From 665b2027d7d7f1afeb83552de7e7c7d464b6deaf Mon Sep 17 00:00:00 2001 From: ahmadtourei Date: Mon, 8 Dec 2025 12:14:31 -0700 Subject: [PATCH 1/2] update org info --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f28a62c..d980068 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,7 @@ _das-anomaly_ is an open-source Python package for unsupervised anomaly detectio If you use _das-anomaly_ in your work, please cite the following: -> Ahmad Tourei. (2025). ahmadtourei/das-anomaly: latest (Concept). Zenodo. http://doi.org/10.5281/zenodo.12747212 +> Ahmad Tourei. (2025). DASDAE/das-anomaly: latest (Concept). Zenodo. http://doi.org/10.5281/zenodo.12747212 ## Installation From 9f51bfbae68693b56a89bf49af3aca46b6b65750 Mon Sep 17 00:00:00 2001 From: ahmadtourei Date: Wed, 10 Dec 2025 15:22:35 -0700 Subject: [PATCH 2/2] modify docs and add examples --- .DS_Store | Bin 6148 -> 6148 bytes README.md | 25 +- das_anomaly/utils.py | 9 +- examples/bash_jobs/detect.sh | 22 ++ examples/bash_jobs/detect_mpi.sh | 2 +- examples/bash_jobs/psd_mpi.sh | 2 +- .../find_event_time_from_excel_Sheet.ipynb | 12 +- examples/hyperparameter_tuning.ipynb | 350 ++++++++++++++++++ examples/plot_psd.ipynb | 128 +++++++ ...training1600_size512_filters256_layers4.py | 334 +++++++++++++++++ .../validate_and_plot_density/run_density.sh | 21 ++ .../validate_and_plot_density.ipynb | 0 pyproject.toml | 13 +- 13 files changed, 895 insertions(+), 23 deletions(-) create mode 100644 examples/bash_jobs/detect.sh create mode 100644 examples/hyperparameter_tuning.ipynb create mode 100644 examples/plot_psd.ipynb create mode 100644 examples/validate_and_plot_density/model_training1600_size512_filters256_layers4.py create mode 100644 examples/validate_and_plot_density/run_density.sh rename examples/{ => validate_and_plot_density}/validate_and_plot_density.ipynb (100%) diff --git a/.DS_Store b/.DS_Store index 112055a28456e9f3e6436710d3890440661b3c1c..a73b5f61a1ab73a6ca4d244c8b2b092c420ca570 100644 GIT binary patch delta 96 zcmZoMXfc=|#>B`mu~2NHo}wrd0|Nsi1A_oVQh9MfQcivnkiTPM;qu7_A}pINSkE(U rR^VV~nb@GTnVo~51E_DaAjfy+$^0Ug0zj1@tsoOXG|T1)ku}T!Kj#!G delta 251 zcmZoMXfc=|#>B!ku~2NHo}wrV0|Nsi1A_nqLn1>SLq0<;kj~l6$h4f<5+o(UkOCAa zW{5|YW~gM)V@PF42SQzjOrW+jhWw=R;)0}{{3M{Bos(4<3pFIGtIaKqbQBCt%nWOF z6sj$a40IGsjLm9mIXOg?^{s>AvvYFu^1CPRVU)M*A;qe);G(>o{JeCK%Qy2dUSitJ h&cV+C^b*k7--rP diff --git a/README.md b/README.md index d980068..72668cb 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ # das-anomaly [![DOI](https://zenodo.org/badge/823391484.svg)](https://doi.org/10.5281/zenodo.12747212) [![Licence](https://www.gnu.org/graphics/lgplv3-88x31.png)](https://www.gnu.org/licenses/lgpl.html) -[![codecov](https://codecov.io/gh/ahmadtourei/das-anomaly/branch/main/graph/badge.svg)](https://codecov.io/gh/ahmadtourei/das-anomaly) +[![codecov](https://codecov.io/gh/dasdae/das-anomaly/branch/main/graph/badge.svg)](https://codecov.io/gh/dasdae/das-anomaly) _das-anomaly_ is an open-source Python package for unsupervised anomaly detection in distributed acoustic sensing (DAS) datasets using an autoencoder-based deep learning algorithm. It is being developed by Ahmad Tourei under the supervision of Dr. Eileen R. Martin at Colorado School of Mines. @@ -77,7 +77,7 @@ The overall workflow for using the package is illustrated below: The main steps are: 1. Define constants and create a Spool of data: -Using the _config_user_ script in the das_anomaly directory, define the constants and directory paths for data, power spectral density (PSD) images, detected anomaly results, etc. You would complete adding the values as you go over the steps mentioned below. Then, using DASCore, create an index file for the [spool](https://dascore.org/tutorial/spool.html) of data first time reading the DAS data directory: +Using the _config_user_ script in the das_anomaly directory, define the constants and directory paths for the data, power spectral density (PSD) images, detected anomaly results, etc. You would complete adding the values and paths as you go over the steps mentioned below. Then, using DASCore, create an index file for the [spool](https://dascore.org/tutorial/spool.html) of data first time reading the DAS data directory: ### Example ```python @@ -99,17 +99,17 @@ To ensure all PSD images share the same colorbar scale (in RGB), determine an ap from das_anomaly.psd import PSDConfig, PSDGenerator from das_anomaly.settings import SETTINGS -# path to one or a few background noise data +# path to one or a few background noise patches bn_data_path = SETTINGS.BN_DATA_PATH cfg = PSDConfig(data_path=bn_data_path) gen = PSDGenerator(cfg) -percentile = 90 # data dependent +percentile = 90 # data dependent - need visual inspection clip_val = gen.run_get_psd_val(percentile=percentile) print(f"Mean {percentile}-percentile amplitude across all patches: {clip_val:.3e}") ``` 3. Generate PSD plots: -Use the `das_anomaly.psd` module and create PSD plots in RGB format and in plain mode (with no axes or colorbar). The `das_anomaly.psd.PSDGenerator reads DAS data, creates a spool using DASCore library, applies a detrend function to each patch of the chunked spool, and then average the energy over a desired time window and stack all channels together to create a spatial PSD with channels on the X-axis and frequency on the Y-axis. You can use MPI to distribute reading data and plotting PSDs over CPUs. +Use the `das_anomaly.psd` module and create PSD plots in RGB format and in plain mode (with no axes or colorbar). The `das_anomaly.psd.PSDGenerator` reads DAS data, creates a spool using DASCore library, applies a detrend function to each patch of the chunked spool, and then average the energy over a desired time window and stack all channels together to create a spatial PSD image with channels on the X-axis and frequency on the Y-axis. You can use MPI to embarrassingly distribute reading data and plotting PSDs over CPUs. ### Example ```python from das_anomaly.psd import PSDConfig, PSDGenerator @@ -121,6 +121,7 @@ PSDGenerator(cfg).run() PSDGenerator(cfg).run_parallel() ``` Note: If you'd like to use PSDs for purposes other than training the model, the `hide_axes=False` will plot the PSD with axes and colorbar (default is True). + ### Example ```python from das_anomaly.psd import PSDConfig, PSDGenerator @@ -128,16 +129,17 @@ from das_anomaly.psd import PSDConfig, PSDGenerator cfg = PSDConfig(hide_axes=False) # serial processing with single processor: PSDGenerator(cfg).run() -# parallel processing with multiple processors using MPI: +# parallel processing with multiple processors using MPI (first, make sure you've installed the package with all dependencies explained above): PSDGenerator(cfg).run_parallel() ``` 4. Select and copy known anomaly PSD plots: -From the generated PSD plots, identify and copy examples of known anomalies to the ANOMALY_IMAGES_PATH specified in the _config_user_ input script. These anomalies can include events such as earthquakes from an existing catalog, instrument noise, anthropogenic disturbances, etc. Including these examples helps improve thresholding during the detection process. +From the generated PSD plots, visually identify and then copy examples of known anomalies to the ANOMALY_IMAGES_PATH specified in the _config_user_ input script. These anomalies can include events such as earthquakes from an existing catalog, instrument noise, anthropogenic disturbances, etc. Including these examples helps improve thresholding during the detection process. 5. Train: The `das_anomaly.train` module helps with randomly selecting train and test PSD images and training the model (with CPU or GPU) on anomaly-free PSD images. + ### Example ```python from das_anomaly.settings import SETTINGS @@ -151,7 +153,7 @@ ImageSplitter(cfg).run() cfg = TrainAEConfig() AutoencoderTrainer(cfg).run() ``` -Note: Since the `TrainSplitConfig()` function randomly selects PSD images from the generated plots, you must ensure the training and testing datasets do not include obvious anomalies. If you have an excel sheet with time stamp of anomalies (such as a catalog), use the "exclude_known_events_from_training" in examples directory to exclude them. Or, manually inspect both the training and testing sets to ensure they do not contain apparent anomalies. Review their time- and frequency-domain representations, and remove any suspicious samples to maintain the quality of training. +Note: Since the `TrainSplitConfig()` function randomly selects PSD images from the generated plots, you must ensure the training and testing datasets do not include obvious anomalies. If you have an excel sheet with time stamp of anomalies (such as a catalog), use the "exclude_known_events_from_training" in examples directory to exclude them. Or, manually inspect both the training and testing sets to ensure they do not contain apparent anomalies. Review their time- and frequency-domain plots, and remove any suspicious samples to maintain the quality of training. 6. Test and set thresholds: @@ -160,6 +162,7 @@ Using the _validate_and_plot_density_ and _thresholding_f_score_ jupyter noteboo 7. Run the trained model: The `das_anomaly.detect` module uses the trained model to detect anomalies in the PSD images and writes their information (e.g., time stamp). It also copies the detected anomaly to the RESULTS_PATH. MPI can be used to distribute PSDs over CPUs. Then, using the `das_anomaly.count` module, count the number of detected anomalies and display their details and file paths. + ### Example ```python from das_anomaly.count.counter import CounterConfig, AnomalyCounter @@ -181,6 +184,6 @@ print(anomalies) # prints info on number of anomalies and path to them Still under development. Use with caution. ## Contact -Ahmad Tourei, Colorado School of Mines - -tourei@mines.edu | ahmadtourei@gmail.com +Ahmad Tourei +Colorado School of Mines +ahmadtourei@gmail.com diff --git a/das_anomaly/utils.py b/das_anomaly/utils.py index 6025019..065bd0d 100644 --- a/das_anomaly/utils.py +++ b/das_anomaly/utils.py @@ -1,5 +1,5 @@ """ -Utility functions for anomaly detection in DAS datasets using autoencoders. +Utility functions for the package. """ from __future__ import annotations @@ -10,13 +10,14 @@ import matplotlib matplotlib.use("Agg") + import matplotlib.pyplot as plt import numpy as np import scipy.fftpack as ft import tensorflow as tf +from PIL import Image from matplotlib import gridspec from matplotlib.colors import LinearSegmentedColormap -from PIL import Image from tensorflow.keras.layers import Conv2D, MaxPooling2D, UpSampling2D from tensorflow.keras.models import Sequential @@ -151,7 +152,7 @@ def decoder( def density(encoder_model, batch_images, kde): - """Caulculate the density score.""" + """Caulculate the density score for the a batch of PSDs.""" # Flatten the encoder output because KDE from sklearn takes 1D vectors as input encoder_output_shape = encoder_model.output_shape out_vector_shape = ( @@ -269,7 +270,7 @@ def plot_spec( hide_axes=True, save_fig=True, ): - """Save the power spectral density (Channel-Frequency-Amplitude) plot.""" + """Plot and/or save the spatial power spectral density (Channel-Frequency-Amplitude) image.""" # Get the data strain_rate = patch_strain.transpose("time", "distance").data # pragma: no cover # Get coords info diff --git a/examples/bash_jobs/detect.sh b/examples/bash_jobs/detect.sh new file mode 100644 index 0000000..d23a232 --- /dev/null +++ b/examples/bash_jobs/detect.sh @@ -0,0 +1,22 @@ +#!/bin/bash +#SBATCH --ntasks=1 +#SBATCH -t 24:00:00 +#SBATCH -A YOUR_ACCOUNT +#SBATCH --mem-per-cpu=128G + +# Print start time +echo "Job started at: $(date)" + +# Load modules and environment +source activate dasanomaly + +# Run the script +python << EOF +from das_anomaly.detect import AnomalyDetector, DetectConfig + +cfg = DetectConfig() +AnomalyDetector(cfg).run() +EOF + +# Print end time +echo "Job ended at: $(date)" diff --git a/examples/bash_jobs/detect_mpi.sh b/examples/bash_jobs/detect_mpi.sh index 17a7cef..7edd8ca 100644 --- a/examples/bash_jobs/detect_mpi.sh +++ b/examples/bash_jobs/detect_mpi.sh @@ -11,7 +11,7 @@ echo "Job started at: $(date)" module load openmpi/gcc/64/4.1.5 source activate dasanomaly -# Recommended in a SLURM environment: use srun, not mpirun +# Run with MPI mpirun -n $SLURM_NTASKS python -u detect_parallel.py # Print end time diff --git a/examples/bash_jobs/psd_mpi.sh b/examples/bash_jobs/psd_mpi.sh index 70e5b29..cd702e1 100644 --- a/examples/bash_jobs/psd_mpi.sh +++ b/examples/bash_jobs/psd_mpi.sh @@ -11,7 +11,7 @@ echo "Job started at: $(date)" module load openmpi/gcc/64/4.1.5 source activate dasanomaly -# Recommended in a SLURM environment: use srun, not mpirun +# Run with MPI mpirun -n $SLURM_NTASKS python -u psd_parallel.py # Print end time diff --git a/examples/exclude_known_events_from_training/find_event_time_from_excel_Sheet.ipynb b/examples/exclude_known_events_from_training/find_event_time_from_excel_Sheet.ipynb index be399cd..c7a89e5 100644 --- a/examples/exclude_known_events_from_training/find_event_time_from_excel_Sheet.ipynb +++ b/examples/exclude_known_events_from_training/find_event_time_from_excel_Sheet.ipynb @@ -11,9 +11,15 @@ "from pathlib import Path\n", "import re\n", "\n", - "from das_anomaly.settings import SETTINGS\n", - "\n", - "\n", + "from das_anomaly.settings import SETTINGS" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ "# Replace 'events.csv' with the path to your CSV file\n", "file_path = 'events.csv'\n", "\n", diff --git a/examples/hyperparameter_tuning.ipynb b/examples/hyperparameter_tuning.ipynb new file mode 100644 index 0000000..29d88c8 --- /dev/null +++ b/examples/hyperparameter_tuning.ipynb @@ -0,0 +1,350 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 18, + "id": "a1414e25", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import json, random, pathlib, matplotlib.pyplot as plt\n", + "import matplotlib.lines as mlines\n", + "import matplotlib.patches as mpatches\n", + "\n", + "BASE = pathlib.Path(\"/scratch/ahmad9/caserm/train\") # adjust if needed\n", + "PARENT = [100, 400, 1600, 6400] \n", + "# PARENT = [100] # outer folders\n", + "\n", + "# -------------------------------------------------------------------\n", + "# 1) visual dictionaries\n", + "# -------------------------------------------------------------------\n", + "# COLOR_BY_PARENT = {100:\"tab:red\", 400:\"tab:blue\",\n", + " # 1600:\"tab:green\", 6400:\"tab:purple\"}\n", + "\n", + "SHAPE_BY_IMG = {128:\"o\", 256:\"s\", 512:\"^\", 1024:\"D\"} # marker\n", + "COLOR_BY_FILT = {32:\"tab:red\", 64:\"tab:blue\", 128:\"tab:green\", 256:\"tab:purple\"} # pts^2\n", + "LW_BY_LAYER = {3:0.3, 4:1.5} # edge lw\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "\n", + "# -------------------------------------------------------------------\n", + "# 2) loop over all models\n", + "# -------------------------------------------------------------------\n", + "for n in PARENT:\n", + " parent = BASE / f\"model{n}\"\n", + " for cfg in parent.iterdir(): # e.g. \"128.64.3\"\n", + " # print(cfg.name)\n", + " if str(cfg.name).strip().endswith(\".2\"):\n", + " continue\n", + " else:\n", + " try:\n", + " img_sz, filt, layers = map(int, cfg.name.split(\".\"))\n", + " # print(layers)\n", + " except ValueError:\n", + " continue # name not in expected pattern\n", + "\n", + " auto_dir = cfg / \"autoencoder\"\n", + " try:\n", + " hist_path = next(auto_dir.glob(\"history*.json\"))\n", + " except StopIteration:\n", + " continue\n", + "\n", + " with open(hist_path) as f:\n", + " loss = json.load(f)[\"loss\"][-1] # final train-loss\n", + "\n", + " # jitter x so dots don’t hide each other\n", + " x = n + random.uniform(-0.4 * n, 0.4 * n)\n", + "\n", + " plt.scatter(\n", + " x, loss,\n", + " c=COLOR_BY_FILT[filt],\n", + " marker=SHAPE_BY_IMG[img_sz],\n", + " linewidths=LW_BY_LAYER[layers],\n", + " edgecolors=\"k\",\n", + " alpha=0.8\n", + " )\n", + "\n", + "# -------------------------------------------------------------------\n", + "# 3) build four separate legend blocks\n", + "# -------------------------------------------------------------------\n", + "# Parent dirs – color dots\n", + "# parent_handles = [\n", + "# mlines.Line2D([], [], marker=\"o\", ms=8, color=clr, linestyle=\"\",\n", + "# label=f\"model{p}\") for p, clr in COLOR_BY_PARENT.items()\n", + "# ]\n", + "\n", + "# Image sizes – shape only\n", + "img_handles = [\n", + " mlines.Line2D([], [], marker=shape, ms=8, color=\"w\", mec=\"k\",\n", + " linestyle=\"\", label=f\"{sz}px\")\n", + " for sz, shape in SHAPE_BY_IMG.items()\n", + "]\n", + "\n", + "# Filters – marker size\n", + "filt_handles = [\n", + " mlines.Line2D([], [], marker=\"o\", ms=8, color=clr, linestyle=\"\",\n", + " label=f\"{p}\") for p, clr in COLOR_BY_FILT.items()\n", + "] # placeholder\n", + "# for h, (f, s) in zip(filt_handles, SIZE_BY_FILT.items()):\n", + "# h.set_alpha(0.0) # invisible, we'll tweak later\n", + "# h.set_edgecolor(\"none\")\n", + "# h.set_facecolor(\"none\")\n", + "# h.set_linewidth(0)\n", + "# h.set_label(f\"{f} filters\")\n", + "# h._sizes = [s] # sizes proxy (Matplotlib quirk)\n", + "\n", + "# Layers – edge width\n", + "layer_handles = [\n", + " mlines.Line2D([], [], marker=\"o\", ms=8, mec=\"k\", mew=lw,\n", + " color=\"w\", linestyle=\"\", label=f\"{l} layers\")\n", + " for l, lw in LW_BY_LAYER.items()\n", + "]\n", + "\n", + "fig.subplots_adjust(right=0.70)\n", + "\n", + "# -------------------------------------------------------------------\n", + "# 4) final plot cosmetics\n", + "# -------------------------------------------------------------------\n", + "plt.xlabel(\"Training-set size\")\n", + "plt.ylabel(\"Loss (MSE)\")\n", + "# plt.xticks(PARENT)\n", + "plt.title(\"Final loss for every autoencoder configuration\")\n", + "\n", + "plt.xscale(\"log\") # ← log-10 axis\n", + "plt.xlim(50, 13500) # ← span from 80 to 65 000\n", + "plt.ylim(0.045, 0.07) \n", + "plt.xticks([100, 400, 1600, 6400] , [100, 400, 1600, 6400] ) # optional: keep ticks at 100,400,1600,6400\n", + "\n", + "# Place the legends; one below the other keeps clutter down\n", + "# first_legend = plt.legend(handles=parent_handles, title=\"Parent dir\",\n", + " # loc=\"upper right\", frameon=False)\n", + "second_legend = plt.legend(handles=img_handles, title=\"Image size\",\n", + " bbox_to_anchor=(1.02, 0.95), loc=\"upper left\", frameon=False)\n", + "third_legend = plt.legend(handles=filt_handles, title=\"# Filters\",\n", + " bbox_to_anchor=(1.02, 0.6), loc=\"upper left\", frameon=False)\n", + "fourth_legend = plt.legend(handles=layer_handles, title=\"# Layers\",\n", + " bbox_to_anchor=(1.02, 0.3), loc=\"upper left\", frameon=False)\n", + "\n", + "# plt.gca().add_artist(first_legend) # keep first legend when adding others\n", + "plt.gca().add_artist(second_legend)\n", + "plt.gca().add_artist(third_legend)\n", + "plt.gca().tick_params(axis='x', which='both', length=0)\n", + "\n", + "plt.tight_layout()\n", + "\n", + "\n", + "# add dashed columns\n", + "import matplotlib.transforms as transforms\n", + "from matplotlib.patches import Rectangle\n", + "\n", + "frac = 0.46 \n", + "trans = transforms.blended_transform_factory(ax.transData, ax.transAxes)\n", + "\n", + "for n in PARENT:\n", + " left, right = n*(1-frac), n*(1.5+frac)\n", + " ax.add_patch(Rectangle((left, 0), right-left, 1,\n", + " transform=trans, fill=False, lw=1.5,\n", + " linestyle='--', ec='0.5', zorder=0))\n", + " \n", + " \n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "23383d18", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import json, random, pathlib, matplotlib.pyplot as plt\n", + "import matplotlib.lines as mlines\n", + "import matplotlib.patches as mpatches\n", + "\n", + "BASE = pathlib.Path(\"/scratch/ahmad9/caserm/train\") # adjust if needed\n", + "PARENT = [100, 400, 1600, 6400] \n", + "# PARENT = [100] # outer folders\n", + "\n", + "# -------------------------------------------------------------------\n", + "# 1) visual dictionaries\n", + "# -------------------------------------------------------------------\n", + "# COLOR_BY_PARENT = {100:\"tab:red\", 400:\"tab:blue\",\n", + " # 1600:\"tab:green\", 6400:\"tab:purple\"}\n", + "\n", + "SHAPE_BY_IMG = {128:\"o\", 256:\"s\", 512:\"^\", 1024:\"D\"} # marker\n", + "COLOR_BY_FILT = {32:\"tab:red\", 64:\"tab:blue\", 128:\"tab:green\", 256:\"tab:purple\"} # pts^2\n", + "LW_BY_LAYER = {2:0.2, 3:1, 4:2.5} # edge lw\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 8))\n", + "\n", + "# -------------------------------------------------------------------\n", + "# 2) loop over all models\n", + "# -------------------------------------------------------------------\n", + "for n in PARENT:\n", + " parent = BASE / f\"model{n}\"\n", + " for cfg in parent.iterdir(): # e.g. \"128.64.3\"\n", + " try:\n", + " img_sz, filt, layers = map(int, cfg.name.split(\".\"))\n", + " except ValueError:\n", + " continue # name not in expected pattern\n", + "\n", + " auto_dir = cfg / \"autoencoder\"\n", + " try:\n", + " hist_path = next(auto_dir.glob(\"history*.json\"))\n", + " except StopIteration:\n", + " continue\n", + "\n", + " with open(hist_path) as f:\n", + " loss = json.load(f)[\"mae\"][-1] # final train-loss\n", + "\n", + " # jitter x so dots don’t hide each other\n", + " x = n + random.uniform(-0.4 * n, 0.4 * n)\n", + "\n", + " plt.scatter(\n", + " x, loss,\n", + " c=COLOR_BY_FILT[filt],\n", + " marker=SHAPE_BY_IMG[img_sz],\n", + " linewidths=LW_BY_LAYER[layers],\n", + " edgecolors=\"k\",\n", + " alpha=0.8\n", + " )\n", + "\n", + "# -------------------------------------------------------------------\n", + "# 3) build four separate legend blocks\n", + "# -------------------------------------------------------------------\n", + "# Parent dirs – color dots\n", + "# parent_handles = [\n", + "# mlines.Line2D([], [], marker=\"o\", ms=8, color=clr, linestyle=\"\",\n", + "# label=f\"model{p}\") for p, clr in COLOR_BY_PARENT.items()\n", + "# ]\n", + "\n", + "# Image sizes – shape only\n", + "img_handles = [\n", + " mlines.Line2D([], [], marker=shape, ms=8, color=\"w\", mec=\"k\",\n", + " linestyle=\"\", label=f\"{sz}px\")\n", + " for sz, shape in SHAPE_BY_IMG.items()\n", + "]\n", + "\n", + "# Filters – marker size\n", + "filt_handles = [\n", + " mlines.Line2D([], [], marker=\"o\", ms=8, color=clr, linestyle=\"\",\n", + " label=f\"{p}\") for p, clr in COLOR_BY_FILT.items()\n", + "] # placeholder\n", + "# for h, (f, s) in zip(filt_handles, SIZE_BY_FILT.items()):\n", + "# h.set_alpha(0.0) # invisible, we'll tweak later\n", + "# h.set_edgecolor(\"none\")\n", + "# h.set_facecolor(\"none\")\n", + "# h.set_linewidth(0)\n", + "# h.set_label(f\"{f} filters\")\n", + "# h._sizes = [s] # sizes proxy (Matplotlib quirk)\n", + "\n", + "# Layers – edge width\n", + "layer_handles = [\n", + " mlines.Line2D([], [], marker=\"o\", ms=8, mec=\"k\", mew=lw,\n", + " color=\"w\", linestyle=\"\", label=f\"{l} layers\")\n", + " for l, lw in LW_BY_LAYER.items()\n", + "]\n", + "\n", + "fig.subplots_adjust(right=0.70)\n", + "\n", + "# -------------------------------------------------------------------\n", + "# 4) final plot cosmetics\n", + "# -------------------------------------------------------------------\n", + "plt.xlabel(\"Training-set size\")\n", + "plt.ylabel(\"MAE\")\n", + "# plt.xticks(PARENT)\n", + "plt.title(\"Final MAE for every autoencoder configuration\")\n", + "\n", + "plt.xscale(\"log\") # ← log-10 axis\n", + "plt.xlim(50, 13500) # ← span from 80 to 65 000\n", + "plt.ylim(0.01, 0.2) \n", + "plt.xticks([100, 400, 1600, 6400] , [100, 400, 1600, 6400] ) # optional: keep ticks at 100,400,1600,6400\n", + "\n", + "# Place the legends; one below the other keeps clutter down\n", + "# first_legend = plt.legend(handles=parent_handles, title=\"Parent dir\",\n", + " # loc=\"upper right\", frameon=False)\n", + "second_legend = plt.legend(handles=img_handles, title=\"Image size\",\n", + " bbox_to_anchor=(1.02, 0.95), loc=\"upper left\", frameon=False)\n", + "third_legend = plt.legend(handles=filt_handles, title=\"# Filters\",\n", + " bbox_to_anchor=(1.02, 0.6), loc=\"upper left\", frameon=False)\n", + "fourth_legend = plt.legend(handles=layer_handles, title=\"# Layers\",\n", + " bbox_to_anchor=(1.02, 0.3), loc=\"upper left\", frameon=False)\n", + "\n", + "# plt.gca().add_artist(first_legend) # keep first legend when adding others\n", + "plt.gca().add_artist(second_legend)\n", + "plt.gca().add_artist(third_legend)\n", + "plt.gca().tick_params(axis='x', which='both', length=0)\n", + "\n", + "plt.tight_layout()\n", + "\n", + "\n", + "# add dashed columns\n", + "import matplotlib.transforms as transforms\n", + "from matplotlib.patches import Rectangle\n", + "\n", + "frac = 0.46 \n", + "trans = transforms.blended_transform_factory(ax.transData, ax.transAxes)\n", + "\n", + "for n in PARENT:\n", + " left, right = n*(1-frac), n*(1.5+frac)\n", + " ax.add_patch(Rectangle((left, 0), right-left, 1,\n", + " transform=trans, fill=False, lw=1.5,\n", + " linestyle='--', ec='0.5', zorder=0))\n", + " \n", + " \n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b5c934e2", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "dasanomaly", + "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": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/plot_psd.ipynb b/examples/plot_psd.ipynb new file mode 100644 index 0000000..516daa2 --- /dev/null +++ b/examples/plot_psd.ipynb @@ -0,0 +1,128 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "0fc32976", + "metadata": {}, + "outputs": [], + "source": [ + "from das_anomaly.psd import PSDConfig, PSDGenerator\n", + "from das_anomaly.utils import plot_spec\n" + ] + }, + { + "cell_type": "markdown", + "id": "5c418b5a", + "metadata": {}, + "source": [ + "An example anomaly" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8e20377b", + "metadata": {}, + "outputs": [], + "source": [ + "# define the data path for plotting\n", + "data_path = \"/path/to/DAS/data/\" \n", + "\n", + "# define start and end time\n", + "t1 = '2022-12-06 20:03:52'\n", + "t2 = '2022-12-06 20:03:54' \n", + "\n", + "cfg = PSDConfig(data_path=data_path, t1=t1, t2=t2, hide_axes=False, save_fig=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "79df2cc7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "PSDGenerator(cfg).run()" + ] + }, + { + "cell_type": "markdown", + "id": "c6897380", + "metadata": {}, + "source": [ + "background noise example" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "894acf90", + "metadata": {}, + "outputs": [], + "source": [ + "# define the data path for plotting\n", + "data_path = \"/path/to/DAS/data/\" \n", + "\n", + "# define start and end time\n", + "t1 = '2023-01-25 17:00:44'\n", + "t2 = '2023-01-25 17:00:46' \n", + "\n", + "cfg = PSDConfig(data_path=data_path, t1=t1, t2=t2, hide_axes=False, save_fig=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "e0d18f01", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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yPPCtOmN1GCflDjMuJrSRssczGltZTcoayzXWIBC2rZVpZhjjWLJzotIaKT+9WWM3BmNytckVO4P51mWUxh56Tcoxwfhu+VSx8LlFcTL+j5gvZLccI1/Vr7NK/9jCMcRxCwDz60tZW5UhkCH4286dS1QY+fGXJFdkO6LH8bHNN98HfwvaXUBjrNePZvxzHnMuAcDyO6VcXFF/ZjD34eg/FqUP6jevfnRdBra5Noz1nyCixzb3fRYYl+3Pp7GX75YbaL5mVxhjW91ocsbEYDyUStQY2/Kqs+YawRia0lJjPwTt0uklja0VHWWMf0jzBxKDZNpjRBh6vKGMXbt29Boq5Tv3amxMsyxyH+8cC2PXyC8wItqe+dqOg+VBfv3GfOG/X6DKwTxTYLc+x3xox1zfJ6XfWs3RPps8X0Shqz3eQO/nBSkntNbXck34wTTFxyWjr7sqmCdPPquxUxki6wQA3wY/POjyosYyB83SZFb0fdj1lvO+/jyNDeobXMv8Aob9+7iZp1xv7drVJEgLNrd0vLcOAODFJQvD2NdB2xc098t1r+hnGuP61LeTSrX0H3cQQGQ/D7k3FgBQ6+vEMMY+t33/VvBLoPExzcPYionTAUTOMbap7fPFRQsCAN7sviuMxQRzYYeaBKL7EMkl792rew5ed71ZxxJzyT0lPCD3U3l29vC5B1YcBgBkOa7Hcz5XXakxjodKazXWoHRvAEDbXEPCWJXAq26G0TnPdCKou+mr3sFLWk/UWO3g7+E2z3Gc3r5eY689JKXdQx2bGCcP8u0LY/fFyCD5yEgmcY/w8BSNdRwl7XjtN9qOpTdJecpIYy8rnSU48XwN3iXa3JO+0DZ45KVgwplOfa+15M0ld+tL42+U8XpVDR2v3x+Xvpr76MEwxnxk8ybz5V1zdPLkPi05otBOPW7N0+8BABLO3hXGKl8j+WNsTs0fnDsJI7QuldsFY7eaMSAMEleaerPDEPeHY8z+sHqwlq8yazDzAffcOwvrc+s3PA4AyN7shTDWJhgbwzP/n95j/ZcBAM1e09fG/9hTqnn78DD2RLyUs5rocdNPB+eZ8VAYG3GbrAN5ddiEczI+TmO7vpe9QcL/6b54YJC/7N723mDNf6yHrpmYKZV4IF98GGocNN/sxnpY4aDfnn1SYxz/35j3M9/9GIxDkxA7/SjtYvPIzAK3AwDe66eT566Z8tphz+p69lR12btNnap7N96TnSe5vpGyuFn7ubawzQDgk4FvAgDue+j+MMZ62fcpfW+W+r+6XPd4Q3pJafdEmzLLQKn0tQ7sNT9InZt/rXWuvkLKZ7vra2sPB+J36f+vv/56OJcDGXH5fRAoZMyYMeKDwH+Xxx9/HBMmTECWLFmwdOlSFClS5De/lj8HPn369M8ewy+K2TranxH/3GvtF8z+m/v7s/hLfxD4WyhWrBhatGiB8ePHAwAWLlwY8UGg/QrnDz/88Kvn+/7778PHP/e7cpI/f/7/QCy1JIBK/+Zr/gtKyiC9YZOGygUfqO/No7Gbjkt5qGD0cbuTGeclr9DHB4IFLK2JfRG8kc1u/gBQMTDfyWq+RZu5hJTX2m8QBwfGHNZQ4aVS7rxJY6XTSZlG9+Lhxqi8Gfnng4X1dmOotDOZezoR1Lmc+YNDmkDi4Lx5bbbgPj40b9YziKERypg3ioiV8ZPRfEDKnn/byFXeFJgglTHXTW02A4R1sB+4pg0+0CxgNlCHg/W5eFIQKK8dc1Nw3o/Mm6B8V0WeHwAKXYisLwCcC+77ikzmWsEbjZJmw3xl8P7P9tWfOuYvEakr2v/9e/eb/lbznytyAADy6fuXcO78zYzbLMEHdmXNF533BOPBjmFcJwM1p9nYsq8L6R42PM+PZj6VDryQ9pixfjJ4E2rnU5rbg+ODOcmxD+hcPJBOj+eLcx3QUNE9kccDwJZ80dfKRBOviurmVehtKU1KQ55AOiWt2fifDnLPOfPG6WLwIjv+KwRThu8TAOBT7kFMZcol88fJTMFrPzF/bMhDqZTSmiCKBu+Bbf+l4h9VTHvjVqn0teYNVongjWBp01aLg3lfzBzH+7A/XPhbsCQuNPPzTNA3t5gD9/H9l8kfOJ81eKDju1DQfrvM+diH2+0fXG6TxrrWfPicO1gfbNvvC85T2PhwfRSsEyfMBxulgrlwMIgVPaPPFQgeH7BqIEG/5TdrIdKWAwBkM/mQffrODRorGbz/O23a52hBKW/ULQM+vSniUgCA40GXFzDmcweDPv+b+WDl6mC9K/p+9H3Y9XZJsHbYtebqWCn/lVljnB4ZS0bH7NqVXG7BDfKpX0nzoVEmSUso9q3GPgvqUtTEwvWpjA7sosEflGw/o4RUNqe5btFAi97mgI84DtPpBwKs86dmwqcL1p0rbBII5o6dY+mCte1KM7d5wgqmnTcHbfRZCXNcATlROPrL6QYnXyAzlN3sW44E46qoGfPHMwcvtbkjhyTVAuYzD+bS5ea9D9/Uf2PqxHtjDgaAfMFnLN8VM7GgzUqYD225hqS1f5t+N0iOZo+SO6jLVebD/qzBPqCUHTdBO15lPizOfVzKE2bfwFwQsU7mkAa8xf7SjbnngA529tEXVhI8GK9X2O8OHJaGse38adC+xQ9pLOxzM2n/Fnzgeo3toysq/LTGYf4olczciTiuYHBhk/9xWAaq3TfEBrk5s+nfwtuk3GL+QJcvGMNpgzXuqPnjLPbKp7ox5UyV+Ie07AXDGHNP4RXmteck6dl8yGZZV9Acd4L/0bssHsynwiYXHAz6PGJ/c/rqn7wyHP4Re9uSwR8mI9pstYzNfGZscvyvN7Ebg1/62bbNECxdR+1btvNBB39QMAxdH9ThbzaPFJMX2/zAMXyT3avfKEmytNnr8J5sXTg/chp5N64t5+24/pu8l82dzH6lmPnjO/d4HD+AtnkWs8dCdjngGjM/cVrqfK3JkdwHcF0BgMJ2/wa46aXzhxIXF4dRo0Yhc+bMeO+990LX4N8KXZePHz+O7777LtnPc+hAbB2ar776amTNmhVHjx7Fnj17UKpUqZ99XbZs2S77nwUDQOpfP+Svj3UN3r59e8RzmTNnDh8fOXIEvwZFIn/6WsdxHMdxHMdxHMdxHOf35cknn8Rzzz2HTJky4b333vtZ995f4sYbb0S6dPLp9aZNm5I9hvFbb701Is7//7uvu1z5n/9GIABkz65fYfmpwceNN+pvKKwzzM9hj7GvvSy4fZ0+PhD8WajP4DA09iP5VmSpj/WwdpmlbJNZv0p/7Ix8T58/NwT0Z13pzLcq8hyMjvG4O81fET8sIF+5mdf+mzDGr+bbnyzwL8L2Zz+bg3mU3nwD94GZZyOuBQAlt0hp/9p+MPjLmf1ZKlldRR8XCz4b5l/iAf3JzBnzV66eZ+Q3VBPf7xLG+HMC+7Mb3lsZkyP42P5MbOykD6Ne2y74OfNh860r/vTD1nli8LO0bs9rjP1qX9s9+IXeyK7R5+PPsrfepl+3HN1ZysfMT9Lm15NyvflGAYfVadM+ncZIyb4AtO0fNT8pfOI5Keed058zIF3QwbUWh6H4AvJbjvJmWPM8iW/oT1MuPis/V0mFi7icOXvVf16/rSXMa2u9CwDY3XpGGHqroZR1F+hhS9PJn5i33aS/MYsr+TAAoMM4/R1K0jiZ+/YnYZx37HsAaDVZSvtX+Qdb1AYAHGql2qs5NgR/eh+puZLjj/Np3pAPo87baI6eN37IUalv3WrmHCsBAPnNN8E413r20b8+j+0ejGfzu7emb8jXX6e10NcyV9h5xblo88224FtcVVZrjO3Nn6QCOu63Pns0jOUtI7/PnAf9jWL9zjUBAPtbLQ1jdwTf8tr4UFIY47ejbJ07j5Yyj/krfvx5+TqRzS01du6SByP7h7FTnaTP7f1ymdhivvHTeIzk66ndNV+3nC7jb0tzdXnjvW+8Q/NHmY9kHGwrpsfNDL5197b+Og7XB99YfLWdxj5o8E1EnQCg8Xa5t2pj9Cst/Mlfg7l63MoT0r750ujvYSu8J2Oi8WKp38ABevzu4FsfNleuaiD9ltt80zZNa/nKYi3z83rmoHnHHw5j42tJpSfsHBbGmsuvUzGkt76W48u2N3/iNrmVxpjz7E83v9pdTep0fmUY2xTsf/mTUEDXmhvMt7A/7PqBPHhPf7Y4urO0C386CgAxn8jXy5Y9quOQEht2nRq+U/YSET8rC+rCNcdi58lNwTeYNjbR/MB9gP1G4Nm7VwKIXHeqviffsLtof8se8BS07dMGOWqm+Ynz2gWyZuwa1zOMTQna3q79zHldqpvfFR+X5Ligrs4J5kGzxcKSBLmne4NffR4roV+/5T3a+UfZhnXmm2oL6kpp1739y+V33Ldu1lifoN+mbNG9W9tisneze7L73pZy0iOIwtb9jaaRJaB9bvtvd8OOAPRnw4DOCStD0SbtWADAoj66KC27V/LDu/focS2mSWn7vvpyaedit2seqdBU1prlZs4eul7GcJ2FOl4zzJLjaqbRNSmxu4zXzOZ+05yXvsq7xnxVbLFoogw/PzYMhfUyg+mr7fJVyq/MZqffk5JvUlXXr3advVPyR2WTq9BeNlmDe4/XGBvObDiP9Zf95jiT6zlONpn3vezrpVX026fv3S3z491A4sWOubPjZP8a01y/Elhyi6zHHVvr3Bj7vFx/ezHd73ZMI7oDYyvr1+hnpws27Nm1cWOekPNM3q3nq10s0NOYpG8szuaXfrYSEf0HSl1eNpr/M8oHfWQS55iPJNfHj9O+z35axmbL/Lq3jN8QLNwmEe9aLfd09lr96mdi0JfNWqucU7HtUr8+z+p9pOo9CAAwanffMBaHRT+tHq47I6+tZ/ZkGCqb9OIlXw9D+1c/KHUZPEgP2y7n7jpSX8q13+aFqsHvsZuan+gSuw8v96TkiANmD8O1xc7Z7UMTAQAjzM+8d86VfeY0M4a43thxmONeANui6+E4vyc9e/bEiBEjkClTJixduvQ/lnpLmzYt7r33Xrz55puYMWNGxBfGAGD37t344APZNzVo0CDiuQYNGmDZsmV444030L9/f6ROrd+pu3DhAmbOlJ/gN2zY8D+q259NivhGoP2m30+/xVeihH7HfuPGjb96LnvMzTff/AtHOo7jOI7jOI7jOI7jOP8Jffr0wTPPPIPMmTP/5g8BR48ejaJFi6Jly5ZRz/Xs2ROpUqXCpEmTsHixfgnlzJkzaNOmDf71r3+hUaNGKFq0aMTrWrVqhTx58iApKQl9+/aNeK5v375ISkpCvnz5kr3m5UiK+Ebg+++rqM5Pv8V30003IX/+/NizZw+2b9+OXbt2Rfwe3HLq1CkkJIjIf7p06VC1atVkj3Mcx3Ecx3Ecx3Ecx3H+M+bPn48hQ+Rr8IULF8aYMWOSPS5btmz4xz/+Ef7/yJEj2LFjB3LlyhV17K233or4+Hg88cQTqF27NqpWrYocOXIgISEBBw8exI033oiXX3456nXp0qXDrFmzcNddd2Ho0KGYP38+br75Znz66af49NNPkT59erz55pu46qqrol57OfI//0FgUlISpk2bFv6/Tp06Ucc88MADGDFCfs/y3HPPYdSoUVHHAMArr7wSusTUq1cv/H254ziO4ziO4ziO4ziO8/tw9KhK7mzatOln9fkKFCgQ8UHgr9GtWzeUKFEC8fHx+PDDD3H69Gnkz58fTz31FJ566qmfNYWtWLEiPv74YwwaNAjLli3DnDlzkD17drRs2RL9+vVDoUKF/r0bvISkunjx4uUtrPUzjBo1CmXKlEGFChV+9ph//vOfaNiwIXbt2gUAuOuuu7BkyZKo4w4dOoTChQvju+++Q+rUqTF37lzUq1cv4pgNGzbgzjvvxJkzZ3DllVfik08+ifq66H/CmjVrULly5fD/b+ZQl6txgUbGsA5Z9QX0hP/ot4ljNpuuGivUk7tDvyCJU9tEJ+SDrqrZRd2Hpm/ocYEkCtq9qrGFwWeqaY2zFetsdYeo/cdzAGo///hIjVGDy2r/DQ1kPdYZnSBq81hdJOp9Wc2nIpNEq2V/E9VI4/PjjP4I6ze0l8auD9wJvzWOX9QFs3pCRwL9K3u/1NOxWowF3xeNk0ETVReJ2i7WLY86bVZXitpfVg+w/0ApZxktj2efjD4uy+ZAW8Voz4wdLbpbHUeIpk25barx9XFggGT12qht9GEp1aDZf71o0OTdrFox/caJJortA2qZ9R3yO6eZkqZx2SF7CiR76P8cM6XTi5R6MwxtuE3Kh16LPtxq+lGnrf8AjbG/7PzkXLBjneOgi9EW4kDd9bHqaVEvysg9hvOTczzvXHOOQJiyX2H9Gj21Je084Byz93hqUzUAwMbuK8MYNeasXih1nuzYZF2e6aExThM7/mu8E4z7554IY4POiB6ZnWvMKfa+iw+VdjnWSrXr2M7U4wSAMZ2kzPKZzqeckPlktX44n6xGIHOGzZsNAxdWq6PHdjnbbmoY2/qRtLnVIqJumM311PKz+n3UZ7S5lNe1um5sI6t3x76xOZz1v+s9je0NzDRzjGwWxpZNFM2iOY30OJ7b6iexL4e1ljad0Ev13Zg/B6qEItoMFGfFi/lV1+3+WVLe8Lke94DIv0RoMrLuPC+guTnvl5o3O06UvGnX1uT01di/dv5xvFotNWrGfW2cJKl/aPX7MjwwQR6YBhq1RTTK7Fhn/q/9itoGf9BkX1RdqIVl74P6ZbZdqG8ZSK8BUE1eO0+o52t1SpPr07KtRQNs7BbVcKMmIs9rr3vPuxorWGAVAGAV9Jcc1MOzOXJU6YrRN0KsmF9w8l036/pJ7TuOB+p6AUDsa6JzGT9RLYLjbhcts13dNZcTO9c4F61W7KDesrez/cx+sXqm1GClNrBlUTbNw/EzZQ/YQv9ujqKBg/BR6B6UWppWd65vU7m3Cc/pvbUpJTps/Y7rH9bZvzY3s862D6h1a2O5ArdgO+aoYVihg+p1MiHlm6XvDbg+Wk0zzrG3jIzTsMLSH/Oma39QGtDqJH4zU+5t+AG9N47xwkabk/dph83KXqI7VXOg1o963LYuPI9dszhX7fmYD6hJCmibco9ph3LxYrPlgVlEhqfrElEPQNepCrM0F1TcLblgbWUdh11GyjgcYXTquKe1688r7YPrV9G5W7G5zOcVd+px3Mfa9maetvfds3BbAMCqaaq1SH3P+IZG95GJ5E5943MqndQ5wxm9jwmPSKxN05r6Wk5CK/jNRjXJvksZWUdt/60JbI9ffExjnIN2/Y4dWjvySQDHcsk6keWE1q/aCqnfyjvNXvpHsSk+lOtCGKq0JvL6gOYPm3O5Rlud9rV5pN1q7tT3KdwL3m3eOh/NJnXYarSAj24H9J0skJCQgEqVIryxnT+RkydPIlOmTABOAMj4a4f/yZwEkAknTpxAxoyXW91SHn/ZbwSuWLECjz/+OAoVKoQaNWrg5ptvxjXXXIMrrrgCBw4cwPLly7Fo0SJcuCAJskCBApg0aVKy58qRIwdefPFFtGrVChcuXECDBg3QtGlT1KxZE1dccQXWrl2LKVOm4IcffgAADBw48Hf5ENBxHMdxHMdxHMdxHOd348rzQKrzv37cn8nF88CPl7oSDvnLfhBIvvjiC3zxxRe/eMzdd9+NiRMnIk+ePD97zMMPP4wzZ87giSeewA8//IAZM2ZgxowZEcdcccUV6N27N3r16vUzZ3Ecx3Ecx3Ecx3Ecx3Gcy5O/7AeB8fHxqFu3LjZs2ICPP/4Yhw4dwpEjR3D27FlkypQJBQsWRPny5fHQQw/htttu+03n7NixI2rUqIGXX34Zixcvxt69e3HhwgXkyZMH1atXR/v27XHLLbf8wXfmOI7jOI7jOI7jOI7jOL8/f9kPAgsVKoRChQqhTZs2v+t5b7jhBsTHxyM+Pv53Pa/jOI7jOI7jOI7jOI7jXEr+smYh/yv81CwESADwCwKrtwfK2SO7hqFBC0Tk2QrX707GN6FT4La9sqQxH8n2bdRxi2qJAOyCuhqjYLcVuN8QiM2mGtMxjKXuIELAcxvocRSotYL0Y1uLgDpFcQEgy14xr+g4TcW3qct70Iihz2gkr625Wl+7tJgIGsdkV6F3itxa0W3W/6VHNXYubXT9iBWmpvA3xbcB4IXHI88BqMGBFflnXbJk2hXGjp0oCEDvEQDavxJ5PKBmBlavmKL8FIUGVFTaHkchfysWTVFpiv9aw5HBfaSkQDYADBggZb35GqPhjBVoZx9Nb66xIpulT5HxOzi/MwmaJ5b1F0McmvAAwLlARNz4xCDLt6kBALObqLj0892kXNt1YxibULIsADVGAHQsWTF0CpXbXEEh7Px7NMYxyfFqRasp7G/HMvOXzWP7touId9yWpWEsvrkYQRwrqkYQrIsVzL/3HSm3ZlMzjnnt5TXW1KdAUOdtxjiFoulWuJ651OZcCsPbOcGcssakeBok0WgI0Pu07cKc+/kN0THmCQD4sIz0KbqPCGPHJsYBiBRXp5j9xNYae/s+RB3HPGcNHnhvNe6JC2P1C8sfy5gDATVyWXI3oqAIPKBt9GCL2mGs8ZlFAIDZ2/qFsak7nwYQmb+Yo6yI/uRWUto+opb77FqSg4oc0HWFc2Jfq2VhLMPbNQCosQCg49uKu3MNsXV6/AUp37lXY1V7yL1NmLMojDHX2zWJ8+q1hzTGOWHHw03bpKS5CKCGDdbgYWwHGQ8Xr9Q53s6MF8I22HaTxrguljemHZUSoutC04V5BWLD2K77EgEABatPCGOHFsgfaq2hDOtKoxNAhevt2pH7oJR23PC11pyL49SaYWT4Wvq833Pa58TeL41xYrdEi/KbLRZu2yClNUTg3iA5Ax32nzXN4Rga9liGMDbvIamfbVu2izUR437Kjm8+b8ehNT4ivEdrrkOSM2yhgYq9XnLGT2VHVAtj+x9aCSDSUIY5rfakaEMxa3hDQ7iXkzFwswZWU8qIIckH7dSQpMLOQ/LAON5kHSL7Udt/p9NLuSe/xpjnbtyhsVNpZG85r4nuLTnfaY4HaP63awz7vsJANZvIWlrWqqOZU+uB3EDawUTHBrMoHGonBlPWlIV5s3i3thoMJkVSCa0z1513gjpPfEQP59ylIQugucAaR9DIaZJ5LfOX3Z/ytXbccF20Zl+M2T6licUPV2nsQDAOrRHd7E4ybuw+g306u7+OByTIQttvtDqMJvf+g+9dksuL4/PomtT2gORu21U0QFmZvXgYy5lN6mD3Az3PBEYy3EADOJVf6mX31zRosjHuyau+EBvGmm1LBADMSK/GbGMXyxix71OYj4pn+iCMTS1cIeJaFmusEveWmITYtT/9aSkTzB6GebpNnkEazDoPiNM3H24WcmkJzUKuPAKkuswMOS6eBH7M5mYhlwmpf/0Qx3Ecx3Ecx3Ecx3Ecx3H+6vgHgY7jOI7jOI7jOI7jOI6TAvAPAh3HcRzHcRzHcRzHcRwnBeAfBDqO4ziO4ziO4ziO4zhOCsDNQi4x/7ZZyO9BpuPhwyIbsgCIFJu1otuEorUVTyeGMYqbV1qjx31WVMprjAcJxfhfaa8xCtZbEd6PSktphevfaiilFSymWHXmExq78TMprag7xXyTGhgx4QArGk2hd2uaUXzA/fLAqEFT6JpGHYAKOdv2I01m6WMKNH+dS2MUTbZi3xQlf/JZjVFY2xqmUDTainPzfFbYm+LKVlifph+3B4Lw1kyi11Ap3zNi/70CYfbSH2mMYt6tJ2lsXSDAbAWJ2VeN07yuwZlGVTolUfhzfRwM/NgC88IQRZlbT9TD2uxcJQ/oFAAgZqSIoVMEHtC+n1FdBbYXPSLjdXl1Pe6J56S0hhF9gv6d01BjFA23Y53j1I4Xzk+Ob1svK1zP63UYJ+U/zLxP9b0ItD/1nIqdU6ic4xFQoXI7h6itbse3NTMhFHy3Bj68R2sWQh13a3aUnBkBsaL3NHGw5hm8njU9YfvZe1ubvQgAYHavpDBGkwRrbsBz29hjL0o5v57GMh+XsmWxp8LYvPXDAAD1M00NY6MytwQQaTaRnNEU24/9B2j70SAEUIF+O0aYk1sOVFFyukdk6NMzDFGA3l6DAuotoXW+bqDU2fYHheo336qxG4JxcF8g7m77hWuWNQZhbEwnjaU9J6WdQxzrSw88rHWqMgWAmpYAmv/t2sX7sWOUbW9NJ5jXrTkXWfSx9ukHC6RPrQA/z20NOihiz3xsr2dzAe/NtktMbzFvqV/q6TDG89jXXhgneWne4rFhjGOpS+vYMDavf6Kcb6SOh6yZRKTerntcx2hqBegeworZc6xZU4Wvtovg/6kmatTCXJXtiB7HMUTDJADouXO21PN84zBWv7UI9A/apPma49rOO/Y/84I1duHxdtyyHW1eyvBttGEF90Z23HD+WcMKGjTZfmYesYZmzBk03rHntmOJOdfub6rODczmjHvA2SbSLjHf63cL+g0WsxrbVxzXSePiw9ipcWJAlOE1NUHoslvON6pWkTB2qJLmRsK+t/mfJkF2L8j1hGssoOtZmx56jbHPyzWM71I4F+wYGdhfyryt1Syhdvm+AIBFhfV8yU2y4j0kf1kzGBp3jM12fxibPfNNAJH7yAsLpI3aHtZxOL61tHnirWoOxPHC89o+pQGMNaljW+XIrnvliq/I/nntzFF6ICfPgIFhKMNJMdd57y497K73pPzyeo2xD+z9zGtwMeIcgK7H3J8CuibQ6A4APrwpMN2xbxg4kUx7r1osOdKumR1LSq5qlklzFdvD5v+YMYEpS/tXNTji7wCAQ8/oGKY50BPGLGRT6aiqhGOuZ3Y13Zq3Ws5jjVA4f4c11Ry5qpXkSJu/iu+UHPF6w5io17JOADClUdBWZnPedrsYzNmxwb2n3cNzP3ftXo0xN8/rrnOyxoNFsMx4h7hZyKUlNAu56uDlaRbyfW43C7lM8G8EOo7jOI7jOI7jOI7jOE4KwD8IdBzHcRzHcRzHcRzHcZwUgH8Q6DiO4ziO4ziO4ziO4zgpANcIvMRcCo3AU+lSRcWoGwKopky356OfT2uOe3yklNRLAVS3b3BvjVG/xWqiTClWTh5Mb65BiudQAA+qQWG1kqiJY/WEqLdl9a2oNWL1Y17oKuXfvo8+bonRxeN5rAYYdWPs/VYtI/oeXQqo5ge1e6wW0JaSUlr9K+qy8HhANZqsJg+1Taj7Yl9rdX8Ys9o41MuxmkHUjWG7ULcKUL2qB2ZqrOtIKcuv0xift/o/VpuQUCKnSF3VUyneWtrK6mmxnStMLhIdLPFp9IlTMkNETG3CzmFhqM0I0W1Kuv1oGKOumdVr49Si9hmgc7tKgsZSLRSNrf3tVGOLmmNWkyr3QSmp1Wdjlc35OFc5hqzeJKE+JgA0miNl36bFw1jF46JfZHVFk9Po5HyhTh6g+kTFX4sNY/3mJwIAOo/W45hH7HyhJo/VEuS4tppd1EScl6laGDtVZyWASJ0zzj+WgOYHe13q9NicwblodYx4bqvTyHlscwbzjJ2n1CyyuZ798FX2DGHs2LWnAERq5XFcWS3IV9tFPmfvw7Yzr2G1Cbk+PF1AtffOthftPaufxPuw7XdTMK7fNfmo9iOit3VdGdHaogYhAMxpJKXVDKPUlK0T9TPvN7pW1Nm0axJ1AK3uI8d6I6OzeTpol7eMHmeLQPcq10GNUZvTji9ez45/toHVA2Q+t/qenLN2rWH+tzn8pUelzG3qwjHUYK7GqPVm+5TrYoZZtTUYTPRDJb4JQ1aTilRt0TbqydQj4qKuQb2qHJvzhbHZXfcBABpjdhhbdEb0/ayuLtsjS7d+GmQn2QHGyWBEGxsfFD0tm/vKbJLSaq1xfq7cGdyPmWyxR6Seiel0jau5OynikoBqinEuATo32hmpsh7PSGl1/lbmCc79hurwDj8j2o52zHGvU/QzjVFf02oecp1ok314GGtWUnQ9ZzRSXbJjuUSrzOYH7kOsdiPrYMcXNYutLt/R3oF2G0VHAZy6Rq5hxw/zZqilC6Bti6oAgPGFq+mBnBTj/i8M7cov+2CrHVd7pLTfoGmqfcYuNNvScLg8+Jp+l2JrCdHos7l+YR0pbT5MbvxzP5Wht+p/cvBuXNcl6rVWG5q3ZjVGKZXHXGXHDfs5vRm35OZP9DHHut1Tc/71V4lALC0gbZbYRNss9vD+4B60UvXnSnvPO9w2jI3aMh5ApIYohS6XNdG9DNve5q+qQysCAGLKrA1jZ3Mdi76pYB+5tYCuZzyP3be0OS86tOU6twxjHzaQ+1hWLG8Yo/7hhVyHwtiqYjkARI515uZSRv/z78EYj+9u3nYH2tFPPaJ5gf07Np2uhYN2ylpocwXXBDs2OdZsXqrfrRoAoPaZlWGM+5lhW4x+N2/gkxJhaGtl6Qfb59yfPVilYxi7usBYfFdHj3GNwEuLawQ6vxX/RqDjOI7jOI7jOI7jOI7jpAD8g0DHcRzHcRzHcRzHcRzHSQH4B4GO4ziO4ziO4ziO4ziOkwLwDwIdx3Ecx3Ecx3Ecx3EcJwXgZiGXmEthFvKrrLgDgArdAyoo3rhzNT2OasLGUePiVSLoTCMRQIVlrRkBxdet8QZFya3IOWNWhJdCulZYn8LdFNoGVMDdijNTQHeIMTOhkYE1BqEA9/+9rDGKaFsxeWKFmikkbe+t0hop7b39IxB932bqR9H7A0bknGLNVs+cwvbW5GVpaTGM6DJdRZZHdRBB76ynz4Yx+rPcE4hg787/y+dl+1kh8NcekpJGCoC2qb3H2Mmx8uDFx8JYzqFtAADfdFWR4iIDHwQQaQAQIaj8O5DhpIhVU0AbAJ5+PhCXPpE5+gUDTAcOGBj9/KUiEJeOr6vi0jTLuHGHHnbqYxHT/qC7imlTJNuawXBcWWMCitPbOTstGDdWTJ5i/K+01xjHFw06bP04P+21WpYRMfRj/UeFMc4naziy4s7IugGal06nRxTMCYCKads5xFzQc/QpDQYi2f2mfRWGaKowtooal/CEcc9fCEPxj8j8m91e5x+F5gP9cwCqf29F2Pt2zinneFZNFeJ6y/lSZ9bzXdgSG1kpAHFblsprO6gY+sNzTkVc3z6us1BjNB2xeZNpvfFINWRovF6MDmhQACQvSs7+sHmBbc51wNbF9tsNwZh40Zhw8DVNjFkH8/+G26Kva/uXebrGe8HfO42rybz1YrRjDWCY863ZEj0X7FqzJliuUzWfGsaOLRCBeTs22UVll2QNY4l3Sl/G1h0UxvZP7Asg0miE7fNgeTUKKFJL5kfS4YphrOYZmds2X7OPrEkW1zZrYMU1tfH2rWEsa4KM8ebT9Tj2AcX5AaBIdrmuNWCh2cMas33hGK/QOtog4KZtelyN7YG5gGnouBaxACJNf3g+ayDCcWjF7Hnvj72oMZrW0CAH0P6f1kJjUxAI9FtnEA6E1hPD0MY6MletSc/626Xk+LdmPVzb4qrUD2MxteYBAPZeq8cx98W+Ui6M1TzxIQBgaRU16KB5hs0j7FNbdZq/2THCx3Y+s824VwHUS8W2N3OpPV+RhbIWjX1eDSOsQQbhOmDHOnOAnYu8ht27cezSkMXW2e61uIexc5E5Y1Ge2DCWnFkUU4StC403HnpNY9z/hPsbQAegmRT5Msnc2rfu/jCW1FvMi24wa2CqO5cBALLOqhHGaOhi5zH3YNbgZ+vHzeSBcT662EDG1cclI6sGJG/iwva2eY7z3q7ByUHDmS8LaYz7fzv+2UfW2IJ5yY4HGjmdPa15s+J2yZvW0C/D7dJm/apom/UOzJ3sOsB9gDW1GltADI2Gr1YztOTyf9JqyVu7Bo8PY9zK2vzF9t2XPdpAx7Y979fupTlXSxpTkS5pAnM9M4k6lhRjjrEdzPd3OCg5IAGkhuxJrIEar7fH7PUTgnWsRik18uObobjpug+JXzc7qoKnnhUDogxrYsNY756JGPKeOb+bhVxSQrOQjHsuT7OQk/ndLOQywb8R6DiO4ziO4ziO4ziO4zgpAP8g0HEcx3Ecx3Ecx3Ecx3FSAP5BoOM4juM4juM4juM4juOkAPyDQMdxHMdxHMdxHMdxHMdJAbhZyCXmsjQLyRYoBncYF4ZWrRZB83vf0cO+CzQ+zxmTjSPZok9HwWcrhkvxdysqT4FmivYCwNe5pLTC0xQWNtULxZOt6D31c61I8EuPSmkFvlk/K3pPseEtJTVGAXUKaAPAg0OvAwCcKqHmAhSptmYJoztHv5ai5cZHI7yeFfvu9ryUVlCZAtdWcPp4cF3bfve8K6W9XwoWU5C+zEf63OGg/yi4DagIvBVt5/VvX68xPm9NVyjC3nOo+ZvDlf9CFMGYqz05Rxia1UTKDGc8RSVH3IhU4WMKQ9u+51i34zpLh+HywAzE4etEWNyKktMEhOLbAND+FSkX1tEYBcfrn1fR7azTRYibpiGAjon6s0RMu9zHal6zIRDYP23mOI1nhhpTH5raWHF8aviP6K4xKxROKIJuTX2YM6yhxqMvRZ9vwAApOQ8BFeC3OY0i6NYUg21qDXRivpe5MLaTGo1QCJ/XAoAZBSpGnhhqRGJNdZhvrMh/0plYACqIb+tg5ydfW2OoGhOMmi7GBLadmSPnNtAYRfutaQDb2eZrtjkF++1rXnhcY8xvUxariVC1Dg9GXZfjudMYjVGf3+a557tJyfF61ff6XJ/BUlrzDJoWzHxAY1NaSF/Na6B9RfF5azDBvD2jqea5/dfKa+x9U7Td5lK2oxXln3dAhOHt4Gy7/KuIuts623XqwZlBvlyvbioPb5c+tUL4w97aKA8mtwpjqx4VcwO7ZjK32LbK+4kI+bd9S41sONZt/ahln7RdDTIWjZN8Y9fCLHOrAQA+6LUyjHEtH59JjRYapxKjhdmZamqdB4tZjjVQ4L7CzhO2szX74hjveXhCGHv9jJhZNTWGSv0HIAqufbVfUVOdcGBz0bSK/XVk8zSvruZt9oc1w/mqqOTGLiPUeGDUnFUAgNgXqoYxekNYAwWOL2vGdPcSKfedULOjZY9vjbruF4HZQ6EvNHb0iJiAXJdGTUCYB21+pxHL2cOmLfLvBQBMba732/KE9L0dD0VmxQIAyp1LDGPn0kpp5wnvM2Zu7TC261FZd8Z10OM4br7ppX2alCB9avdLnwfGWUUq63HNqstxNv9zjqU9p7GCPWR+xrQeG8aY918z7fLQ9OhYqiMyd0YN0LlDDxprSEKs4QZzSYThWQ8ZJ4sa6JraYK6UJ4M9ekxnNYSYejgOQOR6z337sPLVwtjWTisBRK4DXPdWZo7VYDDZOi7YF4a4t7X7SK7Ldk7yPmhiZh8P6637vo2lZQyV/Uhjy+6UmB3rxLbj2jOSK7Z2XRp1DfvatxpKaY3UuG+35h6c0n0Haq6/eKXk+ps/0eN4buPjEe5rhlVR46VTd4vxkn3vVLCPmJTEb1eTkuTep3Cc2jWL/WXXedbFzhPOJ3vdbTdJybUTUEMxS5GRwRykswsA3NsTaKxuM24WcmlxsxDnt+LfCHQcx3Ecx3Ecx3Ecx3GcFIB/EOg4juM4juM4juM4juM4KQD/INBxHMdxHMdxHMdxHMdxUgCuEXiJuRw1AismiPaG1QejfpPVIqI+BbU1ANWduObb6OOsFhc1yKglAqiuT4ZvVRun9nLRPbFaMTxfu1c1Rt0MqztEuZ568zVGjcN37tUYtVKsfgbr1beuamfFphWdpR7P6HHU3qAkEACsTCevOVTnwzBGLTPbBtR+sW1K3amRXTVGrQ+rgcR7s1o21PuyOmjExmwdfvoctUb69tE+SCohfbAnvx7H+7ZaLDyv1Xt58lkpi3drq0EOpiNGpCY5ZgYigRSPBICiO6S80whWBQI782bOCEP1F/zvp7VFtVR7ibpl1JEBdFxbHRzqyNnx33+glNRkBFSLiJpAgOoYlTe6kO0C3UCr10mNGqspRn0uamJRAwpQPUyri0mNGjs2OcdHtc4Qxvo9dwpApK4Px+TA/hqjNk9po4dJXTmrh8PnbV7idRNMmqb+p803bHurm8k5bu+D7WN1h1iXsgNV/6pmGtG/srmAfUXtT0A1Rt++T2Pse6v1xpw76RGNMXfbHE69LytvxnwzPs3DYWzs+ikAgI4jtD/i+0t/xC1QTbG4DkWizsdx+Go7jVHby+oB8roZ1sSGsafeTQQAzK+nx71/h5RWz6rOQik5bq1ma88qQTsb/cWku1XnlRSZJFpOFyuvDWOrg3Fgcz7rfO1ejf3rSimp3QoAt26Wkv0N6Jgr8kq1MEatPKsHxTGZ5WvNzbjqh6AC94Whp7aJDpvN89TqYp4A9NbtOso5aOc9teCoSQdE5njCvmrZQ7Xoah4QLbqlB3TcJD4v4yZ2qI516ufhk5s1FoizDX9L11H2pdWgZP2thudP9SEBHf9Wk5dzwa6jnDtWy4xj08536oMW/UxjF85L37zeStZMm3vLphOdPzvAT+UXnbgMI3V9PNVVdMHsnORY+2axtuOu/tKO1GkFdIxb/cwVd0pp9w9cUu184XnG7x6kQW68zEBM3UF08bKrHFjYfi0n63cLRnUV3TSryZilfKAlawbQ8IZFos7HfEmNNgD4Oui/iSZ/URPU5kjqrNr1J/dBKYvPLaLB4IYrFlMdNupAd+wQG8ZOVUq0hwPQ8bU0nWq91T6xNqouPB+vD+i6ZDVGb9omZZuhOfW6hb4BoBqPALD2oy4AgEWLR+l1F8teJ+dB3Q9wraKu4XNP6DmYA+x+lzp6Dx9QHT2OF44fQNef9bdr7LOikccD2n92beUYsRq+zEF2D8y9gdVk5HCxerScp0mHtQ86bpE+sO8Xhp0QXeTaVXqGMe5X7BqcnL4m1yeb73icXdPHZhMd07g9b4Yx1n9YKc1zcdtl/Nv8zz2CnYvMLbbvqeGZ1rRBqoUmhwb02yTXeLpKtTA2deJKAJHrSTJTGxVeE81zO9hXTZQ8Y9dPrq37oJqgr9bch3Y79BjXCLy0hBqB13wBpL76UlcnkgvfAd8Wco3AywT/RqDjOI7jOI7jOI7jOI7jpAD8g0DHcRzHcRzHcRzHcRzHSQH4B4GO4ziO4ziO4ziO4ziOkwLwDwIdx3Ecx3Ecx3Ecx3EcJwXgZiGXmMvRLARHrgEAdJl+NAxR6N2K6FO414rmUpTcink3miOlFcOlQO0JI6RO0XQruL73WimtoDnPd9h4TXQZkBUAUHu91pnixBQ7B1RQnH4VgIpUV06Ijlko7mzvg+LqVkScgsoUNgdUgNiKE/M4Ky5NkfYxnaJjk1tpjOLPVsT4tYektOK/t22Q8rEXNdbwLSkp7vxgugnhc9VatAEQaTpBE4mqL6kI/MUSIgKf6hUVOc/aUES3v82mr303uEb7VzS2b0sgcEyBeOc/It8eFQfn3LEGGdR7tkYeFBG3phkN5krZebTGKGD9yCSN0ejgy+s1xrlAQxtAxzrPa+vAcWVzBl9rDT84/6xAO8etNS3gWLfnozGInRs0PzHeEOE1rAg257MVDKcwujWnmHegIwBg48SxYYy5rPoKPe7+WVLOLqki9V0WJ0XVhcLiydXZmhYcCeZWhND7+WrygE4sAKYOlmvYfE3jkCee0xjv3Yqw8zTZj2hsfiDwbucxReStYdB7d0lpheNZfysIP6eRlKNKVtNgoGLf9o1TYYjj1IrTs92sOQTNESiyDqgAP/O6NXvh2vFgdc1fH0yU/NVklh63NzBISnVQRfxTZxcRf2t+wrljxxLHl20LGrFYAwX2UavJGmPOpXkToP1ix3pybcvzWUMejpf4Zw6Fsa3ZcwCIFPRnvaq+quO143IZS2PXTQ1j9Ru1BBBpskETAGtIQpML2/YxS6oBAAYtXxnGOB4SD9fUa5wR4wLmIkDbgLnAXjecBwAe3i3nTm4+bV0cF8YGHY8HEGmqw/3FlGJqFBYOMJNgZ08UUX67D2H7sU52jseWl1xRv1bHMDavmLTzsdvUXIdC/DYHcR7QCAMAjm6pJvUYvTKMcRzYMfdhp42IqmjgFtV23dYwROMNGu8Auo/jPgIAXmkvpZ2TnHfW8Il7LFsXjpemJtefDq5hDWoCn5iIfQj3WH0n7tdgMNhPbakQhjIsEfOIZrvV4IdmHXY8MD9Ycyfu8f7xd41x7tjm47yz+8iXHpXS5lKancy4KTaMNduWKLETOg6yPiBj4+j56DzDfR2g/Tu0t8ZSLZE5M2i1Gn1wTnPe2XrOK1w88sYATD0uJiR278j8ZXMqx2ZyhlPWBITrvT0f54LNr5+WkPJGY7iTVFTeknYZqfsbmtswTwC6Nzh1864wduxEQQBAlhP6tpamajQsA9QAD+c1SdZemCrivICaetj1liY0Nudyb25NYbj/Sc7kj+skoPuK+Fq6v+6yXOblqAL1w9iyF8UEqkbCWX0xB69d1APaHp4XPn41mLMcKwCwq52MF65JgN6nPR37f3AfjTE3WUOeuPuAxcP0/24WcmlxsxDnt+LfCHQcx3Ecx3Ecx3Ecx3GcFIB/EOg4juM4juM4juM4juM4KQD/INBxHMdxHMdxHMdxHMdxUgBXXuoKOD+h9jtAzkAvZlLrP+YaJ1UvYHYr0WOyOkGtAx0Xq4VHbZ68PbqEsWbZRgGI1NajPpE9H3UxjIRVqDtBDRUAeKOplKdOq05KujPfRJwXiNSXIR3GiTag1YDhY+rpAaqxY3VAXm0npdXvoyaP1cCgxonVz6C+h9WFoV6UfS21kux9UIvH6p7wNVYfiHpIBTdouxwqIe1iNXSyfJJPHmQ+rsFAGKn7iH34KbzGovRtwljawUE9jM7Z4UCXrP5O1RM6Tm1HI2BGjbe7luhrezwj5b4Tqn8SagMW26Yxap38UWP+L0rHMaJbY8f10p2iLUTNK0A1eWKXRGsMdRmaIYwdu1bmux3/K/OITtWY7apTxblwgxmH1Aa0Y67q5Ovkuie+CmOcH1bzj2OY17X306WDjI05jXR8UWvK6hZSg8/qj8YuDMZ8oS/C2Kn2MQCASmv0OEp7PdiitgbXBRPPTNTMJWcA0PkK6BC3Omen8oumk9VGpJbZ381rqbO06y5tW2okWT1H5g/bLrxP297MtS3r3q/BoLHGDvgmDCWnJ8e2tJp+C+tEX5dyaEvujrpERBtQ1/Cft2psYqAd1Xy6xqhzR90vQPW+8hxYqbH+0XWutTjyeEA1l+zawblALSkAqPqejIO200RTaXxJ1XwrkvlDeXCXCh+dLyAagfvyq77Ugdwy/yb00ralDqBdHyv0qR1VqddL1o6oL6D9bDVoqa1lNbaoP9XyhOo8xbwjelFnPzbadS9JDk2dTnUV1wSyTBVO6HxqXEDm2KpiOcLY4kATbnxdzRnLqwf3mccsVAHHFrQMH9cJtKSGGK0y6mnZtZDrbUyC1rnxnpUAIvs5kKxD/4Gqcza+gOhZTeivMbY9tdzseTouXhnG7NpLuN493y0+jB0O5m+fwXqcXuPDMLb3QFkAwGgzvriW2/vI8Fm+iGsOH63rbtvCkrfHp1OdrotF5d6mGR3jNcEcezkZXbIuu3U8XFwg4+E+o8XK+7BrwxhI3VsZSd6tx0VHz+qPjs8kOSXLJzrZtt4t9bd9Wnu66DEj27caC/TV7LjmnLU5PHaFvHZOI9VyZu7Zk1+P6z1Eyn8YDcpU64Mx1EJFDGvulrxayOi14SNZKKx+JXOu1QMcll72shOCfSyguqd2fWQOsnqPXB833GYuG+R/uz5Rp3PsuMQwxudnbNcJfzSZDfH3bz0IIHIvnX+PlO2MVmv8YhlDVmORWnXFR0gOylBlUfjcxjskLwzuo3v5XkHdrV419b6tNiK1q4skaM7ggjFqZuMwRL1TqxlJTVe2JwCcC+afna8lZ8lYqp6MjqqtC3VUm8wqGMaypKsWVEDzF8drhrQ65hKLydpgx2veaa8DAJK6PhjGuHZxHwvoGLLr8rv3SGk1z5kXvs6lMa4FVYdWDGPH6oiWZXxzFeUNdVa7vh3GigVr0aLqMWGM7Xan0eXmmm5zZKrv5TXV1mku5byr30H3RMULyDipUaVfGNu182kAkevTVwtk7MQV0LlTfxJgutZxnL8I/kGg4ziO4ziO4ziO4zjO/wJpzgOpz//6cX8mFy6z+qRw/KfBjuM4juM4juM4juM4jpMC8A8CHcdxHMdxHMdxHMdxHCcF4B8EOo7jOI7jOI7jOI7jOE4KINXFixcv/vphzh/FmjVrULmyUWBHAoBKf14FRvwdALBouQpoU1x30PMqrkvzDArEAyqGa8WyaQqQ/rTG8n4ZiNsaZX2alFhx3TavyufSy+66EMaSE+ats1BKK0hPofKY7/Wz7YenyXmsEHHLFiLUPWqBiuZSiHiLEZym0YH13Sj6mZQUQAeARnOktOYCrJcVuKfwsjVMYbvdZDwzaD5iz0fh4Ffaa4xCv9ZUZGLgsxFft0gYe3idiGlbYXv2Ee/Xijc3Cp57zghUN31DysF9zHHBfVNYHVABbStuTfFta0ZQf8F/nnI+uF0EkyusT8FpK5iztuP23yUC4NaY4ONSUobC09B5bI0W2L/UKwcijXPIuEC83o7rp/vIfNt4m87ZskNljuUsqXOMwt4UnbemObyWHcvP9IiuO011rCEE573NDxzr6c5ojGN92M4JYaxjGTHJsW32VZ4gV131QxibVzdVVP1uCoTjU3VWsWwqrT/1jLYFDZDsvF9bXtpsbCc9rkUgjG77pcezwTXWG3OISeLG0bZ0x6h7s/mQbWCvS2MAm3Mpll7wJRUMr5lGBMMnt9Lj2Ea8H0D71LYfU7w1imG+HLZ4lQYDJf9jd6shA4Xgbe5rPVHKriM1xvFqxft5XSuQzjH2ZNCONgdR2H9TGY3RNCrvJ1nDWMeZR211AQAZvpUx0nHi2TDGfEjReBur8L6KuyeVkNcUWaGmEqeK7ouqe8cBIsbfOEFNSm74XEoaBgBqEDC3QXSMbQfovLN9RbME6xixqpWY/tj5z9fY63Jc2bHE09i5aM0oSKkgzzw6RmPsD2sGwFxljTy4Btk1nfnIGveUfU3WwOET1aSHxgV2fDFHWtMH1t/mj9qvSH/1m6jmHzyfXQNpBMFcatuC+dOut7yPHHkSw9ix3bEAgCybrwtj5Q5Lv9CsAQDKfIQo3gjMDawBGU2JbJ9ybPQaqjE+/2kJjT0TjCXbtnxsr8H5YY0yuHey44a5insVW5fGLeqHsfoQU5R564aHsdd39wQQaXbEnGzXCRpl2H3IJ8E92fHKfrP3RnOIRyZpjDkys+lnGqjd9Z7GmG/s+RYFJj0ZCqhxD023rPkCX1vjCWNmRezmLZhQh27VccgxZtfU/gOlZL/kWKN7wotFZU58bvJhkSfbygNuVIFw4n3wkBqBcU5Ykw22gb3vHUWltEY2ZN58XYOZJHOWVjMTjnGbq6yJCWH72TWO+wbLomyyfl6XXdear0rI+4/4DmqkFtdB2mhRV80ZtRfLPjPrkVRR9bM5iG2QuDxOzwd5TxXfTd+TfFBJ1ny7JsxrImuCvV+O5203aYz5pv4sfW3W0/Jaa9g4b5y0ZZGROpZee0jKTibncm/O91OAjqEppWLD2MMfJwJI3nyH5wWAHYeAO/+l/09ISEClSn/ie1kngpMnTyJTpkxArs+A1Ff/+gv+TC58B3xdFCdOnEDGjBkvdW1SPP6NQMdxHMdxHMdxHMdxHMdJAfgHgY7jOI7jOI7jOI7jOI6TAvAPAh3HcRzHcRzHcRzHcRwnBeAfBDqO4ziO4ziO4ziO4zhOCsDNQi4xl8QspPm08OHsMy0BRIp6U/D52r0ao5i2FZuleK0VKaa4LZ8DgPpjRGi7+AkVOKY4vhV5phB4C61esuLEzz0h5UuPaizbESlbTdYYX0OxbEC1kCmeDqhItjUhoKC4vbcP14u4emwVNQj4R+DbYEXnKWJvX0shYHtvFCq3UEzbChFTeDzmWxU2nvfQqahr8H6PZ46+D9t+UwpUAwA0PrISAPDC49H1pKEIoG1mRdbXBEM0y5riYWzsaBHEtuLNFAW3BhM9n/2DUk6m4/r4ROY/5hqXEydVALjZ/FNRT9Nox451zjcrEL3kbilt/7LPvzM6vlf8GHkOQA1srLA+x5oVhKeoO02ErCkARb+t+QPHsBV35zmsnjkFyu2Yo7b60t1tNRhMqK11VPicxhxWtH3zrVJaA6TY12SMb22igu/FW4so+K4X1WSJecSaPtDMxLZPbPmx8tp31fCDOc3WhTnXCqAzl1lRfhp4PDZaY6k+E+FzCsMDQKojYoKxtbKaQBVfIaYUyx5SUwrmYSv+ToF0m2+4Pqwxy1VypiL15ktp25SGH9ZIgPcUO1dNEuJHS39Z4X+2i61fwfeihd4TgmWVbd+3qeaq1wdLX1rjBs6JDuM01vJVEWbPcF6NQT69WUoK8gMq2E+jAkDNQjgPARV1t0YerEMDI6w/vXnkeQFdU61ZAg1bLJwzdtxwTlrDG+ZkO0+ZK+wco+mDXVdoBvCiMbfhmlV8lrZz7d3SznZt7RyM00df0hjH1ajj/TTIG7aOXefSAgCqnVHh/5UHmgEAOp6YEcbGNpRxves2Hdc37pBy77V6Ohpe2P0KjSI+TK/38UE7uQ+7zrN/8468P4wd6vQmAB0bXBMBIOl88YjzA5of7L6F5jZvNdTY6ipSdjZznOPfzgOOl27Pa4x9ascXDVhKG8OR2iOKR9WZTf9gOjV4GJRHTJbsPMke7L+2mfG6/nYpW5v7fXyklHbe1X7gYQBAvupTwlhyRjHM62wLWz+7djD3zCupeSRrJskjXOsANVuxdWb+suOV+dzuI2kKZMdN8c6Sz5OeHxvGmIPsfuruJVJag4f4woFRikmw8dMSAQBx29VIgwOm2vHEMEQjDbt2sP85Dm0eYdvbccPca+tZfHuwT3vymTDWL50Ytjyd5qkwdrH3MADAabMmse/tHjdu4jEAQIa9WcIYc8a8xdpm6D0EAJB0p75fKFJL9ty75ncJY8xR9j54Pnu/NV4NxkGhLzU4XVwuquXRnMG+fLrAw2HsUHcZkzaXxueWfGM3QsXPy7qzdZvmgpqZJRfYOVt/rnz3ZngvNQrrWTI4HxdFALuul+fbvaqvpTFHjsy6xnEjdfGEtum5oD1ivlBDql2VpC35PglQ8yK7tjL32Lkdc1DNs8jUrrKHaNlUDUkKf7MIO9voMW4WcmkJzUKu/eTyNAvZW8LNQi4T/BuBjuM4juM4juM4juM4jpMC8A8CHcdxHMdxHMdxHMdxHCcF4B8EOo7jOI7jOI7jOI7jOE4KwDUCLzGXRCMwGeK7pQofU2vE6tQRq01F3QyrU0QNIqvRQZ0SqwtDeQ2rjXOh/yAAwMUhfcPY54Wl7DpSj6MujNUxynRCyj35NUYtnsde1Bj1kB6YqTHer61fclpX1Iix+jHU3NhZWGNsI6vH1GSWlNRzsc9nWFgNPyWx68rwMfWdrNZbr6GRdbJ1sVpAvJ7VCOT9UrvK6n5RX8pqIZF7TPusDoas1Xpr3EJ0booXnhfGtk4bLg+SE6HkTQDIubAsgEgNn9ihgf5InXeiK/NrDAgaZsDAXz7ur0ygcwMAcQdF68aOdY5JakwCqq9kdXWo/XUkm8Y47q224/j2wVKRoPlpa/u1EdcCdH7Y8Wp18wCdr4DqpcU8OSiMzd4uOcDqynU5PhUAcHF6yzA2J9DRsuObwyqQGgKg92Z13b4sJOVD0zXGnGK1qdh+Vq+Qx9m50yI4D7UUAeDVdoi6j74dRLvnWAnVQMryhejw9But+n3UyaLeEgAMq14OAJCzgGqkLayDKNge1PsDVGOLdbLPUwMQ0LbKY/TuyLTm+pjae88+qbEPl4t21KAzw8IY9RupSQRorrL5sMgr1QAA/VavDGMcV3Z8sV3Gnle9qEODR0Vdg31DnSWrZUh9MKtrlaHkBwCA+PIVwhjHv9Wze/s+KW3bMpdbvT2uUzb1USPWzg3Ov/avaIxj17btyt2iXbVqomqpcTxbrTfWhRp2gK5ndh39Ihj/dr1YWUD0tOZ1VS3N+q0lr8fU0rz+da7o++AYT3tOY3//h5R2L0H9w9c0fYX5pmcazQFjj0gOsHsJ6k3WaN0sjB3rJLnPLCehLpedsxXWBH/3Hm2EDYOGO1ZnbRii9qWVJtyXWfR5qc1rT7O0ZM4wFjddNAknPRJxejkuTTUAQMftK8MYdQCtZmRy+y6OYTtfuIdi3wI61qwm6ZDeUtr9DceI7Xtq1tn9De9xupn3nIu1080OYxt3NwYAlN2g3y3oMvpCVP3mNpDSatR+1VXGVe0O9cMYc5Bti2HZRfN11+DxYYz7D6ubyTaw98EcbvM1NV3tHob5I/FwzTB2rMnSiOcAHV+3btZYUlFZH7cW07108Q0ybnbdrOOm0prIcwDaH6wToHs76i8CQKrNsQCAseMSw1jH/IFe3z3vhrFm2+R55nU7DwqukfVn+GhdfzjHrNZiz6ZyranP6bW4b47Zo2M+9qCMeer/AsBaVJR6Ttd5xXETX7paGNvaaSWASI3fLIU3AgC6tCgbxjhP7PhPrs6NAo3D54zuXVxduV7cRyvDGNfC2Xeq/t3rnWTttWs1dZM/K6ox5tAeKp2IqqUC3fDRj4WxxJIyDmxeWnRexniRYppLkx5dJg8S9H3goUwxEfUEtP0ePK/zLhy8Vuj7dHoAQJePtO25Fth8XT7Y/39u1taPSge3YVIkdSPjSmvOrZ1Zcu6idNX0wK/2AW30TY9rBF5aXCPQ+a34NwIdx3Ecx3Ecx3Ecx3EcJwXgHwQ6juM4juM4juM4juM4TgrAPwh0HMdxHMdxHMdxHMdxnBSAfxDoOI7jOI7jOI7jOI7jOCkANwu5xFwSs5Dv/6aP5zQCAMR/NCMMUSSbIuaAmgtYgWMKEFuBY5oRdHteYxSeteLluQMh+puM0O8tgfDy5FYao0jwwAEae+MBKR/sUzyMpS62FQDw/h16HOtljQkIDTNsXa24NAWdrYh+/d4i1L/1ERXqp2CxFYRnW1mRbAoQW0OG5oG5AI1EACBxsAgBd6zeOIyxP6xwNkV/adgCAFVWS2mFl4kVxI5DPADg1Lg4AEChL/Q5CrhbwWQKj1tjl/fuktKaqYyqEisP7MBhpawq+ZPPAgA6blEx47FnpC6jdseHsS6jPTUlx/AnRYTaGiiMLybi3IMWa5v2LXk/AKBm5jfD2NLSIo7dcaaaUlD0+r639XyJy6U/7OQZvlNE2q2wPedYU2O+c38wnme/O0GDweRf9twiAGpUA6iYvRW4p6kCRfIt1vyEovxH70wMY1NLxgKInC9sq2xGeJ1C79YYhLnqmy0qFt9xp4jFW4MVtsHHpTTGeWrFwVlXa4zAeTS0l8aYR2hwBKh2uM0PFLu3ot+8T5u/KKBu68Ku/Ed3jdEoxZoa8D5yG7MQ5hRrtsL6fWty2rZikfUEdOovLZ8BP+XQ9SqiTw8he280brAGJxQvz9Ktnwaf7xZZUQAxm4tHvJZrE6B9bvMi17Ma7+nfRzuOE8ODsTs1LzFXWSMPjlcrss610ppGUWzfmhtwbFqxfa4ndl3hrWU26xnNTuy6wjnJdgK0bdmegBo3UCAe0HHz4NDrwtiuO8Q4xI4HGtjYeUwR/Q7jNMbxYtsgHtJ+FW/XNuV4CZYGAEBssdflgXULoeOLuZGk7FkARLZBhYEyf7tsXxrGaJZhTVk4J156VGPBlggjzDyJOSni/bjqBw3eLk4yq9KouQzzQZehMtbLbdPxzTlm90Ec63e8r7Evr5eyYIFVYazawKoR5wB0DGc5oetk41myNtjc17FbEQDAoGlJYazvkOi19SLktdY8gCYh1lyNBhhju+u9cZm3+6qe444BAHJ+liWMcczZfQP3eNZ0jnOV8wpI3uityAoxvtjYQI0v2Kd2X8rxZfdGsXUDYxrj+lBz3amo115oJSZV1w1UkyqOZ9vONGiy6xjzi80LScdlH9l4j+4j/+/lyOMB3Ub9n5lPN38i5dYS0X0+u3CsHhgsdKOelXaxewXmJTvvmR9oGANoPrS5nPPZroXso6qTNWfU3yI5w05droGdxmjswxMyTye8ofO0TZmOAIDiVcaGsYO5pbR7eRp42HnP9f22DRqj4dPYWlq/2tulfja/cgzb+rE/rEki62DzHLnhc338+Q1S2v0Slyk7/hPfEEO9sSd6hjHWwe4ROIb2TXsqjOVsLaZc3zw/XA+ky4zppJynT/00FJpFWSM3zg+7Btc/LnmIOQgAVnYXQxfbIZN218Aj5r2Em4VcWkKzkOs3X55mIV/e6mYhlwn+jUDHcRzHcRzHcRzHcRzHSQH4B4GO4ziO4ziO4ziO4ziOkwLwDwIdx3Ecx3Ecx3Ecx3EcJwXgHwQ6juM4juM4juM4juM4TgrAzUIuMZfELMTyiiipX1d9fBiiaG4xY+SxrryUVlT73nekfOdeje0uIGWF9WZYld4EAJharGwYohizFeSmyLIVx6cAvhUq52utSDCFiK0ZgBWu/mn9rOj92fMifj3hcRW/ppFHzMiOYax2AREvtoLTTd+Ivm6dhVLa9qO49NgWKpgfu1Oul/j5/WEsbo8YO1gh4i0lpRzXQWML6wT1620E8wNF6Ga1VNSa91F7Us4w1mz5NwDUCMUag9C8ZXd+jfF5K1TefYSUVgg5do3c29lrtB0pFj3zAT2O/fxLguUAkAp/UGo6qcK5y+6TulojAQqAW1MKmi5w/ADAotJBm+b+OuoStRfqfSyq88fcx6l0eg22s60fTR+seDlFw60oOcW07RimwcOG2zR295LIawHAJyWktGPz6R4irD+q+9kwxvHM46z49qYyUtrcwjH/3BMao4mQFdrm/VgxdF7LipzzsW0fGgJRWxvQ3Md7BYCj6eV+zmbU+6F4uRXV5pyYUaCiBoNkkS/NV1H3YUW6OeZaTjdj5bMbAQBTB6vI//x6Utq2oknDa801lmpJtAg7c5BtU94v8zugOa3x+XkapEK/6bhTXWXNsPmaRghtJpn7OJgLAHA2/zdhiP1FAwAAiK8sIvr9FquIPgXzba7na62xBO/Dnq9ndWmDmpA2oFEBoOPLznGOh0TEhrHiaRKjXjtggJRWyJ0GEzYfcg7ZdWAsZD1pnF2F8LnGWYMCrjEzyhQJYxsf0nFAaFBg75umGHZOsg5WbJ9tMLZ1TBjbequMceYOQOf76fQao1nItps0RvMKnhfQ+fb0zqlhbFCBlhH1BNRYy/YH59ZN2zT24mNSltmkMeYyO7dphGDbfmRXKdl/9hrW9KR26cBEwkyKrQdrAACKH98fxrr0yAtA+wCINvOxexDudfKYvUyqbmKY0i9TXBh7usDDAIDrqkwJYzRksGZtvO/iA3T/EL9e9g9xyxP1QE4U42wxtbvMxRbT9bC/B/nLrtVcE5JbB2w/c42x+7kHZ0oOmPCIrlM8n20XjnU7hvflke8obLztQhjjvLfjmuOZOQsAHnxV9iG7btZ9CPOmNWopERhvHH2rbRibsE5ymjW3qfpCLADgukyJYYw53JpZsQ69h2iMRijMD/Y4u2axL+O7J7NXGPl4+PDQ4FEAIvdsg/tImfacxrifYV3qzdfnmK/XFsgXxqb2ElMRmx/qFxMDio3L1cSibB5ZE5o9UD+M0bDLmuPRlIKGI7bO1kiQ8yRmlp6Pg2lXO127mBvtPKV5xtg02n9MDPvvTQxDeXt0kQdmk9evpJjxPd1U8+vFopJfB/fW03E+txyoRiOLOn0V8Ryg+cbukZk3bV91SSdt+vpubVPuZ+Y1MH0/4u9RJyyXbiUA4MPb9bhBvWVu0YQEAI5mDr7fYwZn1hFtAESakT32opTW2y92g6wFTz2nex0ayFjjMeYDm3N37QXu0pe5Wcglxs1CnN+KfyPQcRzHcRzHcRzHcRzHcVIA/kGg4ziO4ziO4ziO4ziO46QA/INAx3Ecx3Ecx3Ecx3Ecx0kBXHmpK+D8+WQ4qZotp3YXBxCpGUatD+ouAarRceMOja0J5B+ojQWojtDUOXoNalJ9rBI1oZYMtUQAIH2gM2P18ahBYTWiqLFi60edC6slSG0OaqABQN0FkecFgMKBVh/1h+xxH0xTLSfq4FhtF+p82diSu6W0GiLPPinlvIdUt4YaSe1feTOMUVMmwchGUuLH6tixj+qXejqMHQxiu41uGc9zrKjqc7GvqbVjpINCfRSrfUbdGBujVFjsXNVO2XiHaKdMN1pllCm5cDyrBq2gyU9I1XC2/uetnz3svyPjd+HDGnywQp9+GsnQ6d+7xK/pAsaNkPmRrCaQgVqDVseOfb/F9Bs1L6klBWh/UUMI0H6z+mYfl5LSdgvnTIYRqpFZ84zMhSFGQ4f6NnbeXXdAhGKsdlbaoC6c29T3AYAVd0pptWr4+J06Grst0Af6cPlTYWzqpmEAIjXN6nerJg+MmGfcAtH/ie+semjU/LN1oaYYdQEB4NC1cpyd49TJ+qyoxmbUkjG+qsHaMMa2/SW9UkBzhdV9rBNU3/YftalyTK4dxo49tAgAMN9cY9kzoq9k25Tz3eZc1oF6QYDmua1nVLfp2aD/NhktQeZr5sqI6/14RRg7lEt0vqhlCGhb9nhGY+XXiTag1QqjVhd1qIBIrSKS471YAMDYcYkaDESaRkxcGnFNQHMa9Vzttcoc13OMbyHj4Eg2FT+acSTQnBo6KoxRb9Xql3GsR6S7zDJpZxfWv8EO7C/t07dp8TBWLt1WAMCqdqoLyPrb9s5wMvpvuc/0kPPZdY8Sj3ascw0us0nvjdew2nov/1/kcwCQuC7IC+t0EM8bKvdmdSmfzhPod+Uxi3Uw1u16xuvZnMG2tLqL1KWz+Ytj2GpVUrfYjiU+tvOOdbAabjgfCMlx0QZwJNBExIpbw1jnYG216zw1uNj3Vg+NY+5z046pR4g24AFzj43Tizbg7E6LwtjTwYl7n9C9Auu8arTGeI+Jy2PD2LQgNw8spNfIUF203la/onN8fHtZizJ00BzE+4g5qOt327eOAojsF64Ddtw8PEnO0+YRXeNGdZaY1YdsFKzzT3cwOsZvyH7FzqfxaUQ7Ed3NIA4mba3MD4ahIgdkj2X3K9TIyzuiWRgb23sGAOBgbtXHZr1sjqTeIvdmgOb1HSb/3xHsIayO3YO1pM5nH1K9R57HaoJyXMcZjeT4/KL9uPHZN6OOs1p+3BsU36D6083mSxtQ75EadoDm0tGd94Ux9pvV7r2ug+jYla1VLYzVDtaEAV31OL6m/sDYMLbrvkQAQMGmw8PY8PNyPtsvMZOkPy42mBHGqA19vKS2RZseouV3qJLmQ7Zf29Xaf+MDve05jRL1IhQhNmLJDO26S883Ldi39p2oOqBMJGOfNecLsFrJHP82v36YRzQYh4/WduZ4ffBZs+8bKFrAEbrSgz9AcCNh7PjkClF14F7+6Andh2OcVGbq+TZh6JmD0XUuuEfqMKiFXpc3MKz3P8JQ7mDOWl3imNJSv6wLtU71ugMwGoTOZcKVPwJXnP/14/5M/vXjpa6BY/BvBDqO4ziO4ziO4ziO4zhOCsA/CHQcx3Ecx3Ecx3Ecx3GcFIB/EOg4juM4juM4juM4juM4KQD/INBxHMdxHMdxHMdxHMdxUgCpLl68+Mtq9c4fypo1a1C5snGGQAKASn/a9S8G4sRWaJ4Cw1b4mcYcNOCwj634L8VorSjt3AbRr70pOPdqc+sU8aaQLwCMai4i1cOfPRrGKChuRdOf6SFl2nMao3GJNRWhqUB1Yw5x78LoOtMEwApEs34nMmmM4uBWzP7zG6R8s4nGnusWeX1AxemtUDlF0K0wuzVjITT4sOLqyYnJU1S60xiNsT8oIG3bm+e15jFlNkn50Gsao1D4g6/p3xJef0hE6q2Y/1fnReQZRY3LjPNfQUOJVpM1ds+7Utq5mO2IlHYMrwvMHqyRQOfRUrZ/Jfq1i0qrgHvoeGGU3mOyixC2nWMju0ppvDpCYW+OpXNp9TmK7VsR/z35paQIN6CGDNYU4KZtUtr7Lv2RlHa8nkojpg+1l6sxwqIDYmSwv7+KjecJRLWtoH/601LSpAVQ8fJTt6rYOJ+3+aFNGTFVmLdYTYco+G7PR8MUC/NRbOe2YaxZOqnrjOw1w9jWrmLOUOITfS2NIOLqVgtjo95aCSCy72l68ogR+ebcLt5bhfUHbRcxd2uMwP7q280YAQWM7a35mgY2vG9AzW2sWQhF9u1xXDNsbOAAKT82MbaVNUfhfTLnWkMbHm8NK2gosO0mjdV+QMT+U7dQsf+vc0lpczTXH2sysChPrDwwC+m8JjL+6tdSEx4uAIe2hNZFyRo5cVxb4xnOK2smxLaikRWgawLbHQBKfSwlzagAnTMvPK6xe9+R0orFs6+4VwCA5tOltOOQ892aZrDN7VrIJrL3xrxUobOOwy5HZBxa84NZwTprzReYGy80mKfBYPD2y9Ylqs52zWLuWWiMinJ07icPjBvToIlijmXHf82PjtpLRazPw3ZOkAdmAsaWkfls9x6vtpOyoTHLWh+YldSYpddqtliuZcc88zAN1QBtlzav6lr9QSVZqyu8ZkwGgkbrV71q1GvXPqJ5rtx0yX2VE/SlbBabH9iXdn/D+b7OmA7Frd4oD/oMDmOvvyH9ZscrjUvsnOAe6rYNv3wNztWlW+LCWNK4eACR45CmQxvbJYaxsk2D15h5HFNdjFzs/dI8L/sRjV19UsodN2os717ph2ZvXAhj7MNFH6sRVu1SYoRl19aeC8REqP5QNRZ64jkp7br4SQkpuca03L4xfG5enrIAInMq76NlDz3vqdvkWhHmHgnlAABtt3wYxpIzMFm6XeZYvoZqqLSv11QAwLEFLcMY1xCbR2jEsihbuTC2aIBcr/Zifbvab4Dsg2y+5v2eghqnHLpejFPsOGReKltrkAYDp52Ks/KGIeY55kpA98svdNUY+5nrLqDjyhrjMK/bvQ7XDOZ3QPNBctc10yTsG7tf55yZvVvH+tleMtZjiiWGsY1pYgHoHgDQdWJKXc0ziXdKnim1RY9rF+wVbV7/4gBQz4yBhIQEVKr0572XdSI5efIkMmXKBBT5ELgiw6+/4M/kX6eApHI4ceIEMmbMeKlrk+LxbwQ6juM4juM4juM4juM4TgrAPwh0HMdxHMdxHMdxHMdxnBSAfxDoOI7jOI7jOI7jOI7jOCkA/yDQcRzHcRzHcRzHcRzHcVIAV17qCjiXgPW3hQ+nBYLcNNYAgBkQce4JB2aEsaqtRTT9bHsVTacJgRXDHd1ZyjPpNHbrZim/yq6CpceuFQHfR1/S4/iaya00VmC3CNVaAwwK7loTDQqG59+DKG7YqY9v/EzK9+7S2KLbRRh3QncVuKeArxWcpoAvxbwBoN2rUlrRXAoMpzqigrvXnZBzf1VAP3vPd0DEove9peLlfdKJuLIVQ6eBiBUep7i5NSmJ6S2C5sdbPB3GKLC9EtXC2IE8KwGowL0Vg6ZAuTWKKfSFlLafKfh+7BoVvGa/bL5Vj3ujqYiM56mbKuq4RSXz6YFUnLbuENON2n1K54vrw4cTg7FGUXtAhbBtH1E02o7NQA87NIQAgDqBWY4V++Z8G9j/mzB2OLsI258x12hcUsZcn+U65ihsz3kAAI2CcTWtefRzNKqY0SgmjA0aLKYK1nAk5mTwvJmUL4xbCQBId0aPo2C4bYvsh+V8Vmj+pU1yP3nfU4H0fnNEIN0aG1HInfcFAOjVBwCwvLoKnzM/cF4BwK6bx0bFxnYKBM/zqPvCR6XlOGtawDlWZKeamcxoIPXbf1zrzPu1ovehiL1pqyqrVwIAYtcY4ehg8i+upSYqoUD5kWxhjIYSGU/qS8+eDvKbcXhIGiLrA00YAKDjyKDf5tfT4DpprIFndNxw7bC5h6Lu1kyBJiHW6KPRnIjbAaBtHv+I1HPUAM3vFKdfcrcen5xw/bJpcj818HAYy1FGDti6u3YYo9GIXS9en5YIIFLsn+ktQws1j/myvzy24v2cnzTqAIDE/HIfxwrpfXCMs+0AoGcVqdfFOovC2PHAwIbzHwBmpK8PADg8Qg013rlXSmtE9GWQeqwhA408bG5pMFfKvddqjPf093+Y+7hvFwAgw6cFw9ipdLIuLqqj60nJQJw+ppHuQzIHRhBc1wBdq1uYMcfxUjhb/TB2ONhfHMisxxV5Uox4ipTUOcZhb/uSHTy7+1dhSNtIHcrY1zb3kN3d2gAAZtTT+fdOYCJhzQPKc//whRp50Jhka2Xte067nh30uA7jvoqqe2hqYxwFNpX5JuK8AJCmvJiEdDbmMZxPB5YUCWOlg3uz8yT+9ooAgLbb14YxtsG8urrnWX+79G+CMYkrn03MK9aZeUJjBGvIw9xtxzrXB9veXMfG5tG+39hLxnjTkvFRr7UmWRyoE1urcU/9PPKax57Tw9oF4ytpkxrZjO4s49Sa1vAa1riny2hpA7vGkF3jhoWPaZpRf4EaZEx4RPZRz5l2YbfaNZXzruV0ee3wJ3X/VT2Yu9Y0invpnNm2hrEMS6RPZz+vffrUcjHtGNbC7N2CDX6RNTnCUM6Sso/d12tCGGtcT9bKLEPNawNnrbbr9Lo0Pxl6RA1JYodKTuto9pGDg32kNdVh/jqc/VQYy/GZ5M2OM3XuTA/2Ifub9A1jcxrJ46YN9Hw5yge50UzQtlViAQCp1quZSdKtUle7R6dpGPe7gOYHawzCvb59L7QheIv2fDeN0ZAn7wZtv9gjYtb2T7Pnnj0xyPu9h4QxzqNRQd0BYHFQv291mUeqzfJ8l+mJYYzvy1K9oqZlrMz4j0Zq7IqVwEsz4VxmpDkPXHH+14/7M0l9mdUnhePfCHQcx3Ecx3Ecx3Ecx3GcFIB/EOg4juM4juM4juM4juM4KQD/INBxHMdxHMdxHMdxHMdxUgCpLl68ePHXD3P+KNasWYPKlY1gChIAVPpDrxk3QnU2qMdhtZWosXL3Eo09EEg/WM0K6hiFelRQXTJq9gFA4UCjL9fXGnvsxcjzAqqVYfVtqEVk9aBYB6vV9/gL0delhiG1NQCgQKAhSK1AQDX4rLYLtT6svhPbqGqVQWGsSAvRFUlaEKcHBqItF5/tGYb6Dwiub9qqTWvRYDlWRzVY2OZWA+nde6S090utJ3sctd6s9gu13qyGGjVLxrYW7a7916s+GHWePjxRM4xt7LUUAFD21dgw9voziQCApqb/Hh8ZfX1q/Txh9HXyjrxfHjwwC7/IGNFQK15F9bS2lvgd0lU3U5nnn4h+fkD/oBz431/L0nuwPh7S5z8+Tc6DMn8/K6qxLBtEw+n1/klhrNMYKecazRvq0FCDBgCKmrlArJYeGdNJSmrfAEDeHqJvGb97VBjj/LRakdmPSDm4t5R2jlPfzWrpVE6Qkvp3ALAmSIuc17aenP+AatxR28++xt53tqBOMSsqhrHY9DIX7Xjl3LG6ncxLVkuNelB2TlLvLktr1abK+WRcVF2ov/bNGdX7OnSb6HdZ7UYS6iUCmPDo2ajnKcdn882o1qJNVnu16icxv9k+pc6qvd/x5zsCAI710rlIbaoBA/S4GdVzynFFVVuSGm45vlRttIofSx3WbumoLw4abnYT1YlrPFL0kC7m36f3FmijpT+tL6U+ltXiopYYx8OMg5qjO6aT/hhbV/WWrjsv1xjYX89BnS4L+9muhSO7SmnXUebBHD3M2sAFzzRuxWyiQ2X7eVGVoK0yfhfG5gX6WFY3k/OIGoWAao91HakxzhO73lLjzcqyfrVdtLgGrVN9QWpw2fnJe3voNY1xPNt1tGeBjlEv3n84FkCkLjHnuV2riW1nti81UQHVFI5dqH2ZWEf60mpuUjfQ6smxG1bcqbEMJ+Xv42ev0nH47JPR133/Diltu3CfsqiAaHhubLU16jnqXtr7qTA3p14/vcyd7zLqcYcDHS+r08i13WqDct73MUsN9182F2TJLutE7CzV/qPO2ESjO8zxwjYBtF2MNGgoodbfLJnM61w3ANWuq7DerOMrpCFrnl8ZhtguVi96cLBk2vnJMT5lpo5XvNIeQGTOeOZJREF9S6vPWGSE6Ap+8IzqZlI/jzkf0LWl4zi9j7NpZH6W+ESPS0onY3JXJa0Lx33xFdrniXdLnzNXAkDZ7HJPE3KrFmmbWsHeyWxMa38kr31JJWdRcI/Ua1VlqVPVepqDzvaS3Mf9AQCMbyg6esUPqo4e98Arq2jfU8Pzpm36Wq6BdsxR39PqnnJdsfmL897mbWrxGklL9Ai0QYdV0bX61N2yVlvdU84tG6O+7cHcGqsS7C9S7YnW27PrN3OPkcsN++/seV3P4sadiqg7oPNuRPfo89kxR23ksV11HWeuGvWAjpHXu0o/270T82XZwq+Hsf2rHwQQmSv2pZHzFD+i6/LWdaL5d7aT6qPyujYv1N8uuYJ9AGiOtznliwPAwBX6/4SEBFSq9Me+l3V+npMnTyJTpkxA8bXAFRl+/QV/Jv86BWytiBMnTiBjxoy/frzzh+LfCHQcx3Ecx3Ecx3Ecx3GcFIB/EOg4juM4juM4juM4juM4KQD/INBxHMdxHMdxHMdxHMdxUgD+QaDjOI7jOI7jOI7jOI7jpADcLOQScynMQiIIDBkO9VcR+J2FpbTi5RQOtmLGFM62otEUry39kcasODChGHQT4xdBow8rUk8hcyvCTnHswcZv4UKv4ZEVABBTWIS6rTg3hauteQZF08+k0xjrb8WvKVydnLA+heltXa2Y/cABiOLqk1J+eb3GnukhpRUgp9j92iP1w9jZJiJmfdX3ehz1o+290fTgxcc0RkFgijtbUwUawFhx8I7jRCCaxgeACq5bEWWKoVuB6NeaS0mzFAB4LvDnOLVc7wcN3kZK5KkhatwzbPtUeWAHLF0Q6AQDAEdERXtXfn0tTXDeNeYanHfPGqF09ps1A+F4oHkGoGLWVlg/bTCurcB2s9UisE1TGEBNbaxgN8dG0zekHNpbn+s1REo7vmhQQOMDALghEN/eViz6vFa8nHPIGgxR6NqKW1NovvcQjcW1Lo6fsuzxrVHne7qPzI+Nt6mhAPPg05m7hLEP3hATFWsywPnBuQZo7rHtSAOKIaatmk+X0hoy8HxWzJ6C9SeNDjMF2W2ei4MIx8/bGRd13Oxi2hY5s0kb2PEwpUpgbGISTtsFIkZu14Rv0ogQfbPFKkTP+7TC/w/Weljq8taUqLpYQwT2oV0TmJO33aSx1x6Skvebo4waCuScJAL8k4wxAsXkz6XVWMfc/QAA/fB0GKNYvH1t4E8Qkbc5hq2hQFJhmbPWxGJP/ujz0TSKRlb23NZ8ge2S+6DG2PZ2fUwcJ+v71tVqzsIx1KVhtTCWr/BKAJp2ADXauWD+btzsDRn3M+qpCPnGO0Qw385jzhkr1M/9xbACzcLY2IQZAICOQ7LqgUFiSuykZlqxnUXg3k6e2C1SF2uWQKOB+t303pgQqx1QQyWexpqo0MDA5kgaIsyurOL9g0bLWLdGB9wncZ7afQHXyiV3R1UJOV7VtbDL7nkRzwFAz+UbAQAfpCkbxmjsZdd7zk/7WvYBxyOg7by/hM7JvJPFICyx+9IwFrtE7jf+WTUZ4Ni1JgjsX5sfmPNe6KqxVLVkDh7apAYYbFuan9j6ZUir9eN8tnvGHTdKyT0FAIzqKvPtUDZdH3MckVi59RrjGmdNraxBBeH+kHs9QE0faAgBAIs2Sa4YfkZzBfdkdh3j/LBrEeeY7bfPb5DSrm1VE4JccuSaMNb2LWmj8a3N9zqCG2E+tvXsOVSOO5VR1y6OTa6dgK4nj0zSGI037B6d5hp2H8lxP76Ymns02y3zeEYtneOrGkjd7drKccP+tnVIMG+VYtIEpldmEWlcQNYza/LXpVuwThX6Uo+bJeNg9mo1OSvSWdZt+x6He5kaj+n8zFda5ue+9rqecDzbNYl5uGWe4WEs65NiIGhz5NrK0qfNppv9XDA2hj2hpmA09bMGZVwL7Ljhemffv3F9tEYjzG80w7HY8cJxYOcd536R6eXC2FUnPsT3Jre5WcilJTQLueX9y9Ms5J93uFnIZYJ/I9BxHMdxHMdxHMdxHMdxUgD+QaDjOI7jOI7jOI7jOI7jpAD8g0DHcRzHcRzHcRzHcRzHSQH4B4GO4ziO4ziO4ziO4ziOkwK48lJXwLnElF8HIFLMmGLZVoCcxhdWmJqCwe8Zgdj7A0HZj0tpjKLkFNIG1HjDigRnWCLCwkmPqDg4BfOtwL19TBouFhHeA1s0RlFrihn/3GspoGvFqllXmm0AahzCOgGRxiGEQr+PGfH+OYEYtBUxpsZxjr0qCEzl3mPXquEARa0P5JkXxii4bkWCKUJO4WlAxa8fe1FjFALmc9uN+UIoHGxUs8cWFjeCqetURJyCylZcOhhKmFH+ujA2A4FA8wA9LuLxH0zsZhVgTrz18vNFGtY7mTpNbxEdS4aCB8+Gj5MKyxjiuADUZMbO2RaBiP1EY0xAgesaL6g5RPxEMYewhh9pz0k5u+u+MNb+FSmPvtU2jFWtJ5Pig3HxUXUellnMCqrfqeZEw1qI+Uj883pejklrqrB0Z2B0YJS2Fz27EoCaCgGayzbcpjEKvlszjgEDpLRi2fkOy31b8wBiDZCKbxeh9ZIm39A04GJXFSA/F8wTK2a/9LwIi5c05hXMBTZvsl5WmJ0mJTRrAPR+rag7xbzTm76noL81QUA9SSALTA6gQcU/zm0NYxwH1uAkTZ+vAESKqzMf2RzZaYwIwts+ojFUI2NgcCCPmIRwTNnjrNkKxwaNiAA1IcARHRutJosBCkXnmzVXg4IBgeg8Rf8B7QO7Ruw/L8L/t23Q2L480gc5D2sfUMD961x6XIYvxGjh1DTNQbcGnj80agJ03BQfcL8Gt8iCW2uxjhHOBRo4AMCEXmIGQAMTAOiSrV9wYl2crntS5s5uY1BAT6JqDVeGsbklpLRtcMPnUh7OrvfLNXVGYXVnKTsyGAhmoZ86WIw52mzZGMaeKiyGF4O2zwhjocEUXVKAsONix6jhwKm7xwMAlpu1musZ5zigZgXzHtF7Y26MK60mJQWqSx1sXhhVV9av4eO+CmOzs1WTB0N0cd1UXdbopPOaNw+UkjmzNnMypkMPyXOxI2qGsf2tZE1N6q5re5H1YqaQdLsaZTy7XtqsQloj+h444yQ1/zAMcY7bPBKa1gTGNwCA56WvdhbuG4bKZZK6WIOTi7llfKXqrDlt//Vy34uNMRXzpTUZoFnNabvnCjZZu81ekPsbazI27xG59/pz9bsKtRbL+Du7WI0b2r0q7Wb3VfhMHERypFNTq8Q6MgffMmYmT7eW5zeV0XWnfrYJAIDYx9qEsXfulfLRl/S1SUVl3X7pTp3bH70muSKPMVFh3ny1vcZoEmdzBc157lyhsX1vSTs/lV/bvmNTuV6jJnpcjSrSr8euUZOSLHVl8Ri4vCWASEMbmoRkGKHGQdyIVyz5YBii4ZTdtzceKW3WcYG22R3vSznL1Ck0Qmmo+bhwsO6cza3jmvdrTVpo7GVTwb6Zkstj5ur5EnvJXBhnxte0YEzOzq8mFigkyTvCmK1JsO96pV0YoymGNXHhPPrgGZ2fFUbKuWk4BQANgnFPMxVA3/fUzt4zjC1aL69ZayZK6h+lXiOu1ddyvXv4Dd3j5e0h46F4HmNw0i3oQ+NSUj+75Mh5DXRvWf9VuYbto5hZwTwyToIXV9QAALxhcinXY2sExPeD9Q9q7pk3fAQAM/gdx/lL4N8IdBzHcRzHcRzHcRzHcZwUgH8Q6DiO4ziO4ziO4ziO4zgpAP8g0HEcx3Ecx3Ecx3Ecx3FSAKkuXrx4+QlnpSDWrFmDypUrm0gCgEp/zMVW3AEAiPtoZRjKfFxKq4uR7Uh0jHpV1L0AgG+vkdJqzJU9vAsAUPydgmGMmlNWv4z6RFb7iXp8VkuK+jZWx4tyGFZniVidmZYviYbIdYdPhbH3pQlCTScAWJld9Hwab1dNrNm9RNtobPUiYazRHCmpKQgAQ3pLeTyzxqijNa6DxqiJSC0YW1erM0ZsW1Hzz+o4Urfl6S2zw1izho0BRGpn3RzovLzwuMbue1tKamJZnUPqybWYpjFqgBXYo7HnukXX6aZtUrY2WmXz60pptYOmB/Wz/fxlISlfNPpETd+QMseR35ii6s7Xxwvq/bbX/I+Qb49owFhdPOoCWf0dantZHahRD4jmWFLlb8LYs09K2dBouNWuK3o0WR9QfT/OxW8yq87lqrtE18aOjXavSslxZecQc4Gdu+fSSkl9N0DHKc8FqL7Ue3dpjNpVyekOFXxf9SuzZhINMKuvRm09qznFsbugrsY4t+24Zj6y8+Ta4PG+7No+F6+S9pmjcmNhna3m59ONJC8lPqR5if0yo4DqptU+IZqqRjoxnItWH5I5g/MfAHaInFZE/uJ8j+32cNSLK2ZSzboxnaS0+Z/XsxpzDxYeJPUsr3pki6pIbi6+W3MztQutLiVzFPUuAdWVtTmyeaB9aXMZj2Np9V4DeTVMMlqZRyHabOg9JIydnShj3urlbr5Vyuu/1NjJjFLatmB/WO066tBSPw0ARlWXfi6SRvuZa41db1fcKWV+M74+CTT9btyhsVNpgrF27d4wNqFuDgCR/cy6FBmhmmusdL83ksIQ29m2FfNHcv2S3L5hulmTOMatxhzzgl0TeG6rzcb5xpwBaFteOGP08wLdq/2jh4Uh5gPbH8xvzCOA7ons3oRjkxppAFBtp+ikURsXUJ2xvLVEa65LKdWaG9Vd5n3bMZoLxjeVOtdfrvOAY97uUVgnO7445o9k0xi1+ng8AFRYGIxrir4BOHYmL4BI/VG2o9UR49pb5DPVVyPcSwFA3teqAQBqn1kZxth/mU7ocT0PTAUADM/TMoxxLZiXTXPa/iaS06y2Hcec3UNRt9Zqs/GebO7jGLbz6ZVAt4+6ioDOc5uHqZFm18LGr0kf7r9eNdxu3SylvV/mXO6BAR3jYzvo9zCG9xLdPqvvzPpbvVXW366t3CfZ/N8k0OrmXLTHcy2sMFC1KhufUP1nMvuAaNKtmqOadJSTm31a14bG6UXblTkLAB4sJrqFW2eqbmHxJcHcMcK/G7fLOOg6Ul/LvNTteY1xb2DHPzV7ix/fH8ae6izj2ubITmOktOOa+xY7d6kBbvcNs2vJ/LyYUefn4WC+5disueC685ILbF8xR9m9Fq9r9xzU7373Ho0x39xg9hfPBGu/1enNgUMAgNqTc4SxRSWDepnBdLa79KF9H8X6WW30LN/KmHz9IdWD5X6g5WQdr2evkudjFuoYaj57KaabvVlCQgIqVfqD3ss6v8rJkyeRKVMmoOxS4Mr0v/6CP5MfTwMba+LEiRPImDHjpa5Nise/Eeg4juM4juM4juM4juM4KQD/INBxHMdxHMdxHMdxHMdxUgD+QaDjOI7jOI7jOI7jOI7jpAD8g0DHcRzHcRzHcRzHcRzHSQG4Wcgl5qdmIVctAa4IxJNPZUymazIdBwBk2JslDJ1aHoh9N3j7ly928moAQGIlFb6NXSNiuM3ma4wixa+215dWSpCSAr2AilRbUV8KJVuxeIpzP2JMJJITx6eIsn0tRa/tdSlea4WfKdJtBf3HnxGx4y5QsWMK+lvRYQpJJ2dyYYXrKbJsxX9571aEl+YfVsS7ctB+VsyeIs9WyJntQcMWAFh/u5S2DdhGeYyIPfvIiiI//oKUsyvnDGOvdxVTCIp0W/HhSmuk/M7ot058JLpOFD0eMEBjNA+wRhBdSraVB+2NivCfyNTmKnLecvr/VqqrvVDvjWPTmgHUfyXo8wZzNUhlaKPo3/HEDAA6hwDt3+e7aazWYintWKc4NgXVAfVa6NghNoxVPJ0IQM04KgytFj4Xm3klgEgDAM5P1sNen0LagM5Pm0doKGCPI7dt0MdL7pbSzsk6C6Ov+1lRKWkMBOgct+1jRbcJRextm9EYgeYKgOag5Aw/bF02lZGSucPGbH49Ol1y37L5mvtoEnLqgBogxS0QUwhrvMTrGU33cLhYcxQaLNhcOrakCP4Xz7w2jL3aTkqbmz8uJaUV9KdwOw1tACDDJ2LusuuOr8IYBf0TjMcWzWUs6U9LyTFiReDZflYAnUm17Ru6FrItKPoPqImEjdFIwOZD9r0dXzQ6sGOJ+dqaS7Gd7Zji2mrHXM/Ckl8TR48PY7Gb5Z6avaGC78zdozrr/R67Rp6344t9autHUwrbf1x/aGwBaL9Y4w0aN9i27zInEPen0wkQOpGsmh8fhni/tl24tti5HV9XxvOo0WpwwvazdeF+wRoBdUkj16tdPS6Mcaxbgwfbh4Ti/h07F9dg4EKzavSbAHSvAug6bw1RWJeerXVO0qiM+Q4A0gfzJNWRrGEsbtJRAEB87mZhrO0ZyeXWPKNIgqwDXWaqGdSobPKaImVmhDF2h22zIrNiAQDH7kgMYzRfsIZFnLxjO+mYu+ddKWnMA+i+z7Yt9xzWfCRz0PcTjUFNm9bB9azDyXwxBdu/vUYYYt6acqZjGCteZWzUNbIHc+L+WRp76VEpbW7mWG95Ro3Z5p0XYzY7Tzi3reHHvo9kbz5o07wwxvxf8IkuYaxaScnTtl0qtA72TibpXrxzJQDgtNkj01CF64WtP8eB3YvmrfI6AGDjzgfDWNkCcm/lnmwcxthvdhzS9M6u98zh48vrPOi4WoyP7NxdWEdKu85zrNlcevOnUp56ZpAG+UbAvNngWLOvZb2OJhgDpCD5VYSuSeE+pJHO+60TJRdY4xLmdbvGcb9szc2Yj+z9MmZzQI0VwR50z7VhrNlqMRqZUV336PXXy1y16/yDBYZHVgBQhx+TEOOOTIl6LbHvmXhP1rTJpmSSo64YH2GSeTMUvJf84C5dK3/YCNz5Lz3EzUIuLW4W4vxW/BuBjuM4juM4juM4juM4jpMC8A8CHcdxHMdxHMdxHMdxnMuKHTt24MUXX0SrVq1QokQJXHnllUiVKhUGDx786y9OhlSpUv2mf1OnTo143eTJk3/1NYsXL/6Zq15+XHmpK+A4juM4juM4juM4juM4lrFjx+KFF1743c738MMP/+xze/bswfvvv49UqVKhatWqyR5TqFChn/35e968eX+XOv4ZuEbgJeanGoFAAoA/UVfhyUBczIhE5Tsuug/U/wJUI8dq5r32kJSBTAsA1Z2w2k+UOLHaKTwfNTgA1f+hTovF6s5RIoa6e4DqjlgtD+oiWX0fanHZ6zYJNGKsTha1NIyUWqgNZTWVeO6lqBnGErsvBRCpXUJ9oOR0oGy7ULvEanFRA8xqkjwwU8rkdMusBhL1Tux9UHeKemRWC4z9Vm++xn6pT61uIe/NapO0C6QBS32sMY4rK123skrw5WQr4sbOOpEZKRbOTwqoAdjaS/SGDubWw6inZcc/5WPWmHTCMVQjs+oddawuukBjM6nW1K5eoh1V8Ev90niGM6LJY8fSe3dJabttXzrRsTpU9GgYY1/PbSBljlnVwuce3r0SQOSc5Nyx8yDHZ3LeIkf0vEmHRTfqujyq/0O5HJurktPjXDlTdKM++Fi1pJhnrJbOO4G20bTmGqPOF+erxda56GdSbrhNY5xHGb7OEMaGD5ac28Noe20L+rL4K6rFdayO3CenBqCaXdRgAoA73pfSak5R66nEJxqjHp/VMGQetPp0ZVuIntWpXqo5yLxl25nyRVZji31pz8e8ZPXIqC1JDS0AuHWzlDbn7gg0G1Ntjg1jbTclAojUuWQ7U+PL6lpxHFDzClCNOzuH2LbfHDE6cEFCLlJ+ShhizrX5kDG7Th39SNaJD/ovDWPMm8zzgI4rqy/FuWvnCetndXrZl1YPLe/ccgCAjZ0+DGM8t83r1BuzcDzYfmY+t/OJ60/shpgwluH8WQDA2/fpcfn3SGml3lgXq/X5TA8pl07Tv8afequlnDfQjgQAFPpSys9u1FgyopuNPxKdSWrXAZrLbB8V+iKyTgDwzfl8AICL+feFsePB2p9lg+r7dVks+n7MAdRHBoC15YNcagQT+40TLbCnW5j7CRbkqWlUw63lULl+xwV6fc6TCnNVW+xYUTmfnVfUjPygkur3cZxanU2OP6vhVmOyXHf/bXpd5vIPC6teYfGDkpOtfBnbwO4viN1fcG7bcR1bXfTa4vKohhvHRqM5ehzzsJ333M9RVg5Q7c49+TVWo4xorsVl7xnG2Of2Ppg/bJsyZvMwr3HnCo2tnSj6avsXtwlj1Ee1awzz8A1m7fh7MI+pEQ2onqjN1zPS3A8A2NX9zTDGNqWG9DaT04pvlvk5aPDZMNYnyL23rY++1r3vaOyJ56S0fcX8ZfND0u7oPMe2svqe3KNYnTpqylpNak7jtGYdSDXkKXlgNpz1t3wVUXdA90l2j0LdX6tdWmSFjPV+E3Wsk4ED9PF9wfi3+WHRaemDiIEd3FRSd9WHDKRQ8eJjetipibK2nu2uayvnJXMloGPjOaMRG/eA5PWINxuBiHnbYjp3ON9t7mPet+vOs09Kaddb7i35fg8AYl6RD1BiS+kamHhrAgBNKK4ReGkJNQIrLLo8NQI/qP1vawSOHz8eO3bswC233IJbb70VQ4cOxbRp0zBo0CD06dPnd63io48+irFjx6JmzZp47733Ip6bPHkyHnnkETz88MOYPHny73rdS4F/I9BxHMdxHMdxHMdxHMe5rGjbtm3E/1On/mPU7X744Qe8/rqYKrVp0+ZXjv7r4xqBjuM4juM4juM4juM4Topkzpw5OH78OLJmzYr77rvvUlfnD8e/Eeg4juM4juM4juM4juOkSCZOFG2I5s2bIyYm5meP27lzJ/r06YNDhw4hQ4YMuPnmm1GvXj1ky5btz6rq74J/EOg4juM4juM4juM4juP8oZw8eTLi/zExMb/4wdufwa5du/D++yKy/Ws/C167di3Wrl0bEfvb3/6GAQMGoEePHn9YHX9v/IPAlE6gJt92ogpJU+TciuFSuJcmFYCKq1M4GVBBZxprAEB8t+AX6IGILaDCuA+9FlWVCNFhigRbLVyK3FoDCgra3mU0PVmXJ40APz0XrIEIReytqDWva9tgXoFYAEC+bIlhjCYA68qrKDKF8q1pB69nYxTkbT5dYzQreNwYI1ELOTljDisS33+glLZdbg/En63RCAW2KQpuRdspmn7aaMtSBN5en+1i2+ymbVLa/hvYX0oreJ3lvBgjoKtRxt5SCr8n/QakAgA8PeAv7oX0bPRiQtuCxDSpwhiFx23f03SHhi32+UHnG4exKsH4qpJnRhijQPjG2zQvlAn6f44xt6FZgBXdLvexCMdznAEqkB4aVYxWpfTeM1cC0LEKAEvulvJ5I4xN8xErsv7gdnFLeLJ8bBjj2Pw6lx736EtSWhHx82nEJISC6oCOZ14fAHoNQRScu9Y4hUYL1sSFhg12TjBXfXDXqTDG51cb8X6ee/bzutGgCYg1gGFdrUEH81c9Y9CxKZjnPZ7RGA1EbH5lPxwxf9QctVPyte0Pe+8/fa0VhGdb2fHwYSnZ7KVOo4L1zNcULAd0XNn7XX6nlImtEsMY86Y1CGAOZX6zZiqs+91LNEYBfGsUwPzas6TJT0FHJxmR+vcC4f2Cm9VAgY4oh4q2DEObysg6UeGl2DBW7pzcx9Z0ahhRe0Bw43YwBcr6o1eUDUPJrV3Mudb4o+0WMQkpO6acBgMx+40LnsZPsYYpbNsnzFpzV9BuS7PrfeTMLfexsZL2admFYmQxv943YWxUZ9kPxD2vuYVGDG+a+cn1rFktbb9egbD9ok5fhbHymSQPVjIC903XiWnHcfUKQXwHMec5k07nHefJtpv0OLapnU/VPxYDgU1mrWSbr2qXFFVn5ihrfFNr8YXgvNoWnCfZjuj91FsnJiH3va2vzQe5/tg0qpH00vrx8sAs7lnSTQYAHDpgHAuDDqxwZJLGFnYCAJTLpPsWrvk9CxsdpgVpgvsZG4Y4d5HmeBjrI6eLyA/cK75zr8aee0JKa1DDPZnNQVsXi9GBnZ/MD3G11JiNE7lnZz3hB02kraxpE8dXbpPrHy4mJiHjzF7105ultCYgXOOM70yYw+26x7rafdLaSZLYH5+lbyjTnpPSGpzQxITmSIAac9g9I/fV1kgDaSRR3/yphmjOw9xbvEOX8LmzGSWX29TCnGrPS0ML41MWmnvY+bKgrpQ2v35UWsaVzSMcX3a9peHU8cwae/ceKbmfBHS/O7aT2c89djUA4OE5Op9pOhJzUPNws8Wyb/im14QwluWE9Eu/brqHin9exk1cukF6jSHBDQ/Q4+bVlfyV74DmL+QRB5ukoho7mFtMQmwbDKsSGH9N1ERSsbT0hzXxoiHWu8ZEpchmyV+JlfR+4/JIXrdreoO5MnfGF1YTofEHpAEPnYnO9fb9G01rnjHbzqVb5Hxn5sZrMI9sJDmWASCuXmXEG68Ux/k1rr322oj/9+/fHwPounSJmDRpEi5evIgyZcqgZMmSyR6TK1cu9O7dG/Xq1cP111+PmJgY7NixAy+++CKmTZuGnj174l//+hd69eqV7OsvN/yDQMdxHMdxHMdxHMdxHOcPZe/evRGuwZf624AXLlwIXYBbt279s8fVqlULtWrVioiVKVMGU6ZMQalSpRAXF4enn34abdq0Qc6cOX/mLJcPbhbiOI7jOI7jOI7jOI7j/KFkzJgx4t+l/iBw2bJl2LNnD6666io0a9bsPzrH448/jmzZsuHs2bN47733fv0FlwH+QaDjOI7jOI7jOI7jOI6ToqBJSKNGjZApU6ZfOTp5rrjiCtxwww0AgH379v1udfsj8Q8CHcdxHMdxHMdxHMdxnBTD0aNH8fbbbwP4dZOQX+Pbb78FAFx99dX/bbX+FFwjMKVT9DMAwOERRcIQRbBphAEA8+tJafTRQ6MPa6jx2ItSWiHktxqKgO7h7KPC2PTmUr72kB5HQwkr1h4abyRojCLoeVurqO9T6foCUKF0QAX4rWA3Y9a8giLQK8vr15JnNRHBcysavbtAIgAVigaAvLNE/LdcGhX0p3g/hZUBFdEe2VVjvM/khKlp0AEkb95C0wdr6sGYFbWmSYMV4ub5eB/2ePZ9ozkao7A++wzQe5vcSmMt04ug+NaZHcMYzUeOZkvGtOO/MQg5co0+zvZt1NPJmoRkCxrhvbvCUJF0iQAi75fmMjRmAFRQOemhjRr8qMy/U+NIBgQDlY4tAFDnnd/22oZS2di39B6P7RYx6wjjnkCU2wp7d0kjgs81a8WFMZo42HlC7Bjm+LNjiYLwNlc0mRVca7Tpg+Wi/L33gFidbC/WN3yqyE45bnZ7FeSmyPmwxzKEsZJbRCTbCrTHlYkFAEwyJhs0HcrRRwXSp86PFuTmHLP5hnOjzkKNLX1LxvWpaTqu71whpZ2THcfI39VqL1bBcM6t+ML1w1hSdxERp/g9oILsVWepnkiRE2oqQGhkYM1HmFusQccLj0u5O7/G2C/WCKXVZCnnNoi6VET9yGIji8J+WFlF/56Y/rTce95PVKy9foKItVtx+usOSH79spA5X2BOEnhsAAC+Daa5NTv6+z+kpLA5AMx8QErbBlxbeN+x57fqkyeCSZFHxaonLZC/3lqjK653JzKpkU7hAvK41vV6XN690gaL6hwNY1VWi8mFHXOskzWcKhyMuboL1DCi1mJ5bOff8vdl3Nxu7pHr41CjSU1zFDtPxreW+nUc96Fe94Q8tqYvfGyF+rkm2L5fWiwfAGBRe70Prg8U9geAZstlDFsTl/3Xyhi516S7PoOlbGX8LGggMKK7xrj2237uJH5BSH9aYzTrsPlw1b2SPzjmAWBRFckvSbeqAD+1yof01uPueVfKgpOrhbGn1q0EEJkDuKbSnMLug27bIOWnJTTG+7X7AhqO2PPy+TKbxoexVCukLjXPq+HHzjViEvKQMcp4arXsTTI11D1eraBNrTHPjJ39AACNb1JDAc7ZZ4xxyqjuMnetiQT3LR+erxjGVoyT615jlue9wXSzaytzmR3DD+7+QB7kLx/GeneQ9eER6P1y3lujChpu0AgJAEYdl3uzTlODdlYFAJyqlBjGMp2IjbgfQI1N7LpX8EuZT1tLaK7nmhX3pObwcrdLnRMK6Gu5ZlZobUxZgoFT5MCbUeezZnc017Br9Ygtsj7F7FQzh8I7A4OHYPyP3a57bxqmPGLmGserNY57tV1kPQA1DrJzg+tEkYbDNRg0VuI0rRPHmp27rIv1B+jYUMxgJmzTfg6ZqW5COU/LnLV7ZZo7xW4+Hsa4TtTNo2/uy+eXx2nMGsJ9+AfndW9yvrI8rlrsfj2whFR2brriYWh1FRkHCWYfwvFn83DYIcYZrWRgLmPHf6pJDwMAupyYEsYGPSP3S3MWQPNSjs90vZ33iKxB9cdoAuGctu9d2Ic08AHULMeaqnUfIX242Ji04VZ58/dALW2DuPZXA/O/g3OZkeY8cOX5Xz/uzyTVZVYfAK+99hrOnj2LQoUKoWrVqv/xeTZv3oykJDEQK1eu3K8cfXng3wh0HMdxHMdxHMdxHMdx/vKMHj0aRYsWRcuWLX/xOP4suHXr1kiVKtXPHnfmzBmMGTMG330X/aH36tWr0aiR/CW5UqVKf5kPAv0bgY7jOI7jOI7jOI7jOM5lxebNm/Hoo4+G///iiy8AAOPGjcPChfoznrlz5yJ3bvk6+5EjR7Bjxw7kypXrZ8/7z3/+E4mJibjiiivQqlWrX6zDuXPn0LlzZ8TFxeGWW25B/vz58eOPPyIpKQmffvopAKBEiRKYNWvWf3qbfzr+QaDjOI7jOI7jOI7jOI5zWXHy5Els2LAhKr5v374IY46zZ8/+W+fltwHvvvtu5MmT5xePTZcuHfr27YtNmzbhs88+w9atW/H9998jS5YsqFGjBu6//360atUKadOm/bfqcClJdfHixWTEtJw/izVr1qByZSMsgQQAlf7Yi3Z4OXxI3avRnfVp6khQewpQ7T2ruUP9q3Uq4xJqjRzJpjFqcFntpbElK0aeBMDUrqJtQQ0VIHkdQurSWe0S1n97seg6Wx29m4LLWe0sPm91t6hJZTUM7wqcwK12FjXFqE1i60ydLgDYFMjJWUk4ai4VNno+1Fea9IjG0gb3+bnRErTt+1NsO9ebL6W9t8nBue8N/oBi9cGo83TO5DC2Be8VUP0mqxnZfYSUdjw88ZyUj76ksbO3Blpd24143RARSJmwc1gYajPpj0lNtRfq176pc2TbLPFWue6xTHoctXNqZH9dD6RgmxW42SluUbjdCChxEBX68r+pdhTFP4nW1KOuDwCUHVENgGpZAUDz6ZHHA6p3t8aknXfvkdLO9xOBiZbVtKT+TtXyqg90bFxPAKrdBQDZjkjJuWPHTaU1UlpNJ14jOe0nqxlWf4xolb3eXTcBDd+SMq25R873gp+q5mD95aK585L+gTGsi9XIoW6ave8Kc3NGBWueEU2s94wG3zOBLlIPo/NETpu2bf9K5LUA1Raifhqg2lVWr40aj0lprgtjh24TjTk7F9m+VhesbxnRLhy0aV4YY18ZOa1QM87qCbGN7jH9NjjQHbL5hsdR3w0AejwTHeP1rGYp5yfzDaC50caoxWZzVOwG0XylppnV+KK2nh1zvL7N7z2bxgIAdt2XGMaY3602Fe+3fDLT3uYWauVRcxfQte1tk4fPBTE7/7KsET2mxttV63D2ctEHs2J0w6fJ87YtmH/tHOdYT2yVqMFAt3VXfs0t4ZwxnVW7gFzX9hXbjVq1gI6/vkfGapDJhYsDgJwPqIYZ+QYyxyb0Uq1Mat5afcjis6RdBr2h7dI3j+xrznbV6zIfXPGjvnbzrVKyLQDVi51s1uBeQ6RcbbTy1i4PdOc4mAFUWydjjTmqiflSAOe2zb3cL9mxyf2X3ctwHHyzW39q1PEj0Xi0ew9S5JVq+h8OsNIfhaHiB2WvZfMc9faezqzaqrFVpF+svuc32UVR6OKVqo+XK9B6s/1Cbb2eJZuFsWYQfc0ZhfU+JgS6lS8+pq/l3snmL47nCgV0DU792oMAgAtNZoex+i0aA4jULy70BX4Wu/+p+qroKJY7nhTG2L42H44/H+jFGtG1VePk3h5/QY/jmvn+HdHXLZjeaJZyL5TmXBhi/rL6u/n3SGn3pRyT3GMCqjfHfMN5AwD1FySzrwo0l7dWVo3T4ktkbQ1FQgE0ric/r7Na3LxHq13HdGT37QVnBX1u3lg8XEv6z2oyLi0p8/66Mzrv2ff2Pjjt7PsUalLHd9d7rLZCctnKLTquy90u49rq8rEOdj/ONu0yf1cYW1WgIACgaq2n9MC00m/Fa6km4tZ2onN5bHuFMJYlT/Tel7k2YjwEianZHP1Ag7m27xDTf5/dCAAY+7yOV77fsttSTv3GRle68Sy5rn0vweOsRizbpW9m1ZUO3zSZxDW331g0MHqgCQkJqFTpD34v6/wsJ0+eFOfbqvOAK9P/+gv+TH48DayqjxMnTiBjxoyXujYpHtcIdBzHcRzHcRzHcRzHcZwUgH8Q6DiO4ziO4ziO4ziO4zgpAP8g0HEcx3Ecx3Ecx3Ecx3FSAP5BoOM4juM4juM4juM4juOkANws5BJzScxCLJVFhXdC4apRTxkd5NDEwoqrt5gmZY4vVYCfSthT26nILcV3G8zVw15pL6UVlaeY9qhMD4exQ92nyDU+yRnGqm0XEWErBk3BZKOHHQrq9x+osTXJNC1Fjq34PIWIbZ3ZHkbjHJ8H3hBvNdQYDQ6suHTtV0R4+WwhNTWgMYcVjp+XriYAoPGJpWFsdl0RjW68QNuUpiP0qwBU0NuKRlOM3Iq6sz9q9w4MW9KfDp8b/kYigEjRe56j5UA1I1jU6Sv8FBpq9C15fxg71v5NAJFC0s/0kHJrAxU4Dk02DDTryHLCU1Ry5Dyogv402LFC1xxfS4x5ReZgDNPUAQD69pHxVe5jHV8fLhYh/Kydnw5jewLDDSusT2OAKbV0fsY/K/MzrnXxMHboDhHCpgGGFdGnOL8VmudxVsia49oK9nOe8nhAxy7NawDgycCsw84DipznKLksjA0qXwNApBkHc1VydbHHcU5WX64xGm+0mqyxfwYGBa0maSy5/qPwOcW/AZ3vNAix9ZpxRMXQszYXMXTb92ULiKB+6lmNwxiNSGzuYzqwddkWaJvHP5AvjNXcLrnMiu3TiISmNICaewwrXy2MjXprJYDIPMP+sAYBNIHaY8ydmGsfbF0zjL0+cWnUa0d1kHE9r4mM6/qTsobPLWsiovg0NABUiN6ahXC9i1midWdnUjQe0BxJoxpATSGsmD3PbccNx+bgPhp7MzBxeLmDxtbfHnktQE0D7H1wLthrcG0Y9tZGDQYdN6G/rkk8j127uKZawwi21bzquvYPHyzmO1b4n2PJzjuarNj7pRmGXdOZI+y90aTAGm7Qy8AacXF+2pzCecI5CajWfYX1usYklowW0WfOsQYx3Fd8WkJjPzXgivne/K09uMl8x0+FoX3nZU2162nt5TJeay6MCWNL75b6DX9Scz7bzObDlcUkD3/QQI0W2B92bvwjMDPZVFpjXJeZjwHd89B0AgAq9BCDoeHr1GCIucL2fZfRQZuuME4ZweTdulxzFf2W7LjmXsLmUo45Ow5fC9a4F43Z3WOBUcXjIzXGcWPHNceQ7Wdez+4Zp5SRdazfHDVzYP61+YvzxJpKcQ4ml1OsERDHlR3D7A/bv8zXdvw3ziO5PnG1tin7i3PDjvlRvWT8bSymc5emHtbYKCF4W2INNdgua8vruK64Tkxjeg/R4zgeaEQGAJ8VlbLOQo3RiKV+Q93zv754Cn4KDZqsMU78ATHmODtaTSx4Pds+7NO+naPfQ6wsr3OsyziZd2Y7HI5nO++5TlkTwvjCMifqQ+fEvONyT3FH9H7is0msWRqNsW9GlawWxmLKrwQQaYzGcWDHHE1U7Puo0DjEOg4GAyu+l+7xOO63qW8J5t0etJFxedl6t6wPdg/fE4E5nJnw773ZEncZs1Y3C7m0hGYhNWZfnmYhyxq7Wchlgn8j0HEcx3Ecx3Ecx3Ecx3FSAP5BoOM4juM4juM4juM4juOkAPyDQMdxHMdxHMdxHMdxHMdJAfgHgY7jOI7jOI7jOI7jOI6TAnCzkEvMH2YWcrsoytbuUyEMLaoTdPXmW/Q4OlXQWQBAkYVFAESKwBd/UkRuad4BqEnI6+1U/JrasXFphoexqQd6AgBaGAF5svxOfUxhamvQQSF1K/odCnAb9dqslUWkd4gxQaD5iBW5pTi4FR3O8uRTch9bhoUxvsYKlVMw2Ipa0zgkz0GNzQ9eS6FmQMWbrQA/BaytuQfNAD5KRsTbtgEFs604fZYxzQAAic/OCGMUEbZi7RTMvuddKa3BSuwa6dP4/tqnbMctJfW45MxZKH49tq4aCuy/TYSG845UAxE8YJwinGgmtQofzntL5lv91vX1+WCi7Gq1MgyxT63wM/WeR91eToNBJ817Xl/LsUbhaUDTQufRplqB9rQVziZNZ+rjA7mjn6fQO+eVFSAv8YmU1siHAtrWmOT9QHOeYt0AUDC9CLjXH6rGJLOaRF+fou31R6rhTUweEei34uCcVzF7VFh8/60iLG6F1DnWRxuR+hVBLrt1s8ZOPSemK0+lUdOVYU2DOphEkrXkSgCROZdzl20HqDmLFUNn/uB8BrT9rHA9TQDevUdjNA24z+Rc5kg7tzm+bC49+5CYj1w3Qs1HXm0npTUNYLsxjwAqgm5NYyioP7KrxmIKBMLnm28NY1xvthfT45hX7f1y7Wj/ipTWEIXjgfcKaP/Zc7Cfbc5njrYGAMyNNudz/n24s1kYWzRdcrMdcxTCt/m974EJ8sA0WsXqMobWnlGTlGaHxSQlt1l/2KdzjIEVDUSsoD9NcKxpQctazSLqCeicaPOq/t14aisxCEiuXezaxfb4psmqMHZouxiT2f67fb2Udu5wHtv6sZ+zjFRzgbHrJUfWm6/HcVxZw7NFC8bKA+N4NnWO7Btalu8Yxla9IceNM0YtNPOpX7pfGJu9RfrD5iPO1VG7xchg42o1MqBZz6rDOl9svxGOV5vHuAewxDeUPBJ7Qo1GWBeOfQDoeLu01dTlunfjXLCGSjRdmLAtPoy1mSlzbVc2NZYo+L5cd9Tzel0a2VgzObZ9/WwTwlj9em0AqNEcoH1lDUlYP3s+rhk2jzAP5vpaYy89KqUdm307yJ5kYwM1xuF57npPj3v7Pilte7MOds7W6CD7mV3d3wxjBdfINYaP3hf1WmuMM7uWtGW1TbrHogGE7bcsc6sBACqmWRnGmCNs/uc8Si5fcy7adeXavVK+cy+iqG7MPWhmNWXcB2Gs3Eh5P/HhQd2PlMstc8jmTZp2zK6s6+iEXrKO2rb4qtMiAMDFxbXD2M3BfsDOe+YWu67QBMSaacV8Iu9dbAceWiBjLscIzRkPQ+YC9+AA8NwTUtq9SYZZUq/EXovCGN+ffNVOTcbiS4nJmH3/cXRxkPeNk0eRl+Q4mjxZbPuxf63JGI1kxnTS2N1LpKQRC6B5q+kbGnv0JSltjmzzUaI8ME4ysf+Q+iUiVuucTo6ze8GZD0hp2z77W0A9k2/dLOTS4mYhzm/FvxHoOI7jOI7jOI7jOI7jOCkA/yDQcRzHcRzHcRzHcRzHcVIA/kGg4ziO4ziO4ziO4ziO46QAXCPwEvNTjcBKQ4BrAp2vx16MPv7xF6SkXgQAvNFUyrPrqmkwENiIX67aFnFDYwAAy+49G8ao9fZ00yJh7NhtSVHXpQaS1Zqj9IXVYqFuktUwYex0MjIFVmOCuiZ1FmqMehhW74LXjSut2ksfjBZNo3Xl9bi3Ao0kaiHZa3R5UnXsKASYdPvRMEStD3s+athYrQzqnXxSQmNsq05jNEYNJHsf1HSxGkPUHLPahOxr26bE6ttQ72pyK42xf23bxz+SVR4EN1Ru04XwOWpIWb0etpnVSKP2DXVaAKDrSCltW3BsWP0TYvW0Eg8Hule2wQcMjH6RoxzMFT7sMlP0d6yO0YABUhqJGiQEqcbq4JxLKyU1zQAdk9NaaIx6OrYvK8ySebSsleoiMUfY/qX2EfV1kpsvVs+Lr7W6d80DjVGrU9e4RaBVVDkhjG28W+bxHe9H193qkrFOVvuSdbc6VKxLn8Eaoy6fzcPEahGtmjglqi4L60S/lu0c96RqKtVfL31q8yvrRU0uQPsyueNsXz0SaD7daXSg2ObU1bKvoU4kALzwuJQ2L/G19rpFPpE1xgryNU6Q+7B6TBynBd/TdSdnJll3rN4R283mtFKBRuVz3TT2RKD5esWPGrswTfph9gLpA5urqDVl58aRbFLaPDu+gOSlammWhjHqO9k+3XCblMnpPFmtKz5vxzp1H62+J/U67Vjn4xlltM3mdZc2q7dAj2O72PFF3SgjBxXmcNsGXKupJ2lfY+ti9URJhR4yF1PXnRfGqAVntXG5X9maTcd66uwyRmxe4vpt166tEwP9OrNx2H+X6IRS+wxQDUrb9hynNs9xHFitSO4XkhsbVjfwmy0yNgat1rHRt26gx0rxPXNDs59fCyByDnGecu0EtG257gKqBWx1JKktOfuw6htuHT026nzUh+M9AKoZtqiwjiXqqj1VuE0Y4py572097Otc0efj3oB7TAB46jnZZ1pdN44DmzPGn5f6U5sRAKomyNuSi0gVxg4H17v+S30tNZrt+aZkF123Qet078v7oFYmkPxelXnYahj2D7Yh82rpvc1+SO7N9hHPPTtN/ahg4ujxYYhtQG1cQHOj7bejJ0SLseNi1WLk3tO2PXXkrL7gs09G1ok5BtC9qM0PnCd2rvF5u+dn/exxfK0d17yf/mYLxzUmYv9QTPQj9y/WMcexOa+Yjs3ZvSTPNd5i3psEnZ76e+0XrhMtG2kfjFou+ahLb803XPTnjda5yzaz+YG6senNvZ0O7teuo9yb3LRNY2xnexzfz5Qxeo6pEP0WfGpzGfe27amXbN9/cC/fbLG+d2HKsesTtXutBiT12Wu8E2OCMqBT19K5Y/dqhG1k507xYVmA+46F/3eNwEtLqBFY6w0gTbpff8GfyfkzwOKmrhF4meDfCHQcx3Ecx3Ecx3Ecx3GcFIB/EOg4juM4juM4juM4juM4KQD/INBxHMdxHMdxHMdxHMdxUgD+QaDjOI7jOI7jOI7jOI7jpADcLOQS81OzECABwB8ssPrZjeHDVe1EfNeK/1IIlkYTAFBvvpQRJhaB4O19czVGAXIrCEyR/cW1NEajDCu2TEFna55RdoyIb+fL82EYo9i+FdKlyYYVMacJgBX4HtlVSisEnpxgOO+Tx9u6WqHmQF87QsC3/LrI4239rNg3609dcUDFw+1xvCfbpmxLe93bNkhphbNpTkLjCACY+YCUFKy3BhN1A9H57EZUPtdBKa2xC+tu29uKghO2Y+zOUxo8k4xrzJ/A6w+IAPOD5buEsa3jRkmVjJYuzSEoOA8AH5WWss2kS58uR3WW++hSsm0Y2/q8iJFzDAAqEG3NMOjhYIXC371HSmuGETtQxLaLFFPhf46/k0bbNzmDBZJ3c7TxBbFmHBQWt2L/p5ABANB4sY4bjj8a+QDA2jSSH15/XvMD57bNVTR4eN4YTDDfVOhTW6/bRESyrakIxd0pJg7o/Cy4wwhtB+4ax9q/GYbYLnbu0ojHCvAnbpK+PNtJReU5j+39sg2sEPiFnSKqnjWbCql/G/TLptJ6HNvcvpbC4tbMgXOh3asaY/1pigHoPLE5gIYS79+psQO5pcxzUGPbgva1bUqB/hrVnwpjSZOGAYjM4cyvdj1hX9t8yHWsySwpt267P3yu4xHpI3vfNMiwfUUPGjse+LjkFo3xNdZcZ/buOLmHcfFh7NbNUp56Q+fuw2mkz+161rOhjOtyiF73aFAFAKMKy9jd9aiKu3Pdbtm5XBgb/pacx+Y5rtUWjhF7vxT8t/Xjvdt19B9/l9L4xITzza5nD8yUkv0CAPMg+eZYK803mYP16e9mfeTewJpusQ9tDuLay2sBmhutCRvbyh7HOtv2Yf6f9IjG0gbXSzVTx1WGe2RcMb9a0wnueWLLqynGsTfEKKOB2UPRGMT2FWM3mPF6/RdSclwAQPElYt40aJyaN9HIg+YYgI711pM0NjG4NxofAHrfFUZUDGM5C4vpCY0PAM0BOXrEhbFmuWXcWxMc5uGDuTVW4zVZJ44V1TUiS5pDAICzJ3KEMeaKviW1vePXS3vbvucYsf1XdqDME+Z3AMgwQtq+YkntDxqr5Jisa8Lw1fIaO+Y4vqwhFo05rNHa0bdknu8arHm94Brpo7OFtI+4B7R7S+7F7DhIzvSEpnS2DTjWRpWWfmu7fW343PhOgVngCk3SwxfI83aOc5/IsWevb/NDhYViWJEValjBvaV9bdpzUtq9aEzvfgCAfng6jD1dSnLB1l6aC4o3HCQPrGMRG8gml7uX4Kdc3F4cAJBqrhqIDNok5+4zRI+b1lxKuzehUVJy5iy2rZhHTnXXsfT6cRlfD5bU9axZAVnPbF9x37w0TTUNBhOq5nI18mMuaVlgkB4XnOjQaG2/HHtlTzJo8NmfHhZxXTabNUJZF5iQ2TZg3qT5CaDr3ft3aKzCM8D2/9P/u1nIpcXNQpzfin8j0HEcx3Ecx3Ecx3Ecx3FSAP5BoOM4juM4juM4juM4juOkAPyDQMdxHMdxHMdxHMdxHMdJAVx5qSvgOI7jOI7jOI7jOI7j/A6kOZ+8iPcl5XKrT8rGzUIuMX+4WciYR/VxoABL8WNA9XateDOFb60Y+/RASNcaD6wrL6UVXL/h8+gqUHTeii3n3yOlNapoWf1hAMCxrlPCGEWRrVj8E89JaUXvKWJsBXxZL2ueQa3hRSXzhbHrzoto8xrT7BQEtsLxk1tJaQXSeV2KIwMq7m/F5PnYtgEFl63API0TrFA/TUys+DVjNR5TAeQM1UUAmQYAgPblnvwa6/a8lBTdv/cdfW5rATFpqLlOTRpomPJWQz2OYsJWDJqGKDwvAFQdWA0AUA0rw9hKSCypvcbYL7avONZW3vnvp6jEkmKoEbvlfze91VySKnzMcWPFy1dWkS9877peBac3lZHSGvIwZoXtPy4lpTW8mX1RRNpj6qkZxtn5EtvVXWPn0kZfg4LY1qSE0PzAmntwDNOsAVBBf2taw9daDXGapFjBa3L9l/r4wgHJAanzqGg725HzGtC5Xby1CuGf6i9C+F1H6nG8HnMqAMS+JkLlzT7eGsZ4n9aMhu1j8yH3btaEh/fJOWyPswLuNHJ62eRN5vC1vVaFsS6NqgKInHfsoyef1VjMLMkzU+eogHvLRhJb9qLGKCie4esM+uKg0TcWUOF/3sfTHdRQhu4eDy/X/ugdiLlbwXzmBY5RAIhfNxsAEFe+cRhjrqX5g+2XpsFY2m3yIoXh7ZinicOFKzWPxI2QedfjGT0uxyfBfZiG3PqIGHRY8wCumba9acgwo4quSYvaSxvYdY/9bM1ZeJ6btkUfZ9uHRhF2fWQ/3/WexhJfnAAAqNi6TRhjH9h1nutPnYUaY9/H1y0SxpLqiIGNNcTiOmrhPLY5KHbudZGVB8JkVSS7mh8wH9j3OnFphgMAlm3qGcY4j2xeYHtYgxOaGVgzDO4D7J6Dhht23vE4+jBYY5fZ+QPzFuM4UrG5GAqsMVvAGz+TMqmojrlVlVNFnB9QozK7b+EabPuZddh8q8ZovGHPx9f0nHhIg8HJB01TIyLe7yvt9bA7V0jJtQQALpwPjJRM5x96Q4y6rNkFzQhmNdEY593Z7bFhrP7uRACR45AmDtYvosKsYB7lN+5T5Ivr9XEwYPpNjDZWsW11zbdS7r1WY9yzdRlt9hdHrgEANFusphlcC//vZT2MRh42rzPnWMM6moAcPXFdGKu/5SsAkfdbe6TMt2oHtI+4V+R8svvTDK80AwCMTZgRxjp2lnXq4U26TtlrEM4dO1+Yj+3+lHvkUh9rjP1m+77sBtmjpIbuUT4pIaXdb3I9tm3WOM3rAICkjx4MYwnBPGIbA9qmeVsMD2OnRkteeOg1PW5eNjFWWTREc0vtndKmh45rTuN8ooGiPQ/rDgCPviTlC49rjPmDpjkAULahmIlM2DksjOUOjLVqj9G+f+oN6fthT6hB2alrxBDEvlfjmmH3MD0zyTVe36LXYL/ZfqYxlM2l3AfYscl1h4ZcADC9APCCeT/gZiGXltAspO60y9MsZEELNwu5TPCfBjuO4ziO4ziO4ziO4zhOCsA/CHQcx3Ecx3Ecx3Ecx3GcFIB/EOg4juM4juM4juM4juM4KQA3C7nciO8G3JxFHgdiLNVKjgqf7jNYSquBQZ2XsmtUOyIUCKJoDBCKC1ldN2qKpT2nMWrC2ZdSpsdqBFotpZ8eZ7Wz5jaQMnaW6mxMHSzaG1YX7Gx70Qa0ehfUorD6FNRy6jxaY6yX1RiiFom9D+pEDeyvujDUIjmdXo9jO1utDN6v1QRKTi+H90udG0B1OHI01b7M92SXoC56HOV0qBsFqKSQ1eNgv8XPVH2uIZWj60c9JvtathX1Sqxm0qpHRRuw6vv6N4K7l4h+i9UebNlDNGVaDtQOpH4NNbkAoMvMlQAidQNXDpRBYnUpeT9nr/p9NP3+l7UBidV3sto5JL679FvBHZoX4nuJpozVhaGOkYU6l1Zrqu1u0QGsa7ScjmST2Px6GqN2ltUItP0PRGq+ca5ZTTOOfzvHmfOsDiK1N61eG+e9zS2ci5ybAJD+tOQAq2vFOldaozHmtK13x0edz7Zj49a1AQCFd6oGa8fVWyPOAeh8s3pj1MeydWYblV2SNYwNf1b0p6xOKduWmmGA6hLZXMBrzAl0AQFgQKAbaPMXtZzs/Gx7WPKMHWfD10nMaoy+FEjSJt2qGqNDRog24GqjmfpGUykn9PomjFFjzt4bx4HNw2xLHg8AHSDagB+ZPMc8tO0mKa2uFXO5zX3UXbRaV8x5u8eoHmf6YC2yOq6vd/0mOJ/eD+tJXUBA1yKr2RXWwQhWJdSSPppXTNfMD1rJmmnbgu1j13Tqv8U3VH2p8IJmUYrZK9d47y49rEqCaAPuNvpSnG+vNdfYi8F9UAsPAGI2xMqDcSp6m/m46GpaDUO2G/MEoGPY7i/2V5L1xOp6Nt0p+l1TtrfVOq8eD0B1fQEgQx7RAPvc6HBSq7Fqep2f2CBCgMXPfBWG2P92D8OY1eOjPt3nN2iMWrzsc7sfSfuAaEYer/uhBoNuOW5yJTUgk5Zox2wKrm/7nhqCg0fq2Bw1WsbIU4/ouOHab3UaRzUUHb1mq3UfxOum/lq1PDn+rSZpTOVlAIAZQ1UkLXUZ2dfYfF1vvqw1bzTtEsauDepAHVcAOAXREz2STXPG2TmiY9fliOrYcb2z2mxVO4tGbcPsqlGbdKfc05HbtV04Fw8YbTZOBbvvC+/xvO4faq6T81jNOu5RG1fRayQEfcN8AwBv3ycl96yAavQ1g97bjOqiMfrwYs0f3wbj68bPdGy+Haxfm8z+kJvk8+lUI5D6qHlHRLcjH9s1OHUxWadOm/W+wvZjAIBqc7OEsYV1pLRtRl1FloCOOZtfCz4h4+Cp07oHntdA9ih2f198c7BfMWKCdRdInzYu2S+MTd0p2oBFdmpf1Q/0W622KnUDrbhw9+B9xbwDHcNYtUxjAUTmqmMnZB5RrxEAZiwXHdUOB1VH9YtCUlrtV66fds2kNqDVBU/8f/bOPV7HMm3/h6bVmmRsCk3aUEnJpDWlvV1pI5EhQ0p2Ja+UyIiIiGgzSlJrJPtsR4yUVAhLW/JbaVBSodJUEl40mMnvj/M+7vNYPWummXkrmnUen898rmfO537uzXWd13ldz9PyPcYYt0/3rLkdPa+oIeWSmve0Lx7nvG55v2pvThq7ZnU+AKBXRX+2SyrbNRrd4+drmTUBANCidOs0xv3Mg7f5ccz1AjzMbm0BACWucp77L54DIOtQKBT6aSj+IjAUCoVCoVAoFAqFQqFQKBQqAoofAkOhUCgUCoVCoVAoFAqFQqEioPghMBQKhUKhUCgUCoVCoVAoFCoCih8CQ6FQKBQKhUKhUCgUCoVCoSKgMAs50NT9IQA1C4QW4WF5XYhoHHLod5z7SSPUVtFY88zDSiVg9LdP8xgB5Aq+PWyntWoE0PjMBOb76ro0ds7rBiduNsdhxjQG4DkAh1WrWQiNNBSs3+tOg0t3H+lwaQL/FdZLGLKaXJyeAOsH9fHY7fdbW6bUeg8+/JuCJwZw7zqDkr9+rh/2dCNrCzNHeUBA5en7vd0R4aMELP5FWT+O5gfCSU4B6ncN8BgNXRSyvGWvAadzO/8ljeU+avT+G7Jy0xhNFz4sbsc/MMIB1XVmJcYEPbyDBiTAdwL+ASC7ssGld9dclsZmv3QhAGDCTT4urU+3zw4f7BThr86wPDjndT/fR8dam1XKIclltv33Gn7c8Lg95xM3/gfP+No5AAoC1wkoX7StcRq7fY2ZOfS7b3ca49xSkwuCvdVQhrn5nMxFwvbVBOezMXcAAPb1GZLGTn7H2rWXrvcD/3ICAGD9CYmByetH+ntHJfk63etep5VmCjCthR+25TCDiL9yoT8PDSAUhE/Dj4/HOFg8u9zdAIAltf04AtWbFgK4Vig/jVDmNPIY57gC1xu0NxOClt3OTmMD55gxgML2T0n6h+B1AHgtqSlavzhPO03bksZ4nkPk/ig1j2F95Zjpc9QTIwi+r3B1XkPh5aMTYL6amfD+2I+AG30obJzmI3ova3flAAB6PJCfxlo9WfB4wNcWHQ/6XpT4S4k01niB1RztP4p5rfW4WoskN2r74tW3dFJoq7urydB5LwIoOF94fyWaTkhj9coZcF0NW2iC0+xRz/W57azWqiEKX+eucROXjTy+q6+Z7Hs1y+GzlRbzEebzU1e5ycC7yRozpp1fo32yXyhW2a+R/bXtDnTt51qktaBLH3um0lt97WjzVj4AoDry0xjvlX0BAM9dbm3LbW7aMfDMBgXuHQCOrj0FALD40pZpLDUkqOzuO+ffbIYI829yQwSOkRqaca3M39wgjU1Mrqe1j/eq6x3nlpq08dxDnlyVxiacaSZa3MtU2vV5+t5XS8yE48T3/RysI2X+4oZON0y0+lY368U0RmMVGi4AwI7iNidLVPbn4YOrGcHHWTZWa5eI40H7tgCAyZW9Vk1eutxeSBKP7Oh1nVo152IAwLStHmtkSxLOqndvGhu+0M5zRz1f0//yS2u5nwSAGW1t7tZY7rFr6ttY0tQEAEYnBm9ag7pvNLOExvW8Xz5ZbmYUavDA8ftwzMA0NqFHX7v3OX4cDR5eL+73vKlz5j2zLml+cZ+p5xt0p7XDi7u5zb5Wto8slndBGltby9a7Ks/47nzrLJuXOhdpEqL78NFTLU+0LlT6Uw4A4JVkTkhJS/ddq6r634EM72rrsq4NAyqYScj9YvjB3OWeGQBmNLd1opMYKuXWs+cYtcRry+dLbFx0zaS0btLQrHsfH2g+2/B5d6cxGpntg1+3WH2bR8dv8j0CDZqGjvR7SddKmSh3Frc9ss77Xvcna6AYJWGafWmq/KSHaEii48J1VI3CaN41fKvvTU4/M3mmcb9OY3sTX5OcbV7DP21kefNZlpuH1Z5m7bP35acx7q2yS/ue/8U1OQCAEg+4c9W9G2zNOl2eY1OS/zO+cKORvfXsPF0qi/lO0vec9wBQbWA5APKFJHRg6JA9QNYB9lNPsT3ffUzoR1P8RWAoFAqFQqFQKBQKhUKhUChUBBQ/BIZCoVAoFAqFQqFQKBQKhUJFQPFDYCgUCoVCoVAoFAqFQqFQKFQEFD8EhkKhUCgUCoVCoVAoFAqFQkVAxfbt2/ffS+T/CWjp0qWoVatW+v8H1gaqJmDvZjMzh+b49w3YuuIMj/3LpgpNjTg9ulSzNHT92H/82R0CTK651NoXLvX3CREnABdwGL8aiNSfl9znMw5HvmGNwZGvm+jHnfta5j28mcCRy2722EPdrG0/xmMESN/4uMcI7l0q3itHv2QQ489rOjiYwGe95w6jkHF/1yVQ3SU+XKmXiMLGeV+nve2xz0obxHjxpQ4xJpRYIfo8nwKx/5QAxVdLPxN8nsLT4UDxctJXryYmBBUF+EwRus/+1PMpsJ9jUEqA9AQ+3zzCY7yGGjxwDBatdJh3Tm2DRj97hR93dMcEntxfHFFC/7KqvGNzVaHgD99qrZpIcAwVpE4jBJ1jM5ta+0RtsRZKKOMTGpVJQwR2i6dOCs7We+H7p662Vk0BmH+PdvYYTU2ajXNDiK+ONai8zjXmKyHvgAP9eW9A4blJiLfmettx1j5/mcdo5KEGGJwTWodpWDJ+3hQPjmtrzzHH5/3mpL7TCAlwk4u33EsItz1orZonEeau98IadVbWK2ns7GHnAwDajfXjxrazVoHm7KMX1zkcfOAmg4PrfGefd2/qNTzt1M3idsQHUAcRJuBRn6ah7mPNAIX5AADX33k8AKDZmw5I52k0Xz8bYcD/Zqf3TWMcDzX1YL/QCEXfY2xAf4+NSfqHBjSA1zk1AKBpwOTTq/nzzDPDCF2TaHCia9Kka6299AWPMQ/UjIZrap97PMZ1angrh8XvPsr6kfNV719r/uXJGnyT9CP74GsxGbsn8YjSWkDznb5X+/MOHWPPq+YCOd3aAAC6bx6fxm55xFpdz7juaV+VGGzrw9nnDk9jNMRSIxuOoZp2ZD9qRgyf3PVEGns1YeI36+b5OnSm7Tl0zeL4qtFCbtfdBW8A8GTSCVrLNkVHfur7JPZ5rTxraRoCeJ1TQ6ezjzJDJ62fiedWAYMcjofuFXjvOlbsK52SzCGaJgBe+zRHaAKlpjqsM2pMxZp7+lse4x5P15rzX0hqtzr48DVdNABPjoXivLExcQ8Th7Shpa8HUNAgjfNSn405UuBe2idmHVKXLnnV1hPmNwC8Mcdqy+cjvbbQ3Gm6GOtdfKXla4n2nq8cG/aFvtYuYB7o3OG+WU11uJ5smdPGg8kmdf2lvn/93e+t1XWRz87H7XuP7/Np6pFbwfOQNzA6MYYDvN5I2U5r1NpT5HtDloH/l1V3wxvm1bWT/LAXl5ux2O7+bkCT/cwlAIBrvnBjHNYvXb9ZK6otdOOlV5qYUdH5091QZn7bjzM+y7mlaz/HpfUov+f5V9i8v/j0oX4gC00reZAW1qnNrnITI9a5Oo95jWRed5/p6xlzU83NZsPG4ZX7Zqcx9p/WTdb46zf7ccc8ap/9eO/xaeyaV+16umYxH/qu9M/mb7DP5pSdn8bWrzMjoEobM78XzmjqdY57uyrr/LjOzYvh0el+fF5eHmrWLGh8GfrxtH37dpQqVQq4ajSQVYhDz/7U3l3AU9dj27ZtKFmy5P6+myKv+IvAUCgUCoVCoVAoFAqFQqFQqAgofggMhUKhUCgUCoVCoVAoFAqFioDih8BQKBQKhUKhUCgUCoVCoVCoCCgYgftZ32YEokdD4KRfAgCyrzPmze5DCxmiqgJXuv1+awUylFvOOID9+/thj99oLRlHALDzMGvzt9b1YALN6j7t4zREfp5yTcjVURxUncHG5Pmk+csZ1yCXRu9BGTU8ThkrZH9NvM5jvBdyeADnuCjDkPenzBsifsjTA5zXMbi3x8hwUi5Mw2esVdYU+SM97/MYuTozajnPZPdxxjNRjgufSfuFPDDlh5F3pKwwPtPK6h4jU0iZjTy38hfJqyGXRvOh20PWKl+HTLEEdwbAuTpXPOsxshj1ns4fXDcz2PVh/Cuqu9CYJMxbAKjyuJ2vzYZFaYzvZ+89AEpZqa3Wbiv9/Z538xHpy7orjQumbKgZjYx1kw1n0ZGFpSwu5jBZZYDPE40VgnVLmZd/FaZYzWQOar6SAfZEfWf3pAClp68EAOxuNzl9i/lKDqlK5xXngWpu9eQaAmHaV8tqzxHSP++cYq0gp1L+jnK8Glc05tMFLZxpSR5O7hrnQRG8NfvGz9IQz6NsL6a9cvnYP3+U2vKbhM+ltZTzk/w7wOeniufWOUvuYfebnR20uK2xg5RHxjq4+lSPkROndY71Q5mDXHaUR8ZzK+uqQpJDCy7yGGt9jeUeO/lda3dsci7l4g5rC1wf8OfUseQ9aK0nS4ypofWTY/DhLmc61f3CuHfKRiSftYNw/p5oZHV9Rmcfe9bZ8x9wJl2XNy0PdY3juIxp7zGuqbrucU7oZ8mEU/4VmXC9dnluLn6rS4H3AOdF6fpNTNvwjs7JuuYpqx8cW8DnyRkrPMa1UvcXb59mbYISBQB8PNPuZe48vz/yCi9c6Mc909DaXYIy4hqsSwfXIO0XjlfXYR7j+4r0e+wma5VdSvak5g3nb3PhXb04dTQAYMe069MY81D5b5yzhXFAma/j2nms2EarX+tr+l6L11WWIfcoWqPJUtN5wHmnNY3rhI4L70/3HuwDPR/7cXzFummsy8pFAAryk9kXml/c6yjnjHNwgeAAWWd03nF/ofw+3tfL58nfLySdkH/RljTEOabjR83NuiR9fcfyFwscDwDXL1gPAMh+t1Ia+yjBFZZ/9LdprN+aPwIoOPbsP92rdu9zeMaDDB1hdbj7gvw09tWGHAAF85/7yEP2eIzzknxuPbWun8xh1lflxXWfk/AFZQO9eJ3lte7nOPaaI1x/NL849qfLvHoviSkflXNXx5n7Ec31luOsHu04wvcyrAG6tnKt6TRS9n1PJhNEix+lUMtkwbtgwMVpiOfWdZSs4MLmmLIqj37d5vHaizLn8evn+HEc3zLv+HcDriNa1zk/umQ5r/CS+sZvnNXEj+Mcu/Alj5ExWuYvXteP+cL6cqGswexTzbnWT1pfzq3vPEDyN7WWMTb+Op+Ltzb/Bg8L+zkYgftXKSOwxUjgkEO/+wM/pvZ8DUzrGIzAA0TxF4GhUCgUCoVCoVAoFAqFQqFQEVD8EBgKhUKhUCgUCoVCoVAoFAoVAcUPgaFQKBQKhUKhUCgUCoVCoVARUPwQGAqFQqFQKBQKhUKhUCgUChUBHby/byD0LT3QE4ABVnffOOofH7dG6O7txmW83QkJQFeA742PM/rvlBGV0hhBwNUTADQAPNTNWjW2IGw4+30xAEjI2PXKOfh/90UGSFcYOs+j0G/CxhX+S0Bulek5aazLknz8IxH0DTiQV0HgBCtrjNBtZQmv2mqA9+pXu8EJ70th1YT01njTY2MS8LcChglontPIYfKUQocJhJ9b33+Pv7f3NwAKwrRbjioBABh96440RsCvgrgJL9YYjUDUWILnJrj7gxMzbhO3DsuMEYQOFA5DJ4xcDQCGzlkEAOh+3dY0NqOpgYibzfPnwVjryGX3/zENFe9sbZWm9/pxF/UEAIyX+9LX+13/F5MQgq6FhD96jOXkXTKmizZdAwDYcaPPu9uqGwz6/GcO91spZQB1mj8AwIozrL3seY8lvhepWQPgwGkFle/eaecudtTbaaz7a0cDAC6e5PDrVRdZ3m8t7eDsGaUM0v5JD7vn18718zJfd6zL8eBxGwEAZTc7BP7ZxFDgqaZ+2IANdo2zpnuxWlKr4HMBQPmXzBRibZNVaYzAa5oPAUC1wWZuMF1Mh3h/2x51A5ElSX0Qf6b0PB2kbNOMQ+uDmrdQrIfVut2QxnLfNLMonWOsGXUec5OL9VfYM2nNpeZ2/jB9TUOQ7rf7WJXeamOlRiwEpGvesFYUBvTXmkZzJTUkaVx9oLU1+qYx1tfGNzu8/8idBu+f3nVtGqNZDU2jAODaSdaqsQqfXeH9jBHu/tzl/h6fcV1lzwdOOzUVWZ4YtTyxrbsHR5rTSaM5d6ch1sNOK30NKcwohsYIuv6wrqqBFZ9D1zgaapzm0y/t71fguckcmXy1rysdR9q6QgMO/exhOx3KP6T9kcnxvnaxv3fc5eD6JbWtPzYe5+ejqY3m91NXmUnIqQ/KsyWfUeg965GalHA+aQ166iprZ9crkcZeuXRHxnWZp2oCwudQ84Mzk7WcpgWA55yu/XRHGHOYhzin1bhkZlKbPixltXL8VX7zh++x+1QTI8yxxbjSCndz+OQ0q3lqAMB+0XnFOUsfJo1dPc1jv0v2PPmrr0ljM2ZaHaZhDADUyUv2jEuk4CSDMGXki2mI+wfdHzJPt3SeksZKjGoJoKDhU9+VswEAx9drnMaYr7oXpAGY9sEHJ1i7svo3aezi22whuXbS3DS26qbFds8T66SxtuOSF1198Vje1J5pyNVuqLTqtUoAgNIn+HW5TsyY5nsT3Z9RNAlR85EbZtpYVl3j61hq5lbWB+kI29YUMKcb2jHJcdl4tStnz6kGTTSZ0FyncQ5rj/bt+j1mxvRUaY/VeeBsAMDuI97wayXGUGoYRvOPj2Te5zxun+2e559lH+i6xzFYtKtBGhs6c26BZwCQOkmV6HOb3/PIIQCASqXz09hXU3MAAJ0+/aV/Nims6zf42NNUZ56YYvQ6z9akl9f4ejt7jq232lfVJtk1Vl3r1602LFmz9MDTzO1r3Xll0hCfXdeuR26x9vhdXl+5Tum6880Cu0a1Cr7uPJPs3bQupQY2Z7gzTpkWtjD2u69lGrv7ZqtHh+30PGy2xta+rzb5XuKYjbY3f01qKefvfT09xpo3vKvPxW1a10Kh0E9G8ReBoVAoFAqFQqFQKBQKhUKhUBFQ/BAYCoVCoVAoFAqFQqFQKBQKFQH91/4Q2LZtWxQrViz9X//+/f+lz61btw49evTAr371K5QqVQolSpTAySefjM6dOyM/P/8HvedQKBQKhUKhUCgUCoVCoVDoh9J/JSPwueeew/jx/z457PHHH0fXrl3x9ddfF4ivXbsWa9euxciRI9GvXz/069fv+7rVH1cbDTxUT3hj5e80tlD+tuFp7O69xs/YfY8znciAWdbEuV/LaxhnRpkV5GGQxQcAXx5hLdmDgGNPmnV0RtQxVY3Z0mlOfhob3jEbAPDJCc4xIoNrXFs/X4WEY1LsbeddEO414S7nZNVbYG2tPD/soW7GdVJWGJ9JmVg5s4wls/5CPx+ljC2iQ14Qzlj2WOPz3LHBuW5k7Kw/wTkb5IX0HuyfnX2tsYWUbaTcKeroSXUBAPMHLUpjZO0o06Z7t4TzmEBMlp/px/Per3zaj38wQbVcPs9j5DztOcRjozoUOG0BfXJFfvr62I+SFxM7+wEJNO6sN511kkr5MQnncsfmSmmoxK59mZ/5KarVpIzQ9XwxNvPwhgs9l4Z1tfbzU5wBQ36d8sg4vsoTIuNtlzB0yOxR5lpuHzt3J14MwNCKCVvoOOcDkXWj7KxlU21uk/m0dldO+l6/p/MBFOSBkkujHKq3EuZagusC4HWm7gafk+RhKkeJwcN2eojsPWWXUkcvdW7U5+d8mPE87D9lcR1rWEO8c4rHFCNEkVWmXLJ0PAQwdWVyfzrX67xg9XBCB2HbJdfVvuIYNHL0GBoMzrEX5RyayrowGc4Pq1/f8krHfvJVdt3dJb0OZ39t/x0xe6/Xr+bJ9P341d+msVX9bR0pJ7xa8kTXX+jsMdaSlKEF7/OZwoVkndY8IOus2eAqaWxGb2MNJsipAsefscLaHSd/ksbyyxnvsrB+LDCQyQ22kznJdULXQk6T04VRS6as8vEOSU5d7HlfC3c3tH65ZYQfV+xv1t9TrvX+Zg4pW+z6AUl9H+TQyDqn2sK8/jed0ljNpdYqU/bz04xdNfVqj61aZzy3I293XtWoJMdLtBjtByaQw8Z752Z8dudhs9MY1wedixxn5VIyH3TezX5kPgDggrIXpzGui+fXdpZszm29ABTsFzIWs5s6x+7VAcbRImMYAEonY/merGNV8mzxK73AY/WT9VAZhjcn49X9Olsg1/8mP32PrLXsWc5IYy4Nf9P3q5x3miNNDEGWMl4BoFdHq1F3TM3kgJKTCjhD8KBuvl40a5WsmfU7+IHPXAEAGLrAx6/7GtsftqzhRTJ/hLEiL1roHyXztco9M9PYjiyrGRU2ec2YUtzyoUJb/yznp+6/mH86LpxjuueYMcbuVadn4wRwe5/Mu91PWz1qVs/zf0a95O8gDv4gjZ2z3Rhpyl38eJrl/SubnJGpPE/q4hqWf9UG90pjz1qXFphjnHfV9g5JYw8ne0Xdly6+YkfyWR+Pk5LlQWsk87/LUXd48LRWAIByj9t+WPcArFEau2PiGxnnJVu7V3H/vrO+pnFR90iNXN/cPqtj8PSV1urcXXRRknOPe86RK3rbQ37cVyfaPqNMRy+mla607yeL38pJY1xrUogjgAkbbK1RJnalU63/Zqzzedf4OjtO9wi1kzVYmbecv2STAsANG6w2yzYIJXaVBgA0qCcs2UvtQ1OvPj8NMceHbvDvWx92Sx5+qn+J+Lxr5hpM7qPuV7q/ZtzK1/KKpbGXb7S9wd3l/Bpt5tg81jFf+6TlRpnnz05jddfZWN59ZU4au/tT+9C9y33ucF8hXY/cuuWAJV8gdIApay+QdYD91LOvkI1xaL/pAMuO/7u2b9+Ojh2tcB122GHYuXPnd3zC9OSTT6afO+igg3D11VejXr16OPjgg/Hyyy9j/Pjx2L17N+666y5kZ2ejZ8+e33HGUCgUCoVCoVAoFAqFQqFQ6MDRf90/De7Rowc++ugjHHvssekPe9+lL774Ap07218nHXTQQZg1axYmTZqE9u3bo3Xr1hg5ciQWLVqE4sXtT2buvPNOvPvuu//slKFQKBQKhUKhUCgUCoVCodABpf+qHwIXLlyIUaPs340+9thj+MUvfvEvfe73v/89tm/fDgDo3Lkzrrzyyoxjzj33XAwcaP9k9m9/+xsGDBiQcUwoFAqFQqFQKBQKhUKhUCh0oOq/5ofAXbt2oUOHDti3bx9atGiBhg0b/sufnTbNQU/dunX7h8d16NABhx1mQJOnn346gyUYCoVCoVAoFAqFQqFQKBQKHaj6r2EE3nHHHfjggw9w+OGH4+GHH/6XP7d69Wps2GBE26pVq+L444//h8f+4he/QK1atTBv3jzs3LkTixcvRv369f/h8QecsoxqXf4v8vvvXiO4V7zLQ1+NMJCuwtAnlzbQblZ7BxcTZPvYTX7c1tLWEpIMOOj69Lc8Rkjw0HkOi9+VwNzVFGP4GgNNK7x8cG9r1ZRieQ1r59/qEP3jEoi+Qsl5z8Lkx4u9lwEAxm06K40Rhqug9wZrDMr9tPzBaI3l1qo5Cg06rnjWY7jLHnhJUwd2n/mmtYSI6+t6AiUnuFrBwTQV0T44qPIiAD4GgEPx2WcAsO84M3xZUstaNRKhoYtCye8cZC3NEAB/Rn1umi/wuQA3RtAx7ZiYBuRu8ps//uYEsnyzw5Y/nJm8ri6DcNkLAIAS+C8xCPk/6Pb7/TXB7Tr2NNxo9aTHaAhS5043Jmi22ebgo+LdQgi05lf7MdYOLf7HNFZhZsHzAg78V0MSzjfGNpfNT9+jMc5n/XPT2OBtBqa+8XE/B/NU75M5p6Bynq+pc+vxyhwzQVAjCBpMaH24eqq1ZTc7gJ+f0X5kfxPgDficUaMfwtd1PnMuDpCay1rbZs2iNKYGRNQxX1g9pNmS3h9NfQDv5/tv99hXF+ZnnLfBPJtHdRc6bJwmCFpv+ve36x4q/+1reFczregyuEQaq73EAPe18iRHkrmvtYLjRaMAvd60Fh4j3FyNEwhL17rFOryotCci62aVFXZ/+TV3pO8xv5dVODqNLUj6lDkAALcmW4kpUx28vqu4va4s5idvnW6tmoUQRP+cbBGu32VGFTdtb5nGdq/JAQB0WeJrYfZR6wEAzX5fyT+cLIJzGvkawpxTU6vdJ1pd35t1dxq77Hlrn5b85xisreDjN6eR9RHXZwCoUtWMPh640WNlKuYDAKrdlpPGVjW3tbf07b5HwErr1DVV3Syk2UzLuTZjPedYH3RMWfZ1PCpfbiYhG2TNpPnCQRXcpOH1Q61VgzK+zu3vfb8xMX0oM6tuGju7+CIABevH+nOsfky8zmOcdxx7wOvlQdXzAQDPXe7v0VCj33Lvn5Hd7HWXrMPTWLVPzSxBDbuY32pkwP2I7h+GjDWDnJ5l3TSH6zHXcQC4+/0T7IUszK9cuPvbIawcYLneTcwcOP90D0UTi8aH+LxfkOSXGmAwl3IebpzGWAd17vAedA/6xpuJWYEMwidvmRHD0Ve7kQcOtkL42LmeX8V32X3pesLBWlXVj2u3OrlW8/V+3LsnAwAq3+ch5lILMYs65mbLP50nNHrS/SvrXHJaAD6GWq/ZB5qHryY5pIYRzLlOpd185Lwz7XW9xCynMNMqXbO5lyjzwA0eTBavodt8T0ajFjW6euEya09+x2OsfVsO8dpyQWJo8XKN7DQ2ucMEayETq75N+CkbfJ627GaGFqXE8Inr2L7L3NSw2HHrAQAPLq3kB55hk7C67GVmn3ukvZjnxXlefTPsGd7e73l4x6TjZJIPnZZprILaD1orm4RlUy0ny0n9qvRAYqJ1vy/C9xY3I48NFX3PUX5YYt6lm5NkYS6x1813Fl6EjHvJSQazynluQDT+FKu5y870XKeZ3IQRbvTW+kk77shP/bisPjbvOp7m1+Bcza3g8/ihgbPxj/+MJhQKHaj6r/iLwFdeeQUjRphd2+9//3sceeSR//Jn33777fT1WWed9U+OzDxGPxsKhUKhUCgUCoVCoVAoFAodyPrJ/0XgX//6V7Rv3x7ffPMN6tWrh3bt2v1bn1fTj3/214CFHfNdhiEbN27Exo0b/+kxK1eu/Kfvh0KhUCgUCoVCoVAoFAqFQt+HfvI/BPbr1w/vvvsuDj30UIwcOfK7P/Atbd26NX1dtmzZ7zz+iCOOKPSzhWnMmDFhKhIKhUKhUCgUCoVCoVAoFDog9JP+IXDZsmV48EFjMwwYMAAnnnjiv32OHTucG/Tzn//8O48/9NBD09f/+7//+29fLxQKhUKhUCgUCoVCoVDoB1HWXiDrAPupZ18h0NLQftMBlh3/uvbs2YP27dvj73//O8444wzcdttt3/2hoq69Cen34L9nvFXma/8RtPsIg9EW3+Xvr+9tUGs1yqCeuiozpnD86yZaSwMOwI08tux1nmP+ZQbkzhncII3NHWHXVWYuIccKya66xloF4RNYXOUdR2GevdwA92q0cORG4z7OE0MN3v+G4zx2s2EoC0Cy1SyAIkh3x9Zj0tjuEQZcnrcu8/hPj/LXpyaw6v+RP249YrO1/ft7jAB17WcC8NkXgIP/G+91QPmMpta/BFPruGw8ruAzAN7f75ziMcLnFWhOuLUaGeS/Z3DkixdO9+BCZOjDe8y54Y57HFI8pM/vMw/8VzXrNwCAapUdUr/q1vnWfnpxGqs2y6Dqw0esTWPsl49LOzQ6hUXTvQAAnhTA9bf19q/89Wl//jdu/F9Xg2EOhL9gjd0/cxRwSLwaZBCsP6O3GxOU+8La2gJ1p4q9dnb6uvjVBpVW4xnC/RUe/mQraxV8zhya3CoxeXny2vS9HSea+cFhuzr5dRfWBQDMfmhRGmOun/eqn/fYj6xVQ4FhXa1VsD4B7bc96LHfJ4YaOscpNbEgT1yNUz6bZoDva8oOzzhORcMWnRM0YijMaEevwfvvKZD6Zxpaq6YKFc3rCh+c4LFzXrd2knczvihXyH0OM2L9uEs9RLMXNQshbL6j1CW+rrHc/2MaAeS8JwAo874ZIeT22ZLGaFygz8txrS1AePYRcwrw+qbrU9/idwAA9vVxYP7WpIbdMNXuT2s1jUTYJ4DPnZlNPcbn0ONoelV2s8dYB9Wwhff33kkeW7vAAPhV3vJ5dTZsXrFWA0DWLZUAAFfL2K+cZPPkKKnXXHsV/M+x6nW7G1Asu8z6nuMDeH3Y0NTHj3k1SfqbBgW6riyrnAMAOEcg9bm1q9k5ZO4Mha17umbug9X4Kwrpe81rzmnNJZouaE3jWs46BriZg9YFmo+oaRlz/Pb7F6Uxmgj1lD0C+0BNH7gn0TWYc5X3fNVT/h5NcPrc47G7y1nNW3+fGyXR8InrOeDzRA2LuFd45BaP5e61NaGqPDc/q0ZSx2SZMcGKYz3WYVTm83AubpZ/LNN6sO1rquz6OI3dd3vBawHA6+dYW6W+18gqN5u5wCipS4WZCXFM39jse8F7N1gfVS/tfXX0LNs/XrDODS0eXWCvK0jOsf7qXqfPSlsz1VCGa9utz1ZKY7clZnhcawDvF+3T6Ykxh5rHMO+HV6+bxnaXXASgYJ9S+tm+Ha2fq6/0fqb5iNZm9pXmCw2raOqmayZrhe7lV59q7areT6Qx5nfbcZn3qeYx1yY5OaqDx+pMT/b1Zf+Sxp4pZfO+ySw3u1jEiTKtuX84cUKpKHnYbGOmQQfXtmLd3Chm/luVAAAX77wgjQ3tZtddIOtF49fsu8Zr9d1QY0NS36Z08HrI8TtrgA8Wa4oasHw+0XKu/GA3QqGhy/Xt/V7wWrLZEMezRgnNSr8HPPCa1foSz/tnR99k/aZmfNyOat1ss9WeaYCs6UdlWR+8JusEa2jrbb5HxsILAQCfLbgmDd2wy+5F18DUUEiMe058X84TCoV+MvrJ/hA4aNAg/PnPf8bPfvYzjBo1Cj/72c/+o/OUKOFf9v/6179+5/Fff+22ib/4xS/+6bHt27fHxRdf/E+PWblyJTp37vxPjwmFQqFQKBQKhUKhUCgUCoX+r/pJ/hD41ltv4d577wUA3HbbbTjjjDP+43OVLl06fb158+Z/fGCiL7/8stDPFqbjjjsOxx1XyJ+bhEKhUCgUCoVCoVAoFAqFQj+yfpI/BI4bNw579+7FQQcdhKysLAwaNKjQ45YsWVLgNY87+eST8dvf/jZ9TX344YffeW09Rj8bCoVCoVAoFAqFQqFQKBQKHcgqtm/fvn37+yb+XXXt2hUPP/zwf/z5xo0b409/+hMAYPXq1ahWzdg2VatWxerVq//pZy+//HLMm2cwn7lz5+Lyyy//j+8DAJYuXYpatWpJJA9Azf/TOb9LE1o5h631ynx7IcCLY2YZM+/c1/wzZN8oo4P8DOWakB3R+VGPkf/Tq5xzXHLqGdfj/8kfc/4yYf4pQ4ccFTJMAGfYnCpDddNj1ipnibwXZbGQIagsQT6HsmLIv+rexzlLN8w0zpLyvngvykAiC0h5NGPaW/thh/lp7POV9s/GlfdCjpXyR8iA0efg85LDAziTRFlOvNfKhbAJyRUZerNzTQYOMg5J05mZx5H1CDibRJ+R11d2V+NJ9k/vh/fO5Ii9WM/ZjVOuNXZjy0e9v3Hi+9ZuK5158yHUXejzmHyi8ru8n0e3sL5XrlSthAOoc5u5SU4d4Aw1PY5su9aNfpvGBq78I4CCrCTy3ASDk9YF1g8yjABn+imDhrwvrTfkMtUSliHrzBNrnBOEBwz+t+ycb9IQ2YjPXuGHcY7VeTgnjeW3zQcA5HR0XuHah4xJpXhIznvl2ZV437hIx+/6LI19+EXCghOI24wRiwAAzaZ7/ncaafeqdWlcW2s5PgDQfoy1WjNY85SjR8ahMv3IGN1ziMd4W4Vx+cgj1JgyKPmZMlmfp7F725cHAPRq6gy8S7YZ34n5AzhfT8/HWnXLIx4jE0vZbI8lzC7NFz6H1h7mcMWERzu1hb9Xapu1yp6t09G4SJ22TU5juWWTXD/pvTS2rEM+AM8pwBlcOg/IotN7Ys5Nk3vRWksxv5q1d0Zal3XGedU+47xS/iHrv/La2LfKzGOfKvOz8c2XAAD2XeYM0d/MKngtwOen8vtYK3TtIrdM15/C1luuBff29jm7vIa1v/+dH8dz6xrMvtd8OKvyFHsh4LJPTvbaSJGTpbxHrrOVHm6ccfzaHs7BGpuwvYZs9tpDJiLHV5+b9VB5qlw/e93sPOG664wJt6ji8X4gH1jryAKrSzWW+2HkBRa2N9L1m9J5taOkfRVYW9nXlSbJ2K+QfVr2O8l9CWyUjMNK7fulsVXT7gZQkN3IWtYra6AHCQzlZAcw/CH7D+7KICYPs3v1NmnslZHGQ7v0BXmOE6wenf1M+TTG/aMyYu/raa3WAK4tsytX8/OdswpAQeYt56zuc8nN03WCa6py9li7de80o5HtwZrNcX4e83DREu/T3fdYnypPrnmCX36jovO2c/vbGsQ8XLTNc/manZbD5AcCPi5dFqxKY51utj5gHQWAwQk/9j2pLeyDF3GJB1l8ZKE//P0yAAquU5wLL13oMc4Zzn/AmdWFrYXKzCPfVWvLlnkJ704gijmPnZ9xXdZpZegSgTfjvTvS2B0wDi0554CPle5X+D1GeabsS10nuLZOF0wiGdxaP5ibG+UfmTHXuIcCgNaVLV9emXd3GuN6p+xvMlNLvO65zoI+8D6vldxDKIewZfHRAIBqt12fxo6fADwjnM+8vDzUrPnDfpcN/WNt374dpUqVAto9BBxy6Hd/4MfUnq+Bsd2wbds2lCxZcn/fTZHXQd99yH+3Tj311PSf765Zswbr16//h8fu2LEDeXlWjYsXL446der8GLcYCoVCoVAoFAqFQqFQKBQK/Z/1k/whcNiwYdi3b993/u+uu/xPXO666640zr8GpFq08P88/+CDD+If6fHHH8fOnfafD6+88koUL178Hx4bCoVCoVAoFAqFQqFQKBQKHUj6Sf4Q+H3rd7/7XeoA/Oijj+Lpp5/OOOb1119H3759AQAHH3xwgR8ZQ6FQKBQKhUKhUCgUCoVCoQNdP0mzkO9b5cuXxyOPPIK2bdvim2++QZMmTXD11Vfjkksuwc9+9jO8/PLLGD9+PP76178CAAYMGIBTTjllP991KBQKhUKhUCgUCoVCoVAo9K8rfghM1KZNG+zatQu33XYb/vrXv2Ly5MmYPHlygWN+9rOfoU+fPujdu/c/OMtPQ62fLMQf5hmn6BO+e9VT/jYhuIUZUShMmODljwRou5yQ+JecXH95AoR/TsC8n91v0O159d1UhCDwGRe5icSM5UZtnlKhVxqjaYbCm/lageY0qlCgOQG6a191CHX3pkbp7Tfi5TRGcO8TtauksZcGrc04H4HGhFEDwJ9/Ze2CehenseUJtJ9QeQCY1cTaayd5jH2g8PcdWQaXrrbCY2tPM9B0lVkC/02cXD55ynOZYPQGZxqw+/Nj+6bvEQisZgRdGhkEuuIGB8gTjK3wYcKWFXA89C6DDiuonKDrF/f64F89zUD4LXtK4ky61tqGzyKUqUXN3aShfJI4y7qWSGPrkvFQsDjHZnhTh9NPuMng9AqOJyBaQdf8bInL/5jGzhybeV8ElCu8n0YynBsKxiaQ/p4+HiPI+uppHnu6UcFz6T3tHuE1Y8GazOsTCq71q8wzFwAAZt+VOcf7fZGbxljTdE4QRp4nPk+vNDFA+6A7PfZhPZvcdV91CDznzOFb3RiBZkwKSKcZhcLsh1c284gpE+emMda068+7wQ9MHETePPPjNDQuMTd4xJnpeO1ca8WDIDWF0H6moYQaZLBu3TvTofysAUdWfCONVUyg+Ao0Z17pNf7nD9bWFjOYYu+bMUHdDR+msaNfsPq2/goH2xOu/tlx3s9HbrQaSTMVHXv22cKLPDY/y2qkGkcM2GS5ruYUhLvT4wAAWiR5etFCjxHQrs/4/GXWqvEGDWK0vj+WGEu0aeTjTBC+GsBw/NToh3mv6zLruvDyU9i+jn2ndVbjNUf+lKxJv53uMY6lgv/ZR/8j98e8VjMH3qsa45y9/JuMe+Fxdw3wGA0WNLY04dGrKcvumS0BANnd3LTm6AeSDhZHsbPXmQGYGifQ1EaNQVhDD9njx9HE661JXnve3FrwPvv29Ho8tp2thWqGpqZJ1KIKyf5iubuw1a04PuM+aV6hdW7oWxPshbhidB+Rb++18JrPpJzR1vOrWSm7+Sod/XlWNbc9mZrRzO1sc7F/f6+RJ3xg7ewmblBA04Xut7uJBYvflLt8z7EyudWmM32OX/gSMsQ+rb1kfBqjUYaaHVW+0+pRDTHVYf7TcAQAdn9h/ZFV2msk58RtW7220BSCc03P93KW59fLe20B6/eqG3OcPz3pc1k8cnbZeqPz86Asq1tq5sN8bl/W+/SoxFBPDcBYm+8a4CZVlM81z2XOUx3TdP9a1TuN+2Y1eyn2t+QfkR38dw/eZRvUSwacn4Ze7JxM+NfczS7x8CpgGsVn1PnM7xpam2983FrNf96/1nXmgdbS8e1sM53b0U1w6iX7D5qBAG66o4Yks7NsvV02c0gaY11X8wyuJ2+087x5a3q1AufV63FrCwAvjpwBALjs+WZpjOd5g65fACYnha7fGM9XljI5DHNfs3xRg5q1I20e6z6Ja3CJin7PO54zc6yqa3yPd87r1n5Y8xM/YZJYmq99n38EwC0IHWDK2gtkHWA/9ezb+93HhH40HWDZsX/VqVMnXHzxxfjDH/6AefPm4aOPPsI333yDChUqoF69erjxxhvx61//en/fZigUCoVCoVAoFAqFQqFQKPRv67/6h8D+/fujf//+/9ZnTjrpJAwdOhRDhw79YW4qFAqFQqFQKBQKhUKhUCgU2g8Ks5BQKBQKhUKhUCgUCoVCoVCoCCh+CAyFQqFQKBQKhUKhUCgUCoWKgIrt27evEOeI0I+lpUuXolYtIc4jD0DNH/aiw25NX65/cDiAgrBZQpEVSEwIeguB9xMwrGYEBPe2HOWQ7DZP7SjwHuBQX0J29R6ufNpjhOuq2UTif1EgRvCtmhvw/hTqS4iwwt9pjqLPMSmBoP+ho8dOXW0tYcGAg5TnienJ01daK7zu9LpqXMLrlpbz3TrMWjXcIMBa75lGKG+f5rHNZa2t9IH/vv/JsQZhVzA7VZgJCcegwTA3RMmuaIYoCsfn+RR6TLMJ7QvCqhWiT+Dzpgoe61LLIMWzn3RIMYH6Z70ZJapQlXWKd+NRBkjXucMx0nly68PW5h/n5jtH7jVgvsK5mdc6n45+zCDoDbIcPM7xbfiMH8fP1BLTB95XvQXWKpCbdUGNQX71dsH3AAf1q5kDn40GDoDnlX52XFtrtd7c9Ji1Cm2nEUPfmx1wv7bWZwWeC/D5t2hJvzS2+x6DdI+UmkFjEJqLAG6Kwr4AvC6U3O6xFy61dmtpj7EuqNlEmS9tvu8o6eYjHA+aDwFAmddtTneZtzaN8dnVwID3r0YQb+QZZLw7HJlB4wk1AaF5io792MSkZHAhHltqdMA+VZoH1yKeA/DcYT0GPNd7neeg/jtWW562SwxtNEdpHlMYLP65yz3G/matBBxw306Mcp5paO0ZYt40qoO1Fz+bncb2HWqmAEdIDnPeqUHUKhhovsEGB7kTDK9rA8fgZjFGoOEGDXcAz91TZU6MSfpU1zPWbq31BPnrOvpoYmaic4cmL8vFDIBGQGpmwv7T+b4pWXs1Hzg2aqbV+jHbV3x+wo40RtOAyVf7utdmos0FNUBiTdM1mPeiMa6z2n8zsiyv9jXx2ndFkk9zS12QxobONCMI9qOurRwXGj4AXgN0bmQPtrl2wbmZeBoaZgCeB80G+1rNTc/8Dh/i21p9qr9mnctuNdqDnLzi5NRgU36B4wEfDzU24hgUZsKm98wx/fpQj9H0RI1i2PdqVMG6rvWQn+EeSe9LTRrKv2Tz6ZUOPp/Yf2rmw/vX/VLPxBRmg/iYVdprxgnZHxydxmjq9P6Jfhxrmu51mGvaL8yDMrffkcaGbjaDCu0X7hk1X2mkQTMOwE1Rfp/Eim0Uoxg+3OXPpaEdv7T5VGJ6Az8uKThdRvi6wjqSW91zfvb9lvNqavWbP1mrY7Aoyz6zr5abc3Gd13nCNV1rbtOZ1upY0X/lwds8VtiYcn1SI0HuW3UdpbnGold9DGgSornOvYyacTBfh/aQver2XwAALnl1R8ZxWsPZp5rrzA3d1/B51RiH96V9RZNHmnwAvnboHmZy7/X2olCnMDcqStXKN5LDS7cGULA2r/0c6PCu//+8vDzUrPkDf5cN/UNt374dpUqVAm68Hzjk0O/+wI+pPV8Dj9+Obdu2oWTJkvv7boq84i8CQ6FQKBQKhUKhUCgUCoVCoSKg+CEwFAqFQqFQKBQKhUKhUCgUKgKKHwJDoVAoFAqFQqFQKBQKhUKhIqCD9/cNhPaDBKpRdrMxApVPRIab8o5WlTVmVtOsz9IYmUHK90hfP3hLGqu6bUjGLZz3WvKeMIvIw1B+Bpkt753kse63271squD3Qp6V8qXeTFhF3R7yGNkpyue6PWHANJ/usUcS9pJy+cih0ePI5VNWHvkt577mMfavclzI7FrcwZldPe8reDzgHA7lcXy47hIAwBFfvpjGyANTVhj5OyqygpqNM97SMVudYUKWyMCJfk9EiCiXhpySMlfnejCBn9VduSUNcSy3LPhtGms2UzqQShhXjfOcKbK4t7Fkmk0vlsZmNA9eIFVlafn09QMJo0z5dOTBKAOM3LnT3vYx4pzpPdiPIwdH839Vb+djUWTxfDatSxqb8qrVFJ3HZ02yXJ/7qeWVMumoYsP8HLjP4DerCLwBcPZxdn3lxXGOK9OJOTy7crU0NuJmY0MpX4ccNOVflVlxPADg3oecsbUxYUORJwY4k23dsLvT2K6kzkxr4cdxzuw5xGMzm1orj5bO090Tb0hjVdc8AQBYU9WPI2tQ+VIN5tl8J5MLAJ6/LLknwf/M7mF933iw98voB61fsvs46zC7pz3TX37pn20yy3hlpwuL66NjrVUWETlG5KQCXmuVG5jd3zhMU1b62sBx09pM7hTPC3gdPL+n8wDX9rDc6HXzm2lsSCP775z9+1v/KC+RnFnlMl2M+QCA45tenMbIbht0JzL0coXj09cnvm/5suIMf598usWX7k5jCxIe4Jl+m8h5/GwAwNweb6SxCptsXHRtZb0e3tvrNXlamteHJXla7H2/v2XN7f4uFFbronJJHsgkn7DE6vl9Pf04ro/KYSPzTMeF7Dvl/JHnpnOn5Z123YrCP2SeKneL12s9yhmLGGEFbk1V5+dxLk4u7XDanYfNBeAsSAA4f7px0t5u+HEaIzfsib2d0tglG6wPZvxhvn/4sZsAADUlh/m8a7s684ysPNZcZXdNrm3XH9vbr09xHwEAuevs2To19fFjMV9zu6/LW5BwXuc5wGxfq8kAgBPe949++IXl170zPb9Yoxavuz6NLUj2UHcv9xpULis/4zk435V7xxr6cFeP3ZT0re4beJ5DhCXImqZMUq4dbwpvkjVPWZXk42ntY76WWep1bugYyzVlpPG6Q65yxmKnBWsLXB8AnqufeS+rZhob8M0OHmOeNnzG5zv7RbmG3NMyVwCvfTk1vB5edykyVP7thF2rE4/QWXg9JE+X+9hOczznBtxlHObyFfLT2K7iOfZCCtP6E6xu6p6C6xi5gICXj6Hd/O9K6i6xzypr9IuH7TPFnr/Eg6/ac7zS4Yk0xDGq88DZ/tlylrvKdOVeRtf+3I52D/f29j0wa6h+1+D3D2WAp/skgXsPSvbKum/vMMpaXaf4eujmI9JYCVidfrG2169yX1huDN3p6+29u2y91dws0W0gAGDtQ33TGPdnyjXkdXXusNaSqwh4Pndv73PigkmVABTkt5JhOPVmjzG9Ptvg41EhmWPKa14hnPnQAaSD/1YQ3nog6Ju/7e87CIniLwJDoVAoFAqFQqFQKBQKhUKhIqD4ITAUCoVCoVAoFAqFQqFQKBQqAoofAkOhUCgUCoVCoVAoFAqFQqEioPghMBQKhUKhUCgUCoVCoVAoFCoCKrZv376g7+9HLV26FLVq1fJA9UeAUgmBn5TbT4XKfK7Rlg9aen4a+ubaKQCAEqNaprEdI7vbCyHhz/+NwWsV5D68el0AwJSRi9IYweMKDKeJhYLACYtWUDmh1woYJuBXAcwE2iqEmkBlAtoBNxBRCDVB2Ap/p7nGw7dmXlfPd9cAaxUSz2cidFyfg8B3wGG+BLQDwO9+by2h9oBDehWuzuuW3uoxnlshxldPtVb7j31EoDQA1Jlk4PFVlzkEutoKgxLvO9Rh1csTwDXB2IBDt8mFPknGpXdi4qA58uwV1l76gsfYp826XZDGdl9kMGg1KOBzK5CYZgkKG2dfrKr5VRr7PKsMAKD85h+hRN38iL8eccs/Pu4/UeX3AACHv+ZQ8i1l//Nn6jLMzFPYjwCwNPFYUXA281DNJgjj1zlLELYC18slEOhi20t4cKfRoOuucZMeMog113luNQgglJ9GNQrxZ26Oae+xcW2tvXiUA/Mn3GWGB2rcwHvXXKKBiZqA8P0ayz3Ge59XPzOm9YF1aU4jj3GeqnEQzQP0GoRva38Trq7H0VhIzSFYg5TzzDmb8uHlMy2meYz1g/ep96JmJozp83LcFHDP59xxwudpbH51M6s5bqMfx5zs1dHHbX4HG7fnLvfjWA+Uec/1QcHnScrh1NUe41iqCQ6vq3WGIHNC1tVkYNVNiwEAn6+pk8ZY3/KPOtIPTDrmhjEOn3+inj3b6EFuKMM1RNc45pVel3VT11Hmhs7TlpPsv9Fe8Kpf9+W9de2emy9KY1yTdE7kVjDTgPy73NyH59bazHVA74V9P+TynDT2yk35AAoanOQlWxYdA/az9gHXLr0GYfdaH147N/M45saLI/w5ds+zZ+O+APCx1/xn369aIiYglc0ERCH/NLJgfQKALTfOAAB0P69ZGmM/6/ycu87MjQ5vNTyN8dl572qKxOvqGJx1u5loDX3tj2mM/XLSe34c547WDNYjNTI44QNrd69zU4BqWJXxWc4NzTmOAesYALx+jrUlKrqxy+F5du63T/PjdDwo9i1rDOB5Pbeh5zWNLX7zJz+usDnBNUPXuOWJTwrNrQCvGQ26uSnFkdXNVE33jJwzmofc26nBCfcwau7EGqRmbMy/3DWeD43rWY7ovm/8HMuvCcU9v7guf3CCH8ex/Eb/XoMJqBMvGbh+b/k8Yf/RoElN9Ib0tPMdv8HH4MPOZq6TW7FBGmMfNNj6Shprdpt979AcpuY2lD3N27+ytsmsNLRjk+1/NFeYwzQoBPwRdV2ee9N6AECnnpXSWG5ZmzvH1/C588GJ1r4n85SGMrq/bzbM9s93TPT9M/O0ZaNrMm6mQQ03BZt7ZqZhy/AnzcxETX+4but3nIsHm+FG7lg37uk0xvbrlzzjpiLsA+7rADc61L1Wido2bsMr+7h1qWc18vBang+sEdef7oZs3fdang7t4eOW29H2lvr9Iz/L5vvwkV4DOC+19pSYUA5o5huJvLw81KwpDxD6UbV9+3aUKlUKuGkwkP3z/X07BbX7r8BjvbFt2zaULFlyf99NkVf8RWAoFAqFQqFQKBQKhUKhUChUBBQ/BIZCoVAoFAqFQqFQKBQKhUJFQPFDYCgUCoVCoVAoFAqFQqFQKFQEdPD+voFQKBQKhUKhUCgUCoVCodD3oKy9QNbP9vddFNQ3e7/7mNCPpjAL2c/KMAtBHoAfGLB61Kb05ZErjgZQEKBN4LVCaWkeoQB+AoNpygEAp79lrbKMCZ5VMwKCexXU/GZibKFQcoLAFfTLcytMmNBmhQ5X628w4cUjHCZMAxReCwCevwwZIlCfEH/AAdH6HASkfzOncRqbO9IgvZeLuccXCUSYRgaAmwaoGQDHQfuP4GAF6/O6qSkMgBmvDgVQEApeaVxdAECnNYvSGM1JCL+m0QrgwOThjRz2n9/EoPgKiCZIWs0SCEbXcaGGtxAA/1F/yTzgn0mMPL6aaLDjMgMceoyuD/975/sv0ZQWxdLXnDNq+sBxUMA9DWcUhs45qIYbBHpPutZjzNNPj/JYpUlmFkOjGMDztMpYN5K5YY29Tzi41hYCzdUQotKdNwAA1g96Io0RmK9geAXHU3xezhHAodZqnsH7PP8lh3TvOGJ3xmfZZw1udiA33jodADDjzSFpiIB2Ndmo8kxiEKMdnpy8Xymfu3d3tPnRaaYbseTeZcYcM2qXz3g2NSzic6ixEefqE1e72ctBxc0sSo1abk2mDg2BAAeBE2wOIC3ija+8Pg3N3plA1ekyAKQOFIsHvZhxDV07mEM6fqw9mq/MOe2+oa2sr9rM876iCYeej+NW4vkkD8XRqVpWPoCC60qnUvcCAHaM6JXGSiy0PrhmncPdJ+OajBvdcb/B5NWUiTVcc51jpXOI805NRVij1QSEuatrA6UmKVyf9HzsF63NH5Y63F60ejKNzd9jOV6YsZea5dBs4so5HnvkZmt1/aGZg5oq0MRIc5jPq+sjY8d+5DHWCBpCAMCqMbbu6VpYmPkIa6PmCEH+aox25yBrdT7lVq0LoKBRS/ludwAA7oDXABqwcP7p2v7ILQXvQ8+rB37V0GplzaV+HOdnpaXHpLHZnc3oQI3KaNyj+cVaxn4HgO7X5QAAGm/IT2McN91/0cBJx2VYV2sbzPOvDjOa2lqk+znuoQozbdJcerSztSVWuJkWT1Rtm5s5sIvUtIPzQ9cpXqPLVDc2Ovwdq6Fb1vialN/Z+ln3P6tOS55p8xFpLGfjFgBunAJ4jdT9D+9PDesY0zy8KhmHX2z32I4Fyf6RriEAFlc3s7Q6L/j6xIfrMseNirhnbDzJa/0nJ1ut53h0GOWnmHHrJ/ZCit+ENZ7DVOvBlmu7T/QxYC5pjab5j36HaNaojX32xvFprGTyvJxfgOeanq/LkvyCJ4avvVpLm9VO9oDiRlOlwiIAwNqp/dJY98OsNqsJ1WdI9qPi7nHvRDPD6FXO68iEt4bi2+L6riYgZ43KAQAceVR+GmMNfXlXpmlNnn7lS0RTEz33g7d5jPV//Dbf+45+yww/rv90bhpbu8766rS3/bOcH1r7aADJ7yEA0HWYtWqw2Pr0pD+4UQOw4yJbD38pW/meDYG+YooWZiH7V6lZyK0DDkyzkIfvCrOQA0TxT4NDoVAoFAqFQqFQKBQKhUKhIqD4ITAUCoVCoVAoFAqFQqFQKBQqAoofAkOhUCgUCoVCoVAoFAqFQqEioDALKYqa3jx9SXaWcofINSEXEHCGR/Ze58IMv864MF1aOUtqxiZjRyhfh6wMZQfxesrq4zWUY0HWjp6P7CNlxZDPpayRHe2MDUhWDeBcDGW77M2yVlkx3R6ylnxDACi91Vr2GaDMktlprFzCT3pLuDrk1ihHZfWp1pI3o68Fx5HGtP8+OIHXcoZJ27HWkusDANdsWpRx3WZnGtto79XGhVlU2/97wIaK3wAAcrY5g4bMKfYT4MybZxp6bETCiFKeUItp1i5u7jyvrY0sb9ifAFA7ed6T3/HY2jXGzTm8lvdtmeLG8UJXgToVUSk3jWwX5U+R46VMHo7lKdLPRAUpL40sM+VSKv+M2nGZcZaUv8PcnTLCuYEt76xmL0pbMVhSe3f6Hnlf7cbKeU80NqDWB3K/yCEFvA/IIgN8nnx0rMfYF4cIs4t17situzNimpvpPQizKL/33G+HUlaqjkF2xbUACs6/GgkbsADfMCl0OsfnVzeuVdthHvvoOGu3Cqf0/I7GYxq60nlMfI6veuzAt6XcObLllMO2NMH6XLDXuXgv1zhTbxMAcMfqyQCA/iMnp7HswcapIt8N8PqvbEfW/xPf99iLl9naUndhJvvyFseEYl3lzwq8B3htUvZYs9uTdalycjMEzgKY/lA+MvS8TYCGwtH7pEnmejb4KXtezTmivWZUF85ZAl/qMssn6g0bjBFVX/ix7KtGwtvjWrTjud+msXWVbT1TDhvXPV3jmFfK+aOUJdj6NkumS7o5+/LcJtYq2y67fS4AIBed0hjv/wQZP55bWaNkEirDLcFrFlirz3nd2m/WVPNg0jHHb/gmDZHnq8yzVckiXOIBX8d2lLTPKHdr8j3GAMufI9dIJJixlOWnPNEHeiwCUCCF8NX9tn7qeGR/atzFC9YYV662MLNmXGTvNc7bksZmP2TnVe4w11Zl67F/IOPC2qdjxbqlTMZZyZjq3Bg6MR8A0L16mzS2sr3VD53jtz1orT5jOrffPyGNNes9BQDwyVst0xhrmV6X/Ty+vjODSw22+dx9zto0xvmsOcz6oTxH8k41NnuBcdNeqexs1YqnWVvhU1+Tii2sCwAoUXFRGqv2ttWedcKgzK9sNe2c172Wjupg7dq2r6SxgfXOx7dFxnT2duf87TvU1psdS3zezZhoe5xmXzqbcEGybr9yoa9PF75k+zKd78PfGm0vSvrGr8eT9hysBbpnPeQB44IrQ7T13oQ9KQvuwIR1zTUMALrD6lvKhwVQ4jqrh7qPRXUrZtlPev0afZPVLx1T7q8n13b2ZYP6OQAKroVHJbWR+xwAWHytjfNEydfqCX9xXeW7/RpJt+wo6d9d1h9n/VOp9gNp7KEHWtuL0r4ROvMMaxs+49f4cE0ybpW9gOWOtHvRvcn5lScAAGbsap3GWPOU4clc1/rPeSzpkI7X1vbDPZhc75WtnkuH7LF296CBaazZo/ZMd4zxfXj5bUlenedAwAm97fvEdY6NxcTrLFZOxi1llL/q/MPZjV8EpN6FQqGfhuIvAkOhUCgUCoVCoVAoFAqFQqEioPghMBQKhUKhUCgUCoVCoVAoFCoCih8CQ6FQKBQKhUKhUCgUCoVCoSKgYASGQqFQKBQKhUKhUCgUCv036JA9wCEHsPYDVQABAABJREFU2N987duzv+8gJCq2b9++fd99WOiH0tKlS1GrVi2J5AGo+ePdQFYyIemOAaRuD5+85QBaAm0rveAw9GuWr8346FkD7DOL75ubxgh1P0yA01MT2LGCpGky0Kmdm49UO8xg7asqO2w5t6tBbv9HYNqbEviugsoJcz91tccIYVejhcdvtFaB3Re+ZK0Cw6+baC2NBwCH+j51lccIDFYzADcVcRGYP0/g9HytcGcaNtCMAACGNj0eAJB7v5t6EKatx/W63QDl689wQDkBzTTyUHgzx+ic1zxGI4g8SdPCTBoILVeQ9e33W6tGIy1rmFkC9hziwYQMPWXMi37ctH+vNH1e1k0Gym/+7y9rBJsDnodq0kB497kylhzrw3ZmHqfzmIYz573qMZ6nySyP8bo0AAAc4K7HMQ8KM77hPVW6+t40dnzHXgCAcW2RIc0lfnZraY8xvxXUTwOPegs9VmxYlyQoTh7sQBL7Acy+0QDbapxyTx9rPxtzhwfpXiTOS5es/CzjEqwLg53RnY5HxY0e25M8p5q0ENL9zcGe3/nVLQ/UBISQfwXC0+BBjRZ4y2oGwL5qOtNjrKs0bNHzKNCcJkxqdMAcKv+SmzS80sGMG84/z82OOIgztl2fhmj2wP7W1zROAYAjkpr8zinIEPvvqE89xjXh0hc8xjGiuQLgpjo6hyg1smHf6npGYwut7927JVB8ccq4Yd2ib4fSHN+ppgUdlgEAqo07K41xXVHjLM4FXQf4bA2ml0hj/R4084O7612QxubeY2YKOndpIjS0qu8HdjS39f2IL/04ro9q4tIjYfGrUczkVpa7y870+sX80rVjUrLuPCUGHTTrSHxYAABvJ0YQpcXwjPsLGlgBbmZycT2ZszyhLLjLEmMQNb3iOqcmQkOuPj7jZtbeY4YbzBudGzQ60D0KfdvUaKGw+sWaoYYCVOM5stY9fykAYH0HX0dZU4ptPtyPSxbzoUvciIvXU/MR5rPeS53HbB53WrIqjeXWz9yPsP9yK3resIjOnZObcd0S2/3LauM5ZvZCUw6VGttxbqvRFa+rfcpn0mejcYnGLkrWB+aySvueY6RrAtcirQHDulqr+03WTfHsSw1adG3jPlONX3g+vcbVyT7ui7Ie432d9XrSp3cNSN+7d29fAAWNb5j+Nz3mMdZwrfnse/3s6+dYq2sXjfLUbI/Ppn3BMVDzJF5P6xeXZZ1/rDM5t7txyZH1zLhE84HrWLUV/h0CZ6wAAFwyzNck5oGu1bxn/W7AtVKvwfHQes2ap2vM5mSMPjvK5+zaylYHdZ2nqaH2Hw2rPiwl87jPPQCA0XvcyInGOWs31U1jF2QtAgC8XNlNes7eYHsTzcNKk5K1oNbSNLa4lt2f1vUSk8zID03+lMaeLlUMV8rczMvLQ82aP+J32VABbd++HaVKlQJ69AGyf76/b6egdv8VeOAebNu2DSVLltzfd1PkdYD9TBwKhUKhUCgUCoVCoVAoFCrqevfdd/HII4+gbdu2OO2003DwwQejWLFiGDRo0H90vv79+6NYsWL/9H/vvPPOP/z8unXr0LZtWxxzzDHIzs7GMcccg7Zt2+KDDz74Tx9xvyj+aXAoFAqFQqFQKBQKhUKhUOiAUm5uLh5++OHv/bynn346cnJyCn2vVKlShcZffvllXHrppdi1axeqVauGmjVr4s9//jPGjx+PGTNmYP78+Tj33HML/eyBpvghMBQKhUKhUCgUCoVCoVAodEDpV7/6FX73u9/h17/+Nc444wwMHjwYEycWwnH4N/Wb3/wG/fv3/5eP37VrF5o3b45du3bhjjvuwODBg9P3evfujSFDhqB58+Z49913ceihh/6f7++HVvwQGAqFQqFQKBQKhUKhUCgUOqB0ww03FPj/Bx20f+h248aNw6ZNm1ClSpWMf5Y8aNAgPPXUU1i7di0mTJiAjh07/oOzHDiKHwL/G1Q8Ic3vElLtsFsBABecOTwNLbzIWoWctx1nrcKghyUQXIWXp+BeITXTAICgYwC4ZqtBxNVEgnBdBe4SaJ6wbgE4FHn0yDfSWPux1p78zu40dvlz1tIgBHAoucJ6Z59pYPYb5n2cxgjop1EGALRLrqHP+4IxtwsA+HnPaoxAYDAB+4AD+od0dKhv1TVm1qH9TDix9t8TNXIAAMP25qcxcp7VQGROow8LXOvb90A1zrPrqpkJx+20t60l1B5wmLGOCwHuhUGUFZjM496o7M991Uy7voKscV1CfpbOqLbBwPVqWvDvqigYhKhWnZYJnFYVZtzAcas2KceDyZwecrrT1fc1tHlcM88PI7xcDUkOSbyGxrbzGI1GNDfI02euay6d8AGfp1caK538Rz6a+wBuHKKweOa/wtM5jxW8/kS5BG5d2gnkO3o3A1AQ+M4aNa/+Z2mMhgNq+ENw9qz+Q9LYtKRfCgPIi/dIGlPgOmHpCq5nLetVSswNNlnHzG7k4108ue5jN/lhnNs6jwlm1+egScmDt3mMZhlqanBScs/6H005Hg2f8RintALheZ5qcHOBNA/bd09jNGZq9oDXj4EPWf1QswmC/MdIzh2XgOq1788alQMA6PRqPoCCsPOL76wLAMhZuSiN0ZBhs9QqrhdqENXg3H4AgPl/uDuNPX2ltQper3Z7GwBA983j09iUHrYWVV3ja1LOCtvMdn/omzTG/uO6BgATqppJyHWneWx5spbr2sV7oWEMIOuxuOrcvcH+iU3dvW7OwvlJwysAGNoqAcxv9kElxJ5Qe8Bh9lpvdqw+O7knX9MntLLcnSdjRUMZNVZh7eF6Bbhhw+Tzjk9ja6raWnj+ODcy483svsjHKPv9xKil9CNp7JMRNn8vlFw/a5fl6R2V3UiAdUHnTseRdt3iu9wgg0YQrJE6n/lZrV+cG1pTaUxzvcyDTtO2FDge8H3c7nleCza3tVb7kefmOQCg0RwzCVGjsCpNzazpgkZeh19eZzk8ZZ3n8JFlV2U8G4vknEY+n2ls0bG4G8dxHdC9Cu91/qWe/xffZgYjs1esTGPdp9mcUZMl7he0lrIG9K3vJjhpZ4lpxvpSZQC4MRzgY1Pg2RJV2OSvuX/UecLrPtHoSPmMrSO6Z1yVZXk6pv3aNMb5O3vPb9PY8Lw/AviWScPjZozRb93kNEajJK09vP8p11qfLqnd1+8zabnv1XvnvhfwNUGNPFpXtbVoRmdf9/hsq0/14xrUStas+u62l13B5snbUr9ofqWGJDQt0/1umb+Y0cfxm/x7AJ+xCrwvrk5qj+49uA+640H/7KbbbW6fK4ZYHEudi2XesbFsluf7AdYC3ctzHuk6yhqp55txrtWgr0r5nC2zzvZx2e09xvHQPqAazfF5XH2lmYSUyPoqja3Ns7yu0s7dCl++0iZc3TW+Bi/aewkA4LnL3VjolR5mFvVWR7+Xm5L9j+ZXusjM+k0a+vJ3AKS2hUL/rZo1y9zUrr766owfIw866CC0aNECAwcOxMyZM+OHwFAoFAqFQqFQKBQKhUKhUOhA0YoVK9CrVy9s2bIFpUqVwq9//Ws0atQIv/jFLwo9/v/9v/8HAKhRo0ah7zPO4w50xQ+BoVAoFAqFQqFQKBQKhUKhH1Tbt28v8P+zs7ORnZ39o9/HnDlzMGfOnAKxUqVKYfjw4WjdunWB+P/+7//iyy+/BAAcd9xxhZ7v2GOPBQB88cUX2LlzJw477LBCjztQtH/+gXUoFAqFQqFQKBQKhUKhUOj71cF/s39HfyD97+C/AbAfzEqVKpX+b8iQId/xMN+vTjzxRAwePBj/7//9P2zZsgVbtmzB0qVL0bBhQ2zbtg1t2rTBpEmTCnzmf//3f9PX/+gHvhIlSqSvv/1j54GoYvv27StaYK0DTEuXLkWtWrUkkgeg5g970XdOTl/uO8U4JcX690tjXUobV0d5OOSjrKzuMbJslEdD9pOgiNDpUfu9ed/BzoBZneDIlMXyacL8I0cGAJomDA/lmZBVURjDcI1jzlLW1dEDHDA6e84TBY4HnD+lvByykpTPQjbIOa9n3osysW5N3M0nXZt5f+wLAFh8ofWH9gH7WZlUxNvUGVA3ja3qvAhAwb7nZ5VlUzvhLG0VPuO3GWqCzUnZbcox4rgM6O+xqQkPsOXNzuEZOtP4Iso8JB9FWYa5C2bYCwUFPXd5wZsCcPasowEAb5z7PZeoJ31gbthlfJknEmYSgBSmVqKnc3V2NE84R/Mu/7cvd/z7xlv5sMN8Dy6s9w+O/m7VXWjnUxZXyweMPXNQBWePkaWmPD5ybTTn2OU3PeYxcoF0PnF+6DzhnFAGHuevsoWYczzfdWL0xevrfR79gf1XwSO3OteHtUCZO2SLnXVn4zS2u7mNJblxgDOdHu7qsT1ZBZ8BAMo/YEwsLXQTvjDulfZZy25n49vqN884aDon39hsrCsyF/W6ZA8C3mezt7ZJY/vaGZfrETmu9FZrdVyYB8rXTJ9DtHiMnU/r5vWDj8w4YZeEm6e8PXK5tM6Ry6jzne9fXHpGGrumqbEYlXdEZmmXYV4Pq6z7psC1AOcskTcG+DiQbwg4p4o8KAD4yy+tPWOFte+e4u9NbGWt5tJZ44wb1Wa5c5SY13ocn5FMVMCZVGTEAcC7yTKrDLK1Wca2W9XQuXJk4+q69+ESG787NjmbbUh7G6sJPZxXxTGv7ig1VOlvHLGcU52dxbVc13T2rTKD2c8jBWvD+9J5wrmt5+MYaD5Quo7e+Li1j3bOPE7zulnVgQCABud5HSbHS3OT96w8Xx635xCPsfbd08dj5Jrd4thAPHKLtZxrgNePTk0v8WACXhy4K/PLC+/lgxM8xlzSZ2Td3nec123ydMvJHuC3SV7r2j68lTEElf3HsqV7j0q1J9iLq55KY102WI3UGjSqg7XKE+YeijkKAH33Gktw3/3OErwveV/Pxz0MWaKA7wO0BpEzSV4c4PsPuWVcPD1hJl60MI2t35oDoOC8ozRfayX7oKFNnS15UEWbg2TSAV5LmaOAj72uT6wB2d3uTWMDs6w/dC0kp/N3v/cYWa7aB3x25WEyT3WdJyNSmYjch+u6zM8UNhfZL7reU1c70g+tB1tuDn3Ic7P7Q7YX253lDDny/fT6zCGdQ63b17UXAtfLP8Nqfs5C52F+fornM8U9gtZS3qvWPj4b5zAA5I8xTvrsDV3SWOOqNm53lPIc5rqi+f/ShdbqnK1zZ1IDBIQ++zWrAcrw7DTM9jBT2voehnVVx5nrmK7fZ01P8vSy5z141KfWCsix3327C7wFACe9Z+0f/sdj3MMrN5nrrH4X4vc23cMwh4ec3sCDyURe/5QzQZvdCiz3/4u8vDzUrPkDf5cN/UNt374dpUqVAu7oCfz8x/8ru3+qv+4GhtyHjz76CCVLlkzD/+5fBLZt2xbjx4/HwIEDceedd373B/4NdenSBY888gjKlSuHjz/+GIccYpuJTZs24eij7bvpe++9h8qVK2d89r333kOVKlXS44866qiMYw4kxV8EhkKhUCgUCoVCoVAoFAqFflCVLFmywP/2xz8L/kfq378/fvazn+GLL77A66/7X/8oN3Dnzp2FfRQ7duxIX+sPnQeq4ofAUCgUCoVCoVAoFAqFQqFQkdXhhx+O8uXLAwA+/tj/KvoXv/gFDj/c/oJ548aNhX72o48+AgCULVv2gOcDAvFDYCgUCoVCoVAoFAqFQqFQqAjr73//O7ZtM0bFt92DzzjjDADA8uXLC/0s4zzuQFf8EBgKhUKhUCgUCoVCoVAoFCqyevrpp7Fr1y4UK1YMNWrUKPBekyYGz506dSq++eabAu998803mDbNwLJNmzbFT0FhFrKf9W2zkLEnAr9O/pKUQGw1Whj+6hR7oSRkksqvFXebj8y+usES/7fqhBMrtJ0xBSETjN6/v8cIBx/T3mOE6hLMDQCtnrRWIcEEYnef5n9ey88oYPj8AQmEV0jIczd0AlAQzM7rLhUOLWHW+hzXP2zOPQPvy+yDce38uHMS2DJh53puhf8S6qvgc8KxG4nzOMHCCoMmcPpTYYbSVERh2uzfGvIfGlo/YJD4xc0dEk+w8YO3+XHsNvXg4LgJ1xivn2Ntk1mZ1+LxBFADngdqAHPnIGsVNPzqedZqvhKYr8f1us6g/JpMVToaZVg4yKi0MUrTP9Phmx3YTSi+zjuC3rVUcG6rGQzNABQQvTkB1k+uUSWNZVc0YyEFTrP0qIlE98HG+cg/xyHZPDevX5j5gs4N5prC5wlhn33ukWmMxgmtn5Rc2XwEAGD3UQ4dzz7zFQBAlXHnp7HCQPi87uyyboJzAcwER6HynCdqtEDgu9aMD09M7uuZK9JYs11mHEI4P+ClW2NPX2mt1lfO9xn13ZVsRlurbzrOhY3piuQ/TqoREY2P1LyF9YPzGQByq9YFAJSosSiN7Shpz0YzHAD44ERrLxXG+YvVbbzmX+v1i1LIP+9Bc5Pjr8YSNERQED7r70PdPMY+oMGCGk5xnqjBBGOay2OTdYK1EgCebWjte1Lfq1S2MV21wYHqhOgrzJ7rnfbtk4lxiY4V/RBoLAC4EQrXEsDNOg4RI5tBicmA9g/XC12nmK8vfnFNGlvb3wxG8sS/jD5ONHUAPNd0/ZmL5NkbPuvBqqsBAJ1urpaGBtxlbflJbrwxe8SLAAquXecPM0OeVe3eSGPVxlpsbSuPbTzOWjVkONUumxoMAb4+jpW1v+Ez1r54mdSPaeYAdtBVf0xDXx9qrRoQvZOYzyjkP7vsJwCAxo8ZTHx2fWceFQb2571rbSm/1GoujdwANxhS0wLmtdYbegt8ttL7dkcT61s1O+L4lX/HTRpW1bJ6WW2N98WEVja3W9dz86Fmh5mBjeZm+RdyAAANNuWnMeb68Jv97w1oGLdE8ov9USXP63r3J61WDO3h9zL8ZrsXNdWhYYTOHc7fvqXdueCS6kMBAC9W8DykKZCacdBAgyYRAFDmy0yzuyOSGvpMQz/u/MpmyrLqzdZprFr/39qLFuJi1M3cF3aP8PvjOqJ7Jxph6bjVedNq/QXPe/1nTmzJc8Os7PpmBrN7q/Xp6N5ee6/vaflVba/nF/ugS3U31sONVpzvuMfrO+9P1xB+n9C1kHWmzDs+pizAwyt7jezSIllnZeKvv9TuS9cB1vW77/Rcyt5r47F7kxvAvHKtGcCcf10n/3DnQlxRkj1Cbh/fI2jdp2juobWPdVgNP7rcnOyTxMVoWW+bd7ous17qtbju6PcK7nW0VvG7DfdcgK9fGuP1zp/k/dJ9pvWLmiJVGlcXAJA7bVEa61TL1oKBa9xoiusN1zMAaDvOWu6hACBrIdBAkGlhFrJ/9VMwC9m2bdv/iaH3r5iFjBgxAiNGjMDZZ5+NCRMmpPGNGzdiyZIlaNasGX7+858X+Myf/vQnXH/99diyZQtatWqFiRMnFnh/165dOOmkk7Bp0yb07t0b99xzT/penz59MHjwYBxzzDFYu3YtDj300P/4+X4sHby/byAUCoVCoVAoFAqFQqFQKBRSrVixAjfd5P8F6v333wcAjBw5Es8880wanzVrVurUu3nzZrz77rv45S9/WeBcW7ZswXXXXYdOnTrh17/+NY4++mh8/fXXWL16Nd57z6y3L7zwQuTm5mbcR/HixTF9+nRceumlGDx4MJ5++mn86le/wp///Gf8+c9/xmGHHYY//vGPP4kfAYH4ITAUCoVCoVAoFAqFQqFQKHSAafv27QUcfKmPP/64gKHH7t27M475to499lj07NkTy5Ytw7p167BixQrs2bMHZcuWRcOGDXHNNdegRYsWOOigwgl6F1xwAd566y0MHDgQ8+fPx1NPPYVy5cqhdevW6NevH0488cT//EF/ZMUPgaFQKBQKhUKhUCgUCoVCoQNKdevWxb9Ls+vfvz/6K+cs0RFHHIF77733/3Q/lStXxvjx4/9P5zgQFD8EHmBq934egISrQLaQcH0uyDNeh/LnPjsqmRjHOXii00RjiZAhBDiXSDk8xLTpcWR9KHuGbAtBYKQcFWUgkS2mvL0LNtgv9Vc95TFyT5TtMnqqMTVWn/piGmvXP/MaZF0pU4xMDTI9AGD2tZnsLLI0Tng/83z6bOSgaR90qm7ckTbX+Z8Kkw+k1+DYKP9wTiNrte+fdWxYKvYf+T8AsONE47v0eMBjg3tbq3w/MkTIlgGcP1JzqcfIW+QYKF/k0hesXVXc+SL5TYwvolw39n1P4aT8/Gtr/yp/DV0zz9phXT1W7bpVyTUcrrS27SvJ9Z3hhlPww6vWEmvzav/z4wrTRuNwKmSue8UuAIChVZ2DM/BV44f1vec/Zx6W2O6cHnLkpub5++RMKheMYz7pWo+xyzWXyP1RVhLz+ZINzhFaUDnzONYNwXpiWU37r3HMZcBZTpVeN2bQ3HbOLOJ8adDCOVQNytniyjwHnIV01VP+WT7HsjXeP1+0QoauudnyarXwvKqtMG7K0N7+Xw+77x0OAKhyc5c0tjTJw2JfO2clt6t9ptMXM9JYvwXNAAC1l/g17nve7ks5bDOvtlbZfxwX5Y1d+bS1R093XuHoMcYrbD/GuacNnkn+i6UUsGZv2pz9bJfP46y9FntS+ofj16W4bIiusgIydMnsNDR03SIAQPcsv5drnrRnO1Pqx+pkjFiPAaRw1YvLTfF7vq4lAOfFAc5n7NLROV51N1itUEbs4zdaqzwtspKUY/TZRfbZ2n3sfMpl4nGr5jmn6/P7hmbcO/tK87BYo6RfpKjN7mrzvdqZzqCZvdlYYTWE/fRqcl1l7ZI9u2Wm87lO3/AEgIJ1mwzFTrf7mG48zsb0vZMyjyuwdt1jLLgHb3MmVoIRRtZe50GRMfcyfJypy6u/nL4mC1ifY/QCq3NvDfO5yDVmg/Rp+Zc4vr7IkSGr+TBwjnEAlQnHztKxZw3Q2nfbgxm3j1pJvVQmKHmTeOdkDyYAtOnNPUSe4s7DPMacK3DP7Y0N2HeM5cjiB53btvpUazu1qJvGGuxaBAAoP91jyLJEvfZJDzH/9BnJStbvOEzJTRV8D9X5UWuV+8u9WM7GLRnHrW/r4/ebZN/XZYl/2amfMMOUFdvv6XwAwN1ves0g+PCGMYvS0O+SsUr7XZ6JXEDAa0+//n4vpyf7G933cY+l+6W+a5KaLAsVmXWTpq5KY9x7Nhd8H88z9WqPdRppLLpHhFe7pbTV3AdvE1D8HgPHPqT5mmzKLnnen4N8Wd0z8l5ayZhXuSfhCx6yJ42t6m1swHLCZiNf9kWp/6wpr19mfaq1r8cDtqZPushjZJJ2mvZEGhuWZa+z+8i+pefP8G3NXZ5MBNng31A76WdJzgllrUa+JfvsVAIEJDPyRNmjf7zJ2KDY64tm6a22Bu8t9WHG6Q5v4Xv0vBH2WuvI2CRvuC8HgLlbkzVaFvC66+y7i7KKyfNUduOya61Pz3rz3TR21ti29kLhiQ1vsXa7uJAmENacy51Jyq7UawypbTX53Ne8Due2tz3Jhoq+h+F+at+J3i/FPrV915OtfI7N6LwIQMH9yiF7bC24fsAxaWzQndYHuzc4L7rELnvext3q+odzDgYGzkfoAFPWXiDrAPOF/fve7z4m9KPpAMuOUCgUCoVCoVAoFAqFQqFQKPRDKH4IDIVCoVAoFAqFQqFQKBQKhYqA4ofAUCgUCoVCoVAoFAqFQqFQqAgofggMhUKhUCgUCoVCoVAoFAqFioCK7ft3LVhC36uWLl2KWrVqpf//gXOAamXsNYHKav5A0wyFyhPwTUg4kPJnMWOrA8hJ2N43rWUauqu/tU1n+mE0mNhziMdOecdahQ4/0KPgfQIOb75OoMcEpCvo+g//k9xfU/8tusSubzKeg8+u0FyClR/t7DGem9BxwA0KbnrMYzRa6DrMY4RuK/SbxhtqynJmAn1XYwQ+L48HHD6tMG0atRAUrfdHEwTAx0FjbcdlfnZ2VQP3zu3qZg68nt4L+03PR0g1z0uzFAAoM8wMGw66zuHgPJ+aivAcCm0n71nB3TQT2SN9wXxddNF3lJ7HbbAaVHCANXnYCoO/fmzRLGFV3nEAOcejkRgL0QhCjXYohWQTjM55DwDjr7N5uf4Eh6ETdt9geok0VpghT+vrLrH3RjiwnjWCeag5SlMDvU8a0wgnPZ1Xz1/msTIv5QAAmq3LT2M0gtBalfD/C1z3nj7Wal4TBK6mEx1GZV6XRihah2mcwHkN+LxXoyQa8rx9mseyH7d5d3xtn3cfZiXAbikkU3obALzlKB+DErAx0L7KS5aUM1Z4jLV0eQ2PsW7S+ElV5+Gc9HXuyHwABY1GXi5nNajfVK9BHDc13GBfal8xT3VNYK1Swyfy/u8a4LE/J/1WU8xymEOvn+Mx3sONj1urNXBhAsp/qJvH+txjrZovMCc1R3ifarjD51Yjj7O/sLHStZVgdl3P2AdqLkWDmGqlHQzPdVGNDJiH+txXPGut1kheT9dq9i2NMABgcj2Dyl+zwKHyk3fZHiKnhtfh/DOs5s6/yGsQ67+OfYM+F2Q+HN0N5AZnjzSjETXTYr9oX9FIQA0/OEa6FtE8Sc1WOAfv7ummP0cmhgPvn+jHldhute+rI7z2cd1RcxRq+Lrh6euhWWYy1H2Azc9XLnVTH+4l1LSA84C1SGMq5i4NdQBfZ7Vu0mCo0rv+jPnn2DPq2LNGz33Ia3SD+nbvnbL8eXLvWw8AGF2vUhpjrp8/7Ow09kpXM3Y5v36/NHZ2/bsBFKy5NDxY287zusrbdq+XLHHDA15D512TWdZqrSrf7Q4739ghaYz1Q+sI1zZdE5j/2t9lZtW1e6qwKI29m5hFTRXDIu4F9RrMv/zfuWFC7kkXAyhoxtdurLWTT3dTpHSB0uSge8udg9LQK1NtbHSfS8OI+Vd4/128dzEA4OwH6gBwoxwAGNo0qVEnfpDGdmfZPC653Y/bfajN8a9K+RznGCza5iY4nNuHH+VGLDTV2X2XmFDd3xMAsLiWn6/OVZZz6x/0nON6++JeN1wbPs/qgxqVcR+pJnbsvlVbxewoKSpVkLlOza7v82RuE+s/rS006SlszdRcYg1Vg6Yvj7BWTdMqdbR8nf2a5yuNSF5s+0kay/7ATId0b84alJqDAej+kNWoU1f7cdd/OrfgzQMY/Ug+gIImjsO72viObufjkc7tl7xfaKam+5qj2w8EAHQp1zeNlZsJ9BXjkby8PNSsWROh/aPt27ejVKlSQL/bgJ9nf/cHfkz9dTdw94PYtm0bSpYsub/vpsgr/iIwFAqFQqFQKBQKhUKhUCgUKgKKHwJDoVAoFAqFQqFQKBQKhUKhIqD4ITAUCoVCoVAoFAqFQqFQKBQqAjp4f99AKBQKhUKhUCgUCoVCoVDoe1DWXiDrAPubr7/v/e5jQj+awixkP+vbZiFAHoAfCLBa+T1rhUzdafMfARTgyqZQdwVjX/6ctYQAAw7LVdA1QetqxkGYNaG4APDYTdYSgAu4GUb56XXTWLPNiwAUBF3TpKS2gGkJ5VfDA8K0K2702IIEEn+cxHhuNVAgQJoGBYCDivU4QqAVhE/guQKGCRGevalTGpvwai4Ah6wD7gtwlQDm30sg4wq7J4BfQfQ8jxqcsI8UWMx7GXSntQSrqxTOT4CwXr/nfdZqPrDvz3ndYx8dZ+3P/uaxb576rb1oIZ17UUIU14HeLNT5f6IZTQ123Gzmf2Epe/Jaa1tN8ljSV1+9eXEa4piqkQ3542paw3xQgwDmtX6WhjwKxKbBwjSBprdKTIFoyAA4NF2NIJ5paC3npOY85xMh4YDnnOYtP8PaAQB1XrINTrOZDvafUcpA+DNGOgif3PXP1jlEfPb9L2dcg/NYAeSsAWsX+Nwdus7mrtYgznetfbvHJJ9hhwLoVL9xxjVYM9QYiuOndZinmbtgqF9jRHcABetSszUGbj/meQfSs8a3zhqdxpatvB6A+zcAbmKiRhq96tcFAFyyd1EaY71WMweOr9Yg9uktAv4f085ahatzfGss99j5S218bxjj40tTJzWHaF06gc1LP+9bZ2Ymq5O6pePCNUSvT1OD7Dw3QVjbykwQ1IiFRlwae+QWa9UoiefW+lqYeQwB983qu7FXl11mzKFrJk0S1E+A/UzzAsDB8Zo3fP/NMz3GcdM+eLG4zY9OK93MgXVBzXL4WR2D09+ytrA9QrVGbhqw+6FeAAqardAIRceI+aXmI+w3rRVrYeO84ww3A+D6ruY2nx5lLQ1HAH823Ye8kDznINnXsP8azPM1ZvjNtu5oLd2x1Qx+pvT4OON5WGfV9It9X5hpje49aDygYp5+ddkbaYxzjaYOADB34hQAwKqVbhLHadK9nhsyFNjEJJoxYhGAgvuR+27POCydu2paUDsxqJgoY0CzAjUQadDfnoOGI4Cboqh5DPtIawtzQ2vQ2lJmeKMblvyu9hyar4UZvzAP1LCOOazH0/tG82bVUYfbC1lwPznDTHd0zvJ1bn03Fqq7wYyF1LCuzs22T+q35o9pjGZWOlTMg37zvP94r0uTrxK/+ZMfn39U0j+6WU4mbbVPt/jz7LTzDn/Sz8sczq7lhigNbrN9iBq7NHzG2m8O9vkysI/NF137WS917eL3BV0fG5xrJjQzVt6dxpjDel3uPXdv8r5tvNL6Vtd59vPFCzPvr28FX+dnLLB1XvubdV/NFNO1o8UEDybFqtne2X6+5na9tZXdoIP3xbUB8BzX/QUNYiZd67Eyzydr1bmy6f765wCABgvcPIb7ir4D/Aeh3M62pnYa5kYSu0vaZ9Q05q+HWqtmORyvc1/z2PubgIelToRZyP5VahYy8JYD0yyk7yNhFnKA6AD7mTgUCoVCoVAoFAqFQqFQKBQK/RCKHwJDoVAoFAqFQqFQKBQKhUKhIqD4ITAUCoVCoVAoFAqFQqFQKBQqAgpG4H7Wj8oIbGdAu8Xrrk9DZIkoR2zymoH2gkAQAMfvNebNh1PvSGOdSg8BANw5yD97xbPWkqECOD/jpPc8dvGfSgAAms3bkcaIdFGmEllAf/qNx8jmOEmusTxhH43s6DHevrJGiKArjIm1rZTHyB/R52BMGSe9YOyjTyb2SmNHf2A8hiO3OqPjsznGf5o784k0xr4f1cHPR26ScpuIclGOI+9BuW5kHxXGhFMeE7k7QzYa/2T0HmeitJhm7Wlv+/FkkpBZBnhfKb+JDCbl9XDslXU15CpjOuGUd/FtHbPR2SkfT+ue3PzvM44rTAf9zT+rbJqfsr4qZc9UZps8zz2WCPMXDElDtRIe0ynv+GHkV/at71y8HZcZ++uIL/24j461tuZSj3EOKiuS+ae5tKiGzeMdv/R5TGZou7F+nPJ5gIJMIM7P+3p6bFVWlYzgNfWsbml+kUd224Me40dmn3lMGssuZ/Vr95qcNPb5pfkZ5+N80jpC7qk+A2sVmU2Ac5HeeNPn09ln2hx7Y9slaez4ysYuJAsJcO7hU1d5rDB2ENlVymEjm+38AX6NexfYNZS3x5qiXB+yiBrMEoYMoWdSSD6f2qXA8QBwfk9jHWL1qWls7VjLSWWeMQ/JJAWcDVUYb1Jr7pVPW6t8LvKalA1F9p32C7lI5LQp5ym3o/030K+OcPZgYfWd51A+KvNF+W/sU94vANQZbPNu9Bjn7bGrNP85prff7zHOT1mC075XRubRk+oCALq/uSiNcZ5mfy3/nZfATsIM4fVDn5evqzzpnEQC5/LLHZ2GuCb96s9+2LsnW6v5yvw7WUr97p3GUqu70nlks5pYS5Yn4OvN8Kqe14sHWV4XYARuTe5V8vWGNdbnmiPkmHKNA4DuFS2vPx80PI2Vb29r+iX1fE1nfiknkbViyD1e+0a3sHrIHFZOMNdijTFfTvjAY+S6nTXdOWdtlhjnTPcAT19pbaeRvjZ0GWbrxfCbfewvWWA5rrw9zgVBauLjtsZ961fb2bPkGU692o8bXjsHANBsXX4aIzO4hrAqayZrktY57hd0z8O6VK1jlzTWb6uNh9Ybcj2Vnfjt9wDf231Y0ftg/QnWB8p1Y3/oPFYmLsV5WaLbwDQ2Y01fAAWRxpyrWsO5T9L9HDmX+hysfcM7eh3+5ATbP176gh/HvbbeJ3mQuj/juPEZe9V2FuQrg+YCKMi2JDNPazT7tLDap/s+Snl2Z6ywdreaFCRJ1KD05IxrKLu0dQ3Lg2UTfU7yeg0ecOYtNycTijdLQ9yb6LznXGxZ3Nm4XFzJ6wU8h8nik0tgWFePsfYpH5Lr2fUPl0hjn5xsdUH3FxzL6c09xr5aKl/7mC/aL1qnKY6hzicepxxOXkO/C5H7fv2dXmeyK1id2f2W1//RI40ReevD/tn/TbBuf5B90sGLgA5S54MRuH8VjMDQv6r4i8BQKBQKhUKhUCgUCoVCoVCoCCh+CAyFQqFQKBQKhUKhUCgUCoWKgOKHwFAoFAqFQqFQKBQKhUKhUKgI6OD9fQOhUCgUCoVCoVAoFAqFQqHvQVl7gawD7G++/r73u48J/WgKs5D9rAyzkPlZwAU2afvdZ7DgMwXATHi5mi80nWltzs03pLFLKpophcLiH7zN2t2bHA5L4u3aGxeloYsWWqtg7MLMIQjhrfa4mxEMn2aQbgXrK7iXIlBZDUSW1LZWYfaEqhPQCziUueJGj913u7UKb558nj1np3kfpjHCltUMgPBwBdwTtqww7aunWqt90HKSjdU1Ux06P6mVtcX+5sX3jvvsfYX1Ejas8HLyzhUSTJi1AoYJMX7rdI8xNxSKz75SsDHPzef4UxN/b1Ni+KHQ6Nwv+tkLdgCAr85ZCwAoLQDjqS0KPgMAtL45gQ6f+zpC37PePyF9OXqQ5fj1VzkU/KD6BgWnGQ7gY9962OFpbPdRBu1Xgxjm0vgKDuo/pqqB+t85xY8r8ReDY7d5yoH5BF2/WP3INLbvqM8AAD/7m/3/b5Y7jHpZZ4NRtx3n5121ziDeA5fPTmN9yxlEvEFlh4jPrW9zrNNIn38En2seMp+1PrAuqREFa2mnV/M9mNC37z2vThrqmQDkp4rZBWuyAu4JmtcY4eu8TwBYUM9arQ8Ewqux0evnWKt1ibXgQ3hd33ei5UOx2+/1A+83F5X86m6qQyk4fm7xugAKrgk0THm0s5wuqbnPXe4xAtfZjwDwZFIPFXZOkPk5UhYI0X/vJI8tvMhahfzzOIXjs39vecRjNE+iiZGKZlWdJnreEnav987z0ggG8PzXGn3+zdcAACbMcxA+pWYJhYHm+VqvyzX4jco+T+c3t3mqZhzsUwX6cx1lruj52J+Ar61qIsG5oP3NPuX+AQBm17P+m3CT9x+fQ++FexdZOtzk4gEH60/pYOfRtYsAfl2Xx7YreC3AfVD0OM473SfRBOClCz121jDbu3R50w1daG6j/czc0Fzic/B4wPdErIFVXvPxSyc5ExjAhLZWt3Q/8vKaZB8ntH+ahfS5x49jfVPjGfaL3hPHV/uWZitqPMM6o/u1Zo3aAADW3zU+jXHOqrkNa9CzV3isznlJ7aEbDoD8a1cVuCfAzZ2Gn+trwjEVbE3QtYt5rQZWvJ7mHE0NtA9oqKRzkWuB1i8aKOiem+LwAb4+al3nXkyPe/hWa9WAgv1bpv1QDyabwMafvpGGZt+Vn9yob/IG9rHa3Xelr4t1u9laqSZLNJVRU530vFXNiKvxmrUeW2fGbDNe9XtiLqnpBJ9D19EXy+UAAKoUz09jNNfQfTsNZ3Tucn+qBmR/TsacZjOA1y3t72p9rOYOf81rLg18nmnoxx2W5P3v5BqH7LF2yHl109glexcBcHM8wE02Pl5yjQeTorLvtfPxbRWDf50+fLON1fsn+vt8djUQee1cazVHaNbGGgO4sZYal3B8dS/Bc/MZATco0hrAfNG1bXvi21Ci0RQPJhfsN/KzNMTzaG4s/xrotNr/f5iF7F+lZiH3/s+BaRbS6w9hFnKA6AD7mTgUCoVCoVAoFAqFQqFQKBQK/RCKHwJDoVAoFAqFQqFQKBQKhUKhIqD4ITAUCoVCoVAoFAqFQqFQKBQqAoofAkOhUCgUCoVCoVAoFAqFQqEioHANPtB08UIABli9+58d199fpsfd6LEXMSppRX2sueFxh8Vn7TUItUK1CbpWiCwh9jTbUHV/zUHbBNBe+bS/T5Czgn7vSe7lcbnnu68z2P2+/m7uQWB+LQEHE2iusOpetxuUu3HeljS29jI7T5UVDiXfVMGg5KM6+GcJ3VbgdKM51urzPnKLtQplXnWawb4Vfv2HjgXfA4DOj2beM8068sQrhs+rhiTHbSx4fcDh5Qq1Ht7ennNGWwe4q1nMt2MEZ//yU3/vLwkMPbeFQ87bzLEMG/+Fm8JsqmCgacKZATdY0XH+6jKDXw96wHNuaPFO9kLdHLo+nHmj/6K6J+ce2uM7fI9eM3p+7lgHcneqb6DtAu4LpForbZ/keA4Q4BNFiMnH7zKg8ocrG/txTf70j+/p3FfTlw3uNPj03Ibf8RzJZ4Y/5POEpgFd1s1NY2MSoLM+WgrAL/tlGjvlfes/AqoBN+7I2eYV5E8J9/nGx/24ewdZrimwvtWT1s5q4nBpGudc8KrNicG9fQxYWzRv8JQB0s97VaDod5pJyHkCqM7aa+dTwD1h9gr95rApVJtqeZ0brLTfav03t0JOGmvQykDhvSrUTWPnvboIQEGTDZoWqAiOJ7wdcOMlnbuEbytI/fzH7B5m9MhPY82n/+PzYaxPxmJ55ri0tl2vNFalj1HEZ8q0Yz1SqPvxVRcVuHcA2HmYtTpGNHxS8DmnQmF9wfqg96xjxPqrfbBljpkV3LHJzQpomEDIOgBc/KzBsKc3353GWF44RnotmtvotThPWFsBoN1YawtbL9RQ6fO2kwu8B3j/5GQtS2MHfXAWADdVAYCtpa3lmgMAb9Sw+TK0h69nfA41EMm/yN5XE4vDdlqrhl18DoX8c43h2gS4QZgaMrC2zC7uxkEobgOtkH8aykze5aZllUuZaRmfERCDMCHXs9+0/86abvuBCXd5neN4TROTHkqNNPhMer7CcrJaadu76JrO+sF+BHy/onB8jqGa4ND0Q41LqCkz/wgAqC97HtZjNYopVc/6rGNXj3EuVqk1Oo3lv3l9xrV4Ho1NTurW6ImL0tjsijkAgJVL89PYh6fY3Bl8poPl28DmXaXX3fip8WtW1297yK/B+qv5sPgpqz117vf1bPNFttbovEv3TjpYidTs4rYHrdV5zBzmUgz4XNXT1RllBhmrmrhBBk1FdI/E8dD95invWPvhrmppbOBUMz3pW9/3RDsus1xSEyHev+Yec2jVvO5p7KGk9omvCmYzsVb8Oo31nWhmHqPL+v6iVTJns8e6ocWwXVaPWNN0vbh6qvWBrnucoFrTuCbo8/Deh57rz10ty5571U3z01i5bRcDKFhHaHJR5Yuv0ljt9mUAFNxqvZXUKN2PZ++1HMqt7fvItf3tGWlGBQCLdtkz1Vzq+6D8M+yzZ9fyz7LObXh0URqbvNnMyMp/NDKNNZ5nc+Jj3fclDifF7vT+O76qXe/zc/waI5P5obnJtbLaCjFvSBbXs9d5ra/0mJ1b93Mvz7SxH9nR84a52/hxn58sFg1Ku4kKb1/39emi8IUXpA0VbW7P/6JlGrv4frvu3VzQABy+ohIAoNcAf47TxuwGxEwsFAr9NBR/ERgKhUKhUCgUCoVCoVAoFAoVAcUPgaFQKBQKhUKhUCgUCoVCoVARUPzT4FAoFAqFQqFQKBQKhUKh/wYd/Dcg6wD7m6+//W1/30FIVGzfvn3fAaQK/ZBaunQpatUSSBzyQEbg966yBmOZfV75NESGiDK+liaXr/SBF4/shMV19VQ/jtwfZbaQIaVcMqKAlK9z0cLMz5IVdqvg4h67yVpi2wBn90y8zmMP9LC2hnC3nkvuQTl2ZHQot4P3UOJ1Z8Csv2JVxjV4f8q6Ij9F2VntE/TGW8JjqrDJWmWwkBvDeweAy5639tzXPEZOoXJmyJ558SFniKxdZ1yRKu/4uH3+Sxs3ZbWQvcJxUTZV+zHWHiLcr7bJ8yjTjDr9LX99xbPWPnuFx+rk/Xjl5YI857OMbWetsrPqdEwYOprs0ySxqGG3Wvt/4BZ+76rl4LKzH6gDAHjjVGdfDrxvR8ZHyDqr86wf98qldpwyu05dbe1RwookE4s5DzhHS7lN5DGlnDo4T04ZP8zdAf2tLZbnjCFOotw1wzOur9xC1oWlUh7LvH0MAKD7tI/TGOtDAW5UgsFhLgPA+Pttjh/0ts97Po8yosgYbbzA+5jPo2xQ1gXtM9Yb5SztOcTaTmc6S+2rHsYF0zrC/tbaRw5aAT4q7rUXhH7KhxtsdhYjpX1K/pXmw6wm1l4pdWFJrczjWNPOej2z3pTb7MdtSuagck9zHkh4cwIYbLxtEQBg9tQpHrvaWEXkgwE+rspBK5tcb25FH0u8ZZzJNnuNlaQ8WvL2tH6Ro/TgbR4jU6+jY6PSbiYTD3COq7JxW7evCwDYfdmiNMbx1XEmqkmvwZpcc6nHuE7oOsrnUB4a532LaR4ju45zHfA14eNdVdLYJxcaP0wZbstrWKvMQTLhTvjAY2SKvX+ix8iMG37Ub9NY40OMlTe9uR+XvdEYV6sucq4ox/dR4U6RkanMxvIVl2UcOPsey3sd35ses7awtV/ZiVcn/Xbf7R7rlvC+st853oNLagMA1t7j/MoqRy0GACyG1WhdM9l/vA/A9zeV/uw1el9JqzOrpX6yb3UOsfZUkLpdbLMxwGa3c94YpfsWMhR1P8d84HgDwO6JSY2S2pJ9uvXt7pFd0tiO3la7ldv53knWXv6cx/ic/R70Wsq526Wyny+ntp1P2Y3cBwlaMl13tA5XqjEDANCmUbM0Nr5iXQBAftdF+LZyXhdeW1IzCoMrLzvHmc9kausc45rQ7NVPPHjVUwCATlX92TgOmof/k8z9JfJVgHvPJ2rkpLFV1+YDKLiv4Vql25pmD1ieHpNlfM2Px/RL32t8ujGfdf5Ruk6dv9LGKL+y5yb30uQAA973XEsAZ01fK8cpx5din+neo9pCqwUHlfNawDWLNRVAmpPkpAK+Juneg2g7rZtco/k9BADeOSXzORZeZK32LfcmXCf1GsoV5dxXpjLnh34n4bzTfQ3z+uLDnJH8yhfGhdT9F6+nY1kxWYsWXOSxi2+xz+bO8/ORrfhy5/w0tntNDoCC/cc8VY7w+a8l+/r3T/Dg21uB3zj/MS8vDzVr/kDfZUPfqe3bt6NUqVLA728ADj1kf99OQX29B/jdE9i2bRtKliy5v++myOsA+5k4FAqFQqFQKBQKhUKhUCgUCv0Qih8CQ6FQKBQKhUKhUCgUCoVCoSKg+CEwFAqFQqFQKBQKhUKhUCgUKgKKHwJDoVAoFAqFQqFQKBQKhUKhIqBwDS5KSki6auRBCDZNIgCH0+8+1OHIhBPvEeYowbdj2mdcAj0FZv/rFdZ2ecChzPfetRsAsPpUP46A8oSvXODcChomMFxNNigF5BLO/UTTw9MYwcIKaubrEhVX+XnqWatGGrwXBb1fN9Hap6/0WO8E6K+GA9NaWKtwbvaVGpIQGK/3V/4v9nv92cu/yTiuXKsGaeyUZNzqLvHjrp1krfYVAe7sn0P2+HtNZlmr0O9hXa1VEwQCogkmBoCe91l7X0+PQfrgh9bLtdyYJMXfC2z8X76X79skhEDlEz/458cVpnY2MbMfuz4N7UyeKb9mpkFIzjPHpK8/H2kGGofv8ePIfE849wDcr+G0tz329mnWqgkBgdn5W+umsYe6LQJQ0FyA4GrmN+BGDFc8Y+3ce16Wu7bXymfnvNJateoLu26Z9x1cP+NGe8Zmj2fOcTXmoRSYv3WwGUs8LLxrzjs1P9nxS+s/BYtzTqg/R4ntNk8veNXnH01raKACeL/s6PpEGlM4N0UjiMLMR7S+9lpoD9Vg16I0VjkxG9J5zzFS0yEC0nX8zpplOfTVEjdgYR407uj1Zvg8MyraUdKflzWF4ww46F1rGm9iXxOHl+9M7qvtuJZpbMZOM/hZ99jkNDa4t7WvS40qNstg6Dl7/XylK1g9r5xA4tUQojAzIT7jea96jO9rLtN4443TfT07801bz3Qd4IRZV3lRGuLaoeB1Gr/0qn5NGitV256X80Dv4YwVHhtwl7VcxwE3MqBxBQAM3WTmFbUKqYGf11ybvi7fs7t9ttHQNEaIvULqS22z9pZHPNZ0prXHbcyMVTv1j2lsb1IL1CDg3vvNGKBa7dw01iarEwAgu9b8NDb/kYsBFKxfXy04CwAwT/qAc4beD4CvT2qcVa3pQHsh9P5r/2Z1QU1KqBLlPvTzrbPXarAwsLL1887EKKDERq9LnaZZXdI5STMYGoQAwBfJHKIpAeD9rbXg/sTM5ONtbpBz9rpVGfdE4zGd95zvakq2NDGquFDqXKM1VqO6V7wkjX2Q1MsF9dzciXsKzUOOkZqPLL7CnrO25OEvticvevvGalSS91oXmfesWQBw1jh79sOP8r3bqlpmEjJN5jsqW+FsKHVJ1wIq5xAzQsnv4fk/d43NibPeFOOzebaR67POaxXPnbPr6DT2p99Y+xvZI+eWTYxzxFloWymrH1wnAeCJUnbcjEE+d9L5MfJ//MAVv7Z7bpufho4sbrn5eFLn1lW+O32vSxN7juws3/gN72i1TM11vsoyk5CGj3qMZjVqFsL96zMNPfZqUpv1+8L5o2ys1jbxseLzcn8MAOvPsVqgayaNLebevyiNcX7QYA8APutv/XPHcZ0ynq3egt1prEp1M5QZfr8byvB8asTF53zj08ZprNM0W2O0HnLt+PDaV9JYv/rnAwC2tPM1qVaenSdPTGG4zuu+ecZ7dwAALqjt162Y7KtWLfFn4yS74lnPw1Ujk3nJhRLA6FvtHp673D/68srkPFxEANRK1rs3zvVcbzDYTPh0/Vx7kcVKn+OxOoMAKU+hUOgnoviLwFAoFAqFQqFQKBQKhUKhUKgIKH4IDIVCoVAoFAqFQqFQKBQKhYqA4ofAUCgUCoVCoVAoFAqFQqFQqAgoGIGhUCgUCoVCoVAoFAqFQv8NOmQPcMh3H/aj6u97vvuY0I+mYvv27dv33YeFfigtXboUtWoJORZ5AGp+b+c/6G/F0tff1DSQ7drN56exKt0SYCwpwAAmrDOwMKHjgJt10EgEcJB5y2FHprHGrxnod9K1ftxD3axVID1NOBTMTlD5jrsc1EyIsJqKEGhMcD4AtBx8PACg2i6HedN0RAHM7ccm93Kcx7aWzjyOkOriuzxWOTFpUAMFwt8J/AW8X1pvcsh598sNcq7QeQLjn7rKYwSaKxSckH2C+AEHNCt4/KbHrP397zKPUwDyIUm/bUrAwAR9A94HagDzWWmDLa8/2WHL7LOcM0ensX4VzdCCRiYAUCEBwhfbXiKNtXnKgOHj63veoOswu8arDj3m+D54mx/GXKKZBeCQ58mtinApe/5Sa5Vg/XpCchbni4ETzRhADWrWnpL029i2aWzZiPEACsLaWz9px60/zmsKx+jocQ6TZ8Leu2Z8GuLcfywB8G86KuPwAmYSvG7tJR5jzmkd6bRzgr0Qd5sZ1c0qhqYOgJsWKDCf966AdJp/aP9wvmstoInE3Vc5qJ/uB6tqbUlDrA96z6yr+rw7njajiGqnuynGn5Mc17lD959PljtE/NXzrG07zg+jKZGaHXHuqAEFn5emQgBw5yBr1ZCBJgA3Pu4xwvZ1TWDd13shMF+NGxrX6wIAWP+gGw7QxKHsZj+OZjGrih+fxha3/bDA8QCwqPjZAIBPmryRxphDNJdSmD3HUk07eD4dZ657On6s4br+MB9kGU3HRWt5vcS4RA2a2H9q2FV+1gUAgOwabqpz24OZ90KpsQX7XuswP6PXvf4xq+uN53ldJ1/+VLnniQmoX5+N64SuHRx7NYc4dbW1NLsA3FShzz0eY18ettNjHAeds1zjdH/BdVGvS+Mh7XsaYX12v+8vBha3PQfHCgDmvmoGInPf7JvGOL46n3hfmtfMDfa3GiDxOL0nAvh1r7WoYpLrnLAAVi2w+SKeJqm5wJdHeIz7EDVfeP4ya6tNykljNyzPB+CmXwAwZG8/e8FNCIAJHSw3tFYxT9VcisYONIoCgHbJXuuzBW6C0/1Tq2/iY5AuT7/8i8doCLJR9mnst6M/lXU+WbM+7+FrTfmPEhOfQ/+axo781Nasz2aKicQaM5ZQYzQ+m87tOlfbZ84+041sHr/R2s5ipPHyk7mZH04m4dk73SDjjbF2XLr3BvBu8rzF3kltzjD/JlurC9sLan1lXVBzjS4VLa+5JmVf5evKXw9NziVr8NEfJH2mk5zJKQvpbNi607h2dz+ux+8BALkdfV/AuSEpjIWJkZ8a1Gy50Uw7Unc+AJjVBACQU3pRGvp/Z1hbbGFdPy4p3seXyk9DH5ZL1kopBkdWtfN8dpTnzSXPF9NLAQBKJqY1lcVgjuPyO6lznKu6jnIeaU3jWqn70ikt7Lota3j/3VDK6pHWSNYPrXOcT5NnzvDgmeZKVPe8IWmIw6ZzkbVUv7twzf/4Hs/rnI6Wk6+LCQhrjtZX1rnuS5alsfqXnoV5fhvIy8tDzZrf33fZ0L+n7du3o1SpUsDw1sChB9gvgV/vAbpMwLZt21CyZMn9fTdFXvFPg0OhUCgUCoVCoVAoFAqFQqEioPghMBQKhUKhUCgUCoVCoVAoFCoCih8CQ6FQKBQKhUKhUCgUCoVCoSKgYATuZ32bEdjnUuDk8va6xTRryTgCgNlZDeyFMDUuaGq8iZcrC3NtTiNrhVdS5TzjqCgricwgsncA51Mox4XcCWXckamkx5F3pyyKAXdl3ErKZiJDS6+rvJ5RCYvl1ys8RoaH8jPYR7Pf6ufBhM9ywbrP0hDvVTkgZGEpA4P8DzKq9F7J0AIcqaLsHvL4lFHGfmt9urNBsm82NshSwWiQAdN4mDOxquw1JtZLF/px5PNsKevTt8o7xTKejXyZPMFQtnqy4LMpp5EsMOX/kAWm46xsKIocNrJMAGf9lKmY70GC30bcknkSFbl3Ask5MutjAAV5Lz9lHb7ZuTo6lv+KlNXHHFaGFXGByt0iwyZBMgIA5la1XJvRw/ma999u7R5Bi+R/kXAApQisv8LYR5Ue+G0aW3b/HwEAlz3vnyXHkWVJ+Tpk7iyVHJ2aMK4SBA4Az1tluJEn9z9/8Bj5foodItNMOTysS4pVzH/QmIN127dOY4uqHw4AyD7M2X9Mycuf88+SY0oOHODMrnFtPcYxUuYna57WG9ZQ3qfqd7/31+zLxtOz09iRW43txfkMeG0hO1XvWZ+D/afsUnKoWo/ya8xtYtdQxhZr6Nx5zv77aqLxzbT+H5aM4SPCRrvyaWufvtJjzMOP73IW6StrjEWqNejlGnZf869w3h1zh7yqc17341mrtFayLCkHkTwrHavJe9vYC4IYARy/ya6rY9X6TuN9XfDF2jTGHOazqpQ1x+fWdZRz980zPcZnS1BgAHydUj4dp+zF0w/3YAK+m3GX88u4jupnOaa6/nA+FeA+3m5cwxTGBwCbbYHMWeG1ip8VFF16f8rmpHSMuKYuWndDGmtQ4QkABecY+03Zl7xGYcxGsjIBr416HJl7+ry7N1ndzL0/s24Wtocib/KUdzz28SZjW37e0NmW5L9xzum9FMb40nrI6511c5s0Rlar7rW4X1EGH+dT7gJnkOXc2QwAkP875x1PKWe8Y53PvIcGDzgzNf9ay6tBd/pxD99qrXJ/hx5na0ebXX9MY6xpF18uLLqkA5vN8TlOHrKej+Pc6+ocD753krVS/LL3fgOg4D6SfaA1nPu9RwrZrmhdIKdTY89dbm2nbpnsP+0/vtZ9OOeJlJl0/DVfuc5+ttI5vau6vljgHCUWnu3X7225pnlDTunw2jlpbOBT+QCAvpU9l9KBkUQ8KMvGY8UZfljO7caF3HGjswm5B9B9Np/jlkc8xjmux/E7S/YzwiJOBune3t+kIdaPVSOce7d4tXHv6ux9JY1lv2Sc9N2v1k1jx1dcBAD4sLh/j8q/zL475Ez38Zvdw8ZP2aXk0eq4sIvINgaATiOTPV5Zh3PmV7AvfFrnyM3UvOb1uB8HfE4r6zOt9eOO8Ws0tH1zzkrfY5If/83Bsu8stRUAcMMDZdIQ54LmS+M59plrnvS6ft79wC3y/MEI3L8KRmDoX1X8RWAoFAqFQqFQKBQKhUKhUChUBBQ/BIZCoVAoFAqFQqFQKBQKhUJFQPFDYCgUCoVCoVAoFAqFQqFQKFQEdPD+voFQKBQKhUKhUCgUCoVCodD3oKy9QFax7z7ux9Tf9n73MaEfTWEWsp/1bbMQnJoLlEyI1KS0KkU2IcHuu+zFNFRsewkAwFfH7khjv/yLtYQFA8C7iXFDsUc7pbFrShlUVyH6BPo/fqPHTn8LGcfRoEBBtQTa6nE5K+wPT5vNdKgvAcwK3CWomUB1wIG7NBcBvFuOXuFQ39G9DepLuDvg0G+CuwGHoCuU/7iN1irAvTBzgWaDDRjcbKXD3096z1oF6RIoTuAv4M+pMPkrnrWWfQsA/ftbm3DcAXg/0xgBcJOXIbeUSGM562z8FcLe8lGDwx+OTKMDwvEVPqz9R9F0ocHjDh++ZonBhx/o4ccR1KwGBTSCIEQdAD5rN9de0KkAcGK3UOqrbDAI9dpBE/w4dmphrg8nfpB58//FqrvQF3ea+Wx5sksaW/yUGTYorJ2s752HeYxj88GJHnukkHHjEOl8omGQQrJnLx8IANjxUN80xnq0Y0HjjOdotnc2AAfJA0CFxPzgreoe45zVuUajCpo/AJ5CCl6fu9Xg5W32Oryc5hlqjMB+Gf7qlDT2yZKWAICT3/XjCHBXkDsNPNSMg0Y8ajLQvVHdjAsfVNzmrhoy0ACCIHLA019NFV64zNpzZO5yau04x40g1u80kL+OH41S1GiB9V+nGK/37BWZ11CzIZonaV2n0cKQnv4PEHaUtLVADZVY19UQgeBz7QMC1LXO1RlsRhWNN7+cxljfOEZqCkPDFq35zCu9PmvvVZJfW0sVPB4Ast+2teGSDb42sK7q+fiMamTD5Z1zCfDUKAwMr7lEkxw1WEk8svBkK49xTR0h5ixct3VdoWmBfvb5JL/U5IL9p7lOYwRdq3n/2lfMhzHtM49TcyCaLqhpB/Or/RiP0dxF85VmGHocof1q4MG1X5+Xuct5APheSPuP48ocAbxfxrazlmMB+Ly7+06fB0d+YfPgL7LeD0pMFdSYjWZCT5TLrJ/7msxOXz/YreDxQOF7rfOX2j2sPcX3ZKz1aipCk4YSb7t52e5TzBxFTcH4bLOaeIxjpWZ3q7baPG2wzefp3Ib2FaTZdF/PuNZoztFsRQ2xqjyTmDic4sX5kuftPC9W9/3hqotsf6iGQTuW17UXLBQAUHI7AODem31fxdqnc5G158KX5NlOs+doM9afY3yjxJxHNoPHw/rvwyzfTx1e3PZTui5/eYS1D3XzGG9V9/U1l1r7cWfPA8yxgnD8+3YvmvOcTzpPOe+1Rs6tnfTBpS+ksZzHzs84H+dB4wE5aWz2XfkA3CwLAFaNTAykZLNQ7Twz+tF1tG8F+37yySA3/GDN03WAfdDsdjdCuWadGaHoPrawr1G8ZzVN423pPXNt0/rF2ty3p+fI/N/Y+q3mRNwbtx7mBk13jLR9+JDTG/hnH7T98MU9xQgluWCbdT5PWEv0/jhXtUbSTKpWnsdYS6c39xjrVsva/n3wq97W55oHNORRcxvOad13rfkSeEK26mEWsn+VmoXktjwwzUI6TQmzkANE8U+DQ6FQKBQKhUKhUCgUCoVCoSKg+CEwFAqFQqFQKBQKhUKhUCgUKgKKHwJDoVAoFAqFQqFQKBQKhUKhIqD4ITAUCoVCoVAoFAqFQqFQKBQqAgqzkP2sDLMQ5AH4HgCrVVcDAI5cWC0NfTayHwDg8JvvTmMEwCqkmxDhyVm/TWOfdP0jgIJwZAJ+9bMEUhPQCzg0mgBvwGHpCppPQf0dsz2Y0IGzq+anobdPs7bK237cwEG7C1wLcBD97i8cyrzqMoMyV3vG4dejBxm8WYHAU6+29tTVHhucQLz/IIB7gnmVN83PEtINAE9dlXk+Ao2rdbshja0fZPBkBcITCKymBgSfN34008BDx4NjpDB59n1hZiH3JM/Y5x6P0bhEgcSEIiugfUZT++8Kr9R0ADnvRc1ZCFxXgwLm1YozPEaYfJcHJB8O/StCpoP+5lByjrP2M2HuCsynIQHh0YCPv5pIEKatZjCMFQarVng4Ifd7hE9MMxPmnALpCfFWOD/nsR6nkHiK80/rzfIamTGeRw18CIF/tHPmeRUqT2h79pcOB//kZIODcx4CXt/0ntn3OndoUsJ7B4AW06xVePnt91t7xorM8ynonXN7qSwbfM6jP/C5s6ym1UiF939YykDmu49yM6HsjQbZb/zaZ/i29NkI9FezBJpHqAkI66oaGHCs/36wx2iS0HfvvWnsmuq9CpwD8Bxq3fGCNDZlhEHVr57mx930aMF7VhMjnuOihR57Y50ZynzSww1ljl5q68SO0z5MY3xeNZhgvVbDG+YhW8DniRps0aRBaynB8JoPFNcXANi9ztb3eye6KQz7meMD+Hh0b+/7gSmDVmVct8EwM19Y3MFNT+rk2RaxxHavNy9caq0aofA8OsfY92rcM6yrtbqecU3QelP+zsT4SBbXNm/lAyhousVaofWDc0LnCe9PTTN4HjVU4v1VaXdHGutUegi+Lc5pNTBgTWHtmV0xx99Mkji/ufdtzvM2187e4HON16ehBwBPOum0uc2tBqmZBOsD9xsAMKOUmRB81dwN5prMslbNTDiWrQf7nmLgSNtTFGZuo/sM9oGax/C4o2e5mUP3PDNz0DHIHbMMADC7wllpjGvRYTv9uOtHZRqcbDzOWjUyqDOgLgCgy8pFaYzXe6KiGDIkm88JN7nJHo0dll3m9bBG8pxqsvf5XWaqoKZNNLvTPcxlz1tLEzjA574azyxameS6uoCw07kQABh9l41HC6lzNAtRI4gqwxoUuMjQqm5O0b2FjcfnDd9IY23HWat7hWYPJHtkmeQzelvuNru5rh9Il42yX+Lbmt3Ia0Zh5j8Nn7FWayn3DzkVxfwkcaX4quv4NMQ1QfOfeaO1vsosq3l3PO01kmvw+Ht8Lu7eYLVPc5P7FhpUAV6jquS5Gc3sG23+al0/L9nfn/C+xzi3NW84d1Zt8DFKH0QWzbmbWwMo+F2jRKPE1Ew2R9lX2fp124N+HL9r6Gf5nEePkutycVEnrmRxu2GXr4vcM7IfAaBL/V8ADf83/f9hFrJ/FWYhoX9V8ReBoVAoFAqFQqFQKBQKhUKhUBFQ/BAYCoVCoVAoFAqFQqFQKBQKFQEd/N2HhEKhUCgUCoVCoVAoFAqFDngd/Dcgq9h3H/djau/f9vcdhETBCNzP+sEYgVT95/w1QSoK9klgD58PGp6GyKxQzlOtPGuntfAY0SXKjyEjRhkY5JYpj4ZYEWWDkJ+kzKLOCedJ+WUvn2d/yFptjbNiyBp8oqpzo3Zf9DK+reyxxoFS1k7OrrUZ90c2DbmFAHD6W9Yqr4qcF2Wk3dfT2gK8kOT+lClGRgeZKIDzjshyAxzXQc4HAFS53biCl1R8Io3xespg4ZAry4P8IrbK+OK9KOeJmBLlrmSvyOSukAmkz3jdRGt1TMn+I48QAD7uYayTC25umcZerhWl6Z/q0ZvSlyWuM2bRjpHd01iDqkMBAHPn+dwm/HHo/c6k4ljrGDGXyD0CnHN05dMe41iqyKFRbhNz/eIXkj9CJ6QKwKp1jQEULEusQcqv5FzTekMO2q0Pe+x//mDtUZ96jPywBDUEwPllWoPI/1EmEI9T5iDr4MubG6ex7uuMaaT8RbK6bnnEY6ybOif57NqfvJ5yVHnc0c/mpLFqWfkF7hPwGqDIKeXXURyjo991/uEdjxgza0jFa9LY+t7GB6r0rDPm9p1mc/+t6n6+05O6Tj4f4DWlb0VnoVY7z+rWqA5+HOuM1vrhrTKZXcQYaT+TV6aMMuZziXeMefb5GR+n77Hmac4xR5S/xX5UHhQXpc+XNMv4bGFjqvWYKKdT3vHYx+vqAgDmD1qUxsjXVKYs14TxS0ansYEVrgdQkBuoz0RxvdUcZl+VL77ez3ddJQAFa0GX/jYG+8r6GBTbbDGc6ACsToPLACjIxuU8Un4fWWY5mz5PY8esKA8AWHhR5r3r/OT5Csvl62u38f+TJN2Mkc7FazbJeJk3TNyd8Vn2D+BcwdaY4Pc32PhcH5f2ecKE7feqX4N9z/Pp2s69hLJB+9arCwBY1mNRGmMN0D5jHdQ9BfchfXvKPf3mT9YqMI61VoCJ/c60unV3f1lj+9jAXVO1bxoiM+7SF/ywb6ZaXZj7pDPDmKfKJuQ6oExS1mtlX75xuo1Lm6k+LtxLKPOWrM3dh8o9V37P2nUneewe24zNeNO5jtyP6h6PtVGZt8otpsho/bD3FA+ycMkGscs0W1OVazhk10AAQO5m71Oun7qOpVxGSZihPWx/yz0U4DUgt7bX4X5PWR3W+s+9YpdGxkS8Y7nn6JA+Sf9t/0UaG32r1XytIy9WThiBJ36QxrK/th8UdG3n/Wmd47hpvpLFW2KXjN/XP7f7HOljP7y+sfp08aq2zt4nrxoAnr/MWuWCk4v8WWln485ubp9tPMev2+AZew7llDJHPuw814Nj2wEAjoTvlz77NMde6CYhWbRGV66ThpgaZMACwDMNrVU+JHOSOQ8AZQYbj3LCq7lprOzm5N7nSf898DtrZdM9YYPlmvIAK25M7kn4h2Qa63ecTsuN1zm3nPM62Uflq8/3Axcmyfv2r9LQb8aswp/kO0IwAvevUkbgqN8CxQvZFOxP7doLdPhjMAIPEMU/DQ6FQqFQKBQKhUKhUCgUCoWKgOKHwFAoFAqFQqFQKBQKhUKhUKgIKH4IDIVCoVAoFAqFQqFQKBQKhYqA4ofAUCgUCoVCoVAoFAqFQqFQqAgozEL2s35ws5CyQusd1hUA0OwQhzwTGHvzCD+McHo1CyHklscDDlxXmHGdxwxiPP9WN5EgjFmhtIR9K5ScoHWFNxOSrbB9QuUVxF2n/h0AgFfmOCCaMGZ9tjIflci4mVeaGAiYwHnAgd0Ka287ztqXLvQYAc0FYNrJ7+vLznEzEz6bgqQJhFe4O69L0wLAWd8EbQMONh7ayiH2i5vbcyjIWY1NKBpAsG8VsM9nVGMQmqToeflaPB/Sft4lQOLnLrd2RoevPLittLWNxHVizpWZNxr6pzp8szuB0ciDJhsAkFvfYN9d5nyYxgh+Vjg+55Ow5NO5r+YCNNoozNxGQeUPdbNWYdW8HvPl7+JX/17yWZ0Hp71treYhc/2GOQ7uprGEHkdzARozAP6Mek80DzjmCweVv3OKtQTEA8Dr51irBj40sejypBsocM7qnOD9KYS+RlJnrnjGY7c9aK3C2q+eai3rBOBGA3fe47FjExD4x/e7KcyUL7oAKAjlT7jnBYDrb52e3JNA01ka82RZYl9qn7Km3fi4x9i/arhBCLrWdQLzCUAHfNyGXFUljR1edm2B9wDPcTVCYe7oGK19ytaEHfcMKXAM4P2oNa12Yoj1nuQyofe6DvB5NEe27D0y44S5fSw3tG85T3Td45qgc3LQndbqc799mrU1l3qMZg5a5zkGathFaR8Utj5SOu+ZL8wVwAH3athy9KgGAID5Dzpsf/Wp1nINAYA6z9oaTIMCwM0NThXDAWqi9AEh+2/gbA8mBWlKDzeD4Rp0/cNupNHvwR0F7gnwfQUNvgBgwF3W1pD9wJ6k37TO0UBNxy3ZYqU1UM2OOKZ/Ps1jm5K+ZX0CvA7rnoJjrwYiNCFgzQKA8j0TsygZrCl7zehETXg4dzVGfxE+FwC88amZitQtNTuNLRpjJio7ZrZOYzT+0ryhl4KuF8xX9Vng/NAcZs7pPOH7Xbod70EWOHHp+WrdWRnPxnzg/gYA1i4x86LFE91wjXujx2/043IGW17fsMnzms+kc4cGQGqWxnvW/Gcd5poNeJ1RgyuaxOmaVekw21cvLutmIexL3Vvyvtg9b9Twv/k4fKvtS9WYJ+cBMxUp4GKRGIvh3NfT0OxGtue4UtaBYgvrAgD6LVmUxljXOd4A8Mu/WLtjz+Fp7Ox1ViPfKOdjuqqh7VfUmJDfNRbtapDG7l1i49HrzN/6gfzyIsm0uIldo05P/+zwefZZ/T7DFNIaOauJtTkt7khjbSrYekLzE8DXfN2HcK6yngA+pw/Z4zHmgc6dy563lt+7AO8//W7AfN1R0r/GX/K8jdGLG9yc66D2luPfXLjYP5xnnTq0m+8j+ez6nY51fW1Xz/8qG5I905dHpLGjntuBT2XMwixk/yrMQkL/quIvAkOhUCgUCoVCoVAoFAqFQqEioPghMBQKhUKhUCgUCoVCoVAoFCoCOvi7DwmFQqFQKBQKhUKhUCgUCh3wytoLHGD/MrgAkyW03xU/BB5gyppfCwddYK/JCCGbC3CWTKd2zsg5psIbAIDb7/fjyEQpwItL2C/KwBjVIfO4baWsvVo4T79eUfCeAOCJRsZFaiTMrsU3GcOEHCW9r6rC/yHPpNIK54VkH2Ysj4+O9eM6jLK2+XSPkbGiPKHcU43boZw/PiefBwBmX2ucoJXVd2Qcd46jULA0QVsoc43cDGUMkeGkHKitpY3Bon1w4UvWKj9ve4JGUE4Jx0NZNmSM6LiRG9N+jPc9+UWN63dKY/duyM24xuvnWntXf2srDWjjb06zNys38nOQNaWMwnZjreVYAM7dIs8FcM5ZucFl0lhu54RnolzA+s8BAI5/1DkuZLOV3xwY0wKqbsChVk96iMyiLv19Pn1+irF2lJV0Vu2hAIDRZ3ZPY2SFzWiUncY+OcEYMMqs4/iWE+xolTyrAfc+5HnIWqJ8LPLcmPO3DvP3OK+Uf/XNBmMGXfWU8w2H7jRw4RMElAFp0tev+nIaIh5I6w1rqM7xGybaM44SHhSZXWvneP/88i/WZ89e4cfNbGq1ShlI5FppzSDPR3l2xWD5/EkHZ/OQiXjRQj+O3DTyowBHf00VFg+7o69wkVo+ankwv7kzDH/zJ2TcM1mHa0f4cawz5PgBPqdLvHNMGvv8DGOyKduIx/HeAa+Dej4ypJTpd+cga+/ruTaNbbl2CgBgc9mWaYwsJ2VaMk8H9/ZYhU22JrD/tC4x5zVHeC86fswbjZGpqoyvLo2q2wthbHVKimOD17xvyVhsWTo3jV3S1GstxT5Vri7vf8UZHivxvG0WXunh+c9aoLWZ3DJlWPEaG4/zGHOp0gvOaVzVxMajS1W/z9PPtfuvk+e1eeCrls/HbfTz8bXyhncfYWuv8is5HsqgbDkuqUcC8Guw+W570WNsGiMvrc6dl6SxCRNftPeu8HWeOacMT475opnO15ybVQMAkP31+X7P6+waq5o7+5j9Rh4g4HOHYzV+jDO5GmyoAwAodo/zxgjXa3a1swxnNLV/qPPVEc4Y7vyotTqmvapfAwAon/VAGhu9+mgABb/3cV+g+0jyOmd/4Ryx7BUJX03AfDesNDbgA239syNuNjZgiV0+9lWusrFXviD3XcrHO3+U9eO+07wfi7Uy5qAWkoHrxgNwriLg9SH3fl8TekwyhuGODlPSWJk7LXZ8deca8tl1D3VkI+Om1bnf602X1yzvC7CVk4Vsg9Q5Mvh0fWQt0c+ybijrjc+k/EPy+rTW815vesxjDZDkeu/8NHbvqzkACtZ1snuZL3uzPJfIodZr5c60+XLVqy+msZVJLc2q5etU9WTfuVP2sfsuWgTAvyMAzsRlfQIAlEzgpu+cnIbeuN8As6NLNUtjzBvlJS6qbutUmznOqSMOcN/9f0xjXyTM0h4+JVDnSlvLJ0wdmsa4R1EWHq/XYLrPxZzK4wAAVa7y+xufZXuTpvU8D1+saHlTv6rnEtcn/W7FtVCZwZzbK6t7jPxBQV+m86iwteitFT5GnKuV1zn7ck1S1wfdWSeN1SMf+FU/H3NO6/Xnba3Py7/tPPKvTrHafI7wP9/zt0Oh0E9I8U+DQ6FQKBQKhUKhUCgUCoVCoSKg+CEwFAqFQqFQKBQKhUKhUCgUKgKKHwJDoVAoFAqFQqFQKBQKhUKhIqD4ITAUCoVCoVAoFAqFQqFQKBQqAiq2b9++IPHvRy1duhS1atXywBkPAaVPs9cJ9bvxVa3Ttwm3bTbPIdhVVhjclgYXgAOiCQkHHATbeECOBxPC8dwmu9MQYb0K7iYDXUHIBPLS1AFw+PbsRv4b8wWvGqiYpheAw+RLbvfY28ljXzvJYzQnIUwccCC8GojMamKtgsCfv8xaBUTzPAq4p0mBwrRpjHD+dIfjDxyZCcc//7oEoC7k57lPTgZQ0CyEZgHZY69JY2v723Gby/pxHC8CnQF/3tfO9RgBxHrPaopCESxc56ouaWzVSAOjE9au40wzEwVPs890DJhf7GPA4dNq+kDzlk5bHeaNaULYLkKaW9+Bzg3mZZbdS56391+87F8ryTOa+vmYDzThARxkXkGAzsuNg5+OHwCsLXVkxoeP3Gn1hRBzwPNP4detRxk0ut99Xj+YTwrRn5SY6uxJ5qIamBC6r8YRhJyrIUP1ldaqMQ/P89RVHiOo/5ZHPPZ04kujkG69B+pGY5fjcTEQaVbb5k7uGjcU4HzW2sL8VzMV5v+VMsc2FWIqwnu+e94raazEC2ZWoCYbk88zUPn6Cx1UzmdTKD/ryHkCAmcNVyMPjhFNfQA3JFFjIxo+qUEH+5y1EnAzimo716exxRUrFTgecLB+p2FuULOspuWQ1ple8/IBAMNr56Qxvq/PS2Oa8+TZXk3ylaVZ85bmSVqjmzUS06RENC1Q0ahJYfacOkdPquvBpCBXqeqmBbxP7Vsaymj+P9zV2uXSt3xuzX+acdC0CgDufs3g7q9sdeMl9otC/pm7msNU+Z5ulsOBqzLOzTMeu6ng9QHPe51Xpydz9opnPEZDEs1NPpv2wdqHzJBk7gY3Kbk86b/fyto/41xbo6f0+DiNcW61EMOzaYnBjposcRx0zh49yvptwlQ3JuDc1v0PY7r/IWSfhhDTm/t7vIaeg31/fr2BaezevX0BFG4yQOMuwOeiGhH1PS8Z84bPprHcjrZOJL4kADzn1BSAc5fmBXqc1ire85D27g4wureZRWnf5iXbWjUQYT3vc4/HuI9Uc6nGs2z/uPhCN7lgTdO5U5hBB/dBakbz8pOWS0f291yigQfXFQA44ktrd9w6Oo3N/fR6AECDyl7/uSZoDncf81VyA6XT2Kqq1vc6RjSsWjXP59iMV83IQuc212/1xirztuV63XWe61yr8uRrBOfRxw/Zeat09GutPcX2FzliMJF/XGIydtnzaazLdWcBKLg2sK80l4b0sfPNv8jPx/xfdJHvZY5/395/6UJkSMeP41vpOp8TnSrYnChsr6q52XfvvQCA9VN7pTEaDg7r6sdx/6NrF9c9HSvOsbtHfJ7G8iuUzziOOaxjxTrYbKb3wZGfWh/85Sg/rtiZy5KbqZHGRrez49T8MGelneeYjd7P/M70y7/4cZyf2s+cO1qbaW6mc7HELDNc+qq5m8bQoLJBx8Z+YOJi1WbvZP/sc8CjUpfz8vJQs6Z8KQ39qNq+fTtKlSoFjPsNUPwAsw3etRdo+yds27YNJUuW3N93U+QVfxEYCoVCoVAoFAqFQqFQKBQKFQHFD4GhUCgUCoVCoVAoFAqFQqFQEVD8EBgKhUKhUCgUCoVCoVAoFAoVAR28v28gFAqFQqFQKBQKhUKhUCj0PShrL3CAIQILAHBD+11hFrKflWEWgjwA/xiw2my6gWJnPD3Bg6RQK42ddOk7B6Whr5osAgD0HuyH5Vatay9kYs6+/2UABUHIfPv+2z025DYDvd8w0Y0CNlXIuGwKvFUw702PWUvzE8DBvAqNPnpcJryWYHE1x+D9EboPOOR49anIkALSCf1VcDwNSxT+S5MQNWQgfLe2ALEJeNdrPHibtTRGANwEhH0BOIx5RiOH6H9ygvXvpS/4cYRKj2vnsZsSyLcafRA4rRBqwu5ptjJWzkGzFZqvAA6iL7vZYxwjhdSz7xXQToOJ8e2izKgIEa+25j/ol3sscaasHJKGCHQe3urwNLbssi0AgLNG5aSxtc3zAQAnSa4TvD9jp5glJI4v+2Y2S0M0GtA1nKY2aiLxRTlrFere6wuDr6/NM/A6jSsAn0+aN3xfr5V7nZkiXfO0GyVxfur8oyFJ9ttV0tiya9cCABqKacGjna29Sgx3OHcVBE4pkJsmPaM6eIz3SlMCwPuC46NSMxPWTTV3IgRd6yHvK2eF/zF/bmcD6ms95JKgNY33oOYxBKQPbeGmSHdMNBD9kPPqprFrNi3KOB8NRC5a6DH2iwL4GzxpOTnwoS1pjGOt/UzzBTUBoTmCQs5Z19VUivD1c8QshGYANA1QAxheS8d+ddLfasp0fc8kh057O40tPtdqs66jOkYUx17NoAozq6I019k/umYW1mc0X1CThmqP1gUArL1xURqjKcTQ436bxuaO/SOAgvlKwwidz6z7Op/LP3O2vRBnqLlv9s24Z+aIXoPPQcMWwPtDTYy43mnOPXyrtQmrvsB5nmjk5hXpZODEAtBvyaIC1wfcuEH7lEYoXDsB3wvpFquwukVTINZKNVVoN9ZaXW/5WTU8oNGCmgQN6Whz6N77fQ7x/nQ/wn5UszHmvdZczjHdL9H4S7os3cOoqQjzQGsajQnKyR6Bc5H7HMD3Yl2Gef3afajVLzUZ437ld7/PvGfd3/C+7l45I43dW9nWrF7dJB+SB5nQ++OMz6rhGuuMmhPREWdfWe/7a5P5pnui4e1LJG96Ydo9TwwWEh2SzPOT3/EYjfRaNvX52eAwm5+6d+N6x/0k4HO1bwU3QkldNZJiP/9SN11hzVdjnh2wex96l6+t3btlGpPcPMJammMAbtiiNa37dTkAgDZv5acxmlR16ubrcn5zW5dzFvq+Jf8i6+ecwW52dOSZZtyj5hlzYe8PXeCmPt1vNjOtNkvcTIsmISe+759l/aDZBuAlQ/ft5w+w7x9Txvj3Dz77ijP8OJqwNdiU70GOgS4AdM5ZWT0NdalgxiZqynLhS9bSLBHwvtd5THOxuoPdyInrXomKq/zA5KEOf837fsub9my4TL5YUGPbpi9332iGWVrDWa+G4I401uyzIZjhfjphFrKflZqFTLriwDQLufbZMAs5QBT/NDgUCoVCoVAoFAqFQqFQKBQqAoofAkOhUCgUCoVCoVAoFAqFQqEioPghMBQKhUKhUCgUCoVCoVAoFCoCCrOQn5hmNE+YYsUFDLPrsMwDNxrsJPvZi/2w4pmHdVm5CEBBVl+NhMOxR7AC5Gcow4psQGW2kA3VdpzHyAvUz17+XOa9UGSYAEDjXcbmUH4M2Uzj2nqMrBZlNfE4jZEBo0wecleUWUROkHKbbnzcWuVfFd9lrfKEcusZh2Nxh7VpjM+rHBUypMgwAZyDM+Au5y6yP5QFRLbQBmEOkv2n7B6yZ5QFdPRH9vv/8RuMG3PIHn9venNrq0zPSWMX7MwH4AwhAKi51FpBnaRcwcaz5L8vHPElQplK2YBPXuvBVpMKP/hbyr7N2IAVLvUY50duH+cYnfV8wt0p+//SWJU8Y7Y0+/TlNDajajUAwEFVx6exYW/aa3InAWfnFJavOifImFLe1zWtjA24phDe2PDKxvppN9ZZP6xHZKoBSAtIrTznGLHO6D1xHgwf4fOPIlMN8Nzl8YA/I+cm4Gycv8tqWew1Y6TNmOT8n5wKdv86x8nqU9YouWEXP+sc0BnX2nzXOsLPksGk908uIADkJYhZZY+xVukYkIV11tXd01j+xKEAgKFn+oHnvmZMqIG7FqUxjqny2lgvWTMArzMNnvEaMLrDloznYD/XErbjG+WM79R4pfOdZk+dYvc5p2UaI3JJz/frFcnzfHFJGiu/wg44e5M9D/mnAPDipoSHed3WNPZV29kACvLQUGobAGD9UT5Wla60/jum4tA0Rrae8vH4jFp7yfLTvObc1b4l90s5vczXy5732Ifr7Hlvv98ZVhz0efUXpaGUM1bVFxHOXa3hZMspn478q2abXklj65sbk2r1qW+kMY75snM8N5l/ut4yb5R1lXRzAVbfjizr86ue8rWQ622dh3PSWA7y7YXAHT+5ycbyrgFeAzgvqw12blvOOjtO52edcZaHuvjnwgapbqncjPM1Ljs6jTWeZXWO6+5gYQQWG2s5d7bU2SFX27XWX+g5v2qJsd7uXOnXYl0vbN/U684S6eumM602niusTK15FPcPylosscL2LcdneZ9x76T1kPlKZhngOaT7Je7JmD96nhnNPUco3X91TtYdYtYA32cqL5T5MCXLWbY9krzaceJnaYxs6+uEpdlhlLVaN8mQzU9YuoDn7rXy2UkJG7nY7femsWbzjPV2WFPPrzOSPaj2C/NmbVnn4u3NsvG9oMIf09hVyfNqjWRfKueV+72Bb3m+9C1tOdFmovWz1sqLeyY1sqSw4aZZEa+x3K+fs/nj5N4y751rE+B50OAonwdfXWjzQFmVVz1l7amrPb947mYLfd/CZ2u2y/cD4060lrxXANjd2d7PHuZsxGXNrQ/IlgWAMl9aXbpmqucc+7TKOmc0z25k3ObGa/z+Lihuc0L3K5zb+p2E7NBLsnLSGGuffk+pc1HCgJSCszKpeVojd/cw2F69t7qkMTJTn73Cj+sIq8NHZ12QxjZVsL3dV5uqpTFyDc+UelR6q60ZxZPnBryEHiUsxuzX7ZkGPpWfxoa0N/7mK02cU/3yPsBJnaFQ6Kei+IvAUCgUCoVCoVAoFAqFQqFQqAgofggMhUKhUCgUCoVCoVAoFAqFioDih8BQKBQKhUKhUCgUCoVCoVCoCCgYgaFQKBQKhUKhUCgUCoVC/w3K2gtkffdhP6oUmhra7yq2b9++fd99WOiH0tKlS1GrVi2J5AGo+f1dQMwIck6dDAAY3NvfvjyBQXd43GNPVDSY8NrODiCnoYRCownDfaibx9qNtVYh5wTXv3GqQ61zexjUmgBhlcKlCU1XAwyCigszJFGANeG7CmEvDHpP6K/Cy59pmFxrs8dqJoBhhVUTbv5AD48RLLznEI8R6H/7/R477W1rCR8GHCyvsG+CuNXQheOg0Gb2kR436E5re97nMYLZ2RccM8D7Tw0PCHzWvuUzap/xfYXjX5UYFBSrusqDa07F96l7bzfYca/7i1YpazPWIc+Pdra2xNjf+gEJ+XnKJjeHYO4qmP2oT63VvGEuaW5y7b5HgNM0oMipPiGNnX1zawDAk638OBocfDjH4NevTB2evndekusT5fj7elq7qomDu9fCwN2a82UmmdHI2WUdLM6+0PpAwHalF6qksa/OsXOrwUPz6daqeQDrkRqiDB1pn72jnZ+P77d81CHw3ccaBF2B9IT3616INei2Bz12xbPWam3hfZ3zusc4bt33ep8e3t/6+Z1T/DiC1tVYZV795BwCwn8wqecKmP/0KGtZMwCH96vBCdcEvWc+G8cUAP7fGdY+JXnIWnGpmGGw9ul4sIaqycX5Dxgsvd8CN8FhDWN+V2l3R/reke0Ncl5W6jsNNR6/MfP6Z73ka9fc5jsKHA+4yQBzD/C86XSP58M18ywftL7z2XQdpYGNmopwzbpWPIUmXVvwPvWZ9P7q5FltPGaj14ylyTZDzVGYmye+7zHm15ArHT4/4T6r5zTkAoA+91ir5mFcJ3SO0TRM13TWI51jPI9C9HutMXOPoZXdkIFmPmqKwTwU/5DUGEPXfu5T1KSE66PWSD7Halm6eI2XLvQY+5ImF2qWcOpqa6/fMD+NLd5rZm51ph/pByYPQtMQADgjMcPhfgjw/lFDDc7xN3bVzbjR9YOeSEOVrk5MLuhyA6DfSDPX0D0K+0/3ZDSO0/n85RHWsp4A/uxyCTSYZ3nY4BnPQ9YjNaXgnlHHngYP3OsBvq7ovGs5za6R29GvwX7ZPWigH5hMvMOLf5yGaI6iOVLYc3Q/19bZgSvdXKNvT6sRXx3rZlZ6/xRrqOYc+1SvSzOTSb6FT+f+i+s8N65JDGx0X8rzcJ+oa3vLbmZ0lTvWjX54fb1f7uN0XLgmvCDGcdSeQn5s0PlH1Zl0TPqafa97irResqAAwHEbrZWF4KsTrZaqaQef+6bHPEZDrPVP+T6o0ktm0vP5OW7Sw1rbcpL/Q7lqa8xg5M+n+fmeS3K8wab8NDb6zBwAbsIDuEGH1j7mkBqUcR6xjgFeq3bs8bXj3vvteXW9ZU3R/KeRn+6T+H1G61GXqkkOdfbO+rxssQL3BABDq9v3wWW9/fsg1zs1Yhxf/Cigxafp/8/Ly0PNmt/jd9nQv6Xt27ejVKlSwPRLgeIH2C+Bu/YCzV/Atm3bULJkyf19N0Ve8U+DQ6FQKBQKhUKhUCgUCoVCoSKg+CEwFAqFQqFQKBQKhUKhUCgUKgKKHwJDoVAoFAqFQqFQKBQKhUKhIqD4ITAUCoVCoVAoFAqFQqFQKBQqAgqzkP2sb5uFHDUN+HkCZibs9Y1yx/sHSK0+7c///MR9jKicu7lvGiK4d/yIZWlsSuWzABQ0hyBYWUGwfK3gYL6+9AWPvZ1AdbNvdyjz7JV2D2osQfMKBYYTaEwINwBMvM5aBQLzOao0GprGli0xEPBZN/9/9s48zub6++Ovq8YUky1LllAkEiZ72ddECJN9HSRLsqTIvkuNrZhk35fvoLEl2ce+NdSgiewUwmjwY2R+f5zP+Zxzu8OoUanO6/Ho8b6d+1nen/dy3u973Xm+WrixEQdnAPCGsDNgW8Pa+TlSXJMYm6NUniBmALGFySBAw9q53TQQmIHK2jSDTRfYjAAAfshF5RPC13XB37oNGATfVAH9GZitwcEMetawdn6m/BECHc52jaDDS+rQ/2uocIX13tcHBEKtzQMYsv7OR7510oYCDIHeUsbSzH1TRRp0456r7IYYkl29aWM3dqMVmQP5H5L80Ws+wbE1+D9dZgL/a0ML7muG1APAwvpUaqA4H8dpCRCDmsjzVdxYskoEmr59mcbhzC4X3fcY0j2jqNSJnTSmfCBmIQzqf+ULOYwB8lp1llCpjTd4DC+tJbHwkgToj8/8kxub7wC7F9WT43hcB24WwwhOTJfeD3VDPE+1gQLPWW36ENbSgcmriToiBZl7aIj4S33ICKU6xAhlQgcq9bzjXKXnJxtG6FzAebBnw0A3lt8vEoC3uRP3rzYHYgMFhsoDkqM0IJ1ziTag6OlHa0H3NLIWsemBzrmcSzU0fVQ3KhvOlxg/W0iR8m5sxKoNALzXCTb94HsxRB0Qg4Lac1SffvwWlSmvuqGQ42TA0n205K9+AwiozuMckLz9eR2JefYG0gvt7HKEkn50RTEoyNO0HwDg9MRBbozNGbRhBY8NPb7YSECbOfSsRPOO55w+d8PhNm5syjYyj9CmBSw9/kOLkLlAi4NiLsD7Ab12cB16Bsua2WYTzV+9b5iRxckLevF3NgQz295wQ2z2o/cmfL+59fzdWHQBOke3FY8DDdHndUnnKn6tjXuK7PF9tv4DvarpFdPncjuz6Yk2QZhbifJNdBnJN3kOOf8Wr1zYNtan9/cVknNHvkvlqSzyb/cbK5CRgR4PPN9b95Gcf6wC5XxtAMD5UM9nXkP0+s3jS3eV3hey2CREm5lwztP7ljwpIunF9JZuLKoJxfT+kHOZrh/7RGTcK2YT1ffTPNJr0tFrtI4ExolBGY8/nSP52R7/WWKxa8mEJlnNcDfGhliqyggYRvma8wMgxndvj5XjuE11/o9cSvO9VCWZ79zXenzxuOLcCwDtpzrzI06c6NgA6FSMrJ/ZUtOznwK1lc43bKozd/8IN7Zmd08A3usj539t+NG8pmNGpjpm5WLKI9qciNdCbS7I80nfY1wOau8Wl6W9OW9fSC/Hcfvp9fGLV6hkwwxATEJWV/U9V9eF1zs29ACALdd8TTF4nugcxHOhejsxLOp+mOqvcymvWXre8WccnTPyt6OxFLZJxhI/Z8aaU+RA50G7Qz73sInX3KYJ7K+/lEY43ZKeSa+3aX+mXHLuidtuLGOleQCAXYcbuTGel7r9VrY8Ry8mtZVgl3rA8ebu/5pZyN8rMwsx3avsF4Emk8lkMplMJpPJZDKZTCbTf0D2RaDJZDKZTCaTyWQymUwmk8n0H9DDf3cFTCaTyWQymUwmk8lkMplM90EP3wIesL8MxsO3/u4amJTsi8AHTGcbRAAgrsLRpFxoKAGM2kOBjCoS5CvPnGJuaPcy31OvpqSy+XvCHDm9lpgjzMwAhB2huR0uC0hB7mqX7EXXaDncjTE3Q7PomNejuXe9h1JZU9Uzyxkqq1TrLuc6fJJ0NWe4sRR7vK8BCC9EX4+ZHzqWpzexBvvNl+sFfFkKABD78hY3NjWYSuYK6edgDpXW0TjhJ53JTPykE9nlfWYBaR4Hc23GBQvP6kJ64ozNLevLyym2RGLIfhIAcLqAxw1pphDg3aeH8lJZ4BuJMZdM80Vy7iXW28qmwnpjnqNmuzCzaEs+BXLhC+1RYCsT0l2gPtLtfCq7L/slzwRiA6ZRc6f6EmJmpbs6140xC2jKEMkkzBvauizKJ9ZqmlyP2VqazcZzR/MrmdukuZmRmYmFteYdYe1sc3JE32XrAADN1eRoc3gDPcNxqRNfV4vzzKdvSoznRkLcTs1WYp6XZoMmy0Asrptqk8Q8qEZdi7uxHM2IjRb7RKwbCyjoDHYII5BzwBLFicvg8Ow0O6tZJZrHtZcec2OpXyFO0EvN2ruxzofp2poblXV9Hp+HO1aCnkPzRzl/MO8VAK6k4vci3RjzlXS7MGOx0ZhMbmxNE7qHZiAx/2p2U4kx+6jvQPljg9rLiA34kWqXMw7biPMnIHl4OHq5scaLaM2YUVMYp5EVKefsKbLBjXHO1XmYOVW8JumxXHtgIABg8AeRbuxwbrrXdMXKHMV82fEd3NigmpRfY1MJd4vvpcfSjRJ07TIRwrNb5+RXzUOLHUmsMB6jQMIsW25vvU4xI7PSOn0uzTvdtszvG3F4shtrPZbG4bHnZVzz2sB7AACIL0nj/+0xEuMcoNmSrgpKXveLi/aqOwBEjqb6BTaQ48LrE/tMr0U8Z3QucNtNQRFf/pLW466j5Tge/5rFxeI1FpA1WvMemW+54aDMxbC1NBcvp5HjmPelmXqNOtEeIegs1Yn3KgDQYhXNIc0NPPY08bmuphRuIHPL9HjlnHY8h/C8mCv35ctyXMAYYkBubSL93HYSlZrhxrw2PZaK7aA5+9RxxQy74Kw/DZqoytAC395PmGY8Dmqp65XrRDy5FHX/J8H91CAt9kW6Ie5nnkOA5HU9vvg5ttaXecc579QmYeMyv+5sXVlP1lWkMv+7wpBe9TPt7XQ75ztIrLfu+WSfFpaaBmWWYbKexXehZ/ekP+fGRn6TEQDw7ki5Hq+ZzA8EgMiuBN/bMlHy3On6lHv0vHvGmTMeyB4gOjftEfS4WtaDyrqL5XmFqUdtpbmrnCML+vV0YzydNMuT96U6xgvAmveFF8p9pTmS3Keaz72zJD1H+3qyF81UktrbT40b/2Caa8e+kPnHeUFzM5lprNefhPYjG1AeAJCs7AY3tr4ClZkVnxt+tIjoNXPLJqePcsimNn6087lj1edubPQteibNFWVOqWZqck5mZjgAFyiqPkYhaA6tGTPbtnZjnzgo+YaKe1qsIDEEay+RNuW20mt11knEG47uIrzh+Ied3KOYqcz8K6qwbVxXzTxfmQBYtvezzTE0Ad6syWR6sGV/GmwymUwmk8lkMplMJpPJZDL9B2RfBJpMJpPJZDKZTCaTyWQymUz/AdkXgSaTyWQymUwmk8lkMplMJtN/QPZFoMlkMplMJpPJZDKZTCaTyfQfkJmF/JfUgMjK0dtLuKGY1AT9dXi1AATafCG9wIdXVaOSQdoAcDM5lR+9IzEGyoZfa+TGDjpcew3adnjOXkD/RfW8rwEIqLjBAokxbHuO4lfztfVzsLnAG59JbOfIMLr/sCA3xuBzDVc/VoNA0tq4oeB+AoAzBFjX9c1PJaaB56zFdakMyBLtxtgwZVxTAeHveplA+Bp6z22Vo6ZA3edWIpB/nhgBZ6/MQeYu0RWl3+p8QxDhRQq4zuB2fjYNnua67yjhG9MmI6G9qZ6vKBAyvz6QT2L5czhw4oPPwXR3XUxPMO2LiRwXnZeOa95b3ELaTyVDBg2m5rnTcbzElr9KpWLto9A+KjVsn+fChz0kxmP9IxV7YS+V2vAm2zUC3+v5zvD+EdUCAQCdXpX3GGSuDXJqjydDBjbAAcRAYXtJOS7rSV/Afd8+BNouuP+GG+OxHjY/TE7+gpLP0N4C5Ob8EbJAYOgMk0+pckGb4JcAAGlTKEi90/jHCksPlnbMHBbWl8Oe/Y7K2CdyurEFN6mM+kTMR3ie5j0k5857n/JHQ5UPPQ3mAQB2dZSc+/KXVP7wtBznf4XaxR/SLgxXb13tdTnQGQ8h2wXyX3kFnbuxqpz722sAGlQu/dG8HRkoeBaIq8K8xXRtnXtaZxkMAJh5sK8bS++034c9pE25/b57Vs5ls4dQCGB+XDui2Ics2wAAGP5KoPteuuyRAAR0D8j45z4DZA1J10D65eJiMmSISS2GDHyds5nl3I/fonJnFjFvajKHxnP48c5yj4JkPKDn1RfOestjXkvPE+5nbUwVuIP6alwP6auwJvT62hIxLhn3Pq0ner1lk6BrCiD/vmO2pde1PUWo1OtU9SLUfzdaSf/576U1yT+3rEk9g8mIIX+cmIfVctZ0z2dt3NjGOtS+S2vJPTbEVQEArBkixg2V59BaeCG9GG5E56a8sKqajEM2Dtm5qp8be+lDcuGYMlUMwFpPo/xaKkIA/IcdCL7eX7ScTqU2QmlzkK7DbaXN0NgMJrya9EHwVOoXva/ifQ2v+4Dkdde8A8D5b3yNI9qA2kz33/SWVGrThxwnqNRGFPxp4OgAcTII6eq0gepnvo42ieP8uruIxPiAnnGSIy9NJNOC+spEgk0mpimTHjbB6fSJxHif9tJy2S8h/c8AgNB20lftJ9Iznegic9b/LJ3TebaYv43rMBMAMFklgXOzaExObCf7tCx+9DohU6RjH2d0Y6kTMFrjttd7y36fUC67nEbGf9Y+lLfiO0qd2cThWHp5tt3O3lznGR6Tj16XGOcDbcDCSshQo9soKrUHxBevUBlSsIobi25K8+63hnOA9/ji8bqzqPqtydknqE5qvvzUivaHcQ2qS9BxW8msch/3fd+harwWpMl1IrvkG66DXpM2zKFxqM1yODezCRAAFG9FfbAleaAbq15ouM/15jv7lWPbpF9ytiXTjtzBspfgXLpHzQnOC2lj5DmyOQYw487LGhz7OK2P2uyIh2mx6WLiWOoy3W+gMhDhPtd5af8cauc81cTgJ6gsrUGOPwg9k2Mc9c6HEuP8oq/nOhSVUYvlk+EwmUz/PNkvAk0mk8lkMplMJpPJZDKZTA+UvvvuO3z88cdo2bIlChQogIcffhgejwdDhgxJ/OTf6Pbt29i6dSv69euH0qVL4/HHH4efnx/Sp0+PKlWqYM6cOYiPj0/w3OnTp8Pj8dz1v1WrViV47oMo+0WgyWQymUwmk8lkMplMJpPpgVJoaCjGjh17X671ww8/oFQp+muVdOnSoWjRokibNi1++OEHrFmzBmvWrMH8+fOxaNEiJE+ePMFr5MqVC6VLl07wvaxZs96Xev4Vsi8CTSaTyWQymUwmk8lkMpn+DUp+E0h+O/Hj/krF3fpDpz3//PN455138MILL6Bw4cIYNmwYZs2a9Yeu5fF4ULFiRfTo0QNVqlTBQw895L63ceNG1KhRA8uXL8eIESPQr1+/BK9RunRpTJ8+/Q/d/0GSfRFoMplMJpPJZDKZTCaTyWR6oNSmTRuv/0+W7I/T7XLlyoW1a9cm+F65cuXQs2dP9O3bFzNnzrzjF4H/Fnni7/RH0Ka/RJs3b0aZMmXc//+wBJA/Lb2uvtwZ5OyiAaD7CYLIJr8p12DwbWzbeRJc0JDKBvMlxpRxRaEOeq8YAIEFAwL594JLOxBhNg0BgBe3eR8PAGkuU8lwX0Bg3xpgPdDhUTNAGxCgvoaS93CgtRr0O7wewcZPVxCgc9a9BAyPLiPAcIZPa8MPhk9reDPXVYPj2UCBIfSAgHsHCkvbBTXr52VzhjPCxkd0eoZVC/Se2++gMtdgcLvDSwYgYGgNDmaA79WUEuM+0vDwDBeo1AYe/P5oB9hdd7G8N6sZlZUSyI8j35XXDME+oDxA1laiMiSfgJ9PtyVIcZazcpznGwd2zJRwAPlfJMh5VNXTcuBZ1YC/U41nE4B5btN/b3qb10Bg1Ty1ay2V93nc6/HPY0iP//Y1qb9C1q50Y/UWUcnAcECg1xrg3mUMlXpO8LW1IQkDqXmO1V8o7612uNOvqxiPP50zOLekvyAxHq/N1D8KMixb5y82JeLnAsSsRxsA8FzUIHzOUTxfAWDSG1R+3ElinWsSVD2yhxgZ8FzTOZKNVXRu4bb68Qnf+4a0Ejj+ubyUPzQEnk2bdN5kQxXdB2xCoPMcG7Xo+nGfJtQuNz7p7saSdQ0BANyuoyDhDlU9tr6MJR43GkTP41XXj/u3UZwYulQPJlOn9z6Q4zI7uUSbKfCzz28osbBqAQCAKW8TAF3n475dnTZVC+m5p+m40pvluAvpqbw4W8w9mITfeZWsP5y3I88LWN99OLV4rfmAxkbJ7XIYm1lps4TkzjxlML1+tucO+FQF5QaWd2PtD24AANRcJsdx7tbmHjy3QkfLc2xNT2vrSwPVc/BkqLHCDY17rrLX/QEgT+8WAIBkzcSQgeelXk+4WbQRChtw6eN47ddzkYH1GlzPOWByvlJuLNmLZNqh18KTzrxj8xNdf90fPCf0POG54JU3U48AAAQ27OnG2GTLf0cgAGDwokj3PTY8y5NPzZcldQAAa6rKLzbaTqLyaC5Zu8LqUq7Xfcrrt85z2viFxfNev8fzj+c6AAx7n0rd3sWyOHXVg9OZFCu7yLjhfPSJyoen4p6i4zoedWM8x/Weh3MzmxcAwMZFZGrAOVqfO9dPGRs5c6vXfLkH95vekw2qFUgv1OKxsQkZ97yt/tKM57vOfStfpX644SfrLecgvbayf0L+dvIc87bRc+hxzW2ktj+uIZX2XuB1ovKEPG6s1yJqc73v4n2zNgu5vT+QXhT+GgCQ7JbUndfvcZXEdKL7KjLz0TmV25HbBJDn1eOQDYt+OljejUW/sQGA97BpOpvK59S8muUYsGjTwNpLnM89epFznmNjGXkO3svsKySHsSmfnvfclwtULuX1Tn+u4PGi9ze8RkenEMOnqJdp3GizFd4P689HfF9dl8DxlKNWDhVzIm5zPdZX1KAy65zybmxj/w0AgHIHz7mxYynIrCaz2l9zLtV5oVE++iLjqWaD3Bj3L49vAPC/Tu1748xTbix0JM0tvX7zc47tIrExhYGue+X/IyIi7vhnk6Y/X1euXEHq1KmB5aWBlA/Yb76u3gJe3YyYmBikSpXqD1+mZcuWmDFjBgYPHow+ffokfsLv0IoVK/Dqq68iefLkuHHD2yRv+vTpaNWqFVq0aGG/CDSZTCaTyWQymUwmk8lkMpn+yfr+++8BAJkzZ77jMYcPH0afPn1w7tw5BAQE4Pnnn0etWrWQPn36O57zIMq+CDSZTCaTyWQymUwmk8lkMv2punLlitf/+/v7w9/f/2+qjejatWsYN45+zV2vXr07HrdlyxZs2bLFK/bII49gwIABeO+99+5w1oOnP/4H1iaTyWQymUwmk8lkMplMJtM96Mknn0Tq1Knd/4YPH/53VwkA0KFDBxw9ehRZsmTB+++/7/P+E088gd69e2PHjh04f/48rly5gl27dqF58+a4ceMGevbsiWHDhv0NNf9jsl8EPmAK+AVI42Awzj1B3Jipwf9z32cWUkhN4YZcepK4IW0nNXJjYzfR6zpd5drM5rl9WZhT9TpSqdkuzM3RTAjm3jHnAwDKOjyTltMkNqMSsTRKHT/lxvgczZhjRofmcbD0ffVrVqbU9LxPnpTYmqo/+dzjwx5UarYet59mu4QWKQ4AGHF8pxtrOZ1KzVRiZAlzSPR1NJ+L78dMGwCA80vhcTWFvTGuk/NwCpgTX4BYLTcV34MZLZr5wffT3Ks6S6jU3CZuP24LfQ7jcjSKJcLBVWqmDbOkPntDYu98BB8xZ/LFLMIHy7qE2tYFlwBAAYflkOKqG4qq5kBHNBfQeb/7wAA3xG1/tMIxOe6EanxHCbEB78oN/OZ5eT2xHQAgMFhYPw76zGt8cUwzFnmeaC4MM6xudxknQYY0LVBQs98pzbBijKhm1Og+Z/EY+S6vxM5mpv7Sc437V/OBxnTxve+GgpRL3h4r7Evmd2neEOeeUd2o1GP56SNU7i0sMW4znR+470ernMaq3bu4+7pKDM3jr44LWDhyMTEomacHCAtLIViR4bxv/ZhP13yS/Etl2U3EDGEWHwCkK0L8N933PLV1fuC5xcwwQOZiwOZAN7by/UgAQEgnmSfMMarcTTicbc5Q//GQAoTNNkztYbIudBhqCnQ2Ba0BePPDmHOmxxLnjLK7Q9xYwQJUprxa24194IwhngeAN8OJ9flrVLaff8mN5d9McNyVPYLcWO4ufA85l8eQ5sRxu4SlkHYZ/MFKr/eGd5P+O/fkRa/3AOmr6CySb2KfIG7g6K4yd4s4ddIpLXJbewBAUIZQN/bWKhoPcSqXctNXXq3+DdaBwp35srUb2pDbYVJll0WuSjDlL80v4znLXEAACD1MfbS/t/AcmV8WUEnx6ZYRvLfzGOFu9XB4jseaCOeSGb+dudMAnP2YyjyH5Dl2lSA24DKVR5gbq1mQzDHVY47Hq16rt/jRnJ4zUdblnBOof5/KJ2sM56MWh+Vf5ts5uY95ewCwz1nnhqOXnJuDPnjwmAKEG6brwm2u18WnviQ2YGQPYVp2GUNjt83uSADeczLPXhpXpfbJfKnmsFUrjxVeG/bToOw3QPplosOT0+OVx5/ms/ZdtQsA0KJTMTeW9xCVvRUbsXtXGl8BcbJP4+ctNinQjUU1obqmVLn5cG6aO7xHAoBDeb3rBACnilIi1MzBob2p1GxjHg+X+sscc5ZgLy5r19FUjveT/fCry6kc1luO80wjVqXXjdfSAFwzfzJ+K30Y7514HQCAF3tTP3RRW5NWzp5Xs2nzf0hjM1qt83mGEs/Qf7rUeUIHKjXPlJ9Xs97c/aMCaQ93FuHIl4WFzZxH/RwprkUCADpVo7qfbSvvuWNdwRFfTEPMT73ucc7Xe0zeD+s98JFcVK6ttMGN8ecJPYfyp6CxeSm1jE3OX/oemc7T554jpSPd2PF89BzX1L6d+X16vf2qkpOP1ESZuZY+L+i1Pzo3HRf9gSSI2ikp/+r9DbP/DueWeZK/E+X6cVMl1/N+Re/5q4+hz2iDZwlL81gTylGFFUuP56Ue61l/oLUqz/ENbozX42xzMrqxnP2n0Au1eTs9kTiAnHsBuAuo5o4ObEptmlvl/zMO+zGsww43tv1Dut8rX/g+27jl0s7Dh0lONpnuRSdPnvRiBD4IvwYcPHgwZsyYgUceeQQLFy7E448/7nNMtWrVUK1aNa9Y0aJFMWPGDBQqVAjdu3fHoEGD0Lp1a2TKlOmvqvoflv0i0GQymUwmk8lkMplMJpPJ9KcqVapUXv/93V8Ejho1Cv369YO/vz+WLFmCUqVKJX7Sb/T2228jffr0uHHjBlavXv0n1PL+y74INJlMJpPJZDKZTCaTyWQy/Wf08ccfo3v37kiePDkWLVrk84u/e9VDDz2EZ555BgBw6tSpRI5+MGRfBJpMJpPJZDKZTCaTyWQymf4TGj9+PDp37ux+CVijRo0kXe/nn38GADz22GP3o3p/uowRaDKZTCaTyWQymUwmk8n0b5BfHOCXABf975Tfrb+7Bq4+/fRTdOrUyf0S8NVXX03S9fbu3YvoaOKCFi9ePJGjHwx54uPjH7AR8t/S5s2bUaZMGRWJAFD6z71pdkXzfu4AAKBFA4Gs13SAsdo8QEN/WQwW1vB+hmPzNQCB3OrrMcT+iR8lxueEFRFDjdgCRwF4w4TZ3GLbixL7yIGDf58A/F2DjRnunDpGYnwdDQLPv9dhFagHH/E+QYw15DkyHx03s+0NN9b8Q4KDZoIAncd3hI/4mfYUkRhDybVJA5tRaOB6oX1U1l8oMTZz0JBg7g8NtWYYOh/HRgWA9JU2QWDTCd0HDOovNkdMaxrvpuSnDR74/rUbNJYgk6S3qw5MQOkuEMQ4+wmJRRa2dOWq7iJ57TR62Ccb3FDQGALCx+aVn6fzuNJjmMf9B8rtnsHQiifumsZoUw+e0xoSz/NYj8Ogz8hUpPEqAs1riD6P/wEDfGMMiAdknup8w6B8PTemtaJSw/GZHc5jHwBa16Oc12+3QK55rmkoPz83myYAwJwmVCqfHzcfvq/MwnhOlhD2NtZXoFK3d8P5VNZTxjNsGMQGL4DkTQ0lz7mCjAZOV41yY1m/I2OCAMTit+K6AzIVtWEQw9+1ccm8DyIBAI02nXZjIQ2zAvCGtXP76TrXc4apXkP4tTaM4Nz35kSJPenMfZ17bn9AZg/R08RhjseLbnvuj5PZqfQsEZMG1PkcAJDsloDSrz9KpTZ24THc/kMxEOGkW72TrJlsKKMNVhj8HzxVYlxPPf+02QMr4ze0hiTLIGsI972uX2hZ375nEH2ZCDmOjZx4LAMCuJ9xvJ8bm3mYQPNs5gUAnXOQ6ciu+WIUwyZZek3n6zlbCgDSb9pQieuQ0Bwrq+q8zVmD2EgBkLyhTXCazKFSz21ebyuuk9jOmCoAgBFrxQglITMfzl+6ftxHbFCg66zXO+5fHsv6+PDD1I5BOaQd2eBB+fe4BgV6X8BGB/oZi31JOTVonRg1sfGGfh7e6+icwf2in5HnsTaEW9CASm0iwX2pr1d6M5XaqIzbQJtYcA4/m1lifD+9T+P6jZsa6cb61Q0E4L23LNaJjEG6X5jhxrhPl9SR49i8SJ/L5gx6H1l7IN2j1xdyXzaXOTZR8k3OsZRLtPlO7Hnat5Y6c9SNsbnGuG3z5CaOG8WNoYPcEK9puv0Cl9D1yh+X623IQbFzJST29A/O/b943Y2NiyBzEh5DbOIHAMdK034g5wnZS81rQHmw0XRhdGW6THvaH1VfsYYocxbOFbr/eL7ocdjXj/JM6Fl5bu4DNjzRMW3uwTlU54JxwZSTq2+SNW7lVDLuCYMYTnGuDSsj0H7/ND951RMAeh6nPhqcW0wXeX7oPMdjc3JB+ZC/sQcZGmkDnW8cM62AL4UzFjaazEKCpst6MuVtqn/rlMpMznGiW9lD8job1Oj9Opva6BjXVX+e4X7Qc5ZzuM4B3YNpPUmWT+7Lnx30Os/inA8Ap3ZmAILEZSciIgKlS//Jn2VNd9SVK1eQOnVq4MsSQMoH7DdfV28BL+9ATEyMl1nI71XLli0xY8YMDB48GH369EnwmE8++QSffPIJihcvjpkzZ3q9N2nSJLRr1w5+fn73/CXgtWvXMG3aNDRv3tznF3+bNm1CixYtcOzYMZQuXRoRERF3uMqDpQdsdJhMJpPJZDKZTCaTyWQymf7r2rt3Lzp06OD+/5EjRwAAEydOxPLly934kiVLkDkz/QvGhQsX8N133+GJJ57wulZkZCTatWuH+Ph4PP300wgLC0NYWFiC950+fbr7+ubNm+jUqRO6d++OF154AdmzZ8etW7cQHR2Nb7/9FgBQoEABLFy4MMFrPYiyLwJNJpPJZDKZTCaTyWQymUwPlK5cuYIdO3b4xE+dOuVlzHHjxg2fY36ry5cvg/8g9tChQzh06NAdj9VfBKZIkQJ9+/bF7t27cejQIURFReH69etImzYtKleujNdffx0tW7ZE8uTJ73i9B032RaDJZDKZTCaTyWQymUwmk+mBUvny5fF7aXYDBgzAAM0dSsK1ACB58uQYNGhQ4gf+g2SuwSaTyWQymUwmk8lkMplMJtN/QPaLwAdMPauXwTMO05bBuDtzCOSWaegbD7d2QwyD1qDynts20gsm7wJCe1Xk2377CHZcRMG8aw8jYOy5CgKMZQiuBtB270Tg4habBFzscJBdMwlAYNrVBwhcN3THZQDA1grRboyB/x+9I9fjZ9KPwUD45YrrySYhefYKhLfFIoLwarA4Q+oz7hBDkmQ56H7a0GNKB/ppsYYTMyS754sCnc+UmdpPmx/EZyYQ8eMK4MuwajbeAASYrWMMrtZQXwb96jbg4xhIDAAxqakMmiPA560V6Dk0EJghwQxo1lDtlFepZDAxAJSrRZDzwEoCOed7bWwp/VduPf27Qu+ht93YS8Ft6EXTSfi9upie/rXmYiLHPfAa6gxA5QAzLo7aVAPhuZ83VEzgX6kK7pPXDRYAAGKHCry8jjNOtXlFJj/6qbwGWLMJCM9TQPoyrGI6N9ZnCLX6jwqrwWNIg+NZ2vygeTuCYx9rssWNVd9O1+P5p6H3k9pSOaqbxN4dSeVzqp487zXwnU0uNMz7y5ep1BB4NnPQKt5upVedAOkDbarAAHd9Pf/lZDyQLZ8YD7CxSULGQD8/Lq/ZREKbOXC+fGGvxCIzU95vs0wMI7jfNGw/qj7lad0vyVJQ7ltfQmIMpNfGLtwuX7wiMYahn6sa6cY4X14qnNWNzb8GH3G7uBRzAJNW0XWy7hBgfejQU173AqQP11aUGBu+8LgFgBoraNznGSB//hENynlHj5d3Y6ebbAAAzGpK/x/bRMD+j18nOP6c+qru62jcdt8u45YB+NGFBUg/uiuZhISmkHvFDKN78bgFJJdqAxOen9pAIeMFmu9tPhPjkugy1Oe6rxiYn/ZFMbdZuYzqkjXLLjcWVbEY1Sm1nPtSHzou6Jqc68LfuaIASm6nMq/+K5mOub2Ph0DitQlI+6VkJJNpr4yRn4YSAP9Y5s5ujM1tdBKKKkBrhmeBGB6kq0SGBz8r46ypjhGQzpsTHGRQuSWSv66mpHyjIfrIQmNSGxjwnNFrK8urjxaWpxdqXGNRPQDAsDPy64DAHc7a67iEtLjc131v41JaP3Wu7NyV5lXnZbLn4XykDc2CslA7rswg7cgmITrns1mINk9iI6KExpJuC75v8ps+j+jVPjwndM49tZ/GV7uJMr74fW2KxHXlOgFiFrLzrOyreK6emR7oxrY541n3S1BKMgl5RZmhsVlUjw8lxs+uczPneL0WJisYSfdVyy1y0w1zXhvshvyrUb/GTm0vxzkLk74et+mxbWJAMcpZR974TI7jvKFNMza2pDHB6wUAbC9JMd3nsX405trE/M+N8bjiSTuuh/zZXM7cawAAQR9Jvmm0j56t+D4Zr7yOllbr1JY9NP6q5xZjC55Dh/LKcWxCpeuJs5RntDEVv7/hoLSjX9FQAN5jjk1ruASAwR9QTtbrcvT+IK/7A2K+E1xW1tHqqyjn5mggbdAvH/XRvufkXK7rjLLyeYGTX9RomfdsWKTbgGOhs2U94fTRfpasJ2yqc+y8zO3MjmHWo9flevw5ofvlKW5s3jX6HNhWba9/cbwXlqr5zqZXek3oM4RKPU/aT6S9hJ/6nMd99Nkbvte7mlJiaZeex0CYTKZ/muwXgSaTyWQymUwmk8lkMplMJtN/QP/oXwTu2rULO3fuxK5duxAVFYXz58/jwoULiIuLQ5o0aZAvXz5UqFABLVu2RI4cORK/IICzZ89i4sSJWLZsGY4dO4br168jc+bMKFOmDIKDg1G2bNk/+alMJpPJZDKZTCaTyWQymUym+69/9BeBFSpUwNWrVxN879y5czh37hw2btyI4cOHo3///ujVq9ddrxceHo5WrVrh0qVLXvEffvgBP/zwA2bMmIF27dph/PjxeOihh+7bc5hMJpPJZDKZTCaTyWQyJVkP3wL8fr8pxp+qh3/9u2tgUvLE/xHbFEc3b95EREQENm7ciD179uCHH37Ajz/+iKtXr8LPzw9p0qRB9uzZkT9/fpQoUQJVq1a951/m3YsCAgKQMmVKFC9eHIUKFcJTTz2F1KlTIy4uDseOHcOKFSuwZYvwGQYOHIh+/foleK3169ejWrVquHmTACk1atRArVq1kDJlSuzduxdTpkxBTAxBW958802Ehobel2fYvHkzypQpoyIRAEp7H+SnoC0Mhcv7ne/7ccquutPHVLabKDEHyBTZQ7hWzHEprNhUzNTT/B/mmWjGyhM/el8DANZXoJLZMoCwxZopjguzUJhDAgizhfkTANB/oPc19P00rmdgfyorvygcl9NTiXeySf2Ik5kt+lx+v89QibnMwSX5JejASHqdn+yGmG9TQjmaM6dHtwuzNDSjg59TMwyZH6TZPXsLU8nMEUCwTprbxKyRFIrdxYxDzVvh18xP0uwgBz+XIAdOx5hh2GGCxAo5XB3NyGk+gZiN2S4LE+VUXuf1NQGMZDtBrJZTQ9W84gY6/IxvZRJQwBXhvcTWd1hFq165w9H/fFVfLs87pguVESqV8LjW85jnUb1FEsu5Og8AID6v8B7fd+aCZmwx10kz9Xi8zm4qMX6teUfMFmW2WGSKPO578/rTffW44TGs5xAjFnWdch2hUjM6memnOVTMouP7A8Dnr1GZs5nkDIYX5s8tPDmeY3OayGGc+3Sdoy4TY+5cHVlzmFWkOU+c5/S84+fk+QfIfNNznF/rHMn90Si4ihvrt01yPItzyvRWEtvnMJA0k7T+Qip1n3Lb69zCa8JNteysrkqlZv+NfNe5VyGJfessY+8oPhFzIzmPAZLnnv5BYpud5VG3gZvDh0isyB7v+2tu7eU0VOrn5jGadbq0Y/4sX3nVFwA8dcMAAOOyBOG30vdgnpV+7ucO+B7HY0PPF1629fMwL1fPCY7p9YLX6LRjWrixEQeJpabXAV5PmBen66U5nMyWXFrL9zjN3uR+8z+keFrOIA6ZKLmFxxLPUwAo63DI5isGGPeHXvd4Tuh9A/MC9R6BuYz6HrxH0NwyHs+ar8xtr8cX10Wzx4Y3pOeMrCN8P92HgPDJAJmn+l7MCZ2m5iTzefMUDJOgk3z6fSBczEE5qH93fTLDjb26nErNHWbWoN7zcL7UuaXYpEB6kQBgMLSHrN88n47mko8O4zrRWpQygX+XZ+4kALz8JZULFZvzpeXEdgztLTRgnicV1stxnH91H/DY1Zyzi/vL0wsFoq2yjeqv24DP1bmZ216zPnl8DW8nDMp08GVQcs6LTSHEpRaziH05o6Fwm5k/recT7wE1k5pf89oOyN6S8xcg86nciyPkvvl6ApBcv09x+XgN1H3Pa9F6xWd93VkH9F6Bc6pu788dxrRneXU3Nm8W7b8avReI3+qp1JHuax4Hesi1z0385Hm7hUndqBOtrZlyy9p6JBeVPOYBYMMqaoMR6OnGeL5rnh3nQf1spTdTeWqZ8Aobp6b9qM4tnPt47w8A1TtV934TwMwhlPN0vuY+14xTztd6LeL8NWPiVjeWbeFLALxzX/5OilHpqHYW3zpHjXK4gjyxAMT3oPa9qnjIfF+Fs3bbTe+npgZT+VVuyfVv9ziKsWqvGRERgdKlf/NZ1vSX6cqVK0idOjWwtggQ8ID9cCn2V6DSHsTExCBVqlR/d23+8/pDvwjctGkTpkyZgs8//xyxsbJB0N8p3rp1C9evX8fZs2exc+dOTJtGK2yhQoXQrFkztGzZEmnTpk1S5bdv3478+fPD4/Ek+H6vXr0wc+ZMtGzZEvHx8Rg8eDDatGmDLFmyeB1348YNBAcHu18Cfvzxx+jUSXYbTZo0Qbt27VCuXDn8+OOP+PTTT/H666+jYsWKMJlMJpPJZDKZTCaTyWQymf4J+l1mIWFhYQgMDESFChUwe/Zs/PLLL4iPj0d8fDxy5syJEiVK4JVXXkHjxo1Rp04dlCtXDgULFkTKlCnd4yIjI/HOO+8gW7Zs6NixI06dOpX4je+g559//o5fArKaN2+OV18le9lbt25h1apVPsdMnToVx44dAwDUrFnT60tAVp48eTB+/Hj3//v06fOH620ymUwmk8lkMplMJpPJZDL91bqnXwRu2rQJXbp0wb59+9xf/RUoUAD16tVDyZIlUbx4caRJk+aO58fHx+PAgQPYuXMn1q5di/DwcFy9ehWffvoppk6dii5duqB3794ICAi4Lw/1W+XPnx/LltHfuvz4448+78+fL7957tat2x2v89prryFnzpw4duwYtm3bhuPHj9/XP3U2mUwmk8lkMplMJpPJZDKZ/izd0y8Cy5cvj8jISKRNmxY9e/bE/v37sW/fPvTr1w9Vq1a965eAAODxeJA/f360atUKs2fPxrlz5zB37lxUqFABN27cwMiRIzF69Oj78TwJ6vBh4TY88cQTXu/98ssv2LyZ4BCPPfbYb3h93kqWLBmqVRPAyxdffHGfa2oymUwmk8lkMplMJpPJZDL9Obons5CMGTPinXfeQYcOHe77r/a2b9+OQYMG4cUXX0Tfvn3v67UBYNmyZahTpw5+/fVXPPLIIzh27BgyZcrkvr9jxw6ULFkSAFC2bFls3LjxrtebOnUqWrduDQDo0KGD158L/xH5mIV8nhYoQfT1PDE/AfCGpyd3fEE0gPZ7x0tBg28ZqKzh7l+BIOghqwQk371ZIAAgWcFIN8YA8E6fyLkMbdbAWAYqL64rsWYOQPfpIxJjYLcGdzOMls1AAPFB0WYE/FrD0BlIrU1AGALNYGxAjAySK68Vhh1rkC6DkpfUkRhDvzXomiH/ui76OqyuznfabJ6hn0PXj4HLY7uoOjuwdN1vfF89DrjNdV0YLK/bj8Hkuq342gxA1/3HOvCcvOZxpevOTGTF43bbUUPWuX12llRppq5zwcXKUYbVQAZY4HuNAACRhe+eopLdIjzA7YcfMGes+6EIgi23OCyQ7Bl+jQEAU9bOdWMMPNcQ6r7NyJCj9kEB9TNEXsO+GZyt+1L3IYvH2twIMXQZnJ5g1XpsvOXkjZvKXIbHAdevebXG7nvjttNzdH43mxuLz07ICJ1HuO56fLNhxTfKzIHHuh7XDIavvFr+7av7aAK562flOVRPQa+XKlMPFrefBq6zMUDO9QLQDowhI4FX1L8Z8fzTJi6cz7WBCM9dbUji+BVh7NsSY8i5zg/cVmczS4zbRecMzlUaos9wdd2nxaqRoUqL3LJGa+MoFoPbtXkLg/D1+Mq6g/r6qThBg/D1dBvwuNGmFGxOos1MGNyuYfsTOlDJAPTP3pD3eP3RAHnXm0jldO43DefXhhssNrHQ5gZsTtF81Tk3tjFfRgDe84/XHe5bXQdtbsPPow0KuK+0SQU/pzYOGv4W7duKHxCmM/e9fl5+jlHqDyPYnCVwv+TXNRUp536hvJi6jaKS111AAPh6PPB43l5SYjw29XrL65OeY9xHes6yAZc+l41aTnURw42ghmTuos1C2IhLG5ysaXvUp87cN9pYZb9jwFB2k8R43eS213OI66mNdNhEos0sMQHh++r9w6ABTtsXkUl07ngxAN5jk8e/Nu3gPKPnOB+nDcC4rnrvwWNdtxnnmcA5ykiNO0S7zOQ9ROWJ7G7oRnba03ZU22aun96nVV7oGHOoZDBuD5miaCMDHiO8rwPEzET3H+9htDEI50HdLvzs+5W5RqOatFYNPijrbd8MnX1uEnqBcmP7FGJy4SYB5Rg0bgGt5Xpccz44CmW041TGP81Pbujkk1TqPue+GdpbYrxG8njVOYO7Spv38Vqpx2vPhoEAgGzpI90YfyboOVJyQfHtlAv0npE/J+h2ZEOQ2+fl81dQBD2bXs/4M0FX9duQ55ycwQYmgMw7/VmI+1LnYZ7j+SPE7GVeRzJ70QZbGEK4p40o54Z43ut2aT/Aqf81cdlgwyBtushGKDrXc/t1Pz9TgrMpyTeeLZgr/qzUdpIcxnlY7wc4p+h1LCHzJP6spnMuP1PL6RLj+RQyK9KNxR4O9DmXTU/0GCpWKggYJ/nWzEL+XplZiOledU9/Gnz8+HE8+uijf0oFSpYsiZUrV+L69etJus6mTZtw8SIl95s3b+LkyZNYvXo1Vq9eDQB4+OGH8emnn3p9CQgA330n7rtPPfUUEpM+Rp+bkE6cOIETJ07c9Zj9+/ff9X2TyWQymUwmk8lkMplMJpPpfuievgj8s74EvJ/3ePfdd7Fjxw6fuMfjQbly5TBw4ECULVvW5/3Lly+7r9OnT+/z/m/1+OOPJ3huQpo6dSoGDhx412NMJpPJZDKZTCaTyWQymUymv0L39EXgP1lZs2ZFlSpV8MwzzyT4fmys/KnMI488kuj19BeWv/zyS9IraDKZTCaTyWQymUwmk8l0P+QXB/jd/rtr4S2/X//uGpiUkvRF4MyZxDnInj07ypcvf0/nxMTEIDw8HADQvHnzpNzeS9u3CyDm6tWrOHz4MJYuXYqQkBD07t0bo0aNwvz581G5cuX7ds8/Q6MHXUKBNPR6kYNQ0xwG5rNozgyzVXJuFsYWgyny92nkhkKmEhuw+4fCyYp/OBIA8NoSOZUZFJpPtPxVKjUnglkemrHyvcOl0CxBxqjo45hfoTlZzBPRvBdm2WieCnNtNIuI71d5urRBi7XEn2qwwPcemvXDPA7NFdlRgsonlMk094Pm6jBTRnOCnjtA5dRgifUZSqVnb6AbG7woEgAwS7GuWMw4AqQ9NJuK78sIGkC4HZoVye2r25nrz/gdzRfhc5kxBgBvj6WSGVCAIG80b4z7QF9vjvNsnrqqUswGTH1ZYjFpqFQgscTYgKx/JRuQVYYAcHGKH8ON3rqh8G1CF9Pc7pulvRyXgnhN4bsHu6GFx4ljVGupHNb6MHFRp+QWNs4whze0SXHGmHUz+KDcg8ek5jGN6kpl99HSLyNqUv15jOTpI7ylCw5vsv0y4cV5DhHfcNxo4RsGdSpP11q1wY0x+0bz1ZhfOWCAxJhVFp1XNkTMmsotXlIuTy7Ib54EF1CiaT9e+mB1VSpzTi/vxr54heoV9epRN8ZzTXO3mGWm5ySzfjRPiPPNKvGncvOg5vowD0qzEzlv8nX19bIrWgWzzDRfsPIcwmcwzwsAsGQiAKDISAnperE25Hbyr+In9R9IfcjMJADovoD6Wq8TnI9Cg/0lWIcWpnZpqrsh5hi9opizU1tRqXNzFocHNqYLlf5Ftrrvzcz9EgCgeZ88ckJeB/VRUyZHyrK1AXgzuYKaUWzmonA3xv2rubpum16QycFjbefiEW5sbaWeAIShBcjY1FzFDhOo1LxEZn8xnxIAKgc39r4IAOyjRaTTRGGN8pzRbcbron4O9/0I4T1V9isOAMiUY6cb4/X9PTVGmPH55csS4/Gv78F9VGy6cOfKbooC4L0WDq9E940vKff1XKfx0m6icPZ4Df64T5AbC8tNnMRLT8o//uZiBmn2H+TZThCILeplyUe8J9JsO2aT6X0SPwdz6jSbTXNCWdnOU511DuKxpPdBN/wo9yxT662fc06rab731xwx5kVrTvDKksRLK3Xwohvb7OSCtRXlON6nNS/a2Y1dWjYOAFD+fJQbW/4+vQ6oKeic+Djql5uCCIT/FTW3HdVdTG3A+wwAQPqfqTzytBs67rSlZifyXkOP4UHv0T2iC8h44Lypj+N8o/lvzFTVfTpiIq1VmncXlJzaIKyT7KUbOn8s9GZMdzfmSd8LANAmw3B5DqcP9dxmPmqcn6wdteNWAgCCa0ruY+k+ZyzjzhyCPVrThHI37wn1es97eM3W41ygP2scey0SgDBZASDPZ+UBALGfyFr4srPuML8QAEY7ewC95+ccWnC/rCucoj54z/c4zaXk64Xlk/yQwRl/PL4BYE4TKn+WP9xy5+yUHjLWeXkK/0R46bXn0KRpqdbRSW296wQA5wpQ/TWXlddZvR/nMfSuyoe8LndfK599P5pNrx9RyOy5Z2kMRRUW3mT+b2isxaaSPQzzgfXnDx5fun95HvMaAgiXkfcy+rhr7QLd2BvOs+n91LgipajsJB9Klj4ehlowmUz/NCXpi8CWLVvC46EFoXfv3hg0aFCi55w6dQotW7ZEsmTJ7usXgVopU6ZEoUKFUKhQITRt2hSlS5fGmTNnUKNGDezevRsFCghZXpuf/N///V+i19Ysw8cee+yuxwYHByf6xeP+/fvRsWMC1HWTyWQymUwmk8lkMplMJpPpPuq+/GlwfHw8hg4digMHDmDWrFn3xPu7B7Pi+6KnnnoKI0aMQPPmzXHz5k0MHToU8+fLzxDSpEnjvr5w4UICV/DWzz//nOC5CSl79uzInj37XY8xmUwmk8lkMplMJpPJZDKZ/golS/yQxBUYGIj4+HgsWbIEpUqVwqlTpxI/6S/UK6+84r7esGGD13vPPvus+/ro0aNITPoYfa7JZDKZTCaTyWQymUwmk8n0IOu+fBE4Y8YMdO/eHfHx8di3bx+KFSvmxez7u6X/hPfSpUte7z333HNIloya4euvv8avv94dYrlr1y739fPPP38fa2kymUwmk8lkMplMJpPJZDL9efLEJ+FvdJMlSwaPx4NvvvkGzz33HGbMmIF27drh5s2b8Pf3x8SJE304gFFRUShQoAA8Hk+iX7rdL3377bcuFzBr1qw+v1gsW7YsIiIiANAvBsuVK+dzDQC4ffs2cufO7f4q8OjRo8iZM2eS6rZ582aUKaOI/IgAUPpOh7tqrMwD2OxCw+cD5hDQPHyqAM0ZlMwmH4AAeRmmDwBL6lCpIcoMotemHWzWoWNskKE55esc+DSD+AEBPmtINhugaKBzo2otAABVssxwYwydz3sIPjF9PYb1amguA7PbTZRY4F76IjjbGYHwMuRbA765fhrEzWD0dxTkn4HBe4pIjCG9GtrMJibaSKDwXioZiA8A4TdfBwBkKvs/N5bZAeF/9I4cx9fRgHKGE2vANhs7cEwfz2ODQcL6fW1kwKYiur3Z3IbvCQhE+adX5Qt07HGo+EV2+8aUqUh4HIHeaw8TQDQKfIvfKtwxoqi97F9sGpKINpahNtCGAzyGdH+EpiYjgWPvi1kH91v342FurEo7anttqsPgb20MwiBuNhMCxHRHg7MZzj0ot2NkoF0inDfL7xaI/4YUZAoQ+YaYAiQEd2fg+ks1e7mxpxoSmP1oCoGnt19MgO/FdeVcNivg6wLAzpQ01qofFxA+z3cN5K5dl/LSU2UlLx09TOYt0R0FQJ5nKM3dII/M3bDcgQCAqCaRboxznjYj4Jyr+/Rb59+edBswHLyQMvxgs5XaB8VshftSQ9i5DSqukxjn/6zDWkiQk59yIuo3P9rrGoD0sx5z3H7aXITh6zoP85rBRkQAkPIqlRq4/vKXVOr1TvcNi9uUr6dh5xdTOqYFqnEbHycjDW3SwGuIngedhxFXOLK0jFceV01ny3G8Luq1kOeObp/J1chgZVcd2ZewaUbjfTIOua2qrpZz2dRJ9ynH9HrLY0SbfbH0+sNrpW5bnqoZ1Dqx1JkzyhPGhfbrec8mBH2biSnLsao0bnLuTefGwt4gkL822GIDFG0GwPUKXCKmFGva0n5Mjxs2dtDraPPptM5HFZB1/o3PqNQ5retoKrU5V+CLofRi4ptubHBvyrl6bLhzxtmUZYsTYwRuF22+wG2rxwPnWT2W+HmazJFY9G7KpStnSy6v/qGzVqp1stdQqufwLGo+O4Oz/WHJVaHXHJML5SqSbhrtIy8ubuPGBh+fDECMBQDZg1ZTBj68/9HmYTwn9XjtW6k8AGDm1A1urPmLjiGVGpyBhSjX6pzB7ab3jLwX1Pfg9us9VGI8ZxsVFXMPruzWVcI75/1PmQg5jHOe7rdTdWiPE7+nmBur4OTVDXFi7DV4E7W5bj/Oh+GVhFnOpjZp1we6sV1tIwF4z9nZjiGbHi+873qpKJmaaHfBeX60tuvxzetJ2k5iLBY/lIzF+g+Q47iddT7mHLBImV2wWU/luI1uLCwDfa4KWiz7tEupaWxqcxaeE9q8L+oq7Qe8XFKchB62QNZWHnPDe8s9ai+he4SnLyXXe4Nyff5OYnx2egjN8foL5Rbcz436yB70WA3KyTlXK6Mp5+GnHBZTmNb1yORl65CVbozHEucdQNZ5vYZxe0Svlfqd60/1y3hBni3dBXo2bcZUbJgz1pSDWmAtGs96nvA80jmS19bN6iMo5xzOiwAQNN13DQzcHwFAPstGRESgdOnEP8ua/hxduXIFqVOnBjYVBAIe+rur463YX4Gy+xETE4NUqVL93bX5z+u+/CKQ1aJFC6xduxYZM2bEjRs30KpVK7z77rv38xZ/SJ9++qn7ulSpUj7vN2wo9rMhISE+77M+//xz90vAkiVLJvlLQJPJZDKZTCaTyWQymUwmk+mv0n39IhCgL9p27tyJAgUKID4+HiEhIahZsyZiY2MTP/l36NNPP8X69evvajry66+/YsSIEZgwQTzTO3To4HNccHCwa+qxbNkyjB8/3ueY77//3svdd/DgwT7HmEwmk8lkMplMJpPJZDKZTA+q7otr8G+VPXt2bN26FU2aNMHSpUuxcuVKvPjii1i2bNl9u8f27dvRvn17PPnkk6hSpQoKFCiAjBkzInny5Lh8+TK+/fZbhIeH49ixY+45vXr1SvDPfh955BFMmTIF1atXR1xcHDp16oRVq1ahVq1aSJkyJfbu3YvJkycjJoZ+P9+2bVtUrlz5vj2LyWQymUwmk8lkMplMJlOS5RcH+N1O/Li/Un5/DRbOdG/6U74IBICUKVPi888/R69evfDBBx/gwIEDKFasGPr375/4yb9DJ0+exNSpU+96TOrUqTF8+HC0b9/+jsdUrlwZCxYsQHBwMC5fvozly5dj+fLlPse1bdsWoaGhSa63yWQymUwmk8lkMplMJpPJ9FfqvpqF3Elz5sxBmzZtcPPmTQBAfHx8ks1Crly5grVr12LTpk34+uuvceTIEVy4cAFxcXEICAhApkyZULBgQbz88st4/fXXCZp5Dzp79ixCQ0OxbNkyHDt2DP/3f/+HzJkzo3Tp0mjduvUdjUT+qH5rFjItF/CCA1dmSOucJnI8GzZ8tUpYhuGHCXaswcUMudVAYoaWaxg6Q2s/e0NitRc6IHVF6a6ej+6nQeBsFKHvUWy9AztuOd2NRe8nOLEGlRd0wPaKYezCmzUImYHrNdWPSdnQIqymvxvLf/gGADEPAIAZlQjCvrW+QNi5jbRBBht46LowPLxzO4EEb+wQ9dtHc8HGGpJ94Dnv5wGA9z6gUrf9q873zAxyBwQcrGHtIaD+PfeB9Dk/R9+4EW6sfLWeAAQWDwj8Xd9DA4N/+zzrK1Cp22JIHyq1MQhD/DVAmE0XdN35Xml3KLCyQ3WvkkYgz19NnUcvFgiv03R3dR4jhkHcH1rD61GbB+0Xw4iwywR9z1N2shtj/wc+HgBCR9M52tODAdZdxkiMTUKqj5FzA6/RuXouTi4aCAAYMT8SgJjsAEBpB8K+5ZoA1TlB9JsosH3OaXosF3Xm05nMEmNIvGLeu4YVaytJjOeaNv9hQ4mCyniDc6POXzxnfnhaYgwZH/a+xLgOg87KPx6dW0T/IKXB/9zOrQt1lqAz4ULWCmyc+0Dn4dq5KS90zyLQe66DXhM4F+i53b4utTkD7AEBx2sjCG77gOBxbmzNAapr5dVCGGk/kf7ludksOZdzLQP71aN5iY1SdPvxWqDP5dysDVMYEq/7svtAWovyHycsCZtPANIuk5vJGhL7OK0h2jymUSdiCl96dYsby3WEyouf9HNj/UAwdob+A9LO2rSAgfBsCAEAo7r5xvjcG0tflyBT3VUC5/nB5lGAmFfodbnOEirZCAaQnHFAbd2S0xYtwT7V5lc7h5IJWfV2td3YylU0NvqllzHMvHpt2MVt0HyStP3pp6nts24WE5DQkcRjbj9ATH/iM9PzVlDmNmy61X63GFLFHiTDBr22hVV0zEm0M9rDtAddU1FyaeVhZEzQ+LAYFU1rRWXyODl1nzMmA6cHurE8KSIByBjWc4jHa+2SYmwUtofMBfSep/pntG/R/RxbgNoi4IQYrBQ/TAYrek/BOc1P1TPkqjNO+wxxY9F5qU/zfCntjVw/AADaj5e24Hy5o4Qclna8Y/jUVBJYaDs6J0L53rF5xI1Fjd1Y97NkbMIGFwDwUxoaB50n3nBjnG90V7GRjJ5PPK60YUvOD505o4yNQjvS82rTtBe3U/mEmjtsCKJzBRspsQkJIDlI9xvXT6+ZLJ2X2JBBz0Xe08aojym87uh5x3O1/XiZn50/oWfTeevo+85+ytmMFc8hey3eH+pcxblAm3bw9S7muiTBGOekrqMk5gzylcflhxb8HI0Gqn0fD0rVgRs/oLVN+Vq4+0e9f+aYzmk8PbTJBq/BX70sH2vHdaKxOVLh6k/18N1v9htAx+k9AreV/rxwgihSXnXmOmhDLN5L+K8TLv3WHrSOaINFvp82ceS+0c/G19b7ax6nATuUoZ4zENfsk/3Aa59T+d2zchjfb3IP6d/ufdICAELyVXdjKz+hPtJtz9J5JsdsoLrah5pZyN8r1yxkW74H0yzkxYNmFvKA6E/7RaBWkyZNkCtXLtStWxc//vjjfblmqlSpUKdOHdSpUyfxg3+HMmfOjEGDBmHQoEGJH2wymUwmk8lkMplMJpPJZDL9Q5SkLwL5z3wzZsyY6LElS5bEjh070KRJE5w8eTIptzWZTCaTyWQymUwmk8lkMplMv1P35YvAe9WTTz6JTZs2JX6gyWQymUwmk8lkMplMJpPJZLqv+kv+NNh07+oWAiR3eCyMBArcHCAHMF+tmvAfyjrsEs3OYtaPZoctaEDloFVb3djKVi8BEH4gAGBpLQBAUA5h0tVzmE+aY8T8nUltJRb7BPGYXv4yyI31cPgamrHCnKVDeSV21uF8aQYGc/SYGQMAY9/m44UpwyyN3UXluGRZiA3oNBkAYEZNYuyMGHnRjTHngtsbEFbKmrej3NgH71GpmY3MUdHcPWbEaL5Nye2+x+lnYmmWEqtsBuqHjOOFF1U+AzFfuu/p6camOcwizaMJWF4eAFD92gY3NqYLlcwp0f3HzBt9DeYc6THCDDDNYWOuiWaQMdckWwrh1J1q8B0A4KuCCtijYUqmu6susY/0WOG+0Uy4XhOpzfX4H7yP2IBrFaPG5YspaFD7IsQSXFZTWIIrlxHnrspaYQG9uI3KGwWkfxkBpPlJ1QpGApCc0bNhoPtem9303rZg4dQxA6/PULnG4wnkkSG9qeS5CQCx+xwmT5nNbmxXEeL/aNYcs3k0k+4tZ04uUnyiPNPoem0OCieOx7/mBPHzavbSwAHOiwHSZpwDFLLLnUdrlgqDr/J0YoU1aynHMQtL5xH/hbQW5O4iMeYT6fHA/azZVOUbUJv3bZfNjTFT9aVOwvaatYPYXjM/EP7b9884L1TSDe24AwBwbZpwxrg9NLu06WwqNd+Mn03z7jhvvquYksye/PgtiXH+5zUOkLUo4BA928F8wooV5qysIYzE7VlQnvtcHXpuzUI6kovKtC8KNDKHs3YNCpZ2XNOS7ld5hbDwrqWg+2kGGfe97lN+3sV1he01vQCVmi3Jz63bkXNB/qbCosMZmqgxqTe4ofwRtBbGZpe10OVUqXyc5Qy1o95ftK9GbMB6ChW2shlVorfiDfufdZh2GbJLVbJE0guGyAHY9iK1M3MBAcktYR2FE9r2M5/quetYv5rF3Nh+py01cy1kKD2n5sRVrvYFlYpxGluY2ICau3V5Ce0DNLOrZ27KkfhYksCZsa2d56H/Z/4woNbUBpK4UzhMulcUY5gZX/nrCZ6mtJPKGq+SvprjcPbmqzHPOU0zyBhQPK+JOEfyPq7XfGnvd1PTnO2i2rbdRCpHd5VY1FDqqz1N57qxD5y5s6KGHDd3D+1b9F41ufPoPK8BILxkGgDA/oLSzzwXMg5r48Z2TaS1SO8vyibwu4Kto2nOpFBrR+ByZ16qDUtQN6q/Xk94HdHjJvsJ33uUoDTndS7nc82Ja7TAYdUteU2CRamzM6o/jGLGtW4/5npqPjZz2tpMlb7k/aZmE+Y+3IiOd9pb5y9mVTLnEJAcPSODsOECTxAb7iJzAQHgy6oAgOpxslavPEN9NFvxIV1+q+qsNoc3AADWVpIxx3sTzcfr2Yn6Kuplydf83NVnCyMzvBXNBc1G5HkXnVvWnxzOGNYc7/oLqX3wXiM3Nug45bTYl8PdWEC7EO+KAuj+SmUA3p8Xyp2l/U/4dskj7w+jssVh2Tdw/fS4bT3MYaDqpHacXq+qJp8/eM6++akcFvAh7SvKnxcG8QanM3WbxqaicThE8T8nL6b+PZ0irRs744yhkJqypuc+TMdVXyXcxcaz6Tpzi8rz5i4eDbSGyWT6hylZ4oeYTCaTyWQymUwmk8lkMplMpn+67vkXgSdOJPDPYklU9uzZEz/IZDKZTCaTyWQymUwmk8lkMiVZ9/xFYM6cOeHxeBI/8B7l8Xhw69at+3Y9k8lkMplMJpPJZDKZTCaTyXRn/S5GYHx8fOIHmUwmk8lkMplMJpPJZDKZ/nr5xQF+txM/7q+U369/dw1MSp74e/x2r1WrVnd9//LlywgPD4fH40Hz5s3v6ebTpk27p+P+zdq8eTPKlFGUXUQAKE0vLzwOAHgqRgDRR9cSmHfKNoH4M0hXA5gZfP7VB2vcWP6xBLllKDsg4HUNDmYouIYUszHByHcllhD4luHS8xtKjKHfGsB84DkqX/kCPtKAe4Yca8OD7Q6jfW9hiXWYQOVbH0us7SQqjx4vL8E9RQAAsf3FCIUNSTSQnk0FtKFHSjYDUM/BYGh+RkDaUkOM0ztGB88dkBiDqbXpA/OCNfx9sWNcsKWQmMYkS0EA9yup5LjHf6ZSQ4y5/voe/Gzcv7pfHE45GiyQWI8Pvc8DBEytTUW4LbTZC7dF+y+OSbDeIt+bMBlbOaysyUywdm47QExcQnr8S/5RwjH+AAAsrnfn4xJQ+XXyC232a9CGDGy+U3C/xHjOhnQSA4ONVQlUXmOFHLe+gvd1AckVelwPakiw6DUdxCyE+eA6p3RvFggAyJY+EoC34Q6D4XX+4hhD2QEZaxrA37oSGTv0Oyzg+kHtCL6961WBz7/8JZXjO8q5nLeydhOYPQ+22mlmuKFuo7zrpOui/A7QuRO1xbz+0hbcVnMzVJEDh/QBADw1vZwb4rmoczMbBMTuLi9BJ9GENRGTC57bLqAdQJ51BFwPGX3qt6d6mT7w2OgyxucWXtOT5z6vNQDQtxqZqBxrIjD0qympfE7lBc8tQhGPeF82o1xXvZ5wf+hc1dsB/nOOBlzvAy9TETZJ0MB8Xjs4p+n+63lmJgCgTVnZqzAwv56akpyPW6eR9YIrunKiQOU553IaA8SUJUIt72w8kOeQ4JmjClC75J9W3I3NG02GFQ1VH3zqrItvTpQYG+gM7S0xnqcV1kss9jKNh9p7ZDywYYkzHAFI23KbAbKXOKlILkudcc1rEyC5R5sEsVlVi+Mb3BjvEV5aLzmoxXwaz3rfwHOCjXkAAebr9ZHHRjvVLtxveu3gsauvx3sNvWbxnM19WGKtnK3qxTTSb9F5qd/yHpLjbo+mXLJyLY0XvTfidVSvz2845ifbxXfGNdLZOVTGV6bPyMjgp1Yr5cBptCePqih5ThsEsMLy0ToakEOMB2KnkulP9zgxJ+Jxo804uH34PQCYW4nya+gAuS+PPz13t8Q4xhOqE8bNpnGtjRt4Xuq8VL0a1W/cYakfj8nI9GLIwwsaG4ToOmQ9KX1VftNtfTgA4Ienfe/LJits9ABIe+hxzeuXnmO83upxw+sE5ydAxvBOyHxHSVrowmvKms7zTvcHG92wEQsA1+3qqTOyJnBd2QhLjznOUWwaB0i+ntVUYjwn9P2fcZ5tlDKP6b7MWe8OP+PG5jWg52jUVZ4xXW7q+4vp1d4tPTXGsRQZ3dCz5CWHHSXkMK6Dbkfu58451PrNiUE5tpybSoZ6VVfLYbxO6JzB6+3m0hLj+2mzHF4not6X+cmNOe99MULhcc17VkD24/UXSmw1+a+gXCcxA3T3weqDRVQJ2vNrw0bOc/xZB3A/4uDiAjEo636NzES0QRk3kZ4TbDSl13knzaDiOon9lIZyd0CcjLl2TYEQtTeLiIhA6dKqMU1/qa5cuYLUqVMDu3MDAQ/93dXxVuyvQNHDiImJQapUqRI/3vSn6p5/EZjYl3ZRUVEIDw+/p2NNJpPJZDKZTCaTyWQymUwm018rcw02mUwmk8lkMplMJpPJZDKZ/gOyLwJNJpPJZDKZTCaTyWQymUym/4Dsi0CTyWQymUwmk8lkMplMJpPpP6B7NgtJTFFRUShQoAA8Hg9+/dUcYe5VdzUL+ZMUtFCAxAyz1pB6hl9rowyGOzNMFgC+f8b3XAYma5MBhidr2CyD3DVcuutoKjWUmQHb0WfKu7E8WTYAACZ0kOMY+PzxW/BRpF9+9/XpqlFe9wcEUK5NCPh6CRkYHMwnsY7jvY8HBNC8qazEXED6QgFdHytN4PYvXpHjuD9aKczmly9TqU1UuA7arIPB/xoMndx5ziazJTY3S3kAwK4eGwAARRV4/YzTf9qkgftvYH+JuaYAyvyEDVsSgmr7z1Yg5JRXqdSDhGnp3HiA24AtUgswnM0eAn4W0Dwe/T+6x3UZ1zce/ZeYidxN3zzvvuy8lsa17iM2yNAgfDZn0MY43F+d/RSA3BnsvTJ3dkPDgwkSf7qwQOJ5TOoxx2z4/MufcmODpxJEu287Gv8z3xfTgpbTqdRGJ7+tGwA88z2VGr7NbHBtYJLQddgMg+cSIEYH2hSJr62NcUJrUp3DukidOR82mQOfWPKbEmPDDV1nNqNg0DcA5PyQ5kfUAIHeM9Rdz3G+h86bzBPX1/vt8wCS8zTMnqHgOtdz7tFmIWwW8PZYibHRkwa4c57TBhRf+ZWnFypJdr9AZiwhfjK+el2lef69MOdduLkGmnOdQ0qWcmMb3yfDEl4vAGDnYTKS4QYPWiZg8zc/pVIb2jTq42uq8OMTVOq25bGhDTXmlqUxsrW+jBGeG5wrASCsvpOXlrzmxoLiiK380Tty3KhuVI4bdUyCJ6j9ZjaVPMcQfQ2Q5/VMmwSF7CNzlLBrYo7CsHh9HJs+/JRB/o34xqNktMDGFgAwox4ZV3WfGOvGeD6x0RAgfcWAfUDA+wyhB4SNX3ivxD57g0o2SACArHspB+kJf7o/Gafp9XFQUTKqCJ8o5hq1nHm+SW232LRMG7CwuU3gfjG3Gfs2ldo4gZcvPd957vB40UZcZSOce6r9AxtC6JzF+69TTTa6sX6VyFhIz3ued3OL5pGgdsRh8cRXG5fqfjTmdC7gOa73NzzGeW8GyPhPyNRH9x/nbj022YxGj4egxTQnAvfKuI58h0zujh2u7HM9PWfLOG2qxzCb4LDpBAD836NUPv+NxDiXaqO3oHfJ3CJ02k43xuYLk96Q49gwTjd3xnzUX1EXxASKh6k2jeHnYGMSQPZbR6cOdmPd0/QFIG0GiDmV1/pUl+bEpbyyLqdxzJg8Z+m9cwXkPR4OaQ9lkouwi5FaIHtt24DfangtZy+tOr/fKMoB2mCCjUiUZ4e7jhX7sLwbi36D7pGn7gh5nhgy99AGSKdSpAMAXMolxolp1wcCAHa1jXRjxc6cBgAMDs7qxriqeh1loz49d11DL+UMEnmG8oj+7MJjXX/uSZvFWTPWVXRjbZZRm+t+5r0G73kAMSdhsxJAPosMzy375l6HaW+gDZWOgvZYyXKISQnvkduXbOHGZq6l9Vbvp7g9Cqg5cfsg9W/4+7IG8h5HG43wdfTnnkoDgOpX5f/NLOTvlZmFmO5V9otAk8lkMplMJpPJZDKZTCaT6T8g+yLQZDKZTCaTyWQymUwmk8lk+g/o4b+7AiaTyWQymUwmk8lkMplMpvsgvzgg+QOGa/O7nfgxpr9M9kXgP03bS1BZUkHcyhCAJGCFsEkYw8YcFECYNjGKWdG5KzEmrqUQxsTyV6nUHD3mbDAvBRAe4OymqioOs0XzOJiVt6SO7+Po45h5ozlPC+tTGee3weeclIp3MdXhDa2uKjHm7zyXW3gX7w/j68lxzDbh5wGE5ZHqisROPkml5tEwWiVCcYf4OTR3i+u8q44wpJhPxGweQNpc85O4zu0Ux4jZPprbdHFiL3qx8GM3Fp+K+C3MbQOAWIfLwu33yHV578Zl4sZEvixMGeYilQsW5siNN4g5opmRXD89bjKfdV6kX4h70qpXfEIzMFa9dvSo76mJcQE3liEGUbmIfwc/cFdLGdfFphPbpeF8iTGHqeF8OYdZfqljJMbj9cbE7m7Mfwmxcc4ovhNzhp48KbFuo6jULE1m+/SbJTmFx/+U/jT+mYEGCGtHjxtmGZ7yE45RbK6ffM7l5+ncW447mI+O09xAzj2afRm5uw0AYNfhyfitms2S16EFCYST47jM3VeXU7mhrPyo/r0PaHOjuUiac8Rixo/ma+YpRPwfRmUCwI4SvnX+3HkOz3XFyOw/EADQK3VPN8TsHp0zyk0illj7tdFujOvavXc6N7b1VeIwvaj6lKVZkJwX5l4Qzt/xYePwW63pvwEAUHmO9NFbzrMVKivH85jUDDDOLzrPhNSlNav9qi1ubGktKoso3mnvVXMBACOdtkip+EWVpxPT71IB6VM0owNr7ZM5xJxG5o55PYdaMGLzRgLwZj+FbSPm5rFFMq/CFtCC1v5MuBvjXM7rAQCMq0TzeeOinG7suLOO6vHFbDnNo+X5pNfR9imIDZhmkcSYJ6oZUS5DSkHI/OO+phdZZHG98fhXALzXn28KUKl5ipXrtQcA9Dsf6sa2xJUH4L2mZ2xHbLQWa/u6serv0nEaxJktjthfSybKnK2wnkq91znWgdiAzFQDAE+rKfRCJcSNQ+g51graC5GFaR5rLhjvF3SOCilC9YvsIs/BfD0er3q+8B5FMzV5X6X3Izz+G7eT/Vxv51zebwDAobxUFgmW+cx5SzM6uT/6DJHjOD/sKyTHNc9CnLb43pJHhm+ncVrpTG031jMDjeegZ4Qpy/XS+wxm74U2C3Bjw2JoP+LuCyDMy7oKJ3YwH7EBdVsx65a5zID3PomVcwKtXfGPCh/yMWcfx6xHQMaGzvXuwpMhyA1NTkGs0QxD57oxzjN6PMCPFsvDaSTUsx3lqpA4WQuZGafnydHzxCY8NkvGP/eh5roxS1Oz2YIifvK5HrNhR4ym9zJuFo7kudI0Dna9Knu8LutoPdHsYG57vYYsqke5cUkJiTF/V3MLWTqXN89Bczx8tDwjcz2nHJAxx22q99nD5l/0uhcAVDkfCcA796EBLZAfqFy6ogaVun34td63z+tCuaDS7q/cGLNpNSOT9xU6D1+qT/l61lCJde7ktLnabO0rRG2u8wKv79GQPnoxA/XRymnCDObPM3sLy7mP/0zjij8nATK+ote6u2V3XxE0UHjpzML94Wk5d2I7imn+Z2wq2i/33K463fnQUnuZfKHz2QIAr8JkMv3DdM9fBA4aNOiu7587d+6ej2X169fvXm9vMplMJpPJZDKZTCaTyWQymZKge/4icMCAAfB4PHc9ht8fOHDgPV3Tvgg0mUwmk8lkMplMJpPJZDKZ/hr9rj8Njo+/f39Sl9iXiiaTyWQymUwmk8lkMplMJtO/XdeuXcPkyZPx5Zdf4vjx47h+/TqOHDnivh8TE4MVK1bA4/GgUaNGSbrXPX8RuH79+iTdyGQymUwmk8lkMplMJpPJZDKJIiMjUbt2bZw6dcr9Ad5vfzyXKlUqDBkyBN999x0yZcqEihUrJnSpe5In/n7+zM/0u7V582aUKSPE2u61gNwOg/yVL6jUYP+0hwhUniyDgH5vX3NgzIrMG1mHILIMDQbE1OOnDAK47/wJwV7rKYg4w3c1+JmlgbsMix/2vsQYkq3rPLqr93UB4XXfTC6x3g5oVwOYGRicRRmcMGi3+RgB3MdmJ5iwNghgeDjfHxDIM9cdEGCwBvhyXdk0BBCw8VfnG0swAwGiG58XwDADl6cGy2EMcNf1Y/OW8DoyBXcVocmuIdn8HBrgu7gulf3VX+Fzm2uYMHPW3xL/ELcNGIbOsHpA+kC3d+G9VGqg+alNThuU3eTG0qUg8L42SOA2zdO1vRzXgMDxFxdIDB0nAACi8kmyy3+cwOK4lhImJb+bAIBMJ8QwYsAAKttn7yXHvfcBAODGowJ0jklNJY89QEwUNJS82KRAAECb3ZFujMdfQkZADIYH3CmBysEyT1rEEWidwePa1IHHsh5znAN07J2PqOS5BIghQp8hEuPn0HOIc1TeQxLjXKah5Jzzai2VGJuusKmQvvakthJjUx+G2ut7aEMgNgvRYPY8EZTXL+WVvM4mDrp+nF91/91e9DoAoHZyAYuHl6HcWH7/RTfG5hA6L82oScd1ni3HcdtnUEYxCYH6neHlBa7nc3V+7VmpCgDgXBPJkRmXlAIA9Nokhh8fv0Wl7kvOTXp88bWLqjH0/De+x02u6Zh6ZP6RyghxI5gyle7LOV3Lq20PE8A9f5wYLbBxiB4PnHurz5Y1acRIalM9hlnNZstrz1mq58b60vc85vT6HXaGTFmCsojBypwmVL78pRy33tkPllBmLzsHOMYJytWncxpiOeu8znNRrwm8Buq2YoMFHsuAGBlogwAe43rcjOlCpR5fvIzoti+0j0rlFYLxHeGjwDPEp47MktGNcV7Q82742jUAgPh1ld3Y485810YjPJ635Mjmxko5RkHa5ILrrPs3qCuN66g3aHzptg2MIxD/yhwC7Oc2e2m77AGqL6c1kJ8fkPGl+4WNSXSbaTMMVunNVJ46XkqC7Pp2Va2t7F6kEk54F9pH6jV95zIyfRgXI6YPvP7ovdtPQ2mcXpolZkLcHrpP2ehA5ww2hdBrEo91nW/YQCG0o7RfqQjHfETl4W6O2cPT8oMKNx/qudjEea33vryH8TIb+pz23C0Wxboxbkqdg7oPpONW1pfjeNxz3QExnvhp9Ag3Fj+SDDSqqrnNRn7+s1+Xe5ygvK/3lrxG875Pm8dwu+i9POeyyWXFsCI+L+W8F/bKcZz7eNwC0lZ6Xek8jJ67+AF5bm5Hvc/mdZTNngAZ49o4i42I9Fivvor6PHCv7Bk/f41KPUbYEEfHOM+x2RIABH1Ixi7a5Izrt+W47GVmOiZUauvrtp/e1/DY1Tkg4Ajl+pWtJNdXX+Ls41Syj/yEzJDYlAyQaanXRzZOC1s0T4ILnKR8/RE3tKbGDQDeezJ3AGonFGcij6gpOYpzvL4vx7gdAWB8QaC9MkCLiIhA6dLKAcj0l+rKlStInTo1sC8H8FiyxE/4K/XLbaDQccTExCBVqlR/d20eKP38888oWLAgzp49iyJFiqBRo0YYNGgQfvnlF/z6q7f7c0hICHr06IHOnTtjzJgxf/ieD9joMJlMJpPJZDKZTCaTyWQymf79Gj16NM6ePYtKlSphx44d6NatGx599NEEj61RgyzRt23bluD79yr7ItBkMplMJpPJZDKZTCaTyWT6i7Vs2TJ4PB6MHDkSyZLd/Su6Z599Fn5+fl7swD+i32UWYjKZTCaTyWQymUwmk8lkekDlFwf4PWC/+fK7nfgx/1H98MMPSJ48OQIDAxM91uPxIFWqVIiJiUn02LvpnkZH586dcfbs2cQP/IMKCwvD/Pnz/7Trm0wmk8lkMplMJpPJZDKZTA+Sbt++jYcfftjHHCQhxcfHIzY2FilTJo2jf0+/CPzkk08wadIktG7dGt26dcPTTz+dpJsCQFxcHMLCwjBs2DAcOHAA/fv3T/I1/w0KWRoB4C6AVcdIJLHv0wP5hYLhJutKAyvgmpzNwGQN0mUQbEP13SzDwRfVkxiD69mAABAwb4T4n7iGAl++LDEGXWuzC4YEM3gaAEa+631/ACgTQeXlNAK4T+mAeT94T45jcK+Gl7vgZwWhfuZ7Kl/7XGI/OENcA6y/yufAw/MJJTi84ymvugMCKmdjBEC4vJ0+kRjXa2MZmfCHnfvp5932ovOegtMztFy3Kd9jf0GJvfkplRr0zgD3nc8R0DnfQQE65+/aBgCwa+JkN8YsYQ1FT3GNgMnPKaMYhkZrwH3ym795CAAXuTL7C8mBS14DAExV7Qg/unjURIHj5z9o3kZMZNfgep4nKzsOd2MpHQC+ntt51tEYvlTglBtrO4nKsLrq34XW0uDUEH3u175DVR+0q+pUSYwg2JhjV8xcN1bsSzJRmLFngPMM0vchWcoB8DYhYeh8zoYCT89UhuDpPF8BmU/atIBNTcYVETh+rZIE72foOACkXU7vF9kjhhXM0NdAcwaZjytY3o3tarkBgLchCY//5xQwm3NQ2neViUtqGuR1c4u5R54YgodrgDsbIzBIHgBWVnP6iN0kAGwdTdd5UZlDPHKdciMbRwDAKMc0SefDcQPoOA16Zyi/rkuefOEAgH7baruxhExPeGprkwam4+u8xGT74QXV4DxMDddzmTgJJPuGoOW39wfKcYW/pvKb591Q431kxKBh90hDA2FmU8qvzReHuG9te5H6XJtBsXYWlXnQYhsB8z97Q97n9a7Yi5KXuhclQ4RzeWVNytiV+nwEZE5yGzSvpg2naKHV85TB8Nq0JqwbrTthLSPd2Nl1gQC8PEDw2BUqY9+eIkFnUY1qtdMN8bjSwHc2muI1DAB69qF1IrSHrBO8vmtjqoDPnGfKILyahvMJvK/nBI+bzg1kfj41jPrjaEygG2t8IBKAt0EIzze9LqNkHQDANbXX+SquOgCga8RKNzZ8BfF0rj4ux7FZmTYNYHMsLBb3hWHzyeBKG55xuzVYILGZE+k56i+k/9f7ApSkyXgtAcOT05llDzDKyYPaKIMNJoKmB7ix6MLUH3rucv06TJAYm/qUVcY8VVfTazZ/AICOztzVRhlsCqHHV9fDZBKi8wPv2XgdAsTcRhvF8F5CG2qwmUL+8+fcWMCLZPzCuQgQoyddP9dwZrYcyPsuvV9hkxDdH9xv8xtIbG7u4gCAfodlnvBaUGeJHFd9E7W9zguc+7QJTuepdJxrCAEgz3EybtDrHbdLT+UIx/lam56wgUavw7J2cJ+vrirH5axHuS58neMm8flj7nvnM1CddpSQ4wOmkflIptRy3XecHBBZUPLh1GD67KCNbLh+Or83Xkr32Ke2eNz2auly32fDGAB4zmmXh25JLONe2recKyz7lhDn80wOZWLxxStU6v0zm3g1VaYw/OxP/CgxPEoDbNDZzG5oXkfK5/smyV6moLPe5dwsZkJ8k8EvNndDPA4zTq/uxoofp3ykx+GxZ2k85FwtnytSOPfQuYVzqDZ+4bkdBpUQF1Bj7ip9ww3xmr9rtNqTlXU2Ow0WyrmtyImtJ2TftbUD7bvqq8N4XmpzoqwjcgItjsFkMv1xZc2aFUeOHMG5c+eQMWPGux67a9cu3LhxA/ny5UvSPe/pF4FNmzbFzZs3ERoaimeeeQYvvfQSJkyYgB9//DHxk5Xi4uKwbt06tGnTBpkyZULTpk0RFRWFp556CpUqVUr8AiaTyWQymUwmk8lkMplMJtO/QOXLlwcATJs2LdFjBw4cCI/HgypVqiTpnvf0i8CZM2eiU6dO6NOnD9asWYPt27djx44deOutt/Dkk0+iWLFieOGFF5AxY0akTZsWadOmxfXr13Hx4kVcunQJ0dHR2LVrF/bv34+bN+knQvHx8ciQIQP69u2LN998Ew8/bLhCk8lkMplMJpPJZDKZTCbTf0Nvv/02pk6dimHDhqFIkSKoXLmyzzE//fQTunXrhi+++AL+/v7o2DGBPzP4Hbrnb9+KFy+O1atXY9euXRgzZgwWL16MGzdu4MSJEzh58iQWL1581/Pj4+XPyYoUKYI33ngDjRs3TvLfNptMJpPJZDKZTCaTyWQymUz/NOXPnx/Dhg1Dz5498fLLL+OFF15wzUAaN26M48ePY8+ePYiLI37S2LFjkT179iTd0xOvv6H7Hbpy5QrCw8Oxfv16RERE3NW+OEWKFChZsiTKlCmD2rVr35Mbyn9FmzdvRpkyCqjnvxp46CV6fe0evyRNcfXOx2cX5gg+fw0AcKlCpBtiFpfmE3GMGYCAMIs0E4sZOZp7x8clj5NYhXVUat4Yn1N6s8QizxBLI/J94fowJ0dzsjp3Ig7UsarRbuzAc1RqNhUz8zTfhpk3mrPB3K15TYSdyPetXaSfGzv3ySAAQMYdT7mx2ALEQHrjM7ke8zgUFg+x5+mcmf2P+tRPs0vectrlpp/E/K8QX6bFfGF+cPt1GSPHMWdGYWbcftUsRuaxMIvlU8UPZF5PnLp/dz+HF9JHYCzMi9LtzcwbzQhkjpAeNytfNc7ffVEZYcpkWkicvZ9WtZD3HVhR8fQyn5YQTgtXVapgJA6zdICE2WnMotLsKubgvKl4mLsd9IxmIHH/M+NIX585QZrrs8DhNmkOIl9DM5j4HrXU9ZhtpDlGzCUKniox5owpJJCbZ3Q+5Pmp2aU7txP/avB54cTxfGduDyD5ULeZ/4lM9CKzQmv40S/lk10XlhRPN80GZbbQoJHCa8O0VgCAzmeF78TPqVlE3H86rw/qRsyxPGfketEFKM9UWS51+aoIMR41bDR6GrHv8nTqLBd0Ek1UlrRuiO/np9YEzlFZh8l47XVmBgDvsZnQOOBnCmspdV5Zlp6DGY+AMMKY06jF/XFQoVX4te770LqZfCofWfGi1/XvdD1eHzWftaKzFoZVTOfGApLT9U4+Kcfxc1T+KNCNjZsaCcB7HPI6oDliPCdc1h2AqNxOX7ac7sZ2HW7020dz21uvmTyP9DhkTpt+Nh5zmllX1klRmh/GOSPnXmkDblPNKxzVzfv+ALDOYV76j2/jxp6qRDzbo0OEidjmxdYAvNl/ox3mmh5f3Ieah8z5qHpJWfvdRlKTe0pb2i/oOcbnDu1NpWZ8cRtoRme9RVTqXNloOvUVz0MAeMa5xxmVqwp8QyXndEDGLrcd4G77vNh6XD+dl7j/svZpL0HnpNNd/vfbEPyXqz9HcgbCjWVBboj7sqFqA14b9HjgdUfvW5jdqPchvD7wvgkATqWgMcTjB5BxGjQ+kxurvZ0YrJpFxxxMta1Bxm/onEz4yY3xeImF8Bk59wQ1eN2NNY6jNkqIG9h93xo3FnmBfuGh5x3nhd5DJcZtNHmxrN8Y0wUAcLqC7H15vvUtKvzWsFnEdA0aRnvlXU3k+KJOPvSotYYbbWOHKDfETDg9RnieDO/tu4cLrymcy9qpZ9IL/eGAAZL6g4CjNhAmNa/vOgfVHkP758bbZP/M82hSWzmOGebde0tuWdnUl4PLfR64X54j01mHOajG4c4FxFocnKK7G+s70WFZqk1MWAzlG83N5HHTvrewBFusJcah5ofzvkazE0NaUf1js8u4DtgcCEDWAUDyq17TmaHu/43wcrOliPa5R2zpSO+LAO4A5PkCSHfptY15yZFdNrixwCYlgfek0yIiIlC69F1496Y/VVeuXEHq1KmBA1mAxx4w1+BfbgPPnUFMTAxSpUr1d9fmgdSUKVPwzjvveDkCezwe90d1adKkwZgxY9C8efM7XeKe9Yf/HjdVqlRo1qwZmjWjT/3nz5/HqVOncP78eVy8eBGPPPIIMmTIgAwZMuDpp5+2P/01mUwmk8lkMplMJpPJZDKZfqPWrVujQYMGWLRoEbZs2YIzZ87g119/xRNPPIFSpUrh9ddfpy9674Pu27dz/KWfyWQymUwmk8lkMplMJpPJZLp3BQQEoEWLFmjRokXiBydB9jM9k8lkMplMJpPJZDKZTKZ/g/ziAL8H7E+D/W4nfozpL9MDNjpMJpPJZDKZTCaTyWQymUwm05+hP2wWYro/+q1ZSL5PgccC6TXDhDXgmOHJGnzLwPfYJ2J9jtNmEgwx1jB0BiunvCqx1A6bUgNoKzkw47UVJVZ5WHEAQK+1O90Yg6Q19HtLPgLfzuwi4FuG6GsxWFnDtBkczFBtLW3GwRBchp0DAgrXAN/WAwnce67wKTf29A9Uxi6Sn9+GL57hcz9+JjblAIDAHQRc7jxRwN58vxe3yXEMEdftcigvlRrCy6DijAvLS11GbwDgbeYwoQOVui/5HmyIAgDvjqRSm61wG3E/a/MFvkatpb510mOOr6ch9QxA1n3r/6FjJKCp6dokwRGDpltNk9jyV6l8aft/I0W1mEZtMKPVvT3vuE4C5+b5qzncPD+0MQfng0prfa+nxwGb7+jx+tU1gpGHbAp3Y3w/DdjmvPHFK77X5vHavVJ19734VwmG/toSOZ7HkobFxzg4DD3vGSCvTQu4LnpuzPhkF923YTE3xoxs/dzLalKpDQAYvs1mA/q+qYXj6+Zr3Wa7i1KpzQj4HpvK+l5PG+38kIvKt8f43kNfj9tIGw6kDSbIuQaB99sX7lNnNvvR+WF4PYKMr+wigHkGmuv7cvtqmPxzB7zf0+dqswLOJWPflhj34fiOEms7icqP3pEYtym3IyC5ng0AAFnvXGi6coiKn02AZc9yGYc36tA41DmIrxHQu5cbK16JTFLWqbWQ69JokhgKnHua1mNtbjCoGq2Za96XNZPHgc6l7Omh172+C5z+UI17A7T+sAkPAMxvSCWb4QAyT9vXFYOHccu+AuCdC3g/oMfDBKc/PDVl3jduQLlA9xU/h85BbPKin83xO/DamwzsT2XWhiFubOZ5AvTrcc3PpGMvf0nljhIS4/1AhPJh45wWUi2/G2uxm8wRuM0A4McnqNT7kDyZNwIApuQu58Zad6PrxBcQgwU23mp/k4xL/Ce0dt+7cZzGYdB+mVdvfUxl2Qi518fOeNH7Bx66fDwgbaDzCD93TGrf42rnG+HGRqAnAKBnnLR3pnepvec08T0363oxHgi8RvXX+wxe3ttXE8OKoLhwnzrXWEGl3l+wGZN+Xh6HPP8BIPJ7x5hDucfM6091aRSsjEucBeKpZoPcEOfzr+aLoQy7o9youMUN8TzSbcp7KL1PC0zvmH+88oUb63eV2nJQpVJubE1/unb2E3Iut5s2TOH5fupCoJz7TiQAoHJwYznQaaTIOmKawX3Nezctzh86L7J/h85Lc49TfgvbM9yN8X5zb2E5jteatMPEUCZ0f6hXPQDJ+foZXSMztSaFfELPoU2e5qKxz8nH5tN41f3SfDbtk/Q+KKG9Kq/vuv/YlOUVlas8Xzpj6IP33FjgR2TsEuknOeNchSifZ6s8icxMzpWQfsm4nHJ9+FDJ9bzGsUEhALdR9WcIzoe6TXOucOqgN0BOYgipl9MN8XNOfkP2kd0/9Hi9B8g+befLlyTofNiM7PGVGwrMNw8AELW/kc9z6H1fso1AV2VQZWYhf69cs5DvMzyYZiHPnP/Pm4UEBwcnftA9yOPxYMqUKYkfeAfZnwabTCaTyWQymUwmk8lkMplMf6KmT5/u5QSs5fF4EjjDV/Hx8fZFoMlkMplMJpPJZDKZTCaTyfQgq3nz5nf8wi88PByXL1/GI488giJFiiBbNvprxtOnT2PPnj24fv060qZNi1q1aiW5HvZFoMlkMplMJpPJZDKZTCaTyfQnavr06QnGGzdujJiYGPTq1Qvvvfeez59P//LLL/jggw8wfPhw3Lx5E3PmzElSPeyLQJPJZDKZTCaTyWQymUwmk+kv1qRJk7BgwQIMGDAAffv2TfCYxx57DEOGDIG/vz8GDBiAChUqoE2bNn/4nmYW8jfrt2YhGBsIFEhDryuuBwDkOSQ/He0zhEqGKQMC+9ZgfQbCazB8Rcfw49QqGTCNU0wG4A13Z5YvQ5IBgWlrsD4fl/Gkvxs79iwBb9mAAwDe+4BKDQwvuofKjxWwmKUBtAxW1vBffiZtEHDySSo1wJeBxRr8fzM5lRrov6QOldpohAHWGrLssKW9gP4M3+V+AYAsZ6jM+Z20S2QJapeEIOcbXpTjxvWg44b2luO4/lvOvO7Gqqf8HwBgZcFsbixkNBmgdFNmJv0HUKmB/twuDGj+poC8V8cxbGD4PgCU6+YAwJULSGwBgiLrduR+qd21vASdMXzfta7Cn3+Pf5AYBq3h0kWcOTatlcR4DvZcLMB6fPkyAGDe+wK65nGq5yLD/bX5SD3nelW/lNhXcWTAkD/HSjfGZhjvOTllVlM5vnnufgCA0LMCd2/fLhAAEN4/0o0xTF6bRDDQX4P92dDi1eUSY9MHnSM5l+lz+RmdJgEgc5GNOgAxROC5BMic0X2wtJZvjPOIrkvOhQQWz59SwOLD3qdSGzlx/tL5gXOQNkbIv5dyytYKAiBnowWdC5i7r80SuhckqPvKBWKYxLleP0fWzQRI1w147lWqv+aZczsrrw7XDKb2Qsl9l56guup2YWOQ6p9JnruRi/KcXhPedK63SbUBw/O5j7SJRfuuZH6wq4nMg2J1CZg/+JoA8/uuIpOZY+fFZIYft9hAMRpxk74aEJmaknmAni+8Vuu6r3bGmiefmE5wUi6/6bYb4jnU+vBGN9a5Xjmv9wCg2Plj9GwZcrox7vvaSwQanu4yXZvNAwBg0HvUH7xeAWIc0nO/zOdd5+nZ9VwcdJCg8luPC1Se80jaGLXNbEUTIPAtMdLg+uvn4HGqTct4DnaYIDHOUeNKFndjbMZSeaAYN6DMZnqvouynKndTfchy1rk1LcVQjE0K2JgNAHp9TGYwuv2aOP8wz+0dDTHZaLOJxpp+xpLbqfRvMFOCzgMPLiJ16zvUd5vuf52eQ3kvuAZbCRk3sCEFAFxxfmCg9zfj3qfnGdFJnpHnn973cZ9qww/2V+B5Dci+RZvW8B50s/IQ4JxWRhmm/JSGxuGaGjIOR3WjkvdrAOAfR+1SKkL6dIsfjYPGhyWX8n5OPwePa22aweY3ej/M83e2WrO4XZRvCYafHQcAGJy6sxvjPXRytXZscwxJXtosczG8Ds3F2sPElCJkKuUDbVLFxoHaNIPXdP1s3OY8d3Q+7lmX2mfKRGkfzkfacIT31C+rtZ0NkgorUwgef3qv0Pe4M571gODJq11m8n4HAIgsKP3H8z7Pl0+5Md6b6BzOYzznQDH5K5+D1iy9fy22xFk7Rr7rxiI3UR/pduQ+10ZJUQdozx059H9ujPf/es+fdjP1W3QdyeHcbnp+zigUSC+0kxq76ejNhLPIdI+Z7Ib4eXn/AAAvLXSejdcfAN1H01jS4/q7Z6nM+YOMufiH6bipan/InyuHt0snwQLfAAB6dcrqhoYv20ovtsvAioAHavk1s5C/WWYW8s9UyZIlsWfPHly8eBGPPfbYXY/95ZdfkC5dOhQpUgTbt2//w/d8wEaHyWQymUwmk8lkMplMJpPJ9O/XoUOHkDp16kS/BATol4GpUqXCoUOHknRP+yLQZDKZTCaTyWQymUwmk8lk+ot1+/ZtXL58GRcvXkz02IsXLyImJga3b99O9Ni7KUlfBH700Uc4d+5ckipgMplMJpPJZDKZTCaTyWS6D3r4Fv1Z/oP038O3/u5WeWBVsGBBxMfHY9CgQYkeO3jwYNy+fRsFChRI9Ni7KUmMwGTJksHPzw/Vq1dHcHAwatSogWTJ7EeGv0c+jEBEALgPXIUUDliKoUQAsMwBVkWo619LQaXiv8Vn/gkAMERxqJiDozlZzAdSp7pcmIgEWE3MsgKEu6L5Vx+/RaVmbzDbpPMAYVb0+4S+Ke+qWHj8GG+PlRjzAjWXj3EczE8DhBOieTkTOlDZdpLEjqbIBACIzfWTG2MO2YZrwvOJrS8sJRaz9EqqP+N/xmkrZsboumpuGfPANOclugvdY81NuS/3TbkJwpmpfpyYJZqtwn3E/afZMoNAvLbo2ZKE+H3NiuF6alYl82M0nyjjhXtML52cjmGoGgCcyOFzWMAVYsnEtgyT4OJ693aPf7GCFlK76PnELBmNnuG5GtQnUM49HAkA2K7GIY8lzbfhHKDnBKNpmMsHyNjVLBvm7vC814y79Bd8j097hOZ7ngvyr2J8fz2++F6a01V/IZUrakiM+ZVvfCYxrgvzngBJl8zP1DHNrvtt3QGg1TQqdW7huaP5qIxI0ueW3ux77ecOUDlHsalecxiemnvK8zi6tPyjXFjZjAC8cx/nIJ2va8dRHmncVPIIY530czBeSbOzNOuM1X8glVsgbLZxC7b41JnZVc1Thrqx2FntAQAdx8tx0x1+0XnFiXviRypvn8/kc8GNHYTRxO3LddfPwzzYLQvGSdB58BuF5Rr+Y6hO1XNIPXld0eOB2V2ayeuy9TJ0d2NRU4kbyOuVPq5vsDCxVnYkJlb12bLujRtAc0GzuHhN1XOCc72uC/ebXr85L4Q0lXYcMZrWtp7tpC5hPaguCrHlMtf09oLntGYiMntyekuJMWNLs7hWXm4MAIh9Y64b42fS84SfQ6/V4blpvat9WPqN85JmgHF+YdYoIIytlW8ID5Cf7UR2OY77/HIaifEY0hg03g8wq08z17hOOs/y+yuryb45pAf9675uW24zvd5Oakslc30BWYP9U0suiL1GuUC3BecMnXO5TfVxzOPjeQ0Ac5pQmX98eTc2eO0GAEDf3MJrQ6vpVF6RP3EK7UEcwle+kMN4X6PvG5re4SGrB+6cktid4/JVcWPH2n4FwJt/uCGDs/9REzRT5kj8Vjw/9D6S59O4YOEkdp5KddZMRF53dD7k/LrzWnkJJsD5LrqbSj2umenHPG0tve/KfJZK7nsAeKkZ5Sg9ONespbZa5GyNNMuTGXyrq/o+j+YR8rjW6z2v84MGyL4uHvRsV1VO4zGp9w+cb3R+4BzwVRHJcyNG+v4Shs/R857XUb235efQHG+eRyFFyruxFsc3AABmQI1X7kzd0U7HZCoie3qeY3rfzGN4aAKfmTQPdr1z7vdqHieAl0Xtak6fKuh5uqEU00zvrDhNL1QjbDzcWlcdgPACr6b0va/OX7y2BA6T/cCu/vTsmiPM+yPmGAPA6R+A19XvgowR+PfKZQQeTQuk8iR+wl+pK/HAU5eMEZiA5syZg2bNmsHj8aB58+bo27cvnn76aa9jjh49isGDB2PGDGKizpw5E02aNPnD90yya3BcXByWLl2KpUuXImPGjGjevDlatWqFvHnzJvXSJpPJZDKZTCaTyWQymUwm079STZo0wdq1azF9+nTMnDkTM2fOxJNPPomsWcms5/Tp0zh58iQAID4+Hs2bN0/Sl4BAEv80+JtvvkGXLl2QPn16xMfH46effsJHH32E/Pnz46WXXsKUKVMQGxubpAqaTCaTyWQymUwmk8lkMplM/0ZNnToVY8aMQdq0aREfH48TJ05g27Zt2LZtG06cOIH4+HikSZMGo0aNwrRp05J8vyT9IjB//vwYNWoURo4cieXLl2PatGn44osvcOvWLezYsQM7duxAly5dEBQUhFatWqFs2bKJX9RkMplMJpPJZDKZTCaTyWT6j6hz585o164dVq9ejd27d7t+HBkzZkTRokVRpUoVPPLII/flXkn+02AAePjhh/Haa6/htddew7lz5zBz5kxMnz4dBw4cwNWrV92fN+bKlQutWrVCixYtkCVLlsQvbDKZTCaTyWQymUwmk8lkMv3L5e/vj5o1a6JmzZqJH5wEJcksJDHt3LkTU6dOxYIFCxATQ2Rej8eDZMmSoUqVKmjdujVq1aoFP78EKOz/Ef3WLKR3VeBZYju74FYNg2ZYcFQOgRkj1S8AxDAAEJjr0f213diaj8MBAFVXy6kMk9fgc4bIapjx2Lep1OBgBqQnBD7XUFqGY2tYO8c0qJkBvx/2gI8qrpPX746kUkO/malbeYW/G+s88QYAb0g9t6kG8zL0XoOSGe6v75HlrG+92OhDA/gZrM3tCAiwWIPwme+rjQTyf+kLL2detgY+M6RX34NB8Boozv0xqJnA33fVJ/g7972GwPPxGlTO19WgdAYl922WR4IOkTh6VWc3xGNDw4fRZYxT0Wfwe7WxDI3xcsEJQMnvVZ8p0jY/fGJ1KekMhO0v3v24e1V2Goil5uR0Q1vecGD3B59zYyPepefteU1MDfJ0ovaNnhjixqpXIkMCbeDA/cYQcwCY5pgvTGwnsc7VqG/67RYgNkPkGSwOABkXlgcAND6zwY0xkFpD5/WYZPF1OkygMiFYPIPpASDtz0StiCx8243x3PnyZTku7yEq9xaW2PvDqNSGO5wDdK6qt4jKSiq3lHDMfHbuae/GwtaSUYQ2N+A5q3MGA801HDwSgfRCuTRE1ad+Vhxwd75lXB3oxna1jQTgbbLEOVnPT//r1FbhdaStGA7+VY9IN9a+HV1b9w/nLQ1cT8g0gMHyejwwxP6zN3xjp+Ik32RKQflmfEc5jsdN5xQj3Nhgv55edQeAn+IoH+rkl6ku9YeGnHMu03VmmDyvMbr/RnWjMnJ3GzcW22UyAG/gO5s7aYMOnjsaFs9g+IwnZf05/TStP1kLybziPLi+gpzLRgd63eM5q+cpG27oZ+Q1tXoKMU+KPBwEQIwrAFkvtDHOuNxUF21uFXCEjEPCOoohFo9Tva5wXXVd+LU2A+B202sM5wptpMHPu2FTPzc2OI4Mq7RJFq/bVxRf3P8sGQ2EtxKTAd5faMOUnjloTm+cL8Yv7A+g9wjcRjrGc1Dvk3hvoMdGztW0HuZBNABgTBd5j+dVoX0S4/cz7pD5cro0zRe93nL64KUTkGf8WRnpHHcMTth4DZA8p/svoX1Q76FU6nwTWGQKACDoldZujOuvr8e5Vsc4t+g1ie+n81dCJkxBCx1qkU7YzsUvVYh0Q2n3UruNmHjUjfF8L7xXTmXjqJx7xZRi8GgaL9oEgc06EjIxuqDamU3ptLEdt6m+Hueg5mUlz7QB5ZlJKm96QB/DQtvJHv5NJ79xnwJAzoXFAQDxJXe6MTae0OPQ/0PaI2SrS/sGnaPZMOsUsknQSezl98sc2lDU+YxRYocba9ybjFgGDJBTeT0J+KyxT7D6tQ1uiMfrxbNiZsdJY+Uyae9XnLXo9YVyGBv37HxOPvckS0HYqdu7i7uxyDeoXfQY5jyt+4XzoV5v4wtH+tyXTVn02tEoBc2JxpVkTvDnMu0zwrlFG9ncPk7jlec4IHlTG6vUWEGlNlniz0AX4TuGFym/vMjCNJZOZ5axNKQPlTo3c/7Sawz3pTaVapTG6Rv1gbB8pb4AgA1pAt3YzDqRaK7GoJmF/L0ysxDTvepPtfgtXrw4Pv30U5w9exYzZ87EE088gfj4ePz666/48ssvUb9+fWTNmhU9e/bEjz/++GdWxWQymUwmk8lkMplMJpPJZPpP6778afDddPz4cUyfPh0zZszATz/9BI/Hg/j4ePAPES9cuIAPP/wQH3/8MYYMGYKuXbsmckWTyWQymUwmk8lkMplMJpPpn62KFSv+7nM8Hg/Wrl2b+IF30J/yReD//d//ISwsDNOmTcPGjRu9vvjLkycPWrdujWbNmuHbb7/FlClTsGjRIly/fh3vvPMOMmTIgKZNm/4Z1TKZTCaTyWQymUwmk8lk+vfKLw7we8D+NNjvTyPS/eO1YcOGezrO46E+jY+Pd1//Ud1XRuC2bdswbdo0LFy4EL/8Qty6+Ph4PProowgKCkKbNm28eHisI0eOICgoCPv27cMLL7yAPXv2+Bzzb9VvGYGo1R3I7EA/GACkoUkMvek2SmJ1Pve57rhOHp9Toz8gtkVIGmFbMDNCMzWYhaL5MczL0dzAhvN9j2NOyUsNhRN3bBRxSjSLgplK+r7MxNEMK+ZrMI8QEPbLobwSS37Tt35POH9tHntTmBr5zxJTQ/OYnjtAJTM9AOGJMOMFEK6NZhtx+y5/VWJnM1PJrEBAWFOaC8bPpNklzAlhnhAATOhAZc7NiukSkxoAUPxqlBua7Xx/vqCBHNb3PWKqzOwQ68a4z/keui2YAamfe3JDukaeM3IN1hnl+TOwP5WaExRasBS9UICdNueJVanxP3NzO5wXBrwBwFsfU3lAmHluJ5QUbo0JwIL6vjFncu1aNsgNMeNN9xGPez3mmAmX0NwOVm71zMjU3FFmSDGPEJDxxLwvzclivk5yxaV5wonpOc51qaeYmm0d3pHmj3JOcaYIAGFx6RizwJifA0jumaQwkpxTmK0ESDvqucbzT7OamBfIQxmQPBfY+3U3FrL9fwC8eWjcRprXw1w8zX1k3Uwur4vu9j2O66xzLrNc9Xxntpfmo/Jz6Gfj6+gxwqzBGRCG55pZMwAAlbsJJ/RSE+LSaeYZMwSZM6jvN7eWsKGOPR/rVXdA8qruyzlNqOQ2ZW6urmdQuypubMr8r/Bb8dzQvLaxXahsqeZBQrxXPjdPyZkSdJJkZB1hRPEzPqHoKNz2ei3kvtf8N94GaB4gz4Wv8sl60WsWMWf12sVjRKdXZqTpfk6I/cfzSO8v+NkD5wgDbOYHtD7p9uO9RMqr8JFm+gUuIZ5W98XSVsz70nxIHod6PeE5q7luH7xHpZ5PvN7qZ+PraW5mSmfuePHagolnmKmd5FdmsTFnUudZ3hfonNF8DO1Nxg0QNhsz87h/AKDcezR3Oh8WniNLtwW3rc7l49ITu63X8blubHg9h+2rBs64ahTTuYDnjs4FfG3NUGRuq84tPI+/KSCxrH2ItzdzmzDhms2m8gvFYeNcqjmvzEvTe7zHf6ZScwaZF6sZnhn7OPtRPUEdcOWNibJX5ebQ7Gp+Jv28tXef9glujSsHwHvOlt5MJXOtAaDzAOrzzrOlz3k+6efgfeGOEr4xPTa4CppXO/cCPVOyTrT31vtT5t2NOyh9wJDVrfOFRdxkDpVHU8v++akYqrPmPnLO5c8DAFAmgkrmAupn0zxhXoN1jFnh3ZsFSpAheAy8BIDCXwMAovLJh2Be73Q78nzv207y4bHSp7zuBUg7NlwgsbXOj3Oyn5AY5y3uWwA4WuEYAGBjjpxujPfS+nMFs039g1XbOxUs1UDGIe/JX1oubT+zC7V984O73NjpM8UAAAW+kctxPtAcR/7s1XmYrKPld9M6qqcE5xfN9OYcFusn/FtuYF6LASDn1SXAzwJ6Nkbg3yuXEXgq4MFkBGaLNUZgAho4cOBd34+JicGOHTuwbds2PP7442jfvj0eeugh9O/f/w/fM8m/CGT+3/Tp0xEdTYBk/m7xhRdeQJs2bdCkSZO7dnauXLnwwQcfoFq1au41TCaTyWQymUwmk8lkMplMpn+r7vULvXXr1qFu3bo4cOAAwsLCEj/hLkrSF4HVq1fHV199hdu3b7tf/qVOnRqNGzdGmzZt8MILL9zztZ5++mkAwLVr1xI50mQymUwmk8lkMplMJpPJZPpvqGLFihg7diyCg4MxefJktGnTJvGT7qAkuQavWrUKv/76K+Lj41GmTBnMmDEDZ8+exfjx43/Xl4AAkCJFCpQtWxZly5ZNSpVMJpPJZDKZTCaTyWQymUymf5UaNGiAhx56CJMnT07SdZL0i8CMGTOiRYsWaNOmDZ555pkkVSRLliz3DEk0mUwmk8lkMplMJpPJZDKZ/it65JFHkDJlShw8eDBJ10mSWcitW7fw8MN/ivHwf0Y+ZiF9KwPPZqTXDrU5fw4BRK+vQKWG4VZYT+VA9aflDMjVkGeGxec9JLGf9hMsfcRaAaXzuRoCz1qZJVD+x6GW164l5iMMbdf3bbDA+z1AoOAadM1QWg2cZoiyBu6yX4SGRrdywO0MmQbErEBD9PncCNXkw9sRkPd0AYE311lCpQbpMjhb14XbnMHKgADXU6i/cndYzF5w9ZXVnB/kKsp5shQE39XtwtfrMEFiDEHXZh3rHLCxhn2z94YGObMBCwOkNdx6WU0qNZA+cv4IAEBAn55ujEH8GlDN4PVBZcu7sRbHNwAAZhQKdGMBuSMBALGpEkk94x2XlI4T7n6cCZEFCQZcaL/E9jnzTZskMDRaw8sZHj55pOKzOpNna48tbojHkjaXYSOB7p2ekqBDNG+RZbgb4nnCBg9sPgFIXkjIzIFNdvS9nvleYsMb0n1n9hdDAc4jGkD+2udU6nnAcPBN6kfoPP41oJ2B5hoWz2YA2nyBDYvY9ELXpdEkgXQHINbneiccE4LeQyXGc1wbGXBO0cYIbLihcxWbMQWcENh4bHbKb3rO9s1Bf04Qukf+RfFNJ/d4rgscPM/xGwC8wf/+h5w+1w4PTgPGt5rhhg44+VznPs5b2vOK22OVMg1oPZbabWMNX6MivT4NOkyGHOExzX3u0b4urXHjlskax8D3pbXkGsPep1KPB+4XPQ5rB9cGAMybH+7GeF1hpj0g45TNcADpK23Gwble53I2itFmCQyn574FgJBO1EdhTW64sfoLqbx9RuD4K98gOH71hTIOvZxpHIUupjbSpjo8F/OpvSYb52hDDTaZ0evP22Op5DUMkLmv13l+TjZ6AAD/aWRygaZqce1Erjva4IHblA2BAJl3ui+5j3ieAtJW2myI+0M/B++x2LACkOdNe1LatP0sGqehDWjejRgpe4qefZzjRnVzY1tXkdGIHst999O4WhlX241Vr0kmG/EdxWTgvJMfMi4p5camTKV8rfuK9zI6j3Cu0DmX68CGJ4DM2YT6T+fwJY5HgB5S3N66n3ne6T1UU8csRBuc9Bnie1yxdpSrslWTXMV5usYKOY73IeOWrnFj3V+pDAAIKVPcjd0osxO/VQnHgyxyn5gdodV0AEDx7QLc5zVQ78PZEKegWoPZLIPbQj+T3s/xfll7YbDZhB6b3A/aHOing+UBAOMWb3BjnD/KDaT3kpWV99gITK9dPF90e6/MQaY/1Y+LId3K89Qu/g0lv7NxiF73/K9QXgrtInmp/UTa77X5zONzrs75/PlD58NNCfyhGJvo6b0qr+96vUUqMq4Mbed7X92OXH+9l//ayUeeI2p/k+sHAMDWknI93lPz2ANkjZ5bKZMb21rnJwDeY52NaYIK9pOgk+TbLJb8MTkfzfP2+2VPxnunLX4yrqtfoHGt92k8z1MkQN7ShkY9O2XzvjCAKYvo86c2iWMTFb0+vdEM+EWZ0phZyN8rMwv59+v06dN48sknERAQgCtXrvzh6yTpT4PtS0CTyWQymUwmk8lkMplMJpPpz9P169fRoQP9a0iBAgUSOfruStI3ebdu3cLWrVsBAIUKFaJvn++iy5cvY/9++ueyMmXKwON5wL6lNplMJpPJZDKZTCaTyWQymf4CDRo06K7v/9///R9OnjyJL7/8EjUhDAcAAQAASURBVD///DM8Hg86dux413MSU5K+CAwPD8frr7+Oxx9/HMePH0/0+OTJk6Nu3bq4dOkSwsPD8eqrryZ6jslkMplMJpPJZDKZTCaT6R7kFwf4PWA/uvL7w0S6f70GDBhwTz+Si4+PR7JkydCnTx80btw4SfdM0heBS5YQfOT1119HihQpEjmanIEbNGiA0NBQLFq0yL4INJlMJpPJZDKZTCaTyWQy/SdVtmzZu34R+PDDDyNt2rQoVKgQ6tevn2SjXiCJZiHPPvssDh8+jAULFiAoKOiezlm0aBFef/11PPvss0l2Ovk3yMcsZEZOoLBD1HeIsqV6V3ff3rKpF71Y0EDOYRpznHLFKOnQhzUhmknNij6cJwOBZxOCYGuAL0ORNfCdwbgM7AeA8scJ2r+wvhzH0Nynf5AYA8/19RhgXXS3xBjqq/jaLuxbQ9OZV8/QXkAeV8ObGcD/xSsSq7WUSg3qZ2iyBuszGFeD3hkwv7iuxBiircHB3H46xjBk3UUM22bYMyBQZx1jMDWbP+hrZzgvMYbhczsCAipmKDNDl7X4+ncSX0Mb1HA99bhh8Lru04zBZD7iRRuf1BYA0OKyAPi5nTX4vNECJ12luCpB7mBN7t5T9O4P8E/WhccBiPkDIH2pzXJ4fPV9UfJH58MEftaAaD5O9yWb7+h57HiAeJ3LhhwafP6Lw/69qv5tiOcRG9PoMc/jRXtOsFmBNrJheDqD6XXd2chE10mDz3loaHMKhuO3fivQjbXfFgnAG07uDE0vgw4Wm58AAoTXpkgvBRPgvg0EcM/PziB5AMh+gko9T4qNcUwAlPNS+4m3AXjnvsJ7qbzRJMyNle9E6/GGsoIB7vUBnavzHLezBvqXiaBSGyoN6eP9jIC0r45xO2vzgxn1CNzOJikAELuJxmRgFjHCYlB+3+Mz3Vj0djL/0MYNPP70PTimDVh4zH35MpVsKgGIsYS+xqxmVOrxxX2koei8hgwYILFHr1O5XP3bZvV3ywMAojpucGM8hvQawuZdbKoFSL7W45DTpa7fyHep1BD40BSO0QEnBQBbP5kLwHt95OfQ/czPq41n+BwNny/wDZU/Py6xgCMExY+q+JMby7+D+n7K29L3rQs5Rh/sEgGg10TKZXrOJrQf4PnWcbzEGPKvcwCbWakmcHOjHq85p5cHANx4eYMb43ykjTQGFaXxumaUjFc2kAmYI6YebCDDJips1AHINN6tliY+TpuucJv1+ljajNd53c88hnkMAGL0ofcjPIY25BbzmOJnyDxmZ1HJD8V3U37g+Q/InkLXj9ue5wsA3DhP1z5W+pQb475iAw4A2Ox4B+g1hNtFj83Vzpw9k1liWTNEAgCyLQ90YycdM58DKn+xnlP7BjY3qLxCDJC2ViAjC712RZ6hfh68Tfq5b8HXAQClsvzPjXF76PnJeV/vndjcQ69tvGbpnMsmfOeqRroxNq5S08TNATr38FrQd6h8lJvSij5I8lgLPT7Cfe/0LDJ909slzoN6fPE84HoA8txzq4kJVchQmrvdz0veXnmB8rben4ZXonEdtErGNbeZ3g/wOT8+IbGAHWRcEnRQjEt4nztB/VXcNid/6c8VvG+5XWGjBMe+DQAofznSDXEdug+TMcLOIb2KyOfb4c/RfE9WU/aqt6/Rs4W1lGfjfKT341tepvfXlBQzE+5Tvc/lsTH3eC83dvoTMl/ThlSdm5JJyJSJYnzD76981fejff5v5AsGzv/689FXZenZYx8Xkxduy567xXwnfh2Z72hDsf/luIHXz8m1zCzk75VrFvKT/4NpFpLphpmFPCBKklnIyZMnAQBPPfVUIkeKcubM6XWuyWQymUwmk8lkMplMJpPJZPrzlaQvAlm/50eFfOytW7fux61NJpPJZDKZTCaTyWQymUymf5wGDRqEUaNGJX6go3HjxiVqMJKYkvRFYIYM9Pcyhw4duudz+Nj06dMn5dYmk8lkMplMJpPJZDKZTCbTP1YDBgzARx99dM/Hjx49GgMHDkzSPZNkFlKsWDGcPHkSM2fORNOmTRM/AcD06dPh8XhQuHDhpNz636tDeYHbxNrpV5J4JSUV02lZTeJEvHd5uBs77DB+NO9oeBbiBLW/NsONhXZ0frlZUSA50aurAgBeWi/AkDU1bjj3kusxV0rhBV1uX8j7R90YczZ0XZh9oTmEzCfRjCHmYmhWBnNomDWnr838O0D4Uv9TTLMmDltFc6P4OM1YYUaSZrYwr0Yz0vi+mu/EfI/2datI0AHrrH5ZOBvfO0wczTZi/o7mzDATTbOFmIGUdUWgG2OWjOYnMXtGx5i/o5kpzDxjdkqOE/Le22OoHNcgkxvzT0PMp++e9b2X7itu54bzJZY2OIReFFHwmaHvwUd1PgcAzPB9BygocMSghcS6CFsqPBoGS40r+pIbOuj0izvm/01K/zMAIKCr/KtRqbrdAQg3CpD+CKwnvKMszpjT8+msw2HS7JmLa4mLdDO5cJE4H2jGHPf/+goSW+TwqeopzhhfmxlpzJMEhBelmVxdR/vW6ZsCVGo2VfuhxCqqHSG8RL5HSF1BVsxTOYrF/LDaxyPdGPMF9bjm4yrPkTkxbijNCZ1bUjpDXKMvOVlMLijnXnbmU0qFuRzejVg74fUlZ5SPI37reVUXZjRp/tWKGlSeySIcoy4Oe+n0k7fdGDMWL6h/g2P2nYNCAiBsNt3OJ5+ksv5CiTH7SPOvOKc1TzPOjcW36ozf6vWFNCbTqFzFbZ+jUnM3lmcacRLDRm9xY8w06ntmihtL17U1AOBn9WzMzmJWoGZgMgurZxap25RRVOc8e4XfhA8oV52e2tcN8TqgmXTM9DurmGbMndO5l+ukj7vYg57jWtnWbozH0ORmwmAa14PGhu4/nscvzVF4lrUK/uWIx7BmSzIfMv9yOfdcCZonmvPKbFrNnWMGH19DH/DGZ6FuiJlZ+tyZq6idm9cVZl3dxTJ/WbxHyNmnjRurnYFYmwqbifx7nTZSG4KAE7TH8U8p1+V1W8/Z2Fc3AAAqrpMYMxj1OpriGo3XyhPySNCZPI2PCyuMGYec0zRbj/dGmjfJ/aI5f+luUpsNvzbYjW2sQ+Ov6mo5jvtoXUWJBVyj9W5ePmFCDerEOVL4fVzPjRUkP3B763uwagcLB3HXEHpe3QcT29G1NXuZWc4/PC0x3mPpPRSvBZpjvNRZa2opdtzg4EAAQN8s8vuFWU2p/pptxyzQUwdlT7a1/1cAZA4B0kc7Ssi5I9+lfu6j1rhKJWkN1LxJHs+apflVFuLYYa0sboMa0iDyzxHtxpjJrOdO+MRIeh6Vc/kerc/K+j0itfB+WZwDqhWRPi/o7H2ZOxqcr6f7HrO6mV+or6F5jnyu5vfx2J3SQ+YVr5Xtm0neru7su/qVlDo1m0XjWj83jwP9eYE5krotousQGzDPcpl/K7tQm/KeFRDmoN4HzfWjvUzsnnJynNMHep/tMlo1THYxbUDSK3bp1g9o/F/7WGKV1tGzaVYlc201ExSH8gIAKp8p7obWvE98Pz2+eG8ePUA+56W/QCV/hqF70Ll6vZ03i9Y0GTVAdG7qh+Q1JMZzVbPHu6bx/ezXM0d7ejFSOsnT1dnX75YJ4H9D1miTyfTPUZJ+EcgGIWvXrkVISEiix4eEhGDdOtpxvf7660m5tclkMplMJpPJZDKZTCaTyfSf0cWLF/HII48k6RpJ+iKwQYMGKFSoEOLj4/Huu+8iKCgImzdv9uL/3bp1CxEREahXrx7effddeDwePP/88/f8C0KTyWQymUwmk8lkMplMJpPpv6z//e9/+OWXX5A9e/YkXSdJfxrs8XiwZMkSlCpVCmfPnsWSJUuwZMkS+Pn5IV06+nOEixcvIi6OfvMcHx+PLFmyIDw8HB7PA2ZnbTKZTCaTyWQymUwmk8n0T5ZfHOD3gH3f4vcvRDb9QY0dOxZjx471ip0/fx5PP/30Hc6g79IuX76MK1euwOPxoEaNGnc89l6UpC8CASBnzpz4+uuv8eabbyI8PBzx8fG4efMmfvzxR6/jPB4P6tatiwkTJiBjxoxJva3JZDKZTCaTyWQymUwmk8n0j9Hly5dx7Ngxr9ivv/7qE7uTKlWqhH79+iWpDp74+Pj79tVsdHQ0VqxYga+//hoXLhDZNH369ChcuDBq1KiBZ5555n7d6l+jzZs3o0yZMu7/jy4MFEhDryvXIujrvG0CgmWoLsNkAeDDHlTWWiqxrOsdqK4i7nZPQ8DpkJoKeO2QbEP2zPWpGxtXAAIJZsAyAPQZ4l0nQEDuGvzPkNtXFDh7aisqS26XGF9bg6QZoKth41wXfm5AQNc9PpQYg+u1wQnDqvVxDCfWgPRmDmy5dITE3h1JpYb8MzB+ZyGBugcevOFVJ0CA1NtLSoyfPdUViTG0WYODx3ahsu1nEmMYcnZl9HEkl3edACA0X3kAQPjoDW6MYelcPw0q5/vOyFHejfXaRudq0DwDvp87ILHSm6lk2DogUHJtvsDwfj1uGPYddVzBsF9dgf+kOikK9Sdv+b7f7lMAQO1q7d1QeBn6Bfaa+gLxZmOHCEkvmO0QGXgsA2IUsTJOgPA8kdk8AAAup6GSTSIAmTM87wEg/zC6jn81geizmQiPPTabAWTMHVdAbgZYZw0WYD7TzU8/G+uGOLf4f1nejW3svwEAUG6hGHT0mkoGHZXEJ8nn/vp6PEYBYHIMGbGg1TQ3Ftqb2lm3hTYXYOVc7xgxKGJ42AKCz+vxz6/1NdgkSOcRhpvruchtqgHfPN80RJ/zeYX1EnO8orxiDO3X92VgfFADYfuGz6bnqD0svxsLOkhQ97BRW93YvBxk4tNouuTIXaUpRzLcHZA8rWHy3B/agIVNCrTBCZtXaCMGPo6h7Ro+37ch1flchSg3lrEdjbUWucUYhNckba7TvFsgAGDj25FujA1T2GQKkH7R62hCY4THPZulADKvWk+QNosu4NtmQdXISKN6lslubGUWql9kS6kfj2dtTDXsffhc72Zy37rwmqnrztfhnKCfQ68JCc0nNgJa0EBic5y8NKS3xHjK8D4DkHZJaDzosc5jeNuLvsfpczkfaMOb/o4Bn95P8Tl6HfvqMs2F4jnEUIlTxIns3tcHZHzrecU5Wpsb8HjRngWco/R+qX1X2sdtbCtGFNwfer80Y+pGesGTBEDxM2TuwX0ByPzQ9WODN23uxO2Y0DzVc2yas8fbmUVMYU6XoPu+rX4AkZCpAhtq6JzGc1vPcTZz02vHM868q7FcYpy/2veWulwqQHVhcyldfz3WOc9o0wzuy/YNyrsxd93pptZRZwCwAQwgpld6HPK40jE2N9J7fW4PbjNAxg73ASB7aO6jjNNlXzVv1kqvY4CE9+38jLmOSGyv4/GoTUV4LUpobdUqNoaMn+Z9IqYSjY5v9X4IAG32kwGGbm8ec3rfzmvmZ29IjNvvzU8lxuY3eu5GFaCPvYN7yy+l+HkntpPjwtNTnUNnS53bpx5BL9RADL9ARk86v7IZS+G9EnO8QvDylxLLfJZKbWb1hrPX35JG1tb2m6J8juswgUrO5YCYSenxkOez8gCAyC4b3BivbUHNZLyGbKI9W/cz8+RkJ7FmGyhmVmysoo2wygwD1qjtWkREBEqXLg3T36MrV64gderUwMVkQKoH7BeBV+KBdLcRExODVKlS3fNp3333HVavXo09e/Zgz549OHjwIH799VcMHjwYffr0+cPVWbNmDUaNGoWdO3fi6tWryJEjB+rVq4devXohICDgjucdPnwYQ4YMwZo1a3D+/HlkyJABlStXRr9+/e76iz6tffv2ITIyEgD90i84OBipU6fGmDFj7nhOsmTJkCpVKjz//PPIlSvX73nUBJXkXwRq5cmTB3ny5En8QJPJZDKZTCaTyWQymUwmk+kOCg0N9fkz2qRq9OjR6NatGzweD8qUKYNMmTIhIiICw4YNw6JFi7B582akT5/e57wtW7agatWquHbtGvLnz4/SpUvj22+/xYwZMxAWFoY1a9agZMmSCdzRW4UKFUKhQvIvbcHBwXj00UfRokWL+/qcd1OSzEJMJpPJZDKZTCaTyWQymUym+63nn38e77zzDubMmYODBw+iWbNmiZ90F3399dfo3r07HnroIaxYsQIbN27EwoULceTIEVSqVAnfffcd3nzzTZ/zrl27hvr16+PatWvo1asXvv32W8yfPx/ffvstevXqhatXr6J+/fq4fv36767T7du3cebMmcQPvI+6r78INJlMJpPJZDKZTCaTyWQymZKqNm3aeP1/smRJ+y3b8OHDER8fj1atWuGVV15x4ylSpMCUKVPw9NNPY9GiRTh06BDy5s3rvj99+nScOXMGefLkwZAhQ7yuOWTIECxatAjR0dGYOXMm2rVrhwdd9+2LwNu3b+PAgQP44Ycf8Msvv+DXX39N9JzmzZvfr9ubTCaTyWQymUwmk8lkMplMPrp58yZWrCAOfePGjX3ez5EjB0qVKoWIiAgsWbIEvXr1ct9bsoRg3Q0bNvT5MjJZsmRo0KABBg8ejMWLF/83vgi8fv06hgwZgkmTJuHnn3++5/M8Ho99EZiAHr4lYOjIqWQSooH0DMTWgHsNbWYFZCGA9MlPBHye9ggZClzKJXDptNOJBF5NGXkwALZ7js5uLGoi1YUB6ICYQzAUFxD4dUKgbYZHA0CwA9VuMltiDC++oP4cn59XQ79XTg0DAMw+G+TGzmamUsN6GfDOgH1AwMba0IIB5BqeXMKBcmuYNoOUdRtwP8xse8ONLapH5aS2chwbcgzKIX/3n2fCDADeMHkGGus2uOnAuzU8eagDVWd4MyBQaQ26Djm8wet4QODKDMZuqvqATRqa5dvgxhhQrgHHdRdTqeHSfN2iypyFQdz6/nNrOfDVJ09KkGnVerCffYLKzN4O5P96JWQQkoB0Uw0eTeYVemxeBM33/FeFVh09LScAb7D+yvM0JlcumOHG2NjnpgLH87hun7u7b3BOBzcUOpGA09c2yWE8rtl44IP35D2efz8/LjGGZUeOlPy11qmzBtKzIVCVuA0+95rZ4yc3xvcbMEDO5byp68Jtqtu2X1wIAGBQGlnw+Tkazpfj8h6ikmHwAOCfhcxWdgwV0xWun843HNPQezYtKKvakQ1ENOCejVcY4A2IKYye25zXP39NYjzttCFD3xyOAUUGMaDg541t9T+fWMhUMdzgfPiW30turNwcp90up3RjMakpX2qgOecXbYTCz8mweEAg8Tof8n11Lg1c54z/szQ3dE7FwQxe1weA8P001rarGJsvNN8ua2b5y8RB1nNoiMOpTn5TYmPfplL3KfdVvcUSO+/USxtxsTlDi/myrrAJlB4Pa+ZTH1VeIaYiN1JFAgA6jpfjuE15umpdlW5x10xtINKoDwHr17wt/cxzdm61dG4sZCi1s95LPP0Dldp8hOedBtxvc1A6QxTvm9ci3S687mjzFt4baAMiNr+5ojjkAZsD6YVy2JrfkOqsxw0bKek169TQUABAtSJi0IQ3aLNz/oiA2LlduNRjlOefNt5gjwSdC9isQ+cqrkv7bZFuLH4iPc/z38hxbP6j+/5Sl3IAgBJqvLKxQ6McI9xYQNmeALz3LVl/oHGV/7CMQ257vdbw3NJ15n3DpZdPubG0m2ksTRkV5XOcNgZh053ow2Jy0f0gmVxoswRuK20802colXqeuH2pDkxxjfK6Xk84H2oTnJ860n4T1WS/6ZqOZJDE5BpmKdeMqBJkEsL7U0Dyge5zft5YP5nHK+s4LnIHZbO/dVGA970g+3DON4AY2mXdQfXMhpXue41STAEAHDsj5g+cU2vXlf3pzBy0H9BGOrzHPJVdPCYrFaHxX2y/jBHeYJdPIffd1YUMN7TZi+v2ohIx5/raleTzR6l36fPHljJy39pLfA0Q+Fyd064/SqU235lUks59adNGN7bGj+aJ/jwVPpLqrA0CUYgGXViMtB/v77d8IiYbIT+SOU9k4dtujB9TPwc+fAcAkLx3iBvisVsyucyTkDLFqX5jdrox3uvzfgkANpR11lvtPFOQEmdgJbmH67aoclT3kmwGJgvU1tG05h9X5oycyzhHA95zxmR60BUdHY1r12hRLFq0aILHFC1aFBEREfj666+94vz/dztPH3cnPfTQQwCAvHnzIioqyiv2e+TxeHDr1q3ffR4rSV8EXr9+HRUrVsTOnTtxH82HTSaTyWQymUwmk8lkMplM/yJduXLF6//9/f3h7+9/h6Pvr44epX+cT5MmDR577LEEj3nyySe9jgWAX375xf3RW/bs2e963vnz53H16lWkTJkyweP4ezP9/dnf8V1akr4IHD16NHbsIB/5559/Hp06dUKRIkWQLl26JP/ttslkMplMJpPJZDKZTCaT6d6VDLfh+9vZv1fxAG5DvjBj9e/fHwP0z8r/RP3yyy8AcMcv6QAgIIB+ga2/sOTz7nYun8fn3um49evpTxdSpEjhE/srlaQvAhcsoL9Feumll7Bu3TokT578vlTKZDKZTCaTyWQymUwmk8n079HJkyeRKpXwO/6qXwM+KCpXrtw9xf5sJemLwCNHjsDj8eDdd9+1LwHvk946vhTwc4A5FzL4HnDV4Y90rCSxVgTg6VlUQZCeJnDO+8MyuqEpPYiHk+uIHFZ9O/G88n9WSo6bSlyM0OTj3BijVZifAwgbUHNwmM2heUzrKlKpkRXMytAMK+Z7MGsLEIxFs1kqdpBYLfmbCn/E/wgB6ub1EB4Nc380x+KE80te5m8BwPSWVGpWDHN8NLcm81nv6wLCLGImECB8MR3j64VPFQ5bfycWjTyqzsSiektxsnY7HL7a1YRPlKkuMYs034xZKJpJxawnze8IHEbcnXmzqP0U0sbtt5tqOjP/RB/HDBN9Lz53n+JLfezg7sLqJ/Jz54iyvrHFCQCtTMBEsrNvp3hVux1Uheb5RJVxuIFnc7qxVM4/bGkGXtTLNCY1A5LZkxkUw639cRovjcsIt+n8QGLONPxYjmNWneav8Zzm/BFeRthigQepnjzOAOFGab7n+gpUMqcIEOaZZoZl3PEUACCbn/yc/1R/4iIV3itcn26jqNQ8tOWvUplcMVhHdaUyOq+wfpjJk/ZDcTGLLkO8tozBwt3qNYq4WwmxzzQjSvOsWMzg0yyuNJep1GzOMhFUTlRM4le+oFKzsyY4fMHd6tzHHazvh4r/k64uPcfKlLIpW/Eq8Z8O5JPjmKWk+7nvQPpLgPKbpK2CFtPrLGcuujHOvzqncJ/rduHXOn9xXzeZIzF+fVL/A7MDEGPm2Yvb5a3+AzYAAHIuLO7GVg4g9tLwDMqZrqYDt7s6wA3xOlUsWPHiihAYb2Z/GXNZnPUi64pANxZ0ONLruQDhLZVU9eM21Ww9ZuWtVUu/u86qxcZ/Gi3CmSrNdWPMutXXY8bh9pIS4zVdswQ3dojyOh4A5jakfi6+W/qU+4VZhgBwwy+Zc66Mhx4fUhlRRo7jNfXGLGn7fc0me72n69r6Q8kfDGYstS/WDTF7T3MDd7WNBAAUmyPr7Q2nMY8qMFiWM5OdOsu5a76nvj5/WWJrHTag5msy/4znk9fc6JQJABAUIezSwIG16QXDlQGEBtO8q7dIzmWGaK8GgW7Ms4OOm9JB2GxZv6NfIowYIm3xhIPYTYiLHPRMTzc2yZk7PB4B4NITdO20P0ouqLaKYifUX0Xxc2vmJ3M7Nc+aF6qpwcI+4/VCc0D5dbmIFW4s5PojAIB2E+V5q66mUrNa+w+gUu/nuA4B7YSRFuHkSM3v432mXhN6OWzAkmqfW3D/KZ/jmEHX62Npe3dfXWazG4tN4fDpyso6UXst9cP0lvJsPcZTm0+uls2NpXf20nr/yuNkaS2Judzu7MRhnlNGfhOU2mHb6XW0ZwaH+1tW2HDNixLPsfph6Stu5wxN5XrFahJXrv0FGSOdnPGff10mN5blDI17vc9AeqpfvPrNEvefXhy2XKU8fS69HJfxDM3J8JsqWY2m+by1pBznH+HkeAX9DJ1OFew3Xz5073P2Tnq95f2t/uwS1YTaSvf9ltHEkYzeLxzJ5E9TmbOdmAwUrzQcAFD+mtSP1/m5hU/LBc9S4jqdWY5bW4nWp7l+r7uxuZ1oovSaJZ97XtxGuTZ1jDB++zufywb6Cd/5EyevHqkf7sZaOex2zaB8aTPl8HSXJYfznNGfj9KFAxVhMt27UqVK5fVF4F8p/nPgq1ev3vGY2FjK5bqO+s+I73Qun/fbcx9UJenvd/nLvzv9nbTJZDKZTCaTyWQymUwmk8n0dypnzpwAgMuXL3v9ua/WyZMnvY4F6IvAdOnoHyJPnDiR0GnueenTp7/rnx4/KErSF4F58+YFAPz443/M1dNkMplMJpPJZDKZTCaTyfSP0LPPPuuy+Xbv3p3gMRwvXLiwV5z///ee96AqSV8EtmzZEvHx8fjf//53v+pjMplMJpPJZDKZTCaTyWQy3TclT54cNWrUAADMnTvX5/3jx49j69atAIA6dep4vcf/P3/+fNy+fdvrvdu3b7v+GXXr1r1rHR566KH78t/DDyeJ8pe0LwLbtm2LihUrYubMmZg3b16SKmIymUwmk8lkMplMJpPJZDL9UX3yySfImzcvmjdv7vNez5494fF4MG3aNKxatcqNX7t2Da1bt8avv/6KevXquX/9ymrZsiWyZMmC6Oho9O3b1+u9vn37Ijo6GtmyZUvwnlrx8fH37b+kyBOfhCucOHECV69eRdu2bbFt2zbUq1cPjRs3Rt68eb3skO8kYwsCmzdvRpkyipodUhR4Pi29ZkL6OoVgdYwCtAb3JqDseeUtMq6IAylWZPGAboMAALGLWrixjY55hTZ9aD6M4MSXCgiAlkH0iqntKrv6M3mGeWvYOIOzNRCfgcHafKSo8yvbTco3opNjmvHqcokxzJcB2rpeGg7OYGNtfPGKM9ff+VBiDIgupAC53ztg9tlNJcZ11aYGbHaiHc8Z3q+PY3i5huMzsLue8Jlx3oG/a9MHfjZtPsLSUF9ut+cOSIz7pod6Xg03B4Cie9Q1nKFYbonA2Gd2ISA8G1IA0qf+y6u4saguXwEASuyQ435wgMkOtx+AGJxoA5hiywkqPWK0gNQZqK/hzS7oXTsj8IFdxrqhwL00JyILJy1BPtAa87b7MltdMvZh8DoghiAapJ5zL/VrbHaB/DOsWo8lnsfajIbnoh7rbHCg5+yEDlSyuQEAVHPmXcZK9A9G/tMbue+xaYce89yljcYIbDy6DI0NbUbARgIarM/Aejb0AOTZ2GwDkBylcx9fRwPuefzx8wNAx/FU6tzC7ayvx/XTsHGeO/oeKR3msDYVmVzWGeuKyB01lWD3GnBfeTX9e15YffmXSc4pnmmS60+/T7m+wwQ5N7wHmRP1aiUGCpxXtSnFjEKBdHz/SDd2UBmHsHq2I6MWnaxie5CxkYbEsxFDUfWXFcPj+gEAbgwd5MYKfEOlNoPh+ulzM54kUH1kCYHt8zhhsxBtOMJ5fVQ3iXHf67WLjaR0v3BMrz9s2pHzPTEQCWhGz/3z43IcG2TotZqvo9dWTm9s8gGIOUmvy6FujNcfvU6xMZU2yeJ156rC1XCdtXHJa59TuaKGxHi8aAMw7o+6au3i9yutk9hSZ+hq0x82gpjWSmI8L7UJAs8TbR62sD6V2giCFVo2v/xPhfUAgGMpxCyN20XvQ7hfh70vscXOP+Lr3FPqMOUebbbCbanXW95/8L1Gd5X3br9P5hDp3hWDjougfNx+geRjfjY2RwKAYjnIjKBUVzEj4Lw0XbXja047c04FZHxlnCNrNS/mMw8Od0Ocj4qo/QCbDel+Ge+YDun1m99/S5lGHXiOSm1MVSzFRnqhEvGIfGSY0rOsmFDxoAv8PKcbijxOx2UqKeYGP12jfOOfRUx6/s8xTfN8I+Mhug4ZXmiTJR4HT56UGI8vPbd5HdkCMdQLH0mGerW7lndjl+psACDmLIDkf23UwmulNkdpOZ1KndfZsIsNUQCZx6ETIyXoDISogzI28n9Da0KbqbQm6LWGzWjYCAYA0p4kk5niBwRyz/lyYH85t6Gzv/AcecqN9Zslbc/i8c97AUByXuG9EuNnVF457l5Zmwnx2ps190Y3FnWBjD70fpNzhuMfBEDGJl9Xx/RavboqlbrveenVxkH8Wu9Lef3WdTn1aiQAoPbAQPxW4ZvEtGbeGTLwaHRGnm1mDno2bcTI65muH+dunWe4DdpOkhivLUfPizlWVCsyH9GGHzxXW09T++aKNOiC3qzshrh9df0atfUDKstAi4iIQOnSpWH6e3TlyhWkTp0ayS4CngfMryL+CnA7HRATE/O7zDT27t2LDh0kqRw5cgQXLlxAtmzZkDVrVje+ZMkSZM5MyXTAgAEYOHAgypUrhw0bNvhcc/To0ejWrRs8Hg/KlSuHjBkzIiIiAmfPnsWzzz6LzZs3I3369D7nbdmyBVWrVsW1a9fw/PPP4/nnn8e3336Lb7/9FilTpsSaNWtQsmRJn/O0Nm7ceNf3f4+S4jacpN8T5syZEx4PfeCOj4/HokWLsGjRokTOInk8Hty6dSsptzeZTCaTyWQymUwmk8lkMv0LdeXKFezYscMnfurUKZw6JT9cunHjhs8xd1LXrl1RoEABhISEYOfOnbh69SqyZ8+OXr16oVevXl4uwVqlSpXCvn37MHjwYKxZswaLFi1ChgwZ0Lx5c/Tr1w+5cuVK9N5J+fLufippf1gMeP0kMak/TzSZTCaTyWQymUwmk8lkMpnKly//u79nGjBgAAboP2NKQJUrV0blypXvekxCyp07N2bMmPG7z3vQlKQvAqdNm3a/6mEymUwmk8lkMplMJpPJZEqC/OIAT1zix/2Vio8D7v03e6Y/W0n6IrBFixaJH2QymUwmk8lkMplMJpPJZDKZElR8fDwWL16M+fPnY/fu3Th37hwAIGPGjChatCgaNmyIOnXq4P/ZO/M4Hcv2jR8jw5sUyhLKEom8mCwl2bKUlGQJkV1JJJIlu0TbKxHJvktSsiSVZTRIWRq8UlKWkizZGt4fU+b3x3kf93lOz4SaQjmPz6fP9XQ+93Ld13Je1/N45nukSZMqz18AqTQLcaVeEWYhiAPw1wBWl1cQnqMFpBO43ufIcA0GrhjDX9C/uScY14K2Cca2sHEaBFiQLrnxFnI7ooOUBHNbEcYOKMzXGgkQ/G8B6azXvHs1RoMKC5X/+FYpNxbXGOG6VjRBsJBzGh7Y6xHsbUHlix8XMHXOPXocofenjFH3qvICcramCgQREx4NKJjdGo0Q4m1hx4QxD1MPiRCGXkMNkcJ7WJg8RUh9SpBiCy+n+cGA/hr7OOCiWmMQ3t9e7955UubLtUqDC+6R0hLku/5HyqyGNv7JLQCAyjsVUE2gvgVOn0gU+HXSFQq/jiooxgjYdj3+ETJmIbM/kvlrx0OXF2Ws3bxWTSQ+zSsA/KScaspyMugvzklAjSIsHL9+K4G5t/l+YRjjmJtbXOHhy1tI31TKpU7y7SqKOUhKc43jy9adY92akBwP/KcWfvRcGFu4UcD7NE0AFPhuzW1o5PG4+smE47D1sIxh7NC1CcnuBSho3ZpNsM7WeIcxW+cvb5DSzmfOxS77p4Sx8dHiLtY6bqseGBDSkzppbn4l6CMLB2cf9cmlRhU184qhhAX1M0da45KV2cQkpPpOvS/rZ2H2NI2xhkWc0ynBxleYJSwl0wBex3r+BFMbub/U/sDMRgCAm4uPC0Ofru4oL0ikB7B4Z2v8WjS5IJC+08v6HiH+1qyKhkrMrQAw5mEp609PH8byfy//lm3h88x5Ns8y52/foiYIi1+SuWMNAE4tkvef+0jnlV0rKdbf5mHOU65rgM5Juy4PrxFpPDNlgwDrm3VQgPzyrgKQZ58B2h6xzywOY7MzV4u475AKcp1993waxpiT7dzms3Ge2mpZ8xG2qTU6oPnV3pwGSQPZ19xn1mrObWvmsyvwpqOZl60fjQIAXfOtgQjb1JrWcOzaOjOH0jjFmjfVniVjqNBO/S2ENWKguHeyBgXs+w9z6T5jyATZZ3Qprv8gP/4j+TMl2/fMR0931zF884YTEXXnviaYcgDUOMTmgpiN0vZpfo6KeA7bz5xbdq/F923+oheeNXdiTrOmOnwOu79hXrKmOr/uA0D7zebh7dHXRFR6+BtiAtLxo/gwNurWGADJ96of7m8MAFg4bUYY43i1e1/Onaczd9RgsOHb/ZbG+BzW9IrprePLumcstE3W8q0b7g9jz617EwDQo5savJ3IKeYz6b8OnpEJD0Dt+XINm8s5/q1RDNvK7ne5n+P8AjQP2nWF66c1IKs/JqifnYDsOPPBIk2wT7NrSLkSgUGSMUss9IWMP7u3pAeNvS+NPGyM5oN23NAI5ZhZ+2kqMiSDrq0dE6Uudo/A61gjlBNNxOBnYBE1cWEb2brQzMrOO863MmNjwtj4V+IBJDdKojGaNSx6uqqY2iTcuTKMMVd1GWo+7mc6DADYmi1LGKJBi93DTK4he8aBI3TPyDpYA7WBlYH9+qhuFnKeRbOQ9HsvTLOQEzl+v1nIxaJdu3ahQYMGWLNmDYBI7B69OUqVKoU333wTefPmjbjG71GqGYEul8vlcrlcLpfL5XK5XC6X6/fpyJEjqFSpEnbt2oWkpCSUK1cOVapUCV2Rd+/ejWXLlmHlypVYu3Ytbr/9dnz22WfIlCnTH77nn/ZF4KlTp7Bs2TJ8/PHH+OGHH3D8+HEMGjQotHAGgJMnT+Lnn3/GJZdcgvTp05/mai6Xy+VyuVwul8vlcrlcLtc/V4MGDcLOnTtx5ZVX4o033kDVqlVTPG7ZsmW4//77sXPnTgwePBjPP//8H75n6v+4GMCCBQtQsGBB3HHHHejXrx9GjRqFyZMn49ChQ8mOGzduHC6//HJkz54dx44d+zNu7XK5XC6Xy+VyuVwul8vlcv3tNGfOHERFReG11177zS8BAeD222/Ha6+9hqSkJLz11lu/edzZKNW/CBw7diweeeSR8G+Ys2bNigMHDoR/w2zVpk0b9O7dG0eOHMGcOXPw4IMPRhzjMhr5KAAgY9NRYSjhitMgHR+cGr68uYMwpz49oHyibcFYsXyP1gfmAgC6VKwdxnIFvAvLfiIPw3LqVgdMuCpLNUZWhuWzkGNhOTPkdlgW0ocV5VeieXZF+glZ7kregBNkORtkAVlmBflJliFCDtT7d2qM17F8D95v4ZIhYWxhVeGY5Og1V+sSsHgGztwcxqq1En5MwsPKjyE7qtFM5bWRfbSliN73qwBf9+NVGks/R/pwSC1thNpbtkY8BxllrzymMeJvenTOEcYWNxHWB/vFMnzIWjNImZDV8tBYjZFrctLwAENeYlbl10yZKvyaZquVQdb0iPCqrllRLowVCdg0eTNpex+fJq9tP/coIOM/VkP6+lJEKFkW2hb5/t9anRR498Jq4chZ5g3S/gIA+NSEyNWJ2nWNBoPOPnGpjk0yZSzX7UQdYZjZuc0xXK+GMhs5dxZHPxDGigQsPbKuLBuLjMx379HYk8E8nf3K8jCWf1IlAMDmrj3CWNFWXQAAhwrouCFX6thlej3yAu19Y2YF3LSdOojrzJF5HPuC8tp2fC7zj/whQPPXC900lhLD6pZPpPwuj+bt43HSBzWPNAtjGZi6Dfj0mlzSc01Me5PLajmqZAud6KTrBPuvY3/lRg3oJ9woy1MEZF5aPhdzKPMJAExvIqXlf5LFxVwAAFl+kBye70uNVf5Y8rnlKZJ/NqdO5HPsvkG5nlObChvwVl3a8NITMtYLGnbczIBVZ3mrWzPIGM84RjrmuY2RPC/LnyMLy3LJ6tdoIy8+1uQxYEKs3D+FfJLxCzOvgomyr4WOJfLnTnXV8Ur45Pcl9DiulZWWmX+rDRavbQW7hCGuK+Qh2uewDKsdd0g/51uh0LqPgr8kqb1HMwT7pd1h5Xs23xnM43fvDmM9g3XP5ocpI+Q6dp0gQ/CHqzV2+zIpLR+SdbZrIddvyyVmm3fuppn9o6Ct3jFj6aZgLY8von95knSpjMPPzT24tpUwawzZgJaXxvlh6zf5o/EAgP1tlU/J8UQ2oOWuzm1wIuJ5ONYuM/8uzjazeyPuYQZ/vDniuMVTJ4cx5jx7LvMSnx8A5gV7O8vVZV9uKqYxzkm7H2g3Utq++3Ua43WmpbClt7zC+r1j5MXGXGGs0OoAyGwa4f07pa6Deum57Jfv9dSw/Qpt0/y6/C2pX6UXlX05o2mwyclgNoOrS0lpJjLzQjxiwtjDAbbY7iM/7CAb4SWGA02+mmWHhnuXgqbSAQAx9/ezNdawPQDgeAblsJFJu/x2XZcrDQvqZQZij8GSI5LSHgxjUQjaY+hLAIDNizRnENF34oYdel1+KLjXdFZxeeDrv9K9W8Ln0qYvdtWcwT315FsL6bnBRKi+TfcFIbewlAK/20Dy+7jC2n9HM0j/FfhaL7e8gTD6NnRQVt+e4POM5bxm6dxXXuTVRfPK/sJitLxOjiXLHm8SrIsGPRvuF7Zu1LWVwzT3HB1ft5aV9jhxqT7H+JYBw9BwRTkv6w/Wtpr7RbARN4vwkIoBbM/A+jaUiAcAxGZTTiiWyATtkrlPGFrTaeWvT1U2YJwy+yonynHZTN5ke5CRDgC5vpcxaddW7jPtGlNlKWCa2OVy/QF99913SJcuHerWTcFA4VeqU6cO0qdPj927d6fqnqn6ReBXX32F9u1lAatSpQo+//zz0NkkJaVLlw716tVDUlISPvjgg988zuVyuVwul8vlcrlcLpfL5fonK0uWLPjXv/51Vm7Al1xyCf71r38hS5YsZzz2dErVF4FDhw7Fzz//jKJFi2LhwoUoXLjwGc+hQ+5nn32Wmlu7XC6Xy+VyuVwul8vlcrlcf1uVK1cOR48exdatW8947NatW3HkyJFUu3On6ovApUuXIioqCp06dUK6dOnO6pyCBeX3xd9++21qbu1yuVwul8vlcrlcLpfL5TKKTrww/3OlrB49eiA6OhqPPvooTpyIxKRRJ0+exKOPPoro6Gj06NHjN487G6Xqi8DvvvsOAFCiRIkzHKm67DKBmBw/fjw1t3a5XC6Xy+VyuVwul8vlcrn+tipdujRmzZqFdevWISYmBhMnTsSOHTuQmJiIxMRE7NixAxMnTsRNN92E9evXY/bs2ShZsmSq7pkqsxAagvyeL/V+/PFHAECmTJlSc+uLQ+2FAJ7Q/tUzHBhoWtPw5afmNdU6IgIgj8CBbzRAerKT3zasSoKzrziqse6BW3VbA8NtNFNKmlQAChO21xvzsJR139bYx8vk2+8lxiiHgH4Lvz6cwtChgYEFuLMuVrMaSGkB1ntySklgOaAA4hcTFbKcOQDW32HwloTm0gQBAJD4UbI6AWqE8Lg5jnXoNSjyOQieBoDFLwlEnnBwQOHd9yzQGMH7FmhOsPZlxxRCTWMVmqNYAxjWyQLN2R8Wgv1MbykD7jUAYFTx2+RFEb1gszcCIPa268NYFoKs8+i53+G3NeM0713U6vxS+HJBML6uNT+03vGx5Gf2FQCMDegNa0tpi9/5vpRNputxXwbHvWJg9wSpE2IOqFlBsxfVjOb1TjLWGhly9EcVkh+fe70eP7u9HB/VYXgYy19XAN/IqcmFgG9rbjPwsJguWID8uoABb+HWNMiwOYgP1PctBfDz2XqfVJMl/utlsU166vpg3c1dT+u8NYCS27nL3Kgob51HZZZlDGO5vg8MMkwCmxX0qQVy822anwAK+S/8hca2Z5D2TZNZ532+Ac0BABnrqbkA+/TEW43D2OQXJQnN/kifjcYOXdoq5JwGFNZUavkdksNpCAEAsUWkLp0v07qwj6yBFHO9zf983aOVAdEHD79mpmaG9iOl/LSgmqMsryNj/PMbZyS7PqBQ9PT/038Lfb2JQvmpHc8IzH6qWU6ZI+2/ah8J1qSEwjqvrv5BXmf/Qe/RbrTco2JWXVdeCkxZhhvQ/PCjlwMA4kuqccotn8g51fYbQ5KggUZ10j6lQQXXWECNobZW0frxOdKPbBPGbq0qz4saOu8mVwnqVfrfYaxiYFph1/m36kk5t6DC7BfWkeOsKQXXDNv3nKuV9uifwzQvLn0+oZUex3k3tDMi9JKJ8dm2FNF/UY9qKAYor0NNjDiPOpXSc2mMY3PpJ7dIaedsjhqyozqwSI/jfC/XXczXpkxVYzG2lR3f9Us9BQDYPO3ZMEZTChoN2ftbMw62ozVd4bXtXobjdK15RvoSnCipue+Tw9Jvtr35PLbO3F/Yvucexpqe0MDmiNmvpS8SDwBotCE+jG0IzN+sEVGeILZ3tZrY1VgkbWn3Wp+WDuZWS92IFKGph1kAbi4u47qq2a90Hjo34r40R1ln2urTdWJQ8Wkt4x7TXxxE0uVR84pP90hd92fTPq9/eDEAYGB0tTBWMTCTqjRHJ+hTo8VI49m8moeRJB03u4QuKDGQNSa+RuRfYF27S1+vaiBr/4Sgr/Zs0PcOLgnM3L5Rt5ektJKX/m3WuA7B3rZdcX1GLBJ3lu9zqVkI197qO3Xufnin5IxcE9XU542GwYta6mhWKjAarFFXj8tY8DkAQP04/ZULx6Q1bOG4svsWHJYFcvFHT4ehZwLDlhe76mEZN+UHALRZomYmM+7NmPxmAF7oJmsgDVYAs0Sbhb7ri4FZyDR9jiZ3Sfn5jXoux1XfmdpWzM1vd6gfxrpsk5y8r6euwdm/FeOjQ1frnL1ngews7jImaFwLJ7bUGObcJ/WrsjIMcf5mqTtejws2aMtHvBmGOLcPblNzlFLr5Hnt3K72upuFuFyp1SWXXBK+Pnr0KNq0aXOao4H77rsvxXhUVBR+/vnns7pnqn4RmDt3bgDAN998c9bnrFixAgBw3XXXneFIl8vlcrlcLpfL5XK5XC6X65+ppKSkP+2/s1WqfhFYuXJlbN26FZMnT0bz5s3PePyRI0fw2muvISoqClWqVEnNrV0ul8vlcrlcLpfL5XK5XK6/rZYtW3bmg/5kpeqLwLZt22Ls2LFYvnw5Jk2ahBYtWvzmsT/++CPq16+PH374AdHR0XjkkUdSc2uXy+VyuVwul8vlcrlcLpfrb6tKlSqd83um6k+Db7rpJjz++ONISkpC69at0bBhQ8yapTCYVatWYcaMGWjfvj0KFiyIjz76CFFRUejTpw/y5s17miu7XC6Xy+VyuVwul8vlcrlcrj9TUUm/5w+JU1BSUhI6dOiAUaNGheYhv3UcAHTq1AkvvfTSbx53sWnFihWoUMHQ5REHoPxfes+aC7SfFt4TdP8mBYHX3yIw2nvn6TlNA9h+VNxtYWz2UAHPWnh/w4AWa0HSFtJOEThtQdc0Azh2mcZoikFDAwAY1EvKED4MILa0gH6H9FO4OgHvhH8DCrctN7hyGNvRIhYAkMF43hDQbw06aHRgjQkILbeA7R+vktICpwmnt89Bo5E+mRUcTzp3wtX6HLzH/mx6WL23pLSGCGxza8DC9rOGAyE8vHTyY+zr6wz2k6ByCy8ntNmahbScKGXOPRqLn9cXANA8r8Kbef9x8xWqjfn3Spl1v8ZIfF9nnBHOVmMeAgDUzzwuDM1ukKpUd+Hp/Tv0deCm89RUNQOYFzSpNYOhGY01fqFBRjbT9BxrNNkAgA2BOfymYhortDowZzCTcfFboyKqyjnDOWnvRUA7DU8ABbjXrtUmItgmWq9PALidG7sCE5on/6OxD4KmsvOF0O/svTtqMJgUJ95oFoZ6BmYO/zGw8f1BO35UUWPMaRZozjk5wpiusK4rTJpfVENKa2Yy47g8e/NoHcOcbxUNvJyGLhbcTXMlgsPtuScNZ57joelUjVWbLuYehwqruQcB/dbYiMYFxTdqjHV4fJjGmP9rGFOFAQHc3PZbi0lSMt8AakRi81fZ1VJaUxbmPHu91WWlZL80NCRzjkd7Xd4/YarC8bcOlbFGwytA85fN75xP1oSKRk40qAK0n22Ojnm5MgDg9dGxEfWzphicpz9dobGorwV6X3mnQu9jdwaYFuOwtfVBgbsXqqHw+S55O0bUmSYT1gDm2WmyH2jXQU1AOMZrLtB/S86xXwwHbL6ZHoyRZ3ppjAYUtu37DZDS7hto2GVNRZgr2s08pMFg45CjruYF5ihrqsO2H15K9zBPfSR7mGdLVw9ju1t8CADI3V3zQv5a0m7WjGxkeyltHzG/cM9BAxVAx5Ad39aEgDrYaYq8ePVRDQaDrssINT9hv9n9V+9ngveMccTHwTwoNz2/BoOJ8tzbavrAutv9APdEdp3PFpgbPN9NYx1GSMk5BwDVuldPfmFzwYT2am6TsYYYio3PpGYJNCcJDRwANJ4neyI7Xr8KPMjsHnNcLclf1Tdq/uIctGOOfWP3oJNaSGn7lPezeb1c22CO2ca6U1zkEjLo/pqmJzb3sI+4PgM6Z8L1FAjXu6cm6HMwB1gjPBr5WUMj7t2ZD62BHNcimssBakRxzX4dX999L+YQy7vqGKn0gRy3+G49jvk4Y7e+YawvZL9nc365WmKMM3yPGuOwbWt30znZZbXMyXQn9VzmDGvQRDMa+zml9bBgvNiEHTR+852xYYhD0u7vfwn+Pi5qtZpiJFSRZ2fusHW2JjPsA3tb++wU+8Ga73D+WnMnmvXZ/UBKfcm69NkyO4x1ubV+RP2437L7FY45O244j63pz/Pdk98L0LFj14mTnwCNd+v/x8XFoXz5v/azrOu3dfToUWTKlAkZvwOirjjz8edSSUeBhGsEF3fFFRdY5S5CpepPgwFxJhk5ciTuu+8+PPfcc1i+fDlOnToVccytt96K3r1746677krtLV0ul8vlcrlcLpfL5XK5XK5/jL7//nts3LgRhw4dQmJi4mmPbdas2WnfP51S/UUgVb16dVSvXh0//fQTPvvsM+zbtw+//PILrrrqKsTExCBr1qx/1q1cLpfL5XK5XC6Xy+VyuVy/UnQiEHX675DOuZIusPpcaPrss8/w+OOPY+XKlWd1fFRU1IXxRSB1+eWXo2LFimc+0OVyuVwul8vlcrlcLpfL5bpI9dlnn6FixYo4fvw4kpKSkD59emTNmhVp0/7pX9eFSjUj0JU6/ZoROOpGoETwJ/Pl6gXsOAO62bruAQDJORFkPMyuonyR8V0PAkjOriPjYUbFazRYZamUBux2YrW41pABBSjzyfKJ7gh4d2Mf0liT6VKScQEoQ8RyXCo1Ff7Vvp7KvyKzxfK0eA6ZUoDyNSwPipwNGyOLxzL9yNyw7DPyYCwvhG1Fngug3dCupTJE8IKAcmq2Ur4N72fPJVvIcrzY5JYX0q6X9M3mO5X1Rl4HOYO2zvY5JraU0nKWyPyw7UJ2CcdQSgzHZ3rra7JEbD3JbWo1UWOHg2fLst6wiFhRDgIAeHB65A3PUoW+EP4OnwsAOpYSXk/8UOUOxRQMmClvG0jTuVCmwwCAHF9kCUPkqnUc8eek2hx7pA32rqsZxhaOWAggOdsla8Bysv3GeWnnBPlvlsVFvozlwnC87smpscEB++vuBRojt4/XBZQ1xeuSRQbo3LA8Lc4TMpEA4IkALWuZTmQvWWbStd9KeWJm8zA2ZKOMjZTyYUrPbVl46YJ/vbzasC/JBLJ5jrgoew/W3+YC5kjLEOKz2TYYXrwyAODK4rFhjPxDy0d9aKyUp44rT6vL6IRkdQI0LwzP2jiMtTk+A0ByBhjn/sKChcLY7tu3JnseALgxQNDNM5wg5orLDG/1vRT4h2MDHtJM8xzkF1mOF/uDjChA277A1xojb9XyCjlOyEcigxbQMWLHN5mN9v75vhEGXsbjijvhGhj1smFLBtC/hMKat8lLs3Ot2RMxAIDnZsaHMY4Dy6HqUVz66MoaM8IYn82uA3O/F57h+LXKx+N4sDmSLCfLwSVCcPaTOzQYcOluzrowDH2aLcjnhGUCYWfm/yJ9GNp+XBiCXRZtDmMcf5a5Rn5epem6D7kG0m6WnTi8hoy/VS22hjHL6KPIDbTzmG1eu6GO9XDd+d+/wlDzmcI6m7xkShhbvlP+Zd3ytDjP7Xi544PkzwNo+3I/YpuM+yTWF1AOot3PcQ7ZPMfrthuta0gSZB343JxLBrGdL6yzZS//+j1Ax73lnPG+Nn89kGG81KV06zDG3GL3N8wVNkYOrG1bvrZsSYr5DtDxas8lm9NiCJm/kjGBDwi4Of+Rg2Foe4GkZO8BwPI68v7d7+qpCTNlr5rQSfeq3HPb/Eoe69cFNMbt9dIqGkv/P8kph67SnML627W6R9tg3hVQYPOottLnNkd1mbpP6l4kexirVE9yE9mW258ZH76XY7D0297juk8b/4wwRi3fmWu05UVzXA3JpOze5VOlXeza8FEKvwUZklPm4qH2mtOYl+z28Ppgjke11DqzYdr0zheGxjUNco9JsEkF5Dm+MuOBbWrzA8ekZe3+639SnjicI4xtrrI32fFAyn3F/YLdS9eZI6VBtYZVtWsR90l2nbA5hWJej8+jn/Nqrpbxaud77RoB49Y88KHb4wEk/2xF2b7iWmn7knW1LFLuLe0+bmRxYMBS/X9nBJ5fkRGYZfuFyQg8lN8ZgSnp7rvvxnvvvYcCBQpgzJgxqFSpEtKkSZWv7xn1133F6HK5XC6Xy+VyuVwul8vlcrlS1MqVKxEVFYVZs2bhpptuOif3TNUXga1atTrzQb+hqKgojB8//swHulwul8vlcrlcLpfL5XK5XP8wJSUl4bLLLjtnXwICqfwicNKkSYiKivrd5yUlJfkXgS6Xy+VyuVwul8vlcrlcrotWBQsWxOeff45ffvkFl1xyyTm5Z6q+CMyTJ88Zvwg8duwYfvzxx/DLv6xZsyJDhgynPcflcrlcLpfL5XK5XC6Xy+X6J6tFixbo1KkT5s6di7p16575hD9B58Qs5NChQ3j99dfRt29fXHXVVZg3bx5uuOGGv/q2fwv92ixk6SXAbQEXkuDeWvP1eEJa73pPYwTtBr4VyY4jbB0AuiQKOBgjHtNgYG6Q7CYBGXv4RoUjd3xRwLybS54IYxaWSz0WAMqteQBB0gGHHIDCaC2o9j+BycBH2hzhc1hIOCG81iCAdbEgbgJ3LeiXMHILvuW5FpxtDTcoAsMtrJ2vLdSapiIWYE04/mFTF4K4bf0Iuo429uoEddv+5XNYAP+z3WXgbC2sEOqS66VcYZi9JQLo/KMB3NqaFhD+++irGmP9LJCYsGwLQmYfEZIP6Ni8d57GaKZgwf7UoF76mvDk7+a3C2O1cwkUf+4ri/VAuldsuTHygv9gbS2o/whD05hPSytUtvZ8GQdzM1QPY+NnfggguXlMj84BHNsQyHNkEOi2nRNjgjEcs96Aa4OJcqjk9jDEcWrnCfua17Nw/PqDxRRg4FQ1BaD5gzVQWFdKymezKai8XaLkKAuz31BCSpszCm2S/JV0qeavZ4KxZnPk08efAwCsWdIjjD3fXUoLhmf+sADyZy8TQHvjrMPDGEHb1oiIgPSR7TWWZbCM8ZtLqekD51u/AXrcdx8JcL3jAQWu89mt0Qih4DZHsv7WhIB5hn0LJM8zFM2aLEw+rkLyawBApVkyll7vtDeMcRzUfFnNR9hJW3u9GYZogEIDBUBh+ytHq5nDqm1i5mCNLzh0bZ8zRzWdKmX2qq+H7w3JJaZbdtkrtknKE/2eC2Ozt8k4sDmSJiUW+M7rWIj/e3dJadcBwtjturcwsTYAYHPPuWGMObT1RN2edXlR5vuQqjFhrOb38XKN4mq8kT6bGG+c2G9Mwe4JFmTT0VcW/BRAcmMc5v/PTSrl2vZsU71eUh65hzWK4fiyfZBlzP0AgDUvaD+HRh6dK+tzHI8FkLxNOU/6dFY4Ps0ets9Xo5bF82S+5dml5xYaJPddNVTvy5xXe4yaAey4Rcap3TdwvbN9znGf7qTGaKBmzdKYK/gc1iSFxiH/u1RjXL8fqKHGRlSOGmp+1b+/lDZv8h52r1I0TtqKJgKA7lvsesu5aw1EOHZp9gQAmYO5u8SYXVTLJXORpiqA5h67l5m8SObbwiMPhLGaC2Tt2He17lG4XyqxQc/N/YEYz8zup8YzzLU2H3KdKDpHc0vRRFlHlt2ux2WfVRkAkHBPbBjLOFLavHJebWca7Nh+W3mr1PnEpVpn7kHtWB/+YDBOzaas7/eyPlkjCK4d1pCBbW73c8wbyYxGFshavrX9h2GM259KO3fogUz8XETMQt54pjzHjG19w9jcdU8DSP7cNG/p01bn/cKHZd7fY/b3k1pIac3BaOJl10euE8zL9lybD+16TDHXp2T8Zw0rXgk+2tj9AOdxzBZd+2M+kf3AsMf1uEo3ytq7/HPdb3Iv0XGR7k3oeJMjk8aYQ+1ayC6wn5PqRwdrkHVyCjbEo9Kp+U67/YHZnem34YliHmn3yMzNl/5PY9xXPGL261Fzaid/IADVb5U+t23F+nN8A8CsBlJaA53uz0tp+y32EiCxmv6/m4WcX7lZyN9Tv/zyC2rWrIn169dj3rx5uPXWW898Uip1TsxCsmTJgkcffRRVq1ZF2bJlcdddd2HdunXIkiXLmU92uVwul8vlcrlcLpfL5XK5/mG65JJLMH/+fDz55JMoX748KlSogDJlyuDyyy8/7Xl9+/Y97fun0zl1Db7hhhvQsWNHDBw4EEOGDMEzzzxz5pNcLpfL5XK5XC6Xy+VyuVxnVNqfgTSJZz7uXOrUz+e7Bhe2Fi9ejAULFiApKQlxcXGIi4s74zl/my8CAaBatWoYOHAg3n77bf8i0OVyuVwul8vlcrlcLpfLdVEqLi4O9913H3755RcAQIECBZAjRw6kTfvXfV13ThiBVp999hlKlSqFDBkyICEh4Vze+oLUrxmBQByAv4irUDYAdhCsAiDjXcLQSTipHJ4dJYUvQz4fABzIKiUZdoCyPCxjqH3AnbNcJDKayK0CgDl1pLS8EPLALIuOnBLL2OqSYSAAoHGRPmGMTBJ7X3JFMh/WmGWMUGTjkKUDAE2mS2l5OY2Ce7xmGFuss2WNpMRn5Gt7f7YHnxFQXg7bGwAmtZTymOFPsd0sA+yhsVJaZtGd70tpuVtkObFOlrXFmGXfkNVUwfyjBNkkdoxQXV+MvJc9bkjXyJSzvILwryxjpdzqPzk1LQ2gQVWW/bnXPV86cFX4cnEDmbOWy8fxEF8wYxg7cZXkXMvIpDj2AB1/di7y2nEmXZHLZdlQ7HPL3eIYIm/mdtMFjJERBwBP17gZALC55adhjPewfCIyrjYV01ihBcKL2ldeGT7ZlwlzKoR4AbitrTCuLC+RuSDAAAHQOUsWE6DsSztPyN6z+aZZReEZHuqqvNXCX0hJ7hegc8ZyVJv1lucY/7w+B7lkCdA+bTNT+tTymObdK6Xlde7NKfNpSGdlS5K39c59ehx5aClxUi3DalxdWTM6TlMeGftwYks97sbPpbRjk3km+yf59TmWCGey1QQ9jm1veW0tJkn5yGsaI9POMtR4DtmSlnvH42x7c7xaZlLub4QlteMG5Us9+R8p32ygx10XcAO5rgHatrPMcWzb9SU1xlxu6/5yJyntekEe6y2faIxta9BP2LxW2GfxQ5V9FvNyZQDAmq6xYYzj3s5nXsfy2p69V+ZOmiLKa/sxSD3MMfYcOyfIjrNzgs9b7y2N8dksD7D6OhlXdo0jX5aMXADoUvc2ebZOK8MY1zQ7Z7mHsNxRctosC5V15Z7CynJC2Q8/ahoO24MMZ7JbAWUE2vZhTptvWItk+dk9Dxmdlt3FNphdVhluNTcKw83mbfbLfe9ojG1qtoJoMEvKuVU1t7Ahh3dSPh45l3weANi+s7K8MAvLlQ8Ku9FyhMlttuOabZov25owNqp0GQDJ8whZeXbP2O4rYQUnrFY4Gatg+yrfWGHrLRyqbL2aWAgAuGZMzTD23U4ZSzGX6Vji/CVvGVDmcal1GuuydjkAYEreSmGM+9Gn9yj7tXlZYdDZvQ5z6eyHNZcyH9g+4r7Uzp1m0ySvP9dN8zqvzWvYNY75zbLryAbkGgEAhzLJ9chEBYBpD0pZs1tlDXLAmsm2/FHJFZZby3FjxWfL2Eq5upXrCv/T7lnJxbNjiWPcPgfzw9aChmMcdNz4UjFhiHsdu559UVhKO8fYjravFt4jbZTmZ21v5gzmbQBo1j3Yc5iJsnmbsPrs55TaL8o6/3o/XecfyCuc2i7ZlFXMfXO7kXrfUU1lrubfr5+l2dcJGbQNmk+V+Tu5ZeSeuuYCvR4/79i1iLlpcob7w9iVVeVzo+UV7vwWeG6h/r8zAs+vyAjM9hWQ5vR/VXrOdeonYP/1zghMSdWrV8eSJUtQunRpzJw5E9ddd91ffs80Zz7kz9Vnn30GAIiOToEI63K5XC6Xy+VyuVwul8vlcl0EWrduHaKiojB9+vRz8iUgcI6/CNy+fTv69++PqKgoxMTEnMtbu1wul8vlcrlcLpfL5XK5XBeMTp06hcsvvxzXX3/9Obtnqv7oeMqUKWc85tSpUzh06BDWrl2LuXPn4vjx44iKisIjjzySmlu7XC6Xy+VyuVwul8vlcrlcf1sVKVIE69evx4kTJ5A+ffpzcs9UfRHYokULREVFnfnAQMQRduzYEQ0bNjzD0S6Xy+VyuVwul8vlcrlcLtc/U23btkWrVq0wbdo0tG7d+pzcM1VmIWnSnP1fFmfOnBkVK1bEo48+ijvuuOOP3vIfp3NqFtJQCNGzEx8IQwSaWzj4jBtjAACHbo8PY4QJP/2EgqQbzxNA7UcV9VxC9i2ome9bsxBCli2UlkBsK4LhV5gmIWDbgsppkGHNTHiPlExALByc0GFbP17PQn0rjRWo75RnFOqbEoyZsOqR7TXGNrDQe55rzTXYBs1yPRfG+mYQYLCFJxNobEH0WUY2BgDUTzcj4jlo4gIAMyoKXHx5EwGLVzQmIJ+b/qDYVi900xgh6OlOaozmAinBmy3wmsdZYDgNUwhZB4B8wwSsnKxxHw46Pc4MiE4vS2ldT+LMoPyHanfOyH+EyT24uf5P0MDPHXk2DBF6/YTpj/cCeH7NMQqdj79Hxgb7D9A53WOwyfvBwEqY2i4METq/sLheb00duV6Z4uMlYIj5Re+V+h03ZjiTWkjJOQcAyx+SeWfH64biyZ8LAG4MgOJRc2qHsX0PzQWQHPhOcH2ldQra7ttN8ps1yqBZzzMGjN2nXoy8MA005bBAzplTAc0tPYo3DmOvz5f5ac09aKZjcymNPqzJBXOLNSIi/L31NDW0SEqM/JdEmhzZOUuzFWsewzrbaXfZMSmtKUXHB8XQxRLX0wyWXHXqLQWLr3lBwOI2v9KkwRolcQ165TGNlV4rpe0P1mv29x3DWNGqApsf3FOPYxsRUl/pXV270mSQPuc4A4CmQU47bIxvOCbZToDmvk+MEcvtS6WM/fipMFb/ehnX1nyE4PUOIzSW5UiwBTtqiN6B80zlUkPCEPO/XbvYbw+s0zWJ7l31L1OzELajNd6g8r2qZglpagjt/dSS6mFsTU8xWLAQfdblMfMcUYPk2TM+pvmGZibWNIMxm66ZDuxayDYqs0LHcvWPTkScS6MumrgAwOwKOQAAN+/cG8ZodGANKN67S0rmAkBNsazhBsffjBJFw1jl/WKIYA0jOJ5DMwVrTDVNbpLxXl2fmVOtORHNhD4w2+RqjcR0qO/3ajpEcxtrlMQ9RcwcNeHpO1VMeGwu/y6zzIXnntHcxz6o/7b5SDBS3HSKVlSzC5rRWBUtLWPNmuDwOeglAehcKPPybXq9h8WYo+gnOj93/FvqRXMkQPPh3gPaBwm3SB/YvQlNVGI26nNkPCprpTVSY/61JlncK9oY+57jBwBWjg7+GuqJl8LYwLfiASTP4dyfZVkWE8a2NpDj7DzmumTN6ei9YY9j7rP5msZVdm/JfSvzl90rM+fZfVqXoZEfA2kWktJ6dqMx7VgSmLjc8YHG+Bz2HgtzxcgLY9hVs6l8FrEGOsM7pfCR9OuAlWVdyQL3qSn9tochtkH2kbr+ND8u608yo4zAaG1fYTVnYZvZtZXtZj/PcC9r2yU+T2ByRGcqUz/rBFS5qhgc2nyTKzCQ+sp81uD9LjN5jvsPa6bFsWnHK82QFmaorMEgD8Ws1z1j9+el5FoMaP6yJio0QbNzO0tikDeO68L4eN0oDDMmTm4Wcn7lZiF/X7Vs2RJvvvkmxo0bh0aNGp35hFQqVb8I3L59+xmPSZMmDS6//HJkzpw5NbdyuVwul8vlcrlcLpfL5XK5/jFq1aoVoqKikC5dOjRp0gRPPfUUSpcujcsv/+1vc6OiojB+/Pg/fM9UfRGYN2/eMx/kcrlcLpfL5XK5XC6Xy+VyuZJp0qRJiIqKClF6O3fuxM6dO1M8lsed1y8CXS6Xy+VyuVwul8vlcrlcF4aiE4E0iWc+7lzq1AVWnwtJzZo1+13eG3+G/ItAl8vlcrlcLpfL5XK5XC6X6xxr0qRJ5/ye/kXgxaQ3BDoZXUvNQjZ/LBDqzYba3m5RPABgalM9lcDi2zYoXHrMw1JaAD+5uPbcem8lPx5Qpu6QIgoqXzhY/plgX5MPwxihuda0o8x0MRAYOFUB6QQ0WwOKcTXErKB2je/C2K48UhrGcwiIJsQcUBCwhTIv7CT3q9lSQcTPrRMQsTXyIM/Y1rlL0xgpOx/QYFDZp2Z+GobYbjmK99BnC8DMMw0zlNBrC1fPf2tgQmAA7myPt+pp7Ll+0h45A0gxTQQABQMTLg8A41qlSX4xAE/Xk4ccNWJzGKPRh+0DGqakZJJiGMp4JIBQHzOGEWEDdjUUeKrCCn39vlDVx8/UcdM67g97IP1tlLve8PD14s/FOGFfVzUIyF5PAO89XlbYfnoIbN/2EQHgJwroPOEYHl5Koe4dIVD3fVefMrUQk5Crf9BIwhIx6Vj48Nwwxvvd3FZcsN6/U4/PHECwH39ZY8w3RRN1jvccLOXK1V3C2PjPxUyh9eAcejJp2TmVaE4AuDUdIsu7ywCF1M8MxqQ1saCBjjWsoJFSYrQaVtCoyJoTcQjHv6AGAZkPS/nv/+pxNDyw0PSnc0luRgMlve/IE/kvhcx9MZ9oP38VQOofHqPHLQug7naOXXFUStsuNF6x0HQabay5XfN/mpclb3WO0/w1ZJvk5q293gxj/ftLWdeAxFlna/LC3GcNPGhSZY1V2A9NN+r4fyMrIlRrvpQ0Eth3ndad17W6e4GUC0vpWJrSVcwmmjVV84y5gyTP2HZk/TqvVqOMQVWT1xcAGr4h5e3GQwLHpPFPXKX1m/agjOsib+lhHEvW+Ck0iqiljhVz35YcYNdgzud836jRz/iHZB43378wjG0J8v7L/TSXci2044E5wxrojNolz97usJoE1ZovOaXjYJ1jQ/rJc9p5QiOSrGZ5ZA5Yfoea4LAOdtzQkMAaTc2ucSxZPQE1Tni27ZUaDBwo+g3QNjhYZ7m8qFEpjPF+w0fresd5bI0EWJfnFsUCAHo8ODV8r1BpyQGv3qfHE9TPfQkAHA3Y6bd8orHbDotJSFZjvLG1oPRl1xc1H4dtes+CMJazophrfF1Azy38hfRBj7ZqKrKwvTC/R7XVHDMx2Ke9bEw2yt0qm6LnojUPfxSYWAwy44FzYsaDuhY/UUGuHd9+ZRjj+NpaUsf/x7cGx5t9WqUXxZwoqazmm5PBeLCGJOyDrcf1OQoHfW8Ni7ifsvfgfs+aJYzLFphO7VRjhKLdmwEANhfTZ/t4gdzPrq28TtHo+DBWaJDsH19/W3Pkf4N5HDWmTRhbPFP63BqmbD4s63Hzbdp+zKW1S/UNY2l6Pw0A+FE8MZLtbWm0Y/dfCAwwrAHZxiDfDK+hhl3DRwTjqri6WNR+LAZAcqMTzjubMwYsiQcAlFmnG9mKeeWziDWyScggdcjYQQ3z6Bp4YrXOSc7nYpv0sDAvHNAFoXiwpqb/nz4bjXis4UfTYKpag7LhI2T/0bGGfk6J5X55prrCrFki+/WhnTVvZg22H8fz6ngdV0XGS5OlWheOF5p32JgdS6xfSsYgdt/AfDT+49gwVjXYNzy0X4/j/sfegznXrrd8365ZzTdkTHZ/ABiWMw6ANb50uVx/pU6dOoV3330X48ePxzvvvPOHr5OqLwIvueSS1JyeoqKiovDzzz//6dd1uVwul8vlcrlcLpfL5XK5/k766quvMH78eEyZMgV79+5N9fVS9UUgYYYul8vlcrlcLpfL5XK5XC6XK/U6fvw4Zs2ahfHjx2PVqlUA9Du4IkWKpOraqfoisF+/fgCAd999F2vXyt+UFC1aFDfffDNy5JA/r9m7dy/WrFmD//73v4iKikLp0qVRs2bN37ymy+VyuVwul8vlcrlcLpfLdbFp9erVGD9+PGbNmoWEBMFnJCUloXDhwrj//vtx//3349///neq7pHqLwKffvpprF27FiVKlMCYMWNQpkyZFI9ds2YN2rZti7Vr1+Luu+9G3759UzzOdQYtvV3KO9/XWGK63z6+lMLe0q+QvnnB8N9QIeBPdVNARWJB4V3syamHkb1huT7kwXxyS+Rtyb4BlP9hOXrU5q7K5qkQJ+W13+r7X94g5UtPaGz5Q8LtsMy8/QGjZkA/jX20TPhEc2spF+nEpcLTaTBLjyMXo2Kcxgb3lHKL+aKd/KLN/ZXtwjayPEByRxaWVRbR7mLxAIDcmzQWk07YIR0M048svwyKYMHcDTJXcrR9OoxtKCGlZe9lC/gflotEDkzvZzRGhgh5OJbzQdbIWMNzLLVO2qzqEmXIVYiT151e1uPIVbO8kibTpbQMMrJdbNv2HCTle3dpbMhU4WQten9IGPswk3CCXh+q3JUHgljriRfXL5Sfy6B8OvJeyNEDgDYBvy9xpsY41u0Y4Viy853jeUcTZRGREZMSE8v278bic5O9Byi/68FpUlp+GceLnQfk0tjx/dgrUr70hI4Hjpe+o/Xn8ZmOCCOtS5Gb8WvxWQHgsmPJS0DnUKsJkfWzLJ0s0+Ufs+aOXhhxnL0eYzGttK/4UDv+rfxD8gWPKYYKHY8LI2r4JgX2vBK0h52z05tIWc/w5KoslfLlThqL6iBMvUIdtC4psZy4tMxqoLG5TWQDUt6gObkmpDupsTQF5ZnIpAN0HNi6kEGab6yy955aK3wlyzX8/MbIe5A1a+/BfmXets/EfrNrEvuFzD4gxFCh9nwdS/PuDV5w4kD7N8DLAVCmmRXvZ9uW+dJcDvFZI49jLs33X2XrNX9L+sCut2Qdtsmr3N/2wdjguACUKzW3jvLkmP+LKEozzMk2tjBa+mhUf+VfMc+kxKbKn6jrBJ8zfbTy33hfm0fIj8xmGFZs09GGYUsun53HzBt2DebAaT1YGzoHpF8XNzgYxqq1ygwA6D5UT723iHDIapgY85Vlh1KWV9hyopQhg7KDDsj1haXkmgjoHDNIv1CvPqqvuaewuWV4J+lLy/NlPbduLBrGCo2U/c+WItr3bOdP7tke8Rx2rnEcPPqqqVgGSRprDZePedr2Kfsj/9fKQzvcSUq715r9kvy6YduschH1s2tIfElZ86Pm1A5jm3vKWmN5d5MbCSu10UxlS34RtL1dH2cfaw4AmL5OubrkXdu5M65pAPk0SXd9S+E9pp+mBy7MK22eVEw5kvOCeq0vqdcb3Vb2j3aOkY+745lxYeyVx6S046v6cVmPLY+v8BdS7ius+8N+wX44y9ey37RjnnO8qeIrETvnPgBAE5NTuZe+JoOuU991lknRJnpUGCsezAk7Nwp8LSU5rfZ+Vx7Q8VA1YAXb/gub2S7+AWjV7tu5X7H3INtuiqlfqXW/ui6Uj20/L/Bzyo479HnvflfKp+bpOs/PMfNraaxMablfxwPtwti0B6WsYMY6/vcvAMCySzV0f/BMrZtWDmPttsQCSJ5fuXbwsw6g44p7agDI3VY+LxyvquOBHEnLqy2xQUqbezg/bB7mHsHmo3J5XwcArBmh607Xpysg1j/Wu1yp1v79+zFlyhRMmDABX3whCZ6//ouKisKaNWtQqlSpP+1+ac58yG9ryZIl6N+/PwoVKoQVK1b85peAAFCmTBnExcWhYMGCGDBgABYvXpyaW7tcLpfL5XK5XC6Xy+VyuVx/OyUlJeHdd99FvXr1cM0116Bbt27YsmUL/vWvf6FRo0ZYtEj/YSS1fwr8a6XqF4HDhw9HVFQUevTogcsuu+yMx1922WXo0aMHWrdujVdeeQXVqlVLze1dLpfL5XK5XC6Xy+VyuVyuv4W+/vprTJgwAZMnT8aePXuQlJSEqKgolC9fHs2aNUODBg1w+eWX/6V1SNUXgeQCFi9e/KzPKVFC/qZjzZo1qbm1y+VyuVwul8vlcrlcLpfLKDoRSJN45uPOpU5dYPU5n7r++usRFRWFpKQk5M+fH82aNUOzZs2QP3/+c1aHVH0RePCgcCeOHDly1uccPXoUAHDo0KHU3NrlcrlcLpfL5XK5XC6Xy+X626ljx4544YUXkC7daTwf/iJFJZFA+AdUoEAB7NixA+3atcOIESPOfAKADh064NVXX0W+fPnwzTff/NFb/2O0YsUKVKhQwUTiAJT/rcPPiZ4aJDDfZwver8ERHQAAjdtWCkMz8t4mLwxFf2svASHTFABQuK6FCRMObA0jCNouVPe5MFa5hhiXjDHmFQSQW5A0gdkWhkvIuIUJkz8cZ5qcRiQWkMu6FjdA7KAJkoF5CSImjNe+38iYNPC+1gSE1+tTLyaMJZWMB5AciI067wAApjyokGVCuXl/QGHI1kSF7Wsh3oRUW1AyRdi4bTNCmS3MnqYGB7JqjFBrQvcBfe6Fxa8JY1urCEy+0Eg1CggraknIvLglJlNd/6OvxzwEAMhRS0Hbe3P+841Das/R8cC2H/a4vk9jmurrFBTePfAEonkAoM1rzRf4vgXRc95VW2ratmEwyM3Em1KwXMQ9WL8hVWPkBWndAFbVEYj/Q2P1eEL0LSidc9aOeZpsbDQ/Sv/gDikJ2AfUTMUakqwLWLt27o5qKG2WlFXbLOpAYPBjaePB5G4+VQH8HMJ2jnPenTRrO41TrGEE62CNEZiDLFSez36X4agTSG9B6sxl3y1qo8GApL61jsLsOcXK1esSxtJ3EDOWH6/SU9uPlNIabszNVBkAMH5qbESd8w1urAcGBPKEA/nwa1lQeUpjLrZKMNZaqnvLc9laA0jeLsy5tv2sQRKQvA+Y08wwDI0o7vhAY/8NzNisEQXft+3D/uv6osYIrrdtxmfrPUhj7D9rBBGacxnQ/B2BiUtnY2LB9rbPzfvauoxsL2VoYgE1VrHzjkB/OyeeeElKa/DDddH2Fc097Dpvz6F47UdeizzX5gxC6mu21H1ImyOyv7BrEdcYGo4AQP/+UtLgC9AUZfcNzDPFNmmMZiylTZ7ZmUdKa+ZTNE7yQv4jmit+bcZk1122c4cUtsopmaTYdEPzolvVNwiVMs+NeKDhrcRcxvossA7WX25ltkIAgOcmqDEC+8UaUXBM2tzC7Z7dP7RuJGt50p1qKPNkMP6GHFMHgUNDn052L0DXnWY1NGfE3ChmHDd+rscxr9otAnNQssUrmNT1d6mh2OwmgXGIMdZLyCDrJ42VAJ3nBztN0SAbM6VBl/OHMJQEud7z3fSwHsXlmRZPmBHGqgb3i3rf7H+CzeBt3XTf9/6dyesE6BrDvSOg/VXu1ZgwtvvueABA7klyj1X9tF+432W+A4BxNWR/triFGv1Ue1dMV+JvUdOVmMRg7dhyYxg7lEmeO8snhcLYmiYyrsosyBHGOr4h67zNczT7in/+9TCW42UxoLDmUjTRW1pFYzQrZAloW9h9wwvdIs/NuDQwEqOjB4BruomJ1neZ1aCpy2gxObLzkznS5qrah5cDAPJP0s9H2++UNmjcX9tlxgG5x4muw8MYP/fMqKptxQWt71Q18+Eexm6HmX/t5yianliTknY5gzlo50mwmTjUXsdmls5yXKFGajSytXDkXrrxNOlz+zlh2x6gjzGTjIuLQ/ny5/ez7MWso0ePIlOmTMi7AUjz1/5l6e/WqZ+AnSXkR2RXXHHF+a7OedWll16KEydOICoqClmyZEHDhg3RtGlTlC1bNuLYNGnSICoqCj/99BMyZMiQwtX+mFJlFlKjRg0kJSVh9OjRmDVr1hmPnz17NkaPHo2oqCjUrFkzNbd2uVwul8vlcrlcLpfL5XK5/jbas2cPhg8fjuLFi+PgwYMYNWoUbrvtNtxwww0YPHgwdu3a9ZfXIVVfBPbs2RNXXHEFTp06hQceeAD33Xcf3nnnHezevRuJiYn4+eefsXv3brzzzjuoU6cOGjZsiF9++QWXX345nnrqqT/rGVwul8vlcrlcLpfL5XK5XK4LWpkzZ0aHDh3w2WefYd26dWjXrh0yZcqEr776Cn369MF1112HKlWqYOLEiX9ZHVL1RWDu3Lkxf/58XH755UhKSsL8+fNRr1495MmTB//617+QPn165MmTB/Xq1cO8efOQlJSEyy+/HHPnzkXu3Ln/rGdwuVwul8vlcrlcLpfL5XK5/ja66aabMHLkSOzZswdTp05FpUqVkJSUhNjYWLRpo5ifDz74AD///POfdt9UfREIABUqVMCmTZtQr149pEmTBklJSSn+lyZNGtStWxcbN25EpUqVznxhl8vlcrlcLpfL5XK5XC6X6x+s9OnTo0mTJli6dCm2bduGXr16hT+eS0pKQr169ZA9e3a0bNkSCxcuTPWXgqkyC/m19u7di2XLlmHTpk2ho3CWLFlQrFgx3H777bj66qv/rFv9Y/SXm4XUfSt8ec3L9QEA3+U5uy7fWlDNCAqtFjB2fBUFYxNQa6HkBJCXXa0xgtwt3J2wdmssQXB3NgP4JiC9lbLi8UDbygCAdltiwxgh3RakzntsKKExMp4tbJnAWwvcJdDYGhO8XVdKC51PdzLyHjy3pfkl7/UB4DfqqIKI02QQELGF2pNHbZ/jlk+knFNHYwRnd3pZY2wja5zwfHcpCXwHgGePDwQAjP++D4CUDQoseJ2Q9ZSOs/ci3Jmwc0Ahy9Z0hdDyTMZsnHBnez3CyJtNO7vxmuZnHa+n0v6DzUIeFFr1kGzNwhD7I2aOWs6/3lNA0xY2zuNsjGNowT0aK7dC/o1oczE1w+D479NBodYJBQQAnjFaXeBnV80CAKhowNHZ1wuMvPkSgZETpg8o/NqabNDUwF7j7nelfOc+ROhJ4x3DeWCNDG4N8tF9czTGfGPnfcxGGTe7c+pYyp13lbwwlP+BWwSwTdMjQA0ZbG6ZnEtg7eNnKqy9dS6Zf5vf7hPGaFwy7149l/lrYkuN0YTJzs8evSWnHLo2IYxlebk5AKBN4uQwNm5EPADgxJaYMLY64BGnNBeLVlWg+cBMAjm3fZRS3qQJgAXRM4daTnmjN6SM2qNj6fVOMpasiQr7rbwBn7N+hLYDmnMs1J3jqnVvmRP11yl4nf12Yr+aGM1tL2PTGlxwvljjhlcfjYy1rifM48oZFoYx1s94aaVYd8L7/2NMGqIGCTqlZolnwxjbz66FXM9sHzDnf7jTGMUEi++oaSvDEMfX0y/ouGk8RsaSXX8472nAAQDpE2We7Mij84TGPRbyTzMYC5Vne9jxwL2BbReue9uPF9Vg0Oj56w4JQ5uKSWnNMDgX7ZrFnDephcZyfyDX3txADXSKbgnWjv7qhjEwUeD5tp25D7DmKFy/O5YVk4iM9yqI/8sbgntOr4xfK3/e2PD1dsh4HTJCx2tK44Z5m88K6F4rO/aFsVH1sgNIbl6WZVkMAOCarPFh7OsCUto1mH3wS1qN9esvpc3h5VdIuex2jeXbJe3Y8WUdIzxnteGgsx3t+KLJi83h1CSTD68Kjju4yJgT8QHMAGtTqh2A5G1FpS8SH77u2CoGQPL9Ur4jsrZtzZYljHHf97l6ZoQGTpy7ANSpxbhXbO0vY6LQF/o7jJiNss7GH64cxjgmrLkM86qdT8zJVxyNjNFs5dMjakxyqIGsRVmqzg5jfYvLZwM775lT7XrG/P7u3RqrtEXG2okj2cNY+q8lrw5/Qc1HUtp709zDjjnmDGuKwXOt+Q/HBsceoGY6dg/67bVS3r4s8jhr+MH8YM1MGgbrFE14AGDfdZIv7WcXdm9KpnwdR+he9LY4mQt27jBvWuO99SWltOsy280aIrLOsVPHh7H4dWKmZdenlEyb2H72HvRO4doAAA+PkdJ+FmL9C3+hsY73A53X6/+7Wcj5lZuF/LOUlJSE999/H+PGjcP8+fORmJiIqCjJJ5kzZ8aPP/74h6+d9syHnL1y5MiBRo0aoVGjRmc+2OVyuVwul8vlcrlcLpfL5XIlU1RUFGrUqIEaNWrgwIEDmDJlCiZMmIDPP/8chw8fTtW1/9QvAl0ul8vlcrlcLpfL5XK5XOdH0YnAJSfPdy2S65fEMx/j+m1lzZoVTzzxBJ544gmsXr0aEyZMOPNJp9Gf+kXg//73P6xbtw4//PADjh8/jvvuu89/9ulyuVwul8vlcrlcLpfL5XKlUmXLlkXZsmXPfOBp9Kd8Efjtt9+iZ8+eePPNN5GYqF/1li5dGjfeqBCN8ePHY/To0ciUKRM++OCD8O+bXX+h3q4Xvvzu7bPjpuX/Wvpl6CKNHSogbEAyaADlYlheCXmBZFwAQKGlwgtZ+LDyQtqPlHJ6Ez2OfJ2pD2qM/B3LsXjq41gAwLNPpA9jm0ueAKB8EQD4sLjwp/If3xvGur0gpeUskZ9huWlkYFh2Cdkcll1CntVDYzV26uPbAAA59yiPqdCLQV2PKWCweHCdXoP03HRBm95tnoOMGLYPoCyP7s9rjKwpyx/58arIcyvcKmwytq19HrJVysxRdtaJAtJv5MMAym7r/oLGotqOAgA0rtAujB27TErbjtuHBuyxEY9pMDr4J6tEbZ+QgNfhlTBWtK2wyjZ/pPdA+1cB/MO5gFZBZ05opSGy0Za3UK5Uzj1S1jDzOCXl2SXlW5oqMP4hYRYZtFE4Z5pO1fmUcXptAEDHncpPyhWwqLJ/Y7k6yflrls1Trrfw1TJWVL4an4csH0C5TVWXauymgEkTX1L7fs8gyV+W4cO6z81UOYxd9WMsgOTjH2sfAgD0M6FVE8oBAA5P0xiZfjb3MQeU2KCxmzMJj8nmr0MBG9Ay0phbZpdSxmNSAenLJVX0OLIByRUCgCtPCrPIzvHXF02OqF+HgjEAko8bsoAs+49so+cydAxjW4LcaPlvHBvFNmmMHLR8w2qHsdql5wJQfiygzL9CR3QskQv5idnT7Mwj5YOm7cn3s2OIdbZswgrBPeLrSDuWNPwiauBoXZNq7w9YkDkV1rd0kOTwaWZN2p9NSstM2rxaxq5tW84nm/uWBn1pOU/sA7LXACCpl7ABHx2pMfK07Do1M6Cw2DH8YaLMJzvoEu6U57Bz4vqvpBzYWedp1qDN7Lx/7y4p7bM1XyRz7HkzbrjuXGVQNVy77HrLsWvHJtl7tq2+CZh1LSYqv29MT3nd1Yx1yjKI+w2QMlm77BeOXJPpyu0bOFOuZ9mShzLJsxU2fMH5wTpv+3zUrTEAgGGPx4ex3N8E63wTASsmGDDfLZ9ITl3VIDaMlet8PwBge2ntg74vyXi1zDC2vW0ftt9lpg/Ic2xTUXlt04K2tXOjaLTU+ZPCGiNj0XLOTgV+gk++qKzYIV0l17Y1HNXt7WX8H85cU09+5yYAQEXDQOb+0LJf2W97sykzb29hGUSvFtd1ZUlVKZuYXECmXa7vtU/7DZDX79+px+UN2Io9B2uMDLUpz8eEsdGlEKH0P0gd1rXQGHltiSmMw8q3KteTTDt7HNnRi+/QNuW83HdHbBjjXpucRkDz4OPDNMaxazmOtwRsVeabjLk0kTSZXggAUD26fhh7Jmhbu1fgWFq4pUsYa3xY2Jw29x7aKGMt/QLlEC5uIeue5WkXmnYzAOD1oZ+GsfRllwMAbn5RDSS5p7YcXI6RmoNjwljzsvEAgBPXKg8zlosqAcAAduaV9WfzNl2T7t0vMTvHuL+wuZlreccJylFlXrfH8XXCySs1GHR0u5E6T3YGKblZwb5h7ObDwh+1bZ+vtPAbt27UPiJb1eZNfo5KeKN1GCPTz/IU2X52bnM9tvxA5usm0zV213tSvmK262SV2s95WY7EAbC8e5fL9XdQql2DP/nkE9x0002YMWMGTp48GboEp6RatWph48aNWLp0KT744IPU3trlcrlcLpfL5XK5XC6Xy+VynaVS9UXg4cOHUbt2bRw8eBBXX301Xn31VWzatOk3j8+ePTvuukv+efndd99Nza1dLpfL5XK5XC6Xy+VyuVwu1+9Qqv40ePjw4di3bx+yZs2Kjz/+GHny5DnjOdWqVcPcuXPx6aefnvFYl8vlcrlcLpfL5XK5XC6Xy/XnKFW/CJw/fz6ioqLwxBNPnNWXgABQtGhRAMDXX3+dmlu7XC6Xy+VyuVwul8vlcrlcrt+hqKTfAvqdhbJkyYKjR48iLi4O5cqVC+Np0qRBVFQUNm3alMwsBAA2bNiAm266CdHR0Thx4sQfr/k/RCtWrECFChawGgegvLycJk4aRUsoCHlz3gAqTWI5ENLT03QYHoZOPf+UvCARGQDijNvD2ejlx8OXORrKtQlgBxQAftkxjRGaS5MIQKHDFhB9OLOUFtJNowqaWADAYwG89vluGiNY3ALuCa+1gFxygxvM0hhBuxacTTB6n4LNw1hzCGy/+EY9jvWK6dY4jG3tL31jAe68NusJAK0CQPRDYzTG9mBbAMkBxBTbyAKnaaJAWDygIGA7NMgqt+fyfgQNExAMJG97qtwsMQ7JmFnB+gmfC/h53z36y17CjC2AudpdAWiapG8AWHRX5E1cqVLlpQKktsBpAr3t2CQg2sY4TkfBGLAEdOk0FWPDEMeGhfIP6ySlNfjhvKT5AwCsXCJw7KeiI8HYZQOwuR0iNFCwYu6hWQQAdIHAy2tXVKB56bWRx9E0YMbbs8NY+un1I54nfn8APCfVHkCO92MAAHt33hzGnntbxn2PUveHscrZ3gSQfA7T8OAl0xbMm5wvgJoc2ZzGeWTh4OMKVgYAtNkWG8bGPizlvw2Vg21g0z8h7NaMg/Wy44Hnfm6W7iE15B/wCkWrcQNzizXyKJR1VfLKA0jaJnD6z00+bG9MMCiOTWvwwFxWdJP+m2XfZwSyb3Pf1mgxWdlxu5rlcA1ifrdt0ellKa2JBY8bVbVQGNtXfiuA5P3CfrPji2PX5tKas2Strr1EQfNxwVJ/8O02emDQkPHl9TjOHWvgwxz+w9Uao0HN7FeWa5APZRpydwMxC6GhFKDrlF3j+BzW2IUweWsUxkvbNY7r9wDjtPNCsG7bOdbnVjGUWPWMmgMxV3Usq2srYfv7MqkpGCH2H1bU2KGrZR9pTUq4ttq6VHpX+qP5W9rOk/NWBgBMmRAbxtjOrYepgceha+WcdcZMotqW3clvBiCm+wMAtG0ntdDjaZxgDSv4fsboQ2FsTcEsyeoBaH6Y2FJjvI49jmY+dk9GVSo9JHzdMa/kSzte68yRkqYJgPazHSM0DbOGMhwHxhsl7KvYW7WvhneVvlptchDvYY1YGLP7Q45Na3jw6/cA3d+MNmYvy26X0ubc+oF5XhLUzIH7TDuuJ5eW3NfuI819NO6xbcD5YfdfXLP2TngqjOVoJWYi/fvrcdwjW0O2E11lz71wm5o2sa/tc7QrLut28wyjwhjbiGurNX/45joprcHd3MPB3tcmumARrp9LP1ewXew+kWu5XffafbVYXtCRCMDCne0ijuN4sUZO2xMl/9besjWMcR7bPML+teOhXmAwYvfZnBMZe2kfoFcweRqaAZuSe0aQwG5eqrlgTh0p7frTpaIYkSx+ZW4Y45zJ/okagLF9DxVWkyyuRZPM3I5aLXuN/Nl0f00zph6tdH2qv1HayJoucunNPVaNe9p8L7l2XLR+xgkHk1n81yzpASB5m3I+MT8AwCe3SJmlt+67kGcG0HBP+L9xcXEoX748XOdHR48eRaZMmVBwLXBJxjMffy71SwKwrTRw5MgRXHHFFee7Ohe9UvWLwP/7v/8DAERHp2Cd9Rs6dkx2KJdeemlqbu1yuVwul8vlcrlcLpfL5XK5fodSxQjMnj07vvvuO2zfvh1lypQ5q3Pi4+MBALly5Tr9gS6Xy+VyuVwul8vlcrlcrrNWdCJwSeKZjzuXSnOB1ediV6p+EXjLLfL74Pfee++sjk9KSsLYsWMRFRX1qz+HdblcLpfL5XK5XC6Xy+VyuVx/pVL1RWCTJk2QlJSE6dOnh7/0O526dOmCDRs2AACaN29+hqNdLpfL5XK5XC6Xy+VyuVwu15+lVJmFAEDVqlWxbNkyZMmSBc888wzq1auHq6++GlFRUfjss8+QNWtWrFy5EsOHD8eqVQISr1u3Lt58880/5QH+7jqtWcj5VtvXwpeVGwroN7bgNWGs7wQxj9hQQk8hb9eacdDA442GGmv2akAvvftdDX5wh5TGPWN2e4HqTmilhxFObMHKs7NWBgDkzxsbxlYEzTiigx5HsL01PSGk2oLjH3g5h7wIgOUAUjS52FpQQNM0JgEUyp/piMbSBT+FPmyOKxbA/TsP1Rjr0GKSxuZmEAOD5t9/GMYmZxY4cZv9CifmdWw7E2Zt6zItMHZgX1kAMznJPeqqMcKoiQIsJvgdALZ/fxsAoP6elWGMwPrXc1UKY4TA/6ernht14EoAQOWNB8NYbJUU0lDOgFhs3QN+p+HN4ioKAq+WOTCKeLvebxz991LGo/ps//135Ps0yRnzsMY4TjlGATUksBBvvm+h0RxLFuDOuWPh71TVpfqa8G7OYwK3ATWnsPOZcPNTLaaEsYyvNgOgxkCAGhTE57kyjD33gowra25ALrYd64++KmVCtMLs838vMHsLxyfQ30L+CS+3JhvlxgpUvssihcoT2m/bm/lyY3GNET5vPErCYW9NKQgFt/mB/Wv7j8Bwa9hysP3rAIDGtR4IY8wZhNUDCrsfBzW02N1vHAAg9zfaVpzcfZdoDng6V5uISk/JJLnKmhq8F6RSa0zAscGcAeg6MrK9xqoE48oaUjHXWxMStgtNQroMUGL24vvE/KFaPWOQExD44+f3CUPMeTMOKLB/1BaB51tDG4Lcn++uMc6XIVnNP3oGk+fmrGqUwXxcqIjm8sYNpc0su58GUfPu1djcDWLCc2LQ02EsXQp/dnMsmAvWZKDQ+ozJKwqg/nwZ/3Y942tr8MPXz/TWGI0nrNECx/OptCa/77oWALD5TjWf6jdASj4jkLJxCed7u6wDw9hASH81fMM827bgfjXMX6vwOU1C3HGL7C/y9TbmLQ+Li0LtOZpfS2xIfn9An9caFaXpLIYcvwTQnXlm7jJ/WEMN1rnQyR1h7Km2+QAkX7N7DJB5lx5qsPfqo1JacwrmN5sLOjaUtRp3vq/B4zJ5pjyoz9ishhi1XFlDzenYzy+a9Zs5YFQnrQv3LXl26XGs16njkaYr1riHufaWTzSWsLYyAGBHi9gwlm99kOONy8byDTIvc6pHQdj3RTfps3HNSsmowhrybM0q95jSSfcm7AdrdpflEzFsGDhVDS2YA+yc5V7MGs+suV3awM6xx4dJubmYzpOFNaT+do3p2FmMJ7q8raZIbHu7z+W63WfqDnlBhxAAHUeI2ZI1deMzjtqmhjJcQLn3B3T82/WbxiF2j865a3Mkx5DdU+Q7EBj3HDfJPIMsmgnQNuNaWW51CvvEF58MX95WVupPgxBAx1f6uq9rMMgFjWs0C0NMCzTvAIC6gfmI/RjANdiOpdb3Sr5O5qLCgWAuOHenjNfai4xRZmLgIvTzJWGo+VTpI7v15eVsHqbJis0pk2sF88TM94zLBN1l94lcR+w+ZNzD0r59++vc4R4hy4Lb9EAmmgJfa+zIfwHoZ1k3Czm/ollIkY8vTLOQLbe6WciFolQxAgHgrbfeQtWqVfHZZ5+hQ4cO6NChA6KiJIncdNNNyY5NSkpC2bJlMWnSpNTe1uVyuVwul8vlcrlcLpfL5XL9DqXqT4MBIHPmzPj444/x1FNP4YorrkBSUlKK/1166aXo1q0bYmNjcdlll535wi6Xy+VyuVwul8vlcrlcLpfrT1OqfxEIAOnSpcOgQYPQs2dPLF++HGvXrsW+ffvwyy+/4KqrrsJNN92EatWqIVOmTGe+mMvlcrlcLpfL5XK5XC6Xy+X605UqRuCUKcJvuuGGG0IHYdfv04XMCLSMHPI9LH+ODJhhnTQ2NeAdWR5U2dVSFm2lLB2ySCyXj0wzy07p/YyUltlF5MaMuFFh7Kk8wjGxfBbydyxjhfWynA3GDCopjGXcpeyx5vOFG2N5OQ8JTigZC+XTgnLOqnuUM0OkRvkVetwnwZTJOPH+MDZ+kbAz7fOSnUZOEaAcLVvnQb2kJAcRUDaZ5duQVUQujOU5kns0uq3GeA/LZiNTzOB6kjHUqHvnSWn7hRwvywIb+5CUrSemCll60epEtMxV8sYAoNZ8Ke1cZD9YrhTnXfxXOg7bHJFxaOcnx6Fl43BckwkEKLvKMq74Pu/17bX6XvZvBGDy+kMJYYzzyvIIOUbu+EBjxIrasdfthchYvbektGxQO3YpsqYee0Vj5KqRn2nrRUYiAHTJJLy2mqWV10YWFllD9jmyfGvALQEXdXkT5aZx7lru3Kha1ySvFBAmzIEfKUOUHCab+04GKCLLA9w++jl5wUYDcPM2yVvMYwBQdM/BZHUCgIUbngIAbJ72bBgjd8ryosjOKveyckcX9xTuqOVIcu2wuY+5wnLiKg0WVlHzbcomJC/Qjhdyolgnjj0rm8uZ58rs3xHGRt2VD0ByBlOWVrJ2WTbcjZ9L+Z7ByMaXDHLZ+3eEsStLSR9Zbmf9AcKWXNNC2ZIzG0lpc3OfWkH7WWhkULHGG/RcXjvjUm3v597+FL8W2VAWa8UxYlmVCTfsBgCsyps7jHFu2fYrU1XGUu1be4QxjhfL/4wvmDEimNBAmIl2bDJ/Xf2DxlJifbKNVphtVIuA6WVZYVkayX5hzVplnpGrZtdH5gjLMmNVLSeXa6UdV6e2SF8SBLp4gvL2mDct45HPQw4pAGTvLRyx/LWGhzGOf5tn2QZkrFoZzDJqz5E//Cm07VQY27pE2qB6Qd1DfXCnlP/epOdu3l8ZAHBzhtgw9mliwAqzYNhgk1f9uM5JzkXu/wB93icMF5kcxdrTNR9WXitrQUrcWttWZFSmNI+LmefY/rbM1doFlYFHXtuaqdrOpYN8btsgJbYd85tluHGMMBcAOq6q3aW54uYKUge7FrEPLdeWKd5yM/m8NvbsHql//EfKMV1XSsrWG9cAADYfLxO+xzFsWZ7s0311tP84xzkPbf3svpPcwIktNXbwiLAM992iLEPuKe2egojwFeYjD3mhth15rl0HuId5oK7uW665VfYtdjwwv2WvODuMJb1dHwBwrWFakkNr24Xj1a5JtQ8LC7tdI2VhkxlseZPtatROXlEA4z8W1q7dD/NtO504z+NMTmO/2VzFuUUWMQDk3iTr9viu+vmj9QDZN6ypo/uLMuuC9anuW2EszSxpF/v5iDxIu1/ivqd+LeXfXp5tMn66R49xRuD5lTMCXWerVP1pcIsWLdCyZUvs3LnzzAe7XC6Xy+VyuVwul8vlcrlcrvOmVH0RyD/1vf766/+Uyvxe/fTTT3jrrbfQoUMHlCtXDtmyZUN0dDSuuOIKFC5cGM2aNcOiRYvwe370uG3bNnTt2hX//ve/kSlTJmTMmBE33HAD2rdvj/j4+L/uYVwul8vlcrlcLpfL5XK5XK6/UKliBObPnx8bNmzAoUOH/qz6nLVeeukl9OrVC//3f/8X8d5PP/2EL7/8El9++SWmTp2KChUqYNq0aciTJ89przlmzBh06tQJ//vf/5LFt27diq1bt2L06NHo27cv+vbt+6c+i8vlcrlcLpfL5XK5XC5XahWdCFySeObjzqXSXGD1udiVqi8C69Spg/j4eMyfPx9VqlT5s+p0Vtq6dWv4JWDu3LlRrVo1lCpVCtmzZ8f//d//YfXq1Zg2bRoSEhIQFxeHypUrY/Xq1ciePXuK15s2bRrathUQRZo0adCoUSNUrVoVadOmxcqVKzF58mScOHEC/fr1Q/r06dG9e/cUr+NyuVwul8vlcrlcLpfL5XJdiEqVWcjRo0dRokQJ7NmzB++++y6qVq165pP+JLVr1w7ffPMNnnzySVStWhVp0kT+lfPOnTtx55134ssvvwQAtGzZEhMmTIg4bv/+/ShYsCCOHj2KNGnSYM6cObj33nuTHbN69WpUrVoVx48fR9q0afHf//4XN9xwQ6qf40I2C0ERpfWOqigQbGuKQTMOQscBBQxv31hbgyQLG/Jz+lYCqT5xTIH0+Y8I3HZ7Xu3L2z4WwLVl429PLCQvDFk5BvEAkgOTqxcRiPKHqK4xCKzdwt9feUxKa8ZBCG9KZiYWEM33Law3X16BCV8zXWHCBBFbpWRSQsC2vQfNUWxdaFwwuZ5SYLuMFsC2Ba5vKiYlAcz2Ouw3+97WDAIVXtVAocIEj1twPSHrM4auCWP5ZwmQ2hooEIC8vqTGaCLRcmJknWw/N8sWgL1Jzge0obedHxzBOVFL7ejZR1oDSD7HaIxgDS2e/E9wfMEYDQYDNj5DoTDEfqOBAwCU6Saw7crZ3gxjBKPPKKiGA30XieGABdFzzlj4NcewNSThVGXOsKY53Z+X8oH9izU47HEAwImSaoJA+PsCA6QutDQSgs1nnLxOIfCFOkhe4HwAtE2t8QDP7TEgfRjLcfgEgORt9nTvIEdZV51ACV0VwJ/xfYGwx7dXCDufPeFzbVtOruo7t4YhPqeFiLeYJKWdJ4R51xwco8GSn8n13lfDJ7azNfKgsZCN0VzD+Ieg5iLZJjSfqNfjnKUhCqB9bo1VTtwt/Zr+3WphjOPLmqhweZhdQ3Pavuskp5Vcr8d9t60yAGB3k9gwRkMVC4mn8QvnC58fAJ4eJH0aOj4A6JJLgP52baAvhwXm375MSmtawPFtQfN8Nts+bDMC9gGgftNgrTTmGVf2krrMaqDHVcs1JeLGNRfJ+rhwpxpgMAFfk0sNQjjG7X0TjuWQF+xwQCfA6EcQodXGEI5uBO1fDUPX7JKxYWH2gWcGNhfTbSaNjayRTdEMkaYGRfsHJgANjRvHG9IgSQ01V133tZR2z7Hj8bkAkq+tBPDb9Y7db/MXofzWRGVcIxmTQ/qpoRENVezaRnE/krAtJoxlrCiGKIc+rhnGshyRdhnYS+cV26/SjZpHVm2Q/rX7gkeDpp9dIUcYa75oL4DkRk3Di8j+p2guNROioRNNmQDtDztPuJbXM/OURhqbc+rejcYEre81+75g0D03QXNaj27BOXbxDx5qCNRQg/1izVloYFCmbRsNprBxiDkga4Gdn2y3jD9qXudkWNUzNgzRiCphZ9EwRhOfMpl0fSo6THLZ9CZ6uZj1wZpgXdCYELiJA4DO4pRS/0Y1lZrdL1jnbAJjJ1oHJCYa60qU7qSUXf+jsV7ispexe5+I59ncQO5lzUp4q28KaGx/kBas0Q/nhPUrajYpeG7jmhO/TUwnYpbqGOEAq3lA8xLnXT31qwjvZ9fljiNknuzIo/OE52bPpnsEbLlRyjdM4mwY6RJ182q5jl3TW1dtLC9sAuOm1zr8cNNjJmOXEbKe2LWaY9juh3m5wl9o7GBWebY1pfTZ+Ox231dumYzdHTecCGM0d7LXO5U2yLWZDoex/OuzAEi+trF+ufek8BXALuPmludbKV98UmNccA/oJu+erlFYYEym3Czk/IpmIcU/ujDNQjZWdLOQC0WpYgReccUV+PDDD1G4cGHUqFEDDz/8MGJjY3Hw4MHfxeX7Ixo0aBDef/99VK9ePcUvAQEgb968eOONN8L/f+ONN3D8+PGI4/7zn//g6NGjAID27dtHfAkIAGXLlsXAgQMBAD///DMGDBgQcYzL5XK5XC6Xy+VyuVwul8t1oSpVXwRecskluOGGG7Bp0yb88ssvGD9+PKpWrYps2bIhbdq0uOSSS37zv7RpU/VXybjyyivPfBCAEiVKhL/cO378OLZt2xZxjP2ysHPnzr95rYceegiXXSY/L5g3b14ES9DlcrlcLpfL5XK5XC6Xy+W6UJWqLwKTkpLC/379/2fz37mS/enpr7+8+/zzz7Fz504AQJEiRZA/f/7fvM7ll18e/hnvsWPHsHz58r+gti6Xy+VyuVwul8vlcrlcLtefr1T9LK9fv35/Vj3+Mp08eRJbtyqjJG/evMne37RpU/i6TJkyOJPKlCmDRYsWhefWqFHjDGe4XC6Xy+VyuVwul8vlcrlc51//+C8CZ8yYgSNHhIRbsmRJXH311cnep5EIgNP+GjClY+y5KWnXrl3YtWvXaY/ZuHFjsv+PGVYBmQOgfWyVc/eryRRlQOrtAyb+2If0bYK4LVR7eyb5k+2nPp8bxgj1tWYXGXpK2W/AwTDWW/jG2FbwVBjLekDKiS313GcLCoG8emYFhhOY/0ZDNQj4PmAs1z2gkOzrv5Ky2nQFbI/vGQnYJqS3q4Hfzn1JfgFa9FU1ASF8N+9OPW5gU3m/T3ttg0G9BKJNOD+QMoi+dtmn5EWvwRqEEKlnPHE4jAxZIuDx8R8pvJxGLXuj9c/mHx4j7WuBxTcGIGKCuC1QPUe0gLYtVJ71e6OhxkK4ugErcxxYk4hPAr688YkJ23bGxufC2IylAXw4gFwDAAY9gYtSE9W5oT6C129HHjbE/s8rQT9Y6vYXhQEAdczYpElDmRUGmr5T4Ncj62hoUK/ghaGCP909MA9qMl0PJNnbULdrNu0BIDnjfHIjud/HtwroOv6lKeF7+7M1AwBUbqtmEhsDU6Ji+u80oehnAAADR8t4tYYMk9+QuYFFClTvfVjMQvr31+M4htkmts77rlUgNw06ns6lkPopLcYBADIdUaA/c8XVP5jKnpTJZlnxCd+LeUvjbQpNZ16ggRCgBh6l12qMdd1eQNeGrpsEMl79+/gw9mEA+x5gmOn3LJDyYFn9h7EZgelOmgUKKj91XMjSyxZpbsH//gUAqNEisn7W9GHlzgC4fqmOkfT/k2u/e7ceV22p1L9qDb1vzVkZIy5Y+At5poOZ9Y8XlgcmIZbfTq+A9BUU6D/7YRlPNE96+oCuDVfukfFIUygAGJKhcvAqNozZ6UQx5VnzJI4ls2SGU8MaUdD3yI5hHJEJOnunmiUsCub73e/qYdU/knkyyXDcmWs75NJxuCcYLwTJA2ryZdfvZ3rLujeg394wlrt7sDgE/Q0A9efLXJhfQs89wcXj50vC2LfBbnKDAdzzsBWZtJ/bB/PEmgEglyyk7UtpqO9Hsr4//fV1GgwmSNTXug+LObIdADDlLV1vOR6MfwG+i5Y1v818fd5bP05+PABsXysmJeO2aWXiy0tOs6Y6p+6RPBNT/EAYK9Rb+uj1fjEAgIy97tcTrpdNz8bHNRR/RNqlgTHX6bMoMOAaraYTM18Ws5AjmfQ4GhMkFNDnYd62e4ptvWX/M9gYW9z5vpR7c2oeodmL3c/RTKT+R/vC2HNTswMAjmfQvVvrRMnn8f2ahTEaBtl9VcwuOSfemGJsvUfyUaHis8NYl/6yYal//bNhrE+2wAjuGbMvCCbj4kc1p3HPGJNoTCSWygZyazHNuZ1ejgUAlFtt9tn3BQ+/VI0Py9R4DwCwZr+uT2WKSD7aUkT3qtWXyOu6b+s9NhaX16Oq6jq6e7SYhOTursZ2HduKmccTj2pV8u0K6tVN3VsSRvQIrhsfxspNl7mwcInuCG6cKmWGYFnOvkyvWzRr8JdMg3RhORhMgCgYYzYO6/knw9Ca4pI3m21Rk7iF98gPKGq+3DOMxcyXXHYip9ZpZ15pi0LbtL3bjZQxZ3z/wjXYGm8grxhV5Jup9916RO7bprMaoXD9HPOgnjq0W+Q9KgZVtTloPGYAAI6ZNYF1mGEW5oVdZVyF6xWAt+tKjrSfcWhOtCiF34qMeVhf168iY668yfUnuspa1bisjhFu8D+qqOtEszeCfcr36vJyW5w878q814Sx7XmkzbN21jwcevBtm6f3mB8sqsbti3nBGuNUejEYHC0nhbEnXgIWwOVy/d101l8ETpkiC/199933t3F52b9/P7p37x7+f+/evSOOOXz4cPg6a9asEe//WldddVWK56akCRMmuKmIy+VyuVwul8vlcrlcLpfrgtBZfxHYokULREVFoXTp0rjxxhsj3t+/fz9GjZJ/le7bt++fV8M/qJMnT6JevXrYt0/+JfO+++5DnTp1Io5LSNBfPfzrX/+KeP/XuvTSS8PXP/30059QU5fL5XK5XC6Xy+VyuVyu1Cs6Ebgk8czHnUulucDqc7ErVWYhVvv27UP//v0viF/AnTp1Cq1atUJcXBwAoECBApgwYcIZznK5XC6Xy+VyuVwul8vlcrn+uYpKOkv73jRp0iAqKgqbNm1K8ReBmzdvRrFixRAVFYVffvnlT6/o2SopKQlt27bF2LECN8mTJw+WL1+OfPnypXj8E088gaFDhwIAXnnlFXTo0CHF46h58+ahdm3hvdWrVw+zZ8/+zWPPlhHYvn17E4kDUP6051wwmhZAIx6cfvrjztf1Or8kpQX4dRr228cvMBCrtQGfx4CgilYVbsfmYilMmWjlqCAxgDPVMuyNDQFgaVdys5oIlQ2gRSvMGEibwnx6I4B/NZwV+d650NLbpbS8uD25Uj4WADId1tdHMke+/8UNUh4275X95A9WzvW7VCRg/400eajKspSP/T2y84kAvWOXSWnnQc4AfPeqASRx/llIW8nPpAyYTQDQ+MGaAIAZuSrrcaerexUDwLoxeO4Rj2msbnA/C9Ukr3OP4csSXmhBiATOEUoHpDzWz1acM/YabKsvb9DYv/8r5X//rbE7PpDSAvwIUrVANMJXCbQDgOOX/WaVrjygjKGDGyvLi7MdK3Emp20pIuXDY8/u3IYz9fUbjX77uJSUNegjC2BMqV9Sau8/QTev1jb7tKysHW3GaGxc8ZvlxZny3ft3SHnnB6c/Lk+w3tk59mAADRtguM4Fvok8l+tYYrrI9/5slTLwS8J2R7fVWMCv/Es15z4pZ5oxRaijYbWGMkzEFNflX8vw3ZgritZQblqKe4mwHsf09Wnm5DlXhQCSGVfx9Me1fU3K0Y9Evld8g77eWCLyfWqXAWLm+Tbyfa4Fhgf7pyg1bW85xwW3SWlYahRZbgCwskIK44B7PAvLI4u3cAp8crMHXV5WWH6V4lK47tHLpbzC/EUT+6rhGxr7vXsAuwfuNUjK/n/ghyFc4063n/wrlcd8XjjTfv3XOqDoKGT98bePM7lvx35hHYZMSAAoGMDMbQ7kuBpkEFfcz3Q3eeY060PlpTrmUsWg7/CKlHbvhBUAKoT/FxcXh/Ll/yafZf+BOnr0KDJlyoRSS4BLMp75+HOpXxKAdVWBI0eO/G1Qc/9kpcos5EJTUlISHn300fBLwGuuuQZLly79zS8BASBz5szh6wMHDvzmcdSPP2pyt+empDx58iBPnjxnvKbL5XK5XC6Xy+VyuVwul8v1V+tP+9Pg862kpCS0b98er70m/7KVO3duLFu2DAUKFDjteTfcoL+s2L59+xnvY4+x57pcLpfL5XK5XC6Xy+VyuVwXsv4RXwTyS0CaleTKlQvLli1DwYIFz3AmUKxYsfD1mjVrTnNk5DH//ve/T3Oky+VyuVwul8vlcrlcLpfLdeHob/9F4K+/BMyZMyeWLVuG668/O77MjTfeGP757pYtW7Bjx47fPDYhISE0IMmQIQMqVaqUusq7XC6Xy+VyuVwul8vlcrlc50h/e0Zghw4dwi8Br776aixbtgyFChX6Xddo2LAhXnxRYPYvvfQShg8fnuJxY8aMwbFjAhG+9957kSFDhlTU/G8qC78mfN1A9Guu2wsAWDh6buRx3V7QWMUAOL0/W+Q9LKy3dwDItYD7F7oBAG57Xwmo5PRfZhjPTxe5X16MUAOY+rMEljv7rdf1wAA+H5NrYRiK7/9uRLU2fz1fXqQErn9wmsYCE4LhOxUK3rGtmBrg+e5al8fki+TZDQy0d/WtUloQeQCNXjjxzTBU88aiyd4DAEx7UMr59+p9X5bnHV6kuh5HIwaaIIx5SN8jtJ0GBIACkwkwBoBnAmAxYdgAao7NLfVcos9du2IXeSzDu96bU54341EFF38bMME3FtfjegYw7ZUFc4SxmD0yvuJLpgJ0fLGIY4NGHYD25cuPa2xnELNwcBqI9O+vsdMZ0xDwDSjk+57IOZSiePzUphojsJ8GIYCC4T++NQzNWPQ7x8HSqpGv+xsDBcLN364XeW7OHyJjB0z+2hJpohWKcG3gV4DtX8ma6jQNDB6s2VHLiVK+Z+D47FMLfye4fU/OMNR8/kEAwOSWKbTZoJ7hy76JzwIAns7VRt8PTD0OFttt7pEYeR3Cyye10Bgh/xVWRB5PswYAU96SNaPZtJTA+b/TIMRqsDxbu8RxYWhU1mBtKG0MK7hOWcOKoU9IaY0t1pX+Xbf/NPG28HXziZLTxmWuHcZy5JXn3ksTBgB4sauU1kDkTCYhFHPygawamxbMLWOY0uVFqQs9cwCg9cTItu/bX46zzcIcnkycnyeN0YidbxSNGGw78rU1WrBQfIrjpc47v31dQPcaZzIrWFRDylYTNMZ2tmvrroD1nJJBiDVF+nXO4xwGgM8lP5zWIMTqbE0qrElDYPZQtHuzMHS6+yUz/0kX7Kfm6f6hMWYAAGY8aK5BkxCTq2pPygIAmPvScj2OJiHG3Ck09UjJIMQ+Bzd01iDEGj39+npnKxrIAWpokZKpw/qS+rrOHCltfuf6aI+79P+ktOPWPjsV7G/p+wEAeadJPyRrZ66362/S2O3BGm1zBQ2AuI4DqPS22X8DyfZ4A59PAAD0oTkfEBr0DczaLgy1yil1yh29I4wtz5tPrp+SCYk1GOK8s+3NBHKmcX0OTUKY2wDg6RJBTra5ZfUtUlpTsPYjpSyyRWNcJ+xY4rPzPSuT+/IhhbZMySiJBltWXL9SWhtSMOhL0SDkTEZ+zKtfG8wW94U0NwSA1ZGnulyuC1+/+4vAV199FdmzZ4+I79u3L3z99NNPn9W1+vbt+3tvn0yPPfYYXn31VQDyJWBsbOwf4vY9+eSTeO211/DTTz9h5MiRqFatGu69995kx3zyySfo06cPACBt2rTo169fSpdyuVwul8vlcrlcLpfL5XK5Lkj97i8C+eu7lBQVJf+6MmDA2VnGp+aLwN69e2PEiBHhfR9//HFs2bIFW7ZsOe15JUuWjHDyzZ49O1555RW0aNECp06dQp06ddCoUSNUr14dl1xyCVauXInJkyfj//5P/sVvwIABKFy48B+uu8vlcrlcLpfL5XK5XC7Xn620PwNpU/jjjfOpqJ/Pdw1cVr/ri8CkpD/vz/H4peEf1YoV+mdGSUlJeOqpp87qvIkTJ6JFixYR8ebNm+P48eN44okn8H//93+YMWMGZsyYkeyYSy65BL169ULPnj0jzne5XC6Xy+VyuVwul8vlcrkuZEUlneW3e8uXLz/zQb9TqTHbqFy58h+q0299EUh99dVXeO2117Bo0SJ8++23OHXqFHLlyoWqVavi4Ycfxk033fSb5/4RrVixAhUqVDCROADl/9R7/GHtujZ8uaP8dwCArAf07Ty7pLToPyL/3q6rse15xZNmVflTYex4gFc0iLnw2sT2AIoSLLleY+/fKWU/88NTsgFrzdcY369q0DLrSkXGiLrqk1eZWKsmCE9qmzGervu2lA+P0diMW/MDAKpv2x7GiDezmCziW3IZlBrva/GHxLl9VFFjxPZlOhJ5vdk7u4Sx9B2EzXdiqmF7sRG+1D+Zv+awMGK+S5S6x9fRurM/bJ0Kte2S/E0AOx4XBs1ag3ni25kPayxf04Hy4rjyNIcnyvVsP4dMSTayvVBZAx8p/AUAYE3BLGGozCx5DhT4BheVim/Q10HjJ71dPwy1CHBytp05d45k0hhxj40M+pJ92WKSxjoPlbLGIo2R6Ti/VmT1eLx9v4P8iBsPjdX3iDgy+LLwdZnpynvtMn8rgORMM+KsxhrMJYfaMYMi4ry7Z4HG5tSR0mA7w/xQ0SCYiAKy7cj5ObK9xu4K2uV7xfKF9bPX4z1s7uPz2lhK+Yt1jUdMGOs7Lx5A8tzXM8B/LjGINtbBsqnYvxZ1xbxkc9+gXlLa6Uls0ksGgUScoR1LMwO8n8XxUQHSDEA4tXGqZLwGg4olXKFrB1FTdrz0GJAeALD7uhNh7LogHZxoMhsA8FxBnRs9qgozdfzMD8MY87ZFP7ENbN5mH2U/YLZOX0h+nfLM1jD0VoCZLGGmKVF0vBcAPCp0k2RtVv/t4NpmDR7fT9bg1mPV421uHWmX2nWbh7GE9pMBJF8fh3SV65GRCwBPBAircpN0jjVeK/WfkblmGLumuLBzv3tD15pw8bf8SjZWwBsDgNsCzqtFAXNtIQYRUJyhHf8PdI8BACSZ8fBVcAvLkuUy8YpBb776qJQ2BzQIkGu3GqwVc5nFKbJvHmiqbTBkibQB5wEAlFonZfGNGhvSQcZhlxEyDpPxFytKHzWOnhzGmA85BgAg/ivhV9aPUiZw2FezrgljW6vIeDBLK2IO75BrZM4Xxm4JMJMndmo/b71H+rnQg/pXOQMTBelj83bGMY0BAM0T9R/FA+Rmsj0C28DmV84ju16wr+xxzCl2PDAHMScAwIJ7pLR5iX26qZjGmF/t0AzwjGg36Mowtq+wMFPtvop506IdY9bLfNt3teYg3jd2nc4JspFrdtBxs/shGTe59uj1omoELGrLlQ4m/1PP6z34drFNehjXrNrfrwljt71cBkByZCvzFdve9hWR2dMNIrDSgMry4hnlG645Ug2AIvEA4NPLAja1SZK150ud536vfMGk9vKXY9d9reeyP2zObzda8hLzhJXdW564NPJj6pDOck6ydaCW8FgP3bMyjGUZ0BEAsOMlZb/nOyB7YMsrHNVWrtcup/lLtWDRqp2o/PDuASa9XNPI532+m57aPfhcNPVBjTXrLXOw4yJdJ4Yfkx+x1L7x2YhntPlwyCs75MUuZUGGfONpepOE7+Uedu3nWm26Nxwvc3d2DGPjN0gbGQxz+FnD1oXz3ea3X1YBVQxCNS4uDuXLXyCfZS9CHT16FJkyZcIt7wNpzxI3e6708zHgkzuBI0eO4Iorrjjf1bnodda/CLzQHHJjY2P/kutef/31GDJkCIYMGXLmg10ul8vlcrlcLpfL5XK5XK6/idKc+RCXy+VyuVwul8vlcrlcLpfL9XeXfxHocrlcLpfL5XK5XC6Xy+VyXQTyLwJdLpfL5XK5XC6Xy+VyuVyui0BnbRbi+mt0VmYhm/4dvlz8+GYAQNWl+jbh9BtKaIyAcoKiAeC76BzyIucPZ1c5Y0YQMykGQHIDDAKJLUSfcG4CmwGFQVtDAYJqCd4FFGg8oZXG+L41LSDcebAxbyaEOveK/GHsRGExwVhdVo8jwJ2QbgCoM0dKC6tm+1lzFEKqLTw59mMB/XZJp6BfgnmtYcqnqwXIe6ifAouvDrrhgzv0OJoQWAMWGjsM7awxGgPweQCg9zNSEgYNaNvb2MudpGwZmElYqDYhwNashPBwwyMO+2rczoFhrG90HwDJodUE+3/3sMKWsegu/B41nqYgadavR7TeF4N642LUqrLaLuwPGjMAwLDHpbSg/jcaSmmB3TS/sTGa1pzqp+1cuar0rzU6qPeWlK0H5whjObAXADCrgR53OLOUhLFbQxl6wWwpojEaZHQpriYIWwcJZN/mEWt8QTH3WNg4x2THbgrbvzKDwPZ7DdLjaObAcWtj2b9NH8ZOXKGmFFT6TQLpzh+tIPDtCPKRIdIn5BFIPdsY0FyxK4/G0gV1ntlQYzQ6yPffjBq84wMAwOIM5cIQ84JtUz6HNSZgPrdtOvlWeY6iifocmwsmN0EAgD3BumPNTDiGMs6prkFSy40LQUIBGSPW6CBbkGs/TiFf2+NG1ZI+vG3nd2GMJjg291Ac38x7gPavNZ3g3LHmBu8GBgW3m/WWRgI2R7JtaSAB6Jzs319jzF8WcM8+mpH3tohg/qrjIs616xnXpxVmy5AS3L1AAO2n2QAQDhsk7Nc1kzT5yk1bh6HYgsGcyfOtHvfzJXKuMXFh29O0CgC65BIzBWtOxHrZfQPvEX+P9inbyK6jz+4SKH+4eAFY1elTAMnbnm1q4fg0Y7HmHhXipLRmObkHBznHOEbsuE6ek6YTVjQqA3Rc8R52n5Fx6c3Jbwrg9boyr2xb2HMorv12z8Nns+3zRWEprVEMz7GmE5yK1hSA4H/magAYvj/I/9ZNZfQjEfUb31LWIut/wTm703gbVAnmEb1mAN3/ZF+hZibhQmFO3v29mGLkTtynxx2QxW1gL10LORdp1AQAjwTrxL9NG3DtsuOBezzu4QCgdSPJZY33q7EQ552dx6MKynFTpupxzd6QfBlfRNeOmFrSpglD+4SxjA3HAwDWbNR5xzHB5wE0R9m5zbXUGuOwXvT0sCY33Odawy47hinuQdkVgKZyu1fm+wk7i2owmChzp6nhDeekHd9cq62ZyQMFpX06ZusTcdzElpF1tvsRmrjYPS3XtqVVNBZ+Xphk1qnAwWZfJu0rXjvjy2rA9/qScRH3KPei5O76e9SkhOZcdn3kHKRBGpDynoPzyO65uYWwex7u63u01Rzed6p87rHrGNvXfnbZ+4Z8JqleRD+TfBCsozvNPoTzyO6dOMBqblGjwYVflga6qCOYm4WcX/2TzULefPNNjBw5Ehs2bMDJkydRsGBBNGnSBJ07d0Z0dPSZLxAoX7582Llz5xmPGzBgAPr2VROh2NhY3H777ac9Z9SoUXjkkci18kLUWZuFuFwul8vlcrlcLpfL5XK5XOdKnTp1wrBhw5A2bVpUqVIFGTNmxNKlS9G9e3fMnz8fH3zwAS699NKzulb9+vVx4MCBFN87ePAg5s+XX9z81pd+OXLkQI0aNVJ874YbbjirOlwI8i8CXS6Xy+VyuVwul8vlcrn+AYpOBNKm8JcS51NRf7A+77zzDoYNG4aMGTNi+fLlKFlSfsp/4MABVKlSBStWrECfPn3wn//856yud7rjXnjhBcyfPx+FChX61V9tqgoXLoxJkyb97ue40OSMQJfL5XK5XC6Xy+VyuVwu1wWlwYOFQ9CjR4/wS0AAyJo1K159VZg3I0aMwJEjR1I8//dowgT5m/1WrVqd4ci/v/yLQJfL5XK5XC6Xy+VyuVwu1wWj3bt3Y82aNQCAxo0bR7xfvnx5XHvttThx4gQWLlwY8f7v0cqVK/Hll18ibdq0aN68+ZlP+JvLzULOs87KLORca/1NUn51fRjqskugv0NKVQ5jt0XHAgBWZlPIc/q8AphfZv6kvtxgOafjxtgwRtCvhbvTAMNC/gnatbDxMssElF9/UUIYe+Q1KS34mSBda7xBiHKWHxQIvPwOATpXGhYTxmIQDwCIf0vNEuZuFHixhfASYlyulcKEwwPMw8XsETg+DVYAYOFbAohORqYOKND7eiokntDoTi/rYSfTSfmlwRAQED5uwqowtgpiIFCu1lNhbPM0MTZ5oZv8/+RErXvH43JfC3QmaNq2LfvKmhs8GfzKOv5w5YjnqblRIfAEJZcZGxPGuiyJB6AAb0BNXIzHAHrkbScvSGIGgGL/BQBMeVCB4c2mXVxprcuL8uwEvgPJYdYUYeMW4P5hqSsBALdtORjGpjeR0hpLsN+mNtUYQfXfjdZ5smaRzBMLNKexQu058m9PSWnVZCBqtUD0Y9J9GsYI9rfGQZy7drrQJMICw/lsFoDO57DtQ7+BQhPVpKFoZoF9WwMfXpugdEDNi9hOgBqxEDgPKFTdGkvYoUtVqifg7hwNFdy9d3VtAMDcCXPDGOc4TUPsPazhQL3AJKi8+hKERhG2fmwrCypnbHte/XfC3ddKf1lzAbYLAe0AkPC59GWa0tqXp/YHRjKGrM98kJLZi82vNEyZZ8xMak+U8dp8vo5X1sWee2+Qo6LWxwAA6m+LD997MzCyueRnPZ5rjTVkYJva3MfrbjBGI3e+LyXNmQBtq7EPaYwGCjTqANTkqU9TY5bAAWMGdpc9MwAk922grNFPzVmR6yOfzZr0ED5vYfbpo4Nz6DIAhA2ycKiaIKQ7GZxrTFS+CsaVNUfhta1hEfOHvS9zhR2H984LrqvbEFz/lZR23NzwZbJqAgC6dI40OKG5kt1zsC72cflsXGNtXaxxQkpjjkYuNG6wZmhNpksZ22JHGFt4Y75k5wHA0/1l7Xqum65nPTrI8xwqpusoc6M1HeK6bc0XOP5s3WmSYw0UaKpg91psg7ve01i+d2LkhZn4lcfI2LVrde1Wkr+2dtX8RbMCm8M5T+yeg/WzOY2mUnPzxoSxUaPjk9XdXseaqHD8WbM75nBrRPRhcclVi5vsDWOPD5NycwZjqkOZRj206AEAyfPhh3mDOf189zA2JLMYgnCN+/U5FPO6NcrbOlOA9ScGPR3GON+Mfw4KxclzrLlHn4Mqk00+JN/cv2YYY9vafQH3tt/lMXuptrLRjv+4XRji3LHGKexna3TCdceuP5zH+XaZeyy4GwAwd7R+mOde0Jr6cC2045V7fZsjWb8yBV/XYDAp9l2nOZLz2c4T7keN11dYf5pQAdr21pyrdOCbYfMDDR1t3/OccmON2UpQmUMl1Ywjywp5/0TJzRH3tQY/zKt2z8H5NrK9xgJvlGT9QdOp3LOMcVVwwOuLJkfU+emqetwH1VbiDuOh5mYh51c0Cym/4MI0C1lxz+8zC1mwYAFq1aqFK6+8Ej/++GOKx9StWxdz5sxB165d8cILL6R4zNmodevWmDBhAu69917MnTs34n2ahRQuXBgPPPAAdu/ejX/9618oXLgw7r77buTJkyeFq164ckagy+VyuVwul8vlcrlcLpfrL9XRo0eT/X/69OmRPn36FI/dvl2+FD/dl2zXXnttsmP/iI4dO4ZZs+RfZlq3bn3aY7/44gv069cvWSxt2rR47LHH8MILLyBt2r/HV2z+p8Eul8vlcrlcLpfL5XK5XK6/VNdeey0yZcoU/vfss8/+5rE//fQTAOCyy377540ZM8pfQ/z6C8bfo1mzZiEhIQFXX301atasmeIxmTJlQqdOnbB8+XLs2bMHx44dw8aNG9G5c2dERUVh6NChePTRR/9wHc61/h5fV7pcLpfL5XK5XC6Xy+Vyuf62+vbbb5P9afBv/RrwXGr8eEF2NWvW7Dd/0XfTTTfhpptuShYrVqwYXnrpJZQvXx716tXD2LFj8eijjyImJuavrnKq5V8EuiJV8jMAQP1Zyqgh/2p2p9gwptykrWGMfB3L1NjcXs4p2rZjGJuyRVhYx8yX+7zeRsNeIqfEskvIPrKcjXn3SvnSE5HnWkYHGUSL71aYBe974pb4MEZuTGJ0nzBmGX3U0M5SLnxBmX5HAkYHeWwA0HSqlJYR+P2r8rNjMqIAYH/QbpbFRb4ZmTGA8s8sQ438jxczlIuo36EX9F9aQl5OyyAwUetOtorl5rB9LNOJx5EtAwDxBeVfY15/KDaMkeNiOSTP9Jay+v74MEaez5AKN+uBowUQ1GORgf1sLIEI9ZefZh/bY2I/XyJl2l8ij/+7q/NLAIBDE7qEodsDft2QzuZH3gGIrHnTamGI48rOnZHthbVWwfDk8s2SfljcU1lv5DVZFtfwijHywsDHOF7s2GzXSxhX4x8SxtVVB/S9yhvlHr3Ndcnusny1Sq0E2rupfSSrJiXGnZ33nC9ZzX0LNRSu4cJBOsd5nWKb9DhyiSzbj68ti4s8LcuTu/tdKe0cr/SBbHZeb6E5aMhOyYcfmz6Y1ELYJLd8ojEyx2weIavI5lLWa+UR/RfNwl8Ic8m2C+evZR2SrZr1gHIcc798v7wwIKjdXYVZx9wGAAW3SV92KXilHldSOFUbzNTlemI5lswpZJfa21n23qp7ZLzanEIEl322m9ZLOf6VeABAa4wP34vKIxOmy9B8YWxIV+FULYjWde/2ZVKSEQcAJTZIafuAY4THA8quIt8KAMY8LKVlu3JMvlVP11GU3prsGgBQ8IXIunDds3wuQvBml1Km2bpS8qcy3xTQw/YH7W3Zl9eMkRw+q4HGyt0qsZ2mD9q9twMA0Ld/Pq1fwPmzfcA2srwqcsPsGsdzbG7h2mXnLMcreXuAtqXlEK75SPJMtjzal/maCtcsfvSoMMb8MbzuNWFsR/nvIupcfoWU27NlDGN9X0pIVk8AKLVOSjK5cu9R9tnAJVKXWDNw2PYDzF8XRfeS44qv01j6bFInywNkW1mubs5gDbTMPK6toyoqg6z+FuGMkeVm62x5Y6Pap8DanSrrz4mdyrQMUK3J9g2E2xU6Yi5Y8DoAQPPv9U+3UsrXrPPLnTTGnDb3rXfCWLtPbgEADB+kLLya3SoDADKWjg1jCd8XCu6lc2xuHXm2HWaM7Mwr17H7yP8WkzKqocLjcrwsPMC9JvldPUlK2x+Ln5f7vfKY/onZ98E8sWOj3Uapgx1zZLg9OE1jnwwVNqCd71x3Ci3VMYyd0lhl1v2AX2txFblXta7Lw9inXFgMk7T6llgAwHdFDFj38xsB6BoB6FrY7Ihhad0qm9WPb9X2Zl+2flHXhqwHJJfHNNU++M+TUlYr/ZxeL60k+Bbr9TjmmwX36GFcKzdPNedmCxprkX6waDdV5q4d69knBWul+fBSYoMwg+1aw3E47UGNcftTboE+2+Ce8myWG8ixYRnljd+SfcBT85T9x88O9rgch+X99AX1uJsLypz+dL4ymhdmlT4ctUj3/Oyj9LtyhLEdt8hYv+4brV8u7qHtAAsa2vI6mcP3Z1sZxpZXAmDYty7XmXTFFVecNSPw8ssvByB/uvtbSkhICK/7R7R161asXClj+o+6BdetWxcxMTGIj4/H/Pnz/xZfBPqfBrtcLpfL5XK5XC6Xy+VyuS4Y5cuXD4D8ivC3xPd47O/VhAnyDXf58uVxww03nOHo31aRIvLt/3fffXeGIy8M+ReBLpfL5XK5XC6Xy+VyuVyuC0b8U9wff/zxN81A1q4Vq+6SJUum+P7p9Msvv2DKlCkAzmwScibR1Zi/YrzQ5V8Eulwul8vlcrlcLpfL5XL9A5Tu5IX53+/VNddcgzJlygAAZsyYEfH+ihUr8O233yJ9+vS/afJxOi1cuBB79uzB5Zdfjvvvv//3VzDQ7t27ERcnjJ+bb775DEdfGPIvAl0ul8vlcrlcLpfL5XK5XBeUevYUMO5zzz2H9evXh/Eff/wxdOnt0KEDMmVSuPKcOXNQuHBhVK1aFacT/yy4UaNGp3UmBoBhw4bhwIEDEfGNGzeiVq1a+N///ocCBQqgdu3aZ/dg51lRSUlJKdCAXedKK1asQIUKFUwkDkD5c3b/5hMFvmuB4d+1F+jvmu91EJNvbRmyhL+nBHl+YLp+xzy8k0DnLWyf4FkL27/14+DcAQqh5gFd1sWGoSE5GwMAYm7UfxWIbxEvdY6OCWOE9qf/UQHfCxsITNRCreuPFIDuwpYKnGZdLeidxgU0MgAUUG4B0TzHtsuMLQLz3TFVjQkI9rZw/CJbpDTeC6EJgAXrE0BsjQmKbpI2v/KwQv5pMNJqoh53SwBc7zVISmsCYk0XKD5H0V6Nw9ioOGl79rc9zvYpGdQWmPzQWCntWKKZQuth2le4QuziLcx7bWkpLeScfUCzFABoN/riSmvtRkobcQ4BQLOCfeWFGYgx6cTMIb6fgr0LvSjzfGteBVPH3yIAawsv5zj9LoMCsa+EALEP7lEQ/Y67BWadDzvC2PB78wEAOtatLAEOdABr7pF5Rzg6oGPdGmAQjm/rNOSYPOOUbU+HsWYDxCQhqYD++UBU3G3ywrgONU+UMRya5gD4PqeUuTs8pcHAdWj5/vphiHM3BaZ2stxybYAzsf2SEhx/+LbhERfsm1PMDQI+OwDgzcDEobwxFeEct2ZGnBOljOEAIez3vaOx+LVtAAAdj6thEOtqn40GPzbGPrLzve1oKW2uZ06x+eutelJOaqExrgkWSk6TkI77X4+4ydaHY8MQ82X2T9Qggzc8cankQwu4p4kR8xOg/WKNXTj+SuqeE6Xlr0/sEA7zsF1HOR5s39MgY6IZczTmsGYqNCShEQCgebrKUo0RwG+NN2gocWJqmzBWuaD0b2xxnbtDBsnctYYk5OTbvE4wPHOvPcf2PU2+viissexNhwAAhieqsRHHUIcRetyd70sZ23VNGKs+WP713xqFMUetul2NdsI10xiUvRaMuXYvmvUkeIBVPWPDULk5svbT0AYAck+qDgC4LcOHYWzlfDEf2Dy/RxjjuKbJDQDMqCrXuzJarmeNDMp9ENTFGDKsKi9j0xqdMH9YM5pKHeQXCrs7vRnGGswK6obb9MCgE/ruV0MUGsq8e7cexnFaa37EqcmMMmggEvjPJDunZlvdH6avIeuJ3UvwOGu0MKSs1HX4G2oysCfIuc9mbhfGrqk1KqJ+nGP21yS8nzVUYg7i/AOAZpA/+Zp7pFkY4zyxxjjsU7uvYlvNLq770vGBCQjzGKD9FovKGgwWtYw/6DikMVPtqmqeNyowz2u3RM01krbJ/WyuX1lB9jUJGXRPlPFFabfdz2ifc44xb4/Lpn3V7nvpq1GHzRoXJKnhb8eGoRsDj5BqG/eFsac6ZweQPN/EVklhrzVGNssJnXRdyXg8OK7gV2Gs8hh5xtiCanSyr6RwtawhEPvZGlNxTNq+375FfglUPXphGOO+sFAFNYvCRDECqLxU27HzUClrtzW/JuICykEKoPmGeADJzfs4Duy+s9AXkXsy7rkLjakcxk7cGQtADbQAXT97qj9NuF9oVlHzOl2B6jfV/p19OHjfbLo75u3y61D4ecYapsSskHG6+ZaEMFa0arA3MQtzfAbpN2uUdOwzYPZw/f+4uDiUL3/uPsu6kuvo0aPIlCkTqrwNpD3991rnXD8fA5bWBY4cOfK7jT0ef/xxDB8+HNHR0ahatSouu+wyLFmyBIcPH8Ztt92GDz/8EJdeeml4/KRJk9CyZUvkzZsXO3bsSPGa+/btwzXXXIPExESsXr0at9xyy2nrkDlzZiQkJCAmJgb58+dHmjRp8PXXX+Ozzz7DqVOnkCdPHixatChkBV7octdgl8vlcrlcLpfL5XK5XC7XBadhw4bhtttuw8iRI7Fq1SokJiaiQIEC6NGjBzp37ox06dKd+SK/0tSpU5GYmIiiRYue8UtAAOjVqxdWrlyJzZs348MPP8SxY8dwxRVXoFy5cqhduzbatm37t+EDAv5FoMvlcrlcLpfL5XK5XC6X6wJVgwYN0KBBgzMfCKBFixZo0aLFaY/p0qULunTpctpjrLp27YquXbue+cC/iZwR6HK5XC6Xy+VyuVwul8vlcl0E8i8CXS6Xy+VyuVwul8vlcrlcrotAbhZynnW+zUJSVIZjAICk4wo4fqaXlBbwXeBrKVsaIwpCiodvUDBv+ldbAwCeeEmPI4x5ZiONEUBuIdmE664uq7EJwvlNBuJm7ImhGtuZR0oLNiYYlyBkAKhUUYw8ln+kRh6EyXd7QY8bFLSBBWIT6vvV9Roj9NdCqLP/IN+5X/O9Gnnw/azGfIjAbgudJ0j8emUsh6Dkp7MpYPu5nQKLNizysN1sndnmA/pJac0NCGa3wHDC4gkOB7RNCasHFLRt73VjAHJ/8kWNDakRGEuQZA0Ab5iB4Do7Gej2wIYCb6a5AqBj2ELOh48QGPm98/Q4jgdC1gHlQluziWkPSsm5BgDv3xlUxYDZaZZDcw8AiJkUI/V8Kx5AcjOJOz6Q8v+U7xvO3duXaYzQb5sLONYDZjYAzVHWjIOmBvY41tma9bD9evTW3LfqDgFnl8usAPLNOw1QPBDbh3B+QNuAuQMAGr4hJec6oPOdIHkrO00+rChmCXMbqFlC7TnBv+eZh6ufKEB4a9BB3rmdn8zD1gSEc3/2fs0tJzpJbkk/y7igBS4mi5c8G4ZoNmGNS9gGFny+MvpmAMDuOp+GMdbBGhMQ6M82s89kDYP4TCkZbtBcxuYqXsOuP5wTFqhebZjkqhxZN4cxXsf2ywd3RF6PdbJmF5fJ0hqazQD6vIU6a3sndJX2tgB5mmKUX6ExjnF7jzl1pLTzhOPLtgHNNdaW0hiNHZKZUK2XMddxtI45tuljr+hx7Pv6W7SttiZK+xVaYAzA2MAmuSTlEYOAqDk6vvpukDFscwtzmh2vXxdIXncg9PdJdi7PsXOCc5VrHKAmHAu76nNgi4z1VWXVXKBcCemjhTu133iP2g0DYy0OQgBX5pTrHWyvxjcJ8x/Ar8XxcNWPGkvIIHOcxmuAmpTYHM1ns3mud7CHimqrZhIY/YiUD6r7QswTYqRhDXy4F7NGO0/XkLmL/v01GAy65jN1jEyODtrAuv8Em7x2NbSfaQhiDdJ4X/YFoPs9mzcffVXKrdHGJCg4wBpi0fzGjhFW6+CgIWEspmmXiLrQoKJ1o+oaDBq6aKKaezDPrTPziftX4zWB9+6S0uYZGkrYecx8SVMHe65tA9bPmj7wfhzf1thiV7C2WtMtruM2xj2yzamcf/FZ1dxj4cMyd+2+PaZhYERiE1jQ+Dcv1bWVY93uB7jftTEazNGoCQCWVpHSrgM8x7bt892lPDVfx9zrM2VsWLMj7hts29LEiG0GqOlJmp81FzAPM/cCQPoFwXi584MwNruunFO/quaMxpnMvAzE/bU1XuKcrp/JmJ4Eib1N73xhaFx0c3lh3Kxuhqyz1pSIz2vbgO1nxzBNVLJ8YnJ4oCGjdfznmQ7cr74ybhZynvVPNQtx/fnyXwS6XC6Xy+VyuVwul8vlcrlcF4HcLMTlcrlcLpfL5XK5XC6X6x+gtD8n/yuLC0I/n+8KuKz8F4Eul8vlcrlcLpfL5XK5XC7XRSBnBJ5nnZYR2PY1AMAoKE+i3eigu3IqkKPQstwAkvNwyHjYm6gsjxDu1X+AxsYIgCR903FhiOw6y3n6JuDwRD04JYwt/l6YMpYrMqC/lM8YJha5E+S5AMpUWltaY+SjWF4POThWxwLegf1XDrKXUvqXD8tU6v2MlJYhQpaTZQmyLS0/78FpUqYz97g6YD1ZNhtZeilx+Sx7hmxFy95jF5EZAyiviUxGQHlurBMADO0speUDrQiGkuUQkpdDnlBXw+8jN8QyosjCevVRjbHP7ZijbNuSG1PpRsNBYUcfM+AKspQs2O2ed6WsYGAx7JB1ZuD0Cjp1kIF2/ZP1vkyemzN9GIY4/izvZXhdmfvj+30XxlonyvzdurpZGOM4KLlez91cULhgq25X5hPnquX0kBlk2Uscmymx6IiVskzN2Q0kp9VcoMwdPodlgW1eG7BvDKRwOSoBSD6UyDbKu0tjTYJ5YvmZzDOWsUUmlZ1DfB6D3AmHoWV5fhhdGQCQcE9sGCNjyOa01t0D1o5JVkkFtgMAor5QDs/Nh4W/E2eWB3JUbf1OppOSjE4AiN8Z8JAI4ALQccSpX98W/wnYUZ+bOcs2twy8/zwpZZPpGuOYY94BlEHHHANo7rHMurKrpbR5jrJtynFguWUtJklpHi3M/3Ycct0hO8vmtIfHSGk5rmRDVcula1z9e2WeGNQb+twa8CHfqhfGbm4rHNxPy5rtVMBfez1R5xrHn2UwBajFZEws3s+uj8y1dl5VWSqlZYCRuXniUlOXL24AAMztqkyn2gNiIm7SLlH2AaM+Uo4db9jxuO4R2Fax7Q1H75NbAAAZkRCGmCts/bgm5O7eMYwl9BwOIHn+IpfOrifkoZFHCGif2z4iC+uBl3OEscpb9gJIvqZzvbNrf723pLTMNa6RjWZqjP02N+fNYWzgfGFxcWikO6nHk3FaZpky0vDv/wIAnmqbLww920rqvLvk3jDGPDuuYGU9N0jcNbdsD0NklKVfelsYy1FwJYDkeaRQS2G43VZR+Z7Mg5YDzf2K3eMxR1qe6QOZZX237DPOSZs3exQXbmCb4zPC2Lji0n6LeyovlGM93y4zho9eLqVJ9jF7pI24rwN0bNqxxPEypKBy4mpGCyfOrjGcg33qxYSxVY/GA0ieN8mls1zd1q2kzZtvWxnxHPY45tXh0dpWO54fFVHnct2DupqBuHXQZABAoRrDw9jr+2Ue2fzGHMo5xP02oDnI5lnyEidvGxjGumQWZvaQuoa/GCT7NsV17nJOVozTw8iEtszD2TNnAwDGZ6ofxioE5xT6Qn+TcvNaWafGPKzncg+fsC1Gr/dMPACdGwCweZu0WUIT5UNObZq8noC2s+WFkslpxzVZn2uG6njlmm731GRU1t6oc5F9b/f3bHO7TnEds2vhAyOvBAAcKnAwjGVZIbzVuT015zKX2hzJPrfjdWUFmUd9++sei/xKe+4tn0hJfjigbTWsk8b2Z03+PADwQLsooLLOV2cEnl+REXjHLCA6w5mPP5dKPA580MAZgReK/BeBLpfL5XK5XC6Xy+VyuVwu10Ug/yLQ5XK5XC6Xy+VyuVwul8vlugjkXwS6XC6Xy+VyuVwul8vlcrlcF4H8i0CXy+VyuVwul8vlcrlcLpfrIpCbhZxn/dospEVLIE8A2CXDe2EN830tyewGmN+4l0BkLQifgNrnu2vsx6ukzPKJAulDcvG0phF1G9hLwbIWpk0RKEuAPaDAaQJrAQUwW8A3Ab8WVEvQtQXhsw1yqTdKCHe2oN8eVasDAPp+rAYKhPkS/g0o7H5ZFY1NaBl5PcLGLeyYwOcXumms81ApLTCfMWu2wvbb/lFzDQZ080O3x0ccZ9uAgHILY/4qgA1b0PUbDaW0pgGbiklp4cRsU0LTLUSZHG5rakLosIUyD0/sAgC4puGQMBaw4pONQ4K7K936nAZZGTuo9hhKdiCaR1ggMYHwyaD8KSkw2sHoR05/3N9ZVdQ1YMe2agCS9xGbd+v3lcPYkPmxAJKbV7A77Bjh+BvcU2O89uS8ej1UWQYAKLpJcwXzQj1joHMsGGvMC9ZMgoY3No/QM8YCr20OoDhPew7WGOd7s1r3azBwLVjTQGHeBOBb85NK0YsBAH0rVgtjbCtbFxoyEIgPADkD46CUQNs2j3A8W/MdGmBYUD/np/XPyfijmLgU3aYmLpx31uyF+d+a+dCwgXUHkvcvdVdwv5dMTiPw3/Ybn82aNLzymJQW6j63XzyA5DltXF2Bob/eXmHofF5rLrChhJTtHlTzg/SlBcZv8zplTSlYP/YbcxGg/H2bP3mczTdzDwf52ibJoKKL71NTjGqTxJin49tqzMNTHhqrp+7JKaUF+3Pdy3hU1/mF9wgw3+Zh1tWOJZquFNukMa4Xdj1jzu/+vMa49FuTEsqeyzk77UGN8bVtP7ab7QP2pTXe4DplzV44rp5upeZmaXJ9l+waQPK5Sk0eGg8AeL1ITBjjPsQaYaW0X6m0OphH/7s0jD31/KmIOrMOHbct1GCQuEbFqZEA22rzVFnvNs/vEb7HPjr10PiISp0ooOMmT2ByZNtnXLbAOIIdDmDHLWKUke+AjsO+3cSIpOEbem7R/pIHn1v3ZhjjGLLGKcylNs9yDeEYBYBCg4K8ajdvwYX6ZtDnffq4tME1HTRGoxubd5i7bd5kXcoMrh7G4rvK3i6mlhpaPJVBDC2YdwDgS/HFQe5NV4ax5XUkz0w121z2qc1LfE6b52iKlNIaY7cwfVqJYcTC9rrG0JTo2zx63NrAKKjMSDWZOXSnGKXYHM59pL0v83l8cfOZIJiEGRN1TaA5SLkVctyUFqfC95oNCMw/TOcfKi8GFLZLX3pCSpv6ag+Wzxp4fFgYe660rJXWxKjMnGAem0Wz5joZr3bvwY8xCyuqgU6bmTKex9XKEXHuwvlqOrf8czFbsbmKRjbWvI85wxqxNHs1uN+8e8PY3DdkHqe09y23LH0YW1Ne2rlMrb56IAeTSVCHSso4yHLE7FXjAvMMsxg9dVie6dnHjIlQcOOBz2ifsh/ue0cPi0cMAOD15+PDGHO9NXlhXaxJFfvXzjt+PrIGJ3y/2l1dNMgF7E7dTGR5JwqH7tND3Czk/MrNQlxnK/9FoMvlcrlcLpfL5XK5XC6Xy3URKO35roDL5XK5XC6Xy+VyuVwulyv1ik5M/tcsF4QutPpc5PJfBLpcLpfL5XK5XC6Xy+VyuVwXgfyLQJfL5XK5XC6Xy+VyuVwul+sikJuFnGf92iwEiAPwFwNWo0+a18FvdN+/MwyNnyAw9kdf1cMIKR72uMZoLHHrxxojgNyahYxsL6WFu9PExMLLCbAmKBpQkPOoqmpwklR4KwDg/ll63GOvSGmBwISXj7u1aERwzdThYYjAcwtwpzHCkDxqONBll8C2LYCf97DAfDaphVAT/Gzh6oQrWyh5uqBraB4AAAvukTLjgsphbPjbsQCAA1n1OPKK7XNQFvROCPmtAXf86j36HoeBBSbnayTQ7/xtFfpNQLMFP1P2/nwOCyV/uZOU6cwwJOTZDEPcs0DKvZ1e1yAp3onpIm98Eav6+2LWMauBxggyr1lEDV065hXgM41vADW14RgFgJrFA3MXc+DWOwU4PbGlHse5YMcwgeMWPM7LvFVPSs5XQMeLHfOcJ2Mf0li+WQJXb7zt0zBGww+r6U2krDNHYxUCox1rtECjj5WlFQRec4nAuS1Ue++EpwAA1Us/G8bYztZYov6LAufecbvC4pkLCOEGgNhsQT4i1RvA64smA0ieM2ZUFOD6+H5qJMCce+PnehyvvffOeL1eYJxg+4C50Zr5ME+f2hgTxvJnkuts31lZDwwG05q3tQ3Yljbn0pxhhVnCynRuDACon05NFeKCJc+aBvDZLJye9aP5A6B90wdqGpBmgJgGnErUvuwyQvpySEExWmh+eG7EvSa10OvyORbV0BifMc4s0cyltq8IVzceXqFZ1ZtmTkYdEAODhQ+qSQr70hp7sV3s+CJfnte1903JSMfOSTLscy/TdTTmuKyj79ynx+X7Rv5teHgnNRfgHLNrNeenvS/ras1taPYyqJfGVpYQKP7A59XkotsLUlojD+4/ej+jsZhPgv69+ocwdvP7WQAAn25rrAcGjikZj+tzrC8pZaG2BnofNOaq0ZPDEPOmnTucxzbfcO2zazrXYK7t1gCGG5uiB/aGoc3Fgu13B02IHQt2BJB8fG0fEeRws5BuXSJmCYUa6jwYdUDmAQ1Z7Cl2DjFvW6MY5hE7J9kfdk/G/rWGAsy1LSdqrF0vyV/PjdD8xXFIowJbhx611BBo4SDZg9Jcx9bZjmuOObsPiSkVmLFMNJNx/U1SmslTc+N3Eefy2ey+amYjKW0bsM/tXrBjrcDYxLpXBBNkdgsd6xwbWeZUDmNttsUCAMYt0b3Omm0PAEhuctQqaN/Pzdhkzl04WvNbuxqS8zge7RjlMxYtOz4iuHCiGsrQPMyOeT6a7RfuB2iMAmif2n7enFXMP9Jn1vF/YrSM9SE7dT9Os7utO9UopmguMYqx5lxc063ZBc1gbB7h3sPuL+ZC2id9DW2zE8/IPJq7sU8Yq91KjrumlB7H9cnulyg7Npkbr/pRYycOSxvMbq9twPXM7snyvSt7hGsybQ5j3LePQrswtq+fGI1kH6AxtJfEOaqtGrhxntz1nh5G80ZrSsS62P16tbzBOLFucjzQbAYfmfsmXtMl3s1CzrNoFnL39AvTLOTdJm4WcqHIfxHocrlcLpfL5XK5XC6Xy+VyXQTyLwJdLpfL5XK5XC6Xy+VyuVyui0D+RaDL5XK5XC6Xy+VyuVwul8t1ESjt+a6A6zzI8tX4usKKMNS6uADvKn8cE8bqvi1ltVeVMURdk2Fr+JpcDMv2IpvGcgPvnSclmWEAsCuPlM8m9g1jC+c/DQDYUkTv0a+/lJbvtLqslGSiAMq8qf+2cjYGjJbXlrvywAB5pqKJeg9eJ6mBMlPmBcweMkyAEEUUcmQA5QlZdhaZKeQP2etYZhfZNJa9RGZVTObYMEaGn21T3u/duzX20FgpLceRaDLyr74orO8V+FrKg28oc+T1jwI2oGEHse6Wo0TOk23bD+6Q0vKOyJkh7g8ADuYRhk4ZCyhqci8AYHbmamGofqIjTanXGyoDZlEwXrJ8kSOMraojHJpRx5WJ9UgnKV8x44bMGzuuUVXAXPHllW3EfrMMMI57y5R8sauUZBcBQNNpUjZ8Q0rLsCobsCotc4o545ZPNFZz3afJ6gEA37UXdg+ZP4DykKos1eN4jh1enGMNZp0IY5y7loN4zwLh4mWbqTFyFZkXAeC50cIGtJygO9+X0s6x4xkkB+3PpnmJ/CLLQIo5IAyr1vfqsxUtKM+7eX/lMNZlWqzUeWmMnhxwWTkn7T3GPqyx4R2Cfws0CWx7VYFhddzyYRiruE7uUWZAzTC2uetCAMl5TORfWRZjxwMCDrLjhqwiy9gi34k5C1AuXWnDNwtRRd0UqjSnjpS1J14WxhrNDBiBRWSR2d9IOU8LG8i4fqJ4xojrWpat5QX+OmbHMJmDdt0j84/rFQCsukfYgHadYm60HK8sFaWus824frrDlRE3rl9RGFGWtzqjtKxnjdfqelZ7sDCnNtfRMZcrhZwByCS0jCiu1TbXkxtm52yHEVLa8U927tIqGhvUS9qe/EAAKPyFlJZZR7Zi1K5rwtjcBjInhs7JEsbaBqyuB0oruGzNLcIGLPNi5TB2JFMsAKB5VmWmcpxaDhp5WjbP2HpRXYo3lxemEfpmkDnB/UgITQbCCTDnQeWDrX5QcnhewxiuVFZYhwMnKHCryE7J4fVn6b/drwtYqH2jlWnWrqVwVEdNVI5q+5FSMvfa57HjkPsp8noBnVdlpuu+r0eHYMNiF4xcMhfjJigPMK6CvOa4AHToWgYr37+t1sowRqYk1wYAaF1CeHLjNyhPjny/mMGal/BowIEupevjxgDBaDmJHM/1azUPY6OyCSvS7mFG3RoDAKj5fXwY4zpi93McByeK6by74qiUL3TTw8KcYphr496WA3Zv0OfIXULG0uvHNfZ9MMQtc5b5auxazRX7g7FbIuDv2vWea8x4tA5jdYM1ISUO4n+e1BiZf3bfPuMyuW+aWppf2c6bi+h4ndJCxn2zGoblGTRgv7GRzG58rBvoYcE6kNPwrIt2k367t5TyPbn+2PFFfqVl8E2fL3W1e5TuU2Ue5VuWX4Nr5fMR+aKA8vgGHxgVxk4GdbZTwvJdQwUb/G0FNQcwB1n266gRkqftvr188BGt+sd63xCV+r2C/savlfdbmed9JHj9pHneIfOWAwD2ZaoUxjiuLKu7y10yToYs2h3GMv4g6+aPV+lx72cAXoPL5fq7yX8R6HK5XC6Xy+VyuVwul8vlcl0E8l8Eulwul8vlcrlcLpfL5XL9AxSdqH/pcsHoQqvPRS7/RaDL5XK5XC6Xy+VyuVwul8t1Eci/CHS5XC6Xy+VyuVwul8vlcrkuAvmfBl9gmligAm4KwOOE3C64R98nmL3cdAO0Dai0m4eO+3UoGeycYPYJrTS2oryUNKkAgK+ul/Jt8/NdwneTCisI+fMAtmwB93l3SXnd1xrb/raArne/pJBugnEtbPnZ7vK99MJ7ng5jvLY1zyDg2ppxFA+gyJmOaGxkAMwnLBtQSPZjBmD90Fh5pu6PaozQ4fsNOHv2zNkAgKJ564cxtqmtCxnQNE0AFD5deq3GCCO3bcDrEIINaFsR2g6owYiF0/PZbV8SkGyhw+W6B1DpgMT9eicDLw8g51uKKJCYdbcgabaPBYHTQMEaFBD8P6uBxoZ2lrJPW4XAo3PgFJP1xzCU8ajAvutvi9HjMgUN00idGypHi6lBbJWLy0iE7Q2o0U6tWtqXBOBbyD9h7bFFjEFA0OmNj0WaKRA2DgA3BED/ZbdrjLnk/y7V2FfB+Lfj5ZKfpaQxiX0vpTlE8wU+F6AGBva5c4yRsbxlqMZ4DwsM7y3eJyg6snIYW/hCbERdOJ84RgEFYl/7rcY4ni0cnPPOGgvQdMRCyTm3rTnEngACv3dPjAaDCb3qee0Xzqd2W2Lxa8VV0Ne8dsYf04ex5XeIeUbUgSvD2KGrxLxiQqseYWx0AC8fZoDh//qflEN6Lgxj/HMTa6pAcH1Kf4pijUFqdq4uL5hIADSfKgYPZmqHIHVrXkHtvkWNCW5fJuWUTgfDGPNWu9LNACRjzyP/JoGdl5vfMYzFTxBgvTW74DpqjRboDWGfcdqDUpabZMy0gv4b0E/nJK9H6D6g49V4B2BIQRnXiWbdS8oqz3bfHM3Ns3OKOYR16+EaffcCPffmYwKftwZNbNsTebR+HPc92ur+Ij/EBMf2H7utxwAdX3l2yfiyc4K5ooDZD9A0ZkA/jRV9X9aCkW9on7L+tp9pdMX5DKhxQY66ur8YEczFNttiwxj3EBbKz7naeqJZOwb8CwDQ+C01EXqgiBiYJXTVvUm2bmJSEG3ahSYJ7MukEXr8vOA9O18KzYoBAKx5KF6DwSbPmhtkHyvj4dBVmguYB4ubHF3zgJiEcEwBQLtBMt+7bDCbmRXiKDblIX1GmrfYNZ1eJx0X6b6P42bAfDUpiZnP+seEMe497Txhu+zdeXMYW1L104jjmCPtfm7AEpmfeXZpLDRr4sAAMOqufACAOwfpcScDTzy7J7v+Kyl39FOzieu+kZL7YgDoPDQeQPL8ynxkDSF23CfHpX9wfBhr/FbrX1cP4xpJ7nnuGd2vZ8orr3OXVaM8PCGLTNXrNERDpfgMmmdWDJW+uUq3Tjh6hZQPjZHS7gE6jpY+n31E527J9VLaedW6keToKVPVNIr71+F51Zhkc08ZkwXNHo9r4WMjToWxR4N9ePwLaoJTYqO8vtwYRL0a7MNbp2Dg82xbXbuQWQZ5ohnr3C/Y9qaxS7lsOneu+ULqb81oeg4OXtgNQZA0bG7m4LzB9P3Wj8W4JKmljiWuI7EZdKzvu0fGOuczADz1+dyIe9D0Z+73avrDvNHZ7HU+3BgYwXFgAHivdwyA5CZjQz7SZ6fyTwpMQm7R2PYWYiByPIMaiPC+OdbnDmPdgtydftr9YSyuoRorulyuv4/8F4Eul8vlcrlcLpfL5XK5XC7XRSD/ItDlcrlcLpfL5XK5XC6Xy+W6CORfBLpcLpfL5XK5XC6Xy+VyuVwXgfyLQJfL5XK5XC6Xy+VyuVwul+siUFRSUtLFRdi/wLRixQpUqGAoxIujgduSfz+76nYFOpNja80zCAAnEBlQwOsL3TS2tIqU6U5qLOceKdPPqRnG2nwvQPiXO+lxhN1b85FNxSKf554A8G1B14SDW1B563pyv62dFD5PCHuWDgPD2KERCqSmRnSQcn4tjRHWbqHyrAvNRQBtN2tMQPiuhfXSXKOB4WtvTwwAzYZEPGSdwI5pwgBou1lTg14BuJrPCAC3BqDiqQ9qjP1ba77GCvVvDAAYvlohy6xfmbZtwljlguMizqVhxNxSasxReZvA12OPCEy4cqZIkLAFEtN0wZqAsO2tCQmBzoZbHI4DO14fHyZlfMnfn3oW1hADkZqLTn/ulQfkuINZ/4Hpre1rAIC+OduFIY7ncfufMsdJ49NkAABeCeaONa1hv9k+4jgkGB7QuT+njsZoFmI8H0Lo+12LNHZLMNZpstFikr4Xm60oAGB2v81hzNaPooGIrRMNDCz0m7FP08WEsfgW8QCSG/OU2CBlk+kao7GRTWBXnhTjFBp/ADrfrakPjTzsPOH8sAYKrEP35zVGc49mT2idaSBQppsCuRdOFCC3bW8aSFlDksn9dgAABjbNF8aYNy2Uf3oTKVMyArrHmE3QVOHZQQlhrNB6gd5bEwkadBDQDmj+LdOheRhrd1yg6taYgPWf1EJj2acLsH78TAXWM/1aU5Hnuyd/HgAov0JK9rM1/Ki9LRhrnygpPekKebaozmo6sXumjAdrsEWTo0PF1MSChlQV4vQ49kuPvDpPdz8jRh8pjWHW175v24fXswYFbGeaVABAoWh5thxLi4axvdEC2be5IKqlmBqs2dg6jJUOrnPTer0em8juJWhGQYMJQMewNct59FUp7bo3qq3sb/o+o0YCKeWW3JeJCcLiPGqMwLljzQDYfjTcAXRfY/c6zzaVfttXUvuN497mALbz9gK6dmwtKOuJzQGcR3Z/wTHMHGD3BTT1sGsr59DrD+m8YltVG6wmA0UvE9OAzfM0vycMehZA8n7htWmeA+g6O+XBqDDWbLC0Rd8J2hbcK1hzujvfl9KaTXxdQEo7JzgX7bhmH9l9H9cpO8dpSGLHOvvU7vG6tJLxvPxRXSe417D3GNRLynYvZgxjt22Q9rV7PK5FNm9yH0mjPkDHpDWQerU9IkRjORquAcB37YO9lVlPnvtI9rw9mur8xOc3AgCmzFfDBbbBzEZ6GK9tjUsou8bwdpxX1jgrJdPA2LfFiGXfTDVPYi6vttTsoVrKgjcemjPsfpNiPuaaA6iBSfpEc70M4gY4u4b2FcehNcfjnjGl/rPmO9xX2PXxxs+ltGOTa0HRl6uHMa4x9jju29O/XzmM7WgRC0D3I1ZF16sBS6Gd8rlta2F9Xhrg2Tozh9vPJPR+svtrtgtzKqBtwJwFqHnSm8a8pV9/KTnXAM1H8e+ZPWOwCey7U01PaGxlcylNemzfX/oBcId+VEVcXBzKlzeuO65zqqNHjyJTpky4bxIQnYLZ2vlU4nHgnRbAkSNHcMUVV5zv6lz08l8Eulwul8vlcrlcLpfL5XK5XBeB0p7vCrhcLpfL5XK5XC6Xy+VyuVKv6MTkfwVyQehCq89FLv9FoMvlcrlcLpfL5XK5XC6Xy3URyBmB51kRjMCRxYDiwd/MV1gReULdt6Q8nFlju/JIOeZhjRFoMv/eMFT9feFTWPYfmXr2XwzIhrLMMHL+LGeJTBIymADlZH1RWGPkk1h20LygWpZt0aNGZQDA8LdjwxjrYJkaZOhYFh3ZOJZJQtaHZW8Me1xKy9no/YyU5Vbo9+LjHzoVcS7ZKpaJReaGbatRNfIDAPbdsj2Mke+R4bgex2eybUDOUoCMAQC0y/ScvKih0DVySshCAoCWE6W0DCIOA9t+vAx5S/Y9MkksPyYldhC5Omw7AMh0REo7lm75RMqxD2mszPSA+VT4S0QoYMYAAI6nAGGhCn4VvrxytVzvH8kDPJ1y6qCrPyw3gOTspat+lHKFwbRwnFoODhlXlq/JcW/ZUBwHlkO4Y7Rwqux4IR/LcpbI0msU5I+T0foeWUR2HPK+lT5Q5s6JKwRA03OwHkcuGJk19jqWS0ZuTpfBer0rj8n1Xuyqx5H7QwYaoNyhAf00xrawc5fMHdsWZFwtu11jZLyRPwQA6YI5Q5YPoJwj3ss+x13vaYw5hfcHgNoNhSt6oqVyRdN/IXmp71TNS8znNxrO2fMBc8xy2GYXlznWbsnWMEb+1PZo5Y8mFBbmWKLpX9bf8o64xlimHtcJy13kGjPL8I64xizMq4ytm48JN8zmZrZf64lBXpimAMEdPaVdmLMAXTv6NNLrJtwi1y22SY/jOLBzI6U+5fuWV8Wxmf0HXWvaTJC1xrY3l/SDmc2/1QaTdsgI7T/OWcvqm11W+mPgaOW/sZ+vN+0zoWXyOgG6plrGI/vZstTYb3aOcazbuUjWZ+tXdd7tuEHmXd5dety84FzL2yMPzLKpWD/OA0Dnr+UXz60h98uYqNAq9oN9NrIdbZ3Ju7vuG42xncnuAoCDuDJ5RQEs7iksP44Hy23mWmnHDefuw2M0xty89wVlVRL6FnNc51/8LfJsu7Nq23LttfsW5qisBzRWdMxtAICMJVaGMbaz3eOxzvZc5mvLG6sXbEubvZhDgweyAgDyZ1CmH3mTNkf22Bhwos3mqE2N+gCS5zS2m83Dhb+IOBXfZZP22FpM+77QJom1m6Ax7oOrLNVzmT8mf2+4aQF0sOYs5dgt7BkPANhxOCaM2TxNsS/teCWzcXgHZTayTS0nkXs3O15zDwiY0GbhOdFTxondCx58OziOydR8XthX+GBEfeuPlH6b+/DeMFZ7vtQzZr3Wk21v13bG7P6+0rAYuV6/+DDGXEHmHKDccvvRhXPHcg2Z//Ot0LWm0HHJb3b9ZrOQUQgAm4vJc9wWp8/Bdra5mfnXrl39BkiZjGe96d9Smklx805pt08MH/KhYE6PNDzJ9G2FxVi0rbIYg2mSjG9b7T8x8sKAY6/5Qsaf5cFyvPIaADD5gHBtF7+n+YPjMCV+uO237K3ks0b8oh5hLKab7CXs5w9kDTaXLXWxfvxIawwzedQZgedXZATeP/bCZAS++ZAzAi8U+S8CXS6Xy+VyuVwul8vlcrlcrotA/kWgy+VyuVwul8vlcrlcLpfLdRHIvwh0uVwul8vlcrlcLpfL5XK5LgL5F4Eul8vlcrlcLpfL5XK5XC7XRSA3CznPijALQRyAALBKEOtEQ1Y+ermU1imjvXG+oN4Quu5T294MQ4TwfnqjQo/DoKUZk+prKLwEmtMIAADigmpbeD+NKix8mxB2wsQBYH1JKS3gm5BeC7om3NaacRCibMHKDWYlv4Z938J1+bgWtv/kfyJjZVdLac0ACKt+cBoiZO/L9rAgYsKg7fOuLCH9MLtFQhgjINl2B402DJM8ZD9bAD/byB5HgLQFwhN8zpJtYl/PuKx2GNvcc26y4wE1AbHwYcKOaVIBAE+8JOWzmdtpMKXx6kqd1t8kpQFY775FYNrHjOdKoReDfjUuDVdC4OEHDxQKY8NHCJS+41u79eRgMpxI1PxB2L41HyEcu9A2s7QEeWvVHTLWacABKOC++/MaI8jamnbQQMfGAo57srnGc5/ucGUYy5hOntGa1hAoHl9c/z1sVHvJc4TfA0D2F5sDAA51mhzGCnwtpQXNz543RV4Y+vaVdccBSG52QcC3hbszzzCPAUDs6NelflseCGNkh/94lR7H3MMcAwAzG0k5PK/O4ylvzf119cKxQdMVAKgaPFPUHgX/N18kMHSb/99oKKXNH/uzSbn10cUaDBLHKpQLQzQBscZGzJs0awCAZpOkb2rPPxXG2Dd2jcn4SWDwYRwMnir+QLL6TXtQjy/UcCDw/+yde7zOVfr+L034hkkKFZWakUmG9jhVouRQUjJKTqUIGSWR0QE55lCNkpQhZyKNGJFUlHPl0Ow0UjLjUDShokEjTX5/3J/rc19PezfN/GYmmn1fr9e81jP3/jzPZ33Wute91n7a3heA+WvvS2MNy4yyezXwWnXuO9bS3Apw/r6amnC8aY4BANWeMXMWdU8a9oitSa3H/HHjjg3T2PYOZqBQevh1fmHiKFHujWJpiGYOapJS40kbi/k93KSB66PgvPp+YbKhrZ4yIg1VTfZKGsboM6mxSrW7rF99Nvj5gvttyUJb0tjBj84EkLk/smaoacaq88zM4awdbubAz9Nzw6uJucAe2Zd5FCosPlM0HdFxocmMrm2uhZ//0WM0zVAjG/Z145pWaazgtWY4c/A4r3PzG5ghAcdb93vuny0f97r02U+tLtG4CwAaTshp3MD3qskG146u58pvWqvnJZp86XvZv+uf8lj2a5b33Q+MSmOstWoKw/qq5jEcb+0LTUfKvev1tdXTto619g1ra+Ox8qpP09iFyfkr3+e+1yy50vYOrjUAGFXU5mPmLDdF4t7CMyYATEiMcfS9NC5hfdcH2F7TDXloGqMmJXze18UcYnCyFz3czWOcNzU94flW6+bVz1mrZ1XuLVojc/s8XVsU18y0C5Ma9KAv6AqdbZ75/ABQ5IDlcJ9+bqjBWq9nYO4X5SZclMbGjTfDGf2VhOMzqrXPX5fxNn8jOns+VNhg+bC+rBve3PS01YBJ52X5Byabf8MTfJ7nX5Wsu49O8euSJM+eMSQNZb1i+cW1BvjY6zrh3qvmIy2H21oc+oivRZqKzLrGr/v62aRON/cNvMLbNpZ65mA9UN+NGr2t7o97dn4a43lqQD85Q71uE5Z9yyp/tjePyXwDgNXNLHcfkTyctixZ01oQ6TAlDnP7jrf5UCMZ/o5R7A0/H/IXlIP9fJwL3lMPGOj7fpiFHFmFWUjon1X8RWAoFAqFQqFQKBQKhUKhUCiUB3Tske5AKBQKhUKhUCgUCoVCoVDo39exX2X8o4SjQoe/OtI9CKniLwJDoVAoFAqFQqFQKBQKhUKhPKBgBB5h/UNG4PegIp8bx+IvgtkgW0KZQGRqKGKCzKUXL/cYmRtdh3uM3Cj9rxLkDilXhEwgvUfjwcY7umiP847IpVNWGD+HbBLAWXl6HTlU5JgBjk9R5hNRU6ManZbGBo42vpMyDMmzulh4QtQO4W6VSpg4S2WqyYNRVhJVVVgxl71orT4beUjalzG3WKu8NnLDlEHEcZnzZcI1IbQJwGlvlgSQyaDh3Cv/irycF67wGOdNuSvs8znveuzzBAlBThjg46j95P2UJ1RwW8ItI6AMQO1KxrhafL3w7D6SgfkfU7l3bc0qO4jsGcG9pMwbjZEtqdwtstaUNURmnK7ZSy4cai8UGtRrEABgS80P09Clr1qra6zh4CwAwPrrswFkMmjIS1O+1FXzrF1c3jl1+35qnB5l4RFzo/zKQgeQQ50GJVwueXOfpYsBAAPqOu+o0zrjHWmuk3WlIhtK10nJd+0e+85wFlGRC4yZU7t3vTRGxpAyrLgWlBtFZukZ2zzGfinbi5+jbE6OpTI8mSMn7PEYkZIdR3uMc67cwMdut1ZziflS7BP/74mrzzfGULXZXjdbLbXcUC4Sx5SsRcBZZspd5LORDwk4m3bI63PS2ML9xkJUrluB5DluTcqb5gXrl+YhOWgaY33VvYH5qjnHupUbh035ahwzQXniimRcpgjDMDfGHfdU1nnA8/DhOz1G3phyDZkPufH2lAfI65rM9hjZr7qvkGGrYzpzqdXhcp27pLGNe6oDAE4r5Vwr5pquq379rJ1WtnoaO7GsvefTXs6syygqie59wHJO84vjd/oHHuN9lUHJ59D8vzzZb8lf1M++8nmPMSeU01ttubHOym01zpmuv2H5fVyoTvltzDSXkpKa9gPwM5auXT2fUeQx61mhYTfjQh686uU0VnCMcfFOq+vcU64/cooB4MsC1mpdmrmnvb0QMOvMHsYl0+dlbvbt7zHuNV1u8Hkud4LN8xO3+nWsq/re4V2t1dycv8cYgfVLODsut9rHM5byk3kuVB4zz4dam3k+HNzTY6zhen7lcOgaY70sOdzZku0PWF/HtnYu3pxmli+N63qOtC9kuaF5eObdxvfbfr+vCXJjdf9mjcqNu81zp7LwynVLuKhamJJkmnPCJWmIXEhlnL68q1XGcwHA2Fvs18rDcOZgmwnWTlo3zN+cHGJWN/HzA3NX537YAzvthYIak0U5dLTzHLkmlVs+dpGxdrcvddYuGdcfwvepEwtZH1iL5BYZ+wp5k8olZt3v9OzONDa9rp2lW2I6vqlRJ3hfOo1OfgW/wAvJ+r3G09WzDmut1ptbE9y25ib5jTzLAMCo8rUBAKt7LE5j/B0jH/wrgPXlbb4qbPBY02csxn0F8H2JZz0AOHjcMgD+C04wAo+syAhsOQoocNyR7k2mvvwCmN4pGIFHi+IvAkOhUCgUCoVCoVAoFAqFQqE8oPgiMBQKhUKhUCgUCoVCoVAoFMoDii8CQ6FQKBQKhUKhUCgUCoVCoTyg+CIwFAqFQqFQKBQKhUKhUCgUygMKs5AjrBxmIZPOBCoXttdtJlp714Ppj+/d9DsAwJDbi/h7Etpx08IOfp65KIEJC1w7a51BtbOfHejvTSj1F80umYZoQpCb6QNhwYADnRXATMOPG6Z6jPBrBWITGk2gNOCGGzUFzEugsb6X4Pgu3c7yYGJgcLhydhq6v5e1Cn+f3cRagvMBh6Cf95bH+B59DkLqFcz+x4rWPieAaIJ0aXgAAMsTZq5CmzmWCvqt8UQWAOCzS/05CD5WYD0B9DRiAdxwQGNzKtkY9ZniQGWCjd89x1qawwA+zgpyz3rzmMwfAqnrRP0NOSHPOt7PX2nt/sIe213c2hrzTvQgad5CAs8uZTmpwGTeQ7tyx6PJ9R1Wp7ETX6wGAPi0+A+wvHX8rb8e/Str73rAY8kiOw0+9pwvhcnfl7+PvRCK+PRN9wEAWg53Ew6SsNvfVS4N0VRE2dycIoV4E1ytphnXPmtt6Q/8vzN1f8RqDw0w6oohBNe71pGPS9h7b5rydRqb1MLg6u2nHExjLI00RgGAN863dtY1HuPzaL1hDVL4PNfiPd18fCb3MJMSzWGC5hUWT3MNNS2giYQa47AGaX3lGhxwyGvzTWVtrtREpV1Vg7qPWueweJo2vVLHryOwvumOlWmswpMGIOf4aP/VsIj9UpMlGhOoYQTTSs0FCKLXOsf1rnWT9UuB9VzTanRAs4flwhxnXxVYz9zROSrwpbU0PFC4O4HvQ3YLuD7pTJEDnnP7Tv8MAFD9xWJprG0Cvd92hr91SFUzZFCS++Rb9wHINPygMYH2hf1UQ5QunW0tlsPGNMbcVAMfjoHuZ9wnSr4ta5zOE3IeqH3IYPJyvEg/R+dZawo1aavVlpM7DkhjnEs9I3Dv1xxWkD/FHFKTBj5nCfEv+EliLrO5phtDjbq6NIDMfWJUazsfjei5L41x7U+72s9OXcbbz9VogXMjHlr4+JCZChQs4TWX+lxY5wXfyAIA3PRWNoBMMxWeq3StDUrOKDreNGdRYxKamWiNZB1hPgJeh++5y/fWCh+ZedH68l6P519lOa5rlwZpL13mMZoEPdnBY5wXNcZhrdUzSm6GAnwOXeMcexqgAUC7R22OPjvd569Y3ZkAgH0Lmqax4z+3Vg0UWAfVtIO15ekWHns+MUfRsxvPLlqbWQf1XEW/rBpP+Rl05/l2xuI4Ar4Xal2iGYWuO+acmqVxnej64zoa0Fv+hiNJ/KFPZ6chzsczzZCjT7wvcw8AJs2YDwDI3tEwjXEs9HzIfYA1HfA1riY8xS5OjJzmumPRxrJmOqHmSTxL0OQGAL7eYAaBqRMGgD51zbBkQFk3XdnS08xJzjzgBh142w7k6+t8nIYqPJQ8kxihFDzPDGoO3u/7bfVGtt/qGvv0hGScj/17GpvTyJ5Dx4VrsfKbOWNal26cmpxHy7+Txg5usuct+KecBlvqjcSxGtHZ535oT1vHWj+4J2idYUzX7IfrbFwONpmfxtQoheL+qWdBGpPp70wfbAU+cg+/MAs5wgqzkNA/q/iLwFAoFAqFQqFQKBQKhUKhUCgP6Ngj3YFQKBQKhUKhUCgUCoVCodC/r/yHgPxH2Tc9hw999zWh70/xF4GhUCgUCoVCoVAoFAqFQqFQHlB8ERgKhUKhUCgUCoVCoVAoFArlAYVZyBFWDrOQDjcAZ54OAKhfdQgA4OUFAjQndV5J7nS0UGr0prNz3Gt9eYPcKry20Vxr1eCBAGmCnQHg+qesJfBar1NoO0H5Cqq95KWCOfrSafzBjPtr9xUYTnCvgpoV7E0RPr2orsf4WoG2HCqC/QGgHhYCAEadXS+NEVytsG8FvFOE9CqslxBhgpoBhyxr/6qusVbhxJxeBcKPbWAQ4XF9HVTO8VBgMWHtCqYmrFqfgyBp3oOmCXp/7RPHb01VjxHOrcYIBCXr/BFwrOYB7KdCsAkUX19GTHCO/yv+KTV6zlqdoK6P/nPv/SFqnjmwZPd0yHPWbIOW3/u0m8JwTdz4kJsGdJplEG2Fulfr2B7fDO48xSDUD9zt192d+JWU7N0ljU1eMwIA8NZ5fh3XpxpBPHiXtTST0PpAkPt95R0EzqT7rOb6NFRszHUAgMYFfpfGCC1XMwKaLijgnvlM0xDtE6HegMPktcZwWGYICJv1cswtHuMzZV3TJ401Ps/MFK5+zq+jYYSODz9PazPTWY1Yyg2yMTj5Yh8DGjTpGid8ffM5bqwyp4HV4aul5tKoZblsQbuSMVXA/J0PW3vme17Lu4y2z1awPsdP1/aLl1urBj8ce63r3Av08/ge3Z+4L2mNZB1kfgE+5913TAcAbHmtZfqz89+wVg0/0vl7qkIaq73L8m/xa/emsYsuHpLxXABQc3nmPQHgA9vGU2MBwM0XdL+Y2MbaItvc4OFwcTN4UCMDjpmuXc655j8NP3RfZg6d867HmH/tCo9IY6fdZWt7eFe/jv2/4PWcMc0RzpvW+tz6x7yu0LlTGvusp5nfcBwBYH1xq1sN1zr4nzVIuP+p2Y/uRdy/Nb/GXmPjO6ftp2mMa+F+MU64r25tAMDARYs9drPV11EPen3ttCYxp1orG+Myg+Nvb2ZGLKUn1k9/tL3NywAyawsNQbiGAaBTHVvj9U/wNc5axtqh71EDJI4FAf+Aj8vMB9xM6+R5Zqb1cUU3WhjRwsy59Lx06kfWqvEGDQfUBIdiLgNAsY5D7YUc8qrnt3GZd5VfxxxSAwrmkJqKjLom2cd086hjB4eBvfKloftKWV6dfI0bKiUeErkaj1V822PMVzUneuGKnLdlfukZme9VkzjWiGKf+N9cLLnU9tbn3EcjPUtrrR+R355j/lx/Dp7ddB+juYya8AxrbmfGoSPtzKhHo2qDLSfbb305jbFunv2+X8e9/+V13T3Y4zfWDhKHu6Qg8WwBeI6rIQr7rqYiPDN+ui0rjfV5LhtA5lg0rWL1d+GiIWmMtZTPD3hu6h7CvqjJ2cZzkl97+7kDBvdqPTfwPMzzOwB0KW77+5JFbpTEM0enKu1z3HjYJp8/7g+jGpyV47qVbdwYSvc76p6lifGXuPks/KWZ6eg5jb+jac1lve7wpMdyM8Hh87LOAp47pZ+q7cFkgZ514bQ01KoTMOglvyTMQo6saBZy44ij0yxkcpcwCzlaFH8RGAqFQqFQKBQKhUKhUCgUCuUBxReBoVAoFAqFQqFQKBQKhUKhUB5QfBEYCoVCoVAoFAqFQqFQKBQK5QEFI/AIKwcjEMsAGFehyOfGPdm35zT/cQIXOubCFWno6z3Gvmn6irNvyHQ5mF++6yV4IuGqAADKJlAQZQrm/xIAsLOo86Beu9Da2x73yz5cakyvheOdE0GuBxlVKmXKkOGhXCty4v5yisfItFCWE7kryllS/hRFrgd5UADwyUnWkqMEOGNH+Ydkbpz7jsdufcJa5WfwPRwfIJMJRbUcbnybe8c7R4V8mSmt/Tr2S5kuD99p7R9/7jHysZRdQs6M8kXIEeLPAGfJkA2iTCfifJS70q+ftcqlIadKGVF8buU+ks9yTzfn1A170Mage2fhpCQAnvkjnXvHOW36kFzHBFxwBf4Zjejs7KAuRQfai0G9v+XqH5Z2FvdnYw7pmlBGGMU5IisTcKaRcqq6NDKOUOMDzhEiO0rzlZwxsmUA4OVSxlgb+LTz/cihZH4rh6pWwqkr+EZWGmu4IxtAJiNq2Gsz7YUk58D7jVOn64D8yq7DPfZKHWuZy4Dz7DTX+TlaH0rsslafm+te12mBZE3me9zZZ1wMJ+fPyfdUnhaZZw3neb2e3MZYUsrw5NpWXiFr7p1Svx5OmHndm1dPY9m3rAIA9HjIr3t5x00AgC57J6WxEdfYfjPiQe9zlz2T7cVUH4TVVSz/dI6YXxxb/Tm5WoDn5h2C8syNdcXxbTzca8BnlY3TpjnHfSRd4wBG7b4PgHNSlXHa8K7aAIDsrovTGGuq5s3LdW0+2o//Oo2xvimTjuxXcrAAYOzF5QAAFQ45+4lsWs3XzbOMwXViW2cBf3rI6mWRwr5fkDOp483n1n2UNVeZZtx7tT6QIaX1mrw05dvys8uduiSNdb/6kox7AcCIRjZHRUo4R+/PP7FW53TsLuN97RvkvK/c2LjMF92f+FprG9cTmbsA0GZizmebWcnmo/EGnw+OafMZfh33SuU98n6//o3HXr3UWt37WdeYD7mxUxXvzJxUnhfnSrl8TS/ukuOBLtqxOeN6wGuB5iH5b8rtZP3ScxrzSseb0r70vt9a5ZJxfHLbG5QJxzzQz/sgOdv1HOQx1jnlYZLVp7WZLD+y4QBgxFvjAADzP2qXxho+ntQPGZgRW4dl3EulY8Xx075wLot09DU7NL+tY113k6YYf7rVzc6fZr70dzxdOi4fjne+7KiPjEGndZPnYd2zWHPbrc1OY9PLZwHwWq+sPtZUPaeyz5pL7Oc9GOrB5IL5s8amIbJLNa/5ObpOmVc6f2RQdqolfOBkkx7RoFwaYl2Y0NYv457J/R7w59S85v6texLX6ZCy16Wx0y40Jqfu6ZMutD5kHfCawXPpxvy+J42739ai5iHX09gWzr1uusCYfjMbCAubsEjd1Alp1eRsO9HaCW3SUJ+ttm8PWDfT+1K0KQCg3VTnA3MxVqjrPNj1PZKzdm5n6d0npS+7T7DfK7Uecj5uf8xjxywDMn6TDUbgEVUwAkP/rOIvAkOhUCgUCoVCoVAoFAqFQqE8oGOPdAdCoVAoFAqFQqFQKBQKhUL/vgp8CRT40ZHuxTf05ZHuQEgVfxEYCoVCoVAoFAqFQqFQKBQK5QHFF4GhUCgUCoVCoVAoFAqFQqFQHlCYhRxh/SOzEFyQUHBfFxp18YR8q6TfQwVyfnCVhJyttF4SytU54s3KAICFlzkMnaBfAq8B4NlrrVUgMM0jzn7fYxe8bq2ad9AERLtMADlNQ4DcjUYILVfAMOHghFEDwOUvWvvuOR4jxFhByYSl67CwrzoshOGyT4ADrhWoTMiyMn1pAqJgdgKnp97gMcK2FTpPCLRC0+mPoWYO7AONTgAHk+vnEZSsAHACvTmXOgecc41d8qr994Lsyp4j1z+Vs0/f/Az9HAU/j3vAwMvtPnJjkJMnNAQAfLy2YRpresB+rjBo3o/3B4CZ92fbC3Uz2SaD/7+qVy5NX26/fjGATNMASoH+zZ6xdnBPj/Xtb61Czj/cehEAYNgsNyVijv++iV93fy9rdZ1w3WlfCB6nQYZC5RlT6D6B3QVkHRAmr0YLqQmN0t0T+Dbh3wDw4drGAIDqp85JY1wnapyyLCnFNOgBvD5ovWGMtQjINCagOKZq8DCoV87P4zOd9InH9vUYBQDY/pybj5T+yLbrY75yoxgaDaj5yDvnWtuwY2MPckJksg6famYUO071y1h/tc6xf7oWS99pcPz5ixyYT3MlXYpZT5l5zMYmbh5Dg5iP23oNGFjF1r6OIyH686/yY0qFt+3Z1dCiwl1merJwipue1HvSYO4LOxjIXWsqpfPMuvVXYVcz57Sm5ma8UeNVM9ZacpkD2rletJbyfk/c6jH2q8aTFdLY5AfW57jHfWXtGdOiDqDTVhs/3c9ovKGGApxy3Qe4TtW0gLVA54D7okL0Ob9q2DI7qQsFPzoxjQ190EDzahhBgww1ZaHpA7n5ANCludWggQu8BtE4R/c97qN6j/2FrVUTDp4hdC1yXsudsdCDv/+ltTpYyQCPu9Xnl5+jecX54lLT9cLzDw0SADdn2XjI537oFJt7PVPwXr+RmnFdUst13bN+6DmNtV4/j/P28oVuWrDl52ZkcNlLft17yXnqFOkzDZf0nLb+HTNdKHee11zmy6iibgSxs6sZy6lhEedIzXw49LpP5Xb+eiQxRVqx188N06fYmtC1w7nXMeAy+niW19ft94/K0Reevz4s4eZ5ncZbHug64fyqgdqjd+S8L/NV54h50q6/GwNO72FmTS07X4Rvasv1viZ47svt3MxzkuYhc17H8ad/sraXGLZwP55Zy43euk+1/ULPsbyXmkm022rraWhVN0m554AZVbSv1CWNjW1tY0rTL8DP6zzTA55Let7k3rCuksdo6KL7MteO1q+ay619/kqPMe91XlgPda9m3dSxojpN2Ze+3ljK1tYy+fWOuaFnsg97mhHXiBNuTGMcX3qGAMCFye9WuleXfjOZG032pGDXLj8qDfGZaLAC+LNl76mdxsqVWmx9H+mmIhzAgjf75x382RZ7Iefsexrmw1DfzsMs5AiLZiHtf3N0moWM/XWYhRwtir8IDIVCoVAoFAqFQqFQKBQKhfKA4ovAUCgUCoVCoVAoFAqFQqFQKA8ovggMhUKhUCgUCoVCoVAoFAqF8oDii8BQKBQKhUKhUCgUCoVCoVAoD+jYI92B0D9QQvXNeqJGGiITXyHFhC0rlPxQAkJ+WKD8IzomsOPj/ubBhPqd/9CnaejMVw2yXn/T5jRG4G6LGf7WNhOsVZMBmgA0l+sI5D3zKYceb29msOOnW/h1BPB/vbR2Gmva3Ki/M2c4hJp9UX8AAs8JdgYckKxgcb6XwH7Awd4KhCd8XfvXqWOWvSBpGMCo8wwITJMUwI1BCHEGHM6tsG+CzxXyzLGs9qID16tvsrm5ap5f92GT1dana6vhm1IIOyHxhfd7jFD8Yfv7AABalR2Q/uzx23L26eBxZhIy6xqPvXSZtQQOA8DYupY3Wy71vOFQdZq7MY0RUr1lqwO+91xu7bpKThtmPqv5SMFDiWmAGAXkql73AwAOD7ovDeXD/5YvUsMDi9PXzFNdE4TSa64Tvq7AfJrbKEx7RylbnwoU5zp5VvKAEGqCu/Wz9b2cy6b9DYq/vpkbR3DdXyHrr8MYa9UkiOtT19qSZgYvVwD/I92sVlQVE4TyG8wkRPOa71GjBQLK3zjfYwTX6/OMvznzufRz1OCk3NTqAIA5g1alsUklLO/3POm5Tsg5zTYAYFUyqU/f7DB79DoJAPBkBw9xPNS4odsj1tbv5uYoXEe5GfwozJ7jrIYfjYfn3BOqFzWTkIZnXJfG5ky1sVczn1E9bK41R+ZdxVdeA3bkYmhBqPrCOm6OsvVhayu/6ddNb2MmIQqJ33m+9ZUmA7onsZaqKcC+TVn2+WdkpzEC4dVISseZOnycwe7zTXVjhJsOmTHCfb3dZODeh+06rWk0yFh4h68JQuU1v1aOtGdUU53u/W3/qbDVIfU0zGo7wa/jc5wr657r+fw3PMa8aTzB9x9sOwMAMGCtF/uVu8yERk1PuCZ4PQDcc3Px5Dm8/tNcQ+eZ7x1waGAa23K91W6dU+5jOm80y9DP4/jq/sQ1Jl4r6ed9ttZNDXokpiMXvuZ95phzbwd83Fg/AWDEa9MBAMfMawkgc50+dru1NJAA3IwjXyNfHOua29g+f5Vf905yLlhUx2N87iJlsz34gB0q8pfwPZ35qgZNNHap84rnDf0Get/v19Ek5OMNtdPYr0YvBgBUXePXseYWlxp+7bPWlqg7LY3RdEhrOPNfzSZovFHhFTeqmN7Van3T4W6o0WWWGWp0fs1rKWvP3+W3G+bc4g1eS0+90MwP8jdyE4StyX6mZndcT0XEyIn5pWY0HN/1Rb1/Xxaw/qnBFU1txj7i6/3JDbYvlt30YRrjvN271I1BuE4013cXz/xcwOsmWzWJSM+Y69ygA7srAgAayTmte0czeKu9wWNcO2oEdsnr9jlnTfQ61zRZTxc+5tedNdFMQsbirDQ2p5nVaK2vuRnesP+nf+AxevqMauTjveJ2G4yNzbLT2IS21ja+uLu/GXbY6fCkX8d81vp+8LXaAIAud/nmX32HzZGahfCc3biBm+8UTmpjuxJD/cJ19kvJaVV8Xz5xuJmEVJX1zrOG1v9dyTyrGQ0XysKefr4ovntVjveyDo4qW9+Dpyad3u8HFhqcrF/khi6jk3U54jg5P7e1Ytrw2nZpqODDCIVCP0DFXwSGQqFQKBQKhUKhUCgUCoVCeUDxF4GhUCgUCoVCoVAoFAqFQv8DOvYr/4voo0Vff3WkexBSxV8EhkKhUCgUCoVCoVAoFAqFQnlA8ReBR5uu/j1w6h/tdQLJyP6psBlqGZRksQJVCItRJYC8Vs85A2bm9cbyaPr5j/26BH5zSQOH7vSZMgRAJhOLrJH35bZjbrFWGYHkVyinbuMh45803eCsk9LLjROyr6Izp/hIracsTmNkgxR5s1wa67LAmCXKcSHXSlks/Dxln5Ftoowa8miUFfbTP+W87qyi2QCAeWWcA1JhuHFRhvV03grHQ3lt5BSevs1jb1a2luwiwP/Lzb2jndlIppeykl670NiA5woXhmw2ZYhc8YK1+wt7jGy0qmuMI8TnB5wDqEyZdZWsVS5Mj4es1bFtNNfm8srnPUYWmPLBmsy29tOPKniQgB0BmzQuMwIA8PsmftnDXxgrjPkIAF8fm6yPGxwqU6618aXy5e+Txuastfc2LuVMIIz+FXLolUutrfNqjh+duNtZZf36Wav5zzEaVshZRJ1g91MOzqqp9my460EPJgCgcVud79SurjHH1g9yzlKFjsZvUUYTc03ZfzUm2po5rZAzfh6+01odv/nlbS1etMPXIhlS5A8BzgdSzh7XjDJLyfXTvjCHTi6+Psf9uU41R/m5f/qpx1hTmD+A87l0bfCzlaX2ZQFrda09cLe1nYY722h9ZVvHj3Tz685I1mxW/8YeTIrjsPHOeeJ9lc22vcmqHM9GsNSc/H7f/n0P5rhuaMdiAIAFwpNr+sqnensAXlveOddjXG+6Zp+63lo+NwDk+8r+W2D1NV+nMea1cuI2XmC5odwhandx57dyzB8SFmqn8pavqx8YkcaqzU64TgJsm97GxqDl3VlpbMT4bACZbDbmsHIc2S9lE/I9zC9lrDL2jLBGC3xp91L+1mUvWbsxv3Otmq61sdDad1nClvysma/TYo/b2s0+32NZT1nN23Kl5w33LL0vywLrLOA1WVm2ffvb/j5baiQZV8qwYr5c+orHuCZfEe5cyvmTBXrTW9kAgLkTPP8vS9aTzjP3Y84Z4PNy7Sy/Lt+7VpcG9vW6xDFYucaZrhx7vQf3R60tvIfmOtltJTt7/e/xkNVVrZucQ2U2Ppmca8a39RhrfFZr54ytvNQYmVrLzitrbMBnkznSusRjmvI4L15m7eodPrY9k/fcMdyvY77Ob+D/7f6zk2zNbjyQlcZmJONzYI+/974WlnOT7/ecIxvx47bO1rukrh12Dvfz/YdczYKHfC/M98X/AfBaqdcxpwDnOF4jc0+G89iizhUd91zCF5QzB9V4gv8pS8vh5AV6jPOs5827H0j6Odw5Z01LWe0Z9prv/a8l41zgS39vjfPs53N2+P7NWnraLn9esjFfuMLfy/parIVDec97yz5H63X3UpZDXTr6+Sdf52ReBYq7uq/NTbVuzh0tUthqSY2nvB6Rydxmot+jXdl7AQDlythZXrCdKbv6RNn3Pj1g9Vjre4VDtj41v+950M5aMzf5OejQNfY5LeX3lAaP28811zcXtf3kmBP8nDGjubVaq7iHKCOQul2Yg/V+n5zD18gvJUlhIBcWcH4iwgxIAAEAAElEQVTfwVnD0ljB5pPtHoduTGPcF3XNFiy1GEAmf5Gc5dJ3ei3Y1Nw+m78TAUDpj5LxKNrTgwl4l30CvJ7XaC0s4ORA1X6BMyPHXpz8DiSM8iVPlwSQeeZnTdMaSe5n1QYvp7E1SU6Oek02mSSxNQ9Y13cW9zmvmKyJRv38up/6r3ehUOgHpPiLwFAoFAqFQqFQKBQKhUKhUCgPKL4IDIVCoVAoFAqFQqFQKBQKhfKA4ovAUCgUCoVCoVAoFAqFQqFQKA8ovggMhUKhUCgUCoVCoVAoFAqF8oDyHT58+PB3Xxb6b2n58uWoVauWRJYBqAkAKJgYIxzcc7L/OKFaVzjPAeQ0k5h6Q87PX3H9Fv8/1z5rbUoEB7D3BGsrveUxErm7PZKGJi+w+ynMngYFHZ702L63Lko+VxwoEmp0pxIOoSZwVw0/COxuPdVje5KPUXg/DTwSP5SMn6v3Ao0vFARO6LYC0glX189T2DA1oOPJOX44eelYAA6tBhx2zM8FgMdvs1aHhWYOn53v0PRin9h3811GOryf75ko8PK3Eii3GpJsLWPts9d6jGYKavBACDO51Aqp798382eAj1+tZR67+jlr6fGhn0vIO+C5uUxSfNojq+2FUplJ035FJuu/JTHL2f4zg+0rbJn+BerHM+08A3sXKePA9X1raiPHm899x9qRt//HuvttWl/e4c2cr/zOUU8h1OXG1Pb33LY4x3VcTzpHnOvhXT1GyLhCvJk7apjy4F3WqpkCYfJXJ6Yi54sJDw0bznyiYRqrXchA6bqeG+5fkvkGAHNu+RhA5roinF5jP/mztZ8f7zGWQV27FRoY9HvLsw4Cb/aMtQqzf7KDtaXfc+MgFsfJPT5OQzS2ePQOv4x5pUYQH51qbcEv/L/NbT/dakDp57PSWPdF2QCAOx/293Je9HkJz9clxpqrtY1zpPlwX3mD0xe52veY56+0Vs2TaFKi9YbmMmoe07J3AsWXotKpkI0z6xMA3DIm53vZr3t2jUtjWbe3A+BwfsCfV40J2JenW1ir+ch8felyj3VI7p+bAUbpi6d7MKGwn3az72c0JplT1g0APqtptYL7EADc8ai1NIoCgLOT0vew7HGs5YOFM89509rMZ9J9mdcREA+kjHo0nOoGMCT0Hx7tkPor5+W8L/eYNe4nlu5tOgc069D+0ZiDBlWAG7rofsu5UsMPmhQMuLh2GqtQYjGATJMXGgupqUGxp6yWZPd0MwyWaTVt2tzGakr23kvSGJ+38pt+3aeDLF+3P+11gbmZm6HLsB52rN5+qtfo0rOrAwCGzlqVxmgawJoJOKhfDQU49lxzgK+TUXvuTWOHe5k5xFYxh+B46xpnbtR7xvNh6INmRHTPXZIjyWTOnOW1gOYZrIGA1wCeCwA/G+icUqM2uXEDHrEiOaeRjxWfc7D7bqTmKTzGAj7ealLCtVjxbY9xL5xzavU0Nv2RVRk/A7w2695PwwvNL9aIYt3cjIZF5azBLdMQzdLUzIQxNS/insp1CgC3j0QOvZPULZ1LGr+wzgG+F/D8pWdRvv5w60VprM8ic3rQWr7cfg1JaxHg+33Du2qnsYGLFud4L+u6GvPwiKefx1xXUxHeo0sDPw/MGW3rWM+7lxS22Kgyfh1NUXTfG1vI9rMuuz2HuX+q2QuNSxaX99+3Dp5he7numXyt5oIc5779PcYcKdLc9y4OzIipXgO6DLYzxPxmbuzIcdF7FKuyEABQu3e9NMYaIZ5buK+z9f+sA34O4RrUs86oHQPthTjCjfvS9gIdPxql/Po3HptZvDYAILvr4jT26Xqgzt/9mmXLlqFmzZoIHRl9/vnnKFq0KH41FCj4f0e6N5k6+Dfgt/cAe/fuxfHHH//dbwj9VxV/ERgKhUKhUCgUCoVCoVAoFArlAR17pDsQCoVCoVAoFAqFQqFQKBT695X/EJD/R0e6F5n6+tB3XxP6/hR/ERgKhUKhUCgUCoVCoVAoFArlAcUXgaFQKBQKhUKhUCgUCoVCoVAeUJiFHGH9I7OQf1lnCFl2W5lvvy43NXghfTkfDXP8mDBagqcBYGPxBCot9O2me18GkAkJJqBWjUEIDlYoc73nCwIAuow+mMYIHSYQGXCYcI27G6ex7bfOAQCUEij5b3MxASHwWcHn/fpZq5B6wpuvfN5jNNJQgC/H5WIx0vjRV9YqEJ5wZ4UOEzBc5M1yaazpOjMO+Z3A0Psm/VPjBM6D9oVS8PIb51ur/jB8D8elyWz/GcdnRdWCaWx+E5sPnQPChBVaTSOI8WJqQpi3grYJtZ75wOo01vTuagCAs9/364aUvc5eiAtC4xJmzqJw5LGtk74KrfpgWwNDK7i+8dz/sVI33B0oJq8ZAcAh0wBQ71EzLjhc0Q1OXksg7Jr/XYbbfw/aeI4b1HB8FYRP0wPNQ5oz6HwQJq9GI8zXmc+a6cLhGQ5UZ76oqQ+h6QrH//R1q0tdNrkBAE0NFIbOXNN68865yf1rifFS0uktP/HnZl6rgY6OKVWtkgHA21/YLo2xfjR+yg1EGi41ALgarBDcrX3mOtIxIBSfdQdwswkdb8K8Vc9dba3mP+fjtsc9NrGNtYn/BQCvUQr5zw02Xmy55de+8z2/2P/GY3ycb1pg0PJJ52WlsfZrsgFkjgvNHNQIgiZQWr/ePcfaIp94jSq31WrUe+f4dbsSBnqJpAa9I4Y23LJoLAC42ZbmN3NIzXA4trrHcfwUhM/n+c2vPcafa34xNrZM/TQ2fbztozrenAN9L00SNB8eS3yK5lzgczC/rc2BjiP33pvHI4fUQIH7o2ratTb2x+T3vfruB6ztLCYHNLJRsyqaTPzsPY/RBED3sxW1knrd3BO8T3mrGwqz5/rQvZX9L7rXY4WT8cu3280wOs0wg4wnbvPraEoxorP/d/L5V1mNaNjZz0YVylgdeukyfy+flzWIBjiA54jmN/dCNYZ4P5kX1lHATTj0vJRbHtI8puXjYviRLMrsQb9LQ7nVmy5lzAhl9dNu5MEczq3GqFEYa5XOC/NazVl4HlBDHvZFDeGYSzRbAvwsWKFjlzS2/QHb97RWcc/S/YfGIXrG4+epyRLHQ8+M9QrYPC/Z73PPuVHzJL5Hc33xI3YuHVjJz6r3bZgJABhatmkaYx3UfKWZyOK1blBTu8qwjOsBN6dTU6JP594EAOh0YBIAYNQ1Xgsav261QM9uzCvNZc5lhaey0liXpdkAgBGHvE/dYX3SPORYnPmMm7OwWLUqNDYNcb2/f7ZfNjO/jdWc8XPSGOvDJc/73trqOdtbtT6VW2bPedEmN8oYc4u158oexzO1jjfXZ8MqA3MGxWmq4Vr7bO6dKjWAWXXIzFhOLrsijX28wOZl5txJaYzngJdfE+MZqp+7j8xvYGY6auo2pJR9XsZBKVl4F/XyfE1raRWZpMQMctwiN1G59QlrD8L3Vpz+gX3e7JJpiPnyl1P9snyDagK9lqf/P8xCjqxoFnL7wKPTLOSx+8Is5GhR/EVgKBQKhUKhUCgUCoVCoVAolAcUXwSGQqFQKBQKhUKhUCgUCoVCeUDxRWAoFAqFQqFQKBQKhUKhUCiUBxSMwCOs/ygj8P9HdYx90ermemlo2oH2AIA+O5zlQeZOjXnOnmk/y/g6ytk49x1ryYJRzWjuryckXLA6r3hseTIMrwnugrwVssgA5yaVkHvsSTgvyj0h+252E4+Rj6XcLXJ67mmRlcZGjM/OuBfg7D29h3LIKDKcdhf32OMJg0gZImRRKYOM9+hy12lprPuMDwEAHwmPgyybbWd4rOtwa5XHN7aFMVW2/2xfGiv9pLFDZo439o1yjCqts5ZcFQC4Yaq1867yWMmJ9hnTpzivjcwg8n0A4JInjCNWsKxzxJ6/0lrNEY4BWT4A8HEt4yVikwBkqLd/nr68aI99tvJ6hl1zFgBg5fWb0xh5R8pDI2PuVGFLflo8KYkzHOZ0zLXGV9J8eOp6a8lqAoBO3RLe4zkCwPpXdc2z/jpJiIIfOJ9FOT4Un0nZf1yL5O0BwHnJ/Ob73Fk7n51uucHxAXwOdY1d94y1ve/3GBk/mtfMl1+N9tiahBNFDtRTN/jPTkruoWwxPodyeFgLBhwY6sGkMIyasCoNcY0rD4pzpWuD61gZVmTGDerlMY6f9o/PrVwyMpWUOcX1TCYq4HOl/EXyrM57y2Mcgy79vOYOffDTjHsBzgxqPsNjfRO00L6+zvuq36B7jucgWuiFKzxGHJLmOuuNxvjsynVjndZxZo1UvizX/qOOucQlV1v/sup6nzn/yrajyE0DHA+qtYccr9x4tFyz+/I7C2n7Tw7m6CdzSJlcJV+1msa6A3jeaD6Q26dzzxqltbztBGvPeddjXy+tDQA4XGdxGuuQ1Gndc8g503wgL+3Buzy2uJLlUJepn6YxsqkO7nF+2M6KH2f8DEhRUhnimtGx4txr/k86wXhfq+933hdrgPIUWTP0vmQX5sZiVPZly0r32gsZmKGH7gMA3NPb69ywvlbnyBsDvO43nO15sO8kywNl9PE9ypQkE1draTr4LBoy0UOnWL7oeDZLair3IQCo8Kb1ZWNF5y/yLLN+k7Pmum+yMR1WqFMaG7hjVI57cJz1ebju9fxQ8Av7u4ARXZ2ZSnbhz2VfXv+cjfdnDw5JY5w3ZWmyHmnNYF0d0trPN+ngEnYH4OBVxsgkAxMALn/R2k8LyHgnC7lxYeeczdll59eZC/z82vSAnVOydzg3jec0PX9xT1DmJq/Tev3yomQPevBuD37+YwDAlp/7WYt1Rmv45K62BpWxyPvmxmrdWEqe9/i/AgD69MuXhgacZzmx5GFfYxTZuBOE2/xGMvf/94XHeN/sB6ansY1rjcdZ+U2/bl8zG8fPXvNx5FpU3uTYRsLiTbT6KqstylCcBGPcTV7kzDyOt7JL+TtGwTeyPFj5DwCAmyb4WPDzss7zz+N5SesN+5zBgrzW1tHq8aPSWG5sdM6V/g7B5a71i+cknVPWzbrye0++qa0AACNe9xzuUtQ4hcf0vy+NcZl8OvreNLZy7pAc92Ce6p7FOqNMv56DrB1S1zmO1WHnqC8L+HUcA90/uaYnLfB8mb2wJZp84tcEI/DIKhiBoX9W8ReBoVAoFAqFQqFQKBQKhUKhUB7QsUe6A6FQKBQKhUKhUCgUCoVCoX9f+Q8B+X90pHuRqa8Pffc1oe9P8ReBoVAoFAqFQqFQKBQKhUKhUB5QfBEYCoVCoVAoFAqFQqFQKBQK5QGFWcgR1jfNQl4qCNRI/oyXJg4KgSfw+c3KHpuagPfVxIJQawKWAQdIKyyeQGIFcj92u7UKeSYEWs0IZp56EQDgs6tWpDGysgtuc1hw7Q0fZ9wfABp3rg8AaL/15TTGz1ag88EmBic+/nN/LyG4CqZeUd5gzCP6OQydZh005QAcYq9Ac0KbCTEHgFfqZH4G4ABdBeFz3B4QZjSB9WqGQWa4xgjCJhwZcOCyjlW/fjmfg/B8nSOCiIcsWpjGNm4zE5jC+/06Ao17JbBghTfTFEbNEmh0ojDoWddYq5Bimk0cfPqmNPZZV4M2E1YMONg+u6/DrTs1MOC1AqKrPW4Q49W3uREEDVFW9FjpFy43IPHq8x1yXm1t3iprhIdr3pC9rmYY/HmRKkvS2JatlwDwtQsAJd8ws5XDP3WzlXeS9aawfa4FNZsggLvmco/RrKNx3S4AgIG7RqQ/I7hbgfnsi+YNjWw0R+gPoIYVNUrNtBfiajLusewc1xHYvUMA2ryvmhFwTaghQ7mpOXOT64P9BLw+aN2keYSOI0HcaooxtpBBxLf0dIg4f64GFOyrjgv7oLXq9A+sVdOfhhf0AQBkzxqQxriP6NivhxlkzOnpBhmEiNd4IiuNbb8yGwDQZqK/9+W5NtcXNe+SxnIzi2L/daxY4/XZ7qt0nfVl6u/SGGHuBb7062gSxTHYX9h/xhzVOSVk/ckOHuNzvHzI96TsnrYnZW1yU4DP8hvQn8ZTAHDFC9ae+WT9NLavie13aq7zarLXTBEDHcLnWe8AXx9qZEAzAIXec+7PlhyhAVeHJ3N+nppI3Plw5mcAXuuH7BWTnsSlZP1VXh8qDLYaPu45r+tcE9Nu8Ho8sJfVqvvy9/HPSxJ68gLPde4tmsM1XjUjjZ2nu5EG50hNjDgPNL4BfM9XUymacPyxosfaJOYtai7APbBCv+vS2EWlLP9WnFAB31SnpbZO9IzCdfUyPB92Xm/5oLWXey/3Z8DPaWqewZ8XefEiDyaJkLXO90KaGqjJDI1ddE9nPdK+0OyoxdMe43lBjVNYIwsO7u7B5CA557wz05AaDlDMv4NT2nswmcD1H7mJHdcC7wW40UfLa3xeZs6wedFn45nsZ+Lh9UziBaYGD8w5rTccAzULSY4cGefISwonxmk6gMkH0ZhN3yPeKOm86nmKHzPqNjnL3JU8CBclgJmVzKDsWjHU+3FyXn71UuQQ15PmZru6ttdokhRsbWYrNHcDgHpP2L0u2rUxjdHoqlq3Vn5hsp6HzfD9sftIW7MFP3djHs75MTe7sQtzU+sc71HwT24yM66vmehpTr1/do7HwPzRVo9uusaNdrhnflx5expbWL40gEyjDF7HuggAZbZZm2+bGN6wCElnlpQ5EwBwSf/aaazx3sUAMs2iWKP07Mac0xwedcDW1sGebqbF3w2GrJ2ZxiYXamr9lLPOxcus1T2GuaY5zPHT3we5F6gRFvs3YofvCff88R4M9TQPs5AjLJqF3Nnn6DQLeXhAmIUcLYq/CAyFQqFQKBQKhUKhUCgUCoXygOKLwFAoFAqFQqFQKBQKhUKhUCgPKL4IDIVCoVAoFAqFQqFQKBQKhfKA4ovAUCgUCoVCoVAoFAqFQqFQKA8ozEKOsL5pFvJIZaDiCfb6t7+yVg0hcjNzIMT10xPke93Kb1orDhMXlTEQ94paMuVnJETZ5QJ1TeixKzs4GL5vf2sVZsx+KVSb4GUaegBupKFAc4Lc1cyEAPxJLRwmXGGTAYYVXvvWedb+QQxTeibg7KJ7PXZ38uj7BRx82+PWKnCaMQLaVYRMAz6UBOXqe9Xwg4BmBf0SCKxmIQRdF3ujXBqrvcMgzAoOJmRcDQxo+CLM6HTMS7/qn1ewjH3eE7f6dc9em/kZClbOzWSAJioK1n/0DmvVEIJzSgA7ALydQNgVNMxxVrOEG+d+BgC4aF6xNJaRp/+/Ki7E6eSGQ6/x8eEYFHmlul/3upH1793vhhbPXW2tAraZQ/Pb7PTgbhukYd3ypaHuDyXr8ti//388gKngF/55Bx8wyP7quW7wwFxTwyD2jzkK+Ngr/J25q3Bu5jgh3YCbR6hRET9bjWxoBKFrgoZHrAHF3nUzoYEjzUxIawvB57vErId15Ly3PMb5SLwLAACnfmStArn53AoWJ4z9wbs8xv5pX/gerRk0tNDx5prRes0xSFIq4/MUtt+9l5kdbbzAzY5o8KPmGVwzCpon2J7rGnD4PGsMADSaa62uRT5vvUfF8CApxI0XuCEDa0vT4Q5IX9jGYO31nvK53FjL5rLcXQ7+H7jVQPC6dphfmjfXPmutGm6w7mvdrPCi9eGsQx+msc3rDARfpK4bVewrZOtu3/FunEDlNj6sbwpP15pHsZbr3Bd72/rUfoH3iSZUL13m113S2UwNPrvFjU5o4qJbMGsujR4A4MzeOcH6f/5J8rM/y97PZBfnlCVXmrGJ5siIRmYINO5+N/ygkQbHGECa2MNG+nWcKwXr05zk+qke437C3AOAtokZx6pSfo/T4ONGsWYM6+bPdtqOrzP6CQAzy1vu7jvfzyvcg3QfY86pWQ6NL/g8gJsVVHzbY9zb1ESFeVJyuJgkJPT+cbVsj9HzCGtKhTeKpLFWz9m8aK1cfGFOQxSesbQu8Yin+cX50PPhpJ6JIcIHp6exgX1tHNWciHVdz2Q0JMnNIIrnU8DPA2qaxvfos3Hf0ZrGNahrkSmstYB1Tus/51kN8Lhm9czIWl+twUAPJknZZ4EbWuh4UH/6qbUzmnuMxiHL/OiejkuF2X6+yG5m5y+tfS0n2vxu+ZnPL88XXSqJYcotibPPjGZpaNjrVjfU4IT7CWsBAJz5pu0nwwbZfqJ7UtVk33lA9j2Oj5rr0IApe7+Y0SQPOW7K4jR0c7Kex7f1y9pNyOXs9oU5FtR+zZ+ba61LL99D7h1vewjrhErPljTD0L2Ve77W8BLJ3vGLNz3GMdvXY1Qa63NqJ3ue8TmvU+OsMxKzkOyiZ6WxOV2tNl4tda5mYtChv1fQeOXMZ/y8eXIZyz9d24tnWL8uuqFTGltRJxk32TQPD7oPQOZcMu/1vqxbusZoWKUmbTX6m5HRzNFu4sjc1dzgOlcTwiZ3AtfJUTjMQo6swiwk9M/q2CPdgVAoFAqFQqFQKBQKhUKh0L+v/IeA/D860r3I1NeHvvua0Pen+KfBoVAoFAqFQqFQKBQKhUKhUB5QfBEYCoVCoVAoFAqFQqFQKBQ6KvW73/0OtWvXRrFixVC4cGGcd955ePDBB3Ho0L/2p4YTJ05Evnz5/uH/FixY8K3v//jjj9G5c2ecddZZKFiwIE4++WRcd911ePPNN7/1PUejghF4hPVNRiCwDMDRwVVQLlnv+61V9h+5Gc84wiRlxikTiLyOBJ8DwHlkyhfM6mX8pKb5nJ909XPWkhcEAAWStX6rsM8e6pF5LwC49FVryfcBnPPSX/rykz9ZS0YhALx0ubVTbvBY64R9pCwUstmmtTgmR/DgVc7ZID+m8AG/7IWE+adcmpnPTU4uFPhGAmob2tfZKuSJKAvohqR/a6t4jGwY5ZuxL++ca+0V8rN8r9QGAOy7anEaIx9S+WpPXW+tslPIVml6c0N8U/e+NT99TU4VPwNwZpf2k9d1qXVdGps543c57pHd0z47q39jf3OT3+foww9ZDef5WiQjSddYjUOr7YVAzTYWOBOA5wXgLCDlZJF5s+0Mj5HrpEwZsiSVT8Q5VwZSvd8bA4v8KwCYVtcYQH1GG/9nwM05+WAfwmMb61is1jLkkHK6mOtkDQHA2ANdAAALn3PGI5/xbFnj7yf5TE4Y4BwxwaultaWQrF1y9pRxR4anMvg4R8pHJbtHlzh5cvp5rAvKpuK8KdeQrMHdwlPknFeW8wjXltYHcu60hrMmK5OUfCCysQCf878Ii3FRHWuV4caarHw61iWy8ADnqWkNJwtxY/ETPchErfyHNDS/ga0PHXvyLfm8ZEoB/twl/+y8tu0/s3wt3WBcGpt+oB2AzBwht08ZaeTULbzDOXXktel4M3c1H+7vbe2I4s6aq13KeL7K9iJHTOswsW/KUuNcKSOTjEVlynIP0XnmsynXjXOuvDuOn7JG2S+dvyF35/xvzXOaGJ9OWbtk8XYd7jHuT3oP5oPOM88SZIMCXrd0jyHzTBlgXJ9TZZ8nv25UKd9PdnYw9qTm/6SqNucNt/qck8VLjnFuTL+JbTymY0Uxb3Q9c6y09lHDbnC+2ohBVl/1rMW1recMnlt0H6j2TMI848EJwJIyZwLIXM+5cfQ4H5pLnAPlzHItcHwAP5/pnJJFWnuTsyM5b1wvgI+RnoP47KzbgJ/tdD/jOOtYce3oeZMsNa3/8yvl7B/PMJ/OEs5fsiiaVr0nDXH+dX55jlLuKOu6ci65LueUFaZrsviHHbgvx3XDtiZ74Mjb0581nm21UtnQHJdJM/ychgVXWDuhTRra2WMSgMz9nrw4ra/k1LW70Mdiy/3GNr3sJb/ujfOt5RgDwIqR0+3FDClqVdZkfjCAg+ONn1ewfHYaq/9QFoDMNca6pFzK7o8kv/YW8k343l62F+jcc93p7wZ8rbVqfnFj/o2Y6rxJzq+evygde85vtUZ90tiSRcZ/VibipwWsf9M7+Lmq5c3G9CtXxn/X2PhAsn8J+HRnG5tXHQPu83ruYz2s8URWGpv8cDYA4NYn/Lp9W5P8ExBh2Y0rsKmdXxOMwCMrMgLvvvfoZAQ+MOT/jxHYtWtXPProozj22GNRp04dFClSBK+88gr27NmDmjVr4qWXXsJxxx33T33WxIkT0bZtW/z0pz/91lzt3r07KlasmCO+ceNG1KpVCzt37sRPfvITVK1aFZs3b8bq1atx7LHH4plnnkGTJk1y+cSjT8EIDIVCoVAoFAqFQqFQKBQKHVX6/e9/j0cffRRFihTBkiVLULmyOVzt3r0bderUwfLly3HffffhN7/5zb/0uTVr1sTEiRP/6esPHz6MFi1aYOfOnWjdujUmTJiAH/3IQIxjxoxBx44dceONN+L999/HKaec8i/15Ugo/mlwKBQKhUKhUCgUCoVCoVDoqNLgwYMBAPfcc0/6JSAAFC9eHE88YX+yOnLkSOzduzfX9/+n9MILL+APf/gDTjjhBDzxxBPpl4AAcMstt6Bu3brYt28fHn300f9qP/5Tii8CQ6FQKBQKhUKhUCgUCoVCR422b9+O1asNgdSqVascP69ZsyZOP/10HDx4EPPnz8/x8/+kZs+2f7N/9dVXo0iRIjl+zv7NmjUrx8+ORsU/DQ6FQqFQKBQKhUKhUCgUCh01+sMfjAl94okn4qyzzsr1mqpVq+KDDz7AH/7wB7Rs2fKf/uxNmzahd+/e2LlzJ4oUKYKf//znuPrqq1G8ePFcr2dfqlatmuvPGX///fexf/9+FC5c+J/uy5FQfBEYyqnXjeCrxiCdR1pb7MXqaezeRQbG7TnYr+s42loFBxOwrbD4g7sMtrzkeoct0wiCwGYA6PCktYSdAw5l1usIi1YINcHdFR5yY4nPrrf/UpDvK/9j2OzKBi/PesWB9B3GfArAQeQAUDMxLlBo+usXWLvk0q/TWPHdBu5VIxSOwe+FHaoAYmr7ohuTz/DY1MS4QEHSBBGvmjAqjb0x2uDJ+Qbdm8b2XzEEgIOnAQeFE1jfYYz/7ODli3P0nZBuNYngzxVmz/k4ONf/awyhyArb5+dVe1X+S8rxfwUAtJrqphiEeaO4T0IKaO7ryXQov91v4Jo5aey+x5PJv00Ix9Sgnv661+CcPy//jrVK5SelXWN7T7C2rdDnJ+RCUv83VP9FG4/546ensacW2AanoPklZaoBAKpI3jBfFFjPnCvSYGYaO/lQUwCZYOrHb7NWjSoIks4Npq1mBaN6GMxauN4AEpOQvcMAANvP757+hO/dW9RrAU09FI7f7RFrFez/6SIaybjB0PYHDJCuUHmaEdAYCACWJ2xgNW4YUam2vRCq/OiOGwF4DQTcuEFjNPBgDdTPLt16aBqbs8HA8QoMZ71UCHunbuUAAN3nbkxj/LnOKdedmlIwN1691GM0JDn3HY8R/M+aAABNOxqAfNQsB5DTg0Zh45zffO+WS2MDp1hf1UjjihesvV3Gqm8/a3V+u2+wdbz9La/Xpf9c0PrS9dM0dvVz9rrvGDHQSUwudEwLfm7vnd/ETJa0fk1MDJ9qr3Hw+ukfWDv/Kieec/7EgycdM82bV+qYYUS9ul57R3w0JON6wE23Ss7zffTkMraP3rRgWhrblRgTqKFGdlmrlwdP8j6zHmo+MJcUUj+4Z+bPAF8fasbBfSe3+q/7FY03ZpbNSmMnnpGNb2poz69z3PeEPdZyTQJuODDmFo8V+Ys9b/ah/mlsYw+rG7r38zwwtpGbZrR42upNsd5eZ4YutdrTdKLsO8kgTN7hZg6jOtrZoLrsJzS1mVTIjatWdrCao2PVZqK1rAEV3/afHexqe3XTMe5skV3n04z3Wd+tFQ4/Xi5rv/gsvXhzGuOY0oAJ8PrwaT81SjLzpGlVfZ3i1PcAAOMf9zW0upl9drXBvj9WSeajgJw9Og23dYXj/pbGLrrBPufrRfXT2IeJs8vcRgPSGPeQthP882iW0HRTtgdfGwQAWEy3OACLS9je236pm7PQJErPIezfyM45zdVohgP4GWpaqdppbNoEM0qpVdbHhWviyQ7+3mKf2P7wqhgt7ElqbrEyftg55s0sAMDd5/t1NAaZv6lLGjutlM2XGqvQEG3LrX6eYh3aPdzHYPiC+zI+F/DzXuOydo85sik9lJxB1SSi3hOWG132eu0tlayrqvJ7APfqLv38rNz0Fcth3e+5JrrvHZvjvRtL+fprM9Fq2Yr8Xg/r32znm7t3+S/yNAnS30loLtOpblYam5X0WfdR7ntaW7ovSzZ/cd3i7w7vn+3X/S4x2nlWTJZ4lp9/lftsLqxj+VLvBD9X1W9k5yqeWwCv1zrPnNODg3ydFOxo+dBlqudI/kM2Vi3rugHL9jY2vvo7yYzmtn/1reSxko3MQGREYd/bunRLvkwRB6my5a1G6uHpuRb2HPvyF0xjZxWy/LvwLb9H/cGA+CiGQt+pzz//POP/FyxYEAULFsz12s2bbX8644wzcv05AJx++ukZ1/6zWrFiBVasWJER+7//+z/069cPd99997/cF/bj8OHD2LJlCypUqJDrdUeL4p8Gh0KhUCgUCoVCoVAoFAr9D+jYr+yPAo6m/x37lfXt9NNPR9GiRdP/DRky5Fuf469/tT8W+Ud/Xcd/pvvNLxi/Taeccgp69eqFN954A7t27cLnn3+O1atX48Ybb8TBgwdxzz33pFzCf6Uv+s+F/9m+HEnFXwSGQqFQKBQKhUKhUCgUCoX+q/rggw9w/PHHp///2/4a8L+lBg0aoEGDBhmxqlWrYtKkSTjvvPPQvXt3DBgwAO3atcPJJ5/8LZ/yw1f8RWAoFAqFQqFQKBQKhUKhUOi/quOPPz7jf//oi8Af//jHAID9+/d/6zX79u1LP/ff1R133IHixYvj4MGDeOmll/6lvrAf/6m+/LcVfxGYx9V4trEtBAuDuQl3RZl0fD155Ko0Rl6UsmzIYlkgX7IXOpDzuo11jAdG9g7gnBflyf3qt9YqS4psJmUvXfC6tWTQAMJXEnDgprLGW6m91Jl+ZBZ1meocKvJ3ujd3dsnQWatyPNu8q6zVscpNtz9m7X5hWBE399T1HiOri30CnEe2rJbHXqlj7er8ndLYY8m49Tnkf15dKOG2ZN3srBFCn+Zcb8VKx5ZsMeWNkd+Ufar/F5E7HzYuEecWcNQI50Kfp8ECj136atKnTV4s726eMHlk/jimZ1dZ7J+XjF/Z1s46qXbAuDYzxztL56IGxmPaus0Zih+ekTBdcuMC9rrfXxM6teFcj63NHQoLIHcuYP4vc8YOFcgZ+w69fHnS50bOSmL3mBeA56uuCa5FXRNNxxjb57OfNk1jHRL2ZQHp8ken5rwHOT3KFOMae6iHx8jBUYbatKvtT+XnzDBmV+nOzlJrX8LyVXl79ycYrd4yLVx3mnOoawle5UEPkfWmHJ6f/9FaZeaRY6TruTYWAwCekuuo0q86Y6vpOmPhKYvojG3WKg+Nnz3skDPIyBXVucoNQYnKbwAARn9QLA1NSCA8+mysoeRlAc5FUo4k16AyXVn3lTE0dJGxAW973GMvXWYtuYqA51fbCc4wZA3XuWT/3hJmEXlzyldbst/W8QOKZEk2jbPfdw4ax0j3kzsetVbno/0UY4QxH5VNdfFSqz2zhdlac7m1uv9cNc9a5TzpOFMcixUCr9uarCvlzLI2ztnt+yh/roxO7is6PoVutj6TqQYAoypdBADos8v5NmRYTRBgE3lo2neO445SHiN3S3mK3J90Xri2n3kkO42db+maMabM/3uqOFsve5Cx9XSurn3WWs25YX33Jf1zzh/H6I8V/bp8E25Kbuaxvv0n2Ys1vhkVStimnab4vjMqgcZtEl4hmcEcR8DXdtYVziJlbnw69ya/ML8ldpWqNh9aCwbvsr36hGYeY97o+Yvv0XyovdWYRIsX+H5fF8keJzmSroniy9LYpmStfXa+r9Nib/8cADBqgY/tqLW/sRcX/iSNsVbVe8aZcEP72jmpaEfn6M1I9uqZo50revFSe13yXX/vpHVJYS8k0M1kAWQvykpDG5I8bXm2xw6enw0AuPxFf2vDMcaantnV+bKHj7N1P17yn3ugshjTpSqMtC7D7ZnWCXOQ3NEMJm/ChF5Ux2P87Pm3eJ/nJmg+PR9y/3xiqXMcpyQ1QGszznkeAHDmVz9KQ+sr2n2V+cy6dfDSlWnsmUM1AADVyhpbuOBE5+2xfui5r/5Wy40M/u625Dkq+Tlo6DrjmNZf62dl1gJdL/ychoWcmZduWqMdPDyHk/CCQ2pf7mWF5OWie/y9T1YGADSf4eyvprOSs1HvX6SxmbdlAwDqveL8vsOv2Jz+VmravUttfU55vHEam2i3yODMnp6se9ZjAJhTtLa90P5RAlB+ua79nU2xKv4lwril9Sx28zB/T5Kc9Q8tTkNdNth5XffRlNfc1ot46V3JOUrPtC2SzXqRF/ZRBey83IlcQCDdAE5s633pcIK1tZf6+fCpy60tPMaZm9xHGpfxHG7yV/kdIxT6D+vMM88EYH9F+G3iz3jtv6Mf/ehHOPvss7F79258+OGHGT8788wz8emnn2Lbtm3/sB/58uVDmTJlcr3maFL8RWAoFAqFQqFQKBQKhUKhUOio0S9+YV/4f/LJJ99qBrJmjf1hQOXKlf8j9/zkk08A+F8AUvx83u/b+nH22Wdn8AKPVsUXgaFQKBQKhUKhUCgUCoVCoaNGp512GqpVqwYAmDZtWo6fL1++HB988AEKFiyIhg0b5vj5v6o333wTGzfaX0pXr14942dNmtg/e3juuedy/efB7N8111yT42dHo+KLwFAoFAqFQqFQKBQKhUKh0FGlnj2NoTF06FC8+eabafyTTz7BrbfeCgDo3LkzihZ1jsPs2bNxzjnnoG7duhmfdeDAATz++OOpA7Bq6dKluPbaawEANWvWzPFF4BVXXIFf/OIX2LNnD2699Vb8/e9/T382ZswYLFq0CEWKFMEdd9zxbz7x96NgBIZCoVAoFAqFQqFQKBQKhY4q/fKXv0SXLl0wYsQIXHDBBahbty4KFy6MRYsWYc+ePbjoooswcODAjPfs3bsX7733Hv72t79lxL/88kt07twZ3bt3xy9+8QucccYZ+Oqrr7Bx40b88Y8GFa9YsSKeeeaZHP3Ily8fpk+fjlq1amHy5MlYvnw5qlWrhs2bN2PVqlU49thjMXnyZJxyyin/vcH4Dyrf4cOHD3/3ZaH/lpYvX45atcQFAssA1My8aEIbf53QpVd2ddj4rU9Ym/2WQ6uLXGuw7GcETE0m8thDDpzGbcmbXz/fY4kbwfa+Y9PQ0y2srSr/JP7Uj6xVk4EXrrC200P+7+Knd9inXc/oy4C73SVoehuD0fbt79ex/4vky3yClxXEzZ8n7G8AQLNk/bae4jHCtNUggP0qtcNjdyZw+F/4f3TAHxLswGMCkz/vLWtppAA4/F24wShyVx8AQPtSA9IYoc3Fd/t1hKZzTgEg++mhAIDVi9xwgFBpBYVvLGt/4NvqaTdCIYuZcwU4qD83EeBOwD4AbN5xUY43Hj7V4P3vi7lB4eQvpPcX9piCvam7EmMHBVMTitzy5vppbHsbg42X/ugHXqI6Jo43msSbzv63P3ZYN4e1c55nOIcbgxMuu0KyaRCgecO8V5MEgsTvFog+AeXlnslKYzPvzwYANG3t0O19188B4MYD2j/GtBbsSrjxBNOrNFe5TtTIhj9Xc4MVZc3UpvHrbjBBox01NSFAvrKs8Q+XtgIAdP/I/+nBnQ9bW0rWEOsCTRgAr1XXP+Wxu8TEhGI90vHhuhtwp9fNfafsy3EdTT3aTvAYx0UNeQhwb/ra9jTWvn9pAD7egNcgNaBgXzT27jnWFvvE/xFBp9FWZ3RPYH4NKezg8MNdDSj+48/9OprAKICfOXHjcDcXSCdbTDhWn2/3VROO+3tbO7a1uM59ww2D9QRwExzdG6iTPvHXz19prdZPmvWoWQnNdXRdcQ2pKQbzQeeP+5kaeXRMTAbUMIJ5qMYuHAPdf2jgM+qAG0GwwDZe4MB37p86Btwz3xTEDtfHi5d7jGOga/HLxAtJDW9oHqNjQLMfrVU0GFHjEq7trDflH64ca//l/aJlXvu4z3LMAM8rNV/gfdWAiM+ha4JnHV1PXOc65/wcNaDge859x9rUsAy+TjvtmJPGhpa3unmxmFM8fKe1M6f4dbW72XWLD/n+yAG6aanzkiadlwUAaL8mO41xfmnuBnh90LNHufzrAQDzy1RIY9zTNa9vvNt+3n3B+jR2xQvW1qs6NI1tedrOK2e+6gYFc7paXxuXFbOExEFnX1s3YilSaCcA4Ji/lExjzAc1o+H5YmIbj9UrkJiGyUHkmFcvAZBpdNVrkLU6Rw/eZa3O/ajmST3adoYHmQiS7Dt72nlZTTMm1TUzk+yrHDafNc9iqcsHgJv6nwkgcx0zhz8+1c8/S2rl++ajpbmjexFzcvE6q8OjNripQ6cq7QEA417z832tZTkfkdI9mGtD1/jYUvbP8LZ3cLO2yxJ/DJ0rrjU1L2Ne6efxTE3DK8DXrtYqxgb18pjWAIpn6Sdu9Vjp5ZaTq5v52uEewn4CwOal9jvV5EWT0hj3jic7+HXMQzUV4ZnkvkO+Jljsj+l/Xxr6el0WAOCzS7PTWLG3LUcar/W8YU1RoxjOx9nve4xbpdZS1npdx6ybmjel77Q9Y+Zrvj6bLkjMlQ5I0nWzzah6c99jVq2tCNz2dvr/ly1bhpo1v/G7bOh70+eff46iRYuiVw/g/77djPeI6G8HgUEP2Zd0/z+uus888wwef/xxZGdn49ChQ/jpT3+KG264Ad26dUOBApmmjBMnTkTbtm1RpkwZbNmyJY1/+eWXuP/++7FmzRq8++672L17N7744gsUK1YM5513Hq677jq0adMmx+ep/vKXv+D+++/HvHnz8NFHH6Fo0aKoVasWevXq9R/jFH4fir8IDIVCoVAoFAqFQqFQKBQKHZVq1qwZmjVr9t0XAmjTpg3atGmTI16gQAEMGDAg5xv+BZ1yyikYOXIkRo4c+d0XH8WKLwJDoVAoFAqFQqFQKBQKhf4HVOBLoEC+777u+9TXX373NaHvT2EWEgqFQqFQKBQKhUKhUCgUCuUBxReBoVAoFAqFQqFQKBQKhUKhUB5QmIUcYf1TZiH/TX1krja1NzhYf3FVA9aftmdfGiOMWeHShJyPv9ljNBdQ6DGB0wqv5c8JrQYcsrxMhoMgWwVdK1ibyhpswOLTKjmw+MNS9j339OvdPONAIWtvmOrvJfD80lc9tjyZgmZiGER4s4LeCdRXSDHBx9rPR7pZq+YBNGdQeDJh1Tp+hM4rUPnVS3Ned0UCuP6583pTOPBfhce6v1Bm39WMgHOpkGcC19WIhfB3ApsBN2DhGAOeL50FoVDwI4Nv11/7aRp7+UBiNvGlg1kPNzd4eD5EicpV/XxCpm8w1oWCpJmvCkPPLUZotK5FzmvCcbfb9bO2y81ZaazhjmwAmaYizAM1y6GBBsHjg3v6z5hzmjfdErMeNfJg/24e77GWw80YZGdFr1/8nPPf8Os+zp8A38XZqGB+q2/v/cyvO/MN+zx1sdh41UYAmeYG97VIgPpSmFrlN6D4tKvd8GPyrXaPG89zqHb7ogbiViA9TR8IWQeAg7sMGL6xjgPD+Wxq5kMTB62bBJor6J2gdTVGOGGPtSVfykpjC3+dDQD47a/8uplVzsrsKIDDx9uzLdXtK5Gaa7DPau7EWqb+OayhakDxy99bK14hqeHL2fJsu5J9Qk1j+NmEv3/6ekN/nvG2T+gcsPb27+cxGu3QDEH7rmuNcH6C7gGv22p+RVMRNeNgPwl+B4CXkjmdIoZK7GsJ2YPfSerwuWK+syMX4xJKTTveOdda3VeYD7o+3zrPWp2DOq9Yu1zm/v++sJYGK4A/09gWviZuetbyRs1RmKdqAMMapOYLrFs8ewC+VDeX8Htw8Wc9VSHHdWqgxrVA8zLA9yqF6HNbys28Resc84/jPLyr/4xjpoZF7ZZZbTntlXJpjOOi64W1rwZWejAphJOXuukDlZthS73f+/h8drrNgZr1MB+0ZnDt6ud90/gJAG6cYSY01Zc5lZ5nHTV9mFM8MR5TZ6gH7gYA1H/KjUFeLpvUG1nQXUqZ+YiavXCc9Zw25hZrtY4wD7mvAD6++mxdXlsNAOjTqFoao6mI5kiLZM5/9q7HXrrMWl3vzOFR41d7MElANaqgAZDOOWu8GmTUOMHq1pL9XsvueNTa7FNPTmMrm9h+SOMZNUnhPW573GOrCts62X6ZG8Bw3Tec6uZNPLPpWZCfV/o9z68lV1p+aT2eBjPiUnepe5+1/H9fvNN+82trdRwnnWDnw4093ECn3Gzr8+GK3ueeyVzpGb1ich5mbQN8TruM9LPl/Ab27ycbPuQ1o8+z9tkD5sr8JY4g2yv7mYNn6Z+955fRnET3GJ5nPt7r6319ExsDrTeXPGF9GDben42mbrrv8Her0k96PrTfYTmiv2vwOjU84+8BarYypLWdOYY94meO7q2zAPi5APD6q+eVik8Aa8SfKsxCjqxoFtL/jqPTLKTvo///ZiGh/6ziLwJDoVAoFAqFQqFQKBQKhUKhPKD4IjAUCoVCoVAoFAqFQqFQKBTKA4ovAkOhUCgUCoVCoVAoFAqFQqE8oGAEHmH9Q0Zg+XesVTDf1c9ZS3AbALx7jrUCbOsyw/gVygma0+Yze6GAnQSaUuT2IWmIfCDllVydcOyuExYLWV3kHgFAuyeT75YFCNhn/IcZ1wPOkCogXaH69vPX5Cfpe8nkUbYFOXvKz2C/lC9IHoxyV+7vba2ye4q8nTBqBKjV5fVVADKZH2T3KGvnhSusJSsN8GlTLhK5Ncpm45grL4o/J2cQcEaLMtQ+SRgj+4W1RinHkYwfMlOUe8S5V44YOTzK80owKSkbC3B2T7XlDqTYWPFgxmcAPn7kqujPqw2/yIO1lud8kFCqhXXypa85N8ps5PgOODTQg0nitB/v3Eyy2ZThyTk6RxhIXIPKxCJy79e/8di2M6zV9cR1x7KlzEiuP3JsAODTQ8Y7arrMOTzXPmutrityc5RlSPyUlk3e9y+neIxrVtcGn01rGsul5vqTHayt9+RZaazL3M0Z1wM+B8qOIzPr8ds8Rp5Va2GXvp+MWbkJviZ2NlmR8RmAM8DIYQR8HSsna8iGyQCAgWVuTGMco05rhIGUAFKbzj2YhmbuvwkAMGLtpDR2ezKHHcb4W8dWqg4AyCqwKo1l9zWu08z8jdMY2aYT2vp7Wc91rMjOUqSYclEp5rAyqcon3Dxy5TS/yIiqcMG4NDaicDsAmWxXssc0X5l/yrPjvdhfwGs+WVsAcG6ypWt9Zb6QIQc4j1M5bMx15XuyDlcULiznXvOQ/Cl+LuBrUseFe6XWAtYW7QulLFnWjOO+8BhrgPI/uSZ0P+F1GuM8617dslHCGePgAugy3nhkyinl5+gx6cOtto4mj16RxnS+vvkcU4XPyPnSMeBePe1a3++WXHYw476633Pe5jTy//7e/RGrw8q9q5lse+v3+LofuMD6fN+hoTn6O3PTPelrzrmeUXjGypff1/Npf7I+k/0M+JhpbWGNIs9Y36P1lXVGx5NMPT2DchznlHdGWpocsrAblhmV8Tz6TJ0KDUtj+0YblEzPgvwYZaRxzer8sa9a6z/elIy5AmGTB904dUAaYp0hJxLwfeS+/H08mOTpxmbZaYh5o/flOU75lawbyrYjd1TXE89vynbkdWN3JH2RYjVqnY2triued7dc6txCzpvWKsZy41rrXPEZ9boKxZcAAJrefkkam7mnfc43t50IADjrT36+IdtR1/O+NjMBAH0qNU1j6VlHOITzR9v+o1xwjv3xn3vsIGxNLLzS18mz11o76lAXv5CLWg/fu2WQEhX53Pqv51yyYStsyPlrd/XX/XmZmy9f7LVl5aXWL12fzEOtw9y/ir3rzMg+o+0cVV5YsuQrayJWyJ8NAFj/3L3+3kP2u6HugawHehasMLAE0NTzLBiBR1bBCAz9s4q/CAyFQqFQKBQKhUKhUCgUCoXygI490h0IhUKhUCgUCoVCoVAoFAr9+8p/CMh/lP3J199z+ZeAoSOnoyw9QqFQKBQKhUKhUCgUCoVCodB/Q/FFYCgUCoVCoVAoFAqFQqFQKJQHFGYhR1j/0Czk31HRPdbSVQJwGvTwrmnotPwGB6bfCOCQZzV4eOdcaxW2TGC+QqMJCVaQ+vlvWPvBGR67NAGjE1gOOPBWTUpKvnsiAKBg4U/TGIG7et0tY3LGaEhCkwEAKD3YoPflLnToPQ0WfvNrv47PpPB5mgsoELvF09Yq5JywXpogAA7drnDXTWls4yDrg5qAEBp+x6M5P0/hzsX+YvTX9ZUdbEwYuYKkFdZMEfRLuLrCoAmmPvMpB5WXK7Eiox+Aj5maEawoZcDp+bc5cJqA+6zZbqrQ6jX7uRq7dH/keyhDlcyFYNSFWWloWbL0mN8AkF00p1FMStSv+Mf/Ygf/NSlMmwYwup649DVfCaJ/6nqPEfa9YmurNFbk6mkAMs01inxu/92o6Sw3GqGxg4LKCaRWEw7mFQ1HuDYBX1frKnmsb39r1XCkxktFAAAF8+9LY89fae0vf+/XMf/VhIfmEGqWsOpBg413v9Bh46wV+jyEfe8v7DHWwdzGW+HgXJOa6zRYUUMgAu5pJqF9VUMlGgEVFlOYn/zJWh0r5kOx2bXTWIUSi+29uZhm6Njn9mxnbMvZv2ml7LOrF1qcxla9blD17odGpDGyyKcVdrOQmVMM4K4GLKxvCjRnPVezEILw2QK5G25wT2N+D7j5tPRnBUuYgZVshWkNV4j/K3Ws1bHg+Ohew/urWU9uYr3Uz/vm/QEHsxOSD/he1OUuf46Boz/81uu0ptZ/0WqF7gddGtUHAGy87eU0RlMFXbvMVy2HzHXWd/15y6f8vy93GWm1Qg0POFa9B3nsynnWqvlCvZfscz47yesN36teDu3623gsuf7DNMa50X2UhikKuOda0PVOgxjOPQBUmG3mFvsqb0xjXYdbq/vyJc9bjdp3itWo3M4Pah5DzxPNZRq26H5boZuZKqx/ZGwauyoZM60tXPd6/kprwSc+LxxT3b9Zc/W5uT9qXvN+PCcCXr/0eTlXPK8BQLlB1wEABq77XRrT56Q4Bx+vq5/G+rxmeZphULDMzoeTu/r5kGOp56pJa60ebXnOTR/2nGAt90TA85RjBmSuLSprnuVcw3Wec0/cau2Zr/pZJ13Usniq1zXzhVUHaqexk8svznFfvm63YaUHX08G+u2feyw5rB5Two21PjjdWu5FZbb55V8msYKDu3uwh7l9Zb3pZ4rs/BUAAK3eWp/GnkoMdPLVWejvTQ4TFXb7/bn3am6mJi9yQL3ohk4AMs8oXIt6jqVRTG77co+HPMZ1r7WKufvoHR4rffF0AEDW3S3TGM8maozD87jWzWJvJ/VXXMvOqmvr8tVL/Tr+DqFrjG8ZcmHtNLalzWIAmd4j3LvUaIfnBTXTuvGQPceIEv4cvJ+OPet002fkb38SR6hWSz2Hp21IzFZkwe8bZPmqhog0k9I60/4mYKH40oVZyJEVzUIG33p0moX0fCLMQo4WxV8EhkKhUCgUCoVCoVAoFAqFQnlA8UVgKBQKhUKhUCgUCoVCoVAolAcUXwSGQqFQKBQKhUKhUCgUCoVCeUDxRWAoFAqFQqFQKBQKhUKhUCiUB3Tske5A6J9QPzH8ID12gtC8ixux9bQ3S6ahD6fcCwCYv8Ch7XUX2euC+R02/uEZBhQv8vmP/fMSUOywHg7ppimGgrHJk1WILEG1Xxbw2JhbrN1V3GMEPvcSYDgfrdozDlvuMnVzjvsStH6uQOUJpia0GgAWL+0DALiw1IA01rSwGXTc3NWvI/BW4e8lEtCvQsk/PWDjtrqJw3V5v46jkSOmUGvCr0eNdJMSwpD12QjsVqMWwusVOjyih5mE9Bzssd8nZitLxXvmnHetVdgxgcvkWOuYsS87m6xIYw/cba2C3DlXCgwvWMLminB5wE0IBo53AxHeX2HeN1UySLVCo3VcKM7zeQJXfz/JBwXXF2k9yl6M/pV0xijtndaJMYnM2w9Gr58PIBPUzHHTeX7sdmsVLr1vl62tKa19Ppj3K8QJgvksPGzMv8rqwXeZ0TBfdf445zRuGHJuY3xT7XfNSV8TWK/w+axNBuBX6DdNR/YV8v+mNbOZ9XNKa7+O91UQ/m2Pm0nIphM8RpMEBW2zvulao9GO5hxVSoxQCK7XtXvNrJzvpfkC+wkABTtavW56sQPuZ55qJj4H6/j6ZG2mMQng62766MU5YmpMQFC/9oVmGFNv8BjnXE0uiu+2z9Y8bLvb+qxGLTT/mDa8VI6+TGyT8x40SwA8NwmL1z7slv3k4mXWvnG+xziXhP3vKOV1m2B4HQvC+bXmF5xq5gbTZ7m5wT0tsgAATTdlp7HcjJf4eQWXVU9j40avApBZ59JnENMEGtNoPtBkYvv5/hw0w9B1ynW3t5+D/wccaggAKF92fhrb3sbMF7g3aR+eaeaxch3NVKB90WFpjPOh+1S63o79exrrXdz6QGMLwPNfzwOsD3XF7GXLT2wd05QDcIOApyQ39xe28dB97LmrrdU965KJVvtmP+21j8YA7e6skMY21jJzhHKbfJ8oB3sOzTkagOkcZde0GkVjpXEd/AxFI6KH7/TrX7jC2vxiCMQxVVOfca+ZGYGeUTaPNzL/42vvS2NcV7qeL3/R2u6PeF9Yj3StrdhhuX7GNs915qF+Hs0/eFYB3GSDBnIAcOsT1k5o6zEeGOZ283vcN8jGeWEdz1c+54s93MiG5mtqxjT9NjMJaflkkTS25ec2BxPlvpO62QB3eNJjXKt/FN8N5pCaGHGtag1nspcvMCQNnfmMrfM5XVelsbmNbN7G3u3706pFZoBy7xp/tuZdrc3q2CmNTYNNTvdra6SxZcOtzb/Hu7Ih2W+nXuWxn71nLfdKNeeiucaI0b6eb06MPG4RM6hrN7hJCEVjqiIl6qWxfc+ZyVjrddPS2D0NagMAGs1dnMbmH7I6ooZTu9ZYq6YYzKVayzzGNaGmQ/wdQ8/Z/LkafnBf1FrVuIWZa8xBVhp7/YJsAJnmMDz7MpcBoGFirnHta27cUyip9Wo613DXagBAn7rV0lhqdnKFPwhNa+bJ/F3/lLUvr3NDl5XP2hzp+avx7fYcXRp5fnUa/XXmvQBckdTrxnO9Bswpawebbo+IWcgztjHuPN9rZJEDtj6zy/r6ZB92+JaOkz5BKBT6ASq+CAyFQqFQKBQKhUKhUCgU+h/QsV8B+Y+yf/v51VdHugch1VGWHqFQKBQKhUKhUCgUCoVCoVDov6H4IjAUCoVCoVAoFAqFQqFQKBTKA8p3+PDhw999Wei/peXLl6NWLYG6Xd0dODWBICnfjBp+R85Y10e/9fMPw7kOOxKWSMW3/efkSKx6cKYHE1DQwF3OFySfSFU14XsoN4osGWXmPd3CWuWJ3TDV2vLC+ePPlQdF1odyeMjq21nZ2RbfvBcAdCljfI0++52FMqC3ffdN/pC+p2MuvDjlwpCJqLrwdWuVy0fmh3Ky+F4yfABncSmniu9Vngm5J2ROAc7m0PEjy+xiYav0TBiMyj159lpryfcjnwxwnkrnkTk/t/SfC6axVs8ezNF3MnyUGfZ2RWuV2UIejM4z+WtXP+exIVcn3KaKf0Se17s/89fJos1a5zn80mXWKj+GDKSqwrvbekbOjyaHT7mezDVl8pDVpTnH18o86/S4rbGVNb1/7Be5P8oV5Tpo96T/d6n1Fe29ug7Ib1JuIPl4Y9d5rWrYwJh6yqsi64fcOMDHTGvbFS/kvAefsfVUj72QMNmUv0iO0JziF6WxlT2M5acMMLK1yJUDgEueOdleCCxp9W3Gmqq53K87mPwbj4WX+di+f7a1v5L6lW+b1ciLtnqNZA3QMWWsyJ9O9uCpf7G2uC/kfQeMP6uMtF/+3trBPT1Gfpde1+71hDW1QQBKHX+b3GO3x5IJbnin86eYJ1qjmKfK1CP3SllTfC9vof3k/Oq86M8pclSVl8j9QmtfdlljlJ21a18a29xmCQCgfu9Lcnxu7/v99SUtjAvWCaPSGHP9iVv9uhoPWV6135CTD8l9A/BnatzL2YTZt1gu6R5GrqCy6Lg+Nf+5v88RDhUX0vpHnJNVoaOtu+mv+Vps2cJYoFllnP+Zfb7tHV0e8v2Eewb5gYAzgL8UJhxrhZ4HVjXZbi+W1/R7NDHGldYvPke9vas9eNeDAICFo51Zx/WuDDytqxS5a7q3zU44vQ3r2tljxFY/e3TpaPtZq7ecvTbtBGM39lnj7EaeQ7QukZmnTF6OhXKW2RetLfWeKAcA2HLZxjTGvNbzEs9fXTqX8yCL/kM9cnRm5WWe6zVet18jVleR82ZyRuHaBICnrrdWWZp8DuYy4BxFreFkUOrnkVeoPLQiVWzdHXzd1x3PF1r72Jdir2Z58NJXAQDZZYqlIdYRZWmSoak1gM+kOXf6B9ZKaqb8Qa0B3Jd03siPVJby169ZDeizyGtAksIZvLbbHrf25afHAQBGFWiX/oz7c9NZvofMfN+Y4uM2OfOQz1btKc+H7GaWQ8rtXFzH5n7lBT73HCuyWAGvUXrGYy2/QfZWngvJ4ASAYg2mAwCmo2UaYw7r3PMccvb7HuM61bnnPYq86Hs1atlG2+lxfw6e4W8c7Fz1husSRuCz/lYySfUe/Hm/fh4ruM322e2VP05jpZcbu/Szys7lY04erpydxtYkv4tUe6h2Gjt4+WL73EM5f42f38Cfg3ulsmS5T+geyLEs181ZlbjNDjbj2vrntRtsz3H4VH+OfPN+DFz11/T/L1u2DDVrSuKHvld9/vnnKFq0KB68BTiuwHdf/33qiy+Bu8YAe/fuxfHHH3+ku5PnFX8RGAqFQqFQKBQKhUKhUCgUCuUBxReBoVAoFAqFQqFQKBQKhUKhUB5QfBEYCoVCoVAoFAqFQqFQKBQK5QHFF4GhUCgUCoVCoVAoFAqFQqFQHtCxR7oDoUzNXjEM1ROw57OdDdiqoOoSCZyehg8A0PsCg3MrgJmQ2x/9xWN//om1E9p6jCDijeuaejCBBBPGq/rVb3PG1Dyg8VMGTe81yEHS3XudCACou+jTNPZKHWsVVFsgef2WGGrcnYCQFdyNHvZ/DuV3AHKpBAiskHPkN/p1eQHNE7KvYGUCcjOg0QlhfmUzh+3X6F8fALC9zctp7LkEdK1wfEK3CajW+82fMj2NNTzPwMc6fjRbIUAbAOYvsPm9Zm+XNHZBYlIyqJdfVyUxhbj1cY+R8U0TEMDh8IRzK2Cf/dScW1P1my+AaTMSWnvzxmmswJfWEpgOAJe/aK1C6mlE0vguATV3MAL4S1trpKGiew2q3vpUhxSX/iiBIjdy4vTJY6wPw7v6x7Wc8T/mgXTOezlC2WWdiL2hvAG9FZx9/VPWqqlC6ynWVhEDEeaSgq5paqO5QXi4Gt5wLm+TnKPRh65ZvmfjAsvh065xQwHOW/U1Di+neQAh+do/Bcin61hg9k8mdY4GIXp/GhwBPlZaS2nSoM+tpjYUa6M+96uXWjvnIS8urAFqpkKIuJr6LGlm0O13znX4NoHrahixpqqNkdYMjrMC3Iscsrr1yk89RoOFQ2K+kL5HiPRNn7H1pmZHtySgcjXU+P0vrdWaSyC8QuInVzGThEMXeGxp8lrztWOSX3u6eoygfjU1+E0y1Ze+4rFXk/3kWTFTYP6/cb61FYbXT3/2WTOr4brHLUsMn7RWsn/T1g1NYzu73gMg03Trs9Ntv1NzqaIHzKygg+zLNKxgngFIk/ghMXSioUCHJz120xozCBg72s0uytatZveS/OJzLOmxKo1lvWHGHOsrH0xjnPLNh9wM4OTBZgbw8YGz0tjqZgaxL7PV1+fFS80kRI0bUMgmsEVXD/UcbCYh0j20mmB92VrYYzTI0HVXJ5nfj5us9GBZK2Ynlr0nDZ32RmkAwIebastdrM+V3/TIpwXsbIJn3Qlr4DozCdH9iTVFzc04Vto/mhmowQP37dpVzCSklKyh7OttP5vR3GPD1ppJiNboJrNz3ou1Vw0UeFZQsxfWRjVFWt/E5lTrHGtau94+z2hkY/bZ+W4qApiZyaY2Hqm2w8xZasiG27hAskeLAQafSc9GV82zluc/wOuhzgENJTgWgNetr9dlpbFHumVb/8SwDqWss7XEtOyNpN48JsYuxeqaQd7CX/vZN38lMwnJauFmCavHm4nPMjGE+ygx3tO6xByhkQjgJkdac7mP6fNyX9J5o8mEnsXWVrEaMODqrDQ2oIV90MApPm/cDrM6WwJ2uubE9Gczm9k5XPfWmQ3sJu36uynGvVOSs68UF86fnh92Fre5L/mE92l6j2wAmQZ3aqpDNWx+k73Y5q5b07aaS8pTe9245KYGdlZu2dr/dqXP/VaP1LCl4TO2xsfd4b9/nLENOfrCun9ieTddGXONPUfT2/zsWKqXxWZ29d8Dmnazc2ujAv5eXb/UkF72ObvG+PmVk7+prO/zK6+3dac5suWX2QCAfA91T2P1K1lNoUEIIOePvb9OY6M22XUNu3ldHzHScuN2MQHkWtDzTbniVmvrl/Vz+Mtf2GZe5kq/rsJu67/+rmbuRuJsFgqFfhD6QX8R+Pe//x0bNmzAmjVrsHbtWqxZswZvvfUWvvjiCwDATTfdhIkTJ/5Ln7lp0yaMHj0aL7zwAj744AP8/e9/R+nSpVGvXj106NABWVlZ//kHCYVCoVAoFAqFQqFQKBT6N5X/EJA/33df933qq0PffU3o+9MP+ovAZs2aYdasWf+xzxszZgy6du2afpFIbdy4ERs3bsTo0aPRp08f9OnT5z92z1AoFAqFQqFQKBQKhUKhUOj70A/6i8C///3vGf//xBNPxEknnYT333//W97x7Zo6dSo6drR/43TMMcegRYsWqFu3Lo499lisWLECkyZNwsGDB9G3b18ULFgQd99993d8YigUCoVCoVAoFAqFQqFQKHT06Af9RWD16tVRvnx5VKlSBVWqVMFZZ52FiRMnom3btt/9ZtGuXbtw220GXznmmGMwe/ZsXH311enPb7zxRrRt2xZ169bFgQMH0Lt3b/zyl7/Ez372s//o84RCoVAoFAqFQqFQKBQKhUL/LeU7fPjw/xRVX78I/GcZgXfffTcefNBcKW6//XaMGDEi1+sefvhhdO9u8NaWLVti2rRp/3Z/ly9fjlq1hEKMZQBq/tuf+y/rDCEHP29U2CW3rk9DBGiryQaNPk7Y4zECkNUEhK/bTvDYu+dkXg8AP/2TtfOu8hihvuc5SxhXPm/t2xU9RmC99oXGCKpTE1MRNfIgrFrBzwQb6z0IclazBMLhP329YRrrvsEA4L9x/wIsTaZYIcuEgZcQqHVuZgV8djWDIVz6nXM9xme/7CWP7dtj8Od95zjsmM/GeylEmVKIPkHuBPdrX/S9NB5Q6HHzGdbqXBACv6rJdg8ut5zvMndzGhrR9QdYmgYlbgq9JMEeT9welGjORaGuDwlxuv0iHwMaF9DwAABOSNjdJ+32GA2AFMhNiL2u2cQDB+e+47Ezn6kOAPjscjcXKFbWDAkuGl4tjfFz1KyDeaqQc64xXYvkjXOtaX5zTSgUnUYPOjx8r96Ln6N1hCYWtz7hsd4JxF4NNVZtMFD5sHWT0hjzfn6Vk/3CZK5WXuVmR8xxNUtgrutzt3vS4OYHj3OjBcLidd0zHWgSAfga15pBwLvOKT9Hx4o6/nN//fUeA8YvaeLP8fCd1ua2jhUiTsOSMy+enMZOG3wjgMy6RMOUGtc65HzOUoOXq7EKpQY/nMOGd9VOY6NmLAaQaTjAMXjO/1td+nM1KuJa4BqiORIAtLvW6vXONvPTGOdel+l9la4DAFQ493dpjHn6ZzFi+UViSpG9yw1J9jV5OaMfAHBP0XsBADPXOgif/Ruxww1J+hQyM4z9YqgxDDamx3QblsZoAKb77aWvWqvrlPe4b5DX1PYJxF7fS5MBrj/AjV8aV3EkysapAwBk5jrH5cxX3YCi+i6rZbr3d4KZL7Sv4oYM3FM1D2k8o7nO9a57MPO/s4Dw0+fs/Fga2/m0GRUtaODX8dlbXux9GbjD+vfWeX4d1+xLl3ms9Nu2nhY28/X0219Zy73y5Spu0lDhI7vuj3KmuC4xBFITI+7Lr4u5zpuVk3tWnZPGtq9pnPEMAFCyvz1Hl0Oj0tgI2HN3yu/n2lEdrS6N6+B1iWYiOj7JtpxhWsO+TtoqiJxkcdXf6oYV6dmoTnYa+2xrVo7PowmHGqFwLarpEI0qVB8/mKwFcb6guRrNNgBg1ehxAICZe91gjnM0pbVfd01CGtI9hrWvpvgg/OUUazU3aRaiplvdEgMgNWqZedhqyk0HvKbwefWcNGStmZlkFOJknNUMo92jZpBx07Mem1Q2MWJLFuiw8X6W57M9L+YP3J91D2Ye6r5CYxo9K/N5eU7Uz6tQxfeLThfafqHnQ9abYm+4scWoRyyH1NTwy8RAUWsz173W4Z6DrFUDK/ZrSEdfi1TBwr52Dz7bCgCw7xb/vY45UnrwTWlsziw7L+g64XrShFjdxM7caj7FPYi1AwC6TLU+iN9ZmkvXCPmq3DI7k2ys5UYj5drafoIrXvALk8HqtNbPczT+0s9jzjW+4bo0lj3IcjJrne8Tx3xl+4Qae7FOax3O/yqwWErCsmXLULPmEfhdNgQA+Pzzz1G0aFE80hY4rsCR7k2mvvgS6DYB2Lt3L44//vgj3Z08r2O++5L/fc2YMSN93a1bt2+9rkOHDihc2E7mzz33XA6WYCgUCoVCoVAoFAqFQqFQKHS0Ks9/EfjOO+9g61b7r4nly5fHWWed9a3X/vjHP07/em///v1YsmTJ99LHUCgUCoVCoVAoFAqFQqFQ6N9Vnv8i8O23305fV6tW7R9cmfMafW8oFAqFQqFQKBQKhUKhUCh0NOsHbRbyn9B7772Xvv5Hfw2Y2zX63ty0bds2bNu27R9es27duu+853eqlrHFUhAEgIOPGGNIGVYjTk1YEM2f8eCMZtYqpGbWNQCAMludK/JAYpI8v6yzPBpuMpaHMkSG7TdIBBlCgHNFlAdVrIUxbC66wdk8yneiGs21ttzsCmls5vXWL+UTXf2ctcpsISdEWTGXv2it8oTIuEoQbQD8mc6VZyu1w1qy1wDnf5TZ6qwp9uH6qX4dGSe5MQyVFTaol7WrSniejXrQOEtnixk2+UVzG+X8vD/+3GOFDhinRDlC5HuQv1Nyuc9pp0Ubk+fx63kP7SfHVrmBZPzoeE+9IfNeALBqbTLnCkVJ4C8jrpGOdsUPT8oGpG57ImfsH2hsLrFiuV0o3LQDzY3j8nL509JY61I291xDgPN5NB/GjTaWjPJ3Ci63/+Cx4jnnx2xs+7uMzwCcBUQuIODriGsSAO541Nq+/a3V9cccUZYOuUNcc4Cz8lo4yQEPJyQH8gMBZ82RUQUANTob/2d7E+f/7DnBWD/KE+JYPXGrc3jI3KzxRFYaK1g+G0BmCnfp7OuIajzX1pPyvjjOyll66XJrlcPDvigb6+PCxoM6eJLzoMg71VpAPpyuu/IbjEWkTL87H87sEwB8niBbCgt3Md9Dxqcr2PnGNPZiwi1Tnhb70OpU59gRcaVzzjF/8C6PXfC6tY33Lk5jrJfKYyI7TmspWUXkzAKZYwlkciS3d7B6XfLPRdJYwfw2pk9d79ftHG05X0J4nLcmrMMffeUxsmQrdHRA2C1jjBGo7Kz6vY0NeED2FfIN2ydcQAAYcGGFHA9RbquN6RPCqeO86bORaXbxMo+Rp3jWn/KlsbFrbG3PnOGsMjL4Hr3D30te4EXwPb1twpfS/GdezenqjFMeSZQltXGb1f91sp8M7pl5f32tc8/PUw7bX061tm8/j20/1Z7zOalzuXGOWV+qV3Gm3n2js+3FIIcEdnrcPo/cNABALRvgnhP8bEIG68s9jbGqoMb1X9pk7Snq7K7c+IbkyhW82ftU+lp7kOm7GnvszwUBANt/cjCN7exr7yn5UlYaa/WOMfPqCh/soR7GBlQ+HvNGdWZdY+vhWT8QvDnI8mB4Ic+HQgmb7ZYx/l6uo6J7vS/kA6+Y6zxMNLPDZdNe96ehjY/cByCTWcex1ZxbVsvq0lbZC8k41esW1TU2YNP996ax+ctsLS4+wftXqEE2gEzkWo3ZxmZr9bTvCczNqrnwW7XmXtIgud8ZDr/cV+d3GZ+hz8YaCAANOzYF4GsDALLmGiNyRyXPg32nWN1S/i2LSoUTVgDIZD7zqK+M1S6FbD6GHfIa1L1SwsWr4gtm6F4bs3sedIbcklq2NnT/ef/s5EUhB7N2TuajwqkL09jTH9QDAIzo6WxJPXtSrHNam8nOfvYaj3HtDNk0Lo0NmWAb1L5BXvuYVyUnOtt75iw7G+jvTDxTT1/gHGHWoBnN/boRXW091V3kLO4KY4zTOH3kijSW7r1SwB7tmsxRHf887ulab06G5Z+eJVqVsfmY9oLnNQ/lGxp4nenf19oms/2yl/PXthdVPdkfTOrl9h4+VqVP+gwA8NDFfgrlvr0CF/kHnv8mgMBlhUI/NOX5LwL37NmTvi5evPi3X5jopJNOyvW9uWn8+PHo37///2/XQqFQKBQKhUKhUCgUCoVCof+Y8vwXgfv2+V9W/N///d93Xn/cccelr//617/+V/oUCoVCoVAoFAqFQqFQKPSvKv8hIH++777u+9RXh777mtD3pzzPCAyFQqFQKBQKhUKhUCgUCoXygvL8XwQWKeKMoL/97W/fef0XXzgD4cc//vE/vPbmm29GvXr1/uE169atw2233fad9w2FQqFQKBQKhUKhUCgUCoX+HeX5LwJPOOGE9PXu3bu//cJEn3zySa7vzU1nnHEGzjjjjH+tQ0+1AqrYPz/ecpkBdM/sf1P649PqGrT2zcr+lvEJUJZQdsAB5GrkUeRmgxTXne1/J0zji+Ly6JvKGpRcQbUE5M4v73/TS9MJBU63escA0gW+9Bjh7go0X7nVgOGVpnjsnHetVSAwNWqkG5ewX49085/TrIAAYcCffVktj01sY60C7mlS8EyznLHHOnuMwGIF6xO8/Oy1OWNq0tCyY20AQLlKi9MYYdFqPkLDjaUXO3Cd5gwKv+d8iT9Mairw4uU5n0ONUGhSQAh17R0Oah5VyeC/h2s54HhrksLNxGPmrget7X6Nw4Kbz7D31BJI/YS21hZ8IyuNzbzfgOZq5jBkXQIPv+1xuYkNTMH+DrA+eJxDqnOokkx+4jyz8XIfR+ZkGfHvyfdm0q/Kf/Bgx99aO/pXHrshSdSpkuxHSg0SuLMs+KLJyyXXO6yahiDFXs1KY63eyQaQma806VGg+AenW1titxsJfJnkIc09AODmCUkrgPQrkr68JlBrmnlckwDrde65Dsbc4jHWAl2TxWbXBgAs6bs4jXVvnQUAmHVNdhpbsdTA2dO7DkljjeYaCFwNMEq/l/xHIFnQFera53Rq4DD2hbcaoP3hO/0eDcbneCvqb7V1pPWr5LsnJq8+TWNzypupyNDxvu5oQKHruVqpOckrH5jq7xgwXM0ShlWpbX1etDiNsdaObeH/oeuitwyDseI8jy38pcW0ttBMgWsXAOYvsj2hYSM3RLntceu/zhGNVWgQBQAFr5kOAOheomUa27yrOgDg3VoONGdeqQERzRS0fjHttR6xRr57jsdKfmBmCisvNTMFGtsAQOlX7TnWn+9zQCMDhdWXnG31bfJor4esm6PWuZnD1jK2n215eEQao6GTGgD0TvwQ+go6mOOnZjmL6tp+t/mQz9V759hznCLGPJznzfndJKjp6x9m/AxwwxLNr6YP2UbVQOaZEPgB62amsVFTzbSgU/GBaWznaDNzINQe8H1+ZqOCHuQCkQdeCPs83R8LzqsPADit/Mtp7E8/tVaNRtZUtfbVSz32izet/c2vPVa6f3sAQO2ybr3EGpV1oc/b6g02bzpWN3XLAgDsL+yxUadaHuwo5Xlw7ztmEvK0mO+suiDZn74wzIwaeYxMzhI698yHU/7isb+cYm39a9xIjaYFWqOH9rXP1rzh2ejg+dlp7KPETEVNUhI/uPQMB/hU1XtF9tiqiYOI7DWXX5zz83ge1VjN5dbyGQFgxW6rq+vn+p6+qZG9LiXn13JTrT6MmuD1gWe3WWIOQcMLNZor12BE0pcuaWxEYrSji5s1JbtNdhrLWmfPPn+qF/Gmy2zvmLbX52NaJUvE9QfapTGeydSkZ2YJ24OqimEQjZK0zrDmNe5VPY0VPM+ePavMHL8wedDWP/FQkU9svbWf4rlGh5/1SdFbr25aSUcn9fJOldtrc9D9HJn7eVcCAFaOdqMMnqmr1vHfIW5NjMDWH8pKYwt/nQ0A6P+Rm+jRzKQ+/I8jXobVtwtfc0QTjTx0/6Fp3/lSS19JzDXU3IP7Sp8FPi/XVLLXSyU3GzZPfqea64eUpkh+KSjr4/LQOqtHmtdcb2qQ1uLpzJ8BSA9gLUu5cdbJw83cBue4A1i+r4w7f9qOr9PY11Osfwta+Niz5qnR241PJPvDa272mFXC+tytr19XcriZpd20w83SloxfDAC4ZPaJaWzaWutrg7rd09hnc80kZN0e/7wVoycDAIaWcvOwe7J7ARiEUCj0w1Ke/6fBP/vZz9LXmzdv/gdX5rxG3xsKhUKhUCgUCoVCoVAoFAodzcrzXwRWrFgxfb169ervvF6v+fnPf/5f6VMoFAqFQqFQKBQKhUKhUCj0n1ae/yLw3HPPTf/57oYNG7Bly5ZvvXbfvn1Ytsz+7r9QoUK45JJLvo8uhkKhUCgUCoVCoVAoFAqFQv+28vwXgQDQvHnz9PXDDz/8rdeNGTMG+/cb/Ojqq69GoUKF/ut9C4VCoVAoFAqFQqFQKBQKhf4Tynf48OF/QN//4WnixIlo29YoszfddBMmTpz4ne/ZuXMnypYti7/+9a845phjMHv2bFx99dUZ17zxxhuoU6cODhw4gGOPPRZvv/02zjnnnG/5xH9ey5cvR61a4maBZQBq/tuf+y/rbf9nzjsvNVB5whsGALyUGFDcMdxjBOgqHJ/gXoXZE/KshiQLGlg7t5HHCK5WE5BeCXt2hn9Xi26PWKvQ6IfvtPbgjrPS2IhHjOdYaodfR2MTBe7SYKTKWo8RnK2MZUrBwfwc7QvB7ASbAw69rzG4dhqbOXIxAKDpLF+Ck28wCHPrqf5ewtCveMFjBK1f5cxhfLrWgOs7r3fg+k/+bK0ayXCcCa1W8DpNVE7Y4zEaSxCSDzjw/KEeHis3pjYAYM4ji9NY444NAQD3vuXQaJqVdBSA9j03J/D+Jg7vZ44QYA8AH88wAPiJNziU/4ZkrEY8vMUv3FYG//NKgPQAUscNHT/mMI2DAAeUv3Oux7hWD8h/1yA8X2NcH5obNGBQYPd7SVkcL7BvrgWaFdx4aHr6syU7WmbcEwCqvWH/jar+IgdoE5SvxiR8RjUa4XrXvOH91ZiHJg5qHMT+jRSTIH6ermfCwW9sXT+Ntdr1co7+7UqMBGhmAQDNZ1irNY33+PVvPMZ1qbWFNVQ/r9I6a7n+AGD+g4sBAIN6+XV83mE3nJzGPjvHzEe0HrL+qrlGl172ntMOfZzGmEsrSnnNXdLGau4lF7uxxFk3m7GEGlwV+8Tmd2hPn1/C+2u0dij/vXvM2EHB7KzJHZ702PCu1qoJDY1pWCM1vx69w1rWQMDnZauUjsZV+gAAJm8akMY4VmqwwlqlZhx3JBD9Jzt4TA24KAL4dc+k4RQ/A3BTEZ3ncVMWA8g0aOJeoznMHFFziDYTrZ1ZxeePidhltBsPcH/U5+VY8l4A8LP3rF0uxxeuGa0jXLPcxwFfq/0FcM+54dgCQL9+1qp5DE0pXrrMYzSSmXeVxyq+ba3uWVx3ejbhuOnz0sxBDU6Y/9o/nplYZzTnOL+9hKdPc4Ft4inHMdM1yXzQdUDzqwzzgN62j6oB2OIdrTI7DGBhXzM9qdfajei67zZjgtfF5IlrQQ3I+Lw6B8wvNU+qcJd99pLxbnjAs4Tmw9iLrc8HK3qfaS722aXZaYznLjVMYT5XeCorjd30lr2H5jUAMKe4mb0cc6GbvXBd6t7FnGQtANz4SNcu50PzpsjFdsbp1KhhGhvV2swcGi51Mwyel/XsS914rZtUcVEfPNWNps5IjM7eON8vo2FKlxvcaKQ6VmX0T2sa9yfNW+Z3budENQMcW8qerXpxP8+tusHmreDbbiTFs2Lnkf7egp3NiGL7025EQXMpXZM0Fdm4o3YaGzFrMYDMnMvqaPtEq6Ju/jOthO3H4572MzDzhfsB4M/b7lE3Y0rdncRhsc9IG3vN62kn2BgsfNjHgOOrRkAfnr8dAHDMB6XT2Ne7bB89poTvo6xb9X6Tlca2/DIbQOb+xHn4sJT8/U6SvEX6+5jy3KDv5Xzc39tjXOd6rmct0bXD+/L3OAAocnNy/hbXuYq9S+Pt2/yaZcuWoWbNI/C7bAgA8Pnnn6No0aIYeQNwXIEj3ZtMffEl0HkqsHfvXhx//PFHujt5Xj9o1+DNmzdj3LhxGbF169alr//whz+gd+/eGT+vU6cO6tSpkxErWbIkHnvsMbRp0wZff/01mjRpghYtWqB+/fr40Y9+hBUrVmDSpEn429/+BgDo37//f+RLwFAoFAqFQqFQKBQKhUKh/5TyHwLy5/vu675PfXXou68JfX/6QX8RuHXrVgwa9O125evWrcv4YhAAjj322BxfBAL214MHDhzAnXfeib/97W+YNm0apk2blnHNj370I/Tq1Qs9e/bM8f5QKBQKhUKhUCgUCoVCoVDoaNYP+ovA/7Q6deqEevXq4be//S0WLFiADz74AF9//TVKlSqFunXr4pZbbsEvfvGLI93NUCgUCoVCoVAoFAqFQqFQ6F/W/xwj8IembzIC8y8EjjGcCQ4e929MzTUJSGnWtf/4OupPP0lfzr/NOE/KE5p6g7VfCmuAnBTlvZDjotwt8nKUrUdezmBhWOX7k7GKyh3anMbIXFJ+H9lyyoppMtvaO8XrhYwrZQSS9aHsErJflI9Cfgqf8Zv3o77J2wOAARcap6TTJueUkBV29XM576H3JZtD7zWnymkAgPWXf5jGzk0wJs8JZ4ZsI+U2cdy63+VcME7YxsttnG8QHiHZcfvGd0ljtSsZD2R2E7+OTBR9bj6HMovYF517zgE5a4Azz8h7AoAPm620F6/nAtb6Dq0vb38LX2HD/3B5G+R/mVzk9iEAnGcEAB8vMjZUwWv9L5s/ON3adZX8urqvWPulcOfIidM5IodTc7jeMycCAGqvc44R51d5Xy9cYS15Y1ozhlx8UY5gVglbO8o3JLNLeVVcJ+QKAcBGGKtoZk9nTnGdan6xBiifizmsPEByvDSv+R5lRJEHNvP9e9PYWS1sXt6u6NcVecjYRgufdbYR6+W0Fs7/mdzG+HmC4UkZSa2neIxri1w0wJ9XmYiP3W6tzmm1eTmZRXyvMtwaDrcxHfeAjym5YFrrWUuz99ROY612LLZne2S1X5h8eNMCnpustffsmJzG1q+9EUBmHlzS3z57+ujFaYwcI92zOL+3PZ75/zW2YkP7NDZn7lgAmQzMS242zln7Q845I1Op5KsV0thnNddn9AMAugw2/lSfh50Pxrya3zM7jWUjC4DnGeBMxp0VfV64nykzsuVDtjeMeND3BrKfyNMDfPxqPOU8wPaLrP7ruGT1ug4A0LDw79IY+/VHxwinuaR1hOtec3NAVeNpre/hPC32TzmlwzraWM1s42PV9GLbg+YvcB4s9/Ksu1qlsWNaWA4pm3NspYSXpuBFwiVl05r5mnHLmlbxNVv7Qluzi8vkZF+qLrnW+te0lPePHK3CSS0g3xfwc4sy+O560FrlIo/ddW9mf+HsV72OeUj2IQB8fMsce678zppr+rjl0k0LPJf2F7aWrDQAeLluUnuO/XsaW3mB7aPKDGu4yfrSvaMz4VhnznnXr2O+bh7vvND2ZYwXSqYn4DWcaxJwTJv2b9XryZmkq4Mzy71r/dNaxTPjLWPkvRfYOWB6c/83ci1bW26eVd5zc3N+W0+nwdcTmX6XPO88uXF3WJ7quZRrQbmQTftbjai+f733pccSeyFwtrNKrci4l6rG1u3+f5INqsKd7dIQ66ayJ8udave4t8ElADL3qTuTsXpN8pB7iODx0pqhNS2tfZ37pLFhewfkeC9rgZ4VqDOf97p50R4blxXn+dh2GW9jq+dYSseWa+HD2+aksXIPNcY3Rdbg+tsWpzGuwXaD/Vy8+ipbH4LSTJ+9e+usNNbnuewc9+A6LlJpZRobV74GAKDnYL+O7MkRN5yYxgY+Ymen+wbJWbWKTWrth6qlocVbbS+avMj3Iq5LPZv8ioxy4eVyX+6yY6YHHzegX5HCXhe4jjP6si05NMoGde9Wq7macy1uA+YJbzMYgUdWZASObn50MgI7zghG4NGicA0OhUKhUCgUCoVCoVAoFAqF8oDii8BQKBQKhUKhUCgUCoVCoVAoDyi+CAyFQqFQKBQKhUKhUCgUCoXygOKLwFAoFAqFQqFQKBQKhUKhUCgPKMxCjrC+aRYCLAPwDcBq+XdyvvGQkP03nW1tP6Hz9+uf8z1f/J+1x/3NY5USer+S/RMniOmvOQSbxhYKFqc5RQak+O2CAIDqbx1MY6d+ZK2C6wmv1c+jAYUaCaxNgLcKgX/uamvVyIOwXIVLE4jdQwC2T9xqLWHnAPBQD2sntPXYW+dZq+Yj/DyFCV/+orUKKqfhgF6nkGPqspes7X2/x2gqcvb7Hnu6hbWcAwD4EAa1zr7KodZtJlqrgGaaC6j5AftCuHVu5h40AtAYxwRwwLfO1byrrH3wLo8RQv2a+H0Q+D7/qpylp9PjDvOemxihfHiCg6RJR17ZzJ+b9+A4AcDMZnmgrL3t9H6aFdA0B/CcJLQd8PXENQn4/K4VuPSQWWbscPI8h1W/e461yt+/9FVrDy4QSHeyWEf0dPA/84RAccLEATcQ0Rz55vWA52nLsg6fPzzI4PPjZe3SVETF+xHWDThkX81Hyr2YGASwuAH4bHx3AJkw+zG3WKsgdcLL9f5qpkARbN99cME0tvBKq5dqDMIxmHQop6FF40MOuEejuQCAmYvcfITdV+OGdrdnAQBOK56dxgin1xwhZJ+AfQCYfIOtyxvhRh7cMyb3dSMF1hs1gmB+VSu6MI0NO68eAKB72U5p7PBt1v8r5/l75+c346WMYsric82sNLSxlgHPZzT3y5g7TTvXBgB02rA4/dmovjvtxe4Saaz66/ky3gc4ZF8Np/h6l781nWc1LajwioHo28/9OMd1q871mnbRW7ZOWD8Br/W61mjqpOYQB59NTDN0QfFNdKcAsP36xQCA0n/2nCu31XJOa/0VL1grQ4tiHYcCAOZsuCeN0VCFexjge7kaWnx9KLlfhyc9+GQHAMDKS/2MwFzX9cT95vkrPXbl89Zml/fnSJ9XnauSHDntFTe04HzR0APwtNLjFE13xMshHd4hm8alsYtuNsMGPcPwnHL9U9bSuALwNdb9Yq+VReqa0cG+nn7WOrmXmWJ8/FGWv/mMbQCALZXdlOmBu61VszHmP80LADHGqeXruekzluvJVADw3NR9PjfTh3oT7eyhm//CWzdm9AkAXr7c7jf0Lt/T6TfwTDO/juOt+w/7z3oC+Pw1rNvdg8mmccwzTdNQUg4xp4HkSPIgTTe4acfMQmYWsuQBr6WXLEvGaPYv01h2X5sjNRHiGVTPpSxLavTGPVjXcW6mP1xvnbp5vnafuzHjMwA/39YYXt2DF7xhbS8/SB580PbFgr3M1GPogQHpz1i/1OSJZ9Bbn/DYG+dbq3Xuo1OtvQRL0tjqA2ZIwvMnALx0GXLEuL/ruZ1avMj39FG7re+6nJmbf3ZPw/Q8rmPLuS+4TMYnKaZLFvkYXLzM2nyQc2JyntpypecIc1NrZG6GKU3Ptc+e+Zzsj8mgbr/UDbZO/8BaPXMfPD8bAPDZ1qw0xmfXsap3s9X69gfcYOvJ5BySr/jONHbTQyUBZNYA/m7VsIqP8+StNs437vb8b9zR1sScRV6PupexeqQmR/x9Quvb4k5PAu95QQmzkCOrMAsJ/bM69kh3IBQKhUKhUCgUCoVCoVAo9O/r2K+A/Pm++7rvU4e+OtI9CKninwaHQqFQKBQKhUKhUCgUCoVCeUDxRWAoFAqFQqFQKBQKhUKhUCiUBxSMwCOsf4oR+N9U58esJXADSCEn6wufmYYqv2kt2R+A83XObO3ciS1TjDuh7KC3K1qrbKPlySMqm6rnYGvJIQGcP6jcOXKbzhV0IpkVyqwjq0s5M+TjkSsHOKOM9wecF6h8QbJa7u+d873KhSFvSBkdZH0oB40x5erkJuIbf/Jnj137rLXKxWP/RnX07/ezK38NAMh6w3k57acYm4lsI2XzJAg+dO91Yho7XNy4RPtlbM9PsDTKR+L9lVM3v7wx1/pMcY4YOWhkMwLOMOlU3HMJg2SgQzn11Y/Sl11G2jyTxwY410Z5NOS8KNuIa0d5NGQ53dffcylrnd1DGXi/+bW1ZCYBvn51TdRKmDzMW10HZFwp35PrWD+X+aXPQ5HJpX16/2yP8b7KEyKHR7lu1Xobv6v6qXPS2KrbjJc4v4TzEslwU24US6ji2vhar2Nt0XpD6RiwX4N6eeyVOjnfQ6afzgv5T8ofbXfCMADAWZ2dscXaqPxR3qPCm14zVte0mpEb87DdzRelr4+5cAUAYHhX/zmZVMoyY13lugd8XhUHyHlTbhnfezC//HfMZKCHjXYeU/dKNwEAVo6eBCAzR8hGVE4W1wFrOuD1rVp5Zz9Nxo0AgBtvrp3GBi5aDADoLbzcWxM2m/IFU27hQ2elsek9rTYKlhLLkyPBHskH1mldV2R93i51ON/nxh9ceZkzOnnfYuVXprFOrWsAyGRxcY5y45Lpnsm81vpPHhjHFvD1pgw+8tCKzKvtwQSYNn9TlzRUeL+1yi1jPmj/fvaetYo5vueAMa52Pu2fd8671iofldxiZSLyug97TE9jC3e1BJBZUyjl+XIv5+dq/eIa0xq9omqyxmRwt1y6OUc/ucZz44WqWN+1puXGLm13rtWAz+4flsaYX7rWyADTuWdtvrGjr/uGe23d63rmHqPz0jdBV48oelMaO+tiW5/L5djLc5qe5zi2Wqt4tlTlxptkvzQPWzxtreY/2a9aF5hzJXZ7LN+Em3J2MBngLR1eTkNn3m7jPPktH2euX2VQksOnLGmeo9YX8lox/7bNeisAzoW8r6yPaeMTbExZS0fUrZD+bODTxsDTOeV+nF3Zfx2c3tz+PWHLwX7/YSPt/jq2HJ/7SjnvdfJrxnvV8/PHPRO+phw0WhW166atG+oXPphM9Iv+y0b1ojamqwpk+XXJ4XffSGeXci71/DrzFju/KpORc/DxLO/z6vHWl2otfH9sdarNG89DgI+p1rkzz004ewuuwDf1WVH/d5nFrknGQCcw6djMMn6+aDoxZw1nqilHmPW68QR/XoINDy6rl4bIMs/t9yM9C7ZrcJ29ECjo0L62998z+jO/8JOTrJXF2GvEfAyS3/uCEXhkRUbguGuBQvm/+/rvUwcOAe2eDUbg0aL4i8BQKBQKhUKhUCgUCoVCoVAoDyi+CAyFQqFQKBQKhUKhUCgUCoXygOKLwFAoFAqFQqFQKBQKhUKhUCgPKL4IDIVCoVAoFAqFQqFQKBQKhfKAwizkCOubZiHtbwTKnG6v7+ttIGmaOwDA2ErV7YVSj0mvFdJ8l0UGBB6x/16/jo4b6tKQUIpPaz0kDdFkQEHgXYdbq8B3gugVtkwouRpQfFnAWgXm83NoOqGP0XqKx8iiJWAf8MeksQUANJxn32mvrPl1GqMRCaHjgAP9FeBOmLY+L2NDevnyWHmBQX85FoAPpYK9E1Zvhp641VoFcZPHS0g94GNUZa3Hai63VmHaV82zVqH8BAHXaOGA9JVPGzS9xnmj0tjMXQZIJjxZn5v3Lfi4Q8kblzAouUK/CVtW+DCfY04DNxlYctnBjOsBzxE1fSBUXo0Cbpz6ny1N5d61+Xuyg8doIKB5Pfa2ZL0t83U5YuoqAJnGDYR9p4BlANh2BgDgxLYOB/+0+H+4xF5gBPciL9VIQ4TTN5rrlxEQrTBo9rnMNo9ttS6nJjyAw9UJnweAmydY27efxwg3V9Oa7Eq2Fie38bVIMDUNES543a+f28hahW8T1q45QnONg3tO9uDu4gCA+T3WpyGuoRq9G6ax6sUN5q2mABwXBdyzlr18yN87c7y9V3Oz2osG5276yqdp7M6HrVWY92+S+nDZix6bd5W1Bd8u58FzzPGg/RgHi49dagYVB2fciG9KzZNYI5vP8Bh57KwTADC7ibUXL/MY51Jz5I5Hrc2+bGcam3lxSQBA0+GnpbEusz4EkFkDxjayublo08dpbMVt2QCAcs9kpTHWQ82bsSXMqOVwEzdqeToB4atBAA2kkqkH4PWcZgSAw/CZe0/c5j+79BVrtfa+WTnnvWgconD8jqNz9p3mFXVe8Rjzpe0Ej/XrZ+3jt+W8Tk0krnw+6fOtHuN+pnvmX06xVusr57LYxMZpbPX9NqZVZV/JN8Pq1uS5v0tj3B/VtIZrYjPcNKD2VjMN0D2BhgNqBERDL13vnA8dl6k3WKvjxyPOx+vqp7GZo800QNci+6drm0YLNIQAfI7UnIu1gmcUwOsR9ykAeKaZtbr3szbq/snxG9agQo6brV9r67hCZzco4MazsIObaTGvtC69XMnWVfblvq6Y37c97te9eLm1N0z1GM8IeqYo+EXyNwAyWZ3WrfhmKN0rq010s4mVHazW1ngiK41lIRtAptEbz2cHH+iTxorcOQBA5vmL55qSH+Q0NNNjLueDZzPAa1qHJz3GvVxzhPXywzNy7sXbT/Wayz2wYKOZOW5crvV9aYgmKnoGnVPJ1sfMHj6XNHnRsWceqnkRzV2GlfU1yzq4S+pcyTeT+nvGBx583IpEJ/gZj+YWNPcr/aTvZ1mlbD9Tv4rbE89ArXPMg/UVZcz+9JMcz0jzvOxCvp/1edpMmzSHeVbOzSDqvHUeez8xIipXxc16+ObPKn6Yhoq9a2vi8Km+Jl5IarcadvHcwLoNAMOusbma3Nefo3WyZsbL7xqUjgsNs/S8lNtZgrVlWj83sFpZ3Maoxmw/w3Cv1N8hcjtLDCuU1A3d6It/Ym0vdwVrep7lqZopUmpexL2lRl036Mu61t7L/AZ8Deo+P+11+73ixH7+u8aPFgO7mvo1YRZyZBVmIaF/Vsce6Q6EQqFQKBQKhUKhUCgUCoX+fRX4EihwlP2511eHvvua0Pen+KfBoVAoFAqFQqFQKBQKhUKhUB5QfBEYCoVCoVAoFAqFQqFQKBQK5QHFF4GhUCgUCoVCoVAoFAqFQqFQHlCYhRxhfdMsBFgG4L8EWN19krXinkEos8KbqUoC8CUEV68jVJsAdAAo97YBnw8f5wYn+d420HT29Q70p8lA5Tf9vX/8ubUKyCWIu8dDHrv2WWsVBk2Yr5ol0HCAphwA8M651iqEmgYGBIIDqYdKBvyXz0uQL+Ag4lUlHKQ+4hEDECuonFLQNQHqaohAqPXENh7jWJUQOPFbCbCYUGjAIffPX5XzOoUx70iA3oQd61gQCKz3uj6BKCtQnaYTZwtwmsYDClknAF9ByLyfQu8P1lxtL4RgnXV3SwBA9v0C7p4lyZEH1P0hA5mrGUD2O63sZx9NS2PDyhsM/OQq89PYxzMM5Dxs64g0RlD5Oe/653GNMc8AnzfNr4uXWquAdOa/mhoQjE5QOuDr6N1zrNWc57rSZ2Sdue9Ch5xXKGPPputZ+0zdd7OtxfqbHARO8wPNzUkX23UVDvh1HAuFZROariB89lXrDU2OWHcAHzOtaSM2GNR9/VI3DSBYXNfiz8w/JMPIhq8Vhs51T3C+9k9Nm2imQAMMvZ+OI19fLgYnNLfgfANuVkCjHwB4u6K14rOTPrvWNBpfFFAzmMQEhDUa8FqrJktd+plRizrZ3PuW5YZy1GmiQKMprVUPJHWWkH7Ax0pznnOamzGIzgFNOGhuAvgeogZDNHEY1tmNEU7eY3sljR4AIOshM8iYM/LlNMY1oeZcHHuOJ+A5rgYw3PI1v7QmUxUaDbX7brgnjXGt6pzWSgxnaDgFOIxf858/17161QkGzD+mrEP0uZ8okH7AtXZu2Hmpnxu4Z2wuUSSNHT5+HwAgX5XV/uZksNR84c5krvPN85rS9IDljdYvPq/WqCLbLOcOF3dzoHy7Lba9oseYp1z3ajzTtLxB+Re+5qYTlJpJFHvRDOGqY1Ua47aoZ60ZSa5pDWJOcm0CQJfifTI7BWDclMUAgHYH3JBhYFnbb++7NsvfnLifjJq6Ig11mmLjfdq7Pgc0/FCjEebajU96ru876WCO/tHY5dE7PMbznObrmFsyfwb4+lTjDc4lTSwAXwtNO9dOYwMXLQaQWV+5F9H0BfD6wfsDXgfVwI2+MDTeAHw+6j3vY7C+ck4jlKwLbU+Yvsf3BK4F1hEAuGdrMl9STIf1tM/TPCj3UKbxUr5BYhqYOItd9Jqbea0onAUAaLw1O8f9dU0yDycN8rV78jJbzxlr/NBF9nm7PW94Hta9hnOvRmHcp9QQi8+WVWlyjs50LzwgDQ172mpA/cHV0hjnXtdz9yp2hvrsNj9DFWthc3DvGT4HNDRSkyD2X82qWL9072DtqyXmXLmNKde+/m7VdGKytqTYbxxtBnS63zbunwUAWPjr7DTG81mbiX7dvqVW81rt8fMh6/+wPW4WUruu1Sb9Xegnf7b2g9M9xvGY1Nr/lmjyT7/GjZIDYRZyZEWzkCmNjk6zkNZzwyzkaFH8RWAoFAqFQqFQKBQKhUKhUCiUBxRfBIZCoVAoFAqFQqFQKBQKhUJ5QPFFYCgUCoVCoVAoFAqFQqFQKJQHdOyR7kDoGyr8V+DYPfY6AVXNyd8wx2WN5wrasa1Bi6p3bJeGyAkiQwUA3koYTMoYIsdi2xkeI3pJ+Xjk8in/Z1oZ44CUb+4cEF7w7DWj0lD3Bcb4UY4LeSLK2yM3RlkZzZ6xlvwhwNkWa6rmfK9ym/js1R6qncYOXr4YgPOjAGd0kCOmfVDuCdlQ+t5X6ljbc7BzxsgkUa5hbjxAzpHyQsgoU77N2EYn2wuByuw750N8U2Sw1BQmCfky753jMbJsOKc6Zrz+ntYVPJhM3MLiWWmI3BPlRpGr03LXwjTW+PZ6AHzsAM8vZYa1fOP8zM4ByK78L+JLz5DJIght7tX/2mccZRrWI5cxePdnAIBzH5BYj+cBADcPypeGLnjd2IDKsiFfhiw3wNcO+UiAc3qUT3Rja+OW6QKdfKutbc1XMpdW1HFO6M6ixkgqcrExarSm8f6j9jjH6KIGQwAAfRY502ZAUas3nbd5vSHLT9l1fabYWlReFddpkaecGbavovGTWGMAX7PKw8l60/572fyrnKlEtlyHJ/06wVum4s+VB3XiDcYgGiRsqqdusPYU4bb172vtPQ1qp7GHEq6VrjtyqrSOkKN4xQs5+6R1vcbg5LMJHIMzkoZ39etY95Xt1ft+a3Wcy71ymr0QOGH14jnHmZ+tvC+ttRR5TII3w4h+xmTrONpzgzzKrDHV09hZJYyxRtbhkx38M1jrc+NSKjeQfD9lD5L7lhurrOUMX6+tptpa1NrHvSv7fF8bzBsd29U9jQ2onF4yKtdV8hjZjcrd4rNpjLmhc8/P1vNA0/OMDdh4q7Pj1q8zdpyyJcmhUpYmNaqrPxsesUkdU75cGrrwtY3ffAtO+Yu184Rvi44Gqu3b30NcE2U37UtjbRKOV/XyzgVj/16T8Xss2XuzSnnerEvGRcf0hSvYT+lLks/393Jm48FTLQ+Vc8l6yTloWsiZZlum3AggM+dufcLaDEbzJnvzhK4e4nvIYAaALT+zcT6z7rg0tn2BnQH1bDQCxlBbK+uL9Xrn+S3lJtZUWZudhqqusVbPMjN3Gb9sinANmWvKj2WN6jLa86HIu1YfNtbx8wvzX9fTXQ9aS0Yb4GdVZcSe9Im1es4tvdvuN26Nj1XTXUsAAOVKXZLGuE8pC5UMRrI8tX9agzY+bdzFJrOdT7eilq39/oV8D6ZW1/QxqDDG9rGZj/g+ltXRam7LSvK3GcmmNuyQ8zpTGJ1AZ3eUMs6dIFNR/VSruXuSPOxeYEj6s4sTliz5fABw05RsAMCkpZ5LF91suaS1j+M8qa4vLI4P91jriz2bMjJbDrdz7GfnfJzGvr7e6kzLGQ5hza5k43dfVd+r7+9tzzOs541prGdyVCzTw+/x2SarAV1lPbHO6f54UyUbs2LL/Zy7/TKbA92nBif1X/m7BefZOWjgIq8FPH8svt/PvrjLQHuDezpDtN7vbe0UzO/1i/zZT07yt7Z6zn7e8blhaazcu0luyNxvbPY7AJnsce5f++7wuexTxuZSf3/jGjs80pmlv8gFwb1vvLGmd5Ry1jTz4KEefiY6eSaA2jnfHwqFjm7FXwSGQqFQKBQKhUKhUCgUCoVCeUDxF4GhUCgUCoVCoVAoFAqFQv8Dyn8IOMpMgzP+ZVzoyCv+IjAUCoVCoVAoFAqFQqFQKBTKA4ovAkOhUCgUCoVCoVAoFAqFQqE8oPinwUebJt0EVE8gxwmpvPFoMQxIjAIwV94zwQiwqyY4CXZV0pbt5eBiQmk3vnZTGit34SQAQMW3/eMILad/AwCc2WIoAGDYXgcXTx5tQGCaYwDAoqfMJKSnALEJkn6zsscK3jUQAFCirINq2b/C+/06AqcV9Ht3YpKggO9GczOvBxz2vbPZ4jQ2NYHyK/iZBgoKZid8t5YYbyy9OOd1hNTTOAUARgy3zvZ5zWHCCoynug63VsePRiSEwANA/74GV1a4M+HdZEcDPn5jbvEYQc6/Ftg3x69UAq6nyQcAtCth84zXxPkgoUDvkj49dX1mfwEHCA+8sJ73KTEiadyofRq7Kf9YAMD7Z/t7ay816PBinVRqmzg3JKYGQ3c5RJkgdTUDOHPuv2g08kPSOe8BANrl/zINdX/I1vk1T/tlhOwrSL3GMwZrb7jOYe1P3GptFYG/F/k8+W9E4nKx5DLLZzUc4NrRtU1oealuDmufkvxTgNVLzSREYfac8vmzHGh+QrKeazyRlcYu2m/15oQ9/l4+o64v1psBpTznHrzLcm71/XPSWM3l1hKIr5+tRgsn77LcPPcdj9H4SM2OaDKgxiBca1oz1JyHui4BlKs5Cw2SKq1bnMbO3pSzf7ktmUtutho/f8akNMa1qkYxpLmvfKtTGjrwvrVqAkITo4cEzM480OdtWN7y6kBRz6/H22bcCoAb2GjtY940kr2tWqlkvuheA2DmXHsmhbqzns+ZtSpH7NJXrdU6x3FWg5xRW632Ne7ve9ycWicCAC543YHv7ErRvf5eGmksrOP77aLEnGHItW6UwcI9tIGD8O+5xgxOxo32vtM4RfczrhndG7hXKwR+zqbuAIAu+b1G0mCh+G6/jv88h2sY8H12+1I3kfjJn63VfZlmCjp+zBF09g1o4RSbq/KyxmgoocYXc5qYmYLmcqdZtu+V2OUx9lXXyaRGNkdLmvgcXTLxLADA8PFu4tWws9We2nvcLIRmOmrUwtzUNcuNtJAY/NAkJN/uE9PY5K7Wh+foUdXIN6UzX6ttL0Z29g/Z1RUAsPmnH6Sh07ZZDmmdZS1Y0MBNJx6+09rDXd0k7v7E3EDXLvdqNUPjnlnyL/K3AMmgzrnFzRzaTLSWewQAlNmW8zFK7k72WzF1G1g8MX3oeFoaO6ZUUh/kPMeaq2cyehetesRNa25MNvidP3GjBRolVevv5lOTm1teLZUxmHzITEIKyXmJa4ymCQDQZWTyHLWkM93svi2edpOb9TPMJOSQlyUcqmLPe8qrHiuQbNF1XvHY/EG2j+l+8ptfW/vY7W6+MCcp8lWlRp6W3/L5lX6e11wfasa36gJ7jmLdkg3qBn/Iux+w+f36Mje2GLzBzmzXVPVcKpPUmax1fpa6MHnG7E1N09ispH88CwNeo8TXAtW32n11H+AhfckOMa1J6upFxX2vPpTUV83rvx1nbb5tnl+H8lt+6Zmn3s2tAACNC09LY3OeS4w0Lr4/jfE8rKZf7yd7NY1q7EJzItF96r7eSS2TSR3Xw2qBmuBQB6f42aT7Xjub6Pn+5ZH27P0+8n0iPeBLB8s9ZD/vtMPHKh3fRn4YHDDXjD66zOqSxpjrN4u5DetryW5u3IYy9kxqOsfaWHKwP8e068eiFUKh0A9N8ReBoVAoFAqFQqFQKBQKhUKhUB5QfBEYCoVCoVAoFAqFQqFQKBQK5QHFF4GhUCgUCoVCoVAoFAqFQqFQHlB8ERgKhUKhUCgUCoVCoVAoFArlAeU7fPjw/zBV/+jX8uXLUauWEMEv6wWUNEOQmQduBAA8eJf/eNWB2vZCKd10jCD9G3CwrMY+OtVapab3GmxtISGBz25i9x/tZhcJHzcDqk2N7uivCdDtcnNWGlv462wAmfBrAsM7Clz68hetFS58ysXVMfjmz/Rz2E/AgeIKGCZUPTegP81AAGB4V2uLvOmg9zk9DBZNyDTggOR+/TxGePMiMUxpkEDG9b2cQgXm08Bgc6GT0xih6WoQMCEB8H9ZwGO3P2btkJHb09hnB0oDADo86dfNrGIg9YUdNuf42eZ1Bh9e+JjDh3mPhhO8T8yrg6c6oL1nkkr9+/plhZM+3yqmIqMurgAAmN9jfRq7ap61X09xI5tW+Q00P62F/PeKZOIaL3Bo+pwmeaCEvf3z9OUx5W3c1CCDubZ5g0PTccHrAIDuE3yOCGHX93K9KZSfBgF/OcVja6tY++vfeIwmBANa+DpZ0sHWia47vqaBj96fpgsFuw31IGta5TfT0L3NswBkmszMbGSQ7jnNPB94D3lrWgYJzge8HmlNYw5/IP40D9xtrcLdqcdu99eE3Y+AA7m5aPd1HZuGznnX2tRcAQ7yV3A9a5XWB9YPNRxhndMa+Uwza299wmN8djWG2njI1uK4h30tnvpRzs9jjmj94s8V8s9n0trHmqz5wDHnXAFufpBd3OHvQ0fmNBeg4YXWcO4FWv85b3xuhdmzlure9fUhy6U+D3gucSx07gl/Vwg8DVh0XrTPFPNLTVcaw2rtztccDM/9kYZSgOfwHAhAnhuLuIUM3GGGXWoM0ql5bQDA9usXpzGO97DObtrBDk7f0T0Nce6P/9wvY10oNthNZlZOsfvWeNU/ryBsLHWf52vu94DnlRqhZM22feqzym6MQHMgNfghHF/PDff3tvbROzxGsxWdl/taW906WNGNIGhCc+2zfh3XYOkLZ6ax6fnNMKFlt+ppbEkPM3xhrt9TwsexaZlhGZ+lz6HmJzSYULOS89+wVg0KmEMFa7npw/bE9EHzkMc9XRusfY1zMdVaXcXNA5hWetxkrqtBDddTp3eWePDVSwEAp+1wA4wPl5qdQMFr3biBZ63c6hzN3QA3s9K6NO1Cy5H5t3mOsC7ofsY9Rmtft0esVWMJ7nHtLnQThNQVhUUVSA27siv5WHG/0SP3JydZq2YTrJfMZcDnQ+eX86XzxjqnZ2nmjhrtcKw4b3r9/EWWh9Wbe27y5x+fKvkw1QrniNd9rhL/Qny8Vs4ZVz0PANhY1seCJhZo8vs01n6M/Vxzk2fF1FxH+pykDwCvhxWeqeDBin+0dvYv09C+662WFinqZ2Am2MZev0tDrD2bO/ja6XStrZ0npAblu2GyveDBCcDJ26y+NZ/h1424xvYsmuEAwNfNrFaosQr3m1GV3FzwxPJmHqO1jyYrNJEBcjfn4ty3nOg198T9VnPVzGrzT21es970OeJna50pWWY1AKDcU9XS2Mbxdi4bmN9NtFjDeU4EgL71gR5v+P9ftmwZatasidCR0eeff46iRYvi6QZAofzfff33qQOHgBYLgL179+L4448/0t3J8wrX4FAoFAqFQqFQKBQKhUKh/wEd+xVwlH0PiGO/OtI9CKninwaHQqFQKBQKhUKhUCgUCoVCeUDxRWAoFAqFQqFQKBQKhUKhUCiUBxSMwCOsHIxALAPw/XMVTtzt7AiyU8ipAJxlozwJ4omUWUHO3obyHiMPSjkpRIApeyZBE6YcJX3vnQ97jLwQ5eqQ4aTvJRNI0S7k/7R42mPsqzKVyDBThhVRMTdMzfl5ZHwBwLyrrNXnJTdGeVrkvbx1nsfItdHxIy9HGYE9HrJWmTKch3saOX+k++vGHyEHEfDxIyupyeyc9+IzAM5JrHDIOUpvnG8tx0Tvr2PGMVVGDXNEGY/ML3K9AGDm/oQX2HYiQqIv/g8AcNEaZ5mRL6McNuaQsq7IPMuNX3bCHn99ZqmVAID2N9fIcR2ZXADw4V5j9tTf4Yw5Mp8e6ebXfZNDqP1krPwGjzEPi82uncbINyv1kV+3JmE6VV3rMfIoR8H5ZdmjR+W4B9en5uvPE+zQkx08xhqlXMN3zrVWuVbkJ+l1l71kra57ri1dO+Q7cewAoOTghFMlQLRxj2UDyORQsU7/vonHOC7KY2ItVc4fx0BZo9vOsFZrPet1yUJb0tiSMmcCyKzDXNtkRwLAHY9au/6d69LYykeM18QaDfhYaq1gTVF+a+EEZ6v3HVXKmFQrH3C2KWsPuWDKleM6UD7Y1UktfdpxUGlu1jtvmAeTBbC6kPOqWEO1bpJT98StHiv5QcHMBwPQ/ul9AJzrBfgc6Vp7/QJrdV44vzqnnCvWeQCoMM9YahlgsqQI9KnkDCuO88Q2ftmZg43rlpHECbjs3gec/8Yc+o3wD5fWyvkcnGeODwAs3mS53umQszTJD1OOI/cH7j+A7/la58g/1L0/QabiTz/N+V7Ngxrlx9kLKQyNS1i/9NzQcmnCIZONrMu1l2Rcp3nL4dPnnv90wiATENyovcbiEixZ2hVlEfPsoWP7eYJbKvhi7TQ2YtZi69tw/+/+N02xeZvUwLm/rRZ9/M3HSWvZmTf38WDS13Gv+Vy1u9aYcfNHzk9jfN6f/snf+vHl2QCArIlZaewPla3N94VzztZXtr1NOX/kjvLcCQDFPihi9222L42Rq7mxrPydQwJCXv96uzTEJahsPe5TheWsdUpSK5Tf2v0Cq2VD1zp3jszEjbv8/JUblLfPc9kAMtcskd4vzx2Rxsia7fKs8O4SMOT8qc7tI0eR+Q0AXRrVBwCs72qcbz3j6R5IcSzmV3I+K874wNqPBBScTMLKkX5/fp7yFz8sdCIAYGEz5xPXm2ifvaWmc/S4N+jvEFz3yhBl3msN5zN9vKhVGqtdyvqlYzsx4WlfL+d27g36ewX7ksGcntDGPrfMpDS0uJI9W4WP/Nl4v/kXnJjGDhe3nysfm+euXoM8RnS77unM4Tcu8FjP5D36+wJrqf7+wd/flGHbpbit32F7B6Qxcv6KjPHxmznLxk/PJvw8vQd/F9Fc2roNaCio+WAEHlmRETizHlD4KIPA7f8KaLowGIFHi+IvAkOhUCgUCoVCoVAoFAqFQqE8oPgiMBQKhUKhUCgUCoVCoVAoFMoDii8CQ6FQKBQKhUKhUCgUCoVCoTyg+CIwFAqFQqFQKBQKhUKhUCgUygMKs5AjrCNuFtItoeU+cqfH5l0JAGi/w8HPhNjTpAJwiHfnkR4bcYPBchu+7iBdgrMVQs3PUQAzYeinihnAg3dZ++LlHiMs/sw/+/fYrZ42+LUC18lpVqAtQeoK7B7VPAH8qltCQuBXGDTND96u6Jdd+qq1ChEvutdahd4Tek2gtN5OTUpyA2ITZq3gc95DzVY4D2ds8xjB8i8vHZjGVi66D4CD1xXUTHjyL3/vsfd+Zq0asfBzdxf3GOHEH77mpgDVy9j4rdpbP41VKGUAawW+F3kjAe9Lkiy80oDh9ba5SQk2nY1/RvsK5cvR5xFd/0dKXaW3rJVFMb+tgd4bzsu5JjQPda1SBEOvOMHND3ZeauYfCqK/9QlruYZUaprBdaLrnRB2rvunrvef0bBCP4Pr4MbO1dNY+3WrADi8GgAqLEvWLonpAO7dPyLjMwBg1ayhAIAtT9+TxmiyoSYDNDFRsx4a8mjN4Hq/TUDgr9SxNmueA9fPOmRgdIWXL15q4O6zWju4mz9fvMENTrY8YAYnavhR7/cGx19ypcPxaZqh46fgcYrj8boAyF+4wlqCwwH3LWg8/Kw01mfKZgCZ+VPypSwAQPUvs9MYP2d/Yb+O/arwRpE01mW89V/NAPgcOh+sjVqjsjraGK0ePyqNcYzUQIQGCzRJUYMczqXWr4831AYATB+9OI2xXms+MJfPe8tjj91ureY8n037zrqpdYmmCvrcfB4Fw69NDGA+3u3r9HBFW6fvS45wfm9cusWD25IiUEk6PeYWAEC5E1aloY0wYyg1FVm5tSWATPMwmnPpeHPuczMK09xkTWkz0WM0ubj+KY/1vt/aq+Z5jGtf7zE2v5lKjVjrQH+Orxq13LjJDJDUCaj7Ahs/NQyi1JSFa0LXFeH53IsBzzHWEfVX4XOr6ReNx+q84rFf/dba92WrYy5pPaYRyauXeuz8N6zVc9Dtj+W8L59NDR64nWhNo8mYnqFoQqOGAtxj1Cxh/g12BrxljF/Hc83YFl4LmCQbr/J9ns9JIwV9r9ZDGmRUGNw4jY1aYIZBalbF86vm0tcjzYxj2FY36OheKDknacGm0ccpf0lDWS+VBABkV5YzRT9zuajewOv6qglWozYu8rrOOddz2sxm9jn3DnLTPo75jYPFwCMpJuPu35yGeO7Ss/Q3z5blHvLxOa2KjY+eY4t1S8xgdCEwiXWi+SZNWHZUNpF719gZb8jVXqtq77K1pjWStygsJhPMLzWnYG5mlZ+exoaVsrqkpjo018i32/Pw5EOWh2q006mQmT/1Kdo9jdGwRY312t1p/d9ypZuhsbbouucQaM6x5mXk+k/+bC2dEQFUOMEM/VjvAKDlptUAgJ1bq6WxkvkT05iPSvlzPG75QoMVwNcinwcAhtWyc1T3ZV7rOdVa0/i6YfOb0hjrqqYGa4Sam731OdDpHf//YRZyZBVmIaF/VkdZeoRCoVAoFAqFQqFQKBQKhf5/lP8QkP8o+xuI/F8d6R6EVPFPg0OhUCgUCoVCoVAoFAqFQqE8oPgiMBQKhUKhUCgUCoVCoVAoFMoDii8CQ6FQKBQKhUKhUCgUCoVCoTygMAs5wjriZiFULaFaJzTf7LXt0hDh3ASlqxQ+T/ivgvoJ+FZjCwJ5r3zeYzTDoDkG4OBghbrzcxRUS/g1zUX0vcp9JoBYYdrsK40yADdCUUA6+9d1uMcIsN7h/N70Hgrw/bKAtYSO6z0UEk8AOPsOOLA++44lHnzpMgBA1oaDaYgA92n/j70zj9Oxev/4ZzCmmOz7TpLli8lSdopKwmTJGonwsySSiLIkJaUimoSsEV9L0lfJvgtpkEiSXZasgxg8vz/Ofd3X9ZixtQ3m8369vM7jes59P+c+9znXOXPPM5/PFjUGkUa0G3HJD4ngv3y+aGEDKqJvzRxEfNiK7Ysoub1GMVUosV5jIgJ/9y8a6zXAlVb0O/l5V75ZvIYGa5rBQeJyJL3/clsZJ4ht/W5ELHpAL40N7xD8HqCmB1YMWuaHFVdf7qWpj9rGbcpjX+lrmTPWWOiS9zunJQ+6cWhNEGRuW8MKed+e4wdPpzykl47v0ftfDWovoOLpdnzNquOWuRy7VYz97W6utDktuSeW/ZUR5ReR8TXJI/zYtNejAQQbQTQeGwYAOJdK56TorMvcAIAC77sxfn8GNWMS7XAr6C9+DXbejWrjriNivV5HswmIg5iZiCEQAAxN7QmAm2S68wMnmp6nrIqwi8r5oZ6j/JDkoO5GkP4BT6jfmhjZfCl0beiEyg/VVKHyTJsyAwBW1jnox8p1cSZDUQvVoElE5K1eveQPK3Iu97rTMLOdyeqS7ZL82QEE962MEWvKJEY7gWSaK7/w1hpr+pB2jxN/n/+EGraIwVWRYtqP+5Y2jtNOMUGw66OMXSt6/2XN4M8CgJgsMUHnAHRts8L6gqzFgM4ta9Aha7BdayI/dZ83q6lemwjhW4MOMZKZ1k1NC+TcVvhfzBysQYDkio/+T2OSg6yZlpgftGtYxY8t6bMYlyPts3NRrt2ut7JvsCL/YlRkc8Uvd7vSeEP4/WdNweQeWgOdR+e6cs0RN8frn9E5Lh4labdm9mORq934/1y9A/z8anN54zdcf++roP2d/Q03n7cNUJOUAnWdKVK6l9QUaWtBV9o88q7nDWfH5jtePmw6UWMyNrtmU1OF8RtczrBjWOaRNYURIxKZr/aa7OdKnrOmJ9m/dQYZS5ru9WOV3ygPAOi9YIUfe62Z65f632m/xGe+I/vM6Ao6rh+e6ca6NZ8SYxPbvl9PRAAAokZE+zEZN9Ys53/OYy8o58p+zhpsyV7H1pt3xjPzMJPx/kLuvsqabdtl97ky/ios15jkDzG2iN6g5g+bB7nzWhOXFaEuR08bpDla5qLNfZKH5fwAEFFsfHBDAMzp685TI3SWHxtYyF2jXa++qO3KoLHexbVl8BRti+QHm7/2tnFza/553TNWW+jl/1/y+bH5rd3YqDZVDUQil7n9kv2Z5NLGCPfCOF3tbOrG2giz55ExLvcW0BxkDYaKzCyAyzn2gDPEsTkgR6zLAXtyab3n33fl0Nxq8uIvMibZNznsTFmsIdyKst73e0xCPJbF7UmsOVDDKa60e/jwTW4+hWfU+RSTKu4jgp253P5D1lEAuLAK6Gc8ZGgWkrCIWcisyjenWUjkEpqF3CzwG4GEEEIIIYQQQgghhCQC+CCQEEIIIYQQQgghhJBEAB8EEkIIIYQQQgghhJCbkv/+97+oUqUK0qZNi5QpU6J48eIYNGgQYmNjr32w4fvvv8ebb76JqlWrInPmzAgNDUXatGlRsWJFDB8+/IrnW7x4MUJCQq7676OPPvo7LvVf4Sb7y3GCSouBDE4z4tnq9QGoLhQAoK03uKwYhQjiZDzsh3J0cZoue6eotgu6vXPlz11mBC88DYqILqorUiOj0xWxmho/FnalJ1cHQDVMrCaQNMtqsYi2xNgWGhOdHqvhIxo/ojUEqF6H1fUpV703AGDzlNf8mGjiWP0+0RoRjRz7/oOLNCa6KDONds/Ep4LfA4BS61wp2noA8HEbV1q9I9Ehs5pnouthNVOaefo8ISdVG+pQPqdrs65UZa1YJ/gcAHAgq/fCik15emBVD7fzQw2munLzdNdnZQtpn8m9sjqIooNjNYZ2eBIsovECqM6LvR7RV7M6VPFpKIq2EkYY8br3nwcABDoP9UMhvzgNkyChLBGvGvYcEhMDBx31X4sWkJ1PomFzEJlNPZdb7Jz9wOu2asUH+7ElsS5v2LEu2lVWS1DGnx3/kpounYk7hiU/VC6u93TbxE4AgjWnMhxBHJZ6GoXP5n7Vj73l5RGrwSTaZ1bDZ5anp1jX6F9J/khu1vrDnnyeSaVY+JAru70d7cdEE8gSBqfDY+e9nEfuDwBEzXbaRlb3tPVIV86pGubHYtKf8z5X6w18yWnzlH1eYyIFZHUfZc7ae3Wklsvh77+lMemjoRkb+7Gynh5apuFP+rGhy5xunz//ADRZ5XSERLoI0PsruRIAzlV0Wk8Ft2psdE83Dq3u3PjZ7jPsvZfxZTWp2n/oSqtFN26L00bDx6392JIJTuNQlkfJ1QAwdLsbfycadvJj6Y47bcCcu7WerGOSMwFgdHs3lqvFqmbr6DIuN+/7WvtR1hM710Qr0qYvYUVFXefTLnSCaU2+WOzH5D5bXcOHPE2mb41Ob8hup6+27wHVVxNsfsi03tV7eoHWm9zaXZtdW2XNtDqEcu9tPekrGxMdTqtN9crrrrRawPJa9OwAIOys+z11VIfFfkx04uxiNG2E08kSrTkA2Hza6YxZgeDy292Y8zW0ANSf4e65Ha9pvP3HH3dqbLqnCffINxr73ZNotXNbxu74z9wct/ug70p6L97r4sdmeRce0ktFTgfGuvxmNQ8PPeD62673eGYsAGBBW9UI3DzbaQPmj0f3zm4ZZYtwcIDm4e0z3VyYVUi1zbq85zTNJufXtUH0CmUMALpny3TE7FVLuM1bp9pf+KF077t9yJhntNq2gu6Y7HVV1K/+6vpB5wVUGzBo7nj/mdbhQz/0fw+5HGl1RWVPkn+srkmzvdxntWnl8zb/qLlPRP3a9YpnUTJCnI984/LX5kI6vopsuRTnEFk75h03n9Fwapx6a9a7iffAt9Fxjt2cOoeJufkrcw0Aanzt+rRdLdcX0RNU5G5BVTde7Dwd7GkD2hwp873iMo1J7okYG+HHmvzY3F2C0YKUdWd0XdW4q+7dA9F/BOBv/HLMLeKHzt3t2pLqpFYTPXCr+flSfk8b8EeNiW5yjdW6N6r2jbsfT0/Q2Liqrg3RJTT3FdoSDUD1rwEgz27Xj09nU01e+XnB6uPJXBV9UQBY2cLNHdvPopUdyKDauCG5dgIAzofm8WNDO7vPnVNdP1fG85xhqjs6ZoHLfcE5yI25WV/onEh7wm1K6q/W88m4t7lZNgQ7jPZrpgtJ3Yuce/yY/Pxk89v4xwEYjUBC/gk6d+6MIUOGIFmyZHjooYcQHh6OhQsXonv37pg9eza++eYb3Hnnndc8z4ULF1CiRAkAQHh4OEqXLo3MmTNj7969WLVqFZYvX47x48dj7ty5SJMmTbznyJw5M6pXj2czB+Dee+/909f4b8MHgYQQQgghhBBCCCG3AaGxQOhNZgkbeuHPHff5559jyJAhCA8Px5IlS/wHeUeOHMFDDz2E5cuX49VXX8U771zlS0+GkiVLonv37qhduzbCwvSX8Js2bcKjjz6KNWvW4IUXXsAnn3wS7/EFCxbE2LFj/9zF3ETwT4MJIYQQQgghhBBCyE3FG2+4r7726NHDfwgIABkyZMCHH7pvwA4bNgwnTpyI93hLsmTJsG7dOjz55JNBDwEBoGjRohg0aBAA4LPPPrvhPzm+1eCDQEIIIYQQQgghhBBy07Bv3z6sXbsWANCkSZM471eoUAE5c+bEuXPnMGfOnDjv3yj33XcfAODs2bM4ciQeWYjbCP5pMCGEEEIIIYQQQgi5afj+++8BAOnSpUPevHnjrVOqVCns2bMH33//PRo3bhxvnevl559/BgAkT54c6dKli7fOwYMH8dprr2Hfvn244447ULBgQTz++OPIlSvXX/rsfxs+CLzZWFoFQAUAwKgZ8fxh/4j/u67T7H3vhbjBip7yv1HCzzzciTJbweSX3DdisWCGxkQU1gr6izi9jaWO5xu560q50ormitC7FWGvusCVIgwMqPD+B8YHQoSfrQHFvhHO8OKt7hqTdhm9cF9s2ApxiyGCFZ+Xz7DtW+T024NMM6QN1lRE2lxS9b99UXxralBnpitHqI6z39b+b8X4MRFStyYE0n5rBtDLE2uuVFHFvqt1dCLMsa9rvSGe0cBH/+f6LLUxYpFxEFFVxcHbwRlHfNhB663zhM+tMYiIeFsReDGIGaka/n5fhP9uvo7tKTBvW93cDxUo5cTLQ9pGab3cXiPsYIrPJGTTf1xZ9Ie4793qePO4R1kV4t75/CwAwIy6Wk3Evo8VVGFqEZy2Bjoy71ruUmOh1Z75gJgbAEC5mc505NnZej5hVEv9cnn/Pp5YdVMdw2LwIIYy5QupScNuT+zbCuE3f9t9Vv9h+lkilG7bJHPMF+I3r3sZ8fICR5xQeKj5hr9o9qc4ozEZu3Z4iRmGmCbYeo3fVyOWzSVcW60JiMwJO0/kOjcU15iYOHzS8pwfk/NYkyUR+T+dUmNiJtI9HhMQaywheThjPL/clPsCaD/v7PbfOOersktFxBtOcaXNpTKWbA4Y0Mv7XGPAItj7If3SYqzGJB/VUx8BTFvg8kH0KjVAytDMmSRUNWtW5U+dIPy2h5wgvBWaz/ypG38TMmqspScDM9zkOWm7HXOyxkWfUPOmGV7bH/+f1pO+z23MR1p7xg2TOh/yY70yZgIAxKRQIffZ3nU3bqRzHMPdHLfjWtbl+9ZrTBaopp9qSMZXnuTbNDhjGAAg22k1jGjk3dPTZo0L/80ZLNRYqvN5agPvvTO6R6lfyrX/nRf12AKFXJuxS50MthRybeg4TOuJ0VVYVf1Nfrrjzgyg3TP3+7GhE1fYS3Sf29CZLux7RMfr8TTOcMCOOTnmk5Zq4CDjy67BsqZbQyCZv79l0ZiM+0afIQ4i3h+vqVDbHv5ruX/WpCG/N9ZsXhLzn5pfmhPtegAAkM2MB5l3ReaqIUPEETf+xzUzfwCUbwcAYGjtPH6orXdPO7+vY6T0d979rasbl50PvgkgOAdJ/ujfS8ewtL+lkVca5uU0OxeXVHTHVP5Yf9gq7I0NO4Ylt0gJAE8dcLmgbEndI0zwDMxsDp+zy+WKzX203rRQN7cyHp7lx751XYrwN7L6sZiebn6En9T+25nPjaEFVXXMtYIbh8+u0pjkAHt//XaZwRnV1vVBu766ntRf5taTTx/QY2X9Lr5BTS6qjXQ/FE8zBg+RM935ojzjl8lLy/nvNX7fXcehLDoPZE0QoyFA82Z8e4qXv4r2Y2LkZ+9LeEvXZ03K6Dov5oJFTmjbQz91+9OpD+mxknOtUZnMMWvqI3NMjOsANVCzpoa6GGmb88bujVvPw67zLTu6fuxr6o37xDOJulvdyOT+2T2M+MhY776nPLOyFmM0NvnrPACAiSanTT7jzhdrcsCcmt5cXK0D4k4vH9if3yQ393yjlR/bNdW9tut8gdDNXkM1gawd5oxkgvKMlzjXZsvuhw5747rG+/qzxqSq2xD3e1qEXJmTJ08G/T8sLCzOn+kKv/7q8tvVHrLlzJkzqO6fJRAI+H8aXLNmzSu2aevWrejTp09QLFmyZHjuuecwaNAgJEt2azxi458GE0IIIYQQQgghhJB/lJw5cyJ16tT+vzfffPOKdU+dOgUASJky5RXrhIe7X1pe/oDxRunXrx9WrVqF8PBwDBw4MM77qVOnRufOnbFkyRIcOHAAp0+fxsaNG9GlSxeEhITgvffeQ/v27f9SG/5Nbo3HlYQQQgghhBBCCCHklmXPnj1IlSqV//8rffPu32T8+PF47bXXkCRJEnzyySe455574tS57777fA1BoWjRonj33XdRoUIF1KtXDyNHjkT79u0RERHxL7X8z8NvBBJCCCGEEEIIIYSQf5RUqVIF/bvag8C77roLAHD69Okr1omJifHP+2f473//i5YtnQbXyJEj8eSTT97wOerWres//Js9e/bVK98k8EEgIYQQQgghhBBCCLlpyJMnDwD3LcIrIe9J3RthxowZaNKkCS5duoQRI0b4DwT/DIUKOSH8vXv3XqPmzQH/NDgxsaxSnNBBz5DkNRP7Yr0TqrUC7SIYLEYPAHDRGz05jRi6CER/WVNjIvCb/LzGRGjbitlbsWFBRIKtCK8I44qIPwCEnXXPtEe3VgFkEeq2ba79hSutIL0IdltR/gnNXGlFniUmgs2AiksvNV0rZgVdu6jw8soGe4POAajBiIgKA2pYYk1XRIzZmrLIMXWNOP6gl1xpxftr7HKCwHKNgBpFTEvhxNjf+VEF2r96zJWztqtxRB+vzeuMIYOYIFjRbxGS7ttXY208cXx7b8eNWOlVNBfuUaDQj/qfzoXjvH+9Zjm3jUnIbid+azt6yYNujJ82AtFiUmBFo8VIxo6bVxs5ce5mEzb7MREvl/tnY63q1fBjSTK6cWJNcNp5ZjRVlur5xATj1apV/FiO/IsBqAC4GE0E1S9kpKZ3uQEbGqtmITLmI7voeacNc+e1pjnSVZ3f19iHnlyHCKsDwLmsTlA4bKvGBg9zMWtEJCYcVnxeTH3mPKPtk/dtrvrCE64Xow4A+OZRV1pzIjE5OqAa9b6WvM0Zi7M5ce6VC1TQX9pizUdE8Nyadoho+eDtxnznbWfiUH6DGkHI+azxRcz2CADAtNej/ZjkbmuOImLkNh+KQZLNaTKGrCj53tme+ccwTWC596uRhY93ooixEdq+Cq5dIiAPAPNbBJuESC4CNG/anC/9Hba+iAa9gTC/zwo/JKL3dm2Qex79merJVMrmTCEWGCF83wDCLJCxbVxp73O7p8oDAJb0VCODysVdX0zqu8yPDfzOGRMU26jHDlnlxoY1Ysnzg9PO2fkfFXff/1ncz23qidlbg4d0593YsKZbcs9XZlNziHLr3LVP+1Q7tf4yZ8jwSgM99tG5rtxUVGOynmzepfnmjDdP+vRb48ckl31uzLl6jHFi9tn36O+1689wOdLmtHn53Tx/eLsKiUtOsWY+kjfeVn8ThIceAwBMrp42TltGVY9rzCFjw55X7sfSuNuwoHoyhq0BmeQWu+c56C30ffppzF9nzSYl2ruZ/ftoztjfPQ8AoFM2NaOp/UVcw6nNw9z9PWL2aZIXllfQmBxj9yOFvf3XqjIaE4O5V0N7+7H6hb3dZ4bf/dique5zp5pxI/saawwlfWr3ZJKXbAwb3QJRx6yF54q66737F439crcrk3TUvLNd5oJJptvzRwPQvRkARHtzMWKmriej5PPshlMSf251JZJxGsiq68nSiq6064mY2tj9dXQdN54jGr7sx+Z/4LS2up9x9/zBRVr/3J1ubpQwBkOfNvXeu1t/cJV9nM0t0rdpx+q4CfRy/ZjFjE1scQNhUuzDfqj/lnkAgu+pjPVnjHnGik9Ge6804aQ54cbIig7Reo0ZIgAArUfqsZLD+xn9/ke+cceMLaExyck/mi2mzOdxjfRbSbVmO/Ouo710zQwscyZRnzyjx7ZqWAUAsOTHxX5Mhsua3GoAs/Ahd3/tXkJyqb3P8n7QGJa9wUML/dAlL4lGxaqbyeFP3didVlfz4bQG7p7bn4XwsbfwVFzuh0pfcIvCygr6c9T0ei7/W7NCWVMHj9CcciI1gH0g5B9B/hT3999/x6+//hqvc/C6dW7hLVGiRJz3rsbnn3+ORo0a4eLFi4iKikLr1q2vfdBV+P13t5bJtxhvdviNQEIIIYQQQgghhJDbgNDYm/PfjZIjRw6ULl0aADBp0qQ47y9fvhx79uxBWFgYatSoEef9KzF79mw0aNAAFy5cQFRUFNq2bXvjjTPs27cPy5a5X9bef//9f+lc/xZ8EEgIIYQQQgghhBBCbip69nR/XjJw4ECsX69faf799999l96OHTsidWr9U4CZM2eiYMGCqFq1Ki5nzpw5qF+/Pi5cuICPPvrouh8CDhkyBEeOHIkT37hxI2rVqoWzZ8/i7rvvRmRkZDxH33zwT4MJIYQQQgghhBBCyE3FE088gU6dOmHo0KEoU6YMqlatipQpU2LBggU4fvw4ypcvj/79+wcdc+LECfz000/4448/guKHDh1C3bp1cf78eeTIkQMrV67EypUr4/3cd955BxkyqAZOnz590LVrV0RERCBv3rxIkiQJfvnlF3z//fe4dOkScuXKhdmzZ98ULsjXAx8E3mQ81boicuZxr0+ndOXQ0Hb++2EtnVbFuQnP6kGeQFaSQqrT9VsWV1odENF1sDozog1ScKvGcnv6TR2Haazpp66c+6jGRMNk79faltGrRgEAur2t9UQTxGrXyftWZ0lei9YdoNpBojMIqBaW1dY7lt5pWowwD/RFz2R3Lo1Jn1qNspcGudJqYMh5YlLol2YzH74U53yid7TI6ECJFtf4nqq3IvpKVqtPZGNmnVZttPvzu688rzmgv0k4tMppsFiNrcMZXWn7RTRGrD6KaKCUfr+8H1vb2eldRc12mm95/qeaWMcquDFk9dWiQ93773XR8SU6g1Z/Tj5fNMEAYO9+99Xo2FDVeYrZWA4AUMKMOdGLmmj0hEI9LSDblqMZAricp8c4PaFxKYzDU8OpcerdkuSKK4w7/X13vaJdB6j2pf3KvYzxOjM19vJ0vYeC5AWrUSPzBBn0t17fPOJKe8/Dc7vzZdiiMdG5S1J2sR/r5ckhiYacnafDvfc6DtOv+0u+sdcjmp9P79LziiZWepWX8rW1Rn09zY+NeszlyPL7B/sx0eGJKaqaYaLrY7XmZh1/GgBwrPM4PyZ9uniV6jLNWeZ0md7rErctVp/uSW9oTntXNx2dirs5YTWnpJ99XTkAkz2dL6sdNLaFKzM102sbHeo0Ps+k0Hqi+1bpZ11PQh/3Yio7h3e99r/yusZCY6MBBGsMidaZ6LgC2i92nZBxVciMEZnTe49EaFCSpFkoNmaQz9dq4/c77b2GD2hMDrHryROfu/KFd105qapqNT280Wk1FRigOWNfZ6fxNfl1nSOiZWhkmbA3o9vcTWl4zo+t2O7GiE3w/TyNOTvWZY2Z1kLzoeiDyboBAIfquBxtNR6XbOgEAFhn1lHRlstUSnVe2zVyfxZjNe76v+V0nkSjDdBxau+V6K89P0RjT8WjGxifJumxEe6+pK2rfw6T8fDBoPMCQK8BrrTaXpK/rEamaJPZvCT5w+rORa128zLWaJd2inX7pEPTdaxvLPZr0HldzJU2p8lalH2HbuJXbnHagMWMCaC0K/I7XedFA1X2JlZXMaeXyt/vrLHV5joEuR8NzBImc9Gu7btyuzHSqaKO4UqhbgxP297Dj9U/7Nb+YhtVz0vWhvy1VINStAbtvk/yjNUClrlm85wMe7sfkfPYXCW60+sHqCq17EdHP6N6k/m96y1SSzU365dy12T7oMgmtz/r/bpqmknf2+sYussJYf70XrQfC3nJnTuQS/sqZH2Ee/F6bT92IrVr6+AJeqxovlrtVyFw969xYs+/X9l/LXOhi5mfkhtDumgOF8HFOQNUn3RbrNuLxYZqjorY4vLQytk6Xsvt3wkAyLsoDwDgjzv1tPk8TcStBTU2oJcr7VyTazufXGONQ8cDAMZPb+7HQr50+SaQVXNQyEvext0sQJ90cRqBst8GtC/2fqKakZnfaAUAODhI++ILTwKva6UIP1YthZvb27qpfp/sx+19udRZ9B476bFDXD+ubK39WK6Uqxdm6tXy5vs5aB75rGHczygfuhhAsOag5trjfkzWAjsn5DNsLhXNzYNZdb+b+YCbHzav1/Kk0ApuVU3LD7389d8GOidCenkPR8zaGjXRjftstXTeRS6tAgA4k2KxH5M5W26XEQD0FtXIUnqPTocDMBLfhPwTDBkyBOXLl8fw4cOxcuVKxMbG4u6770aPHj3QpUsXJE+e/NonAXDmzBmcO+dy5969ezFu3Lgr1u3bt2/Qg8BevXphxYoV2Lx5M+bNm4fTp08jVapUKFeuHCIjI9G2bdtbRh8Q4INAQgghhBBCCCGEEHKT0qBBAzRo0ODaFQG0aNECLVq0iBPPkycPAoG4Xyy5Hrp164Zu3bpdu+ItAjUCCSGEEEIIIYQQQghJBPBBICGEEEIIIYQQQgghiQA+CCSEEEIIIYQQQgghJBEQEvizfyRN/haWL1+OihUrmsgyABX+tc+PnOmEYkV0HFAx7dm1NCai154vCQA17RCBbEDFf63AvQhyv9VdYyL4fDyNxsSE441eGvuqevB5ARXXjViYzo8NHnAUAFB8g9YT0Wh7bSJMbY1B5DrnlFQx+Z0POJFzK54sr63RiIj+1jIi4nI+a2byfx+5sqIR5RdxePsZcqw93/R6rozOqu2LftS1z4qRy7FWiPiZMa4UMXZAheCn1XW/ByiyRUWF5f7GJ55ux4O8bw1MRIdYhI4BFUYXYxRAx8ucYjk0KO4jGQ/7oWMlnOh22uVqZpIjtRN33psrnrT10AJ9vTCuVfztxuSGKvIsc9aKz7dK4wk5m0Eya4ETlRbRfUDnpTUmkHveYbjGROTbzkUZu3YcytxvXEkFtsVpQITNxXgEADLtCAcAdB0R48cGV40AADy7LtqPiTFI4zfy6vV0jivMLkYf1txAxuuc1GqaE93BibBbEyMRvbcmGzJ2bUwMcUoagwLpF2uCsC21N2fF9QhAjqpOlNjOHcmHMg0AzVvWuESmh82l0i9TjWSK3Bd77JDnXWlNCMRQyfbVBKerH5TDZU5bYwnbH4LkVbtOvP6KK61ZiOQA2/digGSPFXMSaxYi+W1FGs0Ls3q6vHBE9ZzjjM1W9Wr474lRks1V8vm2H+VYa/gh57V9Jv1sBd/FuMTmUlkT7Bxa6BlN9e2rMZnPdm3NZky+hMe/dOWc/AX8WNR72+IcK222fSvXbsewiO1bQzFZU+06KsdYYy+59vYfakzmSUSG+X5sdO5qAHTsATrW7PgX84p7ftaYrJ/LzJbpzbZuH1DkwFE/JkZA1lBJ1m1raCHi/tbgSnKANTwbWub+4DcB/yYWyD3PD8l4lv6240EOtWNexoNZ9vx5YvtCBPvtvRLsPJS5YfOx5KOf7tXYuy+40o7Nzd08s4eqZh31HIEGFlLzMjnGmgSJp5SdfzKf7PVK++x8lr63pmDrPRMEOw7DCkUDAKLKRvixlKddaXPuucPevsI4nGwr6PY4yc9rPRlfYl4DaL9ZIxTpDrtPqz/c5fX7dx30Y563R1Beb3fYGVYFZtT3YyEH3LGTO+ux0qf2XkpbxKwH0DW6cW41UUn3kjN9kDUbCM5Xl5+jwHa3d6o/VfcPYjg1wOy9ZRw2fyFCg95N7b1Kx7yYsmRapPm40wKXj+1+XOa4WQoxLo03rmSTC+DQ186IxBpTST6s+aXGVrzn+rZIP+1byW+jKmk+nN/e5UMxtwJ0XlojNemjTu/r92NiUrlxEz7GGNHJpnrMM37oWBtn0lNhuVYb2RpxKPed2/9MrqvGLvGZIkn+6gQ1AZGK0cNG+SHp0wK11LSjd2pnFOYbvgEo7Jl4tBoSrsFUp1w5RRe8aVPcdcT385ads7Le2Rx+dDMw4Bv9/7Jly1Chwr/3sywJ5uTJk0idOjXmlQZS3mRuEKcvAA+vdY6+qVKlSujmJHpusuFBCCGEEEIIIYQQQv4MyS4AoTfZ172SXUzoFhAL/zSYEEIIIYQQQgghhJBEAB8EEkIIIYQQQgghhBCSCOCDQEIIIYQQQgghhBBCEgE0C0lgEtosxOfsHf7L3m85QVsrXivCxa+N2OfHZpXKDgCI7HW/H2uyfQ0AYNKZZ/VgT1H26QV7/ZCI3IoINqDmI1ZUXkRu8yxXY4mYgu48VvxXhNFF6N4eK+cFVCB98RkVjh893YlkWx1wEca14txhUz1hY6PC23/LJADB+toi5C8CzICaLliBeRGVFmFgQPu8y3saE4Ho0mNVjDksvxNj3pFP64mY/GEj2J1vhyt/T2+uY5MTUi4S60SUxagAULF/e1+kndbApM3HrrSi5MJrsf3915GlXgUQLCK+IqP7fBFxBoDPGrnSiqZLNw8tqQYPYaWcwcO3D2i9iLaeKUUHo1J/u9DlXQBARLOufuidF10pYuwWK8wuWul2/ItIthXCl3tuzQVE6FpE5QFgaLEqAIAlfRb7MRkbJ1JrPblvdk7IGJf2WRMLEYu35jqPfeXKEus1trWgK+28l3l1cKkR85bBa9xPxHTEfoZcox3D0j4r+i3vW6MMGc9WpF76whpQyGeIMD2g90U0xwGgXUc3t+8/vdmPrTnxMAAgpo4Ks0t+s6YPEZ+6Y4tAjxXDC2sA08gzS/jKiLWLcLsVcBeDBXvvN8dGAAByZIj2Y3I/wk+a3yd6DgfHimquFyF8awbwZU1XWvF3GS82H37a1JUPfKsxMdWwuULWE8n5AJBnvTORGDjImUj0KNbEf2/ybJe37RrXI/XLAIAczd70Y3vh1p35LfR6ZH16/H96rJgW2PVC7rPxLPCv0c7JGg2fBgBEphnnx15w097Pi7at8eVcazIw7ojLFb1Pq4C8mGLYtshYjzqjuWXWUneMzdetnouI05gCLZ1Bwbb8eu/z7nLC+r/erVvKfVmdIYEV5V+T25kltJuhZglRtVw/d5qh/SxC9DU66lodGevWaukfIH6jijKrXWnNDyRv2P4To4PSqdXMZHw2Z2bSvJ4aZIRVnwUA+C2LHitzX8YooIZa9Zu5Y6P7zPLfi6jq+nbJOu1vyRl275FrtyuHd9BY009dadf73F69x80ckv2FHQ+SM+zasBhV3HWVXezHZN5LfwI6F4fm1r6QcRDRvbEfkpRrDcVkrNs92d5hzuRi2vYefkxylM03MZ+5/eP4pWqM0PwNN0a2PaRjRMxjxJTMtsHeZ1n3ZB7YelEZdO2ITP7foPqAGtPIWAGA7KXcfd23Tvsl+/8i4n6It6jurKBtlnXbrjHSfjEYAjRfWqMPub/WFEzG9asDzI9yc50b19qebu2we8fBn7h1wuYC6QuZNwDQqZebp09/rfN0XCNnctFpxDk/NrStiz07QWPSV3afIePB7gukD85tiUAcrKOf10FhsZfiVNuTU1+LScqr+0f7sXRvtwIQbGwxqbYzzdj5HzUoW1fKlfX7aV9FDXN9Zcf1nDruOgd2UcMPMTaxc+ztbq7MXl3bIgvUthGam2UPM6+OtiUGrn3h1afpsd6g3Nla9wPnk7vSzveImc5MbUkLNVIT46Gg9a6kG/cFiv/Xj0kessZQjT9NEtxQ88Hzd7XyQ9V6hgLV1FGEZiEJi5iFLLoPCE+a0K0JJuYi8OD3NAu5WeA3AgkhhBBCCCGEEEIISQTwQSAhhBBCCCGEEEIIIYkAPggkhBBCCCGEEEIIISQRQI3ABOZyjcCZ6YH7Pd2H7IucllqN7aqlNqeQ03+IOKH6D6JPZDW+RKuoxVjzWZ5cg5XeEE2INMc1JhoxxTdoLOceV1qNmq8ec+X/GT2VDzq6UnScAKDXAFd2jR3qx9oV6gQgWNtFdHi6VlLdFWmf6EwBwLQyTitmdB/VXREtm+NptN4rr7tStD8AILKt0xva1nmOHxNdj6KbtJ7o5k2vpzHR3dqdS2Oi3bO+hMayVx0PAIje2NyPiYaa1QIS3Q6rP9JwSnB9W89qnEjM6oyJLovtK6nX6DONNf/O6Z7Mye20UERXBQBqf+FK0R4BVI/mpUEaEx00q7kmuiJWSiS+Nq1osznuCZ8ZC3JjPDw3xH8tujs9mqm+jS9AZQRken/m6UL21WqrvPtrc4WMFzteZZ5YbULRqqv8v3A/Fl3Bad3YsSEadKLb9F1JfU/yg81B5So5LaneKVRLSsZSqMrQ+PpSzw/RmHyG1RGTroj4WPVMh050eqZWc3DaBk/f0op5emJ0o59XDZ9WW1YCAGq8Us6PzcngnbvBVD3WSwznsh71Q8O8HPleF60mOddqDH3jZJ6CNLa6e1NG8iygc9ZeR/OMngaRJBQANY6467U6QZu/dnplXaGaRXIf7PQ8kNWVNr9GbPf6Q0QeAWRuOPTykK8HKXpeADBtv8v/QYKAIoxqO0YGkU1+XnIe3E31ouSahlYv4MfOFXVjPayLG0s7P9OxlOfzCPdeoWg/JpqDVvNNxnq9GRpbaiV9L8OuF9KWfQ/q+i3agDZHymVbfTAZrzZvyhy3enuyTiwzbZLrKLhVY6I3Z69jwlOubG+kVWWNs20RLTx7T2XNsHqYe/s4LaxjM1Q3Ssau7FEAoFU/t34Pfk/Xb9H3e7NRXq0oY8MKinoNnNxT9z8yROxQmlPV6XcF7lTdsuNeX6Wd+rAfW9lH9baEcl86bcmhfXXOdnrbnS+qs55P0mrXuqph6ydEETcVoTAA9U+4z7IaafHImfr5za7LokspWmQ29mpZ1VCUfY091u4LBVnT7T5Nutne57t/caWMR0DzktXI/N/jrrz3J43FrHL9LDp1gM6nGm11j5ejpNv32Sku+nU238g1We1l0aCzuUr2U3YMv9nW3dPNFfWeyrF2vss9NTLQeGihK61GsuyrrCbpm/XcfB/4ic53yclzuql+q4jNLmmq47/yIvedjKGdNadN9OanXYNlrbRroIx7u37K+6Ubufye+SnN71ZfWZC9vNUNFF1bO+bOffZ0nAa0O+H0Vq1mq6xxR/vqnn/0aZfzbU6Ttq/5urcfK9DoNQDB91k0YO1eWcZ9u126l5e5FZ/ur9XzlTGcfbnmmyq7fo3zudLWrAc09pg3TtubHC6fZ9dWmXe2zTJuJM8CqgVZ1+Rm2R9ZzUbJEa+/ojHRIG5eSTXZw5o5XU2r/d2jlstR4cVX+DHZH72W+2k/lreS06m1GoGyPqWtpHqn9/dy89euOysuAQ9d1P9TIzBhoUYguV6SJXQDCCGEEEIIIYQQQshfJ/l5IPlN9iAw+cVr1yH/HvzTYEIIIYQQQgghhBBCEgF8EEgIIYQQQgghhBBCSCKADwIJIYQQQgghhBBCCEkE0CwkgbncLKRmNyDLPe71qFBPxNWI/ftC6lZZVtRcRaAaUKcPUdgHVL1WFMsBzBrkxGOtULMIwIqAPaCmGJuXtvNjSz6LAhAs6CyCtlY0V4RnreixiAlbs4unJrrSCiGL1raI7NrLeKt73JiYEgB66bb7Sk914sDbHlWx8QJzXezh7Rrr/lbcNst1irA5AOTa7Uorhv5FbVdaIfX4BOEzveLEk3PUVUFl8SiwXgWPfONKETgGgHdfcKU1F5BzW1F+6Q9rPiIi49JnVgh8SkNXWoOVIZ1daUXy5RyZlqs4v9y48X20H+W+9YhVseoaVZ2AtQgdA2pgI6LQgDEA2KXHHprQNU6bZUrY+/xa39s4rT3kFLGHFq7mh0R0W7TqAZ1jdiyJYLaNjdruzBRqVFIzBRk3X9bUeiKMbsWqrfC9IMLZ1iyka1s3Tl6e7oTUP2uk78k4HPuMxkIueL+jEsVyANO2vAog2PAg5G03HmL66BhJ/7srjU4/OlV8EgAwePV/tU35XS7bPCzKjxX50pgVeIgxgRVDrzbWGR6U36WC7/Z6BekfOzYlr9ocKQLu1vCgzceutHN8zTJ3vdET9HojqrrXa5d29WPFNrrSmhDInBXxe0DF+xc9qLE8paYBAJYcru/HZMmw40ZEzq15zKwRTrh9Wgo1MJC1JbzjQD92bIQbazbX29dC2O7MAIDBgw76sa79nDFN1xFq3iLmB2KKAQARXdz6+fJ+J4Bu78/iQZ7AfFvjdCUOSXJhAMZXzQ5AzbcAoEhVl6+jl3byY7JOWCMPWaJtzpe5YwXzk5935dHkargzuI+7NmtQMOglV46asESDyzw3gmLq7BX2bQQA4Nw6NbHY18Ct89kb6bjplNuNFyusL+YV1u9GBOvtvZc1sNoBNUGYXMwZFTWeYnLvgSwAgJ0P6P0Tkwm7nmUv5YTocwxXEwkxrbDmZjJG5r0134/lHenyoM1Vco8w7DkN9nXq+ftGvOaHHvjWlXtzaZuHdnQmTJ26mFzgLYj9N2r+eLWYyykR92hM5tGDi1xpjTokH1nvk8Edw4IvDMDLbznDCGsStPc71y+RUMH+z+u4crrZZ8g4tH474hdkc4Gc25oCyHqxd4uaqWzu7Iw+xLgC0D2PNUGQOW73QbKHkL0PoFPLmsRJu6zZ0dD8Ln/sbK9GEPl2uNLuEWS9s2Oz8XBnDGI3YIO3OAMFm0slR9aYGaZBmcDGzeHp6W4u2nspe9WwZWo+NXiKM2OyeUb6aGYdjYlJyeZVavAgNy5v7sV+SAxQBvTSans3un6pkkL7RfrAGktIrMJyV1qDEFlj7Dou65PdP0juKf3Sk35szhg31u3aJWaBFcy+c8V3LjdGbYm7t5VxBuiaVGOX5pGoSi6PSE63x1Yyn/GF17d2DyK33K4lsm6bH3vQdbbbh+w8r/vXPG1fBgAMPPGmH+sxyOWFdsPVmE3aLAZCAPDyu85E6M0z/f3Y0BNuv2LzyOjX3V7Crpk9Wro2zOmsJjM1xrh17/5dmjdlvI5so8eGLHM5fmdTNQER0zebD8N/c2uLrCv2OuyeQ+Zvq7fT+bFnZziDnVGzNfc8W8vlI7suji4ArNMtCM1CEhgxC1lR5OY0Cym/mWYhNwv8RiAhhBBCCCGEEEIIIYkAPggkhBBCCCGEEEIIISQRwAeBhBBCCCGEEEIIIYQkAqgRmMBcrhGIARWAwundaxHqGvF/+n6XdwEAA0NVjEE0U6wuhmjCWX0W0SYZ2la1LYZ2c9oWVttFdB+sdoTo2lgtKdHMs7orojViNbFEu8Tq94n+iNULEX0Pq1coelpWA6ZvX1eKFh+gOiFW06/2F64UvR5AtWmsZp4ca3XnREfLatmIrkfkVKMp43XC2pqq5SGaN1bjZ9FDrvysocbk8x4z1/uEJ1HzYXuNiZ6a1ZqSfrH9J7qGWQ9orOBWV24qqjG5rxFTCwRfGIChU5zWyJZCWl/GUIGt5vcG3jED39Pr7u5p2oQsrOLH6h9ZDEC1pwCgcV2nOROZXLWVDmR15bdGF+ZJT6fKjiXRexlXVrVd+k9w2iqvllVdMtT8H24LCjlhvhxzi/ihvd0mAwAK9Gvsx7bNdvlg/leqASZakVZj656fvdNu0ZjkDzteZb7ZOSsaTjLOACCbN9ZWmfsm505j5pOM+8ZVnS7S+KWj/Pem13PlkOe1/ovvuLJfH41JfivQ62k/Nn6B03+zuUqux85n0bgSvSxA9TCtjKrMtWz7NSY54O5fNCb3oF0lvQfSPjtPRScupdG12uDlB9F8A1Sqzuo2SS6LqpvZj7Wb4eab7ZeaX7rS9oFoWFl9TVkzbM7Y+7W7H+UL6f2QfCiaRACQ5rgrbW6R/rP9LOPF6mRJf9gcLvVEBwvQ8We1GOXc7TKo9tLLKV6N8xki6ZWpy8t+bN8wp/V0OmXc835X0pU/36MxWcesJpfo1FlNrBFtEXReQPPbx0a/SXKa1dqVtcGumTI/rR6gjCWb+0RzzWpnrQh1GmXTBq3xY9KPjT7TerKmF92kMdEts7pgMpZWnFGdOJlQ0R1UhypiptO9mtZN9WBl3ttxLXM75jOjhyYNNCKxUe+5HC5rNqD33mparkkeAQDouiDaj73gtkRBeU5ylZ3bsoex9/KUJ08UX/5KO7yJH+u/ZRIA4NVGmod7T3e6ZnYMi+bg5l1uLRr/mWq5ybyKb47bfCPj2mrSyRzKvVtjp83YEETb0e5bZK5ZTT+ZL2lP6PY//KTTQVtuZL0iNrr3JzdUjTTRZrb1ZJzGp+comp4A/HsftVF1Wdv1dfltdE/dS4i2sNUqlrko8w9Qfcuu0DyXrpfLc0cP6L2SgRhZXPUhhbEt9LXkBbuPzLPD2/fYySgXarS6u05xerFWs07aV+Rj1es8VnNF0GcBQLXPXR8V2K8abqLrZ9dlOfcUs4+UfC45HwCGVnf7o201t8Vpusgg2j2A5Aqbg2S82HGYZ73TjjuX9WicerbPZI7ZvhBdUbtvF6xWpcwPq7E991FX2ns/uJs3dp/Sg9duaQ4geNzIMVYOVvrP5mu5DvuzwWu53V7jWOdxfkz2NSEndVzPaeDum5GX9fOrrJ2AansPrmv0R+/2xC8z6AIV8U0mAMG5We6D/Tmv/gzXB0sq6vwUHcW3TB7ukdqti6O3q/6hzDGbD2WsWU3JiG/dzzuBO8/5sQ+8MWfXmBovUyPwZoIageR6SZbQDSCEEEIIIYQQQgghf53QWCD0UkK3IpjQiwndAmLhnwYTQgghhBBCCCGEEJII4INAQgghhBBCCCGEEEISAXwQSAghhBBCCCGEEEJIIoBmIQlMHLOQh/oAGQsCAJJ86oTordFDkfWeUUX63/1Yk4+daK2IvwLA4tfnuxdGoT1zVSd4ncII14s4sBXSLeyJCIf8ooK2kRudKLgVDrZC3IIIU1vxaxGgtQYUItwuAtCACmH/aOrJ+ayAb7++rlxnxJabfurK9SU0JiK4VsRYhJI/baoxEVu21yPC+336aUwE3o0+tN++4hs0JmLIVkxbxMutSLzcrzHPaEx8O2w9aasV4pY+tULEInIvhhCAmi5EZ8jhxw6VcKLWIlz/kfGiESOI0u+ruLXvJGNUiu8/7YTSrRi0iOLb8dUOThS8Rq12ca6nwnKtJyLxtm9Lf+elpo9VVB5tRiIOHT9w5bDn4r53O7L+PgDAoUei/ZDcGhnfgApsi7kOALxZ2wmoH3pwsx/L8psrbZ4R0Xlr4CHj2o51MQMQwX4AeOJzV+7IpzER4haB8nJt1fBj8EYnxG3HzYKqrhSBcUANdx6ZqzExsrHC65LLMu1QMe9OnzgxbyuaLnnBCqRLXrKi5PK+mA0AmrceNW2R/su5R2Pn7t0JACjyvzx+7AfTz8KuXK6UPAGouZM14xB/BSuGLjk5yADJM1iwOVJE2K3RiBg7iKEToGPJ3udyXzqR+J0lVCRexsN7XbSemFJYQxnJJfsaqNmEGG3EZ5hi+0CMo2w+bDHWldEp1DAoUNCJ4r/4ttZ75XVXyriy86DXAFfa+/d2N1fa/pZ7/twHGnvc8yGyAveSm62ZlvSF5FlA75u9xsLODyhIvF8MI6wwvKw1mw9X0aC3YOQoq8ZLsgZac4j2H7rSrnuyZlpzLjGRsKL3Mv7F/AQANhSP22ZZJuyaKdjPLVdotHsxRhe0oR2d2P1zZg1e6m2LRPweAA57+UCMygDNVdaQSvYfFc2x0n/WbEW2R3I9ANC1pDMJefbMJD8mYyPtGRXM35zf7cWsucyk2c5ESBLY/GKZ/PeeH+LKbx7R+tlnOrOXKmfU7EXGrZ3jYtxj86HMCWvgI3nLjk2ZL0EmIHV7u2uYouYZsu+zc0jmtt0fyt7D7rUKNHRmPisXvOrHynWPBABEYpYfk3lk843cvzlb1GkgeoIz/7DjS+ZYu/fVrG3JI+5+VJ6qhkrzmzrTkWoL9Ueb+Q+58WX3yHJumzdlTcjzjeYWmawRpdRQSdY7myvk3rR6RffNTVa5ffOnT2k93zgrdLwfm3bGmVzYPbKM4ValdO/0dIqooPcA4M22Ljc//J3mZnseINj4ac4EN0YPLVCjq0e+caWdQ7IXE8MTQMeSNaYSY4luZtwMfcq1qfcwbdNru+LO+7Cz7r6cy7fPj/VvmR1A8DXKua1Bk+Qqa6gh41X2DwCw0Ns3WPOR5iPdGIrYovNZxmar6k/6sfDHXF61Y32Zl5dajdHxdS7UXYc14pJ12faVGO1EH1YzpvtTzwMQvzGhzf+yN7FroeS011Lq3Nk2ws2dAh9X8WPzX18MIDhXyHi1fXomHgMiidmfoyQH2Lmz7SDNQm4mxCxkTYGb0yzk/m00C7lZ4DcCCSGEEEIIIYQQQghJBPBBICGEEEIIIYQQQgghiQA+CCSEEEIIIYQQQgghJBHAB4GEEEIIIYQQQgghhCQCaBaSwMQxC8EyANcWWK2yMMR/vbiS9zw33w6tsNtzylho1Ms95dl0hVS0/Ze7XdlhuFYTAVp5D1DBWytgLbTrWMR/fayCMyGwwrwikLsthRpWRH63N855Zp12It15y6pI99gWrqw8JMKPRbeIBqCCtYAK80rbAeDDDq4UcWZAr9MKfAtWIF3EoN/cooLO8iExnVU0WrDmAiLULGLxgJoZjKqqQtLTujkhaSuYL+YHViRbBIOtWLuIXjfveL8fi0juBMetwYOIOzf6TGMicC0C4PbzRVDfChxLn9p7KmYJYshi651PrrH/+8iV1uhEhMJFXB4APvB8PqyQeon1rtxbMEaDZ4yycSLn2Y81B4gYuBWrFiOZiUaoXES3Z9XS3wE9vOASgOAxIqLS1nzkf4+7storVfxYdOfFAFTIGlChazEjAFRsW+ZJqXX6npgaiJEJAMQ84PKINVqQ+WTnuBgTWNMcEd224tYy33Pt1pgcYw1vRIhbhP0BFS0XwwBA+9l4MSHtJi+/mc7YXMKJkdu5I6ZE1jBC3reGKZID7HWIOLc1bZJ7+tREjcl9+7C9xsQ4wZpISB9YU4UC653JysDXdd5JXgo7qUL9gTvdtSW9oMde8n632L/PJT8movPWVEQEyOW8gOYc2y+SZ9K+r+Yyc6Y4cxlrZiLi8DbnSr/I+ez9a/eUMzCJPKJr4ax1zvBg1kY1PJAcZc0NJF/a+9K8UQ0AQP0zc/zYfz0x+5ApKj6frqoTnz86sZMfm7xqKIBgAwybGwV5v9MuNV8o/5IzZIhv3AxdOs2PtataH4AaUQBqECDzGgDefSH4HICuXXYuirmGNReQ9aTyNzpGYtK7MWLzyDeeidFhY3whRjb2c8WkwJp7yLyz91LMFKI2Rvmxx75ypTV96Dp7W9B7gJodWXMbyV+la/X2Yzs/caYaNi/ItVtTA+lTMfWx90XmXcMpGqvtGbHsN2t7a88Py16jjIfPGmlMcoE1wZExL+ZbAFDtxFr3wroReI3ZPLuHH5JcYK/xnRddabeWchpryCBGCzYmJjRiIgbo/kv6GNAcJSY8gF67zXOCzf/SZtsvkl/bfKyxg0e8tcVc3NoT1QAEG2s083JoyNvqepCjoTNf2FpQ64XvdmYYQ/uqGcYUb59p7/lwbw9q926yb7Xz3ZptCbJW2hwZUX2ge2ESXZNYl1MmVdL99do6bn8t68qbyfV6hu5y12PXAVkDbX/LXt/mWckPts9kPIjpC6B5xpqzSM63e+DJPd0e2PaF7EPsevFjYVdaowwxC7FjTtb5FbFV/Nj4TxYDCDY9qbzIrVMDe+o6Jed+dYD+SDynuttj2f2wmJNYowxpv127hhbz2mA3O96G+eH9atZ2+ecDwOITLq/bzXT/je4+23zTqq3b/xdJqWZDm2MjAAA5MkT7sb0tnHnktDTV/Fj9jl77zGScNsV9Rj1j2nfau2/h/YwTSDfnQhiA7kFD5t4JPHrW/z/NQhIWmoWQ6yVZQjeAEEIIIYQQQgghhPx1kl0AQi9du96/SbKbrD2JHf5pMCGEEEIIIYQQQgghiQA+CCSEEEIIIYQQQgghJBFAjcAEJo5G4MvVgQKZAQCdTjgtJKvbIZofk0Ys8WNN2lYGEKwVU2Ci045Il1+1I0SnZIrRzBP9JhsTDRur7yH6ebVma0z0sazGnOhcWL0q0ROx5xOdC6vVZ/WdBNEVsRodK7J5GiNGjKX/sIMAgFf76bPt8DPu+8eiJWKvwyK6dHmyrfRjk3OXAxCsAyX6ReHfqpaZaH2IHo5tq5UGkWt/tXu4H0t33mlw1TV6HKIHaDX1pE9FbwZQXRSrbfToXFceXRbpx+Z/4PSkfr5H64m20aqyroxs2MR/b1tfp89oNbFm1nFl5WbP+rFn4XQS5f4AqjNmNelWlHX3Y8mD+l1w0YOaV/OcH3v6Y6crNW7LQD9WpJnTL7K6VqKvY2Nyvv/V1FgIbuO0tvoBAMD8njq3Rc+nR369R4E27h6FzNTxMHCVGw92LoqelNV2FH0eKyslGkCbf1TNM9GtsWNYconVE5UxLDmjcfcI/72nN0QHvQcAlSs5vTZ7o5tMd+PF5jnRURpcV3WHRIenyf7FfkhyS9e3NT/ImJQ5Z+tZvR55LVppgOpe1fxSY6JNZbXUpN7QtqqbVn6duw6bM14Z4MqQk5ofkqRw+WG5kdmxbRUkl2b/tIof29d0MQDVUASAUfud5lmSV17zY6KxtfAhrSfttzpeootU7httnwgjTe6meq8yDqx+krTZ5l4ZV2m3ZvZjEQdcDrf5usAm128779Vc8dVjwW0CdGxuS63nm9zZnU/6x47HrrFOly/8DdXq+z29K+39E+3NsPWa8wd/sjnovIAuRba/o5u6ep3a6rFHPF28SY10HL78lhuHMn4AIPsOd92939LrFp2sfn20nqw1VltPJCrtWEl10pVn74wbs/sL0eS1um5h+d11bIZeh+ht9XxD68lYslpc0i9WS1bWDKvNKef5tKnG5NqsBpjkKJv/RevMtlnuodVXk32K3cPI3kR0+QBg0YPB7wG6xmzLkM6PbSvj9OGshmHzqk7L8lhnt3ezeUT0CNsN0HOsrOnOYTUUJQ+KTiugfRr5Unk/ViSN07cUPUIAKNfS5f/IjKpjLHsY0XAEgOTnXZln5MOIU1E2BgCilrn9gM190pZXW2rO7T3Bab1Zrb5tud0YntxCx7CMBztuZB7btSb8U7dmVUmtepiLUQWA5jZAx5XdO0ousDqbojWaZ4iuhTIAz6VXLVRZ9+x+c1RG7xiTEHNUHxV0XgBoPtHbc2y91489u3RbUDsBYF7GCADA0E+i/Zh83tCSen+lkwaWreyHZJ5HPqVrsD/YrVCvJxY5ua67B40Lqd6lbBpFvxPQOZnpfd0LDl3t7r1db49u8dpnBPzSfez0R+0eQPaqdh/brpenYWgSp2j02bVmcMkqAIAlfRZffjlBa6ZoXdt84/98VDjCj+17PBoA8MC3Wm/vKq//bBLyJkX5DToeZA5aDUfJR1YLUvY835pcEHLArUUFThz0Y7L3frOS3uf6B1bEaYromN77k8ZEq9Hu3faGus+Y1kE/Q/rSaj5LzO7XI9a7NShio+7No79w46RrSt0jDF7g6d6agTBwhtt79qiq+aNM9Dys7q7np0ZgwiIagevzAXfdZF/5OnUJKLGDGoE3CzfZ8CCEEEIIIYQQQgghhPwT8EEgIYQQQgghhBBCCCGJAD4IJIQQQgghhBBCCCEkEcAHgYQQQgghhBBCCCGEJAJoFpLAXG4WkvZzILnzAvAFXi81nawHiDKuUc2tf2QxAKDwj1ptWEdXWhFlERq2Itgi8GsNP6zoryBGI6dTakwEpK14uQiUy+cDah7RYbjG5NqsMLwIJlthahGkDtz9qx+b7gkCxyfWbkXTRTTaCpCHry8AADhXdJsfC+vlBHKL1FOBXBHV/XWEmlcsWeXMK6zQtQh7i1EGAOzO5UoRmgfU1KDZBI2J8Lm9H6LXbcWqI3s545cm29UcQo61BgtivLIiYwE/Nv51d52+kDWAY6lDgq7R0/wHoGLL0l5ARcatyLr09zNjNPalZ9ZhxfZF4N6OTRGQ7jVAYyK4bgXfZRzYPsvzrRNHzntGxZF/vdu7tgxGLPuIUZ++zbh/tbt/uXZrbFpd9zudyU1V+Fnu19JKWk8Eqa1otIhPF+miRiMiPH6ugYq1Sw6w90iEs+35xHzA5goR05Y5a81oxETCmhaIcULa3/V3VVEd3LXZ8SXzxV7jrGIuZzy7QHOGmMxYQe4P27vSGjxI/rBGP9WqvgwAKFL7TT/2v8ddaUXgNxR3pR2v8r41zxBBfTvvJYdagwcxFxCDCXvsuVDtl96vu36x5gJiAGONFuTabZvFzEA+C9DxIOcA9N7Yfm7eL2+cC1n5uhMWt+uOfIa9b+WmOuH4oYPUaKTT6dHBDQVwrIMTrLcmBO3e9gxLTJI69vpgAEDafmr+MXiXMwQRDX0rKi85z+Y5GUvWIOryawD0HtmcJuuZbaeMoVfPDPZjmV/qCiA4l44649osBiYAMBiu3r539djsL7jYtFUak3bZ9VaMX5p+qjExTnhpUNzrsGYXct9KrNeYmIAchBqxyAkP5VNhfWmDvTYZa19X15iYQ1gjAZl3tu9ljelUVQ0e7s/q8pFds7ZNcMZC43e96sckz1R7To9NV9Ede3SYGifImm+F9V+t5dbbdt/peittFoMC22Y7j6UvxXCtuNkDCCEXdO4eS+/mbtrhatLw7Bk35ketGu3HyrdsBSB4TxH11k4AQNfn8vgxmbPW/ORbbz9p9xTxrfPrS7jS5kPZC1pTNzFgseY7ct2yBwA0j9jPEHMNmwve8gwGZpUx48sjPKWu85Jz7b2X3GjbLPuKdiXjmpuNOtFVK3rJbHQGHSOtmlVxL8zmcugwt4ey+9KP27hS9pgAMCuDM4CYM2CFHxPTvE1FtZ6Ma2ueJGuGXTPlHsVntGP3zdK/1nBD5puc1xqByXl/zaYGVtuKOuOQAnPVACYv3Pq5taAeK4Yb0amNOZdMCpuEvGQ7a8Y4PyR7RWt6J/nGGszJ/qLTgs1+bN9xZ1Rkx5yc72hWNT2RtaPA+zX02gp6+8O2H/mxToXaAQCGZlXTlWNtnPGZXavFmKpdCs25ckMOLa3vh+L7eUvmjP15SvY1dh2V+2vn5zLvR8K3u2mscu7x7oV1LhEXQJOEIou7nGZ/Nqjt5eSQXv016A3E8Od0XxOzy/Vz1DDt+3YjXP/tyxrix2Q/1WPEMT1f0/8DPpyi10CzkASFZiHkekmW0A0ghBBCCCGEEEIIIX+d0Fgg9CZ7EBh66dp1yL/HTTY8CCGEEEIIIYQQQggh/wR8EEgIIYQQQgghhBBCSCKADwIJIYQQQgghhBBCCEkEUCPwJuNYeCiQxj2fPZbeieCm/cWo686u5UojZjyt6T73QlShAWBBWQDAvIaqZjyvjKd4PbaFxla596MGRfixdu87EeGX31URXhE4tqLfIuwdn4C2iEIDQNFNwe8BQPENrrzHiIMXaOuEnHufVmHeJS2cYLEV2D53pxMYSG6E9ZNecOWlCU/7sd4bnFBx+HK9trVNowEA3d7WY9HxdQDA5sMqVt17hBOpznCmhx8TUV8r2C1i0FboV0wcrLCxCCBbM4A8HzpB4yVvzfFjIsYccz6dHxvdzYmWW9Htbz1x7vNGxF6GxtsT1AhFiC6mQr+hXp+/+4Irrei9iM//cnfc89p7L+LIIkwPAOl/d6UVRxYRdisCL/1nBelFqNwawMgY+aK2xu7f5e7LmlLmdxiFvAvYUhiJgTVlnHjzslC9p2U7ujnR+A0V8Z5/2M0dazZx51lXZjS+KnMfdeXgLaP82ARv7FqTBBnjVrxcxrM14ZBYvh0aE9FrEdEXwXLAmCpUL+/HXo11g67Adp1/9aa7UvITABzL4nKUHV+NUrjrFkFrAPjpXlf+5weNvfhO8HUBmqOsEUuBek5Me70RfBfheDvHpa8qLNeYjOd52Ypomys4Ie6CW7WeGCeIMQ+g+t8z62js/c6uXFpJRVak/dawRdpic7O01ZqySB9ZYxCZb9Zo5PVXXCnrAKBmLFWNKYuI54uhAKDjwRqwSGPt9Y5Y7wwRxMQFANJOfRgAkLnYPD82p0GM97m6TogZzb631HBDrk361pqFyHi01yj9Uv/9HH4skMuZmbzbRetJHrRi/ydTxT2f9BneVXcdMTqwcyi629A4sSnD3bXlNJ87uengoOsCdN6JMQOg48HeZzFzKGzW4KWeIL29pzKGrB79m23dWrSvqBo3yFiyRhmCXedl/Nl7L3lfDBeAYIF+QXJFtv1qWPSe1x9iYAIATQo5k5DqZixJvZ3P67Fi5NLzDTUF+18+V9q1NbqNW2/t/Yis6gxdqhTT8bV42DQAwaYB0n8Rc+OaWskat/YBnbsyRsZ/PcmPieFA3dyt/Fhnzwii+1vapqjlTog/pTEFEHMu2z9izFE5v5qPYItLEOHJm/shuadjn9Fq//H2bptL6F4wWxmXf+34knGYdr2uPzW2uLzwP2Mg8viXrrS5apG3hzgfqn0lRgvWVMHunYRWz0UAACKORMc5FlBDvVGd3b3CDHVFCsCtn3366vlmvbcYQPD+UMaG3dOGrXf5PLqpmirM+tYN8joztd65O91aveApXaubj3V7l4iNOg5knXhzoxoDLvmkMQA1UwGAxdmcEVyelupKFDPAjefw38L92LGcLkfKfnLbe1H+e51mO6OMQlv0nkqfyT0DNKeEZdinDSiW05Xd1Bgkb0e3b18+QueVtNnmJTEbe8/kNNmHvPZC3LZ3+lYXvuwVDrn3lmbyY2IK09U4sZQ/7Pa+y43ByQZv7xtRSw1EvvPyzdAp//VjaU+4e1Vlptkre2Ou9yo1mYn11v5MJV/WD/E2JwPP6N5b8pvN1zKuolaN92PnPnFzMOwN/Yy8GV2uf+QbPfZYFldvo1nHer4RDQAoZNb5UXXcdZyZq9chuax3qBoqVfWmRyVjBBQy0TmetVtlnKZyuQ88nEZDYnqy8eO0fqzOC4BarxBCbhX4jUBCCCGEEEIIIYQQQhIBfBBICCGEEEIIIYQQQkgigA8CCSGEEEIIIYQQQghJBFAj8CYjz75YpPT0rtJW9/RCCqrw0JJCTiPjC5Udwsax2QEAn5bQWKZGngDQgSwa9IStIreojsXbZyIAAGmma7V2DZ2+4IKqi/2Y6L6Jfg0A9OvjSquvI/pvVttFtFWsXogc+4TRU5n/gdPFsLpbcp75j6ieSpuPXSnadQDwzSOuPJxxnB9r/Kl7zj2rTrQfk7baz9iXU86tGjWibSQaK4BKMFptHNGEslpJonti9aLGlS3gtVn7fmd7pw34+P+03qIHXflW96N+TPR3fM0pAIc93bfWIzUmbRD9DtsG0eoDVONK7oHonQF6/+z11G/ptFXCqqqWoXyG1fQTLTPRowLi15bsWt3pfg3uo7pfoh9T80utJzpeVn/O1+XKuUeDZZ32ZbuOqsMW1SGA2x2ZB4CO18HDVONH7mXWA1pPtKMOfq1amlsKuTljNdSin18CAHhoYWU/JvPYat7IOLBzW3TiPm2qMWmL6Od9b3LVvaKVF6qDaSCcNuAuc+8zvfEsAGBbUdUyFJ29gycK+LGdj7g51njXSj/W841yAIK1z6RN1VVKytcutBqKco1NjWyOjHEjt+rr+VxaWsWPbS7pPiQspWpJiX5fS6PtFd8cbzbBlVZLU+ZE5KeqqZT3sNNU+tJoccl5RFMQUF1P0d4EVKur2ofaf2ubuv6zWm9Sz+bDUdWdll7bEXv92J5crtyVS+udTulKO7ePlXCf8cwYjW1e0Mmrrzpsc96bF9R24DJ9Vw/RTst+QOd97xROI2nxRnfemJ563kEvudJq19Wa7cqV+/V6Hpkbt55oGNp5IGuRXRtGlYoAABSp/aYf86TZgvTGZO7YObR3gZufo5ea9azL/QCAHNnW+DHJ64cz6rGSa21bRCNqlcnNsrZuKB73WJsL+r/n1qIMZs8R2bZGnIOjdrvrtOueYK9NxqTNXxWXuXLWcc1LdWe4a7d9L3PWtk/6IKNpn2jl2X2I3PORrTUmbZ2u0nH+3mDermc16K1jomcHAK/3ctqAppt9fC3b5BF+7IFvowEEzyvRPZWxBwBpvFxu19FtDdyxGY7o+Z5e4Map1dkUDUo7x+XetyulmoOSRyq8oPWs9rGw+bQbcy/3VV3WyvmdEliOsqqvJmv//Na6/lSr57Tovqil+nQyvqwuZUjHoXGCa2e7/G/HTblvwoMvCEDUsGh3bS+pNuHDns5d6mw6j1vmdveqrOnTpN5aNNxIcAs/GY25+7z8a7XtJr/u8rmsdQCw5BGnuWd1WSe87XJQBrOOZT7s9pvRnw30YyMXuOtNXbWxH6s80l3v6Odj/NiHC1ze/OA51eNLddKVgWRaT/Kv7Fl7vtHOfy+/N/7snmzWW26tDP+mnB+LyeLOty+1rjXZvJ8Y/7NJ9eze9vov+3rV2M4R68a/XeNEq9KurTI/B/fRtqedWcWdI8ViP9ayo/u5J6cZr58/4cppPXVPXb9ZJADgkbmqDTpvVW8AwNCvtc+8LSNKb9HPrT/V3ashZt+SHU4f8btN2f2Y6GK/ud4IdnqLeo9GEX4o965oAMFr1x93ep//lGpzPrTQlWs7q+Zt6S5xv6PzXhc3buLTEV6xWu/HoQzuOjLFqiZiCm/vPitUYwu82IphqksZPciNvxl1VbNUtFUfNTquB2Pd2l9lu84xO+4JIbcOfBBICCGEEEIIIYQQchsQGguE3mR/+xl66dp1yL/HTTY8CCGEEEIIIYQQQggh/wR8EEgIIYQQQgghhBBCSCKADwIJIYQQQgghhBBCCEkEhAQCgdtfVf8mZvny5ahYsaL//zF3A/d54uoRG71bs6yCHpDyNADg3APRcc7V8w19/dwHrrQi4o96wudWrFpeW7FqIbKQihnXqOTEjK34r5zbioOL6L1v6gDg3DAnZBvTR8VwpzR0pZiQACq4LmL6gIp+W8OIGrU84ePQWD82/7NRcdrSa4ArUxph6vbDXSli2YCK2Nu+EvMRK94vgvlWJF7MAsqs1tgRz8ijrIlNeMqVq8pqLKqzE5e2QtxynVYkW0TfxWgBUMFiEVm3x1rzg4ZTXGmF+udVcp8n4taftNT3xtVKBwCov1DNSkRYOf92rRfZL8K9+OoxP3boPScWb/uxyPrgz7KfJyLEgIqbW6MTGZMtxmpsagNXhv2SQ4O5jHHI5bykgs6ztrgxHDn7b0p5KdxcxJmUf8/5bpB2w0P81zIvbd+fSI04iMi+zRWvvO7KXLs1JoYMs4qpCPvLnzkRdmu0M6+Quw8rG6hodLlP3TFPL1Xh+HHFI1y99tEAVNQe0PluzX+kTfazJKfY8S35w+ab5V66tHNIzv3qAL33s2q5/rO5RcxH9m6v4se2tVkMINigQM5n5460y4r8Tyrr+mJlU+2LcrVedi+669h89hMnmmJ08P3PE9MQ+37zfnpf7j/szr1MlxH07evK88k1NritE30f2lMF0rfnd6U1lpB5Z8XkB/RypTWWECF6K/xf4Bnv2qwri2AciLouiAag5jUA0OW94DYBmi/v+VljkjdsPpIcZfP/a91d7nl2wrk49aWeFa4XAw97PXKfW7W9349FJHdmHWLsBOhcs+ZN8nlyXYCaIlkDH1kv7NyV+/HgIo099pUr36xU3o/VOLEizrUNze0E86O+VsH85OddadK1P17sWij3fFJtNQiY1dSNFzufZC20wvXhLZ3pw/jjnfyYjFe7psucnlNIx7BM4J0bIv1Qnqmuz2MeUnMUEd6341UMGxYaI48Cp53If5O3VeRf+siu1ZLn6hmzNLkmazQic9GODck5i7erqci2QW4fIv1tkbEspgmArs8yBgDNjfX7qflVzAPOnCIcOnd99xaTwJpUdYYgk6qn82Ndx7i1fLAxIJjW4FJQmwBg8GlnqpCuo5oqyB7Kmo1lf8MZujycTY1sxGjEpDTfz8vOExkHlTce06C4SplkunOdM/ewRknSL78Z/zvB9umL77hScgKg43ruoxorsN/1ZXR+HevSBJsXXq0X4eq1iPZjEV1cH9xfSPtA5sfeBmpSJRvEAlBDi21vjQYADMyo5i1yrDUREuOqd41BhoyT5eZHAtkjW1OKOWXc/X/4O3fv7RyXey73FgC2euYodl2WnxfsPuLoamc20XWLGscNXuryzLYtOnel/6wRnZhGRb6h4/r+025cW6Mr2V9bwzoZX3YcSh6xnyHz0957yaE2Z8j+onJ3Nc/wk7csbPaEGX73Q109A5jB3XQvsS2/i9m+skZ6l5N9ucl9kkxN57fb6PJ61IhorecNjk7bte+Hdo67l332Y9cW+3PKudf74/IGxnzi8nSfflqv8I+utIZcsscalU376lAL1wa7JkQ0LQN01+S6bNkyVKhgBir5Vzl58iRSp06NrVmAu26yr3ydugQU/A04ceIEUqVKldDNSfTcZMODEEIIIYQQQgghhBDyT8AHgYQQQgghhBBCCCGEJAL4IJAQQgghhBBCCCGEkEQAHwQSQgghhBBCCCGEEJIIoFlIAnO5WQiwDMBlAqtljPLt6rKIQ+rjrrTK3Z57QObUKlJ8cIQTg175tYpBi8DwpErGfMFzlji0P8IPiYiy8efwxXyHd9CYmFdY8xERZl8c+7Afi5oxDwDQbrg+i95c1AlYi0jy5ZckiEBtRLHxfiz8w+YAgoX/Z41wgraBr1XkNuSsE5Af2k3NK0QU3IrUi6i7mFMA8YsYW/FpQfR4rfCyCJWHLVPR+XMVnQh62Btd/dizqZ2hihXqF5FjK16+N6O7jm1F9TpEc/i9LlpPBOitcLHcGxFyt2YE8hnWGEGEuK2RgRxjDT/ks+z9+3WEM5xJ8kYPPybCz7ZNc+p41xFr3A3mOseWGrHz/FCpdXHbYsekMKrNbZzWKnoDYmRrP7S2qZvn8Rkd2LlYpFIUAGDy8XZ+TPrP1gv72Imh+y4uAA49Eg0gePxPr+dKKxIv4uZ2XInIuQibj2ir70k9axw05hlXvtld88Pgbi4/dJ2+049tTpkHQLBphxglPT9EY7W/cKUdN5IrZDwCKpLdr4/GvqjtSskJ9lg7J8WwJXtxFfPuX9LlHmtisfjRuGM9ACfwHbI+wo/FVIgGAAx6SY99rZ4ntG7cJtpNcYLw1pRidy5XVivb349F1HsVQNCw8a/XmgacW+eZURgV8fHZqgEAmk3UeiEfeyYJ5saN7+za0nyizr851d212b4XgfeRbTT2gbcWXetenvK0pe8zRgLRuZw4fqeJanIkQ1dE6u14FAOiWVk1Hz+70eVjK9ifaabriyJpVvgxMZaw5h7yelpdHa/1Z7jx6vl7AdA+sOL9MoYkfwN6L8UIA9A8/MvdGgtb78ZD+eOb/ZiI6FtTsO9LuDJkuM77Yz1dLrBzUdaat7prTLwcrCi/rG2RU9Xo6lBON67z7dB6673PLVBLjcKizrj1rl3bCD8mRgx2nogxgG2fXNv7nTUm7bL916r6k+6Fde3wJvJoqEmD+ANc2l7Aj83p7HKpNTiRnGfNw/73uCvrzNSY7FfEx6NrPzWiiMnizCmsKVLJ71xZ4G01Wohp6swXwner4Yc4uwxdoAYw0j4xXgPU8Mma8IgBl633ZjaX3/f1VLMLMQKqMdF8rly4daLwDDCsAZjkUDsnxGAoPuOzVxcYQw0vma79+lU/JHuYSbMn+7GupRoD0FwOAO0/dKU1h4hvPRPzitKf6n1GwZ8AAOOfUtMtuVw7Dtckj3AvrMOPuG0ZV5HAILfHyfeLVpO5Y/eCMiStmYPkBdt/m3e5tWPyBF1PGr+fGQAQluagHztXYa17YRLXtg5uzyT7SDuHxOCudEY977kF7rPCNmn/TO6z7fJL9JF1HAA6veR+dpjVQQ3DIss406iIx96Mc+znT+jrPEPcuI/uo+O6uDeWXu+l9WSsW7Mq6VtrFCb5web6rg1djp81QE2HJFfY/eus8y5nVMn4Xz8WnwFf6ZERAIBn10XHaZ81U6zk/Sx010mNiRnHmjFRfuzQdJeTg0z2PnbrjpiGAJpbrCFJ5aluPASy6ngIKePNLeO8V6T4pDjt83OTcQYZnMK1xY5N30zHBM91du0Py6/rTosyRTB2jB5Hs5CERcxCfkl/c5qF3P07zUJuFm6y4UEIIYQQQgghhBBCCPkn4INAQgghhBBCCCGEEEISAXwQSAghhBBCCCGEEEJIIoAagQnM5RqBI+8FIjxJhge+deWlVeX1ABGYsUIzH3tCS00/9UNhP+UBAHzYXquJFITobwGq3WU1TEQvysiD+XpuVqNDdDhEbwkANoc6jZEisapNKFIVoq0ExK+5I/pmVpcvPv0fqWe1Z0RHy+rFLXzIlVbrR7RfrAaetOGdFzX21WOutLpgottk2yzXJFppgOpapT6hsfS/u9Ley0N1nP5HprKqj4KGUwAAectO8kOiI7TMSEnKa3ttouVi2yJaYW/iZT8WWdjptrzyuvu/yN0Aqo1mhhJeGuRKew9E81A0fwCg4FZX2vElukTj6qlWki/alfU3jYkOphWgO5EGJB5+yQcAiK7zqx96aKErf8+g1T7x7oMdr78Oc1pd4w+rLqXoE9mxZHXzLqf+23n1P56wZkwd1XGU8WTHhszLyF3RAIB9hyO0nZ4mnJWhOginfWMFgM7NcBpRYQdUw2pfUacJZzXu5HqMRI6vkWQ1ciS3WD1OGeuix2axOUPyoJ0Tco32uqUvrF6VDHGrhTezTtyY6C7a+1JhuSt/zababPLB6Y5f8kPnPfnB37Jotbs97aqPjS6faHFZrVNpg5VXkz59ymgEri7jSqtFJxjZIf/a4tOXLf2KaqNJYrdjSXTG3qyqWn7tvnNaT1Zj9NX8TvNsySeqeSb6b6KJZceXjAPJY4BKIo7Lplq2K/u4tpRr+7QfK1LKfYbVKntz0DEAwPySaf2Y5GE7l2Q9seutaD6NK6TXmKSUu0arTSXajtmMVJnMcbsWyvpodeJk/K9Z3cmPPZtiaJxj5+xyGlGiHwjoGLH3XsaGkZH02yrrFaD532quyftWt0zWfKvxK3OwdEvVNRShrLy7dKzLmmVzgOgL2twn7ZP3ANUIE+1Ze54exZr4sZ093Xos2n+A5g+rXyl7CJkvrdrqPR060d3TTk/F1QkuYfQuRT/Szj+5R6JXCmhfWW3jiU+5UvY+gO7x7PyTvGT3WqKvZsdNuZleHjaJ7uHtbt2xmq7yuXIOQDXc6g/P7Md2PnAw6PMBlbbLs1t/FDkX6nT7RHMaANa0iQYAbI6N8GPx7SNFS82Or+gNbv7On6D5QeaJzQGZvvXWNjMpYh51+7RURutNcvObC+b7sUMbnY7qg4u0nvS91e6VfDknm15HeH53bXa+T8tQBQDQ9bvFfkzGnOQ0QMerHf+Xazjb9Uz0Ne3e9sV3XDnkeY3JGmfnruQgez3h/dxeIt0zqgMqY7jVcxF+LFAiGgDQ1OSRSd32uRdmUm6b7c5n97uiSTi4re4jZzV1mpt2fZRhaudph+GutGtmk+lO37LXAK1XZGFcvb3jXm6Wn8UAYFNRV8qeHtD7JvcMAJrsXwwgeM9R1dunhRzRPcz9290exu5XvB8D/DUWACrnH+1eGJHAzVvqAwjWSZQ+sGNJNDSrLdQ5lu6Im2M2V8gYsn1qXwuyR7A/0x3aBnykP7ZQIzCBoUYguV5usuFBCCGEEEIIIYQQQgj5J+CDQEIIIYQQQgghhBBCEgF8EEgIIYQQQgghhBBCSCKADwIJIYQQQgghhBBCCEkE0CwkgbncLARh3wBJy7nXZ1LGPWD9fa5aoWg/dK6oZ8yx/R6tN8ApMOdt9KYf+vVRVy/HwgJ+TIRgrbiumIRYkWARu7fi+CKGnvK0xkTw1grrixizFZCXes3fViFpEeldZQRyy/Vzwu1P71cBeRHJtmLVIgwtIskAkOlLJ8q9s8EaPyai0sM7aD1flHy4ing/vcUdM65qDq3oqWhPaxHjh+q3rAEAuD/DHD+Wa7crrZ/LuQnPuhei2gug/pbN9rRBb1tzgUxvuGMP9RylseXuHr48XU1ZRKjbHiui5bYtYnoi96jGUyqKvnmAU/stMkb7ovfXri+sKLn0n/X2kHvVe5XeKxGYt2NEvELE3AQA0njGKs+/rzExXbDjUDSlK39jzBKKbnKlGf/llzkh5BUVb8P0VtF1zNDilf1QpwVuLN0/pogfk/Hw7QN6qIyHembu9OnryjKrNSZjQ0x4ABXlt4Lw8RkLNR/rfr80p6YK+ovIuRgnWHHrX/uMdy9ExRzAzhJOQFsMHwAVlRfzAkBz0AvvakxMeqzxxrYMTpw7JtdRPyaa29YsQfKhNRCJT3xe+sfOtZpfxrkM/3qtOL7MIyv4Hl/+ytPPCdzPmaIC9zXedvdX7jegc8uaOciUkD4DNG9a4Xg5psFUjcn1Fv5RY2JuYXO4GA3Y/pN+s4YM2ctOC24AgBq5nRmFGBbZc9s8I8ZDNd6I8GNdF0QDCNJMx6hmLh9kPn4uzrHSP9agQ8bGrA29/di2ia8BCM5Lsl5YwXcZu/Y+i3GJ9DsA7N3v5VDrROE1QkxuAL33Vtw9PhMLafPiNBF+bOgn0XGOLTDXMzwwHRndzeXkiPer+LGINIsBBC1Jfq611yv31MaE5iM1D59L5fpe5gGgY02MIwCg2udO8D+qm66jMtbsvHuzu8sjs+poHpH81amviu0P7ev60s4xyQevFVczmnQVnSmXNUkQA4jf02tM1u++fTXWqWWEe2Gccfq/fi6oTYDOX9lPWYOOGXVdaU3EJN/YeZ92rGvzvvZqIibmXYtLqVnCyx/EXN4kf820Zg7xzasVdQ4BAGaVzeTHZNw/8o3W25PTlZK/7edZUww51holvZn/SQDA0GX/9WMyT2y9TNmi3QvjlvB0qNvrWJOxJCnc9dqcK+ex60+1fs6QTczYAKDOTFdaYwRZ2+z9GxXqcm6BsppzFz3oyuwt+/ux+atedZ/VTE2E8MxYAECTiSF+aNIUdw+rdNFxKJdZf4bZm7zvXDpq5B/qh2SvbXP40kqutPtrWSOXG18Gmcdd8zujnZhuav4TvjwCAJCkWLQfk1xu9/fNv/PWmC2FNTj3EVdaR6AMnmvGwgf90ODZiwEEr5nbsnn30joOSoK78w8/VONL1392jPSo5PbZRXLrPlv2NeFntB9HP+OOtfOueahnsiELG4CVnd2e1priyRy0P1dEzNWfT3y8STunzd7LQ0H7Yfm5x+61Qpa5sVklVsemfG6rITrWIxe4sW5zlRjyiPkJAMwr6x3zwXN+rEA99zOf3V8Idq2WvGDXjsMZvTYbExDJG7ae5AC7x+qUpD4wdJr/f5qFJCw0CyHXS7KEbgAhhBBCCCGEEEII+euExgLJQ65d798k9Db8fsatzE32nJgQQgghhBBCCCGEEPJPwAeBhBBCCCGEEEIIIYQkAvggkBBCCCGEEEIIIYSQRADNQhKYy81C6ncCsuVzr4c2dEK1naYc9N8XoeHVxlBDsELbkxq5Z7yjW6vQtggMf1Fb64kArBUlFwH+/1NtXZz3xHCPZNCYCMW+Wi/Cj5U/HQ0AaDhF63V6yommjx+mph3tP3Tl+hJaT9oX9ruK5oracEyfwX5Irt1qDosOvTWWEDHcs3dqTPqothGcFios09cr9juh6/GzVehaRITDOw7Uip4q/rProv2QiIFbwXwR0z5t/F9EgNuaNIjYcGQvNeuISO76zZo+SN9bkWwRS7cC/BKb+6jGxOBhWEdXWmFxES6240sEhq0As+gul66uAtrHhjkB7TRGDD2nJ7xuhebffcGVMT/qNaLMt4jDQ/G4GxzJGLdeYuCIUbP3FL2ja6pY9ZSGrjR666iw3JVWRNyabwgivm7FucVgIU/3dhr0BnaOSpP8kIi/r8mv4v3933Pi/dZURMa6CJ83f0UNi+a3d4Y3Fc38K7jVlW9305jMoawHNFagrzO6qZ9c2yTDxc4/0TZv87HGJEcN6ayxu+IxDxBTCpk3gApoX2vuyFi3Ave1v3ClzcNiTLA7l8ZEFHxU/ip+7OVViwEE5zkx/7FGHtLP1gRK+k/uGaAi+h+30ZgIvNt6Iqh/2Ew/MY+xa0K1T92atbKOrllyTORUNZYosMsZLfxUUI/d7wmji1EGoDnHithLP0v+AjSvWlOinz3voP96Qvi7TN+WWO9KO5YkR1nTiQ/bu9IajchaafXyRXTeCqpLm+24kbbsNyLw0nZ7T5d5W4IfjU7/Oy+60s4TWQfaZVXTk/JVnelJrwFaT+af0cv32zWhmcbkeuMTlbcmKpNSOvODYy3U0CLtCW8r2VAn3rbvGgMINquS/rVtEXMPa1qzJpsz6tr2kOY5Mday47BIF2emNXSjmmnJOj+npIr954h1Y/LLmnqsGA/JWAY0R877WvccUWe6AtC5C+g8BuDcAAAASGBJREFUsfdX+kj2MtbIQ8a1NX8Qwwo7/3zzg03/8WNNNjjjBjHAAYBnxrjS5iDJM3YcSi614/X/PnLlE59rLGa/y8nRDdSALOJbN2fDoCY8Mkb69NNjZX9hjWJ+vdtdR7vhKlAl9894GyDmg5fdC9O50U3d9Vozh81vOVOpIt2b+zG5b/WbqRlH+QxuTNo+HdDLldaoJaqWG19Lmur4qjzTrWPnsqqZj5g0WIOOF99xpc2Rc2q6641Yr9cra2/41Bpa0UumgQ5q4NHey/X2vkXOjvujWeYD7tx2nYhvfkpbZY0L6/uy/17vWGcmYY10Zn3i+szmgmkVvbkjHQBg8H43J2yumtNnrXthNpl5T7j+s/0dnd/t68e3V5MgMRZb+4D+nCJz0uYvyXODv5rvx5q0rAYg2ARnTW7X5qEDdP2RvojMMForjnEnjJyp90qu6bkPtNob3rhZavwcK5+Idi82mh9AyjjHpZ37y/khWTPtz2WSu63RldxzWZMA3cNbM44V2ZwJVKfZv/oxMSTp9MVOP/Z0vzxBn29f273gW91dOfSzlX4sbJFrv92vy7HG68vfY437erIf++bzxnhE0wTNQhIYMQvZnQpIdZNpBJ4MALlO0izkZoHfCCSEEEIIIYQQQgghJBHAB4GEEEIIIYQQQgghhCQC+CCQEEIIIYQQQgghhJBEADUCE5jLNQKBZQA8XYW6010pokiACmIU26gxEWaJTa6xDJ5giBWM80TupnVWTZT6tZ4GAAzcMs6PieZN97f0UNG3Ea0hQPVorHZK47ed7srKBvoZsZ6+oNXHE30nq58xsrUrrXaW6FJYzQrRRFlaSWOiuyMaNADQYqwrrQ5h0U2utPojoo1mjxX9H6tFVNbJgARpE4pGn41Jv1ntIGmz7atvPEmVHwtp7KGFcdssmkpW/030YKwGi2gFSX8Der8qT1WtpMGDnH5K17eTxGlop+9WAAjWTBKdLtGhA1RLxmogSZuemqix5OcRB9Ecsfpc0k4rByi6afFprs3a1UmDMhCskNdCI2Jzq1DoR1duMcJgY1q40gzO/uucno+996JVZHUc5X5sMeNLxp/Vd3q/sytL11KdsRwtnc6Y1ZYs7N3rkK2q7zfwE6cn1X2Q1nvS0/kS3S9A84fMd5tb7DwRZIzY1Cfj2mqkicaWve6o1E43MLy26gaKXpvMYUDHrmh/Aqr/Jvo5gHa91TSTuWZzkGgbzftMtYj6Z2sFIHjeyzC1moyC1QmS3Gfns+Rcq+layeuPn41WkiwT0j+A3mc7j+Xard6eHLvcLEvHPU0jq9kl99DqTopmUb3pGms10uWZc3eqDpRoJFntv/Pe8mXzsFx79jee9mPl87u1yvbpp56M1VvmentM2Bf0IV1fSeu/J/fKLqOijZZutY5vWSes/qKMAzvmRFNv2ld67weniXvvZV2x+k0yDuxYF51eO76iDz8MAGi3fZ4fk3FgNSgzHXFbukMZVBhIckDl1UbESRK1EX+aPNvNmcZpVL9MEs3QMz38kPTfr7uq+LHIE4uDrgfQcWDXfrm/Vv9K7oPN/6+ecXpkD1fv6sdkvIrmGxD//kLG4dQGGpP7YHXs5s0e6l4YobEkXzo9t0tLq/ix+1MsBgAM76DHSs61uVTWxXP7nZ6X3UDM6bsm6DgAiBgbAQDY93i0HxOtMntP7/7FlUeHaY6OGeRytNVVlHFl1+Wq8UjtSl/YPJJrd9x60lb7GaIzZnNkVF23vzhWULXZZtR1pdWdE81Xu+8T7UI7J9oNcFp9z85QrT7Jm1anUdaVmXU0Jpqldn5K++12WNo/L7fO96j3XA6weUnuh9Wb9DcsRlB0c2wEgOD7m3a4W4uGrta1qNMwNz935tL5KXnB7n3HtnBl6Wyqwykb4SBtzj1Oey+6gmrvSX6Vsbm4mGr4IsPvuCJGi3jOU67v7f5BkPkFAJH9IuK83/uLaADBe0GZs+M6aDsjlntt76PXMzS30y60Gr+y7tj1+7VCTsd78GrV8e5a0vW3HcTj97u8ZTWLrba2IOPB7k1EY9Guy4sedKX8fAFoH8W3R7ca4EU2ubVwVh1dC2Wu2jEXEes0MgdXL+LHZC0/eCDCjxVIEQ0geI8gc0FyNKA/H2U/oD/u9+7rxp/dNg9d4O5DjuGqHyk6w/ZnMBnD/p4VQIsyRTB2jNahRmDCQo1Acr0kS+gGEEIIIYQQQgghhJC/TmgsEHqTPQgM5dfPbir4p8GEEEIIIYQQQgghhCQC+CCQEEIIIYQQQgghhJBEAB8EEkIIIYQQQgghhBCSCKBG4E1Gi2cqIpcnmvzaK+457bH0Kiwrou6pjZB0bMcwACpYDqjQ7kYjirvruCutCHVghhNen/CUxsS0w+hn+4LJVnxbxJjF1AEARvdxJiFWIFrOYz9XhHTlswAVlR/dWq9XhGqtGK6ItVuhaxGaFqFoQEVz7XXsyeXKpBc0JucRMX1ABazjE3r/0AiGf+DdDytCLcLeViRYxHqNLrtvEmIF4aV/bZtFb9wKgIsQtxWXluuw/SIC6mtrqoi33Lcmn7l+/rHwCv89EXIXsWlAxYStcYqYiYhpAqDC3fcYIWkxGXhwkcaicznh6q5jVAhc+s+KUIt4cp2ZGhMzlQLVh/qxjtvd605n5mjFAV6Hy0ADgDbG1eByUh/X1yfSXLlefDQ0qtaza7nyTMr46wq7c7rSTlpPeDyqkgpEt2vm/a7GODI0XOYEnQ9k1UNl/MsYBYCP27jSmrLIWLPjS0xH0nV8zY8t9Axa7Bj+5W5XikEIoEYf7xph6v/7yJXWiEHmk9zfVh+G+e9Ffu0MDOzclfrtP9RYYU+X+qvHNCbi4TY/rFzqhNnfNd5JQ553pRX9lnFtzUKkH61hRZf3XGnF56WfrSmGiGnX9UwiAKCwZ5xgjRFEMN/OJ2m/zUEydBvnHujHPv3MCZ9bc6KQKU40ffIMFU0XrAGFDM03k6v5wtL3nSGDFTmXeXzHWY2J8YvN/3I+uR5A+6VV7HgNdj4OAFhWUQ1+Pvo/V9r8n/btZwEAkRlH+TG5v01C1cxqeM3gzweAzzwDFCsIjxTBC0U/03bp7yCzo2LONKCUMWoSkwEZA4AKw9scKfk9d2299x17Bn8WoPPFCsPLPLFzV+6HHXPR+53DwoR+ahYi488KvqP7iwCAT0zqk345tEXn3Qgv9QwzvkoSq4J2fkxyvV2nxBDk16qasBt1i9sWaX/K0xqT3PNqRzVfmNXGrU9WkP7V2q6TrElP/U9d+wN3qumJmBNZkf/SGd1aUGDZM36syBH3GdaEoPuPbkxWXaixPt5a9NKgxX5MclOeH8L1fLuc6YHNw9IvC6r+CgC4ZNYfyX3GXwKbm0YDALIX17UrbKQzK7F9dnS1i62drTlajCDm5Nb1InL75jhtEt8Eu0eRZceagMg4XGZMgmS+7z2hn7E9v/sMe1+6v+X61hoofNrUledNHpYxbtuS5xU37+36XKSjE7Wy+UsMI+wYkc+Ib69q552M3Woj8/qxh7e7e5Qjha5nsj+zuUX6d3TPzX6s4RR3vzq/r/etyFIv583Ui1vb1K1Fpb8137nolQUA0Nqsj7JXtWtm6bovAwC2jVHjBkm1j87VepEL3DiMWKiGIIcKur3VS56JV4qOuteaI4YgZpEb38LtBXua/Zz0ozVrk/XR7vtWtogGoHt1e2yB7cacYpcnVLa1oB/b7eXBGm31GjuhhrTUj0n/WJOgWRPdeheZW/eCKOUSZ7sTas7ytTf+7ToveWRbUc0jssWy+yXp501FNSZjbV7q+/1Y5HfOCMj+vCBjqPrXGlv7gOtnux8Qc5nSuadpsLpbcLo203y9L985r53RfkzyvzWzkntj50T27t7a2zCLH8va15XWuKf/YXcfdpk2x2cyhrN3AADCY7X/6uYExoIQcqvBbwQSQgghhBBCCCGEEJII4INAQgghhBBCCCGEEEISAXwQSAghhBBCCCGEEEJIIiAkEAgErl2N/FMsX74cFSsaURYsA1Dhxk7i6TXgzj+uXq+YEwzs2izCDz33gSvztH3Zj5Wv9CaAYL22hlNcOegljYnOkbwHAF0PezopRvxpbYVzcc73+itxmydaNlZnQ46x2k/yuXNqmqH7vicC9tREP1Rlo9NFsdolxT3NRKsBIxpp8yqpHgem1wMAjP96Upx6VntD+sPqj3xX0pWiG2Wx+kmiT9X5fY0N7xDnMnwtHtFNA7RfwiupjkqOj522ysKHtJ5oBRmJOb9dopszdL9qkEV/7TTIrP6VaKbYPhOtmNpfaEz62eqfiE6P1boSnUvRngJU98ceK/fc6ohleiOunlCioJcRVfI6deiZHn5I+rddMdX2Gr0uCkCwHl+7T9xctBpNoimTc4/GRBtK7hWg49BqBn3wnCut5pncLzuGRVdNPusho8m1d4Br58DU2na5HpszZK6tQHk/dn+o07e0Ojyi52Z1jISwWqrD065qfQDBGnfyuVZfqs3HrrR6iZKrrN6Y5AeL5DK5fkB1tET/zmL1r0TPqveEX/2YaANaHa/fPf2ykDFP+7FzbcbFqSeIBiCgWmHx6YravhctIpu3RadUchYAPDPGlb0GxK23os98bd+yagCCdYdEq8jKZsp9WG6uI2RhFQDA5g6L/ZhonX3ziNYTPT7Jx7ZNMq7tdUv+iuj1pAY90bChfVVjq9MXOwEA8/Pn8WOiX2bXQhlLohtnP8/qAb622uXwWaE1/JgcY/Xk5B6INhwArKjorYEfa5KcvEA1Fi/HriE1v3Sl1aWU8WJ1f0WXy67BcoydJ0W2uLbk/SXEj4kusF1PVEdPY5MyPgwAeHaX6h/K+LO6aTKW7LyTNcPuG97w2vyFWbNEc6/aVNVSq7Ha3VerfSmatPMW6LoojT20q3Scz7X3V8aQjOtXly7RN72xFP6C6vzFPLISALD5RDk/VmSm06qc01m16yT3Lc5WwI9Fvefe351LP+LNF1yuP5RTtbsyte3vXhiR5m1POU2zMc+YYwc4rTlfXBZA4Cm3/1llcr7kIHvdRfI73drIlqr1JpquNjdXWubKj8z4l3FtdaVF8+xkKo2Fv+2tDx1UOFbGms1Bkq/tPZW9jtX6lH1XVEnVeuu02vWLHa8y1tNW1bVjdOr6uJxWz0W4F29116B3omkpdG7X7+c0B/c9opqDkvtkPQV0f2TzcJEv3ZqwuaauCaIxZzVnZa06miHuj3ebC7k+K9Kwtx+bv/S1oOMAIKW3fr5l9vw9OuYAAARy7Y1z3s9MLpf9sN0rSI60+2IZG+8ZjWGZ7x2Gayy+68DWewEAvT/TeSL3Vz4L0LxgNS1lrNn8NTSF21tGlNL8+WH74DYBug+2t1n2U/Vb6n1uctzldTs206be6V4YfcYcX0bEaZ+sT3a89hjk+mBOdc2vkmfsZ8jaYuentPm1lKoPPHSX0wfu1FfzYVQvXeeEdu97+0crSO513Kwp+vPRpZVAnd+1yrJly1Chwg3+LEv+Nk6ePInUqVPjwJ1AqpBr1/83ORkAsp4FTpw4gVSpUl37APKPQrMQQgghhBBCCCGEkNuA0Fgg9CZ7EBjKr5/dVPBPgwkhhBBCCCGEEEIISQTwQSAhhBBCCCGEEEIIIYkAPggkhBBCCCGEEEIIISQRQLOQBCaOWUiJ94A0Rd1rTxG7934Vr32tuidsbNWMRQ3XqteKEretJ4r+RjRaXkemGeeHRIjbitmLTqwV6RYxdivM+2lTV4owNwCcT+5KMeoAVNhYDDMAFb4VYWcAGFXViSMvaaHiyCJ2b80mMnoi3cfN5YpZgDUyENF+a14h9UToHlBRdds+Ed8tboSDX/REra0Asgi8WyF6EVq3gsByi6zYd8VlcdssQuFW7N7THQ8SXBdRaRGeBtR8IGi47Hbl6RRxP8sKdgsi6Gw/S67N9o+I8geZs3h91cL07bh64QCA+l/H+DERZbYGD2LKEtFFTRA2D3LjVMwBAO3TTrFRfkyMJ2z7RLja9qMIi9vxIFrp1rhExrMIpQPAY1+50grw3/2LK4+eyeHHXp7ghLU7DtN6Dy5y5bb9VfxYuy2LAQBRw1REXG70w7U6+SERkBbDFkDH5pEMGhNjmtpmuu/PGs91ePf3Z2OCI6YBLc19O5wh+LyAivfbsS59bk11ZPxL/rD3T3KGnfcyDm2fyXmtKYCYjliDHJnjdrwKdh6IKYW9f5Lz7LgRUXlrKiLXZueO5CURbwf0mqxwvXxuxsMak7nz8z0aazYh+LMA1Ri3OXdFRmcgcKiCiqaLmcmPhbWetNX2n5w7PoMmK5Au49oaSzTyjDHWldSYmIlYYyE5nz1W8pcViZc5aNcdGeM2L8h4Ph7PvbTjX8a49K0dSyKobq9bxoEdyzKWrLmH5FTPTyroPDa/Sx6Wa7XXYfONjElrkiL1rNlLq5bOJOflpSv8mKytkossVttd+sVer8wPmw9lvNo2x7dmihGEjUl/W3OIe7x7/665z10buj2MGFYA2lfxbWusSYnsIcTQBtD5Zrc1cr/sfkWMAaypgrTfXocYbNkcIPPEmidJHrbrreThym2bAADSVVcxfRl/dozIPbfnkHsv899+rh3DMp9lDADaZzb3yf0z/gS+kZM1c5B+tnNX2jJnxCw/dn8vZwhix6bsUWzOkBxkr1fyvs2R0o9SH9DxZw2YHp3rypl1NCZz0PaV5EabryWH2zyctp9bU+d8PdSPSV9Zcydpv12fJKdZ8zwxXpn4lMbkvhr/FR+bUyTn2HvZLsXg4AYAOFfU5Xg7Tx741pV2bkuOknEw1pjCyB7AzgMxsLLGJHJ/DyKzH9v5wEEAwfNPPt8akEnejmqoRhSdJjojiqEdk8Sp+PJnur+XOWHXCxmTNkfKzx92DZZ9uN27yZyxxkuy57D3QOZufPnG7hEkj9jPkPxqDdJkHFgjQWmrPVbmgjUukXtjx+HcR+O2WdpnzyefZ/tF1oLub2lMxqZtn7TFrrdSz66Lsj+z5mZtmgGfG3MTmoUkLGIWciTZzWkWkuECzUJuFviNQEIIIYQQQgghhBBCEgF8EEgIIYQQQgghhBBCSCKADwIJIYQQQgghhBBCCEkE8EEgIYQQQgghhBBCCCGJAJqFxMMXX3yBCRMmYO3atfjtt9+QKlUq5M+fH3Xq1EHbtm3/VnHLOGYhWAbgMoHV0PP6OjY54pDBU503ytgvZ3VCyFZcV0RhrSBwkapOKHn0aTUjENFta0ZQ+lv3zDjd8Ut+rG9fV1rBaRHwHdlaYyK0K2L6gJov2PaJuK0Vw/3lblda0dzSy8MAADvvPefHnh/iShH6BoA1251g96HOKtgtpiKfNYzbPiumLddhBXKl/Vawu+BWV/6aWkWR1z7qRJFLf6kiy4MHOZHlKeZz1xypAQBY+focPyaCwVbo/R1P9PrBhRoT/ejGn+qz/KgO7t5YU5Y+/Vw5b2NXP/Z0BidCLWLa1oxARJmt78xybzjacZPpmwgAwPwXo/1YLs+ExIpWi+C0Fdp+LY0bazE9VaQ7fL0zPJjfXg0PqmG+e2HdVMSp4ohRuk4oSnqD47tScd8rZm6CpzrfqWxjP/TCu660wtRiXLKpqMZEiHtvGx0js0LduLHGLjLfZNwCOnZtPREZtyLPMkasMLsY8VgxdHnftnna8WcBAEsmqKGRiEu/+Vy4Hxv4ujOG6VG9igsYJevI2DlB1wDoXLPzT4Towxfe78dqHHGGA3NCH9aKXlLpvUsNkMQQoeaXcc83GDo3umJwnM+VfGjnifRj5ZEF9NjZbuzaHCTi5dZgJeJt19aoGfP8mAzxNx+L0IrejYlZEOmHpNusuYHc8+RmmZB7bgXXJdeKwQsQbLAg1JnpSiusL2Lk1hQp7fIiAIBOC9TcZoj3eU2NaPqkWGf2s6+n3g87TgUZN/EJs9vcLNfhjyUAa7stBgBUWK71zu1y9yZJfndfTpplW+5f9p90jM5/wo1Ra6TT9fB4AECT6s39mBiw2Pu8taArxZQAiN9kQETgB2dt4sdmTdH1SRCjCvsZMoasCLyYKhTdpLFvH3ClzeGyZhU2BhgfeAYUdk2S+yvrKaBGJHasiJh8xMy8fqz3BCf4b/ON1Nt8uIofi6m5GACQ6qTWu7TUvZ+k0mKNlYh29bdH+DHZk9h+kZi9b7K/sAZgIt5vhfUlzwUZXHmp2xpuyPuRHU2e8W5Iuqr/9UNiEvX0AmcQZU0VnvvAlXbs93jDrd/H0uu+Sua2zVVy/+y8l9fW2CWsULR7Yd0zvAp2rZY+mNTIfBfAS+xVzqiJy+JSbn5Ma6HGXh2Gu7KLMQaQufj0rsV+TOZxp691TZc52e1tPVbMfKxpgVybNVGZs8Xl6SZZB/sxmYtiNgYA5c5EuxfGQarAEbcns3ld9jN2ryV5xrZF1kq5bkD73O51Knd36/LApbpW91i1BADwcvXKfuyD51wZc1r3h7PaxN0fSv6Q+oDeVms0JX2Z9YDGJL9J39o9uhj4tDfXI/Pe7tHluq35iZiH/cfkm9pfxG2n7BntzxCSy60Jz+XvAbrnsMYbNWo587cildQQrt50V/brq/VChrt61rEocqPLS9YoQ/Y8Y1toLD6DDjHPsG2WPb+YdwBA6S4un9dIo7l8TnU3t+rP0Lkt49Sapck+3H5G+MfufGvf0/PJfV6csYgfO1bBrb32ZybJv5uz6s8k4zu78d/+Q60n64Q12JL5JH0LqPnOvC36M6J/w+zilnMS8OEU/780C0lYxCzkBICbzY7jJIDUoFnIzUKyhG7AzURMTAyaNm2KL774Iih++PBhHD58GKtWrcIHH3yAqVOnokyZMlc4CyGEEEIIIYQQQgghNx/802CPixcv4sknn/QfAmbOnBmvvPIKJk2ahGHDhqF8+fIAgD179qBGjRrYsiWeX2sRQgghhBBCCCGEkL+N//73v6hSpQrSpk2LlClTonjx4hg0aBBiY2OvfXA8fPfdd3jyySeROXNm3HHHHcibNy+ee+45HDp06KrHHTx4EB07dkTevHkRFhaGzJkz48knn8T69ev/VDsSCj4I9Bg1ahS+/tp9nbxw4cLYsGED+vfvj8aNG6NDhw5Yvnw5unZ1f5pw7NgxtG3b9mqnI4QQQgghhBBCCCF/gc6dO6NBgwZYsWIF7r//flSvXh27d+9G9+7d8dBDD+Hs2bM3dL5p06ahTJkymDZtGnLnzo3IyEgkSZIEw4YNQ7FixbB9+/Z4j9u2bRuKFSuG4cOHI0mSJHjiiSeQO3duTJs2DQ888ABmzpz5d1zuv0OABC5cuBDImjVrAEAAQOC77767Yr2IiAi/3ty5c//yZy9btsw/H4DAMiAQ4D/+4z/+4z/+4z/+4z/+4z/+4z/+u4n/LYP+HAsgsGzZsr/88zH585w4cSIAIHDiJhgbl/874Y2REydO3NA1zZw5MwAgEB4eHvSc5vDhw4GiRYsGAAS6du163efbt29fIEWKFAEAgREjRvjxCxcuBJ566qkAgEDp0qUDly5dCjru0qVLgfvuuy8AINCsWbPAhQsX/PdGjBjht/HAgQM3dH0JBb8RCGDp0qU4cMAp7VauXBklSpSIt17SpEnRqZMKpk6ePPlfaR8hhBBCCCGEEEJIYuKNN94AAPTo0SPoOU2GDBnw4YfOCWfYsGE4ceJEvMdfzvvvv48zZ86gWrVqaNOmjR9PmjQpoqKikDp1aqxduxbffPNN0HFfffUVvv/+e6RJkwYffvghkiZN6r/Xpk0bVK1aFTExMRgyZAhuBfggEO6mCjVq1Lhq3cceeyze4wghhBBCCCGEEELIX2ffvn1Yu3YtAKBJkyZx3q9QoQJy5syJc+fOYc6cOXHejw/58934zhceHo7atZ2l/IwZM+I9rnbt2ggPD49zrJzv8uNuVugaDGDTpk3+69KlS1+1bpYsWZAzZ07s2bMHBw8exOHDh5ExY8Z46+7evRu7d+++6vm+/fbboP9vvM42E0IIIYQQQgghCcXlP7vGxMQkSDvI7cn3338PAEiXLh3y5s0bb51SpUphz549+P7779G4ceOrnu/UqVO+/l+pUqWueL4JEyb4n315W652HAD8/PPPOH36NFKmTHnVtiQ0fBAI4KeffvJfX2mAWfLmzYs9e/b4x17pQeAnn3yCfv363VBbOtxQbUIIIYQQQgghJOHZsWNHQjeBADiZ0A2IB2nTyZPBrQsLC0NYWFi8x/z6668AgFy5cl3xvDlz5gyqezV27tzpv77SOa90vmu1RY4LBALYuXMnihQpcs32JCR8EAjg+PHj/usMGTJcs3769OnjPZYQQgghhBBCCCHk3yZ58uTuLxh/+y2hmxIv4eHh/gMzoU+fPujbt2+89U+dOgUAV/12nfyZ7uUPGK92vqud80rnu1Zb7J8LX09bEho+CETwV5jvuOOOa9a/8847/dd2MBFCCCGEEEIIIYT829xxxx349ddfcf78+YRuSrwEAgGEhIQExa70bUDyz8IHgf8gLVu2RLVq1a5a5+DBg1ixYgXSpUuHdOnSIV++fPGKTxLyb7Nx40Z06KB/rD58+HAUK1YsAVtEyM0L5wsh1w/nCyHXD+cLuZmJiYkJ+nPgmjVrJmBrCOAeBl7Pl5tuBe666y4AwOnTp69YR77UlSpVqus+n5wzderU132+u+66C0ePHr1iW+yXy66nLQkNHwTCfY3z2LFjAIA//vjjmg/izp4967+2g+lycuXKddW/Zxfq1at3nS0lJOEoVqwYKlSokNDNIOSWgPOFkOuH84WQ64fzhRCSWMiTJw8A+P4M8SHvSd2rkTt3bv/17t27UbRo0es+X548eXD06NErmsHKcSEhIUGfc7OSJKEbcDOQJk0a//WRI0euWf/333+P91hCCCGEEEIIIYQQ8te47777ALjnL1cyA1m3bh0AoESJEtc8X6pUqZA/f/6g4673fPL/ax13zz333BJ/4ckHgQDuvfde//X1uM3YOvZYQgghhBBCCCGEEPLXyJEjB0qXLg0AmDRpUpz3ly9fjj179iAsLAw1atS4rnPWqVPniueLiYnB7NmzAQB169aN97gvvvgi3j8PlvNdftzNCh8EAkFfCV27du1V6x48eND/2memTJmQMWPGf7RthBBCCCGEEEIIIYmNnj17AgAGDhyI9evX+/Hff/8d7du3BwB07NgxSO9v5syZKFiwIKpWrRrnfJ07d0aKFCkwf/58jBw50o9fvHgR7du3x/Hjx1G6dGk88sgjQcc99thjuO+++3D8+HG0b98eFy9e9N/7+OOPsWDBAoSHh+P555//ey78H4YPAgFUr17df/3VV19dte6cOXP819f71JkQQgghhBBCCCGEXD9PPPEEOnXqhJiYGJQpUwaPPfYY6tevj/z582PTpk0oX748+vfvH3TMiRMn8NNPP+GXX36Jc75s2bJh7NixSJo0Kdq0aYMyZcqgUaNGKFCgACZMmIDMmTNj0qRJcdyNQ0JCMHnyZGTMmBHjx49HgQIF0KhRIzzwwANo27YtkiVLhvHjxyNLliz/aH/8XfBBIIDKlSv7N2zx4sVBT5otFy9exNChQ/3/N2rU6F9pHyGEEEIIIYQQQkhiY8iQIZgyZQrKli2LlStXYs6cOciRIwcGDhyIhQsX4s4777yh8z355JP49ttvUbduXezYsQMzZ87ExYsX0aFDB2zYsMHXEbyce++913dyv3jxImbOnIlff/0VdevWxbfffuv/+fCtAF2DASRNmhS9e/f2v1ravHlzLFy4EJkyZQqq16NHD0RHRwMAypcvj0cfffTfbiohhBBCCCGEEEJIoqFBgwZo0KDBddVt0aIFWrRocdU6JUuWxPTp02+4HVmyZMGwYcMwbNiwGz72ZoIPAj1at26NmTNnYt68edi8eTOKFy+O1q1bo3Dhwjh69CgmT56M5cuXA3BOwSNGjEjgFhNCCCGEEEIIIYQQcv3wQaBHsmTJMH36dDRp0gRffvklfvvttzh/aw4455opU6agSJEiCdBKQv49cuXKhT59+gT9nxASP5wvhFw/nC+EXD+cL4QQQv5uQgKBQCChG3GzMWvWLIwfPx5r167FoUOHcNddd+Huu+9G3bp10bZt2yBHGkIIIYQQQgghhBBCbgX4IJAQQgghhBBCCCGEkEQAXYMJIYQQQgghhBBCCEkE8EEgIYQQQgghhBBCCCGJAD4IJIQQQgghhBBCCCEkEcAHgYQQQgghhBBCCCGEJAL4IJCQW5RTp05h+vTp6NixI8qVK4eMGTMiNDQUqVKlQsGCBdG8eXN8/fXXuBE/oO3bt6Nbt274z3/+g9SpUyM8PBz33nsvOnTogOjo6Btq37lz5xAVFYWHHnoIWbNmRVhYGHLkyIHHH38cEydOxKVLl27wign5Z2jRogVCQkL8f3379r2u4zhfSGLh+++/R7du3XDfffchY8aMCAsLQ/bs2VGqVCl07NgR06ZNw8WLF696Ds4Xcruzc+dOvPrqq6hQoQIyZMiA0NBQhIeHI1++fKhbty4mTpyI2NjY6zrXgQMH0LdvX5QsWRLp06dHihQpcPfdd6NFixZYunTpDbXr0qVLmDhxIh5//HHkyJEDYWFhyJo1Kx566CFERUXh3Llzf+ZyCSGE3MoECCG3HIMHDw7ccccdAQDX/FexYsXArl27rnnOESNGBO68884rnidp0qSBfv36XVf7tmzZEihcuPBV21WhQoXAb7/99le7gpC/xJw5c+KMzT59+lzzOM4Xkhg4ceJEoEWLFoGQkJBrrjXHjh274nk4X8jtzuDBgwNhYWHXnCf33ntvYNOmTVc91+effx5ImzbtVc/Ttm3bwIULF67ZrgMHDgTKly9/1XMVKVIk8NNPP/1dXUEIIeQWICQQuIGvCxFCbgr+7//+DyNGjAAAZM+eHdWqVUPJkiWRKVMm/PHHH1i9ejUmTpyImJgYAEDevHmxevVqZMqUKd7zTZw4Ec2aNQMAJEmSBI0aNULVqlWRLFkyrFixAuPGjfN/Yzxw4EB07979im07cOAAypQpg927dwMAihUrhqeffhrZsmXDjh07MHr0aOzYsQMAULJkSSxZsgQpU6b8ezqGkBvg5MmT+M9//oM9e/YgZcqUOH36NACgT58+V/1WIOcLSQwcPXoUjz76KNatWwfArTV169ZF8eLFkTp1apw6dQo///wz5s2bh++++w5Hjx5FmjRp4pyH84Xc7gwbNgzPPfec//9y5cqhdu3ayJkzJ06ePInNmzdj7Nix/p4sQ4YM2LRpE7JkyRLnXIsWLUL16tVx/vx5AMDjjz+O2rVrI2XKlFi/fj1Gjx6NEydOAHB7waioqCu2KyYmBhUrVvS/cZsvXz60atUK+fLlw/79+zFu3Dhs3LgRAJAnTx6sXr0amTNn/lv6hBBCyE1OQj+JJITcOP/3f/8XeOSRRwLffPNN4OLFi/HW2blzZ+Dee+/1f+P7zDPPxFvv0KFDgVSpUgUABJIkSRKYNWtWnDqrVq0KpEiRIgAgkCxZssDWrVuv2LZGjRr5n9moUaNAbGxs0PunTp0KVK5c2a/zyiuv3MCVE/L30aZNmwCAQM6cOQMvvPDCdX0jkPOFJBYeffRRf9x17do1cPbs2SvW3bdvX5yxGwhwvpDbnzNnzgTuuusuf8yNHDky3nqHDh0KFC1a1K/XpUuXOHX++OOPQJ48efw6H3zwQZw6P/30UyBLlix+nQULFlyxbT169PDrValSJXDq1Kmg98+fPx9o2LChX+epp566wasnhBByq8IHgYTcgvz+++/XVS86Otrf4KVIkSJw+vTpOHVeeuklv85zzz13xXMNHjzYr9e4ceN462zevNn/E7KsWbPG2XQKe/fu9f+0OUWKFFf9kzJC/gkWLFjgj9XZs2cH+vTpc10PAjlfSGJgzJgx/vht167dnz4P5wu53Zk3b54/dkuXLn3Vul9++aVft2TJknHe//DDD/33a9WqdcXzTJ8+3a9XtmzZeOv8/vvv/jy44447Anv37o233qlTpwJZs2YNAAiEhIQEtmzZctVrIIQQcntAsxBCbkHSpUt3XfWKFy+Oe++9FwBw5swZbN++PU6dKVOm+K+7dOlyxXO1bt3a/xOrL774AmfPno33XAFPbaBNmzYIDw+P91zZs2dHgwYN/HbNmjXruq6HkL+DM2fOoHXr1ggEAmjYsCFq1qx53cdyvpDEwFtvvQUACA8Px8CBA//0eThfyO3OoUOH/Nf33HPPVeva9+XPhC2fffaZ//qFF1644nmeeOIJ5MmTBwCwatUq7Nq1K06dWbNm4Y8//gAANGzYENmzZ4/3XOHh4WjdujUAIBAIBM1ZQgghty98EEjIbU6qVKn815f/cPXjjz/6G8hChQohb968VzzPXXfdhYoVKwIATp8+jSVLlsSp89VXX/mva9SocdV22fftcYT807z88svYsWMH0qVLhyFDhlz3cZwvJDGwYsUKbN26FQAQGRkZtIbcCJwvJDFgtZe3bdt21br2/SJFigS9d+rUKSxfvhxA8HyIjyRJkqB69er+/+Mb45wvhBBCrgYfBBJyG3P+/PmgjWfu3LmD3t+0aZP/unTp0tc8n61jjwXcb5I3b94MAEiaNCnuu+++P30uQv4pVq5ciWHDhgEA3nnnnRsSRud8IYkB+xDugQceAADMmDEDNWrUQJYsWRAWFoZs2bLh8ccfx5gxY3DhwoV4z8P5QhIDFSpUQIYMGQAA69atw6hRo+Ktd/jwYfTs2ROAe5B3+Tf+fvzxR1y6dAkAcN999yFp0qRX/dxrjfEbmX8lSpTwP++HH37wv3lLCCHk9iVZQjeAEPLPMWnSJN9drkSJEnEc6n766Sf/9dW+rRFfHXssAOzZswdnzpwBAOTIkQOhoaFXPVfOnDmRNGlSXLx4ET///DMCgQBCQkKu2QZC/ix//PEHWrZsiUuXLqFq1ap45plnbuh4zheSGBCXYADInDkz6tWrhxkzZgTVOXDgAA4cOIA5c+bgvffew6xZs+LMCc4Xkhi444478NFHH6FRo0a4cOECWrdujbFjxwa5Bv/www8YN24cTp06hfDwcIwaNQrly5cPOs/fOV8uXbrkS8EkTZoUOXPmvOq5QkNDkT17duzevRunT5/Gvn37kCNHjmu2gRBCyK0LHwQScpty+PBhdO/e3f//K6+8EqfO8ePH/dfyG+2rkT59+niP/TPnCg0NRapUqXDs2DHExsbi9OnTV9R8IuTvoHfv3vjpp59w5513YsSIETd8POcLSQwcOHDAfy1zJnny5GjevDkqVKiA0NBQbNiwAaNGjcLRo0exadMmPPjgg1i/fn2Qfi3nC0ks1KtXD/Pnz0eHDh2wefNmrFixAitWrAiqExoail69eqFt27bxPpj7O+dLTEyM/03dNGnSIFmya/+4lz59euzevds/Hx8EEkLI7Q3/NJiQ25Dz58+jXr16voj1E088gTp16sSpZ8Wq77jjjmue98477/Rfnzp16i+d61rnI+TvZO3atXj33XcBAP369cPdd999w+fgfCGJgWPHjvmvf/rpJ6RNmxarV6/GyJEj8fTTT6NJkyZ46623sHnzZhQuXBgAsGvXLv/PHgXOF5KYqFSpEoYNG3bFP1uPjY3F8OHD8e6778ZrhsP5Qggh5N+EDwIJuc24dOkSWrZsiWXLlgEA7r77bnzyyScJ3CpCEo7z58+jZcuWuHjxIkqUKHFVN0ZCEjuiUya888478T7cyJIlCyZNmuT/f+zYsTh58uQ/3j5CbjaOHDmCqlWr4sEHH8TOnTvx3nvv4ZdffsH58+dx/PhxLFiwADVq1MDx48fx/vvvo0qVKvj9998TutmEEEISMXwQSMhtRCAQwP/93//h008/BQDkypUL8+fPR9q0aeOtb/9U6o8//rjm+e1vse+6666/dK5rnY+Qv4vXX38dP/zwA5ImTYqRI0deU4T9SnC+kMSAHVspU6bEU089dcW6xYsXR5kyZQAA586dC/pzSM4Xkhg4c+YMKlasiEWLFiFt2rT49ttv0blzZ+TLlw+hoaFInTo1HnroIfzvf/9Dhw4dAABr1qzBc889F3QezhdCCCH/JnwQSMhtQiAQQPv27TFy5EgATlB94cKFyJMnzxWPSZMmjf/6yJEj1/wM+xtse+yfOdeFCxf8b4+EhoYiZcqU1zyGkBtlw4YNGDhwIADghRdeQIkSJf70uThfSGLA/uKoaNGiSJ48+VXrlypVyn/9yy+/+K85X0hi4MMPP8TWrVsBAC+++CLuueeeK9Z96623/LE8ZcoU/Pbbb/57f+d8CQ8P93UBjx8/fkVn7+s9HyGEkNsPmoUQchsQCATQoUMHfPTRRwCA7NmzY9GiRdfUQbv33nv917/++us1P8fWsccCzqUxRYoUOHPmDPbu3YvY2NirOjvu3r0bFy9eBADcc889dHQk/whjx45FbGwskiRJgtDQULz++uvx1lu6dGnQa6l377334sknn/RfC5wv5HalYMGCWLBgAQAgderU16xv69g/DeZ8IYmBL7/80n/9yCOPXLVuypQpUa5cOcyZMweXLl3C2rVrUatWLQB/73xJkiQJ8ufPj61bt+LixYvYs2fPVZ2IY2NjsW/fPr+N2bNnv+bnE0IIubXhg0BCbnHkIWBUVBQAIFu2bFi0aBHy589/zWOLFi3qv167du0169s6//nPf4LeCwkJQZEiRbB27VpcvHgR33//Pe6///4/dS5C/i4CgQAAp3v2xhtvXNcxixYtwqJFiwAAkZGR/oNAzheSGChevLj/+sSJE9esb+vYh4KcLyQxsH//fv/19Tw4t9+2s6YehQsXRpIkSXDp0iV8//33uHjx4lVlLK41xosWLep/U3Ht2rVXfRC4fv16/8F5kSJF+OCcEEISAfzTYEJuYS5/CJg1a1YsWrToqn+aYilcuDBy5coFANiyZQt27tx5xboxMTG+AUmKFClQuXLlOHWqV6/uv/7qq6+u+tlz5szxX9eoUeO62ktIQsL5QhIDjz32mP8gYNOmTTh//vxV669bt85/bb+ZxPlCEgNWT2/Pnj3XrL9r1y7/dfr06YPOU758eQDOtXf58uVXPMelS5cwd+5c//+PPfZYnDqcL4QQQq4GHwQScgvTsWNH/yFglixZsGjRIhQoUOCGztGwYUP/9bvvvnvFeh9//DFOnz4NAKhduzZSpEhx1XONGDHCr385+/btw9SpUwEAd955JyIjI2+ozYRcL++//z4CgcA1//Xp08c/pk+fPn78888/Dzof5wu53cmRI4f/IO706dOYOHHiFetu2LABq1evBhD8IEPgfCG3O/abr2LUdiW2b9+Ob7/9FoD7812rrwkAjRo18l8PHjz4iuf5/PPP/T8NLlOmTLxa0JGRkbjjjjsAAJ999pn/p7+XExMT42tLh4SEBM0zQgghtzEBQsgtSceOHQMAAgACWbJkCWzduvVPnefgwYOBu+66KwAgkCRJksCsWbPi1Fm9enUgRYoUAQCBZMmSBbZs2XLF8zVo0MBvV+PGjQOxsbFB7586dSpQuXJlv06vXr3+VLsJ+Tvp06ePPyb79OlzxXqcLyQxsHLlSn/MpU2bNrB+/fo4dX777bdAkSJFrjo2OV/I7c7cuXP98RYSEhIYNWpUvPUOHDgQuO+++/y6tWvXjlPn7NmzgVy5cvl1hg0bFqfOtm3bAlmyZPHrzJs374pte+mll/x6VapUCZw6dSro/djY2ECjRo38Ok2bNr3BqyeEEHKrEhIIeAJKhJBbhldeeQUDBgwA4H6D+8Ybb6BgwYLXPK5EiRL+n2pZxo0bhxYtWgBwv6Vu1KgRHn74YSRNmhQrVqzAuHHj8McffwAABgwYgJ49e17xM/bt24cyZcpg7969AIBixYqhRYsWyJYtG3bs2IFRo0Zhx44dAICIiAgsW7YM4eHhN3T9hPzd9O3bF/369QPgvhHYt2/fK9blfCGJgR49euCtt94CACRPnhxPP/00KlSogNDQUERHR2PUqFE4evQoAOccvGzZMv8bSBbOF3K78+STT2LatGn+/ytXrozIyEjkyJEDZ8+exbp16zBhwgQcP34cgPuT4NWrV8er5Tx//nzUqFEDsbGxAICaNWuidu3aSJkyJdavX49Ro0b5upytW7fGxx9/fMV2nTp1ChUqVMDGjRsBAPny5UPr1q2RN29e7N+/H2PHjvXfy5UrF1avXo2sWbP+LX1CCCHkJiehn0QSQm4c+42HG/k3ZsyYK57zww8/DNxxxx1XPDZp0qSB3r17X1f7Nm/eHChYsOBV21KuXLnAgQMH/qYeIeSvcb3fCBQ4X0hioGfPnoGkSZNedWw++uijgaNHj171PJwv5Hbmjz/+CLRs2fK69mH33ntv4Pvvv7/q+WbMmBFIkybNVc/TunXrwIULF67Ztn379gXKlClz1XMVLlz4qt/EJYQQcvvBbwQScgtSpUoVLFmy5IaPGzNmjP/NjPj4+eef8dFHH+Hrr7/Gnj17cOnSJWTLlg1Vq1ZFmzZtcN999133Z/3xxx8YPXo0/vvf/2Lr1q04duwYMmTIgGLFiqFJkyZo2rQpkiShTCm5ObiRbwQKnC8kMbBhwwaMHj0a8+bNw759+xAbG4tMmTKhXLlyaN68ebxGBfHB+UJud6KjozF27FisWLECO3bswMmTJ5E8eXJkypQJJUuWxBNPPIEGDRogefLk1zzXgQMHEBUVhdmzZ2Pnzp34448/kDVrVlSoUAGtWrWK11DnSly6dAkTJ07E5MmTsXHjRhw5cgRp06ZFwYIF0aBBA7Rq1QphYWF/5dIJIYTcYvBBICGEEEIIIYQQQgghiQD+upQQQgghhBBCCCGEkEQAHwQSQgghhBBCCCGEEJII4INAQgghhBBCCCGEEEISAXwQSAghhBBCCCGEEEJIIoAPAgkhhBBCCCGEEEIISQTwQSAhhBBCCCGEEEIIIYkAPggkhBBCCCGEEEIIISQRwAeBhBBCCCGEEEIIIYQkAvggkBBCCCGEEEIIIYSQRAAfBBJCCCGEEEIIIYQQkgjgg0BCCCGEEEIIIYQQQhIBfBBICCGE3MaEhIQgJCQEffv2TeimkD9B8+bNERISgo4dOyZoO95++22EhISgSpUqCdoOQgghhBDy1+CDQEIIIeQmYPHixf5DO/svWbJkSJcuHfLmzYtKlSqhS5cumD59Os6fP5/QTSb/MGvWrMHEiRORPHly9OjRI0Hb0q5dO6RPnx5LlizBjBkzErQthBBCCCHkz8MHgYQQQshNzMWLF3Hs2DHs3LkTy5Ytw/vvv4/69esjR44ceP3113HhwoUEaVeVKlX4DbF/mFdeeQWBQAAtW7ZEjhw5ErQt4eHheOGFFwAAvXv3xqVLlxK0PYQQQggh5M8REggEAgndCEIIISSxs3jxYjz44IMA3Lev2rdv778XExODY8eOYePGjViwYAHmz58PWb7vv/9+fPnll8iYMeO/2t4qVapgyZIlqFy5MhYvXvyvfnZiYM2aNXjggQcAAD///DPy58+fwC0CTpw4gSxZsuCPP/7A9OnTUbdu3YRuEiGEEEIIuUH4jUBCCCHkJiNTpkz4z3/+4/8rU6YMHnvsMXTv3h3ffPMNfvjhB9x3330A3AOjOnXq8E+FbzOGDBkCAHjggQduioeAAJA6dWrUqFEDADB06NAEbg0hhBBCCPkz8EEgIYQQcotRuHBhrFixwn8YuGLFCgwfPjyBW0X+Lk6cOIHp06cDAJo2bZrArQlG2rNkyRL88ssvCdwaQgghhBByo/BBICGEEHILcuedd2LChAkICQkBALzzzjuIjY2NU+9arsHHjx/HgAEDULZsWaRNmxahoaHImDEjChcujDp16iAqKgoHDx7067do0QIhISFYsmQJAPdA6HKDkzx58gR9xunTpzFlyhQ8++yziIiIQOrUqf3PqVy5Mt555x3ExMRc9Xovv461a9eicePGyJEjB8LCwpA9e3Y0a9YMW7Zsua7+++GHH/Dcc8+haNGi/nVnyZIF1apVw6BBg3DgwIErHvvbb7+hV69eKFWqFNKlS4ewsDDkzJkTDRo0wPz586/r86/GrFmzcO7cOQBAvXr1rlivb9++fr8AwMmTJ9G3b18ULVoU4eHhyJQpE2rUqIGVK1cGHXfo0CG88sorKFKkCFKmTIn06dMjMjIS33///TXb9vjjj+OOO+4AAEyePPnPXiIhhBBCCEkoAoQQQghJcBYtWhQAEAAQ6NOnz3Uf98gjj/jHrVixIs77Vzvnjz/+GMiWLZtf50r/PvjgA/+Yp59++pr1c+fOHfQ5lStXvuYxefPmDWzZsuWK12mvY/jw4YFkyZLFe54UKVIElixZcsXzXLhwIdClS5dASEjIVdvz9NNPx3v8xIkTAylTprzqsa1atQrExsZesQ3XokWLFgEAgZw5c161Xp8+ffzP3L17d6BAgQLxtidp0qSBqVOnBgKBQGDDhg2B7Nmzx1svLCwssHDhwmu2r0yZMgEAgXLlyv3paySEEEIIIQlDsr/8JJEQQgghCUa1atXwzTffAACWLVuGcuXKXfexzZo1w/79+xEaGorWrVvjscceQ5YsWXDp0iXs3bsXq1evxsyZM4OOGTBgAF588UU888wzWLduHUqVKoUxY8YE1UmePHnQ/y9cuICiRYuidu3aKFWqFLJly4ZAIIBdu3Zh5syZmDp1Kn799Vc88cQTiI6O9r9xFh9z587FmjVrULRoUTz//PMoWrQozp49i5kzZ2LIkCE4c+YMmjVrhp9//jlOOwCgTZs2+OSTTwAAWbNmRceOHVGuXDmkTp0ahw8fxpo1azBt2rR4P3vq1Klo1qwZAoEA8uXLh44dO6Jw4cLImDEjdu7cidGjR2POnDkYPXo0UqVKhXffffe67sPlLFu2DABQunTp6z7mySefxN69e/Hyyy+jevXqSJEiBZYvX44+ffrg5MmTaNWqFUqVKoWaNWvi7NmzGDBgACpXrozQ0FB8/fXXGDBgAM6dO4cWLVpcse+E+++/H6tXr8aaNWvwxx9/XPV+EUIIIYSQm4yEfhJJCCGEkD//jcD58+f7x7Vs2TLO+1c65y+//BLvN/4u59KlS4GjR4/Gicu3/CpXrnzNNm7btu2q78+bNy+QJEmSAIDAqFGj4q0D8821GjVqBM6dOxenzuuvv+7XmTFjRpz3Z82a5b9ftmzZwLFjx67Ypt27dwf9//Dhw4HUqVP7/Xylb/z17NkzACCQJEmSwNatW69y1fFz8OBBv439+/e/al37jcCwsLDA6tWr49T58ssv/ToZM2YMZMiQIbB9+/Y49YYPH37VvrOMGzfOrxvfZxJCCCGEkJsXagQSQgghtzDp06f3Xx87duy6j/vtt9/815UqVbpivZCQEKRNm/bPNc7jnnvuuer71apVQ+3atQEAn3/++VXr3nHHHRgzZky831jr1KmTH5dv1VkGDhwIAEiRIgWmTZuGNGnSXPFzcubMGfT/qKgonDhxAtmzZ8eHH36IZMni/6OKfv36IXv27Lh06RLGjx9/1WuJj7179/qvM2XKdN3Hde7cGQ888ECc+OOPP47cuXMDAA4fPoz+/fvj7rvvjlPvmWee8b/ZF1/fWWy7duzYcd1tJIQQQgghCQ8fBBJCCCG3MOHh4f7rU6dOXfdxWbNm9V+PHTv272zSNTl8+DB+/vln/PDDD/6/jBkzAgA2bNhw1WMffvjhKz4gu+uuu/yHjpc/oPr999+xevVqAEDDhg2RLVu2G2rzF198AQCoWbMmwsLCrlgvWbJkKFu2LABg1apVN/QZgOsb4UYewDZq1OiK7xUrVgyAe6jbsGHDeOvceeedV+y7y0mXLp3/2j5QJoQQQgghNz/UCCSEEEJuYezDv1SpUl33cXnz5kXFihWxbNkyvPfee5g7dy7q1auHKlWqoEyZMkiRIsXf2s4VK1Zg6NChmD9/Po4ePXrFekeOHLnqeQoWLHjV9+Uh1eUPRaOjoxEIBAAAFStWvJ4m+1y8eBHR0dEAgBEjRmDEiBHXddyfeUhm++ZGHgQWKFDgiu/JNx8zZMhw1XNKvWs9ULbnOH369HW3kRBCCCGEJDz8RiAhhBByC2MfnNlval0PkydP9r+99uOPP6J///6oWrUq0qRJg0qVKuGjjz7CH3/88Zfb2LdvX1SoUAFTp0696kNAADh79uxV37/WA8okSdzW5uLFi0Fx20/225DXw9GjR3HhwoUbOgYAzpw5c8PHWOONa/WF5Wr9In3yZ/vucmy7QkNDr7eJhBBCCCHkJoDfCCSEEEJuYb7//nv/9b333ntDx2bPnh0rV67EggULMGPGDCxZsgQ//vgjYmNjsWzZMixbtgzvvPMO5syZc9VvnF2NBQsWoF+/fgCAfPny4cUXX0SFChWQK1cupEyZ0tfa6927N/r37/+nPuOfxj4Ye/bZZ/H8889f13FXc969EvIn0gCu+dA0obDtuprOIiGEEEIIufngg0BCCCHkFmbevHn+6woVKvypc1StWhVVq1YF4LT05s+fj48//hgLFy7EL7/8goYNGwY9cLwRRo4cCcD9Oenq1auDHnRZ/umHXhkyZPBfHzhw4IaOtd+0DAQC+M9//vO3tetybP/ciPnLv4ltV65cuRKwJYQQQggh5EbhnwYTQgghtyg//PADFixYAMC53JYqVeovnzN9+vRo2LAhFixY4Dv5RkdH4+effw6qFxIScl3n27x5MwDgwQcfvOJDQABYt27dn2zx9XHffff5bV66dOkNHZs8eXIUKVIEgNM6/CfJly+f/ye827Zt+0c/689i2yX9QgghhBBCbg34IJAQQgi5BTl79iyaN2/uG2C8+OKL/p/Z/l3ItwSBuCYeomV37ty5q55DtPWuZirx/fff49tvv/2zzbwu0qVLh3LlygEApk6div3799/Q8fJQdOvWrZg7d+7f3j4hNDQUZcqUAQCsXbv2H/ucv4K0K2vWrPxGICGEEELILQYfBBJCCCG3GD/++CMqVKjg/7lu5cqV0a5duxs6R3R0tO+EGx+BQADz588H4L79lydPnqD3xXBjx44d/sPI+LjnnnsAAMuXL8f27dvjvH/48GE0a9bshtr+Z+nevTsAZ+Lx5JNP4sSJE1esu3fv3qD/P//88wgPDwcAPPPMM/43Ha/E//73P2zcuPFPtVNcjTdu3HjNB60JwZo1awAADz/8cAK3hBBCCCGE3CjUCCSEEEJuMg4dOoQffvjB///p06dx7NgxbNy4EQsWLMC8efP8h29lypTBtGnTbti9NTo6Gs888wxKly6NWrVqoUSJEsiSJQtiY2Px66+/YsyYMb7+YO3ateM47ZYrVw5jxozBoUOH8MILL+Cpp55C6tSpAbhvteXOnRsA0Lx5c8yePRunT59G5cqV0aNHD5QsWRIAsHLlSrz77rv47bffULZsWaxaterPddh1UqtWLbRq1QqjR4/GypUrUbhwYXTs2BHly5dHqlSpcOTIEaxbtw5TpkxB8eLFMXbsWP/YzJkzY9y4cahfvz4OHDiAUqVKoUWLFnjssceQI0cOxMbGYu/evVizZg2mTZuGHTt2YPbs2ShWrNgNtzMyMhL9+vXD+fPnsWzZMlSrVu1v7IW/xs8//4w9e/YAAOrUqZPArSGEEEIIITcKHwQSQgghNxlRUVGIioq6ap2MGTOic+fOeOmll/7SnwSvXbv2/9u7f5fUwgCM40/KOWEqDQ05RGJD1CTREtEZamiIaoiIIoJ+gGPWKkRDUIuYEIEN/YBKaChwcWsqgqD+gQJzCJeoljale4fLFS5JkHA7xvl+xvec9+WZH94fnx5B7e3t1e7u7ofxyclJbWxsKJfLKZlMKplMlr8Fg0Hl83lJ0vj4uObm5rS/v69CoaDFxcV/1nG73drc3NTr6+t/LwIlaWdnRx6PR9vb2yoUCorFYhX/C4fDH8bGxsaUyWQ0Ozurl5cXpVIppVKpivNdLpe8Xm9VGbu6utTd3a3b21ul0+maKgLT6bSkP0eth4aGbE4DAACAr+JoMAAANczlcqmxsVGtra2yLEtLS0s6PT3V4+OjYrFY1SXg1NSUstmslpeX1dfXp1AopIaGBpmmqZaWFo2Ojur4+FgXFxdqamr6MN/n8+nq6krRaFSdnZ3lBy4q2dvb0+HhoSzLkt/vV319vYLBoGZmZsprfBe3262trS3d3NwoEomovb1dXq9XhmEoEAhocHBQiURC8Xi84vyRkRE9PDwoHo9rYGBAzc3NMgxDHo9HoVBIw8PDSiQSyufz6u/vrzpnJBKRJJ2dndXU8eC/ReDCwoJM07Q5DQAAAL6q7tdnF/sAAADg2729vamtrU1PT086OjrS9PS03ZF0eXkpy7Jkmqbu7+95KAQAAOAHYkcgAABAjfH5fFpZWZEkra+v6/393eZE0tramiRpfn6eEhAAAOCHYkcgAABADSoWi+ro6FAul9PJyYkmJiZsy3J9fa2enh75/X7d3d0pEAjYlgUAAADV47EQAACAGmQYhg4ODnR+fq5SqWRrlufnZ62urpZflwYAAMDPxI5AAAAAAAAAwAG4IxAAAAAAAABwAIpAAAAAAAAAwAEoAgEAAAAAAAAHoAgEAAAAAAAAHIAiEAAAAAAAAHAAikAAAAAAAADAASgCAQAAAAAAAAegCAQAAAAAAAAcgCIQAAAAAAAAcACKQAAAAAAAAMABfgP15xcpf5TWfgAAAABJRU5ErkJggg==", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "PSDGenerator(cfg).run()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "mpih5py", + "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": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/validate_and_plot_density/model_training1600_size512_filters256_layers4.py b/examples/validate_and_plot_density/model_training1600_size512_filters256_layers4.py new file mode 100644 index 0000000..befafe2 --- /dev/null +++ b/examples/validate_and_plot_density/model_training1600_size512_filters256_layers4.py @@ -0,0 +1,334 @@ +#!/usr/bin/env python +# coding: utf-8 + +# # Validate the trained model and choose a threshold +# +# This jupyter notebook helps user to visualize and validate results form their trained model. Also, it helps usdsr to pick a threshold based on the: 1) density score of the validation dataset (which does not include any images with anomalies), and 2) some known examples of images with anomalies. + +# In[1]: + + +# Import libraries +import json +import os +import random + +import keras +import matplotlib.pyplot as plt +import numpy as np +import tensorflow as tf +from sklearn.neighbors import KernelDensity +from tensorflow.keras.layers import Conv2D, MaxPooling2D +from tensorflow.keras.models import Sequential +from tensorflow.keras.preprocessing.image import ImageDataGenerator + +from das_anomaly import density +from das_anomaly.settings import SETTINGS + + +# ## Import parameters and define the generators + +# In[2]: + + +# Import the specified path to the saved trained model from pre-defined config_user.py +SIZE = size = 512 +FILTERS = 256 +NUM_IMAGE = 1600 +LAYERS = 4 +results_path = f"/scratch/ahmad9/caserm/train/model{NUM_IMAGE}/{SIZE}.{FILTERS}.{LAYERS}/autoencoder/" + +# Import the define generators for training, validation and also anomaly data. +batch_size = SETTINGS.BATCH_SIZE +datagen = ImageDataGenerator(rescale=1.0 / 255) + +# Path to training PSD plots (seen data) +train_path = f"/scratch/ahmad9/caserm/train/model{NUM_IMAGE}/event_free_dataset/training_dataset/" +train_generator = datagen.flow_from_directory( + train_path, target_size=(size, size), batch_size=batch_size, class_mode="input" +) + +# Path to testing PSD plots (unseen data) +test_path = f"/scratch/ahmad9/caserm/train/model{NUM_IMAGE}/event_free_dataset/testing_dataset/" +validation_generator = datagen.flow_from_directory( + test_path, target_size=(size, size), batch_size=batch_size, class_mode="input" +) + +# Path to known anomalies +events_path = f"/scratch/ahmad9/caserm/train/anomalous_dataset/20/" +anomaly_generator = datagen.flow_from_directory( + events_path, target_size=(size, size), batch_size=batch_size, class_mode="input" +) + + +# In[3]: + + +# Load the saved trained model and its history +model_path = os.path.join(results_path, f"model_{size}.h5") +loaded_model = tf.keras.models.load_model(model_path) + +# Compile the model with the same trained parameters +loaded_model.compile( + optimizer="adam", loss="mse", metrics=[keras.metrics.MeanSquaredError()] +) + +with open(os.path.join(results_path, f"history_{size}.json")) as json_file: + history_dict = json.load(json_file) + + +# ## Sanity check anomolous and normal, event-free data + +# ### Event-free data + +# In[4]: + + +# Get all batches generated by the datagen and pick a batch for prediction +data_batch_validation = [] +batch_num = 0 +while ( + batch_num <= validation_generator.batch_index +): # Gets each generated batch of size batch_size + data = next(validation_generator) + data_batch_validation.append(data[0]) + batch_num = +1 + +predicted = loaded_model.predict( + data_batch_validation[0] +) # Predict on the first batch of images + + +# In[5]: + + +# Sanity check normal (event-free) data and view an image and corresponding reconstruction +image_number = random.randint(0, predicted.shape[0]) +plt.figure(figsize=(12, 6)) +plt.subplot(121) +plt.imshow(data_batch_validation[0][image_number]) +plt.title("original data") +plt.subplot(122) +plt.imshow(predicted[image_number]) +plt.title("predicted data") +plt.show() + + +# ### Anomalous data + +# In[6]: + + +# Get all batches generated by the datagen and pick a batch for prediction +data_batch_anomaly = [] +img_num = 0 +while ( + img_num <= anomaly_generator.batch_index +): # Gets each generated batch of size batch_size + data = next(anomaly_generator) + data_batch_anomaly.append(data[0]) + img_num = img_num + 1 + +predicted = loaded_model.predict( + data_batch_anomaly[0] +) # Predict on the first batch of images + + +# In[7]: + + +# Sanity check anomalous data: plot an image and corresponding reconstructions +image_number = random.randint(0, predicted.shape[0]) +plt.figure(figsize=(12, 6)) +plt.subplot(121) +plt.imshow(data_batch_anomaly[0][image_number]) +plt.title("original data") +plt.subplot(122) +plt.imshow(predicted[image_number]) +plt.title("predicted data") +plt.show() + + +# ## Compare the MSE reconstruction error between event-free and anomalous datasets + +# In[ ]: + + +# Examine the reconstruction error between our validation data (which are normal, event-free images) and the anomalous images +validation_error = loaded_model.evaluate(validation_generator) + +# Evaluate the model using the anomaly data generator +anomaly_error = loaded_model.evaluate(anomaly_generator) + +print(validation_error) +print(anomaly_error) +# In[ ]: + + +# Build the encoder network, with trained weights. +# This is used to get the compressed output (latent space) of the input image. +# The compressed output is then used to calculate the KDE and density scores +encoder_model = Sequential() +# Add the convolutional layer without weights +encoder_model.add( + Conv2D(256, (3, 3), activation="relu", padding="same", input_shape=(size, size, 3)) +) +# Set the weights from the corresponding layer of the loaded model +encoder_model.layers[-1].set_weights(loaded_model.layers[0].get_weights()) +encoder_model.add(MaxPooling2D((2, 2), padding="same")) + +encoder_model.add(Conv2D(128, (3, 3), activation="relu", padding="same")) +encoder_model.layers[-1].set_weights(loaded_model.layers[2].get_weights()) +encoder_model.add(MaxPooling2D((2, 2), padding="same")) + +encoder_model.add(Conv2D(64, (3, 3), activation="relu", padding="same")) +encoder_model.layers[-1].set_weights(loaded_model.layers[4].get_weights()) +encoder_model.add(MaxPooling2D((2, 2), padding="same")) + +encoder_model.add(Conv2D(32, (3, 3), activation="relu", padding="same")) +encoder_model.layers[-1].set_weights(loaded_model.layers[6].get_weights()) +encoder_model.add(MaxPooling2D((2, 2), padding="same")) + +encoder_model.summary() + + +# ## Calculate kernel density estimation (KDE) + +# In[ ]: + + +# Compute latent space representations +encoded_images = encoder_model.predict(train_generator) + +# Flatten latent space representations because KDE from sklearn takes 1D vectors as input +encoder_output_shape = encoder_model.output_shape +out_vector_shape = ( + encoder_output_shape[1] * encoder_output_shape[2] * encoder_output_shape[3] +) + +encoded_images_vector = [np.reshape(img, (out_vector_shape)) for img in encoded_images] + +# Fit a kernel density model to the latent representations +kde = KernelDensity(kernel="gaussian", bandwidth=0.2).fit(encoded_images_vector) + + +# In[ ]: + +# Get all batches generated by the datagen and pick a batch for prediction +data_batch_train = [] +batch_num = 0 +while ( + batch_num <= train_generator.batch_index +): # Gets each generated batch of size batch_size + data = next(train_generator) + data_batch_train.append(data[0]) + batch_num = +1 + + +# Process all_train_batches and all_anomaly_batches as needed +normal_values = density(encoder_model, np.vstack(data_batch_validation), kde) +normal_values_train = density(encoder_model, np.vstack(data_batch_train), kde) +anomolous_values = density(encoder_model, np.vstack(data_batch_anomaly), kde) + + +# In[ ]: + + +from pathlib import Path +import numpy as np + +outdir = Path("/home/ahmad9/casermminefiber/event_detection_July_2025/high_freq_low_gl/das-anomaly/examples/validate_and_plot_density/scripts/outputs") +outdir.mkdir(parents=True, exist_ok=True) + +def save_txt(arr, path): + arr = np.asarray(arr) + # make sure 1D arrays save as a single column + if arr.ndim == 1: + arr = arr[:, None] + np.savetxt(path, arr, fmt="%.8g") # use delimiter="," for CSV if you prefer + print(f"Saved {path} with shape {arr.shape}") + +save_txt(normal_values, outdir / "normal_values_model1600_512_256_4.txt") +save_txt(anomolous_values, outdir / "anomolous_values_model1600_512_256_4.txt") +save_txt(normal_values_train, outdir / "normal_values_train_model1600_512_256_4.txt") + +# ## Plot the histogram and choose a thereshold + +# In[ ]: + + +# build common bin edges +n_bins = 20 +bin_edges = np.linspace( + min(normal_values.min(), anomolous_values.min()), + max(normal_values.max(), anomolous_values.max()), + n_bins + 1 # +1 because edges = bins + 1 +) + +# convert counts to percentages +w_normal = np.ones_like(normal_values) / normal_values.size * 100 # sums to 100 % +w_anom = np.ones_like(anomolous_values) / anomolous_values.size * 100 + +# figure +plt.figure(figsize=(8, 5)) + +plt.hist( + normal_values, + bins=bin_edges, + weights=w_normal, + alpha=0.6, + label="Data without anomalies", + edgecolor="k", +) + +plt.hist( + anomolous_values, + bins=bin_edges, + weights=w_anom, + alpha=0.6, + label="Data with anomalies", + edgecolor="k", +) + +plt.xlabel("Density score") +plt.ylabel("Percentage of observations (%)") +plt.legend() +plt.tight_layout() +plt.show() + + +# In[ ]: + + +normal_values.min() + + +# In[ ]: + + +np.percentile(normal_values, 5) + + +# In[ ]: + + +# Choose a thereshold based on desired percentile and then update the config_user module and use it for anomaly detection (in the detect_anomalies scripts) +percentile = 95 +limit = np.percentile(normal_values, 5) +percentile_value = np.percentile(anomolous_values[anomolous_values < limit], percentile) +print(percentile_value) + + +# In[ ]: + + +anomolous_values.mean() +# anomolous_values.median() + + +# In[ ]: + + +import numpy as np +np.nanmean(anomolous_values), np.nanmedian(anomolous_values) + diff --git a/examples/validate_and_plot_density/run_density.sh b/examples/validate_and_plot_density/run_density.sh new file mode 100644 index 0000000..3a0219d --- /dev/null +++ b/examples/validate_and_plot_density/run_density.sh @@ -0,0 +1,21 @@ +#!/bin/bash +#SBATCH --ntasks=1 +#SBATCH -t 24:00:00 +#SBATCH -A YOUR_ACCOUNT +#SBATCH --mem-per-cpu=256G + +# Print start time +echo "Job started at: $(date)" + +# Name of the script +name="model_training1600_size512_filters256_layers4.py" +echo "Model is: $name" + +# Load modules and environment +source activate dasanomaly + +# Run the script +python "$name" + +# Print end time +echo "Job ended at: $(date)" \ No newline at end of file diff --git a/examples/validate_and_plot_density.ipynb b/examples/validate_and_plot_density/validate_and_plot_density.ipynb similarity index 100% rename from examples/validate_and_plot_density.ipynb rename to examples/validate_and_plot_density/validate_and_plot_density.ipynb diff --git a/pyproject.toml b/pyproject.toml index 5311f4a..9df19a4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -31,13 +31,14 @@ authors = [ { name = "Ahmad Tourei", email = "ahmadtourei@gmail.com" } ] -requires-python = ">=3.10" +requires-python = ">=3.10,<3.13" classifiers = [ "License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", "Topic :: Scientific/Engineering", "Topic :: Scientific/Engineering :: Artificial Intelligence", ] @@ -56,7 +57,7 @@ dependencies = [ [project.optional-dependencies] extras = [ - "mpi4py" + "mpi4py", ] test = [ @@ -69,7 +70,13 @@ test = [ ] all = [ - "das_anomaly[extras]" + "mpi4py", + "pre-commit", + "ruff", + "pooch", + "pytest", + "pytest-mock", + "pytest-cov", ] # --- URLs for project