diff --git a/images/sum_of_complexity_per_user.png b/images/sum_of_complexity_per_user.png new file mode 100644 index 0000000..039eec5 Binary files /dev/null and b/images/sum_of_complexity_per_user.png differ diff --git a/work_motivation_EDA.html b/work_motivation_EDA.html new file mode 100644 index 0000000..3ec17ec --- /dev/null +++ b/work_motivation_EDA.html @@ -0,0 +1,17545 @@ + + + + + +work_motivation_EDA + + + + + + + + + + + + + + + + + + + + + + + +
+
+

Work Motivation Under Lockdown Exploratory Data Analysis (EDA)

+
+
+
+
+

Two datasets...

+
    +
  1. Post-workday evaluations of work motivation related stuff. Large spread across how many time points people collected; few decent-ish ones.

    +
  2. +
  3. Traditional questionnaires from the same participants.

    +
      +
    • Allocation indicates whether they took part in our motivation self-management training during the period or belonged to a waitlist control group.
    • +
    • Pre-, mid- and post-questionnaires --> TIME == 1, 2 and 3 respectively.
    • +
    • Everything from intrinsic1 to Psycap5 are raw answers. From Intrinsic to Optimism are sumscores.
    • +
    • This was a feasibility & acceptability study so it's not powered for or aiming to look at outcomes. But if there was one, it could be the "Relative Autonomy Index" (RAI), a sumscore conventionally built as:
        +
      • Amotivation -3 + ExternalTotal -2 + Introjected -1 + Identified 2 + Intrinsic * 3
      • +
      +
    • +
    • If I remember correctly, there were some people whose RAI was boosted a lot
    • +
    • In general:
        +
      • Good things to go up during the intervention (or life in general):
          +
        • Intrinsic, Identified
        • +
        • Competence, Relatedness, Autonomy
        • +
        +
      • +
      • Bad things to go up during the intervention (or life in general):
          +
        • Amotivation, External (material & social), Introjected
        • +
        • AutonomyThwarting, RelatednessThwarting, CompetenceThwarting
            +
          • Unsure if these were named in the data, or just some of the items named autonomyx/relatednessx/competencex
          • +
          +
        • +
        +
      • +
      +
    • +
    +
  4. +
+ +
+
+
+
+

This EDA only addresses the daily data, specifically data=="data/moti_feasibility_james_daily.csv"

+
+
+
+ +
+ +
+ + + + +
+ +
+
+
+

Show the session information of the packages used in this analysis

+ +
+
+
+ +
+ +
+ + + + +
+ +
+
+
+

Read in the raw daily data

+
+
+
+ +
+ +
+
+ +
+ +
+
+ +
+ +
+
+
+

Reshape the data frame and convert data types to numeric where possible

+
+
+
+ +
+ +
+ + + + +
+ +
+
+ +
+ +
+ + + + +
+ +
+
+ +
+ +
+ + + + +
+ +
+
+ +
+ +
+
+ +
+ +
+
+ +
+ +
+
+ +
+ +
+
+
+

Count the amount of rows per user and plot

The aim of this is to assess whether there is enough data to do some of the more complext NLTSA methods

+ +
+
+
+ +
+ +
+
+ +
+ +
+ + + + +
+ +
+
+ +
+ +
+ + + + +
+ +
+
+
+

Plot the heatmaps of the top 5 users with the highest amount of rows

The aim of this is to assess the amount of missingness time wise (i.e. the user could have a lot of data, spread over a long period with large gaps in the middle).

+ +
+
+
+ +
+ +
+ + + + +
+ +
+
+ +
+ +
+ + + + +
+ +
+
+ +
+ +
+ + + + +
+ +
+
+
+

Show the heatmap of the missing values for the last user plotted above

+
+
+
+ +
+ +
+ + + + +
+ +
+
+
+

Based on the above plots it seems like there is some missingness that needs to be imputed

+
+
+
+
+

Take an example user and impute the missingness in their data

There are a few options, which we should think about and choose

+
+
+
+ +
+ +
+ + + + +
+ +
+
+ +
+ +
+
+ +
+ +
+
+ +
+ +
+
+ +
+ +
+ + + + +
+ +
+
+ +
+ +
+ + + + +
+ +
+
+ +
+ +
+
+ +
+ +
+ + + + +
+ +
+
+
+

Plot the recurrence plot of an example user and an example feature

+
+
+
+ +
+ +
+
+ +
+ +
+
+ +
+ +
+ + + + +
+ +
+
+
+ +
+
+
+ +
+ +
+ + + + +
+ +
+
+ +
+ +
+ + + + +
+ +
+
+
+

Plot the imputations of an example feature per user

+
+
+
+
+

and calculate the fluctuation intensity, distribution uniformity, complexity resonance and cumulative complexity peaks data frames from the scaled imputed data

+ +
+
+
+ +
+ +
+ + + + +
+ +
+
+
+

Plot the complexity resonance diagrams and cumulative complexity peaks plots per user

+
+
+
+ +
+ +
+ + + + +
+ +
+
+ +
+ +
+ + + + +
+ +
+ + + + + + + + + diff --git a/work_motivation_EDA.ipynb b/work_motivation_EDA.ipynb index e918ed4..2a9e963 100644 --- a/work_motivation_EDA.ipynb +++ b/work_motivation_EDA.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "casual-example", + "id": "split-cooperative", "metadata": {}, "source": [ "# Work Motivation Under Lockdown Exploratory Data Analysis (EDA)" @@ -10,7 +10,7 @@ }, { "cell_type": "markdown", - "id": "public-shark", + "id": "genetic-reviewer", "metadata": {}, "source": [ "Two datasets...\n", @@ -36,7 +36,7 @@ }, { "cell_type": "markdown", - "id": "metallic-shame", + "id": "threaded-fifth", "metadata": {}, "source": [ "# This EDA only addresses the daily data, specifically `data==\"data/moti_feasibility_james_daily.csv\"`" @@ -45,7 +45,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "reasonable-arizona", + "id": "sharing-bulgarian", "metadata": {}, "outputs": [ { @@ -70,7 +70,9 @@ " fluctuation_intensity,\n", " distribution_uniformity,\n", " complexity_resonance,\n", - " complexity_resonance_diagram)\n", + " complexity_resonance_diagram,\n", + " cumulative_complexity_peaks,\n", + " cumulative_complexity_peaks_plot)\n", "\n", "from sklearn.preprocessing import MinMaxScaler\n", "# To use this experimental feature, we need to explicitly ask for it:\n", @@ -86,7 +88,7 @@ }, { "cell_type": "markdown", - "id": "enhanced-implement", + "id": "american-final", "metadata": {}, "source": [ "Show the session information of the packages used in this analysis" @@ -95,7 +97,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "understood-young", + "id": "working-colony", "metadata": {}, "outputs": [ { @@ -167,7 +169,7 @@ "Python 3.9.2 (default, Mar 3 2021, 11:58:52) [Clang 10.0.0 ]\n", "macOS-10.16-x86_64-i386-64bit\n", "-----\n", - "Session information updated at 2021-06-14 20:35\n", + "Session information updated at 2021-06-15 11:14\n", "\n", "" ], @@ -187,7 +189,7 @@ }, { "cell_type": "markdown", - "id": "nuclear-password", + "id": "whole-strap", "metadata": {}, "source": [ "## Read in the raw daily data" @@ -196,7 +198,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "alpine-sharp", + "id": "mediterranean-collect", "metadata": {}, "outputs": [], "source": [ @@ -206,7 +208,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "knowing-replica", + "id": "cubic-purple", "metadata": {}, "outputs": [], "source": [ @@ -216,7 +218,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "suspected-bulgaria", + "id": "bearing-thesaurus", "metadata": {}, "outputs": [], "source": [ @@ -229,7 +231,7 @@ }, { "cell_type": "markdown", - "id": "reflected-trick", + "id": "comparative-sending", "metadata": {}, "source": [ "## Reshape the data frame and convert data types to numeric where possible" @@ -238,7 +240,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "bulgarian-asbestos", + "id": "fatty-geology", "metadata": {}, "outputs": [ { @@ -421,7 +423,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "offensive-snake", + "id": "atlantic-karma", "metadata": {}, "outputs": [ { @@ -465,7 +467,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "bound-detail", + "id": "desirable-montgomery", "metadata": {}, "outputs": [ { @@ -492,7 +494,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "spare-consumption", + "id": "respective-shelter", "metadata": {}, "outputs": [], "source": [ @@ -505,7 +507,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "documented-orlando", + "id": "charged-baghdad", "metadata": {}, "outputs": [], "source": [ @@ -518,7 +520,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "stretch-yemen", + "id": "developmental-property", "metadata": {}, "outputs": [], "source": [ @@ -532,7 +534,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "plain-dallas", + "id": "meaning-central", "metadata": {}, "outputs": [], "source": [ @@ -541,7 +543,7 @@ }, { "cell_type": "markdown", - "id": "cheap-sapphire", + "id": "listed-federation", "metadata": {}, "source": [ "## Count the amount of rows per user and plot\n", @@ -551,7 +553,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "waiting-nicaragua", + "id": "severe-twins", "metadata": {}, "outputs": [], "source": [ @@ -568,7 +570,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "administrative-annex", + "id": "emerging-grounds", "metadata": {}, "outputs": [ { @@ -623,7 +625,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "sharing-segment", + "id": "pregnant-savings", "metadata": {}, "outputs": [ { @@ -650,7 +652,7 @@ }, { "cell_type": "markdown", - "id": "precious-butterfly", + "id": "changed-scroll", "metadata": {}, "source": [ "## Plot the heatmaps of the top 5 users with the highest amount of rows\n", @@ -660,7 +662,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "offshore-flooring", + "id": "suspended-classification", "metadata": {}, "outputs": [ { @@ -799,7 +801,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "authorized-colony", + "id": "recreational-array", "metadata": {}, "outputs": [ { @@ -835,7 +837,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "powered-ridge", + "id": "purple-works", "metadata": {}, "outputs": [ { @@ -1233,7 +1235,7 @@ }, { "cell_type": "markdown", - "id": "hungry-collapse", + "id": "israeli-boring", "metadata": {}, "source": [ "## Show the heatmap of the missing values for the last user plotted above" @@ -1242,7 +1244,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "adopted-female", + "id": "according-traffic", "metadata": {}, "outputs": [ { @@ -1266,7 +1268,7 @@ }, { "cell_type": "markdown", - "id": "lyric-scott", + "id": "bronze-verification", "metadata": {}, "source": [ "## Based on the above plots it seems like there is some missingness that needs to be imputed" @@ -1274,51 +1276,17 @@ }, { "cell_type": "markdown", - "id": "biblical-choice", + "id": "daily-spending", "metadata": {}, "source": [ - "Take an example user and impute the missingness in their data" + "### Take an example user and impute the missingness in their data\n", + "### There are a few options, which we should think about and choose" ] }, { "cell_type": "code", "execution_count": 20, - "id": "suspended-kingdom", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['Moti114',\n", - " 'Moti147',\n", - " 'Moti149',\n", - " 'Moti164',\n", - " 'Moti106',\n", - " 'Moti121',\n", - " 'Moti137',\n", - " 'Moti138',\n", - " 'Moti150',\n", - " 'Moti157',\n", - " 'Moti148',\n", - " 'Moti143',\n", - " 'Moti140',\n", - " 'Moti156',\n", - " 'Moti151']" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "top_users" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "partial-oxford", + "id": "alike-happening", "metadata": {}, "outputs": [ { @@ -1327,7 +1295,7 @@ "'Moti147'" ] }, - "execution_count": 21, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -1339,8 +1307,8 @@ }, { "cell_type": "code", - "execution_count": 22, - "id": "general-tulsa", + "execution_count": 21, + "id": "cognitive-system", "metadata": {}, "outputs": [], "source": [ @@ -1353,8 +1321,8 @@ }, { "cell_type": "code", - "execution_count": 23, - "id": "overhead-identification", + "execution_count": 22, + "id": "pressed-patrick", "metadata": {}, "outputs": [], "source": [ @@ -1363,8 +1331,8 @@ }, { "cell_type": "code", - "execution_count": 24, - "id": "former-parking", + "execution_count": 23, + "id": "greatest-starter", "metadata": {}, "outputs": [], "source": [ @@ -1376,8 +1344,8 @@ }, { "cell_type": "code", - "execution_count": 25, - "id": "female-polish", + "execution_count": 24, + "id": "running-discrimination", "metadata": {}, "outputs": [ { @@ -1403,8 +1371,8 @@ }, { "cell_type": "code", - "execution_count": 26, - "id": "dedicated-elizabeth", + "execution_count": 25, + "id": "continuing-printer", "metadata": {}, "outputs": [ { @@ -1429,8 +1397,8 @@ }, { "cell_type": "code", - "execution_count": 27, - "id": "quarterly-companion", + "execution_count": 26, + "id": "coral-daisy", "metadata": {}, "outputs": [], "source": [ @@ -1439,8 +1407,8 @@ }, { "cell_type": "code", - "execution_count": 28, - "id": "blank-advancement", + "execution_count": 27, + "id": "retained-harrison", "metadata": {}, "outputs": [ { @@ -1465,10 +1433,18 @@ "_ = plt.legend()" ] }, + { + "cell_type": "markdown", + "id": "acceptable-smart", + "metadata": {}, + "source": [ + "## Plot the recurrence plot of an example user and an example feature" + ] + }, { "cell_type": "code", - "execution_count": 29, - "id": "separated-threshold", + "execution_count": 28, + "id": "parallel-stretch", "metadata": {}, "outputs": [], "source": [ @@ -1483,8 +1459,8 @@ }, { "cell_type": "code", - "execution_count": 30, - "id": "noble-wireless", + "execution_count": 29, + "id": "breeding-jason", "metadata": {}, "outputs": [], "source": [ @@ -1493,8 +1469,8 @@ }, { "cell_type": "code", - "execution_count": 31, - "id": "compliant-petroleum", + "execution_count": 30, + "id": "about-gallery", "metadata": {}, "outputs": [ { @@ -1552,13 +1528,1007 @@ }, { "cell_type": "markdown", - "id": "pharmaceutical-guatemala", + "id": "ecological-camel", "metadata": {}, "source": [ - "## To summarise the above plots it is unlikely we will have very trustworthy results if we would continue to use NLTSA methods on this data set for the following reasons:\n", + "" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "muslim-mortgage", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['Moti114', 'Moti147', 'Moti149', 'Moti164', 'Moti106', 'Moti121',\n", + " 'Moti137', 'Moti138', 'Moti150', 'Moti157', 'Moti148', 'Moti143',\n", + " 'Moti140', 'Moti156', 'Moti151'], dtype='" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "imp_feature = \"absorption\"\n", + "\n", + "window_size = 5\n", + "item_level_significance = 0.001\n", + "time_level_significance = 0.001\n", + "\n", + "complexity_resonance_dfs_dict = dict()\n", + "cumulative_complexity_peaks_dfs_dict = dict()\n", + "significant_peaks_dfs_dict = dict()\n", + "\n", + "for user in top_users:\n", + " print(user)\n", + " \n", + " impute_estimator = ExtraTreesRegressor(n_estimators=10, random_state=0)\n", + " estimator = make_pipeline(\n", + " IterativeImputer(random_state=0, estimator=impute_estimator)\n", + " )\n", + " \n", + " tmp = df.select_dtypes(np.number).loc[(user, ), :]\n", + " ts_df = tmp.loc[:, feature_selection]\n", + "\n", + " ts_imp_df = pd.DataFrame(estimator.fit_transform(ts_df.loc[:, feature_selection].values), \n", + " index = ts_df.index, \n", + " columns = feature_selection)\n", + " \n", + "# ts_imp_df = ts_df.loc[:, feature_selection].apply(lambda x: x.interpolate(method='linear', order=5))\n", + "\n", + " ts_scal_df = pd.DataFrame(MinMaxScaler().fit_transform(ts_imp_df.loc[:, feature_selection].values), \n", + " index = ts_imp_df.index, \n", + " columns = feature_selection)\n", + " \n", + " _ = plt.figure(figsize=(20, 5))\n", + " _ = plt.plot(ts_imp_df[imp_feature], label=imp_feature)\n", + " _ = plt.scatter(ts_imp_df[imp_feature].index, ts_imp_df[imp_feature].values, c=\"red\")\n", + " _ = plt.scatter(ts_df[imp_feature].index, ts_df[imp_feature].values, c=\"green\")\n", + " _ = plt.xticks(rotation=90)\n", + " _ = plt.legend()\n", + "\n", + " fluctuation_intensity_df = fluctuation_intensity(df=ts_scal_df, \n", + " win=window_size, \n", + " xmin=0, \n", + " xmax=1, \n", + " col_first=1, \n", + " col_last=ts_scal_df.shape[1])\n", + "\n", + " distribution_uniformity_df = distribution_uniformity(df=ts_scal_df, \n", + " win=window_size, \n", + " xmin=0, \n", + " xmax=1, \n", + " col_first=1, \n", + " col_last=ts_scal_df.shape[1])\n", + "\n", + " complexity_resonance_df = complexity_resonance(fluctuation_intensity_df, distribution_uniformity_df)\n", + "\n", + " cumulative_complexity_peaks_df, significant_peaks_df = cumulative_complexity_peaks(df=complexity_resonance_df,\n", + " significant_level_item = item_level_significance,\n", + " significant_level_time = time_level_significance,)\n", + "\n", + " complexity_resonance_dfs_dict[user] = complexity_resonance_df\n", + " cumulative_complexity_peaks_dfs_dict[user] = cumulative_complexity_peaks_df\n", + " significant_peaks_dfs_dict[user] = significant_peaks_df" + ] + }, + { + "cell_type": "markdown", + "id": "guilty-howard", + "metadata": {}, + "source": [ + "## Plot the complexity resonance diagrams and cumulative complexity peaks plots per user" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "instrumental-creation", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/miniconda3/envs/general/lib/python3.9/site-packages/jmspack/NLTSA.py:457: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " fig, ax = plt.subplots(figsize=figsize)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABFMAAAICCAYAAAADJoL5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAACHi0lEQVR4nOzdeZxkVXn/8c93BnAYhiUIiIAwiiAiIsqAGyq4xS2CCcZdcQkhikaNGk1cUGOUmF8S44bEKLhFFFxQUXABERBhQPaAC4IgGPZlGIZhZp7fH3VbyqZPdfdQM73web9e9eqq+5x777lPVfd0P3POuakqJEmSJEmSNDFzproDkiRJkiRJM4nFFEmSJEmSpEmwmCJJkiRJkjQJFlMkSZIkSZImwWKKJEmSJEnSJFhMkSRJkiRJmgSLKZKkGS3JZUmeeg+P8YQklwyrT1o9SQ5L8q6p7ofWviQXJtl7qvshSdJEWUyRJK2WJC9OsjjJkiRXJ/lukr2mul+ro6p+UlUPGXl9Two0SRYmqS4vS7pjvX14vZ2ZujzcnuTWJDclOS3JQUn+8LtIVR1UVe+fyn6qre+zffao7ZslWZ7ksgke54gk/9S/raoeVlUndfFdkhyf5LokNeA4OyRZluQLfdte0ve9tyTJ0q7Pu0/mWiVJGo/FFEnSpCV5M/AfwD8D9wO2BT4B7DuF3ZpuNqmqBcD+wLuSPG2qOzQN/FlVbQhsB3wI+Hvgv9f0SZOss6bPsbZN8TVtkGSXvtcvBn4zxOPfCXwFePU47T4OnNm/oaq+WFULRh7Aa4FLgbPHOoAkSavLYookaVKSbAy8D3hdVX2tqm6rqjur6ltV9dauzX2S/EeSq7rHfyS5TxfbO8mVSd6W5JpuVMt+SZ6V5BdJbkjyD33nOyTJ0UmO6kY1nJ3kEY2+zUny9iS/TnJ9kq8k2bSLfTLJ0X1tD03yw/TsneTKbvvn6RWHvtX9z/bbknwnyetHneu8JPuNl6+qWgxcCOzWt++rkvxvkhu7/4HfrtueJP/e5eXm7hy7jOQ9yeeSXJvk8iTvHBnVkeSAJKck+dfumL9J8sy+872yO9+tSS5N8td9sZH34+/63o9X9sXXT/L/unPe3J1n/S72mG6EyU1Jzs0Ep2lU1c1VdSzwAuAVfdf4hxELSf4kybe7672xe75NX78emOTk7pp+kOTj6UYo5K4RFK9O8lvgR932ryb5fXcdJyd5WN/xjkjyifRGWC1JcmqSLbvP7o1JLk7yyIlc38j7MWpbJXlw9/xZSS7q+v67JG/pa/ecJOfkrtE7u/bFLkvy90nOA27L1BVUPg+8ou/1y4HP9TdI8tAkJ3XXcWGS53bbDwReAryty/O3uu1/GA1WVZdU1X/T+74ZU5IXAjcBPxynr68APldVzREukiStDospkqTJeiwwD/j6gDb/CDyGXgHhEcCewDv74lt2x9gaeDfwX8BLgd2BJwDvTvKgvvb7Al8FNgW+BHwjybpjnPcNwH7Ak4CtgBvp/e81wN8Bu3Z/6D6B3v96v2L0H1lV9TLgt/RGUSyoqn8Bjuz6B0B6xZytgeMG5GCk7WOAXYBfda/3A/4B+HNgc+AnwP90zZ8OPBHYEdiEXrHh+i72UWBj4EHd9b0c+EPRA3g0cAmwGfAvwH8nSRe7BngOsFG3z78neVTfvlt2x966y8vHk/xJF/tXeu/L4+jl/23AqiRbA98B/qnb/hbgmCSbj5eTEVV1BnAlvfd8tDnAZ+mNYtkWuB34WF/8S8AZwH2BQ4CXjXGMJwEPBf60e/1dYAdgC3ojFb44qv1f0vucbgbcAfy0a7cZcDTwbxO9tnH8N/DX3SidXbir2PMo4DPAX9O7rk8Bx6YrRHZeBDyb3sinFaMP3BXgbmo8PjHZdg1fAF6YZG6ShwIbAj/rO/a6wLeAE+jl+vXAF5M8pKoOp5f3f+m+v/5sMonrjr8RvYLu343Tbjt630+fG9ROkqTVYTFFkjRZ9wWuG+sPuT4vAd5XVddU1bXAe/njP3bvBD5QVXcCX6b3x+pHqurWqrqQ3v9I79rX/qyqOrpr/2/0CjGPGeO8fw38Y1VdWVV30Psje/8k61TVUnoFkX+j98fg66vqygle8zeBHZLs0L1+GXBUVS0fsM91SW6n9wf5J4Bv9PXxg1X1v10O/xnYrfvD7056f5juBKRrc3WSufQKK+/ocnQZ8P/445xeXlX/VVUr6RV/7k9vChZV9Z2q+nX1/JjeH7n9BYw76b1fd1bVccAS4CHpjXx5FfC3VfW7qlpZVad1uX0pcFxVHVdVq6rq+8Bi4FkTzOmIq+gVY/5IVV1fVcdU1dKquhX4AL3iCEm2BfYA3l1Vy6vqFODYMY59SDdy6vbumJ/p8jfy2XhEeiOtRny9qs6qqmX0ioXLqupzXU6PAiY0MmUC7gR2TrJRVd1YVSNTUP4K+FRV/azL9ZH0ijr9n/X/rKorRq5ptKratao2aTxeO9l2DVfSK9w9lW7kx6j4Y4AFwIe69+dHwLfpFYKG4f3Af1fVFeO0eznwk6oa5hQkSZIAiymSpMm7HthsnCkGWwGX972+vNv2h2N0f6BCb8QBwP/1xW+n98fYiD/80VRVq+j9Mdd/vBHbAV8f+R924H+BldxVVDiD3voJobcmw4R0f3x/BXhpV2B4Eb2pDoNs1l3DW4C9gZGRNNsBH+nr4w1df7bu/uj8GL3RNP+X5PDuf+E3A9bj7jnduu/17/v6u7R7ugAgyTOTnJ7eFKqb6BU8Nuvb9/pRxbGl3b6b0Stc/XqM69sOeH7/iAZgL3pFnMnYml4O/kiS+Uk+ld70oluAk4FNusLSVsANfdcJfZ+RsbZ1oyg+lN4UsFuAy7pQfx5GfwYHfSbvib+g9x5cnuTHSR7bbd8O+LtROX0Af/xZH6+AsLZ8DjiA3vfCF0bFtgKu6L5XR4z+vK6WJLvRK+L8+wSav5xeYVGSpKGzmCJJmqyfAsvoTadpuYreH4Yjtu22ra4HjDzpihnbNI53BfDMUf/LPq+qftft+zrgPt2+bxtwvrHWVziS3oibpwBLq+qn43W6G13w/+jla+R/+6+gN8Wjv4/rV9Vp3T7/WVW7Aw+jN93nrcB19EYzjM7p78brQzdF5Bh603XuV1Wb0JuelEH7da7r+r79GLErgM+Puo4NqupDEzjuSN/2oPcH9iljhP8OeAjw6KraiN50Dbp+Xw1smmR+X/sHcHf97+OL6U0Xeyq9KU0L+443bLcBf+hbki3/qFNVZ1bVvvSmwHyDuwp7V9AbsdWf0/lV9T/9uw86cbc+yZLG47DJthvgGHrTjS6tqstHxa4CHpC+OzXxx5/Xe7J+yd703rvfJvk9vWLlX+Tudxh6PL2iztGjDyBJ0jBYTJEkTUpV3UxvnZOPp7dw7Pwk63ajH/6la/Y/wDuTbJ5ks6796P+9nozdk/x5NxrmjfSmPpw+RrvDgA/krgVdN0+yb/d8R3rre7yU3vSYt3X/yz2W/6O3NskfdMWTVfSm14w3KmW0D3Xnm9f18R3pFj9Nb2HZ53fP90jy6G7NidvoFTJWdqN4vtJd24bd9b2ZieV0PXoFpGuBFektTPv0iXS6G1nwGeDfkmzVje54bFeg+QLwZ0n+tNs+L73FbLcZfNTemhdJnkNvitcXqur8MZptSG80yE3pLSL8nr5+XU5vStEhSdbrRnaMt/bGhvQ+N9fTK3T883j9HOcajkhyRCN8LvCwJLt17/khffutl97tezfupq3dQm/0FPTWDjqo+wwkyQZJnp1kw4n2q3q3GF7QeBw02XYDznMb8GTgNWOEf0bv8/u27mfD3vTeny938bt9f/Xrrn0evc8u3WdrZN2Yw+kV93brHofRW7vnT0cd5hXAMd0UMUmShs5iiiRp0qrq3+j9Mf9Oen+kXwEczF3rgvwTvT92zwPOp7eI5z/dg1N+k96aITfSK4T8efeH6Ggfobd2xglJbqVXcHl0V4T5AnBoVZ1bVb+ktwjs5/PHi3uO+CC9YtBN6bvTCr2pDQ9n8oWh73R9/6uq+jpwKPDlbrrJBcDInXc2ovcH9Y30pkVcT29ECfQW8byN3jSlU+gtwPqZ8U7c/TH5BnrFmBvpjdAYa32RlrfQew/PpDcd51BgTrdexb708jjyGXgrg3+3+Fb3vlxBb5Hif+OPF9Ht9x/A+vRGx5wOfG9U/CX0FkO+nt5n6yh6xZKWz9HL6e+Aixi7GDcZDwBOHStQVb+gt0DqD4BfcveRNy8DLuve/4PoFjeu3p2f/oreVK8b6S1afMA97OcaU1WLq+puU8Cqt5bQc+l9rq+jt2bQy6vq4q7Jf9NbM+amJN8Y49Db0SukjdzN53Z6a7TQraHz+5EHvfV9llVvbSagV3yht5iwU3wkSWtMyjvFSZKmsSSHAA+uqpeO13Yt9OXlwIFVtddU90V/LMlRwMVV9Z5xG9/zc61Hb/TJro2iniRJmuUcmSJJ0gR063O8lt40A02xbkrU9knmJHkGvVEy31gb5+7uUPNQCymSJN17WUyRJGkcSf6U3lSW/6M3vUZTb0vgJHrTPP4T+Juq+vmU9kiSJN1rOM1HkiRJkiRpEhyZIkmSJEmSNAnrTHUH1DY/m9UmLJzqbmgKVdqxOzZox1bcpz3ibNAx11neDs67BzeXXDW3HZuzsh1bNeAn1KDryGoOuMuqwfFB55wzYN+VA65jUGyd5QM6M6Av4xl0nat7jYP2G2TQZ+OO+YPfyKxqn3TQ98C629zejG1eS9r9mdN+s1akfSE33DGvGQOoAcm7Y3n7/zzWu70dW3BjO7ZsQTs3cwesADLe98ecAe/HoJ8fq/v9KknSbHA1Z11XVZtPdT/WhGckdd2QjnUWHF9VzxjS4YbCYso0tgkLOZDFU90NTaEV67b/yvjVo9qxax7YrlAMOuZmV7T/INzp5NUfyLZsQTs2r/23K0vu246tWK8dW6/9t/JA6y0dHF/dc96yRTu25L4D3o/L2n+cDio0jWfQda7uNQ7ab1DBbOkm7diliwbsCKx3ezs/1yxs73v/D5/XjB24/KfN2GUL2h/Ia+Zu2Ix9+dKdmzGA5Xe2v+8u+227anr/C9dvxvb6yvxm7OLHtysmm17V/j4fVGwFmLekHR/082PQ+yhJ0mz3XnL5VPdhTbkOhvbXbGCzIR1qaCymSJIkSZKk4Zs7pJVFVo4zRHYKuGaKJEmSJEnSJDgyRZIkSZIkDVeAuUOazjt49veUsJgiSZIkSZKGLMOb5jMNqylO85EkSZIkSZoER6ZIkiRJkqThCrDO7L1rn8UUSZIkSZI0XGGI03ymn1lxZUmWrMVzbZLktX2vt0py9No6vyRJkiRJmlqzopgybEkGjdjZBPhDMaWqrqqq/dd4pyRJkiRJmknmZjiPaWjGFVOSfCPJWUkuTHJg3/b/l+TsJD9Msnm37Q1JLkpyXpIvd9s27Y5xXpLTk+zabT8kyeFJTgA+l+SAJN9M8r0klyR5T3eqDwHbJzknyYeTLExyQXeMeUk+m+T8JD9Psk+3/YAkX+uO9csk/7IWUyZJkiRJ0tqV7m4+w3hMQzNxzZRXVdUNSdYHzkxyDLABcHZV/V2SdwPvAQ4G3g48sKruSLJJt/97gZ9X1X5Jngx8Dtiti+0O7FVVtyc5ANgT2AVY2p3rO90xd6mq3QCSLOzr2+sAqurhSXYCTkiyYxfbDXgkcAdwSZKPVtUVoy+uKxAdCLAx265+liRJkiRJ0hoxPUs8g70hybnA6cADgB2AVcBRXfwLwF7d8/OALyZ5KbCi27YX8HmAqvoRcN8kG3exY6vq9r5zfb+qru+2fa3vuC39x74YuBwYKab8sKpurqplwEXAdmMdoKoOr6pFVbVoPpuPczpJkiRJkqahkQVoZ+nIlOnZq4YkewNPBR5bVY8Afg7MG6NpdV+fDXyc3oiTs7q1UMaacDXS/rbG9tbru3VxQOyOvucrmZmjgiRJkiRJmhjXTJk2NgZurKql3TSax3Tb5wAji8C+GDglyRzgAVV1IvA2egvHLgBOBl4CfyjOXFdVtzTO97RujZX1gf2AU4FbgQ0b7fuPvSOwLXDJ6lyoJEmSJEmanmba6IjvAQclOY9ekeL0bvttwMOSnAXcDLwAmAt8oZvCE+Dfq+qmJIcAn+2OsRR4xYDznUJv2s6DgS9V1WKAJKd2i85+l97IlxGfAA5Lcj69aUUHdOu1DOHSJUmSJEmaIUYWoJ2lZlQxparuAJ45RmhB9/Vdo7bfbY2TqroB2HeM7YeMcdxrqurgMdq+eNSmXbrty4ADxmh/BHBE3+vnjHEuSZIkSZJmj2k6RWcYZm+ZSJIkSZIkaQ2YUSNT1qbRo0kkSZIkSdIEBVhn9o7fsJgiSZIkSZKGK9P3TjzDMHvLRJIkSZIkSWuAI1MkSZIkSdLweTcfSZIkSZKkCQoWUyRNjd8+opqxY193czO2+UNvbcbuOO1PmrEdf7qgGRtk2Ti7XbewfR3zb2rPo1y+fnu/pZuM16uxrbO8Hdv0ysFzOpds2u7PJle3973p/gOuY+N27IatV7VjW7VjW/56bjMGsNnl7X/UNrqmvd+8Jas353XV3PY1rnd7e79dfjD4On7x+HYO6p2XNmNbzWt/f7zxqmc3Yw+ac0szds2t6zdj6wy4foAvzf18M3blYzZtxp79pwc3Y9f/9A3N2Ff2eGwz9trvPbUZe+U/tPsCg78HBn3fSZIkzUQWUyRJkiRJ0nDN8gVoLaZIkiRJkqThm8XTfGbvlUmSJEmSJK0BjkyRJEmSJEnDFZzmI0mSJEmSNHFxmo8kSZIkSZJ6LKZIkiRJkqThGpnmM4zHRE6XPCPJJUl+leTtA9rtkWRlkv0nu28/p/lIkiRJkqThCmttmk+SucDHgacBVwJnJjm2qi4ao92hwPGT3Xe0e83IlCS7JXlW3+vnTrTiNMax9kuyc9/r9yV56jD6KUmSJEmSJmVP4FdVdWlVLQe+DOw7RrvXA8cA16zGvn/kXlNMAXYD/lBMqapjq+pDq3ms/YA/FFOq6t1V9YN71DtJkiRJkmaT4U3z2SzJ4r7HgaPOtDVwRd/rK7ttf5Bka+B5wGGT3Xcs07aYkuQbSc5KcuFIopIsSXJot/0HSfZMclKSS5M8t2szL8lnk5yf5OdJ9kmyHvA+4AVJzknygiQHJPlYko2TXJZkTrf//CRXJFk3yV8lOTPJuUmO6WKPA54LfLg71vZJjhiZb5XkKd15z0/ymST36bZfluS9Sc7uYjtNRV4lSZIkSVrj0t3NZxgPuK6qFvU9Dh99tjF6UKNe/wfw91W1cjX2vZtpW0wBXlVVuwOLgDckuS+wAXBSt/1W4J/ozWt6Hr1iCcDrAKrq4cCLgCPpXee7gaOqareqOmrkJFV1M3Au8KRu058Bx1fVncDXqmqPqnoE8L/Aq6vqNOBY4K3dsX49cqwk84AjgBd0518H+Ju+a7quqh4FfBJ4y1gXneTAkWrbUq6dfNYkSZIkSbp3uRJ4QN/rbYCrRrVZBHw5yWXA/sAnkuw3wX3vZjoXU96Q5FzgdHoXtgOwHPheFz8f+HFX9DgfWNht3wv4PEBVXQxcDuw4zrmOAl7QPX9h9xpglyQ/SXI+8BLgYeMc5yHAb6rqF93rI4En9sW/1n09q6+/f6SqDh+pts1n83FOJ0mSJEnSNDW8kSnjORPYIckDu5kpL6Q3COIPquqBVbWwqhYCRwOvrapvTGTfsUzLu/kk2Rt4KvDYqlqa5CRgHnBnVY0Mt1kF3AFQVauSjFzLxO6b9MeOBT6YZFNgd+BH3fYjgP2q6twkBwB7j9f1ceJ3dF9XMk1zL0mSJEnSPTZya+S1oKpWJDmY3l165gKfqaoLkxzUxUevkzLuvuOdc7r+Qb8xcGNXSNkJeMwk9j2Z3iiSHyXZEdgWuITeyJYNx9qhqpYkOQP4CPDtvjlUGwJXJ1m3O+bvuu23No51MbAwyYOr6lfAy4AfT6LvkiRJkiRpkqrqOOC4UdvGLKJU1QHj7Tue6TrN53vAOknOA95Pb6rPRH0CmNtNzTkKOKCq7gBOBHYeWYB2jP2OAl7KXVN8AN4F/Az4Pr1CyYgvA2/tFprdfmRjVS0DXgl8tTv/Ku6+UrAkSZIkSbPbcBegnXam5ciUrvjxzDFCC/raHDJqnwXd12XAAWMc8wZgj1Gbj+iLH82oaTpV9Ul6i8WOPtap9N0auf98VfVD4JFj7LOw7/lixp8yJEmSJEnSzLWWpvlMhWlZTJEkSZIkSTNYmLajSoZh9l6ZJEmSJEnSGuDIFEmSJEmSNFyJ03wkSZIkSZImxWk+kiRJkiRJAkemSJIkSZKkYQtO85E0NR50Znvw2Nte8CfN2Kq5mzRj123XPt9VO61qxlas1/5BePaz7mgfFNj0qvaPmt8/6M5mbONX/bYZW/lvD2zGbrnvymZsk2vmNmNbXNaOAWz5y3Z86Sbt/ZavX83Yple283rBk1c0Y5ft3M75lTsOHnT4/Dec3oz9CUubsXce97hm7OE/3aAZe/Di9ZqxbS5s9/XSRe33EWDZgnZeN/y77ZuxY98xvxm74cZ2X/da+Ltm7KIr2t+Pc7+9WTMG8MbXPK8Z+9n3tm4f98d/0Yzl1/OasQVntz/HW69qfx6/99e3NWMAz/rEgmZs1YDfNja5euBhJUnSjBWn+UiSJEmSJKnHkSmSJEmSJGm4nOYjSZIkSZI0CcFpPpIkSZIkSepxZIokSZIkSRqy2b0ArcUUSZIkSZI0XAHmzN41U2ZvmUiSJEmSJGkNcGSKJEmSJEkaPqf5zHxJ9gN+UVUXTXVfJEmSJEma1Wb5rZFnb5no7vYDdp7qTkiSJEmSpJltRhdTknwjyVlJLkxyYLdtSV98/yRHJHkc8Fzgw0nOSbJ9kt2SnJ7kvCRfT/In3T4nJTk0yRlJfpHkCd32eUk+m+T8JD9Psk+3/YCuH99K8pskByd5c9fm9CSbduc7u69fOyQ5a23mSpIkSZKktae7m88wHtPQ9OzVxL2qqnYHFgFvSHLfsRpV1WnAscBbq2q3qvo18Dng76tqV+B84D19u6xTVXsCb+zb/rruWA8HXgQcmWReF9sFeDGwJ/ABYGlVPRL4KfDy7nw3J9mta/9K4Iix+prkwCSLkyxeyrWTSoYkSZIkSdPCyDSfYTymoZleTHlDknOB04EHADtMZKckGwObVNWPu01HAk/sa/K17utZwMLu+V7A5wGq6mLgcmDHLnZiVd1aVdcCNwPf6raf37f/p4FXJpkLvAD40lh9q6rDq2pRVS2az+YTuRxJkiRJkrQWzdgFaJPsDTwVeGxVLU1yEjAPqL5m8+6+54Tc0X1dyV05GlQOu6Pv+aq+16v69j+G3iiXHwFnVdX1q9k3SZIkSZKmvzkzffxG20y+so2BG7tCyk7AY7rt/5fkoUnmAM/ra38rsCFAVd0M3DiyHgrwMuDHDHYy8BKAJDsC2wKXTLSzVbUMOB74JPDZie4nSZIkSdKMkyFN8XGaz9B9D1gnyXnA++lN9QF4O/BteiNAru5r/2Xgrd3CsNsDr6C3IO15wG7A+8Y53yeAuUnOB44CDqiqO8bZZ7Qv0hs5c8Ik95MkSZIkSdPEjJ3m0xUyntkIHz1G+1O5+62RHzNGu737nl9Ht+ZJN7LkgDHaH0HfYrJVtbAVo7fuymeqamWj35IkSZIkzXxh2t6JZxhmbDFlpknydWB74MlT3RdJkiRJkta4aTpFZxgspqwlVfW88VtJkiRJkqTpzmKKJEmSJEkarmRW383HYookSZIkSRq+WTzNZ/aWiSRJkiRJktYAR6ZIM9SK9aoZW3Lf9n4nv3RZM3bD/Va0Y1vc2Yw951Mbt08IbHRNuyK984/bP4aWfXXHZuyyR7ZvirXw3PYxB/Xl0t0H32jrhm1WDYw3j/vIdu7yN1c0Y6tWtfv6iu1+04xdcMsWA/tz7CUPbsbu8z/3a8ae9st2Xre6eG4ztt7t7eu45kHtz/GyBe3YeMdd/KdLm7E37fLzZuwdnz6yGTt320c2Y0f+4nXN2J8ft34zBnDOnQ9qxp581noD9tywGfntw9qfuR1/1j7mvCXtnN605eDP//L5A96vG2bv/0pJkqQG7+YjSZIkSZI0SXNm73+ozN4ykSRJkiRJ0hpgMUWSJEmSJA1X0pvmM4zHhE6XZyS5JMmvkrx9jPi+Sc5Lck6SxUn26otdluT8kdhEzuc0H0mSJEmSNHxraZpPkrnAx4GnAVcCZyY5tqou6mv2Q+DYqqokuwJfAXbqi+9TVddN9JyOTJEkSZIkSTPZnsCvqurSqloOfBnYt79BVS2pqpEV8zcABt/tYByOTJEkSZIkScM13Lv5bDZq+s3hVXV43+utgf7bZF4JPPpuXUqeB3wQ2AJ4dl+ogBOSFPCpUccek8UUSZIkSZI0ZBnmNJ/rqmrR4JPdzd1GnlTV14GvJ3ki8H7gqV3o8VV1VZItgO8nubiqTh7UIaf5SJIkSZKkmexK4AF9r7cBrmo17gol2yfZrHt9Vff1GuDr9KYNDWQxZZQk+yXZear7IUmSJEnSjDUyzWft3M3nTGCHJA9Msh7wQuDYP+pO8uAk6Z4/ClgPuD7JBkk27LZvADwduGC8EzrN5+72A74NXDROO0mSJEmS1LKW7uZTVSuSHAwcD8wFPlNVFyY5qIsfBvwF8PIkdwK3Ay/o7uxzP3pTf6BXI/lSVX1vvHNOu2JKkpcDb6E3v+k84J3AZ4DNgWuBV1bVb5McQS8BOwHbAa8EXgE8FvhZVR3QHW8J8ClgH+BG4IVVdW2S7endOmlzYCnwV8CmwHOBJyV5J71kM7pdVV3cnf8WYBGwJfC2qjq6O+fbgJcBq4DvVtXbxzpfVV081ORJkiRJknQvVFXHAceN2nZY3/NDgUPH2O9S4BGTPd+0KqYkeRjwj/QWf7kuyabAkcDnqurIJK8C/pPe6BGAPwGeTK8A8i3g8cBr6N1TereqOofeLY/Orqq/S/Ju4D3AwcDhwEFV9cskjwY+UVVPTnIs8O2+wsgPR7frzglwf2AvegWdY4Gjkzyz69+jq2ppdw2Mdb6+40iSJEmSNHskw7ybz7QzrYop9IoLR1fVdQBVdUOSxwJ/3sU/D/xLX/tvdcNyzgf+r6rOB0hyIbAQOIfe6JCjuvZfAL6WZAHwOOCr3VAegPuM7swE2n2jqlYBF3VDg6C3GvBnq2pp3zVM6HzdOQ8EDgTYmG3HaiJJkiRJ0vS3lqb5TIXpVkwJY9y+aJT++B3d11V9z0det66t6C28e1NV7TbOucZr13/O9H0dfQ0TPR/d/awPB9gqi8bLhSRJkiRJWsum25ibHwJ/meS+AN0UmdPorcQL8BLglEkecw6wf/f8xcApVXUL8Jskz+/OkyQjc6RuBTYEGKddywnAq5LMH7mG1TyOJEmSJEkz09q9m89aN616VVUXAh8AfpzkXODfgDcAr0xyHr1FXf92koe9DXhYkrPoTSN6X7f9JcCru/NcCOzbbf8y8NYkP+8WjW21a13D9+itn7I4yTn0FtMddD5JkiRJkmaZ9Kb5DOMxDU23aT5U1ZH0Fp3td7eFWkfu1tM9vwzYZaxY9/pdwLtGbfsN8IwxjnsqsPOozWO1G32OBX3PPwR8aCLnkyRJkiRJM8u0K6ZIkiRJkqQZLsCcaTUZZqhmfTGlf8SIJEmSJElaS+ZOzyk6wzB7y0SSJEmSJElrwKwfmSJJkiRJktayxGk+kiRJkiRJkzJN78QzDLO3TCRJkiRJkrQGODJFmqFWzW3Hbtm8mrGdTluvGbvyoe366l5Hz2/GjnnbDe3OABtttKIZ2/hnGzZjO50+rxnb5qJ2ApYtaF//ivs0Q2x2xeD68rwl7cr6tue2Y8vXb/+ove5ft23GfvGoZc3Y0Xus24ztuPXNzRhAfXPzZmyd5e3r2PG09nVsdE37fCvaHznmrGyf79JHrWrvCFy3dftztcHjbmzG9vv12c3Ymc/aoxn79la7NmMrzm9/5lbNbccAls9rx+esHLhr06+feksz9vvt1m/G1rmz/X5cs/Xyged8zHfb38sbXdP+vEqSpFkqzOoFaC2mSJIkSZKk4XPNFEmSJEmSpAlKWOWaKZIkSZIkSQJHpkiSJEmSpCErYJXTfCRJkiRJkibOaT6SJEmSJEkCHJkiSZIkSZKGrBJWzp294zcspkiSJEmSpKFzms80luSQJG+ZRPsl3detkhy9muc8IMlWfa8/nWTn1TmWJEmSJEmaWe61I1Oq6ipg/9Xc/QDgAuCq7livGVK3JEmSJEma+QI1i+/mMyOvLMk/JrkkyQ+Ah3Tbtk/yvSRnJflJkp267Q9M8tMkZyZ5f98xFia5oHs+N8m/Jjk/yXlJXt9tf3e33wVJDk/P/sAi4ItJzkmyfpKTkizq9nlRd5wLkhzad74lST6Q5Nwkpye531pLmCRJkiRJa1Hv1sgZymM6mnHFlCS7Ay8EHgn8ObBHFzoceH1V7Q68BfhEt/0jwCerag/g943DHgg8EHhkVe0KfLHb/rGq2qOqdgHWB55TVUcDi4GXVNVuVXV7X9+2Ag4FngzsBuyRZL8uvAFwelU9AjgZ+KvG9R2YZHGSxUu5dqJpkSRJkiRJa8mMK6YATwC+XlVLq+oW4FhgHvA44KtJzgE+Bdy/a/944H+6559vHPOpwGFVtQKgqm7otu+T5GdJzqdXIHnYOH3bAzipqq7tjvVF4IldbDnw7e75WcDCsQ5QVYdX1aKqWjSfzcc5nSRJkiRJ01CGMypluo5MmalrptSo13OAm6pqtwm2Hy2j2ySZR290y6KquiLJIfSKNuMdp+XOqho5x0pmbu4lSZIkSRqoN81nJo7fmJiZeGUnA8/r1irZEPgzYCnwmyTPB+jWNnlE1/5UetOCAF7SOOYJwEFJ1un235S7CifXJVnAHy9Weyuw4RjH+RnwpCSbJZkLvAj48epcpCRJkiRJmp5mXDGlqs4GjgLOAY4BftKFXgK8Osm5wIXAvt32vwVel+RMYOPGYT8N/BY4r9v/xVV1E/BfwPnAN4Az+9ofARw2sgBtX9+uBt4BnAicC5xdVd+8B5crSZIkSdKM5DSfaaaqPgB8YIzQM8Zo+xvgsX2bPtRtvwzYpXu+Anhz9+jf953AO8c45jH0Cjkj9u6LfQn40hj7LOh7fjRw9Bj9lyRJkiRpxquElZlx4zcmbPZemSRJkiRJ0howI0emSJIkSZKk6W26TtEZBospkiRJkiRp6GZzMcVpPpIkSZIkSZNgMUWSJEmSJA1VBWrOnKE8JiLJM5JckuRXSd4+RnzfJOd1d+VdnGSvie47Fqf5SJIkSZKkIVt7tzVOMhf4OPA04ErgzCTHVtVFfc1+CBxbVZVkV+ArwE4T3PduLKZI09g1D6pm7FePXtGMLX760mZs88fd0Iztss31zdg5H9m5Gdvni5s0YwDrLG//EN3pJ3Obsfk3DTxs06q57fPNWbl6+wFct107ds2D2rFlC9rv45yV7XM+5xMbNmPrLd2oGbtuu1XtzgC7DsjBOsvbsVu2aF/Hekvb13HT/dv7LblvO7bpVe3PBsDFi25vxjY68b7N2L9//JBmbP7N7fP9fod2Xw+8un39y9dv7wewbH77/Tpvn2XN2KMPav/7/oVVP2/G1tm9/QG4dIPNm7Ej3/5nzRjAomPXbcZW93tZkiRpgvYEflVVlwIk+TKwL/CHX5iqaklf+w2Amui+Y7GYIkmSJEmShiuwaoJTdIZga+CKvtdXAo++W5eS5wEfBLYAnj2ZfUdzzRRJkiRJkjRUBaxKhvIANuvWORl5HDjqdGMNE77b8OCq+npV7QTsB7x/MvuO5sgUSZIkSZI0nV1XVYsGxK8EHtD3ehvgqlbjqjo5yfZJNpvsviMspkiSJEmSpKFbWwvQAmcCOyR5IPA74IXAi/sbJHkw8OtuAdpHAesB1wM3jbfvWCymSJIkSZKkoapkra2ZUlUrkhwMHA/MBT5TVRcmOaiLHwb8BfDyJHcCtwMvqKoCxtx3vHNaTJEkSZIkSTNaVR0HHDdq22F9zw8FDp3ovuOxmCJJkiRJkoZuZdbaNJ+1zmKKJEmSJEkaqmKt3hp5rZu9VyZJkiRJkrQGTMtiSpLdkjyr7/Vzk7x9DZxnySTaHpFk/0ke/6AkL598zyRJkiRJmslCZTiP6Wi6TvPZDVhEtwBMVR0LHDuVHWpJMreqVo4V61/sRpIkSZKke42s1Vsjr3VDGZmS5KVJzkhyTpJPJZmbZEmSQ5OcleQHSfZMclKSS5M8t9tvXpLPJjk/yc+T7JNkPeB9wAu6470gyQFJPtbts12SHyY5r/u6bbf9iCT/meS07hz7d9sXdO3O7s6z7wSvKUk+luSiJN8BtuiLXZbk3UlOAZ6f5K+SnJnk3CTHJJnftTskyVu65yd1+TgjyS+SPKFx3gOTLE6yeCnXru5bIkmSJEmS1pB7XExJ8lDgBcDjq2o3YCXwEmAD4KSq2h24Ffgn4GnA8+gVSwBeB1BVDwdeBBzZ9endwFFVtVtVHTXqlB8DPldVuwJfBP6zL3Z/YC/gOcCHum3LgOdV1aOAfYD/l0xonNDzgIcADwf+CnjcqPiyqtqrqr4MfK2q9qiqRwD/C7y6ccx1qmpP4I3Ae8ZqUFWHV9Wiqlo0n80n0E1JkiRJkqaXAlZlzlAe09Ewpvk8BdgdOLOrUawPXAMsB77XtTkfuKOq7kxyPrCw274X8FGAqro4yeXAjuOc77HAn3fPPw/8S1/sG1W1Crgoyf26bQH+OckTgVXA1sD9gN+Pc54nAv/TTeG5KsmPRsX7izy7JPknYBNgAXB845hf676exV05kCRJkiRp1pnN03yGUUwJcGRVveOPNiZvqarqXq4C7gCoqlVJ1unb956qvud3jOoX9EbJbA7s3hVzLgPmrcaxR7ut7/kRwH5VdW6SA4C9G/uM9G8l03e9GkmSJEmSNMAwxsv8ENg/yRYASTZNst0E9z2ZXrGDJDsC2wKX0JsWtGFjn9OAF3bPXwKcMs45Ngau6Qop+wCT6dsLu/Vf7k9vilDLhsDVSdbt+iRJkiRJ0r1XwqohPaajezw6oqouSvJO4IQkc4A76dZCmYBPAId1U39WAAdU1R1JTgTenuQc4IOj9nkD8JkkbwWuBV45zjm+CHwryWLgHODiCfbt68CT6U1R+gXw4wFt3wX8DLi8a98qBEmSJEmSNOsVsHLO9FzvZBiGMtWkWyR29EKxC/rih4xqv6D7ugw4YIzj3QDsMWrzEV3sMnpFjtH7HDDq9cg5rqO3zspY/V4w1vYuVsDBjdjCUa8/CXxyjHaH9D3fu+/5dbhmiiRJkiRJM5LrdkiSJEmSpKGbrlN0huFeX0xJ8nB6dwXqd0dVPXoq+iNJkiRJ0kzXuzWyxZRZq6rOB3ab6n5IkiRJkqSZ4V5fTJEkSZIkSUOWUC5AK0mSJEmSNHFO85E0JZZuXM3YD150SzN25J9+qxk7Y53tmrFLXrpXM/bE89o/Lra5cPAPyVs2b1/HNdu3Y6d+/4pm7A0PPbMZO2P5A5qxH37+oc3Y0z/TvMEXAOvc0Y5t+ct2Dpbcd24z9r3XtN/H+/3Lr5ux16w8vRn7zDqDl3zaaf3rmrGPHNXe93HHtvOz4Pr252OLS9u5WWd5O3bK/kuaMYDXvfhnzdgH7/fn7R332LoZetnXj2zGbl22fjN2zRse1owt/Hn7/Qe4ZdMVzdijfrhBM3bBVfdtH3TLdugNv312M/Z/F27UjC3YYXn7oMDFT2h/Bh78s3YONrt84GElSZKmJYspkiRJkiRpqFyAVpIkSZIkaZJmczFl9q4GI0mSJEmStAY4MkWSJEmSJA1VJazK7B2/YTFFkiRJkiQNndN8JEmSJEmSBDgyRZIkSZIkDVkBK+fM3pEpFlMkSZIkSdJwzfI1U2bvlQFJDkry8qnuR78kByTZaqr7IUmSJEnSmlTJUB7T0awemVJVh011H8ZwAHABcNUU90OSJEmSJK2GGTcyJclLk5yR5Jwkn0oyN8mSJB9Icm6S05Pcr2t7SJK3dM9362LnJfl6kj9Jsn2Ss/uOvUOSs7rnlyX55yQ/TbI4yaOSHJ/k10kO6tvnrUnO7I773m7bwiT/m+S/klyY5IQk6yfZH1gEfLHr//prM3eSJEmSJK0NBawiQ3lMRzOqmJLkocALgMdX1W7ASuAlwAbA6VX1COBk4K/G2P1zwN9X1a7A+cB7qurXwM1JduvavBI4om+fK6rqscBPuu37A48B3tf15+nADsCewG7A7kme2O27A/DxqnoYcBPwF1V1NLAYeElV7VZVt49xjQd2xZvFS7l2UvmRJEmSJGm6WJUM5TEdzbRpPk8BdgfOTC+h6wPXAMuBb3dtzgKe1r9Tko2BTarqx92mI4Gvds8/DbwyyZvpFWr27Nv12O7r+cCCqroVuDXJsiSbAE/vHj/v2i2gV0T5LfCbqjqnr08LJ3KBVXU4cDjAVllUE9lHkiRJkiStPTOtmBLgyKp6xx9tTN5SVSOFh5VM7rqOAd4D/Ag4q6qu74vd0X1d1fd85PU6XX8+WFWfGtWfhaPar6RX+JEkSZIk6V7Au/lMJz8E9k+yBUCSTZNsN95OVXUzcGOSJ3SbXgb8uIstA44HPgl8dpL9OR54VZIFXX+2HunbALcCG07yPJIkSZIkzRiF03ymjaq6KMk7gROSzAHuBF433m7d11cAhyWZD1xKb32UEV8E/hw4YZL9OaFbx+Wn3bSjJcBL6Y1EaTmi68ftwGPHWjdFkiRJkiRNXzOqmAJQVUcBR43avKAvfjRwdPfyvsDl3fZz6C0eO5a9gM9U1R+KIFW1sO/5EfQtTDsq9hHgI2Mcc5e+Nv/a9/wYelOLJEmSJEmanQIrp+mokmGYadN8JizJ+4FHc9cisq12XwdeztgFEUmSJEmSNElre5pPkmckuSTJr5K8fYz4S5Kc1z1OS/KIvthlSc5Pck6SxRM534wbmTJRVfUu4F0TaPe8tdAdSZIkSZK0BiSZC3yc3p19r6R3B+Bjq+qivma/AZ5UVTcmeSa9u+g+ui++T1VdN9FzztpiiiRJkiRJmiph1dqbDLMn8KuquhQgyZeBfYE/FFOq6rS+9qcD29yTE87aaT6SJEmSJGnqVDKUB7BZksV9jwNHnWpr4Iq+11d221peDXy3v6v0bnRz1hjHHpMjUyRJkiRJ0nR2XVUtGhAfa2GVGmMbSfahV0zZq2/z46vqqiRbAN9PcnFVnTyoQxZTJEmSJEnSUI0sQLuWXAk8oO/1NsBVoxsl2RX4NPDMqrp+ZHtVXdV9vaa7Sc2ewMBiSqrGLNZoGtgqi+pAJrSQsGapax7U/v5csV57v+Xrt/e7dPcVzdiDz2jXV7/60WuasfuetaAZA7hps/Y53/OSHzRjH7ukXXxedsfcZuyR771/M7boG+1rXLZg8M/DE/7mjmbsiv2vb8a23HxZM/axBd9oxubdeWcz9rQTD2rGtntcuy8AV5+4eTP2lx/YsBlb7/b2Mddpp4bl89uxOSvbsWWDP1bMv6kd+8Xj2wc+b+/2+7HVr9dtxi4/4NpmbJv73daM/f76AQkAttm8ve/ZF27ajG1+cfu4Sxe0r/9nj/lwM/aDHXZpxo5d8tBmDGDdlz2sGdvmwvb36xaXzt5bJkqSNJ73krPGGXExYz1w9wfWe05/31CO9cr1Xj4wT0nWAX4BPAX4HXAm8OKqurCvzbbAj4CX96+fkmQDYE5V3do9/z7wvqr63qA+OTJFkiRJkiTNWFW1IsnBwPHAXOAzVXVhkoO6+GHAu4H7Ap9Ib8TMiq5Acz/g6922dYAvjVdIGWkoSZIkSZI0NEVYlbV3z5uqOg44btS2w/qevwZ4zRj7XQo8YrLns5giSZIkSZKGbtWY68LODt4aWZIkSZIkaRIcmSJJkiRJkoaqslbv5rPWWUyRJEmSJElDt9JpPpIkSZIkSQJHpkiSJEmSpCHr3c3HkSkTlmRhkhcP+7iNcx2RZP+1cS5JkiRJkjRxRYbymI7WxDSfhcCkiilJ5q6Bfox3zrU2KmdtnkuSJEmSJK1ZEyqmJHlpkjOSnJPkU0nmJtkjyXlJ5iXZIMmFSXYBPgQ8oWv7pq7th5Oc2bX/6+6Yeyc5McmXgPO71yclOTrJxUm+mPTGBCV5d7f/BUkOH9k+oL8nJfmPJKd1++zZbT+k2/8E4HNJNk9yTHfsM5M8vmv3pK7/5yT5eZINk9w/ycndtguSPKFru6TvvPsnOaJ7fkSSf0tyInBoku2TfC/JWUl+kmSnyb1VkiRJkiTNHKsyZyiP6WjcERNJHgq8AHh8Vd2Z5BPAS6rqc0mOBf4JWB/4QlVdkOTtwFuq6jnd/gcCN1fVHknuA5zaFTMA9gR2qarfJNkbeCTwMOAq4FTg8cApwMeq6n3d8T4PPAf41jhd36CqHpfkicBngF267bsDe1XV7V0h59+r6pQk2wLHAw8F3gK8rqpOTbIAWAYcCBxfVR/oRtLMHy93wI7AU6tqZZIfAgdV1S+TPBr4BPDkMfJ9YHcuNmbbCZxCkiRJkqTppYBV03SKzjBMZPrJU+gVIM7sBoSsD1zTxd4HnEmv2PCGxv5PB3btW9tkY2AHYDlwRlX9pq/tGVV1JUCSc+hNGToF2CfJ2+gVMDYFLmT8Ysr/AFTVyUk2SrJJt/3Yqrq9e/5UYOe+gS4bJdmQXiHn35J8EfhaVV2Z5EzgM0nWBb5RVeeMc36Ar3aFlAXA44Cv9p3rPmPtUFWHA4cDbJVFNYFzSJIkSZKktWgixZQAR1bVO8aIbQosANYF5gG3NfZ/fVUd/0cbeyNRRre/o+/5SmCdJPPojeJYVFVXJDmkO9d4RhciRl73n3MO8Ni+4sqIDyX5DvAs4PQkT+2KMk8Eng18PsmHq+pzo84zul8j55oD3FRVu02g35IkSZIkzXCZ1SNTJjL56IfA/km2AEiyaZLtutjhwLuALwKHdttuBTbs2/944G+6ER0k2THJBpPo40iB4rpuhMdE797zgu58e9GbZnTzGG1OAA4eeZFkt+7r9lV1flUdCiwGduqu+Zqq+i/gv4FHdbv9X5KHJpkDPG+sjlTVLcBvkjy/O36SPGKC1yFJkiRJ0oyzqiuo3NPHdDTuyJSquijJO4ETuoLBncDrkjwJWFFVX+rWEDktyZOBnwArkpwLHAF8hN50nbO7hWOvBfabaAer6qYk/wWcD1xGb1rRRNyY5DRgI+BVjTZvAD6e5Dx6uTgZOAh4Y5J96I2OuQj4LvBC4K1J7gSWAC/vjvF24NvAFcAF9EbqjOUlwCe7XK4LfBk4d4LXIkmSJEmSpokJ3bK3qo4Cjhq1+XTgc118JfDovthTRrX9h+7R76TuMXKO0a8P7nv+TuCdY/TrgAHdPmb01KSqOmTU6+voRrCM2v76MY53ZPcY3fZo4Ojx+tatDfOMAf2VJEmSJGlWKGDl4BvxzmgTKqZIkiRJkiRNxnSdojMMs7KYUlV7T3UfJEmSJEnS7DQriymSJEmSJGnqFGHVhO55MzNZTJEkSZIkSUNXs3iaz+wtE0mSJEmSJK0Bqaqp7oMatsqiOpDFU90NTVPL129/7/7oNcubscse1o5tdlV7sNoTvzCvGdvi0sEV5+u2a/d1Wetm4sA1D1rZjK13e/ucW/6yXSdep335rLe0HRvPvCXt2O93aMeWbtLOzYr12vtd9IQ7mrEHLx6wI3DL5quasQU3tHO346nt2KC+fu91y5qxX+16e7svN89tHxTY4elXN2PrzG3n9dwTt2zGdlo8vxnb4rJ2f3Y7rh0b9JkDuGGbdmz5+u3Ykvu2r3HQe7zNhe2+rtd+Owa+xzD4Oufd2o7Nv3n2/o+VJEnjeS85q6oWTXU/1oStF+1Qf734P4ZyrPfkOdMuT07zkSRJkiRJQ1XM7rv5OM1HkiRJkiRpEhyZIkmSJEmShm42j0yxmCJJkiRJkoaqCCtncTHFaT6SJEmSJEmT4MgUSZIkSZI0dDWLR6ZYTJEkSZIkSUM3m9dMcZqPJEmSJEnSJEz7YkqS09by+RYmefHaPKckSZIkSbNJASsrQ3lMR9O+mFJVj1tb50qyDrAQsJgiSZIkSdI9sIoM5TEdTfs1U5IsqaoFSfYG3gv8H7Ab8DXgfOBvgfWB/arq10mOAJYBDwPuB7y5qr6dZB7wSWARsKLbfmKSA4BnA/OADYD5wEOTnAMcCXwd+HwXAzi4qk7r+nMIcB2wC3AW8NKqqiR7AB/p9rkDeAqwFPgQsDdwH+DjVfWpYeZKkiRJkiStedO+mDLKI4CHAjcAlwKfrqo9k/wt8HrgjV27hcCTgO2BE5M8GHgdQFU9PMlOwAlJduzaPxbYtapu6Iokb6mq5wAkmQ88raqWJdkB+B96BRmAR9Ir2lwFnAo8PskZwFHAC6rqzCQbAbcDrwZurqo9ktwHODXJCVX1m6FnSZIkSZKkKVTEu/lMI2dW1dUASX4NnNBtPx/Yp6/dV6pqFfDLJJcCOwF7AR8FqKqLk1wOjBRTvl9VNzTOuS7wsSS7ASv79gE4o6qu7PpzDr0izs3A1VV1ZneuW7r404Fdk+zf7bsxsAPwR8WUJAcCB/YabDt+RiRJkiRJmoZWTf+VRVbbTLuyO/qer+p7vYo/LgzVqP0KBpbEbhsQexO9qUWPoDciZb1Gf1Z2fcgY56fb/vqq2q17PLCqThjdqKoOr6pFVbVoPpsP6JYkSZIkSQJI8owklyT5VZK3jxF/SZLzusdpSR4x0X3HMtOKKRP1/CRzkmwPPAi4BDgZeAlAN71n2277aLcCG/a93pjeSJNVwMuAueOc+2Jgq27dFJJs2C1sezzwN0nWHelDkg0GHEeSJEmSpBlrVWUoj/EkmQt8HHgmsDPwoiQ7j2r2G+BJVbUr8H7g8EnsezczbZrPRF0C/JjeArQHdeudfAI4LMn59BagPaCq7kju9sacB6xIci5wBPAJ4JgkzwdOZPAoFqpqeZIXAB9Nsj699VKeCnya3jSgs9M76bXAfkO4VkmSJEmSppUCVq69NVP2BH5VVZcCJPkysC9w0R/6U3VaX/vTgW0muu9Ypn0xpaoWdF9PAk7q27533/M/igGnVtWbRh1nGXDAGMc/gl7RZOT1nfTuvtNv177n72j05+C+52cCjxnjcv6he0iSJEmSNIuFmsCokgnaLMnivteHV9Xhfa+3Bq7oe30l8OgBx3s18N3V3BeYAcUUSZIkSZJ0r3ZdVS0aEB+rajPWWqYk2YdeMWWvye7bb9YVU6rqgKnugyRJkiRJ92YFrFp703yuBB7Q93ob4KrRjZLsSm8JjmdW1fWT2Xe0WVdMkSRJkiRJU6xg5fCm+YznTGCHJA8Efge8EHhxf4Mk2wJfA15WVb+YzL5jsZgiSZIkSZJmrKpakeRgenfRnQt8pqouTHJQFz8MeDdwX+AT3Y1oVlTVota+453TYookSZIkSRqqtTzNh6o6Djhu1LbD+p6/BnjNRPcdj8UUSZIkSZI0dEO8m8+0YzFFmsaWbtxeRPqqh7Zj17/26mbs2dtf2Yx9/ts7N2O7nHSfZmyLSwf/kFxwfTs26Bov2/XOZiyv+V0zdvm6K5uxhz5vh2bsmgeuasYArtyp3Z/Nrmj/OD3/wGubsYMf/fNm7JQbt23GTr3gsGbsH963fzMG8NnTvtaMrbe8fY07fah9Z/eFW97ajF364/s3Y4/71obN2MM/fUozBjA/7b6++azvNWP3e+l/NGOH3tnOzT/9ZKw73vds+cstmrHNLh/8/XHNg9qfu3WWt/e98AuXNmObbrisGbt8nfb3x5nHPLAZW3DznGYMYK+vzG/GNrqmfR3zbx54WEmSpGnJYookSZIkSRqyrNVpPmubxRRJkiRJkjRUBayaxdN8Bo/ZlSRJkiRJ0h9xZIokSZIkSRq6lbN4ZIrFFEmSJEmSNHQ1i9dMcZqPJEmSJEnSJDgyRZIkSZIkDdVsX4DWYookSZIkSRquyqxeM+VeM80nyWkTaPPGJPPXcD/2S7LzmjyHJEmSJElac+41xZSqetwEmr0RmFQxJcncSXZlP8BiiiRJkiRp1upN8xnOYzq61xRTkizpvu6d5KQkRye5OMkX0/MGYCvgxCQndm2fnuSnSc5O8tUkC7rtlyV5d5JTgOcPaPehJBclOS/JvyZ5HPBc4MNJzkmy/ZQkQ5IkSZKkNawqQ3lMR/fWNVMeCTwMuAo4FXh8Vf1nkjcD+1TVdUk2A94JPLWqbkvy98Cbgfd1x1hWVXt17b42ul2SjwHPA3aqqkqySVXdlORY4NtVdfRYHUtyIHAgwMZsu8YSIEmSJEmSVs+9tZhyRlVdCZDkHGAhcMqoNo+hNx3n1CQA6wE/7YsfNU67W4BlwKeTfAf49kQ6VlWHA4cDbJVF03RAkyRJkiRJbd7NZ3a6o+/5SsbOQ4DvV9WLGse4bbx2SfYEngK8EDgYePJq91iSJEmSpBlkFbO3mHKvWTNlgm4FNuyenw48PsmDAZLMT7LjGPuM2a5bN2XjqjqO3sK2u41xDkmSJEmSNMPcW0emtBwOfDfJ1VW1T5IDgP9Jcp8u/k7gF/07VNW1jXa3At9MMo/e6JU3dbEvA//VLXi7f1X9eo1ekSRJkiRJa1kBK53mM/NV1YLu60nASX3bD+57/lHgo32vfwTsMcaxFo56PWY7YM8x9j0Vb40sSZIkSZrNpvGdeIbBaT6SJEmSJEmTcK8ZmSJJkiRJktaeVatm78gUiymSJEmSJGmoZvuaKU7zkSRJkiRJmgRHpkiSJEmSpOEqWDWLR6ZYTJEkSZIkSUM3m+/mk6qa6j6oYassqgNZPNXd0BT6/Q7t78/f7rqyvd+DVjRjG103txnb82vt+uqc9ulY7/Z27J5Y1e7qGjHoGnvx2fuPwXR02SNXDYz/fod2/Bd73NGMzX3Otc3YdTfcpxnbYrNlzdiVV81vxpYvHzyj9lVP/t9mbMnK9Zqxs6/Yohn7k3/fphlbeO7q/T/Kb3dp/1wBmH9L+/vjQYvb59zyl35fSZLuvd5LzqqqRVPdjzVho90eVot++JWhHOvEzXaZdnlyZIokSZIkSRqqIk7zkSRJkiRJmoxVs3gijHfzkSRJkiRJmgRHpkiSJEmSpKGqgpWrnOYjSZIkSZI0YbP5bj5O85EkSZIkSZoER6ZIkiRJkqSh824+kiRJkiRJE1TM7jVTJj3NJ8lpE2jzxiTzV69Lk+rL3km+vabPI0mSJEmSNGLSxZSqetwEmr0RmFQxJcncyfblnkjPWlkzZm1fmyRJkiRJU6rCqiE9JiLJM5JckuRXSd4+RnynJD9NckeSt4yKXZbk/CTnJFk8kfOtzsiUJd3XvZOclOToJBcn+WJXoHgDsBVwYpITu7ZP7zp9dpKvJlnQ1+F3JzkFeH73+r1du/OT7NS12zPJaUl+3n19yDh9PCDJN5N8r0vme7rtC5P8b5JPAGcDD0jy1iRnJjkvyXu7dhsk+U6Sc5NckOQF3fYPJbmoa/uv3bYjkuzfyM+JSb4EnJ9kbpIP953rryebe0mSJEmSZoICatVwHuPpBjB8HHgmsDPwoiQ7j2p2A/AG4F8bh9mnqnarqkUTub57umbKI4GHAVcBpwKPr6r/TPLmriPXJdkMeCfw1Kq6LcnfA28G3tcdY1lV7QW9YgVwXVU9KslrgbcArwEuBp5YVSuSPBX4Z+AvxunbnsAuwFLgzCTfAa4DHgK8sqpem+TpwA5d2wDHJnkisDlwVVU9u+vXxkk2BZ4H7FRVlWSTCeRnT2CXqvpNkgOBm6tqjyT3AU5NckJV/aZ/h67dgQAbs+0ETiFJkiRJ0r3ansCvqupSgCRfBvYFLhppUFXXANckefYwTnhPp7mcUVVXVtUq4Bxg4RhtHkOvMnRqknOAVwDb9cWPGtX+a93Xs/qOtzHw1SQXAP9Or4Aznu9X1fVVdXt3zL267ZdX1end86d3j5/TG6myE73iyvnAU5McmuQJVXUzcAuwDPh0kj+nV6QZzxl9xZKnAy/vcvAz4L7duf5IVR1eVYuqatF8Np/AKSRJkiRJmn6GOM1nsySL+x4HjjrV1sAVfa+v7LZNVAEnJDlrjGOP6Z6OTLmj7/nKxvFCr7DxosYxbmscs/947wdOrKrnJVkInDSBvlXjdf/5Anywqj51t04nuwPPAj7YjSB5X5I9gacALwQOBp4MrKArSiUJsF7j2gK8vqqOn0DfJUmSJEmauQpWDe9uPteNM/1mrBONrgkM8viquirJFsD3k1xcVScP2mFNLcB6K7Bh9/x04PFJHgyQZH6SHSd5vI2B33XPD5jgPk9LsmmS9YH96E1DGu144FV9a7hsnWSLJFsBS6vqC/TmUz2qa7NxVR1Hb4Hd3bpjXAbs3j3fF1i30Z/jgb9Jsm53rh2TbDDBa5EkSZIkSWO7EnhA3+tt6C1HMiFVdVX39Rrg6/SmDQ10T0emtBwOfDfJ1VW1T5IDgP/p1gqB3hoqv5jE8f4FOLJbi+VHE9znFODzwIOBL1XV4m5Uyx9U1QlJHgr8tDeohCXAS7t9PpxkFXAn8Df0ikPfTDKPXtXrTd1h/qvbfgbwQ+4+0mbEp+lNWzq7G8FyLb0ijyRJkiRJs0oBKyd4J54hOBPYIckD6Q3EeCHw4ons2A1ymFNVt3bPn85da7w2TbqYUlULuq8n0TfdpqoO7nv+UeCjfa9/BOwxxrEWtl5X1WJg7+75T4H+0SzvGqsPo1zT36eu/WX0FqXt3/YR4COj9v01vZEko92tOlVV/0dvXZgR7xirb926Mv/QPSRJkiRJmtVqeNN8Bp+nd7Oag+n9HT8X+ExVXZjkoC5+WJItgcXARsCqJG+kt77rZsDXuwEW69AbjPG98c65pkamSJIkSZIkrRXdkhzHjdp2WN/z39Ob/jPaLcAjJnu+WVlMqaojgCOmuBuSJEmSJN0rFbBqMkvAzjCzspgiSZIkSZKmUIWVa2maz1RYU3fzkSRJkiRJmpUcmSJJkiRJkoaqgFWzeGSKxRRJkiRJkjR0tfZujbzWWUyRprF1lrdjN2y1shlbvn57paef/OVNzdhWv7hvM/ajl93WjN36kKXNGMCDF97ajP3m1M2asf3/ZaNmbN6S9g/mja5p92W929ux8dx0/3Zely1o7/ftN7Rzd+Mu7Vh+v14zdsemK5qx3b/dzhvAVr9o/+jf5Op2Xre6uB27aqd2bpbPb/dl0yvbx7zmQavaOwILbhjQn4V3NGN/snT1/ul78JY3N2PP2eHXzdgZ12418LiraF/HpTds0oxt/d4HDDxuywV7t3Oz5zfmNWPbXjA4b/NvWr3vSUmSNEsVrBr869yM5popkiRJkiRJk+DIFEmSJEmSNFSumSJJkiRJkjQZhbdGliRJkiRJUo8jUyRJkiRJ0lAVcZqPJEmSJEnSZJR385EkSZIkSRI4MkWSJEmSJA1bwcpymo8kSZIkSdKEzPZbI6/VaT5JDkjysXuw71Z9rz+dZOdx9jmt+7owyYtX57zDkmTvJN+eyj5IkiRJkqR7bijFlCRzh3GccRwA/KGYUlWvqaqLBu1QVY/rni4EpqyYksQRQJIkSZKke5VVq4bzmI7GLaZ0ozouTnJkkvOSHJ1kfpLLkrw7ySnA85O8KMn5SS5Icmjf/q9M8oskPwYe37f9iCT7971e0vf8bd2xzk3yoa7dIuCLSc5Jsn6Sk5IsSvI3Sf6lb98Dknx01DE/BDyh2/dNSX6SZLe+fU5Nsmvj+s9Pskl6rk/y8m7755M8Ncm8JJ/t2v08yT59/fhqkm8BJ4w65h5d2weNcb4DkyxOsngp14739kiSJEmSNP0U1KoM5TEdTXRkykOAw6tqV+AW4LXd9mVVtRdwMnAo8GRgN2CPJPsluT/wXnpFlKcBA6flACR5JrAf8OiqegTwL1V1NLAYeElV7VZVt/ftcjTw532vXwAcNeqwbwd+0u3778Cn6Y10IcmOwH2q6rxGl07t+v8w4FLgCd32xwCnA68DqKqHAy8Cjkwyr2vzWOAVVfXkvut7HHAYsG9VXTr6ZFV1eFUtqqpF89m80SVJkiRJkjRVJlpMuaKqTu2efwHYq3s+UrTYAzipqq6tqhXAF4EnAo/u276cuxc5xvJU4LNVtRSgqm4Y1LiqrgUuTfKYJPelV/g5ddA+wFeB5yRZF3gVcMSAtj/pruWJwCeBhyfZGrihqpbQy8Xnu75cDFwO7Njt+/1R/X8ocDjwZ1X123H6KEmSJEnSjDSyAO0wHtPRRNfyqMbr27qvg65u9L4jVtAVc5IEWK/vWK19Wo4C/hK4GPh6VQ3cv6qWJvk+sG+336IBzU+mN/pkW+AfgecB+9Mrsoz0t+W2Ua+vBuYBjwSuGtRHSZIkSZJmrIKV03S9k2GY6MiUbZM8tnv+IuCUUfGfAU9Kslm3GO2LgB932/dOct9uFMjz+/a5DNi9e74vsG73/ATgVUnmAyTZtNt+K7Bho39fozc16EWMPfplrH0/DfwncOag0S9VdQWwGbBDNy3nFOAt3FVMORl4SdfXHekVXS5pHO4m4NnAPyfZu3VOSZIkSZI0fU20mPK/wCuSnAdsSm+6yx9U1dXAO4ATgXOBs6vqm932Q4CfAj8Azu7b7b/oFWDOoDcd6LbuWN8DjgUWJzmHXuECelNxDhtZgHbU+W8ELgK2q6ozxuj/ecCKbkHbN3X7nEVv/ZfPTuD6fwb8onv+E2Br7ioofQKYm+R8eoWcA6rqjtaBqur/gD8DPp7k0RM4tyRJkiRJM0oxnCk+M32az6qqOmjUtoX9L6rqS8CXRu9YVZ9ljIJFV1R4TN+md/TFPkTvDjz97Y8BjunbtPeo+HPGOMeC7uudwFP6Y0m2oldMOmH0fmMc52V9z0+jrwhVVcvoFrMdtc8R9K3FUlUnASd1z39Lb0FbSZIkSZJmn4JaOT0LIcMw0ZEps0p3e+OfAf9YVbN4FpckSZIkSRq2cUemVNVlwC5rvitrT1V9Dvhc/7YkrwT+dlTTU6vqdWutY5IkSZIkzQLF7F6AdqLTfGa91nQkSZIkSZI0edN1vZNhuFdO85EkSZIkSVpdjkyRJEmSJEnDVbDKaT6SpsKcle3YomPXa8a++KXfN2Obrdf+iXb1Ny9qxu785abN2HMecWUzBnDmx9s3r3rURe3r+MGrljZjq+a2z7f5c69uxs49t30dT/7KRu2DAlv+qn3SB5/eHuh3wN9tMOCo7djvd2jvdeXDBnw4xnHlQ1c0Yw86s/1+rGiH2Pa84Q903HnpgDcZWHLfduwZn924Gbvyoe2c73zyus3Yddtu3oyte3y7r08Y561atqAde9Ltg/dtGfRerbN89f7pX3Xl4GG66yxfvZgkSZq9MqRpPjWUowyX03wkSZIkSZImwZEpkiRJkiRpuArmrhzOyJT2uOqpYzFFkiRJkiQNVYA5s3jNFKf5SJIkSZIkTYLFFEmSJEmSNFwV5qwazmMikjwjySVJfpXk7WPEd0ry0yR3JHnLZPYdi9N8JEmSJEnS0GX1b0A5ufMkc4GPA08DrgTOTHJsVfXfrvQG4A3Afqux7904MkWSJEmSJM1kewK/qqpLq2o58GVg3/4GVXVNVZ0J3DnZfccy44spSZaME98kyWtX47iHjB76I0mSJEmSxpeCuasylAewWZLFfY8DR51ua+CKvtdXdtsmYrX2nRHTfJIESFWtzlrAmwCvBT4x1E5JkiRJkqSmId7N57qqWjQgPtbCKjXBY6/WvtN2ZEqShUn+N8kngLOBdyU5M8l5Sd47RvsFSX6Y5Owk5ycZGZbzIWD7JOck+XDX9q1jHSvJP3aLzvwAeEjf9pOSHJrkjCS/SPKEbvvcJB/uO9Zfd9vvn+Tk7pwXJHlC1/aI7vX5Sd60xpInSZIkSdK9x5XAA/pebwNctSb3ne4jUx4CvBL4BrA/vblMAY5N8sSqOrmv7TLgeVV1S5LNgNOTHAu8HdilqnYDSPJ0YIfRxwJuA14IPJJeXs4Gzuo7/jpVtWeSZwHvAZ4KvBq4uar2SHIf4NQkJwB/DhxfVR/oFrOZD+wGbF1Vu3T92GR4aZIkSZIkafpIwZyVE7sTzxCcCeyQ5IHA7+j9bf/iNbnvdC+mXF5Vpyf5V+DpwM+77QvoFUT6iykB/rkrjKyiN8fpfmMc8+mNY20IfL2qlgJ0hZh+X+u+ngUs7DvWrkn2715v3B3rTOAzSdYFvlFV5yS5FHhQko8C3wFOGOuCu7lfB/YOtu1YTSRJkiRJmvYywdsa31NVtSLJwcDxwFzgM1V1YZKDuvhhSbYEFgMbAauSvBHYuRuQcbd9xzvndC+m3NZ9DfDBqvrUgLYvATYHdq+qO5NcBswbo92Yx+oSOWhe1B3d15XclbcAr6+q4+92kl5R59nA55N8uKo+l+QRwJ8CrwP+EnjV6P2q6nDgcICtsmiic7wkSZIkSbrXqqrjgONGbTus7/nv6U3hmdC+45m2a6aMcjzwqiQLAJJsnWSLUW02Bq7pCin7ANt122+lN+pkvGOdDDwvyfpJNgT+bIL9+ptuBApJdkyyQZLtur78F/DfwKO6qUdzquoY4F3AoyadBUmSJEmSZoAUzF05nMd0NN1HpgBQVSckeSjw096NfVgCvBS4pq/ZF4FvJVkMnANc3O17fZJTk1wAfLeq3jrWsarq7CRHdfteDvxkAl37NL0pP2d3dxy6FtgP2Bt4a5I7u+O/nN60o88mGSlgvWPymZAkSZIkaSYIc9bSNJ+pMG2LKVV1GbBL3+uPAB8Zo92C7ut1wGMbx3rxqNetY30A+MAY2/fue34d3Zop3a2a/6F79Duye4zmaBRJkiRJkma4aVtMkSRJkiRJM1TBnGk6RWcYLKZIkiRJkqShCmvvbj5TYaYsQCtJkiRJkjQtODJFkiRJkiQNV03fO/EMg8UUSZIkSZI0VAHmrJrqXqw5TvORJEmSJEmaBEemSJIkSZKk4SqYs3L2LkBrMUWaxtZb2o6d9MrlzdjcizdoxpY86PZm7MprFzRjjzhs82bsp4/cqBkDWLZxe7LkvNvaP2B3+cm89n5L2vtt+e8PbsaeeXUzxNJN2jGA3+9QzdhF+7Sv8cQP/b4Z2+K+y5qxeeu1j3nIJj9oxv55yZObMYD/u25+M/b707dpxrb4dTvnq+a2c7Ne+yPHqrnt2JL7tmMA67S/Bfj99iuasXOesKQZW3BD+7P8mze1Pzy/fVj7++Op/9X+HAOc9/R2X7f81YAEDfCrPe5sxubf3B6U+qhvr/6vBYNufTibf5GSJEltcZqPJEmSJEmSwJEpkiRJkiRpyFIwdxaPTrWYIkmSJEmShm7QNOCZzmk+kiRJkiRJk+DIFEmSJEmSNFQpmLPKaT6SJEmSJEkTllk8zcdiiiRJkiRJGq7KrF6A1jVTJEmSJEmSJmGNFFOSHJBkq77Xn06y84D2OyU5J8nPk2w/yXPtneRxfa8PSvLy1ev5mpNkYZILprofkiRJkiStaane3XyG8ZiO1tQ0nwOAC4CrAKrqNeO03w/4ZlW9ZzXOtTewBDitO9dhq3GMNSrJ3KnugyRJkiRJa9OcVVPdgzVnwiNTkmyQ5DtJzk1yQZIXJHl3kjO714enZ39gEfDFbrTJ+klOSrIoydwkR3Ttz0/ypiTPAt4IvCbJid25vpHkrCQXJjmwrw/PSHJ214cfJlkIHAS8qTvXE5IckuQtXfvdkpye5LwkX0/yJ932k5IcmuSMJL9I8oQB131ckl275z9P8u7u+fuTvKa75g/3XdMLuvjeSU5M8iXg/FHHfFB3rD3GON+BSRYnWbyUayf69kiSJEmSpLVkMiNTngFcVVXPBkiyMfD9qnpf9/rzwHOq6ugkBwNvqarFXWzkGLsBW1fVLt32TarqpiSHAUuq6l+7dq+qqhuSrA+cmeQYeoWf/wKeWFW/SbJp1+aP9k3ylL4+fw54fVX9OMn7gPfQK9wArFNVe3bFnPcAT21c98nAE5JcBqwAHt9t3wv4AvDn3XU9Atis6+/JXZs9gV26/i7s+vcQ4MvAK6vqnNEnq6rDgcMBtsqiavRJkiRJkqTpqyAuQAv0Rlc8tRvR8YSquhnYJ8nPkpwPPBl42DjHuBR4UJKPJnkGcEuj3RuSnAucDjwA2AF4DHByVf0GoKpuGHSirtizSVX9uNt0JPDEviZf676eBSwccKifdPvtBXwHWJBkPrCwqi7ptv9PVa2sqv8DfgyMjDg5Y6S/nc2BbwIvHauQIkmSJEnSbBBg7srhPKajCRdTquoXwO70iiof7Ka7fALYv6oeTm/UyLxxjnEjvREcJwGvAz49uk2SvemNEnlsVT0C+Hl33ADDHKlxR/d1JYNH6JxJb9rSE+iNUvk58Ff0ijB0/Wq5bdTrm4EruGt0iyRJkiRJmmEms2bKVsDSqvoC8K/Ao7rQdUkWAPv3Nb8V2HCMY2wGzKmqY4B39R2j38bAjVW1NMlO9EakAPwUeFKSB3bH2nTQubqRMzf2rYfyMnqjRialqpbTK4D8Jb2RMj8B3tJ9hV6B5QXdejCb0xvFckbjcMvpLbb78iQvnmxfJEmSJEmaEbybzx88HPhwklXAncDf0CsMnA9cRm8Ex4gjgMOS3A48tm/71sBnk4wUcd4xxnm+BxyU5DzgEnoFDKrq2m4x2q91+18DPA34FnB0kn2B14861iu6fsynN8XolZO43n4/AZ7SFXh+AmzDXcWUr3fXeC69kTNvq6rfd4Wgu6mq25I8B/h+ktuq6pur2SdJkiRJkqalAHNm8ZopEy6mVNXxwPGjNi8G3jlG22OAY/o27d33/G6jUarqkL7ndwDPbPThu8B3R237BbBr36af9MXO4a6RLf377N33/DoGr5lCVb2L3kgaquoq+qb2VFUBb+0e/fucRG8608jry4Bduuc3cde6KpIkSZIkaQaZzMgUSZIkSZKk8RVk1VR3Ys2xmNJJ8qfAoaM2/6aqnjcV/ZEkSZIkaaYauZvPbGUxpdOYxiRJkiRJkvRHLKZIkiRJkqThKheglSRJkiRJmriavrc1HgaLKdIMdc4TljRjxz/h883YU7Z5azN2+c/+rhlb+Py3NGMP/+kGzRjAFpffpxl78M/mNmOr2qGBP5jXWd6OrVivHVu+fjsGMP+mQeec04ytWNGObbbRsmbsx6eMXsbpLrVe+8f3157+iGYM4MIfbdmM3bB1e5WwTa5uvyE33b+asY2ubf+PxC2bt/cb738yBn0+btqi/QHZfY9rm7HHP/fMZuzIC05qxh73vNc1Y9f8cOtmDODUl97YjN33F+0P5U5nzGvGBuXmx39xczN20/0WNGPLNhi8gtz8W9qf82d8rP0zYL3bZ+//WEmSpNmr/ZuPJEmSJEnSagi9/wAdxmNC50uekeSSJL9K8vYx4knyn138vCSP6otdluT8JOckWTyR8zkyRZIkSZIkDddaXDMlyVzg48DTgCuBM5McW1UX9TV7JrBD93g08Mnu64h9quq6iZ7TkSmSJEmSJGkm2xP4VVVdWlXLgS8D+45qsy/wueo5Hdgkyf1X94QWUyRJkiRJ0lCt5Wk+WwNX9L2+sts20TYFnJDkrCQHTuSETvORJEmSJEnDNdy7+Ww2ai2Tw6vq8L7XY80nGn2ng0FtHl9VVyXZAvh+kour6uRBHbKYIkmSJEmSprPrqmrRgPiVwAP6Xm8DXDXRNlU18vWaJF+nN21oYDHFaT6SJEmSJGm4aq1O8zkT2CHJA5OsB7wQOHZUm2OBl3d39XkMcHNVXZ1kgyQbAiTZAHg6cMF4J3RkiiRJkiRJGqqQtXY3n6pakeRg4HhgLvCZqrowyUFd/DDgOOBZwK+ApcAru93vB3w9CfRqJF+qqu+Nd06LKZIkSZIkaUarquPoFUz6tx3W97yA142x36XAIyZ7vrUyzSfJJkle2z3fKsnRa+O8kiRJkiRpCqzdaT5r3dpaM2UT4LXQW9ilqvZfS+cdU5K1NiJnbZ5LkiRJkqTpIBZThuJDwPZJzkny1SQXACQ5IMk3knwryW+SHJzkzUl+nuT0JJt27bZP8r3uns8/SbJT60RJjkhyWNfuF0me03euryb5Fr37R2+Q5DNJzuzOt2/X7mFJzuj6el6SHbq230lybpILkryga3tZks2654uSnNQ9PyTJ4UlOAD6XZPMkx3TnOjPJ4wf0/8Aki5MsXsq1w8i9JEmSJEkaorU1auLtwC5VtVuShcC3+2K7AI8E5tFbCObvq+qRSf4deDnwH8DhwEFV9cskjwY+ATx5wPkWAk8CtgdOTPLgbvtjgV2r6oYk/wz8qKpelWQT4IwkPwAOAj5SVV/sVgGeS2+Rmquq6tkASTaewDXvDuxVVbcn+RLw71V1SpJt6S2K89CxdurulX04wFZZNPq+2JIkSZIkzQjTdVTJMEyHKSgnVtWtwK1Jbga+1W0/H9g1yQLgccBXu9V1Ae4zzjG/UlWrgF8muRQYGcny/aq6oXv+dOC5Sd7SvZ4HbAv8FPjHJNsAX+sKOOcD/5rkUODbVfWTCVzXsVV1e/f8qcDOff3fKMmG3XVLkiRJkjSr9Kb5rJ27+UyF6VBMuaPv+aq+16vo9W8OcFNV7TaJY44e0THy+ra+bQH+oqouGdX2f5P8DHg2cHyS11TVj5LsTm+EygeTnFBV7wNWcNdUqXmjjtN/rjnAY/uKK5IkSZIkaYZaW2um3ApsuDo7VtUtwG+SPB8gPePdtuj5SeYk2R54EDC6YAK9qTavTzdcJMkju68PAi6tqv8EjqU3OmYrYGlVfQH4V+BR3TEuozedB+AvBvTnBODgkRdJdhun/5IkSZIkzWguQHsPVdX1wKndwrMfXo1DvAR4dZJzgQuBfcdpfwnwY+C79NZaWTZGm/cD6wLndf16f7f9BcAFSc6hNz3oc8DD6a2pcg7wj8A/dW3fC3wkyU+AQW/xG4BF3YK2F9Fbl0WSJEmSpNlplt/NZ61N86mqF4+x7QjgiL7XC8eKVdVvgGdM4nSnVtWbxjnX7cBfj9GnDwIfHLX5+O4xuu1PgB3H2H7IqNfX0SvSSJIkSZKkGW46rJkiSZIkSZJmkdT0HVUyDDO2mJLkH4Hnj9r81ao6YAq6I0mSJEmS+lhMmYaq6gPAB6a6H5IkSZIk6d5lxhZTJEmSJEnS9NSb5pOp7sYaYzFFkiRJkiQN3Wye5pOqmuo+qGGrLKoDWTzV3dAUWrag/f25dJP2fqvmtmNnPG95M3bbwVc2YztvdUMzdt4Vm7VPCNx0y3rN2LNfff9m7Jw/bfd12Qbt3Pz2IWPdDb1nx7PXb8Z2O77dT4D5N7cr65u2U8dvd2339bLd2v/CnLPPbc3YHs/5bTP2868vbHcG2PLydZuxPb9xn2Zsq4vb179iQOrWab+NLG+/HQM/xzD4H+cLntoODjruLZutasZ+/8A7m7Hl89rv8XVbDkgAsMPuN7bPee28Zmzuzzdqxp78+Q2asY2uWb3P8XjvxyCD3qv1bp+9/2MlSdJ43kvOqqpFU92PNWGzDRbVn+105lCOdcTZc6ZdnhyZIkmSJEmShsu7+UiSJEmSJE3cbL818pyp7oAkSZIkSdJM4sgUSZIkSZI0dLN5ZIrFFEmSJEmSNFRO85EkSZIkSdIfODJFkiRJkiQNV8GcFVPdiTXHYookSZIkSRq6OSsz1V1YY5zmM0lJtkpy9FT3Q5IkSZIkTQ1HpkxSVV0F7D+MYyWZW1WzeEkeSZIkSdK9kQvQ3oslOTTJa/teH5Lk75Jc0L2en+QrSc5LclSSnyVZ1MVelOT8JBckObTvGEuSvC/Jz4DHrvWLkiRJkiRpLZizcjiP6chiymBfBl7Q9/ovgTP7Xr8WuLGqdgXeD+wOvalAwKHAk4HdgD2S7NftswFwQVU9uqpOGX3CJAcmWZxk8VKuHfLlSJIkSZK05o2MTLGYci9UVT8HtujWSXkEcCPw274me9EruFBVFwDnddv3AE6qqmuragXwReCJXWwlcMyAcx5eVYuqatF8Nh/uBUmSJEmSpHvMNVPGdzS9NVK2pCuc9GktTTxoyeJlrpMiSZIkSZrVXDPlXu/LwAvpFVRG38XnFHpTf0iyM/DwbvvPgCcl2SzJXOBFwI/XTnclSZIkSZp6TvO5F6uqC4ENgd9V1dWjwp8ANk9yHvD39Kb53Ny1ewdwInAucHZVfXMtdluSJEmSJK0hTvOZgKp6eN/zy4BdupfLgJdW1bIk2wM/BC7v2n0J+NIYx1qwxjssSZIkSdIUmu23RraYcs/MB05Msi69dVL+pqqWT3GfJEmSJEmaWgVzVkx1J9Yciyn3QFXdCiya6n5IkiRJkqS1x2KKJEmSJEkaqjC7p/m4AK0kSZIkSRquWrt380nyjCSXJPlVkrePEU+S/+zi5yV51ET3HYvFFEmSJEmSNGMlmQt8HHgmsDPwoiQ7j2r2TGCH7nEg8MlJ7Hs3TvORJEmSJElDtxan+ewJ/KqqLgVI8mVgX+Civjb7Ap+rqgJOT7JJkvsDCyew792kdxxNR0mupbvVMrAZcN2A5oPiMyU23frjdUyv/ngd06s/Xsf06o/XMb3643VMr/7c26/j3nCN060/Xsf06s90v47tqmrzAX2YsZJ8j971DsM8YFnf68Or6vC+c+0PPKOqXtO9fhnw6Ko6uK/Nt4EPVdUp3esfAn9Pr5gycN8xVZWPGfAAFq9ufKbEplt/vI7p1R+vY3r1x+uYXv3xOqZXf7yO6dWfe/t13Buucbr1x+uYXv2ZSdfhY/UfwPOBT/e9fhnw0VFtvgPs1ff6h8DuE9l3rMc6SJIkSZIkzVxXAg/oe70NcNUE26w3gX3vxgVoJUmSJEnSTHYmsEOSByZZD3ghcOyoNscCL+/u6vMY4OaqunqC+96NI1NmjsPvQXymxKbinF7HYNOpP17H9OqP1zG9+uN1TK/+eB3Tqz/39uu4N1zjVJzT6xhsOvVnJl2HVlNVrUhyMHA8MBf4TFVdmOSgLn4YcBzwLOBXwFLglYP2He+cLkArSZIkSZI0CU7zkSRJkiRJmgSLKZIkSZIkSZNgMWWGSJKp7sN0Zn7azM1g5qfN3LSZm8HMT5u5Gcz8tJmbwcxPm7lpMze6J1wzRZIkSZIkaRK8m880160+/BTgHOAk4NdV9fup7NN0Yn7azM1g5qfN3LSZm8HMT5u5Gcz8tJmbwcxPm7lpMzcaBqf5TGNJ3gq8GPgUsA1wIL37Yu/Sxe/V75/5aTM3g5mfNnPTZm4GMz9t5mYw89NmbgYzP23mps3caFic5jNNdfP3PgV8o6qO67Y9ht43/hbA31fV5VPYxSllftrMzWDmp83ctJmbwcxPm7kZzPy0mZvBzE+buWkzNxomq27TVPWqXKcBf59kz27b6VX1BuBS4JB7c9XU/LSZm8HMT5u5aTM3g5mfNnMzmPlpMzeDmZ82c9NmbjRMjkyZ5pL8A7Ah8BPgwqq6PMl8enP79qmq26ayf1PN/LSZm8HMT5u5aTM3g5mfNnMzmPlpMzeDmZ82c9NmbjQMFlOmoSRbAVsCNwOXA38NLAKuArYGNgZ+W1V/O2WdnELmp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzo2GzmDLNJHku8E7gLGAv4AzgjcAC4JHA9sD1VfWlqerjVDI/beZmMPPTZm7azM1g5qfN3AxmftrMzWDmp83ctJkbrRFV5WMaPYCfAc/snm8AHA5cCxw01X2bDg/zY27Mj7kxN9PnYX7MjfkxN+Zn+jzMjbnxsXYfLq4zTaTnPvTudb4CoKpuq6oDgScDz0jylCns4pQyP23mZjDz02Zu2szNYOanzdwMZn7azM1g5qfN3LSZG61JFlOmieq5g94iSG9O8qi+2PnA14DnJZk7VX2cSuanzdwMZn7azE2buRnM/LSZm8HMT5u5Gcz8tJmbNnOjNcliyjRTVV8AvgeckORzSe6fZAGwCzCvqlZObQ+nlvlpMzeDmZ82c9NmbgYzP23mZjDz02ZuBjM/beamzdxoTXAB2mkkyZyqWtU9XwB8FNgZOA/YEfiLqrpuCrs4pcxPm7kZzPy0mZs2czOY+WkzN4OZnzZzM5j5aTM3beZGa4rFlGli5Js8yeOBB1XV57vtWwPLgdurasmUdnIKmZ82czOY+WkzN23mZjDz02ZuBjM/beZmMPPTZm7azI3WpHWmugOCJPOqaln38iZ6CyQBUFW/66+m3huZnzZzM5j5aTM3beZmMPPTZm4GMz9t5mYw89NmbtrMjdY010yZYkk+BByf5FNJ/gy4tnqLIY3E3wpsOmUdnGLmp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzo7XBYsoUSvLPwEOAlwK/BfYH3pDkMV38PsCV99Y5fOanzdwMZn7azE2buRnM/LSZm8HMT5u5Gcz8tJmbNnOjtcU1U6ZIknWAjwAnVtXR3bbtgQOAxwCHVNWpU9fDqWV+2szNYOanzdy0mZvBzE+buRnM/LSZm8HMT5u5aTM3WpscmTJFqmoFcALwuiRPTnKfqvp1Vb0L+ArwqiTrTm0vp475aTM3g5mfNnPTZm4GMz9t5mYw89NmbgYzP23mps3caG1yZMoUS/K3wIOAnwIXVNUFSe4PfB94VFUtn9IOTjHz02ZuBjM/beamzdwMZn7azM1g5qfN3AxmftrMTZu50dpgMWUKJHkkcD9gaVWdnGQ/4DnArcAuXbMfVNWhU9TFKWV+2szNYOanzdy0mZvBzE+buRnM/LSZm8HMT5u5aTM3WtsspqxlSV4N/A3wI2Bv4HbgIODXwEOBbej9ADhxqvo4lcxPm7kZzPy0mZs2czOY+WkzN4OZnzZzM5j5aTM3beZGU6KqfKylB701an4OPLpv25uB3wOHAvOmuo/mZ3o+zI35MTfmxvxMn4e5MT/mxvyYm+nzMDc+purhArRrSZJU1Sp68/S2GtleVf8G7AxsCTxpiro35cxPm7kZzPy0mZs2czOY+WkzN4OZnzZzM5j5aTM3beZGU8liylpSVSPzqc4A3prkBX2xG4DvAi+/t64ubX7azM1g5qfN3LSZm8HMT5u5Gcz8tJmbwcxPm7lpMzeaSutMdQfubarq6CS3Ax9J8nrgbcC1wDOBq6vqzint4BQzP23mZjDz02Zu2szNYOanzdwMZn7azM1g5qfN3LSZG00FF6CdQkneDjwDuADYHHip3+h3MT9t5mYw89NmbtrMzWDmp83cDGZ+2szNYOanzdy0mRutLRZT1rIkzwS2rapPda/nAQUsL98M8zOAuRnM/LSZmzZzM5j5aTM3g5mfNnMzmPlpMzdt5kZTwWLKGpZkHWCzqvp9krnAZsCcqrq6i88DVlXV8qns51QxP23mZjDz02Zu2szNYOanzdwMZn7azM1g5qfN3LSZG00HLkC7BiXZEPgccGySbwKvADYGru9r9l5goyno3pQzP23mZjDz02Zu2szNYOanzdwMZn7azM1g5qfN3LSZG00XFlPWrA8CN1XVnsAxwGOA1wJP7GtzXFVdNxWdmwbMT5u5Gcz8tJmbNnMzmPlpMzeDmZ82czOY+WkzN23mRtOCxZQ1JL3bb60AzgGoqs8BbwUuBT6Q5IXd9h9PVR+nkvlpMzeDmZ82c9NmbgYzP23mZjDz02ZuBjM/beamzdxoOrGYsoZUb8Xoo4HnJfmzJH9SVTdX1X8C7wSemuQ+U9vLqWN+2szNYOanzdy0mZvBzE+buRnM/LSZm8HMT5u5aTM3mk7WmeoOzGZVdUqSrwDPAbZOcl5VnQZcA+xVVXdMbQ+nlvlpMzeDmZ82c9NmbgYzP23mZjDz02ZuBjM/beamzdxouvBuPmtAkucCfwJQVUcm2QN4ORB6c/puBo6oqs9PXS+njvlpMzeDmZ82c9NmbgYzP23mZjDz02ZuBjM/beamzdxourGYMmRJ/gF4JnAssDewE/Cmqjo2yf3o3baLqrpwyjo5hcxPm7kZzPy0mZs2czOY+WkzN4OZnzZzM5j5aTM3beZG01JV+RjSA5hPbzGkh/Vteybwv8AXgS2muo/mZ3o+zI35MTfmxvxMn4e5MT/mxvyYm+nzMDc+puvDBWiHqKqW0rs916P6tn0X2Bm4AXj0FHVtWjA/beZmMPPTZm7azM1g5qfN3AxmftrMzWDmp83ctJkbTVcWU4ZvMfB3Sd49sqGqCjgZ+Ksk9/ZFf81Pm7kZzPy0mZs2czOY+WkzN4OZnzZzM5j5aTM3beZG047FlCHrqqQvAp6W5NIkL0+yD/Aq4KdVtWJqezi1zE+buRnM/LSZmzZzM5j5aTM3g5mfNnMzmPlpMzdt5kbTkQvQDlGS0Mvpqu71fsBLgF8A61XVW6ewe1PO/LR1uZlTVSu71/thbv7Az06buWkzN4OZn7YkcwDMzdj87LSZm8H8fafNz06budF0ZTFlDUgyd+QfCd1dknWsHo8tybpVdedU92O68nvrLknuX1VXj+TE3NwlyZyRX7i61+ZmAPPTZm4GMz9t/q4zmL/vtPl9dRd/19F05zSfeyjJFkkel2T9kW191fY53ddMVf+mWpK3J/nLJOuObKuqFelZt2tzr8xPkq2SPD7JpkkeADDyi0WSud3Xe2VuAJI8MMmTk2w8sq3ve2ud7uu9Mj9J3g58GO7KiT937tL3P1cjowvMTSfJq5M8qn9bX37u1T93kuyV5IVJ9hzZ5s+cu/j7Tpu/6wzm7ztt/q7T5u86mgkcmXIPdP8gHEnvdl3rAB+oqq9Pba+mjyRb01sU6mlVdWmSecCG9Ibj/W5qeze1kmwHfAlYSW8V8gvp3d7tB1X1+6ns23TQfW99Gbgd2AnYp6p+ObW9mh76vq9WAqcCf19V1yRJ3ct/oCe5H/BW4ItV9fNu2xx6a9Tdq3MDf/jsfBd4Zv/PYD87kGRb4Bv0hozvCLwYuARYUFW3TmHXpgV/32nzd53B/H2nzd912vxdRzOFxZR7IMnngYuq6oNJ9gfeDjy9qm6Y4q5NC0neAjygqv42yR7Am4D1gOuB46vqa/fWH4pJPglcVVX/v707D7asKs8w/nz0wCgYCaPMIIpgFETCEBSZRQYxUQEVUBPBASVYCCpBRBSBRiECIpNgcKBkiBFQAgoIFQERsRCQxjCDEUGC0kzd9ps/1r706cP91r1NStftu99fVRd9z7l2LZ9a+5x99tl77c923xJvDqwF3CfphKaDmwAi4mzgjm7b+iwgYFXKG+vFkn7XcnwtRcTXgesknRIRZwA/kvTN1uOaCCLi34GVgAeAXwInS3p44Plevt6MiIhzgWslnRoRrwR2BLamHES4SNKjLcfXUkScDvxK0vER8SlgdWA54GbgUkk/7fP88f5Ozvs6dd7fyXlfJ+d9HVtY+DKfFygi1gRWA04FkHQ+cBewR/f8ahHx6nYjnBAuB5bq/n4AcBlwNHADsG2UdQ16t3PRnZJ4J/DXAJJuknQS8D1gh4j4dMvxtdZtW2vTndpJ+YZYwNXAbsDHGw2tuYhYD1hb0indQ5cDx0VE7xdei4jlKB9gDgZmAMsAZ0bE/t3zywDbtRthWxGxCmVbWr976DNAUF6XdwIOaTS05rozCWYzb59oX8oZKl8DFgP2huduwdk73t8Zk/d1Et7fyXlfJ+d9HVuY+MyUFygilgReDfxC0qzusa2AvSS9PyIuA74t6WvtRtlOd2r9dOAMyk7GIpJ2HXj+Ksope9e3GWFbEbESZcf0OuA/JN3aPb4CcArw/r5+S9ztfK0g6X8iYnlKi6O655ajdPvA4BkHfRERKwJLSLpr4LFNgQ8Bp0m6ptngJoCIWILymfeprtXmlJ3SuZQDKV/oduR7qTul/FTgTcBNkjbuHh953dm/r9+ERsTfAscDjwHLSdq0e3xR4AfAAZJ+2XCIzXh/J9et9zGdeQfepkjaZeD5q+jxvg48t7/zFeB6vL/znG5fZ8VucVXv6wzo5sbiku4ZeMz7OjYh+WDKCxRDq0lHWWDsJcCJlA/IO0rasdX4Joru2+B3AgcCtwGfAtYEDpe0SeV/OmlFxFKSnuhOd/0HyvXndwE/olyrP0PSK1qOsbXBU6KH/r4TcJikzZsOsJHB150oC9PNpcyfj1G+1dqzrx/4RgzNl8UpZxucCmwgacOmg2soIpYc+iAckq7sft4J+BdJm7UbYTsRsaikZyJiKWBZyiUsdwBfB/4GOE7S61qOsaWh152gvOZ4f4d5c6f7+4eBj1L2dT5Jz/d1oJz1JenpiNgQeAflbLi78f4OMXQ3oxi4C13f93UGda85ANPwvo5NQFNbD2BhExHTgU8Ay0bEi4AjJd3dvSD+tvuW4ovAVg2H2Ux3RsoqwIOS/iTp8Yg4n7J+wZbA2cA1lBfEXunmzmHAGhHxiKSDIuKPwN8B6wEHATcCH2g4zGaG50732OAH4+mUU6f7OHdGdiJWjYingc9I+kP39LPA0d1ZGS9uNMRmRnnN0ci8kfRU9zubUA7o9k43dw4CVouIOcARkq4aeH4KcAxlnYdeGXo/XxI4StLdEXEC8BHgfMrZBoe2G2U7Q687T1H2d/4QEXMk9Xp/Z2juLAP8C3Am8DNgB3q8rwPPe92ZBRwOnA5sQ1mP6GJ6ur8zNHeWpryf3y1pbrdNTaW/+zqLUNaMeUDz7t4z8q1/r/d1bOLymSkLKCK+RLl2+DjKGRc7AhdIOrR7fgtgZ0mfaDfKdiLiRGANyk7FzyXdP8rvTJf07F96bK1FxOcpOxEnA/sBnwaWl3RD9/w0ymmNf8j/lclraO7cJOmBgeeWAl4FbCnp2DYjbCcivgCsQ9lB3wm4V9Ix3XNTJc1pOLymxpg3I2cc7K6e3nlkjLkzDXg5ZSHRLzYbZCND7+fvBrYHLqB80FmJcpbKHEm3NxtkQ7W50z2/BbCbpN6t7TA0d95FOYDyLUmHD/zOfGcw98nA3DkHeDNw18h7d/eBeQrlTlmPtRtlG8ncGfwcsRmwuaTj242yjfG8n7cam1nGB1MWQPeB7ruUU+9+0j22FvAlyg7pu4GfU66Z7d0G310Xez1wIeW2gPdTFtK6VeV2ZvOd0tgnUW4N+H3gdZJmRcSNwD3AosBrgb0lXdFwiE0lc+cqytzp5RoOI7q5cxnwKkmzux2tGcB7Jd3R54MpY82bwTOb+mgcc+e508r7pvJ+fgLlTiN7Srql3QjbGsfcGTlQ2bv39THmzsuAfXu+Rspoc+d44H2Sbu/zh+LK3Pki5dbI7wBuoXw+69WBOO8H2sLKd/NZAJKeAM4Fdu1OzUPSXZJ2A04DNpU0p69vEpT5tL+kAykHmBYD9gH2jIiVgfMi4r0Nx9fSKpRrp2dFxPrAE5Sd0l0op9j3cq2CAaPNnX2BvSJi5Yi4KCLe03B8La0KfG3kA0u3A3YdsEH3/PERsXurwTVWnTfABRHxj+2G19xYc+eEiNit1eBaqryf70pZTHSrhsObCMaaO8dFxK59O5ACY86d04Herq/TGW3u/AR4Zff8sX19z6rMnbdQPke8XtLcvh1I6Yy1H3hhjz9D2ATmM1MWUESsS7mW8XHKh+BfS/pTRGwLHAls0fNvQpcCZg2sc/EmYFvKEff1gXV6/C36VElzImI1YDFJM7vHd6RcG7u9547nzmii3IXlQcrlw4qId1HW2pkBfINySnAfd748b8bguZPz+3md507Oc6fOcyfnuZPz+7ktjHww5QWIiMWAz1Futfl9YDZlUa0zJZ3RcmwTxfC1whHxOHCgenjrxMzIKfYRcQlwnqSvtx7TROC5M8/wZSoDc2Z5ygJ+SwOf99zxvBnmuTM+fj9/Ps+d8fHceT7PnfHx3Knz+7ktTHwwZQHF/LcIXAF4C+WSDUn6ZsuxTVTdmRhHSdq79VhaG2VH4z3A7t3pwTbEcycXEacDa0jarvVYJhrPmzrPncLv5wuu73Nn4OCA584oausw9X3ujPDcWTB+P7eJzgdTFkCUW5bRnY63PWUx0c81HtaEMdRnG2A7SYd2j09Vf9eSqbVZF3ha0n1tR9jeyA6G587zDbXZQdLHI2Ijyty5rfX4WvK8qfPcyQ202QHY2O/n8/PcyQ208b7gKDx3RufPETl/hrCFlRegHUNELBURG0ZZsf5PA6edHQQ81P3OlHYjbKvS52DgNigvjH18ERxnm5l9PZASEWtFxKIjPw/1uX3ksZ7OnVqbW7vHburjTmlE7BgRq4z87Nec+Y3Rp+9z52MRsdXIzwNt/hn4Tfc7fX4/z/p47kR8JSKOinJbX7wvOL9KH8+diNUiYpeImO7PEfOrtPH7uS00fDClIiJeBVxE2agvj7IwEhHxIuDakWv3Bq/r65Nx9OntNbFuUxcR6wC/Bj4YES+PiOnd42sDV0s6p+kAG3KbXES8GjgceGTo8aXwdjWePn2eOxsB7wJmDj2+CmW7Ogt6/X4+Vp8+z531gTcD61LWtRh5fB3gx94XHLNPn+fOa4DvAPsDN0fEMt3jLwau6fPcGUebXr+f28LDl/lURMT3gCuAUyj3gP8xsAlwoebdHz69PnSyc5+c29RFxLLA5ZTrhGcB3wauAjYGLpH0dF/7uE0uIi4Gzpd0dkRsAKwH7Aqc4u3KfWoi4mTgdkknRcQWwJuAnYBjKc3m9LUNuE9NRHyX8pr8KHAI8GFJ13bPTe1zG3Cfmoi4ELhU0hkRcSxwH/BW4BhJl3W/4zZuYwsxn5mSiIjNgGmSTpQ0G/h7YHPgfuDiiDgAoK8bufvk3GZskh4FPg2cCHyWstN+DfARSU93v9PLPm4zuu6b89cCz0TENOA4ygGmmcBFEfFB6GcbcJ9xuBnYoPv7jO7nY4EPAf8aEdHjNuA+o4qyrsVikk6S9C3gHOCwiHjt4O/1sQ24T01ELAdMBW7sHtoDWAw4DzgtIo4Bt+kechtbaPnMlEREvAKYIunW7luanSV9onvu9ZRv+w5WTwO6T85t6mLe3RDWBb4M7AO8mHL2xR2U9VI+1R1U6BW3yUVZ0X97YO3uvw9J2qV77o2Ub9IP6fF25T4V3anjRwM3AJtK2q97fBrwDWA/SY+1G2Fb7jO6iHgD8Ej3fj6F8iXkkcDywPv7eHnGIPepi4hDgQ0BAWtLel33+MrAMZTt6smGQ2zGbWyymNp6ABOVpF8N/HgTcMvAz+sBa/V1pxTcp8Zt6ka+aZA0s/v24S3AGym3vjspIj7Yx4MF4DY1ku6LiDMp1+U/Dnx/4Ol1gZf1fLtynwpJ/xsRVwDvBVaNiH2AHwJbAyv38UDBIPcZnaSrB36cq3KnkWOBM4FLIuKfJN3faHjNuc+YTqKsI3MvsHdErCDpt8B2wIo9P1jgNjYp+MyUIVEWCN0TmANMoSyC9KuB5/+K8i3xvpJ+3mSQDblPzm3quj57UPpMo6wjcydlbZm1JK3ecHhNuU1uYLv6U/fnSkn3Djy/NHAtsE+Ptyv3GcXAdjXS5tLuqQ8DKwBLAMsAh0m6ZdR/ZBJzn1zXZi9gNuX9/GpJM4eenwEcIek3bUbZjvvkBrYrAU8C10m6KyIOplz2fSXlDOV3Srq52UAbcBubjHwwZUhEfIOykT8M/JFyzfm1wJclPRER+wErSTqi3SjbcZ+c29Qlfb4HnAssKunRKLfHe7bhMJtwm9xQmycoba4GTu62q3cCa0o6quEwm3Gf3FCbWczbrr4KLAs8Q1nf6pH0H5nE3Cc31vt59zurDx647BP3yY2yXW0EXC7phIjYnXKQ8k5JNzQcZhNuY5ORD6YMiHILwB9I2qD7eXnKZRlvBR6jLAYpYBFJc5oNtBH3yblNXaXP2ylvqjMkzWo4xGbcJjeO7eooYC7ertxnyDi2q6P7eHByhPvkxrFdHdfX12Rwn5pKm7cBD0s6suX4WnIbm6x8N5/5PQj8NCL2BZD0MPBflNXJNwS26dY06OuCWu6Tc5u6rM9ZlG8mNm03tObcJjfWdrW1tyv3SWRtzqRsV69vN7QJwX1yte3qNfT7NRncp6b2fr5xRGzXcGytuY1NSj6YMqBbnO9c4EMRcWpErCNptqSbKGtdvHng93rHfXJuU1fp8zNKn12bDrAht8l5u6pzn9w42uzSdICNuU9ujDZX0+PXZHCfmjHaXAns3HaE7biNTVY+mDJE0g8piyA9ApwRESdHub3t/pQdjF5zn5zb1LlPzm1yblPnPjm3qXOfnNvUuU/ObXJuY5OR10xJRMTiwJqUVe1nA7dLOrXtqCYO98m5TZ375Nwm5zZ17pNzmzr3yblNnfvk3CbnNjaZ+GAKEBEhSRERlJXrn42ILYEVJJ0fEYt01533kvvk3KbOfXJuk3ObOvfJuU2d++Tcps59cm6Tcxub7Hp/mU9ETCn/iSVUjKxe/2Xgt93fe3vEyX1yblPnPjm3yblNnfvk3KbOfXJuU+c+ObfJuY31wdTWA2gpIjYBPgo8DTwZEb8ETqecenaTpGugn4v3gfvUuE2d++TcJuc2de6Tc5s698m5TZ375Nwm5zbWF72+zKfbsGcAvwMWpawkvQTwGUm3d7/T29PP3CfnNnXuk3ObnNvUuU/ObercJ+c2de6Tc5uc21hf9PZgSkSsCHxV0m7dz4sBKwA7AusDR0j6fcMhNuU+Obepc5+c2+Tcps59cm5T5z45t6lzn5zb5NzG+qTPa6Y8DDweEd+JiGUlPS3pXuASYHng7W2H15z75Nymzn1ybpNzmzr3yblNnfvk3KbOfXJuk3Mb643eHkzpTit7H2WD/1ZE7Nc9/gBwO7BOw+E15z45t6lzn5zb5Nymzn1yblPnPjm3qXOfnNvk3Mb6pHeX+UTE0sArgTUkfbt7bDdgL8qpZ5cCbwO2kXRXs4E24j45t6lzn5zb5Nymzn1yblPnPjm3qXOfnNvk3Mb6qI8HUy4Efg9sCzwI7NH9F2ArYBngVkkzmwywMffJuU2d++TcJuc2de6Tc5s698m5TZ375Nwm5zbWR706mBIROwOHSNqy+/kY4A5JZ7Ud2cTgPjm3qXOfnNvk3KbOfXJuU+c+Obepc5+c2+Tcxvqqb2umbA6cChARAVwBHBgR07rH9o2I6Q3H15r75Nymzn1ybpNzmzr3yblNnfvk3KbOfXJuk3Mb66VenJnSbdRBWfAogJnq/o9HxJWURZI2BT4iadNmA23EfXJuU+c+ObfJuU2d++Tcps59cm5T5z45t8m5jfVdLw6mjIiIxSU91f19UUnPRMQBwHRgF8rpadc3HWRD7pNzmzr3yblNzm3q3CfnNnXuk3ObOvfJuU3ObayvprYewF9CRHyScl/zVSPiIcoG/WT39C+Aq4Cz+rqRu0/ObercJ+c2Obepc5+c29S5T85t6twn5zY5t7HekzSp/wCvAW4D3gBsBJwL/A44aOB3jgZe0nqs7jOx/riN+7iN27jPxPnjNu7jNu7jNhPnj9v4j/9o8l/mExH7A5tJ2mfgsY2BGcB1kg6NiCUlzWo2yIbcJ+c2de6Tc5uc29S5T85t6twn5zZ17pNzm5zbmPXjbj4XUtZH2nzkAUk3AvsCy0fES3u+kbtPzm3q3CfnNjm3qXOfnNvUuU/ObercJ+c2Obex3pv0B1MkPUy5Xu+CiDgpIqZ0j99DOSVt3Xaja899cm5T5z45t8m5TZ375Nymzn1yblPnPjm3ybmN2SS+m09ErAmsBfy3pHsiYmXK/c83AL4DrAG8SNJO7UbZjvvk3KbOfXJuk3ObOvfJuU2d++Tcps59cm6TcxuzeSblwZSIWAk4D5gLPAmcJ+mc7rmNKQsm3Um5F/pvWo2zFffJuU2d++TcJuc2de6Tc5s698m5TZ375Nwm5zZm85usB1POpmzEn4+InYAvAW+VdGvbkU0M7pNzmzr3yblNzm3q3CfnNnXuk3ObOvfJuU3ObczmN+nWTImIlwKrA/8GIOlS4D+BXbvn14yI7SMi2o2yHffJuU2d++TcJuc2de6Tc5s698m5TZ375Nwm5zZmzzfpDqZIehA4AHhs4OGzKdfxQTmCurom4yk54+A+Obepc5+c2+Tcps59cm5T5z45t6lzn5zb5NzG7Pkm62U+MbIhR8Q0YHHgNODXwCaStm85vtbcJ+c2de6Tc5uc29S5T85t6twn5zZ17pNzm5zbmM1vausB/DkMHhGVNBuYHREPAZ8Etm42sAnCfXJuU+c+ObfJuU2d++Tcps59cm5T5z45t8m5jdn8JuXBlMRpwFOSrmo9kAnKfXJuU+c+ObfJuU2d++Tcps59cm5T5z45t8m5jfXWpLzMJxMRi0ia23ocE5X75Nymzn1ybpNzmzr3yblNnfvk3KbOfXJuk3Mb66teHUwxMzMzMzMzM/v/mnR38zEzMzMzMzMz+3PywRQzMzMzMzMzswXggylmZmZmZmZmZgvAB1PMzMzMzMzMzBaAD6aYmZmZmZmZmS2A/wNXhfLeySe8HQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABEwAAAICCAYAAADVg1icAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAACFjElEQVR4nOzdeZhkVX3/8fdnBoZhGJYguAACgiAgAsqAiIioaNSooD8M7kFjCK5R45q4oMYo0SzuhBjFBZWIG67gArKJMCC74MIiCAjDPgzbTH9/f9RtKdo+NT1Dz1T3zPv1PPV01f2ee+6531q6+vQ556aqkCRJkiRJ0r1mDLsBkiRJkiRJU40dJpIkSZIkSWPYYSJJkiRJkjSGHSaSJEmSJElj2GEiSZIkSZI0hh0mkiRJkiRJY9hhIkma1pJcnmTf+1nHE5JcMllt0vJJcniSdw27HVr5klyYZJ9ht0OSpH52mEiSlkuSFyWZn2RhkmuS/CDJXsNu1/KoqpOr6hGjj+9PJ0ySLZNUl5eFXV1vn7zWTk9dHu5IcluSm5OcluSQJH/6LlJVh1TV+4fZTrX1vbbPHrN9oyR3J7l8gvUcmeRf+rdV1SOr6sQuvmOS45IsSFKNOl6Q5FdJbk/yuyRPGKfMe7r23q8OVUnS6ssOE0nSMkvyJuC/gH8FHgRsDnwK2G+IzZpqNqiqucABwLuSPHXYDZoCnl1V6wJbAB8C3gb874o+aJI1VvQxVrYhn9M6SXbse/wi4LJJrP8e4P+Avx0v2L2XDgNeDqwL7A1cOqbM1vTee9dMYrskSasZO0wkScskyfrA+4DXVNU3qur2qrqnqr5TVW/pyqyV5L+SXN3d/ivJWl1snyRXJXlrkuu60Sn7J3lmkl8nuTHJP/Ud79AkxyQ5uhudcHaSnRttm5Hk7d1/nG9I8n9JNuxin05yTF/Zw5L8JD37JLmq2/5Feh1A3+lGiLw1yfeSvG7Msc5Lsv/S8lVV84ELgV369n1F99/xm7r/pG/RbU+S/+zyckt3jB1H857kC0muT3JFkneOjs5IclCSU5J8pKvzsiTP6Dvey7vj3Zbk0iR/3xcbfT7+se/5eHlffO0k/94d85buOGt3sT26kSI3Jzk3E5xSUVW3VNWxwIHA3/Sd459GHiT5iyTf7c73pu7+Zn3teliSk7pz+nGSTyb5UhcbHQnxt0l+D/y02/61JNd253FSkkf21Xdkkk+lN1JqYZJTkzy4e+3elOTiJI+eyPmNPh9jtlWSh3f3n5nkoq7tf0jy5r5yz0pyTu4dhbNTX+zyJG9Lch5we4bXafJF4G/6Hr8M+EJ/gSTbJzmxO48Lkzyn234w8GLgrV2ev9Nt/9Oorqq6pKr+l977ZjzvBd5XVadX1UhV/aGq/jCmzCfodcjdfT/PVZK0GrPDRJK0rB4HzAa+OaDMPwN70Osk2BnYHXhnX/zBXR2bAu8G/gd4CbAr8ATg3Um26iu/H/A1YEPgy8C3kqw5znFfD+wPPBHYBLgJ+GQX+0dgp+6P2SfQ++/131TVfYb8V9VLgd/TGw0xt6r+Dfh81z4A0uuw2RT4/oAcjJbdA9gR+G33eH/gn4DnARsDJwNf6Yo/jd5/y7cFNqDXoXBDF/s4sD6wVXd+L6P3H/ZRjwUuATYC/g343yTpYtcBzwLW6/b5zySP6dv3wV3dm3Z5+WSSv+hiH6H3vOxJL/9vBUaSbAp8D/iXbvubga8n2XhpORlVVWcAV9F7zseaAXyO3miUzYE76P0RPOrLwBnAA4BDgZeOU8cTge2Bv+we/wDYBnggcDZw1Jjyf03vdboRcBfw867cRsAxwH9M9NyW4n+Bv+9G2+zIvR06jwE+C/w9vfP6b+DYdJ2NnRcCf0VvBNPisRV3nWw3N26fWtZyDV8CXpBkZpLt6Y3y+EVf3WsC3wGOp5fr1wFHJXlEVR1BL+//1r2/nr0siUsyE5gHbJzkt11n3ydGO/G6Ms8H7q6qpb4/JUkaxA4TSdKyegCwYLw/1vq8mN5/gK+rquvp/Ue4/w/ae4APVNU9wFfp/UH60aq6raoupPef5Z36yp9VVcd05f+DXmfLHuMc9++Bf66qq6rqLnp/SB+QZI2qWkSv0+M/6P3B97qqumqC5/xtYJsk23SPXwocXVWD/nu9IMkd9P7o/hTwrb42frCqftXl8F+BXdIbZXIPvT8+twPSlbmm+yPxQOAdXY4uB/6d++b0iqr6n6paQq+D5yH0pktRVd+rqt9Vz8/o/SHb30lxD73n657uj8yFwCPSG8HyCuAfuv/iL6mq07rcvgT4flV9v/sv/4+A+cAzJ5jTUVfT63C5j6q6oaq+XlWLquo24AP0OkBIsjmwG/Duqrq7qk4Bjh2n7kO7EVB3dHV+tsvf6Gtj5/RGTI36ZlWdVVV30usQvLOqvtDl9GhgQiNMJuAeYIck61XVTVU1uibI3wH/XVW/6HL9eXodN/2v9Y9V1ZWj5zRWVe1UVRs0bq9e1nINV9HrnNuX3kiTL4yJ7wHMBT7UPT8/Bb5Lr7Pn/noQsCa96TZPoNcp+2i6Dtkkc+m9p94wCceSJK3m7DCRJC2rG4CNljIdYBPgir7HV3Tb/lRH90co9EYOAPyxL34HvT+4Rl05eqeqRuj9wdZf36gtgG+O/qcc+BWwhHs7Ds6gt9ZB6K2RMCHdH9j/B7yk60R4Ib1pCYNs1J3Dm4F96P2RN9rGj/a18cauPZt2f1h+gt6omD8mOSLJel1ds/jznG7a9/javvYu6u7OBUjyjCSnpzfd6WZ6nRob9e17w5gOsEXdvhvR65z63TjntwXw/P6RCcBe9DpqlsWm9HJwH0nmJPnv9KYC3QqcBGzQdR5tAtzYd57Q9xoZb1s3GuJD6U3XuhW4vAv152Hsa3DQa/L++H/0noMrkvwsyeO67VsA/zgmpw/lvq/18c5zGL4AHETvvfClMbFNgCu79+qosa/X5TX6efHxqrqmqhbQ6wQd7ah7L/DFqprMNVUkSaspO0wkScvq58Cd9Ka+tFxN74+/UZt325bXQ0fvdB0WmzXquxJ4xpj/ls8eXd8gyWuAtbp93zrgeONdmePz9EbOPAVYVFU/X1qju1EC/04vX6P/tb+S3nSM/jauXVWndft8rKp2BR5Jb2rOW4AF9EYljM3p2HUb/kw3nePr9KbWPKiqNqA3lSiD9uss6Nq+9TixK+n9Ydp/HutU1YcmUO9o23aj90f0KeOE/xF4BPDYqlqP3lQlunZfA2yYZE5f+Yfy5/qfxxfRm9q1L73pR1v21TfZbgf+1LYkD75Po6rOrKr96E1X+Rb3dt5dSW/kVX9O51TVV/p3H3Tgbr2QhY3b4ctaboCv05sadGlVXTEmdjXw0PRdAYn7vl4HnsMgVXUTvQ7TVh1PAV6f3lo119J7Xfxfkrct7zElSasvO0wkScukqm6ht+7IJ9NbrHVOkjW7UQz/1hX7CvDOJBsn2agrP/a/0Mti1yTP60a1vIHeNIXTxyl3OPCB3LuI6sZJ9uvub0tvvY2X0JvK8tYkuzSO90d6a4X8SddBMkJvKszSRpeM9aHueLO7Nr4j3YKj6S3m+vzu/m5JHtutAXE7vc6KJd1onP/rzm3d7vzexMRyOoteJ9H1wOL0FoN92kQa3Y0Q+CzwH0k26UZpPK7rhPkS8Owkf9ltn53eArKbDa4VkqyX5Fn0pmN9qarOH6fYuvRGE9yc3sK97+lr1xX0pv8cmmRWN0JjaWthrEvvdXMDvc6Mf11aO5dyDkcmObIRPhd4ZJJduuf80L79ZiV5cZL1uylmt9IbBQW9tXwO6V4DSbJOkr9Ksu5E21W9y/PObdwOWdZyA45zO/Bk4JXjhH9B7/X71u6zYR96z89Xu/ifvb/6dec+m95rl+611b+Oy+eA1yV5YHpr7byB3pQf6HWY7Ehvqs4u9Dpv/p571zKSJGnC7DCRJC2zqvoPen+wv5PeH+JXAq/l3nU6/oXeH7TnAefTWzjzX+7HIb9Nbw2Pm+h1djyv+2NzrI/SW8vi+CS30etUeWzX0fIl4LCqOreqfkNv4dUvjvlDbNQH6XX43Jy+K5jQm4bwKJa98+d7Xdv/rqq+Se+SqF/tpoZcAIxe0WY9en8030RvCsMN9EaGQG/hzNvpTSk6hd6ip59d2oG79T9eT6/D5SZ6Iy3GW++j5c30nsMz6U2dOQyYUVVX0hux8U/c+xp4C4O/W3yne16upLcw8H9w34Vr+/0XsDa9US6nAz8cE38xvQWIb6D32jqaXodIyxfo5fQPwEWM3+G2LB4KnDpeoKp+Te9KUj8GfsOfj6B5KXB59/wfQregcPWuqPR39KZl3URvoeCD7mc7V5iqml9VfzZdq3pr+zyH3ut6Ab01fF5WVRd3Rf6X3houNyf51jhVb0Gvs2z0Kjl30FszZdT76b0ef01v2t0v6a1xM7r2zbWjN3qdUTdV1cL7dbKSpNVSqpZ7VKQkSStckkOBh1fVS5ZWdiW05WXAwVW117DbovtKcjRwcVW9Z6mF7/+xZtEbRbJTo+NOkiStAhxhIknSBHTrZbwaOGLYbdGfpi9tnWRGkqfTG+3yrZVx7O7KL9vbWSJJ0qrNDhNJkpYiyV/Sm3byR3pTYTR8DwZOpHcJ5I8Br6qqXw61RZIkaZXilBxJkiRJkqQxHGEiSZIkSZI0xhrDboDa5mSj2oAth90MaUoamdmO3b328tV511Z3Doyvv2b7AhwLF89qxjacuah9zKzZjN16ZftKojMXN0PcNWfwyMHZt6cZm7GkHbtj7ki70r9oN+iuu9p98xlpH2/mkmYIgA2vbr8I7livnYO7Z7djM+9pt2fReu0GrXVH+xxn3zb4fxP3bNF+3Y1Uuz2z/tB+zd35kPbSGjNvbP/qv2PdAc/xUgakpt1U1hyQn/WvW77/3cwcsHpI3Y9/B90ze/n2u3PugNfchu33Rxa2X8czBrwHZjxg8PIpGfCELb6p/dpZY8B7YJ2b2rE17h7YnCllwNvqfr12BsmAt1Yc7C2t1q7hrAVVtfGw27EiPD2pBZNU11lwXFU9fZKqmzA7TKawDdiSg5k/7GZIQzMys/0tctH67f2u2nH5vn3+7su/GRh/5ia/bcZOuWnzZuwl657TjP16jQc2Yz950z7N2HoL2t/qL9158F8u25453lV0e+bc0v5L4qK92h1GSw64rhn77e/mNmOzb2//sTj3lgG9YsCB72t3KF3wlPYfqFc9ov2H5gbXtY85/8ntq5JudlH7r+wdTxr8F/iVh//ZVVn/ZNFd7V/TW/xz+zV3ybv/0Iyt+5X2a+5Xe7fPcfGAP6QB1lyr/Rfhpues04w9/dNzBtbbssE17diA/suBna0AV2+/fJ8fv96j/bq68gXtr4trndr+MJszoLNtrZdcPbA9a8xsPx83HLNJM7bRH9qduHsc007sRlcMfn1MJYM6TZe3w31pZt0xKDZ9cidp8r2XXDHsNqwoC2DS/poNbDRJVS0TO0wkSZIkSdLkmzlJQ/eWDBiqtwK5hokkSZIkSdIYjjCRJEmSJEmTK8DMSZp2uJS17VYUO0wkSZIkSdIky+RNyRlSj4lTciRJkiRJksZwhIkkSZIkSZpcAdaY3lcCs8NEkiRJkiRNrjCJU3KGY3q3vpNk4Uo81gZJXt33eJMkx6ys40uSJEmSpBVvlegwmWxJBo282QD4U4dJVV1dVQes8EZJkiRJkjSdzMzk3IZk2nWYJPlWkrOSXJjk4L7t/57k7CQ/SbJxt+31SS5Kcl6Sr3bbNuzqOC/J6Ul26rYfmuSIJMcDX0hyUJJvJ/lhkkuSvKc71IeArZOck+TDSbZMckFXx+wkn0tyfpJfJnlSt/2gJN/o6vpNkn9biSmTJEmSJGnlSneVnMm4Dcl0XMPkFVV1Y5K1gTOTfB1YBzi7qv4xybuB9wCvBd4OPKyq7kqyQbf/e4FfVtX+SZ4MfAHYpYvtCuxVVXckOQjYHdgRWNQd63tdnTtW1S4ASbbsa9trAKrqUUm2A45Psm0X2wV4NHAXcEmSj1fVlWNPrusEOhhgfTZf/ixJkiRJkqTlNu1GmACvT3IucDrwUGAbYAQ4uot/Cdiru38ecFSSlwCLu217AV8EqKqfAg9Isn4XO7aq7ug71o+q6oZu2zf66m3pr/ti4ApgtMPkJ1V1S1XdCVwEbDFeBVV1RFXNq6p5c9h4KYeTJEmSJGkKGl30dRqPMJlWHSZJ9gH2BR5XVTsDvwRmj1O0up9/BXyS3siRs7q1ScabADVa/vbG9tbjP2vigNhdffeXMD1H90iSJEmSNDGuYbJSrQ/cVFWLuikve3TbZwCjC6++CDglyQzgoVV1AvBWeou1zgVOAl4Mf+qAWVBVtzaO99RuzZO1gf2BU4HbgHUb5fvr3hbYHLhkeU5UkiRJkiQNz3Qb5fBD4JAk59HriDi923478MgkZwG3AAcCM4EvddNtAvxnVd2c5FDgc10di4C/GXC8U+hNsXk48OWqmg+Q5NRuodcf0BvBMupTwOFJzqc3Beigbv2USTh1SZIkSZKmidFFX6exadVhUlV3Ac8YJzS3+/muMdv/bM2RqroR2G+c7YeOU+91VfXaccq+aMymHbvtdwIHjVP+SODIvsfPGudYkiRJkiStOoY4nWYyTO/uHkmSJEmSpBVgWo0wWZnGjgqRJEmSJEkTFGCN6T1Gww4TSZIkSZI0uTLcK9xMhund3SNJkiRJkrQCOMJEkiRJkiRNPq+SI0mSJEmS1CdM+w6TVNWw26CGTTKvDmb+sJshTUmLZ7U/u0ZmrsSGdNa4ux27e+12bOED2rGbH9I+xxlL2vvNvm3wXNFZd7Rjc29oxwbldVBs0QYDYuu3z3H2wsHnMXthO7bGXcu336DnalDOF88aUOecdgzgh69uPyFbHPLbZmzeBtc0Y+fd9qBm7Ip/f0QzttnFa7aP963Bb6xB+ZmxZHrPX16RRmaumO9h5rzt7rXbOR/0GXB/DPrcnXWHz5W0OnsvOauq5g27HSvCvDlr1vxtN5qUunLutUPJkyNMJEmSJEnS5FoFFn21w0SSJEmSJE2+aT4lZ3q3XpIkSZIkaQVwhIkkSZIkSZpcwSk5kiRJkiRJ9xWn5EiSJEmSJK1qHGEiSZIkSZIml1NyJEmSJEmSxghOyZkukuyS5Jl9j5+T5O3LWdf+SXboe/y+JPtORjslSZIkSdLwrU4jTHYB5gHfB6iqY4Fjl7Ou/YHvAhd1db37/jdPkiRJkqRVyDSfkjNlR5gk+VaSs5JcmOTgbtvCJId123+cZPckJya5NMlzujKzk3wuyflJfpnkSUlmAe8DDkxyTpIDkxyU5BNJ1k9yeZIZ3f5zklyZZM0kf5fkzCTnJvl6F9sTeA7w4a6urZMcmeSAbv+ndMc9P8lnk6zVbb88yXuTnN3FthtGXiVJkiRJWuHSXSVnMm5DMmU7TIBXVNWu9EaFvD7JA4B1gBO77bcB/wI8FXguvQ4RgNcAVNWjgBcCn6d3nu8Gjq6qXarq6NGDVNUtwLnAE7tNzwaOq6p7gG9U1W5VtTPwK+Bvq+o0eiNT3tLV9bvRupLMBo4EDuyOvwbwqr5zWlBVjwE+Dbx5vJNOcnCS+UnmL+L6Zc+aJEmSJEm636Zyh8nrk5wLnA48FNgGuBv4YRc/H/hZ17FxPrBlt30v4IsAVXUxcAWw7VKOdTRwYHf/Bd1jgB2TnJzkfODFwCOXUs8jgMuq6tfd488De/fFv9H9PKuvvfdRVUdU1byqmjeHjZdyOEmSJEmSpqhpPsJkSq5hkmQfYF/gcVW1KMmJwGzgnqqqrtgIcBdAVY0kGT2X5ZkkdSzwwSQbArsCP+22HwnsX1XnJjkI2GdpTV9K/K7u5xKmaO4lSZIkSbrfVoHLCk/VESbrAzd1nSXbAXssw74n0RsNQpJtgc2BS+hN4Vl3vB2qaiFwBvBR4LtVtaQLrQtck2TN0To7rbouBrZM8vDu8UuBny1D2yVJkiRJ0hQwVTtMfgiskeQ84P30puVM1KeAmd00mqOBg6rqLuAEYIfRRV/H2e9o4CXcOx0H4F3AL4Af0esMGfVV4C3d4q5bj26sqjuBlwNf644/Ahy+DG2XJEmSJGn6WwUWfZ2S00K6Do5njBOa21fm0DH7zO1+3gkcNE6dNwK7jdl8ZF/8GMZMqamqT9NboHVsXacCO/RtOqgv9hPg0ePss2Xf/fksfXqPJEmSJEnT1zSfkjMlO0wkSZIkSdI0FoY6OmQyTO/WS5IkSZIkrQCOMJEkSZIkSZMrcUqOJEmSJEnSn3FKjiRJkiRJ0qrFESaSJEmSJGlyBafkSNKKcuNm1Yz9fqeRZmzOLcv3wbzhVYP32+CadmxkZjv22f+4rRm7a/vbm7FP7H5cM/bSo3/QjP1x+03bjQH2XOf1zViO3bgZ2+XHs5uxGUvax7t14/bzuNHv2wMdL9r1nnalwPVvu6oZu+Lsv2jG/v6As5ux/zzqiGbsXS/5m2bsV7c/uBmb/9t2TgEOfNpmzdjNX92xGbvh7kc1Y9vc0j7e9ne1Y3fPacd+u0f7eQS4eM+7m7FHHnpOM/b172w7sN6Wh5+/djO25XlrNmNr3D34fT7otTzIAy9tv5bPeXo7N1dt236dZ++bmrEdNm/HAC76ffs9sOs7NmnGNrm4fR4btt9yS83rVLLwAe3Ygi0Gv86X10ZXtPMzKK+SNL3FKTmSJEmSJEmrGkeYSJIkSZKkyeWUHEmSJEmSpDGCU3IkSZIkSZJWNY4wkSRJkiRJk2z6L/pqh4kkSZIkSZpcAWZM7zVMpnd3jyRJkiRJ0grgCBNJkiRJkjT5nJIzPSTZH/h1VV007LZIkiRJkrRKWwUuKzy9u3uWzf7ADsNuhCRJkiRJmvqmdYdJkm8lOSvJhUkO7rYt7IsfkOTIJHsCzwE+nOScJFsn2SXJ6UnOS/LNJH/R7XNiksOSnJHk10me0G2fneRzSc5P8sskT+q2H9S14ztJLkvy2iRv6sqcnmTD7nhn97VrmyRnrcxcSZIkSZK08nRXyZmM25BM6w4T4BVVtSswD3h9kgeMV6iqTgOOBd5SVbtU1e+ALwBvq6qdgPOB9/TtskZV7Q68oW/7a7q6HgW8EPh8ktldbEfgRcDuwAeARVX1aODnwMu6492SZJeu/MuBI8dra5KDk8xPMn8R1y9TMiRJkiRJmhJGp+RMxm1IpnuHyeuTnAucDjwU2GYiOyVZH9igqn7Wbfo8sHdfkW90P88Ctuzu7wV8EaCqLgauALbtYidU1W1VdT1wC/Cdbvv5fft/Bnh5kpnAgcCXx2tbVR1RVfOqat4cNp7I6UiSJEmSpEk2bTtMkuwD7As8rqp2Bn4JzAaqr9jsP99zQu7qfi7h3oVxB3Vr3dV3f6Tv8Ujf/l8HngE8Czirqm5YzrZJkiRJkjT1zZgxObcJSPL0JJck+W2Stw8ot1uSJUkOWGrzl+FUp5r1gZuqalGS7YA9uu1/TLJ9khnAc/vK3wasC1BVtwA3ja5PArwU+BmDnQS8GCDJtsDmwCUTbWxV3QkcB3wa+NxE95MkSZIkadrJJE3HmcCUnG4mxyfpDVLYAXhhkj+76EtX7jB6f5sv1XTuMPkhsEaS84D305uWA/B24LvAT4Fr+sp/FXhLtxjr1sDf0FsE9jxgF+B9Sznep4CZSc4HjgYOqqq7lrLPWEfRGwFz/DLuJ0mSJEmSxrc78NuqurSq7qb39/9+45R7Hb3ZH9dNpNI1ll5kauo6K57RCB8zTvlT+fPLCu8xTrl9+u4voFuDpBshctA45Y+kbwHXqtqyFaO3Dspnq2pJo92SJEmSJE1/YTKvcLNRkvl9j4+oqiP6Hm8KXNn3+CrgsfdpTrIpvVkoTwZ2m8hBp22HyXST5JvA1vSeHEmSJEmSVm2Td4WbBVU1b0B8vAPVmMf/Re9KuUuSibXLDpOVpKqeu/RSkiRJkiRpGV1F78q5ozYDrh5TZh7w1a6zZCPgmUkWV9W3WpXaYSJJkiRJkiZXMuEr3EyCM4FtkjwM+APwAuBF/QWq6mH3Ni1HAt8d1FkCdphIkiRJkqQVYfKm5AxUVYuTvJbe1W9m0ls79MIkh3Txw5enXjtMJEmSJEnStFZV3we+P2bbuB0lVXXQROq0w0TStDTrjnZswebLdyGqax8+OP7Iz57SjN26eK1m7EF/eFAz9oItL2zGPnXtn13I60/++cYDmrGrrhl8xfMd5s9pxp7+idnN2DnPXNyM/eat1zRjV/1h7WZsqy1vb8aWfHfjZgzg4e9+aDO29R3t/2Yc96s9m7HM27kZW/trM5uxjbe/rRm758z1mzGA+fvd04xdt0U75xtd1f4VPmPAW+Dutceuf3avWx8w0ow9+LLBXxmu3uruZmydm9s52Ox37ffOIBv8sf18rHd9e/jv3BsG/6dr8ax2fga5cbN27vb86qxm7Kod23m94Ib2Od51xYMHtmfdAa+dQa+PuTe0Y3e338qs0X76p5w5N7djD1yyYv4TOrv9ESFJq67JvUrOUNhhIkmSJEmSJt+MlTMlZ0WZ3t09kiRJkiRJK4AjTCRJkiRJ0uRKnJIjSZIkSZL0Z5ySI0mSJEmStGpxhIkkSZIkSZpcXiVHkiRJkiRprDglR5IkSZIkaVXjCJMxkuwP/LqqLhp2WyRJkiRJmpZWgSk507v1K8b+wA7DboQkSZIkSdPajEzObVjNH9qRG5K8LMl5Sc5N8sUkWyT5SbftJ0k278odmeTTSU5IcmmSJyb5bJJfJTmyr76FSf49ydnd/ht327dO8sMkZyU5Ocl2SfYEngN8OMk5XZk/K9d3/I8lOa07/gF9x3xrkvO7c/hQ63grMa2SJEmSJGkZTKkpOUkeCfwz8PiqWpBkQ+DzwBeq6vNJXgF8jN4oEIC/AJ5Mr5PjO8DjgVcCZybZparOAdYBzq6qf0zybuA9wGuBI4BDquo3SR4LfKqqnpzkWOC7VXVM16afjC3XHRPgIcBewHbAscAxSZ7Rte+xVbWoOwfGO15fPZIkSZIkrTqSaT8lZ0p1mNDrQDimqhYAVNWNSR4HPK+LfxH4t77y36mqSnI+8MeqOh8gyYXAlsA5wAhwdFf+S8A3kswF9gS+lvxpeM9aYxszgXLfqqoR4KIkD+q27Qt8rqoW9Z3DhI7XHfNg4GCA9dl8vCKSJEmSJE190/wqOVOtwyRALaVMf/yu7udI3/3Rx61zK3pTkW6uql2Wcqylles/Zvp+jj2HiR6PqjqC3mgUNsm8peVCkiRJkiStAFNtfMxPgL9O8gCAbjrLacALuviLgVOWsc4ZwOj6Ii8CTqmqW4HLkjy/O06S7NyVuQ1YF2Ap5VqOB16RZM7oOSxnPZIkSZIkTU+jV8mZjNuQTKkOk6q6EPgA8LMk5wL/AbweeHmS84CXAv+wjNXeDjwyyVn0pvy8r9v+YuBvu+NcCOzXbf8q8JYkv0yy9YByrXP4Ib31TOYnOQd481KOJ0mSJEnSKmaSrpAzxGk9U21KDlX1eXoLvfb7s8VRq+qgvvuXAzuOF+sevwt415htlwFPH6feU/nzywqPV27sMeb23f8Q8KGJHE+SJEmSJE09U67DRJIkSZIkTXMBZkypSS3LbJXvMOkf+SFJkiRJklaSmdP7KjnTu7tHkiRJkiRpBVjlR5hIkiRJkqSVLHFKjiRJkiRJ0p8Z4hVuJsP07u6RJEmSJElaARxhImnKmntDO7bVze3+3hs3W76+4EvnLR4Y/9TxOzZj6187qxm7a8s7m7F3XrRnM7be+vc0Y1vud20z9vwtLm/GAB78rNuasXc8Zu9mbOY6S5qxZ251fTN2510PbsYWLmr/Glr/zsH/kXj4L9r7XrfVSDO25t/8oRl73xa/asbe9enPtBuz07Ht2P/+v3YMePS7PtiM/eHydZuxfV75oGbsxs3a57/G3e283rrx8u0HsO1Zs5ux9Y7bphl73AkzB9bbMnthO3bngOXez/vLwe/zyx/Vft8NMqP99mD+M6sZ2/GktZqxX827vRlb55UDPiCBa3/Uft/tcEr782pxO8TcGwcecpUwsnwvR0nSeMK0X/TVDhNJkiRJkjT5XMNEkiRJkiSpT8KIa5hIkiRJkiStWhxhIkmSJEmSJlUBI07JkSRJkiRJui+n5EiSJEmSJK1iHGEiSZIkSZImVSUsmTm9x2jYYSJJkiRJkiadU3KGLMmhSd68DOUXdj83SXLMch7zoCSb9D3+TJIdlqcuSZIkSZI09ay2I0yq6mrggOXc/SDgAuDqrq5XTlKzJEmSJEma/gI1za+SMy1bn+Sfk1yS5MfAI7ptWyf5YZKzkpycZLtu+8OS/DzJmUne31fHlkku6O7PTPKRJOcnOS/J67rt7+72uyDJEek5AJgHHJXknCRrJzkxybxunxd29VyQ5LC+4y1M8oEk5yY5PcmDVlrCJEmSJElaiXqXFc6k3IZl2nWYJNkVeAHwaOB5wG5d6AjgdVW1K/Bm4FPd9o8Cn66q3YBrG9UeDDwMeHRV7QQc1W3/RFXtVlU7AmsDz6qqY4D5wIurapequqOvbZsAhwFPBnYBdkuyfxdeBzi9qnYGTgL+rnF+ByeZn2T+Iq6faFokSZIkSdIkmnYdJsATgG9W1aKquhU4FpgN7Al8Lck5wH8DD+nKPx74Snf/i4069wUOr6rFAFV1Y7f9SUl+keR8ep0gj1xK23YDTqyq67u6jgL27mJ3A9/t7p8FbDleBVV1RFXNq6p5c9h4KYeTJEmSJGkKyuSMLhnmCJPpuoZJjXk8A7i5qnaZYPmxMrZMktn0RqnMq6orkxxKr2NmafW03FNVo8dYwvTNvSRJkiRJA/Wm5EzHMRr3mo6tPwl4brd2yLrAs4FFwGVJng/QrTWyc1f+VHpTeABe3KjzeOCQJGt0+2/IvZ0jC5LM5b4LxN4GrDtOPb8AnphkoyQzgRcCP1uek5QkSZIkScMz7TpMqups4GjgHODrwMld6MXA3yY5F7gQ2K/b/g/Aa5KcCazfqPYzwO+B87r9X1RVNwP/A5wPfAs4s6/8kcDho4u+9rXtGuAdwAnAucDZVfXt+3G6kiRJkiRNS07JGYKq+gDwgXFCTx+n7GXA4/o2fajbfjmwY3d/MfCm7ta/7zuBd45T59fpddaM2qcv9mXgy+PsM7fv/jHAMeO0X5IkSZKkaa8SlmTajdG4j+ndekmSJEmSpBVgWo4wkSRJkiRJU9swp9NMBjtMJEmSJEnSpJvuHSZOyZEkSZIkSRrDESaSJEmSJGlSVaBmTO8xGnaYSJIkSZKkSTbcSwJPBjtMJE1ZC7Zox+5eu5qxH79i0XIdb+7Ng3vAn/B/GzRju3+j/XF695z1mrHLHz3SjH3vH25sxn596brN2PXff2wzBvDQ/f/QjNVa7fY8/GG3NWM/PmvTZmzXIx/QjJ110A3N2MK9b23GAC573W+asXN+1z7mNh/YvBn7ymbt87jyq89qxhb8ZTtvV52/uBkDWHJpe99t//7KZuzIf53VjK29yV3N2IMfeEcz9rC3t3Oz3vWDv/BseFX7PTDnlva+v92jff7La2Rm+/Nhp+MGf/XZ8cfL99VowZbtY9784PY5bnBt+3Nn883bn2U7PnDBwPbM37j9Hvjlx9qvq7O/t3Ez9tfvndOMzV44sDnTxowlw26BJGkqscNEkiRJkiRNrsCIU3IkSZIkSZLuVcBIpveUnOnd3SNJkiRJkrQCOMJEkiRJkiRNOhd9lSRJkiRJ6lPJtF/DZHq3XpIkSZIkaQVwhIkkSZIkSZp0S6b5oq92mEiSJEmSpElVTP/LCk/v1kuSJEmSJK0AU7LDJMkuSZ7Z9/g5Sd6+Ao6zcBnKHpnkgGWs/5AkL1v2lkmSJEmSNJ2FyuTchmWqTsnZBZgHfB+gqo4Fjh1mg1qSzKyqJePFqurwld0eSZIkSZKGLtP/ssKTMsIkyUuSnJHknCT/nWRmkoVJDktyVpIfJ9k9yYlJLk3ynG6/2Uk+l+T8JL9M8qQks4D3AQd29R2Y5KAkn+j22SLJT5Kc1/3cvNt+ZJKPJTmtO8YB3fa5Xbmzu+PsN8FzSpJPJLkoyfeAB/bFLk/y7iSnAM9P8ndJzkxybpKvJ5nTlTs0yZu7+yd2+Tgjya+TPKFx3IOTzE8yfxHXL+9TIkmSJEmS7of73WGSZHvgQODxVbULsAR4MbAOcGJV7QrcBvwL8FTgufQ6RABeA1BVjwJeCHy+a9O7gaOrapeqOnrMIT8BfKGqdgKOAj7WF3sIsBfwLOBD3bY7gedW1WOAJwH/nkxoTM9zgUcAjwL+DthzTPzOqtqrqr4KfKOqdquqnYFfAX/bqHONqtodeAPwnvEKVNURVTWvqubNYeMJNFOSJEmSpKmlgJHMmJTbsEzGlJynALsCZ3b9EGsD1wF3Az/sypwP3FVV9yQ5H9iy274X8HGAqro4yRXAtks53uOA53X3vwj8W1/sW1U1AlyU5EHdtgD/mmRvYATYFHgQcO1SjrM38JVuus3VSX46Jt7fkbNjkn8BNgDmAsc16vxG9/Ms7s2BJEmSJEmrnOk+JWcyOkwCfL6q3nGfjcmbq6q6hyPAXQBVNZJkjb5976/qu3/XmHZBb7TLxsCuXYfN5cDs5ah7rNv77h8J7F9V5yY5CNinsc9o+5YwddePkSRJkiRptTcZY1t+AhyQ5IEASTZMssUE9z2JXocGSbYFNgcuoTeFZ93GPqcBL+juvxg4ZSnHWB+4russeRKwLG17Qbcey0PoTedpWRe4JsmaXZskSZIkSVp9JYxM0m1Y7vcoh6q6KMk7geOTzADuoVubZAI+BRzeTdNZDBxUVXclOQF4e5JzgA+O2ef1wGeTvAW4Hnj5Uo5xFPCdJPOBc4CLJ9i2bwJPpjed6NfAzwaUfRfwC+CKrnyrs0eSJEmSpFVeAUtmDG/9kckwKdNCuoVZxy7OOrcvfuiY8nO7n3cCB41T343AbmM2H9nFLqfXkTF2n4PGPB49xgJ6656M1+65423vYgW8thHbcszjTwOfHqfcoX339+m7vwDXMJEkSZIkacpyHQ1JkiRJkjTphjmdZjKs9h0mSR5F72o7/e6qqscOoz2SJEmSJE13vcsK22EyrVXV+cAuw26HJEmSJEmaOqb3CiySJEmSJGnqSagZMyblNrHD5elJLkny2yRvHye+X5LzkpyTZH6SvZZW52o/wkSSJEmSJE2+lTUlJ8lM4JPAU4GrgDOTHFtVF/UV+wlwbFVVkp2A/wO2G1SvHSaSpqxZd7RjNz+kmrE/POzO5Tre8XseNTD+2/Ue1Iwd9qhnNWO3P/6WZqwuaF+FfOatM5uxg557UTM2/xEPbsYAnvaQS5ux67/80GZsi8/8RTO28Xrt52OHn7V/1Wzwx42bsbk3Dv4FOzLzgc3YY9dvt+cHb7yhGdtn3rXN2BGz3txuzDbt18b3nrZHez/gtVe2Xzszv7xpM7bv6Ws1Yxtc2/5PzOzb2nm94Ml3N2Oz7hj8fCye1c75nFva++744+Ub7LrG3e06F2zRbsugGCz9PFse+Lv2fje2n0a++J4bm7Gt1hhpxn5/23oD2/O477fj252yYTM26H036DN5Opm9cNA5Dn59LK8ZS6b3HH5JmgZ2B35bVZcCJPkqsB/wpy/NVbWwr/w69JZZGcgOE0mSJEmSNKkmedHXjZLM73t8RFUd0fd4U+DKvsdXAX92IZckzwU+CDwQ+KulHdQOE0mSJEmSNOkmscNkQVXNGxAf70B/NoKkqr4JfDPJ3sD7gX0HHdRFXyVJkiRJ0nR2FdA/t3wz4OpW4ao6Cdg6yUaDKnWEiSRJkiRJmlSVMJKVNkbjTGCbJA8D/gC8AHhRf4EkDwd+1y36+hhgFtBe3A47TCRJkiRJ0gqwsq6SU1WLk7wWOA6YCXy2qi5MckgXPxz4f8DLktwD3AEcWFUDF361w0SSJEmSJE1rVfV94Ptjth3ed/8w4LBlqdMOE0mSJEmSNKkKWDJjel9W3Q4TSZIkSZI0uVbuGiYrxPRu/VIkOSTJy4bdjn5JDkqyybDbIUmSJEnSilTJpNyGZZUeYdI/X2kKOQi4gAGXOJIkSZIkScM17UaYJHlJkjOSnJPkv5PMTLIwyQeSnJvk9CQP6soemuTN3f1duth5Sb6Z5C+SbJ3k7L66t0lyVnf/8iT/muTnSeYneUyS45L8bnSl3a7cW5Kc2dX73m7blkl+leR/klyY5Pgkayc5AJgHHNW1f+2VmTtJkiRJklaGAkbIpNyGZVp1mCTZHjgQeHxV7QIsAV4MrAOcXlU7AycBfzfO7l8A3lZVOwHnA++pqt8BtyTZpSvzcuDIvn2urKrHASd32w8A9gDe17XnacA2wO7ALsCuSfbu9t0G+GRVPRK4Gfh/VXUMMB94cVXtUlV3jHOOB3cdNPMXcf0y5UeSJEmSpKliJJmU27BMtyk5TwF2Bc5ML2lrA9cBdwPf7cqcBTy1f6ck6wMbVNXPuk2fB77W3f8M8PIkb6LXGbN7367Hdj/PB+ZW1W3AbUnuTLIB8LTu9suu3Fx6HSW/By6rqnP62rTlRE6wqo4AjgDYJPMGXhNakiRJkiStGNOtwyTA56vqHffZmLy5qkY7F5awbOf1deA9wE+Bs6rqhr7YXd3Pkb77o4/X6Nrzwar67zHt2XJM+SX0OnckSZIkSVoNeJWcle0nwAFJHgiQZMMkWyxtp6q6BbgpyRO6TS8FftbF7gSOAz4NfG4Z23Mc8Iokc7v2bDratgFuA9ZdxuNIkiRJkjRtFE7JWamq6qIk7wSOTzIDuAd4zdJ2637+DXB4kjnApfTWKxl1FPA84PhlbM/x3boqP++mCC0EXkJvREnLkV077gAeN946JpIkSZIkabimVYcJQFUdDRw9ZvPcvvgxwDHdwwcAV3Tbz6G3YOt49gI+W1V/6uioqi377h9J32KwY2IfBT46Tp079pX5SN/9r9ObBiRJkiRJ0qopsGSIo0Mmw7TrMJmoJO8HHgscupRy3wS2Bp68EpolSZIkSdIqb3RKznS2ynaYVNW7gHdNoNxzV0JzJEmSJEnSNLLKdphIkiRJkqRhCSPT7joz92WHiSRJkiRJmnQ1zafkTO/uHkmSJEmSpBXAESaSJEmSJGlSrQqLvqaqht0GNWySeXUw84fdDGlKunvt9mfXyMzlq/PS3UYGxmfd0f7Av3HT9r6D2rrJJe3GDjqPDa5pt+V/P3tde0fgr/f6XTN2892zm7ETvr1VM7bTyXOasTvnts9/0brtvN307BuaMYC7zlu3Gdv27PZ5LNh0cTM2Y6Sd1w2vaT8h252yZjN2dzs1ANz84HYObn7Q4Ndky+zb2+cx6DU36HW1NBc/oZ3XQe+dNe5evuNtdEV7kOyd7ZcGc24efI6nPf/O5WvPVe28bn5B+/9TW57dbs/Fe7ef/0sffc/A9ixar73vRle127PnV9uv5Vl3tI+3xt3T5wvxgi3an0nXbbV877mleeCl7dfrRldMn9xJmnzvJWdV1bxht2NFeNiuD6v3nP6+Sanr5bNeNpQ8OSVHkiRJkiRpDKfkSJIkSZKkSVWEkUzvMRp2mEiSJEmSpEk3wvSedji9u3skSZIkSZJWAEeYSJIkSZKkSVWZ/lfJscNEkiRJkiRNuiVOyZEkSZIkSVq1OMJEkiRJkiRNqt5Vchxhch9Jtkzyosmut3GsI5McsDKOJUmSJEmSJq7IpNyGZUVMydkSWKYOkyQzV0A7lnbMlTa6ZmUeS5IkSZIk3X8T6jBJ8pIkZyQ5J8l/J5mZZLck5yWZnWSdJBcm2RH4EPCEruwbu7IfTnJmV/7vuzr3SXJCki8D53ePT0xyTJKLkxyV9MbvJHl3t/8FSY4Y3T6gvScm+a8kp3X77N5tP7Tb/3jgC0k2TvL1ru4zkzy+K/fErv3nJPllknWTPCTJSd22C5I8oSu7sO+4ByQ5srt/ZJL/SHICcFiSrZP8MMlZSU5Ost2yPVWSJEmSJE0fI5kxKbdhWerIhyTbAwcCj6+qe5J8CnhxVX0hybHAvwBrA1+qqguSvB14c1U9q9v/YOCWqtotyVrAqV2HBcDuwI5VdVmSfYBHA48ErgZOBR4PnAJ8oqre19X3ReBZwHeW0vR1qmrPJHsDnwV27LbvCuxVVXd0nTX/WVWnJNkcOA7YHngz8JqqOjXJXOBO4GDguKr6QDciZs7ScgdsC+xbVUuS/AQ4pKp+k+SxwKeAJ4+T74O7Y7E+m0/gEJIkSZIkTS0FjEzzq+RMZKrIU+h1MpzZDexYG7iui70POJNeh8LrG/s/Ddipb62R9YFtgLuBM6rqsr6yZ1TVVQBJzqE3vecU4ElJ3kqvk2JD4EKW3mHyFYCqOinJekk26LYfW1V3dPf3BXboG7CyXpJ16XXW/EeSo4BvVNVVSc4EPptkTeBbVXXOUo4P8LWus2QusCfwtb5jrTXeDlV1BHAEwCaZVxM4hiRJkiRJmmQT6TAJ8Pmqesc4sQ2BucCawGzg9sb+r6uq4+6zsTeiZGz5u/ruLwHWSDKb3miMeVV1ZZJDu2MtzdjOhtHH/cecATyurwNl1IeSfA94JnB6kn27jpe9gb8Cvpjkw1X1hTHHGduu0WPNAG6uql0m0G5JkiRJkqa5TPsRJhOZDPQT4IAkDwRIsmGSLbrYEcC7gKOAw7pttwHr9u1/HPCqbmQGSbZNss4ytHG0E2JBN1JjolfFObA73l70pgTdMk6Z44HXjj5Iskv3c+uqOr+qDgPmA9t153xdVf0P8L/AY7rd/phk+yQzgOeO15CquhW4LMnzu/qTZOcJnockSZIkSdPOSNdpcn9vw7LUESZVdVGSdwLHd50C9wCvSfJEYHFVfblb0+O0JE8GTgYWJzkXOBL4KL2pNWd3i7VeD+w/0QZW1c1J/gc4H7ic3hSgibgpyWnAesArGmVeD3wyyXn0cnEScAjwhiRPojfK5SLgB8ALgLckuQdYCLysq+PtwHeBK4EL6I24Gc+LgU93uVwT+Cpw7gTPRZIkSZIkrUQTutxtVR0NHD1m8+nAF7r4EuCxfbGnjCn7T92t34ndbfQYYx+/tu/+O4F3jtOugwY0++tjpxFV1aFjHi+gG4kyZvvrxqnv891tbNljgGOW1rZurZanD2ivJEmSJEmrhAKWDL7A7ZQ3oQ4TSZIkSZKkZTHd1zBZJTtMqmqfYbdBkiRJkiRNX6tkh4kkSZIkSRqeIoxM6DozU5cdJpIkSZIkadLVNJ+SM727eyRJkiRJklYAR5hImrJu3biaseu2bse+++pbl+t4j3327wfGz/zWFs3YK/5xvWZs/n6Lm7Hv/Ncfm7Edtr65Gbt6wZxm7C9+tmEzBnDujx7TjG31yzWbsdted1Mztul/ntOMHXfMts3YI55ybTO2/lL+IXH+r9cZXKDh1g2XNGNbP+vqZuxFDzqvGfvrs09vxkZmDP7fxKWbPqgZe/wZFzVj337SY5uxna64ohn76g57NGOPuaX9HnjzTc9sxgCetuVlzdjld2zQjC15/qMH1tuy3vXtF8jCB4w0Y+c8/Z7B9d6wfP9LOuMvFzZjFzx+ZjNW2y5qxhYtau+3wQaDz+O2S9ufEbsfO7sZG2kfkjXunt7/JRy1aP32748Fm7dfO/fH3BsG5W7VyKskjcdFXyVJkiRJkvoU07/DxCk5kiRJkiRJYzjCRJIkSZIkTbrpPsLEDhNJkiRJkjSpirBkmneYOCVHkiRJkiRpDEeYSJIkSZKkSVfTfISJHSaSJEmSJGnSTfc1TJySI0mSJEmSNMaU7zBJctpKPt6WSV60Mo8pSZIkSdKqpIAllUm5DcuU7zCpqj1X1rGSrAFsCdhhIkmSJEnS/TBCJuU2LFN+DZMkC6tqbpJ9gPcCfwR2Ab4BnA/8A7A2sH9V/S7JkcCdwCOBBwFvqqrvJpkNfBqYByzutp+Q5CDgr4DZwDrAHGD7JOcAnwe+CXyxiwG8tqpO69pzKLAA2BE4C3hJVVWS3YCPdvvcBTwFWAR8CNgHWAv4ZFX992TmSpIkSZIkTY4p32Eyxs7A9sCNwKXAZ6pq9yT/ALwOeENXbkvgicDWwAlJHg68BqCqHpVkO+D4JNt25R8H7FRVN3YdIW+uqmcBJJkDPLWq7kyyDfAVep0uAI+m1zFzNXAq8PgkZwBHAwdW1ZlJ1gPuAP4WuKWqdkuyFnBqkuOr6rJJz5IkSZIkSUNUxKvkrGRnVtU1AEl+BxzfbT8feFJfuf+rqhHgN0kuBbYD9gI+DlBVFye5AhjtMPlRVd3YOOaawCeS7AIs6dsH4Iyquqprzzn0OmpuAa6pqjO7Y93axZ8G7JTkgG7f9YFtgPt0mCQ5GDi4V2DzpWdEkiRJkqQpaGTqrwIy0HTrMLmr7/5I3+MR7nsuNWa/goFdW7cPiL2R3jSgnemt+XJnoz1LujZknOPTbX9dVR034FhU1RHAEQCbZN549UiSJEmSpBVsenf3tD0/yYwkWwNbAZcAJwEvBuim4mzebR/rNmDdvsfr0xsxMgK8FJi5lGNfDGzSrWNCknW7xWSPA16VZM3RNiRZZ0A9kiRJkiRNWyOVSbkNy3QbYTJRlwA/o7fo6yHd+iOfAg5Pcj69RV8Pqqq7kj9L/nnA4iTnAkcCnwK+nuT5wAkMHo1CVd2d5EDg40nWprd+yb7AZ+hN2Tk7vYNeD+w/CecqSZIkSdKUUsAS1zBZsapqbvfzRODEvu379N2/Tww4tareOKaeO4GDxqn/SHodI6OP76F3VZt+O/Xdf0ejPa/tu38msMc4p/NP3U2SJEmSpFVYqCGODpkMq+qUHEmSJEmSpOU25UeYLKuqOmjYbZAkSZIkaXVWwIhTciRJkiRJkvoULHFKjiRJkiRJ0qrFESaSJEmSJGlSOSVHkiRJkiRpHNP9Kjl2mEiashav1Y5dtf2SZmyXE9ZZruPluzsMjO/RPiS/33mkGbtxk8XN2PZHPaAZ2/rMBzVjZ7315mbsQU+4qRkDuGOt9okcv/MGzdiDH3JnM/ajox/RjG3+21nN2GV3btKM7XTS2s0YwCHfb/8KG5nZ3m/uTe3ZqJfe8tBmbM4/zG/GZt3dfo7P2GGbdmOANyz4q2bsjt++qhnb6X9mt9tzR/vLydXbtp//jz/yrmZs7i0Dkgp8cpu/aLfnrnbOn7lw+b5IrdFuKg/+Tft4m1zcfj3C4NfOIE/+TLve67Zq77d41rrN2JffdXMz9vqnnD6wPac/ov1avvxHj2zG7l67/b7a9tT28WYsmT5fiAe9P9a7fsXMVh90TEnS1GWHiSRJkiRJmmRxSo4kSZIkSVK/Akam+ZQcr5IjSZIkSZI0hiNMJEmSJEnSpFsyzUeY2GEiSZIkSZImXU3zNUyckiNJkiRJkqa1JE9PckmS3yZ5+zjxFyc5r7udlmTnpdXpCBNJkiRJkjSpVuair0lmAp8EngpcBZyZ5Niquqiv2GXAE6vqpiTPAI4AHjuoXjtMJEmSJEnS5KqszDVMdgd+W1WXAiT5KrAf8KcOk6o6ra/86cBmS6t0tZmSk+S0CZR5Q5I5K7gd+yfZYUUeQ5IkSZKkVchGSeb33Q4eE98UuLLv8VXdtpa/BX6wtIOuNiNMqmrPCRR7A/AlYNFE600ys6qWLENT9ge+S19PlyRJkiRJq5LelJxJq25BVc0bEB9vKMu4R0/yJHodJnst7aCr0wiThd3PfZKcmOSYJBcnOSo9rwc2AU5IckJX9mlJfp7k7CRfSzK32355kncnOQV4/oByH0pyUbeozEeS7Ak8B/hwknOSbD2UZEiSJEmStIJVZVJuE3AV8NC+x5sBV48tlGQn4DPAflV1w9IqXW1GmIzxaOCR9BJ4KvD4qvpYkjcBT6qqBUk2At4J7FtVtyd5G/Am4H1dHXdW1V5duW+MLZfkE8Bzge2qqpJsUFU3JzkW+G5VHTNew7qhRQcDrM/mKywBkiRJkiStIs4EtknyMOAPwAuAF/UXSLI5vb/dX1pVv55Ipatrh8kZVXUVQJJzgC2BU8aU2QPYATg1CcAs4Od98aOXUu5W4E7gM0m+R28azlJV1RH0Vutlk8ybvAFMkiRJkiStJCvzKjlVtTjJa4HjgJnAZ6vqwiSHdPHDgXcDDwA+1f3tvngp03xW2w6Tu/ruL2H8PAT4UVW9sFHH7Usrl2R34Cn0erdeCzx5uVssSZIkSdI0MjLu0iIrRlV9H/j+mG2H991/JfDKZalztVnDZIJuA9bt7p8OPD7JwwGSzEmy7Tj7jFuuW8dk/e5JewOwyzjHkCRJkiRJU9DqOsKk5QjgB0muqaonJTkI+EqStbr4O4H7zHWqqusb5W4Dvp1kNr1RKG/sYl8F/qdbZPaAqvrdCj0jSZIkSZJWsgKWrKQpOSvKatNhUlVzu58nAif2bX9t3/2PAx/ve/xTYLdx6tpyzONxywG7j7PvqfTWPJEkSZIkadU08SvcTFlOyZEkSZIkSRpjtRlhIkmSJEmSVp6Rkek9wsQOE0mSJEmSNKlWhTVMnJIjSZIkSZI0hiNMJEmSJEnS5CoYmeYjTOwwkSRJkiRJk266XyUnVTXsNqhhk8yrg5k/7GZIQ7N4Vvvz6dYHDtpv+Y539XYjA+Nzb2x/4K93XTu28AHt83jwr9v7zVjSbssad7djg/a7PxZuOCD2gHbs65+7phnbceubmrGl/Ufirze6oBmbPXJPM/Z3Xzm2Gfv8gX/VjF26ZvskL3za05uxQa8NgAde2o6PzGzvN+h5HvR8DHrtzFrUjg1qCwx+Tw5q69LqbdnwqnZs0Qbt2Jybl+94K8qgtg7KzdLO4+rt2587g57nNe5uvx4H5Xz2wunzhXhkZjs3y/t6XJpB74EZS6ZP7iRNvveSs6pq3rDbsSKst8sja95P/m9S6jphox2HkidHmEiSJEmSpElVxCk5kiRJkiRJY41M8wktXiVHkiRJkiRpDEeYSJIkSZKkSVUFS0ackiNJkiRJknQf0/0qOU7JkSRJkiRJGsMRJpIkSZIkadJ5lRxJkiRJkqQ+xfRfw2SZp+QkOW0CZd6QZM7yNWmZ2rJPku+u6ONIkiRJkqTVyzJ3mFTVnhMo9gZgmTpMksxc1rbcH+lZKWu4rOxzkyRJkiRpqCqMTNJtWJZnhMnC7uc+SU5MckySi5Mc1XVCvB7YBDghyQld2acl+XmSs5N8LcncbvvlSd6d5BTg+d3j93blzk+yXVdu9ySnJfll9/MRS2njQUm+neSHSS5J8p5u+5ZJfpXkU8DZwEOTvCXJmUnOS/Lertw6Sb6X5NwkFyQ5sNv+oSQXdWU/0m07MskBjfyckOTLwPlJZib5cN+x/n5Zcy9JkiRJ0nRQQI1Mzm1Y7u8aJo8GHglcDZwKPL6qPpbkTcCTqmpBko2AdwL7VtXtSd4GvAl4X1fHnVW1F/Q6JIAFVfWYJK8G3gy8ErgY2LuqFifZF/hX4P8tpW27AzsCi4Azk3wPWAA8Anh5Vb06ydOAbbqyAY5NsjewMXB1Vf1V1671k2wIPBfYrqoqyQYTyM/uwI5VdVmSg4Fbqmq3JGsBpyY5vqou69+hK3cwwPpsPoFDSJIkSZKkyXZ/O0zOqKqrAJKcA2wJnDKmzB7ADvQ6CABmAT/vix89pvw3up9nAc/r7q8PfD7JNvQ6qtacQNt+VFU3dG37BrAX8C3giqo6vSvztO72y+7xXHodKCcDH0lyGPDdqjo5yRrAncBnus6XiaydckZfh8jTgJ36RqOs3x3rPh0mVXUEcATAJplXEziGJEmSJElTzup+lZy7+u4vadQXep0XL2zUcXujzv763g+cUFXPTbIlcOIE2ja2s2H0cf/xAnywqv77zxqd7Ao8E/hgNxLkfUl2B54CvAB4LfBkYDHd1Kb0eoRmNc4twOuq6rgJtF2SJEmSpOmrYGR1u0rOBN0GrNvdPx14fJKHAySZk2TbZaxvfeAP3f2DJrjPU5NsmGRtYH96U4bGOg54Rd+aKpsmeWCSTYBFVfUl4CPAY7oy61fV9+ktartLV8flwK7d/f1oj345DnhVkjW7Y22bZJ0JnoskSZIkSVqJ7u8Ik5YjgB8kuaaqnpTkIOAr3dod0FvT5NfLUN+/0ZuS8ybgpxPc5xTgi8DDgS9X1fxudMqfVNXxSbYHft5NF1oIvKTb58NJRoB7gFfR6wD6dpLZ9EaLvLGr5n+67WcAP+HPR8yM+gy9KUtndyNRrqfXkSNJkiRJ0iqlgCWr25Scqprb/TyRvqkxVfXavvsfBz7e9/inwG7j1LVl63FVzQf26e7/HOgflfKu8dowxnX9berKX05vIdj+bR8FPjpm39/RGxEy1u7jnMMf6a3TMuod47WtqkaAf+pukiRJkiSt0sopOZIkSZIkSauWFTUlZ6iq6kjgyCE3Q5IkSZKk1VIBI9P8uq+rZIeJJEmSJEkaogpLnJIjSZIkSZK0anGEiSRJkiRJmlQFjEzzESZ2mEiSJEmSpElXq9tlhSVpZVnj7kEfsO0VpC5/9JLlOt4f//PSgfFrb1i7GXvIlx7YjC3Y9J5mbKtz12rvt9niZuyWA69vxuas3d4P4JQFY6+kfq937va8dr0z2ufx7IW/bsYeOvehzdiLLj69GfvYI57SjAF899btmrEHzrm9GVvvgKc1Y/ufcWYz9oJHvbIZu+Dfr27G1v7eA5oxgD2+ObsZu3Nu+3U+MrNd5zn73tmMXblrOzevfNJFzdh3L9qqfUDg9Tu2c3cnazZjR73vqQPrbdnqnHad2500IDlLMWP5Pj4G7nftNu3Y91+9sBl7yisvaMbe+LvvDmzP6zd9fjN25b89ohnb6yvt1+OsOwYectq4tf1xzY2brZjVCTe8qv37bINrVsghJWn4CkZGht2I+8c1TCRJkiRJksZwhIkkSZIkSZpUrmEiSZIkSZI0VuFlhSVJkiRJklY1jjCRJEmSJEmTqohTciRJkiRJksYqr5IjSZIkSZK0anGEiSRJkiRJmlwFS8opOZIkSZIkSX+yKlxWeKVOyUlyUJJP3I99N+l7/JkkOyxln9O6n1smedHyHHeyJNknyXeH2QZJkiRJkjQxk9JhkmTmZNSzFAcBf+owqapXVtVFg3aoqj27u1sCQ+swSeJIHkmSJEnSamVkZHJuw7LUDpNudMbFST6f5LwkxySZk+TyJO9Ocgrw/CQvTHJ+kguSHNa3/8uT/DrJz4DH920/MskBfY8X9t1/a1fXuUk+1JWbBxyV5Jwkayc5Mcm8JK9K8m99+x6U5ONj6vwQ8IRu3zcmOTnJLn37nJpkp8b5n59kg/TckORl3fYvJtk3yewkn+vK/TLJk/ra8bUk3wGOH1Pnbl3ZrcY53sFJ5ieZv4jrl/b0SJIkSZI09RTUSCblNiwTHWHyCOCIqtoJuBV4dbf9zqraCzgJOAx4MrALsFuS/ZM8BHgvvY6SpwIDp9AAJHkGsD/w2KraGfi3qjoGmA+8uKp2qao7+nY5Bnhe3+MDgaPHVPt24ORu3/8EPkNvxApJtgXWqqrzGk06tWv/I4FLgSd02/cATgdeA1BVjwJeCHw+yeyuzOOAv6mqJ/ed357A4cB+VXXp2INV1RFVNa+q5s1h40aTJEmSJEnSijTRDpMrq+rU7v6XgL26+6MdE7sBJ1bV9VW1GDgK2Bt4bN/2u/nzjozx7At8rqoWAVTVjYMKV9X1wKVJ9kjyAHqdO6cO2gf4GvCsJGsCrwCOHFD25O5c9gY+DTwqyabAjVW1kF4uvti15WLgCmDbbt8fjWn/9sARwLOr6vdLaaMkSZIkSdPS6KKvk3EblomurVGNx7d3Pwedwdh9Ry2m67BJEmBWX12tfVqOBv4auBj4ZlUN3L+qFiX5EbBft9+8AcVPojeKZHPgn4HnAgfQ60gZbW/L7WMeXwPMBh4NXD2ojZIkSZIkTVsFS4a4/shkmOgIk82TPK67/0LglDHxXwBPTLJRtwDsC4Gfddv3SfKAbjTH8/v2uRzYtbu/H7Bmd/944BVJ5gAk2bDbfhuwbqN936A3jeeFjD+KZbx9PwN8DDhz0CiWqroS2AjYpptCcwrwZu7tMDkJeHHX1m3pdaxc0qjuZuCvgH9Nsk/rmJIkSZIkabgm2mHyK+BvkpwHbEhvasqfVNU1wDuAE4BzgbOr6tvd9kOBnwM/Bs7u2+1/6HWynEFv6s7tXV0/BI4F5ic5h17nBPSmzRw+uujrmOPfBFwEbFFVZ4zT/vOAxd0ism/s9jmL3nosn5vA+f8C+HV3/2RgU+7tNPoUMDPJ+fQ6aw6qqrtaFVXVH4FnA59M8tgJHFuSJEmSpGmlmJzpONNhSs5IVR0yZtuW/Q+q6svAl8fuWFWfY5xOia7jYI++Te/oi32I3pVt+st/Hfh636Z9xsSfNc4x5nY/7wGe0h9Lsgm9DqPjx+43Tj0v7bt/Gn0dTVV1J90CsmP2OZK+tVGq6kTgxO7+7+ktIitJkiRJ0qqnoJYMr7NjMkx0hMkqpbs08C+Af66qaT6rSpIkSZIkTbaljjCpqsuBHVd8U1aeqvoC8IX+bUleDvzDmKKnVtVrVlrDJEmSJElaBRTTf9HXiU7JWeW1pg5JkiRJkqRlN8z1RybDajklR5IkSZIkaRBHmEiSJEmSpMlVMOKUHElaMRbPqmZs1qL2fjucMHO5jjfnFVsPjM/ccXEzNmNJe7/Zty/fYL5djl+rGfv1rQ9qxn7xl7cNrHf3rd7YjN3w5Q2asbW2v70Z+59L5jVjW10wuxn75Jb7NGOb/e+sZgxgu1PXbMb+8Ij2E/Leh+3SjP3H3z2+Gbv6inWasfW/vlEzdtXDm1eaB+Dah7fP44SDbm7Gcnv7db7vUes1Y485rv183PGPezdjT13KKvdHPfOBzdjlO7RzsP832q/zQTa6ot2e2Qvb+40s5eNh0frL1RxGBnyjunq79utx5l43N2Pv+82xzdii2YPz9rS5v2nGPvjQ9mfdhlcNrHaVMPeGdmzWohUzdHzWHSukWkma8jJJU3LafxWsWE7JkSRJkiRJGsMRJpIkSZIkaXIVzFzKCNWJao/zXrHsMJEkSZIkSZMqwIxpvoaJU3IkSZIkSZLGcISJJEmSJEmaXBVmTNKir8Nih4kkSZIkSZp0GXAlyenAKTmSJEmSJEljTPsOkyQLlxLfIMmrl6PeQ5O8eflbJkmSJEnS6ikFM0cyKbdhmRYdJulZ3rZuACxzh4kkSZIkSVp+M0Ym5za09g/v0IMl2TLJr5J8CjgbeFeSM5Ocl+S945Sfm+QnSc5Ocn6S/brQh4Ctk5yT5MNd2beMV1eSf05ySZIfA4/o235iksOSnJHk10me0G2fmeTDfXX9fbf9IUlO6o55QZIndGWP7B6fn+SNKyx5kiRJkiTpfpnqi74+Ang58C3gAGB3epdzPjbJ3lV1Ul/ZO4HnVtWtSTYCTk9yLPB2YMeq2gUgydOAbcbWBdwOvAB4NL28nA2c1Vf/GlW1e5JnAu8B9gX+FrilqnZLshZwapLjgecBx1XVB5LMBOYAuwCbVtWOXTs2mLw0SZIkSZI0daRgxhKvkrMiXVFVpyf5CPA04Jfd9rn0Oj36O0wC/GvX+TECbAo8aJw6n9aoa13gm1W1CKDrbOn3je7nWcCWfXXtlOSA7vH6XV1nAp9Nsibwrao6J8mlwFZJPg58Dzh+vBNOcjBwcK+yzccrIkmSJEnSlJdpflnhKTslp3N79zPAB6tql+728Kr63zFlXwxsDOzajSb5IzB7nDoH1VUD2nJX93MJ93Y0BXhdX10Pq6rju5EvewN/AL6Y5GVVdROwM3Ai8BrgM+MdpKqOqKp5VTVvDhsPaI4kSZIkSQJI8vRuiY3fJnn7OPHtkvw8yV0TvcDLVO8wGXUc8IokcwGSbJrkgWPKrA9cV1X3JHkSsEW3/TZ6o0eWVtdJwHOTrJ1kXeDZE2zXq7qRJCTZNsk6Sbbo2vI/wP8Cj+mmCc2oqq8D7wIes8xZkCRJkiRpGkjBzCWTc1vqsXpLYXwSeAawA/DCJDuMKXYj8HrgIxM9h6k+JQeAqjo+yfbAz5MALAReAlzXV+wo4DtJ5gPnABd3+96Q5NQkFwA/qKq3jFdXVZ2d5Ohu3yuAkyfQtM/Qm55zdnqVXQ/sD+wDvCXJPV39L6M3RehzfVf7eceyZ0KSJEmSpOkgzFh5U3J2B35bVZcCJPkqsB9w0WiBqroOuC7JX0200inbYVJVlwM79j3+KPDRccrN7X4uAB7XqOtFYx636voA8IFxtu/Td38B3RomVTUC/FN36/f57jaWo0okSZIkSVo2G3WDI0YdUVVH9D3eFLiy7/FVwGPv70GnbIeJJEmSJEmapgpmTGA6zQQtqKp5A+LjDWUZtEbphNhhIkmSJEmSJlVYqVfJuQp4aN/jzYCr72+l02XRV0mSJEmSpPGcCWyT5GFJZgEvAI69v5U6wkSSJEmSJE2umtgVbiblUFWLk7yW3pVsZwKfraoLkxzSxQ9P8mBgPrAeMJLkDcAOVXVrq147TCRJkiRJ0qQKMGNk5R2vqr4PfH/MtsP77l9Lb6rOhDklR5IkSZIkaQxHmEiSJEmSpMlVMGPJSlv0dYWww0TSlHXjgAFzp7zwzmZsZObyHW+Nuwd/oN/ykj82Y1dcOrcZe/6+v2vGdpl9zdIbNo61lmzYjI28ZfeB+663YP1m7Km/aP9a+PHfrtmM3bTtXc3YdqfNasZ2PLEd2/Cqwc/HrRu3rxR340PaE2af++6fNWM73fmHZmz+QzZvxj43/7HN2Lo739aMAZz60AG522JhM/bA9Rc1Y9fvfn0zdsExmzZji9Ztj5t98BXt5x/giqfc0oytsUb7uVq81roD610eC9tvD67bevAVBu+cu3xXILxuy/Zr7uYHtWMLFrTfA6fvuU0z9q3acWB79q7LBsZbBn3uzrm5HZt743IdbigGfdavcfdKbIgkrQayEqfkrAhOyZEkSZIkSRrDESaSJEmSJGlSpWCmU3IkSZIkSZLua8ZKuqzwiuKUHEmSJEmSpDEcYSJJkiRJkiZVCmaMOCVHkiRJkiTpPjLNp+TYYSJJkiRJkiZXZdov+uoaJpIkSZIkSWOskA6TJAcl2aTv8WeS7DCg/HZJzknyyyRbL+Ox9kmyZ9/jQ5K8bPlavuIk2TLJBcNuhyRJkiRJK1qqd5WcybgNy4qaknMQcAFwNUBVvXIp5fcHvl1V71mOY+0DLARO6451+HLUsUIlmTnsNkiSJEmStDLNGBl2C+6fCY8wSbJOku8lOTfJBUkOTPLuJGd2j49IzwHAPOCobtTI2klOTDIvycwkR3blz0/yxiTPBN4AvDLJCd2xvpXkrCQXJjm4rw1PT3J214afJNkSOAR4Y3esJyQ5NMmbu/K7JDk9yXlJvpnkL7rtJyY5LMkZSX6d5AkDzvv7SXbq7v8yybu7++9P8srunD/cd04HdvF9kpyQ5MvA+WPq3Kqra7dxjndwkvlJ5i/i+ok+PZIkSZIkaRItywiTpwNXV9VfASRZH/hRVb2ve/xF4FlVdUyS1wJvrqr5XWy0jl2ATatqx277BlV1c5LDgYVV9ZGu3Cuq6sYkawNnJvk6vc6d/wH2rqrLkmzYlbnPvkme0tfmLwCvq6qfJXkf8B56nTMAa1TV7l2HzXuAfRvnfRLwhCSXA4uBx3fb9wK+BDyvO6+dgY269p7Uldkd2LFr75Zd+x4BfBV4eVWdM/ZgVXUEcATAJplXjTZJkiRJkjR1FWQ1WvT1fGDfbmTGE6rqFuBJSX6R5HzgycAjl1LHpcBWST6e5OnArY1yr09yLnA68FBgG2AP4KSqugygqm4cdKCuQ2eDqvpZt+nzwN59Rb7R/TwL2HJAVSd3++0FfA+Ym2QOsGVVXdJt/0pVLamqPwI/A0ZHjpwx2t7OxsC3gZeM11kiSZIkSdKqIMDMJZNzG5YJd5hU1a+BXel1nHywm5ryKeCAqnoUvdEfs5dSx030RmKcCLwG+MzYMkn2oTfa43FVtTPwy67eAJM54uKu7ucSBo+0OZPeFKMn0Btt8kvg7+h1tNC1q+X2MY9vAa7k3lEqkiRJkiRpClqWNUw2ARZV1ZeAjwCP6UILkswFDugrfhuw7jh1bATMqKqvA+/qq6Pf+sBNVbUoyXb0RpYA/Bx4YpKHdXVtOOhY3QiYm/rWJ3kpvdEfy6Sq7qbXyfHX9Ea8nAy8ufsJvU6UA7v1WTamNxrljEZ1d9Nb4PZlSV60rG2RJEmSJGlaWM2ukvMo4MNJRoB7gFfR++P/fOByeiMxRh0JHJ7kDuBxfds3BT6XZLSj5h3jHOeHwCFJzgMuoddJQVVd3y0A+41u/+uApwLfAY5Jsh/wujF1/U3Xjjn0pgO9fBnOt9/JwFO6TpyTgc24t8Pkm905nktvBMxbq+rarrPnz1TV7UmeBfwoye1V9e3lbJMkSZIkSVNSgBnTfA2TCXeYVNVxwHFjNs8H3jlO2a8DX+/btE/f/T8bVVJVh/bdvwt4RqMNPwB+MGbbr4Gd+jad3Bc7h3tHqPTvs0/f/QUMXsOEqnoXvRExVNXV9E3DqaoC3tLd+vc5kd7Uo9HHlwM7dvdv5t51TiRJkiRJ0hSzLCNMJEmSJEmSlq4gI8NuxP1jh0knyV8Ch43ZfFlVPXcY7ZEkSZIkaboavUrOdGaHSacx5UiSJEmSJK2G7DCRJEmSJEmTq1ajRV8lSZIkSZImpIZ7SeDJkN5FXjQVbZJ5dTDzh90MaWgWz2p/Pt29dnu/5f1gXuPuwfFrt2nHrt6ufdArDruiGdt/q980Yx/41pebsU8/55nN2I/vengzBvCd47Zqxl7793/RjM26o13nog3asfOeurgZG5nZfo4v3XnwE7LTibObsY1+P6MZO+3/tU9k0brtlcm2eO4fmrGHP+CmZuynF23WjAE8c8fLm7EfXrRlM/bUl27ajM29sf3fnNm3tdsy55bl/y/QxXu3c3fek+9qxmYs52Jw2/5iVrvOAZ8Bc28YfI4//ZtFy9Wejf7Q/h/UY76/VjO2ycXLdbiBn0cANz+kndhZdwx6fbRjG7U/ypi9cPr8B3HQ587IzBVzzEGvyen+31dJ9897yVlVNW/Y7VgR1t1o15q33+mTUteJn501lDw5wkSSJEmSJE2qMP1HmNhhIkmSJEmSJtcqsIZJe8yyJEmSJEnSasoRJpIkSZIkaVI5JUeSJEmSJGmsVeAqOU7JkSRJkiRJGsMRJpIkSZIkaXKtAiNM7DCRJEmSJEmTKsSr5EiSJEmSJK1qVkqHSZINkry6u79JkmNWxnElSZIkSdIQdFNyJuM2LCtrhMkGwKsBqurqqjpgJR13XElW2lSklXksSZIkSZKmgthhMmEfArZOck6SryW5ACDJQUm+leQ7SS5L8tokb0ryyySnJ9mwK7d1kh8mOSvJyUm2ax0oyZFJDu/K/TrJs/qO9bUk3wGOT7JOks8mObM73n5duUcmOaNr63lJtunKfi/JuUkuSHJgV/byJBt19+clObG7f2iSI5IcD3whycZJvt4d68wkjx/Q/oOTzE8yfxHXT0buJUmSJEnSMlpZox/eDuxYVbsk2RL4bl9sR+DRwGzgt8DbqurRSf4TeBnwX8ARwCFV9ZskjwU+BTx5wPG2BJ4IbA2ckOTh3fbHATtV1Y1J/hX4aVW9IskGwBlJfgwcAny0qo5KMguYCTwTuLqq/gogyfoTOOddgb2q6o4kXwb+s6pOSbI5cByw/Xg7VdUR3fmySebVBI4jSZIkSdKU41Vy7r8Tquo24LYktwDf6bafD+yUZC6wJ/C15E8r7K61lDr/r6pGgN8kuRQYHZHyo6q6sbv/NOA5Sd7cPZ4NbA78HPjnJJsB3+g6ac4HPpLkMOC7VXXyBM7r2Kq6o7u/L7BDX/vXS7Jud96SJEmSJK1SelNypvdVcqZCh8ldffdH+h6P0GvfDODmqtplGeocOzJj9PHtfdsC/L+qumRM2V8l+QXwV8BxSV5ZVT9Nsiu9kSYfTHJ8Vb0PWMy905pmj6mn/1gzgMf1daBIkiRJkqQpbGWtYXIbsO7y7FhVtwKXJXk+QHp2Xspuz08yI8nWwFbA2E4R6E2LeV26YR9JHt393Aq4tKo+BhxLb5TLJsCiqvoS8BHgMV0dl9ObegPw/wa053jgtaMPkuyylPZLkiRJkjStuejrBFTVDcCp3WKvH16OKl4M/G2Sc4ELgf2WUv4S4GfAD+itfXLnOGXeD6wJnNe16/3d9gOBC5KcQ28qzxeAR9Fb4+Qc4J+Bf+nKvhf4aJKTgUFP4+uBed0ishfRWydFkiRJkqRV0ypwlZyVNiWnql40zrYjgSP7Hm85XqyqLgOevgyHO7Wq3riUY90B/P04bfog8MExm4/rbmPLngxsO872Q8c8XkCvI0aSJEmSJE0DU2ENE0mSJEmStApJeZWcoUnyz8Dzx2z+WlUdNITmSJIkSZKkPnaYDElVfQD4wLDbIUmSJEmSVj3TtsNEkiRJkiRNTb0pORl2M+4XO0wkSZIkSdKkc0qOJA3BrDvasUXrL1+dCx8wOL7G3e3YdifNbMYevs9WzdgtM9uxXV64TzN21U3txuz30vOaMYBPPvsHzdi7t3hiM7bndtc2YxsOeEIWvn33dmyD9m/RJ39hTjMGsPm57f9YjLSfDp7363a9J768ndc772lX+spbTmvGdtq5/RwDvOPYvZuxpx/ZfjFvcE37/K/dtpqxO+e2Yxc88a5mbKOrBn9lWG/BjGZszm3t2F5fnjWw3uUxY3E7tnitwftu94ulFGi44tCrmrEjH79eM7bDme3X41qv+n0z9rxNLh7YntMWbt6M/fb92zdjD5+/ZjO22YUD3ljTyNXbtWNXPXLFfLMflLvNLlwhh5QkTQI7TCRJkiRJ0uTyKjmSJEmSJEn3tSpcVrg9RlaSJEmSJGk15QgTSZIkSZI06ab7CBM7TCRJkiRJ0qRySo4kSZIkSdIqyBEmkiRJkiRpchXMWDzsRtw/dphIkiRJkqRJN2NJht2E+8UpOcsoySZJjhl2OyRJkiRJ0orjCJNlVFVXAwdMRl1JZlbVNF8GR5IkSZKk+3LR11VcksOSvLrv8aFJ/jHJBd3jOUn+L8l5SY5O8osk87rYC5Ocn+SCJIf11bEwyfuS/AJ43Eo/KUmSJEmSVoIZSybnNrT2D+/Q08JXgQP7Hv81cGbf41cDN1XVTsD7gV2hN20HOAx4MrALsFuS/bt91gEuqKrHVtUpYw+Y5OAk85PMX8T1k3w6kiRJkiSteKMjTOwwWUVV1S+BB3brluwM3AT8vq/IXvQ6VaiqC4Dzuu27ASdW1fVVtRg4Cti7iy0Bvj7gmEdU1byqmjeHjSf3hCRJkiRJ0oS4hsnSHUNvzZIH03WO9Gkt+TtoKeA7XbdEkiRJkrRKcw2T1cJXgRfQ6zQZe3WcU+hN0yHJDsCjuu2/AJ6YZKMkM4EXAj9bOc2VJEmSJGn4nJKziquqC4F1gT9U1TVjwp8CNk5yHvA2elNybunKvQM4ATgXOLuqvr0Smy1JkiRJku4Hp+RMQFU9qu/+5cCO3cM7gZdU1Z1JtgZ+AlzRlfsy8OVx6pq7whssSZIkSdIQrQqXFbbD5P6ZA5yQZE1665a8qqruHnKbJEmSJEkaroIZi4fdiPvHDpP7oapuA+YNux2SJEmSJGly2WEiSZIkSZImVZj+U3Jc9FWSJEmSJE2uWrlXyUny9CSXJPltkrePE0+Sj3Xx85I8Zml12mEiSZIkSZKmrSQzgU8CzwB2AF6YZIcxxZ4BbNPdDgY+vbR6nZIjSZIkSZIm3UqckrM78NuquhQgyVeB/YCL+srsB3yhqgo4PckGSR5SVde0Kk2vrKaiJNfTXaYY2AhYMKD4oPh0iU219ngeU6s9nsfUao/nMbXa43lMrfZ4HlOrPav7eawO5zjV2uN5TK32TPXz2KKqNh7QhmkryQ/pne9kmA3c2ff4iKo6ou9YBwBPr6pXdo9fCjy2ql7bV+a7wIeq6pTu8U+At1XV/OZRq8rbNLgB85c3Pl1iU609nsfUao/nMbXa43lMrfZ4HlOrPZ7H1GrP6n4eq8M5TrX2eB5Tqz3T6Ty8Lf8NeD7wmb7HLwU+PqbM94C9+h7/BNh1UL2uYSJJkiRJkqazq4CH9j3eDLh6Ocrchx0mkiRJkiRpOjsT2CbJw5LMAl4AHDumzLHAy7qr5ewB3FID1i8BF32dTo64H/HpEhvGMT2PwaZSezyPqdUez2NqtcfzmFrt8TymVntW9/NYHc5xGMf0PAabSu2ZTueh5VRVi5O8FjgOmAl8tqouTHJIFz8c+D7wTOC3wCLg5Uur10VfJUmSJEmSxnBKjiRJkiRJ0hh2mEiSJEmSJI1hh8k0kSTDbsNUZn7azM1g5qfN3LSZm8HMT5u5Gcz8tJmbwcxPm7lpMzdaGtcwkSRJkiRJGsOr5Exx3aq+TwHOAU4EfldV1w6zTVOJ+WkzN4OZnzZz02ZuBjM/beZmMPPTZm4GMz9t5qbN3GiinJIzhSV5C/Ai4L+BzYCD6V03escuvlo/f+anzdwMZn7azE2buRnM/LSZm8HMT5u5Gcz8tJmbNnOjZeGUnCmqm0/338C3qur73bY96L25Hwi8raquGGITh8r8tJmbwcxPm7lpMzeDmZ82czOY+WkzN4OZnzZz02ZutKzsPZuiqteTdRrwtiS7d9tOr6rXA5cCh67OvZ/mp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzo2XlCJMpLsk/AesCJwMXVtUVSebQm2v3pKq6fZjtGzbz02ZuBjM/beamzdwMZn7azM1g5qfN3AxmftrMTZu50UTZYTIFJdkEeDBwC3AF8PfAPOBqYFNgfeD3VfUPQ2vkEJmfNnMzmPlpMzdt5mYw89NmbgYzP23mZjDz02Zu2syNlocdJlNMkucA7wTOAvYCzgDeAMwFHg1sDdxQVV8eVhuHyfy0mZvBzE+buWkzN4OZnzZzM5j5aTM3g5mfNnPTZm603KrK2xS6Ab8AntHdXwc4ArgeOGTYbZsKN/NjbsyPuTE3U+dmfsyN+TE35mfq3MyNufE2+TcXtJki0rMWvWuBLwaoqtur6mDgycDTkzxliE0cKvPTZm4GMz9t5qbN3AxmftrMzWDmp83cDGZ+2sxNm7nR/WWHyRRRPXfRW3joTUke0xc7H/gG8NwkM4fVxmEyP23mZjDz02Zu2szNYOanzdwMZn7azM1g5qfN3LSZG91fdphMMVX1JeCHwPFJvpDkIUnmAjsCs6tqyXBbOFzmp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzo+Xloq9TSJIZVTXS3Z8LfBzYATgP2Bb4f1W1YIhNHCrz02ZuBjM/beamzdwMZn7azM1g5qfN3AxmftrMTZu50f1hh8kUMfpGTvJ4YKuq+mK3fVPgbuCOqlo41EYOkflpMzeDmZ82c9NmbgYzP23mZjDz02ZuBjM/beamzdzo/lpj2A0QJJldVXd2D2+mtygRAFX1h/5e0dWR+WkzN4OZnzZz02ZuBjM/beZmMPPTZm4GMz9t5qbN3GgyuIbJkCX5EHBckv9O8mzg+uotQDQafwuw4dAaOGTmp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzo8lih8kQJflX4BHAS4DfAwcAr0+yRxdfC7hqdZ1TZ37azM1g5qfN3LSZm8HMT5u5Gcz8tJmbwcxPm7lpMzeaTK5hMiRJ1gA+CpxQVcd027YGDgL2AA6tqlOH18LhMj9t5mYw89NmbtrMzWDmp83cDGZ+2szNYOanzdy0mRtNNkeYDElVLQaOB16T5MlJ1qqq31XVu4D/A16RZM3htnJ4zE+buRnM/LSZmzZzM5j5aTM3g5mfNnMzmPlpMzdt5kaTzREmQ5bkH4CtgJ8DF1TVBUkeAvwIeExV3T3UBg6Z+WkzN4OZnzZz02ZuBjM/beZmMPPTZm4GMz9t5qbN3Giy2GEyBEkeDTwIWFRVJyXZH3gWcBuwY1fsx1V12JCaOFTmp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzoxXBDpOVLMnfAq8CfgrsA9wBHAL8Dtge2Izem/yEYbVxmMxPm7kZzPy0mZs2czOY+WkzN4OZnzZzM5j5aTM3beZGK0xVeVtJN3prxvwSeGzftjcB1wKHAbOH3UbzMzVv5sb8mBtzY36mzs3cmB9zY37MzdS5mRtvK/Lmoq8rSZJU1Qi9eXObjG6vqv8AdgAeDDxxSM0bOvPTZm4GMz9t5qbN3AxmftrMzWDmp83cDGZ+2sxNm7nRimaHyUpSVaNzn84A3pLkwL7YjcAPgJetrqs2m582czOY+WkzN23mZjDz02ZuBjM/beZmMPPTZm7azI1WtDWG3YDVTVUdk+QO4KNJXge8FbgeeAZwTVXdM9QGDpn5aTM3g5mfNnPTZm4GMz9t5mYw89NmbgYzP23mps3caEVx0dchSvJ24OnABcDGwEt8M9/L/LSZm8HMT5u5aTM3g5mfNnMzmPlpMzeDmZ82c9NmbjSZ7DBZyZI8A9i8qv67ezwbKODu8skwPwOYm8HMT5u5aTM3g5mfNnMzmPlpMzeDmZ82c9NmbrSi2GGygiVZA9ioqq5NMhPYCJhRVdd08dnASFXdPcx2Dov5aTM3g5mfNnPTZm4GMz9t5mYw89NmbgYzP23mps3caGVx0dcVKMm6wBeAY5N8G/gbYH3ghr5i7wXWG0Lzhs78tJmbwcxPm7lpMzeDmZ82czOY+WkzN4OZnzZz02ZutDLZYbJifRC4uap2B74O7AG8Gti7r8z3q2rBMBo3BZifNnMzmPlpMzdt5mYw89NmbgYzP23mZjDz02Zu2syNVho7TFaQ9C5dtRg4B6CqvgC8BbgU+ECSF3TbfzasNg6T+WkzN4OZnzZz02ZuBjM/beZmMPPTZm4GMz9t5qbN3Ghls8NkBaneSszHAM9N8uwkf1FVt1TVx4B3AvsmWWu4rRwe89NmbgYzP23mps3cDGZ+2szNYOanzdwMZn7azE2budHKtsawG7Aqq6pTkvwf8Cxg0yTnVdVpwHXAXlV113BbOFzmp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzo5XJq+SsAEmeA/wFQFV9PsluwMuA0JtjdwtwZFV9cXitHB7z02ZuBjM/beamzdwMZn7azM1g5qfN3AxmftrMTZu50TDYYTLJkvwT8AzgWGAfYDvgjVV1bJIH0bvkFVV14dAaOUTmp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzo6GpKm+TdAPm0FuA6JF9254B/Ao4CnjgsNtofqbmzdyYH3NjbszP1LmZG/NjbsyPuZk6N3PjbZg3F32dRFW1iN6lrR7Tt+0HwA7AjcBjh9S0KcH8tJmbwcxPm7lpMzeDmZ82czOY+WkzN4OZnzZz02ZuNEx2mEy++cA/Jnn36IaqKuAk4O+SrO4L7ZqfNnMzmPlpMzdt5mYw89NmbgYzP23mZjDz02Zu2syNhsIOk0nW9Xa+EHhqkkuTvCzJk4BXAD+vqsXDbeFwmZ82czOY+WkzN23mZjDz02ZuBjM/beZmMPPTZm7azI2GxUVfJ1GS0MvpSPd4f+DFwK+BWVX1liE2b+jMT1uXmxlVtaR7vD/m5k987bSZmzZzM5j5aUsyA8DcjM/XTpu5GczvO22+dtrMjYbJDpMVIMnM0V8E+nNJ1rAXeHxJ1qyqe4bdjqnK99a9kjykqq4ZzYm5uVeSGaNfqrrH5mYA89NmbgYzP21+1xnM7zttvq/u5XcdTQVOybmfkjwwyZ5J1h7d1tdrPqP7mWG1b9iSvD3JXydZc3RbVS1Oz5pdmdUyP0k2SfL4JBsmeSjA6JeHJDO7n6tlbgCSPCzJk5OsP7qt7721RvdztcxPkrcDH4Z7c+Lnzr36/gM1OkrA3HSS/G2Sx/Rv68vPav25k2SvJC9IsvvoNj9z7uX3nTa/6wzm9502v+u0+V1HU4UjTO6H7kP/8/QudbUG8IGq+uZwWzV1JNmU3kJMT62qS5PMBtalN3TuD8Nt3XAl2QL4MrCE3ureF9K7NNqPq+raYbZtKujeW18F7gC2A55UVb8Zbqumhr731RLgVOBtVXVdktRq/oGe5EHAW4CjquqX3bYZ9NaFW61zA3967fwAeEb/Z7CvHUiyOfAtesO7twVeBFwCzK2q24bYtCnB7zttftcZzO87bX7XafO7jqYSO0zuhyRfBC6qqg8mOQB4O/C0qrpxyE2bEpK8GXhoVf1Dkt2ANwKzgBuA46rqG6vrB1+STwNXV9X7u//27glsBfy+qv5rqI2bApIcCVzSvbfeDxTwUHq/PL9bVdcPs33DlOQLwOlV9akknwF+WlVfHna7poIk3wIeAlwFXAB8sqqu64uvlp83o5J8CTilqg5PsgPwdODJ9DoKvllVNwyzfcOU5H+Ai6vq35P8M7AFsDFwDvD9qjpzdX79+H2nze86g/l9p83vOm1+19FU4pSc5ZTkYcDmwOEAVXUMcCnwgi6+eZKdh9fCKeFHwNzu/uuA44APAmcA+6a3zsBq9wWiGz74G2AjgKo6u6o+AXwH+Msk7xlm+4ate29tTTcMk95/egv4GbAf8NYhNW3okmwPbF1Vn+o2/Qj4cJLVfrGzJBvT+yPlLcBHgPWB/01ySBdfH3jq8Fo4XEk2o/deemS36b1A6H0uPxN425CaNnTdiIB7uPc70UH0Rpp8DpgNvAz+dPnK1Y7fd5bK7zoNft9p87tOm991NNU4wmQ5JVkH2Bk4t6pu77btA7yoqg5Ochzw1ar63PBaOTzdMPhZwGfofZGYUVXP6YufSG943S+G08LhSvIQel8+TweOraoLu+0PAj4FHLy6/re3+4L1oKq6NskD6eXiX7rYxvTy9qr+kQOriyQPBuZU1aV92/YAXgMcUVUnD61xU0CSOfT+rr2jy9We9L54jtDrLPlQ92V9tdQN/z4ceAZwdlXN67aPfu4csrr+RzPJY4F/B24CNq6qPbrtawE/BF5XVRcMsYlD4/edtm79jVnc27k2s6qe3Rc/kdX4uw786fvOp4Ff4PedP+m+6zy4W9DU7zp9utfG2lV1ed82v+toaOwwWU4Zs0pzeot6bQh8lN4fwU+vqqcPq31TRfdf3RcDbwAuAv4ZeBjw7qrafcCuq6wkc6tqYTc09QB688EvBX5Kb+78R6pqu2G2cdj6hy+Puf9M4J1VtedQGzgk/Z876S0GN0Lv9fOP9P479cLV9Y+6UWNeL2vTGzVwOLBjVT16qI0boiTrjPljN1V1Qvf4mcC7qupxw2vh8CRZq6ruSjIXeAC96SaXAF8AdgI+XFW7DbONwzTmcyf0PnP8vsO9r53u/muBf6D3XeefWM2/60Bv9FZV3Znk0cCB9Ea1XYbfd8iYqwSl7+puq/t3nX7dZw7AmvhdR0OyxrAbMN0kmQW8A3hAknWB91XVZd2H3h+7/zb8B7DPEJs5NN3Iks2AP1TVkqq6Jckx9NYTeAJwJHAyvQ+91Ur32nknsGWSBVX1piS3AXsB2wNvAuYDrxpiM4dm7Gun29b/x+8sesOcV8fXzugXhYcmuRN4b1Xd2oXvBj7Yja7YYEhNHJpxPnNq9HVTVXd0ZXan12m72uleO28CNk+yGDi0qk7si88EDqO37sJqZczv83WAf6mqy5L81/9v795jLSvrM45/f8wMF4tgawqCFy6OWAVSRTQI8cZlRK5CowVEGbUtBMVaGytaq5YiFBi8VLDIrdBikShjjFxqwQBCqlJEGwojg6Uit4goxTKIzsjTP951yp7N+b3njE199+z3+SQncPY+IS/fvOustddZ613Au4AvUK4aOL7dKNsZ+73zM8rxzk8jYo2kro93xubO5sBfAOcB3wJeS8fHOvCk3zurgA8B5wB7UdYHuoxOj3fG5s5mlP35f0p6fNimFtLvsc4GlDVc7tETT8WZ+ct+18c61pavMFlHEfFxyr28p1GunNgXuFTS8cP7ewAHSHp/u1G2ExGfBLalHDh8W9Lds/zMhpJ+8eseW2sRcRLlQOFM4Gjgw8AWkm4c3l9EuQTxp/l/ZXqNzZ2bJd0z8t6mwM7AKySd2maE7UTEXwOLKQfh+wF3STpleG+hpDUNh9fUHPNm5sqBQ9TpEz3mmDuLgOdTFu/8WLNBNjK2P38zsAS4lPJhZivK1SZrJK1oNsiGanNneH8P4GBJ3a21MDZ3jqScJLlY0odGfmatK5F7MjJ3LgT2B+6c2XcPH4oXUJ5A9VC7UbaRzJ3RzxEvB3aXdHq7UbYxn/15q7FZ33zCZB0MH9q+RLlM7uvDa9sDH6ccdL4Z+DblHtbuNurhPtVvAsspj9S7m7J41a0qjwJb6/LDnkR5rN6VwEslrYqIm4DvAxsBLwHeIunqhkNsKpk711LmTpdrKswY5s5XgJ0lrR4OppYBb5N0e88nTOaaN6NXKPVoHnPnfy8B701lf/4JyhM8Dpd0S7sRtjWPuTNzMrK7/focc+d5wNLO1yyZbe6cDrxd0oqeP/hW5s7HKI8V/n3gFsrns65Otvk40CaZn5KzDiQ9AlwEHDRcRoekOyUdDJwN7CZpTa87Asp8OkbSuyknkTYGjgIOj4itgUsi4m0Nx9fSsyj3Mq+KiB2BRygHngdSLofvcu2AEbPNnaXAERGxdUR8MSLe2nB8LT0b+LuZDyXDQdY3gJ2G90+PiENaDa6x6rwBLo2IP2g3vObmmjufiIiDWw2upcr+/CDKAp6vbji8STDX3DktIg7q7WQJzDl3zgG6Xe9mMNvc+TrwwuH9U3vdZ1XmzuspnyNeKenx3k6WDOY6Dlze8WcIa8xXmKyjiNiBcm/hw5QPut+T9MuI2Bs4Adij879obgqsGll34nXA3pQz5zsCizv+a/hCSWsi4jnAxpJWDq/vS7lXdYnnjufObKI83eReyu28iogjKWvfLAM+S7l8t8cDLM+bOXju5Lw/r/PcyXnu1Hnu5Dx3ct6f26TyCZNfQURsDHyU8pjKK4HVlIWszpN0bsuxTYrxe3cj4mHg3erwsYOZmcvhI+Jy4BJJf996TJPAc+cJ47eUjMyZLSiL5m0GnOS543kzznNnfrw/fzLPnfnx3Hkyz5358dyp8/7cJo1PmKyjWPvxelsCr6fcXiFJ/9hybJNquKLiRElvaT2W1mY5mHgrcMhwKa+N8dzJRcQ5wLaS9mk9lknjeVPnuVN4f77uep87IycAPHdmUVsXqfe5M8NzZ914f26TwCdM1kGUx30xXDq3hLKA50cbD2tijPXZC9hH0vHD6wvV79outTY7AI9J+kHbEbY3cxDhufNkY21eK+nPImIXyty5rfX4WvK8qfPcyY20eS2wq/fna/PcyY208bHgLDx3ZufPETl/hrBJ5kVf5xARm0bEi6OsBP/LkUvE3gPcN/zMgnYjbKvS573AbVB++fX4i26ebVb2erIkIraPiI1mvh/rs2LmtU7nTq3NrcNrN/d44BkR+0bEs2a+9++ctc3Rp/e586cR8eqZ70fa/Alw//AzPe/Psz6eOxF/GxEnRnkkLj4WXFulj+dOxHMi4sCI2NCfI9ZWaeP9uU0UnzCpiIidgS9SNtyroixGREQ8Fbhh5l660fvsejKPPt3eo+o2dRGxGPgecGxEPD8iNhxefy5wnaQLmw6wIbfJRcTvAh8CHhx7fVO8Xc2nT89zZxfgSGDl2OvPomxX50PX+/O5+vQ8d3YE9gd2oKwzMfP6YuBrPhacs0/Pc+dFwOeBY4DvRMTmw+tPA67vee7Mo03X+3ObLL4lpyIivgxcDXya8oz0rwEvA5brieenp/drTjv3yblNXUQ8HbiKct/uKuBzwLXArsDlkh7rtY/b5CLiMuALki6IiJ2AFwAHAZ/2duU+NRFxJrBC0hkRsQfwOmA/4FRKszW9tgH3qYmIL1F+J/8YeB/wTkk3DO8t7LkNuE9NRCwHrpB0bkScCvwAOBQ4RdJXhp9xG7exCecrTBIR8XJgkaRPqjxL/veA3YG7gcsi4jiAXjdk98m5zdwk/Rj4MPBJ4K8oB+bXA++S9NjwM132cZvZDX8Bfwnw84hYBJxGOYm0EvhiRBwLfbYB95mH7wA7Df++bPj+VOAdwN9ERHTcBtxnVlHWmdhY0hmSLgYuBD4YES8Z/bke24D71ETEbwMLgZuGlw4DNgYuAc6OiFPAbYaX3MYmmq8wSUTE7wALJN06/LXlAEnvH957JeWvdu9VpwHdJ+c2dfHEUwZ2AD4FHAU8jXIVxe2U9Uv+fDhx0BW3yUVZKX8J8Nzhn/dJOnB47zWUv4i/r+Ptyn0qhsu8TwZuBHaTdPTw+iLgs8DRkh5qN8K23Gd2EfEq4MFhf76A8ofGE4AtgD/q8VaKUe5TFxHHAy8GBDxX0kuH17cGTqFsV482HGIzbmPrk4WtBzCpJH135NubgVtGvn8BsH2vB57gPjVuUzfzFwNJK4e/IrweeA3lsXFnRMSxPZ4QALepkfSDiDiPcp/8w8CVI2/vADyv8+3KfSok/VdEXA28DXh2RBwFfBXYE9i6x5MBo9xndpKuG/n2cZUneJwKnAdcHhF/KOnuRsNrzn3mdAZlXZe7gLdExJaSfgjsAzyj8xMCbmPrDV9hMibKopyHA2uABZSFh7478v5vUv7au1TSt5sMsiH3yblN3dDnMEqfRZR1Xe6grPWyvaRtGg6vKbfJjWxXvxy+rpF018j7mwE3AEd1vF25zyxGtquZNlcMb70T2BJ4CrA58EFJt8z6H5li7pMb2hwBrKbsz6+TtHLs/WXARyTd32aU7bhPbmS7EvAo8A1Jd0bEeym3aF9DudL4TZK+02ygDbiNra98wmRMRHyWsiE/APw35R7wG4BPSXokIo4GtpL0kXajbMd9cm5Tl/T5MnARsJGkH0d5tNwvGg6zCbfJjbV5hNLmOuDMYbt6E7CdpBMbDrMZ98mNtVnFE9vVZ4CnAz+nrDf1YPofmWLuk5trfz78zDajJyd74j65WbarXYCrJH0iIg6hnIi8Q9KNDYfZhNvY+sonTEZEeXzeP0naafh+C8otFIcCD1EWYBSwgaQ1zQbaiPvk3Kau0ueNlB3nMkmrGg6xGbfJzWO7OhF4HG9X7jNmHtvVyT2egJzhPrl5bFen9fo7GdynptLmDcADkk5oOb6W3MbWZ35KztruBf41IpYCSHoA+BfKqt8vBvYa1hjodREr98m5TV3W53zKXxh2aze05twmN9d2tae3K/dJZG3Oo2xXr2w3tIngPrnadvUi+v6dDO5TU9uf7xoR+zQcW2tuY+stnzAZMSyIdxHwjog4KyIWS1ot6WbK2hP7j/xcd9wn5zZ1lT7fovQ5qOkAG3KbnLerOvfJzaPNgU0H2Jj75OZocx0d/04G96mZo801wAFtR9iO29j6zCdMxkj6KmXhoQeBcyPizCiPhj2GchDRNffJuU2d++TcJuc2de6Tc5s698m5TZ375Nwm5za2vvIaJomI2ATYjrJa/GpghaSz2o5qcrhPzm3q3CfnNjm3qXOfnNvUuU/ObercJ+c2Obex9Y1PmAAREZIUEUFZEf4XEfEKYEtJX4iIDYb7wLvkPjm3qXOfnNvk3KbOfXJuU+c+Obepc5+c2+TcxqZB97fkRMSC8o94ioqZVeE/Bfxw+Pduzyq5T85t6twn5zY5t6lzn5zb1LlPzm3q3CfnNjm3sWmxsPUAWoqIlwF/DDwGPBoR/w6cQ7lM7GZJ10OfC+aB+9S4TZ375Nwm5zZ17pNzmzr3yblNnfvk3CbnNjZNur4lZ9h4lwE/AjairND8FOAvJa0YfqbbS8XcJ+c2de6Tc5uc29S5T85t6twn5zZ17pNzm5zb2DTp9oRJRDwD+Iykg4fvNwa2BPYFdgQ+IuknDYfYlPvk3KbOfXJuk3ObOvfJuU2d++Tcps59cm6TcxubNj2vYfIA8HBEfD4ini7pMUl3AZcDWwBvbDu85twn5zZ17pNzm5zb1LlPzm3q3CfnNnXuk3ObnNvYVOn2hMlwCdjbKRv1xRFx9PD6PcAKYHHD4TXnPjm3qXOfnNvk3KbOfXJuU+c+Obepc5+c2+TcxqZNd7fkRMRmwAuBbSV9bnjtYOAIymViVwBvAPaSdGezgTbiPjm3qXOfnNvk3KbOfXJuU+c+Obepc5+c2+TcxqZVjydMlgM/AfYG7gUOG/4J8Gpgc+BWSSubDLAx98m5TZ375Nwm5zZ17pNzmzr3yblNnfvk3CbnNjatujphEhEHAO+T9Irh+1OA2yWd33Zkk8F9cm5T5z45t8m5TZ375Nymzn1yblPnPjm3ybmNTbPe1jDZHTgLICICuBp4d0QsGl5bGhEbNhxfa+6Tc5s698m5Tc5t6twn5zZ17pNzmzr3yblNzm1sanVxhcmw4QZlkaEAVmr4H4+IaygLE+0GvEvSbs0G2oj75Nymzn1ybpNzmzr3yblNnfvk3KbOfXJuk3Mb60EXJ0xmRMQmkn42/PtGkn4eEccBGwIHUi4l+2bTQTbkPjm3qXOfnNvk3KbOfXJuU+c+Obepc5+c2+TcxqbZwtYD+HWIiA9Qnvv97Ii4j7LRPjq8/W/AtcD5vW7I7pNzmzr3yblNzm3q3CfnNnXuk3ObOvfJuU3ObawLkqb6C3gRcBvwKmAX4CLgR8B7Rn7mZOC3Wo/VfSbry23cx23cxn0m58tt3Mdt3MdtJufLbfzVy9fU35ITEccAL5d01MhruwLLgG9IOj4ifkPSqmaDbMh9cm5T5z45t8m5TZ375Nymzn1yblPnPjm3ybmN9aKHp+Qsp6xJtPvMC5JuApYCW0TEMzvfkN0n5zZ17pNzm5zb1LlPzm3q3CfnNnXuk3ObnNtYF6b+hImkByj3z10aEWdExILh9e9TLh/bod3o2nOfnNvUuU/ObXJuU+c+Obepc5+c29S5T85tcm5jvZjaW3IiYjtge+A/JH0/IramPB98J+DzwLbAUyXt126U7bhPzm3q3CfnNjm3qXOfnNvUuU/ObercJ+c2Obex3kzlCZOI2Aq4BHgceBS4RNKFw3u7UhYpuoPyrPD7W42zFffJuU2d++TcJuc2de6Tc5s698m5TZ375Nwm5zbWo2k9YXIBZUM9KSL2Az4OHCrp1rYjmwzuk3ObOvfJuU3ObercJ+c2de6Tc5s698m5Tc5trEdTt4ZJRDwT2Ab4BwBJVwD/DBw0vL9dRCyJiGg3ynbcJ+c2de6Tc5uc29S5T85t6twn5zZ17pNzm5zbWK+m7oSJpHuB44CHRl6+gHJfHZQzodtoGi+tmQf3yblNnfvk3CbnNnXuk3ObOvfJuU2d++TcJuc21qtpvSUnZjbWiFgEbAKcDXwPeJmkJS3H15r75Nymzn1ybpNzmzr3yblNnfvk3KbOfXJuk3Mb69HC1gP4/zB6ZlPSamB1RNwHfADYs9nAJoT75Nymzn1ybpNzmzr3yblNnfvk3KbOfXJuk3Mb69FUnjBJnA38TNK1rQcyodwn5zZ17pNzm5zb1LlPzm3q3CfnNnXuk3ObnNvYVJvKW3IyEbGBpMdbj2NSuU/ObercJ+c2Obepc5+c29S5T85t6twn5zY5t7Fp1tUJEzMzMzMzMzOz+Zi6p+SYmZmZmZmZmf1f+YSJmZmZmZmZmdkYnzAxMzMzMzMzMxvjEyZmZmZmZmZmZmN8wsTMzMzMzMzMbMz/AEGzzrAs333zAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABFMAAAICCAYAAAADJoL5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAACKT0lEQVR4nOzdebhdVX3/8fcngRAgDCKggAKKICICasAJFcc6VbHFnwNqUVtKK1prtbWtA2qtUu1gWxWpVRwrFcWiomAVRFCEgMzixFARlHkIAUKS7++PsyPHy1373htOcgfer+c5zz17f/dae+3vGXLvylprp6qQJEmSJEnS5Myb7gZIkiRJkiTNJnamSJIkSZIkTYGdKZIkSZIkSVNgZ4okSZIkSdIU2JkiSZIkSZI0BXamSJIkSZIkTYGdKZKkWS3JZUmefg/reGKSH4+qTVozSY5I8rbpbofWvSQXJtlvutshSdJk2ZkiSVojSV6WZEmSpUmuSvL1JPtOd7vWRFV9t6oeunr7nnTQJNkxSXV5WdrV9ZbRtXZ26vJwW5JbktyY5HtJDknym99FquqQqnr3dLZTbUPv7bPH7N8yyfIkl02ynqOS/N3wvqp6eFWd3MV3T3JCkmuT1DjlT05y+9Bn7Mdj4k9LcnGSZUlOSrLDVK9VkqSJ2JkiSZqyJG8E/gX4e+B+wPbAh4EXTGOzZprNq2oRcADwtiTPmO4GzQC/W1WbADsA7wP+CvjPtX3SJOut7XOsa9N8TRsn2X1o+2XApSOs/07gv4HX9BxzaFUt6h7DHaFbAl8C3gZsASwBjh5h2yRJAuxMkSRNUZLNgHcBr62qL1XVrVV1Z1V9pare3B2zQZJ/SXJl9/iXJBt0sf2SXJHkL5Nc3Y1q2T/Jc5L8JMn1Sf5m6HyHJTkmydHdqIazk+zZaNu8JG9J8vMk1yX57yRbdLGPJDlm6NjDk3wrA/sluaLb/2kGnUNf6f7X+y+TfC3J68ac67wk+0+Ur6paAlwI7DVU9tVJfpTkhu5/4Hfo9ifJP3d5uak7x+6r857kU0muSXJ5kreuHtWR5KAkpyb5QFfnpUmePXS+V3XnuyXJJUn+eCi2+vX4i6HX41VD8Q2T/GN3zpu682zYxR7bjTC5Mcm5meQ0jaq6qaqOA14M/MHQNf5mxEKS+yT5ane9N3TPHzDUrgclOaW7pv9N8qEkn+liq0dQvCbJ/wHf7vZ/Icmvuus4JcnDh+o7KsmHMxhhtTTJaUnu3713b8hgpMMjJ3N9q1+PMfsqyUO6589JclHX9l8medPQcc9Lck7uGr2zx1DssiR/leQ84NZMX4fKp4E/GNp+JfCp4QOSPCyDESQ3ZjCF5/nd/oOBA4G/7PL8lW7/b0aDVdWPq+o/GXxupur3gAur6gtVdTtwGLBnkl3XoC5JkprsTJEkTdXjgIXAsT3H/C3wWAYdCHsC+wBvHYrfv6tjO+DtwH8ALwceDTwReHuSBw8d/wLgCwz+p/lzwJeTrD/OeV8P7A88GdgWuAH4UBf7C2CP7g/dJzL4X+8/qKrfmkZQVa8A/o/BKIpFVfUPwCe79gGQQWfOdsDxPTlYfexjgd2Bn3Xb+wN/w+CPvq2A7wL/1R3+TOBJwC7A5gw6G67rYv8GbAY8uLu+VwK/6fQAHgP8GNgS+AfgP5Oki10NPA/YtCvzz0keNVT2/l3d23V5+VCS+3SxDzB4XR7PIP9/CaxKsh3wNeDvuv1vAr6YZKuJcrJaVZ0BXMHgNR9rHvAJBqNYtgduA/59KP454Azgvgz+YH7FOHU8GXgY8Dvd9teBnYGtgbOBz445/v8xeJ9uCdwBfL87bkvgGOCfJnttE/hP4I+7UTq7c1dnz6OAjwN/zOC6Pgocl64jsvNS4LkMRj6tGFtx1wF3Y+Px4ake1/AZ4CVJ5id5GLAJ8IOhutcHvgKcyCDXrwM+m+ShVXUkg7z/Q/f5+t2pJG7IezOYBnTamE68hwPnrt6oqluBn3f7JUkaGTtTJElTdV/g2vH+kBtyIPCuqrq6qq4B3slv/7F7J/CeqroT+DyDP1Y/WFW3VNWFDP5Heo+h48+qqmO64/+JQUfMY8c57x8Df1tVV1TVHQz+yD4gyXpVtYxBh8g/Mfhj8HVVdcUkr/l/gJ2T7NxtvwI4uqqW95S5NsltDP4g/zDw5aE2vreqftTl8O+BvTIYnXIngz9MdwXSHXNVkvkMOlb+usvRZcA/8ts5vbyq/qOqVjLo/NmGwRQsquprVfXzGvgOgz9yhzsw7mTwet1ZVccDS4GHZjDy5dXAn1XVL6tqZVV9r8vty4Hjq+r4qlpVVd9kMKXiOZPM6WpXMuiM+S1VdV1VfbGqllXVLcB7GHSOkGR7YG/g7VW1vKpOBY4bp+7DupFTt3V1frzL3+r3xp4ZjLRa7diqOqsb0XAscHtVfarL6dHApEamTMKdwG5JNq2qG6pq9RokfwR8tKp+0OX6kww6dYbf6/9aVb9YfU1jVdUeVbV54/GnUz2u4QoGHXdPZzBC5VNj4o8FFgHv616fbwNfZdARNAp/xaBTcTvgSAajyHbqYouAm8YcfxODz5UkSSNjZ4okaaquA7acYIrBtsDlQ9uXd/t+U0f3ByoMRhwA/HoofhuDP4pW+8XqJ1W1isEfc8P1rbYDcOzq/2EHfgSs5K5OhTOAS4AwWJNhUro/vv8beHnXwfBSBlMd+mzZXcObgP2A1SNpdgA+ONTG67v2bNf90fnvDEbT/DrJkUk27epawN1zut3Q9q+G2ruse7oIIMmzk5yewRSqGxl0eGw5VPa6MZ1jy7qyWzLouPr5ONe3A/Ci4RENwL4MOnGmYjsGOfgtSTZK8tEMphfdDJwCbN51LG0LXD90nTD0HhlvXzeK4n0ZTAG7GbisCw3nYex7sO89eU/8PoPX4PIk30nyuG7/DsBfjMnpA/nt9/p41zkdPgUcxOCz8JkxsW2BX3Sf1dXGvl/XWNfZdEtV3dF1OJ3GXZ14SxmMwBq2KXDLKM4tSdJqdqZIkqbq+8DtDKbTtFzJ4A/D1bbv9q2pB65+0nVmPKBR3y+AZ4/5X/aFVfXLruxrgQ26sn/Zc7673UGEwWiPA4GnAcuq6vsTNbobXfCPDPK1+n/7f8FgisdwGzesqu91Zf61qh7NYFrCLsCbgWsZjGYYm9NfTtSGborIFxlM17lfVW3OYHpS+sp1ru3avtM4sV8Anx5zHRtX1fsmUe/qtu3N4A/sU8cJ/wXwUOAxVbUpg+lPdO2+CtgiyUZDxz+Quxt+HV/GYLrY0xlMadpxqL5RuxX4TduS3P+3GlV1ZlW9gMEUmC9zV8feLxiM2BrO6UZV9V/DxftO3K1PsrTxOGKqx/X4IoPpRpdU1eVjYlcCD8zQnZr47fdr7zWsgeKu1/FCBlMLAUiyMYP375qsvyJJUpOdKZKkKamqmxisc/KhDBaO3SjJ+t3oh3/oDvsv4K1Jtsrg7hpv5+7/ez0Vj07ye91omDcwmPpw+jjHHQG8J3ct6LpVkhd0z3dhsL7HyxlMj/nLJHs1zvdrBtMIfqPrPFnFYHrNRKNSxnpfd76FXRv/Ot3ipxksLPui7vneSR7TrTlxK4OOjJXdKJ7/7q5tk+763sjkcrqAQQfSNcCKDBamfeZkGt2NLPg48E9Jtu1Gdzyu66D5DPC7SX6n278wg8VsH9BfKyTZNMnzGEzx+kxVnT/OYZswGA1yYwaLCL9jqF2XM5hSdFiSBd3IjonW3tiEwfvmOgYdHX8/UTsnuIajkhzVCJ8LPDzJXt1rfthQuQVJDkyyWTdt7WYGo6dgsHbQId17IEk2TvLcJJOeolKDWwwvajwOmepxPee5FXgq8IfjhH/A4P37l913w34MXp/Pd/G7fb6Gdde+kMF7l+69tXoB682799zCJOslOZBBR9sJXfFjgd2T/H5Xx9uB86rq4omuSZKkqbAzRZI0ZVX1Twz+mH8rgz/SfwEcyl3rgvwdgz92zwPOZ7CI59/dg1P+D4M1Q25g0BHye90fomN9kMHaGScmuYVBh8tjuk6YzwCHV9W5VfVTBovAfjq/vbjnau9l0Bl0Y4butMJgasMjmHrH0Ne6tv9RVR0LHA58vptucgGw+s47mzL4g/oGBtMirmMwogQGi3jeymCa0qkMFmD9+EQn7tYbeT2DzpgbGIzQGG99kZY3MXgNz2QwHedwYF5V/YLBSI+/4a73wJvp/93iK93r8gsGixT/E7+9iO6wfwE2ZDA65nTgG2PiBzJYDPk6Bu+toxl0lrR8ikFOfwlcxPidcVPxQAbTS+6mqn7C4I5X/wv8lLuPvHkFcFn3+h9Ct7hxDe789EcMpnrdwGDR4oPuYTvXmqpaUlV3mwJWg7WEns/gfX0tgzWDXjnUofGfDNaMuTHJl8epegcGHWmrR5PcxmCNFhhMl/s7Bu+5axl8Lvavqh93576GwTSq9zDI4WOAl9yzK5Uk6e5SNeqRlpIkjU6Sw4CHVNXLJzp2HbTllcDBVbXvdLdFvy3J0cDFVfWOCQ++5+dawGD0yR6NTj1JkjTHOTJFkqRJ6Nbn+FMGdw/RNOumRO2UZF6SZzEYJfPldXHu7g41D7MjRZKkey87UyRJmkCS32EwreDXDKbXaPrdHziZwd1b/hX4k6r64bS2SJIk3Ws4zUeSJEmSJGkKHJkiSZIkSZI0BetNdwPUtlG2rM3ZcbqboWm0cv12bMWCduzOhe0RZ6t6ulCX3WdFM7b1Jrc1YzfcvrBdKVA3t79q5rdPyWZXtxubnkF1fbnp05dvgFVpx+avbMfm9Vzjqp5v4b7Xcd6d7cYs23xVu1Jg/TvaZef1XEefhUt76uy5/r7XfyLV83qsmr9msXk9qev77PS9H/tiAMv7Pj4917hez31r1rQ9fa//iok+H3157am37z3QV67v9Z8o5336rqPPyp7P8pq2p7fcBHX2fZ+t6b8Rfa/Hej3fSRvc2i4nSfd2V3HWtVW11XS3Y214VlLXjqius+CEqnrWiKobCTtTZrDN2ZGDWTLdzdA0unHL9i+8Vz+4HfvVQ9q/8d6+cbvcD3//hmbswKec34x9+eKHNGMAd564ZTO26fXtv1ye88H2X5l9v9Rfu0Nvc5pu3rq/E2L5hu3YRje1/5DY9Op2bOl926/HlQ9tX+Sm17T/4jnjucuaMYBtL2n3NvVdR59dvt/+y23Tq9vlNr2mfb5V8/v/Wuz7o3fZZj2xzduxhUvbsdsXtWO9f2Qub8cArty1/b7ru8atL2m/B/ras6DdL8rCW9qxG7dpxwCWbd5+vTa6se/z0dOentdjTTtvJtL3Ovedc+l927G+90BfnX3l+jrTAG7cpue7pec91/dvxEY3t1/HLX7Zfj8++My+Dtw1+86RpLnineTy6W7D2nItjOyv2UD7D4ppYmeKJEmSJEkavfkjWllkZf9/ek4H10yRJEmSJEmaAkemSJIkSZKk0Qowf0TTOe/BFN61xc4USZIkSZI0YhndNJ8Z2JviNB9JkiRJkqQpcGSKJEmSJEkarQDrzd27ttmZIkmSJEmSRiuMcJrPzDMnrizJ0nV4rs2T/OnQ9rZJjllX55ckSZIkSdNrTnSmjFqSvhE7mwO/6Uypqiur6oC13ihJkiRJkmaT+RnNYwaadZ0pSb6c5KwkFyY5eGj/PyY5O8m3kmzV7Xt9kouSnJfk892+Lbo6zktyepI9uv2HJTkyyYnAp5IclOR/knwjyY+TvKM71fuAnZKck+T9SXZMckFXx8Ikn0hyfpIfJnlKt/+gJF/q6vppkn9YhymTJEmSJGndSnc3n1E8ZqDZuGbKq6vq+iQbAmcm+SKwMXB2Vf1FkrcD7wAOBd4CPKiq7kiyeVf+ncAPq2r/JE8FPgXs1cUeDexbVbclOQjYB9gdWNad62tdnbtX1V4ASXYcattrAarqEUl2BU5MsksX2wt4JHAH8OMk/1ZVvxh7cV0H0cEAm7H9mmdJkiRJkiStFTOzi6ff65OcC5wOPBDYGVgFHN3FPwPs2z0/D/hskpcDK7p9+wKfBqiqbwP3TbJZFzuuqm4bOtc3q+q6bt+XhuptGa77YuByYHVnyreq6qaquh24CNhhvAqq6siqWlxVizdiqwlOJ0mSJEnSDLR6Ado5OjJlZraqIcl+wNOBx1XVnsAPgYXjHFrdz+cCH2Iw4uSsbi2U8SZcrT7+1sb+1vbdmtgTu2Po+Upm56ggSZIkSZImxzVTZozNgBuqalk3jeax3f55wOpFYF8GnJpkHvDAqjoJ+EsGC8cuAk4BDoTfdM5cW1U3N873jG6NlQ2B/YHTgFuATRrHD9e9C7A98OM1uVBJkiRJkjQzzbbREd8ADklyHoNOitO7/bcCD09yFnAT8GJgPvCZbgpPgH+uqhuTHAZ8oqtjGfAHPec7lcG0nYcAn6uqJQBJTusWnf06g5Evq30YOCLJ+QymFR3UrdcygkuXJEmSJGmWWL0A7Rw1qzpTquoO4NnjhBZ1P982Zv/d1jipquuBF4yz/7Bx6r26qg4d59iXjdm1e7f/duCgcY4/CjhqaPt545xLkiRJkqS5Y4ZO0RmFudtNJEmSJEmStBbMqpEp69LY0SSSJEmSJGmSAqw3d8dv2JkiSZIkSZJGKzP3TjyjMHe7iSRJkiRJktYCR6ZIkiRJkqTR824+kiRJkiRJkxTsTJE0PRbe0o5teXl7/uGKBe0vrZNfemszNv/qBc3Yua98cjO27T/+tBkDePWfHtuMverzX20XvOm/m6H66quasb97zgubsX/5waObsT2P2KrdFmCX763ZV+an/u7GZmybR9zUjK1Y0X4dl97absuGSzbtbc//PfSOZmzT6+c3Y7dvXM3Ybt9ZvxlbcFtvc5pWtN+OACzfsB27dsd2W89+dvv6f/3c65uxv3/Uyc3YH/3nMc3Yp1/1gmYM4JXffF4z9sjvLGrGbrx/+7Xq85AftN87yzZrl5u3sr/ebX+0ZnOi11u+RsW4eet2bOkW7dd/veX97fz60Vc0YwsXtJNw8EN/2IxdUe3E/se3d2/GvrTPF5qxje7sT9w+57e/l09+1MObsb+85lnN2Gb/9MB2e25q5/XGbdqxRde1XyuABbfN3bn2kqTZzc4USZIkSZI0WnN8AVo7UyRJkiRJ0ujN4Wk+c/fKJEmSJEmS1gJHpkiSJEmSpNEKTvORJEmSJEmavDjNR5IkSZIkSQOOTJEkSZIkSaPlNB9JkiRJkqQpCE7zmQuS7JXkOUPbz0/yljWsa/8kuw1tvyvJ00fRTkmSJEmSNLPdm0am7AUsBo4HqKrjgOPWsK79ga8CF3V1vf2eN0+SJEmSpDlkDk/zmbEjU5J8OclZSS5McnC3b2mSw7v9/5tknyQnJ7kkyfO7YxYm+USS85P8MMlTkiwA3gW8OMk5SV6c5KAk/55ksySXJZnXld8oyS+SrJ/kj5KcmeTcJF/sYo8Hng+8v6trpyRHJTmgK/+07rznJ/l4kg26/ZcleWeSs7vYrtORV0mSJEmS1rp0d/MZxWMGmpmtGnh1VT2awWiS1ye5L7AxcHK3/xbg74BnAC9k0FkC8FqAqnoE8FLgkwyu8+3A0VW1V1UdvfokVXUTcC7w5G7X7wInVNWdwJeqau+q2hP4EfCaqvoegxEtb+7q+vnqupIsBI4CXtydfz3gT4au6dqqehTwEeBN4110koOTLEmyZBnXTD1rkiRJkiRprZrJnSmvT3IucDrwQGBnYDnwjS5+PvCdrtPjfGDHbv++wKcBqupi4HJglwnOdTTw4u75S7ptgN2TfDfJ+cCBwMMnqOehwKVV9ZNu+5PAk4biX+p+njXU3t9SVUdW1eKqWrwRW01wOkmSJEmSZqh1ODIlybOS/DjJz8ZbHzXJC5Kc180wWZJk36HYZd0MknOSLJnM+WbkmilJ9gOeDjyuqpYlORlYCNxZVdUdtgq4A6CqViVZfS1rMinrOOC9SbYAHg18u9t/FLB/VZ2b5CBgv4maPkH8ju7nSmZo7iVJkiRJusfW4a2Rk8wHPsRg5soVwJlJjquqi4YO+xZwXFVVkj2A/waGl994SlVdO9lzztSRKZsBN3QdKbsCj51C2VMYjCIhyS7A9sCPGUwL2mS8AlW1FDgD+CDw1apa2YU2Aa5Ksv7qOjutui4GdkzykG77FcB3ptB2SZIkSZI0NfsAP6uqS6pqOfB54AXDB1TV0qHBGRsDxT0wUztTvgGsl+Q84N0MpvpM1oeB+d3UnKOBg6rqDuAkYLfVC9COU+5o4OXcNcUH4G3AD4BvMugoWe3zwJu7hWZ3Wr2zqm4HXgV8oTv/KuCIKbRdkiRJkqTZb7QL0G65em3R7nHwmLNtB/xiaPuKbt+YJuWFSS4Gvga8eihUwIndzW7G1j2uGTnVpOv8ePY4oUVDxxw2psyi7uftwEHj1Hk9sPeY3UcNxY9hzDSdqvoIg8Vix9Z1GrDb0K6DhmLfAh45Tpkdh54vYeIpQ5IkSZIkzV6jm+ZzbVUt7omPd6K7jTypqmOBY5M8icHAjad3oSdU1ZVJtga+meTiqjqlr0EzdWSKJEmSJEmarcK6XID2CgY3rlntAcCVrYO7jpKdkmzZbV/Z/bwaOJbBtKFedqZIkiRJkqTZ7Exg5yQPSrKAwV16jxs+IMlDkqR7/ihgAXBdko2TbNLt3xh4JnDBRCeckdN8JEmSJEnSLJass7v5VNWKJIcCJwDzgY9X1YVJDuniRwC/D7wyyZ3AbcCLuzv73I/B1B8Y9JF8rqq+MdE57UyRJEmSJEmjN7kpOiNRVccDx4/Zd8TQ88OBw8cpdwmw51TP5zQfSZIkSZKkKXBkiiRJkiRJGq2wzqb5TIdU3e1uQZohts3iOpgl090MTaNlm7U/n0vvu2Z13r6oXefWl7S/7L70N7c1Yzc87Ybec973xPs0Y6vmt8s99tiFzdgDLmi3db3lvc1pWr7hmpWbqOyqnm7rjW5sx+atXNNY/z9aq+a33wO3L2qGWLGgt9qmhUvbsQW3tdt67Q79/z5d/eBVzdg1X/hRM/Y3877VjH18w8c2Y8ec8uBmbM8TN23G9vjm+s0Y9H8GNrpp9O/z9e5ox1Zs0I71vTcAbt66/XotaH99sMUV7WtcsKxd7oKntz8EP3jT1c3YwoU9Hx7grY84rRl7w0lPbcYedHo7QVte0f4SuOix7eRsuNfNzdgWm/W/Aa6+rv39eb8vb9GM7fGt9ptg6Rbt1/hXO61oxnY5vf0Z2PKy/u+rTa+Zu7+ESxLAO8lZE9zyd9ZavOXGteQFu46krnz87BmXJ6f5SJIkSZIkTYHTfCRJkiRJ0mjN8Wk+dqZIkiRJkqTRCuv0bj7r2ty9MkmSJEmSpLXAkSmSJEmSJGnEMqdHptiZIkmSJEmSRivAvLm7Zsrc7SaSJEmSJElaCxyZIkmSJEmSRs9pPrNfkv2Bn1TVRdPdFkmSJEmS5rQ5fmvkudtNdHf7A7tNdyMkSZIkSdLsNqs7U5J8OclZSS5McnC3b+lQ/IAkRyV5PPB84P1JzkmyU5K9kpye5Lwkxya5T1fm5CSHJzkjyU+SPLHbvzDJJ5Kcn+SHSZ7S7T+oa8dXklya5NAkb+yOOT3JFt35zh5q185JzlqXuZIkSZIkad3p7uYziscMNDNbNXmvrqpHA4uB1ye573gHVdX3gOOAN1fVXlX1c+BTwF9V1R7A+cA7hoqsV1X7AG8Y2v/arq5HAC8FPplkYRfbHXgZsA/wHmBZVT0S+D7wyu58NyXZqzv+VcBR47U1ycFJliRZsoxrppQMSZIkSZJmhNXTfEbxmIFme2fK65OcC5wOPBDYeTKFkmwGbF5V3+l2fRJ40tAhX+p+ngXs2D3fF/g0QFVdDFwO7NLFTqqqW6rqGuAm4Cvd/vOHyn8MeFWS+cCLgc+N17aqOrKqFlfV4o3YajKXI0mSJEmS1qFZuwBtkv2ApwOPq6plSU4GFgI1dNjCu5eclDu6nyu5K0d93WF3DD1fNbS9aqj8FxmMcvk2cFZVXbeGbZMkSZIkaeabN9vHb7TN5ivbDLih60jZFXhst//XSR6WZB7wwqHjbwE2Aaiqm4AbVq+HArwC+A79TgEOBEiyC7A98OPJNraqbgdOAD4CfGKy5SRJkiRJmnUyoik+TvMZuW8A6yU5D3g3g6k+AG8BvspgBMhVQ8d/HnhztzDsTsAfMFiQ9jxgL+BdE5zvw8D8JOcDRwMHVdUdE5QZ67MMRs6cOMVykiRJkiRphpi103y6joxnN8LHjHP8adz91siPHee4/YaeX0u35kk3suSgcY4/iqHFZKtqx1aMwborH6+qlY12S5IkSZI0+4UZeyeeUZi1nSmzTZJjgZ2Ap053WyRJkiRJWutm6BSdUbAzZR2pqhdOfJQkSZIkSZrp7EyRJEmSJEmjlczpu/nYmSJJkiRJkkZvDk/zmbvdRJIkSZIkSWuBI1OkWermrWuNyl30xOXN2OZXz2/Gdv/OBs3YRsdt03vO7c9dsx7pZZu3Yzdv3Y7duE07N4uua7dlwW397Vm+YTu2cGl/2TWpc1X75WC99svI7Zv0vzeu3aEdX7ZZOzav5z5kW17e7pvva2tfzn+186p2ELjgye270//1Jmc3Y8/4yDebsdNf/+Bm7Imfe1QztseJ7X9ON79qZv2PzIoF7dd4xYJ2uQXL+uvtu86+907fe2Deynadex3f/oA8eEn7O+mCp65onxD42X9u2Yzd8ZnfaRd83I7N0El/8qRm7L83b7+vTr70gc3Y9Tf1vFjAsmXt/Kz/x79oxi5/fTs/p5+zVTP2jCPv04z1vTc2vWZmfT4kSSPk3XwkSZIkSZKmaN7c7TSfu91EkiRJkiRJa4EjUyRJkiRJ0mglTvORJEmSJEmaEqf5SJIkSZIkCRyZIkmSJEmSRs27+UiSJEmSJE1FnOYjSZIkSZKkAUemjJFkf+AnVXXRdLdFkiRJkqRZaY5P85m7V7bm9gd2m+5GSJIkSZI0q83LaB4z0IzrTEnyyiTnJTk3yaeT7JDkW92+byXZvjvuqCQfSXJSkkuSPDnJx5P8KMlRQ/UtTfKPSc7uym/V7d8pyTeSnJXku0l2TfJ44PnA+5Oc0x1zt+OGzv+vSb7Xnf+AoXP+ZZLzu2t4X+t86zCtkiRJkiRpRGbUNJ8kDwf+FnhCVV2bZAvgk8CnquqTSV4N/CuD0SMA9wGeyqAD5CvAE4A/BM5MsldVnQNsDJxdVX+R5O3AO4BDgSOBQ6rqp0keA3y4qp6a5Djgq1V1TNemb409rjsnwDbAvsCuwHHAMUme3bXvMVW1rLsGxjvfUD2SJEmSJM0dyZye5jOjOlMYdC4cU1XXAlTV9UkeB/xeF/808A9Dx3+lqirJ+cCvq+p8gCQXAjsC5wCrgKO74z8DfCnJIuDxwBeS3wwZ2mBsYyZx3JerahVwUZL7dfueDnyiqpYNXcOkzted82DgYIDN2H68QyRJkiRJmvlm6BSdUZhpnSkBaoJjhuN3dD9XDT1fvd26tmIwvenGqtprgnNNdNzwOTP0c+w1TPZ8VNWRDEaxsG0WT5QLSZIkSZLu9ZI8C/ggMB/4WFW9b0z8BcC7GfQXrADeUFWnTqbseGbamJtvAf8vyX0Buiky3wNe0sUPBE6dYp3zgNXrmbwMOLWqbgYuTfKi7jxJsmd3zC3AJgATHNdyIvDqJButvoY1rEeSJEmSpNlp9d18RvGY6FTJfOBDwLMZ3FDmpUnG3ljmW8Ce3SCHVwMfm0LZu5lRnSlVdSHwHuA7Sc4F/gl4PfCqJOcBrwD+bIrV3go8PMlZDKYRvavbfyDwmu48FwIv6PZ/Hnhzkh8m2annuNY1fIPB+ilLkpwDvGmC80mSJEmSNMeM6E4+k5sqtA/ws6q6pKqWM/i7/rf+5q6qpVW1evbHxtw1o2TCsuOZadN8qKpPMlh0dtjdFmqtqoOGnl8G7D5erNt+G/C2MfsuBZ41Tr2ncfdbI4933NhzLBp6/j7gfWPi455PkiRJkiTdI9sBvxjavgJ4zNiDkrwQeC+wNfDcqZQda0aNTJEkSZIkSXNAgHnzRvOALZMsGXocPM7ZxrrbGqRVdWxV7crgDrzvnkrZsWbcyJRRGx4xIkmSJEmS1pH5I7ubz7VVtbgnfgXwwKHtBwBXtg6uqlOS7JRky6mWXc2RKZIkSZIkaTY7E9g5yYOSLGBwE5vjhg9I8pAk6Z4/ClgAXDeZsuOZ8yNTJEmSJEnSOpasnqKz1lXViiSHAicwuL3xx6vqwiSHdPEjgN8HXpnkTuA24MXdgrTjlp3onHamSJIkSZKk0ZvcnXhGoqqOB44fs++IoeeHA4dPtuxEnOYjSZIkSZI0BY5MkWawjW5q9+Q+5PR27OoHtxef3ufLGzRjKxa02/Ltg5Y1Y9ff7852QWD5Bu32POVZlzdj+YPdm7H/e3j7nNtfuH4ztuXl85uxZZs1QxO6ctdVzdi8le3Xatlm7XILbmuXm7ey3ZaFS/v/B2DrS3rqXdGOrbe8XWdfexbc1tucpi0v7+/v3/X77ffya77+3GbssKc/uRm76ZObN2NP/792e27vWer8ske2X2Poz13fe2fR9e1yC9of197vlb7XeCKr5k+46P06s9GN7diO57S/AwD++/yHNmOLj3hdM7br1e116t6+8neasRzykGZsu9vbr9WL/qv/V7iLn9R+333/X9rfn294xBnN2Euedn4z9vdbP74ZW/TGbZuxza/q/5z3fQYkSTNcGOUCtDOOnSmSJEmSJGn01tGaKdPBzhRJkiRJkjRaCavW4Zop69rc7SaSJEmSJElaCxyZIkmSJEmSRqqAVU7zkSRJkiRJmjyn+UiSJEmSJAlwZIokSZIkSRqxSlg5f+6O37AzRZIkSZIkjZzTfGawJIcledMUjl/a/dw2yTFreM6Dkmw7tP2xJLutSV2SJEmSJGl2udeOTKmqK4ED1rD4QcAFwJVdXX84omZJkiRJkjT7BWoO381nVl5Zkr9N8uMk/ws8tNu3U5JvJDkryXeT7Nrtf1CS7yc5M8m7h+rYMckF3fP5ST6Q5Pwk5yV5Xbf/7V25C5IcmYEDgMXAZ5Ock2TDJCcnWdyVeWlXzwVJDh8639Ik70lybpLTk9xvnSVMkiRJkqR1aHBr5IzkMRPNus6UJI8GXgI8Evg9YO8udCTwuqp6NPAm4MPd/g8CH6mqvYFfNao9GHgQ8Miq2gP4bLf/36tq76raHdgQeF5VHQMsAQ6sqr2q6rahtm0LHA48FdgL2DvJ/l14Y+D0qtoTOAX4o8b1HZxkSZIly7hmsmmRJEmSJEnryKzrTAGeCBxbVcuq6mbgOGAh8HjgC0nOAT4KbNMd/wTgv7rnn27U+XTgiKpaAVBV13f7n5LkB0nOZ9BB8vAJ2rY3cHJVXdPV9VngSV1sOfDV7vlZwI7jVVBVR1bV4qpavBFbTXA6SZIkSZJmoIxmVMpMHZkyW9dMqTHb84Abq2qvSR4/VsYek2Qhg9Eti6vqF0kOY9BpM1E9LXdW1epzrGT25l6SJEmSpF6DaT6zcfzG5MzGKzsFeGG3VskmwO8Cy4BLk7wIoFvbZM/u+NMYTAsCOLBR54nAIUnW68pvwV0dJ9cmWcRvL1Z7C7DJOPX8AHhyki2TzAdeCnxnTS5SkiRJkiTNTLOuM6WqzgaOBs4Bvgh8twsdCLwmybnAhcALuv1/Brw2yZnAZo1qPwb8H3BeV/5lVXUj8B/A+cCXgTOHjj8KOGL1ArRDbbsK+GvgJOBc4Oyq+p97cLmSJEmSJM1KTvOZYarqPcB7xgk9a5xjLwUeN7Trfd3+y4Ddu+crgDd2j+GybwXeOk6dX2TQkbPafkOxzwGfG6fMoqHnxwDHjNN+SZIkSZJmvUpYmVk3fmPS5u6VSZIkSZIkrQWzcmSKJEmSJEma2WbqFJ1RsDNFkiRJkiSN3FzuTHGajyRJkiRJ0hQ4MkWSJEmSJI1UBWre3B2/YWeKJEmSJEkasZl7W+NRSFVNdxvUsG0W18Esme5maBZaNb/9uV41f83qXLGgHZu3cs3qvCf1rmlsveXtL/S+vAHcvqgntklv0TWy0Y3t2ILbRn++icxbObP+Mex7vfreV2tqTd9zE33m+utd8/frmuhr60TXsabfLWvjs3xP3L6ondcrdm/HTj5wWTO2/Y/ab8hrH7CiGdv38wubsW0vXvPrX75hO7be8nZsTT9Xfd9XE/37MdO+dyRp1N5JzqqqxdPdjrVhj4dvU189+g9GUtcOjzh8xuXJkSmSJEmSJGm0Aquc5iNJkiRJkjQ5BazK3B1hOHe7iSRJkiRJktYCR6ZIkiRJkqSRm8sL0NqZIkmSJEmSRqqSOb1myty9MkmSJEmSpLXAkSmSJEmSJGnkVs7hBWjtTJEkSZIkSSNVzO1bI8/dK5MkSZIkSVoLZmRnSpK9kjxnaPv5Sd6yFs6zdArHHpXkgCnWf0iSV069ZZIkSZIkzWahMprHTDRTp/nsBSwGjgeoquOA46azQS1J5lfVyvFiVXXEum6PJEmSJEnTLnP71sgjGZmS5OVJzkhyTpKPJpmfZGmSw5OcleR/k+yT5OQklyR5flduYZJPJDk/yQ+TPCXJAuBdwIu7+l6c5KAk/96V2SHJt5Kc1/3cvtt/VJJ/TfK97hwHdPsXdced3Z3nBZO8piT59yQXJfkasPVQ7LIkb09yKvCiJH+U5Mwk5yb5YpKNuuMOS/Km7vnJXT7OSPKTJE9snPfgJEuSLFnGNWv6kkiSJEmSpLXkHnemJHkY8GLgCVW1F7ASOBDYGDi5qh4N3AL8HfAM4IUMOksAXgtQVY8AXgp8smvT24Gjq2qvqjp6zCn/HfhUVe0BfBb416HYNsC+wPOA93X7bgdeWFWPAp4C/GMyqXFCLwQeCjwC+CPg8WPit1fVvlX1eeBLVbV3Ve0J/Ah4TaPO9apqH+ANwDvGO6CqjqyqxVW1eCO2mkQzJUmSJEmaWQpYlXkjecxEo5jm8zTg0cCZXR/FhsDVwHLgG90x5wN3VNWdSc4Hduz27wv8G0BVXZzkcmCXCc73OOD3uuefBv5hKPblqloFXJTkft2+AH+f5EnAKmA74H7AryY4z5OA/+qm8FyZ5Ntj4sOdPLsn+Ttgc2ARcEKjzi91P8/irhxIkiRJkjTnOM2nX4BPdqNI9qqqh1bVYcCdVVXdMauAOwC6zo71hsreUzX0/I4x7YLBKJmtgEd3I2d+DSxcg7rHunXo+VHAod0Im3f21L+6fSuZuevVSJIkSZI0qyR5VpIfJ/nZeDewSXJgt1zIed3yIHsOxS7rlgU5J8mSyZxvFJ0p3wIOSLJ114gtkuwwybKnMOjsIMkuwPbAjxlMC9qkUeZ7wEu65wcCp05wjs2Aq7tRMU8BptK2l3Trv2zDYIpQyybAVUnW79okSZIkSdK9V8KqET0mPlXmAx8Cng3sBrw0yW5jDrsUeHK3ZMi7gSPHxJ/SDRBZPJnLu8ejI6rqoiRvBU5MMg+4k24tlEn4MHBEN/VnBXBQVd2R5CTgLUnOAd47pszrgY8neTNwDfCqCc7xWeArXe/SOcDFk2zbscBTGUxR+gnwnZ5j3wb8ALi8O77VESRJkiRJ0pxXwMp562y9k32An1XVJQBJPg+8ALjoN+2p+t7Q8acDD7gnJxzJVJNukdixC8UuGoofNub4Rd3P24GDxqnvemDvMbuP6mKXMejkGFvmoDHbq89xLYN1VsZr96Lx9nexAg5txHYcs/0R4CPjHHfY0PP9hp5fi2umSJIkSZI0GVuOmX5zZFUNjyzZDvjF0PYVwGN66nsN8PWh7WIwQKSAj46pe1yu2yFJkiRJkkZuMlN0JunaCabfjHeicddA7Zb/eA2DG+Ks9oSqurJbvuSbSS6uqlP6GnSv70xJ8ggGdwUadkdV9fViSZIkSZKkhsGtkdfZ3XyuAB44tP0A4MqxByXZA/gY8Oyqum71/qq6svt5dZJjGUwbsjOlT1WdD+w13e2QJEmSJElr5Exg5yQPAn7J4KY1Lxs+IMn2wJeAV1TVT4b2bwzMq6pbuufPBN410Qnv9Z0pkiRJkiRpxBJqHS1AW1UrkhwKnADMBz5eVRcmOaSLHwG8Hbgv8OEMRsys6KYO3Q84ttu3HvC5qvrGROe0M0WSJEmSJI3cOpzmQ1UdDxw/Zt8RQ8//EPjDccpdAuw51fPZmSLNYCsWjLtmEgA/e2w7du32K5uxG++3qhmb1y7G9he0vy42v6q/x3npfdttfcAF7S/YFQt6q21acFtftN2W25v397pn+vLad43LNm/Hlm+4ZuebSH/Zdu7WW94uteC2NftH9Fc7t883iLffy32fnb7PwC7fb7/P+67j9kXt833ubTc2YwBPeNLdpvP+xpILt2zG7ntW+w27739v1IwtWNZuy4oNemITfB7X9H23xRXtvPbVufCW/vdHy+2b9MeP/Jcbm7FnPOfSZuwdC3/UjC1acUcz9u83jXvDQQBu/vYuzdi8lf2fqy0vb8f68rpqfjvW9zlf0+9rSZJmKztTJEmSJEnSSK3jBWjXOTtTJEmSJEnSyM3lzpR1sxqMJEmSJEnSHOHIFEmSJEmSNFKVsCpzd/yGnSmSJEmSJGnknOYjSZIkSZIkwJEpkiRJkiRpxApYOW/ujkyxM0WSJEmSJI3WHF8zZe5eGZDkkCSvnO52DEtyUJJtp7sdkiRJkiStTZWM5DETzemRKVV1xHS3YRwHARcAV05zOyRJkiRJ0hqYdSNTkrw8yRlJzkny0STzkyxN8p4k5yY5Pcn9umMPS/Km7vleXey8JMcmuU+SnZKcPVT3zknO6p5fluTvk3w/yZIkj0pyQpKfJzlkqMybk5zZ1fvObt+OSX6U5D+SXJjkxCQbJjkAWAx8tmv/husyd5IkSZIkrQsFrCIjecxEs6ozJcnDgBcDT6iqvYCVwIHAxsDpVbUncArwR+MU/xTwV1W1B3A+8I6q+jlwU5K9umNeBRw1VOYXVfU44Lvd/gOAxwLv6trzTGBnYB9gL+DRSZ7Uld0Z+FBVPRy4Efj9qjoGWAIcWFV7VdVt41zjwV3nzZJlXDOl/EiSJEmSNFOsSkbymIlm2zSfpwGPBs7MIKEbAlcDy4GvdsecBTxjuFCSzYDNq+o73a5PAl/onn8MeFWSNzLoqNlnqOhx3c/zgUVVdQtwS5Lbk2wOPLN7/LA7bhGDTpT/Ay6tqnOG2rTjZC6wqo4EjgTYNotrMmUkSZIkSdK6M9s6UwJ8sqr++rd2Jm+qqtUdDyuZ2nV9EXgH8G3grKq6bih2R/dz1dDz1dvrde15b1V9dEx7dhxz/EoGHT+SJEmSJN0LeDefmeRbwAFJtgZIskWSHSYqVFU3ATckeWK36xXAd7rY7cAJwEeAT0yxPScAr06yqGvPdqvb1uMWYJMpnkeSJEmSpFmjcJrPjFFVFyV5K3BiknnAncBrJyrW/fwD4IgkGwGXMFgfZbXPAr8HnDjF9pzYrePy/W7a0VLg5QxGorQc1bXjNuBx462bIkmSJEmSZq5Z1ZkCUFVHA0eP2b1oKH4McEy3eV/g8m7/OQwWjx3PvsDHq+o3nSBVtePQ86MYWph2TOyDwAfHqXP3oWM+MPT8iwymFkmSJEmSNDcFVs7QUSWjMOs6UyYrybuBxwCHTXDcscBOwFPXQbMkSZIkSZrzVk/zmavmbGdKVb0NeNskjnvhOmiOJEmSJEmaI+ZsZ4okSZIkSZouYdWsu+fN5NmZIkmSJEmSRq7m8DSfudtNJEmSJEmStBY4MkWSJEmSJI2UC9BKmjbrLW9/+exyWrvcAy5of7Rv36Rd7oKnrmjGrnhYO3bZnu06Abbvac/1D2iX67v+Rde1y/XVOW9lO7bFFe3YRBYubceWb9iOrViwZrErHr6qGVtwW/8/Wptf1Y7fuE01Y1tf0i63YFnfGdt19rX1/j/tv477/3R+b7xl+Ybt9ty4Tbvcec+4sxm7bPflzdhDzut5AwA7vHu3ZmzPX63ZZ6DPqp609X0++t6PE9W7bPP+si3z2l87LL1vO7bp1e3YRjf2n/Op/9X+kvzBDTs3Y7/4eft1vHKn9ntns6dc245t1n6v3rxVT3KAa3doDz5euLT9vur7frhy1/YbZFlPW/vsdnL/r6L35HtZkjT9VjF3O1Oc5iNJkiRJkjQFjkyRJEmSJEkjVYRVmbvjN+xMkSRJkiRJI+c0H0mSJEmSJAGOTJEkSZIkSSNW8W4+kiRJkiRJU7LSaT6SJEmSJEkCR6ZIkiRJkqQRG9zNx5Epk5ZkxyQvG3W9jXMdleSAdXEuSZIkSZI0eUVG8piJ1sY0nx2BKXWmJJm/Ftox0TnX2aicdXkuSZIkSZK0dk2qMyXJy5OckeScJB9NMj/J3knOS7IwycZJLkyyO/A+4IndsX/eHfv+JGd2x/9xV+d+SU5K8jng/G775CTHJLk4yWeTwZigJG/vyl+Q5MjV+3vae3KSf0nyva7MPt3+w7ryJwKfSrJVki92dZ+Z5AndcU/u2n9Okh8m2STJNklO6fZdkOSJ3bFLh857QJKjuudHJfmnJCcBhyfZKck3kpyV5LtJdp3aSyVJkiRJ0uyxKvNG8piJJhwxkeRhwIuBJ1TVnUk+DBxYVZ9Kchzwd8CGwGeq6oIkbwHeVFXP68ofDNxUVXsn2QA4revMANgH2L2qLk2yH/BI4OHAlcBpwBOAU4F/r6p3dfV9Gnge8JUJmr5xVT0+yZOAjwO7d/sfDexbVbd1HTn/XFWnJtkeOAF4GPAm4LVVdVqSRcDtwMHACVX1nm4kzUYT5Q7YBXh6Va1M8i3gkKr6aZLHAB8GnjpOvg/uzsVmbD+JU0iSJEmSNLMUsGqGTtEZhclMP3kagw6IM7sBIRsCV3exdwFnMuhseH2j/DOBPYbWNtkM2BlYDpxRVZcOHXtGVV0BkOQcBlOGTgWekuQvGXRgbAFcyMSdKf8FUFWnJNk0yebd/uOq6rbu+dOB3YYGumyaZBMGHTn/lOSzwJeq6ookZwIfT7I+8OWqOmeC8wN8oetIWQQ8HvjC0Lk2GK9AVR0JHAmwbRbXJM4hSZIkSZLWocl0pgT4ZFX99TixLYBFwPrAQuDWRvnXVdUJv7VzMBJl7PF3DD1fCayXZCGDURyLq+oXSQ7rzjWRsR0Rq7eHzzkPeNxQ58pq70vyNeA5wOlJnt51yjwJeC7w6STvr6pPjTnP2HatPtc84Maq2msS7ZYkSZIkaZbLnB6ZMpnJR98CDkiyNUCSLZLs0MWOBN4GfBY4vNt3C7DJUPkTgD/pRnSQZJckG0+hjas7KK7tRnhM9u49L+7Oty+DaUY3jXPMicChqzeS7NX93Kmqzq+qw4ElwK7dNV9dVf8B/CfwqK7Yr5M8LMk84IXjNaSqbgYuTfKirv4k2XOS1yFJkiRJ0qyzqutQuaePmWjCzpSqugh4K3BikvOAbwLbJHklsKKqPsdg0dm9kzwVOA9YkeTcJH8OfAy4CDg7yQXAR5nciJjV578R+A/gfODLDKYVTcYNSb4HHAG8pnHM64HF3cK4FwGHdPvf0C0yey5wG/B1YD/gnCQ/BH4f+GB37FuArwLfBq7qac+BwGu6Oi8EXjDJ65AkSZIkST2SPCvJj5P8rFvLdWz8wO5v//O6m9XsOdmy45lUp0ZVHQ0cPWb36cCnuvhK4DFDsaeNOfZvusewk7vH6nOM3T506PlbGXTojG3XQT3N/uLYqUlVddiY7WvpRrCM2f+6cer7ZPcYe+wxwDETta1bG+ZZPe2VJEmSJGlOKGBl/414R6a7ScyHgGcAVzBY8/W4bnDIapcCT66qG5I8m8FMm8dMsuzdzMx7DEmSJEmSpFltHU7z2Qf4WVVdUlXLgc8zZjZIVX2vqm7oNk8HHjDZsuOZ9HSb2aSq9pvuNkiSJEmSpJHYMsmSoe0juzvhrrYd8Iuh7Sv47dkzY72GwXIea1IWmKOdKZIkSZIkafoUYdXoJsNcW1WLe+LjDV8Ze4ffwYHJUxh0puw71bLD7EyRJEmSJEkjV+vuTjxXAA8c2n4AcOXYg5LsweAmOc+uquumUnYs10yRJEmSJEmz2ZnAzkkelGQB8BLguOEDkmwPfAl4RVX9ZCplx+PIFGkGu3mr9uiy419/WzN21X43NWMHPf5Hzdg1l+7QjG256e3N2CVffmAzBnD1A+9sxn7v8I2bsesf0L7+5Ru2z7eq55tt0XXt3vGTX9VuJ8CVD1nejN18n5XN2M7PbN81/ZyLtmjGnvGhdmzFgmaILa7o7ydfdF07tnBpOz8b3dguN699+ay3fM3+R+KKh/ePrrzi4e2T/vDNv27GFu9yTTP2zW9t34wd9Df3acb2+sb6zVjfawVw+6I1e58vvW871vca9+l7HW/eur/s1Q9e1Yxd/Pj2Z2ejm9fs/3X2+GY7sZte3S430euxy2nzm7GH/GBRM9b3+Vhv+QbN2LLN2nWuaBdjVbuZQP975+J9VzRj12+3Zufc9Jr267jtxe3YFless/+xlCRNg0kuHnuPVdWKJIcCJwDzgY9X1YVJDuniRwBvB+4LfDiDuwytqKrFrbITndPOFEmSJEmSNFLFuutMAaiq44Hjx+w7Yuj5HwJ/ONmyE3GajyRJkiRJ0hQ4MkWSJEmSJI3cuhyZsq7ZmSJJkiRJkkaqCCvncGeK03wkSZIkSZKmwJEpkiRJkiRp5GoOj0yxM0WSJEmSJI3cXF4zxWk+kiRJkiRJUzDjO1OSfG8dn2/HJC9bl+eUJEmSJGkuKWBlZSSPmWjGd6ZU1ePX1bmSrAfsCNiZIkmSJEnSPbCKjOQxE834NVOSLK2qRUn2A94J/BrYC/gScD7wZ8CGwP5V9fMkRwG3Aw8H7ge8saq+mmQh8BFgMbCi239SkoOA5wILgY2BjYCHJTkH+CRwLPDpLgZwaFV9r2vPYcC1wO7AWcDLq6qS7A18sCtzB/A0YBnwPmA/YAPgQ1X10VHmSpIkSZIkrX0zvjNljD2BhwHXA5cAH6uqfZL8GfA64A3dcTsCTwZ2Ak5K8hDgtQBV9YgkuwInJtmlO/5xwB5VdX3XSfKmqnoeQJKNgGdU1e1Jdgb+i0GHDMAjGXTaXAmcBjwhyRnA0cCLq+rMJJsCtwGvAW6qqr2TbACcluTEqrp05FmSJEmSJGkaFfFuPjPImVV1FUCSnwMndvvPB54ydNx/V9Uq4KdJLgF2BfYF/g2gqi5OcjmwujPlm1V1feOc6wP/nmQvYOVQGYAzquqKrj3nMOjEuQm4qqrO7M51cxd/JrBHkgO6spsBOwO/1ZmS5GDg4MEB20+cEUmSJEmSZqBVM39lkTU22zpT7hh6vmpoexW/fS01plxBb5fYrT2xP2cwtWhPBmvM3N5oz8quDRnn/HT7X1dVJ/Sci6o6EjgSYNssHq8eSZIkSZI0jeZqN9GLksxLshPwYODHwCnAgQDd9J7tu/1j3QJsMrS9GYORJquAVwDzJzj3xcC23bopJNmkW9j2BOBPkqy/ug1JNu6pR5IkSZKkWWtVZSSPmWi2jUyZrB8D32GwAO0h3XonHwaOSHI+gwVoD6qqO5K7vTDnASuSnAscBXwY+GKSFwEn0T+KhapanuTFwL8l2ZDBeilPBz7GYBrQ2Rmc9Bpg/xFcqyRJkiRJM0oBK10zZfpU1aLu58nAyUP79xt6/lsx4LSq+vMx9dwOHDRO/Ucx6DRZvX0ng7vvDNtj6PlfN9pz6NDzM4HHjnM5f9M9JEmSJEmaw0LN0FElozBXp/lIkiRJkiStFTN+ZMpUVdVB090GSZIkSZLuzQpY5TQfSZIkSZKkSSpY6TQfSZIkSZIkgSNTJEmSJEnSiDnNR5IkSZIkaYrm8t187EyRZrB5K9uxPb69QTO25RX3bcZO+sbjmrH7XDu/Gdvk1+1ZgbtvVs0YwE8W39GMXfbIVc3Y0i3asT7LNm23Z8tftK/jJ4++vbfeXc5a2Izt86N27m48cadm7IW/bJe7YL923i5avKwZW29F/z9a2/+k/d55wI8XNGO7faf9T8amV/edsf16rLe83dZlm/e/r659YPsDstMntmrGrpu/ZTN20Dfb13//n7bbsqJdjFMPvLMdBC58zbXN2PLl7ffr/b6/STO2y5nt13iPE9rvuWWbNUNc/eD+z+Oynu+B+1/Sfu9s/qv2NW59STu2fMN2W25f1I6tmuA3n76yP3vMina97bSy0U3t9/nZz7itGXvID9uv44PP6r+QhUvb51x4azvW93osaDeVBcvadfZ/P0iSNDvZmSJJkiRJkkYsTvORJEmSJEmarAJWzeFpPt7NR5IkSZIkaQocmSJJkiRJkkZu5RwemWJniiRJkiRJGrmaw2umOM1HkiRJkiRpChyZIkmSJEmSRmquL0BrZ4okSZIkSRqtypxeM+VeM80nyfcmccwbkmy0ltuxf5Ld1uY5JEmSJEnS2nOv6UypqsdP4rA3AFPqTEkyf4pN2R+wM0WSJEmSNGcNpvmM5jET3Ws6U5Is7X7ul+TkJMckuTjJZzPwemBb4KQkJ3XHPjPJ95OcneQLSRZ1+y9L8vYkpwIv6jnufUkuSnJekg8keTzwfOD9Sc5JstO0JEOSJEmSpLWsKiN5zET31jVTHgk8HLgSOA14QlX9a5I3Ak+pqmuTbAm8FXh6Vd2a5K+ANwLv6uq4var27Y770tjjkvw78EJg16qqJJtX1Y1JjgO+WlXHjNewJAcDBwNsxvZrLQGSJEmSJGnN3Fs7U86oqisAkpwD7AicOuaYxzKYjnNaEoAFwPeH4kdPcNzNwO3Ax5J8DfjqZBpWVUcCRwJsm8UzdECTJEmSJElt3s1nbrpj6PlKxs9DgG9W1Usbddw60XFJ9gGeBrwEOBR46hq3WJIkSZKkWWQVc7cz5V6zZsok3QJs0j0/HXhCkocAJNkoyS7jlBn3uG7dlM2q6ngGC9vuNc45JEmSJEnSLHNvHZnSciTw9SRXVdVTkhwE/FeSDbr4W4GfDBeoqmsax90C/E+ShQxGr/x5F/s88B/dgrcHVNXP1+oVSZIkSZK0jhWw0mk+s19VLep+ngycPLT/0KHn/wb829D2t4G9x6lrxzHb4x4H7DNO2dPw1siSJEmSpLlsBt+JZxSc5iNJkiRJkma1JM9K8uMkP0vylnHiuyb5fpI7krxpTOyyJOcnOSfJksmc714zMkWSJEmSJK07q1atm5EpSeYDHwKeAVwBnJnkuKq6aOiw64HXA/s3qnlKVV072XPamSJJkiRJkkZqHa+Zsg/ws6q6BCDJ54EXAL/pTKmqq4Grkzx3FCd0mo8kSZIkSZrJtkyyZOhx8Jj4dsAvhrav6PZNVgEnJjlrnLrH5cgUSZIkSZI0WgWrRjcy5dqqWtwTH+9ENYX6n1BVVybZGvhmkour6pS+Ao5MkSRJkiRJI1fdHX3u6WMSrgAeOLT9AODKybezrux+Xg0cyzh35h3LkSnSDDZvZTu25eXtvtCNbmx/4dy89fxmbPOr2uX6Yustb4YA2Pcz7a+aVe3msGp++xr7yvXlrS+21/GbtIPAvJXtHNy4Tbvj+8b7r+qtt2XzX7cv8uC/2KIZ2/Ly/nrXNHd91ls++vmwu5zW39//kNMXNGN917iiXay33NJ2yrm9562zxzfXbweBx39+m2as77N12aPa77mf7X1nM/bVN7Zjfa9j3/sR4PGfX7NfKdb089r3eeyzan7/f1Ituq4du/9P269lX719bX3UVxY1Y33v1Yn0vZcfdUU72Jfzvjon+ndAkqS17Exg5yQPAn4JvAR42WQKJtkYmFdVt3TPnwm8a6JydqZIkiRJkqSRKjLKaT7956pakeRQ4ARgPvDxqrowySFd/Igk9weWAJsCq5K8AdgN2BI4NgkM+kg+V1XfmOicdqZIkiRJkqSRWzWVVUvuoao6Hjh+zL4jhp7/isH0n7FuBvac6vlcM0WSJEmSJGkKHJkiSZIkSZJGqgpWrlo303ymg50pkiRJkiRp5CZ5J55ZyWk+kiRJkiRJU+DIFEmSJEmSNHLr6m4+08HOFEmSJEmSNFLF3F4zZcrTfJJ8bxLHvCHJRmvWpCm1Zb8kX13b55EkSZIkSVptyp0pVfX4SRz2BmBKnSlJ5k+1LfdEBtbJmjHr+tokSZIkSZpWFVaN6DETrcnIlKXdz/2SnJzkmCQXJ/ls10HxemBb4KQkJ3XHPjPJ95OcneQLSRZ1+y9L8vYkpwIv6rbf2R13fpJdu+P2SfK9JD/sfj50gjYelOR/knwjyY+TvKPbv2OSHyX5MHA28MAkb05yZpLzkryzO27jJF9Lcm6SC5K8uNv/viQXdcd+oNt3VJIDGvk5KcnngPOTzE/y/qFz/fFUcy9JkiRJ0mxQQK0azWMmuqdrpjwSeDhwJXAa8ISq+tckbwSeUlXXJtkSeCvw9Kq6NclfAW8E3tXVcXtV7QuDzgrg2qp6VJI/Bd4E/CFwMfCkqlqR5OnA3wO/P0Hb9gF2B5YBZyb5GnAt8FDgVVX1p0meCezcHRvguCRPArYCrqyq53bt2izJFsALgV2rqpJsPon87APsXlWXJjkYuKmq9k6yAXBakhOr6tLhAt1xBwNsxvaTOIUkSZIkSVqX7mlnyhlVdQVAknOAHYFTxxzzWGA3Bp0HAAuA7w/Fjx5z/Je6n2cBv9c93wz4ZJKdGXRwrT+Jtn2zqq7r2vYlYF/gy8DlVXV6d8wzu8cPu+1FDDpXvgt8IMnhwFer6rtJ1gNuBz7WdcxMZq2WM4Y6S54J7DE0imWz7ly/1ZlSVUcCRwJsm8U1iXNIkiRJkjTjzNQpOqNwTztT7hh6vrJRXxh0bLy0UcetjTqH63s3cFJVvTDJjsDJk2jb2I6I1dvD5wvw3qr66N0anTwaeA7w3m4EybuS7AM8DXgJcCjwVGAF3XSpDHqLFjSuLcDrquqESbRdkiRJkqTZq2CVd/OZsluATbrnpwNPSPIQgCQbJdllivVtBvyye37QJMs8I8kWSTYE9mcwDWmsE4BXD63hsl2SrZNsCyyrqs8AHwAe1R2zWVUdz2CB3b26Oi4DHt09fwHtUTMnAH+SZP3uXLsk2XiS1yJJkiRJkmaIezoypeVI4OtJrqqqpyQ5CPivbq0QGKyh8pMp1PcPDKb5vBH49iTLnAp8GngI8LmqWtKNavmNqjoxycOA73dTkJYCL+/KvD/JKuBO4E8YdA79T5KFDEaZ/HlXzX90+88AvsXdR9qs9jEG06DO7kawXMOgk0eSJEmSpDmlgJVO87lLVS3qfp7M0HSbqjp06Pm/Af82tP1tYO9x6tqxtV1VS4D9uuffB4ZHs7xtvDaMcfVwm7rjL2OwKO3wvg8CHxxT9ucMRpKMtc841/BrBuvCrPbX47WtqlYBf9M9JEmSJEma08ppPpIkSZIkSYK1N81nWlXVUcBR09wMSZIkSZLulQpYNYfvTzsnO1MkSZIkSdI0qrDSaT6SJEmSJEkCR6ZIkiRJkqQRK2DVHB6ZYmeKJEmSJEkaufLWyJKmw4oF7divdl7VjN2+qL3S09U7rmzGlm02vxm75NHtOlcsWPOVpba+rH3Oy/a4sxl7wMXtr69tL27XuWzzdluv3b6dU4B57dT1xvoc99qbmrFsvbwZu+aNy5qxTTdulwP46bfv14w96QuL2vVe054Zuui69vk2vbod2+im9j+wv9q5/3115a5rlvTlG7Zj217cvsbtz2vHNr2mXedEn4++z/mq9luZRde1c7fjueuvUbmbt25/BpZt1n8dFzx9zV6PzX/V975qt3WLK9rtWW/5mv/idu0O7di3X9X+3C26oX0dfe+BPb61QTN2/5+0r2PBbc1Qd8527PZN2rG+77K+Ovva0/cdIEmawwpW9f96Pau5ZookSZIkSdIUODJFkiRJkiSNlGumSJIkSZIkTUXhrZElSZIkSZI04MgUSZIkSZI0UkWc5iNJkiRJkjQV5d18JEmSJEmSBI5MkSRJkiRJo1awspzmI0mSJEmSNClz/dbI63SaT5KDkvz7PSi77dD2x5LsNkGZ73U/d0zysjU576gk2S/JV6ezDZIkSZIk6Z4bSWdKkvmjqGcCBwG/6Uypqj+sqov6ClTV47unOwLT1pmSxBFAkiRJkqR7lVWrRvOYiSbsTOlGdVyc5JNJzktyTJKNklyW5O1JTgVelOSlSc5PckGSw4fKvyrJT5J8B3jC0P6jkhwwtL106PlfdnWdm+R93XGLgc8mOSfJhklOTrI4yZ8k+Yehsgcl+bcxdb4PeGJX9s+TfDfJXkNlTkuyR+P6z0+yeQauS/LKbv+nkzw9ycIkn+iO+2GSpwy14wtJvgKcOKbOvbtjHzzO+Q5OsiTJkmVcM9HLI0mSJEnSzFNQqzKSx0w02ZEpDwWOrKo9gJuBP+32315V+wKnAIcDTwX2AvZOsn+SbYB3MuhEeQbQOy0HIMmzgf2Bx1TVnsA/VNUxwBLgwKraq6puGypyDPB7Q9svBo4eU+1bgO92Zf8Z+BiDkS4k2QXYoKrOazTptK79DwcuAZ7Y7X8scDrwWoCqegTwUuCTSRZ2xzwO+IOqeurQ9T0eOAJ4QVVdMvZkVXVkVS2uqsUbsVWjSZIkSZIkabpMtjPlF1V1Wvf8M8C+3fPVnRZ7AydX1TVVtQL4LPAk4DFD+5dz906O8Twd+ERVLQOoquv7Dq6qa4BLkjw2yX0ZdPyc1lcG+ALwvCTrA68Gjuo59rvdtTwJ+AjwiCTbAddX1VIGufh015aLgcuBXbqy3xzT/ocBRwK/W1X/N0EbJUmSJEmalVYvQDuKx0w02bU8qrF9a/ez7+rGll1tBV1nTpIAC4bqapVpORr4f8DFwLFV1Vu+qpYl+Sbwgq7c4p7DT2Ew+mR74G+BFwIHMOhkWd3ellvHbF8FLAQeCVzZ10ZJkiRJkmatgpUzdL2TUZjsyJTtkzyue/5S4NQx8R8AT06yZbcY7UuB73T790ty324UyIuGylwGPLp7/gJg/e75icCrk2wEkGSLbv8twCaN9n2JwdSglzL+6Jfxyn4M+FfgzL7RL1X1C2BLYOduWs6pwJu4qzPlFODArq27MOh0+XGjuhuB5wJ/n2S/1jklSZIkSdLMNdnOlB8Bf5DkPGALBtNdfqOqrgL+GjgJOBc4u6r+p9t/GPB94H+Bs4eK/QeDDpgzGEwHurWr6xvAccCSJOcw6LiAwVScI1YvQDvm/DcAFwE7VNUZ47T/PGBFt6Dtn3dlzmKw/ssnJnH9PwB+0j3/LrAdd3UofRiYn+R8Bh05B1XVHa2KqurXwO8CH0rymEmcW5IkSZKkWaUYzRSf2T7NZ1VVHTJm347DG1X1OeBzYwtW1ScYp8Oi61R47NCuvx6KvY/BHXiGj/8i8MWhXfuNiT9vnHMs6n7eCTxtOJZkWwadSSeOLTdOPa8Yev49hjqhqup2usVsx5Q5iqG1WKrqZODk7vn/MVjQVpIkSZKkuaegVq67jpAkzwI+CMwHPtb1KwzHd2XQN/Eo4G+r6gOTLTueyY5MmVO62xv/gEEC5/AsLkmSJEmS5rZuuZEPAc9mcBfhlyYZezfh64HXAx9Yg7J3M+HIlKq6DNh9Eu2fNarqU8CnhvcleRXwZ2MOPa2qXrvOGiZJkiRJ0hxQrNMFaPcBftatc0qSzzNYm/Wi37Sn6mrg6iTPnWrZ8Ux2ms+c15qOJEmSJEmSpm6E651smWTJ0PaRVXXk0PZ2wC+Gtq9gsDbrZKxRWTtTJEmSJEnSTHZtVS3uiY/Xa1OTrHuNytqZIkmSJEmSRqtg1bqb5nMF8MCh7QcAV67NsnamSDPYjdu0O0RvvH/7m+naB6xoxn70pKXN2Po3tr8SnvnJTZuxK3dpnw9g0Q3tta63vqQdW7h0QW+9Lec8a3kzNq9nRfHdvrN+b70b3dSOLd+wHfvJ49v5efxXFjVjS+/Tfo2XL9ysGdvk6vntxgArX31dM3bue25uxm45q33Oh5y7sBnb7xNr9jre/6f9w0Lv/9P2+/XqB7c/Oxc9uf16XPDUO5uxU17WLrfpde2cX7r/Dc0YwEN2aOf86uvbb6yrftZ+72x7WTvnT//PjZuxvs/Hd/78mmYM4C1PPKMZW047P+86vj2K9pHf6bnGntf/nKfd3oxducMdzRjAWXt+pBn72xvbr9UOl/9VM7bwtvb33K7fa79Wn3/nsmbspj3a3+UA9z2rnbvLd2nn52FL2u+P3b/Tbmvfd+BuJ7Wvf8Ft7XKSpNkvI5rmM4khJmcCOyd5EPBL4CXAyyZZ/RqVtTNFkiRJkiTNWlW1IsmhwAkMbm/88aq6MMkhXfyIJPcHlgCbAquSvAHYrapuHq/sROe0M0WSJEmSJI1WwfyeUa9T0T8Ovjtd1fHA8WP2HTH0/FcMpvBMquxE7EyRJEmSJEkjFWDeulszZZ1rT2KVJEmSJEnS3TgyRZIkSZIkjVaFeSNagHYmsjNFkiRJkiSNXFZOdwvWHqf5SJIkSZIkTcGs70xJsnSC+OZJ/nQN6j0syZvWvGWSJEmSJN07pWD+qozkMRPNis6UDKxpWzcHptyZIkmSJEmS1ty8VaN5zEQztjMlyY5JfpTkw8DZwNuSnJnkvCTvHOf4RUm+leTsJOcneUEXeh+wU5Jzkry/O/bN49WV5G+T/DjJ/wIPHdp/cpLDk5yR5CdJntjtn5/k/UN1/XG3f5skp3TnvCDJE7tjj+q2z0/y52steZIkSZIkaa2Z6QvQPhR4FfBl4ABgHwa3qz4uyZOq6pShY28HXlhVNyfZEjg9yXHAW4Ddq2ovgCTPBHYeWxdwK/AS4JEM8nI2cNZQ/etV1T5JngO8A3g68BrgpqraO8kGwGlJTgR+Dzihqt6TZD6wEbAXsF1V7d61Y/PRpUmSJEmSpJkjBfNWzswpOqMw0ztTLq+q05N8AHgm8MNu/yIGHSLDnSkB/r7rGFkFbAfcb5w6n9moaxPg2KpaBtB1xAz7UvfzLGDHobr2SHJAt71ZV9eZwMeTrA98uarOSXIJ8OAk/wZ8DThxvAtOcjBw8KCy7cc7RJIkSZKkGS8zdL2TUZjpnSm3dj8DvLeqPtpz7IHAVsCjq+rOJJcBC8c5bty6krwBqJ767+h+ruSuvAV4XVWdcLeTDDp1ngt8Osn7q+pTSfYEfgd4LfD/gFePLVdVRwJHAmybxX3tkSRJkiRJ02DGrpkyxgnAq5MsAkiyXZKtxxyzGXB115HyFGCHbv8tDEadTFTXKcALk2yYZBPgdyfZrj/pRqCQZJckGyfZoWvLfwD/CTyqm3o0r6q+CLwNeNSUsyBJkiRJ0iyQgvkrR/OYiWb6yBQAqurEJA8Dvp8EYCnwcuDqocM+C3wlyRLgHODirux1SU5LcgHw9ap683h1VdXZSY7uyl4OfHcSTfsYgyk/Z2dQ2TXA/sB+wJuT3NnV/0oG044+MXRXor+eeiYkSZIkSZoNwjyn+ax7VXUZsPvQ9geBD45z3KLu57XA4xp1vWzMdquu9wDvGWf/fkPPr6VbM6WqVgF/0z2GfbJ7jOVoFEmSJEmSZrkZ25kiSZIkSZJmqYJ5M3SKzijYmSJJkiRJkkYqzO27+cyWBWglSZIkSZJmBEemSJIkSZKk0aqZeyeeUbAzRZIkSZIkjVSAeaumuxVrj9N8JEmSJEmSpsCRKZIkSZIkabQK5q2cuwvQpqqmuw1q2DaL62CWTHczNI2uf0D787lqfrvc8Ycua8auetTSZmzjyzZsxpZuuqIZe9KXNmk3Btj8V+1BcCsWtMstXNr+8l10XTt2yeJ2Wxfc1lPn9f1f9ustb8d3PLsd67vGqx/cfo1v3rod2/Tq9vkuevKd7RMCu31n/Xa917TrXe+Odp2Lrm/H1vQf0cse2T8u9JJHt1/nnyxuN/Z+v/PrZuznp9+3GTvgHzZrxlb1/NfE8vbHqou3X+e+z8CyzdrlFtzWPt/VO7bzesme7bz94iG3tysFdt/tpmbsZ5cuasZ+5x+3bMa2uKJ9/X3v1b7vx74YwNIt1uz3oqsf3M5r320h+2J935033r//89H3fbX5VT3vq83bdT7k9Ha5/mucu79IS9I99U5yVlUtnu52rA0bPPBRtd0bvjuSui5906IZlyen+UiSJEmSJE2B03wkSZIkSdJIpWD+HB6daGeKJEmSJEkaub5poLOd03wkSZIkSZKmwJEpkiRJkiRppFIwb5XTfCRJkiRJkiYtc3iaj50pkiRJkiRptCpzegFa10yRJEmSJEmagrXSmZLkoCTbDm1/LMluPcfvmuScJD9MstMUz7VfkscPbR+S5JVr1vK1J8mOSS6Y7nZIkiRJkrS2pQZ38xnFYyZaW9N8DgIuAK4EqKo/nOD4/YH/qap3rMG59gOWAt/rznXEGtSxViWZP91tkCRJkiRpXZq3arpbsPZMemRKko2TfC3JuUkuSPLiJG9Pcma3fWQGDgAWA5/tRptsmOTkJIuTzE9yVHf8+Un+PMlzgDcAf5jkpO5cX05yVpILkxw81IZnJTm7a8O3kuwIHAL8eXeuJyY5LMmbuuP3SnJ6kvOSHJvkPt3+k5McnuSMJD9J8sSe6z4+yR7d8x8meXv3/N1J/rC75vcPXdOLu/h+SU5K8jng/DF1Prira+9xzndwkiVJlizjmsm+PJIkSZIkaR2ZysiUZwFXVtVzAZJsBnyzqt7VbX8aeF5VHZPkUOBNVbWki62uYy9gu6ravdu/eVXdmOQIYGlVfaA77tVVdX2SDYEzk3yRQcfPfwBPqqpLk2zRHfNbZZM8bajNnwJeV1XfSfIu4B0MOm4A1quqfbrOnHcAT29c9ynAE5NcBqwAntDt3xf4DPB73XXtCWzZtfeU7ph9gN279u7Yte+hwOeBV1XVOWNPVlVHAkcCbJvF1WiTJEmSJEkzV0FcgBYYjK54ejei44lVdRPwlCQ/SHI+8FTg4RPUcQnw4CT/luRZwM2N416f5FzgdOCBwM7AY4FTqupSgKq6vu9EXWfP5lX1nW7XJ4EnDR3ype7nWcCOPVV9tyu3L/A1YFGSjYAdq+rH3f7/qqqVVfVr4DvA6hEnZ6xub2cr4H+Al4/XkSJJkiRJ0lwQYP7K0Txmokl3plTVT4BHM+hUeW833eXDwAFV9QgGo0YWTlDHDQxGcJwMvBb42NhjkuzHYJTI46pqT+CHXb0BRjlS447u50r6R+icyWDa0hMZjFL5IfBHDDph6NrVcuuY7ZuAX3DX6BZJkiRJkjTLTGXNlG2BZVX1GeADwKO60LVJFgEHDB1+C7DJOHVsCcyrqi8CbxuqY9hmwA1VtSzJrgxGpAB8H3hykgd1dW3Rd65u5MwNQ+uhvILBqJEpqarlDDpA/h+DkTLfBd7U/YRBB8uLu/VgtmIwiuWMRnXLGSy2+8okL5tqWyRJkiRJmhW8m89vPAJ4f5JVwJ3AnzDoGDgfuIzBCI7VjgKOSHIb8Lih/dsBn0iyuhPnr8c5zzeAQ5KcB/yYQQcGVXVNtxjtl7ryVwPPAL4CHJPkBcDrxtT1B107NmIwxehVU7jeYd8FntZ18HwXeAB3daYc213juQxGzvxlVf2q6wi6m6q6NcnzgG8mubWq/mcN2yRJkiRJ0owUYN4cXjNl0p0pVXUCcMKY3UuAt45z7BeBLw7t2m/o+d1Go1TVYUPP7wCe3WjD14Gvj9n3E2CPoV3fHYqdw10jW4bL7Df0/Fr610yhqt7GYCQNVXUlQ1N7qqqAN3eP4TInM5jOtHr7MmD37vmN3LWuiiRJkiRJmkWmMjJFkiRJkiRpYgVZNd2NWHvsTOkk+R3g8DG7L62qF05HeyRJkiRJmq1W381nnZ1vcMfgDwLzgY9V1fvGxNPFnwMsAw6qqrO72GUM1mNdCayoqsUTnc/OlE5jGpMkSZIkSZrBkswHPsRgXdUrgDOTHFdVFw0d9mxg5+7xGOAj3c/VntItAzIpdqZIkiRJkqTRqnW6AO0+wM+q6hKAJJ8HXgAMd6a8APhUt+7p6Uk2T7JNVV21Jiec9K2RJUmSJEmSJmW0t0beMsmSocfBY862HfCLoe0run2TPaaAE5OcNU7d43JkijSDrZrfjn3+7bc0Y/P3aMcOe/SZzdjHfrxXM/acV27fjC28pb/HeetL2rG+a1xwW7veVfOrGVt0XfurbcUG7fMt26wdm8iKBe3YvJ65ojv+sN2n3XeNfb38D7iwpzH053zZ5j3lev7F6Lv+9Zav2XX05WYQb590ny+t34xd+emNm7G9b2y35/oHtFdQ2/yqdrmrH9S/8tpP9r6jGVt0YzsHm7zusmZswXrtN92pp27TjD3ikdc3Y99a9slmDOCt939+M7bs9vab7uSXtL+vnvfhTZuxU17eztvPn39DM7bppiuaMYAjd/ifZmzBynbZ37voxc3Ydt/avBlbvrD9/njWRzZqxrb9Uc8Hmf7P+fJ2tb3fO9fu0C633vJ2bNF17ToXLp27t8yUJI3UtROsYzLePyhj/wHqO+YJVXVlkq2Bbya5uKpO6WuQnSmSJEmSJGmkQv9/Ko7YFcADh7YfAFw52WOqavXPq5Mcy2DaUG9nitN8JEmSJEnSaHVrpoziMQlnAjsneVCSBcBLgOPGHHMc8MoMPBa4qaquSrJxkk0AkmwMPBO4YKITOjJFkiRJkiTNWlW1IsmhDO7QOx/4eFVdmOSQLn4EcDyD2yL/jMGtkV/VFb8fcOzgzsmsB3yuqr4x0TntTJEkSZIkSSO1jqf5UFXHM+gwGd53xNDzAl47TrlLgD2nej47UyRJkiRJ0mjVuu1MWddcM0WSJEmSJGkKHJkiSZIkSZJGa46PTLEzRZIkSZIkjVSY9J14ZiWn+UiSJEmSJE3BOulMSbJ5kj/tnm+b5Jh1cV5JkiRJkjQNumk+o3jMROtqZMrmwJ8CVNWVVXXAOjrvuJKss+lN6/JckiRJkiTNBLEzZSTeB+yU5JwkX0hyAUCSg5J8OclXklya5NAkb0zywySnJ9miO26nJN9IclaS7ybZtXWiJEclOaI77idJnjd0ri8k+QpwYpKNk3w8yZnd+V7QHffwJGd0bT0vyc7dsV9Lcm6SC5K8uDv2siRbds8XJzm5e35YkiOTnAh8KslWSb7YnevMJE/oaf/BSZYkWbKMa0aRe0mSJEmSNELratTEW4Ddq2qvJDsCXx2K7Q48ElgI/Az4q6p6ZJJ/Bl4J/AtwJHBIVf00yWOADwNP7TnfjsCTgZ2Ak5I8pNv/OGCPqro+yd8D366qVyfZHDgjyf8ChwAfrKrPJlkAzAeeA1xZVc8FSLLZJK750cC+VXVbks8B/1xVpybZHjgBeNh4harqyO562TaLaxLnkSRJkiRpxpmpo0pGYSZMQTmpqm4BbklyE/CVbv/5wB5JFgGPB76Q/GYl4A0mqPO/q2oV8NMklwCrR7J8s6qu754/E3h+kjd12wuB7YHvA3+b5AHAl7oOnPOBDyQ5HPhqVX13Etd1XFXd1j1/OrDbUPs3TbJJd92SJEmSJM0pg2k+c/duPjOhM+WOoeerhrZXMWjfPODGqtprCnWOHdGxevvWoX0Bfr+qfjzm2B8l+QHwXOCEJH9YVd9O8mgGI1Tem+TEqnoXsIK7pkotHFPP8LnmAY8b6lyRJEmSJEmz1LpaM+UWYJM1KVhVNwOXJnkRQAb2nKDYi5LMS7IT8GBgbIcJDKbavC7dcJEkj+x+Phi4pKr+FTiOweiYbYFlVfUZ4APAo7o6LmMwnQfg93vacyJw6OqNJHtN0H5JkiRJkmY1F6C9h6rqOuC0buHZ969BFQcCr0lyLnAh8IIJjv8x8B3g6wzWWrl9nGPeDawPnNe1693d/hcDFyQ5h8H0oE8Bj2Cwpso5wN8Cf9cd+07gg0m+C/S9xK8HFncL2l7EYF0WSZIkSZLmpjl+N591Ns2nql42zr6jgKOGtnccL1ZVlwLPmsLpTquqP5/gXLcBfzxOm94LvHfM7hO6x9hjvwvsMs7+w8ZsX8ugk0aSJEmSJM1yM2HNFEmSJEmSNIekZu6oklGYtZ0pSf4WeNGY3V+oqoOmoTmSJEmSJGmInSkzUFW9B3jPdLdDkiRJkiTdu8zazhRJkiRJkjQzDab5ZLqbsdbYmSJJkiRJkkbOaT6SpsXmV7Vjz/v3Rc3Yjdts3Ix9/X7Pbca262nLRje2e5WXb1g9JeHGbdplN7qxXe4nT2h/+57xvNuasWu3ubMZW7isfUf4Xc5e2G4MsNc3FrTrXdpbtGnV/HbuVs1vl+vL+dUP7n89LnpyOz8b3dzOz9L7rGrG9jm2nZu+13ijm9qxpVv0X8fNW7djff9wX/Ko9vVv/ut20m/fuN2ei/btqfPqnhcSWO/O9udj4a3t1+MRT9y1Geu7/sf1fK/MW7lFM/afC97dLgjs0HOZO/SUW2/5msW2vHyDZuz+l2zVjC3btP999e//sm8z9pJF5zRjb3rCkmZs6RPabT3npvs3Y0t++dBmbOHS9nsD4JI972jGfv91P2jGHsn1zdh5K7dpxj592s7N2IF/0v6wbnl5/+ux4La5+z+akqTZzc4USZIkSZI0Wt7NR5IkSZIkafLm+q2R+8eISpIkSZIk6bc4MkWSJEmSJI3cXB6ZYmeKJEmSJEkaKaf5SJIkSZIk6TccmSJJkiRJkkarYN6K6W7E2mNniiRJkiRJGrl5KzPdTVhrnOYzRUm2TXLMdLdDkiRJkiRND0emTFFVXQkcMIq6ksyvqjm8JI8kSZIk6d7IBWjvxZIcnuRPh7YPS/IXSS7otjdK8t9JzktydJIfJFncxV6a5PwkFyQ5fKiOpUneleQHwOPW+UVJkiRJkrQOzFs5msdMZGdKv88DLx7a/n/AmUPbfwrcUFV7AO8GHg2DqUDA4cBTgb2AvZPs35XZGLigqh5TVaeOPWGSg5MsSbJkGdeM+HIkSZIkSVr7Vo9MsTPlXqiqfghs3a2TsidwA/B/Q4fsy6DDhaq6ADiv2783cHJVXVNVK4DPAk/qYiuBL/ac88iqWlxVizdiq9FekCRJkiRJusdcM2VixzBYI+X+dB0nQ1pLE/ctWXy766RIkiRJkuY010y51/s88BIGHSpj7+JzKoOpPyTZDXhEt/8HwJOTbJlkPvBS4DvrprmSJEmSJE0/p/nci1XVhcAmwC+r6qox4Q8DWyU5D/grBtN8buqO+2vgJOBc4Oyq+p912GxJkiRJkrSWOM1nEqrqEUPPLwN27zZvB15eVbcn2Qn4FnB5d9zngM+NU9eitd5gSZIkSZKm0Vy/NbKdKffMRsBJSdZnsE7Kn1TV8mlukyRJkiRJ06tg3orpbsTaY2fKPVBVtwCLp7sdkiRJkiRp3bEzRZIkSZIkjVSY29N8XIBWkiRJkiSNVq3bu/kkeVaSHyf5WZK3jBNPkn/t4ucledRky47HzhRJkiRJkjRrJZkPfAh4NrAb8NIku4057NnAzt3jYOAjUyh7N07zkSRJkiRJI7cOp/nsA/ysqi4BSPJ54AXARUPHvAD4VFUVcHqSzZNsA+w4ibJ3k0E9momSXEN3q2VgS+DansP74rMlNtPa43XMrPZ4HTOrPV7HzGqP1zGz2uN1zKz23Nuv495wjTOtPV7HzGrPTL+OHapqq542zFpJvsHgekdhIXD70PaRVXXk0LkOAJ5VVX/Ybb8CeExVHTp0zFeB91XVqd32t4C/YtCZ0lt2XFXlYxY8gCVrGp8tsZnWHq9jZrXH65hZ7fE6ZlZ7vI6Z1R6vY2a1595+HfeGa5xp7fE6ZlZ7ZtN1+FjzB/Ai4GND268A/m3MMV8D9h3a/hbw6MmUHe+xHpIkSZIkSbPXFcADh7YfAFw5yWMWTKLs3bgArSRJkiRJms3OBHZO8qAkC4CXAMeNOeY44JXdXX0eC9xUVVdNsuzdODJl9jjyHsRnS2w6zul19JtJ7fE6ZlZ7vI6Z1R6vY2a1x+uYWe25t1/HveEap+OcXke/mdSe2XQdWkNVtSLJocAJwHzg41V1YZJDuvgRwPHAc4CfAcuAV/WVneicLkArSZIkSZI0BU7zkSRJkiRJmgI7UyRJkiRJkqbAzpRZIkmmuw0zmflpMzf9zE+buWkzN/3MT5u56Wd+2sxNP/PTZm7azI3uCddMkSRJkiRJmgLv5jPDdasPPw04BzgZ+HlV/Wo62zSTmJ82c9PP/LSZmzZz08/8tJmbfuanzdz0Mz9t5qbN3GgUnOYzgyV5M/Ay4KPAA4CDGdwXe/cufq9+/cxPm7npZ37azE2buelnftrMTT/z02Zu+pmfNnPTZm40Kk7zmaG6+XsfBb5cVcd3+x7L4IO/NfBXVXX5NDZxWpmfNnPTz/y0mZs2c9PP/LSZm37mp83c9DM/beamzdxolOx1m6Fq0Mv1PeCvkuzT7Tu9ql4PXAIcdm/uNTU/beamn/lpMzdt5qaf+WkzN/3MT5u56Wd+2sxNm7nRKDkyZYZL8jfAJsB3gQur6vIkGzGY2/eUqrp1Ots33cxPm7npZ37azE2buelnftrMTT/z02Zu+pmfNnPTZm40CnamzEBJtgXuD9wEXA78MbAYuBLYDtgM+L+q+rNpa+Q0Mj9t5qaf+WkzN23mpp/5aTM3/cxPm7npZ37azE2budGo2ZkywyR5PvBW4CxgX+AM4A3AIuCRwE7AdVX1uelq43QyP23mpp/5aTM3beamn/lpMzf9zE+buelnftrMTZu50VpRVT5m0AP4AfDs7vnGwJHANcAh0922mfAwP+bG/JgbczNzHubH3Jgfc2N+Zs7D3JgbH+v24eI6M0QGNmBwr/MVAFV1a1UdDDwVeFaSp01jE6eV+WkzN/3MT5u5aTM3/cxPm7npZ37azE0/89NmbtrMjdYmO1NmiBq4g8EiSG9M8qih2PnAl4AXJpk/XW2cTuanzdz0Mz9t5qbN3PQzP23mpp/5aTM3/cxPm7lpMzdam+xMmWGq6jPAN4ATk3wqyTZJFgG7AwurauX0tnB6mZ82c9PP/LSZmzZz08/8tJmbfuanzdz0Mz9t5qbN3GhtcAHaGSTJvKpa1T1fBPwbsBtwHrAL8PtVde00NnFamZ82c9PP/LSZmzZz08/8tJmbfuanzdz0Mz9t5qbN3GhtsTNlhlj9IU/yBODBVfXpbv92wHLgtqpaOq2NnEbmp83c9DM/beamzdz0Mz9t5qaf+WkzN/3MT5u5aTM3WpvWm+4GCJIsrKrbu80bGSyQBEBV/XK4N/XeyPy0mZt+5qfN3LSZm37mp83c9DM/beamn/lpMzdt5kZrm2umTLMk7wNOSPLRJL8LXFODxZBWx98MbDFtDZxm5qfN3PQzP23mps3c9DM/beamn/lpMzf9zE+buWkzN1oX7EyZRkn+Hngo8HLg/4ADgNcneWwX3wC44t46h8/8tJmbfuanzdy0mZt+5qfN3PQzP23mpp/5aTM3beZG64prpkyTJOsBHwROqqpjun07AQcBjwUOq6rTpq+F08v8tJmbfuanzdy0mZt+5qfN3PQzP23mpp/5aTM3beZG65IjU6ZJVa0ATgRem+SpSTaoqp9X1duA/wZenWT96W3l9DE/beamn/lpMzdt5qaf+WkzN/3MT5u56Wd+2sxNm7nRuuTIlGmW5M+ABwPfBy6oqguSbAN8E3hUVS2f1gZOM/PTZm76mZ82c9NmbvqZnzZz08/8tJmbfuanzdy0mRutC3amTIMkjwTuByyrqlOS7A88D7gF2L077H+r6vBpauK0Mj9t5qaf+WkzN23mpp/5aTM3/cxPm7npZ37azE2budG6ZmfKOpbkNcCfAN8G9gNuAw4Bfg48DHgAgy+Ak6arjdPJ/LSZm37mp83ctJmbfuanzdz0Mz9t5qaf+WkzN23mRtOiqnysoweDNWp+CDxmaN8bgV8BhwMLp7uN5mdmPsyN+TE35sb8zJyHuTE/5sb8mJuZ8zA3Pqbr4QK060iSVNUqBvP0tl29v6r+CdgNuD/w5Glq3rQzP23mpp/5aTM3beamn/lpMzf9zE+buelnftrMTZu50XSyM2UdqarV86nOAN6c5MVDseuBrwOvvLeuLm1+2sxNP/PTZm7azE0/89NmbvqZnzZz08/8tJmbNnOj6bTedDfg3qaqjklyG/DBJK8D/hK4Bng2cFVV3TmtDZxm5qfN3PQzP23mps3c9DM/beamn/lpMzf9zE+buWkzN5oOLkA7jZK8BXgWcAGwFfByP+h3MT9t5qaf+WkzN23mpp/5aTM3/cxPm7npZ37azE2budG6YmfKOpbk2cD2VfXRbnshUMDy8sUwPz3MTT/z02Zu2sxNP/PTZm76mZ82c9PP/LSZmzZzo+lgZ8palmQ9YMuq+lWS+cCWwLyquqqLLwRWVdXy6WzndDE/beamn/lpMzdt5qaf+WkzN/3MT5u56Wd+2sxNm7nRTOACtGtRkk2ATwHHJfkf4A+AzYDrhg57J7DpNDRv2pmfNnPTz/y0mZs2c9PP/LSZm37mp83c9DM/beamzdxoprAzZe16L3BjVe0DfBF4LPCnwJOGjjm+qq6djsbNAOanzdz0Mz9t5qbN3PQzP23mpp/5aTM3/cxPm7lpMzeaEexMWUsyuP3WCuAcgKr6FPBm4BLgPUle0u3/znS1cTqZnzZz08/8tJmbNnPTz/y0mZt+5qfN3PQzP23mps3caCaxM2UtqcGK0ccAL0zyu0nuU1U3VdW/Am8Fnp5kg+lt5fQxP23mpp/5aTM3beamn/lpMzf9zE+buelnftrMTZu50Uyy3nQ3YC6rqlOT/DfwPGC7JOdV1feAq4F9q+qO6W3h9DI/beamn/lpMzdt5qaf+WkzN/3MT5u56Wd+2sxNm7nRTOHdfNaCJM8H7gNQVZ9MsjfwSiAM5vTdBBxVVZ+evlZOH/PTZm76mZ82c9NmbvqZnzZz08/8tJmbfuanzdy0mRvNNHamjFiSvwGeDRwH7AfsCvx5VR2X5H4MbttFVV04bY2cRuanzdz0Mz9t5qbN3PQzP23mpp/5aTM3/cxPm7lpMzeakarKx4gewEYMFkN6+NC+ZwM/Aj4LbD3dbTQ/M/NhbsyPuTE35mfmPMyN+TE35sfczJyHufExUx8uQDtCVbWMwe25HjW07+vAbsD1wGOmqWkzgvlpMzf9zE+buWkzN/3MT5u56Wd+2sxNP/PTZm7azI1mKjtTRm8J8BdJ3r56R1UVcArwR0nu7Yv+mp82c9PP/LSZmzZz08/8tJmbfuanzdz0Mz9t5qbN3GjGsTNlxLpe0pcCz0hySZJXJnkK8Grg+1W1YnpbOL3MT5u56Wd+2sxNm7npZ37azE0/89NmbvqZnzZz02ZuNBO5AO0IJQmDnK7qtvcHDgR+AiyoqjdPY/Omnflp63Izr6pWdtv7Y25+w/dOm7lpMzf9zE9bknkA5mZ8vnfazE0/f99p873TZm40U9mZshYkmb/6HwndXZL17D0eX5L1q+rO6W7HTOVn6y5Jtqmqq1bnxNzcJcm81b9wddvmpof5aTM3/cxPm7/r9PP3nTY/V3fxdx3NdE7zuYeSbJ3k8Uk2XL1vqLd9Xvcz09W+6ZbkLUn+X5L1V++rqhUZWL875l6ZnyTbJnlCki2SPBBg9S8WSeZ3P++VuQFI8qAkT02y2ep9Q5+t9bqf98r8JHkL8H64Kyd+79xl6H+uVo8uMDedJK9J8qjhfUP5uVd/7yTZN8lLkuyzep/fOXfx9502f9fp5+87bf6u0+bvOpoNHJlyD3T/IHySwe261gPeU1XHTm+rZo4k2zFYFOoZVXVJkoXAJgyG4/1yels3vZLsAHwOWMlgFfILGdze7X+r6lfT2baZoPtsfR64DdgVeEpV/XR6WzUz/P/27j1c97HO4/j7ax8co8mwkTMp0RRhHEbJmRzSdECFaiY6KGlEJUlK2IoJySmKypVDTQ4ZCjETErqEbI0zTSKjbKe97c/8cf+W/exlfe+1t666116/z+u69mWv51nt6+593b/nuZ/f8zsMbFfPAf8FHCjp4YgI9fwFPSKmAAcAZ0u6qXtsAco16nrdBp6fO5cA2w2+BnvuQESsCPyAcsj4GsDuwB3AYpL+3HBoY4LXOzmvdeq83sl5rZPzWsfmF96Z8heIiG8Dt0k6IiLeBhwEbC3pj42HNiZExL8BK0j6WESsD3wcmAw8Clwq6fy+vihGxNeBhyR9ofuWeGNgVeA+Scc2HdwYEBFnAHd029YXAAErUN5YL5T0h5bjaykivgVcK+nEiDgV+Kmk77Qe11gQET8AlgUeAH4NnCDp4YHne/l6MyQizgKukXRSRLwa2BbYnLIT4QJJj7YcX0sRcQrwG0nHRMRngJWApYCbgYsl/aLP88frnZzXOnVe7+S81sl5rWPzC5/m8yJFxCrAisBJAJLOBe4Cdu2eXzEiXttuhGPCZcBi3d/3BS4FjgCuB7aMcl2D3i0uukMS7wT+HkDSjZKOB34EbBMRn2s5vta6bWs1ukM7Kd8QC7gK2Bn4ZKOhNRcRawKrSTqxe+gy4OiI6P2F1yJiKcoHmAOAqcASwGkRsU/3/BLAVu1G2FZELE/ZltbqHvo8EJTX5e2BAxsNrbnuSIIZzF4T7UU5QuWbwELAHvD8LTh7x+udUXmtk/B6J+e1Ts5rHZuf+MiUFykiFgVeC/xK0vTusc2A3SV9ICIuBb4n6ZvtRtlOd2j9ZOBUyiJjAUk7DTx/JeWQvevajLCtiFiWsjC9FvgPSbd2j08BTgQ+0NdvibvF1xRJ/xsRS1NaHN49txSl2wcHjzjoi4hYBlhE0l0Dj20IfBg4WdLVzQY3BkTEIpTPvE91rTamLEpnUXakfLlbyPdSd0j5ScB2wI2S1useH3rd2aev34RGxD8CxwCPAUtJ2rB7fEHgx8C+kn7dcIjNeL2T6673MZnZO94mSNpx4Pkr6fFaB55f73wduA6vd57XrXWW6S6u6rXOgG5uLCzpnoHHvNaxMck7U16kGHY16SgXGHsZcBzlA/K2krZtNb6xovs2+F3AfsBtwGeAVYBDJG1Q+Z+OWxGxmKQnusNd30Y5//wu4KeUc/WnSnpVyzG2NnhI9LC/bw8cLGnjpgNsZPB1J8qF6WZR5s8nKN9q7dbXD3xDhs2XhSlHG5wErC1pnaaDaygiFh32QTgkXdH9vD3wWUkbtRthOxGxoKRnImIxYEnKKSx3AN8C/gE4WtL6LcfY0rDXnaC85ni9w+y50/39I8DHKGudT9PztQ6Uo74kPR0R6wDvpBwNdzde7xDD7mYUA3eh6/taZ1D3mgMwCa91bAya2HoA85uImAx8ClgyIl4CHCbp7u4F8ffdtxRfATZrOMxmuiNSlgcelPScpMcj4lzK9Qs2Bc4Arqa8IPZKN3cOBlaOiEck7R8Rfwb+CVgT2B+4Afhgw2E2M3zudI8NfjCeTDl0uo9zZ2gRsUJEPA18XtKfuqefBY7ojsp4aaMhNjPCa46G5o2kp7rf2YCyQ7d3urmzP7BiRMwEDpV05cDzE4AjKdd56JVh7+eLAodLujsijgU+CpxLOdrgoHajbGfY685TlPXOnyJipqRer3eGzZ0lgM8CpwG/BLahx2sdeMHrznTgEOAUYAvK9YgupKfrnWFzZ3HK+/ndkmZ129RE+rvWWYByzZgHNPvuPUPf+vd6rWNjl49MmUcR8VXKucNHU4642BY4T9JB3fObADtI+lS7UbYTEccBK1MWFTdJun+E35ks6dm/9dhai4gvURYRJwB7A58DlpZ0fff8JMphjX/K/5Xxa9jcuVHSAwPPLQa8BthU0lFtRthORHwZWJ2yQN8euFfSkd1zEyXNbDi8pkaZN0NHHOyint55ZJS5Mwl4JeVCol9pNshGhr2fvwfYGjiP8kFnWcpRKjMl3d5skA3V5k73/CbAzpJ6d22HYXPn3ZQdKN+VdMjA78xxBHOfDMydM4E3A3cNvXd3H5gnUO6U9Vi7UbaRzJ3BzxEbARtLOqbdKNuYm/fzVmMzy3hnyjzoPtD9kHLo3c+7x1YFvkpZkL4HuIlyzmzvNvjuvNjrgPMptwW8n3IhrVtVbmc2xyGNfRLl1oCXAOtLmh4RNwD3AAsCrwf2kHR5wyE2lcydKylzp5fXcBjSzZ1LgddImtEttKYC75N0R593pow2bwaPbOqjuZg7zx9W3jeV9/NjKXca2U3SLe1G2NZczJ2hHZW9e18fZe68Atir59dIGWnuHAO8X9Ltff5QXJk7X6HcGvmdwC2Uz2e92hHndaDNr3w3n3kg6QngLGCn7tA8JN0laWfgZGBDSTP7+iZBmU/7SNqPsoNpIWBPYLeIWA44JyLe13B8LS1POXd6ekSsBTxBWZTuSDnEvpfXKhgw0tzZC9g9IpaLiAsi4r0Nx9fSCsA3hz6wdAuwa4G1u+ePiYhdWg2useq8Ac6LiH9pN7zmRps7x0bEzq0G11Ll/XwnysVEN2s4vLFgtLlzdETs1LcdKTDq3DkF6O31dTojzZ2fA6/unj+qr+9ZlbnzFsrniDdImtW3HSmd0daB5/f4M4SNYT4yZR5FxBqUcxkfp3wI/q2k5yJiS+AwYJOefxO6GDB94DoX2wFbUva4rwWs3uNv0SdKmhkRKwILSZrWPb4t5dzYrT13PHdGEuUuLA9STh9WRLybcq2dqcDZlEOC+7j48rwZhedOzu/ndZ47Oc+dOs+dnOdOzu/nNj/yzpQXISIWAr5IudXmJcAMykW1TpN0asuxjRXDzxWOiMeB/dTDWydmhg6xj4iLgHMkfav1mMYCz53Zhp+mMjBnlqZcwG9x4EueO543w3nuzB2/n7+Q587c8dx5Ic+dueO5U+f3c5ufeGfKPIo5bxE4BXgL5ZQNSfpOy7GNVd2RGIdL2qP1WFobYaHxXmCX7vBgG8ZzJxcRpwArS9qq9VjGGs+bOs+dwu/n867vc2dg54Dnzghq12Hq+9wZ4rkzb/x+bmOdd6bMgyi3LKM7HG9rysVEv9h4WGPGsD5bAFtJOqh7fKL6ey2ZWps1gKcl3dd2hO0NLTA8d15oWJttJH0yItalzJ3bWo+vJc+bOs+d3ECbbYD1/H4+J8+d3EAbrwVH4LkzMn+OyPkzhM2vfAHaUUTEYhGxTpQr1j83cNjZ/sBD3e9MaDfCtip9DgBug/LC2McXwblsM62vO1IiYtWIWHDo52F9bh96rKdzp9bm1u6xG/u4KI2IbSNi+aGf/Zozp1H69H3ufCIiNhv6eaDNx4Hfdb/T5/fzrI/nTsTXI+LwKLf1xWvBOVX6eO5ErBgRO0bEZH+OmFOljd/Pbb7hnSkVEfEa4ALKRn1ZlAsjEREvAa4ZOndv8Ly+PpmLPr09J9Zt6iJideC3wIci4pURMbl7fDXgKklnNh1gQ26Ti4jXAocAjwx7fDG8Xc1Nnz7PnXWBdwPThj2+PGW7Oh16/X4+Wp8+z521gDcDa1CuazH0+OrAz7wWHLVPn+fO64DvA/sAN0fEEt3jLwWu7vPcmYs2vX4/t/mHT/OpiIgfAZcDJ1LuAf8zYAPgfM2+P3x6fuh45z45t6mLiCWByyjnCU8HvgdcCawHXCTp6b72cZtcRFwInCvpjIhYG1gT2Ak40duV+9RExAnA7ZKOj4hNgO2A7YGjKM1m9rUNuE9NRPyQ8pr8KHAg8BFJ13TPTexzG3Cfmog4H7hY0qkRcRRwH/BW4EhJl3a/4zZuY/MxH5mSiIiNgEmSjpM0A/hnYGPgfuDCiNgXoK8bufvk3GZ0kh4FPgccB3yBsmi/GviopKe73+llH7cZWffN+euBZyJiEnA0ZQfTNOCCiPgQ9LMNuM9cuBlYu/v71O7no4APA/8eEdHjNuA+I4pyXYuFJB0v6bvAmcDBEfH6wd/rYxtwn5qIWAqYCNzQPbQrsBBwDnByRBwJbtM95DY23/KRKYmIeBUwQdKt3bc0O0j6VPfcGyjf9h2gngZ0n5zb1MXsuyGsAXwN2BN4KeXoizso10v5TLdToVfcJhfliv5bA6t1/31I0o7dc2+ifJN+YI+3K/ep6A4dPwK4HthQ0t7d45OAs4G9JT3WboRtuc/IIuKNwCPd+/kEypeQhwFLAx/o4+kZg9ynLiIOAtYBBKwmaf3u8eWAIynb1ZMNh9iM29h4MbH1AMYqSb8Z+PFG4JaBn9cEVu3rohTcp8Zt6oa+aZA0rfv24S3Amyi3vjs+Ij7Ux50F4DY1ku6LiNMo5+U/Dlwy8PQawCt6vl25T4Wk/4uIy4H3AStExJ7AT4DNgeX6uKNgkPuMTNJVAz/OUrnTyFHAacBFEfGvku5vNLzm3GdUx1OuI3MvsEdETJH0e2ArYJme7yxwGxsXfGTKMFEuELobMBOYQLkI0m8Gnv87yrfEe0m6qckgG3KfnNvUdX12pfSZRLmOzJ2Ua8usKmmlhsNrym1yA9vVc92fKyTdO/D84sA1wJ493q7cZwQD29VQm4u7pz4CTAEWAZYADpZ0y4j/yDjmPrmuze7ADMr7+VWSpg17fipwqKTftRllO+6TG9iuBDwJXCvprog4gHLa9xWUI5TfJenmZgNtwG1sPPLOlGEi4mzKRv4w8GfKOefXAF+T9ERE7A0sK+nQdqNsx31yblOX9PkRcBawoKRHo9we79mGw2zCbXLD2jxBaXMVcEK3Xb0LWEXS4Q2H2Yz75Ia1mc7s7eobwJLAM5TrWz2S/iPjmPvkRns/735npcEdl33iPrkRtqt1gcskHRsRu1B2Ut4p6fqGw2zCbWw88s6UAVFuAfhjSWt3Py9NOS3jrcBjlItBClhA0sxmA23EfXJuU1fp8w7Km+pUSdMbDrEZt8nNxXZ1ODALb1fuM8xcbFdH9HHn5BD3yc3FdnV0X1+TwX1qKm3eDjws6bCW42vJbWy88t185vQg8IuI2AtA0sPAf1OuTr4OsEV3TYO+XlDLfXJuU5f1OZ3yzcSG7YbWnNvkRtuuNvd25T6JrM1plO3qDe2GNia4T662Xb2Ofr8mg/vU1N7P14uIrRqOrTW3sXHJO1MGdBfnOwv4cEScFBGrS5oh6UbKtS7ePPB7veM+Obepq/T5JaXPTk0H2JDb5Lxd1blPbi7a7Nh0gI25T26UNlfR49dkcJ+aUdpcAezQdoTtuI2NV96ZMoykn1AugvQIcGpEnBDl9rb7UBYYveY+Obepc5+c2+Tcps59cm5T5z45t6lzn5zb5NzGxiNfMyUREQsDq1Cuaj8DuF3SSW1HNXa4T85t6twn5zY5t6lzn5zb1LlPzm3q3CfnNjm3sfHEO1OAiAhJioigXLn+2YjYFJgi6dyIWKA777yX3CfnNnXuk3ObnNvUuU/ObercJ+c2de6Tc5uc29h41/vTfCJiQvlPLKJi6Or1XwN+3/29t3uc3CfnNnXuk3ObnNvUuU/ObercJ+c2de6Tc5uc21gfTGw9gJYiYgPgY8DTwJMR8WvgFMqhZzdKuhr6efE+cJ8at6lzn5zb5Nymzn1yblPnPjm3qXOfnNvk3Mb6oten+XQb9lTgD8CClCtJLwJ8XtLt3e/09vAz98m5TZ375Nwm5zZ17pNzmzr3yblNnfvk3CbnNtYXvd2ZEhHLAN+QtHP380LAFGBbYC3gUEl/bDjEptwn5zZ17pNzm5zb1LlPzm3q3CfnNnXuk3ObnNtYn/T5mikPA49HxPcjYklJT0u6F7gIWBp4R9vhNec+Obepc5+c2+Tcps59cm5T5z45t6lzn5zb5NzGeqO3O1O6w8reT9ngvxsRe3ePPwDcDqzecHjNuU/ObercJ+c2Obepc5+c29S5T85t6twn5zY5t7E+6d1pPhGxOPBqYGVJ3+se2xnYnXLo2cXA24EtJN3VbKCNuE/ObercJ+c2Obepc5+c29S5T85t6twn5zY5t7E+6uPOlPOBPwJbAg8Cu3b/BdgMWAK4VdK0JgNszH1yblPnPjm3yblNnfvk3KbOfXJuU+c+ObfJuY31Ua92pkTEDsCBkjbtfj4SuEPS6W1HNja4T85t6twn5zY5t6lzn5zb1LlPzm3q3CfnNjm3sb7q2zVTNgZOAoiIAC4H9ouISd1je0XE5Ibja819cm5T5z45t8m5TZ375Nymzn1yblPnPjm3ybmN9VIvjkzpNuqgXPAogGnq/o9HxBWUiyRtCHxU0obNBtqI++Tcps59cm6Tc5s698m5TZ375Nymzn1ybpNzG+u7XuxMGRIRC0t6qvv7gpKeiYh9gcnAjpTD065rOsiG3CfnNnXuk3ObnNvUuU/ObercJ+c2de6Tc5uc21hfTWw9gL+FiPg05b7mK0TEQ5QN+snu6V8BVwKn93Ujd5+c29S5T85tcm5T5z45t6lzn5zb1LlPzm1ybmO9J2lc/wFeB9wGvBFYFzgL+AOw/8DvHAG8rPVY3Wds/XEb93Ebt3GfsfPHbdzHbdzHbcbOH7fxH//R+D/NJyL2ATaStOfAY+sBU4FrJR0UEYtKmt5skA25T85t6twn5zY5t6lzn5zb1LlPzm3q3CfnNjm3MevH3XzOp1wfaeOhByTdAOwFLB0RL+/5Ru4+Obepc5+c2+Tcps59cm5T5z45t6lzn5zb5NzGem/c70yR9DDlfL3zIuL4iJjQPX4P5ZC0NdqNrj33yblNnfvk3CbnNnXuk3ObOvfJuU2d++TcJuc2ZuP4bj4RsQqwKvA/ku6JiOUo9z9fG/g+sDLwEknbtxtlO+6Tc5s698m5Tc5t6twn5zZ17pNzmzr3yblNzm3MZhuXO1MiYlngHGAW8CRwjqQzu+fWo1ww6U7KvdB/12qcrbhPzm3q3CfnNjm3qXOfnNvUuU/ObercJ+c2Obcxm9N43ZlyBmUj/lJEbA98FXirpFvbjmxscJ+c29S5T85tcm5T5z45t6lzn5zb1LlPzm1ybmM2p3F3zZSIeDmwEvBtAEkXA/8J7NQ9v0pEbB0R0W6U7bhPzm3q3CfnNjm3qXOfnNvUuU/ObercJ+c2Obcxe6FxtzNF0oPAvsBjAw+fQTmPD8oe1JU0Hg/JmQvuk3ObOvfJuU3ObercJ+c2de6Tc5s698m5Tc5tzF5ovJ7mE0MbckRMAhYGTgZ+C2wgaeuW42vNfXJuU+c+ObfJuU2d++Tcps59cm5T5z45t8m5jdmcJrYewF/D4B5RSTOAGRHxEPBpYPNmAxsj3CfnNnXuk3ObnNvUuU/ObercJ+c2de6Tc5uc25jNaVzuTEmcDDwl6crWAxmj3CfnNnXuk3ObnNvUuU/ObercJ+c2de6Tc5uc21hvjcvTfDIRsYCkWa3HMVa5T85t6twn5zY5t6lzn5zb1LlPzm3q3CfnNjm3sb7q1c4UMzMzMzMzM7O/1Li7m4+ZmZmZmZmZ2V+Td6aYmZmZmZmZmc0D70wxMzMzMzMzM5sH3pliZmZmZmZmZjYPvDPFzMzMzMzMzGwe/D+xghOef13lSgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABFMAAAICCAYAAAADJoL5AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAACLZElEQVR4nOzdebxdVXn/8c83CSGEABEBFRAiCCIiIAYQRcSx2lpBi3VALVpLbUVrLQ5tHdDWqrW/ts5IrSIOlYoTDhUcQCaReRYQAYWChTCHEEKS5/fH2dHj5a6Te8NJ7sDn/Xqd1z1nP3vtvfZzzr2598laa6eqkCRJkiRJ0tjMmOgOSJIkSZIkTSUWUyRJkiRJksbBYookSZIkSdI4WEyRJEmSJEkaB4spkiRJkiRJ42AxRZIkSZIkaRwspkiSprQk1yZ51gM8xlOTXDGsPmnNJDkyyTsnuh9a95JcmmT/ie6HJEljZTFFkrRGkrw8yTlJFie5Mcn/JNl3ovu1Jqrq1Kp6zKrXD6RAk2RBkurysrg71tuH19upqcvDPUnuSnJ7kjOSvC7Jb34XqarXVdU/TGQ/1db32T5vxPbNkixLcu0Yj3N0kn/s31ZVj6uqk7v4LklOSLIoSY3S/uQkS/u+x67oi81Oclz3eSsLNJKktcViiiRp3JK8Gfh34J+AhwHbAJ8ADpjAbk0286tqHnAQ8M4kz57oDk0Cf1hVGwHbAh8A3gb859o+aZJZa/sc69oEX9OGSXbpe/1y4JohHv8+4L+BPx2wz2FVNa97PGZE7DTgFcCvh9gnSZJ+h8UUSdK4JNkEeC/w+qr6WlXdXVX3VdW3quot3T7rJ/n3JDd0j39Psn4X2z/J9UnemuSmblTLgUl+P8mVSW5N8nd95zui+5/mY7tRDecl2a3RtxlJ3p7kF0luSfLfSTbtYp9Mclzfvh9M8sP07J/k+m775+kVh77V/a/3W5N8J8kbRpzroiQHri5fVXUOcCmwe1/b1yT5WZLbuv+B37bbniT/1uXlju4cu6zKe5Jjktyc5JdJ3rFqVEeSQ5KcluRfumNek+R5fed7dXe+u5JcneTP+2Kr3o+/6Xs/Xt0X3yDJ/+vOeUd3ng262JO6ESa3J7lwrKMAquqOqjoeeAnwJ33X+JsRC0kekuTb3fXe1j3fuq9fj0pySndNP0jy8SRf6GKrRlD8aZJfAT/qtn8lya+76zglyeP6jnd0kk+kN8JqcZLTkzy8++zeluTyJE8Yy/Wtej9GbKskj+6e/36Sy7q+/2+Sw/v2e36SC/Lb0Tu79sWuTfK2JBcBd2fiCiqfB/6k7/WrgGP6d0jy2PRGkNye3hSeF3TbDwUOBt7a5flb3fbfjAarqiuq6j/pfd+MS1Utq6p/r6rTgBVrdHWSJI2BxRRJ0njtA8wBvj5gn78HnkSvgLAbsBfwjr74w7tjbAW8C/gPev+T/ETgqcC7kmzXt/8BwFeATYEvAd9Ist4o530jcCDwNGBL4Dbg413sb4Bduz90n0rvf73/pKp+ZxpBVb0S+BW9URTzquqfgc91/QMgvWLOVsB3B+Rg1b5PAnYBrupeHwj8HfAiYHPgVOC/ut2fA+wH7AjMp1dsuKWLfRTYBNiuu75XAb8pegB7A1cAmwH/DPxnknSxm4DnAxt3bf4tyR59bR/eHXurLi8fT/KQLvYv9N6XJ9PL/1uBlUm2Ar4D/GO3/XDgq0k2X11OVqmqs4Dr6b3nI80APktvFMs2wD3Ax/riXwLOAh4KHAG8cpRjPA14LPB73ev/AXYAtgDOA744Yv8/pvc53Qy4F/hJt99mwHHAv4712lbjP4E/70bp7MJviz17AJ8B/pzedX0KOD5dIbLzMuAP6I18Wj7ywF0B7vbG4xPj3a/hC8BLk8xM8lhgI+CnfcdeD/gWcCK9XL8B+GKSx1TVUfTy/s/d99cfjidxfd6f3jSg08daxJMkaZgspkiSxuuhwKLR/pDrczDw3qq6qapuBt7D7/6xex/wvqq6D/gyvT9WP1xVd1XVpfT+R3rXvv3Prarjuv3/lV4h5kmjnPfPgb+vquur6l56f2QflGRWVS2hVxD5V3p/DL6hqq4f4zV/E9ghyQ7d61cCx1bVsgFtFiW5h94f5J8AvtHXx/dX1c+6HP4TsHt6o1Puo/eH6U5Aun1uTDKTXmHlb7scXQv8P343p7+sqv+oqhX0ij+PoDcFi6r6TlX9onp+TO+P3P4Cxn303q/7quq7wGLgMemNfHkN8FdV9b9VtaKqzuhy+wrgu1X13apaWVXfB84Bfn+MOV3lBnrFmN9RVbdU1VeraklV3QW8j15xhCTbAHsC7+pGIpwGHD/KsY/oRk7d0x3zM13+Vn02dktvpNUqX6+qc6tqKb1i4dKqOqbL6bHAmEamjMF9wM5JNq6q26pq1RokfwZ8qqp+2uX6c/SKOv2f9Y9U1XWrrmmkqtq1quY3Hn853v0arqdXuHsWvREqx4yIPwmYB3yge39+BHybXiFoGN5Gr6i4FXAUvVFk2w/p2JIkjYnFFEnSeN0CbLaaKQZbAr/se/3LbttvjtH9gQq9EQcA/9cXv4feH2OrXLfqSVWtpPfHXP/xVtkW+Pqq/2EHfkZvqP+qosJZwNVA6K3JMCbdH9//DbyiKzC8jN5Uh0E2667hcGB/YNVImm2BD/f18dauP1t1f3R+jN5omv9LclSSjbtjzeb+Od2q7/Vv1ofoCkd05yfJ85Kcmd4UqtvpFTw262t7y4ji2JKu7Wb0Cle/GOX6tgVe3D+iAdiXXhFnPLail4PfkWRukk+lN73oTuAUYH5XWNoSuLXvOqHvMzLatm4UxQfSmwJ2J3BtF+rPw8jP4KDP5APxR/Teg18m+XGSfbrt2wJ/MyKnj+R3P+ujXedEOAY4hN73whdGxLYEruu+V1cZ+XldY12x6a6qurcrOJ3O+It4kiQ9IBZTJEnj9RNgKb3pNC030PvDcJVtum1r6pGrnnTFjK0bx7sOeN6I/2WfU1X/27V9PbB+1/atA853vzuI0BvtcTDwTGBJVf1kdZ3uRhf8P3r5WvW//dfRm+LR38cNquqMrs1HquqJwOPoTfd5C7CI3miGkTn939X1oZsi8lV603UeVlXz6U1PyqB2nUVd30f7X//rgM+PuI4Nq+oDYzjuqr7tSe8P7NNGCf8N8Bhg76ramN70J7p+3whsmmRu3/6P5P7638eX05su9ix6U5oW9B1v2O4GftO3JA//nU5VnV1VB9CbAvMNflvYu47eiK3+nM6tqv/qbz7oxN36JIsbjyPHu98AX6U33ejqqvrliNgNwCPTd6cmfvfzOvAa1kCxdt5HSZKaLKZIksalqu6gt87Jx9NbOHZukvW60Q//3O32X8A7kmyeZLNu/5H/ez0eT0zyom40zJvoTX04c5T9jgTel98u6Lp5kgO65zvSW9/jFfSmx7w1ye6N8/0fvWkEv9EVT1bSm16zulEpI32gO9+cro9/m27x0/QWln1x93zPJHt3a07cTa+QsaIbxfPf3bVt1F3fmxlbTmfTKyDdDCxPb2Ha54yl093Igs8A/5pky250xz5dgeYLwB8m+b1u+5z0FrPdevBRIcnGSZ5Pb4rXF6rq4lF224jeaJDb01tE+N19/folvSlFR6R3K9x9gNWtvbERvc/NLfQKHf+0un6u5hqOTnJ0I3wh8Lgku3fv+RF97WYnOTjJJt20tTv57UKp/wG8rvsMJMmGSf4gyUZj7Vf1bjE8r/F43Xj3G3Ceu4FnAK8dJfxTep/ft3Y/G/an9/58uYvf7/urX3ftc+h9duk+W6sWsJ7ffebmJJmV5GB6hbYT+tqv37UHmN3ta7FFkjRUFlMkSeNWVf9K74/5d9D7I/064DB+uy7IP9L7Y/ci4GJ6i3j+4wM45TfprRlyG71CyIu6P0RH+jC9tTNOTHIXvYLL3l0R5gvAB6vqwqr6Ob1FYD+f313cc5X30ysG3Z6+O63Qm9rweMZfGPpO1/c/q6qvAx8EvtxNN7kEWHXnnY3p/UF9G71pEbfQG1ECvUU876Y3Tek0eguwfmZ1J+7WG3kjvWLMbfRGaIy2vkjL4fTew7PpTcf5IDCjqq6jN9Lj7/jtZ+AtDP7d4lvd+3IdvUWK/5XfXUS3378DG9AbHXMm8L0R8YPpLYZ8C73P1rH0iiUtx9DL6f8ClzF6MW48Hklvesn9VNWV9O549QPg59x/5M0rgWu79/91dIsbV+/OT39Gb6rXbfQWLT7kAfZzramqc6rqflPAqreW0Avofa4X0Vsz6FVVdXm3y3/SWzPm9iTfGOXQ29IrpK26m8899NZogd50uX+k95lbRO/74sCquqKv/RVdm63oFVnu4XdHdUmS9IClatgjLSVJGp4kRwCPrqpXrG7fddCXVwGHVtW+E90X/a4kxwKXV9W7V7vzAz/XbHqjT3ZtFPUkSdI058gUSZLGoFuf4y/p3T1EE6ybErV9khlJnktvlMw31sW5uzvUPNZCiiRJD14WUyRJWo0kv0dvWsH/0Zteo4n3cOBkerdx/gjwF1V1/oT2SJIkPWg4zUeSJEmSJGkcHJkiSZIkSZI0DrMmugNqm5vNaj4LJrobmqRqDW/yuHy0+5Z0lm3QHql279x2bOVqyrLZaHkzNnf9duzuewf8iLqrHdt4UbtD6y1tH5LV5PTeDduxe7Zt30TkvuXt/sxeb2UzNvPG2c3Yilnt92P2ksFvyNKNBpxzeTsJ6y9px2a038bBfZnXvo4l81c0YwAzZrTb5p6Zzdh697avY87d7VjaaRtoZbsrAMwYcNzls9vXuGLAt8eyOe12g352zB6Qm2VzBidg/bvbn7v172kftwZ8XGcOWJFk1oD79gw6Zh7AgNzl7W9JlmzcPvCg9zGbDPj5OLudgLtv3qDdmdXY4K72+7HBne3YivXaxxz0OR+U89V9X80c9LNl0HEdeC1piriRcxdV1eYT3Y+14blJLRrSsc6FE6rquUM63FBYTJnE5rOAQzlnoruhSWrQH0uDLBpwc8hf7dr+4/WqPdp/uayuL3nGrc3YHtvd3Iyd84st2sc86SHN2LM+M7cZ2/Ly9h8Kg/5QArh6Yfu3/ouP+mUzdtOiOc3Y1g9f0oxt8r5tmrHbH9Z+r7Y7f/CFXLJfu6I0/+b2PwvbndeOzbtlzap7l+/b/kvp3BfePrDt3LntHKx/8bxmbMtftP8i3PGn7dzNvmdgd5qWbDL4+2PO4nbuFm3T/szduVk79qvHLmvGlq/X7s/WP29f/68eM+iuw7Djue3P+YIL25+dQUXc+Te2qyJbXN3uy7IBdYYZg2t0Aw36+XnRs9s5v2mbdlFkvee1f83cfdv2z8ezj3xsuzOrsetJ7fdq1xPaVZFbt24fc1BhdNay9md8VjttAGx8Uzs2qO2gc0rSZPIe0v4lcopbBEP7azaw2ZAONTQWUyRJkiRJ0vDNHNLKIivWcIjwWuSaKZIkSZIkSePgyBRJkiRJkjRcAWYOadrlA5imu7ZYTJEkSZIkSUOW4U3zmYTVFKf5SJIkSZIkjYMjUyRJkiRJ0nAFmDV9765mMUWSJEmSJA1XGOI0n8lnWlxZksXr8Fzzk/xl3+stkxy3rs4vSZIkSZIm1rQopgxbkkEjduYDvymmVNUNVXXQWu+UJEmSJElTycwM5zEJTbliSpJvJDk3yaVJDu3b/v+SnJfkh0k277a9McllSS5K8uVu26bdMS5KcmaSXbvtRyQ5KsmJwDFJDknyzSTfS3JFknd3p/oAsH2SC5J8KMmCJJd0x5iT5LNJLk5yfpKnd9sPSfK17lg/T/LP6zBlkiRJkiStW+nu5jOMxyQ0FddMeU1V3ZpkA+DsJF8FNgTOq6q/SfIu4N3AYcDbgUdV1b1J5nft3wOcX1UHJnkGcAywexd7IrBvVd2T5BBgL2AXYEl3ru90x9ylqnYHSLKgr2+vB6iqxyfZCTgxyY5dbHfgCcC9wBVJPlpV1428uK5AdCjAJmyz5lmSJEmSJElrxeQs8Qz2xiQXAmcCjwR2AFYCx3bxLwD7ds8vAr6Y5BXA8m7bvsDnAarqR8BDk2zSxY6vqnv6zvX9qrql2/a1vuO29B/7cuCXwKpiyg+r6o6qWgpcBmw72gGq6qiqWlhVC+ey+WpOJ0mSJEnSJLRqAdppOjJlcvaqIcn+wLOAfapqN+B8YM4ou1b39Q+Aj9MbcXJutxbKaBOuVu1/d2N76/X9ujggdm/f8xVMzVFBkiRJkiSNjWumTBqbALdV1ZJuGs2Tuu0zgFWLwL4cOC3JDOCRVXUS8FZ6C8fOA04BDobfFGcWVdWdjfM9u1tjZQPgQOB04C5go8b+/cfeEdgGuGJNLlSSJEmSJE1OU210xPeA1yW5iF6R4sxu+93A45KcC9wBvASYCXyhm8IT4N+q6vYkRwCf7Y6xBPiTAec7jd60nUcDX6qqcwCSnN4tOvs/9Ea+rPIJ4MgkF9ObVnRIt17LEC5dkiRJkqQpYtUCtNPUlCqmVNW9wPNGCc3rvr5zxPb7rXFSVbcCB4yy/YhRjntTVR02yr4vH7Fpl277UuCQUfY/Gji67/XzRzmXJEmSJEnTxySdojMM07dMJEmSJEmStBZMqZEp69LI0SSSJEmSJGmMAsyavuM3LKZIkiRJkqThyuS9E88wTN8ykSRJkiRJ0lrgyBRJkiRJkjR83s1HkiRJkiRpjILFFEmTz+x71mz+4ZL5K5uxs553d7vdvBXN2BOf+n8Dz3n+jx/ejD3y9x/ZjO1wV/uYc+9oX//KmTUg1j7mnVu0YwCzlrXP+fTfe1Qzdvsj2v25/MnLmrGNF7X/8Rl0HVc/oX1MgKUbtvtz/fx225lvvqYZmz2r/bm65r+3acYe94qrm7Gtb9y4GQN4/OHtz86gHMy7rZ3X+Te23+NlG7TzduvW7dh5z7mnGQN4wp9e2Yw9ZNZ9zdgFn9u5GZt/c/sDMv+mAR+eAe7eYfB1PO21ZzRjt67coBk78K6LmrFFG8xrxj69eM9m7Ipjt23GNr518PVvedV6zdjDr2q3ffTZ7Xa7fn92M/brU+Y0Y+vd3P7e2WNe+zMHg39GLh3Q9tc7DDxs003btX8GLNmkfb7FD2m3A9ji2nbOdzy9Hdv45oGHlSTpAbOYIkmSJEmShmuaL0BrMUWSJEmSJA3fNJ7mM32vTJIkSZIkaS1wZIokSZIkSRqu4DQfSZIkSZKksYvTfCRJkiRJktTjyBRJkiRJkjRcTvORJEmSJEkah+A0n+kgye5Jfr/v9QuSvH0Nj3Vgkp37Xr83ybOG0U9JkiRJkjS5PWiKKcDuwG+KKVV1fFV9YA2PdSDwm2JKVb2rqn7wgHonSZIkSdJ0MjPDeYxBkucmuSLJVaMNnEhyQJKLklyQ5Jwk+4617WgmbTElyTeSnJvk0iSHdtsWJ/lgt/0HSfZKcnKSq5O8oNtnTpLPJrk4yflJnp5kNvBe4CVd4l6S5JAkH0uySZJrk8zo2s9Ncl2S9ZL8WZKzk1yY5Ktd7MnAC4APdcfaPsnRSQ7q2j+zO+/FST6TZP1u+7VJ3pPkvC6200TkVZIkSZKktS7d3XyG8VjtqTIT+DjwPHoDH17WP5uk80Ngt6raHXgN8OlxtL2fSVtMAV5TVU8EFgJvTPJQYEPg5G77XcA/As8GXkivWALweoCqejzwMuBz9K7zXcCxVbV7VR276iRVdQdwIfC0btMfAidU1X3A16pqz6raDfgZ8KdVdQZwPPCW7li/WHWsJHOAo4GXdOefBfxF3zUtqqo9gE8Ch4920UkO7apk5yzh5vFnTZIkSZKkB5e9gKuq6uqqWgZ8GTigf4eqWlxV1b3cEKixth3NZC6mvDHJhcCZwCOBHYBlwPe6+MXAj7uix8XAgm77vsDnAarqcuCXwI6rOdexwEu65y/tXgPskuTUJBcDBwOPW81xHgNcU1VXdq8/B+zXF/9a9/Xcvv7+jqo6qqoWVtXCuWy+mtNJkiRJkjRJDW9kymarBh10j0NHnGkr4Lq+19d3235HkhcmuRz4Dr3RKWNuO9KkvJtPkv2BZwH7VNWSJCcDc4D7+ipJK4F7AapqZZJV17Im9146Hnh/kk2BJwI/6rYfDRxYVRcmOQTYf3VdX0383u7rCiZp7iVJkiRJesCGe2vkRVW1cDVnG6nut6Hq68DXk+wH/AO9usOY2o40WUembALc1hVSdgKeNI62p9AbRUKSHYFtgCvoTQvaaLQGVbUYOAv4MPDtqlrRhTYCbkyy3qpjdlrHuhxYkOTR3etXAj8eR98lSZIkSdL4XE9vRssqWwM3tHauqlOA7ZNsNt62q0zWYsr3gFlJLqJXLTpzHG0/AczspuYcCxxSVfcCJwE7r1qAdpR2xwKv4LdTfADeCfwU+D69QskqXwbe0i00u/2qjVW1FHg18JXu/CuBI8fRd0mSJEmSpr51uAAtcDawQ5JHdTegeSm9GSh93cmjk6R7vgcwG7hlLG1HMymnmnTFj+eNEprXt88RI9rM674uBQ4Z5Zi3AnuO2Hx0X/w4RgzvqapP0lssduSxTqfv1sj956uqHwJPGKXNgr7n57D6KUOSJEmSJE1dw5vmM1BVLU9yGHACMBP4TFVdmuR1XfxI4I+AVyW5D7iH3o1jChi17erOOSmLKZIkSZIkaQoLYx1VMhRV9V3guyO2Hdn3/IPAB8fadnUm6zQfSZIkSZKkScmRKZIkSZIkabiSdTbNZyJYTJEkSZIkScO3Dqf5rGvT98okSZIkSZLWAkemSJIkSZKk4QpO85E0MS7fb2UzduKr72rGFm+yohl7zO63NWNbHr1lM7Z0brsvj/jUjs0YwPZ3tH+Izl7Sbnfr1u3YmS9e1oy98FPt28I/+u6bmrEfbLhT+4TA4gP3a8YWnDezGZt3S/v6t7lw/WZs+ex2X2bf0z7fjBXrtRsCM9ofD2asaPd16eGPacZ+tVs1Yw/boB2784zHNmNbbdhuB7D1pe3BldtcNKcZO+uF7c/OaS9b2ozdddDNzdiy+9p9ue3quc0YwE/+69HN2JZXtz8Em85p52fJxu03ee6d7c/H/F+3r2Pnv9q8GQM4da9nNGO/3m55M3bNBU9pxm5/WPs6djqtfR2PHfAzZ94tzRAw+PvjxL+4txm7fYt2w3m3t/O6eH77Z+vuP2h/jh995uDBxbPvGRRt52fQ9S/edNAx2z+TZrW/5VZr4/aPbOYOeJ8lSZNBnOYjSZIkSZKkHkemSJIkSZKk4XKajyRJkiRJ0jgEp/lIkiRJkiSpx5EpkiRJkiRpyKb3ArQWUyRJkiRJ0nAFmDF910yZvmUiSZIkSZKktcCRKZIkSZIkafic5jP1JTkQuLKqLpvovkiSJEmSNK1N81sjT98y0f0dCOw80Z2QJEmSJElT25QupiT5RpJzk1ya5NBu2+K++EFJjk7yZOAFwIeSXJBk+yS7JzkzyUVJvp7kIV2bk5N8MMlZSa5M8tRu+5wkn01ycZLzkzy9235I149vJbkmyWFJ3tztc2aSTbvzndfXrx2SnLsucyVJkiRJ0rrT3c1nGI9JaHL2auxeU1VPBBYCb0zy0NF2qqozgOOBt1TV7lX1C+AY4G1VtStwMfDuviazqmov4E1921/fHevxwMuAzyWZ08V2AV4O7AW8D1hSVU8AfgK8qjvfHUl27/Z/NXD0aH1NcmiSc5Kcs4Sbx5UMSZIkSZImhVXTfIbxmISmejHljUkuBM4EHgnsMJZGSTYB5lfVj7tNnwP269vla93Xc4EF3fN9gc8DVNXlwC+BHbvYSVV1V1XdDNwBfKvbfnFf+08Dr04yE3gJ8KXR+lZVR1XVwqpaOJfNx3I5kiRJkiRpHZqyC9Am2R94FrBPVS1JcjIwB6i+3ebcv+WY3Nt9XcFvczSoHHZv3/OVfa9X9rX/Kr1RLj8Czq2qW9awb5IkSZIkTX4zpvr4jbapfGWbALd1hZSdgCd12/8vyWOTzABe2Lf/XcBGAFV1B3DbqvVQgFcCP2awU4CDAZLsCGwDXDHWzlbVUuAE4JPAZ8faTpIkSZKkKSdDmuLjNJ+h+x4wK8lFwD/Qm+oD8Hbg2/RGgNzYt/+Xgbd0C8NuD/wJvQVpLwJ2B967mvN9ApiZ5GLgWOCQqrp3NW1G+iK9kTMnjrOdJEmSJEmaJKbsNJ+ukPG8Rvi4UfY/nfvfGvlJo+y3f9/zRXRrnnQjSw4ZZf+j6VtMtqoWtGL01l35TFWtaPRbkiRJkqSpL0zaO/EMw5Qtpkw1Sb4ObA88Y6L7IkmSJEnSWjdJp+gMg8WUdaSqXrj6vSRJkiRJ0mRnMUWSJEmSJA1XMq3v5mMxRZIkSZIkDd80nuYzfctEkiRJkiRJa4EjU6RJbN4t7UrurPvasWy0vBnbetPFzdgPd7+nGbt39uHt8z1qNXcJ//4VzdCfn/GvzdiXvvb4ZuwFH9+kGft1Nm7GNl1/STP2o19u24wBbLLlymZsyfyZzdidm1cz9oUjbm/GNnxYO6//uucPmrFXP+5NzRgAf9deB/v3DnxnM3bbex7TjO3+vdnN2PJ2iC2ubv8zNGtZux3Axje1Y7OWtb8/9jum3aHrd2m/V7devmUz9uM/v6UZe/h1AxIAzL+pnYOrdmt/T+533EbN2EX7t28aN/PfftaMfeO0rZqxHS/coBkDeP9ff74ZW5n2+3H0ij2bsafMa+f1P760sBl7zVvaPx9Wtr9VAZh7x4DPzhfWb8aWzmsfc9kG7c/V4oe2Y7c/vP0z57Knt9sBbHxz+//LlmzSbnvyS+9qxuYsaSfvKa9s/5y/9pb2z+QLz3toMwbwog/Pb8Z2Pmk1b6YkaWJ5Nx9JkiRJkqRxmuE0H0mSJEmSJOHIFEmSJEmSNGyJ03wkSZIkSZLGxWk+kiRJkiRJAkemSJIkSZKkYfNuPpIkSZIkSeMRp/lIkiRJkiSpx5EpIyQ5ELiyqi6b6L5IkiRJkjQlTfNpPtP3ytbcgcDOE90JSZIkSZKmtBkZzmMSmnTFlCSvSnJRkguTfD7Jtkl+2G37YZJtuv2OTvLJJCcluTrJ05J8JsnPkhzdd7zFSf5fkvO69pt327dP8r0k5yY5NclOSZ4MvAD4UJILun3ut1/f+T+S5Izu/Af1nfOtSS7uruEDrfOtw7RKkiRJkqQhmVTTfJI8Dvh74ClVtSjJpsDngGOq6nNJXgN8hN7oEYCHAM+gVwD5FvAU4LXA2Ul2r6oLgA2B86rqb5K8C3g3cBhwFPC6qvp5kr2BT1TVM5IcD3y7qo7r+vTDkft15wR4BLAvsBNwPHBckud1/du7qpZ018Bo5+s7jiRJkiRJ00cyraf5TKpiCr3iwnFVtQigqm5Nsg/woi7+eeCf+/b/VlVVkouB/6uqiwGSXAosAC4AVgLHdvt/AfhaknnAk4GvJL8ZMrT+yM6MYb9vVNVK4LIkD+u2PQv4bFUt6buGMZ2vO+ehwKEAm7DNaLtIkiRJkjT5TdIpOsMw2YopAWo1+/TH7+2+rux7vup169qK3vSm26tq99Wca3X79Z8zfV9HXsNYz0dVHUVvFAtbZuHqciFJkiRJktaxyTbm5ofAHyd5KEA3ReYM4KVd/GDgtHEecwawaj2TlwOnVdWdwDVJXtydJ0l26/a5C9gIYDX7tZwIvCbJ3FXXsIbHkSRJkiRpalp1N59hPCahSdWrqroUeB/w4yQXAv8KvBF4dZKLgFcCfzXOw94NPC7JufSmEb23234w8KfdeS4FDui2fxl4S5Lzk2w/YL/WNXyP3vop5yS5ADh8NeeTJEmSJGmaGdKdfCbpVKHJNs2HqvocvUVn+91vodaqOqTv+bXALqPFutfvBN45Yts1wHNHOe7p3P/WyKPtN/Ic8/qefwD4wFjOJ0mSJEmSppZJV0yRJEmSJElTXIAZk2oyzFBN+2JK/4gRSZIkSZK0jsycnFN0hmH6lokkSZIkSZLWAospkiRJkiRpuJLeNJ9hPMZ0ujw3yRVJrkry9lHiBye5qHuc0X+H3STXJrk4yQVJzhnL+ab9NB9JkiRJkjQB1tGdeJLMBD4OPBu4Hjg7yfFVdVnfbtcAT6uq25I8DzgK2Lsv/vSqWjTWczoyRZIkSZIkTWV7AVdV1dVVtQz4MnBA/w5VdUZV3da9PBPY+oGcMFX1QNprLdoyC+tQxjTCSNPU8tnt789LnrWyGbv+scubsV8vuK8Ze+prLx1bx0Y45fItB8Zvv312M/bELz6kGdvlR+s1Y3Nvb59vxoo1i81a1o4BXPWk9vvxjTe0O7TNz+c0Y9futLQZe9G/z2/Gtjt7zav8K2e2Y8s2GNBuwFjG5e23mAue2/7M/eqx7aQv3mTAmwXMuq+dg11PaV/ITqe2L2Tjm9rnG/TZGZS3O7dox2Dw+zEoNujzOug6Br1Xg8xZPDh++yPasdNe1v6cL57f/ll2w4J7m7Etr12/Gdv/8+03ZNPrB3/vzL6nHVsyvx2b0f6xO/CYgz47g97j1b0fgyzetB0b9H0+q/12DMzNoOsf9FldnRkrpu+ihpIePN5Dzq2qhRPdj7Vh4Q6b1Tn/9odDOVb+8OhfAv2jRo6qqqN+E08OAp5bVa/tXr8S2LuqDhv1eMnhwE59+18D3AYU8Kn+Y7c4zUeSJEmSJA3f8G6NvGg1RafRKuyj/k9okqcDfwrs27f5KVV1Q5ItgO8nubyqThnUIYspkiRJkiRpuBJWrqM1U+itk/LIvtdbAzfcv0vZFfg08LyqumXV9qq6oft6U5Kv05s2NLCY4popkiRJkiRpKjsb2CHJo5LMBl4KHN+/Q5JtgK8Br6yqK/u2b5hko1XPgecAl6zuhI5MkSRJkiRJQ1XAyuFN8xl8rqrlSQ4DTgBmAp+pqkuTvK6LHwm8C3go8IkkAMu7qUMPA77ebZsFfKmqvre6c1pMkSRJkiRJQ7cOp/lQVd8Fvjti25F9z18LvHaUdlcDu433fE7zkSRJkiRJGgdHpkiSJEmSpKGqhBUzp+/4DYspkiRJkiRp6NblNJ91bcqXiZIckeTwcey/uPu6ZZLj1vCchyTZsu/1p5PsvCbHkiRJkiRJU8uDdmRKdx/pg9aw+SH0bpW06l7U91vERpIkSZKkB61AraO7+UyEKXllSf4+yRVJfgA8ptu2fZLvJTk3yalJduq2PyrJT5KcneQf+o6xIMkl3fOZSf4lycVJLkryhm77u7p2lyQ5Kj0HAQuBLya5IMkGSU5OsrBr87LuOJck+WDf+RYneV+SC5OcmeRh6yxhkiRJkiStQ71bI2coj8loyhVTkjwReCnwBOBFwJ5d6CjgDVX1ROBw4BPd9g8Dn6yqPYFfNw57KPAo4AlVtSvwxW77x6pqz6raBdgAeH5VHQecAxxcVbtX1T19fdsS+CDwDGB3YM8kB3bhDYEzq2o34BTgzxrXd2iSc5Kcs4Sbx5oWSZIkSZK0jky5YgrwVODrVbWkqu4EjgfmAE8GvpLkAuBTwCO6/Z8C/Ff3/PONYz4LOLKqlgNU1a3d9qcn+WmSi+kVSB63mr7tCZxcVTd3x/oisF8XWwZ8u3t+LrBgtANU1VFVtbCqFs5l89WcTpIkSZKkSSjDGZUyWUemTNU1U2rE6xnA7VW1+xj3Hykj90kyh97oloVVdV2SI+gVbVZ3nJb7qmrVOVYwdXMvSZIkSdJAvWk+U3H8xthMxSs7BXhht1bJRsAfAkuAa5K8GKBb22S3bv/T6U0LAji4ccwTgdclmdW135TfFk4WJZnH7y5Wexew0SjH+SnwtCSbJZkJvAz48ZpcpCRJkiRJmpymXDGlqs4DjgUuAL4KnNqFDgb+NMmFwKXAAd32vwJen+RsYJPGYT8N/Aq4qGv/8qq6HfgP4GLgG8DZffsfDRy5agHavr7dCPwtcBJwIXBeVX3zAVyuJEmSJElTktN8Jpmqeh/wvlFCzx1l32uAffo2faDbfi2wS/d8OfDm7tHf9h3AO0Y55lfpFXJW2b8v9iXgS6O0mdf3/DjguFH6L0mSJEnSlFcJKzLlxm+M2fS9MkmSJEmSpLVgSo5MkSRJkiRJk9tknaIzDBZTJEmSJEnS0E3nYorTfCRJkiRJksbBkSmSJEmSJGmoKlAzpu/4DYspkiRJkiRpyCbvbY2HIVU10X1Qw5ZZWIdyzkR3Q5PUrVu3v3fv3HxAbIt2bMaK9vm2vrRdVb72CSvbDYGrFi5rxubd1j7u4oe0j7vrD9dvxhac1/6hPegaB8UAVs5sxxZt24599/V3Dz5wwz373NGMPew7mzZjL/jQnIHHXT67HRuUg0HtBhmUtwfyfsxZvGb9uWm7duxHr76nGXvaW85txg5cclEzdspGOwzszw33bdSMfeH77bYH/2P7MzDnrvb3wPwb232Z2/7IMWPF4F+GVs5cs98nBh130DEv+r32z4cfvfyuZmzeHQM+kMCN297bjD31Gxs3Y8/4dPsbZNB1rOn3x+qs7v1aE2t6HYPMWjZ9f8mWpLF4Dzm3qhZOdD/Whl0f94j69rF/MpRjbfv4D066PDkyRZIkSZIkDVdgpdN8JEmSJEmSxqaAlZm+IxCnb5lIkiRJkiRpLXBkiiRJkiRJGrrpvACtxRRJkiRJkjRUlUzrNVOm75VJkiRJkiStBY5MkSRJkiRJQ7diGi9AazFFkiRJkiQNVTG9b408fa9MkiRJkiRpLZiUxZQkuyf5/b7XL0jy9rVwnsXj2PfoJAeN8/ivS/Kq8fdMkiRJkqSpLFSG85iMJus0n92BhcB3AarqeOD4iexQS5KZVbVitFhVHbmu+yNJkiRJ0oTL9L418lBGpiR5RZKzklyQ5FNJZiZZnOSDSc5N8oMkeyU5OcnVSV7QtZuT5LNJLk5yfpKnJ5kNvBd4SXe8lyQ5JMnHujbbJvlhkou6r9t0249O8pEkZ3TnOKjbPq/b77zuPAeM8ZqS5GNJLkvyHWCLvti1Sd6V5DTgxUn+LMnZSS5M8tUkc7v9jkhyePf85C4fZyW5MslTG+c9NMk5Sc5Zws1r+pZIkiRJkqS15AEXU5I8FngJ8JSq2h1YARwMbAicXFVPBO4C/hF4NvBCesUSgNcDVNXjgZcBn+v69C7g2KravaqOHXHKjwHHVNWuwBeBj/TFHgHsCzwf+EC3bSnwwqraA3g68P+SMY0TeiHwGODxwJ8BTx4RX1pV+1bVl4GvVdWeVbUb8DPgTxvHnFVVewFvAt492g5VdVRVLayqhXPZfAzdlCRJkiRpcilgZWYM5TEZDWOazzOBJwJndzWKDYCbgGXA97p9Lgburar7klwMLOi27wt8FKCqLk/yS2DH1ZxvH+BF3fPPA//cF/tGVa0ELkvysG5bgH9Ksh+wEtgKeBjw69WcZz/gv7opPDck+dGIeH+RZ5ck/wjMB+YBJzSO+bXu67n8NgeSJEmSJE0703mazzCKKQE+V1V/+zsbk8OrqrqXK4F7AapqZZJZfW0fqOp7fu+IfkFvlMzmwBO7Ys61wJw1OPZId/c9Pxo4sKouTHIIsH+jzar+rWDyrlcjSZIkSZIGGMZ4mR8CByXZAiDJpkm2HWPbU+gVO0iyI7ANcAW9aUEbNdqcAby0e34wcNpqzrEJcFNXSHk6MJ6+vbRb/+UR9KYItWwE3Jhkva5PkiRJkiQ9eCWsHNJjMnrAoyOq6rIk7wBOTDIDuI9uLZQx+ARwZDf1ZzlwSFXdm+Qk4O1JLgDeP6LNG4HPJHkLcDPw6tWc44vAt5KcA1wAXD7Gvn0deAa9KUpXAj8esO87gZ8Cv+z2bxWCJEmSJEma9gpYMWNyrncyDEOZatItEjtyodh5ffEjRuw/r/u6FDhklOPdCuw5YvPRXexaekWOkW0OGfF61TkW0VtnZbR+zxttexcr4LBGbMGI158EPjnKfkf0Pd+/7/kiXDNFkiRJkqQpyXU7JEmSJEnS0E3WKTrD8KAvpiR5PL27AvW7t6r2noj+SJIkSZI01fVujWwxZdqqqouB3Se6H5IkSZIkaWp40BdTJEmSJEnSkCWUC9BKkiRJkiSNndN8JE2Iy/db2Yyd8aIlzdgW163XjD3tQ6c2Y8+/9eJmbNO7FjdjS9af3YwBvPKYUW+MBcAz3/2TZmyXlTc2Yx97dXtZo+9cv2Ez9qcvengztvHNg3/Y37RdNWMXPfu+ZmzTX7d/1F78tLuascd+Z9Nm7BmfmdOMnfnHy5sxgLl3tK/zpgUrmrEbtm9f44JL2p+BBRe2r3/Wvc0Qs+8Z/H4smd9+P+790bnN2FeeckD7oI/avx077Kpm6I/+9RPN2BVHPK59TODhV7fz8/f/3Y4tH/Btd+0e7dx8+w13N2P37db+PC5dOrN9QmCHEzZpxvb7wvrN2MY3tft6/ePasZUz27Edz9+gGbvkSe3rB3jaV9vXccs7f9WMbfXJM5uxj1z3pGZsu83vaMauXbRxM7bhh7ZpxmDw992PXtnOwaCfV9td0P63ZZCH/7z92Zl7R/t9BNj4pnZs1rLp+wu6JGnys5giSZIkSZKGygVoJUmSJEmSxmk6F1Om72owkiRJkiRJa4EjUyRJkiRJ0lBVwspM3/EbFlMkSZIkSdLQOc1HkiRJkiRpkkry3CRXJLkqydtHiR+c5KLucUaS3cbadjSOTJEkSZIkSUNVwIoZ62ZkSpKZwMeBZwPXA2cnOb6qLuvb7RrgaVV1W5LnAUcBe4+x7f1YTJEkSZIkScO1btdM2Qu4qqqu7p06XwYOAH5TEKmqM/r2PxPYeqxtRzOtp/kkeV2SV010P/olOSTJlhPdD0mSJEmS1qZKhvIANktyTt/j0BGn2gq4ru/19d22lj8F/mcN2wLTfGRKVR050X0YxSHAJcANE9wPSZIkSZKmgkVVtXBAfLT5RDXqjsnT6RVT9h1v235TbmRKklckOSvJBUk+lWRmksVJ3pfkwiRnJnlYt+8RSQ7vnu/exS5K8vUkD0myfZLz+o69Q5Jzu+fXJvmnJD/pKl97JDkhyS+SvK6vzVuSnN0d9z3dtgVJfpbkP5JcmuTEJBskOQhYCHyx6/8G6zJ3kiRJkiStCwWsJEN5jMH1wCP7Xm/NKAMYkuwKfBo4oKpuGU/bkaZUMSXJY4GXAE+pqt2BFcDBwIbAmVW1G3AK8GejND8GeFtV7QpcDLy7qn4B3JFk926fVwNH97W5rqr2AU7tth8EPAl4b9ef5wA70JtjtTvwxCT7dW13AD5eVY8Dbgf+qKqOA84BDq6q3avqnlGu8dBVQ5eWcPO48iNJkiRJ0mSxMhnKYwzOBnZI8qgks4GXAsf375BkG+BrwCur6srxtB3NVJvm80zgifRW1wXYALgJWAZ8u9vnXHqr8P5Gkk2A+VX1427T54CvdM8/Dbw6yZvpFWr26mu6KoEXA/Oq6i7griRLk8wHntM9zu/2m0eviPIr4JqquqCvTwvGcoFVdRS9VYXZMgtXO7RIkiRJkqQHs6panuQw4ARgJvCZqrp01aySbgmQdwEPBT7R1ROWV9XCVtvVnXOqFVMCfK6q/vZ3NiaHV9WqwsMKxnddXwXeDfwIOLdvqA/Avd3XlX3PV72e1fXn/VX1qRH9WTBi/xX0Cj+SJEmSJD0IrNO7+VBV3wW+O2LbkX3PXwu8dqxtV2dKTfMBfggclGQLgCSbJtl2dY2q6g7gtiRP7Ta9EvhxF1tKrwL1SeCz4+zPCcBrkszr+rPVqr4NcBew0TjPI0mSJEnSlFGs02k+69yUGplSVZcleQdwYpIZwH3A61fXrPv6J8CRSeYCV9NbH2WVLwIvAk4cZ39O7NZx+Uk3TGgx8Ap6I1Faju76cQ+wz2jrpkiSJEmSpMlrShVTAKrqWODYEZvn9cWPA47rXj4U+GW3/QJ6i8eOZl9686J+UwSpqgV9z4+mb2HaEbEPAx8e5Zi79O3zL33Pv0pvapEkSZIkSdNTYMUkHVUyDFOumDJWSf4B2Bs4YjX7fR3YHnjGOuiWJEmSJEnT3qppPtPVtC2mVNU7gXeOYb8XroPuSJIkSZKkaWLaFlMkSZIkSdJECSun3D1vxs5iiiRJkiRJGrqaxtN8pm+ZSJIkSZIkaS1wZIokSZIkSRqq6b4Abapqovughi2zsA7lnInuhibQ8tnt78/j3nlPM3bzs25vxg7b+/xm7NcrNmrGvvKF3Zqxba5YvxkDmHtnexDcZU9a0ozt+7V5zdi8W9vHnHNXuy+b/bL9A33Z3HY7gKXt7jD/xnZsyfx2bMaKdmzxpu33f8aK9nXMu7V9TIDZ7ZQzu/2xYtG27djy2e3YDTu1L3LpvPY1bnHNzPZBgUv2v7cZWzy/fc7ZS9ufnds3W96MbXdx+3O+19fbCRj0HgNsfNPgeMvKAekZFFvTY373r5YObPuLZ93ZjK1YtF4ztulN7dj+X9qwGZt7e/t7YM7iZoglmwz+vWfO4gHfW7e02w16nwfFBn3vLG3/SGbZBu0YDM7BjPbHnFnL1uyYa/qZW933x+C20/cXdEkPHu8h51bVwonux9rwqCc+qt595nuHcqxXz37VpMuT03wkSZIkSZLGwWk+kiRJkiRpqIqwMtN3/IbFFEmSJEmSNHQrmb5TMqdvmUiSJEmSJGktcGSKJEmSJEkaqsr0vpuPxRRJkiRJkjR0K5zmI0mSJEmSJHBkiiRJkiRJGrLe3XwcmTJmSRYkefmwj9s419FJDloX55IkSZIkSWNXZCiPyWhtTPNZAIyrmJJk5lrox+rOuc5G5azLc0mSJEmSpLVrTMWUJK9IclaSC5J8KsnMJHsmuSjJnCQbJrk0yS7AB4Cndvv+dbfvh5Kc3e3/590x909yUpIvARd3r09OclySy5N8MemNCUryrq79JUmOWrV9QH9PTvLvSc7o2uzVbT+ia38icEySzZN8tTv22Ume0u33tK7/FyQ5P8lGSR6R5JRu2yVJntrtu7jvvAclObp7fnSSf01yEvDBJNsn+V6Sc5OcmmSn8b1VkiRJkiRNHSszYyiPyWi1IyaSPBZ4CfCUqrovySeAg6vqmCTHA/8IbAB8oaouSfJ24PCqen7X/lDgjqraM8n6wOldMQNgL2CXqromyf7AE4DHATcApwNPAU4DPlZV7+2O93ng+cC3VtP1DavqyUn2Az4D7NJtfyKwb1Xd0xVy/q2qTkuyDXAC8FjgcOD1VXV6knnAUuBQ4ISqel83kmbu6nIH7Ag8q6pWJPkh8Lqq+nmSvYFPAM8YJd+HdudiE7YZwykkSZIkSZpcClg5SafoDMNYpp88k14B4uxuQMgGwE1d7L3A2fSKDW9stH8OsGvf2iabADsAy4Czquqavn3PqqrrAZJcQG/K0GnA05O8lV4BY1PgUlZfTPkvgKo6JcnGSeZ324+vqnu6588Cdu4b6LJxko3oFXL+NckXga9V1fVJzgY+k2Q94BtVdcFqzg/wla6QMg94MvCVvnOtP1qDqjoKOApgyyysMZxDkiRJkiStQ2MppgT4XFX97SixTYF5wHrAHODuRvs3VNUJv7OxNxJl5P739j1fAcxKMofeKI6FVXVdkiO6c63OyELEqtf955wB7NNXXFnlA0m+A/w+cGaSZ3VFmf2APwA+n+RDVXXMiPOM7Neqc80Abq+q3cfQb0mSJEmSprhM65EpY5l89EPgoCRbACTZNMm2Xewo4J3AF4EPdtvuAjbqa38C8BfdiA6S7Jhkw3H0cVWBYlE3wmOsd+95SXe+felNM7pjlH1OBA5b9SLJ7t3X7avq4qr6IHAOsFN3zTdV1X8A/wns0TX7vySPTTIDeOFoHamqO4Frkry4O36S7DbG65AkSZIkacpZ2RVUHuhjMlrtyJSquizJO4ATu4LBfcDrkzwNWF5VX+rWEDkjyTOAU4HlSS4EjgY+TG+6znndwrE3AweOtYNVdXuS/wAuBq6lN61oLG5LcgawMfCaxj5vBD6e5CJ6uTgFeB3wpiRPpzc65jLgf4CXAm9Jch+wGHhVd4y3A98GrgMuoTdSZzQHA5/scrke8GXgwjFeiyRJkiRJmiTGdMveqjoWOHbE5jOBY7r4CmDvvtgzR+z7d92j38ndY9U5Rr4+rO/5O4B3jNKvQwZ0+6sjpyZV1REjXi+iG8EyYvsbRjne57rHyH2PA45bXd+6tWGeO6C/kiRJkiRNCwWsGHwj3iltTMUUSZIkSZKk8ZisU3SGYVoWU6pq/4nugyRJkiRJmp6mZTFFkiRJkiRNnCKsHNM9b6YmiymSJEmSJGnoahpP85m+ZSJJkiRJkqS1wJEp0iR2+yPasV1/tH4zdsmKhzRjX9jkcc3YgTtd1Yzd+sU9mrF609OaMYDnPuVNzdj2d81pxu567v82Yyecv0UzttENs5uxXU7foBnb6bT1mjGApRtVM/brjdrtZixvx36164pmbJuLZjZjn/2nW5qxjTe5r31CYL0rN2zGVs5oX+P+X27d+R02+2W7Nr/rCe3rWLRtM8Tih7b7AvCzfRY3Yy946q+asbfe+YNmbOWM9nUc+Sf7NmOf3nenZmy/rw74cACb/ap9zl8/uv35WLphOz9L57Vjs+9p/w/Rjj9p/1qw73+1v1cBXvChdnxG+zKYsaLdn5Uz29exeNP2MZcOSPnK9scRgOXtHx/ctF27Pz94zZJmbJufDTjoADdt0/5e3uWUwe/Hjqe3P1eD/m2Zfc9quzVug4456P2XJE19LkArSZIkSZI0RsX0LqY4zUeSJEmSJGkcHJkiSZIkSZKGbjqPTLGYIkmSJEmShqoIK6ZxMcVpPpIkSZIkSePgyBRJkiRJkjR0NY1HplhMkSRJkiRJQzed10xxmo8kSZIkSdI4TPpiSpIz1vH5FiR5+bo8pyRJkiRJ00kBKypDeUxGk76YUlVPXlfnSjILWABYTJEkSZIk6QFYSYbymIwm/ZopSRZX1bwk+wPvAf4P2B34GnAx8FfABsCBVfWLJEcDS4HHAQ8D3lxV304yB/gksBBY3m0/KckhwB8Ac4ANgbnAY5NcAHwO+Drw+S4GcFhVndH15whgEbALcC7wiqqqJHsCH+7a3As8E1gCfADYH1gf+HhVfWqYuZIkSZIkSWvfpC+mjLAb8FjgVuBq4NNVtVeSvwLeALyp228B8DRge+CkJI8GXg9QVY9PshNwYpIdu/33AXatqlu7IsnhVfV8gCRzgWdX1dIkOwD/Ra8gA/AEekWbG4DTgackOQs4FnhJVZ2dZGPgHuBPgTuqas8k6wOnJzmxqq4ZepYkSZIkSZpARbybzyRydlXdCJDkF8CJ3faLgaf37fffVbUS+HmSq4GdgH2BjwJU1eVJfgmsKqZ8v6pubZxzPeBjSXYHVvS1ATirqq7v+nMBvSLOHcCNVXV2d647u/hzgF2THNS13QTYAfidYkqSQ4FDeztss/qMSJIkSZI0Ca2c/CuLrLGpVky5t+/5yr7XK/nda6kR7QoGlsTuHhD7a3pTi3ajt8bM0kZ/VnR9yCjnp9v+hqo6YcC5qKqjgKMAtszC0Y4jSZIkSZIm0HQtE704yYwk2wPbAVcApwAHA3TTe7bpto90F7BR3+tN6I00WQm8Epi5mnNfDmzZrZtCko26hW1PAP4iyXqr+pBkwwHHkSRJkiRpylpZGcpjMpquxZQrgB8D/wO8rqqWAp8AZia5mN6aJodU1b2jtL0IWJ7kwiR/3bX7kyRn0pviM2gUC1W1DHgJ8NEkFwLfp7e47aeBy4DzklwCfIqpNzJIkiRJkqTVKmAFGcpjLJI8N8kVSa5K8vZR4jsl+UmSe5McPiJ2bZKLk1yQ5JyxnG/S/zFfVfO6rycDJ/dt37/v+e/EgNOr6q9HHGcpcMgoxz8aOLrv9X307r7Tb9e+53/b6M9hfc/PBp40yuX8XfeQJEmSJGkaC7WORpUkmQl8HHg2cD1wdpLjq+qyvt1uBd4IHNg4zNOratFYzzldR6ZIkiRJkqQHh72Aq6rq6m62yJeBA/p3qKqbuoEP9w3jhJN+ZMp4VdUhE90HSZIkSZIezApYObxbI282YvrNUd3NW1bZCriu7/X1wN7jOH4BJyYp4FMjjj2qaVdMkSRJkiRJE6xgxfCm+SyqqoUD4qOdaDx3x31KVd2QZAvg+0kur6pTBjVwmo8kSZIkSZrKrgce2fd6a+CGsTauqhu6rzcBX6c3bWggiymSJEmSJGmoVk3zGcZjDM4GdkjyqCSzgZcCx4+lYZINk2y06jnwHOCS1bVzmo8kSZIkSRq6dXU3n6panuQw4ARgJvCZqro0yeu6+JFJHg6cA2wMrEzyJmBnYDPg60mgVyP5UlV9b3XntJgiTWKLN21P8/vVLsubsXm3twedPWTTe5qxs27eshl7/FEnNmNz1x+8IPZWL92hGbvsn9uj7+75+iObsRV7LGnGtn3GTc3YZl/erhm7cp92TgH+7++ua8auvnZeM7bdgsXN2PwNlzVjKw/YsRk79Pcua8Y+9Z3PNGMAJ7zoic3YWZssaMa+ftmzm7Hls9v/nGx808z2+Q5c2owtmzN4mut6i9vHPfr8o5uxGx6+aTP2g+0e14y98caTm7Gf/mK3Zuzax7ffY4BZy2Y3Y5v+b/t7edE2K5uxLa9s52aLq9vHXNr+GHPOCwZfx+L57f5semO7P/Nua/fn4T9vx+Ysbv9yNrv9Y45Zywb/Ujeo7cY3tdu+9N0brtExB1m2wXrN2Mp2SgGYNeDtmndLOzZjRTu2ZH47dsNO7fd/UF9WZ+tL2p+BjW9eN7+gS5Kmhqr6LvDdEduO7Hv+a3rTf0a6E2j/MtdgMUWSJEmSJA3ZmKfoTEkWUyRJkiRJ0lAVsHIdTfOZCC5AK0mSJEmSNA6OTJEkSZIkSUO3YhqPTLGYIkmSJEmShq6m8ZopTvORJEmSJEkaB0emSJIkSZKkoZruC9BaTJEkSZIkScNVmdZrpjxopvkkOWMM+7wpydy13I8Dk+y8Ns8hSZIkSZLWngdNMaWqnjyG3d4EjKuYkmTmOLtyIGAxRZIkSZI0bfWm+QznMRk9aIopSRZ3X/dPcnKS45JcnuSL6XkjsCVwUpKTun2fk+QnSc5L8pUk87rt1yZ5V5LTgBcP2O8DSS5LclGSf0nyZOAFwIeSXJBk+wlJhiRJkiRJa1lVhvKYjB6sa6Y8AXgccANwOvCUqvpIkjcDT6+qRUk2A94BPKuq7k7yNuDNwHu7Yyytqn27/b42cr8kHwNeCOxUVZVkflXdnuR44NtVddxoHUtyKHAowCZss9YSIEmSJEmS1syDtZhyVlVdD5DkAmABcNqIfZ5EbzrO6UkAZgM/6Ysfu5r97gSWAp9O8h3g22PpWFUdBRwFsGUWTtIBTZIkSZIktXk3n+np3r7nKxg9DwG+X1Uvaxzj7tXtl2Qv4JnAS4HDgGescY8lSZIkSZpCVjJ9iykPmjVTxuguYKPu+ZnAU5I8GiDJ3CQ7jtJm1P26dVM2qarv0lvYdvdRziFJkiRJkqaYB+vIlJajgP9JcmNVPT3JIcB/JVm/i78DuLK/QVXd3NjvLuCbSebQG73y113sy8B/dAveHlRVv1irVyRJkiRJ0jpWwAqn+Ux9VTWv+3oycHLf9sP6nn8U+Gjf6x8Be45yrAUjXo+6H7DXKG1Px1sjS5IkSZKms0l8J55hcJqPJEmSJEnSODxoRqZIkiRJkqR1Z+XK6TsyxWKKJEmSJEkaqum+ZorTfCRJkiRJksbBkSmSJEmSJGm4ClZO45EpFlMkSZIkSdLQTee7+VhMkSaxjW9u//BZcOF6zdidm69sxq7+j22bsZ1PW78Zu+HfrmvG3rrVqc0YwGve/NBm7L5P/3Ez9s4Pv7MZ+/5fPbMZO3+DFc3Yeo9d3oytztXXzmvGNvrVnGZsu71uaMa2nntnM/bp97bzxg8e2wzd8rH/bLcDlny+2v25dGYztsWu7bzOu7U9a/SSZ7XbPfzq9j9DO54x+J+oO7do5/xvlnxkYNuWpRu1c3P+kna73R86IKeXDJ5Ru2hBu+3y2e12O5/czs/1j2v/DLh16/b55t/Y/pmz3XntnzkAc+5qxwb9LFvZ/six8U3t2Kxl7diyDdqx2x/Rvn6AxQO+7Qb9bB3Un4f/vH2RyzZo92fuHe28Dcr36gx+P9r9mdH+Vma7s9uf80HtBuUNYPY90/eXcEnS1GYxRZIkSZIkDVURp/lIkiRJkiSNx8rBA0KnNO/mI0mSJEmSNA6OTJEkSZIkSUNVBStWOs1HkiRJkiRpzKbz3Xyc5iNJkiRJkjQOjkyRJEmSJElD5918JEmSJEmSxqiY3mumjHuaT5IzxrDPm5LMXbMujasv+yf59to+jyRJkiRJ0irjLqZU1ZPHsNubgHEVU5LMHG9fHoj0rJM1Y9b1tUmSJEmSNKEqrBzSYzJak5Epi7uv+yc5OclxSS5P8sWuQPFGYEvgpCQndfs+J8lPkpyX5CtJ5nXbr03yriSnAS/uXr+n2+/iJDt1++2V5Iwk53dfH7OaPh6S5JtJvpfkiiTv7rYvSPKzJJ8AzgMemeQtSc5OclGS93T7bZjkO0kuTHJJkpd02z+Q5LJu33/pth2d5KBGfk5K8iXg4iQzk3yo71x/Pt7cS5IkSZI0FRRQK4fzmIwe6JopTwAeB9wAnA48pao+kuTNwNOralGSzYB3AM+qqruTvA14M/De7hhLq2pf6BUrgEVVtUeSvwQOB14LXA7sV1XLkzwL+Cfgj1bTt72AXYAlwNlJvgMsAh4DvLqq/jLJc4Adun0DHJ9kP2Bz4Iaq+oOuX5sk2RR4IbBTVVWS+WPIz17ALlV1TZJDgTuqas8k6wOnJzmxqq7pb9DtdyjAJmwzhlNIkiRJkqR16YEWU86qqusBklwALABOG7HPk4Cd6RUPAGYDP+mLHzti/691X88FXtQ93wT4XJId6BW41htD375fVbd0ffsasC/wDeCXVXVmt89zusf53et59IorpwL/kuSDwLer6tQks4ClwKe7wsxY1mo5q69Y8hxg175RLJt05/qdYkpVHQUcBbBlFtYYziFJkiRJ0qQzWafoDMMDLabc2/d8ReN4oVfYeFnjGHc3jtl/vH8ATqqqFyZZAJw8hr6NLESset1/vgDvr6pP3a/TyROB3wfe340geW+SvYBnAi8FDgOeASynmy6VXrVoduPaAryhqk4YQ98lSZIkSZq6ClZ6N59xuwvYqHt+JvCUJI8GSDI3yY7jPN4mwP92zw8ZY5tnJ9k0yQbAgfSmIY10AvCavjVctkqyRZItgSVV9QXgX4A9un02qarv0ltgd/fuGNcCT+yeH0B71MwJwF8kWa87145JNhzjtUiSJEmSpEnigY5MaTkK+J8kN1bV05McAvxXt1YI9NZQuXIcx/tnetN83gz8aIxtTgM+Dzwa+FJVndONavmNqjoxyWOBn3RTkBYDr+jafCjJSuA+4C/oFYe+mWQOvVEmf90d5j+67WcBP+T+I21W+TS9aVDndSNYbqZX5JEkSZIkaVopYIXTfH6rquZ1X0+mb7pNVR3W9/yjwEf7Xv8I2HOUYy1ova6qc4D9u+c/AfpHs7xztD6McFN/n7r9r6W3KG3/tg8DHx7R9hf0RpKMtNco1/B/9NaFWeVvR+tbVa0E/q57SJIkSZI0rZXTfCRJkiRJkgRrb5rPhKqqo4GjJ7gbkiRJkiQ9KBWwchrfn3ZaFlMkSZIkSdIEqrDCaT6SJEmSJEkCR6ZIkiRJkqQhK2DlNB6ZYjFFkiRJkiQNXXlrZEkT4c7N2ys2XbL/vc3Yko1WNmNfPPhjzdh//93CZuxr3/lCM3bNyoc3YwBz5jy3GdvooK83Y0998WbN2Maz27l5xdOubMa+Pf9RzdjixYN/JM6e0T7n7KXtfyhOPHOrZmy/hTObsb2/tUkz9uiz233d+pLB/2gt26Adu3y/Fc3Y4oe0P1dX7dH+PF6z25JmbOY97es/5UXNEADb/HxOM7bxLe3jLp7fvsZHnzu7Gdv0f9szYwfldNncdgzgpke18/qDl9/RjO2zz/81Y2+ad1ozdvKcHZqx/zxu92Zsjx9t2IwB7P699ZqxC557XzM25+725/WGHZY3Y0/6avv9v/0R7ZwunTd4JbyH/7z92TnrD9uf80E/A7736qXN2N5P+XUzdsHlmzZjjzn+Ic0YwM6ntN+P3v8Vju6cP2hf45ZXtX/u/OiP72zG5t/SbrfwxMHfIJv9qv1+PPrMds5nrJi+v7xL0pRRsLL9T/KU55opkiRJkiRpSkvy3CRXJLkqydtHie+U5CdJ7k1y+HjajsaRKZIkSZIkaajW5ZopSWYCHweeDVwPnJ3k+Kq6rG+3W4E3AgeuQdv7cWSKJEmSJEkaroIVKzOUxxjsBVxVVVdX1TLgy8ABv9Odqpuq6mxg5Pzj1bYdjcUUSZIkSZI0mW2W5Jy+x6Ej4lsB1/W9vr7bNhZr1NZpPpIkSZIkaaiKDHOaz6Kqat8tA0Y70eBV5x9gW4spkiRJkiRp6Grd3c3neuCRfa+3Bm5Ym22d5iNJkiRJkqays4EdkjwqyWzgpcDxa7OtI1MkSZIkSdJwFayodXM3n6panuQw4ARgJvCZqro0yeu6+JFJHg6cA2wMrEzyJmDnqrpztLarO6fFFEmSJEmSNFTr8tbIAFX1XeC7I7Yd2ff81/Sm8Iyp7eqs02k+SQ5J8rEH0HbLvtefTrLzatqc0X1dkOTla3LeYUmyf5JvT2QfJEmSJEnSAzeUYkqSmcM4zmocAvymmFJVr62qywY1qKond08XABNWTEniCCBJkiRJ0oPKypXDeUxGqy2mdKM6Lk/yuSQXJTkuydwk1yZ5V5LTgBcneVmSi5NckuSDfe1fneTKJD8GntK3/egkB/W9Xtz3/K3dsS5M8oFuv4XAF5NckGSDJCcnWZjkL5L8c1/bQ5J8dMQxPwA8tWv710lOTbJ7X5vTk+zauP6Lk8xPzy1JXtVt/3ySZyWZk+Sz3X7nJ3l6Xz++kuRbwIkjjrlnt+92o5zv0FX3zl7Czat7eyRJkiRJmnwKamWG8piMxjoy5THAUVW1K3An8Jfd9qVVtS9wCvBB4BnA7sCeSQ5M8gjgPfSKKM8GBk7LAUjyPOBAYO+q2g3456o6jt5CMQdX1e5VdU9fk+OAF/W9fglw7IjDvh04tWv7b8Cn6Y10IcmOwPpVdVGjS6d3/X8ccDXw1G77k4AzgdcDVNXjgZcBn0syp9tnH+BPquoZfdf3ZOBI4ICqunrkyarqqKpaWFUL57J5o0uSJEmSJGmijLWYcl1Vnd49/wKwb/d8VdFiT+Dkqrq5qpYDXwT2A/bu276M+xc5RvMs4LNVtQSgqm4dtHNV3QxcneRJSR5Kr/Bz+qA2wFeA5ydZD3gNcPSAfU/trmU/4JPA45NsBdxaVYvp5eLzXV8uB34J7Ni1/f6I/j8WOAr4w6r61Wr6KEmSJEnSlLRqAdphPCajsa7lUY3Xd3dfB13dyLarLKcr5iQJMLvvWK02LccCfwxcDny9qga2r6olSb4PHNC1Wzhg91PojT7ZBvh74IXAQfSKLKv623L3iNc3AnOAJwA3DOqjJEmSJElTVsGKSbreyTCMdWTKNkn26Z6/DDhtRPynwNOSbNYtRvsy4Mfd9v2TPLQbBfLivjbXAk/snh8ArNc9PxF4TZK5AEk27bbfBWzU6N/X6E0Nehmjj34Zre2ngY8AZw8a/VJV1wGbATt003JOAw7nt8WUU4CDu77uSK/ockXjcLcDfwD8U5L9W+eUJEmSJEmT11iLKT8D/iTJRcCm9Ka7/EZV3Qj8LXAScCFwXlV9s9t+BPAT4AfAeX3N/oNeAeYsetOB7u6O9T3geOCcJBfQK1xAbyrOkasWoB1x/tuAy4Btq+qsUfp/EbC8W9D2r7s259Jb/+WzY7j+nwJXds9PBbbitwWlTwAzk1xMr5BzSFXd2zpQVf0f8IfAx5PsPYZzS5IkSZI0pRTDmeIz1af5rKyq143YtqD/RVV9CfjSyIZV9VlGKVh0RYUn9W36277YB+jdgad//68CX+3btP+I+PNHOce87ut9wDP7Y0m2pFdMOnFku1GO88q+52fQV4SqqqV0i9mOaHM0fWuxVNXJwMnd81/RW9BWkiRJkqTpp6BWTM5CyDCMdWTKtNLd3vinwN9X1TSexSVJkiRJkoZttSNTqupaYJe135V1p6qOAY7p35bk1cBfjdj19Kp6/TrrmCRJkiRJ00AxvRegHes0n2mvNR1JkiRJkiSN32Rd72QYHpTTfCRJkiRJktaUI1MkSZIkSdJwFax0mo+kibDp9e1hcTudMbsZ+9bbbmnG9vnHr7Vjiz4/to6N8KqP/vfA+OE7n9OMnXHHNs3YnMWbN2MzBqwMnic8pRk7+KZmiDNeuqwdBJa3U86tD1/ejM2a1f5XZP1DH9uMPeSONRsW+esdao3aAcy7tT1g8eE/n9mMbXNJ+5+TGWs4vHPebYMHT96+xYpmbNMb2m13On29ZuyqPe9rxma0Tzfws3HDToN/i9jlB+28bvarhzRjm16/aTP2w9ntz9Ugh7V/dDBr8LcHyzZoxwbl56KFS5ux27a/pxm7ffP2G/KiD27YjK1spxuA+Te2Y/t/vn2Rlzyj/dnZ6dx2u5svXdCM7XZ9+/tqlx+1P8cAm/2yHbt163Zsr2+u34wtb4fY4oYBb/IASzYe/PPqzs3b3z9LNmm/mfNuXaPuSJKGLEOa5rPmv92uPU7zkSRJkiRJGgdHpkiSJEmSpOEqmDlgNPl4tMeATxyLKZIkSZIkaagCzJjGa6Y4zUeSJEmSJGkcHJkiSZIkSZKGq7LGNyKYCiymSJIkSZKkocuAuyFOdU7zkSRJkiRJGocpX0xJsng18flJ/nINjntEksPXvGeSJEmSJD04pWDmygzlMRlNiWJKeta0r/OBcRdTJEmSJEnSmpuxcjiPyWjSFlOSLEjysySfAM4D3pnk7CQXJXnPKPvPS/LDJOcluTjJAV3oA8D2SS5I8qFu37eMdqwkf5/kiiQ/AB7Tt/3kJB9MclaSK5M8tds+M8mH+o715932RyQ5pTvnJUme2u17dPf64iR/vdaSJ0mSJEmS1prJvgDtY4BXA98ADgL2one76uOT7FdVp/TtuxR4YVXdmWQz4MwkxwNvB3apqt0BkjwH2GHksYC7gZcCT6CXl/OAc/uOP6uq9kry+8C7gWcBfwrcUVV7JlkfOD3JicCLgBOq6n1JZgJzgd2Brapql64f84eXJkmSJEmSJo8UzFgxOafoDMNkL6b8sqrOTPIvwHOA87vt8+gVRPqLKQH+qSuMrAS2Ah42yjGf0zjWRsDXq2oJQFeI6fe17uu5wIK+Y+2a5KDu9Sbdsc4GPpNkPeAbVXVBkquB7ZJ8FPgOcOJoF5zkUODQ3sG2GW0XSZIkSZImvUzS9U6GYbIXU+7uvgZ4f1V9asC+BwObA0+sqvuSXAvMGWW/UY+V5E1ADTj+vd3XFfw2bwHeUFUn3O8kvaLOHwCfT/KhqjomyW7A7wGvB/4YeM3IdlV1FHAUwJZZOKg/kiRJkiRpAkzaNVNGOAF4TZJ5AEm2SrLFiH02AW7qCilPB7bttt9Fb9TJ6o51CvDCJBsk2Qj4wzH26y+6ESgk2THJhkm27fryH8B/Ant0U49mVNVXgXcCe4w7C5IkSZIkTQEpmLliOI/JaLKPTAGgqk5M8ljgJ0kAFgOvAG7q2+2LwLeSnANcAFzetb0lyelJLgH+p6reMtqxquq8JMd2bX8JnDqGrn2a3pSf89I72M3AgcD+wFuS3Ncd/1X0ph19tu+uRH87/kxIkiRJkjQVhBlO81n3qupaYJe+1x8GPjzKfvO6r4uAfRrHevmI161jvQ943yjb9+97vohuzZSqWgn8Xffo97nuMZKjUSRJkiRJmuImbTFFkiRJkiRNUQUzJukUnWGwmCJJkiRJkoYqTO+7+UyVBWglSZIkSZImBUemSJIkSZKk4arJeyeeYbCYIkmSJEmShirAjJUT3Yu1x2k+kiRJkiRJ4+DIFEmSJEmSNFwFM1ZM3wVoLaZIk9jcO9qxLa5uDyzb+9j5zdjMP/r2GvXlEVdt0IwtfHU7BvDzW3dqxh51S/sH7LINqhm7abv2mMHFD223W7pRM8Q2lwz+kXjl3ve1jzu33Z+HXD63Gdvw8+c3Yx/52bHN2A922aUZ2+XX1zdjAM+96dXN2EteuGUztvFN7WMO+odyx9Pb1/9ArJzZfp/v3KLd7tontN+rLa6d2YwtemS73axl7fPtfNJ67SBw0/bt61i8aTs25652zm/YqT1Bed6t7Xbzbmn/XFnZTg0Al+/XPue5L7y9GZs9u53XumV2M/aCf9uwGRt0G8Zbt27nFGDxpu3YZU9r/wz41U7tD8H+X2r3dfGm7eufe0f7vZp7ezO0WrPvaccWbdvOz6xl7f4suLT9Xs2+p91u9+8N/v6Yc1c7Nug6JEmTQ5zmI0mSJEmSJHBkiiRJkiRJGrIUzHSajyRJkiRJ0tgNmno71TnNR5IkSZIkaRwcmSJJkiRJkoYqBTNWOs1HkiRJkiRpzDKNp/lYTJEkSZIkScNVmdYL0LpmiiRJkiRJ0jislWJKkkOSbNn3+tNJdh6w/05JLkhyfpLtx3mu/ZM8ue/165K8as16vvYkWZDkkonuhyRJkiRJa1uqdzefYTwmo7U1MuUQ4DfFlKp6bVVdNmD/A4FvVtUTquoX4zzX/sBviilVdWRVHTPOY6xVSWZOdB8kSZIkSVqXZqwczmMskjw3yRVJrkry9lHiSfKRLn5Rkj36Ytcmubgb5HHOmK5trElIsmGS7yS5MMklSV6S5F1Jzu5eH9V17iBgIfDFriMbJDk5ycIkM5Mc3e1/cZK/TvL7wJuA1yY5qTvXN5Kcm+TSJIeOSM55XR9+mGQB8Drgr7tzPTXJEUkO7/bfPcmZXaK+nuQh3faTk3wwyVlJrkzy1AHX/d0ku3bPz0/yru75PyR5bXfNH+q7ppd08f2TnJTkS8DFI465XXesPUc536FJzklyzhJuHuvbI0mSJEnSg1I3gOHjwPOAnYGXjTI75nnADt3jUOCTI+JPr6rdq2rhWM45ngVonwvcUFV/0HV2E+D7VfXe7vXngedX1XFJDgMOr6pzutiqY+wObFVVu3Tb51fV7UmOBBZX1b90+72mqm5NsgFwdpKv0iv8/AewX1Vdk2TTbp/faZvkmX19PgZ4Q1X9OMl7gXfTK9wAzKqqvbpizruBZzWu+xTgqUmuBZYDT+m27wt8AXhRd127AZt1/T2l22cvYJeuvwu6/j0G+DLw6qq6YOTJquoo4CiALbOwGn2SJEmSJGnyKsi6W4B2L+CqqroaIMmXgQOA/hkyBwDHVFUBZyaZn+QRVXXjmpxwPNN8Lgae1Y3oeGpV3QE8PclPk1wMPAN43GqOcTWwXZKPJnkucGdjvzcmuRA4E3gkvcrRk4BTquoagKq6ddCJumLP/Kr6cbfpc8B+fbt8rft6LrBgwKFO7drtC3wHmJdkLrCgqq7otv9XVa2oqv8DfgysGnFy1qr+djYHvgm8YrRCiiRJkiRJ00GAmSuG8xiDrYDr+l5f320b6z4FnNjNkDmUMRjzyJSqujLJE4HfB96f5ETg9cDCqrouyRHAnNUc47YkuwG/17X9Y+A1/fsk2Z/eKJF9qmpJkpO746a7wGG5t/u6gsF5OJvetKWrge/TG33yZ/SKMHT9arl7xOs76L15TwEuHWd/JUmSJEl6MNpsxFomR3WzOlYZ7e/ykfWDQfs8papuSLIF8P0kl1fVKaPs/xvjWTNlS2BJVX0B+Bdg1WIti5LMAw7q2/0uYKNRjrEZMKOqvgq8s+8Y/TYBbusKKTvRG5EC8BPgaUke1R1r00Hn6kbO3Na3Hsor6Y0aGZeqWkavAPLH9EbKnAoc3n2F3jSgl3TrwWxObxTLWY3DLaO32O6rkrx8vH2RJEmSJGlKGO7dfBZV1cK+x1EjznY9vVktq2wN3DDWfapq1debgK/TmzY00HjWTHk88KEkK4H7gL+gVxi4GLiW3giOVY4GjkxyD7BP3/atgM8mWVXE+dtRzvM94HVJLgKuoFfAoKpu7obbfK1rfxPwbOBbwHFJDgDeMOJYf9L1Yy69kSWvHsf19jsVeGZX4DmVXtJXFVO+3l3jhfSqWm+tql93haD7qaq7kzyfXrXr7qr65hr2SZIkSZKkSSnAjHW3ZsrZwA7d4Iv/BV4KjBzAcDxwWLeeyt7AHVV1Y5IN6Q36uKt7/hzgvas74Xim+ZwAnDBi8znAO0bZ96vAV/s27d/3/H6jUarqiL7n99JbZXe0PvwP8D8jtl0J7Nq36dS+2AX8dmRLf5v9+54vYvCaKVTVO+mNpFlVsUpfrIC3dI/+NicDJ/e9vhbYpXt+O79dV0WSJEmSJK2hqlre3QjnBGAm8JmqujTJ67r4kcB36S1bchWwhN8OtngY8PXuxjmzgC9V1fdWd87xjEyRJEmSJElavYKsXIenq/ouvYJJ/7Yj+54XvbVbR7a7mt7decfFYkonye8BHxyx+ZqqeuFE9EeSJEmSpKlq1d18piuLKZ3GNCZJkiRJkqTfYTFFkiRJkiQNV63TBWjXOYspkiRJkiRpuOo3tzWeliymSJPYDTtVM/brHdqrOd25WTt2+O+d34xdueShzdjXnz/gBlS/9+h2DODMnzdDr152WjN29ImPacYedv36zdhTXnlFM7b3nGubsZOXbNeMAcw7fJdm7AUfmteMnfnHy5uxbz5i+2bsaxu8rRnb+Jz2MTf/8SbNGMAr/2WDZuz4w+9pxn7xhLubsUdvt7gZmzWz/Xl8yIce2YzNuXvw/2Q8+b/a/4RtfFO73ZzF7eP+evt2X5/6sZObsS9fslMzduXCh7Q7A7zqbe3PznZnzxjYtmXuHTObsdNedm8ztmibdrtfP6r9mQOYdV87ts+X2jnY+cft9/HOLdo/A+fc1T7fvFvbsfk3rllOAZavv14z9rD3XtaM3XNw+zo2nNnO68/e9/hmbMaK9s9AgJ1OaV/nxje1+zPvljXLz3Znz16jdqv7JXs6/4+mJGlqs5giSZIkSZKGKjgyRZIkSZIkaeym+Zopaz7WVZIkSZIk6UHIkSmSJEmSJGmonOYjSZIkSZI0HtP8bj5O85EkSZIkSRoHR6ZIkiRJkqThmuYjUyymSJIkSZKkoQrxbj6SJEmSJEnqWSfFlCTzk/xl93zLJMeti/NKkiRJkqQJ0E3zGcZjMlpXI1PmA38JUFU3VNVB6+i8o0qyzqY3rctzSZIkSZI0GcRiylB8ANg+yQVJvpLkEoAkhyT5RpJvJbkmyWFJ3pzk/CRnJtm022/7JN9Lcm6SU5Ps1DpRkqOTHNntd2WS5/ed6ytJvgWcmGTDJJ9JcnZ3vgO6/R6X5Kyurxcl2aHb9ztJLkxySZKXdPtem2Sz7vnCJCd3z49IclSSE4Fjkmye5Kvduc5O8pQB/T80yTlJzlnCzcPIvSRJkiRJGqJ1NWri7cAuVbV7kgXAt/tiuwBPAOYAVwFvq6onJPk34FXAvwNHAa+rqp8n2Rv4BPCMAedbADwN2B44Kcmju+37ALtW1a1J/gn4UVW9Jsl84KwkPwBeB3y4qr6YZDYwE/h94Iaq+gOAJJuM4ZqfCOxbVfck+RLwb1V1WpJtgBOAx47WqKqO6q6XLbOwxnAeSZIkSZImnck6qmQYJsMUlJOq6i7griR3AN/qtl8M7JpkHvBk4CvJb1YCXn81x/zvqloJ/DzJ1cCqkSzfr6pbu+fPAV6Q5PDu9RxgG+AnwN8n2Rr4WlfAuRj4lyQfBL5dVaeO4bqOr6p7uufPAnbu6//GSTbqrluSJEmSpGmlN81n+t7NZzIUU+7te76y7/VKev2bAdxeVbuP45gjR3Ssen1337YAf1RVV4zY92dJfgr8AXBCktdW1Y+SPJHeCJX3Jzmxqt4LLOe3U6XmjDhO/7lmAPv0FVckSZIkSdIUta7WTLkL2GhNGlbVncA1SV4MkJ7dVtPsxUlmJNke2A4YWTCB3lSbN6QbLpLkCd3X7YCrq+ojwPH0RsdsCSypqi8A/wLs0R3jWnrTeQD+aEB/TgQOW/Uiye6r6b8kSZIkSVOaC9A+QFV1C3B6t/Dsh9bgEAcDf5rkQuBS4IDV7H8F8GPgf+ittbJ0lH3+AVgPuKjr1z90218CXJLkAnrTg44BHk9vTZULgL8H/rHb9z3Ah5OcCgx6i98ILOwWtL2M3roskiRJkiRNT9P8bj7rbJpPVb18lG1HA0f3vV4wWqyqrgGeO47TnV5Vf72ac90D/PkofXo/8P4Rm0/oHiP3PRXYcZTtR4x4vYhekUaSJEmSJE1xk2HNFEmSJEmSNI2kJu+okmGYssWUJH8PvHjE5q9U1SET0B1JkiRJktTHYsokVFXvA9430f2QJEmSJEkPLlO2mCJJkiRJkian3jSfTHQ31hqLKZIkSZIkaeim8zSfVNVE90ENW2ZhHco5E90NTaBbt25/fy7ads2+d6980n3N2GbXzWzG9vhWO7b4oYPPOXtJO3b9Lu3ruP3hK5uxuXe0q9wb3zQgdnM79oV/uLMZA7h3wWh3We/Zf48bm7Hrb53XjG34oW2asX2/uN7A/rRc8qzB/2pdv1P7M7DTGbObsWUbtI+55eUzmrH57dSwvH067tyiHQOYtWxwvGVl+6PM3NvbsWv3aH8eb1rQzvmirQe/H7Pab8fA92PO4vZnebuz2+/H2nL7I9rfyz/4s/b3zp2btvOzdG4755vd0P7+WHBxO/br7ZY3YwDLZ7ev46ZHttvu9Z32N8jDf97+0N20XfsaB73Hq/vldMuftdsO+t4Z9P0xKPbpf7+jGXv8793QjF363a3aBwUWXLZ+M7bHd9uxrS+dvv8TKml6eQ85t6oWTnQ/1obNNlxYf7jT2UM51tHnzZh0eXJkiiRJkiRJGi7v5iNJkiRJkjR20/3WyOt+HLAkSZIkSdIU5sgUSZIkSZI0dNN5ZIrFFEmSJEmSNFRO85EkSZIkSdJvODJFkiRJkiQNV8GM5RPdibXHYookSZIkSRq6GSsy0V1Ya5zmM05Jtkxy3ET3Q5IkSZIkTQxHpoxTVd0AHDSMYyWZWVXTeEkeSZIkSdKDkQvQPogl+WCSv+x7fUSSv0lySfd6bpL/TnJRkmOT/DTJwi72siQXJ7kkyQf7jrE4yXuT/BTYZ51flCRJkiRJ68CMFcN5TEYWUwb7MvCSvtd/DJzd9/ovgduqalfgH4AnQm8qEPBB4BnA7sCeSQ7s2mwIXFJVe1fVaSNPmOTQJOckOWcJNw/5ciRJkiRJWvtWjUyxmPIgVFXnA1t066TsBtwG/Kpvl33pFVyoqkuAi7rtewInV9XNVbUc+CKwXxdbAXx1wDmPqqqFVbVwLpsP94IkSZIkSdID5popq3ccvTVSHk5XOOnTWpp40JLFS10nRZIkSZI0rblmyoPel4GX0iuojLyLz2n0pv6QZGfg8d32nwJPS7JZkpnAy4Afr5vuSpIkSZI08Zzm8yBWVZcCGwH/W1U3jgh/Atg8yUXA2+hN87mj2+9vgZOAC4Hzquqb67DbkiRJkiRpLXGazxhU1eP7nl8L7NK9XAq8oqqWJtke+CHwy26/LwFfGuVY89Z6hyVJkiRJmkDT/dbIFlMemLnASUnWo7dOyl9U1bIJ7pMkSZIkSROrYMbyie7E2mMx5QGoqruAhRPdD0mSJEmStO5YTJEkSZIkSUMVpvc0HxeglSRJkiRJw1Xr9m4+SZ6b5IokVyV5+yjxJPlIF78oyR5jbTsaiymSJEmSJGnKSjIT+DjwPGBn4GVJdh6x2/OAHbrHocAnx9H2fpzmI0mSJEmShm4dTvPZC7iqqq4GSPJl4ADgsr59DgCOqaoCzkwyP8kjgAVjaHs/6R1Hk1GSm+lutQxsBiwasPug+FSJTbb+eB2Tqz9ex+Tqj9cxufrjdUyu/ngdk6s/D/breDBc42Trj9cxufoz2a9j26rafEAfpqwk36N3vcMwB1ja9/qoqjqq71wHAc+tqtd2r18J7F1Vh/Xt823gA1V1Wvf6h8Db6BVTBrYdVVX5mAIP4Jw1jU+V2GTrj9cxufrjdUyu/ngdk6s/Xsfk6o/XMbn682C/jgfDNU62/ngdk6s/U+k6fKz5A3gx8Om+168EPjpin+8A+/a9/iHwxLG0He0xC0mSJEmSpKnreuCRfa+3Bm4Y4z6zx9D2flyAVpIkSZIkTWVnAzskeVSS2cBLgeNH7HM88Krurj5PAu6oqhvH2PZ+HJkydRz1AOJTJTYR5/Q6BptM/fE6Jld/vI7J1R+vY3L1x+uYXP15sF/Hg+EaJ+KcXsdgk6k/U+k6tIaqanmSw4ATgJnAZ6rq0iSv6+JHAt8Ffh+4ClgCvHpQ29Wd0wVoJUmSJEmSxsFpPpIkSZIkSeNgMUWSJEmSJGkcLKZMEUky0X2YzMxPm7kZzPy0mZs2czOY+WkzN4OZnzZzM5j5aTM3beZGD4RrpkiSJEmSJI2Dd/OZ5LrVh58JXACcDPyiqn49kX2aTMxPm7kZzPy0mZs2czOY+WkzN4OZnzZzM5j5aTM3beZGw+A0n0ksyVuAlwOfArYGDqV3X+xduviD+v0zP23mZjDz02Zu2szNYOanzdwMZn7azM1g5qfN3LSZGw2L03wmqW7+3qeAb1TVd7ttT6L3jb8F8Laq+uUEdnFCmZ82czOY+WkzN23mZjDz02ZuBjM/beZmMPPTZm7azI2GyarbJFW9KtcZwNuS7NVtO7Oq3ghcDRzxYK6amp82czOY+WkzN23mZjDz02ZuBjM/beZmMPPTZm7azI2GyZEpk1ySvwM2Ak4FLq2qXyaZS29u39Or6u6J7N9EMz9t5mYw89NmbtrMzWDmp83cDGZ+2szNYOanzdy0mRsNg8WUSSjJlsDDgTuAXwJ/DiwEbgC2AjYBflVVfzVhnZxA5qfN3AxmftrMTZu5Gcz8tJmbwcxPm7kZzPy0mZs2c6Nhs5gyySR5AfAO4FxgX+As4E3APOAJwPbALVX1pYnq40QyP23mZjDz02Zu2szNYOanzdwMZn7azM1g5qfN3LSZG60VVeVjEj2AnwLP655vCBwF3Ay8bqL7Nhke5sfcmB9zY24mz8P8mBvzY27Mz+R5mBtz42PdPlxcZ5JIz/r07nW+HKCq7q6qQ4FnAM9N8swJ7OKEMj9t5mYw89NmbtrMzWDmp83cDGZ+2szNYOanzdy0mRutTRZTJonquZfeIkhvTrJHX+xi4GvAC5PMnKg+TiTz02ZuBjM/beamzdwMZn7azM1g5qfN3AxmftrMTZu50dpkMWWSqaovAN8DTkxyTJJHJJkH7ALMqaoVE9vDiWV+2szNYOanzdy0mZvBzE+buRnM/LSZm8HMT5u5aTM3WhtcgHYSSTKjqlZ2z+cBHwV2Bi4CdgT+qKoWTWAXJ5T5aTM3g5mfNnPTZm4GMz9t5mYw89NmbgYzP23mps3caG2xmDJJrPomT/IUYLuq+ny3fStgGXBPVS2e0E5OIPPTZm4GMz9t5qbN3AxmftrMzWDmp83cDGZ+2sxNm7nR2jRrojsgSDKnqpZ2L2+nt0ASAFX1v/3V1Acj89NmbgYzP23mps3cDGZ+2szNYOanzdwMZn7azE2budHa5popEyzJB4ATknwqyR8CN1dvMaRV8bcAm05YByeY+WkzN4OZnzZz02ZuBjM/beZmMPPTZm4GMz9t5qbN3GhdsJgygZL8E/AY4BXAr4CDgDcmeVIXXx+4/sE6h8/8tJmbwcxPm7lpMzeDmZ82czOY+WkzN4OZnzZz02ZutK64ZsoESTIL+DBwUlUd123bHjgEeBJwRFWdPnE9nFjmp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzo3XJkSkTpKqWAycCr0/yjCTrV9UvquqdwH8Dr0my3sT2cuKYnzZzM5j5aTM3beZmMPPTZm4GMz9t5mYw89NmbtrMjdYlR6ZMsCR/BWwH/AS4pKouSfII4PvAHlW1bEI7OMHMT5u5Gcz8tJmbNnMzmPlpMzeDmZ82czOY+WkzN23mRuuCxZQJkOQJwMOAJVV1SpIDgecDdwG7dLv9oKo+OEFdnFDmp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzo3XNYso6luRPgb8AfgTsD9wDvA74BfBYYGt6PwBOmqg+TiTz02ZuBjM/beamzdwMZn7azM1g5qfN3AxmftrMTZu50YSoKh/r6EFvjZrzgb37tr0Z+DXwQWDORPfR/EzOh7kxP+bG3JifyfMwN+bH3JgfczN5HubGx0Q9XIB2HUmSqlpJb57elqu2V9W/AjsDDweeNkHdm3Dmp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzo4lkMWUdqapV86nOAt6S5CV9sVuB/wFe9WBdXdr8tJmbwcxPm7lpMzeDmZ82czOY+WkzN4OZnzZz02ZuNJFmTXQHHmyq6rgk9wAfTvIG4K3AzcDzgBur6r4J7eAEMz9t5mYw89NmbtrMzWDmp83cDGZ+2szNYOanzdy0mRtNBBegnUBJ3g48F7gE2Bx4hd/ov2V+2szNYOanzdy0mZvBzE+buRnM/LSZm8HMT5u5aTM3WlcspqxjSZ4HbFNVn+pezwEKWFa+GeZnAHMzmPlpMzdt5mYw89NmbgYzP23mZjDz02Zu2syNJoLFlLUsySxgs6r6dZKZwGbAjKq6sYvPAVZW1bKJ7OdEMT9t5mYw89NmbtrMzWDmp83cDGZ+2szNYOanzdy0mRtNBi5AuxYl2Qg4Bjg+yTeBPwE2AW7p2+09wMYT0L0JZ37azM1g5qfN3LSZm8HMT5u5Gcz8tJmbwcxPm7lpMzeaLCymrF3vB26vqr2ArwJPAv4S2K9vn+9W1aKJ6NwkYH7azM1g5qfN3LSZm8HMT5u5Gcz8tJmbwcxPm7lpMzeaFCymrCXp3X5rOXABQFUdA7wFuBp4X5KXdtt/PFF9nEjmp83cDGZ+2sxNm7kZzPy0mZvBzE+buRnM/LSZmzZzo8nEYspaUr0Vo48DXpjkD5M8pKruqKqPAO8AnpVk/Ynt5cQxP23mZjDz02Zu2szNYOanzdwMZn7azM1g5qfN3LSZG00msya6A9NZVZ2W5L+B5wNbJbmoqs4AbgL2rap7J7aHE8v8tJmbwcxPm7lpMzeDmZ82czOY+WkzN4OZnzZz02ZuNFl4N5+1IMkLgIcAVNXnkuwJvAoIvTl9dwBHV9XnJ66XE8f8tJmbwcxPm7lpMzeDmZ82czOY+WkzN4OZnzZz02ZuNNlYTBmyJH8HPA84Htgf2An466o6PsnD6N22i6q6dMI6OYHMT5u5Gcz8tJmbNnMzmPlpMzeDmZ82czOY+WkzN23mRpNSVfkY0gOYS28xpMf1bXse8DPgi8AWE91H8zM5H+bG/Jgbc2N+Js/D3Jgfc2N+zM3keZgbH5P14QK0Q1RVS+jdnmuPvm3/A+wM3ArsPUFdmxTMT5u5Gcz8tJmbNnMzmPlpMzeDmZ82czOY+WkzN23mRpOVxZThOwf4myTvWrWhqgo4BfizJA/2RX/NT5u5Gcz8tJmbNnMzmPlpMzeDmZ82czOY+WkzN23mRpOOxZQh66qkLwOeneTqJK9K8nTgNcBPqmr5xPZwYpmfNnMzmPlpMzdt5mYw89NmbgYzP23mZjDz02Zu2syNJiMXoB2iJKGX05Xd6wOBg4ErgdlV9ZYJ7N6EMz9tXW5mVNWK7vWBmJvf8LPTZm7azM1g5qctyQwAczM6Pztt5mYwf99p87PTZm40WVlMWQuSzFz1j4TuL8ksq8ejS7JeVd030f2YrPze+q0kj6iqG1flxNz8VpIZq37h6l6bmwHMT5u5Gcz8tPm7zmD+vtPm99Vv+buOJjun+TxASbZI8uQkG6za1ldtn9F9zUT1b6IleXuSP07y/9u78yjLqsLe498fPTCIYiSAIDOEqOBTEHkIUREFEQXUTIhGiOYJUVFDHgGHOKIEaBQjIGFQMDiwREieiuFBAgRegsagWQoI+HAEI4IEpQHthl/+2Kfo20XtXd26kl1d5/dZq1d3nVuytt+1z737nnvuOYumttlermLR8Duj7CNpM0l7SnqcpC0AphYWkhYMf4+yDYCkbSTtLWmDqW0T+9bC4e9R9pF0LHASrGiS550VJj65mjq7IG0Gkl4jaZfJbRN9Rv28I+m3JB0sabepbXnOWSHrnbqsddqy3qnLWqcua51YE+TMlF/B8IJwHuV2XQuB99m+uO+o5g5JT6BcFGof27dKWgd4NOV0vNv6jq4vSVsBnwQepFyF/HrK7d0ut/3vPcc2Fwz71qeB+4EnAs+1fUvfUc0NE/vVg8D/A46xfYckeeRP6JI2AY4GPmH7q8O2tSjXqBt1G3h47nwReOHkc3DmDkjaEvgbyinjOwCHADcB69v+WcehzQlZ79RlrdOW9U5d1jp1WevEmiIHU34Fkv4auMH28ZJ+BzgW2Nf2TzoPbU6Q9L+BLWy/SdIzgD8BFgN3AZfavmisT4qSPgLcbvu9w6fEewDbAt+zfUrXwc0Bks4Fbhr2rfcCBragvLB+3vaPe46vJ0kfB661fbqks4F/sP3J3uOaCyT9DbAp8APgG8Bptu+YeHyUzzdTJJ0PXGP7DElPBvYD9qYcRLjY9l09x9eTpLOAb9o+WdLbgK2AjYCvAZfY/pcxz5+sd+qy1mnLeqcua526rHViTZGv+fySJG0DbAmcAWD7QuBW4ODh8S0lPbXfCOeEy4D1h38fCVwKHA98GXi+ynUNRre4GE5JvAX4dQDb19k+Ffgc8AJJ7+w5vt6GfWs7hlM7KZ8QG7gKOAj4s05D607Sk4DtbJ8+bLoMOEnS6C+8JmkjyhuYo4ElwAbAOZKOGB7fANin3wj7krQ5ZV/acdj0bkCU5+X9gWM6Da274UyCZaxYEx1GOUPlY8A6wKvg4Vtwjk7WO7PKWqci6526rHXqstaJNUnOTPklSXoU8FTg32wvHbbtBRxi+7WSLgU+bftj/UbZz3Bq/WLgbMoiYy3bB048fiXllL0v9RlhX5I2pSxMrwX+j+3rh+2bAKcDrx3rp8TD4msT2/8uaWNKi+OGxzaidPvjyTMOxkLS44H1bN86sW134PXAmbav7ja4OUDSepT3vPcPrfagLEofohxI+YthIT9KwynlZwAvBK6zveuwfep554ixfhIq6X8CJwN3AxvZ3n3Yvjbwd8CRtr/RcYjdZL1TN1zvYzErDrwtsH3AxONXMuK1Djy83vkI8CWy3nnYsNZ5/HBx1ax1JgxzY13b35nYlrVOzEk5mPJL0rSrSatcYOxxwIcob5D3s71fr/HNFcOnwa8A3gzcALwN2AZ4h+3dGv/TeUvS+rbvHU53/R3K989vBf6B8l39Jbaf2HOMvU2eEj3t3/sDb7e9R9cBdjL5vKNyYbqHKPPnTymfar18rG/4pkybL+tSzjY4A9jJ9s5dB9eRpEdNeyMs21cMP+8P/LntZ/YbYT+S1rb9c0nrAxtSvsJyE/Bx4H8AJ9l+Rs8x9jTteUeU55ysd1gxd4Z/vwF4E2Wt81ZGvtaBctaX7Qck7Qz8PuVsuG+T9Q6adjcjTdyFbuxrnUnDcw7AIrLWiTloYe8BrGkkLQbeAmwo6dHAe2x/e3hC/NHwKcUHgL06DrOb4YyUzYHbbD9o+x5JF1KuX/As4FzgasoT4qgMc+ftwNaS7rR9lKSfAb8FPAk4CvgK8Mcdh9nN9LkzbJt8Y7yYcur0GOfO1CJiC0kPAO+2/dPh4V8Axw9nZTy20xC7meE5x1Pzxvb9w+/sRjmgOzrD3DkK2FLScuBdtq+ceHwBcALlOg+jMu31/FHAcba/LekU4I3AhZSzDY7tN8p+pj3v3E9Z7/xU0nLbo17vTJs7GwB/DpwD/CvwAka81oFHPO8sBd4BnAU8j3I9os8z0vXOtLnzGMrr+bdtPzTsUwsZ71pnLco1Y37gFXfvmfrUf9RrnZi7cmbKapL0Qcp3h0+inHGxH/BZ28cOj+8JvNj2W/qNsh9JHwK2piwqvmr7+zP8zmLbv/jvHltvkt5PWUScBhwOvBPY2PaXh8cXUU5r/Gn9vzJ/TZs719n+wcRj6wNPAZ5l+8Q+I+xH0l8A21MW6PsD37V9wvDYQtvLOw6vq1nmzdQZBy/1SO88MsvcWQT8JuVCoh/oNshOpr2e/wGwL/BZyhudTSlnqSy3fWO3QXbUmjvD43sCB9ke3bUdps2dV1IOoHzK9jsmfmelM5jHZGLunAe8CLh16rV7eMO8gHKnrLv7jbKPytyZfB/xTGAP2yf3G2Ufq/J63mtsETU5mLIahjd0f0s59e6fh23bAh+kLEj/APgq5Tuzo9vhh+/Ffgm4iHJbwO9TLqR1vcvtzFY6pXFMVG4N+EXgGbaXSvoK8B1gbeDpwKtsX95xiF1V5s6VlLkzyms4TBnmzqXAU2wvGxZaS4BX275pzAdTZps3k2c2jdEqzJ2HTysfm8br+SmUO4283PbX+42wr1WYO1MHKkf3uj7L3PkN4LCRXyNlprlzMvAa2zeO+U1xY+58gHJr5N8Hvk55fzaqA3FZB8aaKnfzWQ227wXOBw4cTs3D9q22DwLOBHa3vXysLxKU+XSE7TdTDjCtAxwKvFzSZsAFkl7dcXw9bU757vRSSTsC91IWpQdQTrEf5bUKJsw0dw4DDpG0maSLJf1hx/H1tAXwsak3LMMC7Fpgp+HxkyW9tNfgOmvOG+Czkv6o3/C6m23unCLpoF6D66nxen4g5WKie3Uc3lww29w5SdKBYzuQArPOnbOA0V5fZzDT3Pln4MnD4yeO9TWrMXdeQnkf8WzbD43tQMpgtnXgRSN+DxFzWM5MWU2SdqB8l/Eeypvgb9l+UNLzgfcAe478k9D1gaUT17l4IfB8yhH3HYHtR/wp+kLbyyVtCaxj++Zh+36U78bum7mTuTMTlbuw3Eb5+rAlvZJyrZ0lwCcopwSPcfGVeTOLzJ26vJ63Ze7UZe60Ze7UZe7U5fU81kQ5mPJLkLQO8D7KrTa/CCyjXFTrHNtn9xzbXDH9u8KS7gHe7BHeOrFm6hR7SV8ALrD98d5jmgsyd1aY/jWViTmzMeUCfo8B3p+5k3kzXebOqsnr+SNl7qyazJ1HytxZNZk7bXk9jzVJDqasJq18i8BNgJdQvrJh25/sOba5ajgT4zjbr+o9lt5mWGj8IfDS4fTgmCZzp07SWcDWtvfpPZa5JvOmLXOnyOv56hv73Jk4OJC5M4PWdZjGPnemZO6snryex1yXgymrQeWWZQyn4+1LuZjo+zoPa86Y1ud5wD62jx22L/R4ryXTarMD8IDt7/UdYX9TC4zMnUea1uYFtv9M0i6UuXND7/H1lHnTlrlTN9HmBcCueT1fWeZO3USbrAVnkLkzs7yPqMt7iFhT5QK0s5C0vqSdVa5Y/+DEaWdHAbcPv7Og3wj7avQ5GrgByhPjGJ8EV7HNzWM9kCJpW0lrT/08rc+NU9tGOndaba4ftl03xkWppP0kbT71c55zVjZLn7HPnT+VtNfUzxNt/gT44fA7Y349r/XJ3JE+Iuk4ldv6krXgyhp9MnekLSUdIGlx3kesrNEmr+exxsjBlAZJTwEupuzUl6lcGAlJjwaumfru3uT3+sZkFfqM9juxadMmaXvgW8DrJP2mpMXD9u2Aq2yf13WAHaVNnaSnAu8A7py2fX2yX61KnzHPnV2AVwI3T9u+OWW/+iiM+vV8tj5jnjs7Ai8CdqBc12Jq+/bAP2YtOGufMc+dpwGfAY4AviZpg2H7Y4Grxzx3VqHNqF/PY82Rr/k0SPoccDlwOuUe8P8I7AZc5BX3h69+P3S+S5+6tGmTtCFwGeV7wkuBTwNXArsCX7D9wFj7pE2dpM8DF9o+V9JOwJOAA4HTs1+lT4uk04AbbZ8qaU/ghcD+wImUZsvH2gbSp0XS31Kek+8CjgHeYPua4bGFY24D6dMi6SLgEttnSzoR+B7wMuAE25cOv5M2aRNrsJyZUiHpmcAi2x+yvQz4bWAP4PvA5yUdCTDWnTx96tJmdrbvAt4JfAh4L2XRfjXwRtsPDL8zyj5pM7Phk/OnAz+XtAg4iXKA6WbgYkmvg3G2gfRZBV8Ddhr+vWT4+UTg9cBfStKI20D6zEjluhbr2D7V9qeA84C3S3r65O+NsQ2kT4ukjYCFwFeGTQcD6wAXAGdKOgHSZtiUNrHGypkpFZKeCCywff3wKc2Lbb9leOzZlE/7jvZIA6ZPXdq0acXdEHYAPgwcCjyWcvbFTZTrpbxtOKgwKmlTp3JF/32B7Ya/b7d9wPDYcymfpB8z4v0qfRqGU8ePB74M7G778GH7IuATwOG27+43wr7SZ2aSngPcObyeL6B8CPkeYGPgtWP8esak9GmTdCywM2BgO9vPGLZvBpxA2a/u6zjEbtIm5ouFvQcwV9n+5sSP1wFfn/j5ScC2Y12UQvq0pE3b1CcNtm8ePn14CfBcyq3vTpX0ujEeLIC0abH9PUnnUL6Xfw/wxYmHdwB+Y+T7Vfo02P4PSZcDrwa2kHQo8PfA3sBmYzxQMCl9Zmb7qokfH3K508iJwDnAFyT9L9vf7zS87tJnVqdSriPzXeBVkjax/SNgH+DxIz9YkDYxL+TMlGlULhD6cmA5sIByEaRvTjz+a5RPiQ+z/dUug+woferSpm3oczClzyLKdWRuoVxbZlvbW3UcXldpUzexXz04/LnC9ncnHn8McA1w6Ij3q/SZwcR+NdXmkuGhNwCbAOsBGwBvt/31Gf8j81j61A1tDgGWUV7Pr7J987THlwDvsv3DPqPsJ33qJvYrA/cB19q+VdLRlK99X0E5Q/kVtr/WbaAdpE3MRzmYMo2kT1B28juAn1G+c34N8GHb90o6HNjU9rv6jbKf9KlLm7ZKn88B5wNr275L5fZ4v+g4zC7Spm5am3spba4CThv2q1cA29g+ruMwu0mfumltlrJiv/orYEPg55TrW91Z/Y/MY+lTN9vr+fA7W00euByT9KmbYb/aBbjM9imSXko5SHmL7S93HGYXaRPzUQ6mTFC5BeDf2d5p+HljytcyXgbcTbkYpIG1bC/vNtBO0qcubdoafX6P8qK6xPbSjkPsJm3qVmG/Og54iOxX6TPNKuxXx4/x4OSU9Klbhf3qpLE+J0P6tDTa/C5wh+339BxfT2kT81Xu5rOy24B/kXQYgO07gH+iXJ18Z+B5wzUNxnpBrfSpS5u2Wp+PUj6Z2L3f0LpLm7rZ9qu9s1+lT0WtzTmU/erZ/YY2J6RPXWu/ehrjfk6G9GlpvZ7vKmmfjmPrLW1iXsrBlAnDxfnOB14v6QxJ29teZvs6yrUuXjTxe6OTPnVp09bo86+UPgd2HWBHaVOX/aotfepWoc0BXQfYWfrUzdLmKkb8nAzp0zJLmyuAF/cdYT9pE/NVDqZMY/vvKRdBuhM4W9JpKre3PYKywBi19KlLm7b0qUuburRpS5+6tGlLn7q0aUufurSpS5uYj3LNlApJ6wLbUK5qvwy40fYZfUc1d6RPXdq0pU9d2tSlTVv61KVNW/rUpU1b+tSlTV3axHySgymAJNm2JFGuXP8LSc8CNrF9oaS1hu+dj1L61KVNW/rUpU1d2rSlT13atKVPXdq0pU9d2tSlTcx3o/+aj6QF5S+t52Lq6vUfBn40/Hu0R5zSpy5t2tKnLm3q0qYtferSpi196tKmLX3q0qYubWIMFvYeQE+SdgPeBDwA3CfpG8BZlFPPrrN9NYzz4n2QPi1p05Y+dWlTlzZt6VOXNm3pU5c2belTlzZ1aRNjMeqv+Qw79hLgx8DalCtJrwe82/aNw++M9vSz9KlLm7b0qUuburRpS5+6tGlLn7q0aUufurSpS5sYi9EeTJH0eOCvbB80/LwOsAmwH7Aj8C7bP+k4xK7Spy5t2tKnLm3q0qYtferSpi196tKmLX3q0qYubWJMxnzNlDuAeyR9RtKGth+w/V3gC8DGwO/1HV536VOXNm3pU5c2dWnTlj51adOWPnVp05Y+dWlTlzYxGqM9mDKcVvYayg7/KUmHD9t/ANwIbN9xeN2lT13atKVPXdrUpU1b+tSlTVv61KVNW/rUpU1d2sSYjO5rPpIeAzwZ2Nr2p4dtBwGHUE49uwT4XeB5tm/tNtBO0qcubdrSpy5t6tKmLX3q0qYtferSpi196tKmLm1ijMZ4MOUi4CfA84HbgIOHvwH2AjYArrd9c5cBdpY+dWnTlj51aVOXNm3pU5c2belTlzZt6VOXNnVpE2M0qoMpkl4MHGP7WcPPJwA32f5o35HNDelTlzZt6VOXNnVp05Y+dWnTlj51adOWPnVpU5c2MVZju2bKHsAZAJIEXA68WdKiYdthkhZ3HF9v6VOXNm3pU5c2dWnTlj51adOWPnVp05Y+dWlTlzYxSqM4M2XYqUW54JGAmz38H5d0BeUiSbsDb7S9e7eBdpI+dWnTlj51aVOXNm3pU5c2belTlzZt6VOXNnVpE2M3ioMpUySta/v+4d9r2/65pCOBxcABlNPTvtR1kB2lT13atKVPXdrUpU1b+tSlTVv61KVNW/rUpU1d2sRYLew9gP8Okt5Kua/5FpJup+zQ9w0P/xtwJfDRse7k6VOXNm3pU5c2dWnTlj51adOWPnVp05Y+dWlTlzYxerbn9R/gacANwHOAXYDzgR8DR038zvHA43qPNX3m1p+0SZ+0SZv0mTt/0iZ90iZ90mbu/Emb/Mkfz/+v+Ug6Anim7UMntu0KLAGutX2spEfZXtptkB2lT13atKVPXdrUpU1b+tSlTVv61KVNW/rUpU1d2kSM424+F1Guj7TH1AbbXwEOAzaW9ISR7+TpU5c2belTlzZ1adOWPnVp05Y+dWnTlj51aVOXNjF68/5giu07KN/X+6ykUyUtGLZ/h3JK2g79Rtdf+tSlTVv61KVNXdq0pU9d2rSlT13atKVPXdrUpU3EPL6bj6RtgG2B/2/7O5I2o9z/fCfgM8DWwKNt799vlP2kT13atKVPXdrUpU1b+tSlTVv61KVNW/rUpU1d2kSsMC8PpkjaFLgAeAi4D7jA9nnDY7tSLph0C+Ve6D/sNc5e0qcubdrSpy5t6tKmLX3q0qYtferSpi196tKmLm0iVjZfD6acS9mJ3y9pf+CDwMtsX993ZHND+tSlTVv61KVNXdq0pU9d2rSlT13atKVPXdrUpU3EyubdNVMkPQHYCvhrANuXAP8XOHB4fBtJ+0pSv1H2kz51adOWPnVpU5c2belTlzZt6VOXNm3pU5c2dWkT8Ujz7mCK7duAI4G7JzafS/keH5QjqFt5Pp6SswrSpy5t2tKnLm3q0qYtferSpi196tKmLX3q0qYubSIeab5+zUdTO7KkRcC6wJnAt4DdbO/bc3y9pU9d2rSlT13a1KVNW/rUpU1b+tSlTVv61KVNXdpErGxh7wH8V5g8Imp7GbBM0u3AW4G9uw1sjkifurRpS5+6tKlLm7b0qUubtvSpS5u29KlLm7q0iVjZvDyYUnEmcL/tK3sPZI5Kn7q0aUufurSpS5u29KlLm7b0qUubtvSpS5u6tInRmpdf86mRtJbth3qPY65Kn7q0aUufurSpS5u29KlLm7b0qUubtvSpS5u6tImxGtXBlIiIiIiIiIiIX9W8u5tPRERERERERMR/pRxMiYiIiIiIiIhYDTmYEhERERERERGxGnIwJSIiIiIiIiJiNeRgSkRERERERETEavhPKdQbuZRoZYAAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for user in top_users:\n", + " _ = complexity_resonance_diagram(df=complexity_resonance_dfs_dict[user],\n", + " cmap_n = 12,\n", + " plot_title=f'Complexity Resonance Diagram, user == {user}',\n", + " labels_n=10,\n", + " figsize=(20, 7),)\n", + " \n", + " _ = cumulative_complexity_peaks_plot(cumulative_complexity_peaks_df=cumulative_complexity_peaks_dfs_dict[user],\n", + " significant_peaks_df=significant_peaks_dfs_dict[user],\n", + " plot_title = f'Cumulative Complexity Peaks Plot, user == {user}',\n", + " figsize = (20, 5),\n", + " height_ratios = [1, 3],\n", + " labels_n = 10)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "fatty-communication", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "if len(top_users) > 6:\n", + " fig, axs = plt.subplots(figsize=(15,40), nrows=len(top_users), ncols=1)\n", + " fig.subplots_adjust(hspace = 0.35, wspace=0.15)\n", + " _ = plt.suptitle(\"The sum of complexity resonance matched\\nwith significant cumulative complexity peaks per user\", y=0.895)\n", + "else:\n", + " fig, axs = plt.subplots(figsize=(15,18), nrows=len(top_users), ncols=1)\n", + " fig.subplots_adjust(hspace = 0.35, wspace=0.15)\n", + " _ = plt.suptitle(\"The sum of complexity resonance matched\\nwith significant cumulative complexity peaks per user\", y=0.915)\n", + "\n", + "for i in range(0, len(top_users)):\n", + " user = top_users[i]\n", + " # print(user)\n", + "\n", + "# _ = plt.figure(figsize=(10, 4))\n", + " _ = axs[i].plot(complexity_resonance_dfs_dict[user].sum(axis=1),\n", + " label=\"Complexity Resonance Sum\")\n", + " _ = axs[i].scatter(x = complexity_resonance_dfs_dict[user].index,\n", + " y = complexity_resonance_dfs_dict[user].sum(axis=1), \n", + " s=20, \n", + " c = \"grey\",\n", + " )\n", + " # _ = plt.title(f\"Measure Change (Scaled), user == {user}\")\n", + " _ = axs[i].set_ylabel(f\"Measure Change (Scaled)\\nuser == {user}\")\n", + "\n", + " for sig_ccp in significant_peaks_dfs_dict[user][significant_peaks_dfs_dict[user][\"Significant CCPs\"] > 0].index.tolist(): \n", + " if sig_ccp == significant_peaks_dfs_dict[user][significant_peaks_dfs_dict[user][\"Significant CCPs\"] > 0].index.tolist()[0]:\n", + " _ = axs[i].axvline(sig_ccp, c=\"orange\", ls = \"--\", label=\"Significant CCPs\")\n", + " else:\n", + " _ = axs[i].axvline(sig_ccp, c=\"orange\", ls = \"--\")\n", + " \n", + " _ = axs[i].legend()\n", + " \n", + "# _ = plt.savefig(f\"images/sum_of_complexity_per_user.png\", dpi=400, format=\"png\", bbox_inches='tight')" ] } ],