZaBHonnQ+Nr7R61hQDyIqCA4AHYZsAnO1tLCWrSXEUdbFHVpjqmzYBBYz12se0+vJXIswUGIKpHW3u8fo4XTr+D92fJDnILoGegGxPBrUWfE7FEEbZiIvGay3jMjS7U3h3xIr14GimOFglcgRkn5uMBa4OggQomav07E/cIXmo0IIDTE68AYi2cF++XH0MjvV0Gz5J2KVmphHdJrtVACUGulISL45gTEHUeWwZUm05SZXUElKLkXTwtFRs3BTdh0jmm1vXrmohI9N5xHAPP48DjkF9C62jeOVa0NMIZaoIH5tSEqwhKfIz7BovXWcUcqrMIdl3nRdPIx9ExOkdosqPuaM73CwP1vZW6FMBpJsZDYrjRy6bW1k/6irnE4HAygibBRbS+JS9cN3xOLThlI8RY2oaBC6KvUmcdmuzkMJj3bVo85xJDCjCoCHXnwS7669K4xDAyXzgqjz4s1hj7A0DOSa+LXqAr41kxFcvbC53+JkiB6IoN74G02CCozqYYMIChf7gYT65OPfd0KuGpJBKNcpumQJ/QuVlJdnVCkyO7y3uiqMpZRf4bKEyTTb+fRSXvWTgNE4bN/N3xnCw0FAhJ2ihQAE9tbDD2o6vDqMId6h7Sm+JCR9JAuxgo2tcm+Z8FpSnmRh+SkCm0WG2p5NIKxEmQnTKDzMTeSTN2BxoQTk35lrCaLlCjR+tWVKFizYAwgl6rbjiAbDIWT/TFTuNCwlYg5gvr60J8fSEz0Y4ukD/ZQDJ24z0D/u2AlTnsXBzBHsEk+JqYMzBbhw3en1jKhlqDPw9gXpQTAhjK6M4InJGIuTBfE2slju+DHiIa1VpsjZIuRbH0JsFhTsO7z4WYE/Hjk/dGwA1v1r2u9loyFbT5ZpgcjMsorM21ZNLIfJQfw6V70Y6B40npznFo4lEn3b6V/w94xmeItj4Joufu6AIu/wNO6eK9gJhQE4a4LszzggEYx8AYnUW7mFlNRthsEQQ6+FkliSh/PBPNvI//lYXIkJeImMgJ4KD8OBYB7rVSk7YStBqt6X6MU83L/yo38xDq1nOkcUP2+qRG4HqznaoyWgBomllSITYJyfCthLew5O03BdH9UTkq6EVhKXk543Azv8//glYyb2bIzi/J9nYBKTfscbPZK2yyjQReN3ZJwZ+utyz2oQL1DUQyTs2Yb58AnTt1gmldRrxZBCRqMESqFVYeltt4NwGWrqb4Lq+YAmCS99vi/r2UZL0ZGe5lX7BHpVctmDe7Hp7AhZ2nuzf0TlZ+gH40VtJ1F9Cq+IzGxNPM4X0g+8XJaqg8bgARBEgB7OmkDv5+hTNMLHziNOZ1j9Hhx8D4+MBjyicSNOFe1wm8vuBjIL1psokmxzmlyswrVPcE69oVE+s4yPwLIF8LkRMfa+HffDzxyxiwcaDNC3n9hrhOfJkRsO16PpGsWZVoZFIG5UnJqIchHg3ebEtsywOK9WMgg6b7zVXdOeWfBYbcB2IBHxW/fefq2HUx62Cqj3mOsx+hHAYQE4TfmfYZzA8hqwdojTju6bw1yZdgSWrf0HsuZuh3rB5edYIIpJTnREL5vOrXO5vZa7jyKLOGzEWiRcX2YtJmaBIX88IwetIQ62kCUAp9+OdffxhEaWYaVQVEUp/N4p4JQ82jdsM2KmJLrm35xDaONSZlhtwPpYAU+hUQVSwnDBrUpuawV+C0HUgB7IURyp57N8CBa+X2SbBu0n4pAVw3Cs5nRz2z0o23q1fSXFgKcz1275QMAoFcDUv3iAE7bzBGwQ7A1sS9B+INY9yZr+6PittKdEzvl4HtJMcf3/EXKkw2qvZ+JaVTShBAquBvRZ9OFcFip6z7+zBghtzX+R4OMgzWIhPjw4APN3SjZwDRRhWpStAsA1hMpK2l6GlDd12nYZeRWHe0jyfHUvYGez64qdyJfnf+LqnedhcmdWe3BwP/jiSbuq/8jobkn4e6yMU4UqeUoAHvR61BZOwJBfUASD0D0huWXwhnkrYZHfPCnIlohzarESBKHYvmQCReXyfSDI/HwPFwHC3gM/EViVOcn+ZNBSVwnuzaIRIOdQrFGMNcmx1jE0jwniMWMK+dZEQsrFicbCNjV24lHZRVmO1jPRmg9Ax7GwJbKpEXAyUovfv28cC3jyeT6GMwiXaXaSHX1sqbEbXW4pjVxdF6vbqNKiRn6LOB7R1QiZ1n8MD0tvsuvHIl/XrW9TzhwAqjykDjb3sreZltz4qf9eUu2cMKRE6u/WKfzAlXQUSYTSCvGaI3TqiB6NJNhfz7AS5hoDtI4xeQ0XTgWWKzlNgNFJU6AKDkgTQiVA3JQ81dbKLJxMNMrJmQjKewBRP9WhK9AkgKSEixLpXQuwr3vGhq7ZPGlvkYWIqn4OVvwCOw1C0iK6bkkakEurpKAFDcSEDfTYUi9DuVuIrWgv1hYAQyZfFZ4EalFUpGilGJfEuCdQ+YX78XzPr9CgZzAkMdKn2eC8xskXgOw7PRKJrpoL6HYm8xG2xBfluQmTZNaes+F6PQRod//4b2GMDRYd8+CNx5A+LFfORxAEffgPt7PzdN11WyqJpyBKeyNRTXBMTCGSscDkuyHeLHi/5Pi2Owfci0bk7gqmJNIxWHJvnMtdmZC5Su4LrI4Pv4Rs13c+BUHCokIgLn5wvpjsfjwHg0HA3wa+ErJrvnJr26kwI/z4n5uhj7dZbHmoz910SHqXFBxqx1eclcpxoWtgF3CzaaWMyoa7/zi+rz888yKBmyTpNbV+JRQM1c7EaP0fH89oFv377heDzfpvB0eaIxuWURZDxTZmDOiyOaAU63ajLKD04GWipwMgNriZ590ex6DHosLK1CGATCit10MVY0V/Ht7Kx2+fG0kmvUmfwTv4ppRjlyU2xnvh/rBKxrf4PnpN+7MIy5nltJhBei5DfBosfBphqafmspslSIS+asEUHgE7mZJxIaYPt8FLO3GraK3wDzh2KfQ8VcFYHc81Wf8Dyx+pyonITx6+5xY+ceADEDLzkFgPL3q5w8i1Wp69/TzXQOvDdS+f6JDoKj0HlKWwIBBiiWPnYOWt+7QhrvzT25MjeowpvL73oPuWA9r8/z+5uwaOeUGoOAB36wvKEm5Y6Rm0ltCwLMAWsNR28Y40C4iwFnQEys4BQtP/Sw4bCpmkj5ZzruaZ0C+xPYwIYZrbRyBWaGVA9BJkYapr3wCcP6eKI7z7vx8YFwTnpdAaxzIp6SZ3aN4/XB67WGfwrAToKCUSBgAmYdMQNfRgbbb+eFz/ML/xaJfzsGHI4Omq1/R+LH68SZidWpWqhJNxGMOdVMWElCgglMTAbavfocqZzrBgrLazKtzhVQatVoT9CqjkM13CHwJ2FolAPJG4thj74hs5rkKmx7o62De2dsbW8xUkM9clHuFGZ6f2xAej+7WrN73eSuod4BRVOjh9mIbXDFQsAs7A4WBRAJDERQhRKaJsZ7d8e2AARuNtWz4ISoiiN/4PXHmSiilRFx1QWZb2d7yxAFV3TtCmi4O2IOJuSMeSrkhUhk8MYWokv3fAIPvZHZ0kWbgtNaoRMl2OjxSmOyMxe805x2WAIXRw1/YQrN5iI0yzsxBVBjLLnYojIxBqAoA6Y3wGH/zkJAUz40ncUgTfPvXLgAAQAASURBVJqZCjUlp6k58SltYSZyByWFUdG2YTX6jcX6du7eSXdiE7yzEmZIasHPdkZ6/owJrFEBUs/Q/U62TUlVxW4tNz7b/d/1l2U8RWDqWIkPdxxmpO2mib3EuO3OxD2rQBIrBvKhCFbhPHzEYrGHAaO9IUT1tB2ZF5PPwynPaSUJSyXONzWTDkWhsXMEkiyCiecCcHJ8cY1nNB1qpLnzv+mxwMRtTmxwwQ2UyjgN12YCdnSENyxzocy4pV0ZsEmjZXdpICNoJBuLFHcYXpm4ujSHDkwDLmluvRflcWFeF3JegBG0yLXophQLZoFu4LWdF0HM0bevBZOCqe6ipiCY6G/5FrSg+59rF5/rDJyzPB4CLeiPZIsodTPD4+j4/u0Dz28fGI8nmsaGjk6WyPDq+ge7xJmiws+3ZJmf543Ss3lxPOpauYEby0DOQDrNymieWWtf8pySDqSCfNb+Z5O9Nd9sOSLXogL/0SD5r/S1dM8WBDCAcYPJqA5excQ9/lZgNpMN9n5NrDwm0ToTnAyVFaQR1zhrJrYssruxMN+O9IBGR2J3OSMNcy7G/tbQG43hsOiFcO7JQvqeOgfKiLBGGjuAdxO+OhOqM2oA19aEElOxbSYlhdnL9I/paRUEoXuA/V46pAu0BoCSOCrQRmovR9xnjtb7nTBgJxWwO6mHGWRn8cYWMpQXUHmGWE0yM3s7S+p8ZsJNgzklsNhvz/s3OMVn5MTDG4Y5enI+kL8DNl7d1Li1zwKCma/Z9qZA4+QWez5gB8cjpvTZpenPVMbTBjAGs+gCjThKgVejNZkAwbRUsrUYMywSdnHikjW9R7Kzxnu/YAjYwZgCk/l5LOY9Dk4m6Y6VZM/haIijI3qTKaZIkyavtMkOM8+rtacyxGKMhhteKzAP+rVgNKxpNK53hwtkijUpYz5PUuMF+pfW2F2s0jWBzy8CAo+Dnf61EIrlHoE4L8pHB5CzYj/eYr8KB7E/11LsN0efNIOlQe1b7H8OfPzyHc9ffsH49oH2fKB1Gg5zOMAuRXVsE5xaayKuhbguNc3osZVzYp0X/VBW5WdcZ/O8kK2hCUApgJLUb54nOecd+5EC4/gc26C/QTE5d+y3vXl+yhcB5wWsi3GpM4uJuHS/QCnsWgiw+92MYBSnipET4Vb7hw3LYjKlDOQB5qvpRoC1pCRqevJRJ3NjHkCAwA8Ddmza0ELebJSSd6I3gQQdZiH5suKoYmcAYtDcgEZW/HvLuhkHeU4VIJJhm71bkgCmrbkbzLnjffLnFYu5zO7kPmJXBQSolP+GWLR3ui+Q1P2+FhSUzDPIYHDjeOpwsSmS3SQ+P2zDTtmxoKCwWATwW6O0Phcn6yRolWCZaDnfwCfIyZOGwuYcZY7RcZmA/XxTLqwLsENyXAPA2FqAes5AXCyiWRcpnjOpQ7wWgMAaHfCOzLUBjgZD5FnEdMRc6Icmxg3DY3D9zjUx18Tr8xMxBro3jDEwWuJoQB8dl4Cm1gzwxK/BqVXDgaM7rlj49esTf//bJ15/+Su+PQbWn77DrwsPAHkGPuaBXyJxfr7wOS5k0/CVDVDosI7FxvzitLbVQSadEahsSS8Teo1QBudpm2kHEJTw5PCGpjwnKqab/HGy6hI1k1Wkk0mYoJsj5XQ3/CHvtNYIsrvAG9XJ0PubzngCp7X2AzA+o10RWSLFFkTintRa9Z9xl6EIGkten9D5icq2NC1Wdbt+QsCh5Jrau6ZFT09FGvvT66YYNsQjitn5L73+uCeKWB5zpag+TOBio0Yli5CLuhm6O2mZmXukFctXp/NwJVl11QIpcicyStTUuWnOzkUzmdWUqLJovNJzz7VwzoaH0djp6Ox31khdyJzP3hMy/f9YgWUykDKitCV/QHDRlN9IBLtwcy1cK2BxYiSp4wyaDjcGoV7UopVa+Oy4phL1/bz+k0M7A3vRmYppruXEbq3tg8DVzb8T4dtnHzsxChWW+7q1sLwwCDDQmujxEDLHv0rloGXGS1DMzHAAeBi7+URZg2PKsrq7ST15JDsSqw46UxKv4iBMA84NsLY3yx6vvZN8riU0Z5dV17LvYXVEk1lshvPwVhHCZ0B2DeaEqjkeIrK2XsFOcXWOzQCEIXIWlKN7CU3qMaxr4lqJ80jEwzWGD+ycijAT5wUAGMcBX5NFIpL6zFicS5+BvPgMr0yc54V5XezmeUMzw3UtJYdMSkpCAWPx2uswKgNZAL4mu5WxiCbD4UvdSRhyYHsQ1Uz70H1Aktl1rZLTLNgkxRUutlXSpPZ5dHx/PvD8IIDSDzql99bQGsd6wmzXPia50BKDIEOu+kis5bicoBfFezwsVkKeK1zLDUVprQQdWGvhfJ041xQgWRvLKqdDmuEKICfNZd0JbF0zpHn+iV+SXKzJLrCbi3atfVZ6djDuQ53jpWQI5TFV3WozFakpMEOAciTBvqjktGFP6ynjywKSJfczyflqTN06L1zmMKNUoD8OOF6Snk0gBKA0Hl7pPEOqsFzA9lWpRDEV+0vDnXmzn+ZamK8LlpxC045DTv62dfwNjPdr0YeDHlQCUNTlqfOrYjmZJPTrqeYDAJQRPc/HooYXm+wtFlWWLaAXSuBrslqNpt95elHLtW/cXeyOuAsT8LrpixQITQQyMwwkHmKLubn8pepc5fdNTbOpbjBQ7CLlDsryWBQZPQHQddPXZnKKhw0Yk3PU+bBzgXwfTYBsTfcSb3s/BTYQAMNUkV0VixLJqGlBaxHEPRfiPOHUb6ooobEirJMA8hU4x8I6JFcxCFwDNfwl//14or1ejP2ZOF8vgjOtwzORrwsLwMzE63Vivi55odBT4JoLeU0mq5JNp2I/gsZ5yCQwsxb14wLc7brg4+DTPk/k4HQ71qeiXMtkkbK7tXOra60NcvM4tO1LRQzL8TgOfPv+xOP7N/SPb2gfiv+to42B9qAvTBTIJmbbmhPXSRkPC0dNX6t9YBtrvCesaVJQ2wXtHftjLVyfL8x17eYfStqhvZRmmJP7vKYrRQSNyX9uEiIlr2WAKbY5a/aGXGpK9i5zVfn4VYFckjwh5hm2t6fnjVJsEKHyWnf6YajF43vfQywT5tgFgKPsAbI6dvI3g++4V1+DpQbXSXdHTSWJyi0hwESNxkr6EjcQ+ru2ihWiQVZr1ZJZzYPqlItpBdy//w6qcEHq5tyYOPLtH+h7m9b7ew5PoY1y9becv+4vw1oxVcQYBQTmQL6JlOPWuR4oNm6g5KAtaGI7C52/rjdGY5JF0oG8EhaOZh3H40lgU9Nj9tHERYXNFNZEst0cAJDXCcgvkf4abwW/acoOk2vkPKVwEINHz7PFQl6n2KqB1h3H8wH0Dodjrgvn/IEzA9fnC6txkp6Njjw6+jHwVPPmhzl+PS98zYWjE9A+GuPHvC5c5wu4JpYF5tcJfJ5oudBeE4+//Xf4c0ysv/9/I84Ln8dgLhQgw1DskZWGNQPtUqNPeQ6Bk5QBsqPkUwaNIjaeLw4Bd/ISMudOWpGIVMMLvMeM2colUvFzcR1g7waCgDX5jWsq4N43Q910cGc1n95qUgCqS5172lg1NYGXueJucoeiToGI1ZwzxoPQz5NBRBPrzSBTHtjc9/l9rWtbcSIXJ+q5q0nMhjaBsPEGVK4tif0jrz8MorBLnsgVaGAxH+D87SWXf4IOt3kNKUOOjIltLOU3nUahZD+EtPzd3+X+IYUUd+mtG7XvZojkRdc892aApRJiLT4Yi+ymDmB96rvetfwkkCB6Fn7TlIRsqmrfi2JG3HS+FYi8cCUQi5rlVkCAN8wEYlaBy+BVF2h5B81tTAsBFAKUoCL+PVF2IdwGKIgBbfE3Q6DWOxOo7hFzWEEOWYm7b6bNTQOH2Cz39+DidiHDycAkRsdhHD/dzPdmbngDK64geuwm2qYKJXWxStpClkoZRBaaWAdXodgQOunbgBVKxHmWvnduGRBCINv9s3y2nP4QyIuMomzssJoO9ZVEMbsbunMOfSVhDAs8hFsmOhJHBoaR5oyDuuxsjVp8axgG+HkiMtE/PoDzRZfopNZ7s2kqyVhkZMw5uUfcdnIeWoNVBMWpYk20fOWhAlJEMg+vk54/E0G/l9XRemyj5HCtBfeNyrIYjO1HYiBLgEGMgatpctD3jweejwe8PzSBgf944+hnl29Obfil915rbtPDlSnvgIu4GhclJy80Fo6OjY3CnFMfhgqN1DW2XLBY+PF14iXtY280HBuGLVvr3ljUiJa6rkkK/E/8WnrWedHgyxqZhut1aT8pIdQ4+jATrZQxhZIWqCOi7ZcQhXPxwAeUjGHHtzsVNDgavA+uGzEoljuTgkYKcBO4kIvTSKwdjLW936wIVEyzzWKK4Dqn0Sn9figZxZZC8CRmPIm1sK5JIHQG/JyIqQbDM9hxb3UPKPHIRQCKuWp9l2K8KS6rQrTK9lXka9HTWX4XG3UNpmuieXeK6ZFZbvnY713Tjah5FyySZGtknSurDPoKuFGnd9HIOb1vOnXFGI/AaE4ZReP4YjY7GC8yAnYt4JwIN7FBwEl+R5ckll8njImdK8bmbjj4fZ1OYCTcZDaHO/arGHkHl3iZ9HKCnvEGUK6LSfo1GRJHg/UHrOdtnm4yKR1DOBenTJiKoCUdfzP63Q4AbTjsMbYhf4IJbneDv14ADP1P3zk9cHREBqfH5H2uwozsiwiseUrKQ7YFk11OqKn2cZyXJhBNri0UjpS8RkxkzL0BVfIi1qQsbQzKlOA6oxdHL6+1C721YjNBzIA2mqaZ8YxoveHxeODbL9/w+PaEHx/wQQN0bwM++P3b6MpdeG6xKzi5r9T9jqQ0Kq8FSuZZmHvybM1qyKBiv8sLZdzNrhloYKPr68cXXvJVaU6PhKF1zCkRfXduM5ITv/5/D5//i365NyBfuK5LjHMaWWIuWD+4ti42hG6mHeSzkSgZSQGjelf6CsUCR7Pqj80EfEx0sWqrEGYw2T8mMMS27x7jYw2yIIgR+v6cLsi8M0LnhAtMBwF97pcQk75ykjeAA5V/h5qjvGKoAUrJBVQ0xt7HrC1Vd8RbTVMXbTyP6tArCeTaUoICPuy+j2rdpc4tKPeiNUyy2bvvqc478LsxLJJBUjlTmtiWCcQVW55V1ghII7UwS9CnvDIWm6/W4McDNi/A6WXm3miYfXS0jwcZ3sol3WoiinOggVU+bYzJsZTz6z45JR1Z9xkALGHekesUGzXIjGoEe5emKvIxabrYxZjgfqD1hucvHzia4/r6wtfXidfXi75OjwficeCKBYtOUpoTHPzt84XPH6dy1Ykf88LsHa/gOvzFDacttBXA9QLmCWTiv/jz3+D/8F/9n2HzE//df/2P+G/+46+4joEz+Vxy8v0jEvE60T5PekA1cHJaNzX2sc+1quegOnFtHwmxNs2Q3uGqe2hXUCQAiukyJspntCbtWu87V+J+MwEiAgBTPiZrCiiVVE0AV9X6Ka+UgJovQSNdb/RJWTmRk3W9haaj6pzO5JCPPVbACdDUfiRgcrNKorXb8B0LlkvKFjVo0lDU3FCzrjVNj+03OcMMmNGw4rpZvf/C6z8DRKHngonmWLs0awJPTDQo1rmpxk4UXS0zca6LN6zfDt0bdoVtycc9G7owU8ceXQV2r1oFRySw7mTP9dBpPsaOPipGgd/NhbiRRuiS6KS8TRZCi6XMlbZ7NUwHQUreYhtNXSPEfJUMKRaucFxOF+FKYO3twWQlOvszFLisTE8D768U+pv6HJrm6jtynfFeRhU1SkShjI/RmwmD8/ncLA9+lhUjDEzoYbFxrArGreRB9Y7GhXS44WiUr2yNaajzPxc3YLunDyWMIMPopFNHwCXRsAzgYkCIVkU8q7U9F7wbMEGflizuugCS9A2KRdK4ao9J3o9AQWfJC+RcfEYfDx6UrsNzsqhp7jTATqpCt3ZWXaxmhm8GjI8nOU69IQfNN61AMaHAzwbEaBjPAwnSLK8fL5znuRNkCxP7a+FcE+d1slvWufELNc61hCrRl2YfwOrOZAokwoLD0WJtiuNaS0mwAXYyqW/s+tK4UxIXsx3EiNTyebbWNLe+uoQdx0EPlMfHB7x19NHR2mAXUr4WS9pgWLm/4352i0wEVGEbU43rAtDspgZj3UmQDvkFjjqsB72QmryQOJDoohs2J1iSwTHjm/HWBdDGQubPDaAAoIP9Evun+S5c02TGNWnQ62YsblHMoGKgEQC03uHWUZKgAodN8c6TZl8VIt/PD6DAVXmb1BSe8H0WGQjMxAqs60JrQ+wRJfTqprgbrHP9ZBIosdQgSTN1xRlE3SSL8RoPXzFcBXzviAdNPKH4knNiLrEsWsBW0/aURLBubMqMTd8/JBexjRJXMqxx0TCaKuvkCBPoXom43pxhm8kJIui/JaDVRVXdKLB+KTPlyVcXydhfBTdzWc6wcT2/5Q1bumGGUd44+lkCUDRWNQDZaQ6dSaAaj4Nj6WU6W2f3/j13RAPvaUJdR6FC3WQ4l3sdIQjSszKuCSJi+0RostT7GaFnti7Yi4UgBAQZGrKroIik74e7irGUl5MLSFvw44GnG46/+UZPkcdAHP1mL6mh5GZ4dGOH8+MDeU3ADedff+D6etG80KkTjwzM4FSacxJYvmO/ExhZtW61Lld1z3Q/aqrQ4gjfJrZVrIU4+XMt+ZlhCR8HSOQGwglWluFvgOdFaJpSG0pAK4YfA+Mx8Pz2xPHLN04POgbaQSNZ7w3WOsLoV9RbU+xPTfiIO08IUsFzzu2L4VVGNh42lZfUDg8o+0rmZwCwTFN3LDGQ1PJDrIrmbFAkO+3be8VMkq3f518/4ytU+NY6SJNsq3VUvkU/pYSBEo4EGdYmr5+SlDCHF4BnkFE4Db2tSXoNsUlkiFgG1kqOuZmaBN1W7DyyoVeQlRpLsW4XmeDvi92ayo1nxj2N0Rw1tSNQBZz2lKWKNbJwTIzbTBXnyk3DWXcUI8ytGsTyMsli1hSDEDcAg7vpydib2KNXoWUedQ4yd9rMMYE01UuEV9PRftdggr7TfQqpGHVHs5BMp6RJrIl2g3LnUowNSDK2Pe/vKDopn7s74INeJtpTa7JA9+Zwpy9SutPoOhKRlywhZCJvwHqVbwVzs9y3oQEesDHI7Kt8EmCOYpS/l2luIDn1S1v6xyWPl8fA8f2Jx9cnvuZCu05O+Lou9DF2o3IprsS1yNhegQVHzISvwDdLDOXzM7/heyYGONHz4Yb/4//pf4P//f/1/4LP//gP+If/4b/F9//5H3FeF/7aDLEnCvLYH2sB18KVhuuQeXry3pvyLNS6rDo267wQM0NPOda6y3XHBiCYWyTqgFoC/kr+wtqmwMRbTswymCPJl8v/JAFDoG3ZD7B9idzgkg4lOLHNYciWsnZIMeJ97+eNtWYi1sUhHFU7530dxShc3rDOa1ekFlKZZCLXJQa97fzLYXtNllR7OfMhA1UGHJTy/2cQpWdSlwpKRshCIVLfhKRy5HTNUBc4ogSMSTMLMA8l4VnpIHZHzlWsRnUZ01GIc+nivQo7qFsBTvOhXEEmgkm81gV+ZMjrQ0+JQdZ30lzhuzqBpDAVvsOIF/pzAyhJeHTElWStOO9Hc0frDemOS7O3XZsDgJKd/TUEouw8ei8eohNFpZPkQRN5ixJVc7lhIlW8vUch7NouugcFWAG3yS+TrZog4WEICxQymXU6LSbxJuqyQSMXwQ3ja9GYE9RfWlMSrQDAgqNJ1uVCDfW9YBqfre+7EsglFhF9V7IOBkZ4bhIXnft1stNJviXfl5krD/QZiA2w1FYTA6cOG3eOTV6LkxmM97+eeNMahXOqwgQnRlUh0jPxvTd8Pzpe18SPa2J9TXy0hfHoGgfLjezQfPbWiJ5DyNW8ZMjUAAvKeObC65r4nBNzXhjuui6CXK4C6t1jqIFMKUsBRvFG49+N2wSuiVgJfwwe8Lo/y52eRuYIb/t7hg5cTswBR0AqGSXo5DiOA9++f+Dx8QR8YJnvADxBAMwT6EHzVq8OTrGVlGiZy2QLMo0FCHYB7FSLGEAmjraNGYY3DhERoML7p86zGfoxJDXkUbJguPbM+AeO0dG0txYM47DfMdZ+xleLgB0daU1KCsOaF71kVBSX7hYAdqaS9z4CwI52adfVWapJSEjKP5o5QqM0kQTRmhuLWK1DtI5sLula+XXlG62zAD2BIjooGUsU+4uhGAQwKfezXfQW03GHEgENloAfHQceiMbzLLsBXyeLsEEfjGuS2ea9kdWASn4rMa+WQKDGH0OU+OoyMT5hAyj8OkyEmaiTXbd/tr4jfJ8paXXWEvgwg8bIi+oeN/W9QKht9ERapca580wvGwtBaor9E72pU+ZkmOlNCQoEgNHRUtIdTY1RekCpi5hn0FjTHfudoz0JBlSK70jvQO/A60UKuUHF9a1n3gygN0mWFbAHfpyFAJ/RgesiC6nAQJubHWvq+IYYPoZOsKQ5WgO+fRz4+P6B6zzx+XniMU88HxPDB1oLFhMpr5/uyO5cy94oMb0uYE0EGpoFAgvXNXHOic/JpH6IGZQ7pkLsX15M/XtmcmJGFutm8nzV5sjrAr5Oxs1fSGkuqeZqJ5lk1nS+jlsqay5D3YXh7OK5GeVH7hjPJ55//gWP798AHwgj2BMwTrpLMPanWGnVjFFRYBnssYsJkpE09TXTiGYBk9AkjIr9CSScOZkAk0TimhPn69oy234MNH/sjiOPQK7v3jUxrs43Y7L1u3GdP+Gr9YFrXvKsaMCaZADkBNDY9JS0j96FZBrsbnGBAsonyUIhyJsl3S4fugp5VTsEkAUqK54A2O+XyLv4BOqX73oiE2bBoi9NEwwF6IT84CzZuGsFNNT3rvdNJrkC6xDMrZbiAZmY2oEhYCXo01Hvk5BHRwVldlOZW1dBEBzvXCU/9qeLqShwh2enaiVL1QMmYEgllyadVOO32J9erD5g7xsW4gJPCnQmTR+IYj7cd3hYwmLhAs9Ur8EeOsc8D93zgT46gZIQgDxYG7XjyQllo8OsIyeBi+tsZNwJLHZPXNHwWnM/Fza9NLnPGxmgCEQ6fAxdP70SswjzVX8G68nrdSJ//QTGB46DZ97oDUdzjJVY1wsNH3DjvVoJGbQ6LCeSEDPzHgQ+hqN3wys/4DBcMTHmBY9Et0BvHf/Trwv/8N9d+J//7/+A/9d/+MQvo9OrbS78OAZenbnRIwB7vTDnxMsS6YcMXOuM5/XvSVVWpVnlEGrwNodETVLQam1pL/1uvSh34EJhC5I5SqjgFNAiYGQ3VuaFPcGqNdbXlS+VTO5ibkb2aQ0lWAgcZMBLGUCfLK6kueZbCexoOZHeWAcGmSphLjUF4LG2dFg/hNq0afIhU02XaZv5UkSM97Hk7/QAyz8Gov9nTOfhZIEFYzdGG7UbZOTFq2aYTHaalmOpi120boNpZVeyW64SGqPlBqARXZrsntdmLlrRQmJO6ucW6OQeyWkpLNBZUHeITm4MR2RqVNLOANXAzuqK9TveR9FM4cLYM/co3wZ2wksznHNSIlEpXqMx0aGJIS7dN2ofoEAOFcAqgvk9d9Tij5aING3LO8xENVd0zAQDbFQSDcAqAPPTQj9HnabUpolNn9tJd4RYBtBhZJuZCJByC5NxsOnAi4BHYqA2K27QSPk4uqOMh+tCLJIU7+QkjxRoEfNkQtUh8z2g5EN8c6vbyODhRk+TMJCaJmbKmihUH28+BEIbuFHnApI6OXsYWnayGObCMuoILamVHs3hWWsZAIIG0Bloa6ENrofzvHD+ODHckR93Jz1nBSHoIJAG/GJCe14vXGtKXy9mUQQTyckRosi3Ta7u7+oN5ylpmdHbxpekV2vy+ahqaPU8UPPauX+AgbRJKZwxabbW1U0flEQ0Tj8wYyFpjYWA907wcwyMY+D4+MYJEuaiSHd095qQyq6ECTC1qtkqmb5BkepasRAOJdnU5BaCjKx/D3R1E10GgddkIdJEee/W0btkQKDZbM65ab+P5hitqaFC08nbSvPnfbXW9ij7mo4BJDpAyYKYAw4AGTRejSAQLvZCofqxxPaCQHnFnNLzwg1rTawJZEwU06FM1DiKTtR/JOZ1acwmJ+BgkRFGXlqixm16VezA7mi6g5LNVcwt7HNJYYafl5IVLBaqrTfYGEAG8gLQOmC3Weh4HBido2RNIGMto6y4L9Bpx35gJySbsry/kO3vZ+BIz+oSpWI7zWr5DNLeYhyYdJcfFTR2GYgtK6prRcT2jKo/S507uQIxL5ozCuDIpHTE5SXRBFDx4wm8uAE4Bs/+Jc8RLNgZwMmxlammQ7pTPhcBP8ZtFL5iJ/y8fzdowi7cxTOlkSliaEgvD5V8ew/NlVASSC+NpNRwDCAfjKFL4y+DoFlvLMA5VU8ePGsRaOkO1/dNGM7PF67fvjCOsc/jBMiQKdbnIkNkTWroA4brfOGa82bjGGCxEK8XcF00B98gScC8Y4yB6B3n6yXfLoLzVjKXi6NBLQIeEwWuOVgUIBLx+sL0J9p1UQZqdJwyTQCyWMg2SCk30fg/DnbyWmfhYoZ2HBgfD4zv3+HHwdg/6HvV2h37WZsZGQC1zzKV5pAKXl514tErFgdH0UKMQ8mBU4a8vTXuy0bz0HmdmOdFPwQBPU99l0hOf1sXO47NNT2kK/ZL4ur4Y0n0v+pXBrwf9I3LaugRROSz4UjppmK8DCB9s1e6zot61lxjUAzUh/BvK041MTjMdsGc0NrIhKdviYBloruarGZINyzJzem9RYYJ5YFk5Vo2bGQhoIEB2EAOG7mVzevbqYCr3HqzZd9/RuDslvjfYVugPHY8iKy9XG/Bhun20ioAPwrB0ZSvDKQ3xGIpT2YCdhMgEPReqVwZ9d4AjE0KfubcBp112tSzKMZB1nNA+ZDwe0Q2msmvgK2TYA5YtPP7DYzngce3J9qjUxIZC+Pjgce3b3h+fODxfKJ/PBEAXl8v/PjxiZm/8XxLJ4OsdUyc+g6mqZfFMNf+94Ycg2cpD0jWZQjw/wy7CGx1Hjqu60L+9iuuOIgVHAf6ONFOoK8Ldk0xnO7zej9rmiZSit44/niY4Zdnx/f+gU8sxOcP/FiBf/rthTYWzr//J7T/+v+GH//j/xN/xom/+d/+Ge0fP/HbP33h188TP1qDj46RjjgnLgD2EDOuqd50yj6bxhbXlNmt0oi7riGDjMbLrBX7DRjsxuPN5jPldqx7Y1txENw2DerA3eyAgHYUoGebIeXcsAIaVes5ENZlnUAPmYr3KwJui0SNAkxDGpRI9EF26j2Fc2pvAK0pHzOHSTVhKO8VY46qGjEjEZZq+I2bsZVArIm0hjLTcDfE3Bvon339YRClXNldRY/hJJXNTeNoeVUus6bgU+YB2xzu1THjy02dq+YIM5zXhakkNRRAvNA3EzqjP4+guR0nbtCTpZqfU3TVETKNkus0qXFCM9+uK5I3tlSHcIjiZxu0qQ5kR9Hw9D3g2mhC2tXd5EPraB6knImyfSfn9vvEmDubh4XroWOHvvqx/Z02apzxBo4wMTC9YWoh3yFerx20uXipe9S1F4iSRXtaeh/Kqiq5rglNHEfNv+8IDCe7gI9NDyS40U0yHkwdJNZgw2Ay+yTc6+wELxYgsRI2EtYrYFRQ40bbyGfvt1dACOEnYQPhiSgXdGAH4ETcnTBJzFLTEkwjI8vEyNxFC3xzJNfjW0JGsSY+18DMwNfri4Vd8+K77PsMA2YEXq+J+Dphxxe+Pr8wV2C9TkQEmmueOthFbw48Rpf3SdNoMxpuHs8DljSKvZYCnwU9K9RZ4L5k4LddTKpTE+zUzpU0l208xDIBjCEJhqP5ENVZBZQ7vDcc48Ahn4o+DoznU5MOeM+8d9K6XUl3sckkjSoaa2iRzwSmcU2vAgXN0L2heddhmXt5VeA2A3yQAbUi5COw+BkaBf7upcQihiwyA8dbHs/HDuwJ+c64awT3T/xSwd+aY10AktLOdPo5QEWl9aFJWqaJJzKmNqBGhRbI2pzeGcsMV55YApsjtR/dYWJ2J23TGYsjMKM8eYJgulhyU9T/4dwbNPe7k99iaZUUoNjhBSbcCYcaGsbExIPG6MV0o9+CmHAeACbBA8V+7x3ZUSOfUJ0c0/Vvfq1XwlCMQv45wSjsJJhHn2NPgRBomGKXlS644nommaIlc0vUxVYMyu2lxNGb/CiOui0AvYAvFqpA0YOln3cv9jZ6pNQ12lsF4Cg+7zHm6LvTaQelnhHBTd9YvOfSpJhF9pONoffh/d4U3JKt9IHiW1ICAmQTZd/E0NR33l+4ztsAn8/jYMGQCfz42u3LLAmaTo9VhYNDkkTHskBOxyeYe3yuiXAgjpI/YMcyeGLNhfN1Ib5O+PGFrx+fWNfC+vFJ6nVvvysumxuOQ7G/0Q/Okh4t/u2DxdC6yHo1B6cAstCNJfChphgo7hkISmMtxKn10k9JNAhg2OMJG4Nx+jg08awkFw4/OsbHB45OFkp7PNC/f6CNg+CLGXxQyuOtwfpQ7JfpvvZASU8NbFhw6B1jdwYbX94b/VSab/B8F3W1lTSdbwkIjDm11xj7fbS7mXVNrCu23VA/Bo5vT8b+UOzfHl4/NxPFWwfmF/OzIcaIs1FlALJ1Fs6tIZvT5L0xBjdX/FScK+lBmYuSMWFij8Vm9VYXhQw8NSezpsyYGnvKaU25VTJgMk7SgxFzYXVQ1pkyRE/b6IZlTfdJ7A6lol8m9vckI15ACxKIEkRw3TqS4H8ANb2wgeB/M+O+z1DdxKbCjvMAdrNTcbiKWv5djTkOyly2hElyCDWkpNFkaFPM8TRKUS1387LMlaNqCLvz0v1S7Nxjcu3mx1wArlwCowMcDStvDKc8a4wDx/dvaB8PhPEcH8fA8Xzi+PaBj7/5M57ff0F7ftDw/fMTUz4pp+Q9ZpJl4W19RIjpo882l+QvdNYa0AYyL4L/U7KMdvtGulPii6Tx61qLfr5GEKMdDyDY3PQ50aIJeOIZtXRGEtSD/juxWkc7BrxNHOuJ87zwOk/8+uMLzwRe13/A+nUg/+5/QmsX2vcPHBn4U5KN0q6OvA4YDF8RuB6Dk4AUg7qrIWBa++ZsiMDkL5QC+LHzhBkJdzYXi2G5S/CE6sSAZZ1VHWtduyHvIPDvspGw+xeZKykJZ+NETZzWdw7QVlIqqjXpAJtxq7w6Y9fEtKkwrJSMMhNmjCmsuUJNPLJUaAug+7HIOLtZU/LrymQjxlwqAuV47+BnxLb4gCb/bInPZgL8868/LvgvVNcN7rn1wVZ5ia7gUqKSwWKxkC6Hutaw3xVRvQ9cmbDzQsQi40PBoaibaY65AF9LnU2oy069tRe6a0YgIRm453Rku81vKjFtZhjhaJ6gGR+DvNehXI9WK+6dXVOTP6qgXplYK8sndcuNyDCpsYuKSrbFS6KVc7pBJLZR2x3LTPe8/svuJADKARdHUGl9yMS1JDZ6DurGJUTTS0kkQmDGXDqstKgyYUED0qWFZdKPWypJ3ZvHt1SpRcDDYIugB4R4IsEC60qOoTRDDnagIxYwDXleN7jUO/IYAiYuVLHPgKHkVh0IE0jARyvyaPJAQ/dNKSsjRE5mSZnsgYHIWXjn6AzK64KBrI8OGgUW8JabrXR3jM+1cJ0n2jnh8YmrNVyvSzPMazznfWgjJ3wZ8Hrh+uuvSOuYrxcR5lwyLOazcAPCQQqkAZlGzfnzwek8vQNxYLYLXYnyFYEzBRbtYFQgnKZmuAPJYIQ1EcbunaPBr5pQwWS+2CiV3KeRss+isWvEqNgmxwE/jp0YwR0Q1ZsJtG0QpcDIEKUvlT0weJtw08RSnUlpkamWJtJ8y3iARBlbieaeSXNYMybkXkk09wP3a0iyRxmSe8OSkaMpRrHz9oej5L/Sl6R9xskV3nyz1bbxsDuuDI7+hTH2p3aKupKmpNIbWQt+HEAm5utEzIVoKdIBfU8sDOGOuRI2F5qxcA518m0Fmtb4cpPM7NQo44ZsF9kpclm3TJ4fLRn7C2WuPaLzhl0vU9LOO5ACeAvIDZ1TNZ7WImGj1kx1/ojkFvsEKqrdCbRUsrIZMgUUoUATYJuOK/bv5H2tm3mYJnaWQMmSr4gtyDJSUr6MHcNzLQID+bbAFetZhEyyOuOW+hUlGilwBJTzeNDHw+rA1zmcEcB5kenhtkG2CI6wzdd1NyzGQD4GO9dTsR+QtA9vVGKCAxs3MvDQW2RBoWI59Pmo7y3/qMSe6AZrsGPwfDkvuDHx81xsmqhYz0UmEgDY6IhmOCNwrotSz9++cLlj/niR5vw4+LmSgxiS99IMOb9w/uUv8DTM334gY6Hl3JN4II+GaA5/DBxcohgfTxzfnmiNVPhcB2Y/+O+2cF3Mv8oHBnUWKpfyTPjoyPXixJ6/fCL+9MHYb0/49cV7IxahNwIT3vtuBLkrKRU7BcdBkOX5gGviTnloWB/79+k11d9kcor9q+Rk3L8GedZV7HfKl9K1J9PQ/tPYX59pJb2kwS0A5HkhrMzu2wZPkcV+axiPB9w71nUy9jdNBPxfYz8oP+toTnaw2YCDgHd646SnVMxMpcwqvgl+NxlQpopXnQlmHKcN5YngWVLcHzY9xQJQE6gaQCXp495kIclUk82YpRrbG3O0FZMFWBVPueCgj1vbe1SJsytXRMkFagEElECjonAa/b8WsBuRVSvUvYNJliaQxz2Uu4plZXo/usLu+gCqgcpfjGdC7s75jtlZ/1NSHQ32UPliwDbv5/3Rfcib7XgbjeLtPaserSaz0snFv+GpJk/AfX8WzbOPBh+D5PC80McD7dEwnh94fP8Fxy9/xvjz32J8fMNhgX7+wG8D+Luc+CcAZ5Jhuid6SvaUcYNPxchLgOANmCjuZmvVN6pFgYS7zKzFWMM6ebyNA4FA9A7vF3zmZnnA7ho0JsGVlCQtHPiabH4eI3HEwNMCbRyIx4HP68SP68TlDf7rX+Gf/w/kX/4e7WPg+PM3rKPhbx8NcKBNw18i8FsmruawwUaQIcWsVYMeAVNTsFiSqTWPWGijPJ2C9lidQBmBNT3xNRkvEyhVQ537DtbQmYZshhYpabSWqNabKT8iHmBSWuwNDlTNllwnNHjmZ2crn0jmZDkXwhKwtWM9kiCqI3XtqiPNgH6vbbLI1HQzMdeMdgjuTsZWXGAD2WqZkAkWrANsJcxSctsCodSF/wOvPwyipEG+CTWf2hAOjmUqqQqE7EwGRHpyCDiQHr3mpXtToljomZKNlaWTwk4oa9zQtRYKS7JMDBdjJB2Xd3xdctMv6qwvjHmhOw9UMlgTqzEEtLfPdcjLqjrtWgsoFNZTDXxTyKhRrLeRpytZ4cGvdSQWBmOoF47De8UlvQ906PP4Q7nN6FDdQitTViCMBQELHI2TrGJYLArRWlA0jQiOy+V9CI2KSi7O+ipJKnAiaQhYM72zzA3VlSwpUfCz382y3Dg9xWQ+igyyLh4H8DwIlITYLWBibQpYbkbDwQjkdfLgUPe0Nq52mJDDmyGTVhuZF8PvreJC14Vr3sG5D44xK1AA2LIXgD4nQ4lc6WArUXB3zLXw69cXrteJx5poBhy58E3PvwvVpKcAQ78ZpxmMCHz+9a9Ib+gGrCqeEuxWJgAn4NhH0V8bHh8f6NXVaw04Bvzqor7zXjflzwt83uVybblUtPFzXAlNVSMB4x8yMyVQMzrGwY4kx9HxEKKsgUaSrXe4zAOtUPu32jBqTYN7niw/Q5kte8YG/yC5maGgqjqy1X2UIzeNBsWaUn7GKUGGuejR0YsN47aL+JmJ18lpR7tIbl10fRYxsXRwCPDpd3rxc75cFO6i4AtMi6B0hi/RJeXDY+8LAIpdZTparA0xqihrgaZtaPGaI9vNOrQISUcAi6B3aGP36eqG1ytwZd5yFG/I60LXZojgPnS/vbRsEQxg4gvSZnGbmJeZcrwlcwRiEutauM6FuOIuDLyhTJiBN0r7ri7459tlXslynTN1D+v+MhRxLTZ30U+xmSbQPmlZLB0yBAke++8OmhwEE1lgLIECiyMq9YwLbCZrbtJsW54EJNdu+hef0UVfnFuuKgAT2AkJYiG/XoxtH0/G/gK2jT5Um+UKA55PUndfuYsmLMCagK4CZiRfQhUVlbDZLnF2rCtAOWWOTznMwXNHUjWrywI/o2eC1m2OnJJ+RDIBHx0zAr99fuGMhSMXmhtGc3wc7J61PlDjgZuxYPLm7FBnIP/yFyw42rwQauIYEuuaeCVjj/eOrsaD9Y7x/RvG8aAHVR/AI+GvQQZJAvZ6oa1EapJisVSbgcmPJBmegCXH1uI8AdM0PxlqI8FR9A8axdK/S+zCTi+YNo6bafJ8iIHiut+2dfgVJ1D68woJ+VZMao2i/IFUZDOXZm7JnK+CSYHoKZCRo7XN2bV0p7Tjjv0d5oYZifN1Ii56+XE8r8age9nxBOOUQP+ffMIxmeFrYmGhtcFc0zv34QqY2K1mnMzmKAmspFY1vRF8Tq25WAxQnC9GUe1vE9ApA/BmanLerJUCWgxAQ7F21SiseFCAQ7gwkmLCswjvTrZI5Yj3IitmSmwkgoyVKgiY+3M9Mr/dQJtqpJUENSzByWOApMgs3rz8KwBsXAfvQMENvNZbu4rmN8688rgbbAoVymkFcug9K2cuwAQCGwQeCXfkVEbVSjvjcbHtZ52rgC+rFBF1IaxTCOTQXJ55LNHfxHE88csvT/ybv/mOf/vv/g3+/F/+e9jHn/CXa+I//MN/xD/++oXz+ER/TszrhJ0JBJl5sSZls7obdS7ucygnEQ2BqTE5Kj7NWSOo6Gfxjz2UwSIQ56RtxGBO0p4f6J+fAAIWNZCBPplrkXViDnTrlMVEIpchO01Tv1xT8nqH9Y6vXJjd8C0n8PmPmD/+inN+w4//z1/xiYV/QuDvwvCPCXyBZ443UB5bubb37eUGNKVH9H9qyp0Q9A2BNdZ+Zmie2iMAkizd0NRTi4TX9E1TgxGGSBm/OuhD1sgwIlDKPRR57wHWt501vVYqICCrWs6mceSWyHREKr+pPd07G56AfD6ZUzU0mU/z3OC6Dg3qcrFImpha3BdmJHfA6ncIhqZyh65QMrcX3Bsb5q3OcMs/zEL8wyBKiNlguoFwQ56SQ4Q2ZAWERZ7k7jKrs7u3prp1LnSNSaE2f5QeVRsVTBxnFGuCwa870L3TxAoEbzxp5pcy/UEsxHKamlUwzERbRsR5GbCEHJthORdPHczES+5iwGDIEIARpJNbcMFXMt4bF+QuCsHuiWthC6vjEkwdNurylR7s7XwBsDagtFl3BlLdUwfHrmMqkeQ/qNwdiUwZUa2Eeeo5MsEKFeDNWLYuC8w1CZrE0nN4Q9MVrGGaxGOLxY1zXLF3eWdUkVDXCZC2bUZWSPC6NGZoT1zw0YE8SO2aZNtgBjCU+K1AXnRjTm1OXr6h7noC1KEn121G8iCYkijVru+OLk+fFXUQ13nqMLFDlrp7AcAbPXS+YuK388RrnfjMifOVCG/47oYBbuCikScUBIJd8IcbjnXht19/RfsgAHHBkEa3+kSiYaA/BppAHB8DfhyUx2hKA5dG1/N1jEHj1HWFkm+ynXIZanSd6eCkltjEymABfC0+R28N/TjQPz7g41BQZCFMQ1njxJ3RMfrBEc3uG6h01OQRHQZQF7MOea15M9JVqyHPr1IHe3UDtL4FXxetO6OKV1OtdRf2ZT5dbCPvKpSuCQd11GFEqnt5oUTuqQyGhtH7NrP+mV+U7JU3PNcxtEYRsbXGROJEMc5FyUXE2yQl8P9b20V3ouSbPN0s4mZtKBhPEOhlY8W2D5d7IykiElcsFoTFNHCay62m5DlSbLl4k0vYvbScnf8y48tKmiPvn0qNgVwLcU74XEwcJE1qo78VkoojkbfMEwWMa8/hBgJqkgO7j7iZH6mOZ4qhZe+JcO79QalLkGpe51Vhl9pYDRCzhL/rBkSn51R1k+JdIiVvsYA8KNKUtzIpbb0TaA/b4IKPBq+q4q2Nn2YyN3WNEy6AA8hzwbrRePwYQD5F05YhNAJwUp0RCzgvxmkl/PAg7VnPFIAAuYUascwzY/L9upMO3xztGDz793cq9sn9HOOaiM+TucGgpOULgd+uE6/XiZaBMwJxDHx0x3CeY1kHecm3ItA88ewNZ0x8/vUv6AdzmAWTOb1YU37IT4RrxY4D/njC+oHWB3rvlEpYPb+GfjzoW/cVBMOPznNWYySRjGuwhf4w+I9GVuRcWG3S62AQlLHjgf7LL/DnE2VkW+OVaaDM79cHzy4024xa+mORDeRqjLiAqsJVi7FUo1XvvKeSHNLT/9OXt6L2Q4B9TWhwxFpoqOldKv6y0b8rDXZyHGprLlPyha4JQ9s/bC5Yl5dLbzu5/1lfl/J5C5q5m3WxDwG3BosTDWuDIWRwdrRmd9NLa4KNsyXwvIAD3Ge6gIKwxnyv0O11syY2qpCxGagEXBrKk2T/tBkNyGGSgetsQZBV5tjSni0PqjLK5Ne2YzLfeSZAY09KjE1FF6cdJgvESGQuNRfxBpoLJBKA4WLJhZn8l3j2wDTZp7aC4v5mSaJM9yHZou2fq0EaKLaC2e7AA4YenMQSVdug0iojIxuJzLZrCgMI+takSgDNO14XsEzeNBAos4ITKb0zDzxPTUBkXZDPJ/LjA+Nv/4z/8n/37/Fv/92/x+vzC//9f38h/+7v8HkMzDyAr4bztyWpvJ6HWymWeHliJXJSYEOZs69qwMMQmBtoSf2Zt47jONDcMXMhktPGEh0YBCZ6NyyBxffud2QSfD06JwwCHFDwp2fHt+cBwPB1TXxewFyJAcNvAfxDa/hKIPDCbI7P6xM/fnT81ho+AUqe2sDj6JgNAuFpyltG2XB9nxT7Q8BQNSOzNbLZDfIEpOxqgp5uZabtyRH2bsLVYVIwJCwpf7dMTDGCIwlGUJLbkDFVd0paVmcwXPn/2nUonwM/q5lyKzcB5waIEOGaRcMagdyTFDMGOeEYKEIF80iHKFHyRxHoaKz7GfdrOy+9B1lIK2g4Dsj3qM423HAjQSViBH/k9ceZKJEyNqrCH28LTIwTc5gxoK6EDIUCNQlmdwagTWvyS5kEIzb4YQJtRK/20nYHzQTZhVYiajedyQAcDmSNqclgflWmlRWIjDS+Ybr/edOkb0phqhvC70Czz9zjprQeqBV2w1yGXPzvpqLCVjFU7nRdzLLdZStd2P5+b5s+hZ7vTino77FfSswAbCAGCq5WH1xXVgm3pwoVI5PBHE2jH4lHdLhLWtLoaM7kRqhrsVzEPqp7BoPMRE3PjF2CtJRx4IEchQDnnWhnMvgqgeUbGdA6R8aZ/ljgGnf+4oSBYzDw5+QXifs6ORpRx6meV8q7xDKJFLP+gzdDzEScE3lOPvuSnMS95i2Ck5fMcGbi65oc/Z0TMxx/scSZC18r8bfHwAfEBJJJH5DAWvAEvg8GzN8+f8MrJ47nN2RrWJNeNaN3PI6Oj8cBADSc7Z2+IObqrjX4cI5WOzpWGNIT08DRYFZr2zZAzFvsvJ86Wy3ouE/ktgPjwPj+HY/v31hkuCPQxIrpBFF6w3EMUbWNARRMEELFh2vfhJGVA61Gq/UagQmIephMup1r4rwWae7uuzBHCxBCZcIR6rbW9J68Fo4OoDk0wA4ARxlWZ7TCYk3cMacm3ltDrBMGJk9Dun2OU3/bcz/jawULk1T/QXG3dLBkJ5ZHBgHxFeVpwLG6rRJsRUJKvNr2VEp727tIdq5jUfeayf0ciWmUdC2UjtewcsKSzCM0VWQzYLaUPLgSL322AERzaWWr5l+BMl1l8tn2eoWS1QIGvJn0v+y45QmCnKP8maqoqMj/1iV1ggH5Ln8BcLP7YtNdiyFpyM0Q3AVFsNCo2F8jNK2STNguLIAGNF1/BPc5wBH0EarzO53uERplWZIYdpWTLoxknrqM/HRGlX9G3d8GIDwJJviDo+wTsJUsHuq8mrfE0kC2G7pGXxI+o0zHAuhkzuD1Ah4Pxv61eJfEToFxSl7OdQNziv12njqrDhYHranTGcA1gZPTA6x1snCa6MEZ8BnA94HoDRcSX+eF+fUbck5c44F5Tlznwp8G8KfnEx/1WLuAowQwAw0THx8dszX8+O03vC56BYR3rIseMX0MPB4HJ5wZYNfFUcGdBoo2mryqDP0x0B8HDIFowHoBeZ1QhsUA565miKvoiP3Htl6w9h3uDdM60B84fvkTHn/+RdJMgZ6joT0E7IyB8Th43o+mzrOL2SqQ7X2tVtt9H8bg1KQEYsrMWLlhZmJeHOfcGp8rzYfv9KAaSllsWjfMc2L0DuvOXDB3/c1tot+BQTkV93/XdcTrpSTeNBnEtyzwZ35FBNYMmSs/UZ5oXF2B3gYm1PwUaEIAWesvY5+1ZK/yrMgoxoap6Iq7+FpqdK2qmWiWXPu7Co8CdNPy95J0kFVL3iz0Z4oN5pJML3gGmrNAI2ahSG0mo9z6bmVuKwB6JWYurJ7bAoATIJP5csj/ZOgzk3nQ9qRIsiurLWFReZHJn8N2TcDKillLMBFGfdNiBQjfEGvCdsrvyoFu4OX/y97f9cqWJNmB2DJz3zvinHPvzY+u7upvEs0hidFAehAgQNCrfrzeJAiCXjQgh9Ps6mZXV1V+3I8Tsbe7mR7WMo+TQ3A6B+DTJKOR1Zn3nhMRe293c7Nlay17dOjrz0qaX+eTNV+sm7T6DhDrG2skcSXVlcuxp5oAmAfQQDRQE/1STfO+79guT/ijb77Gn//1n2Pcbjg+/YCPv/0H/ObV8Xo3sbD5OUtC2RqAuc66zMoh5wL7iVg1wE4gyWRIdskfNZ2zUO/NNPHFkOPkezWdY5crzHjmzRxwFfUNyembueH1OAEHtr5ju16wXZ9k3p3w+x2nGrivI/D3n0/sMPQzecY6cLkPXHxitIbb5rg/ddz3nfFPNXA6z/FufbHivFcu+oZRa9WkFw/MTGCFaQqqi5EOPjMHAg4yePRsGsHPmBz0kTr71vMtZg9cEnixNTIIYIL54MM6Q2zZCITM8FVIosxbtYtlWktp3IOdyHoCxmE2i5MlANesITE0bps/jaxh6jq2VAmbZM1jDjFx5REppNARyw6BOAIZLj8Zd/u/8vrZIIo3W2ZEpIlqowVWwDRmx+hgt44AwQMNbU1jKpVcLv24HmwGu5IGoHnKuJQ3qTsLMXNu0pHMlxMPwAZJ/4iUlobgTdLsVL9XQCVv/qOQr/GYD6OpR/JMXXtqSmqo2GNilI3eL6MQYEZwskEUwVVzELwphMMeNT+AksM/ltZCl4G3/gz0QHkUpHyfXPp4oLATWwBRPSsTe4Rnw8OvpqiHqfvpZtQzR1G5dQGKzhJWLKS45DyuAGyieWcBPM2BTY79M+Sgb0rMwYe7oEN+KYuEHQI8LAmaRKJZB04a0YZArnAnVdsa0ig7WCfJ+kdqUNeBHdTHxxkAOHGEnzGJ+lqtD16r18hlNwyjbnDIP6QFpT2zGz6lYSCxe8NXmwP7RnS+ap4EPBN72/ChNXw/brjdjNIiAwIsoHpveHq+4nK9YMyJAXlISDJgKkI9g3/ed+Q4YI1z6+v47Cr+JqAi7BF4mzfsmmZwgkVc3zq2pysuL8/o+wXwDXUXAKLRrTVsO5NpGIstmwBcJpwApUBu6GbYrAAJBUWBi+VPYiCoWbEiIjCPA68RgHc0oylss0TLwEwxuiSzODMQaXhySHNPI67mzkJ1FW22fAm89fVAmrrGaraTtdL8TXj4ZYMoJuDw4aXxhu2lQwpOsATu6uhKY+qKC8058QNYHcuVkCsBCifzq9h6AQCR6CDzEJ2A2gzFfiPYXgbTbe/ISW8OTzD2d8o1ltSlwkz9iwosb768taC4x8sTO0yntbmjbWCSYTx3RqTkDpUKAwuh1KuYlbplC3AEhEcLMIYSkVUvuoyNvWJ0LqAiVuwPyWeBMt5e3l3MgHUpvO8oo71K1ELMrurobpvYoFiJjFqq7MpaQ40W3ySfINMr4ccQdsF4G92R+8YmSibreTOZAYOm9ItRw/MJE8BdwLhN5HFn7G+N09xmrAKHMiSBbwL2HoYZ1c3SYd7IwqBPy0S0k0nnOIH7wdjfJbgebNbAaKbtl468shEQY2Aed2TrMsc9MQfwBQRvt+cXMnwukq6q4AQokd23Hdk7fvzhwEcxH6xJMmWGtm+4vnvG/vKEMQbHxF+ugHdAOZSL8dr2C7Dv9Kbw6mAXSKCiByryjCxidzJ+tndXzFfKf8iobdguV1zev0O7XGnaW/kKHPAN3uR9te2w5kzGJ8RupY+YC3juZorDtthfZDglQVKklpa6qu7AGJi3O24zgN6leWcntSe7qqZnmxlkMY7EdVPsh2tSS7FAJyw6pJNdsT+NE/m8dxTLNs2WQe0vPOSvV8zqUDd0T1gj8AUHrHUxN6eyA4HV6jBmJMfVh6ZOqcvtDlkAGMG3nDpjlcearQbiAlsrRugcJ+M/2cDB2ywPjKGhzzOsMyeMoWUq32lGcB8VMiI1OIjRtxqeUF682HOS+2Mma3aA+fYkA2VqykkT+9crFV1HCt+fjELl5vrvoaScPco6rJwAiOqSytuzGtqKe6pcGG8WqFKhNeHwnzBYIGY16xDj3klTLHqcTxy+4brBjNGhvA/mCATmHPQyKhaYzpPQNVKdwOZq7/QgjHdPONzw43bBR3N8OhMfvxy43wcbE1VDJB7M1SSktLytIpUT86l1B+a2YzrZ6kvWlYlAkwsAxw6zGdBhLr+sUIzgSYZzTuwj4D5lxxU4PXGLwDHp6UnUi7XlmYZxcmR63ifmfcBvdzxvG96ZoQ9KKducyNbxab/gy95xu+zA8zO2vbPmiZQdBd975V7dRVRwRAyMyVqM0+sV89WIgfmS84TrvA5OZ3Iox04Z83awqW1SLDgL+2LFUkbM/VPABLwjLNFbZ7Op4uWcK9VeC9Xe1GJ1bmdK1lcytdC6tyUXrMEnZX5PxtOjdk+I9WWJdNYc9JolGNlaQ8yJOTnRkZBQvKm1c3m1BMiUcTBQMWV4W5P+l18/X86TICKrEMMOs7xCYkp4K3y6IldUMGs/iWhrtnQFFQEqTcDBkva4kOSZaEh6HLRG08IIdd5k41Ro7hs6UAXPVNHJQCPadEp2INO8hC/WRX01Gg8ySZ5y+DcjwEOzu4YRA+ecGOeExcR0x/Cpzij/8bpUdUR11WDH8+36shX08Ob+oNYjKthhISipL7xmwusnE/We+nMdQA+00BH2AFLKe4VxqXRvfKYufC+0mdaUiCClv2dgN2CLhN85Ou2sCTLjBABR06S5bpr5nZOotpk8u4ryRdZSywTGoCzgdgD7BeEd5snpF1yZcDdE+vq+UcyjcGlGGRygAtvmeDAY7ndYIeshDSCKSWrqrHPjcrKI48zECHYSkEzw0Du6t2V+lJbqGPL9qjuBmHBLXC879suGdx8/4+M4EHlFQwdiovcN1+crtn1HmOOMU/vG1/93bxx1lgSl2tYwQVaIJ5D9jmjOP3N2nEOBgRrXA9PA300ZLF0uuD6/YHt+Rr8+03lf18yR3jVujVRDL3+DmQgPePIA9SqcVXxRV6lCWmuUhk8scJbhVe1X/VSPBEA2SkvAZyJt0rAMyYlGmfAMXDfe/+6OvXd2bQ2YOTAAgmZ16OkgVsDgmiktphhxM+knMzN+8XKemgZTzAoXPSLDlOQEq3H3B2AbMpZ9E/uXf0YhygK53R9u76nYz6So0TgcHOvnrWEiJOt8dMEgKrR5l7fK4F7r9Kfw3kVJhw5fgREF8gIyMxeop8QaUcbhscCL1hn/ojWMOXCeA/MYsPMkqOsDnCZla1qNiQFQCQgZLW+KhIrPgK7bHwWDzi+8TcQrozDGp9XAkAttyVBNB7VlJyMlNQ4z2oMxAAcsVjcx3iQr7BpB3SomlsU0JGgfaBnY3Bn7bwfCBs6NDB4/Ffsvl+Xan12+ODEQx8DDDEyxvzlagernyfPhyw240PjPmj0m6WQ8aN1aTyHmIwIE4ksDqyk8cjtEzolxu8PH4BqI8Yj9mdRiz5NJdwK+kSFzjsA8ByIMft7hOTHD0K5XjhOevB7rBDy42JhYYgx4a7g8XbBdLnj+w3f4fKehfusdGYHWN1zfvWB7uiK8YQRlq+bFpnK4b/BtI+izbxwHDawpSNv9FbF1TAPBq0lmRxV7cdwJWF42tEiEG9q7Z/T3H7B9eI/+7gXZN5QcsowY3U2SLQLoBeDx4h4/48XkEGAHMX7KUykmKfQlEVcCsvIag6FPnrprwtugw1eAwOmcAzPIdrxcJG91pwRTY5eHco+IyaaXWI3VezcZj+dg4cO/Y14ZSU+xXzoJMUOSjE6zUHhDs6bCmXlzWiPzKFlowhw+g9I+AdcJVVb+8LypHBVwGlELbShPBDLTmd8Pab5qjLrSZ3baNy/OHFsy5rAWSqSV8xnAgRiGGfXLYo14dfL5HcOVD2UNnlC4Ud1eLFrG1zrPVLMEwSQ2YqeORgEASugJzqiRtGqh1TdHsc8TBb3GYnDC2MkPGAJTIFQoT5OJrPIpGlWHOuqSLPDQ1DMxNXbZDFX6zNy4nlcxS0cyl6tcKR5nNadfOuNndzHKQHDD2FSJSJznxO0Y+PR6x3/6/jPin37EeT9w+/gJ2xy4jIF+v2NmAM1lOs3mgnXxMeNgMdp8daE5IMORGycIOialkRnIM1AeGZmTUzNDgwWM7EzUhLLzRPoOIHAeBz7dT7Qx8e69Ye+J233gy20gz8TV2ajbWtc9B3CeyM8H5qcbxknZ6fU88d4NH7aOtjvismHaBa+XK+7XK+JyIYNu25HumC2BecDgAgS4d6YApKZzL0PrBpwy5s0or/OHxNG9aVQ3fYjOasC4U6p2kpmBGZjelty/zLprqmHOSTmXJt627itnz6DvkauGd6+hA673IkMrtJ/Y7ODvOVI+eb5yf569AJv/qmiVGxkSExM0KwtN+cHaL2Uh0FVrzKnzQnW9Zw0YgEgJwIxJ1loDzzerZq4D9vPgkZ8NojSrca2i0DN3pZqkvDaaNm/UeCo+XI61Kyq1iqzSIup/BKpK+6buUvpCaqdhASstHWmSdSgou8CZ0o/nAwrD498eAMVqFCoB43dTkZm6BuMeM3WzMxjoE+CopgyMkTIYHDKaYuJBKqmvztAj4X0wcwwPdk+9arkUulLI61uncNfCefxOLMCFe6zkVUq+UPCK3hN4FLiJhwbfAC+EX/eKpqCOdB46Q8lFPT2aPU5cmuMC4DJOrpWuTmgk2pRxrjra/A9H6eM4HrWhIHs2AGVWeBzI+0GvG3dE7khQb70gT6GZLq1ddWgXCJXqyqXBLMApURrTHDKN1OGbYDJlbgpiCtIAhp4JC3AXRdPR7EBDR0PQV8eAi3f0dDjF1/yecwDnAexXeG/oT1c8N8N2P3EeJ6Y5PAP7Zcf1+QneO+epz1wABMcN0/SVCLW+u5O6SGo9E08CBI9itnWdkxmYRqO92Rxp1MH75YLt5QXt+oRs21pP5rZkPFvv2LeGvjF0zFkHfEnv2k8K5VA3giMtGyBAzsCJJjMmqindWsLlj9OboXvnJIrWqLFOajXHnBhzrmK594atM8Zs24aLOt9DlHFIapJiTpXOFiljLCvPB3Xzk3Psb/cBvPFd+qW+XMVg6jAM8CnGkkqouwiNzpU8sJmheVfsV3Fl9ogdeBP/jbTOmpRWn8dkCJJzyUIwmBjlJHBTprUwyJRcvgkLsgOURb9hPbwFzIuWnY94CEmRgkblGexcp4NMujkx7gPjdiLvtzU6tliK0w1mfcVxqIglnmSPZKfkkXq9TagLuFmsDeiMyrfnmZIZJVnF/oOJ6al7zQtVmu4GlwmgcMqH8rPe2Y0eJpFkGUTijIEizWfF/jGwXzdcDNjHyWJ1Z2zISLQR8KtJ1uMLxIQ5LOiZg61jHThupJQ3Bz6fyM9fEPeDSXUEAZJ6j7f3odgn8BUHE/UzVg9aRrIQe2dinrFiFVZxJEalgV1yB4Y5MCZC97QdE0CDZ+LaOloAU0DIvm1M5ATEZYITEc4TcEfbNvSXJzz1hv7pFfN2J8s1AvvTFZcP74De6Y8yJ2VHK/bLXwAqVMwAMSvMHe1imGIIKpuB9YaGHTUKe47Gc/xCRoxZhz9f0b/6gPbygtwu/N3kOdh3+bBsHXsXA7GeP1xUe3YRraagmSMyZHjvj9ivIg6KE7OkxQLXMBO9G5pv8l/pBNWCvmRzUEJbsb/1hr5tcCj2X/YV+7lEGLtiBmI+4jxUeBiUW4k1Z+mYZ+D+5cY84foLB9BZaQCbWMcuNqu64JinYqoMONe6BIFMb5R5CJktgMol76Df0lzACCe4tSU9AbiKm9liHK74Z8xNKLWXNGYVEvz/VbNAwp7NKNf1YisXYK7ikRen72rGuiNBWUm8ZdaD1xy+QOcHR1sFmaaR9gJKCpiw+lmeTk1foIrFVkVc8tpDh2QKWmH+qVpA0gfekLkqngKiYFjyffpn8ByiwaZYP6564E3OXGc0AR81aSP5/6txWLJOyVPDAuPssFHeM1IYpOMcA7fbgR8+vmL+/kf8uP0j/qd7w3E78N3f/hY/fvcJn+8HjikJ58oZ3zymqkdcp7oDmY33xQwQoO3m9CeDLbN6AmJVB/DeVNEPd3rwRCBeX5FuaOeAI3C3htMPXC4J3G6I1wO7O56ed2y9L2PXzIDfA+0+MGdi9A67XrF14KtLx1cXSjEPGL7zhh+ennHbdnQNb7C+YSYwxlDjCfSekg1G7caE8p/J2EzPFLKAvUDIOhXNAGyLjNCNjJaabtnVNEh31WGM1VnqBa0frm96B6ZrcIOVoTTPmfJmqVosIPlPSf/ykWfx2fGhPiRuyh8B2JvcZJn66zwJ1SMGWmeQ4dbgTm/SYjjPZJ2HwbMiATXqBahEoiEIlLjBnSwdA5av0X91JgqcLvWBx+E3K3GJxEA8kLM3oIBDM641rondC369rgA4180kkpvBbpCDm2YmWfjDcwXQ1U2IUADFCkKV6C2qGsRosTJkSlgymAJYG8wLYAEX6IzAUewNBLrJANCBAjgaaGgbog5bTtgk3S00Erd3X2Y6BjG15EbuKECd37hGuT1w69oS6trjUYbyr/X3lVQudFaIfVSS/fjOEUQH11NK/Gc/t4KXF7mxi5mhTg3eHBpJh/RmiY6E5UAkR92aNz4jOWBDRoYLBBqTHbwx2RlqjYtfCbBnwoaojN0XHoUCs0TrBXgQpA6KWju1FA3QzPJcII4PdS8SLKB07lT7SeF5AUyp2wwz9MapOedt4oLEN1rfnwY12pdM9JKSyMjIguuH2nbOnHdz7M6OyDwOWGMnDd6Z8KFumYC+xm7bLmnEOQOnqI+bs5tL4zBXcJn01wVR2s0IeOQcmK0T4dZh4pcrpz5o7FlC68dIjdv3nca1mhhxnAPnDKBxwtDeq2AutJvQiuva06N4YJQQjYFz0uiqt6bEirHGNG2h9SYmiAAZEHQ5k92EBEg1NZrD7htZMgBIuy8GgZIodyNl1RwzCM6OGTjnxKHJTb01XNxY5E1NC/slv6RhX7EjCnzk6TfVMWKCIkAzuI1aM3blBfhNHejN+axrolmxKRIgW0ud4zkGRmLRNFNJC18PNkkVzYzUMr920an5A28AY9RGRnUdrJIzJaUzAqe67GbUQ7s/im0HO3hzTo04pps/Jjv09G819MtjEgO5NcV2YeyfBoF6c03gESFmAf2VVPL7l9TIKqV6xP83+lDKY5XUuO5NsssbdW6bCeDle1jteRNQ0ZzyQHOeaWeshL6SeOj7cPIMqf9TdGRrTWBXABdnIFvfH8vbys5Bxt62wZyxzBHInBwXbECW8SQg01Bb12zgzbR0ebBpAohGYleXmtkTO1Ae1e1ms2GZVwqlYmcLKM8xslfYJWtbQ3vakN//iH3r+ObdO6QBn+9fAN9wSdo32QxorITOUEPrO2CN4LNxoo/FRNzuNO1+uhIU0TNaaw4/jf0O4JgT58n71VsZKxop373DYiCGjAVb48/Umr1cMF3jNeHw52f4dUcWYyjB/W2Abx3b9ULvqJ1J53mcGJMd425Gg1ztbROT1GtfCTQpkC7BEabnOdiEkJda7VMIKGo7i5RiGAX7kDhhypcMNda+98ZJQtvGGDCKfSOWWxXczqQ7hvKuMXGeA+fB2N96xybmJlmwv2wAPY6x/AOs5G0+6TcxCjgGVtmtgmicE7bL18oq11QlLASEe/iEtwJLlL+rmbFyXHN4T01TY+yx5WdQ3wuPwYJmnLyFB4gcwUEJ0Qw55a9R1dsCrR9JXibPpm5ipgzGWqX+Cj3iwRvE8DbWImJCrwZoQr5qxSgs9hbY/JIfAxl/+UauUAVx5R+xzgPuz4KHy/ZWFgNBJnwx9TSZWS8WuwRi9G6qHSouZxoSxSDSLaoc2GxJR0IyGteezeBgj3G7M5/rMpCPQZBlnDi+vOLj77/HbTRsP9wR5x1ffvePOL/7Ee12Q4/ETR53zQ1+6RgjaTbcDD4Hcw1TTfUWXKlR7IOgnG0b4jwwByRzhYpzxVarKaKqZuT7EhPA/cDT8xOeN57H5xjL58Tc0Ztj7xtMudGcie04sY0J7A3vnp8xx4756rh5YO8d0x03c/y4P+F+vcKMAHHvZHVbJKeMxcFR0TCBKAQjFkhiCaw9sx7rqnshxp9XDQXjuRdAeio+k4iQeWIEaxbW3yWn5jCLUA5BIHvKX8oxbcC9LxAvAwin39Aama2JerUHvcBEM0neBPzYIydKJKcIau1zWISAL4MmjQalVFqn7I+5chjTPnHMeRKEcRq2z6l61sjSQTosBxoaaF6LB7t6fa9//vXzPVHMqun/hkmRS8cNMKHJZgux7e7onXppGtEtOEAa7niAH87RRyJ3YuFAKphNiOIMmifNqE1OdkEJBWD06Kiws2I2Hn+2ElTDOrytVWKKx+eaAXPizAAmnY83470Is4IQSOdyQ2YFMequ0jSvW+PfFjXJBEwU5Vtd+XKqFx4mFBgwGTgtpHgBJ2uFqtNe8ArvwyoUhOhmmnRm9bP1u0yu1x0I/GREohUaSrdAmDo6yzk75Q0wAucYsBmIfoHvjTo+zZYvXT3ejDLN1KSdczwkI1dp4M5TY9KCUwIuO9FNdSJNmxXStfFwhUY5ViCBNgSnKmBQAlOdaZ9TzBWdn25rKoA1wEeok4DVbTghjxE3oHVcZuIJNJvlGnFcZLjK4FYHDeB9w+X5it433G4nJSPG8WgJUHO+bStwmAOnOkCtKHOagmEGsWnUeW0NNR7cdKiMcWKupWCYjR4EA05pROs00xLdfbYNSB4uvAmVrPJQTAOOAAsqrQGv+157GbU/+NoStSq1v2qSwyRjTTTb1jiqshlgqYlJ5kygU0Vh8et18FH/riDaGmYySWhOkPTSWHSvQtoaZYh4JPcjKMfLmtzUGuDJLqclEdxf8Itu7/QiWadiZVcCTQhm+irK2SHuiwJeXYbKzMwlo7SaopGr6K84vIqkOZAxRd/UpKqYyNng9hhdCRT4XHHpATPU1y22kamoKoPJKq5ZOCoJnvTfyEHq6e4QIFGyJZlhNh64kZWEsBuSYi6YK9EGUHZ3Jj8GzIkpfXcBAKs5UdezDiWy5KpZ8Dh2EyUPWrsskve4ABdTNz7isZ6rWH7DciwTuWLo1fjCNMCiweakfO/Nz8ecGMeJMZN/3y5kS/SGFJV8fY/JZLVGFccxkLc7rDusb/CXJxbNp+Q+kfCXJ052eMNksUr+SzJDhi+QA0CImUhWS4odyGWqs9QbbJ583jWy0xqZJgZYd3gk+tZhOYFjIDtjf5ZMZb/i0oHL1nB+eUULeY1cdnjJOEGGFTLQ9g37yxP6vuF2O6A5ghhjIBHw3tH2C8/VZCJHiJmMC28Nftkp3xHdes7BNdm7Yr/Ow60jDufUkAIRlKgPyJS/OXy/0I/r6YroFwDyiTAI+HAyMjYC5+fQ+hjq8GICoa6vPcwAE2BOEyhMnsm5unxxDsSYsJbYfKNpeRVeO2Wi4S4mgBJbxX47h+R7kks3B3on8zcS3iCJrfz3JOcIdPqnAdxHg94L8xik8gOcKtQMvmsyxvhlA+jeXN4SHYz3kvRbgkS1gJdX0opbgbRtydRiFCssYTM4SUkmqDyHH2ywRGjiGpsmntrvTYd4Vh7NT6IppSuWTTQ4wqsBqdijfDjUzGv2YMwydiSMdAywTjC4BV42w9N1x4zADYlz8O+Yeqi77w/wAQbmH9AAjXUcaj+sWgmLkWkAEDTnJEMOkpsUWFS/w4lidVX1gRWHUfc/+d2q8fNoxkJxk39WxXGq+i7m9pJUiV6TlSclAV2FS+XdqgPdASfITKP5gDnZahEEnmcEMoAWE5fzhH35hDkmxnFgfvyR/z8D0xjDYgancyYIwudkke0NQ+elu6FtlBt2k3xQcQhNzdtJ2WCMg3HA1WBjYcC1CJBpWvFlTjQjG8K74fLccZ+J2y1xKt6eM3F5okQxZN7pg4xxf96xv3/CGVfcLPCb2yt+uJ1o245x7Ti2HW2/0JvKfU0yizgxnQBJuGE442A3TYBl0SggSBOvil0bnEqjQ46NSCsvTdXs2pvedBg22l6EhGHINyyrpHogxcqH0f+qmqAG+ak0F5DB++1JY9yamkU2I7SvXOOWxehCgDTcJD6QtfarUUd5ZdXYHK+uHWD02spsJGHUe+PBilkeW+fAGROpn9k2yZsjadDeyISt+FXTw/6rM1GoEbXl2ca61IUaU2IQZhh14wDpYiXhWFGEm7No4dnmOlhrBrQpMZogbRBiCEQGwRTjxhrgCCcDsDkLvTLP1O1Unv8o9uvPWfhz3GxJgkzP522jrsCLhY6Zc6qP1ee6jJQaDWyU3O0JXDo75LyEKh8NGMAUlbRaXmXaiOokuakwVbIaQiBD11XBTe/Z8pFc8xe0OK0uhBQ/elhUUSja34z/LJGm7rECLeSkLmoyow4pUzlRNPI4J8YZj8C6dR5OSOQm1LY2+RQ7RfIK3A/SOs3QjsEEfL4BSZ6fYG+MVdch4f64NhUYC0Saou2hOq2G9ORo6+DfV5FiSq7SfSGqxVoK/W4zwxn0Y5i6jKai7zUmx9+Z4+Idu5z905xeMtrc23XH9et3aJeO+XrDOIZGZgfSHZdtw77tsAwcY+DMxHkcuOyXZUpskqeECpi1YKsLrQPFxNHPKlZBf4eYE8MacO1KyImEw1nQehPzQ4VUa9LFat3FnJxnDyzvh9Y1C17GVM0M3aRPrA6lQKgaO5rJ4rS7YdPo5Nao4yS6T1AjNLGoUOTWDHvwu7YyWbTHfomYLGilgS8A7ycSuCi6PgG75hr9B41Tn0BImzl/4UyUKdyK02QIFFp3duYz4N3FGHyAsS5G2UrCwASN4Bn3nW+c3vWTOFb0WOCN1I4xaYrRRTCFe9ASSwNb5tqkjxJIyAJ33nxGxX73REkvHWTvFfDCutPW54aSjm78PTd2/7E1IDp/BsEEDMC2P+JUGZ/CeFBbdtYkDyR/yXByQklOxT4WE4UCrcO9EHZoRKG6isUi4CtVBCubj+CYX/1cmWtzAs0j2V6jhdM4WlrARcyKqdxja4TwGIj7iTHEpOwNtu/Ljwr7LiCBBTjmXD4UOWkcm58IouM8Ya1TvjmZXNnLM+zpusz2OL2IxXPlApzi8KAGr5sQSvaVElUjCGOsGIB6H3+YT5YpaUJsnMuGcZ4CCoA8DvjtC/DyDrdjYCTHt1/6hr3JeN4MU7WZwdGfn3D9o6/h1x3x6Qvidsjgj55y23XH/nRh7D8HRibG7Y7tckULAv+2kn6aOUJNpQVmeuP6USOAsb+t8znOExMOf36BPV8JrPQNHBGt+2uG1NncNq5D+n8x9qeLGeYEHXzTxLg0yrcV92tE8GKZhPIESakY+9nV7Y0jwl0xmYaloCFuBGpaXusODOe50zuTYDxi/6zY3+xNLsXftaZ7VHtNYBzrDJ7zI1kMhmiOEb9sAD1jsIHim9Z05xQ7b0gxs9PKFhLMLc2QdgJG357mJmDQWLwmBJ/46l5lFeZQXEqaZ8LGYpauBN1M+THZXIFHs0+ZHrCAC+58FwZDM36xEo35yOYqwhWjmaM0tL3h6I7jTiPaR9sRANhAjqTJuQloTpSXjr0Bv5PjodtbEMRWPcSUeGrPMib1AlyMn5uQH0a9b7FI3pR6BX6u+6ifq+YfgCWvrpKa+0HniuoL3r4kAFR1gUHycZ7JMyH5B2sbjyRLYE5sntg2XywCzEBLw2Xj4ILQGHjPgZwHdgukB76cQ5ZVYvEcihV6fmia2BP0cZrBBmRLl7KIzd4CDLw52tZgs+N0AjDJ8mvd9wO5mowxJ3IQNLA4EdFxu0/czwm3ht6BeeFEwWMEjjNx6Y7dge0M7CMBOOyyw5+f0efE8foF3//4Efc5cG070HbY5YLeu7w5GtzlbRiJGLVmuCZCbIhiD7kFOjh6PGQ14AIMyveMD5wyraj9APAsTUOZepd5c+VQttaUgntMMctTJszyNjECN621ddYyZ5IfKkxnJ6+NdhOuWop7o4gHVXdRHpjLq41n+USzzv1bS967zlNbn90SlBlqnU95eh4jcAaHcjCVSjWpuPddzK2p2prrR815iN30M14/f8Rx1ePK51ygic/JJERmb6ZxdaYLNS8zOpMeHKjC7u3oY+j9qu6HSevojqERtqQJTUQ651gn6bIGIFpDb7X66vMFLiNXnckVyb+rItSTI8i6NqHINAQ/HjXAo3sWIcMeBrW+9cWsiAjKANxg3tEbfTFkw6SQZ0AGIorex4df5o2kp8kIV4Ez9O8pn4uVmHDfPi7NBCAsoIV/XgBeIYl1o1nDsJitX1Napo3BN68JQFWTNgA9g8NsAisRsX2Dbw7bOpNpdTBMw8AtaAyZMdc3QRNDZ0i7ZkYJwAx464jeYNcLcr/wO0eyy1WoKSQx0pfLujwdRJZFjKQJGlwSodDY5Famw1WwuTorSrQSYhDJi0cocHcjMh4TX1R5bc1xvV6JdppG0M0ElFxenp7Rrs8IGMY8KSdJw30G3CaeBArUAXscN4zjxL7Ro2QmmSk2H+PHYKLUVwXh7MwNq7Hi0qwjVoCw3rHtu0xfuz6zrUwgUc7YWFNLCoh0M4JEpk7Fxt9vi3ZYII6TZZMad1yGcVHsJx7mW+/YOhklsMRIHpCLsVLFdEAmZrbGy/Y3E1+KyUXjUcWRorQ+yk+xqphkn3pudf+GTA9bOHpO7Eje9F/wy6JYX7qDvcNnIHMA6AQ2DTB5PkDMuUXnrbWpmJ4G1Lh7L+mIOTjCEIu1sM4wq9gvtt4MFeNcldkaWooSXbhBPkAzbREoA+BaCY5S9cZpUxYyaDaxB5UkA9qKQUZK+qy8mHKzfUeZ60Yk5YlKDtrWFti5ilwV5zEF0oBnSs659OnMY3XQ1pcIZbelMa4Ive4Rmxnc/oZiytT3X4ZpwDpTeB3qQOm9C7jhfdIeDIG8ehYtuZcjHtO43BJ+rbG3HDVr3vneZQo4AzYGrzV5f7M0teeBPHgO2LYR4O4N2K7AyzNwuQI6o1JdN0pFQuc4HzKVndWNqqaBTjRRziGphs2AbR3Vac2mQgFq8MxYYBILQ3blzRu6NcR2wRgnXvsG5ES/bri8PKHvO2NOJnIEsHUCvy8vaM8viDSOWzTHMMcxJloavG0rVhuA8/UV47hj2zcAzAHGDJ5dBtQEJG4XPj9vbF4M0cDdGhmVjQVQwIB9R3t6IlOjc+JOeagAeDCNViOB9zSThVrbutjhpvNepvGAPDCMBY+72ARBb7A3exg6R7aty1uAm2rCaFgatVUkPK5mSxps6wTpt23tw3rfeVJC7dpXHOtNOUBawBr9kzIGcPD9/G3sHyqY9vhvsR9kxua8wXLA/AqHvKHmqeKJcpGIuRqIbeV7gfReBQOMSDwsfUkMUQ1WVKKtXMYTppieKgrLRBoFEphpvxZwrCYsyhepON3FyGIu441AZCypaCO4o3wygvHk9R6Y54F5TORxcsSsmABTAHJzTihJxc5QZ90K+JPNwYCr+KsGM+8vv7aMQ6V4cxVbdX41/WBNuCrAaUlysqYxPopV6R14UljVb2VKC+V4OmMb97zB5EsGPSuB7cqfIwymc9URmHXNVbeDtLPmhs15zpyRADq8O7zv2C473j1f8e7DCwKOjznx+dhwtK61g1VYz6DEDjDFEK6fCQNOnsNzDsxBtkPbJ7a+yxJBDdttR9N5MczFQqaXX01stdYAjWSm5mOHtY3Gq683vLaGbet4vze86w2316GzJdBsw94d+6DHSLgaCBslzNu+4+4d56RUsG073B1HJJqx0RqqE86YbERJIrkJAMyU8atyMEBN7TriDZSlWE26oyGyoRqblF7zR4ViohqrHDuelW9oheYcYl2lVCRQrATXhRZw3etIwDVZEUYmDYc/0CfN3lhVINX0iUQk5fmEtamkWFNmNeHTRXJY4INixsIkWoFnTiBKdXYzyDtxLgDVtN+4hmWv4PK3zED50dgbMsY/9/rZIMrzpeMchlOHNy9kIpK6ZzKgHRwwMlexXeV8vqG91Tz5ZrbmM/cm5LI+0Kpo46U8EtGEWcBMcpIatxmJCI3Tq6VSsgwUeGALWEklJUWdi5xAAxc2mEC6UPJmTAosbI1E47NUwRAQe6a+a1GRBAg0W5MhTNe/DBaDHdWiEj1066RNLtqfpdg6BB+iqLNIrUB9ZyujRQU/gVb6eLKho/67Oq+5QC3oXo23IFy9R9LcDVpgrkS1WaLB0S4d/eWZOre6HwaUSzezIhZA1cVkMdtgmyNPY/AeA7419HcXpD3hHBPzSq045oTNk5Kh5ihXUp+MKNE6TfwsgahS483FmNpoYCJa7uoVrDOAaTSInTrQO9tYmDnlB8P1tRkwumEGQZjdHE/7jktvaN5541YXzbDtG54+vEN/ecLty0HtprG7Z92x9Ybem+4tC5M4qB0/R+BS9z4opTFLrLGtb4COVbC6Yd8a3DbMwelRMYJA0L6Rcu+7unRdukKZsKqL7FrnBeg1l1fJ1h9FbmvoraHLTBhWQY9B2jMXewkVhAHqUWv8OAxHgt4E8UbuBTw8bgod03O0tbawCnXLIE00OFmF+Kx0p5bLmyiDKLVyMXQxhmyo6OqMHylWzS/5db1uGNNxHgdjhjfpbzvNkiMWpT40Baq8S2qij4IualpNF4sonYcYu0OGcr6oZA5WzBWDUdQKIBU/eCaMYLykpw5BaEsmnx7cJ4/P5neZAoVHeXb0joaHQbmv9ccvYdpP/Jb8GpHKhHsnQCOAgJ5TZVrM96I0j9cO2E874mKrmBcAKH6lgCYzrDiHTE3rqeT2wWhkp0X7T1MloEQoZ+re2OqoRuSSyKWYj56ikkMJmyuGrtjPfehmGoOsztL1gvbVB54v6rJlMq6s2J+K+1Njhp20a3SuHYwJnAds67i8f0a+f8Y5TszrE7BtZMgcJ01kPZcsycUoidYxMRZIVHHh0SnT9Qw+wNwcZfBbR0QkO5Oh+9wbr3mOk8/VAdscPRvG2MUkCWx9w9P1isu2cWqagBsTK6VfL3j65mv0d8+4fb6TEaTi3wRMtK3znhUz4n7HeRwYT4E9qokhI05jjH4QSMV2lOTJm2O7dLhdMM5BSZx+1p6usMuObBv3VW/q9jsbB3MSOHX5miTjZmud58S+sWhRAdJaR+9NDSBbIDoS8qxjrliF8sPkkd4t5V2W8w1TqYKPOoMcjSI4R14MWQzEAmkjWBjPWDIHj0RsGzyHvgvBsalGF4yT3+ZpsJN7GNvGfeKGjl927CcouyHRCFBuGxAH0tmRjziZj2RiDLJivRGIHtZoLF2AraUYilggr2lPJnIVS5FiKCq3RjFW3ubekQtwLv9EbXh9VlP+wXy8poHA2WGeMzAmpQc4HWxRifIuoJ4da9c43cA0TvOA9h7BRq7V7gZPQyRFesCG6uRE8q2tPbgsrIGTzIDKL4LMW80QUdpdsT4ef0YIaD0fAwGLytEXWwW2uukGsvceU0ux6rMUcyt5sxZg02cKGDF9V0k7usHScQ+yRpjPTTKvI3EfgTkI3LZm9NPrHS/XHd+8f8G7b7/G9cPXmN5wto7XmIjPr+AETeVzg3lm5fXpAsIEBrTuq5mSM8SMvAJPAU+HY2iUuSQvMmml7cCE5cmiuq7JHbkxrmyNRq1Tzcq43XDLK8J37LqezQybydzUGjw0FROSO03er+vWEJeGe7sinp7Q9o2N3CArHmDtmsHz9VHvch80xcZIvLF8MJRnFpI+Lr7541lY5fCAT3mG1DSjuodEM7A156RM5VyoJoMR+OBAB4KTBaBAZwL3a65FWGDmI0vnl5iDsiiDY0Q1NZVjRAEi9Mcyp8m46+do/CsGVKiuVI5Ze9WUv8DFJtaAgNozrTGKZ9AvsvWdOcHycEzVERU77A1D+p9//WwQZX+6kGp7BzI5czmHITQakPWoFp8lMHNRwEvblwBa7yp2UjIAPsRCnDLkEQKXNirFRCa65vo7X8csdYpzdbdICbdW00LILGn6jqnGEmQsWwHI9f9N9N9aDOaUJWwmRZic6LP+VwkB5UyhhIAFeFEYqY80jcqEPE8eANMavamDYhYlXgl9Am9j5gqlj/96+/OoXOXBVoFQf4BJg8cK4muhKFAWY6UpmBe1yoElCSH4pLnjCLTkwWnSbLeEpunECorLLVy0cixquO7BrokCxwkbJ2ANsV+R3WGDJkbofT0bTLF2EouOvqjMRqkBkt1dSx1MKjIiwVGbKA8ZwSwhbwJLjMHkeAixbSqocYR+xnCa44hAz8BmDde943lr2J3IuQ2CRN4Mve/oT0+I6zscwY6oaf37eIxyhBvBDhhHKZ8DeZ6ccJQPB2kgMGbgGJM+NLUWskxbJ85IRKOVZTNHjCrYVNz0i8ZOa39Yg9X4wkEgLXTillFt3zqDXO8roVnmWP5gLcHIvKlxpQTrpN8EmSlkwRDQO0cAFgIBBSbGoyNaryXZUDFoWj/kZ7FTe54njjFWEdicVPvemuLQxDkCx0GZRk32gdM0b+LR3RqRMsT85b72lyfgONY+DjOMYYg8AbRVxLhzmgFMfk4BpCcaEReyhpzsxZJhBbj2XBNvVqyRb1IINPxJJwFidUAO7rc7GXoqxl2mxOZMDntvYhECK8lGJZ7Bbn39t1VaoGtqDdgC5pQOcBIA/96svHwaZanhPK+ShSiiS0f+OMs0NfzN+QGIrrKaAgYCf9ZYJWRVvxUrdabyv5UkpfaNYGMIEKq4TtaHo5HmSLsLgdzhNDctlo7jTadL52EVQqtBMCcaksBT4/hfu17IWhtk5kA+BtXowIwl4cF8SIj8clHsPzhu3h1xvQKbw46Tvjrb9pCojJPXVfc5k/F8a6Qcj2RBYg42HfismPwB6AlgW11WAwDJi8Ir0R7sNruhdwIucqZjV7NvuAfQzsTWgafLjuu+k6YeA5hqZnTjZJuXd4jrC2P/jAfV3HVuXneuX8nPBijjzOOAFVvWOQ0ISIxJQ9QxBBqBa2NG4Dxp7pve4Duwe0Me4FQbB3DZYZcraooa5ZAcNRlR0k2xcQS8oXW0y4U+R71XCozWu/6M1O4QsNdMcpsCsFCFoLqA8isp5iCsOvd8RVRz4JH4cEpVSdGwqN/uqQYPR5Oex6lkmGDSnkmPBO33cQwctxMZQN+ciXlv7DyvQpyMGGw/f/bC/x5f4QDOgcTGODIOADwHbIZAYe4zt6mGJBbVX9uOTUDJqGvkr5UXSLGrtaqa0Xh8rsLswYgjJlCVmvH3zJUXpdjsobw3V0yrxqEVC3ZICp2BCRmghz38SDIoT8NECX3XwIy6LivQdQDBbnbT2mnI1dCFcJAF9mVNDSogJfEwwa2aRP+SAiFtlaWFwMAgE9t8nGmJB6AC/XtxrGsAg0VyWFaddQlOAnPX2cnzKJva0bNAfSw5ZACYauKxZujAuAMVQ+4HjYUvF/TLhna5chrluxf80bcf8O6PvgXahm+fL/htS/zm9gV5+4J5HhxNfr8taSUAeRapnmodkXM15Zn5BeJ+4MggA7Z12DgJdh0D3ZKADhzjTlPskoFnawTg5wn0hrZpktn9zms5B+AnPaRmww7D077jadtw3S7YzND7STYbHOOkbNYgv8XrBp+O7XrBZedZN+R/xhgYlAfNQUhOTNIJ1XORyJxwAXI5qzmI1Ssgc5Nn/0MWB2SjEiBCLC2TcDHIGpoRAqfwkANZAzBWbbRABbApUPYHlXy71uvyKUKpMgRgMskQC+UB0qAAdtMnJYHL8j5r7pxmLKku3JhDMLEHkLDWFmhjsrCIGbJceOwB9ZbUt6LfC+t/5v3FinMzqSSw2Db/3OvnjzjuGxH7mYgpNLABQMM5crnyugxfODb07ULn/XIFSANpcCattCvhzSm9Org5u25yIHHKhJL2DTzsxPDSzp6rMx0AzjRp9bCQs+YQa0TB2eMRZFBjOx8muOuL2yPhmUKqH8pCJvhbAj6oZY40nCPgPrH7xudfVEBoEYihvTruulddb+qLsVI7xXUPbSXiRCTV9dG9WswLvqli8JsuZGOHwBAaHc3kLRSweWeZCIUYRCZ0JSZXooz7sWaOG+/pGAk7yXoodYhVJExTcZSwVMdpTjQDnp+uaO8bxv3A/eMX4PkKXHfpI215n6A12A6wPTgxhyjbjV0tuME1IrsKikQVHlyAnkB2dtRd+T4BFENR36aR7XvkRHqjxjNojpSWGDlxxMSRwOYNz9uGd/uGa2OQdQCegYbGJPrpiv3D17i+vEPfHPd5pwmVNzSvkZyO40y0yUkd8xwY5yFjQcrG9r1zzFhwwkEcJ13yW+OeA4GXcdI0L5Pdn61vNKsaEzWzomt0rwkkad6BRnqrweBJRJsBjYmv9cbpEepcmxJsosZNelt1xN0wIdRbAJ8p+S2fDUvTsxEo5rFkYyshSKDYUquQBB7dR4BU7bNhNho1hhzaQVwMY5YUKZU0nEAQ6TeYuhlc97s7rluj7t5MIwh/ua922dFBIHuOuchcDcA86e7uSbO+1hzwSRafcr9A0pxZsd+rwGqkX7pG2k43xJQ8JBMdQCbNNcec8Ai0TnDBwwXST8aTOIGkw3oYMJBLphlG+imtIh4U8WzszpWON+RJxRfBebjDO8cEWu9iApQEBjx4e0PLjWCtir9zBLxPbE3nRhIkmtV5zFwZYrGuHCCImrkA9IdpoRiWbgs8pi9UyTmUpFgiU8m1NyVedV4EQdUE4NK8k3fIo6iOGaihIbCygPCYA5mN7DpgNShMoxJjBOwc8DmRXRu1BOjmksdMJmuS1HQkru+f0VvHuN1w//4j8O4FeLouIK7YFTwDgMQFeU7MwXGYFfuXdAxY/mAsOlTsmaY2dV6PK2kjk1aJRFBTfWbimBNoG7Dv9ETb+soRjmPgiMTL5nh6uuL5esFT79jM4elokZK+bOgvL9i/+hqX91+h7w3HuDNed46WZ/LnOI+JNgZac8z7iXi9wY3T/frWsF82pDtj+Hli3g8m672roAvEcWLeDsxzCCzfsO1ANsM4Tsw4mRx7AcOUuObGHMUrr23q5olJwzGcHdm6pNuUNlhvmqRGunntZ2ukqb+V5lnYMiMPdTQRofXoKDlf+RJZyTjzwQhTd4j7oPwZgusuIjGOEzGGpA8BWOe9SAL3SMYsaG1bAnkGUvK6vTVc9v7fYr9eOUhxD5g6yo172F211gHIzJ3TcUxeNgPYm5pnZN/VREq+MZ/olCcZAQFbwAiMjR/CXvLAm1OsCaBG8XDCiqbfOHPFEDACUNZl6rDznNCfCdALsN44jlNyiBCoYWiSTtYZxEzblA9L6iaAXPPp0E0MRK/GArAmXJotpqRXTgOB5PZorqqFw6ZlNR+zZow9JB0AWRdLpqnv8Na75W0ZaG/u+1mV5/p8Xi8JZOrmj5riKanEKivE3C5QKwlmR5n1Bpky5jta69ifLrhcN2TfcfYNl3fv8Bd//C2en57w4zcvgCc+ff6M4/aK19sNeH1Fbx1n6/QpyZKb2gKjgI6ZJ4pib3OQ/TopIbE86dumdWPdgW7InMA4+Z03Gk2jGbI3zLxgjIm72NB3OCcDNRrNWgJuDZf9guenC16uGy6XTSCSE3wYJ8Y4cX9lbTLvr8gJXJ+e0PcLQSrT2GvJXGcN2tDAhO4mv52JyG1Vp1NnaK1Bnm0CReSJUqWiHikbUK54CQKJNKJPpA2MDOZWkv4rE4JbRz39OYOTRlvjNJ5aCM6ma5nCktnLSUXrmQFADKTvlFCtpZnruwLyvbLORkFdA0DGjiXZkSXrAYDyZ5njIeVhUkK8YNL/q1jRgUAJZU3nWpga6JWrmmRGBtapPw9D+d8AorSGLRMxQpudRejsAzDDPHk41wVVcveTI6j+Qz8Txo7YMSbOyQO0dmUUFUdF/AzOpz5HjVnEUgc0EGXsZtQnygNhZOI2J+ju1mTAR7TYRb8rLfAIjm7OBAv8ChTrqwuwmbGcrc3YiVsjOruDHiBFIRw4h2uxPaRJ3IwsLlK6JwISGoG58uZHMEYlEYAo1iwKqgOjCpGax9X5x/KDSCuCKw8q13vwLTWxJ20VwSZEVGbZ/BNR9GsjavACfIB+FzOQx4m4n5zAtehe0JvoECi61ZzAcSDc8Nod23WHP21EHp+uiG1HxsByN6+10zqwG/w4kPNOE1pRfM1Iw11minXiGFaSzUy6Dt3EmgllSuCSndgjE/cFrAARE8NqtK4B58AlDR+84f224dp37MnGliW1wVvr2J+ecPn6a3z49a/xR3/yRziPV9xfP6/3MYgi2Aw2Tpyvd8BpWPXUWTC11rBtGy77jgRwOzlifLw13goBG+oOmPaId0e/bEg33G83vp/REzPdxJSu4o4FmG1teaF4a7yOrWPfNmlJ8+FtoWtIUQADdR4kWj1rWDHmBLJgBalKABKGMi91JRWhWFASI+4VdWUbn9ccsZ53NzwYTkpiAMat9NC+TpkWM/nq2gvWHc06Wt+wNQb0vWvM5i/45a2j7+wE0xGecXbGwOGGebuv2E/ArUlug6IIPfahgIlQx+qQXK0OXQJo7NK4O7YNyEFA8cRJEEJJgCUT1t4dLeRy3x6x/zjIaoB3NM5IRo1otGRSAAML55A5aQHUj0x1TXPKqTMiNOJY8Yasx4bAzrNqDOQYOM+GbLH2S61zh1gndUdS+4iHHWpcpqlTVreN95PnjYMyobmAFFueAUxwATT1dy3VJeLDcBcLLxtoDK69r2QCSBbZydKg7tvypMlKNgwtgRYJnBNxO+B3MpasOWAkySvDWmcSIjnt5n5iNsMNwPbuCf7uiaDn8xPyckGeJ6LGf2byWXb6g5jd6QvVOCKUz9If7TkVzLx3hpowoDfj/06DefC+iO4ckgkfc+Ku7jYMS6IcTSbLtzuuceL90xPePV1x2S7YGifbVOzvfcP+7gWXb77B+z/7M/zRn/8a5/GK49OPKNNyB9A2yjjtOHB+fpU8klN/AILgfb9gv16QCdzPQTlCTKRRBmYCgBGxaNcZgbZ19OtOSvvHzyjZbi8KuyRlLBZ1PO47vI5N+QFs+479Qq+XkMeAl9xH+54+ZUyiwwIdlfM81iYBrgfIZetZ5WqGVapMgETU7VgwCh9xY+I+xqQPixhckKTExMAsiU+WwSAgySiny/SuzmrQ58X3Hb0z9m+dRue/5FdzRx6D9/USAla5V3JOGLqS2VOxV9W5gbmbX0DlXq649aZEUubAPVMFTHWUmf/TW2XAMNtPz2ETyLWah9rytbeK3RFJPhrzZOXVy1OJ5w0Zd5SodXOx+Fysa3JTaWBpLJYx0Z1jlEcCR9ZEHWDTWUjSX12hQJL136E/SZi1Zc4L1UArB0cjG1c+Y5m+JET25j6+BXgyq36CjElZiAWwiOAWZajM9zDtyYcRqc6fqKETsaa5ZDVMXEMTzBDu8POQDFdnRLBJ0baG7XrBft3Q+o627bi8f8ZXX7/H9XXH/fWGj999h/uXz4gfO6fvyCge4NlYw0pMZ0DOE+X/yMfKSX2IsRpw0EhiMgwhOYzWUAbZ8pvqLgPrWyOAfp6JewYOJM5wqibahuYdl8uG/XpBaxsu1w09A6eTkZQAzuOOLycQxx2WiW3b4DvNu0eSMNA3ecHpu2YG3JNNF9XPc/muKHOIyXPfUyAKz/qKlYAtBlOtgaY1jBlvwDXJhzJxnifTs/YAMtf46GSN2lygu5pRBWhRHiPunvZfrSgYB1NQLtXgOdGdjY6YnAhUZ3omzxkyuab2h2wWYEsam9og5bHKtLyttMXAvHAMmtyP1PCT4HtO3VeAmZCHmGtNcS4rHSS28VPw4r/8+t80nce8Yd87LEjDHzNxTEdPms2ZiTrtrgfEYrTSxVCgyeDDddBM5zxOzHOKtm3qUEvnDI4NczNcS5JTB7zq4RpV1t3XwZdmOCNEeZ0wZ3HHjqiQu/o/40aaU4FW3SxDyWAE7EiI5VgrlRtAT7GCCVqj5UYG3CqBxOqGlHm+l523gbxJ0yKsDk6xbawy6JIn1UItyRJRtGIzMBN9gBdZC5y7lcu8ycsGAF3Ntcn0965rX08vAGhTphlqLKmBxQT9BwIY9KtZQa80nTBQtw8kOVosmAYwz4E5GuYcNCa8PsNKO3gO5H3CdpNZlujFRdd3X1pEYN0mFAXeEoA0eVlJtPZShi/Hfs/JTZZCX9NwjIkvmcjueJ5MClvSwR8z8eyOl+74atvw5I7N6PQuiAW9N1xennD98AHf/vGv8C//u7/CV99+wG/+59/gvJ8oc0UX+AVrtAnIiZiU46A1tGDXr/UG2zZS/i3gSQT3VDHRnbTVKhq8NRQ9L9DQOrD1DrdTTC2UbHBN2elulC6YiXnD4q5Msfp+gRn1z/Rc1OcpqbawJQmz9pDSAQJEYsFhKxjDilmmZMD5mZYg7RY6ZGyFaEQGzkmDsBlkRWzQdXTDBCVGqb9PaCSz4lQtlDTSi1PXYr2h7Ry5SdmS61D75b4Y+x37vgEbfUxGJjBOdAAtJgx03ueo0cQ5TpSPFTzfdECCxWyDJAmnuuY64qtL4omafsBuvNbKFHLuYnt5k97ZsPWNmmN3nCNw3g7M+4nTaU5NB/pAlHwHUFKgJGNOxXwlBQxgivEEJmoiRJkIGkz0dEe0BM10CMzSeBmLaVLnjLfq6ikBtgqRSmAks4CZUpQCtk0UcTD5cINPxWx9hzWqMZOd+uVHoj8zkw8VCCAYk6NKji0rrVYSXs8sSH9uGYhsfAwqipuB2usx9V4MyA4Ts4b30M2RU1PQkMBIxO1EjIY5D+61l3ew6052xDiRtwO2C5QJ3mvTlB4rQ3AB35UiQuvIFKfhTIqKEce/TjGh+EzhLnNBdqbPOXA7gnKOoGmgv/ENeH7a8XTp+PB0xdU4sa9LjmIOtG3D5eUZ16+/xtd/9mv89f/wr/HhT77B3/+P/xPGodgv7xIT+MOcgON2RyS9SlLsXo0Ln0NndkzkkL6/b+hqlhSYRnlN6mwn62Xb++ruD92jNE7H8d7Q7WFCXoaylB3taPuOfr3CoPM6+Lsr9psRw1LBtphf7aE1j/EAT4AK/flgh0HM1k7Z5XmGRjTG8meBQPUUCzWiOoyc8ubd6c/WNzJVJZErmZ0Baq4QZVzGpAZY7+iXC7wmBe39Fx/7YRAD1Tn+VfsBKgZjnMw501YMt3jr/zQQ2cjOsvKVYr4Je/jR1WhdJg7Klcv/ylyyXgFo5amQYNPS1PyTWTxQDVCakGaZSyo39KR8GkYJ/gw2fHpO+cJN5p5QM7L8FxeswQzZoXuTzvMj5VeYgE3KRBcyCTxkE8pLTfk+uTYlx1QMNqh5OHWdUNc/4bPOqAcgUK80h2kcMI+XXNeBSI2hraLTBc74G8qK4r+9MRMXRFN2AzxKgn4xoSvLBNpO1gGKpcJaMHxDesP75yd88/4Jwxv+9kvgt20ipuE77Lhf3uPlw9f89OOGY9uwbRufHQR2B2BuSOPzK18eUpsHbL+SNToGYp5gYwPInIgpkDcGpS+SmWRSwplGq4nLmPA5QezOyUaEU7qzdzx1x8v1iqd9QwbwenIinw02S8Z5YpyDDeLzhG1GKwLrhM2SAIZ1h4MGx4+mYaN3k+LqmBz7jI2AMGuaAHwTIDQFwIHnblnGoUA4rn00Ms25FqU6AFlgCWNOE8zXWXQHG/+uplnlE9DarVViBQcKpCvvITVkDHjUrmKvAwAafUc5JKAYJuDa8kZFSug+CTxEarIPjOvdNY2x6vXW9NVz7X8yhjl+uZpLhocJLbzBEZy4qPNujTnOAg//+dfPn86jDURzMd0cDJQ5njVDd3bL29ZJsTTgGDpwhXzlGey4d17oOaTtnSyqx6LYBoZROpFBwKF0tkVxYSDNhZIFJEtonIoTjI5oBnQFkpHUmvWkgzRMyFOBKQqVDS49O5HgqRFMpZtn6GOAKVS5ksd6wMU46QTuUdNOplBvrkMFpTV1oRaTgJSSHWWFM0pKbN0D1LmzgI8Ke8vMGI8kOvQ+KkGI3urzIEYZt6oAHJi6VWJjwDTNRp82NKLanbr0bsgpWmRtAGShXfzsQlbbhXRhS7TLC6nTmLCnK4uNERgDsNtJ4MobovnqippMkOqsMB1vpa6tm2ObNphV0W4EkKx+hAVO+XVww4KeJGPCW8ecCg4G+HliOydexol3AF7g2BrlMQ4lkK1juz5he3rGy1cf8Cd/9Wu8/8tf4/Wc+Px6ctSwKOrlmeNZzA4gxuRse2k3S4vf3OGZiGaYzbAZfUAiUia5Bbh0xMaubXOXV0qxCOS3Eo915d00M90XILIJlEszbJcdl33DZdvUiWTXscygoAQgCxBKJr2p+8jiqkYd5gIVuacCiZrwUL2sR8FT/kehAFoGxwnGDHeTH1OgeUd4Q+sN18sOTMaYY0wc56EEn0wshPE7KdhGMqGv8aTSCS2vl1/qqw6fkkyEuaasqLNXxsKXC3zfGN8Ow3mca7JSRFKb3AC7MAk+z4lxHJhjsjsRgTmZgEFxJyeLJG+UxVG/+ib2mwOdZ0S0xgknvaG1AObQqG2dP+pq0wKBz5STW4ACKlwHNcEGytlYiAlxLDZbFrxOunpW+yuVYGj9tzUVRQCeYv8aP17XspJXvX/9fWLtUZ45KpSz9kgB7mKhoDpUStSRq+hZck3F3xrbvpL8OlMBIJ0mwQJQsr6bN3jn9Io8meBma8i986CbHciJmoeFCMYlp5keJTmO2J6QlwbrE/35HdB3JCb8+co8b0zgDORnyhmxdUQzZJA9YXOu6zJ7TIGqe4YCcHat2ULw9ewsfsoMXbRWxf4xE2MO+NYpY8ik/PO4oWfiOQ0vW8dT37BtjSCzzrjWN2yXJ/R37/Dy7Tf447/5K7z7m7/E6zHw5fXEGJMSJIEoi0btLMxyDsRxcN+1Gj1vAgyB6A2zN3QHpYtz0pPGwOezb2jjCtjBpkStbqOB7Qh6ftXLt53skwJgmmPDo+nQr1dcLhfs+778bFJdxCWzxQOELhAlTQ0HaGtELAlaAg/gy2RGCyb1BZxWg4tFMp9RxYmwoel9Yv+gzK15/y/XCzAmxjlwiu2GFENlMbY4vp4eZCCjpbXFUGXK8cuO/TBS4S1lCqv9nBEcx9o6/XRyoPWGMXPlWQkwXgfzKD7LjsVXyYDmYrwB/BjjQkCeOO38DVcMynzQ/o1gAnM5wwQ70Mu8uCQx5jCZc5nidZgacjKRDCMjPZujRTCbNDbO6JWgM0DDHXgWERTvRil7JvMVV2OxGp0FTevUeewZ/RMVs940/x5cxer7cc3yJytmGDI1wlxF9jot3vioUNag30tJVRfQAoioiTVtB4YIGuUiBdymzIWV1ztCkj2y/xEnWIV0rNHSzol3XXHx8vyE3Rz++RUYgWtr+NN9w/bhBb+/v8e+JfL4jNfvNxz7Bp9D+aIhcmAOINGQ86gThrdSkkLrKtADmHMCnrC26eLUMdTwCQv5mOWUPJ1jew2GFge6GzbraBfHN++fcHl6wn0CdzH0dyTiuGMeg9PlYuA1JmveHDqPHWENU1VJ1vGaZJS4aez30HNXowcmMOGcmMF1PIsRnxNmlM+RTeRExZv2SvL9LcuQH7QWMIPLJzJSZ2dOZjzVxKy8RgwXz2oS8e+LC07MM1R7ak8aSQSZSS+TJIhjalrR9BWSHTHet97EKlfTNBM5lA+pPjOTF2RqKhYemVPV1IGEeYpBo/tjYuIWMLXyJakFUMxqfwxh08Hk5gSVfsbr58t57IF+eidydEYi885N2DiuyWQU5ZsK6aAZbBrEzig8l03FOSdiDlHwOQvdDcjmC3ypxeDNOc3HnKiX/CsABuA6kKs70pqtSQYcg1SHZyJjQuQo+Jt7VQ8uwGLfHXCF+jGBRKwuYSHbAOMVx3eq+94dcTIpGBUcBQ9rKyugVjDTBxd48gZQIdVROEgkUBRkVJ3Jd3vALPq3Qj0LTcEj+K6fERoPc3grdPbx8w9JTIE8vA5z57OqTzRDbo1GRsY722oe+Qzq0LlSgKRDu7//gO2rCy5bw4dvvkZvjrx/xmyO87yht4n5ZcPHv7/jiINdj6juERDHIFNl21Fu7BAbYlHOjF3adFsbBOv6BIWFGBJVnCRR1dC4UpdWFHPgkoGnCLRz4BnAkzfsvcnrgQVYT6DvGy7vn3D9+h2ev/kK7cNX+O7LxKfvfsCX11caTZqe5/IQ4CEdMRAjMY+DBo7Sm9eJu7xtrKlgNJTLuKMhu8NzIzNj6yBzLjhhIp1Jswn6U/LRvWHbNxmjgUl5Y/e+maPvO/q203dmDJl+2ZLdQIAftJQ5ZrWSZ4GH8kmqcdmcSBIAOhY9L4uJ5drf0Nz3ojVC+tHQdiF7pivRPmQ+eNk4ujO1y1vIp0UJPhR4EdSEQvTFQvJrg861x365r+pemzXGdaNcpmKaNY4zhzcV2TJWngXFggfbTFgT9BBADHbdMU6eExo7iJJMzMmuZhp8a2gyF81MzJwCwVI9wTp4yyjTKAVRYedGA/MCTaaYLNWxs8f2YkLlD5DBTWnzjBX7qhMqOfIqVAm8NAGNNSHVVtKwkpS1qBTvtRmLZs4zgCB3RoXhYuG87XDao8Njj7CdAHX6K949QJXqvKeA2bomr+7L29gf+kwzAkBQDuANyANITX3YOrJ3wMnm8a0v/6Fcq8ABdKAb+vMT7I8uuPaGd3/0LbbmyC8fMbeG47iht8B8d8Gn8wuOORDngZzqZmUi7idwnIz9b6U8/ii8+ZEEeR6VRGI9ALauHuy4ApsiMccAECygmgFnYHfg6o42A0/Ncdk75X6tLTahQ4DzN+9w/eYrXH/1Ldq33+KHzyc+/dN3eP38WVJYfl6OoHk6NwkyJuI8MO83xCDF7u15vFil5rzHZfTXHB6N5+xlZ+zfN8b+4KjWSIc/XVb+AnDd99bQt/889jfF/75fqOfvG2ZSzjrxJv+x6k8KeKg8J7AA8wCQg74lMdixNEv5aelxyByZrKM34Gtw3LXp31Njj5s5ulP2R4UYvW32fYd3jj+mj1/Az5MFbxUDqXNkDDZiEti2xwYynSflrfFLfVlSyhLpmOck82KWAT8L5zV1EwLPxlypVkxN3VBwIoPpwfAugMHsEVvqvNA7oljNCVCG6/J1MjYCK5stgMG1161R1jzN1zo0d5qKKtdzfXYKXICxJqkR6j11XoHydUEDACYBOPhqjA7Fx834/SN5DqY+o9gnBZ+k2CcFcBsKCK+jZW0w3qtq8q2/rwxW8R1AsVLszftABug5c4HtVA7wqTEPDTWTFRpmAGvCW1/v6Y2gA0xNMsmteM5eYZhKA2g2nsY8lzIZsp8NiTkOfJyJ2Dtad9zfvSA/v8c8Bu6+4UQH+ob9OtUAAc7D4EPT3VLAqpfPlbOJc9kxX28EdxJkJrUUSw5cL5YINWOQudgWKaDFM+jzFBN2HjB0+Gbw3fEcwJmBeRw4O5lYty8HzuNAzBPnOJibzGMxsxnHAuOYqicN6AEYhzOY8oPM0j/wPN6SwB8nxeWKWWVJsfYnNx5Gqr6u8YSpwS8wtHQO5hBQBrDGmWXGimoi6R74pljJnKD21wL3BHr6YurVGSCgUou0mawjpBwgGaMme6qB7qZpsmqU1jkNMUoWYqBas86FymusjPLJHisfTVdNEuCk1IwJYuT8e5gagmIg83KrERVYtmH/zOtngygmpK4cphkvHhu86J9mSy1BGhNOLRRHb7ECl0urlRFwUYCmqaPnjYeX5CaQ9If0M6LH9OGRPqqCpzkaOE2nKdke0udHJrqDs7d1qPNBPDpQUKCFgAqL8ngBO0xJCjf0XVKU7dWNV0AlEmdYpkyBBT7UcUCHbFtJbQgs0WDcZZwL2DKYKtoXV1MuGlTBIvzjB+pdQaK6OLVQFoW10EhtWiQpuLWlIM+YNHWekI+RW5JAeIImkl4cHp0UAyyc5EBbBrluG3DZ0d5fcPnVr7F99QFPveFP//RX+PbJYV++x3fHwH/829/C4gveffME3D/hn/7jFyL9rcE2jdB8PZCYyM1WIcCOJLtSZHpVgCxau9ZtPXvOs1ybnmOR1bl2ipyyPSEAbA58OIHLGBg5sPUmg8wmXSWL+a1v6E9P2N69x+Wrd7h8eMGE48c//ICPv/8Dbp++yEwKZNOo0JgA4pyY444jqVfczNC8izqfC1ggwylxGju7M3lQcb02mHf0XSaeBszjwJdxUh7UGHApaXNs7rhed2zbprUDUpp7F1Ls8mPZqBGvLk3jnnMlSZWotNVpR7VYHnpOrc1IdowcHbsZtmIG1P94Mbns0blC7RdoLTp6E+Ciw2EcJ7uTLpNTvV+64wQNg03IO9cyWWZuvKftDWo+I+Fzvq14f5EvE5OpJIOP+2GojqPyGUrrksAKcGfsN38g/0aAIkEWmyuhDReY2zS6fdJr6zFGzxabbc4acafOXvAgJl1csd8Ms3eNHOaApW4Gc8X+GWJTav9XsTcnvXq6jAW9AL2k/G/dFHUC3xTrBHgkMyk3+2oCVMyN0KhV7RmrlCN0LmJ5o6zEJMUYrGIigvelwAK96hmwE8zrCgPlEPjps1sUXdHjvTH+A6QJF+lm/aznSoJYPE2NhLbFlFivCRgGae4qPHxzWNthTxf0vuPyp3+O/u03uGwdv/6rP8XXzxvw8Q/44Tjwm3/3d7D5ipc//gDcP+J3//4/YY7UBB6au+LLjQXatteBue6pMlWkOs6P0Y2M/ymGaor9aiiAic+Uo4yp/4/LhtkodXmfhv08MDI5jr7RbNU72Q2t5MTvXtC/+gqXb7/C5esPjP3/9B0+/fafcPvxE4aYV0uzD/mtHSfmGThmYJwnuhMIrHN/TSZzYzLoBI6mOssmZoi1Dr84/Emx//WG1/sNtm9wY4xPNZWaOS5PT9guux422b5t3yhn9IbtsmO70iQSMdc+ekjT7CFZ0z4wJeOmPVV5Sivz8wy4d2zu2ORLUrF/TRtaYOLjpbuFLhPrypJyBqbM2uvcqrSot8bzDlAH2NHf+GmZKdm38q4T8CJvhl/yq1kDuoocSQmt0YMGUyPvix1hHW4TWy8/i0Sio3znMtnkgYV8aAIuU/pQ157y40dBK+TjDQgiA1RzgcbVUKTkpyT01miYfErWU/6CBfTQq40M5Qmy02cm40IQmDjdsDfXmgUAebAIWosEmzlaM1w7PJtmMm+p6q+AlCyQDgANB30Vglnnq3LtknDUXmIOC6xJKYCAgmKVCYhBPuJxFaOGN541ism+fprMH850fgDMcHhqTpfJdxDFCuH52ZrDtgv8nLrPG9A2mU2DuWjF23HivB/4fL+jJXDtA+/bFZtveH+9YP/qHb58/IhxGHrbcLlcxD4MTuyxDbPTk2neB0oCH9sFsOSUsNaAfUeEznFJP+pcMG9otsNOygERbLCzRJqYMkpFEPzrfUPcEz/+/gZ8Aq7PGy5X4H4c+P5zIk7KdvJ+Q9wHct6Zl8hQvvUNnHo2ET7QpiN7Me7UXhDA0xzVyyMY3zgFrUD+DfR2cRUrXImyXphDdXLjnkgjo6VofRFkD7eKzQ/QzeUX2up9a7/VUqz6W6Hwwfpk/V7317VmaulNM0T6qsseA0pUCyeBJI6Radrjkt0Z/zv0CKuafjTB2VxLe9S5lZ86ONQkUs3S4KShkmmSie5qAgR/TjGFYSVXc+nnvH42iHK+GS/nEN70v9AMzZgYk/pampc5eucBFuD0i+r+mRtiyGE/BRokWLg7k9qmuc/I4lnkot3MBGICzXkYmzm6OY3CGoulEY+QkZV0uzZ3ErGa6opXgT2DqKE55K2AJeOoauGh33zIXup/mWjKCVw67PI/KUflot2RX1f+K0DItLQWuAloqs99czW8iQVqua0iNuCADI70S6v7UiAXx8OiliUKHjd1OA0NOQ1TRQ27QnqHWlhKSM1pKludhgwle3OqYySAw050a7i+/xrP79/jwx/9Kf7if/hXaH/yLQyGyzdf45IH7r/593j35cCfDuC3f/8b/PbHG14/U8fZZyDknZPmLLTUNdZpAlr65aKeA+URoOiUdbizK83Rabw2B3gAC6C7z8Bt29ZB02dgPwe2CbTG8cDuGgvXpF/3gF06ct+B/YL0DSccr68HxqcvuH//A87bndNjihodZFWVZChzIs+BOQba3tfCMxVumYlzBm4jcA8GmmZ6JirCKG3SOGJjsruPE/cMnEoeW+8c370xabbWxB4y/vvW0VunHG6/wLytqTqpJIYmLixgWiYPeKMRtAlh9iRbIBOS4pTbPRP/vnexbYi6m1gspcllAcjkKrQPHtRzdkthpBjPCDSjgdchgglQMiYXyMXPmynPJGOhXYm2SzeZkctv5pf8GpP0ZTODhca4r8SNrzknxpjYNho09nTM3jEASUIUHwU4pCaMoPTwU1IXAWU0/+b+Lc+jFfupsdF+E4Dp9GSx3jDN1pQcnrtMOLyTdWgCTaaYKZYalRzyRbGHObKXgHxdr+KfYjkEspeunAwrkF5sxU5TzK1OTCUDUFdE8XhGqLPW3hQO7Iosj6m1P1KJga2vpdu8QK3VWbJK4otFgzW1ihkc2WBras8EMifgHZgnUuOPCRIZmxupLrLOEwQLWdJxFfuViLiA4Ov7D3j+6mt89as/x7/8P/1b9D/+FuaG/f079A58+oe/xXy9408G8Lv/8B/wu+++4PZxcKzvoNs+Yue9GSfKS0TZ4LoPaW/YJ2IzpQqkOqQighNE3jxVM5NUJXAfE/f9gmtrNIyNiW1MNmj2GgWqBHHb4c4Ggz3twOUCu1yQbcMJw+3zDefHz7j//g8Yr68EfzSpCDGQs2MOjrDMyYlrcZ7IpwuQV+4REws0Od74dk4ci41nC8DwRsDdNiNLUc98Ow4cRjlzjKTPCYBt39EvO8+vRsYWJUE7zwc39OsVnLwmJkFp2HtHuYUvqMHICilGGDLRmJVwfU7DSK3H1jj+tDWNBJcJM8D/rvWu9KuECq6mlXfKCLn4NanvutFPZo1/o3dQya22bUNrLMTOg5T+mDQuhfZLA+PbOYYmaPxyX1XY019/0CtkMvZsnVK3RGq0cbKks7mMfzPnKojWe0KgfHsUKi4PkllrTEUityv9zJD0JoJA+KLozyqGzGSZleglDVLtUWx25rmKna73mM6cC8DUmGNE4IQhe2Lvjg6DW6DmNRXgCgGwM+cyc01AOfPAdMkCrGFZtqjeIVg4ea3Cgh7vTW+W+s6RKHXOyrWBuufcHetlj4YWi+lc3xZmkoNgSc8jU34ugHe9d2hSDydEcB8ppHrwXNsM6NuGbIbsBgSHhZD9w2b1OE+cM3CMidv9wMcvnzG94bIP+MsTtmsnU2DfYe9esLUde9twefcCdMd5e0XEQB8b0A4CFrcD5l33msV0aw3Xpyt867jFwHD+WYZYTgJkzUB1Qk9kOiKGLsoBa/CYiJioPASZaB6Ijz8gPn/B66cd54f3aJ7Y7ydsJmIeGGPinAMZQ2dqwreN5u4xELPBwb8bs1EqahvrB6PE/hCgxzHOBqTiYsmnGidjVUN4JtRcpxF/T+U2gAAKBc7BUcunOXo1nlbtV8xeNouaOWwONcX1/khOZavvlsyxAbLRzJoUJih0kPJTECg1NXaLFxA1wMRtNYVt0twVBRSCtVgLxiCG88CcE9NsASoWif5GCQDQJqEYjImUHF95Wgo4k5feAmjEbKp8ps6dn/P6+cayq6CRSapSNReqM1Uwz2Bh0jd2Npo3ZMuF7gb3NZHMrOKW9NYG6OH5m+6L0YUeWLTlMthZumuQcu7NaeyaYpko0X4UnwRFTBNImpOut8zzYIiWmKNAChlXamGEgoslxxB7LZhM5GR0NMPDUDELBBSS7TViSshg0oi0NW3uldRzwzwIUjJTC22AR5OF90OIYRgT8QKCWGRUsg/9hr8J5Co838DjJjPSYgQhSYu0UNYtulsjsqXpPTqkeHEshtXaT/l0WAJ7v+Bv/vW/wB//y7/E5S//DV7+D/8C9vKsDzY6bp+f0b+8YmuGP/zDP+D8/UfMY8LeP6MjMY8TU/p23xp1+J2mTUUBrgJ8gU8BBSJbG3QlzUb419DE9GPQcAEcwwx3H3gJx7tzYD/vBOx20bibofeOfnmC3W7qfG6wbVuops+AHXeMLx9xvH7hdUIGw3gcf8sPRaWQo8b/CeU1k+HZ0AivCUxpHaWxB0g/T6N/0b51mCVuCBy9YbQNFoHnC5hIm2Pbd7QuSZRkeb0ThW/677Z10qYjVrecoBw9VBbrI4qRVuAeA3SVK0VJXBNITJI7aSYiQ0Uc2LmBOj3z4Thf3gM8gEgpbU4PpDFOeO9rfzUjoJoJTr3oDfvlwsJ7MLGKM3GOgxpgTyoOdK1zTBxrRvcv85ViftQ+Ll26OWCNXRYYx8qN+4l+YZHF0b+MLRNTsZ+/m/Ii4Cg5Tm2w3kTn1HMBY1pE8BxRNlkSlQIVmuRE0TvXSiQnCf0k9pdBsanrww4jmiEVEGM+phNkAvOcmOq6MMYP7gWd9WSoFB6ipEUAMjLhHUuzW6M/QyCDe6C3hgb5WxWom0C0jtYYvEI+EIg3E+NkPFjJCj+dhcyUiaJlUuZSwV/JY8kaXX4vOdVjNbBTyY2Clc53PSf+MLw8qMrvim7sZPKoGZHOSRrR1MGagYtt+Jt/+9/hV//2X+H61/8Kf/Kn3z68hnR/9+PXeBl3PDXD9//z/4zzt99h3E/Yh3foBsz7yfPbjXt8a8h943ceU3lG6vzSdUeupJhrJt40WrXWqrEScyVQiIlxGo4x8ALgeUzsxwkA8E0drdbRLzu2p2fgdmMh5hsg2ZkB8BnA/Yb56Qecnz4hx0lGq2joUUzN6pIb4x6kSWccZRKYzqQ6xqAZ85xMHrvApEh4b8skcbvsMAPuCJyXDWPQkPC6ERRv3tD3fXkNoXd261pD33bG/NbQNoIsmFOEKzL/DPx3a00y2FpLpkYV4/1QllaGsPbWm8er88t8MMbUe+s5uiHPWMMGmjvS+bn8HmKenRPjdlsjeAsQmmAeYHpm+/OVLOhzALgj7ix+Ih3ROqwn2kZAf9xPnCvD/GW+yhfH0BbbujzQEJpq4QYMTcIwsk1oqu2oNIxA6wMeYBGfq8HHTiqLowJRhICoU08WONkFLPgKYKg8nODHiRyBuRW4ZyvX7cnPm+A0tu60h7WADGa17wykVEYig94gkwgzTJJtKDcvf4lULldyTZ1OrCuswbw65liSiKyqUn9RrO3ivUA/RxYyD98HeM3fDTzYLdCT4nSw6tIr2zWoYA6pADgG2nWAOTEQFMMA3SlhjeBkGhfjLAPRWO+cMAxLsk6tI3KoKeCUDikWzzFw3u/49PkL8vc/4rgnXt4PFsWt4et0fPv+BV+/f4Z/8wz86Tf46v2GH777Dt9/n7jdD0zjWHL21HmHa1ojzNC3jm1vygs5zUwGKgTykvu69Y45HOdxYDGA0jBjrrVkvfHMtQY0fponkPPEfJ04Z+Dsjq5aAcmzw8HGQzrgip/pnDczD5rM7p3re0zySPqmeyQSEJmeLOpNKocGTbXKSfAoqUJAkM0NcPQwt6er7rTClkEG7ATGQEYT6zSWX93yC4lkQWfGv09JZtwlh4fqSLK+cibM5oPBYdzvkwX4yinKE6XyL7JcHuu4ZMWhOFDcDIfq0RmImPQpC9UBqRzMZe+gfD2ydl/VSyQVmAuoVfPUhDEUOcCNtg0Go5RNUvCf8/r5cp6qPpGiUyeGUPwE6Zk5OdKVfF6WTSkq8eaGDuoRZxXbUyNJmy09Xv3TLUHDIgNHe0+BAgVQKGqBEoq9s5NSJjH0WqEMpUM2qoolgFas1yFB2UahaL1pfJ83PRgFRVNiI931ominZB+BhZCFaKIT9HYx0My2GxP0EaS1Hp5wPYaULwwC8OlEMVPAgJLdQMKmw32KUeKwWQyXWNeNCPV/2MVnrOQIx2JUlaasQAW86TAThSSosARCWcFdi0s0vfLCycYEJ9K1FwuRDOze8Bd/8Sf4V//X/x7+l38N/7O/ge2bEuj6RIO/7NjedeRl4Gkz9G7Ir14QMTBzIo8OG8FOdCd1L1sH5lgU/5Ip1T82H51UINfIMLhUpxupiuW/4wl06/jQE0/7jmbAV3PiJQZaOnKT1EWU6P3piuu7F4JttxuD9d5ZiI2JOU/cb19w+/QZ8fqKPOcC47i5GMRIQWRnYMyBOSc623JEbDVqD5kCiYIFnczyXH4BmSxu0RuG/BvuAZzB7uBCbtsm6nMnVRsyw9w6emvY+iZjPa6v6jYBMqvVXimzZ25LidisDl2xSCJxTo1tC/KglhRIoOeckwbTCuzLhFasJyTfO0wJkpFls7lh3xy3OQikzIExA72L7JhYk4sC1Ei7GVqnVGSeB4407FvD06Vh2zQpwx272c+Npf/7faXWqp5/AG9iv8wjx2S3wtTFMF8sj+70yIjBaRkYEzkmmUsaSRxgkY9kCd96w4TjGKCHAibcG4qNB4EBnMqjqVXmApBZaAJZtoWM/zpgyRL0tWZDDC6agnIvWZevSVYXNmFJ0NSK/WA8FzgGEyDooeQCSfPoYPHXNUbP42Fwe/SE7wLQRzDpa4kY5Safy9i14lrFVgLUWIz3iNB1T4IeOq8g0CoCkpD6ApXqM2APUnexYqgZlnF0QsVAnbup7xvw3tVxa4r9VSwxPliyY/nn/+LP8N//3/8v6L/+c2zbC4qVybvGV//qBd3eA91wvW5om2P/5v3D4HY/YJrk5JcN2C9A3zDH+WCazMd0ItLLHpM4EsmCv8AuGLJvyOaPRDiBNgfeXy54ulzgMLyfE8+hyR1uNGHtnHSzvzzj+tUHxA+GvL+iXTra5fIm9g8cr19w//Ej4ssXZE2iUuVjksFGNXGCjYIcQ9ckpqJiv0ETDYIAShTIraSZUroGbBum9ssj9m/om0nyQqaJ9w2+kXLuzslkvW1klPW+nk9ETSvQ2Fk39Nb0u4r9+WAIGBEiOJFDnGPSFLAARkmBoPeec7IRlwGakQYwU8XYKhcxxe41p4Hk5o5tbziOA/fBAQVjBnrUxBcCVKFadZoo/TuNCuN+w5mObe/Yn3bsl74mQa1Rt7/gV3kYOiYQjmyUuTKBLBaewLAJZtpWnj/KexsnkVgzskBM7jumVDKZhyeSxpRCXswM2cH3KRlPk2SzC4Ct+JUhwJb5HoFcyiEo/1cH21y+PvRV6Boq0CFDTxkjj5yS/BvOEZidnla9GTYDwW+n72N9j4AAxCj2lDLrKi20mOp/K++1Oo9UY606SAUl+5FW5QnjpdalMvPq2WKxVzLXGcWf4Hmnn6aRLDtV61kXa7Fic0tH9v4GsOFJGi7JkwGwpulefMZVWwAKx4Pm8bfXG/L7HzHTgTHQXEW2OUYEbltD3zrOlye8+5NvgE8d95y4nielVTIK7Q3YcuI2G86Dzz6744xEnGRyToH6dtkwZ2KeQMZATEr0s3LMRnAi5glvAuHysfYMIdadQAgDPAb8NnGaYTj9+LZmbKruHXGeCDV2zRuZf3HihKOhcd01xsEwYE7myENnvRmwmWNzsjd3o6HsOQZZVpYCtBwAfczO4GTRYgq7mKpIgh0zaHJbgxuo9rF1nd4kXbZkkzZ1NmpwA/+8yr5i01ZJ1VQL+8opLCbrKQA1YARSVaQAIE7DqTUvpBWuvcIm2DTe99oHEaSWGzhwxrTeCISy8WwaEkNATLVse8AcBppS9xW3gEz5tdReUI7wv2Rb/5dePxtEmefJjog2WMxJDVkERpAazS5YIja5P7f2RsIjiYAShjHnSsSpq2a3mXQmPiSOK23oAMY5SNMMEG20uQCM1BN1LwqfqOGKLBNM+KaVdIakvCZ0/Qwmv55QoPfHId/Y4UE9LH3W6ngVdWsG0rFoRxkh126gN9FEm6QnaGjxSJyQ/A5jJP1bnIVijcPKoiEX0IBkAV9gjssRWclmSIucMrMqvk4mZAolZLBozjoAcvLzKnEwaHOoP/uTqSqTyRzOk2DItiE7R4oVRZ1rNNFH4t1Lw1/9m79E/5d/DXz75xxhDOD++QRuB87XV3z54fe4/d1/Qt+u+PL5Fb97HejvrvDnhuN2YN7vROtbMBk1g7UuFFJBkFfK7yAAAUXJ1WGL+n4JuoB1ysE8QfpZTGweeNc6+r7BzoHnTGzJYnBeOj1svMO7Y7te8PLNB2DveP0hMd1xzkDeDwBfcKb0818+Iw+aMRLwV9c6TmRsKMPjJZMzYM6Bc9KVOuZDVuWqnkYQ2e6cfgfko/u964gdI3BqkkZTQEknKr+p+wgzTkpqlPB4IyvFetNh66i2Uu03Sn6YcFvU5IX+ABiTUpBpDJwtJ2JwmhC/Q66kYETgfpy4HSdGJrxt2Fyk1qmCtOJCM2ytaX49mVX34CSw2zGwtQ2XMdAbp1nU+FbGLU6FwVZU94YRnJ7STIaJYgwUU2mxbH6hr3mey6eDtMefTtOZZyDGibCJuOz0zGgCJc2WBpXrORT/q5jESi4DWAVmgXnNE/M8ETPIiJNvAeDcKw6ypwTGLM+RyaKPk9Bi0YwtIfNyaqHHZDJthuWjQBCFsog18q45bNM5VXFQMc5moDVb9NoI/ncz474EpQfWeOS3Kf25YtCYgXEfnMrSKcn0TvAkZ+KhvWGsb43a5zria5xfzDLdk/8V6juajJgThk4m6CxgNiXD0WeZHgRyJdOp58JTSGfSGMB5AtuVprLyKsnyMxCzos2Jl+cn/Iv/47/G5Vd/idauK3H/mIk7gPtIvH55xe0f/g798oQvH3/EHz7dsX14RnvZcHy5I15feR71Tkq3AdY3Sstg+l4EZ80ILCeSU4NQ8UuAWGtAG7Bg7M/G7+qxwebEBuDdtXNK3HHiKQa91HoD9o1g4Ub2xvb8hJc//hb5tOP1938gcDEH8nYHfvyIARkif/wIHHcxX1TKRFAikZ0JdORK1mHGyTJjvGkI8SwXmVnj3emjVme2Hh3K8I9FzOC62za9d4P3TUyTDTXdiSwUerxAxpBesX+WwSDZpd472mUj41hAD+FPMVWS+3YatP8BrxwRAukKnJ+B++3A/X7HmEkQ39kpjDkf4KvxnNuao20EO8OBYyr230707cR+v2MUM3OBP6AHwjGAnaxna53nk/KFSDa3NHiUOeAvXM5DuSWhaEp0GP8cBki6YI1SFRZL/LWYWKAC1YLytyqZDZITN4EFuAHG9VF5qdnKvQHF4Ir/VmcG2e+RZUKcKAZ3Tf+j5EPgvCW6AcNo23eq2ed1BglQ39QZn5X+C8xQj5MNWRWESqxXk6l83H4KPRiKcffw4nrg0lB0Juu8/p67fervhYkwB8ws7HvVS4ZHfNDNeQQG5E+Y2shicuKBYqtSJvuAtUU1ulgj1DUKrNWdLtB2gQ/W6G0WCUzgPBL25Ya0H1njjSnDfn/40oWh70/IacinF9gx4dsnoHVMGEbo2rypWXMC1sjUrDVyO5jLzqC3SdVY1WiYSTBF4+EfE08F3NEokGs+J1nhmYt1V00Hz4k2EqM1jK3DnU3HvTli38Ahz4bBG7LAcPOBzA1zDszc0JIKjpmUoWewibm749JouJsBHGGsAZJehFBt6h2wwbpnIHFG0r8nBWai9lFDYACT3iC9O60yBIiQGdZrlWrb6abpTxcgyEWFgKFlgL6XEIvK5NejuFGyZMgzVf4pkJcJgUE1aVNy5jceRiGNGxtEQ36q0O9iqWBMsSdU+wCy7TCnsfEcBHkbPWQyeU3NIJJAogbUAPozyQZ/zutngyjlaL0KboEIIfbE5oatNFXAolwDwEkNjZpi6mSOiXGeOpiJMJdsZXUGkw9Ws18liqcGrm4YrzMWOYIb80GvKx0tkxRfkgC4YWANWGM33EiDq8KOy4Y3G0KudAu4WJJBMtNXstrAqDhq4+n3OAXHHh04c7QuI1A39KB7ddR0kgzYLHAkHuCFEOYWgd7bG2ZOrMknCPnPtNKiSTXpbxbqYtGE0EMlyvn23LKV0EHfHTHFQEm0GSpIkqYc/gaN1HVVN3K0ju+vz/CZeK/ED5nY/umfcPz2t/j4hx/wh9/+AfPT7/DhT77C/dMr8hywfWcHZARsTPiGBbzl1rlRQ4keSN/zNCGLvJ+lzV9BU0gr0KR5frOJGnuo3YGXvmHrHZgTPSbpjltjUDJoPLMjmmF79wRshi+3VxxHIL7csG+BPAPnfaC3jl10R0Mw8UxRNUu/V8Wd1mM9jBjz4QWDICgiGVYGGVo1uYYBh93ACSYFQ9KuvbelR2xmnMiwbWjemICoA29LKsOgXpIwdgu5X2ng2R7ruRKkJBAKkPIdmGqKcE2UbnHOwEgCV1uBV8nRpT0Tl96weauhXRx9myxKL63hsm8MzgFJzyhxujbD7gmMicMGZle7vgCgJL10lz/GMQP3Q2PTjPvhmAPNnOPuMjB+2WoezDEQtuuAnCs5jcGu/9YAQAyOJIhhTvPiQR4+x/WBBtpjDMV+Gc0aj+apwrJU51DXGABqIhMqoUvKORebQjl3UaorT4WBwIIz2WBMlqRHiS1yEYQXKEeSo8M9VuwrZtUy0RSi+ACMjUlg0aJ7GdG6DmXFR4em2akAiUCbg6xCQPugZEnlLVXUWrHJNvC7hQCQIRBTRYirm7Kmkbz57ibwJmfK2JoFSPlvZSVhnkgLavrDYGM+kqYx0EKSWgGuPEoIEpjkFJbA3C/47v0H9DR8A+DCx4IeiS8fP+Pj777Hd//wj5jf/xZf/cWvcP/+E+IcsP0CzMYE4txYjEyNoy3JzEzA5zJptUrqI0T/132P4PoNgVcwYNvXvzOG8Rl3M7TrEzaN9O3qutq+A62jKM5uQPSG9tU72N7w+uUV5zGRn16xXciCGa8nRx7nIOib9czUgQ68OTOZK9B8ZMLGRBwDcZwLBBuDTItQ7F9m86nYrwlXE/SWmFPdzb1LmsAJG23f0C8XNmCqMbXJELLYLerCAngwRcAxoE2atjCTP4zGrEJFYrLArVTC3QmIZ2COwGxkZfXkGvQY8PNEj8Rlo2QuJ0GNeVAQ1Jrjsjv2K1dQTN0nD8Rx4tIMewNwDpy3g9O5ggUM1/VE3E92oN1xnBPH/VScYb4whiR7ygsK8P+lvhIldSCQ5qvgJ6BbUkQDO+fovppsNgfeMkXSmoBmxplliSKgJsQ4JcD8yL/Zs5YUqPJqqIM/J7v4c65v7MtPaqKm/STImHQVWMhAyvvJ8lHXrCLLWHeZijs3gjD1bolczdoEMEDfhlAMdJf5s8k3yaBcm9/Sgvsk3dTwpXxDtvaIUUbjLCSFeyxmN2A/Yb5XTxB4EPFqGiF/V40rAT4FQklAqy/1aNiSdelLwj2zfMMWFxQACJImsAGAmMubmlvL+y6SUzS/vC4QrjWCuuGGdzGxOZvme284Y8fR5a3ZumoTxrI5J85zcqoMzWiwpICHo/V8w8Zgoy1qmhNYJ2EMYAwsJyedaev6dUbQCL8MTxlX0wI+Ai0nPBIjDBFkfGDfyK4dkj8nGz2tBqRkcOpmY/4brmcssMOT+c22b9g6Gd5zOloMND+p2jB7nBGdDDoDcM7EKMZ68rubs2Ey1ZhlU8qxtQ53yoamTQEdAga9JHACjJxAF7yt4Q0ZEzbJ6ouSmiJA5outXFrbEVRwqB5Ujo0odkvVCtpXWmdQvmNik5g5fWyqx+CQF56x/ta32Bq9V2p6KJ8d81Ika9GqZ0blQgVQZgGqnDjl8V8ZROHM7ZJ18CKX70Ea4J3UGpckQL4Fp7HrVaZ57JopmYtHsjsjWRiK7mlGHWLVkgZusk3vOwykFAtZLWMbr4WmXKkCySP48gIysHxchHtgjCA1XQt1S04Nqc46YFqUpc0i08NNpnImZNwYRIqZIgY0au1DiQPHgkpg30L2zLzOMgwMmA6FqSBWCzlxDLwBj9hhNbD76kqEF3Cg4rxr0SMZmidq4SQSDT5qLjsEQtT9Z0KeArrMqniQJ4Yx4NqiQAlZN0eYo12u+OH3r/j8//h3mN9+xFf/t/8z3u9Af/0dPv3d3+EPv/0dXn/8ETFu+DQT87ix85tOhNZp5sf7NwBRsMw7/Bz0pDFDZplgYiWAy0AXue7XCqhpq8WQ4LhDINGd2vBLo+buHMCIgXa98n2d/gsjgS/3ie+/HGgjcIRhiEY+8o42TrT7AX+6wnvD1jnONyclcAagzwkfU4lyr8yChRb4nBxcazGDJmaTBQ3r19LTL86RAHVS+c7jJOBiJOZmcq2Zijh4gxkD5uaU+0AgTNY6UYLumaRxuy0mVGYZYr3pbFgd9AJdC8XWPoXAI5n+S38rRoDTkHrvG5CJ6xaIvdBqwHvndwxqSwOKKaDuFe7o3bA5C+hDRQcnKFHWMYM61HGc/F5G/4MJw75VRx0INGQ8DCh/ia8xJ3oPFUZvAIvycfAN1nP5FLQmJ38Dcg7R9OkzMGcgB80+IWbjBEH6OIfANCA6g34x25oZuhvQHAOgMWcVaSv282woWmyJeMlAUQTQPhhiTpky5jLGheL4lpQrlKdKmStyaxdQ+SgOBY3SZK9kCpNrqD1C7gJfzBvQOv/SHbkxsW9KHGE1whGU7WSxEoEMmmIWvdYg/xclcPy+Ag6qU+NG5sWb+8VnxwSjQOQ62xMpLTILfYK7NE+MAp+cMWSZrCJhmjZRYy3DDP50xR9+9wk//n/+R8SHD/j23/w1vnZD//wRv/8Pf4vf//0/4v79d4j7Kz6Pifl6g2+GGY6c9D9orSFS51Xn2rHWkfcDPmnai/OxrsweAH6BXpUIFGjBl+kcCMrPAALLreGydcTRMG6UV/brE2+aU/o4AHy5Hdg+3eBj4MjEiAGcyYmD54ne7vDnZ7Stk7GX9BCyoLdYH4My5L6J1aqu39YFCpYRYOVRc7GAmdtWeSlQD7lAo5iM/RFBEBENMQeat2WGbs5pKe40ae29M/YrR3JT7B+TrNIC/7SukOxOV41CDwuBmxGP27z+RXtxarSlAzESMXm+9WboW8O27zQE3hqeNq6pGYBvG0c3z6DkIgJx8rrbE8ddt61ha4acE+eYiNBngQBlzMAxE+M4UGflcZzLH8xAAIc1/S8bQW9rvUP5Ax7Aoxie1msiSPAghzH/LB+NGStukT6fWjcGB+UijnwYTXrFTq6Z1pi8ExCRf4KaSMFEfnX+DBDrUMB3xbJMjGAPvQMo3yxOBZpi9jKa0qxSBRpI/3+8lGdC/llpkkzkm9ius0I1kkWyAYcqQpj0kPm8oA9ozgoApaQRYt88ijkTUJx6BpTXSkpUP2OQfYEKVAEtFfWzihFdT5l71hZl4ax+oTtOADHHsiUo5UBLQ0xgGEFXB4GG1p3TvmxX/t+QycYJ2h32xXDbN1yeCOK+HhMvM/Hr7YKX53caUAJEOrK1R+4+E+McmEONAjdKaIIM1MLHc6f3E/NTJ5AeMkI9D5xDNRcgZqDsAHjx+nOCfzTSx4Nx5KxLWwJhVBpEAHEMnHaw8WaJJk+YXU/2TAKy0Q74JLgCSIapGiQE7gEgu94c5sn7mVyDbGIWdsThK21rSJuIAYxoyJysRwX+AGLDKr5609mIWOCSO5sHbMrbI3a7AdvGHCHKWJy5d2bABm8tz33KTiMhPzrhp6pDWYrnAkfdxPQTIQNITDXqs/JMTSYVriPsr048XxInX82RYqOIhSiQLa1AWMqPWk24yjc+Kl6yNP3+f3UmCrmO0lQ/EummxbU2ehXWoliHO/ag4eNMHuRmEw0JbzSLGsliaJYkQMlSc0fOJplAndG2WA7eDHOw036MABqLzZIzrO+z4F++S+kxQ8K+hGlRhkga9riBZo8DWMGYWt9ciTlyYqozZeAEkGI+pIrfQrUTKhYlPXq8HPSxD5xSF1b3HkLTuwFrVIUW42L2zMQZAEzdRUkhgDq8bG1QPipfMit9y7VhmaxzalLRAxcQ4Q5zdo6qQLC6RlSyjcVESgf8umF7eQek48vvfo8vf/v3+KfXK949OX79/b/D+O63eP3H3+E4T+TmaLdPwBwKoJxzngqGaXSnJtoqyUlw/nrOVEcyVuFehcBbk61ClsvELkCmy3zjx+EW2FrHDo5fHTBM42jlhyEiO3H3Lzd8/48/YG/BMZVzwMcgXbUZrvvA89OGfefY4XkAp3EKQItAOwesSQMP+RCYWnGr7rH1vHNOHiZRx6Kgk3wLGFF2cR4H5pir4AsZ0W6tkcWj/dQazRpbV2KdEBNF73tOIrcOwJRIm4lCO1DKtPodpEnqp3usZHtkMVlqIdLg0gHsjVR4wWAIB7o39CSNfkZgnPSNmaJ3jgycAmlzsgPvyelA21b65Tf3j18NxznYJTIlPWPiPCnZauaw7jwYykjzF/yaMyjba63OKSapMheGCTxzJboFBDRXR30o0XtM8eCYY1fsL3lQMSMAHxPW52I6akgb92YD6KwfZEhKwkPgQB0MmEbbptACkwfRIyaWnHIKnIySHxlp3lAXhvEsHsbfEfDVAKCO35Qfk26qQr1Gu+7+MBOsZsKbxJi/3FZXaDFIdJ5Y3d/OwhbaQxBAOYfowABsTrHIeKmU6oj3jWLi8Gxprdh5ShzE6gsIrLE3sZ9upQCG/DjUFU7I+FCgWhUGM5Eb0K47tnfvgXC8/qd/xJd//7f4HZ7xcnH86g//EeP3/wn33/wD7scNaI72hXKdaJzpkgANb5uzcwxbdOXKMdLrM4PnhvH+xpwqxgSi1DNIStSYqIr9Ohj70Qyejr5tLLaas6MFl8SPyWyNkz8+fsH3v/kn7A3I2yEg8CQRqXdcrhc8vVywXy9olw1xKHYr0Wwy/MOe0OHC+zzOtW7rlZHAGBjHQcZJ6ue1N0IAIYyMj6EpPzWVyUImkQLOE2xONOcozi6z3JXb6V7FOQjeOACnZ0hzmggi6EOVRq8KV44UwX1N402yaWuNuphpgCEnU5pdtAQWxhRBbNsG3xJ23WlafQ5k6ywk1AQ7T5msl8mucT9v7thcEx6nmkIFmJyDZ7iDsq8xVkPNzWACsIA3leUv9aXiuLXOxo0Vuf8RK6FYE2rSmLzaMsn8DlehWEw1maNOkN3CvLZxoqbRv4assIpXHFBR+WrIAyKUCwGKu8rrTTlemaDTOJQAMwIY0R8MLgAlTeH15AIRXLVNZqzzp6AIir5SbEhKxkK1Qehy6VgLZPlKpSaJugAcvZMBQBhaS00sUkFnuc4V+h8qvlp9BwikUQ5oYouz87U6+o+XzkKdj/wj5cqhv2ayJJDI1/s1yDfDyRo4MZGDTD+epZMSljHRMnB5esK7D894ebogzfDx8x2fb/yZc5y4v95xe73D+w1+DPQx8fn9V8gBfLonPh3MF5rx/JszyIg9x8MvysDpj94AsMEaAvqsOS7bhn3jxKaRhsiB8ToRpxg0ZkjvQIZAB8OYA1BzE5UDJGMIBJDAOkYcMJschgAg7oM+TQOAfGm6QwxPsp0GJmYmWpsq8Cesb6onAtMJFEOgHZu1XDvmmz5bjd+cSOMZ2bvhupGRYmNipmROIBMLQeC8NTHu6hysTylPxkxwakkS/JJigcyeDmuJzSS5Uy3lbjInxmq+V6YdOR/1NFL+KB0/mRYldqOWn9hduv/KMdzIcEGGpoKztiBwwlwmVHMTOGJ8mmKYVb3mRlA80cUuUxNoznX9FoFsZGG2BTT+r79+NojCwzHYzVLwTCvAgbpjJmSSjliZxcq/w3bQjJaAyTkNU6ABpMsiSgp1ATRhJtQJMBXFStLKBdqMye8xB/LOSSk8/94+WC0YJeRNCRALxMd4ywSW2VItBE67wZtkRl0mPBJmfjlDhpgaMNLXxRqJBGpUZn2XQtRWQmyG3YEUC2CJJc1gTUkjHp3/xTARlc2RmEYQCAok5wycuk4Xjc5QxkRFHteC17XB6uOLel7I+qOIr0SnmChIqBsw4RrlxoOSSYpfd7z8yVd4/uY9xqeBfvuI/P/+P/HjPPDD+T3yyyvw8Qf0HdjeXdEvVyD5XmS38HB6+NzE47vW803IfZrFdE0g4k8+1gKQ1KwLWc1GunhS+8LA3B17OLZmHM/YHP2yMYgjFdiqiKJm+/zhB6QDzdgZaZnoU9S+6xPmdsF9ArEbOiZ2SRlOd1xbg08aRLlvZHPXfgPlNH1zbBu7+9RPymAwY1EukSp4dVCOM3EcHCPb1PVvAi4gQyid+ygNbHkumDLzKpJ7YxI0ZyI8MAXICPYBikJp6j4baX8Q/XP5Z6iwQQJ9J3jDgoyTltpo8grQNRpHs5EBpUkPKUBRP2fBguR+ksWwbwnLiRmdHZPGwF0a11ksuMZDzt2BONVtaZgx0KIjMDjm8BeeRzd1jqvIq04bzJYcjlIZ03rQoQwTs4JA2cjAOE2+KA0JJhMtBG8Rc+FBFpTvVRhcwOmcb2jkRtD5HEg45G+8wOsqmqfWp0kGWAwaqJMZSiSLzViH/pyB8SYJgECehmpYqSPCi0ZY8kyqcd2D0ae6MgmeF25FTXmA/b07OjbRVqAMWWaMMoPltq6ufy75pTtonreSIMZ+RMI8Ya1YCgI5W2Gztp5d6trRxHzUsRuNoHWA52xEiLJrSmBEjw4a/7oSeWKtDXa94PnPfoXnX32Fjx8PbB+/A/5f/2/8OO744fUPyE9fYD/8AX0ztHdPaE9Pj/fyKpQq7oPXVM/o7XMenFaTKyYJdFCXVdx3xX48/qkYpbjprWNzYDNJc3tH23fM46577Q9Wk6ZLjd//Aej6+ZjokehT59C7F8zrE44wtEtiQ2KLhHnH2TsN8YMm/dY7GXIFwGn6W9vozQUnOIIZiDFE6wfXmdNvpBZaHAPjfkcq9tM4llWSySyy7hPEIoXTWNlqggIMEM3eJjDPQPpEmONMedIZliwPYLz2NBWs/IScBKmm/oEYvpz6AcaQxs/OGXpGnTlG7aU0mlLOZLGpZ117dp4TE4b+xPgRMzCa0+OlMbGvEeZAAlunZKI5cJuYY8D2DTG7WDuUnC9/sl/oi2kq/dra1pCkVKDGrBcreVY+opwovdGLbqh4Aot97wKH1bmOGPSvgMDloEGowWDdqlRj4d+6cuCm/UuQDhFk4ypWm2qFRwO1fB8YsX0GbfKaYWTD0KhzU8H29sxBpuL6I2YsQOENQGEGASa8vsXSBFaD0ZTXp+QLGVUTAECq4FRtA0mIFkqlM8tydfUl7IC5CsACZXTZ9e0K1KzYwBohVpzm35PxY626/EqHrXJ93RSsbY2ShXJEcup7kk09AczecD5fgb6jWcOHy0TrHec5EdlwOx1+TmxzIruh5cSWwCUTr63B+gaTwfUyS52DZ7klzHeyNGcI+JK8Xk3n6cBoHdcnx7NvuJ8nPt0HrG3wapiHGNrOOsbKs0NjfusuEtwq0DXEsFJOlIloZEj1vsEPAOexRrjO4Fl9wDA0+ntEoCfJCd2AlMyeOYLWnh6Wq+mJ7BynjMRIxrmWidE2dCNT11rHnAMjNcgBiS7/Q686VWuygLeqM2ggKAZe2V7AUNPrdNqjoWwxdM5rifJclqdPJqplVhOhrIAQAWME802yVoIpbiZvzTfsNOWWZANz/TeA76UmAuu6agCRjUoA95E7FRmBwA+ZKjV519S8JsaQj4bEz3j9bBBlb6TYd8kbAsAZmrYBHbhJdoZ1dvBaa5jTEBbwjQ9szIn7mZL0cJGEEks+Xs7QrsLL1eViEh2I5CFcHSFFZG2GySBfsiHdjEXXmRr91Wr0Wkqrz5Ww2DsmCjm4cDKLOpjqdIZMA0lp44ji8mmpRJ6GrKU1Z8JWkS0AlOu1Cgh1lVIbisGxGOlcBouOV2ikFgRlUQy64blAlkAh9KRHBiqYKmG0N0XHDAX79TRRqCebnyXD4NevgiDUEZgxafba63lMaq+bo18ueH73AX/2V3+GPz3u+Kf7H/Af/+7vMD6/YpyvvHSiGPCDqCxN3fQsHycNVnQHWSYjEuN2IG53mrYC6+fXIaKA+ZhyI5M8003g1uGaATsXvTd0C9gx4KDO83RfAdFknElk4USeQ5MSDHsG9gzgHIgInJbAp4b9CbhsO/reMAe7mr5JMnAMUqYV4cq0mAG1wdqG3LalSyX7h34InNMOIs6RMgZ0xDw0Z15rPQkQQV33M5iQzgg4GjqUTJuvQzoV9Gbp4UzMJQrppWOuzohhmCsBUPfFjbPe9dxmBMaYMDcZO6szOicSZQaYuA8CGHtLef+Qyrup/rRGh+6eMpSeiaH7FknGC+bgPlMROiuRzkqYyIhpurYRgXmcqI6ogQCPFfXzF/rqjRMwfOssqN3oVZBlzkbk2yJgMux1d0kZSZFMd7TJDk3MWOuyDKDNTZIzubGv2J9kpOVkAZmiiNfeTZ4LOQfCXd5aBQ7mKqAtCdak9m14rjhS1FKTrMsAPfdHArq6nsHOamuaDtX8jcyR9yu1HqP+LAREpT6zpBDAI065I1slolqf0hADYoLo57nTDOZlwsvvX+73tQcKdC/aekQyno4J7/Iwmqmxs/hJUVBZ+Ir9ljI6B9IS4WToRcq35X4g9wv35hw0Lu0N/XLBy8s7/Iu//gvgOPB3r3/A3/3mP2B+/Ixx+wwk2CgZE9ZJr/XmmL2L6fQ29ucCnlKg/fhy48Sz1xuEPCHrgEL9HFsbWWCLYhc2vGEITXkUOPplJ7X5GIAbtq3hnI45Jye99V4IDDAO5HEitg3uhs0IkuA8MSNwfgawbdifA/t+Qd8bxiSF3O8b193tznu36xlksDFlBvp2daBvyBBgYuwTRwa6df7OmPSo6Z35zRjI8xTriQWCN8b+OsM86WvkrXGCYcV+Jcz0RyjdO1BSqNLdM88WoGRlrKyxtckE2NIQoOHxHBPjZOzvAhtb60CcGBDFPulTMs3Rt07vn5IMd63pTqCjIeDdyJRZsZ1xycaJbvuK/VDuFuDHGFg0TuVcc07M2x1oDRMJO8d/i/1gpIk4ec+LjlGAssCKYkfAumSwnPDhQ3CrmwZCYLHsGFPK74qTSjLFjC2WtoovVrddALgr/6nJYfEAnpErR+Gu5n6q31vMZJ8YyXURU1OvDPDlH8gcuADjkhrXnq9JVhBwkLYySOXOpoaxIT04kRO6djcC7m/iea5YXdPkCqTGYqs8YO8FlaxrLN9HvIn56x48vjYCoevUNSa79al8qP6uCmDmyvW5LjY31mdU0RmZmBPAJg8sDTK430/4bWLbBlrf0J6u8G3D+HTDuLzgvDwLBDvJbjDg+nTBy2Z4zgN/iAPz845PG2Oc1aQyPYM0KhkiAcu2ZOa9tXXtI4BhHfZ8RbwaoGecrQGQJHZKVWCUWM5MNhlVkwHKc+QD5fJCTEzWXjjh3fB0veL9u/forzfEl8+YORBmOMaJIwGfCXOaiceYmG0itsAJIKER22qwUIpL/8VUXlJTqQhCDWAA1ncyclVvuwWo82CM76ZaHIbWu3wqlb8z0HOPEV9RfGzLfqIYp82bGDGpGpz7mSbiIiEoF7RCYrwaSKodEuvzCehMSKusoBywmYsBk97XWivJ6OJgGQgIZQj84XtkaKrWrBwoNUmPZA5k5XoF/nHrcO8/Yt6cCdjPk3L+bBBl69T09q1jGj9kjAnMydsm4MKcD3sT+tWb9IBCBVj8lAs3n5ytrpchk1S6BWzWYVwVfD40gqkbwQ0dYC9IRq+VREMgQZC+x/FKRoaFAo9+SMUjr6EOboiV0fRzQx11Upw7KdYCRpTfotZMTakJ5GJHeFHkUAY6hfvW7/jqWmJdW8NjwgjvB3++VrIMSd3gCvYBmcgamBBW504LpxhBswCQeDAYSLmk0RETtECxP7wZtnR6fgBraky83ujf9gxqCMdEy0Zwyx37xfHub77B7fWO4/9niPyEaz+w7w3t+QPOTNw+/kATwTkRvdF3ZunlsJ5lnQqZXEdx3BHHncWA0M0yLE5IdiCGSkpPngCS41gWGsv1FBhHoHXDNgAbAd+oFe9Jut1cmnQGDJ8TcdLPwJpjQ6LPiXkcC7Ht9xPXbxwv3zxhjsBtBM4MhDl862h5ahPnAvUImQmI2mly667x39WwVhRwyzdyJB4ipvvkTmKaa2JI5mPUcE4aR3qBNllwXRVza/MK/wv5H+ggrSQaCUsaoVUvw1TkjkxS7gF59XDV14ho4OEz0VqjD8CYGOPEfU4EdmwNGlELHbzJbhY49tzMcOkd9ygTOKHbNjGS4A2LWu1XM9gMbItlxT0688REwA6261vr7AL8gl/bZUffd8oRjEDiPE8WZgL6EIA1FkfdaRrXezxivzd4b6RizoGcjpgPRkuARXnpraHngWJFoWKhVT65gF3TfkjjWPeC9YnbcZ076AdFcJhrAwL8oIOeZqrydvKm7hfprAjurzl0SG8dfWM6wKQnVUzocgFIXMpE/f/P3r82y5IkSWKYmrlH5Dn33nr1a3dme7EvCEBQBMIPFOFH/nV+hUCEAuEKKYsFBjvbM9PTr3rex8nMCHczflA1z9Mggakl8YVTTJmarrr3nMzICHdzMzVVtYElgUOx4GArUTMoIVFywG4bxGopY8xcTA/egrY6jATTF5+QHX97BQJW7I9cE5WmpBgRc8VAth/VDMmATTI83MAJQwbEPAkszYl5n4iPnxaVOsxoOgsCIrl17O+e8dU/+6f4eNxx/Lv/B2J+xAU3fH4xtHdf4szE/f13wP1kfO6NBqRTsd+YlK0pB5JWzTERtxviekOe52I0ZHmFmXH6znEuNgQn+ySyN+Zw9b3B5G3cBxocmzunGew72t7RR6dsaky4zhnLhOm9c5LJsCHRxkCcJzKBmYZ+u+Py86/w5ufvEGNifJwYQ7F/39EOxf58xH7po+C9oV0u6Psm3fpDZoCZAMl2nECQKjYhjXiEuvcpk8jKmXQW+lyxH/4w51tFmtiLtdcwg3R/gY5pakYoDbEku9WychRfzEgWvNojAGWXOotCviV9a3BT7D8OHHMi0uQlo4TQtM5T+9USfd+w7xuOSE1dBGwG0k7M6cxR7BWoOpms9wauA3Xy4xyY1ytwdIEsHX37acf+ocljlsbGkeRRVl48kywOFpWDrIUMAlFOVlPl8K5lzRhMsDNRzMDHiNnqSocxT2+gtAVW50XlgvPBPMkUcZttQBqPYoES1gxTI1vZUJxa52Kne6PfohEcXA1YFBs9ZGIf6E4z/CbJEaB6VCxwhp76vo/9Qzleru+Ayv8ND2aAAMtqYtXLKjbULlVeGet+Pu7tq99a8m6zh/VCgdKGSuvzsUehnK/2qRmn7qGKWDZae6NPYzNgFOhlZRA8cFxv8G0D0GBvnrFfNqQ1HNnQnt/il//sL/Huy6/Qbx9wfvgBFokvesOvP7ug2Y7vMBDnDdcPT3i/d3xsfQGlC/FZeTvXpveuccs0g52D/inznHjjGy6XgD1v+DR34C7T6OAaSjU42DrXdJ62ofxizE002YZsBt8McSQsBqxveHra8etf/ww///IXuH//CS9/+BrzeMHtPCmDD8A7zzGO2J5rKk+v5qwKyCru41XNBzM2JmKinfTum+D0ThRhwWKtKUcNOZGERuO4DR1l6yAeIr+vuXK4lKIAC3xs5nwv43mWoIQ2QDuN9fsGssPBvWcAln67tA5zIntnjQiokYV1n8lu1LVmrnVuuiezaj+dBbTVmGrsE4gieC8zaklMzWt6FBt2iAfowotNRGpEt4gSRVT4h14/3hNloUculCiRTvSjqE4RD9S+dY7Bo3mfbpCCoLXEdrkoUQoWXq6SMQLZOsLmSoI5KomBtjcmw2GGCFtJ6RmJtECbBrNYiGkzwxSlKoL0Jk07gvIBdtu8aPsab2wyd10tQ0OzKYMFcIRbBEY8KE2WZZZG7xcEO35IdWkiNabTV2exCItWkRQPTAcgytqqeHgFtix2ymuEzhqRzsRDS6YAmSpQDA9K+h5iymjgTs7q5GggQgYM7OD2pYUlug5v1J+D7KL58YZ8a8jupODWpKAxkPcTf/jDJ2z/00eMj5/w/TcvmJZo73b887/4Ar/+N/8S52j4+3//G/zut7/n5yWW3jUMOMdgd22M5XuQSVrvGuFSVQywgBfWD8abSKtwYHBEZvrO99dnMAgki+vW0ANkT8wTuTFAjzgxIokSi22S50nWg+3YrLHjfgx2KQPIeUf7ItF6x4DjkEnz1jbM2NHPQS8DQJ1R6RPVkey908kcVoORBGIwwXEXmDJpELUOZ1Q3W+8JfwUilBGxDJsbi182Sqo7oYQ62e1YBZy2hZuhdSf9GwIhgVXAoroaxthR+ns0Q9863uwbnuTmbynn/95owpUnzsn39NYF/ii2GIFWc0rnIjie9nLZcN5uuA36pmwdSs4Cxzko4wFW597NEVtHnDSUtkaWxHlLuE1szeAtkVv+2DD5j/I11OFi8HbGfqEF1qihzVnAJZ+Fb52+DTpU05mcmjf0pwvBjZMFMRNH0qzJOiHzgvRwFU5Gumprjyln5fQ+5YDdxKaD1rUbz6YJFvwjIfd2X2CMwaRhZ9xYY/MErpkygVadqJjyAQoan4ry/HB2J3iCTLIvUwmSJgtxS5jo0IxXpiw3tXdXDzUhuYIDKFv6iv+kq67Y7w3VQzUTWFpURC+jVSwKMJKgQgxDTAFbyfNxjMCYEzBNYJN/BOuNBNBgSe+ROQbmhxd+5945pUcTdPK8APcDf/j779B/9z3Ojx/x/R9/oH/FZzv+8p/9HP/6v/ovcQ7Hb/7tf4/f/4ffoJ/0tkj5VSWA83gd+2OxIRCMmxqzsQoQ3kRDSRTTnbcvJgEVY/zOrqQNKs5GwEZg2xINk0xCd6A3No/mHWMMsk7mBI4Tdh4y802Ch0EPINyPVTg1T/hlw4DjHJwG05827HFBv13g9/sC3yCGR3Vb276hXXYkDGewqIPOce9snNQEJyaPQFVoJoas+vZqSEDF5YNpt/WmqYqadmavYr/OWgKA1bGvc0Uj5JGr8FrwpVe8KNDEVjHe9x3P+45LZ3MD8jRD25Gg2fcZlC155wSPOp7dNFHRIUYxfbD2pwvGyxW3cyD6ia11WBjNde8Hk+v6Hm5w78i9IU6OT/ZGptHxEnA/ae6/b9DckZ/sq1mipXEggWOtoTwngZTFmAIgWQ7BYcecnKpkbvAMeTgEkE2FjZd2AOGaAAQmvPSxCcxZnoRiI4g5gfmYFir+hSQnOqsjSJDEK4beJJuBbK+KvQLbc8qQFlCgQ71zjb92QEawzDXNKV2DGqV1G8qTyiFmBx6FYCtEwwB4yba5j2EVjawSV95WVJ1Q/8V/XzLU+vsVRPi/xAXywTSpazTtGzNs3ZCT9ZsDQL4CXuRzYsWILgaCFRirx1cgBKpZS2/A8+MLDJw+1+0t2r7DMvHrrz7D/+n/+J/j8rOf4a/+h9/gb64f8dwM5sBdQH64Y7/saL0jwWZsM8dsDTEIOrPRa9h7x+XNTgNgS55BKgcQYiWME94c+9YQ3XEfBP2nWLSPe0sDbbjWm3NQQc6q27QGtVayNVgEPt1P3C87fv2f/yXGhwP/EY6Xb/4Ie/mI82qYAvyaiXE7J4H3mEUIwWpcAgC4/msM8GN4AllMI3nzvWkM/ZicjBWsLRwOzzr3xYq1JmUFwSjztlgmKZAkMwU8sC5oyh3SGyKYQ0UBO3Mu221O6wRUjKD8Hcng6Q+QysQkcxOgmGvP1HeOMcQ0VO6zZHvct8tM1gAkVSW1xzmSG/Lc0jnm9PlKsWCQ8oR7DYAmVD/qGUflYf/w68dP54kUojaXW/XSKunR10JgMvCIrXOhArZ2IN3gN2qu68ERioKro4FKYrOS1qQkp6W8N0gTp9dCwDAkf5H5G1L3XfTzMTCVHO8wZG/oKcaIFm6UydSr5Uxkkv/JcU9MYN1K9qabz6/98HNXkg4TR2aGQBGh7iYpgT4bWWAJA++i+UGsmQXoCFA2JS35uOGPf6cUxsrno7KZpBFTJT5uibSJFobwiQjDFom9Bc6TU2mmNIihTbZ0deYEJ0KH0UnAJLvuQHMmvseJ8fIJ3/zH3yJud2wx8fM3O27zxLcfJ7549wWefvkFfjlvuL3/FnYBzhw4zxMwgl7zGJjHSRZJPOhjNP2qO//6JWS3xl9pak8ZysacSEhbW7T04EhJGwNPTzu2NNyvAzFFTzVHB3BG4Jzs9rWcsHMA8xDTg4l4nncg6ATf2w43wzkCcT0QY2LbO7at4RgnD3vWVQQ21hrgodQ2Gr5mAGdMah0zZeHCRD0jBJMQcKgGg877B5gSgWNMhDeYq2unAi61XzbwwCo0nOZlgkcENBEQBIob3arLDxbTZLpU97ieRSXhJkSYhR8zdwIiqY7/eQ6MSLS2qRiJBXyQVUkUnJ4mLK7bZYNfr3i5sdi5bDtam0peJrq+q+nzYRp5aCk2iqE58OS1vqh9/mkTuiE/mwmPJlCY68iy4nNNQ6j4BVTaFyF5BdTpSKB5R+sboh8PaRwAFMBbyaCBCZXAXkPAN3o6hX5gBhAxtD9tAXe15sJMzJlJqaM79o2NgDJC9dZUlNsjEa2jKhR7tcYQDZ5MtJrOvGIywZiYrcNP51cLdtszJlIJhQuUqYQJ+Tgr1sZNXYYBi0ag1/L6qqLBKpnVGlcys04zva9Lk40kJd0bmSg+eSa1ObHHxHmkwIsAGtb+WKBN02Q5Fcp5HJT0dOUGW6fE8Tgxri/49j/8BvFyxTYnvnr3hPs48N2ngfdffIU3v/wFfjVvuH33DfCm4UTiPA6yG7ohjhPzfiAH5ZEp8L5Au3WjqpwoANoq5yfTJMdAnAfilfksnAlhnAN50hD88sVbbHAc5wvfa+8ENBw4x8S46fkHKEO6XckmHCcMgbxfYccQI5cTKMY5cX25I8aJ7dKx7R3HeQBur/xbUN8GAAurtm/o20aj1vPkeM+ZxZZG+UdR1tW0Nx5LCCmvA4Et4ziRrcPUSDJvMmxnItqUk2RUou0LmEwGA5SpYzVy3Kv4lJlvJHKQdq8NqtivZpG7zFsJSqZxMkUmzSMJegR82xdjpmlNV+wvvxJvlMT6myfYp0+4f7piHAOXpwvp60FfPf6+wVwAj4tDJmlaClh/MmDmBJLd15967AcKDyt2KgcLWHkDBT0mDAaLoeKWDbSwzuZIGA2BS/qb5YHBPVomyyVMWcb/0KRKsbd5ntCjcAIoac0j5wUqZ6+eJAsk7qiZAndB8N0jNRgBQDrGmIu1+xqyWFl3FiueSVUmb05VNlDxWRMHbYnpTWCMkBhXrg4Vhng0p1Ym+yr3rwux1JVV43TFi4pylGWbPT6zfmKdzYnFmtSRDDTm9KF6AhVXjfeugTXOMq3VBTHmsHGMTuPq3sjsGteDuZwljvY52n3D875je+5o797g3X/2S/zlz77C/Ztv8M3vdtwB/PF+4uu//w45Ji4YsIMM+Usz7FvD3DpsdjLgMyXLNuxbx9u3T3AzHMdEwDHNAZ/c33Pgw8sBIHBeT40lVl4S5/ouTE47fE4kgkyUEEBvXG9Io++ZEVTmUc/4/te//4Bf/x86/vN/8wt89nLid+8/4n7/AedxYjgQlkAzMh5joOfO5n+Z5uZEN3qX2HqCtp69NYOfAsNgS0q8zvuoHCaRUWoKoLdOFm59B+4krU+CdZS6EDaMGXU4LCZIzvk4e2cQqGkEQmbKxFbrGNoLKhLJZNUUQq7rR9OJJX/qTNfyrjVYAGSBdHrrDHouEdgshkuuz6aPJP+s9lIxTKD7tCThRtC3PH1MeWaxq3/M60eDKOaPsWKZ9ENBBHozWG8EMUwBz11acJmkLQCF6NHWmgxjOoaMJB86d390AN2XLINncWIg0COxeVHKXKMQqYt1d+nAmBhYsvALIYBzAqcPbj53oGMd0JHUCVc4dyURNMrR4jP6ZUCMk967kDxJEvQYE6QIVkCOgkZTaJ8erqEmXqhIRa5AZQrQs3JyvS//MnUY6LRY6ThRyyJlhIoc1I89nigPxsagwCKg6bAiiLXD4HZqlGDKPIzU+CzTJQMnJxiDt8UAciNNVsDReQZeroGf30589WQ4f/kZvv4u8PLhI64vA8//4Vt89dKR14A/dXz97UfcjsD56QVx6Tjvg51SFUuJYHDTpslMSZdMTW1Dhj1qEa0r6MDNSTPYuN1gl4vMfHkv50lPjEhp/hsNVG0YzCf6TOzq1EYmOrQRVRzFrAKOK8G9o2873BoTzOsN2Rwu47wjgOl9uc03CBRwxxycejBRY+ICzYDuiZu8RZoB4aLeOyejWK9ALEmAJh+wm8l1WuaWATKPiFBrsRp/3rIKWtMUCzz8hSLQWlsgTEmbQnve/myl8TX1WakdMhK4BSnyx8lkuiEfEgxzPO0Nl+4CbnP5MWFyMksB1PdB+j+ljFONnMEpKtp/U3uueUc30zg6jkc1c2y79nImjuPATMaF1yMGf4ovE8hQhsZz0vS1NwdaQ4zx8LXymtohs2oZ0tU0hO70wcnLTrmbzo3VfbMCaJnwlY/THINdjL7BnF1/tEaJTdAY2n0uuUP9fqWxM0JeCbrOXd3CxjloNJjNR2EeoT9nDINA57YxXrs3tL2j9c6zZTyS3wTXFqCILjCIM1pzRWrLV3C9KfYHE4Y6D6du4UNXrE4w3+J1mi3QSZ1H2GJXev1s7R1A2mSdDzMB6xobDaA5NiMj87yR5TAnR+aiAJ16f6OExiwp/WlGAEWJ0bgP3D7c8fOPV3z5xnH8k6/w7Tff4uW7H3B9f8Pf/fvf4YurI68D9nbHN3/8Afdz4Hz/AXnZcN4PjDFo9CeJCg0ZqysnmU4FL3+soYplqZyCZo4TcZwIu/Gebh0po8p5vXE9hzHue+N7w+Ae6DOwDU2J0e22nMC2MbY3eqXUaOm27/B9hze+T7xcgVpvQWbJaI3xXcCPt44mgJiGvs5uaTDWd0vc58A8h1i9TbIdxf5NsT8esb++e8kS3En7ptdP+YBV0anYb5zkA3DUPWUNTDAxeZ2PEefq34vJWviKlGYqfvn7CeZkMxJ3xf4a1+36OQgwf7ps2DdfewnKK3PItNl5XcegWfmAwedg8yaGEmKuccqvCRA1+XC5GabA/H7ZJXcI3G8H2W6trRzjJ/uyhpkTzZqK/ipayCBcALiZfFMSmU4DX4GVsIah37OkPAfq5nOSBoFBNFeeT+YUkpPG6FvIZJY5BL3tDMXEruqqwN7iZ2T93yo8TV34VNOmKX7W9UFyYIOtOoJeScFmMB6sqwVWPiLwYgEUQ75OIO4JX4zHUgqspg7+vGiueFalU2EXXvc6aUhazHHua4OoLsr1E10gbYGYfPs6eyD2oz9AGnuATADgOdHaBvdOT6OYeD0co8CjzMQwsohbJH0CcwBHx7zecO47+nGibTtmAP/xD1f84djw/RgcKHAmbu8/4fz+CsvA+bwjxolP9xvCaCMAsVBD96gZKAG87BjWgCHpTWvwtqnmmghMzNuVjJTjQNzlFTi5NunKrnteuWvjqHdOGKy6o16BJSlpDZwtPPHx91/jv/sf/4CvfvkL/MW/+Wf4+o/f4jd/+BOmxg6X9J5gcWKME21sVHDofjO/ZZwGmJu+XsdTPjSbadiDMXC2Bhg2WRUksiViyPQfPOJXrg4CDSvPWhIyegwVVjYHzzGzsgSgf+k0CLiPRy6iqrEuNybrEQ/VHwmCngWk6P3MUvuI+4ATfUJsE06Bo6+KI3Jq4qfAu8qe0lTeudYvQTbTIVSOBEyP1Cx+JX2uQSip2gvFxmw/Lvb/aBClybQH4DjdDCas29ZZ4MW5dK4uCtQIFjqlY3JzbK1R6pNERLd+4lgjq4Q2Kwn0Zb7Ejf+4cYWsymPl5AOKaRjG0aWkjzpM/igXM3hMmlrGRIRjTCZY3WnAQ7PQ0j8mmoUS0MJ6H0BGyY+qiw89UI8CQMA/K8aiEozSH+tvV2BbHcWyAceDkbCmz+DPz3QzqBgOZJULHrCw5ZuydF9ZyRFWzK8EnqCRrQS9Okxw0JQnAz6cHQQAYwwcUTR/UHfudKdurbM4hclJH3i3X/Cv/+mX+Bf/xc8R44Y//eEF9u13wMcX9NZwOd/j9t7x/usf8N13n/DxTz8A7tguDedIjNttFRbsZNQ5UycM4YB6Qq++4CqImDQKTY1Uc0xeBCiK3RCgJ1DJQUf65OSWDJrYOYC33rg+MoB0oq3OYr+NyUkCSHYxNya3Ca4DA98HMjlMY8d8RMJV9DQxfxCkoFI3HithbUpg55xwOxnkGn2I9n0HkDjvCiprjdETppko3O6iv2kl6DwFSF8duo3N6oDXXkhKGUZtCnX+TcEVlTxn0tgrgh3cMzBGJVNG0DGHJjYkNsnowgzNGlpveLpcsG9b1Yek+bkjRIMsFHlG4HY/cJ+iCEYgzhOHz1Uc8745dgC+X3ARjZ2eLSxWzMmeKsCI8rz/5bj4U3g1d44+BTCG1pAb+t7ZQZ5BYgKMpsbytBjjMaKY0q+ObSt6dKDtG6mbVdoLvPQEHvAHYxTNal/F/i7jN0Dg5cSwc7GVHqasYNd7Tk5hmIHpEz4d8IY0MlvcScudyckenkywud4fnTuY0ZSuko9Gw2My2Qs4xSPDZDbCoiMC6LkAcRN9/SG/rcQbDzBAnw+BlAtgx+P7QTIgUoaxABgLsNNfrLEV8R+vTKwiOmvjwjTkZ0cLGuFt8vQaY+AAJy1dMkmd3hqyd3jjnjUYvaSa4e1+wb/69a/wb/7rf44xbvj7v7sB33wDfPiI3hv2+RH37/6E93/4Fj988wEff/cNzA39ecM5DoyXG4pVUgUAL5wFmYnlAPeVzKtqZ5MtHusj5GsQSZDdo+75VOyv6SIBtI62d8Rx0LR4GuJ+oiXwtjWRGShNyPOEb51d88kBl9kc2Df40wV+2Xisa3pJ3k/KitSZp09QYKIkAAWSBf3BxO4oMLwmBMWc9BFySqfbtmN/ekJm4rw22GFqiZu6iKLwbxyrSbBR68pUUGk/zVlrOVVggf5m8viZQkgMSY8RM6SmnLD7GJiDMWDcB8ZxYhwaR7sb40iemOdQM457NkEQtO0bLs9P2PYdZdpvxoYdpcJM4AnOBO7XG84hi82YuB8njiW9y3XfdgBPTx1dgLknu6rTN1hviPNQDsrYb+2nHfwdlNNnhIx4GzDOVRixmAJKioIqwHMq3/xzRhxzCA6HKD+L1WWOoPwihxpGlF5ymiYWIeARAghSvMr4sM6M5ZeSWFZPEDNQ4PIrDgmbvpmcGoUHWDEVg8OdAEIAboEGo9zbA8X0c8VwDlFlgV4DLh5MY1DeBEErrgK58o18gCkEpwp4rH9/leOao8w4AUPR0x51hT28XSbQXGePCsZME4DOa1oGtfo+VYtNsUV5BlWXPuWNx7w/WsOYE+dQnEuhTOOAnR047pjHDrvsuJ8Df/Wb3+P6m68R77/D9nJHc8On9x9w/3jFZonz87cYx8D1w0fcbgceBrsP9kXfGlwmsuMYsmeQF+fTBY6JuLOtPM9Enqemho3FdkI87j/MKP1A3ZPGs4GrGhGT52RvgHWCJ3Ygodz+5SO+/qu/xf/9L/4J/s//xT/Bf/Evf46v/6rh43cP42s3QwdvO/HiwTNEyoZSFqxzv8oarUcC7c496VYzQlgvI8gCUj7u2jSt+2KlVM+9mOCtO1pUXRsiLsRieBfbq+49R9rPxQSum2c6W821rqAmbHN0hEAT5pAupIXM81jfGdDEnt6oagiap6dz3fEclHwXtmRVIV+T5rkY0SVLs6YpkdaRcZJZL/aZm2n7qVkFrCmmxMnGj4qRP37EsRl6o/7R1LYwZ4c89NAfngmSApTzf6QWD+mi3ho77pMPMps00OpWFtJoUBJQHQX9M5OB0ZIjk7N4e8AjsLsT8faSuDCJn2Uqmg9jzYnG+d3yTMhksXBkCBSwAnipp1YCB2c3yS3WIoWpZq/ADywWTQQTi4CoqUpCPOtw4SYq2mMxpgu2VpxXoszv9Cq7J7hTi8i46bj8NXc88fq0EesklZBiaRyRlXtp3KU7ogUsyKzpqcR1gs/NDdk3RGuYvUmixE5Oe77g81/9DG9+/U/wbX/G17/9Fh9+9wHXj1cc9wMjAn/zmz8B+0fc//Qn3P74J8TtBf35Gf78Gew8gNsNa6JOBZf6Dig5lqEgx5x6tuoEpBlHDZ8n4hAl3AHbTIaUuToT5oaeiR6BDjKmonfcxsR7AB/NkHtHB/AZOr7KxDYGJjjFZG+JttE0E2jA8zPy7TuMvXPefPIAxnnwWYpa2UC21Dkn9q1Lrygqm7qIxziR3vDpPnAGD/iYgeakUaI5C7yukeNGxphHYnN1hyKxbY2JdOMh5KL6mQGbO7orKKsecYOm89QaA70uxsRsSgdE98yhpAFcrIZEy8eEk657fGlNn1Nmss4YXcl743SmFPJdDuNEzg2WDXDuldaMxr5Jed2Yift54tQB1LRG3FkAmzn6xtG33hgn5vQl3Uh1AmYCPgPTf3SY/Ef5cqNZGzSRIADGfu+vtKgmujy7+jECOAc74igPKnUrDfBB0A+tIc8iWQMliqQasYkWXrFP3WwxEUaEOgkPanTGhIWjad4xPcQNvnWYqLk5J3I40gYiG6fHuTyfZmCeA2cGJwq4SyMtKUsk92wnLTRGCO/guqypX8YvQ++sqe6nPDZc06Yg6PuBjKsrEyFKeFvBfo1aXYBnoQpasaEOqfZhGXu+SotRLBkTIL2iaJYkMOsjlCAnvW1OsfygcYzzRI5kooMOPHfktiO2Ll06gNbRny/4/C9+had/9Wv8Ybvg6//4O3z4229we/8Rx/2OcQ383f/4d8DlW9x//zvc/+63iJdP6G+e4W++gh0HcH1hMkVTMZT5Hqqobu3V/YCYKmKspNEAb4h9cr2vQt82R1VLGVp9nVLIJhmmuWN6x/U48SEmXk6OvWwwvOsNX2wbegam07y9a2ITpZKK/e/eYvSNzZOYaOH00EIuo1WmiIbzGLg89+UlB7MlVz7OExmOl9uJEWBxNwNt0hMErZEN2Tes2D8DbVIOyzMxsW0d27bBWpfZLIuSMovsOru9/O6c50wlKCYJU/qJyM7OvTPPijH4nExJkGL/GsutdbX3hm5kyzS35asRQeald96DdHaeXffc6gzyhvRAaeDjOOXbRpbl8XISyKoupgCa1juGOcb+iP2+d/joWvuJYrVOo0m/v8qXfpKv2ldmiyUEw2pgmfN5WAbSgver6ZyIgdVRsYQZQZLlP5jtz/YtKnRYW3KdmtgzCzBXslqTo6zWpYmVjdTkTwCe6MqAo8BWOMzktfXq2TY9+4xA9jLO98UEbGYqUI3YZnLgQEsgnc45xZatM3H5ea0yF6swTi9Au2I2c0F25FVjVIyu60xgeRXZg10VyitrtG+AzOSK/yHKTIEzgTpD+efuJrDZlMc92GTlnzHG64lygTpzRoam8BE8Os+Tk8IG2f4RExk02h63A8d+4Bg3nL//Az5+uGPcr9jsxPb0hPMl8PLttzhjwr97w+bD/Yp5f4GNkzWRF9OUNdJIUFaZKUUBYPuGy9u3aADGp08Yca5pbqkhGjFfSccA1Q6PBqApjhL5cklAdUKnmhsOAJ2gxzzY2Pvua/z+f/g7/F+en2H3xHVrsG1DHjdgUu7mZsiRD5khOGQCUPNyTjGqWNSvJksl6VZQocCwQue8q9lbuQO/F0FKDV5JYKQtGbubUWIUWouJtY8AxteqQRZbN4FANSf5a55WlnEos2XA6bfpHY9BHGLaSmVSRIFITueMYNNgrjXMITacCgQCmboPA+VH6iuEuFNZAeNZZcnzj6Auzx3kQMCWzciKITBalmhdVMP6H3r9+Ok8KrjSqHsFbGnQy0iu6HFutpJPT1ub253joQrAcrgmdAg9U+Aig0RIGAzDAznlh6Dz3GLSXzsevg6wRfJAjRNzUY/PQa3c0iFKE0vzHKAiVeKV4WzkQxdbEUQbKKhX0uLCGpXKYl7OwlJsRUxNwXkkUvzeqN2w3p8GQKnsm4eMy2+i0t61yI2d28eLf55mryjgvJ6sYiQLeKgff0UhxKNLisrR0+CiKcOmFuyGZok9wNGIenbRGqb8Crob7LLh8vk7/OKf/wpf/epn+Phyw/z+O1x/+B6fPr4Q0DpOXP/+d7DtCfbpA+LTBzgC+3bBcT/w6f0Lxv1GR2cxKTge9YG2wx+UbYMkJwkWVS6A5DzpgzJOUqovG7BtMG8E5mIykBgTyS0C7RhoSZT9msDvc+B6obaz9w3nONHPA78ciS0c2wjs/QI0wN+8oazmzRvkZSdlXCCEwH8ANHIEwJ91Jp80jgKOLH4RuzbjPDExEOeQTM1WcDVz9NY4wac1nOOkB8sM+j2qqLJ09G3D1ulmblbdzbZYIIFH4pQAUt45jlyAKUHE0Ag0dS0EFJZxlKOmpXApuyh77Jp2TvxqjZKkSJzBDudKpFvnftIeqSIdAOCThpjMSDSSesfuiXMcuB8n7sdciQY7GI3jegVgYl0zGTO1Fe+DRtXm7L781PPoprUCI+OKZ7N06pMreBJhJmChventEfubcxwwAIG0fGanAEJTZzxbWzJKVKKbPCi9wlR1QkS9zuYC+xT3lNw3sePOKeqt4qYVuCeAzVQcZP03JFv0WOxL1e1KmFhI0IiQwIyL1p71+zDkhCRmLMxyDLimrCwWiVW3NldymyFZqNEA0wGaLerziZ3YIwFEMSLFSNT9t1Y/kwuIMRXYFYEk78fqytZxUgmWNxmz0VXfjT5B+5zo5jSMzEfs7xDodtmxf/U5vvo3v8aXf/lP8PHTFfPbb3D79lu8/PABc3As/P03fwvbn4GPPyA+vofHxLa/wXG/4/r9B4xPL8iNoEKOKQNvfxxgiv0FKpXxLFLgeDD258FRxHCDvX0Cni6U4ZjRJyV4T3tv2ALomtKTbcN3PvGn6xX3TDztG/q2YxwnegR+lokdhh6BvW0ABtrbN7B9Q3v3Fnm5MKmDCpJMJW8hyjE49WgmMMdiAJ4zH347GRjHHROGOA5tCMGNDsAdvdNnpbWG8zwx5GfTdjHJMmCdEqO2b5Iy0mTVmiR2RsDEhJwzGZcJdyTOWUaWBptTOZ7AzZmPppnkXSmJajQHPUZYULRtw7ZxJGkzgobnVLfYjMDGvmknqQRtJumIwWwih3HkudGkvL99wtaAcb+hHYnjJFulCn53jdxu1bxS7J9qxAGA+SP2N2Z+P/XYX2NCxzjRt51Ax4llgs0FMZknwoBOkDacxpZVqAYMVowldYlb9bMtFwHbxGikST7p/JWzwgoIqHSZksvKjzIEdhvZEynwY038i4lMMk45YXOK+WWUprpYgFls2MpZVKQZzwPKRJzTXbwM+RusU/pd6Sc92Mq1QQ3JAvwr5rILwM/1+jNbAEpNv6q8PAHWBwCEoKCmnDoI8KNBEh7WZdU85TmwUn3UmGjXwVr3b5XoZijZSmQsbmidOQTVWcwObxg5cM4TPic8kh5k48Q8N7TjBPYDx/WK3//+A3Kf2OfAmzbxvAGfv+mIHPjD7QOu7z9hOH2gcpIJaAg8SkcV8jOQk0bdrXdg39G2DT979wa//OWXuF6A3/7wJ+QBbB04Zij/zsdNQD7kJt5gbdPiCtocrOYC7wXMAMnALchqsfINTMM7nPg37Yqfff0Nzh8+4Z0Dv7OJ7zfHQGDExCxDKve1hWIGOPmHZ4QHP5/E7mqSCIAAN0CBmiz21Q0wvZcAcXpKOSCpNWXKZLM0l8l+ioigJsuD+dnYSIwQO94e5AAZPEeGmhAPdQhzFL2vcqmVj6huLxYxBMpw8MtJVqaARm8g8GUBmyATZRK84uTRKTDSFoBG2pn2iyeIQvB7he792n+GxbZpimf1iK1wgh/x+vFMlNaVOAMtDZjUZE3wRiIJOGxua0LNTOq7iiGh7E9bEMvky/SlyIrQFq2uQ/KG0dC1AkmqUGZCvDrfuocw6qZsTuymhLo5+qTPxZyTP5gBE0jyenRkpmF2FuAbhfPrM6h/D8lzKlmoBYhVxBM9jIXkRrEjlCTX6EYeCAxioe9q6to/jN0q+Ik5Ih0ZF2IFfjwKzrofofvoAuJSNMV6HgWoOOnN6fYwkavixQ2OBmvcLGo6IdEwzKU35rNzbTAmZp1Snedn9M++RHt+i/z4gvP6Atyu8HHnyLkcyE/vYf0GP+8w4+jKjy8Dcdwwry9ADBZk6hKn9N4lG8u1wnRCCJnnPWByipnsoCVEx2dgIciVSI1x7ml4dsOe9Mxplydcdsf3txviJiZG79h3AjA/zMRnbeLnccPl8gTAMOBMJvYN2GTc9ypRq7oMM5fHxEwezkwsmfTWONIoD5f7gSkgsbUGy4YbCEBuYNLqjTKdoa4Kc2x93yRhnFp7odHSzM4IYDo60RDdxtL/Mqi6GXxSy24N6OokVfBi144dpxnAEUyOmIyI5i4g01vD3gmkAAmMAYdj84D1jvDSDxN8nJHF2F9SJiQNO+GhcZQd7om40dy3uSjlyQPY0bC1hn1r2Ltz+g44ecwUU84xMeektKi7GAH1wH6aL+8bzahdStrB6WvTsLwqmpGp2FTsTOTSf6/KXP/tdQyYPbDpkv2gwDJJ6qYO50r0ACEZuZLVleMIiBgZZIvoHGpJgHE2gkCp88pQpphi0QggnEmZT+9GamkokTRK7kJTw5oR8Ezlniv2K/iSRj7J1hsc3Z7nidwavL3uT+LBbsxYel12jnJNI6ozg+bnKzNGsYMqaHP6Ty5gKiSxc8XG+kyARrNQwmb+oNbWSNnWKM2yyfsZziR+jIHpWJ9LPzQ909bQ3XF58wbbl1/B374DPnzE+fEDcP0EP+9cHzGQH74H+hV23gDQVPrl0x3znpgfPtFjqzkwKc/juGXXOOO2EjZIDw0xhaIyojmplb+fXKuXjQwogbFxsvOFJCjw1Dt2AHtr8KcLLt3xw/dJEOY8YX2jvHACH243vG2JnzXDfrkwQQeQW6fX1tY11UCTDd1QZmU5GPvHmOzkJmBbJ+AxBmJM5hmDa2bYDeEuT48Gi4H73ZRXpGIq2SV2koXphsUSwZlgAvXornkn8DcnTQG7cibLKqhcY7MFjM7QhDNDy425m5tASMVQA0KgCIwTEGzp/Qm6eGvY9k2xH5hjwG1ii4DtGyLaahBEBo5JVqSHutB6tnlyioNvG/plZ+wHfe1aBObJ5pU35j1bb9hl6N6bvOiScpRAYhw0He6d49ir6/1Tfnnl2wDOIfN6nQNWLGk1s4o57kj0THoVAsAr8n/lnlXAc6JkAkmGWM4Uy8LZftH5awikvDsejZXiVoB5RSsJBPMWD02TQSjxFeN25gMrqJfel8ALBHTz28/EArVXgf1KWl0sRMZYXzJvqj4NhoblzaAPTpmyPwq6XFF5lUn5uHzewEclxV/j7zQ9H8Zi5lqun3U1B9LJKjCA4EYQCKrpXVQQKJNPYEmlVGQ+DFWxzsnUode6IYfJxD0wY8DngE3GQ2sdZ2uwywb0hvbhB2z7gUTg+wx834Cvjd5/1x9+wPh4RcBoxg4BBVvDrNssf5GMALwDrWNEoBvwtHf867/4Ar/6y6/wN39zw9+k4Ux5FcLU6GbMW4hSOgtuKS1CawUxte50ltTDmbnWNKzDcPBv8sT9vOHb44bn4xPetIHLZnjXO2wMTBu4xgn0hlsCOU6MwcYEQZyE5YRNF7Cj7w+Q6cUkB1X2RVbTmzHWvS9/sMwkIG5qcmeBQTWGnmslwGZhjjJ2jQXcR0401Umyy4E7mePMo8Q2eh0tMtd+XcMbjOtpnvw+oQYAZW6Kr5JczjGROUuAsgDVUNOkq1nlknV5QvImrUkzICel5WJFVyPJxGCykqJWWopisWmCHShDWg20f+D140GUzi87hRrpozASmIMaOO8yWt1YtJWultNBmAiHsl5255Q8OC+Ys7KrgKuQqy/qhppDS0wh67kB4QjM8jCUOU/qIJcBVZRMiAayUKIVkajJzGYaq1TdQfDCaWArEAWGtIlpQHegrTWQGBOANl0qAtZDBAgEhfEzHz4nlUEpOagIWkiZvn8mQZnywSdQUpwBRVttqIrGD2jpoQP9n0thqoPX3GGRmCtiC+RJI5UqGGwj6ziknnrAMdZ0Ez6QdAcaC+V3b5/x2Rdvkd4wX6443v+Al/fvcXx6QRx3Jrk5gfNg4tscQGOCDaL7GCxGSHVX8KxDT8wXiFYKoaIJe/xc60A7+cDELbJ02ExEE6toTrTm2LadCVbr2N+8wf7mDUYzPAdwOZM6a9HS9mbI3vHD7PgCO55UaKa5ipIGM1K7WRSqY+pN4MXggVAFwAK5uGa7kld+7wEbhuYdvrEIcNsR57EOx2J6mbo3oUT4wQxoa21wbxoPVyjxcB5Y2daGQEko5ix/IyapVQizWDEtQe0pxQgki2vmHkq4QUR7aw3bxkNrTOBM7s3WaVA8Jw/k0KhDsnQ4Yak02lOUcQQwOaNMcIgp+eH1rvXeeH96a6LeFnOMe2NoXzY3TDS4N+ytY+s/8US6S2qVqeSDB+EMAp6e6hpqFHeawQQQro6C+9q/FXdTbJ/W2NXL6oBkyWL4hNzlEl/FnTYKQ5czLsbaPMhkccojWJRXJboxCMxEeU2oyLTEYlaWQSIarw3qVE0w16+cmVIE3Rf5MaxGQILXLBq5u2nMc+mNscAguKOwSsAk88gFSlaRXD5blSStsfeV2KJkOpVeM8kqhmREJX7FhGFBYM0luYNAlnxIkqK6os7E2mp2gHIBw8P8rsCM3uDbhjdfvMO7n30B9M7Y/8P3uH73PY4PH5C3Oz2hcMLaHat6yU7JTe+w3ZFHYpnlzcn4pOKq2IcoUKQSJquEEQTMG4C9A9h5RsBhQ1OfMjmVp6u43ndY79jevsH+7i2mGZ7uA5dPN5wBpOL5vk3EbPh4nvh823DpjaMcAd2HDvNOk8PFkrT13wGgJtNk77AYSuaoH+/F9EqeTTgOmPYXO6EXxP0uHzoCE9bK1y0Rg2eIhAlkOsr9eFYzwRuZwyUFm6/OIjNYhKYaTvnEcf34KmaYw9V6TJT5OE0Hmchy72cEDbzdyRzZd8X+oLeWO31lkIr7EzGKTaDNkU29AJlc6+yJSAy3x/mqM6t2JA+dtu6fl1Gt9kJCTQTFsQALhX3b0PtPW8pJvyQyTSxD0xgTftFalwS2PDXqz1yLZGSBvlyNXeetWUnzJL8rfygDxqAUqPcNrfVHPl7TUPBoIsbrWPa62WPVAEqZSbLDbWJs1NCH8gxJyTleAz2tkpwZmEOMgYTyu0RyqmztsAV2sHmgIQbmGsZBeQF58YzlVjW8aoFAxfRH3g/gAapgHS1k82RAdhB6XwiIx2I9ExjS+yenLjIF9SVhBfLR+OXG1lWCYJk5CmBKiHWqkN8FYKQY3WQyO+X9Y8JGYFyvMG8Y1zuNsy8D7hPjOHB8uvLsf39HxkT88D39D1CPNLn+Tt6w3Bp/TnkhkjIauKHtOz5F4t++BNp3Jz796QUfrzdO+5oh3yuCP613sRr4Ld3InE2jD0rEAAbP7wdTQ89h31mfnAMAZSKGgLUNeZy4ff0DPsWOxMB5O7Bh4t1m8JZ4ayHWKodKnFNsboCsTtCUPZQbVQ1X0pMy/EUmugD5GkQRSd+ylScEsx/rYlQbRzUz/olVArEJvSbGOpwjWnQeaZCApuGad2AeXB+NY6AxQ7YazCVi5fqqVgXMnEm2uVnI75SSIstcZAGDmjhgvp+gRLbWL/OZEsDS6yWrBHkFoKYaXpmq650GuaSx+OMMSNU8YI7JvdFR0uwf8/rRJ0RtRHaFYyUsY1JjRs8Bl7zFFv3HKkn1mtrAA3DMiRnjQZmxSvo4akslp4ALyCul9taj+EHMRXvl2xQIwRDCJL9+QwmnrUiEAI0vuzuaTGyg9yMYI0p6IcVKXturoOZNiJiSiNRVRj6o42HAqPfLCczOQyGC+mCBIFOFglmZKbooUmXOxUBlADICQ/8LGEqLtkoHva/BtMh4B6cS9DL4edx/dZz0M0SiU/4eonHN9Rt8KFvHjJMYTgXuAonccE3Dh+mY94nf/uF7fPPbr3H/9jvEPFH6WrogE4BAN9jzEyiFMqA3IJpANR28MTV1QBvHnIV//bueQfCBkfKY4InXdxCI4/up3UWwLICL09Hctw3PX77F51++BY6Bj/cDb/odH465DikzB/aOWzTc0PDWmgAIUaD7Jv8D1hap+21N+yI5e/3MxJmc2tDag+LXmmHrDHKRCYwBuzRc9g73jjkNNp+UhChRACUWYw7KomQInZC2XPsj5sChBGjfKCUaGYiTpsG9WTVNKbUZQ0Uvr2nvnTWP6Hwh0GYWEGFVlGqPqPJ0gW9ThwiLxJBMz0lP1x4zOdu2boo16ogJsT6HJnJpnQfJRBgReBkT18EL81f7OLxRE6oCvSZFJOingmYINPQGtG1Dl4fAT/mVikmkv7NzSwBlyCzTJH1aMDAp0mIuovUlA4tMjOC0LaDCzqvumkGeHfyDRzqnveNA+UCV8MyFIpTTfGnbpzTIABSfFNsr0YTAxKRkCVZxUsCambrnxTIU48IFMKyzoOLxAzyv2A9w38/GNR9jciyuJCi2CrqsI2l9BqWvj8PdlPiQuRuiwC7xHezVfeQ5ZwsIzSB7JsBOjL8CSs0d6VV0U4Jk6Y8zRElzzmKV8p7PbUPMcwEHa+xyBMIdNzg+RMO4Dfz9b/+E737ze9z/+CdKUmT8iFbNCqMXwfMFsIr9NAReQQSAHBIXaJ/6vRX7bR3tfGapIHbZBKLrWmulzvJPS1wM6HDY5YKnn3+Bz37+OXA78PHTJzxvHR+vd0B0ffQOuwRuOXE3w3Nr5IybgIvLBt8648yajsY1aPKMmO445Slgiv3CHeEa68m9FkCcsNaxXTQpww3+/CzgUc0Edxp4D8b+vnc9Z65RdBak8zwJioPjQZuzoIj7iXNy3KWrcx6To5VTFPG9OfrThibAPepezykpg5gK2iN1+5vGeZs8HruiAAEAAElEQVRx/OgpMHSxSiv2NyXiWmmtN5RcaILDA+IcZEJFwj0Xc4ZnROB6DtzG5BQh51mfZshGr43FmA1NmzQVzO5wEEBtTxf0fcO27f/pAfMf0Ssl1+ODnBxaoPVLdpXADwBQJCp2b0k5TYbXkNeHKFIsaFZxXggEAAe8TP+NID7XlgnwsNWALCCZP8vnmzYQJkyWhcoqsFIxlCyjjjMnx5tnGeSKcQGdTW6wNBas+pZnzMXUm/rTKhrPoPllB9Czo4HN0zWltBD4+r0qVwKwrBoG656aiuKatlPxrQKcqQgsRIbMgwc/J8Axw1WY1PSsTedz2TMUYx4wyVX5oUz9acZZBbdBRatS6N0N4fTiy8PVaAYbG3kC/c0aL2/nhs96Yt+Bj8ekV8gxgfNkAawCvZjTvCNT37EhDjEtFpvfMO8nznagXe6wfcP4w/eY39wwvvmG5vaDtgExB6vK5OCGfSfYncBaU7NYoKpliFD1ekB6WJpQZOBixSBIOw9s9oT28oJz+w5HI3tvv3Ts88RlnzjaxH0zXG3DuN/1XdSMtI3eiDrAM09ZDLD4zVTdEwMP3xyyVrRyUBzVyo2sQDGbyleqelOOlZTc13oksMmrQFLqxJpuYjqQMTFgOIPSU3td8xpzb0vWLu4U7IUDMQaxAoCAie5cps5+5RrlfQStLWuOTBmSO9TUL5YJn4eLgMB7qFxAFT/BfDJ1athKtdKLFGBqalu64hp5cP+bT+ehpwg1TYxLcrqXWaVt/kjaIN1vPcSCMHJiTKJRQze1kh8TDS4d9D8RSBKSZZSbsSPREewkJ9kHbkAL01ilCuX1vwwypJ75Qq9qixTaNJUUh1A3JuwMtqbNshJIMwxnp7yZre42IDSv0MNgUpEgpcqzaNcgG0c/a54EcCr7Wym7evuJtejKH2UkTZXGoDTJgcfIVm2WTMMUnUpnmLrBQCBW0v1I3iFEHEvCUMATZVuvZFRQd7W5QI7anCq4pDX+eCT+/ocTO+744U8/YH78gLxeeTgZvQQii2RU2X9nsRDAftkBS1yP8ehCgzFV7TD+iQyY6ovQXFAH6JzLWC+L3qzDO6LuP9Dd8bRt+Pz5CU/Pn8FPw+0lsZvjF5cdv7hv+OYY7BCXbwGAu3dcfWoNgV2/1gSgtJVsWCvDWB5FkQTBztcHd+N3zwigNfTOqQ8IYCS7/gOOS2vYnZNkjuMg+0NJZMzE9XbiHtwnZiWx478f54EPx4EjDNvc8TYNzxcavXYkEfFpqztCWVAujXlzsmzCUtNX6rnzHrsAkVAByngoiq0/KKIhXT3lOZIuiPF0BBsBMKhrrO6yBfJkolIFfDqQjWsjMnC7nbhd7wASe2+c9NManfdXwcs9UD4uW3eOP5+Tppju6H3D5bJj7686lz/B1znYEchgMkNvooEYHO1n2/aQX4pBguouQCMik0wmOvhTrlCxkcysFKtMh6xkKBWPUgkjGY8FE3cYAtOdumnFuQIRqqCvpN1MTC2BZtQZK6ZpP5tTSmCuc0IAZOmirZUJccAjZCjo8hMSMyohxoktzyxzX7RazFhMgdmi+gdioggUyepGcX+5pAUB7fNIjmMX4N4lUaxuTaozZXjEfoUtabjjAXoLuKHTfdHniymJlbTS9PmRXDGh81UIGxgPwtm9+nQd+P23V+z2ER/+/mvEd98hP30imGrQ6FI9i6oWXL4XCWxPFwCJeRy6zhTTEDTSq0Tam4q9XM8qpY2OCMShqQxmnKyQj3PBwOlMrTv2pyd89vYtLm8/h90D948nNjP87N1b/Oz9B3z3/oVFy3GuovFoG64GfJYmw+EO640AevmOyOx7+V4BYsnR5K+kVGWmmpNjk33f0DpZGDOYP4x0XHrD3mhQex73pVsfYyLPidv1jmPGAgabU+pjzXHebni53XGkYR+BeHrC81PHZSML1zPJSAnQHHqySRV0DBTjhYbS8QrgCp2xJYsr2ZBBTG2vTiYlQjEnWpMJvVHSGQZkCAiq2D9DsYJ3PA/GoRxTBW5qHCn33P16x/FCaViNrPfWsW00DS6WWwj0iRnomyNG4pghSVXDtu3Yny4/eQC98mdYU6HTgDm5xo1lehTXP5lzhphOkFmkUknudHkluMaEpN6/xmVnM+Tgz/WmXKmYUtVcUT7MmDm5JvFYb9XAMaO0peqBaC62iLEgTKBo/EiQXQJ+j1Eg+CTQPpJQjTfAw8m+xwSC+fYxp0Y3lyxH5wDE0KkYr1ulWh2cflVNzyre8ThvsC4PSBMbhm9UvpERDZAvB2U36rhD4EBA7BmxAzLwrjk+2ztOAO+DZ3OZ74f2CJb0hd+ltVzltkoYWTbQw45lksG6w5v2zX0i71fk3pHHiXlOfJqBl9uJ43aKXTyBATJQEpAjKM9MeRUSoK8OruqmgBrSgWnAsWlCZTgSN8zbFfMc9N+a5589m7AG6xu2S1fjbWCeAbQdFmUZYMvzTZIHsjb3DTgPjIrVoFlxf3rGMxJvzhP54QVHBp5jwjcW5E9NU2PV1Gv9IuuGApLJrPKcyKhJWOAiDtkTINcU2Zo6VglPChhxCDhOsrAoHVYOa49vUxUeEmtdCTdEGJ9tDgnwW9UskH8LC+0pAM4EVHCNG0YAloPnwSBL1Aw0Go9QTpiqj3gdMSnJqoCx6gT4yuMofSKj5sHEFfAlgKzMkXmvtOZNLSJ2fjEblQhNkn5vTff4wVr+31zOc1cnWuxMJoA6hJqlzJXWYxEMgNWROIPJ30yag3oGNmOQSXcMoVAzhAYWvS9fuV1DBbokCKkHAeMifT0diM9CjBUooVfh7b2RzQDS/iDz0VSEc/18BmQ9pecauboakZIb5IR7ozO/6N0ZXNDNGt8jAUhnld3pJL+pqyjgYlTrrBKQpClmjTZDJgLyrNAPppyMTdcL1MHAv3fnv89KSNSVXwyflPChgBt5dwB1WPEpskDgWqW+XsjwK2S/Dp/6vfKxeXvZ8Refv8Hnv/wC3//8Lf6nzTD3Rhp9BEHPGYhwcRgNpvnkcMOppDiURFkdKEgdwsC6ycn7HkldnU0FHwOnxozJfK0r6ESSJr3RTMrc0Z6f8MUvvsRf/OorHN+94NPLFeaOt5eOX+0Nv7t1nFY0NRYC4YY7gAEO8fJ9g28bgb6go7i1Dmz0Fdo6aXDnoKwtvAHWVidk/QPpTN0xZNjHgp73hePCN9h56rDlYewRMr1KpMmJRMjwiEnD1fvA7o4nAy7dsXcafXorVJb3uUz3SupwTknScsJ0uJkxyGUtYDmDeznJpwo1Z0B3c3RvNHWWsTQycM7EEUGg9Zw4xsnvZL4OETMG21Dxs8kDpjk7KOM8Mc5D4/zo6dAERm29Y+vSw6NkSux2hAGnOpNupJw/7RwFOvPHBdN/rK/zOFDyEdchF5OSATdIgvXqF+owlnkavX1ygS9tTuq4nUaywxhLRzIx61BB/ir2V3yp7kMobpkbDUAhE275LqzUORMuUHw6kz3E5OEudLlkCEy4ua5SJuoEsHmGJB7J6ByJzEEvHoGmJiZUVjzWiFVHAkmmQpsDrZM5V6A1cYkHzzJ06aYuVSbPlKbqIUEAIM7BosEdaCwiC3F3nY3x6nnQt6Q6MI+9uVAaACRr20rSmY+ruxg8czJiJbxF81alrNhPZtnbfcNffPYGX/3yS3z9i8/w17tjXLpivxglYyIweT8AIqfekEYbj5yvPGKEBmXB1wWUF5tVRRWSFGwMyWXOgTwG46/NBbLnccLEHjHraG+e8dk//QX+6a//CY5v3uPlwxXojrdvn/CLN0/44749Yn8EzX4dOMAmTDdj7N93ToNKskmxbbB9Z+zfL3we50GAxxus8T6TEWRKsAwJskvGpL582zg+eqRk0zsNbk2Gmw51kzWFKkIgkYxjp0b/zuuBrTdcLjtj/+ZoG+V41spokFZi6cVAZb53zECv5lcwpj8S+spD7FWHvZoc9HJx9wWedMm4IQ+VcwbGCJx3xvACM2tdm2l6Q1Tspzliayx2zvPEeR7wRglQTfnp24ZN/7RGMDPmxDznyiFOSbscDdu+Y7/s7KQWkPhTfZlpAlaq0TER3nBOMnYhqXKs+EWWGwvv8p15DEZIcJIlpRMmeYyhmFqAzo2KupmrwAlAsjJ1nYMs1fJHKODcBNC2MsfW53iSVIBkvEcCTczYB1Ah82cE8gx5ShUYUkwYQNUNfbKSfi3M0KtQt3UE1dG4zNgFOJlAHHpD1t3TL1gB94/fB2wBUNXQXY1EgUZ8H18E6xBwU6hHNABpOM0wGovdYcWAD0QTC8GM0zebWPwl2bbX16PCGZKv98Y42mgsywI4afoq0PK8H3h5/4K2T/gYK/8LqCFLqhivP6amNOUDja0mrgFonPiXKbD15Y7Rdlgwjua4y5yW5xbzQa7HNAd6x4CkWdbg3QjOquBnfkHZV86B18azy8uDtCkgN9gceNMbfm7ANk9ck2PrzTocjt4JFG8IbGZIS4zuGMcATH5wyVhPTx82+jK1N6JAklzKCx4XqiXrNokVVSADj3glGsplppIPt/oz7vBT95eAelCSqmKnYi+MdU5gYiA1ArsaW2pW679Zc7LxFprQ09xgYaq5yBAvEDBTvOOS17nDYlKFU8BLwyJRzKqZMpccrgAffuNi54jI8GpDuEB4ToHDo2E2OZ3t9Ur/X3v9aBDldjuW3GBThw7q4iI5ZYSGXqVFhXSSECpWpnXsQBoSmw53GyfO82ReJkp0BWWCKES2ecjxf8vZvhYFR2w2lC7moSmshUcdYGbDiFBAZGzxZfIEFCrnWZKaAu9SwAlTuAQku2HXa2aicFq4vfqzB6REpLfDMGVc05Vwv1rwCn4jgJwptgZQExTKMDWVsLcyp9Vaqk+rLmok0Gauw0X58WL1PIAbrAheB0UTILJYJgKvQom0idofkyyMlH6Q5xZNgP7pLz7Dv/yv/wX6P//P4Nff4j/833bgoOEejhM1e90ywHF2WCyMGjcaL3ei6wCN7kKJtoLDGmlcJ2FUQUT9fCaTUWxN6GYF6RB7KbD3hnet4Qt34AS+nx0eiTzImDrPHW6Op40HlGcBVIZjBj5m4tTkF3dH2xk4bSY3Wd9g+xM6EntjMnIGwZ0ByXCqQNXttlrJCcw50BqL+u5G41MznF3jNKcYYoA6+Hxuc7IrvO0MWlN0796Ay6XhsrFDWCO/yAbh+lmdGd5mfq8IHOdUEpVrTRcj6PXOm6ExtCqsWLN2+ky8fm+EvJb4bKsIa/ou5omiDRqYHDWweOy9YetcC/eYeLkdOOaUu76vwrr3hsuFU4mapAxzqhh0wzgnTqHbvXFKR9EOsa70p/m63RX7u8M2FlrFSAGwtOamLoNBB1KqzgUAFf6IMt1Td94N4zgI1imzLXd2mpuFwBOyoCZACUaNtgVjTXWji8hsAJMEMM65xn+PYtIoppvVbxRYkTqw8eigWqpe59lEinggBzjme3tQe9kwlWeDkl0YTYpj34CTEgXfyj8D68yCgKUZ9IMwn4t5WAl3gsACZqCUTa/jP7RHrCQrBazoxTtcyWi9Mdb+zYQ0zVhdMgAow/M8aSRsMVbsTxm+rsTEWDD/0199hf/d//5f4/nLn6O//0v89X/zBNxfAG+I+yGpjq5KgJEqG66vYyA/viCLNRll6EjWGsGcuWRGFf/XtSqBTHNgc1ivYq1AQCbW+7bh7dbwhTlwBH44aaCdx4l5nRj7Du8dl8u2zhZ6PyWOSLwgMVrD5pxi1Z4ujP0R7P/1HbY/kULe2UU7ZyDPk3FP522YrzpBUATzkfNE23d4I/C8KUE9OXYNNmVgn4r9Ff8nE1ya4xvG7cQ8BrZu2J/EzvCK/UxEbUyeJ8pFqqPZdB4ftwNjTLTG+Gq9C+AWe5jJB6YmrYXieY1A9/Jc0doP7ek52VE2STuXsb48uJjlkInZBL7XlLlMw30euL7ccJ4n5eAll3P+3P60Y+ud7BzQFwZzwNxxjoExmLD35mhbV0G4kqKf7KtBE/DMMDFg2dAyyLpAAimJREAgmrrXC+x8gMIwkD6vfxLsatMc3gl8uS2mRVgjy2WyaDxDY1UByg2ddQRzWnsF5FACoCHdcAgIrFhXOb3iYt8691kE4lW8JHighq0YghPMy5sR7KnawtRubUaxgMsPbhWxtTfUmDQVcgZgFRSv7hNQoDceeTuPHR0VButVXEOGmLIV8Cqc1WjIqjH4HjMT74/AJyPog6kpd8Z8NbParGIMeV13AMFzPV11hzcgDqyn3YEU6yEaQescA7lfgHkiR0O8XNFhaJvDrMPECkGSTTfn5OTOAXm8GGPDApd4fwr0YoM7gPOKeaU/iW+bmIrxqHEUm9rGvAMlsZ1l4Mo8wizWFLjM81UiQBbITOA8S4aZXEzjpOcSAm83wxdbx/vrHd9HYPoUO8qxdxXdBmRr8ugZWH5oWr+OidY2rkvjmkvlyOmNkhPF0yWx4qgO1j6+sgLJ+R/1EZclzwcqlKgKoGm7rsKMzPoiG8hrsWvBRRiQJA9UgzNlSsomj5j6aUU0VKMlUebfZoZUd57NfO1nQkFL7hOq5Fz5WsJkSZGrRoWJxCApW3k11vAMEgL8UUeC5zB6W0azMSfJsHV/fiSC/uM9Uebg5A/dj3NSSpIZgDtmdSWUwJi+hCnK1IFaXQUHx4r1fYM1Zwf5XtN+KtGrAuwVqroSdgEcAgqgxVDJ1CMmFZ1HXQ8d+iMVuSJp8OwP9KpiWULjaCt5XoUi9M6PiTRuIkxZvYfDTVRzoeghrX2NO24bUXS8CraLrmivPgNW7Fjkq2thgJXjdm0QsYRcdPRm4NZ6NDrJxtGmLfYCtJFaOKYVLYvfX2FfdFxDhPP+GUGcQo2rm2ruYj44/M0F8dU7fErHb7+9YToR4HSZN346+Ry8LxQoRSNMAVSIKcCGnWx+Vf5dhP4sCcTAfI1eRCaG/tebLZAGSdp5nnT53iLw1i/46mnDl88X7GY4v/6A2/UGixOJwPUI/JCBExrfXYleMkm4gxIvc6Kk3Yi+GwBrDdvzM7Z3b+DjxO5MHj6cJ+5zYvS+vLRK92uZHFcsmiuBq46Z1KA2GRQew3FGrfKQjICu4gbKoMI6onW4DZwaj9x7Q28dXVMITElrGiVAaZq2pRnyQ/TGy9bRMNi5G6TloZOi2LWH6tTPCJzniQRHXmMGwkN4j6iBdQgq+DVnR4CjZxvOycTJdQgBKsqNiXRrDa03xCBtc47X05seATWMQFXDq4MnCVKOOXE/KQe5dCbbaY4jynDqp51I58mOvRu9CuaYa0oWQAljMDtjYquCvyaDpCZMFYhiIMDannbYaDiPA+fV8RgdDxaGQrmFqXBCDHLV2WjVpcZDV4uHRNGgzp1ABexMrMYcKMSxvLxeUdwWuBFQgqBz54FUPKjULrCPJDoCoS0IptBAlzlgTTsJpCaGVPe0GISMXSbvK4D38fVkqKxkJWrq1oMqT0DIUZONXDrUWWZ6qYTdil0DPG4UP9GhhE03Ya6uDfeadcMMTrcjgZM3LMZc4Blli07z6y/eYbx7h28i8dfffsJsjWOFXZ3l+52/I9lL6iKKfYrUmpkCzuWjw3sh8OSsZ8npBGgNNgBYqokB2KaZn2LMRUyyU8ZEbw1veseX797g83dvsLlh/OF73F8+AjEY++9XvD9OslCchU1MFh3hhvsMDIEEzSkftAKVWkN/8wb988/g54G9GWIc+HieZIXA5EEjcCdY2PS+Lc+y8iyYAPbuHInsDhyOMcX6UjEUY67C8nY/MfuB7BsLwMHY3zYarPbLxmlayQR6CvwyJai9NYQFxqDmf79wrZ9iB4XiKNklolrDVrF33g6aOJrBcgogNOAcjz2NAgLl/9Y3Jthbx6mfY5LPhZ6Vv/QmI+uGOAd9Xk5JfuU5VuM2wx3TmQtZY/lvwfxljBPHwZxi3zb0bUOa4xwL+v2xYfIf5atAYJbIMvz3DSW5I1jrKJkAQ2RDzEGWlfFer6kdpil7Vs/fANPPyWSyeXEJFV/Agg9qxpgZshliMEafESwCgfUbKB8XYDX1Hsw87qs/m7rngFvjeUD6A3N6xWiDUeormU1y3B8yTSb9ThJFq2KPrHtk7RHg9RSfx6rKdT0EJaqD/mdH0vqXKoCraz/xWKMJMcWhc8AoeC1MpArkpPoHeR6YbiteSGVO4CRlpWBkY5QPJkzS0jTm6eUzYkkg5DwRGJimMyYGTWfnJNlxcogEzg7f32C7bGiXC2y78DtE4Lzdcb9esabVDaOMrJIBxXvTxdTJPyMR95vIIcVeA+CSBoF13tY7rJNhPNTETTErOaGIBqppE+gbME/+vtOcmvYAlCIlxBiyjm5G4+p9w2Xf8OWciJeB7yZwGJ/Q5omnOdAtcJcnkEPAoUZwwyZmbpijGsZq5gkErFi9gDH+oTxHsfKSR0FoqlVCS12NIz6g2rr0AFnNaOVaqiP/jB2smt6T9TNrwiQ7V01JrH0DAmCq293JDK4m1evYvnZ8htaUAHc1CVKNM0tJqJvpZwU9LRaK1qfAX1ONS5YM9xhnJXDST7G54K4YQuCo/ci8/0eDKHt/UNHGDB78kYtOX2PPHtyxB+WsQI3y0+iicvbe4d7QGtBaR+sOP/V1hTwWqNBMc6pTyG/dHNF+gIf53kyxwvDQR3ank7RZYPoQW+QVhVBypLrOoqGa87YuuqoVmlefL2AjSNUqX5hmSfqX9F/I5BQ3ezBJTAV5KtkuEMEN6JIzLW0napRUojqsHIOlz8ui27sOKS5CFpyxkB+ubVLQqtFSTUnAiDAn7+nDfLVyaW4oUnMZD0vyE3Xf6hJhGEh88/4K/3e/x4f7H/D1X/8WtzMkL9LqmINvvtUDE5hlJEdCybuVRjEFRkHsplmbiJuXHUuwizrVNZaHR5lnlRkfGg/N3js7bduGaI7tqWOLQHri5SAl72UOvNwPpAPdCW5Me8xqj3FibBvMO7wLsEsHJkenPX/+Gd599SXOH75HzhMf7xPfj8AHc5xtQ8YkCGFGSrr3lQhG0Oskx0QfEz0CNic2c1x6x9g6rsexdPNzBq4j8GkGrvcD12k4jdIXsgAYnA4luzuALsTeM9FNAKXWT+REBbh0R98a8gzcB0cztxkKcDQebM2W6dQuV/tqQEYERrJXEZPsDzdH2xq21tc1jgZkToyi7HvDYqO4AD0t6JHA/Zy4qZu4NVssMEpIHOcZ8E46oUmqQcZX4uV+Ys6Jp8uOtsvLoDKdhT7+dF/bxilZdHAPjHPC52TX1n2ZRj4CieJdpthM8vcAgYdu6va2rme/ofeGMVzGyAMPq7QHsw3qzLlimLmLPSWWkzfMmdBcL7jo3L05fNtgqYJwyHxagH5rbSUVRWvOTFgrdoM2SiUXpuRNCYzy6seZ0CBKe8ACmGHIGFgF5gyxOjXRYAYKe6ypFjDK6qD4DyhZkqQWzblJYUxk0h6GnkWx1x0EuGfq3BTVDCuGAqvoMG+o8eormBsUQzk9C3MCMdbzDtRowPVpmJn49odP+He//SM+3oFv/+o3OMaQF4AaHSfHKtq+K/a/Mvd1xf6tMRGvxL/iUJKJUukGv7MKgkjkIR+NjVNrctZYRsJs1h2OHdtlh+87ctuQW8f2fMGOxIsFXo4D0wzXY+L63UfkyYkhnJoASQposDyVhHnnPxAQ7n3D85ef480vfobx7beIceJ2Trw/Bj4FMLwDeRI8NmDGFENLI5yh7uM50I+B/kQG6GaOfe+47BtutwNDEuk5B27noLnq9YZbAMPEkplTPikllUrkZujKy1y5maugZOKNh+yt0yi33e8YJ/eIm3OvaRpfTQG0DESlJ68aAZhV7E2ck1Lo1ht6J6vEYmJ2ABkEazMesR9M9F1rMc0x0nA/B0Hw7uid01CgonlG4jwH2ikz5wgVFQQJX24HYkxcnp/I9pHUFpWE/7QxFApU8nwYOTrZfJgBEwPUxPngkdmQ9d8R1f8mM1oNR7haPAY13gh6pBnSxSRwQ6/nrhRApRKgorkaTDWNQ8GV5NJiRKpWjCwWDPN5V8PV7VUOPoMyBNLdV+M1k+devDrHmlgAkSIBj4Q5MCzRrTpiXD8hdvIaZbvyen6jmqRTfiiClvg9FYbJln+NpKjGrJhotuSnBfjzTFMtpuJ3nSVlTKpmatW9KQYlDIy/KkCbSktEakCCHrg7eOLGam4NsFnV3GF9h58cL8/8YQB56lxP7E8XvP38Czy9fYM0x/048enjR+ZtCMwQM06sQT5Qsv5TkqECn2NOythbozRdoFhofbgL5OiObJ3SHYC5iphzPNsDmXwfsm9k9ypwtiRb9blzDGAa9u2CC2R66h0NwGeWiNuJ+waYdWxueMpAF+jvAKLRHiJSksJ85ATVnIGT61fVbsaEZZnoczHUZFueodwnfH4heS8oD4LGXQskyFZvyjVTo4AhCZdzjrDWRdL0uXHSYdX0EcCZyq8FQJTSwQz0CsvXMlPW3EWWELzHda28OwUEJTjIxZNrwexx9ov/yDPFTDYSbEal+QIO60wwENBhSWGUgo5Qjip/JQF2P7Z5+qNBlN6aGCX8kh1A7/QOKN0YRz1hUXoNeBXc4iEDqc6f0fOhdJEOQ9safDhGzGXCAxck03TAq7vRO7vxNgzHCNFOTcwVghqtFoUz6VyLRP68lSwSIxDdIx7+DmUw9HqiT8WPGqNkkdjWacvkdA1LMyA1zm2apnepwITx5yYeFPYK+lAXPQukqc30Cl1vZiuprOKFn+crYJYumz5TCkJrgdgDhVPRUwAR4PBa9AndJwFA+p6LCuairqvjqbdDJPDpwwvyr/4jXj7e8PLttxi3O3XwMxBT05kqWFeQVKFRX7QCAifw0GekEum1gwAd0ryOUCfbmnM+fRJ4gKRbbg12obTj0gC0DUcartcB94Gn5mgecOPo6j4GfhYTN3McroPNHJ4nOxeTZlXTOZoYrvsDFnDPX3yGdz//HJ+uH/Hxm094/91HfJiB4+kJ0RrmMTj5oDcGU5sYIQ1fBFrreGoNOAfu90lamgd6a+hPPKjKKC/GRIyBNhMbaUJoQfPUTYd5jfeMc2B4g++O3VwyIaz9uUbm4XEYz0ycEbgdJ0Ya9i3xZAbfWJykAnRzyjaW1ArsWh+RSB8wc7QW2FrDkztaN9Kz50BOvY9xL885Vkxp1tQOYQcbkbCgKVU418sMUr9zguyImGThWEPbNDYXZNjEPNGsPRgJBZTqNqzM4yf62nYaXs4EMBObutl92xT7E6ubKN03AJSvFLL8UEI6eibL1SEBeIt775xiczIQun4GKWd1gbjNCYxUkTkmRx6W31OIsQHnz0BU1Oqcmjd5bTwOSdPEF8tAFOEh/vxwzwpsmQ9PlsmhhJVUFdgo5FvZP4HYiKBGWGfHNF/7kJOvdD1LTmEPhkqBOQWqyzeEknRdn6uYkN8AItf5Wetap9qKt5kPQ7UFEKXBETqzJdmdr2J/kSedyV2xAnOKnaD78+n9R+R//1d4+XDFyx//hPHphjhpykr2SrIQswLJwDPmFf+fHe9cY4yzkqtXfgGJfKy7mcgxRdXl2FwYEKYJHGaUoFw2NCcQYW3DMRPXlwPeBy6by4yPyWyfJ75shvt0HFq/BmqsjYgAn6VrDbjDnEmu7RuefvYl3v3q53j5+AEf33/E+z99h4+3O86+8/yPxHbpnOYzAwHKXOcMzDnRvOOpU/563A7uNaeHyfb0hONg7J/yycn7gTYm+kzYMdDOgW1XvmROZkvQcHc2xX41tjiSvvZCStL1WP8pieb9dmDCsO3A05PBfCc47Yr9SWPbqXUDM+SYOI7BnzFH6wN72+BPF7TdsPUNcVIuFFoPHGU6Rdgi8Ejpnkyf1VBg7K/pkJQFEcyhdOc4DsAdrdNHA8a4keexTHfLi4ZHnZpSq2D8ib6SAEfMYMyJyfuldV/jU5dTakzmRTYxmxgIOWQgzKLPAkDLpTQky1m5edKHpNW9t4aW9JXLdBWBKr485WnCtTmUdbcZC+hg5vEA3wEsEK3ACkry/eH9MAWygU0lE84TkzHOdJ5ULr0YM6nufAEYBcJNGeYXw8bYJASUo+saeXo8wPIF4Nef6drtgSjxuzuAdNXBuq/qIj+YLSqIrTIxLIuAagwL30ZNMTEQGErw2VFhoOIZUBzU9CE4zBrx9Sg1QAgA14jdmRobDGQMeCb2reGzz9/g8y+/AFrHy23AWuP44/MkA8VP3nPjVJUAx2CbF3CULPAl0805kGOwiVJnNQy9dVw0AKW8/nIEJwcFGY9siLBR7A2AdcQQY0d+a3MMlES91nDrDZfmeNsbniQHn9uOdhx46g3hBA46DG9t4jkC75PMEwuuFfaTJ7bdBUBo9UaBfQKxdI4VOpgOMr8Ua13XTtaR6jwI7Iqqp7FAyjIxzsrH5hBYYY9JopLSxWQOkpMA930SDJ/B67E5CBi2vthXJZ2jbyEwTTIqGDxqEIWARWhvyOcLCVhSPtpbV2wGavxz+ad6Mj5ZxRjkqhMSgl4zHiBiBGaTpKeAVTF+Uhr0H2uF+KNBFHfHMKAckjl+taP3jReaVcTqItfi5qF7xuSUhzGALi1ucBEfY1ATi5IFcCwS97Q9kqZ67zTM5HSEoiuZCkP6hJB+xC4huxE2KVXgeLOG3pSkIHHOSVM1hQ7INJbJJjfu/7yQ0rpiUhf56vIkNzL+e8OjEGMX3DAnq3D6PQDFbZ0RK6hZASbrfyvYY92HkhEtUAMEjYTwLKBhJfW6vgI62Hlcab8+5hUw8Sr/dmPHv8bYIrl5Mx3TGoa8YlYBM+nS/unDR9x/+/eY1zvGDx8Q1wM5Tn5eaeKLln8MwMZDzuQlv2GgI0ij/0bR6lQAGGl9SNKhp3j2uVM3HlOO0KxAAOnXuzpo1Pw1hHdKbO4DcR+YMlIDEm8BfAHDt5acqAMG8qetYbsbjZdmcMybAB20DXa5IC9PONFwXg9cP77g4/WKT/uOe9sIKlQXuDk8HT6ryJnAdPRnR790zAycmsaTmXjad7TGMby34yTGNA70DHz+tNELoDW0y0bAwZ1U+EW/rWk8NB1bQFQ+mGOJV03vCIxz4DhOjr4ETaHPnkxevC1T17QCU41MmsQjgU8Wgm2XLEd6aggYDO0p4q/FCoNiDf+iaLO1ZLfe+exv6otoD5RfhyVDd+0BS6AnsKvD3uuZrUiNldj8pF9OxkRO7s3WnH4K20agpMCJV50yJm7AUMd5DBZ31js7REFT3/M46U9gJs8Eo38RgMohE1pHAnFnyjzZCnz15angTnZMFkgYZGbBJ9Io/6pRp5GJMQcatj+TInAS1EML/Gfgtc45M2hCiK94aq8SVB7+r2Kp4s3cJqKS+5AJW13jpMznVaQmSCJTvMqjCwv38iUAo/9rEBpgE6FMG+sr/L/Gfuga88++J/CK8al7npMSvpxKQM2RFfuDkpByto8x8PLdDzj++jeYtxvm998hrjfk/eDvlg69EwSN24E12QWgVjmBBL1DStLCrcm4mEpmoTHRpiQpSeUE9g0pUDZUZIuSCt93jbKn+ahtG6J13M8T40apUcyBlNfOc3N81ju+3xsGDHmysHjad/Rx57SX0xD9RF5vfEbbBfb0jHx6xgnHcbvj9v4DPn34iBdzHOYYQ4WZM057d9gppkUEcA70t2/Qni6IDIz7gfKYuzw9ockw9XYcPOfGgW6J7c0F7/YG8472vPN8bM7GhdaIrzU4EdlRZsuMuSGEjv4PAGP/eZ44rnfM+w1pDdMM577BZ8A64KJLp/YmKi8TYF9T1srE3VtjYVdr1/zPmzHyt/J8gCZQkiy1EwuCfYMZMF9snVtE0Bk3rCjlr7ThHUB25QFeZvHcB4oGsJ949Od4XvDwzUkGRhXXrUCRJBAroAQINjOSks8J7usq7PioX1Pnk3HUlOurS8+7n5AtnIpQsWPpdMJiE1BCnogYC0DZaow7Sv4C1GnO75BwOBsoBshTFDWhJqZMjFlqrmtoYnEvVmSvOMz3jtSfy63iz1aR8ldOmON5kl5EAFugUq2/BWwbmTTx+AoLBAnk+m6pvyAYuu4gHnIrQko0LNVUJNf0TT5oeCSnggHLpwwis+frGiRLSmiyDUiMxic6kWS99Q6MIaRnAtnJylThCmtA2+DPb3B5esKbdxNPLZD3F9yuV5zN4KGmAhITmgbnwDJFV+HPRqnAnkh40x7XWu2bRrx7wznJ2osxGZ/OSfCldZg9PG/GSTZ0yKz7vNNXMGPqihTPbKDlBsyB4wicbzeM7cTRNkQ/MNFwwPEM4NmBdzHw9eg4G+jVdTC+ekxYUJ0B23ibJOmZ2jGrjz8D3hmDR9BLhsbgBoQ8U7LJkyqXn5Srzm5qFGTSGDoWiNQWc8eigAeXz1Uov+PwhzPKQzG1DZviwKqmAZP8BkG/uQiB9Ny3Bogpy5ieBYB71UXV8MxXoIwm0hoB3iy2ZNLv1IxGoh38fSRzrjnlyWL0QqnWkMvHJ2snP77CP/j60SDKzAdi5ZLG9N61MDlakV8cjyIo2IEcc+AcQ/TmWKh1RGLkxHnOhaLVqMOm5MpATXuYdFcpM1WX8Vhj8dVbw1nX6OpcSttXiJVFwFtHbw5Dx/DguM05OeJLjc/Q5qxxnSyIi27HRE5LBqhDQAZoHP/6qggFJTbmNAQyS9xjchpPhGjnWDTYTCwTtgzIWFHFXBV5RbXSq/7M8ShC18vqHnCJCM/hwcRMWKyt+q0CbYTAm8M9tFEqmBczBSqyDScCx5TprCUQHP81rzeYfYccB3D9SE1tTOCcqCkAmYm83/i8Xdr41oGmyD0Y5KLlo1sEdjKLMGpIRBJIMTdk02SlfUNItzrPudaeeWLbObkFZ1JnLtNM23fk9cD4NAgYvWm49A0+J66ZeB/ArdFvII6JCxqe5pTBH5CTruDYdrTtgv2zz/Dm7TNaBuZx4BgnPrnjpW84rWGmWt9Wo6TtQbeHisve1aHlWoPAiERq0sKG8xy4Xg+c54EG4LJtnBLRqOWkKzm0L+cq/LhlJmI2HD4JQrqmS+UDdJiROMaJ46CePwLozbA5Ht34rHXF7kAapWMu8K0674iEdUdrZLkVimzm8hniM+WBwYK5vju7Ks4GvDH4NidgRfJBQ4wTkTIwXdvBls65uwMdyO6YqY2vAFCGoMWoaFbJ2E/zVUyJMuqi9PI1iPL/LvbTwHUEp2bMcyj2U8VNDS29VWokJte6/DxmKEGDwFldg4FO/B4cuejs+tDrgkWSr+RZzCmZZVpzyhouG8ZwjOPEHIE5GPvpq6KEOQvEEFgDoKJ+SRtN74+QGbIkeFWEpotO6gRq2bCdZB3OQBfTitebyKnC0OqeKvanaWIFXiXQitaKyV6dXqwov/5N2/HVz+u6y/h2vfEDQOHPOsxCzKEqEB7GpZakcI9MnHNgxkSfAMKBcyA+vWD2b5DHHfnxIxsocwIypyUoC+DTlTGtySy8d2CTXnlM5O3OP+uOReefMgguWnK1UR3IrdEU72lXfh2Yhz5bBfL2RKNWjIC1TbG/wZ4uyJcb5u1OKcnbHbt3uJ+4e+JDOu6ipUcEtn3HJZM08mnA9Uop8r7DLw37F5/jzbu36BGI2x3HceAlgWvrGOaYMQSKySPKjN19EIT2RjPnFVODHmAZZFe2bcPl+YLzPHH7dMV53NEA7PsFtu00SO0bappEKicrIDqSDaaYQf8pbzTubo2MHu3/iMBxnDhud5z3AxGcMNhdVOtXGB+7peq8Rz6Ywa9YTa03ygFbow+LOp/FJqOvEq+xzoIqIGKSdg1jLtrcgH5hB1TxKFSIL739Ah4F2qMDp2POxotvXYU8p6yY7pdXI+en+jKoCAkUzR0aA78kFlsX87Zo1sVYVbcZKs4iKQ1YZUesyW4Lu10gKXAiYGjLT6VGmC+BbdJzEEuawCZqTjX4gPX8U0VUsarK62SFDoG/JU83yVANjH1jyCwcMpdNjQ63RrlzLAjjkUfr60gIiqacojr6TYyBxdaPys//XO6zZJmWKDv1qi9I9HwNjNuS31UzA6D8/vGKJata7F7dg5ixRs8TNBGjuj1OiMW8AZn1JZ223gDvyKYR6emcnLfvD9/CmDT9ngPjHJjnwIjAbSQSG6Jf8KHdMfsFT89POG83AeixQPM1tUgNlHSdHVJClJdWNMYgb75MWMMdcw7mHkNAynnS3BgBzIHuG8wa5nlinGS1pDkwBiKMY32VJ0YS4HCnJ84PMNhxwDagvd3x6ThwjQuuZ2A/A2+2xKUFPreGS544a3KVNVieArQTCTI5eM5xfdgob5P5WFfD0LoAbp2pzYDNGiVVxXiC4qQWD73Zau2o9lae3wUAeoINikxEDt7TOSnLSoJwNgY285VzJWyZjr8KIWI3NbHXyOIvqXyCjNyUBJk/7/IcY86Yki6ZY4EnrkZDWsAUa6wiRII7TqBSWi51Q29t+anmUEPICTy61vz8T5By/ngQZRJ97SZndI11hBk7KDqYExB4wa5vZmDMSd2YtFBEyiD/DTD4VrdN6K2bVHjqZDd3NMliqls4EHCbaFuNt1TCnVia+tdszHUoNz7QgMGnEngl9y6ImWCpKJ140O0WeKEgRLdqGe7U76/rYNhJVFHIYrgNFg6eFbzYEuwraWeASIL/BEgEtJhVgvzqO4Eatyq6V1qsTiix56LYPUIgTZQEB+nzWKcaMh7ouTAVjtg2aGMKSFGIn0gcMTEG72uY3O/HgTxeEMdJKvcqEoSrdpql5u0OO4Pa6t6AzuBkBk5/OO6wbac2vjNgpo36eGTy+U2ngejMmmk+EDOXSVMdkhmJ80i0RvPUGoHNvcdkul+vpOvvDd0D4c/AmfgwgRdQGrT3hrfbE7YfvlVnT5tV5qn96Qlvfv4FLm+ecP7wHvN2w8jA3R3TOw1PkzK05k2HTwU+dt0iNHoXrFS31tA7uzBzTpy+IWss6HlgjqGiqvP0czmgOxMQExpcWsTMwAi5lAuEy9YxOw/SOSfGJCJ/HmQPxAz6Gm0bWtcY4eY0bKqCTwBiyny4tYSFUdLWqHlu3nQP1I3RvvLFkKoECiuJgTk6JhP91D40w7ZvgAEfAJxjAs2wmUxqzdZI5Jpcxf/VOhYjyVYRnTTIMMoYf8qvOebqNrXWNb1iW93zmuD1kHwtYjHGYJKCORnnJccrx1UbAxgnlvmrObw1lKmsCfRqCISVr1FinJR3NXWXalrcOoNc5tnFjIhA96TEIzZ+nmQfMQawb3AjQ6XYIUtzr+/1SI9tMa0ALO8IKg4e9OmSTBZzxct76TjRItZ+hnTWtesXgC7QtBiH3kpDLGx8vT+ZC1HgX74Cy63ctIqZqD8r3T6KQcRnss6HV1VN0eFTRShSzBkGK4xMHEqIOVqSXT2MA3n7RFbHcfC9i0lmALbOJOjlynXQOLUIcyCHiqv7wU4mAGBDbuB7eID0El5HOum5cBoGzswlG53nhA3Rdp3P5TwGvAGbDFFtguB/b7DnC9reYCPR9o7mQDQH7oNJ8eBIyq03vH33Gfr779AiCfgcgwQIAO3pgudf/Az7u2ec336Heb1hjoEjAwFHgL457qZYljLQhFCEUDcca01vGz1EGPsD1jqiU243bjfM86QnC5iXWesLoOCjbzArP5sHCyrnQJ6P2B9qGs05CTbOwHmcGFeyblrraPsFbd8IqPa2upuA9PlOf7bEpKza6J5hjVNwKKnkn7VMAhguCnmVf5IjTDUNUFIPCByUvGq7XNjlBHCenKwhBTo4VrNh22jWa43g5mDIYJ7RO7OkkrbNoYLw/+vw+f/Tr1wGrWyUVqcYmZpg5Molip1W69dhYwhYwYrlMjJYAEXx5qvQSiGrWSwKGgmunCizYhRlPawfJmDMBcaklsWDo1mrSQlwbXRzlE8IKufIICMFnAiUmByYAFOIiZXbe5dEFYEad/8othZkDYM8XYwF50zVA1b5dGJaIEMeG/bI6qugrVuJega6fa9b5AUoOAjAZjH4FdLru0cxSky+iZYLWKzrdoCjoZes7TERp06/QC5asqmBwNHEZInQHNqQ02DhwKUhr3dKSOTfmIrJ4zhxP098uh7YbgPvvujY94556XjpXSwFQ54E7pmsPRqOdenld8hOL0G+mt45BEqbmqdZMv+ZXJ+VU2YgJ9AvjrY3+lzdT+RxqO6rBukJoMBl7QPj6XoA+DAC83ZivL/j0g3z6RmfRuCHTzfs1vAWiWdLfG4Tb3LiU1IS1xKIkSjfE7dEV7y8q/HSXEQCnf2lWogkGP2cj3XajCBft87G1coXlAmEZvm8/rMZygXkxyZGSxgwks2SycUEwGEx0VuHN5e1BJbcurYCa2iyEpdKQYuTZ0SHBcdHL0TTlMdF1adqTCEokQXrdap+U7mJ2MOmdVlny5isR7Vf3GswiFg4qrEJXFIunnPUHflRrx8NohiSmllNBXFnV6iMXUzFElcqg+8hhkeoA2UKwjR0Ed0zqXfsbrAgK4K2Q+xgQ+/NAOKiqDlmBmYMzNBmNT7AGqWMrKkMuvpK9HUgAComnYyJoge5GTYTYil5TavO+GIHqPNa0hwAqncRkQvA4a1IIX9YNEZvXZ+Z0hXqUBE6Xr/OoM8LpReMozqlZXD1iKepZ5H1CPS911WgPsnW37flf1GmRExwVRzgVRFhpEA6VzNKKkUqJzAycAS9bGKq6D1OnPc778eYmjnfkE0AUcYadYwI5HHnjHPbACRiCL2ZZJ3kcSKfjO7wzYFB+nJGFTW81khoVNp4tAHqoK/OBBItJxyO7bKTnTQTOQJxTLKbnnb47UQcE9Mdz283/CqA8+Md9+PAd93ws8/f4F/88pf4mz/9VjIZV6fhhMeO/nTB0xdvcd7v+OEP3+J+veN+Bg7nxJyZwDkGxym7rSdZ/0BrNuQe7vJNab2pa0ZN/dTao8RpIMwxMrGJpdWWCZy8SxA4B48Di8DmjhapQpdhxyZwaIoEJ3ExUCGCAbo7eqesb2ua/+6vSk51vZsS3xmJ0aa8H0zGpIZuhm5KeAVIjmDnR/g4hu7BBAMeneGp6y9K35N3eON6jBnYNk1qMlehwuSAo7iZvMQInDOxd9EXVShGVqLHbthP+WWRaN3QZARO8y1TMf7IZlbXD0FK6zkw7wdSE6FWF7g1drsSMhCUN4gBJxjn0crDRBHI6EGRpkRiTvhklx56trOA2aBZMZpS2kjQqDrFahZo+ir2AybTWxrRTaPUkNN7bHnoADzbJkAWAaBKTLRWf3D6KvYn+D28JD3nKSaGvypuSQ0s6NpMpDu4Cr9iSSn5yFfAvgL6w/CuzoDqKNrjh/TzhrYSZD4IFSchcIhIK388s/gf6wy1GUgBY5Ec2TsGmQyRA+N2wK5XnsljMLnfG2Tzr9jvwHESUL/f+ExsB2xDvNx4aSXZjIPr4rItll5o8tC6d+rwjuPEvB9sGVuyk4VYvjcZCR80Nd2enynllV4/biclYc9P8Nudkk43PH3+Br+cwPndB9w+Dfzgjp998Q7/7F/9Gn/7+79FDNoZRybsvMMuG/qbZzz97HOc1xve//2fcHy64jgHTu80MU+BgTMRzR/MTHvIrxApplZqrC+bVyv2T047izkRx6nY3zGQBJBlsqhjm3YisRHcBGAxGbtnwDwAowGrDXBKxv3ObmyE9OOM/b53tJ3X0zVcwFq1m1LMwklCaRq7vhsZwmYa892cTBZFWMOD8TjVuUnX+SaquVmoKzwR95OFxUhc3nZO5AjKhranJzRNwGpu9EGBPQAA44j7cyY9CMwWA4D4bsIs1gSqn+qLYKsh12w7NeyM9z0bJZQ1Un1JqWawuToNbkHZtD9AYZ6sLHbWZ5W/yfLCAmCUGnQ1IdMq5nU1zhirlqRF58WMhM+EtVeyT8nsTehB5iOmBUqCQylPMRzvc9KfUbVLGGXtwKNzD6jUE3g9AWyeNJk2Q5foiI3WV03OYjtVDm6PuoWxuM6OFLP+wTEsJrkbJK9kTmfBaYtQw+ycud63mC5ojzqtWq8OJ1icc3G7dRLBgPXMLebKoQ2Ad0ejGzv3W2uItiEmMIzDD6zLGLbzma7R9CMwXu7I24m9O/bnC/q2oV+e4PsO8w1rzDiR1P/ZWjG0XcYNMRkfnAbyOQ6coHdUMdtszoc3TpIBA9UwCfpYTRjmEcgzECfzCS4xX9YBqTgSkYAFNgBP+wXPzfHUO7oF4uNH5PMF/+yf/wyIN/i3//6K74+BD2H4mU2864Ev7MDXsSHQ0TcHsoktZSQItC7JsZiDJqkRVO2Zo2nymhmQvWP1RlRrmtl6n4Bpes5jrZJVSonOeu46LJZXjqYrztXMMABDJILUPanhMlhAXRnDFmvWva2fh9i9hgS8P0BYff+qbQ2+9rm9qhEAninVjym5IJLMHRNQudgphlXfI7F82MywaJQl7alGT/zI0P+jQZTavUwGXbQx/tmffVbSrPGcgeMcGCc7CN3sMaLIXLIXanSru5hJc5feDCMf5qxFY0t1kdLAjvbUApN5TqIQ3AJfbAECujQhY+D1h6noHYtN4iBYsXVHZhn/GWqcFF9NXiaTHbAMyDUAQpCwvCUqaK7ICdHGFUy4nnh9VX3WdULAi+u+KxGOAnL0O8lbhFagEx4JfF10fXx19d0gI816j8eizxlLxmQClwoIqrKWLsgpn5GEpWNYYiipDhjmccJeXrQh9SWNmrnclZaPgdqGqHFjdx5+ec5lkpg6NEpqUUIedq90E3gUIjOYTL8cwBaUtKwCX8BSaFPtG3zbdfMHv10EbNvYkTQgTzJcYuv48u0zDImXb2+4D0NuDc//4heI/2uNrp5oCXqyAIjuuN0HPvzpa1x/+wfEeeDsDd45CSDOgeMc6ELheiNyfiYlAqbDNM4TebmQgdLp4bH1ju4NCcNNTzkicUzqkHub7ERaIbAKv9Z4XbeBcw7eB+RDIldgp7GAnoOeFqUzjvRVAG+iZcO5l1wShQQLXv68iuAxALQlDUyAXfj26JSWVIyHVOCYgXOwUHLTYQjAg2a55cVZPkKtOTYX4OfU10cTRdEee/iMiZcx8fGgHZ0LHC4WAKxQdXZNf8ovxnkxKvxhAv0oyyswmjxQSP2f5wkbAx35ChQR9dMbGQfQxKygg3w3w3CtMdEvXQBpKqmGDE/nDAKfFcNUSGNNasGruNBegdZkIKWX/8JDsubuKjpLtqKYYY+ksiiPqdGPTb9rMmHkfQJZisCKw5QpUqaSaiqYDvC6jyQvMvY7JOXzknEypZ1G3Ke6vhaAN5WvVsqWXE/lAWryv12AEVkZuq8KsCxijN87l3hmyTGyZLFQp1SH0AwmWdkapw3cbxgfP7I4LsM2yQDyic8wa0x2psykebV2cgQxTaIhuam+i5KtsHx4KDAzXwl6HAPj4w3YJ/xpX742LJiYYLkb2tMFtmu05qTMNCOBS4O9feb9OiemObJt+Pyrd7BM3G5XHDExP3/G03/1zxH/zX9Lqco5pMfm943WcL2dmH/8Ade//XvEccfZKCfz3hG3A+f9QEuOTm2dssuh/VBJbhwH8PyEtj2x67fRA6t1ynwOPYhI6tQDQBuT7AozMT/6Ok9ia7i9HBhzrETWLBFzkPqeSflyTMz7iXkcBHDckY0MmiYWYtfZmu5o5pVXA5YySXed/5MdUXc8JLW+zmY2ICsWTERMHCNwjkkPJUCmnWQPtzlpup5ijJnL2wRwkAVTxLcqglRf45wT13Pg032A9HNfZqFkGUxOS2r//9gfWfFRQIoZkCfM2IEmYJKk1LtpgmbF+0R6LPZPTY9hI/sBNQNVqqf+TX9n0Jrln7qABOYJQbm2roxhPvEwyeZ7N8ku1/up0191y137ZgfZLAHDGKl4r+x9yT3FBBwE5M8A3AcbiaCsxRIaP8vr6Q1ooAbBYDyvBPpCRStegTlVx6SC7/LgAnQG83sxZ1f8E+uCOTm3WBlDw7QhJTdiTHmcDSICUb5gmqqo302YPFtUi+nPeC65xh5z/yWcOdm+wQSaT+Mkvpw8N2aStYohOf95AvNEx8Tbpw2fvbnAWsP9suPpsmPrrsYNYxNW0+NRA5CEJOmnmsFkJTlwEhhedV3UrWCNMufERLK5S3SJOcFM5HFDNS2saSqOyydnkBkeCPS24Y053rrjTXNcmmHvjjZOnNfA370MXLvhO2+4bo7vEfhVDHzWEr/oiT8cEz9EwPuO7cKcZ4Ams2eeAEqSI9/AaipJUpvxkC9zLHC8YoXLIB7AwwJAjZXmMrhXqzBiySQZqxsyB2piUEA5zNqrLuZKW/UFgbbGhlWBoMl9s9ixnq9YUZVfxGITzVILuL4PBmBt5VZwAqZlJ9EEsmVKretYLBMCkmqeWZM5cTX7UqxDoKZjadysam0sL7B/6PXjQRSIho9YLrZNN++1B8hA4C7fhDGYWDXwQO2tOrpyko6JcwyMScmPKZHojfMMx2zsUiU9UQpxKIaJO7AZWSyZwIA6yCrEzF8juI9+XLV5ihZaRV0Fa0pWmDSMCjzJBIydU/6ke8K6M+jqPQrlXUevFl49qPKOiUr6oYsS+laZrmX1E1eaQx+VwpWqKxm1sYLou6jdDDRC8FChuShXD5SSa604J4Fysi7LExgWmFX3tt6kTS7Y2RhEZ5LyFSt4D+B6Z2ehNUCmxDrNOIp40PSt/pgQdi4Kd6I9KoAOZNNhE49DB1lUbV/3q0A+E2BkvWsMNJ3STX4Z+7ah94683jkJoJV2tg7ujvbEtX2YId7u+Mre4tff/oD7GfibP37Af/dv/wAcJ54XaEZJESwwZ+DD777B+Po79NsnbJeOzflPb442H1R+gKhxesAGPUcYQNnV3zTOOdOWlCKUsPfesDX+M04jDU9o6ghOBClJmSkhfusNxwFcj4HbDHhO7N2w6buTkmp47nzWEKAwMrlfW2nZGxxtFXrQquueHC83RcAlL54dQwUrIuXsmHqGYv3EGBPHIAjbm+OyNSBpUAvR3/fuoo8bshLt1tF7U6E9MRdYyLUxJ0fZxZE4jhOZgTeXDZetL6S6dVvAbu8N+/afECb/Eb7SuLdtBmMq5C3TjKbQUOzPwDFOnLc75nEgjhMegU10fwAoA8EI+lGNQRmIZaJt7JoDiZFNnkcmoNd05nBvh1P+SM4aY/+EkigxT4rLXN0VHuQMCq7vMPLRTSyApHVHBtc56u8yBQBJwpoJm2SVLJbjAinwAN2zgF+smFqxnx/56Pwoy1hFJvNrTj6YmcsDyFQ25Mx1DsyccsVn0RCV7hjjexnMeoGJdSIU3d4IFEUCGY97Uo2tOrcSvK8ONTV0VgwDzqRR+2YGGxP26QVoHB1sU95h+ixKucqgT99rTuR5KvYnE7k6tNmoE7j1AO2KqmyaAGFGejQfPQ31bN/p3m9kGSA51WzbN/RtQ75cl1SECbbyhb7B+0YvKDfEF2/weQ/8xbff4nYN/N1vv8e//W//A3C94fmNUWYKTQwIJukf/+4PmH/4Gu36Ef2yoe8X9BFoEHNvnfOAb5vYOTTf5foJjOOg5EaNpU0ynRr923rH1jt2rxHh7C5OmKZBiUlrbY3/fOsNx+2G23HiPiZaklm4qUCCWMdPe8MZzt9rjUzTDJrzllSoaUqa8mbGdEkdBj1fIk3MBAIpvmJ/k6k/k9oxCZwcx8A8DvTW8HRpyDAZRKuBsDXGHzMkOMGl3gtJbzbGDlvU7poMF5k47nckAk/PF1z2XbIPsjQhaWvrHdtl//8gYv4jekXlpK/ADd9WDm3OEfcTCaQtz5s1wQZd8Zs524wELBEnS6S2caBDqohnqsdCSe1iyXV4OakJQeWF9JD3AGy2Sj7Azh8evEADNJFTWK1YuAQ+wgAzdrZbM+QUGyoDva1bQFDDAQtN/AEWOERbrVzd7hn1e9yDaZQHlUxhddxRRZ+KOZP9PS2c2BwyNobqSCrQESDw3fCqIMbr+BhVXqyGgAlgMrEFvDy4xqvmmRHoYYOUZzAnnULXLkClFAjWQPLmoL/UeayriL5REpwBPiEQ7IrByXo50XcOTsg07N3w5kJpj7Hby2t9FHePBgApoarJjQ8nQSkpcp1fCQGtADzGYjBA65FARHl9gAzXEHsxuYwxefZlZ27SA/jMDT9rjktvsLazsWlAJj1X7r//Bu/7jvtInK3h+2j4gMDn7cDPd+CX54Hb3OE74LbhdE6iLL8bN8OlbwA0STIS7tuyimCR4OtbckBG1Wu1L8CV6lyfzIN4njA/0WS3mQgXmWCZ2XNPmxWHinWimWlaKidkse5sBLl0HruabsyNNHpeMZlAHeNG+R3OnCtP4ev1qOFq3KXkfvxi04oppQgln7ZHjat9ozIR3XW7qlYp24cCTwRYuaH/SPz8PwlE4WH4oIglgO4aOGaGYyTHno4TMaiD7wuQaNh7pwFPcjTSUTrbMYTaalM3Q6MKnpQdUK5QYEYFFphLF2XwTkroDN3InGRnSOpT+MTDaKyAEF+JaCgZriTC3bXxuUCBV47z4BQJ8yazLC7GiAQ8H7KRlYen1oYQOy1esjocZbKjS32o2OtgUeKMrGvB6spX4M1Uh66Scl138hSDhrbRKBeFeD8+NcqsEK+mlOjPXn3sAreXqR/PGmrj3ag1rjbleVKuc3mFsOs+ZE6OPDtFy6zurQplfvAQAMUJO9lArTuh9fUdVG4hk2si3eHbLumQc/pCBLbNsMFobtgctsuwUFrKWR3s40TEIGCnwunTMXD77Qd8dp54ExO/Nsf1dsfv/pZ07s/7pjHapB7PMfHp4xXzOtA+fMD0xLy8w/b8BpdItAS6Jp1gDnV8OGtd89XYrcvAmCfOceI5ZQqmo7fZA/BqveGyd2R0jJqAJIAplDy6EQx1d+r9EThfbngJw6Un3HkIzJXZs/PZsvaZo0ch8fQyKVftKvoqcTE4miccgSGiVis2EGpfih5pKsTHwO04cT0GjkFNbus0/5uTgJ7DYdYwkvt57wJxHDKr5sStOSfQHD0S55hofcBbQ0fSeHacnG6xXzjZp549SD3szkk07j8ymv6jfqlYnqT8F4ujjPGOOXG/H5jyv8Cc6DrUW2vYJEOgd5LAlvsdcT8InjeuB2+OluT1TTEDZmiplAeTm4zkTB4KGj2o8YpF+23Lhu8VbVP/DcMr5hE74EzAZVDXOP0t9bkp75IsSaW7JsiI4qs95o51JmUQFNR/1pWscywEjJRX15pYYUqQ7VFscp+kzjHN5WHm/ThrIpmUAPx5jZ7XX/Lc8mJIPvCh+t2UFDUeaT0AiKKPJSFKaVPNTF1GcGrYRrkd70cw9t/vTDxDdFnjelEiwYls4PsxSZ6PwteKIWQ0gNsScQyklbFfLpZK6fPJgnD4hZN5sDVg26mX3jiGMu8nGUmXHdgka+pN7EGD3U/KMQFYp8/S9X7id3/9J7wbJ54S+Mu94/Zyxx/+6j8g7lfEm6daWexyjomX9x9xuQ/4Dz8wd7ps2N69xX474PeJ1hv2rbG3IODFzGiiq0lnloExTpzniSfEYreWLKaeoW8d29OOiIFxsoO5JKz5quOWALyhPW9oSJwfX3CPE9u+w950ytRSvaDOqW6hteK9oc1JVmRW7McCz+uZVOwnO6oxZuiaPSUL0Poik5V7YB4n7rc7bveDviYwtI3dYfpSCBD3hgEA7ti3DkenPFCSn3EMgXbcs+Mc8DHoSZTBaU/3A+2yY79c5O/3WO/e6PHVOmVKP+VXmKZEmSZfpWHMUyzNmmhZjUZ62tV0j5zjVYxRq8hexZOqY5RbLyzZKuNWcwzyRBHoyLwHynlfSWWM54JlLO8S1b0CZwr0ZUHoek8ynF41zgwIT8xBc1zG4CrEWYhmU8PFXt0s5dUlLZ9JSXQ2h4c69DMfPiZKgbziOB71STcs9krVewlu6ZjMr5VyvXIAeH0xWZe08vaqAwyP++4JmWw2BAZjrVVzV3XD+oUCgQhPFFNyBJtlMDHNMmHekTYRrcPsQLo6/xFIG8jguppj4HY/8N3Lge3TDYbEh9uB63iA6xWA6lzjnwmhGkOASjEu1FgQkEXwbhJ8cxkVm6tdrGZ3q3xD7+nyotLZHtYwz7kGI0yjRO2dJ37VN/z86QlmhmucmGE4Xd5qBtxvN5x58EzaLnjxwHfzxC+m420P/OoCfHucuOINJxfOgMvke8wD297p9ZcAyuAWZAoWIFE5NJkX9OLBqzVVOYhXveT+CmgLzCkJZZxoYn3HVBO77itoC8Ad1ARKTHqarIVmi3XqathUczsk+eK0XPl+IheYwg9zoWKqalOMMNK6Frhi8jVc12cGk1SI3o9O6XSt4xQRQLneMJCPVjW3gOBaW4YkILTyxf/114/3RLEHDdi5OjEzaCCkh3iMgTFI405NVyAqzM02hbAGONlkHidyDM6B73zwM/NV1xGayvMKWy1QQfV9Jhe/K3DXzScqRYq1CxUr0hNURKblnxdJOWFGiiyNoJT0KhBl5HL9ZqKIlYwThKBBmp6uFrCmoAg5hdCxVpS+SJjHn73fA7AwduDsVSBdqJw2RQULKBhXzDNAxFZdQ4E4oqjzl5Eps18kytIGGvH1KkwrOa5nuj5cMVZMgwicp+ZvR9LMr70+BPT8S+M3JjjuTAAIHAiunZRJYKYS9XlSumMT2VNdUJHNdbhjGuliSI7f2xrCAN832Ltn+P2AHSd822CbI50a9nkbpPoZaf9moE4y5eEgk6u43fHy8QU9Br56uuAXcBz3E+9fPuF7yDARUZkA8hw4/vQtzB09JtrlApuB7e2Oy3XA7lMePA13UNZDmrZh7x2n0HwzUiXP447jPHDJZ+2/x5oIFXreGvZ9A0LjBTM43ciCfEatpW5kK80gfvTGEk/NcOmGXSZPgepgN2ybaNpu7PSqwOV4sYC1R5wwOWnXMKFINgtoOOyPPexKuFB7mhRynyxoNzd1W4FzxGPdyO/FgzK/xVYoFsucuN/vMN/gl4bemcLVYeHaw90Nl43AU3dXAYaVNAGGM+iv81N+1f1oApmYtEpyoIN9yP9k3u9CMwQCiK0yZSCcMMxx0LPifqDFpJG0G86sBDuFpyrh/bOYhpWAF/3TFY8qyTId3oZcEoPa0zAZXpqMhMV6tBWDNFnoNeU5g8l6Jf1iZVSyAJ01ixGHXKAEp8VBenx/0F5nvKL2VZ5byZA+l7qT2lSihdjqiq6f04FRRYlBBS1AR/26J+5AAEFtG0c08+pfFb9k6+WSXdgDpDaNFHQVL8Hmh4klMY4D87Iho3NaTesg6wfrd2LQnwTn0O+HznKToezkZJ5tI+Mkk7Ifd2Q7GdfNkeURI7CgJhmlAdkdedkoR90v6F+8hV/vsNsd7h3oZMdEAON60BRWuYYbi58Mvk/bqcuPlxtefviAZoEvny/4GRwnDB++fY8frC8QBMZnHfc7zt/9EbZt6HMgLhf40zO2d8/YM+H3wUK0dRyTE6y2pwsBx94x4s615gafgXG74ThPXFRYzoAkxeyYp7zWtqedsX9SEjPGRDr/MRjSaYhLNjafzZMBezdcuvPvqqFEBBt91/o240jomtIwTmR3AKXLF8Opig/FfqkJOJ2wyj2rPj50zxI2B3xMtEjsbppm6BjnFBMnHoDjDK5FFRWWQERgxMBxuwK3Z/hz06hXkIIfzAWRlM1eNp6VrfkiXFRTDQnG/rN8AH6aLy8Jizrf7PK2FQcBKBg7Eor7oN9MMds4JpWdba/z1cmA4GrgZzCMsU1ionyE8hDUel9RORcQzDrbXoEzXrgMkIW5lxheTTqxQIJXjQxeBX1BNO5Ynk+r+VkgdhbTj39uVsCPgGDdr1ST10u+pHVeMgKYKQd9/T4AQtN5quqtgy9B0D7m+rMw/r8l3UHAggxd16FZE4nqUeG1LCoKhMlXdUZxjgTE6OdHJlJgF683VXsU+uVioTfATxpET3AyZA3w4BuivM3GOXD9dMW3f/oOoz/B3fHp/Xt8+uEF1+uBOU6UjGqWH0sVzkaxRkyC7SbGca0jqP6r/0505N5508aEI+Abzb3PQTXEGq8ezhgHICZZ4fXdNu9468AvPPDLbcPb7hhoOAwY5hgZyG2D7Rtwu5Nl6w122WFIfB+JD5F4u5/4xT7wS+z4+3kCG70F0Tna+IiS04AeJjrnsnONuXWxnlJAp2mT6CysprhqTnWplWPof+vexFj1mSlOiuPB0cnGn+uaJIgkSx8pz6HKyZDr+SaMZJLg/ghQAdDXPraVp3GlxWKuRMmisTizBMnVPCg2iStfYj2RiyFtJsXHWvT6ntYoP2yx1CJZuVkBazIe/7Mu0//K60eDKL1ozAALykyasSEWVS1DppZjwJO0aNfPn5nA4MjYcybO4+ANzVimfccMHOfJ35cOjC7SsW56JbrFvlg3EHilH1SAySCSnE4UqpBVPZTS99eoJLr6G8yUDL++ifXMdW8NxAfmK4DD1lEQME4oR10gaeQPul4CK/nL7ODI2ddmuPqcrABdoA7WPQCwqOOVUBbTo3TZDmCaI0pKs9aTqAERAiSwDgB7fa+1Z8rjhclwW6BLaHMj5yra543F6ugOuzzB9o65ydxu0nmdZnmCSDk+BbZ35CCdO8vrYNi63kQgmiNbR86GNGrYMssve0rD6ZitrUTu6g1na3i7N3x1HtiNP3MCiPvkJKFQAVMbPPlsgiRNOEij/gTg62Ngf9vxxbtn/MV1w/e3F3yKAbsHbDagXeB5ssAYPwAB9M/e4vntM+zNBTfbkDmQ54DvG/pm+HQCP9zvsK3hs96wNUNmXxrBbeNotg+fXrBdnvD55Uka8joMiapuG6nR5+2GERM9IYYFAQ96PgCbxm3nDGwb/UDatqHvNNmt5Ne0971TAzuDBVZ3xwisIB/GyV0McLbATSi5jZhAPvTI5vJFqsQiU1IbUij3jUKNMWl0lq/24oMAr463VjolIpRQzWPAL7nkd91dRNJcSQtNsjtpj+409wVwRPIsmgNyf/iHwuM/6hfp9gBAQITPKtDkYpaW9DYaJ9d0ckSqGUjjBDShjUyjcT2Ac6DnhDcy486kj0qcYgBYaWzFi1BCWEXU6rwoZk4lcRVbZwY8HN6xgIh41YVjt4JNgZzqqq/4mq9kFq/p1rlkn25Q9+0BAJJJwSIA+vkVSb2m0gjAHonMibSNvhf/C7G/klSlsyjWJFAjC5V519HGL7cShGkVn18l+pNnAZNxsTknYXJbbyLGj5g+Ngk6Zw+YddiRiOgwEwgyJ+ZBo8CZwNh32PMFuOykP+vzspmm90zWZd0Ba7DYkccJnCfizHoKQAo8tampbJvOYN6cYnOyCwWENYQ7YtvpEWKG0xzP3fClJbbmyO6U/t7PJS2DObJpWp705uy18hzd+v+Tvb97kiRZsjuxn5qZe0RkVlX37fs5X5xZAASxXEKWL/wD+ML/nOQDH5ZCipBccAHMYDAzd+5Xd1dlZkS4m6ny4ah55AWFOw0hX4jeEGnpqsrMSA93MzXVo+ccrbzF4Nu3G+s3H/j09Qd+eVr47vNnXt/eYG3YKaBp2kBxtcEDo378wOWbn2DPZ+5F5n++7VittKVxvd348vqGrSsfnp/Sj60xXAlmWxred16//8JyvvDp/CRD3wkypaS3nRbMgv52pffOEmfF/tD+tFpZrLAkiqzY3zQdYj1RLyeWpSVrUayYtjRsaXhXbI6cxCYNvc6DOR51JrcRhZEA3ew229wVluzKKubgzLNGF1BiS2XJ8c3dx+GVN1OpWaTPYnQyl9wH+55jS28bNjxBqkIzxf7ikewmTRkrreGY/uzicO1D3h4MxxnM0dA/1tdalBOL8aUiawz5FbWiLrLWy8D7lPiqUz9Brxm7AMnN3I48oNqDgaJvM45pHuldoSWSDRAFYsWc5GtLwpHGovk1InN6nFErhzXE7OAj4HFOWCnzCofTQ2b/FgLq5mzLENqn/3owit7v8Cxh7kX5E0b0nKpewQLLAQhm6ds3AYzMO6zY4TNVsDyPEsyIKa+xBAJVNGJ2qOTLPAvyFaI0UkrKGIsd2Uww2YEIcGDa2c6ideZWAlsnRmMuWeYh7zSwECN6qTBKY2fL/E5m6iSY5r3ja6NEeu+50/fO2+uV+M0fuHZNL/X7lX57Y79tOXzNU5ryjqkQyvcfRU2W2hGyDsjPZYeOIz9VaxAlPVGM4U4fwdhTPZH+MmP6tfFoGJiJNf7V5RM/ZfCz2nlujcJC+KD2DQ+nrCc+fPOJulS+/c54fb0LTG86u173we+98bXvfFwLv/TOl4DP7pRWWVc9pX51vMNe1GzdMz+Y995KPPZOPMCukQDEPEXlX1bUrI+JoRkdsWsC1YvlXTO27uNglxfyGZSFPdSYqjYRynbkNdpTHKBOWMFchIGKUYbW7/BpFFuOvEiNlByhfqxRssafjJTcZWZ4mUDuga7q/bIxVoxUsWQaM59/JFPJgx4C/MtSD5YO5BETM8f4p18/GESph6/AzNmEJqcsVR1v18ioRuREkKkzE8NkjMG2D7a9yxys6tAtRaqO3jvbfWPfdzEALLuEzCQxuRAx6WYPzdOk9wmsGNoAPtkdE9JQiJiU2My9jhtdbVLrZqL6OMBnMfaevudGTmlILSEHRqHF5ChBnP+Wz8TQSvZBJs/pyD1BvizypmRKn9kS+OBAgGfXdVpnHdQ/e0c/RJKRYQpcB0Ywryfv60yqJiI9dZPTe+S4jveoVZG0IqJgrRDD2H2w9UKn09pZpk+lUnLQfOiNtKFLBjWYXHyiNR2ceye65yZLOh6RrJRE40vRe5j08BHT38ahVNw0uvdG4eXLHb/f+Bguqn7JmeSjw9LwBKitvaPUm6W5LgSSJXw4Nz5v8Nvrzvqh8OnrD/zlduUP9426b2l0KdPIOjrmGywLl28ufPqTj9xi4R5Os1DBUKsQ5Qiut43vQpDNZV0kvQlnHx2jEgX66xuf1xPr5YnnKsBk+NSoyhtij9C0DOBEegblIqy1pG6zaHpWgJUcU1Y1gpWSI+FcaLUXAY01N2r3NILykQecM41ipw7Sc5Tc9O2J1J5OKm5J8LLmiNFxfI8KlpaaxH3v7H3Q6aJwm9DsAqw5712ATzBR7aUWlkx21vLuQCmmaUX57PeJvxD5OTgiqI/0TyETgR/xqx4dDh7dgRkrTYV6jI6NTg3X6Oo2AQ0ZLvd9Z986+23D+p6T3sCaHOn322C73en3u8C1JjaDQHg7EunJMhRtNGnZxqOLVizjvrNHP9Z9JDBQzMQ+IbvjqGNXyRHumSDO2B+RkiTjAOEOwDrXbQFKfZeIzxbIBDeY15B/np/nYKLYoaOP2dIhz7v8+tFpIhPFeCTeJb2gLDs5R0Zgmno1x3TOe6k6NBlziBETCdZOto0FD/r1vHaDqVeShKoSVDHPuuv51k4vhbqs8neyZHqG7q2ChOuwbJmAYdAGsVZiLMRt1yjJafBbKrPjGNWTRlweSZbNTmUCU6XgVQyNWw/efveFeH3jYzNsEfPJAxldrw2vAras1SNZO2S7njKWWnl+PvHleuX337+yfvzEh59+xV+8vvDd21X3NjJfJygxsO0VWxbOP/sVH//yZ9yicScozYi+4yEPrBrO2+dXPqd04Lwukj33nT52kCSe/vLCl8sT64cPPKePyBh+SF0GYujtrhh9Ih5yFIe6KPbXUti7EmhaSy+RhdoWEtmQPw0CClvNpDn966yKOu05dnjmJSVj7R/F/ilfKIod78fN12QIj/HopLbWUo9u7PdNoGtPqavlGgd934z9wPQ2aK3QLMGnNqUVgRWj5VRIj0anZ1EGPiclRj/Weh+6p7X8uP2wNB0sm2WZb0ZbiRiZv/rBmFC4U+FqBTxyxHUCtEQC1e8qFo9x/KaZm8/z+miixqCU9IcripuzuC0IaBNbJU0pa1GuEWkgHo7HH8v21UFPwMV0Xe7BnoWkpeSnUfJ8qTkRVFcmRqUAamslzxCbBG3iKAbLrAMBnSET/BZDN2NvmSwufZ+uM0u/ECgFKU1q9oib2MECnoM3PH/esrAR+//R8ffZMCSBnZgmmpOr/65plczdErNxnXlAvPueUOd/voXYNZvqgyIQyU1NTw8/ADmZiXf8fmX77jt865RloeC0Mqiuhrwftax+v1gT5Siw8Zw0Vlr6QWZz1uzI63RCJNOiSA5OBNEDv2/EnDwzHjKiYkYN6EXMiFbg6+dnfvXLv+QXfuXr/plm0KnY1rlGp8bgcln51S+/5vN9sH1+o7emPD+JCJsv/OZufFOMP6vBL07O5/uduy/sIf+Xkh5Uw3R/R07F1O3OpCZBBzV8HLxCS2PcZGWI7eWyNMg/j4jDw6iEzknXX2ffRJ5WKaExT4Pm0IQuASqIXTO7PbMk9WSvRztkdD4EmoyYtWQ56tRcYpDsxSKK2oFVYqn0mFLXXHPmXXuriPSQIv/HKOt8vmAPf7rhxxqf96Kk52GrRt93usvbjwEPKdP/+Os/m4kyX7MzOCJkAunOdt/VYTSgprZ6JpThotH5YAmXKVgxjRDLwux2u7HftmS0FFiyVi9Ta5hnHUKQLC9kjqpSY8aP7viIwGwQXV3zNpRUrK0mi2Qmdp5jWFXcTQBldt6JYDElqlMXqUMjA5+nIWsqdN4DHJaJ8TQCes8gicPkJ97dW61GP8LwxFDRgph60ZmEgzbMnAqX5lFlAiTv/g2zTJItDQWP6MScOz4LynktkorkeOqIAxk2j0OTb/neFKN3uEXnUiprMaZGEuLYNMRM4AuTQ0ImrSOZJUdBUUzdxwyIgTpwc+QvbkTLQ9WzK2kVr9C98kbwxTt7DzaHfd8JC9bLRV1oLWQ6coc2h1HyQGyN0gq2JgvrDud1pT+tfPt6hdc77XTi66cz/+y08HufWvEBI6h0ybis8PJlZ//7F+r5zH7Rqd3MYdeYxqUYWwy2bed631Lips+5bQNMWlIvhbcvC2/PH1mXlcakyFWog9GNfR/ces8DRUnLqcqQr6Rxc6Au/GkpdKtQNK5yySk103wNy/npRYmJDJgUvCrp+ZDdnIigB7QQqOnIDKsnmFkttYYx3mkyjTlVxYomCLW87h3okyJAYSk5930G7DyMJ9Bn81zNVdmyKBqOPAaaJvpEEWV+GZ3eR34eIfEx/DAbVQEtj5gf80tMlNnZ4ECcB2KW7O7stzvcNx0otWSBotgaHpJp7J02hphKzbi7xtH2CO5vb+xvV+g7UeXBUwgVt0xm9jQOT2OzPH+ATBTFfopI9hP55wq1aEJczSJyarttuACdZKVM6vMcq0qkUWDLPYNi5aGTH4o5XmuuGTQtJ8+IgAOcm4lt2qUdsV9FRXoPxDtAcHY48zPpvItHkpv3aOaTAhPskD9hktF4ji32yZqZF5YgPRGPPfweWIxQATQUF2MI3D6Skehk25XoOofvfWNnYX1PqZkLJyArL2b3+P2I0MOgl4z7LU0pS0qP8sxzH7qGojjviE2imFCIoglP1zF47fKS2vZOv8kHq331IY1P0ZlzxP7ATQyUulTKUrFTY05EOJ3P9E8Xvv/+C//w/Qt//nzm668+8Fcfn/jDyyvqAuraSojH4q3w+v2V/h/+QH1+oj9pLbRibH1XcVgKdXT21zeul7OYXLm29nsndrFFvS3w/fdcv/rqiP2iWNeDHbzfN+73XRpxFPvXWuT7saTBsxVKcda10RMYa+ui2F8rFppIpC8pNlpN9nEZYq70XWBWFq7SumcMn7F/yLAwUO4wJzAcWYeR61gxuLaSsT/YPeg9c8aqM8GTyVzgYM+SbGgBLPnOZjKGNBliM7TXigdRxa5ZkAeLphepmPDhj8lxkUa1P/LYr5NXBVME8rqbOV8CuBGwdzF5aqkCEK1obZCgRhZFtchI/sHumAw9xbJW5LcwG0MzDs78cE7lMHvAFJFsjAMcCTVKstGtzxHyAxwhViR5LfP59ogcF94fct4wNLjcKLOZe0RQsbVKOCWNV9zEyGgzDjMbDQLwOcbH53XPdyspQSizwHmw5gMOBqG9Y708rAuyhjnWqbrssyBupFdkSUl+MinrcXETbzBmV1/nQ+6llPro/2UeDSru4QC9MKMWZ6mNzh1HXimEDOAtZYjT27AwwVjH953x9qoCeGlES3bqvsG+s8ROW5okN/s4Pvs8W+akGT3ogdUJBitzsLFnE8bzY+lno2+wD8mtIvCScWvfCassaxMTbzhxv/NcGz/75hv+7F/+c37x9pmn3/w1NnZu7Yztnc/7FbtdoZ34rjS+fbvzenPJlOuaU/SMsMofRuXX98FP1oXnAr9YB9/uG7/vpgaAq/6MqnriYOTVIimSUMU0kTXFONPnKPlvAjECGdf5sYZq3oKeoOAxhMUTNK2zbtemtdoA16TP0Pj6knWzlQlWTJAtBfbhUoCEbAc8a7fwZLua42VGF32EYikPyr2j2mNiITPWZH04mcQIHIKsR62IicOgmIbH8G6PzFgjs1xds5vjpsaqp7zYCsozfsDrhzNR0qJ6GlQKpJCT+j4G+97ZtjtlqNNjrR0U55EHVHFnLUosAqG+t31n2/UeY9+S+qmumU9HQQwrVQ+/qCg6KKe1YSEN5ohgjxx/6cnwSCmDkfS0eAQxBYTIm2Y5fjLoPkerqstS04inR1A9NZsJpsyu1aOrmLt50owyINcMmpM+OM1rcz2ntj5/lEit13vwxLTQSabEofV7B83MxRJZXNrxKR/vnCLNYAZUY2Igs0P6Xqoz3MWgC/lq1xlFSc3zUEcqdwo7wQtwMuNshZafbXaLImnAMaZkigMxju6ZoPuhx+a0qoDrPYNwrkEQalyyP2wyNfQRRNMh/FbgD3vwZQSLOVbgs8Hz5pyXwbJoyscoAis8n+3IJN5aTh6oFeuhDsuUmtQ7//H1hcWMP6/wJx+eabXy8vqmInxOjeiIuv/7z1hUTs8X2rlS+lARMgyzSquNpQ0VItudhrPGoo2ckwYCY8fxcpVh1dPlHSssciQjSmLck0qZZqC1cip60FskEGKVtqyEb6gLmHscJc95xh6yN1FCi5gq1Sm1sPUhE9EQPbOMHBVoCQRGeuLbLCyzSks6q5tGt7X6GCc8dfl4xZeKMaijsOfo7YicDlQqrT06O5DssBxd1xBo6GNkhzQY3Wk1qEujEHhPyrGP9EFytl0QZitiyrUfatP9X+irtpaxP8eKxxwvL5bQvm306w3bNmxpLGseqqEYHV0+N2uBsWSRC9y2G/tdxuK+3fH0U7GGulmZSNb/ZDRd7zpTLBlFDE1hGullEqE4UhIY0+h0Sx8NDnbKjGOUStTKQOyjrQ/6Ll+JWvU7RgIhjh9Jo2Ky5Rdn3M8EbX6d9BEB0o48TWkfCYEASp1NE6CZHh/kGZMlccb+edTEEfun9AU4GCfAHxUgmZIntjXN3UgAPH2s8j0OvyMFeQG1R3Kdsd9dpuHbDvedPjqvxVgjONUieR8Pr4IYQ0BMH8cEGeZn3Tvs49H9WRbsfAKSddjTy2sk88FDJuOlEpaTyLJIdoerwbeb83bfJGn0wUvvPL3eWC9n2snwpjXmPaWo6muztKIJE7XqDEjKmrXGsp6I+sbf/+Fbllr5k1Pllz/9CbU1Xl9flZT2foBCDIfffofZwunjM/XUKPcBY9f0RmTY15qkm9vbGy0G6+mEjy6ZXK24m0CF+sr99Y396QlbObp1tlRqN4q7GFytQRYy1grWJtAyz4tGW0/JEpF5uM5/MbVa5iMz9quxojxM52KR30ofVHeaD+gmLxtmHhKZraAOY8SBcsfI0dElEsTUaPHWqj7T6NnB1LjP7kM+FVkEl+G0FXRUqNs/Qvu3A2uyGWRCr2c8+hATZ11UNO1dif0Yyh3cc0S0ziONk/5xsxAjpa1WLcVtGVpS8hRo5LqsGDxZAerwz+ldjKA41KYkwKxQU0KrBqindJOU4JcDJFbOOov4B/Rw+B5mfNH+11leHKzqmgeIFcwDMJjve0AdIQBnRByfUV/tycCB0pYHY+NAIerRD1TnPI5x6oRifs1idMocxkROUD2c4wOOeqJkQdhzKkrJnO1dCwOOa4TpCxlZw8xiscAhnyPPD4sUQAWHl8YEfzwQO8NgjsFl5omUPBf8aDoa+loiMAcYXrNZ5zdJcIYQL0nmUDyZLZFAIL1M/jf87uArdSh/7Nc7231LiUlXbo8JiJ8dMwsYHHWOlaYmy3FUjaP5bqkKaDZNjud1yG+R8JTxKM+3lN9UK1yenvimFP7bv/oz/tf/2/8Np1//Pb/73/+e+8sLP//ZJ16Bt+2F136j3we/+Zs/8PJ6577v2NPzwdoVMxdeO/y9rfxig6dT56fV+IUvfN8r1yjJHFxyTQIhz5a+d8noLAGRvG7mHrWqPCjrz1oSYEoJWY9gkPUO5AipPOdNUvwpg5QP3ARjptRG91T/XvO8nkilwBM9l/RFCQgfySaKg3wBNbGsrAfMDgnpJCpYGB7JWmGKzUSqIDiYVnEQAqbHkvI9MddnHqiv6DIimazKv/bd2bvO6qMBddTe//TrB4MoY4j6MtPFfQzRRncddjF2UUCHsxmUMWhFm2jbN2K45lZnctmHc++d67ax33c4OjiDCqxVHQL9jgFLiBpMenMYSmozkZz0U7EVFGyLQSv1KDTnGpj0/5noKM4lOIOz7Z1925VEl0Jr5RiHPE3HDuSrJEV0ii7J8BAz0IDobvMJajfFzL3dc/Tu/Fn93GSivC/fSmrdPaOkRlsqSM9xztP0SoeHFiIz0Z7XHSnXCXVyp3dhzCAddpiCtsnvGlkwFDs8BHyo6I+ume+TtnUHvozBOZzmKLFLt/xjFPTsOiobFyCybcQ+tfIVTiuczinPUWAPnbkcXYwi1HqEyQAqpHO81cr3PXgJBfZTq9QobBZc985zHyy1UJqmLBUX0GBm0sil4bB5YH0Ifb0sWB8sW+MZ47f7xt9+eeGrjxc+PZ35WTFaGC/bxiZDlzywgpqU5FELfloYvad55cBo1Fo4L5XuRvfO3rOj5ynDqppAMHYXY8qVFPYiU04Vj8Z9OLeuINeWNEl2sBFsI2g4i1XWqjGU3tG0hQxezkNu414OAzgVd9qXS8AWhbcI7luXQWNpRK081ZouMkrGiwd7aNVGFnDkYV4I1pbPpsxCOVkwoIOtVmKUPEjfrWMXq22EQNRFWgy6S8rkmXMUU3fTyKKw+cHmwgRJ+hjsud5772IgGJgtejo/ckr3GCrK5pSsfYh9MrYN7x26pDwRmookqWbFPdjuG9E1pa1UjcPeh6bz3N/u9NtNz7Lv2LZTA5ZVsaaHWI5BU/x9B0xEZPcggjJcU8lGGnS7gLVayqEBn/4iHhBDXafo0+zuodnet12xv/dDclBL/WO9+bF8is7EmVvk0TCId2yQCf4AI4uKMkdGD8X+AhGWUpkE9cySJZv9T0taeYIlMm2c1POglEwwI03ZPA46zFHQz9M7rzMSaEoEXTIbON7n6FamfCfGwxDQR2dsnbhtsG9w28GC3XZe7zuXPmgeaRSdSZV7PqN8TiOD096Ju0Zih6OJaZczXM7E6A+PrATlPBO+qJIazgJYYFewAZ9359o71QTot1LZCG7hXO4baynYsormXGQ4Z2aUtWlKwnSY3OUlUp5O2N5Z68JTKfz++sLfffstH3/2Ez49P/NN+kS9vN3Yq2tPhOjsJU2+vVXisjLuNwH23bG2KvavSzK7NvquAn5OiChWJcndurw9RmfsOz1j5shzd8ucKkz+VpF+MmO4YqIp9i9LSX+zwLctpxAkgGIqaCNp1ZOZa5hkljHYo7JHsN3uCsOtHbKgRhyx34bTXYajxxoM5ViFylIKpzkVLWkDnsaIUau60jnuc+6JkAZCoPcILH1uIGVM3Y/9WEpJTwvPRs94bN+ShWgf9Dzfxt51L80YZaWaET9yKWeYnhZZpJcZf0IMqijpf+PJWqolCzSNahXeoDhJFlXqAhcKGo068lwvllNNDtbHg6mGlfQoArdpjilgJb0rNeaah8WAR8jvIozKYGlOtcJa7QHSmH52z/gitkdOe0OF50D5UzXkKVQr1Zxigw01ZiLS4NweDVMZPvMAGhKYIIvFnAdHtZTMMK+nPop/4nHezNPANIko3tUxdnzm/FgqVh6M9pjgCRxyqZQPVpvnxixE4zh7stpgGnUShxDoeJ8RkxEDh6G5lWQwqvmIqSlZloXiuv9zMIS5E5ukFBqP3dQMu14FsHju/cxQp3zzmCGd44nVjB1QWt4yY9opFNOzLeFUhzYGe+9QAi+V4bsaByoimaOqazE+XRo/KfBzK/yv/uob/tX/7r+Bv/6I/V/+T/yH777jWgqcF74+Fe5r57NX3j5/oe+7PBxLtk96To2KwGrl273x91vnJ63w9cn4E7/zfa/8zSgMyjE0dI859c7E4MGOwSTvDY4red5Mxp+O7sMCY/hkBhp4nv1Feb6eXoIRk3VoTs1zcbKwPEYilBDzz0dDf971rHfl9p318MjnkL5KfUBKMrX8jj/ksyqYTVNnHmeEP4abiCHDsb7n/pkxpszrFgksv0c5jg8xDSPSnzP3pkCamo23HxYjf3B1cOtDU2APNECjS2t214wcX5r0vtve8a6u4L53fMiNfsmubh+Dbdu00PY9N2tSzdJ4zEqhYSmrGSq83iGf8/sFDDxchyeAUpMmN8chyUQ2te+RGuqhkbFLTXPbLnaNAITCukrSMTfjYW6TD86AOYb2/b9jzqS0T6T5XRqrJetxmFl6gi3JschwkQUAcxEHYVVInOd3WSbd4dmRSYCEA67JPz9otPOaMU9z4AyL74CcMiMuBeqU0KCGaSbA1geLa/rDsPwdAW7G1Z3XvXPqO9YqzVLfigK82wNQEUVcdP/YN03mOTXsfNKEnaFN5mtjdBUp7ohGXsvht+NhDCvczXjx4JaGOzWmNjx4s5UvwLPBEnPkLvRpRlUKtIqXmnT/of/OJTWX0l0/LQtPtxt/f73yVSv8q6+fuZQnpZBvlZfQ4aq3LJRzYf1wopxOXIfAh3CtvTE9PlqFDpsPNh+UfdZtWg3FGutSuZxW1qqZ7H0MmqU3CDq0agTn1rgkRbuWd52H3KetVWpVoUpS4EWy1QIOS88KjtCaYVZ0xCipo/SBdWPcd96s4hQuZpybOrkMT1fxZApEaJ2HmDLLUjmtSza2Mt3ucewlXXdJap0Kld1VsHcPSvdDnjRHi4K6u9UKSy3UpBwakgLc944fgCQymdqHOllJQRZN8NEh+jG/7n2kvjYTmUxG5rqU+zzEoiPqtnVpjcMZ245vu1hSi5Ke3gfb/U7f7vh2T1R7HIa0NSUEkwnnQz4XM/4eyShk8tePTpIOQbE/ZGxeII0Ka5kAfBzjCotBXcRI6EPTTEiJz3paqIt8PeZEMksg8KCgl4LXd7E/r+mItRF/xDg8/vN3ptD5vQEPgCNJk2VmxxGHrrka2FAcnJ2eyCQj5htZ/m7L6H6cGdnxzHM6Mm5j84yyQ740kSeZiMJkocQY2LbTetfIR0d73OWef9s7b/eNZduw9F8qNZNuCwGjyUoUA6UT9ztxv0FtxPkkEGVdBPK6E+sitmkyUKiVaJXhaQLoYhRu4bztcDcl0MUyWRrOvVZeCZ7GYGUyTMlkar7nQiyVGCFWrXfsnPmIO3WpPJ1OXOorv/7ywqfzieeffs2lPEtVUiqvX4KOgCxrhbpW1o9nyvnErTvbbZMB8/BjWtmyaqzx5s69D2zbJudU/gxlYV0bl/OJtRZi64wyx/DaIbEtHpzWhfN5TWlmTulIsK2mnKWaYr+VBExsTnCQlKDWdwDc/C9BBZ+Ghu5Y3+nXO1ereAgEOS3tmMhhQ13BkVOiQGyictLY8/W0YNixjmQ6qO+bSbCn/KvWKq8cdN6XMdQomMBeMoDq4fOS0tChHTbCue+a8KRzLZIRm43AUCyb8gBj+g39eF81WRWMlNGV3MtwAB5T1mMWRxPTQ00zsyyVfRClZayZUouMPaJHCQhHxdmR3c8cO3P6kWzIIy82+caNeT2GuuEuun810zoMI7s7KbEXSyt2gSeS2JVDthSRPhCu5peDTMyXenhqzG42M2exohw0m6IlZiB+sCgV4GeinV6INqdfZszO75sAykzdtAcfLHUjaHmeBQ8AZTaayaphtrDc1IQ8UsGYzV7yWcx6wZg+F2IQPMzSCymvSiCoZGE7eJyBJPA4p3nWViHkndVOK600fNuyESaALmIQXWbw1hJAyimvuhASBUqIKphGLrMyQsBOSleStaJaB63bJYvuZJ3XpdEI9rGrQKdrvS4nWk7tOlvwqVV+1ipfB/ztr99Y/80L7R+ufPu6Ma53br/+Dr564lSd57Xxcg/oN8X/9UyURneX52ASCMKDncqvu/GzfeepDX6yGH82dn53a/w2gqWt1KK4fd+3lJp0wle24VQL1uLHOU8++5pn+sgY7fP/Q/l3mOo4q8oLpNqJ3K8l5XtGRM09aIds55DOeGh6WgKXk0Hy2K+O5c97NrkYgddG8nkFsCRLZE5Rs/Ko1S2ykZ2LP7I6rin3J83AIxOmqO0RGyaYlwu+2hwgM4EnIY6lHBuLx2ab8tAf9vrBIEohNEnHpCWOpH5GdsFH+GHIZyiA6IE74Z3uA8LZPNHLoa6f7xpxG6EAXU0jZas1bdyigq57UqHnrvE4OuaUkgVQHD4holon+DHHNSXSSuoxD52Zafxy8ZDkyIA0iyrZiXwfyOarTkDFxGaYQWteov2/QRdzMTye1wGtZJE53I9FKZTOElFGyH1Sud4f7tMY7Ti4dFUCGrL4mSPTFKjtoNal0OnBo3kHkklqLFqmJY8zymQoaNG7HjZ1AFboJslFD3jZO6d9py4rlmaCBc/u5nw/NLFhT9S05Ek3dY3BYU43Z9gH76j5COWM2ogCuxlvGNcISimsPkTlyuDRa+XFFr7gPBGc3Wno9wZCvH0efE1eCZbJsbkkJHVZWJeVj1b4+9H56+vGn376wK8+XFguJ9rTDp8r19cbMTplrZTnC/bhDGsVg6TvAlEyOVcwKrQcE3gbHVuMtUx0NM34WuPp+YllacxZ7JPeNgNBMWM9nzifTrTWdO3i5B3IL/NgqTJNnBsrcg3IIOqPl4RBUkKzK4GxNrF2aglWBieCEjCGZBiYSd8+ZQEJphUzlmosranL7ccxmAh2HPDsMRkKdWDmBfnoDG+iYPsDxFuWhfW0aq8UrdUYmWi4DDCxwqnWwyyPmB2yP94vZEH/Y34VFBeL0DigUMs0iEsWQGZx+mpKFseA3tG4bRW4AYze6TfJdyLlYFoX6d1Q5cHSMraP7CIf3a9wamhyAqVq9OF4JwVhxv4CtR1JZ8iAQuBtT0lIKYyU/UxTdEu39tLaMV1gHtZa9pFmw0HUosTPysE+0f56J4EApt8HMDNTpjEuuV88O7dTkz8lngG5jvOMSWf6EhUfGjOsyRg8Yv9A+9vk9WJuD3+Z7ArOBGpel5X6gPDdElx9R9lOKR+lYNWIri5/RSzIyFjdt87r9cbydKeeT9K651lnJb1fEpSKOsehTxEvWFthgjz7lP7kzS1GhGziPTvAlEqYRnBe9+C+7dTTAtEpIyVK4fS68MrgEnDpg3PvtGV5xP5qGfMK1qDUcsT+cLDaqKeVdV35QOHX11f+9vMLv/rma37x9UeWpwv19Qpt4fb6mrG/YR+esU/PcFqPtc/040hpigqwkUDKRinGMnOpomSyrQuXTx9o65J68GQDzHIlRP9fL2dOlzO1LZTWcu3kiPKioo1WVRROACnzlICcoJf7yGbBOv2GgtkYWpb0WSmwmLOmUaePOBhOPdkhzALcxBJbWmFZl8OkNsyO3xNZM3nuf5v3Jtkqket9dMnI3RPsC6OdVtbzSedc5koxGVl7F7hl8sWbe0GTUvwAF0vGCfufYr9WYOahE0AeIyU+lpN5fDyamCkfiMzJ1Wms2dHON3XHJ0hXKlZnE3B+/2znKH6WNCnoR+4cf5z/WmF4ZwvPCUxGMFia8v5W08Q1gf1p2hNjNm0zDlqouVKTj+EQzNxE00wY8lshm7NlyOMNiiZX5jUJvPd3DdyMrx5Ce5jd+pnOzNwrP9fU6cEf1TQc/zrhDjEQ/B2IIRArj2rqkd+7o7qplmSf5zOdhSPz7xxsoBoc+ZZMobO5EYoTupjZZps1FgeQYkWgv8xmg2VZeT4t7CXYN0lnhkfKwDkmjrk73jWmHbOUx5asWywbp64GR+5TM3TWJMPA8vcriKfBbu+MnCDY8swijagpRolGbcpLWymccC7d+eihqZm/+5b+f/g/U96+ZbxJVn+97XB/xf2V2G6M+8oYWlPdKrtL2rQaNAu2gkDmGHyOhb/rwVfD+ZV1frUUvtud61h5G+qitlI5LTXZcpJVVVpKwfL5+ACXPHLM2jfBGuMxeAIXGGkp25lgWKRR+WOLZi5MntMRD3ZmzB7+Yx9aARt5joeDVyzHHVop+NYVy981v2RNr/xEgysyV8rmUkmG0cCZgyhsjATVoSBvllJNIF3+vJbhQ/KloQEZB0h7g5LMOeAxsIVsOuQ6nn4G/8TrB4Mos7Qe8dARikmQOvSU8igHsQOhnpQ21XnyQejD2bsoqSS4UhOtrVYOWpwRLAZlqdBlNObzw74LJdWMDaP7OEARd3VM25yaUAyiZDEZ+RCz0HM7fr8bh9nbPFAPOrY+9CSBMFImlrGJSi6eCnNMm4Vcjg8Pk0wVlZfasaBmChMpS6qtvvv6O92YzWJW91/d2pmTBlM2Mb1X5ohR4NCzRhJqJ8gzNaXzmg5Dw2KE54EmYSwUp1pjlIGXQviDSlcITYPI3//Wg7UP1t610K2lMVgca+eguoXAFFKCogsNdSpvd936/HylLXlIi7ng1hhmbMCbVbYI1kzi7h5HIbFkEXY3+C4KHxzOvbOeTumdU9hTnuSl5cSGk8ArAu93YgxKbZzWhZ9czvwqOt965zdb5+tneDpf+Hh5op4W/lA/s42uiT+nE6MXxrUzgO1610jGknOjwhXrQ92FvQS3vkFNg9583ktdWNY1i80E+hDIFc5xOKzLQlsaTEGDcbBMujtlH0oQAkp2IbWu/CE7yCJ5UlwtxHQpmQfUZO3kEZSyqnhHq5VkaFgG4SJmSDGxETjQ4nl8z3Wc8grUDYqc0uGb578pkaO4tPPEAUiVapzPK8/ryuauyQ6JGhUbEGkS535c75QvmM2xsaL0ra3xtK6c6o9bzjOzX3UslGBJhpfxv3cV8VlME1O6JQmWcjDHh+Q5fdsZ97smY/nIgjDUsSoTqElfglLZwrVeJkgxNbEpc3NM0oeZbIYiXKsTK1S2OoFESwBbIB+P2E8kc1FTQyYbkixQ38d+LD06QmfNnJ6QN4yCvWPb5SHNI77qoLaHl1b4MSHAWjs6PqTmeBrDHqP6yKTQxUZUQZ7A1pQEFWnL5yM8EqQJ7JDd+DxfSsZHdUfjSNJLzUlcoxJVgLX3/fislve8mjhc3gfX28Zyu7Ne9ky0FizSzyTQ+83ENiLZh2kgnlRl7pvkQqErBde9IUewo6kbwzRp6zqgb4M1VADd02yvmHTwBmzD+bx3nmvhvO+sTxfF0RD13/ehblmtWGnUJOf7dsd7p9SF5Xzm60/P/JLOd33jd9c7nz5+4OnjBz4+P9FOJ779ze/ZfWBLIc4XJdVvd4YH/e2Nft+IusAp8r5kQVc1Xe12uxFr41Smdttpy4WWwHitD6DNzLLbrrNjOa20ZYHcg6B9ECFpjyVbL/xdEiw0VAslOEAUsax1/pWZpwTJLNMZKdr4QzqAQalaN14EgJSq8aBmMHYxxwRKPgrDCXpMvf4EVSOcuMmrpBZj7Ir5eMd3wCfzpHB+unC5nNnHwPddY0Gx9ONIxrAPMWs9mLJoK5ZFgordU2ucTytr+3HHfgciOhb10bCxQrgd526Q0pcxqG7UtDSLzOWVyr1jPSTAfGS9GRMms6DgafItogIpJ0qo8wEmZIwr4TmBcOagqiNafVQJcxiBuvTZjm2WUpxHXJ5VWFGvFawxehpXh4DEskf2+CbINnP8OOKm4mmlJqNV+Xj6zM286rjL+tusAfK0OhjzUewxqYRZi9m7n3hwc9TjeLyHzuLp9RLZyNR7yPdOfLcej+s/oKCs3WZc8GT8TuaOQsesavJMxtKbT/vNurMsC2ZGv+/E0HjxWFb6fUAMZCg6ICSfmjLbmZPpo7smJdX0/HBjCqemRElgi/a3UXJK04MhEU6y3vsBCOm9JjistWnLqngQQdsG5+FcTivn7tTXN/7w3/9b4vqF+7evXK83rmOwWKXUGx7aHwJ61JRoZZFnYStsHjJh9oB2JprxOyv8w37nYzO+asFfPTlf3jp/PUy2ANaYXfwIZ11OLE0x7ZBeTTbYfG5pIVEj2LvjIaY19gCc5qRCs6JmTCtUa9nA1LnQilEjQZkINSxGGsqjSUmUKgCHJDMggkK13KNAaQXvwXTdt1SkTK8gJSOhZnjICFhAYJrDHgBdmkGnFYJqoDJhQmYbbwJjRjmafd0FDlHSr80SsNFNU9MEdE9yP/yQ1w8+IR4Jmxa0h+Oj010jWOcEF8pMqwqja4GSScAYrlHGY2fs4xhfVRJwaEUO7QcIYEWJKtNJP2YuexzWNdHnksEx0kAnslis7kmJIv0dMqzaO8mKJSpXTKyFg9762IRKZCbQmiEsMgFMRsvkyqi7PTHhOIJAITW/ltpck0Hj8KDlDG8FDjuCwkR2DQ7mTRyhS+N/jwvLrtIIaVSNlPskyBHEMXUl0oxo0qoLkRuMzKjedWDmZnMVDjSjuDFqYXh2Kxs5qWJqko1e4MWH2CilJNCkhE+me6LwxRg6fMrsBCIUtatjrOftR3Ll5gwT8t9DwMfdjJsVejHRmCMYVilFcoAxjFJhMaOUxi2C77eNjwUWg2WpaVqotT6KUdaV8+nMsl7Y365s/YZv0gHaZWXZTrT7DS/Bb+53fno9sywnzpcLH84n6ocLX7688nbTKOMpb9iBbd9JJZ7GVA5PM6ektYYzunN1x5dG33cWhEpTqqj9NT0bao46K1M+pO/pySQC0RtLKNmt+Zwag8WgzoMppvTskaxYzAJak3k8n22A9M9dnYRacsz3DIoll28x0arHYERwz66hhajUw4OFLPJM3kKiuCthtkjPmiqkug/538gQMNirTAEXK2LrlsJ6OnO+nLjfNOlIrAFNZlnDWZaSrJh3NL8IzMSqIaAtC6d1ZTkttLb80DD5X+QrPDjmKQVax76n2WNn+MAYAilIcDfXtLogGftDLJQp8WFESiEFGk/pzAR0dcBNhl8aB6IY7cjLxupg4uJiIOfecWMMxf4JoJjZRLszoTSw+gDKs9t1dKCzAzbD6xH7zQ7m1AFYRPqTuD8M/mKudZQ45HtRTFppd6oPasxRv/OcUgKKPyjJNa8NI+UJj67nNH90BFQduuH5DZZxNUGLOVXH01tC4Lo69qpZHuk9pqSCnudjApWjFnwpxK69pQlMD+PB7sHrbWe93g62QwHmdJ7oQ2Psc1paFBMTZCBAoDu+9QSZ1JEU47XgTafpoLCHTOC3IcO85byqW2UqYMa2M6okGstqFGvcgc/XOx/WxhOwLC2bF2JUuRllWTg9PbOcn+kvL+z3N0bvsDTK05nl9kS9XRkEv7u+8ZO3Z5bTmfOHjzxfLtSvnvny7Weu9w1vi/KRbWfvg+16l+ywNk0b2wdlmR3jR+yPcHxdWO4bDWOpixJWK1itmiA0TbgTDClLg9oU+7OZbyFjv2oaRe3suCtBLsuSRcs0ncx8w2YBqlxhS1fXYw/URuw7fQS1zmlVCTZaTvNqVUyVLl+T+wQTI6h5HixZKFGKCttMe2pRziFfOk2U6+kjFqjZ1LtG0C8p9TErLJcL56cz233netsOlmUNo1FoJQTcjpyIkmCmgJ+CVaiL2Czr6cSyrv/fBc//P3+J3CfXEVsWmmjSjO6MORGHQVNrV0yhklBAT4ZKPhu9YeBbYC0bZ5kFlQTaVRDoDC5WEjgha4GMvTzAN9yzsfiOQZr+F+4Zj0JrboLoQQIAwVHMwR+D3DPCpmD1YPsLcAjV/Pl7W/rq1ZQPVR7+iV7n+ZGsYTjOGaaUIpt8yRlIkN8eFzV/hsxNEwaaX44JCsVjHyrrmweAPmzk+2C6t1OeKylRUZMyP2PWq0xIZd6leffjYMrofSPPnEZo1HpbiFrwoed2WhprRErIofsENwbsOxaLAJDIusrlnWXFsGpQGsOKRo/nSHRNDWuUddH66FI1kD6BdW0wQr6diKnvvWP7hrWF4ekrlvc0LKWApkbAnrLy5kHZdqwZtl+Jv/v39NuV69sLX/aNEW+0XtkDrru8mbysYI26LGpwUund2UekWl3TJk+10Sn8g8PX25XL2flJc/5iMb7t8JteEoyMw5/QTQBlYDIQT8ZXIEUIPvdJNshJI/jMJXDH1naUl2FBa9NfJFf+3pUHLIWoQqBKq8kiLVho0IeVaY0MWXQiWaQh0kKheGTTU7/B8mAqaK8ceWOpHCOSc63GsdtrsmfSY6WYAKuStWzMHzmEgAh2fTSPPYkMZe4XZhNM044UeiIlpcIdfsjrh8PsId07wE6w+5AJX9Kj9p6qvq7LLMU1fvXQOQrBlFN2mu8h5sIMfrWW46FMszgBVJ4Geu9wBcHHhBtRoVI4a0ISPeRkb7mwZqCCKYtJhJeMKeUxklMd80y6a3ksj2Q9TJrYpP3M5HoyXx6cEjvABP09oZcsFmsVmj9z7fe06gM9zVeC46KlZuAmRxqbH2GNqS2d16TpItnj1wdFZrRJv0tKI+FJ9Z6RM6U685oiYaR5IQbUeoAhMe+nmZKw2lTkt8aG8Xk4tXeegTYLnpx7Hpv8UGI6bkdKL6oSJT82TGGMjTH9USjsxbj54OrBWBskqFBKdnjzcKKHurSl4jNIR/DZxZZ58mDBoMrYbA8dQL0Yl599zc9//kuuv/sDv/m3X+jrUPAecYyWfN3V/fzdtvNxH1xqZWlnxvnCGsY2Xhml6PcvlW27s3sGqZIz4O3dGh0JLEVoStQY8mGxwnOrur9wdAAn/WyysFp2/HzKhXJpjNCY11I1aal4wKLilX1n8wGDA1SIifq+W4dlgo9oAlffO2Mi06b9Mml5jvZWaRX2NEpMaiPAeuwLjuTZkneqok8HhrVGJWieiHoMuid7yjVmbfq8lAJ9r/SA1+sNwri0hXVZJDuwxwHTwymt0Rb1m7XGC8Wk1z+fVtZlYfmRdyODdIEvafTdu6bq3DfGvjP2nelvZNihRU/CiBI0Rnay009l+pdk8VJyEpaYcyrG5pkxD0lLWmmkDCdxByrGuRZGGhOOMSd5xcFcPPLJIw18F/snYyR/x4z9s0vnPjIRiTxaLQ/dBFCOgz8eoPtc1POcyV9oKNmeYEO8j7Exr2cC/XntE+CYxUlJ878xU+mM/3kuTtbX7LrORsExwSYyCXZPqU2Z+fBx2CgxjizC47gYSUEa9Ko4XGu2eNB7nTL2FyWNX+6d2jY4ZWEcKfMag9h2FVopZ2EIiKe7JqeECzDxgl9vom+HGD7DBvfhXLeOl6YEK6V7cv7PwmRoWg22KPYPw6Pzsu9cl8ZlDLE3Wppa5nPuxXj62U/46Z//Obdf/5bffPmeOC0qtHdXcW6F69b5EvCH250Pe+fSKsvpzLg8sYaxf/tFfjtVrL39fmff71rLtYiNK12OWKu3XfIIgm1T7F9K4WyVp0Ux1yEbDlq7Ru4PMyXtZFFjKXvKWI4NSksmbAIvdVkg9HuiJxtj5jg2i87ph2TSkKOf6fuGbfuxLg72oZGMXvkQ2FaJ3hl7dpgtQfQsYNoEe8bMybTGwwNbFrHUvLOMmt4lmdOlFLdWTRcqZvR7o2O8fXmF0jivK8uyqAgh5WTZYCvryrKsOfIzwFI2tSyczqd3jJ4f8SvRWAvDR7CFmlGHN0XvRz6Ka38LTA5NuZogxqF1nN47uQY8m47LZKmogfIIZ8mCJRkomWfK60C5dJm5eYKgRjmMxCOZyJHeLGIl18yVMlFG18PxJzv+f1h3Pr6cDeRgToLxPDtmblkNWk1W3pzQ4J4NVOUZSh1n3sYfXcPsjIP9URk3v83IPDuCHL2S7EFmq0O3+vGOHCBKkGOqc3pJTNbKcSo+2Jb5s5OUU+Y7TeAxHqygYwInRmnALRhFLMGOiv62KH5GsmOO3xyIiR1iUKipqmfLcMJSOluyyWdGPaUUcIJLE9UqyndrUXOk+56sp/yEI468IUJ+OjOemqPJY6Y8o9fGdWxs946fGsNWeee9fM9+fWW73oix006BWec24NUbdyv0WhnLiq2r8t+S92xszEl3p+UkLywfvPXg73rwoW/8cnX+dB183wvXMF6RRDI1WDLsH4OTFUofqTSwnNSTdV0CBl6mDNPFrKkr1KyPSnqGuqUga1avLmboBLYdsQpTvhUEpCeQFvz0GimP5zBzF5xSFAukSsm8zZp2rMlGg2KMPsRgjElYcAGGRebL5M+bcZwfuVCOHDEmlnuwYnROTiNm1e2Z1w2Q/1ICKCE5mR7VUZn8k68fPuI4i7w51ni730XL7Du40yyNwXZ1JUuOq6PISGeEs40uU50hdkCBY7zd0SmcSYzHYQIzMtjW8KQsJd3YlMh2F51qqUZUdVa87ppQAEJWQkavERyjj9wVIJaWcgiyMM2HozHWWnAjF+ajkCQTyzhwBSMNDW3OhJjJbRxA0SyWrRSoDafnvS1KUIolq+YBhsxoqOKBicvkmVSpJdkoeRGSomUP09SBsukyH0L9j3Fwoicc7zkRXtBBqJFxnh3EpAbOxBodaD0PudICYsWLAAkvC26F1zDYZT11KRp7XD2T2zykIiK12EEUTw62RP5uMLZOp9KLy/sEuHrlLYwtBqdkoOiAERtDVL9kNnnHhoxnawJ7r8B398HHuzpWtTVayOCUOQ73tPDxz39KOVXqX/8N/aaOexnOYvBhWVj3gZVgi+C7+85z7/ziJ59o22AvK/4MXowXRzT2ZPREE90vG8sySItQoN8H29YZ1VSAjtSGe1ex77lGmY1jHaSaKKBuPkmZD3vnoZPFXRzBSWvIx8BHZ+/O2tYcZ6o1nmc9c2GaVahab+u+413O5t1d+kMStQlJn4qpcBz+kAzMoN77oLehQJwpS+86nJeSxc2AKI1aB7U0LHqyYiIvIw6g0UrSeN25vb1hFM7PlaVJh1+LzK2rTVpqIs6tpvFiPQrPEdn5+WGx9L/YV01QYUTQe2e73Rn3TZIOH0c88U3gRWmVti5QNYlnZCfbd8l+Yt/EPknQk2KKT5aTxVwsIycOqWjxIRZW5iIUAe1kkdmqUeqSOmBn9tdkXpexv5DUZPA0Sm9r+l3lZ52A9mQ1eiQ7wf3o8pVJuRoPNshsDtQELGbaOs+Fkt4iNqmxTbTVozOZPzePlIPZUlSAxFASyTuApRSxAKdcaP7wpIxjKopn7K+Q+1ySUT++jwN8iVJymprumyRXfvxnQ+PTJytReLyKU9ZGtAVbG74ueClc94Fd73gxzq3SQvp3m8D5fF59zNCke1uLxkBn7B8lqdcFjYF3423XyMf1VFiqDErlYaJEq+8mWu7e1feynZqd4bfhfP964/ntTl0W6rKwhB3eat6d+nzhwz/7U8plpf6b/0G5TYANZynG87qy3DYM2Nz5/u3G09752U9/Qr3t7O1EfAxGLbx6JIgsH4BoAnXmoyPk6eLu8Han7ztjabh1tlbEPkzT1QPwIwsxt2M9ePoBMDpuk4GVIrCIY72WrHttSm62wRgb6ylBBY8EEgW+kc0YARxij/T7XSDQGAx39sixsSNBtVoz9kvSecgrhvbe2DtjGUz/BAf6rvO11aIO/+iEN2pdqFUFe3SxDzQ+dq59oBbaUiljcP/yAsuqUduXE63WlJNmsUGyCZZk2aKu6pwSNEKS1fJjj/2mYhPU2Bi9U0KSR2J6bSjazSlmRmB1rheOmBXEMcFRPgjJGkGAteQ5kUWNP4r0bJS8h4yPqTIojmnvpCIoz3WZWT+A7+kD8TCdnPl+srUnOJcgTk5kziI9c4xIaD6CoB/NQ8cwj4PF3EIeDCP/TXI3ZwQpe8yWZSkHCzyC472Fc/gBisTEui1ZlBm33zdbC7NYeLzKu+aplQn6gxcZPscskss7DnKg/T+ZOwkQPQZWzFL7IS+dlgBTOlHS2yzKrvrPYCmyFvCRBa06Zowuj5UJpNiRc2aT1grT6JaChiKsa94MO4AX6sBG/nzN5zn8ABE8DI8dSzlfmf4eVhRbM/fzvrP3IC7G3i7cxwt77/RSNJEwnLHfiLHRirNUVe+3DbbdGKvRi+G1yZMq11vfN0ZOfF2qWM868wpeFn7jg8u2czHnq8X4q1PnZQT/tgf3yPM+exaMwBZ91ppbrFnWznDsFA1tIetfkRemaXZEAiwExQQ+hSuWRw9KDSiL1uCQJ957abIWmBizE/XUJCatz+4yCGYk8DnZaHkWaS3nPsy6c74VKbtRMy1jg2vVSXbpqXT2AzA9GMIhYGnK2QS4J5s5f79lQ0wxzDGazlPyTJ3X+QNe/xlyHqd7sO2D+7Yxtk1U1JT1+MgbE5F+IqbRTEMJ69YHW0p4HgZ8meSlSehwSQYEYCUu5qInjdEZAaeWDIAEJAZ5c0tgIYbH2rTRd7oMLk163skSCvLJ+UREpYHCDveLA8+dprnT9CrsXbKbBerc9BNhxyb9LT+DwcS0Iw2kZnE7kdRiGah4F2A5zh8l/hHYCErl+LqmTejxl7wmLwkUexAh2ctcHNJP6y3H1DraYxGW8NSrCzEmE1zLolf3LnWkwWN6eJPLsoUOEStVaGyifC8R9G3wsQaXEpzIOnwW+30cfjDUekzeCeTD093ZCuxumm5TCn6qRFlY3EXNLbOLpqNcBfVQAhg1n+nsVgT3WvnH3nm63SmlcjlJ1uM1D5et892XG8+fO+d6Yr08s71emXe/YnxVjJ8ulWHqEt7C+e7lxtPXwWltXJ5O1PPCVuH+uhE5/UnmtZXuacpZCsOl2de4vKAy6PfBKEbvcDVNvuh9YIu8R6YJLqgTkcIKsVsi/Ulq+rugJLZlklrLlLLokNfNHtAi/c2SgZTnV0sPiTADh9Yay9LYN8lwSsoTNFMrREEvSjB6NZakT1kigyoAhnT6KAkoGC1E03YqzTRpxwjwymhiifjobP3BhBqu4rumT0z0TowhxL/J32Rp6lj7TJbKg2mjgkRJ/0woZovoYVj643y5aZravu8CUG53Ru86cHtPnXE+/1rVcc+E213+V3uOsDX3nPIWoqLWptjGnMLBoUc1DxVou97H1qDVdoDt70e8S+5Vjq/lJUlmFnM9J1CeAP0jYY2JSihhzwx16qXlik/qxR+xZbIWfV7PDNjG45CeSTgc+8itHEyCI2G0aU4uAOXBAtBVy3uGNGuzh+zHSBYG6t6bHbFflg/KvN97e4WhpHMm4e5ZxOQZJ1RMiWUfh4fQBIaEKim2hBmsjdrUhfClMdaVWJYjKXrdOp0bz6fGuchgb7LC8K7Yv216QEtLAEUTk8Zwxuh0YAPut862FHyplPNJ07daToOZGhZLMLXJzNRK06SMkVp6C3pr/HZ0Ll9eqEvjfJGEz2syjO4733//ytN3d07tzPrxI/vLK7pjkpR9KsY36yIjv3Xh7s73n9+4/Mw5nVcuH56oTyf2AtuXK/RB3yRhplZNrBkOS8vR7GLolAIlBv3ljrdCT/Pu27bz3AelkbKWjP2zUTD/S7PhEipmrM0VrQkkrdYEMNNbJunVllNsjpyDnMAWpFwmF/PQZItlWejlJp+IMWg+BKKEAMe1ikHai8ngfMb+yVAYih+PrEfybPfJvCo0GubO3iqjNdalEXuRIXWyEdwlF6xVXka+Kya1CNZ1YW2NtrajkdDHkBzKILsCWv9F9+QRKVRg/5hfxvRBrYyejMMwTaxkno0CzUZKudps9M2iuYveLyVasvSyKJrGxUEw0d+Czpwpk39MBhELtkxmAgiwzhiu5ZlMhZrSLUtJcsa6WfhbPvv5c/M5l1zziS0IlC4TLJ6gC1p7nuOfU07hCDQZJpkylpNRYub5eabESK/Tmtcsw1QxbEw+f8CkhKjpmiyMyM/8rpaw47MdODoTcTjkqWnM7jabxLP5ps8Y8mE4mnJ+eHLNoviYqXJIPmeTddZDRQefmD9LYywLvt/xbHquxVhAMX8o75O3hca265WFa7J6pBBRo76eG3U5aVBDW5CnyWD0ZFRCSgCd7b7h1jSxa++SyFuZFLljbZcZkwyCzujQo3ArFZYLT31nTh9VHuTUFsTSoEEdO2ayCxjRoC0CAZHUCBO79u6DW6i+bQZRwNI4VedB4x4r/zAGH7tzrsFPT4N/HsaXa/Afb/LwsyjUtIPow6llMCcxPZQOek7hYnGNsXNkIe5YFbtP/K0q9iBqhLhlU7eGQCUV42pQ5R4Mnyb/md9kPZCXwXA1a0raQ0giV2nEwZCZXnOTJRZmySqfM+kScDWtM0s6veTfWpdjMpTfgXuWawfiAQxmsVxygZeSDKdcBNVUXwRGD8c6xwSyH/L6zxhx7PQR7Nudnqaws1vmXRRtFTvaZfsINlfiLcBHRfIsTCwTnVkkR+qmHuAASQJ/dE08nHsXDX+tC62RhWAife5pZ1LSw0P6pvtwwgarWXZ0tFllciqjNXUqEt2JCWzEAS54yZUfc5MrYNdSGAV21MWqKTPA3hnTTEArXaIf7xEJ4Nm7eyI0zVNbr3WZyW92qlTsqfAQwjpBnsqc7GCQE5S0cK1qQc9Efi47w9JrJVHrSBpUKMGLPiiJ5Fq672eJyciOYUE6qpnY12K4pVauaIxkDOfVg60PzuZ8BC5o4pN1jblMmJ5ooim7OyNEO7yF8RaVNwveaoVqnJbGqdakGiYtcI6WLuXYnHmzDu3dREzdCr+3gl03IuBXOOd6IZZFo3975/bljc/fv3L+5iOf/uwX3G53fHvLGxxcHP58Wfh+XbB1hVp46863337h09OJaI2ISh+Dsjq2dSAo2eYIkh5bK7ddmnkMaluIbSPzDboP3m53Pr9c+fR1Zz1zdKyVS+rB1lJVdPTOLYuK08n4UDUeuTatkbVVWlXQdIdihbVW7sPTHFZBso9xOGdPwHB2NEsptCyC9z4odcdbIXrFFiNqpTOZHGJalWoqCF1d2DkalSz+PA/lms9peuRYqZTSKNYf3SQfuBfC6wH2bL2z7Tu3vmMG59PCsrSju8jQvl5qYSmVpdQcmabn8agTBj4KNRk1P+bXfR/04fTbTd2U+wYZo7jv1DEkCUsKaPdg7zv7XaagkWwATaFKkKLWBBIyhvnIbtt8Bg/Cb824t2+BV2fJ6W3TI2omN80Ub0qpFOShsXUd+Ouig1w+KwIlRsaeWtvj0EyANXtESTjJRQFMeqCZDPK8DIalL5DPEd7JFONdsM2C7/358aDPZpJt9vBYgUyAJ11ZIMA0RHOyyDgm18z7lgCP5XkRTrN2FC/v9cbTEuxh/pjfM9kqe4LbPhT7HbEQgShVRnQsxNABbVUeHZ4TfFhWfe9wrneBnqdmfGiFM1CHY3uH600FfKnEkia6fUhbH8G9S2t+i8ItJ+ic11WTwZblUUjl6LFI/6mYuYCFWI0JjFqIRvztcOz7F8D4+U+C08fCclrVXPCd2/cvfPn995x/8RM+/c/+jNvbFb+/5VMLLhh/ejrxeVmw0wla49oH3/3uez4+nzOhXum9U04Du90h/PAFgIItBq3S95197zpP6wq321yB+N65vd348uWVj72zzvM9xNiyBLlqKTKu3Tbuw2EfnM7wlABybY2K2H21NcVbF4NgbY17v+vMz/HWPRPhWh+eQTP2W5XeH4yx79h+Z4yF1mVQSLU08tP6rulrFZ5jqkGJbOZmzLTITD4YHhplDdAa1ofYpRM0Gmri1eXBmN36zrZt3PcNq8bpcqItov37BBUtaEtlqU1gUhbuYXYUI2MMvA+qh7T/P+ZXKdTQeWilpH+OnptlszRGMktqVZwOlEN35deE+Ao1fTdm59nz3J0myYfMkERhClhO4JhngrwL00cuGTKeYLofDdxs9uT7eNYSM29Volh0rptlvi/pghgupERHCYh+f+axCVWKJWm4KbcuJbCR9bkZIzrmKw+DSztas8MHfQjgnmPfD+Z6gi2REirF6An6zFI4GY4py7EEX2aumBx0jkaQJ7sHyelmmVOKEZFSW5vvqSaUmPeZox6NSTXLOmqEqDguCXqVHKEcCVxXmcCWKsYZkieWVmk5GhefY8U7VtZEp8hqfFqbKpaU85myLrS1Uc8nxXMPos9aSU1f3wceYvu53+SfMuSvEshby6pAa3f5R46Iw9JhdLhbcGuVVoxxOtGvC903huWEJmuMYoyaXioOnQZlSYmtQJRaK2Wp8kHZnLHvLEV5dmuSiavEHGKU2sLr1vmbbeepBH9xdn55cv553/lyhz/sCXbXptrIgx5FNhuuiWWtcMgTvRjRA7NpoJEAhTteTBP4GBroYQ0PZ/eRNWY2ZrDHdFoT42fm6KRgYMRg76kicF2LgD0HahYYKC8wERYO42hUk1uCpdOgeTaHlQu9Y8+4WE1FG5yJNh55T+ZdZdYS2VivokYy2Slhlp59c3y31k8p09aDd8yZ//HXDwZR9m3q3kXnXRPQG0Xjh6s1WpMN1BzVG1P7fEC7fgQkbdh05x8ZsNwPIEH7yXlo7/KPw+luLOYUSy+EWtXtHhp1WqtRrRLVU5cfB013klg80VqZHo5jVCCWY5bre0bIOzR6JqqzoMQeRaZPWhtMycJMog9q4wwS8UjMlZ8okFPSa/sdDJahMg+GB/pbinAZMa09kW1/dIzmD3PcflG48sAxi3l7xZIhQSmdUo97ntcjxD8pdyRwUXWQ+khKeqnJVMhQnuM4HZ1bu7sK3Qi+9sFlDKrchpkj1zxkXNZjsFvl1ipvrXE1jSO1Ylgm0LY0ypCMpCTkGKUmBU2MD1Emx1EwmJFASuVeCn/fB7btLK3xi/NgiUoZ4MXwvrHGjfP5K758/ROWb65sv/sNMV7ACs2Cr2tlWSrbaaW0BQdetp3izodPFy5PH4jbjeu3V+Le896KOhyOPocFZUNgVK1C0K0kGKcCc4/O58+vvN03nj9mKh8yJraMaHVtWN8ycOs9WmvsoS7k0qpkT/XxbJYaUPU9Y98VgEOFYYTTDKCiWT8kaybVwkXGoN47N/eU6FVabQpN+Ux8AlizwzFDbCYrCcvA1CCXqcPPYhIx0LzJZPfBEpnGYJKdRXdevrzyeruryEtH+ZHFs4BC0iBTPhzL0lhNxdtwBdhI+v2+9xyR+eN97febHtnoWO+siOo5LCfGrCqoojwYQdMFP5JJaCHpnibxTCZHTuLIhKpkUubBrL4e4AMQe2f0QrNCbarVWhVjoe8j9e/xGI2cSbkAGjn7T3lCR2DBMJjjimH6cqUvSZ4RAv50DfPcspnk18nm8knQyMNeCavN824WvrMYZdLd588b3kKer3CAivMgyJCVwLwd8lf3EPOgaMz4ZCYo2M+fj9Trz2IjY7cp1s4zpZaSoGYCQagZkHZheoYx2QqWgEkhhp6ntUV7JeIR30gg1PS7X687ezE+1eDSByVj/5SPRBTG7oy+s1ths8rNjVupjCzmS2rN7bRiW6e6WJKUIGqabu+doGJLS2YEKnRKycYI3EvlH99uGMohfn5eWVqlOHgNfLuxsnF6arz89KcsP//M/o+/lpeLqYP3aV1o55VtPVHOJwLj9b5RffD06QOXDx+I1zdur2/4XdIXqw0bipn1pEkQ+33TfVgbse1HPeHRFYvvnS9/+Mz1T+88fVKhpJTJ9UxKoa4Ltt3pPTQJw5xaG/2kKYTrSRPbbKnqMkawEERpmC+M+x0ijlHG4VAXINlX1QAr2bwJ+bjg+L6zvcg36Yj9NmN/0tBJxC73hIsulQuLh89F5mDHz5jykdYqXhu9iDEVmZ05QSdZa73z+t1nXq9XYm3yIkByck1aTLZBgn1WG21dWHJ/TnBHI9A7fdvlDfAjfkXGuWIl/c+mWbdyRx8TWkjPs4yZ4cFSxVA7Gm9H7JPuxsc4fKAKFbd45MmRUEqyJCKLQPnpPVgYMzLWBMEs/+6I0VHDEijLqZ9wMBEO4I40skfxzVL277kefMbUGJm5KG46s5hLkKce/Tp5OcRAkKAf+XsxMXu6O8Wc4kZUO3wt5meahfDs7k++jq42G6j5vcYEwR8ceiIISykEArMmMJSDcyR1N/Aox+eCafgrwIRsesymtnoED6Z82BxW8aiWVIvkJJ3aDklNN9i3Ac2I0ZNZn+zB8INJHj7HjeuGWavYUlnOC/V8yrHtxjCgp6QqBnMUtQpiDa1gAraEgP/8XVFr+rXIqxAi64VGPy3YKmNpi2AslbEZPdQosfRk7Gbcx43iDZZGbSdJzFJe1AOxpsqgWsh3z5TPLlWSHpxsdhu7D4at/Hbfebrdebbg5yfjL5+C73e4XTufw6hDgKb3gZc7JloLhvwcpwHzjK3KpXTO9wlqOmK1kn6TRG6GwtLsyJWO2rTq9819oemH6bE5m7hZH9dW5xIkfFAnYJ3bP7ykB02kl5ZJapY5X5jqNTFyJ+AZR940QW+bYGlkM5rIhqhYcYcxtSVgExruMuHAanMfp08fgGnATanlMFn/p14/XM7Tdwx5WWiqjQJRNVhPayarCSIgqYiCpD88G1KvewSi40GSqIZYBCM33SOIzMNXCC0RbKPTRqNlgdOqqE7qNJG+B01atqFgMHzQoh669UnU9DHouagTSJ6PKmnYSWSbh8H8JmYQnlSqkp4oCaJkHl7y8FAgNaZLcEW01ekQb+mcK62g3o9cBDqb9HP7gBL1cfD/J5TTOBbcLDQtuzDMlS26dnkk6JN9Mz9boEAWk1sJD3PEMq93TsrIBV2NSVE8jBjzc1syEHQTK69jZ9sHH4fTxqMYn+CTe2GUii+LJhScVkro8OnuMmoF9kn5DA4pRykVD45pACWT5ONl+VmTsrYDv2sLzQN72/mlB0sYo1W43fjd719op2f+5Jc/43nAP243rt9uYpnMyRO1UteTEvtauG6Dum88LR/4+LNn+B6u9zPr9aYHmIV6rmqsVFoz2O0o/tRlycTECrUuGKE596aJBbNzUouQc/PBZrAAdRXbZF2q9L0oIRnk14/nnx4/Ptg2y3QlqdXkOGGTf8681sID7BPA2LntejYUdTrXdRGaH0ocRiRIMZ8ZdhSeYVNak9NZsgNaJng41PFZWmFL80P3QXTAMnFvzt433l7fuN53KI1j7Fuud2vGUgtrgkmtVXUEQB3IiGMKBNHx+8bS3q2dH+HLt13g9xgC1Jq6Cw0ol1Ma2nFIH0f661hKEygQNHWcEfAy46t+wUg9fBEQPhyGJ3Ns0jGV+UXAvnVaVUcLd2priegrIWu1UGxh37vG3qOuem3t6K5MhomnXERJA5noPtgfmvRmj8TkKAQUV+dJodif3mHFMjFK6ugsDLAHbdx4xH5iojNHE8GmtCfPPk/pUXeOYmCMB+CRF5RPzI63ZCZVeeoyO4D2kPdM0GbeY8ZOKaYYm3pkS/Noma0HNgwbhWJOtCYJZlvUAEmGzGP6VZUXSO7967axe+cDQb1tj48fBvuGhwpmP1WiVVo583Q5Ke6PIa8QYB+e3lohU2kCWxoexjbk4VUCsaQ8k7HyaOCUpbK78y3QXq/Ydys/d4HN3hpxvfH7f/yWtj7xp3/6S5774DfXK9f9DmuuOUKx/3yG8xlrhfs2eN02Lmvl6ZdfE38o3O531rc3MRGDh7bcwGqlLRXbFXtT75ZSCKAZdV01lv2uSXetVjGu0dmjANYpZiwGZW20pbGcmmJ/KOcaYfIkm2d4UaJvo7O1mhkYGZRhdIci0HQWvDncVvewauTltu+aWpIMleV8SomXH53tkZM1JjjpmXeDfCIwQx7AkuaVuZRd3ddl2elNOaS7OrtR1NUtOPt24/r5C7frBusikNxIKVrBmoqXdWmHFHVpi/KojP1jjh+Ngd/utOXHbSo+m2eS3hRgaH9loesRhw+gFxXFJbvwxlwzJo+rzMHn5JUeYqkWqiTZpDFx1e8S8KWue0/2uKRFkbBNAm1ko6e2XJ8zKud7vMtZRzD1OBy0f5uyisdkkMEDwGCoAFPHOjCGzGMnEG0mAMgf03FK1gWHVCTXoCcwGJm/uFv6x6DPkjF8bpM8Pjlk1Vmb5NMhJiA5Aah8n6MJYC7D6vksyClGcDSzgUcjKx7vPD+tBnTMczsl3vl3McB1Rlo+jZGd2Vqb4ui+KS/wyPPP0ldrnlsJ4LgnkyYlH6F1ta6NdjlR1oaZwKC9qyE7RhxXG76n51QCYLnOlJ8kw76UhKgcXM2OeVB6XdjN8GWlrqvy6drY1zPb/Up3WLO28pC5621UohbWdsHWC+Z3Rnf20rSGEphwBsM71lahbbURVrGMq5GMPQg6jX9w47nvnGrnqyX4l8/GdQz++xtspiEJUy6nteYP75F4SN10Ni4CABPExjvT+ykhca1tn+yyGXsVk6MgMgRB98lEge46y6Z8TGb1ELXKFzR9ZqapdxRJizVdSKPQ57nkB8jpYh5HOxhrh4do7gEfTlsaqYZCSrCQb1bewxIJpqEmsyYyaq0eUw7RGvFQ472mdM+yWfP/8xHHY4zsDPuht4actpKjWUc4vQ9N7PGRdK0MDvkq1Y4mmW5IpM47E0JEHR9DjIeWxniRS0wIkeLgvXdKsTSmVfLsHvlvRqEmNVedle6d0gssi0JBHgIlA4Vl2JpjgI8RYILcM8ktCTLMwGqHydVM9i0TVE+Ee5omvh+HOTPHOenBLPXHGaBmMJ7lBkcSrh2neyj2zSxI7RFdj2BcZmIfomMfiTTHJYj2nB1ONRYSUpwAThb8M3nvucAUiBU8iZmnpkeACTCRPjWpYiQgVSt454axhbSDPrsFVc9uXRbWdaVeLpKMYBQf0MXk8BHcdsd2ybRKFT2tFJMEw3TEmsuEztO4TOFWTKPRI6UhMv/7thWxWl53fhrOemqwnvHf/p5XwP7nv+Avf/bnlO2Nf3+/49uNeCmM+w0/O3FaiPMJ2oIvg9tn58vrRv9+w6Jwenriw+uV5e1NBVqDspwEGrjAJXUTtOa24fRoYM7z6cLHy5mnp2c+nhpLK7SarCu1CPF0HTYKy1LF1KoL1EYp0sGLNSUGTB/Okknpfeh3St8oXmqplZLUvInw9jCaZeKRAGV3Z987r7eNegpaWzktK8s6lAQFKoCHZ2yIA/ipJbscs1BGY/BKVcJbcq11N3akV+05Gnnbh6Y4WWUZnXs3tuuV69sr9+1OuzwlWi1t8FqrwFYT1bw0WJLx4inFcB90VarJyHLsxw6i9GTjxOxQ68BuoKKVYAxRQY9pTT4O5uAECkttTKqk2CcJlFiykcbIka/7AYrS2hFf5uHnEdz3QamDUmVW2pI5qHhXsGqpufbslgz6kD9STGr2LGRnPJzAesQjPZ8HOTOnyMTZ4wBcykxOmAzFjDdEUstTwkY8AMR8r5ojtTMPOejcD6Yj2XpU7A93WeaaZAczKZgTurLVk5/nHXCehYOmOihRtannyeR6vv+M/SRVnwQ1o2jEcOxdsT/p4Lg6oKWU9FZ6NAHKWnWm9KR61wq9c9+dfXTYPVn1BStBpbK0ynpZKc8fqMuqc3rvsG0w1A3fNse2u1hRxeiexUEmo8U9zVUBa+nrIhmllZLsFbIJAJ8j+LsvV+pwftIKy+WEXZ7wf/hHXoHlX/8l//xPPmH3K39zvxO3K94+M16u+O6wLnA+EeuKL5375y98ebnRv31T7P/wzPOXL7Rvv8P3PRmILScTCXh2h5Hs3n0MRhG4+/R04cPzE8+fnnk+LTJdrVo7tWXsJ70PSqGtjcVyUk+VwWNt9TgDHrG/Ea4R0SNLRI0NL5TWUrKRnXxXAVuR34n8TJw+nH3rvF1vlBG005nz6cRyOlFMU+RIpta+7XiyQmpVt0+eBBzrtTadO63VY+32PRT7KTKqdo2LFl270Ufnvhf2tzduL1/Ybrdk+KTBfyksi1iYmGksczMxaWo52NKe8UcSsCJ2bP1xx/55/lLAfKeWh++AZg2k7Nxm7Ig02a5ETfNZF1vo3p1r7+w+BKq4aPq1ONaMZsbTWjmbS31HzQYmkCV9me1uK+lTZfRQ42nue0l6OAwiBVYrt4zhKRvV2V7StHS4cm9PYoTB4W25FPD0eVMukrm0oTwz491A4N5aF5mxZ3PUSRBcnKlk6GnP9SxCq012YBxh3HSbJS13FZhiLj7OC39/Tw54Y6ocEvgvKJd555I8oYcJ+ESefZFvbOi+HI3sdzXcZBOnQPKQVQVzdCzJekRMRSvKG0ONTb+LpW04ZThW9WQp5QCb5J1RhA24mALelferV55gweiM7Z4sieSnHecY+T6WDNAEsErGy3efpQ9jC6c/PWOnU9acqXColTvyy9DtccWRUrmOgVOJumBtpS9w842tLURtkrh1jZS3Kl5SyXFk4U6pRrNKJ9jzHLZS2cz4u2E87cGpOD9dg3/1DG/D+Jt9SBrjzug9J5M1phx3Povs4mBhAo+ywTmn6cymeElJ1pRXYyTYlImJa7KUu9hnlMzFIgCpHyKcapXSCjMVIeOC1UUm+bmfLGsKTUFMP1IXe0hN+krFxVIuqBZJWfMcGtLqY4pSPfI2AT7V6iP/jHIwbjKiMWbtikCiSvpD5u8u6cH0Q+2wfjgTZchZeoSmi5REIYfpooY7e9/Z9p6dXHl1zBtWM7nE5FotJJZMZkV9GkMmfvJOSXfsqVWv72iBytsYEbztg/vYeFrlf0AR7Wrvedh2z0Q+TQiRxKNY1cxxF4gTcaw5BTNH1CcSLMlOY5JYmCP/ptTFSqK2+bDMLFkyCqYxA+TsHEb++X0GQRyPev6bzLS0sN2NQj+S7ohJP8xJFyUXMLmII94BRcmqYWo95ybK7zuuHCAemtBcaFYMiyzy89Bwm4Fbh4SHDsIJABHCORWcE9euNanXFRbHWwFa1s9x0PDHssDlQsmA5uHYkJmrAxYynBxDhVSURZ+uD0ZtkE7VDkxn6DINhhEoZBNh6vlvrfGdw7+773R3fm7wtG/U18/cxuDf/nd/x5/+L37F+c9/yeX7N7bbC7EsxNsV7pvuRZVZ5vmysvWdl7c75Q+fOX84cbmc2J4ufHh5Ydl2rlo0QtZHPwL+bR/0sUNo4tDT+cI3nz7w9HTh9PyB9XyiDwEflaClntXD1Q3MDqGZqHXyCCpATW16Tk2hMFJ7GrNjgjFGx0plaYWoRw9byPy7tRohY8DuIbbXcFYzljSMHL3TW1On00p6oeQ0jqLJRNUeJrdAdkYtk2xRzif7qLuYSNPnJ4YnDbbzdpcL/NvbG6/XK3sfLKXloeoY8tGZhYaFJnBsVYaKFjqse5owtQzUS2vv3Lp/nK8xxPhxH+p2h/KxUQRSTw+UbZNX1hHDx5TQvWM9lHIAtpGdqRGahOUuHw4lWHEYoE1WxgQelJTC2z7Yxp3LKTidpJMeaAzzcNd75rjEHgXbMomt4KPTc7ztZOdN01jyehRC4wBGZOBqD/OzSAJ0xpcHsyNjf2TCPGPy7DxAsq04kpYJbM/OJbOjmWvPSSklM76nT1WxoyCdSUU8DgDF/vz7BAknRVuvCarME0DnciQT4WCoJA36UOZaSk8jCBdza96Lec6LjTg7Y5kw+ZgzQKXLbi3TWRUIboavJ3j+QH26PGJ/hmq/qZgb+64JS8XEhC0hoAUhsiNjPyZAthTTaGU9iJSiVOx+w5YVLo3P4fyH774w1sY34Tw936ifv+M+Bv/9//Hf8Kt//Vec/tlfcP72C9vr98Sygr8d/iWxCLBen8/0vvP2cqX8/jvOHy6cL2eenj/kRJ8791lgBfh9z5IKttvG3sUFXItxebrw9U+/5unTB9ZPX3M6n+jduQ+VdbU/pLa7z/ucI59b0z3PtVFzlPgYI6eFaOw42e0LS3+TWmlrfffsH2PrD4BtDI03z4ZXuLMWk3lg33U2166EtFT56wxR7GOB8Hzfd7GfXO+11UfsHz1jv84B1QgqqAKj28b12thzIs/bl1f29DlK0xcsQn4q5QHajN7Z94EtTnGOOKbPKqZPW9s7o9kf50vswtCaoREmI2CRQSd7pMq/w1LGBUwvguFal7feNXmpd87AlG+0tVBLZY/gtg1e9g5n57w2fLEDFFbzS3m0+/x57Z8+BqPHxDQSzz7KJOq8XiYzUHmW5QRH8aqU68+JP5KqKhaWaofXCdnwinwXMs7oHik+e4kMnQJzFEs967iHxFH1qVjXZkExxeUpbtZRJBaPvv4oBTMDy7wvYdRsHDI/eeZSsxkcSWMRJpLxfoL/M/4LmTru+9HU5ZEjWlgyFQRyhQWHg4lZSv5R/tUWtlLZ2GDsrBF4DJo7tecAhSicWgN3GdLn9cXouDXu953NrpS2qiHdmgD+IM+7cjzFyGYYs5E7J4/mGcRwMWOtEiWlV8PZHbg8cb5cKOtZ9yQCTKzIkeeQbpfYCmGFG41STyyXE/W0Ujynvp7OtNaoCSZpGqVYfzUiRSV6vt0Mj54NnmwG1IUvw/j3vnM25y9P8Ksz/Nfd2e+Vf9g7I8d6vG9clAzPWieCtaylbMhqdoXG4zzPxnqpIiqI+Z7P2x42FSN0dhbkBWfkIJiQDbLArby3ccBw1LIcA0lEOCjJTI53niOWhXeyYSyShVY09rg8amjVlvFoNuW6PbYnNUFIgZ6lZjP9aHxZroVczxPsmRMmIj123tXy/9Trh3ui9HEUQESkBjpHDA91ovfecReaP7LQITQKtlR1UKYOG8QKl/+Z6efG0PjjiWiYkOW1ahSyuno1keM8yD3oY+ca2sDLookne7qaHYUb80EOsUbqRGIzoZ+FmUuWIjlSBq6SzBLTe1R40KbioRO0mEiwOu1RHl3GSNBEur04qO9z3Nn0GcncV94BlrRyrXOFiZljxwOymSjajImRNEVmkClCTtWQzCLW9W/SdBpm/giO2IEmZm8hN0D+2fIQ8LlhSERToIoOMH90UvNZiuo9E6ZCzKTa5GEzixMIjUhuK6OewEeaFxstvSu6iRExsiBwd4YZNdCEoXgASWmUw0SNJlo+kmo/J7K0okL7t7tMpAbGL/fOp/sN6zu3f/fX/O2+81/9y1/x5//iT7n94dds3y6UdaV4UPpQsIrCRqM8PdP3zvV2l5FsvXD66gMfrm+cP7/wCnRT8VbQmm7FWFCXvy4Ll/OZT88XLh8/UE9nnj99oi6nXBCeieRIuZLcv0stLLEkqm8HULEUcoqJCI0xA5Zl8RSR4MJgVNdnMjvcu2fhV00d3GzTq/NkxuW08HRaWNZ26FvdPSchGGszGIV97tWU1bQilHtGfy+SWew+17ASnFa07u6WQpCSKUmIvbD3ztvLK29vVwJ95tU0Wm+ysQTUdqKhDmXeh7mv1qbEx0gT3kXX92N+9d5lODmGAKdSsghGk3d2+Qf46GKS+PzeBFFao67J/kOHaTWUpHZJP7x3ARcuOU81KD31tGbUVT4OOuhdZ0zv9B7cuvZQO8kwrm8pHZmxzoyQJRxl2CQ8PUZkzricMgrPrvTBMrEHbXoy/mYsn7jII2lJuU1KziZ4og5oMjNdXZbJ7Js4+jxbCzLHn9c2AQnImJaG5+oeialJybHm82KOsynA5nWkkefwd8C4kpLs2TMTsemRFfGgf8/Y71lYx5GQ2JHokHKP6ReWBmHyuBiSxYaJx2v0LO4rs8qJAFol1hPeTrpn+6AktTuK4nILZ9s3bFnUrR7kBJ6uMzyQcenejwlQWHodhOE1O9spG5zX8Pu3N+U0p4WfX298bA32nev/49/wH7eNv/xv/pI/+6//ivs//h3771bsrMS5bDkK2gq7V8rzM33buL1dVYh/fOL0zSeev//E6Xbjeuu4+XFWy+C1SNbgndYqp08f+Pj1Ry5ffUW9PHH55ieU01nrxVNibF2SkxCTq7TKEmvGTMs4qxhmtQqkCMQyiRyHPddZhPbhsiQD0XLiXq4l0juanOyXI5dLMc7nlfPlRFsXjaCMbKIlcG+tQJfRuCYnVdalyYT+OKyVuMv3Lv+eBWtrhdiMLc90bZ1kG901Evrt+89cX74AiM1USIA+O//p2VHyEFsM5ZCZxCy1ZhOtUJaFsjR9lh/xS/dGOVK4QMpIQBamdwUqREgWSIjJuYdGf29dFP1aQ2PLMcJVRq45qamgJtf9PrjvnVLgNDvQM4+cMWUW95EgxBBQ3Ob38e7bIWNhdsXtqJvEljdLX6EEafJXFBCbK42s9blTtlIqOwYxJFPhIdFXzuyMZK7orW3CNikkmWIZFZPePUHK8pDuA4aaolRlrccpE5MNRIIiDwD80YYVICIg249zNwMhddY9kwWacNLci0WV7lFjFJtOEiPvhxiW+kySi085UEfnXzGnhkAPLwUvldE3iitWkV4gbhoJHFayeZv1lUGMgNsd6wPWrol+S0sj1irpbwymikCqjxwaYkUHaQItGOrMZyPB1fejB3itlNOJ5fnM0s6aOJvGyL4s6f3VmYmiLQU7XRgvjY5xR14a++mkSZ0pJxzh3HtXPUyhY+x5DlVXA/SoenJUvPw9VXz9zlb+3RY8lcGv1uAvPxijOJ3GP953sEXnT12Y/oDMPCskqUp3G+1fE0B90I6y/txz4s6s9SIswQ8/8vzJWjFLLxSUC8QEqkxy0YJqhFqrfOuKzqfuoeeVJaIdYMZDMUERiDY9syzzL8taeHqHWpAKmKzDTQ0r1YeqjYzZhLJDBuf52SLP6unb1ntMtS9t7qYfSEX5wSCKOoKZOI1IAzqj42wJoIw+8mBOPV3e4DE9OIYdaGpNWr0nwmUhQ8BRLJFeJa7dgxJKopai0VY95Og8dbOTE9JHZ04hMFdnJ/JAz7MgXY390Pe9f02QYQwIH4dusE36SQYqeHfwT5AEjk5pWkgcSNYElEShSuAmk4aayLgWuYpgy6ANSlx9UtNI5+IgwR+9rMgoVIeTM7VcI+mVDaGyljS5Y+UylaXkXRQ7QZ9UCVhLZogPffZihShFQTFCmz2DuVveF8+DN8jpL1mcZFHtPQuXeC/0UgcIE/LuVjTBwIfmuc8k7/CTkXFZuKjlHsEY6hjogDfR11J7WZZ5hOnwj9Rtxhi5vusBXtVaeQnnrwu83nb+Yjg/aZWV33Lvnd/+/Jlf/uoDy9NKXxvxdMbuO3a9EpcL5ekMtfLpJ0/c+xt7GC/7nfVmnD+eac9n/OWVkZRWkPFfH1qz56JDq7XGpw9PGpV5vlDXE2W9QEpkLAKLQQkdcIRAGIrlrPjcSw0VEBMMsMwSshDsxCFbmLfafEDUB4AYcYwg07pBIERrnE+N/b6wuUZfUnLqT4Ii0vwWPMSIMX90iZnAmSXg51nsERk8M8BimFVR/crkDKQcC6eEMzypnaNTquR9j/2nAF4cajPpLsdgH04prlGpSd1WUVhoS0t/jR93Il1C7LzDyyQptz2Nd/dt16hSd6rIrXKGD5kHdh/QdcgZKWFJ6i4uYKbCo3jPtaDRpUOyr7ViJ/likEm2mWFN3b/R9yzeAhuKCVHFtJrJgmK7S7D5rqsGjyKSCQBFJLUzrzVmp2Pq6ufdmV1Hy98xY/z72K8Omc4EfS55WZQD6JgNikkxPSYXZQJzgPARxzXPZgb14bo/cZRp+Fh5yFAn3X6m2lP+xNGlyaS5GNUNskkSk+BRKxGNaI53MQPAoDYVEg7YTNh1fT7E+vBwvDvR8/9Jq9cEFqNYQ0MEXMl2hExYp6FSMmAjZCAtaUYC5vtglKBUUuMeWO/ycXHPQtgIGw/pVh/Efc+EboLplVorr975j9vO9bsX/rQPvr6caFbZeuf3f/I1v/qzb2gfLvTTSnx4wq4b9vpKfPiAPX+gLI0PH75i2690jJftxvpWOH260D59wH/zuzxTsyhbKmy67lPR35fTieevP3H5+hP16QP1cqFcnkSNnrEYy+JK+U/Ltdqx43w4AL0j9hfknKv1tM/cyJWDyOxRE5lqyl9iPos0YPQIeZGsC+fzSj+viqPromedVzU7tlqQVQaR8Tg7SLmNZeHkmUxF9yNxFoifng45mvkxFnx23gPvd8bthu8da5IvBektMZyyD2qFuuQ0keE5UU4GiTW9TyLXf1vlm/I/xX510nsWWQBYZQ/PKRtVoCjkalQxPDC23hljp5ok8n3M/Fb5oWUTtWYD0Mxoi7FvKoqrVdpp+nY8AF+bJq+ZP6peUO7aMi+QPD4n+NQj3aYgZonSC71zlVbpiN8znlvl6JaPZOGpeFNjpvfMR0PG2ExJUKg5NvyRp6ioRcze2f0nR4wniCp/jDjy8QmE6LszRmOzNMhmDwcQ+qgZMrWKyQaMfLsyD7EEYBNI4QGGH9KiVhjd9NmYPn2eNVHNYnZKqyyZAaQvZidiEKGimmo6izdP7xwnQkbEUdSc3rOB8l5OOk8p0BuP7S6JUgxoFaurnmEmkIHObk/GmtL/gU82qKf1gQfRihr4HgJ9loXlcqYuqxrb+TncGns17ssiI9vaiKombhSDtnC3hT9cd3rs/D7gXlZ5qUB6ciq3mDVViWSV5gP0UAN1M9jDc8x9AzN2N/6+L5xvwWKdX6yF/+pD4RbOW5cMNdJA1S39PZKxOlvwUVaGb3RSutVdrGyfQOTMEZBpdOTdbw2svBvZbUz/yaPo9WyUlbm2PE2ek/WXe/9g4zLrZOXVQSTjR/v32NNMpQZYaZBrbQImwQRKZGheygMcBw2yGCMbAQmw5VKUauJBF1DzPsSdqfhBhvD/BJT9//T6wSDKkkW6D3UQpwx8DJn2eZ8JShyJmEUwShBe2JMu2apxqiUDsRYxhLrMpUjTHEkhciVafR+0JXGkR1xJ459MJRKo2Lvohs0iA7yxk/INM23eCGrMJGQGISWocmhPmmv6NUzPlfcSl8ds+geViMO1Og5WHGjDyOeCx+KOkbTHd0yU2fl8t0ZnCBXuEY9/jxlAJwadrtqJUkeivZY3LHPlh+FSBh6LOFz29fhE9TpGPTmiBk/MqBjQ8Ja5bQixCzj8Wg6GzkQN7dHnzKxGKGcIkZ9u32PkJIyi4GvDKdYpIU2kgLmki5qhUbWN6kH1QbUOyJColGRJ+cBcTKeSCKp2j+53nfy3HDMcps9rXrhZ4R+Ber1SzPiUxeTf/N/+A3/zD19x//aNXip1abQ+4L6pkFwWulW+3Af3u3MbTu2dT7uzmfSVkwK67Ttem5gooeJuqY1KcFpXlsuFspwptQksK5pOdJhvWqH4kB+KJT0x5A7ffU6dyo9sWiNjDJaiPbr3IU28h3LtKtAwMnEaGNX8kIph2VXPdehW8LpS1pUlXcO7Q3UOk7bcGoDQ6QjJZt4reY8/hR8/Q4jW1+pEx+Odr4uYQzuzUyXD3b7fiXCWVfdsH5LrrCaH/47WJUVNieZ++CqRRmvVcprKHKv8I5fzLMnR9n36HeU6c6fvO9F3bIg6SmgNFXfk+q5x9907zYx1bUSp+vfUMcv8bx60SbP17BTtu6bWsKor6VovtRh2akoIQ4nitm8URN22qf3Nc0G5VgIJmbALhJiJmkC1gEcXHgGqVmqyAGdCJxRl0kgTS88NkUmITZw6Dh+TyTZk/j+ZNeaKbROkym85/qAOX8ZVko04uzNZTL43c3V3onfmONgj9idYA3p+JQGOyTSYMp9Siq4t93PqgQT110qsi5LqTOo9ZuwPYs//z+ub8SeQnKZ3Ste0Md2uZCd6Gr4xKfqO7TstnOJ5js2utOk8WtqiuD96jl5uhBvW1Azp28D6IFKiMlmgqRl8GM7W8oj9GFhlQ4zE8tsr5enMx2Tj/+1/92/42//wE7bff2Fvjbqu1K3D7Yb5oC4Lo1Re7537dXAbgzoGH3dnL+pY6qx2tlvHV43FHDlGva0L1RbW84n100fK+aJpRDlJzMyInvnWYorF9fFMh6tDKLBwriEgu7zeO4sMGOhdDGJNXLE0J88uYx95azTRkGw6xVBxBEreva2irg+ZFY4R9ICV/7RFBaVJyhtjJsrJHpp10GQ2ZmFUSqW2aV4Zh2ytFiXg3dRBNmQyO7YbxKCdLppKtHf5Ji0FxqAPdYMpTfnm8MzvDLJ51DL2l+zY/uhBlEUyC9+zGQrkYNdkTz2YrDY6YQtbH2wuOXItjcAPcKDWwjJ9yTLf3hN4LQRLqfgC931g952LmUzjK5ATTrCQ+G0Wo1mURWg6SUmgptaUu3iHaEehaJb+JTPIRhptJphiU/aSsSayInehjNQ2MZMEjcj1m/Ii92CtdnTsg+x+KwjTSiWiMjKW7wTmRcSJMkGNx/wdHSP5ed+dXXpNKONxdswzJmxWGzEhGZ0HNr8v8zN7sN0x0yjfTO7nvVCJaXl9+kyORjs/GuaqCxcrjBIMc6ybZGBtIZaB3+9iWqBBAYNZe+tMjeM6g8l0EXMkgMrYb+CNEidkvZ1AwZHXJ7Lkas4LDBlEIycB5knWVSTvYfRqLOeVslRZVBDsEWm/4HRr3Gvj7p29Fdwq9+H0Ylg9sYdx3Tpb3bnWlWg6x7bu7MmQDod1aZyXJgNUS2uIUK6zpzyyYlAXARuoJr45/PutUCk0Bt+szr+4GG8b/F+vwdtWGaeVejznBDzyqTG6bDXcNU1wWSACr0HvU10xwYxyAGKWdVdMwDKG9omPbPubPLdMrC2bTZ+s08M0udesHkCd2UNGJkWwHf5ulGAyKJmeKykZy614rLFq5WDS5kQS+cSg5zvBuIlIaIpzNsMiRz6HowmlfsQwrGZs0Z7/Ia8fDKJYbXjXop1sCxXkcsG3TMBaejG46SCnW243vcKDjQlI6GcrhpUF8KPrgAfFVeTtI/CQvnYpOQ2FSLp1bpoodFdntBCcl3pQkEmEq2RncSbEg0jGScWKaFUCqR9ghaHVXqrGQond8Y5al4GwomSgHOEsjg0ymSgzmM0Z32Z5aJPgh1kiarpXJcPKvN7ZjZwBb3bpYWoR58GQv99gzn/Puw9MpkYcxkKR4MuR3IenkaR2eUk2gkWa/RgUGq1KmjWdt+Vpnt0seHghlDwO3nVQS1KzPZLindv/gbaLRVIO82xP7Z8OkRJZqDMXf27ikP3diEjn6jQvC1EYPQ8Ecp0NgNIoTX46w5UcaIJBZXPnNyN42jdOtXFZb9Tf/4b7t9/SrzeGi662nHQ0jL5hpbAsjf7dFQaMW+fWtX731zeu1/shXZtduM2kO3SCpchToS4FK5o2MdHfQABRyzXVuwxhT8XTsyRNk7Iocg/6kEFsU4mKeYgWjTpD4Zq0MqeN1FoE+LkYXzp1p5QiGS0mNhlhMCr1fJIf0iwcCXZHBo/uWViKC16XAshk8N67dtOBXvOQUUR2W1LLPiYVMPfo/D2Fgvlg3zeu953hwXlprKVQ532IgATpSAC0FAFGtc6EObvwRXuyJIj6Q126/0t9Wa2MXa73Yj2kaVwfySSR9KVOA23LBHMkTTrvnwObk/4I2XFBXS+5Wxsy2JyeJgL4om/YsrK0/kcd9pIMDAtNahlbp0awrumxNLPF4ZQc6+oZP0MtmEwe6hH7fQIgmXXKWyJdO7okQpkPHOeEdO/vydIAybqbDJPjHkhSVsr0CcsuiEl6MC9bfbUHQC0Wij/iXcCcXlR4EGNmsTKwg3D2Lms+gJ33/z5ZOAL+/ei+WprLWXaYxBBUIbwsa06PSW8Wf5cChyueJoiCAX0oX0jjTvnRTjPavK70FIi9w73P3IipxZ/nUzUlxJO2S53Acr73yGl07pRNWvTZ4IlATpEGPoZo5+cVlnaYExaTn8jeO7+/bTxtG+u6cD6fKb/+B+6/+x399VXnRGssT2csBr5th7Fr/8OruqfXjfsullT/Uri9XsWEDQcGsQus7ilRWFrKLU9LMg4fjFlHsmbFXZkKesCpVgGHM/a757hONbiKOy0kqcCdLf3JvKvzO237I/1IxLRKirw/QPhjukWBslSWqMRYKE8X+r6xZw5ByMOqjIE1MWUE1jXaWmDb8THYeteEDxPoOUG3mg0cpQ6pjU+vqlkcxFwPya7q9xu3250e8HRexSAMDjm3mA9ZnIaS5lb1eaXxTz+W9MmwmmaLP5DS/V/qaxruzo6x4lOVN+IIRvGM/1mADPn14INWwEzeNIbim0zANXXnVLR9N/ectKKa4ZRs2n3v7/zSCuGFXvwA1ea5fDQAyZqE4L5LLlGr5Gw18wmPlChliWlZzSkdGsfnnsL2KQcgcl0kqWtzsb+WzPlH0e/2GZJqZclBF2O4fC9yJ00JujxK/GjepoMbxSrzCmdM9Yk65zPJO3J4Q5THsZAf4CGdVWRO35U8s44i2zSQII4TZNYqyd6wecZEMkVnLYCkt0TuWaAqh3MM68AI1lrxpeCxaIxKd9x3ojZGsjMJFCvMxTwUnVzwUD2SQLHGzSCbfjY6rCdJe1J2Ej0BlaKzbPiU9s/zdBzG8t1hi8FoC1YatwF966qZesd8UNZKWPC6nHjxwZMZtXeuI3i5B/d2kUdLNbylcCYl8gU/PKOWWjivKatE93cyn/Yx8DHEqDCE/NSaMrFOlMq9N/79PTjVQmvwVRv8Lz/AHeP/vjn9vmPr9GUTuF6t4KbYC2Iq1lKoJp8jQ1/ycChp4O8pjV6SOEDIXN4ELE8AryJefykpi8ln1l1+W9WCNte5++End0zKsrmHFWM9AtmlZc7tnp4s0GrDQnW0POBmXj53scCRuT401Un7dTa4vMhPU9LD9GdEKhVMRrvkgByylj9khP/E6z9jOk8cQcVJ3eoY7KMf+nGZMCaD4UCUDItCKxyFfyDK6ETNSibe0i0qKY6iMFaKgnjvwctt5xTJHsgiqHo8xi6CxrIG3LsTdcz1LYqmZZLgzn06sYeL5pkdGEL+DlMWlDmnAl5BVJ8pBQkFzTm2tdhMeN4T0RQMTFEvH7buT63tkd+aEDQPuXEbntedshmXdjJIul0xHs94AggTZHkk3iQwMyVwkqsmBl0ekM9EpUfEw5zIOLSq4bO7COYZWEteR9L4ey/4CBpZaJQcMTgnZ5DTHcp6rJFmjfBIiZXYKRNU8t6lLS3zZgYkTVB0KwE2ZYJ0qccrSaWUj4MdhXOY1klkx5M8RjPupBYvwaq8F8OdV5zf4nxtzgdzuL1CdyL2TLjABvj1Tv/yxu1253xaNcLrtKjHdQ8+98HKje16g22n711jkg3uPriNILxzrhVbGiUqe99F7fcKfcfuG5dWKc0eZo6e4x7rnO4zTZo1lpgxiLHjvbCTbtUJoFnqgZ0sNJKN0kewdR1sraprsphJNjOM6Zjtnn9uTYDJ3pOWqa7lvpV8j+zwJSCHO33rbPd++AGUUuXn8kAGDzkRpgOqe47LdIGgOnOczZ3b7ca27/pctalPcTCyZHAogEagybIsLMsqECUBP8vNGC6p2vBxjFH/sb68p0F4bfKuikg/kp6TWma3sCbAohiouF4Ogw8rqUUdngbPSQdH+10sANH2JR/S9+0jiOuN1VIKNIY8kVJuBtrNJVQw3XdjDY5x8xQ5sJfW6O5sfeC9M13haxEdOywO1iHxiPuHIV8mpse54HGAoX+s+IxD8lrC09E+11RPw926HL5B86zomSjrHEOgT0QmYmnsNkHtw3E+kjnHQd1+7+/lTd8zzx0VppNDo7NWFisJ22QWbqU8JLzJPjAzStL6D/+T1pWmb8oDxGysirVCivTn6kQrxNNFQHfG40Dn+5hV0CyG9o1RJlCEqp8uY+AIUhNvE2UBT9lZyWJs2wVSr5ko1ZYT0BKSyALB8mB2T0nVcLwUyYr64Lrv/M6cT2PnmQ6vn8EDH5vufca1eHmjf/+Z+9sbp8tJ099Oq2L/Nfiyde5c2W43yQh7x6vO9vu+cXfR2U+2cK4y467bnagGozG2DbvdqR8apU2Zl/Kovm2K/Sn38jHwEHhE73jfGT3Hv05mhZGsUE8Jjxh5pVZNWNwdK05rTYygYpQojI4AhpJgSy2UdZH8c+/IZFiGzn3rWFkS3E9fFNOzvN83tvuOj9BEniJzw5a5oJk8XDDTs+79kL+O8eg8O8HYdq4vr2y3uwD+ZRGIOIHaqtiv8bmV0hrLuir2l5aSUP4o9svoOqUfP+KXIVq/7ZENNaPMjvSikbOBxhXf+yb5Rh8sJaCd1GRzgaMNY1kW6iKjeSMoC5y8ceuDm2kynpWgnYy+DcI7RmNOZssMbl6ctnapR+NaTaUhQGROa0z2xcPHL46aYCToUSaDIQSqlCz6IjN6yzPkALWBOanTIpsJ1WgmqWZO3tW5VCpLhEz/UdPnYJUnq0uNyJIFYv7emIyPOJpWlh9c7Mv0ogISUnmAIbNhaYBpAopqi44xpRaWZ8pkyiTIPOu2d1UMpE3BhGZmszav8RiXXPJaLMT4qs7aJG3xEXCXJEeFbUlvpU5EoeTnmd5Ser55EJvYiGrkA6VqepYp3wvLvD4bET42jWd3FwgzBJ4qr9cAhnsYW9GI4r4H7jeo9QCIKsGHgOfzCZbK97ux7J26D64dXuuJ/eOZ5eOZtV8ZtzvuGn6w4DA2xnYjPDSiOddhzd9BZPzqgz56qh8ajuUIbegjvThL5SUK/8/bxlqcf3Eyvl6df/0xuH1/56/7SVOMrOR7WzJIlZ+oaR+YidGOD2oxjVnxrPFIkKzM6YU5tSw4WPyzn1HyngvSfNRTpYi8kNmD/q098qlB5OBWsWJUTxeILoApm1SllGyWTZZy0WTWcKIJtrC5n3mfX4p55mXKAGczNP1cEghVveMHmEMp02ou2Yf5QX/A64czUUzBCHQB3gfduzSowFrnCDnJKKrPoj1UDOUGm9elzViO4iVIRCzEJphFfynGQmFYMEbn7eZJsdZGrqVRW5GuMrPbmgfhPXrelDyUE3UQShhsMZTsgtDE9HwoNqeZ2AFWvL+fEROlSgpUzs6eMdg96HPTJw17ZtgxA6I9jA2Jifgq+fUErKzGAxxiXoOQX/m0JLM8sc0RMknSdeX/bRqJ6ndL16clXo9iITF5Ixd4LqD84BFMUor0r6YNidVEuBW4C51inpsUjSKzND5MsKPGIpAnq5Hpf1BSy5jViQxJXe+atX1uGMvCwwAlgAOBHZaLP1x0HnNX4tbqQbWca89qPYCEklrahsboOgLSiquI81r53uDXwHOFS79j9x2AUYxbOGyDtu/42xv+8oY/XSCc9vzEcjH2L4Xr2xsvtzu+b5LK9J3XrTOace3BtWts494WNg9OVni2wilgoUBrdLtizTgtKwfvxJwxi6gxGPs4ug4+5Hhuuw66FXVmYHpTcLjNz8VditFChp0zMZ8Gmw8DW9gptKYg56lxNA/6vlPT8LECyzTPsoLVBOaWBe/ObXQd/q2pSJ4Jz/GE9exrkXHcnjrIYgI4Ri7M/X7ndr9z3zeoK6UuTGf6ufdblYfLsjTO68rT+cRlXVUowLGGavq+zL2x9ePu/ChflsVHFD3nyKlYse2YB0urLOmFMyL9LkrRmN9kR5FysAn0anKB9qUsolSceya5hCQGpZbUTO+MV5SAo1hUa6O0nEzj6X2kNgbbHrQZY1O+ocNZsb/7eLAiWiM8R7tWU1c8OFiOk9WSUyaPsyBSvxxjqNDLbqTMstNPJAt3Mmm2TODn1DkZf9uRZHgme9QHo6xmKq+zTHIldVN0HY6SoeE6i0B72toEklLKoYxe7Lx5JmcMVHKZoGpR/I9HFfAwgdMHB1uwMvIcnoza7DKFkj65tKXXVCvE6ZR+R3nvih1geZmTc1zghSWFO5KxyRH7db34YOQzrcNJTpLiYS0yQF4WbGnQlgfoEGCLum4zp2mm7tY+lMDXVih9yPunwJdh/GbbeTI4jxvldRPo3io3H3Dv1L7jX16I11fi4wciBu3TRxaH/t13XF9feX29Mu53hjk9Bm+3nTBRwa+bwPKtD7bTyrk0RmmcTAaKNKfbC9YK6+nENIMHcoTmSJlPBzL29043sK2yW8UwWtP+KU3mvtOTK9BnLyZfrfu2y7fFJZ2LMmO/4b2z24z9AsmKFSyNEet60nsxY7+emaUcq64Lvnfu+y5PFhaWZvJMyeU18w4rD98eMZUEWHoCqYSz32/cb3futw3WldLWo+s4JRn1AM0XTuvK5XLmvJ7EnEYsG6pA/MRygWD/kcd+TB4OzQo9QdZgwXmMV7eo7L5rLY2cplGrxt2Hnv95aaynRQ3K6d8n7TStwlNVHnENZ98HrSlX6D3XVGYED+mvdrubZMsllBOvDTWc3j1Dzzpk4s6WYHPJPTEnfmCawDI9FCb4PFNix3IUsl5T7mFZcxg5DSQLTnmAkHl0wUKMHp1tJXHMCYhIWtGqix0FkDL4MVyseSJjtT3Y3hFH80dDOwQaF0u2N1N+Q+bWgXyriry5iu5BkhVSop/gSdYss0E75TyQIFExAfXZ5D2QKh7nRKSPnVWg7URLI9Tw49plWjMIcxiZ35d5rfl+lkV9jVQpDMkzcD3vAFA8jWIEDbNd7LP0vMJlJtzRyPR7BLfIOnRoDflwhm/Qt2Q8OU9L4/nDyu4rv3vdqVbpy5ny1RM//bOfcv608uX333L/+9/w6Xbj+33w4sFt72z7ndOypAIiV65HmiBLDt1T4VGSyUuIJWE1qVrhWG3UcK6s/A/boLHzz87Bz87BfzvAv9z5661wt0q1loBbnr3T5D5BM002gzlcRPdXjD/zybatZHEgOfKsnbN+VfM586TZmACI6Z2V0w7NDuHGZM5GMgFnz8bQlMSYPjFIphe5fnV0J6OxVKZtxmQkzqVXPY6hLw7JpJ170w4FBpZnzT5BzQRbq+7bRGTnmOx/6vWDQZQ1KXaeCYtYCipgH6hndjpCZb08S0pueDsK2RKedJwMiROQoCRVrSY6meq7WinRwdDIuxzBWsz0rFPHFOgmLolM4/KcmBRYybXsIK6VRALVhRr4KPQ0yKk8nMGDREzfLRbNQddo10nXVlI6p5zINO79WMv8wUP6NKcbzFd3GF0JPh7sXS7zdXZrLWuB8iguD118/r2gRH4k8KD4ocBikSPXkiVkmADfd2h4zUCr5T7RbV3jROW1cyrH5J/INGxScvO5TFWnFZlIOQWyiJ6FxbwFwzociXMi3aHkZhYxumxtu1IN686272JJ1Zz4kACPpzRGP/Q4LI/HocpfiWWBxZDZ6CwWrIj2Z5ou49X4xxGUb9/4iwqt71ipjGj0vmO7U7fOqDfK2xv98xn6xvLNN1zWhd13Xvc797HzNgbf753r7crdJeW5hnFPavJaK5cCS+9QNhVZRd2E0Qff987l+YnLqUlC4UlDSwPM6BvgRHRu952xFdoaXHKEuDeN7tVIQjsw4zJBKR80g4XBbYhmXizwKHgTM8NCUjRMo4pLgTWd7D219m0ZrGs8vFFKBmqC0irrWhi3gfvINfgueJXCpAGXMgHNNL7yoeRq3+kOuzu3601FisPT04nLurA2TYqotWpaw1JpS+O0LJzPJ57OZ87rwlIrfYyk+JnG3eVCsQz6P+bXkonI8ASNTfH9EJEE2n9WsKF1JJZCghMlD0O0xyyN/hQbshOQYPD0fIj/F3l/+izJklx3gj9VM/eIuDfzLbUBKKwEAe49JGeTkZn//+PItIywm02wAaKwVKGWt2TmXSLczUznw1HzuMURIR5FZj50v4C8qsLLm3Ej3M11OXrO0aGCzGrFeqOE0dpGbwLOfU4OvOY0S41jtaKmawz22yBqoRaX4Vp6+RzowUjzwdElFSt6H3mqiLcd2D32Zw6ebJuRNFwboYZ2hJgMWZRP0+ppbTaLWBm0i/4afh8gtK7nW6uhO8vSD1+vgwV4SJiyGGBSq+MA8CM/6DTFZYKJXsRezYbEcxCBzdhvR6My90gcQEokiIFhVpO2TCacgFLvsk84zPyslGMdLS7ASwCQJlQjBv3mmDdd367NSpIPdUZOkSZ9f7rycxvs16uA3jInwvpzGRuOjP1z85BycZS8t2MczUMxKAni95JyRXHXsVWbbn79suF/+2t++u5EHR2vi+QyrWG9U7aNfr3in54pl0+wbyw//hGXZaG1jZfbldu287ptfLxt3F5e2F5utAGvbbBpRM7q77icYLnemJsDwh1L4/6PrXH+/L2YjplvyY1ZETC2GfsHt+uNdissPTh3xdllkWFqNd7E/ngT+4eo2Da47u3I/h0jqoxdPULeVlYPD7ElNy9e907bdtqpsxgHW2jGfghsqSxr1bac3pPNUwGxgWa81xnOM+em2N+7Go9to5mmvtfnV14+PjEiOD9cOJ9WMR6KjIJrEci7rBNAuXB5eOC8LtRSJRvcNzEZ+qx1chD1X9dv37OXIkn6LFnJWn6/ex6ZgQks2GOurJWpYzPDR7AuhbW6hp0+ZcFxgOUd9Q1rXSTxJlK664wQo6nWVUMfE2NuAroxOmJWZD9YisyreWPSTdYUMYHxZBtl3pnrUyd6F8ivxcYxqpO8NLTVxbNxxP0YYkYIEKx4DuCyFg2Tp9CUamaNcfciBHqBGLQY7H1Qir67k7IFgMnIYOLIycbGs4mc0ngBE7M3KAmE9B4pD8nlHz5hIn0/i2x4Q+9q2BtgfDImlbtGXqVixlvmth8/l825ix1nXvAw+rLSSsFxSnoUHm6JJevYMu9DZKPTBCYliB57E6Bf7c58lH28PDFcHou972LuTxAL9U+dXLndgxczWq1cSuH9svLutFBrYbs5+01XWpvMOr/ajbEHNSrvHt7x5Y8+54e//wPWzy58dWv83c142ozPKPxgBP5y5cP1ylMORpdlEagAlCpARWvVB9CTuaHaioyZ961JMxZWRodvh/O/3DqFzp+cBr93RvXNp8FfNWMfN8xONNOwxocG77Onmiy+ObwReP1GMVEWpj14n/cyIofxwWQzzm2dlmyvyT6afaXYf/dyy4sKvzFcNiA2DX/1lJUEtPuIBObzfWN6ufnBGjygzBGHr9awQyiVHo5Zy6jJPWKaJT6RT4u+cw75illujHvDePtHXt99O4/rALYY7KMfZrLHgXehv/cAqRs/N2SIth3p1TLpkyoOR6Jf7rqxo0ciYaRJWtDy4rbRc7pt9/dUlDmkMC3lASVRpy0DYvWB12S7jMEhdyS3QJSKj2B4HEaqzMSfqJiq0LizbLqugc+iJKVFh/nabBYSkGsjRFmMoPjAKYkCv6HvhYz1xghqG6zrf80aycfKTYZbExDJA20jgSqfU3gyoWQjO0c9WVyDgBXPBmGifJNBNGVW8/6Nw2wqE6zlQ2wuttJsOGYBNs+iidZbyvQsl+Gi2EpKPnLvbyq4iRlP9DlSA19qhZw8FIy977lui0zus9zXtaqWJsQJpPRIqU8CNBGoeckijUyinqDGvOJ7DH7+cqUCP4gGp5XhaKvOaPgI+oBl2zi9PBMOy8OJ+vDAy/MT/fmZtjnPY/DNtvPaFKS2AVv6dZxL4d1SeFiKtiqF3ntEE8U8Oq01bnvj6bSw1MppKSjvGpTC67bztDfJhXpnqc6FYNdMhb0XvGmFr7SD6XUz7vrMdalUdD06Sb2PRu/QSmWpjtOJLdccThzV9GyNbWec1BD13rFSWSyL7XxGvS6c1uC2y/RP7pCDJYGt+Z7TbXz0xr7deHp94fn1ldve2Mdg23Y1DPtOLYXHhwsPlzPnZRHjoWjTUakL6+nEw/mBh/NJ37HW1EmryXT9QqbpnKcM8Pv8mgZwPRT3WxMDMWkjUNQAKRZHevjk2sayqHmPOQ1LHXT648zVyfJNcgEQCVAPkyF0w+m90VujjIEt4FbVKLecxkf8Vuz3jNm3JpCtJKhMNgRuENVSmtGIUWGUNOp8U8xwYAgwpowgwZKWfmA2GSI5KR0CUiIUsxT7nR6NlgbsYk9Y0shV+BEQY9B2AXr7XlhOi7akjJwp5kfz8nb9Z6QxOSpixzgkm791cpMqri0Xc9KlMtrHnboueqt+JvqE64ODIWpkg0OWIgjktZLsEv26uW1uGrSZO15zlf2QbCZGhzoOQGdEgLfMTUc9qbyX4IUh932PYN82xlIFeDvJls1BRW+UckqwIWsL/PA+MQI6xKaCm2TD9NGJ1nKgo7y2bzu/vH1LvZ75YnHi4UH+WfvO1hreBcjV25XT0xNhUB8u1HfvePn0kf5xoZWbAPSXK7et0fed7dbZt4YvhVN1Hhfncl5ymNEgdkasAofalfZJv+/5cqYulXWtlB6HGfB1u/Fy29m3Ruw7a9Xa3h2xXPe+yOC1CYC3CGJ01VYJ1JxWGfbSM2Mk2LI1rRhdlirmaOtvZMVTHjBot41xkayz94Z5pVaxYGJk7F8W1hHst6Td5z23+l/XJYHTGW1nv115enri5fUlWSxiIG4vV/q+UZaFx8/e8/D4kLHf8FK1cWNdWS8Xzg+PXB7OrMtCWdZksoKVehTn9zWcd6P/7+0r3lyPEHDuVum54Sx6MghRkxRdbOcRwLazlMKyFHlgJPsh35hZoQnoVPxcKbRS5JFiambGBFWtpLltHLFKXmp3JrWjwa21YNqIhCfjYdb7IXiY/2rZwF3OG4dcJbKemRPr8WYQl3aQxPQCHNrKo5mLGnCzQs38aGN+bwgK1g2ryE8mAY4xioYVHgwXAK/hdIIbOaTWAoj7dYT04Qg1pHPIi6nWdhkEHdfB1SwcdXw7BhkTLM8RSSg3TMBMDCKY7C7P4aand00fpMTbFK/dKKH7aKXAstL3jUFVbRsc8hKIY1ig3iqwXJhgbsS+q44oSw6iJQsLrWXT8DTZcOEFW0vW+R1K0XrhCG4RPOPcloXzeuLz84XPLiceHx4pxbnWV15NsSvcuF0b14BtrKxfvOfzP/gJv/+HX7KeC3//4crf/vqJp6cdlgsffKPtjR+MwaPBzxl80wcfrjfOq3MendPoWQcbbduy91wPFUApqjvDSjIok+0xBlEWbmPwD7eSgNngT87BT896Cv1j8Jfhkv/O/FkWgV5eGNMj8wCW7PBr6whsiNFySJWEAh9MCdiU0wWFYqGlE9l3zdpkLnuZ0qwxAurCsUkTPdvTB1QsGfWJGkzrnlVPj5gxT2Qc51IMGP0PDXoSKElG4V3y56lsmv14Sl4Th5BsL83Ki8DcWrXoY7vdPZL+W6/vDKJsAyWufWfbd/a9MdpGAdayAOmo/+aDWibWmghy0leQ+acfD2WjHT8PTlgn4zY1JOWxZoTNPfUqEk/VWFJbPqY5TRbSe29sQz4O8kExsUzaLDbBbOSNT1bJ0CaAEtp1X5PuN3fMO9yb/mNKcUdJPJHf6afSYk5WFL0nPdty2lJtKtN1aVaHcGf1SrPcXjFgagRV1yc6HkhPTDroz0bWYM8G4K0WrNpkYsQR5I/tDbPBMTE89CyP44OF3afFZjo0ehRUYJekyB/0pyxkp2FhzcYKFGwtEck2pmFWbpWIOKau83erGci5d0Tq9YyKnNxPuaGlj050RH0OTxqwZCJk4vNJ6R8y8hpwNDt9SolSThDcWTKTNmbmPNP4+a4A9dnEohyoKhTaUmgO1jaWWjS9u5zobmwxeG07L73JUDWERHczrDoPdWFNnO7plgVLBbMOcdMmnK4g0a87PdkyVhdKpB6xVmoMmci6wDRj8DqC694p206KDKmuNcCRPhG7LNmpILnLWlgTRLhPfwy3Rh/1KDAOmiIQ5iyLswPb3jn1Tmk9z56KoymvMdPK8pqgoYruTN7uLNPcbwyurXG7Xfn49My3H554ennl9XbT1q9tz4TnnM5n3j08sNRVqy5d09NSKnVZWdYTy/mkVaFe2EZKMDJWhWnCUrNJdLfDd+P7+toCtm1j33b2bWO/bYztRonBUrUNq+094+lsmkUnLrNpNsuKUzGeBNfvsR8Ze400m0T3ZbhhE7Af+RybWE/LqYrpMIK5dayFZJ+t6/yXutBaTpj3uYUhH3QUjz0UE0pXseUxTctVYeYnTqrzSKCic2y1yQKz5FkRYDLeFAmyZR6tY3tP+WkyCYVaCKyrhdXQhP22q/hL/6EZ9yeg0HItdDFP5owSQHjmq1I0hTLL3OBHDCYi39OhZEHhMH0HpgRJ1GgELmRuUdMxYzEUqoaIQw/unJBOdqaeX/1aqxVbFuasU1LXLJBj/j47ABzP527Mwt3lteLRWWrhZK4cuzdNME2SXK8CT+20alrMNDIvMsruek/F08gmnpRmzelUuzeHAFZ42W78w6cX4vHEu7OAXUmWnChn2lJpZth+U+xfKuXxzHBjH53rtvGy72y3jXHb6dtOH4adFi6XE0sOX55fczXzacVKB26MZHNSKuN1p/sn6ffrIl84l0FqiSbzTtGTYBRex+C27XheD/BkaSjZbJsM+SUdG5zPZy5rZSGbLeaARwOZ7pYTxHgzIFErvFRNVLdtZ22Nsjd8MSIq+xBwOKfbvipviXnWabvO1epFeQ+I3rm2ne36yscPH/n47Ueenl64Xl9pI+i3jbbvYIXT4wMP7x5Z1lVFezJRSq3U08pyOrNczlhdiVLktTRG5iKdk1JkSih2pd09eb6nL5uMvzbp+TAi5QATmIBs7LNmAuhBXQpLscMP7bd89XDC5kqBlIt4SSPYymg77s5WxEYwJF3JiluvHnMJS9Z1MJJ5TYB5HMw9zw8ZWYtGJEtjAifzS0zpY3Cw9NQjGNM0YcScfivWdci8k8y9OrRqOWvG6SUxF88msfjAQErK68dQY9JGx1F9Njd2DmbfoRqYZAPomk6p05Sy3J/XlgxNfbeCuUAvzUHnkFT1r7bk5b8jffLEKz22lR7sedN7mxmlpkTcnR47czV5+ATFjVNuObydTvTW6O2FYSXjVP6DHax4gWJq6DXBSfZmoHtiaXAQitAGaTArhUTEThvyv1R7pny8j+BlD8Zi/OBy4YdffMH5fKas2jDpxSltx6pi+dYH2wiuo3L+/DP+/J/+lH/3Jz/m4aHyl//wgb/7h09cP75wNmN5OBGx0vbGh9Z4X40/uwXf9OAXW+PD9omPpXJZVy6nRUqItieIsMkjcwTmi4abJr+oPvJ+Vg15jCC88tUO/1NsLAF/cIKfXkK+Qx8bf9mC674mQLVRS81h5DxLWTMgo109MtpM5eYaKjCgeErsc6hi2b9H13vlOfRkpsoTJY4ByOzbDi/LzONzQI1puNFyQ5yTNYPfQU9y+Otejj48Yhw+avqxXE2czF71vndfFOBeZ2K52VTYgM+BTZCDBgWV8R1ZiN8ZRHl6vXHdNvq+yQS0d0YLugVYZ+wKBmLr3hsPTyT0+CJmwGSteB5yXQbLBC8q206NnESY6DlLKZya9s+3CLZhxNSO57Uxc+lwe3AL2HpnMdG8jwIvZTYdFXHV7tTCSIO3EUL69C06Pe4UJuL+856/dx6aWafOxnLiR6Dn3yPk/VCFmE9waVKO5rkxq2ncmU1nBsepsxdlSQGtdximQz3lN3cqWAIu8IbRob83gyhmQh2TzTPmxURFVDUX1m6ZjgwBH+TEyHICnYlGaHlOe7s+hycTxJKqO+YVSaBpJPp4HHt/QxfFdE88w2VOj0boAHuoxR+mieT0NWihIDwCTSMYYEX+OuRDMkRRPJKpzTVzkXIkPUhzpVZfCi8WfCK4rGpUbCwqLntnq5L+0Hbel2Dfd16vOx9frnx8fuXDy5Wn15uYXKZm52TOY6k8nhbcC8PUGGot+KYBqakBLLWyhD5jySZt6V2bBsIplfxHAGBvShy9d7bXxoZyEgn29Ww+R29ZBGlrwboo0L9fK4/nwVqKYECXR4U1w6vYXjJQ17XAFrZhWJekas+1s3PKUKNSS4KBDk6h5pkWsDWofg+wY3T2fefl5ZWnlxe+/eZbvvn2W15er9pOgUxOR+8sdeHLzz/j4eGBdT2xLJ6mc05dFta6am30Ipd0x5S0YnppmMBsIp85HcX+3WLp/25fLy9Xbq9X+rZJ+rLLUDbyWQ/bqTmpEO0+4/mb2K8ip6jBT+RxOudDTg/NGcOx2PBF2ukASk5uWnG2baMNcCtEFn2YGnpzp6YZ8BbBuDXJc+Zq2MM8L4u70MaSKBXSh0kmqm+K9RiMYfJ4EXqgCmQW0lgavfphdhpZBGIc+SGGmG2LazuVpb8ER4wDr4XhWilditNb0wpB1wYbDWQHjmKccph8gext3A99+mOTAvcZRoj+w3FTZiGd7zBXWMM05Z3T4zhWMjO0NtwnvT4yU2bMPuS6OWBQQVSxJY1CdWFzInQ3oZ7cmUj2mGXRPlo/in6Q/1OMHBy0xiiFUZecPi6iJ/dCbE1MGldudTdaE4tl9C6D4wMgVQNYiprpuUKVAFuk6R/duUbw7MH5XLEioNd8ydhfiWLEtvG+rOzbxuvzjU9PL3z89MzHT888P71oEhsCPtZSeKyFh8sJdwE9/bbTuhhJowfhWtHsy0KtuQyiK/8u6yrT1+KU81l5YU2Pp71JInbbuT7f2E1LQTXqnP5Dg8g4qlmAs5xeOZ9PPJ4qj5czqxeZ8nqhp4ecL9LoM3RudRYW9qbY33tjv96OfB1m1FoFUpKTVoqYgF1MyAB1l7O4TuDp9fmZ50+f+PDrr/j2N1/x+vyi1eqICRR7Y1kXPv/hlzy8eyegfF0Os/KyLKzridNpZVkXqhexsTLvKPb0N8CtaOiQxNTv9evuaTNiejekwWokKOaKxxMwaAM1673RTDG5mCXTdwhImfKWfKo1aMxFDTHb9wTthuqU5MOp7sRkppxsxhnnag5mc83mEYf6BMsQo67k7z4K9nvlmbLAOHwAK/oxDVw4gPE7fhhHjJUX0N3AvhNHuPUgm1DVrDLWJJPEIehg+vwtzMUq+iJ9pK9GBGbJ7pw9Q+bBeUXt6ECm/EL/G0paD1gOGg3v8uiwBM2FmRuTm2hI0jpXGhfL+i3/W7J3S/aLLsRSnZrXo5nWXLs5ZT0R+0b0M/12ZRRP1p2274zexUaLNywUitYGbw1f1zwnKYGxVafUMvf2TgOGa9eRZTzfDa7AzQZ+Kbw/Xfjys/c8vHugrGcCZ5SFBjxH4SUHe7duvFB495Mf8m//7Pf5P//5T7k8rPzlP3zgZz//luvTi6Tvp5W1aPi+V7HwntbK6bTyw9vGl9vGL/bOz2+dD9eNj1Ubo2wE1VGcjZ1iRkfMmpJeMpJkqTbv1igBexmErXwdhf/pegN2/mCF37kM/k8Gl6fgL/bO8+iEVw0Kc3BlmYO1aTUOyfW6uLYppd+YBkNZw83+zUhSQeb7iCPGG8mILRqAqF8VQaEc4NhdnaEBuj6TNph3Bnmux8hFBhr6z37RcrOceXpwxV2S46bcMSVsbvO5mDXHNHTOpTbOUXuNILtl6Pvgvlb7H399ZxDldn0hWhdNOkRv61l/jGRxwI5ZzYlUHE39XGGoDzoOhGgWe7N5m1MKFUwVszSvAqIUeul4kcFZy+y29WC0PVkQ2VSaDl51tH+7BXX1pFvromm97gRF3oBexCEvGrPICyiWerH8rqI5//bO6sl4OAAK08N90P+GdI+6x+WQmEyUZR5Q/I1bfL4Ok7Qxb/X9dZj1IW07QwWhk9chEfQ+AGRCGEzDsPk51cROnagURnbo+xUxp6Ro3IEZfXLlovQ7mRSt3gRE+KQlcme5RBoISx4whDjHlC3NJtaFWhLHOZApYv7eangvLDU9axwVh9k4z1w6p6cdu2ucI+hDbBCjCvyzXNncC300Ak0URI/MBsyNvTqfcD5z49FzZRhw7cEryHR527i+FJ6/+oY1Bh+fn/n20zOfXl657hstBtUrD9VFyS4VTwpykNTQcG5DCLsXFZzLunA6rckgiUTZi+jtpWBpujy1v9WNMkTJXWxIG5/FxBidWxu87HtOUeR0P4am1q9t8Py6U153Hs4LX5wWHpaKm9g9gSUNVMXU4nLRr2MB77QO+23LZ18sF18FeGktniYYI3WwfWuawmicpCax7Tw/P/HNtx/59sMnnp8+8fT0xDbX6qLCxGvl3ft3PD48cj6dWNclPZO0laGUQlkqa60sRRsjJrOpZNyx4DiP5rmK0aQp/T6/bk9PxL6L1dS10SyHZmqwm2GxQ62iPMNRsM74OnKdtxf5VSk53mP/LIKLmxgLQ74o6ucrPddQl1pyOwfsu/xMxlBSdHL1nkuH3m56vuv5LAlhggJ6vtJ3pYkZmEKWwyPFRpeaYsZS95T+CHC0KeOpfiTquTaQ/P4k8GIJFLcs5GfDcazPZAIcMGVO1EqOQMX4cEfrMH1iHAlSBPJHz7w1xFDxUGFSUaEyIuN5Ah6eRzqxw2M7DRnqccV+hkyCba62SAbf4XUxQaOUzHh+kRaRZtOTmpysvzEOZmNv8jaKJj8sr1VZwquAkFoOzfss0hydn75Wyq6muLfUbZdC5CYWyJzpRd8DDllRjK7tPa1jZ4G/pRTG0D3s+04dmozRkuVSjChGI3gy490ILquksd3g2gavAbE39n1je3Zevvw1C8GnT5/EoPj0xPb6Sr/uVIzT5cRpXfCl4uczk14/erJph+oHr4WyLizryno5U5dyZ8yUtNysYiGa+7HVpnqh9M7SOgtkTnOIxtga2955vTWxOCGvnRO3ndvrxmspfH2+cXk48dll5cGhJugZ4QftugxLgKxSzFldMsv2etUzlV2kpoxBN6eWQi0mVksMbreN1smVyDonfd94+fiRb776mo/ffuDlwweeP3xk3/djBbEBZV15/PIzHj97z+l8YT2dsolNXX0tlNNKXVeWuuQSAhng3+dYqilbynmtpLcF328UpUz2QbIO1BQl+D2CUYxK1vtGNkEylO040YJS5WFYzAWoHoAvxwCjZz153Ttbi4kHgBdKDisDFIeyZJ74AkZuj5syMLVJltNo/cDdG2kOxyZQ6uk/EllnThYyBxg+o3oyHhOcEaPE5TWS4Ir79FUoB5OEMTL+IsnTnGhmDTLpbnHkQDV0yf1RrTWmpHpuNruDJPdOwTMPIoaAwYEE5beJA6BKwD0vpOrxof7iGCKMQ7JzZ2TN4azkSeuiz3drYiRX1wDODfZolCLz1x7Kd8taYTxoCD8qdKOaQJvWg+HJZk2QUx9Eq4+96rvM3KMWLJnVa2UwWemSyVspRBUItw24GcTpxLIU1tMqlnpdqct63KuITjfoXug2GLXywx98yf/xX/wR//7Pf8r6eOEvf/GB//Wvf83LNx+po0naXioNMURs0WkapfDqhVZX3q03/vjliR+z8/Nm/GJrvLrp7PTBywgeauGhGidMpt2tU5equitJODkHpviqOD7gH1olNmd44w/Xzg8ug39rncsr/KfmPHWwWmHsmGd/js6g5ZAe0wBzO8AO7qBcyV+e8pzZW0y5iEWkV44ddUnPv+8elE7eyzxD89jmXD5ymGYmUEk/o6c1NQ3qwsLS43PaSnTVQ28a5WLqlY7NWXDvxYljQDLhxsIbIGUM2ggipHgps0j6R17fGUQ5tGWJ2BxmMrPqiongDunfMlx116pF1dJBsWApBffloNd4Mgzml5nvKf+OpBjnTR8CU1lcH12eKp0W055ksANRnZK6Qulq0xcjJ08T1BmBVvTaHXeNpIdb68zo3bPJZnD4oJCBsRu5XjFvRp72uSrpKKxJhI07cyVbdObWisMYm1yZPNkX+S4j3//QKGbhLEPUbFjyvz3kY+MkKS/SKHY2NiSNz9LkqPcDZBjmc4AnFDCbotn0iP48eRpvKI9ud8rkPDz5Re/rCRO0SSPFOY20PmBJo78iv46a+vljIpqI84iB9KadtRS2caf1EYMeml4YWl873cenZIjQA7uYybx3WQAZmY2APa9n9WRgHJ1LsBN8Aj7unZMLcd+aJDNPIXmJv16xW6NbZfvqiU9f/4anp2de242tSYt7WVfWVSvHolR6NngCr3TdLl40bVyqisFlpSw16fnHMTyAk1kqzNHzRFujD2qXdAKTT8S2w9mMc25ZWDw32CRgQ6LxewTb687XW+fbWjmfK5daufSFamKuuMmTggxY5oXKIHrj9rIz1iXlOoP1dOZcS06SBP4stbJdN521ZV7qzu36wscPn/j22w98+vSJ1+tV/jFeWIof53E5nXh8906mgecTp0XeCT0f4CkdsqItMmHpqePSG4v5IyDREwT1ZHPt3/NxZLSWja4yXzGjLGkyaLpOpCxvjDmxUHMZk2kYonwugPmSMppIvwUOhlqMcTfhm+A0Oe2KwJaFZbGMIUqkst3od739UjWIVGDDiGPTD6aC10tGZpftdPQgCvI66QMzbbhS8cA9Pvcm2Yey/iE/PKQnyQTxbOQtAXpiQG/6fHafkoz5vrNwnTkR7gy5TCCJz+c1swSqBfJPmVFEMBeKuIlCPidEjHEAV0cJblk85PrARGWZSw1m3tUHyHhCOa51Ch/VRBXJY/R54mgUwkjmarJOPDdO7I3YpznvABsqEEtNCV4ReL5UefAgQHkMrSyvXlhMEjDs3rD0It8TK/KT8WLHZ4qUr1qX8X09r5TzSedib8f1CwttgkrGkLYOSQLytA+eXq+s6wLF2ZvW0z+XQb/esJcXfNvpLOy/+sDzL/+Bp48fuV6v7NeNgnM5V9bTqoO4VEaphJc7E9SM01JZz2fKsijmn07U05qeMpGDI00EvcwdTnnj0ihP7IpO2dNs1429ddoNThjn1J2Xoni4LAt1WQig7522N7Zvdz4+L3y6rKyXE+dTcEEm0dXky9bIuqA4+ELtYiLcnnf6vmbsv7BezpxqJawSxXFfqK2zv15VtxzN5eD2/MzHb77l49ff8PThA9eXF8lBl0Wxf2jYslzOPHz+OeeHh/Q7WbPozkm2V+yI/WJBl2Q7eQjo3ZsK6FnDWljG/vH/szj6v8WXoxgdayH26SEXjJaxZdcGK8O1gWsolp9KZxvG2MVcZFkVy+bQ8igOVTM4xjY6re1E3ylF9RjR6Lim2ZCUf8XcFoNG+m2Q9Wf+s3gcDfeISCbVnEjDATxEAidvJLtzCDgNNC0DZTFneGhVfII/4YYPraQfuU1lJFjRk9lqoV7gkMYVfe+Q02k2oln4R0CIlTn7A5jHNuuZuOcLckAYMznk82PZA9zBKrsDT9NHIt890iPS8rrM3kP/HrHr8pJJkRuzFGbfArxnLHBqFTA5uOdG3ceeIFPBlhXOD0QbFG+8W2C48bJtxE3r2tFlAMQI9lIzLnDIdgScV6IKyNImJxmWmhd8LVoj3we9G7GcKWvF0er29XShlsq6LLqXMdib2DgtBjdf+fyHP+Tf/bM/4N/9s59SLhf+4hcf+M9/9Su++epbetsFonnhcPvoyRQ1bXwrZ6eNwdeuDaDvy5V/tm38YQt+afBVH3yMztYbT61xdeddOOveOC/LAdQdvRsQIRmUlxN7a/QCv+o78Som1x+uzmfnwb8uUhUeQQABAABJREFU8Hhr/C974etohK16/nza+Ub2DGJPLaX+FhPbKXipOfxKplSRSbFNtK+PA6xgynMt/44nm9Rh4MfxtByITD+3ucL78FdKtm8pPZ0hgmmpcTyXNs+vCrRCroUuJWurKf+ZZIm53yrZXxkXWtZnMT87qpuOAvM7vL77iuPIlUMxART9wn400LpCfZqOpo5alNHOpIXp0CH37Sy8yZtm5vRIgxlgarTn82IY1UMBL2Yggm5CnHea3peczHWYJMA2BmXIZFRMjxCDJLJKNgXY+btHH5hrza7l75v6LjFU7jIiO5C1LFBjMgRGHtL895mkRaUNosvbRQjxNMjVzZvAyuhDCT/SaXpk+JurZkNURb0ipVYjP68Re8IoPjF4DrDFTFPjNga9yQB0skGm2VUweyexbg72Tt7vOO6D/umDw+RwUrl8ZOIdXTQpkwFWTKBoau1KDguLUa2kG7u+Rx+kBjONro5gr9XaI2b4B7Asymcxn9c05npNO4A5g4OG7+YChkzY5wbyxmE+XAlqDWklv9o3Tq1xXgqvPfimbXwYsI9X/PWF2BvjV4P29bdc25Vb27k1PQuP5xMPWbxb0W74jiYyktQUzmtlOZ2o6wJl0RNUF7xWTQgSlDuCWAIns+nEUh9oRpQBo6rZDKDt1AJlkdlrMQ6PFPd6dFBrhNaNjqDtjWtvXD/t/MakaX+olYfVuYxgrWJ2HNOgGPS28/p65dtPwenywGfvGu+A1hdKXTgtJvPDWqm1sOdqzQhtXvr46ZkPnz7x/PLMbbuytx13kzFscXqXFOzx4cL7hwdOq3SgIydBp9wGYF5YazJR8nljbgrpWlHeJyiYWt6tC7ueDdz39pXT2bnqulRFvgkKA3fmQsBhEjevcyY+Kznpbz09MwZzy8wEN+RPEwe7Y07ALDyba0lvAmCEYr87fZc5MOS2NUMgXcggrvSG+5oARghsdKDEkahHF8tN69X7wf4TnTQlZ32kviuQ2V/gWTwpHs6o0hX7LRN0T4ZgkUSzt8bcWqRJzCx6YZhyQexNspY5TUyA5c56lEzPJqDUu4YdCf7R0l8mgswGAJIW5RRUn6XrjEeu3syV9JH0cTKeB2/uT5l08gQnAnobh6ntQNdxkLmzNSbi6wjULdyHBJOKPaxoCleqau/hdJrWN9vAWuYMdC3raVE+UhWnBqILLIg9pVn6MFnUc0wwDP1cmsok0yjoLp8qj9wmlU0eDh5O23a+/vjCApwvZ15H59vrjY8jaPGEvb7AtjNujfarX3O7vbK1nW3bsT54OGvFLuYHk6QnC4ZSWEphvYh1Uk4nbFn1uevU7c/7M5imr0ezYgmioBxnc9pYJTmSQe9OKcG6rCzVxVgqyrcCG0oyDfQcRB/0bWd7vXF9fuXbUvlwOXM+LVxOlbMZawKH0wBRsX/j+vLKbQTr+/e8/7zxaNDrgtfB6bSy1kpZF+pSaddb+uR09tvGp28/8vGbb3l5+sTt+sqWDJTL5cJSnNEaI4LLZ+949/496+mcAwkxUddSs8bWeuO1Lip4R8CiumOETHVHstHmed6bppF92///FFT/t/EakbR+A18LPSCaQDP5GADJiuhNtXgbKTWrzhawt8bSm87iXEAxZqUGgtczZkVom6aZJHTVUxqcPcMEwuHO8osBXc/BKPl4z2eANPD2yVIpJCeZYcYeGjbeGzt9qgkUzJpyNu1az5z+JQEUDetAHisjwcuhwpVZJ1tMW4IEAnCYKknkmaWtdfpuPUbG7TvccfidjARFsruZG3Mi4zRjHBJkA8XC/CgTbLa4D0NHNpWzmTm2Zw5N6sksN0GZt5ImXNYJZAgNjKu08gfgP/3PbATFF9bFuPWddj7xeoVlBCfTWutoC81LMv3zbI1BN/2uA+xKtl241AbDTD4py8JAMpVhOo97PcHjhfP5HZInvLJEsJRZ7yoftDbY9o3XfefZVs4/+Jz/4c9+j3/zT3+XvS78z3/3DT/72a/49Mtf0a+vkrIjaeVallxnnTndjb0be1Ou9cuFqzsvpXJedr4YnT8djT8ZnW834zc9+Grf+dScD0+Nupy49M7F4NTSVyg9RebWvZFARZ4efjMK/2HbuUXjTxZ4X4M/L8H59cZ/2k/8mi5JdWJ3cwON+3IYu88aQ31TJ3qAV8XH4ndPlgB5Waq/1rlV/WOT0cTIOgC8DPUVJOBngk9AfX+MjqyC4y5rg8N/VMqWAZQ82wPZX+Q5yOPYCG3WnV4t+VyP4E2fPH+/6hmvTrQODAHuOTQ6yFf/yOs7gygFYymz4dQH6CPNYvJTjSCnkqR0fMzPKxQyn1PpUCPfQ7QwXYtZZM2/lT1h/pviXauiJv0vWRg+BjWb/5arCgMFooxT3PYGVo7NDfPmTuq5ZwM5G8+BNOyW2vOMSXlIEkSy+f9HghQTUJlFnR3FcUdN2a0PfMCCCaDJQmdCu0csm81AFzVtfr7ZYJglkp36c32442qDoU1DIdd9Ty3yTAxzFNBzq0DPQn6uPEwMO8EJBcOW7xd96PvavCaWaKLnd80d8Hom76BLKOh7QBSVpksRCt37vAagHfdGFE9pVX6akAmgXPedxUlX8Eot+tw1GRlTv1ryQ6q/Eh1SErPpp5BwTA9G0e9ditPD6YxEl5NC6bn+NFkgT/vOL193Hl6kt/yK4Kk60Qa+NxgNbi+wa5LS8xm41IXLaaWsC+4185VczM1MtPbilKVSTufj50YY4c6yauPJGIMomhaNTJxGSleK5FDSzoplVCrY0ErY4c4ojbD8eaCYgnIpFfN6FA/WpfGsbjz24DIE1m1tY9s3vrk6n9aNx9OZy6nmOQV657Zd+fjxE9++3OjLJ778wRf8pAdfPD7ykEXHXoSCr2tlz2JrjMF2u/Hy8sLr6wt72zQtd+fdw4X3l7Oatd4JBu/fP/Lu3QWzSg/Fq7IsarwNallYTyvrurCYHYChEWxj0AnWYrQ0nWQ2oqgJ/j6/CmBV21wiaZsj/aMmWh9dACcoWUU2JdOQbG7MYoikHCQoOoaM9ZKhdqzunYBgSh5rNGzVFH6CB4zAvVPLoJVCT1mafs2MG7DdGmb7sRJWBecEUQ0mBTQnlTGCaeY9SPyiK6nNYjvRaLnE38N95gkltGlQ3SPNeTP2V2sZ+9+CRHmt0Ptqq5UkQN6DmmsIFa9yo0RKd+6/N+ta0CrNluBXerbkj6qBCCNGrvVOQ1WbFf0sbxLkCjPl0plvZ+CHoxaYgPphQk6C9XPN88yT2eRbcSrB8Mrok0qe+UHUiAS9VbANgrF33EbKThQny3mlNknMphdb78FoQ2ygLJDDXOuTDck90XYwkImep0/TUp1BobkxSsGuV2xo2u6LY9WJvfNyvfHr6Fxeb1zN+Ho0XjrE1vEunw7bGtSSErHAe+PB4XI+UU6rgCLT/XFMmvpa8boo5j8+4OtJUqMEA+p6SsZPP5qh6D3rGLF35lmeQFffG8VgCQFtqzujqI4rdZH8ywSAl0WA/TxL1hok4Ff64DT07LXble31lU+l8HI5abXwWX4jHkGMxvV25eM3H/j49MpYv+Xz3/0xP/5x8Nm7d4r9zdm9UsvCsi6S6ZCx//rK69MT1+cn2u1K2zbMjMf3j7x7eFAcaDvE4PGLz3j87J38xLoavrqeKLUqry0Ly/nEelqpLq+YWaPtXSzeWgt9T5ki90HLOJ6s7+erh1gctapVcMYBpC+90PZGH7DOjSIJpu1jyLfHoXWZzBcvGa+SFpyN+BhdTWHbseizfz9Av7UWTkvJKbPllFwNu0zI3zBu47cn1QJQshcIgCZ59+wvgCPezVrwAMK5G+FGsJgki80UJyd5hAg6LfOapHiLp2wmh6TMlMLEOLO+mAD+HSo5+oVonRocsuIJijKBa+6DSA0l9F0i7xskRhyqO+egdgIqPj3N5L9wMPX7ZKXY9C7U7zG1GxyZM5OVWHqaLYwQQJ58nPTUyJxa5KXj7izrmesInkMDhYdpaOoGtKlpgigw2XdCEHQNlsLAaF5yqVoyphyGLQw3mld6OcHlwuWzH/D4ox/ysBr9619z+/SMF9USWxvaarl3Pr7ufNiM+vDIv/nT3+Nf/9PfY68L//FvvuG//M2v2L79Fts3Vpdka62F4lqN7OWNTYXBqRZeDa6tUQPW9czwylYbvw4xUN63nS/qK7/TGtdqfLU3fh3BN33jdmt803aKLZyXhcWNpUIlja/T57Ok11yY8W2H/9jhNgZ/ujZ+UAd/8mA8XDf+c6/80ga7OS2MxjybquMscjPsHlidnkSabIfnxp+sPSRnmz2rZy2UBIMQAGo5mFK/dl+sMqJrO48ORtZidvchyrNnEZRQH9xDn6mgvDfMSUoXnsK3HuA95K1ZOKT+kQN4STjr0V/2aQESyaIdCReaU8ubouofef13rDg26uK4KaHvuUqKRKkLulATOHCH3tVcj/lBp1NjBubJ0Jgtu9BaO4rsyV6xfN+REzQ1fWqExpziESwRWoPauqbZI9htVzAeg73t3IqxRNUK5KRzCiGW7GM6X89PlTGE6VqtDQd2fL65/jRjKUKzVMqOnNDNwGWm1cwxNDF0J5uEyRSZiN5INFogCjprjBDyWX1uARICOefkU5M5lWSKt5GF1qCjKawmvPnAz/+YYEcmEjUH9+82jRfFcpksHDtAGZ+BPsRGiVQGTSR7Ajgubt5E0+hFkzCtw1KQJUIadO5gXLyJ/toIM9Cm9ImqCgAYGCU05RQ5TIh/5DlskIhunwjdvHFpegYyByP3zmtdVrTGaJ1eOEC2FsFrbyxjcNsHnzzkHbEsx6pN+k5pAaWwJlV68YqtZ6KIMZGnRj1jrXhNyUkpDJy93wG64gm0WNyNF/eW5mXSKYidcwKfwBfHM4QLHIxkfjEbGzL4RW70SH29AqhhwyU56mIZEHAKGefuHbZt56UPXreFpcqXqLfOy/WVj58+sV03ynqilcpzWVmSvn5x54Elt4moSGqtcyV4fXnldn2lt53oTQyU05nPHh9YTws2SJp4Z1lPoh5iqUl21rqwrpI+lVK1ujOB1tve6TaoS8p2Rj/kVK3PAiiZZ9ybxu/jq5TcspOMqb03YusY8gOa3jOJKiftNqHYMSSNwNFoMchdjzmtSqaAZ79b5gQxcqiehnGhwtmreGG9N7EuirxDlhiMpR6U3jGCtps2WPXG3nZsK6yQzbWkb+5iYHl6SUQylyYQMIvwiSaHqyE3OHT6CkvBMcVJEDAyj8QQ0LIUT2lUymLT8JakbqsYT1bHmLE/DdAzJtV8/s3L4VmVYfso4ph5MyRbyY92B2H8ra8KiW8ne+PNWT8ApMxD2pAUUO8yKzGuxTIigtEiG1ldO2NuP0nAaK7DNnlXeZrAMu5yJ6slpVp2ADdJU8qcMBJkUWwbIw7fKxsaBEheqzFrhFZO93l1WstGLmVZ+TPzTArI1jpOxmC8XLXKfVH90iPY987rdqOsGzfg2WBsG366aMAyMvbflMuWsrBYYa2Onc5EXRjLwmx6MMOXVb5YpRC1EuHkUipIcHz2h4c0bW9aI21gFvji1NMJshmSUWNyKVNWMCzlPn0kG2pO9QFLIMWL2Mfu2tBQFfvrBLXG4HTdJAt9euG2NW6nhbrI62RsOy8vLzx//Q37y5V6vtBL4cUXqlewwtkLDysypq3y02r7zjC4Pr9we3lmtJ3RxMh6uFx49/4d6+mkmqY6vXWWy5lSlzzTquvWdWFdV+WDRavtS3FakxdM7yEz7IDojV4rYdD2ASlxGiP4fsPns65XpFMJphjiKmlgpITFnRKdtVRidJqh7ZGLE93YbjeqIe8fECBtZC0oyaxAExju9LYRwzi7caryvbuzlg0bnYI82UZK8xST34DRJOjghvfcBJlBb45Fq7o9ZoF1+DTma7K2J1thslBiegHkUKFTVJOmHNitHBYBqpPlsxiQLOF7g2ck42PM5zhr+UhpcQ5pISVEZoccPo5vYrloOb+5pbwT/y2zcLInAQ3uJDdiFpfHN3cgioZ/lt9//q5Zix6LOriX0pOFbnOwyhxQK2aI6mlUHzyczlwdrk8v7N5ZfKXWEFCXEi13dYP6/srNo0hFEjaHrNkLmGrYbkjm5ZX6+J7LD3/MT//oD/jnf/xj6v7CX/6nV/72+fWQ/NfWqDHo+42X65W6PvBv/uR3+Td/+nuMeuJ//flHfv6zX8K333IeLet05W4pApDMdPZOOYwkgrUM9ta4DtI+oLKeV1zFK9+0zm9eC9VvPMQrP2Dw0xg0Cz7G4Gucb8bO0+uNl9nfLCtLNUrAui6cTPYHUooYTyz8571zHfBn68ZPlsHvnYPLuPGXO/xtg1fEYOnR6QiE6Vu7S3ci0mE4n7ns0xkacjIJuVm3eFKRbMjfjK5eVgzOBP7SRTlyFfEcZEU+acDdegHeDOonXCjh0TxnAkU8Jfl+1GFBsonnIG4MnRzLexXTqy+f4WIkbYy5cMbSpPa7vL4ziNJHUAaw3E3m5iqrowjNpnqMoZWlSUUQI0WXgZIHLB+0khqRiWzpAb17d5RZ3A7p2qtXvOph8umTwbwbg1EKpcxCelC6c9s39t7obXDddnqFcy2s7kQW7cW1hcZLoZseLrE+pW2L1HQVm+Whfl+PNNobKFDCIWdwuxtNYTLaYim0LdKwMNJTQjVdhAt1Gxzgzki0NMYgegImocK7mKYCa4JOfVbERb40YgYp9ExgdyDasBM69DlZ9dxeMBFm3Q+h3fIyySmhkeugxYybsdlIuqQn6m0hSt3cjml5PkIFYMRgjIlqhr7nNGAZ+vzK2vmew5O9lBKOrjM2g/cEcYI0NEtwQCtA9V6BioJpw1tNycLfJEQnaHmNIgNAHMlC36ePoPed2+jsXeBKa1qvejoVaut4VZEm9hMyD6wCOHzVWu6wInMsM61jLUWu9V40eS6FhA/J+TIxgtue6dJERYwuJkpNVNpLrnAA6LuSUU5RAN13BKqJgSRJgA1RX4s5S63UWvPc9QTQJFGQr4znhLawEjwmtfq2bzy9ND4OUSO3faPfbqwePFTjwYMydvq+se8nTmdNICYVVt9WE/vRdq3WbTvRB+uy8Hg5UdM4qlRtH/Khe7J3Bd7i0vcPd/AqE8O8niMboAitMF+II2btIeBnbyNlSWpM6ozq39NXHwMPrQvVxKCnGW9qUDOJTePQKdmLyXCYkzKTdI1s8CWnHPfYr6op/R6UzGWIlsmyeLIH7KCWEncwfvRKaY2WPkulFrbbRtug7zu31xujD06nheW0Kugmc624PBKG+52VZ2oUYsL5Ma3+lJgHKQELwapMdsksgjMu4jAWhyHzysnmKIt8PSbdOpJVQASLwSiW6w0HdA0GlFDKoQH2MpvgBEqysBSTRHKUCWSLAq9Y8laK6uhax9GIcDCCeojVManj+s4pxYG8F3dPGEfFbW8T9E7QJv2LZKw4jsLeTJT96BCItdETxI8RR4Nhpu1HvXWidTpNecYdu6Qht8mfLHICXvzu22YEhUhlWhym7j4Bmnzem7kMWL0QS2HsKfsaoW05BK1tbKOxv1wZL1f2YrRaWN+9o26bBjQE1kb6JTg+ZMrvp7OAwFppR+yXeazleS+1YqXmvZk0XZ2PW8sJhTmlmACrMSSBqFXPywQUWlNRP6e3CKzK3QR02j329y6zVnOZry4LjC4gv1d66/hokiEnAEOp1BhcmrxkttdXnr7deSLYtxvb9UZ/emG14FLgzKDsN/rrlX1ZOV0uh/zTfRoEip02bjf265X9dmP0xrquPDxeWKrWmrsbY1cl1gdsI1mUCZD2UollYXGn1prnTublETKMr3kuRh80JGnb9p7GjRpqfd9jf5iYyjZrolCsrrUQnIhx03MXAsoN5DcxYCt7AikL+21j2xvum9hUpJTP45Cv9C4J1d4bYx+c3FjqCqWwhwZHDhqKxZ0lJO8FkjGX8Szj8AD5XUX+Yzr7kIxnL9kHTrjMDmmR/s6Qv5aV45xGyNMJU4zNEM8Bq+d7Hb/LEt5J0NdiAsz3uE823nMLmTEZgAliHMMugMnoM2LM3zFrcZvZ6gC8Zi+pz+tvhkMkcJPMz6x5Y0QyfLTtaGQ/kC3WAdqQgGqY2Pk1c4Ca3bfcGtPq6QRxNCzR9tGTXYgLioXpublETzB7ZI4uOecVQDJN1EetdC801Au0oXFtLIVYHyiXB84//gl//ud/wv/lX/0xv/uTz/nZ3/6CPZwtTEs1kq3ZGLxunbJe+LM//gn/5k9/h3Ja+atffOQXf/9r+tNHFhqlQFlPzAUQgbb/6b5beowlc8fBirEulb3tvA5tCbIKJ68ahtfBDXjZFr7pxl/Hxns6P2DwhTs/ylrqNYwPffD1gI/txssm4P5pa5TqelbeDKSHFf4LwXVb+fPY+f118OXS+JfuXAz+anM+RGeE49HSP0qf38Y4NumRz4Z7ScTvTdN3nAQ9fzbm+dN5t0Toiqmv1bkdx1m6n5bM43k2jmFcpDSI/FVNzPtw5T4th5EPnzvHggj13vmXghwaJVxjuX0n8YURHWNR3xQt44rTInLL5D/++u7GsqTp4lAhV0zAic89y14S2NEHdc/A2y3pc2pUejeqPIIS+TXmmqxs4dUIAfT71hvydkU2tYbcc6dcw0wFYju01kn/Ku3wMWkmPb4RbLZm0lUqbSMwH7hVzktJEOW+Gs1T6qFOPA/XcDmHJ4LceTPBnAcwz5uRYAmF2oWelvJGg6lommE4J5KQtGf92QRTJg3eOqlhz2uXIEqflDt7c97huK5l/sGEpN0hZADs3BHmeS8PpBwO+UfvndvWc8OKrrd0oEIli4emFJ4FrBtmNTXPM5mlH8GB+t3/bK5Rc1dyHsOF9Pc4Eou+g1B5rdXLKUB+Vmcyl3RuGFp/SiaXlp40awFJPlOjl01ZHmQ6ZPMjI6K9N9rQPvGG0bMpN18Yo+G2sA6oyVphTtpKzS07C1YWyPthoMlfTvOtlJzY5tQiU+KcVtNym4Kp+I/IhmFZtcFhrVi5f79JgTyMj4FTDeiF3nb2JmTYYmDDNc11bTUwW/RnvcEY7E3Sl3lmbHQ1PpvoftV2zjF4ue18ajd827BaOK8nzuczp7NYKMVEhTzXKvZJ7+y94waraYJNFwNlNpbn3K7jWZTMNaHYYGudOjqXqvetLvnaiNC62x44DRl0pZntUqlJ/y9pCre1noWTs5TUyX7XIPm/01cHvA/JO2rFm8A7L1VGf17FWkiPhgmuY5IqMFKa6IO6JjibRYjARD+eN4EOOu8+JxjHv9cEnRmP3tDCBwN2TSkXd8aoWM+mbwz20el9x/YE7LPpJAFz6z09euoR90eCHZKXGNJ0JCOxgY9+pKZBel7ls2aZpEkwpZhjNX2eQgaqKpQ56hE9qpZrMQOrRSs7RzYAQ5NO20XElWwjpSmRxWpKrI7ho+fHdk+lThyxP2bBUhJomPeMBPkTODmko677Plpj2+7SRytJj59glwURagim4bpZynNCE06Sfk8pKp6x35KHEXGARCPN7XrXfTqoN0KSc7NH3leS7m+WkkhPKVbmzTxPrTXVL5bHiGTiEZASj7JUek5jBe6EYn4b7LedZsb48Ep/dKw+ErcrvhdOXqgkQybzs5ukOnVd5TuC3ZlDx1a1/O809SaHI4wh4GUMou9ZU2iLnAz4CmVdqaeV5SS5T+8yLw+zBJSUYyO04Yo+6JvRdr0/c+Kdk8i6LmCrvMXaruu3Nw1q3I58MXqjbxu9NYoFax9crxtPry/Y6w2rzvnhwunhgfXhLONa95RoVAFXrbF3PUuLCaRl3zL2N2wE67qmlHsOE8iz39m3nXoenGrN9fVFq8u7qOtjIHlttpdeSq46lodf0Zic/Yj98tPqrfH9dkQ5ZkuaKkccq2wnmO6laGDZB42d6qdk3Rk9nDaZxWb0vR0G8zHsALFbiAHUsqEfI7DeqEX+bwEp253xPgHZzDMCYMQAKB5HroiMydMPwdBgS/jDfYNhD21wAdWASkUpTU3wZcEzZtsxIZ/x2kLD15bAOglASF6ofCHs2t8MihXqsp0jzXhU6VlgKdUgh43NtWXTsleYfca9jtcw8l70l/v/trRNcE//FLEjI69hcUuGm6e/C1kJpxQjB7LkBqaJBEXmJjqUev/OY7zh8Vv+3RyMxNEX6dqsa2FuROrFGctG33bWtieAzMGUiSC3PhW6a4Nka8lEL6tW0S+S8ozzmYcf/S7/+p//Kf/3f/dP+env/YiP1xvffrpyvW5UlJc7wbbd6GaMUvnDH33Bv/zT32V9eOS//OqZv/v737A9PcOQ9J2alhDuebZ0PqapBQn+tzBG070pblyWBcbOFvDSglaCNZAZ73ribMoRZbvx4XbjA4OVweOy8J7g8xj8uAx+fwxgcB3Gx73zwYIPe/DslevuNMQePNXKYvCxd76ujX+1bvzpQ+X92vmzdefEyl9slV/0RqeK8NCTEOAykS5Fu0m9VAHq+XyktXMOuu4AknCLmBAkhkCOLSW9ZS3J8JB8VsMqO57lWTfq2Yh7TxntOOPzIqvlvmMDkXlJz5YduexodfPMxdDvHROr6AE5QADAoUTHh3qM7/L675DzpEQE1JQONXu1VtzS3CVkNjU1dmraNUkb+eBPwKL4VBDagUvMwm9SnOWoe/TKWmNmue4xNEsng9JIBAkTMuihiZznz86HcWuNrQednQh4cLnL6++nxqoUSjVue2PrnTYGSxSxYN4AE4dVXz7gPithUm6RB8KJiRopoLmx7QF7F6CUCNoMjCX/abNYzAvjSVWzIfdoRjJMEsCawEkhdcmRtOr8+0d9qquhCdQsmudDMJNPqACuVTpDItd2pffGjJKtC82sHrhrE5ClnmyuktPtTHgokezRcmuH2YGKT+34lGituQZx0ozb0HmpfqfaenotNIK2D8bCkQCd1KSaik1zqHgCZCPNkXXWPCn1IxuQ4mLGhGlTz0sftL7Te2h9Yx+HizRLpRCsGKd1YXXHvdC9ik1lBbPKsixaiVrqkdAOWnw2ImZltowqvE1I8GjaNKWi4j5pATUb67pwOp9ZTzIebNO4GY7fNc+fB9IoLrC0wrrvxL6puIk5QTBKOpfbGLRd9+my6vTMlYSjd3rb8wHSpHZH7JbC4LJWilcuDxcuj48sD/rnfD5zOa8CPIrRNhXpe07je995vW1s+05rohAuSfnuwGoCzGZj3dKs1HPqrfWGlqTFjD0jqEWTMlFEk4JoYj71jC81mSy6dmKofZ9fJSdkoKl5pAFlXRfmKnILtA42Y5Yax6qGNOmbI+TBJJ/UpIdmaJya9rmaXMbaExhGzy8lY9k0684EapIP4UGpVR4TfWSC12mOgH1sbG0w0MTh8ihfjT5GrtVWnvNSEijY6LlmsKRp5pxpKJ5OcEXfZ4LTk4GiYj3u7BoTmLtvAdEoQcr+/AAtDD2fij0pu8gmn64c2ALog1Oa4kUaxFk2iJLp5QQnG4X5mY+RJHltcwPDvPZBbrMAan5HC8kepnwmAuih6f1w6nDc9ewstcwh0lHzmE9mqZ7D0SS0DPcsoNUITRAo9qaNaSVXMVt6GKGCP/pIy5r7lLZdd8Y5v2+eG5sgXggMq1Tl1NYlhw0O8Nqzeeth+HlhFE3ldjde3Wij07fOvjf6dddktXU4ixW0vNw4PV44WccWTzYkyaBaqKcTvhTsdDqYFFOb47UmtuWisWdxqh5KgE6PwNf1KMpnaehAPa0CKc4rpVbJmZvunafJ6gHUAe4LTsiQfa/E7SbAIpk/ZhqOreuK9UHbdCZOp1V5PZvp0Rq2bQJhUkI90HTPGVzO8qQ6PT5y+fwz6vvPWB/fcXr3wPlyYk3pT791+m3P/N5pt53r7ca+bbS9YUU+YGJBigE7h3m4qzkf/QCgZuy3HLZFysBqKdSTWDrmd0mT4pIKk+rO4veGdk7Xv7evMRsaDr+Y/NcMqzA2Ztsdea1LTV81jFvfANfGzGS12rJQlsmuGrQeMv8mf0fTANY9G3mXtw9dUg4SECmWmzg8twKBmrgR9x4EAREWufUxmaozFpqLUcvQgoWIHKbNc34EsbsMBvTo1hzQjXDJxIfhnhvImACmHcD1EV9RnqlmFJxuPaU5CbZPs06yBnRLf4ms42Pinlmr+fyecfRh88NO5qT6EGRs3jO/DtWURNbKMRnqZA4mY0YG86yNSQ+MN9hPXpQ0zU2EaD5/GojIe2UEKSeMw2/LS6UuJ0ku18J1X7leb5Tetf0LUI4cGV+C4SbPRFdNXUvG0VJ49ROXH/0O//5f/VP+H//2T/md3/sR31wb/+Gvf83/9Ne/4uPLJoB8yEC6j8DriR/94HP+5T/5HR7eP/Cz33zi73/+LfH8zIlOLyXrfROAk7l8NHkCRTZMloyKSM84L3eLiIfTwrkPbj3Y98FObjr0ZHosMsMOL7xeb9wMmgcvGF+ZU9k5m/EIXNqNz9bCT8wpQ3npNeCTOU9j8LI1XoDr6PzsNfh2cT4Q/PPofLkav7/cWK2xDPi7Nrj2rNkgbQsqQU8VSC4kOfpR9ZTLkn1TAvTzmdWMU+d/bnCN0bHeU1hQjrZWpv1K2NMOoo37dazJco6s0cXi1SA1Rk/GiWU9OUEXMu9FbqXSUH4MqQXszZnq5FB+Ig0ZA1gmr+4ff313ECUvXgvReaduWPIB6VHiQKtKaksGkRM8IZocWm4VtS0L6aCHjFNrSSQKeajYZBZkMzzLB3M4IkA+7KJQWRZSQY1ko/AGoTJN6FsPXsauqfxaNQGZdLSw/H3ObbuJArssLFX0zjKbhgPtUoUygYxDu5mBqgGjG3uEQIc2VMyPztIG65pocKjo7gkM1YnKQXpmJCujiBXUx+DWjLXeG26hKFlYjylcseM68yagThRvshVixIGcz+g4ZvVdnCkpLQwZ08Wgd+i9icHgQyiw1ZxeDmQomXKkGALCRhDRVbgSx2cbXQ/QmJMxN6rcFLCUG0Wk38K8MPOhdmkEZ8EZMXAkByuumWo7aNtiVPWeicM1bR4TJKz6mTEGr7eN19vG876rUW970sBEV6tunMO5FOdUMmW41hXXmnrQuuBlkcmgTWp1XuNuWHUK5fDpsZQmTQr8HB7TdT1LnRKK9AmqheV04fRwoawLrYkOq4IgAboJWc7iMleBqdBIqZK0Spm49F285rPBm+1IZlTu20FuIWO1MYLr1ni9yZeomLTMdVk5P1xYHx64PD5wfnhgPZ1ZTisl5Wr73tj26Wc0uL6+8PTyyuu2sbeea+jSWFkPu3xw0oC3b7ue64A1ad0tNIEtdcmpijY5LaViJHAygUvPIiilgpHxopac3H6PX1NW1kPgJ6CVq0Xxn1K0xSPNVBWJB6YdhVjNyYAXOOSJXYVv6lorC6VmpxcJQkQc075IOeCUDIp+qnsXcJfSpAQNV0qdILtlXG57U4zZGsNunM65dll0v4OxGhj7TWdyXReWVRuxiotZecT+BAJmlD32GZimoA0Bvm0MgbxDZpb91llaZ00AVewvDlbhfSKj7yebLemJezLqbk2gxdt0f9+44JmPkuWYenE9Bwe3RykgY7tlbBrZdIid6/l+KsxLdP181+a6se/0UbAydF9mPEkg5h77Qx4cfRxTvWGZa/NnepPklmiYrWpgj8bfCZdcd0CuViyaDjfPNca6NuzSrZdFEjQpRJUzPHNDbwl8FT8kURiUuuK9MYDttnO7bjzvjXbb4Xol9k5H96uacx6NS60stWB7g3UlBpRFJq/lpI06tiwHvV/5Y4K0hbBCWQSsWMoOxUSU8NyMlMg16rIm+J75ellYLhdO7x6p60LbG6Pvx/Wf/zHi3mxZzSI2J+oC6Rv0QclrpNi/UFc9w73L682Tzj1G0Eth67oeIwa368btdaNtDS8yR6+nM6fP3rG8f8f5s/dcPnvPcrpQz2e8VEbAvmlz0d47vTWuz888PT/zer2y700eAlmbzY1eQYgVx0rfNoH5ERpglEoLDQHqUlMKkRLVpYpBE/oO+JzEO77c/ZBmjvXl+x37p49Bjngy5hXGaLT0nprsuda0Fj72DlYIh2qLfHlckp02tARCcQj9HDtuI5ul6YHVMV81ELFkqRm5BQ1IcCSyG7MYigEuJscE6N+CJ5bs+dn4T8axnv2crmfOiPQP0s9ocCgZilGG2BOY4uNs/rBjX/Ed/c9nyUoOS+e0fIKVCTDYEcBJ0Hs2evqDmBE+Mj9m7JT8R3X9ZG5KTsIR44M869W0afKonTnu61wOETmInj8zc1C/exYcRMBi6lEme3zLXs1i/PZAnGwH3Tm5pNtbk4REgyujLhWKMXrF65BH0cgV1j15+aGciiFW91pTfk7G8EIvK+8+/5J/+y/+hP/b//An/OCHn/HzD6/8v//Lr/iP/8tf8/Tzf2CNTlmccUt/MnMeHs/8k9//IZ998Y6ff/3C3/7d1+xPT6yzh0iWTk/AdeY2II29g+iSh9ZciNGSrVe9HHm0FqeGcd13XrbGawtOS+Hd4pxXo1Mxgn0EW24d6koAdFvZIngpMnz1kOly2a+czXln8EODn0ZQxAqg9cErg+cBL58af7k1fnTuvFsqqw/+iQ9qdP56dz6NlOV4gb3BIhmVrwtzQYqSr+oxd5np3vtMpq3PkUOO/GIcQEegleAwB9XpAZqnfQ6r5sZeK8gDKULxwqZ1RfYoc2iUxZtBDu2c8ET6TL/PosnrC1ONOp+vrG8i4qh3v6Oa579jO082HpYTweOpN0tTG2Mfs3klA23AUPEs2lhq5yNovckZPX0YajHCOsOzQJvMhbw5oonNgjADp00WxbgDCMygG2lON6hl4CzHCte2N1of3HrneWu8tMGl6masayd6Q5wFBYoeg9YE+OxZsU/KtjRoHBQ28gARg4aAgbxMSR/SNVzcaAOt6StODBVF7tMkaBZ55QjS2r2e7J1MKK03erd0iU6wSmERaSYTlDAdOS9+6NmPQh0yAenkWAi8mqHbXUDYYORWJH2fuS2oNdhHJ8JZwhiIKs0bMMTQtom5ZmomuZmwdI8dmhKz6kb5qmS5SfXKiMY0BlKA95n6cmOHzpNFiCruuh49q3ExYSYLB2lihwKju5rq19F5uW08t85tQLu+4jF4yOnuQAh+ceNszqXW1MoOTSBdzbctS7K0HIqKu0CAl8177JVSnGVZWWo5CoTwpDmmf4l6HSXjUu9bRtwLp9OJx8cL6/mkaV4XeFcM6tQ2ZhDpicgUT+ZY1iTLUqmc5Ai/LCzFWYtzqoVaKgWZv+2ZMEpx6tAkOLwQ7lzb4Hrb2bOJqWvF68p6eWQ5nynLii9n/HSmrOvhsTF6T6PQRm8bW2s8Pz3z/PzM9bqxt8ap1oNZNfoA7xmoSenOzvSxmPOP6pLkLGW6+XO/FxQsOrF39p5myNmE0xutB1adxT3NTL+/r+I1pV655i4nZWaGrwuY0ZNdoWeqMmLXs1/uWnKzJOi2Rtu7ppIot4R1bUOZsX/WpdkATdlaTFDE7slPgDBiFWQ8C1cxKemoTCVrrbRtpyfD8GVrXFvn7MZnD8bam6QLbvfYPzptz5hRZixX3FNhPqU2metiQBrfjZy8HPrpLilprZKwjNZkjh4qNErcpa+WjZwd8c3uHmMkI3BrjDZkupgU47npLaEJAaMYNqYxqR0xfRbKThBW0hNFw45ZQR9Nc1chlKmEWp3RoY1G23diOLWUfMZMTf/UAgx9jtFbTraP8pPpVTCN4SJXNo82GOXOzil1ST+OIUuQIinA4A4C9AmkDRW+U8aolc0tx+fqb7wYxWuC92KwdeC6N172jec+2OxGe36hbDcu1xs8vxLbgLXiy8oZWD97FPupa3qHGb4U/Ni+o0ndjP2HL5AhEKBqc0xdaoZ+gfBqTFR4q8bQRLPU+xYplspyPvH4/pHlctG2xC4T9mkOflBn0ysHT6PQEexd8Xs5rVIo752yKg+tpbCuS8Z+aHtn7xo6laVo88oIomj6e90628uVtu1gek9fTqzv37M8PlDWC+V0xtczftLmHDBNPVujt/TJajuvHz7y+vETt+uN1jZOZBE/gg7Qu9iUVbnQNw6focn+rUVswlok7RFNfUqrJPWjN0mUkgVgywKtSTZmTl0EwH/fX9EbwxKsLeUAAN1FzZ+mxGNAa5uAKzhWwXup8jlF/ko5mUPeIp2+i9bvXnDkVRdloUWw9J5raEt6s2RfEIopMxfpXyue9THrpvSletOrHNuXsturnntkRhxNU8wGED2DOTvUYLaIiTm6iz2XrHo9u56gCmJhmpYpj4mvlNlVJEg/gc4D8sjrMEEfuEMps6ETdqwa3Uippx39gh3UkHuv5HH/uwKuE8Aih5EJxCSuoqFFfkYSbPIcbviUqOc9L0uFA5ScZuraCITPdx0UqxrAFeWZsfdkfwW1VNxa1ujG4sobozdt1EsLAAtyMYQGh4dpKaZ+0ysP77/kX/+Lf8L/9f/wp3zx5Wf8zW+e+B//8pf81V/+PU+//AV1f2E5a4NkQ2fx9HjmD3/vh/zoh+/56nnjr//mN1w/fmJ19RdtjBz43K0CVItk7ojB9C00FxgeA8nRcWKZHpqZkwqcY0ia2lUD7NWoVlm9UM9nSsDLttH6jvQcRVVA5ildZKd5ZbjxzdjwWe+OoHrnHJ3LUng4w49G52SDMjbYjeetEw4t4LP2yk+b8w+j8MGcve9QVjwWzCtT1guTuSVmSOtOtWwvks1R8iR7RBpP6wdG7ww3asolZ010sFeSaXp00en37IkCWojB5HkWLQdXiiU9PVuyrkgmIhF39UqpDOtolXIyQJM5VEr6vQw9z7POa/O5+Ude3x1EyWm+/s8O7fuhUQ2ORBeQD+ecqstc9WASAD3sXnjmsyAt0zyk45hCRRZjk1U/J2xYHCaEMNkVE83u92DompjWpbK2yr509tY59catdW7bzutNRVg3513AaeUo/nsittnyZaGr6Vmz1FznZNJNYIQDNZv9ifu4zThv1Oo4nd6ySDTJkzx12ULxkqaUjcH8jhEJCCI5zd5Ck/80eSxTKhJTJz5BZKFyksHkKmJKGt8KzatFlNk9PUDMUpJFJDo+H4oxb0Qe9JS4dCi9SA4xk8QQythHpw9pk81KUgrH0dxGnqcycvIwBj23cswpWg3tkJ/yMKQCTM+Djg/NTazkdII0AzaxeYZzGFIeRes8ty46edt3bnvjervRemeJwVmdW2pTF07unEuROe1SiQlQJOLuadJnVRt+qFUhxsBKodRseFxmmbYuMBvOo/Gq2qrUBQZKypT08zwzXivr+UQ9rYQ52y7mxhjJmkrdvZL5bF1IlJykr4kauZwcX4P1dMaXmlIAfT6ZxQ2265WXreXGIKOWyrIM9m0/KHhZYhG+sDw88PD+HUuV3Oh0PnNaFpb0NumpRd9aY9839n3ndr3y+vLM9XZla/tEu9Q4phFYD/2+QsrA0EagkfexVCWUkpugpLy6JwOh5mmybDpfo6fkwpw63e0nsv09fpUsUMWSMChZNLpS5qEvDZ3bMRHKpHTP1bOYEROw6oNoXdT7kj+fVdycCih2qEA2g0nVJifo0+9kwmZYNuhGsuAynrgAlHWptE1N/6k3bltnu0k21gc0nHdh8uSpLhA2mZFai6dnd07EWkA0TUAsG1dsSshmoapXGPJlMk3IfXT63g4mXGRDK8bO28lkFrIWc+FCNsUmX6Z9Y9tdKxZTinQYmyMGi6amdrBCdVnjyG/mAh68irXRW5OJNAmg3zMShjOiMXU9KlaGJBWty9xX6FMWjsAQSNp703fJocto44iXpMkjSZGO5vR1CCgtKp5qrdpuNHO+iXXY2qDtPVlNljVKAs/5Ieb5Y9PfTzRb79XjMKnbrzduXYDAvu2svXGyQbSg24JfKstqnJei5m5dZUYM+OAwTHQvUBXTY1mJ7D68LpRFkpMolbKu2LrCUgFPeW4Chr2n7j5jf63YbFAz9p8uF+rpDGbsW2Pf9XdKzRyceW96HUzJteUzNoDhhfVywdfBcrnkdp6M/euquql3tpdXXm97xv5CWWAZnXbdmJvedIOdKAv1/XvOX37OuqysDw+cHh44nU7UdUn5VGfbuySb+8a+bdxeX3l9+sTrywvb9abP4YXoYvGqSQ4oTj3pPUYYS9YkkeDRUrM4dqPP9eTAlAIGdvjd1fSQEdPLKT6lsDWHSd/flxHH1pZRkslFAlVmRFmPJnMfjXAovek5yFy6j6DlKo+3a9yBN7Eujth5Pq3yoOuSRETlAKoVH/XJ7MgX9ls14vTJExMxQQvjkHePZFXECPYozKUKAxlcKxyNZA0nkJGyx561xBxWwsSEUmo4PP1D9DPF7s+epu0JRhzghq6lnPpmg6MBYjH5KJYiMHvEPRdaDgnEFlS8n8svDinNxBhA8R8OwKvmytludkg0J7hMgieeKTmASPNOUpYT03draJofuSRE9zKB9zwrYPkd5D85suczn9IjxEobyBIgL8PA07pB+daLsc7ZrMGxNWYEwyvl8TP+7E9/n3//r/6Y919+zs++euJ//E9/x1//57/l9s1vYL/SrfPxprMW+8DXhZ/8+Et+78df8NKDv/35t7x+/JSsB13sMboMzfOMMZoAnQjV1WNkjxZ4ayw5GJDpfBp2u4zC9X4aWtR15TN3WsCtD56i87gWijn1fGY1I275qEywLPtPy/rZSs3YluzyKsbMTvC0b2LVeWGNTqWzjBNnOhca78x4T+PztfBFbfzJfmOLwq0ar/szr23l+jrYTyc2BjdbDj9EM8dOJ53aBC1GDPYxCE8PnjHZoarZJ7sd8rzl4Fnneprdqy8cbWg5xpS2lbssLTx7K1D8z3pebLZy5KFSXD195JY6wFy1V/4/2oZqevaayeeyFGex776T87+DiXLXHRYTJZQ3OOqk8Uwd3KRQMoOmJZ5pd0TvWEGUz63+foIwaXKDGfVtw6sIg5XcHJCgzdsgqgl/kY55qFCTGZA0h3WpnJIFc+k7Lx7cdvmMfHy9svfgsxGS+XhOskj6WiJXKY8jJsAQdgTHsIlmK1hNjNcgZTAki6DipYu27KlVjFxr5hk0E4eczcUEQBYTClgi2JqmfBaD4YVm0xMi7xX3z+MoOAv5d0l/8KMBmkjy1LgOYA+5xcxmU+cgC3WznCyaJhZMqu98KMSIGJGT2cO3QgDOyPuuc1Aonmh2uraPETSbGxo0RfOexk5zJd5IlCbkb2NVDbeNQYwG5cR95VvISycTRSRIhUmuso/OaxOAUkfwkIm9JfhUvUi6sywCqNLfpOmSZaHsQltzAlnKnAimEWM2KwNNWMqysFQFKM8J6hEoamdpapiGOZTKSK+H4oWyVJbzSlhha2L7+BBFcDZtc5owv7OmkF1naQw9TxTKomaTRatsbehKhTulKmGVriSx+GSUGfsocKoslxPLttJfOhHGsi5cHh85PT6ylsJyOrOeT/n8CPgjQism285t23h6eeXp9cr1+srtttF757QuWiU+Ire9aNIx2Q0M6fsX1znxTOr7QDrabgdCLgot2RQKWGlDPk5zio8l7fYNoPV9fnmtKSXL4i/X6c3IFhPszuvkaQpmKcfQX9SqcOy+1W3YLLr09z115zHpu1hOFRQfVXCJ9j0iKcYart/vk4nFtQ/JDBlTspEA87KwtpURg9O+8/rpie1VDLmn5xt9BO/6YL2sLNypncUQUDE9P3pP2nkQIXNj83uclmbe77HfVLDSc9NAJm9tZRErUTF6YF6SoRlHTh3JrHTLjWMolu/RxeRiMEo9WAju3BmJee/0ue7AUhpyHTdgSiRn3xgkQ89mY5EVLPO2HuI6gRtmkipVFTgWQx46AaM3xrZTlpIyr1yjmOCSWyFcbCQNYlRINZv31w752CiuGD4gWie6QYTeuxbitsvfrDWBE9MfJgaDXNs7a4kDVxrsMTRU+fhEjeBigY2e/k9q1E8P8gpxgnI5QalqKEbKXWrV53DJAH09pf+GyVB8WVIDnoXwulJPJ+V90VCJXH1dYkDd6a3J16sujGSxuBfKulAvZ8JdMsgER86nuym5+tMEKQFG0G571lEDayou61KplxU7nVTLjZTFJsjPGJT2/x37W6lwWVneXViuF/qzGqx6PnP5/DPOn73XeufzheVyEVCX2nR1pY2xb2y3K89PL7y8vPD6/Mx+vSn2L4uGPF3AmrtR+qDUk2qANqhpwDwZO4Fiv/yYOmXWpj6vR9ataTYc2TGaLmx6bd2bxu/zK+ZQz4pmcIJRVWMX56gTi4Zffd9pLIRpOiw/BUmfzSsZyvPv5uAxr7slqOlu1HJiu964bTvmMqR09KweA9xkKS+VAzjAEmihzvZE+XyA1XsDFzYBhWRp14InUDJyS0dWaBiWdbmoHBYJjryJfySwURen9awhTN6IuLbFktePe3bT5zlAB5lB9xBzYxhM4cgcmmYffvRhZPNu82fsDTBlKJYax2+bxLQg/RWN31rEMZBM0zNf5A8fuX7GGMvruI97fguT7EVLRwC06Q6T5Hr0jsc4Pre+k+sEZY825vChFrGki0AuGwmyuWNF9WUmW/Uay4U/+sPf49/+iz/m8x9+xt9+9cT/8z/+jJ/9xV+zf/sNsd/oXSCf9zj6h3efv+cnv/slcVr4+3/4mm9+8w21XVlrxXBabzmo7tr8NsQJYSSDqWnrWinkdtcFc/lp3npjmH7PwV6NrGMgaxJjMce2nZet8+qDx5PMyUfvbLctB33JIC1VTNd9QMm4t1R6QF2W7NNDPj9Vz1TJwU9H3+OJoO03FjN+aDu/7zd+ZMZnD6qNe995aZVtNMyannGr7KOxWeFlFK4Gty3Y3dlKYc+huHKHWDkxsld0wxJ4sugk9/WoRwoypzaXzCcIwhdGTAPqHOaYcIV5GiPPsYYBASO9SH3uIzTcBKAwB4DZs6rHItlS5IC2YWhwI6+W+dT9t1//HTx1BczppzBXMx4oZoaGTm4pIO6os1lKGHSDBSBIWhNZSBsCJpjJe8wLLIpa5J6tCGPrgwUVsVPdNBHOadjmebEGsygU1DKBFvfc2LMZS+0Ul8HgPoLXfWcfg3f7ymmtR2Hc8yoQetBrNrsxwZwYTAbJAbXn3+kkYm1q5Com4xtCDSqmFY5dwI+73/V+Odk9pEHZXFgUSg0WZFQUMURzJSDEH2nhbzZNgHU/mqGlOEu9S4Zs0qGAOPA98Y8gtfIjqC4ZSCQ1WptfCs1HbmDK9dJJm+mWE7ZJizN0HswPxF9IohFL1ardHky51lyttxR5laylYBHsQdLVAx+dMRrUlcNRHEnMLGVFWtXcc7gdhxZafzbYInhtO7dtpwCLKcm2RKUfS+GyOKUuOnH5HbJDgaLv5RnYvCyHhI3iWSQ7IvU7bgJZLGnX1jXdrsiYrWi3XlKYB0upLJczpcgUC3N8WUVVG6Lcmxt1rcdHUi05dO+8UqvkctM/IMwFMGVaF4BVk6Zn92vT8yzWympy3Y8xKBE0oZTYSdr/sopufbmcuTw+sp4u2kqUpop7TldHmo3G6GzbxuvrjeeXV15enrldN1pvVHdOuQVGj14k+ySonsbW1YkucHPqrk8EtTrV5F/UQzFngnUW49jAFWkUXBclpW6KdR1Sjvj9BlGyt1Zj5wL+SDA45g8YqQuOIz7NyY2MKlM728Vq5I3u1FwykJ7NNjkhdvcsnrRqNUKbPEoC5VMHm/zAfD8V0m4zenEAOSrIxArrMehhLOtJjXkf7D24XjdaDx5aYz0vAjyGwNz5fIkmru8wpTjz+jBj/2TimeK+BrGO5ZY3q3rmfEk/MfPcchG4q3ifrLTjBkxjPxcToEbAMthHemBEF/MigYuOVnaPPmO/Cno3mWeuQ1tfDp+kNHBOzSPk1As05bcEdibNm8hVwfW+unm0nT7exFUXAG97k1SrFHxRHBTz6y67CcBzG8uUSR3gUS24D2nnR5cBdQzKGPi+M143WOUXQsqK9oj0YEnm0Ly+s45ZqmqI0Wkh/6vteqOaUenYttHaAKs8Pp44rSVX/+aEuwjUVozwZIKapIpVm0VwgeZe5B00fQcmO9aWVWelpVQlgb5STADObDDWlfp4odQl/UkcX0+UZdFEOvPlclpwS7YXkmCOMfBaqMhTJ0anD4GYc0OQ4n4hvOT65+zB+mC3nDKvK0uRwbt1NQ8YxFKwhwt2OVF6xyK4PF64vH/Pcnmk1EUeKLXQemRxnLG3N/bbjevzK6+fPvH6/MTt9ZW2bdRSWJd77Kf3rBNlKlqXRZr8KiPcHp3WGutJkrniLt8eVFjrrAlcG29+fx/axORmDHfJREIm2Pb9tkTJ1nuyGCByvbaGvWqovTgLDlFoOPsY9B2WBcwqFp21GFvJJQKjY7u8lSRvcDxyOQXyvNNz7Gx7Y9kHdSEbIY4a2rhvCyJC9XSazUoRem+0FccjPVZG4qqKdSMcH28YNhQ6qvt6AhtB0IaJ1Qxa0R4+IQD9rgRAxACTZ2F3e3MdlUeq56AhZozXIHLmEpIBE2gJh0PWgqieHvfnEzgGoAq5kcPCqQ6YAGKCR+lBNRKUQCRANePmtOgpeUr/IyYTTv2TsBE/WKDDsjPMIUAsmTq6tgXNhRm1aBB529RFDZnEYGPkUFe5IHkH+lole8ky41QOtXylHT1Xp+H8+Ec/4F/++e/zg598wS++feX/9R//lr/6j3/F9s1vqKMdnoyegPdog7Ke+MmPvuDd5+/5+uMLv/7FN/TbK3WpDJfkto3g2hRDl1IoKGbgBevBsuQSgllXooZ8cfClsmXvsYf6kD523Dy9+kr60hsXjMLGjlhbvhTKshJlp203iJ7DE9WzRszmS2zWpVBrwZAKQ7WO4n2dOWsUbBkyeR1GM/gNldfhXMvGH5WNL3xQz2e4Nb7eCr8aMErlPILzUniIwY8clhBjaISx7XB15wnjUx9cXSBLixNTfgeWvWFjek/KMFrAqWVeHMm4imh6DtJX0xP0PLa6UpLBlctlstZSKTpyMtKztkmGvIojATaI4FCKQP2OETFZcSmFuz9h/83XdwZR2uhH8SgDzHrQscSWHPdpR162WWB7PsRCKxUAFjcWl9Z1ToA7KnxE2Rdq52Waw8Yx6beSKDKRaxthrhaLbJDn1G6al84PNLI5nGZV7qZknJ+69862N15759P1lT60QcRc+s1iCKBIQEfu4X5MUcn3V/NvGYCYpdMdWELo2shm/9jbDsfEfZgCs8ClcUREA5n0kqi969qNpNYly17XOoLC0MMfibgRiSAHD2tlrVodKE2qNKhKLpM3l3rRRPAZomaN49pa0vKnp0dnUmaNPOChz+Nl0vtrrm3s+YyV48wOd0bkNDPZBRVSIqQ/14YoDo8PUcGF6DsBnhsEemc33TcVbnl2Eo20NPJtvbONxi29Gk6m6ei2B8Ocy7LwcFqPgs6O/3D2EOSEz1WWJZN13gNPBk2e85pU6VKrpD3mRJ6DyaQCxKTooSkGAm+ml0hFoMCynJS8s6hdipqevY/fOk+GpulrMmFa7wIRRmc0fa6D5e5iuQiYVOPqY9BNIOg0l+65mWfbUxbXBs0Kvpw4u7HUFa9au3xaFpZ1UXLfd461rdkYt7bTNk0k+77R+84YaZxVVBBXAxuNMGepK4/nlXeXlW1vbDnJ8tAkqsddiuMZG0oRcFuyMW35vLecope8P56N6PQ2mquhv6+vvvcDLDWmt0YCH6ACJa9duAzGp4m4ijEOlpuZ3aUGQw18JBi/t87Y94xrSnwxmVlTHoIKTQvFlaNoNJjG4JNBNGwmwywuySxbXBPF4tR1za0nkqRse+O2N56fOq2fWE9inI0B0e3IM8qFYrgcYJJ+ueJscLAkJ8Ci7yRw2lAcm5r7g98xRhrVJaNx0lmnHAG734vi+CgYe9JVk7UDB7hf5nQnQrrkBtfY1eiuO+uyKvYXmYEfq3CnzNITmDq+Y+bUIhnr9DKotdBzpWNkbplxn3zeDsDGi9b8eua29AsR6FIIl2+YmJTyBFHsF3BRqkM3TeNiaMiw1N+K/eHO2Dda1h/E3PwW2uAyvQ0QLXvrXYzOvbN6YFbZXzRJvDyeuby7KG4MJPOyIEqlZVnCumhqnWyYySa0Ih+JWeOUzFO2CGSZ2wOVxvw4q20Y7EHrmj76slLOAvxqyDetnhT7R9PK6zVZN3sTpXrKVEEM3CV9V1rrlKH1xGPPafpQLPZyP9NjBH3fVTPkMziNFX8r9m+drQ+aV/x84VSMZTlh64nldJEx82nVs9B2na38fW1v2sJzvbK9vNCvN8ZtI8agHmbO8mXxlBgv68rD5cS7hxP7bWPzrCmyPpyxH0PsAVSzLp4rrWtJHxZJ+/AEXJggrKdcLLc7fo9fEQElNyLOYDo0Bpp+dBqEFkROF3vLxkjD636Ay7ZW2uvGrXXWEiwjMOssZmxwgAHF5HXTYuF227Xcwc8UBNgoHI3M7WqpIuvvEVr5bTPWz7BPAjPOwaj3+e8TbqlFsjyBzsr/fTS9Zw4C30pgtIUKYGjBRuQgEG1wjAgOpeqbEqIP5D9lkddvenmlLMa03AAjB6cBszosfoApkzE1hrxe5jZCKykhCr0nCXRoeBl3cCX9KTxBkzCoJu+N6Rlj+eyMCcIQRz92bDaam0jz+hg6K43cjAh8em3EEPPYTT3JIBRXUi0wh8+OarVifmxqKTOX251HHDHoVnj4/Av+2T/9fX73d3/E1y87/+Ev/p6f/ae/ZP/mN1jfmL6idYIz2Yw/Pj7wo9/5AfuAX/76A88fP7CuVRKdHFiP3tR7LDVZlUGPXK6w+sHCN+QTZl4EvLcNinOpAjNaDG5NbMfTUlmKzpNiTceXwsVPnEZwy/i4FGchuPaO1l7r4o4xe5iiFe1Wmc49Izg+T5hqNXkPDlqMg62UFiK04Xwqzl/FwstY+Se+8Ts0fngpfLYEP2yF/9KMX8bCnjXT4sYSncdqvDfnHfCZBT/q8sNqfec2jNdoPFF4NudlDK5eCRaIqg9ADqITYAnsjhMwWcqRufEuGdIz3URGmOAKEzjM2hH1e1NKJyWFg83eNOiWHm4hPpTT0sZJRAF/g2f8t17fnYkSetPqmkrcm0IVTb0l1Vgi5CwgTYXRLPzIThw9oKXUbChTDtS7mkbrOfXzXJnshx+JHjRnrkbUJFuNjjNZLTYRHNGW51eApCQOItLIlXSGtmRsIOPVk3VaHyqsEl1ubuy9yKzMxSSoFTEN4ABrBBwklTomsiqqkT6PzIpGUs1tBohIDDbsKD67RiL5vpGGgPNhSnZFghsjpD+rJpDKLZMCk5IprX4Bigeve+f5tdPXwWlZoATz1xXjuMZ1FoOW/ihF+Htxw7oRlmuh0DSnmXFQiMdEHZN+mc1E8aTYl1xPSgIcVMoy2SU5kc6/PwvtuSqbbMrE/hj5MIp9VCAfMAUdt4DR3+Ci0qRO5sJr7zxvnTaMh1pZLNjawErlsTrndcmznWnCLL/evbGCnER6ZfoNaKuEgt2kIwYuzXDNf7LIFkY0E4Su1eh5ZszUbFihmwCvugiEiXw2J9ul9bzrlvS6nDaWKgq55fevNRgtteHo/GwtqCMTwgxkvdG7H1uPDIjWuG0br9cb+3ZNOvnOUgruhbUW1tOFdT1R60KUIqf1IU1+f9sAt8Z+vbHtN0bbaLkJyYv23Z/NOWVRYwFLMR7OK+8eH/DitJvYMt5F1997bj3J5BkBXp11qWLQ5fF0Qw1rl7N/j6BYpOmu7ieWTKDv+cvz2a9Z3Ghdo2LpSAlJlBmXScmEOsywWaaqOXeSeppyQgF1XdIMM6KpwGoxCB+43QtxsTZGTu70fsV8quWO+y3Q8e0YOSeWEpEnI8GopxXcc7q/ST9sG63rHI2dYzK/tUbN81285HVIX5j5W4L7pOiI/YqnAuNE053mzOZ6Jo7YD2LfzKntjP0TzMuiY5pra+uBmJp7FxhYS8FyYtr11RWLsvD2Dre98dI7vQ3WZaHWkT/fUtuvUx+l5DaX9AAoCXBnszA37PiygncZ8w7lmmNl7mSHelKYi+daX60wzpJcHiGnlc7Auh2/89DOH823YrC5Y3XROmtuqZWf+5H05fsw5Bw+De/v56R3MVquffC6b/RunE+VxQbb1rDLwuNp4bSuMl4X1fBoGIalH5oLALEqpsrcWmClHKwgDRA0afP5c+siIB3L7VADQ2a3NiLZnJqkURfI2F+Wiq2rpEvZZDiSno3WNGEJ5WRtfksmT9V7O+DhDBNTaW7S21unjqC+We8YXQCdmjINykbb2a5XXl9e2a+v7Htj7Du1CvRYa2W5PLCeTjKerLMxkUH/MbWOQewb7fmF/frK2G7sV+USL4V1WTm5swKedcRSjMvDmcfP3mHJihkj8N7BZFJL5i1PkF7b61aZ8pKDAkMm9n1QEBvJE2SJHHJgllsgvr8vSdUyvrmm+LNGjd5zUJmm1AbDtK6YrNdrWeRLMFr6+zljG3htAtpyC5V7ch1yA1px57KeaOvOfrtSe8NthdwQNT1OdCp6xvxkokcQnkBJPvRBAhKjH8yP2bhbAhCRRYEN1fR1ACYmxtxiAzN+5PMR+XliAuaHgFPXwBIMHwOvMwck6JBxIfGKN4M0VZnuLklffs565NxIEonOqec0XlnnLvkfcPiuROajzsyPOSwrs7n0e/5xewO+6Ht6BF2duWQbQz1ETcmIOiA9M15MsTfusiVLJkgMbfbUYBhq0bCjMcH3ccSZKVLSBtQEz0JSEc+tn2U58cd/8BP+6A9/zLUP/uKvfsXP/uJn3L76mtivjOj5XvlJRExkWVd+/JMf8PDuwq+/euKrX34FkWzvqu2ybWjL1LKoXunA7XYTwLuUZChrOESQMioBh0xpj/5AEiIGex80ayy1cmxoS2ai+aDEoG73xQbrWqm3HHpHvAHVDIsudmEM9gzPk2VJ1vQWgxiWvWLP/kJgOSFQpPfgFgt/twfPDZ7Wwh/Unc/L4A9L58vq/M3e+Zu28AljeOVK5RX41pxqQQXWUnjwxvtifG7wGfB7YydGZy+F62i8bDufSuXJK1ecln6SpGLAFrFwa4J1PewAVwBo+Wwn64fQmegt8FWgyBgjpeJ3woKkahPsqzCG/DM9h9bmYrER1FK0JZjvBqB/ZxBlIkFz5/WBjZphNo6pu3SQ+UXn9I84aHyRWWnO1UgwRtKAlAxF7uFOpEoXYRygDC3wym95j0xn9kmBbjFxFP37Mdks88KjNccxIlc1Z2OQBWLJwvrWB68tWSChBuuyVNZSWat0Z9KI6u8Eiajmw5rg9/FZJhBgcfdzMY+UXOh6CQlGnhoRSfOLPCD3Ji9CiUG/R4etpYa7ZANfyC0Tec3l/aD7uRbn1hrbtgnpzfscEWzoUFczWtF1ESCgwjbeXO8YM9A6Y2g6euyqLxz3R3veOSicloCSJSjiBIsHNmoWyztz3ZV+Ug+WlzQP9JH4YVB7BuJAazINasBqEBbHxDEimxeJX2nA023neZeT9mWtnKsoqWPAqTjntVCs5MOsAhkT2r/3fqCqbrktwBMsMaMnBbKY6JKWjZdAlEVa9Kppd2s9ezx9P63zE8V4Mn1m2K11kUdD9oX6SJ7JOenmeV51DyyvuYLD6oUYjWYjNwEleyCNnhqSe0UEt60T+Zwaohvue2N7vbK9vNLbpuIk0Gai04nTeuLyeGHNNcae073IwjUS/IroxGjs243bps08265G7HJaeLcunJcq6l0WbMuycnk8U2vh+da4pdnkGI2Csxqs6d7eQ2DsktKfYnNtt+JGNVIa4Lr+blpLGxo4y2vl+z2NtEgQtGqCMNdKYllwpsfQlKsN4C4JEbg8ehfrzICMH+Q6V2stz2n6BWVBOyUhWlmcjMTQVJ1srJX/0ishUbPIhs9SJ3/Eoowf0TVNJ2n8VlTA6JM1AeZ9sA1Nj67p3F4xzktlLQVfZPIpje80GZwAtyYr7tnIQSIF4w6W90FLuVJvPWN/FuMJFtoEDrIAiJETpGR7THNvxRqZlDdamssqVtRkOx6xP5//pRa22yYjtQTl5waNDcWBihG1Q+j94pB+mIy7fZHEIiBwRs+p1xhv7r+J+NNz894R+wTnj64JmgGLg/VKtIXoW0o+48jpMVfwugzgR1HhM3ZRk0cL+qZpZ43QlmATu6W1NJpfa56pTnPnZdt4vamxv5wWzmtuGRzGusDptOByBZaHSZlbN2BvTV3AbHJqxT19WZilbmQuTklzLVhd8WWhLquMZYHeppQ24+LQdYmUzk0vHg19VpZaj+erFDt8EGLMUZ5T5lYI1JxO2dRaimQ0Y0gmN8Zx3qZhcl0kB96ujUg/IYCxN9pt4/bpme35hb5v0NvBjqqXM+v5wuX9O9bL6ZAKy0i66b/R9ZBZbGO/Xbldb+x7Y9/lY3Q+rzyeVk6nNYFL5ZDlfOL82SN1rbxcZQAvc0IoFBYzlkXMlSl7qkVMKc/6YFIR3A2PwaAIuEl59QgNEepatUnre/wyGxoWqueiu7bX4draBiSICITjkauGu0OIvTSp0dUqUUfuMlXWKFmrzm1f04Q8st8otdCuYNHxHPI1TcWY0pfpFXj3vtHwY2SsLdnsHkNOi7ufYczPjnLM6LmlTB/bht5ni041l0yjGDXsSGeG5GUjBvsUPEbmLJugxQR8ONgrkfIfgmRJef7cVAzqw6kZBnwOwLoaR1Qnqm9RhT/MjuGwGbItmOwTixmUBHhh7FNSNIEV5gXR/RyWk/7553NQkf1eOZLHZIHOa2J35geOVsvm94nZD8YBei/FGS4z1pYstdlTxjEsyd+TOZdS+cEPv+RP/vh3KecLP/vFN/zdX/4N169+jbXXXIhRtK0Jg+x9BoWH9+/48sdfsIfx9dcf2F5fOeWwwOaZjmRdLAvmYkyPyPXD2w131YZLkex368FStbEoYuQ9TC8Ol29fazs9VF9gCUKmmsCtQmsYUj1E3k/3go89z0vc75PX7NegxDisEbTtUgOpxZ0yeJOPPDcXjozB2qraAkY585vReN4b30Tlj/zG76zwrnb+eTV+0jp/141fhvE8Bt0WAhdDvRRuvfH1vjHaxrk6D26888Z7dz6n8VkEPzKB3Y3Ga8CnvfJNGB+BF6sMqr5XMgkte8uRQ2gpOnS+Y/rLRAJ3MXCvAjVmv5wg1oBja5/TaDFkeBt5v7P3nmSBw8/vO7y+M4iy5LR8IqfTFG42+Ad9Tk8u8n0T+ljMMoHlqtkIGUXmw3r3C9G0almWY/2V3jITmR1YRgYqOyg3hh0TfZiu/JbaxQL0u2Qmp/xGHBt1zKV3c4wRnvSiYO2d277zusknZWuwDTjXwTtWvGoN1yEByM+JqylLyxsBHom0ih3RGSF6taFmwcjpbU5pek8KuKf8JKcuc+p5HJL5YBUxdiZdNhGdvF66T5ABmkxeruZ9b9KgeQbxPgbbyC0vHpxr5bSIOTSO6y1pxOiWJl3aCKPfEb/lR2MxINlK7qYMlQHm0FZHFj6lUHonSgJ3eU4EOiUyHzKsNdPmmTDD64qN/kbLqQRSTPTu1uTZQ4I5vQ9uY/Ca9M3H08K6VG6t87rJnPWchbGOZ1FRtig97PsGLokIA2nuzBRYEAVxsrbMcg1prj5e1zN1zZWYVeencDcy9VJgJM0tgRutt9TK4XXRo7v3Jg+dcmdZHM1jFiE1wZe5UGnS2UYXIDID0Ugg0OEAtoqraZmSA+2HH3ioKY62pyETuQFr4fTwyMPDhfV81jaKsoAJQGl9AkUu9sdovF5vvFw3tu3GtmmS+O688rgunEpuHkn2w2lZuZw1wXradp5eNtoY1BiEV05nZ61VbLE8U8VUSHs2tyM0XWq9aw25acuV0G+Bp148zcHVPH2fX3VuE3GyQY6jkY9xl/rElIIgvIRknRThA7m9KsERE+AW3GN/KWC+qrFOnaylifLMZ5HxTlvSVFSZoZ/LQk7+S0k1dxUVsxCcWuJjhXsyBJh67FIYY2GJYB2d23Xjer2x751rwN6C09J5CPBlZ8nCa4L1lsX5jOGRRe3IidCU1fQIRuuY9zTqs4z9usZSjpfMf5bAv9gJNo0xZ+yPkARjaOPRqNPrhDcsFxUJc+pZFqd0l4SpNQFDkY1S13a2HoO6IzbYWimhPHyw7GYxfuj2C0RVzIo3sT/p/+UNQyNy0n+YBo+gd8NK0zCiKO7Ms6I4CGTjoqM2V5M7fj7D3o+TMvKMlKq40bf0HEmfgh7Btjeum/TR7y4r63nh1jrb9ca6Vk7rojjcAxIcKesiI9frq/7/qn3W5mKz5qlV7E/WjVn6PtQFOy2slwfK6QQTGE/gLXRxdR2HyU+hlNzmtuClsqyVZdXa3b4r9tvyBugNxVZKUDIOTmPikX8uOaYkmbPB6wmCqizL02K59SabnilNtdHEGt42xr4D8lUrp5Xz+8+4vHvUtp+ypEwMordsQoD0OGi9yQvl9cq2b2ybNrE9Pp55OK+sJT2v8hqs68rlfMZK4eX1lkbQgzI6UWC9JNtwbqiKlD2ljCyS/RtDEs4emlj21vTsu55JX5JxlIDf9/nVk85wyOCj51QwGxgL1dd5vacHQVinWwb+BIJbb+DO1jrLvlOX5WCMVHe2IcPQORAFY6mV3ScG7uqhEYtDtX0cMY2MvyU/qypvp2fcn8OlNuU8kJ43yRvJOJVfRTXdBA0QOy+Qn+JkVGvN8mTA+yFTiZSp6LMmaNOCkM6VaYhfs7m/x+hZp2dTl8XvmLQSmwwNo2a9eIDs+YySTB0SXJyNlh09VxzqeYuZC/P3zHw1gqCn78VdyhVMhqBixwhJRWbHaTGyhclhVYjpNpnRv5XLI1QnFAHtFTHJEw1mIlA6T8kIHtqS04HlfOYP/+h3+OyL9/zqm0/89V/9PU9ffUUZm8AEOkQ/gAcQg2ZZnB/+6EvevX/Hx08vbJ+eeVycNU2sp6y+lkEp6slkzaDcvbeNbQA0LuuKuVbCS+6V03O7Wxeojtb2uehVg+5mKaOVj8lUjE/GYu1iwcUE1ULDUXWJCTT2RvNFZ8+zl0DG+7hAMxu5TXb0g5Wq9jS9R8yRbNGOc/9K4Wc9+CYW/uD2yh9W54sa/OjU+KIPfrI3/pbKV1bYrOST5JhrjfVw52rOhvFNNBgND+dswRcW/LDCD0rwOcEPY+ePRnAN+DR2vtoLX+O8uFj3kaQMki3lMZIFnP1i9rsYuUZ7WmiI7eSQPYzfWWrmBIPROi20NAfESFF9Mr/Pd4uR3zlD1KVKWtMHZvqQU+NGJF2ZIsqXj2yIyYY8UtN1BwjaCOhGeEaqnv4kZRbCOXl8M/UU+nRfG6yNLdnc2vSa0IXSEFOyGkfoYfR+FA1MxNUERJQsqGN6JkQFm5Ral+HksXJQTJenrdHNeDAZWNbiGl/PBj7NK2eAiRFsQ1tgWmqDa5FBoFge+RnJjzd6BmexG0Ye1wSsxdBwAysJWAwlPDKYZvCejBe9PIsk/ZulFHrr7Luo6pYFSHVn7cEtBi9tcN1vnFrjXCtrcdbiOek/LqMaztRsllwbZyS9qotmPNdhzYM9k0LMazbuQcDDmSRDTZCzAZkayklVi5k8J/rvSNghsM9H0ELU7du+C4EHrltjYJzXwrtFpqs9z+1aCqdaRLf2uQ1H5oFRZPhlpaJ6yxgeB8vETedYK8hyQ4+eZigL67pymltqLPC5VaOqiC216vmxwFwu914r67qCeWrFXaBEAmZWFFwiEdtSi5Jsyc+MUSzZV2gt6Na6aH+RFG/XxG9YUtwS+MQ1ubYJsFlw652272pU0KRzOZ1YTto24ecHbFmOJrePYOsCMGpxlqrrc70N+nZj226iMGI8rgvvzitLNsZR1MycauXycGFZK1vvfHi6ykS2OCWCtbrMv9Kdu8/mNJuV3rsml8DYd7bWDmZcTT+VMbfQJDNtKZImfZ9fdam0NpJBJGCcrnhjzDicfJQJtBtHnCYii64E7EZX7O9DAW10xbKSK6u95JQxy9sJ7mbsJwIbKryspg/RASAq4WowISO5FgG5onCea73esD7ciFqwuAP2mtbIOK5vu3yqMHoYL3tjXDcu0yG/TAaCJqTxZi3i/D17G5q0bTv0Ri1pou3ToHwwZSuWuU8sGTvi32y4YTJvXNlr9DS6TXeVpD3LnJUM0HaP/SEZ69h32rarMU8zuuLB4vKDuu6Nbe9cW+N0WljzmfBJyUYyVcXsNL3LYk/N82DsmohOk+HD0PtNvu5Z8OFaK+2jih2kBKb1ybeNsbc5EVChZLp3Hh1b9J6ja0OMD4jWaC7fqtu207vRzLntjY5zqc7jUqmLJJdjF6V7Xao2lbm2J3mtisu1KK6sKwukZHaoGPaUc9aaeVo+Vp5gCOvCej6zPlzwRes+fVnk0+IjJ++5BrR13IdMaevCej6BGXU96We2/dhi5STbI4cmJQE0r+WI/SZNBYNBa522aYWsReCRoNobwHKev3BLLxVLIH2w5zp6Q8biVmV4vpxP1NMZvzxiq+RHkqRqK8ToWr281AS0e6NfX9ler7SmWufhvPL4eKaWog53WfFF9+Py+MhyWtha58OHF/pQzC9jsJwEnnvR8zsy9pspN43WuW7aSjS2nT19uTB5UNgR+5MxlMa1y/L9BlFaqCYFrX622fNnPHm7IWZkzac6BOa4RvehEDaw3ihLkTFodFaq2GTkqvesBrXSN/ODpbzQs66d4EakOjMyJOTAqWelMgHkY7PJ7IpmvLKUCYwcEk2UcTIg8xrUbIR7aBtaHXYHic0PEKJIn3PUszY1NfmKzClWnJKSR33SwvxBWRR0gVdtyhjyjBLHkLZnAzkiBUCJZ81rPgGYA3SyuRElLx66riPm4ohg+ifdQaWUi6aUjnKXeEuGqmHrBNMj36L43Aoqw/5Ik/AcLzCJ0rXomkcyUoY7XoIyyiGjs1wNH+mdaKYBd6+F3/3RF/z4d37I8z74m7/+FR/+4dfEdjtUBzWHtCMkKVFpXHj32Xt+/JMvMTOevv3EuN2otYqhocR/NDWyk7D0yryxtY3rtrNtG8t6Yi/OddP1X6qAOk9eqpr5mttVjShGKfKPsjE08E35mm7/mMcTd4G7U7I7JfsTFGeIZRcJKnkM5Z1S2G9bfnxdh97FTi0jN2V5KjCy942U+E9j7QjFwU9R+M84X7WdP6TzU2985oM/WAc/7ju/6p2/GZWv7EQrZ91YJhhf80Au9A7NKjvBixm/GoPVCo80fmidH3vjSzc+Y/DTkLz2UxS+iZWvuvMhYMMZrvpED5++i0f6JPkcVBsjDXyqiz4XCQ5NpcdRDiW4VlxAp73pTfU83bvm/9brO2cI3UQ9ovtolD0OxHgWR0JpS9KCmZ9c/zW0IuxOpZOEhV0GMTFEKyILAnmHJKJnnt4hKty2NIPcR1CL6R+/TwTfwBYZKNNw0lNnxURJJ8IcDM/i3N4YBhLgQRmwBCxV4gwzGQXtrdE7fLzuVDMe1sKaF76Pwb63o0AfETndy4CfWtzqrmY9p2MN6O0+xRzAYsm4cWUObexJcytTw+GY0M0srj2/vmppx1pLxo1CccRImpv8SUbXZB6Xc3R10pSocWrGrTWet87L/4e9f1uSJEmyBLHDLCKqZu4ekdeqrq6ensViFk8g/P+3YGlpsejZral7ZtzczVREmPFwjqhFA0TT+TB42M7x7qCqyvRwNzNVZWE+fC6dlKhrczw1auHoDyPvksmtKOPkdCQmi1MiFX/mul/42RQzzHRgznMIQQIx6f5dUsydCIwuSZjprFPpofdqJT3UjCimDsKMICgE6d8jcKg4Pl+ueHfd0IzXLMdAycC2N7Rtw0rgWc2BFRdoQ7o+cpJyB0l9XNvjWs6BIQ1gnHGlQdVGOvfMBLxyk1r4ur3w5yQAG3SO54al0M8kebDMmbgdHXNIi+4Fy3rzNFZaqLr52WS7ByI5gDYDD0ZnMSqtotUqNopYG6ZitAyqZmAMNqEzkskLraHuG+npraHtF1y2HfvWeBDrGkCFu1VuByN4z91uN9z7gYjAVguevnodxQkeNYFI+9MFkYFPn15xvN1x2XcUEJjZt4qL4pCXl0TR58p0jgAmwcveB/rg7y9reFc9q2WxEyhb+NWbC444txQjAjm66MKkP8IdZR38pZ3AyRSgO1kA8DCRVWES+83mauyWVxJbgOWJwYQrxqH3MTD6QA5KKWuRIbZYLXkiJWt7kfAsZNGAO7PHVs0FinMqMICMgVJUWAIlUiZvkjQYTZz7wQbn041SyOvWsBkAsPkZR+d5okSWMaa2JkAend5ixSk7W7Gv88GUSp38Z80OB4qkTAKqA9quC5xazAt347nr6/zM85xmfRVd2OhNEp1DbpaiZ4HpYtdasFXHcQy83jtuPeCVZnmXEahgrecCJWEzJBthUwbjIoNxxKnPVltY4Lx/Mg0YQ9ePjWTMeSa0zZjcGt0OptA462SaLTwOuOzwINslSwWC18dnkIY/A7cxcOvAOBjR+vTyhHdPV1TX5vXoKDEZ1X7ZKYlyP0Fsa9Jcj2Ds7yQIv6TAXqtkb/x7y6h6eWDVraHsF/i+sf9QYgwVOzSZNYEAYzGLiALAauP9pCSp2/3A7J0/szzkQy7pJ1svbgcdYGyp874qawKVvJO1v50+Ra76mUHpa9bCIIE5MfuBfhz0kWob6sbknbrvKG1DfXrC5XLBvm1kVKXYUJNpfa3SyyuCYM7t7Q3HQZ+Btm247JQ5VS0s2mUnmLHv2F6ekRH4/NNHjNc79ucrvc9qwX7hYqK6I7VoKaXAbEfMUK95IOdE7x1j0POoiAUa4PNRSxEgZo9a8Kv+WrKLQJpSHCvZmpiJcJBZFsuvUB5u5M9zUA+OLjQh5WcaR8cYA0cRyCgQIASopgUT1Ia88sLgaWK1hmYRAuTMB1SQQObZa8AkstRC9WRBIk+jV5pkA5pU+Q8lN47J/nUxHmOOB8ht3FaLCy6WFwElT9Mib561mJukRKlkd53JjvIQizR5O3JxRHZNcgDPdSVSMARljgu0WEJ8QD2kpBCZwEx6W52m4QKM8gRk5LOSkvzobD639hCTQt9PhrwW1JwkOPSDQMgQ0ET5uyNTiW/zAe8EAJ+sLa3a2b/ruKK0q1OyVFHg1dHn8u4jO+T69ITf/+NvUPYdf/zTT/jLH/6EcXtFcZ0zVvnbIoHZmY4Dw1Yrfvj+G7y8f8bb24FPP3/krepF99n4V59nJpiSNgO3Y+Dz6ys+fXmDW0WpEx4TcxbcbWBEocdM8kzYWsViVHE5zPrXhymMJSVXAroYvsXETE+Q1ZEgqJZAyQko+S7gmGOc8cWojczeqXsIwApEyOC8CTH0qSKwE9CT7kieISD4XQocFREFf5sVn8bAX/KOf64Tvy0DL9XwH9vEb2biv0zD/56Gv2dBYIphY7xrMlG2BfCr7yoF3QwfcuLnmPjfcuAaE7+twD/VwA8N+CYTv5933Gfgw3T8JQx/nRUfreCIgokdzRdY9VjOLPP+KFyqhXx4yPgx2WHwTBszxBbTzAacMh72L/aLKuQvT+eZ3BTQyNQAo+lZlea0SX9Lw7mC6YFpU2jZ0nWbkFpgZZJH8AEPbd9KhBpjoUtCY7jI91MOcs9gIVdTuDw6FrarykFEGmwuaChLoGEZIE5jYRhj0EOkFA2tei+TdB/ZKtLfwamzq30okjjRM/DhnqjyT5mDjSNnjGWANlG9YNOQ5k6mQzr13R6Bos922sPrZTlAV4EjJrqeRUjTy6Kdirw6wSQxURwgwqjrU91AY102rF4KIrjZqq3q9bERxCywwji64jxEZgaOHvh5TOzFcd0Kmhz0i33FmNH1gNEbpIehWcq/46vCrWu20Op1v6zN8zLjIvrIUYhw20K/KQGZJgqWDso5SQ8lGs9ho1SHHYHiDdet4f3zBdtWgRGweWAEt2WLRQFjY1sKmSoAm2jwzsM0NrW52Br63BatNdZ9bEVbTW44Sy281r4o7TjTSLzKmLase1z/3Mv5vOUYcDG6AmR5OEy0QAFuaefroI8MZHIG9PDTZb7Ugq0AtRC8MCOgF+LJRoIGn5Ubk/v9jvsxRDPfGJ/ZdrRtw7Y17NuO/cLo5TEGYvBALPpsAoZjTsScOI4b3t7ecBwDrVVcq2RQldKxViuerhc10ht8a/j86TPeXt/QDJL6gNeqNLg2v5Z5SofKTJRKuc5tdHy5dxwjTsbQvjEC7jTlBE6vpjkfQ/ev9WvRsANAp1unar+hZkHdlC5gawMnAKoV6APkmeF2NrN53l+Tz3UARay/UwIBEATxFR/rsMpnOw4xElRfFjvD7KsUH0DPADdcABuLjKlEA76O0R+1fxlZUxdPoMO2CkeTrKAi5kQ9DqaUqAH6dOsocwIBmlvGVKIMN9wx+L+b/C1KLUwFKpVeI8YhIT1gc7E2HtRt+gppO+84z0vWRdVyLTPWIgH4arsE1uNyslpUV2qhrGN01K2iFaMEwwuyNVirQD1QbstBP3H0juPo2GrBZeO23sUwy6/OH14/avdHAC3ybJS/9n7RWoH1X1Iu+lxw28Y4gqnt0WRqX64EGfo1RYJMlMqEmnnXHEeONaI5HBvKlwPZGi6Xhvfvn1G3RkbG7Y4RAd8afN+RViWjLPC9kZViTJBa5pPTCuIYyFoIuNdyym9WGhUkAbVCRknZGlPWQECRyxGxQ52Gs6alx9T5nKXCaiXw1iqyH/CYpIVHZS1btd/twQgy3VfOfxcT9C+bMnecQGmFuv9aUbbGZUzoDLYgXb9UlGbImbjf3nC/H7BaGQtcK+pOBsp22bDvF2zXC0qtZG/1IVPNCnMC1cckM/U4bri/vuLoA3XfsDeaNZfGpUDdGi4vz6jbhrbvKJcNH3/6gNuXN5qPrnADc1jZmHhkfH/LA67MQI2JmoHb6Hi7HTj65Ca8Vmz7xshTkJn1r2t/nMyuX+sXvdwkj0JymbO2tlUDHIx9NIzA7bJ2Do7qXCLyWZz3gdaA2CpGH9iaGLQA+5rJK8fnn4szZGLZu5sWo6vPL2Znwosle6EeEw2UUCx/FbKylziCfOyFT9DySvXISOkPJJlsiyWReYLCM1hmqhtmmICFwQVaxtn7jjVUEvcAR7O1qDV5lKyloUB//V0kWf8z7MFCTy3qEgj7yujf7JQwLbCcywL5H54JPECa8nJygRqsvQE7+3Fby9fEuTinOlevdzFLkpL45mtIFojj+kziAUasz25ReE5DXSIzJ/DjKJRYRWAGw0fMElVn3Drdv/n2Hd5//w0+fTnwlz/8BePzZ4IMC/ASyOTF0NzQO4Ga7Ztn/PAPPwKl4e9//zs+fPoCRKAVSUYn+5QI9tbHnLQLmAO32xteX++YaYzvBgNCGjqAwCi0ezAXU98gJpsSY8yQ6rNjDC5MdG4Xmb9aWUEeBkTBkdASZqDUXaoOzqxu7KVpEkv7h3mCcaDHChIjB1Daydya8syBpDzmXOJwZuQ9uph8iYJ0x1sa/nM6/tY7fhcV/xwDvykTV5/4Tz7xj5j4Qy/432D4KYoUHZxdu5hrZlzSmPq7nIaMgo6KewY+jcQfLPGNBX7rA79tiW/awD8l8PtIvM0DH4bhj8Px1wx8dsd0eUomn/8MLd8EEFVzgqS6E6uk+RnBJFPTUiGTvivQPBYTp43Iv/H1i0GUY8RJsU41r90MholWJuoMVEXFnQ0yRJNZnLmvED69E8lQuBkzY7LLEUFfgzVcm8GCDTKbaf4JDZAVNL8qXk7Kjn4Bab2mYmr1TCKhy7TSa0Yg50AplQN4BJZz8jKggrb5S6PLzavMKCOxJTcb9xUdO9lwzkktGwBU4+axmKEasKmhWhtUbsIHB2sdPjRVs7MhWvpLt2Ukx+FjqnmaYtNAh4epYLkrtg/aYMqrho2uJBwZKgp5xpiGwLK16UIw536PwDHI6Bh3QysDWzVsMnczUYr54wnK1FoRAO6TVMSyiqVBhRViDHAA5o0WwFTCgIHMFCegtqjpbgXAwIT0k2fGO+nzhxtmB45Bw6VSNzztO16uO7bGDd+0A90Md8lqNudWkQyIxsIHMMYXa6NSz4HSKqMYqb/m9oS+KH76Nbi07dRZO7xyYJyKbx3JQQrgvQAv59a2WkErNLozPSORNNm1tWX5ioJqOgBrXW73lHz1INuJ+r+CUggknOh2oQwIkz45M0k176mDtB/4/HpDWOJy2dG2HUVJQ6VV7PuOvdE0dyG7Djnil9XM01x29AOvX14ZYQg6+Vtl9hr16AWlbfBth+87rFX0OfH6+Q2YE77v8FrR3LEZE5Qu+vuLhgk45hwYAzhm4O3OLeTmRufzwi2zn12An2g1t2jcmP6av/oIhDZKYUZPiGBtbiVQxfRyr9J+f5UmZjSMW9TIM5FJG7IwShfMgAGDz4mKpkScECg8TwDAvcJ9IGyq+eRWkrGs6hKEuQL870zBAVZsL9M3OCDGGMjRJdszIF1nF++HhIBUd1RJC7jBKfAxUGeg6R45Dm7AV0MekYpdpQcYDS/JAtuvO3zbTpYea78abEndSpNRqfjS6fIh8QKzKRBcn607wlVzv9qeL3bCOQyoQSjFCdpkolgnmDSDzEJFr8dUgwc1F6I5t2B6zRgTn9PQIinxNJOs9RHZCXeUVpC5IQAcQS8mcTpE2+bnlYOg8ZDMcBnxlrUlQqKUh1wlZpL1MYJeV9owZVCGMEL1LifGIIvRLxveXS94fn5Ce7rw/DkO9OIEorfGOGEYaqOMpm6NDNihCEQB3eiToHxrKK2ibhvvaXDIKQLd4DwPfdtghXKdUsksjGDjP5bVhLOJt9bI0AKHy63K5NRYx2aGGIfajKef13v1XLWVc+mTNsjISEh3z8VAWbXfjKwVAyB570zAykRJLpviuOPzlxvCHJenC4GNyvhlbxXb9YJ938/aD5fHisvnxQ05BmZMjH7g7fNn3G83AAFvF5o1J2BF0rL9gnK5wPcLsG3oc+D24QtZtdcrvG2Ul5lj3xt2MTVnZ0oVYJijYxSC9m/3jtEnajFs+4YqEMj1bFjlPe+MXKQkr4//tsX0/3RfLmMBDf7qBJfnzGJUnD1PSAqipJkVHU2snCyBBztVaZKolH+qvsRMzJwYfeAYHcgJ9w0r1GJ543F7LD8JnU1jcLFYGhnVeTahpvMLsEg+ZyZZjsBhfaP4JQ7YeEgp83GGAaC0XKBNgoIcvoxVqYCiw+hrsGAF3KebgAot5LwIIBJ7AmuYXUMv34PbhFvVQizO97ZG3oAx3U2vQxktX0kYptg4NN1HSHZ0AjL6LBegZDw/EMsoVdfeaEswRa0ven+cSdanKT9HkNFrMTn0KxSDTBf2WU01acgvLH0tUejXlODSa2agtB3f/fgdwgv++se/4/PffwLiOMGmFKBUsFbo/CyLFfzwwzf49rtvcL8NfPjpI477nWCYOeaYuI1J4CLFgJoEO44RuN8P5Oh4aQXvL/sp+0gkOgIlTJ4wXPF2sZHMaMDrWnCUUuBz8KzT3Otiu6cZphnNvCOxbQ2Xtw2jcqaclSmyRc+LGVCMc8UQmEc5OyWsyKDvR1KminjYJqTmzMjxrxfZhvO5zSj891bh3nC3Hf8SB/4ad/wuAv9UEz+UxNUn/qc98HtP/HE0/AsMPwv6rM6zmP7sJmCMtgsmv5QlrTwy8XcEfp4b/pfoeDHg9xX4fQO+2SbeR+L3g6a0Hwbwl1nxlzjwwSp6qfAi1omRDZdSPRTdm6schLuSBrlQihnnYmpKvrbm9n/r65fLeWbHMi7iljCkMeSQksltPLQJLnaqr6lP90JwIXnTnE7Nuuk5xNMUtIKUnCkk2L/arBHUOJ0yOHSqYADCwA0PM6STlML/sr4zVAiWaR+S6B7/mJp8fs9qih+tKYGMWskMAPg9WwzsndQv2xnpt+ph0RbyTPBRk7Y0KQ6CIUM0jjQOv7XVc5DmdlKIM4g6DiiGL6EEEzmTn2DX2qpIO2cGmOji7ny4JxMYjj7oHj2JYHIIgrwKKsTlYfsbgQ0TVQ3bROAYS8fKg8AAyWAc182R1TCWoR1SOscCM2kQ8fDnKMYH8D4THh17oZEWQnKmc8jtLP6620IMp56Bz3Oih6F0ooyZwH654P2FxnV135GRlAgAOACgNrTWsFdn0RG9N821GWFMMiUHSnVKormLxr222Vga+QWiVEqEitfzcIO2IESIQzpOfoTrvubPaPr5hdKmc3sLwChr44/TBjtZQNJMXgnUVo5IeSsUbpDN0VpBFbUUehZHJ5NnzAmYnu85cX+74e12R2sV7XIlhbq2syGnj8AjgnyxPeY0DaMEaMaceH19w8dPX3CToWApDgeNZKvkQyZW0PW6A2n4+Hrj5rJWbPsFl8sVl0ZT6G3fxRbgMzXBwXuMgT4m7++ZuDQyXOrW6IrvDw20eZHXRiXLKwLH/f5Ly+S/y6/sBwDVzFLgMUnhdlJKU3Kc2uL0VFreJYudQDLBUP2RdEalmzTUFZfJwZAG0JMsqHhsr8gm5L1vUCOsTYLrsElJcLjBxPn7Vmw4zE5T8mU4m2osYKFmllKgyEUN12lmBPhqA8FHsMmN3rEdXZsl15YpBf7we4vADDdH2Tb6fwiUzkgMntyUzqn2n1vX5RqvZ2giMMJOTXk1Q1ZKq1j7E1hb4MHtbtGWaaaazKIhNxr60TGOA3OrwL6zBqnOlq3SgHlRz8fEZoY2J6WFETiCjMB9NyAWAwIytnZsjfTZEEMzcsBKZcMP7UIjKC0BAeijd1gM+l6kUUfuYDyyOzLuD+YKTINNoEfi80yMNJQhUOsI7PuO5+cnPD1fUJ6u9DabA6PTIysvF7R9o7dS3YBWYK0inI3rjOWXRKpyaXayT7w2RRoXSYclS676Z9tOr6jaHjJLbXLD2CswNQ5w8sspJTRDaRtX36v252OTzD5kASgPGn+qIU8xyGbkyTCxUhQUQPZkcZfUgn3WnBOzd/YM7qJET9y/vOL2+sbUmqcnbNcrJUBFzErdr2uj7WJNEtRgnZ1JI/K3z6/49PNH3O4HIPNwExusVCc4UxnlfHl5AhL4/PkLjn7AW8N2veDy/Iy9Vspvr1cCU6XwczU+b6Oz9vc738/eaMxb943PZGXcZWAtFQpQ1OtE4Lj9yms/klJCBKU7XiTjMQ3OQqx1T5pqsXkCYw16BhjvM8YfA2YFo9+ZTLZR5khGhfq+3rn8WKluawkr5sVKp1y97NRz4XCmgZkjQniygDwIsDWB0es+FRaNKhUS5zl6SS04fUUZL4keR/MViqABFCsBMjTXLAaglp6ViTXFeR5N+ZNwclnMQ71GW9JLzkEDgRhaSBf2z6Eem9J/nP3W+nm+IBtOw2JtAyUo0XY4PSmBk+2+lhwcj8T/0eUVvY1WVmkkRS5nYF3/MTWcG1AU+RMRTPEpKylm+cVwFnB3dHD+MdP4YJI4gQBAQjKvSLy8POHl2xd8/nLD3/70V7y9vmkJRoDMYKcPRmooHiNwebfjx9/8gG3f8OHvf8Prhw9AdMx03HviVTLFZUxdBZ71nBjHHU8IlK3h8kRmtJmS6IQQDJuAEehf0vE52asWLHYtr38xJqnejwMxJ7ZWUdqmIV/9jNPn6elyQR8H+y8k2mKZi0mR8pBb/mq8HBMZfgIDDl4jNwAhZrhvAs943fnaZI4+8lwWQ/YPWSpmBtI3/BwFn8aBvwD4XQR+7wd+KBPXOvGf6sQ/xcRfYuA/D8efZmJZKDerqLr+EwXDmCzlxR/3sVioHY63aPhpJP5fGfjBA/9YJn63D7x3w7dz4vfjwNs0fJiOP4+CP8+Kn1FwVNoLVNkowNezJX7N6vskC+dMx+dbBJ1f/PWLQZQ+SKetDmxNW3gz9PkwUD2jxuR2G5C5Y9LodWG0CT4k1Nox3qqVgj54gd2ZfpKTDdAAH84ZDVskGSMZKhh8WtZBv5r3maBZrbr1VTQZG4uFucB1UweEXEViYuk7iZrOTMw+SRv0iWZLj8KGnIajoPQn2Ti6TJjY4AnVBQsDL1iR7EQFFnGi5sSXHtvw1HP11cs+kdKlIV+fLP03+L/5jJ3aGQCMuCzuwCaASYN3FkqajmNg4kBY4YNtYrEYHgkQArqzgk2vF2y2BnXj5hpD9EMCIq1W1NLQSqLMwOyHDqbHZ91gaK2g2YbDAm9zDWgP4GgNYSzF9CeJrwpoOM17jwl42fDNtaEWx9EHzK/Yd2qnbdtxRGKOjjkmDh2Sz08b9m0X7YyA1AwgtDWNSbqmr+HGgMQyIKzaJFcBBgTPihJ+2rZj2zY21jDR3GNdhod3x6TpVi3L8os/c6/kZh2KQUu4AKivHMVXgwCCZG7GRiVWjCUbxqpGutZyAlKYkyBL6JkNml8dM/B2dL7/+x2OxKXucPmf7K3JC4YFeWXSB+c4rLjaWkl37UFU//X1Fa+3V74fLxhpLEimpCCxoeDOZ28M9ONA8yRt/PkJ+9OV8cVJqRwpoEaD2fXQZeI+eN8+7/RNcXOCPwZVJMkmtKEqpSAm2Uv3XzsTZU7GnbujFadppJPKOpNbw4RjCmCEAbI4gs2pw55IMbdwDmi7VuWRMI6DErUiNktMGScDw0nPb1jJJQ8/LvbVcZp+Y4Ehc8X5gizExY4U2wMJNReqJ7rvQ/VoJQ5FMDJ9RiJ9nF05a6CLMmoYaoxKpkBTvq5VLAtwbluY/qHaz0nklCAKGhJwq4q/zjl9nfGQEcA5/ObpoWUpY78iFk1IxuqghHT3NSlwQTEmBijRidc7whu2PcUGElxV5HWmbSSTWjj0Vr23SGCMQC4KO3BK8spW0DLJRLjdOQytIcL43NetYjpwGKUXOVRrsSjtuuZib2Ry4Af3Mfq7jh4TRcBr2xr62w3YGi7XC9rLE3B9IrPu6Nx26/N+VqLYAm+pE+dmfG2sLBc1O2FNfi6lApXyT2+r9qsvEHO1Xp+w7TtKa9o2OmMuYeczEwFudit7ojXAeSMb0hLITj8iSnYkGV1g9SkBA4EbcxryRhCs0tldBXbX8kgPwuBmlN8bKHMg5Dt3Ow4EDPPtDR6B/emC0ja065XnmUydtfjEGJ2b7NW41orWGjInekzc397w9vEjbp8/o/cOqxUz+ezAuaFE5QIjS0F4QfQD/XZDdcN+fcL27h2252eeYTEJ1sxEraY4YxOLIHAcnIafLoxMdnPU1s6eEOC9vLyvSqURbb8TgPk1f6UFRkwEHB5K5jPJZ/6/lqmsV2TmYro2QUrhk7+RrXqHwDTDOA5g31BKw0qyLEZGnINuJ3N85a1jnCwWbLH2pIt1bZLIrNCJ0w/BlNajIX7GAgwkPZfHkkPsSEDvJ2FJ5jhNxQmwmBrylBzHzFAl5VnLyjTo+wWAAwDKaZHCZ1ihEgJMSgLha6hlV1KM5wJgGHNqSc1zZ4HiKVY+gyZ07QCdDXHOEIB8F5fsCAK+QKApBfzz5X0l3VmzBL8TUwBa8Xn6VU4toIEHiK95n+9Ei/Pl8xV6/8uUvgeTNIs7GhJe17V1wLQIqBXf/fgNvFT8/KefcPv4EdUCYC4pzYtB6dNE6CwEtlrw7Tfv8O1332BO4MvHz6z/M9Enk1e70iMxKO/ZHGhWUJHYq8G9oRVnkp180xgFv6S2lPbSYo33rlvCYuCeBTUZZV3EAsRU3zK5hK3yYjVM1iIvKL5jjoH7ccVrvxHkDi3xg2x+A+0JLMnw9EI/GDLc/Qy5cN1XD4sBP+WKpuV+WmipaMh0gg8rfQ7Gmjx5707b8NETdw/8JQp+zInf2x0/2MRTTfzHcuB3lvibGf73OfCnbLiFodtGZogbmjlSsyOfv5QMCXAMKVQcNwB/zMRf+sT/bB2/qcDvy8BvauJbTHwXwH/oB15j4u898ac58Occ+FwrZtllPSCm/8JTtSRyPRdCDtUbAThn6//61y8GUWYm9YrF0TY2VSmjWA5+A5mOUqg1cunkMgciEsdkk70CelcCTHXKFNJZ5OYQzJImPSTOYjLHxF1I6mK7rHE651w14rFxORFNOVjrkVzI21kS3AVwJGIEEWM3wPLU4Lka8fugRq5qQOU2UweJHMiLPSQSlDvyPffBLeq2qK2J8+buE7iPic6VHr1UVlEXGJTu6Do+DGy4IoWeBwGNFVWlj0KHBzBNPiz2rwcL6GYykMI15sA87rhX12Ggg1NwdK4LIgYKgRq9l2IouQB/gWrTSDNLsJkmLI8BB3LAI2HgRnTYMld1brfMufHQ5w89eCetMknjDohaqOvdg9zovdEjo8NQ90oD39aAtmFC2wsk7smtw3bZcbnsqLaKDpHXCV7joa1KOg/TdUAkKPPatu2MyOLWDfI0Id2ubg2laTMpoyOMSUYO5P9ilJ8Vewzza9hMydVmiK7tQBfzfaiBdDWQWBsgDZkrZnXRNGGSXFWmrgNAOs0pQ1pwRnAPHLc7boOglVvislWivFV0cZnApgDDKXrcULTsSjgpbnouB8b9FW+vn3Hcb/TiqQWOAKximTmWUulBAeA4OnIO/vEKv1xweb7i6XqR+VqgVvoJZCmY8rPRwgOXltiWYa1AXisFEWqUnaDnjESt/GxL0sOHJsm/3q8ZSQPwWujLVOtZozNkSA0mqpQytc3IM1p4RQNmxsJSUEwePK0pmSZPfx/LRPQJm4IG0xAYOBIoZWoj6GqYaQYNgJutBaCA+tgVb7iYammOpX03SYFMMsiYAU8oHlgnlanBTkbiBuwRoaqtu74JpH9zkLbiNMBWLGbvA5ls5sjUYv2wUtBj4jj6mZhy1n6zR+1fdVW6/tB7TX2PxUo+ezTP6/eEtqAmCus5PAr4MD2bo3fMtzf0WgEHhi+PmHw0FJ46kyk3OpmU9eFRZRpWIoH7oAF1a43DlXP7hDHhnicQkPZIJ/PZ5FGjYagRCLLmgCLZz3rmhrFkVF65ATRDe97hlys6DOXJsZfCWOH9gmlK2gMB9wigvTzj8nTl+ZMGb5XsDSjaUl4ogPxXlpzUHGVr2K67fD8KDWhn0hsHBWWjn0fZN7KMaoHDgT54/0KMJdNSR+BZkXSz1SYWCs8g+pOJ1Qn2Os3pm+JGGcppLhw0iF0MFtNCwrdGgNoerEWiUvzeGYHZB/rthreZrKVIslC2nb4l5QESrWdvSjI75yC7w529UjEaVMfEfP2C26ePON7eKKPeGgE1STbY8JKJkpk47nfW/RhArfCnJ+zvX3B9fuJnNSbKtqE6WUEhLxoAQAYuraBtDU2R1WYG1KrYZbJtXMBkWWdaBJoBXleX+Cv9EitqebM5aDALd9V9oITJjB4ILxg5Md2QA2d/WKtjROHnnayhvQC3ObH3A5ukOgDEAE4cyXvn7o7j6LiMTqmbwANK8gWcT5qOolaClEEZ8gJ83MsJTBQTU3s+ZDKcnyg3MgAeielSFQqEmDkFajzSMueSAiVBIQJKYkCewDcDFQysxzNoGOtF/g06k2Ly/fBI0X0nAMIXAAH1cwI4kI9LRR+7SWDRCD4vaarShdnDgYuGqbRUT1AipLNQkAvN2MO0YsI5a52ph2shYo+ZpDD5gOxM1eLFSjfYIlbCvaFA7MakxBticaJqoVUk7QLlV5kFl8sF7759j9sR+Pj3T4g5uAizFMCgWlor0DtC80FrDb/97fd4fnnG549kwUV0gsxzwDLRXGoDzUz3EehOg/icA9eyY1PUPMEvMvarOzb5wl0m/b8O1cB7Gu5zwn3iUivQ2hk24sbvszQlx1JiDPU3Dsooy7Zh3xr6ODBy8rBlp8TeCY4+OxcOXsWwitOknodoeXg8RZy/3x2nryNnYy4GckrKj3qy7b00+SE9eijUhp4TH83wMQb+MIHf+sA/ZeLHmnjyjt9viX9Axec58ceY+EOn/GbWBnOl0S2vVFsLAiBdiXe672G0PPicFW/T8IeYeELHj2XinzzwmwvwbQLf7on/EB2fR+DvWfDnMfBTNtz9Crhi29Poo+IPQHOq/ysKNliS83/r6xeDKEsfVFxNDxcbUM+KmIAbN3sjgBkyFJS3RSSN0FKGe61WoWEaRBcaakuOIBMosxOUKNqunDGaIY3vVGOtxvTU0OjBQtKFVx0EC8TyYwEeQyWIdpu04L42SuaYhrMwzDlgyU1hOM1rJpaTsmREAVKsVYJOeruZRN4uPSLPKZr7TTZRVYa6KUR4vaVJmqTJHIo3FxvQmYHBngwrKm4mixoZHNChA5oPTQ4r1NbJfLcYyuD18JhMH7CCiAdF1xDcnkYIqS5YeJ3ncn1mY8c8b1NTZbCkCR99XgaOwRu2iqaUc6IDj+2aNt9IbrxTG0hXE7+8Coa2xZET94P3zL6RHTLBhrPVBmtFEV525m9PUS+Z/PKE1hosJqoZattw9M6kCJCFZf/KmIuawlYc21bRLg1TGk/zdT8mzWTbBqubmEimIYHgQp+GPrmZXfuKARLg3MVuKWSiMMrUcRsyszXtZdbm0wkQJKfE85kClocCq5G7YRneunPTkhO4i3LfR8fbveP17YaQiWTZCszoU0KauGOmjAgJuSExScVbKHsm6e1WADFJPn1+xYePn/Hp8xe83Q8ccyDmhgKi/Cbvl9rqea+N2xte7x1vB6NhfdsArwjn/VSRlJK4E3iJBRQGrBZc98akicRpUYflZdGHvFXYyCTow7EOm738umMuDQE464MVuVkskDRTdYv3aoAm5BkE4FJNzJzynXKja31tJ8Vy1f6i7UiKpWI6PKuiWk3NLhz0sdJ2/XzWAMoS9AydksFBY9zlhQLFLj5WEl83nGSPrCj2dMes9NLKGadHApkw9GpiKV+Jb4xUXzUYEHA4yXiEpH0q1AT5ZyD7eMT1mRrOXE2zNkSAPn82rVXO/CNSgDDO7f+Ywch3nZeaNQi4gmec+4Nl4aUoyjNhswO9IowD+xDLVP0Na38hwM2fm2c9S8lnSnFUGGangfQAAMUEe3H0Tkp+E/No+ZuZV6adOQ1GLVf6ED8vF4DMZrsg7nzv04A+B3JObG0D6kY6vxnafoVtFVFpFgt5jYSGqna9YHt5Qd0abA5Uc5RtB+73k3lIfw+DgfddJq9FqwXtsqE+X9nU2jLO06a+NpR9h9UdkbzPlpSyFOf2M+bJbEzjYGbNKBEygpZbq7yPS8G9M8q1uiMW4L8SxdagssY4Y2GPMTUJuYxv6dHlAm/SlHylZKm32x23L6+s/VuDbzI733bJRJ2LCPD6r7ExUuD5oLdBKQWoiezAuN/w+eMnfPz5Iz59/ITb7YZjcMlWjIwlK5XGu207ma/j9RW324G3+yCDZN+B0pCnF5fYBrXAS9UAzZQe1Ir9ulNWmGQT6AGR1Ie1HxXACLGdBiwmUB3br7z2L3n7kukAYtGJQYuZCIGfZIkNsp7EznBfiRmJAgcK+wWfHa1V3N4OfLkdSHuwYos5ojKStcmz7TYSl6NjL/W8z3NOHeOstJknxst+fLJDa8WB+bjPIcZFZiLWQjBMCzp7SKWhWyVX/fMTdOE5t+AGiIEbGmq5dFuIAavG+u9fL3QJyJjmH/b48WC6af4h3q2fr9cbsdIhKRGKr555pmJ97QfCLwdnqUipAdZxB8AKn9XlsyHeN8IYTe66DgHKUExg0QoaSdNnCpP3Yur98pMkKMJ+mfguZYUFhjH6OdOlcfHhIJt4WnC5oN743TfvsF0v+PDhM94+/owIspjXPZaF0pqYXLAOAQlPz8/44Tc/oBTH68fPuL2+gm3NBHKgGMMxvK3ld+DWOz4fE7c5KUOxioqCMoNMZ4A+UvJQgpFpVV0LGC3yEzzjb8EV+GVrqDBcakEEcMyOCbJdi3wDTYAWWwamlPlxR3bw9XrBjAlLAmZAOedsssIcwKRcszZdbF6WMC2kU2oHMWEQY93MgFeZwMuWoVaCSUIdXNcPAMKYMGjR8CUK/t/Z8ZcIfH8/8A8G/EM1vPPENy3xHTr+JyT+Pgf+Sxz4YzZ8AZcEZk45lmnOEjsGtlZgBD9nJAIFkQV3VPx8DPyLT7wrDb8rE/+hDvxgwD/shh8z8B/ngU/jjr+OgT/Hhg8ouIFMGyMVnQAKICYUgHSM+GV+WL/cE8ULMgejogSMnFrEIJq5V0pA0oB7T9zV1CCmGmQyBUxOuizK+pNiO3Cc18C+Ntg88ElLkubLuD0h2gZETvTBTX7RUA6wAXwbNI/bqzwbBAK5NjYpsMSXvlNosCXoPO0GGwQtBh66wVWwRkrClOsgYfpDNyLImRwsSmrTITdygh8CgyZTKlr9isUDbtxcsg4kTmAhAYyw01ywaGP4tbGuJf0vpGniz0sDFrI+aRhqMTQQaYDEQo3VkOU6pDgo3GZHZPDaWOigpCQqFdNJXEqHgQFIXicPRyzqpAtEESIf67oGX3PRZz8m8NZp8FQisBuww857MA0YGThm4hYHainY0ZDp2NyxbzusisWTjyNsBD1OajFslwuu1ysZR2NoS+xoWc7XFhHn583/Z0T09IpRGmAr2pPDpifIamoNdduYRQ+CF/VMcZgqTJMR2ErZqdC9LKmbCVxwo1fC1YA7+L6bwJNa/WEIlZwVpiQFQ6AGnyOa/NZasGlDM2P59ywKdEe/d9QMlO0RywxzlEopEMBGwkuiWWKrhoKibfBcTzJyDvQM3DPw5fMn/Pzzz/j540d8+vIFt/sdE3wde23UrBcOvFloqhkxcL93fPpyg7nj5ekJ++WKUipBPC8yimPiUDWy5RDAWwfaLvrkGmtloEZQdJ1yGkz070fHKUm67tsvLZP/Lr9ia8gj0cvaVk95nExKLgLYWkHbKrIYjmPgGAPZO6AY0fUMeaprEyifqg048W3euA4QNBd4XoqLvaXXVEi5T1DGOQ7K8RitB6Q5RgL32RH3A1shY2ABGCYPlsVAWslmJ7skyexi7adx+TJDlKYFi21DwEPQRsYJuEB+KrNPOAKlUsqXkEeMmYxUiX7XTYloUO0XuIHESfuulf5MY44TFHUQGAnJQ8hUAfW+5dFEB6D0C8pgcgI2Js4oeLXOq/Zrq3A2wjEpi5srFtz9lA1l5klNBjQwqQGDBrGIfEhRHPK+YFOW09TYh0zIC3I6xkzcliH4mNjN0KCzLQVyJd//7RgE6Buf/eaG/XoBKtkvBj+b2jEnIyKrY3t5wv7uifHRd4HL1VGz8V4HkENNJrOyeYKaI2rDbBeYVd3DLjA3gQbUbUeVOS2HFabOWK0Er92BWdDlLeTy6uE2tZyRu17IbS+t4mKJwxg33iTJoT8bAf5MbtUovSU7ZEjW0GpV7ZdRrbxeMvPU1h/3A+N2R8lE2xvK9UJTXJB91NRQjxmwGWhmBNmTZyoG/cUciRgdSEc/7vjy4QM+/O3v+Pjzz/jy8RNubzeEV2ylYmsNe2totZC+0OhtFWPguB/4/OkV7o79+QX70zPPUnOE87MJW8sLJkXmDNyPRNuq5N+SJeQUA/FhAE3ZHaO6LSdmBw0lM3G5/LprP2Upzi2p6pslz1omgmkhGUK83XXu4wGSg7V5axUzJm6jY+geNy+43zuaEsEIPhcYhthZgafrji+f3/DlfoeXiu2y41yjZ0hyoGjaVGKQtrOmHjpNJvxemGo1A5a0DmAruRAWUBaea0EsjyxwxgiQtaQWkH16iF0pQ23KdSi3C4EgpoXa8v1a0taZQWmO8/6b4OCaa9DVLMDENj/Bj7JAEwNNP0E/qQCZwFPXoJYFwrBmkTHEM67o/Aux4biUZA2h1CNPM3NCJvL0MM4JiQXaL4Pwx4xg0OXR/BORkoHGKT3vqjtcKzJtMpML0SMCQ3PiueT1gpdv3mMm8Omnn3EcB5Y7pkGsCzHvAMOYHW+3G0YkXt6/4N379ziOgU8//YTj9oreO4HjY6I1ASClYNu2c0k07gPXrWJznlU04iYQNd3QjHPASJfXIIH7vTguxc9FyoxEH4E5OrpUFOzFJyJZr+aYiCLmhxahNNQFNufrGpP1y/R5QGd1iUkfIJOvRIp5msvCIlUDF/OxYNFWmVjIfoQ3F5eS9Irisx5aVgGhuYS2vZYuqZ3AP2e09Zsn/o9Z8cdx4FsAv/WJ39nAd4XslH+swD+WitcZ+PPs+AM2/C0KvihqvBaqXNzqyWbm0orLoyUlRiQCjp6Bv43A30fgfy2JHxvwzy3wH2rgHSa+yYJ/mAP/4xj4eRj+Mgv+ko4PUXE3SpQ4G1QZA4fO03/765czUWT+mcZkkLUPc9DUslVuV6wy9uvUo4OFoDpvikM0oxED2Xl4hZgH3PibGmjTHzVrKxZJN+S/isd1oMDVlDBxBMYbo3hgzoLPabgf0hMWatdufaAC2CvlIy4ZwRRCPXQjQSZWBm5LIwPLYNWE6C3AwY2FcwapQSflb4biFklbNB0yM6jDG6HBQVKo0EZ1Je2sntZNrsbG0rPYNECCHml0wD6lOhBtXE1trMKfyxsg9fk/jKqYhCNNvLb5SMj8J+E90GfiPsbJvFjaaofBMrAXUfyWDMf4Hth8k3rIpkfbClMklh7y8CXNCbz2gd5JMd7dGMu4ACojOh85cQ9S5h1EuPdGBoKpiS5C4qsbxljMGoOVDeVyQdk3FG0DTl8E5+YQ2j6mwLYla3KDgLF6xrBO0NTU3Ghc2tpphsiEEd7znmQwmQPVuWEZx+CGLxW9ZQ4TONkK0zXcHcMcdWvYUpt+EGFe/YPrfjE1uxGT/gVtQ6syVlWT0wXirYayT4IoZsC2XyhPalXIs8xhnde5ZGgwXjGAidR1bigYI3GMjtnpg/Lh55/x088/4eOnz3i9vaGPwPX5im9ernh3vTDdyP3U7bsBb7cbPr7eADN8//4F37y80FvAaQLcnBT7WhyN6B0IoAa26ri2gsVWRzBFqydEgzdsS64TQaMrfR5jBiPq7DGI/hq/HDQSTCNjygUWO0h3r9VR941MLxisTPnvsJksZoha0JE0FpwDkROJRCtkM8XRJaWg0aobAfPlK2FFG775iD9n31fUuyv9apmtZaIIGPsSBFOuTpnGgcRxDJRMbBufXdezy/ooGdBk3UsBJKemeHWlxsHCbIoB5ZJOJDI7h+0xkX3AWmVyjA5mM8pTZ0gTbZApsmI+7VH7HWrCXcljkuTEnDqFeJBHmQJoqMUGVAfMQP+oPAGTJYGj/l+pbuDx5Mb4TiuUDy7j7IyAHwR7j95xT9UBeT6ZATYntqrzyfg7FnV4pSRFEiRf0kcyS7gQKMFt073Qb+126zgO+nO05iiNixVgksLthmmJ4ziwPNYcib0WXJ4usH3DdBrTemFdGf3gprA4fNtQrk+olytqJLJP9S4mWSY14VES8MoBUgw1ACitoSgeeCUahQafWgps32Bi7hVnvDVrv4YSXyxbRz8OyoeA0w/HakXbN0rkZHw6Y6LsOyrY5EZyoTR0pi8W15Inx5wETbZNDD/6hCEpA52KoEdMjD5x3O48u56usEoTZKsEE8zVwyDhq/aHiY1qqv0FNRNjJHo/cPTA8XbDh7/+DR/+9jd8+vABb69f0Gfg8nLFu/cveHl+QqmNbFiBPOaG+5dXfP70CsDxzbfv8f79e9b+UtG2Da0wpdFl8r8YPRGUb+5blbQJfH+D7zGRZ+S4Gf/dVD80xsCYgW3777UfmZLZmiQoYoNDy7lJcE47LbL8tGwirlU50FmgFm7hkYH74EJn2wuOmDjGgTYKGd8ZkityQHJztG3DOA7cj4OG+G5IixNogFcuImOggMbcDy9G9pUjafq8WFOwcjKTTKA1BsGWdYYQBDHVUw63Rc34mGuA5yKwqrefYr4v/gkWIwdLQmH6XAUqg/2wWwUKmVnLj8VXG+8EUoDHGeS5fA/52gIhPzpB4k6mGF8Dv2fFKRcBNSHdZeQD8DAYmhe40d+DLpuP5yB1X6wgjhM5CrITquYXDut8fdxV8fUvs+GMrzwq+Yq5PNDiLxjbSfPvGHh6eYf93TM+3w78/cMnfOmHhhkyCiJCSw32BrfjwMe3O9q+4f0P32N7fsJf/vw3/PGvP+HvtxuOkbj1QE0t7FFAWS6l5a049gtH5K02sgd9LQnJtCxGdtuM5YXCUrNCRNb56+lA3nFMJsWVyuVQLQVjdF3ToOXFALYGbKDXSveE14aXfcPoHbcx1d8TxOgRfN0ZyByyIhATbx3ousYz81QIIIIzLlZEtpPKpWc7TXYUOu8s2aNgDqQVmFf64SVBmbRElioJKZ+MLAV/B/DznPiX7PghEv/gE78pBDeuJfB/bYb/IQY+TccfA/gv0fAhG7oXGh+n0Vi+rGcJmjcNUThzY3mxIXCk4Q/3wJ+G4f+5Ab/fJv5jS/zDnvghJ77tgX88DrwO4MMs+GtU/CkTP1lFHwbEpGTrF5bIXw6iuLStTjqynnFtXwgcdBgwHk3n1hzTqmQ3y4yJ8aP3MTGSW/fLPtFqRbMkbQgF1USD0+IyjMRwNqgEaGj4zMgkAi26eaSv8pLwdDzvLDGf3u54OwLXxpt8muHeqYd7dg3mhSAFaamBPmRUBIEOovPqH7LZBTT8L1xUS7y1bRVd9+EVo59lhgUtr2ilYzIii4OBZCFrQwoh3L6aVCnj0mBORkNxDiKMCnScpBmZUy201zMAX/4whlkchxluQXNFGl0JgRbIctIyK6/pRUWyuhJRwEH63hOvEfgyEo6BrRh1yYUAF6OUpeXWB8bPI2HB5m+MidsgeFIjsbmkA2oa6X9i6Jl4mxM3edI0S+ySvly2hqgV0xjxuxean44RCEttyBMmnTecccfW8kyHAlzbmInaqlgbvGzcfANeG3xrpBorXhkCubzQh4VGdqbmm4BbCv5MVxJQyCQxAvBHpHEpK96S1wq2QEU9a0HJzNpMmz9MnUNbAMDRWmOstlOKEFDhlS4vdK/EHCcinQJPXAfIotsuHe+YAzZ4TenXIl8HGXBhcvP05e2GT58+48PHn/H582e8vt1w6wOlNjw9P+Hp6Qnbtp9bGlfaz5iB19c7MhPfv3+H55cXlMtFG9qKfWvYFpVTg1vTvaiLhB5kwyTobZAhU2qZ0BHoY+x2zgEY5U3VUgDXr7uRXlHfNBOHmh6iJIyOZzS9Td6DHkCrvL8i4hyw4I45lLwwAiXfsL91AvBIWNvO4fWUpUB1NCg9oekxBLYI/C4uporMDVcfoDhGi4nXL2+43Qd2DVcB4H502JxoV0kJiIiS2aDGzZae29l0rJjkKCCYagQqY6Hs4GcTSpPJOQge1yJd/mpqNXWIsTIjgcEtrydOvfzaFpLGJ6aKtlip92lFyWvaLFXPs/YvVPXcDmcq5caQYYhwRHEcAI6hdDp8DbITnD2f/cRpsEo2iUz2wJd4zMBtBl77pGm8AZdW0QqZJ5GMnV+SGC1Az/uM/mpMLRhHR5kDT/ZIo4hk8oqZoceB25w4zJFW0WZgS8OlVOzXC3JvGO7w0rBVgjz0QmHijbnB9w3lcoWVDbAJ23dYTkkETGkvg7UsGenJ3oJnmW0bigxjvRRMJ5Dl6iXqtqFum2q/2BIGsUQSWXjvZeFgz2tT0SrPjMUa4a6WZwUjIoFMypuAJPPJobqeK7To9CWordHYVrV/glv8nBOY3N7mBJkjQQlk7hvf/75zQaBzdBm2ztHpF4SGuMsDSSyltvE8u/WO19c3fPrwAZ9++ju+fPyIty+vuN0Hyrbj+u4F15cXtMvlZOC4oofnmHj7/IacgW9/+AZP796jPF35eZSGbSeI4gIGydRiKAHEZh2ZyENDitg+C9RDcqGRqjHJYxsFpHWvZLlf9ZdRtsdzkWlaXpOS2hkPNjh4lk6YWFAdNSuBhMLeDODwfFFPcfRO1mlrBEfqwKVtXJbmFDvc0cO1nGRvxW2/Fq8u1l9MZAwEKqWPIcmyuQxe85TKrOXmUO+00h5Ny89zeaZ6OiPO0l4X61qDvgG03xEAb2sKUO1c0kskwaGTYQIgdGutpQSfZH9IN1W3TzaHZo2i+kLJvkB2y/OSMeCBtbIto1C9tlVDT6NbM5nHBr0mbS2rtUg001pb4GTKZ4ajEM3GAYEkZGYQwBJ7e87zzPNIWJH8NCdmArc+lAAkNqSuwZyJwEDVa5sReNp3oFS8/vQRnz9+wZd7qIfOM6GUPolKoTz4vH/3/Izf/OYH1Frw5cMn/O2nj/jw5Q2X1vBUXdIh2i8sk1/6h1VU7+y3xdyrpaJOzS9GtYFlkAneuLjrgywa90S1ZO9kSQ9CfSZDDFFOSKydbQ1rGZjTMDwEVmkp7o5aKsYIHHPg6TTHBkYMVGfKJtuzyYP1qx4AK1lUn/MaDksVdWEcbNPg7LWA02gYkTDGCPJsdIJGpmdnIUh8V/L48QIYk3EiJl5nwWsk/oTES3T8aIF/KBPfV+ClJL5tge9q4v8Wgbc88NdR8OdZ8LcseDVHBM1tM4vuz+UBJpkbHJkiKRghlU8z8b8eG/6PAL6tgf+hDfzzZeLdJfBuTPxwBP5pHHidwN/6xH8ZA3/2hs/REOW/MRPF5eHBlxpiNqgP1ANbkBxKQVMuqw3TA2MOHCOUsEN36LfBbXcByR5XbYxugxFTe2s0+ckEwlGyyEjW5U1BNHwrhc712vCtZwmZYmwkmvFmK+74fLvj7RjYWsMmXRslP/OkS9fqGOmIGJjz0E0jtoa8NFzygQUk0XNlCTyWCpBNDBFxwzLQgeE0ejLwv/Os5gdqSelQ1VBYhHCnfo7pcKggqyKmZEE5zsaZIJMMtISQCkfHivNcDBPLRK1qtoXmZgJd8YtF261kp6LvL5iDjUppFVXFJ5FoTg3gUFN9P0QZhpEqViqKG2a4Bu9Q4SRtG2qi3+4HgMRWXUbvvp5aDGNqyE1bowrGaNbq1DYW5bQHTvmJFXrBAMliUx2zOLDtqKISFw0HOSfQu4wFSRsPAXu1muIsyQqpRRGXlUBDs6otMpE2KzT9I9tHQyl0ECFQQLZLOlBrwELGuqXAvaIWetWvDcM6bDjbG6wyFePcGkPRa8EDKLSVMPmMVIFykTSAXfRHR7DpDOhzJtq8bY0HAXjgmhHIGn1iHgN+DFLPvZwGWbVtSkU68OX1hp8/fsSHjx/x+fMnvL7d0Gdg3y/4/v0Lvn//Dtd95+ek5zcAvHXeE4bE82XH+/cvePf0hFIp47kobcEE+AFMBiBN1uDOAb6PODcjOfpX1ETAvKAWbUGSystihi4JQksoRePX++VisWmn96+MTmm+SVf4YlM+S5QBzFLQ50CfkpNFoCdwPwL97UbzvpG4XnbM6rjNu0zatpMpYQiUrPJ2wklHtkmWUbtsZIoBp8nzShNw8Fl7fiIL4suXG+63jg12mlz3MXHrE14G9rbDG5ktcZsYdxrTeSnc6A82bF5Tv4+1aA3Eq3YD0ND/SHOBnhlbsiFA7MLUVsmAOcUiW6w5eRw5m4aHjxEPkNJwDvvhZOmc50d5UL+5RdavTfmUBbdOJM8z+SjGQMxx1n73SVAei3lHFoI3SuNghrJvXw2ugeaKyI1kslWEYnwd2OYJekUIUIkQG4fyGsyJ++2G2+sdFpNbZyRS7BbUDcPpufY2yCyoQU+rUlTna8FwRwRpx61R8rI+n5W+M6fDLle0nQwNTy2H5gSOO1YaBwr9zwyG2sgOgZhLpVb4vgECUeq2YSXJwQzWNnjbCL7nYqwWmUKq9hfSsln74xHvWyqN0I3pJusrjEstzwQKI9ypiOO0knqfOZdEk9esbu1cyJzn/ALedb8yAcURXlFKw3bZ0baKJYJdkoJ+DNzuq/bzrKL5a56Ml+M48OXLKz7+9BM+/vwBn79ioGzPz/juu/f47rtvcLlcTqP1ABBpuB30VLJIXJ+vePfdt3h5eaa+3wv26xX75aLFAsDaL6ZyQsEHyTNqmSaq9jNhix5ap4kgyESg+fn877VfX8IRMCAGlEsWZzTrjKBv3jqzow9KFXvAW5wy2mWg7ACyVNScGJIjeAPmcNzubwTUfVMMrONAoA/K2GhWP5gCJyYEYhmSu3wSJ4oVqnpgAicI8CxwGG6w4PYda7mrZ0fYGhdgbsA0RBhWYgpnAC2cAMkXgKEBfvUvrmd9sV6YurIGZ80H6ud1d/LvADhZiIYzAt4Kkz/Pn+V+9vHhSqPKh53B6sNSkibTgnMl2C02cQawInAzk0SMtdudDDx4ADqcGfwc1BlYsbZvDg7dcwEfk0bYyzMrJqVGxwgc4NIYM8R4Ny2v6PFhDQg4jjkw+kBF4P3LE5UAbzc8I3DdDcesuC9QI3mdA0CZA+lAqQ2/+c33+O7HH+g/8vqG3YF3+4Za2deaakeRdNJSSa8RGGJCMVFnU6psSGYsBp4RZEotXKtzITcG2W2JgVY3JaLZCcQTsTBYOpkgwENiiERicIHneras4nLZ8U0kvhwTxxhw21AxACcvMVKKCEh641RYZCxvMSb6FHPNBpwf3QLLoxS55tckc3M+ZHswzkEsssv3KM/fkVigHCeKRYlPK0Clh1wY8DE3fMqJP0Ti/Rj4MSZ+a4lvy8CTTbx34Ns28Z/S0KPgQwB/jYq/ZcHPqLhPRzhTIQMLmAw4HgQDvhmeCT0MfzsCP4+C/9kn/nGb+OfN8Ltr4LtIfBuB3xwT/5fh+DQCfz3e8MfxywD0XwyiPAxRCR5McNDMpXAzA3KKfcEHbmVWU+owcIi+7EbNWKtFWkE6IZuDPgcApgdsBKoZtkL01WrlkFyKOB8mfweCDIu1sjSMuQqS00eEQ6nh9fXGYbMUtLKhZuDoEx/vHXsATxfTYRE8FLQxCjjTAVgmUaWz5IOVGlopr6h6Y0sjiEwUxKkd0wSMNRbHQn98/dPFPGEJJKtByLAkHcigLwpIacqs3KapseAt5lpkrrQJaTINyFhoNF+fSfs2uhrzCGQ3RFmUYxNgludnC+P2gXoJbqggzdqWidoMt3vH63HgmIEewLvrjr1VDAfGmOj3qW0CN7dQvGJJ6gH5QBTAoVQOGqDeDrrrb+YoLbmhcrIrOJPQlX3XtnTMefoteBW9PitMXh/JX8CDLYGe/Wx8V+yXO00HvbpQazaoBOCaighkEEXmllc22Exd4IGPQhOlMR/R1p405/SyfICUUCHKcoT8F7CYLNqSOIfcxcAKeavYopCDh+61NWxnhKxSGFQw18G+qKelcmCqlSBRwpmEFIBKOsacirPGKYdY6PZ2AS5bwTjuuL+94vXLZ9zeXpm0AODpesF3757w/fv3uFyfTkYDcaX1mkiRjVJxuVyxX544kAhUDK9IGe8yyk6xqcnt0jA7AcmBpAzhGOjBgRQAYBPbiiEtTAG5H4NyvFqxGZgK8Sv+KmrY2HhRfpNjYJm9WXEgmVpGUFYgsxuKN4TxGY9BX6gdKbYQm+GjD3iIpVYoQbBOc+dWCCigfmU2LFF4KUw6MS9qDpeE8Cu5HfhsPsm08O3DJybDbI2JHo1N3ae3A0carnqeDYw/zwgaksLERNH2EVwSQCAwoK2NBjEvTCVTD4zlmC8hDbjVU9MU1Oyb0Cma3moghijgRQxEZ10JQM1YnmeycEE+22pciy09PHStoEaG/husIwm7OL1lbgSHcnBTmJLAlNJY9+Or2u8ylz4XGAZ6xDlKJmoruN3uuN3vjJAE8PJ0wXbZEJXDfz9uyE6Pmhidtf/oKLEYA3xvNPBj7Z9j4vZ6x7zd0AIozVH2i0yopxhPCS/AJlbDGDRuLzDYXpG1AtFgbQNgMoTl7wt0jLxjRH4FWhnMC8rlAt+qQFiTVJPmfSlKzfIAKu6wtouFxGcjjYuEzMDsgSmaNJLsO6+svZQemcCJBSbz/9xWMkjSGA/rHoPYIPFgP1nCvGDfd7IZz/t4eeGs4ZLvsbijtAKvFbVVlCbfKV37xbIcfaDPQL6Bci4ZgCOB7Smxbw3jdsf98ye8fvqE2+tn9NsbMg3X5yd8+80Lvv3uW+xPz2SDaHAsEQSJsACwiv3pGdvzM3y7nEBelIKolWes5GsMP+Awt5JVrPAMGH0wASsmQZQEzCdaI/u5KpHneLtjzERpFdvTf6/9K0SCAxn9FlJifvaMFWbj4dHRGibuyPNjS8mtOAkuj75aC1pMzAwOzrViHARF284z5YjEcdAcNDvZUdEDYyRKpRnx8IAFmB6CPHtj7iRlYruGQ/VMJhYJMrDSMSHgs3ieIFEm7QqKZJvIwFCCDqUNdvYea+xNJa2EQCCdRDg7mnPgBqWBywPpK0PbFTmMNIl0Hr0ZZ8M8wa212MhTPmPC6FcaoyvqVlORBo1IMkdX4AX02jkYQ34w/OdkxT9CD2jbS5bXnGNtV8FXVDD6wH1O3AWYxJpvzLFVp/9dBEGFvZ3zioNnp6FKCgaMYbgVAipP714wZuDTl1d8zuSZkBMbDBd3KVfYN/bmuB0HrOz4/scfcX15xoe/f8DblzdsxbFdNhSnxDHBeGPaQbBeHDPRBy0ESi2yDKAUxtomSRJnIp4fvNIMaaBPiCdwGx1v4XAb2C8XGsKOUFIrI61rcS6sk3WsSrEAULXhlrQFABCoKE87HMDrODSLuZ5LznVj0CyXgRSJkhtMISvpZHTZuqdW/4CVpgQtynneTA6XfG0ALCY8KHObSD339HQhiDlkReEEFxKAV7ivswMI9dlAxR2Jv+aGnzPxn3PgedzxvU/84IlvbOK5AHuZ+G0Ffie48ZiG16z4kBWfsuBjAB/heEvDNIf7xvkAE0IO9HzRt+Y1DP/LrPiXDnxzKfjnJ8f/uCd+Y8C3VvHDfeB3nz/jP91uv6hG/nImirsc3nNNtaLt0QHYxKRYMhiCJ/zPqY33Xhx73eB4+N1xIFzO96QpL6YFKalqCIxGcVVGaqFNOzdeoQfoIX0hwhZn8QEM5hX7xk3NGJOURHc1wYyhvPeOlVbQe8foA82oby4ONRQPrXyEdJemAVaNzHQe7qmGBk7t2va1Eas2lYAGYgh5dhOt1LRd5b8rJ4BSJFtaSHWcDRB/3KOgu4bRBUZwGCIgQOeOPKnBxQtqExsk9fucn2WflFNV54N4rFSHpHdN/QqJjDSENq4Gx1YcMbg9vN/viAh883yhnrl3jHtnukokkHoIF4CSks3YYoQIsAL9OMwAE0BWaoM5GRIWfP2lKI3AHRtwAlu5bQTG+qAfiXGbZm6o8FO3aWbYlv7Oae66bxsgUK2Ugq2y6E/TAwsyl+BMAyJjpQqgABlEjcXUwS1GJAtT+eoZKBrseYOEtv9kO2XIez1THh7xlZYWOmxFj5aWHl4wbR2nqeu7fvcCWwzdCDItj5c0PzX00JZ5RQsWaPsePEB5U5KtNHvHl7c3/Pz5M768vtFENhOXy47v3r3D++cr2nYhzVFn+SFWzOb0gSnuaBlolx11k/eCUze/Oe+9XQaJx9BgkUCGjHpBNhpZQIPSugwg5aWhiXjZFc3JZjzHYFRyBPrIX1om/11+eS2YxwFMarjDuFHC7DK9VM1N+itATAiYgPY50QzY9o068OsuLymo9ruITwQQ0wQazlATC2xqvEnPZv2NJBvNQ3RsV82ElHHaRhgoRdiuQI6Bee/0q6gcDoHBmOHbweanFYzbgfl2Z0pXqTBPZC2qTQJMpvwz/DFkzpiYyU1nqjFjwk2gjoHNTelRiZO7lzibWhQ9T6SkSGO9zEZp3GYa+HKy+UzV/tXop+QWtsCVXNIcNvHpBkBpYA4gKYOYc2AOnQk60yJV+50sLyuGmJSReiZKpQFqzqnfS2kvJJlo1ZEHZSLH6ys+zYl337ygbhXz0GcMyliKwHPEINvV5JuiJhVmopEnvHfUJJvALxvKZYe7YbzdhaOY4tcJsrUCwDeeixeazeZx8N8r5cV1zkdOHAIHm/55ik3YLhd6nxhTc5r8etiYAosB66Ug1KukYlcXq6c2SlV64kw3AyDwTQzHUlFIkTulTzz18twoIrUVDyaRIAhkEd+S+WDdz9ofuhcSecoZA6koSQIy3UGfmNYeQFFZyQ95ynATlLykpJJIpdadtf/A2+sXfPr8Ga+fv+D29oaRif3pim+/+wbvXp7R9ivNypP3Zp9rMVax7RuTlUZHu14oiSpVAD+Zr8UMWyuwCMaPLzBzBkYfPOvUP4WSIU1+BtwbC7hRb7TiP1n7HXM80rh+tV9O1l91k+dFYw8yJ2vR6h8BeihgnAPlKQ3Eir9m7VyMi9Yaog8YDG2ruB13vN0PVHkMQfeyqCHAGvvEFEiBnsvnCeDSqFVJsBdHMteiKsW84qC8JEhmYuoBWqYJkBSzwa0gkdDRhlIoZ1rLtXH2q0qqLA+5o5sSb04AwvT/6tNcTLRcqW4KBsACHxaggvP11lXr9R4Xs4ShCfz56Y4xoeREyGcMSDZ5nN30Rk09pYGSwZkp30meLaEZZQEMMPaOIRZhzkTaoNQygubjmskKQM8R9Qi7O5firfEZXj0d+FrIKqLHR3jh4CsJ7n59wnF0zNuBXaD+NJraswekhGMaF2otDdeXZ/zmd79Faw3H6w3WB16eruwSTJHoMRGMvcFA4n50fLnfMFJWBRT4EbxNvvdWVyy7P4CxdW4D2NwlrQm89QNv3VDaxG6VvorFwaROcLGZnTUq6VdlluhjiPFEgKoWh5WGUUgY6K/00pyZ8Mbl8Zonl0lyMZdChCbc0JIx8ZhZTzNgdy3UDbB62lEgU/J9frbLzN+0eI6cvE/GVMngMjVUY2OOcxYJY2+0UkfZxwW6AyMrvljFX2Jiy8CTBb6Nie8Q+L5MvPfEtSS2BvzgZK4gD6RV3rNZcAvDW5l4g6OnYVjFrBXh/N89KU9OYy9TvODv2XALw4eXhv/7777Db0vi+POfcPv50y8qkb8YROnBQkTTUTsvVmh4qUmabArhjZgnZbd3xgY+XZixHedgLOdnJ/LmuhlDF6JC+rGgrGQaEec5tMGPiVK4xapO9+9SlmeLncaZjz8GGD0qLEFGS5UxmRN1nmNKXxnI0Zk+U6o05TRyqlZUaAIuRPL0cjBgppN1oSGzqhniQz9pe7o04TroF8Bx/gkgPM/ItiKUlX8AWILRw9RKLpAkcmlUcT4Erg0mn/E8qcATEEodLIowylLKxByHtqo4/51heS2yBZlJylsJ0pDXgBXgNhlq5smWYKOckRhH4LMDW63I3uExz9dgIFKJ4ANHiYq2qs6CxyaI1xfJe8cqm06mJqiAu52FwsXKMCUDoTbFJqfAO5NBLAtbzCGfhXrq7Zoacojx0qqaZFFJqfoFzIrYPjRcLoV+C8t8EcUxzRGeqFtDjURfK2tbqT0msKxiGYkVFfwEacYsWWqk5wAgXyAV8jUULP8QL5QwZCQjiHXNTkNmN4zez89rmT6mLWM0SNVBsCdAumMu2qdAK5o7E8z68uUVr29vjIqG4fr0jO/ev+DlekXdKOGZ0i8DQDX6qbRW8fR0xVYKejHGoyoOEOcGgPXnNggMRQT60WnSbJT9NbczmWiMOKWHFbynvDDBqUpykQJVZwJN77OuzdCv9GuMQBq9BxYFKkE5wMxUohGgiU/NAA32xp2GsdcnUvZXQssaKF2SuCV5OTW4oCRwDm29AP7eOVmjJyOBLZgO0tqmQdi0IQKbydUocLKkF8ZIRpk3Or8bAM/AOAZsdD5Ltzvr2kpVgVGytFhhGYgxZH4suaYbxqDpdgTN170W1fOpelaV7pDn9p2YxqJRcsgN9qo0VAOwIpfFjtVOhu9rbV3DgQw761oR7XjFUgOq/UYadkz+XndDuMPbBmsD437XeyWjjpsuSAKqBUqw9Z4jYD7+9RJBgwoTv0x2CAkbAzMTX4qjbQU4OjyYTESwSZ/ydEbRj4lwkBnh3HbpraJyPQrbK2zb4Nsmr7IDXrSkcRpx16K4ZGMDhcvOIWFO3SuU8RbjNY7Z4NWxtY1nnRlqpUE5KuO5t+JkMwqUKmvoOn1rCEzV1s5/xtpfMIuMsN1RF3hguj5KYHNJOXkvBO+7OYVjf137E9H7CZbXEzhU7W+V7MZaTv34HKr9OlddZvzjfoCgCc3MzXhPL1PMGbz2AHfRM2nqa2IpFK8yTDTMfuDLx094/fwFx3FHwvH08oL3332Dl+cn1O0CK421X9mzJVftb7g+XdFqwXAAtWmrD4KCYgdFcoG2wKRxHOxnZG5ZS8GcQ4xJsjMDIMO18OesCN1V+3mWBtM4TAPBr/iL0b8EIjgtTERSdusRXGpJ/kt2d0UeHYBAwQSWyTVp/pM9jhemYxbHFDhvpeJ+HCj3A7txwD6XGwcH1iztBLJD7A2zNTUs8Hm9eiWoQRJ0LeUYfqu+z6DwCt7XlIMSqGHR5LMSekbZT5kAE0XogsvVkky/yeDCtWqBNg2S3BMIqWC4hafkqaaibg+D3hkGsgugZcMyVScrY8lfoD4MIYaasV4FUtgkfVhyppad6m9BYDFA0OTQs8xI4MesUYnosG4AOOYUkABASxMmCgG7G/YS2PRWqpZ3pnMTRpmJOQfrPBfffE9vo6OPyeHWHklltRS8PL9g2xuOT68omXh3aUACYwyZoxMEruBS7QCv2btv3uH9t98gIxnZrnsOCSXIGYYWn0vefkRgTuDiyVQ/+a256sFKwIQW2mSQrsUErRUm1mfIAe7tRnnou8uOTcqJtXAM4zoFS8XBwfA8SzMYbQ9jApo75auX0fHp7RXhDTa4PEEpBDiSHpkz59lfNed8SKyESyl6W8lgPujJVhcLKNjPrbneHJJ7EqR3PTF8vhS6EkHiAx4MS25kyHRN4ASjYARu6A8dSCwCxYYBw4ec+JADf7BEGxNPGPjGBr4rwHcl8eyJCxKbD7QC7CVwtYIfbWKl93hhemhds50XlMp7qmz0srStASZ558uOXh3x+oR2ujr/179+ORMF68PHOaTRZJObxjEc5kMfK3XXI0j5j5l4aQ5cSIsutiQlHGrNy6mJXfS4tRUP59YNYNG8y/shhlBllxAhgX3bcN2pcyuuPPs1/8SS4cg8qXBYhTkpT6hs9OCYkxtrAkY0BHRtS0OFWZVTRQgnlVBgMZNUYlGpH4kODmMSiu6vyDXY5SMjmz+aCKPoZItStVawBhHo1gOslwR8pbdTcakabtecA+PrcjEuMoDpLLKtFMytUdeeEzUZ9QmvOlweA8IEQZW3+0CdOI1zI4CeiXnQYGmMeXp2lAwUn+gRqO54bny4M4AuvSUytMl0MVpc4AK3zX3Q+K8JfCPTpCBMFF77aqNnRBtXXGSpLFrTDL13sOPmHiLNtU3hNjHFYDENeys1YFGcFw14bQlm8tBZppgr8utrYM8WGAYDvKggJ1ky2gCErfK0PA/W4EkgbwI4knIcN1LjxphAASpcZsuKxvSCWhuBFOeB3HUor6g6Rl/qdx4CRwGYV2knSeuby0PHFmuMG3rXhnjbNmz1YcY0YgBjwOZAQeB5p6/JN+9esDVFQouxA4GHLpnf9bpTj18rmjvGnALCDKuvZZ0JQNFyYzCyGsl/19Nk2Ey53lCyi9sD+HIBhEfwwKyF0j+DaPlOGdOv+cuA00dneTvlYMRqhpiHvasR5JBHU+4BHAPPWwGedsDWAU1GCb56dtfW2wRqEESc8jkgWHDvNMCMEcAcQCFY4Am0reN6vaC2RsPP8lXtn6ITqzaUrQK18vlDUtoxJ6wJVJ4DBQmI4ab9nrS3wEoGylySQYNb1UYy0QyYqgFTjBtEwiwwYsIna/aUGfMyKVxf3NxO+Cywwi1jnCDVqv+sSUtPr74Li4lAai3IFFm1H8BiaRYw4nj5LLkDtVbEvmN2eqOgyXTOKLGlifXUuc8/t1tn7W9+NvpMfBkYSRnF7GxOCybcB445UWvB00ramWrYCocdyIQ3XExS57Jj+sTsQ+zXCmuALTDMDGM1jLXC9DNKKSiNHh3WmI40jWAxSlOPoNrv/qDOFzIxONwVDnSt0f9EixgyRVJSWdVnASReyEbxWrEkKGw+xVVcwC0STZd2zkntuAap5V/gYFTphGN2kPUTNOy0yc/YSsEuWc0y5XYniFMkZTMk+pC3EHiveC2S+UCDl+S5hXXXQGr6DALl8LWgajTuH8x32C47k8z0rI7bAHqHHQc8A0+XHe+++xbvvn2PrTaY01cG2sJnkP3btorL0xXb9YrWKpqxH/Ml3VuL+cXCGZLujnF6uWUEuu6lOQisTyVZrWAEGK9rwHDMQNuqBmQHoH5UjLhf95dqnRvGmHAv2BIAJlA2xBw8T2NiOqV2TF4RK9QDmQ4s753ieERNC3wEWRzFHR2Bt/sbzIBLeT4lE1n4rJh/JUFMnv8xE+5kyJTigru/YnUkl0UGIJ2Ahq05hGgAe2fJ0ZfQYQ3ECaXvVA67ri02JmDqrxMhUFwb/iRoksEUn5BfCkMgcC6NWFfZK67enVI91kzXIlACIIEZXOmulB9NDBrEwTnD6XkxVUdCYIobWXGL2Xcke3VD4rk1pvIQ7eAMZWJxZWAGe+YxBp+5PKGr9RIAc7RqcDAsgf0a2XcVWqrPifswvB4TNg6ZpPN5pvufJB+laMYaaM8XmBfM+6GefxPjzjFj4hiJHoHWeF4PcPH2zfff4/ndC25vB758+sKFrlEau1JU7zFxm4HeJ7ySIXqtBJZLq9i9KnREC00kXGk4ptnzXNM7ZVyLWW6lYaMbO8bR8RnAu72hlcbXEVoeO0G5GbxvTLJMfrZGQ+fV2xoBkMu+4egdfQYZPUgg+FxlqVRByCOkGBfNUxL+FT4RC/zHYi8uNvtik/Eeq62RuV0KZhcb0V1LLy6LTAzhIaDlnBPE9LaT5cVFuIu1SEZVkUGsDPjdkNMAq+gJ9Bz4PCf+HAMbHHsmdgQu0fFcEt848K4kngzYLbFXwzYCxQOlTJTaOAdbCvgiA9XUA9gy4v3rjcm8Xz5gZuD/8Qsq5C8GUa6t6AOfKjp5AgAETB6jRsobZGoArJkYdcdrD9ScaKVgK3bGFkNI3LmVBB4UPTUdJ7IVIdRLCLmRZock9bKfG386Iy9N50Ccr8t0M5wGcGDSw6LVRfKCmrGQ1Crqkf4wP10aXOEafQZNSc30e8GtkxqsFPI2wSLShICvz+vr2OYC6kTJYFzU3bWBJLZego1AESI4CVtyeDdbtBSo3vKBBRCW+jQVQeflRA5ZzA37VjFGwXEPjOBgvklPPTMwBlCTRqPIPKn3qUa4OY0bw+kyHQA6OITf+sTr0ZFHx+aG9kSa7vJRSLDoZmgwly7avIKbz0TXvZbG6+yKBwYMHgNWi9DjJmaNs6jUiumKSk1RJQXomZorIqyk7O2VXiAwQ2mN2+5Co9jVhE08ihCwWEEaCHUvpkAsh7bFaRh6mFP3QQZ9O9Ioj6tO++YEC9aZ4Z6AGRlOItudm1neTjwgFzDZSkVt5ZR6RcoEE3kOqDDRPmPi6If0mZBvEensIx5Ryb4ALSuUWqh59kYAM1OmWmpyhlz8ry/PeHn/Dvu+E9jyJaFyUam5KS+1wOsG94rWGK2ZkoFh6eCxhtjBAcZMHi94NDkApTlKjVl0b/cVny5wSwDoCDY5K3q01Xqmevyav65bVUO49t9qzADMoLEzYkHU/Lzp5UiW2miFcfLB7dTWBE7Y2mwvmaKfuMeDos3rGRHwZQzqBPjYBE1YTMQB9DJ437vM72x5Q4mmn7zOVpvAUX4VL0BtXAwl2Y+WOD0hgAcrKzLObcz6AX0mSip2UA1VrRzW+TGkgGuCAJZ2brZG0nCUvXDSS2S1/Ouf6yuS8lASHZweIbEMZUNMQ3s01+t1CghepopYvlXssPV5U5uNfcM8DhxvE2MmajpqIyC9vF9KVFx20Lg0EtkHJTSloDlTuSaAGBOzOMbkZ3EfA7fbQODA7kB7uRDwwGJH8rWmO1LbtrpvsNpY+3vgmGQ5uZhzNPRuuncmTHHypW0oit3OVhHbpn5B8kUVT3fnIO9cqjgICrdGkA1m8K2h7TvPqVL5ea73+PWQbWS+GHR9imQ8pZzAFs8eNqxhpItz8xxISw4bxR89w1fMQ2jJUtbehP0nmmRWXL7wXCI4woSfVedjzHOZVEqRF4+JOTrRjwN9Ttb+WtCUKDdCw2osc+OiOg20fSPQszXUbQME6NPDiyag5o7Lt+/x/N232C87KfJeaaCrzWlGUpbbKlyssrpfACTur6rd9mBjZQTmcVAC6xriAcVSL4NEPfczzthwF5W+rOWIPsS18IKp9jeyjX7lRJQTrIPAaszJBZ9Rim3+iEe3yZ6m2MAQ6IcZKIww44wt9hMAgDtQuDn711oR5uiS5U6x9ZZvVG0EVKrOjsBijdCzxFfvOMU2wBoitQiJACRxL4Xb8xmJkUGJAbgE8+LoY+KYTJFxE2usFnyNdy+wH1jGmnI+McEhQkg4u0iaJO+6uWRlmVgfxwJU9NEIONffXXOAlqum4dVMFgbQ7wwyEox0fkCedQl6x0QE4EWyF/o6XlvDVgV4FC44vIq5NznfmeKOqyfZYSZWBlISSHnXgBLQGRO3CVgkWqVHVS+GMRN9BO6dUc6lgqk9RnkhwS2guRbRabAseHp+xozEly832iLUQqAOhqGFhEGejWHok3Kx73/8Dtvlgp//9gFvr2+UCyWZ7wnW3dEP9OMOLvgrrvuGzcGZMuiZVKpADyMIM7U86uteSHBOMDJzfUkxxUgcmSgz0O93vLrj2Ss2ou5wI9t1zglzLlCwPhMxe9fCH8mFNNxQ6oZtH+i3Gz1dzLk00XOWZf39xGFBULw6MLi4Wc8twKXx8ruCzhWHY+YAUJFBj8BMsSDNT7ANYu0tw/TVT2cmUkuztYDnHkqOpgYRD5ZcVeCNaTmOKs/G5GtwA9DQzZCWuAP4YFOo40AZQEVgd+ByJDadjZdasJlhtyRrGUHvowJAHkj8PAJhnemM445h+G8LolhxGiFNbiBpEkrjnWMOvN3u6L1LJ8mhphal3bSGYYY8Bi4BtEuhHiw1aJrop4vWDTx0v4tCqmGHm8FH8TIDtpA3iWnhI1Mc0pDjUbwF/pzJOiqEM0kdD7MTSS1mAoyk2S+UPLga85ETc6xmn0XxGJStuORBrbqG4aSOXDdoii7GRiNOSiKBD1BSIFTZ1rAcyxiWA/50sWRsvYs4gZaHUVYBLM+BAjCUs5GGtn6AkZCP9aPMHVtTHCDEpBFg0+QvMNW4rFz6qeZrPRykTTUUMZWq4i0vdeJ+OD6+3XEbE5+KITfDTlqNeD75IFyaYd831FLweu9Mecp8yGQhOiQYizfVCE3Xprlw6+x1I3VLaC/z5IFWKvyrbR1pvTKKstVcc/BKNdAphJlGqkDm0DVMmIwjSUNls18XK8RY4KD3VcqjQ0tL+JgyTSUtU6MPVqljfBrdyoe2B1jbbGl36TL+AJWwQEUZ2abM9zLBwhxMQ+pJo97XGw2AF5XZfeki6JcwM1CLY3Og1a/Lh2nI1HvzIIsFfIRLbXh6uuJyuWqo4Guq206T0UmmCAr1pqVWRmLXAsuKfvTzMzMjMybPCTPPYXUtRJZMYwppL4Wbg5l5msjy+gibiknNL7iRh5lSpNaz8yv+EhsjpvEenBNj8l64j8D99RXjOB6AZKrpbEwrmQncvxxAm6jXK9L5/JrL/0dA4jJT+xpA0UqD96KM/PBV7c/qyC45aKG0ALbuc0kYI2DyQyhfM1SggToJ8pkzptCLI0bF8uZankJMJklEccqMVIdyBm598PtBGnIrBU0gykTyGANOHfkEtDmPk5qdkswOkCngyDOac9VnHRGs7w8MCqcrwBogq9FEW9JHqAFcTILIAJrSsGz1TgYvbD6zD2CBzQI2WftJb47JhmpJrpYe3ARwtdYoiRyUlGRM7L3jKB2fPt9wOwa9RC6s/QVMGALk+WG8Ttsz44NvbweOG3XqWJtUXzJFV7KbEgaUlOa1wdoObzvKvnPLnGRyGCjpIqOEXhtYFHnR8FEZxWpbQ9YmsIU/32vlxDPmeS4b5LMkY3Cmv1QxKNRvGFTHynmPL3Ynf76AGIP8S0wgN2XR4+gcwDIBKFY+wQ2yfp8r9QTr+SoFNgNpj0WXFUdiAsH0rPvtwOvrDb2rwfy69sdBpkcE0LQk2doDpEtI8iEpXQltwslI8Lbh8vyC7emJDFEjyNP2C0MBxuBgUB2tbTR8rgRZEBu8HPxcK8/WGZD5Ms4lU0xF065zQXV/rto/C6ZkPMtXz91O5koVU6C2SglnraoVv+7aPwH4mGftcyMISyCiSOYifxEYPccEskVM1oMQs1y1m4AeF5EZvM+LJRoYB3v0N8zuGH2XpI09mdoDrOQaNeCsocZn52R1GLBMJSmBJOpY13+HvD+SZwaBPb5f9ud8vgqMEmkvGEH/oggytL0s30bQDB0ERKY8UqA+eC2tljR9ulF+45Q3ZSzwgufFkh5Zkfw8CbyEPkP+uDifu9AzyCfCBOIaaiSNRBcQm4kxOQe5WNCtFCbfuSthiHI6OIfZxbbIEHBrBbOkzmunlLVUgikCvsYYiOQymeCAFqxroRYTl+KAB9keKwIYfLaXxIhpYRzs9+uVMvQ7Db+d+xwCbHNil1wjABxHh82Ol2+/x/c//gAg8fGnn/H25QuX+5MMHS4GB97ud/Q+8HJh4MUuhnnIRHUl8SyPsGXiG3PqvZLpmsZ7r9aGbUxUI5C+aan6ho45BplxrQFVs3ItaODfp7UEzWQz6PFiKzIpaLx8DMp7tkK7AM+U3HkC3RCVfWsRKAWBbmEhM+NQv0AfSwNIANCZRL9FAzBRTgLBYpBJTZETQwqIIrXAWiYzkYvnIJk6BDmnvIEIsojhu0gSoZn/BNMErGL5tuhzABcF07iEMm9KkXKgVKQnjgh8ArRcMjQr8rah9cc5424bmpYYo7OnzQXeRvtqvvivf/1iEGXmo1GZSXTf1+AUIG13Tlgodrg1XLaGvW0PLwko5cXkXG0OlxmU+WqM5EKcgexsdrhB8BNsSU37JFzQy2RoA5KgTi6R+sBMtjx4GLSpBvNmeWzmDfIA8QLfqL1cEXfVVhoLm/ealJqMUzsJeCjCORM2WXDOCD0N/atA8GIRYChG06aVTmKLbsrLTskU7DyI0kEWTODURrNv4E3Hg2OZF7FJtxM44ve4mgczR62PBxjaZtbakNsqeny9uah5oNvyDG0PkwfL+l7Yw/wto2CWgTklHSp05W7F8OV+x9uY+JR3YG+4uKMHZWCeD+nKfQLh/O9TYBgVRrx/vCztuIbnYkgvHIxqw75f8XS9AKVizM6tlMxCvVZsreKyNTagZkAEpijY1NNvZ+RkCnFtjUyKMQdZDyo8OQN1DX4pza0MjE/gJPP83yH2EJIePTOIHJsB6Tij2wz8HZgDo9M0lQ0JI0q31lBrw741Nuj2QHY5pFYAE3PYuT0lI4Mu5p9f79qoJ542+hbxWVkR13kOcAska7XpQGYdoOQHPACcbKDL9YL9U0MWJkQ09xOcWZtSCBShUa9rgHpE8hG0BHIEfK5kl1RzYAsTPA8zALAh+rDRfDCnKaGHwyE0bEaySWmlCIQ1tLLB3BmNavaLi+m/168wZ7MwlL4mcNXMtRHujLoGa87eGD1N8LPKX0FghC3Q3M7az6HYJb9T0zUmEHF6nHhlE8Pl3MMbxJAYG/1J0gxzdsQBmBMkdXWXKQBxnhRvARSZJxhR5BtRCt33hzb3RdvrBX6mwPAY49ywmGjli+kId3h7yGhcgA4pupO6/N5Z+00DvLTX0vzxWVMTaec5pq3kZPMNgUCLlmC6h8+0q0JwyMTAY2Eh0G/FUZZMUz4DaQV1a8iYis7lWY9CA9XaDFnpNRHJ5qvMgdnlumguSZUjo3L4ltSi1oq2bahueH274d4nvuAOu2zYKx5AiHqLAHBMQ6uG6axbHkxt8o3+at4qfRnENkNtNHItBb5t2K5XXF6eWPv7ILNj0LNhxf5eto3NojssJoYAmlJXEluDt0awxB2bfvcYnWi5NrBD6T/MxGNvUpXcZmtBJBDXgH9d+2sRGzAJqDuN6FMLmVTtn32gdyYQpXZ6276hto1mrCtuWncdBNgAOKVABCANWy243wa+vL5hdA6G5VJPhmNKSuGD9T/WfajFGD1VNFyE0gC1fCilYH+6YtsaojGas3lBMaXOiSnE2m9ITG46dd+e4CZ4pswxYT3QKoVIMRclfFHStbmPR99nZqfEaGalvPBklUkilyFfIzb9rV7YEzVJTRdl6Vf6tWq6WTI6WPf6hCPHIINbcsiclBLE4H1JGQ2lNQQHFFYAAgk5+zlEWiSiAKUMeiAVgcGYHA5np5xOxZoSuhCIwWcDaOzFMlEoVsdiRgACXzJlgM33J0cR+vtN+SiYAdVgk8BuVQ3FVI8tdjuxTC6yfG3eY7EHNU8YaNg87eyvywIA9dpGppDxx5BZzOnVjPWzQ2cCB5ipe30FfRh/JX+vPXrhtTi6zwCsYHfDtVVcG4fjGZydepAp3vQZ8crrM/NCSVKovqtvTHP0DAKgWLjuRDGax07jz+1zorp8ioxLYt4HZLy04qDYMzCWD4xYTJGJfW9oW0PvAzY7fVo0/COWTAnsGZeNBBwv336D5/cv6MfEpw+fcDvuGJITHX1gJHCMid4nNifzfJOPlZeC7J1Asy0JIJk57A0oo+lJudoa/GMGZh4YrWGl/dSN0cZUTQwqOOQbVopkOGnI4DJ2se7WzOdGOHDGktQnRu8w0Put1YLb7QYzSqhcqbleKzwF3ks+tvzKAFpFzAyMBFozLVnXFKlzikUSyMAI/+p+53NtvkztORf5MitPFmSr5SQP8N6UrQEgIJAqgFoByAKDnoQ84xD6j2S9LmWlnJqON83J05Au2bEvuZGwJ+MCfM6BMLFpAURUjKBkNQyc+eRJdypNfsHXLzeWnUPI4CA625ivPUbXBpgGjZdtw/Plgn1rpINKnws8hpRSN6XdLF8SGQip2Z4xzoxxzzzNnBYQs0z2aGLDMbIUPrC3MTBHII+BlR+9uZJ9bJl1OvKrQpMLxU22P6TiLmkRKcQ9iKid5qfJg6Go8c8kBdcV2xbkup837xqctds5C/oxGXWVikE8Gy6hf1DDHMZhBmmY0+DJzeIa8EwX0xxnoS3FyfZZ32EgYcXW33CYB8waXwPWDWaIqEBLuA/keQitLYCf+m/L5UdR4E5q//qesKLceRZM2GCDok2buaPeD9wj8OWYMklMfW5Cf8GNbdch5WLiFNEYi/xMega6TNBa29gcX3c8v1xwvV7g+4Y+gQyGxo3kkbXSbAjU2ePAAg/IsZpCLLnB0sSSBh4ZNHMMgncm6rQn4CXOwaYU0lBhLmNAXuORCZ3O53t2gWcBDikrynLMSV+IDDycRwSWOBu/KtdzvQNphAnHwQU6in6RMfE2Bj5+uWEcB1ZiQy6ZTqGErgdlXWbAhq9pq2zkpzn2VmWQGwR+LLG1De+erxjvnnGoWQ2BpyaZXFXTUo2yiABO2vuMiX4wZnZ9jtXpmYIgI2kIvCpGiQ5mnNsM3uWsTSeQONmkIGmItUwTY8VgwWgqKdPII/jzfs1ffdDXKsbk81cLoKEkg+ba+wxcLjuuTxdslwvqvqHUpu2xn3parw11DcDUpfC6VjI/5iS7cc4JS/pBFUWUAzjB9LWpAhhLOZIbqLk27gkgAs3o1VQEBlohuErsl/fBaki/fq69VBjI+uoB+FiAzgOso+eQMZbZCJDMqehYbW9P0GIxw4wbxjm5MckIpWCJNeCSmbqa8rmYDpSPrPtVhxDAn0oH/tVkB6U+Jzqk/0A89M4LXD3TNlb0hBlKbByAihLg1i9RXXex7Fi0gDkKhg9thJa/SCVVViAYfMCC5uD7E99HfTtwz8SXozMSNAmeFQGwBiD6QPci7xsZmFbWJ68NKHTcH8lhrl131MuG/emKp29ecHl5hl8uksOEGlj5TtnjmlBe5ec9lQnKEQTGp0zBnYg0UCuBLNXzMQ56bMwBzwKv/GwW64SsBprDTpi0/KlGMmFeUJztKw2IvzKrhSHGwP3gAmC1FDzODZBnS922h7k/IAmpFi567V4KoG3w29Hx5dMXjNtd7FUwStzo/2BIjME+DO7clkac503qc9y2iqrzb4hFtO0bXt69YHz3HkckSmsPqauYSqv2FwDDXKaYfgKU/QZAYImpP2y1ciOrBVdoAVccsEn/q8VK5OMn8Go1+pKNBgiaphZQoe2A14rWKMOi+fqvG0CnEf3Q/VPVQ4AsNJNsooSo+4YYwABNiCPZk0NeCcXYlzjpewThoc8ZNMNsreA4CkbvqNuAlQ1zslcdM9AsQXmBQEgtMb262KU45S9F80IK1nQjMEhZZ55lkbJ09gLFOHDGgKREhrfBpMhqj1TRR0InmwMXKL/EM8gUsx2wIAceuvcIIAENkMnpYtPoXFINNSyW/DwXyC5qT06cywB+ivJzmUEj2wwcY+LtmOigxOR5L9g3buWjcOBcYDivT8Ep+8RaqGqb5l9/VmQkptHGwDTcGgjCj6TZaxbWtKJr4gbeI1rOGQiYDiMwmpFoDlQFecygP9llu6JuGz5//hlHZ+ISl3yDRrhjIFFhQdnjcTDh6fsfv8PT8xP++ue/4cOHD7gdAwF6n/RB1nqJxKVVspBPBr8WuEZz/D6Z9mnG4fwYXGJmJqoFmurM1LKPS46OHgHzxv67VDztACJx6/RoojwdSnIyBAqOMeg1tWRaAuxmsA7f7x2R/N3H4Cw3+oFxDErA2kRtG5+bdLUfqTpq5/WNGIjaMAaZJYgQaIyzz8mzX6D81TSnQJoOh+l5YA4PgtfDEFied7mWqsiTIbnYVCSo8DkcOucy4yQ48jWZwCIjozgJ0pgYXish9/ycoIXKyWzmGTmgmVRgjsPRJ+dvrwYLMefogs+F2/xltf8XgyjrpOHgWoW28mGvxfD+aUezHZfLBfu2obadzZZpEya0sNaGM6ZUxpeANva1ytGfN6uDg2UWlommZpNOwvzgVj59wLBXfvB3zBOlHRG4DeAtEq0YturYleTipoQXDawz7Lwo6TxAan3ciF9vpEm3e2idp2hvDkc5/Re0PVvgiB7QwrUHAMa0jSGDzGRjWpGAzN7GJNdkc752Hgq6ybRzIpAduEvbWcwVs+Zn0Td9e4BDPwsGC9f6OQYWUvgCqHQgLKmUtqFWRMnMrxi9TtOqrUiGAzsZRuezB7Fv3FGsYQMb7Do6bmPi9d4Zg10ItPjaR2bCggDMWrOVwohbUioT0TUAlEIWzLbDtw22XTHqJqCDRsfHmDRuZDmGiZJO0zn+vuXwsAYFSJoDM4SRiVGd5rOks9OMciVX2SoKWF4/9FdZQ0VxDoL0NXOEKULU9b6NhWuqGYgUw9yAO3B6+jBbnv4dVWlB67lYUrNDjTt9U0gBvB93fH4buN/vjFKLya2LtohuPESwnsOcp+b1pEGbtg9apJTifC6MXhlRCi7XC969XPHz5zcOuKBBl2srzfeWQKm4FGliCw+xWx/4eB9IL6hesYt+Xwubk0huHQm8QF4Gji1T9D87a0/MgWGS1+l1c4uK8zpEJEZObt0FPpb1vP6Kv5hUNsj+Wht5bXq3lKnkZcd+uWJ7uqBerg8wuCxKNX2FFtWbEgoJ8oygPDfxS0ZIpgR0PhSBzMI9KBkyMa4ysdUKjIlDyRAQCHePxG3V/qLY7MYo9CYQh7R/15C9wHHWfs91WOOsuwVAbZL3mLY7Rs+Acppd8gxbkqAl5yjFtFqhfGzOr2q/JVPOKjXSQ94szQxtWw0uWA/Nzgo1kwOlyxzcCkF9dzuNegE9r6tZMrEbFghvEFDlyBLwurHhmASP1vIAJwsMZw+AwrPSo+pnaXutegb0E6xKN5S2QcgF6uh4GxO3+4HdDK2I+eaNLJxkI82BgQ1nKZXXplEzHXelgWwbGQ7XJ/j1CXZ9wmg7MngOjzHRO2WJHpNgx5yM4yzB5ULG4886F82pcddnzsVQAVo9Wa+LeeJ6jaZ70CXrSYHXlvRfW3WbPdRKybGzR8hIjLTH4KnafwDyK+AZXcxV+xv17l/V/jCaps6vAMTaGu7jDa+fD9xvN4yD0ZpkAZbTpy5AoJ107JCxLEGYBBvTlboScNSCM3VwTsbD789PeH73gvnpM6nV5oxPrhVl35mmN4Ns0ZqnFMphuN8PfL53hFc0K9jqBm+M/8yZiPDT5HiB5NUNDUq20jlr7siRyKnan0DOIPMIXHZlIUWfctJ2yoIIvP66QRQ44L4B2pDTloo9QckB943pUpJIwynPIkiiLlUt1BwTqFzSmBtZYeb0tJBHiDvQ2obZD8wIVGd6F2UvBWNCkfaPjfo56ANix/PZotefDCxZ1QWp4DTsNyxWvP5eKRhQEISeY+KhgTPlcgKZ6yfxPXJxKlGTnuGqniSLoaVjlILUJlxUYfbVuV6bQFosySbOpWdknAuECNaMJf3BpH9jLLl3BI4MvB2Uwzy3DS/XjQyLrxhxCxTPGGLMVC0DyeLkELyY7Y4VDTMjcZta/NliDD9AIKShOeClnSDXEGuY8cW2GjYuDfihrauJLIwrTgQmDNv1Crih9wN9dIIXTlDt3jsWyJwJHKPjmAPfvn+P7378EW3bcP/8ivl6o1m8wPhiga00Llh8eU7xmqzQkRJToI9hyEvwjJQf/Tz/Uz1mw1qiJ2bQtHcaP8NNHlWXjUvGKUsMzgqcExbkFz2wMrdb4Y1A/y2yCCfoUzUSOHrHbRhee8I88G5r8KDRthlfN5xJt9UIXqaAEJtcMkHrc8pcTayeByvDYEzeMjvFDOY8B7pMms0IkponNLLCI1FcVgNr+QOBnEYjeAtHOBlr0DlIBjKBuclGndYNOeWDuQBEmjYv5lck+y4IRF0WIKuHSjMcRqygBzTnKaE0NcRIYjhG/uLl6S8GUVhoZEAKJqkEaP5Tdzr3bqXierli23bAnFuJCOnZ5UMgn4FHrPHycWBU4DgC7J1WA8MbO7S1L6ENGhzwxUpgQRsA0CqqPfSwu6rRMeY5qI8IXK1hk57aQFeQaRXHnBhzYHY10r7iz5Y2MSH2GvW8RmqdB4ho8UVzKxmTDwzolEFkUY2YrSHPsCLOzg25ptOFNGcG+mQTVjTAmx4uP28gxU5KO0kj52BBSsqsikAAy9UjPt4X9OCks2hSE+iIaed1CG2kTl3mOg+SDcyi90PoIR82AFj0x/kw9Eo+GFUDllnHWz/kWeEopcHnVBwoHoeameSgHLzdyUJJI21ubZ3CCtIrujLeHalNsbSpelCRTGaZI3RIJDxwOvsnQiEOBGha5dB/hKELwDPdvzNpDmjapC4/jSUfW01zLRwyUh4oYww6WjvQVuOXicwhUAXwCLwJBDobdreHPKaK2XUiwGwmK/iZxRg4XMWCFw396Oh95dMnLAnSNf2sSJrJzphM29BBuTbwxR27BoI5E6kBqMqsCW6YpWDAcYzEHIndDLU1bI2GkAEe4gtodFDO9DYGvrx1uDveXy94vmyS/9BQbKj+nBGcj+qOpUdeh9vyA2LfEtpK2dkENMVeZ8QZ9byYOMVonPdr/qqGk8qf9ji4mhvqhV5DmxdcXp6xXS9I53CLYHPnXsUoqSeg+NBUc/uL4hj3TmZX8hReTRkNZHmcr2fIQD21K+1hGGARqC6myKSRXprRyO5+4HV09NhwdWCzCq/rYGciSR9DSWIT1STjaY/kKParrMul0NNnpsEw0dpqECC672DDBZeECasYsulQ3VcJ5u+IQESBiXkFNWzDVo0pD2AaBqs8JyKk1YYSE0agGrdzLLxzBZDxS9KdtW082Sl6fbUW5BzaqYp9MxVyz285WTxYQ0grMh62EzDixQeiFECyVQTPFU9tYs1Z++8HpoNyxMraryWYpBsGFOcWruCMmV8S3rpvBKoL637Wxtovg/YYU75dBAVcP/uYgXIMoDY0p1wQEYgxkceA73nWurZR5tVDCQQCFUpxxf8Cy4ekiGEbMA5hztq6UtP6GKyPnWw6Atz0XKHXTFftop6d9+U42TCM5xWD6VwKcTil/JYbQDcjm8dw9grIwLgfigQej3sBkBSLOvE+J5kzvZ9+MytGvJaCzav8IyZGKepPmP0EN8xK8+c+ErNPbOaobUPbGrxtYoKOh+cAeL/fjgNvb2T2vHtHKW5tfI8MLMBjm62/uzx5uPNQA60aI1E4EvTOWODtkjID7DfJjuYZ1tT3xbquv9ovgcGqFecfcNmQGWf6WUruA3d4itV1Xhb+3wjASiCOSdCwcLCbOTHl0plBucPsnR5xmVw0ReAIQ6lD6y+dE2K1nqwOo4Epk1L4n5auWksvPy48DV7Z4zNqXr2a3uqSPUtYSZY1HGfaDUwAwAm3LsLTCQiI18byBdP7IdaU4CDscFQt4FyFqRgNtu+HPCtU98/aijwXWBx2ORjexFbuwe+5toqX645to7fM6vfXgjqM0vVEYnf+56FQAM4+oh7p+2sC4S4Pygdob/DzLO6HLjoMpTbWU7D/N50PMyeWlYVpXuuDNd+CGagA+/Ta6FE3j8FaBCYvTkl0SUDmvNnnQI6Bb9+/4NvvvgHS6NnWD4LFmfBi2L3Re0+WB8JXJNXNk5mxkm08mYg2jfIogrDL/2Zio8YIRV4howdKVahJBEoUemW1De3ouEsu24ZAPoHhY3a86YwqmqGqG2wOyicBJgdtDbN3RKk4jsSbbfh0J1PRGtm+1QxMqlrz25K78+zOUuEpEBIPmdsEARDdZmKDAPqgdZaBUp/FxEIVkKLPcN3LRv8TwfH6gXwm6mKFJYgtWEHkWL8UQ6bkVb0nigsX4BlH0JLPoi0MxGXHYZCkkDyZtz70HJHhOTR7ZTCmO0xAKWF4yvntl9X+X24sqweZoAEpOwu9hFOndKkV+36BNyYd1IiHjtaIOq4N5drOLad0L05a38yTIre+irGRGyMwnR9+FZNEYO3pNTIFuPDCAhA9eiFui/Xx6dbRfOJpa2itnmDJbo6Kgh6pKK4hdJtI3oPqRBSuyoQ2V4Fbv9sdNh2maL1i1OKupIZlakX3YYhyS86cqYoHlsYykTNxIFArX0fTTQsjiOEClpY5YQqYSRmmJRQ5C0qaDDrc8rEpOFNqkEAWuJNyOUHDnWYymMrkRtUeWrWpBw4J+Hlg6YTRQwUv52vkw1vFeCANfZuTxDBX7KIlcvDxywhpWznwhIboI9iEttrQLhtmGu4gktz2K95dL7jsDUfveEXo4VpDuIlO73R0Xqal88C9T9yk5UwBEVWJBZEBn0zEAQzd+f6L22nEVGRgVwUUQtfEjEwIN8NenUkGAtmWgRh1vDwYYQ9WSkouwEYgWdSMkc278/5yfdYmMEGjDy+D9K8RQQQ5V7yanXTmhCGM2tCSiTmPR8IOHsh0q2QLobgKPE72zYqx60FmQO8D7sDuiWt1vL9uePd0pV8GgNFJ5+uZOHrgrdNH4VId18uOl6cLrpcdrdCQ+h4yOURiq2L5RCh2lfeJGQGpJQuYGRhHlwFoweZF1GB76PrFWXVASHmeW4Nf85elsSHwpTJXEk0pwLajZOLS6D/h2856Fg+/BxLvyv9P/XcBA14LesTDgC7YgCIfCWazT4SYFlURtquuTYEbE5CfjtpFXdeGAUTB6AQ4Pr8daN5x3bdzaCxuMN3zIxI9Bu593Qt6tsVc4gYkTnDEAPoCiGlgwa1NOGUT5s5zUoU28hFlSHaFwGmcx4dqfiBywmZBPwayJiAm1pKDwpYUBTJ5hORKdprGAXlupuw8Y/Ssz4R/LbsBCATL/DkwmNJjkmkqWYgAAQeBCZC1EGIP6Z/zxYmNUgrItpkaFoDwBzC3jcGGuNKnBB2IwWYWc1K2Yc6YX9XsbqzjrTW0pwtmOqU/taJdrnh5esLluuO4HzQVNTIpZ0h+YATitkI9vBswR0c/Ou7HQC1N/Rx9XtrW2LjP0LDjGG6YkNFiqzDVnFK5NFqLi/WHvm/cTM7OT4n7sgeDM1ZCmEleGZRKxSArDxpU4XwmXQCGrcVMdcRgH7AMzzPoNTQltwRW7feHBt8pWyqtAUmz+D7odbbsF2CG1niuZeEZY5rmVqz2mBM9AsfRcchweS+Gy1bw8nLBy/MTa38C47AzIeXoE7ejY/ZBn7LrBS/vnnC5XlArJRzHKe8EtkZAKoJ1YwGtMA7Gy4gWEZi3O+73A1ASSQWb/SV3PfMLwPc4wMXAHPP/X2X1/xRfE1pQmIYdSGKY4LnvDisbGV0xtOQakr0VDfnq10z1UP+MvbDO7R7yeBJLKOY5vEsbD/N6khiIEazFiYDWBML5d604PELMd4OmJD33LJ3NktIWvZblIxyqDwHe9+zPNfRNsZTNz36HTyuAsuQS0DIgoAQI1U4yYtxlNh5Am6HtPpdwCHnB2PKU4Tl29oJYNZNVI0BJTSYXbF0b3pfmuO4bWnVYaaCRJ846s85m0xkW8jypRUyXBeSvOm4PH5niYqVgfUue9wuHWvbrmxJ+Fhub35CYklQuFmmAYC19s5qwfS44sjja5cLF2u2GW+8nswFJBnGxCuSkOWoGohZ8++N3ePnmPUbvuL2+IkaXjBOyn2DdJsgBHCOwleXVol5dCxNKh4E+kqztTC7QtTAxL2TFzIl5HEg4PbuQWihCV6qiVJpyjzvDM/pMbM0fTH8rqLKagHE2mJKuRQLeGGVvILgSSU+sy9hxfbvj9Yx5nyhtYy/ilMGPCORB3yICi6uvVfHTuWDgfI2kjUefU0wScEGriYUG6mJ7g2CJFUODJM26xyKZJloqgz0i1lknUkYA0GfAMz7O88tBryRHItKxLG9PdspcssAUA/QhF5tDfncYsKyrkTutKMieV/8PO8MmeBgsY9t/++sXgyh6lDiM6NAyUb3M+ALatpEqrUGRLyXVMBeseDqCH2zcYOsQndryxVcbgIeelVvIcxGm59pPGl1oS8/mWVuxIDslhWR7rdicbtQzDfcZ+HI/cEFS4iPZENyxWaIEUcQ5Az0TYzFBbHmbCAXTDejSzqzNNZksi6QloGcVneRFL8Y0hhEyiSuSGbhAI/GmzQOWg6kI0natM8Z064f+V9UwvYbxOKH1PIuPqZFm4yw0cW1fFiIruruskzElOXEzMV2EwNtqTHmnuK7toiZy42PSxqkgRMLXLiEBj4baJu6jM/nHC6LP07PEpYvboxK1TlBDnxzAayvoVvTfK95dr/j25Yrr0wU9E/fBwm1GY6x0SjzCHK1SSobiyDkxB120SwK7O6pTi72kQkVa3BFyI9fGOFO0aTWnWECWro8l6XlMfpInj54uGtVyu12Mh0efU5fNMAYb0lDDuvR+DkOTnn/q3PPF5oGfB9rJeE1+9jRYTT5Q4UrzLGjFSXHUVqcVw+iJudBgmHxfXEae1M0noDQeNd/9jtvrG37++Amf3g7dU46ehlsaWvB1FyS6UVvdZ6CPyVhE52GzXXYOTDMwrJzU8jHoneEyt00ZfoUKaanaSkGbrTloOjqZKMXEpYoSE8BKiBFin0Ea5FzbqF9WTP+9fp3POILsrHgMVGtTUC8XlP2Ckz1CJIVsEyVfLcDBI2FqLkKD3YyExYS7IwR8Lc8UYD1K6xQCVvpDyAdhqvajqPabzIp548FLJdAIPnPHCLy+HdgT2Lb1uwyoBTUSJQ2jT8xBGdssbBrc/Dy/6KfAQf/U3+psLG6SG0n+YKbkhzyBFnpBGObQlqnQ6wPOf0aZTyJsPGjkxZG5Mr5wNsSRfE1sCgSirGYekvUYvSOwPl+z82wwsVzoqaJzoTgPrAjEfNS10xBVXzG+qv0LwLK1vXKUwiGEz+KKtBU1JmlyW2vHcRyYRjZJHOMciN1p0L411v6RZOZl8qxt+4ZRKkZQ0vP08oz337zg8u6JlOcFAuh8S3fEcbD2SyJopSBHp4xgDBTQS6f6Mspl2o9HoGMQrFW9mpOvhUsIe/jfYA1tBMgpVVrXBIvRj9ZW1DuvXbVE7+vvAeM40O9dHqfUe/OjNZn2s/bDIZYiP/PF3lwmf5m8NylBghoIbULFFG7yH7IMtOIEE1KyFgPMK9IKSdAzadZrTO6zpMdCP264ffmCDz/9jC9vd4TO85GGu2p/FvYDwww9GXs6+gRGUJazb9ivF7J2ZmAan5sZkyEGMeFtI0A0Hz2gGb0x1v2GiP8Pe3/XJMmRJItiauYfkVnVDWBm9pxzKST//z8jL+/umRkA3VWZ4e5mfFD1yJ6XuzgipAhlwRSZ3RmguyozMsLcTE0/eJ4vphrFmLA2Yc00nLPX2qlvuUHz2J5Lf/JXJuYc7CuwAVKxOYpzy6y0K1fsbC2NXonIi+FjYqzGUt8vmDWSy0r+YMXQj8GqthLpoRmvUDJW5RnFFaPqcCUDL4CSg15r2NYBki6angH9HgcQVvBUBDBrVdWyLjBDJur4YcG4Z5m9+JRPF37o6RMcAiGJUuaAZ9Wwb4rkZV3fDJiViZiTPVepr8Jgr5QawLi02ucMtGgw9ttDS6hSHe+l4GiF3hjO1J1xsYnk3xW7RucVgT5joRo9kVZSMhIWV7AAASINpr6fH0f6S9qfqd5XZ+NVw00MYkl0dgJRNQ7l60KrNigrK4MMlFbJQDtPjHMyIdIrz7rasFONKMdOHEfHX/72C463N/zz3/8Dv/36O76fk+xQzUWZieep9CiDhm/+/QAtFWLPT6A05zmnJGaG7gTzWbsmgb9MHJk0lN/blw2GQ3Pd9QulVvBAlgmUhnQnuOyGIbYTAhjgbLvWUmIlU3YidwrsQR/IUlGfD3zOhTMAW4smvCmJFpt0LcJ2P6/eR33uBuiW2B3Ai8RQzCnBKy6m0J4f85qJuRT/ATjTEp+gabxSjiJfQSq+nx2dl5Fc5JiUFZFX/7f7DhPIuJmXPJw4g7GO2PVnXel0MC0DITBFEj81Uhgp4Mz2M/b/YRAFSRfkKaf9S6aQYORpJT3KtTFKHUCU68jQTHQxUsFMtGV9f5BmS8N7adcVAMUheTXopt8bEMDxw3C5gZuJrYLkA2JCicN4aSry0htn0ODPa/Jh94IVbMoZ/eQomUR/eUdcurRQo1sMaJnX8Gm5B90X1dRh6AVA7i03h2vCCYzhzNiGgj8ivdqIJkT5Dg7DS220vQaUEMCStv0ceCPvpqk45CmxeYd5+Zq4hsiiooJwWHUMFHqZ5HZO3tdh1wO7EPMLfkw+EK6h3DJAB25QgqGNImmaJ0pNRBKg2HRlN11LNXCbVp2e+Hie+H5O0fPoN4JFUOrt6Pjy/g4/DjxBmn7I8NYMyHgh+/ACqzTBbMUx18AQRbxXZrwXSXmqvkO442gcAM9BttJYgSKdIIvBRtOBpgO0KPpy6b6Zoc1BBlpp/PvaVhpMjBzHeZ50E1/Uf3LbqdjVwhjm4pQJ0YCZUrl0bmPmVAShgMcKurAv46DHrYJdMp1NrXTb4K0JYCTlfDO33CB2jBgvhZ8+18R4nvj99+/4x6/f8HEu1KOjGZkkcyUeK0EPdcbazUVJWrt8VQzHceDeaZRLajmftRdoJUAJW5P8emZifwmRiDHw/fOBjwe9E2p1gjXm6Mbq4uXl4u8r4PLGYXrbjza+f8ZXsCaOgZjzagS2RLDJLLbIw2THh5tqvxVGqKd0zqF6kUu1EUqt0kaDbK4EnBuXLX9B/uDvkdwSU462v3c2Z3S6Zw2uMDVhoUQbeS+IGMJUCadfi0xnVwSBjcKtTAk9CHo3YaBu/qT5rWcy2aQED+ENqrgOcgHKpHPLgPCHGhSA4joLIquaUzYKlqnangKNxDZU47MXEwYo1QQ8L0z1OGyrbl5m4GKLxHqZErqaPnpnJBCOXglKr0XfjyuicPe7uz6Av+sl8QGbp12jnGBNbOTAmHxnT+Nmt4IJaJEiWPDMB0yDiiR78uP4fDzwKekXfaoKbHHQub/d8OXnr/D7HSeMcZJzXEuFvA5UDizWuPip1bHOwDwnUqD89pgqpYpRyNrfJSs558BzsPbXUlT0VUdsL5dMLCb+LOrpE1PxmMhArZ0+c9eh6tfvHc/H9Rk2aOm1kmWxWcAO1KraLyAHpcImZZghAM1KYRSps/ZfsiMAJmlsrMC0ufEVJhQlAXOXpxCvBchIUO2Hk5mcY2B+PvDtH7/i13/8is9zodxvqOa4JxdDz0mGlesepDyQHkQFHCKO24HjfqC4EzSZ3Nrw8wiE0sImJb/iNWejvRI0GR8nPj4+8fk4dX9DwA/p2jzTy9WDeiz4UvMfqdr1530VkF1LOV9wMJ9T4YaLgHVj3LXNgNWCNXStE7DK54KALb+fgCGT13gJgLUEN0xrQRMoUHifTXBrzsFZPn9eyM5VP49YMONSpYDM5OImCQA/C5X9HOjZM/yQGuQcDGcCY3IZ48DFTIgM3gvGvtgd9LIw1fO9vHEmd24ggIDMYEz89l7ZjOpIMg0FyPsqyJpiXWneCTKizBJh9MRA8r6fKzCxJdeBbkZQuBRYbTTDLoYeSVbwXIAlmvprk2SyVEdNye7Ub3s1qaJ57QmAi8diXNReLN2cAArS8vKQmxtUYeziXjmQmTcXltHXsJhR4iV2H829CarFogy1VoIocxDMayALvBXHrbEHPp+BjyDI8f71Z/zy17+h1oLff/sd//Pv/8Tj+aRNAwicmxYqfbPPDZwY17r6RmhBXnXfVoGEKyYe5ylgI+iXBYU4HALk9+yCRDUl2OjcdK+oPnU2On1+POih0yuloXPhuVN2XF444ML44yS4hATl562gNqDvoJbPT3w8T5xILNCGI1MMSZMHyF5yQGbJtuOlk9IlKTgksBeYEewdwrZ9jBQUYhWJMcXubrNwXwmXnKporcADJHSduIwNRYm7p/A5vkf2O8IQroUwn93Y96upphjBPSv8uZnx+t/G4AJoKW5ii0UQyCQoo0UI7DoT/rPXHz4hIje1baNVRP62E+/VNOZGT7XhklmTF6FPwIuBAsgpXlVO28NtFOYbtdMXsE2KLjNZyQbWnGraX/F4FksGdaQvxyLKuPQFmOG6kTK5nSmloDbKMFbShEayPaHRdr13CAtfsfA5Jh5j4nOw8BUDmuOKYiovhALbnMqCzaJnIpwF61wBsyVPDVwayRD7h+8hmTCylLMNPoApAMM0sDu2Jm3ryPLVYAlMCEmFNuLuEYhrk5xiNTlvalHFOcT/MLDYCyTioGOXTGZvJYfuhR+ZKW7aXkFSu8l4sloYn3UdbFWoZ0LXm+g36fCKWlXHV83ReoW1hqgN4QWIhXlyc/VjTKgbkIrYbb2hHTRz/DxZIKuBCQLO5BjX9sAVwTYEgjwmgRBHvuKsNfSZ7uczaGRVzTHBh5qpPuBWFttA1i+tfu5trzGZYo4hGmHB0SoZMe6Q8o/u05phShK+cXdtSOO6z2FbH87nzcvW7XLLU4Tszu0PEYo5NcruaqnS4qshcHpjuNNgOufCt+cD337/Hf/87Td8nhNfv7zj376+4f1Ol/WjFnQHmWI8VfB2a+ieiFXxVPxcVaLDYy55GjApKzRMV3d4LrHWtOEvIseL8j7HiefnA5+Pk894rSjVcdSCWk2HR2hpoKbFTU7gATg3tH/m1xTbYtfNNAKIW6NrZYMBJtYPBxCHar9pkI8gMKKBdoNhRH/9akS31MfEjIgkhRwCQFh7J01Cx2BNdOluI4CgZKQUxWtmXpvKTEhK+DIMX2Ni1Yl6FHijpGe4YZ3JZgK4/Kx2xHGCm7un6sVO4ymWaPvPp6LMq+jwW8qUlNCE5BDphjESNibMq4ARQxTX9WSzveu5lUUmT6bqs1J0zK4zaktuEikfJJ2pe5MphgLZn5LiuOSwe4PoBVYCFv4Ckfij+D3Y3kxy4EEIBF7StBdcbBrTuZFplwea6f6ZPAAQYxIUCdY5b0XVLXW9ea3WDKykdMA7r0lxRz06rB+IdiBLJcB7nhoA6WODNTBNjefRUI+Oej8AJD5Pmq0WtyumuZmp9i94TEm5yE56jsktJPKSOidwnbEryFQJGKI6fArIS/Y8ueYL+HK/7pkQswW6lvPxJCW6VfTe4UeT35Y2yGlqGIFieWnImUKoeigwLvazaMbmP3gm7GVBBL0oHmMxuUNyNLIwG1MZS70WEk0gaW2OHCcenx/49uuv+PWfv+LxHPjy01f89ZcveHt7Q70d6JUxqylZkZWK+5ujOZBj4jwHve+OAwkj+3JOSYviqv1F29CMayePbRSeaprnHHh+fOLz8cQcE6U3eKvovV0+CxGJnSKFIDPWYunZYhLUn/olABYwpBVFCS/YD9GvMQbvJReG6mR1cShJwBwLYmhvYB00oJxg39mOzsXiXOqJAs+VaCVQvKIcDSjlOmOQk0B7qmfy12BIs1pKDqoZsui8QopBuZM5acy8vQYBcDGA14C5o5SL2KqUaapnQCp1Rr1v5KvHrQXnGFiDvYU1u3yptnw9gikpEPDnuT0n+T5drPAd8nAlpgXlq2PRON0ycGuVXnalYBsqm8D1BeCJwEMH4ESgYWFLDxmekYBN2NJsVEBmUabkIWR8mQFWXNePYHAmUHzB4Dh1HnDpuxkBPCcISoEs86Df4DIayhPkTwUdm6SHC0VG8KG5rUBprU1BD76Nrgn2m1f89MvP+PkvvyAi8D//4+/4+9//jt8eT4wZuB0Nv/SCozXkSqbwueE5TjzGwkx6nkDpORGL0lY3mAUWEh/niX9+nAgAt2q4ZYN3Ssnq9oEKzjEVdsmXYXgtRRxIMIku9dl2okwamO65577k3NfMELHo25lLjKGEnyfebp3nqjvuN4JEzzG4lDDXGahzKmnJ8Uqa3awTMl/gAkAdiGJkZIM2CyZwnbJrzgUZBOIMIONvpWZdI7u4Vs5d+UO/pzpuYsqG+gK3QOgcgvxuzFlnzPj+t7cLzzR5iOVrJk0v1yycKkoRlMWWtnvCoJVz/CBTRBIU5g7pqgH/2et/AURJrJw0lgE/2NJwm0EdOWbAfKoEaeiOizV5sRzI9sprmLvevDmqFTnhE2wjJVUfSIPnAr0dloa9TY0rhYfoXGooCpv4Fbxh95JsD/9bMY5MDCRdxdW4b8r2Rr5N8gXbN4eKZQQL9QOJ8+Sge67AR0iKEqSGHVVbnC0LMW5emlecIBr2XI7nYkzZYYzuZOOjIQKgblnbwcvdH4ZiVcwBav321iriBRpsSuUSeEJ67KbBGmzF5UbPa+VE+veWDZsqTG3mLv75A2rorsjCCzjhdzcjCJC5vtOiNIJKU9o0oC0az956p+mg71QIvt8ZC/OkVq75izJde6OZGIBSGmqlz40bGQdjTowlg0DjoeSFvgq1qZFuFWOIhRIB+JZI2cWuHHNQtwqThGByczkXvL7SiFjMFNum6+wZKKBp8k4ACeA6cPx6Nlwa9K3n2/IYNiWlFLTeULUhS6iQgowwA8Gx8G0eRgR3Lh4Aewg2479PAW7lkvBwOPx8DjF4SDM9eqOkqTJGmSZ/kLbVkbViAXicT/zzt2/4j3/8ju/Pia/vd/yPv/yE2/3Ov7tjb72gmONeTHG3Jur7RAWNnlutStSgr8qYk59VyH4AWKvAwaHEDALJeAOvWIgx2cxE6rsxFuVSMBOX3wlFPWIphFPLb/St2fG6f9YXXekn41WBCxCmNp2eGCMCdo5XnU7o8AIBBA11fCxexnx7oDRsLwkNN5mXMeF1iGjjt6Y8Rc6BbQBXpfOdil4i1VesvMFzC8na/2J7QYBxAGMAhXpkemekKJ8EfSE2Ev1NeJe1CG6ZcinlJHFG4lMGq1gLBUwO6p3PzQaVSiUgeSq14EzDORbgC9139DbPulza9IHsk7WWBj2wNu8m3uzyW9qmaf9S+7EXbPEa1tUYr8ntE4BrsN5sDdI18zJRVWHSJiqvs90r//mUDHEz2dZU0puWLDy1SMWG3leZAzc39PuNKQe1XH409DtawPOEgWy1/QvKcQC79teG0g9eZ3OMNTHHwJyLoFJwGUAWR0E9DtT7DbU3zOfAHJMDXPlBDgU2f5SQvABE1v5TNHyCVlsOWxX3ue83i0DJEDgiUFDP0b/WfpMnXF4gxZr6PUj0eke90ccHCaUt8X6tqlERfDbIokkw0YRxngQvFxjvqsPY6d+yGbQrAp+PkwyvtVAqGYG1aeGghBwILE2jLHIl8Hw88ds/f8Pf/+Mf+HgOvP/0jv/23/+K2+2G2jpK7zSRrgXVHDeBMyZg7zLgR6LVSqbZ88n6f07S0J3DEyPFE4al2q+bDTIZXAvrHBiPBweIwoWB16L3m2r2lcyWm8VsGJIoHQLS/syv4mJvVdZkXlwjoLESjgFvjXVVwwgZHgazQma0GALnKXPpJrN3L+y5xYoupWLVQM4EssCxrueg7FqSlONCsuzLwwK4wEFEKlWFcwmBc7FpDZLfsY/bfb6mWr3EltHPQgbcA9ukU9tk/SnX4tRgmqasEARwOBYG/6zMsdmXknlLMCe1TOMCM9ZAFhpYr+B7cy2I1hiYs2AEjWMZsWu4tYLWCrz0q/8uu2dd8kBKw72SWTAicM6kebJVzLk/thHCyIQvDbTySslcsmJ69d5bysr67PC6DT6FvOmeoNRD7EovaGCSJ5ceBMxmTPrvgKl6Yy6cY+BLJ7Njmz139fqphUEisJbhMRbOOXH0jr/+t7/g/aeveD4H/uM//o7/+O075jhx7w1vTZH1YMJekfRyDN5AYwzMdmKnxABijY8T55z49jzx7//8Df/4fCK94sv9hq9vBV9L4k3yxzkm4LSOOGqVPN7EnjB5FxLoI9hENh5BaYfb/s6XFk+sVTOYAhqTDMBRK7wAPTsBZhA02D6I5lzgGgAI1MkgWz8FgPF54X3hVpC5aOgqeZJufyS0tO5kcBjiSo0qACwm54Dc0i8BLbaxADG6IjHVDxIoJNjnmpEgFssGI6H3DgO8NTCAOGBrUWLNNRHZn5L3bHAHZmLK8DPYfp6NBv4hsDJfgj5eN0spaP5YjfzDIMpQzGAtBaVURAITfLDCdioAAZTL+0S0pqXopK1nvLRy2m4uATGVzNwLpEgkLEjVXyswFB+1i10EwQV+WH5Z/LlLN+KLQsVzYBuIlRcIooEWkCHa44FayiUr2A7Ve/OujpF/QVCvLz0sahJnUGpzRuBzLXyMhY9z4Ogdb23hrXMYDXCICxiOqnhgcYhWJM4FjFjIySgqaihF7YtL2UbGTrwQi+1/cRF8sHXzL51dApc8gtp+YFnwRtbNVqR5NcRFpd5medugC7Y1aZsWroYoKK+YAZiTBZQrsKNjE0TVa3W6dGcCR4cnDam4Gej6HoE1JuzMV6OqgxulorSONNKle+9oxw21d9RSMM4Tnomj7NSbBWuF0pfW0Y+OozNyc84AliQmismy5KCxxtaRFw1rikTMxSZ6+9QIeYZJQwgeZAuGZQtNNEJEKCbbOQzo718IahK4Q4qFEtL0ucO9vhoPaBvoLpfrVwGbEEPGSSF1/ewlIxo2Ekx6opSnIHLrU6lZneB/d3PGw9aG1jpaLUwXioDVSsBjnPj+7QP/+PUbvj8HjlvH3/76C96/fmViFzjs1Vq4Tag0sK0Cn0jtpSJ1G96uEXg+Tnw+H6R0O00ZXcO2ranPoQZJ9NhSmH40xonMxL0XuDdAIGBrdC+nPwO3TTspzMSqcDVHf/aI4zUHDGcpNjEAAQAASURBVEoqU8RxzMkGC5RhjXMAvhjz6wIezBFzcKsiX5Rdj/Py+2Fd2LKHnZZmP7AOYiemqSEGdEDPwS2kNSADkdLna6jfG7Rt9OzARhABkOEnCgep0Z8PlFHQ1IhWAYumWOZX7TdsMXWplQBjIRvkmBOxyL57zCRD8TnQR8fbsXA7OIwSACSw32tBd7/oo2sGTigWcghUNBMlFWQwJK6zFpF8O2KRwV7niAFKHIC09fG6/trmXE2WasyWYZqaDKusAUUpMHGBLHYBMmS1bZnQkj6dv3+pEXUl68WSl0ctrEW9weIGz4Xe+zUQu0DRdZ6I51MAlKMeB99zrSi9k91UK9rthvZ2R1V87nhyIOi1XrW/1IpiidJvlIwcBwDKlCHz3Qi85IAaxtc5gNqkVw+CTmupdrkksQJo96Il6T21QAbIBjoQoSVKuWq6Su51bxsMWPQBiFg6d5huCG01C4BWxXrcQAISOzHHc7Mj2Zib4zprU32UF8p8rFZELKzngCW19DPJQnIv6Dtevh+orSIHzb29NhklPvHx2zf88++/4vvjRH+74a///d/w/tNPaP3gtVHNr05vsS4vGHfDGgtZlja3BFzXOfD8eODx+WCKkL+YpjkBuEBUPZfbA6YUR54L8/EJzMC9FnipyFIpP2xk8mBNAVtKkKw7RtyuBU75kwPoHPQKB4tiiMm+cksu6COSHLoEclVPlBxIOEbSYH4MgmDsyVk7KMmF5A7sL1txnNOQKaNa5FUrDLznaZ6vZ0T/m74e6oM3wy9fUiIDtEEXkA6m8+wqyXvnJS+9mmSQbQJTz4tAWGKuCdiOMXYZlmq7n3wbMxYuvZDpf6/dH2oOStZqL5z00pzLIrGhjlqRAJ5z0DcuJ2Ymeqm4SVqH4ux/BaDPoGRuaQguxvOjlC52EDDnhCPQhU5FBNMld1+f/BBqSV/gu8Cm4knmrm+GJ6X57oU9sGYKWMCMs4oOHHl2LQHBBC3PFNt9nZiTk3txx9EqWm2ITBqIl8I6Fcm49+T/Dn1frR/46ZefcXu743/+H/8Tj99+xd0S5ai4VUPvhb5WEZIUNQBcxq8xAZt4fBqebgQrYnE5OBd+/f6Jbw9K62+t4UtveL91HI2MmEcm093ScC+O+62jt828lT8hmQEwK1iTjNKjc5aZcxIvCM4VFokxB+/LYJzzYwyZ2gMtwb5hPOnZadjwCbw1tEzEHMiCH8AFgge5NPc6CQiZXFAy9LXIsFWhKcV0jzJEAlowAMaZffdF9vLO2huUvdwtZrKiwMWO5FnF+83ApMO9vDcQXM3tzVMEgDjJDCgOzEUGvpYC23vMS8Wl4dNyv2g250hFpcq/hHDgxfjiJ8trcfafvf644FMPlBeyI/K6biY3XcaRWqbSDgoRHnG4QkVtf7aZ8dK+qQHZZptY2ymbF2gtopJsiK+e7TK+gUlfDvvx7XJzKvQUhWY/21dkM0pSQM6VxDFJ0Q7QM6V3yiaq0ySWdDnTZVbTkslEIGNDUJ1pAjUTR6mITlrWYyZ+ew58jknjJxVm3hOOVvQImBF8ikSZgafRwMgiYStpXCUWiMFEkRcqji23gZqDAt80S9h1MFypP7yvSN/bNxqSHjL6flstOpiADc/x90jaFXogczfyNF+iBpV6501TZO9GClgaY2RNwwirajAFx13bPR5K0x6INTGDTWtpjVe/NpnCFrTacb/fcdxvaLWJXs9mdevN6YcChAWb4taBUsneGKRmm+YlN8YjYi5EnGxWaxAMjEBRAaiNNFPoELvkCpmoSf8dRCCXM8lB3/HWqrtkaJlbYyqKvQxVP8+JlWAzgVdSyFw0O67O7mA30msRvb6YMYXAkycptTMCj+fEcwZ6K2hOUMPNYIspRaUR3DIQVKHu3cUm4XMw1sJMNjYJUnHXGLAY+Pp24Je//IxffvqK2+2OsingAEyRt14KlnEwcHOkn6CUA9JKyi9lTpzPgXMyDjOSUcm9OMYSs8h5zyGohx9TIN4kI6zXTgDLDFbFqjHDWoaZpIuvAeAgsNOkaU2AG8s/8yv5RXj3y/doN8wBYAx+b5aii5ZKtiGSJmQebHZUW1bQ34N4d161YQWQU+ZjbohwzHViPs+XxxbAv6fzCNtszzaIyCF0jQkvfI/F1QSLncF7kBpaPnNMIFlz4nkS2CkA2tEp8XQ2+ZdBIq4Cq+2SC1MR+28t1AQOL4iDz8hjLvz+GPicC70NGo4rUaIWR+li96nBjmBS1RMyeVsBczI9kQJsE2wSnEwZVz3Brv14fV+5v0fw+rxAFja12wvJwMF6gyS10pcpMy8jRdblfWtQiprJrVKkvj/o+xdddj9LMEaGZyS6THDRKiw6AeneWItq5RmUwPw05BqY02CSHFJHSHYDSkXrB25f3nG8vaH1fmmxa60/1H5+jnCDtQbrHaj0Z4nngCPRiMpd3/MYEysfBKlXovQKXy+2onm9FtiMbOUebgbB7ZJsilPswB8HfjNooNjfyTbYhGr/wufzxLw22AIaXXR317kclNYhmTxoC/CyZTiK2HZulOdaeD4HnmOhHZV+L/rZFsBRHSUb2TtQmluCrJnWURpr/2bmcOPN9Kd1PuHzxNf3O37673/Dzz//jNv97YpFNkBLD4In4S4w3MliNqf8QwP10mBxPp4Y44Q3Gn82GPqtXObLvhmGKU8XGHKRHZZm6L2jSuNvpaJdzEcgFo2EVyaaF/QuLw1t0efaK7Y/5ysjkYWLN4ulNKQFtwYgkLngteNCHtUPrgt0gNhYDCUmC1VLJ+PGuTZ6KaY7mhGAH2siH4p3dceQ4TClMxBYiRcoD1yQSKzgoim3v0qqJr5mDLLc9hmf2LGtABDJ57BsyadkHHtJtjfsmYqDFQCztIwpQRZddSaIAYacAVSnEfoa2Nsydy6h91my5O2S8vh5DBoijxU0eHbHvRYcqpNQPSiSWqxkRPHQRq4VJhHW8pJTxuIyKmD4fk4sMxT17BQJkF28h3UX88DKi7Fsm11gLwY0l068jmRIk1sGiD2JRKJQQbDIbHjMhccgIO0yNz8qUMC55dYKQwL23AjDczJ+vVSgYfDcTzJaytHw9S9/RWsNj+/fMD++o4EmwWc0MtOyYEZg2DbQDYwxcJ4TicC9P1DdcM7A51g4w3DOJ5CJZsBf3xr+7esb3vqNZ42YMnMlvj2eyEzcWuOyT4A3j8CQBYaAQDjmGPRedEfGxPN54lOs67EoFV7pOINeLLEZtSD4+HVMFBie50ItTtafMcWG98TAGIFaecbPOcU+5/3venNk30quA4J6JI+SfxXu9EZzv84pg0gilkxk3eQI54PJXq28bDz0xn37cXq5GGwpBiGSYGAWv3yuHJTUZjhmTGw/m1IcmFMmtTvd0F4MXN/yPrvqEHfCS6oFzU6x3xeuvoFEjj/W9/9xOY/o8CucUofkQ8pfyIK29V5bK09Halzb3DQxEnJrj1Iblf2my3WjpbSGNLmcdMw3XL8r3VACMPkzpEnGspJO3Lm3bAsu7SbpeQHUCqjghGkABXVnvPwvHfozWLzMaULUvKDvJBXdrNudv+7mM2iOw2jEvEym7mPic0x8Pwd+/TzRDDiKo8kZf2EXJW7nK5JpKbXgOaYiXAHzfJm/IhGTNwWu2GO/kKYE3//1PeK1fdzvN/fhk3lJSjYeRR2cHoEUWCJAGtsUUVvD/TtXkslxATTaLEVWXB6Neh/PGWgyEAt3PAe3mF4ratPgGxOrnDTbW3xPtXC7N62wiW4Vt9sN97cDb2931NYY/WY0lgQ0XIFAStFW04zMqsRAiumURmYIgQfSsVcMJIAKgTe6/02bswLKPrZc6zLfdJpsIZWuBKZPbLpgZlyIr6khBV5gzJBvRBFdfKdNHGqQ2XTktXXAHljUKXiKKqYm1iVDep4nRiRKa7jXehkjhr4HqxWIwc+C1DNcrihw13veQwfjJRMAJUc/ff2Cf/vlZxxiBRUBGIn9XkxUTw2fgiSDjzBvP6NRG9OH+LnGnLrn2MC0Ui6n8sckKyJ1KPRa8Nb4TFDHT1+EWkn3XxE4x8TjpFSqNia43PuB4mDyxjan+hO/VtDwc5qhLNIpN+XStSmzyGv7zvYgJWuzy7gsdm1fP9T+XTuM283MUGwrwbKpxBTfQKtAAi+ApZ6z8jIG28g64yUFoGujkCvkT7I3a2x6YaQuk/mY0kNTmiPxKlqlQXaXJGcnEKzBz2IyxmUSEBkJtXc998BtDHyeEx/nid8/nnL4J0U5ayGV2U0GtzQyL5Umzuc5sGTiaU76bNHIEHNgGuVvVoErVhRAOs/R3bBv+RSwI+r5GVILjKo6bbaHEjVVxr/H2k+QmdRdPrv+SjJFTsog2bSIAdReMjvzzRCiKXeVXC5axTgDawFvvaIeN9RaYGsgnoyILmXQk0ON2PQK1MYkl7c33L684e3LO0rvmJOSqtK2TwtZU4y1ladTaQRr5kRuVgJk6L3v5cUUMJihgr1F5LW9gVXn56wbHKgXuxBOTzVbgZUnAg211hdVPDiYVA3t0DVyDY4xJna6ideClYkRwYQGMTjMyPRZWzMNsk3dKjeaAOCb3TURY+D5eGAEUA6ySkqtuxumj1jV81wdddnLWF0sVNPwV6UZoEEmGTBeC7789Wf89W9/RT9uaGIFme6XDXgGxK6CXX1DQLVf/9nJc8XI7BrnYOXRn621Srqzma/QAsLQe8P9aPzctVy1qjb+s5gL43nieZ48Xw/HURzH7SALZ3DLefn1/WlfMlVNR1hFziVPglPPfiNQWgrTDiMwJ6UVK40y0JQfXTkIPKoWrb0NzQCswINGmMUTK8S6LTt1Uv2N+CMR6xoEc4PE2jLTnJSS7cxALcxaCTG0OB265oQXczdS/d8GNBC4GPFJk3KdGJRAi/1XxXKOGJI+hDziGLeeGQrN4AAXe3B1edWpc3JufjGDDLYBw5kOj8S9Gr4cDfcmXyIZagM895YYb6eehVYMt1Jwa6wdW9bEDs00WIqZLslPKB3u6v8z6bcUeX3endASYja7VyybArJcHpJbguXXslDOTAIFCFSNSJxjwWOh14beurwsQc8iGFnPpQIWl9fImHpmjSzvMwK/P55Y88T/9etP+OkvPwMAfv3nP/Hv//wN//F44DmBmU/AGhmUyWVOKZqzANR5YqzEb5+nLAwIHPZS8FNz3Nzw5d7w9f0d9/ubFhZM1DQ3BBZar6hGmSL0+a++d7P0VwJazI8VMtae+Hw88M9vH/jtnPgYC2cmck60WvClFfylVbSbkSSVkHdI4vvjE4BTDdEaWj8IfFWgrYbI5wWOcIEhcKRuDzWCgAEapFuagk34PXqpiLXgILt7g5Wuc5jgONk2BrAgG3ug0MLGBXLvv5vGP7eXPkXPi3sBcjGdTmdxE1C4l/DVDbU01vBkH7HEXPLiVK9wA3yxzXwvuCKQU/Nb5JWkSwbqS3Im3+s/9PpfsB7flyiYKhOkXxXLi3q/GR4m+Qu3y2IdOC4d7VjBCw1+mKrm1FJFbn8ZBqKqzxOxiJhWJIpXmFQnu3flz6L+iQay28HY4BNa210LNt0EovHsfw4gS0GGEXkNRobtIXHMwBkTz1kYBWja0IGUYXfq/NwWG7G2s4FYk1oNtDZxtBPfHw+cU19+8KFmEytJgegjtTpq43Z8jokBXnuihy8pTsprY2W5GDNV5rRXg6YDg74cgayvXHQkLl39/s8GCgA2IQFtvDxfIIFuwK3PBogKMqEAHFAKzYAg6letbKlNwy58x8oCI9nP3Yvo2QaMZ2CMhccMPIL+ATv9qKp5fbvfcX97Q+k3QAZPiBMjE+saFvZH4zUphUkLx9EQQ1uP5Ht0gRRViTlzSUe+ApGTwxgUBw1dC9skNQOMbKoqNFRf2fWZbW+xAxgrkVv/u5+2pCFkLYb70XCeyWEwQsMmh4nQ/ZB7K2jcFBdtfKcOgqmxaM4TH5+fWHOi1opbLeiV99xY6wK/oOd4AxwBghZQoWMUIA8DxqLSBKo5r6n3jqwNWaqMuRRXjq1n5UHtCRkEyudis3MEUHmrwK0Da6IK+EwAaywsMGquODeQEcCtV9wat2CwlydQqdqSmKPUjuaUylkmPCYeMxTtJjNpk7mzVJd/5lfqu0DwmkdQK025BampCXp0uLYyO+4VkTTpUu2fk3zw1D1Ta4EdB/W3QS+CWEBOpmqNxxN5ngSkk6AfBL5x87+Ba/7Mq1GOBWAhLGFGiQ9rXLlqUmLBFggCi60S2krYCno/OH0qxpwYZ+IcE63Vqz5jBo5eOUzAYJ5wY6MLPedmhroW6nnieFZ8fnwQLM6Qyz217V4qmwAdaNUdtdMwcA3SuJfkOvvMi0htYwIlKmqlxKJqcAS4feSgmoipDqyyvtGzibWfDY2/6NwAmS5CVVj7oQNXbBQTlBw7EDAQaeoDxMwIY78PXEadloltfriH5xFs1LN1tLc3NpkfC+NceM6FB5gUd9X+1uBHx/3LO44vX1COO1Dou4SlJnQDaCa5i763Uopq/4Fwmoef+boXKDWVWfFiX4G5uLTa/1yDnanuJtQcpij0ajRCQNQ+K/WliC2bgK2r7pu+U54/htv9wHkCuWvuXEBtAgJl4K8mNbFZRdp4a9gcOQm2PE98fP/AmhOtNRzV1bdw60zTfagZcph1OJa295TjeKG5KBWUMqFfND3uAv38OJCtw1q/UoRcTNa0V0S4Lgs/1wqlkPjlhVOOCnu7AXOg/FD7Y0wsnTXFDXFS8nx7u+E4qhYIhlg6a5QmByvwfvC+OheZm2NgTgK3kXvAdNV+/Mkrvx71BO9RLZhghrSGzMBcE73Uqz/frB4kl3vJLx2ZlL9YaVzyKKVn+xPSqJX11rLCi6HUJZz3lfoieFaeB7iAgcwFX0CxApekYMW6mFqXGfrud0GZgIFyhr1cjD03gD84wN6aA0fAnLI30/DoGo5XBplZCC7UDJKHJc6l9MZkglbLkLSDLIhzTqYvzlDkNz8XJcdkHBy1ckbqFZAsWW+RbI7J+tvM8OaMg3d3ppTOJQPYF8M9JuXkxSjwXFpsW3Uy6GpRgqSS6JL2ugOJXAYDpZFYCUPjvKSnOvfA49sWnLXpjGDc/CWFT3QDbsfBmHcviM1o2D275gMTg+V8npT2Jv33zjAgJvI8cauO//Zvv+Dr1y84z4F///e/43//n7/j79+5AO2toceJu1fcuH3k0gRA5MQQE+dW2bfTrPcOywXf8v/W0XvXZ1PiFA9FpAP3vtnW5XqALrPhcLJJQQlUawVzDnx8fgAOfH4wQbIg8HMzrHR4K/jSq4xjdZ7HkhTO8KHAiRkDcMdd9ZX9P4GaD82GR3VUAVHLGPE7tXS04PKe3oEuwEPZse6ocD7b+1u2V1pOQKC7ztj8lyU8fw6fEyAk6d3PTYIgDlupRFGdMQEAOxSATBkt8vVnTcsGRyAd8Co/MkUdx2Lv6Xq+Lfes6tcSDTnJ5grdt1AtGi9c4T97/WEQZQ+IM4KxhHjRUS8PE20GLlMY+7FIrivab/tlkHKcQNKU8l8iEkEvlHNMzEE6dy0FRzTUTp+HhOOc2gxdDeOSVOUVfbypPZTMOJo7Wuc2mgf2LsxsprIUrBAaZ/p8nqiRmGEYk87hTICwK++dyz0CR4DMaSTRyTSUSof9WgtaKUwDGDx05krUyqjCfx3G2XhYAZoXJkeMiREscADgCFQ1JWGKF9PfLdiio414b2BEB1Bi/yYULzLw2ug/kX4XWgiZ/gB7Y+n7a/6Xn3+YoZnRT8T4XkoFzWR1zyxRnLePS0zASsGbOXor+HI/8PXeUMzw98cnfhuBb1HwBFMrbE2UFbgfBfd+oN1u8OOGWhnxFjCckVgwVOf1X7YuwINDHtML0vwyaCSraV970o0LDJZkAvl1BV/fkenK7Hudpq2b6cITpQggq7VcdLR9uOOi+W0qpACmUuW50KnB9U3zX0iMK26Sy4RAuKOXcnlSNKOJ2jnpoYAMjOcTH58nljkORb1NMYsc0vi6MWZN9/W26nbQ+A+peD1NEFX365nA8gqUhlh87toeqr1cG2BBKdpoJd/f4j14qxUZS+wdbobCC6xV9NyHPa/XORfOmniTLOAoRpprK9emO3btSvohbfbW0t9fklQ0PST7Z4fTnBH5Arb+rC8alZJhloplZY/kuBzbrSqRZ1cbAihZ+KzHnDRMXvRSyWCEdqJhbsBWf21/P2MMrMcTuSaqF/RbR9WhHm6ImQgb2HrrDA5GEYE5hrYML7pzLY5anJuaIvkLCAykU96DBJYb5X7yQylGoPu1ZQ1JJexKZSmimGfwGSYgYtfV8FbhlzlnxefjgfN5sklYidYI9F1eLgC294XVRCsVNQPjnHTnD8BkTIcEPbaCG5yKTd1+SaW4utJwAM4JVzR0KkVJlz/0x3faD6+iwNUNhtpOq9A5ou/NUbl1Ve3n0JwCUtXQqJHe3gCxJqxW3AsNEt/ebnh/v6G44Z8f3/FtBr6h4SyFw9s4UdfCzStu9xvq2xvK/Q21d27NDBeLqBTJChbr494M7hjKLA5E4ecqLh8xI9W4NrEl5FGAbURnF3gEaPMKnZUw/Kv5PDfVLi+5DZBFkCIP9UXXIarvqsjEu90OUrC1iDjHRNiJo9PXgxGobFJbb2I0shdhBPgUQ3FhPh54fPvEguMQDX1GovJruGp/BJjAASezyV8Do63AHBqC3F+1PygvstII1JkrqtyvqGvXz9m1/0qdk7nxrdfLkyvVnEetwHGgJVPncrPExsSsgXo0FE/UW0G/d5TegBVkb8GuwW7tPkZn6FTiD/S5EXndl2kcIhEv340/70vLm82WEuMpguzw6gXLJOHPxTNhDW59HUBMhDuAhtaKGMxKpNpA9YZfM9ES8MrFq1f1aAHV2Q28bQ+TgFkVEBxwpxGwF3opZAKxJtwbfx5STEkCCZb8/e47KU5Ac2gWMXJO/AIEDJZLADoHOU8uwKD6OLliR0vFILvDFplbBs1BWhiNmPh8TnyeA580qEAtBbfq+NIKfnm/4347MJfAB2Onb9hAUGCEItaT4RXbYD3AWW0sfl+U327BP/3GbG8jJn7wIwPnh+veJ0hLwJ9WuUjW8e1FSeNwyNsidwm7vudMRizPFcg5xeyjDKgVSrt3rfC15FUWWCYJsEBNGJfjz+digld1vDmZkLMAt9sNf/1vf8P7ly/49v07fvvnrzgs8X//eqd01GgKP8VQzxmI6vIb7GgWuBdKWN0pI6o658LYJ38EZ85DPhxmgVKponCYPLZ4vpp6Xdj+P4KOr5mLZ8Pn4xPfHwPPMXFrBe+9437rqMZFjCv5JsSKHnOITQKUmOhBEkJrHc1w2SCsDC09HWOdmF5RzMFEZoIJJpaQGWhkm4VejXhFz/P7NqBWRJxIiK0aefUI5vb6hLk/+2shm+Dz14uD8eQ0zd3Pdzr/bsrjhs8dF2MpAK+YI01SWojBjERplNpexs/uEL7HxexYMMnQAIMV2mJs1prbXubE657PzeL9z1//C0wUY/ytKGfqI3DR87VVcpRrSNpKqDNkxCYmxMr4wSwz8an8byS3GiMCI4G5SGeNyTizXmhw1mU2tLf/O65x6nAcyk0fc9GlXYXAFFnXasH96DhqFfsDqMYG24wNd7lQMjZEkUTSPIFa85IivCiHpNoeTuBkR8K6pDWklROwMSODoveG5/nEx3NeQx3M0CoumVTurnbr7nmPMPt9EuWORQSbOhv1YzYxVsXUxvgy9BVysmm0pP7qyzRFTAeLavwAhm2waW8Zy6ZebZBGD9Vm5lhvQrK3VMqu97A0JO9rvberN0U3Vif19kzDORO/LcCPG/7H14qjGNaa+Ofv3/CPb59AKei3G2o7+J6qmA/QwYoEHavjAoYAXBsVFx0zUeTTYcCyqxneppLVDDHZmHFBTcZCMVwbR/YFQmONetwMNrgszPzdvhs5mB7kzXRhQtXlHB+LzZy/+msYi5HLoCq11XOhw9cGeKPfAg8ZETnwTVFvb/cbox5LASCPBTd40jU8zVEq0HVvuDYDM+i9MkV9K1vWsHhvtFrRiuH5PPEYA+/3+3UP7e0NAOli10Wx3wW1aMEfSdbChlRrabDO4WPMAGyhY197R29+eWmMlZJo7wpEbXsuoB+F7IUl/6NBqUStBUenofFc+/dyW/1nb6M53/mrcU38yzUxp3TAmswFBftH4cBM9onkoBmYk6B4AsAc3DoJ/BgaotaQvGKccHBr00ZHaw/U3rCNaxMakCMwTm6V51oEUQb1v6Sbs0GtveF+P2herWaD9FCaShYZ4Po27HQjCyANJStqoSEr2QoFVilNmCvQnVF/KaaL62bejT8jjo3skt7xfHzi8aTm/ZyLh397Ac0w1gkz3bPJJqROpsWM8Rr6YBNboROTVHCzuBqk1Bl4Gcki8Uo1AQD5dMTLRJwNkCixBngQKCibWXCBCUAuyaFKwr3TY2jtnAYyUgi+LtHkCVCvxf9+3CmTqqWg9AMjDR8j8fsC7O0N//1G8941J37756/49dffgVrR7u+o/UCpBKlMRn4eW1QkQz+zy3CdGzA2elWftbQNeqnZBplBVmgwH2denpXFjKaEto1HCQbbWlic9WgUGHE1yjxuBACGWB+Aav+6AJeUrMYj4K1oIEr1AGQDlcwfDPl27ffXPbZrf0mUIAV7nic+vn/iXIG39zf0o5OtaWQSFnexcINnoZk8pIA9hM1YsCgvqrS/vtNIRtLX6jg/n3ieJ97e3yCE9QcPi7xSFfMynAxAvg2UgxFcSXD5UVuHg8yCORy5Jmu/bvh6q5SnuZPVuaDry+uyJinz7ehohYPIGhPnODHnoozz1lFAA/szkj2mJKB/5hc9ExYymIuxQakNRK7F5CkPPuMWARMTjLGtnATGDKwz0G83pFGusl9pvO+K7hHiCQYXw8FFNw+E/A5czDZS963QP2vlhNuhH6paV2kyWb0g1OcgyGRAUCKSTpZt7mUqAmvSgLUU/bOL28+lUahPEU1FklRH5NJzP1HgkgkFE7aSn+05Jz7OiedKjKBn3t2Bn24Vb7cbjl5xOw6URsZDi0To73ssLeIMY0HXH+hdCTCw696fizNQMaBVh2/3OhO3WM8jr7WjGMfItSZKcmgNbfmx6EOSi+d4NXDJLFA5r2NEp4uY1AYCxOl8toYWh8UdvShu3AtMTe7MxHNu08/Amo0zU+0Id3x/DvpNVeAovP6PEfg4J97+csPPf/0reu8Y//4fsMcDP98PLBkMmzw4UBLPERiFXItl9PU7jkavylplhu8E4DRLdKfU5VwL53jScBhAg+HmLmkq0+zSCfhOcy01COBiKWEwKMHMDKznE8+xcD86vh4Nt9ZxKLzBBeAMhS5QRQDV+ECxgnbvl+1Db0zVyUVPz+qOWg2fI/GcE7fKz7M0P/RSr8WX2WavclYtm7mUSr91AI1+WBEycMUGI8jitYjrrNfgiYzNgqK8dgP1lzcLfpCaxbxAG9eSgFHgcS2loD9PkATXz0ImPVBN57izdi2BeSbmc7WC2KE40HnrTIyya9Dam6z//PXHmSiuRoyCIpoIuaj90A5K6GIC2NGHKxaWXI638/NcAlGSqOSUjo8pPDpkVyi9IIQ8Bb/kwmjI1utrC4rXVii13b4Ag5hElGYgfOI8DZ9m+O37xwuF0oasyp/krVfcesNNqSNmfklk2ASppzFcTUYGJSeA49YbqrlAB9HL3VCSm82mXPatMa6FA+dzBj7OBV80uDsq05CgJjhRAEvG22bAPdEmkDVJudPNRlaBXS7kK3YrC7wOwgRQeNMY0fntTM7MeLJ2HLgYA9eSzl5yDL7Y+EchCllkgmC2YME/VAq1g7ECzzPhsYd+RylbtlTZuBowreA5E3MG7rcbfnm/oTc+tGOS9l/ccNzveHt7Q2kdVvn3694+Ehngd7Ts+tw74cdte3sUZCETx80QrkICAE4AZDkfFhqTVg5Qas5ze9DwBqRfpBeUBAuq5fXzloqCG1kaKdYInw822nuAiSQwx5+bSAtUr4rqY3GDWFcGoNfXdmA/GPR+AZ6xMAZ9Fb683fD+dhcASL16ZNKkVdXMjXfKNNIVN4LuESjB6NYQeEJfl0S3wCocSB+Pgc/nwEM+A91J/5ySW3Dbsy5QESAV1kRxJegjJkomCkjx5GBHwKVf5sdsEiIJ0LqxIV9pmDMxcwJO8LSYydxNlMhNI68s8kTkicqvNDzH/OO8vv+qL9H2Mad8r3TfQP88tYksrhM+geqs/Urx2IqStRbmHKR/r3XVe7I8mCiwE3lyLeQ82ShXp6lo75eZ2669PJziAlMykkZ+iwdyzIV0CFgwfDdj2oPvYZkxr70W3I6O20H2V+2N7Cx3eim4i0EpPFM331pkPQETx+2Q8SkBv1CtcmesbmsOg2Luq6O1E4/niecMfD4nfFHW2Q/GmJMeq8HBFdNe8gKbqd0n6Bhy+4eJBahNDP+3GtpruKQxJAuGC5DlpSTIT/AwtKHd/YSr/l8UFBCI2k0MteD6nUbAzWuFVzGSHg/kcsmwCFYVK6hHIwhijlkqnisxR+D2/o6ff35HbdzAjnECRoZl//qOt6/vKP2QdES1X6yCzXTZMals/LZPj1+Liv2+X1RkTQRObf4yoCafA+8NVttL2uAbKON3MWdwmKnAlZSka7dWYjmTYGotyCVWpjZfXH5wIAmx/XiH8xyvuo5puHxaIE+t1lzeQ2rWU7UfWkwNsmnev77j/csbm0YxYyJS3lv63hyIpEfbNtfc90I6h7ItCWDtB5olloDKx2Pg8/PE2080Hu3FkdYQux4sgbE7Lg6GggAWN/WsEfSG4BKCIMtmB1ipqCWvhUHt9GVaxua7GIA0MHBpSFrd+LxMGkhHBGJwyRa1cjO/2RapZJM5seOX/6yvJb+SzToGAlaAGo5UmtXmOlsYTfrXSXCvOiLot1Mbe82IyT52icKfCZwnauNwd664fBc8l0AQu0Bg26htGFJSMyxu093rBVinznHGptLfYtsRLHuZYy4kbK6LMXDFw5pkq5IiXDUuAtblvRYhtvUEaucSDJxzHueAwbGw8PE88fl84hxMGB0aKCuA91rw863hdhyotStKvKC0ziS8ACUJJeAxZeK6z0suJzhP0Idw5vZ22JG4AqyNLGL+uZQsN4GklDCMA6lf0oqJMPbboQV4gKk8fTNQiXLyCFHfBkBssrh6g0TgeQ48Tp7HvRTcauMSW158emT5e7T4ruqrzehxdLSKL7UgwPturMDHWHiMgUjg688/4y9/+yv60fD4/h3z8cBxO7hMHgMjFmg4nDhaxd3ySkxbkVhYaJXLWKi+LyjIwRqMnhRcSkZiKLQgxsTtOLRoJJi4xokIQ128jkWpRZGvZWvMieeYeE56X94bk0JrqfTralW+jAZgAZMyxtw2Et5QGxOh2p5Vd8KN7UV+wVEbPvHAYyymk7l8JhdTb8hoDKxcSKv0Hy3OHn8tmDes1Hwk43gExGDlGeogUGbyH2IaaIrhkTQ6ds4ZO4AgxkL6Bi4FgthO5ZMMTLMNcktXQ4tXv2qBOxNkTecfWVculgzUt9JsetsoWK2omsXgLzYKdA+a7c31f/76wyAKHwo2XCZnm0z+kyrzr9a02VgCR+bAmlNviqaojO5deEjbtrWwuZUiakiqqZDBMUE6TwRNkB4YsKdf25dSCu6ND2arrzhiasXaSzus93wupt3EmshgtTUzDACfAL453fCP3nDvDe/HgaN3dEkr3IXpCuFCJguUU4P8GI5aUwY3QedpL0CrKEisUnSjs3mvduBmjuKTD6Ya9RPMg69lGwAB5nSWRkpbJpDFU+ko+nfQQO54mS5eW1nuElBcA2zi0qcaaC5btkRLRZFoLN9XiIYsshq3AsaHJn1T+FRETc1y4RA7fWEMQ1O6jhk3CWnc7LZGdkQkUDPxtTXc2p3AylpYSbaTtYZ2u6Hf3zhYtY770bmR9IKlSO69ae2FiO5aTNOA/C9mmu4Fbge5adiMJD6oK18gHTQM7WZX/tZqPvkUrqDGesVugoHTJkaQznp4aCjjMxEqHiuFuMrAFeCGd8zAWITBSsFlXMsioSKkweZVktjYhJhAxbjx+HLruL+/o/dGqn7iKmzIwJhbxfqSqe3DEEbvkRMyio6gj8rioZ1r4dTBshOWLJncMN1QCuUW46Q5bMZCGtBqI/gawY0QBLQktdBV9WdFMNVLwM1EolYeImfw/gCA3rbHBZuvSFK2W1GufBC+5uFI0KzoczKxJbCWAZiXF8Cf+XWZVtpmswVNW9vLG6p11f4xWOfPx7VNhurkysRYC49zEEQfk0kBqYGTuLtMiBNRgEVojQPbcwDPAavPS2rW3HFUMhRbrdzeF25FthnrVfvBxmeGVhhjXppoGPAA8M35WY5bx+3oeHu7ox8Hem/ox02gI+vBlsNweE0ZNjsNL8HnIibNmUvvKEbzPv4tp3eJOWv/eWKMxdjw4jjPhVlSICgHW5RyxapbcXDHRbXdlkXIRIBDCMj82W71bPq35vmHgUQg/U43oo5ZLJ/Ma7AEoDN4wiCqsWoeqeEujyZdUHMuDyoZQBYT83TYQdaPOeiZ4jSy3mlIAaZFfGkNx/HO3mEtzDS4FVj7jvb+jv7+Dm8Hk3nuNxouloIlD5B9j3QDwiomBp9vc407TFDLtRcNjGc1gcuwwjPBBLBWGtmmq4k1+6H2b+bQkhx4134m/EzuJdBLoirlaomV4vv52LW/CMCaBL7HDFhjo7oXObANYVJqRwajznANnSEJUjGepe9vN9y/fkE7Dtb+UOKIkz4PLUvMVPvxY+0nAHoae72MRcN/+cXkVO33glqVcpRAjMHaXxewFuZzyNydrNsqNmQGqfqZBDdWpHpAAlNTMktKfZaGGy5EBqB4UkPrSnwyBxkUgFUTCAcybUKJPsZr5y75h5r2KzEsaXD/p38FkOsEJFOG+karhUuIOcgAbkWMUjES1wSjFwyu+2Qmo11jsoatRaNkmGNI4lWMfQASsFjYYwqlBYtD7pYcg8/t3swzcl09s29PxgRKXt9zzMH3n7iSEosA3RFkqBIHN/bZkhyFJGa21iXL4/1vMqamt8kYE09F0Y5MfH+c+P3jgZULRzvw9dbxl1vDT/cDt+Mg8ASgyMvPSkV4kzcjfSfNKRV6BtnnW1reiGrzenEYgYP9ezUlkl5f42ZYF5ixv5qkkMNLUsezQZdiBIfUW1oyWIPJjDR9XUE2UYiRwbMGkohzzrJkJPRz8n3de8UhoMj2IjA5HG+wNlfgMU6EO9p5QwbQjwNf3t5wa4ZZKmYA5+cD55jobvjaO/5v/5f/jr/85RdkGn7//QMfzxMDhhHAkFvNjEB3k6pBC8kkU3slQxFaeT3z4XYZXVMCZfBwFBn/juSi/PvjAbvf0KwTRI+iZMi8mNUJSDbG/vMcT3x/MPXn5y9veLu90Wpie7H9sHAtxZFeYCfP2TMStfDbXsGzLNPRTJ5hCHkA0u+w14rn46HY7cl5RjYAxVyJnpAtRGInrrpmyyb517J96gjaj71MqPRMA1nrAVpLXKmK/GIZTKP5cIFnVTEQKN+sUfCwdJ1BsQYXanvRAPoEudtlW2GSXeHHcxngs+kFUJDN9lIiO5YwpxsIBplACGu8n8eLLfd/9vrDJwTTdOb1MOYCsnKgI9XGSWNzxeidJ74/T8wx+MGcyNgAEcQh9NB0YFXQg6C64dYbSiEyPWVUtTSwPdQsuoaiVitujTSsoza0JklI9Qsh3wgNgSxuXc418VhL2dxq0iIwJg2ezvHE58cD32rBb0fD/Thw750Gpr1zU6fmyYTwNiFaAdIXOfDxy6uF29haHCXjhd5DvhHaABZ31RTekEwr4kPVCj1YJgxrD7u2t22M2rVFpI4IPYv9qxHewwQHoiUAqG7EDlCyhJz09VDsG3JH1q3gpl5yaR5uIZ2kKqF8o7AZIzDDAtkB3Pw2NXp5sT1KbfpOy/Wzqmjxn48Tj7XY3GkrUPoNpR9olYXZW6N+1xxjkJ1DFoGJQp6XNIv7iRcL4jICADdaVY20V/68RSgWtRVFGkORwfgBDGp8wEFwa6dLWSnyi6BT/PZRgDEAzlPSnjWxI49RXL4FMgUzboCDjz2aM3Ibbpf7NSUXAjgAxKLEDQDmYrRnP97w9v4mkCavxnQumbChYk5uaBI/SNuCKVe+2R+6x5ZMy1akwFMOvvVoeHu749YaxnniHBNWmtzfgcuQCtDApwWTNhjmJqohUxmmGnwusNVML8XiahsMSQEDhg7qPzmEcpv2WGS0HM4GfYGn43bS74Ux4zB+r7GIxMcYf7RM/pd8XWk6omBEkMFQgt5RVqkzRiEt+jFOfH4+MM+Ttb8wznQZ/aTGJ+U8tkKNbFKuA8dxNJTWVfvHZTY85sJ5nghFr9ZC/59b6+idA/gewosMvYXgXNIhguqB5zlxrkla6iK1f8XCPCfmc2B8nnj8/Td8Pxp+f7/jdr/hdr/h7e0Nt/c79dvgBmSvL3rZ8cfgGbJZKEm/qjaBRIVfzDLV+9auc6SUcWnIE1ARNWQRVbgWzIQYmoC50oqSW7uYbIxzJcLIoEo1qACbf2iLRYM2SkOIASW8lpcBKLYcV2/2qv38864Uok3jJh2WNc1SSRpmV2oR2TIEyms/gKSZKGpB6RWldbS243Zftd+q4/PzieeY1D5vBstxR7nd0Y+GfnR47/LvKJhrYGaKVqwBw0hvVrbXdTYB0OCl2g9KBK/a7wREzB2tcTuYsIuZuWs/U6rIrNyRvpkJCCDwFUpuczV2frF6VgJYgyCJk61KJiVZE9iQuFFSvf2lSBfctZ/y2+Lb7JUSFoCDXrih399x//qVcZq7UY7EHBOlsHmeOot2L1KcSzGXqSwvme6fuWjwLRZULDbZ9X7H/cs7brViPh4Y54C1TianU6a6wZmd5Jgb7EsAu/ZbYjx5tuwGuviuzWSLoBQu3+bECDIE4mg8t+qWKjvOEfBKEKvoXIalEvXIDq4/Mm+Ng36cf/LaD3DJWLjBZ2ADLk8bxILL6DjXZK80J5Y5Zi75CrJ3mgjM8YTUyvAQG7sAMIIfaQtnACWWZNkVNJ6kbAb67gi6CxZQqU+5V7s7zZydwEqksz81MnszyZpH3YB20ug22It5caVqreu8uxaCuchNkffizMT5fCp8IPA8Tzw+n/j+eGCiKImGUcO/1IZ/ux/46ac3+XKR0ZxWUJOsN1OwRHExIcTGPSNxzu1xAnQDpSel8Jmdix562MTZDRpdu2l+xsT1LNXiQNCw3CT7nwLea4g9qR4xkwy6ZbI4MEMuoxGvFSDJSpszroHBM8hoiUBDchHdWEcCrv6NTBjXcpDSS75/UywyMtB6Q3/7Aqsdz89PfHucGCPw3jtuzfH2dsNf/+1vePvyFXMt/P7bb/j++UQAOFrDvWpZD/Z9Xrhscc0aLZq8OPC6z4w9vjkg9zHQxNTh1VFWoCupaKzExzlQSsNbPdDkYTU3UCdQ9scna04a4N/fbng7brg1zg9LPfcK9ivFnca7VpAl4L2jziEZMe/B5mRvUBrpCC1Z4UFPqkpz7fMcPHO1bFlBuQtl0cCU14vnXsjw/jk1S25PITgf4uveSj6/5QcAY/ddG9QQxgcrWoRjCjDhMted8/AMMS8tsU1p9z1LQ1rHJoqkwJS9BN0i3sjXfJ1a6GyZLfZ7MoalzBD7xbl4ilg01v2DDPQ/DKI8noyYRYQWE3S0jcUbfGYgl+McpG19PAee58lG2oBWK+6t4e048LU3ZKsX5ZhsFkXQeUHvDa22a+sZoPncWAtzJcYaQAR1YIWFh272SjfgOo28Gd+DlAZXbeYz45LaRARmUD7wOAe+P098fwycY9BI9+OJcS58tic+Hk+83Q7cj46bTAIvqqOzyWvOzTfpuzxw5gp8rIUwU7ylXw1TU6NZe0ULNlArt8QJQqM3UrbpyfLOMLzSfACUKomCHMBdlNgQy8T156iX3zeJXf/f9s/3vXXmjR9IzBTZkeu3i/5bMknp2tt8mYQymtZ0w9tlGFcqfW3SDHNM1FZ0qLiGCQ60vVBg/vmc+P3xwBgLt4NxWyuolS6tU1MryukGLtZi8YGGhRl0T6fmnZ+hFSK0RbrzULNW3cT0IPIOGFIsGGK/3HKM4CE7IlSk7IoCLvp7NGalez0PrhdLAnroQ1sUILGSTQEpk4lxko3x1lwGXI36cneENvGwlM5UbusqaBvhTxXLUhvu9xta69h56owAT1QkZuqzQs3ERXFjtLKXooad98TleWDaWRp9BG53DsNf327orSCHYShasOh9r8R1bxhkWK3rvyVXbsy1H7HZMQJPEgDYaLRWcLSKkol1nvRmsAEoOrV6lcktb3PX9/xQSpgINtrK8Lp3bcjMuH14zn24/jlfj88HSi0E0lfKiZ3SvNoP1hovOL/THO3z8cD5OLGen8BKtNJwaxVvb3d8rQ6837D9OVzDbVE0eD86ynFwaF+LdWPRxHBOassRIYnN9kCiCSe3xnwQDJDHUb0Mxa5hWdsj0vrXJR17nie+f3/g84Pvf46F+P0T8zHw/PaJz/sn3r7ecbvdcBxd8kMaUMJpyNbc0YwMB9Z+YK2Jj7WQdkoLrgZVCW5WC6opwhmvlKrNoNnx4Eh7+bTsWlartL8Eu8i8oXmhSQqbsY2A7fJQ2sDJtbHRoO4wXFGAudmHeclHdrJZRiC9aOioF2MtF5vidi0Z+DsZba3aL/nFHBPl6Gi3gwOTzFd7JZhpAD6eA9+/fWLOicNNgFcyArkfrP3+Sv+KJPD5I0i8TSPZrLP72vrxYhwaQkPZjiu1UhizaQ7MiQn2DEX319QQvyL0HRD48Vpe8ZZuMtlW7XfXQkGUfOxNGq/1lhI0UalHTBTQcLV0gou79idoNP9j7XexA9XgAEEofM2J0g/c3t9Rj4NNaQQClFOWCC6aTEMYgO1ftZcwXtvVqBoEzED3Y+j/14rb+zv6/cCXL2+s/adJdrAUM6+J1yBPFTIId1hB6jtyZ28wt8wMuGp/alPeWkNvDSUCn5+UgSS3axqOGnKGADNRxGfgKZPrVC8TwWVDkxxpTXrUpBvO849tI//rvrg0waKZJVzbZ/Dcx16G6SBNGblaBmKG4lwFOsbQAk55Jq1y4jfVaSysJ9nmqfvaioGGkRWGCeSCWZcXmxNcMYUDxELxKoZ5gTVcjF2akrKe+oY/OcjAbEvFTMObcTmlzbgFJM2jdO7qLU1n0yIoeM6F379/4vfPJ5ATX46KLweH/O6Us9fW+CzXzZquBPMyL2bs9ohYMfFYgc8x9TuBw3+IpTXDBPvQCA6BKYDUzeQFYTTD3TUfwpbAGlNaZbqb+r6Skk6DklATW/4cgXMGblJrLsk/DAYLJc3pPCmqGbxLyKY8tKiCO2vpYo9qISlqUPo3VpDFM04AwHh+Yq1FL8y3jnMFfvucOBfw1jvebw2GRO0dX/7yF9ze3vD57Rs+f/8dthYKHK06ipP5TlBMMdPmSGxz/FQIBhnkPMs3aBdMfiqF98RaBLqqYS2Tse/Cmo7H84GjFdkEsLcx/LAcNDJbGPggY2s3eOUS2DeDNgRWRFDyZo5WWI+rO0bSS2tIGultL8O5aN8LjUyj/UU7UPyBeE6cmTh6wFEZD+/s6fZMUp2gmMnIeSddQsqKsda/+Jn45TbJa1VSi/V9wXMDKAJKk/dWcfY0XLiQPWiWaJLKYTP+k/NjSo5L8+RCX60ffvaeafiLQ1YVhr2kJZ5uXDJFXGk9+5kw9TybF7PZt//Z6w+DKP/47Ve6y8s0JlagmqO3A3VOpBVRpUm7382MA7i540ureH+/4ThuaFVmQcYitw0L3Wjq01pFKY0H8y5uMbEmkXAaxk5sjxR6m4B6rAvmJhOlueFoZKhsZFbuHtcGPi8wZVFXvwY+n0/8/vHEt/PE5znocq8Yss9z8H3WhqM3HNVwlMIYst4ASUq0EwJyEWjQhm5m4FvQ26RVxywFrdJZHL71i4nMspe/wi1YCl2brBTroFRnco+M4fb38JRJGkSBBRS0okK31/+xQcfI64Fy+2Go1TXb1h4EdIhsb1BiAxNLB04pL3nL3tyliuUGtIo7rFXU1tAbWUgcrIlAPgYPkI/PJ9aY0jRPnM/B8682lFLRyt5G7PdCEGtv7rY3wh5QthQqtseGCsBGS8cKNCVKQA/mSvmTzISXUHGkhvsya0yoAed9VtRQl+JYtlFSFgX6GRjCEm2f55IxdW3FKF+BpDpsFEqpOFql4WCSieFO+RtAjXGKjXEBhkFH69oYJbd1qCPXBS7sZ6Y4aeJLn2XTxh0CuHSwjDGQSPRaUHXs8v2yiPfGZ6OVimgN83wS6a9FG8V9T4h1ZawXMLpou0k3GjLUivyXjRBrtHNDZjwE+d1zM7spkBvcIRuO3wcp9knDRTXpMQNWeb1djXot8nUYP24Q/nyvf/7jH2LesfbnoC9Cv91RbpQvjDHpZTIXY3vPgbISPYH3Ynj/ekd/e2eCytavKrY1l2QMtaIeHaU2UTlZcGJNbr1DhrFzinJcLrDNqqJNzbidVpzk0Rvq0eGu+GLo+05cIEroPMmY+OsvE4/HA9++f+L75xPPxxPzcSLGIBPyeaL2D7Sjox8dh7bYvVUcx4HsXUk3gV37kaHaz3jBM+I65+ZJCWMplb4vqmFNbMXd3G+QwgRUpu1Gjpv0oms5Fdl6ntSAIygnZSywEzT1AtQAktfEBfTzLSeK6sU2i93gE2eL7Q8A1hc9q6z9ZMGU8gL184fzPS4aPEHo2k0eN/SrMOfzawg8R3IZ8/0D6zxRCqVi5+cTAGD95YHyqv2MOyxIhG+/HgGguWs/r2HsJtNw+YdFsrknAUVgRVBKMmfAfGHVCffOre7aAJV06LWIRaLaL5AtptgTxoax+0sD3jaTUzKv1hhPTWas6Meu2q/+gskLlMdtY+S0Tf9WjVyMHL9q/3FDvVFvv30H9v2U7oCXyxNsZRCsgWp/EhDazKtxnshM9EYWUaYaf/DeaIe0/bUiasdaD96DMu9NGa5nJCPIxfhLc5SmNIwrxlPA4FpX7TcNgVY4hBtAOQamhhfV/szrGWKogCQ9ZyDHYO/nZHBBrMZlYmCWvXk+/79bXP9//MUhg4yxlI8JSsCZW4+cJ0rp7LvXotRDPhu1VMDo3cEFIBd/1RPtRlk8n1ugGH06YNwEZW4zSnospJ5j8wogBNwVhAwtExPFC0ybeHrLCRj1hr38K75TdvJaBlcBZrleUgBTTeTCnmA/mYbyiAqmXs2VOJ80p38kB+P3AvxyeyOQeNxQvVKuLMlSGN97LQTP97I0IzB1Hebg0s8j8OaGdui5SCi6nMz6koGbO7zz2gV2v24oyUE+sZ83DqYrJIkuDstA01wRSKXU7UVuootsGXLl9twLXSNtz3b9S+FSuxYAI4G1GBm8GXIboIS+qzTNJ0iapo4TmAtjnHjOBbsdeD4Hamu4vX/BMsNjfOKvxw1fv3SEVay18P7+FT//8hOOo+Mf//HAt99+R8Jw7zKQl7CsbHaN6qcZweg0A6bCTrCZDK7e11Alx32uk9KcoArCc6JkoJSGGkya/MfHJ+61Uv4kD64LSDGdA2shk8/L0W9SMUBec68UyiZ5K2XxrJlmhqNVzDVZi93RwgD5JfK50+Aodvm9DcTRMceJE8BQTLU5/Tq7U4qXQXN/QLPlBp/XZJ8Nfpfbx4vyz6qAB4Ikod4g7cWKv2TEZkAsJT1dRQaAiRSwwRcTuwnXgttgCM1kFiG5mhZOBgJBug8dAgvl17M2aK45qwgw3UvUzbSllFX9/h/DUP44iPL5HGQUhOQ5AMGCMVGeDbU2eATea8HX24HSCyma2uge/SCA0g/mpyc/JaVBC8WBVhopr6IHbuPXyMBYDVYmagK9vwZFl06NlU9pBlDD6NQA1kZmy3a1dnNsjTjTImQ0FvzvMxZq6/jy9oa5Jj4eJ379eOD3zwcBCsU0P+bEr48Hqb6lUOtX6epem1z7l9Ii1ovCavr/ZKU43nvFz/cbbkeD6UEoToPVfdCkED1+Vt4dkUFjNVesmznSTZFPPMjmWqIBUrNIp2Xqq9l87Pg1Dhg0T0pKGZKRnmSn8PeX+gJ26JuC62fR0CuwzKTRs2ugjVSTjY3u6neqIT8z8e0xaDgKJjqNFZhjAXPg3gy9Os7nxOdzwEvFcTT06vLXUPib+eWHUkqBR2JqG0HEkdeS5rJV8h/5DpjYPkm9NrcCRFdNOsYxJ2nTVcONPvfeclQVBOigYYSe09ss9jaABx6Z3bxP6Luyru9xii5bQAnLmXYZnNnetBsL1woWGvMNNnALHWKhRNDtvPeqyM+r1rB4/NBQbOaMSaJX9ExtKHcDesWdkWPu2vwnagRuhTHZWSqUG4FaDM2SxVNMNiLILzYCACHNPCRSQO2M17CSG8vInZDkMtj0a3uyEigq9mvpWtiWlEHNNTA2yBYLKDSibe7ozgj00PqS7KU/Ruv7r/p6fj5w1oYYExYcyK02lHPCP0+ySMbCGwzvP91Rj47AgZwTHol+u+G43dHe3qibV8JXGEHRAqA1MTv6oSZ2MwtYA6wt1Ex01WnoXuU85S+/pwwN8Xx2t19S2aktvreWBPvXHJd3ypKHV+sH3t/fsebA5+PEr98+8PHtO+ZzUl4aC48xkd9Z+2ut6PeO1k4ZA4pRMmmq/tosscay9lOi894qvr7fcdxvBN5r5SCi5UCqXiFYa4ue0zSCp0Uyn9SfZWjF4p+dBAvnZLykL0pmXdswprqoDiC0sXRGR8dCXJpgbXNKvZrtlzG3X2e5W7L263x1Acq8thOQgxTVz9AWGhiR+P48NQzRl+CUVATjiVs19GY4H6TKe204DgLCaXzOq0CRmKEBriC0IdjGstsHpBQCEtx8yWDYdb3VQG49NlMmCIaNQeC9BJA7KcB0PuTrPcC2PEv+JaVeDJ2r9qvRQybTI2yy9rvL84y13w1iQPrF1mHtB9OAgtfPis7skA/BkrvUWnA39FvXJpW/c78i4gKWtImCTROQreekXEr5C7AIZ5oPKjX4VczgfX7wzxtqNbQnp6lFA7ALOOeZw/eZkUzEMjbPa/E/rP2UTmzNsRuZKrv2X3Km/CEt7oeBYy94SnVYJCPVYdyGm/0g5XQNuwQU11zAH4y5/K/7konqGPoOyLKKXMg1kaVhxGRvUrTB9qLl3ITJDHUZzR9vtWEBGGPidqdsPzR000SSwIclqBLJCUCTfPK89v28FuPcpmduxaJh+CI4FwkCeaBnoWtxNefAllZ09WaxXrWZizPJvheNotkrBehVEfQDSVCqPAfvdSv4t7eGezO83zputzusVaTk+IDRoDrZ0wHAcy1JdcjmKEXmuBrei6s/d4NZ5VsMSvwgtrQbr506eFC6qF44NmOMzMAQa+RiJHrl/Z4LDsOULN/lDcSoDLITaAIfMqyVGCONhvDX+cY/T9N4GjN7baitARFYa9IHD4lSDTMqxnpe6ZGP54lfPz7x6+cHzrEwSsXn84FSHV++vOPL/Ya/HR1f3u+w2lHN0GvBTz//hJ9+/hmldjw/ufioTbI+Aa2s9QYgtdRW8AmgIdpkxppa8pZrkV8LgZ9cgRUn3MQCkdwmoOF9DjznxKoVX24HlwWQ9gT83WtNyucj0PuBqmXwTsBkL7PU69N4fQ3KrjJ3f7+Qc2CtiWaNgEdhP8BxWBYWALwYajvgRd5FcyLXxBRmUayiVtZ1cQEJ+hir82YLG7g4Zyu9ZXXBJbWLtbl7efVa2l+K0Tj1jEHMNVyz52bXunG5v8bCzC0N2z+L9WEtnsPI9fJQidATs68yvS+LEYcwU82olSQBF8NFsiWmEm3VBmvNHzUV/8MgClNfAuZMKdjb/QbDWy24t4bWDK0SYUVtRPpKoJeCWhusMYrQ9ECZqBCZJjlzRS0NpdLXRGwfRIihkHtgXiwebpeRXQKik7GB3GaQLmpu2EszDGmuvZG5Eq0qJShR16SmvVQigRnofeL97Y7H5wPfH0+c0rqL5MFc9eTBMEZg1gE7Ff8r0CRypwzJ9TuZbvJbJP7dC+7fH/jl1vHL7WC6j0CfVoqMrVSI1URTqcLh7gyaT7lusi036dr8QCidQFbe0LZNkRL9MvHBRRVmHjk9A7Z8yIy6T4ID9RrEQ5wqSyKpvdhLP62GEWDBykgNSHY9lBmJx4M+CmspztQLugHeHasUzJj4GInnydjr+72ht06X5gvwYNE/5QWyH7BQb1vl38P7RFuzwoE8nGbCsxZEmBpOabGFHGyxC2ny8mbhFRC1Dbp2uLajM+mKzmz1uMC+3I02yLSAu0wn95aShWCmjNnU+I0E3egvkJHFc2hQMg08Q0NhgnF9tTMuj5JaMsS2YfDeImwzYSuGGiZLhm0eyWK21AAX4/VCKReNLp3DIdTgOkxACHDOwFwTLcWa2Y18pA4gbRjNeAAH/z2ptWRAmFBpgJtFlwnYljOUWrlgx6b45dVAb2lENEMvhl4cTwMuTyFteUuRxZUOz7TXVvLP+lqLlE2vDWYH8jlgY6Gm496AwwuOL00gSIX1g3WvLHr3tA47bgReWpfkwGlEXaB7mOzDIvnNTr6JoCYWqRS4RUPCyxBb1PLQBsyN9ZLMC5nMYgOQlfemGbw1HphX7efzMsfEqh0ZZCa228Db+xueP70zIvZxckMCspeWmBbr80Q8JkYbbOQzwY2pDuZFTf8GNpcZfgfwP91x//bEz/eGr/cDt9sNRUBMbfUlgVAfZmBTFGANmUHpohvoQK9r6UbvKQNEa4bYJAQ4xgqCVzvWnQijlgsLS6AGoGeksFl2EwWccya/wyBcSmPwndwEyWwNaMBaRYwjAVxmGnQS5+OBz2+fiEjUxpSBdzPYURClYcyBjyEGYiQBlIP1DFAjJibJEPC6fV/StkSmYmFyeWom5tOrx2itYraCSJd0Tckzur/2+bIlUnACOKxLW/a0vyOOEzP599Ic5pshy/8QzAOpm4W1H7vuJ0jjDl7jXaOmClsBLvan67tcGyyCDObnSabHnCjHIaNz9Udqfi+5ruGS0nIpw94GbpT8Zl6Molhiv/SOlKk0N9ys/Vb8Vfsn6/g5F1Y+UcCtP2nd+n724SyG447Ghr3MFGlkuqU8ZIjSy4TpQgjek0WDUGyDXXttgAE+M01m2Kfz/IXYsO3olx+du2Tr7n/62r89ljYgCsk2YMYIXnmiZCys5IbZgszC4kBY40J3MWZ4GjDPgaN1mFWyTdKQM7TIctXvJQCs6Jkg9MrvNzDWRIUGT0vMRckLGVINCMAWk3OWNWTGdS+T+CqZJGTIbClPDII91UAj0Uz4ArwZVjowyCyMORAz5NNmOGrD/dAyecsbS0X1RqB7D4MAZiw8Z+A8CcibwEQXY4SDrdjSyb59IVGd16h7AYogaSOjImDYkfVF9WKz0niN2Pw7dE2RPA8BpYdqFeobPNTeLMjbHyEARWmF9QLKgsbVWghGkgk/dA90AfuR9HaBGTxBsMgNnhMJ4HHSQuH38+R8hYKvR8VfeofNCYfj559/xl//9jf849ff8GsY+kjcq6FWx5efvuD9p69wAx7fPzDPQZDaNsjGuroXvunyLAGv7wa1KTN5+ZtlLCkwNjPPcKtkriwkRiaewT5zrLiMieeT4NjPkZj9htbYE9CDkP5uE/wuSy2S4vOsoYcXe5e6z/1agDnxnEs+O/LHMWg0DLFBXjDCnk9N8+BxdNyeRbkjhUbvg4bg7oaOQEkDQEC/oaAC9K4xpakBr94LlI/F9maL3Z3jh/PQ1HeIQQslcpkWYbqqofk0cr4YhP8C6SS2EQo/sphY+z43MuAA4gG8lflsolSsnIDz/NlBJsgt9QXSRW7Y97XZDzKl//PXHwZR/sdffkFvDWGO52TT2Qz42hveDsZBTjWjIVpoc4e3hgKgKL7LagP2BRKFBgBmsBhWE73OhHQugluk6qYOdFGYpZnah/uKxS2Dmtz9JWWy0OTc5pQ0rdp+EUiDW0Wrio4sFVEnmRuToEgZFbU2HLcDz3PQKDNTNz9R4d1EXa7C+6baN1TEVdxCQBCQ+JwT/zwn/p+/Dvwf3z5xbx1fesXXW8Pb7YZb72r47PJKIWsApPvqOpWN1KlQbk8Ls0RtiVhsVFyoNADpGxOh2Nim9xsraAoGFXSXgY9ovjCIecLPWsSI6UdXLDN/dwixdKd3CqUvIa26Yk6TqUS2FpkAhTHRrZLhcA7Dtw8+8N0d5eZo/UDRQ3kZjl4oxstIMoPpLa7EDgM1rsX9MrDdxrtmIDMmcQEkcy0UkNZGSQ5ejJBq8IDoyTKjy/oCUzZiG6bapkhr3y7YgXOpKcm8KPAGDgYxcTWDcMaYvcmDhwyTwDRKl2j+SvwVoFnnioXHeSKTTW/VM8TIagiJZakyHfKxEfPc37F2x/r3VaBUqtDcWpNRH1lOu2BvH4dzDDzGwLlkVSsmjUi1bGqAK1IVMOxYsyI2QnFDnS/DZDM291YVsa5I4/d34H7I1HM//foytmRoTCUnpbYOrcqRvSiRQxi+hicvf+5kHgD43768o769IVrlQPQY6Jl4bxX3tzvq2w0jyDbIwpjaWjTMAyjt4CakddZJriJ0RJqM2RYN066tsjqA4IaMDSUks2qKetVzt9igbdZi7qxeNRUrE5iL1iUC1bHjH8ENX2tkrtUaiE5a75oLqw2U0VBbR7/dcD6eGM8B5Lrkh8mVKQ94eYGE/HYuGvXatT8RawjIBh4r8Ns88b//84n/+O0Dt97xfnS83Tve3u84jkMMSr+8nnabBG3dWTUUVQnTgoENh5eK0ruYiXZtcXczEiuRTkZjiaR8Yq6XH8tm9RQ2e3vra+LKGkzftaMfBxk/evYv76Nd+4MSJ3olTLFAmfJii4Bbq0xGaqUACIxhmL8PjOciNfp+oN0OslU1UG2myUYgiEHw97kZrBUmrqTDEwJQxBLRXUgZgSNnXEuGNSbvX2iYEWjtxYHqKCHZUICSs+iUAu7mz0wNnSFF6a/G2g+ZMMaWSpWCLQt1Jw2esY3czNVece8v0GCtQBiu5pu9DCtoQWKNhefjiQRwP270HUqe6ftcTJ2VJhB6s+8ADh62hy8BHCUALzo7zHAcXZHxZPRucGqnI45z4Pkc1zIGhf4/nj+wcTNRehP12q9BcPcaBcDahpM6l021nykhjtoc5csX3OegXGKfLXpRiq/anwIg3fl7q2j5tV6gy1Lf45K9/plf7D8SSAKBuWn4mWSZS0qGQm+KmUT+ymJMKtZELlC2jsR4TAIc2PKYxMqJlYZqiVqdYAadqGlq7AXu9N5aMelp2fgz3BiZ6wV4PKfY01OSBjEwoLv68jiIa+mT17OwPe9oE2AAU1bS2ROF0qnWouF50nPEIvB+HHi7dRwKOUiQreK5JQs0hV16vmYGHud5AZIB8PkCPZkuU2q9cbYwu4/mSm5LRNLIqFpiujF8gAMpzWDZGwLcyG82w/a22/WM8e+0IKB0ZGnRRz/LklxQxpb0ppYf9TUIZwbOxeG6IwkQtK40S/Dz2fZPlMeIAevxie/PiccYuDvwU3fU2502Bb0xsTQD71/e8Ne//YLf/l9fIGUmFhLFK77+/BPe39+RSDweD3lVlYv9XZ1gzlKoBGcWv3yelqTkpiVaMYY3pJaJWJS9llqQWFdM+9VbItHAEzGaY82Fj49PPM+BX94Wfnm7wc1xnid++/jEPz9Zm9+cflruVQb6BO+rAOrQ/cP7Qc/HGBhjYIwHYi60+51/XxRPyqQgGeSg7BE84nrrGPGhs0PSzgx6nvbjYqOyX1k0PgbvMcstx9k1MQVOTYzBXoPLo8Rmji1IMbJriWCWnW4feHkMJQIRxAbKvpZ6Di4fSeOMk9Bzgtf5nwLx6Dsj5qwZl0ulvJYFoTqlMx+ap6F7qhR/+br8gdcfBlH+t6/vOFrD8fYGpCmeeAHSpa6lQbDQ2XabvBZzuZ/XS/sdeiABNTva0Bd7UZinUGVqqV8GkG5G2qiGJ26MVRiFJvLP8rCFqVCuiYXADG5JSpVx5tar7aah8CJ6KUxSsIUYINTq/L1WG/w8xdKgYdzFwDFe/JCOmhFXQolBM0TGP5NWh0zcMvBlKk9+kQHy21r49fFEbw+8944vR8NRy8UK2EWoeeHADcPYY6g5ijMJZl+viXo1N1VJEruRCntJpwg6KVrLt7Eof9fReWvvDSWK6ISFcqbW9ne8zflEieb4zOscC89zYMWJMU58PBmH3UpBr47eOzeNveuBJbJdvODWNDSUguPo8FrwHLxPSvIaFPDgYCMq8+ANcOVuDolqBvTPg4AEWRoGs8INc9BIME3Gg5BfQSUtLEVFWzCMwQ1fq4HSXoDOBrFwbYgJxKxMgKohFGkBqaePa/tAOmqhHlEb0l1Ur4KUW7qnB35v+DLwHAvPc10SrBkLtvSF6s8x+hhifKmhDm71UXYLwEPc3a5t4loTC3753riYNvvZS6Hla5H2y6F5IbOCZp66JwQQmYCq3VyxyGpbm0Dt5bqgrVYOv3IxL2KjOIqSwcZ18JqecbIbyiVBs1pxOxp88He0S+aQV/Oc2N/LHyum/1Vf/+PLG/r9hv71J6Q51hyINYHKRBTqdxNe5L3RuNUtYK2ppXLw7Y0SK81qsQKph6BsTycrl1Ef5FeykXY3o0yyOCA/rHRw+JoLWRIeYO0BCFpkAjIPx6Kszbdn1dbrml/fcZGkJmIhnVkuVVIK1AprHd6flDY5ZHDbZED9Q+0f8mESIO1G9ktEYI1x+Yzs2r/Tx8YY+H1M/Pb9E+3X73h7u7FBlw+SGbjJq+WSCm4JDQCdvQW2GVqtAGjIUvQc0NeM/ga7MgMljSbkEPggqQ03zpX1WNs7TRgA5MdVG03Rb/1KccGOhs1UehZr/3g+EMna//k8MSPRK81k+3Gg3w/U241D9VpYY6K449ZYCLxUHLc7vFY8B43lXLV9sz6LG2LIYHeDHALgdi3OfSasQM6p74PshOWFNH7FL4aWH7z/qlLg7NKFz3PC0lBzwa1ePQX/Dn6o/a+o7302OMSWK5I/pxrJJHMyxRLyWrETXbWzYU3VmbWXBxB4dI6JcwylCZEFOhaHuu115sYNbELbeR7+irt81f6A/csiZa2F8F2fDVaAmi//ni2tizV1dhGcY1+hM0G1/9LJC7w2mRVvsNVK40CsO7U3GkRaUYpJIbDkrWDNBnueNDEXQLvjqtkT8QLWWtFvN9gYyP2d6hqyyX55b/3RhIb/ui+CeDaXFirseIpc7DezbDzpHWOX1JIJOekOy4mdZrWQOIqj3G7cZK9AhsHWJNjrTCcZcXL4yb0IHShW4K0yzj2A4FvjcBuGVuj1QBDdrhpmGkAzCdhzy885Jf3VG+4lDjKUWKIHbS5E2ea4U0snLolrLbh1Ghy7zGOLObAopf98BoaBs4CGbQQT20ot5L0Ye+7i5bWQhczABRy6BsdzTT63KY8RQPWaUqqJRIVv0rp8Y14Spg206sGmlAfAyy8Sr74JlEFt2b17QUn2am6vn8U/D8AbYvE+8EID3aM2STWCzB553Ozl3FoLj0l2z88H/Q3TABhlsrU2rPPEmhPv7+/429/+iv/j7YbPxykfmUS44fblC463N3p6fD7IejQydgD6HUHDdtHXjD3zablwjsEhHC4fkm134BcwxfuNM2xBwn2hqV66PFe2BLmMgY9z4p8fnziTxtXjPPHbxwMZiV++vtP6AuzN12Tyk+ta18K5+jxPge1kvJdM5FoY50B4uZIkl2wHDOq96UAAx9KikwulhJKJANySzM2VwFgDlgWOhbCC5Qu5FpqGjMyUNx5Uv/1aWFCCKu+jLakOGhpHJqIQKGIsPeRXSZAqk4z74i8bilLlaaXfS4Bwz2tAFM4KMC5baqXB/9w4BHi28gJsHxyaI0M/q1wPAm8IJo/6RW64/NT+k9cfBlE+/ACzoOmKXlu5dK1T27+SqYOKzV0rjt46zdDM4aUSrAiS5ujRsXhw6pBO4xcSMrVbSwOdLkrXgbnZFOa8eIxHKjC4NHspKcumCmkoEnDRUhsIk/FQ2dGPpMJR+knDp7LIJjB3OCrfg/kVZfkMFmg3amrp88Jvu4qhwT7hRXVesbiFW9TMWwvcjn4Nt2PSy+RjLnz7+MSvH5/U1xVHMz7crfgVm9jMrvhEN6bORAsNmDRtzeA1K5U3yvZrcaO8oQixDOjeBFsXFyNgyWAOLl8RM7SqAVXUeTjNs9yIRG9ZBHWyiXMCKx74/vjEb98+EDPwJkDEvaC1zma6Fpxz4ftz0GCqVLTCAQXufDCc0qEVOngSQCruqjjOwUekgtTq7XnCwWkj/BrcY2FPd6UwPnUzpcxo3LsyMQGd2lv/y9jSYiFpV8IXmR3FiagWI6tisy1WsKi3wqL2nERKaTLILHlcEiuTXwpk+gppge0C4rgVYIEfwS1IZqIWJtfURp+SpTjvTCG7kTj3z9UQmdJ5zlzwlaJI7x492NQbJXGtiA4L/pm5OHB4YXxeLG6FxjaoVHGKoPwI5qit4tgJSdIhVvfLF4tyHEoO6t6I1obqMrjSc8k7MtBLRfGCj88HPp4BK7hSF+hXpGZjBQwH7jfgeZ4II+J+Bo3WqiQCfN9/bhDls78hC7fs9dbpeSK211qBDG2ZmgYRd7HSDvTexf5oyOKgQZ9dpsFwxu1tyWXmuhh8awZicCByNSF+vAAQc8rz9hBqe8CLhEsbzGGOQzCHSfo3WGuAVW58ijxwnA0VezhuIGMOLA9YFiVr8bkclQkfZyw9TwTRE/LlSBfA57BgM1taJXg0F4YiltdY8Jg4bl2SlMQQxfYxF77/9g2//f6SnzABjM9Xa1WJdn4xRlzNZ/SOUhp8m6hJRknz8oJ0sgA9CYCXxmQjRgly47N1wfxuNEBdID5p1KXI3L1WpBfMSLieuR2J6M7D5Bzc+H18PvD7r79jTcY7GlT7BaK0VjHOhY9PRqN7ZSw8QV7WXisFXfcfzekh00MObtsOtPzAhnFtlTcLMzWgYUlmCnpYVQEaQIpVRcnXAihpkNzHaoOvheJkOdEzQOd+eW18XUk/r9qfaE69+TmXmHCOVNKDAUoRei0sioBlr0ThKVcNYIHPlJl8RNj7lOLovaF2xsqvwdqP+AGAgVhCGzDhlgMzaIRMc3tex0htC52HVJEUJgXk7wQkLzxvYwbmSTPmACjLgRruQUPX1umVUL1cDMiqTWHqGYQXJTLw2SyNJsTufnl0GNi3WeP9ju8f+DgHTPW+7NpfK2v/WOgA7m8Hno8T6Xxu51JaRtnXh0P2n/kVMUmVd/mk5YI1sUUi0XuFeRPwOJFegTWwsOgrEgQfrFQgFroBvfO/hxYxiaApdy6MMOSaYhbr9xi33O6umYig7BLwyT9rqKVx6blptrufSvXnyYUSpQAJOBNI5pqvAIvEa8GIpEy9FoF/6rUi0Y92pT+mFXybCVsnfDGynv39llcaPEKsbyDWoOcVWI+rgJOVeTF7QkaYXhl/bM5ecUqOntczm/Dt+wAj21isZACXm1uxgpR0nItEskzYwe2ZgMvrkJ8GiqLpl4ZmkJW0E8ZgvD8WWJPMFr08NkBqlEmnkF8H+7oFzk6WBYFAReDLrZF5wKqE1it6oS/k0jnZ+oH7zz+jHDfYudinZeJ2P/DTT19xHDesMXA+HnAjgybmFHDgGOpWdzvHflqMHNDTiek78pVSbwsj2OcAz9sEzOgZmChYFZhroFhXbDTgOGG50EBfmvH4xHLDPCcKAu/vN7y/vaH3DgBXeqh7CjSGAL+E6fvdrMZlhjEHWWEuRp5RuhlIuDEe3jkm6Mzeniac/YpmuSyOYoOMsWQ6aO4+ewFREsuABEGpJTlpyDcSQRlcJuX9BUGDYC1kLbXRzpe1BZUfAuaN56DpdzI1idjH7rotEyu5kDCRLlKAVgGZkqGts4GfOdJkOyBpoHo7SC5XayPIgkofz0USBhODOPH80dr/h0GUr7c7zrXw+0ikzPVSgESxguqJXgpK0mG9FsetMVrJdHNuLxKTnslALfIlLwBzr/nU5kU3dVNrm1CEl2GbBBYnomUrYZUPVU1Sy1I3YnJnrv/NrenAvLTZe6OXG4pVoxhLmivnBivX7kDYNB+toMWSFi7w7ZxkVJSK4hW1MZIJoNyl7YPcxOQJ6n/nWIikTwVlGrwx51x4H5QOnXPhsbhhekg6MbWm3xsZV0HubnjrFT+/33E7bpRUmcMKLsAqVZi3ge1OOjJ3+Hpp22RLJXRUzQt4KJmG6Z1kwkGYh0f3ygNK3213NmwrJp7nE//49Rs+P5/4clQcVTrqUq64SLJEuIkuMLSjsdjMRVmVTKOGLXjQo4WHgK5p4GoAV4qi5XyIKHfSEKDtYOghrXLHdtGGCVo4ZgZivppOd0NchmG8H1I+OaccyG+1CagR8CQqJJveLbyBtIws9NDtV/Wjny9vR34mJKrosHRip66PP0dmtaA87jg6equiwXIwq65B4wIyDMv5DCB3hLCo965ndg9fhHIA4DKWTDUk20shF4eNTIIxjF3l5rHVgirk/9a4oWja4jAxCNfGN/IH3xddn4Bini8A1XWgqTmfgR1vXgTiWuFmvndu830PARHotWDOU+ANAa6UKd3SBns3HX/m1/uXrxhr4dsE8mNgXf5OBFhbpgBpQxVDoveu2HJJQCATUpPUyoDam1hg+WocIy9tLQdwAPBro4BrE1awY9UjgdJY8+Pa6KekhAtb/oYkELjmTnLixLQpnkzxcL0XgxtZEGEyHFXtL4V68rYIgs8VmM+J5oHWm4CNl6xhMxhKp9RpjoGm52KOiVyMGecjE4hJA9v3c2CejI0+58L5HHgmmQwL3O7VWhiN6KzBvThureCnL+843t5gpfPzVYIhZPfxHN0JSOaVVNzifC8CyS9jTj3rps0uN0NqpEvhUqPQtHDNhVb4vC4xHVvhBnCtiefziX/8/Vc8vn/g/dZxFKXCXOyZIuZmIsaAJ9COAwBB49obeu8otWC4w33RtNCN0tu1afMs/ivzGsJDiTXuBJpYw3PPWyg7OUwABptmx1JSyN4QujOmnc1hIAv9XiITz0FPNkrX7IfaX9TLpAYJ9jNN4N6uMQUb1AaeQfP5Df7BEiXYCwV4vm3W1mVgnoE1Dcftht7ZW601kWOiaZOZwfhgLoscqdofYv9uz4uL7aGeK8VUJTDEZ5JgqjbNayFQ5dvF+zskC6itXglyW/JVe0fvGjwEbm32qRn4jBcCe+mShjt341ZMbEUTu4tAKQrjcpsv3Z4E545erwSrUgLZCtb55DnlYhBHYMVekCz1kH/u2v9KMwme9QbEoDSw1orplTJ5mddHLi1LNMAT+cPUvVCKM0VT/V2BzFQtcE4AEeiVANna1z8DNJGEkj+AzSbbUs1ikgSXhnGeal6v7ouegZv1hArYRCaj6GMzwzRku8DPFaBv01qSupH9662gWREDP3Am730H/fQWEhnrivV1N6QAf+QS+0P1w4zpMGCSDhm27DnHWjiXYbrBIq8BLxMYi40hF3OMdi6q1QlKz/+lTkjK5F5QrYD+FtsH0a7vjAa0NO2l+eauC1z8wumTcUkcE0DQ+2iHSfTiOMRKd3vFy4cM5asB0wLnnHg8T/Z6hUvRnR7aakcrrLfrPDHOJ1qv+PmXv+B2f8P3bx9KhjPc397w/vUr+tHx28cHPj8+8ZhaxpghknXRMxUrrQWp6msxsG6YyQBdsnP3lwoCkE8Gr3lrFdvzK4PBJ2uRgcE6WFCOG8KeTH1aie+PAbPET29v+Ol+w9v9jtIKxnliysS61Y6q+2Izl1xppWueAvgY92aRuN0KjkLQbyRTC1HWNeOlFya1Vdbyw+kBZZI7l+Qcc8IxFRrjaQSSBU4MzZi5JrJWxH4S9Ezs8wIIsjnCrmAML7zLyBg2SarFBpf/SKlilWhayr280VkdMRGTEpy9/GVfyBmKzMGCV+ocawaXEXaxqjZDdKVYqtfSCBfwuGzHIeeLpPKfvP4wiPLl/Q2fn5/4PAfmPPFaVpkM2xJRlbKQlOYso6a1pDboxo1Galuyow/35g8AmANfNWziouQl3XBk/EgNPRm+jq313nQtD0MktxslaaAXvvXyQBjdpMfgjetFcVv7AdbPGsmHbF03M9+DeXnRAKOgVUYln9vjwwqTUBwAiLhtWrsLRNnGpTEXpraaK+RnIa1dqTQ1an3hTckmS8lAGTtPXGZ9Rlr3CHqs/M8xMRP43wqp0nv4peZtJ7SQepnYsU6hRBNSqra0pIgvHYuDPo2FKBmZ09CNg9A5BFytwFwnRix5j3BYOtfC5+cHfv3tG87HEwePUjxH4FYNzbjhnCuR40SsiWKU+pTKKDMvBa1XXkunjCq1RTZznGNiTVwPoAn15KErRsVex+3mHUCUAq8FWPJZ0EaaCzLXkJFINywrosrx3jLRWrqoi2YqGOAh0348TEOHSdIAjJrBF+rKYZPP1Uwi1MDOgNfGMRJV/2wZ5TWRibEI3lR39K7NeExRHxMW1K6zeED6QSAXcJ4v4COE1nvhlnulI1KUaGO+e64FMx4aW1fKYQDcJwQ9BaYg5VoKeuP2JiPY6Namw0joeCGDAQltoPwCa6Y8HSAwlsAKm+mMHYX8aohaq/JpgWLfXCyCcjUiywKDdvR4v3c0M2pSTRTD0P3+J2+k33/5is/vH3g+TsznCakkuTnIhWcGoid666TAwgFJGGHSWTsIss35w/fE+9U2C3At6ph11Z2dMW8qabbDDGsOdTVijviW41R4kVFYMlWF7BbFUmYinIDbWNJ8lwqTGzE9rvjzRhLY2alb2729XLWfp39DYk5KJ2LR76O/3cTIJOOyFEdpDaU13tNVhuZT+vpJ4NcBlAhkT/ia8HqiHQu3WNyobUAyAjEm1gJrViElfCDx/Dzx+QlEGP6tdRraQSbni3KYnVqzpXLuJNqvGQglm23jUS/OjXKe/F1qSDKDLBojtfYcZOSQfXZihmp1bUjn9X58fMdv//gN8+MTB8hyO8+Bo/LZczOyFGIix0BBcrvVOuaa/HkHo3O96FzJUO0vOPPEpvLuZYHvjakAX6g2Y4P2SMQ2u5+TgyL4x9b+OdVgjY1ibGbrWmwQjX+uH10RxzwPtg+a79pfnGnXajirmsOJlykt+EghC2v/SnqcVTEQDar9lqhOmQ0K9epzTmxTydbJfMEY+Hw82OPEwjqXpK0Eyc2BmIkzcf2zvTUutaAEfUxCg1WCSSWxFmwFt/r2GlQBdhMZlGEtbcpqqWi9UuaQlOi0RpaMXdtUAfW6tqYFmbljzqkhz/Rd79rvyFhXeltsYKrL6BSs/U0sVxMAgwRWOCWfpeL9/Y4GMKVR10es74u19Gd9sRUuGqKSIIn80hCBeE4qftyx1kKrFefzlJSOC0iyGgog+btZwchAjEBvjpkLcxas5wO9OHjAgD2uttzVC4el3MuxBcwlrMQQbnBv8oXjdrsko+T5Fe5FTCJzcgu9palziX1G1lRpXcsT8M9YYsxTzwfBg6e5JNd5LQI8Bw4wttwBMsZruRaC7LB5Py0kylqYRplIdYKMfETIOCEYHFzWIWWrZZJe52W+W7TAICNvM4eNZ7Amwd33XJLQUrSc1lxENAVugVYLmQ4wwNnrMlEm4CsoFxXNYYWWCPJbOmqh3N0Ni48zoZptFWABMzLvPsfE98cJrIWjdzT1kpavdLUZTO38UArq15+/4uvPX/HPv/+TTDwz1OPA/f0dpRSczxOPx5P3gRFwcNU09waKyn+YNwFAyVELAGE9oJmj14Is5fouKFuipUEtvCe9cs60cXLxBrIEAdcsWDFsATbx1mijcL/dcNzfUFrjn0+CbBUvpjwuYEKzh5N5sh3R0gBvFb0xtn6GEn/yiX4ccG+4/Edqux5mb5XzMJIm/uq2ViwR8TmbtsZ7am5wkTcNtich5Zm6fEj05ni/VWQknnNdA02aMZFxSo6k/h5W9BH5B0PAR+7zSSQIsp8I0Kzk/OQGZExKb1di5YIXehABXEAU2UxQ5s8+lJ+PNh4zgVzzWnKxRKjvh9QTf7D0//F0HnNkqSg+UKrJ2fo1PG2vDa/lMvF8joUzDGaMny2VGw0CBlszHtIWgugYACjCK7T9KdpWaV0BaLuz5MIObPffTTkucBnMJHjoL0l8zhXAMpjzS92b/Dgniommmhu9AuOQjJpk3d3YND9+bqLHKwP1HJhr4agV96OKeQCBO3SaJ50Kl08FkkNwLRwEd1E2GFpdGF54g4MgSxet8JyTUVWZkioISU3gFyHnzwD+4+OJY/LPsDgxY7y4ST/Ha3eGISapaBFk1sw1dblNFP0iRoIeqkwskKrpxpuXwBCHl9463m80440EPs+B37594vz4xFsjjdwkNVIvhnkOpE15lEgfJw8Xj8CtFbTWQIOhRPg2f9PGt1REmReKvjZFV/T8kUtIN1lBpVayPrJjjc6YU4sLmUwNabU2UfxDwAJpoJFFprp20YYhumMrjtbEgNkPCkJSBIIsqQ3Y1ihuujcbZcM04KEGsWTi0DO0EwxU25Daxmy2UHGyNtYCvMQFSm4D2Fi7SwQ3CXKa5z/TGBu8vrVV3KqjiPo6pppuADlUKCFEf3sLgJrgpULZW70o2ZtxdLt13Hq/KOuhe41pTkXeMVDaBrczZhseNpkqEohauSl5Ow1qV0ACWc9JlPmmBseKA5OHdFMEejEg5BbvpaDXQrnAn53SXZi25mXggL9qvzpaQ2GimtJkYgUeJxliBkZSllaRxTFXYq0BrIBHsHa1cm31MWWmGQHUqphYbop37U89yx67Kecgxnpf4a6tKBTpKEnBNjC1bcSZatLPU7I7E5dffkNLYE5tsCppV/5Q+7XdWNlRH0+sc5DxdGuUzKxX4gRKxZUkVgsyeDZUM5RCBtcVXwigZsP0QhYByDhoQZBjnBPLn5TP1oIiJkpkIg5KU84I/OP3D/ShYTdwSTxY+5fgcyCW4xxFTJhFg/gx2LxI6loki/jX2g+gbmM8blWo6yYT4u3e0d/uiAQejxO//fYN4/dvuDeaA1spMrsG9czPE7jAqAVDoChVrISh9oIm+nMmEGIwANpwir4d6cj6qv1F0o+hWtSahnjJCP0+Ec8DMZ5YsaUicS1MvHX0UhCL5rYrEnMO0oU1/JdaLkaMGeOrt3E59sIiRXF2uxgc/BmAI1mXM1DSL4D8sQjqlgy0xkXI2npbWxpe5bnjLyPu7T23I1MBE7CQSooCr51iuK/aD7I+1grUGqiAvNhI3T9JMyQQdzKudMesIghaGyDzTZnV93qleTBmsuC4H5Rw8MMwQW8Dp/utpSHnq/b7/he8LS8m0b/WfrtYPVtTfw5q/LuSwKw4bHBh1I7OgQGUg7GPLGRwzvX/r/1K1GIiJtMuggYJorsbKdvQv1uU3821k2FYP8ccHExqA7BocmwbH0/E40FmsMvvcBtoh84DmdgCAiI3kh8ym4djPU/2k9hAguq1/jvUjxvo17Llb/Ql2YteF/Mkrt+1NoBirCmlHihIdDO03rEi8Dxp2jrl9+ZOYKevuGSgSCCN9xTZJDt6OcgCgGYg22xLv4ztQ7LFVin7XisxF1ASPMucfVAmwWL6PboWYmIR545M3oborBfVdHbuWhqBWGIJqF493IFl8pWg2S8fedoRIAPVJDetlexGGBkTF6sFHJ7FEGkIdKNvVTHjEtLEcnFoNnLgPDEfZBd9/elnfP3lZ7T6/8Bc7LPv9xve3m4EE84T43Fq+bsX5LgY4zBJBkFC01o0xIdvOWQInNqMC91DAhK9EOyAFfZFqjVVIDzZl2RD9NZwqO+2UhhJP8flGZdgbRqTC4dtKyF+EIGovZiPbREAzEXgvSCu78fTYLpnEQLJAfVPZAgZTknUrw6HYIMbrFf8vqaAeXrTmTvKYrSyFYWOQOETkhpRM8d7//Mc8B0PbNvAfNFGAjqzk89YxhLjTylCERegcnkZwTSL0F7j6r20BCHwF2Q9JltIylA1u2PPKeLti3lkbjAxVgi24aoRlHtdb/QP1cg/DKLwIxmsdMAWpSAAjUSdh6jVBrhfFFkD/SBg1DSNMYEt0whuD1YGnjDUpeZMN1CvFV2gSAH9P9yp0WNCgV8AiBlzzAE6alOTx0hMJtkQOc0EzANROKBPNUoRiZmMSHN31MFBuRqjg3eMq4nWPSOoy9KhS5oQi/WR9WKd0CgUVyHnN5VqokRZ1k20DeLcjFGxAJCFvr1h6ncWpgXMFppvA5wdU0naZQVBmkTimDSj4hZyCSVlVCWcbJ7nnBghyi1o7loSeK6Jz+fgAbUbw1IuZoCb9JK5qXo0B9r60lIqUJzDlXwosAJfasGX/pLvVCvyeeH1+Hw+AeihguiKG8XWALVNWam/tn/ZPjZLZDbMRd3z1EBNxsW8ms1S+T0Vob1GExxhXpJ38UeDen1SyB/nwDKXRIYIfRHtOcV6advQt1b4D/dpRogOSEBhp8xkccxIjKSmNDP0vOjvLaK+Y0ysRvkLxJQgC8bhntdm+Yq2ywZH4LjMBRNYQ1s7AioO0uTX2hTAFziYsTCMYM0oDogxMOaLxg1wMCmb4p6kGYqmxQhU+CXXu2qJmf65dJEadGcqhYM3FQGXTDBVPBBJX42IBaRjYuIybRaVlf19YCwelB2G5gashWeCf38Fnk82Lr0z6cPccXQd9s7npvwI7v5JX4wZLbB2AD7V6CRq7ar9NE3NQspylpQWnM1ieMFT93Amv68MGkY/50KZrtoPmTNXdG3XNovIKqOKl9hWux6y9hvM8xrmzfsFSKw95IHPcSxKUdfkfR3JSMeHDEx9sOktZiiM8eLg5y5gNyQLEfW60PfDjgSaQNla4V6RBZI9QUwXMQ0C0g2TiQj9GRMQHRreS2/wSY0yGzA24NXo/YUMVMmHzFgL+Qgm+uRQiQjY4PmzluFjcoMzIvCcgzRio1N/L5SzjDHxeDwIbrp8Vnq7AFpT7d9pcysFAKxJtktjJKT3TvCMFxnvxfGlE1hwnZGUf7H2Pz4eV2NuAH1EjEle9KIqiunlcF5gigfFJe3K3kk7N8AHsGv/jCkCCtmgpVWdmWQjXbXft7SPWy8rjn47kK3i83nScBzcCq95ovQmhoW9ar4RdHcjG2sKrDCDPEB4Rkeyr1lBDzRsltFeYswpdkxinA39oPwFY7L2g4gwB61k7V8LO7nAjbK6sBfYkHtRkwQIx1hMPLEXfdyS0uWhxAqvXHRRMvmiyavTRSm6seWLgEiZguY+BqAbXN+H73YV5uXyMZr5QzpJaOO9a/8Sq9CUsJOUb6WG7FIECUZgnBNjMUWua7lna+J8apEwF87HyYSh3oEweHUchyjwhaBtEWX/T/2ywudRgElsUKNw2M4YAvScQ5xVzOcDYwXj7hPyyShozeAWMFSUfgA4OYytQO+F97LADKZ7ceAyfR9XoiQSyEVml8D1BDBgSIG/pZDhsVwgnNH4k5HKi549WiZxZqDPYfFEovI5ShpVTsmVJniW9MJkqqYl1ggD/ICfg0mXuQ2iX31VkUyg1crnKrZcmR/CvP6/2TvveNmq8n4/q+w9M+ecW7mXcgEFQaVGFBUJUqyIqBhRxEbTaERQY9Toz0TBRtTYFcQSVMSoYA1GBSIae+y9ILEb+m3nnJnZe631/v54157L4V7ggCgo68mHIHOm7Nmz91rv+32bBtBioPKG2uTRt7nPYAw63dBZzfSsKkNjs+BjVKTtRjhrybkeW5XFFL339SfV0e/ZfxC0nK8TlVIuh+gCf2hgsp97S7RtlxGs91u3JzRtREygFp99v019k0Ad484nDTnjPdK1zyULL1oR0KiCqn3WvK4l4+E8MQrTMwNWrlrB1FSf4VArIgaDAf2paaz3tE2rwYzcLzJEbYvgBLzPZTIaedFSwxwkk7wmmuy0t0GdfEMWNkxurCxd8DKXBGVhqmtc21UKqE2se5t3XYAHSJVetNZkISzivdNMnHyuNAtehbEUDUF0vfRd9UK20aNxjBPY2GWFqMgXXMTZWifcGO0hSIqIdTSuwmEgNDibAyrGTPb/VrTdgEXLcRNdPy6DqR0m6PmUlCblr8loRuMwgTUJl53/bpJcSmgJsabh51k0Vc6yz2KHUX/EZR/E5aBaiip+WjTrtgv+JkmqtOU9i9zn0OdsGaRr1KxJCWRhRoNauddV1Cy3KElF+XyvGHLflWu57TfEokUUjSRrLW0Iuuk6m7NPrtMpPcnC+lpru064euF13YSTs9Am2jZo74dcq2Z1XSVUnkoiUfMFNeXX5jpZY+jG3qGXHCZJrt/SzIBJraMxOKNCSp0Nvpj0Ru7ShkLKqX4p0MSoF5PV/iK110Z2WsepylfMDjbZOdQmcrm/SM5EUEEkbzw5gqKKr2bHTB7vokNmU+FA9kc14pMd/8pmNTPpcXTjznQKj9YxqgqoKXSpvvaFkA3snOkQUtBmqjFiggoBtTO6MVhL3ziWWDOZC+8sEyHKWnVEO8Oti+g2MTLfNIixDEwCcTRtYBiFNgSmK8PUsmkqq9kHMeWpK9bpuDjp6k+zM25kUu+P5LbBOT26K0QCzZIyoo6yxVIlNVJt3uRCzsxRY6ubpuS1dCDftG2STRkPaAmORge7UjHt9VNjcnMvjR6qoanXpG6WWQCwmnpnc5pj0pydbGhrrxREJuVYHlXEu6lUqixHyOnK49Bq5NdaZnITS2c6h05r4rvrWkQzWTTdkcnEjColQoBgI7Wo4R5TltmyEyE5qtcJZsaqYxujUHmNDLjKECN0GVZY3TBSijSNfm4MUbOzvO8apKN3yiZHTO+7XOucs1Gs0ZT1rq+BcV4X2Nxd37vshWahT/K6EEVTho3kBrp0mQO6gTvXOdLqvETRqHk0BvKc+5CzzozLUSCTj/h2LqLUVY2fsYTGE0PQ6TDZUHNO0/Sd9+C1B4Pk+61bo5w1eN2atNGg0SyCgNCOW0IM+hvkpnRRDAFLJZGesWAj3qoxY3L0J5GdM/Xd8p4TcegI8ZTXJS0LypEN40hZYO3q3AW9FrS3QtdPSbPFKqd9fGxV6RqTBBPCpOePrs9ZpHYVxqW8CXebMQvWKQAkN+ONUaOsScfRdj5p1/Qv2wG57MTmKWyRGCzitRzOJJk0xtUmd2Zyf0mKmz5VVVG66SghBmgj0rbYpsnpu5qlaDD0HUz3K506k53aLgPMSMrp0SAWdDSoru+j+RGCpU8F0dE0DcMohLZlyhkGq5bisUhIGmmsXV4n80SUVs8tKa/9dZ0Fgtz8MGd8yLWEc137c98VvEbMk6HrrxFyM21d+/VarOo6Z9VokCXkfyRntlZW7YyEljRiNXNO1/6oKcWiE/aiq7Tcx3S9svS3F7pmd5vKJ60zGrHMQpek3KdBEiFoFqtEydG8OIlcNm1u3uh0r/Te400W1fLan/J3QHQ97yJ7xjuqPN0mjFWUr7yoHSdqLEvnFOVMJ5ejogbtj5ZCgspkcbsrp9PvSbcfx0DTaPZJbHWksa91Gl0XUeuuTZvX0xCjJi6m7u8q9Hdrt0ZYsw2EruMmO8LjsTan9dmRxPncuDN2vp/+nvn+cPn9JAcZYggq+vs8XTIHJIzPWW2dE3k7z0QhxdxTIkdoRfs3mbSpCajpSgPR0kkdQDGeNIdFdCqJswbX66mDg2DritiGnL0l+S7X6yRZg4kWm42HJF1PLbRxv3PZJtAoua7fuQlubHMvBEdsdaqP8dq7UawhJJd7ncjkGLsJbRppj/m7aCCJXEpvDVROJ8YkNMveZufYWUvd0+DWsIk0oYEoJALzQTPGaudwVvBAK1mgzgJudg0xeQ22Xe+YSTA8twUwbiIcVV6d3hRTnmxKbrAO3djXa2e2ZGcDyU1FXR4S0DWUbYM6rTplxhJiyAMQnI779V4HloiWdWljXKc2sMhEaJusg1kQs3kPi7nsCdTWanLmQj/37tMgB7r25dcFLHPjhtmNc7TNmCUzK5hZvoLeYEDbRpyFqZlp+oM+IISmQYNflfZEwk18lIDJ9q6eL3JQVm2JqMFk0e/bq2q8VdECEfAqcunaYib9Z8hrvXEWk9sdpJRUlOgmiVn9rVJMtFFbLnS92urK58ETLvufmnESjdGJg5IFaWO0fCzmBuFdEL7r85WDlZJ9P2/Y1Pw7G0pdcoUz2uctpoS1VQ5WqZCT2gbtcpGoXZ0FzS5DRjMCU9K+kqbLaMoiX4pRS7isx8NkOESMWllC9u1NFjommYV5ne/ELI1rG9Qr0t4/1vl8XzCxa4zRfmWpE+1ykkNMel8lEZ3AdS0l33b6YCKfG8l2ZF57jKjgQxdUuHEWLaJM9SpiqglVJDQNkuvxKqsTVTRa120+iWRzwzE2lcgkiZM6t2i030Ptcwf9xKSZjLOa/u9cleuwYNgGxjHR80KdDbvOYAE1mkNSowAEsVlJC7l8wmgTHWP1AvNiSZ6cNZPwCVqrdbFtSrnuOU06Fde+ynWFVsWetp0srMbqBak111kVj3khzo5c59RLZ0BlgaeVrMoKpNB1EZVJzWLXGMqINm10zhJj7utQqdObbZCc/aJGfddAU7LQofKMilouJUyrjzhrmKrUOZkYgIIaHwimr5OVUnY2ZJJdwKY0qKh3Z890E1ty92Nr8flY2ux8tICESGUddTbAnFNDMiV9L5eHiGtDxiqXh6VJsyxrHZUhR+MMPa/XgHF5xK2A5CidEYcT7QeSLEg3zaVb5E3O3Ig6zqvbs0LUG17Tsjc14OocuBAD41bT8Aa9St2XrKaGRB6NrNGLrp+HtQZxjnFoJxHjLsoTY2LU6EwJl3/4lCLD0Zj58TiXxmhZWVtVuJ5OKQhJJw+BLj6VtZPohze6QEheJK3vRrOpUymokGbE4/Pi1bY6LrqrzXTG0fNOM8Mq7fPTBkswmvXlnc9TnQxtCJrF1LbEFLHGagZIFu5M1GlONqe5SxZnJEUVYoyKdSlp/xxrLVU28bXUKQuIdGPPI8Z7gtFr1jud1BWNpuzXuWTO+IqYhCan2Xrn6HmLHahzrJlj3fjPNBFFk7GThfn2zKBXkcTT9nrajDFnYlTWauNwa3M2hBrREjUrS+gaxuWSSqNTeaIBExPUZOMgZfdfM8OqutYmrNYTUJHBRaGuHJXPjqQxmCpHtCVnZVk03VM06p6C3gemE2By2rBzlpT8ROSPSQhGSxBCyGWVMSFBTfq6ymN7LZrq2uj3sejan1LuI5Sv6TZGTUOeRLeysJENoW60cJQs/gCpCTkkIxjvMW5TU0AvuTGtd8SurLWnKd6d2uJ8pSVq5MyElCbGk6783XqTMI3JPZkAbyeT0UzOHDKVSl5mkHIfmry/pZSnWDDZ51LU/cAaqKf7us/VPTWk8+8fW69leVEgN193ORtQjzVov62QJr1kLGiZUi4NTtkRqHJ6cszXTF2pcGqcRh2bHGXFqWHpJZFynxPJ62fXg0mXWZ1qIEHLm8gORdcMWMtk2ZRCnCIhBMZNwFYVg36dT4eZiMfWAyYiQcuwOodArKdpcpmU6Ofq2h8Yj0b6va3VqGFoGc0PGY7GKvZai60r2l49ETAx0CZy/baZCApW8th60SieZvQYJCQwMf92WtJlU4XPvbFaSbmE2k0iebXXf6osQIVoCKK9sPSazA3fG4Ot8jjOoKMuvdVMqJgSRPLar1lKWiaRr6mc7eSsIeWAS1fGoPtqLsuT3FcmRt03fUU3hLIb8QoG36uoas2+NL7KPZC6SW3aU81Kj4QG/rr0fnJGrmSHxNlsgN+eEXUsJk12EyQTsb6XsxdatTk7cdU6aMZY60nZgVVbQPJ51gwjV3ktIXZpUgIcYgKbxbMEdBnbeV9JsbsuuqBjdnYw2dF0KoA4r75AzppJqNMZQBtAh0hKIQs2OTiYey5otqDNI2PVh2hTpGlbnQroPK0ILmk2tZbLmOyUq+1lnJCiY64JYHMzTGcZR22am81bnXZEyln2HlP5XIKYe3zlyKuhCx5BlAjZhkU1EA0uGp3+2PWK6wJTXXApuyb6gk6gdN0wBMmNf8NkLXFO92PNlsjfga4fkdrTzuu01oH3mjEWdUBGilpOn0QzjX0Wu0JnXxtydnXCV1ruV9V9ta0lkYKKDDGpWFEZy/zsHOPhPK7ammUrVzC9bBmzG+fBQN3vUfd6gO7hkkJeHx2WkMvCBXLvG0Nu7J33J1IiRqjoROFcOmjU75pk2KIBxtgm7JTuC5Ys6In6tFY2ZXSn/H2bNjG0uvc3bYOW+uSJlKS8J6lvkp01tTvRtgi9qqIlMU46iVT7yDlsCnnynk4vtUmFGV9pgLizDazLGRzWZnEpEUOrmVWSMKK2hs3+VRsajOuD6AQkzRIyJOMYh0b3fWAUtVLD6anOE38siI5q7vbF7nyQ/XBSwvhNAyrUGtL9wlpIudcayETMh04YVF9J+zlqRL+TucVs8mldVktizvgy+VwkTM6u7W4vDXVpW4ts79ukfQRu6XIeVWDBRTDiCVFrEo11eVGssqKrTinZ5uwatEQxugHmekqspunjcpNQYzBGF0JjbU719Zg8azeixu4waAPXQVXlmuOsuIrRHOlcpik5qyCJ5vR7p/XKNosMmn2l6rqOYdrU8KgKkSa0mkYqukx7l8dVGv3Rx0iuU9SFPAExmUkEVJ+looihm8yj3y1E3dRDTvtzubyzjSosGaOpkl36IFZTUxPo5AeTOw9bM+lv0aU7dVEevQS7zc/Spc1Y0JspC0rdOEONZOqxO6/KM+hCrGU3ZlIvnya1g9mgtoaedZhaG00houKH6eq0Ha5LVRZookYvrSHXQJucItZd8CYbvtrAaeAdIUKTBTkRoc07iMvntHPqSKJTAPLntsEwyqUi2UfJRrZGOBOWkAKj8Zhxqw6ipq+ErDSbyWani3yOZCXdCXu1p1dltTtnUehyKzpSz+k9oJFBNfRSNvZj0sVAaznHGgW0GrlJKTIajRkOx7TjJpeQWVwTGLmxfnZOSfdEdNCO0bpdhBgCTU6JdjlN0jvHVK+myaO5jakwIV/T+Zq11hBdzGl06PerK+pax0XqYhs060ttE2yVRU0xarxKIgaHWJfTVPN9kCO8lfO5jCovUiY3abOaOqtlAhoEHLfa4MyKlr3ZfO20rTYXdTh6lZYzQW4q5bSXiVh1uiqvEepx0maHrSGPVydn0XVrTDbYcplf5TzOW9rm9m1IV8aSnMVKpKEitp0hlhuVVfWkjjXFhOQ+DCY3/ew2rlzTlY060WhNT1NC9bezeZKK1/0kR3lUbEuMQqRtA71elcsmdJMRnWmX34fcX0SjNgC+rvNapL+zRo6AvPYZq/uO95bQRlrTENs0iQJ5p8KfHg+MO0e9ExOCTtjpJlsZSUiQXGqio/985XLpQkKDlLlu2VltgBtN7gOC1vgmjW5hjUZ9DFiXp6x14kRMSFCDozs+uqyT7Ixz3bXfWFyFRt+jrgvO+YnY773D+WyIJ814cc7i8uSdFDVbB7KB5DRqWvdrTY8Wwfd6ug07bYrXiRRJ0Ow3dN/s9tPQBojapNvm0YTJ6trfrytC29KidoaKVDm7LjelthK1lC8b3cZqFDfYnImSj1WNv7z2G+2DEGLLeDSmGY82iRotiNXJXibmpqZ57deeVbpH93oVvdqrUG3zcZNwwWAlaClgLs8xla5BEg3taKzCW4qacj4ea1ZQdkZSCIyHI4bzQ8JwpNmJztGMW/z8UMWjupqMPw25X4RG/TQY04rkiX3qYFbe05/q6SSIJFSmIkY72RPJ00ti0056gdW1p9+rdRSx1/JoExMmaomSuJwCbQzGxk0NXZ3LY6g9KTSTgIi1Fl9pCrmm1JMDD+QMKb0nde03NE2rgcqctdNFZkPTZEfD6RRA25VUO3xu8o/Jfc8qLc1oogpcLZpFFAVs1fX5QRsP200lTV3wJjbtH2VN/bPB5RBGF6jJzmmKja5DmNxHLEf0DZjaa5lgbNUeTd1EQrLD6Ag5eCQhZ0IZi3Fh0z5hLNZ4LW1vNfMpAaSUJ03qWqBDcnU9DjGqWC46rSMZoyXc1uNygFLEaBzUaKPbnDwB5Ow/dLpKSGo/jdrA7LjBitCvLbU1udm2Tk2xzmv5naTssGnPqypFRCypTfQ9OfgZCeNWnW6rfY+0/L4LPmtmoeQeJd1xddkAGLXlVdyJOtUMk32jqBlseBWKICs1IFHtHs3G7SzhnPVuDKFptBeh3m2EpIG0TiQnO6fJkkecaymUDqnQbNQpaxiNG6JAKwaTyF6RIVinWRq5Ea1YyzgExuNWy3Z9lXscWVKbxa4sAKugFRnOzzM/PwILy5YvY/mKZVz1+8sx1tAfTFFVtfa9GjdahtkFdMg2HuTGsZqx4Elq9xltIm0Mk3VJkhCt5OEU3VQ1oxnzUQjoAIvJRCGTs0cThInEILTofTAMQXtxJv1bda1BB5oBns+83RSwm0yDRb1V47SUxmT7VKKujRFR8UBER9p3DbqjilBis11hDEiaBA+8dXlfhW6QC7airmSSdNCVu3Zl1TFGbewvKjiYHMAXk5utp1bbM2Thm+7WQnIJqwoZ6nNLFrfyuSXRJG0RgtFSp651BCK5yX8WrSb3g/pWNo8gl5T7tOVhM+SWEEgimdzfUMAbsk2ldixZoFTdIF4ryeEWzkRJOXoNavxao5kWk4hSFieMUWFDG0fphRxlU3qpF4exITeEVOezy4Do0oUq77WvhHOTk9VNVIhRx0qOWr1cq3zxTWTllBWq7mJL2tyycn4yj10k5TTTXHtmshiex7dYa6ly+lBXQ6yTG3IdoRGkVoOwizbWRut3m5xlEJOmtTpjcxSnG12Y6+qcqt4xmmz3ZvUsL+aGbmStGtIiMum9cW1jWdV/jRJMOh1PfvwupU6da8lRBSThvUFbBXVRd42a6QWvKbAhAjZO6s1BIMlkYozJyqWvtDmkJHBJja2uDhCjtYm+zpOIct8ZZ3J6pnZWJYYs0OSbqLKWypMzCBJt1M3Wodk31mpUuq60lCnmjv7e6XhazYwySLRUzjAOQpsjqR5yCp3JI44TsRmTxo2qx8aSsiMRstFYWxVnxGv2B5LoeZ3R3iY9hxppkUl2C3nDUQMkZfvQgESaNkey0WumaZqJICc5jbJpdRJW17jLpIhJOiaUvCjWeTpREqOjlZHcBE43aJu0z8qwgbau6HejJo0gTo2CmGyORiTtcm8sgajp5z4r9zGBaLQ8Jr0Ho6iGa52jsk5rkBPaW6RyOr3Ee6LVDKxerfdUzAuWnit7rcbCOu5bJup1Xojz9zNo/4qUtJ+GsZa6zg0cTXbqsdQup9oj2WgzE3HQxJx9kJ1elx13lwWeGFqCyEQYxTic6eKdt0800gcmCFXQ3hviNIrr6jo33ZZsUJFFMDsxrLt7yqkvirWVNpKMm7I01IjRXhK+UgfRGB1/kmKiDYHUaslDM9am5D6/NoeEENFNU1JnaAS953JJoDF2cm/k1UynbUVIWliumUpV3hZjyFmAXQO3vBb3aoLVpt6kpI2us3PXNUoMTaO1685i8XqdeV0fNN1KR4sLaoRYdy1HBTW6Nwk3khvPOX0tgNG6f8lOYFfDnhOOswHK5NrvBCYbE2C1SanJI37RPhGI4CodEatTtaKOuc3NPqMVYqs9OmyuU3ZVjetp3xNxmg7djbDF6tpPr0fKU4hsGzaVdKhXhDTam6UR/R7OaQZbSqKCb8xGpskif2cj5JHlMaBNagWizYKXs0jQ/kpNmycXpKRpznmvtcZq5HQ4JI5GOXV/0z7ahoSpdO/3xiA+74kpaoPeytPmchSXm+RZoOvHk40KjYClnKUqgeZa0bFxFMJwpNkWISES1BEZN4RmrI2Fc08ZEwPNaJjfJ6/9uYZ/3OZG/VHXaI/FJL3+58djfK+mn6OfIlrPXjtHzFHUTqQ3GGLbYpyOKNU1N6djZ8M+5GlAHiaZHCLdOGlHXVcYr9PXInpvVr0Kkw1hUKNfA3BaQiwSCa3alN1AgC5qqfEKoxOqkpZ/G2d1IEHlNLMy2yjGWUKr0yJtpT36TOrW/jgpZ9PJU14zbnP5QWqSlvRmwc1Yh+V2LqLkQJ/kzCRMAnRd0MwsnYIW2+zUiY5BttYToq7X3WAGay20AanUoQ6xhQSV63pSgE2SSwc0EGVypD/GAMmoMGnVpk2T1S5nBprOfvcIWgatkygjSRwE7closz0mJpdWik7zUfM7EUm02QaTlJhyln6vYtDv46repNzHW0/XH0SvlaBOmrX0+n0a19LYFm2kG/DOEbMTa7IoG9pWJw9ZDeaob2JzE/6UBc3sfJJfh2YxRtH1RX0TIGmmSpqUcuowD2scSKOlIi6vATHSoL3jYtsJTN0kTnSqJSAWYgp4vA4HqRwhSG64r6WP3hhwldr3+Xqw+T5HErT5XGtaNDGGHIDWZuBV9re0l0ykK5I1uRQ+ijCcHTGam4OUWLp0CStWr6Lu/VKzPnuV7meiDdFTaCEL3in7F8ZafBZLtDQ4T/UUsEY0mGrypFNnIEV0KhVgcpAhCs4L46bJWTYqJGnGj9of0gbaVsAIJoxIkqhFqNFgozEqulkxueRFfWZywpDxnjamXDpkJoFtRFtqpNDS0P1Nf3cruv9Vud/WJmUwasapq6isoaKndlSEmJ/TtPl+zn6JhTzLT20uugzVpHu+Sa1mEFntI5liq3u+tQRysgQJL6BFlLlM1qp9bnI5l7pQ+Q7Pfqy1GpU1ubRCOoFd8ohy5zFikdx3K3V9WchZ/noRT4QTkyMEYnKj6i7IliT7frn3KDYH1fRc2+y3Zm/0Rll8Y1lBa2OTpu1Jjup1ih90jTlT/glyCk/SF7u8cGjHaE0PdjbmVFyXfyR12npVhXWernFRV5/q0XGSVW5IOB8SqY25H4udZEHUucOxlUQ3rDZFj1ReT5xAEM1ssVmxyAGQLEDkiDk5woRhftwynbNuutRZW0EI2pFbVXiTDT1yxCyRsgJvgoo+xqXcLDR3T7bauyVlpXkiPuTv7rLnYSTXT9vsXGaV2nRKZP7cKN37qlHeHZeWeunSqmVFWltZOe1CTUyTTBDnHBhH5QQRO0mLimJyY79slBtV84x1dDEBbJUXJdXQNZqfxzrbRJVEUymzetu2QQWcEFUUtJs6/aeoTXDb3JRPJ1Dot9YMnU0jv2IOaaVc19ip96o15Prz7F+oYCB4yQ2UYiCOx7TjcVZkrS4cUa/NKCrkRJNLr5KZRA8kG3pq+HVGswoDNpedhVwX713XsLCbRd7VaEedhmEtg1ojv5KbN7f55pOYpznEhEgLnYFZV5o4Z5JGPUVossDorTr/BhX1UtOyIQtzVY6ieGfz+GRDbQwpaeRbRBBraEUbTdo2z6DvVPcotDHQ5FK0nrOThoWqKxuscXm8mslNqgz9nNHSLaTe56lEMdFkJVlSQryn773e/6IritbtqrHTQ1OC+7U2MotoJgx206jMLvNBeyZoSnonoGgmWc5+cjaXCeRm0jkN2OS0du9vQv/tv0BU2NMeDTblppIJjM2ZbsbklNYE0Uwce5ms/VmAqBwp5aZ9VntZmOws21yy0qtrrK9yBCmnD1dQSU1oWy23bFqGIZLmxyoueKsRs5R0vGI2CMgZeqn1UFebImMpG4E5spryWtytLc46HWfutD/L/Khhyjpcle9tp1HS0HajDyXfF935ghBSHufoVYxp29z7IvdDQfKetUlUcfW11n6jzS61z49gvBraWqaTxZGUoyh0jrtu+i6XJyTb7R05iIHkmnvtK+KqKmc+bMoCtE6buXqXf8cceUp5/1fnN2cfGG34q3tJ0kk+5NrsvPbbqtYAgfP4KiF1q+u3tSo6gUb7U9fjy+apKiqo2iaPIfRW9ej8+eS1NxkdO0zuM9PVmJqcISHZ2NLtUicwhJhy+aJmfYThkDAc6u/odcKUJO3nFGMCG0lBbZaU0LHY1miGSpcFkjMYINfL5zGfId8v1mt2lmShxXSGZAiEpsE4S7+n06hSLnFp4VoZGDr5RBoQRrr29+pJKrPJEwq67A2fx7/abOfIuGXW2twvTsUP53OjeLSfmKD7JikhztCmpA1CAUy7yX6LWtLURiGiPeMkRwIn9oh1mLrOpdq6d1V1TZXXUsFsakwYEyGL2yIJ6yrNsrSbSuJSjLRBgyjWO1yv1qawov0DrIBk58jkqK/p7IDc7Flyv5ZGtGSIpOVq3dovBlxMk2bSJG3cfLsmi506IE1LVsQIKYLEVu8ra7FVpQMLjDZ+DylNMuu86+x5EGcxYklRp1vZvL4Qs82aA2L4PGMnipad5VIgyIEo0wmW6kwa69ED1WwHY3KvqCTXivBbnNe7L0WjvaFyYND7nO1qDLHt9gdtym8qS6+qsVVFG7UXiHea0aJmRs4yMJoJ241p9d4RRW2WcS5TdznQrAEH9WtiCPkaVJvQGo2Wa4uCrixTD9V6vVe9CBG196II4xg0Y9p20+VySU4OnNrcFkF7AZHXuKA9mMjNRLtAg0UzkYUsVm0K2kJX2mM2jV532lswWY91CYxjHAIV2vQd5wiTcn0VONu2JcYWQVtBpGxjhyxuppzTYYzah2HcMLthlrYJLF0yw8pVK5mamWZ+fo7+YEBV1ToVcDRmHHQ90YCwwYhmnODsxL4HzdRsYqRpNSO8zqX7WEtEs+Ot91Q2r9eigzl6dU1Mgdi0hJ7NLSTy6bEVQQJtTFS+onYVPvdhFNQmilbLlYTcPBij5TzoPgtdr8+uWxU5AyhnWbeJttEm5yEKZuBzpUiXdGAnfghGJpMHU7YRogiuqnDjhjYEgjM5w8rrb0TuX5OFLx8TWI+Q8tS3hBi198ZRgDix022KuQpB7wuN1wrRGkwbczuNLNCRexlCnqKkoqhzZuL/aetFk8t2hK4uzaAVJKFNuR+WydntajukLNhYm7NXvJtMpTNZnEomB7lNd6b1r7HLYpjsrjfMor2DNjZanxhjXuwMJptMKUlerDSC0KXjL1CE0EVPmw6BiKXNG6gxmubX1Up2k1KyTgB00Smd2hNipIpRu7AHjRZK7njdxsiGsfY1kRTpO8NUbq4m0S4QOyZTHkRvIkT/pilHRlU41NhvYqKdHzGoK3pVldNHcxppVoPVALaQgtYnWx012baRKgrexZyGro5ilK7/Qv4xvJ+oarpcyabzbHSxdMlMmnh1RpvpFgcjOHE5jTurrkaTLpMRTEy58aiq3c7pOF5VMvMPljRlUMegaePa7kKPOU2OHCnSOubsbNJln1jtom/z2F9f5caO+Xwa8vg0PWcxqWOBqEGjC7rJqfFMsno08qoRRN1wnKqWuZbaiPbkaNugncyNwRBpQsyvzwaV7RyV3FQScop9owtTEqq6UuXY6Hfw2bHpnJQqG59duiAwia4mspOZs1wEJql75N4d0EXgTW4klSbKqtRa9qMjlCMWjYKqu6EOhDe64YcYiePcQyXfX0m0zjxE7XKesqGgtf0pZ4EYGueoKk3zbrKYI5LFTnQEd1fLGGJUp1XIo0ErEjkKbcAkbcTcKb8hC5F1FicSAkmdmph0kaxyimXXtDXl6ENnJnljqSttomiSNk10Vqh8LtPLXemd99p/Jt8N2vPEaIQx31gpCbicuWS0g7pzhtmQp1xYt6kszFlczqbpJrK08fadiRKbsW7ubTvJ/NCxk+qcGSymqrTf02TNUmGvW5foIkDekMQRGo0sW7ox4Lkk1Dmg6+Sv953+NgafGxHWvUgzHhOboI5X1HHJIUQ2Nq2KrjHQMzDwOgVG2iZnFqnIohE9vfdTTJNmfd3ab7024+z684TZeW2A1+/le1kzHpJoppqu2Bai1mMn72iDRtd9ElxMeWqP1jDHmHKUSc+Vy9OIupr/rsFcJ0hKTDldO9/p2Wg3tjOYJGd3aClDl4nWpQuDNgSVpOmz3bme7FsGTR82eg9oZmnep1KaCEXSfXd7rUa/2bjroqva/FsdK5eFGLLwkqKfZGjEqOfHxDjpndPdcyL631300hstD60mWa9q8HtjMSY79U1DDG3uVRC1D1ee9GPyPtmdLyFPrGkjYTSiHY11tHwf6r6uI9o4v+tlo2aWTkOyk6ZzYnStcE7FBdEIRi47zXuivZZhmx09a61OzOvGtKaI9NQBkZRyA2editOQx1FbXetsDiZ1+6z+9kx6e8UktGMViDCiPVGC9nnD6LVWVdr41ZiuuZ4anAawdZUzdYUQEqPQkgR8VePrmoTB1T21U7om/GZT5q/QlVHm+yPZiZCXyNmNoucNQET7uHTVft66XALns80Sic7ifXY0YsgioDYw1Psor9lOxVibI/gpJKzXkk4rkJw616nVsibrXb73LDiLT6JZLVnMCuH2vfanJBin0W5sJ5AmsFou1qW965hs/f2Nr8Hq3u6c1SljMBmdHSRoFNlkx61tcanFVXXuf7RpHUtdNoZoplQ37VCw2WbXflBtbAGdTonbtPdLLlO3Jjc7RR3YlDMedOnT7N3kHRI2CeJdXwfnPPiKkCdwOQu110ycJk/PUrM4238pTSajDOoenjHjttVjdRXGW502Fc1kfYqVB9HR6jqsWMv/mqbVLEG6DJ08bSvbrhLyRJOcHU6eJqjB4IB2TFHbLuaMImMMjqCiWM40Ive90m0wB9HIaxs5c9/o3mOMUHXjwrNYba2l53Xv1uwC0TXPaLaGzb5HmxKjRs+HdRXOeb2/BUYhEoL2W3KYSa88W9WkGJjbuJHRaMSKlStYvmorlq1YjpXEzPQUVa/HeDTWrJqskzjjVShP3fSarvG7qBBoDanV69fnPUUngFmc0fLC2ARcXWvWlUnaYLbVbEJEm7NXPvsUAj1nMHXFuM1TDHMDnJhtoijaC6Zbt43EvKbJ5DnW5AzyHBjHWC2dcj63GBDNaLJ5sIuYSblw14NExf4sCGV/MyQYt1p6ZkBt5KABHnqV+mDWEqOWRKWUaJ3HOaFOeRwqIZ8r9BjQno8qt2VxIrS5iiJXD+SMfDF5PySnNpjc4DcLkZMSIbIIn8vFJCXaLLhYo+K49pLTMidnclnexJfW47NOpRptPi8TP1XQSVVdQ2py8GyToGMn4s9iWLSIEqNMFotO2Ai5/ANxGJvr8kyXjSH5Bo2TjsviPBJbnEqh+qXRaIl3UFfaHKkzzLRcgMmi5pxu7t5ZYvLU3hGDpwmS0/2E2lsGSRvnDFvDfBuZHwdGIbE0Cf26q3fVyENCUwi1L0OcpD5rOl02tJKmOUmMjMZqtFe1y4uEmSzETg9SU1gNTPc8VWgYtZFhE4CAda0aZyZPjjBGVW5nJ0aEyT+6yzqJIJOobuxS3UwWQAw5LVno1BhNq0oTEcI7bTiKMzqdJXaP6wXeZar4ZHWsYj6uLk03tWrEVS4LNKJGYZWNRbr6NKOZF7VTochY7VlCdtKrLjoXyCm3WkpjswPTRQvV1kz0eoZ+dqCwln5dT9LEjSGXBKlS3qZWMyNyWYxLommaUceYeQNd+8raae8br/cPMajRqg5GnkaBTj2iExesgdw7AIMa6FGPwWTxSB0Xk3vfuJxOKJvGnGWV0xo/0cCStbQxi0xJe83YHIklT74wltzc1THVr1SwzN3MtWQuEiPa2KpbhHNWTEiJpm2pkmfQ0143qTOFYiQazX5JCdoUcgaJUZEzjz+NUY3JbtqRszDV61FVGt1o88jNmKM6klKeGJIdKGPxVp2QGBNjozWK3uokIxVXtayi851FRI2WTou3jsrljuiSaFqrdf9ZmNPvrc5PSpppFEm5ZE7ydJNuTHfOEKqCilOSBbu80FY+r0NoiVRa5GL6l0rsenXk31Id8tz/AohthDZOJlSJzeWDUSNlpIjzQhxrCRk5qiJ5nfTWUPcqdWa8ZhYl2ZQV2GUy2CxOxKjiX+wF7bHRBlKMVN7RS5HYwLhJDMct88OGmZCYEaHXj/i6p6m8efNUA9JM+hOZ7ORhyKUuagBK0iiXRO39oKHZHOmTa6/9gNU05bZtGbeRUROQJqjDZjUPJMsA2kTXu0kvLawaEl2NvCQVWAUhXXuMcxZhO+Gii6hogD1miRhcpRMUvLMEo1NZTCdo2dzVwHuS0xppyFOXvDpIbWixov0ltAmdnXy/TkzqRDVrtAG7yWu/r3K5KOArLfMNjRCbnGYdWx1BaLP51f0eIVD3exoFzgJMr1+rEeTUWFNBXI3TNmo5QTMaqzGVy0JjG5A2ag20AJg8PttN9oOQy8QkN7LW9UidHUSFJZsbr+tkSqFtcs8rY7JIpEabs9r/Rtd+/R28c3ktydMQXNeAWacTxpiVsqhZtSlpnxtimExAqystWx30a6xofxXn/aR/UxDJ9eLkJoKtCi1Rs7ZSr6I/6EbAa6FiCi3RWfq1ZgG3adP0uCSGcb7nY9SRlt20D2egP92nqvQ+DY2WP+ran7NZrcFWPmd0qnhvjdoRrYnazLsLBiCTfi4m3xMaYOqasxtwlTptGt6kbS1BJI9AzpcguqykpA1rO3soRV3TjdXPlKQ9KGI11hBg6j5ZRSpf2Uk2cNNqr6PbM+pMoE5kzt4yxkFloI1oOXwFNvcIdF5HnYs6NtbopEBX97JYrT09SGO81VIRSQHrK7zxBLVeJ8G5lkT06kzF0NCIZodYIjZnwEuKWFcRo4p9RiKiXYR1tDiWlFoMPmevuWxjaC+srnGmiBAtxNxvzdo8eS6PWjdZ0Okm6rQhaSAraF9D7/K1lESdZTTrq3I63CAEzRbxtiIg2KTlhCG1tKnWviQ5wBmS7kUiWian5Q+CaRrN2LNamoropJSYNJuwR61B3txU3wHO54bmQYd7qJ1bY5w29kdSjr6rQGZEnXaXvyfGM7lBxeRgCZADETqNRm3cJIkghiSNisPYSTsA6yxt0zLfaFl/3+u6r6OdG1xKVF7XeyFnX3TZ5ALzs3OM5uYwxrB02VKWrlhO2zT0p6fx3jPfbiQ1rfZvzM1UNf9SxRxJJvfBcZiUcv9C3Su0i44600l0LRCjGSWEiMsNj51R2zu2msUhzpGi2kXGelwtVIZNjfbzTdT1ADE2l1elbsQ2VEb725BLYZLkRuhYcmQ0V0rkoK2ANYneYJp+3aPu1TmLKAsF1mGI2uQWgRgYt4kY29wvRTOuXBb4xViCWHpVhcvruFY0aOlbikKqLD5nCYo2vMGL4Pt95kcjxk0DRgU7rDYf96K2XdefpOvXaTC5T6TaV1oubifDLbqpWJqZkyavT7kzgpAFKJszUCs/CRyZpME5yT3jbC6zVb862xg5QCqxK7HVy9wZrfQwplv8uv9xI2uk3O7bjxcKhUKhUCgUCoVCoVAo3DiLK/opFAqFQqFQKBQKhUKhULidU0SUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUQqFQKBQKhUKhUCgUCoVFUESUPwOMMZx00kl/0s885JBDOOSQQ27Wa40xnHLKKbfo8VyXP+T4FsNOO+3Ecccd90d7/0Kh8OfP2WefzW677UZVVSxfvvzWPpxbjOOOO46ddtpps8d/85vf0O/3+dKXvnST3/Nzn/scxhjOO++8W+AIF8/N3Y+64/3c5z53ix/Ttflj7pe//OUvMcbw7ne/+4/y/n9s2rZlxx135PTTT7+1D6VwO+Ld7343xhh++ctf3uLvfWvY8zdGsXdvPn/InvjH5pRTTsEYc5Ne86Mf/QjvPT/4wQ/+SEf1l0URUQqFQqFwm+HLX/4yp5xyCuvWrbu1D+UG+clPfsJxxx3HLrvswjve8Q7e/va339qH9EfnpS99Kfvttx8HHHDArX0ohdsBVVXxnOc8h1e84hWMRqNb+3AKhcJN4PTTT/+zEnBvzvHe3D3xla98JR/72Mdu0mv+FOyxxx4cfvjhvPjFL761D+XPAn9rH0DhtskFF1xwax/CDXJbP75CoXDz+PKXv8ypp57Kcccdd5vO7vjc5z5HSok3vvGN7Lrrrrf24fzRufLKK3nPe97De97znlv7UG4Sw+EQ72+7ps5t/fhubY4//nhe8IIX8P73v58TTjjh1j6cwu2AJz3pSRx99NH0er1b+1D+JPz0pz/F2ls+pn766aezatWqP5ssl5t6vH/InvjKV76SRz/60TzykY+8ya9dLP/0T//EC17wgpv8ur/7u7/joQ99KJdeeim77LLLH+HI/nIomSiFLVLXNXVd39qHcb3c1o+vUCj8cUkp3arR6SuuuALgFhV65ufnb7H3uqV53/veh/eehz/84bf2odwk+v3+bVqkuK0f363N8uXLefCDH/xnFdEu/HnjnKPf79/kUog/V3q9HlVV3dqHsShGoxEppVv7MIDb/p7ovaff79/k1z3wgQ9kxYoVf3YBk1uDIqLcinT1aj/5yU846qijWLp0KVtttRXPetaztugcfOxjH2Ovvfai1+ux55578ulPf3ryt4svvhhjDB/96Ec3e9373/9+jDF85StfAeCyyy7j+OOPZ4cddqDX67HddttxxBFHLKj/3FLPkSuuuIInP/nJbLPNNvT7fe52t7st+ib79re/zWGHHcbSpUuZmZnhAQ94AF/96lc3e973vvc9Dj74YAaDATvssAMvf/nLOeusszarT93S8Y1GI0455RTucpe70O/32W677XjUox7FpZdeOnnOv/7rv/LXf/3XbLXVVgwGA/bdd99brEb/wgsv5L73vS/Lly9nZmaGu971rvy///f/FjxnPB7zkpe8hF133ZVer8eOO+7I85//fMbj8YLndXWz5557LnvssQeDwYD999+f73//+wCceeaZ7LrrrvT7fQ455JA/Su1uofCn5pRTTuF5z3seADvvvDPGmMm9390T55xzDnvuuSe9Xm+yBi72vu7e44bWUoCNGzfy7Gc/m5122oler8fWW2/Ngx70IL71rW8BWkP+kpe8BIDVq1dv1tfi9NNPnxzjmjVreMYznrFZedIhhxzCXnvtxTe/+U0OOuggpqam+H//7/9Nvuu//uu/8ta3vpU73elOTE1N8eAHP5jf/OY3iAgve9nL2GGHHRgMBhxxxBFcc801m33XT33qUxx44IFMT0+zZMkSDj/8cH74wx9u9rzuXPT7ffbaa68t7iHd8/bbbz9mZmau93v89V//NYPBgJ133pm3ve1tW3yflBKveMUr2GGHHej3+zzgAQ/g5z//+eTvL3nJS6iqiiuvvHKz1z71qU9l+fLlk/3xG9/4BoceeiirVq2afO51sxW21HNksfvRljj33HPZd999GQwGrFq1iic+8Yn87ne/2+Lz9thjjwXndUu9ZrZ0fL/73e948pOfzJo1a+j1euy88848/elPp2kaAK655hqe+9znsvfeezMzM8PSpUs57LDD+O53v7uo73BjvPnNb2bPPfdkamqKFStWcM973pP3v//9mx3jCSecwDbbbDO5j/7t3/5twXO6vjIf+tCHOPXUU9l+++1ZsmQJj370o1m/fj3j8ZhnP/vZbL311szMzHD88cdvthcCPOhBD+KLX/ziFq/zQuGWZks9URaz1nSZiXvvvTf9fp/Vq1fzkIc8hG984xubfcaN7UHwp7vHttQTZd26dfz93//9ZA/cYYcdOOaYY7jqqqsWdQ532mknfvjDH/L5z39+so93Nvti16/uu33gAx/gn/7pn9h+++2Zmppiw4YNwOLX2JQSb3jDG9hzzz3p9/tss802PO1pT2Pt2rWLOt7r4/r2xEsuuYQjjzySbbfdln6/zw477MDRRx/N+vXrAV3z5+bmeM973jP5rO78/+pXv+LEE0/krne9K4PBgK222orHPOYxm9n4bdty6qmncuc735l+v89WW23Ffe97Xy688MLJc7bUE2UxfkpVVRxyyCF8/OMfv8HvXyjlPLcJjjrqKHbaaSdOO+00vvrVr/KmN72JtWvX8t73vnfynC9+8Yt85CMf4cQTT2TJkiW86U1v4sgjj+TXv/41W221FYcccgg77rgj55xzDn/zN3+z4P3POeccdtllF/bff38AjjzySH74wx9y8skns9NOO3HFFVdw4YUX8utf/3qLzQRBU44POeQQfv7zn3PSSSex8847c+6553Lcccexbt06nvWsZ13v9/vhD3/IgQceyNKlS3n+859PVVWceeaZHHLIIXz+859nv/32A3TDuN/97ocxhhe+8IVMT0/zzne+c1EplTFGHvawh/Ff//VfHH300TzrWc9i48aNXHjhhfzgBz+YpKS98Y1v5BGPeARPeMITaJqGD3zgAzzmMY/h/PPP5/DDD7/Rz7mh7/iwhz2Mv/qrv+KlL30pvV6Pn//85wuaTaWUeMQjHsEXv/hFnvrUp7L77rvz/e9/n9e//vX87Gc/26w+8gtf+AKf+MQneMYzngHAaaedxsMe9jCe//znc/rpp3PiiSeydu1aXv3qV3PCCSfw2c9+9mYff6FwW+BRj3oUP/vZz/j3f/93Xv/617Nq1SpAhQqAz372s3zoQx/ipJNOYtWqVZP16qbc1ze2loKms5533nmcdNJJ7LHHHlx99dV88Ytf5Mc//jH3uMc9eMMb3sB73/tePvrRj3LGGWcwMzPDX/3VXwFquJx66qk88IEP5OlPfzo//elPOeOMM/j617/Ol770pQURv6uvvprDDjuMo48+mic+8Ylss802k7+dc845NE3DySefzDXXXMOrX/1qjjrqKO5///vzuc99jn/8x3/k5z//OW9+85t57nOfu8C4Pvvsszn22GM59NBDedWrXsX8/DxnnHEG973vffn2t789OW8XXHABRx55JHvssQennXYaV1999URgvzZt2/L1r3+dpz/96Vv83dauXctDH/pQjjrqKB73uMfxoQ99iKc//enUdb2Zo/Ev//IvWGt57nOfy/r163n1q1/NE57wBL72ta8Bmkr/0pe+lA9+8IMLGjA2TcN5553HkUceSb/f54orruDBD34wq1ev5gUveAHLly/nl7/8JR/5yEdu4Apb/H60Jd797ndz/PHHc6973YvTTjuNyy+/nDe+8Y186Utf4tvf/vYkK+mTn/wkj33sY9l777057bTTWLt2LU9+8pPZfvvtb/DYAH7/+99z73vfm3Xr1vHUpz6V3Xbbjd/97necd955zM/PU9c1//u//8vHPvYxHvOYx7Dzzjtz+eWXc+aZZ3LwwQfzox/9iDVr1tzo51wf73jHO3jmM5/Jox/96ElA53vf+x5f+9rXePzjHw/A5Zdfzn3uc5+JKLl69Wo+9alP8eQnP5kNGzbw7Gc/e8F7nnbaaQwGA17wghdMrtmqqrDWsnbtWk455RS++tWv8u53v5udd955s3r8fffdFxHhy1/+Mg972MNu9ncrFG4Oi11rnvzkJ/Pud7+bww47jKc85SmEEPjCF77AV7/6Ve55z3tOnreYPehPfY9dm9nZWQ488EB+/OMfc8IJJ3CPe9yDq666ik984hP89re/nezLN8Qb3vAGTj75ZGZmZnjRi14EMNnfbur69bKXvYy6rnnuc5/LeDymruubtMY+7WlPm6zdz3zmM/nFL37BW97yFr797W9P9uQbOt4tcX17YtM0HHrooYzHY04++WS23XZbfve733H++eezbt06li1bxtlnn81TnvIU7n3ve/PUpz4VYOKjfP3rX+fLX/4yRx99NDvssAO//OUvOeOMMzjkkEP40Y9+xNTUFKB2xmmnnTZ5nw0bNvCNb3yDb33rWzzoQQ/a4jEvxk/p2Hffffn4xz/Ohg0bWLp06fWeh9s9UrjVeMlLXiKAPOIRj1jw+IknniiAfPe73xUREUDqupaf//znk+d897vfFUDe/OY3Tx574QtfKL1eT9atWzd57IorrhDvvbzkJS8REZG1a9cKIK95zWtu8NgOPvhgOfjggyf//YY3vEEAed/73jd5rGka2X///WVmZkY2bNgweRyYfJ6IyCMf+Uip61ouvfTSyWO///3vZcmSJXLQQQdNHjv55JPFGCPf/va3J49dffXVsnLlSgHkF7/4xfUe37/9278JIK973es2+y4ppcn/np+fX/C3pmlkr732kvvf//4LHr/jHe8oxx577GbvdX28/vWvF0CuvPLK633O2WefLdZa+cIXvrDg8be97W0CyJe+9KXJY4D0er0F3/nMM88UQLbddtsF5/uFL3zhZuenUPhz5TWvec0Wr2dArLXywx/+cLPXLPa+XuxaumzZMnnGM55xg8fZrd/XvuevuOIKqetaHvzgB0uMcfL4W97yFgHk3/7t3yaPHXzwwQLI2972tgXv+4tf/EIAWb169YK1vLvP73a3u0nbtpPHH/e4x0ld1zIajUREZOPGjbJ8+XL527/92wXve9lll8myZcsWPL7PPvvIdtttt+BzLrjgAgHkjne84+Sxn//855udo+t+j9e+9rWTx8bjseyzzz6y9dZbS9M0IiJy8cUXCyC77767jMfjyXPf+MY3CiDf//73J4/tv//+st9++y34nI985CMCyMUXXywiIh/96EcFkK9//eubHdO1ubn7UXe83ec1TSNbb7217LXXXjIcDifPO//88wWQF7/4xZPH9t57b9lhhx1k48aNk8c+97nPbXZet3R8xxxzjFhrt/i9ur1sNBotuL5E9Lrp9Xry0pe+dMFjgJx11lnXf4KuwxFHHCF77rnnDT7nyU9+smy33XZy1VVXLXj86KOPlmXLlk3ux+4c7rXXXpPrQESvWWOMHHbYYQtev//++292fkT09wHkVa961aK/R6FwcznrrLMW7EGLWWs++9nPCiDPfOYzN/vbtW3Qxe5Bf8p77Lr27otf/GIB5CMf+cgNfpcbY88991xgp3csdv3qvtud7nSnzfb4xa6xX/jCFwSQc845Z8HrP/3pT2/2+PUd75a4vj3x29/+tgBy7rnn3uDrp6ent+hjXPd7ioh85StfEUDe+973Th67293uJocffvgNfkZno3Qsxk/peP/73y+AfO1rX7vR596eKeU8twG6TIOOk08+GYD//M//nDz2wAc+cEGDn7/6q79i6dKl/O///u/ksWOOOYbxeLwgjf2DH/wgIQSe+MQnAjAYDKjrms997nMLUtlujP/8z/9k22235XGPe9zksaqqeOYzn8ns7Cyf//znt/i6GCMXXHABj3zkI7nTne40eXy77bbj8Y9/PF/84hcnqXmf/vSn2X///dlnn30mz1u5ciVPeMITbvT4PvzhD7Nq1arJubs2105nGwwGk/+9du1a1q9fz4EHHjhJ07+5dBHIj3/849dbr3nuueey++67s9tuu3HVVVdN/rn//e8PaEnWtXnAAx6wIDOoi5AeeeSRLFmyZLPHr30tFAp/iRx88MHssccemz1+U+7rxayly5cv52tf+xq///3vb9LxXXTRRTRNw7Of/ewFjfr+9m//lqVLl/LJT35ywfN7vR7HH3/8Ft/rMY95DMuWLZv8d3efP/GJT1zQQ2O//fajaZpJScmFF17IunXreNzjHrdgnXHOsd9++03Wmf/7v//jO9/5Dscee+yCz3nQgx602Tm++uqrAVixYsUWj9V7z9Oe9rTJf9d1zdOe9jSuuOIKvvnNby547vHHH7+gn9WBBx4IsNle9rWvfW1BKeY555zDjjvuyMEHHwxsWnPPP/982rbd4nFdl5uyH12Xb3zjG1xxxRWceOKJC+rMDz/8cHbbbbfJb/v73/+e73//+xxzzDEL0rwPPvhg9t577xs8vpQSH/vYx3j4wx++IHLd0e1lvV5vcn3FGLn66qsnqdm3xF7229/+lq9//etb/LuI8OEPf5iHP/zhiMiCa+zQQw9l/fr1mx3DMcccsyADa7/99kNENstS2m+//fjNb35DCGHB4911t9hSgkLhlmQxa82HP/xhjDGTMs9rc92Sihvbg26Ne+y63+Vud7vbZlntW/ouN4ebun4de+yxC/b4m7LGnnvuuSxbtowHPehBC87jvvvuy8zMzGZ292K5vj2x20s/85nP3KweZ9f+nm3bcvXVV7PrrruyfPnyBedm+fLl/PCHP+SSSy5Z9Hsvxk/pKGvu4igiym2AO9/5zgv+e5dddsFau6AG7g53uMNmr1uxYsUCIWS33XbjXve6F+ecc87ksXPOOYf73Oc+k+kRvV6PV73qVXzqU59im2224aCDDuLVr341l1122Q0e469+9SvufOc7b9bBe/fdd5/8fUtceeWVzM/Pc9e73nWzv+2+++6klPjNb34zeY8tTblYzOSLSy+9lLve9a432qDv/PPP5z73uQ/9fp+VK1eyevVqzjjjjEmt4s3lsY99LAcccABPecpT2GabbTj66KP50Ic+tGChuuSSS/jhD3/I6tWrF/xzl7vcBdjUqLLjur95tzjvuOOOW3z8pohihcKfIzvvvPMWH78p9/Vi1tJXv/rV/OAHP2DHHXfk3ve+N6eccsqiRMpuHbzuelfXNXe60502Wye33377622QfXPv/86ouv/977/ZWnPBBRdM1pnuWK67/2zp+DtEZIuPr1mzhunp6QWPdevadWu5r/u9OmPt2uf/sY99LL1eb7KXrV+/nvPPP58nPOEJEyP+4IMP5sgjj+TUU09l1apVHHHEEZx11llb7KnRcVP2o+tyfb8t6N7b/b37983Zy6688ko2bNjAXnvtdYPPSynx+te/njvf+c70ej1WrVrF6tWr+d73vvcH72X/+I//yMzMDPe+9725853vzDOe8YwF6d5XXnkl69at4+1vf/tm11cnCP4he1lKabPv0F13t5dGn4XbFotZay699FLWrFnDypUrb/T9bmwPujXusWtz6aWX3uga9IdwU9ev6+77N2WNveSSS1i/fj1bb731ZudydnZ2s/N4U7nunrjzzjvznOc8h3e+852sWrWKQw89lLe+9a2LXpeHwyEvfvGL2XHHHRecm3Xr1i14j5e+9KWsW7eOu9zlLuy9994873nP43vf+94Nvvdi/JTrfq+y5t4wpSfKbZAtXbTOuS0+97o38DHHHMOznvUsfvvb3zIej/nqV7/KW97ylgXPefazn83DH/5wPvaxj/GZz3yGf/7nf+a0007js5/9LHe/+91vuS9yG+MLX/gCj3jEIzjooIM4/fTT2W677aiqirPOOmuzpnk3lcFgwH//939z8cUX88lPfpJPf/rTfPCDH+T+978/F1xwAc45UkrsvffevO51r9vie1x3s7u+33yx10Kh8JfGtaM0HTf1vl7M/XPUUUdx4IEH8tGPfpQLLriA17zmNbzqVa/iIx/5CIcddtgf9fvc2HHe2PF3BtHZZ5/Ntttuu9nzbs4kmK5O/5YQahdz/lesWMHDHvYwzjnnHF784hdz3nnnMR6PJxmVoPvkeeedx1e/+lX+4z/+g8985jOccMIJvPa1r+WrX/3qZs3+/pJ45StfyT//8z9zwgkn8LKXvYyVK1direXZz372Hzy5Yvfdd+enP/0p559/Pp/+9Kf58Ic/zOmnn86LX/xiTj311Mn7P/GJT+TYY4/d4nt0/YE6/tC9rLvuFtOLoVC4pbml15rFruF/ynvsT8lNXb9uaJ+8MVJKbL311guCy9em67d2U7mhPfG1r30txx13HB//+Me54IILeOYznznpeXndfmPX5eSTT+ass87i2c9+Nvvvvz/Lli3DGMPRRx+94NwcdNBBXHrppZPPeOc738nrX/963va2t/GUpzxli++9GD+lo6y5i6OIKLcBLrnkkgVK689//nNSStfb5PWGOProo3nOc57Dv//7vzMcDqmqisc+9rGbPW+XXXbhH/7hH/iHf/gHLrnkEvbZZx9e+9rX8r73vW+L73vHO96R733ve6SUFmSj/OQnP5n8fUusXr2aqakpfvrTn272t5/85CdYayfiwR3veMcFUxo6tvTYlr7P1772Ndq2vd5RbR/+8Ifp9/t85jOfWdCs9qyzzrrR918M1loe8IAH8IAHPIDXve51vPKVr+RFL3oRF1988SR987vf/S4PeMADirpbKFwPN/Xe+GPd19tttx0nnngiJ554IldccQX3uMc9eMUrXnGDIkq3Dv70pz9dUC7SNA2/+MUveOADH/gHHdNi6NLEt9566xv8vO5Yt5QOfN31+g53uAODwYBf/OIXW3yv3//+98zNzS3IRvnZz34GcLP2MdCAwBFHHMHXv/51zjnnHO5+97uz5557bva8+9znPtznPvfhFa94Be9///t5whOewAc+8IEtGpI3ZT+6Ltf+bbsSzI6f/vSnk793/745e9nq1atZunQpP/jBD27weeeddx73u9/9eNe73rXg8XXr1t0iRu/09DSPfexjeexjH0vTNDzqUY/iFa94BS984QtZvXo1S5YsIcb4J7megcl112W+Fgq3Bje01uyyyy585jOf4ZprrllUNsoNcWvcY9dml112udE1aDFc317+h65fN2WN3WWXXbjooos44IADblSMuSm2x43tiXvvvTd77703//RP/8SXv/xlDjjgAN72trfx8pe//AY/67zzzuPYY4/lta997eSx0Wi02XQ/0HYHxx9/PMcffzyzs7McdNBBnHLKKdcrosCN+ykdv/jFL7DWTjJKC1umlPPcBnjrW9+64L/f/OY3A9ysiOeqVas47LDDeN/73sc555zDQx7ykAWL0vz8/Gbjk3fZZReWLFlyg2nQD33oQ7nsssv44Ac/OHkshMCb3/xmZmZmJnXq18U5x4Mf/GA+/vGPL0jrvvzyy3n/+9/Pfe9730nn50MPPZSvfOUrfOc735k875prrrleBfnaHHnkkVx11VWbZd3AJsXdOYcxhhjj5G+//OUvN5uKc3PY0ujFrrdLd16POuoofve73/GOd7xjs+cOh0Pm5ub+4OMoFP7c6RzxLRkNW+KWvq9jjJul3m699dasWbPmBtdI0Fr3uq5505vetCDS9653vYv169f/QRPAFsuhhx7K0qVLeeUrX7nF+v1udPB2223HPvvsw3ve854F3/fCCy/kRz/60YLXVFXFPe95zy2O6gTdC84888zJfzdNw5lnnsnq1avZd999b9b3OOyww1i1ahWvetWr+PznP78gCwU0UnbdaOp119zrclP2o+tyz3vek6233pq3ve1tC97/U5/6FD/+8Y8nv+2aNWvYa6+9eO9738vs7OzkeZ///OcnI+qvD2stj3zkI/mP//iPLZ7ra+9l1/3u55577hZHLd9Uulr/jrqu2WOPPRAR2rbFOceRRx7Jhz/84S06WlsaTf2H8s1vfhNjzGTCYKHwp2Qxa82RRx6JiHDqqadu9vqbmvVxa9xj1+bII4/ku9/97hbH3d+U7zI9Pb3FffwPXb9uyhp71FFHEWPkZS972WbvE0JYcHzXd7xb4vr2xA0bNmzWb2bvvffGWrtg37gp5+bNb37zAvsGNl+nZ2Zm2HXXXW/QRlmMn9LxzW9+kz333HNBv7TC5pRMlNsAv/jFL3jEIx7BQx7yEL7yla/wvve9j8c//vHc7W53u1nvd8wxx/DoRz8aYLOF42c/+xkPeMADOOqoo9hjjz3w3vPRj36Uyy+/nKOPPvp63/OpT30qZ555Jscddxzf/OY32WmnnTjvvPP40pe+xBve8IYFjU6vy8tf/vLJbPITTzwR7z1nnnkm4/GYV7/61ZPnPf/5z+d973sfD3rQgzj55JMnI47vcIc7cM0119ygSnzMMcfw3ve+l+c85zn8z//8DwceeCBzc3NcdNFFnHjiiRxxxBEcfvjhvO51r+MhD3kIj3/847niiit461vfyq677nqjtYQ3xktf+lL++7//m8MPP5w73vGOXHHFFZx++unssMMO3Pe+9wV0dOeHPvQh/u7v/o6LL76YAw44gBgjP/nJT/jQhz7EZz7zmS02EywUbk90TveLXvQijj76aKqq4uEPf/j1Pv+Wvq83btzIDjvswKMf/Wjudre7MTMzw0UXXcTXv/71BdGhLbF69Wpe+MIXcuqpp/KQhzyERzziEfz0pz/l9NNP5173utdmQsAfg6VLl3LGGWfwpCc9iXvc4x4cffTRrF69ml//+td88pOf5IADDpiIzaeddhqHH344973vfTnhhBO45pprePOb38yee+65wDgFOOKII3jRi160xZGHa9as4VWvehW//OUvuctd7sIHP/hBvvOd7/D2t7/9ejMDb4yqqjj66KN5y1vegnNuQVNzgPe85z2cfvrp/M3f/A277LILGzdu5B3veAdLly7loQ996PW+72L3oy0dz6te9SqOP/54Dj74YB73uMdNRhzvtNNO/P3f//3kua985Ss54ogjOOCAAzj++ONZu3Ytb3nLW9hrr702O6/X5ZWvfCUXXHABBx98ME996lPZfffd+b//+z/OPfdcvvjFL7J8+XIe9rCH8dKXvpTjjz+ev/7rv+b73/8+55xzzoLsp5vLgx/8YLbddlsOOOAAttlmG3784x/zlre8hcMPP3yyz//Lv/wLF198Mfvttx9/+7d/yx577ME111zDt771LS666KItGut/CBdeeCEHHHDAJIW+UPhTspi15n73ux9PetKTeNOb3sQll1zCQx7yEFJKfOELX+B+97vfgnHti+FPfY9dm+c973mcd955POYxj+GEE05g33335ZprruETn/gEb3vb2xbtm+y7776cccYZvPzlL2fXXXdl66235v73v/8tsn4tdo09+OCDedrTnsZpp53Gd77zHR784AdTVRWXXHIJ5557Lm984xsn/tL1He/1saU98bOf/SwnnXQSj3nMY7jLXe5CCIGzzz57Ioxd+9xcdNFFvO51r2PNmjXsvPPO7LfffjzsYQ/j7LPPZtmyZeyxxx585Stf4aKLLtps7dtjjz045JBD2HfffVm5ciXf+MY3OO+8827wOluMnwLa0Pbzn/88J5544qJ/j9stf4oRQIUt042f+tGPfiSPfvSjZcmSJbJixQo56aSTFoxQBLY4bvP6xvCOx2NZsWKFLFu2bMH7iIhcddVV8oxnPEN22203mZ6elmXLlsl+++0nH/rQhxY877ojhEVELr/8cjn++ONl1apVUte17L333lscnch1RjaKiHzrW9+SQw89VGZmZmRqakrud7/7yZe//OXNXvvtb39bDjzwQOn1erLDDjvIaaedJm9605sEkMsuu+wGj29+fl5e9KIXyc477yxVVcm2224rj370oxeMsnzXu94ld77znaXX68luu+0mZ5111mZjwERu+ojj//qv/5IjjjhC1qxZI3Vdy5o1a+Rxj3uc/OxnP1vwvKZp5FWvepXsueee0uv1ZMWKFbLvvvvKqaeeKuvXr19wDq/7m3fjKq87nrobA3djI9UKhT8XXvayl8n2228v1trJqMnrWwdFFn9fL2YtHY/H8rznPU/udre7yZIlS2R6elrudre7yemnn77gNVsacdzxlre8RXbbbTepqkq22WYbefrTny5r165d8JyDDz54i6Nkb+p93o3jvO74zYsvvlgOPfRQWbZsmfT7fdlll13kuOOOk2984xsLnvfhD39Ydt99d+n1erLHHnvIRz7yETn22GM3G4N5+eWXi/dezj777C1+j2984xuy//77S7/flzve8Y7ylre8ZVHHf0NjeP/nf/5HAHnwgx+82d++9a1vyeMe9zi5wx3uIL1eT7beemt52MMettn3u7n70XVHHHd88IMflLvf/e7S6/Vk5cqV8oQnPEF++9vfbnZ8H/jAB2S33XaTXq8ne+21l3ziE5+QI488UnbbbbcbPb5f/epXcswxx8jq1aul1+vJne50J3nGM54xGQ09Go3kH/7hH2S77baTwWAgBxxwgHzlK1/ZbF+8OSOOzzzzTDnooINkq622kl6vJ7vssos873nPW7A/iej18IxnPEN23HHHyX77gAc8QN7+9rdvdg4Xe81u6Z5at26d1HUt73znOxf9HQqFP4Trjjhe7FoTQpDXvOY1sttuu0ld17J69Wo57LDD5Jvf/ObkOTfFnv9T3WNb+uyrr75aTjrpJNl+++2lrmvZYYcd5Nhjj91s5PINcdlll8nhhx8uS5YsEWCyNi12/box23axa6yIyNvf/nbZd999ZTAYyJIlS2TvvfeW5z//+fL73//+Ro/3+tjSnvi///u/csIJJ8guu+wi/X5fVq5cKfe73/3koosuWvDan/zkJ3LQQQfJYDAQYHL+165dO/GzZmZm5NBDD5Wf/OQnm/1GL3/5y+Xe9763LF++XAaDgey2227yile8YsGY6+vaQIv1Uz71qU8JIJdccskNfv+CiBEp3ShvLU455RROPfVUrrzyylu0eU8IgTVr1vDwhz98s5rDP0ee/exnc+aZZzI7O3u9TbIKhUKh8MflyU9+Mj/72c/4whe+MHnskEMO4aqrrrpFauivy3e/+1322Wcf3vve9/KkJz3pFn//PzX77LMPq1ev5sILL7y1D+XPhje84Q28+tWv5tJLL/2DGkwWCoW/fP7Ua+yW9sQ/dx75yEdijNliOVdhIaUnyl8gH/vYx7jyyis55phjbu1DuckMh8MF/3311Vdz9tlnc9/73rcIKIVCoXAr8pKXvISvf/3rC0be/jF5xzvewczMDI961KP+JJ93S9G27WZ18Z/73Of47ne/yyGHHHLrHNSfIW3b8rrXvY5/+qd/KgJKoVCYcFtZY//Ue+Ifmx//+Mecf/75W+whU9ic0hPlL4ivfe1rfO973+NlL3sZd7/73a+32ettmf33359DDjmE3Xffncsvv5x3vetdbNiwgX/+53++1Y7psssuu8G/DwaD0nypUCj8xXOHO9xhs8bkfwz+4z/+gx/96Ee8/e1v56STTlow9efPgd/97nc88IEP5IlPfCJr1qzhJz/5CW9729vYdttt+bu/+7tb5ZiaprnRPgrLli27TYkVVVXx61//+tY+jEKhcC2uvPLKzRqdXpu6rv/gCUU3xm1ljf1T7Yl/KnbffffNxKnC9VNElL8gzjjjDN73vvexzz778O53v/vWPpybxUMf+lDOO+883v72t2OM4R73uAfvete7OOigg261Y9puu+1u8O/HHnvsn+35LhQKhdsaJ598MpdffjkPfehDtzjt4rbOihUr2HfffXnnO9/JlVdeyfT0NIcffjj/8i//cqs1R/3yl7/M/e53vxt8zllnncVxxx33pzmgQqHwZ8m97nUvfvWrX13v3w8++GA+97nP/VGP4ba4xhZuf5SeKIXCjXDRRRfd4N/XrFnDHnvs8Sc6mkKhUCgUbhpr167lm9/85g0+Z88997zRoEGhULh986UvfWmz0vtr0wkchcJfOkVEKRQKhUKhUCgUCoVCoVBYBKWxbKFQKBQKhUKhUCgUCoXCIigiSqFQKBQKhUKhUCgUCoXCIlh0Y9l97rIL0o7ACdIC3oMYTBpjekuhbcB4jAEkAAYBREBSC9ZBAtvzSBRELCIBEwPOeZz3GOewVY+QGlLTIhESSQ9AHMaAMQlMhZgEMYEDjEViABGMcUDEuBpJEYPRr5kajBHwFcQGEQMCElvEgLE1YAAwEsBa9AOtPlr1ILZYI1jrwBpIgoRASgF8T1+bEhDADyDMITgEQxqOCYzAL8M7B81GYjS0zUboL0eipR3OYns9er2aqV6i75dhCdh6mhTmCTEiSah6U9SDAd55nElY1yOO58A5BIueOAPOkaIgKSIpYGJLwiBJMHUPJCFdh21j8L0+RiA2Q6TqY2ixpoaYiBIwesry/wNjLAKE1EKyiERIgvEVxiScrTDGYYhYq/9ObYPpTUEcYVyf2I4Ytokw3kDVX4pEIbZj6qkl1BKxRKin9Jj8FCaM8YMakpAwpBRJYpB8rkOIjIctw2bI/MaNMJhiamZA33t6VU3lBzBah7geTesYhQbxnsHKpUz3+/SNxZuIEYPFYZxFjIUw1n+TwNQYkzC+wsYWEYhYiBHra0QSkgIgGOdIbUNoWmIKmP40JMEa8FVPr79mREwRZyzWWtqUSMYhScCIXoMpIMZATFhrsSYhxiEkEDCuT4pDTAKxDhMjOE+KoveI9RBaMIKI6HXqPYhew84afM/hXU1lPHXliSEyPxwR6G7kBuNqvS8AmgZb90kmEpsWwZKGa3FLtsr3b6v3RTtPwurt5BwiCbAYQdcJY/QtQwtVDbEFSfqZrg+0evwikBLWVUgYYuslSDsk+T5p9nJMNUUcr8Mt2V7vUecREb0fjIcUIUVkfA12sBUy2gDjIXbJKmR+A0nGmN4yUmqwpkcKc4Cenwu+/9ObtLD+JbHv1FJd+3se5saIq8EZCA12agZpxhjfx4YWQkC81/W5DXovVBVWwFij675xSDvGpoQ3grMWU1WY/gxxPIuMEzElkhFdh6PBVHnx8TU0Qa97kzB1jTQjSFbX97oPRAhRr+/oMS5gYsRYR2rnEeeRehqGG3QfcH2MBdoxeItJFrzFtgGswfQGep1UDlPVeh2OWzABafPab6zueCHB1BTSDpHxkORrYmyJ3iOujxdgtIGEIWCgmibREElgPH6qz6DnqetpXDvC9ZeSNq4lNoFkoJpZRrVyOZX3uDDC9ZaQ1l0NHiR4kKh7wKBHSiAiyHBO7y1rkY1zmBUrkBj1PhyPMcbhVq7AWEtaexUyswLTDDGDaRiNSanVrdHqGifWQUhIXZHGQ93fgmBEMEunMW2DHUxhE5gQsb0etCPYsBG2Wg2zV2OWriSM5hiOE/HK3+F32JE018BwI/Wqbajn5jFhCCu3JV1zFbJ8FXbjWtySGV0anCfFiDQtMncVyQ0Iw5Y2tgzbwDA1pJ6n3npret7Q609R+R72l79A/BJicIwZI70e9Z3WMFgyQ20dPra4NmIT2G4/nZ9Vu0ESVDUGwVQ9TDOPGEvCQTPWeyFFpB0DYLwnjobE+aFeJytXQkwYZ3CDATQtaW4j0jRYA8ZVxNASq4GeX5MwlYfQAAZSwliHcQlwiERMMjCYgrn1iPUY45DhCPp9pI1Qe6hrGM7rW8QEIe/BJiGjMc5ZfN/jfI/a11S9mjYERuvWE63HxBaJQ0w1hVSV3ofr1mOXL0eIpNGI5Cvk1z/H7nxXZMNG0twcZvkKZOM1aieJwU711U4DvT9dDXWtdsTsRsz0NDIeAQJNC9MrIMxDrw+xxTRj7GApMrcWu3Jb0vp1yGCK9JtLYcVWyDVXYnfZE+OM3oMxYSQieEgBhiO46neYNTvBZb9EhiPcDjuTfvsrpAJZujXSDjG9JchoIwZLGo359FW/+5OvubcVHr7//rpuhKA2pKuRmMDq9ZovKgwWvNM9FkjNCON7YBySIoiQQotxFmMMgkGsI6aEMUZtUUlgwJgKmyLG1xgJpKSPi8jELpIYwTisSXjnsJUjAW1IJGMhjIAq2/BCbBqCAWsMPV/R7/fpD/rUvsZiAUEAQ8Tk60WsUR9HAmDz3w3W6fNNZwdjcNZhvMNIwhqLsei9KEKKIa8lSoxBbXBjcE5tTGNd9kci1hhEjO5nRj+h+xxdh/NeGCPGqV1jrEUMem4Q9Y2M0fU/v95Zq38T/a4pJWIUYowYYzDWYHwF6HlCEgYwJP2uzuVj0XcU60ihJSXR/dJaRIz+NpJw1hFTILSBELP9aiwSW9qmoWkDxjpqZ/C+whhDyq/z3mGrGpNEbUPniU1LahsSCbGelESPWdRHTCkSEjo1yAjO1ViX/TcSBosRvR70WJxebwiVdThv8fl3aJoh86MRoyZgvWdqME3PW7zzek6MIcVAaFuaGIlJcFWlNrxzJEmA4KxRnyomQhKMBYuhaca0bQDrsLHFGYez6i9YY7G+wlq76feP+n4p/57GWpw1WJvPaXcf5adLUhtbH9drTa/FRDIGk5La4imRUkKMHqNIwgK+qnHWTK49K4LNvxEm0fn3SQwpBAyCderjYyG2ATscMzU3YoX1LFs6ja/7NHNj9YUszPrENcYw6x1iBGsM3oD3FbUzWKeaAIBIoo2J+aahaRo9b5LwQOUrvLVU3mOs3iPeenxdYUT0PCJEEdoQiSJ5rdH7M8RIFPSa9br2OKsZJq/79/fc6Bq5aBElhSHYPkYixjR5EfBg+0jQxZWkF69aBF4dyaAbvxiDqSo1BJxVJz9GrMkLQeUxdZ8YItImfS/Xx8aWJKhj1evpBWD09WLyZussKQDWYmSE7S9BQguuys5si7E+O5xWN1UZY9x0dtQqFQCISNtg6ikkjLF+gMl/J2ZhSAwpNIjzEEJ2RPVH0otZoPZImsf4aT3uJJi6xseKEBNhNIv3Cec9bvoOxHFDKxsxfUOkYW52ltDO0M40DHp9aisqysg8MQVSGBPmEr3pGXyKeG/yhiOY2CC+QkIACVj0e4v14DxWhJQi1nuICTEeTABxk+9jnIoGuBqJDRCxbkAyEYkBYyq9hazBhDEWR5JsHFmQMALjCDZhqwE2tBifsngzBbEBU5MQgqsJ7RzReLy1hPEcrj+DtA1Secz0CqRtwVeIqLNvktVNODYY57F5MQTBmoAVwVHjppcyBOZHDaEypDQPtqKaXoFvh1Te0Jce8+tnGV5jGfsNzKxcyXS/TxUTWF3MaFswBusrXZxiAOch5RvRWkw7xngHtHrt5msiNW2+9nuYJiJNo5tYZQnBYEQQ51XE8BWIUItucCEFUgKMigCGbmOMJNfXxTKGLLI0usk6pwaj91kkG6sBa1sVNyUbOtUAwhhjK12Qe5VuaLbHlBUaiYxCIPnsLNcDJKrYIQIptrjK6LXSBsSo4+pmVus177OBJS2m6uHEkkIghYip+5i2QSSo89tToY6qVoHHej2vYYiJI/A9ddStBd8jpXlMNU2KY4yr1K4YLEdCi1+yA0jQa7BVx9T4PrTzKupgsX4aa4RkPXbl9sjcBsxgCdYuJw2vwVQDMAnrl6qjUi92lfzLJLVjyL8Z1kEM6vg4r9dQbwrG+Vz3KqSy0I4R65CkRnO3hhoLYgRTeex4qIJrMrBkBWk0hCz6mqqPCa2u8WaM1DMAGCwyqPWebMakNhsMlcOEFlv1II6RJTMwmgXXqDCHReoeycS80TsVBXp9iJFkE7SCsX3EjDFVRUKwvSVIGoHtkazBtA0mBiS0+r1FDQpS0mN1Udelahqwau/aWtfOEIlhHgtYY6mmtya1AcJQjRgRxhtmCVN9er0p+itWUjuL6a8mbdhAxBJtpB3NUq/Yiooe1gpuq5XY2XkIs0h/GoZjmN2IGdSYBKk/QBjoGlnXmKkp3TetVWHMVsh4rPdhrwfDWWQwA7Nzuk/OrNDzNtoIU8swbRY7hxsxvQEyN8JYQZxFNq7V+zcJ9Kcxw43qhLQJs/U2ML8RBktIRojTS0lxPTI1Q3I90vAq7OrtkOEcyTrcTneG+SEsX6H3rrVgPcYIaX6EGfRh6QBTW6w12GoOv6HBCtgGRi2EtRtJUz1iG+iv2ob6rnfFbVxLL0Eda8a/+Q3NJUIYWPq73IH+kiV4F/DG6Xo8P4+pvQppbavBol5fDfe6hzEeM5zD9CpMO0LaVkUmBBmOEOexS5eR1l1DmpvXxbN2pGzg4musATeYgiZg+wNc2xBHsyo4VsBgGsnXlwkt9GfUiQoN4gTTjNTp8hXSjDBLppFmjMzPIrHChAraoQqQoxFmehlmfg76NdaCWzINxlL7PgMTaSQwDoHU78FwDpYsxzTqkBqBNJrDTfUwtUfmxkgYQhuwu+4N4zmYXqLrQzPEzCyDZGF+RBo2mGXLYcNaGI/BJej3IbR6zAmY6kOqkHQ1zK3HLFsGs+s0QDQ1Q5pbi5leRhpthKmBOsBbba12ya57wngeaeZh3RjcAJYux1wzi0hSm6W/BJtaxNbYu+6K/Pa32G22Q3p94mW/wUwthTCfBbGAnb7tjHu+NRiN1K6whmy/CxIaTIrYKoIFayokjUkxr58pYF2ldoiNWSCxKqKnluSy7ZkEC2o7itF1w1rdv2PA2kSKQhR1ooxzapcKOGcRAkkSQcBEq3aNdcThkOSM+gLGYZ3ToEpoMN4jcQzRQnCoV2tVuIhRrxEHZCdZfeGEMVFNTOdJIurTSMQmwfkKIwETZZOfEfM+RxZj07VEjZTytqEOrBGHtQljrDr9KeZzlRBRh92IqADgnQrgnUgSWxVQJGFU20IkIsboY5KlHxGM9ziJ+npDdro1UGdEsKLnMMWgAr8Ixlqs0/ve5O9gEBIOCS3S/V/Tqn9hDKYT6EV/36qTp2IkEvQ9DLqOx0A0DpcDZIZEwhCTxQQN3BoMkiIWwVaelII68EYQEtY5FaGC4Em0AlGyCJRE12oRrHE47zAIESFGFSWMMUQH1ghYhzGCtUYFlTSmbRIja/GuhxOTz5vuOZWzGEkEAyk1JFcR20jKwpatPM45dTOlBfT9a2vw3qhQ5+uJWOCdxRmn5zFrIojRvTUJmEQM+rs667AYUtQgNSSipOyG6++akpCyQJi9JmyUye8oJIwkUtD10YiKbcage7ioAKriWtKgAgYJkSR6/lJowVYqQKaEtAk7augPW5bEyPTUDMY6xhtH6g/1HXMVrEtCYw0904mAmvLgjFFNwFpSSiSEJkTmmzHj0QgDVDbhEXxVUxmhV3u8McQYSBh9rSS9T/La0TYtIQkxBPU9rMMktTetUSnVI3jb/QaLWyMXLaIYtyQLEg6qHkY8ZCdWojpExhhdYN0AsaqMics3BFk1tF4XEMb6A1V9VbCNJaaxapyVBWpdSGLESkDqfo5g6w2li0pEKj/JFpHQgPVIGqsjR8qfF3OEO6rhYYw6k6KqucRWFTtJKgBhVGWXqAtiaCdZNkJU8cB7vaij6svGOHAWCWNEKrB9jWw6qzdIClB5ZDjUlW56G3UKJWHtGNuM8NUAEQipYhwT4yv/j/mly5ka1NS+RsQQY4uEBKZhLAHfn8Y3I3qVx2NxXoUqqh7WWlJqdBkLURdsIrZSwUskQWr13FUVYiwmqsOcYtTIQVVnxV3UcLNZCAN1RLIoohGKNm+OSTNZpEHSGFP3NCOgE7KTGqChHREQYgTbnyGFEVQDjV4TkcEyFQykRVxPDcHelP7+3ql4ExoVDozRrKaqlxcCR1Un/GjI/GiekCyzydHGq5lesorKGCoJVPUUS1Yspde0zM9vZMM4MTtdM7N0hkHVoxonKiua/ZDVXbxuvEIigkZorD5GUMFOBTeAqBshgq+mCGGkxix6/XZRAeNqFQtz5MRi6fUGmmmTEjFFdVqtbo4iAYmi9x+oKu9ytBSyiOih6ut1G8YY1wPn9V6ELAS12N4MSINLlsFA77vRaEybhTFX9fT+ttkpTBHbRe/jGEkNuD6SmpyNFDVaavL5wmIqdX7AqZFQDyC1Kqa2Q0zVR4whNbPYehriUBdSo/eIqQdIGGlmUIveS2EMcYj1fT0P7VCj6a3e1yZE/a1Si5WGhOj1Xi0hDddBPa3n0jlsr0+avQokYl2PNHcVdnoFIkLM0bXbLfUSFbNsBbXRa3Q01AyD8SwybnLWW6uClfEqznq9RyQZXK+v4mcaY5oIzVg3MQQZTMP8OhADvR7GWoyrEBlDyNlI8wEZ1Mj8KEcbElIPcgTP57XWIBvX5+wBdfiJ81AvIck8Mr8+r0VRDQk7BaEltersmqqCXo1pgxqazsHwGozrYbzTjI7BFKY3hcxvhGGjTkRP7+c0vxEGMyAeGW8EZ9VAGo6wdUUaz5Gcx67YFlt5ZDSE4TpdN02NrSyxrmlHY8a//z+GM1MMlgyo+tOYJVOE9WtJycJYGG24Brd0BY6WuupRL5nCz0xh5+cxy5eroNoONXLbtvpZkrDTS2B+qBk441lIY8yy1TDVR8YbMDNLVRQdzsHSJSC6NhAS4paocWYNplcj9VbQDDFL+pppEQPSJFg2pcJbGOFWbqUGmomAUSFi2UricJ6WVvX0rdcg8+tgq1VqxDcB7rC9rnHtGBlMwTVXYVauhmYEU1MaoZ7diMz0Md5iZoe4meWYYOinMT4OqNbNMr/hKoKsoEl90pWXkbbdHt8fUI9H1FNTDHbYAT87prn6auY3zjHaZiv626yiNzVN1UQqZ3DTM9DmNb43AO9IEjVoEsaa+eArGM5jen0sBkkh20tAiNiZ5XrNTM+osxcaXZdThLpPSkYDGClgnKPaaiskBt2Hh/PI9AygNoc0DZJaTG9aHdSm0cyLpBFWGc5DVcHy5brOz23A9KdU/BlM62/Y70EYY5csxzQjHBW9ZVPgLKP5eUIcaQRzyVJohuAqbM7Ks4MlGjAYzuqePbVCM0jCGOY3qDBpEyaoA2SmemqH+Gldf1euhvG8nr/hBsz0UpJNpMuv0L/Nr8dMzWiwjIAsXaFCd79PWr8e059CrrkSM38VdvkKWLoULvs1xm6DDId6TsctdrqPGc5jGCNDtTfNqq2R//tfWLaN2iSVgxXLkd/+LwTBLl9BuuSHsNMuYBxx7vonkNwekHaoIisysSFEBHoDjTZLyveCYF1fBWRjiUkzMmhVxDYhZPNxoL+PswhqFztjJxFuiRFBML0eUSLiLRab10iDrWtS0KwGQcWDAJhmrPtCaHHeYduxig8ejLEkF6m8CjzZYsdIduZBfYKqyt9Fs3at9RhncpDYdk9Uhy+B6YQhAVfpOkTOFFCHNzucxJyBS3ZeDZqWb8BZdeBUVVAfpMv4MDYHOs3E7gPN6sLmTgwmZ6g5rwFsBEPO0lOFS7MVRDDoe5laM8RtSljTYkN2qn0WsVrRDOaUcBZMUnFBshiD81lYchoEtKL+tmThyDtIhmhddsDBmqC2XkqIGK0+AEIbaGLCuYivKg1wiPoQODcRF4yx4PX11ur1khD9THKWTt3HpZT9vKB/c16Tx0WD986pkOKTEGMiiugaKxDEIFEFFGyFrxJ1XTM3GjFqG2zrMabCO7BdmYXX4CNtq4nOIdvf2UdKor+I8x4RzbDFaOat804DI0mwOJzLgpVB39PYHKjNb2QShKQCi7Mko1m91gGIZp4mFcbkWteH5AwTnGYL2Uq/ZzKaBZ6cgIm692S/RaIKTdY4nNskaqg2EzEGFW5SRKxWIUhyxLbFtJF6fsR0gpmpKVxVEdqc+TTTY2Pfs7ZtGFmoe57aVxgxRBFCDJiqUttLtMqgiSFnBbUYgcrAoK6ojMF7h3O1ZiRbzXCWlGg7gSSXT0jTTn5rDAhOM10s2GQ08O49znkV61yl18EiuAmZKA2WRtO0G8DLJiPCBoxbirRz4Puamt20agSZiDE9SA3SRsTXkwijcdPq+Pq8QIUWSapSG+/ye2cHueoh49lNGS5oORBUwFgXRNeCyVFro06vxKilBLSqtCJaTpQSJg4xts6pbEJMDktNbOYwXp02571eqKJpa9b1NJ14tBFTLUGGs5iq1s1GsppmjKZ1+xrGGxCvxr7EFoIg/RliaHAmqbrczlLNLMeORySZh2hJxtE6x9zskPkNs9QzU3gSzqn6HE0kjccwP49FqHyfvktM9Xr0e30qhOSsRvRjBGmxtoc1unnpwpww0kNMQsYjpK4RDDYyMeZSaLGVpnAmHMRxTtmvtZTJQAqtRsJEM16M1RtejCMZT2gbXXCtx4agAlgY656ULGk0S2WXaPaGc5iYM4ealpgXX5Gg6XnWQmz1GkgJ62rNTrIOQ4WYiKt7uOSxrsVIoDID5kNifn6euQpCuIrB9DIGtSeFIVU1Td9CXS9jPGyYnxuybhSYqwxLt1rFwBh6qBKvqZxsKhPB66br8g1X50yPmHKmlqadqcjocBFSbDC+VtGKhDVOxbkubdVoOZS1Bmcr3eySRi5jUsNarGadSAiYqgc2qjSSFwmqnqZhNuPJJqOCZ9QNPJ9j63sqUsaIqWvGqSW2keG8OnzGOqRtsL5T+0fYeipnKnlEKt3ouk10PML6HtKONP07tPmea/V5bauiaRyB7yPSYHvTSNRNb1PmjyM142wkCLixZjMEgf5SJETAYnvLVVxpR5pB1s4Th+swpoYYsGGIqdWpkyiYeoCxhtTOgV+CjGbBVqQQYbAUmoY03oiZWkmYv4bUNtBftthl8i+T1Oil7oJmhVUDvf6aOUyvh/FTML8RGfRUVJ3foOV9qLBo2ojMb0D6A2Q4C+IxeM2eGgywlSXNB4Q+Mmox031kbj3OOZIVjOsjspE0zKn+OMRWmmlkEyY1uulaj5gGcUaf04zBV9j5eZJoNowMA9iGGEYq4IsaiLqf9JHZDVBX0M5jppZoOZARzHgO42tIiTjagFmyAtZfpdlTc+uZBBecgzbo4/OzQKtZw03UkrT+MtLsBkwcYVIPkyK+N0Nq5klNwrTqtCVfMZydp5kbUk21uNhipnukkZDaEWl2PWwYYlLCDWr6lTDVn6ZfVVSpwaWo68Ko1WOfXqaira+RZDDNGPpTQI1sWIf0ptRJicB4CFMDZDTETM+QxobkezA3C8OA6Q9I44bkEjI7i+SAgzVWyz2M0WzIukeYn8WKw9Q93HBOsx3nZxFnSb5Ghpfhemoc43uwcSNmapo0N6d7TQKZH2J7A0zlSfOtOvUh6u/jtcTKuIGmBK9Yig0tdm6IGQxx45pRaBhePWZcecJwTG/bNaTeFCk11CtXUPk5qumK9pp1jC+7grkr5hgOLNN73Jle5airCpeCpuyT1/4QtBzF1dDLKcdLcgZsSuB6Gp2TlLNA+tihUXGq6kOv0izdutLATmrUUar6kPd552psiCqEhUCaH2uaeO2QQQ+Zn8NML0GcpsXLeFYdnqkZDQBtWK9Gr/Na8jMeaTnWcIjt9TG9KUzbIm2LmZmmDSPCSBhffTUyNVBRfn4Dtu5pWdHcOuzS1TC3QTND6ykVv/Pan66+RkW6dWsxq7aGtFEzWcdgpgak2VnNgppbBzNLSfPz2CUrc8TfqxgyGkHtSXOzdNm9xKTCzKjBbLt9vq89Zs3Oeu/Nrodttkdm1xEv/z9YskSzsTZswK3aBrnyMpLrYZav1GDP7AhZbpH/+w1mahozP4bVa2DDRtLlv4U73pl49e+JYpGlt++131TTGA+IVUEBo6J1CGr3Imrnpkhqxzhfq0gRGv2N+jP53rYqQhoB75FGRURT90ih0Uh3zkKVFAmxQYzT4GRqsbkMA2uhqvWaMVaznJIQsZgk1L5Sv8TlzF1r9P4RO7HRcV4dNknqdDstLe6CtEyyO/JJ8FnASC5nbYBxqF2aEriKGFu15TFazgPZ90gqQEjU9ddq5kCMgkkGI1b/bjXYKqBrHhpBX2DTga4RMWdVZZHEGKPicvZVUoqqRUjSIK/PYo7kN0lJk/o64cY5tbFyKZAKKBpAjjH/bkkw5OCUyin5GIw2XBBRfy/nN0gymHycgmaDaEmv1bIRY6iMoU3Qti1DY+kDtdUsTSOimZtGsyqMM5OSI1ArgE7IkCxM5O/jrCVZLb/qsokSoCU+Xi/BnGkiIgSrmSspBC1HsgZrtSSkso5KoB03tM4RjMVQg0m5lEi/sbcGEoQktLFRfcU4LYNRRyeX1EBMEW+d7idR8MbivZ2IeZKEJJrNpUJ7zqhJCecckaAZIDHhBM1eMkaDl6LfNSXNPxHJhWjWYEnYXEYfU8zCl+QMFNGMF6O/WEwxZ9y0GMn2UUz5+bmtgZhJpodmp4wxbaCeHbO0TSyZHuC9JzVBy4j6FcO+ZUMMBAM9Y6icV4HMqJBRW60KSRECQtOMGIWW8biBFKisoXKV5sM4l+8d1CdKmnkSg5YAGuuJsVWxSPQWsgaI2jrBY7D52tFzmK81m5M+FtkydtEiinU12pekqydD6wZJGL9MywZsDWJJzRzG9pCgyVwmRjUofK0KtKn0FgwjTJWda2sICXUMRbVaYyt1SL3PafUz6rzZXJcLOU2wD1brHo1JJKmwrkZSIIQxtpqCEBGvZRaCJYoAEUfS9GyCZtc4sK4HBP0xU639KKoa42IuY0LLmKKmNWu5xhRgMBUYk9SQD23ujRInymA16BNiSxzNaUmN8ZjeVhhX4QZTSFqKq4Vmdh1hHDHSQmxpCbS9PsxFTM9pWlTQUiXpBcKcoerPMBjMsXRmhqnBUnpisSZgkuBsRTKii0nM/T0EsKoMG1fnG9AS4yife72QpG2zww8iuU8I2o9E0KwL43pIO6sXnqv0u0uCEEiuB9LivC6ozvUgq+JhPJezWALG1khqs8OtJVWSRph6GSaMwdST6yHFgDFeU+gh9+TRLCWMwVqL8x47s0R7BzSJquoxXHs14w1jgjji1Aw9JwykxVlwdY8eCR8Mo2ZMMxTWXXYF4xXLmRkItXPUxupmGIM6ibHJm5RXIaCrdxFRudo5TABr1Diw9QAbY44U5B4yzmYhJqcempyamiOVxlq8rREJeKlIkogx0obca6gd6TlP2hcIo2mvSdDHQVXklJDUagCkmsGaNFk4rOvjxTAejwlYUoqQ9J5OzmtJUIqaphtUsSa2KvrHMSLaL8GEcS6Pc5oNFqNGRcM8+Cn9W9DML2xCjCUG7Xkio40Y5/Lv2pX3aLQmxUYdBBli7VKkUac2zm+AqiutGxBHGxHrcVOrc6ZPq9dlPYMbzGDclJYNTG8P3hHWr8NOrySNZxE/lWttE871iH6G2GzQ8sLbMdZNaUlLVYHv5zIpjcZRLdEeU1hM8EgzPxGgsU4dXlNl4cViZlYCBjZcg7EeMxYwrfZImM4iWRPUUCGp8N3MYaaWQbNeP8PmEiNqiJVmQYU5hEbNOjtApNG9gimSzQ4vQGWRJmcTJqPlm0bTY01ftN9Ld68M57Xyp6oxNFqhl1pMsLDuKpKtNOtsZgUGhzEWk+a05Gw81P4srUZmTRtx08sIbUMaz2pGIBEzvRRXD5CpGWQ8JGKQ4QZ80HJCExJpw9XE3oA4lzDRaMsg40ijtaQQEZNwUzP0/TwzSwfMLNmKnve44Tw2RuxgOgcogHZW1y1J6twEoJ7GeK1nT+NZLdFpW90f5ua05K6P/o79SqsV2yH0B+pUDJbANVdols4glxOlVnuD1APi/FAN27bBLV2OEEnOk66+EqpK+7TMTMPsLLJhFrN1XzOK5mYxq7aH9ddglsxAM9a+GfNzKgDFgAlAO5cNRt3rTF1jp3rUgzXY+VlcCFReGM5tpLl6lmEwyHbbEb2mC1d9j5tZTmXBzTW016ylmYX57za0O9+RwbIZKu+o6gEuBMxIBWTGQ137pafp7FV2+EPUIFPdwzZRxeLQYpcuRcatHn/Svl6m6mm/NYPaSWjmnPZ8CVhr8YO+lrf2+kiKWvI8O4S6wmzcANMzyGikv1fdQ8bzatxOzeQbWPdwxvNYsdhlW6kwKEH90moKn3IpWd3XYxxu1LKhXk/X4DbAYBkyGqnxOh4SgxDnNiBVD0bzmA0boD/Q6O/GeWgjZqYP8/PIzBLN0moa0riBfkQqjVwyGCBX/k6zm9CeRGZqitTmQMF4DiNd1soMaeM6bH+GePnvYeUMMhcwdY949ZXIypXYNTthUoDxPHF+DrvjztitVmOnliG/vRRzp90xgz7hqt9jVqwkbVgHM8tI09Ok0QbM1AxxuIy4doNmsNyOSc0I2wiqD2h5gzG1igFtg0QBP8qiip2UuWA97Xheo/fq1mnU2+TsBGOyvYLaEW2DtR7QbFbjvZauiQacklHbI4WW2Abt/0Eur7NOHXZjMH6aJJEUgvooMa+VKRAhl+20amPVnR+encPOYc3lNxYwxmtJNV1/Cn0OksshjCFK1Ki2yCRLoFNgtHWABr0MFZgsMJiYRQxHMnrejExyZNAFIWcVoM9Te1rLfrpyiy4TRnL2SopZyMg9NDRo2mUXaNaQwWLR7JWu/MjknhTWGqg8MRpCq0JVihHo+nVoBpDN2TGTTAejmSnaq8xhXW73IJpZpGVaopk1NmHRtgG9JLQhMG5GWNPHV177jhijGQ75pJuU8DY3qpAuy0LotjJN8smCj01UkotVvCFme9Mao99fDMl6vDc4MTgbiTHQYkkkkqhtY42l16+JoUGaQAyRJmrmlPUOCSrugGYneacB/ih6TSBefZxcirWpXMVr/5CcOSRW+wN1ZVuQs3xQ4cQao1m23mqw01bYmNR987n0B4NUPfXJkkyu60kfLXXekBwEts5jMMQQ8+cJCRU5TUo52ypp35ts65kcKdW8Bg8CSVzO8BZMSNRNYAbDkkGfuu5DRHsFTfcZOrhGIiMLzlV453CV9lkxWTAPQft2tm1kvhkxHxJNiFRYetbiK016wPcQa7JYpgISTs+35CyeKImYNEvKWqPlWgms9zi0h0oX+xa0H4+ZlHN5Jj1mboRFiyiEsd4MuaYNo9Ef2tzDpFuxjEXo6cZtYn5sDG5KfxSyMpe0XsxYoxekMZq23eS+KlqToalweBUTrC5a1te5ZAc1NMk1c7Y3qadHQFylqUcEtAlg0l4QEnIzpwEpzGtaIZXWgmlyIF2DVC1VqMF67SUiKTum2WEVC2EIbqSCSS550rRHh7SaKSBJM1YMFWYcSa0QjeCcfn8ThoD2G/GSMNPTpDqR5tbhBg5rIjJsCJKIYV6zYyykYYtEbaoVmxHrkzASx9TcmBXLZuj3Z3DGIkl7s4jVm0evD1XxbNLSEuP7gBBGjdbPSdQ0bFEFOMURYisVKpLJdXhdZE5FDsnNk5Kvc1aF1RIv6zR7xGhT3iRCDEJoRloLanKPmzDG+J6mCLZjLRvBaipalUuzvIoyQmRTk2E0AyrlZlHGajREIr6expiGygj9rf8/eX/yK0mWZnliv+8OIqLDe8/M3D2GzKgcqpvVGzYBLskFd9ySC+7555INEgTYBNFgs4uVWVkZERnh7mb2BlUVkTt8XJyrz7O5YDoBIisRqUDAh3B7g6rIlXvPd87v/BmXl+9Ztwtrb/T5AK0yHx7oeyWmIyk6p+gcurHvle3HZ75nZ376xOlUOEwTOehR5HpK6yZ2U1xmPIy9N9mfEUTPEEDKuxGm+T065nXX1MErdxeoNiN6eIaQxGGxOO4fbbTJEp8IgQb0IhiasrRdvJM+rmeg7zthmTEzgjdiniFOhLZyDIHWG1tzei+ElPC7MFR3iAI+h2ikfNLUoXd6MNwnvGxjE1zkeBn2XOYkmDDTAC4G/YwGbXsb11bGvSg2EcI7mGw8yYbI4oQocGNfX6HeZJ9NkR5MLqnbC7VspPMv9HNYwCwQH/5M74MFHbbrpjz/2wu40Xuh951W5A3tOPX2Qt1Xeoi0+q97I83+VULwrhx6CDP+8EFRlG2VYDElPASChzEpG07BEOCw6JDZXSKEB2w+6MG2iM3D40f8cpXwaAbzhK8vgpZvr+LyhKyJ9r6OKUEYjsiG2WCuxBP0TY7FYIAca+zPYCdIcmh4Svh61T0bFJOj3IYouWHTI+6bhJ+Q6Sli1bDTCdY2uDBJzI6w4vOMjUkcp0lAjv0Gp0dYnwmHCZsCfb3QkKVcruyEvz3LlWOGN0jzUQLofpVE7Z2+XqgYhftGe7jV5gNt3Wn1letyoFhmW7/n8eGRw7yQWiOVC2wMOKrLFp1nTVP3Slg37OGjjjrPX4EmN6DItBJLXr/iedJhqQWxb1rXJPXtGV+O+v+S0Y8LMON5ol8v2HHG14u+f87KabdOW1/B84i1Arcr4fQgQeT6CscHbVJzxg4HHZgOJx20R6TAW8PWDXscMZnucqeMDWT85jvC2yupX8jf/RnXH3/P9vxHttqo332DTyv98ROp7qSnb4iHnSUZU+3UdaP8d/+e19QI/+avOXx6YHk4ko6TxAg0lLFWxyEsQQaPXRHh21U28nlWHIhZR6KPH8ceyvDLRXuoMb0My+Ed2q/PKCn6lmVLD8Hx9UY6HWDbtJFsFX95wQ+Loq+9wnTAtjexIo4n/PMz4dMThhHaRnh4xKYZ224sMdLLRi+KAtlxxpjo+45ddvz4IEFrCYTzt4pt7iueIn5+wn/8gfDhA73d4HxW1NIrdj7RbldFny8vEDM9JXyaaV//oAHS+YP4KKcnHXJsxKevDU+Jvr7prPH0EbYEL59hu9DPZ/zbD/gcNHW/PFPrRvzr/4oQOiHM2BwIv/oNgaqp//aK5yix9ve/pc8znUYvV/rVIWfacoa3L7T1Svt4orXyz7vW/gt75cNxHE7lrAjhqDUh2jvs0ukaMoYBXbVE2zbSctQ+ZMRPHFcKpYexL1a8vxMk4vYul+rdAvJ+Ttca7c0hJMKkAakPZ4p3sBwIfUzcQ8YJdEPCcHfcdJjCjZgXmBRfv0/jwd6dEoJxRqFIbQwM3HXIGgYQGGJQbxhR+xdnxF50HurKcoDd4ZuMqNM9LqoYRA93OOyIrjDgtMMhYN411GJMyQfvhBAFir67VWjDqT2ih9qIvkdo+uCDNG+acQbFDS1oQBZTJDLA/wPIqe8rDh/VaRYwazQbHKowILgMZ7YBrdLNCGHgEqQV6ExlRrLBjCLSU2KJxt4CddvYDWJIpKh4Pq7IFhZpceyFcQkFUrf0PlkUsoAByY1GCorQhG400zpR3WilUZqTPZJjej9/RiTCS1SzUTgSmeaZ0p29VrZtI1r66cxSFS+KQcDjHo3YfETFjNrEaNRnj2CtQzRozRV7c8Pvbghn7J38vkGQCNbb+2xWt8dg07ROjcPh1ZsiPbhEtN7HPqMNYc/ePwMNHe6Cje6LEIf7IozrPYw40WCK9Np0vw7WDSCnVe/QOmktHLbG0Y18x13EBIfMbY58LZW1dWJwoknY6WiIO34lWgiUUriWnbd1Z1tXUgykuxN+iIu9SYBtHsbvGMRjaXfX+zjPt0bGJIr4+OOudagHdKYfsTQRZuz9/b9Hyf6p188WUXy0wLh3xXZygj42nS5mCKFr4mwZ9/T+5ksp0g1BRw+yvjM4r3iKQ3kzbCxaDIjmu3UomixbaRCmGTmtwamwlIYzw6GuI8LD2Oio9ccHtBBzvL5h4YzZzP27uG/alM0P0KKglW2l9422DpioVaygXNmwtluctMEkKDveOphiApjh9TpI5S5+RlsxNrpn0nRvIzFsecR60UaibHh/JYXIZDPTHPDFaR3W7UJ73emzacNYKzkeYH8hbon68j1vjye6dx5PznFKzMtBm+YBNsLCEIWGzylPsgGaAKq0Xcqeah+GWygMe+CkWzgY1Eqaj9rAYmNKXAkYrd5w4ohOVU3c5iO9bvQQqfsFt0CMWcyRe4ZzTHDJB8JywupKmGfdbO8uDTExzBmLJrIOd9eDCR3OQ864q1GpT5lQGiH/mvz1B9ZeqJtxrRFsZRrsk+4Q0kxOM9Ohc1hXtrWzvr7yZd14nSLn04nDMjGHQLjb4gxd1238fHeYXRwjD/RgE4BWD+zgHaaJ7kHAYu8DljogvmE8oAeo1Xuht06YTiTvkJVRDmWnJahEZeZTki110MLdEXy43Zk+swSSshFSoMVEcQfrWNvfH/g932HSjlBORin7sL3JjUIR26WXHTt8pO5X7jEcbwU8afMTJ9p2w7umO70ITEZ02CWisF8lfsYJeqGvGzYv9HIFX7GY9Pd5keU7RppJeGnbKxw/4ZevIpfbgLZliVQxGqFvkGZsW7UJOj5RLz/gywdaWenbhk9yuHSb6N7kTvhX/Oqg6GVsimSGDrdnKAZ2E8DRdrht9HwYsGQdKs2TWkJq1xQzz+KUOPgmMGBYZqyO64khfgZR8CkXBJtrutZjFAA2D3h2A+KMtW2IuZchM5SxqkfMjnjS+k4Pyu2XAV+uhjXDuDeqHMErTFnNKTFQ31ZsOmFU/O2VkOK4t+TMCFniv+8VmzL++R8kJM4Zrm/YMqC87VVsGVOeOT5+0JSjbfcvAAEAAElEQVTdKnZ4grYOAHTDykaOmVx3PdqnmeqwlQ35PwvNI33bBLyuG36rtNsrr3Givl14/PTEKSU4nHWQTHEMASb6etXvmwN+eBrgdNTadnuVWBFMzJNlweaZvu8wHVDzW8Jub9g332F1tN0l6Ner9u7XC74WvK0SPE4H/ON3gj7OM/XLV9wyMS3EZdJEthrhV0/42yt8/I7w4RP2+kx4epDzL46o5LTgb1/17J0SPicBRUtTFBDgeMLOi6Zq33yDPZ7A4fjhvyT87f+T/fKFRmdPk4Y3JteEeyJ9/ETMM7nsLF9e2Z5f2P/j77h+fWBdMvOvv2N5ODIdZsUzS5MeXlfYJTiLpdaww0HPtbFplNDshJQIrcHpTLdA33fBipNiiJRNbiyvatrxwVsrFfv4idS6/mzrhNuVliKNRH9+kUvn+irY7WHWnuZ8luU/Bjg84NtKv34hpZk2P1BbxnPHXl/vs19Fc7oaqlgOeIB2eQVkZWdfYdu1mX17gT//t/QvXwfTwfHrVS6VNBGi0V9e8BjpU6Lf7jn6XWv/vMDtFZ9m7HSWSHN5hYcn/O2rBM+HM/7yPf7rX9BeL7CIJdMI4hH91b+Ft89ibIy2q1iKmrlyIOw37OksV9aHB+zpr2j/8Dfw539Bv11oX36EDx9pXz7T5hM9Bvx8/OdYYv/Fvvp2JeasvXOIcnvHGd9uYkihqbb7ju8dW2bolTjPGp5ZGAyTIGfBVnAGC2tvWJ7kRgqJiGEdWu1jGBmwMTzjzkEpVe0rIQ6Bpsm5Wgf03DV06d7pRQ6De9QjtAFs9Ug1JxFIQWwU90bzTgiRGCO0nR4jvQ3BdggaOm8MEOzgIoVx4LrPrZ2gc4bfXcltgEJtCENR4s1wWxhjbjzaGC1oKh5ClEuSQAz3wdw4+DLOEvez0oi52NhfGgx2SBh78qaCVA+E4dxQ5Mfx0vFg1MHBeHd2eMdDoLtTGwKruzGAACgoIrCq3X8/d4mr2vnqu4x9u57vOm/YOAxnwA8d23ZKk8uu5U4KUYfZ8X26d0IdvpwYh5ikRiLa3U0x2pBcYoWjqFLwCa9yy2pYiQSuGuheJdhgg5mCeCCj3VJsmwEmptK6K1Lv91OjojNyi0TCiOrUINGtlE4wNdDmnEhTJAQ5kqw2feb3dANIsDN0dgaJJwBBImF3nYvvgSo1Gt2FCKPd2zeHuCXRRWKP/huxQMI9mmpDpBpuEjmmGEN0RpvccK+kOw9TQotiY0bvEG47y1Y5u3GYZkV4HeyQ2Q6Z59ZYWyUZiimFOADsDDFTjJpSCm+3K2/rStl25hA4pERKiXQXmgKCRaOBZ28aWIcBvx1vIHgnjdZfzIhI5A13NaWDEYkx6RoaX9cGt6Z3/1lr5M8Hy85j+twyxDMw0fpFh0ILYxOawASIFKQ1ge/6AmEcugewKEQpikRTXr33YQWT1Objl4KumEBQVthDgl0Pdi9lCBXINo0rb9zKsBttUqVrVW1lLWODH0nxBEDDiS4uhc1HRD+V3U92JieQlMktO8qN+b3JTRsJ+f6whkSk40cpwNt1bDpV82bTgtWdmE9w/KT6YXfM93EYBY+aVpFmbO9YeCNlJ82T1HF3Qm9shyCuyhzoPuFWYZo1mX9d8VpYX7/S3WiHjNNI6SgOS0z0cqEPHoCZCQ6bDljdh9Mm6xAbBri3bFhKhNBlv/QgGjtRh+g4lMUqirmlhLFAKQSiXD0WqGWX0EBi36/0thHio9xF9Ybls5w9HmTj7CvRxuffixgo26obJotR0AP6vMuKp4TVKKuiGd425QOHS8SpxGg8Pn3kV7tzbPBSV7a3F/LhQLALa4AWZiI7ecqkeSIdFuZtZdtubNfM171zifD47SfmGDTcTVlqaByOHK/axIMmc2m0PClkLNtYnul92NCzKVLWZaUPIWsCQ1fW/p5NtaAoXe8MDBsCBmdiN8I02jEwTSu6MokWAsSZENOwdQpg6z1wvV6VeDVde+92wLJhWTZFG/R2YhTToLm4JXEak45Gv76Itm9B9yaRvl3U7rJX3AO9XRXrGTV1bdtwV6tRwCVcbJvEn5Tw9Q2Ph9F0VGnlSu+Zut3wFmjbDeaZujZCvdJfn4nmhOAQugQZQ9eiReKn76gvX0iHkzgD24b1jfr2n+hbI8yfqLcv+DLD1karz7/eVzh+BNpwEySJGXuRSFAq1m9Qg5x4RLxtcg6MjR49Qo54NNnD0zIanAIkxdO8a0PRc4QesaAIJWWT+OoVa7McCh7BtMbblOlVzx5LWU42Ak6R0N8qFtWmozyLnHh6jfYE62qfipMafZYHfLsqqoPD+QO83STCEOkeBTrerwTLWkd3taHF9IClmX57HaBBTWlYVBccjw8CZe6bDty3q6Ke+YKdPigO5aaoSN/UbrAcZbXuumd3stp+UlI8swqa7DHTa6U1Z19vvPxQ6Y9HTl7I8URcN0U/Xn+gb5UwZTmH8qZWksurfs70iN9exeeIk4SgwxFL4LfrMGCaxPS3F9U+TxO+XccwYJaD5LJKIIsTPQb6tqolK50pb8/0txtpyYRvH/HPPxB+9R3cXiQ+fPxE366EUAjHR1X0Hs/4iwCjnJ/Am8S6acFvF+zhJChtHhC8eqP1UQW/HOllJeTA+dd/wcMfXjjYxHNduf3d35F/9QuMF3brbPlE8kpeMuHDgcM3j0zPz+w/fKa+TNyuG9spcfyrvyRPsp+nfCSUAvWkjWcZLWyY4pbHg3gfeda66xI2fFux7oTJ8KzNPs0Jy0lRJ1eFMDHJ+RPFjOq90fc+nmkNe3wktE44H2HXhJ4Q8X2lb7oX7PFJz+GyavLoEo3WH77SA4ogHx7GPq3B7QaHAci3ANdx/cRMa51+e9G9YobT6T/8YThUFn3veaa/PsOHD3CVq6tfXvHjCf/4AW87dd/xCLBhS5bd/PamaNS3H/HrG/3TL+jrJhYcjiPB319e6fWKLQ+0tcMPX/Dvf0+YD8S+qeFlPssVua7E85n4i5n6+9+rnvnyt/S9E9526u/+k9b5vdBenvGHSreC//jzNtJ/qq84yQEFo2mwd2gXYkiE0fRC2QkWiPOsfRxBDp7hEglxFrC1yqkXRtyaoOOHpen9yG29CRQdjqN5xugx6x7udTjPES+FMVglEEnDgdtIcaKWoplVGEBXdzWRjW1RjJPEZ3hv/DQiHozWfaz9DIFl3McD2m+uwzxBXmSLguVLIIh65gz3wd0x4rUMV6NccnGMeQOmoSZBEbsw/kwfB+jxqLK72HL//V0OEu6X531ghwE6X+lQORwbUWKQtSZ+h/fhNHGaDUZG89HqyYCcxiGAmIxHIyL17kzyUZfLEGwYy46Pg6wmnDqYd96jR224ISwa0QMxBTIZXxu9FWpNinqMqL4PN8/QXd4Fhu4SltRgaUDj3qbkBDzZu6MkxKTjpCOQLBr61RZgVBdj9i5ApDGY6ygClqIEN29VbugeNJQDCXd9uLLG94q96b1tnRqM6EW/b0rExDj/qhWnYaOWORG6ClruHJX7Z6SIzjAOuNwyQjMo8ukDPHznpngfjUGDNXh3euBGGGeQIQEpQdpH/Em/MO+VyVGujKA3TvF7dTbjvdJLIdw2Dmvh3J0lZ4J0Rvy4sB5nvvbKtRZikuNXkavxzOjQm6CvtTeutXBZV/q+c0yBPIStSFOfB2op6hTqcOiAy73Ui5xRyJFiSbFDuXsG+2W0nN6FIjCtOTGMfzOenX1Ea3/G6+eLKL3KQqPgCLQN1StVQZws6/Braj/QlPqGh/n98IePaE63kWVz3ASlDDFR6yp1qqGJ5WgYcQvj6h/AIQSevLc00MYil1U3bJg2sDYp9z6NN2NWNhwGB4Qqa1b4R4tmSNBc0Kx9xZdFufO2qXwrJIwdWAj5XqM5aUMc/lEbSqkCbu2qVSVnxRm8C4C53WjDMue9E44fxHXoVRC5AewJ84k0RdJ8EJSpbHheaLUTpqNgv71i0eVmCEb/cKK6JjF1K7zcbnDeOT1lve/uas9olRYzAQF4rY+8c5Ob4s6/6CbxIVQRnB0JUXowCOijC7UNNbjhexsPwYg4NHIMeVkBCUDNk5pVhthhY1rnNWDJFCHzTp/V9GMMkOp4aFDHwyGksbGf6XVQ2X3Abi3jVgkhEVvj0RLHYPzq22/5X/3P/uc8fjzy3/zf/q/87d/8DX46sNeNP153Nip1D9joa7eQiClySGfmkY1crztffteIxyOHhyMHd3IIxFZlQw1Rka6x0JrHkemUoGEhUqssdwy7Hr2/AyylplZFsSwruuOaVhC1AWC4VYiacJrvpDwTohbCVjYE5tWR0asqq41I9Ea2oAmAO54melt1OPGqOFBK7/Y48ziarBzfb1R+yji7G62ustzGSNsukLQR6jYOUBbotdAt0vcLPk3Uy/d0y0DC9wp7p/NGmJ5w3+jtqsNQNcJ8pmwrfnygff87OQ/iQVNoe4P5TFi/0l4/K+rUG7RCsAlvK4RE/uYTfP8DbV8JW6BfXlT1WQWpdgtsP3xPfvqG2+fP2LqynL/5ucvkn+TLyk1r1+AisY6WpP1NddBuqukd1eh2OEgksKR4Tt8lJsZZFbu4supVG187nGB/xqcsHkqc1c5kA9Zq4jNR2xAyJsFaa1UrCPzUGmE2YpMjEpEC1EqYP+HlClahJpwdQ8DM+zAvhiSxb1oEUl8OtG2j3y5aQ44nWG+aIs1HCeg2qx7Yu5pbzPD1ih1OiichToZd3sCcED9g3/+ObsrzhnkhHk5wu+GX5xGPYkTxBAOPhyM2Q7xuNIdYO7FH1S2jDb1jA6KWqL7TfKLVxtuXV/zlmdOv/5pEx28rFhe6FZjUosd2w54/y8FQV2xddcC/FQFi953QG1zlZPBpxi9XrKoZxmJSDe10gNDwt1dxL+YMQdX0Ho5qjQmRtt3oNhEeD2o5uLxIeAngN8cOquptZZejpBVFOes+nvHaS/iU9Xy2QA+Dx5MNj3LUcRg1tSGTamEOE0czfvE/+a/4X/zv/5c8fPvI/+W/+T/wH/+7/zv+6SNb2fj8cmWzTmmNfjgIAIhhZWX5s1/QrzfqtbC/fs/l84r94humX31iXlxNAdaIoWNzHkMkH4JFFEy8yhFkeaavO91sgNKb9h3LEatFz9nS6fumZsK6D5itQV7wbqM10AR3BWx9IRxPhA+a3Le3N02gxwTSPn+WKGI6AKcQqWuhuUQ+X1+HbbwQpgM2D0D4NOlzrBXbV1rZaCnTDo8S2+eF/uVHuYrnWW1CDx/wlxfavKi9a060ter/f3vBHx+o3/8gx1M12LWRt9fPqkG+veHXTaw9/wF/+ED74Q0/fqL9+PfUAL4caLcOz38kPH6EP/5OEaQQJTz1Trj8qJ8xZabzE/bb38pN8Ycv+Nv38O0vCP/p38tNfJgpb6/EX/0F5cc/wHYjPn38z7Di/st5WToQ0oCs1kZrA/KKCzyfTAeVrkFRd+iMCt40YUFD0BACng4aiMJwuo64wnAy4Io90zt9X3VNWxSb6m75Ry5q603nCm2eBlRVsYjWm9b1uo9hkoRUDWOjoKLeiSiWrvpw+wkqGYJcbXexwSR8aGrPcDNIIG8h4q2PWlg9SGwMYLWZHQezmMA0deduUIlpiBA+4u5DPLEhhAxOioWgd8yGq2Mcir2293rfd9fGOP9oCFzl/rFA7xoE+d2VTBixR8f2nXD//kMMkZPX3occ4HLojKYfOeuM1gdPpINFrZUxjn2C39kcarzxECTSjNZFx/EQiGnG2ek5syM4a21tuK/b+Ai7jD1mirub/iweMFnBx6EfGNxG8WDGJeD3imPo0ehVlfH30l7tece221RzS1ZEJHS1wOQW2Wpn3TYJGzPkeI+OvltJJGqblmr3JqOMR7UBdWcnojYaoyImoBMJviu50dTiY2FES+7V0sNBcY/i+HAzqd3HCK6CDTksTGWoMdJao/YuZ4UZIelq0XUlaGw0uQJad/FCw4Aowzhf+QA0S/jxAZoNe2PeO+dmcowM95gfZ/ZD5rkrwhNGOxEDliyXjNF6peFstXPdb2xbwYoitTmKgRJDHuKI0UzXgogf999y4IxDUgQJfxeics6qTB6RsHuEWh+5rveYJKx0d7wHGSfun+vPeP18JoqrA9pMKvAdNKU4SBr5tEkb0rrjPWtqEtTLLnjRrF8wOIRp/JDjUMhdKAu6+nrFuxRP86gNxIATWcyjSi0pQxm1qWK/Kbt3r3fqRg+KQVBWxY9cN6He6HiXNnFfsaa++5AiITg96QKz3vEeCVbp9aZNvhvebrrR2FUh2Lo2G6VoUd9uQBo32VULTx42x9agF5qvxPO3aqAwRZwsScTw8jrUuw/KIdskfkOcCTOwvRFzJB0ewK+QPmpBK51Ao7VVG9Y8cS0Olz+yzI9McZZw4mDtVUDgEAghy7rftKi2ttN82PVACl+cxHUqmx4aIYM1XaD3ikUbgpEpBuFhOCfKjlnDg2o8HSf7TpoetUmPcRyEuhxNvdB6JfiRXpXZxLsaIMqupol7DWaVgJNcn5O5Ed1ZQmcicorO0/HEx6czp8fE05/9ir/63/yvOaSZv95f2eqFLWXerheuX/4j0SJbOlEuL7R8IIQuUK0FUlbL0JQS+21ne/nK9Xrjjcry4QPH48JiRmpNbhKvyrjaEEiaJvSKG94VbF2zd1AVKQ9xqY0HZxs1xorE9Trs9zHpWoqTJq0WZK/tG26ZkBTjCr0J7BiMnJcxi5+ooNrsrmy4hfwubAp6a1ha6E0tO5bUFuQxU66vWpwxWnMIRtuveNbn5eVNucOyy66eJnqa6esm+n43NXxsb4TpjL99JqajuNHXr4R5IfSO7bPE0NtOqhesOPX2RpuOlJffY48f6NsV4pX2+kw8fyA8Psr11gL99oLNZ8L8iMeK/+53hI/fjHXqQgwH+vNnzYViZuqdUArHMOETsP74s5fJP8nXentnyph1CbBd+VjuzJ1uQ2BtcgWEKAfTuo/xlFxplrMe0AHoqkS2OqKAhCHK7LglrLhgtl7kJLRCyGc51lrEDosE+9pp9SZxxiSCQ4Oex4HzK2x12LK1ebNplpW2rtzz9t52wjxh3ogp05usqqLAu9pF5kXX4utnLGWMCuezLKAxK3aQDmJdOHLUpAl6krh0fdMmtBu9FeLTtxJnTO4wgg4N3CdSU5RbpUXBqPOJYDt9uwxAtHgbHA9UL7QesRYJMVDLhqeZdT5hX//IMs14NkLZNc15ecPChMWZcDqKLbVXwvEA+yudDDVgzfHrTVXU0fC3C0xJQtFwSdDVTOTpRL++4efTiOrO+H6FuuJU/PhA+eFHeoJp24ifvhXvLGYdHpLjhzOtrNi+w4dv8LYTB7vK50l1zR8etSb1Qt8LFidCmjCqBOJSmOvKZJnjZDx8/MSHbz9wfJp5/Ou/5C/+d/9blmnm39Q31nZhm2Yub2/cfv9HQjC24yP17Zl9ORNbI53Pcvk9PjC9vpKukfrDZ8p/+Mz+9x9ZY2H6L/6S+ZtHphhJvSmmtN4U3fGOHY9y49UdryO3HlxNU4MLgbsiLTFpMJNQ/KQInup9VBrTCUFOLT88wNuLbNI5qwFoPhBOT2IvbqsaeSySDmdteaI4ar3sWgevnwUYDmN4tVdIRlhOcqCFSjiIe8M0sX3+nuoBT8ORuCy018/48gtabvjtDZ+dfnulX98gLfTlgN82uVM+v9CjY6/fy5m7vhLiQiy7xMFu4+Awa4D1wz9oE/56o1Jphwe258/Y+aNghK/Pais8P5EfHrEPmvP7yxdsngnLmWBO/fGPhE/fEW43OhCvF61X80Gsn72Svnwme8J7hs+f//Osuf9CXmW7ktr0Xn9qdbixBxuwG+/PAVX1yj1CSsMh2PE2XAQBObAMOaJawZvhUYOakBUFckfx8rLjpRJSGlNkCR3eqib5puNTdxsNkWL/mQW1yXnDYiaglg4bQ6nuahtrIYjP4TaEjXukdLg8TCyFYGNK7aNG9k4zDXHsvZLaAoOcA9xdKL1y5wnijaFx0Fsbw0Kt8RZsRHlsxCM09ZerWe2a4sqMKb4PVkpOmqJ3H7/CGCIMR0QfzZzvdcvvKgG4Oa0NnsQ/+vy8V+2DQhhxFu0/Qd+/+xCx7rEREGiVkR4YVbUWhvNlDBOBn9wU+tTGYPH+fmcsVMwrvTZqkOsl4CPCJOeKXDoB8yomyRhIhnf0Q/spNoRLmO567hMG3NUgxOEecX//neQokcg3yn513jDGnxf4uDVn9V0ilAWRJoaQcXdJtQFrjWmcH23Ev3rDWiN0+4lb4rpHhIrp/2No77u/aHBfQM7+EfmquiAlqtx5OfdK6+FexYBmEqZcEXcYrhtMESYiFbQHAQ11katDeZ1Ib07zRhvXVGyN6XrjsDpLiCSCznBzoiwTr3RuXULJHeiqz1Dva22V0jprrVy3nd4qmcCUIykGcUy6S4h1GxGqNkAdxuiFGs6WoAF6UDFFNOQQNYhB72B3wZO9N9o4AVlv1Dr4Jw6t3b9+fxdb/qnXz2eivCuiLgp3abirRcNHlg/rmE2jC14qD61wrzm2vkEr9CQbsejQAjsGIEwH5a5Lkzgxo40EAyjDoEeniR7HQboXPC4iwacD0X+KU6hXe7T5EPTPOWFNMR9iHMJHgDANPWf8HiEQ5wd6VY1naI1WhaDV7rAqZ5YnxTF2uXQM189fNt10vQi6dbfdhZEra+rT9ukwXDCKGnWvotKnCZufCOaEtEgsqB2Ph8FL2bHpAbhzaY4SeKyTpgP9csOiEZYH+rZSYuHWjlgFi50pTuOBpYcYbRNEanBmzA0LE73Isk6Sm8jLbTgrOpYOyqBHg3Iljump2/i8ghaAtg8wZ9nxLMt5qXrYxiwgY6DjYYHySkwHetsH0HSi7hvCQmWs7+8Pr1DfmMLMbJGFztECS0I/L4FlijycjyyHAyk4y+nA4Ze/pNdGXyv//v/43/Ln/+VfMh0PHPKRfruS3jbOcSGsV2J5YZsmSnNaCPQRUbCgg1VKCyEZS0+0srPvjf3zVz6/BJanB46HEwfrUqstC+YaA1ildU1O1BBSRuznDlgST6jTh5V0UIBGpZqI59qomDuWogSWwRZybzgSpKxXAcCSRJp0fCBbgLLTWmXvwxIXZIGXK3LX7ZzUINHrpsNo3fTwTDPry/fcykYj0bompr03Su94WWnutG2X2wkkCl5/hHlW5G537PZMmDL5uJDqhbw8kGd9xuF0wG4rYU5wnHS95YVWDnjfaPPM7ont+EvKVlhbp75c6acjeen47QbtQogfyZ9+gd9u+I//SXb3w0Tqju+vLKdH0naDaSJME8OPiVFotmLnCfeHn7tM/om+5CILUXZnLxlfghgGAGHRhi4m3i2QVvHbqpgfM+YbfdizAxJsbbHhHpixp0d4vQz34dDV/Qb7yL5HRXdCOuj7l2fYCiRN7iNRIkA+ypasHwJcgrZqKxe5/hiQMRqehjumFVXAiqYEH39B+PF70uODKilvFzoTtge6K2aDBWrv2KjrpKyKjDYdNIgBmw6wXxUHtfg+RXWa4J85wPVVINp+wStwPGNrx7xghyPcLngL+OGk2tqyy+7OTcLDsohREIxwONLfvmDpSFge8fWVdous4aDfO0KaHuWo6Rk/HeD6RruNVp7aBP6dnujbKyGAHWbdv5dn5d1rw6ZH1RDnDJcX4ryIxTRN43+ZboF2vQ4Wwg0OB/ptp6wS6flwxrMmqv5wwl8+Y998A/umDdH5hNeN1jb6chyb0aRn8/WNJS/MaWIOziFn5ohcSxaZlzMPHx6YHx5IBvPjkeXf/Bu5PLfCf/g//bf86n/675gezizHJ/rrC+l15Xw4Ed++El4+sx+OlPVGM/B8pNGJvREfToTHJ6bjwtwj7e1Ceb1R/x9/x+UI26//nOUXH5kzpIeThjXrSswJ86YDnAWJh+vtnblAG6JTd3pdtbmm0y38BAUuu66hZbBOllnXdk4Cw7cBXu/AehVPYpmgXknf/YpkBtcrraqNwq+b3ClZAyPWi8B7xyNemgSQwxluF23DTg9sf/g79rdXep91GLu80UOg1J1eAiVH6rbK0n29ae24vWE//oiR5XK5vYpJYYlYXogs5KbBTBisLWtGCDuQ4fEDvVf8cqOmibpe2MNEud241aJp7uGo6u7PX7SuHE6k87f4foPf/S2xT8Qpka5XwttXbDkTr2+E+aiD8u1KTwvx7UWNE2HC/efBBf9UX57EiItJruQ0ze+HKgx67XSvg72halmzQKsrIc7atWftB1vd8TFVlpAnqLQ1tae12gbz0KjrJlE92nCQ6Lkh160a9DwOqGyTY13/MIoPgkQ0bABCLWFNzzGC0TqK3JmcHIEmV5yncdQI7w4Voo/57XDO9CYnWBcvoo/9Uxxui2Ek+SkO6owa+D7EpNG0Y/pZ+mgDue/1NLS0d24FdyfKvUVoOC4Vr7ARp5OgBPfigQ7cB9FDXMB+wkUwRBVHkZD7gXlEIHBXyiCozKCbv8dq7odvZWfuYpNxL/m4R7MkCrmErft+1DUIDO8uIq3ZVgs9JVpW/XOtaqUUVmZ8LxvuisHNrDYGjiNuIuZM0nDhPki/+5e860v42EcntWb6XnQO3CuEYWTpElZU0tA0YPROBOaoM20pzrYaYepMOWOoqjiGIOFi/DzdoXpX70QI5CEg+b2tJ5rW2T5Ejpz059sQxuxuNFB1tVpV+4iuQegST8L4fW04s+S/0rXjoCEPjnug9vs1FsSqshHF7+8nDZkAaqMNroq1Oj77PqI9znS9cVwrx5DJIWI50+ZIXTJvAa6t0bogxzFlnE6rwurXbpTW2MrOthfAmAxyjsNRIyZeSEoB2BBC7sBeG3ye7hIofQziAkYcLVIWRlwc1+8WTUiMOsoGXJwnfAhtjs7bHUhhDI7/6dfPj/NYGgun4jN9XJjKwDcsqB7I222ow7pJogVgAYIqTk3qsJpLirgQU6Lho1e8CorpQwCNadhWHYuKtGD+fpij62uQZNfz+43ZRhNQnKSQpgB9LIxk3mvCslgcirO4FlCOEmFC02I1FNWQZvq20n1A32zHGNWy06wpbWtqP2hyudh0klptw2LXGviOTZOskGmm1aLJS5INzVIcoLOvxIcn+n4lLjMWM31VrWwrV2yZsJC1kQ8Huu2I0HzFJzlj+n4TkC5PbC9faMeFzokWK8mlzFvZdYPFDOsmBS40zAoQh8glO7IgPqqpDdZ4r+TF9VnEiTYOEW1fh5VNip8FJ9rMfnkmkph6Z5kzKWaiJ2KrJDJxVKOGvGgRL5umddcXQm/kPDMF4xQSD7HxMEUeHj5wWGZiigO8GMjTzHw6Yt1p607PE+UyBJ1t4+0//A1//3bj8vlH5gHQ8mD4FAk9E2rHVolDe5pkbJiXYbzJWKxjAooqs5ZHlm1j2yvblxe+fH7mcjpzejqzzEELsEvhtDamkWNDIqJ8JzTlTL33cfPfLWV64MZBX4/IGml5Uu3dHbzIsLqFMNxbo6WkV0I+EjwQLRDnhX29KIMZ7so5smiiBcibRCw5U4bjwAL7dmFbC742uL0IspYmwlqw4xPrj3+gBKN10wRzOhA9EqcjMQVi64JcHk/Y6UC0zjTNpPlMpBHzJ7o58YOm1HeGhvsN0gfay/f0h++o+wu1NnYCt/iR9esz8fiB+vpM56qnyOFZsMQian+8baSnb8leiNNCPH0Hlx9I5ycipuafp29geyZ8+qXuuX/t7Tz5IIdEb8MCvMN6xZHd1rorJrhVHLEgCEGxmpRGPGUhbFFNL/tNh9n7tCgk7LZj15uiC2XE1vKiaGHvYBM2qdZWDtRHHZRCR7X2DUhQHes7TtU/F7ApaXO4jYYEUFtHOtP8TdEBmjYO81kbtrJLBCmFMA63sOoBPA0hIU9wK/jhoAaVBnY84JdVAudyoq8FW07K8F9WxWXCRJhmfJroL18V6zmcIC3YuuPbTSJCTPSvn4nnR1XXXq64JTobRsMODyNOq0gLdaO/vcD0ICHn9jIs6IXytnO9XOkfPzLnQtwaVlf8ehFTJBbsj3IwmG3YvomxclvlkDgc8b0rMrlfiHE4h+YEYaHFqBjUdsNzoF3fxgY1Kc5kAVuO1N/9PcxHprIzTQfSshDCA2nfiXnWYe3rF+zxUVXRlxc4HOHrZ4xGmo5MKXLME+fYOR8iD7/5c+bDTJwmGk4zIy8H5scHRRA21QPXl+tw+qy8/ff/Pb97u3L7hz8yJbkyPEb8kAjtgNVOeHklTDtlmWlmtOVAM0WPQ+/Ep0di78TYSZ8eaT9+obxd2f/mt7z97u/ZHr9h+ctfMj2cySe1moTjEX97w7dd/LCU3gGddyiu10JDG1vua3nKuqdikFC+bdjxDJscO57HIZIREV5vEu6y2n3C07faNFsgPTyyP3+hVcVsepVbzINiteTDiDk+KI7dxaezGCnPXyifb9htI6xfdfBaDth6g+Ubyo9/wEn4smDlRs4TsRi5RwITgY6xqbHIjbjfSMGIHx6I12fCx18Cjp3O2OVKOBwEmq4bfvqA//3f0KYz7e0rNUDZb8zM7OywB2p7u68q+OUFu1x1r+B6tjz+mvj6THz8QFyeCD/ciI8fCbc3PEbs4QH/shE+fKsIu/18s/af4quvG2FaaM0JaR4NPVEHKQtY9OGI6vhgjjlFEY3tpuu2i2QTzGi1aqg6DmkeJGL0VuSE2Auqi43UfYXiMM/CDr5zFFyQ49JG+6AgxWPkLie4MeIerjhaRwPTqENya4FgEz3q0Eac0fRZ8EodqIbjAlPNa/B3B4qcmHeqAgOgHwiW1abD2OvDOEPo0KZehD4iJo2URvubl/Gf3mMhXc+TJOilWA1yzTjoWWxxJBsltsrZFoc2M2JJrWEoLhWCY10/8x2kCbqv5bJREYBZGiKNWpQ6/FT/Os5IdzcBgjrQXQ7QEHyIXz8desM/OmbeZ8mKqADBRqtSIoVGCapWJoxD7NiXQ9B5xQB32mi+1NcItBAJDgFFHEPSUFBvBoMxAy2YmtVUy4RFxb+6jZ/17hin02qntEK7t28OB1+eDN83Wm1sQW1AUxxOF8Y+0/s7X0au00br0NoA3xrEOyQ2pjH4Ge6UMfS04bTy4Ya5/z0WJQINB4vDGKYmMKe78V5z/B4RC+Pa8lGtrT1+d4NRl0zTNUpUBLnTxL4a7/vd/xFqI+2FQ2mcOuQQ9RnEQDvMXFNi63LdhOF4bN7UdOldkahWWMtOr5XUOjkaMSQ16Zh4ODFnudVbRbXgQUL6HRQdolxpKdzvQn1+PjhoIGFKHcdQFJGKQIiKI/UhRCo61Yd+qvfv/WL9J14/34kSZKWRUOH6o32ThW06jN9B9b6QhrrpYBUj6d93tbzg43DXfSxECWth1IkNlZnx4bYi4SYeoHRaNgTejBI5xqFSJ9moKWbZZH2zBMmGAim68vsaFXwsBHf3BTAFKVO90j0RumC1HgcQZ78IrupDNMhnHfAtD+cJWrSmCZXadOhvEIZ1PGSob9jhRPBI3Fda2+l7xSctcN3HZjwFwumo3ydMOGlsshqxr3iaqetKPJzpBn2/qYLWokCNfqNXJ0yTMqq743Om7CuXtND8R5b0QEqyr/faCB4l0CUTRNS3gb8yPdzGotXbsKSvrnjO/XMlg9106BlAVcOwtpJCJncjXp851yuH5QOnGDjMmcmMKRlzhXk5k6wTlicCgbpf2Uul20RLCfKBaCvL8QPn88IhZQ45cXp6Ig1I8V6V0xQMKujB7aK+13LRutsN//oPfP3xMz11Ml0Q0ynC8aAe9a9fJNjVFXMobaeub4qrzDOdLpt5SoTliEjPmcNcmVpn31bq7cJbddb0xvL4wJKc5XAaGdhRBzwgsZqajIeTwpkDbKYngFTUbSj+AlXhajaw6loCxrDFggn2WJvEGdPCkVIimtHqRvUoMW8AZN9tgGFAryxxB776+N163egdYjTy4wMcM/3eJV86vV2ZPj5wfVspOZDiTKgb0/GRHAV9c5MVtbsWQbMg2NacCPaAV4GRe2gCCdeNGNWyYmaEx+9wD8Qpkt2Zpi8sFfbprJaK2mh9ol9faWvCpok2Ob5VbDkxnU+E22fyw68IrcPxE9PpEfYXUnpQDDF/gHLROrOcf+4y+Sf6kkBK3SUOE8F1IPJpgepiawTDOI69leJffl1Vf7xWRUf2Va6mcpPgshzBJ4koOdMDYDP9LmwANj/BvuNllSDMrM1znhVFmE7YaHig3Qg5Y4jV0toOfcLKmDwQBLLsO96Sps0TasyySe6avGC3N7CuthoMe3mVcJoVY7Lzgl9eJa68ftV6aA5tguNREYx6kXvnumHzA96vhIdPkDJ+vVLf3mi96L7qKx6KYlGuTYE12XY9BHrZxD8qdVjh9Xu5R/r1VWDQMOH9Oj6nnTjN2F4UpePAHtchtNyYLJEOB8wL/fIFlgeYIjYLvOv1IhDw4yJOjd8GGPhVEbdy1WZrfdUAgwTbponXqF235Ui4XYg5kyySvv+e0+sLh1+cOOWZ5XxkcmeaM5MXpo/fEb0R/+o3WMy0yyv72jShjAGOJ2K9MH/6xOnxxGGaWKbM6dM34jYQ2Eul1TLWfonDjqZe7U1rv7nhX37Lyx+/p8dO9i6+yhTxhwdCnrHv/wFih/UFsyfKAI7245F2PFF7Iy5HTR8PB0KPhMOReV1Ja6FeXuhfPnOrxh7/wPSXvybnzvz0EY4H3FZsWfBtJez7+/TXe1E8a9Ro0gUVtwBer3hOGFXg1XJV5bbC74O3kiAGwpQFlB0w4hCNOM3EYNTLGzVk7OFELA17ecEPY3AVF/11PtLLTRyilOVw2i40M1KA/PFbeLvQp4k+qS68v7xQ5oWwr9SyEZczcb2SW2AKK3EazB3P9GWhlwqnA2GOhHkifPy3ambar3J0TRJzwrJgeSZYw3/1Gw0CYiD1nak35uXEXhJ931DRqx6DmsbWd1ElxEg8zNjXnfThF3KQffiW9OkbeJEgaFOEpyfs7SvkTDr+63aiYJ22vxFIEj+wMZjJGGXEWLRnsXnSOSFEei2DVxe1PvROL3U8x+UuDJNYPj74fY4PGKoOXWk+0tvgrIR7wkEn/3GW1I84RJ12bxi7szvivcEl4qFjwwUeQyZ6E9OKRcy7MazqGO5VTrm2894C0yt9iCa4q6qWMVy+1xOHMBxMcUz1B9RyOCkZkouNZh/rNtS+OhAFTfs/RuvKvcI4DBWg6byjogTX3s/G9P0+zHQfxRo2dBujtziG03E0SSIz/XBESCBQZCnc+ZXykGiN7yhWcYfktjpiR7rLJB3sYzg+PDF+b49h8CzgJ6pNGHsFOVPcbKRlErnNtO7UUmghS8wa7pboagW6VxA3131utRKjGCo2WC19fG16F7eli90YR0zJch5amGC0dxCy3D8axtfW2bad2vVTpxCYUiCNof26d/Z1tALOwhqkIBbHMDOR8HemjNUdWqY3XStuYnz0EZWL97rdsYfXpSY4rQ/Gh5gnffBR+Ol9Hfwc704f4p1FG+mGIRihM29vVaJMvN9TatKRgWC4b0KUpjIcL907cdxnsTeW0jhVmC1Jb0uZdppZI6w2NIJgahy1QPVA2Xb2Wln3jb2ofTTFQMqZnDM5RrGFfBTPBDllzBOtiY1zF6BCHG1QIY37RTFeMGLMuhXuzrNxP0lTFQvHYiZEJ/Q73FYi2T/m6PS7I+OfeP18J4oHvGyahNAwdsiZ3iujYP0fPfwHMbjvivEMEC3hznTQhtv7UNFqpU9JdPk0ja85hAmGCFL2ETsp2lgE1zRxvEk+clfEYSdLw3ZXyk8L2KhdJlS8rvr1Uxxf40avgRCVywxpxmxHJi4tdMRJwNLRlGKWBGUzU+wBMSP6IDibBy2i7ULIE14uWDjq+/Yd80ag02IgLUfwAkXOgbpe6L7rMB8YD4KxUYoz3lZCOuJ+Ga4eWT7qrkozSy7xyiGmSRnl8CQX0fWFujxQWwMKMYVBqx6VxLtcB0otFSyOVqA8qaKSQA+O7y8QJ0IrxJzw/aIIUXNyWwm+E+xAzoE5FOYwc+grj/OJDw8Hnh4fOR6OTCkwx8SEk1OWYh4jwZTZ3tdCaZWtG5s7bgemZWY+n5ktMOfMnCLBAtUgeScQlYdz2UMxqcCt7QRvahNZC15e6IeDrtUUiFNmZjyA/YF4W4mts+47YVeNVt9f8H2iThHvOy0f8HwEXxU7ChCtcZgnAeto1NooX1/YU+JWOlMMxGBEl1Bwt+DhCKjlhdBUAewAWWKHuw12giYnWMR6GREnXXfkPKrfyv2xTUgzKUaSS4CsBHqSSGIGlqMWodYIWdni3juN8M5A6sGpPdL2i2zhbhCyoL92pNVnAkbKM4eHzmyBZJ20/IpEZT4+6D5pjb5d8Rwp9RUPD2oE2jZ6VHuTzQd6N3q5EEfjVsizft7pEW4vxBCJOGF5JJaVvDxQtxeKn2A64o8HWllp1yv7i4sdcPhAWd+0SMcF9mfi4ZHYd9J01JZgfSN/+A39+iO0Tlz+dcd5DIN9FTupOsaKkej3/HGO2H6TYyl2cDk1sAlyV8zFTKVUrY5oi+M24euO2wbN4OkRri9q6LKmr0OB7RlnkWDddiy0YQEellcf9YV1QGarxO8OikJShnU8QtDEtFuF6GpU6wWvG1iXw+SY1QaT7zytGzYZtt8wmzV1DZrc0eTiIyI455jIqqVhleAYIr5+xZYDMU3w/AX6KmfflOkfviO8vtBL0NpaxLyw2MdaYGptS00HhPWN4Pqrpq0VeqK3C8as5zROrDseI7XLwdCnI/35K2U5KSq06/DaQ1WUaU5Q3ugEVTy3AtUkqh9m2ttXnKjN/cuP2OFhPMMe8Lev2DQROqT9jdAqgUwOMJULy+HMoV54+LNf8fjNE48fv+F4PjOlwJQy2Z08L4ToEqWBvt4o228o+8buwrl3TuTjkeXpiRwC8zQxZUV8GpA6BA8kszEVH1PNDq3ugtT2gG2Vvj7jxyO0DZsm4jIxD6s39SPheiOWyr5eCdeVenikffmC3660ZabXnbKcaIcTtt2IyQlLBDby9Ij9YoF9p6879Xd/ZD/MbLsTp0hMkdgL8XzS9dI7tC4uxOWmQdAYJoVlUbPJNNxg8xG7q+VlU0vdbZWQeDwCHd/FHDMCYTkS8kTcVB9f0+ASlVVr/8OihpG9wPmIr6s++yTBu6eAR6PFif7DHwjbaJhbZsJ+xY6faNdXQc2XRw5mtKgoTvzFr8iXZ+bv/guJe1uHH3+k10DZ3/DTB63VL1/ptatS+/SAh0h9+Z5weoRaCIcjvt6wb34Nv/2PhHkmMNPjTHz7TD59pOy/p8VIPz3I6VZ3WtkpFunxQHh4on3/e+zpA+XpI/z+t8RvvwN20nGRIPXj9+R/91/jv/0bbN0ID9/+cy+3/6JebpEQJmKaVA0a1D7joGFLCjowTxIBFL9RC4ZGvoq7eGMMKLsGhJbfDy535oXXRsvh/d/Z/eDWito2xqHcR6yjN+2579GYe6RBe/5M710H2ChBQGkao3nVtHvKig8ECSGgQ1YYPDpieuekWMx6rphEIv1sOgu5ycHRPGpYO9gg+qV9xEnlCMHkGgh9QDvvINjaJDZ0eOdiNNXb9iq3g9mIELljtWqPrHdOrgL0fW3UCYc7s6U37Wf7+Bp2dx/8BCjFRozVh3gyHB4qMxBz4t5aYkFRxOCBETpX45KPgbmNPQP+j94v6IacA6DjmKuJUd9OAkkKkExkq1o0WImDBeNBXBKzjtUucWo4uWu/8yw6MaqtKciSPaDEhlscjpNxwHYJOhG9992M2kcUpjetR911SDYJZ26BFiMxNOZeKFWFK1tVVLejoXwCgiV60ntjrQ5Bqw2XiFO7s5VC65DjMAHcmSai5wpsO675YOOaCoHmgda7MBgmAUWxHOeentDmaIB3m5gqfQCShQ+oui4AoWZ5j5TRBpB8xMbMO9ac4E5eK8t1Z0aOkBYTNRtbMrbh6gTFg7oZ1TvbJsDs3jte9Vnrc0JuTkz3egzgOnNI2AniMfWi484YFFgzzOSKuzOWwr3QxuvgMIURBYTo+ac4VHfVWJuuAVohhjTuDe0b+3B3/ZzXz/cqWh8fsuB3Wunuuboi+d8YkR+BkqQay72CZcVchr3KR/WxjcOgd5cli0BKiyxWk4BW7pNu5qZF0WxSzZ9FLKPDX1ctsbnjedYb4iLhOwNkuKuZB5RV14JVtH76sL/53eZWcBt1w6WOnPGm+EYQILdXWQ9bGx3VvcIABt0hsCE1rCtTbvmkt3xX/Z6AtSseD9R1k7pt8R3u42HHq2C3jPW4t03vQcoj1mWEcKTzlWQLZZnVkBHrO3U4WqBxou5f6HbGU6b0nVCr1Pw6a5IVpdSXfaOHJAXXErbfaGVVK0MJ1Po8xOsjITcO64alSrveiNYIT0/EWJjCRKYzWWCOM7M3HueJ7779Jd8+HHj65jsOS2aeZhJOtjii2cOl1IomEQRqKaylc71e2Kqq3+5QsNCNUGTr7GhakVIi9YrVShhAod5lTaQUwqoa3ZqCJlijpQbLWGhkc47zTHBjCoHb7YV162z7RrNM3TdqjVQ2fGl43jTFWI56MJoBdajBRp4zqXVah+3rM1cyYU7Mc2aZTbfGff2ro2I75uEM0cPNohxedPCy0++99vAuSpKmMY2oEKYRd3BizOReSHmiaLUcRsxREY5robpvsMMMVQIS5tQOZd3ZyzbQDpOy5mkicNQDfznR11fSfMSsUzuErIdZiMsYGwRiMnJ4oPaCHz4IINdck8mYsTSPhzeQDqqUjZpQ9LoSuRCoWNJkM82PeN/oeYISiB//XPDTEAS2XV9Y7EjZdrpXtpdXZft/+Hv26zPTp1+z1cJ8OBJTVivV9grdidOM788/e5n8U3xZdTxMsjuGrIf8lOD2CvVGt1HWOKcxUQfbg9b4OhoXUlQkpVWJHd4hnvG4ayI2Z+WBlyf8uhKXI75udJF95bQoVY0r25sy7gEsnfDr82gND3KnhCjHXzfFU7yq7aF0QV7zLIGnbeJMWcfmRa7HMCzljw9wrfjrCo9H7PaGMavpaQG/XiCqstzjAKav0E2sE67XMSWJdN+x5aSJystXlE8fjo94or28SkSaIn4tyvo3k9tkzgJ7jiinpkeL4rKsGja0RiBAVtNF6Itcnaj1IQYxCuwGnUjfbhTvWG3E/QIh4w8HbcJuX+nLecQfM/3LV1XIX650Au3ts2ImUya2lam8kZJgoWGeCQ9HIpV8PJBrZXJjPjwy7xsPx8i3f/EbPj2defyzP+ewZKblSHInxyRDSxzxr7oLSB0ybV1Za+f2+qK1n9EU4aORoFRNf12HtzRnYmuEWjRXQeKYu8sts2vtbynR9xvNInXwtyx2EnA8ipORQ2J7dlY39usbbZ6p1xvVjPbyQn8osG+03mmnMyFlsZWK4oJWIvZ0IhbFy9bvf6TFiXBeyKeFmUaaosDJoEjzYcYmXVsG4qflWdN9R5DfHGVjdhdzIhi2HCTG1B2mA+E+XZtmptuVeDpSTRE1M8PzIqGlN1g3mBeJdscTdn0l1j5ckMb+5YWySWyyD4n+h99jn77Fjh9Ul/34Df7jPxCXs+7N2w0ezwSvhA/fauMeZ0LeCd99R3u9qHHn8iqBsBXcG3Z+oO+r9osP3+ExyxXTKn57Jrx8j9Ub9vEDvL0SP32SmycDMRJ/+W/wnNUYFAL99Zl8ONG+vOq63wt+itS//X/RrhesN8L1Qn56Ik4H4vEMly/QnXA84+36z73c/ot6lfWCTQdaq3KZRB8u5Y5XUwTOophMhjYwOJ1O6Kgq19TO6E2NN73XMQbX9RuG0BKWSde45vKE4NpTj4O4m9oAg0PMiW6N7jqc2t3t0BQv8/cIjUQDr40+Ip4BCa6tVmoSnJXhUojBCG3Eje5Cg5QPwt3F7l0MkHtEf0BZoyzAOkPYaA6Jd1dCVEuOC84Z7N7KM77GiHDLoaEDvQ7fnTg4dwKdDudOlGPeY0TtKX0IKHKm3A/gyVAbTWv0MMQReHcA3TkqBmM4Hd+rg7kzEu8Oh15HnXMf74Wi43LdNBoJC30cvsWV9A6NEYW5s1zuuBKLYn94154/BoIbmeECqcY+4kPJwbq4lDDgpPe2msGK8a7IyPtnH00H63FWU5vjT/+/EgqjSdMheCf0Tm1ysESEitJHnca10Mcl6aQcIUgMsRFPbhbYk95HIUQV2e8jPnT/OZs7pXZakbs0xUyyEcUc4pKN4a/cQp12vw+808o+xLIgbavz3lzqw4UThuiIqXtFMf1IbY3a5PAMHkkRwmgq6uMsLu6QPjLBWLWXCKUw741DmITxTVECyhTYzLSXNzm6am3sZacAe+uUbSObMaWIMQRK76RpJk2TYmXj++ueMZkU3EfcK0AYA4iUxnt1b4btWBR71GIcTFQkegU5k8KI7oU0zBfu7xxQvwsoXd9Tz8X/fztRyo5G7Hd1Rwuj4gi6aOx+ofRhqnRtCnQjArXTg/JmeMBMcFhHea6QF2VmLYCJ1dDv8KO6axI66pHvuS1NMisWFkV0uizY3jZZWzF06ozKNNLxtmLjYKYI0nB6tA0vclz01nVY7F0KaN30xkdt5kXeLjqo0vT3yJkg+FTRxdSc6BvE5R1266O6l16I00nvS9lJU8bbjV4avXSCLYRpwcKs98TH4dUrbb8OXsMOVFI80nxTjWWa6NuGZSfNmYSR54gffkUthb1p01mbk+IRy4YV5f13m1m3SuvKs/ftFetvkJ/gusFtxT3CnLDUSPXCNB2x16+yvocI7ap8ZNzI6QOTVxaLnFLi6emRTw8LHz99w8PpxLIsTBbUZmARCx3yTLQOPdH2sTjGxJQVu1lbZ9uKqhQtS1xCaqv3CjkTZ1mXrQNR5Ol4u1IdiWq+4TnQowSaHiZZqS1hIRNmYwo7Mc0svXGMxr4463plv7xSQmKLmbXuqgW7vuKW6esqe3NKgiuWbRDBnd528Eh0tUGVK1wvRojGssjSFkJgygvR+mgzCgR3YpLttNVCaBWPk9w1rmv7btu2e/gzCwprLovgbHAIgdaq7qmYx+ReC2Qww/M8HtI7XoY4mTLWZI/ftgu4EYn0qgOcIRvjvdbNDk/QGjEdoDdqraofJdC6EdqNeH4k4IRrkQo9H1TdnYLcMz2Macmue385U8tnQjpAmOnDZit326w6ssM3WF0JD3+Ge6XWG20bVXPpAd9eydbw4MRTpplTCqTDN7TnK2VK1MlgfWaeZva2kWwmm1xp/6pffeNeG+hclZ2tC2ZZG9iesbBDHQyfXrXJgyFYZNzlPtL+KeLzCbYb3gbP4eMvsPVNn3uWNbcvC3Yr2uKFLsFua6OmsaouvUwQomBg3rF4gPWrHJDHo6qDlwnzhM+apFGqWoBCww8TVOitCkI+LYRaoM9ysCwzvL1gIRFPE229wu0fAf5SHrXe4E1xT78+o9PrAIuTtMnyBu3GkD3FRalX+r4Rp0f8uqqKMsodeQc72zSpbSJmnELvmx78rWP1psPeeiXsXewoX3UIORyx9Y3gAU8P1L7RDgsNnS16OsApwL7T1gv18SP7baZ+ecOPJ/z2gt+u2PFJkaW90DUWI7gRt2fyFAhffyScH+Quut0gJ+LzV/LjI9O2sTTjuMw8fvvnfPj4yIdf/pLz4yPL6aRK+FIkXtJhHgJQy9RdDJweI7l1cq+szdm3nf52kVOC+wGkDF5NJiw/rf0pRSoTYb8AJuh8e6WnQA9G21Z6lsuJNOtzPhy1H5mPLGWn2Cf2B2O7vFF++JEyTWwd9g6tG/3rZzkgrhd8nmh5wqeZ6k278PuAhY4fE94L261xuV4Jc2I6zKQpEwym41nMqMtViQTvxONZ54W6qRVvPuJBU0cLEVtHxNNckd/DcThbdkKemDCmlOmlKPKZJ7i9AWLEhRjx01kH0fWK34ZgP0eMDeYZf/0MjtyArz8QPnwDedbhzhvshfDL30B16AlPM/260U8nek7UkIjrM+Gbb+WY2VfiXoiPn6jbK/34ANeNXoaL+PZVXLsPv6Z9/VvCh49wfqS/vioSt14gHwjLTPjFr/HLV+yv/p3cjF/+SC2GHybCcsS//x22FQgmxtx2o647LA/0r19oD5/oZPzrC+npTP76R2KcSXMm5H/dcZ4wHcEbIat6ONjgS7WdEGdFkd3FBAxpRF/aEP4WHfIZHnwr9DvIsenPhTQN50Oktl1WfFBseNSC91oGYFSTREuJ3ipmSe2gAqbg3ulJ8V88yLXXVLfs9yHTaBiNJteX3yMwAwIaHCwnYoj0oAa1n/gR44A3hI5gaH1mNIVYH/OoIWDf3QMhaBg4gOeKwzD4RjoA+qjI7b2NOI0OgCH8YwzBAMMON9D9OXF39jPOSqINGEQbDEiGgHMXWhSRYRzIHeTGsSGa9qaCu2Baf72Ls2E2BNgwnDE6YIf7Qd9+qi0eczm6+Tujz94lG71HhhFGRMNbg1GpG0NgmiZaX9lLofRImO+g4CAnhz5K7Tcs3v3a0Or42SWfa68wHAc63ctx7jB2reJmDFdzSongVcOIEIhhIsY8hhJyqlQfbB53okHbqxw5PegaaEME64LxZ22q9XOhnwEakzsxMARxReIDEnQk1+jz01xKv7DO2jYEFhusFMb1Fsa1pwhwu4tpUddvcB98UbETfcR8+hDnWq/UOjg+4z2z4aw39JyZ1sKhdJKZ3IIpsabEagwRRkJhaY29qn2nuowIUzRynknx3ngrPqQ4y1XVyjgxZcxdLUCu0XgIkRT0Phi8X9eSTgMeEq3JmSP4sIC49KJ7KyR6FIbDm6I99yhZH3FCZXhGxM2gv7M//r+/fr4T5XCUw7qusrsO6z9hovcVaxukRTe3j9hEOmghu9cTRzlYDLDYZecr7R0+2HrBgo8pY5JlTzAKyIsaGrRb1cbVuzaWji6oPjKR21XVWV70M9WiGBH3mmQ5Q4hFmUNHBwNTrro3ZbJs2JWcVQuXO3eQraWZtquuKoYO+QF6oZUN7EiMTi/bgG4udOsEJjXOYNj8MC78SNu+0G83mL7B4sOoibtg+yYqso+VJ4zfsTVs7fhccIJkxnwk9ERnp9WVdPpEsoD5iuVJi/mwTGVb2LaN6ivbc6cekPMkZMrLV1rIOsDXN0I+g2egqAL6/IRtN7x1IgcOeWbuO36cJXi0DpcrfPpAsETYG9PpxGkJPJ7OnD9+w+HxwPJwZs6JKU/KxWHEJvXVLOpBSSCyy8rsmeAr8Xgi1kJ0YytV+c+901um7xueNQmMMYoC36rYMK6oUFlXWqmjmtexZswj19rNaDiVTg82nDeFUB0/Kf60LzP7NLN357Lv3NzYykXQqGCacLROC412vdJCpOeJilFMQCzSTG8brfT3icjbZXq3K06pczqoVWiyTh6WNvekaanpIdVaRTXduvkVwjRNsWsdE1u1zkRzmkfq3vCgKrc+UO0h/eR2IkS1GwUdiM0hzItaKlrXQ8aC7itv4pf4Tw1BwSL4Th/xomhG8E43WXk9H7WBygvkAykBbSPkRGl6mIZpou+vkI96oLjj8UBrK6STIiXxOFpQrmCdkA9QbsTDgu/PBA+0Xiit0etN8QCXXTYdv8HWN9KHb3Bzyo+/p+YD24+/p/ZOefoF4fWF5eOv2Gshbj+P0v2n+rLDCVrE94ueA254WbHDA355ATaYp/GA1gaAmFT7fnkjJHCyWFFefjoQ9hWmRQfby0VQu8OC+d3ZsWFIlA55UgQvtrHhihIS2w5hooU7R+RFURWv0M8YO8HyaJET0M8pYwJW5YDyQZ6PCwA9aZ20ZVaFb56hrXCrhN7w5Uy/PXNvIUinI75f6QbEWcJiVTMVKY/DPrBdtZl8+DQmhYl2+wct76kT4pkQnL5vYrtUCdY+z9hs8HbFPIOJeUKaEdMr675AQlBcHjQFWy+ENBFikPV1c5pBuVyo5ux+xbaMx5mWMtsPP9COJ5yCvX0V52mIrWE+47kT6k4vhXg4s/TCEjuckxzs9Sab9eMHLM2EW2V6+sjhmDk/fuD0y1+yPJ2YP35kyomcJ1JOxOVIrEXPqJixpIlziptiRnkmrFfC4xNx34khsm87vu+COPZZz895JsxZU6oYsaJq4OAuB97tRtvLez4+mMvNuO8CubZKbUVg70nxwhAD/uETtTXKUU7PvTnX25Ubif3yTC07fT7TrAv6nhv97UKzQFsWGkYBennDlgOt7Np4m9HeKpfpAIDnTOZ7Dg9n5vOZKRgTmsKGmLDzg2DN7mq+ShmQcGIhQtaU1TcNpsLhRFgOxF7xdKBtAuz3XnFhtOVe2W9QOkyzhD3Ai6bp4emR8vZK2yEu2kf4+Un7kOdnfc9kigosR+zz99qTBYMatVf4+AkvlfbxO039D2c4FcKxweWNFMN7fWZYTvT1GTs+YqtjNPrDB9rbV3j4Ri2I3zwQnp/x9Q8QOuH8Ab7/PfGXv8HX3xJtJvgz5VJpn5/xKdHr2KD/2TeEH/8oB4sZdX2lt539j1+pwWiHhf3yQv7NXxPrRnh9/edaZv9FvlrdSMtRBz0EMr0fwLxumu5OC63u9G0dDXeNOBrR7vGQ7j/Fz/rYv+jAO2IGYxDb9qJ7N0/i8TS1e9xdDUbCOoQkcGQ3xRok8CjaGDFFR9zfz85eOhqmKi7Rw0zv42A5yH/R5GLu94Mo6LnQmqLNXQf/1E0DVjTQtQ4hZEIa55sw+CHDmaND/2gLGTEgH7/3GJePKI9aMXtv49whuOk7EwX0HvY6vq9cxnZ3i4wYh/dRoXwHaoKedQBNE/oeosTPca4RUHZESMwIPgYiQdFK7yNaNAZ1cmb097YfehN3z4O+rmkvbO7i3Q2hQmLX+GxstC8NGQqAaEQzpmwjatRprVNKpQfX7zxEmfHEHwwPHd6ra5CaYlRZSR1MqFFqGzDF4sP4jr1pGN9dDlBD5waS/hoDIUVi0HtMEzC2j5+BHogB9tYo3clJopbOjmrcjOOM6qWAqzEpBFlc3E1Nbb2TQgQkEHn3kYoY12P3kfAZkR36OPSbBhvDfTIuWT3jGApLe5eudL9UCXoWHW8Vj6Y4VBUfhN4Ig5WpawK8bEzNOTRjIuIYLQa2KXBLnRIjrVVab5TSKK2Ps/vOFOUeUQvriH7FiEddbx7yuwh2vwZDGKkS5AJKASUrxi0TU1LkxvQ7umkYbb3TQyT0PnQFuX9ab7o/HVTI/VMrkSGxUD+Afv+7wPRzXj9fRNnFV6CveDjqYIvjdZXtLqhqD1M1UYx3qXDAXwljk531dcIAWma7Rxrp+07Lsq71kDFXdWULFdIB39ehuKoNR1W/Y2GsskFbB7cCYZEkW3e5ZUxCA33UUaYwCLzDxjMUc4GiNm3SmyrQ7rXE9EbI+rq978TjCV/lRvGyi6vhQYfSuhHnLHEGRZC8bLpApgyj1oy2Eaj044FSCjHuKIPQCNMHUpRtyWJSRlAyHOH4gVoq8ZDVg+1FNqTeiGRCW7EYifNJVjxfCflIzKIge2twm+ihs14Knld8Wmib08MGdhv1iAWrB3zfdCNuDm0lkEmXF5aHhTkVfDfaaLTwGEkvF9LHM9OcmELncH7k9PiBQ05EkxgWYpbYwViQ6CMjKlW3tQq9SrH3QFyO+u9urxLfcLoHgX4HHVtGMmVm41jE+7Bm+b7T1hvtshLSxJwj58mY0yzhb6jSzRaqO/V6oaUZ/IblTJ0zpRRKDJTSOIXAbV5YLVBroWwrxWHvsss1IpU6AFUXej6w7lc2IjXIHthCoNdK35/xNGEVrkvi+fXCkidODyceDjPL4UjsK6G2kd8TawEfD1H538ZkSFMBjQIqseohXYh6EHknt4IRKCHRen2/B/GKjyk3wxlj3qjrTrdM8C6OUN0GZ0LuFXOTI8Urlhdl21PEPQyRR3V5dXul+5FQbsSsCbEW7IrhNIv0sqvyr1y1yO6oWjVOWNF0tQ/QbohHxYowLJ/w/arGCjqhN1LdaVFTWWuuDUE403wlpjO0K/mbb2hEUjtwuzn161dantj/8HekHEmH6Wcvk3+Krz5qSqHhfVIc0QP98hVQuwD7CvkwbJJRMZ6XF7kDqxrJ3FBkLC8QJpjQ9VELra4QF2yVC4WuVhvbHc4f4fUHCS77js2f6PsNbIjI1UHHVIk14TAYDxc8HAkxwvEjVt4IFZgzfe94j/TsgNws1hPUC55P+OVNlbFpxq1DC4TzWbT5y4X88RPt67M2oddX/bxjI+3D6eetYk3Ver696tly/gibKmnZXwnutPlAuxXIFb9V2ZrzSfnu0Szkl4uEH4arsSkLHSYTr2Zf8ZSUyV9fNRl+/AjbjpcbdnoknU/E5YB7kwPDA3st2HbBp5M2fy/PWG9q1Xu7YGnGbhfYbpoil42YJqbrK8uUmGi4TYSy4sWVYX99IX38oEhPhMPHjxw/fmKeMjFJBA55JkwTwQcnDdndA43exsGo7GpZsECMD1r7X79CbVhv9BTFQYhRz3OXizX6aD5ALlJrHbYb7e2V9nohTAemnDklmBe5NhpqDmmHo9b+lxd6WqBe8XmWcy0FajTK3jgarOcHNjPKXqhvb9S6se+FuhstpCHIG/vnH/G8cH29sCdFqgjDqXjd6NtvR1VpZD08cJk+k5aZ47ffcDodWE5nYq/EfRXrBQnbtm9aaz3KwlzEBvIYNendVpJrIl7yTE9gtZDWKxYSZZpHlLLJ9TRa/LzuEjOTHI71usmluG/w+AhvX7HDA3xStac2dFe4vsHxTHh9hsOBYLLQ23rD40R7fqEfJuLeiI8PhM9/IDw9EOuBcGnYlOhvbxJA396wh0/4y1f8cMTDCXtZsU/fiGl0mAnHP4PrBeyC/eo38OP38HaDLuEsb686cG1jqjsv49BiioRfvhC/+U6u3cNMsEz94Xva+Uz7m/9Bjtbj4T/Hkvsv5pViEuS9jWhyFH/hHbYKcrSakY4HHfZM+1/yrD1Ak8tYsNlE6EX3cF60b2ldVau9k1IedvxdLr/7xNoHW+oudLSmGKL7e9yheyNOaoyLw8qPqYEjJuh9kLKCBixxRIsCA+hv90NskNDjYC4I5x0VYNYJ94pefoodaLAb0KT5fvi7v1eG1aYoD8jl4Jq+B7JcOu76Hq3oiDf+2eGdwSiWSHsXOUD7Zm91/CSMIUZ8XwvvQ+I7j4b772nyhby7NEIc57KfgLDWxkEeE6uij8FaCHINmtF8gEuHk0fA08F5cTlU+nB/6IcbgoX7GJiPn3vAcofsRYyBKSd6z6x7oQ3DURzuj3ery+DIGJol41DNKbVAj2qS8j4cLmqHCW7Erjcrjni5Wo+Gt0Gba6UrTA026n3QXjamRPTBRIuRUPT5Ve9K2+fheAqJHNOgjcR3WGkfQg5D1vFeqK1JBIyjdWdwXKx1MTHv70z3sdeO78KZ3QW2eLelyKGIo/d41H/7iPmbjQaq4daoRYKLCjjkXGdUEwNQCql15q2ylEYg0WOnLJF1zmzBKa1QqxworSvylxLELN6j2oNm3f8jNme9K/bT6x1JRM5RrJQhPPr4rO9xOAsm1Mn4fYINYOzgh3VHjstgxCb3pxxPRux93Lcdd+0XxDNSWsZ6HfeKDdfYPXf2T6yRP+u/un9AI9/uIzPmdv/wRvtOq8OGM+j8oCler9CLah+j4gFqHRkAVniPA/U748JsLCSqUJOwIqsgDlZuspKnrBYcRP8OIan8Z3YJKxbeydKWhwtmbLgoVQJLqwMMNSqQxgPCkH21t2GzJtPraKIJaThSpKhZDLhNWPNxsB3W8XjQIojUT3W3C+rWR14ypJMW8o42M63gpeBthfRpTJyqNkhd37PtsiWq0rjSfbAs7IGUtZHECnV7g7AQ0ywVNxm9yyETQ6e2le5GzIuAtXOEehG9mAm2HQsTthwkSGwbTI9kOke7cbBKtgfsaPi6wemkz+ftK6k7KQXy4UhImThp4+whUUuhTlk3XIzvk4rQuw5aowZbdvYkUJYlqI0YM9MkFb15pW2FthXutcCxya0jud4wk+upbQVeL6TtxuH8gYeHJx6OmXlAiRgAXcxopVJOM2Wr7NvCWsuYUiY8BzzslHxmrZUNqMy0LEV3q51tfaO0Sp9P1FYp08zWCq/xzI/rG2+x0kIlrgZ5ok0HwOixSOyxyrU0rrcrX5cjh8OV4xx5OByZUyDa6Ly6CyhpCHb9pyozw8lpIsREdae0ipfCHAM5JrUYtJ02THB2zy7L2qUIX1rYa2Nvmx7uYZEAFwcAM2iBC/eJTStYDvq5gol6ntXE4B5wZuq2DQuoSPk4mlx35ao9JrEQXBE7y5NcKFUuN48Trb1hcaHvhZj1NWKK+HaF6aRa5Vqx/aYWCwN7+IDHhXb7Sly+o08z9fUL4fgRu72Qj4/EQ2B7/h4/PrFfoLy+UVv+2cvkn+LL0ohOxhm2ontkSro+YpbIXHfcm6KKKQgANp8Vmdl3saTmCa5yL9rtRYJfClrDi6YKlgy6xGWiYcuD6nbTkb5rM8n6Vet2yqjWeEfb0xnYIBzH2o9aoN7eCPNRotsU5LLzih2P2OWVThvbp0xIBox157DA21eJdPlEv7zKfTPPAgsu83BXNvr0hFXguisHPw6mXnc5eHT0xV6/4l6hBELz0f4T8QgeDzDdYL8Mh3kQKbVmnCxoL2mIhJryeHNtmpkk4M+B0EfE9vkzlo/EPI9nYKVvLzBlrBZ8XQe4L+l5FSL9etXEaDnjdsP6NlqJFvr6NuJOnYXOYkZaHsELfnPsuMB0wF6/ElsjRyOdT4SUSMtCXGY8Zeq2U5eF1FV13tGaa00xANIsoLl3OdZsiOy1EvNMnuuohSxyllwvw+asJhvvivkIltfopVJvBb6+kC9vHD5mzt/9gvNpYppmwj0XfZ9o7oV6FkNp385s+0bZN5aQIQc6G/XDB9ZtYwPacqBbp7aFbSvsr6/Uyyvt229p1zdqSmz7ytvhyJcvr1ztjR5meNm4u1+dgJcLvRmtV8ph5usfv/L2i0/MDw8sS+T0+Mg8LSQ3cqukJQscOR2xTQ5XQlQ9s3XS4YRNmdqduhe4XplyIh2P4kuVVYfFmAcPDo0xiXBb4XjW2n971UHweIL1hs8z/vas/cTpSAgajPnLM/bho2Jk09hXPT3Rn1/x+ayJ5/Uq0KNDODyRyi5AcflRYv9xwvMRb0ktgPMDdrtCP2D1AsuB/vJ7ePikqu2HByiN8HTCf3jBnj5hHz5itxXevhK//z2Wj/Dtd3B6oP3dfyCcP9Afz7Tn32HHb2F9Ix9PRAuU/UKfj9Tbxr6ucsf/a37dK3OnZRyE9KztrWBxAXe5l3qntSqeWJc7ToUSjH3ZmIx3tWwQEr7vYzrsI2Ki/T7eiVHxau/aF7oPUcSh9NGe04scE4NdIpbecB444kr0jnY1jIOry5me0kjdhLFNDOPQJH4Io+Ek3F0z9zie8w4ftRG/CGOgZaY4Az7ONL1qSIsm5QB0/wnVgvEOdMX0/LybBu7/vXKcEolg7O063eVAtnF4FE9l/DzehkuiKJ6E6cxmo5TABW0fuREJjCM6bT1ydy3oX+hQjze5ioPJCZ/ELQx9uBV6xS3RRlJgfGE5mS3RSwNLOkf2AYUNSa5UfABOFcv0UeMcQpJgURulVEpvWBZLLN45OF0MFmIWj6zLoSNnRaFZod3lkWDkJF4WKWjvOd7mEEb8Y9zwd8cKxmhNukeG9D+ziIeGdcjjPFmqoivFBfSO6BwbLQ6+Vqd0p7Uy9syBaHKj91qpIRGCD6bN/Tr46dPAFZf6/4xG+f29Hi4is7G3CDIetToi/ONztDsig+EwcnFAFJHTdWgxEWPAWiN0J2+Fw+DzdDPKktimyG5NbCEz9qqBsZmTQiQqSzKufyVSzDvMB13nUfJDqK7GnCHs9SYBUCLWEPTuTVvuYrUMoqMDdcRvuO8jfFQdRzk1bZzp3CS+WNSa03Ha4KmFWuWwGoAZ6wLw/pzXzxdRah9v8DigTfqjvu8/We1CBE+E2EXXHfYyWa4PctN5xdk1gUoBc9WpatOr+rMeAtF3LTg2Wh7aLgWOqAx97SLT+7hTOxI/GAt5MyDhXgdzthLWLrsho+UgZRh8kxAjvcthAhB6hHygu+zk5rMmPQMmhAX9DCFKwRpijdS9KpBiQ+rvfNZm2sDSifdGh0EYtuMTfr1R2kbcy7A9nYe7YoC7yqZNc3e839Rckw+aRi0nvN5gq4Jr2kEZTou0NhHdtdmKgmb2ok57LFGH0HC/oVk67dqI+RELIin3/RUaqqDNM9BY+s7D/MCRTNyveg8OmiCHfILTJ2I+YHFCDJ9I2TdKNEqcWNeVGBPdTagvG60IZVO+2ldClGsntK5++xiGlT8pIxcd+kSNjV6rGgiGZbA1PTC9FEpz2vVKul55yAshdI5PJ44PB3KMJHNSOg1HVZSIkCs+JdqhsW2V28sL3jLZOjFl3JxGZN83djPl3/sT3QL7XlhvN+qwiddWaUDthQsTf3iL/KF1vsbAfkr08kbrI6oVI7VBtShHSzfqbePl+pW3/MDzdOXh4cThMHNejizepbTHjFnTQ2rU4sVpwb2xbTfZL33H0sJOl5JrkRoX3OUg663qoWkoApAyrTWutxdqU7WltzIWvwBWCemkdaDuQyC9EcIJ5kCrO1jGd0GUe3/VoduhmURZjwJBx1IJYSZk3bPWdryuKLW3E0hjMrVivYx9QMSjYSGPZimD5sRl0dMnL1icSKePWid6l9IenLY8UN5+FAxu5LPFdYnMj2e8PBOtk49ntnL72cvkn+SrDjB4GzDww6xNGYz6Sm1gIULqis/MC9BhlcPEibStYm6E9Q1bJoyDxJntbQBhAxTH/SoRwwtmJ3z7ik2zrL9p1s9RV6gJPcJc34sbkMe+U/HNvr/AdKBvL4TlhO83tS8ww20juADMPSJYczXMFsLjE/72vfL/4YhfVpjHhN/SaDDLsF6wlIl71bPBJBrqWjJ8PuG7Yk62LHB71kaodZgOxA+/oj3/QCtvWF/1XnrQhJIG00R/e9PmEk2gLAVNck0CrO8rmFrdKA5THutYFTDURlzk+ICXHW43pOAboVZyioKz7gLLpXgekN2E100gyfpCCknsLkucHs4cQiDeVuz6KphubxgVTmfCfMDm02CnRcq6UlKkzLBdr8Q84S7rtoFiKtuqaIrfCObESSKBYYSsZjqPCYuRBNQQqLXT2bFpJsakzW1TXr3vu2KWry/k1xfy4USgcfj0yOHpRM6ZhJMORzU5xPvaX/Al00tlWwu3Hz+DJZJ14iSGQ7NEuV3YQ6T2Cr/4hFugrCvb6xtltNjVMp4B2xu3fOR7nO/Lkbec5AJ8+YPE5bIpVrVfqXGh3a7UONO/vnL9w++5PX7gbfnM8ZtPHM5HjuczB4xQZG0OqNHQdjkFw+kB2s7++qprpKzY8cTuTZWZMVGXM942ravbpr0MpthdCNReuD7/SMkzuW74tuGHRQfKsmPf/VrX2Y8/CsxsXxU5qhv9tuK24F9XRa6+fC8WyzzRUoZ1I+YIxyNxWwnTIzxOhO2Krxvt8hlyxkpRlC+oDtr2C+55TAwP9HTAX3+gh6A40tMHohk8nLHjQvyzvyL2Jhf0tsqaf/qG8tu/lyj89Su2V7pXLCfy4xP9yx+w2omnR8r1+Z9xof0X+AqB1quilfNMa7siewSwQsrzAH6Km+VewI0+nNZif+rI0wap0iwodhjn4XwYr2T3I6rs9xYh/cS0UInP2Cu6nHhujTyEGFqVK3JwkoIZ9Er3sc8OpqGdyVkRraslx0wDYZNzIg64tfY4vMdievMRH0TfzxuBAbmmab/qjOi8BAhpKIqq64+JO2Ju0tX5qRWlO/TaNC0fIooTR3zHxuDahnA/Ttg2BBTT9zbz8ZkpahMQK+l+ALWfeqH1F+Wlx/ca/44RpeEO7nS9ryYIdQhaA1Uzq2tEX99o9OH40VdkwEHNAqHfa2h1VvzpcCthxu0uDcgWbRGSZ+ZJAkEdcdw2YLxybiiG+c5YiYEYI7E19iaUcKlNFb0eCRTVbI9SFD1Tw/vwdEhbeudjGmdep7nEr3sbqw3WCyFh0dUCGuqIPon504bQ5FHXSMdITW7BADpDDAHjvWq66/o3xhAFf5dLvN9FjhEXGi7x3uWeuIstAdfaOsREay6QrNSIkQ5zam/0wTAS8Nbx4CP9oLcjmBFLZe6BqQPdqMlYc2KdMi1A9fb+9VMY46IhitgQNsUOHtHiu8HCdJRmRNd8iE9mcciKWi/cjU4fziW50ByZFCqDBznuab1lTtNXlM6ABCTviiOaDxEPiDYakwbc2YYYdYcI/5zX/29OlBilVNYx6bekhaIo++0WR3WSFh+telEAqsBQovWwlwDZ5FDpyKUSprEgdIF50kRwE1U7GXHELOiu3vd5Ghs3G5Eh1yYxHfFW6FH2MQsRI+MpKRLYu2A1eR6wJKm2sVdqczxn0Y/TuJhCVIZ/qFReu5qGesfShJG0oEcpe6RJmficJAXSscNBD/L7gj8uEFtOymWN/Fk3YwQ6CbYJlNibPqqgG5jadGg1V9tEb8TpRA03WiuqyjSoYQEqve/Y/DREJhuOgEiLEOYToRcOB7VYJCba40e5ObxRLYAbPh/1PudACI1TOPAQF459JYQT5pcRtTpAVXWi316hZUo4s9kr2YyUF1LYMCb87cK+FXKK5OORWBxuN7VqmBNDJsVMaG1EOx1qE6nffZRDudYeC1iOxDs/pDq1J3ozynbDWuP0cCAfD4TwDTGiyjKHGod7wxi52qHqxwnrOxYb56dHjucjaZqxIjdUSVBjZLuttG2/rx601qil0rpAx63rem6tsrnx9fXK71+u/EOFP6wbn+fI3sqwpCnSUtYb075p7+eOTwd621hvG9vtK/n0kfNp58PjA3Mycq9i4GAYo9bbmqj6jg5DwbBQ2ZoODJRtZFPBwpg6hIj3TQ6uZOy9cbkImJnGQc3LOnKNeUTfwmCXFOL8CfqOBwkt3vcR84BQkT3U8riPdlq9b5xcuf+yElIixFnZ41LwPAkm67uiDfsrFg94vSDQrB7OdbtiywPULsGoN5n5poVgbUR6OjYfFL+YMm36jra/kOcHPSDWqzb70UiPExFI9ecvk3+KL4uLTB4YftvlOAszHmbYr4pJCnxCcAN2vCSwhA2WVQ8G66ZNnAuurfUfAb6Z8b3S83gYjqYRbaAn7PRBDJzm+ORYNbxvg8wuIWU8NsFXMRCMsak2yGd6UaMEFOz4QKyF1gK26vAO0PNRzT5bhGrjmrzCQc1CfruOLU5VdGF+gDv0e7/hxwcoN9WWhwzlih/POnQyoqH3Y8N0pt0uui7zLLFqmrBttLKcHqGtihWZqo7vB1iQSGJbww5PtH3FyyZuwXrDSfgs6LOlSJgP9OD04or9cCNERSuniJ43GYhHWK9YU6uCE7gDculOCMbxdOA8TRz6Tnh6GLutIJD761eBcN9exBuyB7ZopBiJxzNxvWLzQn99Zd92ck7k05FQdrhdx+a2EqeJNM2aEIWE1QK10qsm2j6mkN0VxY3TqChshV6cnjLdjXq7Yr1z/PhIOh0J8VfEILt4B1qQRVgmjigBOg+mSl+ZY+P0zUcOj4+kZcH2HbpRstFyZHu70W638TW0xtddrLXemw4zSFDeOzz/+Ve+/+NXvn8r/PD9F74+/YLNi4CSzekB2vMLpWz0UhR/jBPt81eaGV//8Jnrn/+K28cb52+/YZ4iOUBMR2LtWLgQ5lnx6Ko4k19vECH0Qq+dmjK+3kbFrOneTlkug/0iMSUt7B64vL5iy4GUkq6pt1dCbYTzI+xvisBNE327EH7zb7Gb4k9uK16uhMdPuE+ENpzB04Fedlrd8VugPzi9VWJPhOevxNOBcDzqULHtcDzgzz9AaHA+wR//E/7xO/zrH+H4BOuqdp8fv8f+4i/x2yYYaFnxkLDHR8wLvF2hbcTzGXt+gwDh069p//D3cq+EQH15gcMMMRMfz3J72sM/51L7L+4V00LfLnRr1H0l5hkYsZ6UtT5MSc6EqkijROJBOQimiCHDKdocvA6h+T759TGI1RDDeyMOGHNAh8nW64iD6sBnMVOHYKPDOAJSilKpSXMbzw9Ajq82+AjaL6S4QBJ/Qa4B/Zxq5dEhLqYsAaXroO7ehS0YkWobMFVikLtgRHk6Ns5Id0FlCBTx7uyw4TIYR2RHZ5mxp/U2GC+4hpADNmvuOm/d4xhDbDKv4naYnDDBgipmacNhFoYu00aUQQ2QjAMjdQyjXee0LmVHXJAwBsOuNVPB9zAcyxquG/p5U1Dtce3ik7TeMFSmYKOO1r0Jp5ky0Rxap92dcIOr54P5ETBF/lvAW6fWgrVAmsTV6EN8ugtJOgo6HuSDEE+x65DfO8Um3DqtFSYb7W7uinM4cmqMhtk2fidzwV1t/EwaQHZd28HvXGMJe5jAvga9VVoMBI9Ug+qKrwQzxVhqp9SmdtfhuuAuIoU4RC0943w4TGzsk/W4Mehi1vQmQS8kOVx0UY340RAhW1eTkMM4cyJm5D+KUgUbDVXDGOHrTtwaUx1ehWRsh8QtG5s3anO22mimims1+ZhalEIndh2LLI1acMR/CcMNQjDM0rj3/J1jSQwaqjtyAg0nr/uIk727VtoQnOS26sPoEYYI2e6i7TjbvbvR9C/0TAKdBwwsiLXS/7Eb7J94/fzTgTuUJsusoUPaPibffXz4vYxN77DxmNS1How7cdgxWak9SoABXSDDSmW90GzSocuGyuZdzTzIMSF9UQdteQ0TFhreA3Y4yQ5mmjxbPAxWiw6SvTVCDgTPaulp/I82gRZcbpSwYHvFsjbIDGCQRFLFH8TgKHKAZVWvdZpqMPMkV4xpca7esDwJzBsD4XAeipuzb2/Qr7gHahtk8FTfOR4+qbLJa1HbTFfVIe2ZOD/p0OuRtu+k+SR7WzKiJVqRmc1rw2ejt10d6NsLdVvpXsl5FhApf8AubwJEWaD1nRQiPj3AeoXlAOZMNXEshdPBWfJCaAAzjg7VlhM2mSJStlG2mUuIhLQSrjOhRuyU6KWwrxt5mTjkidQbVqTcWoykmOnbpo30tLzzPvp6fQczlVoFNRuLvk1Jn8NQbPdtpV4u+ojns66DGGgWYN+obthu7LGoFjlUrFXZ8bwTS2HuzunDB06fPpBj4vj4iKfAD3/ztzQ3puMRlkmL71h8GHl8bxJc3ByPkdoqe+n81xzAD/z73/6B//Nv/4b/YXvh2istQGyFNCd8+Uipztw79bbRQ6TWSqmdsv+/yfuzX1uSLM0P+y0b3H0PZ7j3RkRmVmZV19BDNburoRZEkCDAQSQgQJAgSIDe9Kg/Qf+Q9EJIoASBBNngA5uUqIlqoqnqodDd1V1VOWdkRNy4Z9iTu5vZ0sNne9+QCKiCgFAsVG4gkZEZ5+yzt7u52Vrf+oYveTqdOB6OjNstU3a2m3vGBFYbyRaGMBBDkDPhqmSgkBMMQu89xn5oBUVMWsU9yaunR6Ednp44HE+M0yCJjBUZBqcEXoWOh4gn0HbZQc5WBKrmHrmdR6HMUVNRj7mXDyYAashdI+wES7dkorTd0cpKHHdKNgnSyZJkZudFE1QPgxglazdjDl332VaxG5o8V7CApT1xeSENk57LNeBpxE8faL7idgVoTthwL83sr/DLveGtJ47hWB7FfAsRbzrcqZdbXJxhmiBWFUhWHZKa97YcxQSJYiLQCxarVVPxPNIIhHXuTNAC4yQm5DDBfCZ4N3aLGxUMwbsu2vEapNumQd4hIze05qhqMHHi+QVEvFIRGEcVyWujxZF6Ocrksgp8vIIsNnYGpmesLdLlbnY685YzttvC2eVLEsC2e/w8y8PrfIHdFtu9FdBAo77/qk/+oKURCPKKWc60RYVbs6AoGF8/nq04tnuUj4U1vK6EmHW2TjvwAb+8qqE4vcI20c6zJHKvT9R1QSOOhZT3hPtHlqf3KlJSxovSNyDR6qWbAmuGtikXtmFi3OxExZ1yZ3Uu2N09DKLq1+XCetlwSgXLF+xwIgzaA9pyZj2dydsN0zCS6ixvGytYiqQ80i4Xwrp2puWivf906D4pUEqhLrPWQuuDCpCnQXPW84n15YkYgpr+YHgK1JDEaiCwmhHmhTQMpFiUPkGQfnqeGZuz/exTdp+8I8XI9s1bPEfe/9M/pJiR7yK2nTpofU3D0DTYS/en8ioZ0zqz/vr3+RttJMwDP/zHf8Tv/4P/F39y/oJjctb9RFhW4jSQ91vqCq0VSllpSJJTJqP+9I95/XzH8d17hnefMGTYPDwyBpQ8QWPIAzlM2CBvGWog7EYYgEWJWBaiZEzzWZ89rhpMZSULHX/5BcfXA0Nf4+kyE0Mi3O3UnBxf4H6Hkvj6JLUWOBacBPt7mA/Y/o6w3UB+oD1/gOkez6q56usZ3414coFAQ8JenlSDvHuDH0/wyffx5yfJvLZ3sH9D9ax0ruMKeaOm6+sPtONRqUJ5hKev8VLg/IJlgUT28A7OP8ceHzEKNmaBnF98Ke+P2cT6PTpsdjBMf8a77Z+vl5dV0fR8bK5DzDSq2GtpwNYqQK45zRZR891loKmunJDSDSzw61Q9pj6JpgMIURKc0OUlvdFy2m0qT0iKog2QwkjrXijNImtZyUNWg2WVEDNeglJDeoxxCMguANXe3tRNAGJa3M4kPvp1BCQFdZnExjTc5Mi1FoJ3SWJnNkhe09npCLxQPaQpupgsldYC2cR9CAGcJPlz5yJo0Iz2EJMJZoBb7asWqw9kY6LZlUXRWYjXeOd+iR15VYjfYjfmRQB5zl2pDOgstWvjGa4mr73XC1f2TL8vDmZdEor2goSMu1uT/KnqRO6gWDd3dXkfOnSpR/+gpivgZooKtkByehBDE5ssyWy0dU/LokuF4oN1b8Vuzzq/ZzE+6lpoLVJapLYqOy3kxRWQXEnle/+0tYldYZLHhCYPmKsHh2pPeXHKNkZhz601qrlYDjFqMFz1e1fFVKutm7w20pjkd9VBABFjur9O95ABxLjrUeFcJU1VF+7K5LmShK9SGAiSXBYIVKpbz4WpLFiX+shrJqNgj9YqoTTyWhkvK9EjHmDJxjkHLjGytMZSG7VUUoDcvSvrLZkXQpYnjFSiXT4VFCkc+roKVNJVXRbsZgiL+81TyGvre0QnS4SrKgaq6brGEG+ACs3wqyw7yD/xSkIQiCSDXzGzJNeq7sIMMGI3tv02r28PogT0sCqJSn4i4aN+ypt8P6Qx7Lo4c+T0moRetqppRp1F/6W7ybT+9NRVTu/rCnkQ6hhSB1SklwsxY1FRjvICqT2pQH4r3hxrqwwxkxJbmheCCYSJUVPwVk+EOGhzT/o9XxaSNZbW8OCU9aKY4dSdlpvdNiOadHUsDeKkBJhOCTYLKrqHTXe5d1KM8gsIsZvTNplW0TAqcXzET899UwaqkNaQB93oZJgbVle8bWUIh9M8EywqDioOeDticcJqxK0b43ok1Aue3tLmMyyrKOqDaeIfRDczk0cBpfREox11mYnjSJsMLBNZyWlln/dM9chYd2IIIJkRPUHJGtKXW+BynrnUleaBWhr2IJp3i5EhD8o3Px5JwbCl9DNswH3GixIxNFUQ3ctLBXkl9UO0M4Rap2FFmZOWtTJfZtqyMmykAy+LTFLJgzxFrq7h3QcmGWSLTCGQUmDImTEYw6Bc9DgOhMcH1sNJtDeTOzdt6LIaJf3ENMiIrTmRQF0uAhJShGi8/df/NdLv/h6/98c/4/f+g/+Mv/t//c/5B4ev+EW5sAwbReI1J4ZGXRbawwN1PdOCU0JlbZkVZzkdWS5nDjESxjO5zsRhxzRObLcTm2QMaSCFQLZArirsC52lEcApfRKbdPi3RKMxl4XD8cTpeMJSJMaKWSINUayqqM0Zd9wioa39vkdCWXDLMkPu7KuQR3lddGZJCwmfT4Rxr8OmNYEr80zqRRfr3Ol3FdKE10KcHmnrKinGtFOD7A55D15o5YzlLW05d0mhvFpCiFje6lkGbBj6ZHyvz7+5Iw6V9XLG775LPb900HX/rbfJv5CvVLVfFcSkW09qUtYZxq2AqtrUSHuGvGqfMkkGYYHlZn13m8rJQFumfm09wbQjzAds9wY/vcBmJ9A45+4DsoFYsbSFOGs6UWawjMWtirp6kM4+DrTliKexr1XDbOz7xCJ6bx6JcYMhdkeN4KwQNrT1Qp1X4nZUMewngYUuJmLY7+C4QNjhi2N2kZmr9anh3Vu4rCoC7vf44RmGBA/vsOWCnWadgyzYwzv8w+dUXzQBqq2zG0dsUuQ6z8/YRlImn/u1XWcsVg0zaFrXMWPromn8MAoosoZv72jHF0kyph1YJBGI5UzcDpgVGaKv8pIhj3ip2DQQ5jN4xMuZbLD99FPGeWEYMracdI/PrzBuNIzAYMjUYCzHA/PpRHVNjcKbByy84DnThlFy4NcXyfvWSrBGGDc4Fz3jrckcsXVKepHeXoPbJpPWpkmVJt+Bui6UtTAfT7S5EPe7vvcXyukC00QMkbhc+jDogOWBhJNDYAyJFI1hHBhiYBgnFVabDfbuLfXlQOqJd200AdHtWgcVYh6k4e57v5L3tPdbhO//G/8Wm9/4y/z3fvxz/ua/+x/yf/pf/2/4gy+/4BfMLO/e0aYFP18IyE8o3T3iX7+n+plynqkGtY2sX3zJ/P6Vy3bkcP+MrQtpv2fY79jsClOEIY+k/YZsSXtok5metV4atAvQJKdbZiXE1RMzjdPTgeXlhE0jsVUxl6YRf3lR4t/dg5qNmOF41lrImXZ4JWz21MMHGBM2r2JCrWfi/SN2+IDbnvb6AXv3HXxeKdGViPT8TJo2koy8flAjeJrleTJfsM/+Eu10JtgKd/f465P2p4fP4HjA5yPe9nB+xUqBk9Y8yxnefodQzpqE3t/D03vszSdQAmG/JbJlfXomfucHlK9/iZ+O8Pbdn+VO++fuFXMS4NpKT8AIPTIYFWDdqFLDidCTZWW6qXjegFG7R6CLsNgCXnraSMw3FkFrq5I6WtH/XzWgAbjGB7uvAmK8yziu0b5t7U1Z67G3rroGxCC8Gnka8i2xRunGmaE2aoiEZqL1N031vacChS5H8CZPiGi3LrUzPxRwEK9GlK3JdNSLGjeXL98VjOioQ7d/abQeTy6/kg6auEsywjVFprMiaFzxpKuJq1tPP3I6W75LKUC105VdbZ3l4MgnRAqm/6+XQAmxYCSrqa31GNjOnmk9JtevfZDqxdYjaW+XpgMq0bVv+1WO5N3QtkuOoH/em4Spn6HevmGgC54ClwLLukoSEsQUHmIk3SQ3iWZXfo/OvmCBIQYBOsGUQlMra6x4zrqeHWygNpnNBhkiN1eX6t1Q2YMp/ckFprRSO7HB+39LEuIOpa6UFJHADDrU1hlCUFpfl6HdkoAETvU+M9jNs0QqLeu+hErH0Wc2yeD6tfQOPIQgRpJW2/8HOoXXQm2N2n0i3SsxmhJ0ksyaKRDXlXRZyK7fLmZcUuQUnEtZdL1ru7GM9Nipz7+ZD7tYJyH2MJMrs4d0hRvlf9lZOuauftCsp8pqENf4KL0yXEQDGl51lrXYPWv6utMFi/0ZsY+eRP2Z86bnSyCXaUhDoLvUSglzNdb9U17/DZgoHfnp+rcrtS1UGR7hHXENDepCI6poSK4ilijj1RBV6CXrGzBYdlFPvXssuMkduUmbaBjmVRRbAyP2dI7GLTYLF3q9tJuXCK3iwQktK8IrhJueTA7WkqqYy4nYh0RbCiltaCaNXnV9nzCM3cjoGg8YboslRlRIyPpJn7kb6oY8EercmQiZa0Y3Xm5SihY24BdC3ojsEkRxDVcw6sqA8aKD5oqWM6ghsEitM2YD2A4SWN7RLgu1rorOGnbQCr426nJmXVfq5ULaLsTNI5Yn7Ym+ynMiJdo6Qw7gy426FpuxDQNbjCluSDFitoNaafXcWT1JUYYhUN0ZpoG6njm+vme55J6kAG2z1ZTANvj5In26ObEGghuVmWIoTvp8Iroe9IbJZDIlIYfBCGOGmKjligA767Iwr7OSoqLLJG9dWOaZFhIxZfmhWICyEriQQmCbB8ZpIMZJEZyj7n2tzrqstJ9/RT0fO0ov5NNN9MSQErRMStqIh92WYbehPL+Spy3pbgcxEL/3fWzYsfmX/7v8jd/8Lb77l7/Lp//Rf8zv//yX/Gg58rU1Sow4lRQ1tc5hhGkrN+tSWNfKgrMsR5rds76816M2Vg52IA0D2+2W7XbDNCR2oXQ5VQc/sN6gKAGJHpcXY6a6c3j9muV8IsaBdV40xRm3RFecGOvSixzBzpaUbGVpK1CmrDJ6NlH0g0vO0JqAxRAiPm761CnR5jM+GC0l6H4JIZmeNdCh0HXVeBW1eBUgW9cLHgb8dILNHWHsaSPW5Acw7LBhrwNofcWmexUbdSFN9/i6SE+bouqyNFJ8ZJ1XWjl8623yL+LLQwCPSpQBGMRAAT3n3oJiaJvRykVMEpN3hZeztsXNnY7xrmtlVnoYVnq6To9bjHf4mHHfYXTn7VKxHq1suy1+PBFoeFVUJea08xlnAUKXTtYbJdZtRSC9JJmtNr13q9jyShx2MI74fFIR76tiwH2FpRGHCRtHOF3wYYMN3STNDBsDttnqPAwNXypsJd0M+ztsnfF60v+XR5ngzpfO7jF88wYuF2yzp821MyhXTcl9xV/PSsMKYOcznrPSjTxLsuCSkPgwqoANGTZb/PCiaxwMe3iLX060peLHV2ocqetCsCa51faOFoz2fMbWBmGQaV6MWLlo8GEDYUhsdokNMG4nUh5kjFsr/uEiBkrM2HKBMIJV0naivDxz/vxz1s0k35FW8bsH0aLjDj+cyIjUGgwCkXI5K3J03KgpJ/a9H+39edC2E1yGxTlRq+IqW3WWeWFdZqV+BFhqY5ln1tOBFkfiqNj31BmJASOFwGYcGTcTYdySclbiSJTH1rqs1J98Tju83opEw/AQNGjJA7RMTJGUEvluz7jbsX79xLDbkR/uIQamX/8NwjSx+2u/zd/+X/0v+fRf+ks8/Lv/O/7ghz/hp8cPPIVIfXzskZj3xHmBxztI78S+WwrlUliDsZze04bPKD/8ISVl1g8HTsF4vb9jfPPA5n7POGZ2rMRxIpnJoN+BedX+GXvhOY2EcUMx5/SjH7I8fU3AKU+vLK0R7h+VwrSZCMeDjPuaQ2rY3YS9PMN2j4WKnS9Y2kDO+HLBfCAME346YaeCbRPs7vHLCZ9G2vMT/vCWNioSPEYjDMOtzmK+CCycGtYKYXuPvzzB3SP+esQnaJcD9ul3scd32DyDVfzlCXvzCfbmU0LO+IfPse//QDXa/Eq8+4EAyijj+rDb4tOWuLunHJ5pry9/5vvtn6eXewfYWsLLRbHypnjsEExBAJ2B1aok8K1WmYle63usS3CimEq96VSk6pWfIGCh1s529NolBWJwOF3OYD2907/Z5HR6v9c+1FUoQQs9DjZkrCiFSvIiF3tkXmixyx8c3BqB0ONyA4EuiXH0vLsR7ApG0H3eys1LoXWvRQ1uAK4ml/p6tCYGiFtnefitfvLOABBBRI2f2TcCNpIJCOl+LzJf/YY0oTNLrP/d4H36b6Ez81pv3mMfIunvNm9d7qPvFAy4GoI2x6x7UvW/IXJLliybJl+61iQjtUBrtSfG+O3+BKuyVmjdo6J/JqpQHMnyxRww6x5roF6py5sIPY66FHmjFJ23Y0rkhHoH7/4epvvuDh6SbkVMAkTayuqNtfX+ay0wxO6F4Z1d61QToCZzYoGCdpU3dRKPtW5Ge2vUYwcD+nIGylpYepBDA8mK+qotVeBUjlF9VL8NFvvnLwLJFCndAYIgxlBrAqx0rXs8tzeInY1C69IpMXLoWKPWGSIZ1IqFfp1M3pv0NRfXQl4awyocsEVjnUbmHLonjVhb6Yro1XqLLCbKpDnEqJ6on+sasrn6tXBd794BsyvgF7HQAcFWZG1KpLlsCcyLGP59zYUhqvdcS2eAdXPdiOKtY7ixbLQqe+pPuHrsOG2V8W4MTuoATQihPwt/+uu/gbFs5RpjSo++49o8gtCkOmNpxLsmjx4xJO8U1+TNlXThRQ0SYVAkpM+KMS61bwqlw4+lm1HqISSCh6zpYX/WvBau/iuYPFcIjqHJXe0PKU2MluKFaBULU38LOfkGqzhqpvCoqKN1kXdKVcFGGmSGWCsWHZIeNEl5mi5pcyGgIXD1jLhmqmtTrLSmVBRJj4Tu+vqeyoZWm1ya4w6yQRvxeuQa+2bLqsUYk6Knx0y1RL08keMGS/eU+cRa5fuRKR0V7JQwiywp4mMkpoGYRlpzsVks9gUtg95QG6QZXJPJXAv3Q2LrhWGYCG2Gqo0npEE0QpQC5L7QbMLWkwy3lpl1NZ6ej/I/KE7bbrr/rjPEDNFlUtdWSp9yGKL706Nta0yUZRE670ZMmZi6r0mr1OrUy8zlfKbOF8Zx4lwKa5llMltWYCWUhRgy0Qs5JLJXWszUVPEILQZaFAhQW6Mtkg3FsOrzXLX0BBkgu6KxDKc1ASzVnbU0GEfSmztJuqrDLz7Alxf463+Z8J1PePc/+jf51y9f8es//oK/9/v/lN//8ku+bEp/0LqJMAxQVoaa8RQYxkC+HJnYUiosRNbUKJdXap4obeX58oGXp4k8bNiExvrZ97gbB1pb8M50Cv39rSmhyKIxH8+cT2cIjexnStsxn89EG4g9fjwYYnYB7gvR4k2eIWPLFYtX47MoxgICYUPc6LmtCzbuaEXu7u4VCkh8I4pe6ICL5QkL3S8ihe61EbuLdiXURYkteZCpLdJux80bTfDLRYddaRCLGCxD972xJuR7PZOTXOyNQBwGGUf+Kr/mswyiWy9Qe4FFB7jYbuH1GWfEhkHNf12waoQx4SEqgrdPWEJbCZstjJMMNdcDbO/xWmjJCMdnQAwBxkmm1S1AGESxXx3OBjlgZaGtiwCbCpY2+PkM4wPe2WrEKBpyNCWeEfC01frMBncbwrpgs/ZtminmeLmoSJzFTLS7e+y4gnUD2GmA9aICxbrR7LpioxLb/HySCe+SVCmSFSc8n3CcmgJuW5jPUC94k1Q1pEwIk2R4mzf44VmMgTyKQs8K3tOHwoAHaMvcDQkH6uvXNAvEnG7eVs0SPo60yygH/ZwJ1Ymjzty6dKZXnnXmFld1YIgd1s6kFNhaYOOBYbPV80aEOuN3O3wt/TkdBETFSdKMHAinEyvG8/snSVSrsdlvxcNshZYnhuDkzY5aZnmSxQjI/DaNmnbWkCjLLG8jM7GJsliNXpVUV88X5sORcj4zbrdKVjuflYwwr9AWwpxJKVPaSkoDqa20PErqGtB0ahhoFnQuzrMk3GGRXNCuRWDQsMY7g8gb7teC3VlLxbcT8ZNHbJiopTE/H7BTZXz7SHjY8/3/6b/Dv5YOfP8Pf8zv/6f/BX/wRz/mq3JhTlEDoc1IeNxjhyNhNrEo94n0+jV5yLSvn1g4U9aVenmhhok2z5y+/DnHzZ50/8BEYf3N32E/SSLrMRI3EyFBsgzLzNXzbD4cOM0LTiGXEyW+YTmcicNE3O8JLwdiC8TdHkxyMRu2Sq2KWQlNz0dC/1tG0HPSWSvh7Tt8ORFOF/zdWxnmk+Cy0HJiTY7Plw7W9yHV/VtsFGvGUtCzF97BONIOH7Cvn+VPN0744RVPGQsD4fu/A8sJPx5owfD5Ck6+x8c9dnxBA8gBXl5I4yDgZTkTto9Ur/8tbbp/Pl5qD5VeSR6pZcXi1Si2S3a7VFZm0ao58c5ECVdGQ6T2M9VDUA0WooCr3iB6LX2C3gv7UsQwd9ffCF060ttE2hV88I+gxU2a3D07yqoBTDR55LgAGvNGyoOkHNGISZNxD5IpW9NnlYyHbuStv+Hdg6UBtf8dNcSBjBNN/+kd9o0wIEmMmnWLoTebFWuhe8OU3uZdL7xin+0bySVcpSQ9xKIjyfpOnbWjpEmlL9INNA1kMuq1f5Zr09n7gn7ZaxMDB66f9eoHosZbAI6rnjMnXP00gmr40qOcLSgG+upfEaz/imlgIrPe60A53L6zt6v6oDM9erLqRyaCUetCayvFIHqTF2KIYlPEqz+a1krraVAeozL4PNPaIt+sLtFpzdWsd0+bqvxp9XnuXON+zTRIDd1DsXkHpoyOEjRkNnxtisUDadWp1qgNlu5J4jhr6bYBQ+6Nu2FBgL1SqRAw2P1QgqtfDKa6q6KhYiMIHDQx36/PG6X77YRr/K/udUNrKFhTXHTTfRSXygm1EpeVdF6IixKj1mScY+MSjcWVwBu6/45ZX78EgRytM06QbCvE1OUxVyDHb99N/22dAaJex64g4xW464wVx7jGLrtD7UybVgVehuY3EDKYE67Gvua0qxefnkaay1h3XVZJFHFCTl3+1Ye2V4DhT3l9exAlRQhDLxKWDibUm6Ga6GfSUmuVVDESSB0xbXJ1bkVok1lX8yzSzXcUFi9AEkI4Dn1i2PVQw6YDK50mZBEPDi1Ccqy79xPRRKpdPiLUKeJzoVqPT2pKAcFin44VASP9wbJV2jbF4xZt2uOkKeHaxNQotVOVlCoULetwsG+g0QKe9f91rwza2iVPYGGLzWcsBNLwSFu7gdMiSiK54ZxxFGNsZcWGibichFbmEfyC2QYLGxFdTKkutVWGWImbSBiMslbJXIKa1WiBFB0LC26JWipczqKz1wWzBY+KgoshE3JmCivbFBmCvjth0jKqqx4ettBEjZKW7yyz3HUmjzuZJNbGeW3Y6YB7o7aJmiLVkf5fXCOUKGOUWVF4Mh5zaoW19cahFWLMJM+YX2i1sC6VOs8si0yHmld8AarcxWMYFLPdGrH71kRTykHKWbRQPVbSOLrfvGjktq1NNFRtMJa1gdw2XlwRkmWlVVjPCzEmwrTCesZrY7d7gmmh/sEfw6//gPblF7z73q/x6W/+Zb6/f8tn/4//kr//xef8eD3zYiYPF48y9k0yvGzrTMgDbZ2pc2HwLWtrLPORSmU9HCljoKWB+fw1iw0sX/yCd9s7ppihXGjTwLCZ2AzOGDVFbevK5fWVy+mVNAzEcKfYz+IsdSGtQSa25pKoYULIS8WGrTyIPEiGUM+YyfAtpNw3yU7ds4bHjRhPrXVdfZ9u1EINGS9GTD3aezkTho08VkISw83lHB+HO1hPMN2xLqe+Gwesyeyatoi9EGV4ijdJPWISSDDcaR5WF00szyfS9oHmTvp2rL6/sC/LWyxtsHWRj1Te0vwssBqXdCcPmM8CwtamWNEI0GBesZzxywljq+Z4reCvcOksqGD46YIPGafI1HuSfCvMMzDi+yRfkbrAtnsVmDTSPp+IMUgC6BUuL1hyea3krc4TJOOzteDlmZYnwuZO5riX1qerg6SSPWLZy0Jjle/J4UlgToz4omQ4e7hXoZ8m/PUgM/FGl0t05mNKuEfFbc8XgUfNsbefwdPXkCM2vYHTC1TFuGt0Ynh5oo0Rr4O8LaY9dimIuaMYWZvusONRzeE6C/hdF4EM2wG7G2inlfZ6ogWZp8aykGKS6WaKtNMFP3zApj1+Oeq72aizOQVsu2OsF7a7O4YcxEDxpDM/RLEmhu6T5Nb3viKvosMrabNj2O7h9cBscCgd8KiNmhKNnnxnJnpwkg9DPV8IQ75NtWtrlCr5VyiFmDPRJ6xdFGW8rtTzhWXpVP5S8BqV+FYqKWWsXpT64iqIg0EaRvIwaO+3II10ayrSWx9ydAZeCIrwxgQ6qG7x7pujwtpXsfzKaSbGyLxd4MMRr438+I60XXkujeHtI+X5yONv/xaf/e7f4AcPn/Lp//7v8A/+4I/46fLC4d2WOg20mLHHB2KRsaCfzsT9lnR4oX35gTQ+0tbGUg+06CynVypQfaAefsxh2rOGH/P4+MAYB/mZbDek+x3bAcaNwPEynzm/PDM/vSdtRmIItNOBNYwsXgjLhWFIGDN2elYNMw745Yy9+QQ/HgGDzQYuB0k480bAR47yeXPgsmDjG9o8w3yRyXtZaaOYDGXc4HPtaUiFcD5g+3vsw9fYZsKPBwGTBuHxM+z0it1/QvnyKxmdumkyuswwH+VfFAcsTbRSYHMPmx3+1S8Jbz+9Nddhm/EvPie+/RQnion8K/zybiBaDT0zQSw8T5GQN3itSjERCqJG26/mmqEPN+WnJfaDDC1TNFkCxC6zcbonSrtNzTWUU1MqTwMTsxWxH2/Jps27uqQjAVcD09bUGAejlKrPfQVCehKX0j87g8Cs17DW38OU7NMb1Ku5K71Pxa/eL2LGthaonYEZrox91Dk61r1ZOmvB4ZpBIqClWw2Yd+aD5NZucPNZcX3X5pqpW/dvsChGiy65QYtdTtSb1aC2HUMglkojtSJX6YuhmuiaTnn9ZCa5rWJw1VqaCzg2nI/j+s4+MW7JNziqvUDJcdCBH7tFGmvr7I1u6yEgISjQozaoSlqhMyjEmE7UVllLVRpnpQM71hnzPS75CuS593QeATKexF6v3Q7ATf4g4Op3StP1vUo7HLFmOvPQqj4fHVBSI6+a1gkE74O+YGIrNpdxb6u4N5bS95Tm5GTEYDSDWrWecKXGXO975x8RI0ootKDeu3RwwZuGRV1eZhZ69LW+X71Ccx1EaFX9iVuEIJ8zu67Xpr4mXgpp1RC7psgyJJYxU5PufSBhzQVUB/nqiOXVh223/jeoJoxSqujc1OAzBIEsmHf2kIb4LXQwtEeFxxjBsmqF1jVorQrsa53N5VWsI/+oBmm1e6C4wCWFOmnVNTddoyZySIxBtUGQLKh1IPHbvL41iGKKM9EUN3Qn/NaR0IAYJGZ4b/SuWkl36eo0iW6YdZbImPtCAqIWmiJWr5SgblwbXL83bLQQLGK+iH5UZzVEMULrjr556KZOna0SFC/mtVGZ5Z7tGYtiVlRzNdVBxkgWVKx6TJ0unWl5IAS/xehaClxTD7Qwk8x5qqY3IQxgjVaEeJPHniIhJ2BLGyGmpVG6GSbrsXs/BKohlscQZcDYWpc19e+7nnEGvM2EOFCZcL9AWEh5J5qky/E5pi1h2MhwaVlYzwdq3tOOzwy7e2KaBDR1UIG1YFNS9GxpUCph2FLmC3lY2YaBoV5k7LmsWMy09aQF3Ey+KB0g8rilNMlqPO+YNhP7zR13aU+Mia/XJ5a1QlH85RKNZb9n4cyYB4YUCK6Np7TIWuTx0spCadLzad9s2FJg7akIa6F6Y22iHGac7TCxHQfG1KmJtqEtF3BRu0IMmmq6E5LohtUb9Srp6vR/Ie/yQmnetE67BrUjNn0j7CkSbSG2TAsr/pKJrRBCYn15wQ4HLstXrD/7JX78iryBu7/9V/jt3/s93v3W9/md//N/yd/75/+Cf/zyns/rzBlpWQnxpnUNOHG7I8aZ5MZQF4ZolAYlbVjOR1a/ULvHyhwSXyxPPOTAdppYn0+cX2falGC7I20nmgVO80wlkmIiciZZYalNwEre9MmCTLskzY1ClJelTzWqNNI2ddf+UZs9TRpl65NCb0Ltg4G1G8WytrNSYdKIL404bGWS6/WWCuDeI/OK1qFHmV+F2mhlUSNWF8UlUqlrxeJK2DzSlpPYFdYNdm9mdoFgGU8T3jW5of5qTyODoYl4qbCZ0MRhkOlgzt1zJMIq01BLGjt5qzSCom5dBpAWvBtThl68Ke2E+YJngdFK/RHry7zCw6M0ycMGXp9g2sHhtadCZPxyVMGzeYDjTEiBtirByeqML4tYgrEb2pFpFKwIVA5hwDKkaUtZz/gwwOGAx0DLW5W/rQpIKXq2udt1p3c0MZ2L4o4/+65A5GcxXsJOjBZpxyPsP8E2G6w67XiB07lT3M8ddFqINkjG1iWWrCtKIR/xy0HPRJmxIKZEmy8YlZAmpdN4JlgmjAPhzVtaW6muCVeJI60cyARCmggZgT+rSeKXDB+3ApbcZZA+n0gpsEkD+XiEtw/4fBYL7PyCp6ya+XIQuJkG2vQgE+xWYLdl2t1zt9uzrxP2uOdpeWJdKqwvlGlkMVgeHlleXxiniZwjVvre7ygRKmbacpZR4eWiYnuthKXiy0wrovXWpsQDbwJVtpsdm82G4br3hz1+Punapqi9f9rK0yolTcqve3/r9UstAuBTln9YT+FT7d5ZkFX+B146lboteDNaWPAPz4RaiGng8uGJ8PLCeY2UX9zjT5+TR+OTv/47vP2N3+azv/Kb/Oa//5/w9/+f/xX/7Gc/44vlyOnxjtb15UoDEVCX376jWSClifr6TKqRWirZIwszdZ0pbaY41JfE0+XAlsD0+Eh7/8rlqwNMEd4+kvc7WkycT2fKZkuaRgKvxGNhWUbm1wNxc0ewim33knJcZ3ZpgsNRJtIs2GaSPcPLS0+ZavhxxkOVH97uUS3CyQnDpPOyFtphpnEQoLa962DRHW5G8hXudtqbl+5B9PKEDffds6ARDk+4zzC+1dR8kdG47skZfuMN/rMfY2/eKuo7D6rjXp/lTcCEh4e+3iJhWf7sN9w/Ty+/Ru5mse1SkjF4VbKmJO6LWN5J0epWiwCN1s92c6yFLgvt6Z3VCcOoc8U7UNDqjdlKlTQnpHzzhfAr84KA2zekQNYZ3j3el9q6NCFSvXSyg8InVKd1r4SoYIvWmRBqCrvPY2k9IaQnidbaI4TjrUGWzCDQTLHHDmJiNEk0IoVmdktm1HC5dfemdGs21UuJ0WCOnDMMfe8rU6QDOpI6IUDkKi1B8/or+OTfcGht3XukIyi9JUd9l9pn9SDdcNZcYMI1QcXrSuUb+6BBsHBjW8Tabg30tfZVC6f6uNYObngfPHrtzXPoDTbqG+W2q2vfOngHYuq4AIFgkEOkmDO3Si2SNMpjN+lccFPPEqNkLE3GxMJ7empLGrCiwbhffWq6h4y37iMizYzWW626pqZoYrphLrQup9F735grQZ8fBOLEqP6C6qRqYme7Yo1jElgnME5GsgbwDWPT0L1plPgkiRWuBCJr/UqZddDGOrPLboyg2rqfEEapK7UnFYWgNNNq/VrQE3TmQl4KUeGJrMm4jIGLNbFnTL4wWnuS9RjIOPf2WYIYXE2EB2+Sz7gFrJYur+mAT9QZEk01Si2l+xZBGgaa9+8YDCs9jekKipkJJAxRQ4y+/ot32ZojgCj2h6PXBjcArBZaSIR+5gcXw7WV2hHaP/317UEU6IZ33iPARBnzZelAyIjPKxZlQCjNWzcgoi/IqAcHXzW9bojS35FJlhnioGYmKVWne0cLqXIXldYbIaRuVCmjQIhiMbjQy6vBknSQSU7BaersF6fVlQZkH3FfMAZuELNdJUjoQS8XveW4ucmYcLp7+McJOhaIsh2SaVNHRK11RK8bR9E16dUbvi5qBjdvsPMF/AUjEcMFCzvgeo0UoebVwcZewCdqW6hllhtLj2WseU99uTCOmTiNQFGSQWuUmCnzTNi8IUQnxUAYNpT1gtWZME1KKClPmD3QgjTxIQ+MaWDrF4Zx070/Fq1LjRHwetJ034xWzpSyUsJAGzIpGdPDI4+fPvC3/41/lXna8vf/o78L7qTqtMvM3Brri3OmMQwbxhzI2Yhp1CZTdd9KK9R17Y7wQhLN6RpyhxgoGGGayHliTJH9fsPdEBiCSaLkRptkIFnQIXfVuNY0UVFE21IKtEgMAlAsJBpy9TYXw8Fr1OTca08jEfYb0oDlJPpcbbTDQZGeY2A9vuLAcl5Y65eixO8mLv/iF2x+93d4+J/82/wrf+u3+cF//H/j+/+X/4K//+UX/PB85EM11lhpKWoD78+U5S1WZiKRMG7JzanxQrQNA9DKTGkDl/MrJQ48L3KK36VEKI0Qt9TzTL1cBER99ZVAELZYmog5YOuJZa5cLkdChMG32DDI7MoytKUzTGX+5K0j5mnAKJIFlMLNnT8N1FWsEgvWWWyafMV8j9OoRU2uz0eYJhlZDVOXRHSEfhg02R/3+rnWNAktBeYj2Kx7Nu6U0FTPOujzqCI7ZxV3aYQg8DRsH/H1BOWsfeNX+WUuWWIWi8HLCR+2UE46uHaP+PEFSyM2z/g4wHqANsj/aFmVmjUgpkSNKlI7aEXO+PMHTYfnA+ze4hclLAmQ07qhLnDVnT/cySD7+ajfT1GARKhKZFsNu1yw7RbWpkO0LH0qOOsQnQSyESQjZJ01KQlZxX8dcMSkaz5hqd4KG3k1dNPk01EeWNs7OM7698Ok6ffzE+w2MC8Cth/f0g5PtLngRxnL2eNb7Ok9lFWeIm2VyWETDdVD0PT9PEuuBlgSiNVioJWFqE6ENm7x+aQ5hG1xL5R5oS6rGA1zJaY7Qj0TI4THTykvr5gt2DTRDmfJnLZ7/HyRIHraMUwTm9AYHu7l/TEfgaxGJvZI4/0OZ6UtZ+qqvd/zQMyR6TvvuP/OW/7m//h/wLLZ8/v/7v8BMyM1x49nFm+U0rh4I293DEPS3j9usPmi/fOyUteZuq7UIsp96Ee2L/Nt+lbNCNst+e6RcYjs7u/Yj4lsEIokhW1/RzsfJNcpK7Qq9kyWdr0iKQ7uxNoEoESxpK4Nly9KBrMsbyCrTevH1SCGnAXerY328koeM5Yi6+sz7s56WSj15wKk9ls+/PSXvP2NX+c7/85/n8e/+df4tb/zn/Dd/+Pf4R/+9Kf8+MN7nreTqOybB8j5I4X67afY5YRtR0IbSedCbC/EFWoIlHEnZur7X1I8cAwDbVnZbkfScSXEe9rhxPz8KiDqpz8lOsTPPsUsEe8/xQ5fMx8L8elJbN1x0ncsWiscXjRxzaOYZ0PCT0fCwxsxOKetgA9v+OEVu3+knV4hJoGez6+S+rBi+53YD6cDbXtPO7yQNnewNuL9Pf7hPeTUDWLfyJ/o4TP4+S/wnPDNVvemIAbqsmC7O+yT78pwNg/Y/l4Az90dXivhzVuBo198Tvit38Rfn/EPX2MPj3+mW+2ft1cMSoyp69KNpy/UKjDRXJILQiDGnqjRer19q/etkxKqJEGoKbQYaU1yBrwbl4erBYD6BzVmXeLTGRk3hkVnLLRSxfBw+ZnRPrIPaDJmba0Pb1w1WwhOSoM+o8nnUGwWmdlinW3YTWND6yk7wW7mrtdGNdTeUph1ObxhzWRG2lmJ3hrB9Xv0RE7rgEzocif5b3RWyJV53yWDVz+M0JtU+wZIAuHmKUL/HNbZ0NzYCdf+S1IXrh40+mukKPa3u/yjBPyawGu3zmiQUa9h1KsMpFo34OzsQYPYWdo3Foxd5Uf1lh7TYujye273wHrjbRZu7BbNbgLXbra5Ev58mvoquooz1CM1C51t0H1N+qDxKga5NsgxKAUs1NABJPWJ7lGshlauSiyRAILYG45YSrV/5hijPBy7WSp9qNKq43UVq9sqdP8Z6Aa6Qd4dV/+Svri5yrMsRIHT/V8ZQf6Bzkf5kItZcvU3odEBQlN27RWU6s9L8+6g43oe2jfuf/zme68r4bKQuhFwGxPzmDnSmF3rMXeT3eBO7J4nrZRb/22gwQRiV1mX6Elu1D7Kf0InTDQEkGDE1FntLslXWystJ2K/PFfVVKMzDaErSzQACTcgTYP0kBJRVCF5JCFPsFYrpWkfSp1xeos493ZjpHyb17cGUTwEUYRD9z2oV4TzKvOpMo7pjrxmQYZ4LrNB4tUILuDVOnPFuUKMApUHgReJvpm6ZCIm6n4L15uQpIfyIplEN2SVdr724tsgKF7JLRJZFF/pXS/XEVVaxVdovgqUaYsog+6S59iq5p2RtlQsx07Z7i7epk0v5+7B7EArtDRQ12NfMFMv1tMNVHLE9PBWsWFPa5KVWNzRmia7lpJcg4tD6zGEi0xfzeT07xVa3NKevmR83GN5z1qNuImMm5E8ZRqBelmo54u0m8uRiBPz1FE3Tcxs2Cua8gJme1pphM2dElFqYRsqU95I2nKasSQ6PyHrfoakBZ0yrWkiCgGzhTFseRt21KcL//znr3g8sS4rYwqkzYYWXEhmbZTi1MvC5bAQKOTdPSkFUlKSTy2Fcj73heky8ssDebNnO+wYUuAYCuHdPXff+Q716STJVDSSGZm5I7uOxw2lVQpZzJtmeC2UEln7ZtxSJlojBiOhwXltlRCSALPatKkgrXAIYm21pCYwdNlY80q5GnqdTnipcmRfV20MdeXyxz8mrivD7/w66dPP+PX/2b/N+Mme7d/9z3n345/xR4eZX7TGcVXSE5hYWHmUH0HXDLa6SiqWnLIutDyQlkKOd6x1oRTnuC4Q4X4cCSEIWIyKQZ7u77DTieQryYwYB0r5QPHEuq6saU9cZ02lgiazIWVJatLmegIR8yCaXr3K5bobfzeNi2nokXF9T8iZOASgCq9MA600LCfWAoGL6JWliu7bVjwN0M6YKxrddndYnjqY8laSIwt6vs3x80yY9qL3toLZ0P1SktgCqUsQvYqZdrMC+xV9xREuh35fhfD72llx4xbOCyF0c9VWJe9Jk/b6yxEbt30qmdWUX04Ct2OEJiaL5z1Wss6J+dxBDAEy7fCkqfPypAb+eIT5JEbHp/f4udAuFyTXGTtVdKRlx9ZMyAucz3KTz5lgiWsEbcOw04GwvceWV/mRzI0WRjw1pQow0NqKnSDuHrTNX/oU+3wmPj6o8G6hG2Xu8A9fyrDu8U5mxyFj2/suQTP8suLrAndvBB4OGUOgjqWNpDrrSdfjMvdJUcPWCBlN0MzxtMHLTDST58Yi+nve7Ym7kZYT5elIPV0oiKGYgBAyVgrt5QONEdve469HqheBVsusz7FeiJvIVFfG/R4rFY5PsN3p+cgjvhZsowhkH/d4OdCmATzAOjPGiUfbUd8f+eMfvcfTM+WyMAyJtNsJaKgqZEsp1NOZy4eZ6JX8+EZa92GCdRWAcjxwpTSHlMh5IA1bdps70pA4hUr4zlv23/8e7cMRO5+wIZGCkc69BgFa2OvvDaMkHiZJSZlnll5otTwSUWJDcyeSZZzZU9jcV6xlFXgEYupRxykoDbSuOvdboXpSQft6EJjcqoDAWvG6cPrjHxGb8/AbP2D87q/x1/4X/3PGX3/H5t/7D3j8g3/Kj94f+CWB0+mAD2Lx+bJg2z22ZGx3T8Bp8YxtEuHSaOtMagutXChhS7FKtcRyOGIpcfcwyQz0dIJxgM3I+PYdfPiKVGZyhliNUlaqR8q8UB4fSJcTddzAOMlPaNzgH77Cpkls4LUQHmVo7EuD84Ww3dPOB3ncrXNP+Kq0GAR07LdiAV4WvEG7u6NdFthMFId2OlJjwA4L4X5POB1hm/FuzGylEX7tB/jdGzXspcnUNiRs2mjv//yX2He/B5cz9nrEtlv89UvaZqs0xe1e96ws2P2u17i/ui+nS9ebBl3Dft+BZCfkQde4VZo1pSuGnsTidKZK/NgPdENIELBgoUeeWjcA925Gar2R7cwHr6WbkF+ZBb3WvzbNBAiRWsRMNbq3WzBCEwhTr41jkOEl7oTY5ahOZwf0Brw03CslRfCIxUa8xR9rmKlEIgdzQpHvhXU2huQpAYr8ROj+GbdkHm+3AWzr3bpfG/cuVxAx17karhuu5MyOIWng3xkM3ptwUTfVq/Vp+9Xnjhg+Sl4668eDaZjU+iWv/Z+99boo9PfnG01w7V5VXfbTpTJ0j5bY/V68qxAEmBmN2D1OGlYBXwkx9Xl07wMBfflrNHQHCrhSbyIhVHIMtJyYy8pau3loUEJP7IagtUvGFTyBwLTe5IcQb4a/KSTVp7EbF/efa97lVPQI4GDyPuz3q1a0Jw5RIRJcGUftZtbr3T9FPjOmYacJmHSXNUAwnUXFnUAhEruHoHw0gS4h7aaofpWceWcBXtetQBcZ6mpdmV1DYOTnEx0U59vVSa73BklPrazE80yeC7Y2WspcIjyzciiAB0ZZ4YhJEq7M3i496uAf3ag5pGsQTGeKoXXvfR20/j3NrpHj18649QFSB1LX9cYWp8v56F45VxmhwFr5B0X8477iTmkamtci5pBXPZdXcC/G1IEekRxCkMfQVdb2p72+PYiyznrSrN0WvLkJ3QyVG1WsqlD1VkTtlPukfqGjedYfci1+NaHUJnDCS7/pjjKcO9V+uajQTBkL6YaK4pIChYZMgbyJ7nyl7NDAFcdqVbQy7yarHozVG9mv5lFrXyFRxqpDol5OOCPUI80yIQ5Yn7TTqqbrnRIXLPXUIIM6S24RErfo4FogJCXs1FWpIZb6gb+IEdNmWBxsj+3CR8YOC07GhkhrM20u2DhQOVNrJQ1bhhipZcaXAuFEDFuwSL1cNJF0aDlhNpGmLcM4EMdeoJyPBC99HUmnFoZEKy/EtjINj2zbQlpPWBxRY+n4elbcMBXySCsVn4805WTq/vjMmx/8Ot//V/82X/7xn/Dzf/iHNJzy4Zn8yWeU5lBWSTbSSthu8bZST+BtoJwveDSIBbNCsEzusbkxZjb3j2y++5ZpzPzgd/8KHgI//8N/zuW8MI0bdn/pM+yrJy6vX1OjM8VErLOsdXIgVNQARTGh6O7fi8tfoNVKDqZI3uDEWIkWacFvpCRaVZqM0eN5TbrsvgHogO2AXVm7SXPXBbYq5Ngb9fk9czCYF9LjnrDLvPved/iX/vrvsJsy7372S/7ZVx/4UYEnAot3X5a6ytPVe0xxX3exM3UImeJVEp1SWM2p7cJ8gdelEO4DUxqwZWWeX7gsz9TtljAIGB2Gif36SJwXynKktMY6bRR9afQpQ4C0kclna8goTWwZgSeFVmcxU0rDfdYUKQzQVkLa6EBGG6BZxYtiSNu6EvJWEoLljPxYqrwoeoES6llsiBiwZebqZGXDqCJlftUkJwZ8LXg9Qxqp60Wb7zDi60mxaawCCQIfZRu/oq92fsGGEfMFm5VOFoZBKTGt0MagVBov2PYOZ8bOFU+NMGxoBTFEPEpGeTkT0tj39VcVm8ME5dhB8F7M5SgGwnqRF9TdW6XczEe8RUUtp17QJ6ORlJRzOqkxo2CpaP3TMLZ4uYgREve0tkhPHgMsR5mrbTaEw4Ew7qnnJyDjdVHjPHQZzVKhnPC8x2OiLRfMRskIchLIMI2SttQLNiRYCyStXX850U7P+G4P5YyfX4XMUvs0K2N3GWwQq3KTxeqaC24d2Jn2VKv4/EImE2OgnuY+Zyyajo0D9fgiFmc22ZTVSATS3ZbweCeZzxfvCd5EF++pchBl+GvGkAc2dSEdvsa2j90fLWCno2Sf6yrT2rbirwdaccm8WsTOMw9/63f4tf/hv8mX/+Sf8fnf+4diGXz5Ffn7P1BhM8+k3T1WZuzuDtaZVs64ZcrhIJ1+Xoltldl57L4ueWL69BM23/+McTPya/+dv4mHyOf/8B9zOV2YNjt2b78Hn7/n8vIVNSfGnImLjIFbT/vjqmMfRqhKClzPF8mUSiMZtDRoLRYVXSH2ZtAMm2cVw4Eud0jSXC8y7zZrAkpmqMvS6dqimwdvqgvmRv36S04x0OaZ8c09eT/w5i/9gL/6L/8tNvsNb/7Fn/BHf/JTflojLxYoVnV+rTM2GLQocGC7wc4X4njC3AjpjuqVmEZSK5RlpcxnyofK+YMTP/0OcbuD08L64XOW9ZX6yTvCZsLLQr7fslkO2NpYTyfqemG9uxMDsU9ySQM8fiJWWEzyVisrNm0FVi+zWCAbAXH++or3iHpeXrHdfa8N9V4+z9iHXxK2D/jhA/X+LW07EY7PWGrE5Rnb3VPHDJdImA/wnbfYNMHri86HWiUlupxpP/kxRCNsJzic8Jev4W5PO75i40C4e0f78JXOaDtCGvUs2rfkdP+FfTVaMdZ11bk+zww5YpYpde3MDDUwlSiZR7x6FYzqC6ynQdWiGHC/NjNqpN1lUqs2S02UXakAgVt6jvWYD+9AijxABDC0tmLWGTBB9bn1wWTz+pGV4fIbCUn7eggJauUaJHGNV01RYItsBly+UKFLPoDmRWB47/+jRTVv6aN5bLyyBDrLpvbPFl1mtmLBqN5uoD6o+0s01IBrCPlRcgIfmz26Oau+bbsNqWnd36X3QKDperAo+UwrN6ZOv0Hcklc7uBC6P41bgODEa0MZ0kfihNcb+FVagShfw6skCPfb+tCUULKi2npfeGXL0DSYR2BHdIE7YsEIjLbrUM7kx+UhUhZnniuXteKhy4rigAUTYNAtJm4JSF1uUzpb/Zq2ev0+oIGa7E6sD+DpgEa9+dRkd7KLl1KWwlJdc3sX60brqdJ8UHgGegaaOxV5f9TmPQHGbqyOcAU9rA/ZOxbQmt0+B6Y1fQV3ZNDbwcQOvLQrCckRoMiN3CMGVefUCPDohrwmhv5QGqkI7FiCcwiN1wZzqwxh0nqICmwwECDeI8FjP/dwul9pvD0f1+f1Y0oONO/qEtPnVOKda+0S5EdmdAAVXbe1YlEeJhbTLT2LUm42DMSEs+g+ELr9g2wZxCazDviF3r/LZ+gaIy57h/StAfRvbywbhw5CCHfS1VjBr0Z4SZUvVc1Tky7xI12po694v/Ar1ygrA0UW0jVhKWPNRAU364ZtAeR9TW0rEZekx8AtKSnHuw8LtVPgFLvaSsGL6et6X4ROn4z3TRakQ7+CKDTRquNAqQ4uc5zWXOBQin2zQCascatI5KqUkQBcnYENMV4sCFRwhKgx7sAjzK8CXeKGxEAdFiHjq/Sc8pIZhHB3w15SoZWFWhLmlc3DPURjWVasnhnHt6RxT/GVtkgTXeIFX51h3DAGRR+3OlPPq2QoUfR1G0aYG/hCSBNpTexjZZN3JETpci8ypUqjUNYcaKVQrSBvrm48TMGGB45z42c/+oL1w4n2+ef4kInrBRsMi5k0PbBcDqRxIHVaVry7h1qJVNKwIQeIOWuB48Qhcf/uLWl3R21GaJXzAiON3bQnsDBU47f+ym/x2b/xXf6r/+w/5/UnP2YzJMYsbd7VfKhdFtHwopBrPeodsfdKSwMBOWGbGYRuqNnoWfEut/ekgyzGHv/qTlmbmkgzNQqdEmrDQAqZ6FfiWKOtZ5anr6iXA+H9nvF+S0rw7s1b/LIwTRP3+x2PX7zyR68v/DIYR7qOt09WWkdZDSBtiCaPkJA3sl0YN4T5Qp2VKmHDwLyu5GDcbTZsgrOsF15eXziVwG63Ja0y/RxSJNVIWaGWhfnsYglMW6wWbJjE6gipn/cdNE0joZoOiFYgDzq4W1NjmjpTrVTISmciyFha1L+EL0c8T7T5QJweFLlYnZoTwUa8LIq6LjNmcg33WiUD8V44eD+LvGF5L1bR/ESa3tDWBSqS9cwHyNu+X4VvvU3+RXzZdKdm3gzGAi1hYcZLpgUZb1KKXODnDoQgVpD3iEBLuqeWJ0irGs4VNX7jhPb+BdvewdKwzQRdYohFmHY6C94/w+SEYac3GPbY0PDzBUuhU8YjwVY8bahzPwjTFlsvMmQukVblo9JqwLynyo0jFhM2bLDTUZ4j9IIwjLQFQqiEHPHiAiwvF3zzCCHQXpYeZTxIvjMhJlNZYLvXmWcB323kLTNs8C+/1P4+7Ppz2nQtD2fVl9aZE9bpxHmDrxfa+YTbSKCRxglPioQPZSHFifiwoy4nyvORlkZaK1ALKUwkK6S24qdXyvMswGrYY8srNmZ8bZLibnakVtm0xub+gUiX7dHNe6cRCJDVfLTSxLCZdjLBnQ+Eh3cc18bP//lPWd+/0n7yQ8VEn14IGSxl0t07ltMzabMh5yyi9rt3YpvVQtrekYMTB5mbgxFy5O47n5Hu7qluhLJyWZyBynZ3T4gjuRq/8S/9Lp/+W9/l9/+z/5TDn/wR02ZkyJmwLj3qGjhfqNVx6/+7mx56KZpS5kHJP96n5O7aK5pozLgkhalPM4kQrn4Gpcpn7BatrRZJsczdW4LeSC0nlq9+ST2+cvnyjuFhT47O208/w88z037H3Zs3PPzoS370o5/x5QCn7Ya6LrDZEkrFh4Qvq1hQm7eETaW9vhC2DwKe7vaE1wPxNNOWBdvcsTy9kDF2j4+M5Y7y/pXjj3/E5d1nbD79lPR6wIYdeRuIdWE9LdTTmfVSsPsdYbfXfrrbwOkVLHVwRZW77e+Ip57scTzh93dYuNe1ffqA3d9pU17O+O4BTic9/8NAyAM1D4pAvr+nffia8O67+OEJTgW7v8f2D4SnL4mf/QAOr6rbQpQczcEvi2zazg32AS4r4fETWs74T/4Q+42/jH/9lWRB+z18+TN48z018PlXe+9vIbHOZ9b5TLRAyJnSGzql8Xj3HBAzjCCgkXCVlehnb9P1qyEzlRDUwFhvaBqOeSRE+0YccRMI3pM2DPrPylPipmKJWcOpILaXuepKGWgmoPckGG5Rk/+rtKbLJ6zWzua1zppQvG+idYaG9dTJPuDtkgq6RENmoF0aQmdYaCTfgWnwVqiuqOF4HdP7LTMErzIZFfbRehSs0ljky/ENJvu1r0L+L8QuW5JJiECvG+zTEwete9OYdyFAl/54vIFTV88JggaI+mzx41CKKxNHdXj7xr1tV2AAAUnNrftZKK0ytkrqcivv8icxcBQVHazR221dL+9GvyaoKIjaQ0yJoSRmCssy4zF1O4PG0BrRjJzEOG2uGYWbWCLVXUD/tbUXktVZIQKyvJtWa3HpM1Y3CgLUIhBqIXhnpBAFAHfGk2EklydccZnGustTpDn6nFMi5w6CmcCo5krJ+chU6JK44mA9TpwqxReS6VhrYpZ6zzBqTUqDqyFyt8JwXImcDmGRnUVzcbciiKm+6Hlbg3E056taeK6NHBNjbsTuWXPtcUDGvB6vRs9ByVSI7SGssLOlTN/TTAEf4YpRBKO12LsrOqDUr3tUX+nYjVljWDeVlc9QaNxij2WcXzrjzTpAQn8mG06XkaWuUnFxetxdtX9wAUp8lGf9aa9vD6LULpPxTk918BrUnMSkm02VVtUDmNBSL2tnlDQsNIiaSNO/XLj+u6tuzwLWCm6jDF5dKR6Mkwrk1n1Z0tg3FKF+1+4ohFEocQDChHmRM/LVlCkLVIFCa4EY5KUS6YBHHvQ7OcmjJST6mqBV7zhQjw3LG8VgppG2Xj4ybqC7PifpbYMWlw6Shky6OoWvLPr4dMlPc9wPhPSJdO/VISxQAzQZ6gYveDDmywWGPVMcsOxclgUvJ4YWGAZ5ZbSWaRXK+ZWWJ2JQtFsMUZF1ymIkeO0ThbMofFTMClYzu2nL3gtDu9woZIqmrnr4j2c8D1yjs7hp3jQdC/WMz4XLl+9prx+6l4IQzeXDK9u/tCc9fsLrP/qaapFonYIbAkYlmsz8Yk7EadJAoTbqUplrxKvcl3Goy0p8vGe4v6O0F8btRP7sE/Jv/ibjd/4J73/xCw7eiMPIkBJhWcghEmplaVGK95j1IAcIMfcBgJhEblHYX5f9eEdCNTVo4LGbErUOtHXdcFmlnQ8dqOvRebUpLlsTeGG0dW7EdSZdLoRyT3rYsr275/EiAGY/bvnNd4G/+vNf8H///Mf8sFZe+4ZIv49iXzQ1MwQsJHkgEGj1Qg5O3j72Z6hg3phtIAH7ux13deFkgXNtzOcTbRjkFXA+kDZ7klcCkeqZFkfpEK0S1qJr0UqfMlUZkBLAMiGuokuCpDrzSYlNiBmm9IQVGSvVrpNeVBSnUbGKea/DHsnF2nJBKsNELAtWLoqhkwJSVMBLweqCxVE08uUMYYBSiHG6xfi5AaV7T1RF+4p59Sv8uurEyxnCiNGN/tqCbXedPNFUXLUAI9oXzidIAcsjFhph3OCHg/xLlgXSDoLMv7gsMG50X/Id7fQsJoM1uH+gnU+EEkSzHx5VNNUr7dglRYhbeH1VAzk+4G3WHt716D6OMitX+dDd3AeBM0PGNhu9/26DnTWNNkuKsV+LZApUNfeffQ9/fg/TAxxedQiHpOJr0Trz4wnfbiXlWRf9zd0dPhSl4bw+4z7jMSshqrMrQxiw/Z2YkWUBG/AyC0ApC77bU09HCJWUtpgrBYb+TOYMDIkaH2ibQDl9oMZIqvJ8DzbCdkv1gHMm9tjnxirj3KqiOrix2W3ZuZPajBWH8Ixv3ohia0abz6L7m8tINWYVkzliwxvC5QDLyuWXX9Defymp1iIp2Pz1C9NfeUN6947D3/uCFgYCZzHVOqU2ppGYI2FIhO2OqydbW1bWFsCDBgAE6rwS370hv3mkfPU1w92e/N3vkH/t+wy/9l2Wn/yEY63E7ZYhJ8LlQooRq43VneK6x9AJtHlUAxB7YUYUaG4GRQC8O/JicAf63h+bvHKuE+Sy9Pc1pTp0ORFNZoLy4enT+1ppy4V2PmLLG9KbPZt377i/zFgI7PPEb332W/xk+kP+3j/7R/x4dF67VKKxQkzY3aYbuR6wJplXyF1q+ypmaXzzKR4UbUxtzGkieWP7vbdsl1dOBM5LY3n/FWxGyIH15Ynw7hOS94npuKHt76khwOVEvIh5y/EMuz22CsAhD/IImo/4rvtLbbfw/IR98okGS+6w2eMvT2JalYjFBO1MSBF2e9p8wT/5rtbb/oFihr18INw/4rtHPUMvX9+G3OAwTPD1M5zO2P0DYb+H8y8h7rH5omSekMC7L9fzER7ewfwqwHe3+zPcaP/8vWpZVXOmkVgXQh51P+ra/ZBiZ3ZEya2790arRcyROICrTrTWVHdyBSEEelyjwWMHL67+Du1q6N5ldld7D6yzU7gavke8rJp+u3ePkNqtVtpHE1D6hL4VAplmMv+31tCWlTrkIDZNcLoXg3qHgowvoxnRC9ZZMt5cLGCz3hBb99i4AgRXVjzaQ1ACj4emZtysD3YF2HlVIqSHIF9OUw+k1Jseb+z0IW+6gRud4tb3lS6LuNoXoD1Jf5tep/fLi6khNb4BugQB7531IKDBP8pD+GjYalooNym5LnijdtNWA0INvTHuTbR12XlTw2sxi5VHTwGq3SfHZGCKNyX4dBaDm4CUMctIe1lXMZz6/RtSIga/Sc+ouvJXBQF08/BWNRi31ptn/fgt5QXwIBZDXeQr6Si219yoZaVeZZ3Wa/BW9D4546skw7eheqt4ad0LR/4qrXvChJ5KcwOrLADyghSQJk+gdpWMdSZH6NfZg9jbSgvuDJ7+e9eY6FrVo4XOtGltxVsmrJW0VmKpVHcuIfPEzPOyUkNjioEUE4So5JqY+meOkr32tXNl5ocQ5QMk6olsPZpkVtb7ESUD3TZr1ZEBWpBVhr5n7eCpyWKpA4LeXAOv2r1O6tqHyFrRWidN/o490ML4eF3dJTHrXCci8t9JSazeGFNPDvvTX98eRAkTzio2Bd1VOfAxreDqAO3QtTVQg0whvbsJEyRfaQ1SUoEIQnK9P3w5qJOJoesFAZcRYV/XovZ0pJoodsl1A2vWNAWxAa9zd2WPEBqhhpspkLbEhtsWuoyFKwrZH/CYkm58mynFidEJi2jd5KQP0qOQLE+dCqdoYTfAlVdfqcL62nqbKrblTJuXviEETT/bDPVCDG8IZQaXr4PiFQdAMb7VGsUTLQ1CHGNlXqFcCskj08OATVuWZaGdz9TmlBRxX/CQsTYTpzsVc+sZ8xVDEVJeRiys+k+bmMKRuzqySZmU9lhdcEMZ6/SNPqceq3nEQo+JWi+6ni0QJzVH9flr2uWV5kXFnSfay4GXzz8QvnihzivlsuLjwLTbkKIQUs+igJbmnQ4tmmUElpcDvlSGFEhDpl0uzK+Rsoh+Gjcbnj4cWf74p7SQibsdh5cn3Fd2MTK4kUMgT6MYJvOs+xk76tmpXXZFrZUhTatFBXMtxHEgTYOQ3xgF2JVVB8QV6e5UyZ4PoU2tAa32wuE67QCzhtuK1UJJUDaREBNT3jLcZ37tr35G/r2/zV/9wz8g/fv/Ifs/+TE/nCtfLwtnc8XJXgHHlLS5rksHPjsDbBiFeLcVc6hE1nrhdY7yecqJtPR7Pey6WVajWeJ4fGY7TewMgq+KT93eddDD1bTGbszcll5I6bM0spqPDqTimj5YHCjLEafHg6dNP9xXPCQd0l6kcU4DVDXHdbmIxdJWCBmWMyEalja9kFrw+SxJzvQg2UidNQ13Ewsh7zR5jxGLk5J7xj2sM75caOHbb5N/EV8+7DGf8ThppNNcQHDokb1msPT7OY4CwVtWHG+Ze6zvHvYTbVbEpceCtTNWDIYC1tN7LhWPI9hB58u4gfNFBfC5qEB4fobdTj4HpeDJpDSlUNsK0x3+8qK9LUaszlicFG0cA5QLYFAj7hcaRXts01kREoRxEDC7zDRKXysLLU74ZtKIBUVlc/dGGn1HKUNGZ2OpuSRtJP+ZlPRQn77Gn55oNigJ6O4dPL+XJK80Pf+gAcU1ytsGPNbuteV4i6S2EGKieO0TJWfYbLHHLcvhSHmZadHkdm9RgJZX0qjUq3ae9ZzGvSZVuZsxG9huR14Xtu5sppG028HrCy3vujF3xaed/LRSxi+v3Uw36Bq0gkUI+3vsfKC+/wJ/ehKg6guWtrSvnzj8ZIv97D31PFNOC20zMD3ck4K+j48Jb5XakhJ5iIRuKLt8/UybtfczDrTzhfn1oDMiJ+Juy9PrkfnpSR4id3ccnz7g55ltzgwYOUbydlLDd5bv2HUIYAEleKE97WY2ua4C1cpKnCbiNGrvT90QcFloxeRZ1T0JrDUsZ1kTtkYoSpe4gim4ngurTczbUqgxsG4TKSY245bN2++w+Rt/i/vf+V3e/+E/Ifxv/z22//if8pOl8fXxxBzpaVkLLAths9HefzoJ318v+FKw3QNsNth8BhwfIvX4zGEdVNBPW+JXrxBeaPvvaIBzmfHWuPzyc8a3D2xqxdtK+/JzysNbsW3mgiUjTKMGMsdXbNjJP+1+R8vdH+jpFXaTwK/jCdvfUb/+Cps2WBwkI8oJP7/iacDaSiwrdnjBxy3++oTngXo4YLs97XIh3T/C8weZhL/5FNZZbMLXD5AD9pu/TXh4wA5P+Jt3+JD082+/h12O2Bjx8Q5enuDtZ9jrB3j6Gs/5v7Yf/iq9WnHqetFzO4600tPU8iAWuEuKaWZUd02nDRlju9i6nfbNNUrYuoyFlPHWWb2uukoyF3mkXWXBHw0eu5Tg1kTF/uxoIGNXuVBzPKhZCtbUmN0GsPRptmQEqfWfi6h+j92otUi6cU0OCZ0tEcLVm6E3vaGbv15l/N0nhGtqIX1KX6uY672nUeCEvpL3PsKDhoMe9BkV697fxyXF8KvEzJuayM5UIHxsvvUG/lHTgSklp7aeYoQAldY6CcN7H6O/8xFcCR2E6WxtR+dHSEpCrFe4pULS0FY/LwmNdXC0mRhDDe8yzNRZ/OoXAwZVLJYr01+19/UjXUG3zr7oBuLukFNiHJzTvLDWRlgWMXxo5JQlqQJ5hlnAg5NCoLRGqXoTMVTEWFF7KYaCRFYGpf/NLgWq0Ac43dOmOjHoewQTKCI2i3xSlLwkAEWeKWKor7VhwTuI1npT34fQ3SvFjQ7G+UcwyQXkt9ZZX9EhRGKQRKiFQF2vDJ5vsHiaAIMWEpFvePTUhq2VuIgtv8bEOTWO1allludkFGHBmpFCINI+Mr36E3qNBw9R/YolgZp2va6uaPJG7SlN/XsafdF1Jm5MPUBF19QwQur+KDH1IXTomEL3Run+pkKr9BzW7n1q3TNFig49I8EgWY/StkhIUo+kGEj9Z9tt3/n//fr23UGb1dBETX8UIRYwK13P1ul8VzaGpc5GWW8PPG74ctYFW10PXqffeWuaWPT/TVvAo/5unm6u3Far9LfVUAJ2I8SMe6P1CxjTRihWHBFnvF/AJgM+EQY2QKG5DC9L3vbJecHCqJsyDMRloYZIjg6+UsNAaIFwNX3qjkxW+0Nvou6JfndFqUVvtZBolmnrrKYQ17UJSdIEl9lc9JWwe4PMm1YIEyyXHjcWKWtltUIgMaZAS5n18J4QYDPcM2zuZKy0NiqZhQtlcYxGnBopbrA8UmuD4vInWHW9Qxpk1BZHBjfuw4Y9gcEDoVwwSgezkmjc3uUu5dSv8yoqVAh43BKiDjIz8OUIa+1eAR25Liv1q/d4866aKCzzhbU2pjEyjQMhNg1HLWINYqfT6WEGlkVyrRBYX4/Uy0qtK43Gsq68fPjA6+nC6XLCNxPlMvC6rKxrYWewHxPDkInA0Clx14dULKm+Y3d005uQ3RAjMRkhZ+nsYhRFG8NK0UHcDVXDmMR0KmJuiTYq6qVVPdzmTqiuSY7LZ4fzBX//wrQd2XzvE+x7n8Gv/wD7tb/M3bTyez/8q+TQ+OQXX/EvPjzxs2YcSmXx2llVRitrB1IUE6oGcqYGI8YRrBFak2O1O8elkIi0YaBc3hMWJ+8esbVpvdvAuazEZGyHrVDj5awEhrZCuvtYOOVNnzxLauGtTz6sClCKHTTpSLGl4WYQfXWrlyHVAAaxnLTeWoGwxaPAsrYcgUQrC2l4lBY6TIpJdknpuhRSm22a8OUkyZwVPcuI7WUxw1o1kU+TqPu/yq/1KFD0CppPe9w1abdaxQqMYDVrrjCNMsxcT9rHxzvdz6f3YFlMDTNsM0JqAsTSpu+5XRKQAiwzHqbOhAF8oQ132ksr+OlVUanLCR8yrIVw90YymGFPsCzfogTMByxap5De4WOglVlJWnmgxYGwXrBpp8N7tyO+XGg5EJYRpfRMtJb1zB4U827zqxrwjPwdjouA/QLEBuMWOz3D/l6SntcDvB6xZoRQaGHCP3yBJk5VfibbR+2ti+Mp0uaT5JPVaUOkeCOlSPRA2460Dx+EN9lIvn+gloVakKnscqS4EbwQwkZny92eMoNfCnHItGWlDQMUgzZjKZJaZL8Z2cVCrkY89AJlXvC0wHCvoqmAzwcVM3WGIYuBt7kT5fda4JwOWgtDhosKJVsX6i9+2fXMBq2yno1SnXFMjJsBy4Omfz3xIyY1FSlFUbuXWXt/jKwvr9R5oa0L1SvrsvD61XsOxzPn4xH2G8rlyHFeKWtha7AdI8N0Twiv5GvDwLUZ6lT97uEgGoqmuCEmYgoC27rvmw0CDyirjGOXogn6NKrGKfVmGK9zRWxGo4MnoQPN7pitrKcT/kVg3I3s/9L32X/vu4S338WmLW/uEn/9Z39MzPDmR7/gT3565vPSOFIpzQnbO8lNL2exYF6fsY0kcfX1oOs5bsW0CuDnmZrhdJkJecL3G/zliJ8utDePhPVDn/zBZV6JkzHdv9Mg6PiC3z3SXp6JD9/B1wrtgt09iNmRDT8cIUTJtEf5T4RhULPVGi0attl2MLLir5ceZlDw7VYN8+mMX8608xnSTkaR04i/f0/NmXY+kb7zfXwY8HGD7R/xZSEMY5eFuLxa3n4GX36Orw1bZvx8wccttrzogDgd8csC4xv8cPgz327/PL1aEPM2BrGvbNpI9u7eB6rgRTG4MQ/d7LEzH2I3WS5VDHTvgIFx84jDerLJNWEkgIa0jVYXrgxyelMbqjAcUA1undnQalNv0spHz8XeBLVaJLEIGeu+U0YguN1Y4oZY6mYQCfLg6w2cHnrTpDrod6LRvRUC1Wpnq/TvhVglrRZJcGq9NYqGvC8+Sl7671xRAdfPq1ARG8ev/67/3DXE4CrhEUOl3ratG7Or91UOGtB1NpD8ITtn48qQuRmEcvtdfT5Ny9s1CQ31NFA/sl26r8d1rm6mXqPeGAYVus9Jw1gXsZX91sgjawbU8FqXXMA1cCR8BKn6Z7bOKIgxK/WvVk7nmdk768GtKwciMUAKkWhRINgVQDPI5pRmlFoprV4xOfntfQMMi6g3DzT5bnYPsXUtrFcmRo/rphZazixWqWsjpx543CqlVtbuLyrmiJGCBDUWqvblLu/X+dDEPtED0AG1q2yHm9fJ6g33SLIOxEG/97EDBUFsm+BER8Nvd0k610a8rMS1UQMsyVmy/MLGmkR4QCBUuFoVoD5agRRd0no71zo408RewkIHloBupntN5Lwm2F6xO4d+/vV77HSli/59MIGn7kq7bRapXuXr2f8WoQOIPRGqYT2N10hupJRIQcya2AccQW9OM1jaVV737V7f3li2zKLdt9ZZJ0WNdDBuAefKme2rsOveuiZLKFKU54HL/Zp6nbKFG/pKdx7upBCaJW3CtULI+jlM+uWQFMfbOg2rabJtMUkTj1A5WRHTTQ4vneLnHbAxiFpwtawCEqJBla+DhUgK15skeU6rCx63WG7EkEXX7hTd2A+P4kWNBoVWXECtGdRF0+111SY1TNqUalGhjBNSEuGBKrCqqXl1M6qvlFBoy4Vp+xY3mE8HqCPD4OQxQHTaeaFdFgqN9aI4yhQCQ9wyjFtCzJTl2J2WjZa2sB4x+neuJ+7HR+6tMhJIadRG3RbJpIKiN32RxAWX5lMyn7kjsBdCGIkpEkrBpkTY7/CXF22MbdUDua5YmUn7PWnacF6d04f3LDGy3D+wmSqbcSQDKSaCZb1nn3RIe2eY696UukpqEzLnDwfm5XM8BNbjgeV0ppKwoOmsd2Ryg0kjmwbClRrZqXNtnrUJButrRtFYMafuJt/pZ0Utv8e+OYz63j43NeVrp6aNgyZcMeDFZZTYt5DWnGhar96q9gKDkqAWJ1WwY4E/+TH8i5/zZnvHX/nt3+BuGnkcMw8fXvjh+cLXFrkUSfAMZHoVh/6MRqzJbLW1i5rGkIg2sHrlslzwWqitEuNdR3bBcibFAV/OrGvhtRRSuDAkaGsAu9CmLa0WOd83E8tp6E1E0zQ/xkxxoDUhzX33TGkCq5rgJu0VXlfdp7oIdEsbmM9Ey51CmW/XyZcLYdhT1/X23tGCmohyAaqmX2ZcZYhheye6fczI9HlREVgWgcMxqRj8FX61+aIGsTWcGT8fgUGsozH3/XKFMOM14qee0taKpmJlliHp+Vl7rSulidNRh11KOijnnrjVDGuZFiscDzpT0k5pYM3xbJpUn2asPUm+U/ozNm0I53NPRwnYfBblOd/TypFqBWfBZ2Vpkbe0MtPWA9VkWm6HJ4xRTApLtI3BInZXW1bacVRhst1C3sGkcyTUgu8mAYox6sw6vMqI1cBfnmnv3wsYN8PuHrG5KZ0nDCrYajdKnJv8phZwG2hDosVArSthuZDoDMDnV4yRZAsxVsiN+v5Ia05NiboomnQohVwq+d1b2Gxpxw83+SDbzhYIGbZbwuXEfpO588pYC3F/181PzzAOWJ7wNNAOJxmmN+/gWu7nWMMvJ+I4EoaErZ0J9PgO//KXYImwXog5KaXlclQKz37i0ozzL37GOgwsn3zKZqlMmw0ZFT82TsQQCYhxep1mGZW2ztRl0dQ5Js7vn5nXn+Ahsr6+sBwPVBKFhXr1BnAV9maRME6Eb0ZDtibPG+Sb4ClipRBy1jT1GsnZPk5cLXZ/iChGJ95kKrx2nfY0Yi1rkusasIj9atqj3VX8NUW3VnNKMpbqrBgDwLyy/OI9jw9v+O2/+bvs7nc8bEf++Bdf8tOnF55SZi4LDRP7qDUZLhu0PMjr6fiCnwOeIzZkQspUd8qHJ9p5pZST2ELrrCHROJBapHGmHo+c7I5wOTKEwIrD8RV784baxMy04jDP2ONesuyQ5UmUByoNu8xi+gSDpYqtup7xYVTCVhrx8wGPA/XpAJuktJ8PH7BpD8sJixvaUvA0UD48Ez75DtZW7Ljo2jYnbHdweFa9mQd8mgQIb7fEzRY/XeDuQefCy4eP8p/NBtttwTf/7Wy6f05ebT4pfhewWwJOENi3XFS/DZK9eV21hxo3aYdd2ePdxNJ87UM4sRU0vUasvy4NunVToZvkd5iD7k1xNYYM2K35hy75ibnLHzrIGrpBaCmSy5sStDT97xPyW+/RxNgzJ1I72BHEMOhsZKWgmJ7fDrDepBrBCK1xNSW1GGhNYILYtxoUWt93xbaI/UN0xgHaR67S+KuhqoH2GeQzohm8DHFvicdXo1jsyg3o3hF0hnAHBXrCEN2zTxPOLoW6+sbQf/766l4sxrVe1bWQrOQjBvTRfLfLmkzDqZsUpwNEdZElAdxGkzcmxlXiYZ10Iy+U7gXTh+lXmZClyBA+gt6XpbDUil8utCGT3EkhUpNS6ZJZ9+lIkkgF7bupBWoJt2vbOrhUTX4mjUprRghZs39XpHWyTFhcspzSZUFRZq0fERmgD/7KWrgsK5f1zKZVYM9mSB18Cz32W2s3dj/AQNUz05N3vGtmQlDaaPWgiGeX4kBStyvrQgBgu7JOQicc+JVnYcRlJS+SQ5WYWYZEyZLkxAKYk8xEHAgoGbdFUvDuTRo7INZBUZPURylR620dB4vd80bnZfUgABABZ9cpZ+heJAqe0XNp3f+omuoNpecIzDKXJUJtDQr9uTYaPaEJyaeSBYYhKxE2DTe5lGWBa35VF1xZWf9/Z6IMio6UfrfHEbUVRyg/fRPso2YxDfLQ/xltiN51TPSe212GUd6Rym7USswdjOnawRszoBusdg8HX6XJtP6ANxfKRVWRqnizRPUFx2jr0lGnqA2odN1b0NS7XpkYpUcZ940+9EivuhxpPpPCiFeDbJ16fQVkEFUrZhFgSvdJMVG7LAR8VcSlTfsOPgHtDHWhecB8IKcMFml1xZelO2QHajlTLhdqlJFdtsgFhV+mbAzDQBi2nbVT5YG3FnmGhEbImTE1hs3Ass74+aBmFPC26LrMM3HYcNcGHvzENm/JrYmWnxLEO92nVmFBjXlV2oETFLtYqqJPVSX1iUXRLV3lWUHaEsqJyECImbjZyWxo2JPKiaE1StxyOZ4ppxNld89mMzDu76jLjLeEm8lq2JTwss4XyQrMBETRqMcD9XzBLcpPo1xEWa/OWi/UEFhyZmqFsTmDd/vimCA0GaGVoomdxgBY7qCZN6rFLl9wzANOIXnCQ71NDSxFeaK4YsKvdUXw2Gl7V9Mx0fGqd+1wTLTWWOeV1g60mNnGTPaMbRZsrewsUcYd4dO3bHLifsy8+fIrfnRa+HlzXswoQZ+RPGhfb2undSZqKRADde0gRUh4Cdp8AgRFOkG5EJMK0BgDtU2spfBhPrLzLdZRfetxxilW6fD7mrCoRK0QcnflzzcwCi9YuiZkFSlGllm65GHEiqJU26qGuOWe8lILrcxQHUuKIA8mCU91aXktSBJ2dfXHVhh2+OUEUWCconEn2vkgpluItHLBhm1nla3fepv8C/ma9gKUTgcs7TorcYa4FRPtdMFIYN1/p570/McdXucbiGXTtlOMm/boPOp+eMBWTTPCbk+NK6yr2Fwx0uKIlQXyA+5iGnirhDxi242KqlphM0q6QMQuZzVQ54skIeeT7mXuul13iN6NyyrNjLDZ0uZVa65GQgqEstJ87NI8l4rWu5xzWWAMkpEFecD4doPPAspJSYXAIJYCp1caEzx+2gvxAPOTABfNStUgDFkMgPlEixmfsprp8wFvRjYIBFYDb4UE5M2OuL+jrosa0DJTz4skn8uFiJMskPZbynyknb4mhkRLUbTxnPDTgXC/YTfccT9f2NxPpLYlXF6l797uBeiXHss7DTqfwiqGSRPzom0euI5ZQx71s6XA6ax1MNxhpzOBhZC3hIe3hLYStm+IrweSF2p+YH16oX1dqW8+YdqODO/eEi9nyYdCIJsiNT1Oirxfujlhypg16usr9XTGQ6LWosZ7LdCcUs4cQ2AdR8bqDE2JCxkXuFNVX1jtoG5PXbBR6V+tM0hpnbFmgWgFuGr7+zQ3RclzLEgq6ia5pDc1kXVVpd6aBj5NBZ/nQRTyy0Jrz/rOMXNvA+PunqE29iFRdvfE732X7Tiy3048/PCn/PTpwC8xDiFQ8wjLhTBtNNg4X7AM5Dv8qDQ6f33Vd9s/0IokVFar5G95Dy8vxGGE5ydiysRhQ5kLh/bCeP8AFsnTqGne6QRBrDXLWQDOditPkjTA+UDY3EGNMMp3iru91v0600qjnZ8F2t4/wssr3O9pH54In0z4ZPj9HZwvAvWeX2j3Dx2IdOrLC8TYI2mv8okuwWoVe3gHX/0Shh1hP8F6Fqj41Rd6v7zBX7+C7a9JBlrn/1a23D8vL0uZengBd1rQunBveMzEYeprvfWmrgMntQ+TaDo3nF4vAZa6RKYPPEPGaN9olgJin3xkKWjy3r0TEXCBpVvThpkAStQIiS/geJUP4RUniGnQOutNu+CgDsLWRuzS/OYdVO31EB1YVbSxvqcAHHrT3V+1yg/O6G4LavDoTWETvUJT9+751zkHeJWpaGtXBkFnvVlvILHO8DDV9ggIEHNFA2P1Gb0h7RIcmvqi1geDYmJ+lBqBaX/Gbtf7ZozbBASBniWl3Chd5paAhOQorSkZ9TocU46xPFi8f//gRjABS43QmZdKQxHp73qdgKoAkNB9LtyvbijcWBoxicnhBuM0doZy5TLPtC6dTLURDWKMDHmgDSYQ/pr8ErrRavgGGNB0DW5sE6us1bqZawcxTGyO639KWRUwG0PnE1xBoJ691CQXWoHj5czz4UieC6vD43bLfjJy64a9NELSgDcE45qY1K+i1nrvnS0YyRvV+3Xt9lqGwCIIXQImBpH8gXQ2heaEpRAvK7ZWqsEc4BRgjQEv8ig0ow8HomoV659Tj7CuBVFkArrfSogaQFdUG4nCqefDndZEvohBFgehP1siXiiVllZvgK1X7THWgdPWfU2wq6FtVdqOGfXKTNOTRbZAjC7pbsqkIQmou/1NOuAXOpjF9Ut9q9e3BlHaWgixm692WisxK6IxJpkvNkUJ42j6tnZ9dY5CghuQusbpGoPaXaK56gnN1HD2AsOSdI8eIpSZ5lE6yzR8RGfLTO2uw/JU8K77y3jPqndv+ky4PpeDI+S8kUnIPFExWBXy9paxbmTiepZciD3VV6qvxLDtjJaIl+W2yQo0FDXrmlMekr6PmyYiWs1VUoH1goeBVi+iwSfw1mVOIVCrTLJWN8qwI1AYB6g0ymUl1sZmE8nDloA2sroeaDVQg7w+IgeGuCWOk8xRG8Q0EkiSYJT3YAMxbbhrjceyshtHkneDt/UCV9ogrslxm/H1LNpiGK67G2x2/eBoEDKtzqKpYaJwd3dupQxJyxqsCZRYKq3MxNAI9UwrxrjbcLfZEsaJZYXhuHK2C+eEkMVhIOfSgYFAtEAaBhViw0jIrsatFcydTCXFiJModWVdoJWVM0ZOxpgGBiC5mEZp1NShVwpc7aukM28dkQfKSvDcNX86qKyJBXKlwkkfu+KrHmKdS4avkndd44lv6XMNYKXVjD89ETDSwx188oD95ncZyoldLZhXhmFkMw3c3+345MMLD1898cPLmffuzN3Vmrp0BkeDJq1hq5KrtKB7evUnsrwhsFBKweJICkbxhsVAbBdayKwt8XxeySNMq7HhAjFRa9VeUFcZdDpqNtuKpaTElpw06Yz5hlZ7HrD1rKQVDIoSnoIjQ9haicOd/I4ChEESIrnxIzZXK8QGzRulyQMgLKXv+JkQNJWylJA/w07Fx7CRn1IrhHEv9h305LBf3Zcvlz49V8Em7ekA6yv4KN+IeoJh34GxoOfcMjYM+NKN14asAm8YEZMxwnnWP3uDMdGWI5Y2AmaHDfgqYLg806oabx+3qkZ8oR2LCvFs0tWbd2nNA1xO2N1eke+DGgDc+4SmQNWk09Io+ed5EWV8/xaWCxYz5jtsOQgMzhNtOVLaQhhH4qVhccIvJ0k2piwZUkXxz8sKAzJ5fn5WNPfjvWSbteKno7y9pklRq32/b7XSxkH1cTc/rDieJkJ1QjZUUxQCTmIlxh34KrbK+ZUWwLeZMK8dQBlId3t8mihPK2G7IWzv5HXw4Ws8ZkJO7LzxAGzyQKqOjSOci86y01HSqHEr8ORywhd9VqsFG03AWJt1Fgx76nJWIRwyYT5/ZFamjE1bwroK+GxQlioGC4kwn6BWhv2O3W5L2G5ZzwW7LFxC4zwEhu2GadqQSrlFaYYYSeOAjZP+d58c09k/2ZyYIx4G6jKzzgv1sHAOQXv/IMZj9EZMAzH2ibarIWz4VeUp5tN1CloWGgON0mNNVUgHd00TTUwWLzMsJoYbYCa/KvMG1WlJHixWVqUhsuB1ZP7qPcEC27ePjJ++Jf/Wr3O3Hll6w5U2W8Zp4v7NA+8+f8+f/OwX/OT5mQ/AEqKAkdNRqUhFg542jvh8AjPa3QO8PgsMOy+EzSNxWCllhu19Z+O54iUvF1pLFCLr+wPxcY8vM6GogWWdYXtHuJyxcaup/GYHs/xPqI1wN1JfnuD+QUMKDB9GbPlAGCedt6ejnv/zij3soa7Yu+/puSmVMO01RWxQt3utyXWGS1XsdlsInw4ym3bw3Za4XeG8wH4P6xl7eKu64OERazv86RV+47fx12cor3D35s96u/3z9YqBPEzy+SuLGGUhCCx1eT2YCmMZsboM+ZXYo4h6LIFXgvUsmN7IOaH7FQTV2h2sNKzLKEweClUJIHb1KupSG8UEaWirUI4qxkgIfZ/v/UBo1HJtvqLYKq19BMZdtPfmjVACMbWbD4l1OXeIPcEHu5mCQusyFiX5uEmKGKIGYfJ2U9IktYgRH+jD00IMA414SwHSVRQLgk5iMFTTcpUTGkjmL9CieU8vFOrBFb4Kt6FzZ+K4/k24mkJDZ7boFeDWk1lIVLp3x9WAtjfO1gfa1sFJD1dWDJJq1MbV91FfxzqT6cqNEe4VOhiniXqAUvt7oZ5QSABG7WymKImV9/7T9HclDY8QAmkYyetKcclmamenyD8EghWxFKJAu0AfFva7aV1WoxC2Dhh5xUoSm65WqsuuonZAQsylSLoO/gGi5EQhdsaRqxGotVHWheWysLy8cDmeNdjt92E3DtorLRBJqjtdZ8SVPaI00X773KmdLWXX9VUbHgV+XYE3/bCAt9R7ldJcjI61EJeqwUIMnHPgEq7gYCRSGFJmF5P8Nx2SO8FaZ69HiNaVaB1ovPnrfGOtuIZGrdbbOhKL6Rr3fWU0+cf1GeT5c/XWqThemp6XLtmjA3hmRjBnbZUyr92fKRJTIsZAjpF0S2sSoSEEyf+cLm3qjKGrhE+pXn/6678BT11RQ6Gjp9d8dqFBctqWi333ILEg7V2flhmOWxQjwz7S0byqwBAktKKq0zoLpJtEWRW9vmdSCx1GD1LXI+OB1lZi7G7SxL5JKO/du+zDUX47sdB8wJvR6oXqMi8NrJJb3NxwDJbSneLB60ILRvUo2UBSVFkLY99YwDuC5nXGutbPvfR4p4C3IoaIO+YLHjd9Sj7C6Cq6a6OuZ1qnKTV3Xdo2kzd3hNjlGmYMaSSPA3kcqR7xOlPZslhjPR6wIZDzPUOSj808n/FlJVOwUql1gXxHbJm72nibGtsxi8KFd/+SyNVN2K5FpcZNKnjiAOtJHgZ9+mahTydzj59LmWSxp2I0rKejWNZ9tSGzlkXxoeMOzmeiV8aHT3n8ne9hK3BcePvb3+cX/+yf8/4XX+K1MEyZOI6kJI1b3oykNol9sS6aphi0JuOpsRVSzIpLToos9mbU2lgLnGtjTIkpZkYaHlM/ApruYd9Ezekyhm5a5ZoitOJd3ym/nuhV7usBMbqurvPeOoPlqgrkVlCIWvmxCHeHdoHlNXH+xZdsPGLv9vB4z/jhA3XdaAI3ZMbdnu3d1+zGzN1XT/zwcOGXrXHEKSHgNurgr94bnqgDrq5iQ4UoCuGy6N7HoIMNofWtFGLeyCTYjLKslDJi2y22LoybB7G0aiVYv9fNJccwufVbzzez1H2IYsbXRVPuGIkhaCoaHQubzvbpiLqL7m5mWFu7DEfPbbmcaHGQLCuYzLxKhTQS0oiNEz4ftb5CxNeTnrcyd5bRAHOBYdDeVdZOL/1VfjWaH7G6wVggjv3QMzEDfcY8w/yqRLKQsCavCL90GdUw4Z4hVKDB5YzHqaeWuHxz2k57zDTAHvwiYJXjEyHvZPQ7TYSLwYDkdcOms0AOWG6dLTfgp1lFwn6DtRMhjHDSGvegBrnGjM9LPzydxoqNG5kSxkbYjIQPz1jYCGxcjjQGAgP1NBOHQUzK7Z6ejyf5R+qsjmESgXK94DmroFlnfD6LZl2rfISCDI3NA2wi9bxSfaEtMy1EPBYqTiiVlEasddPBupKIpAjh7SMtZNp6kvkslTIvpHWWFMYaNhjL0zNtnkl5xA9PtGb4/RtCiuxL5cFnttNGSQbRsPNFBXSt2GaDhT7dDyYD33rsErtnfPsgY+HzM5YCeMEt6xnKkRgyPmwEGKeoFJftDlsKTCPlcqaViu23Yj0tM8O7H/Dw13+LsIK/nnjzr/wOv/wH/4ivf/oLjusX5P2GNE2EYSDlRNpMpLYTYLZqT6hoH7DLzFALKWdiHghZaQPuYiOV2bisZ4acGFNi8MaQO9PWRdeXFrw3WevCR1mC/9f3/qRmLQTDg8O07Ull6LwztC/24VEIUcWwxw74X5l6mr7PT5nnn/wciGw/eSC9fWT68ivKvIMk8Gh4eGB6vGe7G9n97At+8vTKV6VyCoE6jNibR2JFsZHHg8yV0wDzER8TxA2BRD29aElvx4/+FdMGzkfiMNAOL3jNlGDMnx+wd28JbYGHz7BB8laPgzwYliIfu+1W533r5u27O3yV3NNfDjKqnnaqtUrFU8Z2e5gv2HrRZ20VX2fCkLR3TwIxff9I/foDbdrBbqspYy2slyPx3SeEcUu4u6N9+BK++x3JUb7+ivjJnWQ87opXH46w3f6/yfuXX9u2bM0P+rX+GGPMuR57n1c8bkTevDaJE7AtwNgWIIGQBQbhAgULauAKBUSJv4O/hAKiYlFAIFvgFJZFJum002Qap/N1r++NiPPYe6+15pxjjP5oFL4+5g5TyDxZub66MaUdRyfOXnPNOUYfvbf2te8hQPO77wm/4yRE6kZrO2XbFJ7QVtWCh3E7AXOT952jWn4wNwgjHabuYm2lNPw+VIvZMSlHP+cDBPGgBk9/UD0/fCJardCHcb238awZuJ4ffNTf7loDAYIH7aPDjNZHeswhg3Fk8qp0FDWQFjXVlqxDnochC5hozqj31Age38Wa2GVKltF3HOiGWASjqQ5ACPKmk4eM3WukMPxOFN882CT3hnOAFa6+RhP9OnAk9VXDaeVue3AoSiwMWV9ATKLR9B5/GAyBg6djvRMdBXyMHiBwmHraGBx2jihZc0k7OFhGI33I6UrbGVIQHbWjjrND1jSGzL+dOrM3OUKQScEJXj8312NY6l1BIof5cAdiyqTSxOKwrowTA3BqG58bSOjzHH44WOCwSPVxf4OBdfl+xhiZGcBFH98paIgqcBCBGUNSYnHI1Icnh3dkSttdNfK+UvzGVirf7ZW1NZ6XiYeUmWIkZSk3SJkYtIaMcXn5LNdqdRAXLHwGInrT/Q+SrQlQHOvCDK9dkrd1J9x2Qu00g1tw3mhUjOidhOM5KpUnJQ0/D5nOAPZsrC1JhpSooyhtff80TPIVuNTEDDdJhezOBtJAQYa70IeBsz6yoLI+jIjdEZCShizNjECjN6cxDJT5bBFgQzJrw3bBBjZxkNwsZv29VgR2BhlkAwI+f8Trx4Mog2XgHA+atFsHxWtchZHEMUY148OYmw5U78OrYlBpGJ4UmJDoPB+/CJCUQlIeBkepD2nQoVmq0CNeA/gGNnRq0zLMaUQBhLGIghNyxL0RPIBHuhcsTNpIfZdOq0VsK9Jz07BpIuwbsVaayTOwl6s2lXAGaygiLBAt3rV2xDgmU4u+R0fTeG+AGAE0w3Og1Qutg5m0dzYt0B5o7QKWqe2N1ozpdCZFozTFbSUqy9MX5BzlnbFv9L3Q2k7tDZ8f5DeyGGnOEDP9tokpEWbcHDdIdeddgC/niXN9IXIC4iggd8xk+BnS8P8g0s3pLhqt6P3DAMgCNp2lV3dG5Gdifv9MnjL+mw/4tmLmRI/EJWNzphanvL7cXdd7L5gZ7XbDDd798me0Utgw/DST24qvjVYq+4cXepqFoOYAKev6h0iLE8UL3gvPeeGcIhYD8zxxenwkRtEGc2SYFDv7cdiHeA+N6haJrckzheGhgiQ40ikO7XCVl40O5Dro24hKDhynSfAuo71asaJqredEsEBkTFBjFPjXGj0E6n5l+/A9KSemoKUXUybWRmidOWXsZBhfkEJmjoFH+47Ht8of7Ss/xIwH0d20Ac7Qd+758+MQDyHQ5xPh7UWT9/x+IMu7oh/bjTjN9D7Rl0q9XVm3lZCNiIw/E67I4jYaiWHQaikDA3DtXf9+gLH5s8eAs+NMYvjESEyTTOJGkRRsxqNM27wfVF4d8t0bgRmPRk8PDJhbk9fWxJbYRejtddN0KI4pakx3c9swzdJS/w6/xO7rkAqi45VxQKU7mOo5EDireKKKcWhBXhmn5xGdO8xpbdLz6RX2hNmOvf9G1Pq8iKWxrTob6gqWJHsYkz0PjlWx9yhFWng3eR1887WOkHkWU6BWgWCl4lPG2Ak90D1j+wpESQP7Olz3G+3lFc6P2O1KOD8Sb2+KsAc8RKoXbHNqmol7wW5XNXwxa22FgIesdKCHd2NCZTCdMa+w3/ByUyGSFvztFW+rqPHlLE8In2keYD7TLi/ghYQRaqXHjW5nohWm8wPpccKHfKVX6HWjtg4eCUSiJdL5DKdn2ocfCKeTrs90xm9X4rbz7In3D4+cro3QDJsylFUGhFPG1o1wAnqVD1nMMgo3g+0CpxOYinQ7nwlx1nferhAn5q++IC0T6x//mt4vCriYM3FJ2GmidaP85jcwLdo/tyuERLvewODpn/4lbdvZzfDHM2m/4Vujl8Zt/44+n1Ss5QTzLCDLIm1a2OsO3nhcFk6TfKzm04nl+YkYZAyeohHThHdNs7wyUuFU1uQQCa0Ng9JRBCJzcQ0RRKe27sN0X9NWY+z9+4gJNzU73fkM9JSicyRlvd+oWUJSeeYOHgPtdmH97jfEnInmTA3mPLGWSi2NME3waAT7CSlnphx4+EPnDz+t/MnrK5/yTM2G7xesQlge6X7BY5JX0XjeDSOev8RefoVfVvjF70k+sxvh9AV9fyHmCbdHPHXaemFfr8Q5Ec0JeyEl1zquYpz5TYwXP58kmb5dJcN8OOt+p4gtJzVEreL7KllauSnt5/yA3zZ8L9jesXeL/vsc8dolF0Igqu8Nf5zpMWFffCVGWKvyJ9qLfs/rmz7HRYlwTAk+vcG8YNsKt5Xw9Zf47fanuNP+2XvFfMZKE7uvV/J8Is8jNTLIn6DXlUCWZNEYfhuj0TcXGxkf7AMxRI9mjzDYD03Sew07kxqdcMhQBtvLNMQLxt1YFNS8HrW//IVU49swPfHjIXaZ51uMWBdr0bwNzxPJVu4wQq2DjTDAiISYFgzQBpchclNMLr0P9oeMaaErc8JVL7fxEWwMIcOQJOlaHLGv/c46kINIgOEnYgyp390A5WCFc2/UtS/JaFdgCxwikIEwACgxtPeRONPHQJw7IKLBcxgDDx9+NaPHs8E0OJrxg8lxGPz6YZFgQ0Jtd2WAj3QYSUyce3aDIUDlni40GH7YPewgxiSZ2ACy+0hPGUEs45pEYkzEaaKsN3AjH8kyDs2drVb2WpjyxJQDyUaM85AcKRikCUyxMZAfnp3RAgn5FtZead2VjGNKCy0+WA1RAIiPIfTBd7HWoBWWFJmmiV4La99ZX174rjY+Pj5wXjKP88TjNPN4gtmdHNPdANntuOV2Byu7CQqShGawtgbYP7CeAaIwgMmG1UbYGnFEHu8RbjFRTfc+hEALYB7u6TwROEyQDz+hI6UKN3nm3VlU+n2ewt3Hxky/G0sQjYCG+t6qvlcXmHWsYbARQY1MxFsRaGldyVDHWjO7DzEUICP/mzA+WzCTiazpOvTxOe9Ss9b1+YMip330CnfX3n/M60eDKBYjHvLYjDb8iHeMyqZm0JrwETPmNlIVgh7eA72NScVW74N9gTrBQcGjD0qoRIxD/3XoChOkQwakG3yXD4U49tmRanJ8wYF2xxCpHqBvouY5WOs6aIsa7G6N0F2su30wR6Lp87oTQyb2KgoWRq2VUDRRIk7jmg9jpgHqQKZ1mQ3J3Ek3Gm+0LiCj7TvenWqJaAmY6NtGLRu+OsWgeSfNC8ssP4j15RMeAlNeRE9OE3Vf6VulV0ka+uUKFHIMTPMDYZ4pTZu/zLY2vDWm0nmXZ770nefuwxcG3Ar0wSqZF0KOmO/0kJWAM2U86tpTByU/TliTv4qN+yBAsZPzI6flkdK+o6UEXdPonjLdI/t6pZRKenyCuuIlENKZ+nrh8scfeXh4T3u98vrdR27f/YZYdiUq1KpEiv1NDKGYqYK/pCXvYpBsMfDp3GjPjxjO3gv79UaOgTwJbc6TkaM2koKoYp4CPUrjF3tTnnwI2iAHChzGs3BPlXF5PNAGYnpQP0MQU6cVpQ0cNMuuhJzUIYdAyCP9yjvmOuToctOulzf2jwtpngi/+Cn4T5le3yhXRajF5swh8Dxn/Mv32kTSR/JHMaA+hEjJWVPAKtS3edOB3odhGUqUCtOE7YWyrprepkwvih0OVJI3Sl3xCGX9yB5/Qr7dyA+P8iKoN2JeJHPAlELBoPLGI8FLaxJ3+QBZggGweh9msHQcsU5838RGo4m1Y0nFR9kJ+QnzIo+hLo+E2KG3jR4CwYRKh4YKkjypmY6LDtORIGK9a83bMKf+XX7NMx4fBnbyqjAjTHTLdtMk2QK+ykvKQhT9dZ4I81mFVc46KN3VWNPHPdyAKOYIFckXXGwpK6i7E9PNp4St+5gkJCDgzQktj6J+EjtgGImLWhrhMWPzTHj7pPOnbRg7HmdN5PttzHWcXiIWC7YXaeTthq2FmGc5vLcbTqCZS66AfJz0fEqSxPUFo+Pzmb5WwnnIfEqFLtCnk5Vo8umjvMXChHnVXraXMYSNtPpC884cMvm0gEXK9QXrF3J+IE0TTA+010/UT4WeoI0mPbKSLJKfHwjvH9nHs2Q4fnmjt0auO4/5zBdeeLRCeDrh1zJSqyS/tJyxhwesbPTlTNtWGhFPCzZPAlu6C1wtku/YqrS2gBHWKzmdWM5fUK7/UBLOKnClzfpO++sH6n4jffU1vo70mIcvqD984PKH33J+9xXt0yuvv/6e26/+mLjvpN7GpLzSb680Ii0malAh2+M0jA0jW47wcKZ/+QXBG/sG26uK7DxlRRsu2vstJpoZW3N6NJ1P3Qne7vr67gPksNEQpSSPpjZkrKM5sKP4d8VZkmeou1h+fUh9WiP0RnQjt8E+iWqS7Ih8752+bbSXF/b5zHpamH7/91h6Y/v4ifLWaN2JrTPHyNMy4z/9KSFm0h//mkTDbxufYqS9fyfZyttN0rrWdL8B9nXILnfi4zvqulE/vkgi9bhgbzeIZ6zfJLnatD7K5ZX48Hvk24X48CRp6OWV+PAsgMTFLqGqubZ50eCsFHleeaVfNvz8KHCkqcC1hye8bzKMPc34d99jc8a2ysF0IiXswwfsy2+I+6akw7bSohpYu13wnAh1eNyVhkXDT0/0j98p4SsGvL3A4zNWKvbFF2r8pvlPb5/9M/jqXgUy1VWs2C7pcIhRaz1oUGIx0FvRdXQ1jV5G0zNkJR4yh1Gs5D0HKwSd302M1F5HnTyaLplEuhodXPXQMZ23MPpnBUJ4cwHZx+S9+2Cza9hrI+kF9+F/MOnvDTp/GAPXOAw6xRIZoQFJoKrb8GIJQUDCaBIPWY7bZ6aLvF0QaNHkkWLD+yJUsdF7Oxgro9k92CHjVML7uALDW5FDTjH2hgMowvgcdcz47oz3dZneRg3+GAyYDpKPDpnK6E6p6mp1bRj+HqEfVJJ7v+Zjeq9EGbGbj/7Mm8CmI1bZTZ/fh2eUtc+MgeM7++jQrfXBsIky+aUPZvu4PoMFocZZ390HgBdCIKREa64kOyI5RyYCxZ3anb02GpUpBYL9VmKS12EYbJKRjbUSD7bMAJVC1foUEBWJudMss++Vvu9EkyyIaJIhmYauc0rkHImPZ8LbK2tpvNw+8VZW1rc3rg8PvJwWTsvMl2Xn+fTAecrMMZJCGj2H7pWj368eexARTN4zcVgR6OZzJx6on4ZQCnHbsK1Sg7GmwIVGC0jm1LukaUkpQscAKwxo77hvGsZqMBFCJDexxJ0oY9c+ADbX+ekEmh9MKzhYMvEAJu1Ym4cps9g/Yq8LtLXWJZmyqIjl0ojRdIYHoyfVP2Ek8Bzm7W2QM8Jvrd3eB3tsGNWaqRdz9Pz8mNePT+dpO3RpISWhgYNSFkyTfXz4inTp4v2gttlIwWkjiac5fsQmHQ9kQItBbkqjmdOXM3cZS3oXkuWM3xfVrBpCS+m4TbrQv+VhYQ4ejDjQ7I5r2uyd1HYZA43GTZ+143HSZDtNYrRECL4TehrOwJVqmbhLqhEokIZ+My/IvU2TUEwsEeExo8haHoh7pZVKK1dqfaPbRJxnLTDk19Co1LrTSyHFmRhntrLTzZkNzg/vSFNmr5VeROdq7rSQsOVECmdOSyJME6VDvb6RbcL6Dg0Wh+fYee+FxzQzuWN2wsOmBy4msAeoF5wzLQRqK7Q8KGUWZJxH0cSp7KKS5UjoorEFq8xp5r/y+3+Z5+cn/to/+I+4xhlfk0wdt5UaF8p+oU8zvhWsOOH0hO8bvVbWy5W3Ty88vn+Gl49Yke9IzDosow3XfYvSYDrUVuhVE+xK4FJgvVZuUyA/PmEYrReyJZatKz9+36nzRJtmTSdNm2m3oMRbNFlU8ouTD1PJAfT5oI311qShrPI0wF2JPL4NIA3attMY+vvemB2W2rApEtOJGKNAyqTEh4CL5ryt1Osr+6eJ+ekB+8mX2IfvsH94wfdtyMSMFDOnaeaLd8/0GPA5sX+80fadT73TYuDge/a666B0xy0RQxR+vl/xXij7iIcrFUtZpoNhUrEdMq3skpDVymxQ602JVDFjdcdYBGulhNcqP5JBN9TBOQ7+EcmMayP2ID0q04neNzWcMWAW9RyGLOp8iHiS47popmoquhelrVsdBdBOSO9l/JkzYW9jKmIjwWds7K5n1w+WzO/wy/smP6pyI6RZ8aGlKJp4PqsRu17wHLDYsTQLxe8VFWKLmGoh4n3H5tPwQaj3GG73BH0dhKEm6ea+a/8+Pens2Mvd9Nu66SzImuYF22F6gIseUotIMgICA+oAZEKVd0vdCb4NMu8oSsKs8yQtUG+SdKWZ+OBw22gWacARhVe3TSyDODx8bgWWr2TGuV/wi97D6yj4alE84k9/rqSuutN9GyxFNRfuCZaFtl5o5pQudlXwjuVMfb1AN5LB9OVXhMeZsm3UEujzpLStGEilkslMcSbOJ0oNlO++Jf7ka3lH4EzbjSec53zl4flLJirMD7htklulE/Z0hrcP9NAETt9eaXGSP0Wc6LeLPv+U8bcXQjLC+YzlBNUJrTJ74r/8T/+zPP7ka/79//D/xTqdlFDXKlwu1OlMebviD+8p1xWrTnj3jT7DvrG+XXj78IHHr7/EPnyP7aIgp6z7FnvWHhuCJE0uieqxV7QQuG7O2nbWOZGe32HB6HWj2YTfBstvK9RFwE5KkWhByQwxapDbVWTFoL0/Dbaj9ybDTdMe5K3Ra5H0IFSBFPOsvb+r4WnbptlPb8TWmByW0rApEc8npZMl+dQcMZDUit9u1NdPrD/MTO+eOP3kp6Sf/Rr+7kXGxi4jyjgtLKfGu6+NngJ+mijfvdAuK699pz8uerb2HT591AOzd0UG5wW84B+/w1Km3m6UnAmXG0wnyXYs0K0S8xhSxJny+so+WEJtOWMPj/RthfhI3AshJ3y9ibWUZ01m6SO9Z9J1urxJ8pQyPDxpTT0+D++1BlOA03kwXBbMd2JIStXxwSC4vtJLpscN3qGzpNyIeyf+9Pfw6+sYDuy4JUJK+PUjnoJka73C5SM+L3A0l7+jr9CN0MWUwlxrP01qdnKmVQ0rWoikNAk7NAGAMc+4d8KY9KoX0LmtAWkRu7RrHYSYJG02NdLuQM4aJhUlXVnMn/0yDumIRQ7vhxADPRxTert7OKYxiKRrmu7DM4Qx3AqHNCAoqCC4mi07WB/DV+MYZt3ZBeN/Wh+JLr0ToyROd8bNkGYfkasiiPQhk+bOTPMBFI1CaDBtBhhkMmU9PFju6UJjOKVG02Vb2Bky8aaT7Ug0ScOL0IYnhAtkkd3A8HA5/gwca0BV+kuMzxDRHjfkRQczWza9lT5YeT5m5GITDaBjXJPj81oIQ6JyNPhDNhmMu5+LBRr6YmIAhgF2uerzgzgwrmdihu5c28beIKQjnjowOcQGtXe8FWqXlCzFwbA5QCbrsvQ7BBVh+PEwasMYJT2Npp6xaSifDqPTA8+yIV0L8uyLKZJOJ07BmaOxX69M606qlTdEhO50tlb5Te+8lc67ZeZpnjhNk0AYG/1t05jCexsAkg0GO+ppDwAL13oDgZJl15CodhqdLRiX4LQUSCFhAVrtdBqpByWfhiOWW8+OD5aHPMO431+7synBqtbhIWuz4YUpBv5Iv4qmhTYulgXDutFABrH1M4OztzZ8jPT53AczDIb58vG0qNeOBglJ5mCAp+j39cFI6a1pYHpI4Y5B99gTfszrx8t5AncT1SOqVx8IfJpUBAagD3+DWsFchrNNdEofD/5vhZJ9flKZhhwoQxGjgbqJ4ud679B8pClrMySNKWWR0SyGkmHoOqRdFyqGOHTHkWBxMNIbuPLKMyiRxCt76KTWlO7iA/kNQqtCToR+IVQUvRwSpV4xHshE6cwIKu4PRk0DYiOFKGlHb3g64bcbvWzU+kYL4KefYuUKQ/vngy5Zk9GaqOJhOdHMKF0GUfMyE+dID04rhVYbtazs3qj7RuidKTl5kunOvlXMRcvK3plpPKSJx3hi9sGOCVkACxWLC/gRv3mmxZmtXnEaFk7aENuuwjBEqDcsnXU7604M4e4u/fCQ+G/8r//HlNMjf/1v/DuktwueJ5oHGkbdV5qJsdRGpPA9/jMtbB8/8vbHSmDZf/0DKXTmxwesd1qpgIwiaRVCw1sne6H7ooI5B1KHUDaub2/4PCsi8fDgsEFRq0WUNgI2QU8CZHoptN7JrvUXOsRo9KCDJMWMtaLIZwbK2ZxaGqWLR9H2SnWo1w03o3THSyE5LN55N2emJePzrIOILmCjOhbyfXP2Wqm3lfWHjxAz+eMb9fUm5ob7cLLWM5byxJISz/PEmjM/bb/m+mGlbsq730fEYLZIi0FTXZxaN20saSa51nRrO3lKw3Rt0/MfJ2aXtOd2u9C2Kzef0DB1EhMs6NrEPKtusSQZRgraR6Iibn1fRxGrfcAdTSCD0fd1mBmv2PQoc+lBURS9t2H5RKv7aCQa1leZNeIw3ofTF2r+vRDCmdZWYkgq3C1LhlI2OD3hZVOi1/z0o7fJP48vD6YEkrgoNnj9hKPIR1KA2w3F1Bn4hG8bsGOn9/h2gXrV3xsJZvRhCIfWMuEJ6yt+OmHrCuf3cP0oc9YB9loXo4A8APc8KpztAnbSzKxcNOGbntSQbUVafDOZmJrhe8Lf3qCvhJSVgtVtNN2Nzk43sRNDmsVW8oBNSbrZMOjoMdNboQXHykiNmBZYN9hvw7/rpgS40wnfb/S2wfuf0d/e6Nc3et2U5Daf4fKqi50j3jd8mQVMphNxv2K20C3Scya2jSkvpCXgVunXK23daPuNNmVaKSRcfimp49koe8GfHggeiCOF7Pz115znmalVsE4LJ0kZepWhbCkwL/i7d/Q8s19e8daxebAuSsHXi9gDl1dsOeMe8e2VNE1ifAbj9JMv+ef+d/8r6vzAf/jv/l+Jnz7hpzOdIHns9VXMBQe/XoZ+/4JvV3x6oHz3LZdlxvfG/iffEg3md88EdO4J7IyDhaRIxU7BpycVuzkRO9i+sX78SJlnLD8RRt0QbYCo+0YbgLsx4Tlq7982uneSC/QIzYkpaO+PAlPMXWwOdxV7rVFLo7Uy9v5C7Z3mF/lIOfi+kdyYvfN8npnmjC9j73dJHMw7YZ5xFFnppdAuV9Zvv8fTxPr9J8rLVVNJ988MDnfSPLFMmadpYssTb6VwvV5opfFaG71vKq5PZ0JH1wyD9QW3QDg/YqXSg1N7IX/1jlh2+PBG2AuWToS6EpMSgPZ9Zc+R1CthEuMmDnmMLyfVZtMCbxd4fKJfL9hplhH964ueHSp2fpII4faGhUh/eRW4c7vAF18LXKXgSWbSZgZffAXrVcayrcL6MiawBtcr7XGCL/6Cfna7kd99SXt7ISxn+r5i6SQQ5e0H+Mkv6Ncrtl6xL7/5091s/4y9LEZSPtEIiqhOmZCSjBhbO0gPmgvVpuhvXD53TUNPDUq6Es1GAAPOMIofk+HRuIccx4RYdYn1wQQPBj0O/7gBNLTPcaQ+mn9nfBhM/QdATPJrsMFWcJNJZlYyZW9dLOMgxkqzMJJa1JDiMtQ8fK/0GrXt/feNRCvrMt48onIHaFB7Vzzr4Q+HBr82+pnD/PWQ3xy+kX0wWRjvJenSYA4PRj13QOezT6WqnjisMnyAvZIx9O4jStpG7zUa3IMtbcMjLxymvhrKKWa6QxdT2waD+DBGNZwYbSTYyVui+ecoXTtAooN95BoqtyHvEctErJswOmJFwYsNJO/MPogVQ0I/vPECh3xDQMc8JWotlKpkuD7A6AhMg8nRXAarRzVy/07h3p3qutuAiEYfqWhm+Y7Im2ywYcLw0unDHy0MZpSN9RCCmM/eyeYsvZPbSAAdEp/28CwD2RDY943SnI+lsdfOU208zpnFZ6YD4PPOYbsgWVocA+Q2HgEn2WFtobVspRO2DkW9zi0aJQfmORJzYm+NssleIGUNE/TcjZd3+dFgAyxSryzT9XFvQXtvq/KEccS2dydEDSLGx4EQ7lI4751aGw3/zDAae011lVPeu4AdE1HDEDs0DN9GDa0bKU3ElA7ujPqEEJRe25vAtwE8MoAuWVDofvXDu/If8/rxIMpBldNHFkPEjgsqIx+zNOLEG0JvAUZKh8dh6mOAGjFDcgu6D1DG1cjEJOAiasOyON1vTjANB8R2E92VNCKUShkKmjz+QsXIHHnu7g0Pwyaya9F1fOjm0SbcNswm+TikI94scATep3iixUpzp7aCeyZuVbHHkxRw1oqkT2UdCObQKJqQTuom89d6ozXD06xpSeiE9CiKXXfR0a47bStEN/q7E7e1EzucloVpUtTaXpy6rbTSqZYodcXcmZbEPBJqOoG033i0yCko7nLpkdkLqQ3TrphVvPWGhVnXKQ2PmwE+WV4w3z7TMsM0ZD/jAHAYMSky96TjPXJtxl/7q38P3wvNjZgTnifq2yttdU2GQ8C98Bm1rDqosuGXT2w/TPS3C7at5HNi+sXP8MtO/PW3WofTBLtQV6LaiDYOea5vEGacQH174Zozzft9Q7WcIbjYJ14J3YhVD36LmdYqtXeyQc5JD07rbG3Fp4xPE9GH2eyI861UyZbMGfbx1Na5Fqd4p9dGzpKqLB6Ip5mwDOnLkKe5BR3sR3RzOAzOlGK0v7zQ3t7o241W2nh2/C6pSjGQ9kIKkSVnns+PfH1VzPRUAz+EwIqKh+j7WOuBXrvQ3toIRGptrPUCjw/M84k5vaOXG47RaiBXPT+X6w/sDmudSPVGjA+4F7oFYtv1bLY+0ilcYGkfU5juAgvDaARMz751NUnujKnvitemqW/diNOMNSHc3ovo6MsT1huxd3rbMc4ywEyJvr8R8pm6rZiv2PSAtV20wzTr4G5DnkaA/e1Hb5N/Hl+hBrqveD6hp2nSEdAL4XqDrAQvs8Ea6pJ0Wlm1zwejj9QZa0L5LTY8LFjdCe2Kxw4+w+lx0D4H/T8vkliFQVcNJhPgMKP4uxPQ8G0kLuVHNdXrRQyWJUPf8KuMUkN3fM702kSe81WTOEasY0j0HtRc9QqrzrQQE7Ei49zJ8e1KIxK2nTg9ygMpZKgXxaRePgmQm7JYUDkp1WZ9w98+0MumLXN+gtuLWFpkvBo9Gm3bqb3Q2UlAD5X+4TsigcmM/PSAmVNroL684r3S8wO1XIgOmUjKM/bNl9Qpw6cfeHx4YDYjTZHZA3NvxG2FWmjnk67f7YotZ7EEckYXKdF7lYlvkSzJLWqI8fisIr1Xnft5ErMrD9CqOdce+Bv//t/Gt51mgbRk2nKiffiedtthvenarfIusfkkWVCO2Hmhf/yBfTnhLxfs+kZ6mJj+qT/ALzfCH/2Jim0b4FqTrNJ9GVPErlShkPAQaR8/cMsTzZ2cEsYFm+RZlpIGKdYiscoksCWZorfuJIM8CRj21vF6w7tA7+ifGzbHaRV6Snhy1T+1UCvcNoEpvTbSJNPtxSJxmQnnkybLKeHI26GHIE+PQ6uelSjV9pXy4QPt5YV+u9JLEbMuavAQyaSUSNtGyol5nnl6fs/XrzdCd1IIfIyP7JNim3m9YLOGT/1SNYksAnF4ubFfXuHnv0d4fiYuZ+y770hdxpttV3BAp1GvN7aHM/H6Qnh4h+0bfcSM+jzBVggPD0DHHs5SbdQuf6qT1nSvRef++Rm/vcIivxvajm1XmVVPM/76gj09yMix74RPn7CHGf/ZL7Gyahp+eYGvvsKevoKU6R9+RXj/NXW9EW4X+GLGLlf9/uf39KdngTBlxWMkfP/tfxFb7p+hl+q6WDc1Or3Rm5gnfXgHKPTSB6DhY5iq/2BjdzXEMLWglkPyKTEJ7WiY4vCUow8Who85bbg3ORYZU5OAe5AHEZKbuPvnGhu0H8mMY2AFpgShoCnzsHeQTCmO1J277EFsA2d4ew3Q5PCXOAABMw0HAkc/JJZAGCzfg4mRLH2OS49GxWkDfbLRpIMPpsXx/w+ZuKs+cob8ZtgJeCmEIA89MWOUcCOPlhFugVJU5EURlfQ5GCF3xsnolSAMfxQbDbjdp/E2PlsYLBHvx4l5SKR+y7yUAAmiS+p4pCsJ7/nMAmBIcmg+pEJtfPcBiNlgrBwZOuYjkcYGqykMpYGaakzATY8RS4qzBb+zQWr3Uae4BrxAqE3vbjorBCZx/04DQVENA8foBwtGSgE8gzWoSmRqwWWWf/h1jDrfpSgRm9wibaTfJIfl9EBPkXw64/Pp7i251sZt79Ra2W9XPtVM84Xm0FImDRZPwEdK07GKjueh4kESJhksd6XhrRusK807W4A1RMIUmeeTgPiqgVJMQcEbMaruglGHaUW03rGcjvGZrk73O1iBQYyHx8wA+cIAWO8ApB7VMPaMSqDTxBIZ4JnUI5ILMs4GutHpxOR3k9p4mNHiuI9zuDtGk19M+JyA5TBYUc4I5gVPn41oo4mR+CNePx5E2YpIVHYgNKYvfoASB+0+KEaICDQhdjZQOXoXjduOKeaY4Awtl1IyZDYpivXYqA594LGwg6YcGhOt2sW7DbNC0YzFcAm0WEmtgU3H4y18JQXID4R9yE98wEN1Fb2uyTyvdSeENmJqjRATKUi7jnfcOrV1YgmkMIk5g4qmQ47kHhV5xpDbbDt1v1H3nZ5P4AG2nTBljEarg21Qd/q8iJqeA1vZCM14fn7H4/MDTqR6VfpIN3ovVO3MxNKY8on0IGCkXje+yBM//8mXotx9cPfG3QABAABJREFUeJXOvg9Kcd8IbcfTrJz2cTp+NkA84b1idb/LZTxGGct6kA9FWrRAm1g+YgHMtLIRpom/81f/JnZdKdcbvVR6LfRuBOt06zIU6+ug01cV5ucFL4MOeb2whMi8PHC5feTtP/uOPM+cvvqS8HbFLiu9Ksni2MRijErXqU3xtZZ5DInthw9st53+cCKeTtjkNG/EeSFNmRYa3QIzRvIdWqM4FIPYnXmSaWv2kZjdN2Lvkow1p5SiGDFDrtYhqDncC60WuotiaElA2BSNPGUh8Ayn8OHe1GsZTKqAR21cjISk3jc6Y9KShqO3d3C515sPM8TaSd14nE789PmJ02nh4bqS3la+rZXVRIUPDq1cZOos/iGhbMQUKM3YrhuBSIidlCcsRDy5/Hua0dKJtTa2WJl3I9lKmk7STGPYSGOy3nFEpSMu8lU4KH1DFqVDTJpPH6lclhYBVQEVCmHCPdEGVd5CuCe+WB+O7fkR71X0/vUm+VWvuFcsaGJhGCmdcN91XVHUs6VZbKjf5Vd5AxJWr5/N1txUEAd5OPn6qrjLHAlxUSJH27XPxgir5DuEhLFjywNeZKBHAHv3Bf52A98FkkeD0rDiWBxrPwHTjO0XuBWwiuVI9wQxYKSR5rFBXGQ4e+1KjJlVm7EPluHTN7SXN+yGDlkmOjdJdfY3enivKXfs2L5j80w8T7TrBRvMBFBSQ337AE+PMMwAfX3D8yxGSTE8inXVA7S3K620UbgGqJsKXACc3jZaXmjJ6M0JrWBAqzp/l6cHTl9/SZ8WyVFeb9qzt51eLwRLRN9JZPKXX1B7pXy/8fTFV/zkn/kLAiS//YF8W5lCVFFVnLA2mHQtvW7Y6VnSCgMeTypg9k1mia3j80TfN927UiSlMkX4mjfYrvR0ol1fsQx/99/59+C6Ui5X/LYpRaiLHu4gg93bJxn6blfYd/yLL0dCWMM/vTA/B6bn91xfv+PtH/wR0+nM8rNvCB8v2NuVvl+HRFES2pjC3RPLmkz/6rSw/+bXrJeV/vxIenygzk7rhXB+UMKdVXoILDmLeVEqheHY0zvzPDMNyjIN/Ka9Pwx9fh2sE8wkW4xR3k11pe0Cz0KKhJQI7uQsXxb7rQGEAkdcbJ/uar7csJwIUedDa9r7m1d8EnhFG2vL64hVbVhppO48nM98/fWXLI9nTi9vpI9vfL9vlJzw5wfYKv3b30iKOk+QE+HyKnZUKZTvPxC+DljbSc8PBEuEWyPePsL1QiOwtkLZd2owkl2x6USYEj1JkhHOI6GoVzWZywP+eoFlEjW+OSHPeNmx9Uq3jN9u2PkBOz1ibUgWthU7PeJxgfVVoPzTAg/PYi9WnS3+ze/hpdAvF3rdZP6MY9sNnxf8dtME96tvCPtl1HVq6MPpYfjK/e6+YggaePkDoVVCXjToaO3of4ZfCPSuGiQNLUOravbDGLZaTHgpkEYTHSKUkdITPtPuVfsPY1Uzsd7u82TT89GP2kCyD7EHBNB70/t0bEQsi6ERbUj/02BwmCQ8zOM9YTA6DpBGn1tqlQb9SHJ0PCqhRObSIzVk+IioArchr9Bwp/WuM637YKB0sfMZmIEDpu9lAySST8jBTAn3zyhZQCVaJLROGEz5OzPXTcEP9DFxRp9opEQCw7r6aCd17QQMjbs66ucgu3V9ngFGjKuk72sMgCuMmu74MvG4CsSkesERi9Nw0vB8EuglFpOYDGOg65LSB0MSbbPBVmnjnh7XSOuKAex0d9q4/zElaquUVulVhqVpgGweFNlOZLBYRnLqaLMPlgI21sOxFrDxZ6yfILNZQzW3t0b5LUuK+0Piqk1jAGrXWnbH51lxvA9npodH4jSJwWKReS+ca6MO/8zanfVypXZ4yM5DNuaUiWkYOZuYnXpShjSqVbHqe9FzdCvEteAOm8E1RuoUmaaFlBKlDrUEyE/ERjKpD5+RAc5pTcrU29PnZ9NtpFcNWKX1scLMCChgInhDVhwaOoeknrnRdXYW2Ry0/pn0YKhWYDBwLKgXjyHIDyUrTVZecjaerXFPXWbAxrFFjCf0YK4x/r9BFpCVyGfT5H/c65+AibIM6lm7v7m3IoOnpovsIY94LyFhDIf+e8FoYGka00nHrYni6X6X41hM9IiSPIbrMW3DchwGtX2wSo4HSZ4UDDmKJDQdMWBGdBLtjnQd1LneB/pquonJC6U3GA79uLGXjdwCtIRNemDcdzXEKRLKDe/Sw7UUiE0b/r3JrSOWqQOt4yFKS9gKlZmWOilNtL7iuY29acaBwka5Xun7MLDrhk+B5NI2NhfVr7iuldnAlFrDYmN6emY6nzEirVVCd07vJmyOhE8X8raSO6TeRP3OC7F3vFdqOlPald6CIottIHYjDspNv1MeRdNAn8KYFCdC20fcXKIWReKZO+vf/wfYXmlvb1pDdXgexEjME63UoVUd9zNP9J6wciXkmTh3nv/5v4jjXP7GJ9plEyX6fOLLL7/myy8iH/7kj3j79J0Mg0McMrOOnxZR828bncAe0LS4V/LjI3OAtjWa32it0vpEzU7LncVMyRime1np9L1QU2BJiWnocd0izQt0KC6qYBy+Ku5Oszh0pIHoThpIfAyBdFoI8zyc47smnSGNzXog80iPWD1g2w6+s5d29wdRZKfcsLvpwGodnESIlTxPnHPGHs+c98LD5YUUPhBf4DetsJrREvRiVORvQ0iiZLfK3J29Fdb1Qnx8L6PFrpjBaT5rGpky/fKR0je2Lr+C0AoWtWZjiDJ01okskyzfhwN0UNGfZrzXEc8mR/9AVBG8nKFch+xvH9T9hlki+Arzg3T+oQ/H736nFR8FDggkDSmDJdp+IUwP1PqGdRPIU3bCAAXvVMjf1dfpWeDeTXHAPgUl6aQFepXkMT7j3LCya7+YnwRub1fYkRlkNaW9LFmJGtsKFJgfoXZsmaRnv7zcJ4j0V4gZS2eGmFrTfYvQJvkWtCp5ZggjKlmTTnLA605ID2IW7TuWJLuw2xVrnZCDDJZZMQK9BciZyqo1swWxSaJhm5hxIS/0vaBZXBCI2QK2XginE+YBrmq+PAd59Z0eJBdqlW7yXlFs85umocRR3EHDqfsK9LvmFxKRhqUsKn0Z5rNvqxKoXJPK4IUcZ9L5EeZMLR2bA/PXJ2xKhO8vxNuV3Cpp60RvpMeHAQAUytMTbb3o+y3yNPDedT4vg1q7vtBJMt3sFZYg4CRM2LYRlhOESL19VBPtxvaf/B2ojfbdd9rj1xtMWY366Sw/qzRrQNKu+PkZt4xfLtj5RJqdp3/5v4qbc/l3f6BfdvZtI53PfPHlV7z/8qd8+kN4ff0BT5MK6yZJsZ8HK+b2xtkSZcr0T99BL6R3z0wBGbK/vbFvG/V8ElukNzF3xt7ffRT7vlNzZM6Zo63xEIaReqCMCViMjKlZV8rbAMJjbySNwogxkB4fsPNJBnhdNZHPk+jqR9qGGT0kTd/XDW4bthft/b0SJtVBPWiPO1INSJnQKul84jRN8PTIads5ffpIjn9C/AG+u13Zp+ELlGVe2NYbnjLp8Qm7bFicKfvK9ukj4auvCftGuO1Ea9jTO7H890ZrF0pplKmTaIRWaPlE6E6MGWqju0kZkSe4XSHLSNfXHR4e4XbF5pN088HoOeO3FyV4ffgNzAusFw2qygbLCXv9gH31U/z1FcIwwtx29Zv7PijzQe3OepVvT0j0X/0K/+Yb/PJCXwvh+ZF+eSUsT6pr599tY9nDWlC+ISb/iy5WbG9F7KiYPk/Be6e5E1yMBrvT7gO1lFHTq6mydoRQAE3AoRrwYURhYfQKDM9DSRV0JocBhhwggECViMlUug2muauGUGKa2A0+WC9+JPWMpvggsgSzMTQN98n2ARwAY2wu0CfE0cAGpf3QNfCpvYt5YDYm8IHQlSzSvX8GTYQs6N3D+B7N79/RuwQKShtSIph5H2DI0c6Hz6btPrxC8AHqNPDB1EefUZfw8EBhDHf7MGs9+jWALgYfY2A3EB9vajKP33WXYhA40nPoI5gDG6zqPgYv8q9R3Tb2nGEH0GoZnwdJM5zP6+qQDoUBuvfBXkFD9u59lHhdHp3mw9Q1UmplX3dJSQbw4e1Ib/osB7t7igwGiXPU0ccSs8EaQr/X1IuFrmGtmQBvSYJ1duNBbIomwMYQsO4hsqdMobOlRDqdZH6fp2FgbJLqdyUBFXfWvbBeV94+vVKWDA8nApEYddYc99WHfcABkPmIGbZSCZcN2yu1VW7RuZqYMyHpGW1DajXFQA6RNNawH701w++EgHklkiWtQWyXXsdaGc+f2SjbQrh7qSjRJ47rc8hQ27CwELvxAL+8yuw9ZzG5YgwaPiM7BT2jgWCRgBPsiKDW2rRRv3TCsUUMoM40YA5i14WU7/Hs977r/hz8o18/HkShcdfRmKnJGQ2bj0zsY1NSOHcC+me08tgY/aDkjXzmFEXnch/6+CjzTBcZTfIgE+2/tIM7KJf7JqmQhoJVE08LmjDH40IwpjsMlFRuzKREb1V0UgtYzqQ6fCqsqhltNxqLgJ/elAOfFyI7vTghPlH9IzU94O2Cr5k5ZUKeMcowYBK9WJu200uljcisbAvmRitd12w0lr13+u4CaMywkIcBU2B+mLFk7I6oYk2bV28r1V/AZlLLLEskTZkeE9w2TtbhUtjXHzihIi6Me4k3QtlUeDIOOBvRjUQ8xjHVGkyaumuh9YKTgBXzgsUzoUuLFtIw6w1O6it2DXj7ltabNsuQoReMGTNJqHCkma5tbGozDGaQocnsxz/8nv7yIjp+l5lu88gv/oU/4C/91/9r/I1/+9/m9tdeFIPYXQWVRZiyjLRiZKqFB2bRtM05B3hcJjxG6r6zlcpO4FYqfZpoKTJjmhgeCDZOK5XNoVmnT4l8FL3NqWbUIB2kR7FCnIjFTOqVmAYCO8/agOJvHfJI296jyy3bjwN20Bv3TQdYTISuaMw0abLZrMvkDBMDp2vyY10GtSlGTmbkfSMvM3FaSOk3hO9+4NduXIA4TUQvVBejI1gnT5N0wuuV1hNl25QWkiKmRHnSfGZur9Q80+oL2x5ZstFaIXTFaSsDPo1DO4iZNq6p5D3yW1BTNnLpm4wMQ1rEdrOsZzpr7wh9+KPEWZIeulJX8KGpdnrdhEZHsPBI36/jIGyDDdfl3t0bsQfJ5/qudTRkhb+zr7qBJzmymabqxFlMs5QIDbxeMSZIDU6LJB+3Iv8MOl4qwQYrMZ30vgvYOsPWYXsd5ptyu7daRxS2Q37A94blLCnP/ChAZIr4XuRBEgIeJnophPNJz8cmU7reVcAdDWlgFpCiISVxOsHeZIxbb5Ae8dsneojY8gW1rIRyJczPJFNTFob5q/DxIkB2mmBeCNsNluEpEhP+MNPLTts2Wkh4gNBNEZn3Ar1BGzryMe0KRCKVCEQq2TIhBtrWRqOMWAJvL0NJryYi0onPmXZe6N/fmJNh10r5+38yQIFA6ON69IJdX7FpwoMkIy3k4TEQYc4CwjzipYqlNp3EUPQmtlGDcFoIdSXNC2HKtBDxOJPWK9acHn59Tx4i6yy3nAQI5IytN/z5KzXGaVbSz3pVITQAjE//4Nf07z9o8NJ3Wc6Q+Nl//5/jn/pv/4v8zX/z3+T6V/5dAXS9j/0kwDyPvf+JthfO00JL+o7naDycZjV528peC/saWfdCPy20lJhCJKdAHkMZvNP2xt6dFiN9nkjBxDhp0vg3U2MVUx5+cAlLmVg7MSdCzve9nxi4Ry6iaa+14bPjfqc+e6/4NnyykqjHMWXilLA80b3QmwwuyRlvm6bfIWIJ0nzihJPXlXw+EZeFmP8h9odvfO+JNTn+xTPh5YLtmsTHUklzUjJXuVG2QH27kd4/4yfHmq5HjJHpu19ReqbtShZs+UTLK9Hkk+bbBZ8e5FsTEuG2jXQgSSlZZthv2L5hsybj7eUTdjph5yd5osxnbBIbwgmE/arSMp8ItWBlx683PHTog/H89knnQ4jYNz+jfxgSnRhgSPw6ph5h3wkh0ber6sic/9S22T+LL28u/7xJNUzIYRgvGikv9LZJzu82kr8AEzBijp5fHK9iGnsfwJ+1+7kqixSHYQdgDKmPHQwPDdXcus7zkdJxH96ZavgwZEXuTa6SPlgEo/HzLgZXiDYYH2HUujKEHTCA/gy5h/77Z/6BHUxZGykj/bhQPibxfpcESWbDYGs0ARcMcGA81wOC/ezrcf9/4JC3HKDG5xjeA+gYQci/xdiFzwabmKqqe7KRDYaAKyjhcJdhsE3CHTSywWLR5w4mY1sBKaNnGA0y2EhfGmCvj3sZTH45h2SIqNr/aGK7ekiGBMN6PfgNo11UP6Q5dFDjzWAz9MMLxzgSL8O4PgKTVGfEmFlSp24be+tstWto3A/Jkt3BJPmuoHCQ3gfTNOIcSU+6N2JBhJHAqe/XxzqNMbHkjntlRyM7szFEZfw9jBgNz5luTt2NvXf5nbWAp0hEsjZSIlog9IzVgjdoUcDxvnUuQWdS7PIoymkMuQdTSylJLo+fVglrIZZC784WjLfQWWNgClBQX9e9MUeTn+GUR0/ouk4HKHcwOCxSXf46wUx14OGPc6xtlzWD1rbYXIxh8JGE5SFSm4IgWiuUuis9yQXg9JFslWKShCmIPiQvFoGNDMlROIDEw0vHAlAHkPJbEqJBwhCgmo7NTiSOsc4/81T+0a8fH3EchvkPaSTMQPegi9qlV/cRk2oWCWkUMWEk8wzUT5vSoAI2FTtEtJO2wqGtCTmreA8HD5sBhnQ4Nq4xoR/82M/uu1S8K7XDkba7eyNYutMIg4ta7lOH0giEkcAjpoC5U5m0WbYNXOY1NmREyYIeAgys0DzqUMeYBsNCuj4VVmIINHpTdFRfb8TJwKaRwPJMHMwYCLQt0tuKJQg5kueZJWdyjvcCQr4NjvdC6R1nIfTC8riQHp6Ewr6+kkpnmYwpdEVDDlqf+053GwZ/Y9NjJB55gCOC7kAQbejSBlKrzXdsxvkdsd3I8ST/z6apaw5OiidiK3jbqXVHcqcdNxWRoY17N1yY6Zt+Z7lqxUeEbPeZ9bvvCWXXH9cG16Nx+fodv3l44vLhDUodshpNbklx6GQDsRdyayxAnRdaijyez7x/eiKkQLutXK87r9vO1iTVWlOiAdkz0ykxxShGEOClsHfHbRGVzqS17a3SWsNsGkwhofRxWZhMkaAhieYcGHFdiLI3QO/xrFch854Ig6Zugc/azShJkC0zLBN93ZQo0bsiBlu/b6rHQR0xoc8xEaIJQLtt2Osbv8K4hkSPlX27YfFMmmb5ALhT00QpN9a9EhKc4jIObIGbacrMFfb9SqGx7RdiekdoRYwqIp2A+a4trTH8j7Jo3m2YyKWHgSIXLGUBtC66vC+LaMHumO+jCqtYnPG2isgbM73cpA0N4K1AOsn8c5hfE5J8INKE11Xsljxrr1geFAFebqTw+GO3yT+fLz801ZJL0hqeJmgr9JluDaxj0bHq9BUVsExw6zAZ1rXyiE2Le98lD0mGzYtYTwistdMDvH1UsZ5m7QUxCBC0CFvFSldSR1s/e2C5S0KDfHjCumPvHsV6OD9Id5cytl/FmHtK+BUsy8i7jyQ1asHjLCPA6wsqcsF5xToyFS3aN6VBdwgTLU3Y9YbHLG+L6rBX7OGB3lba8J6ivqhYbheciZDPmN/GsNPwveGDkJ2ARCDRicFhOWmC97Li2fCy3g3fU69Mpyfy8oDPZ/Y/+RNCSMzniYlOXAuJpvO3KzK3Z6NPk54HG2fKqPx7KaK/pizQuxSIZ8W+o6LFWsCeHgm3G/nxQROxVuhvF1KIpOlE2C70faGtq77/9Q3mk85dM2zd8ThpL19vMqC8vUquN5+gFXo/sf7Jr8WA2G+SKJrha+D6zZd8Nz9y/e6jNNPDOM7mExaykgBDJNadXCozTlseaNk4Pzzy7ot3hJholwu3y8rrbWUrTmuNLU9KSVoWpsfMlCJpTFX7vquRQj7HFuLY+8vwp4r4tmuaGox0OtNxgeI5ycjUAj0kOuG+9x/jO69j77dEGMCDWReAgnT9xICdT9hpol8btWmqd8iAGH+OpIuIYfOJmJuiPfcNrhvh+w/8pjvr+UEMjssrIZ8J50dCgvTykeozdXuhfLwSciA8nrEOoYv9m8KJue9UVvY4sZeN+Pgl7QA2RyhBuBUxi5tjtcLpDBed9TZn7KuvNXW+XLHHZwHnV7UlfPElfb3ocNwvg1K+EZ6e4e1FhuOPZ3j7QYOvl4vW9OMT9v5LgX7zCaYz/fqKvXumXz9hacaenun7Ffvya/z1Bd5eiO+/+tPda/+MvUoHs0TPYs+qjhpGnK0KEElJAEJv+DjHzSASdTYDMQ6T0pABDVmPoAmwkbY5mBlD4ndEB2O/5blw0PlHEoAfw9E7e0M/f0yRbTBPVA4OBgVOSkl+KnfJzABLTEmIUqQE9fIHU2Sk7uDDaNaGZKgfchNGYyZ2fTWxIhhfAwvDd6UPqOboo+wOdnxmPRwN3OhxmgCH4bJyl/d0oPoBGseRFIquxXiLkQaNjG5Huum47m4DGhiMFDHu2gB6uPdsB3gSMIGLfp+Jq+/pYnZ0k4RDIJfdQaHej/s4zunRZ7VeBgNIAM4BVMThRxl8gC0eIYzebEhvDgPYI16ZY5XYkShjhJxoc6IVMRdtpMqcEMA3Dt07UFLbUCm4g1ft1cZdaq77oSOyoZ4p2Fi/SX4rPYDvO6U2Nfua442Vp+sRTxNznvDXK+ulyPoiCSxoiKmRswbnAv4S+SyPw9ArL7eNK5CioriXPGFWSQiwcJwejN4Noyvxbq+wN4o5b63xag08yaajDYCrOTkmcs4CcBiAVzikMtzBRZn6BmJTLxyi2CAxBGIQEFcMPQ85D2DC7s9nGyCmt0orjb03qgtQCtYI3TGvOv9CJJmRw1gbfviM6vmwWrAQ6Wb3SO0+ZHRHTHrUQuS+VBxJY11y2T4etRgi8dhLfsTrx4MoyDpMMcamTbCK4pWSHvrQB6fIG1TD81hqretX+Rj99Q5p0KowSV2s371NVEMMzWRXk+Td1WCN5A4YFH1nsFlMT/TBSPGi6U9IqNGH7uU+8YnD/8GbXN7dItRAbDc87LSun229SguZE6GJbmQ5izrondzPtF7uxjdSYskvQjqrxpE05B5o5rTtSkzj6fIj3q8QbENa0kKPO5YjMXRSPDPFRk6m3G53NYUWlIkVEo0EdWVe3rEsimgsTV4uD1NiKoW0X5jSTOw7kg0dB0nRAzfc0nut9JRx6jCWrdK+jdhqZ8U9QpDxVbBErIUcKtl3zGZ6CKQYmNPCOU/U6xv7fqX3HeIj+A33iY4YGgGTf0JZ727gAsxUuMusz7F6I7q8AmKewFRs/sP/x1/nh//gPyN+fyXGLFZHKVAKIQVNu3MmEWjRyMBiTsmZPCXOT08yBzydWJ4q6eXC7eWN2gq1mtzQQ6DaTsmJjJNjILVCbFBWHTQhJVJOogHWKqR0nkaVrfsXelIBaQpr671QOuwt3KmOyWxIehgH15DRjagyFdcoXrCB76Ittl0xqoc+9LAjizERWyG6WFDWD2rjhD2+I/wMYo7w8cqfMIyr4kJ3Rb11EURJwVjyQmmd2+WGpYVz0kYt/5Qb05yY60x7vbKFiXT7QFzeQ2+k+YyRx/PX9SUOKuxg8ggHVfSrpST9b5pUGjSBhnhRg4Q22L7f8CBDtTCfISYxDBAQFRbofSRqrBsxnzWpbWVoKNu4rjom2npVQx8Dra0/dpv8c/kSrusyf46G5+leMNoUZJhXM952ugVC6dqTw65r3yW5sTDM51zNOfODzpN1E63aTNG/tisyuO7ABNY0EaoVlkfoK9gwGXv3Dl5vkkDECvNCX98IaYLHE5BgSrCOhKDW5LsxTNYsQmeCRTI0d1GPPS34dtWBHmaZE1snnM+ksiMpTxuAQqY3p11WbIGYH/C9imWVF9rHH/DHB3yKMkPFJSXoKrIor0CnLyfadhs7og7nSCbRyCTCaYbtBpbgNMHr93iacb9iXkm2kE8T4WFm72LunJYT07oRb6+kZSL0XYClC8zqa6XngD3O0Bv97QV/eKS3XUbM7iNJq9PThK9XnbM5EQKEaSaWK3nqYhzOT9RuxKfMnE+clhP1JbG/fqJf3uD5a4FHdfht9UCYJyUYra8I9TTFjbei5J9WRQ9+fZWsqlXiJHlxL5U/+r/9FT78jb9H/P6NGGc8ugDZ/aZ1ta0yVw+JFCOTQ7NGSSfyMnF+/4WSAx4emPed+OEjt48vtFJpXug0Sgj06406TbJTi4HUdmKHut7o3QlTVuKHmeKsN8fmWdfbTPHFbVLCkQWxlMpGrYF9xHP6MLD1NvTjmGTBo5HyGGWEnwSs9Ahl2yml0Ldd3gu9j0mpAzLIj/tGREa1scloz+YzfPEV9gdGnDL+6+/4thvt8ZnwcpWM9umBniawqBTDkNhbZfv2Azw8cpoSXFfCeYYPvyafn8hvjVpXyjWT7INSfm5vcH4n2dH5TGgNliS/IkOytzSpcL286Xk/nbDLm1KfAPYbvt1kRPzwCJxUOH//GxnNblfC1z8RKFN/IsZSlam6eC1O//V/RvzJ79HXN/z2isegBhXDd4CAvX6UGfE00W8vf7qb7Z+xVy0b0Ek9klKUfGUwE2ya6XWnlxHrawEfrCSBEGKGczA/UhheawJrbXg4HI2s0kwaYewBwQwLQ7qfwm8xLEZ3c4Q+dB8sQwC/T8OPTsmDyYckMAwopyEhGX4L4/28G9UPxCMQj14axLSp8iFhfAYb0/neVOeLveJj+n0wWAa72EczCwKJxu/Qhx6y/zszRN8D7DMLBAUQCFuxuyQBP1w87PM7HOjJAY7YuFZmgFIf/QCaBltBcvNEdUOmnQPQ9RGTO2QPjCE5R4+GPDI9BDHgfNSWYXxG9zuQACOtSDdP98aHRLRI8n14n/R+eEjKg+M/RwYe73kAEgI1hofefTVxB4hiTOTFKWvhthddn8WYLCsKl1H7ueAHG4ajYp0MJiS61wezyRjN8xiUHz6SMSZy61jKJNd6uoPrveEuPsTqxloAj8TUCckgRqp3rB1wUBzrOkneZEpVTfOErTeu640yABwxMmYiYDESUtSg2rsCYS4r4abzYU3GNTs9KJGn0yjN8NrINkxiDDzGzytzfG6Zyh5SrnFmtSZAyh3iAJRGAoxR8XgQL0wx4+4q84dprwPVBHi0fUf45WCDmUCh5J0QJXUKKQ0SgFaA45jlu9G1DybYaPoH4/Zgo2hLsmOPMicM4ob76Kvo9/f+Ma9/AjmPJi2HPs68E4JjrgVCyprkdRv7mmOlqAlKiSN544gixdugvjlQsZZgTJzHkzIkQUI+9bB3TcQORBhdhKMhdaImDTEOJFSbsdMkqSANHVbHvBDSIs3tADv8MEiyM+YbFaiHfqrc8LRAHAyH4fCc44SRtABoI7VH72951kNWq7Kz3alNVsCh7lg402PGvWBULJxovVH7lbbuxByIpwdShGl5FOKfZ7BI71c1kd6p2xveCinPLBnyFGVQeC0soXGKxtKM2dX8h7wIjCqjgXW5JlNFYbOgQo2UoW2f78WB2sdHPVgWiG0lWiZRmdKZGCaqC0WMVpmfTkxfv6f+UaX/cIE4qwlmEmUwBNyN3pVOgVdgAl+V3z09Akb3QihqrEOKxCljk24xtVG+/Y46nTj/pd9j+o8L9dMnbraJqtUci0bMGUxJIb5f6HJDw93I80yuOtjTfCLkzPnhTLvdWC839r0P09pAK4WeE3sLpO7MIZBqUfPTK7UG7vLWKr368FzH3QkWaXWFlAi9UWtjq42QugztcpYtV28CD0Pk7pruSpkiJE3Bx3sq9pGxUYxjypWDTuu6H6USvGJpkszJnWyGPT0Q5kicZzx9T/3+W2pv7DEKAHSnuKQceZnle9E+sZfAen0jLielQPVKmJ5IbWOenyjV2fZCSTOTF8zkTdFjlvZ/+BN5O55XgURuwxG8o2YoTpL3EDTlbx0boKwNhlFIE71VxeJagF7u3kZhmvFtw/qm+U8wrcFexXRrVdTuvOB1lYyjdSxP0gT79k+yTf65e5mZongrWEUHD3VQ6Ds2PdDiDnUR66f4SFtbxD6qDTs/wLZiz+8FaJCHFOQGYYLn99jlFbeClappsUv2RSvQL7A8EZYMS6RvozCvTaaUW8N903nzdoM942dXMz4/KK59nDf29op9/bV8J5azzMW3G0xKGGr7Rf5GQadqa1csDSD/smKhEoMrljcEue/TaQAbUC6Ex/dwKvRSCfMi2c+2K2kFBBDPZ2yvGk7ERYlsoxBM9z+FFM+EZcIezzCf6R+/x5bBbLy+Ao2EkUIjzolWbtRLJy+Z5ZSZKeQeyCkS7aTioVVsyQINQxxmvEmRxusVlic9H22H6SRGoldYFgBCWkjrhZgTySGnRJhPtFKxXonemL75CflnX1H/0x3/4Vs4PQr8DxPeKp7PuFf65RWW84hUfoDrBdYVvv7pfYLq+4p3JcnEPAl3RUBz+ZNvqadHzn/595nXG/Xbb7m6/M0YBa3lmWSOPz7jb59ocZhwdyctC7kUnWenM2GaOD8/0643tpdX9nWl743uG23b6NNESYnkSndLpUiPfavUbZMPCkCp8rkakzFGOoRvV8hGaI1WGmtbsaoh0nFWeB86+iCPnmNvpDWYs/TrQG+uWGpnxKnKP8V7EwOjjbN4r5rq5TyaShXFy7snwpSIywzzif73/x51vdJOM/ii9b9WmM+EKTHfVvzygT1G9t/8hvj8jmla8NuF8Iu/SPr0xjxlamls+xs1G+kBwvxA8EqPC7bt9NoI7BpemRoe9l2sp9MJq52+rnB+HKb7E/30CHsh5EVrJWeMiD29o+837P1X9+vrVUV9eHiAtzfY3pSCOOuz2u2Kn9/BreDzhD0845cXfDmJQfr0hfaS9dOfyh77Z/VldSePpJOUApYSrYut0P1gdR8QwBhXHpKPfngCqq5hACuHxLa5uNt+sCZ6HdKK0cAMBpWk9aOliQIviGJdyANDCZi4GC4V8FLlHdU7d/+P0dAeRrRtb4fKk8Nk0hQJA3Tc4vDv92HsL4FHDIrKFcABRhOnZPy7WDFqGv3457gs45dwGF4yZAbH3+f+v8PoFT7HwSKJXT+wg4OtYsd/BUUA22+910BRDoDJDDsABzukPgxzW7F9+8H4PYCv8dGELw1gw+zelLoLzCYOSRDcI6q9a48au7j+Ln0ACoP93qp6jqba1UOAfkhGdH1rGyqG7sOzRjJreV22AZgcyTDqU1trI9whkkIhR+e2rdzaJCAIY8lZa3LImzTgMA2J7fCjcfAoFuEAptT8H5YVfvAcCMGIWT2jh4AXJeTchwNuYGrqGabpaZnxNFGa06gEC0wpqPdsldac0tRDMhKkuhutFrbbKpLBg7wV8xh4BsQMsQ7sO2lvUDslGbfo7L0Qo4bmLWiImHExQFypWmKw9ztTKA2WfTwYJN6gd0mUB7DXq1KnYkTRyBaw1vFhfntAfQ2pGVrTgLq1qusYEmkYMsffMptWMAcCVqLOrwPvtBDotQ5z4KNHEqPoiJvuDnWsP/NjYXZCDKRo9+9mZurL3H8Li/hHv348iJImAQND3YQHet0HM2esqmZ0a3fEzk0mmRjSVhlDfzQ8UMYmaCFxuNIzHHkPqtDQmGijDWE0/Ycuq2kqdyT/eLsj1tpkqmjCDFDniCGzAJ7uUWH4yJ0+Lfg049crPeiwjzYAEpsILiQuJET/DLseuiYdbetDRhEzJUCommCH0TR2F5OCdsXmd4QxKbd9A99VSBNo3cQQSE7qlTkmQjLMqlj1aR6En4Knhdo/EeLMKZ+YHk7EFCl7xVInbY1Y9IBEuh6QPppWdtyTzCJ7hzjhbRXYhYx3PE3jMBQ7BZc5nHklxUhKMqSNMY7khga9EPOCdaO93Fgvlf36Sg8uEGV/oadZxsRd6TkWJjW2I3MckuQXB+NoOonyPw3ZR1xGs9akILx8YvujRi0/4Z//l/+7XP/hH/L/+Vt/nVo3et+JKQwqnxOKE/NC8k7zKq8C7yzzhBWxR+Y8iZ42T5xOC2XbRqKQs7fGvld2OgWjRhlLZTNi6wQqMSbcq7az3shVWmAGEm/mhN6ZumO3Qtt29pyZns70FO9eKv1ww65DB5qGzMo7vfaxIQPWxnPCnT/oQUaVfhhpeZBxqpmMPFNUtJqZEPmvZzwlGVn98Erxjc0QZbXthDQRzJnjRLBn2uUj2+1FLt4pyYAxGqEbOYmF1NvO3hq5GbATbSLUm1IVQpCuETULHmxI34CqaFWPwysnhEETFjOFWQldXncszdqf2LXP1E2TpgH0eW+SiLmNRuwsiniW8XXfNyw9yaRwTGzcK6EHMac+j4d+J1+WT7C9aa9NDOnVRUwpG4VBjWqQexUbJc2Yj4i4+aT19vQkUMTAzfHk8jcYCSdsFywteFl18E5tpI00Qj7BdJLnSTatjzzTkxJmDlmP5IcJDzdifA/W8K1A2XQbT4siiOvOkfBgORCev8DLM/7hBY+PSqZJEWoXKy9mgRaxE0/vsLIR6k5vVYzKYVzcH75UWsr2htPv4J7vHbu9jTU5wflJdPT9B9FvDbqnUQC1IbsbStccJG19HUzOUun9DX/6Ev/uWwKQpwfy0zP2OFGrwxyIdSe+rSRvpL4TimtiXyu+b2KkVZnScXqSz0we0dFN3jPuUQ15CHhe8G0nsBMJpPOZ2CsRJbn0WqHuxPmENad994ntdae8fKLHkwCSTx/o55l+2WTyuyzw5ZOex/msYtoC9s0vBJzWG5zfS243D0+k5YHeGqF3FVNvH9n+7t+h/vyn/LP/yv+I69/5T/mP/+r/k9rbSAMJw+RRSRnh9ECq2vPbtmvvPy2w7dA78zTpPDstnM4n9tuK74VemvTa207ZbuwhUmMgRjFcYm+EWjUF9D6Yro1Ud8KREAeanLZG7k5Zd9p1ZZ8npndPYnumhMekqZ0FMbCShkwy0W9aA2Ewf2sdz+EAXcwhSifvMeq+5KRzIkQZ4KYEKap4BOI8w5SoZafwKypvMtcFuF3gnYzDQ3pkDk5/e6XsV/bTibBMpHnWkOe1aehToFmi7TJFtLITl5n+9gLzA2kGwpO8iFLUucZY8NerorLPZz2fpzN9u0GaRdt+esavb7C+wfSAnc+E9aq1fXnlnqpBwLeov+sG6wv2/j2sO3Z6JORAu73B489ory8CEuezDKKzQz0Edb+7r5DSkNoMj7LeiQPcUCjkWCNdvm7dXJ5n3RXzy/ARAZ2rx5DHOWxFx/6nZql3xrpHch8kl7TDqNU1YAmHNGSw2TVkGolZvRHGdD4YdI8jVUYDs2O+Km+UUTP5kJMcGIo5NAGrYTRwGhzb50HcMD8lhuEX6PcJvgZgkvOEwVo5IpjtYKUM+Xo4GDWjidNA/TDmVGJMDwzZEBxMAPC7j4mhBvJI31HR4nfJS0c+KM5gkFjkyBHSPZDjiI+eq+P31KADjpEHo4t1MGRVGqhIOuIEWh0MaGujLgSqjLb70SjbZwaNmYDl3rrsMjhAl8bhCeXBxMDrTfIouuSyrVK7amUZ3IIjDw1H3mK9u1iMMZJiIobCvl65RYhmg/Ggf2IHbKXE0FF46jS2EYDCcX9GT2k2ABj501gIxD4Y+97xlMa9G4DMIUPqCKwNQamkgxVFV23Um7NbU/PvjbJXPDUcZ3XoMXKOUQasl1c+eSON5LaTKREWl1wyloLtjYazBudinZomLAUakbgVpimRo5Ju9GQNCdsdlOjU3kjDj+h4DhgMrT4MY8WtF6DV42DCD6meGeBiI7WqFKU2nu+jB5fYPwxJTlAPNvAEi1E1fAM/vJC6BvsKqHCl+hzMTXyk2unveFGcdQxGitxTusIAttw/y+Tkxxp/1B754+U8A9FxL0i7vt3Pc1mjyH8k+HFxtQYV6zWoYNH5z8l6TM2yjw3Fex0mmH2ALQddr2t6XjfchjeCcn/xouJVO+zI7G5tIB0RTNIGQOjz2JyOKCgfG1WxiLWmOFlT/KwUi9pMar9CTwTOYIqbtJiJoWL5zF5uRCs0lMsdixDm0JvwoZRklgjk0xcwiqTaG32vxHmhtZ26FVoPBC8YiTid5d4fR2xrSJqu+aBG+kawR+YIpzmRslE69OvKVBuLw+Qbk0Gaznc/GyyNWDpdY28dryseJrybkNIYsXbD03nQ3A3vOziknIgMU1CvuqpNCT3BVZynGHn68guqNa6XT/Sw4PWmddTBXZ4HAoMi1newB/AdCwkZEWnd0XfR1gjghtVNDKIBkrHvNF7Z/T3f/Ov/CsuvPvDH//u/w4ePuxhEdngqZCGZYSF2J9aVvu5cP70wv3vH1DuhKYKtY4RpIadMzhMBMTf64ZL9duXaG2tPbK1RwgAjeidWUf2D6X7Mcydn+fSEcRjlJFlRmpKYNllUMprTXBGQAUl2ohl9HCSEMVmpwzE7S2rkXTS5EIPQ12CDrWLU3mmDDdV61QY0ctPdnRQnDYvOC/X9M9vlwtYzHwjs9SaPERNIlvJCyo15ecT3xn4rWAzMMTNZxeJEio28LOy+U+qNbcuEDMlkWuXBh0yvyZPE+90omjKMna1LSnBMaoae2mb900PA4mkArkZMQ47WuwxIR5EiwMrpvmGMCXQrAgfqJipgH0ldMeLtJpZX2TW5Sb/bCQ2hXpT60TewrMl3Cmpw0zD5ZdMBNGcohpeh+F4SYb0qBm8V4OzprGZuc0iGT4uYB+mktT09YbXo3Cg3mJ/w9YOe/V7pyxPMz/hNjU8Phi1nxa/vKzw+YG2WHKSvkg7kpDXXq/7ZBgsvA270yw63HdtUgLsNmc4c6fsrtd6QtKgT/EI4PxJLATtRt1ecpCK1rrCrqAz1htsO+QFrr5oULmcsymjWjzja5UyvjVou9NG23UGU5QmbJ6x2bHmAtajoLDu9vWEeyZaZzjPxOVJipn34gRQCE5FcCtkgvnsW+GhBPlEPT3gt+BTEPFlvAjQAK6uiZ+sNpgc89CGPXLHeiMsDkUKImjZ3S/I36Yr5tXUlp5mHn/+UZs71h9/Q5wWuL3hO2vvNsHkWMydk2Ffs+QvYr1jSuan0NhMbMkad6WGsoVbw6URAEtB26ZT2JT/71/+nnL77gV//rb/Jh0/f4eeTaou6wzRJkjWJzRLXK+22cf3hI/NXX5IPxl5Q42LzpOjESYbV2Yy+bayvVy6vF65tZ8sTWyyUoOSmNApXyXGgYszzRMqus3FEdFqWEXmeZ6XnTYEQZFTZahkTdvDW6SPZgzjun4UhPzR80t5/FKmK+xSdWpGXJrPxlDQEaOW3Ui/U3MVpJgbD942fffMl+6eP7M352J36+gmez3iK+L5hD2fifmGeTsBE+3hlnycNzGohPb8jNie3RFnf2PxG/fAD4f174r4TU5ZPQp5kKrycxXrtDcsBbptAlVbg8ioGnKFo897g6Uln4DxDOOH7poCDkyR0vq5w+aS1klVD+G3FtzfIZ+3/b99h776WLGha8HWVrGee6a8v8hfbVkkSHt/9F7Dj/tl5hYO5MQZrIU4QhywlOqUWammADNpDcnrbCSgd687CigpJCEEDIR9qEoMBDBxNjDPyocCVLnjIbcyH/MX7sNBWb0BggBZoTyeINYfWObuaz+7ym5VHQhwsEbFcQmxjwh7uXgpmgRTGxHwAINklC/LP9A3o43v48I/wdo9UFWMnSGLtjnkbzfsAbYZf5HDCu0uwGY3oMW7XFei/pdQZmgs6PuAofMhw4pjII/Pbw8/EXSCE2COVw7D2iPBth4yhtZGgNMb2rj1L7glOG6kmdqTgHO/T+53dZ8jfg5TpvSk61w/JRB8gGGMA0cVi8SO56PDEEYPJMTHPgs6NYygY4gDHRhIMMajfNKd1ZFZ6NO19MEWFg7DfNm4WSSmTUiI6SmSKDBBgIDruw6M43FlFB0UmMKJzhxQ9MphId2+QLBWCQ8MFQIx1WN2pLn+sEMNgxjQYQEtxp27buBedvTZ2N5Gc9p1skXSWX2jdC/teeXt5JTx1KkrXmRqkWyFcCr13tui8WufGMIOtAfedME9qlVMUU9zG2YDWKX6Y1AaaN0mI2mAEDbmNBsSfZTPKtNOwvg9WVzf1K70LgDrA1zQAtRTHUNX0fmKCqE84JEXg4/2HL6cz7uvwSBvmtvI3CYNdJbAzDXwxpEg01VjEw6fV7/cbt2G8/ONePx5EmYZBZl4EgozFKgmIWAtEeVzYwVsbyLP3qsbVJkAFKpgaHWwsoAHvhTRgYl1gDuoY3Jsot0MDNh4yHxqsXsdD4uPfC/SIWcLoRIvDSFU3oR9GhQSwegeKSJHQGikJTWxFm1rHqVSSD2dh7+rTciDZRK9Ga9JDV0dFxTTpBo/kouQznYneVrpHUeNiIs6PlO0io9Eu46GUZ6Yw5ChZlDGZZop+Vs0otwvmOznNTKcz1Zx6vZEaLH1j6c6UZ/JA06HgTUgomOQdFqU3OyZfrsgnc6eT7gvepwlrRswj4aiJ5dDJehBaI1rEQmaZMl98/TPC1+/5+OEDvW+f6YAx0fcd8jImDJJo6HcX6DsxnhSBZxWLD3qIbMiMbDxAIWDR8K3h+45HKD98Yv2jV37yL/23+G/+9/5V/vr//f/Cp+uL7l8NePDBSOmYOzFo+vb28YU5ZvJ8SGk6KWUZ7qbMhKicS0qkeaaeZh4fTrxdLryuO6+ts7VGG5F5oTc9wCRK3yitsKQsIyh3bTZThmTkPA9fHq29HuRJ6aUMqupn1exAMu7THTPH912JT96JKRIsK9bMZcTVLVAxSu/stdPNiJOeRett3P+I98rSjS8fHqhff0H5zffkvfCSJ261stVd964ViJE8krW220q5dMKDkYImV5YnsjtpTeSY2dtKjlnUP4sC4/ppAClKr/BWRMkLWYfRIWGyKIDl2NVCVgNv2vR9uH9bSuA3jExIszZbE5PJYyDGJ3pcZB6YFwimYinMhLJLWhgy9FXNY91VsB+02d/Rlz1/Sbi84vOD1l4EgtaRxwQDdOo22CgGngwq9HXDrRPiO3yZcBYVw7dPY7+fYauSCp0zXjYsAcWxVPGUMev46b2a6uU0CucG8xnaoJVebzrN5LoMvo/ieBELZT7h1Pu99JdXeDiNJn0c1lMk9iRjznzSFGy/0F3nkwWZqIcQCLUKQMfwfMJNaW+sV7r0rGrYMKBBWtQ81kBfP6HhwYalB5gfqdv3dIIYHvdEHrDSCOcohkhv2GmClqh7pH96JbCLEfiTL6kpsn+6EPKJeb2ytI3pvJBT0LSzbYoSBn2+XcbbNp9GsoYr9vnhWTr3w2jWGkxP2jeXQVwu4CGBCVwOZSWGGUsLpxx5/r0/IP7eN3z89jt80znvZcPniV7kS0MZUbbeldjTdsJWCKezGjAatjzrc8Uk9tGIPCcNX7RW4HYDf6L86jtuf/gtv//f+Rf5F/4n/zP+2v/5/8SnvgImE/wDaEBM2BgzdV+5fv+BJU+keZJ5Zu941t4f8kx2tVxLzqTziYfzmYd3j1w/vfJ6W3krld0rZZqpISglpjWIidqu1H1nnibSoAlTK3lZIAdSPhGn0RDlTB97vdeicyQco56x99MwG81UMHxd6THhXU1FnAPuDW86T3rQ3l9bp5RGMyMuB9tIRsohi50yu/H+/XvqL3+Pvf8h8W3l7csvWW9XynqDU6bXFZ4eie0j08vG3jfqryp88w0xudJblhOpNtLWaTFTbhfCwxPTcpKJ7nbF4xOeM+xXmM/49UY4nZRuFVwSPzNCmHQtugB2y7MkbDHg26r3wAmnE/76kf70BO+/EFW+V/3sw5nwzTf4dMbfPmHvvsZypn/6QHj3Jf76ogbp+R2sF+zhGzxeaNs6WAK/uy8bzQh+GIHWIRk7BnCavtfStO22rmbIxyD0MLM4PDgcsc1cfn0cTbRJCuJex1DVRj04Gu+hoXAXc/2ewmFwT+gIw/fG1SO4S0rvv+XP0btqvhhQClMbUqMg7oPcNTXh7rGrnxmsiyP2WIabBxtkyIOxzxPve7Twb8t21NbY+LttyJZlC2HH4Pw+gHaTX4iZyQPQ1CcdTg3qsFy+j/iwlBt+JT7m0wypkx+SpsHUsUD3kah0YAV0mZAGGwDJMPl1gTnuRg9O7Up7sdbvvhWHP6uhIRnRdX6Mgi2YES1ocNB1b7sN74zhi3G8R3Ab4JHWBK2PRMXPoIaUCNrzotkAnsLwJxOHorX2uW/xNlLrIGVZSuytsW2bpBxj+w1mRA/yq7yvL5kfu4/Ey9Hbmh1+OuNnh5SkdxtrWP8hjsCTZCOBB4E7uCvqPiZJkzBSzHjs9BjYa6fVzj6GiDFEHtwJrcq/rQtMChgtGqk6e3O+e70y75V308xTN+LWoEMNxpYjxTvQSCGSo5iIyYxMIHbJLAzHuhOzwAYFjCiRiK6+pI1o5Hj0UfdrM7yMDsbRYCgd0phGH8bLGljYweIM+b6GFONdh/LktxJjB8uyewcXY7W1Kr/KsZAl8ZU8LAT/zCwxx3IWCyWYmCsYrbax3oJY/3H09d3v6/cf9/on4Cp2rfRWuTMiAmA7WEIuv0eTN1IO6APYCPSwEI70gxhUBIeDWTDoW/eH3IYRoS6UqH4N71XIsh0sFTiMNql9eKEUaaFHCo9W+DgI8OGWfdgmDZ1WUAyVNvSiaFhXgZlLwZJReqRVUc1aEEBiMdw/YwyBRKYF6cIIjudM9UbujepqMENe6PuG1xcqE70WwvJMXTdqvdLXnZiMND2wLA+kKWgS3jtYIcZp0OlUP7Z1ZzmdSTnRcPbrCqUy1Z2lGUuemC2onG8rjGhimAYbIZN6wPuujc0GvYhjmqVF3y3AvqlgNgY9MWG1EYHJpYFLZqR0Yvn5Fzz9i/8s+8uN8qs/wUIeKGUF0ojOaoNGqAeRIA17sJnQy0AQ40h/Hptnb/iU6bWLMm5itJh1YoP58cz5D36J/fIX/PJ/82/wx7dfc/2r/yHt9krfV0gPYD4Sc5ISaupOuW7clivn6T1TjIrKNSGS3VFmujuxdVII5GlhSpklR05bZV5vvNx2rq1QRtkbTZOS2ju9R9pemGMU8p0Sa3d95tDvlLfiMso9VrgSaQThWR2JV3ZQPzWRdESdhkbqMkwmRR3SXgfFzdnXXdTEZQI6vm66rMFoAXzdsdaYUubdwyO//67w8OmVH25XPoTMS2vcurObUWrDpoVlNtJ84nr5QC2JrW0sD896ukJgPi3U605zWC8/kALE+EyeAs0LoR3ypKolnm0AH5poYIow9rGZ05sijztjrDS8epoMqcTUmbCY7nvLCLDUdNfHdCxP+HpRMUgXGBeymrSYlXrSKhAJ5e3Hb5N/Hl+tih20NUXinh/weRGgWWeME9gmcKR2bJnx2ugUeQNNj/S2wmX4GLhYa0xiWEDBnx5hVXNotxc4P3GkpEFXA+4G4QGjwN7knYIr8Weaob7B+QvYCp6z6vaQsVlTnpBlOsu0wDlrvU8Zexh+HOsbPJyxlzdCnPC6E/MCJHx/G0XmIiZXKYSQCTUQg9iEIUFvNvT/0n1jUU31clIh3i6a5rEPF36o25XqCjbO6FDOaSamhE1P8HaBDOHpndb3Mo3r28j5gfAw0YD95YrjTJePzOnMPGemnEVdLTseZ8mYcsKoxMeZVBhsL8fmBfquMzwkZJxb1aRvq8D1mMbZqusXgUwleiCVjXx6z/z7P+fpf/AvU16u1L//dyGbgI4GWMasKbo+LUq7a2Cns2QWSc297bsKITfuZva94UeSU6uSF3lUIoFFpq/esfzBXyA+PvCX/rf/Bn90+w3Xf+//TX/9hPsVT89iaZRNjVhKhLJT1o3b6yun5WvylAi10cfe764JWQbCkK2m04k8TSw5sWyF+XLh9bJyrVUGeaYizVqjeKd3p64r0zSRo+KNt9ZJHZRqJRahj708qg9RQdk7wY9hzyjehxm3taptMlbcOylnNYJRFPfeC52d1pz9KpNkmycBEsNHxYPRNtNZ0CvTMvH0xTt+uW082A98ePnIx9OZ19bYLFDmibpesK++Ir93wuvK+vFXtJeJfXbsi58Qz06omamedO7mhfrhewqV+OU3hDjR6jYs7mZY15EiMYwISwdfRfW/vanxXM6wb3SukvOmkwBvN/q66WK1BqdHLGfs9KBrOoZz1hpWlUaYHx/p3/1ae8e+0c1lXtt2fM747U0ePCT8w2/+lDfbP1svGwCd+xjSWMZjGI1LpNSNVjYNJYdApKPBjw1vEaUR+9DvDH+QjoahNlhpJtaGjGhVc6kOHZ8DPpPXW4McxZKhj0Z/yC9McgIFQugHrQ1pnRoBRaamLKAijJ8dPTveJXEbnbVz+DJwBzGaD5kAbYAmWmPqr4/kHV2DQ6Zxr9s46DdqBod19J0hcZdRjEhi0LZ5NKbYZ0BBHnk2AFWGAa0aTmHGYchyVMsrxUa/Q94jh1Hq59mzmN8SdAQziKPR9Cbg3cWo66DQgR4G+KWzrsUj1nmYl9dC9yZ/j8EIOIboxhAQGEiGMzxagr4XzWVQbwPM4wD1DKgEJHd3dN3dNdQ73j3qCR6X3ekp0oIxIQPTrey8bgKaz70zpcSUJ7E0xlX5LTtgjn9oHQ32zbhj3SVxseAEEsErHtDnG0BTHPc9qmcnTllrLSatt2iDiWG01Fh65bJXmgfmFJnmhPtEbUVW80GqjhoDS4dadtZto3ajV8c8EGun1sY6BV4QCyWGxCll2RcgpgcmyZR1yVh0JnX8kFlaQFMx9dW9V/q6UkMgpTSeWb+zxZobvepc0gDcaLWO6OghkUvqF8Ngg4S7ObS+l/cj4XfYg4TBYmGYp/cBbvlgv6UkCVzQ+wvAkn+pJYHtbtBiog7PHvlNSvZ1v8XCiu6+Pv+4148HUbqeVAsmOrSP3xZM1OuY9Zmsjdirfi/G6C5qdbBDCImVoiZ96B8txGECOsAVC4SQ7yi14imHs71rMSoyr31O66kjmeeAV/sAM1qjDzrhnZpVqxqt/39KWlDkExaxSRcy1abiLzR632BP0v/2TpjnsSAyyVXs9xQpreIjeacRmKKiaY8UkBhnWjO6vce70/eN3pPoZPOJZBs56OabN8I0f9500sx2faWu8qlIORPmmeqGl8JUdhavLMGZQmcyiHnG9wEexYWD+RODWCXWM9iuDS4q2li6vjRogNJLGgWLWcBG0yaSY5AevHXOv/gpX//i59w+3ij/ybd0nLSLIq0m+QmqEniEEM6jICzEPmyHLGlKhhHjQvAR7zi8cHr1gfY7vRW8VW1MdWX1zt/+a/8B01/4Je9++XP+4s//MssvCr/+/h/w7fUTzRxnoL9RHh4pz3Tv7OuNrT1yyolMEHVwHOihOVMKQ3Urymk2I6VpUNqUMRSKcWuN2tH3sAYDxd27Yp9PUZS19XqTnvB8IodBTW2dFqQ2iAbhiLmMaQzZB1UzDlrsmBh3FCtI77oX3ZTc051mJoPXUvGciK0prehyodOoLmOmePgWtcK0V746LZzceGfGV7XyEjOfGnzaNz5VZ4uu5i46ZVoo60o9PbG3whSzYtlsZ8lPsN1Yk7OVnbhvBJsVFRs1SZKpXJcUJGVCjkNO41haBqtM0cR+mHP2qiLKsoqaVrF0lhlmKdyrqHgwWcYkN45I7ZgIlhRlHKf7NMjiJMA25gGS/m7LeShFDU4OUJo2obKPevAmWVQJBCsQG75eBtCXITh9a4QlQVp0bGwv+tlScCo2ZQED5QWzGVogPMiXpG9IRpTP4FWmxqETcpIfzlmshX67wHSSPG14mRCCZCqPizwgQodJ4JmdnmQcHIvWS4hiJ8VImAJGgluVtCUippQ3el/pe6BZheUZe8zE5kqG2l/oeZJ5eFecp3eTxKk5Vt70fA4uJPGJtt9kskYY07I+/hjBk/wZnt8DpljPpyfa99/SXq8ESyRP2PuvqJZo60eSGXNzZtuZY1KsfX6P16sm85PiSC1MxHjEAWZdr5F857VK5tMDlOEzZFF65TQRWh+U+E5KYm+EUjj/M/8lvvyDv8j67SfKf/SHdCBvRoqRkgwev8BfX2VOu68qHKcHwn7RPCZUbHmC6yshOPHhCSubALFaISgJopuJIl02bN+I3vDbG5sX/vbf/Fs8/fynfP3lF/zFX/5lTn/vlV+Fv8+39Q3NRhPmZZyjgTTN9FrZLle295V5ymSDKRxJdNo20jCTNNRk5RBJravodU18w7pyq5UKECKBiruJUt46frthj49kc7bLRdK0hzPJIka7G4AnXB5tx96fMhYOI8Wg87k1qEPGWcRawTrJJNXsddfAx2x4uBR8QnKi3bHXF/qguPe9ELIM+33fmLbKF4+PnCzylBJflMJrMl6783JdebHIXirkSFwCeXli//Q97ee/T61FE8rlTHp9Y5of6fvKnhP7bSXeboQ8E2OQRKhVrG6Sb1265G7LSfI+N+z9F5IRDRaaf3qRH8K+6XsvZ/nxrBvh4RnWDfY6mlnX8150Hb03wpwlG15m7OGR8PF7eHwGkAnkacjc5pPAmIfTn/p2+2fp1d1V7wXVxK0VyS36kNU3F+Bad5rHEWOsjEqLalxk+iqmBjbmuyHQ6o75sNy/S070ngf0gPuIVz3eoxPCaJatjob6QEDGBBzJkKApwCclASmgdXFIFEIcjAz9+AGG6NMzWA6qIYKZklOAMJ7Te71wvMGdoXCAGahfOkzzB/jRexczjjE8Bg2S+gHWiP0wXF8QOa4KcDFoh5kuyJvCGQAHd2nJcb1DH9yVAXLgx+/LdB/MzAOwPX5ORdBnYCYEQpNUPLrTLVLLTosGJtNPdxTP25qGy71iA0g5jHBjNL2fPgCSa9m9N9P1OwA2w4eBqJnAvD5AJobUyjhkHfpugrwEfJgPPxgPuLW7b42ZkirnITu7XW7stbHVynlemGtjmmZSVEyylJF+v6fYwSQXc74PJgy4zI8HUBJMxrwNRhrbAXw3mjOSU7vkMgOwEjNJ7IvuGvRNTcD9sszEENjbMEN2yFn+gCFkEkafAjmslG3jBExN3j1bgjeDFRSHnCLzPJGnBUNhJx3dv5wicTDAdY4cZuWHWW7Ee6H3RhvmvBxyGVf6qIUB03X1aSFoCBwCh/ZGAFcITDlp4DD2mjtjzA+Jm4gLOt7q5+fHouKLB2vEgtGKBt85GDkaMThhMLX6ALvcwet4zsKQ8fhY16Be3A/j4x+3R/54OU+wsVDFLAEGJb+L+cFAbZJACaOrGOsyksXFdqDKVyOEpAfaklC91sae0vjtLHrns1eC0GxN0Y7EH0LAwqGHHPN7l/gBBoWtrTIi7Qzq/2isAKzeGTDNFdfL0PzhTsjaTFJ1sVTCBN1p3vXZy45Ns8yualU07dCOtaYHvplR6oqFeQAoAZu/IHS4boXaVvr+CbczcRoLffmCMAkhDDHcXcHBKfVG2SrlduF8PpHnTAXa2yupNJb1wpI6S35myYEYJomRQhwavmGc6QUbTHYjSqtPw0OmW4e+QTwJXexFBkzTgpVNqS4OlhKpbTJATJl6WbkW46tf/JJvfu8XvL2+EqLDH8Lr9z9QHRpNG2yvFArmRo4TqV0J+YS1ognd9Ei0RrCkCW9veFLcaI8T0ZtoV+ZqWKhs337P//ff+iuUlvmX/hf/Gj//X/7P+dm/9j/kP/0//h+4/Fv/NjfZrdPnRUa3dkwMOqUULq9vYossM3k80DVGQk6Dtl4GchyJtWnpUpjmhVOINM/Ehmh4vUtq0/ugb2Za3dmj4HffV6G15kxTFpXckZ/McMOOLkgwoN8V4vi8tdDKMC9LOoCl5R+H6Ii39tpprQ/zwXEgbzu2bVAKtWy02vW8TpPYATkz4cQaSWkiT5HlcuPJ4X0rvJTE99cbH4pzrY0tZaZlHgfpStkCthizQZoWcrvQp4n9stPiSluNltO9iIlmMrALLrDSwOquPSflYfAWNZ49JtPTSU01UdOOMPaHXsQiC2H4NKFTGcV+0rqa+bJClIQhRqNnaf7V/Cao+/AfKuPnf3dfdsowTaLe50WSnbrrvjw8Y7u8rOgTShoD2g08CzROC77daPFgAUxY27AM1gR+8fEHjuQRw+Cqpt5ah8kIfdVe1G4CVErDlgmzhlc9k6pY/n/k/VmvLFuS54f9zNZa7h6x9znnDplZmZWVldlV3VSrmmSzKIpgU6QoQWRDw6Oe9EUEfQEB+i56kARQAiiQ4tAiRVFNdjd7qKGz5hzufM/Ze0eEu6/B9GDmcS71UtmAUCh0BpB57zl3DxHuay03+9t/uDgoYBXmx4gEnjyhY87IOJh9DdTNaT1qdnV50G27m4AWhVpOEEZvYzhjqrNDnmG9kNIZKWd0XSOo/fiaeF7gHkrpkMyYofMCBn290ahHKRj7XMjpRAqZqEpBJ9eWW1bGdqE+Xxn7hUlPpO8+0otQv/iSZIn56S3LpCznmWleXLrRu0es7x0pk/s91IaMYLTZgOURGxs2P3ihVFfIizOH9is6ndD5FLId9UJymsh1Jw1DS6a9fWFdOx/96Ed866/8Bi9v3yLJGHlw+eQTvJWtbi6ehSoN6UZ5eINeXkinRz/7c0IeP0CtoznRSTB2rJzdC6YUVDoyfHpmKWOjsX7yJT/+v/2HNJv4t/72v81v/m/+1/zG//Lf4x/8n/6PXP79/ys3AaQzzg+MiCT1bqXT9o3r0zvmnCinhTJ84NBTRqfi96Z6PLSWTKoNsZkhMJ3OnFJmnBe0D+q+u9Rh3+jDvQGGFFrd2NWbEltfItXJmKfizc7A3SA0WKvDWZ/aqpvgpeI+dNVNzq0PtHjSkebiIfTiqT86DFrzs3/b7tGhdtuwbWXUnbZujDCJt+XkccPz7Gd/cdlqnjPz8wuPA97sG8+PC18/X3i7Vm5W2R9PpJzRrxP9+o7K5PduAn31IeXrr+nzQqubS0q/+pL03e+Ssjo13ZS0LCHtSA5GXZ4hJ5furVdfs3cpXoWHb/nZk9RTtXKwEVvFhp/bFkCm157dJWStweMr7Mu3yOlMMhgKMi+Ml2fAaez9+V349ajLPX6JX2qRRqg+sVdNYT4qMSjdXHIBaKS7YAnT7EyLYDZgB9s2mBLjkGS4KbKEKeXdHDZeTu4Y79kJZlivjFzcu2qYWwVEA33E2roXid39EB3+BFCvs8Ql1+47ZAx181Mb0WOoEER/Rh8BOIcsUiy8YuK9Ec3Y0dh7dNj7yFXAbAS51gFyl+T5Z04SNXlIsg+2iImb4Jod7JCBmt6NalG9e684ChL9kLifxSFHIab7B6P8MPa92ygcNJgAMcYd+AXVHqDAMWc2sOFBDRafawRQYv4sGd0/K33DPTFA1L1FwoQvcJ8AEPoIs9WQz2TxdC1HiRykYWDHdgaCnh1LwrwWDOWBWRihj2jkOdgufiQMUSwYFLlvrNcbz635mXo6+/eUcjce7eI9WUpKLs6O7c3u1xELuEsMHUTiU3LXCxz0P+5lNeO6brRtp6BIUnKwkkb3Jp/RHIAx/zk5JUqZnHk+3AtScnHT2h6gU3IJcZLElJWHDmnANjrP0njy2CLOKblxunpf2xqMwx8otsrxrOi9o3ivKJq8vrfuA231wbKIhTeaGxdLj97bURFnP+Xk3lbmjCrD8EbXTdRJHvLSe/xuBt3C2zCkeRCD86NeAegN1eQMoHGYB4uzbydnKfZgd75nhBHMleb3LeRrZs39hMSfJcNClfELvH5hEEUlMWyPZls8lSBMYZ1uM2H9vTwAMqLBfBgCtkPQY5HkDSyO6sGANHtzlGJjpxJUqEMTFRKbw0FXNHwT8KmY4KN7O4yKgo434mfjh38nzN/8kjEo0WgZWIoUn5jO2QrTQqoe9ZhTZqjQGK4sCYqTJI9qJSU3sBy4/0o6+++3jkmhtsYs4hPPI4HBVteTnj5En1/QpE4pZrgs4fj8mt1Nvg7X8/UVspFnZw+064rsnWV95kzipO7joaZIq6j5+z3y3iWimbkbcjliPiTRA5lEJmRskM9uMqvJ0xyGr4c89tBsO4Aync9MD29Iu/GDf/m/xw//+l/nky+/YHtduI6N6/XC/vRED+OkXc035Kgs0ug6MffQnoZmuzHc62JUkmbGYURcqz8Ww0C4M9BmyOXK9oc/5o9qYmydf+Xf+9f5+Ie/xvf/3X+Hn/zJH/Hpl5/C3qibJ/x4PeAIscngdr2ynU6cS2HOifnQHWLuCI37dYxSvHgUdVmBKKiSZKJECpTZuE9R2nAEtddErZW+d9JQRm+My0at3VVuZmTNjOIFXrJIlDA/oBRDcodGsAIcoT1Q0yCS+nqMyY/lKCzaYHt+cTo0XgD0HmhuVp8ImLkPQ21u/pczKom5nHkQWLYbZV1RhanB077y3Pz9dVG2vrNZATbKwyM6GmWaqX1lOj2w1ZVNDF2vlCNRZ/aDNEXRJSk5u0zj0a7uteEpXobMj5gMn2KFv4qYTyus7vS2371knLk2Y2P1J2g5+3nTq++BsXuzOIxeZqSbSw3Ko+t6bYvz45f3JZaxenNz6+ESP7S47MLE44vXFzd1Q51mv/YYUmToG5Imeh3QJzQNRM7IPtDUkClMTPMCdcDDa9ie4fwAY0XmR48WHg0ozhQKRqRdb16cT264bc28SdfFTUvnGTHBHh7DW0qRfffiazr7f7uGXMR2/+fpAbk+wwcfky83+vMFo6PTgg1hNEVGxLC3jrJCcrM1aX7mWj4zemVYw/TkjBIEmT/y85hO7puzFpjxDAB/pqpVrDxg8wlL5okhp4nRjXq70VqIUR9n7FSoX12w2in1hWVOzKKU0T0icL16g54nxsHQmR6QvPvU19SLUXMz3N728DzyCGpZHjz6WUucP5BQ0tg8wUZA54nycGb64CNSHXz/3/htvv/bv83nn33C+vcWbmPjdrsyvv6K/nj2ZjorQwpSK3PaWcrkTXT1fS61+p4vwRzQgklyPf6++yBF/Xucegvj+Ynt93+XP7HM2Dv/6r/zP+D7P/w1fvS/+J/z0z/8MfWLT2Fz83aZF/f10uzNtxZuT8+czw+cpsmN+VKmScTIJwWZvGYuk8cgqoYJttcbmhKZis7ObCQneveBSx/G2DJt3RlbRYfQt5UhUKfm/gLhwzWyMqQ5OHWfvDsorr1D86QBEWFojz06ojY6+ikvNHNO2Eiur3/35J9VnIl7pGVoLoxg1lKbJzrkCTnF2T8/sAss1wv5dvU0+LPxvN142SqX00yrM/3tOzZRLF1Jj2/ItyfyUsi3C0kL4/mF9uoV9d0T6eNvoeuLRwuXyf2/RgMGdjp7cWs+oBvXK7J43LJ+63su53Q+POANl5wW7HpjPD85LXxK2HVFXn0AL1/7WfDBx16L7Sv66jVcvkbPrxmt+RkG2Nu3pDffom8bdr3CB6//Ak/av3yvjkGKCfQhjQ0JxXsHijiPUiRlmktwNXl8rLPGY8ghGuyuYCsAdzZEAAh3fUr8+5F+Aof3iTe3NB+42lGzR6NkuGzfNPZBkFWSuSwlSWbC0FQY1qkHeDE86VHG8T4kGCk++Vdxhkw6wJJDX2Tu15fCr/CbrxH+Fz5PPcCGHikocMidLJJYvI6Lc5kwHgdvSL2DdCD+YLhAXBv8mg2L57AEEwO8e/X5v7PmDmDHv8+OWjVmVJ3wlRnmfmAh+XmPR4V83oiBMSSPOWG4DAFrHnkseIPtBtk+YD+ijR08Ohaagy+W1GuK7ADRMfiSYKq4L4c5+/8+nPdezleWg1rWo6/xBealMOa/cww0Z5II1it9X9nWzgveYPd5xmygcop77vf+YSqcTzO1d15eesjUgqki3m9GAww4MJQPVr8IvQ9ue6VeV3qtpJIZ3cHJXpszg1ImB0AnuCxLSiYVr83Dnccl+91C+mj05s8YMWUalWyJasaLDF7w9XnOmWmeUDkifRXNUGu9s0AqGdeU+DVrw/+p4a+jklGaK5Y19rJq+N74503p4Gwe+yj6ak0uhTb3CRojPHasuliljzsod9zTO7sKC+BV4vwYJIEcHiepOMNWkzq4GiCQmQPjiqBRKxyKBmexOADjbBrxvRmJTTLqL3RG/rPlt5mjo06nSg566ACcJoaqTwNH88P1iCMdx5M9uFoiQVxxXaWTPtw0Tsp0P1SDfxfDhOq+BRaN89h8sVpQigS/yAcKhl+QuyX3CAPVw4DKfCpmlDiE4+AS3whGDwRsQDJ0zrAb9N0BkuzGtD75EER8Yik5eREimb6vdL8gtDZIpdCTkkZ1vagNinR6UZoN0uuFrImsDnJQq+tRNdFio269c7veaN14mBbSdKL1ht2emMmcSmFBmPJMzsmpy3lBFcbeHFXEPSVGj6m+AJwgR5zzMO4a7OSJFJij7aqKDnfP16mQkt9zE6VtK/KBMv3at+iPDzxNE188vfDlF295ap13243LaFRJ9FEZktD+TNbZzXh1YqeSEXKeyaORhqOgbswraNuA7n4aMjmQYA2soZJIvTGePqf9NPPJf5n5p2Pn9Lf+NU7f/z4Pv/6r8MUXMA1PBgmGgxurZk8g6Y1NjVVx4ydJlOQ08q7ZDZXiGqVc4KRgg3G5hU7UDxfp3Wmp0+Ru7Emdit4nR+pr8z/XRq+VVv1gykmZZgce3VgpHg3m0V/WPT3oiNsTVW96cE8Uwgy5tbivYXImZkhrjLph3WhRo/TejmMZrZWUJ3Se0GUmCy4j++hDTJV9v5GfXuDp2aVdz8/knCl08nZjYLSx0vpga42yzCw5owZZX7wpEGPdNnJS9rYiafZGBEVoaHK2ltmIZRfnjRbf08PPAZpPrMeRwmONwytJy4JOJyRYKc6GOPvEWgq239DzG9dJD0/gsbY6q0VLADg+/XbPmf2f6Zj85+1lJcE6sK4gHdHJz19w9shY/czuwQJsq0+He+euuU4OhEpODkLW5pZVBnarzvhZJpI4wEUWuFXQDi+fI8sbn0o/PmDrk0ceingjJcN/ZwuGYRaXj1r32OPrBVkajAKn7DVOvbnUcw8qXgpJy2HhnKcwN23omzNpU8b6wjh8reoKGL3enM0yzW5Wtm1Ymhnr1SPEu2L9SiNTTjMyrrC61CwhFDLQwkzWCxTmB6g7tu5wmhl9IPpA2yvb2yesvVBOH5DevKaZ0K/vKOcTSzpxksY8ncgPD0h9QU+vkJQ8oaQ764C2e+ytDj+7z2eYZp+u7ZvH4faKTAvEM1XUSEnROmC7oaczKfTqqNL3nTZl8l/9VeqHb3g+LXz59pmvPv+K5z54ul24rit1Sozb6pPkl3ekxwfs8kQvJ/bRSX1QHh5IvaLVwTfdd9Jy8ijyUf0sLjNSO7SdNhxoT4A9fU79k3/Kp/9Z4Xf7yvnf+lu8+tGvc/6rP4TPP8OKOsBXd/+cOIhgDEat7AwHec3I5nKlURsjJfcM64Nmbqonmrz4f+5hWI8PG8bw6WqZ0EXImuitMs6L/6xaoXV6rdhtc1lu8iSQ+USAQ05nT5Ii5l6wbi5/6T0MuMOcXwrgMcYMo7caEz2viUTE/VPqjvXh910k6NBGkoJuu6cWnWZ0cRNkmRfk29/GkrDfrqS3T/D1W+dMff0VaZrcdPd6wXKiFmdcbttOfuikN4/QG6ltlL3Si1LbjtZEaSttOfsZkYYz/+aQzgz3irCUHMg7PeCTotXPk+3mzJnbi3/mfUVmT2+UDz5EXr12oO2xYesN+fjbLiHTGXv+Gv3+D1ySZoLNC+PpC7CEvP4AzmeYJnRfXS72/PQXcsb+pX2FV5m1jVSKs6nVfQWpzc/7MHEdNkg2QHL4djgq4MaqPYzfg3XQeyR/uBGrRE3usEWPsv8wanXQRYNtIdYiJchlPRjuazMccFRxJgrB6rr/TqK5Mpdaur+G17Kju9+eit796eBoEF1ukXjf0IEPoeTo1EdnqLiXUZL3ZqumPqgag9FCXnT0J9mBgW7hBzKcDSDqgI//brz2vt+QgRv8ur/DAYg4q8R/7j3wYvg1dBzjuI5Ezeg/x+I6j+if7P57XM6hIZeIw4RuQrfDz9JBqnQwGAgAy+z+xiyYAx6PzP3nJ5WQyWpIOOI9i/9vhNl7uk/SnBek0eKluCfvfSssektnrdyvmB1MnXFvwDnSzELOeerOMN+3nevw5n5wICQzc/bB6c2MGnYCLRJi3IRW7tf56JP85gdzQoPxOSDXyny7MqyRpsmH0NGytgCJLECyrEob/vNdJqc063D0YeIyloG6RGXrpDGYZGZgbAx2GjnDUjKlJN9zIUMSE8TcA7H1Su8WQ9sASQM1c0aXfy5Jvtfdf9TJAyneq4Y8RgLISkevb91lr/7kcHNZEl2g136/vwejRyxiz3HwRmIN+LDkGA64D2mZshtZ+2b1gUN4vDi5KYyhD7BVXAlCPfpeXLbfq/dUOYeprTNcf5HXLwyijOHeI3bQYHA6niTFiESd4QcIUpzp0asvplhoiDrFS4sDFQOg3zPAJSjZvpkC0es9DJP8BHCqXPYv+sYGclmagoWxbHgexEkSxpR6Ly6QFLTPoAbp5AX78Dgm35DJm6s0I7K7hltP0Ha/DlF8W++MfXO9bU6oZvLWsFQYu1PLoDGa0iQ7/TCJT31kYcrqP/PgjuVD2af+XvKCWWVrg23vbNugmDItj1hv9L1TKCyXZ+ZpMC1ncttQnKo+GP4+sznILeEJYX6QDhJi5jrqaQnIOSZ9IzRnuaC2k8wXZ0oJLZO/b1WfOkhm/fQLvpBMzyf+4Mef8eU//TGf/tmf8PXzE+9ebuys5OkNWorrmNMSDdgLlj5k9EpLM7lXUu+k7J4DRYP1QQ8aZPYNYg4uNcmIOTWOXrF3P6d9WiD995n+2veoNPrphIjrdtNpQYfQ7hFXyTe9GevbC5cu6OMDj8nZIAnoo9MkJhGitJzdB+UkXjSPDtvuqS6puEET4QqdYvp36NmTa/raNGB1er2Z0VujyYE0d0ZKzlA51u7w/ZBSDnZJxdpAk2fStz5o2+pUcQvncvX+cmOw107fNlCnpyKCZCHlQpknysMDZZn8IRfvYxCUzFR4fHhEc6GUzJIzp+uNsm7YduGybbAPXza2sV+v5IdHkihlfsXentBhtJRZ90G+VtIComdnoEDoKTV8qd8/GJ3rnt670SefifukK659qz6lytOdpSQkKH7tXd5TY5KTvJEKN3vVHAkrO+CSQxGB+RGrt1/0mPzn83Vb4fSAvTzH2X9D8oMXB/mE5YHcBjplqI2RB7AH3TYFwm9O3R4JSR2KhHHZQdlfkIYDMbPBSLCvUYhEgfjwANOjG8m2G9Y1poYdakLYYHrjz6ElzundE35oOYp483jUcoat+rPk7L4J3K7+O/aKTRP27h368IDeXvyBO73GtqsnQ2F3aaGsF3Ra0HkCy5GqNTHGHl7ITjHuN0NLFM+tIyguXornZAheaOb0V1V49RrbNvrW2d5t9JcrCWF6/ZreO/W2o1Nh3i7MbTB9/JpcG7qvUM6M4c38yAXSdC8k2Bsm/mwabYeXt9jrD/CBSIPl0YFg656g06s3EzqRipHy5MDVUa5aYfuTn/KVFEZ5xR//7k/56h//Lp//+Pf4+qsvefniLfu6kj7+FunR6F+9RZeC3Tbk5QLffmDcbqTlTL+9oPVKWh7JNtwgTpLLTyMK0vYd37jF5aGaya1hrPDFn9FOBfRfYf7+x6xtp50fnKnWIJ1ONMMBD3DmC3H2f/1EHoK+eUXKSjIvFN2H4PCQUXou/gx8CLlNa7BubnqbM7LMPkWbirPskrq2OyjMY7jhH7cbGqDKwGjHlL02ZxCGSZ7XopHUkLPr52vFWkfVU/RaH7T15vXIwJsThabKPgb7Vumb7ykRZxRLUnLJlHkhPz5Szkv4APjM08wioW7CXr0ilcKUE0vOLC9XJrliT++4ff0VtnfkBH2rbOuNdDpTzg+kaqT9C7R2WirsCPllRaaOnh8ZdfcyrTkjkpx9P7YWfhYrTCeGzF63lOJ0+eXRz/5S3Sg3F3Q5+3qcCvSEPL7y/7bXkDD7RJTbDZtPcKsIE3o6Y9cXjIHdxE0ev/097OXdX9gx+5fxJamgLYC4aE68txKX2o4esqmoVc0l412MlIO9Yg0lMXo8t3v3dmq4UbUPTSyYKAfjwhuqEc28DaeT+LqdvCc4JELgv1+DnY7vaRWn7fv7Cm/EMWia2WuHyfe/qbMYfVp9+CR4A1+ScLicyL2183epx5D1Gw0zGmCq4DKh4zOJueI1mkRBD2/SkHCEcSsWE/8wko2+B6KH8XccM+kI7wimjhJrO56XQQqJr/6GweqAEa2uM1L63YTZhnuuHMCGqjPQPeHQa6XRhT7CsFMkAI0jWMSZP27dpPc43979d8o4mEt3LU5chLgQKn52DU/wUQ0bTdWQrQzApSMOPoGM5qxIlXtilKtXomeMO+ckAHWGhCa3ZFAlzYU5JW5747JvHg4xOt2EI8U6Z+/lqu0xXHHfKouf7z43fn9SsK6OGaa3rx4NPWql9B1SYg9QKocHqAwLUC65qbw529ow9mD32IgETHFgxRODHJrICPNQpBtVoWYPsTjNylQKg+SMeiOAr4EmT6xJSam10kTYgBEGvS6LFGeXFOVgSGGCpkySdB/mSg6/NXCvnpQDNbMIcBDPnbHAE4Yneh1SPMUNZA9KVFI3wXWgyHtXoZPU2TqaPaXW0PeSHyy2ovm6jvVvwaiJwybemzNrDyBUk8upRlgK2C8o4//FmSixYe8+AXognw4Q+GLNYJujON0QLWGwE7S0caeXYCb0Ub0QrxKeS0ezlN+bMYXeSixAlYPaY9FgkfyQHP09QBPIN9+MMEa9CBH16eRwmk+SiPsazb9H3STUNXgjGvzDvDYh/YZqoohSI7Krh9mbe4ccOrHuLN+UnHSjBWxQewUTT4DJ2R8udaOI0XUm5eJgjVi8JwLIKfTe2dcVtc5chFwStTVk35jFOM0zswzKUF/06mh535tvtm4c1Eq/phWzySeyKa6jNX+vga4L0WSaR0Km1lBTCuY+MThr4qPv/gqpFL76+U+5fvIJ66b0+cy7rz/nq+d3bPWKTBOn02vm84JK5t0nP2F0aDJB/ggGqM5Inmljw3RiSKaNzVkgwKwexwU+bWZsDujpg8ddZUdNqZ329DkvX37K0+efcv30S66XHVkKuhkyLbSXF0eUp5OnM3U/AMZ2Y50K5bSwCCx4dNs2jJ7Em7E4mDUVUnJd+14ze91pzWhWQ5o2kAoqMzLNvhfaQLJv4L11eknkgTcBrflEZQykE59N/OEmfgipwkgNOWLqujlxonXYfdp4HLBIoo9ODwlPEae/Scru91MKusws8+wxnzl7nn03bL1iJu7QrU6VW+aJNBeWxxOPH9w4v1yYvv6KVm98+vbKmhf6dqOUhF12anHPIM2ZUk7sXaFf6ZJottN0JtUV1cLQ5Eyj6YwvuqAqSIppRrvT7yVPzi4DUEXL5MV4ytD3AF69ipDiew9zczkpnnZlqqAL7G52aMN9FoZmRt0hzGYl/3LLeTidnQK5nKCuUE5+juwJxg16ASZkf8GmGd2FYTNim9Nq1aB6A2O4AZsRaTHbjk4JzZObRT48+rmtis0JriGVqSFh21avAHpzFsoyw35xuZaqU7ytwfMTyOyF5rxA27ygybPvsd1Zg9Z27OWG7Ven9Id/DteLf881wekMsqJPzy4zVWPsV0bbGJqRaUGtMG47MgmpblgWRnUX+5Rnp6/2G72GebNmJJ3R+kKOpkDNp3PkAJCWBbs9wfKa1jvt8oRYo6ggp0zLhn11ZZ4nlnUwL0KuKzo/+NRtXekaXhI9pqea0XpD9hXE5RCcz++NmafJLcWsHeUQ2o08ndBWUSCbS00sGoEPfvAj0jzx9Z/8Cdef/BlrU9ryyNPnn/Du6y/ZLk9QEst3fp35cUFT4d1XT/S1o+cz7WNnn8p0Qs4n+r4y9AM36d2uYfzdmNSTN1CFfYN99zVVZsbthX46k/uG7YP29ae8fP5zPl8vXD/7gtt1hzl79XGayO+efAYzOWBM8wJuXC9sIU+aZy+QckrsfdBzQiIBx9PQC6l3pnmh7jt13+it0c04EgbYjTQrMi/exOWM9nCHaY0xZZJBqs2NUkdHw6NKNq+BzPws7OKSq5GS78d4prtCtyB7DXZj1DmS/P3szhoromT+f87+85nlvDBPC7lkn1QOw65XDKFlryM0J+bTibTMzK8fOb9cOL97R/nsM+p+4bOvvqLOhX67oOdXtNtGLQWdC+nVgm4L0lbYb3TN7HmQX33H79s0eyO4X5H5jdOrp+KmkgEm2uox5VyekbMDI2LiUrPTQ7DNTth2wao3+3JM/QOQ0TFcGterGyyfz9gXnyOvH5EasaSnV4y3b5HXrxy0P53/4s7Zv4yvvrukqlWGhReShkFj3539rc44d1ZnOh67AVoRjYuzZUeL4YQRUnWf4Ds+cNTqUXuLS6k9MYY7g8C6+RAyjJ+xgUjU6gfgbkdD5dIOl8pI1FKNoROjd1LK3pgdTIIUkEkipC2KhaTDKf+HpMLBBwJsFIIR04ebPYck4UgYdBhEycnC/4X/DmNB7UimOZgTh2xB79cnBZMm2lsHuCX5ZzuGzH5j/H1ZiK3EOAI6bITXyoH9HPKXMEI9WD8+8BD6aJGCFCCWET1d2CGYp49pqqSw3ja8tjre67EE0gE4BfA1xnvGikAMoP1z9z3YK0njnvhPTgZmGqC3QG/+9WKoBouD6HHiGqjEu5d4v4HbeIZGcvlHHp4EtMJlb2xXN5zd2wP1FZyGMY1B7h0NHz/Lh2zF71k2kFBmDHzoOg5vrWFse6NvO3m4KsH9GIWiSsmF1ox9DJJ6n6OS2c249UFv8RwXdw0SM+pwgBIzqB4okYd5/TAlD3kZvh7Xb/iLHOwm7YrKwCRkeEnptTu45Lx3B3Lu/26MgwVjSlKX1EjSCCgJ+U0YDhOsEfc3iTXg28GNXg1nex/ASQpD27hnR2y0xD5IWZCIoJY8xQA95ILiMcsS4KZLfzRybA7swdeWW2X5eTFU7sypWBaYDbrxPsHnz3n94sayhz6vd59UqNw1TAEnuXDQ9D7d5VjsyRfXOHLJq9+MuwmSdawLpNAldn9wEyY1Yrgp37A4OEMBN+TOHoluyX9mD1pX6Cc5wBBwDV+4IPn55kCLIHekd4R8wGn8ORQRUVxPxTXvrVJsorXdf3yt9NGdpbCcnSom290sro6QBfRB50TPczyMKtge7AYvrsbIiGU0T14oSHJ61vVKq41ZoEwzre3YnijNWPrK3IZHKCIIDXDvAAbYvvs101h0zeVWoj71NOtA98JlUk+zOq6NKHk0chxKqd0oZWbKytATfWzIr37o1OxPf+YeH19/zUXe8vb6Qm835gRSstOWU0HOZ1J5iEO204cibacVLzZzOtgb2/3TNAZjPjO2NVD43WPYcI+ZIZ1G8WneMOzlic9/7/f5h//Jf0kyob9cmaVQFG6ipNMZvVzCvT+oZGlyU6dtZ91WtnlhMo81Hli41ftEu1dnyuhp8USHfec0TWBC3Tb6tjOmgvRB2neSzAxNtClhTIAxTYO2VzLGNLJ7kZiRc2IBiuHFX6swzI1o22Bsm1PIrfswBPeXYfT7g3B6fCCfZ5+6DUUnB0hk8xPNSvZpkiqzKpO6rtSBt0qPqM++bvSUGNPMUKey5zlzWhbstNBUeHu90Z6e2Z7eus5x30llMLaJpsmZSmqINKjQcufaFLndyA+PPgUydYS477G3fe25VMcZaIfLuVf2kZ7RKyKFpNnx09YCmQ7MVZ0Bd0x+KBPUzY8/af6Q1pgopELG6Lm4TEo8M+WX+SXbDQcWrs4CmxdG7RieoAV4BZFmb8zzjpI9Zi9LSH86NhSzNaYA6f5ssKHBCBwMa36rbxdEPIpbTq+dsj89YmuAvHUF2eDSAxxeYFaXq1jHphmRBa4blNWZC6O4U39W/3MiGGMKD68c9Gy7gyYvz1AevCC5efQ3D48Obm4D0gn6zacrdaOxOWPs4VdAMunyzGFM2ugxfR10BClvSEWwsfkAoTefjskU3hQg80OwbE5QjPbJZ0GfTaTzI63vdB7IMjE/vWMSKPOEakH2DiVj0wnrL8jtGfR8f3baZp5ilcQpq9aC9dUdnDSQVrE0OT1+VNIA6Y3Udsp8omRhcGL0Dfn1b6MfvIGf/Cnj5Ur94nOu8hVPT+/oL18zl4y8eoWqkcuEPb4ivQoDW9sY5UR/+wX6wbednZknl0quFxDHznprjMc3jPXCHOCqpowFG81SoZnHGqoNePsVX/yDf8g//g//MzcQfXph1omSlDUp7fEV8vSE7fXupSDhKdDXjS28sSaEnPSu1Wae3GywNpezPj5SRCj7xlx9P+y3jbHujOIMF912UsQOt5QxJlSgjEHfNrINylLQ3cHenLObcg9IvXs8dR/BPLH7+TZauxedlvKdJawipDevSKcJrp5qpPPsPgzr8IJxmrAyITkxaWJKRyPoZ7ef/TiglRJjWbxmm2dSmljOJ+zxRMuJp5cXbD5TP/+MmjL69ktOD68YCmM6uwmzqsu7rdL2FZlfk2830sOru88EeXI5XB8utdKM7as328VlnpSTN+0ZB8H3m0s7psUn/5erA5uHN0XKcLs4MJMM8ivs8oSVkwOycw4JOVCN1BuyLNi7J+z86CzqX+JXzhN7az4p1xSmk5H0kopH1I8WxquT1xXGfXBqKZ7hku6NjUssAhxJGjXmCMAjGj2NuXKwpg6DC4umCiES2BxhcF/XkPbH/3tDJVEXtdjDzvQYo3ME2SKJId3rE/Omn3FIJcb9EScIh3RjRCsjMes52DMGIXHlGz1FtG/hVRKQR/zEeL/BWDhKlPefYaDke4uFhRWBHU3hiAm+BjMkhtTjAGu88R7h+6J3ExJHLoYorVf/xcN/ouJMtCGHpYGDLC7RkpD3xPMi3qiZ0CWY/LEIfK0E+BIA2NADYIspf3VgK8nAutDvQI8LvOmNMXyIJzkicMc4iDveC8ZndbnjYByhI3E9zOwuBRmju8eK5ruM5rg+qDM2eh9c686+Cm/bM3sfvHmYOc8LJQ8ybl56NOc+0A8TcMQZP91lQXtzAK+bg+bGcCZs0vDkErRM5DKRMrCtdIR+sL4itW1Y4wiP0FzCt7I7UNMh7RWt/gxLi1IeC2Uk1tqpjrEEcOmso5Ghi6LkUCdIGCv3uweMGzeLDx9V8BRSN0ROyaUzSROaJAxejxCZWCuagnEid7CuB8DlQSlwJDsdhKSU0nsWJBLkBEK6RKgGYteonyHmh4VHdoehcA9T4WOtiwbrVHzX9eFyVg8mGb53NGHWGQF63VUqf94Z+Qt9FYGIYt5wHBsxik53DcYLVHN/FDFzeUpyepHDHq5XGr05Fc6qTwsIhLhuDl4ECu10n3RHMt3Y01kpdtCF5CgAA87sg4DHcEf3MP00wlch9HdxcU3cYAhcm8gRo3tk1CcJrX9gqmLe0ufklOZbpeEURkOCCOOad5FMngRaoyWc6isTliePikPj903oNLv8aeygE2OvkBspGDCjD9oYFBrL6ZE0TbRa0W3ltD+zJGWeEoWI1yKM4kbFpHB4nLgFcnhMyEHo65AiUztHdnhSEvOd0qeS3GR03Mh5IovA7JKS+mx88Y//FE1Kve0066yXL7mMjYYx5Yk8GmazU+jbC2OtnPLk0cIdhgxavAefLCRU3SAsFZeRjVRYh5PeO8Zig2zVDS51QBc6jV0yZkK+bTz90U9p8nf59o++z/z6kcfyA7LCF198wXi60MeVfYvoz5RJ8+Rqgd6pW+U2BkvOTOqa9Y5v1BwTjr5tWMlOVVSlRFTkVBL1tlFxHx/pwxHP5DTCpi6VKcOpghqGquWg9Y1GycJjTiySUVmQ1rHW6XulbTu9d4bl9w+zqXBEIEtymmL2he8PzLV6tChOa+xrx+YNTY/M5YRYUL6NMGXq3qT0Ab3T6+6mkPbihouqrgPOCZl9PVoDG8K+V1I+k9uN2ia0NUyLT+Dnjt12dhGSdMqeyOkRC0DDMFCXQ3E3uawcUgMtC6Pt/kBST1sRBkyzezog4QXghy51c+ZCnsJEtrlKaE5uPKv+TySj2UL/PflBfsgCf5lfkXom54eQVPn9pjcsTc7+YGA6e/pO+NjoPGP7C/6EW5AluRdJnrG++j3qLt2y9cWZFwP3m5CLL9vyAC15lClA7v68mR+AzaU9akgdUBUpCVteIX3D9hssnrTEwxvcA0tcStMq5AeXo+qAOrB9dY+FiFdnUsbl4qaUk7vTyzDkPCG8oj+tUdQOhizIpMh1c2laXkhSsX1HAz4BRdIDY39CWgLbvUFIZ4Sbs77SQr89u9HsdMKK0a87Q2aUC/P5A+SDMzsDef6a+XZh6Y358SGSvApG9wny9YJNGYI6j3Rnb81nnwwHO4uy+G0OtqRKgjn7vUwZTTNaZqRfyJNHLcpSAKW+W/nyH/wYSUp7vtFGZ/vqC671ymjGdFpI282b33XDxlfY88q5nDz2veOU9/IQPlINmad7Q59PZ2+ORVlbp5kwWmdGHNCxjIzdi/jtLbWevEhTePmDP+Gn/8F/yse/+SOmN488/sZfISXly08+YTwpfTx5VO+UkVxIpxOpu59U3XbWNphPhUn1riVXze5f3wbjtmLTdDdsL9OEJKGURL2uNLygUzo6IhFuNJoqHcjmoJKGd1DRioQsNGflIScWnUk8ILW5p8K20W47vblMzXr3ZikXZ2yJICmR5nhG54K1gW0Vbh4lbSnTb3H259dM0yMyPFWoo+6pMrrv89Zg3xnrShNxar4IPbkhYkoJmRf6128jiSVRgWnb4flKe5jQvjIeHrCXAXJm7DfW3pFtJWchP7xxvxZ1fzqWk0+FtxWmGbvdHOy/rcjrN9jtdpfEyuzPLc6PjJcX72jvxrOKPL/D9ht2ekAeP3AJJ4osE1x2jzK+bT6keyzw8g55fPRre71hy5u/0KP2L9urjRFSimCHDJfQjNGjRvAI1nQEFjQJcNbdDDBnWdx1+qN6m350NMPuAEroyNyHg0O+HE0qAeCEl418Ywhr4myRe72Cg80GdHMPFG+4Q9YxGl0zqXVySqj/dH82DMOSHrYK96YrIJ07syLbAZAYzdv96EH8PakcaVI+4xri0bAS0g1/eWfjl0IQdZDd7JDruM+EBnP8YOYesawQwO837A4cvDj+1Zv0e/Oo0QRHc+pg0SBJAulB3ohrOszP1AD/wZOQenwm75myS1QY7pMyHFhyw09/zyP6Mos2ygclFowA929huB+IB1f4sFB6Q83rfPchhIircaC3e7Mrh+9G9fPKIOT06e4v4mCa34hBR0xR7SE5AnATWxOXWuZpcFJD9522QRNlVdAh2DQgpbsExtSfoWYSEczeVtXeaL17M26xNjDaVOgpPmsuHiKBICWhBqnn9/414e9TwjummbkHi0KrRu2dVju2N9I+kDZ4FvO1rckHH9LJgPVOGyPALmeQqhm1NUjhidNdxuUskOT3OBFgyeFJFBQtcObJAe5FrXywv/x6u6myMlzO09tdjovoPeVHzEIGFoAd5r6SvnxDRqzc+VySjqODIXGPxX+/jvesMMcVNNg0B6DioJBgoC5duwcKJVemOELHoaL7c1+/eDoPxpHhbOJ0pQOBOzwLxJKDG6E5ktFcFkCYzCZfZX4d451PU5hDhXTlMP2pzeO7dEe1+AEkwaSQ8JUIPaAjUlEQJnCDSXcq9mupuNO1b2IxuXsrhMOtL9h4ONzFUybuBB8ope2u4TItiDYYlZQKKtBqo7Yb6Jm07W7C5R2lAwE0LL3CcBZLlUNekF0u0A366jdzVKRkLwTEGRBt38hto5SJaU6u879uzO3CqSzM48LERNI57kkDmzEJl2Pxny8EgmpeUPtq7Jg0d1c/FnkqCM0Pr9b88MJZGKUIWcSNDvfK1nb65dnvfd0xjA2jAimfKCoR+RVwtyYSO9/+3q8gSfnkk8+4XJ5dRhFRc3RDrHsM4qTesMmMjhsN5Toapsoij7grz/AJszpbpGtymdLla/TyJfrRb2IkXv3at0lT4eu/d2Uumb7fqE8XR7uzGwvNr2b0cqOuG+u2cSuZJI6YdsGR87tOfVC3ndb9Wqo42JJnJc+ZXN101s+dcV+nIofzu5DVmzOax4Jr74zbytYap+KF6jwX0vkMc2acZk/+CHd4O3xrkh8Ytq6wN3QXpDqlVh7OTmXcCrbvzpxqjmRL2iFttMsLda10VWQqSBKSmadS2SCtK7V6jJu0hmSlvzrTeuXlcmVXSLZj82tMIElncMK2jVTUZQKYr7du9G1jlxN7gymMc0dMZ4TDQcx11x6RZmCOFgs9pugBbHZztL6HfCjl9wdnrUg5Q8oY3a/xsjj41IPZYDXOrRnJhpFIKSLy+i/m0v3P7SvjfjIy/H6YOXDSnWJvw4FqlYzlBpbcx+BiWMI9JyZPCVERbLv6Q08fQRuwY1mABekDWzcMRdrNPZPqW9BgucwzdtugNeQ0+XnVB5TqjMZ2dpliyDZJijTF6gatY7Ii0xnL+NcNfFKeFVl3B8BrYmiG6zOWJ/dOuFz8sSJnpO9gK2l5QPY1zPZWsFfeqE4Tsu1h6p1JbQcKlIkxrggrMmLSVh6cFWhhXnzrcMQsLgVTob17h+yVnIT8wUR/8xrevjBdv2Q5vWFuT5TRyeXk96oZohNWdr9uoyHXJ1jOSK2gFcbqjKx9h70ip0d/5vQaAFmH6eT7A28hNCVKShQV6tbYbiv76hHpllyCZEnYR/Uh8elEToLOLsGjOnifdONbv/lDRBOf/eQnXN9+Rc8TIwndBgwfPGi7OcNgW+H8iNaNJsa1bgwRluWB1My9rFLCrDh7IvkgZ3v3Bfr0OfLxb2Gj8PhXvk8uhbeXF+a50LYr9e2T07LN6dzT60f05cJ+u7KuNz93U+Kwy+sha+QA0deV1tzTxoGWiZQyeZloddBfXrz+seFpX8Gjd6Wy+LwH83S46qax43Zjb43TlEk5M02F9HBGlpnxcHLA4dCBh+RXU8ggrlfYKtoSurv/k7x+8CnsXLBtw7bdJ5m9I9MG+Up/fqbeNn+mLGF4yKBoZgD75YW0d2qHvVakJPqbR1qvXN6+pS0zZV+xrmhJpLYzeGTcXsLIz+vGPgZDM+3lRs5G7SeKub/AyN5IEFIl5tnX5+kUhW92EKStLi1s3YdBW8dsxS4v8OYNUma/piLYywXefIScTv4c2VfkzRtndlpHZYq0n+FpYI8PDqikypgyenn6izxp/9K9XD0/opnRMGi1aMi7T80jzaak7NPgo6knJshmd18NpMSQRELu4V86hEjRGGhIapIokoRmg9r8Wax6gAb+jYcVyZ3aL+LNetBODxsB6yHFEVwiNrxZNMRTyb5hlHmwKSz6lcM7Q0LOA94wH29eusf3Jo34ZPA+ZRyAhgU7PvwEDx+NO/XE4n0kB+DN2TLHsLrHUBFimHw0iBIN6OFdEn+HHf4PBtEDmXoj3fXgXB+iIAcqhsT7GQEsHAa6OYW80wfawTVwgKw5fNRMEXtvmmvi0nMLWRNJab15AEbYNIzRHbiIxElnxThbQBl+HhiR8qPBpME9PeL7HGBx9gqopyih5Jxc2oJ76riLRAyRbdBHw2+HkJv7j3giqK/TZVmwrtRpZl03f56t0ESY9P1NGN2Hl57gMxALr8S7UXEjj8MQ1v1xugjkmayCJu+XK8Y+3DJANGK0R4/1MVBVX2/NOEpoxKitc103pq2ThrCb8W50tucrswnn5K1TkL1o3ZkxyTJ56hHM52wtjb2UDuAmp/f7WHBwMMxhLfruIcKRlAsuC/K5/EE4kABQNMA0jTP3AAd9P5g4SHR496hmZ0wF8wTCSPk4072jveMPchhUDzyh6NjLigM7w3/30db7xhG39xi4ryjiQ/j7+9I7UPnnvX5hEKUZ3CHOg0t1GDsSlJoedkUpBzqUQwLkP0MkYeIu3X7dLRypAzlKCUZQ+UNvZnaoFbrLT4aBeiPurIXjwBBfLT2AFCyoQBZMQPWTRAMkYDgSFpFbgLNPunmudQ93ews3YjuoiAd66gtClhkZQpaNsRm9biDOltHkFDuVkIOMne7VO4wL3Qoyue9Ct92nLa3S++rgSjn7NejGaEaeFqZlQcuJ/XYl752lNqZiTDrfjUIxxfqzH2J6NNmCyOT7ISW/d2OAGIqb1zm93WISq+ED032QWTz4KrfuBoopUW+Nfd+ppjSrvrkGmHX3NKGgNGQ4euoMl+ILfGTm732IPr7itVXyF4N1bdS+06cF217cMFVP9DYcCBjB8NFEk8QFR6aVgY4VGb7e3NisgnSsL6xffs7Pf+f3yVnYf/37fPThRyxDqX0wUkbOi2/0PuhtIMvZHaufr9Sb+6PMqYAI1Yy6VfrsWetJxL1L+s6UEpLdHLaaEyOTCulhwWpjdGNQycDUB1kTbXQqMLcOdafulbZXuLzQbjfmrJySkvIMyxWdfdqZUiLPs08gSWAVWSvj5cJ4eiK9fkWaZoRMeji7dKcPeIyDMSm1bdSXmyO660rSzHxOQdc1tGSPV8uuu21FsVzodVBvV3YbvNtWPrne+PxyY++wTA/UDKm8YkowxgbpMTxiB/v6QrMJk05aG70ONk1MBdLyiLYWW9kp1sdUgYg4dilVmD8fsj1zaiLmZs6QAqSNAzPPHst413D7pIXe0ezrGp2j8KnQgxqbC2aLg5u/xK/RvIizlGHbXUqTTpGm0Z3hc734Hs8zNnX3K9GOjg4kLC/Y2JFyRrYtJJLXwHMbzAujPft1Tycsz+6Rsjef0uSTSw3HiDSc4r4YWaB5qDetw4ODdDKfnb1U3XDZukJxcMdaQ968JrSW/tnaDbuu8MEH2A62V6yJy5TahlfTyaOel8lZZacTOp3cAPryRH95h6WJvF/RWZFdSHjUo09yD3Njf6ZJKjFBuUUBMcA6VjdsXmhTicGFNzD5zRv44GPadkMNZgrTvpHn4kOOYjASvKyMKRqV/YLMM5zPXqCVk9+v7uWzqIP4ooSE1sKzKaSBHSx7LKIcUoestOvOflupKdH32FdZGbdK254xPGpQhgPG0g1bfB+KCNOv/wrpgw95RSdbZ107dV/prz5gXN8xtivp9IbeolBt7j+W5pmWJ251hxJGkNX9oWg4EEP1Yr511k8+4dO//4/IWai/8UM+/Na3WUx5ad4t6GlxRl3vbvx6fqCUifbuhXq9ss0zc3ZJbzeo60ZfFjS9946SvjJFBOXYd39GEIbgjw9Qa3hU7WSDqXeyZpp1GlBGx7adum3IVrGXJ9rlyjxllqSk+eR1wuIS4FQKMs9ISaAu49FtZzw9M776Gv3wA/IsyJTRhwc4QLHXeK2lSqsr9fniwNDthmpmfkhhmD+ceTS5d8owmLNgpTBqp748s3fj6Xbjs6cnvvr5J9TnJ7JkxHaE2cGX6xP25iNEPOxy3148TjZNlL4xvn7LbomikM6vSb3TzchpxgaM2wWmGbYNnSZsWpwZo8WNYnNxeW1WZxs+TC79qQ5IGi7Tk7rDy7MPyGJqzboiy+Lr8uExzpNbdBsGyxk9F+T28hd+3v5lepnhawyiAYm6Hwcd9TjXDFqtYQJtjOKN1RhG0hTs8vDcOybhKQdgcUy1BUTvjaKr8Z3Jfky3Rb7hsqFHA3dwTCwm39wZENyn0iEXEm95ksSUG+jHuTw8IlyT3qUeCdybAW/o0uEFeZcYxQA5am+XsHiTf9jReqPtrAXRFF4P7i9zB1HiPfqPzgR15M6IHyFpDrGOf50RYKr4db5/xuhnBu6zcvx8szDQjeHz4ZUSz1U1In0l1DDhwQKGqfuV+JowbAgWRu3aqg/Q4+e16pIRBn6uiqdRslfUOtnEWWvR+vVe497no33xZw94vxX3VQYkDvuGY5Zj9KR0BcmZPPmzWcVDCLxWBBvNGXsCqg7iGM7K0OEJLikn8qG0GEoZRs7KujfWNritGzkrOftQsYcniYg/h7IcCIsb77ZItjOM2o1muJF792CDlAIsiPQjVaG7lsa/LwAGl6JY9MfQGeytcVtX6m3joflA92UMruxIB+pGt+IGsyqM7pH2Hh8dhuEDjI420OzgieYAMI/rEFIoi3Xl4Lp4LzNcTjcCQFJr3kuKHA4DvF+u5gyz2CcaRsCHt47FHjs+vh5g3zEkjj10/6dw32sjwBXE1+ZonWHv+1rDGTZiOMMyACNHWXpIy7wGQBOpKCkdgOmf//pnMJblfhghiiXfkHKcrqPfUWqfjgzQ4tq6cEn2E0t4v9bE43KTU+nNLCKPxKm9Dr/571WX/5DnQJ0tFlvQz7o7BovqNxgWfpNFLBokpwtb5HAfu3gcgNBwBNmdqof/TJVAkUNTlTwuTXT2eMHg/WgulGG0daOmTBpgCTTebxpXcjkhdXNASs8I2XVk3Q9IEfUHi+10BtSNWjfqMLJmptOMqFFrg7dPLDaYy4kiRtYE6qif9dWNTDGXB8kpTH82n0xqQuruEs1hQT0E48EP1LL40X/EVpc4PEWQkhm10daV1oShbvpnNkLP2umi9HxCNZEZSPK0FBkVI6H9Bi3x9g9/6vr3JfMrP/gR2+WJLz75jL0PzBJdF2+MxxXRxWMJS/YJsmaGFm5j+OYdE6XdkHLCRmcUp7FLu2BPieff+0OflvfB47c+YvmrP2D/Rz9mXxZayYzrFVCsVvbbSp6y92e3lXo60ebQdXY3f+0msEwgwlSUbBPSgq5ZMq3ubGOwdzcarAw6Ga2VE0qZM1aE63Ww9U7vjWWvyLbSnt7Rni/kfVB7p4pQipJOC7ac0SnAjUdDX6VgcwnUG2N1T4f0eHLjw8cHdDlBH0xlpkwTZTrR28bX775EhjGa59inaUZU6cNTS3JSalDv+u3qhlhJSedHpodXPL/7gvXpHc9vv+LLywvkwpQX8v61T3uSIhYHuCRaG7R0hm0jn06kBzezbJdn9qlQSiNhjDKTLIzVUokDLwAOBIm48j5qsJvEmW4QckA3aPQCx2If+BoX6562ZX4OkD0i0zRB9aZe8gJ1w6nB7pPzy/2K1IMW3jQPD3AJyYsosm1u3orBenMa/ukNcsqwD48LVotYUdzYu7nkkNzdn6ELvd8wmbF2cxC9tVB8J7juyKtH9HZDZ3+4c14czB6bG4M+nt2QdQhw8wZMhstlxhVerm5EW8TBoIjBHGnyxun8GtuazwduF/dz2TfA5WKqA1kUXj/Cu7dhbptIuTD6mb6+0OX9dIeHB6Qaur51lk7fo0w+ARrN4MUZZHIwrWasdmzcqNdnp8ubN5mSoG47/bMvOe0r8+MbSuvkk3tboRmuq4MiZXIp0Tw7GLqvPnwoE7q9OLCNIak7+Kwx2V8efEjQ3MSZKSYyAlombKvsL5XWO1YWByatM8JEtfdGXx6d/js6Oj0ivYKtLhW9voP8iqd/8gcwL6TTxLd/62+wvfuaL//kT2mtMdpgLG+8sbl8hTy8wWr4kbQd8kzTxGqV1DdEEmW/OcPIurvrY8h2YXz9OS//6HccbK+N83e/w/w3/ir17/4j6rLQUvKz39yIt16u5HlyFe/lSj2dqOezGx7Wiu31fvb3lChFyWNBavX7OGXavrPXRu2dPgZ1dIZOSN1ZRCjzjE3K9VLZa2UZjWXf4XajffUV/fkZrYNq5tKfnNDzibScXOqUE/rqFfrmFTLPWFJ4achtJz0++pk/z6TXr9DzGVpnnmbKtDAtJ9p24+svP3Wt/TC3M1oWJCV63ZHwI2vWsZwYLy9eguVEfnxNefWG589+zvb2icvPf867r14QnZjyI2P/2vfS44LUjm1X+uMDfauYLKT6wjwldJmhF/rLC/s8k5dOFtAyE30fnB68D55m34/zAvuOlIJdLrB3mBNMiy/Q5RXcbtwN8Y90t7Z5rVor8vAKaZsDsfOCPb116dpXn3ttcXoDX7+F8+R16bT8BZ6zf/leYj5UwIbX3jp7Ha3qA89IjHLlfpx76iCChcQWcHlWHxjFp9HFn80W6Xr2DUBhIOjwONl7IybxP5zxoUSJj3sbWkTe+pd6432o/APniKhwJRf1VMUUYIbgjG11GfDo/ntTlveNdzRuAdfHJDucGzQQGRF6gN4S3oNymKZEPaIcfhJg5pKT1r1JzKSgDXjj3S2MYceISNtgnhxTcht+TY4Qjmg670kx5kDBoRQgZCKmfp3d38XN9u2g9ATopN+QIhG9UuT/BIOkMY4GOy509NwOtogPU2U0Uuseod47MqrLMcJSwXp3WS/q/owRKTSCzTBi0D7CqHb07mCMgg13q+vVsOIMfzelnhkFTF2ekSUhOQVwAt0OBo3QRhipmpCakMtMyUdSjLqcVX0At9lAtoxG8uZk5gEeuOHpoLpBcB/UWtm2hgrk4j5dvRvr7iBfSdHUh0fn3o9eFFrrzizqTiLQ5PtBI83HZ/oDbYPXvfOAsI/Bs1VagkXc27KPQQNGFwQlpULBsRgJQ9UkEvsBH7JoClXdwWxyaVU/mE9hPI4GYNZHrOruNbQGl/wwco3awSV4ct/LPr93MEnvB354j8X+UnwNgdzX/8HCOUhXI2RAw3pgqCHLczoHozVGDybZ0e+bf/5D5pNScmawgMogSeEAsX6R1y8MotjwglNGoK8Scgn7BnpqB2UtMegoDU0F08kvxmHR280PVTVkqBsCqWDVI5esN0xyoHzJKcUjY1nuG0WndEe2xbibzkrSO42OMLGKHR3IdbpfbBlBUZd8XHJCvOXNwbCIATwinM1lLhI3MtIdfGH5opCUnH44hAlPBBLN6LKQ18pAKMnlQTL8cypOc9YRbA4MsckXMIem1GHJoQX2nSzKUp+Zl48itWD365QSSkHGBppQyUD1CW/x+GIxf6jdtWNGsGsaViKJ5JjaSPLVFakVDcMi7761lTaUIYF3C0DCimtSVRNqbhTqsH5BrSMlIdZoL8/I9IDuA/noDSU/8Pjyin1dqeAmYF1Qmd3sx2CYHzrJBlJ3apnZpkcyK8kWFMGmxVM3+sBmly/J7ZnROpev3vDZH/0Zj/PCb/zWv8jn//QP+fkXn/gDwQZCj8mqOeVuCGO9sU0TpWQ/aHC5zoHaaslkcZq31Qptcw+VnHgohXaFS+/cwhww1UZbE+sysSOsw71VxuXCfHnC3r3Q3j4zamWUFFPHE/SKSnX64cNCev0YRXUGCkwFOxU//AFJCT0vpNOJspx49YNfJb95hO9/j/7Hf8q7//y/Ii0L2htpXjh/61uk1llfXpCHEyVn3v3ZT9i3lbFW8uLSrMcf/YBv/fCHfP53/2t+/N/8N3x23bj2RJpLxKI+uAmwzJgY3Vr41QxSq5xOiy+p5ChxPT+y9Z2yT+STktrmaLGG4fEdwCzoAI84dxOqI1FK3Bbcf1cNx285gvyS76ve7w8Ka74OrcdeFwnmFcDuTXzvkQLwC56m/5y+rFek756QI8XR4QlsXR2senyIuFuDh4JUQdoFHl9jy4fIuvqEW4ubnD68QqRjJcHtxpjA2oZOD9je4LRgt4uDWLJi+TWjd/R6xeqOTSfEkstFt82B39knoGDYcgLrznhJGufiDHOc7+sNSx22G7x+42CKNaQJdqsO/tQNYXGvKhpsAzk/+vTEGnxwxl6esBSNXd3QUmi10afixXbdEUvodEK3W5ShE55mp3FgdkgL0m5ejKbd/274g94NqCsUZbx+TR+NLA7rTGaUxxM6rsgWE3pVZL16Ubo4+CPt6j4PNQYTU5glDy9+xAzqDVvOATZGkyTi7MjeMRk087SBAbTtRutufGf4HjUzbPb95c+eCak3f27OD0jd3e+mD9q7t7A8Ylfg2x9T9BWPzx+xvzxTbcYoyL6h04kx3Fi2zzOpD5K5txPzwra8RvdKiimy6ITVjTEaejr5An55x+id61cf8cXv/wGP84kf/fa/yhf/+Hf49NOfuxlhmDD22jDDz36Ecb2yn05x9vs0Ns/JpU8i6DyRU0I2hV2h3piSksuCLTP95cqtN26tMuqO1ka/3NiWmSrCGpKgcXlmen5iPD1Rv/iKtFfG6QynGcmLm2dT0Dyjj2fSh2/8/uaEy9wmWNwTC3FfFH08k84P5POJN7/xI5YP3nD63q9x/eM/4O1/+B+jj49o20nLidN3v4u2xv71O+T1A7lMPP3RH7O/PDHWSjqfyTnx6l/4TX71r/w1fvZ3/lP+5D/7O3zxxVvWW0MfH5EOVl65Z9d0YsiG3V6gTEiH0m+cNKP7jXF+jdVKKzNtXanbSj4vpH11See0uOQmZaSZs6nGQKbJAbHz4my1enPKeCnIvjOentwbZnIQUcobZ3ZtVyQ7CMXlGR4WbF2x5PeVx9d+ftULPC6wbV5LHga1v6QvzZPvJfH1blZjuhsG+8mg76j0aI6NQJJBU/QHzlgwUW+so5nSEl6CHW+eAzyw1ui42SyEdxPHIE8DM3gfA+xSgPHeGwG4T33FmdxyAP56fK7D8FZiGDzujb03mO/jzMnuByJmLi053k2kxhzhGgfecwA8ygGseO18mGI6u8KBFIZHH9+R6uCaIBJNs3/WQwIuUYu40iKAqJC+DBn+vg031w5fiWNCb+LeF8e1VHF/khGRzsdQ2qf7kRYUn8GH1d5nhf2N1+NIvLd4z8l7rYEDmKlVcm0k67xPce0RA4wbujbvG4/nt7MYxvuGON1FJHQVRlYszmlaI6nQRsTn1kGtnTFPlGUmz4llKm5VgEfVt16ordKGQ0gO1njH2mtjxweoMjyxq2mwJnpnr42tNaaaGaIkGc5OOvxGNNG7MbpR26CbsahSBM4qLlMSX2MDVz+IufxoaCT3mb9PYr2kCFKwPCASfGqtpN6YU8Y6PLfKzXZKmUhTYeADjdEcdEvi4F0qiXJPtvEewdf8N8CTA/gDHEbLJDMfJMQit94DpOh080AUzeb1oTi4pYGqHd5GBxlCAuBDg80V98atDoj+3UFESRqgJSHpstjW/l7eRxuHJ8thWIxGr6Dk7IwTl3YF80ozh6ztLmIJ6s+wgfYDVPzzX784iGLqv1KdcnXsO//QGi7mMf09Di9LtAFYjVPFDw+CtudeHHERBZSGleIYjTly6OdtvrNYzKqzRVr3Q1azH0ZqXjhbFDdyJM4cbynAHxIcscujhRzCN7xnz/dArRKU7kwRE0g5klDcm8NCJmQ9THTyBCjFdt+IzSUR8zRB0KY1DQrJfTXa5tegNUwGOReXEPXqBkl9g3DTTq2S8geICGPd0b0yW6WUhYxHbiEdyWdk7A58lNk/E4akkCq05q7XGvnZZuhopG5ekJDikJaQRYQ51hG1nGcqg12ETqeXyVknzZkL9N31yCpuJNuDkpeLm+qW5ObBKbvR6PHnkXn52eeB/ifmohSdPVZvc/Cr90YTqG1DrAXlK7mOsAiyCVo3ZDoabaf6j+TMCtsdCLz+7Of0rXL+N36bv/K3/20+/o0fYn/nv2D7J/+QjfDd3SvaB/l8Io/Bvu1cbyvzmCjT7Knbu0ueJCltBKBiivXYqKEbz8vCkoRinXnb6fNES8KlNup1o6nR80Q3oV03yhdPpMs72KEkpb06MT76EJtmf1ieT7DM2OtX2MkjXBXCWNA1y1YbY3WzPLXkZ1PrXL5+ZqqDNAr7z7+k3twXhaToNNFzYvnOB4zPha0Z2+XK7ZMvqaLIkpEp+zR5Wki/+evkn/4xb88LP2+VPhdHlvuOldlNyBjhFeN0/KUspOVETobtzY0KOWF1Zd8zt/aWnD4izYtHD2ryIyXcqw6KraXMaNULl9EcPLXhxoS1ekGWi0t4ANrqf1eWiJmO7zV/GEguXjKEVxI92FipOsviwFZ+WV+p+Bl4Tn4venMTVjwdRRg+AdbktHhNWE9Om++7Pzg1+1Qy41KftruJXMlozp4glTLIDZOFno6Bw+LNvxZv2JeZXndf89OMTgGSrCvkxeOGH87Y9eaAQSYA4Qxl8rjltcF6xc6vAkDw92i9IqcJGQlevQ6DW8PmR2/M645Mr5y5tQ6sFzQPeHyDLCf0uiL9SttWJCllOjuYXRbURhQgE9QXX8jNjUnl4RF7ARs3Yr4SE8eM9orkR8gL+2WFMVhEmcpEpiK1+UT+4bVfz1bh1aOD/taxeYJ8cllc746B6UTvDW3hCXRaHGQKqaU/C5qbLreQzE4ndmswOmNUekr0KTPqiqUzbDfkdHaqetsDnOxuPFxfEE7+TEvFr/3pAVlv2DRx/eOfOSiaM/NUyOk1o27YSKAzYww2ybTbjVobqYww5YuhiXkCzjz7s1bFNf49JbTu/v7NuP7pT+m3jfO/82/yG//u/5Rv/Qu/Cf/Bf8T69/8/7MNp1nZbsZzIjw9+9u+V68uFZZnJy0JSZWwVRSEnn8SlRMrpXliyu6dZOZ9ZUmKyxnxb6WmmJeG6V+rlRgf6NNGHuUfIp1+Tnt66AW/JtFcz4zvfwebZn9cPD/TT4mf/eQkfBHydqp+RVruv/XNxjylzedbLl2/Z6mAjc/vZ57RbZezV01PmhV4yy/e+jWVlq53+8sLtJz+nicJckJLpeUKXM+e//teY//T3eXte+Oz5hX7y9S23d4xXH/r+2G6+X/KCPj2Ryon06kNKr9jlmb53qnn6Xhdj/fILUv4V8nwiT7N7vq1O8/ZJuaJ0WE5uNJuyg6DT5EO35YS9fefG0MvZJ9bZ4PLshferb8HjK2cYlsmfB3WD5RwdYceWs/vSvHrlfkEvT94U/BK/1NyjYHRn6GnEtzposGNR27q5/XBwEXGGM25aKseUeQyMAFa6N4qHZAAGox0DzABAQnUCAQKYD0oO2csYITu4n5cazwy7Ryt3FFMPCsAGMjS+B6+zLeQExMAQc/Nadc6Jil8Dwz1D5GjggtVxSAmOuSp2TLS54zjce6URSS0BymgAPhLmsdG1DXMPJU3OzujDwf8RrJm4IN7TBDPg+GsPJBn3ZvxuFBveKGI+pDVCXjLcQxDE+5kDcMEtBIxobAHRw4vCDXstImDdkcG8TAtGDnsnrTu5NnLv3jSHD83dg0MTIwAUgvlhY5CF8FMZdzaR5eyJLkMYYvQkjK0iS/HVNZS2r7SQy9feaMMc4F6EKefwwIHWGz372Tji8w+/mWEH4BL7ZkrtlTEGc8k8FtCsAfA0v6aSA39yxpJbXQyKGpM1brWzCjDPnri5RB0QSVf++Tq1VhTzgfixvvQACOA9yBbpbKMzoUwmbHQu1mgpUdTllxqlj4mn3aSslJLJmv0ZHWsDAdV8B2tyJO0woI8eKUkHwEbIu8DUDd7DpjjugbkxvCRE8t0U2YbRxEEKCTKDM318rYxvJIqiDpRJMMh1WFwHfJ8fJirHmjcHAntrbvCO3FN/QFwlESmfDuSIp/rFwhrRWIgYyQJoPVg3//8GUWi7v5mDyqex6AY+DQnenEhmjOY3f+DiQ5H7pfZYTGIKZ3iEL24UWNxh3g83EApmTi89tOTW+n2j9tHRZIwcTJAU8cSiuFGFeC61JgaDMRqi2Y0ik0c7OdpIdGg+fdZA59AZEQdXenMjNvdPcW8OGx2axTWoSDPUhFlgG0JrhsrOlAtYi0hG6G0LgsyI5u8Mo9L6Gno/RXTyZ4Wt5PmMWvOJU++k2zsmKZQ8kxioTjBu0BxJRIgHQebIu3cWUAXmoBu6ZweSPCPdmoNhPRrxA3GE8Lox6Btmrh3rNhhaPCXFBKN6Q9/dbBcVTEtERXU3b+wt7nmK9ROTUWuMl9AJ1hXByGVGpgK50gdstxbGRZUhE6M3mnS6FcYQes7o6RVpwIyzi7AWWnTFxgYqjP2GPL3j7WdfsM5nvvsv/y2mr3be/vRnfP70le/P8M3oeGxoqlf2lxfg0anxEia51dNyhjk6HiXtex3fNhim6GliKZliHUPZxB/Kqxj5tpFuz3TrNJprOyWTZ0OWhe3jj7m9eWSeCzlPjFIYuTgQNQTVEYdgsE9KmM3eVhCl1+qUx72x33aSZISfk/aV07RwHYPaK32v3L5+RrQwLhu3n37lxWrvlCW7J46BpMxyeoWViXfzwk8HPJPJw5NGmgmNRLeddluRaSYzyPOCinmTpAlyZ601GCEnRtupY7C3QdaG2IaVTsqeriJljsNzeHNm5rRKA0MZo2FWYQx0mkEnN4Y7DJmAEOk6UpY8XeZo8s3afa17wkP17y3TL72x7Nguvr5ut2C0lTuArnOGvUE5IcsZ2y9RjG5Qs+fTThnpDatXSB4nZwXi0YtcX0jl5GDr/MjYdzBPBGI6QY1Y73Hzhl2gWfMJ9DTD7h4OmkBLgesOMiNTR86RHnS5YYkATM7waLBfYQOZF3+23Z6Rh8V9VsprB8xPLvXr6+ZF7MsL1gzaFdsHbBnaxYvrWknd6BQfJ+wXmBe07+h0xnaj9wvQPVoPQwg/mdEBl5uiZ5AW8sAZqIzFi8p0fSErpHkm1R09PbiXw9MTUjx1xK5XN96cp6DddjfDzTNm6hNMFaxkN1Xdb8GMdBmMHTEDMelDxWVaKoxa6WaMPGP76o+r2PvadyQtbvJaJgcl1hvMj/65hvmwQWNoMTpsF8Zb37O6XhHrpNPJ2Yo50yWxvXtHmWa4rowyMeoLo2ZGLgyUXjL6+Io07E4BluFni2Xot6tHPm9Xtqd3vPv5J/TTzF/9rb/J+WfPvPv9H/PF9S1dglk7nPWYl5n0fKU+PbOJsxs0JmBEUtpAGDnf/chcf2+w7ghKOc3M00QeHhe6ixdut2ro7Ua6XemRfNZbdcLmaUEezuzf/jbbh2+YZ4/AHNnjeC1HlPtwI/QjkYd0QmR3eZIoY68+e9oa++VGSp8jv/vHpNuNZVq4tUZtlb7trF98DalgLyvrH3+CXS7IVsmPJ2xxEEdSZn58wz5PfHU68/NmvHAm2RPkhcHMCOBmXG9ozpS1k4r71015okwLSGa/NoZUBzRqpXejro09NS+cZSflgtyucH5432y36mtpPjtOKAnbVwyvnfThFczn0MuPO0sANejVTdcfXiPXK3Z58UjvffWm7XZ1M+p9RzaX/tjt+hd72P4le2lStHvdLDG0UM04Hy1kIkGXf58e40kzmrwWjbxiJDlzG3EZi0rwDgYclAnDh6tHQsyI6fR9jR9fH8dYt/HfMWE9JtRDwo8Oc0yHRG1+rrliJBI4zRkGB25DMB+8kvNf1KPuSIQtgNndIPr+MoINGwPk+LsRy9ai3Rxmcfa7hGQE2MQRVCBH0+xDa03e3LoR63Dp3nE2i3pfdFgl+NW/f+/9UxgBFPm1OMCfQ+3mA2UBPWQRI960N9od6NZdNXAgQubyLXDGwB2IMTfRzfvK1JpLOmOu7tJq4j75X+phyRD33Zv0DLg845AajUiC8jYto4d1QfiOdPOBt3Zo+4bkiaYb9aZsZSLnzDIVr5V7csNqQnrVe8hZ5A7WFYPeBruvOErKnE8TUy5UUWe+jCNJrdz9YlBnYSQyfZ7Y64XWK635/jDNxwUAM0/5xPx5cjdm1nvAypFOlcQT4Lyn6aTamc376pt1mnoiUs6FFOk8IkLG0OxrKKnbXUhOIeXRALUgZTd79a+LnlHEQQaJ6xKglmAukRHCBNd/hyIROnOAZLEv1dAWthwi97XoBspurWHBaCK8dI69LMfklG/2pD2YJ99YU+ZSPMkpMNlvEDqC1CFybBnvwyQJaVjIk9w/9Lg1B2Lxi7x+cRDlMJU9NoqFJEWi+JNwox79/qFFLNgdPl1ziQz3D2SWsDBhFU1uVHTEINlAUnNDwDivJGfuxrAD9yoYG6Nnb1oNR9lScd8ENZpO7oOAoDojdEbSoOpnxFw3P2yE6Z3d0W+n4mV6r4w9Gv6+BdTs+dVSgp4UccsyOomEdo84bF1IqZPzjDsTg1Sh9839YKaFlByZT1p8eQxxFo15lrb1iuUHTxVZrxRZyP1CSg9evNG98B6K2RZofPismIDtnjrSJ78Pwa4Rhw99seWM7QPZm29m29wAuO1kBU0TTWF0p7i5K1FzxFyzx9eO4fInc6OqMTb08FM4tLPTyaN6sUDjfY1r3Xg8fYDkwdobY7+hWSnf+Zj28oK1ldxg0sRu0MvsDJO2061xM3/IZmvk4cW4cfYGWzyLneLwbO877372KZ99/o6P/8f/Eh+++dv88E//CW///t9jH7FmNdH2RgO0KFo9YroFKGtJIbmuULGQsTiNsjcHJYgtnGolbxuT24eTTbHW2ZJwzUK9DTeF1cL46APGacZ2Z7JcJDF3PHlpXtz4SpMnffjpE6a7h6M7Pu1NzjyiZMYO2B57IJOnmem7H5DSa9Y//RlcO23b4LLRnm6ktrF86xUmj8j1gVY3WnPNsJ7PnH7tu3z9936fH//TP+aPP/+CZo1UCrU2WlkYwabK84mUlLwsZISSkjunJ4+2noA+jFo3JoEVZb08keQDN3wNZDulci8AyK4vluSRgXo8+GKKlCan8A9z/xQ7Uot69cM1hQv48OmITMudqeDDmw3Mo7slT35m/ZJTuuni0ptSkBEmqNPiZwzNp8Hr1Ruckt3YzFJEoEeldl7gdvMpRe7QE4zi/il5dp+RlytMJ3QIjM2fgXXz58p8RvoDZCfGyXSG+kRPi+vh6agWZ6jY6oD2GwdCRBU+ePQBwK7e4OYFUgAlvbpHyjzBeXaQriRsqMvsnlYvDtZ3WFY0L1DlbrDNaXHm2VC0LNj1mc7iqQW9e2O339AsjBoUaMwBIhM81j4DGaSEka1PDBkbdvqQBsjlRjGcHq0JmYI1NSsMT+GhG55LKA4ENvGYZw3PFRVnrPXJsS5RbHnt37c7U8T2q7Mb2k42QacTTZVRd//+vfmzUAQtJ7/H++4GtOZE8BFMJSkFq546x8NrNwQVcXPfksCUdL3ysLyG1NnGTn95QaZM+bVfpT09MbaV3IwpF/YEY3pNrxW7XBjbyqbqksrRya0666cUZ6wBupydoSDGqDvvfvJzPv2Tn/H93/6bfO/f+x/x63/0D3n7d/+rmOICOdP36k79RZDqKWZukRxnvypKaOePKMcRYMi+c1R8rVbyulHUhxOpZKx2qhqrCq115LYyUmZ851vY9czYnVF5AebqIHZaFkpKwfaaAzQPae44NN84EyBlqA2mhm74XpI4+5eF6fvfRvUjtj/4Y3gZLid6udHeXdF9Zf7uhxhv4OUNfV9pMZnXx0dOP/oBP/+v/gF/+N/+E37yR39C61e0zPTbC+PxzLheUEm+F7tRXr9Gs0s9C5l0cpNjq5/RN29mRut0Gtvnn6Hl++jD4r4NrZJPD14/qPg+u63uAbavIacYjMkHNOnVKzDo+3ZUwpATcrt6vVGym0vvK1iDjz52AGV23xO5vmApkhJfnf05mn/J4+3N0DLT9t1Zn3nBbYKFUSMdScyju3snIc7SDzNaw8jWvS7vRsr53hjevVUOqsM4Bh4pGBH+70TjfvQOyAFAh6GsRDMc91yiIRtDME0hYRn3PWkmIa0Mb5UAJg5mwjHKl2j4ZESCjE8nca80CcgnjE/9B/g+PECOAHyOr0PM960N9wA72slvArDRXznL5ABB7PAedV8xDkwi5C7RSKoZIt+IEA4Q5GBXWNxPfw4coRvH8NsQhocIBN59RDErLiEdNsKnBQYj5DB+rY7EHDOjtO5eXcOHrxJ+HxL1qQ8hRwxV378kLCL882RMhwNHIb9AHFCRkDaR1Os5MxKJJh0ZW/jvVORmdBNuJPceSZlS/Lo0xIefNiJd13vObiDBcEpTYmp+n8o8kecJcmL0QRsN7VCL38MSgAS4lUQTj23uIs7My57Mc8hOkgg5Z3IS2u7ACDZIkslT8RQzSXerBFSwDnvvtC0MylF269QEp5xdypM1LkvymO6UXJqqnjKnB7DRBxRxeVywrg5myMH2smB5HFHRPUBFl70FxOAYGAP/WTlAtIFErxSmrwE+3tFFUR9yOgLiaxHcYFa4S9jGYUgd8KAdMp5QSIgkejBzNAx4RaJHii1Ij+CbO16S75I7Uz+j3jPi4rMcJri/wOuf0VjWjYiO2KEQM95BD8Q52EryRjM7g+MAXwKOxuNdla6Oxqr5LRmiPlm4X9uMqEtSIJpWTW5KqAO16tMqEqM3ly6YhJGdhaa1Ah7P6MVE6CIDBDFrd3qiyMCYGX1zmlYPs9QD+u57XAr/DCLGYV7LqHGyCaiQU6K2jTYIx/JOmiY3VkqCyms/uETobacFPcnu1zsh0hlkVCpWV3oT0tbI1kh5R+XBU1sOx2qruFnB5gdMPOCQyZsF5E7nc92KeaEpAxmbm9/tNywv/hBpO9N04jzPUFduzbeR7a7fNx2QnR3igkR1OriIAzF3hLE7um8E6LP5YTKcmaQop+9+h7/+G3+D/Olb/tGf/g4bCaHQv3iBfWXSmfQm0ySjX3/lgIPAUCFbwlql2+A2Tcx7ChNbg3Gj91PQ0oqDaGNne37mx//5f82v/Yv/Mq++8xEf/s3fIv3B78G7Zw7JVq87e90pEb049o26FTSfKeIRk5qEXIoTrqpPEiWonn3fGOsWB9dAdkMvN/LrRz764GNK74i+8OW2sS2JrQvranTd6bNg80xaZtrjI/s0sZf5boY2+vuHJWOg3aeSSrhgqyJ9oHvD9HCeVzQNSML69gVpjbbutHVnbBtqSk+Nfioui7remLtSu9ElPldODJR6vfJHP/uUT56vWC5BC/UVLGNQcnHwImUKUErxwz1PDjSmjMwn+hBGbQx1d++dnVx3RGA5L6jMHnOtkzOEUroj2vcC62Cf2fApeHUpnOuYh7O6EMAZDaQAa8MjyWhIKm4ULaE/Hc1jOePw/WV+OWMtI7hnkqp6MzMUKxOyNSSd/LwlIUvCToK9XHEpo0+LZQqulsSZ1RssEXMs6tICOthGsoQ/nnbGPPkRezpjzxc0G7I94Uwrgz0kQKb0vrqsJRd03aB29NUJe3rnU3sFeXRjV6nV5S46Y3SP091vLgt7uro0rLsPjK0XLzQ0Yn9Pk+93MU8raobUjp4mRpoZ7eZPrfqAXG6k8wOyXd3QbHwIZUSazdd+RmZDuoGsoEskkRnQseszxs6EkPeVNAbp4QF9fO1Gq5Z8rU7uOSPTAywP/jzQxUGZ4YwuzgXqzb9+PnkzaYbJBJcrnM++n9jJy4nTg5v12rZ7cXH52p+/+eSS0X29F1+y33w6OC0MFX8mMByMxNxct724VGO7Yfj0Z/nBD/gX/vq/QvrZF/yTH/+3bFqQNDM++xpuN6Yyk14Xmhbk558yTos3QtnNGK0P+q2xPpyc9dk7qXfYb/QoBjUbWGbUjf3dE7/39/8JP/yt3+Lj1w989D/8bdLv/Q68excm7zN93+Lsz+6NcluppaCvXpHFEzE0Z/JcXP9dq9cE5g1d3zbGujo1mkE2Q59fyG9e88G3vk3edtAn9HJhnzPbSGw3N5JlWbDTiTQvtNevqctMnWY0JX8voUM3cGPgljyxx/67Z3/aG117sHcTVgzpmfXLt2hv1NtGu23YbfV6a6/oafb0qecrc1cubcTZb4zsPgD1euFP//DP+Pzztw6mvtyQvaJ1IP2K2eLDpfMjmpT06pEyGnk+IfsOU2H6+GPGzy70/hY9TaR9dxr95eZ+Z+cTKc/uZ7Kc6XslTcWP8aS+ng1o1VPUug9/uF6cCt+d8SaHL06rHrM9n7B9c9lhpEgyn+D64n53mj1SGzCJ6ONf4pfk5Ok4qjF0dKamEyEM6vvGQzSFLCIa55wcvIoKHk3+XCUe4ery0MjycHBy4Ewy09hLxxRZ476P+wAOUQdDLFISj3oTQJI3+OHlqKrkHKwWfOB0D1UNzxUn4LkP4vEesR51avitmKAS4AAE+HE09gGgaHh4BBI04C6DkJjwKyFtMAMx2jjsBKKNGGEXIAGAuFNsMAX03iu4LMEtCAaQ7qCOv0Zc7/fz/wAi4s8ut+ggnng4ulsIuM1HxyRFJHQPvxUJ0Ax29eGvAJLV99y2sdTG3NvdZ9FZjtzBHrddiOtxsGZKdlPf461HOIgG8NRHmJcLTic4aAVRl2JGztnr472iWam9I+uVLsYWYJ0+PjKVREqJPRJz2l1SoSQsJC1+z0ZS9yxJSikFVXWj8N4YNFKtsU6ne2S92aCZsDdj783VAebCZwe+1IHmJA4iioNSA9zTUtSly6M7k39YkA68n5beKd17jJqMMmUWDS/EHGdvkBj82ewSnpwiuATBiu9X78WjOx9Gl8Mb0oEPa82ZkjHDtLuVgrjPjLlf2UC8P0CwFAwxG2DhkxT7Z8S/22jcZfcSgGWAh4I68wrBxKA290YRN+218C5CxMHz8ETy/SzBEnuPo0tKgd8cp4P3AIr4++Ab+z328sBov+DZ/88AoqgDBaJ30MAbjyj21KUw+dD2KY7qymGm5DddkjekIkqyEa7afphaGNoJ5oZ2Iwz4xmFo6AcGgTY5hc1cNx6/12w49StntBujV48Xq3FB1NFaaPQUFMSh/rswn0JWb/rdQySMdqxDChdpGT5RTVPIRFxu5A94b9CyJrJO9D7Y64aqIftwnViZPKqvt7sbsxtkdswuTOkVNmqY6kwoiS4ZGbtLI6yjdkbthoyQcliLydTFpwMWk8hpis/WnGpNIL5zCbQ7YUOwkfzA1cn/vjmVc6wrvHkNRbHnF2zfQYp7e/bq1ygQeI+WDjlWpCX5RQnTvzI5kycln1aHcZvTzeFv/c/+LfJ54ff/D/972uZ0Kwkfl1yyyzTWxjLNWBLa3kFmHr73LXLv1MvOZpX1BHz9NdN2cW2zOcAjY3hDNDqjV376j3+Hf/xf/H3+9b/9b/Jw/oDTdOaqFyBH8xyazN7JIox9Z1xv1OxeJ6mUu6v54R5tsWm1ZNq+UdcVzZl0nkEgn2bm16/44G/8NR5qY/rpZ+Rt46vnJ/S80E4z4+HE6I09wIFrUh6XibpMlJwd4R/GiDjkjiClkJun2+QwRUs5/CrMpwhAeAkZu/iDte47ozYO4zFojGrcPv2UV7/+A07f+xbv/t4/oK+dlJQdeFqUn+fOH331NRfM0xw0UbiRDGwujO6AhoxO1sM3IDtgmlxypKlQ0o1aMqMOMhvNjNv6lpRek1shy+7T8bYxppM3eDlYT4drGubMI1FnSvUWTJNvUG5787NKi3/OKKjpOyKh6c6TF9tWfZ0wfI3rL7cunjlh1w2b8CZj3+B8guvFqbHLAm9DCjOHlG/1mFkpBa7NrQVKcQZjLi7v0Y7k2X0OXp7dDLIb+vojbL8BgQNMj1Arul0YdkNqcVnIaKR2weKhS79i0lzyk4y+XoFM/+oZSeo+K/tAVk8TYZndd+NyhVk8Vv22+cT76RpnoSFt9SI5Z6R2ZE7I+QF7+grOD9iGW22lgm0dlUGmUBm0cUHHA3J754zLDz6A647tHfbVGSb5BHUAG2oJs1tI1bIb6E7FBz6tkqbFUzCuN5fAJIN2c6z8uXn6kG2wCrI8OAAyhv97xp+rU4JFQTM2YlhQ9/CZWN3na84uCfz2x25YXZ/geoXyiGRgc/Na+g2KN6qGe9dYjc+nxcFKDHl4gHpzY9BxgDDFYxdr49/4X/27pFcn/un/9n9H3XdkSrBv7nk1ZU8Yu+0sD2en8e87lIXzD79P6u4psvXKJgZffOln//wYRZyb10tJjF4ZdeOn//Af8ff+27/J/+Rf+y1eP37Icjpze352urUmRN1XxaJI031lXBP7VEjnE2me7xNkUUVbMC1TQSc3Cm83l7TowwkEysOZ8uEb3vz2v8TDVpn++M9I1xtvn96iDyfaaaa/emDUSjNjFeWmwsOyUOeZXLI/w7ph20bbqxfe00yuncRwJoAIqcSQa6SY5kn4GMUQxQZtc58fr9+8Bho7rD/5GY9/9Tc4/eC7PP0//0vG6jVUFXiSwc/bxp/+/FOuoyLTGX09wQsO2D/+invDnN0MV62RU3KJVhteuGuC85lcvibLQhtC6jvDYP/8M/RXv03qE5nNB1DXC/bwwGjNzZ1rBWkc5ofSwoerhVfTrXmNp8EmXG+M1Y2TJQ/s+QX5znfgdn0vMz6dnBV3vbos0Tq0FVnOf4EH7V++lyHOCjLB6o4sZzfF7C6jySX8Maqho6ISQEv4jhwpJ2aEVFHjkRzgJu8bSfc5sPugRCAkQeLgyhFtO/ydEXYBQtTlgOK9RA9JiokPQSzSOzT2q2MZIfkimvH4726KaXdphwy7D9EtyfvGU/V+lYb4MyhpDoaHD7kcRDFGiBzeQxwWhrPerLt/4HsJwZ1rM4zeu59f6n2TROSrm+Eew3b3YBxOL+SQ3Uj8CeIz9DgL5P7OHWwyN0f1a+MXQ8MywS1ZjncW0c1hlZC8o3bmRGvkvZKaJ/DEL4gBb0z6o3Gnt3h/3YcbCe+BurPUSQGYjpDxqANo4+gTRzo65KCGh4+MGSUnkg33r5ocoLD9xrgqqyp9mZlKZjJnkteQ7o+QlY27NMylJlmVMhXKFP6Ze2WvO9WSm8GaItJQVefm2uCybVzWjdrdHwVZvE8QH7KnrJ4KE/fHW2SPS87F2VqNHq30IKcMw2VGaRiFTMPYwwRWSkK0ONsxqQMLwf5J4uCJxxi7f2A3DpTQAXYbzszBwTLREUARjNZjjb/fj3YwPcw36gFYeAbJiKAZsNYY4f3jkdBOnJDkcu3W3JSWlELR50bMjrUEGJI0GP+x3uxIwRp3TzQxcTUFEu9Hgucx6LXdGWJCpGPZsQ/CaMQIsU00cfb+vPnzXr+4sawKVHH02d1JOcxZD3fdu8WMvv+QiG9UQtZzoKsiLvkQiQx682m6fWPSfCBUPWg/ZqDdvKjrblLliwAHIFoLp+7jQpibzIWhkTCgDiz7hqQaQwOFDAqfaugWW/MCTEYAJIYcxqtpdhrZ6A7AYH4NLFDXDkMzSXa6NmworXqOu2m5UxlHr3RTX6RzyBfkzG5GMkV7da+IZIhUpG0kq6hM7gEgBkS+u22Int1vJKa/bszpQJDpHAieTzepfq3oO0HF8aJ3HPSxwWjGSLC+e0KALlF4W/cmNU+ghDYZB20kYYGmiuFGjskN+UwGY+tYP+hj6rGfKdPUePn+d6iffk4zp9zptjrDQpMXTimh1imn4mDiwCfN755Z3px5+N7HPD9f2K4rt/OCjcEiHe3NJwMtR3Rbp4/K9uWn/O5//F/wnR98l49/81d5/M53ePv8TBvDJ1w46GCAzhPJjF4r/bJxGU/U68oiYLM3gvOoSO2U+QRlovZGXzc2c+aFJYFAs1++eEdaZj749ofUl3eM5Oju1hotKTT3VdgFvq5GXqs3TQizqiP02SOT67a7I3gWckTkpQAQxORutN1rI1LSGWxYRCtb0Pkwc8OoPhjrxsuX79huO211J/TeKvWzr/nxv/+f8rs/+TP+9LPP6cMgGZIgpRPSdzw0r6MjqHNZ3zvdJ59YYGEOWRZKrbQhaOsUy7QB297IU4CRCTQ56GfdtY6CT6IOGp9ZdwbUHikx5eyGy2ZIDTD0tPi50itWTlGYdZcJWtBLJQeC71OZcfz3X+ZXLqAbtvs0n3mCdsPWC3xwdjbEyb2VHE1oGC2KpepnmwBVIFf/GTaQ+QwIbCvSN2w6I+FlpR2Y3AeC0WFS5DqQ04N7nKDOdisOfOvthhFFzdjDtkodIE7N4yiv7gsypPsZtu2wV7AdttmnpykhLy+YKDJ2Z4SoIT3YFqcH9HFx804y9tKxxzl8YSZYXxCZSTxhrqKntR1hQh/O/vxZX2Li1oEZmps0QtQ1WkL+6JJA2Q2Goq25m/784M/O7qlUsldkekCWkLpOD17gtx0rUxQzmxNFawUOU2a4C43Fi5rhekPsdmGcH9m++Brw6dQoxf0nendDTlGknyBN2H5BpIBOKANZXN+NzpGi1bGXG4Mck0uf+NsyU4vy9MNfZf/5JzQNBtn1hrRKKrMzhvaOtEpZJveGWc7QBvrlO+YPX3P+wXe5vH1iu1xZzw+AMPeB2M7oHUlLTHcbve3sn/yU3/s7/2++86Pv8/Ff+T6P3/8+7969o+GAUkKciSRCmtX9C/ZKu9y4DaiXG4sK43SC8wlpDgaV5QRToVb3hHI5ohvjy6uCaOLy2Vek08KbX/0O+9Nb7Od+Pm61+tlfJgZQVXhbjXRb0eXkjUmKIc4oaK2020Zvg1ESOSmmidw7Ym5gqTmYAvvuoBCCccNa9+ZMk99661hKjN4Zt43LZ1+yX1fazRMDR91YP/mCP/w//9/5/R//mJ/88Z+557dVT4+bP4SXF0/GqhUdA0kTKYOOEX92xrLVhkwz6c0j+csvSZrp7KQh9FSozxfy8kDOE1kVXSZvpmpD0u77vxT3aErZm3uF/vTO5RMffxQePJ7QNcqEvP4AyQovl5DxDLje4IMPkG11wLwsMJvLyvfuZtf5lz3e/sA8HJDy4aXCEE//oAXjIhqS7OfInZFxZ28IovkeSSrfaCij3we8N7DhMh3jkP2MmBC7U8Hh2ScxCBrmkvEULAlvzsWbaBsBVojXpMm/xs/mCLoIgCOQifdAh/mQxpkAzk5wpq/X10Sil90NMz2h7ABPHKAh/kyY3zqwM8xhlWHdZUcS7yMAmoMZcY9+Dm8I/z69swdE8OsT/d5Iwfs5BmcDH1YeconDlFOdjeNfd/gHmUvAY1Au3RkJbvLanMl8xDC3kOKo35OEgzpp38n4oxAV2vgG6BXNqaQMmn2QFdccjmYYiOtzB6jHAdD7+XGk2NhhBHNcL3zIw3GFZJBFKCokMWpduVyMdRhjWVhyoZSJkhzAqiasrbK3GNBF7xhhv96Lxv0dARq1pFQEbYIl//u1Vm7V038Ut2nwfeQqiFw8XnvgLR8SRqtATsqpJHQkWt8jkdSoAcqJdUoQC3Y6Y3ZzdcMHlDlHTLFIsLW8V/fBpUc9p+E9wghlSQ92SA8/EtUD1wxZS3iFaAAbMrwC1+LPNau+thwU8v01eqPhA1M91ibQuzlBoQcZAmfvpHEgF3JXogjBgIuOJSBXT+e9Ozfjve4BFEJEYouDW3EWmEUEuvj17KGPuxtjB/Pp2LN2JAX9Aq9fHERpju77jbGg6h4HKnEwdZopOvodRVXcCHZYinMgDqwRB1HEPIoZUsrdV+b4viA/OcUm0CY19cjH7hdN1A2anBkygOLgjvq0UgKVFpKzJcI4FAlWDATaPqANcgmaYZj7EKgaeISwoyTNvz4ohl6oOohA+LykPDHtgyEdbKW2hZK4F+cSzBqd3ORysCF0zDKqE0kyNqmXnbb7e5cF6YL4iBbpV1TPQLA8tCAyIWMnTRnNJ9dpB6vHDxkDKd40RNoSvaOjMlJES5s/ECVDrTXAk90NqJA4aMMwEnNw4mAN9Uo+z6QyuQFTW9HTzNj2YPAkhrqDeh8ZxmB9esd/9H/5f9C//IJt3aFuXnihHq8FjL35RDBPOBVRkKLuAH6plJPw6uGRlDOrdbbrSh7mwMIYbmo2CpInrG3Y7S3XP/odfuc/+X/xN/76r/Ld732PLz/5hJfr9b2nSO+RujCY37xhniY2M9q2Ul+u/vB+eEDXnZTgYZnRV6+YDLZasXWj1Z2Wk09NRkdqZXzxFXmZyaVQhvFmmdB9Z3QH0HYVWmv0aWI148utIi9X7NR51MREUFKXiSKC7ZW9uqmrZecvyei0PkiW+f+S92+/smVZeh/2G3POtVZE7L3POXmrW1d1k02RYjdF0hIo0hQMwYJtwG8GDNt/gg39ZzJgwDZgwIDlBxsQRVikyGa32BdWN6u7qqsyszLz3PaOiHWZcw4/fGPFPnxhVwO2RCADqMrMc/aOy4q55hzjG9/lZp7qsG2u9dDCndrFrMIcby5/lN7ZLlfqtsk/COi1s26PfPV45ceff86b1vA8kNKA91VYZN3wMsY0pwsBN1FQCWQ3xQTHw0BumA5s9UrPBwaTzGPdKuVyYbgz2jiSu/YD5bsH1TM2aXd0P7ZITBoGrfWbsVSKQvCZRkrOtLrEpKRqM82SGgECgN1J5aAp/bf44W8fdYL2RQDYJfStecQXh0OWYWtNYFVmsqsLoB0DYLeYjNsI2xoTBIGotnR49Ym8CNzBKvZwUEpWKgIUksHhRBqTQsNaFbhdMr5d8dMdvqyKSd42sAnKSt+iaPeC3OKCTTlM+FblsVMnyXF8i8g/g3KAehbjZtvw4jKt9Q0ui3xUSkxJZ5dkJg0k3+g07HBHmhXT7L7SYojA9R3m6610F8xyxXbDdZqazjjBJVVwvHZNm1rD1hW7O8L5TLq7F+hyOePZSIcTtlwVfz7eS1LYF0TplbeQlaP2tgLWXfKndqWP99imOHq7f4GlxLZeIY/0usagIUDGMsrrxC1iZpO+p5rJp4lyOlGb05cz6eEBv17pSRG9nYYF2E6rLK9f8//6v/yXtC+/YL1u2DrL7M+MFOekzyvp8kif7mRWiGE5kbeN4bpQXiR4+ZI8DMy9sVzOYmYMo6a8yxWflCzGOtMfX3P5o9/jD/7Rj/ibv/XrfOeHP+T1T3/G0/VyY9XSO75t8m/66BXj4cDaXZG8T2cVji9ekOaZXBKnw4H08ILBnXVZWK5X6rpRo9i01rFl5fzFV0p+GwfG7rw4TqR5obdOJrMmp24rbTgwt8br64rlR/x44K5kBiKC+TBRMMlM10YdBqZBk0V6g23F+6DBRlDlu3uw9eT95QQ7xFVPtesV7536dKEtq7wFUqIvK2t9xzfvzvzkj/+Ed+smad/pHn98j29OX2b8cJDsep7J471MDnOYT3vFDqPYNOtCdmd89YL2+g09DTLB90x7/57FEuW7HzMML8i9SqrWkxov71g3gTeY5DeXWYzCl/fhGSZ5Eyd50VA3bOtiLw+F/vSk9bdc5St0Oumz4ho8tQ178RF+fvofYsv9d+dhO7iwDzAkATE2UjFajcGpbzTXussJIIZoXdNii4l3TnsiCZqU4zEw/ZA8quGgO/R9H8QiJUcvtxtOOvpdNUS7j4HLTj4aop2i7ztsElL+hBrjHUBpt8Qd2Ds5j5/JSakfyrQIE8rABYiUIQEoCLAwv8mtEwSAGdVIgDp7HGsyMTJwomaJ9xUBBJ53j4aYlAs60lW5TdSjF4qrhTmZpCFmACTChEKWRLy/3gNokgTjJvnfxILIEHKZ+BxJTbS7U93j+2p43cjzQlpXLMJB9ndDQLcpZ8ltSkb8nCKgOj3LtBhDPu2FZw+NHkEKrr7E+w2I2v1pbkaW3thP1l1muoZpaG2V9dJoNXxMTkYqo9alJUZLTNa5emPtsVfWiluj24HNVR8L7Ol6ndbEbmuVSlIEcut47UwJjJGdoZGy2CdD0fvqTcOJ/WN2dzZ3Vkv0kN4YjVorm1v4rokZteVEzWJVqK8z8hi+LM6NJZlSYsiJkhI5JQpgRXLPrcZwJMCL3tot/cl7fGt7HZzsWYqWkhgpiOmUw3eH7rQP7AOtVTFIAjQVqcLxkGAmApRMe6yygNK9T7AwLg7HH3Y/oV3OpT3FIDxYMOEAHsAmWw2fmrC6jWvTg+1kplpPTKCozyzJ09Gf76a/6PErgyg7irY/sbajHhikLNdsl6TcfsvRZNdCx2fPxfT+Bm1HraPRCSQYDwTUmyZbgU4RkWnJMp7FGkkY1UzU4JSf0Tdzei5Yj+YqJXllWInXiZjTzjPlbHdavmm0Il4ZomDcJC9IBmtENHt4pAwT1haYZAwq854xXPwFGtTliiWLmyqT84S3VQyadKcblCwNdQmTHJzOHWwH+vUtPmQ6FWcIv4dVgE8fb5sOSdSmNIK54a0I3O5hAsym69xk+pWGUU7f3kW5947RJCOq+ncvMvAVTUrgl++RZt5J26YpTtJz5JJoy0qvTptnXY98oNdZYEx895YybWn8+e/9EanOWIdc48AbhxtNlLpoA0hBB+sryaH0xng8MpwOAuPGBOZca2V598jQWziJZ/p1IY2OMeCXd3T7Be/++Pfht3/AD3/rr/P5n/yE67zQywCYfA9yoj1dqM0Zv/MdppxC/1cVAboVmjeWoTB89MDx1QPD6Ui+nvHrmeqd2Y3BdHjIn6diCzfd/GkSy6R0OJox986C5tNLztSt8XiRoVQvmUPOTKmFWavkZOtl5rI4y1Q4lZGJRsFE9exCnHvt0DdSGUKz2rTJpfAl8g4ljJms3ZDptmxUjIWF15f3/PzpPXNrt/Upp/SqaVVdKcOAJcVd52G6FTdgen4EUuUs2d44JlpTYVCmidadxaFUReQVhtvhqUM1gFgTO6zbSNo2NfY9TH2DqocVgaq2j68M900T3TJA1fXQo0MuMpPLsQa+7dPI44SxgZ90oFXDbIbhAL4IhChKtSCnAEMqTBMUw9Kk/XYY5MsRrA5q7EXHmG71iEpfF/z+AGTYztpPphGGk0DIk2LsfdsgZfqa4elJko/BcF9hSMBArwt+d5TGeRUjgTDnI+SonjrUjN29knKr5nDJv1OjeRhlHH09C9Q4HPF3i14jzO1sOGDnR/zuXlHHyxXKkVpXINF7wh/fkHrF8hTF/BG2d6hVCGmCZjzkrD+zPdY5DfR6hUkSUu9F0p35ImZQq3o/fYZIG8rHgqVKXQ8qirdZk+Jt0eeJBjofJmiDYsNxrIdhZ0qwNcyrfI+Cgq0BSQsDaxUx8ro46BzIg6ZU25XeE+3pSWD08Z5+PYdUchFroIy0ZePn/+2/IM9XcCPXoN8ejlhdtRdtMzaqILXxAG0h10qpK8PpxHB31IRqEDV53irru3eMXX4Bbpl+vZIN6AUe39K/+hnvfv934bd+gx/83b/Nl7//h8zXK20YBeStK1Yy7fGJ5s74/e8z5oy1rr2uCQxovbFMA+Wjlxw/eclwdyKdH+H8xIZjrnQH903XpVeZuV7OpFw43t0pmQ7jACy1saBkiM0Sddl46meGLnPUKWfGZAwlU6YJauN8vrBcrqzHieM0Mbo4P6l1sUqB1ipskXoTxo773u+WJGMecgxaqvb+nKnLTHNjbTNv35354quvWZervpe64cNAX6/wyafY43vS3Yl8ekXOkO7utEf3qsngUAJ4XLGHF+R3bxlKom7Q+0o+TUrbs8yyuQCjnMgh0fa6wiifLLFZwe4fsKcn0uFE3xa1lxaz+qHgVwGDpCzmynJVm313j52fBKAE+5SDmHXpoHs/3d3997fP/rv48Kglw5vCcZlgpkxbV9zDl4wh2Kg55CZiA+SYGHtKIZFH3z8pgACIKYj20W43Kr+hpurWfMWgRwUokrhkx5vigD0GKz0kOhKutQBG5LxiHYp1iowRBeIE+7yixha0rRegWMJSyC12WZK5mOQEY4LgzQQjxczlTxQoi6WklNBg3yTTjm/BppDs4gPQJv5HkjRKhrp74wjgN+YOlsIHKeCTmxmmugaZ6spDz/M+MFN/JZmRWBC5uxht3sOXUolA1fbpf6MnJzNobt4DmAHorrN1rTL19kRdw4PFka+OC0RLQ2Y8Kn69bbJU6FWeeJJNxVrZY5HNNNBs9VZrWhoEcGQL9n6K2i6jdFENv6035V/g9BZshO5KAsuSZpbpIMlogFV1GLS+AzTcfUXqVplnMbnnVqkRmiLFRRPm3irVO2PvlAHcMsu80POApUTZmeKlyOqCGuAeOJnWnHXdyJYoKFQkhS/nul5hXRm2rr3YGpsZOTgsKSQznUhrcwF/KbkStqLnFBvQaZZpNJrbzT9KuOQzu+cGyKVwALJglMX12mt6GQCr3hbrJOQ4OXp1ZJgLSlFqQY137zJ+DtmddQE1YpY8M9aEB3jYMWj46vuAtGufd/foU/WeLYAfXRPFSSuRKLyTHK2v8MrxQGJbr+zyvlZ/tVTOX52JogiaGyBBCmPS5JryeY+mJbPTrGQK+/yF7KgpQffXjU78Wb+xULp3FTv+bM6Ud3dfC21coFTE5tgxyBa59BAYKtlEKdM0somdYs8XOioFYLg9v/dNhURMvJ2sAr93mY/lHFQ0f76Je4ASmBqBArkYtragtXUhtnFI2DBS8kDw7WIhtNByFcUsm0N2NR1to9Op44nW3tD7iWYzfbgXQttcBodDjqYx0zenrpkyGWnR79M84PTYlM0j3WXFbZApG0r1sdbpSdfY+oZtMu71puztG7rtPYpySSXMDvKhWaJp90CmswyARWELIMGc1BRNVb/5gmTG0GLzLKPQUVfjTdUGakNWs3yRFCkPA9NwwqxQe2NIA8fTiXq/UeeFup4Zug53XzueCjaair/twvX1F3z++jW//dv/Hr/xt/8G739n5f35GiwmrWDFv+vzDqXQV+XHy4ZU12S9XHlyqGnCzjMb4GWg5Y3z+Uo5TBySY8WZvIMrcjhlmT4dpgEz6R5XjG0aqJZZauUam0Jundo6Myues6aZxyNDydTaOL97zzYbbdxYx4JA7xpUQEhbD/R3k1t3pAzVLNMwL5DKpEKoowjwiN12jKVtfPH4nq/XK73sNmamAyeZAM9h1EZbFAmaunSvPUze9LMBatKwfGLsrsn1VrFWyf3Mujgzr5hyYrx7IPuoaUWXl4YlFSi9VdwDCPJ2o8Du1FDdd1UlQ1ICircVGGMyKXYSvUsW1KOZ9Y1n9ta399GLk3rBFsWZY+E5YxuWj/pvkpr6Pgj0OKZYPx4Kn/DI8CJJTyrsyQBuApw1cWgwhYRnl0tOp6BCG17RdhmJIR7gKMOgKNTWsPIJNiS8FBXZJ0XD2/Gl9n5HAI6LtUgKoHgs+OWsZI75HNKWCV8v+HXBpjsoA31WhCzLqtdeF03fsmldjqYpd683I2aq/r0NB9LxSBqO2DaTnop8odYF3DAmbBqwUT5XpCRzzesjfRho15l2d6IvFX/5Ah8GARib7gWSjq2+VepqlOlIqlf6ANQusAuXIXjdpH9ervRhUjFsRXt5rXrfacDqAgwqcNcFz0OAKV3THrrMB9cNpkmN6upqyrvjU4E8SFKCBSob0qTWsOlI/cVPJUVZV53H0yF8tbTn0xRbSckaTDzNMSQYmQ53WCpUr5Q8cHh4QZtX6nylrouI+1WSrl5G0mnU3n95z/XLP+eLr77ib/6dv8kP/97f4f1/s/H4dIa27ZZrYstHwsQwFLxr70+m7cNbZX170bLKI/Z0ZTNTzHNeuTydKccjNTlpgMEd1kV+KWOhtA0Ok/b+7mwY292BmjLrunG9ztJxb5Vaq4rPMpCnkcPdHUPK1Fq5fPOG7TLTTwe2w3iL7VQUp+SSyZ3GTC6DjA0LkFLUT13At3sYQdbb0KWbsawLv3z9DW/evKNPB4Ev4yjw7e4g4PnuDvNKOh1VDC8r6XiKuVlX6lwpSs0xJ3/6CYWN4f1MDTlRWs60ubJSWUtifHhFNkl5uzdyDhPFlBVZvNPVadgWjFsLc0RzpRtuizQG0x39ukjyZmCng97futJpAbAatkoqZMO3G0C3FIMfRKlXMmeGtlCyDP2VhEcwxncKPjdyABAeGMHwjjQdd1NcvBFAW9SQUZ+7mSTbSSEFksioOb/Fn3o0s60rijcTQ70wY03oPbUODbE6IrFnN7x0NyWPtMZAZDKE1MhQc9hjgg37MBjVIRD+KZIl3NJIzIKg7s9sGJ4b0xR/1m6JRGrmbuccRBQyz0CJrg67Qad8uz9g2wQwszefeDA8XF4njrxbdCmfbTaJ38tZTIW9x3JL1C7TWzF7oLZ2A7oE/sTnaQK0Uxc4D+stMpYdAE05JOqJacgcpkRbjW3Nkq30XarkGnC0rL2lhWphv3IejKMO1QxPhof6oNDJN6BAPV7fAS5zUq+kuuKXxDYMbONEOUwCSnqnbo3anbV1keprpyTV5KozPXo4Y2sVdw0ecnhnJow8ZHI2tq7r3baVNk3qgVIJWUkPaX0Kng7U3pjnWaDOUG4+NN21b/oiCWbDWUsKGY9LIh8/K/AgoouTfZDIk4K9o+8xuTMYuOvzduN5uE/0tPv9Abd/75Z1X6dnCdjOQsGgx02v9dvUT2f5nBgWkqzdW1SsohTXJONilrceOICIDsk8gJV9jewoSICKEbdMADzpRriI+yh8gHRfSvrXPabDvQeO4mJj9VDb/P9FztP7MxPFHbqpcO1bmBRl0YKNEFWZ7qVUMPptc5XOr8biCeQRyQl2CjPGzQ0YdrbJB48dsXWjmWsqFlQcbUbyNvCg8eRUdNOb0G+th0CcXJskLVCn/UK7AAdNKVdtPCnkKmFiqcsnBF23TxeAshtkpYFU5MyPxSZsBiYDxa2tWOoy/hkOWF80HRpTNHMd8/AgSYqDbu5Uu6OVTKuNngOYaVUAzw5RF6FzbbuSU6Rb3Gheagytr6RSgEQ3DzplULPo4YPzhPsBSgAZOzUhcrn9dviBeb4dUJ4QSyd0/ITDuNft2c0cC/d3U/HjjzGR3p291dR2S6S+iuVynDDLFBI1CXxKOfHd732Pi1fm92+wlBhT5u7uxNw+ob5TkTlWNWt9vQqgCiBp/fnP+en/55/zwx99l7t/70f4T/4UWxbSqo9N69j9gXQ6kQ8TaRwYcdoqoCmlfTrjrDj19WtqybRtobuRx4laK/N8pWZpab0UBochVUowopIlAs6jTAVH63ZLzpwPyjW/Uc11T5RxZBgFVmSXj8fb+UJtFb9ueG3U5uRkHA8To6nyt/0eTQgAbUJ0zQO5tme9b08ZH6GnxPvV+cV85UrXHrB/XwE0Wqwngv4qRELbjNZa7B+1ymA0upRcRnI6SyKdEsP4grourJcz83Rg2BZNa5ORypGovG4bglgqJQp/rRs5YYF7EmsBbobK1ruoozU8ndyxVJCl0AJ5YmekPhvIfTsfvobNXSlim1CeUy4Gw/OAXd6DZ0113bRPDpOub1/gcJCD/7ziFJhXpWl0+ZRY1+Tb3cJkrIuJiLS32gtd+9r+vtzhaYYpY2UQFTR1pZussw7kh3v9edZ54K2r8SpxVpjR57OO4570c7th9niAy1kTizyJfbAtOAMcBtguAo6aS+5UDoqW9Q2bRtLTRmkrjXwrQvGCn1c6FUsO0x3p7oQ/vifNF9JYcKuwiMXYt7he3ejbTB+ONEviIS4zvjk2X+QTts7Y3Usoauz7/IjnYzQb6Ho7WJ6grTLqNqPZgV5bTFodz2JXcnmLD/eaQgeDwov2pJ316fsQom0CN5K04d43sY5SmIyHea0wuC4wPEvCYW3Dzu/U5NZF322t9F5JwT7wkuF0JLkxkNhcNPyM8Z0f/ohr31hef0PK8ozyhzvm/h3q2zeU1klther45ayBUMgAtz/7M372X/1jfu2v/ojTb/91+PEfY/Oi/TSaFLs7ku7v5EsyjQzI2NZaU60ZktatO+3rb6g509aZbkaaDvi2sZwvIetJHEtmxBjCaNPNRHU3oyQo08QU67sm4zQUyEbJRRK08GgohwPDNJIOScmgy8q7+cK2Vfq6QmvUKlPG4+nAENNuy3nXMgjkIgwlu5OGIhmtaTDVUqKPiZ4yT73y5TevubLhW8KOh9gDRux6FbuxK2o8F0n8bDpob50mNIzpSsI53UNKpNYo96/Ib/6MbINI/vevlIZ0fmT5+BOG5YodTgxAun+lWi7J9NFLEctqOgjMbA1YsBYDnlbw80WMiU/uoTZ5CR0GOJ9lik3HRqWO9fM77P6VJKdGgI7f3of2g4HuFaOTLWsYlwrmG3ka8JZ0b6cU/mrPw021RggI3YtQjD2RBwCzaJxzDE49GqhofOjhexY1yd78OzcGRjyRpuo5QIqcgWi69lokfEIkl+lU1AzKu0LT+53J4EAjkkKqJvUFxdMm7Mbeff4YFhKBOC89WtAuyUNJFmx9D9bM3qtGfxB+EHtakO7MMLjtrlRPuBlksjNYcHYTfQ9WODGdF7iSKCaLhRbAjO+D5GiYxdoB0n7toiZqim6vXSaj1ZU8szeZYiVE+tg+RnbVdIaupcd53utG6hmWjc1Vv/cdiEn6PsTkyQIOdpZ7KjH04saIIEA0hZPEZxlC8oOG/ql2gXQYBad2DyPczNYrdb6wXEela2ZoVX1kMgFYdVtoXWzN1ivJkxrsHVwwY2mVrTlmGggPqXDpz0bDvm0MKdF7p/aG+IY5apiEWcjUIyhi7c6S1X92jEt1lrrhbaPURu9OzapJd+kON7CQSH7dPYjSB/+zANTFzNozGUokbrXdF7TENY4Beb/dbXZ7TWEm+58nHPkRCgDZDYN3xgpiiOas5CIL8PQDWc7+fITsL+VM8h5Daxn9WgyBDRHaQIMNJYCmCAuJFKEhEn8INUMkmt6iw13Mm/1a7OyzXqv+LOXbd/KrPH51OU/XlNAp2gzRpNBbl2HXHtGlU1qFq0k60ABLRZQ2iA8xgAtVAxUiQpejKTeLolffdvN2AyecrHEbDsEFgBbRUNG0xUaT0m7ipAm4pur7JrziHnQej42jVm7aSjMdyg5uhb5HWoaRru/aqTV8TdzZzY9k2lrjSyzk3rSAbJ+Aoqahd/o4qUCtTkrTDe3EilBch1YXusNWq5DhstDzvWh6JNxmHVRZca7WuyaGiKrb00BvVzWuvTIkbjdVYxPdLRWdcV00p15rNESz1l6VfIIMhvwKunXcg2XgVVTpJLNcw9Qg3VDCDWHJ8s3JrovgIHNSBLq4a5LrdY1m90DfGj4m+nzh8N3vc//Zx2yvHxkvM21wXv7Dv8X2x3+GvXkNKTGMIzkPlFxYEixffS3jpTRAu8ISm8vhAPXC+csv+LM/+5z++I7186/I5zOlVU0wUyEdDgwvXpCnAWpTWtD9PfVypq4bvq7aSLYNc2NbN1pbGfLAR4cTbeg8Xc6crxfet0o7TpxywbMoZPsmQY1rgNZSssRYiqKJTeQ9N4FmQ86kiBEc7o989Ovfp//rztOfvKM3obitbtTayKcTySEN+WYalRBzK+eElSKqWy+B5KqQaetKA2rKzNb5/PGJz68bjUHStpSfQcMyqhkugzb4rgm1kN4GzWJiqPWwS8NIiVyMoUzS2baNXheyJbYMl+s54uUqYwFLWTGfkdBiwTbprqLJ8vh8H3p44QwjqRx0qNdZaSXeAxDVnmNexTpJY1BHwZoMoL/Nj7R1sBU/3MExQQ1j1nWGwwOsKzYMeD5q78+mqd/1LB+gSJ9xMzUx44inFsOEBE8XrBgcT/JRqcEIiqLG54vAiXKEU8GXBdsWKEf5XGyzaPtVTAia/G0kMe0CCOoCVQdtt4xdZ02GfBED73CHXRXJLHO9ER6vMqi9P8D6pP19OgnkOL9XY//+HXZ6KeZWyZIOpAFfZix1JQvNM+6Z3jPWZjxNSEe+wukz+cx0ox9fCozxAc8NW6+i/i5nyIXWOnVZ6Vbppxf085VeJvaUBu4/wlHSGccDKqSTomkvF5hOpC0Sb3Kiu84cUb1HyXfWFS8Dfd3AE355Asu614cJsy7D5kHG3eRJqW41fv5wwBed6jYcNRlKFp4qTVOn3kieZPAM7IxIlotKtlLksdMrXib5V5Uj/XLh8IMfcPeD79G+/Iby/kIbnRf/2X/M9gc/hq++gjxSTgdO40gZJpacWH/5JebGMGSYz3BxNQuHE8xPXH/xC376pz+lv33N8vMvSI+PlLrJkLoU0unI8NFH5MOIb40yDtiLe9r5SZKGZRFgsq3YxdiWlb4tDLnwajrSysS5PnI+X3hqlX480IdCd6fsOnd3saO2GqwQTRCHcSS1FvLkGEJtK0MZxCLEGR7uePmbP6L/vvP0+z+m+0qyRF1X2lbJDw/Spo+DGkDXPH1nIqYyqHkcCvuUvXunLwsNo6XMQuPL12/58v2Vlie4zvhJEm+rTdKr8OhJILnO4aBzYV1VI44hNy5hKjlkZRS4U44nBndRr+smslJPLN/8kvL9H5F6w7xTqgyG+3RUvHZKMRAbdd8ej9h4uCW0+fUJHl6R7u4lAX18xD79FKubTJIPB2ye1TSMB+xwL4kTSVKl7fI/xJb778wj5UJrG91dBtExFJFk1uQZEQ2uRYMp8FuVXvdGSWIBqxEj/hlgQwPC73BvrHZzVotpcYph5w0w6R5NmwCERLoxVXb2iIrOdmsB3XcAYU+g6XiPn70BN9BS1C1uN/ZNdqcY5ORqOm+f74Nm0cReuc3HPZiJXQ1mSsYefbw/5OfgAlJ29kcPnzqIiNjd40H+JX5jmeha7amLZuE9FsCKuYx0fZfEmBiIyZ5lEfFOQ+bkMYfegasAwaxJvosSUgpRE5kykerWsbaR1xX6JvDR9ayWFK0rOY1AsrQziLoifM1dkmqThCcFKJJ6MB2ShnREOo0GdkkyYVz+mIa8XzoxcJZkMNmgUNe4XKmtbBXole6Vermw5oFeBtIwkjtkM0oqVJMqwLtYEzkXCdBMQFfKA6UtLBXmbWMLJUZKjSkXhhLKhybJ0tYqY+83UGY3W06WNBDvYl94bazbplocyK3SlkpfKyUYGs0EHFiKWOmcGAJkT9G37mbGOQATD1mQ799rAHdaG3HfEn5FXQMSc3mPBRSoNWg57seu8jnWPjvQkSSF913tcBui7uta96okZcHTSpIgObJJ6LarF/TaLeS9ORetCTMN5MPrRbMBMZN6QqSKFHtGVmoqbvRgjO3g4u0zhC/NHuWM1xiifGDw8m95/OpMlH17iNQW867D0BUPKmpMCpbBfpNbTKvFMhGKpWZQjAaL4st0EOYJQMhTfEHumxgOpGiMCGlR3OyRg45luospkfaNJJgnUakFiJHi5m2QJtGxLGsBzzOtdXk40MDkp2KhZ8ayDJxa5UNHbFKm107KdtNL604reJK+zkjk5vSe6X0LqrqFyWnHFGglXXCHRMFz0mv2Kgdy3+jDxLYs0pG50bertI59R5VrgC9rILwjdVsBTWMtGWOeuP/oI9a2cn33XvLDMPzB0o3m5ClLJpQ2GE6aKm5b6A51DyrCSkBWD5qX4UpKwsWOGQpDGWlrx5eVnArjmEltg3EShWpbtBlG1GavG5J6TOzpTt6UwLQl2MaJF3/9Y04Pd3z13/wL3vzen7A9PpJ7U8hKlqHS+NFHlNOJ89ZY374l90biiLUraU43yYe/fcPP/+nvCmxbNsr5Su4dLxkfEvl4JB1EMbdlJpVRIHBMMryLMWPrSna//dnd97/Hb/6Hf5f16T2//NnPWH78x6zXlcfe6ccjncLYGrZu5EihsubUp5lWEnkcJO1KOdZ6IoXECndqrayOiu9l5fp0JbszHSYMZ5nV8E5jIY+ZnJXikEw+RaUU8qDCILlHIRQI7VpvUcWeMo+XmZ++fse7KjWt5UTqHgc1msLkEgW/7j/zxs1XqKP7Jmu9eG/4GhF3OGWYGH2hLRuZxNBWul3YtonLkzZRrEBuDCl8GYoAW0nQqjZei7QdYhIz3illJYoSyXMS1latcXe9n5LDXFAFUko5pva76ee39RGpaX0RkFqrpC3TCauLpDN1FCNjQDTnCr6AvThha4djsFP2xiqjRuzaoK/0Tz7RPX6T6hS8PoFNsHiwHHqA+eDlBHXGexJ4t585Tjx/eS48MdyKpHXLa2gJf/ERXGZ5jNRGf/sW7yt2eImtFRsHgW3HE1zP0DJ2HOh9EVASBmaWR1gW+jhic8WJ8yydcK4CdMZJBqmGon/7ilHx4ajI+K6z0GdNzG1IAv2mgb486gxoDdKBmlWQetNn4/Ioxs+6SH4wFphnSB0/vKAti8684SCp5OmB03c+Y6sr8zevpenuG75ctVcng/UqyeOqBCAeHsTc2dYAdiXjq6vuH7zTyii/Km+SH5nYdqkUhulIw6mb4t7HcdLefzjQtoqvF2CUyec40tdV3jGHIzcT+FbxulBLpo4TD//Bv8/x1Uu+/n//I978sz9ge/uW3Do9TIuHoTB+9hn54Z7LVtnevSUD+XiPXc+k64YxS2L6+is+/6//iaZQH+z9vUiCmu/usONRBet8xaaJhFzFlPij6E2bF3L8t/fG6Uc/5Df+4d9nffeWr//kT1j+5R9K8tkq/e6OPgyMvcG8UGLqat2p78/0ksR6LPve36L8DbmEd1prLOsm89tl4Xq+kHGm0ymYnBXvME6DKOYpSRa0mwwOA3kY1KgaMr7tTZTprQrcKwXPmaf3F37++Vc8XlbJnQ+q6bzK4NlIkRio56eYgM9h0Hp2F2NkGGA8iA22LNh0kAfa3QPD45U6v6EPE7kmWl+p18z8zTeU734HK0EFTwLa2aU2qYUfUxaAEgkwJMdefYYts9jEe7KYZXx9gvEQdWCKe2gO1tYGY8GGk2KPv8UPScwzsEBz0nRU2hXyHjHAynQzCLXYD9SbiaXmHTxZmDzGyFzDfAEhbjd2iENID8Lk1QFvseeg+jJJKkrr+C5pAD13PLX+mWJvBTz6jy7gws2pDrv0d+9PUpdZZXKXj2M0s5791qDyIQtAV+nmdRKnz00NcWPN7APmD4aU+9DVCUNaBMRY/LvhIkxGA9hvTI8WTGFu70kRtc/SFUK6EeSzeD49pwyld6BENgo6zRJ7DPNeO6WUNASLIXmik3OiIbl3JwYjXdkpGkC7hinxRfQuJk3OMkfvvclCwLJkhYN6Du8a+inHdBNAUtAe2zbcO9adoQiM2xAbnwCGVWMG2xlXKmQRoNJrw1YDV0pZrpXWN/rlzJoL5XgkD5kyHXQdNq2ZnCLdJ2l457Xq/eCUPDAMjY2uEtFgNGfInZLAuzE3p5qzrpVxqAI6UtMgOUuO3OvexHf5Ai4DZi3k/Z3SKr7p+63F8JJua7N/sF5C6MbOUNrJhtieTKO/SzuwSPz+3u9ZyFlACgJLwX4KqZnluId3BYmAFwGOOyhY47awMEze5XkiKiTEdBfLXWDkLmgSkJdut0vq8mwhUn2bV0lIezDKEIOKAD49hr9mWWBkMrw5PUEyDYv6/uS9a6CGQJXd40fgUtYZ8QHg+W97/Opi/yQ012vo3yPnWYiSDCi5xRftlJMcX6AH9dfCVC6akqByqYfJQorCOffGcPmAhmO+0+qFXngwVuTVAlgjh6O1drLdwEYmUIqrjQtYN4FAYWDk3hVJVQZa37Ck2CVPJWQlqPg11GyFLElNbxMYAjqAc6I3RGfe2TXWSHnEUoPN6GTSULA0yoyWFNNBsWYsOX2bZezWnzd7zNimQm2V3s/0LMJiHsK80cYAgA4xMdgRx1gQbaW8OGHHgfb6SZKgLkx6j0QmDIOsrlFYT5ri5KwUo61JxoUa1hTat/2u9eb4WGi9SkfISLk/4O+qdNfZGT95gT8+QmvkYWBrDaUflZuRVE+TGt4263uIBIvli69J4Xvyzb/6U/z8xPL2LdYrh1JYorAbppHheCQPA+2zj2U0+/iGg3VKOVCopJaw6wJvv2H54gvScaRYJxcTeSJnOB1gGqm1kraqKWVWXF8NmZoPozSqgaR7TnQrrHdH3hSZPK5JtPjUOttl4bE22vHAySCvCzllXcskfe56XUR3LiXobrGJmTS+3R1sZQMujxfaL75hfv+eXAaGnBTPNk1Mw0AZEmUcKHkIp25RyIecSeNAXRYlXNn+HQbynJWisfbG15eZz58ubAk1r+0qqUfOomubaVpdt5iaAh6MLpLAxBLmbDnAi4w0+0jLOWBs04S3Srq7Y9gKbass3SnzE9hLEkvEPVfch9hIESMmFzEYgkwsWUiNiia8U3J4O0VSFC5j2bbOugYl4pQDSX/WDn87Hz4WnITP78FGbLgLmY7jacH6UWkWCXzTP7EBuwuH/fuDtp8SbvxVfj5GgskUVZx6SH0cu1zh7k4Fr0veQcRr+iyGAm2V/5MXWDatsdyhXWAF7qU/ZtsU3fo0B7U362fORVKEzejVBXwf7vD1URPySyMdTmLEJAef5flhEz5mMcZSkoRtutNZ4Goa2aqatG6SGaRGdnmbdMthozVgdoTLe+37wxQNXlynp3d4HoNwGQ2hdZlu9kR//5Z+f6TTSFORT0HS9NyOBxiPotgzas9GstT88QvsbqB9/pY2n+k9azgxjGpEUxGtet0EILVZQ8xxxEvStd42+XQNkmHpNlfkNM3xaaB3gbqME/3FSQa/5UDKjeG7n8Gbd5KuHkYqrrMyFxgngTjjhOcB32Z8FEhEMuY//xzLA4cXD1z/uz/E371n/fprUmscxsKybtCcchpk8DoOtO9+h7lV1vdvODiU4x1D20g1Keb2669Z/vzPSYeR4pVUDKppiHE64tOBVivbVimtksN8sMU0z4fhRqN3c7wkumfW+xNvSiHfj6zFYByUrHBZeKqddnfiCKR1oVmKc9Qxb6znmdS6QA609yu9wLEm3yefFzZLXN8+0n/2JfPrt6RppAyqP/LhiI0TJQxoy6C9PyWlRJRSSNMok9vWg8kbfgdNkcdeClurvH585JdffEMrQMv4MssbKBfS8U6N590D6fwENrJL5cJBX0X5EDT2kvVdl2CPuZHvjpR5Y7AH3Cs+jQyL0ru2eWF+fIe9+kTJU+OBvm2kUR4cDFm+QMcjvqxiZpkkZ/Su+9EQ2DMWsdjyhB+LgLvDCb88iR5+PApI31Od/Nu998usc5MIoRQc1Xq9yzusZ5P3ER4E65Dt7w2ItxhqVPAhlBhGDLNjwg07wBA+tDEAjadIAdj4bj65tzcmn7wcgILvry1+c48YU7p6EEzbVu2dtinkWDWXkw2GaE53Rr2Fia2HdMEs3/wmdtP6mweMB8gRy0UYkabrBJBhN98INW43v5QAACwSgVIM5napTjKFNOxsgT2RZgdEdI3098n16dW0epw1mT0mOvQU+5W9ATjdLSKR1WuJySEJU86G90L3RusmuT4lrAg0EE51+8AEV8/R0bW1vnvqjGKEgH63ZHJJDKWQSqY2ve/mRs4jVjOskr7uFgtmhmXk81HlSYMHu8W7PrsH+z9nhmmkDIWOMVxm5ovDIhDLW9Ug4PKEZ6jljhTXzN0olqmmYIlUclhKaG0kM8rgHKcDVgc16OHVYmkAc/rWwAbW2oMRvtGa/D88hSxll3OaMw2FjpKO5g16cqkT0M/L8ycFEBMDV11N1bIRsmCm5845SnDX7yecPZnJQzZlwWRKKd1kY+auwebexu/cqFBIeLKYUUbdnvMHXkD6d3YZ0Y0ZBbtJ7w6o4J2cUhjfJp2prd6kbhr0PmOVHcLsN+RJNwBxB4j6LfkTXCBrivwCE/EjIfZctyQSwp4EFODu7uOUgFT+f8xEwYPZ4UlIqhlYmJA216Qqt5vvyTOII6DBxdtjnwYTFyGnQmTXhFyp38AC34EZ37DhEPusx4aQAmlWcakrYZjJgwWT8anyoDUG9x3kwcI/JA5XA+uJYhtQEbva6Nsm86zszyhVUlOndwx0Of6KXRIon4TS7AZ62kiVtIA38nQg9wIpqNc3gL4GYCO2Ss/BkGE/lOT70L2ymVMfV/rDKajxK3jB7IzAKxM7ZZSeHm/YMIFn6lK5fvWWdRPVyrJkV+am74ug1+VB4MowkrypZ6hdVDzLNFeyj9ySUUODGDa+VUgCaPrliWVTpK7XjeqJ6+NCWp1SlHZgTdKpdDjR6jWuV9B+QzJCSlAyfVtZHt/z9k9/Rn//xEODvFUOx5EB53JZWN3J3RkskY8n2mefsZxnlvOZsc+Mp3sOh4F+Pat4mi+M797x0l6xbqLMLaPh9/ek41Gfd95YHh/ZGTaeM30cI0UqgD6MdS+uHR7//HN+8vZK7o36/i1tVtpEOSR868yXSs/OYdsYUpU2OCYLVivb2mjToInLut0ojWBMueBs0guvjc0F6I1ZCH/bKmRjKIWhDEzDyJBkepVAxlMhQ9unKBZTEo80FXOneeO8VT5/OvO2bpJXrWfpo1MT6IDo5qlVLA0kgnpKMLOKdIqirwatNWcVtinLpLcU7GBMl05fZjqFYpnUL2yXhWt6RSozQ54YUsGt0z1pam0WUy8POiJBX3SwQXuGO5aCXtiqmmwEvLAj0LtMEWjhhcS33Fh2Tz/oDFDFcsBM8cKWaWTS0HUdc4YaQHqrmkjPswCpVSZsjAMpZfoRNe6e4NrwZYUsoN3W2JuXWc1TTA/Y5KFC7mEo1qIIdUl51lWxxLUr9awD6ybwJfyXKJOeJw5gy651X7eQLRreL2LAuNIGaCucXmgy7ZEitK2SQK4z1EoaDLI8FjSDWWEt2JSgzaIiP7witRFLG6z9Ro+3umjPHGWQx/FBjIYyag/cNkln2kI7jrQmkNanJFlVSkpiwXU+Y2JyeBUT6HAPnmnLxvz512xLw4v8KogCmIgjxZqiqb1jp1ckD1P1eb4xBdtyJR9G+iw2h01HnZHrqvMqKS2vv39HXza9zrZQm7O8vWBLFcuuxhm4buTTA32ZUYrKIHaNpQCsZE7r68ry5i3v/vCP8bfvuHdIW+VwOlBwytOFxTulde119xP9B99nO19YH98zemV4uGc6jPhZqTt2eWJ8/ZqXrz5iXV1RlYPBq5fy+LFEuy74+33vFzujDyM9B+stmpTeHcI48/EnP2V7cya3Sn37DW1esJQohwNeO8t5wTOMm9L5kqtA7O6kWqlPT7Rx0n0mZ8ugl8MY3jSSHyakuNsYSyGXgd43bDAKMAwDwzgx5Oe9P6dEniZ5DQHqMPf6zbBxAiQ1vawbX37zjsfHM9zf059eY3dHnRFBxU89SRZTJqxWmIrqpW3DpwCrq1JE3Bw7THC9yEB43Ug5Mbw40b+ZaddH+nCvyO5to14fWS4DebqQjwf6MOKmJEC/XtWzlfCLWcVoFeAZQ7DW1HANBtNL/HLBTidJ8EaZlcufaYt4dGjXq67Lt9xY9rY/pRaBD+GVQRhX9qb0wt5Uq3oPKYBFPS5mRrcwiDRC1sJt0rubSeo/4v9ikKeGTwDfHq6nH9JgM31gLtuzskKTaXrerWmguTOD6UGAVy1fQkYsU0tFH6dAcfQyO3ChSX0ybsOnvcBTGxRghqt/sd3Lg53N4s8BBXvTZsH4CMBCCgPTnyWBHb1L2hedE2YKytALaY8xNKBOxDR9ZwfEa8S3GKBS9Fl6J9Fgq7fZgQGLBrl3l1zHnOZO62I0ew/WjD3/ToqABWvBUN4HZx5elfE61ptAlpzjfwUvmZqVnrKbjkvotV/CAVqj7WcI0Cwr7S4Sxp5pKPE6xPU3gQPTcaKkzBaGr6pJlRDavdG2TXXDMFCDwSrLwE4O362CwKiSOjmAblKBlMmTPK4MV+pT7xoM5kQxyYsfl5UlgHgzYzCkDAjAo+VCGZ7Xa8OZl4qvSyTeQE0WHiDPa7TE7FprM74WBy/G3lpaBENYDqBkv82CFSKmq4gLuw+NiA/ptoZ6rNMOYgoHS0nGtXb7zO4e4Nu+Bu3GgvGdVUqEpgSoo+9kByYd81CZ7P+dEi3qd515Ebkcn2P3xCEAIoE3wdTpDq1pzWZ5f4qkIXlozvn5DLwBMBbX6i/eH+EvA6KgzcLySLctboowYA3joF2TZslvDRQW+dNJjurkZ1mC/AykQ+uoWROgFIdzr3EIemyqFkgUUbQQyJbQamtOSz0usG6Qm1dLk7bN6xpfUgbbsDIqEaRXbfxOXMAUvYBLbpNyUIKaZEOBhnubw+k7K4GkhnynKd3DjlOYDcY3noZY6LMEXCAfkzyQ6gImrxHv8gYwnNYXzMQIoS9YOdHqhX7ogQrLoCkrn1OIb+gCqS4tMkQTIe2XPGIiYcgdbHeDLiqiXcBSJpGaxecfSNSYpnaK7MjxdFCRR8fTKMhw21AtrQmpL1eUgKQ4rHVeZDy6bGJHDIVyfwCgLWeZhLYF8ya2Ttp9ZrRhtvOVZekc+8qpd6blyvFu4nB/YhwGLssWmjkxKU6HE/Mnn/DuzVvaeSGVJM1b1clsuXD/8R3f/we/zfXzX/L4s5+z1UY6HLBdGThm2mGgLqvM9yYlGdSs60/dyEl0RWIq4+vG+d1b6VsvV7xp85nujhwOJ2xemJ/OXH2VE7hLjtZjzZg5terwSjh0WNaVlDPjULBStAF0GHDK6Y5x0P24LlesjJRxYDocGHOhgDa+fQvaNjFWiibQfZMJZHLR4JzMVhuvrzM/f39mHSfQ/Ju+Kp45l04qE+GfHbt6oOIt/j2KKk/GHq0ssC/p9ZJAxpwS41Co9kDbNnyuTOMd7fLEsj2SLsY4Hhm2lTIWzGtshA2zgterEGfPctvxftPHW1YKj3cdFjkl2CdrwVKzQYe2gJOm3/3QBO/b+CimJvfuHl9z0KENW2cYjliK4qrNpHzQpMyCjVRXvEiWwDjhy6xDe5nZWXp4w69i+dnc4dUdXM+kNNGnYPKlhL+/wpSDYp/Ejthk4urzFXBR/ovhy4rPDe9ZiSBmEEwaitIlGCe8mqLTEfPOOUia4aOaqi5KOnmA5Yq3AabjDdyXMe4JDifadcVagArJ4e4lXK/QlZbGcCStRl/ekoZgO00nOL6gr48B0p/w7Xzbm703AT9phHYlpXv61ujjSK8rkUYvbyciOeFwkFyKhk2nAKIT1jNt3TSFWbcwAKxKIEIAo7dNySVtI/lAqo6VQhoPkj11tTZ5HCXLyGLPeFvlWWN+Y2BmMnjCz09KAwr67Hq5yODvqtjiPBTKw2eQjOWrJzyP5HWV4ezhqA+Y7Gao3d89sl43DtvCwZxpvnB4ceTw8o5hLFznTek1uZDzwPF0z/zd7/D+669pT29JxUhFwG3CSKVw9+kD3/1P/x7Xn/6cpz/9KW/XTVKT8CDwodAOg9JmQqJlwb5pOGzakz18DQzHt43L69dimFyumqvkxPBwx+F0j12uzO/esXiiuYcBblUSA2iYtikdLbnO6fV6xYaBYRiwcYjJqTFYozzcM0yKL97OFxhHyjgynY6MwyCQqRRuMZbrqkZ0GCK5LqRloLQpy2xr5+3TE1989Yb1xT22LPSkFCvLmXIw0v09aetKQcgmVmLOpG0VeN667rmSsRqvkyKV6mmG4wFrMylo9WMa6N7o68ww3NGWM9v7J5baKL/+V6jLQhmyJDpFbDObDvibN5IxD1NIvsGuV3nTHY7Y3Z2GWkMJj4UVH0Z8mcWMGwXSMU4CrOZL+Mp9ix+WqH0L5Ummt03SyJBKplLCVP9mKwp8MEMNFkeP5k2pjL4TRPb5oe6lvekuwQCtHuBFvqXlxJPGNDrO5bTDgHto8v5zEKiJ5ABdYMLud7JLWvZmT4BP0PgD0DCcbOGjkpRwsgMa0cJFGe+RyBt/7vtFiNcxbq+z/7n6xJ358gG7Jn7VUomBTgdPqvW9P7OjPAI5dkpPgA8EjKLo40je2sEFWnwqiyFECHgCoeo4LSbye/hDiqtU40Ps6S3dTAB879A2lIBokmI1Vw0fawB0fVMesBwJNTFr77WL6eGoxs+Si/ZuAjpzEovfV10Zb/LS6VWSGNc5ya0HQalRNrK65CaHUijZOHanb6s8SKyqxtw22FZ6Owj4Nz1VywXrarTH8I1KDMyt0VentUZCILaMgyEX1d6pNu6T8XA80Grj9Oh8s1Yu68pmAot6bap7HcaSIR9vbIw1gKM2b9o/Y53v7Ise6ymnHPURQlFi8bhz8zElZ6VABcMjvo0ADPXvZonqAuGkxtJ35yY2yS4T2oGPhJFTMEuCiWAeAOYNjND+4XZb0CFWiWY4QSdpRhKpWrsBrO6GfShX9b5vhs9ObUbKAYg+LzHdGx8MBlLa522hcrmxYgTUJnPVpvGdi4WkjSl/+Dn+LY+/BBMlZB7i+euL9EBdUfKBCjVpxhg/2EwMmnfd7DcB137TCpBIQZ/3PTEEAooUOsctHUiompBf0fPF+NiQi1ClMVDcZRyYZcIpVGkjBdWKVIT2tnr7bKmI4kXSRH4YiihBFjKX3fcDwFz6NUpILuX2S+p43Shp1OY9L6JIt6oFUQpsy+2GN+vYdIpmrZL3qR+d1EXlzTaBabqew8+icqIWp9tGz3d4m3Ff6T6ogO8LlHvSOAipjbizVIoKjEDCrVowSWK6HF4TljM5F168+pi+zszv35FnV+66y8E45eGDhtif10cyNUpZ+QmtL3gaZFTbexySFd8sEiOa9PQPd/TrNZowxW7lWCcyUAr/HXNYL+QORxqn+xNjyZQOyQrlNFIOzup6jg6Ukjm+esH5o1ds65VWV7ZlE4tq6KRpxHvl3Z99Tl+uKuzmldQcy52eB/p1xl+/wUfFXI93dzKo67BsG611ppJFefNG6gL0UhQhjIl8euBYBr7z8jt8/wc/5OlY+er1L/ni9/6Idb6SSIxDUkpHC0f1JoS3DGJ4XJfd1CnJ9RrDxtAvujaFXo1uYiSVSUBKchmmlTJISpYL9TLTekT5miuJpzc8JVprrG3jaVn4xfsnfrnO9KyY2uaS/5RUyCnMLcsOeNrzPR4xpqqWAt214CZmSW7EUokdbChkHxnbldorPmZs7ZTxKOfy9cr18p7sE6V8RImIZotNPKeMDROGUq3cJTfQdEweSdYbaThCr/S2AjLH9Jtc0DU9qrsR9bfbE8XWFazj10rfqZpbVWM/HglxNB5mqXY6qLhYV62BuSnBZ+fytiqPlTSAr1h4JdiQ8UPMKMcJrqsK2+sVOw1gFdIEQ9Dw14YPBV+eSNMkacA4CbAbjuArPj+psKxXUr7XuTSO9FmmsqkteBZIyyYmR3aBQ942+pDUbJK1j6YoU7clamGT8WcjzponrNzjbcCeLoAiggXuHPD5SefNtmidHu9wX0jzRVr1+X3IyaoYGIcD3q4q8ocjyTttStSStK/ev8TPj/Q6C+hxsGWD00lr3NFr00njqCHHIMaVVcd7kulrzuEHuGGpkMaRh8++iy8z85vXpOtZ+1B3esmk6Yg1MTdphlLpmhZMyniWWVzaZvo46ZxtFcY7FdsxraRtWBlIrx5o54sKJdO0M3kAm22FfIJNLBWWM8mdg3VOL14yjgPFjZRH8ssD5a6xdhEwuxllyBw//ojLp58qcWFdqUuNUkJgeK+Vt//6Z/jlIibT3ly54ylT5yv+1Tf0aZQM8sWDAAWHdV1pW2PMIZ/tXaxKEolVRVlJ5OMDxzLynY++x/d+9Bs8TStfvf6KL//Z77HMs3ygDoPOoqqapbYKrVEm7bHt3EgVSHfsaQkyiJ2e9/7W6DEtL4eJfDiISUoij6MAvDzQzhfatmr44k7PceZYovbKtq2crxc+/+Yd37x/L3nV8Ui/zHTfSMcTHO5DzpwVhZ3EGDZvMI7YsrKzCrohhhF2qxns4Qh0yUNPI6WutGWmXM4y3zWde+u2sZwr5e1ryunAMH0q5sHuu4WThgwvP8HyJCZOE3PThlE1ZJNk0F68wupCn69qZtpKJ6MIXtRwrrMAsfXb7YlioLXRq6SFoxjevUm60JrTq85uWY0WdimvueQye5SwEgGjTuw9Uh2zCMxqCSWH68/JHIHQAjLN3KVCYlAECB8eK33/8UiXspCUOSavB0f3pDk5JubZ0BoKxkzaoZVdhrADQwGOyB82BUaywx72QaJQEEnY84fi+frzxHzHWfbUtKCU6LWEtEA31T+3VyAm8XEtd6AozGY9/t5uDJ5+83vA7OkWh6UAAQAASURBVNl410Gt6w5KhVfMDsC4rrf159/zpqZUw+6QqxPsGnelXXUBPXobXd/zBnsKZEqZUoyUBdRUR8mW5qQUJr/h7UhW0W4m02svkZZHNNFJzOJcSlyC8F1JcCv4AafSuLKamvtpKKRxYDgemarYCZ2Ob5W2rbDMpGGQz1dzeb1ET9Q8gOV9GNid7p3WK20cae4aMCyN7pVja3x0PHA/DNgwkuuGb2f6tjKb0ZJhkaBKd/khBijnLhlU8orVRupGn7Ii6fMukxHwZbZ7MmbZDYZsh6TEth0MueGKvgMfqtks5ET7uuoBhPSm6N/dGN7bvnb1RDtRASSJMZMcn/CgI9ZIwsn7/t8VYC2wxNl9ldyTFA623y0EutZjWwg5Glq/FkoXd8InaL8bbYcbQu6TcW8032ORUY8Ta1RJXJLsdJMnjdqTHADKDQr+tz7+EkyUoOCnMSjd0Shr5UhD2tszJLTr1JN8NFKGlDUF0Q0eTI4wgBSqJp+V6oE2mmL39AU33MO4Nr4s0e9dC4Ic/1Qz1b1RcpYxDfIkoexRR/GF5EHNVR7BFy2qoSDyVlNRnIsKmmEAMsUrW131hezPQ0y09/eaCrXKiNaSkfsFbNJh355vFggaaVxbGdhaSJRS6MGG8G8I06fQRte2saaBdesMtmlxNiHCaRpJVjiOAw+ffMJ5PlPj0CuHgbbU2KcNXFRuSeM6TsFzoRwPlOFA+tGnMC/Yk6jPFZkIYh2s3xoj212PU8HaquXcNCXT5rvQDLwM4IZFP6V4Z+itsb57pK9XeRJsm3xR8hSbrQ7j6MXJlhnbwjHB8XCgmJG3VVrvMWGDNJGrZdbImR9SYXo4Mr+dWLeF3GX0VA5HylDY3r3jm8cVppHDZ6/gFD4MvVJJ1NqwxyuMleGzME4M6h+t0jssa729dxW4nYJMWymJ8eUDL37wPX7jf/Qf871f+xE//6f/FT/96ZX80Uvq5cD16ZFr3WQe5mBocjeEKbBHTnvOhZKMUgplCK2xS3/qXYaz3Ts5G8US1nTQJETP7BhMha0Xtm0hB8DVa1WBkozNnafa+fLxzJ+9eceTJcUdrgt9nUXfaxvGFN4iLf7Zxbjawa9B8bOOpgBWinzVuujjSjZJEBMuS4UyTJRWqcsisG5+xKzQ3LheZ4ZUGMuVko4qrsKsOkUkpSh6LRgwwX5z+aDoEG4xOVEaRA8Xe68uBlVvagTzEPvKt/fh3TRFPt7Du28EYowR+fv4Gn/5MSDw13PCHs+6hiWrkMqD6PNRtPlagYZvDZsrTIl0PEkq4pv+fJzwXLFlw/KKtwNMQ7DRwuh63aI4GPCtBo3Y8fmKTcfwXbjD6lVMjTFYcouT7h7weoCy4utZ66QMkGT07cmxPImdMh2BMJVdnwSY0GJGF6kgRVRlP5zw6yxAP4G5/F/wjtUVEc7lacGgFCmfr3A4wnLVvlkF3Ho5wnzRtR8PKmByprVGXVZqgrqE8fllwVLDDoVkzrEM3H3/B1yf3hEBd+TjRJ/FSklmtLZg+dnXzC3DeCKfjuTjPemv/VDSh/fv6W40nHY8Yl1JDHjHykjqPQyoB2y9qgBvi8zQzejLRekb00HNU/h/pOlAmjT9X795i89nGQgvZ1g3+ume1Dtk+Xztw+hkmbGuHBMcTkeKJdKyUFImpxGbRqWyWZbXVs4MZWR8cc/yzcTaNkrfxFQ5HSnDQH39hjePCxwnDt/9BHsQc9ZqZTOjbRV7OsOy0r4fuvRB+y2bJMDrskpy2bYAzxUJm9whJ8aPP+L+13+Nv/a3/yN+/Ts/4I/+5T/lpz/7KfnTT/DLleu7d1y2LbTbruu4LAylBNVYhu4pktTKOFLGCSOiQbtkCzUMwfMourUFCN+RUV83ARabV7b3qyRVvUestFh6G865dX75/ok///KXXMz03Tw+0Z/e0coAnEmjDNdt2+Tp411yOYC1ypB3b+SuVxjs2Ttpj0Ee9oljg9ORglG2Sm1XLB2wdsW60RhZXr+hpE8Yrk/kw1FmtsOIrQIOxVhao0lHLN8egCQJxoMYzm2jj2EK7UQaoAZdqVclkWEyQP4WP3rI1FTH5yjvGzlnDSB2BrNBSll7XtT2YmjvUpww39/lN11NT6KLkZ3jt2Kz2qU7PdgJvUvyDX5jnoTQgJvPh2lII/bgPgHX2V2ShVeDJtWJZ+aMnEv2tBRCarP/rCQEe/P8gfgNQwwbCHx9l1MQQ9XWbpiI3/wy7NbIOvpLj+n3/px6fqegPVednUWdE4BBACV6rQ8lQs8sH12bEMeEt5vuRV1cvVe7mdGqn4/XS8/vRE27zjsjgAe9sLyOaiWtaygV1OBaAyvBaMmZsWSGQQlwkjQZ9ErrisVOY3zZJKzGoMLVkXhCTMYY4HiYn+7Ahqk8wVunuvbCRJjQu1Ft4YrRjgdKkpx8OB7pSf5krUNbK/0guWQqEcebBn1ey7zrYKtAwb6DgA5mhV47s0FtnfO6cV1nPsH5ZBhIJAqNo8EdzmVZWd1pRT4ge9JN7wK9u4vl26KW3/tfN7Hn9tWXUFrWh0ChdZe1gKH7y9AZlDM5AMN95fZYfwJ/HCNLDtTUw4uwIN+Qupuuhmqh5EQ2J6Ui4GNnwID2cTyM8ItsMfoOLurd3767fc3e1o1gEGGwz4DiLjXe4cObCqXvHkj2vFnsAFGAgfRI7Y00sYBWb3tbZwc3FVqTQISOfR/5FR6/OogSU21wFZskHVYoUtRrfTacsYi3TQII9gvoeBgkAd1pLjqO/jtQPxLJAhHCwwFcfy40e9dP9tg4n81fROHMN2S3BfXHvEl/17W4iGgx6Pq77pqK7gHU3sJ0toK5JqRu0qp7Z8gy+uzJI4J5xeykpoJOSoVmo6jszWk2kmikMoU+rcfUMOGW8W2l9yp6Vc66zDkF+yWuZY+iCsXBYZWVzmqZ0jvYQLFGPkzAQkoThx98jxd//a9Qf/ynpHdPMQCQ6RK9BmLe43vqdCs3w8RxmhiHkfOffQnLSl0v9HKgpYHOhlUg9bix6wdjgPCGSUlfERWzkVyM7NBzjgJqJKVOKpo8NDf6utDajmIaaTxpY+ir6HxdE+3snXHIHDqcppHjYWIYQhI0juHYrhvQMzQ3qndKEXvk4s5qSkYoSZTAoWS8dtpQ8enEVEYOqBBYbaC60dxk4vjqJT4pirqME1tr5D5Sh07bFqGqW1Vsd0lMucjELyJ8z0vlMWU+dudN7VzfX0j394wPD2zmzO/fc503WncGM46a64uG3xo5FaaxMIyFXIqMnQI49a3SvLNtSs4o4UXiOD0nNtOEpC0r67ywrHLdz3H4eGta203RbW+uV37y5j2/uMxswxD3SsGz0ZvTTeBfopPyoE2urdrITPpNmRQO7LKx+HLYiyVSFmCaBQRhmeyVoY6s1WGdSdM9XN+DHVmXJ5ZpYtxWSs7YPo1tYkd4RIvjAo28OU4LQ7eGJUVyOzrAfZvZI8xVJWZ6ldls2mWJ3+bHJBNIaNj9Pd6SYofp2OkFfl3wIUE1UovkmoNkJ3kDXg4CXA9HjEbPBi32mvtR6RlE+ohl6IrDtXXRz+QRM8cPR/zxKQ507VvukFrSNHOQ3M8s4XUTW64u+N29ok6jIAbH3s+YXSRHyfcCk00Nl0/32PwO8qSGMJmAGa/kYcJJ9E3vGSSvpM0qHmvBbQJboa04RQD94QG2RevtdCfpWRngzSPkmNbnI5iM1rqvsCnaz2qHelWsqzd8fmTrsL56SV7PcDjQTyM5T6TrmTQdmf7Gb/Lwd36b9rt/QH39HiymfcMU9ydhYj1A2+h5lE9MLgynI+M4cvmTn8P1Qr080YcDvRTaeolpUiUNEze5nCVJpNyxcYTaSb7iebz5FrQywnzGDied6EVG9Z1EuwbQgoEVSS/cJc8YJ1Ld8GEktcpYBibvHE9HDncngQnDIK+RnG97f09GdyP1pr3/xQNXd2oaaPVKZiOVe0qw/npe8eEEeWBKYk6sg/b+3sTyKB9/jE+TisnpQN428thJ60bbVrEtVzXplhPjOGrvPx6ovXNZKm9K4VWC160zv3kkPTwwvnigemd++475ukjeY4kDSWlvluitksvINA6UcdDeX5Iksy75UO9GXRYomTyNMTV3eimIKwC+LKzzwjzPYguEsfdt73dY1o23j0/89Iuv+PKrN7Q8iJk3jvg00tZNPihjwepGGifVMtcLJEVkUtKNHea1apIWTN/bGTDKV8Cyx8TbyGkRw5EDVq+k8UBaZPpdn96wvnzJel0oVkhulJRJm7y6qOGDtIm5yxZeDlmJLzYoSaZT5KOyvKePB/rlrG7qeKRvK+lwDLPF9t/7dvvv0sNDjk9TupjiYqIpCVDFe9PaQdPvHL2CzliNTJOl8FsSS6W3YC/mABbQ1Nt32d4uJUlhKIpmzXjUDKER2KEQ0jM7pIN+39Qy2a1vCdm1h3l2jil2gEBKtyEYNM+AhtqJfcbNbeKtOfgzIOLd9qChmyRAfaCHIS3snhSO6+fxOM/0zPsv9ZAe6cIEpmGa+vfAjPZ7yAI0un0Wdo6MIBLDSKZ46p6CTeFJZ0LMoHfDzrBjYYfCerCIc5YnjTcN9xwU1+tO9voB+EQ4eUa6aRrIJcNQ2ILBIX/NGPq1DWxUT5cMEJCxe7V47fRNTTQejOOd0VwbfVGIQBtK1APtBnBkjO6rUk8dem2UsZBTJg/GNOQb26+2ynK90oeBkrJ8pLIzZjRgDaApZ4PkPHWlVg0JxpLYeuNpvvLN+cry/pHTNNAe7kjbxgT42jnWkfvurNeF67DhucRa3QGKaP67WOy0JoCngKdEDqAyu7xMUkhS3BvJjRxsOxAokRxKScG4SOw+y9ieRrODkSnWMZACtHQnRU12S8aK9dlB0j4ESAnosedho+0sLg/gdF/7PQalYQgcKhS3GLy6liUx8E+mdbJ75aTYN3qAMZZzrHFBe7d+1vY7NRhWsYcH9zEYVF0+Ti2JJZV6XF8J2G5Ywa/w+EuAKIHZ9h568HDT76HfLaabJ+h1jitWNA9Bh3JRegNR1f3usUO5zKXiSxLVbBCalgM5zuEcv3+ZngKqbHrt2FDceiCpo34uJl+3aGXb2SMbhtB1fQfbbQ9ThanILaUixJe86X12c3LdKHmks4IdxcLJRu+F1gCvoQ2TIVcLM0vLjpUDfWuk7DRf6XUjZ8lJvG86cHoV+trDoyTBLQXJVfyuBRav5KYihizULuURspNr5+W5kO4/gvGOM7CtG2MzlrbSbFM0rjvn83vR73GsC6kcP/uY7RdfUpeFlnTD97ZF9DKa8OBk32lvRSh3jkhGa+Q84X3DeianTN2bmyyteeqa/judXhstFekrDXpKeJO5YEaT7ZQLxRuH3ji5czzdU8ZRTBAbsAIJHfx9W8m96GBPhVKMIWicLTW6hZdGliRLU7REPhx4+NGvQetsX33NGgwnThN88hF2uhObYprIw8C6bEJ80z7TMFpt1HWBBWwY8LuT+E3NeXr3xL/+Z7/H64efMX/5JdPhSK0V9844DtS7O2qtnLfK4J3iAYA0SeXKNCi2MjYE601ruzUZZdUu76ecY9Iho6pOTAG2ja071+Zctw3qdjOC8rbROtRambvz5eMTP3n9lseclKbgLdDyYMMPJVhmYRzbe9AhqxheIQFwKoq/FNME72J5tBr3qd+qFsNJaSDlSja0UdeZPE4RdTewLCvTUJgOR4beyLmEPruqVfhgomIxpaDK9JakKZrniGbcMe5S5Ny9rZqStgYpEPdv8WM36qKt+Nxhe4L7OwGFOHZX8MdHvBzUtGaD+aJ48pMSHdo1fBBSiiKqQZEJNfeKsrVpgrliL17hayXdn+DpCg8nAQCt6mBOCVqSr8oh6ZDOAXQ/XUkfvdDxua2SEW0NhknxzKmBz1gZcL8TcL6dVdzXGafLNHMdlfoxZqWRWcXyATz26NM9XK+St3VJabw2/SxbNAYZGasfYZORHfcvJWdKXSk0nDE7aK3ZiiUxH9M04sVwjySg7nqOluF4R21N3iJTIaUR843kFe5GxUA+Lrx6B+XuI3y655KMbd0YemJdr/LZOt3TgMvb17BciOodT4nh177L9qd/Rr3G3m/gywUvo47/9iQqfFvF0gxarKKQZ6yGnGObxaTZWT2jWGuGyVOtrlE3dlpWzLEm24bXVXuMS8qZykBxmPrGsXcOD58wHA9xXoxYUW3hdcPX2BNQwZdzYnCR7KtDT0MMEvLNb4SSyacT97/5V/FaqV98ydbDH+x0gM8+lf9HKdjxSB4H8nVRuke+4puK/LqttFkyEDtUuL8ju+S/59fv+OPf/UO+fvVL5p/+gvF0ogVrcBxH6sM927ZxWRYGKtk7nift/bWSDyPD4RAyFg8fEoHrvTdq7SJKlXJr7hqCKN3FaqzemZtzXVZ5uUSig9fY+9eNpXe++uYNP/vZF5y74VMMjtrzRDuf7pWuEK9F3TRUCWNZ1RZgvkYDbZKqtaozNKQygbeLNt476XAiHRby29dSz9UnUroj9ZU+vWS7rqx5YLh/YKiVfChwnCRj29ZIZzOdiUOG6wJnpfBQRvrlQn94wNdZgz937HSir6u826ZR4J3nZ1bNt/ShSNswwMxKp1HPnpWgZ0m+bN3xiOHte4Mcdb6+YIEMwexXfO0+s9xBBEf1Y0rywwjeR9oNUntMh5PJe+LmWbDL+4NtZO3WSfAhcBFl3A587ElVSrERAKHRjrN72rGzqNhZcLt8IB62Ixo6SvZe0rtY2rdJeRe7N7oovesP3pumAXFx+j5iissX/yPet4Vs0uPagVrbHqyGf9Nd5RnQSTemij8rAXD5xegLksdIt7jcFpGz+w0KucvEtu4MoG17lvUkF4ukgG/yzMxWGKcDKUzoLdkNAPJgVu5yjL612/ewX2LfVqiRkmUpvDZjvViEIDjgWWdJl0yk8fx95t6UVGdK0MklMR4mKIVEEqu/Xli9s10XWh5kbj8UfCyUceAQw8eLJZ7Wjbk2xpJIuTBmo9ZO3Ta2dREz0Tp1XuG6kr2Rl8r06jNe9Er75nP6unEdleomqZeTgj3S3Gi1kzfVsR5+PAJOPAyQE7t8yggpv6GfIYC78BKypDupdb8xrjVkVG0nwNFuErY9SIDb3SAQ0Nxva8tdZAHbh1Jojek+DD5UgDwQhAbXQNIC2M8BXnqcYdwUEekZRDRJiATKBIDYejCIdq/SYJDt51KE23R3trYp3ATAZTBOSvJIcfkGCQgbPgAqm4yVd3nyX/D4lbsDgZOxSeUNMT4UHSpTx6RNoLebeZOXcLHuOspTLjfqWgJ5iMRGK3KIgA4d/glHeeie1EgVRC0KGJMQAUUBGruXhbY7IjfZN659d4t91yNLmoyAmJ1iZtLwSfNmJDeBBSlhozT8yWSSiCPNXrdoWGPjc7CsxAXLeu1kwSRwaK3hbaUFbY0kfwqaJnwNJ5O0WXaQ+aUW126ESQMnsSZjsMLQV0o2ep5wYBhO/K3v/Qb/yf/8P+V3fvkz3q9X2h//gpc+8OmnL3l68w2//OJnjPcn6tqZfzLTTMAHvbPNC+cvv6HOC7WvOhwDBd6BIbOi77RVfdfbpjQgDyClCejyIoAo9SvJJUdim6OJngWYeaWHt00PzxavSvOw0ECSR0rbBKCkzGGaBI4sC6UMuDvbdOD04kQKc9RWG7bModGH/HiGbWXr0OoG4yifGZefSB4Hjq9ecLq7Y7DMtlSuT0+K7c0Fu7snHw+k4wE7TJIPAWldyCXjEePX1xmWGWXeG7VK36jvv3M5n3E3hgSH+xO1bqzzfENsexlk7Ncbcws0u4vimYaBlJWKYLsbfOu0WmmBR+wa0dpR8wj0JG1wb5L01J5Ztso6LyrGg97WLFG3lcu28ot37/mqQx1FYey7a3zLeL+Q8v2zTpk9ri09rxVPkLqmJdk07f+gUBDjKu7DJhCLmGiUMjKOG7U3tjTJvFJdEdt2ZtkmpvnClF7S0kou000P2oHdJLH3VXvFeETeDVWsq+60qpQHya9EpXS4AT0eE7dv9SObgNtcYFqx472KkiYJSDKD6aRixyrNEnk84Aw4Mge2IcxLYw/2uaqoqpoI+rzhhwkOg86RugBZkpdwpPd5C8+c0GWniXCYo89OKqOKqnmBERXkQ7AhlxXR5zJ79LtNRr/M0BwvVayMVOjbgk8J86yGcEjY8AKf30E5kfIEzfC8io5eJvbYSUceH9QzehMIeMlFnONV8iGawGSGO5m/LotAqqqzhjVi3beF5M/sCoakY7crVaCWTJ2f5HsxTqSaGDF+69f+Kn//f/W/5He++CmPy5X++z/hpQ98/INPefrl53z103/N8OKBtjSWy5m2bsCKNajnK5eff0GdN9pyofUVKNrHWxXjstxDGSMGNytJZ5QfBukAReepT2MkD11iUimghOkgqdIw0tcl0ptmUcXTIGPy3hR1XDfK4USqlak3TlY43N1Lyni9UspA7516OnJ8dU9qMkrtW1WE8TAImH18wtaFivyefDooZjMaiDxNnD5+xeHhnjEV6rwyv3/E1gUfCvZwj93dke6O2EG/W7qTllkSm0lFaL9eaNcLpEwzw6YR26okUa0zv3/HO3dKMg4vHqjrwna9sqWYNBfp8murLK2yRqM/pETOg4xgdxmkd+hKEmyRnNFbx0tiQ55vZgPdurThTX4T1RPbvLBcr9ond4p8yrRl5rLMfPH117xeNto4YFX3de8tQPLlgwjIYBC5WLtUdM/aqCFWrTAWeZP0GixglzyobgIq1xWfZLBvlij3J8p1pmxGRbViQh5X7fXXbOPA9viG/vIT+rqQxwPkBl7ELmuS+vl8UfP68SdK4pln+nSUJcDThX53gvUpvBvGoPPr9329PnsKfEsfKck7ats2NSouI0tqk0m7u+5VArRweUPszPNdRqLydW/rU/j2taj3448tbEytUswD9Ijfzc+NtQXCYMgTJ8UfdDOaB+0/apmUcgx3JCXqPWQNYdIpU80YotCjVt+bhA8ADkLu0sWq0UfRvrGbUcpfM0AH77dBjhEMyJjvqsC4TYy4mc367uugOu12rXj+c4s/E/ih/+laBFMkBlLP11TPn+BWV5mJQRKkEBnBxn/3rd/kWd0DTHJTfRZMnRCDK23Ho1kfJ6xukAQ6p5RJJYstfZz4MGEz2Z6IkqCoQXYPuUeX7Mvjeu8aTtslFvt3YhrGeVvDc6eLGZXlY9dyvg0GMdW8vmkfTWkkl8zh/siYE9s8M88ry7xgbrRpok8jW29Yl4IhJYGD5+vC9bLSvNNa5VI3aiksXevwPhmrNXLr8r6s8oX7+MVL/sZ/+NtYvfLjf/KW33v9xDYOrCo28arn793py0q+SmapcqWIyZ/s1ug7O7AQ66HLEHgH43bDYk9iid8Mz2OoKvmYrAqUhKr7IRHehv4MFO5JOewA4u5j0moApSFVC4BrN5H28ErpaC21LiPdlOWT0rzK2D+p17UYCvdgIiXfBWQWDBm73Y8CTJ5ZJT2SPgUQNsxb9EIaHrDL+tH5R5ckMacspmiS7YQZ1J5pfbtJ9f6ix1/ihNg3kn5DwG4QaewBiU5P3JBJOTR3UjfptvX5I1FGiz4ca+g7lfv2EA3N6IqRDGp+ApoFeEK7aSh3xJjWb42WqNR6/hsClgSKKCYqs9N/vAzqOFvVZfEWi7NxSxSyjNsQPhDIT2UHNlIRyJSMIu6Yiube8Zxp3slNxp3hzqpeslfMCq1uWoCEPtmywBUTBUquXj00Z9q83TI1NTYmtm2hBBMll5G773/Er//v/jNe/U//F1z/j/8Fj59/wd88fYff/ht/l7vf+IR/8Yvf54v/51ec10Z5OGLHAtfdxLfRl4Vrc+W0tx4sBvlKJBODpzmaqtJJmxZ2aoFId8TMCJ8NUqF3oc42DHhdVehQYgLWYvLabmvrNiGMycaAc+jOfR65753BnGks3N0dGe7umc8X1scnuLuTN5WJ4tZxWGby9Yq9fYQKy7qwmnGIm0cTtcTwyUeM3/sMe/GCj77/A8pnn/L4u39Af3qnG2Ycwq8hS1aVM8OUyNeZXgawLMnSusaUWodhWzt2aFTv4BXrG2mb5S6djVQd31bqVtlIcJjIDnW+8rho2vkwJGQkra1zN3ky7BYR13rTGp8m1rqxBLuol5E+FjWu3hhS5uVnLxneGd88PtGHApMMspo7m288rc4vn85cmoONQslb09SiN8p4opRDSOXkom59g6LY5F5175jvpmE15GqxwfcmdDhFLHkmJgkCSnMOz5ek7zH7RG+XmLoa67qwTAOHJn8D34sHG1XExeRBVJRdsCyTPEsTva9Cndfo2y0o5THlFcg60P3bbSzLEiy7ZME2NPl21A6T4zaQaDIlbgnybkQY8o580Oxr62J3LJsm5et2A1SZRohJGq3HulnhTh4le1yi5QwtQ99IYTbnLDKCnZ8ElPUOdoDlgh2CRXicsHyHn69gG7y4g+tKGjJ9Kviy4H3G7EGgfDRcTEd8WzSRnl7CcsZXJUGpKG3AoNnXEGdOX/HhXsyRw0ET+tVjfc/s5mveKjYc8af3auKa5EGejmJSNofDCV+usqAaZFYuuQh0nFqO1FQptZJaJb/4iMNv/jrf/8//t7z8B/8T5v/b/5XLn/yE315P/Pbf+084/Ae/zj/7xR/w5f/5l1y3Rv7oHo4DvF/FzpmvtPOVuQHzWYBSOtDXi4rC8QhlpCVguZCTTOESGduaWGP7pLB3mdbGmWfWsdMBXxexHvOArwu9bpJHblWTuSad/W4wkExgxaE37svEHY1iYm4c7+8YHh6Yz2e2N285PjxoLpKlRndzuFxIlwv2+h14YZ2fWC1xGKeY3qngL9/5lPLD75NeveTVD3+d8tmnPP2Tf07fFvFWpwPpcJQvFEAplGMinS/k8LdJKePHk2J4YzDT1obVqjjYtskzbLlqWpjDJW5dqOtKtYQdD+TeqdeZ83wl987dMFDSbjAJ+wT8FiG7n88JOB3Zto1lVtxvH0YZMIc/ylAGHr7zCctrY333jj6NcPhg76/OpTW+/uqXXB/PpI8+CraQ7vF+XknHl+TDEcuDPIyGQf4m+ai1XSteBF7t4CFZjCL5j2y3+4y+CTyvPc4DI6VGmRJlcXIZaUiWbet73Iz18cx4GKmtUixFU6b7JVnUbb3jJRq4myH0Bsd7WK7RsCySd4LiRLMikb11+nQXNcq399Gj8bWIofXdmy5LAi4Gwt7mS8LhSCogg9m0j9+icYvewDRoJDm99g+Y6PuglmD770PTGMY6kHePBfUhbvKBaB1qd3rTe7o10aDfr/XmFeFI4p1uBp17hLI8QtTARS+zRxS7WDh7UqR7NOc96oq93nVF16eg3UhStFsTcJMp7PNl38GTnUViIXO4pYzEwCnkBRb3vqedw+E3Ios7GgIH8JPi13Z/GMn7jL15MyykIj1kOrs0SRKTfntSvbagTKL/CJbgbbHo+7sN1NOgcz4k162qQU85BdO44CmJ/dud7ptqRU9aGwZt2X0rTCyZ22XIGs4NQwwe7Lnxz1oP1XYwT98pte7lOJctPF6mgfHuwDRfmWsjb6uGE9t28xrsvUvY4mLLsK14i4TK6qTWOZkzDJnhMFL9xJ07A53UG1My/v3f+i5//X/zH3F9/YY3f/IvufvlW9Zt4zEbPa4PxNynidG6ubGNKRItde0NGQHfFBzBNMG1vmoPZkZ8y721kFoRaoYdigsJESIxtAD+dvmLhQcn8V3f2CCO+uDWaSn8T1z9db7JfuDmSxTeYB5S3driU2TdUx5qEsnd9Ho3rNWd3jYsD2TfcYXnz0GYRbek1MHY4bEekhx3eV8Z7L5Jugx2W5MKhHFacoF1GN3lC7nHkv9Fj18ZRLml4MRFFQiQdcP3kLxYV6NUpeElkK+euG2i3XeHXgIsAOLvdiYLFo7ru1nkbvBkitWyrk3KIlrJs3/A2IiNtTv4GuSSIh0doR+MS7mzYKQXj40w0DA9dwvUTV8WoQ3FMl4SvjWSFUUimwmhb+sHz6sIRI8/aynu9bZJP77HFu9ofQk0LRWqQ6p1N9Am5UIyeTUInKmSFnlm7gvDMDAaFOU+sWD80e/8K16/M372T34PWxb+x//7/zW/9vf/IV7gx/+nL7m+PbMuM3zRqdcKXUQ9SykM8rT4uwc67bHpIYzJTWa/jT0bvJLsQA4qZrI9vSmi8RzScKAvC4q93dT8Jz1Hb5K0pHwi95lcDNIB60o+mHrnPhuvhsyL6QjjyN04cJpGynGiXZ9YHh/pDw8Y0MaBnhPURrlcqG/e0R/f4nWlYrQAwVLt5A7p/o6Osby/wqfOd777XT559YLju5n/7ic/5h2dnDLkQutEstMgc9qU6cOgJJ8KHCf8/o4+L6ShSGYzr6zDrOjMMZFHLdFWu8CT68zaOn0cKclordLXmdobM4W7WFMpyQfFiGKmhGN+6II7nZpgd23wrYaudCKxMbqTX9yrsZwzw2miQsgkgpXlztP1whsaPk2ahrSQBq0rKTl5UBKU16aCuXcxOIIyp1tw1c953HMON9c4N4GPOwuXuO9C65jKSF43hvFIaY20XklkvM/4CmuG7TDS9yegSzrQd/8iZ9damks2pA3f8L4qQaNMUJeg/GkPSBTp4suk/WUfCn1LH5YGfJChsffdY2YUdX/u2BE1QW27JeawLjCccBrNc0giK1RBxdRoTnqWtKVkuG7BYFvUlC3yS2BbZUo6mCY7vWIl4zXBURHsPjc8PDqYVzX8qcDWJI3xJNlaJppJw0ucUXUTGONi01EcLlpTvi6iN2+z5D5uWDnhdcGmUb4p3cQmef9Wn7lumMtbyeYZ6GKQONCv0SwUyA8wBzheJl0HP8EGsIi5NXeZzuYBn88YA0aVVKob9fEN7f6efigBZjqLZX78O3/Amznz5//ovyU9PfEP/g//Ob/5d/4WLSf+6P/x51y/eUe9XOBnX9CuVc1Pk4TUlzNEXKWA0C6vEBtVeMwb5E4rxzCNU7GYhiOpB4ge0ylKoa+bNPd393DdpVMrPoiqXL3SV9P3fvqINJ8p4yDpz7ZScmFsG3cp8WIsvDg9wPHA6RB+WHcn2vlJgMDjR2BGG0d6VjOfLxe2b97Q377F55najD4Vgf4dyXFevlBz/vaMfbfzg48+oR5PnL5+4l/+q3/JO3fyUCBYLzLgnshFfld9GhXhnMBPB/zhgT7P2vvrRrsubJcLdjxigzT5dJkR1tqolytbc3wYyYeJoVZ8mdm2ykziWFwTw5Iln8EFqhUB2D0nusnzoSZjcae6a+9fKkwCjEYgvZrgboJLIT+c1JDlhLVITHE4Pz3yfu3w8KCZTVWz2OcrNhrDNCiOeZnDi2QLwDHWEODnixibpADP1Wh7yqoRh0huI5rKWhVXnhL24hVp7pQtk9f3WDtjNmJsdDvQnt6wnSbaxx8F4NpgPIgsvS0CQroiYH1bgyDQxaarq6JZTydsPqsG6eLa+nSEZcYOJ018b3GM385HLgNb3cKzImS6qeAuVl9K8tTpKVNykkQmPHrCFSFq8gBVkDmyzuiYqKb4+ah1PeQ/hMzhxtS4IQp6Psc/GCSx/7IGnNEEaQgpqWeLWna3JeiazkUC4w407O97f97oLXb0skua0IIBomANFQjeA1jpYkfuz+OER8dtoq8G2KN/URJGDAmi5ef26no/O7ijQXQMLPcoYiyAIb1Nj6QTiyhZCxwk7bYGBBARtZgFqOQxOPKdwd935sPzFR5M8vGNCCrw/TpJupR8jGsuj8KUC/J+SaQhifk3HhT8MBTMCl4FXGxrptUV7/IvTMnZemZp9fa95BwAqWuI3aukRd2TGHoggNbSHkh6uza6xoltWfGnKwxHxhEsPBHHnBia07aFzJFkMQB1wqA16VyXywrunUznOCRKMRY/kjC2XhnqRupOsU7JhV88Nd78eOOXP3nDz7+6cj8U6rqx1sZlHFiKEjGnDrYs1FpZzPE0hoHrDnzp89+SqgI8xNLz4AJ5ooSo6Za4s8vYcP7N9bKzISwJxCYStSxkXNHPtgBGghIkdv4uDco5TKgDnttlcpt8kWxXdMT90RnFFo1eowyDSMMYNdJ01e4ksldZQJjqz94b3ST5AVR77ICHfoj9pnWz+LtY52435ksOltqHseQfCJYE4P4Kj1+diZLiorYKNz1joMQIfsByaJs2PJy05U+QY9MKHVXskNpgSmygH2xG8T/bN5peMct6LspN18XNUMliYedowHqAMdqgvUc0pjf1bWYkEs2D9REX07PM0tj9SLaK9WCPOPrsOfgwWxN+RI2DIGk6mwzLA50cNNktIp50GPe+6n2Np5CpONYWod5di6i7pCu9i9KekOyAnZXSarBgHA5H6mZcvTP2K5ONWJ2ZX7/hj/75H/D5z5+o37xnnBJvafzaVEIjN9DrKsZE6wJ6hhyUfAEfXpsYFxbXkKqF6YoyDOGDpjYYZFGvnSSQxHI4lgs173mQNq63AMzAU9dlGg94eMOYN1KScR7uZDfGoXD0xsvxyMd3E68+/RTcOGXjcDhiBmVdSecL7XzBppG1bszeyOcL+f2Z5d0jvjVoiiy2hzvKccJPd/hxUBHaulgpn33E8Df+GodW+Y3f+CGf/xdvOP/ZBRsGeimSN6V8k6aVZLSiGL6KkcpGGSc9X8nU1ti2je06M70CC3ZSXSv1eqUuM/O6smG0kqnbBsvKULWRda90BPpYielJznhONMtUb2ygaMrmzMsmPXreN5qKzRrw5Gxs797x5nwNM8QtaJ0CuqolLq3xy3nmXMEGQ8lYqKByo+TCkAvpNjJCIGCH3rdgrGkTpDd5I1XFhO/0v/0e3qcOcQpoD4hY6FQKuS6UMpL6hWSF3md8OuJsLNvGFl5LeMd63P9xIHArpizurTCU7aKn75RRIwew2SOPvuNtgV4+gMa/nQ9PDtbg/aL9HU3UPZu+Tu/AAIcC/aIGKXyRmiXy1ul+xcpJhZ936AmGA2GNr6SdvGucTQuVjr27YvcT1mb6cMKuKxxGWGcYHfOkRKVyIB2zmtuQxFhOMJ/Fctipp6mQHiaBxMsMhzvoIzZfwSaxV8Y7uD4FuD7GoKDi0wHvBe8LNuWg6xYBSOeVPR3H7YTXiq1XnXElgw1QL5EYdMTShNWKtUet/WaKm7cN0lGMFRuhGH69ktKGpRHmJ0WC+wKnl/TLO9a1M5gxnhK2Lixf/JI/+a//GV/+7A3t868Zp8Q3I/yVUd4V3ZOYN8sig7l1lnHw0p7d9beFXibty5f3sIGXRGozjHf6Dr3j16smosc7+jKLKj8dsDzoTGsNitOnSc/bqphqmBhlrdMPL3Xdjy9VrI6TEl+qEs7GYeDUNl7cveDjhyMvf/B96MZxyBxOd6Lirgv2dKY9nbHjxLatzL2T3z+R3r1nef0aX2Z9rsMBe/mCfDrCwz1+mlSUbY2cEvbZxxxfvaTYK17+zz7ii8sbLj/514rGLpmWCiVr799ZjHkYSONIxcjjSj8cFHE/lGgQVranC+PHn8h7yRvbstHOZ+r1yrys2r/HQltXmBdK016kAYTkqLaDEblo78+Z6s5mFgaJzjIv8sTay7Qq5mzGyCVRX7/m7dOFti4hpQrmiDstJa6t8vX7R661YWNWW1cK7f17es4M90cGyzIcDMNwi1S0vm6w6TxhCCPZMsC6BXhZJYE2dI8MY0RxJkkBzLQe3UjHifz6NcVzGJM6VsH6TB9GXdNloT9MAukS4FXMiGbsCW3Jw3S0V0l9tvDxMZ1PPh7w61kR54PYkVweIz3r2733451URsl9gxUiICL8rXqsrWjGdwPIdGOvFAGxxBG/D0eNm6HsrZ3bJ9M5GBw3tqqamx5nefJ0kwiYSxaXLVHM8GQ01D272Y1hkgimh1d53ezIQkg10g6gmH42x1Dn9u6igROeoM7Vbp3Kjkf0aFqj5oqPZ3DzANzlKN0FlTyTPDQE2lOCCEnNzmYDyTlw9Su9qeMRM0Ev5j0iiHdWxm3pBhBoklHoNevNoPPZhpbbdTcnUleCScOHNVSAn61jbdWZTrAyXXLM4TAynQ7kqUhC3hvDcWI6nTgcj0yHA+V4oAPLvHC5XKl+Vh3miWbQcqESPo2Y2O/RnO8XzlPGQ97o6JpJ9dBVi2LcUltyfGOe2LYNPz+x9VFt1ThShpW8QmkbttVgOAng3ZMFIRpxsvq6rPjjwYz7Q+GuHLnS6NcLl9Z5d17IQ2P95h35n/wLLn/6U16w8vIHL8hvr5zfzTxdVy45k4bC4Im+VjbApkhXyyZQJJVI3CzxPnQ/7qDa/jlF0nBIcmgUoFaeAYPeg80TK9wCiAtJDd4jvSdF/az7agdp9vvVLd9AvrQ/dyhGBLr4DR+wBD0GNe7ykBF7xmm9k6xRfGfZAOGJkrpTBpEfdk8ueatqO8o5/JEsYbdAmt17RTm7eyqWdwVhyGh3eGZsuQbibjnkQyHfqr/a3v+XkvN4FV1PGMgmulbfqe4m/4DQuuW0j5ctptKd3B338RYptN90QkN3Q9p95ynSXu/Hv0nLfmOqGCpIk2l6aDlMZWt4pCTBbQE49NDZWTiOBAQnUyxMkpO+g0GBnOesyXb9wBvBpboycxW5PajercZCV2Obulgw3fKNnu694s1I0VzLVVmuwmmQaWFq4Gmko9SCTLgvW9H1Tg4uIMT2ho+Bdass3HFXG2kcsaWxfv0N2909n33nBcN55l/83/8x092v8d3f+nWWdWGwTJ4OrLEptX4VnXgHuYKe6AD5oM/eV8SgEXiSTC7o0jNqSoFBCxPcnAMsMaOjQ9cDPCIXes60qutwuH+g1RWbm5r9Ll+TYcicSuKjNPLp/QOfffzAi48/5v7VK7btSnajn8+keSMtV9q7N/j9PbM71/dnDt3xrUVigpq47g3u7iiffUz3xLauFDP6KEPjp6/f8fivf84wwNpW/DSRxohow56d3jcZAefDkWFQISrjSBWeNoyUEh4dTRtSLgVyYq2VZVsFsCwLc61c3TmvlT5fGWsVG6lXNT/BRRSWpobQzag0rq0xL1e2OdIJ3Bm8YxX6VjUdySo42rpRdxNfdwE0U+jwU2axztfnM798utKGSfciz1pFo1GGRBnlzSLvtBwbn6Z9qTVaTreiw13yNlH4dhAomAAp9gkXSIcHLTjQ8DyM5OuVYSoKdxhfwLbQW6VtK7XKUNdtiqlPD0q2irc8jFA3IdxRwPVtppcjva3sxtOWB5yG1xUbT9xg/m+5sSwJ/HKVlMM7Nm/YdKSvq/7eE76u+o7NwjBW93wawjy0d4FXBgxHuF7EWGqddBd+Kmq79TqPZzX2J4PpKFBlE7UTSzAesZLwp8coyhu+uvw28qBjZb3A6UhfNn0I21TYu8NFBrbmit1OOUl6sscIjgNeDrAtMsAcFN/qXnWu5AO+PGLTAfeLAI5ywsYBv5x1XuVJr5mOauDNsekFVhfoV8XCGqTTJ5IJ2YL7CXzWcKEb5hsgxqIZMIVprofnQxmobWHrR1gW0osH2CrLF58zvXjBp7/2McPTzO/8l/+Y6ZNf53vff8VsMJLIhxNb77BWml+p9kzB95RgWXVuHV/oe5kXfDzpetdZ8pxBtGzqAuNBBdy6UhEASt/nXEkmznk/D+Wx0upK6pXx1Sv5V10lccwhTyqlcMrGi+meT1695JPvfMKL73yXu48/Yltnshnt8Yl0XUjXC+31N/iLB2ac+e0jh9bpralhT51UV/qW4cUD+Xuf0a1Q15WSEj6OVHeevn7LL89XhuPIZtBe3mHHg4AWM8gyrWPdNCm7OzFsm6a42yZ6/DDQx4lSnpMk4HnvX7aNdZmptVLnmXnbuLpzXTba5cJQN8Z1xbroz601sFFD7JSgDHjO1N6ZW2e5XtjmWSyx7pQwe/etal27isc2b2yrpDaamm/44aBzOGeW3vnm7Tu++fotbTjKXLGFRCEnqAvZXb5g4TUjD6Aq0GIcJeMrexqbiZk1iHHYUya1Jn+5VVIqM1MyVDKxUcqohjWt5E8/In35U3KeyHWDdAe90qvYQLVFmsc4wVblqbZu+m4wMX+uF1oLmal1/P1b2qtP6MuMjUr9s0FGk349Yy8/0h6zrQJ6v8UP3dvyjWIIxkjK7KavnsM7LAY6tTueYUjR9HePdC5u0oPdXFSMCfUHu2EsezMIGibGmeC+p8zIY/CWnGEBWoR8Rc2UwhKojVYg5wG8BRPDbuiGonB3n4e9YbJ4PW7vs4eUVL8m9szeUodwAJJFMIqi2DMhEzeD5DSPSFyJ98Ceo1ZvXY/xwT93gGOPOe6SudwkTCGHMJO9gYo+7bWBoSQ3kfktmAA7qxyBC/JxcT409d8vwb8Rk3uTxIgkubl8L/WaYpjuAwqSMwwj492JfBQ4bR2GcWA8HBhPR44vX3C4uycfjjR3uF6p4ZOyhrzHLGRZfLA+QoHQe7x2yPa8dg0ysunsdw36dmDY9jrUFVggOYiMX1trt/o1DYU8Thr+RO2dew7gySFnWleqi0A94r+dlgt5VBjC2A6sq6T0T5eZg8OyfUV7GvCvf0HOG/nuyOidBxcbJW8F30YMY+6dbRqUBJSldCi76bDF2rcUA30Lf6EwoEX3mSNpW0qdYhERvsvI2Bdv9LK+S/UKrW1iPHWl85CzfN/8eUXuMMVOerBkUdd3Ug6TcZzcNADf12QCMVbCu2RP3dJ3IxCweQt2lzABzylSoDSo9y6WSk7hq2SGN5EwnllT6kmze3iVSp5/A5U+BD+7+tzkruH6hxKfPa/8L3j86sayTUavZruxz4DEAlqAeETYBVWXPEjKsq2kjuInUw69YAobvkDACNpfLA5lyytCqSPjIsHRiivLIf+ATkGHv7f2TLvLhWeUZMeTgdA6kZ3GyK65dm+62Ck+0r7ScgnWRExaW+h1g67GTjtsq2KeO2Ad6xvdBpRRrWE2dcFyoUyjmkikQbQUU1RLktPEhL7kgs+zkPOhKPPctJGkVOIzxu8PB7xfuO6auG6U2snnJ+pPfsL669/j+Gs/YBs3fvd3fpfDn/4pX/75z/n+J6/wnnj//oleJq7rgcfHd9JWDwP1egWXI3QP3HtnEngknezfoRD/MJeI5KS+a2Kt0wkAjGAP9U7PoyLTMA7395w+fsXTz7/ArFOSIpuHlDmOEy9wPn244zvf/ZiXd3d8/6/+Vfj+J7z7wx+Ta2WrGzbLZGo7X6gOl3Wjvn5P/+ieNmbRh/tISle6J6oZ/XCiJWMbB5jkys220JaZfr3w1U/f/H/J+7Ne2ZYtvw/7jYiYc2bmWmvvfZp7bzWsEimKVRJJkTJtyzTsB8uGAT0IejL86O/kj+BvIcCAAdu0GkNkmUVSIsVyVd323NPsZjWZOZuIGH74j5nr0IDFW4BMEDwJ3LvPOXutbGbGjBjjP/4NP/vVL/n0/pEeVG7vDjUK0CJGUBkKNg70pulGXxZazvQhg4mdVMwZHk6U4xE6zJeZ5XLFrxeWy4XzsnLuzlI7h9o4FiMNRmsDtiyMKPGpm1ENHQ6tsVw2nq8Ly/ML8ioZKe6aJuxMLgyo+ty1UmtTLG2C3ozaXI7i1TmvK9+8XHg28Kz7vSGTXu+S46Uy3IBPsywa+O7onUTtsx5Gnslvh5mbiggJdlQ4uflNjyugMqQhzcVoIpOmE6lDqbOmD7mTPNHmJ7btc2qtjHmELrNTyqAG1psmRDmTykhrAQSOR4HC3UMOtYjBYAVLk1RAXT5Fe1H3Q33YYrp3U1XRdboLnxCXwXatwUAcYf6End7BNOKXi6ikB+3Hvm5aB7uhOOjn3AV8D0PICcKkjyop2T7p6gmORX+3LJjdwfGEr2sAMg6nY6yhDS8HRWuTxVyh09cFu3uLHZo+U9ski2iQWqMfRtXjhzuZvXbgcC8fjyljKzJF7RUrBpyx4/2rz9WywHQXzy3AmfmCkUiHO/CGrw1SI1mFh8+xZtJ2l0n3QBnxsyQ1HE6wOCQlDBijZAgcxKKcHuiXj6yr06aJ1DpDraTnJ+p/9yesf+V3Of7l32cbG/+v//afMX31lm9//gt+8pMv6Z54/vARH0au68zz++8kNR0PtKdHmXy6rovnLF+NdYEkCYelrCM0GWlRQhFZvPgeBSDW6GTdc14FNlnHx4m+CMA8vHvL4Sdfcvmzn2JWycOBQqOUxOF44o13vvjsM370e7/Fm3dv+ckf/iH+ez/h+Y//MWnb6NtGmlcSsL28KHFoWdi+fs/w5Wf0kmEqWDveWBAVw0/3tJSoh1EykmywzPRlpnvnuz//Jb/42c94/OaDQIfW1NzXRvcVxgGYKMOIDWMY1jk+a++32PspA9kyw5sHyt0d7s56vrKcL/jLC+v5hcs8a+9fK4dWOQ6FNGSGOmDLlXFRCkozY8sGw4hV+Z6czzPL4ydoneEwam91NXsE5ZpW6Z5pW6W1KjAro0jkJkFk7Z3zdeb9h0dellXJV71Ibjtf1HCMk4AHAszJwdIqWXHCQ0g9Whgkd5kaUoab35onv+0Z+5Qf02diRIBj7ZLwLTPpzY9Ij09q3INdYlboz59o85fUU5Oku2263+9PMM9B33c4HrDyVuf2csXffaHrslYoE31+1llwOGCne1235aymbJv/VW2z/1o+DBcbNK0h0RtIdKXapBzSxWAK7IPn3XckRy3Q1BSz94HE1HqIM7/v7FO/CVnEIgoWgPdbgpRkHQ43doQayR4D0I6OAe+QcsiPe6XvPQYuQIVCSnJF/H4qDulV1NtvmhcI2jQ7KwIcjx6loc8cs3uBKnHt5G0S6T8YKfWQGoU0wuL55AobcIrFGRgSnmCviJnv0QPG+/L9/3apjsAZN3YySzDh9+sT18H99V36bjTK955z70c1vXf0NcmycO/aIlb5dn0aKSfKmEnDQK3QfaMME3nKDIcj09094/0bhjfvGI4nRuuU9cJ5gO+88gis7tRtC+bQDnBpoLuDT5oTxoA3Rb/nBDsjImpj4K1eXymLKSWs5PBWW6VeHyQJ76WQyiZ/wpsXTxj7WlJ6aPiwRbvGXDttWRkHZ+wDhxj69WnkGuEMW8qkl2fS9af403vycWB8c6KNmXeT+s5cjafeObuz5YQNdpPsZzNy2E+IYaF+2BxKsGuaA72RB4HSvXVZrBUBZQLW4huPvVmq+p1QIKbZDti7G56N3MV0CpueWHahuMDCvyp8Wex2gxNIB7uBrQye9dqeVcMZAjK9tggTaeoPAnSV9YfHZydiuA3K69oWi0zSphtzLaxFUkpibHUF4djO7iKYYN1pDtbkD2M7qHNj4XwfWfz//fgLeKJoCqgmcwXC1Ied5lfiYBwgB0DhG70rVtK2RPdCah0mJTX0+NDBAgqDSX2gbGC50LZFPTlCmC1O3ezsyrS448Ok1lsAPLEZiAKgGOTAfr05WIA++x6wYy6+pwNEU+geuvydOhUHs9dYWfn2BeMpjHTL7Wa+IdcWMqYi47Id1E43b5Z0A5BoOhws9M6kArvvS983XpcvQFeCjZeBjY2lVrEd6kpZL6RstG/e41aol8bH6z+lemH99Cve/sHvk4YDD+crS068/8UvWP90o56fb8ZAPTk2HmjbRtsqoTmKzSvR+xZUyWAIVQfrgVSveJfEhUDE6UlUKlNajeUBaw3LKuZSWynDyJAyBzMOaeDBjC+HkR+/uec0FA73b3j7N/+Qr/6bf0pbFjXgWyUXIw2ZuVfm64XtPFMcuG7UA3A4yGQworm6w7ZVOIl1YLXBWskHIfXp87fw8sKnb75lXtb43nXoppxJvcdUxphyog0CyFKroiKmjFvkkB+LwI2HB4ahULeN6/ML7XyGujIvC5d5YQ7H9SnDsQxYU2RsGQcG7+R5oS4rtQzYonV0PV+4PJ/x81mJCXvCTcmksUR0JLRVzUH1MNt14DBBkvdBWzfW1nh6fub94zNtOoIpJaIDtcpQy9OggziixPZDn+YCUIfwTqhAdmmFjaCAVk0rvUd0bA8TuTisulSJAlskzeg9JlqWIQ1kb7RkGCNYDqf0poPQUaIA8o7paEJi3mVY6S0a3qB7J8PrHAd0eT0EkgmAKtMP3lyQKi8HTwWuzzjyLqAj453TCJcX7HQHh8/AKj6fYV1E+UxGyzKXtOGt9spUZETZAtg+HkPm02WT8+ae/vGjyrU+wtC11II95WEmSatQd+nkSkp3asBAOv7rI0z3ksUwkNYNrs9welABmHKwJw22Shomel2AhG2oeb5cb+CqJ3m3WCl4mrR+lgW34VZUuHdJO8twY5swJtLpBM9XnBoMLJ1T3oFqWF9QcVRklOszNIPJBKSU8EKqYKcBP0tyxN0DdZlZ1ws23ZO3lWF+IQ0D/atfi62ydj7Vf0RrifWbn/Lwt/+ANJ24f3phzYkPf/pnbNtMfXzU9csTqW/w5g1t3WjLDPOiqWAO9lid8aRm3m0SkNXFDGBL+KjpKblhLQ7jMiiFaNtIwxjgKzKX3FbKMDGmxGTOVEbuMb48HPnyi3eigb/7nIf/yd/m6z/6h9R5ZQCxAWOvm1tleXmhPp8ZzOC6UqcRpgl7fsaOJ6UAuVPXit3faa9cN1grMdRThGROPP7qK5brNRoNFVhWSkhQlOwzlkQfR6X51Y1WCq0UfJPRbBkL5TAxvH3DMI60dWN+fKI9PeHbyjwvXC9X5qa9b8rGoZgM+UuiMDHg5PlKm2eu14l5rhgwPz9z/fhIf34hlwxDpieZOeaxBA3daJczHaPGtk/vcDxKu75sYShbeXn/DR9/8Sv6eJIseZ4lYaqKM6dqHm3HYxTikmUlk0krJBXmW1XNlcJWtFaojXTQAIFlDlaa67xCQOpusknrcL7ifYD1ERsyqU8CujWlgGFSIkucTz0VpdaRYJi0nwwyd7dtlblt62BZcr6SJffrRKxxCyYxAnSno8ylf8CPZEp4ajRyHjDzqJ/ChJ1ojqzdDC1DPCUGk8n3ILjdr0b/OxCwe56EHGhfT2INmFLZ9mTNndUe782ATHgsEnXDDjLsgENPgZH0mxxF8muxRXaGAuxd3c5M6TckwnaJQvRUfYc6vGH464zF1Pg1D5DHEdOSAIJQ85Z2Jj3chuI7eKI6JMXTvQptUjTN+pR2w07MX8GmHo2y2w5yxHPuzc0OmBBgQ9plU/EeavgVcfuo2u8tie3h8mBJLTxYEuwfRE2ngBzPWWBWjV5pcMbxwP39gc/e3vHFjz7jzZc/xo4PPG2Vbz9+4NPLzDpeKYdK3VZsdQ2hi0A43/aLteNGgdjtvVhP+jwp0esihoolsQui6VfzDyUi2a13+lppteODBsH5cKRcr4CGgAJq1Je1JtaJJShWJIvp4RVYZJo6p0SyjpeClcLsjVqMk1e4fqJenlnricuvn7nSeKTzXTc+Ocy4PkaGkqRCsJIF/gSLC3L0ypmcRChwQ0B2ymBZRqpm5ORxjwCuuPke6bfWnZTCFNkUmSxT1TB+TWg/znv97OwSme6v90A2w3KRmiJWKqHm2CFRs4gjN8c9KTHH7BWoKkWKBdCQOqwAMjnMp0NeZiIfKKgrBYskB1MrhEWW2K089DsCQ90E2JTYSmrfY9C/x4bBbndX2pnyv8HjNwZR0jCCK+lAevcUNJqEW0z1nJi+aXJpVkilaBPNIYVJSZOcBHtKR9qLFh2FOEUOucE66fQwuslBZ7vtPHR3cioh5dHv6urF+7EB3YF2o4RZkqQnfJdIQRUyEj5MMp8d9guYdXAPSVr/IGRYLFz9S7/pvKlOz64ixUSxUxxtyIO8QxLVjmRYnvQyIYvyPGI5GBv7Ttbrq04yjBG9L3gNantf6WS6JS5lpA1GGSZKMobS4DSwHgptecF//eeMDw/c32fqt48wXBlPR7ZPL5y2xpYTa57oY2I1Z21K5DFXhKhvEW/lTQ0zovkpzaSF0d0qIAoortzutEUSxzDQWyXljLPRa6RCvFxoSyWnxJAHDjROeeRNHvhiGvjy3RuO00iqxpQnnv70Fzz9+r2KIUw00gR9SCznlS1VBuDw47e000E33eUcaLxMECmFGhts2UTlslZxg1MqTL9+JH37HX59wYnPu0kulVMim5NLUirSMNAHUazZVtYhK8mHzjBN5HHEpgPl7oSbsTw9s10uSibaKltVAVlyIreNoxtjd0XAuq7j4LqEmgg0et3YcmJBDWRuG1ZXvIgBY2mUkWfRvdqakNeeTPr03iSFOx7VCLXKsiy8P1957jsPTNPUti3yM6jguWFp1AEesi2TiBiGSY2weZg/tdAjgpsSfFJC5q3sDWcNjbojaDQO91wCqNp1uispQ906OR2xPmN9hbpS+x29VXoZZf7Vtb8kVypIa03P6Y5wfbFhPIu1QLBYbhOadRYjwG8w7Q/2ke6OAjK8RZxvgqWRpkwfGiyrDqlLyFvWK4x3cACuipL1daOPGVsWJfRsm5hJHewwaX/vGz5M8l9qouf6WvUdv3ujyX+vIZeLCPjTA1YWCKDDtxo68g7poPd8GPHritWFTpWPz3LR1h1TCEqCLz+HdSNxUPP3MGJPV3w6QZvxJSjnh4xvM9SiUmI6AAM+zyFR28DkBWYlw3CQPOwsgNnGorPs7jMZ8FqX42d5G2y9Tea4LpTK+gTHpPNsOtCXF7g6TAd8OeNpoo+ZeZzw04F890DJxpArnCbt/ecn/PLPGN++4+5+oP76A4wvjPd31A9PHLdGHQaW8YCXRE4XtroPJlY1lA50k1fQskXKiqjd1mQuTY8/t42yNYbDPbYpJcanB02uy0DaVnzt2DjBy5W6fEs2YxiPTFRO44H7MvL5YeSLH33B8XQkbzDmkZd//uc8/+obMXMcGahm6ENmvaysqTJgTD/5QhG2gL+I0uy1kk4P2FBoyJsp95WeotHHOeWB07Xy8t13+MujisFNe7+NI7l77P1F+/8wCkTJGVsPbONAHRXvO5wOkhMeTwz3d7jB+vGJ7flZfmTbRt0kPyjZyGvlkBJDd6xpMpgNCorQ9Ob0reJpoRbJb6greduwZcHHIoPzaRTDKRV6rdr3e5O8eMgaeC0rdn/CfMHXjXW+8PHDM+frDIiB0odBLJR1kaw5F+z4Brxh26oGLktmbKc7yWhyolvEZyLvkV515lt2rIySRbWqdKY0qQBvkhm9pvY4VlesjNjyiJnklkwn8nZV43C50k73tG0hjfLRoSt0wDy081WGhjtzwaKpZxzp12fJBeuqtZtH/HomjUf9Xv7NppH/pj42FxhtPZE6WMTDk5AnTl/JtBsYYknDi5ztNq0m1rEGJGJ9R0urFzEieUVAQbcssE60DmivrInbYew9zDFTAC755kly+2kzPEt+LW+LHj1/1yA1cZP23ORBextluu/EQoh0F1wgZBdgVMKX0AirUXc1iN2RVF9T/Fs0KwESBYCRwl+im6bidgNzItnnhtuIubMDI469xsja3lzq59Le1OxsBbPbBB6M0pXE0vcpbjyH7uOITvZ8G8IbkL2LPRbgTU6FZUOR57yyQmhdrN5UYqaxqk7OOgf9cMCPR4Z3b/jyd3/MFz/6Mct15k/+ZMO/+47rOFB9hDmznpsi23t8H1FDsn+8MDiVf10OJkKYn7reeWf3yvNgUBgpF8ao36tLBi6rhwKDgIlS5G9o+VVyJaaPgOuxlBvrpyTj4VA4HdT/zVvlukFtzoBx7vAxZ2aHzkLNiet25XIpnHPmCpI85YFpLNQMnhO5yJQ3JwsWV7wfD/ZH9C0WIJ/SQgUwpCSgZfNGRUbIe3xvcvkS7n2EbGSDieRNXkDuCkrD6C4wwrLA8T2wQaSGQHz265NU77PLnzRpJ5nYUPocFoatIjUY8RSxBlMS98SDGYNXEuqf9RXGprCn+rb6CjpahMDsvj8Q9UsN5lmidQ0LIHyPTAyWxCvcKFDJQoHyL3/85nIe2q2DM8FEASh0QaC7WWigZO4ZekRWEd9YpIf4fuXixvb97rihSa4JcgAnYn0Ea2TnqgWii+23dlPB6ugwtqTCuDvcTF7jPYaYyB1txjsVCDWsAooGTaA9op48msp9P0LGVXKAHxSdZ5F3vXso7BvmHu3Xt5s/ijwXYqH1PakCzNWQaDpfYs3s0xlFBUv3LCBD8VZaVF43VsvUBs6sQsoG/PmFZa6UQaCLP9/R749UaxxPB3JOjGPCT0fa4cBynWnmlJRJtVJ7kvloq7jJH6ZbEWOYnUSp69prvRlzYgNYw+pGScrkFitBDS2GiibfG+ZKGScmjJMV3uaRz48jX7y95800cWcnHn7v93jzV3+Px4+f+Pjtt1hy7nNREZgSa89sqeBj4e7NG8q7B15IrOvGdr1S80D3q4g/wyBTo+60ZaGnjB3vGIAv/+3f5fCHfxl//hXt+qIDcl3obUf+dcNb18FWUtZGljMp9Hk5zNXMjTKMihDune3TE9t1ZpeK9C6PlrytFIfSOmXt2LqRh0IPjablTElCbm0oNIftcqHPKmbzYSLVTctq6/RUaclIdhB11qQTtZJCKzuwexz5kOkMvFzOfLtuzFawXBQ912oY8mawGuuK+F3FgxoWyh0L7aLud0XbbQFuhgFd4haR6CtiuLkKXGIzJ9BoOcavkFygxrzoIM+FnE46SJr8CHpzmmlimizAmihQCB2r45pAVk3Ce2+7ilC0x+6vyTHbQstK9vpBP1rDRslTrK+4FdwbvjkgbyfyIPxrOEBO8hHpLlBknUXhTPIRsrIzfrIiX1MP+na6TYrxjh1O+HaFctJke8iKCkZUV1XikuQw3Im+vVzDcHnArwukQdT+LSJXSw6aqMGywekg8G5eoMp939484I9PWC/4kORhwooPOndU4Cvqnn4H54vOlbbih0PsD4O8BIYRz0dYXgB0Rr35icTltpFapZco4pcX7e/m2N0dFuZwtAzbFQ4nWpOnlK9LsD4PArG2mRXYtknpOtMBO0z0x0eWeaVMEUX+8SP9zYnaKoe7I7kUhkPh+HBPu7+jzDM9oSKublRPpAq9zbAukjAOJ+0vdIEiKWQryxUvoxgpRQ2vrRdKGbBIuurhmUUymJSmZFmvlU8PTAbHPPEwHvjsOPH5F++4Px65swMPf/Xf4f6v/1Ue33/k41e/JmXnrgwwr6wps3pSPPwwcPzxW8rnn3EmsV1nNs60YVD0thmMk+IWe6dFPL3dNQaML/7K7/H5Fw98/X6iXV5o7pL41JBF7qbFMQXORcMiz5ktPlrOKfzWEmWc8MNI88724SP1ctXS7U7rTUOFZWbCGHonVyctG2kY8N7kGZaz1tihxLkF6/Mz/bpgDvkwknYgYBVQ3rMSKyhRmG5OCgknh1gPZvgoidPL4yfef3pibUnMM4y+XmnbhjcBL/bmpMldHlXH5BJ6c7V3XvItocdSpl9nfDyogG4NsonFlhy/BKOludKBzLF1EYMsZH/+fIWtY+MdPl8k70wD6ZBgnLCXT/gXn9GbDHypm6a2uWBhFM+66h5vDaYjdn0hne7obRXr95BxG+hz1z7QG72dydMU59QP99F7p9VOyUYZDzqjQ4JidEoeqFgk8+m/irUVdb93DQDRWZxLigjqnbFh0XT11+ar6ay+hW0mJUfdDELjOLYb88LDP+WVqRAcmX/BdwQzuiWaO7XLhy+nGHCmV1BHAMrOkEnBPkdQSQdvTvVGK2GEaeBVjIe2M1wdbIjXdFfHsXtSuDxS9shai3mpmkh9MIsPKIhGzVwX5YD9ne6sgMA3YuATDYqrRU3xTakhfp3Q32wUvL9eoZBc76wbt/09EH4R3CKJdX4Hx2Vn6SU1aN0JA9EuyVMwAhKJMo4M05EvPnvH7/z+71DnmfXlkedvvuKX18R1MR3x8TreAhDLGWjsprIetaFks9GbJkOJsaqBM1nfWQpBQgAPKWnwqcQXUxiGu/amYSBN2q+8dZpr6KIkHuduLCw+cF03Ed7KyHCYGA5HeRfipGVhCxbOtXZ+dd4YMcrmIhYkmJbKlBo1Z+YhsRwLyyhpcw2bCIkTEsUEpqgl3EHdPe5Z61SEw+CBWQzoI/db7iYe60T1t/rr8AG1FLHTRYPIkPLIaHavwYPZg+rqG1vDuwBMBOaohtf+3aPv70j2r+Z/9yXZHxamtZLG3aRuhPekGeJ7BSoSAK5ZxqkRt83NtyU4xeoxAnETWQNqqyH1i8TfQAoTnRKJoM0Fv3nKBNL4L338BdJ5RvBd+5Q1laaH2WySiZ5XgUToIt50SB6RRb6jgj0m2jt1Tq7SFmyLG806Ujd60PmylYgoJtA4XVMHskmL23bt2J7KYwHnxgZxCwrvHUyxUrvL940illJcyDEauhZARZZh7B7zZHYDV2SLqBjj7J1EaPTN8DV0wEFfSmXE24oc9zeMHjGBNQgoSfprr+wRbtiAMwSQIcf8tlU8OQkhcMkSW3O2nPEUXgMxqdK6baTu9HVmeVaxfn18YT0etFi3lZITnA70Jrfk7E7tTs9FaTS90q3FIWDRUG2i8LYrLR8CWd+wvurgTInBK8URha6EkVEZdLDkHCSbxJASY+8cLfPuzZEv3r3hfhg4DAO/8z/9O+QvPufp2/c8ffuel6++VsH/7i25N+ZS2A5Gvr8Dc8bP3tBPd9TmrA5bGfHhCP1TrIukIqtu9OtMzZm8VQ5DYTyNLNdHvvqH/w3rt9/RDxOtN0hC6X1VHOuu0zP38LXp+J6s4EbzRDoe6McD23XBe2dzgX7ZYMPZkgXGaKStUTYxn/LpIEOlhiYXpeDjSA8teauSpOUh4cj40noihRFgDfSd7qQhY0mIdCoGw8hukNtShgabO+/nlU/bQhuPpN41jQyTLukcM4lGYlAj3WPTDBNJ6Y0Du0wuU0dPYKLyEnpNs5gSBGvNB7EMVPTo/hf1VAePsqAd75WUQwaA6eAajnjfaHag4GGiizwuiAJqpx7HxIraSOMArdPS9+R/lvVaZRII2lfcftjmgpbl1WGpiA3im6iU11mD5vIgwy+r8hBoTU3XKLo8aYhiMODuTfuQ5UaqleYu4+zBAiwr8OkZOxaBrrXLYO1Fz2XTIEBeKC42HeDlCfooYO9whPOzSIi+YjUrAritChhbropnPN5JxuEuMGAUM4Zlheko6WndojEcxEbZ7bkwrK2S+5RB50NJEZesvd89wWXR57I4uB8eYDljPooN4x3uv4DLo3yzyqDz8nxVnXoqAUAd8W3RGYBAUrpkDjLynGhzpc4b/vAQcjkB+0Rag+H0+cLyUabt14+PrKeTWDfrQkmGnQ7yvpic3DZqh14mfCzaM7ro1n0s+DDS52dsPMD1Sj/e0RP06xXqRh4yaZworZKz/CzabgY/xDk9KMUnDYWSE4M7h5x5+/aOz778jLvDgcM08dv/i/8l6bd+xNM33/Ly1ddcfvpzejHy55+TWmMphW0aSfd3YDB++Tn9/oG6Ndba2YZJRsHLCsd+2/u9bvTrlVoqedmYpoFhGnlernz1R3/M+vU39GkS+JIlY/RlhUHyZUkQlHrReofrldw6oxvNBEb0uxPtOkfz1aE1Tf/oVJO8IedM2hp53WAs5Luj/L2a9vg+DKRp0kTWoYbHWs5bAHcN80IKUKbWRPcxKPEFy06qSO456X72kuUXU52tdT49v/A0z/ThgK0NpoGeBrxdQ4ZZSMtCuhvk/TPEvlmCxddrUKgBc9Uqu5xmiESJ2vGsxA0CyPRplNQvppSpDJoO1ws2TXBddK7SYHyDzReBOD6HPKvSTwJkfV3xovXddzPKeZOMrIzy0LleSW+PMFf64aSo+9bwacDnK3b3oHPqepZHyg/40ds+oc6U5PKPD5aI5aLzPajxKbwL9omzd6fnTI9z3WLKLds8nf0dgRRKPAk5b1D997QPvl+bu8e5rHM97Ykr7OAJAcDF6wWmYGZ0E87f3NnQdDybEbMsMZ8yexsWz0Xs9zFg8Ri2OAH+cQM8rImB0iLlJDcxWm7BLnspH7Kivb4hpvBqoAH0O6/8lWB+x9B1L+vkcRHyHd9ZKnE23UAVbntUIv0LDBY1uFG2uZj42UNC9T2ApXv4G8Y1wsQ023utTqe1SnJZDOxeGO4erydAAhMzp5SED4V+f2RNxtMw8WyJl815vqwsS5X/XjS8ONF36hp1CMlXvJ+UA8TV3LwNIy31GGzvEi858e1msCUXrcFUsKShnXdXzymIgK01xtpJqUXL19mSM/fO2pIsAFNiB442N+rWJHlfGm2ppHnhNAzcm3wqk0NuDc+Fl3HiMhbmaYTTiWEs2KpEWHbQPEAR74hRbmKA9K4kNsf0oxaAme29abrJeXp4FPaucyqhkIrmYcxbIHWPa2UBMPRgYMEube+3Nanr1s0pAVbf5Gmt7bfo60Ld9WIBZBLvUbK+XabWY93bTS7YIpFHe8HOeAon1iBcaL+QCiGnLJmtCYzMOdNbozVorSFIqLPnWIDfvFo6AvETBHD6/fvvv//xmzNRUtwIgcYSE3aSKHMhuNLV60GxyUVT3UBUafKQoG14KoojTdLXdSB3sEGbmoerv4VeXRuG0NDbxug3Np5ocpHe03OOjx8adXTBaPEt7F4O4Y/gnng1lxLbA/Y9u0m77kiiNIwyiepC+iypeNLSbGQrAi12LWEPMz3fAiWVxo/eVIQNWUVI7ZrgxEK9gVV1w1sCv9KbU91RMsMotCyAmd1Qx01MePd6ux7WTQdhC/aOb7dpT3+u+Mt5v0KUprSEnjNlGimHUW7UrQcrYcTXlW3b6KOiQ/u66abLk7zszDQtdSdjDL0y5MKAqPPS7nlIoPxmGpYskWqjbJ3hfmQ8jYzZsCpE+PrhI+1nX/Hxu0fmlyfSfJX20IyeC+t1hmGSFhyhyvIlMSgbp9Mb3n6eeH58L51hTjoIL1cV9HHDe0o8/dOf8/Ef/Yxf/+kvqNdZjBszvCDqekz4TJQTSYICXMnrxuFw4HQ6cLnOLENmvsw6yIYBiyhnT0JH1/kqhkiTGdL4cJTnT49mrBs5Z4YyhKbYWHuTeWGSh4JbolknTQXzhl/XuB3F7JJvUyMlo4xHLBvNJPvpveMNzuvK++uVq0BdUVS3hb6s0Yx1UkmUMqLINBcN17ImRTlj64YP+l49UHB1rtKOCkFOotLTREVMSes0pVe9Ejr4LRIb3JKgyn1DNshlwDpyBG9NDKlUZHicR01GajAlBlU75gJU0uEB9y2aS7vdDzcnaDftU8YrM+UH+kg5DrN51VT4eCRbx08RDz7r+rgNeJ2xfoBTgcuMpZMMCLcNhhQBTMHosxTnCGLp3T0IvF43MfFWpcNw3eCoAx5Da20NiaWF1PP+Ac5n7HhSgVsyjEoEwUwTZlzrb7zHTQkftK7J+DQoWnWc1AxOJ1ieSeOAt0JvG4l7eumSoWR0hi0XYBQDpwwCRnJMg9oGwwl8AUb6OJHmGdZGX55IJeEPb+TXsGyRfqGkORuP+PZCbwV/eU/3BGyaBlmGojQ3r0VRy93wNNFGeW5RRvZpfuqdtK2kkuRDFP4W/vED9en5VjDldSX1aJhOB4bjRNvTbdzxNtGuL7Ql0Y53SqLxowYnd3c06zQr+N0duDyMBq+U8UAJ07aSALpkf0DKYUyX5R9Tmstw8M2JcSxYd+qycfn4kfazX/L4zXvmx0+kywUvBb4QGLBdKhwOlHEUPXqYaBb+UCVzOt0zfP5jXr75Sn5WsfdzPr9SkuPMfvrTn/OP/ruf8fU//zPq+aKG3gwfkFxkOqhZEOVEk81k+LyQlpXpeOR4d+R6ubAOheV8AYc8KsUm5wky1FpZL5/wrWJVINvw9oEMtO4CKl3FYBlGcjBd1rrRSwEEbFgyKgeGUUAV1ys9Bi1qniBVRQ2X4wnLiRbATO8dp3KZZ95/emHZOtxpwOXzhX6dxaiZN9KhkO/eBJNM36FkoZHUeL2GvxhKxkhFMeIm01lSwev30kR6EzjXm0CWIepFd1Lr+CCDZZ8Sfo5Gu4qOzt09tl1J46jUqG0TH3Y6wvGk4de2ybz47T03Xf18Jn35E3xZgvWm2ql3RW/bGCbY57M+4/X6//f99V/nh/eQZBSZhZIy2XI0zh6T74z1nR0g9CK1ThoyybWGPYalhPfCniCi/0u30AaIIWs0Vh7x1DVMXrPtg1y0t7eOD2JP7H4hWMJyj04pBWUfUlKt2fr+y3bzRUt7Q+FGT2E46S5/ix3Hib59H06aodpPKIVqrU70AvoF76+A0c50ETgTNY7Za90Jt2ujbiRikNXiBVijSX7H6LQAofRZjTCRDS1DA4G2MskgSC7cmBwBtmSXbCawI4Em+/cVUbOtBjAWDbjS9kLq1AU6eNYgIQXQuweN9Fbp3dm2xrxWXq4Lv/50pn/7xLaszM8vDK0y1UpZFpp3JaA1Jaq6of0WDbWU7Jl29EdnU034kMg5iXeRIoloCwWCmQCu5jdDUSxLrrcG4LNteBqBzrauvCwbuTbuH4yxOPNSucwV35xDUmLOkEtccxTtfl5pLzN1a7BuHLaNh2S8GQp5TPRpoNnEdTqwHA70aWKIFE9PiZZdjF9SAAK6d1oASFnIEt5j3dA1gM0meV0KXxqXrEcqewH1m2sFppQkVdvEzNAgMfqkaOE9JfZIb29BAuhJv1tigIVArh4DopT09703rTYDD3/MHvcTFn46XaaxSmd7TRVK7qFEswAyLGp+9cWNBjG4VcoPt/sl4XEWi1nTYojaIyEohQTIXNdAkIQ6EWFW0SsRjBr7zeCRvwCIkoISH1TrmGLTM1YjUszDz+CGPO2Te01fLGcsGd0HwEmtibJXkjavPEDXm8q2o58RpeZCMjtOCjACxBIxG9iZFpaNgmnziJzznRGilZO4xTLn0N+6B6Mgvry9ME/K5o4dB4astKHY1uhqLvOu8QxE2EtQ0XaUyxvGQGuLNslNU3JngzYKyUvxftANYKG/s2HSzW1FBqPeMS9Ko0nomncdFIqdqrRW1HD2gZ66aFld0V62+8ugTYUaBkDuajpd5no74yW3JgpURDf3oeLjHWNERjcv9OOEr1UNdypavIHqSuoCA13eviaar4WZnFvWd7BeyJaYHH7rx79H95nt6cwynWTOeFl4+rNf0WpluVxo5zOnaYDjkfHuSF1leihjZ2NKQHMamZRgHEa++Jt/mfu7kT/7P/2Z4sxSTKBtwCLVI+VCssw2Jd5/+57qSqbo3Wkl42XQ9RmGW7oAzbESOsV1JbdGnibalFmXhcvjhXWrlNMB75XaO8ex0DZYloU6LyQ3SchKUqzkKrPZhFGmkXw84CE/autKa5qyde/yBKKx1YwdR+o8KzJOQl3cZQBoWbrAlJEptJkmkV6otfFxXviwrDdKOmHY6h0VC3mQgSOgpI0w09ynRO1Vg2oBlGhSUGKSaFhvtJSEuBPchObhrVxuRZUKhnRDs/u23iYrra9inrWNVAYlBQ2Kpo50ZLwHUFuU7tOrTG1v4Djak1JK2LapOLhFtkuKqPhwuxU8P9SHlUK6XOjjBGlWsTQcwvxxwWqk9rhFKtKMtVGT/1xhPmPjAxQlSyWvkgBeFWdKM+zuKJAmqRjw6YDPy15xAnGO5KzibAC2GTscIdYVYzBUzld5TckIQuylw1HsyXkBMpzuwK4Cdy6bPEl61lqMCQnTQUyVAulwpH94Ji2VPo6wqvm2MmlYEOzEPo6SIOUp/lvF8wFfz9h10J6/rZA2PB9IrZJqh/KApwVqw7arCoPjPe1yhTRGTOeJ7iter9wmO3XGi66B95XmSSagwygZnpmaw8HkDwTs0lD/HniY6DFRTuQwqWu907wrccUS3jP9cMTbRkcSz35/hy+L5C7lqP2irniN6PeclLSDvDAoJQpiFI/aGlzPpDwyzSs/+ct/jd5nto9PrKcHeTxtjec/+XP6trE8n2nPT5wOBT+dmO5P1GXWuokp6yGmrNUSKRvDdODzf/evcfdw4qf/x9j7DaU62aQY3JxifyzUQ+bDT79WfG7OmqgPRekN7vhYXveG8FIwlxQlt0aZRtphYJuvXD4+s66Vcn+ktY3aGmUYqN1ZrlfqZb6dJz4U0lhgXVlmSX7KdCDdnfAx9v55pjWZZHtTpGR3p5JIp4l2OVMdJaJsG6mMWANLRXt3Stg0afVkgZh1XXl8fuHx+SrQ4XQE5KHlFqKAhzvyOEmuvFbSOOm8a6rxqIto002guGN4bYornjeBJVU+OlYX4eBhJkxK+CRWINEuegFfFrHOPnxU3GQuUF/w8QiXM3Y4kI73MMqbx3d50jqHdG8gDZOMn5eZ3Xgw9VijuWDLKobtdMKXCz5M8ik6SMrjy/qvbqP91/CxDz8Z1Hym5DFP3CXmW5z/YcBJNNCBU1jSoGcfI3cP8/eQd3TEVt2BETMTSBPSE1DzlE3NuwYhvJ7jIXPQEGz3FYn9O+bbesfiuA4mr5MUiS/Rpd6aR324eK9mNNsBlABO2H1G0Gfu6TYh300p1agalrLqtx0o2YEJ239W3JEcb2BvFvPexMU0vAfa5AGtdNBFAFJIH6IQZR8e70AUhgbRtvtnBJhtvLJ+kpgM0bXGM/D6Wh6+HD38w9wjulmgmCfT8No6dSu6ry1WTwL3xFYr87zy+HylvX/iafiaP1sy67zy8Wff8PTxhfOysrYwsPaIxv7+12TISyntagVw11BOP9BoXYPiPJTbcEzyKg9zVm7XZm/6SUkS3d7p1yuejLxVEp3FMltamSaHeaZfV8aUOJ5GhlJuxq7unbR08lJpzamlYIcDQ4G3U+HtNGApsWJ8TJnH44l5GGVzMBSsDMplqDXksZKEZks3Ody+kmWorwFjTjvoJvCKgBL1JRow3FQbJRgtAi26VAcIMDEPnyBTDPirQfN+O8iv0ZMCQLLthtI6B3c2/s4s0cAzcZP+xVpON6WJvtRXiZveeQcsDIoVdhcJTZZue4cF6yiXFAw39Xgl7Sk9SUBckgTVo+5XuFYAKt3JdDULyUhJLB2Dm6/R/+BMFNwESjRR+dQ0NU0+kr7AvsXUucMtRYFO742UFF+pGFHFo/UemsJw+MZfjV32KKdmKu7A2UmDzZ3CngATm280c53YDIiiyjIkTdrYNOUQislNfkBsTp6SgIybH8OOFgu1EhCkAiG5XNytdUhdNPPdB4IUaqHttki8KbZXSSJCAFMZMZvwbdFUP40BaKB4yeRYaqRBHHKv/UbFEu7kWDlgTdNLuqhUvYkN0EGocRFoJTfx2Dh6UNjaps8f7j6i3QnXJwWaGX4TnqD3dLsuTtfEK3X6mGglpDwoSravm4q5YSBn+dK4G32bMR+wrWJkcj6Q68DQrjz85HN+6z/+H/P8x/+c+tV3zJeVui2c3FgvL5JpvbxgBsd3b7DjgXwYaXTKNNC60Wtnmgq1FNo0kYfCweH6/MJyFqU6H+/IlsnFyeMg2nDOTA8n7h/uuX58IllleHvHNUWB5qH5NoSCJq1ZgQcThNnreH+H58zTp088f/jEvDZskNni9eMLw+EIOVGXhe35LO+T40GaeWA2U0Z8KqSSGA8TbrCtGzlM8kpvmtinRJrC6KpklmWjXRRHmMcJKwOHt+94SJlaF7bYsbx1fBy1ORlctoVvn8681EaaDpAKLaJjZSAVm6+ZKHBZqT+KtwxZFhmKWCneeWUB7FOfZLQwU0opkqeCUmtZp2RPmkxLztZJpeg9lAm/zjR/lQ/taiAsXNJ7V4PjNWQg6JDfad22z3eyDtas52BTwhXbLKQ7qQFNlkP/uR9iP8yHtQLTCV5mMBXUft2ALibdeCRtnV4v+Brm3Ijp52uFgyKAfdH+1I4TtkYUdR7IJUD51sSw2A2qS4HLJ2DArw3uhwBGxDoSkL4XQJH4U6sar7VLJlA37DDB0wfwDBMwe3gfrK8TjyzzT64rDBYmsa59uBT86RzyBQtAxsVKSC7ZUm3Qs/aibcGXF01by4RtVd4lPgsESYk03MHpgfb0kU4jlQeC+xWT9Ir1jVImnFWS0GzYtsT+U2F6B7yEt0VMha8XuPtMRcPW5FFCFysmhgLWIoLWgymWAphquymcJoipRMN5M2y0AFqkUe677GIq9HIKirfT+4FeddbbUMhhONstCWBKklWYJ/J4ItuBcj3z8Ns/5sf/u/+Il//nH1N/+TXz+UpdZo6WWF+e5XXz9AlzOHzxOXZ3JB8nKp0yTVQXpX6aBrYy4NNEGgam3rk+PbO8PFG9kR8+I+dMTk46jNjhACVzeLjj/s0D1+8+YVSGd3fMbHhE2/ci7xcllMXEt26YHbT3rxvj2wcxGd+/5/mb9yxbw8aBtq5cv32knO7gTaJeL2yPT6R1JZ+O8mkwmA1yMsnXcmY8HnCcuq66Zi32/mXRdzRExHjJLJeZ/jSLfTQdYJw4fP4596XQ1pm6e9LVCqNYJA7M85X3333k+viCvXmLj0factW+243kGzYeJME7lPB6QT5F0xAT+QHuJ7HHquSSu28MU0w586h1OE6wbkqbSsau5e9m5DLQZ8le7XjErk8wPuDnr2JKbNh0p7Uc5vY+3Om8uHvA1wXv0QQkAQC+rexGmySlATKN2JixyxUbEv3TR0m27jNcL5BHUllvINkP9dHXevMPsGDBWWrym6iSrUTRDrwCEXVrur69iX1M/IzbDQFxM/CNlHewRH/K5+F7564lUnGs7VIFFwseXiUMpq14N1pl+BcdUXqvasKySWr6L7BaQwazv7dgaiQTANJTMDECxtgxmu528w+RH4TWslk8Z0hPRJwwYorJ7hmhDyAvPX1w1fSvcoW9Id6HODsI/uoJIoxh359TSGCaro93MRNilsx+lX0HYuLZomHerQPc5cOy99E4AZQR8iRJR3rIaJKZPkfv+Nao80LJ4ZUXNSJdtfF6ufL8/hNzzQyPC31buHz3NdvHJ/I8U7ozR+R6TkaaCrW6zIazki93MNR275AdXCnhX1cFytkw0LdVR93eh3mPuGl9vxkLiwiPNCmVEiwrx9OR0yDgZav15nNiKVFyYiyDgOMuVtawbgy1wZi5P51odaRdE3PqjKXQUmK2xNN4ZDkcMAtj8vDUsu6ULLPmlBMFCxBFYMQNJDG/GV7b69cagKFuQq02fYEJgV108KT3n0xJsu4btXcZq5uGUXuV3HaGkitAg97EerFEsyo2f4B43qEn9ea3yOzsrzKfG4Cior31vRfVPQP+yrqpjd3BsBHx5fFdJxevJt8AkR4sM51tFv2GkWhtEwiTIn20BQBj6mtxeeBlGUnEvNTCz3F/X//yx1/ANUuaOQJV9hZ66xsiaRHXPWnqGy6+EBKSXhUPRQFrYawnlDU1NJUKo1RlRqvZUsHWRBcNFyVj93uISSNBf9opc75JgrOnfViY7AxDULsUnyqGSlbBghBLyY92hkTIj/SB9acNmFe8rRAGi7YnC+0oWxnkzZDCX8H1PLc46BSO9Q7eFqxvQSnawqCrYCwkDmH6sx8mHchkX0l5xH2NAjpB77ReyV7xfIyNcYM8xT93SKPoSpa1nwe9UtFkWrR6LcPDVCcZ8uBIPTZpLUoPX5yOmteO0mp6LPycK3VKbDWTzBmngnmiPj/TtkpfRTMfhxM//uLHpL6yfvoVx5y5/NF/x3Cdmd7es1yvbNeZYTxQu0uVYfL4IAMl0ZaN7eUCJjO9VispjbSi6Z401xsffvENl+dnVoMpayKRMfaMcSuF4c0byrs3rI8X1usLG0Y/HpU0U6sohkFr9LVCielEq5oAO/TTxMv5yqevv+Plwyc4HjkcJvq80a4rh9MRrjPtwyfSdVY6ySBz4qVtXLpTaqPUjbR2xuuVQyqMyBGhZHnHpEERyo5om+0y084XIFFOkzbL5Jx+97f47Hhk/fiJ84tSgXoyau00YPPOp/OZD9dZ7vMFgSMRzU3qlFLEuIoJiKoMpQ8Zt8GIFvVeaJnAndrjB7rpfjCL2LFE6jV8Nno0cQOvJZdrwuiO79IauppaQ4ZURWyYfQrd1kX3WSk0M9HYrUThE7KkkLlhSpJKQyG3wPl7k3mn72VJEkPoB/1o4EY6yOgS3wQ0LD0YHx1SJR3fyHSubZKYbAYHTda9LZK2WMM3TY28xmRlmMQeOY0yJz0EkGKIfXKY4KrGDF/la9QMFqWKGBkOYnHx/IzdPahYaLPYkmbw8E7ASR4gX/TPxzA8NReQtlwEzpQ7mbzu8qLzkyZ44wGa4dcneVj1C9gdtq5qEAcX3f1wh68HfJ2xdcZR49ZtwYZ7BPyIMePbFcYTva9YndW8XV7g9E7r+gSkoww3LUxCW9c0f8z48ECfHbcV8wUv9yoU64pPR63p1rBhusnvdMPGmeIEuN1u1PTbkBYUkxxgZ9+62AuW9Pzs0yMTeG6ikzcadUi0VEjeGI93GInt8ZG2bPRFYMA43fOjL38bqwvbNz/nMIxc/8t/RLlcmT5/x/Lywna5Uo6n0LHLYy0NSaPUkqnbxvZyjljNRF3XkHdKrsI0YdPKpz//JZfHR1Z3xhy0ZA9NdBTcw2fvKF98xvLxhe3lmWoJP52kKV9keLpTg9mq9iuAWpWYA/TjgfPzC4+/+pqXb99jpzumw4RfFvp5odzd4ecL7bsPpPMFuzsp8j2S0S49U7aNsi6k1tkuZ1oZGNzF5sxJhu8768o0f26Xmf7yDN3IJ0l2kjmnv/J7vLt7YPv2Wy6fPmnvx2hVpnxrb3x6fOLT85lGw4aEbxftkSWR6oV8OAkIW4N10Co2HVWPRNOJIZ+CPKgJOEyqC9Zg9JnDOuM2kDcl6rGu+EneL6wrTCO9L6pNGrHmHb8+CgBtM0wP2NqxqZNObyKVRYV+v5z1HocM40ham4DyBr1exZKbCj7LANqXGbs7kFNRouJ8wS8XDad6w22U8fQP+JFyCm+JMAOPeEozJ2dNilNElvYb4NRxE8CaS6FXga64Y63TkqbKvlcPu/+JRfOe1Mx0d5ILOLFsMesM/sa+faUdRBGzOpPoaRfOaCNT4yYDf2onm8eAJBgcyTFPO/1WLZh17gbjeFAYwIyz1djrut5HQkfOq28htHh/YqIQDWBIdWJQDERDGU1wlzlnkPxDbrKDRfvvJDXP++/EP92yA/fr73pvfZdE468/fwNdXptjj+67xz18k1QFvcb3obSLXeNGsHMEUu6JTCQXC827zsqkwW0Pn5nWNVjLvTFtG3Z5odVGXVfa85P+9E4zAUy9dZqHv0ZT/2UGnjI1/FBSMvKgGOBiKfowUz+Us8CRYMX3ugp4CauGngCS1iICnmSYInZdthRDPGM6FZbmzLM8qiwZW3OmoywtehdYm6rO13QaGR+ObP3AbJ1fzlce5408jNRDYR1G8jiRktZgHorO1L7RkgCSnoyaNLgtJpaFvrydpRGJVylp/9uHhE70eqFOiN8zu0GU6vEceTq6DOLbrka4MUMUjuF9t5ZIfD9M3Ag/lZwCyND1Tq4h9Z6a5e6BRUi9kdFzhzAspGaus8z3td9vHi4RUH1L91HGg95PToZ7pln4+cSK31kxAtSq0k93li0wDEXMm+5iWecCidv+taeH/Q/PREmEDlCmQBZxgcCOU2ijaprqyiAv6PzmQoOsk4N6ZZEfn0swViSWp9uw4xHs2eqYoiT9RlfaEWkCQIjfTYbx6hbcfacYqtyTHis2ZUyFdviW7AiegIrYdlIJ4MMkXXDoVY2YjYOMpHLQei20mlkGm1YyyRvukwCXkuSwXzuZQu9r0CMNkhgBrSvvXHtlIm3XoHqBlUmTnRb6YxxjAjKeAjkfimKYgzXkLpBHjWl6PQCpgZwHdE+7UXAtkjE8bjQPxFeTpByuzTtKHTG1mOTFLrcLGVgNmGkTSm4MJTOmTGsT9dJp8wXIvPvsLf/Bf/q/4frrr/jz/+KJsnXq+0eOD0emIbN9WqnLSjPH6wp08pBoQ2GdZ+raaJZYrhfa4ciKC8wwY90Wtucn7JwpecDdeH4+s7lzMkjrhuWsCd9QsOaknnhTM+vDictyoY5DoNPhtZOSNtq6CuG9Klp1P7JSyjx/95Fvf/Yrnj99Ym2N8XRgPI4MJE6HQcZaT8/YupKGzFaytHkdlq2z1Jlh2xjWlbI1WoqkBUtKQs3GeFBssidj3jaW8yxquBXydKQMsTmnTLLMZ599yaWM+DRyzlmgzfXKZZ55vFz4+tMLT+uCF0nlvEcayzCQh4Mmt9ZR5HFsituiw2qfdvQdee43loi7qYhtMRUhpkC9kffXqpLeSQHc2RkGljP0RTHN+wYPpDyG79CEtUoeptjoyw0Fb63eJicZ7VPJdkNSvcZrAVL0Or1iNuBd8caWCn273JhXP9hHSbDO+j5Ob7Vfny/Y4jDW+HvHlivJKn48Qc2xl8ZBmw8Cy1pRDOJTxQ9Z8p5txn0DuwtjtwTzVcXxcNIaGeXrRBkVY9yS0l22WbKaSGCy41GSuG3D86C9v9Xw7TIZi8Zas26wzPLZKjuIP0B1GO9D7mHY4V7Hx+VZ99Ppgb6u+HiHENmiJTsdoygPsJwDbM+k4wH3gvUkn4frBa/yemJ8hx9H+uVFbJgiT490/oQfDuTmpPEkacJ6VvPXHKsTtIFeOuZP4ZGiqZgXJaeIcXAS4N0ldZXEkrjXLPb6Ev+ua0DWGZniLEgQPi8R+d07vYzyKbJNZoy1CnAnpIPIPylZoZTMNBRaPVDNqS8vmCfevn3L3/rf/6dcf/Fzfvp/eaa0Tv32Pce394xjYXu/0JaVliUdAicPmTYMLPOFvnVaOrM8v9Du7tjo9K3SzdjWhfrpE5Zi72/w8umZzZyjGXleSEPB1lVneVfD9tAy09t7LvMLtRS6TwJISlEj1DxifDOcL2JzuBqLlBLP33zLd3/6M16++46tNsa7E+PpwIAasjIW+qdP2LKSxkF7f2v02lnWyrqeGWqlrAt5k/TRS8Gy9v6cEuNxIh8kyVnmmeXlSn1+IaWBfHekFCMfwkjVCu++/DHXlPFpwj++h2miv1yolzMvzy98980HXj59wlOReW7vur9PJ/LDOzWc1vHjpPVtiX45k/IA4xgy5j0XIaZ4URNhJqBzHCXXbpW+IqbMMMjbqCTt52NGRo9RR7mmzpq6JuiZNBzh8hGO77DlBbv7kV5uGPEqtoE3yAGmmSvNzYKZo4jtiOl1Fyvm6UUA5uGEn5/h7o0Yx8/vuQUR/EAf3itmmZQGTXut0NuqoaB5TLR3W8gA0sxw28A0tMwphiZual6dgE8SezKE7405FqCuzDOxqiaHeIHv1drmSv7pwcywnUGtg/82mZaMQC1Mylmgzz7TwRlSNOGiv2gG7pk8ZtaSWBcZ0fbvwRfgu2UI2bnJTTS2jal7tB3giofO3wdB7AZkq+9t7L6MZsKI9x5HNXb4YezPu7NIvtfq5f3979cxfm6XGgERw+zsLbU5qtsgJDv75XMBQH3vnVRLqfaXp4jkH8hiobtYAq0xJGcY0o1FQOtkN6YhUYZCL4khSdbrbWW0jqfOZavK1gg5SV97eDbp+yOHTUJ3ejJal1dI9hTKIg3SX+vERB4y1gpbEgDjRlSDujwr8VlcNb5XgQbWN3ovzEtj2RrJMqVAmzKtO2vtrJszlcSYYNg6YxXYZdNIOp0orbFeL3x6emZplUMeIY/YNFFKCW+OTEpFwEJ3tbL7nDLYm/qedI8l6xQUPd7DNDcFYGC79MV1Q3kiaty9n00xOFc0927ebB5SmNuacoQAykNRcroYksd9Zi4z9B1Ed7TWusXeH9YfKUVtEfdmj3sjm0BLCwaJ5IEeNjd6z2YaxMpxJ5Z8KmG6bLfXzo5khrHOmyu1aq2drTcqFswy7VctsJsUzK0W5rRaP5IEOsFu+g0evzmIEkAFNJk43g5Jvuc14tgwSodUG1ZMzJV9xTZozJQ0BFJmUDs9By0vixKWTI7d0jjKdVfO1WFqm0LLFTfxbjq7o0+7j4lZEnUzDFeFeEty5KgpTea0HpuMYOAw5QtzXK9gQYlGvhBCjTLuW6DcQfup4QnRHQkNZbqm3wn0LA/sUcq7oapMz5SL7r4J63BN0mXYOZDWGkP04YYUemgmLMmQMO1RrmWUC/7QcSLWcberGQ5R21hcs3YDSuyWvhQb7y5XoQeCuwNiApc8ixouA+2gxO03kUNJRvJC21bavFFKY+wdqQ0TQyr89d//K/yt//h/y5/+0X/Jr/+r/5zke/wUWOsM4cvRWmLbVoo5+TDSl431wyPXlNnGkdocG18R7+3lzHq5sg4T4+df8PBX/jLnMbP9+uf4dCKbkWujWCL3FlOrzunhgR//+3/Id7/+NXz3QR4vVB0IJTx0kgkk269VbfR5pZdMn4zr0zPreaFvYvZkkzHs6f7A0Cb60wtn77QhUz1xbU2poIYYXos8Bbbros+eDJ8mcjHGBAeXw7e+HqfPC/W6kiwx3T/w2Zc/obczc600N3hzR/kP/h3Gb9+Tv71n+acXrZXTgbaufHx84ZvnC7MnPE+3TVh+D0RcsyG3oZj87IhvHnBzat3ISaa5Fg2HNO4WIKQFUAr7k+5TLNs345RvcxMjkGjvsbaUEkSTNMGQ4SKlSJvvsfZNjbaVw60o6d5JOUWR9b2CpYUOdC86bKB7xW0UCNtnUlbSww/54euMDsYVu8x4mgCHYwkpSME8mpC6whz0+aQ0pB389KdPinZvonrTOl6a9O9Fceok1NCEP5MdjtpXPeLhh6I9tm2hfql47dhRcjZOJ7FYxqxUj0EAtbUVTiM8PkMZsM/eCsifXROrtUK9YPefwbbg051YLcc30BZJUKY76BtumWSLivxxUBW9rSGJ8ShWCvQzDHdQIR0HqAecJrklMudMvtEvV3x1OhV4URrScEfzDR/vSOtMrpDv70SN3wRc+HbG7AijKMB4w8cR31alsw2TvB+iALVh0v2bksCqSH6xHVzfAUaIzxA8k5TZafRuOby+El43nf+9aRKpGlL7Y0yt2rLQl43cndIbJSV6ygzV+eu/9W/xP/tf/Uf8k3/8X/PV3/u/aU+Ls4fWGczlu7Jm6rJQvJOPB6XpfPuBa87Uw4FaG3bQpNkd2uMT6+Mz6zAy/ujH3P+Nv8ZlSNSf/xkc7sg4qTeSZ3KvAaaPHN685Yu/8zf58ItfkH79NT0rNrcb9GHEe5OB3yBvKII63udZzJfjyPzpie3lQq8q/LIpAvn0cGSojf74pL1/LNSSmOvGFmclm+4dbxv1epGpb8r0aSKlgTEZE12mnVFs9suV9nwmpcT09i3vfvLb9PWFpW5Uy/DugfJ3/ybjV1+Tf/Vrlj8+q+i+P9GWmU/fvee7bz6wVod3bwV89gF7GPRztZNOg/Zwt5BXdt1Do4Ccvq7kYYBlxg6qL3xdtS/s62pdtNaGQUBdiz11CC+UadJU1bgxgr02NW15UApkSjBLypvGI2nSYMvcZWRbF+xwhx1ON7Bcss2ERUwprQZ4swncyV1VcDkEaCrWYp9fsMMdXM//6jbafw0fKRe8zZIXpgMJfQ/eItWMFDLvoOC7PD52BvfN5ywlAZDeMZcRv7OjD8DOeEDDkpQc8/BO2uuRXUJ3O6/FgPFokqCrFSHhSIasKjftQkmSiy3QgV4r1SF5FrgTU/ge8vXr0lW7rpJOZ4jepCtswTs5KaHEo6HtMVkXo1xgfXLkWWTw6pmi66u3HcahUiyQdlZINHE5flAskVfA6SbJcQFS329Wdz9I1Ws7HrOb0ur5PP5OCut9sBzy1qiL9oQkR5/NfPfg6Bps+t74Rg9gmZxMnu/ubN0BydJTGRmmkfvTgfs3d3QSz944rwNryOUz3Brr1mucR/LzSl3rp2GwydyhtUqrYjvksTGUMfoqNcgMIzlYGtVS2A0gX6mUgjidNWi5saHHMDqvtOvMNWeGofAwZu5LZr7WACw62QbGkhirWII9ZWwcZZRtxjCOLKmwNREG8jCSUmLtTrZMShokdYetN8lhcqKYMQQA6B7Gr+47kUlMpbh9MCRLsWDlmQyRlUaZolfcmU+7tsuDxa7YcfW/ug/llVaDdaV6xmPhpQD3LBbwfq0lEmlBehChoePUtsmHi/7a73r0id3p3gRqoPvXCCkmhDGuxe8bNzOk2DPiNgnWZUi8wghZwA/yNYteKQXDRMNe7RLJkoyzIRhUEUDRb84y/9LHX0DO86opvX2TFhM3jwmEZem/g/blobGW+3+mmBoVUvAX+k5hSfRwb09NkUuoNQqAQjdStpGepMPsezSPh2dDF2reTZRzdycn0XQslo1Qa9185i2ivOJxc6cur5s0XXIGOWuibaerYDRTwazLr+cYw2zRVKRaeKzoII+fGzyiEROeuxg7XRthGo1WEz0Fg4eF2ge4NkoaKccwsO3otXOwAproVJ4Snjc6XVMfM4FALkq7kW5yHvN2YxbdtmozsAYeh1B41bxuvYoq7Rb+FwF8mRAPGQxnmYjqe29IC1+odaOSlJdeNzLG8TTy5X/yP2dLxse//08oOPkwkR6ODN1JtTOeTnre1lnWhdw7wzAICR1GWGbW3iAX8WLCA6PNFZ8bPs0sx4MOeIP5/ELJMLiTt4WSEgVNWcrDA6e//Jfwt/cM53vu3r3h8ddfaxIZYMmrSRPkURt2mhQnvW4b1w8fqecLp8/uKPcTrVbKcaLUDV663OrXmXY901plA5Z1o7tRkjOsVU1SX2l1lrdAGcnJWHNmHgZO2XS7dTWfOReGAm6Fd3/l9/n9v/XX+eYf/BHzr7/BDifmb57407//JywsXD5+ZJ5XhiJDwudW+bZufNpWeg653rZrP42UDmKMECh7Cr8iwvO7Rrx1bNbkUdOLlAKD1Hu0TnBbu5oxJ4ynwHwT0W6/7bIYY25O6x5Vg95TGich1FnTYyVVxza2+2J8b+2p4hbQ8wqGxAuFfDA1sSUMV3Sn5yj0Dvq89sNO5yEP0DcBAqvAcQFSHWsd801TnvkshpNvarCHSYVJkb8DhztsaypU2qbpfhrwpVKmEVtnOE54TzAO2NY1oe7A8U5gSsraa7LhS1XKS2/4MkM+4fOK9ao1MRwwazFmSkCTX0ufBbJZwfIGfRVVejog6VLGfNNr9gY+hpFnSFRPE1ybPKyK4XmEY/g9JFNCTyuk4xvcF8w1TfERmGeESTSsHIFR8tAD2LLiaRXgzYv2seuGj0f5C5iDF5naliOMk5JRxgm2is9X+rrgD0cgQVtxAsyKgmyfWEliWmIUqUbHcMli4jo7r94D5Myu8xGLEXrOwAS2hTfFGN8ROp+azoO6rNReGctEebmQDQ6f3fHu//Cf8DJlPvyDf8RgkO+P2Lt7htrJ68Z49yBQoXeWy4XSRso4gkGeJrhe2KpYIiXuZa9N1+yy4uPAcjzSktNzYn56JJdCMSPNMyVnio2klClv33L3B/829vYt4/Mzx8/f8fjzX+LLdtNUWxiXZ9OebzmRpgMdZ1lWlm+/o728cPz8QUay60Y5Hsjbir+o0LVlob0807aVzWUs7q7Yz2HbZGraNgEzVd9tPh5YU2aZRo4lBXCgMy8Powz/SubdH/47/KX/8O/w3f/977H84lfY3QPLVx/46f/jj1nazOX9e5bLQhlH3BsvdeH9svL84Ym+exgtUZz3Rrp7o8KzNg2CRg1NUsqktuGza22VkEcej6pbitjEvikKWiBcDQmUJGEeHiW+zAI5ezRr00TKYgm26yIT4rpqGDXd4W0mHd9i2yLg9U71qNWKl4MK4XWJhjPBNIrS3wIIjnqJVkml0GuVN12t2NOLZIHLjN09aM/6DRMa/o19OKQ04GTVncOg/TJpIt+74u67O7VKEpGy0VunWibXHjJ71NxlScl9Z1XEENHxW7PUvWs/NlfdsDNW9uaJaHLS94ARIAr4eK0cgIIkR3saCEkT5tY6dY8c3xIS7L7K03rrMbFOEafbaYYSEw0BdM1v/YQGhkb3FkOf4dZTdM0hsfzKZdmn5uYxjIaY3ocnCsEV2S0TAkyw/X1G28netkTP0r/PVsFu03RDbHL3kF+/zjrVYOcAooIZZMkoLaw+zeK9hrSjGOaJpYs1ImZ/IyWZcC+1Bz4vb7+cM2Mp3B1GPnu44/7zdxzevKOlzJYL197o52sw6KOnqQIAUoSCeAogLMCAXCKi/pYc2vB+gGMneSIhBpPH71qYtLbeBbr7pr1t/0wp4YOGe0PWCKB1SXv6PDP7gZ6UFppzZjDTmVWSmHrdBGwTcqem63UYMn3KLPlAPx7J46C9r0sJAcjgt3sM0fXfuus+yDFU6B5r3v1mfBq/LFbFkF6/iwA13CG18AzZ04z2axiskyEnelO3J4Pgzm55YXRyFuMrGzcAhWCi6H712yLcwcz4L+xIR6tSJBiJ2ndGegA5fQdEasitTElg8XMy/g0GVLfwM23sBCncYy+wGOQYtwjyuGdyLtE3O41OjuRCD08uGd2G3xkEOLuDtf/yx19MzuOi99rOXetVb34vwCwJU2iN4ADHxCHmyznQ1brSLasB99iQLIUhkF6stRXLOuyT++3GzznjXWYwLeQ6qu22G4rVd0TMm1y9XW7Cvo/KvCM/BIKe9opAgQpcMBWEkbwgE6fYsQjJTmjWdmaKJqZBOc/gfROavm9eweawnF9NenPGqIpfsqSNyDO9dXrbsTlo7YptJ0hVjUhK0axmLMmLY2ewrE0u1QyHaEZFrd8XlyLd8g013G9GMNwTnoooj/s9EzeNPmfQx2ygE9c5JYFVsvzG6bFBidbtVHpNzJsmFkNrjClRts5X/9l/xfM/fs93v/wOLEfMcWX8yY8o05H6zdekwWDeWNeN0tDUyUUNnNKRel1oU47GPZNXJ/XOUBeuvvHy9Ez76ms+ffMN28uZu/sTuSMk2J3cGkbndP+W42Ks3z7TUqIdBm4Z2ohNkXOm9B4osqaMAGttXNeNl63SS6acJoa7e+nALzN+ubDVRl0WaeLPZ1JyUnPSeSaVpANnW0ktGBgduqdgfkAjsbiz5MJkjdw7LE4xY5wmeh45fv45h6R4Waxwd/+Gzx/ueHn/nm++fU9drlhfWduZpTtff3ri6+cXrrhy6JuMoS0leYVg4QSeYnwSwNtuHO0qZsx0KCgKzXUPhS7Yer1N3mWA3PEkuV9HbBaLW9P2qqOvWntZEa4+FCUsREViZU+0km5S902VJKK1mALpSb2HcSw72KsUHgs/BKdhvWBtDXaaNnXpafNtIvRDfZiZmvammGIopOVZzKwu7yosDFjXVXvFcIxptAtEqatAleUqUG08RMXRVJBfViw1kg/08xl7eBD4XLuKNutwnOByhXFgl2S5FWgrqo4bPFcYUBrNmMU0GsPXqun3bLyXEeVlU3M3DiG3LzA/43nCrhfFHB/E7NinqpazzESPJ3x2ra3RZTzrK/bwoKJgO8fAoIBVzBWdTJ7g/hRg/AHmC7ZdISXSEdwOSjPpK55PYJW+vtD6AbJjL58gHbCt4ccjbC94L1hyPE3U64W+nWAcVRhk3XfheCVD6N5u55KhAk5JezHIcG6UWhkfEMA4+pkAymUoqGGGDRO9B2A1jDKVqxmvG91hrp3eN0rrDHmgdOPr//Pf4/lP3/Phl9+oMEtKgxt/5yfk0x31V78iF2jXjW1ZWJzwHjHyODKZ0S5X2jDofeZMnhesd4a2Ml9Wzh8/0X/+Sz7+6pdslwunh3sKSg3KXVG6Cef05h2H2Vm/+UjNiX6ciHzIMCWMvT9ozIp61PmwLRvLunJeN1rO5LsDw/29PHsuV/x8pj49U69X/OVMe34WE2arpJezwJihkNYFa53ujY0AmZMagW7a+9c8MHnTVLYu5JwY7460MjH96EdMZcAvkiPev3nLZ28fePnqa7779Tdsy5XUFtZPT6zufPvdJ759/4nFO5wmJdEME5iRyqjXiJQFSxkLk3izpE6hI8C7OV6CcdLrjaFkEW1uw4hv/soAKZMSWXBsOkiKt7OaW6OvV50LZcC/+YAP93i9CnBJ8oGzombOW5i+t1VSn7rqzHDAwoDXQx/eNg26NsU9m/UYpg3Y9YpNMTTaZvwcPnzph73394QAWuRVJlahanZrO7M7qYk2TdK7c6P6a8iBGHRNZ/se+Wu7F0gMSveGLJtka+3WmEm20m9y4b1T2wedKZI1lKhzkyCyAzXy+OsgopU7XpUKJGYDaha7vfqRBDNbrXuTN8PeVO2fy/RczSXDz8hjzzEyHuxdIxwMNP0OZod42zuQ4rya4O6gSPzDvnbt1pbuCMxtKLpLl/a/3wEV4p93yc8tKCN8Svam0R35WCZZDthew2U1vurhLPbC+HmgWbB8QWBjldl1766UrzFLujIN5OlAOR443d/xxedvuP/ic8gDn58mvsnOL+cLPl9o20qt201m2/Z1uG1af26RSNa+V5ep5+jLyupdhra5YHVTb7lWMdizkUnUZaM29SjJTIODXGht01ByGHUNl0WfZauQNsiJ1DIjxnEcOQ4Dh2FiMKOUjWRGJVG3rth6mliMh4HUEsNhYhonMIEJKQCy7l3yoFYFySWt+Ua0Z1FPpyiNvek+SPu6Ag3SpQF7Pbs78hpFLM0ca9AJxYVFAh8B0uxyIMuAklUt7iGPBWk5QPzd50rLm5szhF5Na7xz8z5Sgmys5wBp9B5iL8CC4YUsE5IYIj3p8+qFTCD8jfKqXnrHUyxcrXsTqNu+dw+Yvb4k9BiGRL8RAyPi/lSQDTe2zb/s8ReA2ZPeacrBYAi2QRi2kIoOKdeHTTbgdQk6nzp8T0nkFUv6olrVlHPfTloVVbw26YC3DfKgszrvTBACbeK2yZhLw+jsrtRVrwuBzAbCHcY79j2UySJW2BTlEQiWRfGLXiS+eLfQd30fNPItrkkU4bEryXhpEIpNw2xUEV1QcY00X+CQDUt3ajabEg1YFiyPZI8JkQ+iDpckTwiCekaSp0TEPPXkVBdKS900jU1JBrRp1GaHxYQdLeAw2BKdTaCNB6ptkfoQnbWKDgvKk4e20hI2yIkdR+htjajmlIBM80bbGvM803plskyic/nmG2Y7UNuM3x/pJNJ1Yfn2A+swsFzOtPOiRqYkKuBLw9IGNIacOB4GltrwZcNYFBvqTuobVg0+fOLxj/8pHz49Yt0ZvJHXlXQ8SjOZNFH8S3/jb/AHf/fv0KeR7/7xP+Hl4yPLdQkjWV2rXDLFilgoJZExWnOW2ni5XrlsKzYvDPNCyQMGpGWlf3qkXmfWx2d4uUBOZBppWym2vwcBC1Y36J3cNh3kQyId77BUqHSuHQ6WNT2JAzmNBw7375jGicfrwrkM5M/f8e7f/wOOv/0lH/7k59A33ZN1oW7Ode18++mFj8tCPxy0jucrWMashw406NeBTNt+4+3pRBbonWcp93a/nKbkFm3yO4Apeq6YWvIWcut4M93vfoOXQ04AaVt11y9LABwVyinYLypXOp3ejVSGVxC1hl+ReWhOY0JkI7fJThLbwYh0o1xIfSO1pslsGG8pueoH/HCl3viQseoYKwxZ67oUfDxgy4vYeSVjbYTtooalrrBe4HCEJrCVXPDlio2jgJAMXjdamfBtxd68IV3ON6BFJpYCz1QcdFUQ14qhCZb3K7SMtQWmN9q2a1Uj1Pf93LHB4Lpih47d3wnIrmvQeB13Ta99C9BgWaBewQ/ac3JIi44P+Pk9lBNcm8xv5yYTxgYc7vHtRQyW4Z6+vkjqerxX8btuwVxp2Gc/UuO2LnB8oG/v8XIXAFWlj0c1i1eH04OKql4RKu3AGsVWpZWjZC11VaJSLvpfGdllp1aGcPqPvTsmTF7F7PKcZEzY4+y0GHK0ys3vIjwwjCxPkVoj7arqHLtN+DKtV1qFZX2m18qUxWa7/Oor5nKkblf8/k6vcb6wfP0djE9sT08yyl5XbCiiOl9X1R44pWQOpwNrrUpT6l3ABK7aoTn+/gOPf/+P+fjte+39vZLXhXR3L+AiZdI08bv/wd/mb/ztv8n2cMf7f/ZPefnuI+vlKlP1KMZyyfKGOkzkcdBkc2ss28b5fOa6zHC5UK5XhizZrS0rfPxEvVxZPz7C8wukkGPOVwpJZ8FhEr15XfU5FgG/6S6RT3dYGmjWmXtnSpkSfZXTSMcT0/1nTOPE0/nKdZzIX048/Id/m+n3fpsP/+Sf0/sK60zfrtr7540Pv/iap2++xd++gSHjz08whITncBDrb1uD1RENs5tMYHMAk1vDhlF13Va1/7ca97aA6t49PE5c4N48y3ural35ULC6s5IbDIMa9Pmi33v5DstHmSnf/0iedy32/tbkjTG8JiSl3jTgMtP72OSLwhCx49uKjTJ+VmKQTKNTXdWs5SxGZa1Qpn+FG+2/fg+vGjDKjFgN6m1IkdHe6WKnKR1HshT5McX5qUJBfgN73+uaRTcP/zTS63AW7b15Z5IQ+1FrwZqAPYpHCSuRfpMMjwn+3nwnYh/qYSTZ47+59pCOPBHWdQs5RL/VtTniWd2N3apCaUCGJXmLuClOVQYHJoayWQwqTY1uCimFSXTjgT37Po/3vRmNpi9gDw/pkH4oxc+/SjpArItdImTxHr7v3fL9NtC+d923vdS6vb4+r1qBmObXHvB7SCVuTbIa3psHnoO3Rt/NeruYMpZGci6Mx4npMOBlZCsD0/09v/ujzzkdjzx9dgfJeTmfWecr13mG65WSC1su8im59Rl2A6Og0HxTSeCuczYpYr22DfMNK5HM2BpWkkBXb+qLHHwo9JQEBJdM84laG0tzsR9JSgbKMpqV+CEzjROn48TdYWCahgCRoqetG7VuLNdGq522XPEGh+ORMoplZxax10Vs/hYxzESMdgklR/cmb8moiZvJVH5fgwLUAhTZGaYBqsRXKgZWCqNjwnUwqC1uleqd2lrU1rvkp5Nsz791WuuULsAi7aAeBMM1s5vCendqJBXdvjMIssUoCdVtafrtvYK8b8wKOeWQvcXy7LEWb4PReILdn6XVVymPwR6d3Fujb1s4ayQ6fddOqJTMKRQVHiB+AL2BSvne3/wGj98YRDEIukwgS/uN3P2VCubBSNjv8nwA3/CNoBGrnlUOdcX6K3vLQUY6sUiiaxWamKCZolBFQw7TqaAleTAlvIUMJQkFr6F7S4GMxWrfXy0QbDlue5jXWkRBQn81N/PQeHZUjN+0mdFg+Y6sBdWvCWhQnHOgYDv23Ahl0K6ZbAKAYuWYqZFOZZJJr0u+5EmbLtsmuU/aab016LNxA6VC7U0aulTkXv7wQD5OjK1zsgKtSm+oo0sbfi4y/2KjV7F6EgKO6PVV4RRRyvpckkslb7o0YcrTUsLkpCWH9aTvrpnTZ2kau18Vz1yvpOsnUnb68aDLuqzU60xfFjpN+rrlSusT3N3hA/RlfmXqlMSUnRSTiEaitxXfGqU6Y+2cHy8sy5VxmhhTobhopzbIn2d4eMNv/a1/l+H3f5fHr37Fp2++5eXTM8vlQssJHwZSNB+pFEo2hpzJZmx147yuzPNKr1U+MddVZoPDSAk9bWsb1ho2FqWbfLpqo8z6vknga6PNM6REyaN8cU53HL78gi+PD5w/vWdtG2tOHMwYeiNdZob7O3737/4t8nTg23/2C/J4R3o7cf70yOOvvuXTh0/UbaalxJIK6Xc+Jz+cOP8XH5mfkwrHZVXTmVMwpCJGct9YbmwqwuR5b6SCHrjTAePA8xaFBmjN4PLR2WU2IbW5PT+dPblq31xVMaF7saqgSDkHeDnS+4bZSE8d71n/njM9D7dDRR4ohjNgaQCvryBpGElbryRzPA8Cg8LoOfXK90R/P8xHdjEV3MMpX/HCTiON0bS7wFLrq06VwwPMVS5up3sVatmhZThv+xggAKpEr2coRWDc5vSWSfOsTnEL747cxSqZl2h8DNIJlpVeJ2ybxc7A6ZuHBAZNUpMAYqjYFJKd3nQmHSY1dU/PYlFsK3a4w9ezQOXhoKU4HiVP8KZJ03AQc2scdc6NGZaOjRP0GUhQEwwb2BjAv5HmVVMjAw53eMlYjb2oznB6S5/Peg4r5KCJ9/WCMQWDqkvWM46S32W9v9bEWPOi10tv35Dv7hi3yjEiZnur7JGPKcfEv8d0dI3oXJBEK2R0BtojesN6DD8M6E1NSez9OtA1TTMXfT+XTFtX2qVSm6aGNjxg6xV7+STw/+6Ee6fPqxJS5pneKj0l+vVK6ge4v4s0tjWouUDJjNGc9KzJWt8q1EZZNsbauDxdWC8vDIeJEhr5nA2bRu39797x43/vDxg+e8vzywuPX33N+cMnluczrSR8HKRlz0ngSU7a+5OxrY3rdWE5X+lb1QDhutD4ljRNlHVWIVpXAU1DhiHTP3yk10anKr49BZA4i5U0jCM1GXb3wOEnP+KLu7dcvvuGrVe2odBSZmgVe1wZHh74nf/13yUdjnz4x39KGo6M705c33/k+Wdf8fjtd7R1pg2JpQ+k3/4R+c0d569+yXI4KhZ+PgvoLIV0kFw21ZAx5qz0qjxovxwGvNZIejKt82Q3jx3vFg1v9MRXfSY/TFo7YfzPOCrGPItFSB5vjRKOUvXGswyb51U1Txnwtgh0Wy+Q75T+Mib6sshjYDoqxtsM3yQ1JA+Kst4WOBzU2C6q3+wy69+PR7Gjh0H3weWy444/2EdOSSmEtcGkKbCF/6G3hlHi3Nekfqfp69zVUFSYt0ctfpt+ArzWD/7awOwTZTByeKtUjJb/xS/DTIyPW7KPCBpRc7yyO7qb+CQ9BqC3pss0hApTT1IcdcFGxZKMWLtYUzKwtKhJGiWpRqoOq++JOjAQE20jGjW1fmkHAm7tbAAglm/mvPrYdgNSIAzwbR8gp1dLgu9dx+8DPB6fCQhjUvVTO6Gwd2SknV6fQ/jVnvaj78iyZBU7+3cfKrnLdFxMAfnS9JQ08Er76wuIcDPykBkOE+NhIJeRPIxMDyfevnvgcB1ZrjPPHz+yXM70p6L0nZxukpUUn0lfSYIy4G2L7z0McJH5Nb3uiqRI81PN0hMhh4k15Ipj9kHfaTZJ/LsZmzvb5izeWXG2HszFPJBTYZoGBTvkgekwULyzJTGSHNjWhcsGfV0wd4ZhUJpaLlRXmEgZdgl8dKPeSckZcg52l1JqPCQ9IIZEIvyCzAJQi9jraNB2BtO+BnKsYVr/HrgW8iF3tm3TuZ9fgcxbfLSL45OThVLDX4EMsziD2w0g9L1n180pYCR65+SNEqbhvSkRSD15CsZ5DiZXi/sjkgIxDWwROEvc74aFr1B+deJA4FCtG7V2JZYGAcIwWlxXEBSQejDXcuxz8TzdTWfGb1j2/8Ygyo3K1jt4i4JwuBXXKpx4BRY6mOkgTUOh+yawoG76sBG32MMk0nBaxCT1FCaD5koVCGChBcSWTYu5NtlFWbdbOojogvmmGfa+if6ZpOPDApE2JQdo4i65TotGTzy9LmsFbU1RIGoyR7BWwEWjbvpyCWmTdHpV9C+I34nJZhKLRExoATXusPs3GCo8LIXzOYCnW2iQ7z9QK14GrC9YOSqCeJPZVctiLPRgsLTrlX4cyV9+xuGLL2ifPtF+/rU+QvgVWMrk8KCwtgWSqevuff9uYzONAyKOLNh9VSwm/4HyO52cE6l1POJx2zQBSTKJoZCmEXKLdIyC15W+II2zuZzZhwzHA9YAOj4OSD5e8bVymEbGQZF611a5rAK+8v2BYyrMj2fWyxmSM00HShkYTJnsamSODJ+9oy5Xvv4Hf8zzpyfO5zNz77SsBsBSxopDk0SsFDFBErDUxny+UFIiudO2VZvQvOLrSs4Ji9gyK5DvTiyt0mgR45ZkzOZZFMYinfdoCUqhGuTf/TFv/8ZfY/sH/4SXX/6arRQ2d8bDyFQKbRh4eX6h/epbPvv9nzAdfptf/fRnfPzFV7y8zGzXK94rWxmkX/70yLdffc13T89UMyVOGDFtFDsjDXFvx4TDd06cGTvbKwVDTBph0blTGA56b5pKEfcNPQrtMGcGTQ+Nm9dG8qpYw5QUHeo9pg12A/F8W5UehVhU+6QUD9lOntiNTSGm6HsUJi1YZTF1yrq3UpHmu7VG2lO5zJRu4utvuk3+G/kQPTPB7tkwGj5OmEtKI9mlJhuUgg0J1k1FzOkEtkIv9PkS3E9R5X1ZwBa9SBrwZnTLYh1RNVU+HpQEVwzmDTscsdMRP1/F5OhdwP3gMvOM3/fjBPMZOzzo/VjS+K+B2ai0jhRNlIMvV3zr2DRAm8HkY+UpQ1+xwyjgZ3nWRBsND6x1fO4wWaQUSa7HUPTzU8ZmgU52/1bMlgS2VezhQKfAsuFjIZ0170ypQyr4saA0I0irCmcymqAf7rH+BOM9+AXmhuVKG49Ub4oEH0fa5Uy7O5F++8ccfuvHtO8+Mv/5z3WvF53fKQdTLPYu3NV0tioGTBg0ewsZaRRpOusjTS4XUm04osg7Rs6aDKaSdZYcj2ACxm0s2GnCkmJoGTK+LnrudU/4K0oYOx3Dfq3Tx5G6LKzrAleYjgeGccBdcsrrrHs13R85vHvD8vjC+ukZozMeJobxwJAgh/EixwPDF1+wFeNnX3/N+eMj56cnltZoJdOWRXtM7P2pVco4yFcFWOvG/PJCThnrM21ddf4tK74u+uwl3850e3vPVjd677RWdY62Rq9VDVtR3LHIEAPVnPRv/S4Pf+dvsf3n/zXnn/6CbRhpBtNxZMyZXgZJVn/5a97+1b/E+O/9Pr/+kz/h05/9jPPzhe35jPeNbRzx1qjpA+9/+lM+vv+ommcVQGLDKJaGgd2/kTy5qXD3qBWSIfZBGcUY6eE95QmvFTuOqmHqemtqbxH26yzfoSZqPmF436vYLil17fMpiRG5ah2pwW1ar5er6gFHTLWcSXWVlKA3OL7ByyBwxjs9yZPFetfnCY8x2qY12MCOk6aZ5xcZgu5N15c/UtzzD/lhxBpOkvUO4XkXzWCvG0p+lG+B5hJd9bYloNI9k1yDtBxeNb7XjbZL3V+Bk70JTNH0uCU19+q5Xj0VHA3yLFjT2TSlJZgS2mm0h7Wm4Yhr6JeilukW3ifdKd6UQER79exxj6SaV1lMjiYvEdfGk5pU6eljQt4j3Sz6CXiVTeA3OVC0bSTCVBn5pAjfsdhP95mT2LepWWAtr4DA/vAbWzwuZ4BaHuwDxdDuTWcKcCZ9j7Ky9yBh1M3+HAFq7GCVd/nF9Phk7gJBe9V328N7MSV6GvCUeTgd+ezhSE2Zn1063+RGb8ZHRpbpgbs37/Tq68w6DAyDmPyOaWjQkfzawoA8fHnoLg/K8UAqQ3goboilDO6N3mQ66l2+TBZnlHunx5mWS2GqjdRalI6JNdj+x2HgMBaOJXF3OHAcB7zDdesajFYNxeu2UTftm2ybZMWpgBXBZi4Aw0oixvsCrA0SmRTeIJhRm2KfGXK0X9FvpSEAoRjWG+qVY5av7zBq9tYg7yqMvX/tYmDFNTDvkR5lt96XGNQkwn9lB7HY/3wFBPsO0u3eQ2bsiU89gEopIQLEyVnP65LUCZhBaytlkTLCJ8YCPBTj3oNgobpDP6M6XQwfIqY4vtfW1cvEfSjA6dWEliQ1RAmLCmf/fdgjkH+Tx1/INevWDCkgXlToEv4gu55qf6QGe/JGlfaxd5MUJbxU+rbEhDg0t0lxf9mQkdswvFL8eguDK6JI0ybuPoh01Ct7Qy9qNqLzWrnhb2qgKjmSB+K7jyk5ovPk8V+YqO2Rv4GAxCR214Yp8lWImVBlRcIVPG1y2c4lJC3aiHZI2HtXnn3OkvlYw1HhbS5QRzc7QA0pVJhcZW6QspeQCeUikAeovbFapqOmtm3G9njlOm+kpwu5Kv7VSiKHfjANw/4R1fzWxh4VZlto1XaD0Rui18DL/xdFSw7OHrFdOnUGqBvZUPxpe8LSpAbrOMKoZbgfvoRPxZ4AkPtGebgnL2toFDeua6M35zgWhmL0unI9X3jEuAyZ6XjicDqy1ZWX7z6yGAz3DwwlMWTjeDgxODCv5NMbDsc7rt89s6WRl7pwvlzYWqUnHbapdnk2AGk0ijsl4vzmp2eyGb/92z/i06+/5uk5UQ7RpEcCjLUmM1sgDQNr72q01q4YsGGAlINlFHS0MmBDodfO+z/7FZMdech31OM9XpIapNYp44RvlV//k/83eRw4/OHvszw+8emXX/P48YW1dnqvdIPxNDE+3PHzb77lz375LU/rFpPGBSgyO07h6t3bjbKnjSzkAAhcpK44w42F0nsYJTdRCDtZLv4padpsWTS5nda0I9G9q4zwpCZ30Ot4lkRQ1OGML9HEUbE0KnEFIfo57lcP7b4nxMIKz6R9MrlTi41oAi1DWzR1iU3X4/CRz8rOsvgBP4ygQye4u9PeMzc43atQWEPnXpegx7s8N6ZYVweBLDbdixVy5/D8pL22TDLbTmM0z01g8P0J0BLx+YqVN7gp/Unrq8gLAfB5EftgGvBrFbC9degHhHCLZsv5ik0yeaUkrZN19+5J8PlbWKreZ2uKDZ6rPK6swPnKnjTFukjGlAtmJvnXesUnGd3SOpYmrIxw18AHfK0aDqwLfhpgPOLnSwwKJnjzRsBTayhtDbyf8T6EeazuJc8GywbTHXZ+htMD7ldohfYysz1MMuzdVrol6scX5nklPb7o9Qlq7pDlB3EQKJSS1n2vW1T4mbyuSjwbd3mrvhRzsVH8lc8tb4/WvifhRV4p20bCyHf32g/KiB1P2HGEKeqH1nQWpqTvbBxIxyOsC+XNg6RjgG8b81bp1TmMRXHxbeP6dOa5dy4pcbi/Y3y4p9aNl2+/Y6VT3jwwlEzJiePdnejJ15X0UBjv7pi/e6KWkZflyuV8plbVKJaMXEO2YkayJF+UMNCdPz6SzfjJv/U7PP785zw/P1MOI3gXqNQ2xbCbhQn5RG1dw6fNSXmQ5CQnvCfJBJrTxxErA31rfPxnP2XKJ+6HO+rpDsYh0nucfDrh15mv/+i/JR9GDn/zr7G8/8Djz77i6f0j27bRmmKfx7sj49t7fvmLX/Gzf/4zXi5XOB7gfA5qecLSQEqFtCxghTSMAiDIr3VUKvgsho0BHgatdjiomYkzo/XdvyQLZOlN6zumilZSeDHE5LEJgLfe8ekAbVZTxAD9SfK2bcFOD9j1Rcyo8k57iDs+HVUHrn4bSJFTeO1Fc+hiHVqLdMH5gpWRtKzYZcOOA7bO2GGK+/IHLuU0UeF3Vhm9x1rtCuzMhWQZ80oumdpiurvLDcJstNZo7E1perfp+x7MEAwXtYlqzLr7PqrUbyS037i/0v5j8CMAwmhoAq3GVM2S/LOSmIy46uuYQnuwGQgWQu0yPs69CywxEwPF9mayIzjE2dMEU6Sp1OpBeNdemuP67Q1tVE3cUBF2iCNUmXtNFCCLf28UHnASHsYTO7tFqYdKNe3RZEcbyPd9VCRr4DYQ7gFW7S+R4i3d0nYwehcDUmx4MA9z4WhsE11MGysC2vuG+DCFW7R0Elu7hIfUdDoyWiKdr1A7h5z5rXFgeHPH++WBcXB8PXP9NLCOA6lpICqZlmShTsZbyLzZj6ocg85o0GMgRnJZNoSKAUx7UqtYb3hPGjYHczJnQWS5r5RkDFbIU+KzhyPT8cjSYEmGdRhx+rrQ1grbivfKtTfWWuWT47JC6JZp4fmzt8juYpQki9jvGt97knwWCzBhk7+lhWxMWFjDTPI5sYmSGL857hWPfW6X3DYN7LMZyZuYQ97jHG/Rf8d6DDDBguGS3G4eRkAIqveUnl0+FPdkMJLcXV4mbjdVxr73uhEM8TCuLVn3cnituEtWDAEkor48Bzum9Z2FpevVXde0I0KDGDRxfUx7yW5ayw782G53FiBRSsqIud2QAnAtvyIH/32P3xxE2anxterJPYlp0m+Vld5ZoNSvGyOvVgjewQQeJJKKsLjYol2tdDfSGkaBFvKgvuA24K3Kud2ll/x+895e9SboksoHAe9UilQ3fafOGc072Vts0IEsp10LLuqa9RZ+GAkBBjLeo4lpYvtCCsMbJeH0KATls2C94xZ6YvNgnJSIwEqBNDfRGXuNg0KfXdRVUc/B6X0BE5vHLUVjKF9xa5vo6Ukb6toqPRUVPA5tvbDZkUs/M6bEkFNo5UtE0jaBTns0W9KBYSmRT/dYXag7Gu9hpNsbsAa6GQsfUdpSsqDZgaQXhvlIShv9dMDzAHf3ag7isEtNRpI2z2EIKSlRqi00r0kmfq2z9s5hMIZS2M4L161ybo2X44F+OlLMeHp+4uPTmUec9nAiHQQW5ZTJ4ygTsJwY3jwwPhyZ3twxrJ3vfv2e5eV8aybyQRTE3Du21ddIrHGktsa6rIzvPmP80Y8Zn5443p+ExtYNto12nXXDdifv32mY05YyCKihQ1uVOGIJLwNrguJqMObHZz71yu/9j/6A/M8S29MZ31a2pyfKu7fkw4GXT2dsXen/1z9ivZx5PD9j04iPxnJZmaYD47t75tb45v17Pr68UIPxYS4TSqMqTjPHxkbcUphIKPu0CHT/unYkjyYohZ+KAFcnlQS1q1FYgh4e8eFOj2Yz6wAwdBAS90nEGuoO7a/Tp5IEOlmUJe5q8qNQpreQUcSkxXd7ZjB2uF4HlROvmQs+rFhNmiQnqG2mp4Hf1GDq39jH3KQnvl6wQ5Jzflvw6yopYQJLI5BlLty6GhUQU2HR2u6D4y0md9MdFA8dMNCewQssmgK2ZSP1DvMTNtxjczQ2tQqoM4Guvk+hUsFWA1vp+YC1mT5XSGPEsjY1jCXLO6lu8uNJAgFtMIHRyxUe7iMpx7CpiH3jswxta8WvV4Ew1ys+TJE6sgZgdNSUvm+wnHFr2DiANWw54/ke++wE46TkquUi8P68ah/MCfKRdHpQ9PGDjGb7csH7BPWqwUCbSfkEFGy7YvMZPz7gdWW7LvS7ho9HOk6fX9jsxLUjQ+8c8oaiBt679iNiamVddH1KJj+8weaZGjI9vxnLxmducc7HuWDRcOxaeo/EIkuTALDjSXG2D/eRhoQYJ7VKrne56n0cT3jdZPqdE6kk6lzZWmXtzjhkymFiW1aWeeGyrJyniXZ3ZBsKy9MTnz498tScdn8kTfKxKsNAOkxkS5CM4d1bxod7pjf3DFvl/U+/Znl80oAHwhtkJLuTtkpeVqUSlEyrsfd//gXjb/+E8cMHjg/3ari2FVanhdFtbq5rHWyIlBJlnGKK12DrkQSU8HFkw8nesVqZP3zkadsk1/yHme3pBerG9vhI/vwz0vHI5bsn7HrhV//Z32N9eeb54yf8NNGHgfVlYTzeMX7+lqVtfPfVV3x6fBIrdFm0fw4H0rKRjoVUyq0ZMbmEht+Vh2VFk8lz1ClsGxQl3IGLWQPau7eKnY46AztijxX50Pn1gk2TUhLMsFK0P9dN9WX4l9BXQBNSOxwE1vik4n6r+PjqF6F0KI/krySPK2JNo6GfUu2KZCMpkUYlOmKEWapjj5/w0wkfD/9q99p/zR7mkrJ0l/9PKhlrYkd0U+O8G3yqqU+KpiaO5RapGzGxbF2ynWjVbtW3RcN/S4vcwx14lXI4yMQ45Zvk9hVe4AYw7GvVskxPWzDNNYhPMhU1C/K8XtsDXMDUfHuwZErUtR2n2/6O1Q+0rsm2x+eqMbkeTO+/u6J5PV5jZ5/s8Inz6kfVY0qO3wRRAYe89jWvnnH73792OztTYGel2PeeR75wklfvVgR5782wCAftkjEQ/XJTr6amv9yeM2WBDgSg7MH2xUzyfMTiSDlDKbgpPUYyGXmxGJI3Pjenj4VcEsv9HX5+oK2VJQ1sFCgD46FJNtJhWy2A6RagCsh/E7wkyjSRppF2nQXuOGImZd9bSa0Xc3rK0Zv4jW3hAbQkFwvVepO0l0IajDQmTh0277R1ZStiYs2XlW1d6W1jqyvNG7RVPiQ9GBe9U9cWGRwGpbPHqYvVkWJYF3KvlBhcwF93x1OAW72LNbPXszvryCQrMxeTiXB67WHbkF2sdgIoAzFH2m7GGp3wzvRIaVAPg2qs/f66gXu+qzn22njnqARQGYt0Hx7sjHGxmfbBeyKZ5EIpa3/oGLdoIYJRwqugXkBiMMN8fx/qNW3vk10+RikIGF1GpHhv5LzLwwSodEsa4ARow41x1n9jK8S/oLFsx4ZJlHzfKW9xK1uKwy7FblcD7hHq527SgadCWrUJk5y90zYr2tQ8DrukqYOXQV+tp0BHtRPtU5D9C0xluHmQeLBClSpisZkHBYhouLqAgBLRRvRKk15ICUAmhEqvEvKdQM88qIdupuLcSuzcAzRpyqkRcZzEjLlJjMxEjQyT2z12ijSiOE7TZ29VC6Yj0CQVIbAuTLO3imLIttj4sqQvDp4KGzo8el/xnW7fN+gWG1AcDDnjVN14oWO2BKnsrBuw+4niI/6y0NoaizcOuRtTqAvUGUogqFtsxEZAgjeMy3KhjyNtGvBxEBPGYwK7bPE9GqlLrtU3ebKUccLbwjovtKHg08TsxuydmcZcN9aLDpEnbzyfV55yYT1MeJnIwxDO3Yk6FMowko5H0t0d7okyjQxvR/rPoa5bOGyjSVoCGwbp9raKbdCHgcvlTNs2/tJ4z082OKek9B93vA0s80xbNv4/5P3Zk21Jdt4H/pa7773PORFxb2ZWVhVQKJAUAIlqdZvYgzUltRmlB6mf+p/t/6CtXySTmUxsDiIJEiCJQo2ZeYeIOMMe3H31w7f2iUQ/kAUzicZmHSCrsu6NOMM+vt3X+tY3lNuiA7kU+roxXG6MtTG6pA3VdLjvJl+eE5s527oyDQN5mbn+6hs+/82fkk4R5ToMolQiKmJG2e6fXp55/vyC58ZUjIYmoOV0YHm98OtvP/DrT2euLsDQuquwLZoiDGW4q3YU8R2TlyhcRMX1v/r9U1QImYBJHQ5JjXAeoIebeo+9ZDcHtbfCgNZUTHhW49td68gy9I2ci+Q2dsCrZEAK1dpj18O3yBy80jd9dxavD6h5tKAe7yyzMD00l/TA14rliewpgM3f8ZjLlCB17Mv3cLuCKT7WGtA3AQnLWd/BOmK2haxnxOZXMUiOA6kc6KjJYbvCArSE50lLrMRecRywl2f6NEE6YNOEZaVDaGLOnd1nHdLpQSkoFmB2yfTNsGCQ9JcZTrFG1gq3m+ifp6Mav+sLYlS5IlEdJYmkJJ+UctBZts6QgllYDLYZbMSngrVBQDQOPSYf4xNsFzwdFEWMYe9GjAJbJAeQsIf32BqpF2OB80VTG4d+vclb7HDC50Xm4GvDx4wvkl6klBTJ2oFxpKZCM8O3RYlIyQX+JDXpvUM3p41FAwtLUHcJp6n41cgPe3ciPx7orxGf7Oj8B92XQRNXBHYkAm1rJNtJ3+2tayLomv736SD/q2Hf+7uAt3WlbwEmtSZpb23YtmHTAa8zy+1Gn0Y4TCzAvK4s68qyrSxtg+SsNzifb5xTYZ1GfBxJ00HyjZJog3wz0vFEenwCk7Hr8ct39D832rKK2eQeDEGTGa8ZqVZsXfFp5HY+09aVn06P/Gju3JLB0yPZO14HljnTl5W8bhTvMAz0ZaFcroxNgw4fD7RUxPYhSqecqO7UeWGcJu39P/8lL3/7j7GnR3zdBD5YChb9REL1wvOHjzx/9wFPjWHUd22HI/nxxPLyym9+/iu+/eVHlll+XKl17PROg7GDCTAKejPDEICG3tlOi7ZgLLk5nj3AdxdAcjf8TuqYDlMk5mQ6OutYa7BPJ4Hv46BarzV6TqTDUTr42yIJ2Mt3pDSppjxM+G0RS2QY4eGktXt61L3fW5wbi5ie46QzBLBJnidsi+6pVklTGNK2Tn480i+v2PFRrOd1IbJvf2cf2TKUaHJ2g9ScsRZDn2hYQLVCssZQdj8LxykBgnQ1NmQwMaytd1IwtXtM7VX/vDW0e0H6BoKEAaomOoStPuJFaI9J5ljEaG8h65EZ7M7ekBeiuyQAIULUILZHKiLOlowx776JAOHBElJkhVft0cHaO90Vv9rcSHvNBHcgZWciCL/oxBRZv2vh7xL32y7hsGhsPXqGe1IKUT71Xc4TQMzem8BbM2p8z7NGv53S/aejp+gCHYJJBEl1+T5wSrvESUyGbpJs2jCRtrBWsEE1Vs5RQ8Za6R2vG9uyclkWssOhVJ7ygSENPB0mxvePXF9fqatR8sA0TfSsWq3WDWygFQ2621LDYybThwnMKUPIy8dRkceJ+1DbEGAq24IR22T8StfgwgHvjRZGqfsZXspAX5yXDzOc4XAamA6wrCufL07fJNvxZaYvFW8CpZVyZOSiNLPeGz1Vckt4EWTRd4lMADw5cSfvJ4whmLa7RGVAMsMUCIVWYpgVNw0mE1n3hJsYLd3ZvQqtVjzvgOYb6JZSVprU/rz7/bYvxfBI2/ESuzNTQk4T1zfFmtmXXjNTumgAKLoH9RpYSO6s4CSx1l0SJQGk+t89vsK3Ier+j0Iu3PwOhlncP4mmlkFGovSupKGUJQ+WdDSFvK/r52JP2QfFvjdAv8Xjt/dEaXojnoN50YMe42JZuBmkkZ39odSdwFz3jGpHJnhGACiijwo1jSnWOMjcNcfG0Ds9S7sUEIe+INdGLH8UgTK1iJovo1VpGYM/pMauhnShxVTNOjUoXHvqkJKkNY02y1ivCvKN65ms3JFYf4Nt9d7csTxireFZh4uMamVQi+VI54lyyXtQjXStZCXi4EsAVIBv2qTrTOthGLUDTV5oTcat8pZIMr7KiaU3fcxctIGGhoxA2/FGr1CXWYVsgjcAbMe3dcXrbVaRFN+t7bQ4i+cOTaSV/fc7eyzu3SMM6TEtkMWG08qg7zar0PbesXWhzauSM2j4vOJrk+nnNNINVu8yz101F6jHiVoLiyc2nHXeuNw2LslZk5g8CQ/TuBEbBloptHHUZOt05Hg4sNTGdrlS55so0CADxhrMiWPWtCzMtJZt4/L8wng48L/7f/x3eL1gv/4Zp/dPjDmzXS+0TYDjYRzVi1uhb5WDd6plttsZtoW2LrSSqSnj2ehlkJwoGyOdYZupHz/x83/0pxys8TgUfBw1HQ/K6HgYWY8Ty7cfeL0808eJgxnjOFBKYV0WbsvKbz698Lyc8eHAbtzqljQxHUeZLlq+b7ZuCciYr1q7kVIlGU6wiMLDhxqAISamwL6BY+DbHYjhe0WSW76DifcNvKkhtSxAMZUB2wCC5eCoSG4VzwMVGMxx3/A8qaFjr1G6plc2aNLf693HQ/e00dc1gJ4coEoUHq6pye/yw+uKbQajTCEFFotSa8cAGKaTpD3bjI1HlYA9TFctYw38usgMtrqAhcGgmvZsb/D4Hqu3AGMlA/VhwF3eCbqBEvRFBq6HB6wo8r0fJzh/xk/vAywG30+3yeBylTfDcmWPt+d8huMRe3hSo3W7YQ8PAruHAvOCn05xbm1weFDqyzQIGLAB5kVrqm2axAWQ3Few7VnSleUiM+nHB+2j1vG+wjJj0xMWBay7yRx3HGUeeLvR+4hvn3WPrCFfY4N+1L12ONHXlTx1zAs9J7atShE0DCqEkgoS0zQB3DXv4EoPcICd7sq+YQssreertvpaA3ANkLTswGX8szdWAZRaGETvoDCtBXMy0bxq7w/2goebP8tCv83w7onsjT7fYAOzTjoc6Qk2b9RWqYuaiDZN1FJYL+JArvPGdV65eKfmjg+jCsCcNQA6TNQ8UIYRDgfS6cTheGStlXreqLcLva4aYJipQDajlwJDUTqJGcu6cPn4iWma+M//u/8G95V//Zf/iuOX7xlLZnt9pW3y7DlOinwmD/g00brTslFfGiw35tmpOdNyEh26jDL8ixSess3U777j5//TP+BA4yGAIUYBfQlnPB1YDyPzL7/h/PyJfpw4pMwwDpRpYFtm5tvCt7/5wOvri8xXizxQoEtyfXy4F/3g+s5JeE74OpPGTNoB6Ros3VxIXXGhvtwCHDEBbcMQSU0mjxOXqa6XoP7XDaZjeLnFVLt3gRdu8iH6MJOmJ2x+wbxiy4Z1E7DaVswOkVjRYZ3x4wN+OGBt97IIr4RBzCuWKxxOKFXSxUC8hb/SMGBHmesqytfx2+Xf0S777+djb+zdwHvVPtTU2A+l0GokeLhHUyiGuuVI7AjW8vel/hqKCujYG5UUHiTNg62yj0kd1RlN9XLJKeTefqfot70ZMtPcDqfs0iAn5EhRgxii/bMbdCYB+S72TIuYY3pnw/DijCVRMJL1gFFgl9OAGCbN293M1UHr2KtCFrKa/btli4upvXu07cPSvfzWc0dIRrxnRdDq+u2sHtivuer1+8PsDjqpmfb7u8Us5CBEYxzmuTJ2JJV47jCelfechr4eXpupi0EwGJRhUK9T1BN2s2D/iLVQt42tddbamJeV1+uFljLTWEkPR4ZDEVNgHLHHB4Y8MuaBKUzEt/lG75VSB8ir9uN55R5wgJrpnDOH44E0FOZeqUl/5j1YThZNvCHpUXHkRVjjQyWwTOqN3ltcZfVLOXX66zP9cuV2HtnePZGTMy4b1pzeVmptbK1q6Bb+a2kYNNfrVUb56O9qy9RWSabzL5lRsrEGoKcYZwPPqoN3+VTOGnQH87+5alsBh4niKL4aAqDQ2iEGjltIUVNcOYc7QNlcdXzeFQ4pgCUPGVIu7HIySYMi/daSeoUdlIn/8FgH1gPAtHwP9useAFISkOKavZLTG7nAQSyVrj2ouXr+1poGRPHdWFdKX05akyCPmx5+KbL9CIaPod61W7DP0xtAE8wm4Ye6N39LDOWvwUQJZ2xjN5AyqUwa8coZXLRqbKfaBLMCockW2klHND9dsNDE9ibteRgTJcZ4TsU4es1v+sVAzOTDsIiBYaJudhtQoRnvZW/4u9DU+0TaO2QlGDQnPF3eNny3QHqthOGqmq0UUgX3fWcrKooNPVEx0dU9AJwmfeCO3GFDHAztPrnx3NQMdsIsp+lahsZMPx8JPk0MlwyK8FpjyrI3pT1BNknrPZrS7nhEIVlKEXel77NXFcbkhJkSj+7mwf49U66UxFbxHte3B5KOmuqSwBRTleoWlLsuw1hgpymmMAnzAGGsDNxNgHJoO0vBfMPWVayEoWgzao11vrKsC4tNZEcb5VDoh4EGzK9nLrVyobPmUdcqJfIwUsaDkMhpUkF8OJJPD6SnJ8qPf8Dt02c2d+a63em9ezGdalWEY3ggtN5ZPj/Tzlce/+T3Ke8f+PgP/wVWK3lIZIcaRez01ZdMtdKvF+x4UkEyZvrzM71m8lzpm2jqDI5SZEQBr72zdeNojfryzPNfJtZj4fjjr0nTRJ6mQF+lKby8nrnNM7e10nojZ0Ulkwtbyny+XPl4PrOZpoyWIgLVu5g2uySGHuCfsZseu+8R3gGU2pt8ZmcI7NreN98TZGzlarysqWAmWEZ6VDW9Kav5zm86aYHeGSOTciV7MAHM9etlCEpn3HOiDMXkB93zAaHLYCzM75IRjtABhgbzYIuYdtf6vdO+f5cf4xT3doYl2H7HBLMKWssFX1dSOcDDQd/9dsObzgIKWBpJaZHEsF4w5LDv2cBXeP9OBVLPkquUI8xX6NBvHR6Kivfcyd1gmuD2ij28g8OALTeBHMMA80ZPY+zLIUGZBlLfoBluG/7+fRTiMn5133DUEGqakrE8wSh6uh0m6BXfXJ4LaDJmg8AGEe4G+VLVDU8TNp4kVSsZ6wukSefGdabXGcqEWaPPm0zZqvxgOG9wnHAbYOxwO2gNF5dnEJk0DPT6DLUAji8GZcXaQC2a25jJu0Ax3UpSszBgAwvgehN7sFf2c9IDaJHvwSZjPI10AlCF/d61nclp+ve+rqRaaa1HQ+33AqvnIkO8/foOw/01SPI26eOkPeK2QcqkwSAP9CaAe5kXFozcuthq04QPhYYzP79wWSq3MNAmJbKJqTFMB/IwYNMBG0fS8UB5eMDev6P8wY+5ffzI1jvLuoahot2ncVYrrNvdN6z1xvbpE+31zOPf/tv4l498/Mf/S+z9WSFUKTOMI+MPf6C9/3LGTg90Mw5DoX+APs+KU9821ubUkjUdT5VcK7U7FeeQOu3TJ17/1c/YjgPHn/5EMqPjMfyrtA9fXl65LTfmdaNtK8mctBXYJjwnXp5f+fz8wjpkuFzl/5Hky2XHKbziJKexwwHrREKg3aWbfdvkkWLRUW0CPH33TIJgkgcAn1XvMB5JtdJzhpumte7ovvWIm4yzHCyo9BWbRuyaSK3IVDoVLFdgww8nPIxjFShQwvQ5QwrWy3QMZkoNfX407iEzEXMtpufXm4xmfZW07PHpr/Smv4uP/X43cvgmhH9C9O05pfDDiiQME9skWfhB7CWiCUHY4QE18R7Ta3QIBziygyiBgMSk3ul7gEQ0fDvAkGI/68GI89ppQ473YgFaRANpMcCLKNmEjOVlMBsTbiOGvI53eYO0FPwAC8nDPmI0sTI8QIndU8J3QDruFUv7xJy7JML3rnIfMoZ5/s57IX7OQnIiaXJIoFTcqJZ+w6eA8PZgn9JHHaaiB4+Ge4+BTjHZf5uLR59SkniVXeEQOb2ZAPfseDM2jGoCIrFC9xqpRALGCclFq5VtWThfrviHF9bFeXiqaopz5gtPfPX0wBdPJ9KXJ/i9L3n/NPD86ROfPzvzstJMjDi3vf13nWuotypDYRjFIkkpU8ZdMRFAnrv25lJoNbGtMlC3kHa0qPeTgZWsfsQy5OhbHLxttFtja52tJEoADJqLNBKye/AEaRjJQ5H5LUZbZTI7Fq3v2sQjKUNcoyAByasnBiqmMzwTqVbeoqfVgJou/x9Q9LBuzxStcYBvTWtRflQV7xpa4z1SFd/ASPWzAb54yIjcdY52v4MgO+vLm2PW3hgcpvu9Ra1gRvSV+Q7zibm299c7QJvCPFr7wF2cgeoVb53eG7VJMteDriM16ZtqpN99gQI0jOcWLhFAbcoiYASQ63HvqbeP34te9H91JsoOTAiU3MEJ3aBay+17VLR95wwjqn2ykQIF3MIF23YE1qDrOb2Fc/Y24yn8PoLm17uew7yGkZGSfO5NjolS1KOZUkKOiXZYRlgXLfoyqoC0vRl0Tc5iQzNrOJLfSMATxaI7Nd6v9LQxSe+IdUFQu6IJtNrVQOQshNIFGnmrITtIQvhaw7cVywOdzveNlLw52QV5pAYtpAo6N5w0jvEZQkMczJiWM62ku5+DB2qpZKGIKux2/668vW3cEBSyYNz0rs0hHwb86vR1CwPcuM5eA+nW92DJVPxsLZ53hxZRMV9XNRCHA54TfVYsGbGB+Ul/bimFLKbRcZZl4bZUbpdXqhvjw0nTqtgIl7pxtcyVxpqGQEPlRj4aTMPANBbKWETlfniQlKd15l9/gK++YqmN6+uZDoriCl8YL0U6dzM8G21eWD99ItfKDza4/fd/n1/96z+XFCnidXPrjCVThhNlmWUOfDq+FZZrhaUytN1ITAXIFofZeDxSatXEblnIzVlzZuNA2zaGxxOH00mhIzGhuXzzEgkVSbrJ2uP+aMxb5cP5Kp8ATKwCiTSFYMfmu/uSaOqc4vqq6BSRKX63SwZ2jwqEAB1k7OYxEbkj4o1o7DbuemZDjBXQ79QuGd0ep5YBU2yxeUQeRhymtfAgCnYTvpHLCW+amKm58Hiv4WfEDqbWKPYz9FXve6sYAv6srjIN7R47wO/wo+TwPUgyA00DvrRgGCIjxpKxkPp57QJelkUAHZAmw8cj3G74oEKDm0cDc8KWhq8CQpjPknoUMU+6x748aA/vxUi3JRomlZJ4eE70DfOC1asiUpcZf3wHL5/p1mA64etCvy5YWyAbyQ+RAJbpW8OmAauz1mUbpCWOxl6Gk2ArApOSQxskmZmfsfII3kn1BuOEnU74cqOPmn4rdcQUxfxwol8XfD7jpwd6axDsCeos9mc33SutAwNkmfe5dezxCzX3lNiL9d99GJXwVRIaH3rIHKI4iCJH1ZYr1Mrgrgd2VwFqWR5hg5FPD/gZJSrtBpMp8+ZdEI+UsOOErfVu8K55gktaNF8VAX0Sg6nXKm8FQ6BKytr7TTGjXjc6Rp0FDtzOrxp6vHvCDlOcu8aybtzIzKmyIgZObhvJYEjGME2M00CZRu37jw+kx0ft/b/4Br7+Icu2cX15iQKx0ro8AJQctIqRUTJ1Xti++0DZNn5Q4fwP/pRf/Om/0PdVkpI5mjMUnTVlXpROdzrdmTEsC7asDO5ByYdrGaix9w9Pj+RVprQsM6nDVgrVH2nLQnk6MT0+qObNCVLi+puPzLebpsglqf7AwVaWFT4+v/C6LDKBnTIhEMe2SmKMBqKQUpd/zT6BXld5WgWIZiVjq/Zw7ctonZyOpKahl933fn0eK6Y0wdsscK31qOGi0bMk2XIuYu+Oo86h7YI9HEnrZ1Ir9HrG37/HbjJzZFTCVD+/kL74UiyWLGawxphFP1cE2Fku2BaJMrlIojcM2DLLX+B4gNsVGwpWHUm5f3cfAkBdDWKXqXULqQ6RInOvB5pqdSzMZWMqXrKSSCybWCAWvmfGfcbqJqlJD6N51eEmNmH3NxlPNg3FSoC5IffB5X9iYeLvyWi78XjUsC2aqubBnOlOMQE6hTD0LAIHq8vXp3djq121NJ2SjcEgE2EY3u/vo6P3bN3jukRR2/feM+rj+M+9gbPud3nqXio7AmR2NUbaB1Y75rK3PAHo+P33gr1yv/eIn1AdFz8tI9m9NotHih9WUAaSM5fyPcBGIFpPIXkywGTWnSJtZldrgI6IVht1XZlvM/75heYJaiWnaLItUXtnHjJlKGwPRx5/9CWcC4s3DtsmaVUYhZYMgzfmltnW2DdKYutO36SSaC2idaeB1py2gfdKb05LHgNeMaESRm8bKQcI529rT9YNAuv2oWrqlTQ3NjNqSjKfzUYZC3ks9G2jl6R6MmWqO71vbCQyWesuazCtJHjtk/o5XZPBEkMyciqMJkPZrdZwR/AAtFQ/J+9svdHCw8d6j8AVFziN07qkqTn8BaX2sfvnTFn3llmwwj3qABp7Qo7v9yrha4KWTko52BshxfPoG8JzxrwHEyjdQRlLKdJw9jUfeAFRT+L01nW/9na/D3oPJQTRH8R6ExCqs848vFkMRV6DAir2/QyZUpf7vgXu6a4uAEKGLLLIb/P4axjLbnfqy/0OcaGmd1peIP3uSQDD3pgnoUHeVkhDaKOjuEtI4oNhvpFTmMAEYpR7TP0GAR/EglCB2KF0mjVdzqAMuWsCaTtA4Tl8NhB1LF6PVUkFups3bfCOTC6LJvui37katLQ3cfuCChmSFTWZ7ioMdmBnUPOpaaDdC3ws3ZuLvilZwnFNJ3mjMZIKGTmOOx3STstLcnteG2kQbU4KIdGwLBvdOltzmIqmS93FvInG2ShCZeLzO1EIEZ8rbgihk4lWG61Ka9x70GBdyKXvjKOUNNF0bWY2ZFI3OfD3zh7l2wOh9JLxMtCLbhTvDRun8KEQI6j2RqVTbxvLsrFunZ6PDOMAuJg0JbN647p1LvPMgtNTxVomJcVhj8PEYRo5DIUyDOSi65Bbp3imPDzQc+Hy8sp1nmm90SPdIvXQ5qUM16uSpeYFLldO7x/5w7/3f6Ucjpz/P/8Tvc7aKMZBkw93rHY5vJ9OYqLkTOmdcpvJtbLmzKE2ToxcSDz3G5feYEiUYWKbXT1L3fDLK61v1Jcn+vtH8tMJLnMc10b1Tv/ika9/+CX9m28ZDYZxYOmN87zwYb5xbYtolzaK/WOdNGRyGe6ghPx8RN0WRTGAwX00FAW3jLu0QQqICTg/EUZSRKLUG/3fdnmc6wCDvFcZoWXefzQQbTSJyqXQtvX+WT3nAHSJezipcUtvSLOiwQPia0tI1/Q73QSqmBW86y4jgUWCROobTr4XP7+rD19m2HQ4UhexKZJ0uDZlsILdbkFQC2+RVfdByhP9csOXBT88Ccg+PgnELS5qbh6gXjQ1NscfHmG7CFRfG5ye6L2RlhtsK50DvTZy76QeqUsBXHKrkmmkR3qb6WmCy00N8HDUveJNniwm4KWnFbtU0dBrxb78oRoqL2GGPKs5fjiECXPXGTHfsOMJ2iWkoiN2yPji2MOgBJPlQifJRPOa8cdJCUcG7XzBb2dN3z9dcQvQaVvhcFQM83KLPThiwS2roLtFfLPQXkgrRgBc60xdZnj3ECaQSnHT3p+DPRLnKGHKGX5Y8HYOWK06h9cq2v5y0xmcIzIWC1mTABX/fhFasgYYWyShFBWYvgPSpdCHUVTjoM/beMBDcusYrW00d7Z5YbstLGvD08gwhoyvNnwsrK1yq43r7criYl1agzQeyMPEME4cJu3/pRRykeF66k4hUx4e6blw/fSR2+UmyvC6hXGmYlJTCa+anOjzDOcLhy/e8Yd/7+8ynR64/vff0bdZA5xppBAJIZuau/TwgJ0eIGfKF1+Srjfy1gTsr42TF67NeVmvXH2DkOHU61WlwLrgL8/a+798T//qPfnpES7XqMug9Yp/+Y6vfvw1/Re/ZMAZDiNrr1wuNz69nFmuV5xOGkclM603bFAKD8uGTA0R4NUaviwClR351BQV6nuiHiEHoDVSaqoB4vxnaQJGpoNmN+FLJ/m2w/WCl0MEFbikf7usc2vxfpqMk4cjaa34wTSMOhSlW3WFG0iqs70V+2bYWrFBZ4DNZ2yYsHGUqfR40H1TJM3rBj6Y/Hc8CVQZJgGxv8sPD+N3wjsiJskJUy0eQJrSUf3e3PfGHVRIHfmqRPMnzNBJrgQbSzEFx2Tq2t+84e5jaQQWmuXvMbuRNDwm0H2PRWWXNOyyoJD+A9mcYlKRVmDr8R7jjJfnohrZDrQUbyHADFcPKsBxZwREnbxLmpIF24bvQw96z+4BMEUzuzsO7HV/R8aY+nvV+y3+fh9T7rWR7T1obNwWP3W34dzfqL7IqMH97ffZ+4b9R3TzeLCCxK5Md5ZvZ/+MiCkRV9pyln/SDj5YVk3YHRpsq2PXGbcXvLl6CQS45bgmrRtlPOLN8OND9DZnyIWGUXt8tpQ1eDax+Lv3eywt8ypVQuvyNukWQSH7HMEFpvSmYV1cNyeAu6rzUJYFSuLsOxsRXTN3J3kjV0kw66B6suTMmBN9HJCWIiI2djC5NyxV3AdaqzQfyJ5oTQyu1jvexageU2LKMtz1Dms3tvi5LHSAlBOpgFWBPxVn6y7/Hg8wk/0+yvKiC0uOUhI5BVDSPZhhZV+lcdvFRYs/vQOC4UHUMbKK++g/Y33vmrOww5CHoogNu38K4WUiYFAsGHdoXb0H4WHUQ+PWu9JFLeACD0AtpX1P0d7TnTsTReCOhk29hQw9y0NGsINpz/LvKUviRhA+kX7ruv+3B1GCRiT6D3cJAFWb3ltEUo+bO+hqu+wlJt6ES7C5QBahv/vmnO6LmDxi6xxgQlBHLShc+2TcO+aa7Aj5Vrxe2tkXLcyFmikJwYgvKSQ9vQmlivfCHrGIJq+OtG22y3ySWBcei9QtNGsa4ehqxkLwQNjcMr5uwbrpWNak21vVRN4r1ROWRpyqxbqj263SU8J603+HzCBbvtNS767zIFpd1nSwpcSWJLlK5ShK8g52eA5+mm4MmQjG0dOlwdtvMKWZlKA4x42UgR5eLxbTKkd09zgsLGLRPItd0b1Lb4i0ysQkoYHMbbdNDe7owslSVuRcXdlu0mBbNjKF02kijQO1Qk9ioJyvF87XOYpoyKnokLbMUDKHpyce379nqBvZ/O5uffjBl5y++orDV++0WW8LbV5o20avjW7BRMlaV3nbyE3JAmXbKNvGp3/6T/ClUZ8/CQXuHds2xiaj1+5OTgPl4USejmIPjSO1O2ORr005nnj40U+wofDP/uyf8ue//DU3Exhph4k6DDok1optFa5X6nefaQ9HySJSieI3MR4P/PDLR9r8Cmujts55nfl0nXleV3w3IQ7mUkrDHY1OMWERILFH1iV2R3oL7TL3tRIxlbnEdhhMj9jEyapWeo8I02i6+vcmJb5vuGEG5i1AzDAkzilLWyxOJZRJ0wOzkITIiynlITZ7hyZPgZRzFDIxOd+9mnpHGEp8pjg0Usq4yTTbGaDO8Vl+dx92OsJFe5UPRT4f2wbXV+nJp4KxQZ1EtU8ejU3BL5tibEuWsmpU9C6zfK9S0US8tyxpTKvY8T1+ewUcK4doilxgTs/4tmCl08cjVJkBs6zYkOHpoIO5v0kTvSndw5cNRyCv11XGs5uMrFOZVASeHrDbRZPwtmKbmkjJ+DZpvymYJ3y5CiwYH1QM10bfEJPCN/rDg3w9SpS1U1JzutyUKsKKlwHGE6xXLJ/wuuDFsPkazKkNQppE2zCyZHFW9qgDNRWn99pT60ofDtSQ36bjSSavPe4BHHl4RbHTqhhjmGRI8RO0AO4pwWCMezohJmEeJPHdtdN1izMpPBH2JmgcST7rdbxTw7OLKJJ61vlopZCmkW6hv05Q1852UTNNMkrJlB+8x6ZJxWdKbNvK+eWV8+XK2pRal1MhmaSeJSeO797z+NWXlFaVdhb7zuGHX3P64Q85fP0lzYy6LLTbTdPEGl5kYTqdTEbneWtwvZK3lbKufPjTP6Wvje3zRzVZrWHrSqmVTMyJ8kB5fCAfH0jTBIcDU3fGXGjdGU4PPPz4p6Sc+NN/+D/zr3/+C265aNp2OrFNHZsX0iqQj9cz9ZsP9HcPMgw2Ab0+FsbHB77+wTvq9QVbG9U7l9vM8+cXXj++0Eik01HrZmukYSLlLLA/JdUQgC2LmGdl0DS2V2zIWHONg+sq+nbbsPEgtq03ZCwZm/i+3281nlf3ZK+b1k8ZVQMOBVtWoOHDhI9FzXKtJAppnEjzDWMjpS/hdsbH8Bp6eNC9//QokKc1WBwvJcC+TbXmMGKnhzffOSPqxSLAZKmkMuLrlRSGlrx+Bjv9b76//vv8cHapg9hwb6aWaL3YW+ueU4laPqj+LYDaYIq45fBxcPD7NnAHanr4JkpKsVcZkviokVMSiyq3mOC3pil+a/d3nO5GtI097ceB6moYk6I6VWd4i7pau929yTKVCxbNXYqyd382x++DIwcq8m3oXfVMShZErzDWjDpn33atR8RyEnNl9y6JMFh6Vfyqpum7PwV3djXEgEooCkEsALiHm6T4Q/1uTOXvg1FdxRwgj95UNLq4ZPT5LbG0eQ82gN9fB6CZrtEASujKYlFYSrRuVBC4vlWZvwdIk3MiD0qmfOyNIUFJJj+pPrKWRCqqU63rOVqTJ8a2NaXKyIxGigR3+prIxb/HxsjkZKoDXWtDPWvVMGSv6wIIuH/+3mPw1km7vcPOSLdOqkp2Td2p3ehdjA/GQcz52sLDJuG9kXsw47zTq9Nyp7VOT/EdB9iRQlEwjANDSRoatkTulZw2yg4OEz11SQxjwYCtOTUk6AK4OpbkWdm6GCV5KOSUGHIhJcmGmrUAOqKNTbsELgCjJKCLlGO4GcPuFsEl4TciM1uBK07UJHHJsR7gvN0lYXvSm0CX8FRF17nHdyWsIXrbkDN7tPGWBKLkJNwgOlmGLCJFt/1edjFNvOse80iqAmr4tdwBSt8BVdlVpHvy8L/58duDKDUoUIEaO7t3QDRUHpXJLukxMNrbRHn/byK1xlEW2G6e03qwGwzQ4SskWc2PdaXSmKPCJoxjrYbxjnesTGH6KhrfPvXYh8m9BpLmUci50TeneaOUIaYaPRRoAWRUpQylrp8jCk73iHbr6W4e67ZBz2oq98Nmu0lagKhS7mDrRt0WFccEILODQuxonPxLem+hiwtvDivsLlOWZeiJFdgWzAcVuMnotbJYpnnG10UAVeGOyOE6oARIaZO9F9CB5u2aQ9/jpGwHovZiuWiqa1qGbxKgiEcMdpI0cGrCEyY5yzBi04FmUNcFa5WUMt02NLTShlBXaeNPD4nUofSGlUIjUb1zuy6ct5Vz7SxBT85xvXLuDDlxeHji9NUXPHz1Jf35mXIYFAdWiijIjw9UK2x1pVb5k/g863OXIlCkd3LdtHnWii0rkxcetszLn/1SWvrLRXFdtZKmiaFkpWBsG3Y4Uh4emB6fyMMAWyVNR44PT5Sx8O6nv8+7v/d/g21h/X826jDxfD7zervyUi9sdJgK2ZXoM6wzvLzQI/nJJxUUJDiVRJlXShqoqXHrjZe18vF2YbGoDEwxbqkUcjLpgy0H1TamKwFs7Lnu9/s672twDARYIKTnImAwzGAx4uCp94Nbt0yBFukkLindHj3sUTTd9ZlxDydL5DSQkibDKtInba57YRbU3DRNes6QETkIlN3NmulQJjWWMWYwRE3sdFIfRB1sG96N5ttvvU3+B/mIaTitCrSdz9r/PBqqnvDxqAa/17tSq9cuSn1zsRQHh/GI1RV/GvEbeN7w6wtpKHg37aPbqu80F03ElpmejFTBpwF8hbVDEhDRl04eHmUGOT5GpHYh0fAaE5m5Q1GiGekBT6vMCusChycxyLYVO5ywJEq015k0TrApIQaK/vw6Y6PYhLbO+HiCvtDzgM8LNhidjL9+wtMh4pUlVeF8hds5zM9XODzB5UX/XjXlN+TZBDOUI7ZUAew2SoJUG+mo98l4gPMLdkX7+zTSzy+sT0dayvR1QcB3vqcm6BFTMroacb4Hosf9pP4miu+6AdJPm4kFRkx4vKuBoOmszI4YYnGeesjpLKUwRJ2ww5FmScbm2xp7fzQjXd4wbdFZdnw4kNyVpjAMtGTUWplvM5d54bxVVgzSRM6aMCWcISWm919w+uFXnH74Nf35M/kw0bvLKPbxhL17pKbMti7UbaOvG/1y1ZlVCphSglJVwo7Vis0zBys8VOPln/1r1m3FX19VgG2VdDowlKLJ7bZhpwfK4xPj+/eUacRrI50eODy9YxgHnv7GT/nxf/FfkerCOlTqwwMvL6+cL2deLy/ympgGUq2MvTEsM/b8oullMnzSBN9yYiqZPG/kcaK2K9u28TovfH7+wDpMGm7UShoH8mkiBXCcLKlhsaSaahhC/mzs6Q7kgh0n3SchpROLqQrA3gSuecgsrQx4X/C+NywGeYTm9FXnq52OsG4yQR4m1XvhwcWguikVJfak3gV60rA0ynuux7prSge0hycxuODeCFAkDXRLpL7Aw6NMsHlr4tMoPyP3Ccex1ytuRSDo7/BDvqJh4hmM5R2FvJ/fZU8E6TGfNMlFdh+N1oPg2oM+ry5fCTaSiyTUW8gEPlgDMdXOOc5oi4GO7Y39Xnu0O2PFIMxNw0g0AA+xmjVDL6gpl1xbbPK0M+iwMKuMBg3R/98edu8BFC1sIZkIMGP/HEb4Uun5ZBe0I0C6p5ILTNEj2LMBUSQjhq47UBWv7sE12SU2wRDp7OCSvp4EYbSZ7kDLzmXx5N//aXZzz52JmMJLasj6Djegh7zRCHAmGdlNHtOWtYcgoCGXxDCNYCPdEt0y7pW6bZAX7GrM48B0lBzztjYemvPjYeLh9Ejrjdqgu4aXelsC5upWaTG4T8kkoekaXAb2oeTArmbZLIVscGf+r2xV/Yv+QGADESQRCRt3Br51sdTujKMkf5zs0C1RYmvsa2WzlZyzwLDwhBnjm93cqa3T80pqAlcgC6AIZm8PcA+Qx4dpcJhLYnCtwdYEYrUAtHKS14tbBIV0gdnZLDw/9Hwp7smSJd/R//U7uJSSUUxmy7gFGywW4hDqkR6mz7sHlXes6tLKB1R+at0RKG/RNoQdhzC9fRQv641U9udSz9lMNYgH+mcppMo7rBD3j+7sdJc4pf3LZ2ejpBigCWRz20FYyY/ynnDl3/NRSbssLX7/f3UmSg5dPEmFcdcUSg0XaoCs3Ref+JthetcEOFiRBEN6joQRzu177FJOuoCuZnwv2NgXt8lkxnC2LmpT7lVmdAbJG70HHWuPO8q7+3AmFRcdrDcBKgHOpDTQmxgmnhJ9W0NWVEPpU7XAuxIpvCu+y8Ow0wRXgydc2Ct9W5XkQ9wwngQ8pX1KGgV8zhEpKI1dsl1nLjlRTllI/DDpBvNEmnJM/kTL1rUbYucVa6eTWd1o20pL4bCfgq6Vgu3TtSDv0J6/LXJ835Fc20Aud60qO9OIjrObB2pj65iigXNMDapQUO9qmluedMgdRrwk1qXSrmuEfiizvnqizVcZ3JWRbCYTWctMpwdqybx++4HrtvG6bVxyYgszxMFF3UzJKWlkenhienzg8PBAPoxsz067bSqQh8b8euXxXSevjZfrjZpMPivzgC0Lufe4RE7q2jx9WbFe+cl//Df56ssv+dmvP1BuV56q03yhlIT1AnnQ97c1GU1NB2wcsGFkeHjg4fcOcJ2xxxOHr97LFPPxyBd/66f8zdOB15dXfvPLX1J/9jM+fzizJjjmgWMxDmiKwFAgKdz4uq701hmuVxUabeW6LTzPle+2jZe+4gwCFAYxV3JMbnbKnvS0otQ5SQcMOzgWG0toE93DYHiXd3jDIzrM90PHEcjX95hvob+OEPM9vlim0Q2LTHd2s6vaYkKaya2RhohMLUNsrkEv7Z2cNTnQqSejw57t7mdEX9Skp9C4RmKWe4OURS+M6PDeUbStNejfL6J+9x4+HvHLCzYc2LmxxiCjoXWFkybK3M6S5GyrpswOXq86CE8PArkaarzXW1CJB3mbPJ7gesOmQr/etK+YdPaMg6Qes1gtfluwYaStM3Z6JKUu3ysvkd7RsTGRphGzTmsDHDc8olT72kg20fsVpgd5kvigVKflinuBYYM80S8VO5r8OtYNnxt2GvHrCxw1pbYWPlO3DR86Ps8YRwEoCHzxedF9sFykXqthUj1X7kbIoyvNJEHatoh+XsmnhwAlEzY+4pcL5oMSX7pJHtSJwjrh5cDmhbYEsDPIZ2QvFCz2SnK+RxF7TIF9ByjNRDen4Xm8+3YEih4F5RBnRINWaaZ48J4UM0jdmQeKpG2Hk/b+01E69nWlXRcVW4No69Uy7XxWkzuMZHSOZCuMjxN1LJx/8w23beO8bFwN1ojhLTSsiZqfp4nx/Zccnh6Y3r0jn47Uzx9pN/kf5d5YXs48fvE1edl4fT1Tk5EOE3YdSPOi5qJ1jJHk39/7G7//t/+Er776ir/8xW8olwuPa6P1lVIy1gYYR3J52/vT8SifsMOBoQw8/OQncL5gjw8cfvQVTCN2GHn3t/+EP3z3xPnzZ779V39B/RcXnj8/s+bMNI5MQ2GK62tDxiMe+TrPeG0Ml6tSndaV67rycpv5NM+8bkqEStOEjQNpXbB1JY2H0JXHgKxVNa8NbDzou25V4FsyfFvE6mUfSCUxwJq84OQ1oFQM96aUtE3ME6tbmE5qzZMdzlcBchbPlxJuRZ55lxuMg9wEvJDTRLdNQGwLnxaT9NtbE6sr5XsKVLdEGka8N9JyVQ2Tws9lmyVxi3WWcg4QaKQvCxwe9dz9dxxAj+Y45yK2h+2VQgAEMTtVWa/GxrxrRukyMO13RrqGdbs5akPslmJ6Hd3/Fu1BGGui588pC4az3d8kPBaCgaLdbR/eagK9GxzLOFQMATrUXmIwo4+4S1P0efwOIqSoYWQPQAwZA1wWf0ANl3eBMsHy6PeZckhJLMVZ10mpYCkAnHgmA+hGzh7WCNHQ2e6tEp87hsj7dfH4c+tvA9G7L+UuQ2IHaeLfjTi/9w/fxU8MkqIFfU4gUbo/XyZ8M5JYAxsNryZ2fpfxZ8eotZG9Mx2PPL478XCccDNeLwuXWT+z1Y3ltjDfFlKZSWul1Mbl6T1e4bw451WSmGxi8bTWafuAs1Z2v6WUd+ZAFlMmgD7LiWkYGAclNtXwmKw3sUWb6dp5+HsKdDDqDgBDKFd2X0YPrwwNrWtfMWsQsrW+hAqiAuFLU5KAjh5sp0qjuZNz2Bu0hkVCHXRaksEsAdoJwNba0VAwBot78IFlOolSZFZuqN9qHjInwki7V3LKiqNOMTTf+zwENO2AnIoTF/gVPaCYPQXLzmAhuQsoJCULc2K4x5DHndK9RRsZ69wlnf8raVFNCoedIyt2V1z/ZOEHFNm83iMVXBK+FH6rRkjk7sCR9qcWJI9dmZIMnIZTgl0mllhq7f75rctqJKd0Vyv82x6/NYgiLbTYBN6lTXRaNNXReFmYM+2oZ1BxiOSOezJO0Kh8XyT7OwnRofE92U7vJI9pu8sh35todJ2u6NO2SEdohuWgACWxUXJM2H2IZingrIxoSVgj5aKpQ9vevnzXBLx5DzqY4WtMSC2kSG6wLbwlFgRClgxs0CKMCRy4Pmvbr400bykSiCw5qcp9WbTo4XvTfMUmm4Whpjel4QDkg5IwUqT+ANYWvCeqrTQf9dq7zGif0MdXRw+T29C6yVW9SFe+U5+jiXa3+Ky7fCtoWoH2eirSF3uj90wzCzTY9JytUlFcpA0D27rRnl8FCKVJ+vi10l/PtJczOSXKQYQlOxwZvnzP4W/8Pt/88le8/mxjTjCXQsWxsTBWp0QCEThlGBgOI+UwYKMxny9s24bnQVOATQ7l+esvefi9H/Hhn/5zlnkWarkDkXF45tpIVKw12jyTSuH09/4Ljsl4f/uHDD/6ErfKt//kn0nna5IzZAMbyt1Mr99WynhgfPfE8Sc/pkwD7fML2/nK7X/4B3Cd8eXG04OKuNt85dvvvsF//Q2LG+PgTNOJYSgqVreKHzLzbebzbaEGde9WF9brzOt14eNW+bjMzGlEiUhFaGwZMHIk4CAqNh3SoG2tx626M1FsT3pKkdbU7+yOHYAxyzG9tvuf07uK4u4h76nS47f+BmTgoj96k3fPPiEYCmyVkge6LWTL9L5IwoMTGcZ4LqEZHeg9aOA7xrOj2jnH95li2xZB1+M97JRDT5KxWW9Y3968nX5HH75uMByCmYNSa9qG1Y6Pk6i6ZYDHLDmOBxDWV8wKKSdsvkXTbjBoAsB4xIrj00HNy6EGA6JhvksqN7weod5kzNmqVAE+w+Mj1Jm2uEDi3LDLjJ2eSI7owFOG8YBfZ51HU0wftg1LG47h6Yj3C9a0RzGi6fgOTnvGXz/iTdIjv9wEILx+lrdT67o+LqAdP9JTxX0l9VHPeYh9Hod+wE5F1/H6grnR24ylR8ns+gGYBbSUE6wX/fvxUc9xECOGd1/Cpw/4wzs577sLBMqjYtp5p3XeIJDlACcDIK8ROe6StLmL5UezkLsFgO+StrrF2M2SJqgpztJsuI+SP7ZKtWA0lGDuWMdropHpOWPTQF1W2ucXnanHI6wVXzb65xfapxdSyZSjUxzSw4nhq6+Y/uhv8N1f/iXnn/2S2WFOidY7eRixWinTFH4vit4cThP5eMCGzPL6yrZWvIB5xjbJANKPv+b009/n49//R6zX692v697AYaTayK1Bb/TrlVwKp//7f8OhJJ7+3/8jw09+hPvGd3//H4REQaBbivdhowyq+22Bw4nhyy84/fQPmMrA+vKZ9Xzh23/wv8D1Rj9feXj/Hk+J2+3K+Otf0n/xSxbLDH1kOp0YhozlQt+0rubLTQOA3uk487KxzDPn88yn28Kn1wtrKnAc5FPWnHR8EOM2Z1KrMm3uXalXPcCjJBCbJNaVV3nTmeVICRzUHEZDzTAKhLm3eEj2s7OSBkln0jjR1wYWKVTbGkCimEbUCmkkPR7x60w6ncjnG6mM2PyqfSMFiDdX/DDQ14V0fC8fszKoVO2V3ruK/GEHwtVMkUfd29sqE+wA9y05tl6xOaTV7ftN6O/eQyDGIAnGkLknMIV5ZXeZYbYuSY36JdXrkn1F84Sa/SRHx/vkuneBr6o7xHruW/x82Z0YdMZbLm81hqOhzb4n5QATAtjZZeU79LEnAhlGal0tSTaqZ2qVebBFw7b7lOxRsn031gzs+A4ofA+g2DFAD9RDCZgBgAjTiLre73up97cJO3g0nJIOOiEhuqNU0Xbam6VCCDs09LkDI37/2Pu720M52OU9HZS2ZzEP9fAcN5n/snskEkzj8LqIAI8egLrF8yki2dmBVcHZ0EpmOx2gjGTLvJsauRS2rdE9M2+JtDWG1vBiZG8MDpM7t5yxMsivqZQ3s9QW0lRzWSBk9aYCvuTf0kPC1RLUXDgcE6c0sGwb50W1Z+piVlgXw99DHWG7Z0fE/O5XUeCWakivMQhUrKvWSBZDqpSBtBKDJBNzpUsmtGLUiP6uvVMcapdHj0fsr/O9tRdfVjJjyBm8KE4ZF5O+d7I7NQ8UE5vccqG1SnVnawEZJKUSSaYT95S/AW+KMRZJQd8ndwYLaAhpibs+IxMAC8EvjCUqsC88fTy8D9FzpQBftc8KGMu7sXkP8IJY+yUHLytYXX3vLbQO3Z0Meq6UYpMS0NV5814RgJvu9yGxLgT8iKnSAqU19L6cfV/zN6PZf8vjr2EsG+kyqaAOPCKK46o7SFO9IyK7Y5H7fRLsbnfKnqWBXbNOb1gecCIqtUWh5tKA977hHtrsrQb9LL4UOt4rrUspmJq8K2zYdVd+L+Z0k2S9ZtrkMl9C+tMbyWSs6abIO5rM+qyudG/s/ldCnyspH4MKLTpVciFdqRfi65T/RO9ghd4W3IwyHIUv7X4r7uCj3jeasqcaXitDifdbAkj2aGgtkH0X4OJNk4JIWMC7nKl7w4dBNMo00l1T9h38YAe7dq8Y2xF5UfQku3A11NnCJyPfATFLbzdGHqJgdiGuvclAaqdvljxiWRFz6+XG9bbg1ZUkdruJ9XGdsctMFvOTIRvjl19CKWw/+ILnbz7x7V/8mmuRcZM7ku8kIx+yNO/JaO6a1OXEelt5/dVHBg8q5xS1UcrMW2W+Xnj9+JllnplvM9tWdSgIGiV1NRI5NnBfVrx3Pv1P/5j+gy84/q0fcxozn//lX1KGMWhhmZyLKI7jGBMdg6zI5l4b6+czPRnz8yvLulHd8QKtj/S2ss0ry6cX5ucXoardOYwDh5yF0JPoJbO1yufLjc/XK942Ls2xdWW7XHldZz52eG7SiMrHQBOFDGFVZOzpVCKhNAEL98SqABzu44poL0rW0gnqvwqJoM4ZpJzpMcU0g+5GazVSXWLqUt8Q8Vhk9K0q1hoh7tK2V9IwUdpMLePbut3HSa3HJLTj1enJo5l3Aa0J6CtO0TVom8AiD6Rovxfi85P2jdVIZfitt8n/IB/XFcak9dBX6LMMGedZwIGBr1eBy3mU/KVXzNRosYRO96nod9NJk97LFZaqlJllkaSnduw0wuVCJ2Nz+LBsC5xnMV8ivpJtw9uCh2Sxp4k0JCx3Re1eO+lwwLaGtY5NYjJmW0kl0/MXKkqHDZ8NsgxYyRO+3aAc6PMLPofxOYgdZ47lKfTTE142maeyYlu+A0GeCsYFKw/47Qpk7PEraJGcspwlDxmfMAppW7HxHbSzQL3HSPRJT/r83RHNdNL7Xh0OJ9g22uUiIDKQw1YX2lYF7qSE5+Ft0hOTV/bmxXs0xSrubcikNOk8d4LZZSEVTQHIx7kTQ4I8lBh6KAWh+6rpkHfonVxGKJoyb+cr1+uq6OgE5XwWoHqdsfOV1DoZGFJi/PoH+FDYfvwDXr75wHd//pfcgIoYqykX9fjjSHbR35UoVPCcWW8Lr7/8hsH3YlX7es2FdasslzPnDx9ZbjPL9cZWaxjrai8wbyRfSZFu5MtCb51P/8P/TP3RDzj8yR9yGjLPf/ovKdMh2K970eqkw6Q93wnPrwHfKsvnF6oZ8/Mzy7zsRFbaONHrQr0tLB8+cfv0IvnitnF498SU5fliSFJVa+X59czz64W+LVxb47ZtbK+vXC43Pm+V12ul77pw1ChY65ri1jCZdadvDWfFa1Vy3t6gYnEmRK3Wu/xROtxTmvA7WwrvGnYti/zvLEv6sAUDtDXSsdBfZzUM4wHbKoqgn0nHgw7/tYqJss7kL9+Rv/0NeTrpfZqHwtS1Pz2MeABxPglIMe+k6aj3dp3xadIwY11gDMacfZ9JnWC5wnTE2gVbOunx+O9wo/337yGZtjyLfKdjRM2/gxU7OwKTj8+e8JGqWOOWLOpdNd7JgikSAxiPsAExW+WnoZdR86Wao4j+n2RYujc9MvlO93f7Vojss3K//54jaVFPTT6EIOAngIdkwUYlPE+CWd0gmHp+r3XTzm7FgqVyFw6pJXP5ZXjqlJ0dEUNFOmEeS/RFe5Oo5nDnBGsL2oGgHdK9QyX3z9h3uOT+PN+7Bm9vm06PzxmfMSRVu0xi/7u9AXaX2aleN9JU9/dg3JvO7k5rwCAAqtXOtjWWZSPNjWGo5DKQjwfSMFDPM3V6YJtOscdsYjcYHI4TD4Nx8pWPfaVdRs5D0RXZ5aHxHbgp9lruBpmSs2QpkUAnsAKB+qcD/aYzL1nIUanqV5sHq7mTXDIxhYPE4CE8S4SQJ3nFmNJYld64kYpxPBx4enyi3Gb69ULzSjdjrRurQ2qOJfWrvTZabvShE6N7ScKiDr3LYC2kcvaWSiUQSsMkKyO9d6oZOWeSdZooAnjvFJOnScbIpbAnVvo+GE0CDgNfkSxs95CxnYQgJpgYMSIZsJciSaDQHpfMLkmLIYtkPYGwOPfXT3ttv6cHWhKw1/zOgPFU7mut7QDT/YkQIKSp3v05FBBB1CC6K1Mp8sEMC4896Urgn26dFKE0+57XmiPa9L/98dcwlt3NF8PzIHREcWXvjQfdRJuPxsUtjFv3d3i/ns6uv7adztkqlsb4WX0BKvQO9y/Iu9+BEA+0DUrsFGEkC0pxaEJXd+KdnrYKkCgju37fiJulxGSaDj1BOUi/nAp4mEOF2Z6lQRO7FMV0HvQcLajQIeOw1EKd4yQfNdT2hKWIzrOkCE2kv0tD+KQM3zP3NDWMTiQzvFEEoIamS1qkKHoIf4cAUXq50+70j+RE3mSs5t60dHIknSCjr1Rk2iNQK5KXchF7JQAifZlqNnNK2GhYPpLqJm3jVmUmRnwMB1sr/XwjTQNTDrO6i0ynujk2FcjK7S6nEz4N3Cxx+fk3vHx+5TovkqPkzNAapTtpVFZ6brseNdG3xvp6wfJCm1cZNj0c6Wb0BBtOu818/PCZvnUur68slyt1nlUklBzaUqOElja5U1Ki9M7122cOw0TbVtZ5gQ9nHskst4Xh6ZGhJFI3GUUexjv2xbyyrZVb0PZuH18UQzZpGldH4/K88Pl84cPrmfOsRuWL04GvjkeOOTMAeSi0BC/XC9/NV669MW4b63XGbjObGzcvvLTKGpIVGfy9oeqZiAJOFsk2ASZg4AIIjUFT5/62IToGtWrzAd4MZ3dgT/tC2vXEPfxwTFOr+2ulgTfDY6JQi0QtPKY3YGRNkMwoZaKuC16SjF/LJNAjJVEng+pLVxS4aXlLlmACJS2lKGh0WPku20oFUtVntoq3Ged3HEQZRmiziobDFM1HxwaD0ejbAqXjM9jyAuWoVLA8KGXDkqQ/ScUJyeByxShwEPvJlzOWnvazEdpGygf8/QNtazAJ0OVwCAmKK7knDyoYUsd8wz2ilWvIOedGGhqWuiQMhyM2PsHtdpdv9Vyww5dy5y8Oi9GP75T2MR4CTDUtJJ+0P91u9BLyJjtpvcdr+iHTbw1zpa7RKn084J6xCmxXFRE24A8P8hGxFSsPer5Bxp9saxQZM3gBX++DAXeHLZLOWsfH8pbGOhxwSwIsPczNm0B2txVAEtskWShm4XHRxb4Kg0C93y0a1vCy6noR342pXdPnbCbGnZ0kIXWxFYJBH6CkY8tG//xKOkyMJRie1xt3dthUonBz8sMJP0zMZlz+4pe8fveJ2+UmZkc5MG4bvTXSOKAo+xRSvYJvjfX5BRtm2m1lOB0Ynh7oKdGTUXtXYs03H+hb4/r8zPJ6pl1vdxZOMkieyEhykDzMalvn9usPTMNEn2e2eYbvnnmwxHpbGL74glJk1koZ4HgkggrgtrAtG7eitLLbt59orcJh1PBhTFzPM8+vr3z6/MJlWbGUeP/FI188njgOAwXIo7xhXs+vfLheuNaVYdtYrzfS7cbW4WbGa+9sBJA9TaS9PDkcwtRQjC1fFw1scgJPeF3xvMeMAzWSL6K2YVM6xr3Hy3ua4S4JRZNkJLmI3hGWqhpmHOB0UmriLpkYRt3LrdPLQBpLDHonrC7k6UhOA/7ySVHl5w/Y01cyVC4j3iueREWnydzY1kVHy+Eo/6DaBKrnpDqoRBqW6f32HGfSssL87U6a/p191NbFUHDTFD5p4mshwZeUkWgqq1gL3mkB6O6mrbZT8wk4INgWTrCVeYuY3afS3XTT5WBIY3a3XnQQc25nnrjYImrsg8pv3EEJDe9aeKE44aymPcflezIEJVe+l373G2ld6Skic3dKgsHVYFr4tlhCKUTRoAksIoxo4/11nRH7Z1C5ZG91McbuybEzTfaH+T5sCuAmmAB3zu/3ru33fot7HIRBvkus38ZWmoupKd1NeHefOUO1b7d2f57owihZrOFsUHfQy3aD4Mp6m0nDAGTsdGScBtwyq2fy8YEf/sFPePziS8r8yvb6jHXnfcn89Gki28gnKn2bub0eeBkL51xoAWzdEZ9gUTh29/dT3LIGGa3KP6VtjVMamKaOHQcubYRFHiUKFgiWS+8oLyrSefLA7hdzr48tKyxjMPoq+a2VgcNh5Kc//YoffPE1y+cL1998R1uvzNsmA9MOqaiGVsR2u6fylJTEVomeem/uu+++oFr7qQzk3shbpQW415rSCXPONOv3NZWQ2oJdQrNL6Yl+HIgdWZ/XkkqZ7EEo4A4+7h6TGALdSGo1MVr1t983VE9Hk2/wvf1TryXZZVE5Bfd+9e7Lg8lD1Pv3PF0k0+kuMAXfX0NSIqXPvgFRlvTzKQBZMVr29Kg9sOINdNGbdbpHRHf4vezMq3/b47cHUWLncgOLjcCzQY/IsTxGzKMFWyUoUfvG4EJ19P2J1rYDqNoFY2oZ3CDzBDaBbfIs6WKWdG/S6unZ7gtvR4V7k+5OYI4atuQFCxAgZ2C93Y0m7W6yZJgFrY8s3xdLKnzQVENsvPB+wPT5Ge6L0lLW1DS2Nk8JKIry9Q1aYhizPqsjyqx0FbE7hQZxdxofYGeZyB9gi7dqwTox9lhjWhXAZKYpcd3oCWoqdGRI1OMGbU0UMRnD7l+q3ZtkI0HEge0xYDtCat4kHaKFc3Ugmg4EBTonxDZwFSl9W9g6bN4ZS+aLPPF+Gng8Higls14uXOZF8p992mBO9U6aRq7dOZ9fuVxX5usFy4Xp9EAZC0NO1GVl2xZJBfoWyLwa6V4blguDGcMg9gUmqVF1TT+v336ErXN+vbCtiqrutengT5k8z6RtIadEIlFyYhpOPL1/4unrr7j98pdcPn3my//4D5leHqn//M8p3RldjYGnTE9Zq8I7/Xbb8S96KSzzTJuvtGSs3rm1yscPn/juN9/w6cMntl45HQ98MY28K8aUjDIOeE68ns98++GZl9dXbL5SaiO7YdOBhcrrdebcGqRBeGR+O1ANE8uDOKTN9F3unj22J3JVFUM5OoE9rjsPokIaeJXRl/VVoAZG2yqpFE0uY4Ktczxr72yd+0buuwm12C69dVqv5CzkH3dSKqQyUGqlJR0VPgjEVCJLo9PJwyESTEQLdktKDdCWoYKnTHfA02yXnEnbiyk5xHHIRzUYv8MPNxcTZelvbIQhQU/YkLDxCf/8KgbJqsLXl5smCQ/BwtjAt46VUUapKSzXQrZjxxM6KwyrGT88wnrD2gO0JnlMa0CD3IIJ14AB+qYpZpPPiK+aCuKmKXvr0LJ8vF+eScMJGx9JuQuc6EBbxdAaT9BvpIcJimH5BMsVKwHur4sAt8eDyJZLC0aj4USKDhmPBCkY8LZg3cS+mZVCQqsCHYYJb4YVmWH6vAmcOo6QRmy+4eMDXhdgglRos1hUtBcoJ3xboG9ivA2P2HKmDxM9FxVjrdNLvqcryLAu5BNhErczUSykOu5iXuz3x+74TwkQMgxEPSR+MkBUw0VP8V1keq3SpPeNMY+8Ox55f5h4eHwgj4X1fOY6z/Qo8kTHVtJAOh64tc7l5czlfGN5fcVKYXp8JA+DkhyWhW2ZdS+vqyIy9zqgVmzoDClRDiW8mmRUWHuD84Xbr77Btsbl+YW6hFy3hUdSyeTrTFoXGc5ZouTM9Djx+MV7nn70NfNf/IzLhw988Z/9EeOn99R//M+09wco5DnRc6a7tOV+uWhC6pK1rrcr7XqlGazembeNT99+x8df/pJP331HrRunx0fenQ68K4rRLKMSc87PL3z3m295/fyMXV6193fHDgd6q5w/vHC9rTAdSMEgSa1hZdKenzOp71PDIlnzsqgQngRWemvy6hrGGJ5B3xalDCUxCtkqyTMsMxwPgNHWhTROWA0D/lZJBu0optqeimUGfmsCYXvTmZ07zLPW41BIteElk8cD+bbJfHBzeHqvmpMiv6J1ga++guNB3lYoPSKVAMmbJvF2fJRpbspR48kE2Dd53LEb9n71Q/zy8u94t/3365HNyW4UUVaVzuJoQJjDM22nvQezzaN+by2GGMlIAeZ2OniOxibWjzs9BdiOQ5ZUwr3TmgxeE8FGCOYEUcPiO/djl5xEvbqb2BIyCQ/wp0cyWdAvdnCiewtDWiCAlf2Zk1kw0AkjWA2JLEGK2lkmsnrplNIdMEqi57I3gvk+TUQzUt4Y+oRESCzB9FfAjjfp0B19Cd+L7/39/rzRwbq/fV/6q3iPJrZeMmMohquY0mf37wEve5iHpZAztR3DiWsWX98OQsS1wju+bmznK0Ym906xB3Iw3n765RN/9//yJ0xffcWf/fO/4Ge3M8csCf0SzMWeEuM0kkvRIK872RItZ3rdJEF3eUmOpTCdRhkAm0tyG3M8erAS6kbKiXHI9JJYKnQz+fJ4+961bVIapFhvKYvJ2YL9EkxOj7XiOWO9c1k2lmnkp3/yE+rryr8mcf3wDXY9s92MFoBfNrHkvTUNsXvbCSF30Oytt40+jUSny2wZsZiq6+KnXATW16YaN8gMiUTyxG6u3HF6BH5IvhWDcnvz3STASAEPSkvKuzl0yvTeqE7IjjQI3a9cTkmEsPDb1HrYGTzlDaSyYJIlC0DR7/fM/pl7rXgSCGTx/Xj0p7i/mcka4ElilrjHFckNluNammuPcpSEpX/B8DCXjX4g+lf277iD3++5f/Pjr8FECUgp9jnp0wLFafpCHDWxQnA2AStBAWVPBSEQnj3JxSV1uTv+9+815UG/0VJXFGMeRxIpvEgE2Kg4rGr+zN6et+sL7LungSdqCrVVXUgmKjCJ++ZqwxtAoLGhYV5ljGZqKH2fuu8u8iFXINgycdpIrpDQ++0jnvfF5fKFMJMRIwQil4KFIyDGt4jptB426UrdseRqZsx0XZUJzJ6UY1UyKDen9Xqf8mlDFfDjYZ5kYZpFJAgZoiPT69tGdNexZR1MZvf35RYThLiplLQiE1hpoTvDMOHbRmsLaXzk3ZdP/ODLL0h1oS5VCPNg2OaM00R+OLEVuFyv3LbOPN+4zTPbvODJOL1/4ouvviZNBUrn+u23tGsLPbbeSs4yOG3bAltlGAuDH0mtaq3Y8X4HtAy3l2fm17M2m6CEJdMGkseBoTdK7wwJxmni9KMf83v/5X/O4/HIh/mV8y9/wfUvfiHW03igfP0lw7t3rB+f9b21SvUA6rImftZlQ5YoAAEAAElEQVQ2Gq4CulbmuvFyvvDp+YXvPn/i5eWFZZ4Z8sDjkPliGjmlgSEOnNvtxuttY102DuvCtFYO40iZMlsylqXyGVhzVjRrKZHCkO+madZ16Oy+H0ovScSIO5qs4Q78aa1xL4zl47xLwxwvY+Bxur+9Cw2+Q9OtadMPJP3OYiMhE1ftGz3o5m6utVkMa43UCtk2ihmVinUh127QvDKkUdOFhgzdVMnQWtNBlfV+vSoNq8d+IS307o6f2ePSs/eQFv0OP55GqAkG7Smsiya1yeC8aqo8ZIHTzQQajE9qlq43KBOWmxShHbyt2DaLUTKNWnPjE35bYRzDUHrA5hXbrrBu2JDpiOGihI4MdtI+5g3qLClorVhdBOAORzVG5uCFtokx2OYLtnZs6kobarPYcI9PpHmWe/0aqWqLzGstAeczXg5iwdxmTTwepxgaOLYIbPJVazw9HHEvsOm6eZUPhPcFTwPpi/cCJFGRYDmJubA2/OUSFPqK26iz8XrF0wFfzjobBwFI9Cixq2P1CodJvijrAochXjsie+P+wAh6NAGkBnMnl2hMg+bdusD9MNXze3Hf5EPjpsKthsk6nVzCjLo1OBzx5UabZ2w68e7rL/nihz8gryt13US9NbBtYzgcyE9P1GJczq/Ma2O+vjJfrmzXG57g+P6JL378e6RpgAGuv/q1jGgjqpke8ZlWaMuMbxvDJBA91ZXeJq0LDCtGz8bt8ydun59j79e5l6JITuPA0CrFYwI9TRx/8gf8+L/+uzw8nPh4feH8lz/j9uc/I3mDw4H8ox8wfPEF63cfAaNvG81jHywRAVxXusuTa9s25nXl5fWF54+f+Pjdd7x8/sxyvTKMIw/jyLvTgWMZGcIccL5eOF9m1nnhcLkw3Vam40Q+DNRkvFwWzhi1FA2AclFRfRgEbG+r2AWlYMFGAqDIFDZti2TAWdIfM9O63Gu9ebk3U5YHsToOx3tTau4ye84lfFOK9tzqpBamosMg1tikZtpvN+zhHT2YDjKVKfCQFPF8nMiXC2UK0+TXCk+PWmvLGR7eqY6bb6iW0vP4sqiGKQFqbbPMlZFMlKKGiTXOuwBwkknq9Lv+kC/s7rmRsKShiO1szzwIxug1mtsAw0xrL3WTZ9meYOO7B4bYn82JmiASImMC3VEjl8Lg1EGpPD1CgHZZx306AnsLemd3pP25obnqOvkedAUFxAAdT9TaSGkPGdbD7s8IO6NG0iWPcn/3bQGi+cyaBWB7sxQgT9rNUcJLSv1S/P3OqNlf2+/Q0P2NmMc726UN8Ve7yKbTSYT5KbvwRz8h4oZewLsTwT0aYWUXeGLxXLs9g+naZQiTW3t70QCFkjk5meLQe6fkjCej3la8O82cNb8jLwPHcWQ4FvLjice/8UN+8tWXLB8+8OFXIwvwzbLx3S8/4bUxUbFV8p0pG+OQaUPBWlF6ZzATzIxxKDw8HEhmrKuG7M0SpIaZ01vl9boCne22RSyxoAX6dv8sRD+ZWsPpYqLsJuxGFC8ayqkfcnZ2Q90a/+rXr/z07xT+5I+/5um68auXM8vyzLZu1CSWHlkDutorxUe2LuZdq5XujWLyLrH7N2j3796ykTa+16elGIbbfUipw9S1h4f3SMmFklL0qD1WWAwew28ox6BSA4joNy3dmSDemiQ7rcoDLinlhxq+oWGm+1eCYAIw9NY0CN17DjwkgBbsE6ki9tv4vgZ3AHIH6eKpPUIqBGzuDBe/v7aRgrfh93tpZ5jscmT5q0QPy26qayHPip54J+r8Wx6/fXewZ753SWMwJMPZm39cO0dNd2Dhfqe7FvT9KtQam0mMxmlCG9sbIng3dRlK+NOGDjhlgSTDiV4XsESi08xoVgS6xEQ9JSehKUPKRm/rfdEoptflnxDMEstGWjuJhpek4jxlfc5aaX3Twst2R7qVTPC20XlfsXx8A3Oah9Qg0OXueLWY7Mhd/j5VDc27Doygve8b5TLHdY+EoL2CCZ7sjvzdN87eaQxsxCS+d8w63gdd8n1Dtny/uWzXhMrZKM6k+BniYLKYsIVHht5eDzmEIm4tdHjyuamUtuE5YemEWaF753qb6Zcr67qw3hbMBqbHgeEHX1LfPXL+/JnLrbKtK7Wu1GpgxvD0wOPvfc2P/viPmC+vnH/2C/zTmVw3WlA+T6VwsIxvK9u6sW3OMM6UhxPWewBcosf11qivV3pKtG3D20YLzb+FUVqyxJCMEZhK5jQe+cHxEVsWzrcb8+2GJdhezpqa09nON5LlnZOk13Ej98zdy6MrK755Y+uN8+sr3338xHcfP/H5fGHdFsZkPE0H3pXC0V2qCINlXbkOB/JXTzz5xlOdNdnORh0Sa+u8NOO8dZk5WsKskIu+7+QIKMyRmAXRTL3RJXXI7zIXSVrEdoqD2nd/esd5Q7Z9N+0KhFINmta+lqtAIFqPDTE2V9N7UWOs8yDfJWwWLvT6J5dRzWePxscGnBTmc9qT3Du99TBnC7CoNzyH+WwSi05pP5FaQlCPfZ9adbL9jst5tkVha9uMKbRMSWtexTpqcThZUoNYHqNBb5ro1CXAOKViqDkaBSAvMz6McJs1IeiSUqYEPoyYb+Qx07uTDorCbsf39Ndn7AC+BuW1HCTHyUA+kmuHniFtovoHA8RDhmBW8deuyeg4qOBaFrpXkj3g65U0PWCHI1wWrN/EtrIsll5K0Xz2mOZ3fLli09cCWdoVW1dJf8YBaw1PG24Vf/claTzqTDjfoK8wgHkRo6UUmN7dpyf++ipj9GmE+QZ20A08HPHlGpIEF5+8N3xeJVnBlFYQjKs3eZwKcZISuuRJVsJgOs6paBhI472Ql9wzUlB6E3i+s9Zy0blO1AVl1BCibgylYMOElUzrnfk201/PrPPCdr5gNjA+DZQf/4j2xTvO333HdT5Q54W6LrRo4su7dzz9we/xw//9f8b8+sz5X/0F/umF3GpMT43jOHJIib4s1FrZGgzzjbJtklR2TdBTljfJ9iJfqrZt9LqK4ekumUIaSTlRSmLozlgyD9ORrx6eYF04z1fm2w0ybJ9f7teknq8sudAttNetUdlIJUzPk74TN00o11Y5P3/i4zff8fG7jzw/P7OuC2PKPD5OPI4DR0RMFRlq4TqMpK/e87TNPM1HmAYoiTpkXlvnXOFym3Eb4qwr4aWC6qwyijXSQ25c3vxt9gkrLo265SEMlFeBnvdZWHhQ9YaN8gLzWvWc+4DHBVxarTqDPOKlz2fVS9MocKWMkmH1Dbam6eX0IF8UEEu2y1MgjQ/0UeVXv13x4wOOknioTUyG3sO/KHqgFKbRw0npgYM8+XzdsElxzt6awMIAYqxkbPzd9kTBMs0b2fJbPQDRSAlcVcNtAfo67kn30Q5sWqbG75lLnkNM8z1A5NYcsiJLe1cSDd7kE5j3WkR+es1bDAEt5A57d6UB31vgr+//f288Labw7pH+Ervb/v7oPQAQCz+JpD009SjzYw919Vh3AGd/fA/0wd96I9XP6d7X7EqBnQX7/9s0By13J9jfsYu0X2uXx1N3xcu3LiZwUF3uhs8lqRpSfRUNObsvls4X9UIB0tgbyASQvJHzQEqFVpuCC3ag1N7AI3enWmZzJ3cPL8UKa6HdZrZxpKwbeZClwb/+zY3frAOfa4WSyJszv1zYPt8w72zHkV43LstMN/VvZH0XPa5RNihDJk0j1TLUkN7kTMqDGmNrdBptvomRsq70ZdWZ2GKParvBeoB8oPNsr2ei9337ljt3SUkMnKmN86+/4+//i9/w5Q+/5vf/+A/47puP/MVvvqVF7LCHAYd7p1Wn1o1ch3uirNaFwLAWXlQ9/dV13MKHZjDFFauYD5I4An0cx7PTq4b9HZVoeV9vCGjw+N9vErI9LEKXotWuOsd6gIsaOrao8e0uwSFeZ7fMEPvVUiJ1BIg73I1gPaR+yCBY95Hugx4pr2KbJLH/Xfdc90brndoDvNu7XbcoPxN7W9z29d59F1HoLI7knr7vYwReFH++exYpOHQHIf/Nj7/GiDWpaIb4xrSL7PqnO/0smX62dfANrKi4A1GQe5fuHAI8iBItx0LaDZuS9JYebsKEhjhZfMgCOU/Sz3aPfO4WzImm6acJgcpoWq1rrIu1OywzSqsn2nFsvjYoaYAuA0DbaVehQeyuC0+OiCY1kFZKoHeN3SfEybHhF8yDfTKOdyYIe/lXRt1kOxOn1TfkrFbcSoCIkmZ4GN3J0ND+ymZIFM+NytI3ah/097FwtaHq56IUeQNK9gW3gyxaZvfNErWqeOt35FDTp3Dsz3uz3TBvArlJ5N60uNeF8zOsc6MvC/26kGkcRyM/fsF1Gnj99jOXzy9shH7UE7kA45FyPJAfn9hK4vyXv2L+1W+CytxVAGXjeDyQx4Ft7hyOXzAti1g0reE1mjt00+VhxEqhJGlce0XTTCMAJSf3Tm6NnBNDLrz/mz/l9//O/4EP/+zPOP/8N2zXV1g22roCjh0nUcNHUQjNCS32G5uru9O2SmuNpW5c6san85lPr6+8LjfWtjFk44th4t04cjCYoulZtpVzdWZbKa+V07pSpgHviQ1ja5XX840P15U1JwF2STpW836noMZuF1+x4r4IlNnCVMkpGLv5cRQAXiESOLQIOkrDMnrdJTIB0nRXrKQRk3MBJGwL+/TTe0XSsg0LDyVPA+5G3xppKm8sKyCViVxX6FJw3Q/9pFSp7h1r4f1gCfMabuwVxkkHSK/ySOkqnPcYw26Gb6sawTCyvoO/v6MP3/d+j8a9aJrgcwZr2DTemXGeEiwrvS8wPZHapgN1OqlxSSGZWDa8VVLdsPQI2xXGo5qo0wnOn7QH9Q7HJ9LWoCfolYLTj+8E1hlaK30FlF1o777ENoHGNMWe+jSoiF0N+iz5zuEJgNY2FVXS+tFdIHV/eVGz2VatWSvYbZVsbRzx6ytuiW4H8nHEh0e4yfaUQevXrpEqVGfdY199RVoq0LAt/JJOX2idrRUbC34+4zVjpwmvM30atffP/e0atQ0WE1DkHdIEfcWHI1aNttxY14XWH7+396MzZUfE96owlbdJpS7BWxMQLDKz/ewgzjzYnfOxLF+JYdT52pRilnasJhqTdr1xScY2b7R51t7fKsdTJr1/z20aOP/qWy4fPlHRL7sFM/LhRDmdSF++Zxszl7/4OcvPfwmvZ8q20kqhJOP4eCJPE1s2pqcHptusvb9WvHaxgTxiD8dJkh2TZOD7MoEUBWXqnVwbuWSGMvDuj/+I3/sv/s98+Ef/lMvPfsV2foZ5pa+rrsk0Ua8zPh5i7xcgI4NMbaHeZXxca2XdVi7ryufnVz4/P/N6PbPWlSEb78eJx+ORA8YYAMyyLFxqZe4zZd04zCvldIS6sgG1Vl6fz3x8ubCVojqoShJtTZKeHUxmWWUGHd4l1t/kWho0FJwwlNq17nWLWFDVQbSKHyY9zw5Q+s5mde35ySSxqU2s5etNf75t+G3GDyPcFtVT5vjhoJjsZcWPJ7HeTGdT+uJL0uuF1De8Om3M9NuCPTwIvFk2+raJEWpFaSM1zM5PD9qjNkmc2DbVYuE756Xgt6uGSYcTdn5+Ywr/jj4SGq55l1SvpSxwKhoj38/ze1pNnMW+1wGq6+3+f7B7oO1+Fvcpc+/Qobu8nLJlUgzk0g6GwX3f8hiW2NsfsUMm3P1SfPe21usb93v9exwSzS/dGXIY7gOY0WIK3lOK5ENI1skYpQMpBpfxHsEiRFUNunuPpA+BLtm1b96hlRQNsqsmzP4Gpgic2pld+78bd4Doe2acYOxmnndGgNmbt0uDnIKREg2ji76r/T4Zd4Pa+Dwe16X1Hr6VCr7QlF6yDxnOSrJYW2OrCIz0QJnqim0yc27riE0jy1b5s7/4Nbe/+I7+8onhupCTcXl5ZTnfGMzZ3j1Q18rt9cw8r7wZ7L6xL8qQtc/g1LXepfq5FMphItHoi8Ko2+YhIWzBsg/fi/52/TETe579mmhgv4NwvUty7iWrr+0VTGEFDvj1zHd/9pf849//Mf/1f/Jj/pO/9QO++7PM+VO9+7nIX1GX/a6g8BzSHeJ7Id5fXMO9/IwzOeVIx03fHyyG92f6ntQnbpocUtS7gMADMEmZXJKcKwjwMe2R1fvvh99JXHt6fbPMuAOVOjvUuu5qB8O8k7NoDAJNBDekQFo6Arv3zwzyHKNE6mhXLe8RuNJbk9zeY6gaQGwPHCGn8EEx2GVplgW65Rjw992Wg2Cbuu7DneKRU5BAuvqS3+bx10jn6XEnc79Z71SnMvJ9RoaHeavZELsDKsbaJpAB14LF39gofUetE2JldPaUHn37Nej2DdKo9+L6cmhJhW4aMK90wsTzTozywAriAnfDYjpIVnRvKgfytupz5JhapHJ3jbY0kNoqsKcbnglwIyY2953cVQxk0Vch4vssJjL7SdCI1Yzo4GZxfXTTyjywwyKWTGsV80VfdY1pVlIxZKb4QckfMrgkSN0yy9bpxySqexddUSlAApjeDKvQRplQnKbtB14J1oFzj31sHtPNOAr8jbjoNBSXZRg5UE01ou6weWOeN5brRupO2VYVmH/wFdd3T3z+5iNbFRWUvpBzJucBsTdGIHH79Td896tv2T5+wl/OpGXTBmcJfzgyb40+b7S6MY6FcSyUxn4iYBb69mHAponDaaJko60zdV3ulMzcG5lMXhfyEu+lyghq/u47Xv/8ZywvZ/LhQHl4YIvNYhjGoOi1kM002JQ40VexU1rOLG3jViuXbeX1euHj7crrcmNrG6eSeH848H4aODiMybAhi/Z9nbksG0MqHIZCiU2rhaHqZdn4Zl55cTT1S3ZvlHJKWGww7HHXO+MpqNoYwQ6pcejKSMX7ghbIbr6s+9csTIvjO7YUmuc4nFWAx+1hb9RJSwnr8pkRSJLuyDK+QZr0Ptp2jydOKcmMcm/Y51nr0DVF7U0ayGR7IBtK0EoFxklT9LaRsvam7hXzUXLBjhrCMmC9kbvAyNS333qb/A/ysXWBuuPugdTpW8XXhfT0jl6rDH6SiWkyHFACDYqLPk309SY2084k7F0GqocD3G5KVhoGrLrkQj3udxuwOnMHeg9HHKdYx1NRvPFti70B3CdsVZFuQwFW6MEaKQUrHesHyX9ccayJI97PeL/C9A6fZ3w4SEqzVDhMYsqkAOomSWsYjzpDBgsAOZqG6T0+X6FdacOBdJvlwwACeVrVFCxlOBxVbN+uUDpsuzxtw9dKJ9PXWedEXSU/sqJ1WpUgRL3C8BDXy3Bf8enAugXJNtbzbqhphGs+UailFIbTpr0/9gNpiWOCbKLr0l0y01JkvkeKyWTQidNuulRU1G6brpnD1ivzdWF9vmFA2TYVTT/6mtsX73j+5Tdsq5pf6kIaMmkQ0OnjhJkx//w3fPj5N2wfPuDPr9i6hF9ap59OzLXTlyttmRnGwjgNDK3fAXSx5RJ5HLDjgenhpL0/fsdMMoPcpY0v20qab0qXqI1cEvM333L+03/J8vJKOQjUr68vkBLDNCnxo25KOOoNNsm7+prFPom9f64b12Xh9fLKp/Mr5/lKrRvHknl3OvHuOHEwKGakcWC+3Xh9feV6WxjywGEYIurRaZZoDtfbwofrjddW8YggtjLp+55GDYXaho2naIKK6qzeYNL5CpKaQtRQOdGXGYgBkAW4WbS2aJEk0Ts2BCBDaNHXTYX5PqLE8JxI3mRuPB3EPBkKe3SybzM+nbRnrwsMA2aNdJgClFtJeaDePmB5wpo8N3i5itlyGNWcNLB5kwn90ztJBZcZO57EpNhWbDzIS2cHfA4HgU3nBduM1Od/R5vsv6ePO7Aasu1gpu4eGBZ1qGThXd4CETzRI4AgigiB2h2x6xyIugLQ84ZPcbZ8l+vsiT0tuiz1Di6mESFRQFNnj8Ffbx4kEKdEZdqDXazfaezSlv2RYy/03sVCR3v5XqZns2hQDe/QvJOGrCFhEkssR0rV7s+wAxlvPBPujbH8GUD1VNRKIbc3231M7D6ojA9/r8EFyvgdfHHv92jfjmPBgvG4tNzlQeF5soPprmbZO/fX3l/D4nvuvVNrun9Vd9+6Lt/C5mhfw9m2DWojh11B7w3vlb5t1HllHVfWOrP9+jecXxfqcmMwSTm3a+f68SNbb6RPJ+0Fy422XHV+u+RXKe1SGkX95vh82cRwtnFgenggA/VyofYYkgQ71rsYyh7fh+rSGCbvy7UEQ7sjBkxTko8HTcHdI8REZ5u3ld4b9uk7fv3Pf87/63jEFuc2ZGwY8HW++0IlM7w6qTe9ZzrbbhTsUIOl6Khev3ucxnrC9p00wLAdnUtF77PHANP0uQRSinflLj+uhNgcyUwSox5r0bnfR+CR3BNgxQ4IOnQk2dvJVslNrXHTGiXWdm/QUtFQ3XRf7b4rdw9PgoFCkpVCazKmjmvSmqNUIHmZeVwHuV4RIE+UHymUFyZfE3OP8DhZipTAEjomuOJOKND9UXu/36e2W5j8Wx6/PYhivr9Ldr8MNUSEQSMBlsSCdPQHZlFEBaTWZFqn5i3kQHs6xxARwy1o4EExJQ5tz2jjTfFedtAiJ2T+KgDDwhxMdNKYYDua1qXwNbYuqvb+ZUVjRsuQiQk25CHj3XHkwmx7MkKCXQJj9j2cPUVSUK/cc93qFoVpUoTm3Wgz2CRZlFY1qg51i00/3SlJSnPYE14yjuIndXg5WEzrm4rd7pIeLd3Z6oYPmTRM0kMXTSUFusk0iRrRhWn3yzDt77gSVkyyCoOgLDZFXeEBAunP95uE3ZhT9zw6XBS7vLs/63IdsC8fObsz/+YD27zw5U9+HxsHPvzql5oUlhFJiJK8Vc4ry20lXZ5hubA0Z22dVox2vTFsjZITmxl1bVCdlHMg6IGhhmnSMEiruW+u3rrKyK5o49w2yrqSWyd3J6+N+svf8PLplf78ifcP7/jBf/K3eJ3PvH6UH8hDyVyfX6EeSGPBl1U0YxN2Vg0WL1zWlZfPrzxfrjyfz7y8PLPMMweMLw8TT2PhaDDmjKfEdV54fn7l/PKKkRmfJqbf/xqWhfb8wrpWzuvCh1r54JmVRes5aTJo+2bcd3peRTI54hsiAL4GMYHaR0AJo5vYJty/X93jhmQY7k33UtJ0IrBr7oA1fjfokm5R2k2xHLiDhxb+PO5NusaIHrdkpJLIDaWDtI1cRjpG71V6ZQiTqhwMmBSpW/rc3rZYs6JtY1kFPXH/ew22jKbRuRxo6+233ib/g3zkff9VU2QosljN/4376ekZvKhx9ibP7eGAr5uYGcsiEME2OMnY19dFP3/8WlOObcOGA5QnWF+xfMDXLraLB712rWhCHg765YTVFTuMeDnQ1wt2fMIXvbfUOhy/AN/w9RWjYF/9HuDYdYEhySfHJugLPoQswQqekFdDUnQyW4V5wbYNLw8CZIn37AWzCrdXGZwOR/xyoxeTv8Ljk65FlgmnJ2TQ+zrrjGw3fK50kwmjhVHj3dCuHIMOewMbNVVLWeDJdsGRx4Ql6Iux1UpdZ5gGbNTen0r53t4fUp/a1TiWIRprYi8XG+GezNdd19NaFGsuoMo9zqp0Z0ju97POtE5vW6RbbKIfkzTt/+KBi1fmX/yG7Xzly7/1N7Bx5ONf/GtsHMmjDIg7GbaF9vqqvf/1GeYLa3PWbaOPA+38yrCu5FyolqiLoqdTGbQftZ2BGHv/OHKYxjD5U2F990JxJ2+VsizkYNXk2ql/+QtePr7QP3/k/eM7fvSf/sc8X194/VbGw6chM396xreNNA34ukRCldG5UTHWoXBZVl4/PfPy8srLyzOvHz+y3K4cgC9ORx4PI0czStaav11vPH/4xPXDJ8wy45cnhp/+HrbMtI8f2ZaN67rwcV352Jy6iWJuVmTa3DpmLaTUBdtNVAPc8Ji+Wd8EqhSlL9mecJYGSTHrpnlajjVpqgdZdXaSe+z9mgBT0ttUtcpbTrHHkNqIr5E4lQWKW5H8iEWNT58msdVyxsZM3jp+GOC2CGhhhCwzeDJwOkp6ZIMGAiWYjb3hi8BYy4M8mYYiTxQzJfy0LSSciXQ4kMeJ+vHzv9Ot9t+3xx4TWutGGUYBHRvBfCYm5S0GaSZgLZgbydO9Ue3Y3VvHY4iT93m2eRiXqmRP0SekJDr/nYFiOxCwYy99FwuL1dJdw0UTe8ID/MhZQ53UG+6JRqI1+Tgk1NSWnLgz5l3Dk2xqDu9NmkkyI5lIUrpLSpSUSJaxktScx95XUH0dMLQSjCykSa7aWp1yVGBp/zO7Ayj+V4xhgx2yN6nBOFANpcZYHneEhEceMBYTrL9SjzvsMdEpRWMe1+/eogfzQZ4R/XuD0vg8eHjTGTVlqle2tpFaI3WnJ3lxtW0grxuMK+vtxq9//YqPjbFVTrlxHODdqdC98pv5ldvLhZoGeTi2VcxG+t2/Zmcu9Bb1nCX5cI0jeRj46vHED3/4BbcJfvH8Lb4qeGxt6knaX6E0+ZvcJGUx6S2gKFOj7+Fbo43PwgPTVD/2GhIYMSMe2fjjfOOr7z6wPV94TPAra3weEpVO7Y1mOYxz0v0W6k39qmeBcKnr9XWUCrDaU4R0L7yBmrtsnvAYkqdJoqRQDITU+h7ugNgsOQYKCpUQKOX3zwmS8gWTlAAS76wwi+Un6b7vQ9Pdo2h/XhQSYSa7DO9Ngx1/W8Pu0LrT+4anAExjHiNpaJddYmsCSJPAEaXxakfYATTVKXG/JNeQh/B6iWt/v/+MO9smx362f8X7wOi3efw1mCgCKjzQmzv/Jg1CwbprpfZNxd/ueGymf8+Z3fSGvkYkXZKhd0wxLUkO4J6wKuO6e7QkHk2gBXAg9Jvd8ChrI9E02+9olCJUNQ1jd4opwfzYTXbE49XhnRX1SBZV6s6c6WEeqJ1Zkxc0qX+DbZuuU8pv+jcSXt5MW/fr5q6bXxNUvyNlQgX3m1Z6Lk9EwxdADF3XyNB1bHvRrffb+4aVA46xtsrae/Q4PQzCtHn4psWdLClS2eKwKSP7lNIiMsxI9E1UfOqGD2HwuFbsUHRNQ36l/PWQSMQh4b3SCWlJl9wpd+NHf/y3uBTn21/+mrpWhi8e+cHf+U+pt4VPH76LDbzFJVpV2F5vlFrpvXGtznVd6Zbw7UbLAwxHvvziC+Z54fV8JicjTxM1qIDunUQijSOP795xejxx/vSZtglISTvQYlB6j8MQsiVShjbPLOvGcCj84L/5P/H4H/0U+yf/ijJMnF8+02pVosDtSuuVPmuS3AkTQeBixufLlU+fX3g+v3K+3Kjbwmjw/njg/TRySvmuaT1fLnz+fOZ6u+lWG7WuttcbLUObBs7Lyudt5Ztt47k1eQSNQ8jvVBiYW3iBpLdzhNh8bJee7eu54j6go72JOun+hlr3et90SBYASlC9oyAR1pqQJKTdDygrob9EWlZId/qe4hAlIfCYBuU41FMJNhoDmzsla9ruKQcdfYyDv2F9lx2K9tpd+s6ibkBxnFbYvQA0JdrBXZfOf1kClPkdfuQC+QRrTF8MgSEngdB4g/EE1xt2ULwsnoLN1LBp0lY7TfD6gk9HaAWbskCF0wM2Ffz5JmnOywv28CjEsV0FgrmSfdyrEtB6TM3I2Bgspjzgrv2LvmFPjzBfsEN4P9SuyXMbsa3CKo8Sa4sYU8dH6CteDR8WrGcx4nLC+k1My+MDjA/AaxScXdP02sVqHA/4uopJkhM8PQooSkolse70tool8PiI11WjtGGAOtHTwn2AywY+gq1qbvOA5w59UqFw/AKvV51ZNuoaLmc8n7Ahsd5m1qrJjgwQg6oM8oIwJaFZEeCYcHm1gMzghkIaRG73fVq/rfJmWRfFKw6Dzo7WAliTfM/9e8aLqdEp4cEhimzeOj/8kz/iUpzvfvYL6rYxfvGOr/7u/5F2vfHpm1+rDd8T/upM2irldiVX3d/X1rldrzQKXJ9p4wEOD7z/+muW643z588yGD8Z1cLrY2djjiMPX37B8emRy3cfaJuid1Ord9O74o2M3Zu5lBPttrCulXEa+MF/+1/x8Ed/k/a//HPKOPH66SOtNZnx3q60VunzAshDZ1tXFozLDC+vZz5//MzzyzOX1wt1vjEC7x5PvDseOOZylx2cX154+fCZ6+sZdxgGASv15UwvRj1OnJeFz/PMd8vCeb5pPzyMAkyiuVXK1hh+ZeleDnltUGLQZQio3DZJnUO+kUpWogNJoOO6qKIpikH2TelQYhmqSdHer5pMegIxji0nxCqbNA8LbzqfF/zxBA75IDNlx+m5SFI7TfQ6k48D3jfSSyOdkhhs2w179x5qw9uqpjaFfLpV1WRRaHuA4jaMMrYdR4GjrYupuDXseMSuV9L4u733RzWt2qV2DAEJStcham79oyFiNNfutJ6+N2h5G6btfAj5M0VCZlgFaGgieCSh9ZhiWu8hV/e3xXUHVZyE510CIXAv7VJlekxzVDNb8zesYH/E80Z5L8lm9BLN41bZmQDIA3CfVH+fzSv5USd5j7JLjOy7N8MOWrpY8W8N3d3ZRUDHffAEd0lHyHns/n71Ozm+HwEnhN+d/jbdJa8e7FwEbnQBQRagjqRPPd4b3KVS0WS+GaoSllouIM0gF8NrWAh0pSqmVrGmUYflwpazvIdKJr8+M4wrTuezdz5n+M4UH3J7fqaebxqM1Ra9V8eGLPKmwe4v4j3qzVyoXTH0h7HwR7//nh/95Et+9rOZn7mxudhJELJNoO2hKIYGAMnvEe491grhibcPhe9fTvP7msYKhqTj5hvLNvNxnTmuF065Mg3GYylYrTSr3PoGJTM7eN2otUSiEZAc84a1FMBOfH5Qzxs9oQfy0oNFIY+bTkpFcvoArZtFzRz9unpSAY87sNaRP4nX3di1h1dRp3sjWzDP41KlJOsMbw0Pe4r9ykAKs+Hv398et0ZXf4XSAZ1gUAVAGS7BtNpw15BdxrG63j2m7iU8mFL0cskJeVOsyejDE+pzfF+rhPzMAmg0uzOrNPjX8/eu3S7nABd/i8dvDaJ4BysODdEwKTpQU+UeE0kclAhlo27cKf9hbieOTUJUvv4m2UmG1+0N06CLxksKI7QhjL+Sfi4JDZOHQ8SW5VG/XLsKw2CEyKcjtvAehf19yi4AxtwD1aza2C2ME+l/FaSJwpm2adLRG9hwpwJi210SoYzhVYsppQCAAixJ8V6dN2OjbYvniEVVSkQZ9x1JYd/A3bNu3nJSg+6ir3qSHGjoaixqzix1o9cFz2FImOUPk3D9dylRbOjwKeOkRJIw+HRzvFdSVeNsQ5bB0zLfARHrW2zwoeEkgI/v6+pyobeN1irFYfyDP+D0X/0dPv7Df7KnzZKGAy+/+obt+RXfOq1Ka56BYZkZa2OI63W+XVk2fc4S/jHJV3rbsK/fc3h+5vnjJ7ZxCtrhrq8zxnEgH46cnh6ZDhPnjx91nesmRpNrcjGYkuMzIfEZRzU+rTN98Yi/3nj+Jz8j/f4PmR6OrH8606+vpJTw+Ua/XGSMOBRaLqwULi8vfForH84XPl3OnG833DvHZDyVgXfTxDEXBlNyz+vLK58/fuZ6W+l0ylgoxwPv//APwRvf/upXrNvK67bx4TbzYa2sKQeoKVRaOEeKWDxFFnsa4iAPpNhgp+sKCImIYzqp6L62bYvpo4A7Yroi4DpjXU2Hd00dfZ94JItIM+7TjN6lpfQ0ikG1T3xCKpbY6CXjHp9jHNnLMkmyjJ4H0jaDDdIqW8b6skPRes/dBdZ6h2Z4mkS9tCF+RJMk8b/jlqSHb0d8zt/hh88NO6D953qTvwjl7ilAa/K4mQ4wZIxFST3dALE7WKISzEAZtafPiwrjIePffcYPEYV3SErbGAf89grjIyxXgSOXZ3x6F7HFFfObCuTxpMJ2XeFh0v55PcPhMYqE2Hd3Vt+m/dVypG/UF1hfoRywwwkWRcdnYu+tBg+ParTOzzBOAQiM+NzCHX5VFLJ3sAGuIQUYxKj0rcF4CFYNau7OnzXVWdaI9pPczg8TXTaK3AW7HfwOVG5YOmA24u2mIve6/9AMFdrwjnWeadNID48KI5NyCF2TkYZBwHJTvHA+nsS+dGJChUDznPG6YEOhp06/XWGr2FCjEIq933XG+d4J7DHiw0G+Y9tKscT4N/6Q43/7X/Lpf/yfRdcF0uHI6y9+xfbxswzf1ys7TTsvM0PtDFVx45fzK8ttwd0o3rFhJPWqKMsffcnhI7x89y1bPjL2TmsVTweSQxkK5eGB0/t3jMcDl2+/03rZNvX/sfeXlJTO5eGRNQ6Sqy3O8MU7+uXGx3/2L0l/+BOmdw8s/2imf34hpUS/3uivF+1l40AbBrYycPn8medl5cPLK5+fX7hcL9A7h2w8DaM8UIZBvj8G50+feP7NB26XK703vffTiac/+o+gVz78/Ocs68p53vj0eubzZWazIpbFMpOGGLakMYx/N+2/Nt3ZsGIbJa3HWGoMg07yGhIdh1QDjKgRJZ7LXa9uQ76Dcl4rPo5aQ63JK8473jyaWdd+v1VsOigpKHV8GvDrHNKAFR8LTCNpmbHHo5qFbCQbSIuRnt5jrx/IT19ATyQv8PwKxeDhIPlg+J/Jr8Xg9EBvG6lMkUY+kHKRB8BWsdqorUpe1zscHv6321j//+DRsWCYxpAkq7tJU4kGP6Qf6S0a9+7HEP4M3XewI4VXiBr2ewzq7gOI9ptaJQUqZSDnErVJDEVdTaMYFq7B0D7J9DfQRWkySUMfF1DQfJeeOzk8onbPEA85x/eBnpz2PazLolAfTQwFc1kvJrhDOXHEyTxWE3m3pEhb1xB43yl3lwKDO+CsmGS9g78C3e2gCm8tg3vIK+Js2GcbFj8gxouze84IW1JMsJkaz5Te7A52aYbv5jPxN5JlpzvAFOPme41YAsDwJJm6jF8TXuQrabVTbzcsZeptIeVCniopNeq6sl5u1NbxlwXvjf78mT0pUl9pKBe2kJUMYsT3iMDGJaMhKbn10p1/eO3kTxuXb6+cbzPbstJaJMv8f8n7s17Ltiy/D/uN2ay19t7nnIi4bXZVSVaxipQpSoJE2dKDDBlw82DAX8FfzW8G/AEMWLahB8M2BFqURbrEpirBzKzMm/feaE6cZjdrzWb4YYy5T9A2xEtAoguVu1BVmREn9tl7rbnmHOM//k038Cem5KwG+5ZB5BM7hGZStNoNwLkyNfw+TBPaq8lasbpCnOGmW+Hy7oFjn1Aq5bKRadxkIUTlIN1Y8Qhbh9K6R3hjMeAkrsyTET0MV+nJMPxFleRBGsGZlV27cQ4G/bvbmSxp1OmmOgjeo1tMsw8Xgg/vJRDwvtvXjhm7R1s7IZmfHOIhDgrNzF5Vukk/RZwV7pHhDswUVUpviLgvIyYpEpfOiA6Jsa++bnVEkHhdvyJuSeAM+CDjOeNfAlBVxD6TD0SiG+RaHx38GvgD1V3l4LYcwRmagwjxr3r9cBBFTBZByD61tUZWXC5DnKxYdkmNDulPSNebeY3SdfNY1cagCF99UIZZawxOfU5WoAZnEDSP3m3VkDvJhhZKeGnETJqI7yZ2cdT4QTKyvWgDXobutC2SX+iXh9jguuYMFdPV2TXwyU7zGGLFGoLeoa/2d26+dIXqxk44CpamWLXbLV0ibIhrzFEzGnTqjzUA6kaOTt/SHn2abzdy5GCbQZtdhNYqq2Y7SFqHWZDJXJMtniw4OyGRdpk8zcyv7oh5pp7PjgRX6uVCbRczZq16ndSHabbvGiKhuYHbGACgPpQKCBXRQuuN1mGSCPPM93/+a45vPxJESfMMW+Hhl9+grVkBWwqxFHIpxEtlQi0FtFbathF7IfVAaBWSUIqy1QeOv/mWg10lGhXywQo7py/GFFimzM3hlt4KUY2eJ83uv2Du7LlV0mUlaydOgagQLytRhXDZOP3qt5ybEH/5G4sJS5G7rz7n8t3G6eODFR+90Yqw1cpJhPunI+8fn3m/bjw6S+VmmXgVAnc5s4tCDkrbNh4fnvjw8YlLa8iUmWIgRGF6fYd8fuD4u+85HQ1Mejqd+bB1jmG2XHog5kSItgGOtRQQfy6dmSQvumbb2oRRPxgq7QWGGwaGrm645pm1/n6KuWQHgdbHDAuXxtkzHNTcx2nVmCYhXdO67JDrV0aVImY+Gl0XWs2fiJiI0qELvXdimAjSzQsFk7R1gUB3oyulbwWJmTjNgMuKcoBerBlQb1AlmL+SJCQaHVV+zz1RlA7nDrsZbpNJUXrz6xJh2cPDPWhFWkbPF5iDNUib7el9P7vsx1gUBrBX26vKBWQFuYVtgzij5cnA+RiACWKjb6v92Xm15m9efIoekfNqBX7Czqla0BKRsJqEZN4R1m5ygn6xZpCErAYQE3YQbR1K3yBaDCxa4fAaQoP1AtMtHLA9u5nXjoaAzgHOFdmebZ/erGkT9w+j+/R/SvTzRl87tKOxuW6/RLeTnzeWKqbHjxYbXQvEnb1H25C0R4lIrIRtM5JVcyBSDWg0g3PolzNbv7W9eBhGT8EnleEa5xljIi4zeVmY3rwmzgv1dMJ8zjr1fKIeT+hqRSi9G4tgXgCXfjgTRQhWVzoYKyE6u6PRWnEOWYDdjrd/9guO336wsKZlRteNh3/+S7S5J8m2EctG2jZSbUxdiVNgKxv1shLrRtJu506MhA7r/XuOv/wN+2CFcWsF8o0BfBIxLD8xTxM3t6/otRBVzfy1qzX9QYgSmFojbRu5W2xzBMJa7PqdV05/8S84NyH9xa+IKaA5cfvjr1jrhdOHe4b/TytQSuWE8PDxgfcPj9yfLzwdTyDKYb/jLiVL4YmRHIR+WXl6/577d/esW0HyRI4zMQrTF2/gy1ecfvMNp6cjl2rJbg+njRMJtguShTDPvjdiyRWlWUE9u4l9q+b/EINFgweXGnjMo/hwS1q3P0vGCGkS6PVifx4jOhkF/tPzw/wsFE3J9v4xKOvNhkYeFMC2WT10Otpa6gE9LCCJXgYrCLRWkzgvC7IV4pTRxxN9d6BLh1d3hFbQ8oxuJndm2tlZUOz6pdsb+52lwZLgfIJ5sbqoN5iTsemSxzLfP/x/dLO/fy9jE3tjLQ3p4qbro45w8AMYg8qODUiGR4do8zP9hZ1m8WvW+r8wH3yCEbA47vGjV5mMOODhnipX0MFBWPdSUamW7Cf+yfSFoTJku+atkSjazN9Lh0GuMy7gE4atWMPq37J0N061UaENDb1pLN3MLxOQNBExELgN9v5grYx/N+qsjhmpj987hpHeFI+0nTGEGoiGeBM4EBljHrzwczoWMzwMVLvLQbIIyQe7vVniTvdgDb16UdoQDzEzztFwC97yOGY/BaG7dE63YMCbYGefFkh7e37LhpTMbVKmCZ63Zl4hWzOQs6sHAviX9hr22htKpG/OtOgOwonQ1kKJG3FekSlTv/tIe3+hvn9Prc0YLVsxCar7fkRRpil43cp1TTVPbRF5GQczvMGum5EnFAm2WKkm8WkbWRbi6UTJ92zR9s5pTkytME+NLTbWLJwlU9fVv4sBaIh5XA3elqpJYBHxAYqTCHrlxTcnuM+ZPX9D8iXjXa6OzHbdXvxK3AtELRh7rEcDNu1T4EoE811ptADaGxWh9Ooe9TqWFoilXIlCjMYE6YjnAVTzeoGrZDiM3xcc8JMX7yN8bZls1IDwEOwZkTBYJg4iOWPMruHoc5xhpd2AQGe4jzsWHWDsKm5hIYgG39eMB/ffeTqPltUuVNSXh6jjhZhJZcQnUurSE2nhunEYquNggNPAaOJu8A5ohAQkRFffbKObrWZjiWi/6gElJjc3NTDFd2n73QNlgivbRCU6jQdbgJIM6NEOvSBpMspUMx0xL8IqW1R9UKuCOxEb51o1ma43ZqirAUyI+QH4Q2SeEc1lCoO10vx9xQAa9+QAXjZF/EKP6U13l3oRK76vCKggfRwsCWi+RIKZy9ZKdaNZiEZ5DXFAloQYmV/dkG/v2N3ccnN7S573lMtKu1wounF8+9YSCA5G4W9rgSKWoDSudRQ3J/UFOdBBigFYvdOD0KeZ5c1rlrvXfPzdPevxRN4vTLuFcrrQTidijOwCBC3I6Uw4HkkqTFNE80S/rIS+MpONrpYzta5IntEYOT2fmJcEu2wpLCma63MUS+Qphd088/mXb3h+ekImYzi58ATRbhF3vZGjMEkkBiHHSKxw8+qOtFs4nc8UR4P3yyu20Ag//QI9P6Ef7o1BlYStKc+nEx8V3j088aFWHrdCR7nJidsANzGwF2WOkdY6D+8/cn//yKlVJAQOtzfsU6KUFT2v3P+TX/L8+MB6urD2wlNrfOydtXdrAqNFVkexpkC1GpKMH8riiVIOPKgoErNHitnatwLIJxaO1GqM0D2NAgdK1WR4Kgop+yQIhl756pUT7TDuCrGZZtekXw3RYOQF7MAIfhBor/ScrjRSiUrAPBxC70S1aFHBmV559iLCNcStInEi5AmNZohp/kaVETHY3SRbCQaSovbMfkqz/T19aT26OrONARQiBh4wEo52O7RHY0UsloDE1oyN1E06Q84w2d6sl2jSGimwqiXlxMWkoa3TUwbOEHYeJazoxRucCH38uykgW0EdVGPZ2dadMsRO34Qw75CL+fyYFHNne20rxrC7vUUvR7icYLmzBixGlGjyne1iDMZpB9LR0m3q2ieoRzN13Z7NuLgmmARig22zNXoxvxamvQHnlxUhoxrh5gtr6jYrHlXUfn8wYELSgrbVPZV8MtbMJFeDAzPRG5KYDCDaxLTVh1u2daP1QtcZJDqzKvjZIYSYmN68Ir96zXL3isPr1+TdgXq+GHjSNo6/+5a+XtDbPaiaRCUIUuq1ABNPkRvMNGuSsEI4WipXl0DfzSxffs782Zc8/OYd69MT+bBjutlTns+052diTrb394KcL4TnZwLCNCVgoR/PxHImyGS1R+rUttHyAjFxfnxmvlnMryXPSE42wUxCmBdk29jtFt58/QXHxwdkzgaWDilj76QYib2Rxp4fhJwmUofbV69Iu4nj8UQLQgrCYXnDSiP84Y/Q5wf0/Qdfa4miyvPzEw9deX//wIdSeFo3FOWQEzdBOARhLzCnQGuVx+/e8vHte86XFYmB/d0r9lOibCv9dOHhH/1zjvcfWI9mRH4slYfaKetqxtghEtTNA2NE6wXZLXinYM9RSi9R5GBnhnqM9wA8wGobNV8SjQY+iNrAwJhozlDRDmk2tqBisi6XR6kDLjJlKLh8BjOz9f15mFbrdgGMWq/bCovJAVvHzvreYLdHDpWwXQxUXXbIeoK712gyKVDXZr9ntyPuDsagW1fY7+wZcpMFLZs1ZTGh82J7/uWCaCFsP2wa+df3pdcG1hqd6PtSvNL0++D6qzHRTJKP1QS8GJKqNzmi6gmBypBrBPcz02imm0ggRfNsGNNlvC4ZeQyoNXUhxjHzNlBYcDmwtwb+TfqQsIkwWpNB47d5q14BiupsZCuNOlV9uBQh9ECr7q3YDdjZWvPo5lEv+DOAM3T84ByXapT6wXuXMWT+1AsFPpXuACrOhrE3EjXGT/eENvMwETsL1RtjEVfjDMawmTDfxMDtlCjAY+/U4QcVrLG8+suA+RgqxKjXdlsxXKapcwLca4sgSLIIecCCMdYzOiV0K7TSOLbO6VLYLsWZYg0q9oAruCMoFpHbjIg/hu4OJoExe7oD/U1gyxGJkdgDyoV2OVsCZi3eP77cmy4RSZk8W+pp7ZVWutczY5hnnmG2A/ggMZopOWWjhuGzZWbFadmxQ9mXgj6d2LSz683YgFFYfAAaxRNj0mzy3sGAwJhVQRvaRxIWDA9Q9c8u0UgK2l/6Xnxkae9j8hR1FlaILimDgcZdwbCxuMa6GsBlF7u3WtVAiGj/oivu32J7Z3MAbkiKbI0LtYOo+xTWaK2/QHQArIt9vhDi9cntzSRZY8MYUrLuUn9c5o8G91b0h0oc+HKAbJgj27XyNS8+4IkGKrUYkKYG9oCnyfUrmEOQ/+7lPMgw3BnmcRZnB0777OqoihvRNbvhRo8y+ueI0zIApSFhsDjGCelyEUf+NHqMlEtVXsbjzuRImV7Ng8UMbWyiID5142qSFzAWB94o2eZrzjUOXG1DTxJRTNJjO58hoowNyiM7NUQo1QrtEOw+JtOc60gwkIAlKQztmt2YNvhHdePq9qlqh3p1bNtRYWPm+IEf5uuJILoZDffFutmRRQNIxE30tAtrV2oXl2QFJE+IT9fyvJCmTMoz+3nPF19+zZd/+Afsbu9o64WH+w98+PVvqekJ3RXKdkGmRGjN2L8SCWJ0QOuI7TOIik2ADXoEsWisFhN9yoSc+eLNF/QW2J7e28TosiHamVJi6oW8nomXzRJYajFJj2ZaCYTSmUSASsjmgaAyW9JHSmwxsu4/gzkagr7Mttk7OyiEwOGwMO8XHj6853z/QC/VSGzdKdw0Ym9MQcl5It3cMr3+EXcy8frv/Q223/6a8z/5BXGZ2P/Rz3nz9/9D1n/+F/Tffkv79j2tNlIylsPWG09r5X7d+HA886SWhX6zJO6mzG2I7MVMZOvzkYf399w/PLG66Uja75h/9iNyFuqvfsv6+My5diqCpsS6Ne5L4RmhRzGneO0OCAzu6IgpHeBgQ+vA0ro/23bLwgBcho+R2vQasPQJNW0lOvTBEemV3tUKDPcYETVDZu0YuKk+6Y0BDYrWbgU69nsCvpY0vICWGui1E2b3cunjzzsxRDTbelSPoyMkgj8/ItH8AFyqZZMm22jtK0c/XO1gxRNb1NNdUnJD1N/nlxxgh7ECy9nAh6ZGt2/F9uOtwBztnKjeDM2WaqPTbPtcs8mJPp8Q2aBZYcJWUZksZUYmCCuBHbo9gJ5tHeeZHqMVZ32F6ZZ+fETSDTphspG2GRCiID0jwaUEMlksYbMiWrs1XaoRXRscLxYXPN9YYSyT7f83s3s/TJAF3U50LfR4QC73IDNItrWbbgwIlwbHMzTzfDDZTQXMeFA3kzVoe7T3LN2mvSOlpG/O+FyRaQ99tfc/3Npz2DBZjdNqwxboabJUo67ovEPLCrJDe6NsheLPkqRAmDLSlRgTab8jzTNpWtgvBz778U/58o//iN2r19T1zMO7d9z/4l9QpgUOt5TzERb3tCqbsQ/F6P6D5o7HW8rwx4rRoyULPWX6ZIbxn3/xhb3N/XemF7+stvdPM7luTOuFsBW4nNFSSKjtfWUjNGXCwLmYJm+6EmVd0bBRcmC92cP+YOrVZQfISzpPjOxuDky3ex7eveXy7oPF4kpAtNr0uDdCb0wB8jSR7l4xffUH3IXMm3/3T1h/9S84/eN/Spgn9n/yx/zBf/Af8vEvfsH26294+uY7em2EKaMIWykct8LH85n75yPHZpr+/W7mbrfjNiX2wJQS9emZx2/f8vHdB9Zi4GE83DH/0c9Ic6L8xS/ZHp+5lAcKoDmx1sLD+cypmQlfkECo1Tw/vCCUmDye2JOYWrkWpgz2nzeNSgEdprNi8gzXoltClDW9WizWXFKC9WRTx5QhWhqUpd/M9nuye0851btHsQb7dLnq/6U5bT7ODPlPD5G6NdIhmRik2vnBpRB2E2k304uZT3YCsuwIrYEaYKY7G2DpdrHnLLh0uxuQjtoQSsWGYFaDCrJbkN1PkNPz/5823b8iLzHmyWA4qzZ6iJSm5i0WLHq7Xz0j1LyDmoK6T5+zSoa7SpDg0gnxfcPq+gFXhej1LNY8jwanY0yB3n3q3M2PY/gjjKGdlTpCHOkj/nuC+pxWlTHTjQSXCo3+3OqPhoHlIQxzT2t8R1wxPkvvIlQ1vxbFp974349afVzK4B4k/qyJgzgS9Mp4GhP9l8Hzy78HuQJQww9lGP+rg0bD+0XtsfXr62/clR4BFQtdiNbsVrHWTHs32ecYIDcDtaxBHkDTp5/HG2dMKiIpIpKI0YxlrQFWM31tjd46Zd04PZ6IUyPUat4TDipoDNc+TwUzAvV7YsiTDuTLvms0rzwjWnT6aaXGCemWBqZ1dXNaf95FbL6u9nlJiYpLsyQSkp0Ro+G3hBZja6oDxcN49urlYbQp0Iy0yj5FPhfIrXDWbkpcSQQCKZlEM9PJYgOTmgJ1q1774ia1tiZDh44xsBQcTDSwRR1osDZX3AvEL5OzogbIYICmwtVcx5jkqBJk/Jk94cWvb0QJauxu8SF+780lP4M20aioR2C7/AcDd9T/u3T7HV27S+gDMdjQn3EWSLiCgMZmxQkZ5jskvZkKZwAvEe9vPGHHv8uQww3Ax77xYOeYN0z45IEI4ywIwWVQ9nPaul2fHzg+/dcAURzs6GYaaKAK2JMmBnR8EolI8KnuAAOuRrMDDVaMroFRO10DImNjrk7bG9OC7gs2BfNW8IfEnrFgSKP/ChWxQjS5GaZZDPvExBsqNw6CF9T1aoA5NHm1IsmkDijuLh9sUQ99b7eopwjQIyPeWTW4IZtYtGSAGB1w0orR3BKEyU37vAEc13gYzqLQfao3xPFuAorYRIlm1yr4n3fadRKoAdOiaTPfFMxYJ8RInCbmw44875h2O77647/Jz/70T7j7+R8QXt9BWVl+/RvyzZ46Bfq331Ieupnw+aFlOI9NJ8yI1HV7YkwIcWQQTagYqthLZfrsM37yH/wPCL/8Nafje9rlgnRlzgtTjMylM60YWNM2e3hUCRro22oHuNpkLXRjKzVd2XY7JklUxIrQlC03PiY/XG1imiURYuL4/Tsefvstl6dnAwPUGAgJhctm/zmYPjavnR/97G+z/3f+iPbP/2u2d/dwe4CnJysGf/QFyySUVwvt7V/CdqanSEMo28q5Vj5eVo6Y/nBP5246cJcyt6LMtdI+PvPw8MSH04UiEGNkpNJs7z5QWmPdKuu60auiOVCBh3XlvgU2j9JGnCU27pG6EdrVJ8Q9IhxcQbbxg4DQvRkO4WplZkkL22YmlMG8YdQNZUM0xlZToRVPUxDcH8WRa7VUIHwzHROnkCZjgogi7suj6rrJAKoFMI1tyJOtewn2OSQQmxdY1fyJRjQaWGIQNfjXdvZadKQee7a1N6Mo1+oHaDCmjXoU3rVA/D19TdZccT5ZQppEZBIIDWQ2YGVxHxI1fbLmZOBIjCa9lG4eJ2W1UyfsDbieFgzsUm/wApRkDVafsDh5cXZTAt2gZ3R9MsZHqHCqUDoau0cTNjQUiz/1PV48qceKoYCczjYhbKAEwmL+C3o5oUuA57MZtS7mX6LPD7AsKBN6KWjeOfDe7DL4vsJ+BzVDPyNdiPNirKy7O5t0nM/ABXY7dL+H56MZXXriGtsGuzsbUmhEY7YEke1iU5S1mEdFr0hYAAczJgMWe7u49BSojUqkbpvdD7WCKsREXCbmw4G0PzDt93zxb/0pP/t7/zZf/uHPmZcdtTeW778h3R1oU+Dpt99Q3pk0gmvBLh5B3m3Y4Qlddp5zZT8Pb68uEd0q8xdf8qP/+N8n/sUvOD+8pZ0v5kGy3zHlzHRRpm1FukkadVBsQ0C2lRSdAdEb0aU8fTuzTQtZIr3DdlnRlIjTRMwe3xwjlEKOiZgzx999x+Ovfsvl4dH3/mbR5mD3oZvBXIqJvDZ+/tO/xZt//2/z/E//EQ/fv0fuDvDwCMcz8dUdr//23+LxzYH2zS9t+hrNJ6CeG5dSeDyeOKlJHRbt3C4Lt1PmRoRcC/39E4/3D9zfP1JRUk4G+Cdh/e4dW+uUrbCeVyseY6CiPB1PfCz2d6TFJujz7IUzJgueLM7e/IA89nd4vPWKGfCrDZHcTJaONRHakGmC89HW435n4Kj7poQApIkgkb6u5seCrTN1GTW9ehxyNS39ttkZsdsRaqXf7pFnS8Fi2wyET8nMZg97Y/vudva5cjbmcCmEUiAu9KdHM6he3ZWZgmq175Iw1k21YZR2rK7MkyX25MmZYLZWWS9Wt7bCmNz+vr4iQvOmulERjRYBbmR8Hzq81PQSfHotBphYLeFvJhh93v9Xsal2r1avRpdaD6ZFl2gsF69vi9faCogGJHRrlQRGBKu9TALQ/JcGPFHEh0FjbxrPR8rJ55b9kyhkbyvVBjvqrNgGaHOPpOhsF0A86Sc6cz1oJ37axA6UxqUG4o2cwMvw8ZPrBPjzyrWGU59TW5km1pv4v+8uVQpq7BZrnMUHWXZfvNekqfK4dY5ioA+t+/Wx6bzJt633GDXYtQl3xruG4YUzWMl+txN4N0SPCZHmHkmzAbc10k9nEkLMARGLNh+AZq2N1hqt+4BvDJzbkHnLtcUcoJcI9ryWM+1sg8KQs59H/dpG2UxOiDlZnxkDDZczjRsQ3dKhOatS3Utp/K5oiTWldOcEqC2mWkzuSOeQhVc58Xhe+dg7LTRnRwWm5E23YLWRCoHq32lU2uZLEqP1x11szQ25kZnAu8Fz+ERihUUDh9FHe4MWwhC7yBUgQg1cGibqImpm8uKfQsSkXN3SXkO0dJ/kC653AY2kkdzIeL5cmuM1ua1TriAeonT6le2uXayeZzDWx4PQr3Ifs7N2RoxY3d68H4xiQAjOohKXsnVH/MInYImBfS+sFW3dpOAODPXWhj2rXZ//ztN53BjSnrbhdCdmF5LEQJURK9A9TtZNd+whqE7JC3bRNLwgusNXZfio9GpU0e7SGvWJCb7tBLVGETzZB2g25bav7WZpCL04uFOc4TFMbdvmMJ5LEZpgU0g1mrWITdXIEIrd7Fau02vtVgTo2JCDQ93dUS6BMM/WNLo+zAyLOkr22FV1pk1BST4px2nZ1TfTeGXMMFBDN72VaPQ1aMgw39SOgVMNqEicr2ghktxTIhLnibwsLC7hWe7u+OxnP+buD35C+PGXkCfKb54ozXTNaZqIux18/GhUqpgRWRncSpFgBx5cUVodRZl2R3tN/hPCxBrgu4ePHLfVI7SEnAKTRBbtzBKY8gLhRA2JHn0TEUVqZ8oTU4Z+WZFqwFLLga1WUjJTobJuyLJn2hnbhhAgRnLOHD5/AxJ5uH/k+Hy0SEhvAoMqUbt5MIggcUJiZP53/g67//X/Cmkbl//qv6CtQvp4Qc8ba8q0xyf6/T1Pf/4Ltg+PECNNhKqwqXLcNo5d0STMErjNE7cpcDtP7HpDS+FUC/drYaMzxcSy2yERttpYn5+prVMvF3rOhAy9FJ5b522DZ1Ha8AYJY3rkiQpXeY5eDxBbU2qAngRnkA0AzvxHeoxENzY2Uy4zcjIvkmR4o3QvuMUOYfcvwml4KhGiT4VQX7Ouly+bU8/HOklmEDnOLRoqE9IKIhOttyu7RAb46duDhmSbpx+ApsvHvnfvqBZ6bMS0s40/xuuEAtdGWgT7+PfNnsP4w7fJv5av6sXTLsF6tIMyzrTayftoUpz17A3TZA3T5YJOi+1hxZJgSBEpbsAGDohvaI7IejY2yrbBYWceJ3mG9YSknRXqvs642yPH7gyHjsqMpILGCuUMeQ/dWDOSFmObiPoYMsJ6xGQgCSjOLhT0vMISbC8GhMlADhx4P67oPKHFZDpItam1m4Vrjsj5Ygf5ckuMAfF4YbbVDu3DDcgBtCHHJ/rpAZY7ug8EiLfI5WILOgmhBDTPjJhhmSfYjoR5hjmhmxLEE/LWzcAp3QxkiXva1s2wNmfbf0MkLDN5v2d+85rd3SuWV6/57G/+nNc//0OW5YACx3Jh62ppLvNC3O9fCo2YHIx1eV/wMs4NF8fEUB1ANRmfnedhmlij8O7+nuO6umxSmHJiiolZTc6Ylh0cT7Q00dlQNTBamto5Me1ol5WAgTdt2rHVRpJGO1fKfEbefMZ0OJjXVhBIiTxP7L/6Ag3RE2+eqK7Hx+Pto3YDA0IgZPPymf+9v8ub/+X/mCBw+gdHeoF4f0afz6wxcXp6ZHt84P6f/jO29x/NRF0CVTtbbxwvF47dUgamFLiZF25y4rDbsfSGlo3jtvLxdKbQySmyHA5IFLbW2R6eaCj1dKJPlp7Xa+G0Fj5szVgo3Sj5krPJiLt7oESbbEpr1vjF6D5zuCTawfVabdhUbCItMRkAGj29IXrqUu3IlI11L+ogerI0Imcj4XtrV0v4GBNdSd7cTMYalRghBWKtaMpIXX1w5jK9ZaGfT7T9Him29mIQZKuWmuYNALu91V/PBvRob/QcTULYME+EFAk3r5Ba0Dyh62p7vgRLGOrNjKmDgW3UBmn5N7zZ/tV6qXdd1iJHtFdLUMNlNWPwOGT2gEikt0r3IY74cCr4vRq+ac4VNVBexloynz57L3tPA7ttTxlxshrFcFuE0rs1gXD9F1d2N176+BR7NHZWo8vLFw0QxJh1wVn0QwqNy5lLcw/HwZoIoCq0ZrVOA0IczZ7SzKnV5AI+SR8pPi/t2ctk3ECJMUG3z62f/Nj4LkPWpDo8WfT6I90HxAaaKAlhYCKjQVYnKWvZaO6j6Ns31l5ZPdS9bpcQrX/w/jYE+xkNYr5gfv8lZSiFTqWJty/dgMzemoGtzVmMJRGmPXnOxHlGsgH/2jvlsrKezw6gdHo1Owa7Vn6XXSJuagOThbWuFnYRsIHyAFiCs88xU9KcEpICTYXaTXqmLiWyhCIzUFXxgUArzl43+bu2ZkN7Nz41WU0iiRBzJkyZecq8bo1+qtw32MTuUA7K0ipJOqt7AgUcOPQIbqTRNNPc2PaqqHAQUFuz5J0BjNkfGl+hGzMl+O8b9g9moNx9qbtnjiN4AyeWKyBiz46gdgZKsIRSjKXVHTk0aaX1E8ZAN/DkqhhxbyGaD6dVCEEJ1+d9ADgv6KEBY93XlBEoaO6vFf0MUTwtT/xnHXq6slB8fTr4awlZBvOp9ykpQMDZlcM3xiOn1SoNor48pf9trx/cHYQQnAo2kCJ/EinQgxuMitHzZVBCsoESzRp+025Xa8hE7YEiWzF9RWkHnSyYcaFvKgammLGVdpMJ4BdNCbbg+zAJFKeeV9P3Dl2VNnStJgFQRdYCCUZkcAggzjDRYlGyw8zSnInd3RgrGnCfE8QowteVgYMMKCEFl0F4rohvgtZ92gIwDVb6l0GkgcBKdVwt+8Fgk/RrDPGQLfTiyKka+hsCV9OvmC0GVqsBIAHLCd/NzHe3vPrR19x89hm7N5+hKvTvPlKOF57fvuf8+JH1+USIyQoxL4ztu2WaR9OJVMZRIER/YMMLCt/NXCzmDDFw+u1bfnX6f9rE7rQx9cIuR/YBJhGmIOQo6LLQLiu9N2pIbKXRtpV8uye9uqO9v4fnikpn00SOBVJgvr3jKWZ0v2PaLcQgFIQkwnx3w363Y1eVd4+PrOezUc2AhJB6M7+O4UOQI1w2lt++J/wf/jPqt9/R//Idr//0jxEq8V/8kvUvv+H9//Z/T9GN09vfUVxm1jSxaue4FZ7OZ7Y8k1Ngn4RDnDnExJISoSpHlA/Pz5x7YVlmDvPENGdqVy69UGun126bZbVM9UtrvL9s3HdnoYwxhjZjRDlyO0htxjoZGmP/OTFH9ZcY7U/YYz24kZzQqxXJ6p49XdUA0RCJKSJqhb2+ODv7xtSQKhb1PcydNRBCp6WINDGCWveDUQJBmx8eDmb42u610nJAa7Niq1WLXBOcwbY50NMNDKE7IGT+BBonK7C7aUV72wghexFoG+lVdhi8IRjMzd/TV9hbIyNV0TwBwRqMuqJltgY77GmX7WqGrelg17ScUKfAynrx/9zQ4wYu65OgaEsmf1kL9GjvkxI6TTDNhF59L25wOtvayDv7LLrSixVnGm1CQl2RabF10BWlIuuGtp35OfQTIjuI3QD0MYAsAeqD/XxX2BqasPdqG6IbYZ6N2RI6opkw29RcWieE1UDX2gnTQkjRzxeXkwaQhxMEM+Fm2Ruw8lAIYaLras9fCyDPflYs9gzUDUkzsj+YcetmFGPq2eQIs00S2ZIzYzr99o4mxoq0SZNFFMbdwvzqFXd/8FMOX37F/OWX1BB5qpXL6cLTu7ec79+zfnzy9LZg4GWziWyYZ/rqcg4cvHfmgk32vANwiQxqhq6EwOkvv+FX/6f/mxl7Hi9MvbLkzE667/uBnCK629P2G/3UqDHDttHWlfzmNenNK9rb9/DwhIqQeycHhd2C3LziOWf0Zs+0/2TvD4H51R37/YFdUT58vGd9fkZrvU61Yi2E3umb+/DkCOfO8s0H5M/+jOfffkP5y+/58Z/+CfK3/ga/+/M/5/Kr3/Cb9/9Hqm6cvvkNtWwInsbWGqd14+l4tL0/R3YkDtPCPuWXvV+V+4dHztuZZb9nv8xMy2wWOqcztVtUde9q6XASWbfCh8cnHrZG2wpSC5Jm6MW8R6bM1dTbqel2CHvDNowkCQ48+z2LlmZl1Gg3XtxWN+C26Z32ZgyVYBI7UUWqNSsD2B4MFHVTWvLweDAmbJ/ytQjX1YBWCRZfTErmoVKNuaKrSUW5OcB6sYZmvRDyRN8KYbdDzidj/7RqDJPn1dJ1ckRvDuhyQMtKUyES6WVF5sV8Vbo1gbpezPMrRnj3Abn9fU/nsWn81cgxRGrv7qvjKV5XCjiYEMD/e+9j/m1SOfHmLsjVfNSGLQZ62BntTIIgJB8E9e5DbMBpEeiYMONAzqBZqAUXhO7Gmt4rmrRlTKQNINEBlATnmnigheHD6ubbBlZ0/y7mvaaWqBLM281I2AZKVlGSDKqENebd5ePXKFsGoDSGjsPPYsBGg5Fgg0Ob0TpYiH8pvMd0qZGK/6/68FIGQOWgj44kI/9ow5jUGRBXp4TuRsKCg69WN0ZvLfF0m+sNDwGlYvwC+2xmF++JKGkilOIm7GJeklpswCfKtMwc7l6xHPaoBNatcHx+NgCHbkOzYD6Ocu28TeWgLhlS/P40YxISIynFKyjWfX2E4CBHCraX1bFu3Ti1uxdgcEblkDZ1t3uN4mCMXnud3jutVmjClGdm3PQ0mBH5rSj9Uliz9bA5CIt2M0QPycQM0Xxouna6GpPEfEe89BQxIIjgziz4/ms1sZXrni7jP2+DbJe30F12C+7m5tJVB9/ieFNbMyMKGJdwhTCG4Xbtg5rHS69Dem/PaPnEPzE6g8sxWDfrbv6zzctrl+zrgFN99as9O+pAkCLG5PHzRkR9ODsgKAcQnZUSxaT+KuEKHDZnqwgG6FhosBCjYRaKfa4Qo9U5qD1HP+D1g0GU7lMOQ97cVBXTC1IUpCHRqdxt/KPi9HmLg9Toh+vwfY2TLU4dm2gwoKUNBA5Mr+uAjQga1VkmuOzlk74vQgjJKJzNGz3qtRFrrpAqZbUmMiQDeAyuNLSU7iiWTea1jcQcRygdPHFxnRXzDh1L1OvUx5KARhSTYGav/r6q1jgghsrGnRUxKNe442HMJ2I6PBVvCseThS08Gde3uzFTQ9JsRnIkJM+0eqHGCcUmiCIByZkYJ2KeiMtCnGa0dLanM72e6Vslh0CfJ7ZLJM0Toy5W99Ow82w07o4Km1EKY3Zh4y6j0DMl2raRpomulePjPXNvzHVl3yr7sLCLMEUhxYk8LRBnau9UOrKu9L7RYqSfLoQ0GSCWJkrbEBEmnSBP9Jv5an4nKfkEbSPmREoT+y8+5/Of/QHv//GfUYq5ZKcoxAbZAbwoQtCAni82Jfu3fs4pJz78s7/k8//475H+0/+I/uEt9fJA2QrP7x5Zf/c9enogzBHSnhIC57XwcDnz0BQmYQmRfZ65UeFmtydPkct24d39Rz58fEL2O6ZlRwzmZbN2ozn2dX0xvML0nI/aedeFs4gxjIJvHNHp2viBLpOBJ1fxrW8qEl4OZ9+mezONpguIadX8UZoLi0MImBlcBEm28fYO0Q96cxIEiQ6ef1IwXNks3XyJ1JBz7WoMGrobiYkdZDpQePs/qmZm1bVb0oiDlSr2PtIDPUabXLfqlGwMCMqzFRl1Q+aFsUFbw9d9rfrIRk0bqTEjtf7QbfKv5auXYtOpFGjHJ2Pb7Rd0g7Y1yBtBV0gT2gzAZiuwnuDwCtqKSESjwpTQtSG3t0g7gxbYFE2TNTGe5KJLhHYCdcAiTra3hr0VDJcVCQ1yoF/EqZ/ZPDvOZzQvqJ4hTKhsDjZHtD0ZpX85QL2YNjdMFttKdWq/wGGPXs4O/HegIjIRts32b4/wltygR0RtMi5pNs+pEM2bS4Kl54gzSmqHrD7xaejdZ3A8AcEifQlmthmsYJV5ghbQ7WjXdeh904KcjsjrO/q5GgslNlju4PwIeUJ2B/rpRD1E+vAqiwmZXvb9cDgQdwtaO5fnM5QjfS3kEOnzQskWp64+8VKXd9gjY+egJQQkVMvV9NEGA/EqoSVG+laJux29N84f3jP1zrSt7HpjlxJLEKYQzKNrfwPTjqpK7dUmnKUQJdLPK2E+E1JCDwda2ZBSydXOyn6zs+0i2XftvdtAZZ5I88z+66948zf/Bvf/4L+irhdAiTEQu5BjIlRjAgWwSO+c4d/6I94hvP2zv+Cr/+Tvc/j7f5/t+Z6y2t5/fPfA+ptv0KePJg1LmRKE81p5PJ14bA2ZYImR/TRxCJHDzQ0pR9bLiQ/fv+XD+w+Ew4F8OJg9GsLWilG4L6sPnRSYqAJPtXLfOqsC2XzNTHqzWE2yORgxzVdGCWOvc2ZOUJMwSDCAW7cNUMKczeC5bEierOkNHgVfqw2JstUl0tyofvyONhjIZiwaHJDXhjFAer+auUowBgiSXYbQELWEKoIB86oddrOZSG4bWit5N5mZLCDRwMEuAne39tmaeR1pUOSwg91iPW2thMMttEoPxjrS5hNn7WiyCajWht7doev2b3az/av28tq8NzvvzcjV04t6v8anXp1SezPwQZrVaa0RtHpcsA/5OhCVoZwRjPEhuDQ4BKu9fEAZVW0b1uBNoDdfQd3TxICD6pKb2PoV6Og+QgrAtfcX80gZYIUlnYQX74dmf9+wabs4ztNbdxZ2cGn0aKWtfrLy6BMAA2dvNKV3lz6C1W8ObhjIM8ZcvndiE/7BCGD8mX92eUGUnAkIaPA+2K9rw3qjK7PFG+JPjPJtr3bgQL1SVBgpJoKz1XywJW7e36vX9s5iiWJiJpFIay/SIqV732drRJs6qxW0G3A95cjt3Z67168gJk4XG7jXbWMrxRgoodg1F4jeV9Tq4KszjNS9NQ1Hq/aci0k+ul/hFBNzNmCodmcu1e7JX832Owf+CWYijCR6dcaOGIjRanWZVL+u4ZgicwwcUmSJQkqRlifitrGkSA8vQ9qDNHa98+hhDNJtrVjQayNPwQEIX719gH0OYjkba6CDGjDmV+veOtpnN9bRID042GWxlfZZHKQcJsY6BqOtOlghV+Bo2Fb0Zn2DtkbTztoapTVat89jSoNAiOnKvhrSuejYQBOXUWEelcGfgeB7gHoPIb5mRRsx2v3Dv86If25uFRDcKkDGHoMSJV7ZJVYf9hcQsXdadEnPAFad8aO9X8lsP+T1w3nqw7yUYIkjPnkKZGtstkKYEhJs8ietGdoXMpTViq1uZpIjy9yfJjuA6da0jUXcG0NqM9JqJLh3ythcJBk+KsHozAWQbgdo9F0wZl94Suy2iXVJqG6gkwEpXTHpUYNoDX5TIerq7sFi79OaxV6G6NorrGgQEHeTNxmO+OTHqEv2pRyhb9jv7jjAlP2mmS+D6mTASvfrI97M+YHC8LLo6kadvllLglgQnWziGLOxcWh0Fap4/nhz5/TeCSmS5wUKJBI5zxaj+PoGyRHtK/L9W57Oz5RaLW99M4NY7f7QDhGZAzh2wLmsSkC10R01U1F6mqwB3ippe2Tpnb129jmzmzJzjOSUSQK3h88IX91x3/4J/fmJqAau9K50jYRzMaBOxIowbWRVdKtcHi/UeWf3rvsEoXVSMCr4Z1//iLs3r2yQXfs19lOwpWP4S0TKCucVlUr5J7/kfPjAGivUQvnP/6+8+yf/nN/92T9ziqTSHp9I+8nZP3B6PvLxeOLt88o5J5Yps8uZQxBu93uW3UyrlY/vPvL+7T2XtXGYDZFeCdTe2C6VWjqaXKbVoafAc2m8rcpjCNRxxkaLrI442wRL4bDnJ3L1KBKLSkMsoUNqs2czYEUsPr3kJQav936dA1kzpw5yupHZVq52RxKyRRM3SxqxiHJAq0+3BAlmuky7mhkREZtUqfp0BlvvGLNEiaaFz9kmD07FNv0y12kWfRQBNn3V3mC9IGl6idfsBUhcXd9laKwDQbrJ2CSy9R+4m/51fSVPK6tCWHZujNqReEA3obISdhMh2vSIywppB/kOPT4hU0bnZOuqd6Q5O+MCspshFo8axQCN4wkOLgXaGrRA2C10TFapzSftfXMvhmYHZALW1YrKfoJ0aw2fGFsS7Yju6PVkZ0SYnFVVQTZkvnWQI8LzozWJRZF0A9sZqR8RJiSJASchWhMREpL3yOUjsCClmmfMshgdOtnZwaWgxyNIt6Szuzdw2mBbbT3PEzyfbarZVsgBVn++0mJ7fwv2efMEN3sreKbJ2DLqEol5hmkxll8OtDgb+6oMzyolpERa9simZCamPLOXxHwzEd5EmigfPiSej4+UWqnrRtsKvRowOczVrWjxhBcJ9O5pbWogi7EXDOTsaTLDU8SKS8QAlCmzzJPJeKaZTOfm1ReEn7zifmv0hwfSutJztj1W8b3fwNQh18t9Qy9Ce3im7vZGxXd/M+mWtpanHa9//FNu715BUHp9mYoJXqQHjPK9XeCyoSFT/ukvePjdBy4Uai18+Af/Bd/9o3/Mt//wHzv7SWkfH23vDzNNO+fHJz4+PfPu8ZlLnljmmd1u5iCBm5sblv1CK4WH797x4Xdv2S6V/WI6/k0StTW2S6HVbkCO67d7jC7jqTx1oRWLvCRFRAz0lZDsv3tzRko2zc0ZHKSQIMbyaqvPQkZNoYhHh0Oib4WmnVCdIRuDgdNNDRyVYAbABKR28y+KwZJ18mRePl2tWRmFQZ6RpOYl0GyAFjDqv1ZrmAkCkzF0tRYzvbxcCMtMK8WYiFMGTc78yvSULfJ6LciUkGxsFn16NqZbnvyzN0gTvTQfAjRnxRijTKeZGLM1V7/HL4vnhSFvjcF8BkwVP0ARB4UdKAFLYVS1lJOGNVKjsTNCwafUeWc0iLiyxab06sM4xjwRsDGLMWRs5OOFTwhe59UrgJKHZJkhf4GBPth3MIgviiUNuafoNaFmML+81bx+hhisLhnAjCSvhfy9XWXs0M2ASK4fxb5fGvHPVmsaACJXUEn8Xw7pjpWx4oNJe6sBgnRefFfU/yKKDbTkkz+zn7AezgxLPRUpWKvU7UYTuhKTXbtrqmof4Li+iBHUWUYYU6Ch1Gh3tKHEFH3fqY70NNBkdeeQ5UiEmAm7PfOysL9pLLGj64nL+UyJQujODEBpLhG3eZe/hzf+aEeagz1dCdGEueprNeWEiKXelNZNfljdYqE0A19iQuTF86aWRu39mt5YVqHV5h6W/j9dEalENc+nbeuUQ6bmwhYzPW00IhuBHbALcNMr72qiRKye2Jyo0BvSo+Pd+dqrEYJ3VeNeY6qI5JYB3bxkRv0/Eq+CRgMmHVCy59cTO6P4bTRj6H4FkeKVuSPDdJxA681BC3seSmmUbqBdGKk/Ifo+MIA4+z8xBALd3TyMhWs2GP4c+L4SBGdDYUQDNXajAtWZQoOpEnx/6tf+2ICSjhjxQpSEsyPVANXW3JPF03rdzYUwetTxJL98hX/l618DROmWcFCrJbxopNMd6fQNrFQzoJkCVMdJSnmZKJTVgALUp9zdGzt15kX9ZIrRzXwqJOCTCL0rpStcDZGgE0KHCadeWSPUx5MPhBRhKzbtFui6gFpUseETwSQ93ScxaXelkFm6iEIwTa5N3gCZGFpLcWOGQXuOLmNovRElMbYwz+XCaTO2e5bNt7qAUG2/MZMHK46CuGmu+7t0hWTTHdJ0ZeTQfMqkm12HEGzTckQeRxZtxBaIIbDsdrz+4nM+//HXLD/6Gvn6x8h+b0719+9p337L6emZ5/uPFq/YK207g3pj6gBRa8McyTPUfVGKyAtzJyaCVLJ2ltY4lMotsN9PLMvCkiIpRGKrzPs9f/Q//Z+QP/+aX/zvnnn7zV+CbKhmYgroskNoNElspdtUrZjze2ekFjWCNnOZRogpkg83HH70Ffsff03pzaPq3Gm+NJODaGdtndQbnFakFsLdnnK7UPeR+NRZ393z/bfv+f4f/zn1dGbrF1ICmSfibqGFQOnKSRvvt4373pDdDcs8sRfhdl5YckJb5/HdOz5+/z21FOY5knY7ek40Vbat0rYVxCVkFTrK5fjMfel86IE1mu9OjBPZCxQDH7xxHEViED/w5cU4a0jwtBGIHusrRszADKzaMOd0NSXBqXkoKtEDfAzIC4OWhbnoo3wyqVT3OhobW7cUnRiBSiAhuIu36yiv+4K4Z1CMoBvaA02DHUCOnNMtDSI6U6W73lMHb1WiUd3zDnFDvOELYOy2cRB4dF3vztX9/S6kqc1kOKejOdjPE32rSG7oMqPnlX7a0GW2qHAx3wPOR5gm2/sfP6J5MSBlsUZGbhYHYya7xqdniIt5ltcKYaJzhgz9vMKSzQh/2cP5bPtZqQbaztk9u0CXBS4FAA0K0wF9vjepwNyRvgNdoZm+XwiITGg9G1Ce31hhVjrh9taSZk7NWDDBzPZkNyGSjVIaBdGjSSn2B5d6XujnM3K48RhE2wc1mzRTd3v7zudHUJM9BMHkS9Ih3FiTKcEM1OsTLDd2Jk3JjGYPN5bw1hSKTXCUCgWTT8TZgILWXlgsLnwPMbDsd7z++iu++NmPufvsC5Z5vp6vRTu1Nc4PjxzfvaeuZ3or9MvJiqhSudLV3ZDZUvswptlgolQ3ws2ZsDVSryy9c6iVGxH2+5lpv2dJiZgSsVWW3Z6/8z//n7H76kf8v/4393z/l78EbXY2BLv/QqcT2dhs7xchxJmeFwPGWkU8KQifFObbWw4//Qn7n/yI2hq1VG+KTLYn1RJrtrH3nzcDbF8fKLc72j4SgnL+7h3f/fY73v7DP6M9P7O1CykJMs/E/Y4eAkWVc298vKw8tIa82jHvZpYYudntmaeMtsbT777l4bffULeVKUfSfqHnTFOlbIW6WWJdyE4/V2V9OvJw2vh42aiIxXqmRFQDzocHCc0aSikFmSfEvVT4NCK7VV9T05VFar5pyWjPrbh5uNO/04S4wb0OCXOrECdCNEBce7WkM4I/xz4oyj6IitkkXtXObcpKmLLVLLXQy2aTDExewzTD0zNye4euZ3pKVwAzbJuB6OuG7PbIZbPmtxZCUfqU0FDtZ05n5NUrpJg5ugTQUoyp0+2skJjQtpo3SmvmffH7/BKuZ/WguROihze4xCJbkpMZuvukWvUl/hZvzrqaNODadnSTAb8QLq4djCoUOkK8+qlYXSmDWwvaaW6Wb9KE7mWfTeftrawBUG+iuv+i4XViEgf7nVwNKA2A0AHjBKHWboww3FxWjRkQxKO0+xXC4JP2kVENDYBWfNrfmze0kRcpUneZnfzLcp9+vREG6Nj3wd4HHBi3P7Rn31kKn8iD/uVl3K+yKpN7uDjAG1KJLi+Ca7Mrrka1q6PXz9W6GdUqch0oaGym7tRAJKDTZIbuitWX3Sweaqm0Uqm9c6mKkulp5imutDSz7BbK5eKDX2OMmHzFv5UzqTVYDaniV0cb2polgIVAiOFqwtqDRci32mjVgZRSTLqPnRspZGPVlEItxmpR94zqXSzWV1zmpQZwhGCeOA+ImWZniIeJ47Zx7jPn0plKZ5+VOXbuJDKrJefZrYqIFveRUpTk1oQeIa6K1OFt0l7WVRWz0Oyd0q3fjQJZokmqBuMJjMnii6djw4gRBOJPD6pKcgAwKFdQvWu1a9qa9ZNqIJzUSpbgwRIGBMYobrB83UKc3RSdvWYDa28YMUVLt5Sc689bglIPRjBQly5J4AqejNAKFcMK3J7WdgjFnjgHlVTcrwUbjkexz6TVGUnBgMfga75d3+Nf/frXSOexGyQp+3TPvoRROzs9Jp90CVKdFj8oR+PySqS7tCa4F4OqTQIGNQ5vZoQJwcxV1U1RHZ59SRYJDlxgEhVtnp7j6R8hia207PPzPBv4QTDNZJjorXIVn4QGLYG4F0aKhJAsN1wEUmaQ44gGJOGI5YhZG5uMFRrBaKZaEbGG2QCj/DJ97y6dkGwNnkuaVKsVpMmaz5Bmu1bi21sX85JBnN1iy080IDJf9WTSzOneJoRqiFypsChxnjm8ecVnP/sRu5/+CPn8KyvMsYdre3jiw3dveXz/geP7e9bHJ9pWDEBp5lGAp5qMBWrj4GagmyPFioFYKSXy+cS+NV71xJs0sbvN5BCYYmTKE1TTpc0/+ZrpP/2PSJ9/zdff/YLHX/xj5FkIm1GBJUckBroEQk5sz0cEpfWVqhvlvCApk9Tui4RATInlszfsvvqMpp3Tx0cznxVrKijGhKitcT6vzK0Z2hst5qt88y3nuzvyskMvK8+/+Q3Tn/yU20Piu//yv6bnSLq7o0+J3itrEJ5q50Nr1MOem2VmAQ4EDikRm/J0/54Pv3nHpVbzz9nNhGWm9kq9GIU95EhKE5RiyPjxyPPW+BAyx9nc73OKpKtG2NY4g1oq0Q9kcSaKuvTK1rIMmVpwYK7bpq1BfcoKqKHcwaU4Fg0m141wFB7iT293g6oAHpEoRpXGizJ/Puw0bw4oWnEe1D+zdWYMI2VitvUvziDADbaSS+TS7NLARuibUWvV49zsxEFjommzdTamJO4fFMSTKNwwzD6D+078Pr/Erke4u4XjA9ITMSf08ohslZ4P9OPJ/EOC74+aYTbGHiIw36ApGcuuVagg/WL7RcpQz8i8AyBMt3A5mUllL8jNGwciQPSM1NnuT7R1rTc7+vmC5ExfFekRmbAUt9mMbnV/Y0XeBkqB5TVsq63toJisaAD5R5ht/5DnM6SK7CYrALTbEMHXtERnQk0JSoWgSLtY0lDOJmmaZkvlqR3Z3aAXn8SdTUbIYUG2kzV2MVlaT1mBHTo15PYVcjaPDslcn2k0oMWncMGLpbQYUNIV+sUkVqVwTU0q1pTHecfhi8958/Of8ebrH5NDfCnaVXm+XLj/7e94+v57jt+9Y71/pK/FZHalotUb8WrTZkXdMLjac6zWbph3QSSmTHo6stPOnXZezwu7u5mUElPO5Hm2oUhMTH/4U3b/o3+f/eGGn/wv/hMe/vwfIVMgbpW+bciUCdE1/jGwPT3Zc142qkDpFaaZ6BHMxEDMmeWrL1l+/BU1COePj9TLapKBGNANggilVs7nC1OrPjCydLTym99yefOavNuh5zPHX/6S6W//nPmQePt//wdojoQ3r9E502plE+Gpde7rRrm94Wa/Yw6BvQT2ORO6cvz+e+7/8ndcSkFyJOwW5LCntrH3b8QUiGmCWmmlUx6fOK6Vj71zwsCfNNt3FXP5tu/szABJBjwKOEiiDmg33/8F5smHHX5GXEfu4l5BNo2UlLyg7VeKtwywrLvkMXkdJhGRbtI2MDksatezFQNpotizOSfksjkjGeRmMabYZYPbG2O2HQ42c98t9gyumzV2wRv72xsDQtYVeT7asbI1NC4GvrdO3y12/tVC2M2wroCZ84uzpHCDZ0kZKcXrmd/fl14NWoP5NYx6XP1eOgsM9WbkmoBjAJqM+kAd0HC/jQFQDN78aLTUaxQdLAqXsHcHN9QlDuqyHmP+Wz+gCrWN899qtsgw2bQlnYxqy1jnBkJ0Y6RgiUBKI3qd3YWrH0oQS0lUZ4nr1YtlXK0BM9hnT76ndrUklz6+u4KohQBod4+NT1ql0dCOS3k1yfXL9+mIfAAKAegiNoCFK9FjfPc+GCUiLrcateHL57ZazbxMDNl6ScTxncGGsSOCWtXuVQzQjCViklZxn7EAczTD9sC1FtDWaaVRt8JaCsfzRr5Ubl4lpinR5sTJ/bMEQUvnmvA49plxvcT2APXPgvt32NAdqhi4Iy430zaUEmrr04ExtNtMeg7EKdJqpa0F3TYHZoZUqIBzQvon5rWCsgFPtdMuhfq4MiehLTuOtfNwvDBJ5ICyE+VOGnttHNUkcVGh1xffkyBKEusi195oziLpXW1W7pIVW1+BGCM7fVmn0eU/Sdx+wv+NXTID7JoPvK9/1sygGaKdi85o6WLzqarudjTMi3sjxWT+mt77Bgku3bPlpgPYl9ETvCxOO0esvzY00R9IUQfLvFdxb03FAmkEG9h073GD7zsjJGIMXxVjDfVPgNcQxC0PnIVjcIQDl+ZfqmOY8P+1G/7/fv3gE0IkoJtfZEcxDUwA26o6wWnL6uk9L14mlqAuw+9EO4Ts3gvizYt+ArwM6544ZsOIy0TM/MDo+/aweLOoxZ15gx/qzQ76mIy2L5kQqwEAgI8h3Cn4hTlhO61HL0s2wCZHe6/Wrw2VSLKpJLZIwpAgiW/s3mwOjV1Xtc8t1VF339QQiLPTj0xfbwkHPuUZWv5uJpnDE0Py7AyUbpOAdcMdcAGLa7SYZKdfSTKtonjDmBMhJeKykHazRSJO7pBdNso33/L+l7/h3W++4fF333H5+JF6Ohtw4lnbKr7wq6F2wyXalzVcaYouMDtfSB8f2Xf4m3/37/LZz77i8de/QktjvrshzTP6/EzIGV2Vx//s/8LdF59z+eVfIikRUiawmeP/7Bru3qhTht1i1+4S2Upn9XWSgl7ZT2F/IL15TZgXPr675/nDR1odOn5xemPgVAvr5WSHQg4ENy7dPj4gHe7+1t9gpbFlZfpsQS4rzBnuDujtDU0iZV153i68fTzx0JU0JebaWLRyuL1jt9tRjxc+vn3P0+VIq5WezbdgvVysyQ+RtCxMAULbaKWj68ZlKzx25eO8sDkKHl2KBC6TQa87hLhPiun8k8XHNZO6RJ8gqWDJNAMwSMZQGXU1LqTsNmr2ZJ3yYlY4xhW+AV0LcYlILyj5esBdCwMxOq2O2iO4YZR9C5+AuQrWkWv1r0VTeggWmRt3hFYtynTIlXImlk6QejWhQhKqkbauBogGOwgkuEm0FxVXDXDwudPQe/++vhQzARXbq2xP3WwP1BlpStjvYav0crJpdYoWKTqZb5bMCb1UdOuEXaK3DVMIY3tYVdhFaEalljjZLZ9mm2IoVpDPezuDYrR9r1ZYz+YDAcRs8gNjikzoeoJ8gHYmSKalhrSEXp6MOeLxmlodSNkdrDmLs0l45ozsdvRLg4QBb2l2yYTr49NsQHK02FV2CYoXbSHb75h2BtKjlgxXO2iE3Svze5ELxMm9vSaYI7QNrQm5nEGrASBxsveq3Vgou53Jn7rvczlc2VY0i4PtMVoRLeJ7fybkRNzvSPvdi+QNK3oet41vf/Mb3v/y1zz+5TesH95Tn598739hoEkzPwmTo76AsyjGegnmSUYIcD6R7j+yC4Gf/7v/Hm/++A94/MUv0NqYXt2Sdjv0yff+orz9L/4hb77+kqdf/soYBw4GdBphyRAioXfy3pu1KdLXia0qW4hICiSxRg8g3t4QP/+MsNvz+PY9z2/fmSHg4KZrI4hw2TbW52d6CNffq6psH+6RDrd/52+x0dkyTJ8fkNPJDFzf3MKrO9/7LxzPJ94/PPJYO3m/MNdq7Ms3b1j2e9rzkYfffsfx6dE+R0poymzHsxWzIZCXhRyEUAptq5TLhW1deXw+8bi/oVXzh3PXEQQheLywNaM2qJIBrmeTp2jrhGmyLbuZCb22ZnJptXNba+M6tBricMXOh5ChXBBMymPSDgP5GaBK8/qsFDQmkG6SaPHkhWHi6Dp3TcluRQxwaYR5Qm8nqyenaABPrTbVPp1hntGnZ/TNa8JWCEskbC6Be31rDJX+DOcTfQn0aQ95oT2f0P1ihb2CLLNNjkP0qWuCKUC7QN0I7YeW0n89X+Jm9SbSsMFGEGuye1U0evS4uDnrqONbR2IkNCFIJ0X3OMGBGJwdHT6dWLu/yagprrWzJXiZX4JLYyRd+wxjnQ+ZiS3a1pXQFIn92sSJDg8Sb+a9Zh2pPcOEsqt91pQia2vUbomNQQyoGNLpMbmHUb5Y19KAHEaohJBcdGTMkZfmTHxaHxyoMABKCT6GVfftEFE/A/UKZowZmc29BiTVTQriTPYOlq7p7zuYLsbyYpTodk8JxABdG8NH5lpPwvWeSzcWBv45QgrEpqAWBx9ipMdMb1Clmb9gisZaSnZP1Rm+Wjv1tKKXwpQC024m5UyaF9ufQnZg39GkMXi+rhUhTlbrGoMD+zfa0bpRsL4twHWvGyR/1BgwuBzNWMnNpEhbR0unlxdbghEqMvhJ2p1pLZ0MLNPMLgaWlEjS6c/P6G7mp3/wGfQ9/+ifnfno8svPpHGTOq9k413PdBIpW61rbCmhYgOFrkr1dBrEpUbY8xMkEFNm4GqaEsPT2Ja4mzn7+3TE03Ne1qpJZ6xHvN53Z29evXKamfa2qzegYKoIwbx77PqF4SPmQN11kO/nR3DViaJWX/vaM9sOB2H9+8sVWAyf4Am+Xv3MbrUPbPEqF0S7G0jbz13ZKf5vh7mz4Xn2nr4hXaU95tmo/MCE4x8Ooig2ySJkVItrD31amyajjmrHRoDuwjykOX6gaxuIaqD34gir0MUZEykh6vp1N24Vdcpn/8QL5ZMscr0WCh557G7OanfNLnh0FosGn7h0h5/mK9omgstkmhUJttvYewbfoPJk6OzQWY/v79uiFStWqBrlKoKuDrwZ7VDFpzbKJ4DSAJssOtkKbf+9KTK4iQpWtI+iZBQ96uhw8yJXse8XbNqv2qkKnXA1RbJFGahr5fhwJB+OyPYWXXaUh498/+e/4Ptf/oqn79+yPj74JFihF39oDPUV9XmjM0/MwdmYKH7xzNk/dShKXDfy61t2P/+R36vsOj6bLsVpIu5uiL3z/r/5c46333L+7h1a6vW6x8PeiqizTZJbCJTWqWIxy00qpStC8YMP2qUSXgWPbVTO33/gcv+BejmbWZqbKwURLqXRikLq7okDoSn6/MzzZWOtG6qBs8ertqjobrLoSYmwzFyCcn985u35Qke4RVkuF3YxM+XE/KMv4Xzk9M8qJUCbJkhOFaydGIQpRSappLUQKvSyWoHeKvdp5gh0CUwxO9ZqNG5B/ZmpllqiXiD6Bia+YdnhoFfbobGZqFZrKocZmOI+EDax6dLRrZiUzA+Yq1Fmr0iczEStDW2+SdDs+S+IJNclhpcJyfA2GEa3QZ1xBlfp2JD+jY3Yxcd12xjxZtK6yQckItGmplNrTi3W68HY1E2QRaG7KahA7AYUiwg9CCHvCfX5h26Tfz1f3cBndnv6eoJ1NbPrZUfY3SDrxcCo/WQ+KeczejmjS3Lw/WKeDtqROaDtYvuIYA3V88no/MeLeRw4wY5yMR+DWswnoQuyt+knAfSywZyQ/Y2xQOoKhxtjBEZjNsi0WGGRZmRKhPPF3vvwhe2bxdaAdmBy9kiLkCebgsaMbI24LLafHlen3nYDi7Rb46b+ufKEXvzZKA8wVPvTzr7beoGejK3SViTdARWd9ujpiBl72X4v886fHbHvviRkXqzpWxZrUIult1ErVDPiVU8Gw41CGzs6gb5V+t4BkJgoW+X58Zllf0cKiRQDT+cLv/vVr3n3F3/B8+++YfvwwU13Qevmx406e0evk6VBx78yUxS0R9v7ezc25bYxff6G5U/+wL5f9JhcVeSyEqdMvLkjtM73/+i/4fHVHefffoduzZgJdOLNLUwTer7Y0oyR0htVjNrbtVG2grTDtelpZ/c2Sxb9e/72ey7fv6WejranefMlIqzVdPKaxVioalpyfXrieF5ZywYEzsUkhj1P9P1CmHe0EJFlZpXOx4cH3j8d6SFwEGU+X9hNEzkl5p/+iO34xPm/+oeUKPRp9sjWihbznZjnTNZGuhRCF/q6Uo8nTs9PPE071tYhm0Gw1AJEr58MIOm10utqg6VoJrHUZqxaXEoJLxM/N1DudfN6wuRGxjhI1zqL3tDLycyPsaVKM0o1ZTNvI8SSpNyX7TpgqQZe22jFDWg7dvjEQOhq13APeil2NrkPii6L+QFdVtg6PVY0J/SyEoBcLE1Pbm+s2W+N/uqOWA0cawJ93cwwVqFvq01Cy2aMG5ee2TQ729Dm1Rt4f//f69b6V/3Vne5/BVLk5QwP0Tv5pkapDzYBt0jz4GxV992I4ZoeY7WGN/Sjdh6j69H02B9aXeh/GhxIMECiYy2xfTK1D+t1iBfLeFLHAAS8KQv+nxVY1YCfCetVOkKt6mCNTfup3Rq0kSZSjQdTOoTgKW6YrEUUj5+1z5MiRILPoARp1qSNabz4BxlgjreVvsd6838Fjrzpc8BIcemdsy4smcRx7DGRF/HrwvW66gBTYBCBTL4gZqg7pvmKuGeLSSXwPws+4GoOQgS3dAi9EyfzZNJg1yF5Dam909SH5bWZdL4UaIVE47BkbvczEiPrPLHMEzkZezwEtYH7kFnr8Kjpnl/g/Z6IAwIR1QClI8ETb7BZjV2KbuunNetd4riu0QFlRbeLv58aAxvowX1yaqepeWukmNlL4BAC+xiYo0XYx1oo585vTpVzEu5D5JwDH+l81Su3UfkiKd9tjYfeCWkizwbUVMxktmgBhiQnEL0uxUGcIW16kdIEkE6MkRQDKYg7CGH1dWvmKYd/J8UlwC/pRpZO48N8rdfEoGEHMZ5QCM5ciT6bEQfajATQBwiqXPtwwfqNF1YUPm7vVzZR60PG798HZzW6wTXBANNhFRAdZFN1uCFwZZkYIGmf3foBB1PHv/GB7UjHsjewa2ySoR+2R/7wiOM4O01z+JhgFCnBmiVnkOBGc6LugxD9cBoP88iSdNqONdzRXIO7FZziDZRedVUKQy0l4hTDFz8O31FefkbV2CW9OtDgv9MvrO040d/DtLF2NRJKhl4RyUCzB0wViRNJfFMKDgyZKtCRbQdxtPhl7TR8yj1+tcF63lBaLJiknV2SvjFSDqQ1NFnTqdUlS8NHojdGCjTJP49ikgaJbppWjd0SkxfAAzkt9Laiuifmid3NDYjw4f09h88+Ywoz+nTm+PYtj998y+ntO+rxRBAl5kgrYzU4kjgYDOP6D1jweu+8Ocb03OpNdZ4mdvsDPD85JVR8+gb5cGD/1VfEnHj+3Xc8P32g3L+1X1srrW5eDJscY4uB8/MzvXQD4rqDdJKJW4fTSi9KaBD6OELF0nNE0Wpu8uZCbZtEKSuhFWKIxAohBpIqrVUuz8+cn0/cffYV+9d79P6e8+mI5smu95SpU+b5fOT96cJaCofdjl1p3EjgsEyodj789i/58O49T6WyBXk5WLsSozBlYdJOPnXyoMHFTL254XlbeVKhR8jRvG0EYxiNCYvUYkema9O1WzsnMSBkA7C0o2pmz1rUARR/xjCGinzyuYzS232K6DIuR20lOgslZJqDpyFPvkcEM95t9rz5fMWJZ9ed1gsFlw2JXRPTqqo/cw44dvPBaGoHalSBFKmlkJIBSnqlWYJkY8202iAoHfNG6dcZzAY5m75Z1FMIHCjV/pIG9nv6itMNXS/WeC0Hk6O0zfbvxzMxY1KdrgQ9o32j7xc0Tej5ZGaOazcfhP4JAB5AckBrsDSdqpZwVld0XpCiaJWrERlZEOn01SLNDdD34lCbNXbrZmv1dILDDtaCqqWk6cU8MHpURM9QI0QrfFn2xr56PiPTbMlBTlWXm72DlAqvDuamX90rJ+Amt9EkO8vBkoWeT+h8uLIOVdSApXVD62r7/e3n6FbhcoawINPOGIhB0EsxMKRbEc+UDISsNk2Sbk2kdEXmjOYZ1QLrmbAckGWHni6Qs+nTy0ovF+i3Jm25u0UI3H//jleffU7eZU5Nebz/yNOvf8Ppd9/Snp4JdNv7V/Hj19iMxnT0M9SZKDrOp0HNHTT72tBqvhQpZ3Y3t/D45PHWDnwq5Nsbdj/+CTFHjr/5Hc+P7ylvvzVwt1ZaLYQ8u/p1osbA+eNH+tqQ9XxtMFrMxA4cV3r5aOpctaEBIgbYBQPQJHgqhxvEb+cL0qrRoVFCzkRVellZPz5yfnjm7qsfsb/do+8/cD4+27qLEaZMnSeOT0/cPz1zKYX9zYFdbRwkst/tAOX+l7/k/rvveGqNLfjEzhvAGCNTjswI6byRvFgkT7RXrzimxPPpgvbuunAMNEauNZiuKzZZzQx/Obt3EckmOxOPc+3B6MtSDWRW970Irb2Yh1fznFJn7khMxr5MxiwhZ2NFzbNJ5NJEmHdIs9hi88/Y3BgdwNIUGFPm4EVyL86sATmIyccADnsD1OcEz4UeOvq8whzQQ0DnibBdiJOBmtqrM02UMM8GTlaTQvcYYbvQxUAy1hN9t0NCN97zbOCkBJDSCPvl3+BO+1fwNRhsn4IbIXvdaTVpjG566VHAfJpgQ/KS3GqI1hVErSbDmIO2Cmw92FTdGiUfFzPSwAAzHvb6ciQ36Rhjil4N9a2mH7wBsDfwRA/7K8vL7Lb/dwERA39jFLSpxaJqJ8XrJXCWOUj3xB+4gkMRzMDTa/I2lriYj5aKyYOGTOE6cR8gj4MDxgrw7dMn5mZlqNf2xdonB2LEfve1Ib5CJD4gtrdGddR1+L+zvSeIR+VWY9uYL6jVfSrOJBCPKPDr2gegIsHTVKJlflC93tqun6KnTKvmTahDXdDtOa2t0bWRpkCaE6rClIT9bNIeCdY4i4xIY0fhPKhAGz6M9uZenAlZN4dZfN340NjAlHptVfD1GDz1rjvbWZzVbF6ZtoyNXSdoimhXUofbIHwWA3OKSDSQPAmomufK+u17HtPEWpUSIx975InOXdz4fIIvy8alTYQJgmRKsD5j+N0EEeZkvWV19ksI2aRh6BWAHt8yxMBIV+pX1QW2UoOtTwM0uvfRoA4o9ab0YPc2DKmmP9MyQhe87xURk3GpJWQFCXZGNHtWJcarjYIZywd7nryHN6DO9g3xXrGps5xkrBw7i16G/va8MJjliAGWvLDIzFj2ZQ3LeG5ktKLBL5c3Bxhw2NsATxywCkJ6Icn9t77+NeQ8HRF3MCaajlgK0oJ5c4gVs2YCCcQFpbjG1L9BcASL5hTmYD/fhRE3PDw2bGdQ0ID24hr07kCB+mS92bQQQDsakp/LemV3XBkUYoWURm80q2JURZ/M+DR9iAhtYu9NXoggnaadJPZgd9eFXb+XvkwQwSU73YET3+hx3RbaIU7+0GNyhw5dGqgXLBrs+4foBwuobt7QOeTmDvNDo4bUl79z3wfErmvHWTASSNPMdHPD/s1nvHr1hrff3/PdN9/xk3/3c0slkYokIWYlTonYZ8rlZHS2Tw5UdRDCJtVOnBqTgAH1qwFlWo2yL9rRdeXhV79mct+AmBqhGBtoOtzwxU9/wvr0xMPjI+14pG0XO0y0EvLim3pC7zLnxxOlB6abHXFN9MsFCHSaOTP3TkLI+5n46pbps9cs08x2OdNLMeNA9SIfqK3StsrsKGeI0cCHVtGj+RqEV3fs/od/SgrCx19/y+XhkZ5Md6/zxFoKj89nni6FKScOMXITAnc3e+J+4fT8xIdfP/P++ci5Oyjh3iQxRaZ5YlFlbo0UEnGOtMVYR2You3HuppXPMVw3A1GX5uCbxCgfxqmbDDC0CYU66BLom6NjEs2EV3zCIU6NdNBMBxiZXDbjsgqbbvQXcHE0WSSbEjQ3RFZQd8Q2MGfsC/FaT0vMlgwxEHA/kIb8B1EH7iJJoEuk9Q0tZpwpMULxGOZBO3Vao5klenJAbQ7Y+tQ/JC+58MLMJQoBft918VCQZOwjVTcf7iucEyxAEEvEGNXavIe1IqdHi9jbNpj2IN3SO5bZ4n7bBT0VdNnTN2vKwuWC5ois1UCY48kYGCXCHigdXXZoOUM5QUuoWuQqTQi1ors92jbzHOkgwSQLMmcDpk+2poyxkQn72cCelB3YFljV0j2Cm2CuK3K4AQfCdd6ZzGa3wOlshslBDFwq1a5F3WwPzt50bMWeoVevEKKxvMqz7Y96QWiWRtIiktUYBFGACuWMzHub8EtAT0fk1Wdm8Boi1AtoQcIEWzUWzLxDywltlhamEonLjunVKw5ffMnt51/w/tt3fPPr3/JHf/onNlHUimQhJiVMiXDYU96dXtgo1+GBmtdK2ZzJaWwxHfu+iA9a6nUGEmpFt5XHX/ySHIJFLfdq+nQRpts7vvzDP+Dy8MDjw0fq05F+fradrFXi5A1tEDjsWR+OlAbT7YGQx94vaK+EblHZSRbyzUJ89Yrp88+Zp4V6OtmeVwqhm2GhqEW591aYvJEy+SjGajge0dIJr1+x/Mf/NlGEx1/+hvXjg5nX5YzOM5fLytPzkafLxjxlDjlzCIHb13fE/cL54YEPb+/58PDEpTbzJnHTzpgj07wwA3OtpJSIOVNnG+xc7j/yuG2stRGWHSmFq2+CgEvK5FozXAddADlbsdpNIS4xGQC+nuzvU0bqZgAyYqwpj/0kWMISrcE825BnmtyPxMHxYB4G5MkAD7J55NSCTm5Y3MwfLiQ39ukGrDGSH2OyvWKYSBLMdL8Y4Ep0CUfOhNTQZY8+P9PazhqHKZkZcExeRw2/Dj/LtdOzJRP1KbnJuYGvo8m0z+57HfD77ofVneGFdK9BhdqKex+4HNN3BdVOiMJI99A2pOvgrYzd9qtcgOu/5+p74DU3Dqx4A9Vdu2INoLgth9gQCLxWEKtHtF+9S7zv9RrabSfVxyf+nsHroe6NeBDoQWnVzHGDM0CsEbdGVCPuPfHJxRJnaXj91LT7jDgQXKbfm774mHjpZi3HkO7YGyZvla49gl+l3n0OKy/SHhklIJ9+GB0fafxH35s/kQShBMVNNiMd87RUGUwg4UUvYe9vIJDBE8ZIsbjgLgHEve1UrZ6SRo8Jkc0Gdb27tLqi3dZVq5XLunF/2sjHC4LydNk41yGlET9u/DNd2TWOUNXqgMpgXOgLcKsDvLOBvgY3KhYLHRndKDHaOHy8ZzBWRvfat0uklUbrSu+dJiZRuwnKVynz+bIgIpx7oXWhhGjmwwLr5ULRDSQQ8swpdO5b4YsWOKTOVzN82Apn9sZ+a53QOqU1atvIUyJPDj4Pg1vUAxzkeo/GvQ2YFw+frCnH0AfR3A1cx1rptGbgZuuFWA0Y7c3P+088D1OMDvpFByWMJHBdKxhoYr/LvYjU+ozukq8+2CaOFwwwxX6Z962+2g188eEHA5EcAE14+XziTEIf7koIxjwd61ix7xtMIlcFG6b7dxtA8Fhbglkd6DAU+le8/jWMZS1hRqMY0tzxqbWhodf4XbWLTBBCUTTOaC94Buw13QYJ5sKO2L8DLNKnoiFZKs9WHHNpmFvx8DpxbdegDzkiq3XDUm/sI113UPzzBmvuVIMd7mIPu00c29UwSgYCJtjE/cp0cWq2YqZS/ntf6MCf0vQgBpO39K6GrwwkLk82Cepq5ofaLf1iwMxxgu1si1IUcTRfwmw6eQl+WHhzfJ3qJDt4xr/R7p4P4cVJP0byzYFXX33BV19/xec//xm9wtNffM9TvmH57MDlfKa24hGWStuKad+d1fDygHozDkYpbA6gMZrs7lNga7yCG37yXLl88z3h81eEZSJoQqQQNDDdvOLw7/1d2j//cwOc/PsEgOVgh+M001XZPj6xlY5GIQbFnHJcMx0D4bAnHA6kmxvy118TX79iOhxYPrujvS+UdbXP1ZVaLRGmuu4/DkqYG4/29UwrjXQ4MC078ttHqnTK23cGqIWExkAtG6fjmafnE106N8uOQ4zcLTvylFmfT7x/+5bvPzxwCcbXTOJmXx7xucTAXjs5ZkKOyH5HE2U9X7ivnQeN1CmRQ7LDyqUwDABlMElQay5Frn+nfSC70Z4J2hVwUGcDBfdQuG5QniRlOnl//sXXc2022XEDZLSTPBpTjS/uHhrNpWn4uncZBHIFR0Urg1ETsxX8qTY6iVYvjKlqkIRK9WevoJh8rvdAWysqag0G7uDtQKZgLJMQBA1mPqllYySFgYGXOphqImi9/OAt8q/tK05I7eiyoOtm/ibH4bLfCMve9itVZNohU7TIwNs7OJ/M3DViMcAYU0GfHw2Q0WbgQjlByfQlI3lPf3iGxRhDIeyQm4huhd4F2gnNYiktRaEJerlcQRBKgV7pkhExs3GLPaxojPT2aBOovANJtPPZbv9ZkTwbyyUlk/ZcLuZ1Mi22lnMyj4fqaXWjwo3ufeJ0PZtgZdAna1Y3Kzp4dQdbB91cPC9oujOTz3qE5QZ9eDCrAMEAvBSQ+QY5HtG0g/1sTMkyGEHZvks1EFuyxSFLLZB3xgBAkBjJdze8+vGP+PInP+FHP/8DdOs8/cXv+H7/iuXzW9bTiVY2i3pE6etqAEpIJgOyLsJYXOrpJSHa2et+W7TqE75oz9a2Elq3P//4yOXX3yBffUbcLQaatoIgTLev+erv/T2+/8U/M2DDzdCDKtzc0lM0KU9rbA+PbJfi0zWYp4D2hB4vaBLCzS3h9o50d0v+yY+JX7wh396wfPmG4/eFer5gUh6ltkZsyloqlErCp7XFzHP78UQfe/9+R/r+I41O+fZ7SyZKMxojdds4Pz3z9PhEF2V/c8MhRm4PB9KUWZ+OvP/tN7x7+56LU+ZjFEIwj5qUJ+YU2dNJKROmhBwONDrb8cRjVR410udMjtlBh2LJOrVgNYsXk2CMquBrotsMXseZ0LuBJsnvXynOVJkNBGzDUy7YPV4v9kxUe54o3estMUCld+jVTNgHsN+ByaTeTJOtidrRtcBusSK8dwP3t2oslGS065YS4bwhhxva0yPk2faJG0vLQoFytFSubaPd7JG1QatEbT5LimjsuBYQCRMxRfSyEXe36OlkYG5XIzRLNAA/ZsgCz4/2n3+PXy/npzU2NuUdKShe+4mAumfhkLb4wM3I5zaAFW+sbEJtDAhrU8J1gGHntEt63Uuw0xm2aC9AwRh4jD5bPgFnwsBlwFuAGN2QEu8dnAViImSuTF3zBRlEwwFw2u8N+Pu7NNi/vLNFrLa/RgKroBJsPtwBj0UWfZERIIKGyIj9vg7hu6fzjK53TOYVZ1q16591sf9zle7QkR5sX3GgaSQSjVvFp7Ko0UahzgJgVI5cgRj/+armfaHXz2vX4yqfGt6PEiEUY3c3DCht7aWNckPe3pVaKufjmQ9v76lpIYTA8fGR48OJ83mj1cKQUbXhxzLqUjGxRm8G6osPBcc6QvVlqKgdJaGTyWOpjUAn5EBrnVItjW7Ux9qDJdGApdJ1rt8th8QhwBeh82XOHFKgEtkEqgSqdjRnY6heVtvnQ7SENJSPXXnqymEqfDFVvmTim1YgJxuKJmPYbn3IaTAPE/cv0eR9pyRnPbkk05mIPr23/hyujAx7IHygPwb749r0agAj9rwGN86HYNHJYj+XBjtRncmn7jnky+86cPUeZKgmRNyfRLszPByZU+OR2UrrV+ZK18E8cfaJP7fdE6UGmyRgz4iBiW6qG21tjvb45fnpdj42NS+nsZPoYCk5sBbDCwD0A14/HERxrw0d/1+rawuN4WANmdgh7NF6zBZlqWqTAdtkKhKjL0ivFIPJYmyjjo66Na6bkoCUlZ4iI3vdbkBxx2tHriRaaoD4wUg36rWoFaOt2cJqmzWGaoUHvbpvSjOQIrie3ulJEh088Jvp35TmaKzP35CRroNvEtrRke5xBYocIR0GnL1DXOxdnKWi68UKmmjotTpjRxxgsl1/MyBFsAa2FL+WBvpoNS0ZJGPcODdQoiUhHD77nDd/549Jf+OP+NHXX/LV04l+btTT0QyfLhv1spmxUdlozYokwmDfBGtearWNximX6si1RVRFK0bbBVBH/yqhz/TjM7rMTlXPhCjM+wOf/+THiAr1/iM6B9v4tgshZyDQEmhOtOcTW7VUKNlWQlHm17dwK/Bdg2m2QvrmQNjvkN2OsOyZlh106Gt1BNVPzdaQ9cJ6WY3OppUgCYnJpuRrQQ43zG9es7y+pV3OrPdP9K2YR0itlOcTF1WOl5VLKcw5sQ+B22Vhd3egXC58/HDP+49PrCpXV2vp1fWskSXCPkcWdQPj3QJ5opyPPJ7OvFs3TjoooOJTQLmWFrgHDhKuqPDYQNXplL13onQ3XUxXhokSIJph0zhU1Z8jPtmQNbrsrosfqk7hFZNNhBiv8i2N+aoZHlGvQ+KDexjE6Kk60QFNqiUoJCuqey1on+x3SfNDw9Di3v2g643mfx9jAjXWTVQlVAdLoyVtiDZ02gPdPZLFQUKsQRwHdGtWDJarju3381VMoqjNDvF+Wa24XkDmPb0JohPhMKPljKoQ9gu6nWnZ0nGo3Zgjy2SleJpsWdVijZn7iVAKvZ/s8N2MsdcvJ3QDkYTmnR3W2xm6vBRIeYLLGbl75b/LgFsDyw5w2Uwa1sw3BD1Bwdh9h8UMitcHuHljsp9pRo4Xkw7GydbdlF+Et7U5SF8MpFhXa7hUIUdUVzPjnXawrqhGkxfVDuuTGemicPcKthXdPNb18YGQJ9tfMUN07dVYLctiv/P0BPONAVC7GR4fkWm2/T4ldF3tWcoLIs3ktEGQnMnzwv6rL/jqT/6YV7d3HP7e32H945XalfNmnhz1fKGdLrb3r5v5NLXivhnuc1bFWKZjujiGIQFnbvq5vBXbgxTb58jo8Qk9Le5ZMxGCsNzc8PXPTMqzvvtAzwHdJViVMGdwc2+dMvVpZdsaLZjBcayN6c0reBOQ332HzAvh7s72/sMB2R8IuwPT7mBMuMvm0yY/f2tDLhe209kFwY0gk6c9rTbMORyYP3/D/Nlr+uXM9u4jfd1s72+V/mR7+ul84rIWppzZh8jNfs/u9R3leOTh7VvuP3xkVczYV8Ro72Lx8nMUdjkzj4nbfgfzRHl65OnhmQ/PR9a1IGkyctxm/izihvaIQmn0nAnBJDMmp3dTxJw9arT5eWq+J6rtamyrtXqj5aB57yCTgXxJTMqBlxYh2eCpWeqZ1ELYGajRt/LCWmkduqfvaEdTQLfN6p39zp6pxVKlZNtgvRBCIrx2f6X93oDIaudcP16Qw8LoAnsvsBYzYJwndFqQ3omtEXqHefdidr1d0M++hNbolw5TQNezGdv6RFpiQNdCL51+fPo3ts3+VXxNQWgq7l9lTVZrlR7E0gDVfM26uieNn7FBvOHT0SDZmm6Yv9Poo6K8MFDsx+TKHB3eFTZbtGn5YG1Y/25P62BeW6vg8kx1pgOdFiNXa4gxwcfq6pGwMroKmvkHFk8WsmHaAHlGL2HDzxbs/a6eJXhdImOAWu24EJOOS/fG0Fm9VwBjGMgG9yBRCHhK4QAzdMhrjB1tvap1rtoGZjR6If+uw7w/yNXzbkR2KGLsd7B6nmFnO5rW4YUDresVrJLeDHxSlxaJgUpRhByhhUTBEkFjEBt8O5jWa6VPiaDG6JDeqaVyOp7R7z9wrkJIib6eqZcT5bKZfWXvLk35hKmgijdCjH5QwT0wnT2mFn3L1dMHkx1rcE8UofVObUorhV4Lw1+mNQPwbVgQrhLBnBOvdnd8TuOLWDmkRCCjvRHrRtdOmGZuPrsj5sj9R+F4XJGcSSmjwLE03vfE6164nQJf98qTwmPvhBSZJrtL9dzpFUowX6fiQNu49hL05dnRF7CrOQDh0IPdcw1IsGfJfkyoGLvGcLrg98Wei1iag3De+fZOD5mi5jMUh13DYClee3CuoI5KMD/xYMlXodn6be5vKj50UfXneUSofwrhDZBIhpeJ1et9sC3HANm/AzE6UwUznrVl76vb9hHxvqaqMZhCjleWDjh04HvOD3n9cBBF1ZyuW/fJlFjzjhuliqXgXJM0umnGJURCb/TkiSFdDTkUf/I/AUEGrV+DI2YFei+OcGEGgUGN3RD9AWm2AagKOJomn3ivjKZeh2Ef4HM0K9p9o6etDFrUiDhFDTQQse8UfBO1ZRevMc1BFdP6dfOD7eYBY9uRRaYp2OQmGchk+r6h3S30K6PHFq7toOYXg7pJ2/Wm+gYSBuMDBzdsg9PgRnL9E9p1XCAIMWduvvycuy8+Z/r8C2R3YzSyL75Eu5K/+571ciTNkelmx/Hh/VX60PEHVTJtXc2ETnxyMNDEAfqpNbtjSmGfrRLJxN6JtRG7Wma3y6Ti3Q3hT/+QkiMfv/+Ocv9o+uStWMOfDCDqW6WsGz0l5LAjPxkNbUqJ0hrkZKjklD1i0R7msN+R58kKPHeKl27sixiNBrZVMyGVkIgpE1OE9YJMmbhkpsPCtG3I45np7pYoDTk/008X00BG4XQ5o9rY54nbmLjZ79HeeHr/noePH1lbI6VATMFZVnYFJwL7lNiFQAZ6imiKrL3ytBa+v2zcV2gSmFJ2M1U/MAalXg0wE2eW2CuAWAPYqfa85Bc6G63boRaDD+2MEWKocBvvcJ1ED8PBEAJVP5k694I6ZU4xFhba/b5ha767GVXw0ioE6MXBPwD7e5JTqx3pDqEbuNEMKJFoviV+bhjSrc0fkWhGd13QHEjJWFum6/RSYUx8pjyGFu4jbawYq0xMImjX7Pf3JU3RvrkvR7WDZ55tu1qfPQnmRH/e7Nq1FfQCcyT0jRZnCN3Yf7XaPl0rlKFdX02qQkfnGXQzzH1b7SwJiursvkUBqEia0OcN3Vvikpye7QDfmkWoAq10p70ewY3QuKzGTHn9GjaP6n34CNHB6nWzvbSulv4T1HxTcM+f1gwYwb1eRlEXveTaLgYwpIjOxsLsLaCXJ5heW+N7LmisECa4nGwPcOqotAJJkRat6dws+lmT+MREjT01g17OwALT4oCGIHe3PkjoBhitG3q7hxAI08Thx19x+9XXLIdbEDsPDq+Mrbarle34xIc5kW8PHN99j5bixYdNkHWaaOeLgT7gLK5qYMrQ0Y+9359p1U7oBoomgdCN+RGdTRlDILy+Q/7WH/K8Fe6/+S31w/3L3p8zZNs7WqnUdaWnRNgt5O1CFGWaJ0ppbgjZLN1hnq0JUQg3B/J+Rtfia0gd+LXCnRjYmsUhSojEnM2z5XJB5kzaLeSbG/K2IY8n2/spyPMz/Xii1c4mcH4+glb2846bnDnc3qC18vz2LQ/fv2PdCilFO1eq7ZcigUkCuymzT9EYlTnSc2SrlefLxrvjkY+XQlclT5nQsOsimExqNBbVTLK1bnSUEDOSkwHC3gjg/10c/L52c6XSa3HdfKJ/Cnr7EINts3SfFOnFBigSkzFVBKhjmosxRlIeeDlSCxKyMWNCMm+BsjmYJVZLxAjL3p6DUtAYCXWjY3Hp0jthigZuVasVpYJqsUn1PNG7nah9N5FCQlq1Gq6NGlMseeduQbXadDsEr10jUjeUTt/vXLb9+/sSgind1b0UBJNZanN7v35lTBiRwepym00FL0u92VUvaz/pWLq+DBdNSvPSAIJH8WojBMxgM+CSYGtuA81AHJffWhNtgKI1jrb/dA+VsCm3el3hgIvY5+pdKd5IijNXEzaVVok07ebpgrV5rXr9mOxnRpyyjon8qOxGz4+5skTvTrs6QNHtGpqng/2cfU5v/dRAKXBpUpIXVjtigCZY7aXq6hf/bp7SM5xjDHccTjEO7Ogw0XSJBIOtjNVIAe9x9KVh1U9+Rgdj3t7C2DWbgTbBQKQu0eQ92q+AnLZqAPR6Zvv4kb5VS46jk0Ij9mrAy7WXtd+vwxx7XNhevTdJLs/2nkjEAZjBdXKmRQhXhYFWdcNpr/Hai4woiBAVajBmRArw+nDgR1//nK/6mdf1kSRQMSbdWY0Ft9tN/Ojr1zyuje3xRE2JHqOBXyJsPfP9KnwWhJ9G5au587iurD1T1PxfQoykGGli17d1B7SBkY6Egw5mAtyhR4+YV9RZGcEHm+q+MoKZ4g4Po6Dm/dMdEBueOCGO/dD66egSfSE6oIKxa9RBRQdzdPjXabrK6MY50nzNqKsZBihioIVJp4JR1K5YJWJsuNHfjAdErj2KeF1v/fk1ynooSBD/Ga5Ygd1eH/imyJQTKQq1FGpXqnbjdOgP2/t/OIgSXOdY/QEQRaq6osavfFygu7s7wR84NY15bf4MGHWU7MyPa6PtBRfdDtTiPgoi1F5tMiFcfQ0s67sj0TcUlxINM1qjqNn7aq2WrONsFwkT467LCzRnzX5MmPt4NopriKhMHhbUMF66/Y4wRI0mqDWKX2uGkokVfXhTRy8+qexemCpIRlK2BqU0axI1ELJLIyTZBFBwdg+OdA8NoAEpEtQ+r/im2rzwDSA9WFxnskJZYmDaH9jf3sKlwOMzPJ7g9oDsJvTugN5MHI8nat388LTNJRDINwvb6UhvlZEBrtQXIIxRMcWXTS6CNFvUYbcj0ck//or8+taK6XUj5hk9NT78n/9LNASe/um/oF82M+rCtG69VGqp9GVB7uK1gUnLnlQLsXamvCfsKnnKZjQ3pxczstqIITItC8feqefLlQERpo5qo2D/Pzj8JXRLDAqCLHumaWI6r+jdnv7ZHv3mCUqDmKhTZOudVSHHxI3A3X4hz5mHd+94/PDIuVSLhZsmJDr9sVZyDOxzYocwtU6cJ3RZWAOcLyvvLke+WzfOQRwYUt8I4BoT6JC0XJN4nDGCXI38VEzD2P25uyK+LmeTGK7yFrsOxk4R31D7WNPBGSjdGFchdAjRJXfdn0G7/9JsSqSfUHUHuyswqKm2V5grvR2EgsnQtBYkZUKrSLZJQe8TqsXAEsNmvaALdC204iai1Q4wCbZhppgQSQ42+vypWzJYb83XWgJt9C70sjoE+vv70my+BcYssnvTt0oUi/tFIuxfo32FDSS7Bw0N5oCsZ5MYZDc73S/2d+KGgRps325nqBkuFZmyyWUuDY0dmQt68wouZioceoVbB5ZPJ5eAYgBiFqhKuF3g+RmZ9rAWk0nuEuRmjJCtIHO8fgbJE4gZY+rjIzCh+8UiTy9n6NmYltrM1HUUdaJo6Wi5GPtyivD8bNclzmg4w80NrBt9O0IokG7h9g4+frQ9fknGTrm7Rc52zXU92t5ZT8a0KQUpXiCeLrDb2dT+cGNnR0gmUXCZqwQxpkpKVpjEQL65ZffmNe2TAiZ6sZNjpC+Z89ORWoyJIuPsESHf3lGOT8Y+vEpIvdAYhV13vw0bmdnncDlR3O2JAvnHPyJ/9prYOnEtxHlBz43v/vP/BxojT3/2577383KN15VaK31ekFevGVHq6WZPquapNc074s0r8jIT5wWZJmvUW0VLJYRI3u/Qt516Mv090QAT2kTpzeRpY+/XTlxmYgiw35PnzHzZ0Fc3bJ/doscHk3umRJsya6tsQJ4m80E57EjzzOPvfsfj23su20bIweM7BY0RKY0pC/t5Yk8gt0acZ3S3YwvC+XTmw+Mj704XVsRYlXTbDwVn/TioXAoyJa8+E12MMWoSFfeLsi7K14tLF0eccbTPZt4FltQwkhU6xjolhWtYgPlL2DBEUkLydI1GluwG4sXrl9p9atmN5o7Rp+0mh1HvWlz06WR1V5qNXbbbEdYNDguyXmiHW+SyoqG6VBlLgToc0PNGK8WGdXlCFz83pokYogFmvRuzKU9wPptHU3XJz24y5lgDvRxpdf3vfX/9q/zyio7oE/ox7BPEm2S7d6XaMCgGGy6KuCk3Dmp4UxSDEOKn7I4hn7VGNwVjnLX+Epcsg9XmEhB8aDI+iTob4wqOqJDcMPpaGmkDAk2hNutFYnjxNKmqtNZprV49UFDBHCCtfpLrhNPgiK6doN1isJ3BGsUTafynh6QG72uGZEZ5semU4BKEax8yPD0GS8CruE9YLzom/+qAjYw75kMsb8mSwf+0IC5bcquB64cbeIMPvGQAN17zuNTH/r/Xm4o193AFvRAhhk6OicpKx7xSUDMZEF7Yzr11k05EqxV7KbTT0cHahKZAF6GUDUohayHlZJKb0q7ffdAwRtKM3ehmA+erHjZYP+T1p3qNbACK9V3BUCd6sNOsloJKJE+JlJMRB9aVQ0x88dln/PRP/5ivTo/sv/8l0gqXtCCl8ljO5pOWZj6GxP1p5XjpFIUeJxvkRkEl8qFFvl0bb6bMIcBXU+O+bLyvQo/Do8SsCpo2l9f7s1Rdgj/WDALNz2pVjxKXl/NzpL/6Gop+CaqDgr2r9ZDdQVMPUxmmu+bD6VYc6pJ4/FkbJvIMkC06kNoJzp5qCr2bz6B2deCl08PYXewrBHF5kD87iF5bc2TsNerwwohUDgxjWrPWCjYEp1kgijMwxjMy9hozy7XP3KXTxXKMeu9X8+h+VY/8t79+OIhS2vVB7drp1R6eQIGw2KM6dNHGUTNwQcBMxkwvqSGYtjYEo3MG/FDzjZJkuvIoYwjpC8iAA+lqgASmJdTW0TaMdjDEdsQki5jEJnlhMSBbrOgVsUPcEnSCT9grqu4BEQwwCahRFQNO+7Npm61ZA1bakDz0hopHArp8ZaSSGOQmRi0dN7cVl0wEn5hgD4TLOYKbzKo7EocQrvRcwFMFHGPuvrkIDnJ1d27uBjJ5ITVNC7e3d94gR/jJV9cNtZ9PfPjV71gfjqynR8rTETPqSYRshZRJYfQKHuEaPGH405j2Tb1go1QDK0MkKkyfvSHfHEgpkVRJU+Dm5hU3X/+Yk8LTr35Ne362h0Q7cZ6RlIn9QlFBDjtkW2mPz0AzAz5V0k9/wvyjr4h/8QumrqTdDpVA21ayJxLkZWHZzQ5EwWBNBX/4DLtKRAnknEkxkoMBMuGwJ5fKft6j08Tzt+/RrRCWhTbPqMDldEYRDjHwan9gubthrZXnjw+cno5oin7AG0QTVElp4u4wc7MsTM2/zzJTc2LbCh9PJ74/Vz6USkmZCT9MP6G0mf6xITQs5crZYHRUs6XOpPhyQFb1lBL35nHfk0B7cfXWSI+2/oNvhFcpl9YroBnUiqKhOwaMveQFw1V9qA6ghGS/M6hRWaM4IIY9H9rt82h7YcJogzzhfTI9BlSSF1YV7dFo3URqv1w399Y3wGKte2toaKT5/03enz1blm3nfdhvzDnXWnvvc0421eGiE0CBfSMIbIKNrJBlORz2q/9ThV4cYfmFVEMKokkRAEGAAIF7cW/dulWVmafbzVprzjn88I21T8J2BAsRJoNmbQTiVmaeZjezGeMbX6N98uI1lHE+BqQEqFrfIl2vFcr38uGLJhleBvplDm1uxpmx4U6gw/kE2FV2kY4L7AeZxaY5zv4MO8kkxF50NcPDDlscxht8OWGTzFUZXMao5ZXOy7XD8gQ2ih107or47U0X7uLYAD6NOu5PT7A/KDUgjbpMBsOfLgJS8k4MN2twFnuMYQggfkSzReDpKMA4TTJy7Zqw+/kEuz2+as9RV3zcw+MFyg6WCyyPWJrgfMR9gOENTOi5XM4CHVJ4ugB23BgeWeD3BlyuigSXx0QDGl5GUpmgV73GvrBNl7zOcKOkkS0dz3JmmvbcvX5Nie6iXI3UYemdDz/6ksv9I8vTPfXhUdTYPMTZv9LOkX7U47ta0Li2FC8zrokQ3bF1VsNUCslh/Owzhrs7chko5gyWubl7w93P/xJH4Onf/CHt6SnkKIqWTmUQe9WNdHtDX2b6+w/QOyUXkifKr/wy/ku/QP6t32Fwpxz2kIx2uVCqIpKH/Z7dfhfAsV/vYAGvwbQciiIip4lSBsrQyNOOdHvLUDuHwy0+jRy//AZfGml/oO8mvX/zhZ6MQyq8enXH7s0r5mXh+P4Dp8dH3Ezsm6Kz37wyTCN3twdu9nvG3inDSNrvqOPAPC88Pj3zzenCw/FEN7FU0jC+TNFrMClqjURDtSy+LLh32qSmNUfqn6jWHky+yjVNKWV50LRtipsFPqNkkVSrCuGupoRhILWGVYLNE1TsbPi8XptAMVgIoLKHcXiXNGitYbrsAfobPodHVV2v8Sa2VmyaxIQKTz0vBfZ7+umMl4nWTWXO8Rnf7eXr4gv11Y0M6cM83d681Z4Yppd9FowpKyUkgBnOF9Vdw/c7nUeyWbCsFjoRpWIyaOI3NOFgqvV6paMJv6fwRWhO6pCLOnuzRHbDU6JGTZHCHbV7p22+ZNHwet+a+Bfowf3q+ibfFJdExF2/y7KecwOx3XgBDLafe4U6XABOc7++Rv1rvQ4RUxleGBtXFCKLxUq0Fx4pL2bgYj3kaEY3mUPbkBNUmstVK/7PCMNMSQ16Vzy0hl0ffeP1Ob6U4O4CY7ZmMRHt6QZwxPvQ47luXhob+NMdsTMMthhcfBvUKYkT/nSwhMVnhm3MGHnP5JLpF0lwmhAv8pa6lbZnFmzl1uh1pdeFPnfoI7ll2ZacZ5Z5CYlJlSkv6rG0KC1qCLa2m80jcJNFiZW9XU1aBQK5olPGcdZgUfaQ8WjgYCG/yZbYHw58khK//qu/yH/+X/8dpq++5Nv/8R3z8zOff/aKI3BanjnWC3VufP3D9zwfZ+Z1lZw01o2jHuNY4Usb+WKBw1T5NBtf9IGHmjm70Jw8DLEmAZdnS12rZHQWgEg8b7Y9apnWJYPDlNyZos9x7wILMXpTio3O2OgBzARymmp5d9lSCIzZpDZ6T/X3OYb5W30v8ESfS/iiOHhvwSYKoMe0dwhgS0V4GD7bC1Pc3OgerBU2sRkRdc6VaaWfET00ALLtqADWo5Z4qXNwF/4QIOS6dtaqWsY2PHIDEb/D4zuDKJ7s+ub1MsF6CfKIYxujhA6erg379cRxhDpaeym+CE0yORZ7oJVJU0kxQBrWoORJE7mt0klDMDucZEPYNeh3W/aYeEehkjwonH69yHVhxjEUFGQAG02NY0fT6RSHV0zOX8DeHB9Il9GhQaLIMXuTIgWHVdSl2PzBnFCSRGWTDrjFdMZlgBgnIlgLgRCkYQhtsd5ry5MK8dbUjJqJbRJCR8sfea6IRIg5lGnH7dtXHN6+gimHzjkW2PHI6ff+DfP7e3pdqM+BDpuRxiTDt8sSxlzEZjAsYqRFS9TVpOUQz90KnRV6YxgSu7tbhpRI3SjTwM3daz7/m3+T3a//Bvl/+Iccf/+3GYvir3LJDIcbbZahsDw+s9zfB1KbsBQavZsDtVbe/es/4vT1O3jzBrNEfzzipzPp1Wt9njkx7XdhBouM83oLVkgLh/dEygN5GKWXK4U8jgzjyG6pvP1rf4mFxpf/7LckHRoVJTmfT8xLZSwDbw47bl/dUWvj+d09x9NMLUaaRrGnotHIJA63O25f3bLHyK7X7OPEQufpcuHbs6Q8cxkkUcoDV9+BFMtqozFu+6mHR86mXQxarOfwqQn2ljcZ6XlKKqIta+82yYJoDc8DvZgctptF4g5qbNILLQ53rY0SsouUQ3O8Fdoye90ASF36KZ629oeR8RpTiq2IL1lShW0/l50SlRpAw9NeTSM34edSxVIhkOdOoO1g4yD03WQiZ8hA0Whco/riuVmSs/z18vi+Pkro0tMA0x57/ICPmd6q3r/lLEAgD+ALPu3oh0QaorCZJnzU2W9UgVepAgXvGS5dIPtQxPYYR4EVrcswdRRAb2uF6VaT6l3C8g6GLr8iz9gu5F/kYLpufhxN3gdNxuO2G3UXZcQCBDhoT3kHzmdsjAGBm3wboti3acQ9ZKAWo6tpUvJYHWBe6VvUckn4qv3opYg1eJjgcoHzjOeCjwkOd6QlXm8Y79JW6GewTNrtw3tiBiqUG4wVq0uc/2C3N2HG2q8RrcwLTDs8DSSMYXfg5tO3HN6+YWNTbiu7def9tx+4fPsOX2fqw1NQY400SmfczvOVmm/bpG+QSanXMDAvKYYDLe7NQQk9tTGUzO71HSUKu2EaObx+y8//vb/H27/8V/nJP/mfOf7WPWOOBqSMlNtXkJxhKCwfHljef4gJmgqrnDLpdketKx/+5e9x+vJr+PwzyJn28EQ6HkmffipZcc5M0xQmfMjbqTZyyawudsYmeyrTKE+m6ZY8TpTdxG6p/ODX/waXtvDTf/JPld40jnhKLM9PzEtlGEde3dxw8+Y1tTaO37zjeDzRDNJ+T8pJ0y6MYsb+5sDNmzfsUyL1Ti4F3+9Ye+f5eOLd85l3T0fmPJGHIiYFAtAx8LWJ6TMvApU7knZZkrmhdaUftDj7O2CqI3wDE3JSPVLkSUVrAjh6mG/nGNpEfeMmbxVLktjaMIILrPNSIgUux+Q3pttjUQm8Si7n+QXQ92wCAr0Es2eUBMmd1ONrt1CAu1fxXE2y6Lev8POJcnhNvyz0nOinewG+bYVjNF8GfPFzumNKlmH7Mou5E8azzqBSvei943LkzzJn/I/x4dY1BIkmPcWQQ0PxhKdEqzrbU1KNqAZNUa3CG5Lu8GiqNAVOJBSN2oJVkixSTa6sj3ZtzrEUDoTIh2jrK/DNu1L+Z7zMY7u7/C7cyDSG0smWGDf2euASHVibB7Pa2aJwG2o8G2DNxaKzxJAz2TrJGgsu7wXvAiZM0LuD5Asb6GIvwATRLPboUbKFZIbt+eSX5h+/HtLXNtKURCR8xq+l+Eb+22aDWMSWEy2FB/Frk0tF8lAOlKH71oiGR4Xe7Xj6/lGfRjS6H71O30Cd8J6wpGFwd9kumMW+G0hd778HmGJdaVi1RyObC92gnc8CWHr48xE94gaCbBnSEU8s+Y7Y+dHRXeu5ZPpsk3dyh9Iaa62QnJ4yrWuYvUlLtqjqnIxX+8LbBJ9b4q//6if85f/TX4M/vsP+xW/yo/t7zinBbuDNlJjHymPPnB6fqOuqYV8YsfcaqVGufvLDWvhyqbwtiTeT8fN95qFmftgSjUQJEsEaazBEinHvqW/92OA4I/mUBu9ae8KW9fm2rihjj75QA3mj9w2SCzAiGPJmnRwS/o2F1TdPNENDpwh72MAJPZNgcoUaQ2BFi88hfJWqfLi2vep+/Y/4rGSjsRFcU4Cv24DGzIIhw3V9b/tnO2PS9rxD3KKvEfmgN5d3o4sgcQUN4Rpg811xlO98Q/Sgz/bersiP9yr36e0N2OC2aKKtb1Nrl3t8lsGSJ2TmdgWkBAaYZTWFfZPJCJCwoAOGUB4s6FreohbcjGcCbfT4mQBWAloKJG3TSsU7rgW1YVybnj++pgzEGFOvnZhNRnHQVS2KTLNp4y2iAeM5UWX+dm1qsyZQ24fmfSFdE4w+ckwOk66Uipq7jQ7lruKl6/1SBHMUAl0UW8Iwz0GNRruIiTCMTDc3DPs9rXXS/TNpBV6/hpQ5/eEf8+HdN9ShM68XKp0+JNppoZ5mIYqbEd0G727mTvGeK6FH732w5OgoMYXaKDkxDZPcpt0ZDrf83F/5K0x/6S/CF5+SdgPDm1t8SKxPT5S7PXl/Q6sLPmTa6ZnlYWbNRo2iM5nRl4XzV+94vLiAjNbpxyNcZnrttIuaJXNoy6rosVppAfp0jNq6dNW907NYSp4Hmdcebsjryu7zTyh/7zc4/6vfo46D0FpPLL1x6k4rmbtpx93rV1jJnJ+PPD89cVxkjJyvQKOoatNuYj+NTClRENjYclERPV+4fz7z7fMTD7XShyEKBb8eLt496LKSdOFqxjyYGJLaoOldDzaYxVQpJRk4tvD/MJP0aUs/yGFq2VVI9dbQVEIgqCcVQr2YCtzN3FCb+Npw9bhwU5OcTikqHrHSIdWq8iqwjYVpL4caAc6RSlABtbBsKFhE5flmaAfkchCCTQtn9XjPTedImy/YuMepJFcSBi28keI82XwTuhzRvusx+R/lQ8Wg4eeLTFBjgu0h+fJxwnzUesE16V0TbjHVOR3h5gZ6xfMIp1nv7y4DDV+agPGcJTezOLIbMO5VZIH8QQ43MGUVZ4Mp1X1Mce5H47Z57NgkM9hYC2nc63dlk/lrynjLV7q0z0eZxLpju4M8R8ZoMlOwE3vH2yUmNx1bF1jPuo/2e3y+6FzfJfz5CfIBX466SzLYelHiU3KoJ+zuE3w+x/ltuC8wg+32eLlB5kjSONMzpAFrM4w7fJ6x2ztsmWW0S6ZPBU4nyS4OdzAfcW6waWR8dUe5vaECl1rppTCgm/Hb45F3H76lFWeZL1Tr9DHTnmfq8SJJTK0BQGzsxsqLuSP4GhG7W0XdVTw5BnWl5MS427Nt8eFwyy//9b/Om7/8l7G3r5mmgeHNK539D48MdwdJlZaFXjLt6YHl4UxFccQ5F2wy+jxz+fHXPF0q82VlbI3++CigqnXaWZIMc6e1xnw+s64rzTLOSjc1grWqafNtiDFO9DJgt7eUZWH/xefc/Jd/n/Nv/QvqNIaptbGulXODXgq3+z13b99gJXN5eub4cM/5fKEPWakxQfRIBuP+wG63Z8yZYlqTvQwsrXM8Hnl4eOL9/T1PFyVUWAsguYjd4bWppvKGTaPYKLXSx/AdWVeMDNOg+i3u3GSm9TwkgXUknct5EHvKDaYJX2ZsXeklDGmHogjbVUayhAHo1TQW2LyxaDXkdWCDyewYw3Y7TRzrGrVMos8ycMaSzF9TVwOG4V4FZg+jfCrMNfSYJrxmyYxLgkHmmf0Hn6uJ6o1+PEvGO44Cd3Dq+yfs07fkqrM/DxPM50gjkiRasqcAjtfl3/Xx+h/0Iwerguait6eg+8MV8NhkPfpsIhbWo1aIZEXvDU8vEsg44fXnCI/om0QnzowXoERfJ/JLZ6uSLeqKFk1mgzA67dBF989m6i3cdNBFieImuYmvsd+7U1K6ypbcwwei16j1IbkLfAtPjW2aDS4ppiWxL1z1WQpWNpvkZUNtNmZrMF/c7MUiNWorvWKdo/bRkeoWnFnXO1TMru/bBqAkBI4QXU2MdfV1/aPS3cXwj2dzfZ8JoGb7aNSGC3RX7WlXIChFY9uiOXVgiwX3AGByyeAZ80SZ5FPUlyWYSwG6e8NrJ/WElQCQ1jUY984LhWYDX9mMXALU8QB2QroSrBUjlltKpCGa7vAAzEOh4KxtCwSpWq/DRBkHck7szHlVMp+VzBuHP/nqxPj7z5SfnvlwXGjnmctX9/D6wJQ7N2PheXaoF9Uo4w5PRb1Klpl4jWTWlcxX1fhsXTmUxtvB+MW28u2l8I07QxnJSWf2vC4hNal4H1lalxdY6i81cXz2kud6hGVGeEJXilEPcMWCreUpWEjusV9TzJYNsY21Xjdm91U6E8xiC+ByY5C87NeueoxgvZjrDMlKkO0B5HiwRPLWvwdDdos+TiEn3frLDgEgETVoDOy947m8nA0bmBcLPm9yoL4BT+r7U7puLF42WzAgv+MZ+WeIOB7wOuuybJ2UBjbIRC8iBSMlZCYNFYrhL2BlDHRSjZSQyKbCMBgWbiqK0/aBBaLEBojkggCJgFzLSK/a1IpbCkPNLFqmxUqRcVkLYzFCShTpJHU7oIJKZGOwPZKmMUUHpVgm0LyFcVYJKuwg5Dxl3MUw8KSDe6P1afMneu1hHCg6e2/6+6tJU9/QOFQ8YEJdXYBJSikm6oG4biwDut5nPOioCfIgmntbosZN8q4pmdPpzLt379nf3rKvK8uXP2Mohfc/+THf/uiH3P/kS+av31HXmX6ZNcXqTq8CSTYK5Dbl35hAm4GRnlKFNWLNzMQ4qyvjqzeMYxG9sDd2X3zG+Hd+HfuLfxlfK+38HGd4Z9xPlCKddbXMul5YThcami60dSHXih92WgcMjPtMP9/jT8/Qw89kN2r5ZPkXnE5nzs8n1trDeVzsiA2p7Qaeimjsh4MMaceJaX1gGEa4f+by4UjLiT6vtGxczLh02JXMm8OOISeOT88cT0eeL7PugJzjckuQOmUc2Q2FXcoMnjSAToXZ4LQsPJ7OfDgdeXc5M5NJZVDyzFaE9Ka11FxrzBpOivURQB1ReHvMbLyBFTwTEW5+PUAMwmDLcMJEM+VrYYMHBbN37b/e6Sa2kUCbeqXkEd4ovVVSHsPsOXyQeqRk5Tgww79FF5/MqK8UG3c2EzCLKQ5w/W+xUwrukiykokJN7uEZetaEeVnx8G/pllXk1y6Pj8i7T75NarKaLwdymFN+jx8+yZuAaYS5YtMO8yTPAhNLyLtj80V+JNvZl26xxwV2twFgiVLvONQFXyIW2M9AgqcjadzBscWAY4ZL01l+eyfWSrdI9LqBU5VfSZmw4wn2I2ZFjWDrWNa+p18C0ZXfVF9cINrSdffMi9gu0w0sMWF/PMrX4VzDlM3w41mAzTDJSHPcwzor/cMNP1WBNidJeHqe2MB4nx0uz9i4B69qKsedfl9d8VrkH7M2aM8CUsYdXM747oZExrlIl3y5YKnp9m6rPgfv2OWiye5Br4PjI7YbNdVJCcbC6Xjk/dffsLu74+Zww/x0pgDvv/wp7/7wD3j44Q+Zv/yKOl/ol4vkIrXpHq6VzdzN49zc7nJzj70U7INar2c/vWLzzPjZ54zDQDZIrbL7+R9w87f+c+yLz5Vudn4S3b93pv0kn6zaqDlTTyfW5zO9O82gXWaSy19HU7PCuBvw+3f44yMGlGkij0MU8oobPR2PXJ6eqbXRtuYowPPWKu5Gz0WGqIcb8s2BYTcxrivDbkd7eOL5/SM9JXyZablwMbi4M5bM3d0NJSfOj08cn554Pl6oOKkMakOSUnPKOOjsL5nBdGb3XJjNOM8XHo9HHh4fef/wwNqdtNsrPthjyrcssNsT7pTIaVbnrtUA0g1JOLvr7F/l5UMCX8QM9VSwNeKML5eYWzW4rOFtk8OQXGkavnY1pfO2/rpA1GUOwD6And7wZSGNk+Q4ZRRDZlUsMkVgKU0pgr11cp0lV0txPrvr+8LoE9cgxlx1jqxfIonRMjZOYUy4JTkV/azzWSVdbfRJseVKFMrAgpUBS0MwVQu+NlrJ9LtX2Pc8mc0DIN2m0e7QWrA6LZJ5YrCqAZ5YZp5SDC/02WiiHT+0d3qO1jflK3t8SwlUAxNALSapviVq9Du4TO23R7dE65XFO+nKWhDzzTBKDhPXqqES2VS3NtU8ORpJN6eb6rCEBWldjZejNBOa/FbIAhBSy2x+Kz3Z1qlIKm8hU4JoELOGMg1gm9br39gk1PH1V1dNCLk1bEacH8FPGGIg9I9ADIFYG8E8X5tPMeydnFMM1uIz3RpHtj9zZQNlZ3uCqtlNLIXmvEj/NgYDGzrDFUixlEQyTkpkHYaRm2lgTc66aMjSumvAZojZ75Jm9doE3JnFkDyFJEhAlWK0I4UyycDXNr+jGMAp9lhNcQd6rbS1SkafNkl/yMSSkbyQizGUQkmJic6+du66c1cyw7cfqP/TPyedPtBOZ+bLhfNlhflI70d8udDmkda0pqpl1kgXGg2KOUtCFhPeePSBn1Tndev8wCo/GBL3a+fcRk5NNW1JmWnQa2qrZFWZ6KG2xdVDxp+cZsEED7DG8CtjaRveWsh2NjDMo25+2aIBkmEhmQmpWiB1/f9tH0o44SEN69AjPCKAkb7Ua6/L9r1Eak+AsDmF308PZlowjBpilaSU5K8YoGtC3iwpm0C6tHmpRL8Skq+MwOASDNfapEJIKcXv69c9mpL9Kanbd3n8GSKO1XD0vio+7kqnCa8Sr2rGMgIYrF3p+Ne0iw3YoMOgCb5dpTHxpMM4lVpFqSRSfZpSVDwc/fEiI7Wgt9LWsGAJCc6V4sVHRf0L1rqxNYRmCYETkIImmXkMUKYIfKCHzYuF/rHLmTlkLGI8BqDh5UrJdiowQls0UcHCld+D6aLLfbswtv+1Idg2vZLyoMahh5FuD6mORxNNFxulNxWh3vQ1ST4skiaoUFuPZx5+9p6vpx9TLLHb71hqY9yNtOXM6fjI+fmJVlf6vGixDQN2WvWZmnxmemxcx/D2p9FQgnJH0CattqA7ZnbjQIkLqJjx+vUt/u4d5//2/0b7+gP3v/OvaMtZtLRpR8qDQJPTmfXdB3yp+DTgtZPXjiWnPZ/pux2f/JW/QD7s+Df/+EkIfM7kw440jqQsXef69MzzaWY+n+mthnmQ1tdaG3NvQvKzzL7udrdMhx1jnZn6yjBX+PKBulT6UGjzzKV3nhdNau9uDxx2E8vxzOn5icf7ey6Xiw7ocdAh78EKGgamcaSY/H88KWP+PDeO5zPPpxMf1spjM1re5Ce6yIgJEK1dqfUCM1us86zJpW1fL1+eq/dHDbAvGFqJKnpb67QE9DCTgpf1dpUGbdHD8hvxJF8S6TSj0A/6oFtMozYqXimhs9b6tZSwIZG2iOSNFeBif4h2GwaCAVomX18mElcvhox5xcqk7908lEyHtE9xTtRGCwKwRTGvSyXAU+Qx0NrCUhf91dVL6Xv6qF2T3NMTtp5IaTubjD43fb4bs2TaRzy1CdB9PcLlgi1d1NYtqtcLafNvoAebaqNsHvGbG0h70irQzlrDdgIlrNzhz+9huMOS48cTvaS4/JrkBcnExlgWSU6qq2lqkvZQm5qpVPCDIuaNDpdngSmpQh6xMV8bP58KqTclAGXJmWSY2QQKXWaYXsHtK4G47QLDHr8sYtSsHe+zCvPbTwFXmo8rdtYvhg2FtH+lRtA73L5VStE6S365POnuqBe4vYPasUPRa3m1V2rOZVZjy3AtYixn1qcTTz/9hm9u/picEvubA/NaGXcT7XLk/PSB88O94h5nSULSfsLaGmc44bsRID52TerSoRJT1DBNdUfyjDjvxt2OXCTVLcDrT16znp95/se/yfrVt7z7f/4O9XxUIXN7Qypx9j+fWL99T18DpForaalYMurzGd/vefuf/TXyzYE//u8fJN0pmXSzJ007rMjksj48cTxdmJ+PovDWiLlvlVobS62i1hcVdHf7W8bbA2NdGHtlnCv85B3LZaWNA22+MPfO6TLj68rt6zv2+x3r8cTp4ZGnd++4nM8yPhzHl7N/GhmniXEcKcmuHhNrrzr7T0eOT0fuzwvP5/XqS2Vh2ruB26yLWBNh7kldQlKlKXnqXQOpACo8h5yy1khWHAKIbjFQqvJUCYmmahP53On3Vsn5UsFdMdo+JLGMkwm0DDly78FM9IZFIiHT7npfWYszfJpIa43GuWk4U1XLOSYpWJZPno17bLkEE8cFOjan73ek5YLd3NBX+QLh9crY9HEgWRJTKilFkjRgu0nGoNNezy8M+VtdWM5HgWnD9/vsF5u4Yq4Y0LQZAfeQigRLsCFGa+4mcpSDW4qEEILhFU1OsitjBaKJ+YhZkJAXSHcRFaK4DjjAX8AEFwiTvKshNtnVFjOyJcrVo81kEt96TOn13CkWUpwAFK4USMki1LEXWrXwWxETJq2OvEsDnJZrol6jba/KSGQyAuAla04feWN8VC7Hn+LdiOG0GAXu8pa5JpXE9/nW54B+d3yXzpKXnyF2++b1oiHy9jNSkpzKiT4mnv8VCgrWAiHp7znH5N/ZUnsC1grJiH5nyomSBahZ7QzDgJlR5xVvkHPBh5E6N/AWhqIaXLtLGroxZez6XnUlJeXw/OhR4+JXiZLAFvV0RlJN8RFDwjshE65XQEg/K1jIrrVpg4y/kztlaexaZz+N7GonH0+8/70/xM9PzB+OnM8Xzq0xWCblC921PwT0KDK9pAFLuleW7jJh7g5lhxfjW0v8dJ25K8br4vzqofN0qvxxMxY3CO8/MYc64zAxFCOXcApx8I0Ntn1uAbZnd9baZVUQLNINcNrSPc2SapmSFBbQ/epjWJKRPUAZd9UlbQsSSR/1mfJh7BsTrUv+ZgHepJLo1QVoJQs7Da5eQWqdXRJnlxGwgMAwh70CdGEG3R2jkfK2hoUrhCDnCowZKe6SrYWWOqYE82UzYQaBRAZ6T2I/fJfHd/dE8VUmQUEDYizBCGkxCZmCdFHxcOWlKubKtxhkki7ELQKxV+nVA9kVbRlpvbeJJlnFaBnUoLUmOqflqx7bkkVT1eLD2MCFmLJHWkm0oLHvq6bnKeiG3vF11u8ogaJuzrZeNanY9IFxqLll6HOwL7YDDb3W7QOwmMpYetGTD6OQ5o4K6OTgWQushuZvXWEc9TpbJBX5C8jicWBhLxuHDY3ucQNULXA5IjexdZJxvpz48NXXUZjBer7IIJWVernQ54s+G7TIhAaHp42r0OK6kWJ9WPhbWCThEJOFHk146wzJGM2x5mArwydvWdeFb/7Rb3L6yT31eKRf3pH2g7SDtdNyp7ZOPc90S9jtDdYbuV+wvTTgrXXYT7z5L34Dnp9I/8s/Ju9G0lSwcYLdTnGXHXrtXE6PXJ6facsiw+AApOZ5pq5dxq0pM7z5hF/+B3+b+Ud/xPrjB6GZf/s34H/3d1n/2/+OFWMx4/l8YV4W9mXgZpxoy8Lp+MzTwwPHx2ddBjmTuoc+vZIHZxhHhpgG9Cyd4WVZmBc9l+dl4f1y4uweZsTE1CCKaDZgMECrACVU/3awhlHighEI8cIWjb2LzKB8uyDNNM3Z9qXg2et6leROOsKN9VHjcNWH7WDbpJqQZsQ6ySp6VRRoukTQNVN8v5nR20J3TS56XSEXUgA2ljq5RGHWapytsf83Kd1mVqVNLHDGO71WLA+UFLK9MsbFkK5HQ1+h+4W1egAo/Vq0fV8fTheLzrLOx5sbfLko8SY5vn8twKo1WHTe9fWCDTs527cFL3uYxmjADDs+QZJJpI0DrC4a//IEt3s4z0DB5wfs9StNpNuqRLHdADd32LwCE3YbzJCWoS+wv8XWip8XpdN8FEHjpeCXWf5XUxicL5U+P0u6UyY9j2GQjLSedYbgpHUJ+URXM//wXhIeA9IAQ8fPZzVr04CnUTTvaRIQQoe71yo2lwbM4AsMO90NzaVPXp+xcqNBw/0jvL4NZuGsn9kdH53kScl38wy+yky0Z+2rywKHQcQzb/IkSInz6cj9j39CcvjgUI8nfFmwtkiDfj6zpfF4a1KhpiKgKO5M39gE27aI+sZTmML3jW2mBszXRrHEGEUVy0L59C3zuvAn//d/xOnH39KPR9rjN6S97l+vjZazEjPOFzUNr+4g2Ie2F8Ok9wb7Ha//m38Ajw/Yf+/k/YiNA7bbw26v/3VNIS/HZy6Pj4pJjrPfe2O+XGhrE0vGEuOnn/OL/4f/kvkP/4D1R39CNmP/d/42+e/+Hep/9xMqxopxPJ6Y54X9OHAz7fDLzOnxiaf37zh+eBBIkbMAEDOsVrIXhmHQ2e9G2yKWLxeWy8x8unC8nHl4+MC8VjG5NqCqN0lpUENrrSvFatkGSh5eBFUJPu4v0/TNcDEnGbdiL/HF4W9B7wIYc9IQTKi97oxBzC5fFVeNSx5FinogJoSK2FZza9c0nPjZ8ZzZQBlcw6Wmc97rTEujolCXs0Cb+aKzp51IWYxcm89iEZvp+6ad6s22DZi4Tqjdu/xPph2MI35escMhBkybTC98C05HFlcDpOjj/u/nkP0P9CHiZ9zNw0ARd59WO60RPhqNotFurKOAAmJ45tGo6Qe6mIAl2B+IDZssflnfBiPah3mDWiy8JDaa/nb49C4CNxaAjWHhf9H7Freqc8dS3AH41T9+a+ZgG1AJTIkqm03qvbH9BTi4Wpj4vaUYPSbp2cKbIn5Wz2Gu6apZElxrEjYpxTboiYGCxd9dn9T2PajCbwEDbf/sGyjkzscR0S9+GSHBiJ9DnHHJ9ArVlYilvb3GTYm0QSrbu7S9+35lyoSgKbwqCk4jUcugoXvT5zYNhdGdnI3qUPsGbjR5ePkgAMRffHOciH7OBqnQLFFbl8dRSLwtF9IoKeCWsCUqkZHHAs2V6IkkZr1WbBX7rPUwJY731I2wB0j02mQ2CpTupGXFimHrGf/JH1EvZ86nZ57WheYnSs2sDufVxTxJI1ghD0OoyDO1dtbm6McmhmRMuVBJ/LTDm+XMftd5Wzq/PBgfKnxdU4CRYn8lE6PSTTYE17SxYIm32EMWn61en4dxelTivcujaru3zSll8xeJlb9W9RZDwrMQqFTyVc4r0kScn9cKP4B3V0IWngLMd1qoQGCTBMnhKGPalxApqpt5MQGAbbs95PoWHivJBFglgsG2fctVCIhg1+3XioWmP9tV0uMui5KUUhw9rjhpwXP/347E/4/HdwdRyogtK9BIJdJ40MWZpklmYq2jeITtl6d4bQ3SpEasxoQijgJSFrWzrfHmj1DiIO0LyQY6YxxK249N0ZBFI28JS+HjsCFjW3pOLtEoeQA3FkZqJpDh40MqjdEoxomZBjb5AyZLn7wh4REbpWSfjhMIHRYXQVbyjulwwRDNrCuiU2kKmgCZyURNUbmC4GwYxI6pW6FR9b52ha7pgIvJkhETm+05oOKl2RU8SsMgdL9Vzs+PTGbk7vR5pp7O1HnBcqKMme4vDtV9bfR1Vdb3pof3fkUUN48NaYjbC1jViMbaZYpbZw55YGeZdD4LY7PE/W//a+pxoZ/PmkCMOv57XDz9srC2TktGvjmQzifsUkm7CduNrA9PmHWsVj787h/ws6cTXp2Uh2vRxFBgHLCS6W1lPT2zPj7QN8d+Or016uVEuZwpOZHXSsmJy4cP1G8fyKeTCrpf/Dl6rzw+PrMA55w4tc6QMq9e3VFK4fT8zNP5wuPDE7VVTV8tk3snZwPLDGVgGDK5OSkO8uoyOGt0VjMeauehZlrZCsJC3phbrUMedGm6JFwbwswGdiYVvZa1jgRcBCPDdWGJ7qhSpTVJaSyMZcUG6bHHYr/jYpBtprEBVOYASzWhls9E3rJTXelBluWfokYg6/fbhmOYwNcu2m3zzVRZ+7SHXI/eaTaS2hpa66oGs62kPARQ1MOWx2NSkeg9jC83jyZTqdPbBXwQmOvtanrVU5EsqsV58n1+xPTW6ko6vBIQ6KPO59dvZc54nl/WVhKD0JuDr/LmMLFCvEcTZaZUnjLCesbXGb85iJ2SR6yfYCrgN1iXPhYcnwTs2TzDkHRZN5mUMc+wn7C+CPOdJhXxiWBEoIZxn+nnWWu6RYM33UBdsTEYiNNeE/ayF7iyzPreYtEAOnY4aB8mBDgQqSLjDX45CdAZBp2F0wFvF7g0/X3vMs+8+0SmtH4GFmgngewTcDpDUcPoycQ2GXZQgqXSXGlDlxm7mSQ/BdK4U5HQw1drHESpbSuX+w+ctrP/fKEdj9TLjJVMGRK9Lddi23H6vIgBEnetBXPPsmjsG9tAfksEOAueNeBIZvh6YZ8yu5RJxzP0M9WMh3/2O9TTTD+eZJiX1Jl0F5W+ny/UkO/Yq1vS8zM2e5z9A+v7e93HtXL/L36Xbx6edJYMk4CTYdS5PwzBHFpZnp+o9x8Uies6+7116vGZfDmSy4itlZwTl/fvqN++J52OsDuQfukXcTqP948sOJdknGql5Mztm9fkceD0+MTz6cTThwed/VlnZeqdkpVwVQaZlOfe4+x3Wm2sa6V7o5rxvKw8eaJNE9mUkGTRXCrKeNRe62IJUEoYASMQfJheWIgouUeS6tgvOWvvlKJ2rAl0EbNlVd2xMV5yhkV7CiswKA5eyyQmgWXU2h8GNRtJd4ZF9C05B5tlxYuJodg1pdfQSoWwDONXsRxS0e/dDPNrJQ0C1C0nWFd8mEi1BWNMbNCtAe2tR+KQItOZ9npNwyjg5fIEuwMs4fmTlDTjQ8Zawi9HSeq+zw8DzJWU0ZzFTdfhxgStIe/OQNdwpHfHujOU8MxxNTcxgbzWKBayQPPwtwKxF/5UM6+my7a620Ou42rYzKJJ02kVOF4K83zwLmDBw5tFsoBIkbxGuOj5cP0vu/7v1brzo6F0dzXyWxJMd4/JuQAAqebVhPUtMbMrRlVgiCMCWbwe5089h20yDvan2rjtyyTP9pe+Rq9YRqLx3GMmtP1EriCKEzHVkV6yyV64TtdCqvHyWzdSTtp+kqZ5UUfp922GoWCkAlyclpLaLNT0l2Eg5WCbBEClRhb5HQWDwltTTxNDNpdLPJ7EvzEz8hRn1QYubahWkidmTgJba1+D9RSvsPl1kOhuV0mnJ5Pqp8hI1d2puXBuC8tc6VOh2UhdG/35gfV8ZDlf8LZSJsescmlw7IXZEjVn2jBi4xgDjHjP2iIVA840TAyjFASn6vykOrd14efGzi+MjYeaOLtxhKv1A6aY76U1Jkuk2iJ6xCKpx2OWqXXbk9hT7rprSh6lEAi9V85G6haCrI1FFTL3lKKOgJQludxASMITSAt+8xpJL5+Dbf16JyWdBfLW2+Lsi3ZsDG1JRquNlCNd0PUaWoAsOfaqx/lxtcAIP9YNSPENy72yYnTXbEbMKWRMTsxbXUqUHlup9xjQbgfId3j8GazHtbATJcxXw5th8zVwgpESE/OEmh4KG5Id1Vn4I5im6zrp9MqHoq/ZLuhgUSidY2vmQkvrzkuyzwZ09CtYYb0FsMNHh2BAwesaXycAZMvDBqP7HKyTkPfERuVqlBWHkzstZA5iI1W2Q8g3D5Z4Oht9kR5FRttQ1KQCu2SSNeVm92hwuyQ6MtWt2g0paXq+mS2lmCgFc4a26r0pJVBZvReKuaz01mm1MT8+cyExYPRlpi0z/XyWlCMYCrmkYM8EuhvTHcLczSwuIq866oNy5W2Jxkaft5FovZHd2X9yx/jqToZL80x7PLIcF8yrkgd2A71W6jyLXQJ0S9RhDPaCkGevFz1vr7TjifLqDWW34/Lhifn5qNlByEM4HMRkcOjnM8/ffMv88KQJWgBwvVXavNDOC0Pv7CeZvd6+eYsfF+r794zLSr59DZeV9Uc/5eH+gctaOS+V1p1XNzv2hx3LZeHhfOLD4wOXVV4bdCcnpwwZqx0riTKODGWkZDmBdzQ5SeMAzTgdJeW5WMwfIh1q88qxPFyLCvJmumcR5+X0UuRPEmuw5QFY0ZUWyGEqUbCEVpi41NuqPbppIFuN/aXDLsX694g4e9HqGm5NBoXNXwofK3iKgqnp73rVZECaRiHG0ts26pVeeYWXoS8B0nScKm+iFJdBvcTrBtYZz7sAh1TMyScpC+jpjtfQwa+rLidW7TPQwRWO7pKZjLzEL39PH16VjJMneH4Sg2Pc4T0khB6+PLuQLPQqcKtMCEzpYWLp0JRAZje32Npwn1VOHe4gO74uWJ3x4SAQ4+Ygfw8L+Wgu0MAH1yR6kj+X11XgQ55I8xkOu4ge1tL1bdJyOeuov7kV268KtAVXes80YLOJZXMo2Fjw+aKfvbG2DHy+sGGIzLMAo6IUOeqyVZvacr3i8wluD9g863WkDquTbovAykowOBsaMBzwg8F80vteNmlrD0Bnj89nUholrbycgEwaDvTzCSsWUa/yofDaaWtluX9kJjHkRL/MtMuZfjxBqzTLUFcZAZrFvdG0L4k7LKaoHve92JBZQNKqO8e8q2lPSQawvXP44jOGt6/13s+Kp19Pa7DyJBvqS6ddLtK6g1ITIv0mdbHVvHYxZtpKf3imfPopZb9nfvfA/OGe1BvWJP/j5gZGDWD6+czzV1+zvP9A22qJpLO/X2ba+cLgid04sd9N3Hz6Gf58oX3zLeO6kl9NsK6cvvoZj+8/MC8r53Wlu3N3e2B3c2C9XHh8fuLh/XvmSzT63SnAUApWG5TEsJso40R2kab71kxOE56My+MT988nlqWTasUOkdpXFxwn7/YCH9zV5DdJm6wM8tfZ7cP8OTrRMmDdSfF3voH6OdhG29DHnTRfYogT+3ZdsD78qQbFW8j7NtZATKG9LmJdGZLfWY7aJFq5Vebh3jqdhdQ73SSRs2Cwtlrp8d8WRbKvC+RBHglpDnBTslDaRY0xwPFZgO1QYuKqtUuZwizWtR92B0neHEkNSwBFHXl0oCLaDrf0Zf53fLj+h/2QpEQ1iBu0WhV5HT5lHbR+cDWuhMQgWzS8XKefjgf4tvkgBGsEAXGS53g0Nf2lSe/yHNzadPCXVBlUMld3EZ623qBLkr1NplM0YynMkD2+zI2YUFvUQVxBnC24Uk16QCseDiPuODXqILFVrAerIRnF5cHQ4u+6ybekufwZtqbekqR6xJm6/Wy1I/0KinjML81iNB0oyYuLxTayfvkzEIlBweJJIdnp0JN86XxrktNmhBAgwya5jhKzu215EWxyn76BN/H+bKalDko2ywVPqwIbDIaU0Ow4GtqwdtDQ7AVIkWFtNLjROG9GtyQoJZPHMd4MuwIv5HatL1MYnPfWryBCd6P7ivWmZnnz9wiWtmpso9eVtTq+N9ayZ27PrLVSUxJ73TttveBtoaTOkNW9XxZYVqONRg2Pq1TKdb3VdaG1Rk5KeEo5SAaW6Gng697YLyt767wejF+dKs/N+cPqzI6MUbPECjTHBr3WHFusmD6DGH3qM9o8nXyT3bmsSqNvbSG/SVsgS5c3pAbRDmnQGmxdz3fzD7kusOgRAvW0zQPUoPYIj2kBfG5sNCFYsZZjHwazaPtRXENpuoa2sW6hhzdL159TvwKmZlHfe4vxq3rp7mgQp90FAeBaPA/tMt0ZiQA3t+f5HR5/Bk8UHRryip00+Qszm+5OatHo9RpRekHL2WQrxIlV4k3v4Zi9sT48xdRkjajLppz53rDN2+sa4hxsiAArLAeNv5su7R6T7x4N3cagaJGAEG+2BeuD2uNQXbEyqWBJ26EZ30sg5EkhSX2DsgKjNdAH2MMgKcw+kwUKWeO5h5LJ11k4yLjDLCIiO8J9S5zcYegKOth7yBcwU+HUij4HVATJewY1PaUIyFoWvY/utMuF9XxiLYUl0FGfF9qyiILbQ11ppqKmhgdKVpSwzD+jgd7AL6LJh0ADBTi97IVKr87UnSElNdS+impcEnnKpDgQvTlrrczPZ+o6RzTqhJcmVkWCXFeyOS0X5uOqjT8okvC0HnluZ/JuT552sL/B84CVRBoG1tp4+nDPfD5TLdGzzGl9qbTTzFwbZbzlzZs7bl/dcvvmDl9neX/c3JB/+RdJ397z/PjI8+MT58uZ8/lEMeMQMaTP84X7h0eeH484TsHJOTMkE4DiLlDHjLJ5hWxsqkHAx/l85v3lzD3GCgID4zO5fv5sEhR9f4oJRwr6Y6qRaJN1MVsNRP+auac9qD/mFxPZj0GRTdce3NcU5qvb5SbT4iRZnCXtB1Oxm1MKICRkIEH1xjd22hZfpqNNgIqYTyoHXOuODcNs8ipywovFaTXWYC7S/0fMKnW5Fm6GaWLULzTX+4FlMRmuIO8KhOlvWzVRsi7phAcY931+LK7lNi/YzR1MAmlt2OM1weCwC0lNJB3ZdvafgRIstnEnMGZdoY5ikjSX74AB5wvsd3A+SYZzXOExjOWcmCAbmC49rxfs7hZOAYzslHLWSyatMzbdyqdkkGeIUt9GpeM0f5m2Lx2vZ+zmbZzpwRDcgPAtGWTMAeQZfp6VRpTQ2l8cX571d2sTQyDvYEqoArLr2vf1ESqkV59greJLpP1gIVuqsJ4E6PUAM3BJnsx1d6QRdjvdj9MIw0EA1nwk3R7k6/N8wqcRJ9HOZ+rzM8s4sAxiWfXLTJ8vYTIaYGKw2TxAZivBLksZWK9FFOFgvwGdmzeCeQuTRtFke3NGVPhSBoFk4ygjuSlh40Hf785aV+bnM+18gv1eUqnWsFHeNGmZKQa9FJbzRYDWmPHdyHl+4rmdSbe3pN0Bbu8U8ZszNg7UtfL87TuW4zPVkpz8F3mZ9OOJZe3k3S2v377h9vUrbj99g8+zPDbubil/7j+B9x/49v17nh8euByPXI5HisH+cMB75/l05uHDPU8fHgEZMeZcJM1vrjU07DAzChExGWAORbXO5Xnmw9MzD81pNBizaq6IfFdXE1P7bRJ7jfFEEdzLGlJlgEavmxyXiP52fG0y90wJlhM+jGE+nvQ1yyLAMuonG0oUq6pv/CIzaMtZ7/O6KDGqNvm2gfZSEsvRLF0bspgn48X+FBvBz3NMKh0bp2AZddq60M8XMW1P55BpLHhbYb8Xtr+uME1YW8Sai/eJIdgsqo6BjF1OuiOKosjNMsnl19StSM40TBhOnv50U/p9e0TJCpZpkajkbkpEImo+uhikLsRakh9ga5qr6P0qEzbvNo8jxKMaiTOSsJS1qKc3ycC1uY6aepuaB2vAoim7MhVyoiTX/ojJ+CbNSRu4g12/r4dhfcKvjVwH1fDJroC5QBfYBp0dNXRqxgSaNFNgAfbCqBZjwuTB4S28TnM8ZxmmimFjtK3Zi77JzLCNheHxmgnWBnEMB8S0Xbsb4rCZiltE2yqTQw3vtVe0qO2jqU0mYOH6gmUCyQbpJPRFFp+PzqDogiIa2IdCGwb6OtOTKqwxGQNoqNCaBqVhfJraloAYjWuwejSIXqF38q6Qh4k0KmRBniaNVvuVhWfh67fM2su9VnytSiayuE83M1QIJrfH+qi0CtUTl5Rh2HOoAsqbBVjXOrm4DLoL5LZi1mjNaF4ieTLiuHMBy7gl5t64uNObU1QKxOBOki5yYfaRn7bGXe3ssvPp1Pg1N57Ozo8vnW4aJOcIc6itk1O7JjF5rGuzzctQ525rkQyL1qzlISrshpOVXIMLxLCY0Wd/kXPS5csZe9DDC3Njl1mwT+NpRE5ME2CZuPYuBb8yZDYfx40l5iZpqRKvPgJczWIQ6gHsaUhMsIgE3Gxn1daz60S5AoOBLaZY4Gkz3Y1FkC2zSfeqd4Xb5KsJwb/18d0jjrtjXmIS3jTQ7lEcD9N2XwrB72j64R36AmkIFEkv3jwm21ggTirS6TWasU3XWvQhUGMiLMSWSOKQB0SOZs7i1XhsEosnFC9gozpZPAcjWBbBHDET28OIQuEgMGIDeYJGJQpej+cYh3va0kagt1X0dxOo46lhLZqwZFeQQ5T3fJ3kqAhdX36mJTUXXQuBqpjDlEd63TxSOi+0KiRvCn8HNZwpAJwWFwXUy8qSL8xh/Jo3TNwDAApUvF0WNUopjHlqU8MRaPHVlDdoVf6RwS4bluJyO6fNjCkL61tXEk4+7Mn7HdkcWyq9O2urzHNlnhfp0konNU2T8ijpytgq+WbP2WGuK3WRRKMdT1weT5zOC30ayJ++Jd3e6P3IRQjtZeb5eGZ+vIdhkMxo7aRSuPuVX2TeT3z6+g3p8sR+mri9u8N+/BP89CyTuZZYbg/87Msf8fj+PWeHVjuvb24oZpyPRx7ef+DxwyMVyEmReUNK0mHmLUHJhabHnzdGl9NZTjOP54V31TmbnrvobJpStw6WCilHMk1PQGjYSSEvEIVca1xAl3AQw1OYoAVApsSeF8BTPeFW6EQj6T3Wq9a+5RLmwgLuLArfEG3KfLOJKaKqOeQ7Rqyz+H19K6Bin14PZAEmxkDKhWROS1sxZGqUCVmTDWyRiK03kk2auMYJaLh8GlDBRiWKMq5NifUADXmZXKkhXNm8ZL7Xj7VhXqAvmnSvixovMrx6hZ+6euxSZBI8HdT4n5/w3Z0MK3uCtarJOewBExMk6zP3uhnACvg2G+WLtTzBzZ1S53PSZDwYeHYYYD2KwZIGpX8w4CXj2VRMDFk+KEMSWG4J0iQQrUvq42ViYzdau8Ddp4oJtg0QTni9kKZXEd88yxOlhs9XMtih9J6UIYVRrAF9klkahq2rzvjpjnSYpDc+X2CeI7Z4VJEziVHDmrF0lifYCnbYwXHG8g5rM6lM4En3y/yI7SYBpfMZHwe9n/MZ81u6wzqvrMczS3hjlSg6vHcBSgZ4prWGr2I3+HaGtKrByPb/TZJP7/XqtaRivl8bYaVizUzDKMO6edHZf3Mg7/fSeS9VNhzrwrxUlvMslmB3Uq0yF5/kSTMuE+X2QO4ohrkMeMq0x2cuH565PB/x/Uj5/NM4+yVzcXdqSJcu79+pQR4FdqUycPtrv8K8m/jkk09IlyO73Y7bV6+wH/4J/vxEHwZsNY43e776w295+uYbLi75492rV5J9Ho88ffstT99+UGmaEjklSknYIiaFA6l1hjKQ8xDzoKQEwN5Zzheejxc+zI2lI7lmSqSUxb7oXaDGBkpA1E46x3pbSTmLfZNMYAoagCSLVJ7WQjacQoPeQqaWou9V4opqjxasj0i5cocyyqtkKGAl6q8quXcOLX0N8KQ3mTJP0/UoUdRtjvXkeBk1CQ2JNpeLgLb9Qaww0xDCwqelPz3Aza0GTOMe5irvhbVj46T3Om3Hf8cXw0LPjzu2O2igMCi1imxYGlS/pZBXJZNJ71A+8pX4nj5SIju0TQ67+ZwEmzolw1swS3Km987qqMbehhwuvkIO341t8txTApekwKJeFI1+q9/BIoFDYEMMnZJ88HowZJQWoyl8TinASYhqRn3zFbrjoz4i2MhuGJIuiOES7LBo1lLsN+EoSqEUc9jo1mUcnRxrW+thNK9Yl/dhtLdXVknrTVuEYMXYJm0RkCJGr4dBfzT613oGXmJcA3gP8CWwqfhtBJDoMQBPdHROR2jKVULtNJ3FgOR5QSR3Y0tmEfSU6HQqXT8jWIkCvVJEKPu1/kw501KmrZWGi1lXMiWicblKr2tYKWzdsF6lTjjt0bTbkcaBMhbybophueNVDO7N+6iv7WpH0PtF/ilN/iqO0n4sF2oXc6l5UyR1kjFqqzCbcymZkow2TdTzQO0LzSKhyQotGS2Hl0qHSoE0YM0kayGRcyYNWT4oS6etK0NKirQvg9iJjsCMlHAbOC6VHy4rh+T88q7zc1Pn1+rK0wzvVzVXlgu9C6irnlT6d/kUlpgTEueYV6kGgoOiNdI7PanuhYZnA9MAd+0yoBVTTCsub72EBXNxu+yDx9C8sdaudRwMg60WUFOsvrDHoN/8I+Po6NMtwNLNoLljV4DU+Yg908VqSkQvHWijhqUphlEeThOBBbiTiV45ehg3GU1vsCpo/aT4em397zY8/e5MFDNlVudRtOxMyGXCk2OIiVRzgSRXS6jM1ScjDhjRf2P6jTbT5qSsiYlQUJOVMwRKJKBzg/ECE00OPRq01iD1+PcAJ7Y3e3Ooj8SQ3iVD0fsUzyEOd0+ZxAag2Auya6I/bYU12cTgQM/bIwFF/KEM1vCeVDhvzvW9wjBdUT3M6WtVgx36SYuppQxqA8QpgzzOvIu2S7BgttMVU+Gt0alAnLUHEJS06OpCWxJrMpbwYxlKjtSAaDg/KoQtyUtCqHdcPGXQ+1w3OqDhXvEawEpJdDK91+tlmR32JTFZYcyJYRrI+x3MlV4bw+6Gvsu045H18siyUfAW6c1Hne5YShRLDIcDPg4MdWF9egjvBVjryuX0SG3x/g4DPRf6stLHBAPU45Hl8ZnhzWvYF2w/iP1hjfLXfo2bX/qC5R/9JrZUFQvrBaud8hf+PLv//T/g4ff/kD/5X3+Lh/cPtMOOaSjsdhO1N54e7nn8cC8qWWhV8ziSugxNe7AadkNhX4QAW0r4KEr+sq6cauX+cua+BwDlF8ymcFLPXPd11gWcQpss35PNlCmIa3EJmmUBG0Fb7TUK795wYroU69xzfP8mcdv2aiQ9bUk8myZWsbVZjWuVAbOy3QlwMqK/TYwuM7nc9604703PLeJoU06k6vQyadv2jg8TeCUNYrtY2pFao/lC82hkw1Cs95lWaxj5KkWMXNgikT2aCVrF8l5eHCmTYyJFkqSBDeC6TuG/x4/Ssdqwm4PMWsuAlVuEljdsiuL4dMZOjh8O0ZzJn4SWsSnBUASmDCN+PEaM6opPB6XMDIOK6CFHGs0AdQg/BZXBzMDBZC67sTt6f4lO3YxqexWjqFW4xJ2wNq3T5UwST0DPsy7BBLwIHFkugBz2leBSwEZNyteLJBRTwdcL5L1MmZPDuldh3nX5MwPtCbcb7aU+w+GV7rXelRjUVrjZi5kDsTYXWC+a8C9VDJ6gtrI/QL1gedJdm9H7sH8NrEo+6hW7NL2O/U6SwnWmnWE1WFtV+tvmo9GiGnJRYXX220cR6Ai0HxCTqAaAgmkI29GksxQ8DfR1edEgk5gsMaXMmBLDfqLs9zAv9Noph1sYC+3xkfV0z9qqIggvF4rBcKu3xVKm5Ay3t/g4UC5n1nfv9fn2zjovXO7vqetO1cI40stAnxdaymRgfXxmvX+gfPIJNtzAXlPhC53yG3+Vm1/9JZb/xz+UzI8O8wlrjeEv/gU++7t/h2/+5Ef8+H/8TR6/eUe7OTCOg87+Wnl6957Hb76l0bfyhTyN5NawMohRkwvDOLArmZxifU0jbol1njmvKw9PTzydLyrglhluboNRWF7o7sMA29nvTYDGvIBlTUBbjxpNALetyFjbA0QJxnCvVXd9UqKa5zBX7Wt4Y2WB3xtlO5l83nLW70P7iTLidSF5JuekIUowZzYjdM+DmI294/OspK11xeeZtN9D7/I7OTn99la+DbWGZ8miqOal0l+9wVujns+kdArwFEmYzkf8eIr93+Is2JH6CvNFPjGTa9/u3uDHo6I9YxrOWPDjSfXZkAXybgDS9/Th2/TWEnWttNbJKWbFhnwSCD+E1qIPVjM95CI/uGiAtgQVkO6mN8VUS9KS6bZ5XgC+tQsezV+kaDrBgNhEJTGGubJxjQ3qaDg5/Nog0tvgykTYMAaCZZ6JISGS1vSuDqYHU/iFYS3fps7WzPlLW6PeUl4O3tCYcpM9RtMJ1N5J1kld+27ztdhe09YIb9P9bdykZ6u2cfta4yUBaQNqcBebNgAsrt4tSk1J8ZmKWZOurws2w18BJno/NlPczavCtpkXbjKmZZNHYBGPG0k6uVwlNdVgXZpYd61KItWC6e/96rHhvQdBL+rXkrEhM+wG8m6SRCb8i6ghqXKx9vUakv5cewBIsSY3xnSYHcuvJZjUOISvWZ0GbJwYpwlzpw2ZthjVndzFquokqhlzu5C6fKJymVRvhryoOqFEaGRzmaiagKohS9IjCaFAsLU3mo18s64cLjM35nw+Gb9ycB5WuJwrj266U1J6kTd+JEFfXevgKvU3VGvEaLBuoGZ/6VG6J4XGuADMoQgQ3cA7CzVCj9Sk3sVKKlnDElmluBa+ITkw0R70Rs6FkrNIxIZ64o3JZMEMS/3KcnVLJDSg3+LNr1OaWKMevZO2n2qRFMMLXKy4qzG1BWDjnSTokoR6A+1jJwUTDVOEudJcvxuA/t2NZfvCC0DgV7RJlznbuyMgIij2V4r/FQVCB1F1SKsasS3tQDQOAikIpGsDWYDcrqhq8Mm48nQgvjcSHLYMenQI983IsOsQlKjMwBc14BDPVz/HLGmaEhOwl85VP1P52qIs0QSMOF3fE+ibbXKGFvKk0HhKe9vj+UoKtcU0WxxAolw5buUliz18InTQBM0pNqzeixn3j2JfWw/0sECqZHdoKu77utCzgKS2BMoXmurt0DFcLKBS6MslDJmiEV2XK4uHXuP16MD1pcfFlLGsQ+dut+PtJ2+5e33LhGlDYaRXd6SxcPP2c9Z5YT7PDMPEsiys3Wh1JjNgSQWkL1VTsKB1lQ5l08sB426CewE3qbnSQtCfcV0LU0nMbE3XDUaini/M7y6cfvzAz/7lj7mbnxl3e9qXX1G/fkfvnecE9vSeH33zM756fOSSjezOYTeRDY5Pz9y//8BpWbGbEZsrpTcKzjiO9JLx1hhS4nDYM45jGK2qeFh65zJfeD6eeHc5c7ERT2KApKStn8xE9ohC2YYi7wGTH0gPVhPxCabNgj5kV5s208K8iTKIck8U3SFPC/ZrXJg1qNiGe6NVu6K71j28Gkz7MhetuxKIckO0wLpojSZdmA5g4RGQELMGv6LdZglr0p5a2qmhNCWpWJKsSM7tMpjtXZe5mePd6ElmzSmStfREhLYrbrNzjQQPAFHyoYjctWDy1IXe6lVS9719zGfwmB5TxUyxEVLF0iSJZlvxaRKzIhkwQZ+19/LmiaWpkC1HqKZpMzJ4tX6GPqqo2ufwfzCoGcYVvzjQZDy+UaijQaMqepXLEQ6HaBQNioWs0uSVUxI2z3jO9GUJ3iow7Ei5w9KgOHa+kF6/BV+xYdLk3sQCsN1BBq7eoGf8/hm/2+OnRfusFBgzHLsAUN+LmWJgh4hSnecA6JtiiknYpeFp3lwJ8S6jTs+mc2ye9TrSjFXH8iIJT9nD/CApRXxcdr7AOGHTQf4Fm3u9hwfWUOQD5dLep2TYKBNeFcNRxA4D7XJ5MUxvDV/mMGQ3mUq2dh1AsCoiliQGaW7O7f7Am5/7nNtPXjEl03QOI799LRbIFz/Hcp5ZjmfGacd6OauwmWcZyIZvmS9rmPUqsaE4lFSC9WiMhx0QwE1znS0hP/Ku2eBuTJqSzzOGpmHr04X52zPnH7/nq9/5Y+5Oj4yHG9qPvqR99TWtdZ6S8dPlxI+++pJv3r/nkqSn3+/3JDNOj088fPMt57Vi+x22rOTeKBjjbqKXgi8rQ8kcbm8ZdzuZnGdNt+dWuVxOHB8fef/4yGWrN8ruWswmk2QhlSJ25jCG94to0J6y6pAe9Uoq1+aJnPRZpaw0h9rCJ0XvTXeXr08wxMzkTedrmC8Pg9aiJTFhXGbbFnr/TVLtdQ2g1LUHS4bzMbrLJgo8cU9cZsjywkmmSb8j/7v0eBRV+/UdnI9iuVjGipOHAT89YXev6JeQ9qwdKw2fKz1nbNqJ8XY6qzYYlNRkuwMsq0DJKvNcyxnmi54/en027kiXZ9o8w/n87+GA/Q/3cWWIdIL91OhuLNHodheAkS3Rk5riFFN4wwMkkVS7e6fFpNvpVFfZkcgMXdzSbCH7sRQsLE3dazDZJS3ygG1SVOSdYgRrNyTAgBE/wywGk0ZzePFwUJ+QLBgrGyMXze2vPVtTAxZucBhK8SrRzHUzAUD9JR0nqch5kYr0HsCEs03Ye3hzWN6gn62R1fuilnbj5WzT8WvHs/2tGDkbABU/Z0slwjrmIY8OMGvzEJJhrx4vEv2Xn7y9WoshWzdjc3PZ/pwwDRt9c1SBFgO2nIvOvnWhuZgTm/ee9a76kfgosOhxBIE5YK51NY6Fsp9IY8FM59VaYe1dqS/xbL2vGt4SAFisMxnuhtFoSgFRdQ07wn4BnJ4HVjP6MJIjft5yYR13LPOZ2mGMZr67zF0vTdHxY9krgr3PtNpZU9EaCmCi02i9Sq5rGXLBTT2SbSV6fHqVwk+7cVNXplx5PTh/8cY4t8bvXWCxQbkzIZfTWusv3iP+InUT610BKb4pIXrU9CkRbmda231jl4ldFAiKJMsxUKl9Y6JA7ZsHmt4/D+sOz5n8kc9M2tjdmzFu1Pk567mr4thAzk52p3u5DuFtA0xiD/TWKYNksphKKnByHtjcDFP0xY5LWpe5rtVNWgoe959pkGqbHUIwxP5/DaKIWfHRtjZl1fS+ih2SMpFP/FLc9rjAeyC5yV4aqz9lf6MPVlNzAnXKcvgPfwPLWb93XcEGfW/J0RDB1bw2bdHGAjOc+PcGV+dvI0zegrnh6AvcxC7ZGjlHmmriQ7KiJReINIBvHi+WoYTBmTc6qwqMshmwBuCz4T7WhS2lHLQ90c2uxJLaFL8muDfQ0qAjJlTIDC+O/GyFD1syCdG8VFi6+tdgjHSmmDKmlw2HKa3mCtKAM0CYUYW4E6+R1LMV1rVePRAkFTG6aw1k4OZm4otP3vLm9sC0VPJa5a0xTTAW+m7H7d/4C5w/3LOfL0yfvaZ99VPa84n1eIyNhwxnH48M6wUrhVYVpTm9OtDHkbkULtPASiPlHalVfJ7xrEkT7aSLcFkYzPT3um6orVFxfu1Xf5nL04k0P7J/+4p+ubA8PjI/PfPwv/w2/ZsL7+cnnli44HwyFPbDwLos3N/f8/54ZM2FQ+8MoKnjfscwjTR3qJWDOftxIJdMxVnXldWMy1J5ej7x/jxzT6Yh+h+mAlVeBWKLWCHWtr0wuHT7RF0Qk2Vckjrfpil+NdwV86lpz5Hp3vA0yJfHV66c6CC0fJzMFDNomSSH0bCSdQTgeBxeHccqojkGNXCTxhiSHTmo8M8WeKUxjBPZB+b5AqbJeG8zZkMUApE64iocUtbhqN8d8ZtpjAssY0TxroNG51gkzmAEoh3gUK3am00mV54nzD46p76Pj3EPdZZ0LIvlwWT4WSCxJr9ZoEkZ6MssNmLSxJzBJGcI+ZTXVZ9/SL2YF0hZrv7ZYRjofosdH/EhkWzADwU/PcFN0R1wUKoGucDtGEDKzbUMcRdoSejpKUPoczOcTtj+Bmj43MFWnZsHmWWqQe1icbQqBkYWM4q64gU4dXwoeO7akHvk79Ibvjxh+x30neRHLlkmZ490mwV80P2zhKlxuqiItBxyi4gJxML3KrwpMJgq7F4p5tUaPsVa32Seu4hqrjO+nEi8kvfKfKbbHl9XvChCfCuUmS/BNlMRyjgFszJi0XsX+N57fH6xl1t7uduJ5tlE3T8cdnz2xee8eX3HtFbSWslpJO8nfBjo+z13v/HXOb17x3w5M37+hvaTH9Menrg8PuI5GDFrpT0+CczLhcYKdWV8fauzPxfmaaD2Skp7cmtq0odgbpxOdByfZ0qy8P9QAdVapQH/6Z//NS73j9jpnumzt/gcZ//DI4//8H/lxz974sPpkce2sLjzZprEQlkWHt6948PDIzUldr3LA2Yc2d3sKbtRQ5yS2GPspzHO/s66NlaMeVl4fjzy4XjhqZkmjCeZ/aY0koYScoZNLhBlW9H+sloDI4tGJMf0ua1RPoQfyrpq/U8jXlcVq3mT44hh6uscCT3B/DLDmsxe8UZqq+6UcRSAv/lm9XodFHlIiKkIsACtj7rGQEq1m2OaFg9iCBvGcNiTdxPz8SzqeC5imEx7AUatYcOO3JXk0A+3kjeT8P6M3b2B3R58h+9voubbarS4F8cRj71jptfiJUVUeIN60eu9uQ3J3vf3kbZmIoH1VWx0ECDbCCmFxQBDd7C5kwkWkyutp+LMtXOulbU3gSpdA7ycOlZM3nJjZmc9shLk0abbVydV2sbdUZ+7GdVN9RUm9mlKkbYclXsK2Uk2STt63PmthyedRw6CX8ucreRJSZ7onagX3ak9LAsMsBRT7PAy6Z0xD+T0MuTsoEEVkXppklQ3FPdrUf4oYcevQ/co/anuwVLfwgOimnHoH78nV3gjOqsw1ScGb9FtE9+qOi4AH5njbhhONNUROmC2fUc8gmoXDk1XWZWqQn2du8xie1JARXUB33Pv9HkldUkpUuth5aimfgOb5J0hVlvrYgr0Ko8tT4h94I63qmCM2q6MavdtLRI/x178OU32DQrYfXkttRmLd+rhBpumkJZkOkbNmRn5Zejt0QCnpsy5NTo5vBdH6gCXvrCUAc9FEreqQZ+FfYL8hALcz0ax6AUC5LKUWcz4STMOqzOlzqej85dv4NSMH65N0pjeZdw+FKUabj4ym+Ar5CwWMn7rXXd8pOls/jopJFmetveJAJsCVOtKlurdrzN729gh5GCXd6XIlXRtR9iMo/MQiV3aTxYEDMVX57D9EHtIioNMptNbpycE9qSQqDmkYKVuQEe2LVFKgE+2YNkbYmKlrenWOdJ8E/pZ9KmKJ0/xu1PUjBs55d/2+M4gSjFRjuQ4L4ZJN8fKJGSqRiMdb7yRJDmIzahmqcVlZmxyF6EOESu5UehdyLVOsEn6967NI3plfLhr+I/EzzZvUbgH9a67LusWi2orqrs0jebSeasR3S5aLTbbEm+8B71IjabFBxGvSAVIcyiBfLYWJmympiLrvw3DS1Zz0bkudiyopzmaPQ9EMZeQCmnhW58xZMCqBbwBSCUODKVfY0WTQyMmi42URh3qEu/hSRp4HTo65Aw5P9sGPrVKp0qu1eLr45IQCwVeWDABVLnHxhlIxTiUwud3r3h7e8vOjbzM5N2BcneAsTCfTiznmS//9R/jxzPDp6+p9/dYHrF8EVKfC2SjnS/U05E0iOXTuoAVmyb2b17Rq7O8f2K1pGngOMXnYpTdyAB6HWaKvBw04dsom8MXn/Fr/5f/inf/2//Gh5/9EdTGap01J467iS+PD9z/4e/x3C48PD5xuLnjZi8vheeHR759eGTxzqEU9mVgyjFVmwasFPI6M1riMA2UcaC5s6wr1XV4zmvjaVn4dlk4wba6SHmgWCZ5GEJFw2+9f0Q30+XlwBa3l5rr9g/UzbrkbDZk0f9S335BFN/6XnDMBiAKZI2FtM7Ti7kUuUTDFJ7wBjQV5amHiVe41wsvCe+VTaa2aeYtiUbePQ5UXTLWYRhHFTcRm9xbI8X0OUWhJGqlXamDSgezmMpGCleJKXq8qYpADCA0pZAaDXR6BI2MtLqomEkWzLbv78NahRpA+apzxdIKh70ozaczbqPOm2mSZmQ3RfPSQm7TYdT5Qw4Wy5CAA6QLaVTiiDejPy3YVPDdHTafYtI9wutPQ0qS8Mdn7GYn7Pwyi/E37XRxXlal94x7/BSNW101CW+rjq02y1RyzAI/tiHAvCgRqK6S4wxFsoQ6q6jNE9Y6vc86E5POPq9VoM7NDbbe4PNRng6HnV77sNMUvC5xVyxYkrcJngSIJ8O74WmHn54BmdPa+ShA5vBRQXBascONhgTjHl9dnijLRVT53iRb2t1pStsqm4ytryu+JctZUrMT0eMQUo81/IBqxxfFHntrel9iv10T7CAaLcmu0pDZDwOfvn3LmzevmTDSOlP2t5RXkmLOxyPreeYn/+oP4PlI+fwt9cMHUtmRykkFfZFxbz9dqI+POrOLBWmuY/uJ/adv6RWWrz+wmMloeLeLpAijTCODJUmnMGwcsLEo8rjrrBx+8AW/+n/9P/PhH/8TPnz5h1itLN2pyTgNIz/78C33vz1zrBceHx7Yv3rDzWGHufP0/j3v371n6Z3DbmI/jIxjMEamARsmUjsxpsJhN1F2Ew1YlpXa1ZDN68rz+cSH52fO64o3BIRMB1IRuzYNk563C9Swa6e11Vz20sS2BmPBrIiJGn5cVmKYFcCHD/LsolbtidrxcdJtsobBQ074ZcZ3Ow2iIrLZ26qzPGq8vvbwxotGxRyrEXs+ypjZTfvPyiCpzFAkAXOXtKxWbCjktTLsJ1rKAu6mHdSFNO007c9ZHicoJSaZ48tCP7zSXTbLVwU8mGNnnfWmVCKWRbXeNIWHmMAcM8PGA/18VEpPMKq+z4/e5TfSQurgpnTAnHQPiD0Sg0ArIfvgylZt3Vm7c6mVujasVnbAJt8oo9bg6s5laTyvFXad3Vjog7Ex3MU1eJEQ6vtF06+t0apvmMb1s96Gjnl7vhDsXPUDFlLoHiMf4Jr404Jdor7zY7a9GCcePwWPRB53WtNZ2NPGgk8RMBJD3ajFttJZ/Wmndw13kwlIDE5I1PDqhfTvL62ghgUBmLgqQDXD20g0wBML804kgWL7GTGA2n6R3tkAGvzlfff4LSrvXd/vMSyOdEY38YKAMGrVIHdIBS8DS8osLNBWRlcqY+mdXJVMmT0xlQK9sxpXeZC3SrfCPK8sdiaVUR5MRZ5emk1rgLd9ildmnZlA076hUfFuxdDdLetuQf46awf2B3b7PWkUq9FimN9z0Vm0gSimPtgtcaGQ8sSwn8jTqMSx7qRpRymFHGCSIoYhmaTjYbCAu1EtBs8BYiQzUh54asYf9ZWddX5lgh/s4K/UzjpnfrpWGpIh9U0Fgm2zU7bBvxG9bA8wvcfgKgaiPRheW0JmdzHNEuCWItFSvicISyVnJdmIWSQbZIFb8d76FYYjp0GRxbHKNk8jsaW2wzUGmMGkN/Oo75Nij9PGog+gYzOi/WjdXrdnJPaaCfRMOQXLXT3Gtod9W88b2LPV+B4eO1wdlP6tj+8MorTQNl2NYF2nkrcFLCbNoUNSDnUwUUzmSjJiJailLRq8j/Ey6AABAABJREFU8tGEIIzMbJuAAKEldEsvB9HmpVKKOG9sshK7TkSMjNsAhorBMDu6HkHew5k6+ETBCpFJX9Nr2aQQEp3Tg51RtoPDK+4xfRlGFdQbVBYfLmUKL5aky72tWmFZBzjREF7pJ45cg1tVYxcMm5QNUJFBGWLD6ABni/7amkYnJFLOpoVLXsndwSOqkI8On7hcFEgUh7ev8dk6eIBELZrO8Jlxmhg5LgSTa3qAk9zZDSNvDwdeHfaMrZGbUV6/YXh1AG+sTyfWD4/MFb59WNnd7hkHY62Vcndg6JX0dKYtK8vzUUkJvdEsY9lYLwt9XuDVa9IXn8P7e/w4szRnxOjjgE2DkNihxOWpg9FqxD01NXiWM28/+ZyDZb785lusVobjTB8H2s2B2Yx3f/wnfPWjn/KcId8d+Hw3MpWBy/GZb7/+hvM8s58mpqJDcktx8tZJ1hh752YaGcZB5mvd6Wu/6mFPdeX+MvPg4HkUwt4buYxX0OIFS3UBdQRY6f3lcw29ZIqYUp2tOjw2vfE1Uz3n0LlqepgthSN2/Huwn+hVe2tjKLnLQyKFLjcqAg+mTIvLV6h6LO3NKC0FdTuQl5cYuxIgSRgAWgrPGKN5e6FpEtPzNOiyHDK2ygC5A5aKTEqN2LudLa1ru2gkl6h4CtC2NsnnCKQdMXS2Kbvl4bsek/9xPtIiYM0dLzp33B0/n2CcFFXfV2woem/XCzw1SUrGhF+OcT4c5POw3wM7vb+tYtMeLvJ0oHQ4BDA8JagjXtDEujR5pdzcYutFQEiLmPscMoXe4fZGRcPlIuB9SJCCrt9nrDVSnuglxVmMYpQXxwYj5aK1Hn4Vdr5AcRgkA+jLojOyN3xLAEpxx3iGoWHjK3x+xHsWE2s56jy/LcAmK4uJfUREO2egw3LBpgxph/Wsc2yZsXzAl/APyw0foHeDy4Ifn7GkKb2vHSag7Em9kr3GGo7hRYo7VeMgOpL8aNK6eYM53mbdRz3S6zaPMTqbmewViNySYtzZDRNvXt3y6u6WsXVyd8rbTyivbnGvtIdn6vt75uos9xd2dzeMo7EsK/nVDaUupMcTbZ5ZHp/VxPdGt4LnxHq60C9neP0G+/mfx759hz/ILLBgMtXdxdk/jmEqalgvSpEBrDYNXkrhzec/YJ8KX339NdRGOS70oVBvbljWxvvf/X1+9gd/zDFn8psbPjvsGMeR+fmJ91/9jPN5Zj+WOPs3k0M1VWldGbtzs5so00hrLc5+0asrznmZeXg+8bQ2MTeOZ3qtpFHRxDaOAZqrVEjjoPmLBTic1A14F0PPclEF0l2MpgAc8CYQMQpWC5P8VLIK7PAGcuuRmJXw+RK1Vg3ABtpSsfJS2Po28TTt094EhmysYEsGzcLjrui6yElgB52eB1JVqiNd8ubUNLBqZrTTSSaJeSa5pGe9V7FZlxnGoonifsKPz3jKdNsmqTX2fcNocLtTvPEwaC33CynLk0XrvgrYaVX7dNr/ez1q/0N7tNCQJEsvwKt7DFw27wqC0RoskGDCrg5L7yxVFP2cXSbKGN7VRo4lvN1IJHPmuTGvlZRg2ibQW3286Wu25t4DhGhitJQrjfujL4e4r2Iqbte+SeEFFhJ6D5AmfkUCBpPprWqCj2QrKbPGfmouRsnWYGtm1GnBXNGPtg22Cb78JpZRM9lr15ATnckvozHtKbJAkmtr7BsbiABFAgC5wirEPwha2J5bzPIBI0efIuZLMDgIACKafDXj+q5km5NEGKaTrjVlJitxBl0IFZNUzzrZBXr0lBRZXxcN2Vpjiyfupkhgt3QdAioSN3qQyyzlwFjFMh5KGLFmsfy8aa+Tom3zaJiTmK3R67AN1MIfcLMDq46Gf9PEcLNjKDt6U6oo3unDIEZNq9FzgQ0Jm/a050LFmJGXxjpN6lHGQZ4w3pmrpLNOomKsUf/m7krojE/cm+KFO0ZtDh2+tZF/sziH1PjB6PzKrdFSp1L42SxVRupKz3HfoMCQ7bskVeFuo/1rMvy90o7iDF8jcWcThblb9IM9gBexbxQRHvcbYrj7BlSZ0QKAyQY5Z0oK2W0wuHrYU4gA5tc9c51VJoFoPep1i9AXs1i9pn0ilUh6YSQFuaBYCllRePlE4tcmg+vx2jwoZxZD4FplX5GSZHoCuL4bFeW7y3lIutDLcKX3saxquLY4pPbRL3WDLh2rGqbE1fDV1qCnbdpqIPvGDopaL+F13TBZrgBIGLtSLRgknc3xt7fQBxfUO7UlEMPNk4SYpKFi0jaDzFgwVlSIWrhHpwBlUrkuSthQvO106/G6N2TRw9paF4mmNkqJoEfDS9H3t4Yjcy3KqA/VVfBr4zchbN3FOMkbkhov0F3NBUiakEs0JtEEese6kUum5BS0KYE53nUgdo/Xmrd4Y3TAO1w9I1pFbKKi4rmFdtFy0NktPGW0wIeUeHt3x9tpZFedko3h7kB5/Rq8s757ZD2esJwZaKQBdq/39PMFXxZIulTGux1tWannWXTzXmmrLp91XmEc8FY5ff0t9e1rbn75F0j/9PIC6qQMaxUdfJwou70Qx91e6Qwm49wyjPzcf/rLzO++5sPv/xvuDrf8/N//Wyw//ZLHn67MJfO0ztwvC6fc+YXxDa8OO/oyc//1Nzw9HCnThNq0DAlq+AaUPJCpHIaR3ThBLpreW6eMA7VVzsvK4+nM+7VyyVNMtsXMSCnMAQ0ZbFk44QeGFqgFngIACRTaupymPbTmikeOdZq2lA19vyWtkc14aaNnWoAzbqPWfaRnbcZf3j2ATyTzKDkYH/4CqrAtpU4ukpyl1kI+pDNjex7u9ZpssZkppu4Yg6Y8TSgxJZK6IjEkh2eODGA3F/aNqSMmlS7OCmUvFl1bMUqwYuJMC8qw1xkbJjVDdcb/LMfkf4yPdYetJ9LhlSifFPrzrKYkFZ3DrcXZtIJlfMhafwsw3WjdlIM8R9amFI6pyBvFOj537GZUYz+M8Hi8TptATTC1a2L8fMJ2GR9GgYuXhU6Dy4Lt9vLFWU5qBGuRPKZ1WE5a79OoyXYyuKigoozYULGyk2dWyQIzyhRJJQLMfRjwvuI+wvoEcxPI4Q2fG8xrrKlVJfMywy5BE8Bs+xv8NMPpgk0ONcHrvSq5S+zTYYV2gerSTI8HacvrqgjoRYWxXRZdA/MJu7uR1LIKGGBdwWfSm1cyW6urmuG64KuM3QQi1jiT8rUQlQxPMZTWwmA7bRrlMPBLJf7egkEKljJDGXj99g2v9zumpsZmeHVL+eQt3jv12wfq0zNWCoNX0mhMbw6KsF0XqE4umfHVDXWeaecznM7QKm3RmKue5+vZf/7qK+onbzn86i9j/8NJZ2cZSGmAZdHZv9uTDwcBroeD2FKmcyEPI1/8pT/H8vVP+fDbv8fd4Yaf/6/+AcuPfsjzj2ZmOs/nEw/HI+ch84Nf/JS72wN9PvPw5U95fn9PmSaKWQxvoM5igpYyknxlv9sx7SbJ1LqK5jwO1Lpyucw8PR25nytznkjrQu0OSclkVopmTKPA9GSJtHm7xdCFkul1UYNHCpAwK30nwGqxXTf/qugeXEVpKiPeVrE+gzFoNe78cQomWdXv6V3AYxMoYZ6k8y/IJBm/RneioT99WUnTiOcieUxdsVLwVthaiL7O4IPqnTxg4wh0yb/WJj+0XPHDnQZaa6NbIw+TmDZjlifPKpaJtVXMybXLx6ed4dXnYlWdj1DewuWsRKxVgI2ngj8/Yrd3pFzoT4/43Zt/nyftf3CPFJP0Gk0WAJZZXfVBSgHAoYa7x9CzYSy10tpKNnk31KaIV9sSMoNMnUNCYGaUwVgXNcXZMmXafDss2C4eTOxNvkEwQzqNFA2Qfkf3SPCJmSJoSaZNOhwoS2brI+R1oS2j57dNy1sYM29e+0NK1BoAhQfDvgco4lCt03qYZkYXsxn3+zb9J8W3eTBxw/coXu8GhOirY5LONmBmC+J8iSreQBYCbA3wZvOwCD0ruJrJbeC7ST/kfxLSopJoVUMukFzKrcfEP0czG8CO2bXW6x2l47iCJ9pmkZATbenhnSNGcm8Ckru50l021uqfAoTig+udtsza2y6/JcsxYHTidUgJ0AP0l1Vjo1skjEaaqFLBxGZfuwv0GQaG/Y48jOQYPnYXE2bNxjwMMrLN6sNqyIIoA7MNvD+vVF955zCnUV4qwFqrAJFg/iRTr2mbka6JAd66sxis3mFjXJuxduPLOrC7OINVvhgTf+42cfHOqcKji9GRcbqFv4f3WD0x8EgjrS9Uom+ocYb3DYjcPDaRabTHu1/ka/oS2S3Awjw+lugRk3FlyOM9TJ7Diyj2/sa82tamUqA2rx4H0/697mk8/L3Atn6XF8DE2YASJwfjK9mGxBg9Ga2FXC3qmliKdPqVOaVBb2JLoMpIRu0Ew+c7PL5zd5BSpFrgVyTvusajee8eedJXHamaf7OM10s0YSV09e266YlNTEdIIQSFX1NkNgbMZmz7cXSxQ9hARcMXyLUZoEKLpBgymbRKFnAtAILtoU3pWE0yliGQzHijpa+SiZNBoF2uSWOrV2M3wtgq4HnMV2R4u4Q0YFChF6/HrMucEfDlCB4a3myY7TFC+tAqeAS1NY9F2V9YNl1RYZIglJcoUMuk2hmSqK9WshBvd3wLOLbYeG17zZE41AUIaaLjeKShbJ4Z2hR2RQvBKMl4/fYtX3zxOfu1UVpnPEwMtzvcjfn+ifW84KWQysDYGhSl5rAo+aG1SltnWOs14phesSicuqWr23c9nqjHhdPpwuO7ey7nhdtDaKHjGfow0ktR417RYVAbvS8aXH/xhmVd+KN/+nu0xyfKm1ccL0fO88z985mvfvoV94/PnLxzePWWz9++Zuyd5/cP3H84qtlnBT+EvhN8FbgwjI3DOLE77IVMB+ZlWTTm+dJ4fn7m/vjMQ4Uan89WVMjyJOYBMRWSHNGvf94o3bpL4uvyQKAx210Z+2Pbci5DsxTJNXSSS3LGGmAJKdhWgeZC+DS8oLQbS8N9xVuOZJsJM4EWbiUuVJkrWiQ9OMEou05HUENugqO9d1Ksbe8rZZioLPpZtVJpog/XDkVTpFQytEVeSnGcXIHAMgJTgEBVrAh0doCi27XXA3zD2JKtvH7PzQUzori6CwDgjK6OYOmscR/kHRYNpLUZG2/hMMLpSdTnBTWw84yPgyL2rOOXRcdOMcwzfrmArwLXi85Oyg6fq5pnTL+zhBShlI/knzrLsT1+vGBDw4YJr0esTPjpGR/AtkvUR+wgkDCdG2kKtsJ4K2BavGWdvbVpklrBW6fnEdYTm+kuw6h92g3LO+iPsLsVIJLB7IAvXU1wHrB2wu4+1c97/gZrI5Yu8qc4fIatJ3yc6JeLZBVpkCxl467OZ6317jL0JWPTgf78SBoLvjuQ5kZ5pftbxUicilFYElN6AiihicXlMam6asvXBV9XelvBgk1gLwX9Zkj36rNP+fyXfpFdbZTaNNm7vcGB5cMD6/GipLlRZ78npz0/40uFdaXVKkPPZSWFGaoab91t3YzW5WNSn47U48L5+czjN++5nFduXo86++N88lHGrsk7fZW229ZVeuvu3PzgU5Zl4Yf/02/THx4on7zheHrkfDnz8Hzk6z/+IQ/392IafvFLfPbpp4zeOX77nof3D5LrtibJStbZ29dKMmdoXezE21tSkgzJIm2C3plPlePDA4/3H3g+rQGC5GsNY2HwJ5lX09mbY3Lc0fmUs0AtE5XbvMO00z3e57Cxy2H5FpePu4Y6SV1s6k0mkWWkL2c1xmWknc8CyIZCT3E+xtTeIX4P8hLJkRC0O2B1EZielVhouYi9FTp63yQ1HszQ3uWZZHrt3hu2NqXrtTN5N+FFU+w+z/S6wDCRWlXDgZJArF6w3UHsiZR0zqwdf3VLKm9VRx1P8PqTYPGsYHrNZh3Lk4DGXOByxIaEH+//nZyp///ySINq776azH4BFOxK705OHoaQLsDVBpbaWLqCI/JmAh/gQM6JIWt912geV+tbm8OQMn2QvNnmlb0ZJZe4kpVwgjkt6iF5snFlt66OjKVNzBc19hW8XBtFs/Av2ZCVzTw/wBTbZC/RR3h05L0D3dWOBBDRr1UmsMW2dmfMdp3Y+zb9NtXUJWXcMw01sSuOdfUiOW2gxkv+jkMwaf36/K+o0BXKeBEfGMQ+21ppf6myYiAHXL/DLGql6HCbmTIy3K/vhVpMi+en19RRtLOkH2K+JYPBEi05zTpWTTKwMuBD0/7FqKgna2y9t2pQvz5PNe26TxvbhL2tF+iF5JOGOBtQsL0fV0ObjVGJ6v6iQZ6Shzq9qkle3ajZGHYjaZDpecNZ3cXS6Z1qRb5bvbKWRLfM3Do1GZYnVjfOS2XJK+cc/koYS+3yPKwV7zAOhd1QZIBqxHktNtXaGm1dtb6zAh8APCUuHf5oSWQShcYnY+fP743TAr91dk5Lpk3j5pIYvatxFWJFnLz1rlCJQUP6np1adZbnK5iRroCYubxormxx33qxCKNAAxR95sFMjM/RTDVG7V39/7Zf7UVGZklAn5vRWoPk0VfY9a7YJGNbS7+tsWxiUsqPVa+3R4qm069g3NajKsVZZ4R5Rl5vGrxKChdghuU4WwjM4d/++O4gypW7G2CKhTGlJ6hLNOdAjwt1a+4dSX5IKh5SunqU6HDN0nmnaMYDIXY3rEgmo0Zxg5MFhAjBih14xa6q3rbaIDWs25WFolx7g+bknHGvpLwZXsIW22tp0AcUaPb2PBNGSiWkBQJAvM3X98OujZcAEuurJjR5iIJO00qyX5tk2qJm10wgSdkTvFz9f5vV1LZK9wTmL6k4LlaBJBZxjFuXxKnE+xWmcQPGNE3kIZG9k7d43Y6mAmwXxoYAAr6IptW395zYosGU2TZDKmx59cmcw+0rPvn8M96++ZS7PKi5TvKgme8fqU8nXZhB9fLmtMuCn2cho10TUD+dKeaKm15lkJfGkZaT/ANapR1nfFlJ057LT9/xvidWztibO9EFg4aaQv5kLd6nosLXl1XI6WXm3T//PS5f/phXyUj3T3z1T3+Xp/MTP/nyK37yzbc81gu+v+WLT9/wKifWDw88PzxQh0KZxJTIOx2OtjZSyUwpcTsM7A87clFqweYA3x3m2jitK8e18aEbcynkcaCvVRHAluOtV5Fplshb6lMwUiwOGdnXu/S7iDrtG9D50R5hQ52z4oU3Z22xXaI4jkmNppgldKZiQMlrLA4670EPtyjIV/0ua0Gf1AG+pbPkVOi1XhHelCIO7/rcdMhv7DJdoi5fgWVWXBzhat86lmswDXXCpg4pia5YgzLqbjrlWhjGbuird7YIchnVCoRliz73eM/ZjuLv7yN7wliBSY347hU+R9Tp+QGbBE7Z6Rn2B0m9QnPsx+fwY0iSx8xNd0dddOYHcGIpwdKw3YjNDb+9g6ezGpkeke2li6VS15h+OowxnTjpXLTzArlhYbjqDvZ8IQ0Dtpzx8SCA+bDT7x5cLLe6Yvs9VjRZN2sqhsL9n2FUU3Y5Kwnn+UF+Xbnjww02rmIk9gVYBBDtD/LA8lF309hJXa711k/4dCe/lcsZu/1Ucsw6i1l2fILDSG8LnkY1z71KivE8czXopAJOqquAwJwEVJUd5pWhjIyHG3LROZizAAV6ijOcFxDce/jFrIRY/FqQgYXJ96gC39AZEhGEyWD/5i1vf+EHvPnsC+6GeO6ms395f099Puq5DoM8Chq0eaWfLzpX2ioPludnsnf5iiyLpqrDQM8pYp8X2mmmn2fS4Ybzj3/Gh2bUfsLqW7FwIMyndT9abQEeFKx12nKG1sjzwvvf/C0uP/wj7rJh7x/42f/8z3l+euCnP/wRX/7JT3g8neHtJ3z2iz/H3VBY39/z/O49tWTKOCqqeRxI3knLKhblMHAYR/Y3N2L59a5zKyVNHdfKZb5wmhceVlhTJueBPl/gdIHDoDPLO7YTQ8RCyuxIw53C/NWX+eW1BYvEt6pzk/Ymi7Sngu12V18QYdamdWntGnvdeyXtdwIL2ypWjIlVIoCmAxeg42WSH5C7vLeS6jzCpNa7k8YRny/XoU3axujqmMBbHPtZ9WNED+dpj59O0aRmpUvFuuwreC4UHPNEmkbyUKC67pkis8W0zuGfpzqC1iUlcvkh2SaVXXXn2rooacMO22jie/vw7teocwsZiVmmucxhW+piPgVFo7XOHMzPkkBJT2rKSk4Ud0pW6s4Uy2jpPZJW5E8xRbTtulZKTteIYu+JmlSLq6mL2pUtEZLwuHPmVXKJnI0hZ/0Mj7mgx3AtAIbN102pF8TPVGOwyQGI5MuN8r90dQaDiYPekn63QBRJGYYsM87WunwvYi01D5sCjyFCgEmRDUiyvI3/rrBC35j08ZnEO3L1hti8MK6r1baqKkAGwnflo2GbGMoWEcdbw+jBZEgvQLn+FPHNLwEH3ptYiykpKSWr3u6YAgWaM+ZMHxLd4zyrnd51DrWQKOLEsDQGuTFoU90bf7YUHnwGTcwIa1UG6Cmefxczf1NKuClaWfNGDwVLBBWgknnxRitKAL00qIsAcKsV6400Ztyc4zDx3BsHM3KtnJvzPDtz2QfwavQSwhnzSEDqtKb/H3JiN2ZKSgG9ibnR3Vlbo7cmRoURA6kcMjEN6Oda+KPZmXKiFHhdGn/1FmaM3106dV6xMQW7KliWlhQVn8WwLkn9Qzb5HBn6p2ttjwe7I1GGFBJ5x5t6wxQMJFxgZgZSJG5uw9EagHw2p2zrPMyn09W8dQMnQ7rlkpH1RrBY1EPLkwVK1r3WPFjzeYv03naxwJFtfSjVSft1gy16MiXCJtgMjPtmhbDZheSwGcBfQNTv8PjuIMoQSG2vL78odNGWTGBHHnQJYQHq9mAtEJPx/tLYpaSNZgHHxfTAeo80go73TQ4QdLlUPpLmBDUwtNhqmreCD9yjuSwCTrCCoyQJMZZKHAbhspA2qVE4/ZqURVc0yx2PpAIVmpFO4zo4U494x9rUVCATNYEaUcgEXdaXLa5y0PPy8EGJw3E7uNwdlpnOQO+K9u0pQwudMYGk9VWU7Wgmvcmch55JwK5kTT+bPFC2w5JtjXgPryHlZm9xyqIpBh0xTEZ9S2gyxLzBwDWF3N3c8OaTT/i5V5/wS3/tb7L//IbHP/x9nn72M5b7B5YPj/ScSKNyw21ZqB0dplVGplvNnveiXLd5xlslDxOprbg36lpp3almpC8+g1JI54VxGLD3TWa480rfZb1Pi9bm9MkdaRh4Pkb0IYatK5+WPb2tfHt85tCcRuerH/2In33zLT87HnlfZ44UdmXgtYHfP/D0eOTZO/3mRtKFtVGyRRLqyJic2zKwv9mThpHa5C5e14W627MAx2XheZn5cDnx1JxaRnIXsNAsSd8exq/WRJ33cDUXnil5Vd8+kh4IatqmKrFGiP8JN2wHvNVgXAk80DQzTpykdbNFEQqgjf2xLi9N1dWIefsFhltWw2LBjTFRv+XlEwyqVkXn7h5/F6hzfpEUeMiELE94W0hpINuiRsJ7aOsDlGphgEujTJPonk4w4kKJbOh3RXIU6NC2VNQ85EnPq7simr1eCym+42H6H+0jOYw3cJb3hzcDqsBqK5Ls3KmYsWQwZrwa/XQUVbKo8fZVDb9Ho0MSGE6K9XVZYT8JXO7APvxV3PBhkjlri8W+mYhXl+zTI80sOX0aYHUV8MsFdiMsZ9gfNAyYRlKteg6e9HzGISoKrqkSG1sMc7GzctbXzHN4SCScLH+WXsU2PLyGtMPO93AZ8d2AWSMNOzyN+OVeBt7DHu4OeFvo8zO0gc2+3jF8QCkh6QDnDyoU8x78rHCWisCS5Rkb9zL2HBGLJmc8ydx0OOxIveJeXtbxR9NIAbCwGUFCfylEN+ozMmTfjBTl5aV0PXNFhO5eveb155/zxevP+LVf/ztMP/+Gb37vX/L8ky9Z3n9g/vAoQHxfKMMAlwutu87+1hU5G5TnfNhdz36WmTSO5DXiitdVZ7879vM/B+Ogs78M2LuI81xWRd2a/pthZPz0NXkYOT4f8T6rqVgufFJG+rLw7vGRfes0Ol//wR/wzY9/ytePj3x4/45zhmk/8MrAP3zg+f6JY6v0mwNeZIRakkDcvNsxGtxME7u7A2kaqbXia6MuF9r+wJISx3nmeJl5eHrmeVlpeaD0Rq+NNsozJ5WomdbNhLnq/PcudlXvcfZH8VzbC8MkYo1F34mzNdL8fJ6xYeDq+7Rs4FkktxXJo3UfayDQc5Fp8SB5Ua/S10PC2qqktpCNeUyxyaZo5d0+GIGuM2A/aTLf2jUowMqoeyKZJDk5k3Z7/HyUr835FOaz+p6e5VHQl0VT7lbh5kYDvdbheNZrHjfpZxiLD+jne8d3e4Gnt7f0RXIyu7nVYMDl+WXp+y3lNETrt1XnoKTEMZEeFDm7xRXPdZF8ozaG5FAmupv2OPIaGIaBPIREGScNMPXCpTYu1qi1Y8kpk1GXhveKUdhiSfVdvj05lQIpXwfXtXqYYKp2TeH1ZvYye1SiB+G3JtAjbQyGmManaPp8G/EkpXj45n0C8ZzC66drEFNMZrsb9q5WJzO4ziw5Y7zIFtyjw/FO6ykaxPi9vjE+VKvnfOWOqOl0u6aWBKTyAoZslGODq92BQ426ZotixokEps0fJb5pY4FcYZlg0m3QjMcL3Opo2xj48VwiAbHkzlgkbenNxVrbjHmTGOXqKRMpXs/HEUlbjagkLSWX6eVmnXemwZ1b1JFZz6O3hVZDyRBJTBafXfNOdWd2Y0mKKK6r0/tFZ0YARBnn1uFmJ0nvw2oMayWvjXOFY55Y73YMdzvGeqZdZnqH2jsDHdpCWy54d0U0xzrM8TtwwVutNmqrqk2SEmBzzP5qk9zJU+bZE//6sjCmzp+fjDdj52/cOZeHmT+uk1KMLMXPNtVtyH6h9WCBWFEN3Rs5GY2OdfkR6fbfwBOu0t3u2h8b6CHcXe950AtiobmGmEDYuervSpApPDQj+uFiwrtp4OpVAFPgAymla22RDH22NSTVJeTD236ONWphgtt7pW+KELiCN2kjR6ToVsLn5erptbU/JtDp+gP+LY8/ww2R1RiZkDQZqYaGLY04Gfoa/UkcWujWUqJA52pO2Tc0avtz4ypcHET/JybTevM+lv4E2yIZlsKfBIuFsUrX2juJLA+Rdb32k2ajfoQRDtIekxoCaAE2dNfs+ldX/VWgcW0DFdzxtgTNVtiwTEyFpFEGGfPRtDnDl0E01wAn2goupol3l4FmzooUjYgt70sU1z1SylzyKNuMYnV4moWkKCs1hraSSEwJGd7pY9D7ZQXL1+sAiBraXw5hTZMDsdty1bbPJpKONJkwxsOeT37pF/jFn/8FfuEf/H0O/8V/Sf2df8b5n7zj8tW3rKcznjJlzJSiaeJcG2tdYV5FG0NTjuQvTuzNuybbUyLnok2yriynE2s2rFeW40z97I0K6vv3JOukdSHtRixPwXTKioo7X7AlgL0E+XbP2//mb9Efnln9xKde+eZ3f49v333LV49P3Hvn2FfWMvL5/sDYnfl05uydOgxUA2udXUqU2siTNJX7nLjZRZxl6+Egv9Kas8wzZ4yny4WH05n7Duc86P02UdY7FoKJmCbE5eKbfi/lq/ZTUWkxIUhBE4w1q9s3bvMAH0m6vGWR4vGZG2yHWwCbZonsonL75urtGaNGE5tfjgd9eKQU042uM0NRxqLRyuBsA3LC7LWrWPcyyPA3ZfCQsHnsDxLJF5mVoddYe6f1JeDoHtOlrAbKpNUuQ9ZFCppAsIFMhd4WNYPuYvu0qgYMSRNTyQILNtbd9/hhg+J1fT/BqthcNUQO+1t8yNjlBCvYEik21sB3Ontbk9QlOb4qztINgSbZdfY62OsdPs9ifZxWfByhNnxr+JaLGsLdTtOy3mRYmQZSWRTbGzI6twyPzzKA610m32b6nrqIgjyEcezSVaxfx2JigEk2sYoOC9gwajKzLgJflketpyGBDXKCN5OZ+e0b+mUR42aSf5Klmf7qtbaKuyLYzyd8P+pYviz4OEE9QZvwDN6e8LLDvImMuWScaGbbEiCoJJGczzDtA1yaSWknn6Yu5F+gZhKjK/akwRVUZJt2OkFFb4rADc+D6yCgKknAYgo53t3x9ld/lR/8yn/Cr/69v88n/9mv8/wnf8z5q6+Zf/IV6/MRUqLsB/IwQFCc13XFLwt5ay6yQGEZPMqZ31eZCYrJB8s8sz4fdfZ7ZXm60L74FKYRe/c1mao1uJuwQQMTku7sej7DsuhsTE5+dcOb/+Pfp79/YOXMJ73y7b/4bd59+VN+9vU33K8rp95Z93s+vX3FiDGfLpxbo44TzQ2rjcESuXad/Uln/yHYh6021tro60JdO9UunIHn44nHxyceq7OY5nqC7y2avCDMOyH/aQLsYugj83kNrywPYgkEKG7eQ2IHlKQzzJsMh6ONs970O2uVyWvrYaQdwPf/i7w/e7Ytu847sd+Yc6619t6nuU02ABIEAYJ9Z1JySVVhO/xov9Wf4Ai/+sF/mZ8cUeEIO2S7LJdVUskqlVQUGxAggASyz7zNObtZa805hx++sfZJvoioiAqaUbnJIG/ee5rdzGaMb3xNCqleQxr6vmJN963PKzaN8mrbJAPBajXLknyNw9ad6nd2jxSoHGexwEhLSYlAl4jYvoJ0Hc5nLBXSfNaghETL8qfrb46S7iXp32v4D3l4cKR9waqGdn6e6UX3m08HePMGbg+kHq95XTArAmrXSHRz1XPXtf9NfZg8HIolagxUnIEedHizhHlm7as8O1qkaeSsYVfIeHZDYZwGMaDzBhKoBygZDlnN0tkV/V1KwjLUKrNNCQLs2sSDapxuRu2N5ImSjLEgiX3MZsGDrSrzWaI26i7Gx+ZTYcGkkS9cAPX4Vh7E/7fNSgjgKveQj4iem+6AMN5celg06HUqEVDnbI4mr/kGiEhaUXIwxQExZExsBp6GUh4gioH8NWyzGBCrBFfqTYrvv0q9PV6I6QzpvQuAwjaygvwroqe47u1oNDc5D2yzDMO7zGDrNfkkegn0u9w0CLQMlFV+Vb2LtRfPXb1fGFo3ATPqY7fnsAFgDc8ChVPX0ETSjc3eYdWZGL5tZqsYxluoSJeZcMVZgdmdi+uzTk1rqLeoK+sSjKfOYSjc3I6sfeSL40q2TB12pGcH3vnuO+zuRx6+fMX80WfcXy68WRuP3bmslWWdmQalavZt5XYPE+ROXVdq9LdpS8J09VxKwu0BOBSyd86M/PXSKKz8cOe8u3P+pEF/mPnpkpgtk60E4JajnEnxWaj+7bVd+4an91eDcBEf+hUgxySNaRt7PMAFQ/2hbSDcdl54C1WGGC1Kyox9t5m8eshn+tZ9tkj/DZ8YJNPzWL/C0YJFnnLUMrrJ3LgG/uau2O0trttij+UABLf0UUySWls3UDPA1qz37So7/R9bzkMk7Gy0Oc9FG4gl7skmJCwZedMahUHqFZKNKF8PCjK1KXbva0aqbG98Nl3gPaaXMWmWO8ymaUKyGQY8aE/Kwi56vi2oRhksxYFvKV5LUHlaGGMO4beyHUobFQk9VXKRmZ8FcpYG3AvmofUli9pE0AzN9H7RoaWgvpmMTlMnjJKDuRYZ7TUauwp4joNb7vKp1zCpCrf5NMlvxQZyTINsmKJoCfZAGcltYcpjoM0NsmKSSZLteNKi2/RwojdtE9HNRBdN8LcYUNfrsjSpOB4Kdy+e8+L5C97/je9xu59o/+K/4tW//rc8/vxTWlsxk5le2U1wOrM+PrKsTaZzEbloJhSxtSqAYBjlg7AEODFNMtBbm9ITsozpLvPM6aOveLhcRBsbZIhEE30xjfICWB9nHUhDEVq5LjDD23/3E3y5UN+84lQrl954vZ550xdO3plToUwT9/uRNs/MGOtupLlR55X9NFGykdNATpkBYxxHbBxiEqNUoWaNNcHSOqd14XheebtW3lrS5TLIr6euC2aJkmO6hz47GWkh9kRIvHy7pN2CMveE4vZN20t8lk5EFms/bJOZjVpootFwLROqPEyuA2xDwKRNeh/XOdZbMD02bZw9MaW8C132HsW6xanXtde3pBAVzyHTSyWAnFh7BjZJA+9uaormM5ZGsi8qCGhUiiQBQLIFEfiMZI0aIB3DQYwTK1geBIKmAEt6i4ZFsoiUkBfE0xXxDX2Y6O/N8d0A062aovUxTGVX+jyLgVcl12C6wVZJqNwc1guUGzyteF+xvoqhV0bwlV5XzCZ8ijsjGz4v16/xFl9P0fkTmnvLE9QLnkdNoHejtPnd1ciZk1ijyZMkwcuIn8+QZrFVdgO2DnA5wfNnMqjMT+biNt3AutJLCaaK46OeB00gkwp2+W9xO9HnGXB8SHhz+jDR1yN+WeE4Y3uAER92+H6if/UVNo74atAHgUtrlQdXu0jSvyxxf+1xKjaMui8uJ+xwj42SPVldsWd3mFfGLZ2mrdi403OK4r/HUEDkwrgX6RpktADzXcVrOLdFqoLLcDcn8jBy8+47PH/vHd773d9k/62XHH/6Yz75F/8Nx599pBj6BHkayLsJzhfWNw8sy0KbF1LvV28Vryt9XWUIOYwC1NZO3hv5sKdfZryv9CFTdyPuxnxZOH34CY/ns5h70yR26kZ5nwbMYH24EMJ0MZeWBe/w8B9+Qr+cqK++5NQa87ry5viWh4dXXObKcnNDnibubva0+SLpwW6iuVPnmd04UkqSb8NQGDCG/Q4bR3l3tapUipRoRVr68zzLw2teOcYgJ1sSC+XtI7YbScNwLaq9VcX7AqQR1oXumaeEARWFKUWT02Xc6AGGeP1aiqD71cPNQ69+dXWYtD4wE8ARhS2bR1wxPO+1zx9PkIrOS9MZvpl7204XRg/PlU0ms0l88KjnxoGeZB5OKTpn4+y3MDLGwO7uSKv8y9Juwh4eSHc3+HrBsyQ+/XBPnRdRw9tZxX1KpOa080lA7LvvYMuC72+www1cjtr7cT/ZbhegZ7BiTkeBkt/gh1aG2LFuOZr39cm3xwxMYMHqW2StTB2rGak745AZSyIXxRk7RApLDEBQXT6WQUajSAKDKRWzLpVSRnLUD5vIRY1gQ8yK6AdzVkKURCXx9dEQxZrAxKJtwfXfUqa2BefIr8X6JoaRLEQMly2qVs15d/Q9vrJ6p6BUwbRN/t3UrgRDwiJ9RQPcmJY3sWurd9bWyVmvPRGyBbj2JttnYvG6OimaSEl+FA6xRb5aRDbr85A8pGnCv2Gr8frMo+/yGMhiYTWhMwT3AM03DxYnm10/R10h29dFc54k5bOUSW60YaTmTCKRe7tGMhv63OhJ9eW12ZXyQXILrUNfFe/uxeRt6Q40OnHeJCW2tLbSa3+qj1Ed2YjI7eaczKilsM+Zu2HkdhooJbPMiXXWO50dvDU+W42+OsULt4dbXrz7jHe++5Lxfs+Xc+UXs/G4GPdkXnYnnS68uVx4rCvdnWEYBCoAuQhQab1TewdaMDc86uhYt77ZSQjUSqnQG7zuib+YG5nGD6bOd3bqIf2h85NqrH3GbKIakvd3DTss1vsmg/PNPqOEVC28TMgDEmWJmUmsi5wE9VvU+d3DoyfYXhv7yGLQScrX+a3wD4HkPSTN2Gb4q12Ws4byrYuskSx+rkegBCnYJNsu0L5IQY/Zhs8JBFIGsHnt+eNhDobOCLGoYEuXy6Y7tG9Dp1/h8SuDKFu0lwpHD4aFpsWtCcV1h16VCkLr0DVpIIUebqPkdIA1CmiejGi9R+pOhr4dbJ3NSNY94/0idoG2eWx6bTBJNHLoGDspb4d+x9K4dYyi7ZhpqqYXx/YPFgZOV50kYRERsgMPepTXGj83fvvGaLIskCM+dMWiNfmn9ILngVarLm0Pd+JhR3anbykjrpzs7kZJhRZGsmYygZOhjmIlpUEuMVVagoKa8bbK8GdQaowodjkoXjLJ6jjWAGqgdnqvZcAbFD9P6AMbYjKrf7M0SbNmsN/teHl3z7fff5c9iVf/7Z/x9mefMb/6HFj0vHc7hpsbfJ65PBxZLnMAR1XIcZb+rjmsq2Lf3Gf6uqgJCJO63qrc+bt8U1oa6CQupzOX04X8bK9pVw6dZKS86NJsYGHedV7wxyN9XvjFhz+H+cLh0y84pcy5O4/rhQudJRdWOrf7PaV3TmtjMVgw5t5JuVCGTCmJRMJaJ48FxpGWpQfuKRZRnujrwjIvzA6PvfLanUsaVfi7y1Q3NvIGTmqjl7ig4hTYzJVdh7KSURAbyTd8NWRZFhPBrsOnN6XwqKGy+F5JMRTME6hvlgZfUWlZWnRXEUMPM2U2kkyNtd/k4UAL49itmN9MZzeEWwVUQOOwAUSxx8wGSZhc7BvtzxxrUQe8MueH8BtIeFupXvEyUdLuylrp3sREiH2pqM2dmGutB5gSFFIERnlLEd9eAsj95j68g+0O0ucua7BDCtDwOsN0gDHBpeFjofeV9OZCHzNp2EsGdDNKmoNhxweYbsVEOZ40gcjIm2Tc63MowGWGssdJeNrB6Q0c7jUhzxnWkBiWUcajOeks9BbpW9I123iAtWIFbGnSXd8cgkkVwDw1AGyBxRY+PsmRBGEoApKOHa9neZ0kYtoiXygfJ1pKImwhIMTN8XbCzxnf3cF6xP2IzxPGBXbPsYcT2TKcT3p/8hh+xwcxX4YEvmBVZny45Il2fg3DLVYc1rf63nKH10dszQzPXjJs4GYZQ4qp6023gIFXgY2bRC4igD3O/+sAw7neCyR54GTL7A97Xrx4zvvf+TZ7y3z6r/4tDz/5JcsXn0re1Ctpt6fc3ersf/PAejqp+agh3yhPE9e1N5399UxfViV6ZYHLOvsFAvDwSC8jHWM+npjPF9Kz+2ucZoqplueiQj/2cAb65Yw/PNAvC7/8yY/hcmH/0WecS+HSGsfHRy7JWO9uWL3z/J0XZOC8NhbvrCmzNskchgDQLdIJ0zjiux1tGKCH2V1OeJrotlAvZ+beOdWVh9qYLZNiMNHbSr/ZkYaiJq2tAtHKGE1gVCQl0v2Q+ep1zSYx/NjM/VtD53jSempdrKqcBbRgwR7OAjGShjzgig1exCxOKWt6mUwAZauKkN6K/XWWxKaupCEMqJcqPzeDVIqMj0tRotb23Ny15w/7GFRlMJ3HzCHfykWMkVQwr5h3+f9ME77bKyq6JZjPtPmM3z8j39zo7G9NIPi339Pd0RsslfTsGb6e6fNMPtzovQ3gTcB9wuczlL1Mnb/JD/9aLKnr7k1WaOjz8/Do6ahJ8ua0mJOwrAw5MwxZHhjBfogfzAZYwBPLYSRTc5ZHiqmZ6TGNd8thbrs1l2ryU/jzuaHPPSes+hOxLtixqs+J4aQGORtrhPhZW311TfYzSaivFZVZACdcPesdTfZ7VyqPR52VXfVYyQUIGQMbEJLF7CrITyYAjt6zpBfJZVtFCqB0Y5t/jRFuT+8jhA9HJCu6B0hkGr2mYBxv70PahlQB0tTtUtAz1esDgUb9CTATgwgwI+es4WwX2yEnMXW60Hl5iiQjuz5HyxmGkbYudMV5haVW7E02FQAagjR5HRGNuq+SfHr4TBoh2dwSxUz+Pa13DdRHRSB7DO8rxurO7M6RxDwM7MaJZ7s99/uJm8MNOScu5czZGq2pN5kvlYvD0kfG53c8+7X3+e73XjDuMr98c+HDzx95fFxh2PMmLdS18rJ3bgw+ovOqdd5cZnZjYtcbU28MEc9bl4XWGjmPIXNxBYsmSePFAA+2R+94Hph755M5B2DW+cHO+WAXzMW3zo89yag1gEXLg0CvlOm29RAbsLRJswTlYLorNYgV4JhTZ5OAbXI6J5PNyQGgql7YWuDozgPQ791lJh8qloT2tm9MJFd/22ItNNdnVlJ4xPRtRfp1XYoBoz8421p2wpDoCQAJoCZttUyAfjqGNtmevGLE5k+UUkg4y/zkkfQfe/zqTJQEvbkKxGby5+4LJBleRpiW0EtXYeplCFAi5DrbxNmCcRKHI4NkL0pVyNfLWR9ovGO1YuMEttOPqXEghFeDdZmJ0ZvMdEw55cny0zTdtsQWHZZXnRemRk5Q9VU2QUQsPSUZSMajCWiJiSfXScyGnD75ifDk4RBSIkuQiyY03p0yHYJaLaBDTJiQOcU6yC2SCRxwUYbdM2kAVhXqKcWUNmhiVkYsJXKb8XGnw7+veC2aMKa2nb1ant0ETaPLSiwa4rNrbGkcmxTE6WQSoyVuvLNL0M9n3n7yOcePv+DyxRckXylDIh1u2D27I5XM6eEty/lMDwPPvJtIhz14F337fNHF3Jr0rtMkUCJnFdHdaXPFlpXSTf4C6wrzQvaFbDfhIxJXc1z0V5SrVrxf8GXGlgXevuXxL37C6JVnNHzILK0yt8yKU1vFholDEmW5DYMi/9zp3hizKVAqaJTDMFCmkZ602bfpi1mitkatCik5LQsPy8xjFI+5lFhfTustTAOdTfGq5n4DEzy2pIeaS0hznI76PINJZdd5w0bqlEFyQoCYt6BEtU5PmtCk2AO0RspJ639jkTWZiWlYoIu5XyUvopzTWnioaP2IVij6uX2NQvg0dST2uk7GlLRXPCedE7gSqeLGt2SUYZSXboA3xaUrXp2g4TUlA7gHgFqDpWaa5noP816AirQTBr6ombCKFbFyrH+z5Ty+K/S14qvhveC545cjtrtVXGRdFE3eOr6C5ZG+20meUbsmvLmEfKtK5jiveL1gNzdXLxTFG2esOj0FkD072Bm7ucNvn6nAusjPh5JCZer4IqowudG7keqFNIyk7qQuCdFmdm5tFVjT1miYjoBF2k/Tc50XrKh0Zix6bZezit/9Ad58JRB+yjCOmojPs9K/Vum+KWqkDaDNpLpqOJAytAvp9lvyFyhZQMmaFZdc19hbqwq5HhO/NJA8x75Bw4n1gg0lYqT1u21/j40TNl/w22f0lMW660lJRn0rDqKjKHENtJDPtnq9766JepYgD2LERSE2pMzBjCln2vnM248/5fiLT5g//YzcFvKQSTe3TM/vSUPh/Iu3rI+PYqdYIu93pJs99E5rDT+eNKBYZVad9zsZhZaiZKDeaZcF1pVC0KOXBc4zaZkpOem+3YAj9yvA4CkFg6MLCFxWeP2a47//C4beubeOZ2OpKzOZaoX1smIvnrFPqi9aFqOkdqf3lV3JlGwC47or6ng/BZ3cSCWRIxGJLobhTOI8zzycThxXsQvLICN+v8wybs1I8ssTtdnyFB9StJ3edOfHpNfiPNa5HMyP4OjbVYLQtS5w7deuBB35hQiIF8254vNCGpSE5VXxxl632oYrEOK7CU8jaW5K8VlWbBrw4mqico69GTr2CBVgnIJlH3Wed/3+aa9qetQZnfAY2sk0MGHkw02wbeRTlH2lz43mprW9VjGlgXRzB5cztqxq4g6TYutfvxVAPp/F6OoJ5kcYJ+iz/JeyTMq/yQ/bvALqRs/XUMLhyiADosTQZFpniVOGzJBN+zIa461JlnFpDxgl5CIphxFsESCXEktWTW1IuhJzIz2abyEsAgY6UYtsdYIkblFZszVRioENloY9VVjxTSGvIdjZmw/ENn3VBD4F29xxJYW52DOOQemKWt6GQr7JgoTibD782xGbs3gIvasgryFpLDFNT8H+2PxBbPNvZHtPN6mTXc8ej0Fa7VuIuINlLAn0Ekk5ZEAuVkRK4ZWidyoYJzpn5ddhIQnR+1S7muBcZN5LSjRfA9gyPEUCUjKmVEjJmKdJCWz1RLdM2fwwA7SyaHYFigX43YC2MZbRZ2JZH7prWK0SfPusHfeV2rMAFcDCwHftzml1+mC83O955/lzdrsdeRxJ4ygwKCLYqxlL6yzdufTC7tk9v/2bH/CnP3iPw6Hw40/e8ItPHri8PbEzYzhMuI/UtfKmVu6K8Vuz86o5Hy+VN8sDb3NhP47sJ0lNe9z1bgs5y0xb4SZZ7P2SaD0+z6IBt+F4Kny5wp/5wuDwaxN8sHf5Dr2t/Lg6l3UMgGqh5HLtCbSWCLb4kwpAQS9hDqziWmzTje24MUfCc8gweqzDhIBWeaL4lRnW0X4hIq/dgZQFjBP9dTJq6xocb7deegI99VN0PsgcWf1N28BPwOK5a/0TPihPviiAeoHtO1qPtZvDLyW2tyspCScixf/ux6/ORKmKNKu1Riv2hChbNFNGFuJpHQ+3X99SegL5jWtQhq/eoW7xxV16uJJiAtagOU7B66rtXmUK2RdE24pIYWon9TCMLKaGdkvw2RpLC63whli5kOUWHz5WBAS5QV+fZC+xEDZ1YcoD3aDXqkvAMj2FVnhrEvIkmqxLw6/FN5BKrN4EPuxV0Bd5pXhz2FBkQhuWZeKWi96DRMaLCjLaiq0mbTw6la02NsM/fS5GTSPHOnPIO0bi0CWr2Q2mhhDBQMg3QNrg6qlBFIKbbtE7qYxMQ2GqTnqcqV+8ZR2fY/vO+dUr2nxiePEMbvfkcaJMO5ZXr1gfT+EGLWlPvtlFBGKle6Q8lUHThJxI3UjDpnuSUWhbL2qU9hOUxLDfc1MSy2PHiwALcsGHQm8aF+zu7ykk6uuZ2ma9fynkUfXEZInDs1tmnJPDuTdWb7Q8siuF22Ei7wbmqmlk70pgGIYhDgej7A6M0xCXnsVxALjR60ptznleebzMHC8XHpuz5J2kC+FL0kMC4wGiuClCTGdVC1ftHMWMHLKfaLVxRGosdL2lLdZVLEDwYHiYaernPYCxbUsLbDCygLs4VJI5nhw80be4TCvBiGoq3Ddk7oqExzqzQZ/fEEa0PVgvJoDO63ZwBk2doKqnHOiyQFelETmpTCR3ei/UdRZNf13IDLRWqYgdk8woBTUiKV4bKrYtwC2lZm3+KGpYrGuKaZsE6Rv86LPWez9fdEb2iB9OirNWIz+JjULDc5LvyVqxYcBPC/RFEhBLYq74CnaQXK87dlrwux1WVxnQ0QT+Hk9a14+P8hZZV9hN+BrPYV1IywmGnc7B1SXjSZpGUjs2mmJX84RnrdPkYaCKYWWvIqsbLCe4l9eURxy91YbRybfPsMXx85E+SEpIn/DLgtPk3XRzD76D02tYT9i0E0vBdtAvkiVNz5VCdBjhMguwiXQob5WUikwy50rpHV/OmlLu99h8UZO3rnC4BVAM7Trj7QLdIp1mR71/zvFyZD9khqSCx02DCg/vi41Sv7EiPSaU2h9iekknHawG71iZGKeRsTnpeKF+/or15iUcOpfPv6CdH0kvn8HtLWmaKIcDy5dfsbw9aqo8DOTdjnx7I7boWpVKMww6++NeTF1STLckw1wz+nzGm2OHnc7+mz2HaWB98/Z69nsu+Dio6e/O9PzAYJl6PFPXRwH4ybC+4suJKWf2z5+xtMq5w3xZWFun3d+yP0zc7HfkMTO3xtokgxJYPl0bsrLfM93spQq0FEMVncm+rtTWuFwWTqcTp/OFY3XqMIZdiSTFvTVaSmTizEs5EhC0fh0BztefzVOhaClJIuemBJ7rmRwgyDDIw6TXJz+zmABLIhl1RQ3vkqRmUp5vwVvsjZ4GsbBKhjLgpcjLaipaV76KeVZkUOitwbRT/VIytsY9URtkl4Stxd+ZCQBxl0yuDHgA+bpPBqiNvJNBdPeGPZ5IdwfW85m+u4fLidag2xxJdSrw9R6GOfSssyhNEzY/wv4ZmyFnGgYZy57O2G4MIOqb/IgqxsSU0BBmY1j3K9tTyR2qJWtHzXqrVEuUJukHyQOoDbYIT418Cu8cERC29l3NXesmqwC4DpYSJqAxoaS+aP5LsCW2hEEpFsLAOuj97k11E8bVgJWnhstcPY1HY1XQly1d23IzZN3qpY1PY1EzJ6IxCy+mDbNOUeK7C5SQsSaB8FwFHXQXt2Vgw0H1QloP4Nj9Wgf5lrAWYOT2jm6iG9jkF1GXIZmqJBdhuNnk0WFm+LbVCClEvN8t0kxSClPeDQyLAXKPu0SGusZQkoaLXRHBHszhPE5ih7Udbb7Qc0LWjDoreguLB/8aC4WspLylksYx1klIYGI4rUG35KYV6ElZRxYM99WUJTZbJ+0zd9OeF/d3HG4P5HGHk+h5oAJHz5wcauvMzTiRuX3/Hf7kt77Lf/LbH7A/jPz4kzf87KPXXB5PFINhGhmzGJBrqXhvPI6FaRp5Z154sSx8vDY+mhtvLgtvixKjrDslwc1+x+gr2YyGBu85vGQkyRJg1axK6Zs7biNfeebPLjOw8msjfGvf+Z8b7B+dv1obx97wVOhdgCKxVty1b7r59a4fh6Q0pd5oSetB3j0W/UCwhFyACkkslkR8XoEFWE7X5LgejKh8Bcf8iQm7+Ukghqh5o4e6xbt8YHoXkaLHWWQeg4GUsNbEWonntaV35uvduO2LAG/YSBMt7sz4dza+hHZ0WztPsdp/9+NXBlHWRf4H7gn3FTM5x9s1vihT26LmPI209UwikULPbsEI2WQZdJfu9Cqf0RvgPeQ+qejUqYg9MEwgQXo0/Ksmekto5qJZMxdFbkM35SUxxM+M30UTurkdOoYaSQLEzpFOsn0IT58iZk0FeE5YPmBtvl4eRsKGoGBZTI/Cn0RNrRaNk6/Fjc/LU7LRFrPiTow0sRI6sGEX2t2Qd1y1yhvyXwmHK+gpJD/OXC98sei9LsPEuMtMLkaH0naeTIDd+7XBJvxjfJtEekxx0QYah8I+DdzmzMsX9zz79R9w/7u/Tm8Ve/0Z+AhTljHhMFBbYz5daKu0/Gk3kW/2OhTXRkQ1qQAuIbNwuUanrAPWUtayyCPWG/1yEYB1c8M0FcZ1ZF5nJQQEm6ilQqdzePGMX//er3H+6it+9q//G5bjCU5n/PHIUFbuP/g1hhfPeHz7mrePJy5m2O7AzuC9d54z3R04XRbOa4VcKH1lyAOjw5SM3TSwmwpD0eRKMb6i1ckNvLG0xqVVzvOZ47pwJNPMGXLBUqKvjXVVsz/E5cEG/KUcn7TYIpb13ljWTHbTrYot5IjSSdAdw7E71o0HqEhoRlN4gmxfgxMMFQPy00FEj+fkXwNsumiXKcfERs9XjteSVjwx0LbvTWzjUa8dWCHij1NMgxhiPO4NC/BHUoaOefi2rDNyGdfNnzF53XSlNzW6ZBJxuGe0lkgT+AUr+2CWbes8GGZbDPTmrfR1A91v4KOtR3CBBu4L5gdSEfiBu6Q5p6POnt0tfnqjRi5N0E86F3uB/V4gQndsvUST7uCD/v6yiBC0P4gNUUyRv/fP8Uh8MnNYT0q6WSuQ6dONQNGs4tm8w1zx+ayEk+Z4LkqW8gZLg9sSALTLkDWad8Zd3EkB6i1K3dFirFjqMGXy9AIuR/qkpCHLA546XCo+ulI+ehe4vp9Ex54rvPsO7kZbFnh8wE9H7OYZfXYYEmm90OsFTidst5cu/vlLUj3SquHjDr9csJtnYgtmk0xq6di4h9EhTVhprKcHXq0DqTXy7S3jMEY8OAJpi1IvHAJMCS8Z2xrgkDhZsGdCOz9OA7th5KYMvHj+nLvf/C3u/ui35TX0xUfQRnwc6BFrXVtlOZ5odcWmnc7+2wN5t9PnGuwfShPjoXUlNcRkiypWWHLkC1Vn+vGkc+3+jt04cBoHluWilJ/utJTEhMI5vPuCX/uNH3D57At+/v/+5yyPRzgd8YdHyrBy94MfMLx8yenLz3l488ilZOzmJbsx8c633mO6v+N8mTmvYuOVVilZ/ieTGdNhx243UraG2zRPa01pO9Ub67pyqZXz6cjpdOJco1Esk4Y5vbF2x0pSQblJokv6W+fPZiquhJ4B63pvrLZgCvUARhzPiVS+5i/Vq9a1SVrpTkR6B/PQoo27XASS5EGAnoUn11BUJKcsFu66QB9gGiL9ooWkqCnRpa2S/fUuM/EqtoqtAoi8zvh6EZixnOVVZAnbTXqxdSWNk4ZvQyG1hk/y42qXM6nW8FCo5OT0hwd6m/G50nMT6wqBWHhQ1PMdzK9Iz9/F55luIzbPOjt2OzGbcob9TgyIPP59HrX/4B55Yx8E66AH49PVBdGzDPBlKkw0QTKUbSS8OrlULMn3xzej4Wim5M8RKTnAZW0s1bfSXECi9yuf1jafN5UsG4FBE/xItiHaJItptL7AYxC6DbiilfJIAIm/U/rONnwNJvB1iKJBcmAawShJ8hoJcCWlzVchX5kkRIqW7Nzylb1OCrNLTWkFLhHk+qi2Uvx+D58IsQBCon2t/v82ELQBufrnDVyJFvYKUIW0Id5IDQK7hltXxk+/SnYsPb0H0QpjHcZBz2+unQ4y9x1GksHqlRyy+uaSTgxjgX6QPLMXaGJyG0ZtTk9bMlzc445qvuakoteyxbe3joYxyWAsdDJrAD6NOHOKQLilw2zg08QwZMZpFDuujJRhvH5W7o1m0FKmWaeXwjsvX/CPf+/X+Ue//QHjzZ4ff/yGv/7p55xevaX0ylB011TEELFBq6nnzDllahm5HWe+f3rkPVY+qsbHS+WcpOjorXPqzqFkDsWYMNkD1EYZSkhTo8/rBMlQ7Ore4ZNa8CXRU+V7Y+PlvvMn1tif4S9r4rGBlQJ9VU0bvAGCGb55hnQ6yxXs4Kk/zvHLQ56z+Qpxlfk5FoNjNtAyvj8lJzfis4w1tC1bJ1T9W68iUElfo92aYh0aRBqVfm7vwYjzJ89GQKbikcy3scyu4A9yU2o86VG2ITRA753aXQxHjJz+x2aihJ5ko+IFCqGnFZOtlKXn87oGKNCgL6Q8AFmFsQdTwuNDKoPe1LaItjmMV3YETdGAnkZ98L2DNWni4BqxSfiUgAvYMuntHK5FwIZNXB3lkxF5HXFo5ABSlOxh8UFqRB5UJjaw52vIbg5DNXsCSVJA1wKyclxCVYdPd5xVWr1WA1FOZOtqGK3Ej89S9PQWkv2G2eZ8HIdobZJCVXCf2SRTSumZ6XlgXTunCu6V7IkyjAxrpViRFjNkO2lbuOE2anHIxvhe+js3ERrWmRHj5Q8+4P3f+AHf+t0fMpA4fvaK45dfxNtSsKMameV0YbnMrG8eaFUGbmk3SS6RCo1Ow2iDaJze5dmSvMb0Il8vQK+rmn4TcJCSUlRKmaj1kTYGha0MwqJaZVkXHl6/5vX9juXVl8yffUV7+xaj0ZeF4faWd3//N8k58Xh8zat55TwMjO+85HlK7MfC6XTh0uRbMy4L5s6YEzelcNjvmCKVR+h34Xa3Zyojrx5fs/aVuXeO5zOXeRG67cYlFVIZroBXbzO9ikad84RZrCu0fkj5CfBqTRGs3aVVD6SVuADjPNMa3aBf29avtKhsEZpBW5UkLwUoqSmgUZ/ijcOafqM4ezMo2yxpO8ki+WiLOreicyAR50HCvW6zmzjsgjVWiqKPa4/PORIiAoCxbZSD4XVW89AsgJcOjNqjXllb1WQ3L/ReSDZEJKNYJpRJZo6+6jypl6tPkg7YiEivM9/0dB7Rac9639YEwxL7csXbKGBjTEDGT0coB4wF2hkfDvJwWBe4PGqtLiHpmnZYT3g9AouSM5Jop33t9OMZ3z/DaodlhvUMuxvIo2Lic4G24BfJevBFdPxVbD8ZbSeZhs9VgEgCH0d8bgIcmuPTHmjYcob9rbwUphF7PGrPDTLM9X1M3QOcZzBSEwBDXdXU7hudpLvMMz7s8fVC84xPI740+vnyZJqb9qTm2OWIMWGeZWKeO6yzPDXePpL6kTxMdCsCptsKZa+x4fktTAdR7ocd1mYY9yxL5fxwgoORKJRhx5ATOUueIuNfrk22exYLM7ka8WgAAIFPrZPXhYHMi+99n/d+73f41h/9HjllTp98wenTT69nP6cFX2E9zqyXC8vr17RlwfY70mGn5jhlujca0Euhz7MMLLvA0JyI5lx3ti/LtYiynEh5wEnkaUerr2jTTp9X0QSr+8q6Ljx+8SVvnt2wfPEp86df0F6/Egg/Lwx397zzx79PSsbx1ee8vlw4HybG77zHs2Fgt584nc7MVUlFw7JirTOWkZuhsD8cmHaTmk0SVmQ8OJSBN2++ZO1VRuLHI5fLhaXDuUciTxJ9G2/005H++JZ0e0eaJnmfDYPe+yrgnk3Pvq5x78sA+9rVtacC1DYCRWtRO7iigOuKtYYNk5gF/sQk9lxUj4zyl7p6WOWMzRpWpaIf3B3sMLEFWnlKihe2QTJMR7LJ+QLTKK+VouQzj8GUWZJspzV8GEnDKNnW+STwcxh1BpeJZOGbRILLiTTtaWnV2b+cSdOOvB6hJ9pyEqMzO/18JqUdfrcn7w7k+QL3L9Q0nx5Jz14IfHHD7g+qH4cBv8R51X41Xfz/VB+SDBs+ZiWrmeplzToNW7uI32htaOaTmHJj6UZfG22tquvNruaWTz6Pum0TxtIbta5KWMoDOqwrjaRpNgTlX8BO9U4l/Dbga3WIKWI5Gu7urn2WtpocrvWKB3CSnhhHm0/DZqBpAUZkS/TkYsIF+OMpos0deqSp9AArmqsuM+8R1Rq1S9brdjmdRiMa/YQ7SjdNGxFen0PW62tbjXet89I2L74Ot7bkNP3vBlbZE/C0+UhsFaLLb8PifTH8Kfa4I6A+3rLeCRajft26OKRGdiU4lZLJSWvDLQA4UvQ2GrbbMMJO91VOldsBejJOy6Kh8mZoHgwdzRBLgE5cZTts9VoRkKUkp8bGYE5jpudI3GmGDzvyqKFjKYVx2lNyYRzEHnfvrFVsnOqdOY08e+cd/vR3fo0//Z0PyPs9f/XxG370k8949eVrWl0FoqXM1e0j/AaTGTkbeZeovfNVShSMu3zhd5aF71XnU4MvW+etN5ZWeayVS0rcemJcK7thuAJ1bExRwF0yqJQn1lppGT5rK34Wk+t7Y+J+1/nDDDdz5S/WzFdecRvZzPKj8w3GiNhTQy6yFUFrP5FJWcB5CsmZZ5kU24b2hU+aMMcNDInv2XwWE3TSdXnaxloJwLMT62nzV1KcFjm3aD892C/+tC9tW7/qXjMRC51zMFA2+Y/WTPct3yp6pTgXqsdP2Z47hBfl1mv83Y//AZ4o6akR6wFeGGBjoKkd9xVHFGhauyJS1loobEQF9R4YUzY1iiEb8SxkkpgK97bJF1pgp5vHQ9BySta0jJhs9wZrwzbTIpMTeCpwhXuzLnD6k1mOtFUuJVDQiTAnk+jkgIrijAqvEvkzyBWaq5+I6T1qXdrua9xXo9UW5jZ635KcYrVIhgCFeo5FEif9GAd7R8+bKKRKgbXjQ+YqRaiF7jHJLwM0ad/FaF95kwZyc9LxRL69Iw8BiphxNcRuLRb2xmrYkOunxZ+WlbE1xl3C9iPzWnn9y6/Yv/uCNRvL+SIt+IvnOsznmf76gXY8UZcZxpFhv9em7C5H8VZprsunx95IZtdYZjPFT5GMvMwMeWCwlTUc1/NuovaVNcxjrTdN6LwImz+eePvf/hntrz6E5cR8OkJr9PmRtjr7Fy9Id3e8/vQTPvnwE14/PpJK4c5hN44s55lLF9KeL2fy2ri5veH2cOBmL1nTEEBDB/Ju5J3/9E+YxsJX/+W/YH5z4rQszEtjbTowjyiuMWU1n1jXNCYlhpQwNGXfqKKkErRZ0fAIDxUAdyHJAli2D1MP2/BXi5ScK6VK4MYVxe0x0UhacKl3pTH0LHmFbfIauxbdwevU05BTpIDBMmKEeXJK12n3duGbJa5GYpjo4eFB5NG8CfyEHkwRYyHIw3qeeXMbT1d6a8ouauqwx8bMUpX0sUkUuiXW3uTxm3ckk8zIu9OjqfEuDwqN1zLkvZqJb/BDGFYkcaxHqDt6MazsMJrkPRBEwYLVk5bgMEqqMiAfkeWiddSygN5WA2AzfHcQC6Iu+FBobpA6+IJ7gWHSpCiHZ8G0h8sJHyecSqoX7Yu0x2bFE9KNdMhPAORNEvBcF5j2AUIuyJXexIDpNabywDRBVzqTF5OxLIRvR70arpKHJ7CzuRKiXIwKn894P8edcoOtYKlia0zGb3cCi5/dwPGCIbZDHgo+7eXfMRY8v8DqSjrc4I8PkkTNZ5hGvE2STqWk5jqpsWl1YV0eOeY9+XEm84qc3yGXQdd3DrkIyHA0AE2ZOKan9yH2T1pnhg7jMGC3e+baePXLL9i//y5rSiznM6lk8rsv1HhfZvqrN7THR9pZzzXvD3Lh7wJvt7O/YVcfFjPIbEzERBpMRfH5pCFApOTQqmLsW2V1ZHzdG9ZXkodU5uHIw8/+Le0vf4qfH1keHtToPDzQWmf/zjukZ/e8/fBDPvmbn/PmzQN5HLhNmWm3YznPzF3pHOV8IrfG4XDL7e0th5s94zh87ex3yn7ixf/6nzCNhdf/l3/G/OqRy7xwWVbqWlnWlXMDNxXVaZB0p1vC9wfyNF7PG/Oq824YgmFlAs/G6Xpeb9N87Q27yihxl+m8GT4o7pf5os9yGLRets29GclDxIZX0lA0mOoxsy/yxbFexQwatN4d/U7rq8xYxx2Y5MeUjE2K7/YcpvmpyCMFl3R3ucTZrzuhp0weJv3uumiyuxwlz7Iwv49mNZkkapYGNbG14vfP5FG0zHjramxzkuStyXw6H26U9PbsGTK1TqL0L6tkAmXUezS+xC4Pf1/H7D/IR/eg9RukMQsbrlDx8DEgBhhGq9DMqF3eC0NJLA5rrQytatIcMmOPibPKD+2drXYpKUUUMvSSsBYynxafvdnVa0EphB1imNIzIX/eBp2qGlLaWCoxREJs4dUJH8etsdOz2oCCgCOuTbvimcO/xIEsqRHIY6WH/2LHgr3uV/AoGZH8gYZVmvsKHMKDqKvX1lwRwHwN7rj6nfQARfRT2BJzJMsHen/CU0H3azwVNn+LODNI21Fi17M+EU1q16RedVq6gjJflzSRVHPF7A3HuDSiHyQGUwFGdSengXEw5rZSdxPnCwzdmUyx1l4H6hZuQayt3mmm33UFu3Kw+ROsrUlOZGK9dyRT6ab1uJYJbvbsdrdi9q1nBneGnCg5xVDWqLWzrAvndeVoI7uXz/jj3/oOf/Sb32YtA//hF6/42c8+4+HTz2iX89UUIbfOmIeIsw7jh2SszVirwLa033NJiVMu7IaV573xw175QW+8XowvmvPluvJQE28eK2WY2LfG3mCq4SsUg/mkCE5586S0rR6+6Jn/flmZvfKDAe6K89vZ2Z1n/nKd+Jww4g/sbkugSUkgkgUaZ7GWsLCZSIXedU5ePVmcJyA8AEGBh65zvqtr7loKpNxV03NtLaMX2RQPLXju/iRrg6uxrsWQF3Ks7a6eZ1N1xHKsqG9Pm1dL7Ovu8v25Pra2pbvA39qAzjUZlABTfoXHrwyilJRp3uLNHQNU6QGqRGvmw9PfueNlB95ZXbneubsuVhM9Sa/TIQVrxUJr2QBveCt0KtZWUdsskfIUNr5ArWrCPYCdrs2V2hqOu9EMsWWmV0DO9x4RpjLJ3CQIdmUpFUt6vYaYNg5b3DIkaKsQM2EpkGoU5cHQWVctslTwPEqTZhZu3PoxhmPDGBOWr8k1vHOFxTqaWAbdFlJ4w6CUCTewObxVhkDrREdKacRSw8KE83VMb9PpiFnFh4KXwhCX1uaerEY1tNIWzWrvWHWG1piGgWGYaK8vpJcD490z2tsj8yefRpxhuLC3eI49kL7eydOADWL6dO+S5FRtoN51YKZBdPTimTxOpCxKGzi9FMYJdkNhOV8UYltnbG2KgfYxNK1iFOVWyecj/dVXnF69kYnilEjDwHoZaCzk1nn7s1/wy19+zGeffcE0Fl4+v6dMRcBMFliXLzNlWbh5/pz7ly/ZH3YMODkkbd3iM3Z4/NHf8OYcSUS1XZk26zJz9M7ZhpDBhdlxb7Qm93Hd4yo4rsSzTdYThasvK+RCDrmXcIUtDoyrnAYCqIxL9WtXMtczIgobAcCiQfaE/CSSfI76NbmgBzKdVbQGC8tSDv/hUUCpB7AZU3sPLaPHVEKeRk963S1DniZpDz0kc91CnrSxbPxJdkQcNSZgJqcm2Z+rGWj0UMgZUKmrmGmeMpZWfV5JoGoed/F6VHR7VzIFbfzGy3lykkzA1zO2O+A2gFcsYnjdHQ+TUw3TFtLuLgxCs5r/2rFdEYgw6vw0K9huxC9VkcGrmihJOnV5cjwJrIjpFTVGd/VCtwFmJQT5krBxxI4nTW9KJk3j1ybyM5Z3ug/yiI0lCgQZWFsRsOO14bsdzGcVgLuDzsHjkWauyVebIxko4axwaTBMsMYU7XLUtNIGJfJczrqcWcm1YayQK+nmnsQCbYLS8ec3CPWWdIlW8XEfUs1RjJjHI5hr/1uCx7dwOGBjwVLH1guMWWlUw0LeH2hz5XH5Epv3V7ma70bJEnOc/Sk/FdZbCs8WFdw7qXaG5kzjoKj5Vyfytwrj/XPa6weWX3wE88IW++lrJbWIIu0yCs+73TVu3nunn8/yQ7HwzuidtNuTaiV7oez24Y2ie2EYRyZ36viO5EHdBczVTl5m+l5xtFLgJUqr2OmR/uXnHF+9EkG1ZFIZWPNIr2dS77z967/ho5/+nC8+/JhxMA7feknZTXH26/MupzNlXTi8fMnd+++xPxx09ocfgyePxg0e/8Nf8eZ8YX77yFo1yOjDSL1cODdn3sDxpDQ37422rHqfombQfR6fQ2/Xs9wt4+cLNsqQ1uxrk9pWw6OlY4NYIk4n9ahxcubrcaVgYmzaqtuge8goZdKvoReSG0/Dk7nrMNKXRWdklizOzwt2uAs2SsZXFeFinkTRnxJpuWhthrkwwyQpTU+wLPp5VXcbPeqeYQjflK61GczLrbHFMrmv+N2NyvBlxR9n6pB1dq8z/XQRqFsKVpfwZUsCMw93iryeG3bY4acLJJeUJw1/v4ftP7BHCxZHCWPgzV8ml8TQMnWttK4jR9N8TYDX3rU3Arde1kYOj5+N3bwNYHpEqPe6ShKm/l1m0+6MJTMNOabMFlNyVTDd7OrLIjnG355UC0ARKCHcpkYvEPUDcG3nLJxAti4Pnoxw3RlMTOBqQj428gjuNGoMep3anSGFbCbYyXqd+qkbm863oZVvgoX4gQ4Nx2ujOGr0A+TY0nWe4m/9mtxigZR4fG6g0ieHNFKmulwBlWQeAy6dMyUZlpL8Y+AKVhG/JwhkbH2KbaC3jGc0BHQTeBmiKXlqRDOc1d+llBjGHZfuHL3TauWwGZpGrcY1mCArcnxTJ2wSqSHTMWrKYdkXjKkE3QZ6MmoqtDzBfs/+/iU3777DYTTaV58zPxxJWUDEUnU2ntfG2/PKm8Uohxv+6Iff4Q9/8zusZeDPf/6Kv/n5ZyyvX2Prwpgk2RpLJidFI6fNXiF6t6lkzgaXWikO47ijp8JSKp+7GCh3deV5OfOtWrkU48u18rk7r9rCPFde1ZVsA7thYEjGUKCQY72KaZFTFmvIjNcN/rzB3Ds/HCsvS+cHB+NwWfhRK3xqndUS1Y26geAhtTEXwFdXx8rmSaQz2FMk/gSBQXI2gZ5bYpQATY8kpvjvpppi86fS1zSl82hhBFFeIE6o9a7AY3b1Hs31nDIa9HdLBKVLdgYkVM5pEJtydNTx8mqwWyxJgZHMAlTxq4+LZvLCCkp4Kv0qj18ZRElFk4JWCXNRwNego5XYYL5BpgIB1kscRNAs4ckpW/pHDvqrzhptgF41vesrbhlLA95j2pJkTlTritGlreyNTGGDdC1nRRWlLNOmOFiFpJfQaRE/U+6+ktdoMdTwVPHeWG24AiJEA++1CmGzLT0BxX52VDQ3CSIyjkZ9wbLpF0rOmuKX7TkB+fZ68AEx9VFSyJVinQeERkQjZy5dW6uRLpKDCWN4O6uhRYuzuyjBFqlFq2XeYPLyvGji7imxt8LgnWJVlw6bpCEKrmSUXhhpTOOe8XbP7tkz9u+95Pb5Lc+mgVqMfrOHdWa9VHpt5HEgMcBAvCeGLSs8HOklK44S05TJHT8+smlvyzAyWqKMgzTbteGL3scpZ5Z1ZWyZ5onWjMkzzw53PJbgKnUnXU7k00kUXqo+q+lGzVwZaDnB6UQ348u68vnpyDAWXj57h/1u5OzOawpeGjvrlGVhujnw7Nkd+8Ne1MV1hZyoLdhNuVDnC68//ZKlrmFOm1i8s8wz53nmsTnrkMJwUtOO2mVkpaz1xDWBg5DLmFDg7lonOWdSyZQ8hHkapGmkz8vT2sFhS3EwTU80cYkRiIGkNEqKEo3P9Dr+VuyjK4UlLvaNrp3GQca9G9A2DKHaCfNR0nYiBt1ckeDWQw4R0iKlA7mmsgzXIqLE+7HF/LHtqyQml4r4LHp6GegtKKur4rOzdxUjDWHi3oP4YEpoSYmUBnIRSu4OdAEBipm9gC0ble0b+0j7Qj+dnkC0tuLrEXB8fxfNUlescNeYoy8P0JKSbWqnlUpeqqRgRc2T1yiEx4wvF53FkeBAHuX/UVfFK7cVesWWGR8ytgTzoq6wVlIfSFPE8E0jqbYr5dTGQTdqRBj7ZdZEvClNylOn146lSu8L+BgNZcLnCz5LTuTJwS5RwDq+XNBGuOh114bljvkeqxXjgtULlsOxPoeR+P5WaTo5w/EcgMmqlKI8aSK52yMTwBXWHNO8Cnd70nyhHd/iuzvMJl2w568EZI0BLHmXKat3WFaaG4+nip0WrFx07u4zu5wZeiW70tYE9hDFk9gCuRdGKuN+z3h3y+7lC3bffo+bd57x7LBjHQv97oAvF+rpRG+rfC7GbXKLzqt5BkwM0pIFmI2S4PWHM8RkrewmhlwoY5GUsCoZqZeBISWGZWGcs4Bpz0xm3D1/wWMR5dh6J52PpNOZNF/AGr03fLrFxoyNO3rO+FF+Ua/qyhcPbymHie+8+wG73cSld96kAVplRyefjenmhvtnz9jf3JBLIa0yJ2+94V1x9+185u1Hn7EsC6t3WsnU3lhPZy6nM8fLQk2D2DiOitN1oXYlItmgKEhNx3V+2rZut2FGLopBnsarV0TaT/gpzm0Lb5RWZZTaXeBe79jmdWX87cSdaMlYFt35OWTWtKj9uuqzMPpO06Tmd/O7OuzBTHvqssAoiaYngZs+r9ei2xEjxOsS5rFqdL0EnXyT8lrHUgzmHMk9t/54ncUAqys2jvTq2H5POh41obVOWmRuqgTpKmDo9laDnpTIw0gyJ+92VDc4n2XOuzvA+UFv7GH/93/g/gN6ZCzYslsDrjouuY4vMYg6PSWyN8YYJFaD3pw8JLwZyzxTDNJupx8c1gAa4BhrawGaiI3b6oJ3Y5eMqWT5TgSAopQ/eaBVVwRzSRr9pahhtgGR2BZGaibgLACNEMNQ1O2xsTA82B/bwwPU2NgKGwvFpRGQxASZgXa6DHDdSZaf5N0YWJj5QxhDPzV4mzfDlgZqAZYk18/aPCcgJEQmpozSgLZXYhG0HK98G2Ah09drHeZ+JSp32+RGBGierq88AZ4lo7J4/dvvirdKoNX2d9uvDTaMuXoh0KBQc+AerDOjpM5h2nFJcHk8sabGkEZKcQF1IdFKkdii1y9lQc+hLI9hrXunhb9gd6MZknmlQrm5Y//Oe3zw67/G737/Pcp64sd/eebD45nmYhGVWineaevM6XKhjAf+6Aff5o9++B16mfjrj97y0c8+hdev2fWqGrOoR7NN2p70Pst/I3pcd8bcWWvl0sG6M1hh3I1iQXvnVW18cc6UNHPwMy/pfOCdas5b73xF4lVfeTzPnJLggjyMDMXIDuM4MJnuVw8iwCMDP1oblw6/NS68P3S+s3P2febHK3xY4YwYLM0bDYEwbalP0h33K2h+TZgC1WCiWoWJMLq3o0a3HuziJnZK2mp/Q70NSf9/Yypdd9sG+qWrl7elrwF1sdLkjsSVDW9J8cRXtns8z963OG/1M+o/47MKsEeHjYfKQ3Chh5eiWebr58B/7PGrgyjbNDZ32paesHFozAScMENfwQbxGcyQ7VRc1D0WmwaAQWMFNi+G0N+1KkTUbeEatQukNFyNVWWOU7CsKDACycwFCKNOWo8p/ZOhUm8VLNIXmiAPesP7jHdN4zzpkN4ioTb+Ue+mon0YRS1rmoykNGg6YqKYSnMRSHgacFPigowUO6QxvrcFLaphJSbene2EEmiTDFwxrh6DKYLORQqjziSGikzQDGiQdvR1IblRBhlpNhJLT7xpZzgn2jJQ68SzqXIzyF26pJg2BK6eLDFYDtPUTiExHA6Mz2+5f/ke3/m9P+L2936L89/8hMvHv2R11EykHJ4lBuOED+enNdk92CdOnyaaJdoyi5kQdMhSBoZBsWhmko60MmKTkE/DsVo0vRr35Ls94xeVslRtpNbwy4w9vMXmk3TZ4x7fy917uL1nyQM1Jy6XC48//in1dOKdF8+43Y2MuwOjGefzTG3OUFd2w8D9zS2Hw42eV1txGm1pQl9HScH6ulBrY26VxZ1zrVyWhcvxxKk1TibNfvBEBOCtlbWJ7mwQ1OeQCJjJD6QnSFCGRCkDZRwowwi9UmtToQ0yuayLpjJJNGxp/lo4WG9FRIApX0OCbZPtJb2HxCVhG5iY7Eo5TT309L2FB000wT1oeqkITIkD2cqgg7YoZlS63fj9OSZRmxY49tQTmIcuLG8Yg4CfJIlSKpHoE8wjUMFkLvZbM8fnkw7scsBTpveFNhwY1hWGjNdVjWeOFCE6nga8zjzRGb6Zj5wGbBSQ0VdNl8kDnWCMWIH6oM+jFbwlYIIhwSIDS8qEM9HppG70ZQnAt9JtwnuWqexywQ57WBZ8PWqdJpMJ8NJ1Bh5XnacmMD7ZgFknt0Y63IVh7CrAImWNQpPRT2clheQBWy70cYevlb6ccRdt3EvCTmI3SEzbtT7c6MczdvsMM+011hNpvNOhXMXCsLoCBUawvsPaBWs70j7pHHvxHv54lhSJDI8n0ouX0AboRzWfZQw/hgz9DNOE14RVI/kKGOwPMM9on2UxXlIGq3C4oTWlsOTpFk4VmijRj29ew5sH2stb2vN7nu0m9vs9YwopYg/tOipgh1yYpoGhO9ky5faG8fk99+99m1//3T/i3d/4Pq8++iXzz37K6tr727mfcpHnxTAEZquCpq8h49wpMrhf5mDuJMycHDHx2YJMn402jQJHLMzwhqKY4t2OfHfD2FbKqiLQW8PPF3h4i51PME3Ybo8fdnjvDHf3LLnQElxORx7/4ke0h0devvcut/uJ4eaGEeN8PFEbAs93E3f3z9g/u1cUaF3j3FUqn42DZElLpa2NpS7M3ZnnhfM8c3l45LRULhisq874lEWuWGUqy7gT68aQAf918hwsEmKiN+0o+4my38Gy0KpMXh0jTRPtrFRAxkE/BxeIUYbrtNydrRNBnP6ns57ukkmPgzqWhORA0RR6CeC6NdwrTHvt0x4JVWa6D5YL7g27dNK4D7lZop/PYoN11xCtFHw5YZvEdHcIrxed6e5OGgesrtg4qW5KGcI/rNcGeSKFr56fZ+z4Ruttv6O9+VIMm8NLrDrr2zf4O+/Q60oZJ8mcvGLP7uDxQYD8uIPjo4xxv8EPN+1VQ7J3dyLxLuNMqpuN8CzRJL6UwthhyWsAKQPrvLCslZQWyjip2UyI5YqYIi3u7rVV+tqZkjGUEXJmddMEGYLZTDTphPeCBrFSlngALlHhtPAQ8QDoA2hIm28CsMnW0YhW69zF4FJw2pa4o0a1halmikYyxAOomImGbPtdFvCOb9HJhDA5pEIeg6qUeIoe9ng9AWJsLEH95Cs45Jv+/YqTGBt0swFeWy+p55vUnnioB/r2NRvAaSFv1h1QzLYZrZ7rldQcQzXXGjGPPkx/G0yU7atMzOaodZMhIDgZk+3xva7bLa96cLESLSTkhATFEUDS3Oldpq8tZSqd2jq1g5PwIePjgbw/sHvvfX77t3/AP/mD7/Pt95/xsw8/ZvXE4qZEomC2VjrnpZHHPb/1/ff5ox9+izyN/OTjt3z8y89pj28ZqLKIGkNaHK8152i4XeyK3oO5k8CyMQ6Fta6cu1KCrMCUCiUZuXRm4LQMvGrGT33hjsZLOs9T4t0IOTi78aZ1vurwts6cFjgaPC6VXJL2Sk7XNLdumb/BuSwjv+0r3x07L4bK76fE3uAnS+KNN7onkle6R59sxP2ar8iYB6v/GnJhT5+//qT9Z31bf1rvFghdthRxwR49crQY19VC1PJaG8RaJBQF8WUapmR9bc6STHVXcmRKAnw3n5UU4AuOesoNrjGUvoPHflQ/kVMmeY1zJVHdpWT5FR6/8g1h7jKkMw9qWBGVar3EExTlWP4OVzwUEG3TurxL+sZu6D0IK6bLnBpxRSGdaYvScSI73dzobZFBJLG3vJGGMDb0FOZDHkNrg5KFOBEGSTjumoBsCTq+aeADoBFCZqS+ACUOohSNg8tvpDdkfJNUaISfAt7D5DOidgFaI5VwmzckF+gye/MUaF8ZgrHiusxTlr4vJA/YGP/ewRM+EiBSoHqJq+Ghms0Ey1lrfhoYUsbTntwbramBf+iOr43mC0tdWHeN292OKY0MNMY0khNM48hUBkbLDEUO6wXYDzf85j/9Jxz+s39M//Dn1A8/lHv/pn+kY22TbSnyUUihZD2arA2aJipyJ6jmTvJOHgp5KKRWnxybU2LtRArHQE8rZGM4HLhUgQxpOmCHPZ4H/OEBXr/GciEfDnL9T5l8d8vw7Xfxn/2cWjIP88Jpbuxud9zlwh4YS2ZImcfzInR6adze3XDz7J5UFK9lSFPXu4tZQ6J7pwJLW5mXlVqVzNB6Z+2No8M6DJpk5pAQtJVaFxUchShFIu0mpkCqJ6XtLTlTdoqILrmwniQDaqCse++sLSL7XLFxHnS9qwxvmwog/xVZksQBGUClGwEUiTVDt5iIG9YEHKUSDZKrwXVvYnX0FfdgStHj+zcZj0nqgPx/skkKRR6uWunUtxShTf5TEH0vLvqgdQt0VAGfwlC6x4FsHm72vUOa1FxH8e1ppK7yu8D3mHeyafIuM+gkU1lSRMZ+cx+2LrL9UP4RPk7QEv3xAVLX/pxuxczooDKwBw10QJG8A+wT7qF/H2M91Q5+FstqP0kic5lxa+BZvhjd4fRA6rsA4Qq2nEnlDitO6gu2O+gzn4oA/f0OvKqUa2I59hzPOSjMfj7ji8O4F3DWLtAzyRZ5OCxVqT3nGZAZZzofodaQik4654YdXh1KCWuUhPuIXR5Jz96RKW4Z6Qb+cIbLWc1nrYopnheYV/AL1lZsl/Cyw+sJyr1SUHyFJeHjCGhoYGYwFfz8iFVTfPjtnv7wGk+F9PyO7IY/u5HEoe/o5weOaaU/XGiWWdaF561zOOwZp4nRO8Mwki0xTiPTNDHmItadKY7yMB34g3/6T3n2p3/M5ZNPOX38SywYg2mbEAWYYjnjKT0VTB5+Mj7S0kKLe06MCa2lPI46+2uN9ACdA7WLdssw0ssAnhjv7rnEMCTtJuxwkOTq/Aa++gorI+VmT9/taKmQnt8yfOd9+Osf03Lm8XzhtDT2d3vuhpFdSoylMOTM8XTheDxR1sbtsztuXjwXo7TKq8S707az31Ikl+jsXy4z61pZl4XWGrVWzq1RbSAXAUyWCz5fWE9HemvkFFNc072fSrnefWYCpvJQKIcd5Xav5nRdg8Fqev1dPiBurgSeuoaMwORrUlc8UoZICeuL6rkimaPkuDHEuVy034ZIqLGi71tm3Qm7UY1SC5nzWpWu15cIF1CKntKD5OXiJGzYXwESRXs37UF6DLK2+ihj6xoG9BnPWwz5Kv+8mObSFYPsy4KXDIcRljDePa2k/XP6neK2eTjRpxvq41Eg8O09bVnJXsl5wvcHfBjh9KDkv/ny933c/oN6BNlCNbH7NcpWQ5cWYRKN3jqVlZImksOQjeaJepWmG22t9DEGoT3u9mRSMK5KxsBkLGmtimVbxIrurbGFHG/sp2QWnoYyDjVz7SFU54g18uSHYDgFDWk2QIQAXlqPhpFIHjI1by3Al4EkiQJ2nZCbEV4SSgSpvYdJ5hMIbcGQ8Y7OuWDJmKlFiXaOLaXUEMvEQqqBd3pP1GQUi3/3AF4gelk1iGmLNDKA/PRng7YNKFOARJ2QZZiidpPOmBbnjcZgIcUImcfmu7chQVIPODR0psVr7t23llWfp+t7rixTYmiXjHHMbIlILSf6sNCWlbGupE1MFIN6dyL1KcB3N2oNf488yiZgkJSn73Yc3v02f/i7P+R/8ae/yQffeZe3l5nXDxcul0V+VCbG87LMNDN6Lnzv3ef8/g+/zXi44W8+O/KLX36hNLde9dzLpnZIsba0PmybEDt4d6qbZnHRjO+HAfrK4nCqTs3O6LKNKOPEziTLz8vMm3nmDZ2Rzs0wcIfzzDvv5c53ewc6l268XRtvzHmzOsdUuKyJGsPFqRQGg7et8VWp/MG48MND4W5s/Na4MjHyV0vh41ZpFN0XLbw/k0ykc9ZAN+USPYH2R1g76476GoCkfuOJ1WgxzFzCnDuP4YVHJ2XtSXe77mWL/ay9ofXaMURZvq4oPYttKHMFetCwDQ0etpjybQsEhIN3/V4RyfSaae3at5IgeyP1GC78Co9fHUQp8eLLqClFc+l5Ay4JWyeUSTxivmrSYiW0iBmy4px6EhXtquFLOajVIZkxNYDdE9lXSkqk1INi38hjGIt40DvTJPDBERroCcKERgkbjiNddgdNJl06fu9iWygdSPrsxF7TRjYq04rMLVHTQBJzJDY3vmn4Ih4V05QlJTyNV6mTt1Xvg1Ud1mvHw9mZAIs2jRg9gBsS4UYonTABSrQ5gDV/gofDh8JS1mVHw2rFS8PyJJ+ABm4Tbe08LAvdG8us/PTZLtwBd7tRvifjxJRhtMK43zPd3TK4k5bG9K13KB+8ZPn5z3n8737EfpoU0Xu8gBE+ozX0Z2ga6NECpyxUcV11uUyBpMcUkZREKdukGlUN/wbkpZzozZjdsd1AGgvVIH3/A/jiS1qttC0L3DLD/h72N4w3O3wceTg/sH7yGfXVA8fTkXrYk28Gpv3EvhR2tV8ZGzd1oc0r080Nh2fPyZMSDrw5LTTAPd7v5p21dWrvrJczdRYVuuTMasY6jJx6pVm6IqXujdaEpGNOsYJtlLXtMsYE3ARtDYe2NNryyJKGMAAMUMcRdT0uWd19wQoz1Lw5avQC2NwYIdfDxpCfgRFrLgmcjJrVIyI7GTqAkgl0QAwOKxmq5Hf0qvfSu7w02iwm1hZ9jCKoSfJY0WTIwpfEg+USsh+k/ZUerW8MPK7JWHH1p5TJZcKtMISfUu01Ig3D8TsLRKzJ8eVECaPRtFHUu9KP5M/yzU5osJudGsehYAt4TwLXcpw/lvHFI271gNVHNYhp0vmbC4yDdONe4HzR/ZETPog11b3grx6wMYkFWDO5n0hpko/C7b3kGfudzvlxwHDSzQ3UAZsXeTO0LqPicUdrMiyjrWKclAE/adrAYRfAeIbHB/AZt5E83ECWCbiNO3x5xM5iRqb1TCoFbu7i9d/A+RGbDnDI+GnGqHhdSNMId/damzvo5wvdDmALnlzASC7aG5bwXcZPIb1bKs5CTwOsZxWH6UZstMMeP76JUU4VMzJZsAjENmhl1Ou+zLh18mEfkopKn+7o1Tm3GX+8sC4Laxq5z8ZtTthuxziNDLs9UzbGXBgON0zPnlHcSUtl/OBbpPfvefzoF3zxo5+z2+/oa6U+nmOyCqz12qzYbqehCSagqbvSlXAxVYRGX5lvKYcklxZAfAxeSpZfU06iR+9Gnf046Te/h332BW1dqd4pGFYGyu09dnvPEGf/4+Mblo8/o375luPDA/X2QD6MjPsdu3FkF7IcgH1dqPPCdHcnA9pppK+V1EMm2Huc/Yne21WSsJxO1LnKZDd8HNYycG767BMBOteVtuqmspLJw0DeIiaTXZk3FKUkyETQactK+3KOWqyJ1eeOjUhyE1M8D4F5GpKamFmsAaVlBUC8PRdM57uZ5L8GaZwEZFyHWI6vFxXSliX9Saao0GXW32dDZt0d1kUmrb3i0w6WsxhpyyKz5FJ0D5QRrzMpDbrfSqG3KnBmHELmHWB2JgZKiw6nXexjb5hn0jiShwGGHdSVXgq2zPra8JWzIeHHhV5gffWKdP8cxh22LjBkRScPe/xmDGbZN/jRt4YmStSnv6ZbQcbb+huP+zmXFA2YMbcFSKyAxx63YSAPYTDrndqc1qo+WkNebGi6nKJeVFqniFEEIJItX01kPQhcbGzY8PnYGLTmYu3nZOQUwyLTuW5dtUS9SgxUT4utsYEVTzIYUIlQkhJYuicqGvim1OL3h+woxVR9e54EizclihmZRLMW0hzIFjVeTOhTgKfyl7B4z2Ke6sH2SNvrdK6SJP8aS4CQOaMBpOwj9T71wKUSIR+KaT0B8Fx7jK1RtnjxT3/19L4EYOKBENkmb+EpBaY78rNIHh4YApTLMKmGHjOXdeRymcmtUWyrhpPOW8J3I8nXsqchamwT4JYz5zSxf/db/KM/+E3+l3/yQ771nXd5dan89z/9nD/76We8PS3kodC6K92mO6lMvPvyGb//G9/icHfgZ1888MuPXuPHIxONlnOkxpgAHAsmRJUnkHePAb76lM0DMmXV7VjiMA3sWmduzrp2VjzisIPpMSTJ4VLmfJmZDWpyThhfWqKwsjPjBtjXmfsx874lcm+sa+Xs8GCJx945LZUTcOmNn52d10PiDc7veuPFaHx3mBmtMnT4Re1cWtQ4QK9NXmA0DUHCI8djfRH3+jAI+NkSY7c9u6kl3EzMQMB7MBeN8HKJ1rkHoyx8SnB5Cm3vY9mkOtblt9M7ycLXtLfoo7Q/nA10Qb1j8mvvk00SnxqMrm1NNcJvhQAg4wxg2Hh1f/fjV4847nJ9t3BN9ti8eSgkKzSveI0mBqFXZltTFiyE5mCLInltoEcSAYFUOTICG4eQ5/RGKWN4OsTe3u31ghOiioaDjFULbdM2ue+SJLgQc08xld5+UA60yiK2LQ1iLPQGrjztLS/aSNgUSFse2Mx82td0Y3GC6+tTcJu8gTU8Yph1MMbExhUNfXW57jVqmpDt6MSPD9WjSa7SATctGCwkH72zmXFKxiSjOHfD54WUdpTBKHnAiyu1xKBl47E2FqDNZ3x3xzgM3A87bSjvDEnpM+NUmHYTAzDkSv7qxEf/p/9SHrd3zuU+8/D2DWtbsVZxkuKMkyiBab/Dhqw0jZxoj0c4HrGqSVgfB12gMWlMKV1pmfRIlVmbplAm9tCyrqTWwc6cW+dxXpgvF/J0kP9c75Tdjt//nd9j+s53Ob3YcXl8xcO//Ne0YaJ/+30uv/yQdZ65KYWxjOz3E7uuzZyXM7s8sNzfcjjsyOMg6vRS6XIlxrzTh4HVdTC2LipqP8d+yCn8NhZO1Tlvl6Sl6z6qrdJCapNiX1lRZGA2RetZStJhdqVu1EUGrImzwDuPYqdqzRLN7ZMGLKZHFsVLDy8SS7ClqwT4pyQgUekk0dHXejZ8nQU2sDE8vma6bCYPnKWSSpFO3TdiaQrwMAXoGAhyq2JdNQdP0XQn+rpJeyTBS2VUJGecvFYkhlKqiAcopILc+hoNSCUnj8RW0d27mRr8ONPMCr03lvANKoQGvC8qsq6A1zf34ZcVz6apcMgfbRpJy04T5HYRCM1By26vqGJbVtJ+CiZUxdaQvQ0HfGwwaJ95yXiFlAfyfhI4vyzkck/qwpDpK/bsmXwOBrDliI07NlM7O+yD4t81YfaV7qZY4/2e/vhW5p+7uG9MKSRGg5s9XDK0hJ2P2N0O6hHO0dCPMqO0w518JqcBX9CUehoU37xkgTfDiE2oSU0mavEsLwlPHU6PqjqnAWOPktxmfBxgt9OWGjNeB90TGH68kMoZbmRSSxj7Mu5gnmU427pApMsZb4a3jK+SP4zjQN4XfOfU+YLPlXZcONVKPSfFQh4+YCgDt9NOYHtvDOOecSwMu5FpP1EwhrKQXp/4m//i/yMC6Q3s7gYeX79mrXH229PZb5aww17g027SlPB4grcPsChFyadg6ZQsc+CUFPyVMvRL3JkLtmhPem2sy0LyAY4nLmvjeDpyuSykW62Z1Cp5N/H7f/jHTB/8Go/v3jK/+pK//n/+c3wY8e9+m/knJ5bLzM0wME4T+5s9kydJdOcTuzKyvrhnf3tDHgf6WvF51tlvdj37a2+apFd5gfXzIrf/LHas9wvn2plD4rjVC+5GW2fausZ7rs/Q8qD/Npnjm8nnx7rTLhfaZVEk8HwMiSOQjDYHqOEu4LJVyXmChp2GqI3aKnmLZZkhb01QF9uKnK7pSVb1tV4KzEfJaXyT9JX4eVVDpjHktcMoQCInpfbEFNZNckx2Yi/6utKHUfshDddm3S8ydbZS8GXBpoMSr8qAtUba7/U9ddZnkPR13N5g8xlbO9YWxUS7wekNvRXYjXArGm9vM14m3JUiR3PJgw439ONbUkODi/9/HLj/gB6bj8GWjamI1EzvldqbhilJfhx1i9Jeo15IUEy+aZYk2am9C4wlWA2WcVaS9WiW1Hypth+xrBrAQ+bW24aWWAxm7LoXU1D8FeEL0ZtdwROxudK18d+GR2JMxHQ9wBf3HkELGlI2J2QoRu7bniLqg+0Hbv1F/GJgY5dYDgnPNi2PAW0KgOGq1Alwx59Gafox20rc2OZxfggnVd+RwntCcpL4HUR70R2KzBWuPYdx/VzdNxlTgghIuP4eC7FAWCJsvXQ21fabTGrxJ4B4a4k2CVJzICWmpJp2qZKQtKsHYokheyGVTisF7xFhHQN2fAs4QDXoqPTNbIiJRqblkdtnL/iT3/sB/9kf/4CX79zz0Zsz/+5vPuPP/+KnPH70CaM38pDoc9U5bYnDzY7f+O473D+/5aOvTnz4i69YHx8ZkTluDpaOiAubVCkGlU3WBN5MPUeWV0vtHfNOSVk1f5JJcHHjsq6clsq5OtOQuR0Su9FQBeqs3VkidaiJ/kOzkcWdU5bha3KZLuf1ws4StwbvGHzgrhCXLp/FM51jh9ND5cdL5d1d43YojKnzG6lTvPHTNfHQQ5aTsiLpB8moUnhWaiFpTbpp0JGywC3f1llgcGlb9wGUduMKdDgSdUCimwsgYRuTBkss9odZMMC6YrSxSBfSplV3Hl59m9zIAHqnu3xYn9xqE+b1OjQQqyb213XwIG9VPY9f7Yz8lUGUvmqy4jnhXRR7YRFDHLSmhj5ekG/Nb8oyzdt2ZESMaUM26qI/p1Tkx5HiwCsDaVVDs9Fy2FA934xfYmLcN5GkBTWsq3ioAjJkQhsT0Q7kDssqCk8CSx33jPVo8lA6ghEN75aSspkKWXgxAJaVUW69x8/bKIeQ0hiUpa2hnfUcbdDlMMghyVyafaEJVfRzlusHTBxGljYJSGRpA1xjkxNXo1+Emve2krJYPiknpsNOxcs84O1I95HuK3PvfNnA1srenedZTvo9KTpLRkYjpXXKOPHs+x/w7gffozCxXM48nh754uOPOR8vpN4YHTw5fY0UoSJttu1UIPdaYSz0ZQhPL9NnlTI+bTnfWbT9tQoAuxpbPUHf1px1mVnduJzPXK7IcqfOM2ldyL//O7z/f/zfcdMaP/qv/hXHN0f6WhnGxOWrV1yOZ9IwMZSB/TTx4tkLvvXOtziej7z6/CPGtTLUSikj3qV5994CyEuQs/SYrStONz7PcS+Pm54yc2vMl8pDb9Q0hRZYl39fK63rOZchPt+c2SK9kmXSUK4+A9fkJheV0pMrDYf0dIIRkhvf9lm5Fh6aXsRh0zXB0/oMYKcu188Eixjl1AJwME2St88g6H7b5GXT8UoK06IoCu1tDqZaDyZSb5jJxd1pWA86fypQG51Eyh4X8qhDPfbrtu6NFlMPDyqfIsC3yHQsK1IQYyyZ2p0FwAaZMI/TtYgy79TQsqYmn5V81UF/s3XxbV0k2xqL2HNdBtx52tG9SfrSO1sMNi3h80m+HceTPrdcYLwBV7wp80x/bAIxxpFSC2kHOXV5oryNxq9W7GBiKJSQhQ4DDPeKVK0VzPW8qiJK7f4GP8vnipKxpWF3N2JAWCfNj5KU0bSuVpnfUhybwHrC+hT05/AyaQIF6JpOG+B5hEHyMPLXmIltgemWbjorfNrRL5/DcIPf3GMkGSwuM3Y66/daVspbA6+Pkok2TTaZBjXWJKUAPZy4elhMkjixnuCc8UlAoa+L0q2y7obx2a3uvtNI/+w1nvZ4n1mWlbenQno8sru94VlOmrolAY152jMMO3Jzym7k/nvf493v/5Bc9iyXmcfHN3z1i59zeTxhrTEE7bavAUIOMlHlfgqT2Cr20TiyzSlb75JnZBWQKWWly9RIZrrKQY0tvSw1ySRXh8vjkbnJF6rXSrucSctC+aM/5Nv/h/89B5y//Ff/mtPbR3xdSUPm8tmXXB6PpN2BMgzsdnuevXyPb33rA46Pb3n98YeMy8qwrpRhknRnXpQqk2SMa7lQa6euTfugd6xXxsMEudBzYVlXlsvCcVlplsltJQ2jGqV5oXZFcaZxJOVBXj/esSYGSZ4GMXqTXaWJThJLIyetX1NEowP0qFmuUd1qoyyZJDYbi6Q1yW42wMWSZGfrrPu4DNovLWRnlrBpAkz/PYzbBECHRBgIk7LkaaMADzVlmvxbXRQ/XBWvbK3T+xF2e2xZsGmHnc70Iczk5wtMB+3zXPTzkopda2uwH0MyPAWjqWkABolS1Ghq0CS2UM83cHwNz+41bEo7rdfaWbuTXz/K4Hy/I5eE2Tc7nQc06OiW5XmSs8BpCJ/EHlHDWm61LqpjIDod10C1a4zTN68pAkRsjbaGhD7JgLsYeB6orjTIEsw0ebMEEOguxq1dqRSEcYbOE0vRYD018phd2TRbCEZJkSOzMWshzpjNl0SiEs1InZKTGBAtyX6gS66h8ipdhy7JVHM1xM6wBmQoV2GjsfoGjWyQR7wPG+gDT1DK1gp0IvkkPTHcNzDFNbRiszCI+yj50/dqPhgAFhYgFAEgRRObNu5JAClb6yv8LAAqfeZ5kI2BGND9OjDPohywee9lK5h19SPJ6KvYN3pPC8mqjHHNGJLqud4qOeXrMM9cXGdzF8hM9EzRe/ZUONy94A9/7zf4p/+zH/L8xT0//+KRf/vjT/nJj3/J46cfU9YTw06pdDXq0elmx/e+8w7vvnPHl8eFn/78Cy5vHxgTuCUxlHr83m1PxNCyt07aaurwJ0vJor2VFN6HTVqv/tAy7LxjTYOc1hprMYoVxpQpux3Z4bQs1KbBlcJ/NSRv25LJiZoKPRmv+qLUo2wM3SmpsfPGfsgcdvBub0zWyX2B1TguDU8KA7yvZz6oiU965o0l1iYpZvIBGc1vr3tjbokZUluiqI1hiwjPsZKTexhPR5/TGj0ZxTs5yAPbqk8JvRfXVai9YgFcbmBo30BHNq8Uj7MkGLy+3UH2lBwUBtY5F7qpj+loCJKCOZRzDJu79rMJ4aFu++bvePzqTJTQwG0U6E23a96iIM0Ui6bNV/AByyO1b8wVCwsDDyRTOqdkRspC1QorlndqhlK8SEONV5Fp6qaPvo5PIt7p+m4nsBbFVl/VgDcV5N56OI1LXwvBREk5DKIyVpuKhRSHb+9gNU4uuzpV63gzvK+ULcY42CaayEckFxudqYPt6KzxWjwmoUTPKwNeLHTCIPg36aAVTVa6R8Wu9acGcjMIjVSX3iq1L3je0XxV1JN7NMxGwWlFjJWeZK5zceOLy4q9PjI0sLsb0n5gd9jhz+6w3US2wlgGxmTcfuddhu/9gP7Y8D//K9588plABku03SDrDHdq7WyRwyUPeCqYG54bvpuwMpCT4hO7qejLOTOMRennCXr4cCh+UQBGusxkM+owsK4zS13o04hHspAno487Lg9nfvp//mfSCFZINtKycdwijy0z7CZ2u4np7pb3/tGf8Fv/+I/5yX/9L/n0k5+zPDyGHKXR50ZfV60hk7P32hZ5g0R6DV0ThzKOpCFTMS7nxsngSMJKUnF2Bbo66yLmULYSbJSO5TA7ilhKXyvVwlxwGMMIFeTr3rcrf8PGAyXfCtht9rEhsPHfQdXT5MOjMRtCKmea/m0/bwNDt8lPCov061S2gQeV0cCDreVNDYYGPFn6eGvXgqP3kKXlp2LBLQVRJcXkxhVzSVJaSYpELjcIOri1ihWBmz1ncq94SHlEK3WsXij5QOuLjAynO3xdgpnSr3rQ1DupSSfMOtPz+Ksek/+TfLgpYYE2y/zSNH2hgqVR3jE15AM+w+6ATc/FYBnko2Al40PFV7D1BHRN5/JEqpXULzC9xNIQVM2QNFgjDXcCzWowkJYOJeH7Ayxxn6QO2SUXao63s86ZTXJ6vCgZzbMaxMsZ249Y3oWvVMb6BRufiRGwG8TyIKkhXIrug8OABgEJ6wF2TIo3JpLVGKZgMXa8BZh8eBdfT1BG+T2cz2KuTGD757AoBrk7eJ6gzdqlFRgFqqaic82KYzVLtupdTDIr2N2B3mf6pUo+2S7EjStg0p3UO3mX8PMFX2Z668wn4/VHR6x9SW5gL5+TDoXp5oC/uCftduQ0MA4jQ868/M573Hz3e1xs4JN/9+e8/fCXkdJl5N2BbB5nf4sipqtQKUV7Nld8v1MSTR6lt3YBojknyjTKW8WQ6ai7mvbuYhcEc8OssMwX1uVC2w14GgXipkSfJi5vHvnr/+v/g6kMlIicrsmon3/G+fMvIRWG/Y7dzYHp2R3v/dP/hN/5J/+YH/3z/xef/fwnLG/fCnDoFV+amD05ifXRGnWZ5RlRwuDdlcpRpjj7LTGvK2eHc1UzmZORXM1Sb416vuA5k0sW+9IbNo7kMgg8z4U+RxKNGXm/h8slWKwQRgRRd6nalKF4FnCdIyq5N/15E4gm0x4OmjxthWAB4YihsjUpeZCPj5m+xgeYF/nzpKQa0JJYyskUI50HvSXrCqtDGcUg6RUvGgi1NdiUFmAfHZ8GsRfdYNqDOTbtAYPloj/H72NZ8P0NtDN5nKBXei7440yaZ+3rw45UL7Tzgu3ewy4n2quvsG/t8DeP+M2ePp+xbtjhgK8zqSeZZJ6O5Gn3937e/kN6GH5NbelZzZEYrcFCiBrfO6xdSUi5VTEFYqCydqdGlMc1OSfKd7uyMLa6GXbTSG0tkjo7XmAzrZf5vZ7ZNrtVCghfk7WIjZJiWAQ6dhJqrnqwKrw7q+cwmDU6SfZrSUOVbikYFSmGVtAsZlUxLYcNE5K3iPcU/iGEjMD+ls9I28CIK7ih91KdQ7TojvzxzCgZco74X4/+Jlqg3tW6b2aaTlI78DX59nWaHk3rBniViJxtFhKcaFRVx1o8RwJMAQ/zTkKW4yHtsR61p4e3ytbQmH7XVmvqNRSc8LwxAhjewJkSNn1O+NPSUfLKxkBJ2RhTSJkMrqkx3empkG/u+a0ffpd/9Aff5+7FM3725SP/9i9/wU9/9CHzqy9gvdCs8XbWWvO1k8aB9997wXfee86pOR9+9Jrz24dgPejN7r3RAqS2GHSbQ3UXSNZ74HdOqpUhGA2tSa5vwUZXGR6eMZYp48h9SlSHuXUevXEzhu/kbsdohs+xVTawjGBIFe0vy0X9cdTzqYgxs+I8rgLJc8qM3ig0hj6xo7GncmvGHZVnY+Z5qfxgnVk8MxfjvB4515HLubNOEwud2Qat35DYCFTX3kkm/5M1vE5bd6zr821hcbGZKUOstyTmudZ1itFvlmSrdtULm7QtP8nSPIWMCASMb92OxYAg+u6cE62LAdfDw9LSJtkHLJFKiXWeqNZZWyPnxGAR8/0rPH71EatL/6VklM1XIYrdnELLqyfmriiq1psuTTY9XMYjIkl7rcirNcmQ1JIHWBEHVw7TWOUCx1BFefPbS/S+GSOkgIt7xPlFQ9g9zP4GjPUKjFgY8GCjED6K4OLBFI9s0biHlEhQ5BDaLP0eTLhYJtRYJiqcEweexQbrLeI8m0CfqljcRLBHyk5P35MMFZskDTYEE+DpSFETHJsQ+pNEqcVU11vkalcSGWOAtdNrEwMmJfLUGEICQVtps+KtLrXz2XlBEc9Gs0Q53LDrzjBXpsPA8OIev39OP9xgH3yXlG945/33IZ35+b85sp5PQkqvEi1RyPNu0uHhq/SM40A3Y7KB57d31No5Xo7My4W0xcHVVayIFBq6kmSeVTtteUO/nGn7A+fuXOaVuaNmKGLz6I36+i0///c/4tlvfo8//t/+rzj+u39P/69PnI4n5mWmHA5M40jJmeZwKolPPvwFH/75X/PVx1+yLJU0Gu0y09qqJjtkXA2jNb/qXr05vVcVwwH+ObD2xkNtLGljhICZTItFTRM1NJt+VhqKzKtMkIfXJqS/CW3eWCwWNFZV0mJC+WZAHDpF38CNFBeOBbNrA/cwNP7mCpDgSpzwZHiL35HDNC0ADDNJFeQOjfYuAl6IhBtHFFs805HsLGcdmN3FbvO+aTG7JjymxjcNhdzCM6eUAETDC0kjGAGOgUZbktv7FvttQyLZKJaOV2BHKXsyRqtn6v45LRhrmzSQVPANnEyZNp/pZSLZN9sTxR26r/KnaGcVoKUodnhXMB8hNUUc552m4utCZ8XLHulxDH9YsayYYtvfYc0xJtJtVKZpM3MdScMkYGS6BVOsq7VVzItBF6WtK1scMhkoAqj7XGG4geUCacBswEYB0swz9Bm73WkK3Ro2HuB41nrBJSkZEpHLCF7h9kbT/aXjvmBFskSbGwwC+ZgmFZnLio8Fv1zodZMVLfgwKf1jHHTZX87Y/Us1iuMAy0nuAXkPdgO7oFXXVclfaG/gqMCoC5AFyOB4Mlox+vkiSUU6wGmlHyo9idGQXZNASqY9HPHjkb40lsczX2XwyyLa8ntGvr1j1zrDUhlvJso7z+HFS9rdHfn+nhuM7//JH5LqIz/9lw+sx6MaBm/R3HTqZQkfG1djnjI+6ewf88Dz++fU1jkeH1kuR9IWzbksmn5u4GoJU+M10ecL/XSi7Q9cauNyurC0LgPUuCuolfrVG375b/6M+9/9Df7gP//fcP5X/wr/vz1yfvvAfDlRnt0z7qY4+53jkPnlL37BL//9X/Dqo09Zl0YaE/18oa0rnnOYN25+dKp9lGbT6XVVdPHGgXdnbZXjvLIGexUSpEGv0YIaniN5JCUxd1ISWNRlltrd6OeTwPsU00z3qBOKWCmliDWyynOCLvaUjOuLIh8JSXM8PZKYQRb3ApbxGl4jOV9N9+hij9k4Qqua4o+jGCwF+RF5MF12e7wvGI00FBW4pYi9lZO+rzX8dFHhmyBFXLFb0mS3FNIy6z0aRqxfYNwJYMH0GssogNZl7GzZ4DwL5Hm5I9dOp8ns+vn7+LsjPRv26nP8u7+u+3s/YiVpWDBMSqkgw27HenwrCWmtf8+n7T+sh4cc1ywiuTHd1bYNPgRS95zI3eRJxICbpsMe685Md7SlTRaj5kjTfdOaTsEISUbJE8tlZl42b0VJnT0RQ0QLtq5maxtwgAXQwlOthZlIkuWpgXPbAIWQ5ZRMCqCkR0qHam41b90VeEAXwJdDZrGNqwhgowyJ2p7qsxTBDy3mq3rGT6wPCPDEoHsjmRgu2QrdYBOObF1O9OEYkOMPAWttSosnYGqrQY3rbwvFD46Sbswi1STqw06XS4DF4DVmgxtHQF6W8SocpYptza1J9pItBRCSaOFDlIdCb02hEfG89ZpkNG8OOcWfDSiZ2hEwYGIUiD2QsBzJsLpkaDmRhj2//r3v8Ce/932evXPPh18+8v/985/xs7/6KevrV/g60yLuPDWdtb3JMPz9b7/Ap4FffvIVr754RakXxiJvwtoqtTXW2mgmMCnjkosgaWlCrItiiZQHLBnzWpnDY7O3xpYomj2AIxB5IBmDJWxZOS2Nc+rcTJkpZXprLPNCC7KBIbCJHAkzOctXZyg0hzIM5PAStK5BkyULpoXT0Ot4xKnrzGDGO7by3TTzrhn3BwEZra2camHpVWQHOm6FtVcWy5x65mIwL86aEkvOrBbghwtYEzhvobAx+eU5GrayJcSp38nInNqSZD6O/Eq7bwbUT8z9tLGsvt6/eHgXde03iyRhETcEoJASm7hNCbpJgcLBuuq9S4JMF1DcibHq3/34H8BTV1PqCU3zsGjWuE5BpI3yOKRaIG6J3hc2OpLHpD2XSd4FMaW0ugA7gSZ5k+zEhMXAaJIR5fS1xk9v4DYN91ZVSGQkJyAO641NkuO5JgNyRK4SJ3NH1NCQK1hR8bzRBS3FMZUD/d0kCXEkBlvB0Jt/zZv3OMi2D6QHklfFkiEi1lSbZRX6AyFJiOYWJ5cSi0iHHxEHJxZZ+KukjPc1ftMgNN0rqWdahzqfyLngpstNtMVELjvMKn1tLDift8766ivm7vSshj4fbhgt0aaR6rA0ZxoHbDR86jBCmTK9ZvqysK6NjEC0ZsbqJhpvKniQGHoy8gff4v0//WNybXz1Nz/l1U9/Rn18pNWVtCXD0JW2UwqeB9rDI3V11g7nh9e8Pc1cuuO9kqYd1iu5dQF0BZhfs3y144u//Gu+/PMfkfrKDCxu7HOilMzaKp9//iXLP/sXfLg6x48/ZDkdsamQvdMuF0mFGjIAHDPtahpW6GTWtYrJtAumlAvkm2vn2DotDaEVjDXl2rjNnGxFxfV2uKCf62FqukkSNdXQpYkrlWKbRKiQiDXkaqq2qfnmgK51rjXFJoNLT9pvw/XX8TW2xSx7FYDiHvK6hNUm0M+UZmM1io/Wddl5aItTsFrSQPdKr5oeEOj5U55709OLqO+GaOx5A4DCdDnRpJ+3emWpWZeB3UYfN5R0pMShSU1sVDJmJYCwTm0zjpppzx1l0EXKUh4x7+S+kTi/oY+sUjlZkU9BgLYMel+xjBd9fqwFz5Wes2QsjydVuamKhbRW0uG5on9TIU0DvH2DvXiuQikP8vWZBjH1uhiF5ITvdroT6kU+Uy2mFUOmn8/0yxFG1EwlxCC5nATUjB2fmwwnDdK0h3PTWTsveGoCdsywaZDcsxispjSiRWwPbacd/uUjts+Shk7PBBwsFUwAktcCJeN5xWelXVltWJlgfsR7wQ7h6bJ0KBYgzCTvpzRjFwES6f6OawfRBXSI0dI1bc8j3OygnWRvNArw8fkB241UoB7fkMso8H1ZYNG0ON/eY+tKr421d15dFupPfsHa5DVRSiLd3jHc3tL2Oypwas5zDywzO31K5LHQl0JfZp39TR5DPSUqBvOCDYomb260ZOTvfcAH/+k/IdXGZ3/1I179SFHDbZ51P1p4c4yDGvZc6K/fUtfO2uD01Vc8PB5Zqs4GkmQuqXelHhTg+BXLp3u+/LP/wFf/3Z/p7E+wYOyyivt1Xfnik89Z/ov/O79szumnP2E9P4op4512WlhXSS7zOJDHUX5oODDSh0yNs19sm6gTamNZG6dlkYFiJNUQspw2r/SUlDC4sVM3E+thiBSj60lMqw45hJNNAxlNhrfBWsaHdDU09DQAIXEOmbMlgT6skXgwlpBemtbMxjTwSFQzsW19EINKTICCN0mbyJI2+WUWA2xdrz4t3lb9vmXGp50A9rZqwDQWDXh8Gyw1DU2C+dEjsa8UNSrUNRpTJapZW0QBH/fYeoaW6El+MkaEBVDEVjudyW3FZsfzntyavG0W/aw+z7ADLiaZ8eVIurlTMot9s89+i/8bZSybIbyWvxrqlBMDCTxTSay901bhymZF8uZsLFlgRO8NW1vIc5Mm9R5rDZNvljQtLGtlWDtl4KlOMbs2pVtaEO5YEtiTLFoCnhptN64DX7MeZZBqqB4JcFeGDZmGTChbABuOU7uJZQd0jcQ3CCB6BgEgJQnMab2rRry+j9C7y7bAHPN0TRjyKyMkpNamPV+7+Ck5m44bd1q/vjI9HAE2iet7IeljlKdwJe97GFf3ACXCAkXNuCWqt5A8bXtIEddhcyuuTCTTeJfXRWIrJR0fonZsYs1bfD4lQ3VjXtREd5nEYF2gyjbgC96BXlbW87Qctg6EPCuN1GCnuDcqiffefcnv//Z3efn+cz5+fea//fMP+cmf/4Tl1ReUXqPf6TKM751eO3mceP/d59w+u+Ortyc+//gVbT5ThkIPyXntzqU2eu8MOZMJiWPKWHOGIcXnbTHUU0M+JEhDYYkae3UBG62v4XUl9mGOz3mPkVlYEWsrDZk8jHheqcsM3gRQkUJu7/rgAlhIQ6YUMQ3dWoBPktOXDVTvGRs01LduVIMvKJx74pIXfj0vPE/ykWSufLVkPuvQc2HXnd2QOXjn3YQCRhJ0N5YVLinxiPHQOpckkKX69NTrIEJBa5UtjsZCReI9hsUkgU7uGnzG4GFLBO4eahgcIweDSwxY+ZtuAGNXrUQLsFVDBwvP1BYhHCULYOq90zDcN1ZcSOGedth/9PGrgyhbQ7ZW5NxWwvjUnpqxrCZLmzVBX6RjDA2UuS7xTArTrh2bR4Jt+vK+QA9KaX5qrnRGRWMaYEy/Agld5mA9Ts9VG5VCcO1igrMZU26giJn+jqSc6vgf904KBL2xPX+PDwYwF1plKf4eROwShCLa4Bb9Fs/xOkE0mbWlogY4xwfXV67eFG1VQx0SohQLo8e01q9Gsi0WYviqVEkzel0DPUbPj0q/HFkyDGPGreJWyMlpbkqj2DRlbWVeOl94Y1m/oIZWLZfC4J37xcmHwumzLxn/zV9iac+bH/85X/zob2jnGdaGLyo4dfgV3GCl01e/6pQbirueH44czyduDzsBJ+tKvlwEnLjiGjFpKN07njRxE3XMeTg2jkul5YHcTChzd0qvjN4p64xfZs7zyseeOf/iM/qXJ87nR5Zx4DBn+nzgdLnQzwsXvuSmGVM7kaZMHgeM0Me1RltXgWQ2yWAwCvy2yKRqHAbKMGmynBK+rswGZxegZyGF24DH3sVgSVmktJRS6EctvsY2HC3w2xC2xkUT/7phKFoHFhrZjekEsCl7Y4Tg3p8YOzGdZNNdXnnift1727SD5mqGfWNxJFptYiVsBlqdmMAYXiPVgbjFk0lHb8P199pmjky+Tqp6ncEKucgwthv42sil4KySAWBC2xGoqXjlkd4W7aNeNV3yrulBUmHjaSD1zkrDhj0+R/xm7/KzGJQY5PWC5VEF0zf4IWBO6TMUNU7bdJHumvaOuyAlZdxHAQln+Q1hBmslmSIx026U58hl1lq7vSGlAZZHfNjBuZNuikDAyznO7IpVMZzII348C0Dojr8+amIx3ahhKyM2ZmyeoY+k2xEuR2ws+FIlF1g99kaCouQT78ByhHQLnvF1hmEnmYInKFGVzg07lOv9ZMsSwKVYhanc0Fqnn1/DsFOSWmvxNUd58aRRYE138AucG06m1xM23QoYzC5fqLrq6tkd8HnF9jdiBAxjgJuGnx/VzLYLVh3rkjWxNtoXr1jffQY3A9DwcUdaG94ylgMc6gbnE/VSeF1W2l/NrC1SMsrA2Bv3cyPdFx4/+5KvpueUXPjiRz/is3//l/TTWcygeVHhm7jGk9be8VpVLG8TXEvMbx95OD1ye3tDqwtprfg5mE44vcTZv1Q8BaMimvC1NR6PC6fTSttPYm/EFCy3yuCdvOjsv1wWPqVw/slH9C/fcn71inU3sb9c6JeF0/GMXxYuH33OAWNaTtiYKfsJa02NUFtpyxoFnsXZX7CSqfOK1ypG4zgpSjclnJkZuKxNMrUSyWNh+icq+oq1pBQ6K6QyalJ21Ygj0C+QbflYxWEfgPU2bbYoDuUhluVxgs5BMQhVh2yGw7rY1qfardWns99c39finnHUGO0msYmzmCh9XenzBf5/5P3LjyxJluaJ/Y6IqKqZufu9N+LGIzPyUV2szp5pToMEVwRX8wdwww0B/nkEuCTANbkghrsGicYMiZmaQVd3ZVW+IuN1X+5uZvoQkcPFd9Ru9CymswF2odhphayoinR3M1MVFTnnO9+jDMEyqZqauujdVHkmUTUN9PMFTqeQA27yP9K8ALyQWlMCUMhZPXzVfLmSDifJL48nffbpILZSKnjdSMeT9hxLMiPf2TpN7F7rjX44Ya3SXM+RP16wl69EC5/PpGGk96547MMd/XT8B9xp//G95JljlKQmBlDdiYf/xS4vzwrRM9c67F0NXzQymGFjoV5XltoYszN0x6wxmMmrLMCAbJBLpvrAsmws6wLpIMZ33gEGcTSCzyK7AYfukg4K1LC9f1Nln9Txx1w26ur9f2T62UBsKFNce+uqNbOlmyXbLoHp3kKA0yW9dgSI4JI1uJN3sPlHJYSOEzFpdP3yDTRx379/sFPaDtZqL7acbmBKinqqd3m9yJATLIeEyPU3CaDDTHXZDVwJf4oUoIkbFIth927gioZY/TYX9NuA+JZsFGCJxfUxtFYqMbcGnq7yB8MFruTdDS8FezruPTE2zVmMlj2pRUAL7EPtvU9rljm9fMU/+6uf8ZOffMbby8Z/9zd/4Df/+m/Z3v2AtfXmK1p2cCaa8bu7E599+Slbh2+//8D58QPjWCTRiX2vt0oBSrDD3Z3mSk0rY5gg7+unyBOl1h4+aYljGIRX1zB18840FIas9YSpvk1D5pgmpu4s4c0x5MSAM7d9aMje7opFZZnmYQMQ9X13bp9H8lglxDmd6v3GVop2j9oTTznxax+49JG/TCtfUnl9zLwYnNc183fV+NYHtq71NyRj8MZdMR4scQ+8MOeztoFBbRtLN65eeSZztsSld+ZUcAbwcmPKW3gX9R5gZOL2LNi+Lp0A0OJMccCkiik7uMIOHAajE4Gmu5Qug0BBixRgnGb5R71VJ1HDxskpKRgrf8LrTwZRUko6+IaR3lfRtayRUrBPmt2aW0mgdFNzyjdUTJq5EoiQY7Sb1pciJxlL423RW0hjlFG9O9uHoVTkVss2OlgptkGTLtoCld3lQLbDsT+Gb2/02kD3bj+P3udmYNuFPhKfOxXdzFgIKUR8Ql33fPpGEzlOhe4ew9pWvCRNTGKT2qsIsy7wafiYWCT/FSGLms7HxhiTd5BvwE37ScNLJsday6nQ6zM0Y60NciWnQrIuGliGdZuhQRqlr+sr1NZ4rMbvnp4EMBWj3D/w089e8clf/SXXt49897u/xaxwfv8N1xuzRpTz1hULnWNS1reNlgvdNyiFWhKtdZYPT/zxX/0PnI4T2/u3tPePpMtZ1M5pAu+0ZWFbKt2MmhLbvLCRuNaN8/LMhii5QxkYeyVdL5TkDN6xpYv+a5n7z17y4vUDjx++Y/7NI611hjIwudNWaXBTWwXWHI/kw0QaEq01bapjoVhMp7zDMNCHRG0rNGcqxngYyJMAxk5i7c7j2phTkVQnBQXWnb5ubHXBhkLJgxqmnONW6hDs+6QjyXfIgI+GgbGmPeKI938CO7Nq/zkPuquHfhPLN5YLAfCosoed/ipZi0VTo//7Bigi8ENeCGJ3dXdR6vapiRkenkO7LMu9xxQ9Josh+yFP0DcxHbr+fz1HknJ4k1Fl30FN0CQ0CQDVd9/R5/1LqRGwPNCtBYgbfkVsDGWitQUfkpgANYqxdsFdRo/UGct3f+o2+Z/kKw2ZvjS4P9Gvj1hPMAQVurmYGm3Gm1honiraFweSia2WpoNYflkNlq0X7HTQ+hymmCrfSR4wyPPJSGIXHu6iMe30WiO9I1zhHwWYWXsCf9CZcEhi6llXvK5vAu3IYo/MC/gmc9OhxFS+asI/JIEdTbIw2kY/X2QCvq1YudN3HSdYKjzcaalNgxpXGr01WnVamfDLGbcj5FkeKsMRjncyBuxdn62UYFgWGarOFxUCh1E+NHdHgRzhQdSXt2KfEOyFBDR5d2BFHh19k8fDvOCtSZoybOQykmhwdyAdoJ6fsWak4wC20WenrpWnvtJ/80eB+GNiePGSL7/4lE/+5/+M65tHvv7tr0mpcP7hD8zbensOvXXqHrtcxNrsWyOXgeyr9v6h0FpnffeB3//L/w+n44H69nvq+w+k57Pqg2nCe6NdF+qiNLmaC/U6s3Xnuly4fvcN2zDeJp1DzqTzmSFB8Y4tSsmxlLn74hUPn/0vePr+d8xv39B6ZxhGJpDevTXStomNcXciHw/Sl+P0zWEcBcRm7THa+zN1095/yInxOJGn8WY2v7XOeV5Z95jgSNCjV9pWWdcLdnciHyaxXuxHrEIDr0o6shTSXhMoTx7Ee05Z+2iWXsCjKJdpbBULBMTaMhMbL6VguYRsx1y6+pAfY4Y1Vx2SsoBBD+nEOOjnHd3bdQ0GX8inTTGjVlWDuKfb37ZxEJBydy9vk7EEoDPL+2SNZKCt4YeTari6kcYRX2bIA71XpYK505YwzS8Z2+IZ6lX7hjt4pfcGw5G0XDVky1mygnrF7o705yf8LuvZXjptSHB+I3DleIKnD/jdn7cnirth4b1BsogqJwZuLZgUOUAB6Ka4YlWp8sFrHVr/KBvrayeVyjBMNy+clILrkPMthvg4TtRxY1tmSqskGyF5TNjRfo3qY49uKO3S6ij1d1mJE4BEbzfmx964WwAQHqCErPkSpXPrA/YUG+BHdbt6jLR7cxAgAx/reouBlvdOKns9H6CDc2OgWFzrPS8koZ4r+0eAoUQt7XiQSMS6TezDYdvHbOE/yc13xaOebMCOhaVkmoOZ/k78a9XeN/BF3zO5iwEfKT69Q04ewMHHyFgs6r+GmFxEOxVMEO8ajHbhQlLMmlHZ2ck9UK4dnOgfmc+G6kc+St3zMPEXP/+CX/7ic+bW+Ztff8dv/uY3LG/e4tt8S3S8fRJhzgzjyOdffMrp/sj3b5558+0b8M6QC0ORlLFGKuUwSCrTgGVZ8N4pg1jSYNEPEDIqAYfs0h79Fxru0tlap1plKOVm0GwIfLHUyd4pa6U2x0piHAtlUVoP7j8C1QzzRgmW+RbtbNqHoD2EYN7xLh+W3hu7S03KSft6TrTmLD7w+805V3geMz8vGy9z5xe58UlJ/HZr/LYOPGH0VJgpXIH3lijmFGDMmVOqPGTjpcEL4Kd9kz1Ezsy9clk3nnLhORVmEnUo7KEY1js2SEJXAqxrbjdwBZD3XuJjD+BaE626Ug0RE6jbj/yX4jnt+3MX53DqegY8sAFJBp2SMyUb+6r+973+ZBDFDIJ7JBZIPOzmroKubzhy0MbEOCm7w3T+eJiSPYAJRA8d4qB3VPiGQ78KhpgoB8TpsaG4Z/1sr2JsuAAcyyNOU/GwT2oSQIuCWJGRSm0zFQgM0WiNWlyuh/rj4x9SJVOBnIL2JvNM0QCJxs7DLdx3BLhJztItnlzQ+1hSkQOaEJWdEYAeQIr8YHy9fVYZGwlU8l4BTSHFWirQNVFS72qkPVKQTmKADtt1JQ0jOUvTKf2YPGRa3hdbBlvxTROZp7Xxuw/PSgAcBh6+/pyHzz4hdWd+/556ubLNV3oWyGC9qeBbZMZEFurbWsO3TjUnTRPVO751rF65LAtbKuT1SrpesXWlAamqQKvLxjYv+FBo40hPxpacS+/UNDIOg+LAWqPcnRiA0Yzcm2JTx0yaMsvlA/U6swA1bUzlwIvTiYf7E2yVfjlDk1mT5cSW9UC6Q0PTVBtG0jjhJdHMWNYF2zqnMnA8jAyHowo+Oq13Lq3zoVU2K+TumqjG+mnuEZ2nA1KDHAGCllSw7saYtsvQvN9ADdtlWXTYC/A9JYWArfdt02OdJtHNvTf2iEqZVulQMgupXnicEC7YliRXU9MmoKPvHgdY0MSjARD3Tv89CZDkA1QYtLYJiJFTGZaGkNrEW9SK5Hcl1s6qyWeXFjalrOcplyiWoxjKRaBMF4B0o/miqDncsDJKJhbJSWVreBrwVV5AlOCjJoO20OuCPMf/fF+pikXhrdLHQ4DHAqV4eIDLTE8H+rxAaZqmp4SxkYaEMchPpaC0nO747AHaBhnjesUeTkGPTvSnR2wY8emk6MraoICj6F6vj3B8AaNJHjPcCxw5HbCrZAk26R76cMDaB+AAmwvErrOK5WWFlw8CKM8CF9gNcelakHcHnS/jSRz1BpZG6LNkP0OCy4qXCVrCS9I0fbvS8gB9IXnBjy+191+uURRM8nkog5J6Nu0v9uIBljPUQUOLS8iTutNrg8NLfF303W3AL89QBhkge8O2Cz5MWrdFksDtwxN5nEhlUPqNV9waZRp0NLnh9yP1wyX2/pnL44Wv//AdzTstD9x/9RMevvwMazC/eU89n9men5WYMo1RBMkkvLYWhXiiRXJOcicdD2KD1YbVyrwstFyw5Up6fsbmWZ5Z2wYpae+/zvgw0kenp8SWnLk69XBivL9jba69f5oYzBjMyLWSh5FymrApsz69o14uLG70bWG8O3F/f8+LF/d4rfSnJ7EoyhFLRk2aSHvX5NG3lTweYBrxkmlmrIuYl3fDwOF0pBxP2DDQ3Wm1cq2Vp3mhYZKQkASWeab7SkdU7OJOaV0eQA2tAZxqsXc3RcZT971t095XI12nmwDqqIksC3AnJq7uTXXEOAqIq1UMyk6cBZEuUWQUaPtx4ZL82O7jNhie1Mj69SpWaApQvRBsk0G10TrrM24XAeR11dlSxYzcPQ4YJkXikvDm+LrJ+2g8yCB4vWLj8SYVz3kMJs2Ibwu9qilgGDV1bg5d/x6anqmEhlT3DwLKpklM3LXB3R3+/gO9b6SXL/E1i+G1XPC6kL59+w+51f6je5kpIbBESd1SRGcnDegA2GeTnkgeUcMtgUeoQ0iCixW8xCTQVOlmlxdGKYne1NRYEmSRzMRImVUXpaypdO2qhXbpixok/S31Q6qne0yVczS7PYAEs5D3YDe5i858sQI87f4TCEByWL1RLEmmkY3itpN01cybep8t+MIW8sJbWM4N8OHGXvGQ/+AwhFmmfi7KuLSzQYg+oMT7iZXd0EBIfiaqzbqFr0xM8lNyxcg6Ym5GWWcmbsu2S4p2YIX9guh+9n3Sv//38Xlu4QG7Ea3tg+T9mthH5gcJRcvG93EPWZf2pwwMOdGTzFhr9xum6wFued+9VEJRgEEufPr6E/7JX/yEfDjymz++4/d/+1vmN99j9Yqg66zzJno5fe/M6eGeTz5/xebG27cfWK9XppI/Nt4JzIN1MQxYQhH2HvHD60JKmSElhqw9b23OUJRY5N7jHoYXR3KGkql1o7lRWwcLEDIZJcl4l1oxol+K+5lSjn4uhYyUGwPPYg1n7zcz5N6aft+MIaXbQF23Xl4gve8y+4a7zG17PvBDr5y3yjsv/DItfDnCfWn8Z8X4ojZ+34xv3Tj3TjOFPTSTgfnSKm+3lV5XDiVxSsZ9qjykxEsqL9z5zBpYo1K5OjxthXduPAIXK3SKvlcQHizitLqchPcOWADq7i+zB3t4pPzCrRfugSV0dObklEhUqnd5tnrcbw9gKiLVbwbrf8LrP0DOk2HZbg2SaNUJKEJUkyZlN+ZJ72rSy6DCoe+bgGQvH31E4sGOyeFuqirfyOHjhGT/Qt71frssoq/BlAhtb6gQlOKhSd1+Q2RUi4qImHbbjUrXb9NsobY7nqzUHL29mCe7AZQSBPx2GXdUu0dnsGdi903Rh9gIlm9o+celrQbvRr2lAZU0pJhOKU+7R8EjkwLJJ7wumEXcYG9U76ThIK1+9LydfpM1rNtMySPjVMJMC9JktHXRQ+ty2e+p4gx433haF/7uvTH3b+ntr1mfV776/BMK4OtGDxrwHkllYya3RN/Cd6UkzApeBUh4c1KvWFspbpQuCnCqXUZzucC2qVna2QOl4IeJNhbqBtcuTxT7/FPyJ/ekr99RLwttrZS6kc9P5MAJvDvr08y7y9+yXj6w/PAd9MzdaeDFywdenk7YulGT04CtNWpzttqpjoq6ZVNxO414TlQSy1rx6pzGgdMwKAUi7v9mCc/GBeMZEwCZgzjqHeWYExtdJhUlGlkKBNsQzc+EoloadPhH8SkgMuYSuqhar/sBaMT7OHuSkx6lYKgkC5OneLBi8vixABASuzvNi6Yq0MN3c8EwfaR7aOiLClxiPeI6ZGN99tYj5W3AI51LLLAuQHD/4DkLB+pd2sgikDal8tE0bY+73IEhtCe5BxCC6ZlKIRmaCrlp7+hW8ayI2ZyVFrWaTB1vXb0FpbOc4pn8833ZNGHns4A1T/RlJY8Jd0VXMo3YfCWPAn9T30jLlXw66QDbwam6YSYfKhsn2EJrfb5qDa1i6dGB6RReKAUWh4OHp1LCHo70dcSvkugwHeHS4Kh1YO2CjXdYTdhhELj44lPth9ezmCeHk/wXHD07W8VPikn1QfuzTUdYFm3VsSfRKzZI56+ogARWIOLbfZ3FYimG9wLzFkzKRur32BiA6DJDrpAfYNlk0tw3WK9wadj9RDqMkI1eJhU726q1vjzD4Z7+/A6OL6EbfrniZSDd34shU6vK2PkJKwf6UNguT+TxQBkTebi7nattmaMRyfi8kfKG5xdwuXB9/5avm7P2QmuJ7bzw5U++YDCjLyt9W2Pvl245DYVSk2JLe8fGhCUZdDpAd/K6Qd0oQF4uovBHcl4qRZKspihrS4lUBvw40cdMXV1R9uuG/cVX5M9ekX77PW1ZactK2VbyUxNRw7RW29OF9//qr1nfv2f54x8hG3eniZefvuLh4YG0rtSktIVaBf5vtUvHvi6x90+kw0SPvX9dNrw2TtPIcRwl5TEVp1vOeCnMHS6RKJKKGiAZufaQqBeGaSIPYleklOWPYi5/kC5fOBunmChG85AUKb57V1mrwRoUXZkUTNYIAiCayD3y3nNWmln3oIUnmfK6R4OsSFmvpp9NhihiIREKI1vr4K0JpC6DmCnjKDZf76TsMJ1InWDWBkhIRE6Mo2qxrYqVcgA7jErmWcMQPJKvbNTwyVoP89sAtrMS+9K2yjT6eMDTHdbAm2K+GSfJs81kWHw4Kgb7MIB3asnYeMBqR/GXWdLpT17h5+UfcKf9x/dqQWdQUmmsoYRA173+9R8NAU0eBG6NZjHFDGlLjbW11hbR4cONMVJSYt2HJDFFBmMohS3t5XJSDx2D0B5o387kIOrvHJ+1xxS1eUAYAbrUXc7DPtsJ3kjIlG7tRv8ICjgW7Pc9NVSsYsUsW/xcuslUPGQq+qwB2lRXzWIpehen/HhQu4MOt95gvw5qV6RX3BkaRsFu9WGPOtADaNiZyT0AHF0euyFGkd8h9n30OsANhOnddWalaPd8B0T0mRI95FOSiux1pO39WdwXvAVzucc/bwJ0/UwDspETFCRNiuKXHYHSehLoRigQGjAcDvzil1/y4tUD37174u9//Qee37wh91VgQgRt7MADiEEzDInXn33C/cM9j08X1qczd0NiHAay7Wwgo+ROzpI2Ng8/n9bY6sraASrHccRSZsw55F4f68eULeKijZy0v3sr1N5o1aLWlzR6T1Fyk/9LaUbzWHcIRLAYnqYYWnqr1BSKhhSemYSXaBJoZl3SNO9N1y+WQErhPWIJTIDKvu6vZH7TnHc+8PPlyi9K4lVxPpsqr1rni63yOwpvLLNajidJShGzTk+J2RIrxjsXsJ88cTDnlTmvC3yanZc4r33jl92ZHZ76xpst85bEJYV3Z8rR8wTryoUx5GihGzpr1GLJBkEePupdEigRbw/k8F2GqLCV6ugeI0ZKyilY+ekj++Xf8/rTmSgpS4vulRt1rEunbBZZ8F5vN4kiR22L1SF0V80ggQt6GMhGdqNoqo42w1YFjsQ+LFgv6z+ZjyHOafwRzWuL6bYp9tTYd0lu8Go0biKq6aaYoRgkIkIW6fDkiiyDmxsLhpDlWMgybltsyH522ppbaP00qbGcgl3SocfP1oqNx9tnM/ymI++6aITSK0CYHNo4FUIezteKeUVNjSWhdzao7qGRh6P8HeYrc2tYzxQ7MZqTsvwO8vEoHeO8YsNI7RZUuEzNjWub+frcab+Xtu5y+YrPH+6YciF1x5YVm68MvVEceYkEggzaGMhC21NrolJZoiRtPtkjAtIaaRxhnmnzFcuZcqcJX+1OW2bW1thI9M8/oQPbeeHzX/0ly9MTy7ffw9axYDiaVeq2sWxVG+CHR8l70kgeDjpIeiOb4+NIXTflkadOaV1MlFZJ00A53ePJ2Myom0yMp2wcx8w0FMZSKCnRSqaXgd47F5wllaCoxnQ7phWtLtqshxJMiqylGeuHVMIpugEtFkW+HYRaNDkONFEfb6/eJS9IeyEQriZB29zjAYW6Jz3Xu2mc7dr9XSMfRXiAnhaGVd4jpYuI0vTOnoiFe4AfAhwJ8KOjN3dC2tHCyCwNP2KX5WC9maaYwU7YpxgC13Y9ZVwLl8mYvFF2Zo1hKVhkddNcwj6CszU5NhRSbWQvMmF2SQzFgou9x/+8mShaIyPYJkPAUpRCNQl0UqiagRUszKPt7ohlAW978loaDtobLcEo9g+TgAs+eRGAX4LwRKDHuk0bZgcsy1+lLytWu+Q/yWFe8XqBOsKYSad7IGFT3LfeAjg3ge0pWEvLgmUTY2o8BQuykaYjPq9YveDBjNQkfgzwPVhZPaQ/u079etXhTKZfVgFHSd5Qlo7YvGJLArtIqnH3Ss9F0rq1wwmaJk7khNdVpXJdxf6KgrSXAa+zGIzLCqcD2EFn4RbxwWRs+YDdv5SnyLwwX86YJwovVYwECyYPdzR36vlKebinr1d8W/D7I9v7R+Z37/iurrRWaTi/+qd/yetPXjBFI23zgl3ODF3eQ2mc9DwGCJBS7GWpkFrV3g8qhpIajzQMJGLvvxaxAksmn+6wcWTrnTpf2NbK5on+y59qkvo489m/+M8DIPlWfmgdrblaqevGuqz0Wqnv3iklZrwjH+/AndQq2aBPI8zLXn6Qe5WvTWvkaaTc3YsRmpRk59vKVBLHoTBNE8NQZFJXCm0Y8da4bEozyDEYsC7woc8r9XKBksInBVIZoqQQsGjjRMod6qY4e35U2PWPcZsWxZ9ijOPZqhueB2zUWWEtIohLxq3pOSPLJ9mS/n6r2t+HQc/MGjK5eA/KgIz0Ree2dQmpUYYS7JDDEVubtuPpgNdVQ6CUkdyzk7zTR3nG2CavHxsTvlQZSu9A9lAEvvcqlgnofJtn1Vw9JEaiJuA0GV23LvZDV+PieaCv52AMK/ravdPXFTscSGslFdW1vs3k0wv88qihQwcO0z/UNvuP8lXdb1HYOalWvs38zP6dhJgeUcE55Zu8ZvdSM8uS9rZKHrKMQb0xUrBI9lDDqXpXkb6xUVj0GilAgh3ccNUTO8HCo+bZx7Q96pBbssneFdk+WLW9jCdmNkD0B75DGlCiEW7ubN4o/aNpK5ZuIISi3S2+gav3+VFJ5gGyWk7k7lGXiS2x/6Cjurt1oO4yBvmk7GMsTFZFjbAcIACsH13zHYC5gU67f01IZXQdInXo5n+3f+MdVBJTWvsF8KOYWUuKim69fwxMjD+RE2RTPVpbD78a59b3RdtyC78LRkpPiZSd3PNuxRQMaMJPBQ2Ue6eVzE8+e8XnX77mvHV++/ff8eGb7/F1CcDHKWlPVtpCJQBmmfsXD3z+xSeYGc/vn+jLQiklfNstek1d5xpM8NYa67aw1pV53VjXlWGc2HJiXnX9hyKgLoUISs18kQjfDM9Gzk1Jcl0eTbt8Tbe/78uTlIwWzJcWoFQyo+SPjHPbmVOg87wUUs5syxofX9ehtar3CZ9PSxrG6m1d6WloUNqTel0z48kz/4bEm7rxCxpfpcqL1Pn52Pm8bXzXGr/thTc2UfNBN5ZIULISC3IQnm+FDedixne9M1rmjspra3yeKp8k4wWdr9yZW+fJM+985E1LfHBYSfQkWxA9fD369/BJCilVSkYPA58SipRdlNLjOb3x9ANcy8nCMD3Yb2l/nvbn4X/69aczUazLN6DHLtqESPsmHwNMBnS7UeveqXmTJtniwd7/gZlo3UH10tMVG0CYCZklMSps3zkqNoSxmZlAhbYKobYqL5FYsLts4SPuGaAG8jDZ6V1x28HCLPMmXxA1urMbu+6bZmzWFsWOFWTGqd/t3UVHbtFg9k3oZD5A20iDqPBYkmlhDp8MN7wvUZhnTAGscU0iTss3bLduEr8sVBq6Xr4tQrrzQVTfZMryrqFXHrTQ53WlFDWxwyTjtCa3IspQ2MwUE+oZUieVA63NLOvGH/t7/LeNbZ351Ref8frhgYMZg0NpweZpjdS7Er8dWq34OKkwNCi9kZF5VHInb1to5kN2Ec1VzkmTpsMRxoG6LNTZWFtnyZnl/XtmMvnL19TPX+Jjwt++kYHStpGmA+XFS+rTFXt6w7DMat7aFV836vOF93/8nn5/R4mlWVunxkOV0ISkHw/kaSKVTG2dpXe2VhkscTdkpjIxjIMMzVImjRPT8YHizvndI54+riE9G53eOjVoaBabruE/ej6EZu9xmTtYB/0GgOiw21klKhL9NhmJdbJHWhI0NeIo60rn2DdiYTs7VZIbiEPfGSNgqCmMXRsnf6S9ddF2BZwJ1PQm93Z3RcBZTzJIhCj4PUCZ3TRMqIW3/hHgwQOIjN/JA3h4p4CkQKFdpSNfGQ821y2WsUUzoMM4W9aUZZjIbaW3jWGYoGd6k9a++oDXJQqS9idvk/8pvsw7aUj0lkh1o9sGzeibosvl5XNSAkseYy9seO03GZaAaDV1yQgq7xSxxaN8FEDnSsmYmw53Q6DzMsPpHpYLVsQg8eUZyLBesJAZKV1ngrVjW6SHDAN+uZKKxTOWxHZIRYBIPuJzw0rTZ3356tY42FBk5upRaHrEHHeAAqMLWGqanPs40K+VPhh+fcI8i/WyPt8iYilH7H4gHQ7a+8sAlyc9R8NBzWRKaog7YgT4IqCxz0q5eX4vuVtTJ9HXBc8b2RJtWfExke5f4fOM2UY63dFaZV428nnBhpFhPGqAUMVcyWMJkGrBk5pHe/mK/vjEMi98/9uv8VbZ5it/+YuveP3yJVMygeZtv+eV1Bo5mpBWN+39xxMJI7dCxsn5JFhgWynDUck13rSGDuPNJ4a7k4x45wvtaqytsZbM+t0Hlg75F1/RfvJae/8P3yvGcttIdyeGV5/SHp+xxzNjdWya8PmMXxa2pzOPf/iG/vKl9n5zauu3BiyhgrUPhXw4aO/vjXXrbHVlyIXTODCOB8o0yRsgK+Z6un/J3BpX+0Z7H9GWpAy1yTduHMhD+lFR6GHaXW7NUEpGT4aFLMJ93/t3dol/bOJSiUhvTfDMwXsMlSz2/jC0pTft/aVEFLlozNRNrCZHzJS6iRGaJTmWl0RWFHAZ9DOgGi/ASe/g86Z1m9QQpqGoIWwI+GhVjWP4qLglvKDv0Cq7OSklC5QPajrjBH0RsOFAGenbJgZkr6RxVBqX7f4zwLZo73eXaXhRbdRPd5RWaeuVfP8Sa07rakLaNNFmGRz/ee/8ALvsIpI1zbDws6O5iHgx0Nv9fHIKNqHMRaIn7WFCqul7Xzdqrax5iAlxgCLuNNP7tfA66A69K5ky5wFMjbtjAnnkqEEPUMD7zgaIuipFPeMePkF+845LZpppth0VQUCc7Yb4aqwwmRVLPhfTfvZB6j70VNGSXGu60/Tddulac3KR3NB2NorH78fQNaWs93ICXrHbvGyHpECm7jtoceutIGT6GjhpS9EKNnNypB72+FsCZMJnJSQ7Hg3qbWpPMCni5907rcEefZ2QR1JCQEgNoEk1loZzZibbSvx2rVJzck4MRU1t40a0kbQrgiQKmVQSWzOFVSB2yPF04quffk6eJr759h3ff/0tdb6QkwbWycqtl6RtYhVijKXw+tOX3L+443pdeXr/qKWacqyz+u9cT3ew3mitM6+V58uFp/OVZIVcGqk3WsssVqk9y2PG5ekzxnAUZJxqBkPJbFUskz1txh22CGfJZqRQCJj1m4Fxc8jeBB4n+S22Wm/xxZQBDz/KlHbpfHyHTtTUWvuG+o4d0AvdUXiGoLo5ZxKF3jNvWuGpVr73hV+Uxhe5cl+MXw6Nz5vzx2b83o23nulhp5FCUuru5HGv77WQPWc2Mz54431v/L1Xjr3xRYGflc7rAV6681VbWFrnQ0t8340fWuHRMmvPNCaGtINVep52xol5p2fVmrt6I4XZdA9Jj0cvJ7ZYvjHO9n5G7ZX9STvknw6ieET8Ji1QbR4Nd8Uj2jAows7bR+AikEMVnBYUI03xxDBJmqq4NjzR5hVBFjoM/V7dRPHf3XSJCSAO+wacRnzr2rizABLtJXZ7IKTHT5i1YK7oKfHwcRH/J5y3d48Rk6ZuX43m2lDthlbX+KoqVJL1m6l9b1WNZ5tRqGLHe8amUchX14YVXEld16TGWJt+A/dIB8kqpkz3gD3icFuArL8zTGRLQBit1Yavq4oMjGQbA4VlW7meKzm/YDpMAeIQxYi8DpIletJ3iaNEh6cnvnt8xHul984/qZXXhyOnkpnQwdOXlbG1SJ5WYdW3JgnHkCiRhmGGJofDSJoUf+oBa1spajpKGBYGxXB5euLp7QfO1yvL0zNzq3C+0L59R2obw7rSTyNmheOrT/nZL/+K5/cfeJMzL3/6GY/v3jD/67f05tT5wiVJEzpMIyTJpnxPpTAjDdpQmkurudbGvKxYrdyNAwfTAWNF6QeejPzyFf/Z/+Z/zR/e/MB/9etfA4TkhFjnjVZXWm/kkgPQCl6rEwdrDoO8eHY8TIdverX9ICbMXePQC9hVPilCVwWaeGCbMYUpA+ZN0cMeW2t39jx1Ma/aDRjRa2djxbTFW/B9CYp5U1Nnro2YmJQkoClZR8ZtTc94j50ivq/XBRj0TIdfiyEpl8zqOqlV9thlfXbDTcCJpUHTzt0wt4eficVh7lqPlITPV1I+qM4rBzLSFbespkAsr1ESjvHPO6FBYNRKwugPDyRXCotfL5pk3b2Qh0dov7T2AnSrHQ4ZesIPA1wXlYEp0b1GkkvC1yt0sRptOKrhSQmenrG7e/apuJcAXDIwZVJ1eLijz5vAtX6UjGEI1qOrOffTEduQcL5HKk8A4sRkiC2rGb9eRJDMkUiE6W8HsOjjoKZgueKbpBuMReDKitz9twuUF3D5gNkZX2Z8KtgnnygKd96wTWbJTBMcT+w0ZvcM51nbekNTeQzmFU4CYuxwol8iPrqDHe91Jl2eseOgtJ/tETue8DmR+oIdR+o8s3z7TGFjOk0yLCcperlt7MxQc5mfskqjbdNIM3jzhz/St1WTua9WPrm7E5hghtcee3+lmGHJaM1pmwxSKYmSyy1hg61JqjKOYiXYrPU2DNiU8bzv/Yo+Xz488vzdGy7Pz6wfHlmeHvH3T7Tf/0BqK6WutIcTDCPHzz7np//0n3F+8463JfHw0y95+uF75j/+gbZutMuF8yAj7+Ew6X0IGY0lEum293dvVDLb1pjnBds2TuPEwVRAieFhkBL500/51X/5X/LHP37Nv/xX/28l2pRgZSaZ//b5Sl1WUj6Q9yYyoaJhk1+T9ZBukm4gpFi8IfEJmU1fg7kkvn8A2sHijXsbBZiK5Cy5KL3hy1VSuzyEaXGO8ylkw8MUfgtG6lVgfgApTsXXWXvqKM8glkiCK9Lq96jx+lrJ06C/31bh24HF7zJUPz8prtgRiy2GBKmM9DXWxbJImgOqNbdgsrVIV2uSzqXWcZ+RWX+wLIOdlLLRH8+kF5/SlwU7PVAs0eqMjwbLVfv/eA+PT6TXn//H21f//+CVzSLBJcYvlj9ObUs0cBgtQA1JbHcGYAxJo6a2nGhLZRigj4W6VcZB9HwHSs4BXqsm765oWdwJMYd6i2hMxSy1W8KLhaxl640BMZF2fxXV8rs4Qjz0HZ+QujrYqyZKf8c1L9pZEu4BTBitq7wuyWjdAlio4TXVgzxj1L2pFO7BXuCpT7AYIu21VvRA8bvEEKp1SUI6as4tUoB6+GPsrIFdwmSx73aIYAzYY58h+q8Y1vkN1vAY0oYXSbQlH9srydzF7LGPzBJH4Qxpb5IDxAm/mrZrweOr70AWvl/TvZz1G/CTyBIP9C5nh6yaoLjucY+/9/LVAy8+fcnTeeX7r7+nPj8LZNgBrwCZUjaGZGybgJrx5R2vv/wM8sDbt2/58HSG3hUM2zveNOXpvaveb03xt60yz1cul4XmpvhuErV3BjagU3NnrWrExyyJzjCojlW/Y3iGkgu9qn/q4e+Tw/zVsvwRLRv0zOrat2ut5DLRIonN9x6NYPl7pzWTEWsPWwRFnlG9Qh5uzK0WnjmElMeSYn4x+YxAyDwDxvOUuLrxO0+82TZ+0gu/6JXPc+OYGn+VGj+l8fWW+XuMd11n957GtwVzzSyTQy5jlhRG0zMbhcU7T9X52pyX1vkiVb4YnJdD5WcOX3Xn2lY+VOObmvjBO88p0VKhlEGKEne8h9wsAKJiSSBprMRS1Id57wyR/Jqjd5LRb4CQXezgP+X1p4Mo2xaWINHk0/DKjb8lRohSELxLIyv2RruxQgTX7nIg4iYSBUA8uSmmD13vIeVMCm1UvQELYmC0W1MqQXYAHAbaiAN5C3Os7g6phQ7YNO0MupviaT4urB1AIRaTPq7FJYiJvam5F8hWwzdCG1xw99h6FarnnZSln7MmmqJlSYo8DoX9wdjz2T0Vbgkqu1Spho8ABhYTJTLeZyH0w4i3gV5neiKkPJsKYRvIrgdw7cZy3VjGhXGMVJibZKIy5KzFn2KCM+4ykM7qznfnC3z3Pcu68k9ePfD6eOQ+DxyQYSoBoOzonpmxrZW6dPpYaEOmpESqLTboJs+KuonmZiqglS2+UmtlqY3FjTPO04cPLK1Tcfo6U7dG6ZUXxyOkgTSOHH71l/zif/e/Zf7691z/z/8X6uWR87v3XLzQ1mdR9aeRdJrwMtBrR+BbrKGUQnerzbuuG9d1Y9sqD4eR4+nEWLIiu4Pt001F4BMbf/fNH3lea6wvu63x7tCa0y0xhr7dAslXclWOBz2OuEBGDUlWfAfVNNKPP70DK6Yjb6eufvzleMVBDkgetzNRdGKahTeDhfY2jHUVaxugZhTZPSRY+/rXAS3Tud43PqbodFqWISjhQWRlVCJLb/F5Op5PanqTSdYQgGXvq9D3YNeYJWibUnd60z0LrxdRUHd2S8J8uwFLDAMpF8k3TM2LyrcccqauCUZqmE30+aLrV/+8PVH8+VkU0E33iQy9JtgcyiTmwrIognRZsLuj9vr1KsnNtgEZrrOKsB6g42jhhxCMxXGQV0oXOG9Xxw4HfMjyP9lMXiPu+NOigzhVzLPSzjykA0TEa61Y8huIx5BgXfWMuYGNeDa0ZhN4UjpP65AH2lqjaYiJTYlnqsooWewArT+s4NOkIqahYuz5AxwnbD5jx3t8OuLnhTQmbApg5DAKmzw/Y8MBOxaBTncv4LroSd0ucDhIAjQvgBpsGw748Yhf38O2ko8nfBjgesanCTu8wN8/4sXAnNyNdTywmbOcG8PjheFuDFbCFADnRj4UTWENgVvjIBVhb9Rt5e0P7/DyW7b5ys+/eM2n9/fcDSOTwRj7EDElIhhgda20ueLTyFAUu5hr1d5fK7l32LaI+tXn9d5pyyo5Zq2s3Tm78/TN9yzXhepFE+1vv6fUjYfXr2CYSMcD0z//FT//P/zvmX//G67/x/8T9fzI5YcfuNpAe/oBP52w40Q6jvgwyLPFA/BAdUhPAhS6Qb0uzOvKtqw8HI8cHu4Yh+EmTyWo0HZ/x3Oq/O53v+V8XX40UHL57vRO7YaPE2kYJPHZjRRTwgexr7y2AEcCSHcHjxSkoiJb08XYo/faxZskMTGm9jCnxOOZ2yN/SxED5FbDZb33tgEqfq2JBs8wfXxmq6RM9Ig7diSVHCJBLZcAojT5861qTZ5ngSspycdoDa+Rrq7N7l+pmcyGL1ddjzLQN0l8esmS5JQs1tUwCoRsTUOMLmN51R1FkoF1hbXTi+SF6TDiT8/0052ajLZBPuDLQpvPpIcXuCfSVOhvfxAg//z4D7DD/mN+pdDeReMfTXeyGF4Go8JMjJHWg/EZSTM59gFrqmcsq2Zu6P9vvVEoMjCNWqY3p3mjbpW1ajCbkjynVA+Ina3pcfhJmCnlpUoylockcObWa6g26oYAyhjWiXix19Sgv0h441QB9x4Ay4/o/d7CHDWAiODA35gHqipUL/0YLOj7ACpYWzvAeWPrm9+GEWpm96ZX3yFZI1kJW5p++257y9v3YdjOgGD/Z3w+j+ANTKa2PWRHN0AmruUOKJkGHvTdKDXuvSF5vYw7ZI8Xv7PXrYR0xFBdaz2Y/R6giwcfxsTOSTlTmzxMfD8/TC6ajmKFm3fyMPHJZ5/QU+aHb97y/PYd9PUGNnkASnkf6MS1zJZ5/folrz55yTJXPrx7ZF0WgWGWaLUx1ybgwoMB1QR2rLWzLCteN+6HzIvDdJN9OM5GJ3cLT5gEZLZgI5nJgDeFhCznTGqSi9Y471JIUdyMZoZn7XfjOHC4jtTi9NZpJdF6lwQ12C3ZMrkMMkttVYwjEluwiqrLeHbIkb7qSr30JGPi7vW2fjz6hf259Z7131shpYHFJn7bV37oCz/pnZ8V53V2jqnxT6fOV8n5pg78FuN9QJ8lOTWAFE8WwJiYthZ+KbvX4+rOWzrv28i/7Rv3Bl8V+GqAl2PjRXe+qjKl/VDh+1b4vq98sMKWCykH62Rn8YaiJcfa3LeDnhLk8IVpUgb0AGJbyNdsJ1r8e15/OohSgkFSkorIlGFwWPVAmYU7PJoaeV/BnDQeoO/TYy24fbpufYskjl2GM3xEfwxwxS6a6RZ3i+QeFyJKHgSspPLxs+1FnCPww1I8SD0cffcv1ONGBimvy5RHn1EaTfZNJQ6LbLKNsvBP2f0bEtA9Bfq7xeRDxYilKIhKpKK4XOi12fbbXRXYMGmL9dAV36RRIVdwFZd7UWU7/dVD1hNUJhsGvBZ8a/StyleDfSIjqvXmG7Ml8vlC9yPjoTBkJ5cBP4hmbc3YCKDJteD6uqo/ap3vzrM2l8vCL+8mvjgeeXE6cRx213ZtjmWQgV5qneV5ZvtwZouNYBgLZSj0ZKStYstG8kaqhlmlm7OujXndmB3OvfJhXXiuG6sb3WacUzTtlewDqYlNs33zA9/83/8rtm+/w//4hqd55d3lmWurcLynTANTkcO2lpTTLUPkvaec1OCFDXs3WOuV5M6xZEoulIPYPzvY0HHW90/86//nX/Pf/ptfs+5NQTRi3iRzqL1F0y62S7qth3Rbv7cJxa1AviEh3EzeLGGeYr16RGF/ZE7t2M1O2wRnjxrEazBH0n7Cas3tnzcAC4HTIbcwNcG4BZVQB3N3ARuSEw26flqmKvxvAMwmgLU1UdWRRCGFmSKE7jGPtLoKkM2jpo5DibVo+LYKmLSkhjY08vSuhnqP1iRAvN38mES3qobdnTwcoC40Mjlo4dVjClXGYKx9LJ7+HF82HNVc3xX68kwvB2xIuB2gGDYO+LzQryvQ4XzBfCPdfwrbjJUhAOnYxpLL5+P6HJ43GQ73EXe5s6nuIF/AKqlP9OleU0rv2NqwF/f45QzpgNVF4Eu9CFhuHWdCx1uT4ThZa50Abu6OagQN+tqw0mE6SZLQXJLCZDA3OGasHPGtwqp0D5azfFR6MAzGTK+bhgvXM0ahjxu2XfHxiM+K8STpTLBllfwDxFZ48VrXrs5Q0bM7ZE3fhyMkI02F5hmfl1tDy+Uq2WYZScsKp3t9/tax8xyG7wP4gq1PpHFga0ZeGtc3b3E+YXgxUrwpfeZOJuOWMvSFfH9Hr5meM/3DI70U+nXl/ffvaVtjeboyf/LAZy/ueLh/oI+DGhagmJHHgeFwILfO8tRYPjyzVHlQjdMUez+krcE8S95Zw6cMZ1uV4DMD57rxdL1wXla2utIi6QXAzMl9I60bdhjZvv6Ob/6v/zfqH76mf/095+vMhw/vuC4LfPEzynHS3p/zrZxwy3hJpHIISYLM5zBNdbd1JQOHcaCUQj4eKbEfatrdWd++49/+P/5f/Pf/zV+zbTLDdvfwaNlo3WlNBv3ZDoqcNrQ/5WCCuCuNKsz7NYSKwdEuzam7a7ommPROGgf62gOUkUzAqnxYMJOstzueBsl9a9cD2Vv4zAVjqK9YS6r5UpHHiipqeaekkHFu8hrylPHrVXv0aZAfHR5Rx0oE8qS60Q5H/b0SVPfLM6QG14V0mMAKdveCPs/0Fv5Ez4pD9zjb2nwh1Q0j60xwPfPUBqeTYsJbgzvt/WlbtZ5N/i1pHLDupNNLmM+0lLH7T8h0moEtDTvdK/Hhzx1Ax/EuWKEnNfuS8Vg0zvtwyKNOtqhNHere6BmY/I/EKFW/ULeFVht9lATYYircgGXblOp1G7R8HLRaTMx3iYDYIe3m75GTBpm7fZXagBikIHbKbsga6hxwYeSq4bWf7MbNKrfFlsg3cEL9RQpmzA4v1R2MgDCwDEzZElaUWJMDWG7hT7J3AGb2sUazne0rRkalK4kqLA4cMbMFWHX2tKH0o7+Xdshmf3YDn8ldfhGJhKfoeW7v5zcwxKIJ3m/vLjFPCcwNy5B2Z+C4/7X1m3w9R+RP710BA3lPitn9YpzWOiklNpBnhxFMGyRxQgCAEzKv7tzfn7h/dc/zeebNtz9wvagmBwFku0/Uft9ad2rtHB4mPvv8NeM08uHtGy4fPkDfaJ5YNueyrvTWKVn1eAnwbPNGXRdOdPI4cDgdKIN6Ve+dHSGo1sAUplB7h6Y1XEohs8cf6/5nM2pvLOtKb41xKORhvDHwcLFXxlI4HQ5sdQ1FgjMkDYEsmBSestZc75GKqN7Re7oBAwndo2TEkKqT08jOXt/TOXMwt7w6de9HkE+K56KkujTyvmee6sr3wE9656u08jo3jqXxV6Xxs974vld+VxPfNme3UB6sUOL+NzLVxABPOX1cx97Zk66ufeBddf7OO69T56e58ZOp8iIZr1rjq7pybcaHlviuZr5rhfdk1jJShpFCIqWQmu7PGS65saMzsMgVKAV7ZudR/KmvPx1EiQcbB5kMdlLr9PBNcHaZyU4dFWXOt0UwZWv6zzgJYBh2Y9Sb2i6aIDVSHoCBTFqLUOBAljDTJu1bmPyhm9138Y6QzNuGS9cD6R8pOj0QRHqAFTlrCmHhnWLE7qqpmmK21LQ2FEnlLmqcIQVRbU3+H9HY9b5AEojg3iVRMRNVCE39U9CIM477Kpobu16yiopuKfxc5Datkz6uWTZ8bYG0E41INNkp/sZYoGrDyhEBtbWNbTtzfW7xVRt+PDIlUZ66OdYa2WT42Xunt0RNRt2MXqBW592y0bYPLNfMcnfHT7aNl6cjfjiERtpJrVPoHMfMeD9R10TdOvVyZj1fqcCKgJtkiTwMDAEAbOZsy8K8NK514/n5iecPT6xpoAwj3V6wzc+kJHfm8XignCbKeKD+8IY//PBI6ivzOvP+/MS7eqWaM00Hjvd3lEGbRKez9o1eO6kJBChTESOmGLXD2mQ2ejcNjGWS1joXTSti3ODuzI8f+M3zN/zxw1tSHI5ac0FVRWhwTpkSVG81+BbrPRr/ncG1n/S2H9selFrJuHS+WazZLUAQh5RvQNxtIhq/TwuvlF1b7xVvuxGtnj/t2QHW/Ijuvkt+iAmsp0wK5J5c4vvsIGaweyICXNOfoHA3mUNRVPRaGqJYcXq9gpUAf2p4BYSPUq+4DbcCxfZhb99EWzR9n7ii+t99C/VysMs6eNtCVhdgZTLoVRMMn6Xnz5Mmr3/GL2NTstS1kqaT1sracBvxdhWwULLAdZJSd/JIPz+LUtoabE/Yi1dwucLdQfK+6QhNFFfrjm1PUI5Cta3F/TyG5MbEiNhmGBN2fcKmU6y/WADDHSk12NNzkMSEwwDnC0xaM2SX98ba8VQVp0pQaOdN7zNfxVw5FjGv5megwBA/Vw77xcHGQr8stHalT0cYT/jzo57p8V4N8iGYHtsVXzp2f4DTJEmLmcATb3qPkvC+ahIyFEkym+HLouryEO9dUOJDOcqs+zjpjMsqdntdyOOgPWVLpDRSbOSaL6zrM2meoSqqnFevGBIym8XprSqqsY46Gyg0uyM9P9OnQtsWnt4Y/XJhff7A+tmnfL6svHy4x093kBJT71hrFHeOY2Z4ONKWRK2N+nxmeT5zs0xdV5m6TRMl9rBmsM5XlmXjuqw8f3jP+fsf2MaB/PBChej796QsU8fx4Y7ycEc53lG//Z6vv39PbgvrfOHx8Yl37z7QrDOdJg6vXorOi3w71k2y5DSO1K1SxkEm77H3b20DnOPhwDiGDCoXrCQBHnFuL+/e87v3v+O77/6ohMKoiZzoDsLfzEoml1FrI1mw7zQ8ISelwLWufb+JwYcFK8CbALi9IU3gPWqtkBlbLnhdZTC7T9Sy/NuIc2yvkRQTLxDa8oBb+Mm1eK8SjMVlCUDGYZHpu0+TBggkfDpAq+SSkH+tY3WRMey24mWQ/NiSAJecsdM9bCvp7qRpMy5pj8nbpa8L6X6Sn0rv2mOGUTLTHOdfStorxpHcKhoUoJpxnGC9igWRMtYrtsm0OeFQF/p40Bn+fCUNRn9+Jg0JTid8m/8j767/uF9uGvh0EqnLcD9FPaqmMAYZN0Z114S+pVjvklC1GBwq+ULPQTOj3vzvBnw/oa1T9BepOK12yeMjhmfPT3F87911ynv0EC7GuGZB+2Q60nqiiZcMR7+cQHW0BQvFdkaDaiNzi9RFeVnsQ131usYuqSkh5XEIuQ7x8x/96CDfLFI09Pzo0ejepTZNe1OrGirvUecYtclnJVuixOdrjuTuyEcp3ujj0Cuuq/69DAjaLjuCW32617H7ZxUzItgJSd9DL6MFgJZTk0TDFNfsMeiTkWyAVQEM7BHHyUJyFN/fAjjbupNNjfyAazYOOiG0GZFL4ZPPXpJy4f2375gfHynWQR2UzIuR9KkhD6lsMJbMq5cPvPrkJa3B+fGZtm5K4WwbW+9stQm0q5L3jAkGyxScqRgpDQw5MeasQA6HMuzpOvLg2Lr80ty0dpM51iuLZ4oryjpnDexondYavUlSs2+tRtO5kTI5TbRaWdYjl23GCbaXQenhNUgnpxgKsrPD1e8ZiZIjxjrWVU8fjVj7jQkV3jjWP3p0eoqh0p6AaeqTm9Zus5HH5Cyp833PfOaNr2zhtTVOxfllXvmJOW/M+H2rfOsDczc2G8UMScZgCrLY/WESHjIkSFRaa5glZuAbd77fGn9jG58X+CpXPi/OKxqfdPj5tnLpjbeb822rfOeV51JoWed1LmJBseOpJpZViucimhZucV//P2eiWAO0Ge2JK2rkwP1H0aApB5giDwOPTaR7x0rSIZmKmrT9abd9Sm0xCQlKPwlP420z2D+DTtQMPWg7+5Q7g2LQLOiFgY6jyL5Gx3djXNfkCCsBkgBd6QN6v/yxQ3MlsisJJSbeLlMlGcmCsykezBxvVd4gmD5a7hGlGoh6GrSB5kGfbTdfMqVedJxiogg2U2OnnSl+17uAq550rfNw6yQ9fs5NrIidZue9q0mtCzmPZBtp3dmAtTo+r3pY7u44TGJhtBQGV5Zuh8LgozTu26b0Ajce1yvbtbJ0Z+3OV73Rs0GatPlvK1xhKoUR5zBl+mmknka2eaWvNQpDI+WBcjgwPZxYzxfa+0cZB2Xo88y2Vaonhi+/5Mu/+iXvfviON//270l1pYSc6JgyYzJSm6ntSnPnqTXee2Ird9wX43A8chgPcrOules6U6uTDgM5FzrGssqYMiXRROu8cTA4luFG1XSQhrKJAlktcT6f+f7DM0t1NV2mA7I3bbCtVbolhjIJgU0xx4g4ax1iXY2/72DEDu6FOdqN2ZWQFC3dpg23iLPde8gC0gwAz32fnJo8cHYjvljv+/sQSTd6+yi4Q1xrvt3Awp3xIsf7tFO7RGv0TsRTSJJTW3jXSormrSpNKhXwFXNNq3zfQyzrs1U1h6mM9G3GQu++TzR2ppbes6l52KVCnuhhJmu7ZNCrJAw0Fda+gz8Vz0ZJB3yZwZw6HP7kbfI/zVeDLeF38ojRflrlgVGOOF3U+pxgOOD1Cm3FW8EHoK3Y8QipK4KUHBrxLuAgFVgafTqQdgZfNzzfCUAbBix2ZuuuFI6uRsnXFZviefAONghYb5q62yRvJc85JkZNRrFW8eGgJguX0ew1zs0mFoilFGxJg3HCulKpNJ1uAldG7altkF9UP1d6X5U60sAuC2k6YPWq6fjppfyITscATxadoSkrdShSXG5Wfi3kFdsK40nX8DrjuSiFZ1wFMPWmfbJGwbxtURBUbN3wPkDp5KORhxe05UCdr+QG/v6Mbw0+fcV4X8hDxgbJlSglLLsS3E/0Vw+0ebl5cVyeH/njDytr7axbpdZN56GdZK44q2mexoHJHTsM9Hykno5s84IvG96rJmjDQAmpzHq5svzwRs1RMnybqWtl6zD84ud88c9/xfs/fsO7v56x65Vyd2IEDjkzBFhVfWbzxlNrfOiN7eULTuYcTiem6YDlzFYb8/lMbV3ylJRxjHWRZMVMBn7tujJZ4jiM0t7vTVRMj1vvVEtcHj/w5ru3rFu9FarQ6GvHE9RlpZdCORwl2kyR/Jd0zVNOor2va5Q1e01UIwUqY2XU/k6wf1MitTgrcsZyom9b7IcBvqcsv5WdFeJowt8k/7GcBFDvzIu8x8brd723W5qi1RUvJcAWhxTPZY5CuzWZNjfHhiQD21Lko4SBS6Lj6yqQKBeBlknfx8uIb4uK6ekg5lVOpHHC1yX2bZ2JYmMOQTcPINf2+tOhJn3OLLmPj5PkR/f3AnbWA3Y4SZI1DmK7nV7C/IS3Rrv75B9oj/1H+uqAhZEsTkIGs6SkhhPIXbKdBPSUqd5oyfBYsmZGKYnaM7UqxrjkzJZhbo1pWxlDqgNIdpCd1RMlJZaUWNeNQ91CcrwPfuzGwO1NpqOSqZko+T8CfFLKN2Aim2Q93j7KZNQ/BWMMSN1pIqPdQIjmLUCNfJOOtF0K5AKFdil+VElxEV1sZdRntC7D2JTDvyGGb73p++yMs49/wsS0sMBQQ4rhOys9Xs2d3htDzhTT6Kz3gJicaB5T9C1dEdTuiCBZgvCcdshFrN/wrbP4jxNy6X1cvQ+12a+thomt+81nY0/30eCYaF4HMvLMc0dSvB6D+KLeMOeQdiH5lXvmcDjw8OoF89p5fPsksN8EWmgfFiiTS4FNg7MODMPAF198yt39Hc+PFxnKdgHnvVXMnSGp5yJAtKV2thTemK1yzBNjGSKJ1sVwQKyecZRM/dD2gWujtcrixtIaKTUOpWivdQFWyfRz5iaGune6C7DOpuepGeRxZBoHtrpS93pJDlfh5ZXY2qZhRDAf3SVP6e7qiy1HvyZgfn//lKBZpsfz7S4PLG817nORtMc7KcfAN0gFZkAZ2LzxaMZjr3zd4ItU+Zk7nxXnlDa+Gp0vKTy3xje98fUm+U0rA5bk17mzjnZvMXPVRJbk55PiWahuPHvh2oyve+PExme58bPU+fwArxxeTc7P+8Zz7bz1zHe18s4HlqQBXQvNVwq/xh3QbE1JkznH2vY/zVb8T484jrjdnXZnOIwjaVuD5REHWOpYS7F5SQLk+6SXHaXboI07DArIPEjjYVPzFhIJTGkv2MCucnMTrdMD1ZQ+vWlTsYg2i80MK6SYhmt32lkbgTx5u215bhnrmxImYsfqPSLEYtPMuFDHAFsUn6WF7Fuj10oj30yDcrYb+k0qWFtlmGqFXU/f6SQy8rlA37Lv5rJdKHCwc/amVt/FJTexRGubzBqrTLh2JNhomA1hVCQvCFolO9Q+y8tu7nA8kcoQFORMHkpEbElyYnshDZSxwDhSujwoVutcaPxhvbA5rN7YHNppo00HWi54VZxXMseaXKqHu4nx/kSbZ/p1hk0Mh+RVHgG1UwZ5DLRVgJcdjvi6kV8eSYdCnWfMF7Inxlo5dJiGkTJO+Aq1rVxq5dHA7088nE6ULCfnPB5wg23dWJdKt05pCdZFdEIMX7cYjDeOKXF3OHAoRYdigrat0BQ93V1mflc33tdKLR+d0mF3sE/ycekbyQa8dhm0ZYEcORmlZLobrX68vwIjlHxiQkhuU5BdvyouJFqbuzv9HiPuPZ7BxO4c1lsL7WkOs9ePB7cRFUTaJRbc/sbNmb6tej5dhbDvDBiLaUYSHdB3ky8zNbtdhb+owV2nNRbU0K7nySVR2I9wLwmy0eqq66AjhL7F9aOLhZUMX+uNspiyrqW3a+x4J/2zV/kHba7nvXWSdTwdsHXFHfJ0oNc5ALM/55fhqWPzpqYIg+mEc8YHQ85dq8CF6tgh9jYHRyawqTWoA95mrBxhbdiY8RST8iEa016U+tFnoNGv5/CSKqTW8GlSCkkHTgU7GH6dBQJ0VLWHYbcdjhH9ukniMq8wZmzUAMCZ9ZnompZfr9jpXlPO4wTnq6qMY5Z0IUEaR1FlbcCfnnE3+jTQloW+Vs3SM3BeMCsaZ1mDPOH9TMpFEcB7hPa6wv1Jz8t0p326dnzdFF/cxTrwwfClypvKdS7SKt01rbcB2uawrlFgZ8w37PASKyt2/kBvB+z5HSnLXDx1yOsF7r6g3WfqtpGWlXwYqcsWyXqaYGmokcmjk6YXKn6bU5OxPK989923StvonYrRXjTa8cgxF9gqKYz2SksMQ2Z4ODA+xN5/vsIYMYu94ucztjXKkGEzapX5aToe8dOB/OlL0t2R7XKB+aKUh+3MIb9mOk6U4wGfZ9qycl1XHt3pD/c83N1rfzUjHQ54NrZ5ZlmVrFRahuVK34u6WTp7q5VDypyOJ6acUWyvxd6vqV/HsFS49sSHZZF2P4rOngdoC4biV/typRwn1UU53fzjcsnkkqOekJ/ITW4zHj7u8S7zYW+NXsVw7Tlk0N61/+UsQM5jCFSbZGfx93rb31tyHeBHDZEJhBhG4Sg91qRpyEHKcL1qXfcqXx5MM65EAOmODVHsR9FuRewYSiblAU8hSSKuQav4Fk3f4RTUfPBpwIdMv1zx051808zhusE0yB/rKGldX1bt33XFhpHUoJ8f9Vw9fKLzqW4yD712OJxI16vkeHd3+IcnGIw0vcDPj5II/Rm/PNgFu0wHYkjao9VuTi8p6kMN/PbABIvpdwrGQSbO8O4KARgK83XlPK+4ZUoRMztbohdFsg7ZKDkxV+ewbkxhTA0WfQHhkXLD89RM0+nNMZIYZ83YrbB2hrS7K2zUHeva42wHZtjdX3aJjgDVHXTp7PG3+3Wy8JlI0RQGgCDo4OZNsrNoiLomh0fcbrRKyFtsN8E1CxlO/P34vD3MQ3FJhHqALSCQpfmP/UD0SkhG0n3vXYjeBCy7Itr77jWzS58bvTkp7kNHMhSL/qp313vZR1mjd799vx14ESgiDw7NvbrYARi1bho0xn+ay/h0yJlmnbq2kEgZDy8fGI8HPnx45vr4Xmk6Kd/WmGf1kL11Gk4NIOF0d8frz1+Tc+Ly+Mx8uWieTQOvZMsMqZAGsTS8d+Zt43ltzK1JhmKFQia3zpCzsIlUSLtcMphWJenKa5C449Wducub8jAOFIxDyfQOa9toyIhX3inx54IlkcP8PK0LvqHPmzKtN8wFmO0M6x7Mcw/wfijyS9HNJnDxYCt6JGkFE+bjsF69qhKCtAenEpLSQB1S3D+AbplUMtYHzj3zG9/4vnc+XVa+NPiyGA/JeTk4n7DxT3Hetsof+8o3PnBGZ4qZgHxdyhzsdz1vHquom4CyTqZ7ZqHwfq38NjUe8sBPcuPnpfLa4MvJ+Mw7v2wrT3Xhh1r5ro98IDMjpo388WSQnCCYUIAnav/TpJx/Moji7E/dR9rLbqKkwB2XqNAscIqYauOyRabrBqQ4rNuqy2Iqnrx0rHaIGF56JGTEpEKMs/gbXVuCJm1hwHazn97Rz36TM8R2pcIgpVvkr2Ik222D1NRGm4Pfpk3RMN6kCCH1iZsqOZLjbROalzJee9DikoycTFNxS0YajmEipRvUgiHSQea0sS338GxJKXTPrugtb1VNe8pYAVan1ca6rliXpivvbBV3SNPtgem56O/0HMk5E71vrN1VjCaoZaDEFKe70ZdN0p5S4hLbzSPDUNLRME2kXGkrfHudWXtMJZcD9XTPi7sDnk9Ya7h1DlYYqnRwiaBD9zB03TbYZDZLLqTmlOa0khiOLxiHuAdu9KXTlo7ZkZI2jkNmuj+RjhObO8s6Mz8/81wT22FkerhnmoQmWzKqQV0W2nnVgdx1YFgZKUVAElmxrnnITMPANE1kU8GbMIEc3iFnpp/8hE9+9hPe/+2vubx5F89IMKUC9Oqtsm2SPVgqkqUh6rQVOd5bTqSqeEWLa32jq7qm6fJT6DdKKvv8wEPCE0WPIuZyrN3Q1LZ2Q1kNV5MZjTIk0u7BE3IwHEgR65pDFudNaVeoMvFA1y1So3yrkoDk8ItJKQyOxcBij7rcGaKtCvBpYKnTkwr5GwCbMp3CHrFuhFFz2b8rAofWhZ0H6lbodcPShpXT7aCjdWx84AYOBfiUTGBSS2AU0nbF23ajF/65vtxNIxEanFc4ZCWqIDpk844fDpg411rrPmLLCgdD9IGPbCvR9cFXsYxsdJhneHipoqgu+LZivkG6k/FyyDnl33CE1GDWRJxy1Jbc1KCp6Rx1xhQxFlkXyWDOF733NOFWtRYC5N2Nzryj3ymSk7FJRuO9KQGuuNguRVOfPs/0daMPE06Vv7odwWdSGWBZ5Fly+oTUTRIHc03ip5OuWXVsj082kznonupSNzXBPsNl0r8/jEpfo9PmJ/ySSHbFjke6Vz1Px6POvC7JEgvQT5RDYZ3uWNdZ/jHzO9KHRj58QV6Wm6SwX8XE6uNISmHqbklnUE6k3ijTiJVMP3fe/PCOrTXqvFCvF+rLV7T7kzxbWsbpHPLAsG0BqqQAv2R2aOuCr5WK4WUgtU7qTi5Ze//rF9i6QIc2N9rascM9uS4c7h8YH+6x0x2bd9b5yvz4yLnBNgwcXr5gPB4YB3m2dIMtgC+qrlHvM4wDJWfyOAqIqCtlGBjHkel0VDzzEPte7P2eE+PPf84nv/gZT//tX7P85nfsYLPTw6PH6cvMti4wjVGUAt3xvpLGQd5YQ8GXRU0GLrPWJJCYTebXhGzGuwYsN/YIWQk1OatW6/F/o7QKA6Ug3YJ7DV8XVEvpTLVNHnM2DrouMXjajZ+9bTJsHcSidU+SpOWM1VlMs7pgEZO5s5l8nlWojwd9l2WO80VAzC26uXTVNuum5yNYjKQjfQh567aSpztsQnt9j3St5+dglhleJny94r5gLz+Vv1BKkvG9+kwML3dSc/oQIBZNwE8Z8euTzrT5z1vKmW5MqJBH+seEytv68y6gTaNw9nHN7kPgyE9kHAqtN+a6Uc1i0JJZlo0hl2iGDfE0xM7O1jkdJ87PV87LQsqFMaSRO/tWkoOIpvUcgxzVJRYDJTcBAZYUVd5ax7ypvrY440KKYn2PVY76fK/JPWRNUXPtwE3MOck578SLqP1ldhtzJZLJlDXtfRBhlGqJkjJZrRNm++BMkgd3sOY3yUV3SVRi2iUWFl2SaiTj2PHMkncQZmemJ4m7XclGJKkEdDbHYAsP9YBsEXYmgIcsPNs+wlLN50huBeg8jDmvlIW774x8ctxCzohJ+uICuoxKinOn1S4w3iNxqQuUSClz//IFzeHp3XvWdb31S0awLnoLEMeobeM6z9Tu3L+45+HFC9a18vTuHet8Yds2tlqpa2MYAgDJmXEc9d3dqUvlOBbGlMglSbqUBES1ZAwGTqfevC7FdJpy4pBDOo+Aw612Wt3YwhMl5UzJ8hP01uUPlIP5QYBKKM57TPpctcVeG9cD9Bzl3uQDFOm3+G7nIJYWwTryuNcCKVQ3pzA57vvizZIw0SMNycJbJamXSSY/REMsb5V9Af4lMWivyflDK3xTV14BX6TGT6zySRY75acFfpoLl9b5rm18zcibnjlH1HjJHTNJe2TyqzWZcUoWSzjHOddJbN55Uztva+fX2flsgF8MnZ+XzgONl575slX+slbeV+P7lvneEx96YTFJlNRClDAG7pRg+//7Xn86iGJgJrq000gdjE32HF1NjQwnW8TrhvFXHuMg3h8yUUhFV44pRUl6gxQFcAoWSR6ANabv2gB71+Ys4orjidAMJnqNuN8c0/bbezrKlo9FnWXEo4cvurgWrJcALSxcsrVwVGDr0u4RZnIt7mZ42823mjZzC5DEkHQpNg1LWXr1QJCzI/qwmTZxTAWO7y4p0ZB0JRzJUyIroWJbZbhplUplozH0HOycTusCmawrVhhTYbI3m9mdvBftubJR8MtK50zvA8NQKHmQ5y/SrqasKKkeEHYqhVT0sJZhIOfEljPv5pV+vVB7VwoNcvb2baUPIzZagEP9xqRwd8Uo0hUZWZsiMcsJN8fWjU7n8uaRZb5w/8tf8uVXX/H43bes337NYDBMIzZkFu/S0D+duZxn7MUd968/ZTocmEpiKoXmibVtXC4XzJ1pyEJ1x5E0jpTDKEqgg9VKaUosKmGUlppDW3UNcqKXQl1X3nz/Pd+8e8/amyaRu3TMRP/bVrF/DDDvt8Nonxz6fniwH1pVv04AAORY21EUp/A78QRReMgoTQ2r3UA/TTD3JBL5r4RpW8ohNYvnLuU4+MPkc5+KxKasDyyJhfUm4+JUwKvM3WJ6ru8XbJbeFFVcA7Sk3/xTvG6aSMbpK2+ijJV8Y2UTUy49X6MKkFZJNPmlRHKXR+GRyhiyQyHcKSRu+5xKomeBtWa+O83ovzdXEsR0guFw043+ub48D9h2gemI+xmrBfNZAOh5FkthaZKmHCSDErPiJFBhKHTrEZNaJcepFwGXh4zPDmXSuTAUNX+nO5g/kGyV3Ov+TjKcYRAIPqPeL5asn5/VfOUA2npT+tamfeRmxHocJY1JCbNRcobLVY/W6RQPJrBuaiR7k/9Jq3A+qyk93eHLGS8jfe30POBjVxpRyfhylofJeMTnhqWmJpl2i3LfJUM+jnEGIu+M1cMHRU2ebSv28CBQMh2V3PP8FtJr8I3m0Bg1BfM5kmKSzJ37JgZXyUoqokNZyTUxWKbWjWqD1nir9A9PtLuJYRvJw4AVFeDtesXHg4DYTTKTVDI+6hktQ8YL1MOBx8cLffme2qr2/t5Fed9WfJpIh0QygfxK+NI/U7g7pnGkbytWjDzcgRnboins5dsfWJ6fufunv+KLv/gFT7/7Hdvf/4ahZMpxwobM2irzMnP+8Mjl8ZH08JK7Lz9jPJ2094+j9v51pT0/YzjjUDCK9v5JkqIyhD9TPZC2VedhC0ZFB4uGzg4JH0basvD2mz/y3Q8/sK4biRRyQrRAc8Gvy80HILVdsly0fw2j5CP9I8BBNJ+ektZrfCYVry7PlpgAE54t3tOtEFbKULCuumQUYvxkgSlVxvhWt9C8O4xFA6B9aJS0V9s0in3gQB4FtPsm8KIMMotFUh+b9oQtgZm2VWwc6dsmjzRvYn7h4Zmn9aBhWpZ8z4yewauLuVs3et1IYeTc+krqkmSaV7ic9f4lYdMJqxscDxrEBPDmXQMIllmDgx5ruXd8KPjlIkBmcdLdA/biJX3+8/ZEwSXhwSwkKDJ+Vz2ggUSSMUPgbXqexT5CbDw3zDolawqPd5ZgJo9TZu2Nta4MNdNMfh29e0ycBbYO40hdV5ZVz6L8OvoNaCAVWhMgl8kyb3XXsDDAn+o5QhZi4GpZTaKr8nZ3qAJb9qFTj9o8mSMuR0SiGtS2N/BGiWhadm+Q6IlUegUjh11CYXFdI2oWSXGSFchVzJqQLO12X7IFUUPu0VQmt5BL6bOpzvaPEp4krxF9Bv3MHlaQA6jpYcPQ/SPgYRhDymLmdrjZLexLItaFR/1+Q4662AklBWuGnVXgHz0osZvZsPe9wd//bjAOYhDTm65BbZXaK6f7B6aHO57nlbcfnjhva9SjYhTIt7FFPQzzuvJ4XRimkRevP2W8O/H9d2/45od3vJ1n1urMW6e4+sBCMPUsk1AE7nRQizwW9UQ5ZZnGWqIgdlPHdMZFqd+BIScBVkE2SJ7AF9bWqLULkEmZknUO6552Wlfq7TjAGF4rW1Jq3P00UreNuTb93QAxtvAWVT9Vw/9EIRaRdXy7x83lxZiDaFB3isE+8E1aOyQLL04+MgkdPetNSZyWCm2vuU1sfM/qU1UyG54zb4H3rfFb33jdnS9T4/MscOOYO/+zwfiLXnlqiW86/LEPfPCBLWUNdt3IYemgZwnJXuOMSGaRWtswOqsbXy+db6vxr0f4amz8cnC+nJzX3ni1dX66rlwqfGiZH3rhW3feWWGrqh1TLj9a8f/Tr/+AiON9atw0WQ5neEtiJlhreK4faUNZTZW5FqXXFU+d5NEEDkWwa1ISjlVFtyqS0mIysfuTaGLRewqKIOAmfRhZcWkeKT271Mhgn/7LOHYSSGIm0CeJQUKPBjXLUwEnNobQ2EccMbjc4os0075LmFzIZ69NJkERFxVmMTEZOghAcSHl1sMoLiWSjXSXVrj7rY2N//0/YtTsAq4tYqPXjmdk2kXC+gXLJ6Ga7Yrng0As0MLePxeGIRS3T2GQul5pNnD5cGYZjWEYGQ8Dh8OBYumGQiqG17EkaQloQttNTT8Gfpz4UKuy0C8Xam9sa6OdJvwk5NRTZmpq1Nu6qWnYNlHIxgE7FBX/GMxGbZ3L8xPv3z6ypsTpn/yMz/7yp3z927/jyUSxrsPAuXfmpzPL04XnpwuWEp+c7jgeRoZSGIdCyQmrjXVZVZiNhZJk1FXGkXw8fmTe5HxjyvSbBCwIUnHA5zJyd/+K563y+19/ze/fvKOGB8jO1toTlLpUrzKUTft1FZJr4QUi4CXF2oupou1rWYdOPB66l1FQmO++KRZRyRbgnn7Pgq4t+qqLsZTE5+xtP+IIFlWAjx7gaM5gkQYVz44BnsME2p09TUu+zE3cmO6AJqJ905btvSmxJZIvLKs52Fe9oxSIPQ7Zo2jxqnh0b5u0u7vsLlKyuuufmhAv+r9vjByh806AtTi97g39QkpK3nIfSMOoWOWmIqb/CAT+c3z1+aL9a1uxFRjAesGmTDogk9i9eW8Nmw4wX7FUwUZ8fcSz0dOmZ+p4R2930A3bGl5WAR51xk4nvYd3aEn+CFS4LOGN4jCYGASRZuLXK0wHTf6bGjYtpIYvVwjzS0l9qhJC6DKdxeD+pEO4u7xETieg4VsVuNJm/DyT7iade4vjNuG10kumLbOKxuWK1xP4gPcFW55heiClg/wh0gBPT5rGnyZ9jvNFfi1zjXgIiUMoGdYNP4zw/KTPPg74eYbhiM8VPx1o7yWrsHVR/Ou84r5i6YSVo46hS8XThJeGF4dtpaQ9SnjA/ErrBy7PV5blTJ4OTKeJ8XhSM5Iz7hvmQTOfJjF2zPBtU/FkGdiw08AZ+PrxQjejtUbdNvrd6Xb+eMqMLhC5rZv2gXXVnnQo2PGo9BYMTxdqbVzfv+fD929Zu/HZr/6C17/6Jd/8zd/wPBRsGKhl5Noay/tHlscnLm/fghmvHu45Hg6UMjBOw23vFwtlxUpmGgft/+NAPt2RxlHA8TAqoreFU1ra9xKLtI1EHg8cXn7KeVn4+g9/z9e//46WsmImd/A3GB0tcOx0N6m4zUWSnNaxSoDbDj0K4ADVvXeBci6gyT1SP3oXgI+kOUrKQVHCiK5MyK5kuC0JhPVOGlQX4F3GwQEOue0NTnj+dNe9KMHkzQIWPTzdwJWMY0WSs96D/RRy5LbI/2TbEJumyYuobgJOisAjkOGh02A5g0cRm9VI+TIHQHmFw4TnUc/itoQvUcPGAywVb88hY1VqI20TwzGnqPM6bVngeA/rjJWDzqTDna7L/Cw/hZr+7AF0LMnotFWwolSj4pRcSOGv03sPbxLF0bYmP7fiRUBC1hAPtLYOQ8FyZt02hpzwYRA4UiqHYdQ+7sHc9sTW5cnXQ4qmab+kJT31MGBueK90iswxe8gQLYXBq9+kMkllP3Wvg4yQ0KgZ3j0r9kQfsVH0KiFv7NHoG1FOBAPHEDiy14kaoKqpb94/MkyAHvNbySZ21k7S50f/TvOwYHOY5DGZj3HTzVP87Mcapbt8S7rDsBuFxmfr0UzfjG7NQm7dyV2g7Y1Bt7OF9A6Ahbw/Ehs1d8YhQBIxM/JNFoUk49GOpe5YdkUje6M5zFuNBKCQT8U90PC1UuKztd45TRPkwuXdI8+PZ85Lj7pO5rpRXNJQ/LKvFW+dT+7u+Pzz15SSOX944s27Rz6crxyGgVNJIR1Smtxu8muxP5e0gSVyKZQ9kbN1/X0zNpPvVE6JMiRq72xVg9CU5G05lCIbg6I9rbdGFZUIJ+T9rTG4s1ObWjNq6rfzRua+iZILtXbWVjkNw34kUXulpKxeDdhZo7omsR572wX9H6X37jICJ4WfFCTSrR/YjYbpHmQHAXUezHSLZ2dHkPStwuMnRc+QjN4bl5a5dOdbnPu+8Zl1vsyNTwvcZ+fV0PmkOL/qnauv/FAz37XMG89cLNG7PLfcc6zPcguC0YA0mJGmOqVhPDXn1+vIHzq8Kp2/GCq/ODQeDp2H2ni9dn5WVy4N3myNP9bKd2nguQ8fJbL/ntd/gLFsPEjdBZp0wuhMUxFyVlNeTdO9oPvrqa6BIg0COoIeKuPIMOkrJ/0dLIzJdj8EyT16KexaPWKDwBHddRjUdN4MMYnpOkFFDNo+kjKQdlnOj00840aYBXW8qznLA+w6s6QqSOuyCXVcZ+ngXSTZ3sUEIf5+DuQ+lYxF2k7KI2ZFly+B1Yxb088hip/1Kpw6HJWd/VpXUdSrRvTedZjkBEM6ksxpJDYbtWm5PDSsST8HLTbBicGU3JAS+PRC13YQe2JZFtats82NIQCIkkeMJppTa1o9nqhto7ZK9zhkLNOt8oFGW51tWalbxXgRdEJXUZaN3Dt9meEyk6aJ/OJBQNWy6LnEg6HR2LaNGdi6cX184vn5GTPTQbycufwws3x41KYSfhgvHh44TBMZowBjLuSkDbCb7lkaBqYhMwTyO5akQjqL8tZTZa0y7ttqUxKGO2UaSMcTn/+zX3H3iy/4+//uf+Dd7z/wbr6GPYNmDexMkb5Ru0DHHJNG3431wjckWHfcdqh9A4zpjza/APli2oB5yFycPQ5TdJRgiBGsHzx+NxDloE9iOjS8udgdJX/8W4FYu4tpZTuCZAFGdJkVWh6w5GRPoehoAZA2chjUKkWhkYoYVDfGUewVbVtDzpRVAEN4lcjYsKd8a2TMSsgiTPRrb/IgSvL0x4Y4JDZ2Iy4j4b1i4zHSIg4Bvho5qUBseYO2im5ZkqY6O1f1z/U1TJGk1GAMk8oBrMp9PpcROzl9HvDrRU1MOmrN1jMppCl+OOJ1kYTjcgWUwGP3n2ItaNPnZ3x6IEUijC8X/MXDbb9g2T6Cas/PcP9CHjnLOab1o9goW9OazYPAM0ti4g2KejcbIKmoY5vxPojCjGmK7VVgxbpILz9mxR1P4H3DS6bNZ9owhYdGwzexD1K7EtxDUmrYcCC1BWtX7OElHI9BfYUeWmOOIe8gyy/F5Wfk1WGMxKJ1Vrzy+oT3jd4GrDplXXUPUqefTtQtk+c5zrdKbJQAAQAASURBVNsR0oZ5xv1Kake8TGEW1/SZhhGvqJofMtu7mVoT6/ye4e6eISdKOWCtkdIgMHPImGVaW/G6yVtoytiU8evMZVn5+l2nXmfaqolhzlla6qLnOHmnX2fsOpMOI+XTl/IEmWexO9kB1s62biwOG8b8/pHz4xPJjKFkeH5iXhe279/i3aleSePI/RefcTgeNfEzGMpINrHjOpoy56EwjaPSQHJhHAt2OIThd6KnxLbK921rG6l1cm/YYSQf7/jsX/wX3P3FT/ntv/pv+PBv3vDh8VEDpzzqbO+RWrJtNDM8y+cvuesMH4cfFcrankW/S+FjknS9gNskORcNgmIPt1Qk+QqvKMm8iOHPDoD1YJ4kUoAON9PwLEPVtl1hnDSWKpM+6LYFOLoJtK/yntPvBJsljxp+7cDNLuHpTR4qUb951X2xSNLxdYno+kleJKdBBqBh9mzrRioDfZM/SzKjT0Xn0uVR1+PuBNuq+okiwCRPepa2q4CeSEPs2wbHV9j1Qrp7ha8XenIZJqZMb1fS8xtsKKThEGfz+A+3z/4jfAWOQEUeDJIayANlGAYFIVhWIw30rap03jppUKACUXf4Xg3lQvFGDTlCGqDVxLxc5ZWXxoiBTax0tgp5KPTWxXDb2a8uFkUNxoqbmrVsWaoeYmAXAI/qdoGh1i3wud0kNZ4FEJsbgSU0U3JVJKZ0xJ4QaEAMY6FGzRZ/ieTOHlMMe1uyN87hEuJ+M6h1XL8DqsfijLMYSluGHGWIQJ5oVHunpwi8cMmFcrAQbn42AeX0kMZ8ZO9IxrFH4CqK/Yb/yDcp7pkAHTFP0q1RJ4Iv9DcTarrbDny0Tg3JTkpqzFvrMiFHTCNap+yAlRnFtFfbAJ3E2qrS0ui8uD+RU6JfZ+7oHCdjbYVlBzVc97kDOaTiuQx8/vmnfPLZa/mPXK5MCR6mkVIGhiKgL4c8JGWxt72rnqz7oDRnch5jWCzwOse923tjR2BfSciPpTbt+VSGMlJKoURSVdzVYAomMUGQ7En9nuNUSmipOtCtcDhMvOzOeW2stZJspCACQUdBHxZACHRSKgKG+kfGf84CId0l1+nNSRZ2CvFM7OBfyYnaPsr2sCTZT3Ow3ffIb+/h7KAcAmZS1GqWocj5sxs8+siTN77uzota+aw3vjDnVa6crPEiwauh8VdubD3zocMPvfDGM+8pLC3RU0M8uR2Y7GKAmhhf+jICxbZuvFk772vmb1Ljp2PjF6Pxk2Pnk+686p3P18Y/qYmn2vlhvfJNTX/SHvkfAKIIevSgMsmlSUiGaKmaRqSgo8mdJQwH86AGfpcP4DElTiERCKmKt3Cez2I5BOq8N3oeLtYeUgVJP8KYjP09O1AklTE1mJ7EKvC+hqlOfIfWwSs9RWOApmOiwpqaT/a/sxvdaiPsXQ1w7wJktqpF2iypwSuJ0jfRH5PkRanIT8PSgBrS0FcSzI6+SYMYaSWOzGlv0/DdY+ZG0lOWfffGZEYOym3fZAg7jEfRqyzpTtdO8gGs3eJd8YXOkTG1kF4Z2Tstj/RWqXOlbitzhikmetXCJDBNJLYbddvrShtGPFJ23BIftkpbnL5cSRdJflKPw/lqjN3JVkh3J+zuSDoeJKVoSijoZthYNM0oI60/0ZaFD7//ju/zwGCJ4ycvubxxtm0TbZfEOAzcHyaO06Dr1zrDlBhouGda3ajrIuDH5Qg/AmyNVBtl6LfphA8DOWmqutMdS5IZ3vDpJ9z95S84/+4PfP+br3lzvnB145a6sGsUMVpVEWAMQakTlEKY/GkvaLeDlP0Avh3NsdNigTSH2VPfp6QBpJiuwcc45KCIe4MkIGwHYvb5x067zKOaIwvz2RvIYoR580fdrPeqz5LG8PkR2yO273ieXM+1hwQvh3mzfdR9Wh7oTUavO0iTLEGWQZahqXAPZpeNB0n5POF1CZDHlSTirsnUNrPT2VPp8h1IEzbeBbVdlMq2OqQJbwv0pHg48wCzOt7WOJD+fF/mLine1kjm+DEmZ03x6YkNbARb6Tnj6QVQoJ1hOKgg9IY/L5AgjYo3xAY8T/j8jNUV7j8FP0gTflXEsDFAjXXSXfKUNMB8wQ6K0jVvkti0TdOeiJSVT3IRGL5ccCuwdJhGfF6hz3jOYoR4h1pJp/B2KZMMOgGmEarLMDYbLcsippHoVROZjsMwkMaEtRekupB7JtmoSePDC9Hb704613ZcLoENBwEk0SxbGWQiu8wCkK8Vph3YbPQiFmDbtK6zJdLxhNeNfl1hW0inF2J7WvhQXDYsPciEc52xYpIs0cm1w+EIrNjVycNEuz5S60hdnLlvTJ88yHgPlSW53GN1o9dV583bM/nTB9JxwqYDPgxc5so3j7PSfYZBDVhX4+CXxOgIvDwdsYc70t2R1CQP6XVRgzsOOj8H0fn785nHv/s9PwwCgg6fv2buzryuYj6YMdzdc3ecOE2DmpTWGA4To0fRtS7UALoLzjAMmgLWRtoaZYpGwQwfR4qZZIgAXrVHjiPl88+4+9Vfcvn13/Pmb3/Luw9PLLssuVU8jap3wlusblXDkxypginpHpSifS8SEnaTPdeIXDK3lKPKNrE4Qq6optBDAq2my/NHhqPMzAXY2Dhxo8sHcC8/EZ0H6XAMM1p57RCxtBh6FkoJQBr5lSRTPP0wQK8ycc1+a6pCw6sJZa2S2szXG6PMHexwR28rvLrXZ2k1WGMFnzT8yaej6OjrQr67J20VP97h54uAptrhoPXvdPzpg5reoZDSSG8LaTjAi08kCzIUuztXuL8PpleBcSK1TVHMrdGen8nD9B99f/3H/BIrBNSQBfMasbFvwwyrHz06hoHGIlAWINgPqagT9KZapZTM0BvNuxrnUqhro9bGMMmfYu3Ousoc1DeBr33r1OrkosSbmrrkda54bPkIfjSAbd2jjtPHc0frKxDLPfpVDHYjJ7+BRO6qoLJFve2dGgk6kjYEU8N3YCTA0NboAQIFhBOwSXjSRdVl4cOS7N81tN0jh1VL7dzl/TOqTtvBLdh9X3b5jEWLInlI9xRRtyEbj+lzd8PanmAanzCm4zE3E8gRIEpKuyEuyLbXqK6hm35/59Bn6lZZWmMJwKQTQ29LjCUxpszUu0CFKRhyHudKMozCTrqv1Ziz6snTwz21dZ7OF55dQ77kjRHjkFIoVwQZbUNiXlcsT3z62Wcc7+/48PYD1/OVMSfGw0hOknA6ijdOyQTouLM2Z6uN1ruAfVMPllNWLdrlWZnVrYd/ic62YvIJSQ5z3bj2RLLKdDjIELaqX9wjrUtObE39YzIBFyn+bm2dZM6QdlikkE8TCbjUNUyCUzyXUgLUKrNcMyNlJ/uomgrwJEaX7WuKGNKypylxq6kMRXoTHjAJNCTqGkA0PJ57eboIxKz6O4K0A1EsJDVhYNDDJxEKC84PPvLend955a4ufJoar5Pz0hp3Gabc+KLATwJuXJtx8cIHLzx55rHDI4mrG80SKY0Ce5BSxdifLw2KL934t63w2w1eHjK/OCX+cnI+N3hlhddL5SfPz/zVnyjl/A9wTIwnC1MqQO8yF+yODYa1gueg9Xqn13BqiQQOtwAudlekWrkJ2pNhtQUwEzfFOxZRmJZEw5akQsVHoqvhaU03KGiFarrkXOIgpkMK7wUZfAhx7bt2/H+UPhJRqZrOZ9FbY8rvZrRa8R814t094t90jQrSYebcFRuWZL4KkgBZHqSFjCa7t45bjkYt6IpBIe0UbV7BJukhS9ChZngubItc/ykJapeEprsmS3VjGEc1Gd5IVmhowqsmecPsGCwDD61bYe1OyTBOE21d8N5onpjPK5Zn8nCiJMgNco4N3A1y0F+7dsAcUo+nDr/fZuxywWrFD4umjS9fkj99pY2vVnqRwS67JhsVZJYzaZogPVG3Da8rl9/9nm/WmfHhCK8/xRfYns94W5hK4sXdxMNxYhoGTSwd8tbw1tl8ZblcFWOJDvQyTpRsWGrYvCm5oo2k6UjKMujqNohSWjWds3GkbZ1v/+u/5t2bN7w/n/kwy6dAmr2Q0hBr0ru03FawNOigSCkK7Wj+s0YBFkwSbXLpNrkwBGzsoJ/kKQhI2A/0MIaVXC2uYy4xKQnZQkjkdKDrffZpgMxkA8jzFnusmgiZULWYZmSwTvIwryRMJ8uoiNpeAyhJgbsGAyyPpNDm7ua1ZioYND7IoekUlb5nU4NTxBagN4EnqWC53J4LNqf7pms7HW8eO5qw3KsJQMApwwlsl3hsMU1F18cUI9qWs/T+f+aMbu2JwDjQlzN2ecamByw8CJJnTcaPGadEXPqMTxlrG1Ql5bCe4XSE6xxgVaytpanRd1eTNjc4HLVvFsO3KyyVPmTsMGLbgt09KD2nZaWIbCtsIV8o0gqzVcUAt4qPo6KKreLXZ93XNMpnovVg9qGEEUcATjbYEJMxDfTnJ3wy2uFEWy6K8r2ZiEPyRlozZpXURmyMdLTm2OzYJy/EuDEXg2vdYJgklxlGNdTbqmf1pKaQ1uAgYNqfapjnGX5/Tzs/wlDUoGwbvVdaKjoHL1cYXwk0qZ10PNC3BfIoxsz2COmIDy4AZ7vSj3dYXUmXhfTyhF8utLrhr+6Z541lOVMeHshbpXCVrr5ueDf8KDaDbzr3rcj4/FIb37z9gKUiH455gcsFXn9K/uwz7Se14mUQGNXFwsRcrIycNRyg0S9neq9c/vbXfLfMDC9P2Bef46tTH8/45ZnxbuTh4cj96cg4TSSM4k7eZMS69c78fGa7zmCJPAzkwySZz1KxZSNxJh8OpOMRS5FKkTJeOn1Rg2fTgb41vvuX/zXvv/2W949PPJ6v9GUJqWbsz2aKLE6Jti2kw4EUQLMF7u29K5VmkOG51TDU3qe8WUk8Oy9+Zxt6ynFuNPbRsFhCo8DrrQEdHybt372rhkpJAxs+TpHZNeB1URGdR8kjzbCmf5IF+tCb2L/mer4Xmd/6spCOd8JPalWjl2LSO4TZ+N29WLE9JGvbEj4zXU1AmUhD1h7S1YyyXsnDRMpZYO58VnLbOIixZB22Sjs/wzSRP/sCaxt9mXGMdHoNh0l98Fax0wud4acjVhfsJDA2946XETve0x8/4A/3sDb+rF/JsGALyPNiwJH8QIOTfWiDhpzUW0PpO2sbl0SjSvuxMy6GQSwjwxjGwrwuXJeVUgp5HIAABDxqnL3tC6aA55C1+D7Zlw/FUFI00wH4eL95jHj0MOZ+kyCZGSEcj1orMMBgNqSopWo8gjlLzmQh/6i9ByATOX5ZhqiW0L/rPwYggmGyD8hCLonLhy2ltI9HA3zYARVun7ekUAXYRw/FPVnI4u97StQmIMRRe6DnUd+xtRiQuUcFKO5BRdKnFux9pQbp6u4AAyZzWfldtXgGxURvvbNU3euUNEYvjs5SM6aUGDPkQRLKPCqaXNvXzipSH9ZTVh/X5Vs1HU+s60abV6Y8xNAaxiEzFcneG6ZYYOsMbhzv7/j8J18wDAPrZca2yv3pKEjJsmTmvdEVe0PFWdaN8zJTHUrK6q8ilaq7vvtQIlUw7XV+SG4CABtTCmlN57qtXDcjD43JCp5MMsw4B8ZccN8kq/SQnJqz1RqMJ/URJUtCWbPY3tulyXfSnTQEKzHu1W6SnMOM1UxnGFF3azb6kZ2lliDFbN7Aykcpo4c3l+vaysu0hewriYVrpp4fNACN5ythipAOdlU3scBSKjFcg+6dLUH1wtkK3/fG6J2TdV71xid0Ps2NF8k5Zmcc4HUScwVfcStas56Zu3HNjSuJzY1qhVaKGKVubA7dUgxvjZwyb31g7saH+4H/4ief8EV21u++ZX7/9Cdtkf8BIEpsU1kGMuJ9xQS8e0g4NMEwr5qCF1MRGGgVIT2Q/Cce9r7Dw6aJRmsa8yWhZrazV0L/vt9Uoa5OLgMyLmqBtuk9PPDyCBtnj2VNfdclCtTx3bl4R4HpuvGeA2hp2nlCUqApNmru1pWWsprFPFDYDd+y0GXbWQUlGF8R3RqFY6PGu0EyxQw2TJNWV0PXRDXBrYW8JWQJTsgvGsUS8lN2KtErpEnmUNS49kXGj1kGvMoD7+ALbgcagyQeselubRW4koQahr8sdUus6zOUQkkzYyk3yZK1DcYpNpOdzlvwyXieG787X1XY9Y08JMYCo2nDLHRSa1RvlK0rpnBd6TvKu65s55l+VbxhfXrkcdkoxyOvPn/Nv/hn/5w3jx/4w+/+jmMxTscDUy6U3pkKHMei5JWma7S605JczctYSOOADYWSVlJdyb2TWxf1dxgkpfZYsyVDHjm+eAHjwNsP73m+XnhcV54cJYbslEd06HhttC7K31BGUsp7XXBDkG0/pKJYFtMkzLvQ+pEEjUCSg01iJqlZABlm+Ua9k1FUEUVxZ5+kj8yvm0wtwDxNbOLgbyvYngIUwI2QFH2utujzJNPkcNtwdu+f8GCpYW4ZcczekRmxlQB5NnbvE4uoHgdNg8oAZHoX4Oq1qShvLf69plwW13gHYwQGdWzIKF93lAxud/4iQ1vC1FITJXmy7Ka3hteNlEdKW6jlzzudB1+xwbGh4F6UfNE7jEVRxXkUK2ndSOsV7BCpPLNMMQ8Cr9LhoISR4QBWA5wqWmPTCb/OpMHoWSbMvlVs1UTZT9EEVYGc1h1evIAUfgnSEgIVaoHR8ekAa5hndoO04WXC5i7JwLpoot5czIxsWo9lguscflYFO0z0eaFNgyYw10a/zjeNfhom0rZgfSXd35EWw/yZ1A/YdEIUt0EJPCOwrvRlxcdR7KzlGiB5UkPnCIysTZ9vcPzi9HrF8h3esijl1072Jo8IF8jrm2HFJK1BgCIJ/PJO7IXlzC1mnDO9iWln5aCpPkZlIT+KIpxTg3WmM9Icrm/eY9NAWc4M40SyTNocmy/48FIA7ShjUStGvjswf1j54x++xuuX0Cq5vGZIMJjA3uKd1Cq1N3J3bF4U1Yzi0fu6Up/P9K2Stkb74S2PS6XcnXj505/yn/8v/1e8ffuWP/6b/57DYeR0/8AhKyJ1SnAcFZ/baqeRqB3aMJJ6pUwTeRywYaDYim0LpUuyw/lMmsabBxsGPhYYRg6vXmHj+P8l799+ZUmyND/st8zMPSL25eSlqqe7p2eGFw1BESABPkkiCEGQ/mE96kESIECACI1EkCBINClyrn3vqsrMc87eEeFuZmvp4Vseu/iiyQGoZqMrGtV58uS+RLi7ma31re/Cjz/8huv7G2+3K+/uenYS0GAmSD2HDPxapT7Ju0eAuGaLh3eW+UyfuGRyhtLcbMo8m5RyPqQMkOylkOwmGTvyLmlqmI6kvkP+k+tKZ4fO9+h7snVNYOGcWL9iy4lj75c5eJ59UWSiXNVY2HqG65UoSya/Zd213wWuoCFZuEZbZWliJMxNMh2XKeAjiZGCXc7QJz7ll+RjpsF1x9oqrwXTxDQisO0K60pZTwJ9asUuz9h6pux3RYnXpjP19oYPedcdJp+MLY0YF7jeKJcztW/w/Lst51H0b9YTDWDiccSRO2m7o/o9MulsVy1bi4kklbQ70fxn1iCV4kponFPNltXGtu/UbedkarBrErbmroY16pJ+JCg9MkGcQxSTWoZ8layStN6akX4ok0OwUEyyazEK1AGoBPNseVSDe6YBtFppNSXrZIQuEFYV1lAK4ZVaENhRCtOQlCWBkIZp6QRpPmpZ74ltFgHT7TG4khWfYnsjxMp4DLxyZIxb+saoXnZkuxDpwxJTLI9Wjl0HgQcINNnDmHZEApMpQqb43BDQO4F9zgQSgFAy6NTt51SMU3XW/Cit1keKS03z4ZLv3VNuU6ykOWvhNjp9TDW35gKbzWi18vL8wnpa2L9eqRG8ntUjjaFwDyewajSMU6vs6J69fvPKp291Lt3fr3g+c4Q8DTEjR31i7kwlA80J5xKsVYk8SpPL95tAF1YEAD1Y4AIxZlhu42lIHHC7bzjG6/nE2koOMTXM9ByS5kJK0MrSq9dVW9UKVqk5d1zXlfPofL1d8bJgw1XHV/Wplh6aMyRDK6WwFPAoD7Pl1rSu53BdQ5ev4hGyO1x1vIbhAgU9wx8e/ctjfelZdvdMlrOPtjr7Fvly8gCj1PMU+eqEq3cohtnKwPgck88x+HMLljF5YvCNDb6r8F0NnktwJljLYKlwqs7FKr80pf1JnuWUGkpbLUYpldosE/gW9X1rDgRqpb6c6K3g1yeWh6vz/+/Xz+8OfEKi0FplLr12MT0IvzXhttMTZerQ9AfGKz8FaZxRU2cVTIk6YZXoWfTltM1CxcBhUW0PjaoKiBidWSL1gQfCrA3FmiQJM+URMxFXySzSeZ4ioWEgmmyEDgUk21HMcNONn4Pw8UDVcx8XM6QsNDyR+cwsr0p70VRNDWIr2tan7/resiZ+JGgEk+zhUbhYUFA8oT5ymucO+U3MveMoHs0sGPu7ium5C7Qp3+ZiVYxynAzrg1LP8qfYSc2lGELrqWEVZi/MURnzTjAoVmjHxsZkDqP3Lr1q7zSgLU3u1S56XzXLSZkDk1gXvlL4kzkpfWfdB8v7DbPKLMZ5WWHK4NOWReaQHszbnTkHY9vp1zv1JK+XmJOxf4XvnvjmP/mP+Uf/6/+Y8l/+N/zm//hnnK3SLGihmKpSGj4nsw84rTrUinb6UpsKzlzvtIX69CQQ5bRq6jc6cRcTqqTZUH155ekf/SHjfid++A373vk8nHv+pHLwEXPq4hEM7wLRQDHGVUCkItmUWKWufkGmQ54sE3uwWg7d7QPE/C2zW9G2RKU7kHGVBroHSo3K6cVxaOeaiUyxwdP8dYYmPTF/i+Uy83cIOI2oWs8W2Ey/lqSRqxiI1O8H1hZ89uxFsqgaijmnlJRh7EhzuwjkSPXc4VlEyqTc5dtSc83owyR7rQowUnK0AKmITI44QKXj53RP7f5Gac9EVDX+llKQOTliyn+nX9cNe37WVHYGVgfc0sT3fCJKAAvlZNjz38NGJ64bHgu2nDB2yalOT8RusBr4SoyvUrEuK3G7Q22atlkhvrxRnp+gpQdD3+D5Bd534rIS71/E2ni6wPUuucuAmAX7tAoQucszJxQhpwZz7GqwTKkqSt8pxHuXjU6dUFLu9vSiIny/Mbd3/HRh3u8q3qvA87JcKPNd3gv1WUXx6wW7pOTIO2Vzyll7dNzfiWUlnl45DJBk0t6h5l4wRrJTFknahowa7fyiBuVywe83FZtesWHM7Q1vyPx8OubfyG+jdxnBrr+A2x17WmTs+WUFrgKpabT1gsWGjwV/fmLe3+UNU1fKGPIBKcAo9Llxt8E+J+3eWVqjnk5Ev1PHRovQ5H9MXe/Lhety4i/f79QyWF5fWd6ulNo418J5PcG4Y21JU3FJKPz9iveuvf/LG2U9UaYkmPPtR+z7F775P/xv+Ef/2/+E+k/+c374q3/BuZ1ybhg0q5Rlkel779j5xCSY4qdT6ioJYLLlYl1ozy9q7k4n3dOxS07lKkYphfLpG57/nX9Av96IX/2Kbdv5su3sfWi/aIr/llxYhfncNxW5Y1Iuq9iIlhT6KfZI+JTk5mAhmponSZZD7AkE0h9pfiXNGbxpmm05dX9EWYYkMpSWxuMjm0wBIPQE3ksV889MPlW1Cqz2odSrA4C2JhagNcnQLPQzrChZi8MAF1jPAobOF7yr5jlYKHG/6/0tBU6Loocj5N2z37R266rzbrvrTDwVYr9jlwuVqknpHDKujUo9LUoHMkmSmBo8ecxHwS/gqOKjy19ou1JeXtSYf/2sNXhqsF91bs2HLuV39KXnK4oxxqSkKTRI/u1T9WH4ZBaYQ4bVkXIQK+mn5nomrEqST2SzHIg3bpVaCh3ntikt7VyfH5KJqKp/1GSptrBkgfsMeTURiqBFzJEHqyM0qjSE//kUgKKY2YP3wcegRy3toyEOMn2nqdktOcVWGRU0Sy5HSmks2TFT5RpjRjaWiC1SSLnG0UOQ5q8aYDokcONpjnuIcSzBDNV4DwAwuStqxNFQO3sixc/q94cVimWil94oe0DP3uh5WXLwKiCqpoTQU/48XXX/GOppZjygq+MtgBWWZhQKS22S5xSjLY2GmOp9TrZhXPcp5mM26T5d3lSk5CPDPpzB8qxwjrntuiZ1FV5WCtMn+wi6O0vGzw8MWuOb77/n+fWF+23n/eu7TIJNckc3mdhuPrlPp/dJaTIGvrRKremZVRqLmQbCB8MiFRdGpDQ3Hs9nNYEEnlL1tep5H3vnDXg9LSxVrGpzp6bqwREDaIb2SZ+e11ZS5uJieYYJADmfVvbe6dPF6CE0vKhSKcjHTgB9zXNk+lQvnH4uHjyYRiWZZZHg3CFPI4K2LJJ11crsqT4oJVm4Ig5YugyPBFrMDl84MkXqYHlJBVJymKBevOpnWpUvVjnqtkYP6DF4m5O/9sFK4RTBCefsnecafFPgtQZPBicLTs1Yh1OLU+uktoVmRrVI4EtJjlaXh3wJK/BryY/H+2dmOP/Rz9ghfz6IUnLKZ2o67ZhmeV7okmCE5aJ+AAqRBrJNB3MALk0dfcv+J2lE02VWVsCW8weVD9f3P1rdPKRrejP8jwCjUOGJHKqFKuumhpWHjCc7RQ49mIUc6g81SsTIzZiHyZDvuwxUD2TeAB/U1qjLGaqmSYZTDglATf+TiihM4Zr2eGTDaMQMRoM4nLYRsHLgzCSyp6ZYEgrmYMaB9iJmQDkz5iDKBUxu5TGR2aIPCh9uKp7FQbNV96JUogoVLudFTJC5MPpgZpOsomlnrYopdC90Kn12BpM+nGVdWRchjNVCU1MSVa/BV5/86V5Z32+0o/m+nLCebuxPF0o1FZnLxN+Deb3Tx2D55S/4+7/8Pfqvfs1Pf/qneA/8/crX//af8cf/9M/51b/6U9YxWBvYLLSnlbacGEPouaEo5jG7HGlqpVaxerpcYymtsqzyUbFlkSkmK77vkhTMga0LHvD+Z3/FNiad4BqTn3ZFfitK21MrC4Ti2kYfWriHqZNrgzE7WFa5Dg4QLb/XsojNre7xzOImHGTOozrATRKCw7so0nvEkK4zspIwQ2vNcxJaEtChqNi2mR4mRT87IiVgBzCRn6/fiSagKsI+NsVQzDFHzFoIEVHpYMQx8fddnyVC6T21asqxnOQXNAelrmKhSFQNTSa2jPROKZUj015JEVNACw7UNLBN+aCLPhv7RlkvYpGF4kANx2uTUWHJZmh02mMx/46+LhcBb6dGCSV+hXViDsmyzPKaTWzm8/x0wVYX+y0a9vKS440hf5HbV01wStVhPG+wOdGgvH5PvHg2oR1bn/TIT9c5Mz3NViVfsJOkIDDhadHzN3K99B07XQhr2L4/zKJj74pvDVOjvFqysQrcrliTueXcB7MY0yr++bOSQDxNZGOn2kK9fCP5z/0uqRFV2N7pE+Z37HzG1hNsG/HyqoJ7aH3FthPnJ5jJRquW73VgfZdfNKazdm+YVXxuzGHUGdha8D2IyzPTd7yulOsmhuXblfLtN8Q+kr2gBoL9J2mbS0C7EFQ4N4oX6svC/HqD0xOzboQrMaUtz5TeWWtQZ2dWGG1ln52+Vpbrlfb6wlJM51/flK4UFcYN3LhtO3/hC8vls8wDPYinJ0rX5Ki8KC6+0LCmPXtcb4y90/7+H/KHf+8P6H/+F3z+p/8cf7vhv/kNX/+rP+a//e/+Jb/+7/8Z63RaGZiv1KcTdTnp/JryEKjLwuy72Gu15d4fjCnmY2kNWxf52KwrtqxgJ+x+x7cuicqyAPD+r/6cfe+McO5z8OW2M8MyAlKga6BndYYxrht886q9pw+i5p5S0ki7ZE0yRuLh6fm2KE7YQUBFrdmQFqnseidKk4yKHMCMHD4d+3+RKX/GzamW6BsxdgHrLSOn0zQ0cp9X3Pjh35B7/wHuTIfrG7E0bD3rfJ3JPpwdOz+JHZOGsgIuAWv49pV4+oTd37SfsxDbnVjPKnJPF2K9wNioy7PWKhP6HS5PKu9HFx38fKLMwBdJ2sR+Mzl9hsk0+e0rXhdYCmV9wt++UL79Hm7vj3jm4hNfT/JHaQv29Izd7wJ8f4df4Zmu4xm3OxWoMK3iXSl5M4c1NtWgVBuMakwKTKeGZW1BmqnmoCW382JF/hut4VZQAnzW72bpPxi0RYBKq2Lf+oM1ome/kCzvmWwDjiayMAmtm9DX1arp+fRghCT7BTEvSi30MdmnhrDy/yu0VjnsVOCo01WLlWwoZayZaz8RksOTQc+/+qWZ9dkRwwwfgEpemgw6ze+NePQxM0IAn0mmUe0AZPQZj6Qtiknij2AiS7kkpabspdAsuCyLGOUpLTIr2gstGTRzYhl33EowskkpKRVpteaQUKIgD2P65D61xy+tMEfQqzFm0IezddkO1IYCMMyy55Hh71JgqfpZFpWn52emB+/vd7o7a6sC6jBGZBgHplQiN/qUXOz7X37Hej7z028+c7veJBcK9WiBwKrRd/q+ERjVGpfTylqAcHnqtJaKh4KZQJjpzphOP56FALJJb6BwhlDP2VpjRFCn07eNayk8l8ZaVbsWW/Re5sRKKOb+uCah9DQ7lBihiGSKUdvKehr0+12eLlaoLaVpoSGovj/YzVlKUcLOkP/JsW4hVPccEtKcyxYKMwaglLjSmsA0EAiSYBsljXEz5vjw/okkJYgZn314gcyvSsCxZD/BAV0K7EtvnJmqE5AMCha6ybx2Az7bTNRxUAc0xD4978FqsBTj3CqrGScLFjMWXN5HFUgPJF0Px012DGNsDON/YhAlKWPHRPsxyfb+QSl9gB5poJQ57jnWhZGTYENFXWtZFEyYnoVCqMk7pgw1ckO0j5+X0iAL/y2nYOmbIu/OMf3X3VGxTsjt/mjocJnxlFKwI54vDqMeUuaQEpA+mP0OlkkVYbkY48EwOeKILSdW5GZXc3Lkx+buU5rMcMwctwZT6N4sx8FSCWsy5ZPWQY3wEKgCKlbXpnsx902TJHc1hSU34JKeKEKR0uvhnlMlFWqVeMiUjuvaloa5JqIzZFS7z05NLXWxyrI0Ft9lAOZOB+btyvQTYwZrk+acBJyMIOqJz3Pwr643zmasvNF8sJzO0u/Vmu4wUgL6YnScPSb2D/6I5dMnyg+/kgTDpZ3+9f/wL/ghGpdx49vTwpqGclYrthQZQBos60qYSdtqiC56aP1m0HKxsi75eEumFMWw00lRpF33YN7u7B70cPq+82W78zWLtlLStE+Uq2RTdybSPyqSWBKcI2qs5HRHG0bhMBcTuykLuRC4pofbc/2JiaVvW7RmIjKVJCAEYOqA5fFcKl2qERUsWWKi7BWYUxOanDDlG8k1qIm6taZT3tqx9aXn0OTIkLdkfDBdz3GIUh5zaJKQrCVriy7XchZY2ad6ALOHpp5WiZmsrFJh7tLtj3uaqnkCOVPXYKaGmK6J6uyU5UxZRVGnnfKzpiYZEiiqYCssFeY9Xb6Xn79N/l189XdYLrDdBC6UbPTvV+Llk+7zUrU9DxXdNhLcPiba1/HYcxRHesLWMzFuOlqGa31ZgdsG21UTgueL1sLc9Ow3kyxlpGFll+SmnMTmUAE5NU3HwCtRV5idOKV3Silw3+FcoWWiTHelyGTMsK0LEYPRjHm/MWNCeyG2N8xXbO6UZaG0ghWH611gz1Rza9vElh27PAMpOXpaH2cd15vE4utFz+x+z/frAq0uF51N3mWqeLnIbDY61p4o/apUkbXi/R2/38XuKTmHKwHnF9juugbWBDBdf4KQJrhQcd/xkVG1rVDGgJPBlkVpDYLG3O7YfsXYqecX6vpMu+/0UukebLPQv3xlPD8z3q+sdaGdNTSQtFGslve98+e//olTqaylUcegPT1RDvpteKbXOF6N4ZN97Ni//W/RPn2i/PmfC5y/nPEJP/zxf8+P5cR5f+eby5llXbSf1Io1Y6Z/iF3OwiiyyWmt5QRUe38tGel5OqsIbGlmbggQrJXoE58Tv960989J33e+vr/zPp26ro8J5cGMDQtidnxpGnigPTFa+pZMpezZlJQqatLDEatOEY7xKK9w+XrJA20qiYqgnE7EvhPd5S/kLkli072N4epMkLwo6gJtVf2WZ4PVCr1r728tjZXzTPAQuABKC7KSoIumrFarANJac32k/KLLBNf2Lf2Hduz8iu3ibNqa8d/P32oIsO2irEfRNNU7ZWl4yG+J9YS9/UScn4j7FXpXbPP5DLe7YuttF0NnDMo2cQZ2OlMuLzrPPr3qWkZRxP0MnXm24MsFe73A+xuE0+z8N7fP/i18TaAMgZyB0l9IZketNWUu6S+C/NJK1sCe7DVLQq0l+yEAH0EU1UYlgmrBguJg935j9sLoJ53pqFaani4Ah/wla50I17ld7IPVYXAAhgoIyYn68WfS+yMk4W9FNfNEwNGcAgwrRq2SAQyXUa37pIX6kuk5zR9iJajc8UfNW4pYFiATV4tgFpP8pmQd5gd4IXbAIT2yKl8uhWnkfzN9xtT2i8GQMzX188l0LkbzkJFoyihGBGNGejKK+bPUSjWtcSUMFZZlyTM+WezoPmkIV5lVsqVSCsWCUpvAlAS+xhh4mOKJISOvBSiPKT+Ncy1QXGyPIwIYHY2HxMhdAAJmnC4XwoO+bQwPSpalh//jKeUaDux7x2bn5dvv+f6XvwCCLz/+xO39XQyhKYbO8GDMwW3b6H3wcj5xWhqn1uSDlSaqRxKPmUCdw8TX58zPKk8RlbuF1hbWIZuFUhtr1s43OnMM+t6Zy6LaA6O2yoK+3z0oRWaykR4vdkQmuYyX99xn16p0uhKyKCAmdMNbk0QtQamjD3VT30qyrUCJOgbUkJxFj1YqI5jUlt4ldjDIJL2bMRlCC6mKi3owWpTIhYyXk6AAGR9O/l2y4q3ob8zVr8cDTEtglcO3Ja8DyJvUSopglkyRKilhVS/6FfCph3axmt42rlrUwEphXVeWxAxGn4w5dc0jCF9y3f7rX/8Gch41VJaUJqZ/MEXyQVdKiNAyNfoJeDCgLDxMNF3NlnARTaojjarCNBnQdf+tBA+k8SI3CnJj0CQ9HeMR7exhworQLUtUMeEuIouWR8pILgwfrgk6LSfbO3NW6XLdMRZIvxdKFR0wLnpIavnwjCA4fFyslJTqwIhBY00EeVC8MDCK5YFjRnEZSk1kxhthMuIqTQVPSiTCd0lRwiVt8Smww11uTjY5nNPJh8+KUXwQy6KN4Ji8Zmzhvt8o65MeTnPKaaFtgXnLqC5jkjHVoZ9by8q6LNQIxnhjYGw3p9tGXxcuZ6O1lKNUPQ6Txm/Gxp/cd56LsSLN2/LySh0dxlTE3SJvjvt94z6gPX2jhJx9cro8scVXxvaGT+eyVl4vF05p6FTMGYj1YbUI2MDofcglprQ89CTrskNPiCKzvB7aTSc8PTNKJU6NaAPfOvN6pRdj2ztf9sGdA9CTz0fYMcWS87bVKsCtHAd7JBBhj4PwMGBSek1O/kDAoMbx+Uznf8+o4wPHxY5EnoOFJfmOUHTjYTB4gHzxsXaDKeYSOflObxdSy/zhGn9MJC3ff64zZgIkVV5HDDUKOQk1W5OBsiTg2LSBPujmamSiNhW3rljNMEvT49Rdp8QuQp451JbeP1rHtn4SMOrjUdw9om9VCio1i1AjYCUBXBWBVDAKUc9YfRBWf2df0c7wfsPWJyIGjATU2yLPkVah5zNlA+5iJ1ldYN8l6WkLcd2wdiLsRswC25Zg2iaPknKGfoMEW7GKeQE6FAGg1JaNU4DvmngTMrzsVzi9HGQpnW6Xlkwtgy4GCOMO53Oy7xoxB3PvSXo0SUs//4gvZ2Juov5vE+xDbsg2KKaIYTsZ9vwttjmldBj5e9eLzikrxN6xTxft/XNTk1oFCLHJO4Kx69i8vin2NQrcOvbpkxJ1FifaM3E7rlvH7/eMGV3wojNFGYsbxkUF+qVSwuTzcnoRy7JsxFAk4Hyq7PtNcqE5xVK5nIjYwU2a7acVvzpWv6X0TkEu+MtToZWgx51OsL290x1mq5x/8R21iSJclso0B1/58vaVv1gXntbGEsEyJ+2bT7S+a+83qEtlzsH9/cp2H7Snb6Sj33fWl2fix98wfviROZ2npzMvL0+cLI8+nGmWdF1JNg1R0ecUu8PQxFnsDoOiKbiXY++vko0muBxt0f/GILad+fbGMGO773y9bexOMi7k+XCwXQMNYTidJIetmcTjKZOsOZWLPA/Kx97/YKGWQ56Zw5NVRs7RlsfeaCEmpxfJcY6z59DTW6kyWsa1hkZKdWqVX8nM+qgW2DeoF8nfSKDniFn2ZAOmH5A+oxi+PpTEGEWFuvUdTmIUW3uC7S4m15zJji1KUUuWFhTidIHLWTKwGQIDt7tAmulYLDofdg2CfDljdcM8gfrv/wBbGja3HF4EZfkkiXCEvF+WRRHqyyID9PA0783o7gn+/AJkffo7/CpYmuSHooOTbTApxBiZUqg9NqakBD7UqEtGI2mNwAGZyxsCEmL2RxNpHniFWgd1qfk7AdK7bXZqhgRAxvXiCWIcYOSitRyBoho+mBGQ4EsIWPhgk3g27ROfCeSaQTNsaj21I+1qqnpQQ5lLIUKg0jF594MZr4l8NbBq9GkZL5xN5/HbQyk3KkA+msxqRWlwHD9b7IPDXFYYjwAsSsJCx++1+JBphBgH29TQ7VSMy9K4LGqOp4tB0h1mOEteI9Kr0UwD6DEzHtkKrWSMshV6uJgRHGXhpJrMY6fp5/Y5aaXSipg+UUo+B2K8LLXgVCbOOHxgksXkEZxOC8u60PvAZpdPSzb/+CFTQnX0lNnqoPDy7Tc8f3qh75Ovn79y3zdGyon2PhgB+5j0PlmLvFTW1iRdqTU9/n5rPzcxc9ydMSSj6SG52tH4+3Rm7IxleaT9tFXRxmECbRQwob281pThpNTSOVJydAIURCiqCESc2ceO3jEKtcDSKvf7HTNJqMoUa7u0RkmfQUv5mOfvhaAk+2IELItl4mUccKjinjOhiXCGl9963rWuLZ8Fra9KSUA1Qr2NtSqiw+PZTP8vyJ5cZ21rQLVMhXINrUoRW60gCXWgqOncA0TK14rxqYGrcMBDbpQtiunMmHPgpme1Au6N4WJfusE8eh0iWco/j4H+s0EUn8kuCUSVIPRWajZRibZqMt6IIsqpwIQsHPKw0hUseYMamPxE1EjNxwQiEmspJdkAoL9InoKAF8kgCi7DK1Max+EQznHJslIJB1ybYUBy5obQt+N5mTJ8HWmCqht2SA8ke1jaQkRXgXD4Wxwbc11TH5aboeWBUZaPYikR9FJXsXKsUnGxCQ7vifSjcEI+A+ihEwJ/eFlE8giW9CDpiVBfoJ5kJORHxJseTBt7orxH3n0QvjOn3K/XJY0+DRnc+U3643Rs7nOX7Cc9TEorlJiYVxoLgyma3Qy2bVCKoo0Dz2djMJaFv97vPNvkqVTOp4WTCSkMg+qu9/l+47pt9L/3+2zjyo9/8pfUWnn5o79P/9M/p87CZal88/LKJaer1hbKqmjn0Tu1Q9SJ10pHE7UmNENavTRflLwg8GKMkgu1JQ3ZwUzsmFkW4uGzsvPeBz/uu9DRltRseJgWR0D3QbU04K3lg25pRc869tDFPv53+KBA3r+iyc/xyqY/DmZYaH08/mjHlyX7BE0urGhtHKCLgZrj1OlbWUTjz9i3iJI/L3X3ubnFIY07UO1QA4rvmC2ikiYw8iFJUkFQjkLGqgpvz7WcZkOx3/SstkXPRF2VAhQVYohRhv6sny1jY1vOCQ6N46ZhdVFSTwKb4UNF0JjCeGMi7af0+t5WTVWLxiIf4O3v5itcXlaJ8hFbYMuJaIYt6TF1kBHLSrwaErLKcNsisH2Ds8A1O1/UULEmiF4p5xNx6/hywfuGbZ25rFCTqfQAJINolfh8x56SkTg6UVbsUtUcph+HWHsJNm6bGtYwFcNhSgBhpGl3URoJV0ljtg73roa1vcD2BeMFfEjuOFN+2IJaTpLvlC4ZAA432dXZshDbhl0u2D4x6x8yuqdvH8wUsyAuT+lH0cScuYk1E9erJpY1ZQ8l4NrxE/io+OkZ90Hsd2ozbCzY5UlnXTtBFke0Kl+NsRMbBLs2ls2Z5ZX+dUtNecU6lPWJ+PpDNv1nfHeiXgUKvb1Ra6HZSuxK6FpmYbYTY0I/rZQ+ObVGaQ3fB+XpFX97Z6wXfvPTFy7VuNTG+Xxi9UkZHa9G9UnpG/Ptyu12o//+H7Dv7/z0z/+Etiy0f/zv0v9poZWvXJ5OfPr2W84FgSbLiXJaBT/vHaNTasVrZUbAstAW6aArerbkj6J9bJbDfwqBD+RznftllIK3hnf5dF23nc/Xq6Iwl1VniGd6QTZUow/snD4opT28lmhF68AKtKaEK4xYi4rUZPEeBXrMrBtG+jv18TAx52gkD7DdTEC2CXyIojQ55sg1J88yTSolkcTA2qpnbu8amJWSVigCW1ibkoQSMLFj7ze0j4+72Gr7pgnh6GIl+q5kxS45LAN5niyV6JtkN32oGf/6hWiFkpKgOD9j446dZY5/fObo/cEUtPcbdX0Wy3dPhoKh2ObtnvHo8t0iHN82ebHMruvfh9htz6/4fYfmCaj+bu/91dJHx6BYO0jgRLLA+4SlZs1dDB9ie0031YoOpFdCzWFFOc5ak8dIn66KMSbLUtn3yuidtoqxOqcBhTGdxdQzREpTDgPY0kpGw/KQv9QiSDXHJnrfCXZ8yOUTLghJCETA1eeQlMi4DZekx8hIV1QPBxz+PyVZLYd4hpAnhgbFJWt30VYEIMFCArkPNk15jMMi67IZiMGejWdJak+krV2EACtLkDWmy/MvnH1Mbrvk5g14PlVOq6bynj6Ac45H31MPz7yjlwvVvKQM4+NaJUPboE/JumvulWGVETJ7jVqpJVRjh2U6kCVrQyBKmDFyEBgeLAVabQ9fGJuD83qhrStvbz+xdyUuye5uyAh3DIKGOYzp7LsSnr7/5Xc8PT/x67/+DZ8/f+a+Dxx5n/QxmQHVg/PSlDyUZr3H55xWmAm6WNb/4bquPQ20mzlLUY09QypCC7EPu8uL0hCg/3QCPLj3zpyyiKDp6+VRUtnHoNRIw117AHbTneHOtnWl4USwJ7l39J2xD0nAlklbVq2bQ7YfoUFSAg4RocFLWxhDzBJS1o+ToSiq+45UK3cwoYhId5FsNCFZBAVc98Me/oPJDEtgouR6PNhUIkpoHY5I6Cb8mMvme7IEi0znY2SSVDK89Fk+gM0J8nMsR0y0oMmBrqUnmFMo9Bns0xV04QeRQeqMiION9q9//WwQJTAsje8sfQ70flLrR049ftt4MhciMT60lREfX28uVkoWeDJaK2qAliN7OvCRFNNyFAyZuFDRBEZAHop/jUfDSTpcP6hpVnSBXJOgSDM2XWhP/4bKGBteMtrUasJWMw8Dp1qBuFNK0w0o7diFBAxZmujmg2UlEuDIqEArlHJB3IiZhq3pbOyaRtqRy17zYc5rLdOBBXzLnlYPedSKbzs+dspSCG9E3zTdPSbsRbIqayvFe07iwJKSxujs3rF6lq5vEZPF6kI1GUuVUpne01TKKThtSqu9ZOzpMkZGbwlk2G0obnJdSUk11gr3bvzlCD7db1zOJ+r7jbmeuNhM+lzBr3eut43Pf/HX/PRnf81XCt/9e/+QWBqf/9W/YGnw+vLCuRhLBIUhSr0XpbNQ6X2DfUgCdL7QbFKqJBrFoK1KT5LzdSFKfWgnlybtPOggOCaIQpGMWQtf73e+WsVKHmgZ+XWYmI4x6I50eOiAt0MjnsWEpo7aSA72x4MWblqqMftjNWItn09+CwQ4vHPgkb4Q8JBTpaTt4dh6sEsCMcUS4ce7pDZ1Ueswhr7cfgv9n12SjtL0+4e8jBQHm59nqdg8AJicrub7dEQtlEeRKEqR7x+DoKKklXis+YPG60PAkajDxkOyVLQWHxIkhCZbdH3u1GabpeFzE5oeXeBLRIEQFZTloqbk4I3+Tr9MrAmUlHKYTEYYNiaGMceuA6+usLtCl+YQSDG7nvdyFvNJRC1c43tKW4kRxGnB9iuxiMXlw7Av75RLk/zqtML1K5yfsGfdK8audxib1kPTxEdOkhuMVZPt00V+E9c9WXhaFlzU4Me4Qzvh93eirsRy0bPQTCaTBWy+QzPK7YYVTavK5VnXY6nQTX4Q3uG0YvOugqItMK4YZ0U0r5eUTWZh9vokuc9+k9m3dTgdMqNJlMPIvCtx6PpVirblJJC2Gv6mZjyqCtTYvhL1RQX3PmAVq8DOF2wr2KlD+UTsNyyCcbsSNrB2oXhQL2eZkD+9Evc7jEapm/b9EmAdi0a9f8WqjGkZA++DBWd8HYxZoN9YL2fq04u07wRlWdhvd371fuP1y1fO5zOlXvHLEyebmchRme83bu83vvzpn/P5n/8pbxS++Q//MbE0vvzxH7OswcvrK+cKC2JZmldKVEpbRD3fNsa96+h7fqaixDgVc9BOq1IUUCMQpTJCVO1ojdrSkjJQ3XNIB5K18v72xtUqhSnjv5kgM+hr+l0SXVOhbHOIzZQTRWuLGv9IY8qacqCHqaAAjug7cYA5mdwTFkRPn5957OVqyFT7mP6eSGBu1xooLaWUBkzJbQzVP33TmlpPYkcd8reRevnR4X4l1vMjTTH2PVlcYsfYSEaHCYC3WlPWJ0aj9LRIikcjSnpWoUbGbcV8J/a7PvvsYvCEC5hpZ9hulKXo/SwLcV4oy0nXI1MhSwL49Nwj5qJErLERT2fwwMcde3nVoC+m1sPTa+4rQ8DP7/KrQCnaOxRpSzJMoMaglJU+NTz1w/9sjI/aAvK5leksLVLuaw+W3vgtj5BSYFlWZt+ZLo8j1UGT8KpMBYdSPibqj0YfNb9mkh15stLLUV+RxpmkDITDgyOn46bp+yAeVgBGRvTiYrcmACKGb9ZriCHgnrzXbMSbqSGNaixRGLWq5wHSOEWJL3G8N5Jpk8SUHN5FgiKSzwjYCTvYPfFQBbg7PWvvPZzbLjnM87LyclnFsEgZjm7KMcQbyZhpTIcxMlW05BmP2PJHNMz04D5zDVuygvwDBCKMpeQANsGm4WJQ+8FgDtXPGoDxAC8OSaP6R2dirBedl73v9NEFXhSBalvXkNuHBmP76Oxz8O2nT3z3y1+yrCvb25V5vcvh0kOSUXPWurBUDVLHPPZMVKvUSvWZoI8xQr2lzxw+D/kBhfFgM+sMmhkRLdPeabqGa6u0tnBeneEKJ9lnRmGnefEB+Xk/1AQqKxK+kLQph+bDQ0ya3rkP49oDK87rulAc5lC9PEJUjga0g4meQIhNZ8kpgYNICVgC0x+sDPUsxzAUXaMi6U9Pk2YzgaRW4rAEUx1RFNNdiiW3KUFOM0ZMgRdFjDUs/ZJcoGU9Bh9FXqFEWgXYASDKtPlgfmnQr57LjgEEgQUsJkXLbvJS6q4fcIBB5WCDpcRwjGD+PCLKzwdRrEwODwSlh+RSnyQFPgGJIrQ1WiO7KpimKVh6KUROTDh6wlY5Uml089QM+dg1zS+pv7UjF77keykfsoYoouqEQsT0NTscca+J3mkqU/XRQ4ighRFTsocjdQTXlNpCurEimJVST9J6tZIbQOR7SLqrzBiIUine82FTZKeQ6E6pF8w0qSpFgJOGRy2BDWnY5tySJaIDI3KzgckRFefd6RZMH3oIF4Em8s5YEz4+mAKHcVBSGL2rMCkLsttpRAx6F0VuYaM1SxbJZG0LYxhj+zAkHWUhzGlhtBKU0xkbisetW2eUxj4c4p21JDU0mRBRC1/c+bMIzn2nvlxoTyeqQ7lt2NwYw7nedr5+2bheLjz9u/+Q1z/4PX76i7/iFMZzxlmaO8MzKaLJzKmtK27BoLK9b5RhlNhwVpY1KdJAbZ1ST9kEloeManrgvdOiaRNIBP/hAeTO2Hd+uu/cZuSooiTA0R8H9kwpSi2FsmjDtcPTJDcJS61T+FRRbS0lN9q1ZJ4mxolq9EjJjH1UKRypTtpwDXtIaQ4adkTRRnT4AqX8h6NoyLUtvE6NBKVIn58gpdKMTOat4dpgS9VWn1KkpL2oCXiAJUXg03FgtRU8Y5JJOaBlc1mMw7HbHv4sIUC2rirSkL7f2irU2gRUzr5J4hMffkq+bwmgvFCa4bNTmhKhrCzak0rNnzGTOdbwcYP69HO3yb+br2qSy1wuWH0BhprMHXy6/EPuO8yF6Bv+KU1f94BeBByEZ8LPJmOz6yZvhXbikHR5VMwa/nSGLx244dmA1SrQPMqilKBasbVh49jjIbZNfiIOcd+x5QKEIt2n7intRLQFj07YBl83PIrAnjGJ07OYI27Kig95UzAcW7KpXpom87ed4igKVniQzsHWYHuTAe9UtHPUBtc37OUZiqi08v1yYqlQV2xBAPjsxO2NGOD9htmqM6tU7ITOuFMjtskoTrxPSkqeLEJJRutLgjQF1rOiklvD7huxdWLeiX3C+iTfruUJjztjdyoVu32Wj0G7UGyDlxPWV+b2FZ/od72cifc7FaduN+r3v1Dk5dixt8E4n+m9w29+xekP1hwKmJrVZlxvO3912zjd79TXZ5bLqgLwetPef9+53m58/esvXF+eufwH/5iXf/CHfPlXf8qJ4PLtd5yWBgFzv2PnE7VV2rJSz2cinDF39m1kg3KjXc4s9I/CrHc4nzNx45hCoQln31N+K8PYWFYV+DnZG7c7n9+u3HsC4S0N9/ueDFdj9o1YFwFD6Xvw2AuHQ9OZH5iA6NElb1mOekJDJLE+cu8fh7ebgHozUxnsAtC879oTl0V1QO+SSNcGywIzcCsaKhzhM+4CTlQNa72fRPm39SS2l5FyvCLQb+ocs3bUWFkop/w42sRmMmRKFfPmfheI8/QEtxw2HED+YWBaDazhwykV7cNz6j2cX1IS2uQr9PKCjZEsm46/f4bThbJvikmOIK5vOIPy7e9jxZi3jfL8KU1kT3C/6Xmuq6R0XrDzmbm9YZfXv7Ft9m/nK1LKfgxE83+IMRfhep6CHGyoXi9RHlHEur36v+Fg1fF9ZsqKGjsN3ASEhEvuMHvP5zzre3d2N2obYiPI4jLlAO2D1WFiQSspJcHLSLZU+ryliJvSTJKko7ew7MMQ0AIkAGMyoKZ8pN1gHDkax1c+8FNI0CCBT0sIJ/3r9A81wrLSFvCj6Xky2Eth29OzIgGcB0uObB6DbHbVGN7nZOtTTSLBZWm8XE6sq2o29RFiVCuhxplZA57S92YfAgJaUZwvOdG3UmiBJI8eFIs0o0VgVRp19z1vOkZN6bbzUZOKtTE5rCw0cw/FGxuYOw9OjsufETOZvPfOJOhZnyucA6YXRgR9DmIMvv30wrfffQNhbNcro++KdA7tL6eysDQx5A9W0cGQIbVaR/S8bBskg58meVRt8gKcWVev0hhR0ytkdKe28jhLqldKNeqysuydzeWnsowE+aywtMaYnVto+FfTm7Md4Hvet0tTPO/sHa+NfQ9utvJ1S3+oZaGtSqM5wlHMLJ9bPRdEEFkjm+laHzK3iQCQfMySDQJ5oR9DAvPISRQU2uPoOPb0Uj6GlhqfWP5ArYl2sMICZNhbkw2s3n4kO70d7MqaPUD2Cn5404TYUA6ZBFQFTuYacYJbH7mOlAg28gwNV0y3WwKlLEgxUSRt+xmvf8N0HlQIzZlShJxMLBmf1xQ/rAM9/Uk8kka8CXyZCZQgKjiRDBDTn20p2fybrDeODSsaMSbeHt8OEYrsIjhkE0lJ4SGmIpKFosLnMJZ1R+g5RcSCZsxRROk8CiUrUIKGvqecZHRlxR/N4hFP+2hma6UlPa0tZ+TTcmjRBEIFaZiEyQS2aRrmY5fswFISEor4Y1HhFRMVCj6JuRBt4tHxyKb98GTJaGEN+OVfEjOwZUm9HVgzkbL6LgDGDaoexrHf8HoGSqbJmHY7XOlDpeAxAWfODafiFtipPuixHkFZz6wT+rhznwb7YGlOaRfYd2iV6cavto5xoy9nphV+z4JLbZxOF+Z+ZV8KfdxZ/94f8fyHv+D9h89c//QveX155vJ8wcKY26B2KOuJ2haWosNxtsIslRKFue3yytk6PmayFAzvg3Z21rVQl1VSnZiMouL5RJE5lBWWeuH8+gvuMal18MvTwvjpK/PLWzbgwoo1Khb4NEKTgvKQvnge4XmvIPWQOlWkMcxYX7QBHrQ60rckKHlLXPfGj3UlUNMsmSUxEojJ6UkkWwwE9uTXUxyL9vhPkuolMFJ1QBwgXsQ49mEVD2kqaI/nTpNTS12jYiITELGiprcc78XyYFVRcni1UMCmKOfh0n+G1ZxSOEccdpRV173qe45mQQStiQ+nzWSutAOEHVDOunTD1SxE7kUlJ8+lMO9fVXCU3/GYyz5F0feS8aZF8bn3r3B+hVopL98Rc8dt6EzoLur+8xPx/hOxPmHXXQ1Wq5TXZ9iHWA4Y2KQ8vRDtRC2VWSBOTWwUq/iek692aOU71p6hZOrUJmYUaQbOZVVhVAokS49yxAU7c++KNnaDlxPeq4wqS9dz0JAsszm2B+XlScwTn3BKCeaSk3s0VbWn0yOBrXz6XtIDL0oImoO4PEtKNkcaGjeljRSTaWzKLKyuxPqNmCGvnwQ8ObDtzNuUEWyB2G7w9Ax0yjSsBbY8wza1tJ+fxRpwg5cXDr0zbYVbIeIqhsN0Cg1K0O9XvL4IUDgtlKhqrplw34m1KqmsNcb1CxaV6MB5ge2Gn854d+zlwoLhtzt9OWP7nWU65ekTfH2DVXTjH378QiwL/XzCi/G9GZfWWM9n/NrYW6P7F9Y/+nd4+oe/z/VXP3D953/Cy/e/4PzpVUDqbScW196/LCzIqNLXhVlfsSjMPff+fVehObQP+tZpYxJLpa4nqA33yTCB5qeAJT1S2umZ8/e/zzY6xTq/WBfmX/4K/4tfSc7rSW9KpkvMj0ahtGR/mPYxmZrWPNclJ45SZd4ajvfxKOIfch3fNex5pKuNfKY7UMQW23eZtUZg+13yxVYh7BFhfMQwS99+189uy4cUKYrYUjE45HKOafI6Oo8Uq0wWin2T3M83RTTfZPiqVBfFN3sMzBuc0qh123QGJgPEs0nU9D87mlKI+03v/bTC+aKa8vYO55OAGHJoUSQLivUsJtsE23bK3on1DGtNOc8gXr4l9qGAgKczNhvhQ+DoywveVsYPvyZsUNrvurFsshAsHlL0mFMzzDnEzqgrZU6ma/odPsSoOCTuyQpxS5nbUUd4gCkBZXZ5zxGuBjX3QiBrnMmRMhWWTI04xuKSvGi/1/daLRR3WltyUGlZokvmFQGLhaQt+V7q0dB7sg445O6k2askdYcviuXESoAMAohz2OkHi1g0tGSJlWS0yNnOHZbpOd2XdISH9P7wlDkGSvYYNqke1PDYkaRGgLESMgFelsLltLK0IkmtpdwmuQVHLy3wiPT6CFpNpsvBViZRIvvwkaklWSkcXxKP50VNrYC3NRN+PqTq+toZuueR98NJw+45aW3JGlqAbNTCcj7jHtzud+69P5gNhDxnqokNXRN88Fb59pff8fLNJ0bv3K9XfHQNRU09pWGKcQiVgPtw1np4tajeNk+z29C96iPoydpvTQCHuwaIYzrbnMx9JyiUdaEQtHJABw40ajOWdWFsITBoBusiqVkxBXa09LTBlGI7nYf1QlkqpwRwWhELaD2tnMeJy23jOtVvhk/JS13PVytF6Um7fIsELB5UixzGunoTQ0lUBPQ56HMmkwSxk3CMBIWKPYgMZhWrxsL8qDVCAFkllHBEJAvMsPQACkfJaaahzyT9SS171CpARMOuZMMfQ5B5yALlA2l8yMXmOFQvQ71NAjEaaGR2Z7VMArKUAxbtFRzGtv/6189nolhLqYpxaBzNTJONB3q3k/w/Tf4sdWajCxgpR0HgPIR4BNRF9MmSCQ8JflhbYUypImbH2yojv1ZS86iEnJJNOy7Kn34+UHMjcJlTBUUmU9PxuSegISQytjcezqc+1bSVoISpz21renhGfvYqfbEViDRuO2BpsjWsJalamsYERWwTs3QAzkbdS1ISwWkZceVp4oUiQR8as5zSzA2ziyQkPghr6SAup/GDD2azy/S2mqRFUxTVI57O0uSJ0pgMbWzTcDZGOcGtazNYFoiW6qupKa2J/kwePPd9sIwgUtZvpkP1Yo2bB/f7xlwby5D+tS2NaJW7T/7i/Y337ly/NvbvvuXvf7tiDSX/hGF//w/4xb//79D74Nf/9E9Yto3z8wmOI6w4da3yBEAMn9oqpVXcJuN8xovh966msC4s6YrdSiN653afxJJag3XBF8X1UY3aCus33/G//E//d/zDf/sf837/yj/7s3/OD19/4P2/+C9zUpjHlEcCT46PyQxjMaO1lqir6GbhU317EzPKIgvng2ZNSn6wXBeGMmAtUdYDlDs0sbnoD+CiVOyA+tGOpknGwaQZCfomcySGDD8f3iQuJkv5rZ+dGkRh3Caa7S6/huIHeNolqTAh6NSSEqf1Q1bmU9O/ApiLGr53vE9KE2CFebJOVyI82ecp/wkd6hYqfpnyllBs3qKmYCZ7rjaMkUWgJasADB14DEW1ixmTgKgPyvrymEj8Lr/sSd4EZRRiaqpnayGeX3Q9905cb9AK1hJomUiqsF0p7UXmg63B1on9RkyjzKGmansDLlIq1pbGrK/4ftd+dL0ST9/g9536+qRGqzZN7dsJ5kbsGzFXuE7FIi6hxioU9U5biCj4PmUUfklQiEF8/hVhC1jDthuwYqVSumN9Ul6fNCmZE+u7Ep7evmLllJ4pTd+LaK02dKBTl/TgucGyUM6iJXMbRL/j52d9Xc/mempQQL/qmWwL8flOqTLDHE1JDvSfiE+/1FGz3/QeLycVdI7OzWhwfQcWASpv72LktBV2eVBwPml9Lk9KUYnA2wJ+ZfBKvN0p2416ucjQ9lyhHqa+Beor0QIfg94ns07s7QplUk4b3ILl6ZntPuif34llocUdtkELg/XE1gt//ad/yXXv3J7P/Nt/+Pv8wfffUgp0nwwP6r/7j/jmP/oP6PvOD3/8T2n7xun5KSnfRthU0lrVDmylUNdV6SEMxsszcTP8tuH3yXx+YTlVgS1Vz+TtesXaXT4hpxO+Nop1WDUpXr//jv/gP/3f8+//g3/E5+sbf/z5r/nxx19x+792zNK4l9D9U5aoDGirjBiXulLGELDQBVpHgK1N7CrvD5Bd0/zforlHqF8s6d+SiRTlMPmPw3NBz7xtGyy53kp9NLZWD8ZjpDEr2ku9aw17pOTa9fydUuaT+z1jpM8XlBlw3zTQOZ/FBvEQKFqLPPHuO7Yuku2sF7hvYq2NnThd0qMisOcLvN2JbYfLKQ3A9TZsOafcCeK+QZFPi/Uh6dTLGW43eH/HLShPz8TljJ2edCaczvLKyqFJzElpLraWGbzdVM+cL2JrlYrtG+W7X4LPh7zid/YVwRjy/su2heAImSiaMqdkrGTsbKsLY3Q17K4IXA3eIr0Vj3Y+GQgH/z8lE9bF4mWGniMDrNIqMqE1NWAHHBA0yQwdanSxkCEBFNU/YZH7hX5PAdwqW0YAqzFTlKuHM3yKoZD/rRzSACsC0OEj1e8AEkLuKzM1ONOdiE6Jls2+ZSSv1urBgJmhPbTWosI5pT7YR0oNGM0+WCEayWrSXwh66H+1FZ5r5bSIkXek7vQHm0hAgjAS1co1rRmGT5o1mpli2TPRpWYze9SYmqnaY4B3CAPkU2JZL0U20slKMD0bIyU6RwJRSxbdfKBVnuAUjJRP1kX73Nx3+j6Y4bSi/b6kX5qYLsGI4HRa+e4X33J6euKnX/2aL5+/8r4PJemYAKmIYNvnIXzI5lvfn1oGnMPAWNKcbYyUmBlrUcxxDwErtTUsglOE2KSFrLs/jFTLwSRKpoZPZxYnakrnS6FlemdP8gAOHQFkc06lKbUjHVZ9ztJOLMtKq4223bmNye5gc8qEN5kXFsi8lUOCo2dJwIF68QOgm8nugDSDNsl18EnUkkyhgxklD5eCgKD528BZJOhhAuYeKUfpt6Lz+lg7CXK6pKqSg+prdY9y/QKWIKMVe7BTSAWB9hF7fG2pVWlxpj4uSDAlJX7ZttEjgTM71tj/1CDK0RmPbMoJ5DeS4q0IrJ4ev1oUoDywj2n7UNwdmPq4NJYhJQLiEo3HjdHPEcr4kD5UIWZR0jgN16T/2HUkCNPXk5tRTKKs0t36VOGcOK77nvRWmZIm9q4GnzRbWhe0TCX9eXz+kpKQjHKLSLQu37/PkZNvy89B3mj9N318w+fAoudzPPEDICwtr0eFnGBGsg6sVsa44ybpTjtkGFg2wwNyUmuPQ8STFTNEyXW5U5VSVAS1BFJOK0zR33otVB8yTiQw3xNM02OGG9F3RkkmRIF1bYqmM8G8rRgXjOu40seF6W+sdVGUFzKS3a3yQ98YNvH7YP/6zi/nwL5eee837uV73t/fuf30BbYrp9bUBBkYTl3PSr6pC1hhmtF8pn62UkwbqC/ovTUjWqOdGuv5GWKyXzdG3yUTiFBk4m1na1WU+PWdbQU+rbTLEy9fLvzX/9Wf8JufvmKp5zM08Tiu9ZhDz0WTHKGYUmFoB/hz5NYfYMdhypQRxbkRxQEMajXmfQ6gJ11O05GIXe+hphzID4ZIggOJ2stkdXlo84n0DTo4osfGGkPTlOO5DpdBVMycany816iG2fJImmImvBMqDuSjkoixRqkpsViY902faQ41FWNLkK8J7AGp0uqif69NDWqQdHHLj5gg6hxqHLzg1rU5lqKlWQUIF/MHpS+yITEkOYs+iHmX/OznbpJ/R1/ldlMTNN+VqhE73EPJOOa6H5+eYZCG4p5TQxM7hIJf32UUOaeScebQBCLgITl7+wqfvtFZMrv8ieZOrGr8OZ+1h7ciRiPaO9kScFjR17dT+kSYpAwvr/h2117fJnESZZP5LvB9OUNvMG5qFr65aIp9NsrzdxTf4a5nrjydMXM4n4hRH+B/VgDyZ6hIErQAsShpqhQ1qyOIfZMStxZs34nrGzGr9lw0oODphdjUhMbc8Pc3GR67w2klfvqKP8lHrK4nwoaG8uOK/AguYhxcqiaDGiPJuX4RmGndYa2w37HlmbhvtOWU7EQx0Dxmgs7vBDdiqxRzgQDcYTrDwIex7K7IxdOTjDnHpIZzOq/cv17ZT0/4Tz9SlxPmjXrfgc5YVz6/XRUx+OlOt5/43if89M7b169sv/ie5ctn7j9+husb62Xl4cmDUy/PtKRKUyqzGG0MTffqQuk9934ZtlIhloV6WlifZRZs7xszwSUjiOsNt429Vnh6Ik5f2ZeA1zP2uvLCO3/8n/1n/PSrH7EsZo+K/PAw6670HZmNA+uqOmppD2avjy0LayCmmLU1TWZb09Tfk9FrOShC+7TivbXfuZXHEMtOug4ydTVsTrw1yWX6kNxoPWtqO9Ir6kj6C8t6LWRA/Fs1nLkrsWdsYI6vF44UBnW4VYa0VvScH8a1pwvsG9EC85FpLmnker7gX67ah0fHfMH3q/bhZUnvAXQ9Lhdsu+HrKeOSxbbxtQk0TI8Wu99Vp1IVlZ6yKYKUJiWgUiv0SZwv6EzNoUt34vqVclo+5g+/o6+KImh9yjCyLSs2lGwCUzXksghoG5J2zS7D6hpIshnpUZK1qpOS/HDmSDAxkIRtTrIDhSqWxEBTczXORcTYUjXnsWx1fGLmlLZQUfBDLZYSAH0Wh0dDX0iAAv3uWtQYjoA+lApT4MFM8EPWaQb+YWAbloayWTvUAi3KAwgQINPxUj68V6QrEjMiZjaHQZmVaEFrLQdxKTeYkly4yRODEHAypjPyn9Od1YxlWSR9bQqasGqsHnSf7GOCBYupwbUp+UxthRZGHxn5bEFpllZ6uvYBua+pdmu1PLw9UsdKmHaLWoxxgCoz0JGm/6ulwphMg1ob1UwSr+mZWlmSpS92kdSxqs1GF5inwacYgudFbLh9c64ukOP59Ru+/f4XtFb5+uUrv/nhJ+7bxpiDiSKcxZ6AtSaQlX2Enr/jzYsp0Y4eK0HC6YP7view4TkEDWot2GkROy9raclWMsEmcaJSGq0M3adS5PNTXB46a2O6wZhsR8rO4YWDDFivezIeA1qp1KXSFliTGcjtxnXb2QkmRSzvKLl20gMkAQxIormlyp6QdCn7xoxsSTAjfU3dDvuYtAVIVlEypoyDSa8EXPXAYt5A9j8lwQ4rAhxn4BklXkokPpdjaXciVQG4J2SgtevH82q5p4hKlsMAy74p/92Mmb6nSxNjOMJxT1JDpIQr/Vt+JhHl30DOY2nKtJRsEJPeeVD0a0mZz9F8ZWNXiqh5OZkTK2PmhiSuqxHJPnExSdxzep0aRYp0t/MwbHWwppsSeZEPKm2ifEczFaDG0VMuQCGGqUi0gLJIG+ybNsoDuQ7kfbKoaCxkk5nouwXK3QZqWUSvy+bZw7WZ1CxgwyV5mZp+FIoyVErBGblY8/eCCq40w1Q6cagZSe5ZFFGVHKQvzt/tI6VUpWWs1A6x5m3OyaxPrJ6JEdK6s4halwBAsSq/AIzwnYic0IYgJmylmhNlV/FVagrhtDnU5YRcnIf8cnIa3Lzz1J64zc6MzmgL1V0eKn3gixFsbJ++5advnjmtK/PaIa68z8b+lz/y06/eKNX59HymPl2oNe+nu0yTlsIoYlIME3DViqIyp+nvYlUTFFYZ+06fzsUq58uZ+umZwpMKOozZJbvyUohm3K93/sn/+Z/wr/5f/wNR7vzmy2/4J//1f8ftftdGOmce1Fp9czh9dFpptJSIhXkuTktgLvWYCYIUIk36ZoIxmeSQ60MgyOAgCdrhtUP5kOoEArBmx8h7nmyx8C2BngOcCf3cgzqrXUsHgJUH6PJA0GkZ1Zdr1BP0S/qjGK4yic0so1x1uh8xI4kw8zGl0PS2yNyzHOs//XzGSAPDDqkdleYy956Um7n7Q/Jkh2wPcKZi3mKCK766NBmeRT0TDLxvMps0XcOYdzUFvlKW+qFw+l19lZP26MtZ0+Ia2FrlK1OavAfuXWCaGe5pOHlZsLGrfHp6EkOEXeD6fdOzxQ6Xi8CO0xl8I5Yz+KJm53SC05m4bxi7msDTJ00sAsXezplnT8hb5Li/BeL5CZDhJTMN6PY3olZiecbWAts7EXf5AQFsgc2gXi4U31UQnxeIIs8pH3moD6xc4Lzq9+87MXaFoD2tAg3HBusZ3+7YgDgv+OWcDIBBXK+SRp1OxJ7r8naF/SYfDgfWJ71fgLLg14G3AfUkA21M7Kp9wvMF+p3oX2B9hahYiKkYtcLyrLV9v2FnGfqyIHr2aYXbRow7ziCsUpcnZi0UXyXvqUMSi3WF5Yzv73B9o7YX6ukJix0bN+x9J86fiPlO6TdOv/iWbbuzn0VHjujEy7fyowgnfLD/4vf5/OmZ9Xxm3gcxv3Idhf6nv+LzX32hLPD66Yn2/CJsOSn11Qxao2vcyygVq42lNnm0WGWUQlyeMFey17jf6WNwKZXz04X67ULhRcMFk8TTp8sMshrb+41/8n/5f/Iv/6t/QXDjh1//Ff/F/+P/zf39qq1z9GzmtJ9Pd3rfsPOZZV0fUZFqjrIGSmNNxbRn5Dpo7VgoMriULFxRLPbByjCSbTfw1gTayRFQk7muGG07knmmPF7AxELq+X6nGCqHX8Ihr7bSBPZk/Hw6sEvKEzN/xqYz5UhVHAHLKuZXqbrHhzxzOUk+Uw3GXUlTgN1v8im6vhHJRlSyVMB2pzw9EfudyOjZKFWA/C2jkVv+7mKSaN3u8PKs3zuyHp1dZ+aoWHsm+sBfPsG+47cbtVxwK5gNYr9q718/qf77G9tk/5a+cjYJJhnaHOhMz8FmspoPoDAC3fvRsylRXTMRaIFVTaORAeUAijvLaWVEyKvA1TxuM1iqU0ujnsTqc1JqEiPZ2xlvWz4aQ5nVSnLQzJDFoXw2xO46IoAVElFKeaTumAcJ/QFwRClXjsRKw4vWtyFT0HIw7j0ezCVrlb13ZpeU2xaj5lx3mtgA7kpJkacJ8pdLSMVCzAWPQ8qhhq8kKDRdDJ7NJWE5L42lpXfY4RWZ87wJbDh3V103cBZU09VaaC2Z8Dawqam/wlLr45wND61fA6slr18I+A6oRYPAPQdkBbJJ/WB+CJRSTyA/C2daEwvFUJIPKWGZzvRJXRp1WZLlIllIq5W2FA3z0uDUCeYcWGl8+vYbvvnuW9yd3/z6B3744Qe+3Df6cM6nhW/XyilB2JLMj63v3Luk9zO0PyvoY6YpviTnk+C67/x03XHg3IxzLJQVvDRaU+/VXTHAjZS7JFBuER+CDCa1pJ9bxCNRJq2uKKFEHqVYC/xyn+xzMmImYygo+87TeaWmh83lLJBo6zJUL1YSBI0Ec4wZngAhD08R0leL9A2xAl4tbT6VrpPkGu3P7jmMJw3YYc6uVBtLmYxPRS1DAhbJLIs8cdJbyCM9I82lGEgmvK5Vzdpf7//wdokQA+aR6PNgbWqoZcZj4OAehCs+/fBRqWjNPmSKROIIItr+3L3/38BY1oXulxWzlo2iELuo8dFAef8AUDAVBFNxeY+EjFLFlIjQJpt64jg2r9yQIo5qQR/oSOdQs6OpI2lawwxNRWfe/TI+pj195EUUwhmeciILiC7gplY1et4p7STgpJ1UQB9FhOt32zGBJ3XGKeWw+EByj2x1EEo96Zp6dkVLBZ4Uo4wyLAVDLBzFph2SC9fnsPlBTSdkDkreg9AGZCUPmZjJyki/iGSN+DRgVRrJgZ6bnNSFWy3SZR7SobynQSfmBlz0c3yATayctfBKwaJS2DIVR4uYNJC1WaFNWgQnq1z7zuBKOT1R55QPzu6EF3rv/Hi/0j49cf63/oD5q1d++K//W/jxM+fThZfnV+x8kolfTuHME7V1Y7k0yb8Qkt3mYJ+T3Yzdgo5RS6O0QtSV/Xqn9o3n/sxpbdR1gVhwgx6TMXZqW2hTi/Dzr/8lf/GbP2Mfg1/9+CP/7Ne/Yia7QmyQlNeYjHtHFJZWaLUmFTqLVQ+OCE3pT7W5VrOPiWCCDBwoKYePiJ5brOIzgRgQsGlC/fFIummyUJJh8mBEJSE0DrTVj0O6qVgqCa4w8n1UAWOO7m1NHXki+lYXjJn6/GRnNa3fmI5HT8NYSW8CiGpZWC/alOtJE0dDDaapGWJuHz4DabJIPqcxNigr4Z1HwkJ35vWL9o1awNTQugf18gIOc2y5D8ls1JOyTF3waYmgu4rBtv7cbfLv5MtWJ+43LC5YPSM04GMvs5sT2yRqAmTTBQTfOsEGyxO2ZbO2niX9MTWHpYjd6B5qsNqqCNf7PSNIZcBta8G8wvkkOvL9HX960nN5n1CGQIi1YzvEchLL67rLa2h3qGKFRVQYFfyNmJJI2LJQrhv28kqNjfL8Ilr5umInMaNE/UxG5hySF7w2mWf2yMldxVbDt0G0oljl2UXtHnfK/KTzMIJYZNJZ2lmyHBNzLJZFLIK+SVY45ech4CnwdiFswl3GnVYnRsWfZAxen87a86vkcr7PNLB9hrdrNrUO+y0ZaU1U9jRhrMsnvA7cQk3t1iWP8gIMSZiWFRhUB06v2P1KWdSgx2zwfNaZOQu0nWXfiAJ3jHG9U86NuneZ8r7fsTbw7c6X6zvLd69c/hf/kPH9Cz9c3+DXv2Z9/Y6Xb77BLk9iFSxN/jSjs08ZBi7LqimvKymkdYHkuxl7BN2DtqxqTsrCeL9R73eevnllXRfqumBtzejWydg3yrLScOidz+Of8Zd//Sf0fefXf/XX/Mmf/ZmARNJEsyUIZ4V5fWcuWdhaesJpsqJhUEYrk1N7K1UF9MGyCxMwECFpTa0CGkm5TxVLRWbbGQ8fKjyjGGVdkxEiDxMidM+mGEK/RYzWt41N5qxF/i/ys8vI5JpJfxQxUtYzsWtPtiEzeWYnxk1n1ZhiYbWKb51SPdd7TdlYkZny2OFyVl12uYih6BPb7vp8pxN2v+p9m0kqdHnGkp0W4y7Ade/62r5p4vmrv9I1rkb79hf4+xvhHfv9PxKz5/5OfX6Ctzfi5ZOMjIsRq4BMi0bdb0QM7PLyN7vZ/i171SJ/CJrkAzk9FKAxg0KnLIqxj2xGZkogzKqk48kQ2PcpsGJJr58iL7XDy63WxmwuMC6UeGUPKYFKoRnzEWnain14WJAljtmDqe4RjKxhS2RAgsFMDxEeE/k4utp8JVsmf5bYtwJlVDrl8Db9I8zSSyO7KasCATQs7frajJhdliZ2zYwEcyKXrdhkPjtR10xCOvxWVF/O3hmj0l3GsYrYNc5LZVkqpWpvqzzmmvSpNBjCuDQNcLs7+wiWUqjWGIflW5ggjAjKzIY2vVIie4RSjOVg4Ec20u5ML5LJHQNBjrqVlHqkNKpUFkp6WdoDMBs+UgOgAXcfk713XlYxO6rp967rQpjuTbGUAk3j3if7GJzWle9/7zueP72ybZ1f//oHfv3lndF3LuvC01JzSAptqZm8abm1Br13xrI/UmJAiTyj7+xj8Lbt/OqnL/x424jSeLmceX2qvNbgqRYxg7qA57VoYLDUQq2W7AnZPJQE+gQ2hYyQDZZSKPaR8qmLLjbS8EnEwMfEp9Nbo1RYYxV7CoEGmXGJFdj9I1FTkioNHSIBMK0XPRfFNPAePtVfRRyPP4G8bMTSFyvtSI2qoOGElVRj5Ij3sP9IRMOQNGekVEdAocC+EpEpVRoW/49klAm8lGVRUC6SVs/H4CFtOlLec4A7WPq+5GzAjvVsjnuVrCnX8QGZCGcIilXqz5ye/vyI43CspNs7Aw6jFl2JBBVcf898eCEolrgmQJKgSPodqInzB607YkJZ9J/qAYygAzRpTUFqFUM3TBF8WbxETcNTpBsOk/62ZUGSF2lGTuprekaUXOA+aUU0QFsuubd/NJtHjJ8fU3z0/tynBugpiajkphiZmhNowu01C1YBMmY1ke1TTrtlasf80HtaWzAPRhgRPZktVSa7BmYbtSyYuZrYbErpm9gry0LEnjrrE4/kl2pYCEBhHklFOXXyew4fVsJvBA23Ez0yGraEmt3MKlUMb6WVE60UCgZzBxaIkZO2hRKNJTYuS2UPSyaNNo3aqtju1xtftsl+n4y3DZudz0tlWQq/eDrzR7/3e7w+PTHePlNKsFhhZ+X9vuEYp96TMgplSka2zWCbk+sIrj7kG2SFOQfbEDCwvu2cmqiDiskIGTEhimZNpsUBjm1j8tO28TYG0Sry8wo89geDShrM1BImVbGk/XtY5psfjKhMp4qHCewgfVkfjA39/ZGAowM9ckpEeK5NS6Ayd44shA9/lCNyDnI/SSAuUn4XJaUSCSjoFCRRdEWomjs+drxkZF4LgRlksdDkLSTDwbMaAiQ9MDOirEnnnrm5DV2z3Lzx4znszIBSCyWfa8+JAHMHE/jicdc6jmS1pH/RQfmjK6bbFjUuPruaPXcxVWzBlpoNCXAcKN6JKCr8f4dfYvysmkBb0uRrld/SpRJ27Lsm9tO4qWE6PUGcdE1tqOGpjQOYC9/xssqHJ6OOmQJTolUojqHzhNaI6czFiFaYa3ohtFN6Z1WBOOHETbRn379KShAL/gLGStxvio9tRZKXNuW71e+YnWglqJdPGYx1AO0JLPf+kJBCiNlxv2JPzzL1nIaklAI34+09Qe2OW8NOFx3uMz2AHHh5yfWqhKh4v2rJnSr2LE+eWM/E21fojj+ddaYhn5/iZJT0DfaQDOjtJzhf4NM3xPVNjcrTt9g2iKeLKO5s2JjQG3H/CmuDp2/g/UfMJqW8MPcbsxawV+J0gvcr8WnB+k3T/S5ZoFGptWG4pHv9HfyClT190Z6wdma5X4la2MudURrt0qgR1LUw25n+6x/Zb5391pmfr3C/8SUUQfrd08qnP/wDXl5fGV9+kAt/rfRSeX+/4cB6vyftObCu4cE+gr0Pbn1w63sOLCp+39i79qD1+QtLhXY6pZxGiQqR07SGhjdRGtOdrU++vF95v9+Ta5fP3TWjdEmzx2MyTCiFRyPH3K4jTdhFFT9MZymV2DYxVrKBtaOg7/IYs0Ws1DATGzDrBUnYBJ7b7AIzzCQjgg8JXbEHo5WS+vhk4pGJKLaePvZ+1PyEFWzs+L4LtLCKLUHsCZ7c79jzChTi+o6dk9XZ9LMLEOsFtk3GsouJzVIr7ENgSaav6Rk3me/2rrXTsma53xJsnfj+Jc1pwe934vkFnlZsSCY8tk0JPudnyaPeb/DNN8Te8SzF7OkicP7Y+08n4v1ddc/1+jezyf4tfanR09ldquFDj+IhuZCPSKjpQpLZVoIanaDQY6rp70PT7DynyWlzBCl3UD2z1MI+NAicPjCCpVWloSEcsmTfcfBFSsolJHUP9R3hAstTSqThbG7lcQiRD9+EBIji8H7LPT4AxDY5hp2BK/FxDrAjxrikYWlO9zXDYvjkoRey/Pdpv8V2T98Qz0SqlDf0MZg+5bHRZCuwjU6f0GMwIlhr47w02iFZsvowJx3ubMNTZqTatZlR65p9nGrTgrMmOuXuzGQmy94pB+TkQDKOYZ/Aplqy7yvyoonsyUrJYfQxoDPnERqQ+9/Rx6kdNHof7CG/HObOGNpPaymclsbSlgTJF5ZacZ9MD3aghP79kMEu64lP337D+enCb/76N9y/fOZiQT01zs1Y10pxp7unpGgBgjEGsw+wwf1mbMUEVvhkAvcx+fx+4+2+s/fBeVl4WReezyunRYyYe4S8osK41MLlvLIuKWumPFQJeGBWmWNiJTitAiHHGMIL3AWMe9BH13PpinO+986YTjVYAtZS8L7RI2RTmV1uWRaWULJbVH4LXBB4EDNr4yJvnoih1CHQYGrq7KhmGna6ki4VEmE5fDWF7h79iSkNC4MjeKYALQ17wz0leMfKO/xPwCjMOH6uCAUkKDNcUp+H2Xiee4zJ4NgLdB5GiF300PBl318zeUjEFIH1Jd/zkXh1ML70yVQn/JzXz5fzsKjhW2r+Wb4jlgaSkdPx8Mrh00CmlShOmJx0HVG/QsBUnMAhScB7Tmvyxux5yFrBi2h5QcFipHdIyd9nok97STmLJtIUiBkye+rZHBahpaKupUzApdezZZXgrhyfKSlCx01013+3An5PtE3o32HuNhKJPYxDJX3KyROi39VShahZTfaBkL7wkRt7SbBi4ojFECOgNhyTvr9UjnyTMdNXAIE2lEUbxGHsWYzoN22WFCXHhBN+p9QLstlpfBiyGFaNwhkfV/11LhgbgVXFh0Y0rBVRo+JoghFgE1OFVjmYQ2ILnFqjjKmDoUM5P4s5VIvMRefk/afP/JXvLG3h6z6obeXp+284/8f/HvX9xv3/8xNrIqTbGNyTubDTGIliTw/26VzduXuwmXHdb8yyPA7/2e9Czv2dQqUkEFHWnH7NI0UpN5GUsLlBnx2Pgs0GJArvKkwjc+ttbUwWik/F1pFa15kx1aUI2U10PMKT/RMf0+E80MhiUaBcJKBSHiCJDAD9w//GqkCcQ+N+oC5mD/AmEtS0IUr0QecrRFK9k+mVFG0L/Vw1rkqLKK1SMoYyUUU9LPWsQ7Qs+rzrooau1LTPyWQVkxbyKCikL3COtCm5uH9cnxKpOc2ZB9GU/jBuWlNLodgFc1GKvV3yUBJdMcywSNPRGWAyVdQ13B6+K6VUSeTKv8E2+XfxVc4Y6c9BVRMUABlNb5EsJBQ5XCrUi76mXtIfwTGTLCtaI/Y75ibMfXSBvdsVa+c0hGz4ly8CUZaClSfJlSsymqUStmBzS/Dsls/pCc5OvF/hcspa0ImfvorN0hpueYbtVznVbxulLJRvnkRLb43Y5QUUVcUh943oG2V9glMjvn6WEeXa1PTtu9ZT6s7j+oZbk9fJeQEKbFDmXRIiH0qFqgW2oWd/v6W5semabHd8vYjVclPiUFgjyshIgV1nZQ2Yet7NC6wXbL0Q7++wnrBq+JefBAqeVny2TE/a4bxg52e8LPJ9aVX+WPsAzoz7F0aF2CvlZNj1DZ6+ERlpPWGzKiZxbjLzdIPzqwC3cco0JSPertjTyinP2HF/Y2zJ+FkHZTj+9Ybbmfe//jV/3e+0ZeH96506Ck+//J7z/+o/pL1d2f6bH1hCQMR237nPQUSlL5UxBvu2M8dkjM62D7Z9sAfcP//EbCdslQmvv33FR0D8gK2VMjQUqC8v2vtTTiOAWs01fWe2yrzfVbJU+WbYdBmyt4DRmVaolxVvDe9dE8/pkprNQURP9mk8GLMxXekf08UKOcCZGdja1EESRPeUzCQjsKjYtJmeCfsU27WArWvKjRRvL3aQ5GhiwCwCI2uCyJmgwL5JsuW6DrY0yWVKfSTwRFHUd1lW/L7J+2cMqCtRX+Rr1E4ysT8/EbebKv9WKGXB942omfAzlJgU7QyhRJ9jr2bJ/Tfrxsj0Q0wmwLHv8NOPTHNsXShFvh0xB/70LXjH5g42iaVo39l3YkjWFuECmvpVQO+2KeFoiGX8u/ySX5jOTfNJySa2mM7oiCnw+8HuVsM1H6ADyTBSKHFpkkYIeNDEuS0axkQpLAZmRVG194x3LYWe3nqSzpAUfz7KGo6BkHqEcngp/laCT6QZpx9zofStiAR/jtcxiK0pk4+Ucej77DFhj5BUpiQAMz2lPy4JcCuFnkOuGOobfAZz9nxPikT2BC0iQuCJeZ4jxr2LxdinM1PycGmV07pIIl4E9NaUWsxQRHFP+eBSK2uptJos5TDVaUXZKO/7YJpR0zBVsouQJCqb9ZLMA6ti89TDEzJZQi1944rJ9wUgMGYIYIdgzsP7pTJdzIsZzn1M7n2mUXYVcNKgUikFzkultnKQrRkY24A+J7XBQjKcQ4yWelp4/e57lmXh/v7GuL6z5OB994V+v+OhAI5uh4Gu03tn3weBc1nvtGLsw7n1ye7GPiRdXAy+f1r45esTT2tKNZMpM2bwdhcb7rwsrK1mshWP2lWhDAkEUhi9s7YiIMMH27Zz64M+Bn3Ke2VGYXd5sfj043GmmfHaBxVj2yetFs7ns1Kk8HwmOr07rUkqNIYS2o7nv+SbK2YJluruyeIiAUoCLxo6y0NQ6yM5BQJYo/AwEi5amAXAaqbx5PpM0BHIfuJQO6SkKAQGRi3y6zKxk0pIqTB+i/1ea4GRKhNLRnzuPzK2PeR99tiH1DtNRn5/O+xH8m0fHi4yAY6ftUf+/O4gpg5lENBxNFaWFP8gfQwcig5CoZMJtKQUIA791aIGiikJTkyU7BBHlzgJL9nwRLIzPAtgJYAIhMkxubsYKSan61J0k2Y4PmReKYlCI+aQT0JuBBWZ0pWW+FhSQWWYpLjUD7mGTCclaT8mSyMBl0TXjqYxfVqsnbRhF8AKlZ1iakisqvl1TBSZTAai5gMByKWpJwhcGFNmoQMZ9xUObVpXYoqL9k1puieeXhlLxYZTozCPeNlyfiB5x6GoDzfTmE4opsfO3A2rnto1MQ1oYv04irvSBC1XWGm5njp2aPKLWDKtBu6NbXecN07rhVJCiQDZ4N53bbDv9xtM+OE3P/Ev/m//Oc/eeX068/R6wR323dmKAINxvfJlH7z5zoaxudOpTEP0TiD6FVueDuantLlTHiStymWefs9EHMlhrBjsyA8ijg3A5CVwpFWVPJ0DSREcMGPvd2Y3am0UyyKiJjsFFA/tIVVbov1yQddhF+5id8RIqYu09Id29gGKJHCHJWgm8ayeIQs0U000HDUGkSwWT3QmwjLrnUehIG+emlKzmUyQ+ZhgPhIdoqZGcWjSgEFp2MjGeWT8GwHWsLkjfyOt6XqgzOGpudRk10MkvkiJkk9p+8PE1AqfMNKzqAncK+ZieY2gxK4GwtC0o1VJkZKV5ftOOT095BTkFCXGlgyV+bO3yb+LL7vfNTWeDvd7GrtmCslQyllpC8GA0wvRr4TvhDft/ff0O0gKM6cFqMRtg/ddIG89ZcJvMFOmSWt5Hxx7f2NennV/9jveBVDqdOxwyrSW2waXC3GRft/ffoRvv5UR7NK0Z01TuocXyThfnkWYJCRxOS0C5NvRgHZJgk4N7zcoQxKZAayGv111Js5JvLzoeacSY6OcLwKSI7DnBbt9xtoLbo1yWdUQl6IG834HWyjLKgnFkqbH+5WyFuZ6Yu65l5NJeKcCXmG8SYoSU+ayw7Cnb2C/AoZ9elGDy6oi3ZNRNCe4THznPqAKGGdualiWhbEUpl8p20ZdVpZwYg4ZE/oGIz0yjve2Fmo0OBs17mqqn5pYAtevLNXg6YXdA//6G9anb6nxTv3mgi3GmJP77pTtxu32BRuDn/7sr/iX/6f/O0+j8/rtM5fXFyKgW2c3+RSMr195u3aut5to2aMzrTECYg41Ob/5kfL9dwKWxmDsDR9XLM4YAzsv2PtXfZbLmeg75VR1Bt9leCpfNO3fVtK/IM12yyySG5lhfTLiynSUUFIrZcpYtRxeIT6waZK+TKU0gAu4KLnOTglOhNgoAk0E7qke0178ALqb4uSjD50DJADf07NratgRh4F2S7OGSP8oSyaYy+CZlEAJ8C5YF9uSdZVx6BxKn6op055a0ywrcbvD84W4vwNF16uscHunHGb07hpSHcB4gN2vAl/Pq/Z137Dzmh4qMt7lfMb2TdfDGvb6go1JWQQU0QdlvOsMqwKpeHrGtl0Dr9OZ+fYZ+/4Xqrm2DVuylvryWSbCY/8b3Wv/9r3SVDWKQOEx05Ngx8woKcXVuTxwdw2xxlBizhxZMxilnpD1n2WTrfqbZDIXlxFmLcH09EiodoiV00suo319PhrB7I0eU2aZk6Y0OZxWlbXi7jKWDM+Jtmp2g2S0zjSYTEADz/eqQVbLQannu6hZG7ccrrn3lD6INd+qYrUj0rPP1MD50bgWTxwoPVFSmjc8FC2LsYfSuC7NeDktXJaFurQEkQRQRLh8/wApN52lGudaOS8ySz5kTaryLRvLTIBJyY/XKtCkZKMXYsDj8fi8R0KLh8m3ozSmjQSy5H1TOCRYAtBl0qvfJ1BAQFX3YO+T4pO1LazLirkkX22RfHtZVpbawPzhNdLHjrsAnj6d3Z2v9405dv7o9ROfvvsGgM8//cSvfvrCr+93tgEjNsQytwSsZAbbCJnVjp0+gy+3Xb1KCDhca+XTUjgX4+Wy8Pr8zOXyJJafVRnEF8OZLGujWaHWw8fDHs/74Ts4p4DzVkxyqxlEDG73Oz+9qX+59skeGsYurfKyVL5bGsvZso8mvUNC/RFF0qFlYVlPAr4aLHPBY3uAIzPlY8WM2hKUTCa84zqnwjRczPtYqgakhSKw+xjzJyBiAFVsm+M8EkCfAIrLeN3CHt97+D4eFh0118sRWtH7AYRUlgQKI+vyVoxWF3xMejh7n/J4KUWDbkfr3I7dggRftS/E0D6B63qA9iT3D8lZ+l7/rNe/AYhiHza+tT5AjcOJ10pLf4b5gQBP0ZKCjrVVD1JdwDdtRjGSNrSmP0LnQaawqiQGK/jeBTa0liY3nZKUclxRdx6p/SKHRwNGKLaxNMVHeWThUmo6PydiVhORzuKCcmilUqqSzfBhaBVWiH3q8o1dFPVMXYkJwaRYcBjiWknDWk/goj0hupqaX7l0R8qfTiqImA802kc68peBD4cJY/9KefoEUfLtybjTrDK9QEy8N7nhH8WYSb8IaoiV/INkP1XGTL+N6wsS3Cl11edaVt3fMil+Jc4XGkJQwxZKzcxun1iRyRN2UIUbZiceUc91ZQnd330EFNdGtq5qhrZB7Btj7Gxjw1h5v934i63zbYG6Ni5TlOv73Hi73rj1ydvufInOra7MEkk1/aB+Wm3M3rG+U5eFIyJrhhrvGWDbji0n0roXrHKY5TFc92l+aNctqdfadDSZT4MEiMJw0c5s6lCWibBTQhRnWxaWpejvj3ulb82FLEZMQfRJO3x0DkT3kFJkMXJEdAWeLC6tLcVqJoxt5TFdEhmlpEYwn+tEZ6kmnxurxMwEHVymyqbCOw4fogg9t+igfTCQak4Oi94LZBJDWxKoFNji410JXz4kY6sCYKzWNEWsYM5IBN3HrufYdN0iwOZ4XOMjKpRikp/FFIsminxW2jnv8YdPTESocG4nojaYTm2nn71N/l18ebGHiRuviipl5vRudsq64P3ww9mhrALRHGL7olQNFni6wLgCTuwun4jLE1ZX/O0dOxXmfcL5BNd3Ylnxr5+VqHF+UdN3/0qpi3wZxk3P85CpZISYFXHTn6ME9vqidbo08B1nBRvYaWJuitPuu5rUZRVov21ZRE18d1iaKLD3u9bBVXIa5ldsXLDzE7Y3yX+ue4JzTrGVOocm9/2GXe/Y979EIJ+pUd9ksGsvz3DJFJ/3N3xzgpXpN7337YaPQpRG3N8pl4ukFCXAC1bPFJ6IuOr6+0K8vWHnC75die2mRJYWWDRdq0ATd7sw904sKixiEQORcacuTUaKn35JvG3yIZl3bLlQlpX43LHTM2Y645l3rIMtJ3nJ+FnF0zffEduOd6OUhbbv+GWll4swaG/U5zNlH5S9E+3KtoumbGXh/cfP/FXAN+bUp5VzSgHuY+f9/Y3b3rm9b7xfb+xWiZGga3OxK9yw8xl/f4Mfv1C/e1Ek9xhEDLF6SsDnN3h5EoNmDqKtMv89rcS2i6G43RSd6xWmGFpEZIQwxHZPL4kV3+5ELcyZjIpSKX5VgV2Nuq6004m2ZFO07R+N5sGO21RjWKkC1g4AxZKxVA9viVyjaY5n55P2/vsdlgRTQHWUuz47aK/MvRtL89p8f9AE6G3vaNQyxUwwMdLC60c0/Ng1AJjadx2jXDLtaBEYYg6xXeFyhrGrgK+N+PIZe/qEjTu2XrD1xLxeoTV86zCDUtODCdP+3ZM5ZQU/n7A01zWaJv/Lqr3/fse2SSwpFX9/x375Pdx3samGALCYE7tfidMzvD5jY8POz//zbLp/S17lGAqZ5CWRFPgwmXePOVhrU9qkGXNIFkBE1q1q0CIkf7GUCEem9FgCKTJqTWAyGqUatSn1kvhIfbFjpn1M+BMYiJiUCdWSTWxkwliCdJYMFTMOycNwPdGtqIaOEJDy4S+g0l/llSNWbcv0wWRfZJ08w5kOFacis9vSJOXb56BPp4bRqrGEp7RDLIh9DPY+GMMZZvScxy7L8ogBPrXGuiwaHJSFQ1YTSGpyHxqWLWY8FWNdBNQO1D/IAFbXbXrgQ2kw1cTnVXM9sVZYikleP53hMBJscSqdIKZhTGprqgNQeqnujnHY+cnm4TAmCHZ39ikwa6RP02pwPp1YliZ2/sFo0I3X85ZS8+nBvu1K2Qm47xu7CzyOfefcCr/3y295fX1h3zu/+tUP/OVvvvLDu0y012Vh9Z1LaZxFeUrDb/AY9BxqnpsadZn1XrCYlGq0ZWVdVtb0jgoycYoCKNb4sh5+JPWxgB5mw17UCyIJ1LJUxuhcb1cocLveud47FeebxZhRKEvlZW1pHJt1vc+UwhnX3tP7R8zGi+n3VSvMEFBznRogn1qhJRA1TdqDkRIac2hVJr9WSgIe0leUUmgUre3jLttHWo7DI+1Scv2DbUGyQTzXiZj6Zh/rJhCIEwHDg5r7jC6ZALiZ5s2F9JXJr7VkqRUUIlCaCQTKqGOfgReBgg9VnWkNSJ4W6j+KUdwe1gjTHesPgui/9vXzQZSZE3KOFBySWimJTpKUEN+6oANZzTz1pKlGzUlDWXICVnJCkJtdmDLHPdKkSdKdSJMb+gYmY1sZb0ZuY0LH9bAa03TIy5F4CkWzKjqU7yw0sQ1Cf09utlaXx5/9oI4eTvNzModMl6iuyYeF/umabEaMnMzL3NTKwJpYG5pcrcKxc/O3gw2D3PBl3irTKysyRpRmzJLqVJg+pR1bXpkjaGUnyoUyux60THHwENhxWILLpRisnfB+z3vk2u2SqWIOETsWi6jDmfYSqNikXfMh3mG5UB/+HmJJ+IRag7KchL+YHtqH0WRMbZBNzCGrC4t3zVW3nXseAvWgie6TOSbhlUDmsLd5p2Is10zYIPhyvfH53vlpTt5KYfPKnDvFK5a0Nmo29L0zy0L1pBfWSmzJ8pkZ6bictOK8Y96SEWr4vqk5AGSunGareaCZ2Qcyi+ExHlSyCBRlXQSgiAenjdZuG32v1LZQS5WGsK1pYxYpNzLcXCBOFNXLHKcVWnt26EwTBOPwIUJrNxJUSCmRtUWgi3dpah0xTgLFlSUSDyGZXNgjxUnAdseWM7XWjA4b4Kbn2jRVMUqu71XMkrbq85ip2Zwd2hmfMq1Oqo3MAxPsizG1Nu1gvBzpWosYD4lql7ZQXEBj9w50oD3WlpeTJCUM4pBupQ/Qw7C5SL5UHMJl+hix/ext8u/ka98EGuz3xzQlkHzAzpd0sTto703XbRSIHc7fyJz0rLMgSk6lLeSzMTrRZ8rGCrE79txUx/okLs9AIW7vAp/rkyZ59MceJuPDCuOiJm89iQpKJ3qnLE/47Ub0d5m6nZ5llloX7Dqxc8FOr/qca9LQS8FvV+wkI27vI9d4hblC68Q8aT1+vQq8qxVrZwxNTsraFHloRrRXrRczSYVqmrNX+U/Ebz5r/fYbvH5LtJFSskV+GW5MOnGbxPNZ9Og94OUM96/gMqmLdiHqDasOp6c0c17wUuDyjN/fJaHYQ+afeyZiRWigMVFTPASmWhTKPmTOuV0ZtVDrWYMHS8BrkycG1SnPr/JBT6YG+w6raLcxBpwM9g2zhfUuplfvzqyNZU7KXVIt3q747EyvMDt9Xbnf36m1snz9KllWBF/f3vnyvvH1dmO7TfZt4ONG7SpWy/evmmYXDWXi/EpsV0qkR89PPxFtIcZV+8fzKxaDmDeIE8YQtfjtK/b8SRVHO0NdxGZrS5rPm/4MWFvw6y3B9qxJbp2DeRJ0mQp7wb7+RDkt1MsqA3OgLmdJBCAHN8kw7FvKY/P6gvZLRxXfCLCZrD9PcB+9f58aDPRNSU6n9EfrOQTywNZzfhadSzHSALlllHxbeLjt7Tvl9ZVaiiJtmyUzuGGLoXTBJgDn+RNsV+zyrPpxqZIebRtxelYq2+VVdcToCeAXDV/uO2VZ4FnJPYGljO5MbG/YMGK7Uz69YvsN33d8d2J/A2/YWQAm8wn7/gxzI54vlAhiuxNPT2LP7LsAx4DiDl++EqcG9fb/1631b/8rHoMIPb+qGd0HcwylH1pQa6XGlEfa7BrKFMCH9h4WlqUmSznjQ6fT6lEDq9FbApn+u/4p+bQm1WLT8mA3SGan+FsLp5SFWjWNjmwOfQ5KWfTzklFiCEiw0O8vxRjT07A20uMjO0uO9B81zfYwcVYjVyI4WLcBYm7gLJExyKVgU7IdQ3WLu1gQ3Qe3bQgAdgBN48+t8LJUvn2+cDmfGDPBByu48l6yAnO6C6BpEZxaynZKxuGmDOioA4/oVsPTA0/7FkMAVUkQeET2YGSP5QmimKxyCTWm2gqMOZSOIm8L1ZsRH/c5QhHLYzoxZDKMSQa01EZtldqUMlrm4XnpTKt6TqxkGxPMmGzbZERQW+GpmGabFc7nM9//3i94fnnh7f2dLz995mTBP3y9sNaszatkSmGSWHlLU3BbWcy5VKM1MSJqKzSTxMWtMByurqHvKdn7Zk5tGmwWjNNJAzfZqJWUtBz/LxkpoXVliMV0u994v3e2Pjgvled15XJeaaYhdMnkG8/I3j56skmg+mD1wrosYu0Y8hBMYI9aKaXQ584ojWpFloUJqFmyhDT7lV665X0UQ8byfpsAbRebXASyBFPMErzOTxjHZ0/eSfZAhWCtRQC7yzT3WN8iisvvU35LMjYW+yTzsawQNpMIYFmKBnUpsuY4jJ9LIfE9pgezTyxlaGBYlZXHwVorKdtz/OOZT5Dz57x+fjrPciTymHrrQ3bzITDkQ9ejhWSlZPyd0J6PJugD6RXwki7EJK2UqcmOiVZsYSoSbFEhmpFHHo650jWU8rALQPBIWUO+zfRraLZI3+2OjfRCaQZV0xLxyXWh5aZddSEPr4eHT4mle/GE4jKNqw2LRdMoE9XN2nMWTZGfOSe6h3YsTT+rVaIEEStzXsV06XfCDtNdoyyN8DOlv4s9MQdQ8VA6RIAmOn6l1hPexRAxO+KNs7n1oWlTeE4ONbkfcxDs+fVFRaadJO8J1ExYgbFh5cScULXaMtlHkgxLJBQf8hsw0YYPLw0skkmhKYO1E2UMqu/MqPjtjvtGLRcq0OZGtUUUQJzrPvHmzB+/cL13wgrvUfg6d96BbXam3E/VyCyrFoYj+te249ZY1nM28jINtelMjBq6/6KwNhwnOmoArVFG14St1UQ21ei3Itpky0faDObQpGGGJGQYosHXls+mmvioLVF/xQ/XttLm4JSxjpApJgRQsRJJoz2YQwYx9DkPE0JDm11k2k1GTR9sKEpRulUcSD8Jcsp7hJneFqT22JWo8/DAMGC90FZlrm9vHScEFC0XbbBhDxOoUgI3mRUKid804WyrPAJIyjZnsLPQbO+pyQabk9rkHh8Y8jNJRsTScnKRXjO2qMgOGdbmWOdDHjLFPgsQ22tZdH1M14sITaL98mBb/C6/7NMngV21EO+aRAsj2+QvEEb0gRaZS7+6Fmif4C5vEpY1EzxklMaO7se4a0I/FuzkcNHPsMsF7l+wEfq6pxe43uB00RHjldgn9u2zIq2/fNHeXxvRxUJhDsrTK+wTe7kQW6iZv36BtghkPS9Y6XC9wvkJ5sR7wAk9E3snohK7DLDNuiSHfYfSsFOlnJ4o7mLM+KS4yWw2TaC5bmpGn5/TY6liW1eq3fmis+HTM/H1R+J8ga9fcByvYuzV1vDlFbu+ES8Nv2+UIq+euGnd2+lFk/3zE75PSdEuT7reZ8kx5hgyep5D0c9zJ1YT68+TGWaTuu1wOitid3bKeqY+nRn7hrUnfNszGlJ7DM/PsIkVVgDbtY/ZshKnhSOVz1ysrxh3+Sg8XTAf1LHjrTDvO753ytKoY1C3K/XpmblrknS/bcylMX/4zO0uVty9B2+fP7Ptg3HveHeojteV9un14ek09878+hO0C/bN92KdXDeiItmXV0q0fJ6BcSKaE2+7nuv1mdh3+RcsjbIH1tY01la6U/WAlAB4fVIzVmDeZaJq75vYOSWwvQtAPF0Y22BMp6ydcjqz3N9ZrJJ9g3xthM5oO24r0eWHo4d+qt9bxBAW0B65b8cj0pguA+5oNYEF7YsWUNaFPDSw/UasJ4EmEdh9l6F3IHPbGdj5iXautGUhfnNVdHjfxTabYG6qDc/PwJSUa5ePi799pbxcFF0+dkn9bl8p6yvRXrBlwferZtitQu/JagydWwVJBPuElzX7E7GPWF/x1zP492JLjwnLNx9M6LFrv/f0ngHVVqezPltM+dF8+wv5NH39/De0y/7tfMkzYabX4QfbwMywWpnTJSl3U+3r8v3RoCY0jCHow5m7s57PhEmucrzCJD+r6XMiPMEoyXCQ9LmoFvO0hK357hxJ81wS9WLJGk1JjjV5MLZScTSBxsVkUEiEBreTj+FT4BqYFg0FIaXRAMik1Q/ibbKARUQueEzF0jKolJQJOWPfZakIbGNw3QfbDLpDI7gU+HRuPJ3PnNbG+XSiLmI8LB4CBwOKT1r6yvRJXn9Y10yAwRScQTCm04fkMUsrZORFDvYOpnTktS5UUxs556CGmlbPKT9TPiQxBcY0Ux2lNs4SQCH7QNW2JdIm4LjGfdCTFVRLYa2NdV1oGXpAwAiFNsj005lDYSbWVrwU3rfOEDmUU9X1v3fnug+evjvzzfffs64r/Ve/xu53vrmc1A9EYOnBQQ227vQqrsU0dZ6n08JpqbSmIXhJ7ybJuZw1Jfz7nOw9+1JgwTgXRUWXKk/IKFI2DCuCvZJRI9WEQLSZiZhz29j65HJaeT0tnJeV07KyNPmDuMkTKMLxySPOF5xqleWystTC0qqMbEPGsdXk+dGacevyjjw3fZ6ZBrdrbTmMVV92EBEoUA/mUoitVQuwVEam3ZaqnkRghKQ75p7y/gToTAOAyF6gLkqh02wgvVn4LalZBrGUYvJJ8iMK3H8rcl5fL5CEx88igpJSpWOQRUxFigeYO61VmlUcpU2J1KDfVSw9J/nAMH7O6+czUQo5aXCsfTRqWj0JjMiI5IDhdDFnGp0+tI+Fw2XXUtx1ULc4mm+0wUXM/Hma4FDsI0bQJ2V2TbgjpFuPSGNPMWTCd5mMzZlDyzu1SGtnVmUKd3i3lNT0J/ISB0PFgSqdcT106IRi+zyN2TIfvKbW7og9k+NxaioxHkY6OBya9JISmZzel3rBY8drlcncmJoUEVhxSg2874Rrghg8MaccsLXfJwsGE0jiQ4Vh0TQqJjhTWe37PRtmmdJae9H7sgVG0OKKL8+MrihMq0/AxLxTl5dE5v2BZBZP7FFjBElcjntuFZt3mY0ysJOKeXBoldK1YdFvWHuS/CQmizVWC26Z8nNrJk9EgtvdGatxY+NuC73fYFFkooU0isU7kAkhrmg5Kx2nCbyaAbUyptIAfA58VgF/usUcWfQwklRjQKNQko4amIVi+EqCjXNQSmE1Y4xJz6aIBNkkh0BSKhe1PqZAguHOGIW5rrTSWJo2zIJJe48SZjKCBoyHPtN9av2EqKdGvn/PouVgW4VYXhxTzam0p0g5kJUFIz0OXDRu/T5NA7GCece90O9d0pcuDlyMXT/f7P9L3r80SZIcWbrgxyyiDzN3j4hMANXT0725//9PzaqHugpAZoS7m5mqigjP4rBa4M6iO2vTt6hgRCBEZPjDTFVUhPnweWjqaYakcaffiOX6mDPVR4a1+JRpWhPRN9EXq6fB7Sx99Ujq9ZCXBJCb7YC+M7zK7yFPGwFIYsFE10FxWjR1NtwKlY1oFa2qBPnaltI0uZn/M7+cgCagTskXDcqAvmpfjoFNRXvl6GJf1ElJOHPV1Nl36AX7PIi3FdodmxzzVVPF2WG7ga8ycd1PHxuD/Y6XRckygdgTxx1/+aZC+POTKJ1gVtFuQewNt5n42IlLhY/v2LTiY4fhYrUc0hIzJm3rxyHjy3UViDhyklNm/PF7goFkpHCVN8NUKFd9XraGrVc9/22DR6QxNNhlxaxLZvLxDl7h2y9YylJw8LevjP3GeLkqoWWXBNMR2Ol1hu1D6VLdGddJ0rPRsXT6l5xox97ErLGRYMvjRkSa0paF8f03re8cIPjLV+K2wXSB9gPbPrDrK/H5gP6J10KZZ2w88K9feMbmWjbwJuNBehOAWZO5VAqMAu+/4dcvYuFcvwjo2pvSLI4BcyHu7/D1F/jxAf1G8UrdDxqdYRN3C/Zjp92dzSujdfaPT46o9O/vsL5C7dAq4R3un9jyRcDq1umbYW0nlpl4vTDaJ3G5wsc7DCfuNyXvjQN6SgYuq/xx+pZeWBDrqkluP2AtkBNHq0p6oB+Yq4gdwxntwJeqJCl37N5hScP1228MlFDVb40277S5cnx5pboz45SIZ9FMOLHJbD+OZMKYwTQxjl0Tweja56OrXto3nRHzKoZR29W4ThoCcDz0GX3SPVxy/XcZ7sdokje2TfKZUhJoKbR9g/lKHD8UK36/6xoR2G1HkXcyjo1zzH29YGWRrMerAMn1hdg+YHll3H9g06RzqQnQi+0uFmQ04rFLvpPMhAjg852xrLA/sL7pWJwqtixiX7UmJo45HIP+eIdpphwPBgXiITnPPDNuH1gBG7PYFP/Er/6UCJ8XYsiuariu6en3gIaLlMrou/aU6owh6VidShrviwVKTwp/BOy7wDgUBHD6LvgZVJA1NCc7InjWJCO7KcfwrHdE2dc2rNhUgY05z6fbT3PMTshHBxLAsefPGGMwzrrLcyA0BjaHWAFj5HCwKRGQrp8YwWM/MJxO57bt3LeN/RhKKsqGsgIvtfB1nViXhVpn6jQpeneaKdOkRs/By8BHSxPXSO+ZBiOYqibpPYwWp7fDGYk7noPNknV6j6AjPw2xhVXn9gH+lFY0Rg5gR9NnGkDxYHal8GheHmquU5oEMGIIIIAcGA+2/eCxqxecS2GtE0utMseNeLaSEYqn7wQ1JeJmxjxPLFPltRYGWndHH9yOzuM4GAFvX7/yy59+ZV4mHp+ftMeDZV04eqUdB8foaTgcLFPlYqHfTzIW6Ex1kZ9JStc6YukUm1I5IO+NPoKjdcKMcTTWZUnDVIGJ/dgZw6hd17FkatHI3ryPwWiN7WhsLZiKc5lmlnmmloqVScMENyV60qE1BQCenok+USclQk21MtWqwWX222FO8cJSJ+48eByd4oXJHRuN3pV6U7J+7jko7q3JQBjdC3MNsYsX/GlDgVgsxZ6JTOFoMMrAwgSiGQxCRseuhCKLoLhLAu4ncJkgiAmQTMdHrd9cR0ozHZJWmz/3AncpDoT/nKyrJDMY0Foy1RJgSnC1JkCD/2SjnMNtS3XBH3n9cRBlSC/LkL7xNKMhigrCIf0UT3O0nPKmjwFnAkkoyzlO3wiQGWV6beBVjW3//zNzDFexODkx/oGZMuRD0jPTXCCSTG2MJSOXcoJtSWUz6S9r6VjIswSTD4cvCbI4RDg2S2MlEkBulJ43KamIxdXcFp/o7QCX8VUk6noSnTx6GnQFwcTTnFSrJE2ejkTjAkIPk3mabhLMywutPzgKjH5ncFDMGO6MvuvrIhjjYHSHedG1TX+I6HLMNquMqsm7fI6c2jZabCqk3Ol+EbXKZ2kHo+u+udgQkiEV6ZgRJY+z6DrTYtIjJHBKveihiqLEk8RYYqjwZgzcLtREL7tXKIN5BI8o3LaNsbywTiv3ydgYtGK0MdPakUwcGZmJlVyxaU7TsyGAJIzY70zTwnAdRO0YDNIEt4iRMDIn3ELIvOPp2u6M4ng7NHkpisMV3XMgWVPKo4ontQ2ldATScpeawBgqeu1CeCP2I+9T0Ftn9A+OcI65siwvchlHjttep3/YOORZ8jRkNRdba5y+Q4fueREwKM36SeE7Qa+UfQ0wU5GNa1NWYlZeW8FzumcG47Gr0OxIty+kSkCJCeUlgcsR/bkhOq5rMXLSZKa1nwwUOwGipjhiWlejWSv9eGBlxeJIyvyhdJ+xq2E0ubxbQQ1/xqm7Q6ThHCPkxVsK/djxy0t6eoyn39JoDaMnyPtP/BqH2CAD+PEhGci8QDYpYaFGeDwk74ggPj6hznjbYR+AUs9ikXwMH3AX0OXrwHioCd6SiVKK1lHvYDM8PvDLL5pwXhbJ8I6dGDOxVvpD4GIMywYssNJgvuQkZMK6jDXL5Ljtafit/Zr3G7x+1ee4hoq3+YIdDT8OWF7BDj1z48DKorU1TZLBWSGOh862o2ttt8i91iVpKvLYssurPCEsNL2vBfauxBMGHIqUtreCb4rttVLSeyAkOxw34r4zSppFt00MoSN9aXbDXn8RoHlsxPUiKdB0EYvyy1+0L4wB08A+fuicaIFVI6YrlhIHtyDuN7oXHeexqUG3Fe7vANjrV513jyYW2pYAyvuGVcO/fsUyjYt5hU0eZW17YG8CZfzlm/bZuUD5FTeYemfD2H98x66vmBt9mrj/7TfGvNBjZtw+YZmhbWpoumHTir29Sfazd7hvRK30+98p314YRyP2O+MxGDUlKGNW078bFN3j0R5ABWs5dJ6I3z+wr6+UaZJReKk5EAhFBOOZciNGLaXKJHV7l2TmqsGOTZXwb/h+0PaHzv3pyvi8cXx80JaZ4zKxvHxlehwq9HrH10UJednUPYHxLm8y8yo/l9aI7aFBzzxJBrM1YlLjIH8bme4H2RRum86CaQGMOB6Ky9635wBM4IfT3+86R/aGL1M2W5uYKAass4DGUiVFAoFP7jI87o0yO0GFzxtjmmB7pJFux26f8O0L8RAr0qbKuH9glxfK8ZC3y+cdWxMkz2vtNSeK+4YNKP3cBzS8scdBa46vlf7b3/H/938nHnfoHbcKLy/0x4b3LmnbP/trINaqhc5G19qzqtTI3g5d80k1h4Y3gfWGqiLDu4auLRTtOpoo9r0PpjThPNKEstigg+aqIz3aIKUFXU2uG12xNoA/QUbJ36AWeyb+xBD7wF0yn9Ekq7RI7nt6SHg1jqHay8+6PexZ54/T/6GnpAcxQTAxw0eXt8lxNLaMoj0i+HzsvN8e9Ogs08LbOvPLOvHlsrAui4AnEGicz8vwSWcZQTEN3FoY25DHSh+BE0xy99T1GpqgO2r8q/nPMBAEEHkOkM0EQLVQEe4lBHCeoEsx7aXY005gLk6tirMHo+dgbiQjQ+miYO60IUDMMrRga3pfl7myJFBkyXI4ZWKWrVD0wePYGe5M+0oMmJeF1+uVdTJaqQqnuz/Yj8bsxts889//67/wyy/fiDDe32/ctp2Dc+gqt5o2BrMbcxFroxQnwuk9zUlLkZHtec2SgXdK3A3Dh1PS+PcI9W2fjwd2WZlsFiNoFFpTvxQhYCkgZWOqcfZj4/Oh1J+vr1eu65XJnSlDJ3o2+W5KRQqXDBd39hHKmsCVzYIR4UxpYu8MmQBnLTzXyvZ4ZOy26niGwJxieg5xsaIMPYcD8RY8tM6MEACJno3gp90EXp8SVDcxR4dZSm/IgJGefp2IgYPY6sVA35Ex0KiH8bQOGP3INFOBMoF8gtzFJNIQOZOFEnQ717xYUKdPWDy9lAxD6bN61j3lXkKHhF/04ydb7n/1+uMgSjZplJSFnIu/hBqnogM9HAEcPbKRk6yGp5s0KjjG+Ae6P5xRWJEoqpVKOsxqgl1kEqZxORBK6JBOMGjH4NT9yTBGG1/4KrTVJizkceBFfhM/l0OBYfhUng2lLjLZbDrFpPWXT8NPmYXSyg3OGGKMknTDFqG3PMBsPBtbK4sMhhIpJqNqLcQQ0Shnh0OFgZeJ4tKAuzXmSTrM/UhaY9X7jboyaKL8rS+U9K+xczrfpIWUAe6WvEktYBsl0cuLpp6WfjcZHWYeeF2wNqWxkUx8wkw+ISGqh7nifkEsmpgzm77vREnqup0GYUJVBe6Ilh7F6ZloVL0LHe871QQmbKWKCRMyu+37O6Ve9b1tB5/oKJvdppniNSUt0nw6g0bRg5k+DCMk7Srp4RO7IleHyR2bkrIDq5yxlMMLss4ryVrz52eLUomjE/2Bu6RT7mrW8ZM2LR8cvbfCsKII1qYNQw7iVWjxMejtnflylekXmgJ41dq0lNadm4wZKo69EF7w8GSVaL2TjdeIkOQqUg729C1S/DNdjaYW2RAWauSmWSQHSKDJ5jkpvENsmwiMmTQsIXqjZMLP6C0b84xGjEzJwbROTTpkKxPhE17PJmaIgTNfJRnp2mCpC95DyV2t589I9o3Nogn3xnh8CnxxATH18g3apzybjl0MO5yxP3DmpM1/YvPrH94m/zO+YlQMmS3z7SqTUkvqpp0Gwof2yuLEHjK1bIeemTcDX4mpaEq8b9AdqvSp534QXdMW1oofB1GL0nAuv0p2eagQie0TW1bGvAgUvYuhZOzYAdEM4gGXX5QkUgQEeqYAYZrqEY4dLhbM6ljcFQ/cgfCMuQN/WYnbdygLXmelyPXArOkapPmnIZd+Xibio8OLw8cONTTdjyFfjaPpc/YBtwe8XoCDuK7EHsT4JNon3Af1MuOXK+NwymOjxk5fjKMlI6gJEGd5I3jADDZ/FQvkdsMur4z+ECNnqWJv3u8CsJaUrzETU4UhFt1w7Z/hkxhDreMvX4BCHzu9DcpVSSj29gvWGzzu+OslmZghGdTXKxEP7H7DLn/WYMREjQ5UtJtPsB3E5GqKj4aXBSva90rbKNOF/vrG2Ix4vNMf8jCI97/C8iIAd38n5jdGmTT4WC+UWqDtApzXin3ewSv94wP7+gujzEQaHSuK+cF4N3xd5I20vcMkDx+bV2LJ/WqexSUuoYaqZl1jTtSJsTfs9knMs8CDdRG7ZroIXNk3bMq6xJ0oFX/9QjxujPd3WGdiXjMO1eg/fmd++8psSsCzGNg0q6G1ZPOewCMkMFeJWvGYwDM+2EyJOoUnY1YDjsD60Pd4NqbHA1+vMCstiBGKKS8rMSOwoxb5rrxdif0Q42yetS5qxnr3Q6y+JYdGx4bd73B9EeDUGvjMqAIhcRejdZkZ80V+KO7EdoiBc/0iZnE3Gf5+/YJ1ncdsu/7bywIfN+z6gq0rbBD/9v+FyytGYfz+V8p/+7+w978Tb9/g/tBwrsD4fMcs8HWF73/Fvv75//Bu+x/rFaBntmiC31PefaZunF5kKmnkD9dbo5vTnqbzAcVpDNqxncp2fIT83wqcCYdhnX0gz7pSMNJ78DTPTz8U1fgJC5wtQfYX7p4MYtUeIxySZXGMQYRTDTGk8lNGeqF4SOrbEViiz3omHKpuG2StPoIWwb5thGlP2vadx33j8/GgUTKJRlHD3+rEny8LX75claBSqjwMrVBDiTTmanqLJxOiKTFoH8HeTo8TmA1JT0qhRdBax0ulQBpinqBRVuOBPmPwrBNrkby/hTwiZI8iL406LCf8auQjBm5ON+P0wYiuwdjZG0YMWhtP1MZjiNEyBhPBMs/MU1FMNjpDezKnvUApRfc2h8qWscjEYJon5usrVme2+52Px85xDF7mmXVyrteVX//8J66vb7Teef/xg8/7xgCWaeJSBz1tDzqBn2lpVZ4h05jSi4Of68xIb0uN1kC9UqSEs/TBnElFRw9u+0EpE9e6MBVnjKCdQB1SKfzjk9Vah9G5XFeuy8o6TXp/XigJorQh5ss0JXO+DHyeqWkr0LrW4OTJGE5FyLAEFl3nQqmV6s6+H1BLRlHr+ndLQKRDS68XPxUEaP3sCRyenkK4HuLn2go9v+UfAIzI5+YENRLjSz/HgpFWFyb2jLtGtG3oTKombOE0lDVLNpn7aUMpSZAbxdRRJpUjgb3glB+qv86h8fmeTIlEbST7xcVoG6lk+MfY8//V64+DKCCNkVnCD2dH1UiimKbknujTKW0pOYnuGYtsGWM6jECbbjQEwnSEtrkcesdARZ6BcolktKPGa2IMmbWpyRcIo0W+0qJjFvS+CX2t+r3FKx5ivOCKbvMS+nukTKm4qIn15JCUnKJMT+TazFLz7nmgaDJfSn2yAvS5N9xnCMWrWUlAI7LxPtkFyDx19CPBqLxuAT7JMFHAu0zZ3BYZ70Qn+sTYP/ARMpEjsklNgCLU3I6hh2WYitcxDlHm86HWQVY1XTAkJ8rJQpga4eiHNgcCK19En8UlHaIlm6ikhMqSKaSGZfQTMDKMI9kYDjY0PT5NQ4/OGe8cKeXw24fSM4YQ4Oib7le9iFLnBjEJ2fYE3nqhFKP4Su+Ng0MPnRWO/VBtiBgOs+tzj9Quylch/V36rmlfP3AUr1gm3R9zp56U6hCjShYAhvmsmL12SGsNT5TVfNLmYE6PNNOTo1mCjo61Lp/mAc2Mfr9xJFK9Li/S7Jro+qd8Rv4vB3hVbHH08+7mppAFQMs0DbR2w0qCZjmFN9Tg9F0bktcns0SUOD1DVidNi9JDxYY/iw1GQDVNRK2oiarnCVt/stvSQV+GbQsJCakB9ozSDplDUicxr1r+fktDZEYCVhuM4Ni3/LcH0XZGOOYLPq26R8uqNTiGwDSvxONDkom6MLzC/bvAz+Px79km/9O9HNT8ufYqyqIGuN3FACgVJrAocN/EJozck+crsX3CPAQQdIFkmCbesTW4zJqSL1dY5YMQmzwLwhYYD8wX7VkxiOWLTCHLocKwOBaT9vHllbbdMFvg/iHj70msALOawI/2PLvMArPLit0rYbsa8A62Lth+YOuqdbl+0VooBbzgfSeWRcyLz08BmperAMreiXmF23d4e4N91+dbF0UZN0meaINxWbFpJe4P4n6X1HKeiOWK1Q5vX4kuQ1+j4q1IG+zoWZyM8fkJ+6BMLjDk80PA71UyiAEMCjFcBepaCTZwk4fIfksPl8AyZrlbI1pgNhP1wI4N9k1FeJ3w9YXx+NB5VC8YYrzYy6L0pmkSkLwdBBP9fog5Nk/47V3MgMsE9xvMk9ieTWaVVKP0QeyfMK+UH7/T1yvj0ehu2OM3GEXg5igwdSKuKHFoJeyQl9r0itdXYpe8g2Rh9rZhf/+r9P7LwNcKjyYguzrt40PrfVnF5Fgu+f8Ldn8obeoyi269LOiQ1iAgBmr65wWfZsDwfX9GyLN3AQhuuh/3hyb9t40oDuukif6+wVSIz04vhUf/TjNjcmN5+8IcqH6qi+K63bQP9j2ZJSOZKSXNgn8m8o39ECDKkFzGq9ZFRO7JLvbJdifCZQR/Tvu2g4hGTAu+rlg/iF1sl8j92dkkl5hcHkRVUk+bXUOTaVIiVl04kx69Vvo061qAgDdz4obqmGmG5UoJiG0XW2U+9f8NX1bi/p1hwXH7xGrB339gn59K9Hn5Bb++Eced+Mtf8L7p57zMxLowfvwdrwusV2K+EP/6P8AOyo+//5/ebv+Dvew5lNHazukzqoNJj4UR8WRkuKuWG21knKul1P5QPkVknsmkoRRWEgDo9G3Iy8bUTFuxrI2rBkGhNM+StcxZg0dKdIrXlP0WbFKNfbKhT9ZDZnU8a62faYeWzVvWgDkZF5Fe9bGZyYdE7tmKFu7yi9tb5/3zzvt9g2i8LpXXRU3+7IrCrdNEmScFB9QqeYnJP6RkM3h6RPTRePTB/Wj5O2Hxf4ilNaPhHEP+Du4yRA/EXpAXhGXtGdnLJLaE5BplqtDas/ksESiuIcFac0ot7Mdgb4NVtob0lH8Yhg2ZwY6U5Zxs+MhKrpTC4jLNxV3jvD6eLceIkWkznaMPsXgORYsf253eu5J1rjN7H/y4N22j88zLOmEEdZ55/eUX1uuV+8cH9/d3+ejhTNUpLtNvgWIZM20KzXAvAupMYEkfSi6a/ATtRmZ05NC1SxlQqtG7pbFvpzfnsT1YppIJOZJ0Gj+BuJMB1ftgbyIYVDeZmk+TYr57T2Nf1cUt1DNMRTV8decIo/XO0QWc+KR1K9aKpaeM/OpqqUzTQvEHY2vsESzzwKkiMHpIaWCqzaur6fgpl3wiSfQ+5I1jP/1M/JzGo2tVgmSi5wWPE0BJoDS0tkqmj5zmwWLUB1NK5cghvfxSRI7w4mmeXGitJcuHfL9JoNAVTwtXy/dI9jRGdLHKzrSe85mQtDo4eTGnUuZ/9/p3gCiRH0LNcnH5bPTWpZt9SiYTPIj0EzFTUWnpFZENGkU+CCKNeMp3JJcICliHMssA7czMMoE3+muATUJChxCy0Q9GAS+RmevyNokYanytPv07sJBGyn9qoRihyYcZlqiY/QN9yc9GNTKdJywv4YH7Ik8MEsoZmwrMNFyNf9i4TzQM0kujzDo4vAo159BkByGejEOO+11NZZlfKftNGuejiX5da9KvBqVMNFzAVGvPpS4gpCtf/NglabAu6QrOGI1aRLPSppaTrchUmVKU4+5icvR+MNdVqG72xhGaakWooIwuw8KITrS7Gm2f0nMmpxSGHuIyqcnKhJSRpqbGUKJGyPjNiwrAMRr0RrdKR/pQ+sii3KlJ1yNEXRwtZSRSpbHvO8V6TjCCiCO1nvILcTma5mdqFJ9T9TJhLgZKNWMqcvLuPRJ4ypg/T6M1N+ooMM20tumR7u2nB4mfBk0Dc4GSmuqIAaKyUu7wrclDwWvTe5vXp0xMMjUBgk8U2D0lQ2IQKdKrYCWjpBkCMuJ4IsynnthwTaPzbsgYmPy+ZBN1AVOS+h2QAB1p0BsjDYxjYH5Rc5PRaFhV4xsDLDKCMDdZnwRiZoR30EVpHCqiBLg0gaBVBtAuxR9MM8MnJfo0eaHgZLxiUomXKU0+hybpgVg3qCg3n4j1LY3Iyh/fJv8TvoKBHZ14uSr++zIJBL/tigctKnzlkpcxt6NqQPV4iKWEDkXSyJvPXeD5rOYnvODpom69Ma5fiPd/U7NXKlGmPCB132NZiKMRc9K1Pz8Zi3T0XiKZAil/eBgslwRExTLy+VUyE8T+ot2wr2/arz0P4MtVDJNcawyDscm/ARerbA5sfdUUyFEx//FD5rPri95HpHnxMMlnTM0lEfjbm5r7y0UMh48b47ZrWjMD9x/w8kLcH1gJ/Msb9cd3wgrjUtUsVLEH8YbXCyNm7Zn3Oz3jGLEG952oEGMjemGsC7Eaziuxf+CzMZZK3ET3HR0sHvjlFVsXRmh+1NvBOHamr79qUjcAv8izYkuDUTOlML28ZTLPTbtYVLFF0sNFxqFdfjftQdSfA5kxvYqWfHnFW9PnKwvRJAWM++9QXwk+iMNybXSsdMrbVQ1CpKld6N99WhhTkc/X7SEAyAfBAb5it3eirmIstUNsk22TjwfgX98oXim63Uyl4LWmlEXSBpnkO+adKAWnUN7eaN/f4WVh3B/4XCU7er3AIXmw9y7p2eNOTDP26Mi9wGF64QgEJCc1uU4XPNLILwF4K5WxNwHTRVIjd5M0se1EnbHlosapd50Dx11nkFsOPjo+Jkl6eogxO815vnadaxbwuKsmqwux33XtfUqQBDgEtlgM7PUL3D/T70pnnNvQZ3Ekn5kmrecyEbNxyodGP2TeezQBjnWSwX2p2JyJSB6SKV1eGctV+8a+iTofgU2TaOytCShvO6wF6zv20KDKhrxzfAriT/+FM375n/llKYGnpkdfoBSuoeFXtJ1SxDamd0k9cmBUiwYvrbWkykvOXz2YVpkyB5oCF9NKz8lQDv6MMHksRA6DTqazDTVSIw0tg0bx01tN6zNyMl89Y7EtG3zOQZDq+mpa92IX5uDUxbbRwD5kKp7mtufQdIQ89vbtoPfOI9QYvxT4tl55fb0yLyvVK7UI6DlGKBbXxSKpZglIaHLf8jq0Q5HJPgZXN6YlU2KCZ30uldJgdcfzeRmcJp1GCTXygTwvzsa0D1kfnIEPk9lZ4WUqo0ClHsFccm6dvZtHULJZF11n/GRZmOr/nrLZI7eLtZ7XHfWLyWRWHxVZT0pePY4dWuc4drbWsXVh2w7qNLG+vNLNeBx3fl1W3l5nhlV677y8vPH12xeWZea3vz74+PFOYFxm9QCeg/9ysmtC3jBmMHlJ/74j/WROJoO+yzHqPFMs2PquQc5QoIJHo4R6rjqCvTV+u9251Cr5U/GM5k4gxSRzGZmQWUplmVcmz1jsovfXk104FfHdLYLeJNc3M5ap0nrj2DXsnYYGnaV4PncCL0hm+WU6GMtMO3Z24MiYanOx3udUScQYHEkVE6hHKhfUj5wgWRcaIuDMKjVZX4TKJMZI0oLAOYufPiWMnklPz00GkP/JU9OFaTAcMIhnWtQoWpA2RsrVdK3G2UPmOnQSLHQ0mE+VCIGYOSf75sSO4icwXD378z+Gofx7QJRE5UbL+NrCOETlGnmoY0VgSaJPolHLU0D03cEzeN4k3TgjcAUACXAgN5TTEAobmmB0FbJRBd78NJ7VzXPX++q9ySPBUeEaDfdFhaSpmTIzHdppVmlpIGgMPEhDvLNZVDM7xhDNd/APEo5IU5qfMcvhumEjWuK7rqbSBSao2ROVizpTYtBo9L7rM3dEhx3yg5B5UcZjppykerBEYa/JbyiLAJ4TWKIrl3y6CPW1NOsqB31MQrqPLT/nTveB1SteKp2D0WXcZXWG4yYwa/mCjCR38JUxNjGHmlz3w7QG9KTNorYPgVykbObUcWuSmgei2881FolAHptAu2owEh1te0q3GqUo6rpZglNMUA5I6VMpFUZjf+zPhr847P3IAKbCKJYNe6GNJpphDMVfHzIc9jKpwI2iw5yBW8koY214ltFZXtQgKqO859cNTehLp5hTmPL5TO8aR1G/5DqHnNZJHkOU5wFlJn+P3iv3z9851hfmAVOt+szn5iWU5anlPF3EhQ7reTk3NShpsmY/pVgm7ewT9IzxfA4Z+ozFWiIWCZaYAEVzUUTNpJ3WxhycJrKahmbzlGCVkYc65EY6QXtA9adni9cFeR1p2hVeMJtEJ38+/CEvCcvYtl0JHjFNWk/xwGtOTI/GoGkvOHY1QC5/G38CAaGiP6ci/7yvIKYJ2x9AYL1quj+lOfTnkEdKlUm29QqLw/EAX1Ji1TQN3zrxCixLTs4blBUbSlejVMb9IKYqTXiRnwnbpuZpnhQ5vO1iXXRJFbguxFyJbccvK2NxeYvsnwIout5LmWbMK35dxYIYAZeC1a+a2LWOXdb0tgjsetH6eDS4XLSHZfLUU/8fB6OpUIoliCr21CmFhAvYonNm7IxjYKNh337F6IztTnz/EAPBDXt7UZLKNMO8MN4/VMBYxfdOWSRx2LuYav26Jpj1Ao+7ZGk24PWbwJX+0DPh+7MxGTzonwKlm71Tvv6iCag3eklQ8eWN/v2vjO07Vr8Bg+gHvr7R+07ZHN/FCAwb4i13x65fdO2ODfmJwGibjGp7yzStgh2PZDk63lEyz3VlvH/KH+x1gfcDtxkfO8ML43FT4lq5MPoFJmB8IeyO9aKv9RV7/9QgwauGANUZvmG9QDPCF2IemC1ihs4z1jfG1xd4f2gItVxUM6yLWDbHrjSn+fSKaoqJILDJ8SoJTpiKscIQEO+GD9OaIxjLImbuOmO3O9ZNIPYxGGV6xu7GUmB4yuDuWAvGmHl8/KD/8it1NRavlGRMWpcXmNVkeI4QkNkkYdBZ3+QvNS86tw4Z11tdBPZ5zfOMBGbS2K8fqtGWCx67nnubiaL6g2mW31E/MCrYATQZUi8XuL3rZ+/63BxHnr1iFYZPqgNLge0TWyoWYnGW66vAyGmR4XQt+PRF720MRlWDGS8v2NEoIVA1wuC6ylh2e+DzhX55xW4bxgHTin3+zjCZndpc8dcXxv6J9YB1Yhz/5PH2pInqoaQ8nsmYXWu0TByj4RhecoLtJSf+DUsz1G4yf1zrRAeOo7FeJkqZGNl0y0Qysj4hZWdKodQNFtXe3VWTFdWGkVP3PiStsy629QiotTJ0d2UOG0Zrx1NaMbtDQX6KnE2YEUMsjtEH5UwFycK/jyE/kIBj39mbzParFf58nbhMxss6s64X7XXDs6Mzqooc1WrA1ntKdcTmKCXNcbMyKp7xyG6SbQY6SxNwspQ+R3puRNZtxTQA7iODW12BASNZI5ETeu2/AvodyxbN8VBNdlZ41Qu9K1GmZdpKI/J6DkVGo2vqII+R3rBkWdRpgjHovREGE0GpRhuVo2/03jnawWPb+X678/1+Yz86R6nctwelOq+vL7xeVv60zLy+XLA6U82Ya+HL1y98+fqVUme2+0Z7yKy4pDzKQEy6lCuWCDyQnAWyibY0Y9UaKK6vtwhqsWQbDvrYcUsWSMptBtm8t4OtNXqtvK6LvCZJ7UmO2HtvtC6fynleqHWilJpAo2RcMbrkxEXprf2Q7Ep+l/Fkk/femGwS4FGMUj0Hzw7Iw8eLUacFL+ld1BrRGy0xi2KVWlGEcParhsCeDvg/MGrC4ukXNBLoobdkqkseCqTMJqV2QUq+01IgSOZaznc4bTjQNXDoR6edKhTOn6X9oXdkAJ/D8SD7jHzf2REzcEmgklFl7vr8I3IvOPuNVBygzzPkWfAPfen/+vWHQZTnDwxkVnmcmRWnsUyCGUZupCSqPD21k6GqWaCE8zykozfFQ54U/97lDG0NRm7YebGKWeos9UEjeqLZXVOnkYhxnu1Opyyr9NGpnzQ7R9bJMamihI3R1axrbI3cv4eAFbKnHFowljCVRaeYacevkzbX1MlhYmyQe+johw6aEdJ9UyCaXJHRAurtAJxoh3CXnkWOz5h1LDosBraCyZTzccjEdtigDacYmigllfHpwj1Nimb0CePA1qt+3zzpwIguB20Gw+5YXGREa0bUL1j3BMm6CtPxYJRrmnaRlF5deEtgzawIDHIjihz1GSqazjisyKhnQg76pBTIajZMfQjxbo3BSsxqTWJsKsYRWiD9YqcCPiC604pkIqVOVIfKyuP+kZOK9Po4t/4+tG6Ojvv8c98zGfVZqT8lXAzcgm5y/nbzpyFwbzsjvVJG68k20UM5zxettdbTGE3SLCG3IULHgNY2Dg/iCLIqp5/sEAb4zHHIYGy0xrRedb0xAYLwkx1E16ZgJunOCF3b89g1UQfDRk5RVVSYVSIPALf8OWjqE0PrVNnykc7u9pM2noVQ5AGOI9DJTOBKP3I6nHtAySbain5mXcBkounrCzEOYnjOS9R8B0HNzRcQ9TylGsWG+ojRkFeFfGlGO4gy42PDpiuFJjnI8kbJYkjR5ab7Hu1nItg/6ctWsfPYgLYxtpuuz5Hg1aopLwMZAc/ZsJVXYm+SXlUjelcNbk48doJOPD6wb3/GEEsoHg9iWWSMOb8xjg81aqOL8fJ4KF2lHZIuuIoj9oMYO2OSgawdXfG5r6/4PGMxJT15xh4PUTenSbr70VJuULW3W5UxeHT5LLgTdUC7CyyKBjXlZktRTOyyELe7wFefCetKPWEWI/D9A7ss+trLrH3u2OWPUgq8rvDjd1jfGJ+fmhBZBe/YyxsxDnx0ylrhY5OHhRvHoen6sE7fwCd5WdVky9E2ZMh+EaNifsX2O5QrxIO4vOmJfhz0Kg19T9M/2x5wmRh1kc+TD+yxw/YdykJM12yqDJ9XHafjgO1DfgLLTOxKYOH1KxDEPeWy2469XZWItDpsG/b1C2yHeqb1Bba7pKfTIHaTMXEvYAfjeBBt1kSTAw+l+nm7Y+YMXzgIzDvl7ZVp3+nzn9n/7V+x3WGukptUJ6LCHkS69/P1jSiOR5WPyfYJ64W4b0TJtV4Mykp/bALjNzFQ+ucHUWd8mlULlCnlwQf12yslgn50xph03l1foTe8XLUmG/Tf/ypvAnOBz5NJXjhJ4sn1yv44RNdnZ3l5o+bgyE9WSk7TIp9LwzRMGU2GyekJhI/c58+pcGe0HZsnsTAsXWLbno3AGVMewI7sUlQE+7JkbaXrE6PmeYCGAlNVzPH9pmYv6dixLNjn7/D6itHh9VUDhB8f2F/+JK8zAmuRAwIYPz7wdSKaYTaIMot5c3rLmZp8a05pB7bM9M8HvL5gjx/w7U+S5JUF++Uv8njZm+TJBlx03/36z+2HNULsWj+DFFK2gZkieNMTJUanhybMNnTWFodhkyrlrpjhZtD2g2XSEOxkiUUbKVM5DflVd7qVxDbE7tJwcnD0RiUbTwtal+QlIpinSWu+Kzmn26SBGBq0iAAd2VzLbNYs0hNDYE/NGtoipFCfjB4JOsZgtIPRdC2KGUuduCwTtU4KNDB541WfKNVTQqPWto3O1gb73gT8BBhdvIc0WBUIQsqgxD6prms0p8G3c6byRPrJSdIgQ1F7Skh0jVQkOXlNERMfBHiQJp4iSffsnTTdHyDD3TFohwam9QmUDYq2Zsw0hDxa58g1MFuOoEPeLpjhkbYHbng0AnjsO5+Pg/d9Z28Czt6Wyi+zvL8c5+vXr/z6pz/x2/cffB/GfASXatTqvH555eXLG27w+LzR9kNMBztBNm1Z+SkzrVS2BGOQjAtSZlKSdYQkYqWm35SGi2sVc6UTHBFsOTw/+ngaE7dN4NjXEbR5ZZpKWlTIh2Tfdxq6l6XqWRFrSAQfTJ4tNfEXqwVaY2s9fXbSHyfZFm4j2SA/YYQhkg+WIMSyzKybzN0D1T3t6OxNgM3MoChCDS/ORKGCvGtMvpigAQHJEAl3nU05HE8o8sn0irzw8qSsBJnIlcNvy6uqGGNhC3YCWv83SCdyAHx+5GRinevcUv1CtjCm3aKYQan0kOS1moCpMxJZRr8QLukS57o2+weZ0v/69ceZKP9AtYkhtIvTiCcZGbowmnZEyUSXzF6HU8ZyonKBWSdyeh0DrO9PtgZuWB+5iTtMKgh7FSgToVgrbbKNMQ4sXJO9sKfspNYZNx0CShCyhN9mNffWYWSh45ZpNIaNlsaiBzVv/kgaWpxyHjPCRqLsqDABNV8IuDipSiPUzFsMSaJ8PNHRaCMbQU2BIg7ps/ueN9OAHen3OjAlJckVgkOw7Y2gpimPUwIVQiiOOXqFQ8wK3DUoOu6aSiZAYKMyYtf7sIvuaTzUPNvJNnBJgiwo9S0PPFeB1pt042lEdqbAYJpKm2eaEkXU4pR8nEk+KsxGNkY6UDHHSpV+c7nogUkfCyEOPVHjmWIH07xSJjn0H8fBuN+wsuAXZ5lmehs8zNWczytGfRIsegzGSABkQLGTRVOUMsAQPRrTfQsYuXEqDncDmwh0aO/Hg7AZR9pHi4PSwcLkR+Pn43ckelwxH1R3zBXV3OkZu6xpKv3coNR8jQ7bkNnZKNKd1jwYfJryOqJn0lzr3hrBCXKcBoOWu09N+mZLGUzPJexYIsCGIe8c+dqYFUrNzTIQQJVAGTmhiB4JxFoWuRWfJsZ+y59hKoTNRT0fXSygkrHHJiaQtPQXzIQgj76lVKnJU2BIOkDJqY3OBMb+wSDw6QsRjXbs1PoiR3mr8Ljr5xt6zszw0iQfKusf3ib/U77agaLzimj9RMZbDskvusDdiJLeOK9I+NxUXcUhD5UoYh8+DjCx3KL+Snx2MY9eLoCmFhwHtEM/c5mIzw0LRY7G4y5wcV0hHnnwGhw5Eek71itlXmRQ6AV7PFTIVsNeX4nbHfMD+iyQbC6Mu0CD2DeBPvdNUqQhph9e8FvDrjKkG9uG2YxiZx8Ce7KgsC0N98xg3yUHeRzY21dJjGLAVBmfN7FxeoH1m9bvesVuvxH9g9FfYHwX46WEvB/KorPrZSVunyoE7ILZTpSJ0gd2fQOXgV63Gd7v+HrJPTUgNsk7f/zA3l7pk5iFBmp4WydKV6P9uOGz2KJtD8Zk1GWVN4tVOGDcNsrLBdZVKUSPLX10DuLzh86FozPKhD8+tPfdbth6SQ8Ey2QhZAA8kISrOGUM/PJC/7gxtkPTUy5gN2yfsfmC20G5vFDeVuwy0243+PFdCVGlMr2s1P1gWy+Mzx8U/ypz1+MBtjCOT8UtWpFnWgOiYvsMy4T3Bi9XPBBTzSux5zTPXYk1ZYXlqmnh+yd9veCtEQV4f+BMDIxxFyhDBHbcOSeHCnk7sD//SfXgsWPbQdvvz5Qpese+f2AvV8ZmbG7E/mBCRu9TP7AeWN5rK8C2AQ7rKm+efiaO6dzKzolIaYwS9shnOQHRHhqI1Um14O0O60WA/VlbpalkxKE9OtSEmMLqxEQ+/VTqzPgUsGgjGK/fwAvj2PBxx+YZe7nKKHZaCB+Mj0/s7Rvsd7i8SEJkaSh7rdhjY/z9f1Kub5leFJL8ff8b0R7Yn/87HBvtxzvl258Z26Hr+td/05421wQMJrzvsO3wT771W+g6EhpExEnDD3lWKWnToGgQ2WLAgNIVk0pXqtVUnUZwPE5Q75THBD0aPYxqQa2uGryDpFwJDvpCDzFAfCAPLjQVn0vBCzy2xgjJhyRpSAYG/GSSACB2bLhAuUg/jh4AYtEaKGUlXJ4LQ2DD3jutHfSQ54iNwcuycF1nlnlhqso36WPgcUoWZArbQ71Qi8Fj3xk9MmEE1bAMalHtcbKPtTeQ4FE8zV5PiUiYwNHe06DVLOUPAp7clNQD6ltONoOnzEJ1jppYL0UwVQgIkK9fMp1DI7SRvV6EvrfUn41wxGDv6kdmQgBBpmOGoc9n+gxu6TFi0B93PrfG4zi4OHyZnbpeKNWZ5klRwjF4eb3y65++8eN/vqpdQOBS8crb1y+8vLwQBI/HQ9e/Fg0Mke9IAXoYZ/te3J+GpL337DXUOhdzJhcjqQ+ga1Bc6uldKcaUgCRBB7LSNsYkpcTtdmfbD75dO9+uK27Ovu/8uN35/b4RwNWrmD9e6REcTQa9tZZnyg0keHw+H8fBcRwcx4PROtPlou8XzpgyKTKR9MiQFrVh8zRzjJsI5V51VsXgse34vKR/jgbKWJfxcQLwFqccJ/I5itzvG8eBwMNIGCVJDh0xofzcSxJmSbIPg58eQ8FP385yXssnYyX7dhPH5KzRg/HscSJBPPnOhEAbs+y5S7aajo3cp8x/+jGq8CdA8c5BDnn/968/DKJ4yHxsDCXr6FPmxZ3E3GCo4Yqy5LY1yLspQCEcyKQdAkblpM8pqeak5sto7iSHyZ80DaSyCSdO74ps/LxqskNQ6wz9YJqmDAWqOQFPSkimn5gVbS6JrJnlPhs9/1Bxm7TRRnBGBRdqMmtysxs9b5zypnu0pAsmE8Mk/BhZLAXp/ms9zUxFTeyHtOZj33KJetIMh5r4EIqZepSc+gRzVZrKdjSif2DzN2nuWyHmymjj6U3hNQGv8oJVp4QLQT3ecZ/AZzGNnlSeCWzRknaIQ7G0Flo9lnS44uCu9Aeri5pnQ9ch5SWkZs6KPZdeeNFUNQEqnVamRur8fleB7VYwdh1yMaTVqzIXrWZM84V5XRk2OB4bxy5TK8tDItJTB1NywThaHlSSm3Q67hP1jIIuE2WqxJEP2Ri6HCVpaJbr3oQMDytJWdM0IGw+nwIc11QmtIZEz9Rkp50gW3RqS8nKaImKo83LC/3Y5Ltig1JnbSwINNu3B21ypj5Ta2Gukjq4m+wSvOIUBi2bKOPUTWojynXhoUI9wb+nlCjXI1im8HTFR+NCqNvQPR47UeaUPex6Li1lPr3pOfGq+9EektOEpqI+NEHkBCj7gSROiiTGQ2s4KeBClAtRwMqqz7p9yhgwKhEPxnEjjgrLiyYy8wrHDZZf1EiMjmjpYkSZZQTieqVvHxAyJ/unfsWSBscbcWsy7MOJxx1bv6qhPHat6/VNcb21SD2538USqQvYA5teiBYypx0tJzwbUTPZZr3KS2KPnOKHQLRSYNMUnWWSfCOUzMS+QQ2cq+SH9++Ur28UAqsXASnrpPPjtgOKOoUlz4Asrk/A51BiiPmiqeMu7xxGk2Qp91OGq6lHVHGxLru8NIAoVcBnMQ0Yvr3AENuKaMTeiLkAizxdbt8ZfYOYGBT6NGEOvn7RBPX41B7kRVKEx8EUEzE12v6gj41SrsT9b5J0+Er/3BhlUF5f8Aj5kPzyZ/rnD8xm2r7Tth+UxbCXF8bvf8VbldGyG9QrXKricH/8G76+KBqwlmyQfk6Z7H7HX17TXNiQnxTY+qrzvA/8MsG4qnYoFT4e2FJlFNp34kDXuDh87NhV16YsM71WYgFrh0CNy1eB2mNQXq7MX98IO9h/+0E/oDBhdWZsjXgrjEOpXbz+mb7dKS1TXl5NscrrTPGJaA/KsigC+/OmtJimdKcyVXzyZNepnhjHICzlbq2JcbSuSHufLL+XjFU+mkyLvUAYUUPeTIeGIDZdJAV7PDQkiYDLK8d+k4/JaLC8aaK2b8S6sr//oE0r0zzRvTBNlbofyfZ1peeJI/1k9FpGm57+cpFDK9oGJi+3GGIvOpHTRgSeRMde3/S8msk3qE6QHjixbzDuYheTaVbHrqK3LPID2D6wZcb2O1EmbL/pGZ8uqmS3u+qrOistb52wl6sIz7uSwPTv4PM3vBrjx2/YL39hTBfi9jvjtx+E7fDLXyQLvr4Rf/8r/Lf/CzCZq18X4stX4tixgLF9Yt++0f/+b3pGP3/8H95s/6O9RK+31gXKIZl30eg8pTXGsUnyajkGNhMbPNyxaGJUoKZ3KU5ZV02y+9A6640yz5grneQYu2q8SLAgDooVfBLzN7dfeR84lGFMRV4PkcxdzxrSsgGNsCdD3Ipq8MgEmxOzUNE5MrEkB4CtM8ppjisGrJkxuSJ/13liniYBHCVTHju03rlvg8OQl90ZTzIGlRADIfuCiJD0xPQ7IxnSYldrKh44e5edQgl/shbiPBNioF0kJT6QvjE/JUw5b9c/DsQ+g2eST8BP+YPGndmTKa2nhOm8s58/S18P+MToWgdeZKC71IkzbCRSknTWm4bAn0dTv/V1qUwlzc/NqbVS60Tfd3prvLy88Kc//cq/Xlfujz19ZILhxvr6ynK9ytPj/tBZY2LsgJjSZLNd8jZzDmqTqbEfRyoPPH1IxHTwBPvGONebklILgXtn6gNcyZ/F1ci3o1OOg9ve+P12Z49gKs6x7/y4PYgRfHt74W1dKIid1JuGoZ7Xuhb5LO77nt5OUkSU0Jlx7AfDMwGqh1JNh9bNCHnq6D1LLTHC5LVCebLV1xi0EfSAox9YFBz5ZHbvRO9MhNZKBPWUTvLTL3RkihCR3kcxKMXTpkBn4CgCiopH2m5YRiCrx2gnMyzBwJJS/sjfK4Aw1+iAUQSinr6RtWoQ37oe5hz35wU4fXBkjkz+rPJ8ELQgNBTyXBNJgvgDrz8OohSnDaXpkH4GEJgPUT3rkj4mp0zG1eDqkRMNNz0Yklel4jLjs+jBGR+LDU4jOLNdBZ1G6zIGLNI5uru+zcQcOWUzHmgC5SG6duqdOP+/qAD0Oov1cl6wsMxAH3QmedKE0DErYr3ESaGypM0aiVxn05+/QmlC//CghtCxMhUIoe0HndFPT5A0a8uki7bdcevEUfDeKei9KglHBZFNc7JLCtMU4IW2d8bRKVMVPT1Cxm890xG6Egi8H09mzBgdm7+kvmxQ2i41XV2IMUHciGHAoga3Jug0DgFAVnSAeGRhmQszhoo1O5lEe2KMAiRiHFhkdHVvKsRS2kT4k8YLYu7UbuzIg0TUT9HuZzemdWFeRQ+9v++0trMsC6Uoco9p4tg29vtdh1kyRhTqFow2sHGkT0gVLTqGJlPTJMfrekmZmhSrMk9ujER6T1aHZDOSKlkyTNKFS5uAu+Qp6Q8k153CcKONgfUHZ9KOmaLvjmPHphWzI7d4FRbuGpWFBW0/GGWk541orWVEuoobpEmh9InSteIqqGU6i55PK7oPseP1KtZHUrb1fOpn0Nqz0LCpqtgYHbfjySKCwKIRe4d6SUaMgJsyr9Jac7qjFwGLLjDLfNL76WKFYQMLXUtLyi4xchr+kCmaIaaXTYwxUcsLrKfRs96LZIMCu+RqL78jQ/c7vAgUmK95UPwxRPo/68uvM+O+6ZrPAj+0/89K3lnfxEzpjbirebMvL2qKlis2Ky0qbNGaWSo88iwwFUKsyWBMg7Mxz8T+md5QQz4R909sNklv3NCIP+Vfo8MivatNKyVTIspZiZKJQesEjxv2+ia2i6E44DB8uULbiGXlNKkem+PXQhwdju1n879nNG6ZNOnpXY+NofOwCUA0+ylzMb9iFMZ20PsuQHe56KwwiF9+JR53+vffBKo/duzmxHrBqgoGOxzbP7DrFxXjxYhW8cuF1ibi8xOmVzFrYhBfv4q9td+xNmRk+uNvFCswPgQ0Xb9qOne/SXJxNEadGb5K+hCDmL/Byy+UXYbA9uM34us3Yp4oEUqIuV70rCyK9sWq0mNKwe4/iCWjUEeXVGi9wlUJPV5cfhdmYi68JzNkFKwqupOh+Gs7GsZFfhmzUb6+Mb2tRBiPv93ox2BaJkp0+v0Or1fa543224fuzzQTl1fG9k5cZ6KJmeEjsL2rmHrs2CTWiRenvv0iI/oTgNg2yVou15xkpUyprIrMLUrZkTTtIKoAW1srsW3ElMMjN8gZ5ogB37+rvppmpe9NK7498Ncv9O3QGdUbsW348gVvg25Bf9yIPtPrLAB5nqkxcKs5HJKheFkqo+1ZvyQIv2da4LzI56gdxHbDXr7gvYnZMmlIxqRBC7cPgR/LJIbLY9OkfH8IwBuGtYb5YHzuYkYd27NpKa9fiM9PMZaR95SNhruM4+UFV7BtF0H1HxLyuCzQBOpaXeD9h2rJZcWvr1iZGfOMffuLzvmR4NbRiLdXvG3YvenMPzbiSPnx1uD1Qnx+wNtXpYQF/9SvMZqYmq5kM4+OTckWGcE8V8wF3o3exDDrB50uX5Eh8MGKBo+zwTzrz6M3esqTl2UhonMMeZ4V05BqjJ4TZE3s1ROJzd6HhrT6WqOWCdKb8OwxIkj2heHRKbWkFCDEBk8pkOUw9+nfMAbyWpB/2xgj5ULgI5iXSQk9obrlowXWd7yL/dtHp6VEqRTDc/DYB5L4p9lpKRoAYi6j0wQHRxphelX8sbka4DaSne/JcbFQXxIa9FVTEx7jHEHrVZLJG6cfSrJMJGiSl4aZYprVqms/6+QMPMEUM7Fg5H+h9dExsYtMxthiauf/atV1tDRxD+g4R2tYFAaDyuB1VVplCpCY5spctHf1o9GPzjQvXL5+pSwrtncmM2oE62Xhy5c3lmWlHwd7sk6nWhmtJXDgHDnCtizniuuz6zcOATgoRdRC10HvXWCfA16r7kdaKQSFXqH1g2JzxkaDs2OhLrKPwfG4091oe6MweHlZeblemecZgDbSSNhDLCpIwC+S9T5SpiIG1NEOnVle1LOaZP2DwK1KfWEkkJn9JRAJEpTwtFhwih0aiETQw9MKwigdRgkltaYXZB/xlGeRrJSRHjnTVCkM2WCeg+JI8kJEMlFQrWWZRGXyXTkB+ZET22ytAYGgPSwTdDREjgS0ClI7DGmBBCCZrt0Y6eUSPfs6/WAzJLsj60LLZ9uStZUEiPMZ+9+9/h1ynv5TFpAXItquxIsiGiSJlurrhw68QIefhYogS51t/GShnEkKtGC4fCVIjSspHRpdqFCdLmrUqmQozvi5CZScloyCl0gqXy6ekmYT6DM826JE181rNpZiLGAy0cXz4Wdkw+X50JEXXTTGU6sbY0v6f5oDZQxY5OYm488jDZ9KvseTBtOh3xhN2t4oRYsmgr5/cMZ8su9YXfCjSwfsQY3Axk5ZXjia9PMWAlZoXXrrUtWk+GmUpSSMWhVJOGxKyvUFRtD7LSkIJQvBZOM0mURyfu6hFIGnqXAfGW2dXhJNdPXAsGkhxk4U0/1KtPH0zYiT1iKhmtgNTYBRiR0bQrttujDFYH19Y7ksBEHbDh63jebB+vpCdaPtAi/cdT+PCPl5uB5cGVtWNeO+UN1Fb5RiEZ9XivenztVyoiGwxxNs0GT+jMYj2S5aJNLlir1zHmSu9JjU5fW252Es0MnKlEZHQuxjyBeHo9GPB9WnNFQErD9ZO0yVaC0lXQJ1SoHZJ2rke0IFhqieOfVI9oyKxs5pDiV2V07VI5+h3vM9pblZakXPRkTmorkBmibwMQZMs+R6eXmKSw4kf5ci7WaB6DlBAjUppv3GkwqrickBMWmqXl60/soEETKdHF2AS08J3RAwJ43zyMmOKXq5zvTHg5gcs4o93eY7bHdseqU/acD/pK9jk1Hs/S6WyVKJ27vYEJevxCaDL18WrSUL7PN3TZ2mV62d/VAcZtek52SHjWhwWbF9EF3pMayr9rVySSLjJ9wH9uWrNoi5wn0AB35Gzp5geQOfL6JSl6pHcb2IBWCO7fdkUOV6xrCXN8Xy3h8CeKJAuxHrLNBuNAERTGLftR2KYb4qGY2ASZIOm1+IcoXuAoGWK7GsKixHg+2R6SkLLKsMLKcK7Tvj+wdjmiUhWhZds32k/GPFljQYff1GOR5YEUOotA3b3vG6JPV4kynncpUMyjpMK6wGk0x0GQU7dny7qyCcrvT7u4yx+0z/fJcXS0Dsgc2NOG66Xr1r7z4asR+MybV3jC5TT6+KBQbscQiAao69vRIfN3noTGqE4tFgXiWlxbBlgeNgrDMsMv/16yt1u2M20fdBW1+pjwfzf/1/MX97JUbnuG3sPz4hjPntVeXEj41YF7EUWuOYCuPxoeSo6vQdxT33Q5NTTHHHp4Tg5Qt+3JimmcxGI/aMVZ3qk3mrtLEEREbHrsm06Q3GpvPG5mSVQlyu8pdo6aFyDK2rHtjbC940oIKC7Q/JGj9vjG3HJoNaBfDRRY9vA6sTY99oDKJc6O2gxmAuULtJggQCDnuXb5FVMUurImZHU/y4WYgZdGw6r8yRzDojvo+HWFaTUtjiOASuZHPMCJgT/O6HIp2bGKxB4PNCbA91lLUyvGCXmvXkLKBt27MgtkzPCuwya7BSV5gGPv2i5/J6ERDyumB3yZWsp8loHPTWBGLFof+WGvx4e6P/9a/wsqrenJI1FDt8/zfs9VfGHzQX/M/6Kv8wxQ3kGTcO1bS1VppXokUOT+Srd/qSOZD6N1pXKl4pqtMDPUeFNFO1gez4BnMV47zHmagxkIlk4n7ZTEYCD7QuX46qZKdjT/+eBAkN+U34mQ6iTZwIo0XGMwfnuBdPuUsfyKC263zTzwp8KkxJR+59sIdSL53CGPLKiNGfsb7uRnhJNkFP9oeddGalw6AkHfUiAoqO3tm70dywEc8GLwKOLuuAWgtGz2ABe8p0uunzDFS7nTWMe6FaDjyzNxKrS/dMBrRixst8U6mJESQLXj4ZaqQjpU6dPpQqFGHMxVmmKiWAjUxWUWNrZlSDZoO9NR7brtqhqBcqcZayM1MRI6PvO8e+Mc2Vr99+Yb1c+fy4PYepl+uVl7c35mXmx+3G/Xbn0Xp6ZRgjNBD1iIyVLinjUlJSMaAolrg3mZ/Kw9Cfn/3cizyv+TRVzPPejsHRJ8lSStodUCjLyrBNbM0efD4OzIIv1ytfLivXy4UyFY59pzUN8ac6U3NdnMwl98AY9LYnwNcyNS1Y18JSBPod0QRSl56SMNTv5V5Y3FlcA08zMQ5KGGM4O04b8rryMLV3CU4ciCUSvT1TYAN7qi1OjyQYGkAMUw8yArV1JhGKK87YXcPh04BabXs+E6i/EgBDAqeN0STBUQ8tNougHdTbUnKt9ueeYfCTXXLeU07bBsVcRwhUO4HHbmccctKy/sDrj4Moruk0RQd4jFBR3EYWCSqUw072R+qazTXZeDaWkezpDj2SFRBIwrMJ/QmTgzyD4U7fkwETyYaJkYc1OeG0tGzJpilBp/PGRpqdReQUyfL7gDOZR6a0I3HxjIiy011YkpXoDbeBl0xpMMdNDJmRHysi8PZAW1gXxTuShYD0leGFsClRMdOUfXShgLHQadKnRxUAFYaMZZOSW6q8JGrFcaLp2pZ11rSx8KRJycE5iLZRLA0iyVQc63r/NumAHB1zobu7NbxMxKiEd5ilfe6jwTzp3vmM+wWzRs/7aWXC+h0fYivZNKXsSfIYmcgK4OIQ2k1u4FpTS8aADkUsRnoLQJKgKkfTAVeqJDDb54PjcaeNjbpcuU6pz90axzGYLhU347F1OhMjGh4yRB55IOCD2StTmXJI95oa1MDKgjGeD5aAlFxvKfYwulgQVhmnN0SkGazJ4Z6+Z5SeQDy53XsytEDbjeiiQncds67fO4T2T/OVcQKaVrRJRjY1MThTpfr+4NacOs9EFMZkFDs0mXTTPe/HT0CpFP3d8v2EaLnn4Rqn5G4o6uz5bPVdzXLKb7wYTwzZFUVJauZPMFWTURnTEqLmWs0GJDWMuLx7ou3SxDcBspIjFW0H/aDYkbKpQqDPBzrsixujK0GjmGJVRz8o9ULfb1BfsHZn+KCUi9523zWld2OUVWwpn//wNvmf8jUt8mdaJiJcbJ31K7FtMnothbjtjMeWRpKGN1fCzj1ZbJOotTEcaxvc73omPBkgxwfjKlAjhmvSvxTG79+JtxWrqxqvkVP05gLOpkkpPJn6YlHwhqZHY9e/b3dNQh5NjJdcr/Qdmxe4P7QXccCQj1SURSD0eDCOIO4H5rtAo8dNng1liF3lJZ/rh+Ka64LZgX39pqa1FIIKWyeur/Ci58tGyPdre9CnS0pOOvF5lwmsLTpfl4nSnXi/w/XK+P3fYKrYtULGh9rbL9jnjr+IoRMBcfsEn4nHp/aAulKG4T6IaAIji5rj0R46D7rTLahfvinG8PoKiyLBhy3EmOH2SawrvHzF6o3oB2M/sOWV8fkbltMkrq+p4O3E60V1wOL4VIgfd2K5wiUlMe3AXl+xQ7WCvb5i+64oa8RLLsvCYXdaMXyBsMb+93fa9x/0o1G+XKirPNDax07vnXoRwHO83xg+00ehJJjba1AY2Ax1IC+qfsAiZpW3I9lJOz7NxHHoPNsbtnUxjQ6tMWuHGC4Y8f6p69WBKW3pf3wwrgtjO/DTl8Sr2B9V68C2G+ybAGmqQOIAto7FQX15YURGypeL2Bq3d/z6StwfamLvB/2+064z08sLgSwra9c68SJ/r9hkOBwWUGdGEwuIlAUwQt442YhYP55GsKScNh537ek1AZAKnAVsWWWa7DPs8koT8B/yP/KJEXeiGSzA9sCiYAhUxQtx+8SuLyrSexMIXyT5iM9P/PYJy0Xsh7JL9toObF01gT0e2OWFmsyCMQ7MX4l//Tf4b/8V+/1/MqxR5otMH+93gfXrRHz7lXjs+Hr9f2LH/Q/zUj9XsomKDHnI53sMxpYMcHd670y1sm+7mhQ3hp+shqLhmunnHTEYx2CenBad1gp9ezAXh5PVnSacEUb1omYpSSapl0msxBhuuKdfoipvSgxqrck8UIM2kJ+cJ6O2t4PROrVogDSAMs3J2EBfY8HR9mSnCDzYzNMIM5vxEXgcLARTyowmk4fGSMBIY2bVRp2g9E4zyUSqV2oSPCIZJ/JQGYwhRq9U75a2CvE03y21Pk15xSZP6CgS4IeU+2Qjacj/xDT8G+dnRf3MVIuYDqIA0QeZKDPwPiSRT5pDH53WBy1Z20stTFUD4+563B3LYTUaFFphKs79aHw+tBcu88xU5FFiAbUUBkEbwcfj4PZ4YO68fX3j7esbv//9dzH3zKjLwuXlhVIK+7bzeCjZM3LY5ycTxhWmIObDP7AMMjmqA4L1YDJnroUo5XkvJFuSW0ctWpNecwB47PQcsLchgKr3TrfKYR2scZ1kWHtZV5bLlTJN+voQyFYxSVbgJ8EADYPMVZunk6Z6jakyTzO1VNrIxJ/YmJdFTO5cCX4GI7jjU804jaCk12Tg9CGQEjNKEUjkZrQTXMyzQZHGloSDvHwE8+S8rGkr0fqzBQgzsRhbypFcwxPSU9KSFjTy3AhTaumZNiX2k3qNHurz3ZD03iV36tHxIg8iDVpJv9CURjHASn4+pem2UD8v82p7Dn0jgoalF9Qf2yP/MIgSSNuoVAw0YUaHE+dE+9wwR39KFUhXXMJSUrLkAD0PZNfEwk4ZUJxRuZba14U4zZ7UOYoiSMcYKiBPRCplATzBFAfSj8WSClqLGt8ER7BEspIaNaLjJupRpMdFnBICN9yW50EgMEzNH4hFcG48BdNCGBtmSxrj+PNBtLHzJJL1IX1Ya/TeGP0GdiX8IUbJtGbh4WLMIF8U6cW0YZp1oYiYqONUzJakYTV6NWTpnQ7/NT1s3PF2MMyoXrPhP6hllYbuIYBsjO8w5Kg+NkWXURr92HEXO2GkFMjKkmsCoEgOkmkpZ2IL7WQl5ZFn07N4U+pGTQaPZC1Ep9TKHPEEsOq0qOFiUF9emf2afhky8tq3B5PNzPNCANu+p8GpUlp0kDiMjVqkt/ZJXjljyzVZDbeM7I2Be32CJVJKRt7X3ARycxkmsCSsEMeDQSH2bNp6V+FRFm0oXQiwZFK5yXh5bjDgmDfKknHibRDdFAHcZOCIDYpPjHHAWQwbtGPn0TsaFq7McxH9vu1YXROM0HWJcxM/k3win2fSnFa24VpDOcGxOuUBqemGnf4qXTrXcIEz1FmyCy0mnl4U5pQyq6HzKSeBR9K3qxquvhG1qrF4ItadMl2g7yL8kH4VsQswbXua8YrxE/unNu3li0hxUSATvbxMxP4pim1KyrCKHQ9tuv/k6Tz0gP14TtGGW04Scw8NI+ZZjeCQT0m4y6x3XfVc3yWPCjclYfgkIPu4Ea3lnjXrTKhG9E+ivUkOQSY+udNNTAHGLi+NGMkSWeFoeM2CcVnxcWj/rgtxu2GXjMR2iP0hYDKbYGY9p3p4D63r7UFMCwyl8thl0dp/e0lzeUk0om9Yd3mqlDnp5hN8fIf1i/b+qgmVecUe92RlQt8O4vpC//0HYxyM9sDHDGxY2bDrNxlczobXNRlgAu29CzCx0bH9lokwd2wz/PUXem/JGlwkU1km2A7iInNpr1VsgyklSZY+EdOUM9ddpoX7TSwbus6m6yvhk/bQx0MNT4Btn8T1DQ8TzbwmuFCGJDzI/Do+b2LneEDsmC0J/goYZV40vUoAl3ZQXl6Z9k7smhaXr98YUTFrlL/8ypz06v44aFujvX/H1xemL6/E0di3m9g36wv98zfKDr6+EsfGVC+U0ShzwcrC+P5BFJ1ptaL0kccDWy5aY8uqLql3YqpKjVkW7U0DxjplytSV/v13YloY2zs+V2I0NVwvSqKJ+wf2AJ8dSrIvXxaBJ4HOhd6ZwjF20e09KfLvHzJ37Q27vhDbndLlGzXKRPv8JLadUo1pvTAvF2ofcP/A11cgsMcDmgppy30upkmy39ay3pWpeCC2IoeMHrkKQFSbJKDFatUz1RI8HOmRltHE595vIWaYX68C4l9eBf7dPuFTMj5bF7h/wmUVqwpJZNk3ytdf4X7TXv64w/UF3++M1oi//5VxO7DLDL0zfvuhvf1f/hvWO0dd8V3G9v72C+P+Lqr+65cE6wv8/ps+1/TP7Sw7uhqfGBrmFDNJvZ+SkrP+zX/r2ldaP5NhFHF7tEONSZ2ATsnGPSwZDY8Htbp8ETJK1lBtrnrilL2TE/AsJsdP36G+7ZjLWF+PTzKl88/a+BM4MOhpyCpfErEM3DyZJ+P5u/oJoFjo6+tCIZjNmOaZPgbbLtPWNjr9NIx1Y+6SXJ7NYyRzWGySM3p5iAUA+qx2+o4k6Jn3wcyZamFy6D1oHUogoNOdjmwQ4uyL0svjp8fDGZmsxlE9j4uZkswFkFnu6MkScLECHu7QLX0lWhrcwhhdpqwxqOYycK3yqHQsB6snqwU1zwnMTgxm64w0eJ3rhFmyXJLqX81h32kPsYvevnzl7dtXpvo/aF091eWycr2uAhP2neMhdktxxW6bFiJ5galFgM4g10BTj6r1MBKcOhkXp6mrgEQvAjuwwijnMBFFOLdGT5PiwJiniSUyErjIgL+3A5/mNFJFMc5NBq6lZOOfCIS70XsTGJMek8WhdfWnhfG8Px45fAT1UOmNUk4mVBjGrr4WOC1eSyokbK689yYwoxRJKd0pXdHKVpwpv08EGSMvLKRh8X0/8DMe2CIBxk4MrZWIBNWe7HoBeyOQ/MfOzy0QVcOY7EtKPvdD/l14eucwtMef8+gISl5By+c3EiE4mUfmYtMGlmAbzz1Ccq/nG/1De+QfBlH6cUvWR1HsbDa8g47ZhI1sjOus62tBNDVNlh/YajIRhuoDSe96/qFrql4sQ21MetnYpHlE+sczj1u/M93ql4rbLL+DEZp6WoB1bEgeoelNzZueKTonwpYxuYo4s0QCTwq/qH+ETIae3s4ZEzZIc63wXMT2/F57egwHjJYt96yEFT/TXTY1q1ES9d3pLNRy4H7JJj8NFE+kWZxKwmd63zFPeqzlu/dJ76MAh2QsVma9596I6SIQqQgqtoLSNfpG8UUOyYmEWgk1mtMvmC2M4wOfnTgUJzfiwbCZknKKGCGqdm/JSEqviRMgi6HPbplIk8ZdlC2BEzJqMrv2cYiR0jwPuR2fFqIMjuPAqlHmqjSlPWh7Z2+aQnoJprcVi+D+eHC0E+ySBjui62d6ZfKJMunANxp1VvSll58SGC+TmCajc0Zcoywcrd8Q2jrarsmzSbc7Rk7uTBspJ/LZ99woTJPliJQJVN0PgjPuGVPxYTGwYZJ6GWJJpEmXDZnvBunHgw63dgw6M3086MfGNK3S4qYZFEGyPxI5PlH3UpLhpWIpvOl3j0NFjlmmeKBGbpL0ivmq9903rUMTY0p7pDbBGGd6SVWhbWfzOmN90kYeOzZcU8m2C9HOxt3GLulXdDGjmnx54v7IBCLSfqmpea0XTUVLgWOjzBeYjN7uulbLVZvr4Bl3G316Mu/+mV/j8524LAwm+uedMXZiNKJt2PIChxOPG359gaFnPKJj4bAPwju2XgWOtUIces7tTBo7RNGPyRnb0LK9vsLjHeZMlOlNe72bALlpgo9P7MsVny/Y9sCPTcbBY2j6MAJbVn3/sqqIPm46IGsRCFOrYisfe8rRcj9ysLIqRcwqPjWsP2BUTcp77lfFMcSwtJ6DgG3TWffIxno/FIE7r2JDlgLFGbd3YlqJIRlLf6jgYE4vIoI4vusa26xzMzadZaMytg/88sr4fteUnw27vuBvJtPlrTP6Q8aitWoy//KWrC/JcWzV8xDb7/j6RQzIcYe6Uu6DURxef4Fppv/t3ygvLzqz+k7zoITj61sClwNfqwAXc9JeSuwjtFe4TwKhQc/+EVg8iJoSK1NaGu2Q8fTLF2JXKloZG2VaoAbjx3d8WrDrCxwP+tY5Pjtt3BnHLtr6n79iGI/7RuslPTkMfv0L/ccPpgDmmTLNOIWyzFpnlxWbZlGBIwRSXF4kQzBNtC1glPR48ZDp69EYnz9kbF1kaNt9wTYkkb0/8HmG0uD+QwBJmfFvs5J4pkX732MHD+L2rhro5ZXoju0hVsdL1dm+XrWHtg3fbzBNBAe27Tg7Y0Avjf76yvi80T8+qOuVWmbq0bBj01m0b7CIpRqjw31/piZZnUUe9gRLH48EA4uA1UmgqF9WYvvE5l/FPtjvOpdqMmjngmezF4cAcltWJTRVg3YXqPVyFbtlv6nLWVb4fOCvyZDpTUlYw8RyvH7VcKMU4rcb9vaF8fYFfg3GvmG2Y//yXyQ9rPLfKb9+xSanfwDbgb1+xaaCt8HYN8rXC33ssF6V4PPP/LKSDGXVAOMENYqabbHQi+51Sobb9uDoA58rZ0KTU5gmw21gKDkNxNalD+ZZcm5PMEMMbTVclskaZ5NlqCZN/F7rFjgwscXMKCWjgf1MkpHxpyKVO6Op8Rt9yLMEhUIUD4IqWUDIqLKlXKmhWmguxrLMTKbh0jEMfMH3gz5S+pSSgd57+j9IJjDVytEleXMDN30I8ypJTG9M1Zgto29Lyoaa6sHiUHCmydg9AR+Df4xwdhdYYiZGhblLGpVlzGlZYAkqRVHT2vsQ8wfj6UyLUUtlTW+JI6VcugsJyLizH52wxhw15S+SgJwsa3d/9qSNIQYBp30uCbyoTt5Fz1CaTw0sBtv9Ru/By+uFX//8C9fryv2+YwaXy4X1+qJEzv2g7wdzkTFt653WOiWgKodZe7gpnCBS8n2Gh1g27UdLqwQS2LA0Vk72i3xKJD0pKf3CLAGPjJr2IsZKSo0DxHRNBq6AsE6tRUycvFYSlGuvHN1oIa+WWsQbOdlG3QrbAO8nK0QgXytdaaWQCUpTEhsKe8pWaTvFp1wnRvHKXApHhPxUiLScQOBRGDYXrOl6xhiUNJkdBqMF9wFuQ5JeQ3tGRherdlFNViq4TzKjJcEOgxFDaUmRayeGJLCWvV8tjKzFhT8k1YlQn5Mx6iPpajJqjp+MfyMZWyYAuIvl1jPA4wQejfRdiT+2Rf5hEEUXQlTqGMkiCbEnmCpW5JNh40hKjjY9M22OemAzlWakxvCMIZtcxVQRYuYImTrNY92KfneZCRRBaCc1sMzYQEwMA0WtCcXyYVBmigUDZ9jgp42Q6G+OkkZiZMxSag4jEliwQcnYytP4yBMli6SCjFysg0Qm7TS9iqc0oI+BK3Ubs04fhzTTZ8xtP56UP3mK1NOaQs38COh3IgpWQ+hegWhBlEOgEmnERRrLIs+T0016jEOpCk2TfTWkA+LArFIuX4g+mCKw1uT27JXRdxQjWrAoEB9QVoFqVYCNJ9BQ5in9g+dslKQ1DA99xtxIR1nEwOimKMyu/HmaJlfR/mGa1TvjULSljY6PzjEaPSr7dsPvLuZAqJj1eWKqE/M6U0rwuO9sj00/qwnEceSnYf2uZqlo3ZHpR17OgyZwk8O4EHw4fX9ab0S7p0GyNtGR1tHj1PEOxGwxGYyZFfnFRIIQbjhpmhbnWpTZrfus65ZrzbxAGam2iSwIRhY4KugtDmBCcYQTw3QIxdAm06fKoDONLG6qC5lP4MdGMk1IzxBzwoaamjIDh6aWjqbWJddESaADaeRPPyIl3qixdi9isGQRpslEMo2qWAJE1/3vu4A5G4xMSjr9mNyrSEsi3mmDHgM7ZOioKVBN4ygZW9IyPWaEronL7FbpQPrv7Jua4TqpqC+WUqQ/hkj/Z311dyWGeWGYkgsMsQvoMhJmnYjbh+QhxfC5QjVFCvcqgMwd9oeK1EnMJV8u+r5lfYLLo4nBxHzBfYFDk2Zs1X79GHjs8PqGPxpeHgIRL2/a8wzYD/xySTA9JxcRUCbF7LqLDbJvYuYVgZT0AziZNw0uV7wajjT0KvSRXPJo4B2/Xn7+fZ60P9x2TdDrBC20z1tgx048boxtI97egEIcd4L0VtoavqQvxG1AedXz238nRnqL9cBWl/zudpekqIQSq243yuUCFKyH2Cv7kD/LOhE3Nfl0NFE+HtgyUb/+N2Lb6PcGsTM48GmFuGG/vxMvF+LlVd8/XQRYuiKILZRIVBYZ+dr1Cm1gy6Iptg14/GDUWYZ902m+esDlBR4PfKoy+L1e4fcfxI9P+PJGbBvjfhqSB94bzaCVhe37jXJLH42WrMHpQrlcmS4Lbp3Hbzv77QYvC32/42XGtwG//Jn4/jcKL3gf8rbZGrZUyirprxeXB1kOJwQ0K7Wobzvj/e/wehFQWBXXOaarPG98EMcuk+Le8VXns80TPDo+LfJv6lkcghJpDjEh7HLVGrRKPDQoKhbEOqvRKRNjF0BGWXQGffwuj6iC5Gb7Jubq1jh6o10vzMDoB+ETZVmpZsTxmYD4wKeJWBTZjSuVaTxuxPoK+13r2Qwed5hnFUqnx0mdxdiZJpgvkuSlEaCfzMoeRJWZvPVBrPlnZjgOfH4lPj+VykRIUnO5SOYUYOsir4Pouu89G9b7J/b2qiJ5miSJevmi63j70FAnDfPdOvz2Xd4srUE07G9/BauUeYbf/84zGLcs/w/tuv9BXqOnp0ROaE+m9vhpAiomN5x1Cl7xc/iZMvxj3ylulGVRnUjg80Q/xAIwE5vkrN2HG9ZdRCckh/aU13sXED0sG98ir5OnCW7Kis0K/VCqj1XV4uFGGyW9TuL5Hs3SaBP5uuizaJLOkL+GG0xFiTGDzj6S0YEazXnRIPGegzx6MGjcWsfdmUuheFCBQ8iOhnR2RtnKS9BQ7LBA2/NGyIizWnkCR1NV0zv6EKNA1ANEZknfiX9gtpwNRaSpaCkm8MtkKHs0Na1KmXFab/QBUymK+601B1eSdckYtwgUingCbcX96T+jIaWAiJ6yJ5Bnxp7MhXWZmSd5lYwcjFl+X8P53HY+3j859o231194/fYLy+XCcXSKw/X1hfWyAkHbFUZRqmT5hXPwJplGH/n5noNBXfsYnWPoDJ5KYZlmpXRmX0MVyCVcyZ7+M7jcssTWE5dhDPWM85S9qOtejT44unGMSEm+M0+VYvIeGqjhN0PpUC0Ta9O/cAwYvaVxslgUo3e5YUTyKExj+2o8QazI4f5JrijmDJPhrfuU5scCcsaxc3QIG8xlTkDzZMiQcdjSgdjJaEqQb/QuCZdXKnDaivSe/oknKyeBDik50HMQPMEsqZjUFw1EePBS87lIbC/fV0+vJEMmshGDPvRcjZB9hxJi0xPoxAcHz5owklWsxyqS5HF60vzvX/8OOQ+J3okCF6mN8jzAY2RkmGXxrOBoXTxTwR2hh4s6MJ8yFrOLOVFKsh/STDN6UoHQVKZMAmAISVwywvU868zRJOepI8tY4Sx+LSlj5nLtDfS9kd/srsNgWIVoKt5NhnAaoEtGkrm+FHf68KR7OS2GGtcTYDKh22M8MLRB+AiiuFzMcXA1BUKSoe93jr6JvWFX0dJtQBXV3Dy1iFbwS8Y2Z3PINEnfGQg8crEzKEOKKmQ+526c5lHhA7NVJoiAWwhoqi6njy662PBXDiMXZAdeddCNjYjKM4y6ptknuo9qPuXzYe6EF6XQ6JYxzBKC3KAsKlKrvDAoRvjCKeXxadZ0i1PV6AQ7YTPhMxMdLzPlcmGek643OtvW2Y5IPd1OWIFxw+sLIDZMdVGprRTdlzy4YgzpzhMk6k3eOCP1egxPvx3R0/q4S/KiiBj9f8qYTl2mWFBVEzqXU7xb4WnUilHrirWN3jeBlnT5zwyxWWiSazE6w4vi7syAAzPR9yw0fWBs5yOYBtAHWz/opTDNExOTYvkyrz7SdFkMxtRVjjOFRxfGQ8Uw85Ja25TqeU3WWZpfJQUWG5LMpHznKQHJr5HpYUrSTvlXrSkBMLzKMDe8UqozHg9dv+iYzTroqqu5nFecBG56+wdWTktw7o5PKowFwYRQ+WkmJplwuVdiKoxj0+F1ygr+SV/DBlErfduI2037cUxYfdGT0QbWXIyxpWI/3sUImVfR+KWT08Ry6di6wvff5ZkVnVEveBo2WzWsDEaTL441NaK5rWOPh2j6n2C3BzYlE3B+kWmkO17VAtF3aMjAtcjMNorBbYPrmhO1nHR2sWLoIVPUY1ccc/pvxWODVX5N5k7M6RfhM7ENWKoe7WOTR8M0wefv+MubUuq2LhPT20Ng5JsicMWWKrTf/0ZvjledVx4VqqKZlS4CLJNo0g52hzMi1JeV/vg7g4kyUILR/abT/TEwP7C3N2iBr5NS6axTfCFuRnjF2844dmwtWKsqdtLbYsxiUMb+QZQrVit9u4mRMx2SVl1f8twa2NGzgDb5WNQJ1qumzwn6KoUp4OM37PpN8t511R40GfGXX3No0fDXV+L9d/rkxPEJtgpw/uULVibqY6MsC2WZqEvB+0HfO9sdWjVaneH2LubD979hb18F/FajzI6VwKoi6EX1BdubGHVmWGuMXXvJmdaHF8bLq8AdOxg/PjiN9piToUKV/GXf8QMMMe78yxetWTJZbE/DwGnB316x93fG9990Dh4HvC1Ke7IZv30wXl+195cJt5lRHTtu+Poin7QwRtuIzx/4sjL2g3J9of/4zmZGe7kwamceku+WyyyQ+tgkHcPFRIn4Kfc6m7nQtYnLCz5PMEx13LI8axP9jE5waJhyGs66JJyGMY4N9kOmzqXgTRJeosHrNaXfAk243XTWrDPx/Qd+fRFQv1yVupMgub3+gh8PFcA2iPaAG9Du2HQVU+b1DTsafV5hKdhvf8e/fpO/371RrjMxT4zPH6qHLv/kUs5QYxGnyeuAYR2vi4aFmfJIyE8QL7BvGtxlA9uHgBfJKOSpUaZKb4NR5HdEqJHH5dvhmkwywtJTb0gqVJIB3n/W74Floyk5PqXSRigRxyRpIYwGRB+M1sXOhmeTG+m5IMzdMzJW0/hjdPbjoNRJnnwRlCHpkeQylk25fDCsBKMXPhNMdTcoztZlmutZCloyJqeMf7WpShqTgA5pQGsYtYgZ0qMjE2t/9j0FAUy1qvY7G+aR5rynVFJuCJL2WEpdIpT2I+Pfll4QOfCjJFsiPwOnMW9gY8iLJYxL1QCz9c4IpS65y9B1hFET7GoZX6uSXsztOimJZ5rX5xByNIEMfQismMy5fXyy3W+U6V/4+usvvHz9yse7gi/mdWFesqZrBzFaJggVnCaeeASk942BEoWQoS1j0DvKY3UNFT3fp4VY32PIWLn3QT8GfpUlhIaxAgW6gcdp6poAB7Afg7sLBNmPHUl9qnorBl6rhpJphEwCHTJyNpZp4mCwDaNn7LyVgo8m5saQJ6KPlKBOVcPyOBn0yeBwT3Bp0NshZlXIhiIfNwzjaLvCUUIJSGIJGcMKW9sJNDN+9KBYApGFTPwRWWKcgKjZ83qQrBfG0LmI5GKBAKDqYq+OoydrKWREnUNrAYMycx6RHpWe9wrS+kE/syRa0pPxZXktBjm4fj5ehs4kyd5K9sUZ+/uHtsg/bixrzmhKzil1UbPZHlg00aHLCt7ELGhdrJFaiLFjfYhKfz7JYWKsDJKPl0hR6+AmZYs5FocYFK2lgakQ7GHphu26AD4lZTSkj7IibX0ni9GcJAliEjOCOLVnxhl3GnkhAzEQOkr26GMHy3hDIlNWEpUcTeZ5qfM6JUGiMh2ECY30Uhgod9vKhA/U1FP0dcCoQv6q54TF5MDMseF1RhY5SScb0pgyLWp4+wCc4cFUE+1L/TXFJWuKBDasqiBsmjpaLWpGW1dUafFnc/w0b4ouoEOWWDnVu4BNyQgILHbCL2qW0z/DCCIEkFmCarpvBecATKaKaVZsJq8WAlGJuwzvgsKYL8R+J5qkTzYa2Dvz9CvX9SKQCDE22tHY7gd732Xma0VsnRjAFaJRfMo0ip7AiEPsxB6Sy5D3s86i/iVd8iwMAsvDwAGZNVrNKMBhmtBOC24BvmJ0aboNGeCZ1HuKEDYwkq3RdI99Tld4lyltmdT4TSveR063YYxdMiMzUelOZ2o3YGHgUFPCNpTG07rRbztjGsRUqUVIbjm9CUYnaJQ6EVHl7TtSM5mO/ZZsKzCBmiEtZmT0s09as4qC1sEtDyUn2qYCO79Wz2zoWqQxldmchcI5qeqi1tcFEHvMYlPzPkKO8jY0zfVkWdmpMDVoN7AZrwvj8VfK/Iv8amrFkNRgpJTARqNOK3F84vOXP7xN/md8RV0Yd0mz7O0Ns0o83rHjA24N6i/ABnew4x2ub9i6EtuHzIanr5L+XFJm+PjQ/umIgWZOfO7EXMQImSt2+5QUawvsL2sCeyFN+X3HPGAKfL1wMu7s4x1/eZFUxUzG3B6aQo8GNiXarn0dpLdOgyw1AGWSfGsMYnswHj9kajtCjJpp0tS/Q3x/x17VuCoWVqk91Kq0n/oiE9LLFfoDPh7Ytzcl2T1uYBNx/2DMC7F+wR4bZbpg901muQ58/F37YEkwJVZJPywo0zfJLFqD6U1nWt3h7YWgM253RTqHSeoE2L0Q3DNp58DWF033j0bc7ti8aAI0DGzDY5GHzZcXfKxE7/R9e3rVRHWCBX/s8CYZ33Clyum5q3ATU0lm3sgDyW5YrYw//QuxN7FAisHtAeaUecE+PvEyGPNE+/YLdvtB2CIvp8/vxPGD+uWNy9cLZZo1xS2FdguO9xtH3xkFxUj7gneI61fojbJ3orwSW5PR+FywfmN0E4uDAd//Bpc3+iY/srOhG02GvOP+IbZiM8IPgVzNsBZiOL4JHPK3L3g7xK7oHfv4ISBnBO5NBW7NPfUmWY5Nc5oKA7dP7O2L1nQplOjEvKpW2jfoE2FiXxgNC02yefuFmCpePhVVTDYCbeGxb/Rl0IsxWVD3hq9qRKIf2LbJDNYzyeE4BIbWCdbQ59lzcpq+R7F3+Zn1hl+veF3F7BpK5IpMURg37RHJA9cQocmg1D5/6Cy5vGF9Fzt5Xgg6fv+kXy56dtuGPQb88gqPHZsmvB/E/Qc2ViJrIGPAoxE//hVev0pO9uNv+F/+BT7fGV/fKEOMn7EgP5b3Tv32K/z4DXv75zaWzYz4HETEEygbXZ5+jjFCQ8GznLe5Km2kHylHl0TAjGwYCy0lQtHiOci0kv6JIyn8VgkPxqHUqAEwxCKwHLoqJFes4da7GByR68zkS+deKU31T4Qp9NFkdHvauoBlaSfvqjYa+xg8jsbHtuMRrLMzu56tGAod8FKVYBIjGzaj1MKUQ+NxDNYKpQhgaZvYu8OV5lhxsZPzDKo1/SiS0Q6nvMk5fSgF7nSKq37s6O8eBlQBRcDJio/eFE1bPO+S+h7Lr2n7TtuP7GicNoKSLILRs99A6olIwKxFGttilFK5uvHYdnrAEZJFn9YHzcWKjDSiDXe21ti2g7lWvE6SU7gzjgS7QmvA0qPmfrtxuz3A4eu3r3z75St//R//E3NjvVyZppkYwbHtKUFPT0rUexVI41jVuZVBcdk+tGxLiydgN4Kept6eRtunsWrvQcPZj/YzUeiUiAxoT4ghONBzcG+NvY+Ungg0q8WTpenPXtKfrJEELlO6Ii8oSWn0e0YmW+rznBL8eZ6oRbHZdIFQ4ZItKQlUoKIs2grtONSBWSbl+sQ8SQ4mgkTRENPsuX6HKWr7lDapt8qkxXFQTZ4xP6V3+gTVM/UtGW2WCo5+XlsG+5ABBiapU0mmC6HP2CNBq+fzIHDEM4I8hsbrRMqH0xeGGAwr6XcjjkdHgAyE9ji1MUn2SB+cP6jn+eNynu2eh7iYFJhhNkEcipxDD7BPFY3NJN8Yo0G5aMKQaJ55TvwnTbdjHGq3k6baj5TWICMfs5YoqqbV8qWQZKJM58Q/L0rNiK68KmbJGojkAZkaXhmDdkipT0ba0PpBNWVHczoE+1UFPXLzDQYjUq6A2DTS0olVMwI8MlJ4NCLkfq9UkYKNkonO0g+OLiBp7INoGzEjHZsLgCnFhNCHYimFC4kBYWQzzWBEo0bBSG+Kkojk/kBmu1UAiun7rSxEv0MvMO5EXeU3cF6jOFJeVRRPRqhJ7YMoC2FB9LsOC2ZKQb4A5adPyIiSYFM2z2iPKcTTiVoFd078zQiaWC2nDrGILiaG0UywPb1FvL7iZWJQ8OOgddMBuO/st3eiWsbgPhIIS0bFUDpRsaJ7yExvu6allpMy0Hq6f2I+E0Na7jga3QKbFnrT5MEBtzk1vHkAYPh0RliT9ytd0quonZDa4mhp1gr4jLuiVZ9UNJcUKaIJZKqrnqO25VpIircNPJDJau9YtJSzDenv54m+P+j7g6gTe++0vjHXhWmeRDlNMNGKfq4QLRkZe51+HnBBAjmeN3WSvMlqrkkhvqOL6hkZcR5dZpenuSbFibHl2hTzBnJiEiEX7TKlceyR/kuG1av8WcbQXlRgtJ1+HBh7um8LjOPQ7/LrK9EOorxprbWHZAvI68lrAqtlUaMZBRvbH90m/1O++v1dMem1EBsC+coKceCv31QcPAq8zRiSbMTtA8aOv3zNOFMEHBQXGHu9wlSI2x0vlRg3YrkqRv40wF7fsKU9gUvzXesGiCHpIAeaKFOxtyqzZctD9tTL1oW47zpvjoFfVk3dZxdwsmp9xOe7/CfSrycY2Nt/ycSUzwS0DxmaThMxF0UIv8DoO6QEw46A65X4eIfLG/x4l1zt9eV5NvV5UdFVLkQx+mPAxztRFk0Bl6uK9Omi6NWYiO1dgMl1yWLkwMtK9N9lzvcoOn9//ICXK76+Mn7/DWrAehVQeaau7FW+LkD8/ht2fSW+fsOa6PLExuiShMa8YKMR42Dcf+B+lWfUjx80hzItFOvwcYOXN6LtAkSbznxaw4cz9iCWgrd77iOI8aE4BjXMTcatFsnOeLli94fqgukCBPHxoKwXyjLByxujyGw4Dhj7jeN+Z79/CKR7+ZXY7prSpcGdEmNu+HQlIwTpt43y9RWzyvjxHWqhLwv2279l6tBdYMz9k7G4QI5wXctosL6qifE9i+u39FjR9PY843DHXl7TL6Yybht23IkN4gjGi9YI+wG7AGauK/HjRux34MC//knnwcd3+npRstG8imW1D+J6ka/J/omNSZP4aWG6vjB+/zv89jvj11859kb0jVFn+rIye6G0pvphrarX4if47etFIHgyXZmmZLx2sc6+/12yH1eBfX6fmVh9Nq3EtmHrq4ydiyaP8XjXMKNUYslJ4SEvkrHdYLpg6wtxbPJKO5ru6zgEgk6S4/LjO8d+YMdG3O/axl8uAjenQplW7HajffkFw+gf70rQqgvxecOXmhHr3xi//VWylPvf/894GAjrAAAXHUlEQVRutv/RXunvEekxIEprF/vHE0yIQT+yqQvFILtXWj8EbJjYpO6ufXZSQ936AQOm8lNG7yNSOqAkHctJf+8NhskBwH9K69XmGCN/D6HfHXSZsZKpO1G0dyImCEiC1Lt8Ujo5eLZBZ3CklCXG4FqcdZm4rCtlWp5yn5rhB2DJKm7aytxZ1pW9HOx+ICPdRi2Fnk2smdgi7TiUPOSF4mKGuKnJBjWGp6TknOwPgh661kSajGYJ1kODv/O6lJp2CLEL8CxiQETv7MDehiRVkPc4z9q0VQiHPhqVSsUoU6G1UEPqweRGNROo3LoYQJE1qLpSOPJaR+61vaVRrmKyJ3emUtNLRr6FDiljFSPo/vHg8fkJY/Dlyxu//OXPzMv/h6N36jIxTdm/HYdA7iD9aRI8cKcmWFLTIDayrvDsAZvJRNmKZU+nPk1D5yB6UGqw7XuybAQkifGjoV0cjeMIsMDagxGDOYIZ8Ml1voyhGGFI5o8Gl6WA1crRR0qHNPo/3+c8KYZ+5/w33XcPsFKYpkms+icyKHVIKROTGxMLR2uMLok2GPuRz7PQNhw43T6P1jQwPUFDc5EfYggU8SJpaEg61ECMfwY1VMdF+hCZqwewlHNJQpVPuGW0uEcSLNQvReKpI5CnUKlYOGEayo7Tl4Wf0d7ncyLAiARg0qjazi1NAI36IhAbWc9PRKRPahIW/sDr3xFxPEN0sQqGPAWsGnHk1MMKY2+cqTmCA4uQ/7ZrQl+1ILHUj/U9rxDpv1CVXBznZF4eCnp1GJOow1VGcDLo06H7/DrjCaCcTrtyWnbRqCPvivXcNV1Ay+gqNqwSnprBoU24ReeMCCvIudnT46WZGB9eJTfyfFCd0/9hyimq2BVhE8UaYxgtDTrDCr01eQ3ML+q3j5067ZTpIgM9kxQjssmXu7Flr3lm3QfFB2W+6kEaTQ1pNvTPqfwYesaaWBbiYolBYaUSY5OerVY8BpaTAKuTaNxlwcchgCSdxkcVIil/kUFsethG01PpFoo9TtQ94oCoSUtDGssyURSWLFAiJPlxk5GeudH7Qa2F42haI61xjJ3t+ydeDsIGIxRjzCTfFjEdkgliMm21csVdtLHelUYxelDOIrFkjHMPoMqTpaTj+FTTnKnJt2MSnZI+ci0CJlmIUn16fu7AozGsZIyz4i9LLZQhVNeGA53ej2wCLQv9SSkbmXkvRtchUMZyit7FIgoz2nGT9Ce1sV5mxTceO6NM1NUZ7cHYB32e2fZNuwgysKrV9fVosxSC4onu5m7kIK+LNFxsmzahAvgiYCckvTMaYRMkfXEcnwSrNtcIwhYBGjUb6LKKqeVFHz+TX0Z0fJ5F1z4eRIykdR8Qribs+qbNNplfWMGXTP1iaAJ1ShDLhNJfLM19u8wtq4FdGe1TTf0/82t6UTpYG/I5mAOPmsyhgtVC54F9bsR0wDiAFZsv8HHDXlMaUOTaP8ZBvH8QH/LNGLc9/RSaGqnHIQnOYxP4Oxz8QjweUFZsz0OvFHkFH8mA9Egz60iavzwoAmC5apreNgFw11Xg3ezp3TDg+qLnay6Q3g5jf6S/xCIvrmkR02RX4lT0LYHnHN1NitLmOKBe8McG9mD0KiLmsSsN5X6nuxHLSt92YkKJLcOI+ztlhCIUry9wWeDjQUxX7Kr3hGnaZBw0W4gwStmpl28wqXG2XVHM0Tu+HwJQLkoHisddMql5FbOrB16d4Q+sNawsouEenzJznS6M+wfl7Vc1I4cz1kV7zOTQDF+v+FTpj7v2luOA2SnRsbuGLZb7Jq1jy6w97mjYyxVvm2aXgeoDT6ljLZQ6UY475XWhfxzyvHncGaPwef9U0W6ipI8B8XLRXvj4oJQL5jseLrB1nrFelEp3MjM7xLbjI31ajgaPIMorI6OlbSoYV+HDjzvmYo6yXlDMPNgxZPR6/aKzIj0HuFyx7U6UjEWeF2IYfllgMmzf5WfQ9mece6DaiL3Bt9f/X3vn0txIjiThL/DIJKlHVVd1z9j+/183ZmM93SqJZGYCiD14UGN72trL7po1/FSHkkglQQDh4eFOumsMy0j4xwdeT0CSD08Yy1JMJFDOUo1ksOWJ9L7DH+/Y+Zm0XuhvP+jHzvHyBb9eGXSohZIlq85Nr0M9iSSqNUaKUpiKuiKOQ63C9Z1hKRRiUqPaseu7c2zySOnyK+vXN7xcpNDcO9QL/vaGvZzwUsj1rL/vtKj9fT/g0KhAenrSWfOvf6p7++27SBISvTfy979DqYyIZB6pqDPrHubznbRmKWBOZ6ybvkenE6lvjOWiuf9vf9MzHfv/wYb7/wiWQD2c0EToHB09FEsgSX2ttKZGWTJF9I6mcYaSq4hyCA+lxOiHUqqis00PDwdTx5sSGTvd5YMXo0AAD38PXX1DQR6NREn4VQCnnETKfHb4E7moeBzdaD2avcMpxUiu9I5+BEnAYK0Fq4m1LqRaObq8QEqWokVFXqgMTPGqj5jWUjLdB0eDrYugUIMqh4JDpE9vjZqzxjRNjacSBWQb41OdgEMqJuLCnY5Gcbo7W29SQCeVwI/fr/Ekl99IvNYw4p7f8C4T0WQePiZJf1cPgoGIaHd4jD48RoZKCpVMzlLopULKqvu21qhASQY503xoX+5Ng37HQe8HzoIlERJ7l8IlZXlh6CWVgtq2nfe3d4698fryzLdfv3F5fuJ6/eB0PlPrwuiD+31ja4PW1UApyTS6aa4GjnuQDGoQ7r2zHxoPWUqiFpEQHaO1TiqFmrTm9HkY67LQR6PvB219NOzj8aRK88bRh3wZc6VkETeOrtE9RVQ4YR6MaZyHaKLiIYII4oyHAghyzvRjcOw73ZKSes4lvHoixdAeivkEJjexbBa+mIprzrWSt52jNVq2UFgVfUaEf00QXyVU784gP8guk4hh6w70sBCANDql1hCURcKWOz2ZxnyDdIsWqYg1iBQlkaI5q8k9ushNeUc+nvNDGSW/k3YM3Stdo18gNfwIwialUK+UrBHA2D8c1LR31cIP3SzEfqSN7ae2yP/BOA+EcUd4H4SEPklJ4BEB/OB2rES3rO/YegqJvx44rekCnCpukWpijiVIYzBcbsrgtN4k/21oXCjVmCduKogHMmdKsUJdDPZDqqV5SfQF6juPjHt1Kx9mPiFfEn0hkoEwv0lahBYbi1n4hViimxhpkvwXHq7KxRYM5VfLhDORfWUkuZvTmzbHrgXrPmijMfxgSSJocn0mlxBDdcf9ptfOibE3XY6DuR19cDTFpeVllW9E2yPlpkcMrUadPCepcsKt+UHwJFA3yIYucAkerhFkZdorinih+x3DJFlOF+COt5W0SHZfLeOnZ/pQpBdujKPR+pV8lpFfKhqrSq19qhlyEDu5LNr0+iAVfSElv9FhkDk4Ug59YWfQGBl6On2yjYwioz4bpPUZC/Ncrd9EZielFd9vWFVhl+qiL34uigA28CKPDXIl9KTy5ikiKzSfqAWiUZ3YwPAYS+o8Zr09lVD2pGDm9fPjuP9bSjpaEC5VqTeWwxHcRQwhBQ59183GdyydxJpXGO2ubSIvYaCki4w6JXx2M/ohc0NKonvDPbN7Uswrp1CEQC4us9oHY953qBeNm7WIbNYuFAqnB8XiQbqCWY+55nsoCnIUIEGg5Az9wOoZH4f2he1NG7frcEyPeMxHZJ2pW+8u0nZw4IdDriTfMRbG0UTS1FUjh96lIEgxMoRGzMw3xiikfJb8N8tY0T1jaX14Uv1lYe3Ai5IrOJ2xNWvcZPHg8q4RRR3qxKdnjRdub/jLN6nnrIu0uP3ATmfs8qJCxztUYg00+SkUjeOM24F9ecZvO3aSgWoyx8ohWfixkeozPDwXmuP3A3u5YGUEqeYyLr9e8RKJBDXLQyc6D0aCUjRatF8BKZwsVRnkhmcSVT5Gim7d1ClLpijnlLQfPr9gNeOh3ORywkYh1UWX1m2j/3ll5BW/rIy90fYr3K+ksUih9vorxQw7DjwZ9ucf8u2oK75flYZzHDKHc2gG6X6nfr1g50VjOZezNvGxkk7gt6u8tVLVOVgU3ept0+Xk6QvWJYX23bB8i4tHw+4Am9QSbZfQrG9wVGgfUDNpOZOakxZj+fqV7p1+6Pcdx5397QfltyfK+0Y6KZ0p3W4ixZJpjR0H6XzROhgDO19CwpylKiCT7jetj+hwDt/plxMtHNDMUSrR7Z3EQbp8ge1DPjD7pmLMGnY6M+5X7PyshJjzRWficobtpujf1+8YOyxP8NGInF9SuuBFalZNiGUprXJBUdHIS+RIpGWF201xwEslmRR1PhyWxPh407mMmhdOxRaZJCbLIvFzEE9+aEZ/f4fTCe7v5PNXqEZ+eoYff8qj6+mii+L1AzutUhW+nFW8MuDHlbKcyJcXRXKuK62esFuQRQkYTs4DOz5UzJQFbjfs+St+dMb+AS9fZHjvrvjiFJ1Vd423DZSilhK+vUODVJJ8qwypEk5neZd8/QrXG/m54r//A04rPgq+beT1hG+NdF51tuQC337TfaE3fL8ybh3WldRuOoNuN9yc9HrRiNjo+PkEK9pjugzkuf/J8Cfs/CKScMmMP95kl/Z6wsvz//Ju+/8LI9IbkwPpEQI6IDk5l0/Ze28xEj261kri876alxqqBvkZNG/qIlsUbsdBHge5LhoLsFDAGhrWGeHJYkl3Jw8Dz7jv51I5whC8kFRbRFPV88PvL3wPUQE7QvGgiRcZyI6S8eafjaeHr0POBUqleYw2JFii2bO3JhIn1I96v+MzGeW8rBQ2tkN3qJyr7o590HsQPkCvRefVGCisWJ5w+34w4q4ihc7CMGPoNo63SDQZGiGhxPtwRxMBjzu+/FEeXpaZpnMvlEaE0ejjfuhR0OquPEKlozuqmVMzkXQSBrIpsZbMY+BCXngq4s07qY/wlxncdz2PlCs5F9UJDvfWaW1ozRCN4mS6l/fGx48f3O93fvn2C19//c6XX76SfPD8dKGuK9t9k6omeJJs8nwa45FeI0WK0ldc9dih9VuCWNF2m8g2aB363mQ2/TBIL4V+NPYIQfDjoJZowjms2bClsh1SQecwwJEZv6kmdHlNEkoWRybHj/+TLJFGxy1KCUvR+C1hZutSNCUl/yQ3So0ph/AgGQPVIynRDXwM9cAOjZ4ZYCWTWtP4+1rBpcTpcQ8YY3DkQs7O8ulp1eJZofcAtK629yc50Q4R8Un19yNpx43wpJE3iVkY/AYR+TkihMW9XAoZH4MjCJdkGrMa/lDXZ7LFWB4RVhHkR8qiaoYlnUtyqZY6Jp7P43Oz/0LopE/y52fw8ySK75LrD9PFaSxilUGeG5iyl0d03mNUhrrqIuADUo1RhCi6wtdA8g0xwm7yZ1BFlkg1MfoNyxctuhzpL4tIHBsqAGU6iwpVnD4gEzGx6UTG6BHZOoaiWlN6MLRdxIKLWR8W4zgjknc+pV/6kBpHEDaxuVmMJ7mM4iwb/diByiNzeiTj2BupGM1d5oMEYTGc0XVAEFKwVGS+STlLgeImsy5HRcDQRuo9sx+b5MLB2KkbF14bScZ4tChSPWmNWSW5FDSS6A79/bbEzH8PM++ublTVgZrWFT+AbnhZKUvmuB4yAKqZVCtm49MdulHpxxYy+2f8cI6243XF/E6thlX504wxSOG7wkAjNG4yMss58tyllFgMtv0DUkSXpht4ox87ls6M6JKkegLLOoCz4f1Eb39Qltf4XJZgq40SXzIcEUJJ5lqP2W3KovUbJ0oqUonYZ7zzoc6JTt5gvGPtDyVBDYdE/0z50bJa9XtcfkAAo2/6TsQakZpD1wTDw/SyyT/CZcjKEMlIbKTdm0ZaSiG7yKpxHJAhpxXGxrCuA2upZORfsx8H5dhgWbF8UXyxWiwiT3tjHDeREx6xgSOeQ9aULj7weC5Y11ZjSu/C5KfySCeiRwpQ3ySltI6dXuTTcFyx5SJFCU7yFOavGivMpvSmlJ/xccWWs7rJceCMdkiRFTLVcWxYKaRlFcvdGuw7+fKkwiZXzDd9V5okwg/j5L8qRla3mFzh4x1sYXgjD0Wd2nLWMzaZj3L/ENHw+g2aMY4Bz88iytYwarQhYqsMYMAO2EpeAIJ4fDH48aEY262TnqSmSq8yFbe24dvOg8u2UmTqucnPhwb2dFZR+HqBveH3Xe8jJewsny0bBrcrnjNez6GOcEDqM993Xa77nX7tWN1UhA3DzicoKqJlbGv47V3KzT4Ub3xZGW8/sLowto5/edF+m0Smel9lvnm/YfcrOQyaef0CHx+MrJHE5IYekBSgfT1x7O+wfeh95opfN5F+1yt5ybhv8P4OX37DmosIXp+wfJMHxm0LJcEVW8+kaozlipUzNu7YL7+q8dAG/ut3/MebipuUyZcL/fcPWKoueE8XqXVapxSjlZXx8Ts9L7Rf/4MGtGOX+vB6pV6kEDOr8s44P+mzd+DyrPdbHcsL9n4lpUSplZpg//jBKCcShX7foGTa25vGWo67DEnReI5fwtT6fKb/6x8s599kBuwnmbCXlVyyFGi9kS9n7OVLkKlDRfe3Z/x20xobkNKK5RHky9B4yl3S6PR8wdezzopDCjzbtyjQpNyTaezAl2ep7FwNGE8Jf/8Tt4F5RGjXs4yWWfSa377j25305Zfwo1uULLZe1Njqztiuul/hpFBC+scPrdGnJ3j/E799YGT89Qlaw0fmuO70sbGsZ1he1UyoSkBkueDHxnj7g/T6BWvyOxmgz2hZ1TRrO6OEIisbpKpnmw88NdKucXAvCY67RqK2K5zCePbXvzO2Hf94w16/Mq43jRp0x48btixSItWVcTj56Tvj939if/sOmxRkKT/Tr1epzMwhgX+8w/OFvJ7ouNRZ+538+ouIrMsLbP8ivXyj324kklRff2GomIBHkoWU3TlGI9XAcKuQlBJjuYh4dRU2yZxiTl5WRhcR0t1hbPKCHw0PJXexQtNQADnGBQ4GvaiY6m1nd6lDEp3kanb6kIq5dwUrSE2adU8ORdUYMuN3k0EmRozO5E/jTHenJ+jHEb3RooK6yhfIgtB5JOocbdB6pzdFpJbsemLj0UA1SlLaS3anNalFSqo0XCOO3mnj4BiLfElinKeF4tddpqgaf3BsV3y7xqN1z+qE18hwVhbWWjV6G0K2XFRUe1PykI9BsgXLTo/arMeItjMwV9Ge4+/ElOSpC6jpzAI1OiDSaFTQDx80N4ZrymAgf8Vkmlg49oPr3ml9cCoquxXtvJPHoJZoShPqC9N4rjtc3z+4fyhJ7PXLK6+/fOXYd05PT5RSuB4/GPtBMWOEmaosQ0Xm+LDwwZESvA8V4rqBRLMcKTakrpaihNbJYXiczaW2PKTi8Jxlx2AJS4W8ONVQk8dixMT49ACx9EibfURsQzX52+APq4gRripRq0VM8OdN1CHZYD0/cVpWlnUJFVEQBUl+jsm7GiS9sR2D3o/wS/FIC411ZInmibWqBmAMJbPG6NvozqiJ4hEQIcMbijvldOJ6v7PtYVcBkIzmGukpKdqqQ+uaeMbm/hnwIqFDong05VykppQ54/PnpZIJ1YhrPIguT0cJI0ypYfG59D5kHPwgBEMt7Cn8aMLvJ5a+vJaS/bsR//mP/2aPdP9JumViYmJiYmJiYmJiYmJiYmLiL4yfG/qZmJiYmJiYmJiYmJiYmJiY+ItjkigTExMTExMTExMTExMTExMTP4FJokxMTExMTExMTExMTExMTEz8BCaJMjExMTExMTExMTExMTExMfETmCTKxMTExMTExMTExMTExMTExE9gkigTExMTExMTExMTExMTExMTP4FJokxMTExMTExMTExMTExMTEz8BCaJMjExMTExMTExMTExMTExMfETmCTKxMTExMTExMTExMTExMTExE/gPwGKhGawcRh2GgAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rgb_transformed_p = hsi_to_rgb(\n", + " projection(sample_p[\"features\"].float()).detach().numpy() * np.expand_dims(norm_counts_p, axis=-1)\n", + ")\n", + "rgb_transformed_p2 = hsi_to_rgb(\n", + " projection(sample_p2[\"features\"].float()).detach().numpy() * np.expand_dims(norm_counts_p2, axis=-1)\n", + ")\n", + "\n", + "fig, ((ax1, ax2, ax3), (ax4, ax5, ax6)) = plt.subplots(2, 3, figsize=(14, 8))\n", + "\n", + "ax1.imshow(path_p.read_rgb_reconstructed())\n", + "ax1.set_title(\"physiological_basis\")\n", + "ax1.set_axis_off()\n", + "ax2.imshow(rgb_transformed_p)\n", + "ax2.set_title(\"transformed(physiological_basis)\")\n", + "ax2.set_axis_off()\n", + "ax3.imshow(path_i.read_rgb_reconstructed())\n", + "ax3.set_title(f\"ischemic_target ({path_i.meta('phase_type')})\")\n", + "ax3.set_axis_off()\n", + "\n", + "ax4.imshow(path_p2.read_rgb_reconstructed())\n", + "ax4.set_title(\"physiological_sem\")\n", + "ax4.set_axis_off()\n", + "ax5.imshow(rgb_transformed_p2)\n", + "ax5.set_title(\"transformed(physiological_sem)\")\n", + "ax5.set_axis_off()\n", + "ax6.imshow(path_i.read_rgb_reconstructed())\n", + "ax6.set_title(f\"ischemic_target ({path_i.meta('phase_type')})\")\n", + "ax6.set_axis_off()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Magnitude of Change" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "coloraxis": "coloraxis", + "hovertemplate": "x: %{x}
y: %{y}
color: %{z}", + "name": "0", + "type": "heatmap", + "xaxis": "x", + "yaxis": "y", + "z": [ + [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, 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"shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "xaxis": { + "anchor": "y", + "constrain": "domain", + "domain": [ + 0, + 1 + ], + "scaleanchor": "y" + }, + "yaxis": { + "anchor": "x", + "autorange": "reversed", + "constrain": "domain", + "domain": [ + 0, + 1 + ] + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "diff = torch.abs(sample_p[\"features\"].float() - Normalization()(projection(sample_p[\"features\"].float()).detach()))\n", + "diff[~sample_p[\"valid_pixels\"]] = 0\n", + "\n", + "px.imshow(diff.sum(dim=-1))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Error of all learned projections" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "meta_file = settings.results_dir / \"projection_matrices\" / \"kidney=P091,P095,P097,P098+aortic_highlights=70.json\"\n", + "with meta_file.open(\"r\") as f:\n", + " meta = json.load(f)\n", + "\n", + "fig, axes = plt.subplots(3, 3, figsize=(12, 10), sharex=True, sharey=True)\n", + "\n", + "for label_name, ax in zip(meta.keys(), axes.flatten(), strict=True):\n", + " losses = [m[\"loss\"] for m in meta[label_name]]\n", + "\n", + " sns.histplot(x=losses, bins=100, stat=\"density\", common_norm=False, ax=ax)\n", + " ax.set_title(label_name)\n", + " ax.tick_params(axis=\"x\", labelrotation=50)\n", + "\n", + "axes[2, 1].tick_params(axis=\"x\", labelrotation=50)\n", + "axes[2, 2].tick_params(axis=\"x\", labelrotation=50)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "htc", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/htc_projects/species/ProjectionLearner.py b/htc_projects/species/ProjectionLearner.py new file mode 100644 index 0000000..05865ad --- /dev/null +++ b/htc_projects/species/ProjectionLearner.py @@ -0,0 +1,88 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import torch +import torch.nn as nn + +from htc.models.image.DatasetImage import DatasetImage +from htc.tivita.DataPath import DataPath +from htc.utils.Config import Config +from htc.utils.specular_highlights import specular_highlights_mask_lab + + +class ProjectionLearner(nn.Module): + def __init__(self, config: Config, mode: str = "weights+bias", highlights_threshold: int = None): + """ + This class can be used to learn a projection matrix that maps the spectra from one image to the spectra of another image. This is useful if the images show the same object but in different stats, for example physiological and ischemic states. + + The number of pixels do not have to be the same in both images since this optimization is carried out indirectly by enforcing that the mean and standard deviation of the spectra as well as the histogram of values are similar in both images. See the ProjectionExample.ipynb notebook for an example of the usage of this class. + + Args: + config: The configuration object which is used to load the spectral data and the valid pixels. + mode: The general mode of the projection: set to "weights" to only use a projection matrix, "bias" to only use a bias vector, "weights+bias" to use both. + highlights_threshold: An optional threshold to filter out specular highlight pixels in case you want to exclude them from the optimizations. + """ + super().__init__() + self.config = config + self.mode = mode + self.highlights_threshold = highlights_threshold + + self.projection_matrix = nn.Parameter(torch.eye(100, dtype=torch.float32)) + self.bias = nn.Parameter(torch.zeros(100, dtype=torch.float32)) + + def forward(self, x: torch.Tensor) -> torch.Tensor: + if self.mode == "weights": + x = x @ self.projection_matrix + elif self.mode == "bias": + x = x + self.bias + elif self.mode == "weights+bias": + x = x @ self.projection_matrix + self.bias + else: + raise ValueError(f"Unknown mode: {self.mode}") + + return x + + def fit_pair(self, path_from: DataPath, path_to: DataPath, n_steps: int = 100) -> float: + spectra_from = self._load_spectra(path_from) + spectra_to = self._load_spectra(path_to) + + optimizer = torch.optim.Adam(self.parameters(), lr=0.01) + mse_loss = torch.nn.MSELoss() + + min_hist = spectra_to.min() + max_hist = spectra_to.max() + n_bins = 50 + hist_to = torch.histc(spectra_to, bins=n_bins, min=min_hist, max=max_hist) / spectra_to.numel() + + spectra_to_mean = spectra_to.mean(dim=0) + spectra_to_std = spectra_to.std(dim=0) + + for _ in range(n_steps): + spectra_transformed = self(spectra_from) + hist_transformed = ( + torch.histc(spectra_transformed, bins=n_bins, min=min_hist, max=max_hist) / spectra_transformed.numel() + ) + + loss = mse_loss(spectra_transformed.mean(dim=0), spectra_to_mean) + loss += mse_loss(spectra_transformed.std(dim=0), spectra_to_std) + loss += mse_loss(hist_transformed, hist_to) + + loss.backward() + optimizer.step() + optimizer.zero_grad() + + return loss.item() + + def _load_spectra(self, path: DataPath) -> torch.Tensor: + sample = DatasetImage([path], train=False, config=self.config)[0] + valid_pixels = sample["valid_pixels"] + + if self.highlights_threshold is not None: + highlights = specular_highlights_mask_lab(path, threshold=self.highlights_threshold) + valid_pixels.masked_fill_(highlights, False) + + spectra = sample["features"][valid_pixels].to( + dtype=self.projection_matrix.dtype, device=self.projection_matrix.device + ) + + return spectra diff --git a/htc_projects/species/__init__.py b/htc_projects/species/__init__.py new file mode 100644 index 0000000..17e71a8 --- /dev/null +++ b/htc_projects/species/__init__.py @@ -0,0 +1,3 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + diff --git a/htc_projects/species/apply_transforms_paths.py b/htc_projects/species/apply_transforms_paths.py new file mode 100644 index 0000000..0cdd91b --- /dev/null +++ b/htc_projects/species/apply_transforms_paths.py @@ -0,0 +1,55 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import pandas as pd +from lightning import seed_everything + +from htc.models.common.torch_helpers import copy_sample +from htc.models.common.transforms import HTCTransformation +from htc.models.image.DatasetImageBatch import DatasetImageBatch +from htc.tivita.DataPath import DataPath +from htc.utils.Config import Config +from htc.utils.LabelMapping import LabelMapping + + +def apply_transforms_paths_median(paths: list[DataPath], config: Config, epoch_size: int = 1) -> pd.DataFrame: + """ + Apply transformations on some images and compute the median spectra. + + Args: + paths: The data paths to apply the transforms to. + config: The configuration object which defines the loading the the transformation of the data (`input/transforms_gpu`). + epoch_size: The number of times the transformation should be applied to the same image (to mimic a similar behavior as during training). + + Returns: A table with the computed median spectrum based on the transformed data. + """ + seed_everything(0, workers=True) + dataloader = DatasetImageBatch.batched_iteration(paths, config) + mapping = LabelMapping.from_config(config) + aug = HTCTransformation.parse_transforms(config["input/transforms_gpu"], config=config, device="cuda") + + rows = [] + for batch in dataloader: + for e in range(epoch_size): + # Apply the transformation multiple times to the same image as also done during training + batch_copy = copy_sample(batch) + batch_copy = HTCTransformation.apply_valid_transforms(batch_copy, aug) + + for b in range(batch_copy["features"].size(0)): + for label_index in batch_copy["labels"][b, batch_copy["valid_pixels"][b]].unique(): + selection = batch_copy["labels"][b] == label_index + spectra = batch_copy["features"][b][selection] + + path = DataPath.from_image_name(batch_copy["image_name"][b]) + current_row = {"image_name": path.image_name()} + current_row |= path.image_name_typed() + + current_row |= { + "epoch_index": e, + "label_name": mapping.index_to_name(label_index), + "median_normalized_spectrum": spectra.quantile(q=0.5, dim=0).cpu().numpy(), + } + + rows.append(current_row) + + return pd.DataFrame(rows) diff --git a/htc_projects/species/configs/baseline_human.json b/htc_projects/species/configs/baseline_human.json new file mode 100644 index 0000000..9453ad3 --- /dev/null +++ b/htc_projects/species/configs/baseline_human.json @@ -0,0 +1,13 @@ +{ + "inherits": "htc_projects/context/models/configs/organ_transplantation_0.8.json", + "label_mapping": "htc_projects.species.settings_species>label_mapping", + "input": { + "data_spec": "human_semantic-only_physiological-kidney_5folds_nested-0-2_mapping-12_seed-0.json", + "hierarchical_sampling": "label", + "target_domain": ["no_domain"] + }, + "dataloader_kwargs": { + "batch_size": 8, + "num_workers": 2 + } +} diff --git a/htc_projects/species/configs/baseline_pig.json b/htc_projects/species/configs/baseline_pig.json new file mode 100644 index 0000000..5096aaf --- /dev/null +++ b/htc_projects/species/configs/baseline_pig.json @@ -0,0 +1,13 @@ +{ + "inherits": "htc_projects/context/models/configs/organ_transplantation_0.8.json", + "label_mapping": "htc_projects.species.settings_species>label_mapping", + "input": { + "data_spec": "pig_semantic-only_5folds_nested-0-2_mapping-12_seed-0.json", + "hierarchical_sampling": "label", + "target_domain": ["no_domain"] + }, + "dataloader_kwargs": { + "batch_size": 8, + "num_workers": 2 + } +} diff --git a/htc_projects/species/configs/baseline_rat.json b/htc_projects/species/configs/baseline_rat.json new file mode 100644 index 0000000..a1428d6 --- /dev/null +++ b/htc_projects/species/configs/baseline_rat.json @@ -0,0 +1,13 @@ +{ + "inherits": "htc_projects/context/models/configs/organ_transplantation_0.8.json", + "label_mapping": "htc_projects.species.settings_species>label_mapping", + "input": { + "data_spec": "rat_semantic-only_5folds_nested-0-2_mapping-12_seed-0.json", + "hierarchical_sampling": "label", + "target_domain": ["no_domain"] + }, + "dataloader_kwargs": { + "batch_size": 8, + "num_workers": 2 + } +} diff --git a/htc_projects/species/configs/projected_pig2pig.json b/htc_projects/species/configs/projected_pig2pig.json new file mode 100644 index 0000000..5950e1c --- /dev/null +++ b/htc_projects/species/configs/projected_pig2pig.json @@ -0,0 +1,40 @@ +{ + "inherits": "htc_projects/species/configs/baseline_pig.json", + "input": { + "transforms_gpu": [ + { + "class": "KorniaTransform", + "transformation_name": "RandomAffine", + "translate": [0.0625, 0.0625], + "scale": [0.9, 1.1], + "degrees": 45, + "padding_mode": "reflection", + "p": 0.5 + }, + { + "class": "KorniaTransform", + "transformation_name": "RandomHorizontalFlip", + "p": 0.25 + }, + { + "class": "KorniaTransform", + "transformation_name": "RandomVerticalFlip", + "p": 0.25 + }, + { + "class": "htc_projects.species.species_transforms>ProjectionTransform", + "base_name": "weights+bias_pig_kidney=P091,P095,P097,P098+aortic", + "interpolate": true, + "target_labels": ["kidney"], + "p": 0.8 + }, + { + "class": "htc_projects.context.context_transforms>OrganTransplantation", + "p": 0.8 + }, + { + "class": "Normalization" + } + ] + } +} diff --git a/htc_projects/species/data/__init__.py b/htc_projects/species/data/__init__.py new file mode 100644 index 0000000..17e71a8 --- /dev/null +++ b/htc_projects/species/data/__init__.py @@ -0,0 +1,3 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + diff --git a/htc_projects/species/data/human_semantic-only+pig-p+rat-p_physiological-kidney_5folds_nested-0-2_mapping-12_seed-0.json b/htc_projects/species/data/human_semantic-only+pig-p+rat-p_physiological-kidney_5folds_nested-0-2_mapping-12_seed-0.json new file mode 100644 index 0000000..d6ed06e --- /dev/null +++ b/htc_projects/species/data/human_semantic-only+pig-p+rat-p_physiological-kidney_5folds_nested-0-2_mapping-12_seed-0.json @@ -0,0 +1,9602 @@ +[ + { + "fold_name": "fold_0", + "train": { + "image_names": [ + "SPACE_000001#2020_08_14_11_11_22@semantic#primary", + "SPACE_000001#2020_08_14_14_29_12@semantic#primary", + "SPACE_000001#2020_08_14_14_29_36@semantic#primary", + "SPACE_000001#2020_08_14_14_30_52@semantic#primary", + "SPACE_000001#2020_08_14_14_31_14@semantic#primary", + "SPACE_000001#2020_08_14_14_31_34@semantic#primary", + "SPACE_000001#2020_08_14_14_31_57@semantic#primary", + "SPACE_000002#2020_08_18_11_39_48@semantic#primary", + "SPACE_000002#2020_08_18_11_41_54@semantic#primary", + "SPACE_000006#2020_08_20_10_25_58@semantic#primary", + "SPACE_000006#2020_08_20_10_26_34@semantic#primary", + 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"R020#2023_10_19_16_45_21#0202-00118@semantic#primary", + "R020#2023_10_19_16_51_15#0202-00118@semantic#primary", + "R020#2023_10_19_16_56_37#0202-00118@semantic#primary", + "R020#2023_10_19_17_30_15#0202-00118@semantic#primary", + "R020#2023_10_19_17_34_41#0202-00118@semantic#primary", + "R020#2023_10_19_17_39_25#0202-00118@semantic#primary" + ] + } + } +] diff --git a/htc_projects/species/data/run_human_physiological_dataset.py b/htc_projects/species/data/run_human_physiological_dataset.py new file mode 100644 index 0000000..1d08fa9 --- /dev/null +++ b/htc_projects/species/data/run_human_physiological_dataset.py @@ -0,0 +1,197 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import argparse +import math +from functools import partial +from pathlib import Path + +import numpy as np + +from htc.models.data.SpecsGeneration import SpecsGeneration +from htc.settings import settings +from htc.tivita.DataPath import DataPath +from htc.utils.helper_functions import median_table +from htc.utils.import_extra import requires_extra +from htc.utils.paths import filter_labels +from htc_projects.species.settings_species import settings_species +from htc_projects.species.tables import baseline_table, ischemic_table + +try: + from iterstrat.ml_stratifiers import MultilabelStratifiedKFold + + _missing_library = "" +except ImportError: + _missing_library = "iterative-stratification" + + +class SpecsGenerationHumanPhysiological(SpecsGeneration): + mapping = settings_species.label_mapping + + @requires_extra(_missing_library) + def __init__( + self, + test_ratio: float = 0.3, + test_subjects: list[str] = None, + seed: int = 0, + additional_species: list[str] = None, + ): + additional_species = additional_species if additional_species is not None else [] + if len(additional_species) > 0: + additional_species_str = "+" + "+".join(additional_species) + else: + additional_species_str = "" + + self.n_folds = 5 + super().__init__( + name=f"human_semantic-only{additional_species_str}_physiological-{','.join(settings_species.malperfused_labels)}_{self.n_folds}folds_mapping-{len(self.mapping)}_seed-{seed}" + ) + np.random.seed(seed) + + self.paths = self.get_paths() + + if test_subjects is None: + # Test set split (also stratified) + subjects, label_distribution = self.compute_label_distribution(self.paths, self.mapping) + mskf = MultilabelStratifiedKFold(n_splits=math.ceil(1 / test_ratio), shuffle=True) + _, test_indices = next(iter(mskf.split(subjects, label_distribution))) + + self.test_subjects = [subjects[i] for i in test_indices] + else: + self.test_subjects = test_subjects + subjects = sorted({p.subject_name for p in self.paths}) + + self.main_subjects = sorted(set(subjects) - set(self.test_subjects)) + + assert len(self.main_subjects) + len(self.test_subjects) == len(subjects) + assert set(self.main_subjects).isdisjoint(self.test_subjects) + + self.imgs_species = {} + for species in additional_species: + if species.endswith("-p"): + # Only physiological images from this species requested + df_species = baseline_table(self.mapping) + species_name = species[:-2] + else: + df_species = ischemic_table(self.mapping) + df_species = df_species[ + df_species.baseline_dataset | df_species.label_name.isin(settings_species.malperfused_labels) + ] + species_name = species + + df_species = df_species[df_species.species_name == species_name] + + imgs = [p.image_name_annotations() for p in DataPath.from_table(df_species)] + assert len(imgs) > 0, f"No images found for species {species_name}" + self.imgs_species[f"train_{species}"] = {"image_names": sorted(imgs)} + + def generate_folds(self) -> list[dict]: + data_specs = [] + + imgs_test = [p.image_name_annotations() for p in self.paths if p.subject_name in self.test_subjects] + paths_train = [p for p in self.paths if p.subject_name in self.main_subjects] + + subjects, label_distribution = self.compute_label_distribution(paths_train, self.mapping) + assert subjects == self.main_subjects + + mskf = MultilabelStratifiedKFold(n_splits=self.n_folds, shuffle=True) + for i, (train_indices, val_indices) in enumerate(mskf.split(self.main_subjects, label_distribution)): + train_subjects = [self.main_subjects[i] for i in train_indices] + val_subjects = [self.main_subjects[i] for i in val_indices] + assert len(train_subjects) + len(val_subjects) == len(self.main_subjects) + assert set(train_subjects).isdisjoint(val_subjects) + assert set(train_subjects).isdisjoint(self.test_subjects) + assert set(val_subjects).isdisjoint(self.test_subjects) + + fold_specs = { + "fold_name": f"fold_{i}", + "train": { + "image_names": sorted([ + p.image_name_annotations() for p in paths_train if p.subject_name in train_subjects + ]), + }, + "val": { + "image_names": sorted([ + p.image_name_annotations() for p in paths_train if p.subject_name in val_subjects + ]), + }, + "test": { + "image_names": sorted(imgs_test), + }, + } | self.imgs_species + + data_specs.append(fold_specs) + + return data_specs + + @staticmethod + def get_paths() -> list[DataPath]: + # Exclude every subject with a malperfused annotation + df_mal = median_table( + dataset_name="2021_07_26_Tivita_multiorgan_human", + annotation_name="polygon#malperfused", + label_mapping=SpecsGenerationHumanPhysiological.mapping, + keep_mapped_columns=False, + ) + df_mal = df_mal[df_mal.label_name.isin(settings_species.malperfused_labels)] + malperfused_subjects = set(df_mal.subject_name) + # and every manually excluded kidney subject + malperfused_subjects.update(settings_species.malperfused_kidney_subjects) + + paths = list( + DataPath.iterate( + settings.data_dirs.human, + annotation_name="semantic#primary", + filters=[ + (lambda p: p.subject_name not in malperfused_subjects), + partial(filter_labels, mapping=SpecsGenerationHumanPhysiological.mapping), + ], + ) + ) + assert len(paths) > 0, "No paths found for the human dataset" + + return paths + + +def generate_nested(n_nested_folds: int, output_dir: Path, seed: int = 0, **kwargs) -> None: + paths = SpecsGenerationHumanPhysiological.get_paths() + + np.random.seed(seed) + subjects, label_distribution = SpecsGenerationHumanPhysiological.compute_label_distribution( + paths, SpecsGenerationHumanPhysiological.mapping + ) + mskf = MultilabelStratifiedKFold(n_splits=n_nested_folds, shuffle=True) + for i, (_, test_indices) in enumerate(mskf.split(subjects, label_distribution)): + settings.log.info(f"Generating nested fold {i}") + test_subjects = [subjects[i] for i in test_indices] + + spec_generator = SpecsGenerationHumanPhysiological(test_subjects=test_subjects, seed=seed, **kwargs) + spec_generator.name = spec_generator.name.replace("folds_", f"folds_nested-{i}-{n_nested_folds - 1}_") + spec_generator.generate_dataset(output_dir) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser( + description="Creates a data specification file for the human dataset containing only physiological images.", + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + parser.add_argument( + "--output-dir", + type=Path, + default=Path(__file__).parent, + help="Directory where the resulting data specification file should be stored.", + ) + parser.add_argument( + "--additional-species", + type=str, + nargs="+", + default=None, + help="List of additional species data which should be added to the training set.", + ) + args = parser.parse_args() + + generate_nested( + n_nested_folds=settings_species.n_nested_folds, + output_dir=args.output_dir, + additional_species=args.additional_species, + ) diff --git a/htc_projects/species/data/run_kidney_projection_dataset.py b/htc_projects/species/data/run_kidney_projection_dataset.py new file mode 100644 index 0000000..b167f3a --- /dev/null +++ b/htc_projects/species/data/run_kidney_projection_dataset.py @@ -0,0 +1,60 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import argparse +from pathlib import Path + +from htc.models.data.SpecsGeneration import SpecsGeneration +from htc.utils.helper_functions import median_table + + +class SpecsGenerationKidneyProjection(SpecsGeneration): + def __init__(self, train_subjects: list[str]): + self.train_subjects = train_subjects + super().__init__(name=f"kidney_projection_train={','.join(self.train_subjects)}") + + self.df = median_table(dataset_name="2023_04_22_Tivita_multiorgan_kidney", annotation_name="semantic#primary") + self.df = self.df.query("label_name == 'kidney'") + + def generate_folds(self) -> list[dict]: + data_specs = [] + + imgs_train = self.df.query("subject_name in @self.train_subjects")["image_name"].unique().tolist() + imgs_test = self.df.query("subject_name not in @self.train_subjects")["image_name"].unique().tolist() + + fold_specs = { + "fold_name": "fold_all", + "train": { + "image_names": sorted(imgs_train), + }, + "test": { + "image_names": sorted(imgs_test), + }, + } + + data_specs.append(fold_specs) + + return data_specs + + +if __name__ == "__main__": + parser = argparse.ArgumentParser( + description="Creates the data specification file for the kidney projection dataset", + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + parser.add_argument( + "--output-dir", + type=Path, + default=Path(__file__).parent, + help="Directory where the resulting data specification file should be stored.", + ) + parser.add_argument( + "--train-subjects", + nargs="+", + type=str, + default=["P091", "P095", "P097", "P098"], + help="List of subjects to include in the training. The remaining subjects compose the test set.", + ) + args = parser.parse_args() + + SpecsGenerationKidneyProjection(train_subjects=args.train_subjects).generate_dataset(args.output_dir) diff --git a/htc_projects/species/data/run_pig_semantic_nested_dataset.py b/htc_projects/species/data/run_pig_semantic_nested_dataset.py new file mode 100644 index 0000000..6d8e33a --- /dev/null +++ b/htc_projects/species/data/run_pig_semantic_nested_dataset.py @@ -0,0 +1,114 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import argparse +from functools import partial +from pathlib import Path + +import numpy as np + +from htc.models.data.SpecsGeneration import SpecsGeneration +from htc.settings import settings +from htc.tivita.DataPath import DataPath +from htc.utils.import_extra import requires_extra +from htc.utils.paths import filter_labels +from htc_projects.species.data.run_rat_semantic_dataset import SpecsGenerationRatSemantic +from htc_projects.species.settings_species import settings_species +from htc_projects.species.tables import ischemic_table + +try: + from iterstrat.ml_stratifiers import MultilabelStratifiedKFold + + _missing_library = "" +except ImportError: + _missing_library = "iterative-stratification" + + +class SpecsGenerationPigSemanticNested(SpecsGenerationRatSemantic): + @requires_extra(_missing_library) + def __init__(self, test_subjects: list[str], seed: int = 0, additional_species: list[str] = None): + additional_species = additional_species if additional_species is not None else [] + if len(additional_species) > 0: + additional_species_str = "+" + "+".join(additional_species) + else: + additional_species_str = "" + + self.test_subjects = test_subjects + self.n_folds = 5 + SpecsGeneration.__init__( + self, + f"pig_semantic-only{additional_species_str}_{self.n_folds}folds_mapping-{len(self.mapping)}_seed-{seed}", + ) + np.random.seed(seed) + + self.paths = self.get_paths() + subjects = sorted({p.subject_name for p in self.paths}) + self.main_subjects = sorted(set(subjects) - set(self.test_subjects)) + + self.imgs_species = {} + for species in additional_species: + df_ischemic = ischemic_table(self.mapping) + df_ischemic = df_ischemic[ + df_ischemic.baseline_dataset | df_ischemic.label_name.isin(settings_species.malperfused_labels) + ] + df_ischemic = df_ischemic[df_ischemic.species_name == species] + + imgs = [p.image_name_annotations() for p in DataPath.from_table(df_ischemic)] + self.imgs_species[f"train_{species}"] = {"image_names": sorted(imgs)} + + @staticmethod + def get_paths() -> list[DataPath]: + paths = list( + DataPath.iterate( + settings.data_dirs.semantic, + annotation_name="semantic#primary", + filters=[partial(filter_labels, mapping=SpecsGenerationRatSemantic.mapping)], + ) + ) + assert len(paths) > 0, "No paths found" + + return paths + + +def generate_nested(n_nested_folds: int, output_dir: Path, seed: int = 0, **kwargs) -> None: + paths = SpecsGenerationPigSemanticNested.get_paths() + + np.random.seed(seed) + subjects, label_distribution = SpecsGenerationPigSemanticNested.compute_label_distribution( + paths, SpecsGenerationPigSemanticNested.mapping + ) + mskf = MultilabelStratifiedKFold(n_splits=n_nested_folds, shuffle=True) + for i, (_, test_indices) in enumerate(mskf.split(subjects, label_distribution)): + settings.log.info(f"Generating nested fold {i}") + test_subjects = [subjects[i] for i in test_indices] + + spec_generator = SpecsGenerationPigSemanticNested(test_subjects=test_subjects, seed=seed, **kwargs) + spec_generator.name = spec_generator.name.replace("folds_", f"folds_nested-{i}-{n_nested_folds - 1}_") + spec_generator.generate_dataset(output_dir) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser( + description="Creates a data specification file for the pig semantic dataset with nested folds", + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + parser.add_argument( + "--output-dir", + type=Path, + default=Path(__file__).parent, + help="Directory where the resulting data specification file should be stored.", + ) + parser.add_argument( + "--additional-species", + type=str, + nargs="+", + default=None, + help="List of additional species data which should be added to the training set.", + ) + args = parser.parse_args() + + generate_nested( + n_nested_folds=settings_species.n_nested_folds, + output_dir=args.output_dir, + additional_species=args.additional_species, + ) diff --git a/htc_projects/species/data/run_rat_semantic_dataset.py b/htc_projects/species/data/run_rat_semantic_dataset.py new file mode 100644 index 0000000..b21f9a8 --- /dev/null +++ b/htc_projects/species/data/run_rat_semantic_dataset.py @@ -0,0 +1,155 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import argparse +import re +from functools import partial +from pathlib import Path + +import numpy as np + +from htc.models.data.SpecsGeneration import SpecsGeneration +from htc.settings import settings +from htc.tivita.DataPath import DataPath +from htc.utils.import_extra import requires_extra +from htc.utils.paths import filter_labels +from htc_projects.species.settings_species import settings_species +from htc_projects.species.tables import ischemic_table + +try: + from iterstrat.ml_stratifiers import MultilabelStratifiedKFold + + _missing_library = "" +except ImportError: + _missing_library = "iterative-stratification" + + +class SpecsGenerationRatSemantic(SpecsGeneration): + mapping = settings_species.label_mapping + + @requires_extra(_missing_library) + def __init__(self, test_subjects: list[str], seed: int = 0, additional_species: list[str] = None): + additional_species = additional_species if additional_species is not None else [] + if len(additional_species) > 0: + additional_species_str = "+" + "+".join(additional_species) + else: + additional_species_str = "" + + self.test_subjects = test_subjects + self.n_folds = 5 + super().__init__( + f"rat_semantic-only{additional_species_str}_{self.n_folds}folds_mapping-{len(self.mapping)}_test-{len(self.test_subjects)}_seed-{seed}" + ) + np.random.seed(seed) + + self.paths = self.get_paths() + subjects = sorted({p.subject_name for p in self.paths}) + self.main_subjects = sorted(set(subjects) - set(self.test_subjects)) + + self.imgs_species = {} + for species in additional_species: + df_ischemic = ischemic_table(self.mapping) + df_ischemic = df_ischemic[ + df_ischemic.baseline_dataset | df_ischemic.label_name.isin(settings_species.malperfused_labels) + ] + df_ischemic = df_ischemic[df_ischemic.species_name == species] + + imgs = [p.image_name_annotations() for p in DataPath.from_table(df_ischemic)] + self.imgs_species[f"train_{species}"] = {"image_names": sorted(imgs)} + + def generate_folds(self) -> list[dict]: + data_specs = [] + + imgs_test = [p.image_name_annotations() for p in self.paths if p.subject_name in self.test_subjects] + paths_train = [p for p in self.paths if p.subject_name in self.main_subjects] + + subjects, label_distribution = self.compute_label_distribution(paths_train, self.mapping) + assert subjects == self.main_subjects + + mskf = MultilabelStratifiedKFold(n_splits=self.n_folds, shuffle=True) + for i, (train_indices, val_indices) in enumerate(mskf.split(self.main_subjects, label_distribution)): + train_subjects = [self.main_subjects[i] for i in train_indices] + val_subjects = [self.main_subjects[i] for i in val_indices] + assert len(train_subjects) + len(val_subjects) == len(self.main_subjects) + assert set(train_subjects).isdisjoint(val_subjects) + assert set(train_subjects).isdisjoint(self.test_subjects) + assert set(val_subjects).isdisjoint(self.test_subjects) + + fold_specs = { + "fold_name": f"fold_{i}", + "train": { + "image_names": sorted([ + p.image_name_annotations() for p in paths_train if p.subject_name in train_subjects + ]), + }, + "val": { + "image_names": sorted([ + p.image_name_annotations() for p in paths_train if p.subject_name in val_subjects + ]), + }, + "test": { + "image_names": sorted(imgs_test), + }, + } | self.imgs_species + + data_specs.append(fold_specs) + + return data_specs + + @staticmethod + def get_paths() -> list[DataPath]: + paths = list( + DataPath.iterate( + settings.data_dirs.rat, + annotation_name="semantic#primary", + filters=[partial(filter_labels, mapping=SpecsGenerationRatSemantic.mapping)], + ) + ) + assert len(paths) > 0, "No paths found" + + return paths + + +def generate_nested(n_nested_folds: int, output_dir: Path, seed: int = 0, **kwargs) -> None: + paths = SpecsGenerationRatSemantic.get_paths() + + np.random.seed(seed) + subjects, label_distribution = SpecsGenerationRatSemantic.compute_label_distribution( + paths, SpecsGenerationRatSemantic.mapping + ) + mskf = MultilabelStratifiedKFold(n_splits=n_nested_folds, shuffle=True) + for i, (_, test_indices) in enumerate(mskf.split(subjects, label_distribution)): + settings.log.info(f"Generating nested fold {i}") + test_subjects = [subjects[i] for i in test_indices] + + spec_generator = SpecsGenerationRatSemantic(test_subjects=test_subjects, seed=seed, **kwargs) + spec_generator.name = spec_generator.name.replace("folds_", f"folds_nested-{i}-{n_nested_folds - 1}_") + spec_generator.name = re.sub(r"_test-\d+", "", spec_generator.name) + spec_generator.generate_dataset(output_dir) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser( + description="Creates a data specification file for the rat semantic dataset", + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + parser.add_argument( + "--output-dir", + type=Path, + default=Path(__file__).parent, + help="Directory where the resulting data specification file should be stored.", + ) + parser.add_argument( + "--additional-species", + type=str, + nargs="+", + default=None, + help="List of additional species data which should be added to the training set.", + ) + args = parser.parse_args() + + generate_nested( + n_nested_folds=settings_species.n_nested_folds, + output_dir=args.output_dir, + additional_species=args.additional_species, + ) diff --git a/htc_projects/species/model_processing/__init__.py b/htc_projects/species/model_processing/__init__.py new file mode 100644 index 0000000..17e71a8 --- /dev/null +++ b/htc_projects/species/model_processing/__init__.py @@ -0,0 +1,3 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + diff --git a/htc_projects/species/model_processing/run_kidney_test_scores.py b/htc_projects/species/model_processing/run_kidney_test_scores.py new file mode 100644 index 0000000..55bf9b7 --- /dev/null +++ b/htc_projects/species/model_processing/run_kidney_test_scores.py @@ -0,0 +1,78 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import re +import sys + +import htc.model_processing.run_tables as run_tables +from htc.model_processing.Runner import Runner +from htc.settings import settings +from htc.utils.Config import Config +from htc.utils.general import subprocess_run + +if __name__ == "__main__": + runner = Runner(description="Compute test scores for the kidney dataset.") + config = Config(runner.run_dir / "config.json") + + # Retrieve the name of the spec from the kidney pigs which are listed in the base name of the projection transform + spec = None + for t in config["input/transforms_gpu"]: + if t["class"].endswith("ProjectionTransform"): + match = re.search(r"kidney=(P\d+(?:,P\d+)*)", t["base_name"]) + if match is not None: + kidney_spec = f"kidney_projection_train={match.group(1)}" + for spec_file in sorted((settings.htc_projects_dir / "data").iterdir()): + if kidney_spec == spec_file.stem: + spec = spec_file + break + + if spec is not None: + # Training case (e.g. pig2pig) + settings.log.info(f"Using train/test configuration from spec {spec}") + for test_table_name, spec_split in [("test_table_kidney", "test"), ("test_table_kidney-train", "train")]: + subprocess_run([ + sys.executable, + run_tables.__file__, + "--model", + runner.run_dir.parent.name, + "--run-folder", + runner.run_dir.name, + "--test", + "--gpu-only", + "--metrics", + "DSC", + "CM", + "--spec", + spec, + "--spec-fold", + "fold_all", + "--spec-split", + spec_split, + "--test-table-name", + test_table_name, + ]) + else: + # Testing case (e.g. rat2pig) + spec = "kidney_projection_train=P091,P095,P097,P098.json" + settings.log.info(f"No spec found, using all train and test images found in the default spec {spec}") + subprocess_run([ + sys.executable, + run_tables.__file__, + "--model", + runner.run_dir.parent.name, + "--run-folder", + runner.run_dir.name, + "--test", + "--gpu-only", + "--metrics", + "DSC", + "CM", + "--spec", + spec, + "--spec-fold", + "fold_all", + "--spec-split", + "train|test", + "--test-table-name", + "test_table_kidney", + ]) diff --git a/htc_projects/species/model_processing/run_perfusion_scores.py b/htc_projects/species/model_processing/run_perfusion_scores.py new file mode 100644 index 0000000..8a33952 --- /dev/null +++ b/htc_projects/species/model_processing/run_perfusion_scores.py @@ -0,0 +1,98 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import argparse +import re +from pathlib import Path + +import torch + +from htc.model_processing.run_tables import TableTestPredictor +from htc.settings import settings +from htc.tivita.DataPath import DataPath +from htc.utils.Config import Config +from htc.utils.LabelMapping import LabelMapping +from htc_projects.species.tables import baseline_table, ischemic_table + + +def compute_perfusion_scores(run_dir: Path, recalculate: bool) -> None: + match = re.search(r"(pig|rat|human)_nested-(\d+)-(\d+)$", run_dir.name) + assert match is not None, f"Could not infer species from run folder name {run_dir.name}" + species = match.group(1) + nested_index = int(match.group(2)) + max_nested_index = int(match.group(3)) + + if nested_index != 0: + # We compute the perfusion scores only for the first nested fold + return + + table_name = f"test_table_{species}_perfusion" + if not recalculate and (run_dir / f"{table_name}.pkl.xz").exists(): + return + + config = Config(run_dir / "config.json") + mapping = LabelMapping.from_config(config) + + # Compute scores for everything except the baseline tables (which are already part of the training data) + df_baseline = baseline_table(label_mapping=mapping).query("species_name == @species") + df_ischemic = ischemic_table(label_mapping=mapping).query("species_name == @species") + + names = sorted(set(df_ischemic["image_name"]) - set(df_baseline["image_name"])) + + df_selection = df_ischemic[df_ischemic["image_name"].isin(names)][["image_name", "annotation_name"]] + df_selection = df_selection.drop_duplicates() + assert sorted(df_selection["image_name"].tolist()) == sorted(names) + + paths = DataPath.from_table(df_selection) + assert len(paths) > 0, f"No paths found for species {species}" + + settings.log.info( + f"Computing {species} perfusion scores for the run {run_dir.name} ({len(paths)} perfusion images)" + ) + + run_dirs = [] + for i in range(max_nested_index + 1): + run_dirs.append( + run_dir.with_name( + run_dir.name.replace(f"_nested-{nested_index}-{max_nested_index}", f"_nested-{i}-{max_nested_index}") + ) + ) + + predictor = TableTestPredictor( + run_dirs, + test_table_name=table_name, + metrics=["DSC", "CM"], + paths=paths, + ) + + with torch.autocast(device_type="cuda"): + predictor.start(task_queue=None, hide_progressbar=False) + predictor.save_table(run_dir) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser( + description="Compute test scores for the perfusion datasets.", + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + parser.add_argument( + "--timestamp", + type=str, + required=True, + help="The timestamp to select runs for which perfusion scores should be calculated.", + ) + parser.add_argument( + "--recalculate", + default=False, + action="store_true", + help="Always compute the tables, even if they already exist (overwrites existing files).", + ) + args = parser.parse_args() + + run_dirs = [] + for model_dir in sorted(settings.training_dir.iterdir()): + if not model_dir.is_dir(): + continue + + for run_dir in sorted(model_dir.glob(f"{args.timestamp}*")): + compute_perfusion_scores(run_dir, args.recalculate) diff --git a/htc_projects/species/model_processing/run_physiological_scores.py b/htc_projects/species/model_processing/run_physiological_scores.py new file mode 100644 index 0000000..6cd9da0 --- /dev/null +++ b/htc_projects/species/model_processing/run_physiological_scores.py @@ -0,0 +1,99 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import argparse +import re +import sys +from pathlib import Path + +import htc.model_processing.run_tables as run_tables +from htc.settings import settings +from htc.utils.Config import Config +from htc.utils.general import subprocess_run + + +def compute_physiological_scores(run_dir: Path, recalculate: bool) -> None: + match = re.search(r"(pig|rat|human)_nested-(\d+)-(\d+)$", run_dir.name) + assert match is not None, f"Could not infer species from run folder name {run_dir.name}" + species = match.group(1) + nested_index = int(match.group(2)) + max_nested_index = int(match.group(3)) + + tables_args = [] + + # For the main species, we compute the test results of the current nested fold as usual + config_main = Config(run_dir / "config.json") + tables_args.append((run_dir.name, config_main["input/data_spec"], "test", f"test_table_{species}")) + + if nested_index == 0: + # For the other species, we need to compute the test results by ensembling over all nested folds (we need to load all networks) + # Since we use the other nested fold networks here as well, we store the table only for the first nested fold (similar to the physiological scores) + run_dir_generic = run_dir.name.replace( + f"_nested-{nested_index}-{max_nested_index}", f"_nested-*-{max_nested_index}" + ) + other_species = sorted({"pig", "rat", "human"} - {species}) + for s in other_species: + config = Config(f"species/configs/baseline_{s}.json") + tables_args.append((run_dir_generic, config["input/data_spec"], "train|test", f"test_table_{s}")) + + returncodes = [] + for run_folder, spec, spec_split, test_table_name in tables_args: + if not recalculate and (run_dir / f"{test_table_name}.pkl.xz").exists(): + continue + + settings.log.info(f"Computing the {test_table_name} table for the run {run_dir.name}") + res = subprocess_run([ + sys.executable, + run_tables.__file__, + "--model", + run_dir.parent.name, + "--run-folder", + run_folder, + "--test", + "--metrics", + "DSC", + "NSD", + "CM", + "--spec", + spec, + "--spec-split", + spec_split, + "--test-table-name", + test_table_name, + ]) + returncodes.append(res.returncode) + + assert all( + returncode == 0 for returncode in returncodes + ), f"Failed to compute test tables for the run {run_dir.name}" + + +if __name__ == "__main__": + parser = argparse.ArgumentParser( + description=( + "Compute test scores for the physiological images of all species datasets (test sets of pig, rat and human" + " datasets)." + ), + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + parser.add_argument( + "--timestamp", + type=str, + required=True, + help="The timestamp to select runs for which test scores should be calculated.", + ) + parser.add_argument( + "--recalculate", + default=False, + action="store_true", + help="Always compute the tables, even if they already exist (overwrites existing files).", + ) + args = parser.parse_args() + + run_dirs = [] + for model_dir in sorted(settings.training_dir.iterdir()): + if not model_dir.is_dir(): + continue + + for run_dir in sorted(model_dir.glob(f"{args.timestamp}*")): + compute_physiological_scores(run_dir, args.recalculate) diff --git a/htc_projects/species/run_create_projections.py b/htc_projects/species/run_create_projections.py new file mode 100644 index 0000000..02ba5b3 --- /dev/null +++ b/htc_projects/species/run_create_projections.py @@ -0,0 +1,245 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import argparse +import json +from functools import partial +from pathlib import Path + +import numpy as np +import pandas as pd + +from htc.models.data.DataSpecification import DataSpecification +from htc.settings import settings +from htc.tivita.DataPath import DataPath +from htc.utils.blosc_compression import compress_file +from htc.utils.Config import Config +from htc.utils.LabelMapping import LabelMapping +from htc.utils.parallel import p_map +from htc_projects.species.ProjectionLearner import ProjectionLearner +from htc_projects.species.settings_species import settings_species +from htc_projects.species.tables import ischemic_table + + +class ProjectionPairs: + def __init__(self, mode: str, highlights_threshold: int | None, kidney_spec: Path): + self.mode = mode + self.highlights_threshold = highlights_threshold + self.kidney_spec = kidney_spec + + def compute_species_projections(self, species: str) -> None: + settings.log.info(f"Computing projections for the {species} species") + variables = {} + meta = {} + df = ischemic_table() + + if species == "pig": + spec = DataSpecification(self.kidney_spec) + paths_kidney = spec.paths("train") + + phase_type_matrices, phase_type_meta = self.compute_phase_type_projections(paths_kidney, ["kidney"]) + variables |= phase_type_matrices + meta |= phase_type_meta + + df = df[ + (df.species_name == species) + & (df.clamping_location == "aorta") + & (df.label_name.isin(settings_species.pig_aortic_labels)) + & (df.reperfused == False) # noqa: E712 + ] + assert df.subject_name.nunique() == 4, "Missing some subjects" + assert set(df.label_name.unique()) == set( + settings_species.pig_aortic_labels + ), f"Labels are missing: {df.label_name.unique()}" + + paths = DataPath.from_table(df) + + aortic_matrices, aortic_meta = self.compute_phase_type_projections( + paths, settings_species.pig_aortic_labels + ) + variables |= aortic_matrices + meta |= aortic_meta + + kidney_pigs = sorted({p.subject_name for p in paths_kidney}) + name_datasets = f"kidney={','.join(kidney_pigs)}+aortic" + elif species == "rat": + labels = ["stomach", "small_bowel", "colon", "liver", "kidney", "spleen"] + subjects = ["R017", "R019", "R025", "R029"] + + df = df[ + (df.species_name == species) + & (df.subject_name.isin(subjects)) + & (df.label_name.isin(labels)) + & (df.reperfused == False) # noqa: E712 + & (~df.baseline_dataset) + ] + assert ( + df.clamping_location.nunique() == 2 + ), f"Aorta and organ clamping locations are needed for rats: {df.clamping_location.unique()}" + assert set(df.label_name.unique()) == set(labels), f"Labels are missing: {df.label_name.unique()}" + + paths = DataPath.from_table(df) + + phase_type_matrices, phase_type_meta = self.compute_phase_type_projections(paths, labels) + variables |= phase_type_matrices + meta |= phase_type_meta + + name_datasets = f"subjects={','.join(subjects)}" + elif species == "human": + labels = ["kidney"] + + df = df[(df.species_name == species) & (df.label_name.isin(labels)) & (df.perfusion_state != "unclear")] + assert not pd.isna(df.perfusion_state).any(), "Perfusion state is missing for some images" + assert sorted(df.perfusion_state.unique()) == [ + "malperfused", + "physiological", + ], "Perfusion states are not complete" + + paths_physiological = DataPath.from_table(df[df.perfusion_state == "physiological"]) + paths_malperfused = DataPath.from_table(df[df.perfusion_state == "malperfused"]) + + phase_type_matrices, phase_type_meta = self.create_pairs(paths_physiological, paths_malperfused, labels) + variables |= phase_type_matrices + meta |= phase_type_meta + + name_datasets = "subjects=all" + else: + raise ValueError(f"Unknown species: {species}") + + name_suffix = f"_highlights={self.highlights_threshold}" if self.highlights_threshold is not None else "" + name = f"{self.mode}_{species}_{name_datasets}{name_suffix}" + + target_dir = settings_species.results_dir / "projection_matrices" + target_dir.mkdir(parents=True, exist_ok=True) + + compress_file(target_dir / f"{name}.blosc", variables) + with (target_dir / f"{name}.json").open("w") as f: + json.dump(meta, f) + + def compute_phase_type_projections( + self, paths: list[DataPath], label_names: list[str] + ) -> tuple[np.ndarray, list[dict[str, str | float]]]: + paths_physiological = [] + paths_ischemic = [] + for path in paths: + if path.meta("phase_type") == "physiological": + paths_physiological.append(path) + else: + paths_ischemic.append(path) + + return self.create_pairs(paths_physiological, paths_ischemic, label_names) + + def create_pairs( + self, paths_physiological: list[DataPath], paths_ischemic: list[DataPath], label_names: list[str] + ) -> tuple[np.ndarray, list[dict[str, str | float]]]: + assert len(paths_physiological) > 0, "No physiological images found." + assert len(paths_ischemic) > 0, "No ischemic images found." + + assert sorted(set(paths_physiological + paths_ischemic)) == sorted( + paths_physiological + paths_ischemic + ), "No duplicates allowed." + settings.log.info(f"Physiological images: {len(paths_physiological)}") + settings.log.info(f"Ischemic images: {len(paths_ischemic)}") + + variables_labels = {} + meta_labels = {} + for label_name in label_names: + mapping = LabelMapping({label_name: 0}, unknown_invalid=True) + pairs = [] + for p_physiological in paths_physiological: + if label_name not in p_physiological.annotated_labels(): + continue + + for p_ischemic in paths_ischemic: + if label_name not in p_ischemic.annotated_labels(): + continue + + pairs.append((p_physiological, p_ischemic)) + + results = p_map( + partial(self._compute_pair, mapping=mapping), + pairs, + num_cpus=4, + task_name=f"Label: {label_name}...", + ) + variables_labels[label_name] = np.stack([r[0] for r in results]) + meta_labels[label_name] = [r[1] for r in results] + + return variables_labels, meta_labels + + def _compute_pair( + self, pair: tuple[DataPath, DataPath], mapping: LabelMapping + ) -> tuple[np.ndarray, dict[str, str | float]]: + config = Config({"label_mapping": mapping, "input/preprocessing": "L1"}) + + projection = ProjectionLearner(config=config, mode=self.mode, highlights_threshold=self.highlights_threshold) + projection.cuda() + loss = projection.fit_pair(*pair) + + if self.mode == "weights": + variables = projection.projection_matrix.detach().cpu().numpy() + elif self.mode == "bias": + variables = projection.bias.detach().cpu().numpy() + elif self.mode == "weights+bias": + variables = np.concatenate( + [ + projection.projection_matrix.detach().cpu().numpy(), + np.expand_dims(projection.bias.detach().cpu().numpy(), axis=1), + ], + axis=1, + ) + else: + raise ValueError(f"Unknown mode: {self.mode}") + + return variables, { + "name_physiological": pair[0].image_name_annotations(), + "name_ischemic": pair[1].image_name_annotations(), + "loss": loss, + } + + +if __name__ == "__main__": + parser = argparse.ArgumentParser( + description="Learn projections between every pair of physiological and ischemic images.", + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + parser.add_argument( + "--species", + type=str, + nargs="+", + choices=["pig", "rat", "human"], + default=["pig", "rat", "human"], + help=( + "One or more species names for which the projections should be compted for. If not given, projections for" + " all species will be computed." + ), + ) + parser.add_argument( + "--spec", + type=Path, + default=Path("kidney_projection_train=P091,P095,P097,P098.json"), + help="Name or path to the data specification file which defines the train kidney set.", + ) + parser.add_argument( + "--mode", + type=str, + default="weights+bias", + choices=["weights", "bias", "weights+bias"], + help="The mode of the projection.", + ) + parser.add_argument( + "--highlights-threshold", + type=int, + default=None, + help=( + "If set, detect specular highlights with the given threshold (via LAB space) and ignore the corresponding" + " pixels in the projection learning." + ), + ) + args = parser.parse_args() + + projection_pairs = ProjectionPairs( + mode=args.mode, highlights_threshold=args.highlights_threshold, kidney_spec=args.spec + ) + for species in args.species: + projection_pairs.compute_species_projections(species) diff --git a/htc_projects/species/run_pretrained_species_models.py b/htc_projects/species/run_pretrained_species_models.py new file mode 100644 index 0000000..94913d0 --- /dev/null +++ b/htc_projects/species/run_pretrained_species_models.py @@ -0,0 +1,30 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +from htc.models.run_pretrained_semantic_models import compress_run +from htc.settings import settings +from htc.utils.file_transfer import upload_file_s3 +from htc_projects.species.settings_species import settings_species + + +def compress_species_runs() -> None: + target_dir = settings_species.results_dir / "pretrained_models" + target_dir.mkdir(exist_ok=True, parents=True) + + run_dirs = sorted((settings.training_dir / "image").glob(f"{settings_species.model_timestamp}*")) + + known_models = {} + for run_dir in run_dirs: + print(run_dir) + name = f"{run_dir.parent.name}@{run_dir.name}" + known_models[name] = { + "sha256": compress_run(run_dir, output_path=target_dir / f"{name}.zip"), + "url": upload_file_s3(local_path=target_dir / f"{name}.zip", remote_path=f"models/{name}.zip"), + } + + # Update known_models of HTCModel with the output of this script + print(known_models) + + +if __name__ == "__main__": + compress_species_runs() diff --git a/htc_projects/species/run_species_models.py b/htc_projects/species/run_species_models.py new file mode 100644 index 0000000..6d17810 --- /dev/null +++ b/htc_projects/species/run_species_models.py @@ -0,0 +1,163 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import argparse +import re + +from htc.cluster.ClusterConnection import ClusterConnection +from htc.cluster.RunGenerator import RunGenerator +from htc.settings import settings +from htc.utils.Config import Config +from htc.utils.general import subprocess_run +from htc_projects.species.settings_species import settings_species + + +def sync_projection_matrices(): + """ + Sync the projection matrices with the cluster. + """ + local_dir = settings.results_dir / "projection_matrices" + assert local_dir.is_dir(), ( + f"The local directory containing the projection matrices ({local_dir}) does not exist. Please compute the" + " projection matrices first (run_create_projections.py)." + ) + + with ClusterConnection() as connection: + cluster_path = f"{connection.checkpoints_dir}/projection_matrices" + try: + connection.ftp.stat(cluster_path) + settings.log.info( + "projection_matrices folder exists in the user directory on the cluster. The files will be updated" + ) + except FileNotFoundError: + connection.ftp.mkdir(cluster_path) + settings.log.info( + "projection_matrices folder does not exist in the user directory on the cluster. The files will be" + " copied" + ) + + res = subprocess_run( + f"rsync -a --delete --info=progress2 {local_dir}/ {settings.dkfz_userid}@{connection.host}:{cluster_path}/", + shell=True, + ) + assert res.returncode == 0, "Could not sync the projection matrices with the cluster." + + +def nested_cv_adjustment(base_name: str, config: Config, nested_fold_index: int, **kwargs) -> str: + match = re.search(r"nested-\d+-(\d+)", config["input/data_spec"]) + assert match is not None, f"Could not find the nested fold index in the data spec: {config['input/data_spec']}" + max_nested_index = int(match.group(1)) + + assert ( + nested_fold_index <= max_nested_index + ), f"The nested fold index {nested_fold_index} cannot be greater than the maximum nested index {max_nested_index}" + config["input/data_spec"] = config["input/data_spec"].replace("nested-0", f"nested-{nested_fold_index}") + return base_name + f"_nested-{nested_fold_index}-{max_nested_index}" + + +def projection_adjustment(base_name: str, config: Config, source_species: str, **kwargs) -> str: + config["input/transforms_gpu"] = [ + { + "class": "KorniaTransform", + "transformation_name": "RandomAffine", + "translate": [0.0625, 0.0625], + "scale": [0.9, 1.1], + "degrees": 45, + "padding_mode": "reflection", + "p": 0.5, + }, + { + "class": "KorniaTransform", + "transformation_name": "RandomHorizontalFlip", + "p": 0.25, + }, + { + "class": "KorniaTransform", + "transformation_name": "RandomVerticalFlip", + "p": 0.25, + }, + { + "class": "htc_projects.species.species_transforms>ProjectionTransform", + "base_name": settings_species.species_projection[source_species], + "interpolate": True, + "target_labels": ["kidney"], + "p": 0.8, + }, + { + "class": "htc_projects.context.context_transforms>OrganTransplantation", + "p": 0.8, + }, + { + "class": "Normalization", + }, + ] + + return base_name.replace("baseline_", f"projected_{source_species}2") + + +def joint_training_baseline_adjustment(base_name: str, config: Config, **kwargs) -> str: + config["input/data_spec"] = config["input/data_spec"].replace("semantic-only", "semantic-only+pig-p+rat-p") + config["input/target_domain"] = ["species_index"] + + return base_name.replace("baseline_", "joint_pig-p+rat-p2") + + +if __name__ == "__main__": + parser = argparse.ArgumentParser( + description=( + "Run all species training runs on the cluster (baseline and projected runs). Make sure that the" + " projection_matrices folder (from your results directory) is available at the checkpoints directory on the" + " cluster." + ), + formatter_class=argparse.ArgumentDefaultsHelpFormatter, + ) + parser.add_argument( + "--timestamp", + type=str, + default=None, + help="Explicit timestamp to use for the run names. If set, only missing runs will be computed.", + ) + args = parser.parse_args() + + sync_projection_matrices() + + rg = RunGenerator(args.timestamp) + for config_name in [ + "baseline_pig", + "baseline_rat", + "baseline_human", + ]: + for i in range(settings_species.n_nested_folds): + config = Config(f"species/configs/{config_name}.json") + rg.generate_run( + config, config_adjustments=[nested_cv_adjustment], memory="16G", single_submit=True, nested_fold_index=i + ) + + target_species = config_name.split("_")[-1] + for source_species in ["pig", "rat"]: + if source_species == target_species: + continue + + for i in range(settings_species.n_nested_folds): + config = Config(f"species/configs/{config_name}.json") + rg.generate_run( + config, + config_adjustments=[nested_cv_adjustment, projection_adjustment], + memory="16G", + single_submit=True, + nested_fold_index=i, + source_species=source_species, + ) + + # Joint training for the human baseline run + for i in range(settings_species.n_nested_folds): + config = Config("species/configs/baseline_human.json") + rg.generate_run( + config, + config_adjustments=[nested_cv_adjustment, joint_training_baseline_adjustment], + memory="16G", + single_submit=True, + nested_fold_index=i, + ) + + rg.submit_jobs() diff --git a/htc_projects/species/run_transform_spectra.py b/htc_projects/species/run_transform_spectra.py new file mode 100644 index 0000000..094692f --- /dev/null +++ b/htc_projects/species/run_transform_spectra.py @@ -0,0 +1,51 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import pandas as pd +from rich.progress import track + +from htc.tivita.DataPath import DataPath +from htc.utils.Config import Config +from htc.utils.LabelMapping import LabelMapping +from htc_projects.species.apply_transforms_paths import apply_transforms_paths_median +from htc_projects.species.settings_species import settings_species +from htc_projects.species.tables import baseline_table + +if __name__ == "__main__": + # Transform images and compute the median spectra to show that the xeno-learning method works + labels = settings_species.malperfused_labels + mapping = LabelMapping({l: i for i, l in enumerate(labels)}, unknown_invalid=True) + df = baseline_table(mapping) + + dfs = [] + for source_species, target_species in track( + [("rat", "pig"), ("pig", "rat"), ("rat", "human"), ("pig", "human")], refresh_per_second=1 + ): + # Same settings as during training + config = Config({ + "label_mapping": mapping, + "input/preprocessing": "L1", + "input/n_channels": 100, + "input/transforms_gpu": [ + { + "class": "htc_projects.species.species_transforms>ProjectionTransform", + "base_name": settings_species.species_projection[source_species], + "target_labels": labels, + "interpolation": True, + "p": 0.8, + } + ], + "dataloader_kwargs/num_workers": 2, + "dataloader_kwargs/batch_size": 8, + }) + paths = DataPath.from_table(df[df.species_name == target_species]) + df_t = apply_transforms_paths_median(paths, config, epoch_size=100) + df_t["source_species"] = source_species + df_t["target_species"] = target_species + dfs.append(df_t) + + df_t = pd.concat(dfs, ignore_index=True) + + target_dir = settings_species.results_dir / "projections" + target_dir.mkdir(exist_ok=True, parents=True) + df_t.to_feather(target_dir / "projections_clear.feather") diff --git a/htc_projects/species/settings_species.py b/htc_projects/species/settings_species.py new file mode 100644 index 0000000..9908122 --- /dev/null +++ b/htc_projects/species/settings_species.py @@ -0,0 +1,109 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import os + +from htc.settings import settings +from htc.utils.LabelMapping import LabelMapping +from htc.utils.MultiPath import MultiPath +from htc.utils.unify_path import unify_path + + +class SettingsSpecies: + def __init__(self): + self.label_mapping = LabelMapping( + { + "background": 0, + "metal": 0, + "abdominal_linen": 0, + "blue_cloth": 0, + "blanket": 0, + "white_compress": 0, + "white_compress_dry": 0, + "anorganic_artifact": 0, + "silicone_gloves_light_blue": 0, + "silicone_gloves_blue": 0, + "silicone_gloves_white": 0, + "glove": 0, + "foil": 0, + "tube": 0, + "syringe": 0, + "stapler": 0, + "magnets": 0, + "sutures": 0, + "stomach": 1, + "small_bowel": 2, + "meso": 2, + "colon": 3, + "liver": 4, + "pancreas": 5, + "kidney": 6, + "spleen": 7, + "omentum": 8, + "lung": 9, + "skin": 10, + "peritoneum": 11, + }, + unknown_invalid=True, + ) + self.label_mapping_organs = LabelMapping( + self.label_mapping.mapping_name_index, unknown_invalid=True, zero_is_invalid=True + ) + + self.pig_aortic_labels = ["stomach", "small_bowel", "colon", "liver", "spleen", "fat_visceral"] + + self.malperfused_kidney_subjects = [ + "SPACE_000005", + "SPACE_000026", + "SPACE_000089", + "SPACE_000130", + "SPACE_000147", + "SPACE_000148", + "SPACE_000180", + "SPACE_000195", + "SPACE_000227", + "SPACE_000231", + "SPACE_000232", + ] + self.malperfused_labels = ["kidney"] + + self.n_nested_folds = 3 + self.species_projection = { + "pig": "weights+bias_pig_kidney=P091,P095,P097,P098+aortic", + "rat": "weights+bias_rat_subjects=R017,R019,R025,R029", + "human": "weights+bias_human_subjects=all", + } + self.species_colors = { + "pig": "#44AA99", + "rat": "#89CCED", + "human": "#DDCB76", + } + self.xeno_learning_color = "#b86fdc" + + self.model_timestamp = os.getenv("HTC_MODEL_TIMESTAMP", "2024-09-11_00-11-38") + + self._results_dir = None + + @property + def results_dir(self) -> MultiPath: + if self._results_dir is None: + if _path_env := os.getenv("PATH_HTC_RESULTS_SPECIES", False): + self._results_dir = unify_path(_path_env) + else: + # If no path is set, we just use the default results directory + self._results_dir = settings.results_dir + settings.log.info( + "The environment variable PATH_HTC_RESULTS_SPECIES is not set. Files for the human project" + f" will be written to {self._results_dir.find_best_location()}" + ) + + return self._results_dir + + @property + def paper_dir(self) -> MultiPath: + target_dir = self.results_dir / "paper" + target_dir.mkdir(parents=True, exist_ok=True) + return target_dir + + +settings_species = SettingsSpecies() diff --git a/htc_projects/species/species_evaluation.py b/htc_projects/species/species_evaluation.py new file mode 100644 index 0000000..48b7fd1 --- /dev/null +++ b/htc_projects/species/species_evaluation.py @@ -0,0 +1,225 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import re +import warnings +from pathlib import Path + +import numpy as np +import pandas as pd +from scipy.interpolate import interp1d + +from htc.models.common.MetricAggregation import MetricAggregation +from htc.settings import settings +from htc.settings_seg import settings_seg +from htc.utils.Config import Config +from htc.utils.helper_functions import median_table +from htc.utils.LabelMapping import LabelMapping +from htc_projects.species.settings_species import settings_species +from htc_projects.species.tables import ischemic_table + + +def load_nested_table(run_folder: str, table_name: str, model: str = "image") -> pd.DataFrame: + assert run_folder.count("*") == 1, f"There must be exactly one wildcard in the run folder name: {run_folder}" + + match = re.search(r"nested-\*-(\d+)", run_folder) + assert match is not None, f"Could not infer the number of folds from the run folder name: {run_folder}" + n_folds = int(match.group(1)) + 1 + + dfs = [] + image_names = set() + runs = sorted((settings.training_dir / model).glob(run_folder)) + assert len(runs) == n_folds, f"Expected {n_folds} runs, but found {len(runs)}" + + for run_dir in runs: + table_path = run_dir / f"{table_name}.pkl.xz" + if table_path.exists(): + df = pd.read_pickle(table_path) + assert set(df["image_name"]).isdisjoint( + image_names + ), f"The same images must not be used across runs:\n{runs = }\n{run_dir = }" + image_names.update(df["image_name"]) + dfs.append(df) + + assert len(dfs) > 0, f"No tables found for the run folder {run_folder}" + return pd.concat(dfs, ignore_index=True) + + +def parameter_evaluation(df: pd.DataFrame, param_name: str, n_bootstraps: int = 1000) -> pd.DataFrame: + """ + Evaluate across parameter values for a table of segmentation scores. + + Args: + df: The table with the segmentation scores. It must contain the scores (e.g., dice_metric) per label and subject and a column with the parameter. + param_name: The name of the parameter to be evaluated. Must exist as column in the table + n_bootstraps: The number of bootstraps to perform. + + Returns: A table with the evaluation results. + """ + params = np.linspace(0, 1, 100) + + def _param_interpolate(x: pd.DataFrame) -> pd.Series: + assert len(x) >= 1, "There must be at least one row" + + if len(x) == 1: + # No interpolation possible with only one value. + param_index = (np.abs(params - x[param_name].item())).argmin() + param_score = np.full(len(params), np.nan) + param_score[param_index] = x["dice_metric"].item() + return pd.Series({f"dice_metric_{param_name}": param_score}) + else: + param2score = interp1d(x[param_name], x["dice_metric"], bounds_error=False) + return pd.Series({f"dice_metric_{param_name}": param2score(params)}) + + # A line for the parameter per label_name and subject_name + dfg = df.groupby(["label_name", "subject_name"], as_index=False).apply(_param_interpolate, include_groups=False) + + def _aggregator_bootstrapping(x: pd.DataFrame) -> pd.Series: + bootstrap_indices = np.random.randint(0, len(x), (len(x), n_bootstraps)) + + # We bootstrap the subject lines + scores = np.stack(x[f"dice_metric_{param_name}"]) # [n_subjects, n_params] + scores_bootstrap = np.nanmean(scores[bootstrap_indices], axis=0) # [n_bootstraps, n_params] + + return pd.Series({ + param_name: params, # [n_params] + f"dice_metric_{param_name}": np.nanmean(scores, axis=0), # [n_params] + f"dice_metric_{param_name}_bootstraps": scores_bootstrap.T, # [n_params, n_bootstraps] + f"dice_metric_{param_name}_mean": np.nanmean(scores_bootstrap, axis=0), # [n_params] + f"dice_metric_{param_name}_q025": np.nanquantile(scores_bootstrap, q=0.025, axis=0), # [n_params] + f"dice_metric_{param_name}_q975": np.nanquantile(scores_bootstrap, q=0.975, axis=0), # [n_params] + }) + + dfg = dfg.groupby("label_name", as_index=False).apply(_aggregator_bootstrapping, include_groups=False) + + # One row per parameter value + dfg = dfg.explode(dfg.columns.difference(["label_name"]).tolist()).reset_index(drop=True) + + return dfg + + +def parameter_comparison( + runs: dict[str, Path], table_name: str, param_name: str, target_labels: list[str] = None +) -> tuple[pd.DataFrame, pd.DataFrame]: + """ + Compare multiple runs across a parameter. + + Args: + runs: A dictionary mapping run names to their corresponding directories. The run names will appear in the output table in the network column. + table_name: The name of the table to load the scores from. + param_name: The name of the parameter to be evaluated. + target_labels: Restrict the analysis to these labels. + + Returns: A tuple containing the bootstrapped evaluation scores and raw, subject-level data as tables. + """ + dfs_scores = [] + dfs_raw = [] + image_names_prev = None + image_names_prev_baseline = None + for name, run_dir in runs.items(): + config = Config(run_dir.with_name(run_dir.name.replace("nested-*-2", "nested-0-2")) / "config.json") + label_mapping = LabelMapping.from_config(config) + + df = load_nested_table(run_folder=run_dir.name, table_name=table_name) + if image_names_prev is None: + image_names_prev = set(df["image_name"]) + else: + assert image_names_prev == set( + df["image_name"] + ), f"The same images must be used across runs: {run_dir.name}" + + df_baseline = load_nested_table(run_folder=run_dir.name, table_name=table_name.removesuffix("_perfusion")) + if image_names_prev_baseline is None: + image_names_prev_baseline = set(df_baseline["image_name"]) + else: + assert image_names_prev_baseline == set( + df_baseline["image_name"] + ), f"The same images must be used across baseline runs: {run_dir.name}" + + df = pd.concat([df, df_baseline], ignore_index=True) + + df = df.explode(["used_labels", "dice_metric"]) + df = df.rename(columns={"used_labels": "label_index"}).infer_objects() + df["label_name"] = [label_mapping.index_to_name(i) for i in df["label_index"]] + + if target_labels is not None: + df = df[df["label_name"].isin(target_labels)] + + image_name_annotations = df["image_name"] + "@" + df["annotation_name"] + + # Sanity check + match = re.search(r"(pig|rat|human)_nested", run_dir.name) + assert match is not None, f"Could not infer species from run folder name {run_dir.name}" + species = match.group(1) + df_ischemic = ischemic_table(label_mapping) + df_ischemic = df_ischemic[ + (df_ischemic["species_name"] == species) & (df_ischemic["label_name"].isin(target_labels)) + ] + assert set(image_name_annotations) == set( + df_ischemic["image_name"] + "@" + df_ischemic["annotation_name"] + ), "Unexpected image names" + + df_median = median_table(image_names=image_name_annotations.tolist()) + df = df.merge( + df_median, + on=["image_name", "label_name", "annotation_name"], + how="left", + suffixes=("", "_y"), + validate="one_to_one", + ) + assert not pd.isna( + df["median_sto2"] + ).any(), "Could not match every image to find the corresponding parameter value" + + # Exclude images with "broken" tissues + df = df[df["median_sto2"] > 0.01] + + np.random.seed(42) # Same bootstraps for each run + + with warnings.catch_warnings(): + warnings.filterwarnings( + action="ignore", message="Mean of empty slice|All-NaN slice encountered", category=RuntimeWarning + ) + df_scores = parameter_evaluation(df, param_name) + + df_scores["network"] = name + dfs_scores.append(df_scores) + + df["network"] = name + dfs_raw.append(df) + + assert image_names_prev is not None + + return pd.concat(dfs_scores, ignore_index=True), pd.concat(dfs_raw, ignore_index=True) + + +def baseline_performance() -> pd.DataFrame: + np.random.seed(42) + + runs = sorted((settings.training_dir / "image").glob(f"{settings_species.model_timestamp}_baseline*_nested-0-2")) + runs += sorted( + (settings.training_dir / "image").glob(f"{settings_species.model_timestamp}_joint_pig-p+rat-p2human_nested-0-2") + ) + + dfs = [] + for run_dir in runs: + match = re.search(r"(pig|rat|human|pig-p\+rat-p2human)(?:_nested-\d+-\d+)?$", run_dir.name) + assert match is not None, f"Could not infer species from run folder name {run_dir.name}" + species = match.group(1) + + config = Config(run_dir / "config.json") + + for target_species in settings_species.species_colors.keys(): + df = load_nested_table( + run_dir.name.replace("nested-0-2", "nested-*-2"), table_name=f"test_table_{target_species}" + ) + df = MetricAggregation( + df, config=config, metrics=["dice_metric", settings_seg.nsd_aggregation_short] + ).grouped_metrics(domains=[], n_bootstraps=1000) + df["network"] = re.sub(r"_nested-\d+-\d+", "", run_dir.name[20:]) + df["source_species"] = species + df["target_species"] = target_species + + dfs.append(df) + + return pd.concat(dfs, ignore_index=True) diff --git a/htc_projects/species/species_transforms.py b/htc_projects/species/species_transforms.py new file mode 100644 index 0000000..f4692d5 --- /dev/null +++ b/htc_projects/species/species_transforms.py @@ -0,0 +1,210 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import torch + +from htc.models.common.transforms import HTCTransformation +from htc.settings import settings +from htc.utils.blosc_compression import decompress_file +from htc.utils.Config import Config +from htc.utils.LabelMapping import LabelMapping + + +class ProjectionTransform(HTCTransformation): + def __init__( + self, + base_name: str, + device: str | torch.device, + config: Config, + label_mode: str = "label_match", + interpolate: bool = False, + target_labels: list[str] = None, + p: float = 1, + **kwargs, + ): + """ + This transformation can be used to randomly apply projections to the spectra of the input images. The projections can be learned using the ProjectionLearner class. + + This can for example be used to transform physiological images to ischemic images. + + Args: + base_name: The stem (name without the suffix) of the blosc file containing the projection matrices relative to `results_dir / projection_matrices`. The first part of the filename defines the projection mode ("weights", "bias" or "weights+bias") + device: The device where the transformations should be applied (usually cuda). + config: The training configuration object. + label_mode: The label operation mode of this transform: + - label_match: Apply the transformation only to spectra with matching labels between the segmentation mask and the label of the projection matrix. A projection matrix is randomly selected for each label and image. + - label_match_extended: Same as label_match, but also apply the transformation to spectra with labels where no projection matrix exists. In this case, a random projection matrix is selected. + - random: Apply the transformation to all spectra with a random projection matrix. In this mode, the label information is ignored completely. + interpolate: If True, interpolate the original spectra with the transformed spectra with a random interpolation weight. + target_labels: Apply the transformation only to spectra from these labels (label_match mode). If None, apply to all spectra where a corresponding projection matrix with the same label exists. + p: Probability of applying the augmentation to an image. + **kwargs: Additional keyword arguments passed to the parent class. + """ + super().__init__(**kwargs) + self.base_name = base_name + self.label_mode = label_mode + assert self.label_mode in [ + "label_match", + "label_match_extended", + "random", + ], f"Invalid label mode: {self.label_mode}" + self.interpolate = interpolate + self.target_labels = target_labels + self.p = p + assert 0 <= self.p <= 1, f"Invalid p value: {self.p}" + + mapping = LabelMapping.from_config(config) + variables = decompress_file(settings.results_dir / "projection_matrices" / f"{self.base_name}.blosc") + + self.projection_mode = self.base_name.split("_")[0] + if self.projection_mode == "weights": + self.matrices = {mapping.name_to_index(l): torch.from_numpy(t).to(device) for l, t in variables.items()} + elif self.projection_mode == "bias": + self.biases = {mapping.name_to_index(l): torch.from_numpy(t).to(device) for l, t in variables.items()} + elif self.projection_mode == "weights+bias": + self.matrices = { + mapping.name_to_index(l): torch.from_numpy(t[:, :, :-1]).to(device) for l, t in variables.items() + } + self.biases = { + mapping.name_to_index(l): torch.from_numpy(t[:, :, -1]).to(device) for l, t in variables.items() + } + else: + raise ValueError(f"Invalid projection mode: {self.projection_mode}") + + n_channels = config["input/n_channels"] + if "weights" in self.projection_mode: + assert all(m.ndim == 3 for m in self.matrices.values()), "Incorrect number of dimensions for the matrices" + assert all(m.shape[1:] == (n_channels, n_channels) for m in self.matrices.values()), "Invalid matrix size" + if "bias" in self.projection_mode: + assert all(b.ndim == 2 for b in self.biases.values()), "Incorrect number of dimensions for the bias" + assert all(b.shape[1] == n_channels for b in self.biases.values()), "Invalid bias size" + if self.projection_mode == "weights+bias": + assert self.matrices.keys() == self.biases.keys(), "Matrices and biases do not use the same labels" + assert all( + m.shape[0] == b.shape[0] for m, b in zip(self.matrices.values(), self.biases.values(), strict=True) + ), "Shape mismatch between matrices and biases" + + if self.label_mode == "random": + if "weights" in self.projection_mode: + self.matrices = torch.cat(list(self.matrices.values()), dim=0) + if "bias" in self.projection_mode: + self.biases = torch.cat(list(self.biases.values()), dim=0) + + self._main_variable = self.matrices if "weights" in self.projection_mode else self.biases + + if self.target_labels is not None: + assert self.label_mode.startswith("label_match"), "target_labels can only be used with label_match modes" + self.target_label_indices = {mapping.name_to_index(label) for label in self.target_labels} + + def __repr__(self) -> str: + return ( + f"ProjectionTransform(base_name={self.base_name}, label_mode={self.label_mode}," + f" projection_mode={self.projection_mode}, interpolate={self.interpolate}," + f" target_labels={self.target_labels}, p={self.p})" + ) + + def __call__(self, batch: dict[str, torch.Tensor]) -> dict[str, torch.Tensor]: + selection = torch.rand(batch["features"].size(0)) <= self.p + + if selection.any(): + if self.label_mode == "label_match" or self.label_mode == "label_match_extended": + self._apply_label_match(batch, selection) + elif self.label_mode == "random": + self._apply_random(batch, selection) + else: + raise ValueError(f"Invalid mode: {self.label_mode}") + + return batch + + def _apply_label_match(self, batch: dict[str, torch.Tensor], selection: torch.Tensor) -> None: + for b in range(batch["features"].size(0)): + if not selection[b]: + continue + + labels = batch["labels"][b].unique().tolist() + if self.target_labels is not None: + labels = [l for l in labels if l in self.target_label_indices] + + if self.label_mode != "label_match_extended": + labels = [l for l in labels if l in self._main_variable] + + if len(labels) == 0: + continue + + for label_index in labels: + if label_index in self._main_variable: + matrix_label_index = label_index + else: + assert self.label_mode == "label_match_extended", "Invalid mode" + + # Use matrix from any other label + matrix_label_index = torch.randint(0, len(self._main_variable), (1,)).item() + matrix_label_index = list(self._main_variable.keys())[matrix_label_index] + + if self.label_mode == "label_match": + assert label_index == matrix_label_index, "labels must match in label_match mode" + + matrix_index = torch.randint(0, self._main_variable[matrix_label_index].size(0), (1,)).item() + + # Only spectra from the current target label + label_selection = batch["labels"][b] == label_index + selected_features = batch["features"][b, label_selection] + + if self.projection_mode == "weights": + transformed = selected_features @ self.matrices[matrix_label_index][matrix_index] + elif self.projection_mode == "bias": + transformed = selected_features + self.biases[matrix_label_index][matrix_index] + elif self.projection_mode == "weights+bias": + transformed = ( + selected_features @ self.matrices[matrix_label_index][matrix_index] + + self.biases[matrix_label_index][matrix_index] + ) + else: + raise ValueError(f"Invalid projection mode: {self.projection_mode}") + transformed = transformed.to(dtype=batch["features"].dtype) + + if self.interpolate: + # Weights must be broadcastable + weights = torch.rand((1,), device=transformed.device) # [B] + weights = weights.reshape(weights.shape + (1,) * len(transformed.shape[1:])) # [B, 1] + + batch["features"][b, label_selection] = torch.lerp( + batch["features"][b, label_selection], transformed, weights + ) + else: + batch["features"][b, label_selection] = transformed + + def _apply_random(self, batch: dict[str, torch.Tensor], selection: torch.Tensor) -> None: + # Select one matrix per image + matrix_indices = torch.randint( + 0, self._main_variable.size(0), (selection.sum(),), device=batch["features"].device + ) + + selected_features = batch["features"][selection] + original_shape = selected_features.shape + selected_features = selected_features.reshape( + selected_features.size(0), + selected_features.size(1) * selected_features.size(2), + selected_features.size(3), + ) + + if self.projection_mode == "weights": + transformed = torch.bmm(selected_features, self.matrices[matrix_indices]).to(dtype=batch["features"].dtype) + elif self.projection_mode == "bias": + transformed = selected_features + self.biases[matrix_indices].unsqueeze(1) + elif self.projection_mode == "weights+bias": + transformed = torch.bmm(selected_features, self.matrices[matrix_indices]) + self.biases[ + matrix_indices + ].unsqueeze(1) + else: + raise ValueError(f"Invalid projection mode: {self.projection_mode}") + transformed = transformed.reshape(original_shape).to(dtype=batch["features"].dtype) + + if self.interpolate: + # Weights must be broadcastable + weights = torch.rand(transformed.size(0), device=transformed.device) # [B] + weights = weights.reshape(weights.shape + (1,) * len(transformed.shape[1:])) # [B, 1, 1, 1] + + batch["features"][selection] = torch.lerp(batch["features"][selection], transformed, weights) + else: + batch["features"][selection] = transformed diff --git a/htc_projects/species/tables.py b/htc_projects/species/tables.py new file mode 100644 index 0000000..83fd522 --- /dev/null +++ b/htc_projects/species/tables.py @@ -0,0 +1,290 @@ +# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ +# SPDX-License-Identifier: MIT + +import numpy as np +import pandas as pd + +from htc import median_table +from htc.models.data.DataSpecification import DataSpecification +from htc.utils.helper_functions import add_times_table, sort_labels +from htc.utils.LabelMapping import LabelMapping +from htc_projects.atlas.tables import standardized_recordings +from htc_projects.rat.tables import standardized_recordings_rat +from htc_projects.species.settings_species import settings_species + + +def baseline_table(label_mapping: LabelMapping = None) -> pd.DataFrame: + """ + Load the physiological median spectra data from all species (species_name column). + + The same images as used for training are loaded here. + + Args: + label_mapping: Optional label mapping passed on to the median_table function. + + Returns: Median spectra with species information. + """ + spec_pig = DataSpecification("pig_semantic-only_5folds_nested-0-2_mapping-12_seed-0.json") + spec_rat = DataSpecification("rat_semantic-only_5folds_nested-0-2_mapping-12_seed-0.json") + spec_human = DataSpecification("human_semantic-only_physiological-kidney_5folds_nested-0-2_mapping-12_seed-0.json") + + dfs = [] + for spec, species_name in [(spec_pig, "pig"), (spec_rat, "rat"), (spec_human, "human")]: + spec.activate_test_set() + if label_mapping is not None: + # Remove images which do not contain any of the requested labels (e.g., background may not be needed) + paths = [ + p + for p in spec.paths() + if len(set(p.annotated_labels()).intersection(label_mapping.label_names(all_names=True))) > 0 + ] + else: + paths = spec.paths() + + df = median_table(paths=paths, label_mapping=label_mapping, keep_mapped_columns=False) + df["species_name"] = species_name + dfs.append(df) + + df = pd.concat(dfs, ignore_index=True) + + return sort_labels(df) + + +def ischemic_table(label_mapping: LabelMapping = None) -> pd.DataFrame: + """ + Load ischemic median spectra data from all pig and rat species (species_name column). This includes a diff_spectrum column that contains the difference between the normalized median spectrum for each row and the physiological spectrum. + + The physiological data is loaded as well for each species so that this table is the most comprehensive overview of used images. + + Args: + label_mapping: Optional label mapping passed on to the median_table function. + + Returns: The ischemic median spectra data. + """ + + def _add_diff_spectra( + df: pd.DataFrame, base_spectra: pd.DataFrame, base_spectra_global: pd.DataFrame = None + ) -> None: + diff_spectra = [] + for i, row in df.iterrows(): + if (row["subject_name"], row["label_name"]) in base_spectra.index: + diff_spectra.append( + row["median_normalized_spectrum"] + - base_spectra.loc[(row["subject_name"], row["label_name"])]["median_normalized_spectrum"] + ) + else: + assert base_spectra_global is not None, ( + "base_spectra_global is missing but there is no base spectrum for subject" + f" {row['subject_name']} and label {row['label_name']}" + ) + diff_spectra.append( + row["median_normalized_spectrum"] + - base_spectra_global.loc[row["label_name"]]["median_normalized_spectrum"] + ) + df["diff_spectrum"] = diff_spectra + + dfk = median_table( + dataset_name="2023_04_22_Tivita_multiorgan_kidney", + annotation_name="semantic#primary", + label_mapping=label_mapping, + keep_mapped_columns=False, + ) + dfk = dfk.query("label_name == 'kidney'").copy() + dfk["species_name"] = "pig" + + dfk["phase_type"] = dfk["phase_type"].astype("category") + dfk["phase_type"] = dfk["phase_type"].cat.set_categories(["physiological", "ischemia", "avascular", "stasis"]) + dfk = sort_labels(dfk, sorting_cols=["label_name", "phase_type"]) + add_times_table(dfk, groups=["subject_name"]) + dfk.reset_index(drop=True, inplace=True) + + base_spectra = ( + dfk.query("phase_type == 'physiological'") + .groupby(["subject_name", "label_name"]) + .agg( + median_normalized_spectrum=pd.NamedAgg( + column="median_normalized_spectrum", aggfunc=lambda c: np.mean(np.stack(c), axis=0) + ), + ) + ) + _add_diff_spectra(dfk, base_spectra) + + dfa = median_table( + dataset_name="2023_12_05_Tivita_multiorgan_aortic_clamping", + label_mapping=label_mapping, + keep_mapped_columns=False, + ) + add_times_table(dfa, groups=["subject_name"]) + dfa["species_name"] = "pig" + + base_spectra = ( + dfa.query("phase_type == 'physiological'") + .groupby(["subject_name", "label_name"]) + .agg( + median_normalized_spectrum=pd.NamedAgg( + column="median_normalized_spectrum", aggfunc=lambda c: np.mean(np.stack(c), axis=0) + ), + ) + ) + + # Some labels like unclear_organic are not available for all subjects + base_spectra_global = base_spectra.groupby(["label_name"]).agg( + median_normalized_spectrum=pd.NamedAgg( + column="median_normalized_spectrum", aggfunc=lambda c: np.mean(np.stack(c), axis=0) + ), + ) + _add_diff_spectra(dfa, base_spectra, base_spectra_global=base_spectra_global) + + dfr = median_table( + dataset_name="2023_12_07_Tivita_multiorgan_rat#perfusion_experiments", + label_mapping=label_mapping, + keep_mapped_columns=False, + ) + add_times_table(dfr, groups=["subject_name"]) + dfr["species_name"] = "rat" + + base_spectra = ( + dfr.query("phase_type == 'physiological'") + .groupby(["subject_name", "label_name"]) + .agg( + median_normalized_spectrum=pd.NamedAgg( + column="median_normalized_spectrum", aggfunc=lambda c: np.mean(np.stack(c), axis=0) + ), + ) + ) + _add_diff_spectra(dfr, base_spectra) + + df_baseline = baseline_table(label_mapping=label_mapping) + + dfh_phys = df_baseline[df_baseline["species_name"] == "human"].copy() + dfh_phys["perfusion_state"] = "physiological" + dfh_phys["baseline_dataset"] = True + base_spectra = dfh_phys.groupby(["subject_name", "label_name"]).agg( + median_normalized_spectrum=pd.NamedAgg( + column="median_normalized_spectrum", aggfunc=lambda c: np.mean(np.stack(c), axis=0) + ), + ) + base_spectra_global = base_spectra.groupby(["label_name"]).agg( + median_normalized_spectrum=pd.NamedAgg( + column="median_normalized_spectrum", aggfunc=lambda c: np.mean(np.stack(c), axis=0) + ), + ) + dfh_mal = median_table( + dataset_name="2021_07_26_Tivita_multiorgan_human", + annotation_name="polygon#malperfused", + label_mapping=label_mapping, + keep_mapped_columns=False, + ) + + # There is unavoidable overlap between the physiological and malperfused images for humans but this is only for the non-target labels + n_target_labels = dfh_mal.label_name.isin(settings_species.malperfused_labels).sum() + dfh_mal = dfh_mal[~dfh_mal.image_name.isin(dfh_phys.image_name)].copy() + assert ( + dfh_mal.label_name.isin(settings_species.malperfused_labels).sum() == n_target_labels + ), "The number of target labels must not change" + + dfh_mal["species_name"] = "human" + dfh_mal["perfusion_state"] = "malperfused" + _add_diff_spectra(dfh_mal, base_spectra, base_spectra_global) + + # Every semantically annotated image which has not been used previously + dfh_unclear = median_table( + dataset_name="2021_07_26_Tivita_multiorgan_human", + annotation_name="semantic#primary", + label_mapping=label_mapping, + keep_mapped_columns=False, + ) + dfh_unclear = dfh_unclear[ + ~(dfh_unclear.image_name.isin(dfh_phys.image_name) | dfh_unclear.image_name.isin(dfh_mal.image_name)) + ].copy() + assert set(settings_species.malperfused_kidney_subjects).issubset( + set(dfh_unclear.subject_name) + ), "All manually excluded kidney subjects must be unclear" + dfh_unclear["species_name"] = "human" + dfh_unclear["perfusion_state"] = "unclear" + + # Also add the other physiological images we have for pig and rat + df_baseline_rest = df_baseline[df_baseline["species_name"] != "human"].copy() + df_baseline_rest["phase_type"] = "physiological" + df_baseline_rest["baseline_dataset"] = True + + df = pd.concat([dfk, dfa, dfr, dfh_phys, dfh_mal, dfh_unclear, df_baseline_rest], ignore_index=True) + with pd.option_context("future.no_silent_downcasting", True): + df["baseline_dataset"] = df["baseline_dataset"].fillna(False).astype(bool) + + # There may be multiple label names which get mapped to background and hence would have the same image_name and label_name in this table + assert ( + df[df.label_name != "background"].set_index(["image_name", "label_name"]).index.is_unique + ), "There must be no overlap between the different tables" + + return df + + +def ischemic_clear_table(label_mapping: LabelMapping = None) -> pd.DataFrame: + """ + Subset of the ischemic table which only includes clear perfusion states. + + Args: + label_mapping: Optional label mapping passed on to the median_table function. + + Returns: The ischemic median spectra data with only clear perfusion states. + """ + df = ischemic_table(label_mapping=label_mapping) + + # Select for each species only the clear perfusion states + df_rat = df.query("species_name == 'rat'").copy() + df_rat = df_rat[ + (pd.isna(df_rat.reperfused) | (df_rat.reperfused == False)) # noqa: E712 + & (pd.isna(df_rat.phase_time) | df_rat.phase_time != 0) + ] + assert not pd.isna(df_rat["phase_type"]).any(), "All rat images must have a phase type" + df_rat["perfusion_state"] = df_rat["phase_type"].map({ + "physiological": "physiological", + "ischemia": "malperfused", + "stasis": "malperfused", + "avascular": "malperfused", + }) + + df_pig = df.query("species_name == 'pig'").copy() + assert not pd.isna(df_pig["phase_type"]).any(), "All pig images must have a phase type" + df_pig["perfusion_state"] = df_pig["phase_type"].map({ + "physiological": "physiological", + "ischemia": "malperfused", + "stasis": "malperfused", + "avascular": "malperfused", + }) + + df_human = df.query("species_name == 'human'").copy() + df_human = df_human[df_human["perfusion_state"] != "unclear"] + + return pd.concat([df_human, df_rat, df_pig], ignore_index=True) + + +def paper_table() -> pd.DataFrame: + """ + Complete table which includes all data which is used in the paper. + + Returns: Median spectra table from all images. + """ + # Figure 7 shows all baseline data, Figure 8 all kidney data + df = ischemic_table(settings_species.label_mapping) + df = df[df.baseline_dataset | df.label_name.isin(settings_species.malperfused_labels)].copy() + df["standardized_recordings"] = False + + # LMM data + label_mapping = settings_species.label_mapping_organs + df_pig = standardized_recordings() + df_pig["species_name"] = "pig" + df_pig["baseline_dataset"] = False + df_pig["standardized_recordings"] = True + df_pig = df_pig.query("label_name in @label_mapping.label_names()").copy() + df_rat = standardized_recordings_rat(label_mapping=label_mapping, Camera_CamID="0202-00118") + df_rat["species_name"] = "rat" + df_rat["baseline_dataset"] = False + df_rat["standardized_recordings"] = True + + names = set(df.image_name) + df_pig = df_pig[~df_pig.image_name.isin(names)] + df_rat = df_rat[~df_rat.image_name.isin(names)] + + return pd.concat([df, df_pig, df_rat], ignore_index=True) diff --git a/paper/XenoLearning2024/DataStatistics.ipynb b/paper/XenoLearning2024/DataStatistics.ipynb new file mode 100644 index 0000000..2f9efab --- /dev/null +++ b/paper/XenoLearning2024/DataStatistics.ipynb @@ -0,0 +1,11594 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import pandas as pd\n", + "import plotly.express as px\n", + "import plotly.io as pio\n", + "\n", + "from htc.utils.helper_functions import sort_labels\n", + "from htc_projects.rat.settings_rat import settings_rat\n", + "from htc_projects.species.settings_species import settings_species\n", + "from htc_projects.species.tables import paper_table\n", + "\n", + "pio.kaleido.scope.mathjax = None" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "alignmentgroup": "True", + "hovertemplate": "subject_name=P041
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df = paper_table()\n", + "assert pd.isna(df[\"species_name\"]).sum() == 0\n", + "\n", + "df_labels = df.groupby([\"species_name\", \"label_name\", \"subject_name\"], as_index=False).agg(\n", + " n_images=pd.NamedAgg(column=\"image_name\", aggfunc=\"nunique\")\n", + ")\n", + "df_labels[\"species_name\"] = df_labels[\"species_name\"].astype(\"category\")\n", + "df_labels[\"species_name\"] = df_labels[\"species_name\"].cat.set_categories(settings_species.species_colors.keys())\n", + "\n", + "df_labels = sort_labels(df_labels, sorting_cols=[\"species_name\", \"subject_name\", \"label_name\"])\n", + "labels = sort_labels(df_labels.label_name.unique())\n", + "labels_plotly = [settings_rat.labels_paper_renaming.get(l, l) for l in labels]\n", + "df_labels = df_labels.replace(labels, labels_plotly)\n", + "\n", + "colors = {}\n", + "for i, row in df_labels.iterrows():\n", + " if row[\"subject_name\"] not in colors:\n", + " colors[row[\"subject_name\"]] = settings_species.species_colors[row[\"species_name\"]]\n", + "\n", + "fig = px.bar(\n", + " df_labels,\n", + " x=\"label_name\",\n", + " y=\"n_images\",\n", + " color=\"subject_name\",\n", + " facet_col=\"species_name\",\n", + " facet_col_wrap=1,\n", + " color_discrete_map=colors,\n", + " category_orders={\"label_name\": labels_plotly},\n", + ")\n", + "\n", + "for row_idx, species in enumerate(reversed(settings_species.species_colors.keys())):\n", + " df_labels_species = df_labels[df_labels.species_name == species]\n", + " df_labels_species = df_labels_species.groupby(\"label_name\", as_index=False).agg(\n", + " n_subjects=pd.NamedAgg(column=\"subject_name\", aggfunc=\"nunique\")\n", + " )\n", + " for i, row_data in df_labels_species.iterrows():\n", + " n_images = df_labels[\n", + " (df_labels.species_name == species) & (df_labels.label_name == row_data[\"label_name\"])\n", + " ].n_images.sum()\n", + " fig.add_annotation(\n", + " x=row_data[\"label_name\"],\n", + " y=n_images,\n", + " text=row_data[\"n_subjects\"],\n", + " xanchor=\"center\",\n", + " yanchor=\"bottom\",\n", + " xref=\"x\",\n", + " yref=\"y\",\n", + " showarrow=False,\n", + " row=row_idx + 1,\n", + " col=1,\n", + " )\n", + "\n", + "for i, annotation in enumerate(fig.layout.annotations):\n", + " if \"species_name\" in fig.layout.annotations[i].text:\n", + " fig.layout.annotations[i].text = \"\"\n", + "\n", + "fig.update_yaxes(matches=None)\n", + "fig.update_xaxes(title=\"label name\", row=1)\n", + "fig.update_yaxes(title=\"# images\", title_standoff=5)\n", + "fig.update_layout(height=1200, width=1200, template=\"plotly_white\")\n", + "fig.update_layout(font_family=\"Libertinus Sans\", font_size=16)\n", + "fig.update_layout(showlegend=False)\n", + "fig.update_annotations(font=dict(size=20))\n", + "fig.update_yaxes(tickformat=\",\")\n", + "fig.write_image(settings_species.paper_dir / \"data_statistics.pdf\")\n", + "fig.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "htc", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/paper/XenoLearning2024/DomainShiftPerformance.ipynb b/paper/XenoLearning2024/DomainShiftPerformance.ipynb new file mode 100644 index 0000000..38575f0 --- /dev/null +++ b/paper/XenoLearning2024/DomainShiftPerformance.ipynb @@ -0,0 +1,11666 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import numpy as np\n", + "import plotly.graph_objects as go\n", + "import plotly.io as pio\n", + "from plotly.subplots import make_subplots\n", + "\n", + "from htc.settings_seg import settings_seg\n", + "from htc.utils.helper_functions import sort_labels\n", + "from htc.utils.visualization import boxplot_symbols\n", + "from htc_projects.species.settings_species import settings_species\n", + "from htc_projects.species.species_evaluation import baseline_performance\n", + "\n", + "pio.kaleido.scope.mathjax = None" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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label_indexdice_metricdice_metric_bootstrapssurface_dice_metric_meansurface_dice_metric_mean_bootstrapslabel_namenetworksource_speciestarget_species
010.317947[0.34074875820826483, 0.362413721895955, 0.315...0.249723[0.2633802482715009, 0.2757965110866666, 0.246...stomachbaseline_humanhumanpig
120.621578[0.6773898810167376, 0.5772742601424683, 0.685...0.371644[0.3776121832154154, 0.3553180572116855, 0.393...small_bowelbaseline_humanhumanpig
230.227294[0.19941976478418066, 0.223918239511965, 0.198...0.171938[0.160747846172235, 0.16414551307462483, 0.143...colonbaseline_humanhumanpig
340.554063[0.49920446694225895, 0.6304400772439798, 0.56...0.258349[0.24268291278031065, 0.2950893455816702, 0.27...liverbaseline_humanhumanpig
450.000093[9.349933825433254e-05, 0.0, 9.349933825433254...0.001226[0.0012258368943418776, 0.0, 0.001225836894341...pancreasbaseline_humanhumanpig
..............................
13980.888016[0.8856765283399728, 0.8988884758969858, 0.875...0.786295[0.7914921903963246, 0.8094676639163111, 0.774...omentumjoint_pig-p+rat-p2humanpig-p+rat-p2humanhuman
14090.862759[0.8484361171722412, 0.8544848998387655, 0.888...0.730757[0.7052413533793555, 0.7371561147107019, 0.816...lungjoint_pig-p+rat-p2humanpig-p+rat-p2humanhuman
141100.815231[0.7925396424124574, 0.8349951520241876, 0.824...0.844757[0.8140680448519234, 0.8611372900407308, 0.864...skinjoint_pig-p+rat-p2humanpig-p+rat-p2humanhuman
142110.612838[0.6067706619435445, 0.5486092639125251, 0.650...0.654853[0.6474966068116444, 0.6145212012178757, 0.671...peritoneumjoint_pig-p+rat-p2humanpig-p+rat-p2humanhuman
14300.985669[0.9832118419629218, 0.9885164458057996, 0.984...0.905114[0.902000980520579, 0.9102479997000477, 0.9021...backgroundjoint_pig-p+rat-p2humanpig-p+rat-p2humanhuman
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144 rows × 9 columns

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surface_dice_metric_mean \\\n", + "0 0.249723 \n", + "1 0.371644 \n", + "2 0.171938 \n", + "3 0.258349 \n", + "4 0.001226 \n", + ".. ... \n", + "139 0.786295 \n", + "140 0.730757 \n", + "141 0.844757 \n", + "142 0.654853 \n", + "143 0.905114 \n", + "\n", + " surface_dice_metric_mean_bootstraps label_name \\\n", + "0 [0.2633802482715009, 0.2757965110866666, 0.246... stomach \n", + "1 [0.3776121832154154, 0.3553180572116855, 0.393... small_bowel \n", + "2 [0.160747846172235, 0.16414551307462483, 0.143... colon \n", + "3 [0.24268291278031065, 0.2950893455816702, 0.27... liver \n", + "4 [0.0012258368943418776, 0.0, 0.001225836894341... pancreas \n", + ".. ... ... \n", + "139 [0.7914921903963246, 0.8094676639163111, 0.774... omentum \n", + "140 [0.7052413533793555, 0.7371561147107019, 0.816... lung \n", + "141 [0.8140680448519234, 0.8611372900407308, 0.864... skin \n", + "142 [0.6474966068116444, 0.6145212012178757, 0.671... peritoneum \n", + "143 [0.902000980520579, 0.9102479997000477, 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species_namelabel_nameperfusion_stateparam_hist_meanparam_hist_q025param_hist_q975param_kde_meanparam_kde_q025param_kde_q975median_normalized_spectrum_meanmedian_normalized_spectrum_q025median_normalized_spectrum_q975
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" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "labels = settings_species.malperfused_labels\n", + "df = ischemic_clear_table().query(\"label_name in @labels\")\n", + "df_all = ischemic_table().query(\"label_name in @labels\")\n", + "\n", + "pca = PCA(n_components=2, whiten=True)\n", + "X_pca = pca.fit(np.stack(df_all[\"median_normalized_spectrum\"])) # Same PCA as in the perfusion performance figure\n", + "X_pca = pca.transform(np.stack(df[\"median_normalized_spectrum\"]))\n", + "df[\"pca_1\"] = X_pca[:, 0]\n", + "df[\"pca_2\"] = X_pca[:, 1]\n", + "\n", + "\n", + "def _kde_estimate(x: pd.Series) -> list[float]:\n", + " kde = KernelDensity(bandwidth=0.03).fit(x.values.reshape(-1, 1))\n", + " scores = kde.score_samples(x_param.reshape(-1, 1))\n", + " scores = np.exp(scores)\n", + " return list(scores)\n", + "\n", + "\n", + "x_param = np.linspace(0, 1, 100)\n", + "dfg = df.groupby([\"subject_name\", \"species_name\", \"label_name\", \"perfusion_state\"], as_index=False).agg(\n", + " param_hist=pd.NamedAgg(column=\"median_sto2\", aggfunc=lambda x: list(np.histogram(x, bins=10, range=(0, 1))[0])),\n", + " param_kde=pd.NamedAgg(column=\"median_sto2\", aggfunc=_kde_estimate),\n", + " median_normalized_spectrum=pd.NamedAgg(\n", + " column=\"median_normalized_spectrum\", aggfunc=lambda c: np.mean(np.stack(c), axis=0)\n", + " ),\n", + ")\n", + "\n", + "np.random.seed(42)\n", + "dfg_bootstraps = dfg.groupby([\"species_name\", \"label_name\", \"perfusion_state\"], as_index=False).apply(\n", + " partial(aggregator_bootstrapping, columns=[\"param_hist\", \"param_kde\", \"median_normalized_spectrum\"]),\n", + " include_groups=False,\n", + ")\n", + "dfg_bootstraps" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "x: %{x:.2f}
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reflectance [a.u.]\", row=row_idx + 1, col=2)\n", + " if row_idx == n_rows - 1:\n", + " fig.update_xaxes(title=\"wavelength [nm]\", row=row_idx + 1, col=2)\n", + "\n", + " arrows.append(arrow_positions)\n", + "\n", + "for row_idx, arrow in enumerate(arrows):\n", + " for c, positions in arrow.items():\n", + " y_overfill = 0.0002 if positions[0] > positions[1] else -0.0002\n", + " fig.add_annotation(\n", + " ax=wavelengths[c], # xstart\n", + " ay=positions[0] + y_overfill, # ystart\n", + " x=wavelengths[c], # xend\n", + " y=positions[1] - y_overfill, # yend\n", + " xref=f\"x{row_idx * n_cols + 2}\",\n", + " yref=f\"y{row_idx * n_cols + 2}\",\n", + " axref=f\"x{row_idx * n_cols + 2}\",\n", + " ayref=f\"y{row_idx * n_cols + 2}\",\n", + " showarrow=True,\n", + " arrowhead=3,\n", + " arrowwidth=2,\n", + " arrowcolor=\"black\",\n", + " text=\"\",\n", + " row=row_idx + 1,\n", + " col=2,\n", + " )\n", + "\n", + "fig.update_layout(height=800, width=1200, template=\"plotly_white\")\n", + 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "n_rows = 1\n", + "n_cols = len(labels)\n", + "fig = make_subplots(\n", + " n_rows,\n", + " n_cols,\n", + " shared_xaxes=True,\n", + " shared_yaxes=True,\n", + " vertical_spacing=0.03,\n", + " horizontal_spacing=0.03,\n", + ")\n", + "\n", + "point_traces = []\n", + "centroid_traces = []\n", + "for col_idx, label_name in enumerate(labels):\n", + " for species_name in df.species_name.unique():\n", + " prev_xc = None\n", + " prev_yc = None\n", + " for perfusion_state in [\"physiological\", \"malperfused\"]:\n", + " df_state = df[\n", + " (df.species_name == species_name)\n", + " & (df.label_name == label_name)\n", + " & (df.perfusion_state == perfusion_state)\n", + " ]\n", + " marker = dict(\n", + " color=settings_species.species_colors[species_name],\n", + " symbol=\"circle\" if perfusion_state == \"physiological\" else \"star\",\n", + " )\n", + "\n", + " point_traces.append(\n", + " dict(\n", + " trace=go.Scatter(\n", + " x=df_state[\"pca_1\"],\n", + " y=df_state[\"pca_2\"],\n", + " mode=\"markers\",\n", + " marker=marker,\n", + " name=f\"{species_name}#{perfusion_state}\",\n", + " legendgroup=species_name,\n", + " opacity=0.5,\n", + " ),\n", + " row=1,\n", + " col=col_idx + 1,\n", + " )\n", + " )\n", + "\n", + " # Hierarchical aggregation of the centroids\n", + " df_state_pca = df_state.groupby(\"subject_name\")[[\"pca_1\", \"pca_2\"]].mean()\n", + " xc = df_state_pca[\"pca_1\"].mean()\n", + " yc = df_state_pca[\"pca_2\"].mean()\n", + "\n", + " centroid_traces.append(\n", + " dict(\n", + " trace=go.Scatter(\n", + " x=[xc],\n", + " y=[yc],\n", + " mode=\"markers\",\n", + " marker=marker,\n", + " name=f\"{species_name}#{perfusion_state}\",\n", + " legendgroup=species_name,\n", + " marker_size=15,\n", + " marker_line_width=1.5,\n", + " ),\n", + " row=1,\n", + " col=col_idx + 1,\n", + " )\n", + " )\n", + "\n", + " if prev_xc is None:\n", + " prev_xc = xc\n", + " prev_yc = yc\n", + " else:\n", + " fig.add_annotation(\n", + " ax=prev_xc, # xstart\n", + " ay=prev_yc, # ystart\n", + " x=xc, # xend\n", + " y=yc, # yend\n", + " xref=\"x1\",\n", + " yref=\"y1\",\n", + " axref=\"x1\",\n", + " ayref=\"y1\",\n", + " showarrow=True,\n", + " arrowhead=2,\n", + " arrowwidth=1.5,\n", + " arrowcolor=\"black\",\n", + " text=\"\",\n", + " )\n", + "\n", + "# Make sure the mean traces are below the point traces\n", + "for t in point_traces:\n", + " fig.add_trace(**t)\n", + "for t in centroid_traces:\n", + " fig.add_trace(**t)\n", + "\n", + "fig.update_xaxes(title=f\"PC 1 ({pca.explained_variance_ratio_[0] * 100:.0f} %) [a.u.]\", row=1, col=1)\n", + "fig.update_xaxes(title=f\"PC 1 ({pca.explained_variance_ratio_[0] * 100:.0f} %) [a.u.]\", row=1, col=2)\n", + "fig.update_yaxes(title=f\"PC 2 ({pca.explained_variance_ratio_[1] * 100:.0f} %) [a.u.]\", row=1, col=1)\n", + "\n", + "fig.update_annotations(font=dict(size=20))\n", + "for i, annotation in enumerate(fig.layout.annotations):\n", + " fig.layout.annotations[i].text = settings_rat.labels_paper_renaming.get(\n", + " fig.layout.annotations[i].text, fig.layout.annotations[i].text\n", + " )\n", + "fig.update_layout(template=\"plotly_white\", width=1200, height=600)\n", + "fig.update_layout(font_family=\"Libertinus Sans\", font_size=16)\n", + "fig.update_layout(showlegend=False)\n", + "\n", + "fig.write_image(settings_species.paper_dir / \"malperfused_pca_base.pdf\")\n", + "fig" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "htc", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/paper/XenoLearning2024/MedianSpectra.ipynb b/paper/XenoLearning2024/MedianSpectra.ipynb new file mode 100644 index 0000000..cc75ce3 --- /dev/null +++ b/paper/XenoLearning2024/MedianSpectra.ipynb @@ -0,0 +1,25868 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly.io as pio\n", + "\n", + "from htc.utils.helper_functions import sort_labels\n", + "from htc.utils.visualization import create_median_spectra_comparison_figure\n", + "from htc_projects.rat.settings_rat import settings_rat\n", + "from htc_projects.species.settings_species import settings_species\n", + "from htc_projects.species.tables import baseline_table\n", + "\n", + "pio.kaleido.scope.mathjax = None" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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subject_namespecies_namelabel_namemedian_normalized_spectrum
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4SPACE_000008humanstomach[0.0024084495, 0.0024103245, 0.0023038439, 0.0...
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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = create_median_spectra_comparison_figure(\n", + " df,\n", + " group_column=\"species_name\",\n", + " color_mapping=settings_species.species_colors,\n", + " n_cols=3,\n", + ")\n", + "fig.update_layout(font_family=\"Libertinus Sans\", font_size=16)\n", + "fig.update_layout(showlegend=False)\n", + "fig.update_layout(width=1200)\n", + "fig.update_annotations(font=dict(size=20))\n", + "for i, annotation in enumerate(fig.layout.annotations):\n", + " fig.layout.annotations[i].text = settings_rat.labels_paper_renaming.get(\n", + " fig.layout.annotations[i].text, fig.layout.annotations[i].text\n", + " )\n", + "\n", + "fig.update_layout(title=None)\n", + "fig.write_image(settings_species.paper_dir / \"median_spectra_species_base.pdf\")\n", + "fig" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "htc", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/paper/XenoLearning2024/MethodConcept.ipynb b/paper/XenoLearning2024/MethodConcept.ipynb new file mode 100644 index 0000000..7fe5fe0 --- /dev/null +++ b/paper/XenoLearning2024/MethodConcept.ipynb @@ -0,0 +1,1516 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
[WARNING][py.warnings]                                                                                   warnings.py:110\n",
+       "/home/j562r/miniconda3/envs/htc/lib/python3.11/site-packages/kornia/feature/lightglue.py:44:                            \n",
+       "FutureWarning: `torch.cuda.amp.custom_fwd(args...)` is deprecated. Please use                                           \n",
+       "`torch.amp.custom_fwd(args..., device_type='cuda')` instead.                                                            \n",
+       "  @torch.cuda.amp.custom_fwd(cast_inputs=torch.float32)                                                                 \n",
+       "                                                                                                                        \n",
+       "
\n" + ], + "text/plain": [ + "\u001b[1m[\u001b[0m\u001b[33mWARNING\u001b[0m\u001b[1m]\u001b[0m\u001b[1m[\u001b[0m\u001b[3mpy.warnings\u001b[0m\u001b[1m]\u001b[0m \u001b[2mwarnings.py:110\u001b[0m\n", + "\u001b[35m/home/j562r/miniconda3/envs/htc/lib/python3.11/site-packages/kornia/feature/\u001b[0m\u001b[95mlightglue.py\u001b[0m:\u001b[38;5;145m44\u001b[0m: \u001b[2m \u001b[0m\n", + "FutureWarning: `\u001b[1;35mtorch.cuda.amp.custom_fwd\u001b[0m\u001b[1m(\u001b[0margs\u001b[33m...\u001b[0m\u001b[1m)\u001b[0m` is deprecated. Please use \u001b[2m \u001b[0m\n", + "`\u001b[1;35mtorch.amp.custom_fwd\u001b[0m\u001b[1m(\u001b[0margs\u001b[33m...\u001b[0m, \u001b[33mdevice_type\u001b[0m=\u001b[90m'cuda'\u001b[0m\u001b[1m)\u001b[0m` instead. \u001b[2m \u001b[0m\n", + " @\u001b[1;35mtorch.cuda.amp.custom_fwd\u001b[0m\u001b[1m(\u001b[0m\u001b[33mcast_inputs\u001b[0m=\u001b[35mtorch\u001b[0m.float32\u001b[1m)\u001b[0m \u001b[2m \u001b[0m\n", + " \u001b[2m \u001b[0m\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import matplotlib.image as mpl_img\n", + "import numpy as np\n", + "import plotly.graph_objects as go\n", + "import plotly.io as pio\n", + "\n", + "from htc.cpp import map_label_image\n", + "from htc.models.image.DatasetImage import DatasetImage\n", + "from htc.settings_seg import settings_seg\n", + "from htc.tivita.DataPath import DataPath\n", + "from htc.utils.colors import lighten_color\n", + "from htc.utils.Config import Config\n", + "from htc.utils.helper_functions import median_table\n", + "from htc.utils.LabelMapping import LabelMapping\n", + "from htc_projects.species.settings_species import settings_species\n", + "\n", + "pio.kaleido.scope.mathjax = None" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "label_mapping = settings_species.label_mapping\n", + "label_mapping.label_colors = settings_seg.label_colors_paper\n", + "config = Config({\"label_mapping\": label_mapping, \"input/n_channels\": 3})\n", + "path_physiological = DataPath.from_image_name(\"SPACE_000102#2020_12_17_19_00_25@semantic#primary\")\n", + "path_malperfused = DataPath.from_image_name(\"SPACE_000106#2021_01_09_16_30_15@semantic#primary\")\n", + "sample_physiological = DatasetImage([path_physiological], train=False, config=config)[0]\n", + "sample_malperfused = DatasetImage([path_malperfused], train=False, config=config)[0]\n", + "\n", + "mpl_img.imsave(\n", + " settings_species.paper_dir / \"method_concept_example_physiological_rgb.png\",\n", + " sample_physiological[\"features\"].numpy(),\n", + ")\n", + "mpl_img.imsave(\n", + " settings_species.paper_dir / \"method_concept_example_malperfused_rgb.png\", sample_malperfused[\"features\"].numpy()\n", + ")\n", + "\n", + "mpl_img.imsave(\n", + " settings_species.paper_dir / \"method_concept_example_physiological_seg.png\",\n", + " map_label_image(sample_physiological[\"labels\"].numpy(), label_mapping),\n", + ")\n", + "mpl_img.imsave(\n", + " settings_species.paper_dir / \"method_concept_example_malperfused_seg.png\",\n", + " map_label_image(sample_malperfused[\"labels\"].numpy(), label_mapping),\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "label_mapping = LabelMapping(\n", + " {\"kidney\": 0},\n", + " unknown_invalid=True,\n", + " label_colors={\"kidney\": settings_seg.label_colors_paper[\"kidney\"], \"unknown\": \"#00000000\"},\n", + ")\n", + "config = Config({\"label_mapping\": label_mapping, \"input/n_channels\": 3})\n", + "sample_physiological = DatasetImage([path_physiological], train=False, config=config)[0]\n", + "mpl_img.imsave(\n", + " settings_species.paper_dir / \"method_concept_example_physiological_seg_kidney-only.png\",\n", + " map_label_image(sample_physiological[\"labels\"].numpy(), label_mapping),\n", + ")\n", + "\n", + "label_mapping.label_colors[\"kidney\"] = lighten_color(settings_seg.label_colors_paper[\"kidney\"], 0.65)\n", + "config = Config({\"label_mapping\": label_mapping, \"input/n_channels\": 3})\n", + "sample_malperfused = DatasetImage([path_malperfused], train=False, config=config)[0]\n", + "mpl_img.imsave(\n", + " settings_species.paper_dir / \"method_concept_example_malperfused_seg_kidney-only.png\",\n", + " map_label_image(sample_malperfused[\"labels\"].numpy(), label_mapping),\n", + ")" + ] + }, + { + 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reflectance [a.u.]" + } + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df = median_table(paths=[path_physiological, path_malperfused])\n", + "wavelengths = np.arange(500, 1000, 5) + 2.5\n", + "\n", + "spectrum_physiological = df[(df.image_name == path_physiological.image_name()) & (df.label_name == \"kidney\")].iloc[0][\n", + " \"median_normalized_spectrum\"\n", + "]\n", + "spectrum_malperfused = df[(df.image_name == path_malperfused.image_name()) & (df.label_name == \"kidney\")].iloc[0][\n", + " \"median_normalized_spectrum\"\n", + "]\n", + "\n", + "fig = go.Figure()\n", + "fig.add_trace(\n", + " go.Scatter(\n", + " x=wavelengths,\n", + " y=spectrum_physiological,\n", + " line_color=settings_seg.label_colors_paper[\"kidney\"],\n", + " name=\"physiological\",\n", + " )\n", + ")\n", + "fig.add_trace(\n", + " go.Scatter(\n", + " x=wavelengths,\n", + " y=spectrum_malperfused,\n", + " line_color=settings_seg.label_colors_paper[\"kidney\"],\n", + " line_dash=\"dot\",\n", + " name=\"malperfused\",\n", + " )\n", + ")\n", + "\n", + "fig.update_layout(height=300, width=500, template=\"plotly_white\")\n", + "fig.update_layout(font_family=\"Libertinus Sans\", font_size=16)\n", + "fig.update_layout(margin=dict(l=0, r=0, t=10, b=0))\n", + "fig.update_layout(legend=dict(orientation=\"h\", yanchor=\"top\", y=1.17, xanchor=\"center\", x=0.5))\n", + "fig.update_yaxes(title=\"L1 normalized
reflectance [a.u.]\")\n", + "fig.update_xaxes(title=\"wavelength [nm]\")\n", + "\n", + "fig.write_image(settings_species.paper_dir / \"method_concept_example_spectra_kidney.pdf\")\n", + "fig" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "htc", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/paper/XenoLearning2024/MixedEffectAnalysis.ipynb b/paper/XenoLearning2024/MixedEffectAnalysis.ipynb new file mode 100644 index 0000000..be5dd05 --- /dev/null +++ b/paper/XenoLearning2024/MixedEffectAnalysis.ipynb @@ -0,0 +1,36662 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import math\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly.graph_objects as go\n", + "import plotly.io as pio\n", + "from plotly.subplots import make_subplots\n", + "\n", + "from htc import settings\n", + "from htc_projects.rat.settings_rat import settings_rat\n", + "from htc_projects.species.settings_species import settings_species\n", + "\n", + "pio.kaleido.scope.mathjax = None" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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species.speciesCI1speciesCI2ID.IDCI1IDCI2residual1residualCI1residualCI2angle.angleCI1angleCI2Image.ImageCI1ImageCI2label_name
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...................................................
17960.7334780.5646800.8393710.1761730.0744480.3193000.0020510.0014270.003014-0.000673-0.0008220.0024740.0889700.0599930.134465stomach
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1800 rows × 16 columns

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ImageCI1 ImageCI2 label_name \n", + "1 0.109761 0.076042 0.154653 bladder \n", + "2 0.106011 0.075163 0.148739 bladder \n", + "3 0.106263 0.073759 0.154788 bladder \n", + "4 0.109457 0.075511 0.158953 bladder \n", + "5 0.117235 0.082169 0.178515 bladder \n", + "... ... ... ... ... \n", + "1796 0.088970 0.059993 0.134465 stomach \n", + "1797 0.095162 0.063789 0.140955 stomach \n", + "1798 0.103054 0.070836 0.153715 stomach \n", + "1799 0.096247 0.065857 0.150701 stomach \n", + "1800 0.098100 0.067684 0.147882 stomach \n", + "\n", + "[1800 rows x 16 columns]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_csv(settings.results_dir / \"lmm\" / \"lmm_results\" / \"species_organ.csv\", index_col=0)\n", + "labels_csv = [\n", + " \"bladder\",\n", + " \"bone\",\n", + " \"cartilage\",\n", + " \"colon\",\n", + " \"heart\",\n", + " \"kidney\",\n", + " \"kidney_with_Gerotas_fascia\",\n", + " \"liver\",\n", + " \"lung\",\n", + " \"major_vein\",\n", + " \"muscle\",\n", + " \"omentum\",\n", + " \"pancreas\",\n", + " \"peritoneum\",\n", + " \"skin\",\n", + " \"small_bowel\",\n", + " \"spleen\",\n", + " \"stomach\",\n", + "]\n", + "df[\"label_name\"] = np.repeat(np.asarray(labels_csv), len(df) // len(settings_rat.label_mapping))\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "legendgroup": "species", + "line": { + "color": "#66bbc4" + }, + "name": "species", + "showlegend": true, + "type": "scatter", + "x": [ + 502.5, + 507.5, + 512.5, + 517.5, + 522.5, + 527.5, + 532.5, + 537.5, + 542.5, + 547.5, + 552.5, + 557.5, + 562.5, + 567.5, + 572.5, + 577.5, + 582.5, + 587.5, + 592.5, + 597.5, + 602.5, + 607.5, 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "labels = settings_species.label_mapping_organs.label_names()\n", + "n_cols = 3\n", + "n_rows = math.ceil(len(labels) / n_cols)\n", + "fig = make_subplots(\n", + " n_rows,\n", + " n_cols,\n", + " subplot_titles=labels,\n", + " shared_yaxes=\"all\",\n", + " vertical_spacing=0.05,\n", + " horizontal_spacing=0.03,\n", + ")\n", + "wavelengths = list(np.arange(500, 1000, 5) + 2.5)\n", + "factor_colors = {\n", + " \"species\": \"#66bbc4\",\n", + " \"ID\": \"#A52A2A\",\n", + " \"Image\": \"#8A2BE2\",\n", + " \"angle\": \"#006400\",\n", + " \"residual\": \"#A9A9A9\",\n", + "}\n", + "factor_renaming = {\n", + " \"ID\": \"subject\",\n", + " \"Image\": \"image\",\n", + " \"residual\": \"residuals\",\n", + "}\n", + "\n", + "for i, label in enumerate(labels):\n", + " row_idx = i // n_cols\n", + " col_idx = i % n_cols\n", + " df_label = df[df[\"label_name\"] == label]\n", + "\n", + " for factor in factor_colors.keys():\n", + " mid_line = df_label[f\"{factor}1\" if factor == \"residual\" else f\"{factor}.\"].values\n", + " top_line = df_label[f\"{factor}CI2\"].values\n", + " bottom_line = df_label[f\"{factor}CI1\"].values\n", + "\n", + " upper_border = list(top_line)\n", + " lower_border = list(bottom_line)\n", + " lower_border.reverse()\n", + "\n", + " name = factor_renaming.get(factor, factor)\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=wavelengths,\n", + " y=mid_line,\n", + " name=name,\n", + " line_color=factor_colors[factor],\n", + " legendgroup=name,\n", + " showlegend=i == 0,\n", + " ),\n", + " row=row_idx + 1,\n", + " col=col_idx + 1,\n", + " )\n", + " fig.add_trace(\n", + " go.Scatter(\n", + " x=wavelengths + wavelengths[::-1],\n", + " y=upper_border + lower_border,\n", + " fill=\"toself\",\n", + " fillcolor=factor_colors[factor],\n", + " line_color=factor_colors[factor],\n", + " opacity=0.15,\n", + " name=name,\n", + " legendgroup=name,\n", + " showlegend=False,\n", + " hoverinfo=\"skip\",\n", + " ),\n", + " row=row_idx + 1,\n", + " col=col_idx + 1,\n", + " )\n", + "\n", + " if col_idx == 0:\n", + " fig.update_yaxes(\n", + " title=\"explained
variance [a.u.]\", title_standoff=0, row=row_idx + 1, col=col_idx + 1\n", + " )\n", + " if row_idx == n_rows - 1:\n", + " fig.update_xaxes(title=\"wavelength [nm]\", row=row_idx + 1, col=col_idx + 1)\n", + "\n", + "fig.update_xaxes(showticklabels=False)\n", + "ticks = [600, 700, 800, 900]\n", + "for row, col in [(4, 1), (4, 2), (3, 3)]:\n", + " fig.update_xaxes(\n", + " tickmode=\"array\",\n", + " tickvals=ticks,\n", + " ticktext=ticks,\n", + " showticklabels=True,\n", + " title=\"wavelength [nm]\",\n", + " row=row,\n", + " col=col,\n", + " )\n", + "\n", + "fig.update_annotations(font=dict(size=20))\n", + "for i, annotation in enumerate(fig.layout.annotations):\n", + " fig.layout.annotations[i].text = settings_rat.labels_paper_renaming.get(\n", + " fig.layout.annotations[i].text, fig.layout.annotations[i].text\n", + " )\n", + "\n", + "fig.update_layout(height=800, width=1200, template=\"plotly_white\")\n", + "fig.update_layout(font_family=\"Libertinus Sans\", font_size=16, margin=dict(t=20))\n", + "fig.update_layout(showlegend=False)\n", + "\n", + "fig.write_image(settings_species.paper_dir / \"mixed_effect_analysis_base.pdf\")\n", + "fig" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "htc", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/paper/XenoLearning2024/NeighborAnalysis.ipynb b/paper/XenoLearning2024/NeighborAnalysis.ipynb new file mode 100644 index 0000000..440024d --- /dev/null +++ b/paper/XenoLearning2024/NeighborAnalysis.ipynb @@ -0,0 +1,173 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import matplotlib as mpl\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import seaborn as sns\n", + "\n", + "from htc.fonts.set_font import set_font\n", + "from htc.utils.colors import lighten_color\n", + "from htc_projects.rat.neighbor_analysis import neighbor_matrix, neighbor_matrix_subjects\n", + "from htc_projects.rat.settings_rat import settings_rat\n", + "from htc_projects.species.settings_species import settings_species\n", + "from htc_projects.species.tables import baseline_table" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df = baseline_table(settings_species.label_mapping_organs)\n", + "\n", + "base_opacity = 0.85\n", + "set_font(font_size=14, font_family=\"sans-serif\")\n", + "fig, ((ax1, ax2), (ax3, ax4)) = plt.subplots(\n", + " 2, 2, figsize=(11, 12.5), sharey=True, gridspec_kw={\"wspace\": 0.22, \"hspace\": 0.5}\n", + ")\n", + "ax4.axis(\"off\")\n", + "\n", + "\n", + "def add_neighbor_matrix(species_observed: str, species_neighbor: str, ax) -> None:\n", + " if species_observed == species_neighbor:\n", + " cm_subjects, labels = neighbor_matrix_subjects(df[df.species_name == species_observed])\n", + " else:\n", + " cm_subjects, labels = neighbor_matrix(\n", + " df[df.species_name == species_observed], df[df.species_name == species_neighbor]\n", + " )\n", + "\n", + " labels = [settings_rat.labels_paper_renaming.get(label, label) for label in labels]\n", + " cmap = mpl.colors.LinearSegmentedColormap.from_list(\n", + " \"species_cmap\",\n", + " [\n", + " lighten_color(settings_species.species_colors[species_observed], base_opacity),\n", + " settings_species.species_colors[species_neighbor],\n", + " ],\n", + " )\n", + "\n", + " cm_subjects = cm_subjects * 100\n", + " text = np.vectorize(lambda x: \"\" if x < 0.1 else f\"{x:.1f} \")(cm_subjects)\n", + " res = sns.heatmap(\n", + " cm_subjects,\n", + " annot=text,\n", + " annot_kws={\"size\": 10},\n", + " fmt=\"s\",\n", + " xticklabels=labels,\n", + " yticklabels=labels,\n", + " cmap=cmap,\n", + " cbar_kws={\"aspect\": 50, \"pad\": 0.02, \"location\": \"top\"},\n", + " vmin=0,\n", + " vmax=100,\n", + " ax=ax,\n", + " )\n", + "\n", + " for i in range(len(labels)):\n", + " ax.add_patch(plt.Rectangle((i, i), 1, 1, fill=False, edgecolor=\"black\", lw=0.5))\n", + "\n", + " cbar = ax.collections[0].colorbar\n", + " cbar.set_label(\"%\", fontweight=\"bold\")\n", + "\n", + " # Make frame visible\n", + " for spine in res.spines.values():\n", + " spine.set_linewidth(0.5)\n", + " spine.set_visible(True)\n", + "\n", + " for t in ax.xaxis.get_ticklabels():\n", + " t.set_rotation(70)\n", + "\n", + " ax.set_xlabel(\n", + " f\"neighbor ({species_neighbor})\", color=settings_species.species_colors[species_neighbor], fontweight=\"bold\"\n", + " )\n", + " ax.set_ylabel(\n", + " f\"observed ({species_observed})\", color=settings_species.species_colors[species_observed], fontweight=\"bold\"\n", + " )\n", + "\n", + "\n", + "for species_observed, species_neighbor, ax in [\n", + " (\"pig\", \"human\", ax1),\n", + " (\"rat\", \"human\", ax2),\n", + "]:\n", + " add_neighbor_matrix(species_observed, species_neighbor, ax)\n", + "\n", + "add_neighbor_matrix(species_observed=\"human\", species_neighbor=\"human\", ax=ax3)\n", + "\n", + "fig.savefig(settings_species.paper_dir / \"nearest_neighbor_base.pdf\", bbox_inches=\"tight\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ((ax1, ax2), (ax3, ax4)) = plt.subplots(\n", + " 2, 2, figsize=(11, 12.5), sharey=True, gridspec_kw={\"wspace\": 0.22, \"hspace\": 0.42}\n", + ")\n", + "\n", + "for species_observed, species_neighbor, ax in [\n", + " (\"pig\", \"rat\", ax1),\n", + " (\"rat\", \"pig\", ax2),\n", + "]:\n", + " add_neighbor_matrix(species_observed, species_neighbor, ax)\n", + "\n", + "add_neighbor_matrix(species_observed=\"pig\", species_neighbor=\"pig\", ax=ax3)\n", + "add_neighbor_matrix(species_observed=\"rat\", species_neighbor=\"rat\", ax=ax4)\n", + "\n", + "fig.savefig(settings_species.paper_dir / \"nearest_neighbor_suppl_base.pdf\", bbox_inches=\"tight\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "htc", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/paper/XenoLearning2024/PerfusionPerformance.ipynb b/paper/XenoLearning2024/PerfusionPerformance.ipynb new file mode 100644 index 0000000..5ee9c2e --- /dev/null +++ b/paper/XenoLearning2024/PerfusionPerformance.ipynb @@ -0,0 +1,382 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "from collections import ChainMap\n", + "\n", + "import fastkde\n", + "import numpy as np\n", + "import pandas as pd\n", + "import plotly.graph_objects as go\n", + "import plotly.io as pio\n", + "from matplotlib.colors import to_rgb\n", + "from plotly.subplots import make_subplots\n", + "from sklearn.decomposition import PCA\n", + "\n", + "from htc.settings import settings\n", + "from htc.utils.colors import lighten_color\n", + "from htc.utils.parallel import p_map\n", + "from htc.utils.visualization import add_range_fill, compress_html\n", + "from htc_projects.species.settings_species import settings_species\n", + "from htc_projects.species.species_evaluation import parameter_comparison\n", + "from htc_projects.species.tables import ischemic_clear_table, ischemic_table\n", + "\n", + "pio.kaleido.scope.mathjax = None" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "3906a7c8603d41d489e7a54d87bdc1f7", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output()" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "def load_species_data(target_species: str, source_species: str) -> dict[str, pd.DataFrame]:\n",
+    "    table_name = f\"test_table_{target_species}_perfusion\"\n",
+    "    run_baseline = (\n",
+    "        settings.training_dir / \"image\" / f\"{settings_species.model_timestamp}_baseline_{target_species}_nested-*-2\"\n",
+    "    )\n",
+    "    run_projected = (\n",
+    "        settings.training_dir\n",
+    "        / \"image\"\n",
+    "        / f\"{settings_species.model_timestamp}_projected_{source_species}2{target_species}_nested-*-2\"\n",
+    "    )\n",
+    "\n",
+    "    df, df_raw = parameter_comparison(\n",
+    "        {\n",
+    "            \"in-species\": run_baseline,\n",
+    "            \"xeno-learning\": run_projected,\n",
+    "        },\n",
+    "        table_name,\n",
+    "        param_name,\n",
+    "        target_labels=settings_species.malperfused_labels,\n",
+    "    )\n",
+    "\n",
+    "    return {\n",
+    "        (target_species, source_species): {\n",
+    "            \"df\": df,\n",
+    "            \"df_raw\": df_raw,\n",
+    "        }\n",
+    "    }\n",
+    "\n",
+    "\n",
+    "param_name = \"median_sto2\"\n",
+    "df_projections = pd.read_feather(settings_species.results_dir / \"projections\" / \"projections_clear.feather\")\n",
+    "labels = settings_species.malperfused_labels\n",
+    "df_ischemic = ischemic_clear_table().query(\"label_name in @labels\")\n",
+    "df_ischemic = df_ischemic.groupby(\n",
+    "    [\"subject_name\", \"species_name\", \"label_name\", \"perfusion_state\"], as_index=False\n",
+    ").agg(\n",
+    "    median_normalized_spectrum=pd.NamedAgg(\n",
+    "        column=\"median_normalized_spectrum\", aggfunc=lambda c: np.mean(np.stack(c), axis=0)\n",
+    "    ),\n",
+    ")\n",
+    "\n",
+    "targets = [\"pig\", \"rat\", \"human\", \"human\"]\n",
+    "sources = [\"rat\", \"pig\", \"rat\", \"pig\"]\n",
+    "species_data = p_map(load_species_data, targets, sources, use_threads=True)\n",
+    "species_data = dict(ChainMap(*species_data))\n",
+    "\n",
+    "df_all = ischemic_table().query(\"label_name in @labels\")\n",
+    "df_projections = pd.read_feather(settings_species.results_dir / \"projections\" / \"projections_clear.feather\")\n",
+    "\n",
+    "pca = PCA(n_components=2, whiten=True)\n",
+    "pca_projections = pca.fit_transform(np.stack(df_all[\"median_normalized_spectrum\"]))\n",
+    "df_all[\"pca_1\"] = pca_projections[:, 0]\n",
+    "df_all[\"pca_2\"] = pca_projections[:, 1]\n",
+    "\n",
+    "pca_projections = pca.transform(np.stack(df_projections[\"median_normalized_spectrum\"]))\n",
+    "df_projections[\"pca_1\"] = pca_projections[:, 0]\n",
+    "df_projections[\"pca_2\"] = pca_projections[:, 1]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "pig #bee1db\n",
+      "rat #d6edf9\n",
+      "human #f3edcf\n",
+      "human #f3edcf\n"
+     ]
+    }
+   ],
+   "source": [
+    "network_colors = {\n",
+    "    \"xeno-learning\": settings_species.xeno_learning_color,\n",
+    "}\n",
+    "\n",
+    "fig = make_subplots(\n",
+    "    4,\n",
+    "    3,\n",
+    "    vertical_spacing=0.07,\n",
+    "    horizontal_spacing=0.06,\n",
+    "    column_widths=[2, 2, 1],\n",
+    "    specs=[\n",
+    "        [{}, {}, {\"l\": -0.01}],\n",
+    "        [{}, {}, {\"l\": -0.01}],\n",
+    "        [{}, {}, {\"l\": -0.01}],\n",
+    "        [{}, {}, {\"l\": -0.01}],\n",
+    "    ],\n",
+    ")\n",
+    "wavelengths = np.arange(500, 1000, 5) + 2.5\n",
+    "\n",
+    "\n",
+    "def add_species_learning(target_species: str, source_species: str, row: int):\n",
+    "    df = species_data[(target_species, source_species)][\"df\"]\n",
+    "    df_raw = species_data[(target_species, source_species)][\"df_raw\"]\n",
+    "\n",
+    "    species_color = settings_species.species_colors[target_species]\n",
+    "    network_colors[\"in-species\"] = species_color\n",
+    "\n",
+    "    for network in df[\"network\"].unique():\n",
+    "        df_network = df[df[\"network\"] == network]\n",
+    "        df_network_raw = df_raw[df_raw[\"network\"] == network]\n",
+    "        if network not in network_colors:\n",
+    "            continue\n",
+    "        color = network_colors[network]\n",
+    "\n",
+    "        for i, subject_name in enumerate(sorted(df_network_raw[\"subject_name\"].unique())):\n",
+    "            df_subject = df_network_raw[df_network_raw[\"subject_name\"] == subject_name]\n",
+    "            fig.add_trace(\n",
+    "                go.Scatter(\n",
+    "                    x=df_subject[param_name],\n",
+    "                    y=df_subject[\"dice_metric\"],\n",
+    "                    hovertext=df_subject[\"image_name\"],\n",
+    "                    marker_color=color,\n",
+    "                    # The first 13 markers are okish to distinguish but after that it gets difficult\n",
+    "                    # We start again after the first 13 and use open markers (+100)\n",
+    "                    marker_symbol=i if i < 13 else i % 13 + 100,\n",
+    "                    marker_size=8,\n",
+    "                    mode=\"markers\",\n",
+    "                    name=network,\n",
+    "                    opacity=0.15,\n",
+    "                ),\n",
+    "                row=row,\n",
+    "                col=1,\n",
+    "            )\n",
+    "\n",
+    "        mid_line = df_network[f\"dice_metric_{param_name}_mean\"].values.astype(float)\n",
+    "        valid = np.isfinite(mid_line)\n",
+    "        mid_line = mid_line[valid]\n",
+    "        add_range_fill(\n",
+    "            fig=fig,\n",
+    "            x=df_network[param_name][valid],\n",
+    "            top_line=df_network[f\"dice_metric_{param_name}_q975\"][valid],\n",
+    "            mid_line=mid_line,\n",
+    "            bottom_line=df_network[f\"dice_metric_{param_name}_q025\"][valid],\n",
+    "            color=color,\n",
+    "            row=row,\n",
+    "            col=1,\n",
+    "        )\n",
+    "\n",
+    "    df_states = df_projections[\n",
+    "        (df_projections.source_species == source_species) & (df_projections.target_species == target_species)\n",
+    "    ].copy()\n",
+    "    df_states[\"perfusion_state\"] = \"projected\"\n",
+    "    df_states[\"species_name\"] = df_states[\"target_species\"]\n",
+    "    df_states = pd.concat([df_states, df_ischemic], ignore_index=True)\n",
+    "\n",
+    "    # Draw randomly selected transformed spectra lines\n",
+    "    df_projected = df_states[df_states.perfusion_state == \"projected\"]\n",
+    "    n_random_spectra = 100\n",
+    "    np.random.seed(0)\n",
+    "    for i in np.random.randint(0, len(df_projected), n_random_spectra):\n",
+    "        random_spectra = df_projected.iloc[i].median_normalized_spectrum\n",
+    "        fig.add_trace(\n",
+    "            go.Scatter(\n",
+    "                x=wavelengths,\n",
+    "                y=random_spectra,\n",
+    "                mode=\"lines\",\n",
+    "                line_color=network_colors[\"xeno-learning\"],\n",
+    "                line_dash=\"dash\",\n",
+    "                showlegend=False,\n",
+    "                hoverinfo=\"skip\",\n",
+    "                opacity=0.1,\n",
+    "            ),\n",
+    "            row=row,\n",
+    "            col=2,\n",
+    "        )\n",
+    "\n",
+    "    for state in [\"physiological\", \"malperfused\"]:\n",
+    "        dfs = df_states[df_states.perfusion_state == state]\n",
+    "\n",
+    "        spec = np.stack(dfs[\"median_normalized_spectrum\"])  # Spectra from all subjects\n",
+    "        spec_mean = np.mean(spec, axis=0)\n",
+    "        spec_std = np.std(spec, axis=0)\n",
+    "\n",
+    "        color = network_colors[\"xeno-learning\"] if state == \"projected\" else species_color\n",
+    "        dash = \"solid\" if state == \"physiological\" else \"dot\"\n",
+    "\n",
+    "        # Median spectra\n",
+    "        add_range_fill(\n",
+    "            fig=fig,\n",
+    "            x=wavelengths,\n",
+    "            top_line=spec_mean + spec_std,\n",
+    "            mid_line=spec_mean,\n",
+    "            bottom_line=spec_mean - spec_std,\n",
+    "            color=color,\n",
+    "            line_dash=dash,\n",
+    "            name=state,\n",
+    "            row=row,\n",
+    "            col=2,\n",
+    "        )\n",
+    "\n",
+    "    # PCA plot\n",
+    "    df_ps = df_projections[\n",
+    "        (df_projections.source_species == source_species) & (df_projections.target_species == target_species)\n",
+    "    ]\n",
+    "    myPDF, (v1, v2) = fastkde.pdf(\n",
+    "        df_ps[\"pca_1\"].values, df_ps[\"pca_2\"].values, var_names=[\"x\", \"y\"], use_xarray=False, num_points_per_sigma=50\n",
+    "    )\n",
+    "\n",
+    "    color_rgb = to_rgb(network_colors[\"xeno-learning\"])\n",
+    "    fig.add_trace(\n",
+    "        go.Heatmap(\n",
+    "            x=v1,\n",
+    "            y=v2,\n",
+    "            z=myPDF,\n",
+    "            colorscale=[\n",
+    "                [0, f\"rgba({color_rgb[0]}, {color_rgb[1]}, {color_rgb[2]}, 0)\"],\n",
+    "                [0.01, f\"rgba({color_rgb[0]}, {color_rgb[1]}, {color_rgb[2]}, 0.09)\"],\n",
+    "                [1, f\"rgba({color_rgb[0]}, {color_rgb[1]}, {color_rgb[2]}, 0.09)\"],\n",
+    "            ],\n",
+    "            showlegend=True,\n",
+    "            showscale=False,\n",
+    "        ),\n",
+    "        row=row,\n",
+    "        col=3,\n",
+    "    )\n",
+    "\n",
+    "    df_as = df_all[(df_all.species_name == target_species) & (df_all.image_name.isin(df_raw.image_name))]\n",
+    "    param_min = df_as[param_name].min()\n",
+    "    param_max = df_as[param_name].max()\n",
+    "    max_lighten = 0.65\n",
+    "    print(target_species, lighten_color(species_color, max_lighten))\n",
+    "    colors = [\n",
+    "        lighten_color(species_color, max_lighten * (1 - (x - param_min) / (param_max - param_min)))\n",
+    "        for x in df_as[param_name]\n",
+    "    ]\n",
+    "\n",
+    "    df_raw_xeno = df_raw[df_raw.network == \"xeno-learning\"].set_index(\"image_name\", verify_integrity=True)\n",
+    "\n",
+    "    fig.add_trace(\n",
+    "        go.Scatter(\n",
+    "            x=df_as[\"pca_1\"],\n",
+    "            y=df_as[\"pca_2\"],\n",
+    "            text=[\n",
+    "                f\"{param_name}: {x[param_name]:.2f}
phase_type: {x['phase_type']}
dice_metric:\"\n",
+    "                f\" {df_raw_xeno.loc[x['image_name'], 'dice_metric']:.2f}\"\n",
+    "                for _, x in df_as.iterrows()\n",
+    "            ],\n",
+    "            mode=\"markers\",\n",
+    "            marker_color=colors,\n",
+    "            marker_size=4,\n",
+    "        ),\n",
+    "        row=row,\n",
+    "        col=3,\n",
+    "    )\n",
+    "    margin = 0.2\n",
+    "    fig.update_xaxes(\n",
+    "        range=[\n",
+    "            min(df_ps[\"pca_1\"].min(), df_as[\"pca_1\"].min()) - margin,\n",
+    "            max(df_ps[\"pca_1\"].max(), df_as[\"pca_1\"].max()) + margin,\n",
+    "        ],\n",
+    "        row=row,\n",
+    "        col=3,\n",
+    "    )\n",
+    "    fig.update_yaxes(\n",
+    "        range=[\n",
+    "            min(df_ps[\"pca_2\"].min(), df_as[\"pca_2\"].min()) - margin,\n",
+    "            max(df_ps[\"pca_2\"].max(), df_as[\"pca_2\"].max()) + margin,\n",
+    "        ],\n",
+    "        row=row,\n",
+    "        col=3,\n",
+    "    )\n",
+    "    fig.update_xaxes(\n",
+    "        title=f\"PC 1 ({pca.explained_variance_ratio_[0] * 100:.0f} %) [a.u.]\", title_standoff=4, row=row, col=3\n",
+    "    )\n",
+    "    fig.update_yaxes(\n",
+    "        title=f\"PC 2 ({pca.explained_variance_ratio_[1] * 100:.0f} %) [a.u.]\", title_standoff=2, row=row, col=3\n",
+    "    )\n",
+    "\n",
+    "\n",
+    "add_species_learning(target_species=\"pig\", source_species=\"rat\", row=1)\n",
+    "add_species_learning(target_species=\"rat\", source_species=\"pig\", row=2)\n",
+    "add_species_learning(target_species=\"human\", source_species=\"rat\", row=3)\n",
+    "add_species_learning(target_species=\"human\", source_species=\"pig\", row=4)\n",
+    "\n",
+    "fig.update_layout(showlegend=False)\n",
+    "fig.update_yaxes(title=\"DSC\", title_standoff=12, col=1)\n",
+    "fig.update_yaxes(title=\"L1 normalized reflectance [a.u.]\", title_font_size=16, title_standoff=0, col=2)\n",
+    "fig.update_xaxes(title=\"StO2 [a.u.]\", showticklabels=True, title_standoff=4, col=1)\n",
+    "fig.update_xaxes(title=\"wavelength [nm]\", title_standoff=4, col=2)\n",
+    "fig.update_xaxes(title_standoff=9, row=4)\n",
+    "fig.update_xaxes(range=[df_all[param_name].min(), df_all[param_name].max()], col=1)\n",
+    "fig.update_layout(height=1300, width=1200, template=\"plotly_white\")\n",
+    "fig.update_layout(font_family=\"Libertinus Sans\", font_size=17)\n",
+    "fig.update_annotations(font=dict(size=21))\n",
+    "fig.update_layout(margin=dict(l=0, r=0, t=22, b=0))\n",
+    "fig.write_image(settings_species.paper_dir / \"perfusion_performance.pdf\")\n",
+    "compress_html(settings_species.paper_dir / \"perfusion_performance.html\", fig)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "htc",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/paper/XenoLearning2024/__init__.py b/paper/XenoLearning2024/__init__.py
new file mode 100644
index 0000000..17e71a8
--- /dev/null
+++ b/paper/XenoLearning2024/__init__.py
@@ -0,0 +1,3 @@
+# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ
+# SPDX-License-Identifier: MIT
+
diff --git a/paper/XenoLearning2024/reproducibility.md b/paper/XenoLearning2024/reproducibility.md
new file mode 100644
index 0000000..b842e16
--- /dev/null
+++ b/paper/XenoLearning2024/reproducibility.md
@@ -0,0 +1,92 @@
+# Reproducibility (DKFZ internal only)
+
+This document will guide you through the process of reproducing the main results for our xeno-learning paper.
+
+## Setup
+
+Start by installing the [repository](https://git.dkfz.de/imsy/issi/htc) according to the [README](../../README.md).
+
+This work makes use of many different datasets. Your `.env` file should contain at least the following datasets:
+
+```bash
+export DKFZ_USERID=j562r
+export PATH_E130_Projekte=/mnt/E130-Projekte
+export PATH_HTC_RESULTS=~/htc/results
+
+# Datasets
+export PATH_Tivita_multiorgan_kidney=~/htc/2023_04_22_Tivita_multiorgan_kidney
+export PATH_Tivita_multiorgan_masks=~/htc/2021_02_05_Tivita_multiorgan_masks
+export PATH_Tivita_multiorgan_semantic=~/htc/2021_02_05_Tivita_multiorgan_semantic
+export PATH_Tivita_multiorgan_human=~/htc/2021_07_26_Tivita_multiorgan_human
+export PATH_Tivita_multiorgan_rat=~/htc/2023_12_07_Tivita_multiorgan_rat
+```
+
+> If you are already using this repository, it is recommend to clone it to a new folder and use a fresh conda environment. Existing results folder should not be available for the reproduction.
+
+You also need access to the cluster, i.e. `ssh $DKFZ_USERID@$WORKER_NODE` should work (cf. our [cluster documentation](../../htc/cluster/cluster_usage.md) for more details).
+
+> Please use a [`screen`](https://linuxize.com/post/how-to-use-linux-screen/) environment for all of the following commands since they may take a while to complete.
+
+## Sanity check
+
+The figures for this paper are created via the notebooks in [`paper/XenoLearning2024`](../XenoLearning2024). Run the [paper/XenoLearning2024/DomainShiftPerformance.ipynb](../XenoLearning2024/DomainShiftPerformance.ipynb) notebook now and you should get an error about missing paths.
+
+## Data specification files
+
+The paper contains many different experiments comparing various combinations of our datasets and employs a nested cross-validation scheme. To represent these experiments, we need a lot of data specification files. Create them by running the following commands:
+
+```bash
+htc pig_semantic_nested_dataset
+htc rat_semantic_dataset
+htc human_physiological_dataset
+htc human_physiological_dataset --additional-species pig-p rat-p
+```
+
+## Xeno-learning: in-species learning
+
+The first step of our xeno-learning approach is to learn how perfusion shifts look like in the source species so that this knowledge can later be applied in the target species. Run the following command to learn how to transform physiological spectra to malperfused spectra separately for each species:
+
+```bash
+htc create_projections
+```
+
+Apply the projections on some example spectra (this data will be used in the PCA later)
+
+```bash
+htc transform_spectra
+```
+
+## Training
+
+We can now train our baseline networks and the networks which utilize our physiology-based data augmentation. The data augmentation will use the previously created projection files. Run the following command to submit everything to the cluster:
+
+```bash
+htc species_models
+```
+
+After all jobs are finished, copy the results from the cluster and combine the results for the individual folds
+
+```bash
+htc move_results
+htc table_generation
+```
+
+## Inference
+
+The trained networks are stored in `$PATH_HTC_RESULTS/training/image` and all run directories will start with the same timestamp (e.g., `2024-09-11_00-11-38`). Use your new timestamp to run inference on the test datasets for all trained networks
+
+```bash
+htc physiological_scores --timestamp ""
+htc perfusion_scores --timestamp ""
+```
+
+## Figures
+
+You now have all ingredients together to create the final figures. Run the following commands to produce the figures which utilize the trained networks
+
+```bash
+HTC_MODEL_TIMESTAMP="" jupyter nbconvert --to html --execute --stdout paper/XenoLearning2024/DomainShiftPerformance.ipynb > /dev/null
+HTC_MODEL_TIMESTAMP="" jupyter nbconvert --to html --execute --stdout paper/XenoLearning2024/PerfusionPerformance.ipynb > /dev/null
+```
+
+You will find the resulting figures in `$PATH_HTC_RESULTS/paper`. You can run the other notebooks in the same way.
diff --git a/paper/XenoLearning2024/run_generate_variables.py b/paper/XenoLearning2024/run_generate_variables.py
new file mode 100644
index 0000000..0b22697
--- /dev/null
+++ b/paper/XenoLearning2024/run_generate_variables.py
@@ -0,0 +1,105 @@
+# SPDX-FileCopyrightText: 2022 Division of Intelligent Medical Systems, DKFZ
+# SPDX-License-Identifier: MIT
+
+from htc_projects.species.settings_species import settings_species
+from htc_projects.species.species_evaluation import baseline_performance
+from htc_projects.species.tables import paper_table
+
+
+class VariableGeneration:
+    def __init__(self):
+        self.df = paper_table()
+
+        self.vars = {}
+        self.commands = []
+
+    def add_dataset_statistics(self) -> None:
+        self.vars["varTotalImages"] = "\\num{" + f'{self.df["image_name"].nunique()}' + "}"
+        self.vars["varTotalSubjects"] = "\\num{" + f'{self.df["subject_name"].nunique()}' + "}"
+
+        df_annotation_counts = self.df[["image_name", "annotation_name"]].drop_duplicates(ignore_index=True)
+        df_annotation_counts = df_annotation_counts.annotation_name.value_counts(dropna=False)
+        assert len(df_annotation_counts) == 3, "There should be three different types of annotations"
+        self.vars["varTotalImagesSemantic"] = "\\num{" + f'{df_annotation_counts["semantic#primary"]}' + "}"
+        self.vars["varTotalImagesPolygon"] = (
+            "\\num{"
+            + f'{df_annotation_counts["polygon#annotator1"] + df_annotation_counts["polygon#malperfused"]}'
+            + "}"
+        )
+
+        df_phys = self.df[self.df.baseline_dataset | self.df.standardized_recordings]
+        df_mal = self.df[~(self.df.baseline_dataset | self.df.standardized_recordings)]
+
+        self.vars["varTotalImagesPhys"] = "\\num{" + f'{df_phys["image_name"].nunique()}' + "}"
+
+        for species in settings_species.species_colors.keys():
+            df_species = self.df[self.df.species_name == species]
+            self.vars[f"varTotalImages{species.capitalize()}"] = (
+                "\\num{" + f'{df_species["image_name"].nunique()}' + "}"
+            )
+            self.vars[f"varTotalSubjects{species.capitalize()}"] = (
+                "\\num{" + f'{df_species["subject_name"].nunique()}' + "}"
+            )
+
+            self.vars[f"varTotalImagesMal{species.capitalize()}"] = (
+                "\\num{" + f'{df_mal[df_mal.species_name == species]["image_name"].nunique()}' + "}"
+            )
+
+    def baseline_performance_scores(self) -> None:
+        df = baseline_performance()
+
+        df_in = df[df.source_species == df.target_species]
+        df_in = df_in.groupby("target_species")["dice_metric"].agg(["mean", "std"])
+
+        for species in settings_species.species_colors.keys():
+            self.vars[f"varDSCInSpecies{species.capitalize()}"] = (
+                f"{df_in.loc[species, 'mean']:.2f} (" + "\\ac{sd}" + f" {df_in.loc[species, 'std']:.2f})"
+            )
+
+        df_out = df[
+            (df.source_species != df.target_species)
+            & (df.source_species != "human")
+            & (df.source_species != "pig-p+rat-p2human")
+        ]
+        df_out = df_out.groupby(["source_species", "target_species"], as_index=False)["dice_metric"].agg([
+            "mean",
+            "std",
+        ])
+        change = []
+        for _, row in df_out.iterrows():
+            in_species = df_in.loc[row["target_species"], "mean"]
+            change.append((row["mean"] - in_species) / in_species)
+        df_out["change"] = change
+        df_out = df_out.sort_values("change", ascending=False)
+
+        drop_min = df_out.iloc[-1]
+        drop_max = df_out.iloc[0]
+        self.vars["varHSIDropRanging"] = (
+            "\\SI{"
+            + f"{drop_max['change'] * 100:0.0f}"
+            + "}{\\percent}"
+            + f" ({drop_max['source_species']}2{drop_max['target_species']}) to "
+            + "\\SI{"
+            + f"{drop_min['change'] * 100:0.0f}"
+            + "}{\\percent}"
+            + f" ({drop_min['source_species']}2{drop_min['target_species']})"
+        )
+
+    def export_tex(self) -> None:
+        tex_str = ""
+        for key, value in self.vars.items():
+            tex_str += "\\newcommand{" + f"\\{key}" + "}{" + f"{value}\\xspace" + "}\n"
+
+        tex_str += "\n".join(self.commands)
+
+        with (settings_species.paper_dir / "generated_vars.tex").open("w") as f:
+            f.write(tex_str)
+
+
+if __name__ == "__main__":
+    generator = VariableGeneration()
+
+    generator.add_dataset_statistics()
+    generator.baseline_performance_scores()
+
+    generator.export_tex()