From b791d12a19a6c31e047d45a0cc56b0d8e2fc5cec Mon Sep 17 00:00:00 2001 From: Your Name Date: Mon, 18 Jul 2022 13:53:13 -0400 Subject: [PATCH 1/2] creates rough SALT2 heatmaps --- notebooks/Salt2 Heatmap.ipynb | 32 - notebooks/host_gal_heatmaps.ipynb | 2113 ++++++++++++++- notebooks/salt2_heatmaps.ipynb | 4031 ++++++++++++++++++++++++++++ notebooks/spectral_filtering.ipynb | 4 +- results/bl_pearson_prop_table.csv | 2 +- results/bl_pearson_table.csv | 18 +- results/bl_pearson_table_SALT2.csv | 9 + results/cl_pearson_prop_table.csv | 2 +- results/cl_pearson_table.csv | 17 +- results/cl_pearson_table_SALT2.csv | 8 + results/cn_pearson_prop_table.csv | 2 +- results/cn_pearson_table.csv | 18 +- results/cn_pearson_table_SALT2.csv | 9 + results/pearson_prop_table.csv | 2 +- results/pearson_table.csv | 18 +- results/pearson_table_SALT2.csv | 9 + results/ss_pearson_prop_table.csv | 2 +- results/ss_pearson_table.csv | 17 +- results/ss_pearson_table_SALT2.csv | 8 + 19 files changed, 6126 insertions(+), 195 deletions(-) delete mode 100644 notebooks/Salt2 Heatmap.ipynb create mode 100644 notebooks/salt2_heatmaps.ipynb create mode 100644 results/bl_pearson_table_SALT2.csv create mode 100644 results/cl_pearson_table_SALT2.csv create mode 100644 results/cn_pearson_table_SALT2.csv create mode 100644 results/pearson_table_SALT2.csv create mode 100644 results/ss_pearson_table_SALT2.csv diff --git a/notebooks/Salt2 Heatmap.ipynb b/notebooks/Salt2 Heatmap.ipynb deleted file mode 100644 index 4b6d2eb..0000000 --- a/notebooks/Salt2 Heatmap.ipynb +++ /dev/null @@ -1,32 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/notebooks/host_gal_heatmaps.ipynb b/notebooks/host_gal_heatmaps.ipynb index 5ab92a9..a345a75 100644 --- a/notebooks/host_gal_heatmaps.ipynb +++ b/notebooks/host_gal_heatmaps.ipynb @@ -25,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -40,7 +40,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -57,26 +57,423 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 3, "metadata": {}, "outputs": [ { - "ename": "FileNotFoundError", - "evalue": "[Errno 2] No such file or directory: '/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution/results/residual_df.csv'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/tmp/ipykernel_19934/2168930214.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0msdss_combined\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_csv\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution/results/residual_df.csv'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex_col\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'feat_name'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'obj_id'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0msdss_combined\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msdss_combined\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m,\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0msdss_combined\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/miniconda3/envs/SN-Spectral-Evolution/lib/python3.7/site-packages/pandas/io/parsers.py\u001b[0m in \u001b[0;36mread_csv\u001b[0;34m(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, squeeze, prefix, mangle_dupe_cols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, skipfooter, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, dayfirst, cache_dates, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, doublequote, escapechar, comment, encoding, dialect, error_bad_lines, warn_bad_lines, delim_whitespace, low_memory, memory_map, float_precision)\u001b[0m\n\u001b[1;32m 686\u001b[0m )\n\u001b[1;32m 687\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 688\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0m_read\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilepath_or_buffer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 689\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 690\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - 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timefeat_startfeat_endvelvel_errvel_samperrpewpew_errpew_samperrarea...ageloPEGASEagehiPEGASEminchi2PEGASENotesdelta_tis_peakbranch_typearcminkpcresiduals
feat_nameobj_id
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pW2191282454387.53942.6403404073.3356008793.6611540.0735.8233888.5207020.00.5479932.371075e-01...NaNNaNNaNNaN0.1TrueBLNaNNaN0.192552
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.....................................................................
pW721652453641.55919.9312606572.5772439137.1971060.0241.346074209.5146320.050.3121081.030554e-15...0.034.078.78NaN6.7TrueCL0.01200015.0572140.232221
pW1199682454406.53507.9017773921.77628717654.2280100.076.274254158.0923750.02.2675095.318834e-14...2.412.7261.46NaN6.8TrueSS0.02750034.389803-0.114607
pW387192453683.54084.0148644480.98109114043.4811080.0229.73312870.1376550.05.7542591.255463e-14...0.080.645.96NaN7.0TrueNaN0.02933336.667727-0.044784
pW187192453683.53552.5573473932.16985916685.1498020.0230.510419134.4236570.06.5337162.530772e-14...0.080.645.96NaN7.0TrueNaN0.02933336.667727-0.044784
pW287192453683.53927.8314314081.8456509609.3514940.03891.88275212.1098710.03.3716822.584592e-15...0.080.645.96NaN7.0TrueNaN0.02933336.667727-0.044784
\n", + "

801 rows × 160 columns

\n", + "
" + ], + "text/plain": [ + " time feat_start feat_end vel vel_err \\\n", + "feat_name obj_id \n", + "pW6 19128 2454387.5 5630.787447 5932.631261 8144.168668 0.0 \n", + "pW2 2017 2453636.5 3908.025238 4040.182181 NaN 0.0 \n", + "pW1 2017 2453636.5 3615.136877 3908.025238 13865.174056 0.0 \n", + "pW2 19128 2454387.5 3942.640340 4073.335600 8793.661154 0.0 \n", + "pW1 2689 2453637.5 3657.035407 3918.106397 11820.961436 0.0 \n", + "... ... ... ... ... ... \n", + "pW7 2165 2453641.5 5919.931260 6572.577243 9137.197106 0.0 \n", + "pW1 19968 2454406.5 3507.901777 3921.776287 17654.228010 0.0 \n", + "pW3 8719 2453683.5 4084.014864 4480.981091 14043.481108 0.0 \n", + "pW1 8719 2453683.5 3552.557347 3932.169859 16685.149802 0.0 \n", + "pW2 8719 2453683.5 3927.831431 4081.845650 9609.351494 0.0 \n", + "\n", + " vel_samperr pew pew_err pew_samperr area \\\n", + "feat_name obj_id \n", + "pW6 19128 341.659397 16.352920 0.0 2.103797 1.516625e-01 \n", + "pW2 2017 NaN 17.092118 0.0 1.438919 2.682215e-16 \n", + "pW1 2017 323.138916 52.658139 0.0 5.550196 8.082484e-16 \n", + "pW2 19128 735.823388 8.520702 0.0 0.547993 2.371075e-01 \n", + "pW1 2689 443.806031 103.331980 0.0 9.616017 2.222654e-15 \n", + "... ... ... ... ... ... \n", + "pW7 2165 241.346074 209.514632 0.0 50.312108 1.030554e-15 \n", + "pW1 19968 76.274254 158.092375 0.0 2.267509 5.318834e-14 \n", + "pW3 8719 229.733128 70.137655 0.0 5.754259 1.255463e-14 \n", + "pW1 8719 230.510419 134.423657 0.0 6.533716 2.530772e-14 \n", + "pW2 8719 3891.882752 12.109871 0.0 3.371682 2.584592e-15 \n", + "\n", + " ... ageloPEGASE agehiPEGASE minchi2PEGASE Notes \\\n", + "feat_name obj_id ... \n", + "pW6 19128 ... NaN NaN NaN NaN \n", + "pW2 2017 ... 1.08 1.39 0.14 NaN \n", + "pW1 2017 ... 1.08 1.39 0.14 NaN \n", + "pW2 19128 ... NaN NaN NaN NaN \n", + "pW1 2689 ... 4.75 9.70 6.98 NaN \n", + "... ... ... ... ... ... \n", + "pW7 2165 ... 0.03 4.07 8.78 NaN \n", + "pW1 19968 ... 2.41 2.72 61.46 NaN \n", + "pW3 8719 ... 0.08 0.64 5.96 NaN \n", + "pW1 8719 ... 0.08 0.64 5.96 NaN \n", + "pW2 8719 ... 0.08 0.64 5.96 NaN \n", + "\n", + " delta_t is_peak branch_type arcmin kpc residuals \n", + "feat_name obj_id \n", + "pW6 19128 0.1 True BL NaN NaN 0.192552 \n", + "pW2 2017 0.1 True SS 0.034500 43.077351 0.298784 \n", + "pW1 2017 0.1 True SS 0.034500 43.077351 0.298784 \n", + "pW2 19128 0.1 True BL NaN NaN 0.192552 \n", + "pW1 2689 0.1 True NaN 0.049833 62.012352 -0.112918 \n", + "... ... ... ... ... ... ... \n", + "pW7 2165 6.7 True CL 0.012000 15.057214 0.232221 \n", + "pW1 19968 6.8 True SS 0.027500 34.389803 -0.114607 \n", + "pW3 8719 7.0 True NaN 0.029333 36.667727 -0.044784 \n", + "pW1 8719 7.0 True NaN 0.029333 36.667727 -0.044784 \n", + "pW2 8719 7.0 True NaN 0.029333 36.667727 -0.044784 \n", + "\n", + "[801 rows x 160 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ @@ -87,7 +484,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -131,7 +528,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -168,9 +565,150 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:20: PerformanceWarning: indexing past lexsort depth may impact performance.\n" + ] + }, + { + "data": { + "text/html": [ + "
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logMassFSPS_p_pewlogSSFRFSPS_p_pewageFSPS_p_pewkpc_p_pewresiduals_p_pew
features
pW10.9535980.1480460.3500440.1218300.576774
pW20.0057400.0001620.0001540.1028000.276721
pW30.8275910.1248280.7418030.0123280.394503
pW40.3580920.1903640.0560920.0002580.657204
pW50.9936770.4561700.3803420.0366180.571431
pW60.0246100.0459960.1309430.0138650.693698
pW70.2113400.1312810.1362660.0082830.969242
pW80.5194460.5365080.6682610.8038010.552451
\n", + "
" + ], + "text/plain": [ + " logMassFSPS_p_pew logSSFRFSPS_p_pew ageFSPS_p_pew kpc_p_pew \\\n", + "features \n", + "pW1 0.953598 0.148046 0.350044 0.121830 \n", + "pW2 0.005740 0.000162 0.000154 0.102800 \n", + "pW3 0.827591 0.124828 0.741803 0.012328 \n", + "pW4 0.358092 0.190364 0.056092 0.000258 \n", + "pW5 0.993677 0.456170 0.380342 0.036618 \n", + "pW6 0.024610 0.045996 0.130943 0.013865 \n", + "pW7 0.211340 0.131281 0.136266 0.008283 \n", + "pW8 0.519446 0.536508 0.668261 0.803801 \n", + "\n", + " residuals_p_pew \n", + "features \n", + "pW1 0.576774 \n", + "pW2 0.276721 \n", + "pW3 0.394503 \n", + "pW4 0.657204 \n", + "pW5 0.571431 \n", + "pW6 0.693698 \n", + "pW7 0.969242 \n", + "pW8 0.552451 " + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "features = [f'pW{i}' for i in range(1, 9)]\n", "pearson_table = pearson_table_make(sdss_combined, features)\n", @@ -195,7 +733,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -236,7 +774,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -254,7 +792,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -379,7 +917,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -412,7 +950,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -424,9 +962,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:20: PerformanceWarning: indexing past lexsort depth may impact performance.\n" + ] + } + ], "source": [ "features = [f'pW{i}' for i in range(1, 9)]\n", "bl_pearson_table = pearson_table_make(sdss_bl, features)\n", @@ -435,9 +981,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:20: PerformanceWarning: indexing past lexsort depth may impact performance.\n" + ] + } + ], "source": [ "features = [f'pW{i}' for i in range(1, 9)]\n", "cn_pearson_table = pearson_table_make(sdss_cn, features)\n", @@ -446,9 +1000,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:20: PerformanceWarning: indexing past lexsort depth may impact performance.\n" + ] + } + ], "source": [ "features = [f'pW{i}' for i in range(1, 8)]\n", "cl_pearson_table = pearson_table_make(sdss_cl, features)\n", @@ -457,9 +1019,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:20: PerformanceWarning: indexing past lexsort depth may impact performance.\n" + ] + } + ], "source": [ "features = [f'pW{i}' for i in range(1, 8)]\n", "ss_pearson_table = pearson_table_make(sdss_ss, features)\n", @@ -475,7 +1045,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -487,18 +1057,44 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plot_heat_map(carray_vel, parray_vel, 'vel')" ] @@ -512,7 +1108,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -522,18 +1118,44 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plot_heat_map(bl_carray_vel, bl_parray_vel, 'vel BL')" ] @@ -547,7 +1169,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -557,18 +1179,44 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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yr/iWgwwk39jlG3E+M0TkZHGWWyx/w6zxtenV2WhsMM6/byOcccwTcYY3bMT5N88Tkf44kzA/9sUyxpffbpDGmDrHytrqa2hlbaDKWd/1razdz5SMu6tXRCRGVTPKHUcCxapaICKdcLpo16rqg77Xr8I34Qyn2zQLuEB961vXUowR6uxEW3IcB2Sos275AcAdwHxVHe97/RGcmv/XwAM4f3CX11YX5I4tML4bebDvM2wP3Iuzu+/9vtfHAgNwWqZGUvYZFtRGfHsiIifjLLU4E2fVkn+AFjgrn8xV1Wn7IIYmOONb54rIXTgtdC/6XpuDMxnvYRFpirOSSB/gOVX9TMpWj2mnqutrO1ZjjKkqK2trJL56W9bWhXLWF4eVtfuBOt9DsjPlb5A+vXHWpkZVVwMTgONFpJmIdMGpZc9Q1S9xVuMIwxl/yA6tPtUmUjq+svwN0g0c7HugqotwJtkdK44+vtc+UdWZOC0SoUCw7/UaX8mk5AZZEi/OyiHH+l5bB7yLs7tvO99NcwBO9/KzqnocziTIVr5r7NPfI99N5wacNfHnqOrZwKs4u/3eBdwuzqZUHWozDlVNV2csMTj/XheLSDcReQZnl+GHRSQcp8v+QeAM4ARfAVUyhnmtiAyozTiNMcYfVtZWX30ta+tKOQtW1u4v6mWFZCfigOdE5A5xxmyC80ubibMBVBxOzR6cSXqDVXWriFwPvCMiD9RUIDsbU+nrOowE3vbF2B6nhSbLl/5inFan+b4sBwKdcMZNPgx8KiIP1VSMu4i3I/C4iNzkKzi8OGt9JwOH4dxEfwcQZ2JgD1VdJyKnA6+KyG21Ed8uXAzk40xs6+krRA7B+dweUNXRwGzggh0z1mL38r0441vPAq4HLvMV0C/jtBR+jzPp8lB8E/F8N9OfVHWOrzCsldiMMaaGWFlb/XjrS1lb58pZsLK2IauXQ7Z2RkRaAg8BfYEFOL+U/wHjcH4pY4DfcFomnsSZsHc1ziSya3CW8btOVf+s5RjH4YzNnYHTFRqC0228DWdH0oU4y909i7PU3licP7z7cNaCv9Q3NrU24muH07rQC1iPM17ze5zPtR/Oaipf4CxheCfOOuyjgVeAU3HG896iqn/URnzl4gwGWqnqBhH5Cuff80ScgugmX/fs00Chqt7u6+5tqapLazMuX2whON3rb4jIqcAIVb3K99o8YLWqjvW1Kv2Ls6Pwuh2u4aqt4QPGGFMdVtbWSHx1vqyty+WsLz4raxuYBlEhkXKrKYhIB1Vd6+sefRX4V1VfEmfi06HAP6o6S5zl+f4rNw7xeCBCVb/YBzEmqGqSr/v1Z5zlAT/3dSf2wtncaZWITMQZG/m2L98xOH/8v9dCfKV/mCLSDViL02p0J86Sek/jtIwMBRap6mQRGQekqLNRVcnY12hVfaum49sxThEJ9o0Rfg1YAZwLPKuq74lIL5wb52aclTqeANKANsAdqvpTbcW3Q6xnAI/htCA1xvl9PElVZ4uzKs0sVb1TRM7GKQhfVmeVGGOMqXOsrK2R+Op8WVufyllfvFbWNgB1btlff6izprrLeaprfac7ADk4LTeV1g3HuTm9KCLFwNs4yxnWWu2sJEZV9fpukILTyrEcZ4wrvtaY8i0y3wD3ibNm+QfAVJzu3dqIz1suvuUAItIGZ2OnBaqagzOxbWa5bPOB10QkD+cz/JZa/AxL4vT9v2S5xnE4m1+tBIaLs/78QziTKmNwJgVOUdVxIjIKOE9EFqjq1tqM0xfjZyKSC5yC0/39le8GeTTQW1WPEpEjcHY+/gy4X0SGAvdo7S6ZaYwxVWZlbY3EV+fL2vpUzvritLK2AWgQPSS7U66GH6KqhSXHvtfOxemm/Z+qLgtspGUtOyISps567oLzx3UScI0GYIUI31jLYF88JZ9hiPpWTRGR84ETcP6w90lXbbnYQnAmr40GbsKZRHk8zs17PM4a+gcDj6qzjCUln+2+jNP3vqfiLJ+5RURWAo+p6lu+m+TrwHHqbAA1GJintbgqjTHG1DQra6sfE3WwrK1P5azvva2sracabIVkV2MDReQC4FtVzfDdhD7EWZ/80gDEuNONhUTkIuBTddbYDsWp0c9R1YfrSHxnAt+p6nZfa9kHQKiqnrYv4/PFEgoMUNXpvuPyheC9QFNVvV7qyCZJ4kxSfFFVu4tvOUhxJisOxunmDsgyysYY4w8ra2s1vjpR1ta3chasrK2PGsoqW5Xs4gYZhTPR7kMp24goAWd97X2+fO0ubkCxON2On4mz4VQB0BrI9b0uO+bZx/FFASOAD0Ski+9zDsPXXb8v4/PFWFDuJhnka6ErieEvoJ+IDKkrN0lV/QUnpjjgEXF2E/4FZ6LnkQENzhhjqsjK2lqLr86UtfWtnAUra+ujBttDsjvibN70f8ASnFU2+u/shhBIvhivABYDUao6JsAhVSAiNwGX4uw22wkYo6rJgY2qMl8L0xXAN6r6fKDjKc/XWnMTzqTARJwxuN8FNipjjKkZVtZWX30oa+tyOQtW1tYX+1WFRCquvhGBs/Rfkqpm76rbeV/bIcZwoBmwxTeeNOAxSsUVQhoDXYE1qpoWyLh2tGMXuOywW25d4hvz+qeqpgQ6FmOMqS4ra2skvjpf1tanchasrK3r9qsKSYm6NM5xV+p6jHU9vhL1JU5jjGlo6sP9t67HWNfjg/oRo6n79ssKiTHGGGOMMaZuaLCT2o0xxhhjjDF1n1VIjDHGGGOMMQFjFRJjjDHGGGNMwOzXFRIRuTzQMexJXY+xrscHFqMxxgRSXb+/1fX4wGKsCXU9vv3dfl0hAerDL2ddj7GuxwcWozHGBFJdv7/V9fjAYqwJdT2+/dr+XiExxhhjjDHGBFC9Wva3WbNm2r59+0CHYUydt3bpItJy8qW236e/K1Kz/Fh+fhUFP6rqqFoIyRhTTVbWGrN35v63HC3IrtWyduQxozQtNdWvvPPmza03ZW1QoAOoivbt2zNnzpxAh2FMndc3IW6fvE8WHp4Lb1/lfMfnLW9W89EYY2qClbXG7B13bIdaf4/U1FSmz/Tv7zEiROpNWVuvKiQlnpnoDXQIldx4Qtnot++CugUwkl0bXby89PlhY6YGMJJdmz5paOnzpauSAhjJzvXonFD6fNu4KwMYya7F3vVqoEMwxjQAAx7+PdAhVDLn7uGlz8MH3hTASHYtb/bTpc/DB98WwEh2Lm/mE6XP84sDGMhuhJX7dhp91vuBC2Q3sj45P9AhNCj1skJijKkbRARXUK2PDDPGGGP2W0r9mV7hL6uQGGP8JyDBtjaGMcYYU2safn3EKiTGmGoQrIfEGGOMqUX7QX3EKiTGmGoQkGCrkBhjjDG1pR4tiOs3q5AYY/xmc0iMMcaY2mVzSIwxZnesh8QYY4ypXQ2/PmIVEmNMNdgcEmOMMabWKPtFfcQqJMYY/wkgbquQGGOMMbVCbQ6JMcbsnoDLKiTGGGNMrdkf5pDYBgLGGGOMMcaYgLEeEmNMNQjish4SY4wxprbYkC1jjNkdAXFbR6sxxhhj/GcVEmOM3wSbQ2KMMcbUFsV6SOodVeWbN25g6dwfCAmN4Kzr36Z1p4MqpCksyOW9x08nbfMaxOWm18DRjL7gUQBWL/6TCW/exKZ1/3LeLR/T57DTSvPN/u09fv78EQCOPv1OBh55QZXjizvmcHo9fRfidrHh7S9Y/cQbO03X8uSRDPjiBf46+FQy5y4i4awxdLz5ktLXo3t346+BJ5O1cFnpuQHfvEJEh9b82XdMleMqT1VZu/gFMrbOxOUOo3Pf22nUuOsu0y+dfSf5ucn0G/puhfNJqz9j/dJXGDhyAsEhMaQk/kzS6k8AxR0UQccDbyQyurPfMT7y0L38OfU3wsPDeeTxZ+jZ68BK6RYv+pc7/3cj+fn5HDH0SO6850FEhIyMdG6+/iqSkjaSkNCGp59/hcaNY3jrjVf4buI3AHg8HtasXsm0fxYSE9OkSvEFd+xJxMjTQVwULJhO/owfK7weNmgEoX2HoF4PmrudnO/ex5u1DYDw4ScT3PkAAPKnfU/h0rkAhA4YRtjAI3HHNif96ZvRvJwqf261QrAhW8bsRw7pGMstx3TBJTBhwSbe+3tDhddPPSiesQMS8HiVvCIP4yYvZ21qLo3Dg3j81APoGR/Fdws388SPK0vzvHZeX5o1CiW/yAPANR8vJD23yO8Yjz6kO+NvPgm3y8W7385k/Hu/VXg9JNjNWw+cTb/ubdiWmcO5d77Phk3pxDaO4OPHLqR/zzZ8+N1sbnzyawAaRYTyyxvXlOZPaN6YT3+Yx61PT/A/xsFdGX/jibhdwrsTZzH+gz8qx3jfmfTrlsC2rFzOvfsjNmxK58hBXXjoqmMJCXJTWOzhzhcmM3XuaifGV/+vYoxT5nHrs5P8iu+nH6dwy03X4/F4uPDiS7n1ttsrvL5+/XquvOxiUlNSaBIby9vvfUjr1q2Z+sfv3HbzjaXpli9fxvsffcoJJ57ElZddwry5c1BVOnftyhtvvUujRo38ig/gqD7xPH7+QNwu4b3fV/HMxEUVXj+0e3MeO38gB7RtwkXP/8m3s8p+V9M/OpfFGzIASEzL4czxvwPQLq4R71x3OLGNQpm/dhuXvzSNIo/X7xhrhtqk9qoSkRNFZEK54ztEZFW54zEiMtH3fJyIbBSR7TX1/kvn/kDqppXc+epyxl79Kl++cvVO0w076WZuf3kJNz8zl7XL/mbp3B8AaNKsLWdd/zYHHXFWhfQ52dv48dOHuP7JGdwwfiY/fvoQudvTqxacy8UBz9/LrNGX8seBx5Nwxmga9ehUKZm7USQdrjuf9H8WlJ5L+mQSfw04ib8GnMSCC28jd21ihcpIy5OOxrO9Zr6gZmz9h/ycRPoN/4hOvW9mzX/P7DJt2qY/cbvDK50vyNtKZuocQsJblJ4LjWjFAYc8R9+h79C6y/ms/vcpv2P8c+pvrF+/lim/TOOBhx7ngXvv2Gm6B++7gwcffoIpv0xj/fq1/PWnc8N587WXGHzoYUz5ZRqDDz2MN197CYBLLvs/vpn0E99M+okbb76dgYMGV7kygggRo84i+9MXyXztAUJ6DcTVrFWFJMVbNpL59iNkvfkwhcvmET7iFACCOx9AUMu2ZL05jqx3Hyds8NEQEubk2bia7I+fw5ORVrV4ap3gclf9YYzxX6DKWpfA/47tynWfLGTsq7M4plcLOjSLqJBmyqItnPn6bM55cw7v/72BG492Gp4Kir28MnUtz/2yeqfXvnvCEs55cw7nvDmnWpURl0t49rZTOPH61+l3+uOMHXkQ3Tu0qJDmwhMPJj0rjwNOeYQXPp7KuGtHA5BfUMyDr/7AHc9NrJB+e24Bg895qvSxYVM6E37/t3ox3nIyJ974Fv3OeoqxI/vSvX3zijGeMMiJcewTvPDJX4y7+jgA0jJyOO2Wdxl47jNc9uBnvH3fmWUxnv9s6WPD5nQm/LGo0nvvDY/Hww3XXc23k35g/r9L+OLTT1i6ZEmFNHf87xbOOfd8Zs//lzvvvpd773LK4aHDhvPP3AX8M3cBP/z8GxERERx19EgAnnjqGWbNW8js+f/Spk1bXnn5Rb/iA3CJ8NRFB3Pq478y8JaJnHZoe7olNK6QJjE1h/97dTpfTF9bKX9eoYchd3zHkDu+K62MADxw9kG89P1S+t44gYycAs4f7l/DaU1T9e9Rn9T04O+/gcHljg8BskSk5C/tUF8agEnAoJp880WzJjJg+HmICO27DSYvJ4OsbZsqpAkJjaBL7+EABAWH0LpjPzLSEgGIbdGe+Pa9EVfFj2X5/B/p2vcoIqNiiWjUhK59j2LZvClVii1mUG9yVq8nd20iWlRE0ueTaXHCiErpuj1wPauffANvfsFOrxN/5vEkfz659NgdGUHHGy9i5SOvVCmeXdm2ZTpxrY9BRIhq0oviou0U5lf+EuwpziV5zee07nJepdfWLn6Rdj2uoPzXzujYAwgKiQIgKqYnhXkpfsf42y8/ceJJpyEi9OnXn+zsLFK2bqmQJmXrFrZv306ffv0REU486TR+/dnpqfjt15846eSxAJx08lh+/eXHSu/x/XcTOG70iVWOLSi+Pd5tW/FmpILXQ+GS2YR07V0hTfH6FVDsFLjFSWtxRTmVHnezVhRtXAnqhaJCPFuTCOnUCwDPlo14M+taZQREnH1IqvowxlRLQMraXvHRbNyWR1JGPsVe5afFWxjatVmFNDmFntLn4SHu0i9F+UVeFm7MpKC4dlubB/Zqy+qNqaxL2kZRsYcvfp7P6KEHVEgz+ogD+GjybAC+/u1fhg3sAkBufiF/L1xLfmHxLq/fuW0czWMbMX3+Gv9j7NmG1YmprEsuiXEho4/oVTHGw3vy0fdznBh//49hA5wvxgtXJLMpNQuAJWu2EBYaTEiwu2KMbZrRvEkjpi+o/EV8b8yeNYtOnTrToWNHQkJCGHvGmXw36dsKaZYtXcLQ4UcCTiVkx9cBvvnqS0YecywREU6lNTo6GnBGOeTn5SHif1kwoHNT1mzOZt3W7RR5vHw1Yx3HD2hTIc2G1BwWb8jAW4Vv5kN7tWTCP+sB+OTP1Ywe0NbvGGuS+vmoT/yukIhIexFZJiIfichSEfkSyMG5KZZUKROAr3Bujvj+Px1AVWeq6qZKF66GrLQkYpqV/ULGNGtNZlrSLtPnbc9g8ezv6Nq7csWgvMy0ZJqUv27T1mSmJVcptvD4FuRv3Fx6nJ+4hfD4iq020f16Et6mJVu/n7rL68SPPY7kT8sqJN0evJ41T7+NJze/SvHsSmF+CqHhcaXHoWFxFOZXrjxsWP428R3PwOUOrXB+2+ZphIbF7XY41paNk4lp7n/5uHXLZlq2ii89btGyFVu2bK6QZsuWzbRo2apCmq2+NGmpqcQ1dz77ZnHNSUtNrZA3Ly+Pv/76g6OPOa7KsUlUEzzZZb1n3qyM0grHzoT2PYyi1U4rVvGWRII79oKgYCQ8kqB2XXFFV7GHJgDE5arywxizd+pSWds8KpQtWWVlzdbsAppHhVZKN7Z/AhOuHsy1IzoxvtzQrN25b0x3Prp0AJcMaVetGOPjGpO4JaP0OGlLBglxFVvO45uXpfF4vGRtz6dp48i9uv7Ykf348ucF1Y9xa2ZZjFszSYiLrpxmS+YOMVbsjTp5+IEsWJFEYZGnwvmxR/fly18W+h1fcnISrVuXfedJSGhNUlLF71IH9u7Dt984Q9q+nfAN2dnZpKVVbDT74vNPOf3MiiNOLr/kItq3bsny5cu46upr/Y6xVZMIEtPKRoYkp+US3yRiNzkqCgt288e44/j1wWNLKzKxUaFk5hTi8Tpf5ZPScmkVW3kUSEDsBzWS6n4z6Aa8rKo9gCzgKpyb4KEi0g1YCcz0HQcBfYDZ1XzPGuHxFPPBU2dz+OhradqyY6DDARF6jb+dJbc+vsskMYN648nNI3uxc4OP7tOdiI5t2fztL/sqSgByMleSn5tM01aHVzjv8eSTuOoj2nS7aJd5M1Pns3Xj97TrcUVth7lXRKRSK80fv/3MQQcNrPpwrSoKOWAQQa3akj/zZwCK1y6laPUioi+8jUYnXUpx0lrUG+ixq3vgm0NS1cceLysySkSWi8gqEbl9N+lOFREVkQE1+nMZU7fUq7L2i7lJnPTSTF74dTWXHL7nCsbdE5Zw5uuzuez9+fRrG8PxB7bYY55AGXt0Xz7/cX6gw6BHhxY8fPVxXPPYV5VeG3t0Hz7/aUGtvv+jj4/nr7+mMnhAP/76cyrxCQm43WU9NZs2bWLxov84euQxFfK9/tY7rNmQTPfuPfjy889qNcbd6XXtVwy763suefEvHjt/IB2a+z+XZV9QP/+rT6pbIdmoqtN9zz8EhuB0Ex/qe8wAZgEHA/2AZapapaZ8EblcROaIyJyUlMot9dMmv8z4Gw5i/A0HEdWkFRmpG0tfy0hNpHHThJ1e94uXrqBZqy4MPeH6PcbQuGk86eWvm5ZI46bxu8lRWV7yFsLatCw9DmvdgrzksmFGQVGRRPXqyiG/vs+Rq34l5uC+DPzmFRr3L+tqjj/jeJI/K+sdaTK4HzH9D+DIVb9y6NSPadS1PYf8+n6V4gLYtO4bFvx5CQv+vITg0KYUlBtOVZCfQkhYXIX02elL2J6xnLm/nsGiv68lf3sii/6+nvycZPJzN7Hwz0uY++sZFOSnsPDPy0uHfOVkrWbVv0/SfcA4gkMqtljtyccfvsvJY0Zy8piRxDVvzuZNZT1UWzZvokWLlhXSt2jRki2bN1VI09yXpmmzZqVDvFK2biG2adMKeb+f/K1fw7UANDsdd7keEVd0DN5yPSYlgtp3J/ywY8n+/BXwlA0PyJ/+A1lvjiP7k+cA8G7b6lcc+07NzyERETfwEnAs0BM4S0R67iRdFHA98E+1fwqRdrt7VPf6xlRTwMtacHpEWkSHlR43jwpla/bOhxcD/LR4K8O6xu3y9RIp2YUA5BZ6mLJoC73io/eQY9eSUzJp3SKm9DihRQxJKZkV02wtS+N2u4huFEZa5p7nYR7YJZ4gt4v5yxL9jq80xuZlZWBC88YkpWRVTtOi8Q4x5jrp4xrz2ePnc+mDn7I2aVvFGDu3cmJcvuvRIXsSH59AYmLZd56kpEQSEhJ2SBPPZ198zcw583ngoXEAxMTElL7+1Refc8KJJxMcHFzp+m63m7FnnMmEbypXpvbWpvRcWjct69WKbxpBcnpuFfLnAbBu63amLdlM7/axbMsuoHFkCG5fo1lC0wg2bcvzO8aa4u/8kf1tDsmOP67ia7XxPWaoajYQBgyjbEzr3r+B6uuqOkBVB8TFVb6xDTn+Km55dh63PDuPAwefyJzfP0BVWbd8JmGRjYmObVUpz/cf3kNebiYnXbrrCdvldet3DCvm/0zu9nRyt6ezYv7PdOt3zJ4zlpM5+z8iO7cnvH1rJDiYhNOPZ8ukspU/irO281PLwfzWeQS/dR5Bxj8LmH3y/5E51zcpTYT4046tUCFZ/9on/NL2cH7rPIK/h57N9hXrmDHi/CrFBdCq/cn0PeIt+h7xFrEth5CS+COqSnb6YoKCIgkJq/iFvWX7Exl49Ff0H/EZBxz6AmGNWnPAoc8RGd2RQSMn0H/EZ/Qf8RmhYXH0OeJ1QsKaUpC3heVz7qFL3zsJb9RmF5Hs2tnnXlg64XzEUaP4dsKXqCoL588lKiqqdAhWibjmLWjUqBEL589FVfl2wpcceZQzsW74kUcz4ZsvAJjwzRccOWJkab7s7Cxmz5rJkUdV7d+3RHHyelyxzXE1bgouNyE9B1K0ouLkR3eLNkQedw7Zn7+C5maXvSCChDs3WHfzBNzNEyhaU3Ei4X5iELBKVdeoaiHwKbCzGuJDwONATYxXnAR8B0wB1gJTfY+1vnPGBFLAy1qAJcnZtIkNJz4mjCCXMLJXC/5cUXHIa5smZUNchnRpyoZtu/+S6BahcbjzpdXtEg7v0pTVKf4v0jJnyUY6t42jXXwswUFuxh7dj8l/VpzcPfmvxZxz/EAATjmyN1Nnr9rZpSo5/Zh+fP5T9XtH5ixNpHObZrRr1cQXYx8m/1XxXj/5ryWcc5zT8XvK8AOZOseJsXGjML5++iLuefkHZvy7vnKMI/tWu3dkwMCBrFq1knVr11JYWMgXn33K8aNPqJAmNTUVr68H/8nHH+WCCy+u8Prnn31SYbiWqrJ61arS599NmkjXbt39jnHu6jQ6toyiXVwjgt0uTj2kPd/P3bjnjEBMZAghQc7X39ioUAZ3bc6yJKfS+ufizZx0sNMGddYRnZi8l9c01VfdZX/bisghqjoDOBuYBiwF4nFacK7ypVsAXAncVs33260e/Y9j6ZwfeOTKrgSHRnDWtW+Vvjb+hoO45dl5ZKQm8ssXj9C8dXeevsn5Yx9y3FUMHnkpG1bO5p1HTyVvezqLZ3/HlE8e4H8v/kdkVCxHn3EXz9x8MAAjz7ibyKjYKsWmHg+Lr3+Qg79/E3G72fjuV2xfsoqu919H5pxFbPnut93mb3rEQPISN5G7tnotM3vSpPlgMrb+w7zfz8HtDqVzn/+Vvrbgz0voe8Rbu8m9axtXvEdRURZrFjmVQBE3fQ5/3a9rHTHsSP6c+hujRgwhLDyMcY89XfrayWNG8s2knwC45/5HuPN/N1GQn8/hQ4dxxFBnAt5lV1zDjddfyVdffEp8Qmuefq5sQYBffprCYUOGlk7CqzL1kvvjZ0SddR24XBQs/BtP6ibCjxhD8ab1FK38l4gRpyDBoTQ69TIAvJnb2P7FK+ByE33eLc5lCvPImfiOM8EdCB0wnPBDRiKNoml82T0Url5E7uQP/YuxBon/y/42E5E55Y5fV9WSX4gEoHwpkIjT8lvufeUgoI2qThaRW/0JoDxV7e277vvAhar6j+94MHDN7vIasw/UibLWo8qTU1bwwll9cLuEiQs2sSY1lyuGdmBpchZ/rkzj9IEJDOoQS7HHS3Z+MfdPXFqaf+I1g4kMDSLYLQzt1oxrPl7Ipsx8Xjy7D0EuweUSZq3dxjfzqzZHs0KMHi83PvE1k56/HLfbxXsTZ7F0zRbuuWIU85ZuZPKfi3n32394+4GzWfT1naRn5XLeXWUjC5Z9ezdRkWGEBLsZM/QARl/7GsvWOj3qpx7Vl5Ou3/ly/VWOcfy3THruUtwuF+99N5ula7dwz2Ujmbcskcl/LeHdSbN5+74zWfTFbU6M93wMwJVjD6VT62bccfFR3HHxUQCMuf4NUtKdStypI3pz0k1vVyu+oKAgnnnuRcYcfwwej4cLLryYnr168eD993JQ/wGMHnMCf079g3vvvgMRYciQI3j2hZdK869ft47ExI0cfsTQ0nOqyqUXX0B2VhaKcuCBfXj+Jf8X4/F4lVvfncU3dxyF2yV88McqliVmctdpfZi3No0f5iZyUMemfHTTMGIiQzj2oDbcObYvB986ka7xjXnu0sF4VXGJ8PTERSz3VUju+2Qe71x7BPec3peF67bx/u97NweqttWzzg6/iPrZpyMi7XFaDucA/YElwHmqmisik4HGqjrEl/ZC4B0gvmRynYg8gXNjjQeSgTdV9f7dveeAAQN0zpw5PDOx7o2rv/GEss6m74K6BTCSXRtdvLz0+WFjdj1xPpCmTyq7gS1d5X+Xc23p0bms23rbuCsDGMmuxd71Kn0T4liQlFLry1n1ahylnxzWv8r5+vwwda6q7nTeh4icBoxS1Ut9x+cBB6vqNb5jF/AbTsVhnYj8AdyiqnN2dr2qEJElqtpzT+eM2VcCWdYOePj33SULiDl3Dy99Hj7wpgBGsmt5s8saycIH12o7rF/yZj5R+jx/1wuKBVRYueby6LOqPhR9X8j65HzcsR3wbFtbq2Vtn3799cc/ZvqVt1VMyC7L2rqmuj0kxap67o4nVfX4HY7fBd7d4dxt1HKPiTGmltXOxohJQPlxfa1950pEAQcAf/gWJGgJTBSRE2qgUrJYRN4APvYdnwv4t5i/MTXHylpj9mP1bYK6PxrUTu3GmH2tVjY6nA10EZEOOBWRM3FaeAFQ1UygdPODmuwhAc7DGfJyDSA4Q2NeroHrGmOMMX6pbxPU/eF3hURV1+G0Uhpj9lPVmEOyS6paLCLXAD8CbuBtVV0sIg8Cc1R14u6vUK33zheRl4BfcIbtLlfVOjqowewPrKw1xuwH9RHrITHGVE9tbHSoqt8D3+9w7t5dpB1WU+8rIr2BL4EUnC+Bi0TkWlWdV1PvYYwxxuwtxXpIjDFm92pnDkkgvQCcr6ozRWQecALODtjDAhqVMcaY/VjDr5FYhcQYUw17t/N6PdJYVUuWMxFVTRORyN3mMMYYY2pLPdzk0B9WITHGVEsDq5C4RSTIN2/EJSKnA6l7ymSMMcbUlv2gPlLtndqNMaYheRbo6nueDBwDXBioYIwxxpj9gfWQGGP85qyy1XDaNVT1rXLPjw1kLMYYYwzsH0O2Gs43CWNMQLjcUuVHXSUiV4rIVhFZIyJDRaSJiFwa6LiMMcbsv9TP/+oTq5AYY/wnzqT2qj7qsNuAnjiraz2kqunA5YENyRhjzH5N/XzUIzZkyxhTLQ1pyBawFchU1VQRifGdCw5gPMYYY/Zj9bBu4RerkBhj/FYbO7UH2D/AZBH5CIgUkYeAVQGOyRhjzH5sf5hDYhUSY0y1NLAKSRSQCAwFfgQ2A+MCGpExxpj9WP2bD+IPq5AYY6pBGtSQLVW9ONAxGGOMMRU0/PpI/ayQ3HhC3f4CNLp4eaBD2KPpk4YGOoQ96tE5IdAh7FbsXa8GOoTAa2BDtkTkbaDSD6SqFwUgHGMCas7dwwMdwm7lzX460CHsUd7MJwIdwm6F1YNvgVmfnB/oEAJuP6iP1M8KiTFm90T2VSWhYfWQAN+Vex4JjAWSAhSLMcaYOswd5K79N1GbQ2KMMfsVVf16h1MfiMjMgARjjDHG7CfqZYUk5+37Ah1CJZEXP1D6PHfqpwGMZNcihp5Z+jxj3i8BjGTXYg46qvR5/nd1b0hU2OgrS5+nP3Z1ACPZtSa3v7Rv33Cf9cYEzDQRcauqJ9CBGLMvDXrkj0CHUMmsO4eVPn/st9WBC2Q3bj+yU+nzKYtTAhjJzo3qFVf6/PyPFgYwkl17/5w+pc/bXjsxgJHs2oYXTtgn7+Ms+9vwu0ga1FgLY8y+VbLsb0PZGFFEnheRjr7n/xORicBEq4wYY4wJmP1gY0SrkBhjqkVcrio/6rDhqrpGRHoBJwOPAs8FOCZjjDH7sf2gPlI/h2wZY+oIqds9Hn4o6Qk5HvhIVWeISH27rxtjjGlAbFK7McbsQR3v8aiqxSLyBTAAGCIiEdS/hiZjjDENiM0hMcaYPWhIc0iAC4EPgFGqmgQUAEcENCJjjDH7t1oasyUio0RkuYisEpHbd/J6WxH5XUTmi8i/InJcDf1ElVgPiTHGb9LANkZU1SIRcQNX+PZymbaTpYCNMcaYfaY2+kd8Zd1LwNFAIjBbRCaq6pJyye4GPlfVV0SkJ/A90L4WwrEKiTGmOgQa0JAtEXkc6A185jt1hYgcoqq3BjAsY4wx+yml1uaQDAJWqeoaABH5FDgRKF8hUSDa97wxkFwrkWAVEmNMNe27XeH3ieOAPqrq9R2/KyL/AVYhMcYYExDVmEPSTETmlDt+XVVf9z1PADaWey0ROHiH/PcDP4nItUAkcBS1xCokxhhTxgs0BVIARKS575wxxhhT36Sq6oBq5D8LeFdVnxKRQ4APROSAco12NcYqJMYY/0mDW2XrIWCWiPyF01U9DOsdMcYYEyi1t6lIEtCm3HFr37nyLgFGAfiWwQ8DmgFbazoYq5AYY6qhzq+aVSWq+qWI/IkzthbgNlXdEsiYjDHG7N9qadHf2UAXEemAUxE5Ezh7hzQbgBE4w5d7AGH4RhDUNKuQGGP8JzS0Se1DfU+zff/vLiLdVXVqoGIyxhizf6uNSe2qWiwi1wA/Am7gbVVdLCIPAnNUdSJwM/CGiNyIUy+6ULV2pthbhcQYUy0NqYcE5+ZbIhSnp2QBMDwg0RhjjNnv1dbGiKr6Pc5SvuXP3Vvu+RLgsFp58x00qAqJO6EzIYOPBRGKV8yj6N9pFV4P6nUIwV0PAvWi+bkU/DUBzclEIhsTOuJMEEFcboqW/EPxcmdRgrBjL0QiotDiIgDyf/wA8nP8is/VpCUhnQ9y4tu0huKNSyu+3jiOkE79kEYxFC75G09q4g4/YBBhA4/Dk5pI0ap54HIT2vMwJLwRqOJJS6Jo7b9+xVYiKLop4a27AkJhWhIFW9ZXTCBCRPteuMOjUU8RuWv/w1uYDyKEt+1BUEQ0qJKXuILi7emlecLbdCOoURMA8pNXU5Th//BDV1wbgnodBiJ4NizFs3pBxRBjWxHc61AkqilF83/Bu2lN2c/XYzCu5m0BwZuaSPHi6U6exs0I7jMc3EF4t24oPe+PoA49iTjqNHC5KFg4nYKZP1d4PXTgkYT2ORT1etHc7eR+/yHerG0AhA87ieBOB4AIReuWkffLFwA0Ov1qpFE0Im6KE1eR+9NntbYOYFUIgkjD6SFR1RPKH4tIK+D5AIVjTJ0zuGMsNx/dGZcI3y7cxPszNlR4/ZR+8ZzWPx6vQm6hh0d/WM7a1Fwahwfx6Cm96Nkqmu/+3cz4n1aW5jmqRxwXHdYOtwjTVqXx4u9rdnzbKukQG85RXZrhEmHhpixmrs+o8PqBLaMY3rkp2QXFAMxNzOTfTU6n6G3DO5KyvRCArPxivvpvMwAHJUQzsE0MTSKCee6vteQVVW9O75xpv/HqY3fh9XgYdeq5nH7pdZXS/DnlWz58+UlEhI7devG/J14F4K2nHmDWn7+gXi/9DhnKlXeMIy83h1vPH1OaN3XLJoaPPo0rb3/Yr/gObBXFuQPicYkwddU2vluy8zJ7QJvGXHdEe+77YQVrt+WVnm8aEcyjo7vxzX9b+GFpCi2jQrl6SLvS15tHhfD1ws38uDzVr/gAhvaI4/5TD8TtEj6dsZ6Xf15V4fVLh3fkrEPaUexVtm0v4JaPFpCUnkfPhGjGndGbqLAgPF548acVTJpXtprtraO7c3y/eDxe5cNp63hn6lq/Y6wxgS/ua12NVkhE5ETgIlU9yXd8B3CJqnb2HY8BLsMZp/YF0AnwAJNUtdIOkVV8c0IOOZ78H99Hc7IIO+FyijcsRzPKhrp50zaRN/F18BQR1H0gIQNHUvDHF2jedvK/exO8HggKIfzkq/BsWI7mOTeogj++wptW3aWXhZAuAyj493e0II+wg47Gk5aE5maVptD8XAqW/0Nw6+47vUJw+wPxZlQculeUuAxvxlYQF6F9huOKbYV32ya/owxv042clfPxFuUT1W0QRZmpeMtVwEKaJqDFxWQv+ZvgJi0IS+hM7tpFhDRNACB76UwkKJjIzv3YvmwWAGEtO6BFRWQvmeF8Eu5gv+MDIeiAIRT98x2al0PI4afg3bIeLan8AORtp2jB7wR16lMxZ5MWuJq0pHCq8yU/5LATcTWNx5uWTPCBR1D071Q0YyvBg47DFdcGb8pGqkyEiJGns/3TF/BmZxB14W0UrfwPb9rm0iSeLRvJevdxKC4ipN/hhA8/iZxv38ad0IGg1h3JenscAFHn3kRQ2y4Ub1jJ9glvQWE+AJEnX0pw94MoWjq36vHVNAEaVg/JjjYDBwQ6CGPKC1RZ6xK47ZguXPPJQrZmFfDeRf35a2Uqa1NzS9P8uHgLX893ysvDuzTlhhGduf6zfyko9vLa1HV0ioukY1xkafrG4UFcd2Qnzn9nLhm5Rdw3ujsD28cwe12GXzEKMLJbHJ/OTya7oJgLB7RmZUoOablFFdIt3bqdn1dU/jJc7FHemZ1Y6XxSZj6r05I5u1+8X3GV5/F4eOnh//HIG1/QrGU8158xkoOHH0O7Tt3K3m/9Gj578zme+uA7ohrHkJHmlP1L5s9iyfxZvPz1HwDccv5o/pv9N70HHcZLX/1emv/a04/isKOO9ys+ETh/YAJP/LaGbblFPDCqC/MSM0nOKqiQLizIxcjuzViVWrmR9qz+8fybnF16vDm7gHt+WFF6/edO7smcxEy/4gPnd/Hhsb0556UZbMrIY9KtR/Dzf5tZuXl7aZrFiZkc/+Sf5Bd5OHdIe+48qSdXvzOXvEIPN34wn3UpObSIDmXybUOZunQrWXnFjD24DfFNwhn+8G+oQtNGIX7HWFNqb0573VLTTZt/A4PLHR8CZPmWzgQ41JcGYLyqdgf6AYeJyLHVeWNXswS8WdvQ7HTwevCsWURQ24pf7L2b14HHuSl5t25EIn17vXg9zgPA7Xb+WmqYKzoWzctG83NAvRRv3YDb9yW+hBbkoDk7/wOVRk2QkDA86WVfbPF6nMoIgHrxZm9DQsL9jtEd2RhvQR7ewjxQpTB9C8GN4yqkCY6Jo9BX4SlK30pQVKyTNzyS4mynlV+Li9DiYtwRzucb0jSe/C1lLQzqqVgwVIXENEdzstDcbFAvnqTVuFq0r5BG87LR7G2V/4IVcLmdOQ8uN4gLLciF0AgICkZ9n6UncQWulh38is/dqj3e9BS8mWng9VC0ZC4hXXpXSFO8YSX4etw8yWtxRcWUxRcUDO4g5+Fy483xVVh9lRFcLue1OtA7UkJcrio/6ioReV5EXvA9XgamA3P2lM+YfSwgZW2v+GgS0/NIzsin2Kv8tGQrR3RpViFNTqGn9Hl4sLt0qEl+kZeFiZkUFFfsWYiPCWdjeh4ZvgrDrHXpDO9WsdypilbRoaTnFpGZX4xXYcnW7XQpVwHy15bthWTmF1f7OgAr/ptHfNsOtGrTnuDgEIYeezIzf5tSIc2ULz9gzJkXE9U4BoCYps5nIiIUFhZQXFRIUWEBnqLi0tdKJK5bTUZaKgf0H4w/OjWNYGt2ISnbC/F4lZnrMzioTeNK6U7t05LJi7dS5KlYHh3UOprU7YUkZebv9Pq9WjRi6/ZC0nL8/y7Qt10T1qXmsCEtlyKPMmluEiMPbFkhzYyVaeQXOb+P89dto1WM8/1obUoO61KcStSWrAJStxcQ2ygUgPMOb8+zP6woLWLTfL1lgabq36M+8buHRETaA1OAucBBwGLgfJybYmdVXYWz6cpXODfHCb7/362qucDvAKpaKCLzcJYb85tERlf4Mq85mbjidn3JoK4H4Uks6zKWyGjCjj4HiY6lcPbPpb0jAKGHn4SqF8+6pRQt9G9uq4SEO19+S+IryMMVHbvX+UM69aNw6QxcTVruPIE7GHfTBIqTVvgVH4ArONQZfuXjLconKKLxbtIo6ilG3MF4crcT3DiOom1bcIWEEhQRhSskDK/vZw5r1YmgqCZ4C/LI27gcLfbvj1zCI9H8shYQzd+Oq0mLvcqrGVvwpiURevT5AHjWLUa3ZyCN49C8shYezd+OhPlXgLmiYvBml/XWeLMzcMe332X6kN6HUrTG2RTVk7yW4vUraHzNIwhC/rypeNPKFnhqdPrVuOPbU7x6MUXL5/sVX21oYHNIylc+ioEPVfXvXSU2prbVpbI2LiqULeVaybdmF9ArPrpSutP6x3P2oDYEu4WrPlq422smpufRNjaCVo3D2JpVwNCuzQh2+39PiQoNKh2KBZBdUEx8dFildN3iImkTE8a23CJ+XZlKdoHzxTXIJVwwIAGvwsz16aws1/tTU1K3biauZVmDZLMWrVj+37wKaZLWrwbg5nOPx+P1cu5VtzJgyJH06DuQ3gMP45zhB6KqjDnrEtp26loh79QfvuGIUSf6vWltk/Bg0nLLyuhtuUV0ahpRIU27JuHERgSzMDmb43o2Lz0fGuRidM/mPP7bGo7rsfOK5eD2TZi5Ln2nr+2tljFhJKeXDRHblJFP3/ZNdpn+jEPa8fuSygsm9mkXQ7DbxXpfL0+7ZpGMOSieUX1akba9gPu+XFRaeQkcrbU5JHVJdYdsdcPpJp4uIm8DV+G0KB4qIm5gJTATOEZEvgP64CwzVkpEYoAxwHM7ewMRuRy4HKBt27bVDNfh7tQbV7N48r9/p/Sc5mSRN+EVJDyK0KPOpHjtYsjPoWDqV05rfFAIYSPOQHP6ULxq9zfYmhYU3wXPtmS0MG8XKYTQnodQnLTC6YEJgMK0ZFxhkUR1H4S3MJ/inExf9VxwhYThyckkP2kloc3bEp7Qhdz1i/d5jBIRjTRqQsEvHwAQMng0ktISPJ495KwdIb0GEtSyLdkfPwuAKyYOd9OWZL50NwBRZ15DcetOFCc6BdP2z18CdxCRJ1xIULtuFK9bFpC4KxCBhjWH5P1Ax2DMTtSrsvbLucl8OTeZY3o25+LD2vHAd7u+V2XnF/P4lBWMO6knqsq/SVm0jvG/p39vrEzNYcmWbDwKfeOjGd2zBZ/4hpm9/Pd6thd6aBwWxNn94knJSSYjr2Z6RqrCU+whaf0aHn9nAqlbkrn1ghN55ZupZGWksXHNSj74dQEAd142lkVzZ1boDZn6wwRuffSlWotNgLP7x/PGDvOHAE4+sAVTlqVU6gkr4XYJ/RKi+XyB/0PLq+rkAa3p3aYxpz9f8XtH8+hQnj3vIG76cH5pb0JIkIuCYi+jn/yTUX1aMf6cvpz2rP9zSmtMw6+PVLtCslFVS/6lPgSuAybjtM64gRnALOBenO7iZapa2gQvIkHAJ8DzqrrTWWy+Le5fBxgwYMAu/0k0JwuJLGvNl8jGTkViB674joT0OYK8798pG6ZV/jp52XjTt+Ju2Q7PuiVl1ygupHj1f7iaJYAfFRItzENCy1oYJDQcLdhVBWOHmKOb4mocR1B8F8Qd5HwB9BSXTmAP6ToQb+72avWOAHiLCnCFlLUkuYLD8BYV7DSNp6gAEMQdVDoEKz9pBSX/uI26DsBTkIt6ilCPp3QSe2H6Fho19X8MrublIGGNSo8lrFGF3o3dcbXsgDdjC3icwsWzdSOuJi3xJK5Awst6RCSskd8VO292Bq6oslYaV1QMmp1RKV1Qu26EHTKK7I+fKY0nuGsfipPXgu8zL1qzBHdCh9IKiRN0MUUr/yW4S++6USExxuwLdaKsTckuoEV0aOlx86hQUrILdpYUgJ+WbOV/o7ru8vUS01alMW1VGgAn9W2F1+v/t6/sgmKiQsu+2uzYYwKQX+7L8sLkLIZ1LhutsN035Cwzv5gNGXm0aBRa4xWSZs1bkrK5bP+51C2baNq8VcU0LVrRrXd/goKDadm6HQntO5G0fg3/zZ5O9z79CY9wysEBQ0awdOHs0grJmmWL8HqK6dKr4hzKqkjPK6JpRNncidiIYNLzyoZXhQW7aN04jDuO6gw484BuGNqBZ6eupVOzCAa2jeGMfvFEhLhRVYo8Xn5Z4fz79omPYl16HlnVHP62OSOf+CZlFddWMWFsyaj8nWpIt2Zcc0wXTn9uOoXl/t0bhQXxzpUH8+R3S5lfrrdmU0YeUxY6laUpCzcx/py+1YrT7L3qNm3ubJT+dJyb5KHADFXNxtlIZRhlY1pLvA6sVNVnqxkH3tRkXI1jkUYx4HLj7ngAxRsqfmFzxbYk9NAx5P/ycYWVsiQi2hmXDxAShrtFW7yZqc4X/5JKhLhwt+mKN92/1aG8WduQ8ChnKJC4CGreFk/ajhti7lzhspnk/zOJ/H8mUbh6AcVb1pZWRoLbHwhBwRStnreHq+yZJycLV2i4UykRIaRJC4oyd5hEn5FCSKxz4wxu0pzikuFJ4irdjyIoKhZUSyfDF2WmlK6wFRwVi6cavTiauRWJbIyERzn/Jgmd8G5Zt3d587bjio0vbdV3NW3lzDkqyIXiIiTG6XZ2t+6619fckWfTelyxzXE1bgouN8E9+1O46r8KadwtWhMx6iy2f/Uqmls2/MybtY2gtl1KP8ugNl2cyfDBoWXzncRFcKcDKgzlCjRxSZUfxpgqqRNl7ZLkbNo0CSe+cRhBLmFkz+b8tbLixPA25b4kHta5KRvT99zw1iTCWegkKiyI0/on8O1C/1vPN2UXEBsRTOOwIFwCPZs3qjTpOjLEXfq8S7PI0rkMoUEuSkaLhQe7SGgcRmpOzc8h6HpAP5I3rGFz4nqKigqZ+sM3DB5+TIU0h4w4jn9nO3XQzPQ0ktatplWbdsS1as1/c/7GU1xMcVER/82ZQZuOZZW+P374hqHHnlyt+Nak5dIiKoRmkSG4XcLgdjHMLzcBPa/Iy9VfLebmb5dy87dLWZ2ay7NT17J2Wx7jfl5dev6nZSlMWry1tDICMLhdTLWHawEs3JBBh7hI2jSNINgtjOmfwM//VSwXe7WO5tEz+nDJ67MqzAUJdgtvXDqQr2cl8v0OPTU//buZQ7o0dWLt3JS1W7dTF6ifj/qkuj0kbUXkEFWdgbO74zRgKRAPDMHpVgZnHf8rgdtKMorIw0Bj4NJqxuBQL4UzvifsmPNAXBSvnI9mpBDcbzje1GQ8G5cTMmgkEhxC6PDTnSw5mRT88gkS04ywQcfgDDCCokV/o+lbISiYsGPOcybhigtP8hqKV/i7spFSuGouoQcOdeLbvAbNzSK4/QF4s7fhSUvGFRVLSK8hSFAI7qbxaPsDyZ/zwy6vKCHhBLfrhTcnk7D+zs2sKGklns3+Lpmo5G1cTmTnfiBCYVoy3vwcwlp1pDg3i+LMVArTkolo34uonof6lv1dBIArOMTJB3gL88kpNyQrL3kVke16IUFBeIuKqjdcS5XixdMIPvh4Z9nfjcvR7ekEdR2ANzMF75b1SOM4QgYcA8GhuFq0Q7sOoHDq53g3rcHVLIGQI04HFG/KRrxbnWWNi/77y7fsr9t3vnJX9N7F5yX3p89pdMbVIC4K/52BN3UTYYcfj2fTBopW/Uf48JORkFAiT3J+9b1Z28j56jWKls8nuF03oi+5C1CK1iyhaNUiJCKKRqddCe4gRISiDSsomP+X/59hTavDk9T9JSKNAFS1bpRGZn9XJ8pajypP/rSS58/sjcslTFq4iTWpuVx+RHuWbsrmr5VpjB2QwKD2TSj2Kln5RTwwqWx5+wlXDSYy1E2w28XQrs247tOFrE3N5aajO9OlhdPi/9a09WzYtnejB3ZGFX5akcoZfVshIvybnEVqThGHd2jCpuwCVqXmMqB1Yzo3i0RVySv2Mnmp09DYLCKYY7rHUfJlYOb6jNLVufq3bszBbWNoFOLm4kFtWJOWyw/L/Nuw2h0UxP/d+Rh3X3EGHo+HkSefTbvO3Xn/xcfo2qsvg4ePov9hw5n39+9cfsIQ3G43l9x8H9ExsQwZOYaFs/7i/04eCiIMGDKcwcPKKjN//fgtD778id+fH4BX4f05Sdx2ZEdE4M/V20jKLOCU3i1Ym5bH/KSsPV9kJ0LcLg5oFcU7syqvYlZVHq9yzxf/8cFVg3GL8NnMDazYnM1Nx3Xjvw0Z/LxoC3ed1IuI0CBeuXgAAMnpeVzy+ixG90tgUOemxESGcNrBbQC4+cP5LEnK4uWfV/LcBf25dHgncgqKue2TfTtEf6fq4QR1f4i/Gy6Wm2g3B+gPLAHOU9VcEZkMNFbVIb60FwLvAPGquklEWgMbgWVASX/vi6r65u7ec8CAATpnzhxy3r7Pr5hrU+TFD5Q+z536aQAj2bWIoWeWPs+Y90sAI9m1mIOOKn2e/92rAYxk58JGX1n6PP2xqwMYya41uf0l+rVuzvzErbXeFXFQ25Y69eZzqpwv+oan56rqgFoIqVpEpBPwAWUTf5OBc1R19a5zGVN7AlnWDnrkj1r4iapn1p3DSp8/9lvd/LO8/chOpc+nLPav0lKbRvUqm2x+/h4WHQiU988pG3LW9tqJAYxk1za8cAIhzTtTuHVVrZa1PQ7sp+9P/MOvvIM6xtTJsnZnqttDUqyq5+54UlWP3+H4XeDdcseJOJ0Rxpj6rmH1kLwOPK6q3wKIyAnAq8DRAY3K7O+srDVmf7Yf9JA0qJ3ajTH7XgObE9KspDICoKoTReTBQAZkjDFm/1Yf6iMi0m53r6vq+t297neFRFXXYTsYG7N/a2DL/gKFIhKiqoUAIhKCsx+JMQFhZa0xpp7MIZmE0yMbhLNUeclk3LbAcqDH7jI3qG8SxpgAcEnVH3XXWJxlVEu4fOeMMcaYgFA//9unMar2VtUDcfZAOkRV26tqe5yVAPe4IpQN2TLGVIs0oB4SVV0nIieLyOG+U9NU9euABmWMMWb/Vj96SEoMUNV/Sg5UdaZvQ9fdsgqJMcZ/Ql3v8agSEXkCOBD4zHfqCt9yq7cGMCxjjDH7sfpVH2GxiLwBfOw7PhdYtKdMViExxpgyxwJ9VLVkS993ReQ/wCokxhhjzJ6dB/wfcA1Os+U04OU9ZbIKiTGmGsTZOLTh8AJNgRQAEWnuO2eMMcbscwp468msdgBVzQee8T32mlVIjDHVIw1nyBbwEDBLRP7CKQeGYb0jxhhjAqj+VEf8ZxUSY4z/hAa1MaKqfikifwKDfKduU9UtgYzJGGPMfkzrzbK/1WIVEmNMNUiD6iERkaG+p9m+/3cXke6qOjVQMRljjNmf7fslfGuaiHRT1eW7S2MVEmNMtTSwOSQ3l3seidNTMh84IjDhGGOM2Z85c0gCHUXViUhH4HTfowg4eHfprUJijPGf0KB2alfVE8ofi0hb4IUAhWOMMcbUqx4SEbkZOANnk+HPgJNVdf2e8lmFxBhTDXV+5/VqUdUNItJNRNyq6gl0PMYYY/Y/9WwOyRPAR8BDqrpybzNZhcQY4zehYe3UXm4OSXlXWGXEGGNMoNSnHhKgA84wrY/F+YLwGfDZnnpJROtRtWvAgAE6Z86cQIdhTJ3Xu3kT/t2aXutdF/07tdbpj1xX5XzhZ/5vrqoOqIWQqkVEJpY7LJ1Doqo2h8TsN6ysNWbvuKJb481KrNWytusBffWlL37xK+/InnEBLWtFpBPO8K0zVbX37tI2nKZNY0yDISKjRGS5iKwSkdt38vpNIrJERP4VkV9FpF1NvK+qnlDuMQLoBaTXxLWNMcaY/YGINBaRUFVdraqP7KkyAlYhMcZUiziT2qv62N0VRdzAS8CxQE/gLBHpuUOy+cAA303uS5wxqzVOVTcA3XwxGWOMMfuc+vlfIIjIg8AyYL2InCoiMSJyz57y1cs5JF/OrHvDuU8bXPZ9Ze6wQwMYya71/+Pv0ufPTaqbQ/WuH1PW8/nvcTsbzh9Yvb8v245i49WnBTCSXWvz0pf79g1rfh+SQcAqVV3jXF4+BU4ElpQkUNXfy6WfCZxbE28sIgJcChyDs9riT0APrU9jW42pITdPXBboECp56oTupc/DD6nUeVon5M14rPR5/4d+303KwJh7z/DS5+GH3RXASHYtb/q40ufhR9dKe1O15f182z57r3pWAp0NtAeaAl+r6lciMhp4aHeZrIfEGFM9LlfVH9BMROaUe1xe7ooJwMZyx4m+c7tyCfBDDf00DwPHAa8BBwJxwOM1dG1jjDGmanw7tfvzCJBNQLCqJgMRvnPhe8pUL3tIjDF1hIi/+5Ck1sREOxE5FxgA1FR32hjgIFUtFpE8VX1ERP6poWsbY4wxVaKAt36tsrUCmCEiXwJNROR94O895LEKiTGmmmp+H5IkoE2549a+cxWIyFHAXcBQVS2oofcWVS0u9x4hQGgNXdsYY4ypsno2ZGu97wHOxsKLVXXynjJZhcQYUz01vw/JbKCLiHTAqYiciTMmtewtRfrhDKsapapba/C9t4pIF99mTtHAdJwJ9sYYY0wABG6Cuj9U9UF/8lmFxBhTPTU8qd03XOoa4EfADbytqot9K3fMUdWJwJNAI+ALZx46G1T1hBp4+5OAkh6SK4CVe9rMyRhjjKlN9amHRETextk3eadU9aKdnbcKiTHGfyIlk9RrlKp+D3y/w7l7yz0/qsbf1BEL4KvkrPQ9L93jxConxhhj9qV6OIfkO38yWYXEGFM9Nb/sbyBN2s1rgrPyljHGGLPP1KceElX92p98ViExxhifvdlN1hhjjDE7JyJDgHuBDjj1DMVZMKbD7vJZhcQYUz01P6k9YESkM3AVkAk8AxQBzW2oljHGmECpRx0kAG8B1wFzAe/eZmo43ySMMfteyRySqm+MWFd9hbMpYyTwIuABPghoRMYYY/ZrqurXI0AyVfVHVU1V1W0ljz1lsh4SY0z1NKw5JF5VfQZARP5V1UIRidhTJmOMMaY2OJPa65U/RORpnAa+/JKTqjp3d5msQmKMqZ4GNGQLmCIiFwHvAx7fEC5jjDEmMJRA9nb4Y4Dv/33LnRNg+O4yWYXEGFMN0tB6SK7GGa71GlAIfAJcE9CIjDHG7NfqU3VEVY/0J1+DqpCoKu88cyPz/v6B0LAIrr7nLTp2O6hSuo9fvZs/f/iQ7dnpfPhbZun5n75+jSlfvYLL7SYsPJIrbn+VNh16lr6esnkDN559IKdfci8nnHNzleOLHnQwba65AdxuUidPYsvHOx+aHnPEMDo9+AhLr7iY3OXLcEdH0+mBcUR070HalO/Z+NzTpWnjL7mCpseMwh0VxYJjq781g6ry9RvXs3TODwSHRnD2De/QplPFz7CwIJd3Hz+d1E2rcbnc9Bo0mjEXPAZAcVEBHz5zAYmr5hIR3ZQLbv2Upi3al+ZNT9nAo1f3YtRZ93HkybdUOb5G/QeRcMW14HKx7cfJpHzxcYXXY487gaajTwaPB29+HonPj6dg43okKIiEa28hvEs38HpJfu0Fcv5bAIAEBRH/fzfQqHdf1Otl8/tvkjX9zyrHViKsZ19iTrsIXC5ypv9K9s8TKrweOWQkjY44BtSLFuSz7ePXKN6cSEi7zjQ5+wpfKiHr+8/JWzjL+bmHj6bRYSNAlcLkDWz74CUoLvI7xhoj1PU5IVWiqtGBjsGYuqxbXCQnHdgclwj/rM/gt1UVh4YPbNOY0T3jyMx39hedvjadfzY45eyANtEc1aUZAL+sTGXOxqwKeS8elEBsRAjj/1hbrRiPHtyV8TeMwe0W3p04m/EfTK3wekiwm7fuPZ1+3RPYlpnLuXd/wobN6Qzo2ZoX/3cK4OxFNO6tX5g4dTGhIUH88soVhAQHEeR28c3v//Hwm79UK8ZDOsVyyzFdcAtMmL+Jd//eUOH1Uw+K5/SBCXi8Sl6hh4cnL2dtai4AFx3WlhP7tsKjMH7KSmascf4Nzj64NSf1i0dVWbU1hwcmLqPQ499gn6MP7sL4G47H7XLx7qQ5jP+wYpkYEuzmrXtOo18332d476ds2JxR+nqbFo2Z9+H1jHv7N579ZBoAr95xCsce1o2U9BwGnPe8X3FViHFAB8ZfNQK3S3j3h38Z/9k/lWO87Xj6dWnBtqw8zh03kQ1bsjjzyJ7ccPrA0nQHdmjOIVe9x7+rt3La0O7cdvZg3C4XP/yzmrvfnLrj2wZEfeohEZEw4B7gGJy61E/AOFXN3V2+Gv0mISInisiEcsd3iMiqcsdjRGSi7/kUEVkoIotF5FURcVf3/efP+IFNG1fywhfLuOL2V3jjiat3mm7AkNE8+taMSueHHHMWT3+0gPHvz+XEc2/lvecqfmF+7/lb6Dd4lH/BuVy0vf4WVv7vZpZccDaxRx5FWLv2lZOFR9D81NPZvmRR6TktLCTp7TdIfOXFSukzZ0xj6ZWX+hfTTiyd+wMpyau467UVnHH1a3zxylU7TTf8pJu585Wl3PLsPNYu/Zslc38AYObPbxHRKIa7X1/JsBNuYNJ7t1fIN+Gtm+lx0LH+BedykXDVDay99zZWXHkBMUNHENqmXYUkGb//wsqrLmLltZeS8uUnxF/m/A7EjhoNwMqrLmLNXTfT6tKrSlv2m59xHsWZ6Sy/7FxWXHkBOf8t9C8+AHHR5PRLSXlpHJsfupGIAUMIatm6QpLcOX+x5ZGb2fLorWT9/C0xp14AQFHyBrY8/j+2PHorKS89TJOzrgCXC3fjWKKGHcuWx//H5nE3IS4XEQMO8z/GGqSAilT5UVeJSJCIHCQiQ8s9ZojIsPIbJBoTSIEqawU4pXcL3piZyBO/raFfQjQtGoVUSrcgOZunp67j6anrSisj4cEuRnZtxnN/reO5v9YxsmszwoPLvoIc2KoRBcXVHynvcgnP3nwiJ970Dv3OeoaxR/ele/vmFdJcOGYg6dl5HDB2PC98Oo1xVzvl+uLVWzjs4hcZfMHznHjj27xw28m43S4KCosZdc0bHHz+cxx8/nOMHNyVQb3a+B+jwO2junLdxws57ZVZHHNACzo0qzhVbcqiLZzx2mzOfmMO783YwE1HO6NHOzSLYGSvFox9dRbXfryQ24/tiksgLiqEMwe25rw353DGa7Nxu4RjejXf2dvvOT6X8OzNYzjx5vfod85zjD2qN93bx1VIc+HoAaRn53PAGU/zwmfTGXfVMRVef/za4/hp5ooK5z74fh4n3vSeXzHtNMZrj+LEO7+g36VvMXZ4D7q3bVoxxlEHkr49nwMufIMXvp7DuEuHAfDpb0sYfOV7DL7yPS55bDLrNmfw7+qtxEaF8cjlwzjuts/of9nbtGgSybB+bWsk3uoomUPizyNAngWigbOAUGAx8MKeMtV00+bfwOByx4cAWSJS8ldxqC8NwOmq2gc4AIgDxlb3zWf/OYmhx56HiND1gMHkbM8kPXVTpXRdDxhMk2atKp2PiCxrHC3IyynZrRmAWVO/pXmr9rTp2LNSvr0R2b0n+UmJFG5KRouLSf/tF2IOO7xSuvhLLmPzJx+ihYWl57z5+eT892+FcyVyliymeFuaXzHtzH//fMvA4c5n2L77YPJyMsjcVvEzDAmNoEtvZyhgUHAIrTv1IzM10Zd/IgOPdL5g9znsNFYu/LW0Zv/vzAnEtmhPy7b+fYYRXXtQmJxE4eZNaHExGX/+RvQhQyqk8eaVVcBdYeGl3ZyhbduzfeE8ADyZGXhytju9JUCTkcex9bOPnISqeLIy8VdI+84UpWzGk7YVPMXkzp1OeO+BFdJofl5ZjCGhpX2xWlQIXucWIsEhFXdCcrudcy4XEhyKJyPd7xhrljhzSKr6qLt+BJ4Cbi736O77/6EBjMuY8gJS1rZtEkZaTiHbcovwKMxPyqJXy0Z7lbd780hWpOSQV+Qlr8jLipQcujePBCDELQztGMsvK6pflg3s2YbViWmsS95GUbGHL35ZyOgjKpY5ow/vyUffO+XB178vYtgA58t+XkERHl+PQmhIEFpuoExOnlP+Bge5CQpyV2ujul7x0WxMzyMpI59ir/LT4i0M69asQpqcQk/p8/Bgd2kkw7o146fFWyjyKMkZ+WxMz6NXvPPdxe0SQoNcuEUIC3KRsr3Ar/gG9mjN6sRtrEtOdz7DX/9l9OE9KqQZfXiPss/wj8UM69+p9LUxh/dg3aZ0lqzdWiHP9IXr2Ja120byvY+xWytWJ2ewbnMmRcVevvhjKaMPrTjlb/ShXfjoJ6dx9+s/l++0cnH6kT344o9lAHRoFcOqpHRSM50y+rf56zhpSLcaibd6/FthK4C9Koeq6rWquhLwqOrHQK89ZfL7m4GItBeRZSLykYgsFZEvgRycm2LJb0UCziz7koL8UGA6gKqW9NUGASHUwBC5bSlJNG1R1hrdNC6BbSlJVbrGlC9f5prTuvLhS7dz8U3PApCXu50JHz7B2Evu9Tu24Lg4ilK2lB4XpqQQHFexxSG8S1dC4pqTNfPvHbPvM5lpyTSJK2v5iWnamsy0XX+GudszWDzrO7r0GeHLn0STZk5+tzuIsMjG5GSnUZC3nV+/eoJRZ97nd2zBTZtRlFp2gytKTSG4abNK6ZqOPolub31My4uvJPnV5wDIX7Oa6IMPA5eb4BYtiejcleC45rgincK05fmX0OX5N2h7xwMExTTxO0Z3TCye9NTSY09GGu6Y2ErpGh0xilb3v0jjk88j44u3Ss+HtO9Cy7ufoeVdT5H+6evg9eLJ3Eb2LxNp9fArxD/yBt78XAqWVaMXp6Y1rApJrKoOV9UTSh7AWlUdo6qfBDo4s/+pS2Vt47BgMvKKS48z84tpHB5cKV3vVlHcPKw95w+IJyYsaKd5M/KLaRzm5B3VPY4/Vm+j0FP9L1DxcdEkbi1rVEramklCXHTlNFsyAPB4vGRtz6dpY6eHYmDPNsz96EbmfHgD1z0xobSC4nIJM9+7jg3f381vs1Yye8lGv2NsHh3KlqzSxYfYklVAXFRopXRjByTw7dWDuW5EJ578cSUAcVGhbM4qKJc3n+bRoaRkF/LhzI1Mvv4QfrzxULYXFDNzjX8NV5U/wywS4hrvMo3H4yUrx/kMI8NDuPncIxj39m9+vfdex9isEYkp2WUxpmaT0CyqYpqmjUhMcX79PV4lK6eAptHhFdKcNrQ7n/++FIDVyel0bR1L2xbRuF3CCYd2oXVcxWsGiqp/jwCpUMiLSGOg8o1id5n80A14WVV7AFk4G4pNBw4VkW7ASmCm7zgI6APMLhfkj8BWIBv4cmdvICKXi8gcEZmTkpJSzXD3bNRpV/Hilys456pH+eqdRwD44s0HGH3GDYRH7F1LkF9EaHP1dSS+ssderTrD4ynm/fFnc/joa2nWsuNu00755H6GnXgDoeG1+Bn6pH03geWXnM3md16j+ZnnA7Dtp+8pSt1Kl+deI/7ya8lZuhi8XsTtJiSuOblLFrHyusvIXbbYGc5Vy7b/OYVN919D5oQPiR51Wun5wnUr2fzwjWx5/HaiRp4MQcFIeCThvQey6d6rSb7zciQklIiBlXvXTI14dyfnamaMgTH+qzdl7eLN2Tz8y2qe+mMdK1JyObNf5dEI5cVHh9IsMphFm7f7/Z41afaSjfQ/5xmGXPwit54/jNAQp0Ll9SqDL3iezic+yoCebejZsUWtx/LFnCROfGkmL/y2mkuH7H7EaFRYEEO7NmPMCzMZ9ezfhIe4OfbA2o9xR3dffCQvfDa9tEepLhvYvRW5BcUsWec0ImZsL+C653/iw7tO4Ndnzmb9liy83vozd6MOWSMifX3PY4BZwP17ylTdSe0bVXW67/mHODszTsZpnXEDM3yB3Av0A5apavk1iY/xTX75CDgS+HnHN1DV14HXAQYMGFDpN2PKly/zy0SnhblzjwGkbUksfS0tJYnYuAS/frDDjj6DN5505h+sXDKLmb9/zYcv3U7O9gxEXASHhHHs2J3PUdmZopQUguPKbg4hcXEUlbvpuyIiCO/Qka7PvgRAcGwsncY9zuq7/kfu8mV+/Qx766/JLzHjpzcBaNtlAOkpZS0/GWmJNG6688/wsxcvJy6+M8NOvKH0XOOmCaSnbiSmWWs8nmLyczKJjGrK+hWzWPD3V0x893/k5WTgEhfBwWEcPnrvFzAqSksluFnZmNjgZnEUpaXuMn3G1F9JuPpGEgG8Hja98VLpa53Gv0RB4kY8WZl48/PI/NuZsJf51+/Ejjxur2PakSdjG+4mZb027pimeDJ2vR9Q7tzpNDnzskpb7xVvSUIL8gmOb0tQ0+YUp23Fu91p6clb8A+hHbuRO/svv+OsSXV5TogfFojI0B3PAYhI/z2to25MLQl4WQuQmV9ETHjZ14bGYUFk5lVcXCO3qGzk+j/rMxjdM640b6emZfMkYsKCWJ2WS7vYcFrHhHHXUZ1wCTQKDeL/Dm3LKztM8t5bySlZtG5e1pqf0LwxSSlZldO0iCEpJQu320V0ozDSMisOJVq+PoXtuYX06tiCecvKRglkbs9n6rw1jBzclSVrtuCPrVkFtIgOKz1uER1KSvauh1f9uGgrdxzbDVhGSnYBLaNDy+UNY2tWAQd3aEJSRh4Zuc6/x2/LUujTujE//Ff1GCt/htEkpWTuNE3pZxjpfIYDe7Xh5OEHMO6qUTRuFIZXlfzCYl79amaV49htjKnbK/ReJDSLIik1u2KatO20josmKXU7bpcQHRlKWlbZkOmxw3qU9o6U+H7mar6fuRqAi4/rU9pDFmj1qVrkG1lQYhSwQVXzdpW+RHUrJDt+RorTanMtzk3yDVXN9t0Ih1E2prUsg2q+iHwLnMhObpJ7Muq0qxh1mtOiPXf6ZKZ8+TKHHX0GKxf/Q0Rk9E7niuzKpo0radWmCwDzpk8uff7Qq2WrLHz+5gOEhTeqUmUEIGf5UsJatyakZSuKUlNocuRRrH34/tLXvTk5LDyx7Itw12dfJPGVF2u9MgJw+PFXc/jxzs+zePZk/pr8EgcdcSbrl/9DeERjGsdW/gwnf3g3+blZnHntmxXOHzBoDLN/e48O3Q9h4fQv6dL7SESE6x4rW6Hjh4/vJzS8UZUqIwC5K5YREt+a4BYtKU5LJeaII9nwxEMV0oTEJ1CY7BQeUQMPoSDZqaBKaCggaEE+jfoNQL0eCjauByDrn7+J7N2XnIXzadS3P/kb1lcprvIK168iuHkr3E2b48nYRkT/w0h799kKaYLiWlKcshmAsF4HUbzVee5u2twZ7uX14o5tRnCLBDxpWxGXi9AOXZHgELSokLBuB1K4YbXfMdYokbo+BKuqdrZ8ngBTgfMAq5CYQAh4WQuwMSOfZpEhxEYEk5lXRL+EaD6cl1whTVSom+wCZ/5Dr5aN2JrttJQv25rDsd3jSieyd42LZPLSFPKKvMxYlwFAk/BgLjm4td+VEYA5SxPp3KYp7Vo1ITkli7FH9eHC+yqOtpw8bQnnHHcQ/yzawCnDD2DqXOd+2q5VExK3ZuLxeGnbMoZu7eJYvymdZjGRFBV7yNyeT1hoECMGduapD/1ffWlJcjZtYsOJj3EqEyN7teCubxZXSNMmNpyN25zvcEO6NGXDNqfCNHVFKuNO7sWHMzcSFxVKm9hwFidnoRrNga0bExbkIr/Yy6D2TViyKbvSe++NOcuS6Ny63Gc4ojcXPvB5hTSTpy11PsPFGzllWC+mzl0DwFFXvVGa5q6LjyQnr7DGKyMAc5ZvonNCE9q1bExyajZjh/XgwkcnVYxxxirOGXkA/yxN5pQjujF1QdnvlQicOrQbI26suFJnXEwEKRm5xDQK5fIT+nLuQxNrPPaqUsBbv1bZ+h/wuaquBQ4CrhaRV1V1ye7yVbdC0lZEDlHVGcDZwDRgKRAPDMHpVganhfFK4DZfsI2AKFXd5OtePh6odnPvQYcex/y/p3Dt2G6EhEZw9d1lX5ZvOb8/4993vkt88OL/mPbTpxTm53LFCe0YccLFnH7pffzw5cv8N/tX3EHBNIqK4Zp73q5uSGU8HjY89zRdnnwGcblJ/eE78tetpdVFl5K7fBmZf0/bbfYDPv0Kd0QkEhxEzJAjWHnLDeSvX0fCFVcRe9RIXKFhHPjFBFInT2LTu2/t9lq703PAcSyd+z0PX9GFkNAIzrqu7DN44vp+3PbcfDJSE/n580do3ro742/sDziVmkNGXsrgoy/hw6fP5+HLuxARFcv5t9bgsHuvh+RXnqXjw+PB5SL9p+8p2LCOFudeTN7KZWT98zfNxpxCo7790eJiPNu3s/GpRwEIatyEjg8/iXqVorQUNo4fV3rZTe+8Rptb7sJ9+bUUZ2aQ+Mxj1YjRS/rnbxJ39d2Iy8X2Gb9RvCmR6OPPoHDDavL/m0OjoccS1r036inGm5tD2gfOML3QTt2JHnky6ikGr5L+2Rt4c7IpzMkmd/4MWtz+JHg9FCauZft0v75P1I4G1EOyQ8vOjq/dsA9DMaa8OlHWehW+/m8Llw9ugwjM2pDJluxCjunWjMSMfBZv2c7hHWPp1aIRXlVyizx8usBZFCWvyMsvK9K44Yj2APy8Io28oppvffZ4vNz41EQmPXsxbpeL976bw9K1W7nnsqOZtzSRydOW8u6kObx93+ks+uIW0rPyOO8ep5w6tE97bjlvGEXFHryqXD9+AmmZuRzQqSVv3Hs6bpfgEuGr3/7jh+n+NxZ6VHliygpePLsPbhG+XbiJNSm5XDm0A0s2ZfHnijTOGJDAoI6xFHu8ZOcXc99EpyV/TUouPy/ZypdXHkyxKo//sAKvwqLkLH5dupWPLhtAsVdZvnk7X+9QWazSZ/jMJCY9fSFut/Ded/Ocz/DSEcxblsTkact497u5vH3PaSz67CbnM7zv0z1e9737T+fwfh1pFhPBqm9u46G3fuW97/xr4/F4lRtf/IVJj47F7RLe+/E/lq5P454LhjBvxWYmz1jFuz/8y9u3H8+idy8jPTuf88aVVS6GHNiGxJRs1m2u2PMz/qoRHNjR6dV79MO/WZVUNxaQqT/VEQDOU9XHRaQDcBcwDngHOHh3mcTfWfgi0h6YAswB+gNLfEHkishkoLGqDvGlvdAXTLzvxtgC+A5nOTAX8Dtwo6oWV3qjcgYMGKBz5szhy5me3SULiNMGl62kOHdY3VyMp/8fZY1mz02qm7/e148p+3L773E7jpwJvN7fl7WKbbz6tN2kDJw2L31J7+ZN+Hdreq3XFA7q3kmnvfVElfNFDjltrqoO2HPKfUtEmuCMdS2ZpDMNuE9V60apZPY7gSxrb55Y+z30VfXUCd1Ln4cfcvtuUgZO3oyyRq3+D/0ewEh2bu49ZRtmhx92VwAj2bW86WWNhuFHV72M2Rfyfr4NV3RrvFmJtVrWdujRW+97/zu/8l40qN1uy1oRGQU8h9PT+qaqVmqRFZHTccpFBRaq6tm7e08Rma+q/UTkWiBMVZ8UkXmqWnljwHKq20NSrKrn7nhSVY/f4fhdyk0WVdUtQMW1UI0x9VDd3lfED2/jDMs6xXd8nu/cyQGLyBgra43Zb5XsQ1LTfHsSvQQcDSQCs0VkYvmhVSLSBbgDOExV08stLb47m0TkSZzhocf5emf3OLa7Qe3UbozZx4SGNoeko6qWr3w8JCJ1aI1lY4wx+5tamkIyCFilqmsARORTnEpE+bkelwEvlYwSUNWtla5S2dnA+cDlqrpKREKBU/eUye8Kiaquw9loyRizH9OGVSHJEZFhqvoHgIgMx9nzwZiAsLLWGFONSe3NRGROuePXfSvqgbN/UfkNdRKpPM+jK4CITMcZ1nW/qk7Z3RuqagbwfLnjAmCPK/FYD4kxphqkQU1qx2kNel9EStZu3oYzbMsYY4zZ55Rq9ZCkVnO+ZhDQBWf1vtbAnyJyoK/SUaOsQmKMqZaG1EOiqouB/r7ViVDVurFbmzHGmP1WLS37mwS0KXfc2neuvETgH1UtAtaKyAqcCspsaphVSIwxxkdE7tvhGABVfSAgARljjDG1YzbQxbc8bxJwJs78j/ImAGcB7/hGDnQF1lT1jUTkHlV9aHdprEJijKmehjVkq/xOYqE4+zYsD1Asxhhj9nfq7AFU45dVLRaRa4AfceaHvK2qi0XkQWCOqk70vTZSRJYAHuBWVU3b3XVF5DecJW/KGyAihwJvqeqXO8tnFRJjjP8a2E7tqvp0+WPf0oV1aBdKY4wx+5NqziHZ/bVVvwe+3+HcveWeK3CT77G3btnxbYCPgYeANwGrkBhjapZCQ9uHZEeNqTjG1hhjjNmHFG892qtdVefteM63v8nfIrJpV/msQmKMqZ4G1EMiIv9S1tXsAloANn/EGGNMwNRWD0lt8O07chVwuO/UNOBeAFUdsat8ViExxlSLVhoqWq+NLve8GNiiqp5ABWOMMWb/ptTOHJJa9ArOfJOSvUjO9Z27eHeZrEJijKkGaWjL/m4IdAzGGGNMebW07G9tGaCqvcsd/+EbfbBbViExxlRPA6qQGGOMMXWK1q8hW0CRiHRV1RUAItINKNpTJquQGGP8Jw1+UrsxxhgTMPVwyNaNwI8ishEn/PbABXvKVC8rJKcNdgc6hN3q/8ffgQ5hj64fU/e/RPb+fmqgQ9itNi/tdOW6/Yo2sCFbO/JtBHWqqr4W6FiM2deeOqF7oEPYrbwZjwU6hD2ae8/wQIewW3nTxwU6hD3K+/m2QIcQcFqPukhU9U8R6Qp0851aoaqFe8pXLyskxpjdK8rbY++o2QURiQFOwtm1thPwTSDjMcYYU0d5bc2THYnIjr0h/UUEVX1vd/msQmKMqZ4GNGRLRCYBPYBvgXtVdVaAQzLGGLOfq2dDtvqXex4JHA3MBxpehWTjisWBDqGSNl17lT7fNu7KAEaya7F3vVr6/If5e+w9C4hj+4WUPp+yoO7FOKpvWXyzjzgkgJHs2sA/Z+zT92tgQ7a6A+uBZcCqAMdiTEBt3FYQ6BAqaRMbWvo85twPAxjJrmV8eG7p8/fnbAxgJDt3/oCyvV4/nZ8UwEh27cx+CaXPww+9I4CR7Fre34/uk/epb3NIVPW68sci0hj4ek/56mWFxBhTV0iD2odEVbuIyACc4VqzRWQ58NmeupqNMcaY2qL1aKf2Halqpoi4RMS9u329rEJijKmWBtZDgqrOAeYAt4jIoTiVE6uQGGOM2fe0fvWQ7Iyq7nF1B6uQGGP8JzS0OSQhwCggU1WnqurfQN1fNs8YY0yDVY8W2fKbVUiMMdUgKA2qh2QCzgZOTUTkN+BZ4B1VPTmQQRljjNk/OXNIGn6NxCokxhi/KQ1uY8R2qtpLREKBf1T1fhFpHeigjDHG7L/qw5AtEWm3u9dVdf3uXrcKiTGmWhrYHJLlItJdVZeJCCISBoQFOihjjDH7r3rSQTIJZyB3EM6miBt859sCy3GW1N8lq5AYY6qlIa2yBcQA80VkJtAOmA08F9CIjDHG7LdUtV4M2VLV3gAi8j5woar+4zseDFyzp/xWITHGmDL3l3ueD6xU1fQAxWKMMcbUNwNKKiMAqjpTRN7eUyarkBhjqkEa1JAtVf0z0DEYY4wx5dWDDpLyFovIG8DHvuNzgUV7ymQVEmNMtTSkSe0isgZ2OgZNAVHVDvs4JGOMMfs5b6ADqJrzgCtxhmkJMA14eU+ZrEJijPGb0uDmkAwIdADGGGNMifq27K+q5uMsmf9sVfJZhcQY4z9pcEO2tolIENCCcvfHPS1XaIwxxtSWelQf2eVIgz2NMLAKiTGmWhpSD4mIXAPcC6QAnpLTwIEBC8oYY8x+rT7sQ1JO+ZEGkcAZQLM9ZWpQFZKwiEbENG8JQE5mBtnpqRUTiNC0ZQLBoWF4PR7SNiXiKS4iJCycJs1blabJSttK3vbsCllbtO2Ip7iY1OQN+Cu4Y08iRp4O4qJgwXTyZ/xYMf5BIwjtOwT1etDc7eR89z7erG0AhB95CsGdD0BEKFq7lNyfPgcgpEd/wg47Flwuilb+R97v3/gdHzjLy7325E3MnjaF0LAIbnrgTTr36Fcp3Xsv3suvkz9ie1Y6X0/fVnq+qLCA8fdczKql84iKacodj31Ii/j2bElexxWn9qF1u64AdDtwENfe9ZLfMb76xE3Mnu7EePMuYnz3xXv59Tsnxm/+LouxsLCAp+65mJVL5xHduCl3PO7ECPDZW0/w47fv4HK5+b/bnqb/oSOrHF/0oMG0ve4GxOUmZfJENn/0wU7TNRk6jM4PPcriyy4id/ky3NHRdH7wESK79yB1yvdsePapSnk6P/oEoa3iWXzhuVWOq7Y0pB4S4Aagm62sZczO/fHrT9x/x814vB7OPPcirr7h1gqvJyVu4KarLyUrMxOPx8Pt9z7MkUeP4psvPuG1F58pTbd08X98//tMeh3YhycevpevPvuIzMwMlm1Iq3aMI3q34rHzBuJ2Ce//sYpnJy2u8Pqh3Zrz6HkD6NUmhotfnMbE2WXleuumETx/6WASYiNRlNOf/J0NqTm8/n+H0a9jU4qKvcxbk8oNb/9Dscf/b4n//v0HHz11P16vh6EnnsnoC6+ulOafnycx4Y1nAKFt157838MvADD+2vNYvWg+XfoO4KZn3i1Nv3jWND57/hHU6yU0IoLL7nuaFm3a+xXfgum/8/74+/B6PAw/+SxOvKjyqq0zfprEV689DSK069qDax95iZTkRJ6+5VLU66W4uJhjzryIo087D4AHLzuNjNSthIQ6Wzvd8fLHNI7d4/fUXTr64K6Mv2E0breLdyfNZvwHUyu8HhLs5q17Tqdf9wS2ZeZy7j0fs2FzBgN6tObF/50MgIgw7q1fmPjnEgAaNwrjlTtOoWfHFqjClY98xT+L/P/eVxNUne899YWqbit3uA0YLyJz9pSvRiskInIicJGqnuQ7vgO4RFU7+47HAJep6gnl8kwEOqrqAdV9/ybNW7E1aR2eomJatOtIXk42xYUFpa83io7B6/Gwed0qwqOiiYlrQdqmRIoK8tmyYQ0ALncQLdt1Im/78rJ8MU0pKizA5XL7H5wIEaPOIvvj5/BmpRN98R0UrvwXb+qm0iTFWzaS//YjUFxE6EFHED7iFHK+eZOghI4Ete5E1hsPARB9/q0Ete2KJyWJ8BGnkvX2I2judiLHXEBQ+24Ur1u+qyj2aM70KSRtWMWb3y5h+X+zePHRa3n2/WmV0h18xPGMOeP/uPSkXhXO/zjhHRpFx/DWxKVM/fFz3n7uLu54/CMAWrXuyIufzvY7thKzp00hecMq3vp2Ccv+m8WLj1zLsx/sPMYTzvg/LjmxYow/TXiHRlExvD1xKX9MKYtx/Won5le/XMC2lGTuuPJY3pywGLe7Cv/uLhftbryZFTddT2HKVnq+/jYZ0/4if/26isnCI2hx2ulsX1y28IQWFpL01uuEd+hEeMeOlS7d5IiheHPz9j6WfaQh9ZAAiUBuoIMwZncCVdZ6PB7uvu16PvpqMq3iWzPmqMM4etRounYv2+/s+aceY/SJp3HexZezYtlSLjzzRP5esIKTx57FyWPPAmDZkkVcet5Yeh3YB4CjjjmeCy79P4YOqvbXAFwijL9gECc99ivJ23L5/cFj+WFuIsuTM0vTJKblcNVrf3PtcT0r5X/1ysMY/+1//LFoM5GhQaVj97/4ey2XvzIdgDevHsL5wzrz9q8r/YrR6/Hw/hN3c9uLHxHbohX3XzCGfkccTULHrqVpNm9Yy3fvvszdb35NZHQMWdvKGliPPe8KCvPz+P2bjypc973H7+KG8W8S36ELv37xPhPfep7L7n/ar/jeefxu7nz5Y5q2aMVd5x5P/6EjaV0uvk0b1vDtOy9y/zvf0Cg6hkxffE3imvPgu98SHBJKfm4Ot44dQf+hRxMb5zQWXz3uBTr17FPlmHbkcgnP3nICx1//Fklbs5j21tV899dSlq3bWprmwjEDSc/O44DTxzP2qN6Mu+pYzrv3Exav2cJhl7yEx+OlZdMo/nn/OiZPX4bH42X8DWP4aeYKzr7rY4KD3ESEBVc71ppQz3pIEJGWwCDf4WzgCRFxqeou5+fXdNPm38DgcseHAFki0tx3fKgvDQAicgqwvSbeOCQsnKKiQjxFRYCSm5VJeGRUhTRhjaLJycoAIC87i9CISKBizVN2WDHIHRREeKNG5GRmVCu+oPj2eLdtxZuRCl4PhUtmE9K1d4U0xetXQHGR8zxpLa6oJr5XFAkKAnfJw403JwtXTDO827aiuc5HWLR2GSHdD6pWnDP/mMSI0eciInTvfTA52RlsS9lUKV333gcTG9dqp/mPGu20hgwZcQoLZ/9e4zX7mVPLYuzR+2C27yLGHruIccYfkzhqjBPj4UedwoJZTowz/5jE0GNOJyQklJYJHYhv04kVi6pWgYrs0ZOCpEQKNiWjxcVs+/UXmgw5olK6hEsvZ9NHH+ItLCw9583PZ/t//+ItV4ku4QoPp8XpZ5H8/jtViqe2qW/Z36o+6rA1wB8icpeI3FzyCHRQxuwgIGXtgnmzad+hE+3adyQkJIQxJ4/lpx8mVUgjImRnZwGQnZ1Ji5bxla7z7VefccLJY0uPDxp4MC1aVr5X+6N/p6as2ZLN+pTtFHm8fDVzHcf1b10hzYbUHBZvzKg0UbhbfGPcLuGPRZsByCkoJq/QGbn588Lk0nTzVqcSHxvhd4xrFi+gRZv2NG/djqDgEA4+egzzpv5UIc3UCR8zYuz5REbHABBdrieh16AhhEU2qnRdQcjLcf6Zc7dnERPXwq/4Vi1aQMvW7Wnhi++QY05kzh8V4/vt648ZefoFNPLFV9LTERQcQnBIKABFhYXs5vtntQzs2YbViWmsS06nqNjDF78sZPThFTcCH314Dz76YR4AX/++iGEDOgGQV1CEx+PEFRoSVPodJToylCF92/PuJKcxv6jYQ+b2/FqJv6q86t8jEETkDGAGcCpwCjAT2G1lBKrRQyIi7YEpwFzgIGAxcD7OTbGzqq4CEoCvcG6OE3z/v9uXvxFwE3A58Lm/cZRwBwXj8X2ZB5yhWOHhFdIEBQVVSKMeLy6XG6/XQ0hYOLEt4nEHB7Ntc1Jpmpi4lmSkbMHlqt6XKIlqgie7bBSINyuDoIRdz+8J7XsYRaud1vPipLUUrV9BzPWPA0LB3D/wpm1GwiJwN22Bq3FTvFnphHTr41RYqiF1azJxLcpu3s2aJ5CakrzTL/Y7k5aSTFxLJ787KIiIRtFkZThd8JuT1nHNWYOIiIzm/Kvu54CDhvgVY9rWZJq1LBdjiwRSt1YhxnL5y8eYlpJE9wMPLrtu89akbk3e1WV2KqRZHIVby1poClO2EtmzYg9NRNeuhDRvTubMv2l51jl7dd2ESy5n82ef4C2oGzfH8hpYD8k638ONM/bVmICqS2Xt5k3JxCeU3XtbxSewYG7FRpsbb7ubc08bzbtvvEJubg4ff/19petMmvAlb334ZXVC2aVWTSJI2lbWyZm8LZf+nfZuWFDnVlFk5hbywfVH0C6uEX8s3sz9n86vUHEJcgtnDOnI7R/439ufnrKZ2BZlFbXYFq1YvWhBhTSbN6wF4KFLTka9Xk667EZ6Hzpst9e9+O7HeeqGCwgJDSM8shH3vv2tn/Ftomm5CmLT5i1ZtWj+TuO776KT8Ho8nHrFTfQ9bDgAaZuTefy689mSuI5zrr+7tHcE4LX7b8LlcjNoxHGcfOn1lRqB91Z8XDSJW8p6vZJSshjUs81O0mQA4PF4ycrJp2njCNIycxnYsw2v3nkqbVvGcMmDn+PxeGkfH0tqRg6v33UaB3ZpxfxlSdzy7CRy84sIJKV+DdkC7gL6lwzdEpFY4A/g091lqm5TZTfgZVXtAWQBVwHTgUNFpBuwEqdmdKhv5Zo+OF03AA8BT1FHhkcU5uexef1qtmxYQ1RsMxAhLLIRXo+Hon38JTDkgEEEtWpL/syfAXA1icPdrCUZz99BxvO3E9yuG0FtOqP5ueRM+ZhGJ19K9Pm34MlIA2/dXK06tlkr3vt+FS9+MovLbnqCJ+66gNztWYEOa98Toc3V17Pxpef3Okt45y6EJiSQ8dfUPSc21aKqD6rqg8AzwFPljo0JpHpT1k78+nPGnnUesxat5r3PJnDD/12Mt1y5NH/OLMLDI+jWo9durhIYbpeLQ7o15+6P5zH83h9oH9eIc46oOHz2qQsH8feyLcxYnlKrsXg8xWzeuI47Xvuc/3v4Bd4Z9z9ysjN3m+fHj9/i5mff49nJszh8zOl8/OxDtRdfcTGbN67lnte/4NpHX+KNh28rja9py3ie+PwXnvl2Gn9+9wUZac5ndc24F3ji81+5762vWTZ/Fn9N/qrW4tuT2Us20v/cZxlyyUvcev4wQkOCCHK76Ns1nje++YdDLnyB3PxCbjlvWMBirOfK/7Jm7E2G6lZINqrqdN/zD4EhON3Eh/oeM4BZwMFAP2CZquaLSF+gk6rucQa2iFwuInNEZE5Kyq5vAJ7iItxBZWP93EHBeIqKK6QpLi6ukEbcLrxeT8U0hYWo10twSCih4RGERUbRqkMXmrZqTWhEJLEtE/YU8k5pdjru0iFY4IqOwVuux6REUPvuhB92LNmfvwIeJ/6Qbn0pTloLRQXw/+3ddZxU1d/A8c+Z2e5uurtTuhsDERFMbLAVUDHxQVF/2IGKYqIiKo3SId3dtd2dM3OeP+4wu8MWO8syu3Devu6LG+fc+e6C98y5pwryyD99CIdw7SFZcPIg6d+9Q/r82ZiS4zAmxxe7Z3mW/Po5k8d1YvK4TvgFhpIQF2m5lhgfRUBg8Sb30vgHhpEQq+U3GgxkZ6bj5eOPo5MzXj7+ADRq3p7QiPpEXrjy/rdLfv2cx+/oxON3dMIvIJTE2CIxxkUREFSBGIPCLPmLxugfGG6JHSAxPrJC9wXIT0zAKSjIcuwUGERBkX+3ejc3XOvVp+mHn9H610V4NG9Bo1mzcWvStNR7erRoiXuTprT+dRHNPvkSl1q1afKhbRMCVAUpRIW36koIUVcIsRk4BiQIIVYLIYoP6FGUa6talLUhoWFERxU+I2OiowgOtX5GLvjxO0bcfBsAHTp1JS8vl+SkwvEPi//8ndG3jr2iH9oWMSnZhBfpThXm50ZMypXVxaKTszl0PoXzCZkYTZJluy/Suq6f5frUW1oR4OnCiz/trlSMvoEhJMcVtr4nx8Xge1n3Kr+gUNr1HIiDgyOB4bUJqV2PuAvnSr1nekoSF04eoUFLbYKXLgNHcupAueOIS4kvlKTYwm7QSfGxhRP/XIovOJQOvQbh4OhIUHhtQmvXt7SaWNIEhhDRoCnH9263/EwAru4e3DTkZk5f1upSEdEJ6UQEe1uOwwO9iEpIKyGNDwB6vQ4vdxeS0qz/LRw/n0BmTj4t6gcTFZ9GVEI6O49cBODPdYdo26Ri3wGqisnGzU6WASuFEPcLIe4H/gWKN5VeprIVksvbkCTmtzbmbauUMgNwAfpQ2Ke1G9BRCHEObQXHxkKI9SV+gJRzpZQdpZQdAwMDSw0kPzcHR0cnc4VD4OblTU6W9UxZuZkZlv6Yrp5e5GVnARSryDg6OWMsKCAtMZ6YsyeIOXuSpJhI8rKzrLpzVYQh+jw6vyB03v6g0+PUvBMFJw5YpdEH18J92F1k/PY5MrswdlNaMo61G4HQgU6HY+3GGJO0h4Vw08bJCBc3nDv0Jm9f8cHd5Rl5x6N8smAnnyzYSbc+I1mz9EeklBw7sB13D+8r7goF0KX3CFYv1WaV2rxmEa079UEIQVpKAkajVvmLiTxD9IVThJbRZa2kGD/9dSef/rqTbn0LYzxqQ4xde49g9RItxk2rF9HGHGPXPiPYsOo38vPziI06S/SFUzRu2emK7wuQdewozhG1cAoNRTg44Nd/AClbNlmuG7Oy2DdqKAfuuJUDd9xK5pHDnJz+AtnHj5V6z4S//2T/raM4cMetHJ38MLkXL3D8yeIzstiLlKLCW3mEEEOEEMeFEKeEENNKuO4shPjVfH27uVvL1fA58IGUMhytUvIwUH1qf8qNqlqUtW3adeTsmVNcOH+W/Px8lvz5OwOHjrBKEx5Riy0b1gFw8vgx8nLz8A/Q7mcymVj61x+MvPX2Yve+WvacSaJBiCd1At1x1Ou4rWtdVuyJLD+jOa+3mxP+ntoYiF4tQjgepX3JndinIf1ahfHAp5srvSZEveZtiLtwloSoCxgK8tn+7xLa9RpolaZ978Ec27MVgIzUZGIvnCUovHap93T39CYnM4PY89oEPYe2byKsbiOb4mvQog2xF88Sb45v66q/6dDbOr6OfQZzZLcWX3pKMjEXzhAUXoekuGjyc7XJVzLTUzm+bwehdRpgNBhIT9EmXzIUFLBn02oiGpb+Iq48u45G0jAigDqhvjg66Ll9QBuWbT5qlWbZpqPcNVQbV3tr35Zs2H0agDqhvuj12tff2iE+NKkdyPmYFOKSM4mMS6VRba2LX5+ODTh2tuIveauClNKmzU6xTgc+BJqbtw+llMXK8ctVdpat2kKIblLKrcB4tAfeUSAM7Q3OY+Z0+9CWkX/BHOznaAX/pf6xS6WUfSoZCykJMQRG1EEgyExPwZCfh5d/IPm5ueRmZZCZnoJ/SDghdRtiMmnT/gI4u7rh5Rdg+ctLiYsp1nJSadJE9qpf8bzzCdDpyNv/H8bEGFx7jcQQc56Ckwdw638rwtEZj9seBLSKSObvn5N/bA8OdZvg/dAMkFBw5jAFJw8C4DZoLA5BWp/enM3LMNnQQlJUpx5D2bl5JQ+MboazixtPv/aV5drkcZ0ss2R988F01q/8lbzcbCYOqc/gm+9jwiMzGHzzfbw34z4eGNUMT28/ps7Svvgf3LOZHz9/HQcHR4ROx+QXP8bT26/EGK40xvtHNcPlshgfv6MTn/5aGOO6FVqMEwbXZ8gthTG++/J93D+qGZ5efkx7W4uxToPm9Bw0hodva4Ne78Bj0z6s2AxbAEYjFz54nybvfQA6HYnLl5J77ixh9z9I9vGjpG4pu8LY+tdF6N3dEQ4O+PboxfFnnyw2Q1f1IpBXeW4MIYQerRIwEG3Wq51CiMVSyiNFkj0ApEgpGwohxgHvoM11XlmhUspLnduFlPK0EML2eSkV5eqoFmWtg4MDb77zARNvH4nRaOSO8ffQpGlz3p/1Oq3admDQ0BG8/MY7TH36Ub7+4mOEEPzv07mWcQLb/9tEWHgEdepaNzq+9dqL/L3wV3Kys+ncsgHjJt7LM1Nn2BSj0SR5fv5O/nihP3qd4McNpzkWlcaLt7Vm79lkVuyJpF19f358qhc+bs4MaRfB9Nta023aUkxS8vIvu1k8fQAI2H82mfnrTgEw577OXEzM4t/XBgOwZOdFZv910KYY9Q4OTHzhTd59YiImo5Feo+4gokETFn3xPnWbtaJ970G06tabQ9s3Mn1sP3Q6PXc8+RIePlovi7cevI2Yc6fJzcniqeGdeeDld2nVrTf3vfQOH099GKHT4e7pzQMz3rU5vnunvsmsx+/CZDLRZ9Qd1GrQhN8/f5d6zdvQsfcg2nTvw8FtG3nutr7o9DrueuplPH18ObDtID/+7w2EEEgpGTHxYWo3akZuTjZvP34XBkMBJpOJVl160P+W8TbFB9qYkKf/t5glc+5HrxfMX7qLo2fjmTFpAHuORbFs81G+W7qLea+M5dBvz5GSns3EV34BoHubujw3oTcFBiMmKXny/b8tLSfPzFnCt6/egZOjnnPRyTz0VtWMdaoQWbMWRgSQUi4FllYkj7C1BlVkoN0uoANwBJgopcwWQiwDvKWUPcxp7wW+BcKklDEl3GfplUxF2LFjR7lr1y4unjhcXtJrrlbjwv6wyW89YsdISuf30heW/RV788tIaT9D2zlZ9lfuq34xDmlbGN/OXt3sGEnpOm3cSjNPD45mZFZ536iWrVrLRX9V6JkDQJOGdXZLKTuWdE0I0Q14TUo52Hw8HUBKOatImlXmNFvNfeZjgUBZyVdCQohDl55FQoi9aC0k70ope1fmvopiK7uWtcnFZ/yzt1p+zpZ9nwk/2jGS0qX+WLhO1Pe7LtoxkpLd3bFw8PeCvbb1+qhq49oVdo937T7djpGULue/Weg8QjFlxlRpWRvYoIW89R3b5qOYe3vLUsvaq00IkU7hCu3uFPYa0wFZUkrPEjOaVbaFxCClLLZCm5Ry+GXH3wHflXQDKeU5oPKTjyuKYhc2zrIVcNlCSXOllHPN++FA0VI8Eq1vfFGWNFJKgxAiDfAHLlsNtcIWCCFaSykPAI7ALODBSt5TUSpLlbWKcgOrCS0kUkovACHEe2hj2i41L42lcE2SUl1XK7UrinLt2VghSbxWb20qQko5s8i++vKmKIqi2F0Nm/Z3sJTyuSLHC4QQL5eXyebO31LKc6rAVpQbndAWR6zgVo4ooOiE8hHmcyWmMXfZ8gaSKv3TCPHHpVm1hBCfCyEOCCGqbgSuopRDlbWKokhp22YncUKIl4UQ9czbDKD46tWXqdZLJiuKUv1VwSxbO4FG5geZEzAOWHxZmsXAPeb9McDayo4fMWskpTwjhOgENAAGA69chfsqiqIoSoVJCSYpbdrs5A4gEK3L1h/m/XHlZVJdthRFsZnk6q/Ubh4TMhlYhbZi+jwp5WEhxBvALinlYuAb4AchxCkgmSt42FXQCOA3KWWMEMJQbmpFURRFqSI1qcOWlDIJeFII4QmYpJRZV5JPVUgURal2pJTLuWwhJSnlK0X2c4Gq6Eq1WgixHQgCOgghvLBecVZRFEVRlFIIIeoAPwH1AF8hxH/AQ1LKM2XlUxUSRVEq5Wq3kNiTlPIZIURrtJWxU8yn+9gxJEVRFOUGV8MGtX+BtsDwQiHEHgoXGB5aViZVIVEUpVKupwoJgHnKX0VRFEWxOwmYalR9xLYFhlWFRFGUSriiQeqKoiiKotiohrWQWNUthBCdgewKZVIURakICZiusxYSRVEURalOalZ9xLYFhlWFRFGUSrneumxdTgjxt5RytL3jUBRFUW5AUtaoFhJbFxhWFRJFUWwnua66bAkh0gGB1vhz6U83IUQq8JWU8nk7hqcoiqLcYGraGBIhxDwo/qZSSnlfWflUhURRlEq5nlpIpJRel58zzxLSATgAqAqJoiiKck3VpBYSYGmRfXe0KfqjysukKiSKolTCDTGofZaUUgohlpefVFEURVGurppUHZFSLrrs1A9CiK3l5VMVEkVRbFYVK7XbkxCiNvAR0B2tyXkrMAVASjnVjqEpiqIoNyhTzWohKUm0EEIvpTSWlqBGVkhqNW5h7xDK5PfSF/YOoVxD2znZO4RyDWlbvWPstLHcCr9S83xr3m4zH98JzAP62y0iRbGTWn7O9g6hTKk/TrB3COW6u2Mte4dQpnHtwu0dQrly/ptl7xCUChBCNAJGAp5FTncHXhZCrJdSbigpn+5aBKcoyrXlGh58zT5LSlHhrRrzl1L+KKU0mrcfAX97B6UoiqJUP0GhVV88SGn7ZicLAS8go8hmADKB/NIy1cgWEkVRqg+TvQO4uhKEEPcCP5qPJwIJ9gtHURRFudHVsEHtRinla0VPCCEmSCnfLytTjayQbDhU7oKP11zvlm6W/a2dO9kxktJ127HTsj/rt1K78dnV9LF6y37m1r/tGEnJPLoVLkeRtel3O0ZSOveet1/Tz6vmLR4VdR/wITDbfLzFfE5RbjgbTyTbO4RiejX2s+y7dptmx0hKl7P1bct+s+mr7BhJyY7OGmzZf2/DGTtGUrrnete37L+w9LgdIynd7BFNrtlnVVV9RAgxBK3M0wNfSynfLiXdbWgtH52klLvKue2UEs49UV4sNbJCoihK9SAR19WgdillJIXjRxRFURTFrrR1SK5+jUQIoQc+BQYCkcBOIcRiKeWRy9J5Ak8C28u530dSyieklFuKnOsOPAD0BeqXmhlVIVEUpZKupxYSWxd0UhRFUZSqUkUtJJ2BU1LKMwBCiAXAaODIZeneBN6h/HW4hgghxgCbgLvQujyfQ5so5qHyglEVEkVRKuV6aiHBxgWdFEVRFKVKSFmZMSQBQoiiXazmSinnmvfDgYtFrkUCXYpmFkK0B2pJKZcJIcqrkAwDZgDzgVRgfGkzapVEVUgURbGdBFONGmtXtlIWdNpml2AURVEUhUqVs4lSyo62ZBRC6ID/AfdeSXop5SngHiHEFGAc8I4QwoTWQrJASplRVn417a+iKDa7tDBiRbcaZrO5r62iKIqiXFNaOWvbf+WIAooulBOBdY8AT6AlsF4IcQ7oCiwWQpRZwZFSpksp50opuwKTgMbA/vKCURUSRVEq5Tpbh6QYKeVzZa0uqyiKoihVqYrWIdkJNBJC1BNCOKG1aiwu/EyZJqUMkFLWlVLWBbYBo65glq0iccsjUsrngUblpVUVEkVRFEVRFEW5gUgpDcBkYBVwFPhNSnlYCPGGEGLUVf6scl/qqTEkiqJUSs1ar0lRFEVRapaqWhhRSrkcWH7ZuVdKSdunSoIwUxUSRVEqQWCqeWNCihFC3FPWdSnl/GsVi6IoiqIUVdMnjxFCeEkp08tKoyokiqLYTHLdrEPSwfxnBNrc7P+irUcyEK2fraqQKIqiKNecNh6k5tVIhBDuwChgLNAOqFtWelUhURSlUmrgc7IYKeUTAEKItUBLKWWq+dgH+NN+kSmKoig3uppUzgohbgPuADoCK4EPrmQ9ElUhURSlUmrgNL5lCQfyihznAmF2ikVRFEVRMNWkGgn8BvwEdJBSplxpJlUhURTFdtfZwojAD8A2IcRf5uNb0R6siqIoimIXNas+Qm+0KYT3CiH2AAuApVLK7LIyXVcVEiklH7/9PNs2rcLFxZVpM7+kcfN2xdIdP7yXt19+iLy8XLr2HMyUae8ihOD15+7mwrkTAGRmpOHh6c03C7fx79IFLPjuA0v+MycOMfe3LTRq2qZC8fl07UbdZ59F6HTE/f030d+X3C3dr29fmrwzmwP33E3W0aN4d+5M7ccno3N0xFRQwPmPPyJ91y50bm60nPuVJZ9TUBCJK1Zwbs7/KhRXUVJKln73NMf3rsDJ2Y3bHv2G8PrtrdLk52Xzy5w7SIo7g06np2mH4QwZPwuAzUvnsHPtPPR6B9y8Arjtka/xDawDwMqfpnFszwoA+t32Eq27j61wfHqfIJzrtgIBBXEXKIg+aXVd5+mPc92W6Ny9yD2xC2NyjHbezQvn+m1A7wBSUhB1AkNSNADODduj9/BFShOmzBTyzuyv1P/9et9gnOq3AyEwxJ6hIPK4dYxeATg1aIvO3Zu8Y9swJmrrEAlnN5ybdwcEQggKok9hiD0DgEur3ggnV6RJmzkv99BGKMjD3q6jMSQASClnCiGWAzehjSG5R0q5x85hKUq1sX3jGj5+azomk4nht0/groeesrr+yf+9xN7tmwHIzc0hNSmBZbvOAvD8A7dzZP8uWnXoyttf/mLJM2va4+zb8R8enl4ATHv7Exo1a2VzjAO7Nua9p0ai1wu+W7yT936w7i3i5Kjnm1fG0q5pOMlp2Ux4+RcuxKbQsXkEn0y9FQAhBG99s5rFGw7j7OTA6s8fxsnRAQe9jj/XHWTm16ttjq9H4wBeHNEUnU6wcGckX284a3X9nh51GNMxAqNJkpyVz8t/HCI6NZfO9f2YNryJJV39QHeeXXCANUfiGd+tNnffVIc6/m50e3MtqdkFNscHUNfXlX4N/RFCcDAmnR0X06yutwj2oHd9fzLzDQDsjUrnYKy2ELens57BjQPxdNa+Yv5xMJb0PAODGwcQ7OmMAFJyClhxLIGCSrzRahzoxugWwQgBOy6ksf50stX1DhFeDG8WSHquFuN/51ItP8cDnSOo7evCueQcvt1ZuBZg97o+9KjnS4C7E6+tOkV2gf2XoJLIGjWGREq5GW1B4SlAP7TuW+8BtcvKd1UrJEKI0cB9UsqbzcfTgQeklA3NxyOBB6WUo4QQ64FQIMecfZCUMr4yn7990yoiz5/ip2UHOHJgJ3NmPsXnPxfvtjZn5pM899qnNG/diamP3sKOzf/QpedgXn3ve0uaz96dhruHNwADR4xj4IhxgFYZefnJcRWujKDTUe+FFzgyeTL58XG0mj+flE0byTlr/SDSubkROm4cGQcPWs4VpKZy7NlnKEhMxLV+A5p/9BG7RwzHlJ3NgQl3WdK1mv89SevXVSyuy5zYt4Kk2JM8++ExLp7czt/fPM5jb20tlq7HiGdo0LIvBkM+37w5kON7V9Ck3VBC67bl8VnbcXJ2Y9s/X7Dyp2nc+dQvHNuzjOize5kyezfGgjy+er0/jdsOwcXNq0LxOddrTc6R/5D5Obi26o0hJRaZk2G5LvOzyTu9F8ewhlb5pMlI7qk9yNwshKMLrq17Y0iNB6MBQ2Ikeae075zOjTrgEFQHQ9y5iv/yzJwatCf30EZkXjYubQdgSI5GZheJMS+bvOM7cYxobB1jfg65+9aCNIFOj2uHwRiTo5H5uQDkHd+OKfOKWz+vmRr0nCyXEKIOkESRxaGEEHWklOftF5WiWLNXWWs0GvngjRd4/9s/CAwO4+ExA7ip3xDqNmxqSTP5xbcs+3/8MJeTRwrLsnGTJpObk8OSX4u/jHv0hdfpM6TySx/odIIPnh3N8Ce/ISo+jc3zJrN001GOnSv8ke8d2YmUjBxa3v4etw9ozVuPD2HijF84fDqOm+7/BKPRRIi/J9u/f5Jlm4+Sl29gyOSvyMrJx0GvY+2Xj/DP1uPsOHyx4vEJmDGqGQ98s4u49Fx+e7wb647Gczo+y5LmaHQGt3+6ldwCE+O61OK5oY155pcD7DiTzK0fa+Wxt6sjK5/ryZaTiQDsPZfC+qPxfP9Q50r+BrU3MQMaBfD7gRgy8gxMaB/O6aRski6r5BxPyGTNqaRi+Yc1DWLbhVTOp+TgqBOW9cLXnU4i36gd9WngR7twr2IVnYrEeEvLYL7aHklaTgFTetbhSFwm8Zn5Vun2x2Tw96Hi/9w3nE7GUS/oWsfH6vy55ByOxmXycLcyvztfW1e2yGG1IYRwAIxSq0WtAdYIIfTl5bvaCyP+h7a0/CXdgHQhRJD5uLs5zSV3SSnbmrdKVUYAtqxbxuBR4xFC0KJNZzIz0khKiLFKk5QQQ1ZmBi3adEYIweBR49m8dqlVGikl61Ytov+w24t9xpoVv9Nv6JgKx+bRogW5kRfJi45CGgwk/vMvvr16F0tX++FHiPr+e0z5hf9TZZ84QUGi9tDJOXManbMzwtHRKp9L7do4+vmRsXdvhWMr6sjOJbTrNREhBLUbdyU3K430FOvfoZOzGw1a9gXAwcGJsHrtSU/W3jA0aNkXJ2c37Wdp1IW0pEgA4iOPUrdZT/R6B5xc3Amp04oT+1dVKDadhy+m3CxkXjZIiSExCgffEKs0Mi8HU3Z6sf97ZW4WMld74MuCXGRBHsLRGQBjauE/PVNmCjon1wrFZRWjpx+m3Ezts6TEmHARB7/wy2LMRmaX8BCWUquMAOj0UEPGZpjMU/9WZKvGlgBLzX+uBc6gLRqlKNWJXcraowf2EF6nHmG16uLo5ES/4bewec2KUtOvWbaI/iNutRx36NYbN3cPWz/+inRqXovTkUmci06mwGDk99X7GdGruVWaET2b89Ny7SXUonWH6NNRe4GVk1eA0ag9g52dHJAUliNZOVqZ7Oigx8FBb/MXxNa1vLmQlE1kSg4FRsny/TH0axZklWbHmWRyC7Q49l9IJdjLpdh9BrUMZtOJBEu6ozEZRKfm2hbUZUK8nEnJKSAt14BJwrH4LBr4u19RXn83R4QQnE/R6r8FJonB3ApyqTIC4KCr3NfPWj4uJGYVkJxdgFHC/qgMWgRf+b+tU0nZ5Jn/rouKTs8jJcdQqdiqgpTSps1O1gG1hWa5ECIKeLy8TDb/ixBC1BVCHBNC/CSEOCqEWAhkoT0UL72eDgf+QHs4Yv5zi62fWZ6E+GgCQyIsx4HBYSTEx1yWJobA4LAiacJJiI+2SnNg9xZ8/YOIqGP9lh1g3co/6De0eEWlPE6BgeTFxVmO8+PjcA4MtErj3qQJTsHBpG4p/Vfk168fmcePIwus31QEDBxE0r//Vjiuy6WnROHtX/g79PIPt1Q2SpKTlcqx3Utp0LJfsWu71n1L47ZDAAit05oT+1aRn5dNVnoiZw6vJy2xYm+XhJMLMi/HcizzcxDOxR/U5dF5+CCEzlJBKfwAgUNALQypcSVnvJIYnV21CpMlxmyE85VXcISTK67tB+LWeTgFkccsrSMAzo074dJuII61mtkcn1I2KWVrKWUr858N0L70bbd3XMqNqzqVtYlxMQSFFL5gCQwOIzEupsS0sVEXiYm8QPuuva7o3l/Pmcl9I3vyyf+9RH6+7d1RwwK9iIwvfOETFZ9GeKBX8TRxqQAYjSbSM3Px99ZepHVqXovdPz3Nrh+f4onZf1kqKDqdYNv8J7iw/GXW7jjJziMVbx0BCPJyITat8Lkel55LsHfp5dhtnSLYdCKx2PlhbUJYvj/WphjK4+nkQEZe4ZfyzDwDns7FX3A3CnDnng7hjGoeZLnu6+pInsHIqObBTGwfTu/6flavoIY0CeTRbrXxc3NkT1SZy1KUydvVgbTcwu9BabkGvFyLd/ppFeLJ073qMqFDGN4u19UoherMy9yroBfas6ou8HB5mSrbQtIE+ExK2QxIBx5Dewh2F0I0AU4C28zHDkAbtDn9L/lWCLFPCDFDCFHia1MhxENCiF1CiF0JCQmVDPfKrFnxe4mtI0cO7MTZxZX6jVpc/Q8VgjpPPc35Dz8oNYlr/frUmTyFM7P+r9g1/4EDSfzn2r7INRoN/PrRXXQfMhm/4PpW1/Zu+omo07voNeo5ABq1GUSTdkP5ckZPfv3oLmo36opOV24L3lUnHJ1xadiB3NPFW5Kc67XGmJGEKSO5hJzXhszPIWfPv+TsWoFDcF0wt+LkHd9Ozp5/yD2wDr13AA5BdewW4+WkrPhWU0gpdwLty02oKFWrxpW1a5ctovfgkej15T/nH3pmBj+s3M6Xf6wmPS2Fn+d+VOnPt9XOIxfpcNccetz/Cc/f3QdnJ+1LrMkk6XrPRzQcPYuOzWvRvH5wlccysm0oLcO9+GajddfuQE8nGgd7srmEisq1cjopm6+2X2D+7ijOpeQwtInWyqMTgghvVzacSeLHPVF4uzjSIsTTkm/l8QS+2HqB5Kx8mgZeWauLrY7GZTJr7RnmbDzHyYQs7mgbUn6masqWctaOZa0QQjiirUHyl5SyACh3UFNlKyQXpZSX3sL8CPRAaybubt62AjuALmiLohyTUl56NXCXlLIV0NO8TSzpA6SUc6WUHaWUHQMva1EA+POXL3lgTFceGNMV/8AQEmIjLdcS4qIJDAq1Sh8YFEpCXHSRNFEEBhW2mBgMBjat/pu+g4t3y1q74nf6D6v4QGyA/IQEnIMLH2BOQcHkFXno693ccGvQgOaff0G7v/7Gs2VLmr73Pu7NmpnTB9Fk9mxOvfYqeVHWLRZujRohHPRkHTtmU2xbV33Gxy904OMXOuDpE2rpZgWQnhSF12Vdji75a+4j+Ic04qbhT1qdP3VgNesXzWLiC3/hYP5CDdD31heZMns397+8CokkIKxRheKU+blWrQ3CyRWZV4Emar0DLk27knfhSLGxGI4RTRCOzuSfO1ShmIrFmJeDMHdZ02J0s2rVueL75OdiykpD7x1gOQa0MS/xF9B5+lUqzqtFIpCy4lt1JoS4RQjxP/N2KzCstC9xinKN2L2sBQgIDiU+trD8SYiLJiA4tMS0a5b/yYDht13RD+cfFIIQAicnZ4beOp5jB22fRyI6IZ2IIG/LcXiQN1EJ6cXTBPsAoNfr8PJwISnNegKg4+cTyMzOp8VlFY+0zFw27DnDoK7WYwCvVHx6LiFFWkSCvVyISytejnVr4MfDfevz2Pd7KTBaf7Mc0iqE1UfiLF2hrraMfINlQDqAh7MDGXnWg7tzDSYuhXUwJoNgT62sz8gzEJ+ZR1quAQmcSswi2MPJKq8EjiVk0agSFZK0HAPeLoVd171dHEi/rKtVdoEJo/l3tONCGuFltERVdzWsy9YPwFlgKPCXEMILOFJepspWSC7/aSXmtzbmbauUMgNwAfpQpE+rlDLK/GcG8DPa6sgVdsudD/PNwm18s3AbPfqNZNXin5FScnj/Dtw9vPAPtH5Y+geG4u7hyeH9O5BSsmrxz9zUd7jl+u5ta6ldr4lVszSAyWRi/T+L6Dek4uNHADKPHMGlVm2cw8IQDg4EDBpIyqaNluvGrCx2DRrI3ptHs/fm0WQcOsSx554l6+hR9B4eNJ0zhwuffErGgQPF7h0waDCJq/6xKS6AboMfY8rs3UyZvZvmnUaxd+MPSCm5cGIbLm5eePkWL3D+WTCD3Ow0ht9jPaNX9Nm9/PX1Y0x84U88vAv7xZpMRrIztMFvMecPEHv+IA1bD6pQnKbMVHQu7toXfiFwCAjHmHKFTdZC4NKkM4aEi5aZty5xCKqNg08QuSd3VSieEmPMSEHn4mGJUR9YC0NydPkZ0SpYXOpX6+CI3isAU3YGIMDByfJz6P3DMGXZNhDwqjNP+1vRrboSQrwDPAQcMG8PA0/ImjTFiXI9sntZC9C0VTsiz50h5uJ5CvLzWbvsT27qN7RYuvOnT5CZnkqLdp2u6L5J8bGXYmXz6uXUa9S0nByl23U0koa1/KkT6oujg57bB7Rh2Sbr70LLNh/hrmFaw+etfVuyYfdpAOqE+qLXa8/g2iE+NKkTyPmYFAJ83PH20L7Mujg70L9TQ46ft60V6WBkOnUC3Aj3dcVRLxjWJpR1R62H9TQL9eS1W1rw+Pd7Sc7KL3aP4W1CWVZF3bUAYtPz8HV1xNvFAZ2ApkHunE6y7uLs7lTY8tXA342kbC3O2Iw8nB10uDqaf4++rpbB8D5Fukw18HcjuRIzgUWm5RLg7oivqyN6AW3CPTkSl2mVpmg3s+YhHsUGvNcU2myWNadCIqV8F2iOtshwlpQyXUo5vrx8le1QV1sI0U1KuRUYD2wGjqItJNYDrVkZYB/wCPACWEbg+0gpE83NOiMA2+fQM+vaczDbN67irmGtcHZxZerMLy3XHhjTlW8WbgPgqZc/4O2XHyI/N5fOPQbRpedgS7q1KxbSr4TuWvt3byYwJIKwWvVsC85o5Oy7s2n20UcInZ74JYvJOXOGWg89TObRo1aVk8uFjB2LS0QtIiZNImLSJACOTJmMIUV7y+8/YABHn3qy1PwV0aTdMI7vXcn7TzbB0cmN2x792nLt4xc6MGX2btKSIln/5ywCw5ry6TStwOk6+DE69X+AFT9OJS83k1/maLOSeQfU4u4X/sJoKODLV/sA4OLqydgp89HrK/rPT5J39gCuzbqBEBTEX8CUk4FTraYYM1MxpsSic/fBpUlnhIMjDr4hmGo1JWf/Ohz8w9F7+iMcnHAI0mbPyDu1B1N2Os712yDzcnBtqfV1NiRHUxB5wsbfoCT/9F5cWvbSpv2NO4vMTsexTgtMGckYk2PQefji3Ly7FotfKLJ2C3L2/INw88Slfg+kBCGgIOo4MjsddHpcWvZC6AQgMKbGW6YDrg6us6/qw4A2Ul6aXYDvhBAHgeftGJOiVIuy1sHBgadeeYfnJt2OyWhk2G3jqdeoKd98OIumLdtyU3+tcrJ2+Z/0G3YLlzcsTh4/nAtnTpKTncWYXi154a2P6NyzH28+9zCpKUkgJQ2btuSZ19+3NUSMRhNPv7+YJR/cj16nY/7SXRw9G8+MBwey52gkyzYf5bslu5j36lgO/f4cKek5TJyhTUHcvU1dnpvYhwKDEZOUPPneXySlZdOyQQhfvTIWvU6gE4I/1h5kxRbbeiQYTZKZi4/y9f0d0AnBol1RnIrPYsqAhhyKSmPd0QSeH9YENyc9c8Zrs3nGpOby+A9aN+MwHxdCvF3Yeda6a/GE7rV5oFc9Ajyc+PvJ7mw8nsiMRYdtilECa04lclurEHRCcDA2g6TsAm6q60tsRh6nk7JpH+5FA393TFKSazCx8liCJe+GM8mMbR0KCOIy8zgQo7VQDW0ahJNehxAQn5nH6pO2dzkzSfj7cDyTukSgE7DzYhpxmfkMauxPZFouR+KyuKmeL82DPTBJSU6+id/2FVbiHu1Wi0APJ5wddLzYvz4LD8RyIiGbm+r60LuBH57ODjzTuy7H4jNZeMD2caVXRQ3r6iyE6CCl3F3hfLbWoIQQddGWhN8FdEBrjpkopcwWQiwDvKWUPcxp7wW+BcKklDFCCHdgI+AI6NEekM9IKcuc8Lljx45y165dbDhU5toqdtG7ZWE3na2dr+yt0LXWbUdhl+JZv9l/bu2STB9b+EYjc+vfdoykZB7dRlv2szb9bsdISufe83baN23AnmOnq7ybUcNmHeXs+TsqnO+2LvrdUsqOVRBSpQgh9gMDpJQJ5uMg4F8pZQXn+VaUq8OeZe3GE/YbT1eaXo0Lu6u6dptmx0hKl7P1bct+s+nVb5K+o7MKX8K+t6H6vNwq6rneheNSX1h6vIyU9jN7RBNCGrUk9uShKi1rPSKaytZPzLUp79apva95WSuEmCulfKii+SrbQmKQUk64/KSUcvhlx98B3xU5zkJ7sCqKUoNJqncXLBu8CewQQmxC+/H6oFpHFPtTZa2i3MBqUguJLZURuM5WalcU5dqrSQ/K8kgpFwohNlLYz/4FKaWd2+sVRVGUG1fNWqndVjZXSKSU54CWVy8URVFqouvhOSmEuHyV0gzzn02FEE2llBuudUyKAqqsVZQbnTao3d5RVD3VQqIois2kBFM1n8b3Cj1r/tMb6EjhGg6dzfuXV1gURVEUpepJbogWkspO+6soilLjSSlHSSlHoS0611xK2UdK2QdoRmFriaIoiqIoFSCEaCuEmFVeOtVCoihKpVxnL24aAheLHF8wn1MURVEUu6hp5awQojkwFrgdSAB+Ky+PqpAoilIpNe1BWY61wHIhxK/m4zvN5xRFURTFLmpSly0hxAG0ngULgP5SyitaxVNVSBRFqZTradpfKeXjQohb0BabE8AXUspFdg5LURRFuYHVoPoIQDwQAYQAQYCqkCiKUrW02T+ui0HtRW0CCtB+vG12jkVRFEW5gWnlbM2pkUgpBwghgtG6a30qhPADfpNSvl5WPjWoXVEU20ntzU1Ft+pKCNEHbUXsO9EWmFskhBhox5AURVGUG5mN5aw9y1opZZyU8hMpZU9gEFcwOYxqIVEUpVKupy5bwGy0Pq+nhRB7gCHAGuBf+4alKIqi3KhqUgsJgPlF3mC0Bp5/pJT/Ky+PqpAoimKz63DBJmcp5WnzvpBS5gghnOwakaIoinJDq0nlrBBiCjAemAdMB7yEEG2klO+VlU912VIUpVJqUjPyFZBCCDfzvqMQ4gXgdFkZFEVRFKXqSKS0bbOTB4EBUsqvgFQp5cNoUwCXSbWQKIpSKddZl62XgXDgJPAf4ATcZ9eIFEVRlBtWTRvUDiClzDLvCiGEQCtLy6QqJIqiKGZSyqVF9h+yZyyKoiiKUgNlCCHCpJTRgDuwGPizvEw1skLSu6Vb+YnsqNuOnfYOoVzTx+rtHUK5PLqNtncIZXLvebu9QyhVlt772nxQ9e+CVSFCiDNo649YkVLWs0M4imJXvRr72TuEMuVsfdveIZTr6KzB9g6hTM/1rm/vEMo1e0QTe4dQKm/na/A1uuaVsxOAfPP+LOCklHJzeZlqZIVEUZTqQQImk72juKo6Ftl3B+4AAuwUi6IoiqLUqC5bUsqzRfa/vdJ8qkKiKEql1KDnZLmklMlFDpOB94QQu+wVj6IoiqLUpHJWCJGO1tNAUtjj4NJPIKSUniXlq5EVknMP3mzvEIqp+9Vflv1Xv88vPaEdvX534Ziik3cNtWMkpWv00wrLfuqe1XaMpGQ+7QdY9tcdyrZjJKXre427NF7rB6V51ddfgbrAOWCslDLlsjRtgc8BL8AIvCWl/NXGj5wjhNBJKa+vtiBFKYfr0A/sHUIxOSuesuzXeXKJ/QIpw/kPR1r2XQe8Y8dISpazeqplf+G+aDtGUroxbcMs++uOJdkxktL1bep/TT5H64lQc2okUkovW/KpaX8VRbGZlNosWxXdKmkasEZK2Qht0cJpJaTJBu6WUrZAW9zwAyGET3k3FkLcKoT4WwixzrytBb4A1ggh7ql05IqiKIpSETVwpXZb1MgWEkVRqg879G0dDfQx788H1gNTiyaQUp4osh8thIgHAoHUcu79f8AjQPql7MDPwHNAVOXCVhRFUZSKq0ljSGylKiSKolSKHZ6TwVLKGPN+LBBcVmIhRGe0OdCvZIHDbCnl+svy50gpd9sSqKIoiqJU1g1QH1EVEkVRKsfGWbYCLhssPldKOffSgRBiNRBSQr6Xih5IKaUQotRHtRAiFPgBuOcKx4B0K+Hcy1eQT1EURVGqgF1XXa8wIUR7IPNSTwUhhDswCIiRUm4rLZ+qkCiKYrNK9FNNlFJ2LO2ilHJAadeEEHFCiFApZYy5whFfSjovYBnwUlkPQXPaXVLKjlLKPPNxKHAvMBE4Diwv7wdSFEVRlKtNW6nd3lFUyMfAPaAt0w5sBi6gvYhcLqV8q6RMalC7oig1zWLMDzvzn39fnkAI4YS2Muz3UsqFV3DPTCHEx0KIO4QQi4ElaAPje0opb7lKcSuKoijK9c5bSnnKvN8TcJVSjgZ6A3eWlklVSBRFqRQ7zLL1NjBQCHESGGA+RgjRUQjxtTnNWKAXcK8QYp95a1vGPQcCe4AngXbA18B3UsrqOd+koiiKcmOQ2qB2WzY7MRTZ74c2GyZSSgPaNPwlUl22FEWplGv9zDNXEvqXcH4XMMm8/yPwYwXuWQB8C3wrhGgC3AfsEUJsA76VUla/RXEURVGUG0JNGkMCnBJCvAnsAx4CxoFlDbFSKySqhURRlEqRJlnhrTqTUh6XUk4DGqFN+fuYnUNSFEVRbmTSxs0+HgK8gbuBaVLKjebzTsDDpWVSLSSKothMXp0uWNWSeVauZeZNURRFUeyihrWQ5KNVRLIvnRBC+KJNZhNbWibVQqIoSqVc76vHKoqiKIo91bAxJL8CnS4dCCG+Ao4C54UQI0rLpFpIFEWpFNP12kSiKIqiKHZm58qFLepLKTcACCFaAKOAOoAvWo+DpSVlUi0kiqLY7NL86NdrC4kQQi+EGGzvOBRFUZQbVw1rIckpsj8AWCOlzJVSxlBGveO6aiFxbdEOv3GTQKcjc9O/pK1cZHXds/dgPPsMA2nClJtD0g+fURATabmu9wsg/PWPSV2ygPR/tKUNPPuPwLPnQBCCzI3/kr5mic3xSSlZ9dMznNy/EkcnN0Y/+DWhddtZpSnIy+b3T+8kJf4MOqGnUbvhDBirrSGzb9P3rP51Op6+YQB06v8o7fvcT2rieX77aCxSmjAZCug08DE69nvIphjdWncgcOIjoNORvn4lKUt+t7ru3X8Y3gNHgMmEKTeX+G8+Ij/qAgBOteoS9MAT6FzdQJq4OONJZEEBHl174Td6HOh0ZO3dQdKCeTbFdomDlz+uEY0BQX5SFHlx560TCIFb3RboXb2QxgKyzx7ElJ8LQuBauxkObl4gJTmRJzBkpgDg6BuMS0g9QGLKzyP73GGkscCm+KSUfPL282zftAoXF1demPkljZu3K5buxOG9vPPyQ+Tl5dKl52AmT3sXIQRvPHc3F8+dACAzIw0PT2++WriNgoJ8/vf6FE4c3oPQ6Zg87V3aduplU4xXTQ2rYFwJIYQObb70O4AhwA5glV2DUpRqYmCHOrz3SG/0Oh3frTzEe7/vsrru5Kjnm2cH065REMnpuUyYtZwL8ek4Ouj4ZEp/2jcKxiQlz32xgU0HtfJ31TtjCPFzIydPm4Bn5EuLSEjLKfbZV6p300BevbUlep1gwbYLfL76lNX1SX3qM65bbQwmSXJmHs//vJ+olBzCfV2Z+0AnhABHvY7vNp3lpy3W5cvXkzpRO8CNQW9vsDk+gIGd6vHeY/213+OK/by3YLvVdSdHPd9MHU67RiEkp+cwYebfXIhLZ1y/5jw1trMlXav6QXR79DsOnI7H0UHHnCkD6dWmNiaT5LVvN/LXphM2xbd3yzq+ffcVTCYT/W++k1vun1wszX//LOa3L/6HEII6jZvz1KxPARjboRa1GzYFICAknGkffgdAXNQFPpj2GBlpKdRv1oopMz/C0dHJpvgAdmxawyf/9yImk4lhYyYw/sEnra5/Ousl9u3YAkBeTjYpyYks2XEGgFV/LeDHz98HYMKjzzL45nEAFOTn89HMqezfsQWh0/HAUy/Ra9BIm2O8ampWOZslhBgA7EUb2P4+gBDCkTLqHVe1QiKEGA3cJ6W82Xw8HXhAStnQfDwSeFBKOcq8cNknQB/AhLaa8h+2f7gOv/EPEzfnVQwpSYS99C7Z+3dYVTgyt28kY4P2vcK1TSf8xt5P3IdvWK77jb2fnEN7LMeOYbXx7DmQmP97HmkwEPzkq2Qf2IkhodQxOWU6dWAlSbGnmDz7CFGnd7Bs/hQmvbq5WLpuQ5+mXrM+GA35fP/OEE7uX0mjNkMAaNF5DEPv/tAqvadPKPfP2IiDozP5uZl8/lJ7mrQbYam4XDGhI/Dex4ma9SKG5ERqv/khWXu2WyocABn/rSdtjbZotXv7LgTc9SDRs2eATkfIYy8Q+/m75F84i87DE2kwovPwJODOB7j48hMYM9IIfvhZXFu0JefwvorFVoRrrSZkndyLqSAXzyadKUhLxJSbZbnu5B+ONBjIOPKfVtEIb0j22UM4+YdrP8PRbQgHR9wbtiPz2A5A4BrRhIwjW5HGAlzCG+IcVIvcmDM2xbd90yqizp/ih2UHOHpgJx/MfIrPfi5eeM2Z+STPvvYpzVp3Yvqjt7Bj8z906TmYV9773pLm83en4e7hDcCyhd8C8M2fO0lJimfao7fw+YJN6HT2bOiUmK6jGokQ4mNgBNqaJL8CT0spbf9mpChVwF5lrU4n+ODxvgx/cRFRiZls/vBOlm4/w7ELyZY09w5qQUpmLi0f+I7bezfmrft7MPHt5dw/pCUAnR77kUBvV/5682Z6PPmL5YXGfbNXsudkvE2/D6sYBbx5eyvu+mwbsak5LH62J6sPxnIyLtOS5nBkGiPe20RugZEJN9Vh+qhmTJ6/h/j0XG6Zs5l8owk3Jz3/TOvDvwdjiU/PA2BI6xCy8w2lffSVx6gTfDBlIMOn/kpUQgabP72Hpf+d4tiFwmWP7h3ampSMXFreM5fb+zTjrQf7MHHmYhasPcKCtUcAaFEvgN9ev5UDp7Xf29Tx3UlIzab1vV8hBPh5utoUn9Fo5Ju3X2LG57/gFxzK9LuG0bH3IGo1aGxJE3P+DH/O+4SZ3/2Fh5cPacmJlmtOzi689+u/xe7704dvMeKuB7lpyGjmzpzK2j9/YfDYe4qlu9IYP3xzKu9+s5DA4DAeHTuQ7n2HULdhE0uax6cXLgi+6MevOHX0IADpqSl8/+m7fP77aoQQPDKmP937DsHT24efvvwfPn6BfL9yByaTiYy0FJviu9pqWJetJ4HvgLrAH8Av5vN1gQ9LzMHV77L1H9C1yHE3IF0IEWQ+7m5OA/ASEC+lbAw0Byr1usG5XiMMCTEYEuPAaCBr52bc2naxSiNzC79X6JxdrP6C3dp2wZAYR0H0Rcs5x9AI8s6eRObng8lE7onDuLXvZnOMx/csoc1NExBCENGwC3nZqWSkxlilcXR2o16zPgDoHZwIrdOWjJSoMu+rd3DCwdEZAIMhD2ky2RSfS4PGFMRFaxUuo4GMbRtw79DVKo0pxzJpAsLZhUvVdrdWHci7cJb8C2e1dJkZIE04BoVSEBuNMSMNgOzDe/HodJNN8QHo3b0x5eVgys8BKclPicPRO9AqjaNPIPnJ2u+1ICUeB08/La+rO4YMreCUhgKkwYDezavIzfXaz6VzwJSfZ3OM/61bxsBR4xFC0LxNZzIz0khKsP57TkqIITszg+ZtOiOEYOCo8WxZa92tUkrJ+lWL6DfsdgDOnz5Guy69AfD1D8LDy5vjh/egXFX3ADuBL4A/VGVEqabsUtZ2ahzC6eg0zsWmU2Aw8fuGE4zo2sAqzYhuDfhp9VEAFm06SZ+2tQBoWtuf9fu18jUhLYe0rDw6NAq2NZRSta3jy7mELC4mZVNglCzZE83AViFWabaeSiK3QGuN2XsuhVAf7Yt7gVGSb9TKTycHHTqdsORxc9IzqW8DPl51stIxdmoSyunoVM7FpGm/x/VHGXFTI6s0I7o34qd/DgGwaOMx+rSrU+w+Y/s25/d1Ry3H9wxpxbu/bAO0luukdNseX6cO7SWkVl2CI+rg6OjETYNHs2u9dSPx6j9/ZsjYe/Hw8gHA2y+gzHtKKTm0cwtdBwwHoPfI29m53vaG52MH9hBeux5hteri6OREv2G38N/aFaWmX7tsEf2G3QrAzi1r6dC9N14+vnh6+9Che292bF4DwIpFPzP+Ia2lRafT4e3rb3OMNyop5R4pZWsppZeU8j5p/rItpTwppfyqtHw2V0iEEHWFEMeEED8JIY4KIRYCWWgPxYbmZOFotaPu5uPuwBbz/v3ALHOQJillIpWg9/HDUKSGbkhJQu/jVyydZ5+hhL/1Bb633UPyAm1RZ+HsgteQW0hd8qtV2oKoC7g0aobO3RPh5IRrq/Y4lPM/XVkyUqLx8o8ojMUvnIyU6FLT52alcmLfMuo172s5d3TXX3zxUgd+/3gcaUmFlae0pIt88VIHPni6ATcNf7birSOAg18AhqQEy7EhORGHEv5n9B44gjr/m0fAnQ+QMP8LAJxCwwFJ2NSZ1Jr5Mb4jxgBQEBuNY1gEDgFBoNPh0aEbDv6Bxe55pXSOzlr3KzNTQS46c2Ws5DQSaTQg9I4YszPNlReBzskFBzdPdE5apSrn4jG8mnXFq1VP9C7u5CeVXQksS2J8NEEhhX/PgcFhJMbHXJYmhsDgsCJpwkmMt/63cGD3Fnz9g4ioo/3v1KBJK/5btxyjwUBM5DlOHNlHQmwk9iZNFd+qsSDgN7S50s8IIT4TQvS2c0zKDaw6lbVhAe5EJmRYjqMSMwj3d7dO4+9OZKKWxmiSpGfn4e/lwsGzCYzoWh+9TlAn2It2DYOJCPS05Pvy6UFs++Qupt3ZmcoI8XYhJrXwi3hMai4h3i6lpr+ja23WHy1smQn1cWHl1N5se30gX6w+ZWkdeXZ4U75ad5qcglLXdbtiYQGeRManW46jEjII9/ewTuPvYfldG02S9Kw8/L2sWzzG9GnKb+YKibe7Vg6+em9P/vv8Hn6aMZogHzeb4kuOj8W/SPnkFxxK0mU9Q2LOnyH6whlevnc0L949gr1b1lmuFeTnMXX8UF68ewQ71q0EICM1BTdPb/QOWscc/+BQkuNt620CWhkaFFIYY0BwGAlxMSWmjY26SGzkedp17anljYshMCTccj0wOIzEuBgy07UXp99+NIuHbu3La0/dT3Ji5VvtroaqGkMihBgihDguhDglhJhWwvVnhBBHhBAHhBBrhBDFa8ZXSWVbSJoAn0kpmwHpaAuIbQG6m1c7PglsMx87AG2AnUIIH3P+N4UQe4QQvwshSnxVIoR4SAixSwixKyEhoaQkFZKxfgVRLz1Cyh/f4zNce/PsM3Ic6auXIPNyrdIWxEaStvJPgp9+jeAnXyX/4lmwsfWhokxGA398PpHOAx/HN6g+AI3bDeeJ90/wyFu7qd+yP39/NcmS3tu/Fo+8tZsps4+wf/OPZKbFVVlsaf8u5fwz95O0YB5+N9+pndTpcW3cgthPZxP5xnO4d+yOa4u2mLIzSZj3CaFTphPxynsUJMaBqfIPdFvkJ0Vjys/Ds2lnXCOaYMhKMw+AEDgFRJBxdDvpBzdhzMnEOaSeXWIsau2K3y2tIwBDb7mbwOAwHhnXg0/feYEWbbqg0+ntGOGlQe01ZqBducwD7xZKKcegvU3eDDxr57AUpcaVtZebv+owUYmZbPloPO8+3JttR6Mxmmfou2/2Cjo99iMDnv+Nm1qGM75/s6v++SW5pWM4rWr78OWa05ZzMam5DHlnA73eXMNtnSMI8HSiebgXdfzdWHXA9i/QV1unpqFk5xk4ck6rXzrodUQEebHtcBTdH53P9iPRzHq4bzl3sZ3RaCDmwlle+2ohT876jC/ffJ4sc0+Iz5Zv552fV/Dk/33Kd+++SuzFc1UWx5VYt/xPeg0ehV5fdnlpNBpIiI2mRbvOzF20jhZtO/LF7FevUZRlkFVTIRFC6IFPgaFo5d2dQojmlyXbC3SUUrYGFgKzq+AnBCpfIbkopbz0FuZHoAdaM3F387YVbUBoF6AdcExKmYs2diUC+E9K2d6c7r2SPkBKOVdK2VFK2TEwsPQ368bUZKvWCwdff4ypyaWmz9q5ydKly7l+Y/xuu4eIWXPxGjAS72Fj8Ow7DIDMzauJmfksse++hCk7i4K40ls0SrJz9ed8OaMTX87ohIdPKOlJhW+0M5KjSm3JWPrtY/iHNKTr4Ccs59w8/C1ds9r1vp+Yc8W763j6hhEU0YILJ7YUu1YeQ3KiVeuFg18AhpSkUtNnbN2Ae8dulrw5xw5hykxH5ueRvW8nznW1pvysvdu5+OrTRL72DPnRUeTH2t76YCrIM7dqaHSOLpgK8spIIxB6B/MAdUlu1Akyjm0n68x+hN4BY142ejftLZ0pX3urlp8ah4O7d4Xi+uuXL3lwTFceHNMVv8AQ4ou0XCTERRMQFGqVPiAolIQi/5YS4qIICCr8t2A0GNi8+m/6Dh5jOad3cODxqbP5auE2Zn78G5kZaUTUbYhdSa2OXtGtuhJCtBZCXGoWdASOATfbLyJFAapJWRudmGXVqhEe4ElUUpZ1mqQsIgK0NHqdwMvNmaT0XIwmyQtzN9J18k+MfWMJPu7OnIxKseQByMwp4Nd1x+nU2PauXLFpuZYuWKC1eMSm5RZLd1PjACYPbMSkr3ZYumkVFZ+ex4mYDDrX96d9XV9a1/Zh8yv9WfjkTdQL9GDBZNu7b0cnZhARVNhdODzQk6ikTOs0SZmW37VeJ/Byd7bqgnV732b8Zh5LAlr3rKycfP7afBzQunm1bWTdVe1K+QWFkFSkfEqOi8E/0Ppe/kGhdOo9CAdHR4LDaxNapz4x5i7b/ubyLjiiDs07duPssUN4+viSnZGG0aCNwUmKi8EvyLb4QCtD42MLY0yMiyYwOLTEtOtW/Em/4bcW5g0OJaHI95CEuGgCgkPx8vHDxdWNngO1pTJ6Dx7NySMHbI7xqqqaldo7A6eklGeklPnAAmC01cdKua7IAofb0J4nVaKyFZLLf1yJ+a2NedsqpcwAXNAG1F3q05oEZAOXpsH6HWhfmUDyzp3EIShU6xqkd8C9Uw+y9++wSuNQ5Euha6uOFJi70cTOfpHI6Q8ROf0h0lcvIW35QjLWaQO3dZ7aF1O9XwDu7bqStX1jheLqNOBRHn5zJw+/uZMm7Ueyf8uPSCmJPLUdZ1dvPH2K/w+0duGr5OakMXj8+1bni443ObFnKQFh2iwW6cmRFJi/TOdkpXDhxBb8QxpTUblnTuAUEoZDYDDoHfDs2pus3dus0jgWacZ1b9uZAvP/1NkHduNUqy7CyRl0OlybtbIMhtd7ab9DnZsHPgOHk77O9n6jxqx0dM6uWoVDCJx8gylIs36bV5CagJOf9nt19A3CkGEelCZ0YB4A7uDpB1Jiys3CVJCL3tUd4eCo5fH0w5hrXciW5+Y7H+arhdv4auE2evQbyb+Lf0ZKyZH9O3D38MI/0Prv2T8wFDcPT47s34GUkn8X/0z3vsMt13dvW0utek2smpVzc7LJydbi2vXfGvR6B+o2uDZvEstyPbWQAN8C+UIIN7SxJG8D39g3JEWpHmXtrhOxNAzzoU6wF44OOm7v3Zhl205bpVm27TR3DdCeS7f2bMQG87gRV2cH3Jy17jr92tXGYDRx7EIyep3A30t7geSg1zGsSz0Ony/9RVh59l9IpV6gO7X8XHHUC0a2D+PfQ9YtGy3CvZh1R2se+HonSZn5lvMh3i44O2plhJerIx3r+3E6PpMft5yn8yv/0uONNYz5cAtnEzIZ98lWm2PcdTyGhuG+1Anx1n6PfZqx7D/rmcCW/XeSuwZpEwHc2qspG/YVTi4jBNzWuym/rz9qlWf5ttP0alMbgD7t6nDsvG298xq2aEvMhbPERV2goCCfLav+pmOfQVZpOvUdwuFd2j+z9JRkYs6fITi8NpnpqRSYx2CmpyRzfN9OIuo3RghBi47d2bZ6GQAblvxOp8vuWRFNW7Uj6vwZYiLPU5Cfz9rlf9Kt75Bi6S6cOUlGWiot2lrW6aPTTf3YtWU9GWmpZKSlsmvLejrd1A8hBN36DGLfDm2yoT3bNlKnyCB5e5HY1jpiLmsDLrV8mreiU7CGAxeLHEeaz5XmAaD0gTqVVNlZtmoLIbpJKbcC49G6NxwFwtDe4DxmTrcPeAR4AUBKKYUQS9AenGuB/sARKsNkIvnnrwh+6lUQejK3rKYg+iI+o+4k7/wpcvbvxKvvMFyatwGjEWNWJonfljrY3yLo0ano3D3BaCDp57mYcir2RbWoRm2GcurASj55vhmOzm6MmlQ4tufLGZ14+M2dpCdHsnnJ2wSENmHuq1oLzqXpfXf88ykn9i5Fp3fAxd2P0eb8CdHH+PeXqQghkFLSbejTBNdqWfEATSbiv/uc8KkzQacnfcM/5EddwO+2ieSdPUHWnu14DxqJW8t2YDRgzMok7gut0mTKziR1xSJqvfkhSEnW/p1k79sJQODER3Cqo3U7S170s6USYxtJzsXjuDdsB0Jo3bBys3AJrY8hOx1DWiL5SdG41W2BZ/Pu5ml/tYGBOkcnLR9gys8l6/xh7Y4F+eTGnMGjcUdtSuj8XLLP2f7PsUvPwWzfuIoJw1pZpv295MExXflqoVbJe+rlD7Rpf3Nz6dxjEF16Fi53sW7FQqvuWgCpyQm88MhodEJHQFAo02d9bXOMV4sErrN1EXVSygwhxC3Acinlk0KIavKKTLmBVYuy1miSPP35OpbMvAW9XjD/n8McvZDMjIld2XMinmXbz/DdqsPMe34wh765l5SMXCa+rb3cC/R2Y8lbN2MyaW//H3hPezHl7Khn8cxbcHTQodfpWLf3AvNWHrI1RIwmySt/HOL7R7ui1wl+23aRk7GZPDO0CQcuprL6UBwvjm6Om7MDn93bAYDolBwmfb2ThiEevHxzC6SUCCGYu/Y0x2MyyvlE22J8+uN/WfL2WPQ6wfyVBzl6PpEZ9/Rgz4lYlm09xXcrDjBv2ggOzX+IlIwcJr612JK/R+taRCZkcC4mzeq+L3+1nm+mjeDdx5xJTM3m4feW2xSf3sGBB6bO5K3HxmMymeg7+g5qNWjCgs/epUHzNnTqM4i23fuwf+sGnrq1Dzq9nolPzcDTx4/j+3by5VvT0AmBSUpuvm+yZXauCU++xJxpj/HLZ7Op16QF/S51+bYxxikvv83USbdjNJkYeut46jVqyrcfzaJxy7bc1G8oAGuXL6LvsFsQonCCAi8fXyY++iyPjh0IwMTHnsPLxxeAB599lVlTH+WzWS/j7efPC299bHOMV1MlXuQlSik7VvbzhRATgI5oU+JXCWHrDymEqAusBHYBHdAechOllNlCiGWAt5SyhzntvWhvHsOktjAK5oExPwA+QALaFIYXKEPHjh3lrl27OPfgzTbFXJXqfvWXZf/V7/NLT2hHr99dON/3ybuG2jGS0jX6qbDynbpntR0jKZlP+wGW/XWHsstIaT99W7rRpEV7jh/eI8pPXTmhdTvI+1/5r/yEl/m/B1x2X42H5NUmhNgDTATeBL6UUq4SQuyXUraxc2jKDcqeZa3r0A+q4keqlJwVT1n26zxp+7pgVen8h4XrVrgOeMeOkZQsZ/VUy/7CfRXrhn6tjGlb2Btj3THbW8yqUt+m/jRp2Zbjh/ZVaVnrGNhA+o1+26a88d+MLbWsFUJ0A16TUg42H08HkFLOuizdAOBjoLeUsspG+Ve2hcQgpZxw+Ukp5fDLjr9Dm5O46LnzgJ1XdVMUpbKqdw+sCpuG9uVtL/CPEMILqNxKnopSeaqsVZQblayydUh2Ao2EEPWAKGAcWgushRCiHfAlMKQqKyNwna3UrijKtWe6jvpsSSn/Af4pciqdMhZyUhRFUZQqVwXFrJTSIISYDKwC9MA8KeVhIcQbwC4p5WLgXcAD+N3c7e2ClHLU1Y+mEhUSKeU5wIaBCoqiXC9qwCD1ChFCPCyl/LL8lIpybaiyVlGUqipnpZTLgeWXnXulyP6AYpmqyNVeqV1RFKUmu35qV4qiKIpSQ6guW4qiVEo1X3m9QqSUc+0dg6IoiqJccmna3+udqpAoilIpphvgQakoiqIo9qIqJIqiKOW4ER6UiqIoimIXV7bqeo2nKiSKothMyutrli1FURRFqW5uhBd/qkKiKEqlXK/PSSFEGHA7ME5K2c3e8SiKoig3JlUhURRFKYe8jlpIhBBBwG3AHYA/8Adwv12DUhRFUW5oqkKiKIpSBinl9TaoPRL4FZgipTxo72AURVGUG9uNMsuWWodEUZRKkSZZ4a0aewNoC3whhHhCCBFi53gURVGUG5msxFaDqAqJoiiVcj1VSKSUM6WUrYCHgUBgnRBinZ3DUhRFUW5gUkqbtppEddlSFEW5jJTyEHAImCGEaG/veBRFURTlelYjKyR1v/rL3iGU6fW7newdQrka/bTC3iGUy6f9AHuHUKa+Ld3sHYL9SajGDR4VJoRwAV4GBptP/QO8Zb+IFMV+clY8Ze8QynT+w5H2DqFcOaun2juEMo1pG2bvEMrVt6m/vUOwu5rW2mEL1WVLUa5DTnFnrsnnSK6vLlvAB4A3MB5wBg4DH9szIEVRFKV6Onkh8Zp8juqypSiKUqaa99ArR3cpZWsAIYRRSvmzEOIJewelKIqi3Kiuu3K2RDWyQnLoVIy9QyimZcNQy37CK9Vz2YLAN+ZZ9uevr57/uO/pIyz7a+q2smMkJet/rnAm2LMPjLZjJKWr983f1+7Drr+V2oXVgRDegKOdYlEUu0rPNdk7hGK8XAo7driNmVdGSvvJXlj4HeDO7/faMZKS/XJ3O8u+a+dn7RhJ6XJ2vG/Zd+0/y46RlC5nzfRr80E1cMYsW9TIComiKNXHdfbm5qwQoq2Uch/gA+wAnrNrRIqiKMoNS3LdlbMlUhUSRVFsdmkMyfVCSjmqyOEQ4IKUMsde8SiKoiiKqpAoiqKURV5fFRIhRO/LToUIUdiLS0q54dpGpCiKotzwVIVEURSlLBLT9fWgLKtDtQBUhURRFEW5dqQEWf3Gc11tqkKiKEqlXE8tJJd12VIURVEU+7u+XvyVSK1DoiiKoiiKoiiK3agWEkVRbHajzP6hKIqiKHajumwpiqKU4fpbh0RRFEVRqpcb4MWfqpAoilIp19MYEiHEROC0lPI/83Eb4H4gBvhQTQGsKIqiXFs3xqB2NYZEUZRKkEhZ8a0aew44AiCEcAP+Ac4BAcBX9gtLURRFuSFpC37ZttUgqoVEURSbabMR1qyHXnmklKnm3UHAKSnlHAAhxAG7BaUoiqLcuKr3i7yrQlVIFEWplOtsDIlOCOEkpcwHBgJri1wTpeRRFEVRlCpyY3TZUhUSRVEqpZp3waqopcAKIcQR4E6gM4AQohGQYs/AFEVRlBvU9VXOlui6qpBIKXn7zRls2rAWF1dXZr4zh+YtWhdLd/jQAV6e+hR5ubn07N2PaTPeRAjBqhVL+Pyj9zlz+iS//LGcFq3aWOWLiY5k9NA+PDblWe6d9GiF43Ns2BKPYeMRQpCzZxM5m5ZbXXfp2AfXLv3AZELm55GxeD7GhGgAXHsOw7V9T6SUZC7/iYJThwHwe3o2Mj9Xy2MykfrlGxWOqygpJT99/CQHtq/AycWNSVO/pW7j9sXSLfz6Jf775weyMlL4ckWG1bUd637jr/mvA4LaDdrwyIyfOH9qH9/PeYycrHR0ej0j73qRLv3usClGv9430fiVqQi9nuhfF3H+829KTBc4ZACtv5jDjpF3kHHwiOW8c1gIXf/9m7MffMaFr+YDUOu+uwgbdxsIQfSCP7g470ebYgNwbdkOvzsfRAgdGZv+JW3FH1bXPXsPwavfUKTJhMzLJXH+ZxTEXMTBP4jwmZ9QEBsFQN6ZEyT98DnCyYmgR6fiEBgCJhPZ+3eS8sf3Nsd3VUl5XQ1ql1JOF0LcCtQBukkpT5kvnQOG2C0wRakmVv+zkqnPPY3RaOTuex/gmeenWl2/cP48jz8yiaTEBHx9/Zg773vCIyIs19PT0+nSriXDR47mvQ8+BmD4oH7Exsbg6uoKwJ9LVhIYFGRzjAPbhvPufV3R6wTfrTnB+39Z97a8qVkw797XhZZ1/Lh7znr+2nYOgNZ1/fjwwe54ujliNElm/7GfP/47C0DvlqHMursTjg569p5J5NHPNmOsxLOvTZgnd3eKQCcE604lsfhQXInpOtf25uk+9Xlp2THOJOXQwN+NSd1qASAQLNwfw66LaRW655UY2LUJ7z17M3qdju/+3s5736+1uu7kqOeb18bTrmkEyWlZTHjpBy7EpNCvc2PefHwYTo4O5BcYePHjpWzYpT1GX3t0KHcN64iPpyuBfV60OTZLjJ3q897jA7QYl+/jvQXbisc4dQTtGoeSnJ7DhDf/4kJcGuP6t+CpsV0s6VrVD6LbI/M4GZnMT6/cQv0wX4wmE8u3nmLG1+srHedVoVpIKkYIMRq4T0p5s/l4OvCAlLKh+Xgk8CBwF7CpSNYI4Ecp5VOV+fxNG9Zy/vxZlq3ewoF9e5j5ynR+/mNZsXQzX53GazPfpXXb9jw6aQKbN66jZ+9+NGrUlDmffs0bM6aWcHd49/9ep0evfrYFJwSeIyaQOv99TOnJ+D78CvnH9lkqHAB5B7eRu2s9AE5N2uIx5A7SfpiDPjAMl1ZdSP5kBjpPH3zufY7kD6dbasyp385GZmfaFtdlDmxfQVzUKd758QSnj27n+zmP8crn24qla9t9JANumczUCY2tzsdGnmTpz2/z0sebcff0JT0lHgBnZzcenD6fkIhGpCRG89rDHWnZeTDuHj4VC1Cno8kbL7F3wkPkxcbSafECEv9dR9apM1bJ9O5u1LpvAml79xe7ReOXnydp/WbLsXvjhoSNu42do8cjCwpoO/8LEtdsIOf8xYrFBiB0+N/1MLHvv4ohJYmwGe+RvW8HBTGF98rcvoGMDSsBcGvTGb877ifug9cBMCTEEv3608Vum7byL3KPHwS9A6HPvYFry/bkHNpT8fiuMm2s3fVTIRFCtAcOSSkXmY/d0caSxEgpi/+PoCh2YK+y1mg08uxTU/hr2SrCwyPo26MLw0aMpGmz5pY0L09/njvvmsD4CfewYf1aXn/lRebOK3yB8tbrr9C9R89i9/7q2x9o36GjLWFZ0ekEcyZ1Y8Qbq4hKzmLT26NYtusCxyJTLWkuJmbx0KebeHJUK6u82XkGJn28kdOx6YT6urJl9mhW74siPSefryb3ZNjrKzkVk86MO9oxoU9D5q89aVOMQsB9XWrxf/+eIim7gLeGNWH3xTSi0nKt0rk46BjSLIiTCVmFsafm8NKy45gk+Lg68PaIpuyJTENyZfe8Ejqd4IMXbmX45C+Jik9j8/ynWLrpMMfOFlZw7h3VhZSMbFreNovbB7blrckjmPjSDySlZjHm2XnEJKbTvH4ISz56iAYjtBelyzcd5ovfNnPwj+k2/d6KxfjEIIa/sICohHQ2f3YvS7ee5Nj5pMIYh7YhJTOXlnd/we19m/HWg32YOPNvFqw5zII12kvdFvUC+e2N2zhwOh5XZwc++H07G/ddwNFBx4r3xjOoc33+2XGmtDCuDSlviBaSqz3L1n9A1yLH3YB0IcSlVx3dgf+klBlSyraXNuA8sKiyH75u9SpG3TwGIQRt2nUgIyONhHjrNwQJ8XFkZmbQpl0HhBCMunkMa//VvhzWb9iIevUblnjvNf+uIDyiFg0bNS7xenkcIupjTI7HlJIARiO5B7fj1LStVRqZV/jgEE7Oln2npm3JPbgdjAZMqYkYk+NxiKhvUxzl2bvlb24aNBEhBA2bdyU7K5XUpJhi6Ro274qPf2ix8xuWfkX/mx/D3dMXAC9f7a8+pFZjQiIaAeAbEIaXTxAZqQkVjs+rbStyzl8g92IkssBA3JIVBAzqWyxd/Wcnc/6LbzDl5VudDxjUj5yLUWSdPGU5596wPun7DmLKzUUajaRs30XgkAEVjg3AuX4jCuJjMSTGgdFA1o5NuLXrbJVG5hbOHCucndG+1pdO5udrlREAo4G8C2dw8PO3KT6lXB8DJgAhhAA2A/cC7wshXrJjXIpSlF3K2t07d1C/QQPq1auPk5MTt95+B8uWLrZKc/zYUXr11l7c9erdl+VFru/ds5v4+Dj6DRhoawjl6tgwgNOx6ZyLz6DAYGLhljOM6FTbKs2FhEwOnU8pNv7tVEw6p2PTAYhJySE+LZcALxf8PV3IN5g4FaNdW3Mgmpu71rU5xob+bsRm5BGfmY/RJNl6LoWOtbyLpRvbNpQlh+IoMBa+Hc83Si6F7agv/Ap3pfe8Ep1a1OZ0ZBLnopMpMBj5/Z+9jOjVwirNiN4t+WnZLgAWrT1An05a+b7/RBQxidrv6ciZWFycHXFy1AOw49AFYpOse1TYqlPTME5HpXAuJpUCg4nf1x1lRHfr72cjujfip38OaTFuOEaf9nWL3Wdsv+b8vk7rQZGTZ2DjvgsAFBhM7DsZS3iA51WJVymfzRUSIURdIcQxIcRPQoijQoiFQBbaQ/HSt/pw4A+0hyPmP7dcdp/GQBDWb3FsEh8XS0homOU4OCSM+LjYYmmCQ0LLTHO57Kws5s39jEenPGtzbDpPH4xpyZZjU3oKei/fYulcOvfD76m3cR90O5nLfgJA7+WLqUheY1oKOk8f85HE++5n8XnkFVw69LY5vktSEqPxC6plOfYNiCAlMeqK88dGniT24glmTu7BG49148COlcXSnDm6A4Mhn6CwBhWOzyU4iNzowr+vvJg4nIODrdJ4tmiGS2gISeus/0np3Vyp+8j9nP3wc6vzmcdP4tOpPQ4+3uhcXAjo2xOX0JAKxwag9/HHmJxoOTamJOHgU7zy4Nl3GBGzvsDv9ntJ+rlwNlmHgGDCXp1DyAtv4dyoebF8Old33Np0IudI9ZnwySRNFd6qMe8i3bR6Aq5SytFAb7QxJYpyTVWnsjY6OorwiMLyITw8nJgo6/KhZavWLPn7TwCW/P0nGRkZJCclYTKZeHna88yc9W6J93784Qfo0aU9s2fNrNS4tDA/d6ISC1sUopKyCPNzq/B9OjYMwMlBx5m4dBLTc3HQ62jfQHuW39K1LuH+7jbH6OvmRFJW4cuypOx8fN0crdLU9XPFz92JvVHpxfI3CHDj3VFNmT2yKV9vu4hJXtk9r1RYoDeRcamW46j4NMIDvS9L42VJYzSaSM/Mwd/b+ndyS7/W7DseSX6B0aY4yowxwIPIhMLfTVRCRrHKQ1iAJ5HxWhqjSZKelYe/l6tVmjF9mvHb2iNcztvdmWFdG7Ju7/mrHrtN1LS/5WqC1ky8RQgxD3gM7SHYXQihB04C24DBQoilQBtg52X3GAf8Kkt5AgkhHgIeAqhdu3ZJSarcZx+/x8T7HsTN3fYH0JXK3bGW3B1rcW7VBbfeI8n4s+TxEZekfj0LU0Yqwt0Tn3uew5gYQ8H5E1UeZ2lMRgNxUaeY9sE6UhIimfVkb96cd8DSNSs1KYa5s+5m0rTv0OmqYBkcIWg043mOPPdysUv1nnqMC9/8gDHbem277NNnOffFPNr9MBdjdg4ZR44hTVf/AVpUxrrlZKxbjnuXXviMGEvivA8xpCVz8flJmLIycKrTgODJLxI5Y3Jhi4pOR+DDz5K+eqnWAlMdyOuryxZgKLLfD1gDIKU0CCGq9h+FopSuxpS1M2e9y3NPT+GnH+dz0009CQsLR6fX8/WXnzNw8FCr8SSXfPXtD4SFh5ORkcHEO8ew4OcfuPOuu22OobJCfFz5ekpvHvxko6WnzN1z1vHOvV1wdtCzZn9Ulc4uKICJHcP5fMuFEq+fTszm+cXHCPN25tGb6rC/hEqLvTWrH8zMycMZMWWuvUMpVaemYWTnFnDkXKLVeb1OMP/l0Xz2527OxaTaJ7jL3QBdtipbIbkopbz0FuZH4AlgGdrbGT2wFdgBvAK0A45JKS/v0DgOmFjaB0gp5wJzATp27Fjsb+SXH7/lj1+1loSWrdsSG1M4JiMuNpqgYOs33UHBIcTFxpSZ5nIH9+/l35XLmDN7Jhnp6QidDidnZ8ZPvL/MfEWZMlLRe/tZjnVevhjTS5+0J+/QDjxGToQ/wZiegq5IXr23L6aMVMt9AWRWBnlH9+AQUa/CFZLVf37KhmVfA1CvaUeS4wvHO6QkRuIbEH7F9/INDKdBsy44ODgSGFqP4IjGxEWepH7TTuRkpTNn+ghue2AmDZt3Lf9mJciNi8clrPDvyzk0mLy4wi/neg933Bs3pP2CeQA4BQbQ5uuP2T9pCt5tWxE0bCANpz+Ng5cnmCSmvHwiv/+FmN/+JOY37a1eg+efIDfGti/8xtQk9H4BhfH4+mNITSo1fdaOTQRMeIREAIMBk0Frzs4/f5qC+Bgcg8PJP6+9sA+453EK4mJIX73EptiqguT6GtQOnBJCvAnsQ/tyNg5ACOEHqAqJYi92L2sBwsLCiYosLB+ioqIIDbcuH0LDwvjpV20ij8zMTBb/tQgfHx92bN/K1i2b+Wbu52RmZVKQn4+7hwevz5xFmPkenp6e3H7HnezeudPmCkl0chbhAYUvD8P93YlOzr7i/J6ujix6cSCv/bKbnScLuxXvOJHAwBnaRDT924TRMMy27lAAKdn5+Ls7WY793ZxIyS6wHLs46qjl48org7UGMG9XR57r24D31p3mTFLhC7XotDzyCkzU8nUp954VEZ2QRkSwj+U4PMibqIS0y9KkExHsQ1R8Gnq9Di8PV5LSsizpf519H5Ne+4WzUaWXf5URnZhJRKBXYYyBnkQlZlyWJoOIIC+iEjPQ6wRe7s4kpRf+/m7v24zf1hVvHfn0maGcjkzhk0WX1+nt5caY9reyr6gvf2hJzG9tzNtWKWUG4AL0Qev3aiGEaAM4SCl32xrAnRPuY+GS1Sxcspp+A4aw+K+FSCnZv3c3Hp5eBAZZd+cJDArGw8OT/Xt3I6Vk8V8L6TtgcJmfMf+Xv1i1fger1u9gwr2TePCRKRWqjAAYos6i9wtG5xMAej0urbqQf2yfVRq9X+GsIk6NW2NM0gaE5x/bh0urLqB3QOcTgN4vGEPkGXB0Qji5aBkcnXBq0AJD3JV3r7pkwC2P8+bXe3nz6720v+lmtvzzA1JKTh3Zhqu7d4ljRUrTvsfNHNu3AYCMtETiIk8QFFofQ0E+H824le6DJtKp95gKx3hJxv5DuNWtg0tEOMLRgeCRQ0n8d73lujEjk03te/FfjyH812MI6XsPsH/SFDIOHmH32Hst5y/O+5Fzn35F5Pe/AODor1X4nMNCCBwygLjFy0v6+HLlnT2JY3AoDgFBoHfAvXNPsvftsErjEFT4+3Rt3ZGCeK2CrPPwAqH9L+kQEIxjcBiGRK17mu8td6FzdSN5wdc2xVWVrrOV2h8CvIG7gWlSyo3m807Aw3aLSrnR2b2sBWjfsROnT53i3Lmz5Ofns+j3Xxk2fKRVmqTEREzmxVL/9+7bTLjnPgC+/u5HDp88x8HjZ5g5azbjxk/k9ZmzMBgMJCVqb6gLCgpYuXwZzVpYj1eoiN2nEmkY6k2dIA8cHXSMuak+y3aW3NJwOUcHHQte6M9PG05ZZt66JNBLK2udHHQ8c3Nrvv7nmM0xnk7KJsTTmUAPJ/Q6Qbe6vuy+WPiFP6fAxEO/HeSJRUd4YtERTiVkWSojgR5O6MwrIgW4OxLm7UJCZn6596yIXUcu0rBWAHXC/HB00HP7oHYs23TYKs2yjYe5a7g2CcGt/VqzYZc2wN/bw4VFcyYx45NlbD1wzqbPv6IYj0XTMNyXOiHeODrouL1vM5b9Zz3JwLKtJ7lrUEstxt5N2VCk+5UQcFufZvy+7qhVnlfv64W3uzPPffZvlcVuk0sD2yu61SCVbSGpLYToJqXcCoxHGwB6FAgDeqA1K4P2tvER4IXL8t8J/FLJGCx69unPxg1rGNa/uzbt79tzLNfGjBzAwiWrAXj5tVm8PPUpcnNz6dG7Lz3NA/DW/LOC/3vjZVKSk3jswYk0bdaCL7+9SuGZTGQu+xHvu59B6HTk7tmMMSEat343Y4g6R/7xfbh06Y9Tg+ZgNGLKzSJjkfbl05gQTd6hnfhNmYk03wcp0Xl4433nZO3+Oh15B7ZTcOpQpcJs03UYB7Yv54UJjXB2duOBqfMs12ZMasebX+8F4NcvXmDbml/Iz8vm6dtr0Wv4A9xy72u06jSYwzv/4cV7W6DT6Rn7yGw8vP35798fOXFgI5npSWxeqU21O2nat9Rp2LZC8UmjkeOv/B/tvv8C9HpifvuTrJOnqf/046QfPEzi6vU2/dytP/8fjr4+mAwGjs94C0O6jQPvTCaSfppLyNOvgU5HxuY1FERfxGf0ePLPnSJ7/w68+g/HtVkbpNGAKTuLhG8+AMClSQt8R49HGg0gJYk/fI4pKxO9rz8+I8aSH32RsFf+B0D62uVkbqoGD0yJ5cvH9UBKmYz29vny87FA2YPNFKXqVIuy1sHBgffmfMStI4diNBqZcM99NGvegrfeeJV27TswbMQoNm1cz+uvvIQQgu49evL+B5+Uec+8vDxuGTUUQ0EBRqORPn37c+/9D9oco9EkeebrrSx+eTB6neD7tSc5GpnKjDvased0Ist2XaRDgwAWvNAfH3cnhnWsxct3tKPj039yW7d69GgWgr+HMxP7aIO0H/p0EwfOJfPU6FYM7VALnRB89c9RNhwqPtnLlTJJ+G5HJNMHNEAnBOtPJRGZlsuYNiGcTcpmd2TpXbCaBLkzumV9DCaJlDBv+0Uy8rTG25LuaQuj0cTT7y5iyUcPad2Xluzg6Jk4Zjw0mD1HI1m26TDfLd7OvNfHc+iP6aSkZzPxpR8AeGRsDxpE+DN90kCmT9ImLxg5ZS4JKZm8NWUEdwxqh5uLI6eWzODbxdt566t/bIvRJHn6439Z8s44LcYVBzh6PpEZ9/Zkz/EYlm09xXfL9zNv+kgOff8IKRk5TJz5tyV/j9a1iYxPt+qSFR7gybQJN3HsfCJbv9BeOn/x926+W158ts5rSpvO0r4xXAPC1reVQoi6wEpgF9ABOAJMlFJmCyGWoQ0O7WFOey/wLRAmpYwpco8zwDAp5RW9aujYsaPctWsXh07Z/iCoKi0bFr71TnilYq0n10rgG4WVi/nrq2fN+Z4+hYthr6nbqoyU9tH/3EHL/tkHRtsxktLV++ZvWgX4cDAxtcpXFvcJbCl73PxbhfMt+7rFbimlTXN8mrtP/QrURVsfZKyUssT+j0IIL7Rn019Sysm2fJ6i2JM9y9r03Or3JcjLpbBjh9uYeWWktJ/shYXfAe78fq8dIynZL3e3s+y7drZ9sp6qlLPjfcu+a/9ZdoykdDlrpqPzisCUHlmlZa3OM1w6t7etgT5346s2l7XXWmVbSAxSygmXn5RSDr/s+DvguxLSVc3ctYqiXBMSibz2b26mAWuklG8LIaaZj0tePAjeBDaWck1RagpV1irKDUuNIVEURSmbeZatim6VNBqYb96fD9xcUiIhRAcgGLCtT4CiKIqiVAdq2t/SSSnPAS2vXiiKotREdphlK7hId5RYtEqHFSGEDngfmADYtsqlolQDqqxVlBucpMYNULdFZbtsKYqi2CJACLGryPFc87SjAAghVgMlzcdttVq6lFIKIUp6Uj8GLJdSRmoLriuKoiiKUl2pComiKJUgbV15PbGsgXZSylJbNYQQcUKIUClljBAiFIgvIVk3oKcQ4jHAA3ASQmRKKafZEqyiKIqi2MeNMYZEVUgURbGZtM9K7YuBe4C3zX/+fXkCKeVdl/bNMw91VJURRVEUpUa6AbpsqUHtiqJUijSZKrxV0tvAQCHESbTxIW8DCCE6CiGq38qRiqIoilIZalC7oihKGezQQiKlTAL6l3B+FzCphPPfUcJUqIqiKIpS/dW8VddtoSokiqJUgl3WIVEURVGUG8MNslK7qpAoimIzCZiu/RgSRVEURblxqBYSRVGUMkiuxpgQRVEURVFKpGbZUhRFKcdVWXldURRFUZTSqBYSRVGUsqkxJIqiKIpShW6AclZN+6soiqIoiqIoNxghxBAhxHEhxCkhRLG1uoQQzkKIX83Xtwsh6lZVLKpCoiiK7czT/lZ0UxRFURTlCkjMqxDbsJVBCKEHPgWGAs2BO4UQzS9L9gCQIqVsCMwB3rn6P6CmRnbZatkw1N4hlCnwjXn2DqFc9/QR9g6hXP3PHbR3CGWq902xBcJvOBKpBrUrynXKy6V6v7PMXni/vUMo1y93t7N3CGXK2fG+vUMoV86a6fYOwc6qbFB7Z+CUlPIMgBBiATAaOFIkzWjgNfP+QuATIYSQ8uoPahFVcM8qI4RIAM7bOw5FqQHqSCkDq/pDhBArgQAbsiZKKYdc7XgURak8VdYqyhWr8rK2EuUsgAuQW+R4rpRyrvm+Y4AhUspJ5uOJQBcp5eQin33InCbSfHzanCbRxnhKVaNaSK7FFyxFUa6cqlQoyvVHlbWKUn3cKOVs9W6PVRRFURRFURTlaosCahU5jjCfKzGNEMIB8AaSqiIYVSFRFEVRFEVRlBvLTqCREKKeEMIJGAcsvizNYuAe8/4YYG1VjB+BGtZlS1EURVEURVGUypFSGoQQk4FVgB6YJ6U8LIR4A9glpVwMfAP8IIQ4BSSjVVqqRI0a1K4oiqIoiqIoyvVFddlSFEVRFEVRFMVuVIVEURRFURRFURS7URUSRVEURVEURVHsRlVIFEVRFEVRFEWxG1UhURRFURRFURTFblSFRFEURVEURVEUu1EVEkVRFEVRFEVR7Ob/AdEqUp6NaHLCAAAAAElFTkSuQmCC\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plot_heat_map(ss_carray_vel, ss_parray_vel, 'vel SS')" ] @@ -582,7 +1230,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -592,18 +1240,44 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plot_heat_map(cl_carray_vel, cl_parray_vel, 'vel CL')" ] @@ -617,7 +1291,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": {}, "outputs": [], "source": [ @@ -627,25 +1301,51 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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t/i0iC8Q/HWQw+fsuX4vznSEix4kz3WLlG2a9z02vzkJjB+L8+8bg9GOejNO9YT3Ov3mhiAzBGYT5rj+WY/zX2w3SGNPoWF5bd80trw1WPut/f8tr9zJl/e6aFBGJV9WsSvvRgEdVi0WkO04T7RpVvcd//nL8A85wmk1zgHPUP791A8UYpc5KtGX7CUCWOvOW7wvcCsxX1cf85x/AKfl/CvwH5w/u4oZqgty+BsZ/Iw/1f4ddgDtxVve923/+JGAoTs3UkVR8h8UNEd/uiMhxOFMtzsaZteR3IAln5pM/VXXGHoihJU7/1j9F5DacGrqn/efm4gzGu09EWuPMJDIQ+D9V/UAqZo/prKrrGjpWY4ypLctr6yW+JpvXNoZ81h+H5bV7gUbfQrIjlW+QfgNw5qZGVVcBnwPjRaSNiPTEKWXPUtWPcWbjiMDpf8h2tT51JlLev7LyDdINHODfUNVFOIPsxoljoP/ce6o6G6dGIhwI9Z+v95lMym6QZfHizBwyzn9uLfA6zuq+nf03zaE4zctPqOrROIMg2/nfY4/+HvlvOtfgzIk/V1VPB57HWe33NuAWcRal6tqQcahqpjp9icH59zpfRHqLyP9wVhm+T0QicZrs7wFOASb6M6iyPsxrRGRoQ8ZpjDGBsLy27ppqXttY8lmwvHZv0SQLJDuQAPyfiNwqTp9NcH5ps3EWgErAKdmDM0jvQFXdKiJXA6+JyH/qK5Ad9an0Nx1GA6/6Y+yCU0OT409/Pk6t03z/Jf2B7jj9Ju8D3heRe+srxp3E2w14WESu82ccPpy5vlOBg3Buoj8DiDMwsK+qrhWRk4HnReSmhohvJ84HinAGtu3jz0SG43xv/1HVCcAc4JztL2zA5uU7cfq3ngZcDVzkz6Cfxakp/Apn0OUI/APx/DfT71R1rj8zbJDYjDGmnlheW/d4m0pe2+jyWbC8tjlrkl22dkRE2gL3AoOAv3B+KRcC9+P8UsYDP+HUTDyKM2DvCpxBZFfiTON3lapOb+AY78fpmzsLpyk0DKfZeBvOiqR/40x39wTOVHsn4fzh3YUzF/yF/r6pDRFfZ5zahX7AOpz+ml/hfK+DcWZT+QhnCsN/48zDPgF4DjgBpz/vDar6S0PEVynOUKCdqqaIyCc4/56TcDKi6/zNs48DJap6i7+5t62q/tOQcfljC8NpXn9JRE4ADlPVy/3n5gGrVPUkf63SApwVhddu9x6uhuo+YIwxdWF5bb3E1+jz2sacz/rjs7y2mWkWBRKpNJuCiHRV1TX+5tHngQWq+ow4A59GAL+r6h/iTM+3sFI/xPFAlKp+tAdiTFbVjf7m1+9xpgf80N+c2A9ncaeVIjIZp2/kq/7rjsL54/+5AeIr/8MUkd7AGpxao3/jTKn3OE7NyChgkapOFZH7gTR1Fqoq6/saq6qv1Hd828cpIqH+PsIvAMuBM4EnVPUNEemHc+PcjDNTxyNABtARuFVVv2uo+LaL9RTgIZwapDic38djVXWOOLPS/KGq/xaR03EywmfVmSXGGGMaHctr6yW+Rp/XNqV81h+v5bXNQKOb9jcQ6syp7nJe6hr/4a5APk7NTbV5w3FuTk+LiAd4FWc6wwYrnZXFqKo+/w1ScGo5luH0ccVfG1O5RuYz4C5x5ix/C5iG07zbEPH5KsW3DEBEOuIs7PSXqubjDGybXemy+cALIlKI8x1+QQN+h2Vx+v9fNl3j/TiLX60ADhVn/vl7cQZVxuMMCvxGVe8XkbHAWSLyl6pubcg4/TF+ICIFwPE4zd+f+G+QRwADVPVwETkEZ+XjD4C7RWQUcIc27JSZxhhTa5bX1kt8jT6vbUr5rD9Oy2ubgWbRQrIrlUr4YapaUrbvP3cmTjPtzaq6NLiRVtTsiEiEOvO5C84f17HAlRqEGSL8fS1D/fGUfYdh6p81RUTOBibi/GHvkabaSrGF4QxemwBchzOIcjzOzfsxnDn0DwAeVGcaS8q+2z0Zp/9zT8CZPnOLiKwAHlLVV/w3yReBo9VZAOpAYJ424Kw0xhhT3yyvrXtMNMK8tinls/7Ptry2iWq2BZKd9Q0UkXOAL1Q1y38TehtnfvILgxDjDhcWEpHzgPfVmWM7HKdEP1dV72sk8Z0KTFHVPH9t2VtAuKqeuCfj88cSDgxV1Zn+/cqZ4J1Aa1W9WhrJIkniDFJ8WlX7iH86SHEGKx6I08wdlGmUjTEmEJbXNmh8jSKvbWr5LFhe2xQ1l1m2qtnJDbIFzkC7t6ViIaJknPm19/j0tTu5AbXCaXb8QJwFp4qBDkCB/7xsf80ejq8FcBjwloj09H/PEfib6/dkfP4YiyvdJEP8NXRlMfwKDBaRkY3lJqmqP+DElAA8IM5qwj/gDPQcE9TgjDGmliyvbbD4Gk1e29TyWbC8tilqti0kuyLO4k2XAUtwZtkYsqMbQjD5Y7wEWAy0UNVjghxSFSJyHXAhzmqz3YFjVDU1uFFV569hugT4TFWfDHY8lflra67DGRS4AacP7pTgRmWMMfXD8tq6awp5bWPOZ8Hy2qZiryqQSNXZN6Jwpv7bqKq5O2t23tO2izESaANs8fcnDXqMUnWGkDigF7BaVTOCGdf2tm8Cl+1Wy21M/H1ep6tqWrBjMcaYurK8tl7ia/R5bVPKZ8Hy2sZuryqQlGlM/Rx3prHH2NjjK9NU4jTGmOamKdx/G3uMjT0+aBoxmsZvryyQGGOMMcYYYxqHZjuo3RhjjDHGGNP4WYHEGGOMMcYYEzRWIDHGGGOMMcYEzV5dIBGRi4Mdw+409hgbe3xgMRpjTDA19vtbY48PLMb60Njj29vt1QUSoCn8cjb2GBt7fGAxGmNMMDX2+1tjjw8sxvrQ2OPbq+3tBRJjjDHGGGNMEDWpaX/btGmjXbp0CXYYxjR6S1esJS87XRr6c4a4ojUngOnnV1L8raqObYCQjDF1ZHmtMTXz58JlaHFug+a1Rx41VjPS0wO6dt68P5tMXhsS7ABqo0uXLsydOzfYYRjT6HXqOXSPfE4OXv4vskutrxtfuKxN/UdjjKkPltcaUzPuVl0b/DPS09OZOTuwv8eoMGkyeW2TKpCUmRLSO9ghVDPBs6z89bpLjgtiJDvX+YXPyl8X/vROECPZucgxZ5S/bozfY+Xv8MkpjbN18aoJDd4wYozZC0Sd+GqwQ6im4OPzy1+PefK3IEaycz9dNaL8dZEniIHsRESlJ7+m8B3GnPx68ALZhbwPzw12CM1KkyyQGGMaBxHBFWIFIGOMMaahKI2zArQ+WYHEGBM4AQm1uTGMMcaYBtP8yyNWIDHG1IFgLSTGGGNMA9oLyiNWIDHG1IGAhFqBxBhjjGkoTWhC3IBZgcQYEzAbQ2KMMcY0LBtDYowxu2ItJMYYY0zDav7lESuQGGPqwMaQGGOMMQ1G2SvKI1YgMcYETgBxW4HEGGOMaRBqY0iMMWbXBFxWIDHGGGMazN4whsQWEDDGGGOMMcYEjbWQGGPqQBCXtZAYY4wxDcW6bBljzK4IiNsaWo0xxhgTOCuQGGMCJtgYEmOMMaahKNZC0uQkHHUw/R6/DXG7SHn1I1Y98lKV850uPpUul52Oen148wtYcOkd5P2ziuTTjqHb9ReUp4sd0Jtfhx1Hzt9L6X3vNXQ481hCW8byTfx+dYovot9gWp18Abhc5M34gZxvP61yvsXhE4k56HDwefHm5ZDxxtN4t6XhbpVAwmU3I+ICt5vcn78ib/q3AMRPOoPoA0fjiopm/dWn1yk+AFerdoT2HAoieDetxLNuSdUE4iJ0nxG4WrSC0mJKFs9Ai/IhJIyw/gfjatEa7+bVlC6fW/WaXkNxtUwCVUpX/40vbX1A8dX3dyihYbS55EZCE9qiPh+FC+aS9dlbAcVWRlX59MWrWfLn14SGR3HG1a/RsUf1353n7hpHzrZN+LweuvUbyUmXPoPL7QZg+pdP8evUZ3G53Owz7GgmnfcIc395h58+faz8+tS1C7jhiT/p0G1QneKtE8G6bBmzFzliUDKPnncgbpfw+o/L+e/nC6qcP6hvEo+edwD7dm7F2f/7hc9nrwWgY5toPrjpMFwihIS4eP7rJbz83TIABndrzQtXHExkWAjfzl/PDa/+XqcYh3WO58pDuuIS+GrxVt77c2OV88fsm8SkAW3xKRSWenn8p1Ws21ZIUotwXj9rEOsziwBYsjmXJ35eDUCIS7hqdFcGJsehqrwyK4VfV20LOMbvvv2GG667Gq/Xy7nnX8iNN91S5fy6deu49KLzSU9Lo2WrVrz6xtt06NCh/HxOTg6DB+zDMROP5Yknnwbgow8/4JEH78fr8zLu6Anc/+DDAcfXEN/h48f3o3V0GMUeHwA3fb6ErMLSgGM8fGAyj5y3P26X8MaPK3j8i4VVzh/UN4mHz9mffTu35NwnpvH57+sA53fxvRvG4HIJoW7h+W+W8sr3y6pc+8FNY+ia2IL9b/gi4Pjqj+4Vg9rrtUAiIpOA81T1WP/+rcAFqtrDv38McJGqThSR+4GzgZaqGlPnD3e52PfJO/l97HkUbtjCwbM/ZsuXP5H3z6ryJKnvfUnKi+8DkDRhDPs8dit/jL+Qje99ycb3vgSgxb69GPrJM+T8vRSALVN+Zu0z73Do0m/rFp+4aHXaxWx94m48mRm0u/URChf8QemmDeVJSlJWs3naDWhpCTGHHEXLE84m/aX/4s3OZPPDt4DHg4RH0P7O/6Pw7z/wZmdSsGAOuT9/Rft7n6lbfE6QhPYeRsn8n9DiAsKHjsWbtgEtyClP4W7fHTwlFM+ejDuxMyHdB1O6eAb4vHhWL0Ci43HFxFV515Au/dDSYopnO98xoeEBhlf/36GvIJ+c776gePkicIeQdO1/iOi3H0WL5wUWI7Dkz69JS13J7S8sZ92y3/noucu57r+zq6U77+YPiIiKRVV59cGT+GvmR+x3yKmsWPAzC3+fzM1P/UVIaDi5WVsBGDr6DIaOPgOA1LULefn+44JbGAFArIXEmD0sWHmtyyX878LhTLjnWzZuy+fXhyYydW4KSzdkladZn57Pxc/8ytUT+1e5dnNWIaP/PYUSj4/oiBDmPn4cU+eksCmzkP+7aARXPD+TOSvS+Py2IzlycAe+m7+BQLgErh7djRs/W0xaXgnPnTKA39ZsY922wvI0Py5P58tFWwAY0bUllx3chVu++AeA1OxiLn7v72rve8awDmQVlHLOW/MRoEVE4I9PXq+Xa666gqlff09yhw6MPHAYEyZMpO8++5SnufXmGzjjzLM58+xz+OXnn7jztlt59Y2KyrL/3HUHIw8+pHw/IyODf99yI7/9/icJCQlceN45/PzTjxw65rBax9dQ3yHA/d8uZ/nW/FrHVD1G4fELDmDifd+xMaOA6Q9O4Ku5KSzdmF2eZn16Ppc8O4Orj+lX5drNmYWMuX2q87sYHsIf/z2WqXNT2Jzp/HwT9+9EfpGnzjHWp72hhaS+O3//BhxYaX84kCMiif79Ef40AF8C+9fXB8fvP4D8VesoWLMBLS1l44dTSZpY9Q/Rk1vxR+COjtzhv3D7U8eT+uHU8v2s3/+meHNaneML69oTz9ZNeNK3gNdD/twZRA6s+uMXL1+ElpY4r9csxx3f2jnh9YDH+eOQkFDnbuFXsmY53pzMOscH4IptjRbkokV5oD68W9fhTuhYJY27TQe8m5zaDm9aCu6WSc4Jnxdfdhr4vNXe192uO561iyoOlBYHFF9DfIdaWuIURvxpSlJWE9KydUDxlVk0+wuGjTkLEaFLnwMpzM8ie9umaukiomIB8Hk9eD0lIE5MM756nsNPvJkQf8GtRXxitWv/nP4e+x18Sp3irA8izjoktd0aGxHpvKst2PEZs52g5LVDe7Rh1eYc1m7NpdTj4+OZq5kwrFOVNClpeSxal4nPVzV/LfX4KPHXjIeHuHH573dt4yNpERXKnBVOPvvOLys5Zrv3rI0+STFszCpkU04xHp/y04p0RnRrVSVNQUlFPhUR6q7Rw964fRJ5d67TSqBATh0eWOf88Qfdu/ega7duhIWFcdIppzLly6o18Uv/WcKoQ8cAMGr0oVXOz/vzT7Zu3cLhhx9ZfmzN6tX06NGThIQEAMYcdjiff/pJQPE11HdYn4b2aMPqzbms3ZpHqdfHx7+tYfwOfhcXp2Sy3a8ipd5Kv4uhblyVnoSjw0O4ckI/HvlkxwWqYNEAt6Yk4CK+iHQBvgH+BPYDFuPUwuSISA9VXQkkA5/g3Bw/9///dgBVne1/n8CjrySyfRJF6zeX7xdt2ELL/QdUS9f5stPpds15uMJCmX3EOdXOtz/paOYef3m9xFRZSHwrPJnp5fvezAzCuvbaafqYgw6vUkvvbtmaxCtvJySxHZmfvIE3u34KIVWER6LFBeW7WlyAK7bqw7mER+Er9hfsVFFvqdPisbNCRkgoAKHdBuJqmYQW5lKybC6UFtU6vIb+DiUyisgBQ8n9aUqtY6ssKyOV+DYVBbm41h3IzthIXKt21dI+d+dY1i3/g75DxjFoxIkApKUuZ9XiX5n61u2EhEYw6fxH6dxrWJXr5v/6IRfe/nmd4qwv4moWg9q/xBkSEwL0BlL8xzsBy4C+QYrL7OUaU17bvlU0G9MrKvY2ZuQzrGdCja9Pbh3Np/8+gu5tY7ntrTlsyixkv+6t2ZhRke9s3JZP+9ZRAcfYJiacrXkl5fvpeSX0TareMDRpQFtOGtyeEJdw/aeLy4+3jQ3nhdMGUFDi5dVZKSxMzSU6zOlKe97wTgxKjiU1u4gnf1lDZoDdjVJTN9KhQ0UekZzcgT/+qNpNrf+AgXzx2adcedXVfPH5Z+Tm5pKRkUHLli255abrefWNt/n5xx/K03fv0YPly5exbu1akjt0YPLkzyktKSEQDfEdlrnp8B74FKavzODtOYG1ggG0bxXFhoy6/C5G8ckth9OtbSy3vz23vHXkjlMH89SXi6sUuBqFpla6CEBdnyR6A8+qal8gB7gcmAmMEJHewApgtn8/BBgIzKnjZ9bJuufe5efeR/DPrY/R49+XVTkXv/8AvAWF5C5eEaToHNEHjCK8c3eyv/u8/Jg3M4NN915L6u2XEXPgobhaxO38DRoTceGKiMabnUbxnK/xZacT2rNuY3FqotbfoctFwoXXk/vzVKcFZg+57J5vuPfNVDylxSxf8JMTp9dDQd42rn1sFpPOf4TXHz4FrVT9tHbZ74SFR9G+8757LM6d8o8hqe3W2KjqAFXtj3N/Gq6qXVS1C86D3Z9BDc6YJpjX7sjGjHwOuP5z+l/5EWeM6kFiXETQYvliwWbOfGMeL85cx5n7O2MzthWUcNprf3LJewt4dvpabjuqF1FhbtwuIbFFOIs35XLJ+wtYvDmXSw9u2IbTBx9+jF9/ncaBQwfz6/RptE9Oxu1288Jzz3LUuKOrjCcBaNmyJU8+/Rxnnn4Kh40+mM6du5SPSWwotfkOAR74dgUXvvs3V3+8kAHJsRzRp+YFiPq2MaOAA2+czICrPuH0Ud1JjIugf+dWdE1qwZdzUnb/BnuYBvhfU1LXAsl6VZ3pf/02MBKnmXiEf5sF/AEcAAwGlqpqrarGReRiEZkrInPT0nbedaowdQsRHduW70d0SKIwdecPlqkfTKXtpMOrHGt/ynhSP5i6kyvqxpO1jZCWbcr33S1b483KqJYuos8A4sadyNZnHyzvYlSZNzuT0tQUInruU+1cnRUXIuEVNVMSHoUWF1ZJosUFuMKj/QkEcYfuugtWaTHq9ZQPYvduTcEV0zKg8BryO2x95uWUbk0l98fAWkd+nfoMj1w1mEeuGkxcq7ZkpVcM2s/O2EBc6+SdXhsaFkH/Ayey6HenST6+TQcGDj8eEaFzr/0Rl4v8nIqWoXnT32e/Q04NKM7654whqe3WiA1V1fKqSn/tcsOXoI3ZtUaR16Zuyye5TXT5fnLraFK3Feww7a5syixkyfpMRvRtS2pGAcmVWkSSW0WTmlH79yyTnldMYkxY+X6bmDDS8nfeUvDz8nQO8ndHKvVqeVesFWn5pGYX0SE+gpwiD4WlXn5d6eQ301Zk0DMh8OE47dsns2FDRR6xceMGkpOTt0vTng8++pTZc+fzn3vvByA+Pp7fZ8/i+WefpnePLtx68w28+/ab3P5vZ0D8+AnH8OtvvzNtxix69epNz54770GwKw3xHQKk+9+jsNTHj8vSdtjqUlOp2wro0Lruv4ubMwtZsj6LEX2SOKBXAvt1a8Pip0/k+3vG0aN9LF/fNTbgGOuLauBbU1LXAsn2P67ir7Xxb7NUNReIAEZT0ae15h+g+qKqDlXVoWV9I3cke85Cont0IbJLByQ0lOSTx7Ply5+qpInuUVGjkTh+NPkr1lWcFKH9ieMarEBSsnYFIYntCGmdCO4QooeOpPDvqhVYoR270urMy9j67AP4cisGZrnjWyOhzs3BFRVNeI++lG6uOuNFffDlZiBRLZCIaBAX7sTOeNOrNql60zfibtfNiSuhE97M3bcmeNM3ODNsAa6WbdGC7N1csWMN9R3GTzodiYwi88NXA4oL4ODxV3DTk/O56cn59D/wWOb89Baqytqls4mIiqvWXau4MK98XInX62HJnK9I7NAHgP4HTmLFgp8B2LpxOV5PCdGxTkHM5/Px14yPGlGBpNlZLCIvicih/u0VYNFurzKmYTWKvPbPlen0aBdH58QYQkNcnHhQN6bWsDY5uVUUEf6a8vjoMIb3SWJFajabswrJLSgt725zxugeTKlDDfXSLXkkx0fSNjacEJcwpmcbZq2uOhtWcqWWmQO7tmRjllN2i4sMKR+i2S42nA7xEWzKdircZq3JZFAHZ9zffh3jWBfAw2+ZocOGsXLlCtauWUNJSQkfffA+4ydMrJImPT0dn88Z5/Doww9yzrnnA/D6W++wYnUKy1au5cGHH+P0M8/mvgceAmDrVmcClMzMTF58/lnOO//CgOJriO/QJRDrnwjA7RIO7NqKNXUoeP65Kp3u7WLpnBBDqNvFiSO68tXcms3e2b5VFBGhlX4XeyeyIjWbl79fRs9LP6TflR9zxJ1fszI1h3H/+SbgGE3t1HWWrU4iMlxVZwGnAzOAf4D2ODU4ZYMx/gIuBW6q4+ftlHq9LL76Hg746mXE7Wb965+Qt2Qlve6+iuy5i9gy5Se6XH4mbQ4bjq/UQ2lWDn+df3P59a0PGUbhhk0UrKn6AN73oRtpf+oE3FGRHLZ2Gutf/Yjl9zxd+wB9Pra9/xKJV9/lTFk780dKN60n7pjTKFm3ksIFc2h5wjm4wiNIuPhGADzb0kh79kFC23Wg5YnnOsVdEXK+/5zSVOeGHX/82UTvfzASFk7yQy+RN+MHsqd8EOCXqJQun0vYoDHOtL+pq9D8bEK6DsCXm4EvfSPeTStx7zOC8AMngqeYkkUzyy8PHz7JGTAuLtxtOlL8149oQQ6eVX8Rus8IpGcoWlJM6T+zAouvAb5Dd3xr4o4+idJNG2h3238BnCmBZ/6wi0B2bZ+hR7Nk7lfce3FPwsKjOP3qioLOI1cN5qYn51NclM9L907C4ylGfT56DhjNQeMuBeDAw8/n3Scv4MEr+hMSEsYZ17xe3v971eLpxCd0pE3bbgHHV5+k+U37exbOvepKnDElM4BngxqRMY0kr/X6lOtensXk24/C7RLe/GkF/2zI4o5TBjNvVTpT565nSPc2vH/TYcRHh3H00I7cfspghl77Gb07xPPgOfuX3YL5v8mLWJzijOO75uXfeOGKQ4gMc/Pd/A18G+AMWwA+had+Wc3Dk/bB7RK+XryFtdsKOfeAjizfmsdvazI5dmBbhnSMx+NTcos9PPy90017QPtYzjuwEx6foqr87+fV5BY7tf0vzVzHrUf24PJDQsguLOWR71cGHGNISAj/+7+nOWb8UXi9Xs4593z26dePe+6+k/2GDGXCMROZPu0X7rz9VkSEkSMP4Ymndj+T5g3XXc3CBc5g7Ftvu5OevQJrIWmI7zAixMUjxzrv5xbhz/VZTF0cePdor0+5/tXZfH7bEbhdwls/r+SfDVncfvIg5q3K4Ks/17Nf99a8d8MY4qPDGDekA7edPIhh139B7+Q4Hjx7WPnv4pNfLmbx+qyAY9kTmlhjR0BEA2zTqTTQbi4wBFgCnKWqBSIyFYhT1ZH+tOcCrwHtVXWT/9gjODfW9kAq8LKq3r2rzxw6dKjOnTuXKSG9A4q5IU3wVMxhve6S44IYyc51fuGz8teFP70TxEh2LnLMGeWvG+P3WPk7fHJK47xFXDVB6NRzKCkr5jZ4SaFfXAt976Ahtb5u4NfT/lTVoQ0QUp2JSChOn30Flqlq45r/0exVgpnXRp0YeKtxQyn4+Pzy12OerHVD0B7x01Ujyl83stljAag8Y3FT+A5jTn49eIHsQt6H5+Ju1RXvtjUNmtcOHDxEv/2l+tIBNdEuPqzR5rXbq2sLiUdVz9z+oKqO327/deD17Y7dRAO2mBhj9oBm1kIiIgOAj4E0YF9gkYj8S1UDX5jGmLqzvNaYvVhTG6AeiGa1UrsxZk9r9IPUa+sp4GxVnS0i84CJONOpjg5qVMYYY/ZaTW2AeiACLpCo6lqcGkRjzF6qGY4hiStbtwGnS2uGiETv8gpjGpDltcaYvaA8Yi0kxpi6aSYLI5Zxi0iIf9yIS0ROBtJ3d5ExxhjTEBRrITHGmF1rfi0kTwC9cAYOpwJHAecGMR5jjDF7veZfIrECiTGmDhrnyuuBUtVXKr0eF8xYjDHGGJrgIoeBaFZ9LYwxe564pNZbYyUil4rIVhFZLSKjRKSliAS2upgxxhhTDzTArSmxAokxxlS4CdgHZ3ate1U1E7g4uCEZY4wxzZt12TLGBMyZZatZ1WtsBbJVNV1E4v3HQoMYjzHGmL3c3tBlywokxpg6aWbrkPwOTBWRd4BoEbkXWBnkmIwxxuzFbGFEY4zZFWncY0IC0ALYAIwCvgU2A/cHNSJjjDF7t+ZfHrECiTGmbppTly1VPT/YMRhjjDFlmuIA9UBYgcQYE7DmtlK7iLwKVPuBVPW8IIRjjDHG2BgSY4zZneZUIAGmVHodDZwEbAxSLMYYY/Z6amNIjDFm16S5ddn6dLtDb4nI7KAEY4wxxsBe0WerSRZIJniWBTuEXer8wmfBDmG3IsecEewQdquxf49XTWhWLQOBaWZdtnZihoi4VdUb7ECM2ZMKPm7cQ6p+umpEsEPYrYhG/pTVFL7DvA/PDXYIQbcXlEdsYURjmqPszMI99ElOC0ltt8ZKRJ4UkW7+1zeLyGRgshVGjDHGbE+L8vfAhzhjSALZmpLG+2RgjDF73qGqulpE+gHHAQ8C/xfkmIwxxph6JyJjRWSZiKwUkVt2cL6TiPwsIvNFZIGIHN1QsTTyxsQdS7u98U14k3Dfa+Wv/1y2LYiR7NyQ3q3KXxd99mQQI9m5iOOuKn990DHTghjJjs38clT563HnLQhiJDv39WsD9uwHSrPqslXWEjIeeEdVZ4lIE6tnMqZ+HPPinGCHUM2XFw8rf90Y44OqMS7ckBfESHasf4eY8teRg68MYiQ7Vzj/6fLXTSHGhuRM+1v/2ZCIuIFngCNw1t+aIyKTVXVJpWS3Ax+q6nMisg/wFdCl3oOhiRZIjDGNQ3Ob9hdYLCIfAUOBkSISxd7RfdcYY0xj1TC50P7ASlVdDSAi7wOTgMoFEgVi/a/jgNQGiQQrkBhj6qgxjwkJwLnAOOB2Vd3or0E6JLghGWOM2ZvVoTzSRkTmVtp/UVVf9L9OBtZXOrcBOGC76+8GvhORf+FMhX944KHsmhVIjDGBE2mQFhIRGYszdsMNvKyqD213/jrgQsADpAHnq+q6un6uqpb6CyGXiNMVbcYOpgI2xhhj9pg6DFBPV9Whdfjo04DXVfW/IjIcZyr8fVXVV4f33KFmVbVpjNnz6nuWrUr9WscB+wCn+fuuVjYfGKqqA4CPgUfq5WcReRi4GFjg3y4RkUfr472NMcaYQGiA/+3GRqBjpf0OVF8I+ALgQwBVnQVEAG3q6ceqwgokxpg6EZfUetuN8n6tqloClPVrLaeqP6tqgX93Ns6NtD4cDYxX1df921HA2Hp6b2OMMab2NMBt1+YAPUWkq4iEAacCk7dLkwIcBiAifXEKJGl1/nl2wLpsGWMCVodB7XXt11rZBcDXgQSxAz6gNf4brogk+o8ZY4wxQdEQY9pV1SMiVwLf4nSPflVVF4vIPcBcVZ0MXA+8JCLX+sM4V7VhVjixAokxpg4EAhvUXtd+rc6ni5yJMyPWqN2lraF7gT9E5Fecm+9o4MZ6em9jjDGmVpSGW+RQVb/Cmcq38rE7K71eAhzUMJ9elRVIjDF1IvW/DklN+rUiIocDtwGjVLW4Pj5YVT8Wkek43cYAblLVLfXx3sYYY0wgGmIdksbGxpAYYxqb3fZrFZHBwAvARFXdWl8fLCKjgL5Arn/r4z9mjDHGmAZiLSTGmMBJ/a9DUsN+rY8CMcBH/haaFFWdWA8ff32l1+E4LSV/AYfWw3sbY4wxtVOzAepNnhVIjDF10DDrkNSgX2uDLM60faFGRNoBTzbEZxljjDE1sReUR6xAYoypAyHQQe1NxWZg32AHYYwxZu/VUIPaGxMrkBhj6qQhWkiCRUSexClmgdNdbBAwd6cXGGOMMQ1sbxjU3qwKJKE99yXm6NMRl4vCP6dTOP2rque79CL66NMJSepAzofPU7K44jkj+qiTCOs1EEQoWbWY/KnvAhC+7/5EjZ4A4qJk2d/kf/dRwPGpKo/dfyszp/9AREQkdz/4NH36DayW7pn/3cdXX3xATk42v85LKT++OXUDd91yBbm52fi8Xq68/k5GjjqC0pISHrjrOpYs+guXy8X1/36AoQeMDChGV2JnQgYcAiJ41y3Gu/zP7RK4CR1yBBKfCCVFlM75Gi3IBUBiWxM6eAyEhIEqJb98AD5v+aWhB05AouMo+fGdgGIro6qsWfwUWVtn43JH0GPQLcTE9aqWzucrZc2i/yM74y8EoVOfC2ndbhSb133B5rWfg7hwuyPpPuAGolp0AWDDynfYmjIVxE3Xfv+iZeL+1d63JvH988fDpG+YgSskgv4j7yWudd9q6X7/+gKKC9NwuyMAGHrkc4RHtqYwbxMLZ9xOaUkuqj56D7mahA4Hk546i+V//h8+bykudyi9h15L63a7Wp6j4QmCSLNqIalc+PAAb6vqb8EKxpjGZr8OsVw0ohMuEb5fmsbHf2+ucn5s3wTG90vE54Mij5enp69lfVYRbhH+NaoL3dtE4RbhpxUZfPzXJgAm9U/iyN4JKMrabYX837Q1lHoDfwBr7DHO+Pl7Hr77JnxeH8efdjYXXHF9lfOP3H0Lc2ZNB6CosIBtGenMXLyBP36bzqP/uaU83ZpVy3nk6dcYM/YYbvnXBSxeMI+QkFD6DxrCHQ89SWhoaEDxARwxoi+P3XgibpeL1z//jcde+77K+bDQEF659ywG9+3Etux8zrz5VVI2bQPghvOP5NxJw/H6fFz/yMf8MOsfAJ6/6wzGHbIvadtyGXrSAwHH1pAxArhcwsx3biJ1azYnXP18neOsF82/PFK/s2yJyCQR+bzS/q0isrLS/jEiMllEokRkqogsFZHFIvJQPXw4LY45i+w3/8e2J28jov8BuBPaV0nizcog95OXKV4wu8rxkI49CO3Uk8yn7yDzqdsJTe5KaNfeSGQ00WNPJuvVR8l86nZcLeII7Vb9wbKmZk7/gfXrVvPZt3O47Z7HefA/N+ww3SGHHsUbH35f7fgrz/2XI8ZN4t3PfuGBx1/i4f84yyN89tGbAHzw5QyeefUTnnj4Tny+QNZyE0IGjqb0ty8o+eFt3B16IS1aVUnh7rwPWlpMyfdv4lk5n5B+/umpRQgdehSl83+m5Md3KJnxKVSKwdW+O3hKA4ipuqytv1OUv4HBh75D9wHXs3rh/3aYbsOKtwkNi2e/Q99m0Og3iG3tFP7atD+cQaNeY9Ahr5Dc/TTWLnkGgILctaRv/IlBo15nnwMeYfWiJ1D17vC9dyV94wwKclI4+Pgv2Xf4nSyZdd9O0w485EEOmvQhB036kPDI1gCsWvASbbscxUETP2TQqIdZPMu5cYeFx7PfYU8y8thP6D/yXhb8elutY6t3Arik9lsjpapvVtretcKIaYyClde6BC4d2Zm7v17BFR8t4pAerekYH1ElzbSVGfzr48Vc/eliPvl7MxcM7wTAyG4tCXUL//p4Mdd+uoSxfRNIjAmjVVQox/RL4trPFnPlx4txi3BI91Y7+vhmEaPX6+WB26/nuTc/5fOf5vD1Fx+zavnSKmluuvshPvr2Nz769jdOO+9SDht7DAD7jzik/PjL708hIiKK4aMOA2D8cScz+Zd5fPrD7xQVFfHpe28EFB84D+RP3HIyk658lsEn3MdJY4fQp1vbKmnOPXY4mbmF7DvpPzz1zs/cf/UkAPp0a8tJR+3Hfifez8QrnuX/bj0Zl/+e/9aXs5l0xTMBx7UnYgS48vRDWbam8cz2Hugi7U2tDFPfVZu/AQdW2h8O5PhXOwYY4U8D8Jiq9gEGAweJyLi6fHBIh254M7biy0wDr5eihX8Q1ndwlTS+rAy8WzbsoDOeQkgouEP8/3fjy8vB3SoRb8aW8haAklWLCe8X+Fpu0378mqMnnYKI0H/QMHJzsknfurlauv6DhtEmsW31NxAhL8+JJS83lwR/mjWrljH0wIMBaNU6gRaxsSxZNL/W8UmrJDQ/Cy3IAfXh3bACV7tuVdK42nXDm+LUJPhSV+JKcJaLcCV2QrPT0Zx0J2FJEeV/Du5QQnoMxrNsTq1j2pFtW2aS0OEoRIQWLfvhKc2jpCijWrqt678iuccZzs8mLkLD4gEICY0uT+P1FlHWQ2fblpm0SR6Dyx1GRFQ7IqOTyctauv3b7taWlJ9p3/0YRIT4xAGUluRSVJBWq/fwlOYBUFqSR0RUAgCxrfsSEeX8KcXE98DnKcbnLal1fPVNXK5ab8aYOglKXtszIZpN2cVsyS3G41Omr9rGAV1aVklTWFpRERUR4irPbxWICHHjEggLETxepaDUqfBxuYSwEBcugfAQF9vyA6+8auwxLvprLp26dKND566EhoUxduIJ/PzdlJ2m//qLjxg36aRqx7//6nNGHnoEkZFRABw8xskTneeLIWzZVG3pphobtm8XVq1PZ+3GDEo9Xj76dh4TRg+okmbC6AG88+XvAHz6w3xG79+7/PhH386jpNTDutQMVq1PZ9i+XQCYOW8V27ILAo5rT8SYnBjP2JH9eO2zxlUXpRrY1pQE3GVLRLoA3wB/AvsBi4GzcW6KPVR1JZAMfIJzc/zc///bVbUA+BlAVUtEZB7O4mcBc8W2xJu9rXzfl7ON0A7da3StZ/0qStcspfXNT4BA4ewf8aZtQiKicLdpiyu+Nb6cTML77ucUWgKUtmUTbdsll+8ntW3P1i2bdlz42IFLrryJKy44kQ/ffonCwgKeffVTAHr23pfpP33DUeNPYMvmjfyz+G+2bNrIvgOG1Co+iYhBC/PK97UwD1fLpKppImPQAn8aVbS0BMIikBjnhh86YhISHol3w3K8K+YBELLPgXhWzANv/bSQlBSlER6ZUL4fHpFASVEaYRGty495Sp2CW8qyV8nJ+IuI6PZ03fdqwsKdWq1Naz8jdfVHqK+Ufgc6LSwlhWm0aLlP+XuERSRQXJhGi6p52W4VF2wlMrrie4uITqK4YGt5waKyhTPuRMRNUpfD6D7gYkSEHoMuY+53l7Lun/fwegoZduSL1a7bsu4HYlv3xeUOq11wDaA5jSExprFpTHlt6+gw0vMrKkEy8kvolRhdLd3R+yRy7IAkQlwubpviVOrMXJ3JAV3iefPMQYSHuHh51nryir2Al88WbObV0wdS4vExf0MO8zfmBBpio49xy+ZNJLWv9BzQLpmF83c8TC11Qwob169j/4OqL4X09eRPOPuiK6sdLy0t5ctP3+fmux8OKD6A9olxbNiSWb6/cUsm+/sf2Kuk2eyk8Xp95OQV0jo+muSEOH5fuLbi2q2ZtE+MCziWPR3jozeewG3/9zkxUVVb1YJL94oxJHWtquwNPKuqfYEc4HJgJjBCRHoDK4DZ/v0QYCDOomflRCQeOAb4cUcfICIXi8hcEZmblla7WuaacrVKxJ3QjoxHryPjkesI69aX0M490aIC8ia/SewplxF/4a14M9OrdEPa076Z+inHHHcaX01bxP+98AF33nwZPp+PiSecQWLb9px94mH894F/M2Dw/rjd7j0bnAjSuh2lc7+lZPrHuNt3x5XQAYlrg0TH4du0eo+Go+qlpCiNFi37MfCQl2jRsh/rljxXfr5dl+MYMuZdOve9hA0r39qjsZUZeMgDjDz2Ew44+jUyt8wjdZVTS7Zpzdck95jIoSd/z5DDn2HBr7ehWvF7l5u5kmV/PkG/4XcEJe4qREBctd8aORGJEZGYYMdhjF+Tymu/WrKVi99fyBu/r+eU/Zyu070So/H54Jy3/+bC9xZw7IAkklqEEx3m5oDO8Vz43gLOeftvIkJdjO7RejefUHdNIcZvJn/MEUcfWy0/T9uymZVLFzNiVPXZz++/7VqGHHAQQw44qMHja27GHbwvW7flMv+f9cEOpbq9oM9WXQe1r1fVmf7XbwNXAVNxamfcwCzgD+BOnObipapaVHax/8b5HvCkqu7wiVVVXwReBBg6dOhOv15fTibuuIo+na7YVnhzMneWvIrwffbDs34VlBQDULJiISEde1C6bgUly/6mZNnfAEQMHQVauwLJh++8zOcfOQ+8+/QfzOZKzahbNqeSmNSuxu81+ZO3efIlZ1D9gMHDKCkuJiszg1atE7j+1vvL051/6lg6dalZ61BlWpSHRFY8g0lkDFqUXzVNYR4SFYMW5TmFkNAwKClCC/PQjFR/Vy3wbl6LxCcinlJc8YmEH3muMz1seCRhI493xpjUwqa1n7ElxXlgj4nrQ3FhRYZZXJRGWETV1oeQ0Dhc7ghatzsEgNbtRrMlpeokBwBt2o8pH4MSFplAcVHF+27fErMr6/55nw3LnZ8prk0/CvO3UNawUpS/hfCoxGrXRPhbUUJCo2nX9Wiy0xeS3OMYNq74jCFHOIWnlokD8XmLKSnKJDyyNUX5W5j/87UMGHkfUbEdaxSbqTkR6Q68hb8WWURSgTNUdVVQAzN7u0aR12bkl9AmuqJVtnV0GBm76Lo0fdU2Lju4MwCjerRi3oZsvKpkF3n4Z0sePROiUIUtucXkFHkA+G1NJn2TYvhlZfVuuDXR2GNMatuOLamVngM2bSSx7Y6fA76Z/An/vu+/1Y5/O+VTxow9ptqg9ef+9yCZGenc+VDdlk5K3ZpNh6SKrgHJSS3ZmJZdPU3blmzcmoXb7SI2JpKMrHw2pjnHy69NbEnq1qrX1oeGiHH8qP5MGNWfsSP7ER4WSmx0BK/edzbn3/5mvcdvqqtrVeUOBmM4tTb+bZaq5gIRwGgq+rSWeRFYoapP1DEOPBvX4G6diKtlG3C7iei/PyVLazaOwpe1jdCuvZ0HZpeb0C698aalAiDRLZz/R0QRecAYiuZOr1VcJ59xIe9+Po13P5/G6MOO5qsvPkBVWfjXHGJaxNa4uxZA23YdmDNrGuCMGykuLqJlqzYUFRZQWOAUHGbP/Bl3SAjdevSpVZwAmrkFiYlHomKdGag69KzWsuHbtAZ3J2dgv6t9D3xpG5zjW1OQ2NZOlzYRXG2S0ZxteNcspPibVyn+7nVKpn+E5mXVujACTovGoENeYdAhr9Cq7UjSNnyLqpKbuZiQkOgq3bUARISWScPJyfgLgOz0P4lq4WQ6hXkbytNlbp1NRLTTfN4qaQTpG3/C5y2hqGAThfkbiImv2ffYue+p5YPTEzsdSuqqL1FVsrYuIDQsplp3LZ/PQ0lRpv91KWkbphMT3wOAiOh2ZKQ6/V7zslbj85YQFtGK0uIc/vzhSnoNuZqWSVXHRwWTuKTWWyP2IvCwqnZS1U7AA0AjmWbF7MUaRV67Ii2f9nHhJLUII8TlDOz+Y13Vir92seHlr4d2iiM126noS8srYUB7Jz8ND3HROzGGDVlFpOWV0CcxhnC38zgyMDmW9VmFzTbGfgOHsG7tKjakrKW0pIRvJn/C6CPGV0u3ZuUycrKzGDik+kyKOxpX8sl7r/PbtB94+OnXcNVxnN7cxevo0SmBzu1bExri5qSj9mPqLwuqpJk6bSFnHOPEdvzhg5k2Z7lz/JcFnHTUfoSFhtC5fWt6dEpgzqK1dYpnT8V451OT6TH2DvqMv4uzb3mNX+YsbzSFkabQQCIinXe17e76uraQdBKR4ao6CzgdmAH8A7QHRuI0KwP8BVwK3FQp8PuAOODCOsbg8PnIm/IOcedcj7hcFP35K96tqUQddiyejWspWfoXIcldiT39SlyR0YT1GYRvzLFkPnU7xYvnENq9Ly2vvBdQSlYsKm8ViRl/OiFtnZrogp8n480IfOaFg0Ydwczp33PskUOJiIjkrgeeKj93+rGjePdzp7Dxf4/ezbdTPqaosICjR+3LpBPP4pJ/3cw1N9/DfXdcy7tvPI+IcPeDzyAibMtI58oLT8TlcpGY1I57Hn5uZyHsmiqev38h9KBJgAvvusVo7jZC+h6AL3Mrvs1r8K5bTOjQIwk74mz/tL/fONeWFuNZOZ+w0acA4Nu8Ft+WtQF/V7vSMvFAsrb+zryfz8DtDqfHwJvLz/01/QIGHfIKAJ37XMLKvx5gzeKnCQ2Lp8cgJ93mtZ+Rlf4n4nITEtqCnoNuBSCqRVfatB/N/GnnIuKm277XIFL7rm8JHQ4mfeMMpn86Abc7gv4j7yk/N/OLkzlo0of4vCXM/f4yfD4PqJfW7Q6kY68TAOgz7HoW/XYP65a8DQj9R96DiJCy9H0KclNY9deLrPrLGVdSNlVwUDWvQeptVPWLsh1VnSwi9+zqAmP2gEaR1/oUnp+Zwn/G9cblgh+WpZOSWcQZQ9qzIr2AP9ZlMaFfEoOSY/H4lLwSD0/84lRqTV28latHd+WZE/cFca5du815qJ+5ZhtPnLAPXp+yOqOAb/4JvMtYY48xJCSEf9/7GJedeSxer49jTzmLHr378sxj97HPgMEceqRTOPl68ieMnXgCIlUrcDauX8eW1I0MPbDq1P733XoN7ZI7cdaxzqxbh42byKXX3EIgvF4f1z78IV8+ewVul/DGF7P5Z/Vm7rhsPPOWpDB12kJe//w3Xr3vbBZ9cReZOfmcdctrAPyzejOffDef+Z/chsfr45qHPsTncx6N33jwXA4e0pM28TGs/OZe7n3+K974fFajirFRajoD1L/EmSUoBKebadm6FZ2AZcAup6kVDfCnrDTQbi4wBFgCnKWqBSIyFYhT1ZH+tOcCrwHtVXWTiHQA1gNLgWL/Wz6tqi/v6jOHDh2qc+fOJe328wKKuSEl3Pda+es/l23bRcrgGdK7oktb0Wd1a9JtKBHHXVX++qBjpgUxkh2b+WXF4MJx5y3YRcrg+fq1AcS16Ud2+uIGb4rYr1NbnXb9GbW+Lvaax/9U1cCnrGsgIjIHOEhVS/z7YcBvjTFWs3cIZl57zIv1MzNiffry4mHlrxtjfFA1xoUb8naRMjj6d6jomh05uPrA+MagcP7T5a8bc4yuqER8BVsbNK/t23+wvjn5l4Cu3b9b/B7Pa0XkTeAZVf3dv38gcKWqnrmr6+raQuLZ0Qeo6vjt9l8HXq+0v4GK1ZCNMU1Z82ohOQmnT34Zl/+YMcFkea0xe7Om0UJSZmhZYQRAVWeLyKu7u6hZrdRujNnzGvmYkFpR1bUicpyIHOw/NENVaz/oyRhjjKknTas8wmIReQl4179/JrBodxcFXCBR1bXAvoFeb4xpBsqm/W0mROQRoD/wgf/QJf6++zcGMSyzF7O81hjTRMaQlDkLuAy4EqeFdgbw7O4ushYSY0zdNKMWEmAcMFArFn55XUQWAlYgMcYYExRNaWFE/5Tj//NvNWYFEmNMnUgzaiEBfEBrIA1ARBL9x4wxxpjgaDrlkYBZgcQYEzihubWQ3Av8ISK/4mQBo7HWEWOMMUG0F5RHrEBijDFlVPVjEZkO7O8/dJOqBr74kDHGGLOXE5HeqrpsV2msQGKMqQNBmtG0vyJSttBMrv//fUSkj6o2vkVxjDHGNHsK+JrYqHYAEekGnOzfSoEDdpXeCiTGmLqRZtVl6/pKr6NxWkrmA4cEJxxjjDF7u6ZUHBGR64FTcNb0+gA4TlXX7e46K5AYYwInNKuFEVV1YuV9EekEPBWkcIwxxuzttMlN+/sI8A5wr6quqOlFzedJwhgTBOJfi6SWWxOhqilAbxFx7zaxMcYYU+804P+CpCuwAHhXRP4UkZtEpPPuLrIWEmNMnTTTMSSVXaKq3j0ejDHGmL2eM4Yk2FHUnL8i7zHgMRHpjtN960tgwK6uswKJMSZwQrNaqR0bQ2KMMaaRaUoLIwKISBxQpKqrgAf82y41qycJY8yeJs46JLXdGilVnVhpOwzoB2QGOy5jjDF7L9XAtmAQkXuApcA6ETlBROJF5I7dXWcFEmNMwARnpfbabk2FjSExxhgTbE1sDMnpQBdgP+BGVc0CJuzuoibZZSvhvteCHcIuDendKtgh7FbEcVcFO4TdmvnljrrzNx5fv7bL7pBB1S0yfc98UDNbqV1EBLgQOAqn6+53QF/VJjbHiTH14MuLhwU7hF1q7PEB9O8QE+wQdqlw/tPBDmG3GnOMCe0TG/wzmtoYEmATEKqqqSIS5T8WubuLmk5VpTHGNLz7gKOBF4D+QALwcFAjMsYYY5qO5cAsEbkLaCkibwK/7e6iJtlCYoxpLKS5DWo/BthPVT0iUqiqD4jI78EOyhhjzN6riQ1qX+ffwFnHa7GqTt3dRU2yQPL1/JJgh1DNuMFh5a+LpjwfxEh2LmLCpeWv165cHsRIdq5Lj17lr7Mfa3zdyuJueLL8dfbj1wQvkF2Iu+6JPfuBTWhdkRoQVfWU74iEAeFBjMeYoOl45RfBDqGa9U9PKn+9amthECPZue6JFb1TXpq92wWq97iLDqxYEuLyT5YEMZKde/aEfcpfXzt5aRAj2bn/Teyzxz6rKXUaVtV7ArmuSRZIjDGNSDNahwTYKiI9/avLxgIzgWeCHJMxxpi9VRNbqV1EXsUZYbpDqnrejo5bgcQYEzhpdl22jgXKWkguAVaoauOr4jTGGLNXUMDXtLpsTQnkIiuQGGPqphnNsgW0AnAm22KF/3V5/wYrnBhjjNnTmlILiap+Gsh1ViAxxtRN82oh+XIX5wRn5i1jjDFmDwnqmiK1JiIjgTuBrjjlDMUZn9l1V9dZgcQYUzfNaFC7qjbexWWMMcbslZpSCwnwCnAV8Cfgq+lFViAxxgROpFkNaheRHsDlQDbwP6AUSLSuWsYYY4KhCY4hyVbVb2t7UfN5kjDGBIdI7bfG6xNgPRANPA14gbeCGpExxpi9mmpgW5D8IiKPi8hBIjKkbNvdRdZCYowxFXyq+j8AEVmgqiUiEhXsoIwxxpgmYqj//4MqHRPg0F1dZAUSY0zdNK9B7d+IyHnAm4DX34XLGGOMCZqm1GFLVccEcp0VSIwxgWtmY0iAK3C6a70AlADvAVcGNSJjjDF7NW1Co9pFJAK4AzgKpyz1HXC/qhbs6jorkBhj6qZxjwmpFVWNDXYMxhhjTBlnUHuT8gTOhDCn4YzLXAw8BVywq4usQGKMqZtm1GVLREKAAUCLSocfAm4F1thsW8YYY/YobVotJMCIsin0RcSrqu+KyFW7u8gKJMaYOmj0s2bV1rc4sw/mVjrWB7geeBewAokxxpg9qkkVR7abwVdE4oDQ3V3UrAokqsoLj17HnBnfEB4RxXX/eZkefQdXSVNUWMCDN5/Gpg2rcbncHHDIeM676v7y89O/+5h3XrgXEaFrrwHc/MCbANxxxQSWLvyDfQaN4D9Pfh5QfK6EjoT0OwhE8Kb8g3fVX9slcBE6aAwSlwAlRZTO+wEtrPRcFBFD+OhT8Cyfi3f13wC4u/bH3bEvCM57rlkYUGyVtWqTQGRUNKpK+tbNlBQXV0sT36o1MS1icbndpKxeWX48PCKSVm0SCAsPJ23zJgry88rPtWzdhsioaBAoKihgW3parWML6dKXiDHHg7goXTiL4j9+qHLe3aE7kYcejyuhPQVT3sCz/K/yc7HXPYEvPRUAX04mBZ+/VBH3yPGE9hoM6qPkrxmUzJ9e69gqYuxDxOjjwSWULpxN8Zwfq8aY3I3I0cc5MU59E8+Kv6u+QVg4Lc65ldJVCyn66RMAQnsNJvyAI0AEz5olFP26qwXF9yChuY0haaWqVW4aIjJPVY8JVkDGNCaj+yZy94n9cbvgvd9SePb7FVXOXzSmO6cO74zX5yMjr4Qb3p7PxsxCAN66/EAGd2nFnNUZnPf87+XXjOjVhtuP60eY28WC9Vnc+M5feH2BP4JN++k77rv9RrxeLyefcS6XXnVDlfOpG9Zz478uIicnC5/Xx42338Pow8cyY9qPPHrfHZSWlBIaFsotdz7A8INHU1hQwL8uOoOUtWtwud2MOeJobrrj3oDjA+gQF8HwLq0QgWVb8/g7NafK+Z4J0RzQqSUFJV4AFm/OZVmak5/u3ymeTvGRIMLGrEJmrcvE7RIO79mG2IhQVJV1mYXMWZ8VcHz7JEVz0sC2iAi/rcnku+UZO0w3qH0LLh7ekYd+XE1KVhEAybHhnLZfOyJCXajCwz+twe0SrhvVpfy6lpEh/JGSzccLtgQcY5+EaI7rn4iI8Pu6LH5cuW2H6Qa0a8F5w5J5fNpa1mcX4RI4dVA7kuPCcYswZ302P67cRkJ0GOcMbV9+XeuoUL5els701ZkBx1hfmlgLyWoRGaSqfwHxwB/ADbu8gnoukIjIJOA8VT3Wv38rcIGq9vDvHwNcpKoTReQboJ0/hl+BK1TVW5fPnzvzGzamrOTlL5awbOEfPP3gv3jizRnV0h1/1rUMHDaa0tIS/n3JWObM/IZhB41lY8oKPnztER577RdaxLYka9vW8mtOOPs6iosK+OqTlwOMTgjZdySlv09BC/MJO/h4fFvWoXkVv+jujn3R0mJKf34PV/vuhPQ9gNJ5FQ/cof2G49uaUvGOLVri7tiXkhmfgnoJ3X+8854FVW9stREZFU1IaBgbU9YSHh5B64RENm1YXy1dYX4+udlZJHfuWuW411NK+tbNxMW3qnI8PCKC8IhIUtc7FcxtO3QkIjKSosLCmgcnQsThJ5H/0TNobhYxZ95A6apF+DI2lyfx5WRS8PU7hA/bwSQPnlLy3nyk2uHQfQ/A1aIlea/eDygSFVPzmHYU45gTyf/kOSfGM65zYtxWcdP15WZR8O27hA/d8UQUESOOxrNxVcVbRkQRcchE8t55DC3MJ/Ko03F37Il3/YodXr8nKaDNq4Xk9R0ce2NPB2HMrgQrr3UJ3HfyAE5/+jc2ZRUy5cZRfL9wMys2V1ScLVqfzfhfp1FU6uWskV247dh+XP7aXACe/2ElkWFuzhjZpdLPAv87az9OfWoma7bmc/34Ppx4QEc+mJWy/cfXiNfr5e5bruWND6fQtn0yxx91MIcdNZ6evfuWp3nmfw9x9KTjOePci1mx7B8uPOM4ps1dSstWrXnxrY9Jatue5f8s5rxTJzLzb+defMFl1zB85ChKSko4+8Sjmfbjt4w67KiAYhTgoK6t+OqfreSXeDh233asyywkq7C0SrrVGfn8trbqw3BiTDhJLcL5ZMEmAI7p15Z2seFszSthwaYcNuUU4xIY3zeJDvERbPAXEmob3ymD2vHkjHVkFZRy85huLNiUy+bckirpwkNcHNqjFWsyKsYquwTO3T+Z1+dsZGN2MdFhbrw+xeNTHvxxdXm6W8Z05a/UXAIlwAkDknh+1nqyCku59pAuLNqcx5a87WJ0uzikW0vWbqt41hjUPha3S3j0l7WEuoVbDu3GvI25pOWX8Ni0teXvf/eRPVi4KfAY60tTG0OiqhMr7Y4FUlR1tw979V21+RtwYKX94UCOiCT690f40wCcrKoDgX2BBOCkun747F++5LAJZyIi9BlwAPm5WWxL21QlTURkFAOHjQYgNDSM7n0HkbFlIwDffPoqE06+lBaxLQGIb5VYft2gA8YQGd2CQEl8IpqfgxbkgvrwblyFK6lLlTSupC541y8HwLdpNa42yVXOaUFulQKMxLTEl7UFfB5QxbctFVe7bgHHCBAVHU1+rlOgKS4uwuVy43a7q6UrLi7C662ep3k8HkpLSthRA6OIVGwIXk/t8kR32874MtPQ7AzweSldOo/Q7v2rpNGcbU4rSC1qE8IGjqR41jflMWtB3q4v2F2MWemVYpy/kxg37TBGV2IHJKoFnrXLKo7FtcaXlYYW5gPgSVlOaM+BAcdYv8QZQ1LbrfH6S0RGVd6AvwBqsrCTMXtIUPLaQV1asjY9n5SMAkq9yuR5GzlyQNsqaWatSKeo1Lm3z1ubSdv4iPJzM5enk1fsqZK+ZXQYpR4fa7Y697dfl27l6EHtCdTf8+bSuWt3OnXpSlhYGOOPPZEfvplSJY2IkJfrPGjm5uSQmNQOgH79B5HU1vnsnn32oaioiOLiYiKjohg+chQAYWFh9Os/iE2pGwOOMSEmjJwiD7nFHnwKqzLy6dwysoZXK24RXCK4XIJLoLDEi9enbMpxejP4FNLzS4gOC6zOuUurSNLyS8jIL8Wr8OeGbAa2r/78c8w+CXy/PIPSSq1ZfZNi2JhdxMZsJ5b8Em+1p4HEmDBahIewMn2Xky7tUqeWEaTnl5BR4MQ4f2MO+7atXpk4rk8bflqRgadSjIoS7nbhEgh1CR6fUrzd80ivhCgyCkrILPRs/5ZBoKgGtgWDiNwsImW11fsBD4vIPru7LuAnAxHpIiJLReQdEflHRD4G8nFuimVz9yfjjLAf4d8fAcwEUNWyavwQIIx66CKXvjWVhKQO5fttEpNJT0vdafq83Cz+mD6Vgfs7a7VsTFnBxnUruP680Vx79sHMnfltXUMqJ5HRaFHFg64W5SGR0VXTRFRKo4qWlkBoBLhDCOkxCM/yuVXSa+42XK3aQWg4uEJwJ3ZCIqq+Z225Q0LweCpqaTweD+6QujekFRcVUVRYQMcu3ejYpRuFBfmUlpbs/sJKpEU8mptVvu/Ly0JaxNX8DUJCiD7zBqJPv46QHhWFBFd8G0J770f0mTcQdcKluOITahVXlRhj4tDcikJj7WIUIkcdS9H0L6oc9Wal42qZiMS2AnER2qM/rhbxAcdY75pXgeT6HWxlTc1nBSsos/dqTHlt27gIUjMrKjo3ZRbSNi5ip+lPHd6JX5Zs3el5gG15JbjdwoBO8QAcPag97Wv8cF7dls2ptGtfUZnXtn0yWzZXfQ646sbb+OLj9zloUA8uPOM47nrgv9Xe55spn9Ov/yDCw8OrHM/JzuKn775ixMG7XONtl6LDQsgrqXjQzS/xEh1WveKva6soju/fjsN6tik/vzWvhE05RZwxpANn7teBDdlFZBVVfWgOcwudWkaSml371hGA+MgQMgsqngMyCz3ERVYdAtAxPoKWUaEs2ly1Ai8xJgxVuHJkJ24Z05UjerWu9v5DOsTy54bAe3IAxEeEklWpsJBdVD3GDnHhxEeGssRf2C3zd2ouxV4f/zmyB3ce0YNfVmVQUFq1DWJwcizz6hhjfWpiK7Wfpapr/IWS24BZwGu7u6iuTwa9gWdVtS+QA1yOcxMcISK9gRXAbP9+CDAQmFN2sYh8C2zFGUD68Y4+QEQuFpG5IjI3La32Yw52xuvx8PCtZzHx1Cto16Fb+bHU9St5+MXvufnBN3nyvsvJq/QAHCwhvYbiWb0QvFVvOpqXhXfVX4QdMIGwA47Gl50R1N/AXQkJDSU0LIz1a1ezfu1qIqKiCI8IPNMJRO6Ld5P/9mMUTH3DGWcS1wYAcYeg3lLy336MkgW/ETn29D0aV5mwQQdRumYJmpdd9URxIYU/fkTU+HOIPuUqfNnbGu2/c1OnqhN3sB3jP3dNkMMze68ml9ceN6wDAzrF8/yPK3eb9orX5nLX8fvy5Q2HkF/sqdP4kZr48rOPOP7UM5n510pefuczrr/yQny+igfS5UuX8Mi9t3PvY09Vuc7j8XDNpedw9oWX06lL1+3ftl6lZBby3vyNfLpwExuzixjd3cmvYsNDiI8M5d15G3hn3gbax0bQtkVFoUmAMT0TWLw5l9zihqndL+su9ckOxn+4RejeJorX/tjIf6etZWD7FvROqFpROrRjHHPWZ1e7tr5jnNQviS8WVy8Qd24Ziapy13crue+HVYzu3orWURWFGbdAv6QY/moE3bUamoiMFZFlIrJSRG7ZSZqTRWSJiCwWkXdr8LZlpdkJwBuq+h57YFD7elWd6X/9NnAVMBWndsaNUyr6A7gTGAwsVdXyIruqHuVfQOUdYAzw/fYfoKovAi8CDB06tNpd6ssPnuPbz14FoGe/oaRt2VB+Ln3rRtok7Ljp98n7Lie5Uw+OPaNiJrI2Scn03nd/QkJDaZvcleROPUhNWUmvfkNr+n3slBbmIxEVzYkSEVPeBac8TZGTRovyQQQJDYPSIlzxSbjbdYe+B0JomPMw6vPgXbsY7/qleNcvBSCk9/7OtbXUIi6OFrFOLX5xUTEhIaEU4/wzhYSE4PXU/aYWFR1DcVFReRNiYX4+4RERFBfVfAyJ5mYhlVoGXDHxaG7Nb2plD/qanYFn/UpcSR3wZafjy82i1D+w3LNiAVFjz6jxe+7oM6RFy4BidLfrQkhyd8IHjoSwMMQVgpYUUzxjCp7Vi/GsXgxAaP/hoI2nR2lDjCERkbHA/+HcR15W1Ye2Ox+Os5r6ECADOEVV19bD57YE7gYO9h+aAdylqsEf1Wj2ZkHPawE2ZxdVab1o1zKSzTuohR/ZO4F/HdWLk56YQYln9/eqeWsyOeEJZ7znIX0S6JoY+Di+pLbtq3Sn2py6sbwbVpmP3n2DV99zWqL3G3YAJUVFZGakO2MmUzdw+Xmn8tjTL9O5S9Uu0LdffwVduvbgvEvqtlZqfomHmErdqaLD3OSXVO0yVFzpe1u2NY8DOjn5SpdWUWzNKynvgrQ+q5DEmHA25zpdpA7u1prswlIWbQ78YTqr0EPLSg/oLSNDyK40viU8xEX72HCuPaQzALERIVw6oiPP/7aezMJSVqYXlP88izfn0bFlBMvSnGeT5LhwXALrAxjbUiXGolLiIyu+w7iI6jG2bRHGlQd1AqBFuJsLDkjmld83sl9yLEu35uNTyCvxsmZbIR3jI8jwtwo53c6KySuu07DmetUQRXQRcQPPAEcAG4A5IjJZVZdUStMTZ9r7g1Q1s1K30F3ZJCKPApOAo/2VJLttAKlrC8n235Hir7Xxb7NUNReIAEZT0ae14gLnpvkFTuC1dswpl/H0+3N4+v05DB99DD9OeRtVZemC34mOiaNVQrtq17zxzF3k52Vz8Q1Vm2mHj57Iwj+d2ZWyM9PZmLKStsn1Uwui2VuR6DgksgWIC3dyd3xb1lZJ49uyFnfHXgC42nUrnxGqZNYXFP/0DsU/vYN3zUI8K+fjXes8nBLmby6PiMHVrivejbUf6JybnU3q+hRS16dQkJ9HdAtnbbjw8Ah8Pt8Ox4rUlsdTSkRkRUYWERnlH2tSc97NKbhbJiBxrcDlJrTPfpSuquGsYuGR4HZuXhIZjTu5a/lg+NKVCwjxf+/ujj3wZu66i8FuY4xv43SvcrkJ7TOY0tWLanRt4ddvk/vyf8h95R6Kpk2m5J85FM+Y4o85pvznCB84kpKFswOOsV5J/Y8hqXSTHAfsA5y2g/6nFwCZ/kG8/wMerqef6FUgDTjev6X5jxkTTEHPawH+XpdFl4RoOraOItQtTNwvme8XbK6Spl+HOB46dSDnv/A7GXk1u8e3jgkDICzExWVH9OTtGWsDDZEBg4ewbvVK1q9bS0lJCVM//5jDjhpfJU375A7M+vVnAFYuX0pxcRGt2iSQk53FRWecwI2338OQ/YdXuebxB+8mNzeH2+97NODYyqTllRAbEUKL8BBcAt1bR5OSWbVyLjK0ogtX55aRZPoftvNKPLSLDUdwbr/tYsPLB8MP7RBPmFuYta5u9SfrMgtJjAmjdVQoboEhHeJYkFrRNavI4+OmKcu545uV3PHNStZsK+T539aTklXEki15tI8NJ9TtjG/pmRDF5pyKmTqHdoxj7vq6d4Van1VEQnQYrfwxDk6OZfGWqjHe8e1K7v1hFff+sIp1mUW88vtG1mcXkVlYSo82UYDTva1zy8gqg+EHJ8cyb2Mj6q4F+FQD2nZjf2Clqq5W1RLgfarfHy4CnimrlFPVmjwgnQ6sBy5W1ZU4lSYn7O6iuraQdBKR4ao6yx/ADOAfoD0wEqdZGZxBoZcCNwGISAzQQlU3+UtO43Fm/6iTYSPHMWfGN1wwqS/hEVFce3fFtK5XnjqMp9+fQ/qWDXzwykN07NKbq04/AIAJp1zG2OPOZ8iII5k3+wcuOWEgLrebC655kNh4p//jjeePYf3aZRQV5nHW2G5cc+fzDBlxZM2DU8WzeAahB4x3pv1dvwzNyySk11B82Wn4tqzDu34poYPGEHboaVBaTOm8apVY1YQNOQrCwkF9eBbOAE/tHvK3V1iQT2RUNMmdu6A+Z9rfMu07diJ1vTPzScvWbYhu0QIRoUOXruTl5JC1LYOw8HAS27XH5XITGR1DvKc1qevXUZCXR2RkFO07dfZ/TgGFBbVszVEfhT9+TPQJl4PLRenC2fgyNhN+0NF4N6fgWbUId9tORE26EImIJKT7vuiIceS9/iDu1m2JPOIUp3VJhOLffygvkBT/8QNR488mfMhotLSYwm/fC/wLVB+FP39C9AmXOlMTL/rdiXHEOCfG1YtxJ3UkauIFTozd+qHDx5L35q6fpyMOPR63v7WvePa3+LLqr/tindV/C0n5TdJ5eym7SS6plGYSTksGOF1QnhYR0bqP4uumqsdV2r9XRP7eaWpj9oxGkdd6fcodHy7g7SuG4xbhg9kpLN+cy/Xj+7AgJYvvF27mtmP7ERXu5vkLhgGQmlnA+S/8AcAn14yke1IM0eEh/HHvkdz47nym/ZPGpYf34LB92+IS4a1f1/Db8vRAQyQkJIS7Hnyc806diNfr5aTTzqZXn3144uF72Hfgfhw+dgK33v0Qt11/Ba+98DQi8PCTLyIivPXK86xbs4qn//sgT//3QQBe/+BLSkpLePaJR+jeszeTDncKKmeefymnnHleQDEq8NvabYzrk1g+7W9mYSlDOsSRll9CSmYh+7ZtQeeWkfjUaS2Ztsr5TtZkFNA+NoITBrYHVTZkF5GSVUh0mJvBHeLILCzl+P5ORWzlqYJrw6fwwV+buXJkJ1wizFqbxabcYibsk8C6zEIWbtr5exaW+vhpxTZuHtMV1GkhqTzOZEiHWJ6ZGdgMatvH+MnCLVxyYEdcAr+nZLM5t4SxvduwPquoSuFkezPWZHLa4HbcPLorCPyRkl0+IUCYW+idEM1Hf2/e6fXBUIeMrY2IVB6A/KK/NRScsWeVp1HdAByw3fW9AERkJk7B4m5V/WaXsapmAU9W2i8GVu30Aj8JNP8WkS7AN8BcnG4TS3AGshSIyFQgTlVH+tOeizOgpb3/xpgETAHCcVppfgauVdVd9g0aOnSozp07l6/n1+2huyGMGxxW/rpoyvNBjGTnIiZcWv567crlQYxk57r06FX+Ovux3S7sucfF3VD+N0b249cEL5BdiLvuCQZ3TGL++i0NPh/vfn2664xXqk+lvDvRI09cB1R+6ii/SYrIicBYVb3Qv38WcICqlveTEJFF/jQb/Pur/GkCf5Jx3uc34N+q+ot//1DgflUdscsLjWkgwcxrO175xa6SBcX6pysqcFdtrcW08XtQ98SK3gAvzW58a6ledGDn8teXf7JkFymD59kTKhrFr528NIiR7Nz/JvYhqce+bFm5qEHz2q59B+hdb07ZfcIdOG//zn+q6g7HHdQwr52CMybkZKADMB3o7y901Ku6tpB4VPXM7Q+q6vjt9l+n0vz+qroFGFbHzzbGBJ0EOoYkfWc3ySC7CHhTRNr497dhs2uZ4LO81pi9VAOuQ7IR6Fhpv4P/WGUbgN9VtRRYIyLLgZ5UmjSjvjTq+TeNMY2c0BDT/tbkJlmext8VJQ5ncHudqOpiVR0C9AP6qepgVa3ZICBjjDGmATTQtL9zgJ4i0lVEwoBTgcnbpfkcZ1wa/oq6XsBqaklE7thdmoBbSPwz2uwb6PXGmOZB639dkfKbJE7B41ScfvOVTQbOwZld6ETgp3oYP4KI3LXdPgCq+p+6vrcxgbC81hhTgwHqtaaqHhG5EvgWZ3zIq6q6WETuAeaq6mT/uSNFZAngBW5U1V1W/onITzjVlZUNFZERwCuqusOpx+u+4p0xZi8m9T6ovYY3yVeAt0RkJU63qlPr6eMrz5UZjjMIeFk9vbcxxhhTK0rDLT2mql8BX2137M5KrxW4zr/V1A3b7SvwLnAv8DI7WQvJCiTGmDppgBaSmtwki4CTGuBzH6+8759LfffT3RljjDENpCFaSBqKqs7b/ph/fZPfRGTTzq6zAokxxuxcHFXHsxhjjDFmJ/wLF19O1QWG7wRQ1cN2dp0VSIwxddMAK7UHi4gsoKLvqwtIAmz8iDHGmOBQZ92VJuQ5nPEmZesknOk/dv6uLrICiTEmcGUrtTcfEyq99gBbVNUbrGCMMcbs3RpyDEkDGaqqAyrt/+Kv7NslK5AYYwKmEOg6JI2SqtZ9CWFjjDGm3ii+uqzVvueVikgvVV0OICK9cRZX3CUrkBhj6qZ5tZAYY4wxjUoTayG5FvhWRNbj1Ft2wZmmf5esQGKMqROtNt24McYYY+qD0rTGkKjqdBHpBfT2H1quqiW7u84KJMaYOpAGmfa3sfCvTHuCqr4Q7FiMMcbsnZrStL8isn1ryBARQVXf2NV1ViAxxtRNMyuQiEg8cCzOYovdgc+CGY8xxpi9mDa5LltDKr2OBo4A5gNWIDHGNBBpXoPaReRLoC/wBXCnqv4R5JCMMcbsxZpgl62rKu+LSBzw6e6ua5IFknGDw4Idwi5FTLg02CHsVpcevYIdwm7F3fDk7hMFUdx1TwQ7hKDT5tdlqw+wDlgKrAxyLMYE1fqnJwU7hF3qnhgZ7BB266IDOwc7hF169oR9gh3Cbv1vYp9ghxB02sSaSCpT1WwRcYmIe1fT6DerJwljjKkLVe0J3IwzGG+OiHy1g/6wxhhjjKkhVT10d2t6WYHEGFM3IrXfGjFVnauqN6hqd+A+qvaHNcYYY/Yonwa2NSVNssvW1Hm7XV9ljxu/X2j567xnbw5iJDsXc/nD5a83LtvtoplBkdy7YnHPgjfuCWIkOxZ1zp3lr7MfvyZ4gezCnu5K1py6bIlIGDAWyFbVaar6G/BbkMMyJig6XPF5sEOoZsMzx5a/fvSXVcELZBduHN29/PUnf28KYiQ7dsLAduWvP/4rNYiR7NyJg9qXv77mi3+CGMnOPTGp7x75nKY2hiRQTbJAYoxpLKS5rUPyOc6Ksi1F5CfgCeA1VT0umEEZY4zZe2kTWKldRHY5YEpV1+3qvBVIjDF10pxaSIDOqtpPRMKB31X1bhHpEOygjDHG7KWaTverLwHBKVv0BlL8xzsBy3BmsNypZvUkYYzZw4TmNoZkmYj0UdViABGJACKCHJMxxpi9mGpg256NUQeoan9gDjBcVbuoahdgBPDn7q63FhJjTB0I2rzqNeKB+SIyG+iMc2P9v6BGZIwxZq/ljCFpGk0kfkNV9feyHVWdLSKv7u4iK5AYYwKmNK+FEYG7K70uAlaoamaQYjHGGGOaSpetMotF5CXgXf/+mcCi3V1kBRJjTJ00pzEkqjo92DEYY4wxlTWtBhLOAi4FrsTp2D0DeHZ3F1mBxBhTJ81pli0RWQ07/IEUEFXtuodDMsYYsxdT1SbVZUtVi3BmqHyiNtdZgcQYYyoMDXYAxhhjTFO1s4q93VXoWYHEGFMH0ty6bG0TkRAgiUr3x93Nn26MMcY0lCbUQAJVK/aigVOANru7yAokxpg6aU6D2kXkSuBOIA3wlh0G+gctKGOMMXs1X7ADqAVV3VZpdxvwmIjM3d11ViAxxgRMaV5jSIBrgN42s5YxxpjGoAlO+4uItAX29+/OAR4REZeq7rRs1Xz6Whhj9jxxumzVdmvENgAFwQ7CGGOMKdMUFkYsIyKnALOAE4DjgdnALgsjYC0kxpg6amYtJKuBX0RkCs46JACo6n+DF5Ixxpi9WRNbh+Q2YEhZ1y0RaQX8Ary/q4uaVYFEVXnx0euYO/MbwiMiuebuV+jRd3CVNEWFBTx082ls3rAKl9vN/geP59yrHig//+t3H/Hui/ciInTtOYAbH3ir/FxBXg6XnTSQA0dP5LKba794s7tjL8JHTgSXULpkDqXzf6ly3tWuK+Ejj8HVui1F372Hd/VCACQmnohxZ4MIuNyULpyJZ7GzCKYrIZnwMSchIaF41i2jZMbkWse1vbjE9kREt0DVR+amDZQWF1ZLE9smicjYlrjcbjatWFxxQoSWbTsSFhGJz+tlW+o6vJ5SwqNiiE1oi4igqmSnbaKkID+g+FztuxO2/1EgLjwr5uNZNLPq+aROhA07CmmZRMn0T/Cu+6f8nLv7AEIHHAxA6YJf8a5aAED44acjkTHgcuHdkkLp718HXL0Q0qUPEaOPd/6dF86meM6PVc67k7sROfo4XAntKZj6Jp4Vf5efi73mcXzpmwDw5WZS8MXLAEhsK6LGn4NERuHdsoHCr98Gn5fGoJG3eNTWWv/mxhmMZ4ypZPQ+ifznxP64XcJ7M9fxzPcrqpy/aEx3ThvRGa9Pycgr4fq357Fxm5OHvH3FcAZ3acWcVRmc+/zs8mseO2MwAzrFIwKrt+Zx7VvzKCgO/P7WpVUkh/Vog4iwYFMOf6RkVTnfr20LRndrTV6JB4B5G7NZuCm3/HyYWzh//06sSM/nxxXpAJwyqD0xYW48/ifDj/7eREFp4DHOn/kzrz1yBz6fj8OOO43jzv9XtTS/fTuZD1/4LyB06bUP1zz0LGmpG3jkuvNRnw+Px8O4087nqJPOBuDOC04gK30LYeERANzx/PvEtdrtWOKdx/fonU58x57GcedfWT2+7ybz4fOPIyJ07rUP1zz4DGmpG3j0+gvw+Xx4PR7GnXoeR/rju++KM8hK24LX66Xv4P254NYHcLvdAcUH0CcxmuP7JyEIs1Oy+HFFxg7TDWjXgvP378B/p61hfVYRLoFTB7WjQ3wEbhHmrM/mhxUZhLiEf43sTIhLcInwd2oO3yxLDzi++uK0djStEgmQXel1Vk0uqNcCiYhMAs5T1WP9+7cCF6hqD//+McBFqjqx0jWTgW6qum9dP3/uzG9IXb+SFz9fwrJFf/Dsg1fy+Jszq6U7/qxrGTBsNKWlJdx26VHMnfkNQw8ay8aUFXz0+iM8+uo0YmJbkrVta5Xr3nrubvYdPDKw4EQIP+RYCr98Gc3LJvLEK/GsXYJmVnyG5mVR/NOHhA46pMqlWpBL4SfPOA+gIWFEnXot3jVL0IJcwg85juJfPsW3JYWI8efj7tQbb8qywGIEwqNbEBIaxpY1ywiNiCI+KZm0lJXV0hXm5ZKXmUFSt95VjkfHtUJ9XrasWUZkizhiE9qRuSkFn9dDxoa1+LweQsLCadOhG5tX/1PtfXdLhLADx1H83dtoQQ4R4y/Eu34Zml1x09C8bIpnfkFov+FVrw2LIHTgKIqmvARAxISL8K5fDiVFFE/7GEpLnGSjT8LdeR+8axdTayJEjDmR/E+eQ3OziDnjOkpXLcK3bUt5El9uFgXfvkv40DHVr/eUkvf2o9UORxx8DCXzfqF02XwiDjuJsH0PpGRB9d/tYGhOLSSqeg+AiLQAfKoaWKnZmAYUrLzWJXDfyQM5/amZbMoqZOpNo/lu4WZWbK54mF+8PpujH55GUamXsw7uwm3H9uPyV53xrM/9sILI0BDOHNmlyvve/clC8oqcwsGdx+/LeYd0q1bQqSkBjuiZwId/p5Jb7OGsIR1YlZ5PRkFplXRL0/LKCxvbG9m1FeuzqlfETflnK1tyiwOKqzKv18vLD/6bO59/n1ZJ7bjljKMZOuooOnbvVZ5m07rVfPrqU9z3+hfExMaTvc2JNT4hkQfe/JLQsHAKC/K57oRDGTbqSFoltgXgqgeeoUe/gXWO75WHbuOO596jVVI7bj3jaIaOOrJafJ+9+jT3vf55tfjuf2NyeXzXnziGof74rnv4eaJiWqCq/PeGi5n9/RQOGjspoBgFOHFAW577LYWswlKuG9WVRZtz2ZJbUiVdeIiLUd1asXZbxb/noPaxhLiER35eQ6hbuHVMN+ZtyGFbYSnPzFxHiVdxCVx9cBf+2ZrHuswigq2JtZBMBb4Rkff8+2cAX+3uovqu2vwNOLDS/nAgR0QS/fsj/GkAEJHjgbz6+vDfp33JmPFnICL06X8A+XlZbEvbVCVNRGQUA4aNBiA0NIzufQaTvmUjAN9+9grjT7qMmNiWAMS3Siy/buU/88jatoXBBx4RUGyuxI74sjPQnG3g8+JZ+TchXfepkkZzM/FlbK5eM+/zVtSGu0PAXyMtUS2QsHB8W1IA8Cz7k5Cu/QKKr0xkTCwFOVkAlBYVIG43Lnf1cmtpUQE+r6fa8YiYWAqynfHAhbnZhEfFOOmLi8rTe0qKEZc4LT615GqTjOZkonlZ4PPhWbMYd8eqhSLNz3YKett9j+7k7nhTV0NJEZQU4U1djTu5u/8H8t/ExIW43DjDyGrP3bYzvqx0NDsDfF5Kl84ntHvVCZo0Z5vTClKLGo+QTj0pXe60pJQumUNIj8Yx6ZPSvMaQiEgXEZkBLAXSROQHEekW7LiM2U5Q8tpBXVqyNi2PlIwCSr3KF39u4MgBbasGtiKdIn/Lwbw1mbSLjyw/N3NZOvnF1fONssIIQESYO8C7r6NdbDiZhaVkF3nwKSzdmkePNjVv7EyKCSMqzM3azOoFkvqyctF82nbsQlKHzoSGhnHQUZOY88u3VdL88Ok7jD3lXGJi4wHKWzpCQ8MIDQsHnLx0N93y6y2+udvH99m7jD159/H5KsUXFdMCAK/Hg8dTsuMlaGuoc8tI0vNLyCgoxaswf2MO/du2qJbu6D4J/LgyA4+v6vcUFuLCJRDqcuHxKUUe53e2xOv89rn9rSSNhU8D24JBVW8F/g/Yx7/9n6resrvrAn4y8GfcS0XkHRH5R0Q+BvJxboo9/MmSgU9wbo74/z/Tf30McB1wX6AxbC9jayptkjqW77dO7EBGWupO0+flZvHHr1MZtP+hAKSuW8HGlOXceP4orj9nJH/+5vwB+nw+Xv7fTVxwzcMBxybRcc5DtJ/mZSPRcTW/PiaOyFOuIfrsWymd/wtakItEx+LLq2gV8+VnI9GxAccI4A4JxeupqGHwlpbgDgmt1fUeT0VNlPq8uLZrko2IiaOkqDCgLlES1QLNr/iZtSAHia5+E9rxtbFoQU7Va6Mqvq/ww88g8pTr0dLiKt28ahVfTByaWzFBky8vC2lR839nQkKIPv06ok+7hhB/QUYiotHiQvDf2H25WbhiavGeDUyRWm+N2HPAE6qajFMouQR4Jrghmb1ZY8pr28VHsqnSg/rmrKIqBY7tnTaiMz8v2bLT85X998zBzH9wLD2SYnj1l9UBxxgTHkJupUJPbrGHmPDqlWq92kRz7tAOTOyXRIvwijxqdI82/LJqx11/xvVO4JyhHRjeuWXA8QFs27qZNm3bl++3TmrHtq1VK09T161m07rV3HbORG49awLzZ/5cfi5980auO+kwLhk7lEnnXlHeOgLw7F3XcsPJh/PRi/8LuJvPtq2baZ1UEV+rpHZkpG2ukmbTutWkpqzm9nMn8e+zq8d3/cmHc+m4YRy7XXz3XX46Fx42kIioGA48fEJA8QHERYSQWVjx75xVWEpcRNV/5w5xEcRHhrBkS9Wy+F+pOZR4fNxzVE/uOrIHP6/cRkGpk78KcOPortw3thfL0xpH64jidNkKZAtazKpTVPUG/1ajsQR1rarsDTyrqn2BHOBynJvgCBHpDazAGV0/wr/Y2ECc6b8A7gX+S5BmtPF6PDz677OYeOoVtO3gVIB6vV5SU1by4As/cOMDb/HUfZeRl5vF1I+eZ+hBY2mT1CEYoQJOAabwgycoeOcRQnoPccY7NEEhYeHEJbQly98q1ZgU//AOhR8+Du4QXG13uaBog8l9+R7y332cgq/ecsaZxLUOShx7sXaq+rH/tajqKmqwoJMxDazJ5bXHD+vAgE7xPP9D9S6/O3L92/MZ8u9vWLE5l4lDkhs0tlXp+bw4ex2vz93Aum2FjOuTBMDg5FjWZBSQt4PxK1OXbOH1uRt4d/5GOsRF0C+pYfNgr9fLppQ1/OflT7jmoWd5/p4byM9xKuPatE3m8Y9+5OnJvzHty4/IykgD4OoHnubxj3/i3tc+5595vzNtyse7+og6xudhU8oa7n7pY65+8FleuPdG8nMr4vvvhz/w1Bcz+aVSfAC3P/suL34/D09JCYvmNFy3YwGO3TeRLxZtrXauc8tIfAp3fruCe79fyaE9WtE6yql4VeDRX9Zw97cr6BQfSdsW4Q0WY3MjIjkikuvffCLi8W8+Ecnd3fV1LZCsV9Wy36i3gZE4zcQj/Nss4A/gAGAwsFRVi0RkENBdVT/b3QeIyMUiMldE5qalpVU7P+XD5/jXaUP512lDadmmLelb1pefy9i6gdYJ7atdA/DU/ZfRvmMPJp1+Vfmx1knJHDDqGEJCQ2mb3JX2nXqSmrKSpQtmM/WD5zh/Qk9efeJmfpr6Nq8/+e+afD/lND8biYmv+Lli4qrU9Nf4fQpy8W3bjKtdVzQ/p0pNuSs6Ds3P2cXVOxYd35qEzj1J6NwTr6cUd0hY+Tl3aBheT+kurq7K6yklpFKLirjc+LzOzd0VEkrr5C5kbl6Pt7RkZ2+xS07LUMXPLFGxaP5uf8/911ZtEdm+xQQAnxdvyjLcnXoRCM3LRlpU1J65YuLR3Jr/O6u/xUuzM/BsWIkrsQNalI+ER5Z31XO1iK/SMhZsKlLrrRGrUsUmIvtj0wCb4At6XguwKauQdi0rWkTaxkewaQdjLUb2TuBfY3tz3vOzKfHUvEuRT2Hynxs5etCO8+2ayCv20KJSi0iL8BDytusmVuTx4e+Zw4JNObRt4eR57WMjGJwcy8UHdmJ099b0S2rBId1aOe9b4uRjpV5lydY82sZGBBxjq8S2pG+u6L2RsWUTrRLbVUnTOqkdQ0cdSUhoKEnJnWjXuTubUtZUe5+OPXrzz7zfy68BiIyO4eBxx7Fy0fyA48vYUhHfti2baJ1QtWte68R2DKsSX7cdxtepUnxlwsIjGDb6yGrd1Goju8hDy8iKf+f4yFCyK3X9Cw9x0bZFOFeO7MSdR3Snc8tILjygAx3jI9ivQyxLt+bhU+ffdU1GIR3jq/57Fnp8rEwvoG9i45jbxBfgtiepaqyqtgBeAE4Fwvzb6cBLu7u+rgWS7duDFH+tjX+bpaq5QAQwmoo+rcOBoSKyFpgB9BKRX3b4AaovqupQVR2akJBQ7fyEky/jqffm8tR7cxk+eiI/TX0HVWXpwt+JiomjVUK7ate89eydFORlc9ENVWfyHD56IgvnTgMgOzOd1JQVtE3uyo33v8lrX63i1SkrOP+ahxkz/swqM3PVhG/rBlxxrZ2HVZebkB4D8a6pWbcgiY5zxo4AhEfibtcFzUpDC3LRkmJcSZ0ACOk9BM+a2g/Ezs/KIG3dCtLWraAwL4cof5/Q0Igo1Ovd4ViRnSnKyyEqznkgj2wRR3GB01QqLhdtkrs4s2sVBv5850vfiMS2cgp3LhchXfvh3bC8Rtd6N67C3b4bhEVAWATu9t3wblwFIaFQ1uIkgrtDT2cMSAC8m1Nwx7dBYluBy01on8GUrl5Us4vDI8HfvU0ionG37+qMKQK861cS2ssZqBi6zzA8qxYGFF9DUJVab43Y+yIywP86FHgQuCiI8RgDjSCvBfh7XRZdE2Po2DqKULcwaUgHvl9YtStPvw5xPHTaIM5/fjYZeTWreOqSUPHQd0T/tqzcUrNKph3ZlFtMy8hQ4iJCcAn0SYxhZXrVuSmiwyq6aPVoE10+4H3qP1t5YXYKL85O4ZdVGSzeksv01dsQgchQf4WQQPfWUaTnB1apBtCj3yA2paxhy8YUSktLmPntFwwbdWSVNPsfOpbFc2cBkJOZwaZ1q0jq0ImMLakUFzmFwLycLJbOn0P7Lt3xejzkZDr5lqe0lD9//YGOPfrUW3xDR1eNb9ihY1k89zd/fNvYtG41Sck7iu8P2nfpTmFBPplpTvc9r8fDnzN+JLlLDwKVklVIm+gwWkWF4handWtRpckVijw+bv9mBfd8v4p7vl/FusxCXv59A+uzisgq8NDT/zsX5hY6t4pkS14J0WFuIkOcf+dQl9ArMZotNfwdbmhNrMvWUar6oar6/Nv7wJG7u6ius2x1EpHhqjoLpwQ0A/gHaI9Tg3O5P91fwKXATQCq+hxOX21EpAswRVVH1zEWho4cx9yZ33DRpL7+aX9fLj/3r9OG8tR7c0nfsoEPXnmIDl16c/UZziKSE06+nKOOO5/9hh/JvNk/cNmJA3C53Jx39YPExtdTlxn1UfzrF0QecwGIi9Klc/BlbiFs2BF40zbgXfsPrsQORIw9GwmPJKRLX3z7H0Hh+4/japlI2EHjnTEXIpT8NR3fNicTKJ7+GeFjTnam/U1ZVqcZtgCK83OJiG5BUtfe5dP+lkno3JO0dc7MJ7EJbYlqEY+Ii7bd+pCfnUluxhbys7fRql1Hkrr2dqb93eQMuI+Jb4M7LJwWrZNo0dppHs/YsLq89aTm36NS8vvXhB9+BrgEz4q/0Kw0QgeNxpeRinf9clyt2xN26MlIWATuDr3QQaMo+uJ5KCmidMGvRIy/EIDSBdOdAe4R0YSPOQVxhYD8f3v3HR9VlTZw/PfMTHolIaTRq/ReRBAQFRAVCzaw4Nrr2ntva1t1d9XX3rvYxa4oiIIU6b0TSCOk95k57x93mCSkkQkwSXi+H++HW8698yTgnHu64ErbinPdIt9+gcZN8exPCDv9cuvveeUC3FlpBI2chCttO87Nq7DHtyP05IuQ4BAcnXtjjpxIwVuPYY+JJ+S4M71/z6ULf/LOzlU89ytCJ59P0FEn4M7YScnK+fUEcqgIpgWtr2qMeajSfqNn/lPqAGkSea3Lbbj7o+W8e9VIbDbhwz+3sT41n5smH8Gy7Tn8uCKNu07tTViQnRcutvLXnXuK+MeLVg35J9ePomt8BGFBDhY+NIGb3v2bOWszePq8QUQEW9+/a3bmcvsHy+oKo07GwE8bdjO1XyI2EVak5pFVVM5RHVuRll/KpqwiBiVH0bV1GG5jKCl38+3a6t16KnOIMLVfEnYBEWFbdhHLdzW8N8JedoeDi297mIeumIbb7eKYKWfTrmsPPnj+cbr06s/QsRMYMHIsy/78jetOG4PNZue86+8mIjqGZX/+xptPPeCdQv/k8y+nQ7eelBQX8dCV03A6nbhdLvoNH82xp033Ob6Lbn2Ih6+chtvtZtyUs2jXpQcfPP+EJ77jK8U3FpvdznnXeeKbP4e3nnoAwSo1n+SJLycrk8euu5Dy8jKM203vISM5fup5Pv8O3QY+WZ7G5Ue2wybCgu05pOWXMemI1mzPKWFVWu1zOMzdsodpA5O4dVxnRGDB9hxS80pJjAxi+sAk9s65s3RnfrXxJ37hx0UOfZQuIncB73qOzwVS60gPWH2kffo0z5fbd8AiYDCwGjjPGFMkIrOAKGPMKE/aGcDrQJIxJrWG53y9P5n/kCFDzKJFi5i1ZP+7EB0qkwdVdFMqeP5WP0ZSu/ArKwbl71y33I+R1C65Rz/vftGbD/gxkpqFXnCPdz/3qev8F0gdom54hoHt4vl7R/pBb4ro07ef+fTzrxt8X4+uHRYbY4YchJAaRUQ+AW42xmwWkf8DjgIeNMZ87OfQ1GHKn3lt26s+P4A/yYGR8twp3v0nft3kv0DqcPPYLt79T5bV+x52yJ3ev6LnyMyltU/8409TK3Xbu+4L3yaZOdiemdKT+K59SN+48qDmtXFdepvTHvvIp3tfOqPPIc9rRSQWuAerskSwKlDuN8bU2fWksS0kTmPMufueNMZM3uf4DeCNmh5gjNkKaE2kUs1UE581q6G6eQojQ4EuwATgB0ALJMqfNK9V6jDWnFpIPAWPfzZ0Pa+W09dCKeUXLWza371OBD7y1DLv/yAqpZRS6gBrTmNIRKSDL+t5+dxCorUtSimaTwFjf/0kIguANsBgEYkEms6UZuqwo3mtUqo5tZAAL2Ct5zVTRJZQsZ7XpLpuamyXLaXUYa6Jz5rVIMaYGzyzbO0wxuxd4XKsH0NSSil1GDMG3M2rRFJtPS8RqXc9Ly2QKKV8ZmhxY0gwxjTNGR+UUkodlppVccTH9bx0DIlSSimllFLqQPBpPS9tIVFKNUpLayFRSimlmhI/LnLYYL6u56UFEqVUo7T0AomIfGGMmeLvOJRSSh1+DNZCkM2FiLwG1V8MjDEX1nWfFkiUUo0gLWpQu4jkgXeR4b1/hopIDvCyMeZmP4anlFLqMNScWkiAyqslhwFnADvru0kLJEopnxnA3YJaSIwxkfue80xbOBhYDmiBRCml1CHVnMojxphP9zn1toj8Wd99WiBRSjVKS++yBfzLGGNE5Bt/B6KUUuow48dFDg+gXSJiN8a4akugBRKllO9My1qHRETaA/8FRmJ12foTuAbAGHOrH0NTSil1GGqGY0i6AScBEZVOjwTuEpFfjTG/1XSfTvurlGoU41mtvSFbY4hIjIj8KCIbPH+2qiHNABH5U0RWichyETlrPx//OjATSAQSgI+A1xoVsFJKKdUIxtNK0tDNT2YCkUB+pc0JFABltd2kLSRKqUbwy6D224CfjTGPishtnuN9Wy+KgPONMRtEJAlYLCLfG2Ny6nl2rDHmnUrH74jITQcscqWUUqqBmlEDCYDLGHNf5RMicq4x5t913aQtJEopn+1dqf1QtpAAU4A3PftvAqdUi8uY9caYDZ79XUAGELcfz84UkRki4vBsFwKZjQ1YKaWU8pXbGJ82P7mmhnPX1ndTs2whmTwowN8h1Cn8ysf8HUK9knv0qz+Rn4VecI+/Q6hT1A3P+DuEw1W8MSbVs58GxNeVWESGAYHApv149oXAf4DHPcfzPOeUOuykPHeKv0Oo081ju/g7hHqd3j/R3yHUaeqAJH+HUK9npvT0dwgtlohMxMrz7MArxphHa0l3OlZXrKHGmEW1pPmvMeZaY8y8SudGAhcB44DOdcXSLAskSqm6FUUmH7LP8rHLVmsRqfyl9pIx5qW9ByLyE9YYjn3dWfWzjRGRWquBRCQReBu4wBjjri8oY0wKcHp96ZRSSqm8wlqHRBwwxhycaX9FxA48BxwHpAALReRLY8zqfdJFAP8EFtTzyIkiMhWYC0wHzgO2Yo3NvLS+eLRAopRqlHrf8mu22xgzpLaLxphja7smIukikmiMSfUUODJqSRcJzALuNMbM35+gfF1hVimllDpYDtIA9WHARmPMZgAR+QCrS/TqfdI9CDxG/etwnQDcjdWVOgeYVtuMWjVplgWS7KWz/R1CNa0GjPPuF/zf7X6MpHbhV/zLu79143o/RlK7jl27e/fXbKx3Yc9DrmfXipaH31YW+TGS2o3pE3pIP88Pg9q/BC4AHvX8+cW+CUQkEPgMeMsYM7MBz/ZphVmlWqKNGcX+DqGarm1CvPtP/bbZj5HU7oYxFT1TXvhzq/8CqcXlR3b07l/92Rr/BVKHZ0+t6KbV564f/RhJ7VY+dNwh+6xGlEfq6o2QDOyodC0FGF75ZhEZBLQzxswSkToLJMaYjcAFInINcDbwmIi4sVpIPjDG5Nd1f7MskCilmoYDNEi9oR4FPhKRi4BtwJkAIjIEuNwYc7Hn3NFArIjM8Nw3wxiztK4H17LC7H61riillFIHmrUOic8lkjp7I9RFRGzAU8CMhtxnjMkDXgJeEpFeWOMwl6FjSJRSB9OhbiExxmQB42s4vwi42LP/DvDOvml89Ht9K8wqpZRSB8tBmjBrJ9Cu0nFbqvYIiAD6AL+KCFjjOr8UkZNrG9i+L894lJs9U/TXSQskSqlG8UMLySFljNF1SJRSSvnHwVvkcCHQTUQ6YRVEzgamVXysyQVa7z0WkV+Bm/a3MFLZ/lToaYFEKeU7A+5mtmKTUkop1ZwcjHzWGOMUkauB77Gm/X3NGLNKRB4AFhljvjzwn1o7LZAopXy2d2FEpZRSSh14Vj57cGr+jDHfAN/sc67GReCMMWN9/RwRifSMLamVFkiUUo3ih1m2DjgRuaCu68aYN+u6rpRSSh0s/lt03XciEgacjDXJzECgY13ptUCilFIw2PNnW6y52X/EWo/kOKx+tlogUUopperhWdX9LGAI8B3wzP6sR6IFEqVUozTHmpt9GWOuBRCRX4A+xpgcz3E01nomSimllF8cpEHtB8tHwLvAYGNM9v7eZDt48SilWj7B7cPWhCUDpZWOS4AkP8WilFJK4Ta+bX4yBsgD/haRT0XkTBGpd8VmbSFRSvnM0DLGkFTyNjBfRD73HJ+GVdOjlFJKHXLGNK8WEmPM71jrd10DHIPVfetJoH1d92mBRCnVKM3oe7JexpiHROQb4CisMSQXGGOW+DkspZRSh7HmlM+KiANwGasU9TPws4jY67tPu2wppRrFIA3emioR6QBkAV8CXwBZnnNKKaWUX7iN8Wnzk9lAe7F8IyI7gavqu0lbSJRSvmt5CyN+hdUyYoAwrGkKNwBH+DEmpZRSh7Hm1EICRBpjtonIGKAQKx9dCvy3rptaXIEkJLkbAZExGLebou1rcBUXVEtjDwknrH1PsNkoz9tD8c4NAAQndCQoJgm3qwyA4l2bcebvsa61aU9gbCIYKNq5wXu+IeztuhM06kQQG+VrFlL+d9VZ0GyJHQk66kRssQmU/PgBrs0rrfOxiQQdfQoEBoFxU754Ns5NK6yf95RLISAIAAkJx52xg5Lv3mlwbJXFtI4jJDQMYwy7M9IoKy2tliY6JpbwiEhsdjvbN2/0no+MjiY8MgoMuFwudmek4XI6AQiLiCS6VQwAOdl7KMyvc42cGhljeOTBe5jz2y+EhITwyGNP06t332rpnnnqMb78bCa5ebksXrbee/6zTz7iycceok18AgDTz5vB1DOnsXNnCtdeeTFutxun08n08y7k7GnnNTi+vTH+79GbmT/3e4KDQ7jtoRfp3mtglTQlxUXcd+O57NyxBbvdzpFjJnHZ9Q8C8MVHr/D5+y9is9sJCQ3npnv/R8cuPcnNyeLeG85l7crFTJxyLtfd+ZRP8R1ILW0MiTGmX+VjERkKXO2ncJRqcub88gMP3XUzLpeLM6fP4LJrb6pyfVfKDm655hLy8nJwu9zcdNcDjD12Itl7srjmoumsWLqY084+l3v/9bT3nrKyMh64/XoW/DEXm83G9bffx8QTT/E5xo6tQhjbNRabCCtS81i4I7fK9V7x4RzdOZaCMitvWrozj5Vp+QBcd3Qndhda7wD5JU6+WJVe5d5xXWLpnRjBs79v9Tm+dtEhHNUxBhFYk17A0l1V4+sRF86IDq0oLHMBsDItj7UZBSRFBjOyY4w3XXRIAD+tz2RrdhEAw9pF0znWyrtXped7fyZf9GwTxtR+8dhE+GNbDj+uz6ox3YCkCC4e3pbHZ29he04JQ9pGcmy3WO/1pKggHpu9hZ25pfxzVHsigx2Uu6y362fnbafA8zP64qhusdx2Qg/sNuGTxTt5dc7WKtfPH9me04ck43Ib9hSWcfdnq0nNKWFop1bcekIPb7pOrUO5+aMV/LImkzcvHkJYkPVqHBMWyIqUXP753jKfYzwQDKZZjSEBREQCsNYg+dwYUy4i5fXddEALJCIyBbjQGHOK5/h24CJjTFfP8UnAJcaYk0XkVyARKPbcfrwxJqMxn++IiMEeFELemgXYQyMJbduD/A2Lq6ULbduDwh3rcBXlEd65H46IGG8BoyRzB6WZO6qktwWFEtAqnry1f2ELCCK8ywDy1sxvWHAiBI0+meKvXsUU5hFy+lU4t67BZFf8yKYgh9JfZhIwYHSVW42znJJfPsLkZiGhEYRMvRrnjg1QVkLx5y950wVPmI5zy+qGxbWPkNAwHAGB7Ny+laCgYGLj2pCasqNauuLCQvJzc0ju0KnK+bLSUlJ3bMcYQ0RkFDGxcWSmp2Kz2YiOiSF1x3YAEtu1p7iwALfb3aD45vz2C9u2beG7n35n+dIl3H/P7Xz4ydfV0o0bdyzTz53BxONGV7s2afJJ3HXvw1XOxcW14f2PviAwKIjCwkKmTB7PMeOP8xZcGmLB3O9J2baRd2ctZ/XyhTz90HX833vVp+A+a8Y/GThsDOXlZdxw8WQWzP2e4aMncOwJZzLlzIsBmDd7Fs89cRtPvPAFgYHB/OPqu9mycTVbNjTu7/lAal7fkw1jjFkoIoP8HYdSlfkrr3W5XNx32/W88dHXJCQlc/qE0RwzYTLdevT0pnn+6UeZNOU0ps+4lA3r1nDJ9FP5ddFagoKCue62e1i/dhUb1lb9/vq/Zx4jpnUcP/65HLfbTU52wyv89hLgmG6t+WR5KvmlTqYPSmZTVhF7iqq+D63PLOCXjdVfsp1uwzuLd9b47PjwQIICGtfTXYBRnWL4enU6hWVOTuubxLbsIrKLq8a3KauQ37dU/T3syith5vJdAAQ5bJwzMJmUXOuvtUdcOGFBDj5YasUe7PA9TgHO7J/As/O2k1Nczs3jOrEiNZ+0/LIq6YIcNsZ2iWHLnmLvuUUpeSxKsSobkyKDuGR4W3bmVlRqvrloF9tzSnyObS+bwF0nHcElry8hLa+EDy8fzuw1mWzOLPSmWZOaz1n/t4CScjdnDWvLjRO6cdOHK1i4JZupz1nvcJEhDr69fhR/eP4tXPDKIu/9T5/Tj9lrMhsda6OZZpfPvg1swZpp6x4RiQTqfWk50GNI/gBGVDo+EsgTkTae45GeNHtNN8YM8GyNKowABEa1pnRPGgCuojzE7kAcgVXSiCMQsdtxFVn/w5TuSSMwqnW9zy3PTgdjcJeV4C4txh4a2aDYbG3a4c7NwuRng9uFc+MyHB17Vklj8nNw70mr9i/P5O7G5Fr/s5iifExxIRISVvUDAoKwJ3dpdIEkNCzM23JRWlqCzWbHbq8+Fqm0tASXq3rNRklxsbckX1pSgt1hlXlDQsMoKSrC7XbjdrspKSoiJDSs2v31+eWnH5hyylREhP4DB5Ofn0dmRnq1dP0HDiauTfx+PzcwMJDAIKulqbysrMEFpcrmzZ7FhJOnISL07j+MgvxcsjJTq6QJDgll4LAxAAQEBNK9Z38y062MJiy84t9WSXEh4hlzERIaRr9BIwkMDPI5toOhhU37i4icKiJPebbTgBNEpGkHrQ43fslrly9ZRIdOXWjfsROBgYFMPmUqP3+3T4WQCAX5Vs18QV4ebeITAStvGTJ8JEFBwdWeO/P9t7j82psBsNlsxMTWnSfXJSEyiJzicnJLnLgNrM0opEtsw/OafQlwdJdY5m72vbAE0CY8iLwSJ/mlVnybdhfSsVW9M6JW0zkmlB3ZxTg9fWZ7J0SwOCXHe73E6Xse1jEmhN2FZWQVleMysCQlj36JEdXSndgzjh/XZ+F01fxZg9tGsmRnw3tC7I++baPYnlVESnYxTpfh2xVpHNMzrkqahVuyKSm3Ylu2I5f4yOr/9o7vHc/cDbu96fYKC7IzrHMMP69p9KvpAWGM8WnzU6xPAL2w1vQqNMbkGWOm1XefzwUSEekoImtF5F0RWSMiM7H6iuWJSFdPsmTgE6wvRzx/zvP1M+uNKSAId3lFSdxdXootoOrLm22fNKa8FKmUJigumYgeQwltdwRid9Ty3JJqz603trBITGFFs6wpzEPCohr0DABbm7aI3Y7Jrfql6OjUC1fKRiiv3r2qIewOB05nRU2N0+n0FioaKjwyiuKiwkrPdTb6uRnpaSQkViwLEZ+QSHp6WoOe8cP333LKicdy3dWXkpq6y3s+NXUXp5x4LMccPZSLL73Sp9YRgMyMXcQltPUex8UnkZmRWmv6/Lwc/vj1WwYNH+s999n7LzJtUh9eeOourr39SZ/iUA0nIo8BlwLLPdtlwLWmmbWXq5ajKeW1aWm7SExK9h4nJCWTnrarSpprb76TL2d+wKgBXbl4+qnc88i/63xmXm4OAM889gBTjj2Say6ezu4aKpn2V3igg/zSirymoNRJRFD1SrWurcM4b3AyJ/ZqQ3il6w6bMG1QMucMTKJLbEVBYUByJJt2F3m7UfkqLNBOQeX4ypyE1RBfp5hQzuiXxHHd4wgLrDn+DbsrWgMigxx0jQ3jtL6JnHBEG6KCfe8AExXsILu4Isbs4vJqz2sbFUyrEAer0qt3i99rUHIki3ZULZCcOyiR28Z1YmIP3wudAG0ig0ir1PKSnldKm8ja38tOG5zE3A27q52f1C+Bb5dXf4cY37MNCzbtobC0cX/fhyMRGewphDSoVNzYFpIewPPGmJ5YTTNXYn0JjhSRHliDQed7jh1Af2BhpftfF5GlInJ3bTWQInKpiCwSkUWZmQe36ax0907yVs8nf91C3OWlhCR1rf+mQ0hCIwgefyYls2di9d6v4OjWn/KN/u3nWFlYeARBwUHkZu/3Ip2HxLhjjuOn2X/y+dc/ceRRR3PHLdd5ryUmJvH51z/x3U+/88VnH7N798FvqnU6nTx4ywxOm34FSe0qur+des5lvPftSi67/kHefumxgx5HYxjT8K0JOwGYbIx5w7NNACb6Oyh12Gs2ee3Xn33MaWefy+9LN/LKu59x09UX19ni7HQ6Sdu1k4FDR/DFT38ycMhwHr3/Dp8/f39sziri1QXbeXvxTrZlFzOxRxvvtVfmb+e9JTv5Zk0GY7vGEhXsICzQTve4cP7emVvHUw+crdlFvLskhY+X7yIlp5hjulZ9eQ8NsBMTGujtrgVgtwlOt+HTFamsyShgbJfGvfDXRYDT+7bh05W1tx50aBVMuctNan5FoeGNRbt45JctPD13G11iQxjWruGVsr44sX8CvZMjeX3u1irnW4cH0i0+nHkbqnfdm9QvgW9qKKj4iy/5rB/z2st8uamxBZIdxpi9tTDvAKOwmolHerY/gb+A4cBAYK0xZm/nwenGmL7AaM9W4whiY8xLxpghxpghcXFx1a4HtU4moscQInoMwTjLqrRc7NsaAtVbTSQgCONJYyq1DJTtScURajVRmn3usQUEV3tuffZtEdm3xaReAUEEn3ABpQt+wJ2+z5iO4FDsbdrh2rauQTHtFREVRVK79iS1a4/L6cLhCPBeczgc3kHp+ys4JJSomBjSU3ext+DkcjpxVGoRachz33vnDU496XhOPel44tq0Ia1Sq0Z6WirxDWjJiG7Vyts1a+qZ57Bq5YpqadrEJ9C12xEsXrhgv5/72fsvctHUEVw0dQSxcQlkpqV4r2Wm7yKuTWKN9/37/qtp26ErZ5xX87jpYyadwe+/VB8j01QYBGMavjVhbsA7ItPTBcb3vg9KHRh+z2sBEhKSSN1VMb4ibddO4hOSqqT5+L03OeHk0wEYOHQ4pSUlZGdVr5neq1VMLCEhoUyYPAWASSedxqoVS2tNX5+CMicRQRV5TXiQg/x9arlLnG4846pZmZpPfERQpfuttLklTlJySmgTHkSb8ECiQxz8Y3g7LhrejgCb8I9h7XyKr7DMRXjl+AId1WrhS51u7+yFazMKaB1Wtea/S2woW/YUVZnhsKDMxZY91uD2LXuKiAmt2l29IXJLnLQKqYixVUgAuSUV+XWQw0ZiZBD/HNWe+4/vQseYEC4b0Zb20RVdoga3jfSOJan83L0/36KUPDq0qt6Fan9l5JWSEFXxe4mPDCIjr/p72YguMVw6phPXvLPUO5h+r4l94/l5dYa329te0aEB9G0byZz1tf+7PdSaWZetS325r7EFkn1/WoOn1saz/WmMyQeCgbFU6tNqjNnp+TMfeA8Y5ksApbt3kr9uEfnrFlGWu5ugGOvl1B4aiXE5Mc6qg7CMswzjcnnHgATFJFCWa/2jqzzeJCCqNa4Sqzm0LG83Aa3iQQRbYDC2oBDvGJT95c5IwRbdGoloBTY7jq79cW1ds3832+wETzwX5/q/vTNvVebo3AfntrXgaljBYa/83Fx27djOrh3bKSosICzC87sJCsbtdtc4VqQ2gYFBxLZpQ0bqLtyV7isuKiQ4NAybzYbNZiM4NMzbnas+086dwWdf/cBnX/3A+GMn8sXnMzHGsOzvxURERDRorEjl8Sazf/6Bzl2sVrC01F2UlFi1Tbm5OSxZ/BedOnfZ7+eees5lvDpzPq/OnM+oY07i+y/fs2Y6WfYXYeGRxMZVL5C88t/7KSzI4+pbH69yPmVbxaxl8+d8R3L7/Y/jkPNM+9vQrQl7EPhLRN4SkTexapkfrucepQ42v+e1AH0HDmbr5o3s2LaVsrIyZn0+k/ETJldJk5Tclj/mzgZg4/q1lJWWENO65gIOgIhwzPEnsGDeHAD+mDubrt19n2U7La+U6JAAIoMd2ASOaBPG5qyqeU3lLlBdYkPZU2S9JwQ5bNg99SXBDhtJkcFkFZWxZU8xL/65nVcX7ODVBTsodxte+6v6ZC/7I6OglKhgBxFBVnxdWod5Z8naKzSgIr4OMaHk7DPgvWvrcDburvozbd1TRJJnjERSZDC5JfVOalSrbdnFxIUHEhsagF1gUNtIlqdWzNhV4nRz2zcbuPeHTdz7wya27inmxfkp3sHqgtVda3GlAolNKn7vNoE+CeGk1lCA2F8rd+bRPjaU5FbBOOzCpL4JzF5btWXviMQI7p3Sk6vfXcaewuq/j9paQY7vHc9v63ZT1ohxOAeSNZtl8ymQ+Kqxs2y1F5EjjTF/AtOA34E1QBJWDc6VnnRLgcuBW8C7imO0MWa3Z2qwE4GfGhkLzrwsXBExRPYcAW4XhdvXeq9F9BhC/jpr9oSilPWEtT8CbHbK87K8M2yFJHXBERKOAdxlJRTtsFoc3CVFlOdkEHnEcDCGopT11T67XsZN6dwvCTnxHyBC+dpFuLMzCBx6LK7Mnbi2rsEW15bgieciQSE4OvbEPfRYij98BkeXvtgTOyHBoTh6WBP+lP4yE3eWNS4hoGt/yv6uPouTL4qLCgkJDSO5Q0eM25r2d6+kdu3Z5Zklq1Vsa8IiIhAR2nbsREFeHjl7smjVujU2sdEmwXoBdzqdVuHE7SZ3TxaJbdsDkLsny6eB40ePPYY5v/3CxPGjCA4J5uFHK6a+PfWk4/nsqx8AePKxh5j11eeUFBczbtQQTj/zHK6+9kbefus1Zv/8Iw6HnaioaB55zJp6cvOmjTz+6AOICMYYLrzoMrr36FljDPUZMXoCC+Z8z/QT+hIUHMKtD73ovXbR1BG8OnM+GWk7eeflx2nfqQeXnGl1+z71nMs58fQZfPb+Cyye/yt2h4OIyFbc/nDFTGpnTehJUUE+5eVl/P7LVzz50pd07OJbnAdKM/vOq5MxZqaIzKHipe0WY4zvHdqVOjCaRF7rcDi4919P8Y+zT8blcjH1nPPpdkQvnnnsAfr2H8T4iSdy232PcteNV/HGi8+CwKP/fYm9vcTGDjmCgvx8ysvK+PHbr3j9w6/o1qMnN9/9EDddfREP330LMbGtefQ/L9YTSe0MMHvjbk7vm4CIsDItn6yickZ2bEVafimbs4oYmBzpnR63xOnmO8+LbExoAMd1i8NgEISFO3Kqzc7VWAb4fcseJveMRwTWZRSQXVzOkHbRZBaUsi27mD6JEXRsFYrbQKnTxeyNFTX1EUEOwoPs7MqrOlPV3ztzGd+tNf2SIil3ufltk++1+24DHy1L46qj2iEI87flkJZfxuSerdmeXcKKtNrHjQB0bR1KdrGTrEq/O4dNuGpkO+w2wSbC2oxC5m3N8TlGl9vwyNfrePGCQdhtwmeLd7Epo5Crxndh1c48fl2byY0TuxEaaOeps63Z3FNzSrjm3aUAJEUHkxAVzKKt1buVT+oXzyv7TCHsV02/q/MBIb6WoESkI/AdsAgYjDWl13nGmCIRmQVEGWNGedLOAF4HkowxqSISBswBAgA71hfkDcaYOqvihwwZYhYtWkT20tk+xXwwtRowzrtf8H+3+zGS2oVf8S/v/taNPhSqDoGOXbt799dsrHnqRX/q2bViQOdvK4vqSOk/Y/qE0qP3INatWnLQ+0Z17TnEPP7mXw2+7/Th9sXGmCEHISSfeBZwqpUx5sCU+JVqIH/mtRsziutK5hdd24R495/6bbMfI6ndDWM6e/df+HOr/wKpxeVHdvTuX/3ZfvbUOMSePbWioq3PXT/6MZLarXzoOEISu1Ocuv6g5rXhbY8w/a59qf6ENfjz1jFNKq+tS2NbSJzGmHP3PWmMmbzP8RvAG5WOC7G+WJVSzZihyXfB2l83ev6MAoZQMSB4mGe/zgKLUgeZ5rVKHcaaQwuJiHSo67oxZltd11vcSu1KqUOrOXxR1scYczKAiHwF9Nr7xen5gn3On7EppZQ6nDWb8SBfYQ0hcmDNDLjdc749sA6os3+5z4PajTFbjTF9fL1fKdUyNKOpCPdHV6DyaNXtnnNK+YXmtUod3qxB7U0/rzXG9PPM6LcQONIY09EY0xFr4o3F9d2vLSRKKZ8ZA+6mPY1vQ/0CfCMiH3qOz/GcU0oppQ49Q3NpIdlriDHGu26CMWa+iLxW301aIFFKKQ9jzFUicirWzEUCvGCM+dTPYSmllFLNxSoReRlrmnGAc4Hqa1bsQwskSqlGaV4VN/tlLlCO1VI+38+xKKWUOsw1s3z2PKzpx6/Gqtj7HXi+vpu0QKKUapRm9kVZJxEZizVL0TzgeGC1iDxkjGma804qpZRq8ZpTly1jTImIPIc1zbgB1hlj6l25WwskSqlGaSHT/u71ODDeGLNJRJYAE4GfAS2QKKWU8otmVB5BRPoBM4FMoA+wUkSuMcYsqes+LZAopXxmzf7Roga1BxljNnn2xRhTLCKBfo1IKaXUYcvKZ5tRiQT+B5zvGcy+BDgZ+AQYW9dNWiBRSvmu6U/j21BGREKNMUVAgIjcAmyq7yallFLqoGh++WyUMWbv+EsxxmSJSFh9N2mBRCnVKC2sy9ZdQDKwAfgDCAQu9GtESimlDmvNrIXELiIOz7gRm4icCeyu7yYtkCilfLZ3waaWwhjzdaX9S/0Zi1JKKQXNLp99BugOrAZ2AROAGfXdpAUSpVSjNLMvyjqJyGasaQqrMMZ08kM4SimlDnumWbWQGGNerbQ/CUBE4uq7TwskSqlGaWFdtoZU2g8DzgJa+ykWpZRSh7lmOKgdEekAjPZsI4FSquav1WiBRCmlPIwxeyod7gGeFJFF/opHKaWUak5EZJtn9x3gM+BGY0xBffc1ywJJqwHj/B1CncKv+Je/Q6hXx67d/R1CvXp2TfZ3CHUa0yfU3yHUKrws69B8UPOb/cMXT4uIzRjj9ncgSh1KXduE+DuEOt0wprO/Q6jX5Ud29HcIdXr21J7+DqFeKx86zt8h1Kprm/CD/yHNL599ABgDHAN0BbqIyO/GmGV13dQsCyRKqabBAO4W9JouIqcBFwCRnlMGGApcLCJvGGPe9FtwSimlDkvNqcuWZwzJqwAiMgW4A2ttEltd92mBRCnVKM3oe3J/PAJcDuR5jg3wHnATsNNfQSmllDp8Nad8VkRuB0YBMcAyrFm35tZ3X7MskOQ8fo2/Q6gm+pb/efd3rauzVcpvknr09+7nz//Kj5HULmLESd79pROO9mMkNRvw/RzvfslXz/sxktoFn3TlIf285vRFuR+KjDG/Vj4hIsXGmMV+ikcpv7l85ip/h1DNC1N7e/e/WJ7mx0hqN6Vfgne/oLTpNSGHB1VUVMec/54fI6ndnremefc3pBf5MZLadYs/NN22rZ4IzSqjPQuIBr4B5gHzjDEp9d3ULAskSqmmwZgWN8vWkTWcu+uQR6GUUkpBsxtDYowZICJRWK0ko4ErRSTeGNO1rvu0QKKUapTm1Le1NiKyyBgzxBhT6jlOxFrI6TxgHVZNj1JKKXXINbd81hiTC8zybIhIcH33aIFEKdUozex7sjYFIvI/4HdgOpAEvA2MNsYcoinLlFJKqeqaez5rjCmpL40WSJRSjdJCZtk6DjgX+CfQDngYeN9Ty6OUUkr5SfNaqd1XdU7BpZRSdTHGt62pMcaUG2NeN8aMBI4FOgJLRORdETnWv9EppZQ6XFkrtbeMvLYuWiBRSqlKjDHrjDG3Ad2wpvw9tNOWKaWUUs2YiPQVkTdFZLFne1NE+tR1jxZIlFKN4jYN35oDY4zbGDPLGHOav2NRSil1mDLWoHZfNn8QkROAT4BfsSaHmQHMBj4XkUm13adjSJRSjdLcmoWVUkqp5qSZjSF5AJhsjNlQ6dwKEZmH1evg25pu0gKJUqpRTHNp8lBKKaWao+aVzYbsUxgBwBizQURCartJu2wppXxmfOiu1djyi4jEiMiPIrLB82erOtJGikiKiDzr42fZRWSC79EqpZRSjdOcumwBRkSqlS9ERIDS2m7SAolSqlH8MPPHbcDPxphuwM+e49o8CMxpyMNFxCYi40TkBWATcJHPkSqllFKN1MwKJF8Dl9Rw/lLgl9pu0i5bSqlGcR/6LltTgLGe/TexBs7dum8iERkMxAPfAUP258GexRFPBJYAHwLXG2OKGx2xUkop5QM/Fy4azDNLZU3nX6zrPi2QKKV8tnd+dB+0FpFFlY5fMsa8tJ/3xhtjUj37aViFjio8zcX/xlrssCHriFyAVYB5GfjFGONqwL1KKaXUAdecCiQicm9dl40x99V0ocUUSBydehIy/nQQG2XL/6R0wY9VrtvbdiFk/OnY45Io+vINytcv9V6Luuk/uDN3AeDOz6bw04r3ouDRJxLQYyAYN6V//07Zkt8aFWdkmySCwyIxxk1O6g7KS6tXvgYEhRCd2A4RGyWFeeRlWLE5goKJjm+L2Gy4ysvITt2O8SyTHZ3QjoDgEEAozsumYE+GzzEGdeiNo1U8xuWiZNNS3EXVF6u2hUUR3GUAYrPjzE6ndNsqK8aYRALb9sAWEk7Ryrm4Cz33ihDcqR+28GgwhtJtq3DlZTU4toghw0i+/FrEbiPr21lkfPRuletxp51J7MQTMS4Xztwctj/1KOUZ6QAkXnQ5kcNGAJD+3lvk/Ga1HLa/9W5Cu/XAuJwUrVvDjv88CS7f30Ntce1w9BkFYsO1fTWujX/vk8BGwIBjkeg4KCuhfPEPmOJ8JCSCwHHnYApyAHBnp+NcYf17cxwxHHvbHhAQROm3L/sc2wHnexes3caYWlstROQnIKGGS3dW+XhjjIjUFMGVwDfGmBSr2+p+a4PVQnIZ8IqIzAI+NMY07n98pVqIXvHhnDkgAZvAvC05fL9ud43pBiZHcNmR7Xnk501szy4BIDkqiOmDkgh22DDAv37ejNNtuGFMRyKDHZS7rPzsv3O3kV/q+3fwknm/8Mpj9+B2uzju1GmcftE11dL8/v2XfPDCkwhCxx69ufHR573XigryuebUMQwfN5FL73gEgDnffsbMV/6LiBATF8/1jzxLZKtYn2P88YfvuOXG63G7XJx/4UXceHPVRt7t27Zx5WUXs3t3Jq1axfDK62+R3LYt27dtY9pZp+N2uykvL+fyK6/ioksuB+D+e+7i/XffJicnm7SsPJ9jAxjfN5FHzh2M3Sa8/dsm/vP16irXj+wRxyPTB9O7XTQXPz+PLxfu8F5Ljg3lv/8YTnJsKMbAmf/+lR27CwG4c2o/pgxrj9tteO3nDbz043qfY5zzyw88fPctuFwuzph+AZddc1OV67tSdnDrtZeSl5eD2+XixjsfYOyxE8nek8W1F5/LiqWLOfWsc7n3X09577nonClkpKfhcroYMmIk9/7raex2u88xHjDNpzwCkF/DuQjgQiAOuK+mmw5ogUREpgAXGmNO8RzfDlxkjOnqOT4JuMQYc7KIBALPYnW9cAN3GmM+8fGDCTn2DAo/eg53fg4R599M+cYVuLPSvElMXjZF37xD8NDx1e93lpP/5mPVTgf2GY4tohX5rzwEGCQ03Kfw9goKi8AREETGlrUEBIcSFZ/M7u0bq6WLim9LTloK5SVFxCR3IigsgtLCfKLj25GXuYuy4kJCImMIb9WG/Kw0QiKiEREyt65HRIjrdATFedm4nOUNjtEe3QZbSDiFS3/BFh5NcOe+FK38vVq64E59Kdm8DHdBDiFHDMce3QZXTgbuonyK1y8kuHO/KukD2nQAoGj5b4gjkJAjhlO0cm7DgrPZaHvV9Wy6/QbKd2fS/X8vkTv/d0q3b/MmKd60gXXXXIIpLSX2xCkkXXwF2x65j8hhIwjt2o11V1yELSCArk/8h7yF83EXFZH9y49sf+xBADrcdg+xk04k6+svGvib20tw9D2a8vlfYYoLCBw9FXfaVkxBtjeFvV1PTHkp5b+8iy2pK46eR1K+5AcATGEuZXM+qvZUV9pWnFtWEHTMdB/jOlgM7oNQc2OMqbVVQ0TSRSTRGJMqIolATaXvI4HRInIlEA4EikhBbU3JlT63BJgJzBSRMKzuYTcCWiBRTYa/8loBzhmYyH/mbiW7yMnt4zuzfFc+qflVx6kGOWwc0zWWzVlF3nM2gQuHtuX1hSnszC0lLNCOq1J3z9f+SvEWXBrD5XLx4iN3cP+LHxIbn8jN0yYxbOzxtOvSw5tm17bNfPLq/3j0zS8Jj4wmJ6tqoeq95x6j1+ARFc90Onn1sbv532e/EdkqljeefpBZH7zOOVdUfQFuSIw3/vMavpj1Pclt2zLmqOFMPvEkjujZy5vmzttv5pzp5zL9vAv4bfYv3Hf3Hbz8+lskJCby82/zCAoKoqCggOGD+nHC5JNJTEpi0uQTueyKqxjQp0cdn14/mwiPnz+E0x7/hV17ivn5/gl8tySFdbsqCjkpWUVc9fJ8rp7Us9r9/3fpkTz15Sp+XZVGWJDDm0dMG92Z5Jgwht/6NcZA64ggn2N0uVzcf/sNvP7RVyQkJnP6xNGMP34yXXtUxPP8M48x6eTTmDbjEjauW8Ml009j7KKJBAUF889b72bD2tWsX1u1oPWfl94mPCISYwzXXDydb7/6lBNPOcPnOA+U5tRCYozxlvBEJAq4Bqv3wftYPRdqdKAHtf8BjKh0fCSQJyJtPMcjPWnAqunMMMZ0B3rRiAzfntgBd85u3LlZ4HZRtmYxAV37VknjzttjtYI04C81cOBoSv74lr1FU1NU4GuIAASHR1GcZ72YlpcUYbPbsdmrlgltdgdis1FeYn2RF+dlExweBYAjMIiyYquWobQon+CIKO99YrPt3QFjcHtaThrK0SqB8kyrpsNdkIPYA5CAql8aEhAE9gDcnpr88swdOFpZldnukgJMSWG159pCwnF6WkSMswzjKscWFt2g2EJ79KR0107K0lIxTifZv/5M1JGjqqQpWPY3ptTKHIvWrCagdRwAQe07UrBiGbhduEtLKN6ymcghwwHIXzjfe3/RujXee3whrdpgCnMxRXlg3Lh2bcSW0KlKGltCJ1wpawFwp27CFpdc73NNTjqUFtWb7jDxJdaXG54/q5UejTHTjTHtjTEdgZuAt+orjACISD8R2VvtGQCsBU45EEErdQD5Ja/tGBNCRkEZuwvLcRnDwh259EuKqJbu5N5t+H7dbpyVChy94sPZmVvCzlzr+7mwzHVQKn03rPybxHYdSWjbgYCAQEZNnMKCX7+vkuaHT9/lhLNnEB4ZDUB0bGvvtY2rl5GTtZsBR47xnjPGYDCUFBdhjKG4IJ+YuGo9RffbooV/0blLFzp17kxgYCCnn3EWX3/1ZZU0a9esYczYYwA4euw4Zn1tXQ8MDCQoyMqTS0tLq+T1w4aPICEx0ee49hrcJZYtGQVsyyyk3OXm0/nbmDSobZU0O3YXsnpHTrUKqR5JkTjswq+rrArhwlInxWVWa9eFx3Tjic9XeF/DdufXOuFSvZb/vYgOnTrTvkMnAgMDmXzKVH76/usqaUSEgnyrEJWfn0ebBOt3ExoWxpDhI72/x8rCIyIBcDqdlJeVITSohb3ZEZGJIrJORDaKSLU8UkRuEJHVIrJcRH4WkQ77+dxYEXkI+Bur8WOQMeZ2Y0zNTao0okAiIh1FZK2IvCsia0RkJlCI9aXY1ZMsGWu1xpGe45HAPM/+P4B/gXdF5FqDrI8tPBp3fkUNtDs/B1tE9P4/wOEg/PybCT/3BgK6VtTs26JbE3DEIMLPv5mwqVdga+X7iyqA3RFQpdXCVV6O3RFQLY27chpnRRpnWQnB4db/LCERUdgDrPPF+TkYt5v4Lr2J79KTgj0ZGLdvzd22wGBMWUUtlbusGAkMrpJGAoMxZRVdzUxZCbZ90uzLXZSHo1U8IEhQCPawaGxBtU5HXaOA2NaUZ1ZUhpfvzqyz8BAzcTL5CxcAULJ5ExFDhiNBQdgjowjvP5CAuDZVb7DbaTV+AvmL/mpQXJVJcBimuKLgakoKkOCw2tMYgykvA8/vT0IjCTz6DAJHTkFiGp+xHArG3fCtkR4FjhORDVjjQx4FEJEhIvJKI5/9OlAmIqHAQs+zX23kM5XyWVPKa1uFBJBdXJE/5RSX0yqkaqVau+hgWoUEsDKtagVem/BADHDNqA7cMb4zx3ev2t3pgiHJ3HlsZ07o2bh8dk9GGq0TKip5Ytsksic9rUqaXds2sXPbZm674GRuOXcyS+ZZ3Xfdbjev//t+Ztx4T5X0joAALr/zMf459Rj+cewAdmxez7GnTvM5xtRdO0lu2857nJycTOqunVXS9O3bjy+/+AyAL7/4jPz8fLKyrEq9lB07GDFkAD27duD6m24hMSnJ51hqktgqhJ1ZFRWLu/YUkdgqdL/u7ZIQSW5ROW9eO5pfH5zI/WcPwObpNtspPpxTh3fg5/sn8NGNY+kcX70wu7/SU3eRkFRRSEpITCY9NbVKmmtuuoMvP/mA0QO7ccn007j74Vor56v4x9knc2SfjoSFhzPxpFN9jvFAOhizbImIHXgOmIRVWXGOiPTaJ9nfwBBjTD+s3gOP1xeriPwbK//MB/oZY+4zxuTUd19jW0h6AM8bY3oCeVj9tucBI0WkB7ABmO85dgD9gYUiEu25/0ERWSIiH4tIjdUNInKpiCwSkUWZmZmNDLdmeS/cS8FbT1D01ZuEjD8NW7RVWyJ2B7icFLz1BGXL/iB0on+7y+Sk7SA0ujWtO3RDbHZva09gSCgGSN+0iozNawmPicMeEOjXWPdVnrEDU1ZCaN/RBHXogyt/z0Fd4rvVMccR2q0HGTPfByB/yULyF86n+9PP0/H2eyhcswr2aUVqd80NFK5cRuHK5QctrrqY0kJKf3qLsjkfU77qDwIHHQf7FFibGmtQ+6GditAYk2WMGW+M6WaMOdYYs8dzfpEx5uIa0r9hjLl6Px9vM8bkAxOwxqAcDwxuVMBKNV6zyGsFOKN/Ap8sT6t2zW4TurYO5bW/Unji1y0MSI6kRxursua1BSk8+OMmnvx1K11bhzK8fVS1+w8kt9NF6rbNPPTKJ9z46P/x3P03U5CXy7cfvsHgUeNpHV/1Bd9ZXs63H73JUx/+yGs/LaVjt1588up/D2qMDz/6BL/P/Y2jhg9m3tw5JCUne8cytG3XjvmLlrJs1Xree+ctMtLTD2osDeGwC0d2j+Oe95cw/t7v6RgXzrTRVi+BQIeN0nIX4+/9nrd+28j/Lh5+UGP5+rOPOfWsc5n79wZefvdTbr764v3qPfLaB18yb9kmysrKmP/7rwc1xv1iDtq0v8OAjcaYzcaYMuADrG7KFR9tzGxjzN7uGfOBttTvn1hjQO8EUkUkX0TyPFtN40uAxhdIdhhj9tbCvAOMwmomHunZ/gT+AoYDA4G1nj7aDqwf6g9jzCBPuidr+gBjzEvGmCHGmCFxcTXXnLgLcrBFVKyNZouIxp2fs98/hCmwBl67c7Nwbt+IvY31+3bn51C+fhkA5RuWYW/T8FqI0OhY4jp0J65D9yqtHQD2gIBq4zxcznJsldNUalVxlpWyJ2Uzu7dtoDgvG2dZGQAhEa0oLbT+jt0uJ2XFRZ4B7vsnIL4joX2PJrTv0bjLSqq0iNgCQ6q0mIDVIiKBFc+XwGDcZfX1/bUGshetmEPJ+oWIIwB3ScO6wJVn7a7SqhHQOo7y3dUzzvCBg4k/53y23Hs7przi95v+/tusu/IiNt1+IyJQklIxCC9++gwcUdHsfNGn9fO8TEkhElIx1kiCw6t1YauSRgQJCISyEquAVG41YZvcTExhLtLAbm2HnLHCbujWhBkR6Q2cB3yz95wf41EKmkhem11cTquQivwpOiSA7GKn9zjIYSMpMogbxnTk4Und6BQTwpUj29O+VTDZReVsyCyisMxFucuwMq2A9tFWXpNTYj2j1Olm4fZcOsU0rPW8spg2CexOq2htyMpIJSa+6vwYsfGJDBs7AUdAAPFt25PUoTOp27ewbvkivvngNS6ZNJQ3nrqf2V9/zFvPPMyWddakLYntOiIiHDXhJNYuW4SvEpOS2Vkp/9m5cyeJScn7pEnivQ8/Yd6Cxdxz/0MAREdHV0vTs1dv/pjXwPGY9UjNLiY5tqJlPykmlNTs/esyvGtPESu2Z7MtsxCX2zBrcQr9OsZ4r321yPq5v16UQu920T7HGJ+YRNquFO9xWupO4vfprjbzvbc44eTTARg4ZDilpSVkZ+1fA2FQcDDjJ0zmp+9m+RzjAWV83DwzWlbaLq301GRgR6XjFM+52lwEfFtvqMY4jDGhxphIY0yEZ4vce1zbfY0tkOybURs8tTae7U9PbWMw1oC6vX1as4Ai4FPP8cfAIF+DcKVux9YqDltULNjsBPYcTPnGFft1rwSFgGcch4SEYW/bCZdnMHz5huU42ncDwNGuKy4fZq4qyskic9t6Mretp6Qgl5BIq+AUEByK2+XG7XJWSe92OTFuNwHBVvNoSGQrSjwFpsrjTSJi4ynMsZpvXc4ygjwD7kVsBASH4izb/76Z5elbKVoxh6IVc3BmpxEQZzUl28KjMa5yTHnVZ5nyUnCVWzNmAQFx7XBmV68Rq8JmtzbAHtUaYwzu4oYVSIrWrSUouS2B8YmIw0GrsePJmz+vSpqQLt1od+1NbL73dpy5OZU+34bd0zc0uFNngjt1IX/xQsDq2hU5ZBhb/3V/o1ttTE4GEhaFhESA2LAndcWdtqVKGnf6Vuxtj7DCSuyCe7cn8wwMBk9/VQmNRMKirLEoTdyhbiE5yG4D3gaygR9EJBJ4zb8hKdU08tpt2cW0CQ8kNjQAuwhD20WxPLWiwrPE6eamr9Zx57cbuPPbDWzZU8zzf2xne3YJq9MLSI4KIsAu2AS6tQ4lNa8Um0BYoJU32AT6JoazM8/3sQXdeg8gdfsW0lO2U15exu/ffcGwMROqpBl+zERWLrJ+RXnZWezatpn4tu254V/P88r3i3n524XMuOFexp14BudfdyexbRJI2bye3D3Wy+zSP+fQtlM3n2McPGQomzZuZOuWLZSVlfHJxx8y+cSTqqTZvXu3tzb/348/ynnnXwjAzpQUioutLtPZ2dn8+cc8unVv3CD2fS3ZnEXn+Ajatw4jwG7jtBEd+O7vnfXfCCzZvIeo0EBiPQPWj+4Vz7qd1jvMN0tSGN3LaqA76og2bEyrtbK8Xn0HDGbr5k3s2LaVsrIyZn0+k/HHT66SJjG5LX/OnQ3AxvVrKSstIaaObt6FhQVkpFvdvpxOJ7/+9D2du3b3OcYDxeBb64gnr929t6LBs+3v9PpViMi5WOt5PXEgf7bKGjvLVnsROdIY8ycwDfgdWAMkYdXgXOlJtxS4HLgFvFN1foX1xfkLMB6oOtVBQxg3xT99TNgZV4IIZSvm485KI3jUCTjTtuPcuBJ7QnvCTr0YCQrF0bUPwaNOIP+1R7DFJhA64WzrRVSE0vk/emfnKl3wI6EnXkDQkHGYslKKvnvf5xABSgvzCQ6LpE2nI7zT/u4V16E7mdus6e9y01O80/6WFuZ7Wz9CIqIJa2V1JyvOz6U4bw8AhdlZRCe2I66j9aVUlLsHZ6lvs5W4cjJwR7chbMAxGLc17e9eoX2PpmiFteh1yZYVFdP+5mTgyrEKa45WCQR17IMEBBLSYzjuolyK1y5AAgIJPWKE9T9WWQkl+06Fuz/cLlKee4bOjzyJ2Gzs+eEbSrZtJeH8f1C0fh158+eRdMkV2EJC6HTX/QCUZWSw5b7bEbuDbv+2Wj9cRYVsf+wh8IyzaXftjZSlp9P9mf8DIGfeHNLffdOn3x/G4Fw5l4ARJ4EIrh1rMQXZOHoMxZ2TiTt9K67tawgYOJ7AY6Zb0/4usaaotsUm4egxzNOEYChf8Zu3xcTR80jsyd3A7iDo2PNxbV+Dc/1C32I8gAxw6NdFPHiMMT8AP1Q6lQf8x0/hKLVXk8hr3QY+XJrKtaM7YBPhj63ZpOaVclKvOLZll1QpnOyrqNzNTxuyuP2YzhhgVVoBK9MKCLQL147ugF2sgsrajEJ+35xd63PqY3c4uOT2R7j/inNwuV0ce8rZtO/ag/eee5yuvfszbOwEBo4cx9I/fuPqU4/GZrMz4/q7iYyOqfWZMW0SOOuyG7jzH6didwQQl9iWax98xucYHQ4HTz7zX045aRJul4vzLriQnr1689D99zJw8GAmn3gyv8/5lfvuvhNEOGrUaJ76j5V/rVu7hjtuuxkRwRjDtdfdQO8+1iQ+d91xKx9/+D5FRUX06NKeC2ZcxB1317UkRM1cbsMtby1i5i3jsIvw7pzNrN2Zy+2n9eXvLXv47u+dDOwUw9v/PJqosEAmDkzmtlP7MvKOb3Abwz3v/83ntx6DiLB06x7e+nUTAM98vZqXLh/JFROOoLDUyT9fXdCo3+E9j/ybi86ZgsvlYuo559PtiF7857EH6TNgEOMnTOb2+/7FXTddzesvPYuI8Oh/XmTvNPDjhvSkoCCf8rIyfvruK17/4EuiY2K4/PwzKS+zJgsYftQYzrmgWi9gvzhIFXk7gXaVjtt6zlUhIsdidb8aY4zxvbagHuLrDykiHbEWEFuE1cd6NXCeMabIM3d/lDFmlCftDKzBoknGs6CZZ6T+20A0kIk1heH2uj5zyJAhZtGiReQ8Xn1OcX+LvuV/3v1d65b5MZLaJfXo793Pn/+VHyOpXcSIilqipROO9mMkNRvw/RzvfslXz9eR0n+CT7qSwd06sHjDtoM+PUhix8HmH/f8UX/CfTxyUfBiU8c6JP4iIpeZelaTVepQ8mdee/nMVQflZ2qMF6b29u5/UcNYlaZgSr+KLmIFpU2vj2p4UEXnmJjz3/NjJLXb81bFpAEb0pvmDJPd4kPp238QK5YtOah5bUBcFxMz5VGf7s149cxa81rPeLP1WBUVO7EGok8zxqyqlGYg1mD2icaYDT4FsZ8a20LiNMacu+9JY8zkfY7fAN7Y59w2oOm9cSqlGqRp98BqsJb106iWQvNapQ5X5uC0kBhjnCJyNfA9YAdeM8asEpEHgEXGmC+xumiFAx97Wpe2G2NOPuDB0IJWaldK+Ye7BfXZ8rV/rVJKKXXQHKRs1hjzDRUTuOw9d0+l/VoXKT7QfC6QGGO2An0OXChKqeamGQxSV6pZ07xWKXU45LMHeqV2pZRSSimllNpv2mVLKdUoB2DldaWUUkrVYO+0vy2dFkiUUo3ibgFflCJyQV3XjTE+zgOtlFJKNY4WSJRSqh4t5ItysOfPtsAw4EesVSqPw5oKUQskSimlDr2KVddbNC2QKKV8ZkzLmGXLGHMtgIj8AvQxxuR4jqOBz/wXmVJKqcNdC6n4q5MWSJRSjdLCvieTgcor0ZZgrYatlFJK+YUWSJRSqh6mBbSQVPI2MF9EPsdqJD8deNevESmllDqsaYFEKaXqYIxpEYPa9zLGPCQi3wBHYY0hucAYs8TPYSmllDpM6SxbSim1H1pYCwlAMbB3MuMifwailFLqMHeYDGrXhRGVUo1i3KbBW1MlImcAn2ONG7kDeFxEpvs1KKWUUoc1Y4xPW3OiLSRKKVXhDmCUMSZTRCYBpwJ/oONIlFJKqYOmWRZIom/5n79DqFNSj/7+DqFeESNO8ncI9Rrw/Rx/h1Cn4JOu9HcI/megCTd4+MJmjMn07IsxxiUiAX6NSCk/eWFqb3+HUKcp/RL8HUK9woOadkeUPW9N83cI9eoWH+rvEPyuubV2+KJZFkiUUnVzBh2aL3BDixtDUiYirYwx2UCwiDwHLPB3UEoppZoe5yHK/7RAopRSdWp+/VTrcRUQAWQD7wFbPH8qpZRSftDi8tkaNcsCyeyVTW/im3F9Kmqki9560I+R1C70/Lu9+0vWZ/kxktoN6h7r3W+KMVaOL331Qj9GUrv4XkMP3Ye1kJXa9zLG/FVp/0ERiQdOA2b6Lyql/KP3nT/4O4RqVj18vHf/yxVpfoykdif3rehKdtJLTS+f+OrSijzixBf/qiOl/3x92TDv/p8bc/wXSB2O7Bp9aD7oMJllq1kWSJRSTUdLqrkRkc7AaGAUMBIoAH5HCyRKKaX8wNCy8tnaaIFEKeWzFjiGZAOQAjwJXG+MKfBzPEoppQ5zWiBRSqm6mBZXIOkOHA2MAaaLyA7gd2PMf/wbllJKqcOWFkiUUqouBncL+qI0xmwSkS3AMqyuW9OAawEtkCillDr0jAHj9ncUB50WSJRSjdKSWkhE5DugPTAbmAucYoxJ9W9USimlDmstqOKvNlogUUqpCmuA1ljdtgKBQBGZa4zZ4t+wlFJKqZZLCyRKKZ+1tNk/jDHXA4hIBHAUVretS7Fm3VJKKaUOPe2ypZRSdWhh65DsZYzJB77zbEoppZT/tKCKv9pogUQp1SgtaQyJUkop1bTooHallKqHaVFdtpRSSqkmxVrwy99RHHRaIFFK+cyajbBlflF6xpHs7b6llFJK+cdhUPFn83cASqnmze02Dd6aMhG5QkS2AVuBrSKyTUQu93NYSimlDkueLlu+bM2ItpAopRqlJXXZEpGbgbHAGGPMVs+5DsALIhJujHnSj+EppZQ6HLWgfLY2LapAYozh2UdvZsHc7wkODuGWh16ke6+BVdKUFBdx/43nsmvHFmx2O0eOmcSl1z8IwJcfvcIX77+IzW4nJDScG+79Hx279GTNikU8df/V3s+44Mo7GT3+5AbHZ0vqQuDQCSCCc+PfOFf+sU8CO4GjpmCLScSUFlM25xNMYS7YbASOmIwtNgmMoWzh97jTtwFg79ibgL6jAIMpyqf098+htLjBse1ljOGJh+9g3m8/ERwcwn2P/o+evftXS/fc0w8z6/MPycvL5fe/t3nPp+5K4d5br6IgPw+Xy8U1N93NqDHHsStlO1NPGEmHTl0B6Nt/MHc88O8mEx/AhrWrePjeGyksyEdsNt6e+SNBQcENjhEgIr49gRFRGLebvF1bcJYUVUvjCA4lMqkTYrNRlp9Lfvp2AKKSu2D3fK7NZsftdrFn8ypAiEzqgCM4DID8tO2UF/m5N5ExLW1Q+0XA0MrdtIwx20RkKrAI0AKJOqyN6hbLbZOPwG4TPlmUwitztla5fsFRHTh9SDJOtyG7sIy7Pl1Fak4Jwzq14tbJPbzpOrUO46YPl/PLmkzvudsn9+C0wckMfeCXRsW45PdfePmxe3C7XRx32jSmXnRNtTS/f/8l7//fk4gInbr35sbHnvdeKyrI5+pTxjD8mIlcdscjAMz97gs+fvk/uN0uhh59HBdcf1ejYhzUNpJLRrbHJsKPazOZuSytyvWJPeOY3LsNbjeUOF08O2crO3JKsItwzZiOdGkdil2EXzZkMXNpKslRwdwyvov3/oTIIN5dtJMvV6b7Fl+7KC71xPfD2kxmLq26PuyknnFM7h2P2xiKy908O2eLFZ9NuPboTlZ8NuGX9bv5uNK9NoGnT+tNVmE5D3y33qfY9po/5yeeeeh2XC4XJ515Hudfdn2V6/95+A6WzJ8LQElJMdlZmfywxHofuP4fU1m1dCH9Bo/gyZc/9N5z3w2XsHblUuwOB736DebWB5/GERDQqDgPiGbW2uGLA1ogEZEpwIXGmFM8x7cDFxljunqOTwIuAaZjrYK8V1vgHWPMdY35/AVzv2fnto28PWs5a5Yv5JmHruP5936rlu7MGf9k4LAxlJeXcdPFk1kw93uGj57A+BPO5OQzLwZg3uxZ/N8Tt/HYC1/QqWsvXvjgd+wOB1mZqVwydQQjx5yA3dGAX58IgcMnUvrju5iiPIJPuBjXjvWY3N3eJI5uAzClJZR8/pxV0Bg8nrI5n+LoNgiAkq9ehOBQgsdPo2TWK9Yzh06g+Mv/g9JiAgaNJ+CIoZQvm+Pz73DenJ/YsXUzn//wFyuXLeZf993MWx//UC3d0eMmcOb0izh1wvAq51/9v39z3KQpnDHtH2zeuI5rLz2br3/5G4C27Tvy/he/+hzbwYzP6XRy181X8OATz9P9iD7kZO/B4fDtSygwPAp7UBBZG1cQEBJGZGIH9mxZUy1dZGIH8lO3Ul5cSHT7bgSGR1FWkEvuzk3eNOHx7TAuFwAhreIA2LN5FWJ30Kp9d/ZsWe1TjAeKNdauRRVIymoaM2KMKRQR30v6Sh1A/sprbQJ3ntSTS15fTHpeCR9eMYLZazLZlFnoTbNmVx5nPr+DknI3Zw1ry40TunPTh8v5a0s2pz87H4CoEAff3jCaPzZmee/rnRxJZEjjX/xcLhcvPnIH97/0IbHxidx0ziSGjT2e9l0qCkO7tm1m5qv/47G3viQ8MpqcrN1VnvHus4/Re/AI73Fezh7eeOoBnvrge6JiWvPMndeybP5c+o8Y7VOMNoHLR3Xg7lnrySos46lTe7FgWw47ckq8aX7bmMV3nsLasA7RXHRke+77dj2jOrciwC5cM3MVQXYbz53Zhzkbs9iZW8I/P13lff4b0wfw59Zsn+O74qgO3DVrHVmFZTx9Wm8WbM2uEt+vG7P4tlJ8F49sz73frGdU5xgC7MLVM1cS5LDx/Jl9+W1jFhkFZQCc3CeBHdklhAbafYptL5fLxZP33cx/3viMNglJXHT6MYw+ZhKduh3hTfPPOx/x7n/81kusX73cezz94msoKS7i8w/eqPLc408+g3v//RIA915/MV9+9BanTb+oUbE2mjGHRQvJgR5D8gcwotLxkUCeiLTxHI8E/jDG5BtjBuzdgG3Ap43+8NmzOO7kaYgIvfoPoyA/l6zMqqX64JBQBg4bA0BAQCDdevYnM30XAGHhkd50JcWFCOK9Z2/ho6y01Hu+IWyxSZj8bExBDrjdOLeuwt6uR5U09nY9cG1aBoBr22rsCZ0AkKjWuNK2egIrwpSVWK0liPWfI9C6FhCEu5E15r/9/C2TTzkTEaHvgCEU5OWSmZFWLV3fAUOIa5NQ7byIUFhQAEBBfl6NaZpifPPnzaZbj150P6IPANGtYrDbffvCDIqIpiTHymjLiwsRmx3bPoUbmyMAsdkpL7Yy8pKcLIIioqs9KzgyhpI861mOoGDKCq2/X+Ny4na7vK0l6oApF5Fqv1QRCQfK/RCPUjXxS17bt20UO/YUkZJdTLnL8M3yNMb1bFMlzV9bsikpt2pzl+3IJSEqqNpzju8Tz9z1u73pbAI3TezOv79vXI05wIaVf5PQviMJbTsQEBDI6IlT+Gv291XS/PDJu5xw1gzCI6MBiI5t7b22cfUycvbsZsDIMd5z6SnbSWrfmagYK13/EaP586dZPsfYLS6M1NxS0vNLcboNczbtYXjHVlXSFJdX1IgHO2zeF1IDBDvs2AQCHYLTZSgqd1W5t39SJKl5JWR6CgEN1b1NOKl5leLbmMWIeuLb+75sjCE4wGbFZ7dViS82LIChHaL4YW2GT3FVtnr5Ytp26Exy+44EBAZy7OTTmPvzN7Wm//HrmRx34une4yEjxxAaHlEt3cixxyMinvfIwWR43g/VwedzgUREOorIWhF5V0TWiMhMoBDrS7GrJ1ky8AnWlyOeP+ft85zuQBuq1uL4ZHfGLtoktPUex8UnsTsjtdb0BXk5/PnrtwwaPtZ77vP3X2T6pD689NRdXH17Re+MNcsXcuEpQ7jotGFcd89/G9Y6AkhoJKYwz3tsivKQ0Kr/M0hIBKbIk8YYTHkJBIXgzk7H3rY7iCDh0dhiE5GwSDBuyuZ/S/BJlxEy9Tps0a1xbVzaoLj2lZGeSnxCsve4TUISmem1/w73denVt/DNVx8z6ei+XHvp2dxy17+813ambGfaKeO45NyT+HvRn00qvu1bNiEiXHXRGUw7dRxvvvxfn+IDsDsCcZVXZAQuZ3mNBZKqacqw7y1YegSEhuN2luMqKwXAWVLsLbTYAgIJCA7FHlD1Hn9wG3eDtybs38BpNZw/FfjfIY5FqSaV18ZHBpOaW1FLnp5XQnwNBY69Th+SzNz1u6udn9Q3kW+WV3xvTxvRntlrMtid79sLdGVZ6Wm0jq/II2LjE8nap9Jq17ZN7Nq2mVvPP5mbp09mye9WFzG3283rT97PhTfcUyV9YvuO7Ny6ifSdO3A5nSz45Tt2p/n+ohobFsjuwoqfNauwjNiw6q1DJ/Rqw0tn92XG8Ha8+IfVpXfe5mxKnC7eOncAr03rz2fL0ygorVogGd01hjmb9vgeX2gAmQWl3uPdhWXEhlXPayb3bsPLZ/fjwhHteGme1RVqnqdA+vZ5A3l9en8+XZ7qje/SkR14bf6OA1LZn5mWSnxixd9zXB3vAqk7t5Oasp3BRx693893lpfz3ecfMmL0+EbHekAcBoPaG9tC0gN43hjTE8gDrsT6EhwpIj2ADcB8z7ED6A8s3OcZZwMfmlpGxorIpSKySEQWZWZm1pTEJy6nk4dumcGp068gqV0n7/lTzrmMd79dyaXXP8g7Lz3mPd+z31Be/3wR//fBHN575UnKSktqeuxB4dq41OrmNfliAoYejztjh1VbIjYcPQZT8vXLFM98Bnd2Bo4+Rx2yuGry/axPOenUs/l2zgr++9IH3H3Llbjdblq3iWfW7KW89/lsbrjtQe688TIKCg79+Ifa4nO6nCxdvICHnniBV9+bxeyfvuGvP33v+nYgBEfGUpJb0aWhOCcTV3kZMZ17E5HQnvKiAqz6Mj8yVpethm5NlTHmPWPM2zWcf9sY844/YlKKZpjXntg/kd5Jkbw2d2uV860jAumWEM68DdZ3W1xEEBP6xPPu/B2N/sz95XK52LV9Mw+/+gk3PfZ/PHv/zRTk5fLth28weNR4WickVUkfHhnN5Xc9yhM3X8btM06hTXI7bPaDP0npN6szuPSDFby5YAdnDbJi6t4mDLcbLnhnGRe/v5xT+sUTH1FRKHTYhOEdopm32fcCyf6atSqDSz5YzhsLUjhrkFU46B4XhtsYzn9nKRe9t4xT+yUQHxHE0PbR5BSXs2l39fGUB9tPX3/KuIknN6jXwxP33cSAoSMZMHRk/YkPhb3dthq6NSONHUOywxiztxbmHeBaYBZW7Ywd+BP4C7gHGAisNcbs+yZ/NnBebR9gjHkJeAlgyJAh1X67n7//IrM+eR2AHn0Gk5GW4r2Wmb6L1m0Sa3zuv++/muQOXZl63tU1Xh836Qyeeei6auc7dD6CkNAwtmxcTY/eg2oLu/rPUZRntWp4SGgkZp/uVaY4v+K8CBIQ7B2gXr7oR29/kaCJM3DnZWGLibfuK7D6ibq2riagz0ic+x2V5aN3X+Wzj6x3sF59B5CettN7LSNtF3HxNf8Oa/LFzHf53ysfAdBv4FDKSkvJyc4iJjaOwEDrS7NnnwG0bd+R7Vs20qvvwLoed8jii09IYuDQI2kVEwvAUUcfy9pVyxi2nzUqIa3aeMd4lBcXYg8IpNwz4sDuCMDtrNrbx+0sr9K6YXcE4nJWrR0MimzlGcxeoSC9ItNu1bEnzkNYMK6JoWkXMBpKRH6BKn0yTaVjMcaMPeRBKdUE8lqwWkQSoyom+oiPDCY9t7RauhFdYrh0bCdmvLKIclfVR03sk8DPqzNwer43eiZF0D42lG9vGAVAcICdb28YxaSnfq8t1DrFxiewO70ij8hKTyV2n+67sfGJdO87CEdAAPFt25PcoTOp27ewdtkiVi9ZwLcfvUFxUSHO8nKCQ8O44Lo7GTb2eIaNPR6A72e+jc3m+xiIrMIyWldqcYgNCySrsPYeoXM27eGK0R0AGNM1hiUpubiMIbfEyZr0ArrFhZKeb/09DG4XxabdReQUN/RNoFJ8ReXEhVcUclqHBZJVWHvr1ZyNWVw5yhNft1gW78jF5fbEl1ZAt7gwurQOZXiHVgxpH02gXQgJsHPjMZ359y+bfYoxLiGR9NSKv+fMOt4Ffpr1KTfd98R+P/vV/z1Gzp7d3PpctbopPzk8VmpvbBF/3y8tg6fWxrP96RkgGow1lWaVaaVEpD/gMMYs9jWAU865jJdnzuflmfMZdcxJ/PjlexhjWL3sL8LCI4mNq/4P9NX/3k9hQR5X3fp4lfMp2zZ69+fP+Y7k9taMFakpW3E5rf+503ZtZ8eW9SQktW9QnO6sXUhEDBIeDTYbjo69ce2o2l/WtWM99i7WjFH2Dr0qxo3YHeDp8mNL7ATGjcndjSnKxxbVGoJCrWRJnXHnVm8er8+Z0y/i/S9+5f0vfmXssScw6/OPMMawYukiwiMiGzQOJCGxrbdlYcum9ZSWltAqpjXZe3bj8gzOTtmxle1bN5PcrmOTie/IUcewcf1qiouLcDqdLFn4B5269qjnaRWKszPYs3kVezavojQ/m+Boq2ATEBKGcbtqLJAYt4uAEGu4QnB0LKX5Od7rgWGRuEqLq94nNmvzXMcYXGX+LZCA1We4oVsTdhNwY6XtJmAm0AnQATvKX/ye1wKs3JlH+9hQkluFEGAXTuiXwOx9xgMckRjBvVN6cfU7S9lTw0vsCf0S+GZZRdeaOet2M+bR3zj+ybkc/+RcSspdPhdGALr1HkDqti2kp2ynvLyMud99wbCxE6qkGTFuIisXWr+ivOwsdm7bTHzb9tz46PO8+sNiXv5uIRfeeC/jTjqDC667E8A78L0gL4dvP3yT406b5nOMGzILSYoKIj4iEIdNOLpLDH9tqzoAPTGyokAwpH0UuzwFv8yCMvolWd29gxw2erQJJ6XSYPOju8bw28bGtY6szyioGl/XWBZsy6mSJqlSfEM7RLMrzxNffhn9kiMr4osPJyWnmDf/SmHGu1aryeM/bWL5rnyfCyMAPfsOImXrJnbt2EZ5WRk/zfqUUeMnVUu3ddN68vNy6DNw2H4998uP3mLB3J954OlXsNma0FJ92kJSr/YicqQx5k9gGvA7sAZIAkZhNSsDLAUuB27Z5/5zgPcbGYPX8NETWDDne849oa932t+9Lpk6gpdnziczbSfvvvw47Tv14LIzraa4U865nMmnz+Dz919g8fxfcTgcRES24taHrZkWVvz9B++/+hQOhwOx2fjnnc8Q1ap1jTHUyhjK/vqOoGOneab9XYbJzSSg/xjcWam4Utbj3PA3gaNOIfiUqzBlxZTNscYeSnAYQcdOt8aVFOdR9vsX1iOLCyhfPofgCReAcWEKcin948tG/Q5HjTmOeb/9xJTjhhIcEsJ9j1SMpThnyljvLFn/efw+vvv6E0qKi5h0dF9OOeNcLrvmVq6/7QEeuut63nvjBUSE+x59FhFhycI/eeG/j+JwBCA24Y77nyQqulUtURz6+CKjojl3xhWcP/U4RISjjj6W0Z7asIYqK8glKDyK2K59vdP+7hXTube31SMvdRtRSZ3AZqOsIJeyglxvuuCoWEryqmYqNoc1sxaAq7yM3F2+f5kfMMbqd91SGGOW7N0XkXHAnUAQcJkx5vtab1Tq4GoSea3LbXj4q7W8NGMQNhE+W7KTTRmFXD2+C6t25jF7bSY3TexOaJCdp8/pB0BqTglXv7MUgKToYBKig1no4+xP+8PucHDpHY9w3xXn4Ha5GH/K2bTv2oN3n3ucrr36M3zcBAYeNY6///yNq045GrvNzowb7iYyOqbO577y2N1sWW99d5912Q0kd+xSZ/q6uA28MG8790/qgc0GP63bzfbsEqYPTmLD7iL+2pbDib3jGZAcidNtKChz8syv1vf9rFUZ/HNsJ56b2gfEunfrHqs5PshhY0ByFM/N2VbXx+9ffL9v44ETjsAm8OO6TLZnFzN9SDIbMgut+PrE0z85EpfbUFDq4unZe+NL57qxnXnujD6ICD+ty/TGdyA5HA5uuPdxrv/H6bhcLk6cOp3O3Xry8jOPcETfAYwefwJgtY4cO/k0RKpORnTFOZPYtmkDRUWFTBnVm9v/9V9GjB7PE/fcQHxSOy49w8r/xxx/Ev+4Zt//nQ4xazpL/8ZwCIivtZUi0hH4Dmtu/sHAauA8Y0yRiMwCoowxozxpZwCvA0nGmNRKz9gMnGCMWbs/nzlkyBCzaNEiZq889H0Q6zOuT6h3v+itB/0YSe1Cz7/bu79kfVYdKf1nUPdY735TjLFyfOmr9+2i3TTE9xpK/z49WbZyTcOng2ug6Lg+ZtQpHzX4vlmv9F5sjBlyEEJqNBGZhFUQKQEeNMZUnztcqUPEn3lt7zurT6nub6serqgo+nJF9RkWm4KT+1a02p/0UtPLJ766dKh3/8QX//JjJLX7+rKKFo0/N+b4L5A6HNk1mp59B7Jmxd8HNa+1RSSboEGX+XRvyZx7m2xeu6/GtpA4jTHn7nvSGDN5n+M3gDdqSNe5kZ+vlPIjg8G0oJobEVmINRPR41iDhBGRwXuvN7bLi1I+0rxWqcPW4TGGpEWt1K6UOsRMi1sYMQ/IB073bJUJMO6QR6SUUurwpgWS2hljtgJ9DlwoSqnmqCUVSIwxTWTSeaUsmtcqdZgzNLsB6r5oQlMIKKWUUkoppQ432mVLKdUI5pCvvC4iMcCHQEdgK3CmMabatD0i0h54BWiHVcd0gqe2WSmllGomDo8xJNpCopTymfHPSu23AT8bY7oBP3uOa/IW8IRndethQEYt6ZRSSqmmS9chUUqpuplDvw7JFKzF3wDeBH4Fbq2cQER6YS0E9yOAMabgEManlFJKHTiHQQuJFkiUUr7zfZat1iKyqNLxS8aYl/bz3vhKayykAfE1pOkO5IjIp1irrP8E3GaMcfkSrFJKKeUfza+1wxdaIFFKNYLP65DsrmuxJhH5CUio4dKdVT7dGCMiNX1TO4DRwEBgO9aYkxnAq74Eq5RSSvnFYbJSuxZIlFI+M4D7IEz7a4w5trZrIpIuIonGmFQRSaTmsSEpwFJjzGbPPZ8DI9ACiVJKqebmMGgh0UHtSinfGWsMSUO3RvoSuMCzfwHwRQ1pFgLRIhLnOT4GWN3YD1ZKKaUOLc8sW75szYgWSJRSjdDwGbYOwCxbjwLHicgG4FjPMSIyREReAfCMFbkJ+FlEVmCtsv5yYz9YKaWUOuR0li2llKqbj2NIGvF5JguotqK6MWYRcHGl4x+BfocwNKWUUurAa2atHb7QFhKllFJKKaUOMyIyUUTWichGEam2ppeIBInIh57rC0Sk48GKRQskSinf+WdhRKWUUurwYDgoXbZExA48B0wCegHneNbwquwiINsY0xV4GnjswP+AlmbZZWtcn1B/h1Cn0PPv9ncI9RrUPdbfIdSrqccY32uov0PwO4Pxx8KISqlDYNXDx/s7hDqd3LemmcGblq8ubdr5xNeXDfN3CPU6smu0v0PwM3OwumwNAzZWmo3yA6yFhytPADMFuM+zPxN4VkTEmAM/QEUOwjMPGhHJBLb5Ow6lmoEOxpi4+pM1joh8B7T24dbdxpiJBzoepVTjaV6r1H476HltI/JZgGCgpNKxdxFiEZkKTDTGXOw5Pg8Yboy5utJnr/SkSfEcb/Kk2e1jPLVqVi0kh+IFSym1/7RQoVTLo3mtUk3H4ZLP6hgSpZRSSimlDi87gXaVjtt6ztWYRkQcQBSQdTCC0QKJUkoppZRSh5eFQDcR6SQigcDZWAsPV1Z5IeKpwC8HY/wINLMuW0oppZRSSqnGMcY4ReRq4HvADrxmjFklIg8Ai4wxXwKvAm+LyEZgD1ah5aBoVoPalVJKKaWUUi2LdtlSSimllFJK+Y0WSJRSSimllFJ+owUSpZRSSimllN9ogUQppZRSSinlN1ogUUoppZRSSvmNFkiUUkoppZRSfqMFEqWUUkoppZTf/D/dUqPOo47Z4gAAAABJRU5ErkJggg==\n", 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FZLn4poMMJF/f5Vtw3jNE5ExxplssecOs8rnp1VlobBjO51sfpx/zFJzuDTtwPvNsERmEMwjzU18s433n2w3SGFPjWF5beXUtrw1UPuu7vuW1R5jCfne1iog0VNXUEtv1gAJVzRWRTjhNtFtU9VHf8evwDTjDaTZNBy5R3/zW1RRjhDor0RZuNwVS1Zm3vDdwD7BEVZ/1Hf8/nJL/N8AjOP/grq6uJsh9a2B8N/Jg33sYAzyIs7rvw77j5wKDcWqmTqb4PcytjvgORkTOxJlqcS7OrCXzgOY4M58sUtW/DkMM0Tj9WxeJyH04NXSv+o4txBmM97iINMaZSaQf8JKqfi7Fs8e0V9Vt1R2rMcZUlOW1VRJfrc1ra0I+64vD8tojQI1vIdmfkjdIn744c1OjqpuA74DTRKSJiHTBKWXPUdWvcGbjCMPpf8g+tT6VJlLUv7LkDdINDPU9UNWVOIPsThVHP9+xz1R1Lk6NRCgQ7Dte5TOZFN4gC+PFmTnkVN+xrcAHOKv7tvfdNAfjNC+/qKpjcQZBtvRd47B+j3w3nX/jzIm/UFUvAN7EWe33PuBucRal6lCdcahqijp9icH5vC4XkW4i8gLOKsOPi0g4TpP9o8A/gAm+DKqwD/MWERlcnXEaY4w/LK+tvNqa19aUfBYsrz1S1MoCyX40BV4SkXvE6bMJzpc2DWcBqKY4JXtwBukNU9UEEbkZmCQij1RVIPvrU+lrOqwHvO+LMQanhibdl/5ynFqnJb5T+gCdcPpNPg78V0Qeq6oYy4m3I/AfEbnVl3F4ceb63gkcg3MT/R1AnIGBPVR1q4icB7wpIndWR3zluBzIwRnY1tOXiQzHed8eUdVxwALgkn1PrMbm5Qdx+reeD9wMXOXLoF/HqSmcgTPo8mh8A/F8N9OfVXWhLzOsltiMMaaKWF5b+XhrS15b4/JZsLy2LquVXbb2R0RaAI8B/YGlOF/KFcATOF/KhsBvODUTz+AM2LseZxDZDTjT+N2kqrOqOcYncPrmzsFpCg3BaTZOxlmRdBnOdHcv4ky1dy7OP7yHcOaCv9LXN7U64muPU7vQC9iG019zBs77OgBnNpUvcaYwvBdnHvZxwBvA2Tj9eW9X1T+qI74ScQYDLVV1u4h8jfN5no6TEd3qa559HshT1bt9zb0tVHVNdcbliy0Ep3n9HRE5GzhRVa/zHVsMbFLVc321SstxVhTeus81XNXVfcAYYyrD8toqia/G57U1OZ/1xWd5bR1TJwokUmI2BRHpoKpbfM2jbwLLVfU1cQY+HQ3MU9X54kzPt6JEP8TTgAhV/fIwxNhaVeN8za+/4EwP+IWvObEXzuJOG0VkCk7fyPd9543B+cf/ezXEV/QPU0S6AVtwao3uxZlS73mcmpGRwEpVnS4iTwCJ6ixUVdj3NVJV36vq+PaNU0SCfX2E3wLWAxcBL6rqhyLSC+fGuRtnpo6ngT1AW+AeVf25uuLbJ9Z/AE/h1CBF4Xwfz1DVBeLMSjNfVe8VkQtwMsLX1ZklxhhjahzLa6skvhqf19amfNYXr+W1dUCNm/bXH+rMqe5ynuoW3+4OQCZOzU2ZecNxbk6vikgB8D7OdIbVVjorjFFVvb4bpODUcqzD6eOKrzamZI3Mt8BD4sxZPhmYidO8Wx3xeUvEtw5ARNriLOy0VFUzcQa2zS1x2hLgLRHJxnkPv6ca38PCOH3/L5yu8Qmcxa82AMeLM//8YziDKhviDAr8UVWfEJFTgIkislRVE6ozTl+Mn4tIFnAWTvP3174b5Gigr6qeJCLH4ax8/DnwsIiMBB7Q6p0y0xhjKszy2iqJr8bntbUpn/XFaXltHVAnWkgOpEQJP0RV8wq3fccuwmmmvUtV1wY20uKaHREJU2c+d8H5x3UGcIMGYIYIX1/LYF88he9hiPpmTRGRi4EJOP+wD0tTbYnYQnAGr40DbsUZRHkazs37WZw59IcCT6ozjSWF7+3hjNP3umfjTJ8ZLyIbgKdU9T3fTfJtYKw6C0ANAxZrNc5KY4wxVc3y2srHRA3Ma2tTPut7bctra6k6WyApr2+giFwCfK+qqb6b0Mc485NfGYAY97uwkIhcBvxXnTm2Q3FK9AtV9fEaEt8/gWmqutdXWzYZCFXVcw5nfL5YQoHBqjrbt10yE3wQaKyqN0sNWSRJnEGKr6pqd/FNBynOYMVhOM3cAZlG2Rhj/GF5bbXGVyPy2tqWz4LltbVRXZllq4xybpANcAbafSzFCxG1xplf+7BPX1vODagRTrPj5+IsOJULtAGyfMdl33MOc3wNgBOBySLSxfc+h+Frrj+c8flizC1xkwzy1dAVxvAnMEBERtSUm6Sq/ooTU1Pg/8RZTfhXnIGeJwQ0OGOMqSDLa6stvhqT19a2fBYsr62N6mwLyYGIs3jTv4DVOLNsDNrfDSGQfDFeA6wCGqjq+ACHVIqI3ApcibPabCdgvKruDGxUZflqmK4BvlXVlwMdT0m+2ppbcQYFxuL0wZ0W2KiMMaZqWF5bebUhr63J+SxYXltbHFEFEik9+0YEztR/caqaUV6z8+G2T4zhQBMg3tefNOAxSukZQqKArsBmVd0TyLj2tW8TuOyzWm5N4uvzOktVEwMdizHGVJbltVUSX43Pa2tTPguW19Z0R1SBpFBN6udYnpoeY02Pr1BtidMYY+qa2nD/rekx1vT4oHbEaGq+I7JAYowxxhhjjKkZ6uygdmOMMcYYY0zNZwUSY4wxxhhjTMBYgcQYY4wxxhgTMEd0gURErg50DAdT02Os6fGBxWiMMYFU0+9vNT0+sBirQk2P70h3RBdIgNrw5azpMdb0+MBiNMaYQKrp97eaHh9YjFWhpsd3RDvSCyTGGGOMMcaYAKpV0/42adJEY2JiAh2GMTXe6nVbycpIkup+nUGueprux/TzG8n9SVVPqYaQjDGVZHmtMYdm6ZoNFGSmVWtee/KYU3RPUpJf5y5evKjW5LVBgQ6gImJiYli4cGGgwzCmxmvVYdBheZ10PLwUHlPh807LXtek6qMxxlQFy2uNOTT1Wner9tdISkpi9lz//j1GhEityWtrVYGkUNaszwMdQhkRx/2j6Hn2/yYHMJLyhZ84sej5B7/XzJaxS48vrmjImD8jgJHsX4MhY4uePzw5P4CRlO/hicGBDsEYUweMfGF2oEMoY+YtxxQ9H/z47wGMpHwL7z++6Pmbc7YGLpByXDs8puj5xZ8sC1wgB/DRhf2Kng96rGZ+zoseOP7gicwhq5UFEmNMzSAiuIKqvWeYMcYYc8RSamYlclWyAokxxn8CEmxzYxhjjDHVpu6XR6xAYoypBMFaSIwxxphqdASUR6xAYoypBAEJtgKJMcYYU11q0YS4frMCiTHGbzaGxBhjjKleNobEGGMOxFpIjDHGmOpV98sjViAxxlSCjSExxhhjqo1yRJRHrEBijPGfAOK2AokxxhhTLdTGkBhjzIEJuKxAYowxxlSbI2EMiS0gYIwxxhhjjAkYayExxlSCIC5rITHGGGOqi3XZMsaYAxEQtzW0GmOMMcZ/ViAxxvhNsDEkxhhjTHVRrIWkVnFFtyCk0wAQoWD3Zgp2rC11PKh1V4JadARVND+XvPXz0dwsAMKPPRfNTAPAm5tF3qq/AAjpPgxX/WhQxZuxh7wNCyv1rXA1akVw18EggmfnRgq2rSodY9seuFt3Bq+i+Tnkr5mD5mTiim5OcJfBRekkIoq8lX/iTdqBhNUnpPexEByCNyOZ/FWzQb1+x6iqfPrqzSyf9wMhYRFcceckYroOLJPu6/fuY/bPk8nKSOHNGRmljs3/4wu+//ARQGjbqR/X3v8JAH/99CFTP34CgPEX3ceIMZdUOD53VBPC2vUEEfITd5C3a3Op48EtOhDctI3vc84jZ8tyNC8HgPCuR+Gu3xDP3hSy1y8sOiesYz/c9aJQVbyZqeRsXVmpz1lV+fHjW9mw7EeCQ8M546r3aBkzoFSa/Nwsvnz1fJITNuFyuena/zRO+sf/AfDjJ7ezdc0fRekyMxK5+81EAJb++RF/TnkKgGMn3E3/Yy/2O84qIViXLWOOIEPaN+TGUR1xuWD6yng+XRBX6viEvi04s18LPF4lO9/Ls79uZFtyNpFhQTw6rjvdmtfnx9UJvPR78b376TN70rheCG6XsDwunRd/24S3Ej/AhndsxO1juuAS+G7pLj78e3up4xcObcvp/Vvi8SopWfk8Om0Nu9NyGdS+IbeO7lyULqZJBPd+s5qZ65MYHNOQf5/YmWC3sGZ3Bo9NXYfHz3yibcNwjolphAisid/L0p1ppY53a1qfYe2jyczzALBydzprE/bSOCKEYzs2IsTtQhUWx6WyaY/zO+b0Xi0I9rVWhwe7SNibx0/rEvyKD6BPywZcNLgVLhFmbkxm2urS1zq+S2NO6toYrxdyC7y8P28HO9NzcbuEy4a0oUPjcFTh44VxrE3IJCzIxX0l3ttGEcH8vTWFTxbt9DvG4Z2cz9kt8N2SXXywn8/5jAHFn/MjU53PeXD7htx6ctnP+Y91SRwVE82/T+qECGTneXhoylpiU7L9jrFq6BExqL1KCyQicjpwmaqe4du+B7hCVTv7tscDV6nqBBF5ArgYiFbV+pV8ZUI6DyJ3xR9objZhA0bj2bMTzUovSuHdm0rOkl/A6yGoZSeCO/Qjb+0c30EPOYt/LnPVgvhteNfOBZzCSVCLjhTs2uR3jMHdhpC35Fc0N4vQo07FkxRbVBByYkymYP4M8Hpwt+5KUOeB5K/8E29KPLnzpzuJgkIIO/oMvMnOP+KgzgMo2LEGT/xWgrsNxd2qM5649X7GCMvn/UB83EaemryezWvmMfnF63jg9bll0vUfPp4Tz7iBuyd2LbV/d+wGpn/6FPe+/Bf1GkSTnuLcxPamJzPlo0d58I0FiAiPXDuYAUdPoF6D6ArFF9a+F1nr5qN5OUT0OoaClAS8OXuLjnsz08hK2AZeL8HN2hHatjs5m5YCkLd7M7jchDRrV+qa+Xt2krN5mXP9Tv0JbtqW/ITSN7aK2Lj8R5LjN3LjM6uJ2zSf6R/cwJUPzy6Tbvipt9Ch5yg8BXl89NQYNiz7kS79TuGUC58tSjPv59fYvc2JP3tvMjO/e4KrH5kDIrz94DC6DRxPeL2KvYdVS6yFxJjDLFB5rUvg3yd05LZvVpGYkcdbF/Rj9qZktiUX/2D7dW0iU5bvBuDojo24fmQH7vx2NXkFXt77exsdmtSjQ+OIUtd9ePo6snw/vh8d141RXZrw2/okv2O869SuXP/JUuLTc/noisHMWp/ElqSsojRrd2fw1Xtx5BZ4OXtgK246oRP3fruaRdtSufBdp7IqMiyIb68fxtzNyQjw8IQeXPfxUrYnZ3PNyA6M69eC75fuqnB8Aozo0Ihpq+PJzCvgrD6t2JaSRUp2fql0m/Zk8teW5FL7Crxeft+YRFpOARHBbs7u25IdqTnkebx8v2p3UbqTuzZla3IW/hKBi49qzdO/bSY5K59HTunC4tg0dqbnFqWZsyWF3zfsAWBA60guGNSKZ3/fwqjOjQC4b/p6GoQGcfvxHXj4xw3kFHh54Ifi3yaPnNKFhTtKF8QqwiVw9ylduc73OU++cjAz9/mc1+3OYOK7ceQUeDlnUCtuPrET93yzmoXbUrngneLP+bsbhjF3k/Ne3zO2K7d+sYKtSVmcO6gVVx7bnoenrN1vDIfTkdBCUtWdv/8GhpXYHg6ki0gz3/bRvjQAU4EhVfGirgaN0OwMNCcT1EtB4nbcjVuXSuNNSwCvc8PzpO9BQiP2d6nS56QU32y8GcmHdE65MUY29sW4F9SLJ34b7iZt93m9+KIYvWmJ+309d7P2ePbsLErnjm6BJ2Gb83ft2oS7adsy51TEkr+/5+jRExEROvUcRtbeVFL3lL3pduo5jIaNW5bZP2v6O5xw+nVFBY3IaOejX7ngJ3oOOon6kY2o1yCanoNOYsX8HysUm6t+Q7y5WWhuNqhSsGcXQdHNS6XxZCSD12kh8uxNxRUSVnwsfQ94Cspc15OWWPx8bypS4hx/rF08lb7HXIiI0KbzUHKyUslILf0eBodG0KHnKADcQSG0iBlAenJcmWutnPs5vYf/A4CNK36mY+8TCa/fiPB60XTsfSIbl/9UqVgrS8RZh6SiD2NMpQQkr+3RogFxqTnsSsulwKv8ti6REZ0alUpTWLAAp6a+sGI3p8DLip0Z5BWUbcEvPMftEoLdrkrVBfdqFcmO5GziUnMo8Co/r4pnZNcmpdIs2pZKri+OlXHpNI8se88/sUdT/t60h9wCL1ERwRR4lO2+gte8zcmc0L2pX/E1qx9Kek4BGbkFeBU2JWUSE31ovy3ScgpIy3HysKx8D9n5Xuc9LiHYLbSOCmNLiv8Fkk6NI0jIyCNxbx4erzJ3WyoD20aVSpNT4nMMDSr+zFpHhbE63qkkzMgtICvfQ4fG4aXObdEghMiwINYlZPodY69WkexIKf05j+pW+nNeuC21KM4Vcek0K+9z3rinKJ0C9UOcuvr6YUEkZuT5HWNVUj8ftYnfBRIRiRGRtSLyiYisEZGvgEycm2JhW1hr4GucmyO+/88GUNW5qlrx6oX9xRIa7vxI9dHcLCQkvNz0QS064ilR2MDlJnTAaEL7n1SmIOO8gBDULAZPciXCDYtwCkxFMWYioQeIsVVnvHvKNmW6m8fg2b3F2QgORQvyiorOmptVqUITQGrSTho1Ky7URDdtQ0pS2R/K5dkdu4H42PU8ceMIHrt+eFGhIyUpjkYlCkuNKnhdAFdwGN7cnKJtb142EhJabvrgpm0oKFHYOCgRgpu0xpNagXP2IyN5J1GNiv/WyEZtyEguv1k6JzOV9Uum07HX8aX2pyZtIzVxKx16OvszUnYS1ahN8XWjW5OR4n9zd1URl6vCD2PMoalJeW2T+iEklPiBlrg3jyb1y96Dz+jXgk8vG8i1x8bw0h+byxzfn2fO7Mn31wwhK8/DzA3+tY4ANGsQSnx6cT6RkJFLswbl5xOn92/J35v2lNl/cq/m/LTSaeFPzcrH7RJ6tGwAOD9im0eWf80DqRfiZm9uccXY3rwC6oW6y6Tr0CiCc/u2YnTXptQLKXu8Wf0Q3EJRAaXovOgIYtNyyPf4/3M0OjyYPVnFn3NyVj7R4cFl0p3YtTHPTOjOPwa05OOFTn6+PSWbga0jcQk0qRdCTKMIGkWElDpvaPto5m1L9Ts+gGaRpT/n+PRcmh7sc95Y9nMe06s5P60q7o722NS1vHR+X2bcPJyxfVrwwextlYqzylRTiUREThGRdSKyUUTu3s/xdiLyu4gsEZHlIjK2iv6iMir7y6Ab8Lqq9gDSgetwboJHi0g3YAMw17cdBPQDFlTyNSvF3aw9rgaNSo0xyZk3jdwlv5C3dg7BnQYgYfVKnRPSeRCetES86f7fJCsUY4sOuCIblxljQki400pwgB+3geb1FBAfu5G7Xvida+//lEnPXU3W3tTDHkdQ41a460WRt2vLIZ8T2r4XnoxkPHtTqjGy0ryeAr5+YyJDR19PdLOOpY6tnPsFPY46C5erbGZUY/jGkFT0cdDLHuQm6UtznoisFpFVIvJppf4MkfYHelTm2sZUgVqV1363bDcXTFrMW39u5eKhh9Zqf8e3qznr7fkEu6VMbXx1ObV3c3q0bMBHc0p30W1cP4TOTesxZ3Nxl6l7v1nFraM78+Flg8jK8+CpzCCXg9iaksUni2P5cvlOYlOzOaFz6Zr/iGA3J3Ruyu/7KUh1blKPjUn+tzxUxP/W7+GOKWv5YukuTu/t9FaYtSnZ182rKxcNasXGxEy8+/Q3GhbTkLmVLJBUxKl9mtNzP59zk/ohdG5Wjzmbij/nC4e15ebPljP2pTlMWbar1FiTQFI//zsQEXEDrwGnAj2B80Wk5z7J7ge+UNUBwD+B16vhzwMqP4Zkh6oWdo7/GLgJmI5TO+MG5gDzgQeBAcBaVc3Z34XKIyJXA1cDtGvXbr9pNDe7VGuDhEageWUHIbkaNie4XU9ylv1WauB3YVrNycSbmoCrfjQeX2tGULteEBxK/oayYwAqJCerVEFHQuuVatUpijG6BUExfchd9HOZwenu5u3xJO4o7kyYn4sEhTj9ZlSdvzu34s20//vuNWZOfxeADt0Gk5ywo+hYSmIs0U3202pUjuimrenYfShBQcE0bdmBFm26sjt2A9FNWrN22R9F6ZITY+neb1SF4vTm5xAcWtzk6goJR/Nyy6RzRzYmpFVnstfMPeQB/iGtOiPBIeRsWFyhmArN//UNFv/xHgCtOgwmLbn4PUxPjqVBo1b7PW/q+/+iUfPODDvlpjLHVs39grGXvFy03SC6FVvXziq+bkocMd2P8yveqlP1Y0hK3CRHA7HAAhGZoqqrS6TpAtwDHKOqKSW6qvhrKk737iCcH3+FOVc7YB3Qo5LXN6YyakRem7Q3j2YNimu7m9YPIWlv2Xtwof+tS+KWEzsdcgx5HmX2pmSO6dSYhdv9G1+QkJFbqgtWswahJGSUjXFIh2guH9Geqz9aUqY1YXSPZvy+LqlUoWNFXDpXfbQEgKEdo2nXyL/eCJl5HuqHFv/0qh8SRGaup1Sa3BLdodYm7GVY++JuccFu4dTuzZi/PYWEfd77sCAXzeqH8tO6yrXyp2Tn07hEq0ajiOAyY1xKmrs1lUuOagPswKvw6eLiStMHTu7M7hJjT9o2DMMtwtbksr9/KiIhvfTn3DwylMRyPucrRrTnqg/38zn3dD7nAt/n3DAimK7N6rNypzP++JdVCbxyQb9KxVkVVKttDMkQYKOqbgYQkf8CpwOrS6RRINL3PAqothrxyraQ7PsWKb5aG99jjqpmAGHAKIr7tB76C6i+raqDVXVw06b777PpzUhGwhs4P/jFRVDTdnj2lO4OJPUaEtJlMLkr/4T8El/aoGAQ39sQFIIrqgle32B4d4uOuKNbkLe27KDuivJm7EEiGiBh9UFcTuEiaUepNFI/muDuw8hb9jvkl81LgprH4IkvXePvTYnH3cypwHW37OQUWCroxDOu59F3lvDoO0sYOOIM/v5lMqrKptVzCa8Xtd+xIuUZeMwZrF02E4CMtCR2x66nWcuO9D5qDKsW/kJmRgqZGSmsWvgLvY8aU6E4vXvTcIXWc7rjiRDUuCUFqfGl0rgiIgmL6U32+oVOd7ZDENy0DUFRTcnZuLRC8ZQ05KR/ce3jC7n28YV0HzSB5bM/QVWJ3TiP0IgoGjQs+x7+9tWD5GanccqFz5U5lrRzLdlZqbTpXNxNvHOfk9m84leyM1PIzkxh84pf6dznZL9jrsGKbpKqmgcU3iRLugp4TVVTAFTV/+lknPP7qmofnFrl4aoao6oxOPexRZW5tjFVoEbktWt3Z9AmOpwWkaEEuYQTujVl9ubSA69bNyz+kTi8YzSxqQcuF4UHu2hUz+kO5BYY1qER2ysxIHv1zgzaNgqnVcMwglzCyb2aM2ufAfLdmtfn3rHduPXzFaRklf2hPaZXM35aVTpviY5wYgx2C5cMb8/XiyvW5bhQwt5cosKCaBAahEugU5N6bN1nvEdEcHGrePtGEaT6CgMugTHdmrE+MZPN+3mPOjaux7aUbL9n/yq0eU8WzRuE0MQ389mw9g1ZElu6gNi8RMG0X+tI4n2FgRC3EOKb7atXi/p4VEsNhh8eE82crZXvhbC/z3nmvp9zi/rcN7Ybtxzoc15Z/DlnZBdQP8xNu0ZOBffQjo3YcphamwKkNVDyR2Osb19JDwMXiUgsMAO4sbqCqWwLSTsRGa6qc4ALgL+ANUArYAROszLAUuBa4M5Kvl45lLyNiwntPbJo2l/NSie4fW+8Gcl4kncS0rEf4g4itKfTxbZwel9XRCQhXQY7t3eB/B1rimbnCukyCM3JIqz/iQAUJMVSsH11eUEcJEQlf918QgacCAieXRvRzDSCOvbDm74Hb1IswV0GIUFBhPRxar01J5O85X8AIGH1kNB6zsD3EvI3Liak97EEdeyHZqTg2bnRv/h8+g4dy/J5M7jroi6+aX/fLzr24FUDePQdp4boi7fuZO7/PiMvN4tbz2vLcWOv4IxLH6b3UWNYufBn7rusF+Jy849rnqZ+VGMAxk+8n0f/5YytnDDxAepHNiobwAEpOdtWEdHduUZ+Yize7L2EtO6CJzMNT2oCoW27gzuI8M7OVMWal032Buf3ZHiPYbjC6iHuIOr1P56cLSvwpCURGtMbzc0mwvfdKEjZTV4l3scu/U5lw7IfeeWOHgSHhHP6le8WHXvz/sFc+/hC0pNj+XPKUzRp2Y23HnT+niEnXcfAUZcDTnet3kPPRaS49SG8fiOOO/1e3nnIifO4M+4jvH5F38OqJf5P+9tERBaW2H5bVd/2Pd/fTXLoPud3dV5fZuPUED+sqhWbJWH/BqvqvMINVZ0rIu8f6ARjDoMakdd6FF78bTPPntULl8CMVQls3ZPN5cPbsTZ+L39vTuas/i0Z1K4hBR4ve3M9PPlT8cxK/718EPVC3QS5XIzo1Ijbv1lFek4BT07oQbDbhQgs3ZFWNEuXfzEqz/y4nlfO74fbJUxZuovNSVlcM7IDa3amM2vDHm46qRPhwW6eOrsX4Iw/uPWLFQC0jAqjeWQYi/fpUjRxeDuO7dIYlwhfLYpj4dZU/KHAX1uSOa1Hc0RgXcJeUrLzGdy2IYl7c9mWkk3vlg2IiY7Aq5Bb4OH3jc4P7U6N69GyQRhhQW66NXMmTPt9Y1LReI/OjeuxZKd/LUsleRU+WhjHnSd0RMTphhWXlstZfZuzZU82S+LSOalrE3q1aIDHq2TmeXjb1x0qMiyIO07oiCqkZOXz1j5T8Q5pF8Vzfxx6V+ryeFR5+sf1vHpBP9wifL9sF5sTs7h2ZAdW70pn1vo93HxiJ8JD3PzH9znvTs/l1s9Lf86LSnzOHlUen7aOZ87tjVchPTufR6cGfoYtqNQA9QPltYfifOADVX1ORIYDk0Wkt2ol1pcoh6ifJWkRiQF+BBYCg3CaeCaqapaITAeiVHWEL+2lwCSgVeHgOhF5GufG2gqnCehdVX34QK85ePBgXbhwIVmzPvcr5uoUcdw/ip5n/29yACMpX/iJE4uef/B7zZx/4dLji3/cZsyfEcBI9q/BkOLxXA9PLr8JO5AenhhMqw6D2LllUbVPZ9UrqoF+dsygCp/X74eZi1R18P6Oicg5wCmqeqVveyIwVFVvKJFmGpAPnAe0AWYBfVQ1tcLBlH7tL4FUoHBMykVAA1U9rzLXNcZfgcxrR75Qya7K1WDmLccUPR/8+O8BjKR8C+8vnqDkzTlbAxdIOa4dHlP0/OJPlgUukAP46MLirlKDHquZn/OiB46nXutuZMatq9a8tt+AQfrTH/711GnZMORAee1wnMq8Mb7tewBU9ckSaVbh5Mc7fNubgWGV7ZWwP5VtISlQ1Yv23amqp+2z/QHwwT777qTaWkyMMYdF9SyMGAeUHAnbxrevpFhgnqrmA1tEZD3QhcoP5J2IU8N8A86Ykr+oxkF8xhwiy2uNOYJV08KIC4AuItIBJ4/9J07lRUnbgROBD0SkB0630MoNUipHnVmp3RgTCNWyMOKh3CS/w2lKniQiTXC6cB3a/KIHoKo5IvIa8CtOK/k6VS27eI0xxhhzmFTHoHZVLRCRG4CfcLo+v6+qq0TkUWChqk4BbgPeEZFbcPLES9XfrlUH4XeBRFW3Ar2rLhRjTG1TiTEk5TrEm+RPwMkishrwAHeoatk5MCtIRPoCX+HUAPUGVorIjarq3/RrxlSS5bXGmOrqZK+qM3AGq5fc92CJ56uBY/Y9rzpYC4kxplKqY6HDQ7hJKnCr71GVXgEu9g1mXwxMwFlwblQVv44xxhhzUEq1Tftbo1iBxBjjv+oZQxJIUapaOHpQVHWPiNQ74BnGGGNMtar7JRIrkBhjKuHQVl6vRdwiEuQbN+ISkfOApIOdZIwxxlSL6lsYsUaxAokxplLqWIHkRZwB8qtxpkgdA1wawHiMMcYc4Y6A8ogVSIwxppCqvlfi+amBjMUYY4w5UlT9aFRjzBHDmWXLVeFHTSUi14pIgohsFpGRIhItIlcGOi5jjDFHLlX/HrWJtZAYYyqlGtYhCaQ7gZ5AC+B1VT1ORK4G3g1sWMYYY45U1bQwYo1iBRJjjP+kzg1qTwDSVDVJRBr69gUHMB5jjDFHurpfHrECiTGmcmpyFyw/zAOmi8gnQD0ReQzYGOCYjDHGHKGUI6I8YgUSY4z/qmOl9gBrAMQCI3FWg98NPBHQiIwxxhzRatt4EH9YgcQYUyl1qUCiqpcHOgZjjDGmmNoYEmOMOTCpU122ROR9oEwJS1UvC0A4xhhjzBHRZ6tWFkgijvtHoEM4oPATJwY6hIO69PiaX6vdYMjYQIdwQA9PtLHO1L0uW9NKPK8HnAvEBSgWYwJq5i3HBDqEA1p4//GBDuGgrh0eE+gQDuijC/sFOoSDWvRAzf+cq9sRUB6pnQUSY0xNUbdaSFT1m312TRaRuQEJxhhjTI3m9R6GokItXFPEH3Xnl4QxxlSPv0TEHeggjDHGmLqqVraQJN5f87pzN318UtHzY8/4K4CRlO/P70YUPZ8W1C2AkZRvXMG6oudfz/MEMJL9O3to8e/SBz7MC2Ak5XvskpDD+4JSd7psicjLwIuqullE7gKOAZ5V1Zr3ZTSmmoWPuD/QIZSR/dfjRc/Dh94RwEjKlz3vmaLn4QNuCGAk+5e95NWi53M2pgYukAMY3rlh0fMe9/wUuEAOYM2TYw7L6zjT/tb9JhJrITHG+K1w2t+KPmqw432FkV7AmcCTwEsBjskYY8yRTP181CK1soXEGFNz1KUxJEBhS8hpwCeqOkdEatlt3RhjTF1yJGRCViAxxvhPanyLR0WtEpEvgcHACBGJ4MjIC4wxxtRQR8KgdiuQGGMqpY61kFwKnArcr6pxvsHsxwU2JGOMMUeyI2EMiRVIjDGVUpdaSFQ131cIuUacwfp/7WcqYGOMMebwqfvlESuQGGP8J3VsYUQR+Q/QF/jct+saERmuqjVzOh9jjDF13hFQHrECiTGmMgTqVpetsUA/VfX6tj8QkRWAFUiMMcYcdoqNITHGmIOSOrQOCeAFGgOJACLSzLfPGGOMCQgbQ2KMMUeWx4D5IvInTsXUKKx1xBhjTB0kIqfgrLXlBt5V1af2Of4CcLxvMwJopqoNqyMWK5AYY/wndWuWLVX9SkRmAUN8u+5U1fhAxmSMMeYIVk2LHPomcHkNGA3EAgtEZIqqri56adVbSqS/ERhQ9ZE46s4vCWNMAFR8lfaaPAheREYCPYAM36O7b58xxhgTENW0UPsQYKOqblbVPOC/wOkHSH8+8Jm/f8PBWAuJMcZ/Ql0b1H5bieehODfspRQ3WRtjjDGHVSUGtTcRkYUltt9W1bd9z1sDO0ociwWG7u8iItIe6AD85nckB2EFEmNMpdTkFo+KUtUJJbdFpCXwcoDCMcYYYyozqD1JVQdXQQj/BL5SVU8VXGu/6lSBJLhLb+qPvQBxucheNIvsWTP2my6k5yCiLriBlNcfoWDnVkL7DSNixKlFx93N25Dy+sN4du8g6oq7cNWPgoJ8AFI/eBbNzPArPlVl84qXSEmYi8sdStcB91K/Ybcy6Zb/dSP5OXtwuUMB6HX084SERhO38b/s3jYNcbkJDmlIlwH3EBbRAoCVc24jI3k1kY370GvY037FB9B0zLH0ev4+xO1i+/tfsunpd8qkaXnOqXR98AZQJX35WpZMvB2A7k/eTrNTnd4tG554nV1f/gBA4+OH0fM/dyIhwaQtXsXyq+5DPf59p1WV95+/hSVzfiAkNIIbHniPjt0Hlkn36Rv3M/OHj8nMSOHj39OK9q9eMotJL9zGtk3LueWxTxl+wtlFxx7/91jWr5xH937HcO9zU/yKrzDGnz+5lY3LfyQ4JILxV75Ly5jS3S7zc7P4+rXzSUnYjLjcdO1/Giec9wQAaXu2M+WdK8nJSkW9Hk4493E69zuVrL17+PrV89m5ZSH9RkzklIkv+R1jVREEkTrVQrKv3UDvQAdhTE0xemgXnr15LG6Xiw+mLeLZj2eVOh4S7Oa9+89hQLdWJKdncdGDn7N9d2rR8bbNo1g8+SaemPQbL342+5CuWeEYh3Xj2VsnONebMp9nP/q9bIwP/ZMB3duQnJbFRfd/zPZdKZwwpAuPXT+WkCA3eQUe7n15GjMXbSI8NJhPnpxIx9aN8Xi9zPhzNQ+8/kPlYjy6B8/ecY4T43d/8+ykX/aJMYj3HpvIgB7tSE7L5KK73mf7rmQAbr/8ZC49fTger5fbnv6KX+esAeDNhy7k1ON6k5icweBz/69S8c2d9SsvPn4PHo+H8edN5OJrbimT5n8zvuW9l/+DiNC5ey8eeeFdAEZ0a0ynrj0BaN6qDU+/5fTy+Wry23z+wZvEbd/CjHkbadiocaViHNG1CfeO647LJXy1IJZ3Z24pdfySEe05Z3AbPF4lOTOP+79eyc7UnKLj9ULdTLtlBP9bncDjU9aUOve1iQNo2yicCS/9XakYq0z1TLIVB7Qtsd3Gt29//glcXy1R+FRpgURETgcuU9UzfNv3AFeoamff9njgKpw/7EugE+ABpqrq3ZV8cRqMn0jqpGfxpicTfe2D5K1ZiidxZ+lkIWGEHz2a/B2bivblLptL7rK5gFMYibrwRjy7i1uxMr58m4KdWysVHkBKwlxyMmMZdOJnZKSsZuOy5+g/8u39pu066EEaRHcvta9eVFf6j3wXd1AYu7Z8y9ZVb9D9qEcAaNP5fDyeXHZv/d7/AF0uer/8IPNOuYzs2HiOnfsV8VN/Y++a4veqXuf2dL7rav4+7nzyU9MJadoIgGZjRxI1oCd/DjoDV2gIw/83mcQfZ1GwN4v+7z/F3JMvJXPDVro+fBNtLj6THZO+8ivEJXN+YNeODbzy5Vo2rJrH209fz1PvzymTbvCx4zj13Ou58dzS72GT5u24/oH3mPLp82XOmXDhbeTlZPHzd2ULYRWxafmPJMdv5Lr/rCZu03x++OhGLn/wrzLphp16CzE9RuEpyOPjp09h4/If6dz3FP6a8iQ9h5zNoBOuITFuDf99/nRufO5UgoLDGHnWQyTGriIxblWlYqwyAtShFhIReRnnrwJn1pH+wMJyTzAmAAKV17pcwou3jue0WyYRl5DOX+9ey7S/1rB2a2JRmkvHDSIlI5ve/3yBc0/swxP/GsPEhz4vOv6fG07l53kbKnTNCsd4x5mcduPbxCWk8dcHNzHtz1Ws3ZJQHOOEIU6M5/yHc0f344nrxzLx/k/Yk5rJObdNYldSOj07NmfqS1fRafzjALz4yUxmLdpEcJCbH167mpOHd+PnOev8j/Hu8zjtX68SF5/KX5/cwbSZK1i7eXdxjGcMd2I8/RHOHTOIJ24+nYl3T6J7xxacO2YgA895gpZNo5jx5g30OeNRvF5l8tS5vPn5TN597GK/4irk8Xh49uE7eOmDb2nWohVXnH0Cx55wKh26FOenO7Zu4qM3X+DNz38kMqohyXuKP6/QsHA+nPpnmev2GTiMY44/hesvGlep+MDJdh6Y0IMr3ltIfHoOX1w/nN/XJLApIbMozZqdGZz72hxy8r38c2hbbj+1K7d+trzo+E2ju7BwS0qZa4/u1YysvGprCKiwahrTDrAA6CIiHXAKIv8ELtg3kYh0B6KBsj+2qlBVV23+DQwrsT0cSPfN5Q9wtC8NwLOq2h1nxP4xInIqlRDUpiOePQl4UxLB4yFnxXxCepSdDCDipDPJnjUD9bV47Cus71Byls+rTCjlSt71F83anoKIENmoF578veTlJB3y+Q2bDsQdFAZAg+he5OYklDg2GHdQRKXiazikL5mbtpG1JRbNzyfui+k0n3BiqTTtrjyPrW98Qn5qOgB5iU6NTf0enUn+cyHq8eDJyiZ9xTqajjmOkMYN8eblk7lhKwBJv86m5Vkn+x3jgllTGTV2IiJC197DyNqbRkrSrjLpuvYeRnSTlmX2N2sVQ0yXvrj2U6vf96gTCYto4HdshdYtmUqfYy5CRGjTeSg5WalkpJaOMTg0gpgeowBwB4XQon1/0pN9FRMi5GY7rXC52Wk0iHb+jpDQerTregxBwWGVjrEqictV4UcNthDnJr0A+Au4XVUnBjYkY8oISF57VI82bIrdw9adKeQXePjy1xWMG9GjVJpxI3rwyQ9LAPjmj1WMGtSx6Nj4Y3uwdVcKq0sUDg7lmhWKsWc7NsUmsXVnsnO9X5Yy7rhepWM8rhefTF/kxPjbCkYd1QWAZet3sivJydtWb44nLDSYkGA32bn5zFrkVMzlF3hYui6O1s2i/I+xdwybdiSxNW6PE+NPixk3qm/pGEf15ZOpzm+Rb35dwqgh3Yr2f/nTYvLyC9i2cw+bdiRxVO8YAGYv3kRyWpbfcRVavXwRbdp3pHW7GIJDQjjptLP483+le5xM+fxDzr7oSiKjGgLQqHHTg163W6++tGzTrtLxAfRtG8X2PVnEpmST71FmLNvFCT2alUozf3MyOfnOMlLLtqfSPLI47+zZKpIm9UOYvaH0b7CIEDeXjIjhzd83UZOo+vc48DW1ALgB+AlYA3yhqqtE5FERKdl9+Z/Af1Wrd3lGv38ZiEiMiKwVkU9EZI2IfAVk4twUO/uStQa+xrk54vv/bFXNUtXfAXwj+xfjNBX5zRUZjSctuWjbm56MOzK6VJqglu1xRzUib/3yfU8vEtpnCLn7FEganHUF0dc/QsSo8ZUJkdycRELCi//BhIQ3JTd7/wWSDUueZMnvl7F93Qfs7zsQv3060c2G7edM/4W3ak7OjuIampzYeMJbNS+Vpl6XGOp37cDRsz7jmNmf03TMsQCkL19L0zHH4goPI7hxNI1HDSW8bQvyklKQIDdRg5xeLy3POoWwNi38jnFPYhyNmxV/VRo1a82exPJaGAMjI2UnkY2KY4yMbk1Gys5y0+dkprJh6XQ69HTGTR93xgOsmPMpL93Skf8+fzpjLnqh2mOujLo0y5aqflTi8amq1pD2enOkqkl5baumkcQmFHeBjUtMp3XTyHLTeDxe0jNzaRwVQb3wEG678FiemPR7ha9ZoRibRRIbn1p8vYQ0WjctXXho1TSK2ITU4hj35tA4qnSF3pkn9GHpujjy8kvXlEfVD2PsiJ78vmBjJWKMIja+uGY+Lj6lbIzNoojdnVIixmwaN6xH66bF+52/L4VWlSgc7U/i7l00b9m6aLtpi1YkxpeuVNu+dRM7tmzkmn+M4apzRjN31q9Fx/Jyc7j8zOO56pzRzPxlepXGVqhZZBi704q7X8Wn59A8qvzKurOPasOf653fWyJw12ndeHpG2Raum0Z35oM/t5Jdg1pInBEk/v130CurzlDVrqraSVWf8O17UFWnlEjzcKV7MR2CynbZ6obTTDxbRN4HrgNmA0f75jfeAMwFxojINKAfTs1jERFpCIzHWZilDBG5GrgaoF27SpSsRag39p9kfP1uuUmC2nRE8/LwJBT/wM344i28GalISBiRF1xPaP+jyV1avb9Rug16kNDwphTkZ7F2wf0k7PiJ5u1OKTqesOMn9qaupc8xr1RrHPsjQW7qdW7PnBMmEtamBUf//jEz+48n6ZfZNBzch2P+/C95Scmkzl2KepyaicUX3krP5+7BHRpC4i+zi/Yb8HoK+PbNiRx10vVEN3NqElfN/Zx+x0xk2Km3ELtxLt+/fRnXPL6kZrYsiEDdHkNiTE1Qe/Lactx/+Qm88sXfZGbnVfm1q1qPDs15/PrTGHdT6e67breLDx+7kNe/+IutO5PLOfvI4CkoYMe2zbz28TQSdu/kugvGMnn63zSIjOKbP5bTtEUr4rZv5caLJ9Cpa0/atO8QsFjH929J79aRTHx7PgDnD2vHrHWJxKfnlkrXvWUD2jaK4Knp62jVsGb1RDgCFmqvdIFkh6rO9j3/GLgJmI5TO+PG6W82H3gQp7l4raoWFWlFJAhnTuOXVXXz/l7ANz3Z2wCDBw8u9yPxpqfgjmpUtO2KbIQnvbgWQULCCGrWmoZXOIU8V/0oIi+6ifSPXy4aHxLaZwi5K+aWvm5GqhNHXg45y+YS3KZjhQokOzd/Q/y2qQDUj+5OXnZxU3VediKh4U3KnBMa7jR9BgVH0LTNSexNXVNUIElNWMiO9ZPpM+IVXO6QQ47jUGTvjCesbXHrRVib5mTvLL0mXE5sPCnzl6EFBWRvjSVzw1bqdYkhbeEKNj75JhuffBOAAZOfJXODM8Asde5S5oy6EIAmo4+hXpeYCsX1w1ev87/v3wOgU4/B7EmILTqWnBBH46atyzv1sFn46xssmfk+AC07DCY9uTjG9JQ4GkS32u950z+4jkbNOzN0zE1F+5bO+oDzb3O+M206D6MgP4esvUnUi2y232sYY+q8GpHX7kxMp02J2vjWTSOJS0zfb5q4xHTcbheR9ULZk5bFUT3bcOaoXjzxrzFE1Q/Dq0pObgFL1u086DUrYmdCOm2aNyy+XrMo4hLTSqdJTKNNs4bEJaQ5MdYPY4+vq1PrZlF8/vQlXPnIf9kSt6fUea/dczabdiTx6n/LjgmsWIxptGle3IOjdfPosjEmpNGmRTRxCam+GMPZk5pJXKKzv/jvi2ZnQulzK6tpi5bE7yqumE3cvZOmzUt3gW7WohU9+w0mKDiYVm3b07ZDZ3Zs3UTPvgNp2sLJ71q3i2HgkBGsX728ygskCek5tCjRItI8Moz4Ei0mhYZ3asQ1x3fk4rcXkO9xvtb920UxKCaa84e1IyLETbDbRVZuATtTc+jdJpJf7zwOt0toVC+ED686ikveWVDmuqbqVbZqc9+bluKrtfE95qhqBhAGjKK4T2uht4ENqvpiJeOgIG4L7sbNcEU3AbebsD5DyFu7pDiw3Gz2PHkTyc/dQfJzd5Afu6lUYQQRQvsMIWf5/OKLulxIRH3fczeh3fpREF/8Q/NQtOp4FgOOn8SA4yfRuMWxJOz4EVUlPXkV7uD6hISVLpCot4D83FQAvN4Cknf/TUQD5x/y3tT1bFz2DD2HPklIaPS+L1VpaQtWUK9zDOExbZDgYFqfdxrxU0tPOb17yq80HuksYh3cOJp6XWLI2rwDXC6CGzUEoEGfbjTo043En538s3DguyskmM53XMW2t/9bobhOPec6np28iGcnL2LIyAn8MWMyqsr6lXOJqB+537Eih9vgk/7FVY8t4KrHFtBt4HhWzP4YVSV24zzCwqNo0LBsjL9//RC5WWmcfMFzpfZHNW7L1tVOt4aknWsoyM8losHB++cGSl3qslVIROqLSP1Ax2GMT43IaxeujaNz28a0bxlNcJCbc0/qw/TZa0ulmT57LRee6ozfPGtUL2Yudso/J13/Lt3PfY7u5z7Hq1/O4ZnJM3nzm3mHdM0KxbhmB53bNim+3uj+TJ+1ulSa6X+u5sLTBjkxntCHmQud7ldR9cP45vnLeeC1GcxZvrXUOQ9dM4ao+uHc/oL/MzAWxbhqG53bNaV9q8ZOjGMGMv2P0l3Jp89cwYXjnSUhzjppADMXrHf2/7Gcc8cMJCQ4iPatGtO5XVMWrNy670tUSo8+A4nduomdO7aRn5fHr9O/YcSJpYceHTf6NJbMdwpmqcl72LFlI63bxpCelkpebm7R/uWL59Ghc9nZRCtrRWw67ZtE0Do6nGC3MLZfS35fk1AqTY+WDXj4zF5c/9ESkjOLW+bu/HwFJ/5nFic9PYunZ6zj+yU7ef6nDfx33g5GPjmTk56exYVvzmNbUmaNKYxU08KINUplW0jaichwVZ2DMzL/L5yBMa2AETjNyuAsLHYtcGfhiSLyOBAFXFnJGBxeL3unfULUJbchLhc5i/7Ek7CTiBPPoCBuK3lrlx7w9OCYrnjTkp1B8YXcQc713G4QF3mbVpOzcKbfIUY3H05K/FwW/fpPXO4wugy4p+jYkt8vY8Dxk/B681k55zZUC0C9RDUdTIsYZ+zKllWv4/Fks3bBgwCERjSn59CnAFj+5/Vk7d2GtyCb+T+dRZcBdxHdbL/r25RLPR5W3fwoQ2e8i7jd7Pjga/au3kjXh28ibeFK4qf9RuJPf9J09DGMXD4d9XhYc9fT5Cen4goN4eg/PgGgIGMvSy+5o2hq3063X0mzsaMQl4ttb33Gnt/nHiiMAxp49FgW//0jN5zTjdCwCK67v7gL3u0TB/HsZGeg4uRX7uLPn/9Lbk4WV49vz4kTLucfVz3ExtULePquc8jMSGHhX9P4/J1HeNE368b914xk57Z15GTv5erx7bnuvrfpP2xMhWPs3O9UNi7/kdfu7EFwaATjryhu9n/ngaO46rEFpCfHMnvqUzRu2Y13H3I+p8En/YsBIy/npH8+zfRJ/2Lezy8jCOOvfAcR50f8K7d1JTcnHU9BHusWT+WC26fTtLX/A0CrRE3sSuYnEekETMbXz15EdgIXqmrNGuFojjQ1Iq/1eLzc8vw0pj5/CW6Xiw+nL2LNlgQeuOJEFq+NY/rstXwwbRHvP3AOK/97Cynp2Ux8+HO/rlmpGJ/9jqkvX+Vcb+p81myJ54GrT2bxmlim/7maD6bM5/2H/8nKr+4iJT2Lifc7ede15x5DpzZNuOeK0dxzxWgAxt/0NiHBQdx9+Ums3RLPnI/+DcCbX87mgynzywvj4DH+5wumvn49bpfw4fdzWbN5Nw/86zQWr97O9Jkr+OC7v3n/8YtZ+f1DpKRnMvHuSQCs2bybr39ewpKv76PA4+XfT32B1+v89PzwyUs5dlAXmjSsz8YfH+OxN2fw4XcVnxgpKCiIWx96mlsuPxuPx8O4cy6kY5cevPPi/9G9T3+OPXEsQ489kXl//c4FpwzD5XZx/V2PEhXdiBWL5/GfB27B5XLh9XqZeM2/i2bn+uLDt/jknZdJTorn4vEjGD5yNPf8n3/LPHm8yuNT1vDu5YNwifDNwjg2JmRy40mdWRmXxu9rErljbDciQty8cEE/AHal5nD95CUHuXINdAgD1OsC8XfQvIjEAD/izEozCFgNTFTVLBGZDkSp6ghf2kuBSUArVd0lIm1wVodcCxR24ntVVcsf4IHTjLxw4UIS77/Mr5irU9PHJxU9P/aMyjXnVpc/vxtR9HxaUNXXWFSFcQXFg8y+nleTBpU5zh7qLnr+wIc1sy/0Y5eE0KrDIHZuWVTtTRED27XQmbddWOHzIv/9/KIqWqypSonI/3C6tXzv254A3KiqowMbmTlSBTKvDR9xf3X8SZWS/dfjRc/Dh94RwEjKlz3vmaLn4QNuCGAk+5e95NWi53M2pgYukAMY3rlh0fMe9/wUuEAOYM2TYwhv2ZXsXeurNa/t0WeAfjTlD7/OHdKxYY3Ma/ensi0kBap60b47VfW0fbY/AD4osR1L8Vz/xpjarBpaSETkFJzBt27gXVV9qpx0ZwNfAUepalWsF9KksDACoKpTROTRKriuMZVhea0xR7Ja0EIiIu0PdFxVtx3oeJ1aqd0Yc/hV9ZgQ36xBrwGjgVhggYhMUdXV+6RrANwMVOXCQXkiEuKbIhURCQEKqvD6xhhjTIXUgvIIwFScCpAgnJkBt/v2twPWAQfsX+531aaqblXV3v6eb4ypAwqn/a3o48CGABtVdbOvYPBf4PT9pHsM+A9QdmoV/52L0ypTyOXbZ0xAWF5rjKmOhRGrPkbtq6p9cKYcH66qMaoagzPxxqKDnV93RqMaYwLDJRV/HFhrnH7vhWJ9+4qIyECgrapW6apbqroVOEVEnheR54GxqrqlKl/DGGOMqYjqWhixmgxW1aKeC6o6Fxh4sJOsy5YxplLEv4URm4hIyTEfb/vWQTiE1xMX8DxwqT8vfJBrPw30AQqnBrrGN7tRzRw9a4wxpu6rJX22fFaJyDvAp77ti4CVBzvJCiTGGP8Jh9LisT9JB5j5Iw5oW2K7jW9foQZAb+AP33TILYApIjKhCga2nwr0U1Wvb/sDEVkBWIHEGGNMQNSu8ggTgX8BN+D8SvgLeP1gJ1mBxBhT0ywAuohIB5yCyD9x1l4AQFXTgKIVRUXkD+D2Kpplyws0BhJ9127m22eMMcaYg1DVHOAF3+OQWYHEGFMJglTxtL+qWiAiNwA/4Qwwf19VV/mm312oqpVfKrl8jwHzReRPnEqpUVjriDHGmABRwHsErIxoBRJjTOVI1S9zoKozgBn77HuwnLSjqvB1vxKRWTgzfQHcqarxVXV9Y4wxpqLqfnHECiTGmMoQqmVhxEARkZG+pxm+/3cXke6qOjNQMRljjDmCBWAK36omIt1Udd2B0liBxBhTCVItLSQBdFuJ5/VwWkqWAMcFJhxjjDFHtoBO4es3EekInOd75ANDD5TeCiTGmEqp6jEkgaSqE0pui0g74JUAhWOMMeYI54whCXQUh05EbgP+gTMG9HPgTFXddrDzrEBijPGfcCgrr9daqrpdRLqJiFtVPYGOxxhjzJGnlrWQPA18AjymqhsO9SQrkBhjKuGQVl6vNUqMISnpGiuMGGOMCZRaNoakA043rU99Cxl/Dnx+sFYSK5AYY/wm+L1Se01lY0iMMcbUKLWphURVtwPPAs+KSCec7ltTgb4HOq9WFkiaPj4p0CEc0J/fjQh0CAc1ruCAkx3UCGcPdQc6hAN67JKQQIdQrvSUvYfnhfxfqb1GsjEkxhTL/uvxQIdwQNnzngl0CAeVveTVQIdwQMM7Nwx0CAe15skxgQ6hXLnpadX+GrVtDAmAiEQBOaq6Cfg/3+OA6lTVpjHGVCVfTU83EanZpWNjjDGmBvAtYrwW2CYiZ4tIQxF54GDn1coWEmNMTSF1alC7iAhwJTAGp2LqZ6CHai3rwWuMMabOqE1dtoALgBigMfCNqn4tIuOAxw50Uq0skOy+c2KgQyijxdOTi55PW5QfwEjKN25QcNHzvXO+D2Ak5as//PSi5x/Pqnn/AC86rrh70jHja+ZaebOn7m9cdjWqW+uQPA70BF7H6aq1BPgPcGcggzImEMKPujXQIZSRveD5oueLtqYHMJLyDYqJLHp+1BN/BC6Qciy4b1TR82f+2BS4QA7gjlGdip6HD7o5gJGUL3vRS4fttWpZldguIFhVd4pIhG9f+MFOqpUFEmNMDVKH1iEBxgMDVbVARLJV9f9EZF6ggzLGGHOEqsaV2kXkFOAlnDVD3lXVp/aT5jzgYScSlqnqBQe57Hpgjoh8BUSLyEfA3weLxQokxhj/Sd3qsgWIqhYUbYiEAKEBjMcYY8wRTAFvNXTZ8o2NfA0YDcQCC0RkiqquLpGmC3APcIyqpohIs0O49DbfA5yeBqtUdfrBTrICiTGmcurQLFtAgoh08S3mFAnMxrlhG2OMMQFRTS0kQ4CNqroZQET+C5wOrC6R5irgNVVNceLQhINdVFUf9ScYK5AYYyqnbrWQnAEUtpBcA2w42GJOxhhjTPXRygxqbyIiC0tsv62qb/uetwZ2lDgWCwzd5/yuACIyG6db18Oq+uOBXlBE3sdZFGC/VPWy/e23AokxpnLq1qD2RgDOZFts8D1vX3jQCifGGGMOt0q0kCSp6uBKvHQQ0AUYBbQBZolIH1VNPcA50/x9IWOM8Y9IXRvUPvUAxwToc7gCMcYYY6prDAkQB7Qtsd3Gt6+kWGCequYDW0RkPU4BZUF5F1XVb/wJxgokxpjKqUMtJKraN9AxGGOMMSVV0xiSBUAXEemAUxD5J84aIiV9B5wPTBKRJjhduDYf6KIiMgJ4EOiAU85QnAljOhzoPCuQGGOMj4h0Bq4D0oAXgHygmXXVMsYYU5f4pre/AfgJZ3zI+6q6yrfS+kJVneI7drKIrAY8wB2quucgl34PuAlYBHgPNR4rkBhjKqduDWr/GvgAaAm8irNq+2TguADGZIwx5ghWXesiquoMYMY++x4s8VyBW32PQ5Wmqj9VNBYrkBhj/Ff3xpB4VfUFABFZrqp5JVaaNcYYYw47rV1Ltf8hIs/jVPDlFO5U1UUHOskKJMaYyqlDY0iAH0XkMuAjwOPrwmWMMcYEhDOovVYpnNWrf4l9Ahx/oJOsQGKMqZy61WXreqAe8BaQB3wG3BDQiIwxxhy5tHa1kKjqCf6cZwUSY0wlSJ1qIVHVyEDHYIwxxpRUe4ojICJhwAPAGJzQfwaeUNWsA51XpwokIV37EHn6RBAX2fP/IPOP/a/NEtp7MNEX30zSyw9SELsF3G4iz7qc4DYdQJWMKZPJ27wWgPpjziF80AgkvB4JD1xVqfhUlbefvZVFs38kNCycmx9+j87dB5RJt3HNYl58+ArycnMYdMwpXH3784gIm9ct5fUnbyAvLwe3O4h/3fUKXXsfxd70FF569Cp2x24mOCSMmx98m/ade/sVo7thM0Jj+oBAfvx28nduKHU8uGUngpu1R9WLFuSRu3EJmpeNKyKS0I79wB0EquTHradgz07nmpFNCGnfy/nh6ikgZ9MSNCfTr/hUlckv38yyeT8QGhrB1fdMIqbrwDLpvnznPv76aTKZe1N498eMMscXzPyalx88l0femk/H7oNJ3LWVuy7uSct23QDo3HMol932pt8xbln1CqkJc3G5w+jc/27qR3Utk27l3zeTl5uMyx0CQM+hzxISGs3ubd+ze+t3IC7c7nA69b2diAYxpCYuZNvat1FvPuIKJqbHtUQ1Kfu3H1ZCnRpDIiJBQF+gQYndTwH3AFtsti1zpBs9vDvP3nYGbpeLD76fy7Mf/lbqeEiwm/ceuYAB3duSnJbJRfd+xPZdKTSKiuDTpy5lUM+2fDxtAbc8U7xUwU9vXkeLJpFk5+YDMP6Gt0hM2et3jH/P/JVnH7kLr9fDGf+4mEv/VXY87i/TvuHtl55CROjSozdPvPQeC+fM4vnH7i1Ks3XTev7vlfcZdfI45s/+g5eefAD1KuH16vHwM6/TNqaT3zEO79iI207ujEuE75fu4sM520sdv2BIG07v3xKPV0nNyufRaWvZnZ4LwI0ndGRE58aIwLwtKTz388ZS5z53bm9aNwznn++Uu1TEQcU0CufEzk0QEZbvSmf+9tT9puvapB6n927BR4tiic/IxSVwctemtGgQigK/bUxiR6ozjKB7s/oMa9cQgL15HqaviSc73//OSKOHd+fZ28/C7XbxwXdzefaDX0sdDwl2896jFzGgh++7ePeHbN+VDMDtl53EpacPw+Pxctuz3/DrnLV0ad+MyU9eUnR+h9ZNeOzNGbz62Uy/Y6wqtamFBHgRZ4bK83HGkawCXgGuONBJVVogEZHTgctU9Qzf9j3AFara2bc9HrhKVSeIyI84M9kEAX8C16uqpxIvTuSZl5Dyzn/wpCXT+MZHyVm9GE/CztLJQsOoN2IMeduK/wFHDHG6te154V5c9SKJvuJ29rzyEKiSu2YJWX//QpM7n/U7tEKLZv/Izh0beevb1axbOZ83nryB5z6cXSbd60/ewA33v0m33kN4+OYJLPr7JwYfcwqTXr6Xf151P4OPOYWFf/3ApJfv4cm3f+WLSf+hY9d+3PfsV+zYupY3/3MzT7xR4QkOAAjt0Jfs1X+jedmE9xlJQcpuNLv4B703M42sFTPB6yGoeQwh7XuRu2Eh6vWQs3ExmpOJBIcR3nckBakJ4CkgtGM/stfNQ7P3Oue07krupiV+xbds3g/Ex27k2U/Ws2n1PCY9fx2PvDm3TLoBR49n9Fk3cPuFZQsC2VkZ/PTVy3TqObTU/matO/HEe/7FVVJqwjxyMmMZcPwn7E1dzeYVL9B3xBv7Tdt1wH3Ub9i91L4mrU6iRfvTAUjePZutq1+j59BnCAqJosdR/0dIWBMy0zezZt6dDB79VaXjrQwFtA61kOBMcegCSpZiuwO3AZ8CViAxAReovNblEl688yxOu+FN4uLT+OvDW5g2axVrt8QXpbn09KGkpGfT+6z/49zR/XnixnFMvHcyObkFPPrmD/Ts1IJenVqWufZlD3zM4jWx/oRVisfj4T8P3sZrk7+jeYvWXHz68Rx30lg6dim+z27fsolJbzzPe1/9RGRUNMlJiQAMHn4cn874C4C01GTOHDWAYcc6vU+euv9WnnvnMzp07saXk9/hvVef5eFn939fPxiXwJ2ndOGGT5cRn57Lh5cPYtaGJLYkFVcgr4vfy8XvLyK3wMvZA1tx04mduPfb1fRtHUm/NlGc7ytsvHPxAAa2a8hiX4Hh+G5NyMrz/6cUOPVMo7s05YtlO8nILWDioDZsSspkT1Z+qXTBbmFgmyh2pheNW6ZfS6eR+YOFsUQEuzm7b0smL4pFBE7o3IRJC7aTne9lZMdGDGgdxd9bU/yK0eUSXrz7XE677nXi4lP5a/JtTJu5ovR38YzhznfxjMc59+QBPHHTeCbe8yHdOzTn3JMHMvDcJ2nZNIoZb1xPnzMfZ8O2BIZd8EzR9Tf98ChTfl/uV3xVqRaOITm6cE0vEfGo6qcictPBTqrqqs2/gWEltocD6SLSrDBIXxqA81S1H9AbaAqcW5kXDm7bCU9SPJ7kRPB4yFk2l7Beg8qkq3/y2U7LSUHxPyx389bkbVoNgDczHW92ltNaAuRv34Q3I60yoRWZO3MqJ4y9EBGhe5+hZGakkpy0q1Sa5KRdZGWm073PUESEE8ZeyNw/pgAgImRnpgOQuTeNRk2dm/qOzWvoe5RTqGob052EndtI2RNPRbnqR+PNyURzs0CVgqQ4gqJblErjSU8Cr3Oz82ak4AoJA0BzMotaPTQ/B83PRYJDi84Td3DR/zUvB38t/ut7RoyZiIjQudcwsvamkrpnV5l0nXsNo2HjspkewNfvPcC4C+4k2Bd7VUuOn03TNmMQERpE96Igfy95OQebtrtYUHC9ouceTw5O9gD1o7oQEtYEgIgGHfB6c/F68qo09ooTZwxJRR81VyNVPV5VJxQ+cFpGxqvqZ4EOzhifgOS1R/Vqx6YdSWyNSya/wMOXvyxh3MjSrfHjjuvNJ9OdH8vf/LacUUd1ASArJ4+/l20hJ6/A35c/JKuWLaJt+460adeB4JAQTh5/FjN/mV4qzbf//YDzJl5FZFQ0AI2aNC1znf/N+J6jR40mLNw3yZ4ImRlOPcXejHSaNm9R5pxD1atVJDuSs4lLzaHAq/yyOoGRXZuUSrNoWyq5Bc7P0BVx6TRr4OSnCoQEuQh2O48gt4vkTCcfCA92c8HQtrw/u3L1Ji0jQ0nJzictpwCvwtqEvXRuUq9MuhEdGjF/eyoF3uLa+8b1Qtiemg1AVr6H3AIPLRqEIjg5WbCvRT0kyMXeXP+/C0f1as+mHYlsjdvjfBd/Xsy4UX1KpRk3sjefTJsPwDf/W8aoIU4F5bhRffjy58Xk5XvYtjOZTTsSOapX+1LnHj+kK1tik9i+278CU9VSVP17BEipTF5EooDgCp1UESISIyJrReQTEVkjIl8BmTg3xcKZaVrjNNcc7ds+GpgNoKrpvn1BQAiV7CLniorGk5ZctO1JS8YVGV0qTVDr9rgbNiZ37bJS+wt2bSes50BwuXBHNyW4TQyuqEaVCWe/9iTupEmLtkXbjZu3Yc8+LTh7EnbSpHmbou0mzduwJ9FJc9Vtz/L+S/dw2Wkdef+lu7nkhscB6NC1D3//9h0A61cuIGH3NvYkxFU4PgkJQ3Ozi7Y1LxsJLf9He1Dzdk4ryD5c9Rsi4ioqoORsWkJ492FEDDyZ4KZtydunG1hFpCTtpFGz4vewUdM2JCce+t+6df1i9iTE0n/4aWWOJe7awv1XDOTxm0axbtmffseYl5NIaHhxBhca1pS8nMT9pt247D8snXUFO9Z/VOrmsWvrtyz67QK2rXmTDr3KVizs2TWTelFdirp7BVTdKpB8sJ99Hx7uIIwpVJPy2lZNo4iNTy3ajotPpXXTqNJpmhWn8Xi8pO/NoXFU2R+z+3rrwfOZ+8lt3H3FaH/DAyBh906at2xdtN2sRWsSdpeutNq+ZRPbtmzk8nNO5tIzT+Tvmb/uexl+nvY1Y8afU7T9wFOvcPPl5zB2eA9mfPs5l1x7i98xNm0QSnxGbtF2fHouTRuElpv+9P4t+XuT8/tmRVw6i7al8sPNR/PjzUczd3MyW/c4LSvXjozhk3k7yKlENyiA+qFBZJQoLGTkFlA/tHSHmmb1Q4gMDWJzculhAQl7c+ncuB4iEBUWRPMGoUSGBuFV+GVDIpce1ZZ/DW9P44gQVuwq2536UJX8nkE538WmDYmNdwoURd/FhvVo3TSK2N0lz02jVbPS55578kC++Gmx3/FVNVX/HgGyWUT6+543BOYDDx/spMr+MugGvK6qPYB0nBWOZwNHi0g3YAMw17cdBPTDWaoeABH5CUjA6R6x374nInK1iCwUkYWJifv/UXdIRIgcdyEZ0z4tcyh7wUynm9dNj9JgwoXkb9sY0E+yPDO+epsrb32GSdM3c+Wtz/DyY9cAcM4ld5K5N5WbLhjM1M9fo2O3/riquV9/UJM2uOs1JH9n6b6rEhxKWOdB5JTokhXSshPZa+eStfhn8hO3E9rev/EtleX1evnktdu44Lqy3e8aNm7Ji19s4/H3FnPh9c/x+mMXFrVGVZcuA+6n/8hJ9Dn6FdKTl5MY93PRsZYxZzLohE9p3+MaYjdOLnVeVsYWtq19m059bqvW+I5QS0VkZMkHsBRARMo2uRpzeNSevNYPlz3wCUed/wwnXfUqx/TvyAVjBx/8pErweArYsXUzb382nSdefo8n7rmJjPTUouNJCbvZuG41w487sWjfp++/xkvvf8WMOWsYf86FvPD4vfu5ctU7tXdzerRswOS5zhiTNtHhxDSJ4LSX5zD25TkMbt+Q/m2j6Nq8Pm2iw/ljXdJhiev4zk34fVPZlv8VuzPIyC3g4kFtOL5zE3am5eBFcQn0bxXJRwt38MacbSRm5jG0fcPDEmtFBQe5OW1kb775dWmgQ6mVfL0Llvo2TwH6q+rUg51X2TEkO1S1cBDExzhLxU/HqZ1xA3NwSkYPAgOAtapacpGUMb7R+J8AJwC/7PsCqvo28DbA4MGDyy0leNNScJdo1XBHNcKbXtzUJqFhBLVoQ6NrnJuIq0EU0ZfeQsoHL1AQu4WMqZ8UpW103YMUJJbtBuSP6V+8wU/fvQdAl56DSdq9o+jYnvhYGjdrVSp942atSIov7kebFB9L46ZOmt+mTebq258HYMRJ5/DK49cCEFE/kn8/9C7gDHy6ckJXWrTuWOFYNS8HCQ0v2paQcDS3bPcqd1RTQlp3JXvVX6AlamLcQYR1H0bu9tV49/re+6AQXPWiirYLkuII7zG8QnH98u1r/DHN+fs6dhtMckLxe5icGEujpq3LO7WUnKwMYres5P/+7XRvS0vezQv3ns4t//c9HbsPJjjEqaHq0G0QzVp3YteO9XTsfmgZ466t3xK/3ZlEoX5Ud3KzizP03JxEQsLKdgkobEVxB0XQtPWJ7E1ZQ7M2Y0qladLqBDaveKH4WtkJrF34AF3630NYvUP7u6tbHRtDsr9SngAzgYnAARd2Mqaa1Ii8dmdiGm2aNyzabt28IXGJpbs070xw0sQlpOF2u4isH8aetANPYrLTd429Wbl8/tNijurVjk9nLDzgOeVp1qIV8buKW80TdsfRrEXLMml69x9MUHAwrdvG0K5DJ7Zv2USvfk6dwy/Tv+X4k8cRFOz0MknZk8T6NSvpPcDJD04edxY3Xnq2X/EBJGbk0rxEi0jzyFASS7SYFBoSE81lx7TjmslLyfc4H8mobk1YGZdOdr7TdXrOpmT6tI4kK89Dj5YN+P76YbhdQqN6wbx5UX+u/XhphePbm1tAgxItIg1Cg0p1rwpxu2hSL4R/9nd+m9QLcXNW7xZ8s3I38Rm5pQoqFwxoTUpWPs3qO39vao5znXUJexnqG+Duj8LvWaH9fhcTU2nTPLr0dzE1k7jENNq0KHluFDsTis8dc0wPlq6NJSHZ/xacqlbzqsjLJyJ3AV+o6hZgIHC9iLypqqsPdF5lq9H3fY8UX62N7zFHVTOAMGAUxX1ai09wbprfA6dXJpD82M24m7TAHd0U3G7C+g0jd3Vxc5vmZJPwyHUkPnUriU/dSv72TUWFEYJDisY7hHTpDV5PmcHw/jrtvH/x8qcLefnThQwbNYHfZnyCqrJ2xTwi6kfRqEnpG2WjJi2JqBfJ2hXzUFV+m/EJw0aOd441bcnKRbMAWL7gd1q1dVrr92akkp/v9CH9+bv36TVgBBH1Kz57qXdvKq6wekhoBIgQ1KQ1npTdpdK4IqKKB6kXlBi/IEJYtyEUJO7Ak1yiMFeQj7iDkDCnyd7dsCne7Ir9Ix995vU88d4SnnhvCYOOPYO/fpqMqrJx1Vwi6kWVO1ZkXxH1o3hjSiIvfL6FFz7fQqeew4oKI+mpiXg9zg0+Yedm4mM30KzVoRfqWsacSf/j3qP/ce/RqMUIEmN/QlXJSFlFUFA9QsIal0qv3gLy81IB8HoLSI6fQ0SkM24pe29xgTQlYW5RwaMgP4M18++hfferiWxUuq9swEjdGkNScuxIicd437F/Bzg8c+SqEXntwtU76NyuKe1bNSI4yM25owcwfdbKUmmm/7mKC087CoCzTujLzAUb93epIm63q6hLV5DbxdgRPVm1yf8KwZ59B7Jj6ybidmwlPy+Pn6d+w3EnjS2VZtTJ41g01xm8npq8h+1bNtG6XYei4z9N+YoxE4q7azWIasjejHS2bXb+lrl//U5M57ITphyq1TszaNconFZRYQS5hNE9mzFrfemWja7N63PP2K7c9sVKUkoMJo9Py2Fgu4a4RXC7hIHtGrJ1TxZfL97J2JfncPprc7nqoyVs35PtV2EEYFdGLtHhwUSFBeESZ3asjUnFhco8j5fXZm/l7bnbeXvudnam5xYVRoJcQrDLqaRqHx2OV5U9Wflk5BbQOCKE8GBX0bF9B8lXxMLV2+nctsR38eSBTJ+5z3dx5kouHDcEgLNO7MfMBRuK9p978kBCgt20b9WIzm2bsmBV8bib88YM4osfa1B3LcCr6tcjQCaq6hYR6QDch1NhMulgJ1W2haSdiAxX1TnABcBfwBqgFTACp1kZnC4P1wJ3AohIfaCBqu7yNS+fhjP7h/+8XtK//4joK+8Al4vsBbMoiI+j/slnkR+7hdzV5c+e5K4fSfSVd4LXiyc9hdT/Fk/3Wn/sPwnvPxwJDqHpvS+RveAP9v7yrV8hDj7mVBbO/pGrz+jhTPvra9UAuOmCwbz8qVMj9K+7Xyme9vfoMQw65hQAbrj/Td559lY8ngJCQsK44T5nho/YLWt54eHLEYR2nXpy0wNv+xUfKLlbljstGCLkJ2zHm51BSNvuePam4knZ7Uzf63IT1tXJcDQ3i5x18wlq3Bp3g8ZIUAhBzdoBkLtxMd6sdHI2LyOs2xCnG1xBfqnuXBXVb9hYls6dwe0XdCEkNIKr7n6/6Nh9VwwomiXrszfuZM7/PiMvJ4ubzmnLqNOu4KzLHi73uuuWzeLr9x/CHRSMiItLb32D+pH+jSOKbjaM1IR5LP79QtzuUDr3u6vo2NJZV9D/uPfwevNZPe9O1FuAqpeGTQbRvN04AHZv/ZbUpEWIy01QcAO69L8HcFphcrLi2LHhQ3ZscIY1FE4VHFB1qIVERKJx+roe69v1F/CQqtaEkY3myFUj8lqPx8stT3/D1Jevxu128eGU+azZHM8D15zC4jU7mD5rFR98P4/3H7mAld/cS0p6FhPv+6jo/LXf30+DemGEBLsZP7I34258i+27UpjyytUEB7lxu138Pn89739XdubEQxUUFMQdjzzLjRefhcfrYcK5F9Gpaw/efP4JevQZwMjRYxl+3InM/fM3zh09BJfbzU33PErDaOd+vzN2G/G74hg4dESpa97/5Mvced1EXOKiQVRDHnz6Vb9j9Kjy9E8bePn8vrhdwpRlu9iclMU1x8WwZlcGszbs4eYTOxEe7Oaps3sBsDsth9u+XMn/1iYyOCaaz64ejCrM2ZzMnxsOfdKUQ6EKv25I4py+LXGJsGJXOnuy8jkmJprdGbls2lP+chIRIW7O7dsSVdibV8CMNc4408w8D39vS+H8/q3xqpKWU8APa8uOQT1Uznfxa6a++i/nu/j9XNZs3s0D157K4tU7mD5rJR98P5f3H7uIld/dT0paFhPvdfLNNZt38/UvS1jy1b0UFHj493++wusbmB8RFsIJQ7txw/997nds1aE2tZDgTPkLMA74UFU/E5E7DnaS+DsKX0RigB+BhcAgYDVOqShLRKYDUao6wpf2UpzSUSvfjbE5MA0IxWml+R24RVUPOOXC4MGDdeHChey+c6JfMVenFk8X9/Oftsj/Un91GjeoeJKDvXO+D2Ak5as/vLjy7uNZNe+f4EXHFf/4PmZ84Ocm35/ZU0dSv2E39qauq/aSwsDunfSv956u8Hn1RpyzSFWrt6O4H0TkW5xuWR/7dk0EBqrqmYGLyhzJApnXhh9Vdv2OQMte8HzR80Vbq3ecn78GxRT3UDjqiT8CF0g5Ftw3quj5M39sClwgB3DHqOI1XsIH3RzASMqXveglXPWa482Mr9a8tkOPvvrQR/tfV+9gLhvS/rDntSIyA2ftkdOBscBWYKGq9j/QeZVtISlQ1Yv23amqp+2z/QElZq9R1XjgqEq+tjEm4KSujSHpuE/h4zERWVZuamMOD8trjTlC1cJ1SC4ALgauVtWNIhIKHHTQVZ1aqd0Yc5gJNXpMiB8yRWSUqv4BICLH40yxaowxxgREDZz4tVyqmgq8XGI7FzhoU5zfBRJV3Yqz0JIx5gimdatAchXwkYgUrlKWjNNty5iAsLzWGBPAAeqHjbWQGGMqQerUoHZVXQUM8g0GRlX3BjgkY4wxRzCldrWQ+MsKJMaYSqlLLSQi8tA+2wCo6iMBCcgYY8wRr7a3kIjIA6r62IHSWIHEGGOKlVwkJxRnmtR1AYrFGGOMqVVE5DecEaYlDRaRo4H3VPWr/Z1nBRJjTOVUQ5ctETkFeAlnFep3VfWpfY7fClwJFACJwOWquq3MhSpIVZ8vuS0iz7CfVa2NMcaYw0LBW7saSG7fZ1uBT4HHgHcBK5AYY6pY4UrtVXpJcQOvAaOBWGCBiExR1dUlki0BBvvWYvgX8DTwjyoNxBEFtK2G6xpjjDEHVdvGkKhqmWXufXn43yKyq7zzrEBijPGbQnWsQzIE2KiqmwFE5L84CywVFUhU9fcS6ecCZdZo8IeILKe4qdkFNAds/IgxxpgAUby1aK1237oj1wHH+nb9BTwIoKonlneeFUiMMZXjXwtJExFZWGL7bVV92/e8NbCjxLFYYOgBrnUF8IM/QezHuBLPC4B4VfVU0bWNMcaYCqtNLSTAG4CH4rVILvLtu/xAJ1mBxBhTKVpm7NohSVLVwZV9bRG5CBgMjKzstQBUdXtVXMcYY4ypCkqtG0MyWFX7ltj+w9f74IDqznydxpgAEFRcFX4cRBylx2208e0r/coiJwH3ARN8K8EaY4wxdY5X1a/HwYjIKSKyTkQ2isjd+zl+qYgkishS3+PKQwg3X0S6lrhGNyD/YCdZC4kxpnKqfh2SBUAXEemAUxD5J3BBqZcUGQC8BZyiqglVHYAxxhhTI2j1dNk6xAlkAD5X1RsqcOlbgJ9EZAdOA08McMnBTrICiTHGf1L1g9pVtUBEbgB+wpn2931VXSUijwILVXUK8AxQH/jSt3jhdlWdUKWBACLSBDhbVd+q6msbY4wxB1ONXbYOOoGMP1R1lq+FpJtv13pVzTvYebWyQNLi6cmBDuGAxg0KDnQIB1V/+OmBDuGgLjqu6te3qEqzp1bJsIVaTX1dtqr8uqozgBn77HuwxPOTqvxFfUSkIXAGTstMJ+Db6notY2qy7AXPHzxRAA2KiQx0CAe14L5RgQ7hgO4Y1SnQIRxU9qKXAh1CwKn/TSRVMYHM2SJyHLAeuEVVd+wnTRER2bc1ZJCIoKofHui8WlkgMcYcWMMmDQIdQq0kIlOBHsD3wIOqOj/AIRljjKmhwhs2DHQIB1PZCWSmAp+paq6IXAN8CJxwkHMGlXheD6dL2BLfueWyAokxpnKqYaX2AOoObAPWAhsDHIsxxhhTXV22DjqBjKruKbH5Ls4ixAekqjeV3BaRKOCbg51XKwsk6zdtC3QIZXTt1L7o+UtTa+b8bDePL/7hmP2/mtntLfzEiUXPP/yj5r2Pl4wqfg+f+cYbwEjKd8dZh3fyvOroshUoqtpFRAbjdNdaICLrcAb0HbBmx5i6aEtSTqBDKKNDk7Ci5ye+MieAkZTvfzcOL3re8dYZB0gZGJufH1v0/LFfama9ywOjOxc9H/J/fwQukAOYf++ow/I61TiG5FAmkGmpqoWrq08A1lT0RVQ1TURcIuI+0LpetbJAYoypKcTfdUhqLFVdCCwEbheRo3Fu0lYgMcYYExBaDSu1H+IEMjeJyASchYKTgUv9fK3jD5bGCiTGmEqpSy0kIhICnAKkqepMVf0b+DvAYRljjDlSafUtjHgIE8jcA9xTPa9emhVIjDH+E+raGJLvcBZwihaR34AXgUmqemYggzLGGHPkqo51SGoaK5AYYypBUOpOCwnQXlV7iUgoME9VHxaRNoEOyhhjzJHJGUNS80skItL+QMdV9YADwK1AYozxm1L1CyMG2DoR6a6qa0UEEQkDwg56ljHGGFNNqqvLVhWbitNvIghnUcTtvv3tgHU4U+qXywokxphKqUtjSICGwBIRmQu0x5mFxFblMsYYEzC1oIEEVe0LICIfAZeq6jzf9jDghoOdbwUSY0yl1LFZth4u8TwH2KCqKQGKxRhjzBFOVWtFl60SBhcWRgBUda6IvH+wk6xAYowxPqo6K9AxGGOMMbXYKhF5B/jUt30RsPJgJ1mBxBhTCVKnumyJyGbYb5OPAqKqHQ5zSMYYY45wtauBhInAtTjdtAT4C3j9YCdZgcQYUyl1bFD74EAHYIwxxpTkDXQAFaCqOThT5r9YkfOsQGKM8ZtSt8aQqGqyiAQBzSlxfzzYdIXGGGNMdagt0/4WKq+nwcF6GFiBxBjjP6lzXbZuAB4EEgFP4W6gT8CCMsYYc0SrReURKN3ToB7wD6DJwU6yAokxplLqUgsJ8G+gm82sZYwxpqaoJeuQAE5PgxKbycCzIrLwYOfVqQLJrJl/8MTjj+L1eDj3vH9w9bXXlTqel5vLnXfcyqqVK2kY3ZAXXnqVNm3aArB27Roeuv9e9u7di8vl4qtvvyc/v4ALzz+36Pzdu3cz4fQzuO/+h/yKT1X55p2bWbPwB4JDI7jg35No22ngPjFm8cF/ziNp1yZcLje9hoxj/CVPAbBp5Sy+ffcWdm5dzsV3fEb/Y84pdW5OVjpPXt+LPkNP55xrX/UrRlejVgR3HQwieHZupGDbqlLHg9r2wN26M3gVzc8hf80cNCcTAAmNILjHcCSsHqDkLf0NzcnEFd2C4M4Dndp0TwH5q/9GszP8ik9V+eSVm1k+7wdCwiK48q5JxHQdWCbdV+/ex98/TyYzI4W3fih+rT9//IAv3ryThk1aA3DSmdcz8rQri45nZ6Zz76W9GDjidCbe7N97qKpMef/frF38A8EhEZx34/u06Vj2c/742fPYs3szLpebHoPHMXbikwDM+elN5vz4BuJyExpWn7OvfZPmbXuyfcN8vn7z2sIXYfQ/HqT30DP9irEq1aUWEiAWyAp0EMbUVDP/9zOP3nc7Xo+H8y66lH/dfEep44/dfwdz/3Imq8vOzmJPUiLLNu0GIC52O/fcch274mIREd7/7DvatGvPv6+9lBVLFxMcHEzfAYN54rlXCQ4O9jvGo9o15PrjYnCJMGN1PP9dtLPU8XG9m3N6nxZ4VcnO9/DCb5vZlpLNoLZRXHl0O4JcLgq8Xt6avY2lsekABLmEG0d2oH/rSLzA+3O28+em5P28+sEd170JD57RE5dL+GLuDt78bXOp41eM7MB5Q9vg8SrJe/O48/Pl7EzJAWDS1UcxoH1DFm5O4cr3in/jfX7DMOqFOj/pGtcPYdn2VK6dtNiv+AA6NY5gTLcmiMCSuHT+3pq633Tdm9Xj3H4teXfeDnal5+ISGNezGS0bhOISYfmuDGZvTcHtEi4Z3Jogl+ASWBOfyczN/r1/hYZ1bMRtozvjEuH7Zbv4aM72UscvGNKGCf1b4vEqqVn5PDZtLbvTcwG48fiOHNO5MSIwf0sKz/2yEYA3LuxPk/oh5BY4ozZu/GwZKVn5lYqzslSd3xW1iYi0AIb4NhcAT4uIS1XLHQ5TpQUSETkduExVz/Bt3wNcoaqdfdvjgatUdUKJc6YAHVW1d2Ve2+Px8OjDDzLpw49p3qIF55w1gRNOHE3nLl2K0nz55RdERkXxy28zmT5tCs8+/RQvvvwaBQUF3HHbLTzz7PN079GTlJQUgoKCCQ0N4/upPxSdf9bp4zj55FP8jnHNoh9I3LmR+95az7Z18/jyjeu49dm5ZdIdf8ZtdOl7PAX5ebz+wEmsXvQDPQedSsOm7bjg5kn89t1z+73+jE8eoFOv4/yOD4TgbkPIW/IrmptF6FGn4kmKRTPTilJ49yZTMH8GeD24W3clqPNA8lf+CUBwr2Mo2LoSb/IucAcVtTEGdx9K3rLf0ax055yYPuSv+duvCJfP+4H4uI385+P1bFozj49euI4H3yj7HvY/ejwnnXkDd13UtcyxIcefV25h45v3H6Bb38q8h7B28Q8k7drAna+uY/uGeXz79vXc+NScMumOm3Abnfs4n/Pbj4xm7eIf6D7wVAYcewHDxzgFj1ULpjD1g9u48oEfaNGuNzc9PR+3O4j0lF28cOsAegwej9sd2HqFOtZCshn4Q0Sm4axDAoCq7v8fnTEBEKi81uPx8NDd/+ajL6fTolVrzjh5BCedMo4u3YoXYH7g8WeKnn/4zuusWrGsaPv266/kulvu4thRJ5Lpq/wDOP3sf/LCG5MAuPmaS/j840lcdNnVfsXoErhpVAfu/G41iXvzeP0ffZizOYVtKdlFaX5bl8S0lfEADO8QzbXHxnDPlDWkZedz/7S17MnMJ6ZROP85vSf/mLQIgAuPak1qdj6XfLwUARqE+XffdQk8clYvLn5zPrvTcvjulmP4dVUCG+P3FqVZFZfG6S9sIyffy4VHt+Pucd25afJSAN75fTNhwW4uGN6u1HX/8WpxPvj6pQP5xff3+UOAU7o35ZPFcaTnFHDl0LasT8wkKbP0D/MQtzCkXUNiU4tulfRsXp8gl/DW3B0EuYR/Hd2OlbszSMspYPKiOPI9ikvg0qPasHFPJnFpuX7F6BK4c0wXbvhsGQnpuXx42SD+3JDElqTi+qR18Xu55P1F5BZ4OXtgK248oRP3fbeaPq0j6dsmigveXQDAOxMHMLBdQxZvTwXgwe/XsGa3f5Wm1aU2tZCIyD+Ap4BZOENgXgHuOlBhBKCqqzb/BoaV2B4OpItIM9/20b40AIjIWcBeqsDyZUtp3749bdu1IyQkhNNOG8//fv25VJrffv2ZM888G4Axp4xlzpy/UVVm//Un3bp1p3uPngBER0fjdrtLnbtly2b27NnD4KOG4K8V877nqOMnIiLEdB9GdmYqacm7SqUJCY2gS9/jAQgKDqFNpwGkJcUC0Lh5DK069EX2UyO9Y+MiMlIT6DZgtN/xuSIbo9kZaM5eUC+e+G24m7QtlcabEg9ep2u9Ny0RCY0AQOpFgbicwgiAp6AoHaoQFOKkCwpB8/yvgF4y+3uOOdl5Dzv3HEZWZiqpe3aVSde55zAaNm5ZoWtvXbeItJQEeh3l/3sIsHrBFAaOdGJs39X5nNNTyn7OnfsUf86tOwwgbY/zOYdFRBaly8vJRHyzWIWERhQVPgrycor2B5L6pv2t6KMG2wr8ALhx+r4WPoypSQKS1y5bvID2MZ1oF9OBkJAQxp1xLr/8MK3c9FO//YLxZ50HwIZ1aygoKODYUScCUK9+fcIjnPzj+NGnICKICP0GDmb3zji/Y+zevD5xqTnsSs+lwKv8vj6JoztGl0qTle8peh4W5ML5zQQbk7LY4/vRvTU5m5AgF8Eu5z57So9mfLbQiUuB9JwCv+Lr164h25Ky2JGcTb5HmbZkF6N7Ny+VZu7GZHLynd9uS7al0qJhWNGxvzfsITO3/NeuHxrE8M6N+WWF/wWSVlFhpGTlk5pdgFdh1e69dGtav0y6UZ0a8/fWFApK/FpWINjtQgSC3YLHq0WtDfkeJ51LnFaSylT692oVSWxKNjtTcyjwKj+vTuC4LqWHKSzallr02ivi0mnWILToWEiQi2C38whyu0jOzPM/mMPAq/49AuQ+YJCqXqKqlwIDgHsPdpLfVasiEgP8CCwCBgKrgItxboqdVXUj0Br4Gufm+J3v//f7zq8P3ApcDXzhbxyF4uPjadGyVdF28xYtWb5saZk0LX1pgoKCaFC/ASkpKWzZshkR4YpLJ5KcnMzYceO56uprS507fdpUxp42rlI/AtP27CS6afEP/IaN25C2J46oRvv/4Zy1N5VV86dx3PibD3hdr9fLd+/fzsRbJ7Nu2a9+x0dYRFH3KwDNzcQVWf44pKBWnfHucZrCJTwSCvII6TMSCa+PJ3kXBRuXAEr+2rmE9j8BPAWoJ5/cBT/6HWJK0k4aNSt+D6ObtCElKa5ChY+Fs75h3fI/adGmK+df/zyNm7XF6/Xy2Ru3c819k1m1qBLvIZCWHEfDJmU/58jo/ceYnZnKmoXTGHHaTUX7/v7hdWZNfQFPQR5XP1wcz/b18/jytStJSdrGP2/6MOCtI1C3WkhU9VEAEWkAeFU18yCnGFOtalJeu3vXTlq2blO03bJVa5Yumr/ftHE7trFj2zaOPnYUAFs2bSAyqiHXXvoPYrdt45iRx3PnA4+XqvzLz8/nuy8+44EnntnvNQ9Fk3ohJO4trnVP3JtHjxYNyqQ7vU9zzhnQiiCXcPu3q8scP65TIzYk7iXfq9QLcWK8bFhb+rWOZGdaLq/M3EJKdsW78rSICmNXiRaFXanZ9G/fsNz05w1tw8w1iYd8/dF9mvP3hiT2HqDQcjCRoW7Sc4v/tvTcAlpHhpZK06JBKJFhQWxMymJ4++IC35r4vXRrWo9bjutAsFv4eV0SOb5CgQBXDmtLo/BgFu5IY2e6f60jAE0bhBJf4vyEjFx6tYosN/2Efi2Z4+sitiIunUXbUplx09EI8OWiOLbuKa4ofWBcN7wKv61N5P3ZgZ9gUal9XbaAtBLPUw/lhMpWVXYDXlfVHkA6cB0wGzhaRLoBG4C5vu0goB9OXzKAx4DnqAH9tT0eD4sWLeCZ51/i08+/4teff2LO37NLpZkxbSqnjZ9QzhWqI6YCPnr2Ao4ddyNNWnQ8YNr/b++u46Sq/gaOf87MbPeyvUsv3bB0SEqDpMkjoqI/C1tRsTuxERWwFRWlQUqkuzuW2O7OmTnPH3fYYHuWZXbhvH3dFzfOvfPdu+u9c3rLii+0Jl0+IeWmu5L0AY3Rudcr7GOiE+g8/cg/tYfcXSvQObmiD2wKaP1OcvevJ2fLIkxRZ7Br1uWqxXm5Tj1H8/4v4bz+7QHadBnMN29PBWD94i/o0H043r5X7x6C9nv++aPb6D3yYeoV+T33Gv4Az35xihFT3mL9n28U7G/QvDtPfHyIh9/ZwYZF75Cfl1PaZRUrCSEaCSE2A8eBeCHEWiFE+f8DKkrNq3Pv2qV//c7w0TcVZDiMRiO7tm/huZff5u81m7lwLpw/fvmh2DkvPj2Drj17061nnxqPb/GhWKZ8v4+vt17gjq7BxY419Hbi3t4N+cjSt0OvE/i5OXAkOp37fzvE0Zh07uvTsMZjHNsliHb1Pfh6Q3ilzxndKZCl+0q2GrjShjT3Yc3JhBL7g9wdMUuY/V84n246T8+Gnng6aQVnEvh6+0VmbzpHkIcDvi72NR4nwLA2/rQKdOOH7VofkxAvJxr5ODPq022M/HQbYQ096VjfA4AXFx/ltm92M/2HfXSs78GIy2qvlEpZDqwSQkwTQkwD1gArKjqpusWrF6WUl765/wg8YgmkF1qTh23ATrRhNDsBx6WUOUKIjkBTKeVjltKfMgkhpqOV7NCgQYMy0/n7+xMTXdhxLTYmGn9//xJpoqOjCAgMxGg0kp6RjpeXFwEBAXTt2g1vb28A+vUfwJEjh+nZqzcAx48dxWQy0bZt1Uf+3LT8c7b98w0ADZqFkRx/seBYSmIEHvWCSz3vt8+m4xsUSv+xj1b4GedObOfMkU1sXvkledkZGI15ODi5FnSGr7ScLEuHdI1wcEHmZpdIpvMKwNCoHbl7/gFLk0CZk4U5PVlr7gWY4i+i8/DFlOCAcPVCpmkPLlPsOew7DapSWGv/+pyNy7V72LhlGElxhfcwOSECL5/S72FpXD3qFazfMPIeFs59BoDTR7Zz8tAm1i3+ktwi93Dy9Mrdw60rv2DHWi3G+qFhpCRU7vf855z78AlsRt9RpdeCdeh9C3/NfbDEfv+QVtg7uhJz4TD1Q207l981NjHil8BsKeUfQoi9wH3A58Bw24alXOdqxbs2IDCI6MiIgu3oqEj8A0t/ti376w9eeeejgu3AoGBat21Pg0baVAQ3jhjDvt2FtSsfv/cGSYnxfPnBb+WFWaGEzDx8XQtL831d7UnIKLskfsPJBGb0bwycAbQalldHtODtNaeJtpTAp+UYyc43FXRi33g6keGt/cq6ZLliUnMILNIEK9DTidhS+lH0blaPBweHcuvn28kzVW5aPC8XOzo08KxWZ3aAtFwT7g6Fgwq4OxhIzy1s5uZg0OHnas//hWm/e1d7PTd3DOS3/dG0DXTlTGIWZqk1jbuYkkOQuyMp2YUtBnONZs4lZ9PUx5l4K5tKxafn4l+k1sbPzYH49JL3sWsjL+7q3YD7f9xf0GSsf3MfDkemkW1purf1bBLtgt3ZfzGV+Awtnqw8E6uPxNE6yJ0V1eiPc6XUsYkRZwohRgH9Lbs+llIuqei86taQXF6HJLGU2liWbVLKdMDREtilNq09gTAhxDm0KeWbCyH+LfUDpJwrpQyTUob5+vqWGUi79h04d/4cFy9eJC8vj+XLlzJwUPG+AAMHDeGvv/4EYPWqFfTo0QshBH363sDJEyfIzs7WSnF27iA0tLAz/LKlSxg5anSlbsjl+o58kKc/3sfTH++jXfeb2LXhB6SUnDu+HSdnj1Kbay3/8QVystIYd8/sSn3GlCd+5OV553npm3DGTHuPrgOmVD0zApjTExHObghHVxA69P4NMRX5Yg0gXL2wa9mDvAMbIL+wdF6mJSIMdmCnPSB0XgGYM1PAmIcw2CGctCpznXdQsU7ylTF43IO89s0+XvtmH51738SWf7R7eProdpxcPKrUXKtof5N9W5cQ2EDrjHn/Cz/y4W/n+eDXcG7+33v0vnFKpTMjoNVoPPbBXh77YC9tuo1l70YtxvMntd9zac21Vv08i5zMVEbf9VGx/fFRpwrWj+9ZTr1A7W8xKTYck0mrhk+OO09c5HG8/RpVOsaaIqWo8lKLBUop/7CsCynlGSoxfrqi1LBa8a5t3ymMc+GnuXj+HHl5eSz7+3cGDxtZIt2ZUydITU2mc9cexc5NS0slMUFrfrR107+EtmgJwG8/zGfThjV8/NX3BR3drXU8NoNgT0cC3B0w6AQDmvuwNbz4KN7BHoUZgh6NvIi0NKFysdfz5piWfL3tAkeii3dq3h6eTIcQrUlQ5xAPzieVLKyrjIMXU2nk60KItxN2esGoToGsvewLb+tgd16f1Jbp3+4mMaPyX9iHtw9k/dE48ozV+/oalZaDt7Mdno4GdALaBLhyMr6w9Wqu0cwHG8P5dPN5Pt18nojUXH7bH010Wi5pOUYaeTkBYKcTBHs4kpCZh7OdDgeD9rs16ARNvJ1JrEa/jaNR6dT3ciLIwxGDTnBjaz82nSpeY9Pc35WZw5vz5O+Hi42UFZOWQ+cGnuiFQK8TdG7gSXhCFnoh8HDSMmJ6naBPs3qcja8drXallFYtNox3mZTySctSYWYEql9D0kAI0VNKuQ24De2BdwwIAvqgVSsD7AfuB562BPolWknkpfaxy6SU/asTiMFg4MWXXuWeu/4Pk8nEhEmTada8OR/P/pC2bdsxaPAQJk6ezFNPPM6QgTfg4enJR7M/BcDDw4Op0+5h4rgxCCHo138A/QcMLLj2ypXLmfvN/OqEB0DrsBEc27OC1+9rhr2DM7c+Mq/g2LszOvH0x/tISYhgzcI38QtpyfuPaU2b+o58kJ433sOFU7v49s3xZGckc2TXUlb9/DLPfn642nEVkJL8EzstNRgCU/RpZGYqhiYdMKclYk6IwK5ZF4TBgH07bSQqmZNJ3sF/AUn+6b04dBoCAsxpSZgiT4OU5B3fjn37G0BKpDGP/KMlR5yqrA49RnBwxwqevqMZDg7O3P1M4T2cdU8nXvtmHwC/zXma7et+IS83i8cm1affyLsZN/Vl1iz6hH1blqLXG3Bx9+aeZ6v/e71cy84jOL53Je882Bx7B2cmPfhtwbGPnujMYx/sJSUxgvV/volfcEs+fkqr4eg1/AG6D76HrSs/5/TBdegMdji5eHHzQ1qM4cc28+9f76Iz2CGEjnH3foZLOX18rg6BvOJjY9hUsWeiEKIbtaBZqXLdqxXvWoPBwMtvfcSdk0djNpuYdOudNG/Zmo/efpV2HTszeNgoQGuuNeqmScX6XOr1ema+/BZ3TBiBlJJ27Ttxy5RpALzw1MME12/AhOFaaENHjeWRJyvsA1sqs4RPN4bzzphW6HSClUfjOJ+UzdTu9TkRl8G28GRuah9A5/oeGM2SjFwj76zVhny9qX0AQR6OTOkawpSuWvPdZxYfJSXbyNyt55k5pBkP9tWTkm3kPcs5VWUyS15edITvpndDp4Pfd0ZwKjaDR4c149DFVNYdiWPm6Ja4OBj47E5tuPio5Gymz9NG+/rtoR408XPBxcHAlhcH8Oxvh9h0QvsiPqpTIHPWn7EqrqKkhFUn4rmtcxBCCA5EpRGfmccNTb2JTsvhZHzZj8RdF1MZ08af+3vWB7Rz4zLy8HO1Z2wbf4QAIeBobAanEqx/tJqk5L1/TvHJLe3R6QRLD0RzNiGL6f0acSw6nU2nEnlkYFOc7PW8Nb4NoNVOPfnHYdYfjyeskRc/3xuGBLafSWLz6UQc7XR8ckt7DHqBXgh2nkvm7/1R5QdyNci6MTGiECKNwhnaXSis2NEBmVLKkp25ip5vbQ6qSEe73UAX4CgwRUqZJYRYDnhIKftY0k4F5gNBUsroUq6zrDJDEYaFhcndu3dz8oztOxldrnnTwvakHy+tnX85M0YXvhyy1/1QTkrbcRo0pWD9u39r3328s3/hPXxvUe2sRH1qvI6Q0DAiTu+u8aqItu3ay0V/lz3KTllahDbcI6W0bVuzUgghXgCWSCkPCiEOA7HA/6SUJ20cmnKdsuW7Njyh9vVRa+xTWLsx6FPrC7dq0rqHexasN3m8wqbzV93ZD0cUrL+2xrqMVU2bNSS0YL3bm//aLpBy7HyuPy7BLciMPFGj71rfpm3k+HesG49i7qS2V/1dK4R4H60J6aXWBpOBblLKx8s7r7o1JEYp5R2X75RSjrxsewGwoLQLSCnPAdWag0RRFNu5xkbZer3IunouKbWFetcqynWsLtSQFDFUSvlkke1fLYV95bqm2looinL1SUSVl9pKCPHnpVG1hBBfCiEOCiEm2TouRVEU5fpVx/qQxAohXhBCNLYss4AKh36zOkMipTynShAV5XpX9cxIbc6QAM2klGeFEF2BpsBQtJGLFMUm1LtWURQprVts5GbAF63J1p+W9VsqOsn2s6opilKn1fJRs6w1ClgopYwWQlg/w5iiKIqiVIOUYK6h3IUQYhjwMdrw4d9IKUsdXlQIMQEtg9FVSrm7vGtKKROBGVWdYFhlSBRFsZrk2upDAqwVQuwA/IAuQgh3is84qyiKoihXVU1kR4QQerR5toYAEcAuIcQSKeXRy9K5ATOAHZW8bkPgJ6Ax4CWE2ApMl1KeLe881YdEURTFwjIKyL1AZyllkpQyrbpDkiuKoihKLdQNOC2lPCulzAN+BcaWku414B2gssPuzUGbYDgYOE7hBMPlUhkSRVGq5RrrQ4KU8qCUMrnilIqiKIpS82qoU3swUHT26wjLvgJCiM5AfSnl8iqEa9UEw6rJlqIo1VLbMxiKoiiKUldJtAk/reQjhCja52OulHJuZU4UQuiAD4GpVfxMqyYYVhkSRVGqQVyrndoVRVEUpVaoxhC+CeVMjBgJ1C+yHWLZd4kb2txF/wohAAKAJUKIMRV0bP9VCNFeSnkQsAPeQmsKXS6VIVEUxWoSMF/jNSRCiMVSytLa1SqKoihKjauhQbZ2Ac2EEI3RMiK3ALcVfqZMpUhTKyHEv8CTlRhly6oJhlWGRFGUarmWmmwJIdIAgZbXuvSvsxAiBfhaSvmUDcNTFEVRrjc1NMmhlNIohHgIWI027O88KeURIcSrwG4p5RJrriuEmAclvxhIKe8q7zyVIVEUxXry2pqHRErpfvk+IcReoAtwEFAZEkVRFOWqqWYfkvKvLeUKYMVl+0qdDLgKI04uK7LuAkyieFOwUqkMiaIo1VITNSQVTdYkhHAAvkfLKCQCN0spz13xQDRvSSmlEGJFxUkVRVEU5cqqiRqSmiKlXHTZrh+EENsqOk8N+6soSjVondqrupR7xcLJmoYDrYFbhRCtL0t2N5AspQwFPkIbI736P40QDYQQfwsh4oQQ8UKIJcBOACnlM1fiMxRFURSlKqSVSy0SZXm3l0nVkCiKYrUamqm9YLImACHEpcmais4eOxZ42bL+B/CZEELI6hcjzbcsEyzbtwLzgEHVvK6iKIqiWMVch2pIhBDNgNFoo3Rd0gt4QQjxr5RyY2nn1ckMSfOmDW0dQrlmjK79beqdBk2xdQgVurN/7b6PT41XFYzVUN7Y6KVN1tT9svML0lg65qUC9YCEasZVT0r5Y5HtH4UQT1bzmopSJzX2cbR1COVa93BPW4dQobMfjrB1COWaNSTU1iFUaOdz/W0dglI1fwB/AWlF9hmBDCCvrJPqZIZEUZTypadkX7XPsrJTe3ljo9tSvBBiKnApUzIFiLddOIqiKEptlZ2SWuOfIWWNDftbU0xSypeL7hBC3CGl/KC8k1QRr6Io1WK2YqlARZM1FUsjhDAAHmid26vrLrSq5ijLMsayT1EURVFsQlqG/q3qYiMPl7LvkYpOqpM1JHFHdto6hBL82nQrWD9++mI5KW2nZWjhd7xDp2JsGEnZ2jULKFh/+qurV8pfWe/e51SwPvyugzaMpGwr57e/qp9XA8P+ljtZk8US4E5gGzARWH8F+o8gpYygsP+IolzX3l5/xtYhlPDswKYF69GpZbb+sKlAD/uC9RyjDQMpg2ORb37e//ez7QIpR9L3hY98p+61c7T17B3vXbXPqgs1JEKIT6SUj0gptxTZ1wttEJoBQJPyzq+TGRJFUWoHibjindorOVnTt2hDCZ4GktAyLdVm7YROiqIoilITtHlI6kCOBIYJISYCm4Db0Zo8n0MbKGZ6RSerDImiKNVSExMjVjRZk5QyB22ypSvNqgmdFEVRFKWm1I38CCOAWcB3QApwW1kjapVGZUgURamWmpgY0VbKmNBpu02CURRFURTb9gepNCnlaeBOIcTDaK0W3hFCmNFqSH6VUqaXd77q1K4oivUkmK1Y6pjNFU3opCiKoig1xZr3rK3etVLKNCnlXCllD+AeoDlwoKLzVIZEURSrXZoYsapLXSKlfFJKabJ1HIqiKMr1R3vPWvefrUkpj0opnwKaVZRWNdlSFKVaaqIPiaIoiqIomjrQYqtclSnUUzUkiqIoiqIoiqLYjKohURSlWup6yQ2AEOLO8o5LKb+7WrEoiqIoSlF1oVN7eYQQ7lLKtPLSqAyJoijVIDDXsT4hZehi+TcE6AasQZuPZAjaRI0qQ6IoiqLYRB0cDAYhhAswBpgMdAIalZdeZUgURbGa5NroQyKlfARACLEeaCulTLFsewJ/2S4yRVEU5XomZd2qIRFCTABuBsKAVcDsysxHojIkiqJUSx16TlZGMJBbZDsHCLJRLIqiKIpS196zC4GfgC5SyuTKnqQyJIqiVEtdG8a3Aj8A24UQf1u2x6M9WBVFURTFJsx1K0dyA9rEiPuEEHuBX4FlUsqs8k5SGRJFUaxXNyc6LJOU8nUhxAqgN1ofkjullHttHJaiKIpyHatL+REp5Wa0CYUfBgaiNd96H2hQ3nnX1LC/9q4eeIe2wzu0Pc4+gSWO2zm74dWkDb6tu+Lg7lXiuNDpqNe8I64BDQu2vZq0KVh8WnTCNaDc+1muTf/9y/Ab+zN0UF++/urzEsfzcnN5bMYDDB3Ul5snjCEy4iIAkREX6di2GeNGD2Pc6GG8PGtm4Tl5ebz4wjMMG3IDI4YO4J9VK6yOD2Dzf+sZPbQPIwf35NuvPi0ZY14uT824j5GDe3LbxBEFMR46sI9JYwYzacxgJo4exLp/CuNIS0vl8YfvYczQPowd1pcD+3ZXK0YpJet+e4KvZ7Vl/mvdiL2wr9R0v38yhgWvdWfeK13456eHMZu1YbCzM5NYOHsUX89qx8LZo8jJLF6jGH1uN+8/4MaJPdZ1HZBScnTH2/z35yg2L55IauKxctPvWfcIm/8eX7C9/9+n2LJ4MlsWT+bf34ezZfHkgmNnDn7Lf3+O4r9FY4iP3GJVfFfSpT4kVV1qKyFEQyARWAIsBhIt+xRFARp7O3Fv9/rc16MBPRp6lpmuha8Lzw5sSoCbAwA6ASNa+TKtWwjTuobQwNOxIO3kDoFM6xrC3d3qM7SFT7XrXDesXU2fsLb06tSKTz96r8Txl2Y+yeA+XRncpyt9urShZQO/gmOvv/QcA3p2YkDPTixe9HuJc194+jFCg72rGSH8s3oV7du0oE3LUN579+0Sxy9cuMDQwQPoEdaJrp3as2pl4Tv10MGD3NCnJ507tCGsYztycnIA+O3XXwjr2I6undozZuQwEhISrI5vULtAdrwzit3vjWbGqNYljvds4cuGV4cRN/8WxnStX+K4m6OBw7Nv4p0pYQX7xnVvwKbXh7P1zRG8NLmj1bFdMqRHCw4sfIrDfzzDk/83oMRxezs9P7x+O4f/eIb/vn2YBoHa976B3Zqx5bsZ7PrpcbZ8N4MbujQtOOfl+4dxasnzxG94vdrxXSkSiZTWLbYghDAIIYTUrJNSTgcaV3TeFa0hEUKMBe6SUt5k2Z4J3C2lDLVsjwbulVKOEUL8CwQC2ZbTb5RSxlXn890CG5J87gRmYx5eTdqQm56MKTen4LgpP5e0yLOlZlYAXPxCyM9ML9iWZjPJZ48UbHs1aUNuWqWbwxVjMpl47eUX+HbBT/gHBDJ5wmgGDBxCaLPmBWn++OM3PNw9WL1uE8uXLeH9997io4+/AKB+g4b8tXRViet+9eWneHv7sGrNRsxmM6kpKVbFdynGN195jrnzf8M/IJBbJwyn/6AbaRraoiDNot9/wd3Dg+Vrt7Fy2d/Mfu913vv4K0Kbt+CXRaswGAzEx8Uyccwgbhh4IwaDgXden0XvvgP48NNvyM/LIzsnu5woKhZ+eDXJcae559VDRIfvYs3PM7jj2f9KpBtz7484OLkjpWTx3Ns4sWcRrbpOYseqD2jYsj/dhz3JjlXvs2P1B9wwXnv4mM0m/vtrFo1aDbI6voTIzWSlXaDv+KWkxh/i6LbX6Tmq9FY/MefXYjA4F9vXsX/hC/T4rvcx2LkCkJFyhpjwVfS5aRE5WXHs+uc++o1bgtDprY71SqhLJTeVsBStZkQCLmijgpwCWtowJkUpxlbvWgHc2MKXX/dFkZ5rZGpYCKfiM0nMyi+Wzl4vCKvvQWRq4fu3Y5A7APN2RuBsp2dyh0AW7I4A4O/DMeSZtAfJuLb+tPRz5VhchjUhYjKZeO7JGfz69woCg0IYMaAXQ4ePonnLVgVpXnnr/YL1b7/6nMMHDwCwdvUKDh3Yx5pNu8jLzWXCqCEMHDwUN3ct9gP79lTrHVs0xkcfeZDlK9cQHBJCnx5dGTVqDK1aF37xf+fN15kwcTLT7/8fx44e5aYxIzhx+hxGo5Fpd97Btwt+oH2HDiQmJmJnZ4fRaOSpx2ew9+BRfHx8eO7Zp5nzxWe88OLLVY5PJwTv/l8Y499dT1RSNuteGcqqvRGciCoctTUiMYsHv97OQ8NblXqN5yZ0YOuJwj8zL1d7XrmlEwNeXEViei6fT+9Bv9b+/Hc0tsrxAeh0gtlPjWPkw3OJjEtl84JHWLbpCMfDCz9z6phuJKdn03biO0wa0oE3HhzBlBd+IjElk4lPzCc6IY3WTfxZ+vG9NB2tfQdYsfkoc37fwqE/nrEqrhoh69x7dgNwhxDiArAc6AC8A3xS3klXuoZkK9CjyHZPIE0Ican4oZclzSW3Syk7WpZqZUYMTq4Y83Ix5+eClOSmJuLgVrwWxJyfhyk3u9TfrMHRGZ3BjrzM1FKvr7d3RGcwkJ+VXurxihw8uJ8GDRtRv0FD7O3tGTFyNOvX/VMszfq1/zB2/EQAhg4bwfZtWyrM4S76YyHT738QAJ1Oh5e39SU3hw/uo0HDRoQ0aIidvT3DRo5lw9rVxdL8u24VY8ZpJfZDho1ix7ZNSClxcnLGYNDyt7m5uQihlXGlp6exZ/d2xk+6DQA7e3vc3T2sjhHg1MFltOlxO0IIgpp0Iyc7lYzU6BLpHJy0l4jZbMRszCuI6fTBZbTpeTsAbXrezqkDSwvO2bvhS5p1Gouzm1+J61VW7IUNBDUdjRACT7/25Oelk5MVXyKdMT+Lc0d+oGmHe0u9jpSSmPB/CGwy3HLdfwloPAyd3h5ntxCc3eqTknDY6jivFLNl6N+qLLWVlLK9lLKd5d+maM+zHbaOS1EuY5N3baC7A8lZ+aTmGDFLOBqXQTNflxLp+jbxZvv5FExF2nPWc7HnfLKWJ8rKN5FjNBFoqT25lBnRCdDrBBLrv33t27OLRk2a0rBRE+zt7Rk7YTKrVywtM/3ffy7kponaO+3kiWP06NUXg8GAs4sLrdq0Y4PlPW0ymXht1kxeePVNq2O7ZNfOnTRtGkrjJlqMk26+hWVLFxdLI4QgLV3LAKSmphIYqI2tsXbNP7Rt1572HToAUK9ePfR6fUGJeGZmJlJK0tPSCs6pqi5N6xEel8H5+EzyTWYWbT/P8M4hxdJcTMjk6MWUUvs2dGjkha+HIxsOFb6XG/m6ciYmncR0bcyQjYdjGF1KzUpldW3dgDMRCZyLSiLfaOL3NfsZ1a9NsTSj+rXhp+V7AFi0/hD9uzYD4MDJKKITtHt79Gwsjg522NtpBXs7D18gJtG673k1qS7VkADuUsrzQD8gE61g776KTrI6QyKEaCSEOC6E+EkIcUwI8Yflg9OEEKGWZMHAn2gPRyz/1kg7E72dnZYZsTDn56Ez2Ff6fNeABmTEXCjzuIOHN7mpSVbHFxcTQ0CRh4N/QCCxscVLBmJjYwgM0NIYDAbcXN1ISdZqZCIjLjJ+zHCm3DaJ3bu070dpaVrm6ZPZ7zN+7Ageffh+EhJKfvGtrNjYGPwDgovFGBcbUzJNYGGMrm7upCRr9+Xggb2MG3EDE0YPYNYr72AwGIi8eAFvr3rMevZRJo8dwkvPPUFWVrn9miqUkRKFm1fhw9HNM5iMlKhS0/7+yRg+f6oh9o5uNO88DoCstDhcPbRaMhf3ALLStPdzenIkp/YvoVO/6dWKLzcrDicX/4JtRxd/crNKfgc4te9zGrf5P3R6xxLHAJJj92LvVA8X94aW68ZW6rrKlSOl3AV0tnUcyvWrNr1r3RwMpOcaC7bTc424ORRvaOHvao+7g4EzicWf83EZuTTzcUEI8HA0EODmgLtj4bmTOwTySJ9G5BrNnIjLtDrGmOgogoILv+gGBgUTHR1ZatqIC+e5eP4cffppzX1at23PhnX/kJWVRWJiAls3/UuUpVny/LlfcOPwkfgHlN7CoiqioiIJCSmMMTg4hMjI4jE+/+LL/PrTjzRtFMK4MSP4cLbWhPrUyZMIIRg9Yig9u3bmg/ffBcDOzo6PP/uSrp3a0aRBEMeOHWXqtLutii/Qy4nIxMLfQVRSFoFezuWcUUgIeO3Wzrz4S/Gud2dj02kW6E59Hxf0OsHILiEEe5fMzFZWkJ87EbEpBduRcakE+xYv7Azy9SAiTktjMplJy8ihnkfxn2PcwHbsPxFJXr7J6liUEoQQwg5tDpK/pZT5QH4F51S7hqQF8IWUshWQBjyA9hDsJYRogdbUYbtl24BWbbOryPnzhRD7hRCzxKXi68sIIaYLIXYLIXbHx1v/Zbs8Tt5+5KWnYDaWfb8c3euRk5pYI59fEV9fP9Zt3M6iJSt59rlZPPX4I2Skp2MymoiJiaZTpy4sWryCjp268O7btmv32L5DZ/5asZFf/ljJt199Sm5uDiaTkWNHDzH5tjtZuHgNTs5OzJtbsm9KTZn0yBIeeOcsRmMuF47/W+K4EEJ7ggLrf3+aG8a9jtDVfNeqtMTjZKVfxL9h2U3DosNXEth4WI3HUl1SVn2pzYQQ44QQH1qW8cCIsp5PinKV1Jl37aBmPqw/XfJdeTA6nfQcrZnX4GY+RKbmFCtdX3ggmk+3nMegEzT0crL686vi70W/M3LMOPR6rXS8/8AhDBoyjDE33sADd0+hS7ce6PV6YqKjWLp4EdPue/CqxAWw8NdfuOPOqZw5F8FfS1Zw911TMJvNGE1Gtm7dzPzvf2Ldxs0s+fsvNqxfR35+Pl9/9SXbd+3j7IUo2rZrz3vvvHXV4r3k7kHNWXMgiqjk4k2zU7PyeWLBLuY92JsVLwzhQkImJrP5qsdXVKvG/rz+4EgeevtPm8ZRGda8ZyvzrhVCDBNCnBBCnBZCPFvK8fuFEIcsz4/NQoiSHYpK+gEIB4YDfwsh3IGjFZ1U3T4kF6WUl0phfgQeQWsv1gvQA9uAncCLaLM0HpdSXmpUeruUMlII4YZWsjMF+P7yD5BSzgXmAoSFhZV5e035+ejsHAq2dXb2mI15lfoh7JxcsXN2w8nbX/syKnRIs4nMOK19q8HBCYTAmGN9yb5fQAAx0YWl+LEx0fj7+xdL4+8fQHRMFAGBgRiNRtIz0vH08kIIgb2D9rO1adue+g0acu7cWdq0bY+TkxNDhmpNeoYOH8kfv/9qdYz+/gHExhSW0sTGROPnH1AyTXQUAQFBGI1GMtLT8PQq3kysSWhznFxcOH3yOP4BQfgHBNK+g1bIPGToKObN/azKse39dw4HN88HILBhF9KTIwqOpadE4upZdtW0wc6R0A6jOH1gGY1aD8LZ3Y+M1GhcPQLJSI3G2c1X+3nP72XpN/8HQHZmIuFHVqPT62nWcUyF8Z0/9isRJxcB4OHThuzMWC41GMzJjMXBuXgTsJT4g6QlHOXf34cjpZG8nCR2rLyb7sO/BbRmZrHn19FrdOHv08HZn+zMwlq10q57tUlqdyf1qhJCvAO0B36z7LoP6CmlfMp2USlK7XjXXl4jcnmNiYNeh4+LPbd10p7HLvZ6JrQP4M+DMcSk57KuSEblji7BJF3W98RklpxKyKSZrwvnkq3raxgQGERU5MWC7eioSAIDg0tNu/jPhbz5/sfF9s148llmPKl9L3vgnv+jSWgzDh/cz7mzZ+jVSfsulp2VRa9Ordi6r/wBS8oSFBRMRERhjJGREQQHF4/xuwXfsniZ1m+0R8+e5OTkkJCQQHBwCH369MPHxweAYcNHsG/fXtzctCbKTZpqHbQnTprM+6V0lq+M6ORsgusV1l4EeTsTnVy57z9dQ33o2cKXuwc1w8XRgL1BT2ZuPq8uPMDq/ZGs3q99x7izf9NiTfqqKioujRB/z4LtYD8PIuOLN7mPik8lxM+TyLhU9Hod7q6OJKZmFaT/7d07ueeVXwmPtE1hc1XURPMrIYQe+BwYAkQAu4QQS6SURTMPP0sp51jSjwE+BMotKZVSvieE+ArIkFJeynXeVlE81S0KvvwOSSylNpZlm5QyHXAE+lOkTauUMtLybzrwM9CtOoEYszMw2Dugs7MHIXDwqEduekqlzk2LPEviqQMknjpARuxFclISCjIjgHatataOtGvXgfPnwom4eIG8vDxWLF/KgEFDiqUZMGgIixf9AcDqVSvo0aMXQgiSEhMxmbTqxIsXznP+fDgh9RsihKD/wMHs3LENgO1btxAa2szqGNu061gQY35eHquWL6b/oKHF0vQfOJQlfy0EYM2qZXTr2QchBBEXL2A0ai+mqMiLnDt7mqDg+vj4+uEfEET42dMA7Ni2mSahzamqzv3vZ+oLO5j6wg5CO47myPafkFISdXYnDo7uBU2wLsnLySjoV2I2GTl7aBXeAdrnhrYfyZFtWifzI9t+IrT9KACmv3GM+948zn1vHqd5p3EMvmV2pTIjAA1b3ULvsQvpPXYhfg0GEHVmKVJKUuIOYmfviqOzb7H0DVpOZsDNa+k/aSXdhy/Axb1hQWYEIDFqBy4ejXEs0kTLr/4NxISvwmzKIys9gqy0C3j6tK3inbzCLMP+VnWpxUYAI6WUCyzLUCp4+CrKVVAr3rXR6bl4O9vh4WhAJ6C1nyunEwqb9uSazHyy+RxfbrvAl9suEJWWW5AZMegEdjqt8KKRlxNSShKz8rHTC1zstRoKIaBpPRcSMytXmFiajp3DCD9zmgvnwsnLy2Pxnwu5cfioEulOnTxOakoKYd0Ku+KYTCaSkrR3/dHDhzh25BA3DBzC4KEjOHDyAjsPnWTnoZM4OTtbnRkBCOvaldOnT3EuXIvx999+ZeSo4u+a+vUb8O/6dQAcP3aMnJwcfH19GXLjUI4cPkRWVhZGo5FN/22kVavWBAUHc/zYUS7Vbq1bu4YWLUvvcF6RvWcTaeLvRgMfF+z0Osb3aMiqfaU3e7vcfXO20v6xxXR8Ygkv/rKPXzeH8+pCbdAAH0ufIQ9nO6YNas4PG89YFR/A7mMXCa3vQ8NAL+wMeiYN6cjy/4oXwi/fdJTbR3YBYPzAdmzcrX0P8XB1ZNGH05j1+Qq2HTxndQxXizaaZY30IekGnJZSnpVS5qHNFzK22GdLmVZk04WSz6IShBBdpJRpRTIjlVLdGpIGQoieUsptaLmfzcAxtJmN+6BVKwPsB+4HnrYEawA8pZQJlnZmo4C11YyF9OjzeDZsiRCQnRyPKTcbF99g8nMyyUtPweDogkeDZuj0ehzcvHDxDSbpTMWdgh09vEk5f7JasRkMBl546TXumTYFs8nE+Ik306xZCz6Z/QFt27Vj4KAbmTjpZp558lGGDuqLh6cnH3yk1STs3rWDTz7+ADuDHUKn4+VX3sTT0xOAJ56ayTNPPspbb7yCt7c3b7z9QbVifO7FN/nf3bdiMpm4aeIthDZrwecfv0vrth0YMGgo4ybdynNPPczIwT3x8PDk3Y/mALBvzw7mzf0Mg8EOoRM8/9JbeHnXA2DmrDeY+eSD5OfnExLSgNfenl2te9mk7TDOHl7N17PaYmfvzPA75xQcW/B6d6a+sIP8vEz++mISRmMeSDP1m/ejYz+t83j3oU+w5OspHNzyHe71GjDm3h+qFc/lfEP6khC5mf8WjUKvd6Rdn1cLjm1ZPJneYxdWeI3o8FUlmmu5eYUS0OhGNv09DiH0tO7xnM1H2ILa3wSrisxAPSAewNJJ2LbtChSllrxrpYR/TiZwc8dAhBAcjEojITOfvo29iE7P5XRC2aXoLvbayFoSyMg1svSo1v/NTqdjYvsA9DqBQHAhOZt9UWllXqciBoOBN96bzW0TRmEymbjljqm0aNWad994hQ6dOjN0xGgAFv/5O2MnTCoY7AQgPz+fccMHAuDm5s6nXy0oGKzlSjIYDHz08WeMHjkUk8nEnVOn0bpNG159+UU6dwlj1OgxvP3uBzxw/718+vFHCCH4+tsFCCHw8vLikUcfp0/PrgghGDpsBMNHjATguRdeYsjAftgZ7GjQsCFzv11gVXwms+Tp73fzx9MD0AvBT/+d5XhkKjPHt2NfeBKr9kXSqbE3P8zoh4eLPcM6BfPsuHb0eq78aQfeuqMLbRtobQfe+/swZ2Ks7zxuMpl57P2/WfrJveh1Or5bupNj4bHMmn4je49FsHzTURYs2cm8l2/h8B/PkJyWxZQXtILI+yf1pmmIDzPvHsLMu7WC4dGPzCU+OZM3HhrJzUM74uxox+mlzzN/8U7e+GaN1XFeEdVr6uwjhCg618JcS20oaH3PLhY5FgF0v/wCQogHgccBe7R5RSpyH1DlzrjC2mogIUQjYBWwG+iC1j5sipQySwixHPCQUvaxpJ0KzAeCpJTRQggX4D/ADq26eS3wuJSy3F5FYWFhcvfu3cQd2WlVzDXJr01hodPx0xfLSWk7LUMLO9EdOhVTTkrbadessInY019Vb3jgmvDufYVtm4ffddCGkZRt5fz2ePi0ITXhSI23pQptFSbf/a7q/z9O6K7fI6UMqzjl1SWEmAi8B2xCKwnqDzwlpaw4F6koNcCW79q311tfgl1Tnh1YOGdEdKr1NSk1KdCjcECdHGM5CW2kyFgCeP/fz7YLpBxJ3xe28HHqXjtbzGbveA+dSwDmzJgafde6hrSU7R+ZW3HCUmx75oYy37WW990wKeU9lu0pQHcp5UNlpL8NGCqlvNOqYCpQ3ay/UUp5x+U7pZQjL9teACwosp2J9mBVFKUOk9T6JlhVIqX8QwjxH4XNWp6WUlo3UL6iXDnqXaso17EaaokQCRQdeznEsq8svwJf1kgkXOGJERVFuf5cC022hBA3XLbrUluClkKIllLKjVc7JkVRFEWBGptTZBfQTAjRGC0jcguXdT4XQjSTUp6ybI5EG9GvRlidIZFSngNs3KNWURRbuxYyJMATln89gDAKh0ztZlm/PMOiKFeFetcqyvVN69ReA9eV0iiEeAhYjdakc56U8ogQ4lVgt5RyCfCQEGIw2jwiyUCNNNcCVUOiKEo1SAnma2DYXynlGAAhxFKgtWWWWYQQDdGGRVQURVGUq0/WzLC/AFLKFcCKy/a9WGR9RnU/QwjREbhZSjmzvHQqQ6IoilIolOKjjlyw7FMURVEUpRIsEyhOBiahjVpZ4cAwKkOiKEq1XCNNti5ZD6wQQlyaGPFWyz5FURRFsYm69J4VQhxE64f5KzBISlmpYV1VhkRRlGqpSw/KikgpHxRCjEOb20EAc6SUi2wclqIoinIdq6kmWzUkDm3ErgDAD1AZEkVRat61NOyvxSa0DnwS2G7jWBRFUZTrXF3Kj0gpBwsh/NGaa30uhPAGFkopXynvPN1ViU5RlGuSNvqHqPJSWwkh+qNNQHcr2nwOi4QQQ2wYkqIoinId096z0qrFZjFLGSul/ExK2Re4kcKh9MukakgURbGerFslN5XwLlqb1zNCiL3AMGAdsMa2YSmKoijXpTr4nrUU5A1Fy0/9I6X8sKJzVIZEUZRqucaabDlIKc9Y1oWUMlsIYW/TiBRFUZTrWl3qQyKEeBhtgsV5wEzAXQjRQUr5fnnnqSZbiqJY7dKETVVdajEphHC2rNsJIZ4GzpR3gqIoiqLUJGveszZ8194LDJZSfg2kSCnvQxsCuFyqhkRRlGqp5RmMqnoBCAZOAVsBe+Aum0akKIqiXMds2x/EGlLKTMuqEEIItHdpuVSGRFGUarmWmmxJKZcVWZ9uy1gURVEU5VKn9jokXQgRJKWMAlyAJcBfFZ2kMiSKoigWQoizaPOPFCOlbGyDcBRFURSlrrkDyLOsvwWcklJuruikOpkh8WvTzdYhlKtlaH1bh1Chds0CbB1Chd69z8nWIZRr5fz2tg6hTPV8rtK9q/19QqoqrMi6C3Az4GOjWBTFpp4d2NTWIZQr0KP2jzfhWMu/ZSV9f5utQ6hQ9o73bB1CmULq+9b8h9Sx96yUMrzI+vzKnlfL/1dRFKU2k4DZbOsorhwpZVKRzSTgfSHEblvFoyiKoih1qcmWECINraWBpLDFwaUfQEgp3Uo7T2VIFEWplqv9nLTM+vob0Ag4B0yWUiZflqYj8CXgDpiAN6SUv1n5kR8JIXRSymso66UoiqLUFXUoP4KU0t2a8+pkhiTxYIVN0a66eu37FKxPeSHKhpGU7YfXgwrWs1d+bcNIyuY0/N6C9bUHc2wYSekGt3csWP9pU+18Qtze9+rOhG6DB+WzwDop5dtCiGct289cliYL+D8p5SkhRBCwRwixWkqZUt6FhRDjgTvRMjKglep0Be4RQiyQUn53JX8QRanNnlhy3NYhlPDBmJYF606D3rJhJGXLXjezYD1g+h82jKR0MXMnFqxHp+aVk9J2ijbH+3RzeDkpbefhPlena6HWEqF2ft+4kupkhkRRlNpBSpuMsjUW6G9Z/w74l8syJFLKk0XWo4QQcYAvkFLBtd8E7gfSLp0O/Aw8CURWL2xFURRFqaI61ofEWipDoihKtVjZttXnsr4Zc6WUcyt5rr+UMtqyHgP4l5dYCNENbQz0ykxwmCWl/Pey87OllHsqGZuiKIqiXFF1qQ+JtVSGRFGUarHyOZkgpQwr66AQYi1Q2lBwzxf/bCmFEGVGIIQIBH4A7qxkH5Cepex7oRLnKYqiKEqNqIv5ESHEQKCNZfOwlHJDeelVhkRRlGqpiVG2pJSDyzomhIgVQgRKKaMtGY64MtK5A8uB56WU28v7PCHEbillmJQy17IdCEwFpgAngBXW/SSKoiiKUh11a6Z2IUQA2kSIecCllhAThBBvAOOklLGlnacyJIqiWE3apm3rErSO529b/l18eQIhhD3aA/F7KWVlepVmCCE+BTYDtwNBaDUrfaWUiVcqcEVRFEWpCm2mdltHUSUfA99KKb8pulMIcS8wG7i1tJN0NR+XoijKFfU2MEQIcQoYbNlGCBEmhLj0AJwM9AOmCiH2W5aO5VxzCLAXmAF0Ar4BFqjMiKIoiqJUSZfLMyMAUsqvKT75cDGqhkRRlGq52qNsWTIJg0rZvxu4x7L+I/BjFa6ZD8wH5gshWgB3AXuFENuB+VLKtVcidkVRFEWpElnnOrVnl3MspawDqoZEUZRqudRsqypLbSalPCGlfBZohjbk7wM2DklRFEW5jkkprVps5JwQot3lOy37Su0/AqqGRFGUapLX6IRNllG5llsWRVEURbGNuvWafZTSR8l0txwrlaohURTFapcmRqzqoiiKoihK5dRUDYkQYpgQ4oQQ4rQQ4tlSjj8uhDgqhDgohFgnhGhYiXCNQIQQomHRBYgA8ss6SdWQKIpSLbW9CZaiKIqi1GU10fxKCKEHPkcb1CUC2CWEWCKlPFok2T4gTEqZJYT4H/AucHMFl14KCIrX6wjAF/CjjMoQlSFRFKVazNdwlYflgT1YSrna1rEoiqIo158a7A/SDTgtpTwLIIT4FRgLFGRILpvMcDtwR0UXlVK2L7othGgEPIM2GM1rZZ2nmmwpimK1S+OjX0ud2oUQOiHEACHEHOAMcLetY1IURVGuX9VosuUjhNhdZJle5LLBwMUi2xGWfWW5G1hZ2ZiFEC2EEAuAVcAeoLWU8vOy0l8zNSR2rp64BDcBBDlJseTERxQ7bnBxxyWoCXpHFzIuHCcvtXB6AZ2dAy4hoejsHABIDz+COT8XACf/hjh4+iClJDcxmpzEaKtjlFKy+58XiTyzHoOdEz1HfUS9wBIDEbDul9vJzohFmk341e9G12FvotPpSY49wo6Vz2LMy8LFI4TeN32GvYMbAMmxR9mx8hnyczMQQsfwacvRGxyrHKPOJwS7Vj1BCEwRJzCePVDsuKFRO/T1W4DZjMzLIf/Qf8icDO1Yi27ofesDYDy9D1PMWQD0DVpjaNQWnYsH2Wu/B8u9tZaUki/eeYKdm1fj4OjMU6/NpVmrTiXSnTy6l/dmTScvN5tufYbywDMfIITg+y9fZ8Wf8/Dw9gVg2sOv0L3vMIz5+Xz4yv84dWw/JpORIaNv59a7n7Iqvh8+mcH+7StxcHBm+sz5NG7RuUS6hV8/z+ZVP5CZkcy3q9NLHN/575988uIkXp27kyYtwzi0aw2/fTUTY34eBjt7bv3fu7TpMrDK8V1RdSCDURWWyRFHoc1J8hvwmJSyvCEMFeW60sLXhZva+aETgh3nU1h/OqnUdO0C3ZjaNZiPNp4jIjUHLyc7nhnYmLiMPADOJ2fz50FtwJ0QDwdu6RSInV7HsdgM/j4cV60Yh3RtwvsPDkav07FgxX7e/3V7seP2dnq+fWYUnZoHkpSWzR2v/c2F2FQA2jbx5bPHhuPmbI/ZLOnzwAJy8028PK0ftw9ph6ebI76jPqhWfAAD2vjz2s0d0esEP20O57NVJ4od79HMh1dv7kDrYA/u/3oHy/ZGAtC7hS+vTO5QkC40wI37v97Bqv1R9Gnpx4sT26ETgsxcIzPm7+JcfKZV8W1Yu5pZzz6B2WTi1v+bxsOPFX8XvjTzSbZs2ghATnYWCfHxHL+g/d5ef+k51v2jfW999KnnGDt+EgCPP3QfB/ftQUpJk9BmzP7iG1xcXa2KD6CBpxP9mngjhOBobDp7IlKLHW/p50qfxt5k5BoBOBidxtFY7fvKmDb+BLg5EJWWy7KjhQM/hXg40ruxNwLIN0nWnoonNcdodYxXjPXv2QQpZZlzf1SWEOIOtDlEbqhE2vbA80Br4B3gLlmJKp4rmiERQoy1fPBNlu2ZwN1SylDL9mjgXinlGMtMyp8B/QEz8LyU8k9rP9sluClp4Ycx5+fhEdqR/LRETLmF3yPMeblkXDyJk29IiXNd6zcnO+4i+RkpoNMV/OIdvPzQ2zuQcmKP9vPp7awND4CoM+tJTwpn7P82kxC1l52rZjL8rmUl0vUdPwd7BzeklPz353QuHFtGozZj2bb8KboMmoV/w56c3v8rR7d9Scf+T2M2G9my5BF6j/kYL/825GYlIXTWxCqwa9ObvJ0rkDmZOPS6CVPceWRGSkEKc1oCxi1HwWxC36AVhpbdyN+/Hp1vfXTu9cjdsgh0ehy6jcKUcBGM+ZhTYsnbdQH7bqOsv3lF7Ny8msgLZ1iw9DDHDu3kk9cf4dOfNpVI98nrj/DYS5/Tql03nn/wJnZt+YdufYYCMGHKw0y687Fi6f9b8yf5ebl8/educrKzuGd8JwYMm0xAcGX6cBU6sH0lMRGn+eDnk5w5uoMFHz7AK19tL5Guc6/RDBn3EE/e3rzEseysdFb/8QlNW3cv2Ofm4cMTby/ByyeIi2cP8+6Tw/h0UUSJc68uiflaypFoM7+vAr4G1kspTTaOR1FKsNW7VgDj2/vz1baLpGbn82i/RhyJySDWksm4xEGvo28TL84nFc/LJ2Tm8+HGcyWuO6F9AAsPxHAhOYd7uofQ0s+F43HWfZHW6QSzH7mRkU//SmR8Gpu/mMqybac4fr6wEHLq8A4kZ+TQ9v/mMGlAK964tz9TXl+MXieYN3MMd7+1lENn4/B2dyLfZAZgxbbTzPl7D4e+v9+quIrFKOCt2zox+aNNRCdnseq5QfxzIIqT0YUFU5FJWcyYv5sHbiz+fthyIp7Br2nTInk627HtjeFstHyhfuf2Tkz9fCunYtKZekMTHhvZihkLdlc5PpPJxHNPzuDXv1cQGBTCiAG9GDp8FM1btipI88pb7xesf/vV5xw+qBVerl29gkMH9rFm0y7ycnOZMGoIAwcPxc3dnVfefA83d3cAXn7uKeZ9/WWJjE5lCaB/03r8fTiGjDwjN3cM4mxiFsnZxftMn4rPZOPZkvPb7o1IxaAXtA1wL7a/f6gPy4/GkpydT7sAN7rW92TtqQSrYrySaqjJViRQv8h2iGVfMUKIwWgZjBuklJUpUd5ruc4SoDvQXQhRcFBK+XBpJ13pJltbgR5FtnsCaUIIP8t2L0sa0H64OCllc7Rc1EZrP9Tg7IYpLwdzXi5ISW5KPHbu9YqlMefnYsrJKvFL1Ts4gUDLjACYzSC1B5BjvUCyYi8UpJWmMgcHqJSLJ1fTuP1EhBD4BnchLyeVrPSSQzJfqvWQZiNmU572fx6QnnQWvwba7Q1s0peLJ1YAEH12I55+rfDybwOAg7M3Op2+yvHpPH2RmWnI7HSQZkzRZ9D7Ff8ybk6KBrP2Hc2cEodwdNHOdfXCnBSjFZebjJjTk9D7aH/nMi0RmZ1R5XjKsm3DMgaPvg0hBK3bdycjPZXE+OI1V4nx0WRlptO6fXeEEAwefRtb1y8t/8JCkJOdhcloJC83G4PBHmdXtyrHt2fzYvoMnYIQgtA2PcjMSCE5oWTNWmibHnj5BJZ6jT++mcWo25/Gzr6wlqtR8054+QQBENK4DXm52eTnVa+2SSnBD1gI3AecFUJ8IYSosERIUa4ym7xrG3g5kpiZR1JWPiYJ+yLTaBNQsoR7WEsfNpxKJL8S/cvcHPQ4GnRcSM4BYE9EKm1LuWZldW0ZxJnIZM5Fp5BvNPP7hmOM6lX8S/2oXs346Z/DACzaeJz+nRsBMDisCYfPxnHorFbSn5SWXdBHbuexKGKSrMskXa5TY2/C4zK4kJBJvkny966LDO0QVCzNxcQsjkWmllvgM6pLCOsPx5Cdp72TpQRXJ60w0s3JjpiUHKvi27dnF42aNKVhoybY29szdsJkVq8o+/35958LuWniZABOnjhGj159MRgMOLu40KpNOzas+0eLyZIZkVKSk5NN0S+pVeXv5kBKTj5puUbMEk7GZ9KknnOlz49IzSHfVMq9lRJ7vfbV2N6gIzPvmi6T2gU0E0I0thRc3IKWiSgghOgEfAWMkVJWtupyGjDLcv3SllJZnSERQjQSQhwXQvwkhDgmhPgDyER7KIZakgUDf6I9HLH8u6VIwG+BNt6/lNLqLKjOzr6giRVomQ+9nX3lznVwQppMuDZsiUezjjgHNio8Zu+Ig6cPHqEdcGvUGp191ZtAFZWdHoOLe+FDx8U9kOz0mFLTrvvlNv6Y3QE7B1catNRqFjx8mhNxUutbe/7YMjLTogBISzqLsJyz/JuhHNn2hXUBOroUNL8CkDmZBRmO0hhCWmC2NI0zpyei8w0BnR7sHNDVCyz33OpIiIvCz7+wpsvHP5iEuKgSaXz8C5tC+l6WZvGvc5g+sSvvv3gf6WnJAPQbPB5HJ2duHtyY24c2Z9Kdj+Lu4V3l+JIToqjnV1jo4O0bQnJCiUKHMoWf2EtSXASdeo4sM82ujX/SqHln7OwdqhzflSbNVV9qKylljpTyDynlRLQvb5uBJ2wclnIdq03vWg9HO1KyC5uvpOYY8XAqXhsf7OGAp5Mdx0qp4fB2tuPxGxrxQK8GNPZ2KrxmkSYxKdlGPBytb40Q5ONKRHxawXZkfDrBPm6XpXEjIk5LYzJL0jJzqefuRLMQb6SEJW/fzNY5d/H4zd2pCYGeTkQVqT2KTskm0Mupyte5qWt9/t5Z2AXgie/38NPDvdn7zggm9WjIp6uOWxVfTHQUQcGF77DAoGCio0t/h0VcOM/F8+fo028AAK3btmfDun/IysoiMTGBrZv+JSqiMMZHH7iXDs0bcPrkSaZNt37OWRd7PRm5hZmFjFwTrvYlG/009XHm1k7BDG/ph6t9xQW1608nMLqNP3d1rU9LP1d2R6RYHeOVVBPD/kopjcBDwGrgGLBQSnlECPGqEGKMJdl7gCvwuxBivxBiSRmXK3rd78tbyjqvujUkLYAvpJStgDS0GY23AL2EEC2AU2i98nsJIQxAB7RhxTwt578mhNgrhPhdCOFf2gcIIaZf6owTHx9fzXBLvT4GF3eyosNJPbVfy4R4+VuO6ZBmSerpA+QmxeJav9kV//yyDLr1ZybM2IvJmEfsOe290nPUh5zc8x0rvh2GMTcTnaUJmTSbiLu4i95jP2PonX9z8cRKosNLNmG6kvRBoeg8fDCGa9W05oRIzPEXceg5FvuOAzGnxCFr6Uw+oyffy3fLjjJn4Q68fQP46n1t6O3jh3eh0+v5dc1Zvl9xjD++/5joiPCrGpvZbOanz5/gtgffLzNNRPgRfp3zLNOenHMVIyud1qm9zsweWyEhRHshxKXqVTvgOHCT7SJSFKCOvGsFWtv8JUdKFqSm5Rp5fc1pPtx4jiVHYrmjSxAOhto1ro5BL+jVNoS73lzCoBk/MKZPC/p3qlqT3avFz8ORVsEebDhaWKg5fXAzbv90C52fWcGvW8/xyqQO5Vzhyvh70e+MHDMOvV77st9/4BAGDRnGmBtv4IG7p9ClW4+CYwCzv/iafcfP0axFC5Ys+r1GYzuXlMWCXRf5ZV8kF1KyGdzct8JzOgZ5sPRILPN3XeRobAZ9G9er8JwaJ2tuHhIp5QopZXMpZVMp5RuWfS9KKZdY1gdLKf2llB0ty5jyr2i96j4NLkopL5XC/Aj0Qasm7mVZtgE70dqQdQKOSylz0PquhABbpZSdLelK/QYmpZwrpQyTUob5+pb+x2TOzyvokA5aJ3VTfl6paUs715SdqTX3AvJSEzE4uViO5ZKXqhUm5aUloreixP/E7gUs/3oIy78egpOrf0GtBkBmWjRObqVNZqnRGxyp3/xGLlpqRTx8Qhl02y+MuHsVjdqMxc2zEQDOboH4N+iOo7M3BjsngpoOJCnmcJVjJScT4VhYVS4cXZA5JUu5dPWCMDTtSO6ef7QmbhbGM/vJ3bKIvF1aZzaZmVriXGst/nUO903uzn2Tu+PtG0BcbGHfiYTYSHz8ild3+/gFkRBbWKITXySNVz1/9Ho9Op2OEeOnceKw1sZ2/cqFhPW6EYOdHV71/GjTsScnj+ypVHxrFn3Oc9M68dy0TnjWCyAxrrBEKCk+Ai+f8gauKJSTlU5E+GHemDGARyc35szR7Xw4cyxnj2sxJsZFMPv58dz//Hf4Bzet1DVrlNT+BKq61GLzgTwhhDNa1fLbwLe2DUlRase7NjUnH0+nwlJoD0cDqUXa7DsYdAS62fNA7wY8P7gpDb0cmdY9mBAPR0xmSVa+9j9/RGouCZn5+LrYa9d0LLymp5OB1Bzrm0dHJWQQ4lvYLyDY143IhPTL0qQT4qel0esE7i4OJKZlE5mQzuZDF0lMyyY718iqHWfo1Kzsd7S1olOyCfIurBEJ9HQiOrlqY2eM6RLCin2RGC3Njuq52tOmvgf7wrVBBhbvvkjXptZ9mQ4IDCIqsvAdFh0VSWBg6e+wxX8u5KaJxaelmPHks6zdvIvf/l5Z0IG9KL1ez9jxk1mx9C+r4gPIzDPh6lCY0XF10JORV7zzeY7RXDAR79GYdPxcy29R4GjQ4eNiT2yG9n3wVEIGge62b4UAWEr/rFjqkOpmSC7/cSWWUhvLsk1KmQ44onWou9SmNRHIAhZZtn8HSg5DVEnGrHT09k5apkQIHDx9yU8rfeSP0s4VegNCrz0Q7Vw9MVo6w+elJWLn6gmAwcUDc27VHhgALcKmMvLeNYy8dw0hzYcSfvAPpJTER+7B3sEdZ7fihVX5eZkF/UrMZiORp9fhUU+rlc/J1DJHUpo5tOVjmnWeAkBgkxtIjjuOMT8bs9lI3IXtePhUvTbHnBqPcHFHOLmB0KEPbIop7kKxNMK9HnZt+5K35x/IK9o+VYAlUyjcvNG5eWNOuHIdrsfecj9fLdzBVwt30HvAaNYu/RkpJUcP7sDF1Z16vsX7YtTzDcTZxY2jB3cgpWTt0p/pOUBr+la0v8mW9YtpFNoaAL+AEPbv/BeA7KxMjh3aSf3GLSoV35DxD/LmvH28OW8fXfrexObVPyCl5PSR7Ti7eJTZV+Ryzq4ezFkaz+yF4cxeGE7T1j14/K3FNGkZRmZ6Ch88M4qb73uL5u16V+p6V8O1VEMC6CzPrKHACinljUAXG8ekKLXiXXsxJQcfF3u8ne3QC+gU7M6R2MJmvjlGMy+uPs0ba8/wxtoznE/OYd6OSCJSc3Cx11/qDom3sx2+LnYkZuWRnmsix2imgZfWJLpLiAeHY6zvc7j7eBShwV40DPDAzqBj0oBWLN96qlia5dtOcfuNbQEYf0NLNu47D8CaXeG0aeyLk4MBvU7Qt319jp2/8h2a959LpomfKw3qOWOnF9zUtT7/HKjaCJ7jutXn712FmYaUrHzcnOxo4qcVKvZr5c/JmLSyTi9Xx85hhJ85zYVz4eTl5bH4z4XcOLzkoDSnTh4nNSWFsG6F3ZlMJhNJSVon8qOHD3HsyCFuGDgEKSXhZ08D2jtj9cplNG1WufdraWLTc/F0ssPdwYBOQHNfF8KTsoqlcbYrzLA0rudMclb5BdW5RjP2Bl1BBrmBpxNJWdXrO3wlSKyrHanl79oSqjvKVgMhRE8p5TbgNrT21seAILQSnEsNBPcD9wNPA0gppRBiKdqDcz3aZClHqYbMqDO4N9EeMLnJsZhys3Dyb4AxO4P8tCT0Tq64NWyFzmDA3t0bJ/8GpJ7cB0BWdDjuTbThd43ZGeQmaVWg2XERuDZogaNPENJsIiPidHVCJDh0EFFn1rP4i96WYX8/LDi2/OshjLx3Dca8LP79/S7MpjykNBPQsBfNumgZj3NH/ubEngUANGgxgqYdtFIJBydPWnWfzsp5I0AIgpsOJKTZ4KoHKCX5R7di33V4wbC/MiMZQ7MumFPjMcddwK5Fd4TegH0n7foyO4O8vf+ATodDj9HadYx55B3YUDAerL5hG+yatAd7Zxz7TMAUf5H8w9Y3KevWdxg7Nq/mzlFtcHB05slXvyo4dt/k7ny1cAcADz//Me/Pmk5ubjZde99YMMLW1x89z5kTBxFC4B/UkEdnfQpomZ73XpzOPeM6I5EMHTuFJs1LDstckY49RnBg2wqeuLUZ9g7OTJ85r+DYc9M68eY87e/uly+fZuvaX8jLyeLhCfXpP/JuJkx7uczrrln0GbGRp/nru9f46zttbqFnPliNh5dfmefUNAlcY/MiSiFEG2AKWkc+qHPlTMo1qFa8a80SFh2KZXqP+ggBOy+kEpuex9AWPkSk5BTLnFyuST1nhrXwwSQlUsIfB2PJttSY/Hkw1jLsr+B4XKbVI2yB1ifksU/XsPSdW9DrBN+tPMix8wnMmtqXvSeiWb7tNAtWHGDezNEc/v5+ktOzmfL6YgBSMnL45I+dbP5iKlLC6p1nWLXjDABvTB/AzQNb4+xgx+lfH2T+igO88f1mq2N87pf9/PJoX/Q6wS9bznEiOo2nx7Rm//lk/jkQTceGXsx7oCeezvYMaR/IU2Nac8PLawCoX8+ZIC9ntp6ML3bNJ7/fw7f/64nZLEnNyufR76o+whaAwWDgjfdmc9uEUZhMJm65YyotWrXm3TdeoUOnzgwdob3rF//5O2MnTCrWOT0/P59xw7Xh6N3c3Pn0qwUYDAbMZjMz/ncPGelpSClp3bY9b3/wqVXxgfZQ3ngmkTFtA9ABR2PTScrKp3sDT+Iy8ghPyqJDkDuNvZ2RSHLyzcVGy5rQLhAvZzvsdIK7utZn3akELqRks/50AsNb+QOSHKOZdSdtP8IW1NgoW7WKsPaHtMy8uArYjVaCeBSYIrXp5ZcDHlLKPpa0U9GaQgRJKaMt+xoCPwCeQDzaEIYXKEdYWJjcvXs3iQetewjUpHrt+xSsT3khqpyUtvPD64XNmrJXfm3DSMrmNPzegvW1B60bIaQmDW5fOLDBT5tq5wPi9r6CJi3DOHt8t/VDmFRSYKMuctqLWytOeJk373bcI6/A2OhXmhDiRrRmWvuAewA3tGfTxzYNTLlu2fJd+8QS6zpF16QPxrQsWHca9JYNIylb9rqZBesB0/+wYSSli5k7sWA9OrVyzduvtkCPwoGJPt18dftyVtbDfRrToGU7Lhw/VKPvWjvfptJ77NtWnRv37eRa+a4tTXVrSIxSyhLTyEspR162vQBYcNm+80C/an6+oig2di0V3Egp/wH+KbIrDVCZEcXW1LtWUa5X8vqoIaldQ1woilLnmM2yykttJYS4z9YxKIqiKEox10GndqtrSKSU54C2Vy4URVHqmrrYca4C19QPo9R96l2rKMo19p4tlaohURRFsZBSzrV1DIqiKIpyvaluHxJFUa5ztXnmdUVRFEWpyy4N+3utUxkSRVGqxXwdPCgVRVEUxVZUhkRRFKUC18ODUlEURVFsog52ULeGypAoimI1KanVo2ZVhxAiCJgE3CKl7GnreBRFUZTr0/VQ8KcyJIqiVMu19JwUQvgBE4CbgXrAn8A0mwalKIqiXNdUhkRRFKUC8tqqIYkAfgMellIesnUwiqIoinI9ZEjUsL+KolhNSonZiqUWexXoCMwRQjwihAiwcTyKoijKdezSKFvWLHWJypAoilIt0iyrvNRWUsrXpZTtgPsAX2CDEGKDjcNSFEVRrlfWztJee1+1pVJNthRFqZbanMGwlpTyMHAYmCWE6GzreBRFUZTrV12r7bCGypAoiqJYCCEcgReAoZZd/wBv2C4iRVEURbn21ckMSb32fWwdQrl+eD3I1iFUyGn4vbYOoUKD2zvaOoRy3d5X2DoE25NwjVWQzAbygdvQRtg6AnwK3G3DmBTFJj4Y09LWIZQre91MW4dQoZi5E20dQrkCPextHUKFHu7T2NYh2JyqIVEUpU5KTsq9Kp8jueaabPWSUrYHEEKYpJQ/CyEesXVQiqIoSu0TEZFwVT5HZUgURVHKVfdG8qhAsWovIYQHYGejWBRFUZTr3jX3ni1VncyQJL/1gK1DKMFr5hcF67O+y7NhJGV77c7Cqtm0jx6zYSRlc3/so4L1j5aYbRhJ6R4bUzgw3fiHT9swkrIt+jT06n3YtTdTe7gQoqOUcj/gCewEnrRpRIpiI049n7V1CCVkb3u7YD3o/kU2jKRsUXPGF6w79XnBhpGULnvz6wXr/T7cbMNIyvbf44VN85161c6medlb37o6H1QHR8yyRp3MkCiKUntcSyU3UsoxRTaHAReklNm2ikdRFEW5vkmurfdsWVSGRFEUq11rfUiEEDdctitAiMJWXFLKjVc3IkVRFOV6pzIkiqIo5ZHXVoYEeKKcYwJQGRJFURTl6qqhDIkQYhjwMaAHvpFSvn3Z8X5oo0+2B26RUv5RI4GgMiSKolSLxHwNldxc1mRLURRFUWxLSpBXvk+tEEIPfA4MASKAXUKIJVLKo0WSXQCmchX6UuoqTqIoilI2aZZVXqpDCOEthFgjhDhl+dernLTuQogIIcRn1fpQRVEURbEVKa1bytcNOC2lPCulzAN+BcYW/1h5Tkp5EKjxUYZUhkRRlLrmWWCdlLIZsM6yXZbXgP+uSlSKoiiKUrv4CCF2F1mmFzkWDFwssh1h2WcTqsmWoihWs9HoH2OB/pb174B/gWcuTySE6AL4A6uAsKsUm6IoiqJcWdY32UqQUtaJ95/KkCiKYj3r5yHxEULsLrI9V0o5t5Ln+kspoy3rMWiZjmKEEDrgA+AOYHBVAhNC+AEPAW0suw4Dn0sp46pyHUVRFEW5Imqm4C8SqF9kO8SyzyZUhkRRlGqxsk9IuaU2Qoi1QEAph54v9tlSSiFEaQE8AKyQUkYUHba3IkKI7mjtaL8HFlh2dwF2CiEmSyl3VvpiiqIoilJtNdOpHdgFNBNCNEbLiNwC3FYTH1QZKkOiKEo1yBppsiWlLLNWQwgRK4QIlFJGCyECgdJqLnoCfYUQDwCugL0QIkNKWdHU0+8Bk6WUu4rsWyqEWGE5dvk8JYqiKIpSc7QJv678ZaU0CiEeAlajDfs7T0p5RAjxKrBbSrlECNEV+AvwAkYLIV6RUrYp57JWUxkSRVGspo1GWOODb1xuCXAn8Lbl38Ul45K3X1oXQkwFwiqRGQHwvSwzcul6Oy1NuRRFURTl6qqhvppSyhXAisv2vVhkfRdaU64ap0bZUhSlWsxmWeWlmt4GhgghTqH1D3kbQAgRJoT4pro/TjnHsqp5bUVRFEWpIkuTLWuWOkTVkCiKUi1Xe5QtKWUiMKiU/buBe0rZv4DC/iAV+U8IMU5K+VfRnUKI8cCeKgerKIqiKNV1DU1AXJZrKkNiaNIa58GTQCfI3b+V3O3/lJrOrkVHXMdPJ23+25hiLhTsF+5eeNw7i+xNK8jduRYA9/+9Bnk5SGkGs5n0Be9YHZ+Ukn9+epzTB1dhZ+/M6Hu+IbBRp2Jp8nOz+PPzW0mOO4vQ6WnecSQDJ78BQGriBZZ8fQ85WSlIs4mBk14ntMNwALYse5f9/81H6PQMvf1Dmra70aoY9Q1b4th/HEInyDu8g7xd60pNZwhtj/Pou8j4+UPMsRfRN2iOY59RoNeDyUTOpiWYLp4GwKHXCOxahyEcnEn/vDKtZsompeSvrx/l2J6V2Ds4c+uMeYQ07VwsTV5uFt+9M5nEGO0etuk6ilF3vgXAmSP/8fc3jxN97iBTnvyZDr0nAnDq4AYWz3ui4BpxEceZ8uTPtOtxk1UxHtz0GrHnN6I3ONFl0Dt4+pXd5HLbsvvITLvI4Nu0WtOj2z8iOnwdQggcnOrRedA7OLlqA0nFR+zg0ObXMZuN2Dt60W/8z1WO74qS1Z/osJZ5DHArZf8mLqvWVpTr0ZAezXn/0dHo9YIFS3bx/g8bix23t9Pz7YuT6dQymKTULO544RcuxCQzsGsorz0wDHs7A3n5Rp77bCUb95wBYOKg9jw9dQB6nY6VW47xwherqhVj/9b+vDa5PTqd4Jct5/hs9clix7uH1uPVyR1oFezO/77dyfK9UQXHXhjflkFtA9AJ+O9YHLMWHgTATi9445aO9Gzug5Tw9uIjrNgXhbWGdG/G+zNGoNfpWLBsD+//WHy6JHs7Pd++MJFOLYJISsvijhd/40JMSsHx+v4e7P3hEd6Yv57Zv2wBYM7McQzv1YL45EzC/u9Tq2MD6NbIk0f6N0GnEyw/FMtPuyKKHR/TPoDxHQMxmSXZ+SbeW3Oa80nZANzeNYSR7fwxmyUfbzjLrvNa3BM7BTGqnT8CWHYolt+rcf8AhnRvzvuPjkKv17FgaRl/i7OK/C3O+pkLMSmEtQrhs2fGASCE4I1v17Lkv6M42BtY+8V07O0MGPQ6/tpwmNe/XVutGK+YOlbbYY0rmiERQowF7pJS3mTZngncLaUMtWyPBu4Fbkd7wV8SAvwopXy0Gh+O8403k/HrJ5jTUnCb+gz5pw5iTowpns7eAYewARgjw0tcwnnQBPLPHC2xP/3n2cjsTKtDu+TMwVUkxZ7mgXeOEnlmJyu/f5hpL24uka7H8Mdo1Ko/JmMeP747jNMHVxHafhibl7xF624T6DLwPuIjj/Hrh2N5+IPhxEce48iOhdz3xn7SU6L46d3hPPDOEXQ6fdUCFAKngRPIXDQHmZ6Cy22PYTxzGHNSbPF0dg7Yd+qHMfpcwS6ZnUnW4m+QmWno6gXgPP4+Mr5+BQDj2SPkHdiM69TnqnrLSji2ZyUJ0ad4bs4Jzp/cwR9fPsij728rka7/TU/QrP0AjPl5fPniEI7tWUmrLsPx8mnArTPm8e9fHxRL36z9AJ6cvReAzPQk3ry/OS06WZepiz2/kcyU8wy5Yy3JsfvZv/FF+k/6s9S0kWdWY7BzLh5L53to3eMxAM4c+I7juz6j04DXyMtN48DGl+g1Zh7ObkHkZiVaFd+VpPW1u6YyJDeD9pIqhaDyNS2KUmNs9a7V6QSznxjLyBnfEhmXyuZ5D7Fs0zGOnyscV2Lq6K4kp2fTdtL7TBrcnjceHMaUWb+QmJrFxKe+IzohndZN/Fk6expNx7yFt7szbz40gl53fUpCSiZfz5pE/7Cm/Lv7jDUhohPw5q0duOXjzUQnZ7Ni5gBWH4zmVHR6QZrI5Gwe/W439w9pVuzcsCbedG1aj0GvaV9C/37qBno292HbyQRmDG9JQnoufV9agxDg5WxvVXxguY+Pj2bkY/OJjEtj8zf3s2zzMY6fiy9IM3VUF+0+3vIRkwa1443/DWXKS78VHH/noeH8s+NUsev+sGIfc/7czjcvTLQ6NtDu4WMDm/L4n4eJT89j7u0d2XwmsSDDAbD2eDxLDmrfr3o38eah/k14atERGno7MailL3d+txcfF3s+nNiW2+fvoaG3M6Pa+XPfzwcwmsy8N74tW8OTiEzJsS5GnWD2k2Msf4tpbP72wbL/Fidb/hYfGM6UF3/hyNlYet/9OSaTmYB6buz4/hGWbzlObp6RYQ9/Q2Z2Hga9jvVz7uef7SfYeeRiOZFcBZWbdb3Ou9J9SLYCPYps9wTSinQG7QVslVKmSyk7XlqA88Ci6nywPqgR5uR4zCmJYDaRf2wP9s07lEjn1G80OdvXII35xfbbNeuAOSURU0J0iXOulBP7ltKu9x0IIQgJ7U5OVgrpKcU/z87BmUat+ms/k8GegIYdSUuyDAstBLnZ2kM1NzsVN69AAE7uW0qb7pMx2Dng5dsYb/+mRJ0t0S+3QvqABphTEpCplnt4Yh+Gpm1LpHPoNZy83evBaCzYZ46PRGamaeuJMQiDnVZbAphizhccq67DO5cQNmAKQggatehBdmYKaUnF76G9gzPN2g8AwGBnT0iTTqQkaqU73v6NCGrUHqEr+0//4NY/aNV5GPYOzmWmKU90+Frqt7wJIQTeAZ3Iz00nJ7PkQFDGvExO759Pi64PFNtvZ19YQG/Mzy74chxxcilBTW/E2S0IAAfnelbFp5SrSylLN+AV4FsbxqUoRdnkXdu1dX3ORCRyLiqJfKOJ39ceYFS/1sXSjOrbmp9WaIU7izYcpn9YKAAHTkYRnaC9v46ejcXRwQ57Oz2Ng705HZFAQopW6Ld+12lu6l/yvVNZnRp5cy4ukwsJWeSbJIt3RTC0fWCxNBGJWRyLTOPyshQpwcGgw96gw8Ggx06vIz4tF4BbejXk01UnCtIlZeZZHWPXViGW+5hsuY+HGNWnVbE0o/q04qeV+wBY9O8R+ndpUnBsdN9WnItO5mh48ffKlgPnSErLprpaBbgRmZJDdGouRrNk3fF4+jQt/r7JyjMVrDva6Qqa7vZpWo91x+PJN0mi03KJTMmhVYAbDb2dOBaTTq7RjEnC/ohU+oVa/w4r/FtMLvxb7HvZPezbip9WFv1bbApAdm4+JpNW4+BgbyjW7DgzW/u92hn0GAy66yEfUGtYnSERQjQSQhwXQvwkhDgmhPgDyER7KIZakgUDf6I9HLH8u+Wy6zQH/CheilNlOldPzGnJBdvm9GSEm0exNHr/+ujcvDCeOVz8ZDsHHHsOIXtzaS0yJK63PIzb1Gex79i7OiGSnhyFu3fhYAXuXsGkJ5ddZZmTmcKp/ctp3Fr7ct3vplkc2vYzHz/WhF8/HMvQOz6yXDey2HXdvELKvW5ZhKsn5vSUgm2ZkYrOtfg91PmFoHPzxBhesibpEkOzDpjiIsFkKjONtdISI/H0KZzHx9MnhNTEsufxyc5I4ciuZTRvX6LLQZn2bVpIp363WB1jdkYsTq6FL0An1wCyM2JLpDu6YzbNOk5Db3AqcezItg9ZtaAvF08uoVX3GQBkpISTl5vGpkW3s+G3m7hw/K8S59mCWZqrvNRWUspHLi1ozbd2An2BbUDJEg5FqWG16V0b5OtORFxqwXZkXCrBvu4l08SmAGAymUnLyKGeR/HCnXED2rL/RCR5+SbORCTSvIEvDQK80Ot1jOnXhhB/T2tDJMDLkajkwi/l0SnZBHqVfMaWZk94EltPxrPvnRHse3cE/x6N5XRMOu5OdgA8PaY1q58byFf3dsPHzcHqGEvcx/i00u+jJY3JZCYtM5d6Hs64ONnzxO19eWP+Bqs/vyI+rvbEpecWbMdn5OLrVrJGaFyHQH6Z1oX/9WvMJxvOAuDrZk9cRvFzfVztCU/Mon2wB+6OBhwMOno09sKvuvcw9vJ76FFKmhTg0j0s/Fvs2ro+e358lN0/zOCRd/8uyKDodILtCx7mwvLnWb/rNLuO2rh25JLroFN7dWtIWgBfSClbAWlok5FtAXoJIVoAp4Dtlm0D2gv98qL7W4DfZBk9Y4UQ04UQu4UQu+Pj40tLUkkCp0ETyF5fsumMU9+R5OxcD/m5JY6l//AB6fPfJmPhZzh0vgFD/dASaWqC2WTkrzlT6Dr4Qbz8tJKRI9t/o0PvKcz46Cy3PL6YxXPvuspDrgoc+40l578So6wW0NULwLHPKLLXLryKcZXOZDLywwe30XfUw9QLaFLxCUBaUjTR5w/RstPQGo0tJf4omakXCGpaerOwNj0fZ9jUTdRvPoazB38EQJpNpMQdpufor+k1Zh7Hd31OenLJpodXldSabFV1qc2EEHZCiHvQZmgfDEyQUt4qpTxcwamKUlPq0Lu2fK0a+/H6A8N56B2tQCUlPZtH3vubH1+/lXVf3sf56GTMJtt8kWrk60JogDtdZq6k87Mr6N3Cl26h9TDoBEHezuw+m8jQN9ez52wSL05oZ5MYX5g2kE8Xbi0oybelvw5Ec+u8PczZdI7/616/3LTnk7L5eVcEH0xoy/vj23A6PhOzDasfdh29SJc7ZtPn7s956v/642Cv9WAwmyU9pn5K6E1vE9YqhNZN/G0WYzGXmm1VdalDqtuH5KKU8lIpzI/AI8BytNIZPVqp4k7gRaATcFxKeXmDwVuAKWV9gJRyLjAXICwsrMy7a85IQefuVbCtc/NCphfmnnFwQO8bhOttWtt8nas7rhPvJ+OPOeiDGmHXohNOA8YhHJ20X6Ipn9w9G5EZ2jVkVgb5Jw+gD2yE0dJZuzJ2r/2SfRvnARDYOIy0pMKOYWnJkbh5BZV63vIFD+DtH0r3oY8U7Nv/3wJufWIpACGhPTDm55CVkYCbV3Cx66YnR5R53fLIjBR0bp4F28LVA3NGkXto74DOJwCXiQ9px13ccB5zN1lLvsUcexHh6oHT6LvIXv2z1uzrCtm8/Au2r9FGc60fGkZKQmGJRUpCBB71gks97/fP78MnsBk3jJlR6c/av+V32vW4Cb3Brkoxnj34I+eOau17Pf3ak51R2IwsOyOmoFP6JUkx+0iJO8zq7/pjNhvJzU5i06Lb6Tv+p2Lp6rcYw9al99Cq+wwcXQPwd/TEYOeMwc4Zn6CupCUex82rcZVivZIktT+DURVCiIfRnmNrgeFSynO2jUhRgFryro2KTyPEr7AUOtjPg8j4tJJp/D2JjE9Dr9fh7upIYqo2Ynawrzu/vT2Fe15bSHhkUsE5KzYfY8XmYwBMG9sNUzUK2mKScwgqUiMS6OlEdHLlmjEN7xjE3vAksnK12v0Nh2MJa+LNztOJZOUaCzqxL9sbya29G1kdY4n76Ote+n203F+9Xoe7iwOJqVl0bR3CuP5teON/Q/FwdcQsJTm5RuYs2mF1PJdLyMgrVnvh6+pAfHrZGaB1x+N5fFBTWH2K+PQ8/FyLn5uQoZ27/HAsyw9rrQXu7d2Q+IyShcCVpf2dXX4PU0tJU+Rv0aXwb/GSE+fjycjOo00Tf/YeL2xtkZqRw8a9Z7mxe3OOni3ZwuHqqrGZ2muV6taQXP7QklhKbSzLNillOuAI9Edr91pACNEBMEgpqz2cpinqPDovP3Qe9UCnx65VF/JOHSxMkJtD6sdPk/blLNK+nIUxMpyMP+ZgirlAxo8fFuzP3bWBnK2ryd2zEezswd7yP5adPXaNW2FKqFpTqLDB/+Pe13Zx72u7aNF5NIe2/IiUkojTO3B08sDNM7DEORv+fIncrFRuvK14x2uPevU5d1Srpk2IOoYxPxdnN1+adxrFkR0LMebnkhwfTlLsaYKadK3aDQRMMRfRefki3L21e9iiE8azRwoT5OWQMWcWGfNeI2Pea5iizxdkRnBwxPmme8ndvAxT1JUtte8z8gGenL2XJ2fvpV2Pseze8ANSSs6d2I6jiwfu3iXv4YofZ5GdlcpN93xUpc/a+9+vdOpb9eZaTdrfwcBbljLwlqUENRnMxeN/I6UkKWYfdvZuOLoUn1OvSbvbGT5tC0Pv/Jd+E37F1bNRQWYkI+VcQbros2tx89JqdwIbDyIxeg9msxFjfjZJsQdw82pa5VivNClllZdabDbazO690WZoP2RZDgohDtk2NOU6VivetbuPRRBavx4NA72wM+iZNLgDyzcVb767fPNRbh+hjXw4fkDbgpG0PFwdWfTBXcz6YhXbDp4vdo6vlwsAnm5OTB/fg/lLqt4H8pL955Np7OdK/XrO2OkFY7uG8M/ByvUNjUzKomczH/Q6gUEn6NHcp6Az/JqD0fRq7gtAn5a+nIy2vl/k7uORl93HdizfcrxYmuVbjnP7cG0UzvH927Bxr9YkavCD39By0ge0nPQBn/2+jfd+2HhFMyMAx2PSCfF0ItDdAYNOMKilL1vOJhVLE+LpWLDes4k3EZZM35azSQxq6YudXhDo7kCIp9Z3BMDT0vTNz82Bfs3qsfa49TVxu49FEBriU/xv0ZKpvWT5pmPcPrzk32LDQK15IECDAE9aNPDlfHQyPp4ueLhqP5ejvYFBXUM5cb7magurRNWQVKiBEKKnlHIbcBuwGTgGBAF90KqVAfYD9wNPX3b+rcAv1YxBI81krfkN11seAqEj7+A2zAnROPYdhSn6PPmnq/5dQufihsv4+wAQOh15R3djPFt234mKhHYYzumDq/j86VbYOTgz+u6vC459Pasr9762i7SkCLYsfZt6gS345qXugJap6XTDNAbf8i7L5/+PHf98gkAw+p6vEULgG9ya1l0nMue5Duj0BoZN+bjqI2wBSDM56//Eefx9CKEj78gOzIkxOPQchin2YvHMyWXsO/RF5+mDQ/ehOHTXmjtlLZqDzM7Aoe9o7Fp0Bjs7XO95ifzD28ndvrrq8QGtuozg2O6VvHl/c+wcnLn14cJ+xu8/2pknZ+8lJSGCtb+/iV9ISz58PAyAPiMeoMeN93Dh1C7mvzWB7IxkjuxaxqpfXuGZz7S/jaTYc6QkXKRp2xusiu0S/4b9iTm/kTU/DEJvcKLzoLcLjq3/dTQDb1la7vlHtr5Heko4QuhwdguiY/9XAXD3DsWvQV/W/zIKhI5GrSfhXq95tWKtNgnmqz9Te02yXXWTopStVrxrTSYzj32whKWzp6HX6fhu2W6Ohccx694h7D0WwfLNx1iwdDfzXprM4d+fJDktmymztI+9f2IvmobUY+a0QcycpvXpG/3ot8QnZ/L+o6Np10wrWHpr3jpOX0ywPkaz5Pnf9vPzI73R6wS/bj3Pyeh0nhrdigPnU/jnYDQdGnrx7f098HS2Y0i7AJ4c1ZoBr65l2d5IerfwY/2sQUhgw5FY1hzSRpJ6/a/DfHpXV16Z1J7EjFwe/876vJ3JZOaxD5ex9MM7tfu4fI92H+8exN7jkSzfcpwFy/Ywb9ZEDv/6mHYfX/6twut+9/Jk+nZsjI+nM6cXPcVr367nu+VVj9MkYfaGM7w/oS06ASsOx3IuMYtpvRpwIiaDLWeTGN8xiC4NPDCaJem5Rt5crY34dS4xiw0n4vn+zs6YzJKP1p8pGDzgtdEt8XCyw2iWfLTuDBm51vcz1e7hEpZ+NA29XhT+Ld4zWLuHm4+xYNlu5r04mcMLnyQ5LYspL2p/i706NOLJO24g32jCLCUzPlhMYmoWbZsG8PWsSeh1Ap1O8Oe6Q6zceryCSK4CbThLW0dR44S1pZVCiEbAKmA32kg0R4EpUsosIcRywENK2ceSdiowHwiSUkYXucZZYISUslK/8bCwMLl7926S33qg4sRXmdfMLwrWZ31n+7adpXntzsJOaWkfPWbDSMrm/lhhjcZHS2rf/4CPjSmsVBz/cOWb7l1Niz4NxcuvHclxh0odu/ZK8vRtK/vcVPX+Qsu/abNHShlWAyEpyjXFlu9ap57VmzeqJmRvKyzgCbq/WoNz1pioOeML1p36vGDDSEqXvfn1gvV+H5aceqA2+O/xPgXrTr1m2jCSsmVvfQudayDmjOgafdfq3IKlQ+f7rDo357+X6sy7tro1JEYp5R2X75RSjrxsewGljN8vpaxcT2NFUWolidQmDVUUpSapd62iXLeujz4k19RM7YqiXGXympsYUVEURVFqF5UhKZtl9BnrZy9SFOWaoDIkilJz1LtWUa5zkjrXQd0aV3qmdkVRFEVRFEVRlEpTTbYURakGWatnXlcURVGUuk31IVEURSmXVH1IFEVRFKVmXQdNtlSGRFGUapHX1jwkiqIoilK7qBoSRVGUcqgaEkVRFEWpQXVv1nVrqAyJoijVoOYhURRFUZQac53M1K4yJIqiWE0CZlVDoiiKoig1R9WQKIqilEOqPiSKoiiKUnPUKFuKoigVkKoPiaIoiqLUJFVDoiiKUj7Vh0RRFEVRatB18J5VM7UriqIoiqIoynVGCDFMCHFCCHFaCPFsKccdhBC/WY7vEEI0qqlYVIZEURTrWYb9reqiKIqiKEolSCyzEFuxlEMIoQc+B4YDrYFbhRCtL0t2N5AspQwFPgLeufI/oCUeWYfapYWFhcndu3fbOgxFqfW8/NqRHHdI1PTnuHq2kB37zq3yeVuW9d8jpQyrgZAURakm9a5VlMrRuQZizoiu0XetztlPOrSYbNW5Ofs/L/NdK4ToCbwspRxq2Z4JIKV8q0ia1ZY024QQBiAG8JU1kHmoUxkSIUQ8cN7WcShKHdBQSulb0x8ihFgF+FhxaoKUctiVjkdRlOpT71pFqbQaf9dW4z0L4AjkFNmeK6Wca7nuRGCYlPIey/YUoLuU8qEin33YkibCsn3GkibBynjKVKc6tV+NL1iKolSeylQoyrVHvWsVpfa4Xt6zqg+JoiiKoiiKolxfIoH6RbZDLPtKTWNpsuUBJNZEMCpDoiiKoiiKoijXl11AMyFEYyGEPXALsOSyNEuAOy3rE4H1NdF/BOpYky1FURRFURRFUapHSmkUQjwErAb0wDwp5REhxKvAbinlEuBb4AchxGkgCS3TUiPqVKd2RVEURVEURVGuLarJlqIoiqIoiqIoNqMyJIqiKIqiKIqi2IzKkCiKoiiKoiiKYjMqQ6IoiqIoiqIois2oDImiKIqiKIqiKDajMiSKoiiKoiiKotiMypAoiqIoiqIoimIz/w+wOAlg8+obowAAAABJRU5ErkJggg==\n", 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property_comparisonfeaturepearson correlationp valuedata_used
3ageFSPS_c_vel[pW4]-0.6995420.035943BL only
4residuals_c_vel[pW6]-0.6009260.017827BL only
5residuals_c_vel[pW7]-0.5245950.044678BL only
1ageFSPS_c_vel[pW6]0.5903440.003022CL only
0logSSFRFSPS_c_vel[pW6]-0.4557740.028840CL only
2residuals_c_vel[pW6]-0.4020140.046358CL only
10ageFSPS_c_vel[pW2]0.6993380.000861CN only
11ageFSPS_c_vel[pW7]0.4209190.040534CN only
12kpc_c_pew[pW2]-0.6302790.001266CN only
6logMassFSPS_c_vel[pW2]0.4754610.039645CN only
7logMassFSPS_c_vel[pW3]0.4910860.014817CN only
8logMassFSPS_c_vel[pW7]0.4453100.029209CN only
9logSSFRFSPS_c_vel[pW2]-0.5209730.022185CN only
13residuals_c_pew[pW2]-0.5820120.003574CN only
14residuals_c_vel[pW3]-0.5318510.007475CN only
15residuals_c_vel[pW5]-0.4697620.020549CN only
16residuals_c_vel[pW7]-0.4359410.033213CN only
25ageFSPS_c_pew[pW3]-0.5204950.005381SS only
26ageFSPS_c_pew[pW4]-0.5237150.007212SS only
27ageFSPS_c_pew[pW5]-0.5437820.003370SS only
28ageFSPS_c_pew[pW7]-0.4012860.042170SS only
29ageFSPS_c_vel[pW1]-0.4424830.026766SS only
30kpc_c_vel[pW7]0.4491760.021339SS only
17logMassFSPS_c_pew[pW3]-0.5469470.003154SS only
18logMassFSPS_c_pew[pW4]-0.5369410.005649SS only
19logMassFSPS_c_pew[pW5]-0.5647670.002147SS only
20logMassFSPS_c_pew[pW7]-0.4851660.011996SS only
21logSSFRFSPS_c_pew[pW2]-0.5366430.005680SS only
22logSSFRFSPS_c_vel[pW1]0.4735790.016790SS only
23logSSFRFSPS_c_vel[pW3]0.4107470.033316SS only
24logSSFRFSPS_c_vel[pW5]0.4270180.033259SS only
31residuals_c_vel[pW4]0.4136120.035694SS only
\n", + "
" + ], + "text/plain": [ + " property_comparison feature pearson correlation p value data_used\n", + "3 ageFSPS_c_vel [pW4] -0.699542 0.035943 BL only\n", + "4 residuals_c_vel [pW6] -0.600926 0.017827 BL only\n", + "5 residuals_c_vel [pW7] -0.524595 0.044678 BL only\n", + "1 ageFSPS_c_vel [pW6] 0.590344 0.003022 CL only\n", + "0 logSSFRFSPS_c_vel [pW6] -0.455774 0.028840 CL only\n", + "2 residuals_c_vel [pW6] -0.402014 0.046358 CL only\n", + "10 ageFSPS_c_vel [pW2] 0.699338 0.000861 CN only\n", + "11 ageFSPS_c_vel [pW7] 0.420919 0.040534 CN only\n", + "12 kpc_c_pew [pW2] -0.630279 0.001266 CN only\n", + "6 logMassFSPS_c_vel [pW2] 0.475461 0.039645 CN only\n", + "7 logMassFSPS_c_vel [pW3] 0.491086 0.014817 CN only\n", + "8 logMassFSPS_c_vel [pW7] 0.445310 0.029209 CN only\n", + "9 logSSFRFSPS_c_vel [pW2] -0.520973 0.022185 CN only\n", + "13 residuals_c_pew [pW2] -0.582012 0.003574 CN only\n", + "14 residuals_c_vel [pW3] -0.531851 0.007475 CN only\n", + "15 residuals_c_vel [pW5] -0.469762 0.020549 CN only\n", + "16 residuals_c_vel [pW7] -0.435941 0.033213 CN only\n", + "25 ageFSPS_c_pew [pW3] -0.520495 0.005381 SS only\n", + "26 ageFSPS_c_pew [pW4] -0.523715 0.007212 SS only\n", + "27 ageFSPS_c_pew [pW5] -0.543782 0.003370 SS only\n", + "28 ageFSPS_c_pew [pW7] -0.401286 0.042170 SS only\n", + "29 ageFSPS_c_vel [pW1] -0.442483 0.026766 SS only\n", + "30 kpc_c_vel [pW7] 0.449176 0.021339 SS only\n", + "17 logMassFSPS_c_pew [pW3] -0.546947 0.003154 SS only\n", + "18 logMassFSPS_c_pew [pW4] -0.536941 0.005649 SS only\n", + "19 logMassFSPS_c_pew [pW5] -0.564767 0.002147 SS only\n", + "20 logMassFSPS_c_pew [pW7] -0.485166 0.011996 SS only\n", + "21 logSSFRFSPS_c_pew [pW2] -0.536643 0.005680 SS only\n", + "22 logSSFRFSPS_c_vel [pW1] 0.473579 0.016790 SS only\n", + "23 logSSFRFSPS_c_vel [pW3] 0.410747 0.033316 SS only\n", + "24 logSSFRFSPS_c_vel [pW5] 0.427018 0.033259 SS only\n", + "31 residuals_c_vel [pW4] 0.413612 0.035694 SS only" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "sig_df = sig_all.append(sig_cl, ignore_index = True)\n", "sig_df = sig_df.append(sig_bl, ignore_index = True)\n", @@ -938,11 +1956,485 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 45, "metadata": { "scrolled": true }, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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property_comparisonfeaturepearson correlationp valuedata_used
7ageFSPS_c_pew[pW2]0.3594720.000154ALL
8ageFSPS_c_vel[pW1]-0.2978730.002613ALL
9ageFSPS_c_vel[pW6]0.2800750.008604ALL
10kpc_c_pew[pW3]0.2347370.012328ALL
11kpc_c_pew[pW4]0.3463440.000258ALL
12kpc_c_pew[pW5]0.2082690.036618ALL
13kpc_c_pew[pW6]0.2530470.013865ALL
14kpc_c_pew[pW7]0.2782540.008283ALL
0logMassFSPS_c_pew[pW2]0.2665820.005740ALL
1logMassFSPS_c_pew[pW6]0.2317450.024610ALL
2logSSFRFSPS_c_pew[pW2]-0.3583350.000162ALL
3logSSFRFSPS_c_pew[pW6]-0.2063530.045996ALL
4logSSFRFSPS_c_vel[pW1]0.3250900.000966ALL
5logSSFRFSPS_c_vel[pW5]0.2009330.046125ALL
6logSSFRFSPS_c_vel[pW6]-0.2734520.010385ALL
18ageFSPS_c_vel[pW4]-0.6995420.035943BL only
19residuals_c_vel[pW6]-0.6009260.017827BL only
20residuals_c_vel[pW7]-0.5245950.044678BL only
16ageFSPS_c_vel[pW6]0.5903440.003022CL only
15logSSFRFSPS_c_vel[pW6]-0.4557740.028840CL only
17residuals_c_vel[pW6]-0.4020140.046358CL only
25ageFSPS_c_vel[pW2]0.6993380.000861CN only
26ageFSPS_c_vel[pW7]0.4209190.040534CN only
27kpc_c_pew[pW2]-0.6302790.001266CN only
21logMassFSPS_c_vel[pW2]0.4754610.039645CN only
22logMassFSPS_c_vel[pW3]0.4910860.014817CN only
23logMassFSPS_c_vel[pW7]0.4453100.029209CN only
24logSSFRFSPS_c_vel[pW2]-0.5209730.022185CN only
28residuals_c_pew[pW2]-0.5820120.003574CN only
29residuals_c_vel[pW3]-0.5318510.007475CN only
30residuals_c_vel[pW5]-0.4697620.020549CN only
31residuals_c_vel[pW7]-0.4359410.033213CN only
40ageFSPS_c_pew[pW3]-0.5204950.005381SS only
41ageFSPS_c_pew[pW4]-0.5237150.007212SS only
42ageFSPS_c_pew[pW5]-0.5437820.003370SS only
43ageFSPS_c_pew[pW7]-0.4012860.042170SS only
44ageFSPS_c_vel[pW1]-0.4424830.026766SS only
45kpc_c_vel[pW3]0.3963020.040711SS only
46kpc_c_vel[pW7]0.4491760.021339SS only
32logMassFSPS_c_pew[pW3]-0.5469470.003154SS only
33logMassFSPS_c_pew[pW4]-0.5369410.005649SS only
34logMassFSPS_c_pew[pW5]-0.5647670.002147SS only
35logMassFSPS_c_pew[pW7]-0.4851660.011996SS only
36logSSFRFSPS_c_pew[pW2]-0.5366430.005680SS only
37logSSFRFSPS_c_vel[pW1]0.4735790.016790SS only
38logSSFRFSPS_c_vel[pW3]0.4107470.033316SS only
39logSSFRFSPS_c_vel[pW5]0.4270180.033259SS only
47residuals_c_vel[pW4]0.4136120.035694SS only
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" + ], + "text/plain": [ + " property_comparison feature pearson correlation p value data_used\n", + "7 ageFSPS_c_pew [pW2] 0.359472 0.000154 ALL\n", + "8 ageFSPS_c_vel [pW1] -0.297873 0.002613 ALL\n", + "9 ageFSPS_c_vel [pW6] 0.280075 0.008604 ALL\n", + "10 kpc_c_pew [pW3] 0.234737 0.012328 ALL\n", + "11 kpc_c_pew [pW4] 0.346344 0.000258 ALL\n", + "12 kpc_c_pew [pW5] 0.208269 0.036618 ALL\n", + "13 kpc_c_pew [pW6] 0.253047 0.013865 ALL\n", + "14 kpc_c_pew [pW7] 0.278254 0.008283 ALL\n", + "0 logMassFSPS_c_pew [pW2] 0.266582 0.005740 ALL\n", + "1 logMassFSPS_c_pew [pW6] 0.231745 0.024610 ALL\n", + "2 logSSFRFSPS_c_pew [pW2] -0.358335 0.000162 ALL\n", + "3 logSSFRFSPS_c_pew [pW6] -0.206353 0.045996 ALL\n", + "4 logSSFRFSPS_c_vel [pW1] 0.325090 0.000966 ALL\n", + "5 logSSFRFSPS_c_vel [pW5] 0.200933 0.046125 ALL\n", + "6 logSSFRFSPS_c_vel [pW6] -0.273452 0.010385 ALL\n", + "18 ageFSPS_c_vel [pW4] -0.699542 0.035943 BL only\n", + "19 residuals_c_vel [pW6] -0.600926 0.017827 BL only\n", + "20 residuals_c_vel [pW7] -0.524595 0.044678 BL only\n", + "16 ageFSPS_c_vel [pW6] 0.590344 0.003022 CL only\n", + "15 logSSFRFSPS_c_vel [pW6] -0.455774 0.028840 CL only\n", + "17 residuals_c_vel [pW6] -0.402014 0.046358 CL only\n", + "25 ageFSPS_c_vel [pW2] 0.699338 0.000861 CN only\n", + "26 ageFSPS_c_vel [pW7] 0.420919 0.040534 CN only\n", + "27 kpc_c_pew [pW2] -0.630279 0.001266 CN only\n", + "21 logMassFSPS_c_vel [pW2] 0.475461 0.039645 CN only\n", + "22 logMassFSPS_c_vel [pW3] 0.491086 0.014817 CN only\n", + "23 logMassFSPS_c_vel [pW7] 0.445310 0.029209 CN only\n", + "24 logSSFRFSPS_c_vel [pW2] -0.520973 0.022185 CN only\n", + "28 residuals_c_pew [pW2] -0.582012 0.003574 CN only\n", + "29 residuals_c_vel [pW3] -0.531851 0.007475 CN only\n", + "30 residuals_c_vel [pW5] -0.469762 0.020549 CN only\n", + "31 residuals_c_vel [pW7] -0.435941 0.033213 CN only\n", + "40 ageFSPS_c_pew [pW3] -0.520495 0.005381 SS only\n", + "41 ageFSPS_c_pew [pW4] -0.523715 0.007212 SS only\n", + "42 ageFSPS_c_pew [pW5] -0.543782 0.003370 SS only\n", + "43 ageFSPS_c_pew [pW7] -0.401286 0.042170 SS only\n", + "44 ageFSPS_c_vel [pW1] -0.442483 0.026766 SS only\n", + "45 kpc_c_vel [pW3] 0.396302 0.040711 SS only\n", + "46 kpc_c_vel [pW7] 0.449176 0.021339 SS only\n", + "32 logMassFSPS_c_pew [pW3] -0.546947 0.003154 SS only\n", + "33 logMassFSPS_c_pew [pW4] -0.536941 0.005649 SS only\n", + "34 logMassFSPS_c_pew [pW5] -0.564767 0.002147 SS only\n", + "35 logMassFSPS_c_pew [pW7] -0.485166 0.011996 SS only\n", + "36 logSSFRFSPS_c_pew [pW2] -0.536643 0.005680 SS only\n", + "37 logSSFRFSPS_c_vel [pW1] 0.473579 0.016790 SS only\n", + "38 logSSFRFSPS_c_vel [pW3] 0.410747 0.033316 SS only\n", + "39 logSSFRFSPS_c_vel [pW5] 0.427018 0.033259 SS only\n", + "47 residuals_c_vel [pW4] 0.413612 0.035694 SS only" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "sig_p_df = sig_p_all.append(sig_p_cl, ignore_index = True)\n", "sig_p_df = sig_p_df.append(sig_p_bl, ignore_index = True)\n", @@ -953,9 +2445,16 @@ "sig_p_df" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Test? plotting residuals?? " + ] + }, { "cell_type": "code", - "execution_count": null, + "execution_count": 46, "metadata": {}, "outputs": [], "source": [ @@ -964,7 +2463,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "metadata": {}, "outputs": [], "source": [ @@ -1001,7 +2500,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 48, "metadata": {}, "outputs": [], "source": [ @@ -1032,9 +2531,80 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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zCMB_czCMB_pzspecHelio_czspecHelio_plogMassFSPS_clogMassFSPS_plogSSFRFSPS_clogSSFRFSPS_pageFSPS_cageFSPS_pkpc_ckpc_p
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zCMB_czCMB_pzspecHelio_czspecHelio_plogMassFSPS_clogMassFSPS_plogSSFRFSPS_clogSSFRFSPS_pageFSPS_cageFSPS_pkpc_ckpc_p
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zCMB_czCMB_pzspecHelio_czspecHelio_plogMassFSPS_clogMassFSPS_plogSSFRFSPS_clogSSFRFSPS_pageFSPS_cageFSPS_pkpc_ckpc_p
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zCMB_czCMB_pzspecHelio_czspecHelio_plogMassFSPS_clogMassFSPS_plogSSFRFSPS_clogSSFRFSPS_pageFSPS_cageFSPS_pkpc_ckpc_p
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" + ], + "text/plain": [ + " zCMB_c zCMB_p zspecHelio_c zspecHelio_p logMassFSPS_c \\\n", + "0 -0.426129 0.037863 -0.425591 0.038133 -0.373087 \n", + "\n", + " logMassFSPS_p logSSFRFSPS_c logSSFRFSPS_p ageFSPS_c ageFSPS_p \\\n", + "0 0.07255 0.118918 0.579957 -0.135175 0.528846 \n", + "\n", + " kpc_c kpc_p \n", + "0 0.643777 0.000688 " + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "sdss_cn = sdss_cn.reset_index()\n", "cn_pearson_prop_table = pearson_table_make_prop(sdss_cn)\n", @@ -1091,7 +2945,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 54, "metadata": {}, "outputs": [], "source": [ @@ -1116,7 +2970,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 55, "metadata": {}, "outputs": [], "source": [ @@ -1125,7 +2979,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 56, "metadata": {}, "outputs": [], "source": [ @@ -1137,7 +2991,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 57, "metadata": {}, "outputs": [], "source": [ @@ -1147,7 +3001,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 58, "metadata": {}, "outputs": [], "source": [ @@ -1187,9 +3041,39 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 59, "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "ValueError", + "evalue": "The number of FixedLocator locations (1), usually from a call to set_ticks, does not match the number of ticklabels (9).", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mplot_heat_map_prop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mc_array\u001b[0m\u001b[0;34m,\u001b[0m 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entries.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 39\u001b[0;31m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_xticklabels\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcol_labels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 40\u001b[0m \u001b[0max\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mset_yticklabels\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrow_labels\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 41\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/opt/anaconda3/lib/python3.7/site-packages/matplotlib/axes/_base.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 71\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 72\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mwrapper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 73\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mget_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 74\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 75\u001b[0m \u001b[0mwrapper\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__module__\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mowner\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__module__\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/opt/anaconda3/lib/python3.7/site-packages/matplotlib/_api/deprecation.py\u001b[0m in 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\u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1716\u001b[0m raise ValueError(\n\u001b[0;32m-> 1717\u001b[0;31m \u001b[0;34m\"The number of FixedLocator locations\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1718\u001b[0m \u001b[0;34mf\" ({len(locator.locs)}), usually from a call to\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1719\u001b[0m \u001b[0;34m\" set_ticks, does not match\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mValueError\u001b[0m: The number of FixedLocator locations (1), usually from a call to set_ticks, does not match the number of ticklabels (9)." + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plot_heat_map_prop(c_array, p_array, 'residual')" ] @@ -1259,6 +3143,13 @@ "source": [ "plot_heat_map_prop(c_array_ss, p_array_ss, 'residual SS')" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/notebooks/salt2_heatmaps.ipynb b/notebooks/salt2_heatmaps.ipynb new file mode 100644 index 0000000..ead388f --- /dev/null +++ b/notebooks/salt2_heatmaps.ipynb @@ -0,0 +1,4031 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "from matplotlib.ticker import MultipleLocator\n", + "from scipy.stats.stats import pearsonr\n", + "from pandas import DataFrame\n", + "\n", + "path = '/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Making Pearson Tables" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "file_path = path + '/results/sdss_combined.csv'\n", + "sdss_combined = pd.read_csv(file_path, index_col=['feat_name', 'obj_id'])\n", + "sdss_combined = sdss_combined.iloc[: , 1:]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "features = [f'pW{i}' for i in range(1, 9)]\n", + "from scipy.stats.stats import pearsonr\n", + "\n", + "feats = ['pW1', 'pW2', 'pW3', 'pW4', 'pW5', 'pW6', 'pW7']" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "pd.set_option('max_columns', None)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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feat_nameobj_id
pW6191285630.7874475932.6312618144.1686680.0341.65939716.3529200.02.1037971.516625e-010.02.079238e-0200NaN-0.1unknown354.203771-0.78223092007lwSNIa21.354387.37110.2870000.0050000.2854330.0050000.0000530.0000021.220.57-0.060.0454387.10.2141.090.230.99121.9640.0-0.250.130.130.1254385.90.8741.130.160.99421.1340.01.0-0.000462.00.0-0.43902.00.0-0.85762.0315.00.9710.00.0290.28650.00450.870.080.010.1454385.520.91306.0301.00.0000530.0000031.160.57-0.050.0454386.90.720.28080.00560.99129.5250.01.0-0.0062.00.0-0.11702.00.0-0.44762.0366.00.9860.0030.0110.29050.02790.880.09-0.040.2354385.470.95306.0301.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.1TrueBLNaNNaN
pW220173908.0252384040.182181NaN0.0NaN17.0921180.01.4389192.682215e-160.02.533168e-1700NaN0.1unknown328.9433360.59351852005foSNIa21.253636.24110.2630880.0000250.2616210.0000250.0000690.0000041.460.56-0.110.0453635.90.5340.980.250.99734.4159.0-0.390.100.080.1353634.60.5441.050.180.99935.1366.01.00.000043.00.0-0.02552.00.0-0.97959.0-1.0-1.000-1.0-1.0000.26250.00000.860.07-0.090.1653635.060.57306.0301.00.0000720.0000051.030.51-0.050.0453635.10.530.21570.00760.99941.4773.01.00.0043.00.0-0.01822.00.0-0.19559.0-1.0-1.000-1.000-1.0000.21100.06150.900.080.150.3553634.261.02306.0301.01.237663e+18328.9439090.5934712.072.130.24400.03250.21790.086721.6420.22720.6110.04219.6690.02619.2750.02818.9710.07010.5510.4610.62-10.27-10.56-10.034.472.596.290.0910.2610.2010.300.180.150.211.251.081.390.14NaN0.1TrueSS0.03450043.077351
pW120173615.1368773908.02523813865.1740560.0323.13891652.6581390.05.5501968.082484e-160.01.090920e-1600NaN0.1unknown328.9433360.59351852005foSNIa21.253636.24110.2630880.0000250.2616210.0000250.0000690.0000041.460.56-0.110.0453635.90.5340.980.250.99734.4159.0-0.390.100.080.1353634.60.5441.050.180.99935.1366.01.00.000043.00.0-0.02552.00.0-0.97959.0-1.0-1.000-1.0-1.0000.26250.00000.860.07-0.090.1653635.060.57306.0301.00.0000720.0000051.030.51-0.050.0453635.10.530.21570.00760.99941.4773.01.00.0043.00.0-0.01822.00.0-0.19559.0-1.0-1.000-1.000-1.0000.21100.06150.900.080.150.3553634.261.02306.0301.01.237663e+18328.9439090.5934712.072.130.24400.03250.21790.086721.6420.22720.6110.04219.6690.02619.2750.02818.9710.07010.5510.4610.62-10.27-10.56-10.034.472.596.290.0910.2610.2010.300.180.150.211.251.081.390.14NaN0.1TrueSS0.03450043.077351
pW2191283942.6403404073.3356008793.6611540.0735.8233888.5207020.00.5479932.371075e-010.01.626043e-0200NaN-0.1unknown354.203771-0.78223092007lwSNIa21.354387.37110.2870000.0050000.2854330.0050000.0000530.0000021.220.57-0.060.0454387.10.2141.090.230.99121.9640.0-0.250.130.130.1254385.90.8741.130.160.99421.1340.01.0-0.000462.00.0-0.43902.00.0-0.85762.0315.00.9710.00.0290.28650.00450.870.080.010.1454385.520.91306.0301.00.0000530.0000031.160.57-0.050.0454386.90.720.28080.00560.99129.5250.01.0-0.0062.00.0-0.11702.00.0-0.44762.0366.00.9860.0030.0110.29050.02790.880.09-0.040.2354385.470.95306.0301.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.1TrueBLNaNNaN
pW126893657.0354073918.10639711820.9614360.0443.806031103.3319800.09.6160172.222654e-150.03.470744e-1600NaN0.1unknown24.900312-0.758714122005faSNIa20.153634.314100.1614890.0000460.1603520.0000460.0001840.0000071.350.220.070.0353636.90.2039.380.190.03071.5651.0-0.460.060.480.0753634.90.3239.480.100.28264.7759.01.0-0.107059.00.0-14.60002.00.0-63.90059.0170.00.9530.00.0470.16040.00000.850.040.610.0953636.670.33306.0301.00.0001850.0000071.350.24-0.000.0353637.50.280.20240.00290.11576.6963.01.0-0.0559.00.0-10.80002.00.0-21.90059.0256.00.9260.0000.0740.19140.01900.840.040.370.1553636.970.39306.0301.01.237664e+1824.900028-0.7579332.992.040.16580.01240.16390.025520.2950.09218.4030.01017.2450.00616.7640.00616.3900.01111.3511.2511.44-14.47-41.09-11.887.845.279.800.1211.1811.1211.32NaN-99.00-99.005.584.759.706.98NaN0.1TrueNaN0.04983362.012352
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pW721655919.9312606572.5772439137.1971060.0241.346074209.5146320.050.3121081.030554e-150.02.983007e-1600NaN6.7unknown17.091730-0.09624782005frSNIa21.453637.38100.2880000.0050000.2866190.0050000.0000520.0000030.590.57-0.110.0453634.30.5041.140.231.00033.1164.0-0.140.150.000.1353633.50.6241.260.141.00044.2880.01.0-0.001759.00.0-0.38102.00.0-4.40063.0412.01.0000.00.0000.28800.00550.990.09-0.130.1453633.480.59306.0301.00.0000510.0000020.550.56-0.100.0053634.40.550.29850.01521.00048.5985.01.0-0.0059.00.0-0.89602.00.0-1.21063.0214.00.9810.0000.0190.31970.03220.990.10-0.380.3153633.750.73306.0301.01.237666e+1817.091541-0.0963150.721.600.37050.14520.42350.146522.6320.38523.2110.23721.9390.11822.1440.20521.2300.3589.489.319.68-10.15-10.38-10.003.672.215.632.519.348.319.98-0.22-99.000.320.860.034.078.78NaN6.7TrueCL0.01200015.057214
pW1199683507.9017773921.77628717654.2280100.076.274254158.0923750.02.2675095.318834e-140.01.271144e-1500NaN-6.8unknown24.348734-0.31199792007olSNIa18.054415.38400.0559390.0000160.0548960.0000160.0014400.000043-1.700.22-0.040.0354412.80.1536.900.190.9957.3620.00.400.10-0.060.0954412.80.1637.230.050.95124.8438.01.0-14.700060.00.0-90.40002.00.0-113.00044.0-1.0-1.000-1.0-1.0000.05550.00001.330.040.100.0554412.150.16306.0308.00.0014300.000043-1.750.22-0.050.0254412.80.150.04980.05000.55535.1637.01.0-13.1060.00.0-88.30002.00.0-103.00044.0-1.0-1.000-1.000-1.0000.03790.01101.330.040.220.0954412.070.15306.0308.01.237664e+1824.349104-0.3117281.650.710.05780.01930.05900.018318.7160.02916.9740.00516.2010.00415.8750.00415.5760.00810.4910.4210.55-14.70-37.90-12.436.935.538.930.9410.3410.3110.37-0.05-99.00-0.042.412.412.7261.46NaN6.8TrueSS0.02750034.389803
pW387194084.0148644480.98109114043.4811080.0229.73312870.1376550.05.7542591.255463e-140.01.171076e-1500NaN-7.0unknown7.721481-0.71884882005kpSNIa19.553697.28120.1175660.0000070.1162770.0000070.0003950.000014-0.010.19-0.070.0353690.00.1138.690.180.30931.1928.0-0.060.130.140.0953689.10.1538.830.090.22242.1736.01.0-0.801060.00.0-74.00002.00.0-124.00060.0154.00.9680.00.0330.11630.00001.140.040.100.0753689.090.20306.0308.00.0004000.0000100.140.15-0.010.0053689.90.040.08500.00300.84426.6535.01.0-0.7160.00.0-57.30002.00.0-62.80060.0205.00.9950.0000.0050.13130.01001.160.040.050.0953689.130.20306.0301.01.237664e+187.721920-0.7186311.762.940.15930.03650.16600.078820.6560.11120.0350.03219.6900.03519.3750.03819.3740.1199.319.249.38-10.16-10.24-10.093.673.024.841.499.128.909.310.08-0.240.370.200.080.645.96NaN7.0TrueNaN0.02933336.667727
pW187193552.5573473932.16985916685.1498020.0230.510419134.4236570.06.5337162.530772e-140.01.902010e-1500NaN-7.0unknown7.721481-0.71884882005kpSNIa19.553697.28120.1175660.0000070.1162770.0000070.0003950.000014-0.010.19-0.070.0353690.00.1138.690.180.30931.1928.0-0.060.130.140.0953689.10.1538.830.090.22242.1736.01.0-0.801060.00.0-74.00002.00.0-124.00060.0154.00.9680.00.0330.11630.00001.140.040.100.0753689.090.20306.0308.00.0004000.0000100.140.15-0.010.0053689.90.040.08500.00300.84426.6535.01.0-0.7160.00.0-57.30002.00.0-62.80060.0205.00.9950.0000.0050.13130.01001.160.040.050.0953689.130.20306.0301.01.237664e+187.721920-0.7186311.762.940.15930.03650.16600.078820.6560.11120.0350.03219.6900.03519.3750.03819.3740.1199.319.249.38-10.16-10.24-10.093.673.024.841.499.128.909.310.08-0.240.370.200.080.645.96NaN7.0TrueNaN0.02933336.667727
pW287193927.8314314081.8456509609.3514940.03891.88275212.1098710.03.3716822.584592e-150.07.663300e-1600NaN-7.0unknown7.721481-0.71884882005kpSNIa19.553697.28120.1175660.0000070.1162770.0000070.0003950.000014-0.010.19-0.070.0353690.00.1138.690.180.30931.1928.0-0.060.130.140.0953689.10.1538.830.090.22242.1736.01.0-0.801060.00.0-74.00002.00.0-124.00060.0154.00.9680.00.0330.11630.00001.140.040.100.0753689.090.20306.0308.00.0004000.0000100.140.15-0.010.0053689.90.040.08500.00300.84426.6535.01.0-0.7160.00.0-57.30002.00.0-62.80060.0205.00.9950.0000.0050.13130.01001.160.040.050.0953689.130.20306.0301.01.237664e+187.721920-0.7186311.762.940.15930.03650.16600.078820.6560.11120.0350.03219.6900.03519.3750.03819.3740.1199.319.249.38-10.16-10.24-10.093.673.024.841.499.128.909.310.08-0.240.370.200.080.645.96NaN7.0TrueNaN0.02933336.667727
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801 rows × 158 columns

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" + ], + "text/plain": [ + " feat_start feat_end vel vel_err \\\n", + "feat_name obj_id \n", + "pW6 19128 5630.787447 5932.631261 8144.168668 0.0 \n", + "pW2 2017 3908.025238 4040.182181 NaN 0.0 \n", + "pW1 2017 3615.136877 3908.025238 13865.174056 0.0 \n", + "pW2 19128 3942.640340 4073.335600 8793.661154 0.0 \n", + "pW1 2689 3657.035407 3918.106397 11820.961436 0.0 \n", + "... ... ... ... ... \n", + "pW7 2165 5919.931260 6572.577243 9137.197106 0.0 \n", + "pW1 19968 3507.901777 3921.776287 17654.228010 0.0 \n", + "pW3 8719 4084.014864 4480.981091 14043.481108 0.0 \n", + "pW1 8719 3552.557347 3932.169859 16685.149802 0.0 \n", + "pW2 8719 3927.831431 4081.845650 9609.351494 0.0 \n", + "\n", + " vel_samperr pew pew_err pew_samperr area \\\n", + "feat_name obj_id \n", + "pW6 19128 341.659397 16.352920 0.0 2.103797 1.516625e-01 \n", + "pW2 2017 NaN 17.092118 0.0 1.438919 2.682215e-16 \n", + "pW1 2017 323.138916 52.658139 0.0 5.550196 8.082484e-16 \n", + "pW2 19128 735.823388 8.520702 0.0 0.547993 2.371075e-01 \n", + "pW1 2689 443.806031 103.331980 0.0 9.616017 2.222654e-15 \n", + "... ... ... ... ... ... \n", + "pW7 2165 241.346074 209.514632 0.0 50.312108 1.030554e-15 \n", + "pW1 19968 76.274254 158.092375 0.0 2.267509 5.318834e-14 \n", + "pW3 8719 229.733128 70.137655 0.0 5.754259 1.255463e-14 \n", + "pW1 8719 230.510419 134.423657 0.0 6.533716 2.530772e-14 \n", + "pW2 8719 3891.882752 12.109871 0.0 3.371682 2.584592e-15 \n", + "\n", + " area_err area_samperr spec_flag feat_flag notes phase \\\n", + "feat_name obj_id \n", + "pW6 19128 0.0 2.079238e-02 0 0 NaN -0.1 \n", + "pW2 2017 0.0 2.533168e-17 0 0 NaN 0.1 \n", + "pW1 2017 0.0 1.090920e-16 0 0 NaN 0.1 \n", + "pW2 19128 0.0 1.626043e-02 0 0 NaN -0.1 \n", + "pW1 2689 0.0 3.470744e-16 0 0 NaN 0.1 \n", + "... ... ... ... ... ... ... \n", + "pW7 2165 0.0 2.983007e-16 0 0 NaN 6.7 \n", + "pW1 19968 0.0 1.271144e-15 0 0 NaN -6.8 \n", + "pW3 8719 0.0 1.171076e-15 0 0 NaN -7.0 \n", + "pW1 8719 0.0 1.902010e-15 0 0 NaN -7.0 \n", + "pW2 8719 0.0 7.663300e-16 0 0 NaN -7.0 \n", + "\n", + " spec_type RA DEC Nsearchepoch IAUName \\\n", + "feat_name obj_id \n", + "pW6 19128 unknown 354.203771 -0.782230 9 2007lw \n", + "pW2 2017 unknown 328.943336 0.593518 5 2005fo \n", + "pW1 2017 unknown 328.943336 0.593518 5 2005fo \n", + "pW2 19128 unknown 354.203771 -0.782230 9 2007lw \n", + "pW1 2689 unknown 24.900312 -0.758714 12 2005fa \n", + "... ... ... ... ... ... \n", + "pW7 2165 unknown 17.091730 -0.096247 8 2005fr \n", + "pW1 19968 unknown 24.348734 -0.311997 9 2007ol \n", + "pW3 8719 unknown 7.721481 -0.718848 8 2005kp \n", + "pW1 8719 unknown 7.721481 -0.718848 8 2005kp \n", + "pW2 8719 unknown 7.721481 -0.718848 8 2005kp \n", + "\n", + " Classification Peakrmag MJDatPeakrmag NepochSNR5 nSNspec \\\n", + "feat_name obj_id \n", + "pW6 19128 SNIa 21.3 54387.3 7 1 \n", + "pW2 2017 SNIa 21.2 53636.2 4 1 \n", + "pW1 2017 SNIa 21.2 53636.2 4 1 \n", + "pW2 19128 SNIa 21.3 54387.3 7 1 \n", + "pW1 2689 SNIa 20.1 53634.3 14 1 \n", + "... ... ... ... ... ... \n", + "pW7 2165 SNIa 21.4 53637.3 8 1 \n", + "pW1 19968 SNIa 18.0 54415.3 8 4 \n", + "pW3 8719 SNIa 19.5 53697.2 8 1 \n", + "pW1 8719 SNIa 19.5 53697.2 8 1 \n", + "pW2 8719 SNIa 19.5 53697.2 8 1 \n", + "\n", + " nGALspec zspecHelio zspecerrHelio zCMB zerrCMB \\\n", + "feat_name obj_id \n", + "pW6 19128 1 0.287000 0.005000 0.285433 0.005000 \n", + "pW2 2017 1 0.263088 0.000025 0.261621 0.000025 \n", + "pW1 2017 1 0.263088 0.000025 0.261621 0.000025 \n", + "pW2 19128 1 0.287000 0.005000 0.285433 0.005000 \n", + "pW1 2689 0 0.161489 0.000046 0.160352 0.000046 \n", + "... ... ... ... ... ... \n", + "pW7 2165 0 0.288000 0.005000 0.286619 0.005000 \n", + "pW1 19968 0 0.055939 0.000016 0.054896 0.000016 \n", + "pW3 8719 2 0.117566 0.000007 0.116277 0.000007 \n", + "pW1 8719 2 0.117566 0.000007 0.116277 0.000007 \n", + "pW2 8719 2 0.117566 0.000007 0.116277 0.000007 \n", + "\n", + " x0SALT2zspec x0errSALT2zspec x1SALT2zspec \\\n", + "feat_name obj_id \n", + "pW6 19128 0.000053 0.000002 1.22 \n", + "pW2 2017 0.000069 0.000004 1.46 \n", + "pW1 2017 0.000069 0.000004 1.46 \n", + "pW2 19128 0.000053 0.000002 1.22 \n", + "pW1 2689 0.000184 0.000007 1.35 \n", + "... ... ... ... \n", + "pW7 2165 0.000052 0.000003 0.59 \n", + "pW1 19968 0.001440 0.000043 -1.70 \n", + "pW3 8719 0.000395 0.000014 -0.01 \n", + "pW1 8719 0.000395 0.000014 -0.01 \n", + "pW2 8719 0.000395 0.000014 -0.01 \n", + "\n", + " x1errSALT2zspec cSALT2zspec cerrSALT2zspec \\\n", + "feat_name obj_id \n", + "pW6 19128 0.57 -0.06 0.04 \n", + "pW2 2017 0.56 -0.11 0.04 \n", + "pW1 2017 0.56 -0.11 0.04 \n", + "pW2 19128 0.57 -0.06 0.04 \n", + "pW1 2689 0.22 0.07 0.03 \n", + "... ... ... ... \n", + "pW7 2165 0.57 -0.11 0.04 \n", + "pW1 19968 0.22 -0.04 0.03 \n", + "pW3 8719 0.19 -0.07 0.03 \n", + "pW1 8719 0.19 -0.07 0.03 \n", + "pW2 8719 0.19 -0.07 0.03 \n", + "\n", + " PeakMJDSALT2zspec PeakMJDderrSALT2zspec muSALT2zspec \\\n", + "feat_name obj_id \n", + "pW6 19128 54387.1 0.21 41.09 \n", + "pW2 2017 53635.9 0.53 40.98 \n", + "pW1 2017 53635.9 0.53 40.98 \n", + "pW2 19128 54387.1 0.21 41.09 \n", + "pW1 2689 53636.9 0.20 39.38 \n", + "... ... ... ... \n", + "pW7 2165 53634.3 0.50 41.14 \n", + "pW1 19968 54412.8 0.15 36.90 \n", + "pW3 8719 53690.0 0.11 38.69 \n", + "pW1 8719 53690.0 0.11 38.69 \n", + "pW2 8719 53690.0 0.11 38.69 \n", + "\n", + " muerrSALT2zspec fitprobSALT2zspec chi2SALT2zspec \\\n", + "feat_name obj_id \n", + "pW6 19128 0.23 0.991 21.96 \n", + "pW2 2017 0.25 0.997 34.41 \n", + "pW1 2017 0.25 0.997 34.41 \n", + "pW2 19128 0.23 0.991 21.96 \n", + "pW1 2689 0.19 0.030 71.56 \n", + "... ... ... ... \n", + "pW7 2165 0.23 1.000 33.11 \n", + "pW1 19968 0.19 0.995 7.36 \n", + "pW3 8719 0.18 0.309 31.19 \n", + "pW1 8719 0.18 0.309 31.19 \n", + "pW2 8719 0.18 0.309 31.19 \n", + "\n", + " ndofSALT2zspec deltaMLCS2k2zspec deltaerrMLCS2k2zspec \\\n", + "feat_name obj_id \n", + "pW6 19128 40.0 -0.25 0.13 \n", + "pW2 2017 59.0 -0.39 0.10 \n", + "pW1 2017 59.0 -0.39 0.10 \n", + "pW2 19128 40.0 -0.25 0.13 \n", + "pW1 2689 51.0 -0.46 0.06 \n", + "... ... ... ... \n", + "pW7 2165 64.0 -0.14 0.15 \n", + "pW1 19968 20.0 0.40 0.10 \n", + "pW3 8719 28.0 -0.06 0.13 \n", + "pW1 8719 28.0 -0.06 0.13 \n", + "pW2 8719 28.0 -0.06 0.13 \n", + "\n", + " avMLCS2k2zspec averrMLCS2k2zspec PeakMJDMLCS2k2zspec \\\n", + "feat_name obj_id \n", + "pW6 19128 0.13 0.12 54385.9 \n", + "pW2 2017 0.08 0.13 53634.6 \n", + "pW1 2017 0.08 0.13 53634.6 \n", + "pW2 19128 0.13 0.12 54385.9 \n", + "pW1 2689 0.48 0.07 53634.9 \n", + "... ... ... ... \n", + "pW7 2165 0.00 0.13 53633.5 \n", + "pW1 19968 -0.06 0.09 54412.8 \n", + "pW3 8719 0.14 0.09 53689.1 \n", + "pW1 8719 0.14 0.09 53689.1 \n", + "pW2 8719 0.14 0.09 53689.1 \n", + "\n", + " PeakMJDerrMLCS2k2zspec muMLCS2k2zspec muerrMLCS2k2zspec \\\n", + "feat_name obj_id \n", + "pW6 19128 0.87 41.13 0.16 \n", + "pW2 2017 0.54 41.05 0.18 \n", + "pW1 2017 0.54 41.05 0.18 \n", + "pW2 19128 0.87 41.13 0.16 \n", + "pW1 2689 0.32 39.48 0.10 \n", + "... ... ... ... \n", + "pW7 2165 0.62 41.26 0.14 \n", + "pW1 19968 0.16 37.23 0.05 \n", + "pW3 8719 0.15 38.83 0.09 \n", + "pW1 8719 0.15 38.83 0.09 \n", + "pW2 8719 0.15 38.83 0.09 \n", + "\n", + " fitprobMLCS2k2zspec chi2MLCS2k2zspec ndofMLCS2k2zspec \\\n", + "feat_name obj_id \n", + "pW6 19128 0.994 21.13 40.0 \n", + "pW2 2017 0.999 35.13 66.0 \n", + "pW1 2017 0.999 35.13 66.0 \n", + "pW2 19128 0.994 21.13 40.0 \n", + "pW1 2689 0.282 64.77 59.0 \n", + "... ... ... ... \n", + "pW7 2165 1.000 44.28 80.0 \n", + "pW1 19968 0.951 24.84 38.0 \n", + "pW3 8719 0.222 42.17 36.0 \n", + "pW1 8719 0.222 42.17 36.0 \n", + "pW2 8719 0.222 42.17 36.0 \n", + "\n", + " PIaPSNIDzspec logprobIaPSNIDzspec lcqualityIaPSNIDzspec \\\n", + "feat_name obj_id \n", + "pW6 19128 1.0 -0.0004 62.0 \n", + "pW2 2017 1.0 0.0000 43.0 \n", + "pW1 2017 1.0 0.0000 43.0 \n", + "pW2 19128 1.0 -0.0004 62.0 \n", + "pW1 2689 1.0 -0.1070 59.0 \n", + "... ... ... ... \n", + "pW7 2165 1.0 -0.0017 59.0 \n", + "pW1 19968 1.0 -14.7000 60.0 \n", + "pW3 8719 1.0 -0.8010 60.0 \n", + "pW1 8719 1.0 -0.8010 60.0 \n", + "pW2 8719 1.0 -0.8010 60.0 \n", + "\n", + " PIbcPSNIDzspec logprobIbcPSNIDzspec \\\n", + "feat_name obj_id \n", + "pW6 19128 0.0 -0.4390 \n", + "pW2 2017 0.0 -0.0255 \n", + "pW1 2017 0.0 -0.0255 \n", + "pW2 19128 0.0 -0.4390 \n", + "pW1 2689 0.0 -14.6000 \n", + "... ... ... \n", + "pW7 2165 0.0 -0.3810 \n", + "pW1 19968 0.0 -90.4000 \n", + "pW3 8719 0.0 -74.0000 \n", + "pW1 8719 0.0 -74.0000 \n", + "pW2 8719 0.0 -74.0000 \n", + "\n", + " lcqualityIbcPSNIDzspec PIIPSNIDzspec logprobIIPSNIDzspec \\\n", + "feat_name obj_id \n", + "pW6 19128 2.0 0.0 -0.857 \n", + "pW2 2017 2.0 0.0 -0.979 \n", + "pW1 2017 2.0 0.0 -0.979 \n", + "pW2 19128 2.0 0.0 -0.857 \n", + "pW1 2689 2.0 0.0 -63.900 \n", + "... ... ... ... \n", + "pW7 2165 2.0 0.0 -4.400 \n", + "pW1 19968 2.0 0.0 -113.000 \n", + "pW3 8719 2.0 0.0 -124.000 \n", + "pW1 8719 2.0 0.0 -124.000 \n", + "pW2 8719 2.0 0.0 -124.000 \n", + "\n", + " lcqualityIIPSNIDzspec NnnPSNIDzspec PnnIaPSNIDzspec \\\n", + "feat_name obj_id \n", + "pW6 19128 62.0 315.0 0.971 \n", + "pW2 2017 59.0 -1.0 -1.000 \n", + "pW1 2017 59.0 -1.0 -1.000 \n", + "pW2 19128 62.0 315.0 0.971 \n", + "pW1 2689 59.0 170.0 0.953 \n", + "... ... ... ... \n", + "pW7 2165 63.0 412.0 1.000 \n", + "pW1 19968 44.0 -1.0 -1.000 \n", + "pW3 8719 60.0 154.0 0.968 \n", + "pW1 8719 60.0 154.0 0.968 \n", + "pW2 8719 60.0 154.0 0.968 \n", + "\n", + " PnnIbcPSNIDzspec PnnIIPSNIDzspec zPSNIDzspec \\\n", + "feat_name obj_id \n", + "pW6 19128 0.0 0.029 0.2865 \n", + "pW2 2017 -1.0 -1.000 0.2625 \n", + "pW1 2017 -1.0 -1.000 0.2625 \n", + "pW2 19128 0.0 0.029 0.2865 \n", + "pW1 2689 0.0 0.047 0.1604 \n", + "... ... ... ... \n", + "pW7 2165 0.0 0.000 0.2880 \n", + "pW1 19968 -1.0 -1.000 0.0555 \n", + "pW3 8719 0.0 0.033 0.1163 \n", + "pW1 8719 0.0 0.033 0.1163 \n", + "pW2 8719 0.0 0.033 0.1163 \n", + "\n", + " zerrPSNIDzspec dm15PSNIDzspec dm15errPSNIDzspec \\\n", + "feat_name obj_id \n", + "pW6 19128 0.0045 0.87 0.08 \n", + "pW2 2017 0.0000 0.86 0.07 \n", + "pW1 2017 0.0000 0.86 0.07 \n", + "pW2 19128 0.0045 0.87 0.08 \n", + "pW1 2689 0.0000 0.85 0.04 \n", + "... ... ... ... \n", + "pW7 2165 0.0055 0.99 0.09 \n", + "pW1 19968 0.0000 1.33 0.04 \n", + "pW3 8719 0.0000 1.14 0.04 \n", + "pW1 8719 0.0000 1.14 0.04 \n", + "pW2 8719 0.0000 1.14 0.04 \n", + "\n", + " avPSNIDzspec averrPSNIDzspec PeakMJDPSNIDzspec \\\n", + "feat_name obj_id \n", + "pW6 19128 0.01 0.14 54385.52 \n", + "pW2 2017 -0.09 0.16 53635.06 \n", + "pW1 2017 -0.09 0.16 53635.06 \n", + "pW2 19128 0.01 0.14 54385.52 \n", + "pW1 2689 0.61 0.09 53636.67 \n", + "... ... ... ... \n", + "pW7 2165 -0.13 0.14 53633.48 \n", + "pW1 19968 0.10 0.05 54412.15 \n", + "pW3 8719 0.10 0.07 53689.09 \n", + "pW1 8719 0.10 0.07 53689.09 \n", + "pW2 8719 0.10 0.07 53689.09 \n", + "\n", + " PeakMJDerrPSNIDzspec SNIbctypePSNIDzspec \\\n", + "feat_name obj_id \n", + "pW6 19128 0.91 306.0 \n", + "pW2 2017 0.57 306.0 \n", + "pW1 2017 0.57 306.0 \n", + "pW2 19128 0.91 306.0 \n", + "pW1 2689 0.33 306.0 \n", + "... ... ... \n", + "pW7 2165 0.59 306.0 \n", + "pW1 19968 0.16 306.0 \n", + "pW3 8719 0.20 306.0 \n", + "pW1 8719 0.20 306.0 \n", + "pW2 8719 0.20 306.0 \n", + "\n", + " SNIItypePSNIDzspec x0SALT2flat x0errSALT2flat \\\n", + "feat_name obj_id \n", + "pW6 19128 301.0 0.000053 0.000003 \n", + "pW2 2017 301.0 0.000072 0.000005 \n", + "pW1 2017 301.0 0.000072 0.000005 \n", + "pW2 19128 301.0 0.000053 0.000003 \n", + "pW1 2689 301.0 0.000185 0.000007 \n", + "... ... ... ... \n", + "pW7 2165 301.0 0.000051 0.000002 \n", + "pW1 19968 308.0 0.001430 0.000043 \n", + "pW3 8719 308.0 0.000400 0.000010 \n", + "pW1 8719 308.0 0.000400 0.000010 \n", + "pW2 8719 308.0 0.000400 0.000010 \n", + "\n", + " x1SALT2flat x1errSALT2flat cSALT2flat cerrSALT2flat \\\n", + "feat_name obj_id \n", + "pW6 19128 1.16 0.57 -0.05 0.04 \n", + "pW2 2017 1.03 0.51 -0.05 0.04 \n", + "pW1 2017 1.03 0.51 -0.05 0.04 \n", + "pW2 19128 1.16 0.57 -0.05 0.04 \n", + "pW1 2689 1.35 0.24 -0.00 0.03 \n", + "... ... ... ... ... \n", + "pW7 2165 0.55 0.56 -0.10 0.00 \n", + "pW1 19968 -1.75 0.22 -0.05 0.02 \n", + "pW3 8719 0.14 0.15 -0.01 0.00 \n", + "pW1 8719 0.14 0.15 -0.01 0.00 \n", + "pW2 8719 0.14 0.15 -0.01 0.00 \n", + "\n", + " PeakMJDSALT2flat PeakMJDerrSALT2flat zphotSALT2flat \\\n", + "feat_name obj_id \n", + "pW6 19128 54386.9 0.72 0.2808 \n", + "pW2 2017 53635.1 0.53 0.2157 \n", + "pW1 2017 53635.1 0.53 0.2157 \n", + "pW2 19128 54386.9 0.72 0.2808 \n", + "pW1 2689 53637.5 0.28 0.2024 \n", + "... ... ... ... \n", + "pW7 2165 53634.4 0.55 0.2985 \n", + "pW1 19968 54412.8 0.15 0.0498 \n", + "pW3 8719 53689.9 0.04 0.0850 \n", + "pW1 8719 53689.9 0.04 0.0850 \n", + "pW2 8719 53689.9 0.04 0.0850 \n", + "\n", + " zphoterrSALT2flat fitprobSALT2flat chi2SALT2flat \\\n", + "feat_name obj_id \n", + "pW6 19128 0.0056 0.991 29.52 \n", + "pW2 2017 0.0076 0.999 41.47 \n", + "pW1 2017 0.0076 0.999 41.47 \n", + "pW2 19128 0.0056 0.991 29.52 \n", + "pW1 2689 0.0029 0.115 76.69 \n", + "... ... ... ... \n", + "pW7 2165 0.0152 1.000 48.59 \n", + "pW1 19968 0.0500 0.555 35.16 \n", + "pW3 8719 0.0030 0.844 26.65 \n", + "pW1 8719 0.0030 0.844 26.65 \n", + "pW2 8719 0.0030 0.844 26.65 \n", + "\n", + " ndofSALT2flat PIaPSNIDflat logprobIaPSNIDflat \\\n", + "feat_name obj_id \n", + "pW6 19128 50.0 1.0 -0.00 \n", + "pW2 2017 73.0 1.0 0.00 \n", + "pW1 2017 73.0 1.0 0.00 \n", + "pW2 19128 50.0 1.0 -0.00 \n", + "pW1 2689 63.0 1.0 -0.05 \n", + "... ... ... ... \n", + "pW7 2165 85.0 1.0 -0.00 \n", + "pW1 19968 37.0 1.0 -13.10 \n", + "pW3 8719 35.0 1.0 -0.71 \n", + "pW1 8719 35.0 1.0 -0.71 \n", + "pW2 8719 35.0 1.0 -0.71 \n", + "\n", + " lcqualityIaPSNIDflat PIbcPSNIDflat logprobIbcPSNIDflat \\\n", + "feat_name obj_id \n", + "pW6 19128 62.0 0.0 -0.1170 \n", + "pW2 2017 43.0 0.0 -0.0182 \n", + "pW1 2017 43.0 0.0 -0.0182 \n", + "pW2 19128 62.0 0.0 -0.1170 \n", + "pW1 2689 59.0 0.0 -10.8000 \n", + "... ... ... ... \n", + "pW7 2165 59.0 0.0 -0.8960 \n", + "pW1 19968 60.0 0.0 -88.3000 \n", + "pW3 8719 60.0 0.0 -57.3000 \n", + "pW1 8719 60.0 0.0 -57.3000 \n", + "pW2 8719 60.0 0.0 -57.3000 \n", + "\n", + " lcqualityIbcPSNIDflat PIIPSNIDflat logprobIIPSNIDflat \\\n", + "feat_name obj_id \n", + "pW6 19128 2.0 0.0 -0.447 \n", + "pW2 2017 2.0 0.0 -0.195 \n", + "pW1 2017 2.0 0.0 -0.195 \n", + "pW2 19128 2.0 0.0 -0.447 \n", + "pW1 2689 2.0 0.0 -21.900 \n", + "... ... ... ... \n", + "pW7 2165 2.0 0.0 -1.210 \n", + "pW1 19968 2.0 0.0 -103.000 \n", + "pW3 8719 2.0 0.0 -62.800 \n", + "pW1 8719 2.0 0.0 -62.800 \n", + "pW2 8719 2.0 0.0 -62.800 \n", + "\n", + " lcqualityIIPSNIDflat NnnPSNIDflat PnnIaPSNIDflat \\\n", + "feat_name obj_id \n", + "pW6 19128 62.0 366.0 0.986 \n", + "pW2 2017 59.0 -1.0 -1.000 \n", + "pW1 2017 59.0 -1.0 -1.000 \n", + "pW2 19128 62.0 366.0 0.986 \n", + "pW1 2689 59.0 256.0 0.926 \n", + "... ... ... ... \n", + "pW7 2165 63.0 214.0 0.981 \n", + "pW1 19968 44.0 -1.0 -1.000 \n", + "pW3 8719 60.0 205.0 0.995 \n", + "pW1 8719 60.0 205.0 0.995 \n", + "pW2 8719 60.0 205.0 0.995 \n", + "\n", + " PnnIbcPSNIDflat PnnIIPSNIDflat zPSNIDflat zerrPSNIDflat \\\n", + "feat_name obj_id \n", + "pW6 19128 0.003 0.011 0.2905 0.0279 \n", + "pW2 2017 -1.000 -1.000 0.2110 0.0615 \n", + "pW1 2017 -1.000 -1.000 0.2110 0.0615 \n", + "pW2 19128 0.003 0.011 0.2905 0.0279 \n", + "pW1 2689 0.000 0.074 0.1914 0.0190 \n", + "... ... ... ... ... \n", + "pW7 2165 0.000 0.019 0.3197 0.0322 \n", + "pW1 19968 -1.000 -1.000 0.0379 0.0110 \n", + "pW3 8719 0.000 0.005 0.1313 0.0100 \n", + "pW1 8719 0.000 0.005 0.1313 0.0100 \n", + "pW2 8719 0.000 0.005 0.1313 0.0100 \n", + "\n", + " dm15PSNIDflat dm15errPSNIDflat avPSNIDflat \\\n", + "feat_name obj_id \n", + "pW6 19128 0.88 0.09 -0.04 \n", + "pW2 2017 0.90 0.08 0.15 \n", + "pW1 2017 0.90 0.08 0.15 \n", + "pW2 19128 0.88 0.09 -0.04 \n", + "pW1 2689 0.84 0.04 0.37 \n", + "... ... ... ... \n", + "pW7 2165 0.99 0.10 -0.38 \n", + "pW1 19968 1.33 0.04 0.22 \n", + "pW3 8719 1.16 0.04 0.05 \n", + "pW1 8719 1.16 0.04 0.05 \n", + "pW2 8719 1.16 0.04 0.05 \n", + "\n", + " averrPSNIDflat PeakMJDPSNIDflat PeakMJDerrPSNIDflat \\\n", + "feat_name obj_id \n", + "pW6 19128 0.23 54385.47 0.95 \n", + "pW2 2017 0.35 53634.26 1.02 \n", + "pW1 2017 0.35 53634.26 1.02 \n", + "pW2 19128 0.23 54385.47 0.95 \n", + "pW1 2689 0.15 53636.97 0.39 \n", + "... ... ... ... \n", + "pW7 2165 0.31 53633.75 0.73 \n", + "pW1 19968 0.09 54412.07 0.15 \n", + "pW3 8719 0.09 53689.13 0.20 \n", + "pW1 8719 0.09 53689.13 0.20 \n", + "pW2 8719 0.09 53689.13 0.20 \n", + "\n", + " SNIbctypePSNIDflat SNIItypePSNIDflat objIDHost \\\n", + "feat_name obj_id \n", + "pW6 19128 306.0 301.0 NaN \n", + "pW2 2017 306.0 301.0 1.237663e+18 \n", + "pW1 2017 306.0 301.0 1.237663e+18 \n", + "pW2 19128 306.0 301.0 NaN \n", + "pW1 2689 306.0 301.0 1.237664e+18 \n", + "... ... ... ... \n", + "pW7 2165 306.0 301.0 1.237666e+18 \n", + "pW1 19968 306.0 308.0 1.237664e+18 \n", + "pW3 8719 306.0 301.0 1.237664e+18 \n", + "pW1 8719 306.0 301.0 1.237664e+18 \n", + "pW2 8719 306.0 301.0 1.237664e+18 \n", + "\n", + " RAhost DEChost separationhost DLRhost zphothost \\\n", + "feat_name obj_id \n", + "pW6 19128 NaN NaN NaN NaN NaN \n", + "pW2 2017 328.943909 0.593471 2.07 2.13 0.2440 \n", + "pW1 2017 328.943909 0.593471 2.07 2.13 0.2440 \n", + "pW2 19128 NaN NaN NaN NaN NaN \n", + "pW1 2689 24.900028 -0.757933 2.99 2.04 0.1658 \n", + "... ... ... ... ... ... \n", + "pW7 2165 17.091541 -0.096315 0.72 1.60 0.3705 \n", + "pW1 19968 24.349104 -0.311728 1.65 0.71 0.0578 \n", + "pW3 8719 7.721920 -0.718631 1.76 2.94 0.1593 \n", + "pW1 8719 7.721920 -0.718631 1.76 2.94 0.1593 \n", + "pW2 8719 7.721920 -0.718631 1.76 2.94 0.1593 \n", + "\n", + " zphoterrhost zphotRFhost zphotRFerrhost dereduhost \\\n", + "feat_name obj_id \n", + "pW6 19128 NaN NaN NaN NaN \n", + "pW2 2017 0.0325 0.2179 0.0867 21.642 \n", + "pW1 2017 0.0325 0.2179 0.0867 21.642 \n", + "pW2 19128 NaN NaN NaN NaN \n", + "pW1 2689 0.0124 0.1639 0.0255 20.295 \n", + "... ... ... ... ... \n", + "pW7 2165 0.1452 0.4235 0.1465 22.632 \n", + "pW1 19968 0.0193 0.0590 0.0183 18.716 \n", + "pW3 8719 0.0365 0.1660 0.0788 20.656 \n", + "pW1 8719 0.0365 0.1660 0.0788 20.656 \n", + "pW2 8719 0.0365 0.1660 0.0788 20.656 \n", + "\n", + " erruhost deredghost errghost deredrhost errrhost \\\n", + "feat_name obj_id \n", + "pW6 19128 NaN NaN NaN NaN NaN \n", + "pW2 2017 0.227 20.611 0.042 19.669 0.026 \n", + "pW1 2017 0.227 20.611 0.042 19.669 0.026 \n", + "pW2 19128 NaN NaN NaN NaN NaN \n", + "pW1 2689 0.092 18.403 0.010 17.245 0.006 \n", + "... ... ... ... ... ... \n", + "pW7 2165 0.385 23.211 0.237 21.939 0.118 \n", + "pW1 19968 0.029 16.974 0.005 16.201 0.004 \n", + "pW3 8719 0.111 20.035 0.032 19.690 0.035 \n", + "pW1 8719 0.111 20.035 0.032 19.690 0.035 \n", + "pW2 8719 0.111 20.035 0.032 19.690 0.035 \n", + "\n", + " deredihost errihost deredzhost errzhost logMassFSPS \\\n", + "feat_name obj_id \n", + "pW6 19128 NaN NaN NaN NaN NaN \n", + "pW2 2017 19.275 0.028 18.971 0.070 10.55 \n", + "pW1 2017 19.275 0.028 18.971 0.070 10.55 \n", + "pW2 19128 NaN NaN NaN NaN NaN \n", + "pW1 2689 16.764 0.006 16.390 0.011 11.35 \n", + "... ... ... ... ... ... \n", + "pW7 2165 22.144 0.205 21.230 0.358 9.48 \n", + "pW1 19968 15.875 0.004 15.576 0.008 10.49 \n", + "pW3 8719 19.375 0.038 19.374 0.119 9.31 \n", + "pW1 8719 19.375 0.038 19.374 0.119 9.31 \n", + "pW2 8719 19.375 0.038 19.374 0.119 9.31 \n", + "\n", + " logMassloFSPS logMasshiFSPS logSSFRFSPS logSSFRloFSPS \\\n", + "feat_name obj_id \n", + "pW6 19128 NaN NaN NaN NaN \n", + "pW2 2017 10.46 10.62 -10.27 -10.56 \n", + "pW1 2017 10.46 10.62 -10.27 -10.56 \n", + "pW2 19128 NaN NaN NaN NaN \n", + "pW1 2689 11.25 11.44 -14.47 -41.09 \n", + "... ... ... ... ... \n", + "pW7 2165 9.31 9.68 -10.15 -10.38 \n", + "pW1 19968 10.42 10.55 -14.70 -37.90 \n", + "pW3 8719 9.24 9.38 -10.16 -10.24 \n", + "pW1 8719 9.24 9.38 -10.16 -10.24 \n", + "pW2 8719 9.24 9.38 -10.16 -10.24 \n", + "\n", + " logSSFRhiFSPS ageFSPS ageloFSPS agehiFSPS \\\n", + "feat_name obj_id \n", + "pW6 19128 NaN NaN NaN NaN \n", + "pW2 2017 -10.03 4.47 2.59 6.29 \n", + "pW1 2017 -10.03 4.47 2.59 6.29 \n", + "pW2 19128 NaN NaN NaN NaN \n", + "pW1 2689 -11.88 7.84 5.27 9.80 \n", + "... ... ... ... ... \n", + "pW7 2165 -10.00 3.67 2.21 5.63 \n", + "pW1 19968 -12.43 6.93 5.53 8.93 \n", + "pW3 8719 -10.09 3.67 3.02 4.84 \n", + "pW1 8719 -10.09 3.67 3.02 4.84 \n", + "pW2 8719 -10.09 3.67 3.02 4.84 \n", + "\n", + " minredchi2FSPS logMassPEGASE logMassloPEGASE \\\n", + "feat_name obj_id \n", + "pW6 19128 NaN NaN NaN \n", + "pW2 2017 0.09 10.26 10.20 \n", + "pW1 2017 0.09 10.26 10.20 \n", + "pW2 19128 NaN NaN NaN \n", + "pW1 2689 0.12 11.18 11.12 \n", + "... ... ... ... \n", + "pW7 2165 2.51 9.34 8.31 \n", + "pW1 19968 0.94 10.34 10.31 \n", + "pW3 8719 1.49 9.12 8.90 \n", + "pW1 8719 1.49 9.12 8.90 \n", + "pW2 8719 1.49 9.12 8.90 \n", + "\n", + " logMasshiPEGASE logSFRPEGASE logSFRloPEGASE \\\n", + "feat_name obj_id \n", + "pW6 19128 NaN NaN NaN \n", + "pW2 2017 10.30 0.18 0.15 \n", + "pW1 2017 10.30 0.18 0.15 \n", + "pW2 19128 NaN NaN NaN \n", + "pW1 2689 11.32 NaN -99.00 \n", + "... ... ... ... \n", + "pW7 2165 9.98 -0.22 -99.00 \n", + "pW1 19968 10.37 -0.05 -99.00 \n", + "pW3 8719 9.31 0.08 -0.24 \n", + "pW1 8719 9.31 0.08 -0.24 \n", + "pW2 8719 9.31 0.08 -0.24 \n", + "\n", + " logSFRhiPEGASE agePEGASE ageloPEGASE agehiPEGASE \\\n", + "feat_name obj_id \n", + "pW6 19128 NaN NaN NaN NaN \n", + "pW2 2017 0.21 1.25 1.08 1.39 \n", + "pW1 2017 0.21 1.25 1.08 1.39 \n", + "pW2 19128 NaN NaN NaN NaN \n", + "pW1 2689 -99.00 5.58 4.75 9.70 \n", + "... ... ... ... ... \n", + "pW7 2165 0.32 0.86 0.03 4.07 \n", + "pW1 19968 -0.04 2.41 2.41 2.72 \n", + "pW3 8719 0.37 0.20 0.08 0.64 \n", + "pW1 8719 0.37 0.20 0.08 0.64 \n", + "pW2 8719 0.37 0.20 0.08 0.64 \n", + "\n", + " minchi2PEGASE Notes delta_t is_peak branch_type \\\n", + "feat_name obj_id \n", + "pW6 19128 NaN NaN 0.1 True BL \n", + "pW2 2017 0.14 NaN 0.1 True SS \n", + "pW1 2017 0.14 NaN 0.1 True SS \n", + "pW2 19128 NaN NaN 0.1 True BL \n", + "pW1 2689 6.98 NaN 0.1 True NaN \n", + "... ... ... ... ... ... \n", + "pW7 2165 8.78 NaN 6.7 True CL \n", + "pW1 19968 61.46 NaN 6.8 True SS \n", + "pW3 8719 5.96 NaN 7.0 True NaN \n", + "pW1 8719 5.96 NaN 7.0 True NaN \n", + "pW2 8719 5.96 NaN 7.0 True NaN \n", + "\n", + " arcmin kpc \n", + "feat_name obj_id \n", + "pW6 19128 NaN NaN \n", + "pW2 2017 0.034500 43.077351 \n", + "pW1 2017 0.034500 43.077351 \n", + "pW2 19128 NaN NaN \n", + "pW1 2689 0.049833 62.012352 \n", + "... ... ... \n", + "pW7 2165 0.012000 15.057214 \n", + "pW1 19968 0.027500 34.389803 \n", + "pW3 8719 0.029333 36.667727 \n", + "pW1 8719 0.029333 36.667727 \n", + "pW2 8719 0.029333 36.667727 \n", + "\n", + "[801 rows x 158 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sdss_combined" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "def pearson_list(df, features, xcol, ycol):\n", + " \"\"\"Creates lists of pearson statistic p and c values for each feature for any two given columns\n", + " used in pearson_table_make function\n", + " \n", + " Args:\n", + " df (DataFrame): The dataframe in which the columns we want to compare are\n", + " features (List[str]): The feature ids to add to table\n", + " xcol (str): Name of one column to compare\n", + " ycol (str): Name of second column to compare\n", + " \n", + " Returns:\n", + " p_list (List[float]): List of P values\n", + " c_list (List[float]): List of c values\n", + " \"\"\"\n", + " \n", + " p_list = []\n", + " c_list = []\n", + " \n", + " for feat in zip(features):\n", + " feat_data = df.loc[feat]\n", + " x = feat_data[xcol]\n", + " y = feat_data[ycol]\n", + " \n", + " no_nan = (np.isfinite(x) & np.isfinite(y))\n", + " \n", + " if len(x[no_nan]) >= 3:\n", + " corr, p = pearsonr(x[no_nan], y[no_nan])\n", + " p_list.append(p)\n", + " c_list.append(corr)\n", + " \n", + " else:\n", + " p_list.append(np.nan)\n", + " c_list.append(np.nan)\n", + " \n", + " return p_list, c_list\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "def pearson_table_make(df, features):\n", + " \"\"\"Creates data frame of p and c pearson stat values for specific columns vs. pew and vel\n", + " \n", + " Args:\n", + " df (DataFrame): The dataframe in which the columns we want to compare are\n", + " features (List[str]): The feature ids to add to table \n", + " \n", + " Returns:\n", + " data (DataFrame): Table of p and c values for different qualities vs pew and vel.\n", + " \"\"\"\n", + " \n", + " data = pd.DataFrame()\n", + " data['features'] = features\n", + " \n", + "# df = df_col = df[['zCMB','zspecHelio','logMassFSPS','logSSFRFSPS',\n", + "# 'ageFSPS','kpc', 'residuals', 'pew','vel']]\n", + " df_col = df[['x0SALT2zspec','x1SALT2zspec','cSALT2zspec','PeakMJDSALT2zspec'\n", + " ,'muSALT2zspec','muerrSALT2zspec']]\n", + " \n", + " for column in df_col:\n", + " p_pew, c_pew = pearson_list(df, features, column , 'pew')\n", + " data[f'{column}_c_pew'] = c_pew\n", + " data[f'{column}_p_pew'] = p_pew\n", + " p_vel, c_vel = pearson_list(df, features, column, 'vel')\n", + " data[f'{column}_c_vel'] = c_vel\n", + " data[f'{column}_p_vel'] = p_vel\n", + " \n", + " data = data.set_index('features')\n", + " return data" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:20: PerformanceWarning: indexing past lexsort depth may impact performance.\n" + ] + }, + { + "data": { + "text/html": [ + "
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x0SALT2zspec_c_pewx0SALT2zspec_p_pewx0SALT2zspec_c_velx0SALT2zspec_p_velx1SALT2zspec_c_pewx1SALT2zspec_p_pewx1SALT2zspec_c_velx1SALT2zspec_p_velcSALT2zspec_c_pewcSALT2zspec_p_pewcSALT2zspec_c_velcSALT2zspec_p_velPeakMJDSALT2zspec_c_pewPeakMJDSALT2zspec_p_pewPeakMJDSALT2zspec_c_velPeakMJDSALT2zspec_p_velmuSALT2zspec_c_pewmuSALT2zspec_p_pewmuSALT2zspec_c_velmuSALT2zspec_p_velmuerrSALT2zspec_c_pewmuerrSALT2zspec_p_pewmuerrSALT2zspec_c_velmuerrSALT2zspec_p_vel
features
pW1-0.2331960.011761-0.1164010.217456-0.1049222.623293e-010.1268760.1785670.0493960.598490-0.0201080.831832-0.0192090.837833-0.0093600.9212700.1872180.0441780.1018850.2807430.0510670.586164-0.1025780.277467
pW2-0.1790990.0513070.1139370.271592-0.4496692.893193e-070.1156300.2644870.1618920.0785750.2141760.037147-0.1577120.086710-0.0718000.4892860.0775150.402072-0.1078660.2981200.0820220.3751860.0025440.980480
pW3-0.0278850.755648-0.1729160.0518870.0101969.094220e-010.2828390.001273-0.0983430.271342-0.1117130.211150-0.1183380.1851450.1114570.2122020.1707610.054924-0.0051960.9537650.0486610.586937-0.2382730.006984
pW4-0.0389750.6725570.0724220.433792-0.1797034.953448e-02-0.0512080.580209-0.0051270.9556760.1948450.033715-0.1735820.057959-0.0039410.9660690.1808240.048107-0.0552290.5507920.1688570.0652360.1168210.205780
pW5-0.2256570.016744-0.1879240.0503670.0190108.423058e-010.1535010.111029-0.2037850.031151-0.0512440.596680-0.1031960.2789140.0351160.7169770.2640860.004899-0.0149840.8771000.0114650.904503-0.2327160.014886
pW6-0.1083790.2711140.0539080.601912-0.2296941.841829e-02-0.1237800.229546-0.0997580.3112940.2260330.026802-0.2147410.027819-0.0640340.5353770.2330830.016718-0.1393930.1755770.2398880.013709-0.0256310.804223
pW7-0.1547720.126106-0.0824270.417307-0.2231302.641962e-02-0.0801290.430453-0.0358780.7244200.3618010.000234-0.1178450.2453570.1737290.0854820.2428880.015418-0.1515820.1342020.1878220.062649-0.1076210.289007
pW8-0.5892560.598842-0.6182210.5757070.6634085.382187e-010.6357850.5613530.1104770.9295240.1465130.9063900.8636840.3363030.8814260.3131680.8689780.3295540.8863830.306420-0.7102450.497168-0.7353520.474034
\n", + "
" + ], + "text/plain": [ + " x0SALT2zspec_c_pew x0SALT2zspec_p_pew x0SALT2zspec_c_vel \\\n", + "features \n", + "pW1 -0.233196 0.011761 -0.116401 \n", + "pW2 -0.179099 0.051307 0.113937 \n", + "pW3 -0.027885 0.755648 -0.172916 \n", + "pW4 -0.038975 0.672557 0.072422 \n", + "pW5 -0.225657 0.016744 -0.187924 \n", + "pW6 -0.108379 0.271114 0.053908 \n", + "pW7 -0.154772 0.126106 -0.082427 \n", + "pW8 -0.589256 0.598842 -0.618221 \n", + "\n", + " x0SALT2zspec_p_vel x1SALT2zspec_c_pew x1SALT2zspec_p_pew \\\n", + "features \n", + "pW1 0.217456 -0.104922 2.623293e-01 \n", + "pW2 0.271592 -0.449669 2.893193e-07 \n", + "pW3 0.051887 0.010196 9.094220e-01 \n", + "pW4 0.433792 -0.179703 4.953448e-02 \n", + "pW5 0.050367 0.019010 8.423058e-01 \n", + "pW6 0.601912 -0.229694 1.841829e-02 \n", + "pW7 0.417307 -0.223130 2.641962e-02 \n", + "pW8 0.575707 0.663408 5.382187e-01 \n", + "\n", + " x1SALT2zspec_c_vel x1SALT2zspec_p_vel cSALT2zspec_c_pew \\\n", + "features \n", + "pW1 0.126876 0.178567 0.049396 \n", + "pW2 0.115630 0.264487 0.161892 \n", + "pW3 0.282839 0.001273 -0.098343 \n", + "pW4 -0.051208 0.580209 -0.005127 \n", + "pW5 0.153501 0.111029 -0.203785 \n", + "pW6 -0.123780 0.229546 -0.099758 \n", + "pW7 -0.080129 0.430453 -0.035878 \n", + "pW8 0.635785 0.561353 0.110477 \n", + "\n", + " cSALT2zspec_p_pew cSALT2zspec_c_vel cSALT2zspec_p_vel \\\n", + "features \n", + "pW1 0.598490 -0.020108 0.831832 \n", + "pW2 0.078575 0.214176 0.037147 \n", + "pW3 0.271342 -0.111713 0.211150 \n", + "pW4 0.955676 0.194845 0.033715 \n", + "pW5 0.031151 -0.051244 0.596680 \n", + "pW6 0.311294 0.226033 0.026802 \n", + "pW7 0.724420 0.361801 0.000234 \n", + "pW8 0.929524 0.146513 0.906390 \n", + "\n", + " PeakMJDSALT2zspec_c_pew PeakMJDSALT2zspec_p_pew \\\n", + "features \n", + "pW1 -0.019209 0.837833 \n", + "pW2 -0.157712 0.086710 \n", + "pW3 -0.118338 0.185145 \n", + "pW4 -0.173582 0.057959 \n", + "pW5 -0.103196 0.278914 \n", + "pW6 -0.214741 0.027819 \n", + "pW7 -0.117845 0.245357 \n", + "pW8 0.863684 0.336303 \n", + "\n", + " PeakMJDSALT2zspec_c_vel PeakMJDSALT2zspec_p_vel \\\n", + "features \n", + "pW1 -0.009360 0.921270 \n", + "pW2 -0.071800 0.489286 \n", + "pW3 0.111457 0.212202 \n", + "pW4 -0.003941 0.966069 \n", + "pW5 0.035116 0.716977 \n", + "pW6 -0.064034 0.535377 \n", + "pW7 0.173729 0.085482 \n", + "pW8 0.881426 0.313168 \n", + "\n", + " muSALT2zspec_c_pew muSALT2zspec_p_pew muSALT2zspec_c_vel \\\n", + "features \n", + "pW1 0.187218 0.044178 0.101885 \n", + "pW2 0.077515 0.402072 -0.107866 \n", + "pW3 0.170761 0.054924 -0.005196 \n", + "pW4 0.180824 0.048107 -0.055229 \n", + "pW5 0.264086 0.004899 -0.014984 \n", + "pW6 0.233083 0.016718 -0.139393 \n", + "pW7 0.242888 0.015418 -0.151582 \n", + "pW8 0.868978 0.329554 0.886383 \n", + "\n", + " muSALT2zspec_p_vel muerrSALT2zspec_c_pew muerrSALT2zspec_p_pew \\\n", + "features \n", + "pW1 0.280743 0.051067 0.586164 \n", + "pW2 0.298120 0.082022 0.375186 \n", + "pW3 0.953765 0.048661 0.586937 \n", + "pW4 0.550792 0.168857 0.065236 \n", + "pW5 0.877100 0.011465 0.904503 \n", + "pW6 0.175577 0.239888 0.013709 \n", + "pW7 0.134202 0.187822 0.062649 \n", + "pW8 0.306420 -0.710245 0.497168 \n", + "\n", + " muerrSALT2zspec_c_vel muerrSALT2zspec_p_vel \n", + "features \n", + "pW1 -0.102578 0.277467 \n", + "pW2 0.002544 0.980480 \n", + "pW3 -0.238273 0.006984 \n", + "pW4 0.116821 0.205780 \n", + "pW5 -0.232716 0.014886 \n", + "pW6 -0.025631 0.804223 \n", + "pW7 -0.107621 0.289007 \n", + "pW8 -0.735352 0.474034 " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pearson_table = pearson_table_make(sdss_combined, features)\n", + "pearson_table" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "#pearson_table = pearson_table.reset_index()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "#pearson_table = pearson_table[pearson_table.columns[1:]]\n", + "#pearson_table = pearson_table.iloc[:7,:]" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "#pearson_table" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## creating entries for heatmap" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "def heat_map_entry(table):\n", + " \"\"\"Create arrays to enter into the plot_heat_map function\n", + " Args:\n", + " table (DataFrame): The data to use\n", + " Returns:\n", + " carray_pew (array): array of c values against pew\n", + " parray_pew (array): array of p values against pew\n", + " carray_vel (array): array of c values against vel\n", + " parray_vel (array): array of p values against vel\n", + " \"\"\"\n", + " \n", + " #formatting table\n", + " table = table.reset_index()\n", + " table = table[table.columns[1:]]\n", + " table = table.iloc[:7,:]\n", + "\n", + "\n", + " # creates dfs of just c and p values and just pew and vel\n", + " ctable = table[table.columns[::2]]\n", + " ptable = table[table.columns[1::2]]\n", + " ctable_pew = ctable[ctable.columns[::2]]\n", + " ctable_vel = ctable[ctable.columns[1::2]]\n", + " ptable_pew = ptable[ptable.columns[::2]]\n", + " ptable_vel = ptable[ptable.columns[1::2]]\n", + " \n", + " #makes dfs into arrays\n", + " carray_pew = ctable_pew.to_numpy()\n", + " carray_vel = ctable_vel.to_numpy()\n", + " parray_pew = ptable_pew.to_numpy()\n", + " parray_vel = ptable_vel.to_numpy()\n", + "\n", + " return carray_pew, parray_pew, carray_vel, parray_vel" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "features = [f'pW{i}' for i in range(1, 8)]\n", + "properties = ['x0SALT2zspec','x1SALT2zspec','cSALT2zspec','PeakMJDSALT2zspec'\n", + " ,'muSALT2zspec','muerrSALT2zspec']" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# heatmap plotting functions" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "def heatmap(data, row_labels, col_labels, ax=None,\n", + " cbar_kw={}, cbarlabel=\"\", **kwargs):\n", + " \"\"\"\n", + " Create a heatmap from a numpy array and two lists of labels.\n", + "\n", + " Parameters\n", + " ----------\n", + " data\n", + " A 2D numpy array of shape (N, M).\n", + " row_labels\n", + " A list or array of length N with the labels for the rows.\n", + " col_labels\n", + " A list or array of length M with the labels for the columns.\n", + " ax\n", + " A `matplotlib.axes.Axes` instance to which the heatmap is plotted. If\n", + " not provided, use current axes or create a new one. Optional.\n", + " cbar_kw\n", + " A dictionary with arguments to `matplotlib.Figure.colorbar`. Optional.\n", + " cbarlabel\n", + " The label for the colorbar. Optional.\n", + " **kwargs\n", + " All other arguments are forwarded to `imshow`.\n", + " \"\"\"\n", + "\n", + " if not ax:\n", + " ax = plt.gca()\n", + "\n", + " # Plot the heatmap\n", + " im = ax.imshow(data, **kwargs)\n", + "\n", + " # Create colorbar\n", + " cbar = ax.figure.colorbar(im, ax=ax, **cbar_kw)\n", + " cbar.ax.set_ylabel(cbarlabel, rotation=-90, va=\"bottom\")\n", + "\n", + " # We want to show all ticks...\n", + " ax.set_xticks(np.arange(data.shape[1]))\n", + " ax.set_yticks(np.arange(data.shape[0]))\n", + " # ... and label them with the respective list entries.\n", + " ax.set_xticklabels(col_labels)\n", + " ax.set_yticklabels(row_labels)\n", + "\n", + " # Let the horizontal axes labeling appear on top.\n", + " ax.tick_params(top=True, bottom=False,\n", + " labeltop=True, labelbottom=False)\n", + "\n", + " # Rotate the tick labels and set their alignment.\n", + " plt.setp(ax.get_xticklabels(), rotation=-30, ha=\"right\",\n", + " rotation_mode=\"anchor\")\n", + "\n", + " # Turn spines off and create white grid.\n", + " #ax.spines[:].set_visible(False)\n", + "\n", + " ax.set_xticks(np.arange(data.shape[1]+1)-.5, minor=True)\n", + " ax.set_yticks(np.arange(data.shape[0]+1)-.5, minor=True)\n", + " ax.grid(which=\"minor\", color=\"w\", linestyle='-', linewidth=3)\n", + " ax.tick_params(which=\"minor\", bottom=False, left=False)\n", + "\n", + " return im, cbar\n", + "\n", + "\n", + "def annotate_heatmap(im, data=None, valfmt=\"{x:.2f}\",\n", + " textcolors=(\"black\", \"white\"),\n", + " threshold=None, **textkw):\n", + " \"\"\"\n", + " A function to annotate a heatmap.\n", + "\n", + " Parameters\n", + " ----------\n", + " im\n", + " The AxesImage to be labeled.\n", + " data\n", + " Data used to annotate. If None, the image's data is used. Optional.\n", + " valfmt\n", + " The format of the annotations inside the heatmap. This should either\n", + " use the string format method, e.g. \"$ {x:.2f}\", or be a\n", + " `matplotlib.ticker.Formatter`. Optional.\n", + " textcolors\n", + " A pair of colors. The first is used for values below a threshold,\n", + " the second for those above. Optional.\n", + " threshold\n", + " Value in data units according to which the colors from textcolors are\n", + " applied. If None (the default) uses the middle of the colormap as\n", + " separation. Optional.\n", + " **kwargs\n", + " All other arguments are forwarded to each call to `text` used to create\n", + " the text labels.\n", + " \"\"\"\n", + "\n", + " if not isinstance(data, (list, np.ndarray)):\n", + " data = im.get_array()\n", + "\n", + " # Normalize the threshold to the images color range.\n", + " if threshold is not None:\n", + " threshold = im.norm(threshold)\n", + " else:\n", + " threshold = im.norm(data.max())/2.\n", + "\n", + " # Set default alignment to center, but allow it to be\n", + " # overwritten by textkw.\n", + " kw = dict(horizontalalignment=\"center\",\n", + " verticalalignment=\"center\")\n", + " kw.update(textkw)\n", + "\n", + " # Get the formatter in case a string is supplied\n", + " if isinstance(valfmt, str):\n", + " valfmt = matplotlib.ticker.StrMethodFormatter(valfmt)\n", + "\n", + " # Loop over the data and create a `Text` for each \"pixel\".\n", + " # Change the text's color depending on the data.\n", + " texts = []\n", + " for i in range(data.shape[0]):\n", + " for j in range(data.shape[1]):\n", + " kw.update(color=textcolors[int(im.norm(data[i, j]) > threshold)])\n", + " text = im.axes.text(j, i, valfmt(data[i, j], None), **kw)\n", + " texts.append(text)\n", + "\n", + " return texts" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_heat_map(carray, parray, against):\n", + " \"\"\"plots 2 heat maps for c and p value respectively\n", + " host gal properties on vertical axis and features on horizontal\n", + " Args:\n", + " carray (array): array of c values\n", + " parray (array): array of p values\n", + " against (string): pew or vel\n", + " \"\"\"\n", + " fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(14, 5))\n", + " # 1st plot\n", + "\n", + "\n", + " im, _ = heatmap(carray, features, properties, ax=ax1,\n", + " cmap=\"coolwarm\", cbarlabel=f\"pearson correlation values for SALT2 vs. {against}\")\n", + " annotate_heatmap(im, valfmt=\"{x:.3f}\", size=10, color=('black'))\n", + "\n", + " # 2nd plot\n", + "\n", + " im, _ = heatmap(parray, features, properties, ax=ax2, vmin=0,\n", + " cmap=\"Blues\", cbarlabel=f\"p values for SALT2 vs. {against}\")\n", + " annotate_heatmap(im, valfmt=\"{x:.3f}\", size=10, threshold=0.6,\n", + " textcolors=(\"black\",\"white\"))\n", + "\n", + " plt.tight_layout()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "pearson_table.to_csv('/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution/results/pearson_table_SALT2.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "sdss_cl = sdss_combined[sdss_combined['branch_type'] == 'CL']\n", + "sdss_bl = sdss_combined[sdss_combined['branch_type'] == 'BL']\n", + "sdss_cn = sdss_combined[sdss_combined['branch_type'] == 'CN']\n", + "sdss_ss = sdss_combined[sdss_combined['branch_type'] == 'SS']" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:20: PerformanceWarning: indexing past lexsort depth may impact performance.\n" + ] + } + ], + "source": [ + "features = [f'pW{i}' for i in range(1, 9)]\n", + "bl_pearson_table = pearson_table_make(sdss_bl, features)\n", + "bl_pearson_table.to_csv('/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution/results/bl_pearson_table_SALT2.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:20: PerformanceWarning: indexing past lexsort depth may impact performance.\n" + ] + } + ], + "source": [ + "features = [f'pW{i}' for i in range(1, 9)]\n", + "cn_pearson_table = pearson_table_make(sdss_cn, features)\n", + "cn_pearson_table.to_csv('/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution/results/cn_pearson_table_SALT2.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:20: PerformanceWarning: indexing past lexsort depth may impact performance.\n" + ] + } + ], + "source": [ + "features = [f'pW{i}' for i in range(1, 8)]\n", + "cl_pearson_table = pearson_table_make(sdss_cl, features)\n", + "cl_pearson_table.to_csv('/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution/results/cl_pearson_table_SALT2.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:20: PerformanceWarning: indexing past lexsort depth may impact performance.\n" + ] + } + ], + "source": [ + "features = [f'pW{i}' for i in range(1, 8)]\n", + "ss_pearson_table = pearson_table_make(sdss_ss, features)\n", + "ss_pearson_table.to_csv('/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution/results/ss_pearson_table_SALT2.csv')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# heat maps for all SNe" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "table = pearson_table\n", + "carray_pew, parray_pew, carray_vel, parray_vel = heat_map_entry(table)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_heat_map(carray_vel, parray_vel, 'vel')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# for broad line" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "bl_table = pd.read_csv(\"/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution/results/bl_pearson_table_SALT2.csv\")\n", + "bl_table = bl_table.set_index('features')\n", + "bl_carray_pew, bl_parray_pew, bl_carray_vel, bl_parray_vel = heat_map_entry(bl_table)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_heat_map(bl_carray_vel, bl_parray_vel, 'vel BL')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# for shallow silicon" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "ss_table = pd.read_csv(\"/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution/results/ss_pearson_table_SALT2.csv\")\n", + "ss_table = ss_table.set_index('features')\n", + "ss_carray_pew, ss_parray_pew, ss_carray_vel, ss_parray_vel = heat_map_entry(ss_table)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_heat_map(ss_carray_vel, ss_parray_vel, 'vel SS')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# for cool" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [], + "source": [ + "cl_table = pd.read_csv(\"/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution/results/cl_pearson_table_SALT2.csv\")\n", + "cl_table = cl_table.set_index('features')\n", + "cl_carray_pew, cl_parray_pew, cl_carray_vel, cl_parray_vel = heat_map_entry(cl_table)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_heat_map(cl_carray_vel, cl_parray_vel, 'vel CL')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# for core normal" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "cn_table = pd.read_csv(\"/Users/emilysf098/Desktop/Research/SN-Spectral-Evolution/results/cn_pearson_table_SALT2.csv\")\n", + "cn_table = cn_table.set_index('features')\n", + "cn_carray_pew, cn_parray_pew, cn_carray_vel, cn_parray_vel = heat_map_entry(cn_table)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_heat_map(cn_carray_vel, cn_parray_vel, 'vel CN')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/spectral_filtering.ipynb b/notebooks/spectral_filtering.ipynb index 5861832..5b409d5 100644 --- a/notebooks/spectral_filtering.ipynb +++ b/notebooks/spectral_filtering.ipynb @@ -549,7 +549,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -563,7 +563,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.11" + "version": "3.7.4" } }, "nbformat": 4, diff --git a/results/bl_pearson_prop_table.csv b/results/bl_pearson_prop_table.csv index 79067b7..d48f2dc 100644 --- a/results/bl_pearson_prop_table.csv +++ b/results/bl_pearson_prop_table.csv @@ -1,2 +1,2 @@ ,zCMB_c,zCMB_p,zspecHelio_c,zspecHelio_p,logMassFSPS_c,logMassFSPS_p,logSSFRFSPS_c,logSSFRFSPS_p,ageFSPS_c,ageFSPS_p,kpc_c,kpc_p -0,0.19295085693226588,0.49083402154133954,0.19358202630128785,0.48938929555040955,-0.18301653703713505,0.6374124030068444,-0.24115773415864772,0.5319083418932845,-0.0557071641702208,0.8868073697181343,-0.414217819527564,0.26769268355862724 +0,0.18711997504610534,0.5042752891658784,0.18775194601819895,0.5028102877309519,-0.1841191861242382,0.6353505843662599,-0.23984887112748798,0.5342057264885636,-0.05575186529417114,0.886717010754672,-0.4125700147737945,0.2697938487120028 diff --git a/results/bl_pearson_table.csv b/results/bl_pearson_table.csv index 78d4c2f..3f7039d 100644 --- a/results/bl_pearson_table.csv +++ b/results/bl_pearson_table.csv @@ -1,9 +1,9 @@ -features,zCMB_c_pew,zCMB_p_pew,zCMB_c_vel,zCMB_p_vel,zspecHelio_c_pew,zspecHelio_p_pew,zspecHelio_c_vel,zspecHelio_p_vel,logMassFSPS_c_pew,logMassFSPS_p_pew,logMassFSPS_c_vel,logMassFSPS_p_vel,logSSFRFSPS_c_pew,logSSFRFSPS_p_pew,logSSFRFSPS_c_vel,logSSFRFSPS_p_vel,ageFSPS_c_pew,ageFSPS_p_pew,ageFSPS_c_vel,ageFSPS_p_vel,kpc_c_pew,kpc_p_pew,kpc_c_vel,kpc_p_vel 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+features,x0SALT2zspec_c_pew,x0SALT2zspec_p_pew,x0SALT2zspec_c_vel,x0SALT2zspec_p_vel,x1SALT2zspec_c_pew,x1SALT2zspec_p_pew,x1SALT2zspec_c_vel,x1SALT2zspec_p_vel,cSALT2zspec_c_pew,cSALT2zspec_p_pew,cSALT2zspec_c_vel,cSALT2zspec_p_vel,PeakMJDSALT2zspec_c_pew,PeakMJDSALT2zspec_p_pew,PeakMJDSALT2zspec_c_vel,PeakMJDSALT2zspec_p_vel,muSALT2zspec_c_pew,muSALT2zspec_p_pew,muSALT2zspec_c_vel,muSALT2zspec_p_vel,muerrSALT2zspec_c_pew,muerrSALT2zspec_p_pew,muerrSALT2zspec_c_vel,muerrSALT2zspec_p_vel +pW1,0.06239091600053818,0.8321964729679365,0.0237353218639607,0.9358080303932045,-0.03345601279858586,0.9096022535811709,-0.01611992872493791,0.9563817419774933,0.5377348151679565,0.04733221252986264,0.44171991173880487,0.11381255010590073,-0.3419215681345393,0.23147648716889144,-0.4531754909324363,0.10366359242581616,-0.16690197437276716,0.5684799410376182,-0.03940544168635657,0.893603788636417,-0.09549697449007333,0.7453732454152073,-0.02440084233941081,0.9340116580001014 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--git a/results/cl_pearson_prop_table.csv b/results/cl_pearson_prop_table.csv index 65e912f..81b895b 100644 --- a/results/cl_pearson_prop_table.csv +++ b/results/cl_pearson_prop_table.csv @@ -1,2 +1,2 @@ ,zCMB_c,zCMB_p,zspecHelio_c,zspecHelio_p,logMassFSPS_c,logMassFSPS_p,logSSFRFSPS_c,logSSFRFSPS_p,ageFSPS_c,ageFSPS_p,kpc_c,kpc_p -0,0.029242118764069375,0.8803080607973562,0.02971961328032409,0.8783678466425262,-0.3512064985972412,0.07853176462958221,0.3562514285826653,0.07404627014545447,-0.38317248774519336,0.05333581301576908,-0.2233954825483423,0.2726358009676913 +0,0.02375914898428442,0.9026329990218246,0.024236751369684145,0.9006852153771054,-0.3511450313457293,0.0785876624532546,0.35547080387282115,0.07472720859373815,-0.38111553904573975,0.05473732700887277,-0.22063538518888073,0.2787589101569764 diff --git a/results/cl_pearson_table.csv b/results/cl_pearson_table.csv index 6199776..a278df3 100644 --- a/results/cl_pearson_table.csv +++ b/results/cl_pearson_table.csv @@ -1,9 +1,8 @@ -features,zCMB_c_pew,zCMB_p_pew,zCMB_c_vel,zCMB_p_vel,zspecHelio_c_pew,zspecHelio_p_pew,zspecHelio_c_vel,zspecHelio_p_vel,logMassFSPS_c_pew,logMassFSPS_p_pew,logMassFSPS_c_vel,logMassFSPS_p_vel,logSSFRFSPS_c_pew,logSSFRFSPS_p_pew,logSSFRFSPS_c_vel,logSSFRFSPS_p_vel,ageFSPS_c_pew,ageFSPS_p_pew,ageFSPS_c_vel,ageFSPS_p_vel,kpc_c_pew,kpc_p_pew,kpc_c_vel,kpc_p_vel -pW1,0.03058195966119196,0.8680361933906519,-0.3157401037530582,0.08357676903942768,0.030212370961465028,0.8696173696992386,-0.31617828084042787,0.08312551034711586,-0.05204039834730429,0.7847684266000057,-0.17076343928174736,0.3757956135473375,0.22799430132790685,0.22560731964126085,0.316918980414763,0.09391765127365462,-0.11504313338536831,0.5449411916111291,-0.23213499881496738,0.2256139790808335,0.05318781796214141,0.7724973971160766,0.12005280887244747,0.520035685657885 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-pW8,,,,,,,,,,,,,,,,,,,,,,,, +features,zCMB_c_pew,zCMB_p_pew,zCMB_c_vel,zCMB_p_vel,zspecHelio_c_pew,zspecHelio_p_pew,zspecHelio_c_vel,zspecHelio_p_vel,logMassFSPS_c_pew,logMassFSPS_p_pew,logMassFSPS_c_vel,logMassFSPS_p_vel,logSSFRFSPS_c_pew,logSSFRFSPS_p_pew,logSSFRFSPS_c_vel,logSSFRFSPS_p_vel,ageFSPS_c_pew,ageFSPS_p_pew,ageFSPS_c_vel,ageFSPS_p_vel,kpc_c_pew,kpc_p_pew,kpc_c_vel,kpc_p_vel,residuals_c_pew,residuals_p_pew,residuals_c_vel,residuals_p_vel +pW1,-0.05989181186178863,0.7713335668772549,-0.3267548678651073,0.11088048848207512,-0.060016256938513424,0.7708708683203619,-0.32701698742485147,0.11057761025748362,-0.08378313997783764,0.6971089684592029,-0.2013555970142269,0.35689322085040404,0.22739995058310636,0.28523368259682774,0.3374309342349485,0.11534754685928736,-0.17098011831309298,0.4243943200000984,-0.33615406925185254,0.11681750435346304,0.03631526244082395,0.8662171123536297,-0.0030280786646950594,0.9890595287722103,0.015997086096103102,0.9381760737486744,-0.02994513142544336,0.8870075537126549 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+pW6,0.2238548740726108,0.24306641686684338,-0.2172546713521809,0.2968621937833831,0.2236646137176866,0.24347766503652393,-0.21786062525781685,0.2954836701313347,0.12284890222192953,0.5499245031928047,0.28732809549325955,0.18372621719570573,-0.2548541431972808,0.20894667964096186,-0.45577373896059936,0.028839783286373995,0.13529948381592813,0.5098921351262937,0.5903437104070293,0.003021886770588094,-0.11018018546173299,0.5920854594466984,0.38732212918012576,0.06785458059408729,-0.05210508986070013,0.7883651698089349,-0.4020138218651659,0.04635834276793991 +pW7,-0.07044396529288528,0.7216887442498651,-0.3100954150565365,0.10828856811919836,-0.07139457952060237,0.7180831401260895,-0.3114876661736531,0.10663057989600057,0.09766090081236502,0.642348283043611,0.07116656292898574,0.7353296411423539,-0.2897519724911853,0.16003910721346618,-0.04676960242749488,0.8243162298261062,0.3311853548557761,0.10584262282800536,0.17508034987115595,0.4025484886766701,0.17026286882489008,0.41581851121494395,0.08979762674518546,0.6694770687827616,0.14885834671264853,0.4496497101634749,-0.2856078195729489,0.14067560340941562 diff --git a/results/cl_pearson_table_SALT2.csv b/results/cl_pearson_table_SALT2.csv new file mode 100644 index 0000000..34206e2 --- /dev/null +++ b/results/cl_pearson_table_SALT2.csv @@ -0,0 +1,8 @@ +features,x0SALT2zspec_c_pew,x0SALT2zspec_p_pew,x0SALT2zspec_c_vel,x0SALT2zspec_p_vel,x1SALT2zspec_c_pew,x1SALT2zspec_p_pew,x1SALT2zspec_c_vel,x1SALT2zspec_p_vel,cSALT2zspec_c_pew,cSALT2zspec_p_pew,cSALT2zspec_c_vel,cSALT2zspec_p_vel,PeakMJDSALT2zspec_c_pew,PeakMJDSALT2zspec_p_pew,PeakMJDSALT2zspec_c_vel,PeakMJDSALT2zspec_p_vel,muSALT2zspec_c_pew,muSALT2zspec_p_pew,muSALT2zspec_c_vel,muSALT2zspec_p_vel,muerrSALT2zspec_c_pew,muerrSALT2zspec_p_pew,muerrSALT2zspec_c_vel,muerrSALT2zspec_p_vel +pW1,0.07188997068786646,0.7270951991729582,0.3139370011873902,0.1264482630739383,-0.10771823443836728,0.6004367945716439,0.006144966841796537,0.9767433573335977,0.17707877649995424,0.3868250003403236,0.2321462452234549,0.264145443474677,-0.013819805373125854,0.9465779004690601,0.15773606194479028,0.45142828236353166,-0.06226890775126355,0.7625086342978125,-0.3296346124641988,0.1075863067962863,0.041284791978255554,0.8412899519475334,-0.280431374874367,0.17452649131417544 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a/results/cn_pearson_prop_table.csv b/results/cn_pearson_prop_table.csv index 4254341..97710c6 100644 --- a/results/cn_pearson_prop_table.csv +++ b/results/cn_pearson_prop_table.csv @@ -1,2 +1,2 @@ ,zCMB_c,zCMB_p,zspecHelio_c,zspecHelio_p,logMassFSPS_c,logMassFSPS_p,logSSFRFSPS_c,logSSFRFSPS_p,ageFSPS_c,ageFSPS_p,kpc_c,kpc_p -0,-0.42334519493391337,0.039272220484503594,-0.42280633956209396,0.03954965377241563,-0.3735884536618025,0.0721368238284967,0.11914865053588926,0.5792174797118201,-0.1358503372590632,0.5267697609215315,0.642955760140357,0.000702368892583069 +0,-0.4261289599817851,0.037863347814960195,-0.4255908599230113,0.03813251906363028,-0.37308710527026545,0.07255031530993708,0.1189182242263302,0.5799567016868592,-0.13517482529984934,0.5288463814347144,0.6437771879197494,0.0006878357979898789 diff --git a/results/cn_pearson_table.csv b/results/cn_pearson_table.csv index 5005289..9058e5b 100644 --- a/results/cn_pearson_table.csv +++ b/results/cn_pearson_table.csv @@ -1,9 +1,9 @@ -features,zCMB_c_pew,zCMB_p_pew,zCMB_c_vel,zCMB_p_vel,zspecHelio_c_pew,zspecHelio_p_pew,zspecHelio_c_vel,zspecHelio_p_vel,logMassFSPS_c_pew,logMassFSPS_p_pew,logMassFSPS_c_vel,logMassFSPS_p_vel,logSSFRFSPS_c_pew,logSSFRFSPS_p_pew,logSSFRFSPS_c_vel,logSSFRFSPS_p_vel,ageFSPS_c_pew,ageFSPS_p_pew,ageFSPS_c_vel,ageFSPS_p_vel,kpc_c_pew,kpc_p_pew,kpc_c_vel,kpc_p_vel -pW1,0.4437696760433265,0.012395176150515516,0.2904792325713751,0.11290807755225168,0.4431806025679156,0.012525683144515099,0.2897068728978141,0.1139122750486331,0.07181989438996958,0.7010228498154825,0.09678499337616145,0.604493128287288,0.18554688720746543,0.3176299851422987,0.17613300541723653,0.34322851493614925,-0.01736795907911943,0.9261151454092381,-0.13121235947439686,0.4816889023748184,0.1558413308276617,0.4025007370186152,0.10864100472111424,0.5607307583486119 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-pW4,0.12330295546497295,0.41969435522487775,0.3169743834133532,0.038355789144146835,0.12284524119414189,0.4214355837608731,0.3164604472037252,0.03868799412698044,0.05534152692501074,0.7180453642529924,0.01483025325509501,0.9248009879313516,0.007565468987641465,0.9606617017405383,-0.0023925182760879404,0.9878514842644901,0.11567834846895272,0.44922779590095746,-0.054995322896033386,0.7261382937966993,-0.0009103539714550579,0.9952645922504537,-0.383713726259966,0.011082176897403543 -pW5,0.4717029378310603,0.0016131772609698503,0.283346508722122,0.07644021681034299,0.47171049695241674,0.0016128596041595038,0.2831326083303764,0.07667220103163701,0.015938302988486586,0.9202005757640253,0.23415193898309175,0.14587642085409686,0.041288067752152394,0.7951624602460812,0.14974313197897024,0.35640234233169643,-0.03769904758662901,0.8126344805458516,-0.08907774393769906,0.5846528710061131,-0.26190579965394445,0.09383426449264874,-0.18278417201502023,0.2589342973119026 -pW6,0.023313308931007408,0.8820343219963135,0.11360066169503706,0.4737923103765626,0.02322970852144995,0.882454375792985,0.11317650894614956,0.47545572223266114,-0.010865509185381662,0.9448683465393067,0.19182507187948297,0.22360728323791212,0.12787292698595853,0.413829689921238,-0.12779566308534224,0.4199365907892357,-0.19106507138246917,0.21970121023301462,0.1419237665210074,0.3699516855313277,0.09304732335128825,0.5528716574285941,-0.24362496235699185,0.12000507734903763 -pW7,0.3432355402063811,0.030133807095041154,0.24706028216624099,0.12944139722569886,0.3427246284401514,0.030396221391174844,0.24640827946453708,0.13048850988355642,0.1054112058803132,0.5174080595207914,0.30339023117764474,0.06044249296400988,0.16412798401710807,0.31153609275446675,-0.106668821336035,0.5180713605221886,-0.14037907881367925,0.38760348101846065,0.16108453124295688,0.3272539679806182,-0.5530011272986757,0.00021506867268451612,-0.40977836166136966,0.00957858188234697 -pW8,,,,,,,,,,,,,,,,,,,,,,,, +features,zCMB_c_pew,zCMB_p_pew,zCMB_c_vel,zCMB_p_vel,zspecHelio_c_pew,zspecHelio_p_pew,zspecHelio_c_vel,zspecHelio_p_vel,logMassFSPS_c_pew,logMassFSPS_p_pew,logMassFSPS_c_vel,logMassFSPS_p_vel,logSSFRFSPS_c_pew,logSSFRFSPS_p_pew,logSSFRFSPS_c_vel,logSSFRFSPS_p_vel,ageFSPS_c_pew,ageFSPS_p_pew,ageFSPS_c_vel,ageFSPS_p_vel,kpc_c_pew,kpc_p_pew,kpc_c_vel,kpc_p_vel,residuals_c_pew,residuals_p_pew,residuals_c_vel,residuals_p_vel +pW1,0.5118346799152376,0.02990366174706204,0.5174584280610717,0.027853129460480668,0.5106895998607155,0.030335147447676097,0.5166534964819047,0.0281397235271263,0.37098541960037734,0.12960709710090573,0.2520635162555086,0.31294809318659933,0.23139276216160043,0.3555575310053072,0.2699218840426556,0.2787045407396614,0.016275600663126194,0.9488921940761792,-0.15957253273754038,0.5270739018397774,0.23161104395109897,0.3550911065789206,0.21240025689257483,0.39746264086502714,-0.3668471372432894,0.13427681076521142,-0.2704154007146399,0.2777923035670252 +pW2,0.24075468716932108,0.2684640948041797,0.02339227356472713,0.9242713778048396,0.24042679476869355,0.2691364594372542,0.02331730447470734,0.9245134175170531,0.1889300695780844,0.38793847565863027,0.4754607321446956,0.039644542292662864,-0.1889289882118207,0.3879412419249381,-0.5209729241896309,0.022184608482166374,0.06393541679342152,0.7719534584195019,0.6993379577380492,0.0008614342819402726,-0.630279345292644,0.001265649016064883,-0.11090911359017265,0.6512543921028929,-0.5820120222151604,0.0035739322098959957,-0.28118314101266584,0.2435509657015096 +pW3,0.11546346693138486,0.5910887262736683,0.23240008973376855,0.2744846526641911,0.11552449299223483,0.5908912961084963,0.23241606003890541,0.2744507385504156,-0.26071730527540476,0.21851650727127084,0.4910856865482165,0.014816583687801357,0.048516991178751426,0.8218800900651371,-0.08931270836410322,0.6781311596801156,-0.11813305568469906,0.5824786543838207,0.22788444182302173,0.2841807336260411,0.15583652604117973,0.4671369005707624,-0.14519921662610313,0.4984338108546032,0.1491047011467681,0.4868242569521805,-0.5318514790030464,0.007475052578563555 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+pW5,0.2791955641018468,0.18643090153878578,0.2330079703164264,0.2731956508224851,0.27922672625489076,0.18637969229505644,0.2330558716241267,0.2730942406802043,-0.05016112484822532,0.815943063212449,0.1470635816814338,0.49287473439172486,0.12714550746886305,0.5538221343942362,0.056194986299769004,0.7942409566738727,-0.12012796301625284,0.5760803836324356,0.035891874636185615,0.8677634047942892,-0.15316673535778647,0.4748952067754172,-0.3035156305958889,0.14935589037735328,-0.2313217746972381,0.2767806900983734,-0.4697622501770956,0.020549395341348576 +pW6,0.12761866546827247,0.55233559438907,0.20496864662649486,0.34814643875651724,0.1273726060488506,0.5531084221011976,0.2046281106584133,0.34896540303932766,0.1564366847975188,0.465401910440171,0.16565843935341418,0.45000435037888575,-0.09816469474685902,0.6481461106805323,-0.3960474770912461,0.06137436735851889,-0.018800009577373822,0.9305192444152222,0.29114556162175026,0.17771161258753704,0.29238516269562254,0.165612402244535,-0.05779883710539912,0.7933568215862069,0.0508701508428584,0.8133857536855051,-0.1418809506582531,0.518427571822355 +pW7,0.19789623726811154,0.35395359313321145,0.02861255783965201,0.8944178599632249,0.19748981840474678,0.3549629683789848,0.02807459019595887,0.896392480467698,-0.2327381827731339,0.273767255487908,0.44530951067155056,0.0292085863227228,0.09788444069769778,0.6490876478371008,-0.27957579298242086,0.18580672591695602,-0.18496724189412958,0.3868858475831066,0.42091853155325487,0.04053381894940671,-0.1860758792416933,0.38399584811590565,-0.21657722975659943,0.30939288371975215,-0.07942054422326315,0.712207719689213,-0.43594138110814323,0.033213011537941386 +pW8,,,,,,,,,,,,,,,,,,,,,,,,,,,, diff --git a/results/cn_pearson_table_SALT2.csv b/results/cn_pearson_table_SALT2.csv new file mode 100644 index 0000000..1814e0a --- /dev/null +++ b/results/cn_pearson_table_SALT2.csv @@ -0,0 +1,9 @@ +features,x0SALT2zspec_c_pew,x0SALT2zspec_p_pew,x0SALT2zspec_c_vel,x0SALT2zspec_p_vel,x1SALT2zspec_c_pew,x1SALT2zspec_p_pew,x1SALT2zspec_c_vel,x1SALT2zspec_p_vel,cSALT2zspec_c_pew,cSALT2zspec_p_pew,cSALT2zspec_c_vel,cSALT2zspec_p_vel,PeakMJDSALT2zspec_c_pew,PeakMJDSALT2zspec_p_pew,PeakMJDSALT2zspec_c_vel,PeakMJDSALT2zspec_p_vel,muSALT2zspec_c_pew,muSALT2zspec_p_pew,muSALT2zspec_c_vel,muSALT2zspec_p_vel,muerrSALT2zspec_c_pew,muerrSALT2zspec_p_pew,muerrSALT2zspec_c_vel,muerrSALT2zspec_p_vel +pW1,-0.6806610072273488,0.0018761691116146889,-0.8101380605388917,4.590185747160514e-05,0.17880344924389613,0.4777717337019293,0.34501059155576225,0.16086569666315634,-0.3103356192427726,0.21007954107816176,-0.3870607559960883,0.11254686122507297,0.19839579738060645,0.4300029221645244,0.062810589080918,0.8044473901557728,0.5895276345358382,0.010029510638318369,0.6652524885692312,0.0025883491269059478,0.11471441683234024,0.6503664026251784,0.017227355245687782,0.9459075664864582 +pW2,-0.4490567177452209,0.0315957534146825,0.14601540481712882,0.5508622217690345,-0.5014032770365711,0.014791142924387763,-0.3912441542975126,0.09763806166237725,0.14675099048587123,0.5040205954446219,0.34409230299701676,0.14915399887601596,0.05076751020044239,0.8180585476679662,0.20129355243068792,0.40859981080584856,0.24635439455603964,0.2571465820243195,-0.13901580487568693,0.5703161609329639,-0.07845011098025506,0.721989311696999,0.31624635118694167,0.1871486646518812 +pW3,0.2221820829435176,0.29672893325280303,-0.5712544959325168,0.0035482483380444977,0.17719616902154567,0.4074871778649048,0.33490112164891805,0.10967002062668275,-0.5286583083560275,0.007910295267709335,-0.2672021185178817,0.20686266117430172,-0.20467096250274108,0.3373773173108416,0.30621138572221496,0.14559533007910055,0.08229507827958965,0.7022468926322629,0.37188386897958203,0.07355005138415566,0.06551097274225637,0.7610281774235356,-0.49274372519547627,0.014432323837185946 +pW4,0.22698686131936097,0.28613338765086066,0.10874764276185139,0.6213624576159942,0.12393586467836096,0.5639537802494142,-0.4304801552279478,0.04031684965547094,-0.3395929505076138,0.10447956961893493,0.22899027680195216,0.29325729871418954,-0.35753245223912317,0.08629666304264355,0.11562249362218133,0.5993394223883343,0.20183701109226743,0.3442540435489492,-0.23652959238586618,0.2772098564832668,0.3787941496350912,0.06794868032031515,-0.04661270442357418,0.8327354279808287 +pW5,-0.36619866369383935,0.07841595972596622,-0.5193550828181271,0.009300182658237411,0.44624183523437744,0.028832184779746688,0.2617924869207787,0.21655461694985184,-0.3817789834868058,0.06563263255029897,-0.10676333757726694,0.6195182503573415,0.0347262992141341,0.8720227218346778,0.013377436995971118,0.9505311482700523,0.39928779578731166,0.05324235595704957,0.32699504459942136,0.11884107262178681,-0.3952640483404021,0.0559145766613857,-0.4147709414337282,0.04387303402299379 +pW6,0.16076343461798637,0.4529929263173613,-0.03413968645213119,0.8771033846836239,-0.21837499288212614,0.30529527203705714,-0.15706009228859458,0.4741832409619201,-0.051063478495288236,0.8126887807477509,0.1443234575375093,0.5111773755126734,0.3358048309766482,0.10865583242388711,-0.009685836736859535,0.9650143763481299,0.022113759610704525,0.9183092378349911,0.06256267611284608,0.7767279954681474,0.35907769446803045,0.0848496400798999,0.3171696733370547,0.1403062047633281 +pW7,-0.2630283559874055,0.21431412173295972,-0.3101122879706115,0.14027365555692886,0.08891986357911386,0.6794733397073743,-0.15463866527611836,0.4706097255211144,-0.20905795308612354,0.32689536187559526,0.25149022845462465,0.23584135918396354,0.1354040212736221,0.5281413661489013,0.1551975490499291,0.4689877688931566,0.3053512609067155,0.14678779914818982,0.039211696510137534,0.8556518372793795,-0.2734229347311734,0.1960844584707839,-0.1635668718307097,0.44504653493741225 +pW8,,,,,,,,,,,,,,,,,,,,,,,, diff --git a/results/pearson_prop_table.csv b/results/pearson_prop_table.csv index 93776f4..8005936 100644 --- a/results/pearson_prop_table.csv +++ b/results/pearson_prop_table.csv @@ -1,2 +1,2 @@ ,zCMB_c,zCMB_p,zspecHelio_c,zspecHelio_p,logMassFSPS_c,logMassFSPS_p,logSSFRFSPS_c,logSSFRFSPS_p,ageFSPS_c,ageFSPS_p,kpc_c,kpc_p -0,-0.11652131261047183,0.18849963722592653,-0.11628320952271248,0.18941051182618426,-0.1615083691341344,0.08602981165634992,0.14387718564842517,0.12670734669613626,-0.145767843825343,0.12174261981187917,0.2310973589656063,0.0133671139351651 +0,-0.12057243849115103,0.17348795810987147,-0.12033441915553214,0.17434477887164623,-0.1615585477181327,0.08593105679873354,0.1434975110593457,0.12772283247453795,-0.14470744598201238,0.12450832999864492,0.2321270512544583,0.012949001708128585 diff --git a/results/pearson_table.csv b/results/pearson_table.csv index 9b477cd..5dff6fe 100644 --- a/results/pearson_table.csv +++ b/results/pearson_table.csv @@ -1,9 +1,9 @@ -features,zCMB_c_pew,zCMB_p_pew,zCMB_c_vel,zCMB_p_vel,zspecHelio_c_pew,zspecHelio_p_pew,zspecHelio_c_vel,zspecHelio_p_vel,logMassFSPS_c_pew,logMassFSPS_p_pew,logMassFSPS_c_vel,logMassFSPS_p_vel,logSSFRFSPS_c_pew,logSSFRFSPS_p_pew,logSSFRFSPS_c_vel,logSSFRFSPS_p_vel,ageFSPS_c_pew,ageFSPS_p_pew,ageFSPS_c_vel,ageFSPS_p_vel,kpc_c_pew,kpc_p_pew,kpc_c_vel,kpc_p_vel -pW1,0.16935918986437984,0.02866995369060065,-0.026065576552535694,0.7396404798736288,0.16894301006642057,0.029069724760902218,-0.026564783342416555,0.7348384005548333,0.0483979005987992,0.5564403493019292,-0.05036405777469219,0.5432563996670058,0.1494699786731038,0.06791335563393436,0.29017364642174137,0.00034693440633282684,-0.09036516120613493,0.2714471920322106,-0.25123509019024537,0.002069668140161165,0.09559562703569076,0.21910724027969455,-0.009368053643955012,0.9049405373735296 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+features,x0SALT2zspec_c_pew,x0SALT2zspec_p_pew,x0SALT2zspec_c_vel,x0SALT2zspec_p_vel,x1SALT2zspec_c_pew,x1SALT2zspec_p_pew,x1SALT2zspec_c_vel,x1SALT2zspec_p_vel,cSALT2zspec_c_pew,cSALT2zspec_p_pew,cSALT2zspec_c_vel,cSALT2zspec_p_vel,PeakMJDSALT2zspec_c_pew,PeakMJDSALT2zspec_p_pew,PeakMJDSALT2zspec_c_vel,PeakMJDSALT2zspec_p_vel,muSALT2zspec_c_pew,muSALT2zspec_p_pew,muSALT2zspec_c_vel,muSALT2zspec_p_vel,muerrSALT2zspec_c_pew,muerrSALT2zspec_p_pew,muerrSALT2zspec_c_vel,muerrSALT2zspec_p_vel +pW1,-0.23319572582903847,0.011761211223499162,-0.11640078642384356,0.21745606356912853,-0.1049219147894805,0.26232930791120246,0.126876030796359,0.1785673934497394,0.049396190187130415,0.5984899039626932,-0.020108206968847117,0.831832220891039,-0.019209078515191977,0.8378327305651679,-0.009359631379215149,0.9212698000591407,0.18721816934109892,0.044178316086974784,0.10188460139942769,0.2807433208195564,0.0510665445272201,0.5861644806818631,-0.10257774827908964,0.27746650767769937 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-0,-0.06902555293635199,0.7270794843806649,-0.06867666995699677,0.7284073914971022,-0.0519964871230222,0.7967379544800091,0.23906312829633308,0.22977516098697645,-0.1194574071298728,0.5528607324283804,-0.020322546159051862,0.9198581847003056 +0,-0.07204764416884052,0.7156095315534022,-0.07169880809516857,0.7169304678861828,-0.05235875239063568,0.7953512652491612,0.23839739650374622,0.23111420154573287,-0.11861480343231937,0.5556850714718138,-0.02064508404957665,0.9185903782490054 diff --git a/results/ss_pearson_table.csv b/results/ss_pearson_table.csv index 1fc500e..48bea7c 100644 --- a/results/ss_pearson_table.csv +++ b/results/ss_pearson_table.csv @@ -1,9 +1,8 @@ -features,zCMB_c_pew,zCMB_p_pew,zCMB_c_vel,zCMB_p_vel,zspecHelio_c_pew,zspecHelio_p_pew,zspecHelio_c_vel,zspecHelio_p_vel,logMassFSPS_c_pew,logMassFSPS_p_pew,logMassFSPS_c_vel,logMassFSPS_p_vel,logSSFRFSPS_c_pew,logSSFRFSPS_p_pew,logSSFRFSPS_c_vel,logSSFRFSPS_p_vel,ageFSPS_c_pew,ageFSPS_p_pew,ageFSPS_c_vel,ageFSPS_p_vel,kpc_c_pew,kpc_p_pew,kpc_c_vel,kpc_p_vel -pW1,0.08387543522169152,0.6166141057050809,0.018350817216495476,0.9141532314039905,0.08283560270515736,0.6210050852794082,0.017344396429048444,0.9188453442232059,-0.06962576484220592,0.6821886156238037,-0.19900183272077834,0.24460436662233265,0.09688368181990754,0.5683805486255336,0.5200467390373557,0.0011501766121385,-0.17980272917113885,0.2869359377551709,-0.516158024281817,0.0012710987914737084,0.29482283284683464,0.07235536414328499,0.07173678202068132,0.6730795740193203 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+features,x0SALT2zspec_c_pew,x0SALT2zspec_p_pew,x0SALT2zspec_c_vel,x0SALT2zspec_p_vel,x1SALT2zspec_c_pew,x1SALT2zspec_p_pew,x1SALT2zspec_c_vel,x1SALT2zspec_p_vel,cSALT2zspec_c_pew,cSALT2zspec_p_pew,cSALT2zspec_c_vel,cSALT2zspec_p_vel,PeakMJDSALT2zspec_c_pew,PeakMJDSALT2zspec_p_pew,PeakMJDSALT2zspec_c_vel,PeakMJDSALT2zspec_p_vel,muSALT2zspec_c_pew,muSALT2zspec_p_pew,muSALT2zspec_c_vel,muSALT2zspec_p_vel,muerrSALT2zspec_c_pew,muerrSALT2zspec_p_pew,muerrSALT2zspec_c_vel,muerrSALT2zspec_p_vel +pW1,-0.05034581662072904,0.8030640057301924,0.0266395929231302,0.89721694472877,-0.41130956120514883,0.03305120908439292,-0.03135320001917907,0.8791514685308339,-0.07384438183398137,0.7143273374944129,0.17559640027063256,0.3908761160255563,0.4230262458538398,0.02791426708824384,0.1708562327806906,0.4039910498614506,0.010682067453339612,0.9578270815987658,-0.001168687095747939,0.9954791597435304,-0.13205085461468274,0.5114554676984098,-0.12805114456151243,0.5330229919439257 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52ef3a45f6f477fe2634705f0bdde44ff5f38639 Mon Sep 17 00:00:00 2001 From: Your Name Date: Wed, 3 Aug 2022 13:52:16 -0400 Subject: [PATCH 2/2] adds salt2 vs feat measurement scatterplots --- notebooks/host_gal_histograms.ipynb | 4 +- notebooks/host_galaxy_trends.ipynb | 4 +- notebooks/phase_evolution.ipynb | 4 +- notebooks/salt2_trends.ipynb | 600 ++++++++++++++++++++++++++++ 4 files changed, 606 insertions(+), 6 deletions(-) create mode 100644 notebooks/salt2_trends.ipynb diff --git a/notebooks/host_gal_histograms.ipynb b/notebooks/host_gal_histograms.ipynb index 2dfa672..21e822b 100644 --- a/notebooks/host_gal_histograms.ipynb +++ b/notebooks/host_gal_histograms.ipynb @@ -384,7 +384,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -398,7 +398,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.11" + "version": "3.7.4" } }, "nbformat": 4, diff --git a/notebooks/host_galaxy_trends.ipynb b/notebooks/host_galaxy_trends.ipynb index 8ed823a..bcc76fe 100644 --- a/notebooks/host_galaxy_trends.ipynb +++ b/notebooks/host_galaxy_trends.ipynb @@ -787,7 +787,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -801,7 +801,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.11" + "version": "3.7.4" } }, "nbformat": 4, diff --git a/notebooks/phase_evolution.ipynb b/notebooks/phase_evolution.ipynb index f981ab4..653f7ac 100644 --- a/notebooks/phase_evolution.ipynb +++ b/notebooks/phase_evolution.ipynb @@ -285,7 +285,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -299,7 +299,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.11" + "version": "3.7.4" } }, "nbformat": 4, diff --git a/notebooks/salt2_trends.ipynb b/notebooks/salt2_trends.ipynb new file mode 100644 index 0000000..617932d --- /dev/null +++ b/notebooks/salt2_trends.ipynb @@ -0,0 +1,600 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'ndofSALT2zspec' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'ndofMLCS2k2zspec' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'lcqualityIaPSNIDzspec' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'lcqualityIbcPSNIDzspec' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'lcqualityIIPSNIDzspec' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'NnnPSNIDzspec' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'SNIbctypePSNIDzspec' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'SNIItypePSNIDzspec' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'ndofSALT2flat' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'lcqualityIaPSNIDflat' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'lcqualityIbcPSNIDflat' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'lcqualityIIPSNIDflat' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'NnnPSNIDflat' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'SNIbctypePSNIDflat' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'SNIItypePSNIDflat' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'objIDHost' from integer to float\n", + " from ipykernel import kernelapp as app\n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:15: TableReplaceWarning: converted column 'Notes' from integer to float\n", + " from ipykernel import kernelapp as app\n" + ] + } + ], + "source": [ + "from collections import OrderedDict\n", + "from pathlib import Path\n", + "from warnings import warn\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "from astropy.cosmology import WMAP9 as wmap9\n", + "from matplotlib.ticker import MultipleLocator\n", + "from scipy.stats.stats import pearsonr\n", + "from sndata.csp import DR3\n", + "from sndata.sdss import Sako18Spec\n", + "from sndata.utils import convert_to_jd\n", + "\n", + "from utils import read_in_pipeline_result, proposed_cutoff, feature_alias\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "DR3().download_module_data()\n", + "Sako18Spec().download_module_data()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'ndofSALT2zspec' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'ndofMLCS2k2zspec' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'lcqualityIaPSNIDzspec' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'lcqualityIbcPSNIDzspec' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'lcqualityIIPSNIDzspec' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'NnnPSNIDzspec' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'SNIbctypePSNIDzspec' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'SNIItypePSNIDzspec' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'ndofSALT2flat' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'lcqualityIaPSNIDflat' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'lcqualityIbcPSNIDflat' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'lcqualityIIPSNIDflat' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'NnnPSNIDflat' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'SNIbctypePSNIDflat' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'SNIItypePSNIDflat' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'objIDHost' from integer to float\n", + " \n", + "/opt/anaconda3/lib/python3.7/site-packages/ipykernel_launcher.py:2: TableReplaceWarning: converted column 'Notes' from integer to float\n", + " \n" + ] + } + ], + "source": [ + "results_dir = Path('.').resolve() .parent / 'results'\n", + "sdss_final = read_in_pipeline_result(results_dir / 'final_sdss.csv', 'sdss', drop_flagged=True)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Functions" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def create_corner_hist_figure(\n", + " num_subfigs=8, subfigs_per_row=2, fig_size=(6.5, 9), xlabel=None, ylabel=None, vspace=.15, hspace=.15\n", + "):\n", + " \"\"\"Create a figure containing axes for multiple scatter plots with bordering histograms\n", + " \n", + " Args:\n", + " num_subfigs (int): Number of axes to make for scatter plots\n", + " subfigs_per_row (int): Number of Scatter plot axes per row\n", + " fig_size (Tuple): The size of the figure\n", + " x_label (str): x-label to use for the figure\n", + " ylabel (str): y-label to use for the figure\n", + " \n", + " Returns:\n", + " The matplolib figure\n", + " An array of axes for scatter plots\n", + " An array of axes for x-axis histograms\n", + " An array of axes for y-axis histograms\n", + " \"\"\"\n", + " \n", + " # Calculate the number and relative width of each column\n", + " columns_per_feature = 3\n", + " num_columns = (subfigs_per_row * columns_per_feature) - 1\n", + "\n", + " histogram_width = .5\n", + " width_ratios = np.ones(num_columns)\n", + " width_ratios[2::3] = hspace\n", + " width_ratios[1::3] = histogram_width\n", + " width_ratios /= sum(width_ratios)\n", + "\n", + " # Calculate the number and relative height of each row\n", + " rows_per_feature = 3\n", + " num_rows = int(np.ceil(num_subfigs / subfigs_per_row * rows_per_feature)) - 1\n", + "\n", + " spacer_height = .15\n", + " histogram_height = .5\n", + " height_ratios = np.ones(num_rows)\n", + " height_ratios[0::3] = histogram_height\n", + " height_ratios[2::3] = vspace\n", + " height_ratios /= sum(height_ratios)\n", + "\n", + " # Create all subplots. We'll go in and hide the spacer subplots after\n", + " fig, axes = plt.subplots(\n", + " num_rows, num_columns,\n", + " figsize=fig_size,\n", + " gridspec_kw={'width_ratios': width_ratios, 'height_ratios': height_ratios, 'hspace': 0, 'wspace': 0})\n", + "\n", + " # Hide spacer columns\n", + " for axis in axes[:, 2::columns_per_feature].flatten():\n", + " axis.set_visible(False)\n", + "\n", + " # Hide spacer rows\n", + " for axis in axes[2::rows_per_feature].flatten():\n", + " axis.set_visible(False)\n", + "\n", + " # Hide axes in the corner formed by histogram subplots\n", + " for axis in axes[0::rows_per_feature, 1::columns_per_feature].flatten():\n", + " axis.set_visible(False)\n", + "\n", + " scatter_axes = axes[1::rows_per_feature, 0::columns_per_feature].flatten()\n", + " vertical_hist = axes[1::rows_per_feature, 1::columns_per_feature].flatten()\n", + " horizontal_hist = axes[0::rows_per_feature, 0::columns_per_feature].flatten()\n", + " for sax, vax, hax in zip(scatter_axes, vertical_hist, horizontal_hist):\n", + " sax.sharex = hax \n", + " sax.sharey = vax \n", + " \n", + " # Assign labels\n", + " for axis in axes[1::rows_per_feature, 0].flatten():\n", + " axis.set_ylabel(ylabel)\n", + " \n", + " for axis in axes[-1, 0::columns_per_feature].flatten():\n", + " axis.set_xlabel(xlabel)\n", + " \n", + " \n", + " return fig, scatter_axes, horizontal_hist, vertical_hist\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "def plot_scatter_hist(data, features, xcol, ycol, yerrcol=None, xlabel=None, ylabel=None, figsize=None):\n", + " \"\"\"Create scatter plots with bordering histograms\n", + " \n", + " One scatter plot is created for each of the specified features\n", + " \n", + " Args:\n", + " data (DataFrame): The data to plot\n", + " features (List[str]): The feature ids to plot\n", + " xcol (str): Name of the column to plot along the x-axis\n", + " ycol (str): Name of the column to plot along the y-axis\n", + " xlabel (str): Optional x label (defaults to same value as xcol)\n", + " ylabel (str): Optional x label (defaults to same value as ycol)\n", + " \"\"\"\n", + " \n", + " fig, *axes = create_corner_hist_figure(\n", + " num_subfigs = len(features), \n", + " fig_size=figsize or (10, 20),\n", + " vspace=.2,\n", + " xlabel=xcol if xlabel is None else xlabel,\n", + " ylabel=ycol if ylabel is None else ylabel\n", + " )\n", + " \n", + " # Create a copy of the plotting data with a new column for the color of the plotted data\n", + " color_mapping = dict(BL='red', SS='green', CL='blue', CN='black', unknown='grey')\n", + " color_data = data.copy()\n", + " color_data['color'] = color_data['branch_type'].fillna('unknown').map(color_mapping)\n", + "\n", + " for feat, scatter_ax, horizontal_ax, vertical_ax in zip(features, *axes):\n", + " feat_data = color_data.loc[feat]\n", + " x = feat_data[xcol]\n", + " y = feat_data[ycol]\n", + " c = feat_data['color']\n", + " \n", + " scatter_ax.scatter(x, y, s=8, c=c, alpha=0.7)\n", + " horizontal_ax.hist(x)\n", + " vertical_ax.hist(y, orientation='horizontal')\n", + " if yerrcol:\n", + " scatter_ax.errorbar(x, y, feat_data[yerrcol], linestyle='', ecolor=c, alpha = 0.3)\n", + " \n", + " # To do a stacked histogram, use:\n", + " #hist_data = feat_data.reset_index().pivot(columns='branch_type')\n", + " #hist_data[xcol].plot(kind='hist', ax=horizontal_ax, stacked=True, legend=False)\n", + " #hist_data[ycol].plot(kind='hist', ax=vertical_ax, stacked=True, legend=False, orientation='horizontal')\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# x0" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# pew\n", + "features = [f'pW{i}' for i in range(1, 9)]\n", + "plot_scatter_hist(\n", + " sdss_final, \n", + " features, \n", + " 'x0SALT2zspec', \n", + " 'pew', \n", + " 'pew_samperr')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# velocity\n", + "plot_scatter_hist(\n", + " sdss_final, \n", + " features, \n", + " 'x0SALT2zspec', \n", + " 'vel', \n", + " 'vel_samperr')\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# x1" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# pew\n", + "features = [f'pW{i}' for i in range(1, 9)]\n", + "plot_scatter_hist(\n", + " sdss_final, \n", + " features, \n", + " 'x1SALT2zspec', \n", + " 'pew', \n", + " 'pew_samperr')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n" + ] + }, + { + "data": { + "image/png": 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4Mfv27WPVqlU88MADWCwWLBYLDz74ICtXrmT//v18/vnn7N+/H4C5c+fy2GOPceTIEXx8fFi4cGGL36NovJaYtXo5cBewRym1y1r2J2AB8IVSajZwAphi3bYCmIDxybcIuBtAa52tlPorRtZ0gOe01tnWnx8APgZcMGardrgZq2+++SabNm3C09OzzQdyDg4ODBw4kC1btmAymRgwYIBN6/PTTz/xySefEBUVRf/+/QF48cUXmTdvHlOmTGHhwoV07dqVL774AoAJEyawYsUKIiIicHV15aOPPgLA19eXp59+msGDBwPwzDPPVLUMvfvuu8ycOZPi4mKuvfbac85YFU3LbDaTnZ3Nli1b2L59O1OmTDn3QRfp7LVWm/2Cot0YOXIkx48fr1F2zTXXVP08bNgwliwxGoWXLVvGtGnTcHJyolu3bkRERLBt2zYAIiIiCA8PB2DatGksW7aMXr16sWHDBj777DPAmMj17LPPcv/997fAnYkL0eyBnNb6R6C+wUNj69hfAw/Wc64PgQ/rKI8H+tY+ouNwc3Pjuuvaz3Tu6OhofHx8sLe3pym7wS/EFVdcUW9et/Xr19cqU0rxzjvv1Ln/rFmzmDVrVq3y6Oho9u7de3EVFRcsJCSEm2++GaUUQ4YMwc7ODoznY0PrptZVnoUx095kbZWTdVZFi/vwww+ZOnUqYEy+GjZsWNW26pOpzp58tXXrVrKysvD29sZkMtXa/2yxsbHExsYCyOQrG2ova63azIYNG5g7dy6vvvoqWVlZtq5Ou5Gfn096ejr5+flYLBZbV0e0czfeeCMbN24EjG5W65ggM8ZQj2lKKSelVDeM/JbbqGc9VesH0Y3AZOupqw8bEaLZvfDCC5hMJu64445mv5ZMvmodJJC7CMXFxTz11FMUFhayd+/eqk8m4uJUVFSwfPlyduzYwaZNm2qsjFC5fdWqVXzyySccPHjQRrUUbdVtt93G8OHDOXToECEhISxcuJBZs2Zx7Ngx+vbty7Rp06rGPlrXSP0C2A+sAh7UWlusrW2V66keAL6otp7qXOBxpdQRjDFzMsBItIiPP/6Y5cuX8+mnn1bNoj/fyVd+fn7k5uZWZQuQyVetX7tZa9UWtNZoratST0jLUdMwm82cOXMGZ2dnysrKarV0Hj16lISEBBwcHPjhhx8IDAzEx8fHRrUVbc3nn39eZ/m///3vOsu11i8AL9RRXud6qlrrYxizWoVoMatWreKVV17hu+++w9XVtap84sSJ3H777Tz++ONVmQCGDBmC1pqEhAQSExMJDg5m8eLFfPbZZyilGD16NEuWLKn6UCOTr1o3aZG7CK6urjz77LOYTCYiIiKYM2eOravULjg6OtK3b19KS0urguRx48Zxyy23kJCQQHl5OVrrqjEc5eXlNq6xEEK0nLpalR966CEKCgqIiYmhf//+3HfffQD06dOHKVOm0Lt3b8aPH88777yDvb09JpOJt99+m3HjxtGrVy+mTJlCnz59AHj55Zd5/fXXiYiIICsri9mzJRVia6Y66uLc0dHRuqnyk1XmkBshCxU2Ga01Z86cwdHRkWuvvZacnBzKysq4/PLLefvtt/nvf/9LdnY2/fr144orrmiRZLytjVNQJEEz3mz0/rK24flRSu3QWke3xLWa8nl0IWStVXGx5HnU/Op7JknXqmiVlFJ4eHgARgud2WzGYrHg4OCAo6Nj1UzSLl26VB1jsVjYuXMnubm5XHbZZdWTulbRWrNt2zays7O58sorcXd3b7F7EkIIIZqaBHKi1fvb3/7GSy+9hJubG3/605+AmtPmK+3evZstW7ZgZ2dHSkoKd9xxBw4ODjX2+eqLL3jpmWfQ9vb0iY4mLi6uQ7bmCSGEaB8kkBOt0nfHv+OpDU/h5+LH+xPfr0pO2ZCCggKUUjg5OVFWVkZ5eXnNQE5rfnzxRYKPH8dVKfaXlnLmzJmqlr/2Lmzety16Pek6EULUp6HnkTw7zo9MdmgCI0aMaLbxcemF6RzKPESFrmiW87dGZZYynlz/JIVlhRzMOsg7235LrltUVMQ333zDsmXLKCwsrHFcVFQUTk5OlJSUEBUVVWPmFgClpYwrLKSTgwOuSjHY2ZmkJHeuvhquuQaOHGmJuxNCCCGajrTItTLl5eVUVFTg5OTE1uStPLb6McwVZmK6x/D86Oc7RDeg1hqNrvNeN2zYwIkTJ1BKsW7duhrT4n18fJg9ezbl5eVVi5/X4OTE+DFj6LlmDfla0+NPf2LaU4q0NLBYYP58+OQTY9dySzkmO1OHeL+FEEK0XdIi14qcPHmS999/nw8++IADBw7wxf4vKCgtwGRnYvWR1RSUFdi6ii3C6dgJ/vGjF5fuPU2EdzgPDH6galtBQQGOjo44ODhQUFDz/aioqODgwYPs2rWL3Nzc2idWCt56i7APPqDfkiU43X47FotRbGdnBHMAH/7yIf3e68fwhcM5nnu8+W5UCNGsNidtZnPSZltXQ4hmJYFcK7Jt2zbs7OxwdHRky5YtRAVEYbIzUWwuJtgjGDcHN8CYnbl06VI++OADdu3aVe86oG1SWRncfz/RW06weLU7356ZRKB7YNXmYcOGUVJSQnFxcY31AwH27dvH+vXr2bZtG//73/+qMpPX4OwMV18NgweDUjz/PHh7g78//OUvkF+az3vx7+Hl7EVeaR4f/lJraV8hhBCi1ZCu1VbEy8uL1NRUzGYzvr6+3NjvRjq5dCKtMI0betyAvZ09AAkJCZw8eRJnZ2e2b99OSEgInTp1qjpPYSHcey8cPw5//CPcdJONbqghZWXw8ceQmAh33AF9+xrlxcWQn29EV7m5UG0JGYDTp09XraBx+vRpIiIiqrZlZ2djZ2eHs7MzxcXFlJaWViUNrk+/fvD997+9LjE74mpyJbs4G0uFhU6uneo/WAghhLAxCeRakSuvvBI3NzfKy8sZOHAg9nb2XN/j+jr3rVzxoC7/+Q/Ex4OHB7z0kpHkMzCwzl1t59NP4dVXwcHByEa6YgW4uYGXF9x+O8TGgqsrTJ9e47Bjx47h7u6OUopjx45xxRVXVG3r1asXBw4coKSkhJ49e9ae7NAIziZn3rr2LWJ3xBLqFcrsAS2X0byya9jR0ZGA0ACcTc442ju22PWFEEK0PRLItSLOzs6Nmv0aERHB/v37ycrKYsCAAfj5+dXYXmGd4FoZ51W0xgmvp06BvT14ehqtcIWFRiAH8NhjcPfd4OICZ01a6NatGzt37gSgZ8+eNbYFBAQwc+ZMSkpK8PLyOudEBXOFma3JW3G0dyT6kuiq/S/rfBnvXPdOg8c2Na01a9as4ejRo+ws3cn39t/j5ezFZ5M/41K/S1u0LkIIIdoOCeTaIJPJxM0331zv9ilTYOVKOHnSiImCglqwco11222wbBnk5KDvvptD2dlkHDpEWPcwUipSCHALINwpvNZhw4cPJyQkBKDqe3XOzs44Ozs3qgp//e6v/GfffwB4fNjjzIk+/7Vytdbs37+fxMREwsPD6d2793mfA4xJHElJSeAIe3L24OjmSKG5kLhdcbwwttZ67UIIIQQggVy75OkJ//2vrWtxDuHh8NNPUFTEscxM1q5YgVKKFVtWsNxpORZ7C+/f8D6Xd7m8xmFKqRrLcjVW5cy1EaG/tXiuS1yHl7MXZouZ1cdWX1Agd+rUKTZu3IjJZOLUqVP4+vrSuXPn8z6Ps7MzTk5OFOYW4qgcydJZ2FfYE+JZO1gVQgghKsmsVXHRVh1ZxZi4MUxbMo2U/JTGH+jgAF5e5OXlAWByNFFcXkwnx04oFGuPrSWvJI9Pd3/KsoPLMFeYjfF0mxufTmD//v188sknbN68mdLS0hrbRnUdRV5JHoXlhYwJG9P4eldTec7KFSRKSkou6DyOjo5MnDiRnpf25JHBjzAibATXX3o9dw+4+4LOJ4QQomOQFrk2KikpiczMTLp06VJrjFxLKrOU8eymZzFXmDlVcIq3t7/NS2NfOq9zREREsGPHDkpLSzG7mUktTwUFQ4KH8PDKh/k5+WfQcDzvOI8wGBqZbqWwsJCffvoJrTUpGSn4+PgwOmJ01fZnRz3L1eFX42jvWKOlruY54LXXjBnA999vZC2prkuXLoSFhZGSkkJISEid3b2N5e3tzfjx4wG4lVsv+DxCCCE6Dgnk2qCUlBRWrlyJ1ppdu3YxZcoU3ConCrQwhcLBzoEScwkVugJn+8aNT6vO09OTmTNnUlxcjNlkJuZkDEEeQQy+ZDDPbHwGPxc/is3F/HJ8K3y8yoiqHnzQ+DqPlRdKLCWcOXOGrKwsOnXqhJubG6O7jW7wmIUL4d//NtLPPfoorFnz25wMMMYrXnfddVgslnOmOjmX48ePAxAWFnZR5xFCCNFxSNdqG5SdnU1paSkODg5YLJZaKxxoDd9+C2+9BUePNm9dHOwdeG3ca/Ts1JMJkRN4aMhD53X8qVOneP/994mLi6O4uBhfV18m9ZzEkOAhKKWY3HsyuaW5lFnKmJbZ2bghLy+Ii4MTJ2qf8PRpyMkBwM3NjSuuuAI7Fzs2spG/H/47N8beyIrVK1iyZAlnzpw5Z/0KCoxVH1xcoLzc+DqbUuqig7ikpCRWrlzJihUrONrc/2gd3KxZswgICKBvZe7Cal577TWUUmRmZgKgDG8ppY4opXYrpQZW7quUmqGUSrB+zahWPkgptcd6zFtK1nkTQjQjCeTaoC5duuDp6UlFRQXe3t5VyYALC42JoC++CH/+MyxaZCQGLmjmlb2GBA9h8eTFvDn+Tfxcz6+bd9OmTVgsFsrLy/m+emZeq7mXz2Xp1KWsvnM14/2GGIUlJUZ0dfbs1Pffh9Gj4cor4YcfACO3nP9gf4odinE3uZNflE+GJYOysjLS0tLOWb+ZM40cfPn58NBDRp7i5vDzzz9XBYSbz2MMoDh/M2fOZNWqVbXKk5KSWLNmzdmTaa4FIq1fc4D3AJRSvsBfgKHAEOAvSikf6zHvAfdWO25889yJEEJI12qb5OXlxdSpU1m/vggPD8+q1qA//AG2bYP0dGPhhIgIOHMGMjON5MCtkclkqlqpoXLCQHVKKXp06mG8uPlm2LTJWA3iD3+A6rNDtTYCOS8vIy/dwoVGQAfG6gwKSnQJJfYl2GOPyWSqsRpGfYKD4bvvjNM3Z7uKu7s76enpRn0bUa+2IGzet+d9zPEF1zVDTWoaOXJkVTd2dY899hivvPIKkyZNql48CVikjXXwtiilvJVSQcAoYK3WOhtAKbUWGK+U2gR4aq23WMsXATcCK5vthoRoZy7k2dFcWuKZdLEkkGujnJ2d8fH5rUVKa2M1BycnI2jLyQGzGYYNgwvI1tFixo4dy48//oidnR0jR45seGdHx99WehgxguJi4x49PDCirPBwsCYLJjKy6rARoSO4q99d7Evfx20jb6OHUw8CAwPx8vJqdD2bu3Ns1KhRlJWVobVm7NixzXsxUcuyZcsIDg7msssuO3tTMFB9nbhka1lD5cl1lAshRLOQQK6NSk+Hf/zDaHz629+MuOX6642xcR4e8NRTxtJcXbsaCyi0Vn5+fme3gDTKzz/DnDlGIPfcc3DrrRiDAl94wZiN8Ic/VO2rlGJMtzEMDxnOsZxjFNsVM8VrShPexcVzdXVl0KBBgDH5Q7ScoqIiXnzxRdasWdOi11VKzcHorr2g3IhCCAEtMEZOKfWhUipdKbW3WtmzSqkUpdQu69eEatuetA4SPqSUGletfLy17IhSal618m5Kqa3W8v8opTrE4pQvvGA0PiUkwOOPGysMXHLJB1xxxXv8859nuPNOo4HqfII4s9nMq6++yksvvURRUVGjj9Nak5WV1ajJAxdtxAgYMYJ33jGGyUWxh3XPWceUBQTA3/9uDBI8a/xcbkkuj656lEdWPsI939zDiz+82OhL1jU4/tlnnyU4OJj+/fvTv39/VqxYUbXtpZdeIiIigh49erB69eqq8lWrVtGjRw8iIiJYsGBBVXliYiJDhw5l9OjRPPHEE5SVlZ3vuyIuwtGjR0lMTOSyyy4jLCyM5ORkBg4cCMYH3RQgtNruIdayhspD6iivRWsdq7WO1lpH+/v7N90NiXavrmfSl19+SZ8+fbCzsyM+Pr7G/hf6TIqIiGDq1KnyTGrlWmKyw8fUPdj3Da11f+vXCgClVG9gGtDHesy7Sil7pZQ98A7GwOPewG3WfQFetp4rAsgBWm6VcxvKyzN6Gl1cjMkM33zzDa+//iorVrzJq6/OoaIRC6wWlhVSYv4tge0bb7xBbGwsH330EfPmzWvgyJq+++47Fi9eTFxcHCdPnqyxLSU/hYdWPMQ939zD4azDjb/Bc+jSBYqLKyhMycL/xHb4y1/AOtauLvsz9nM89zhKKTSauF/jKDWX1rt/dfUNjn/sscfYtWsXu3btYsIE47PI/v37Wbx4Mfv27WPVqlU88MADWCwWLBYLDz74ICtXrmT//v18/vnn7N+/H4C5c+fy2GOPceTIEXx8fFi4cOEFvCPiQkVFRZGens7x48c5fvw4ISEhlev5moFvgOnW2avDgDytdSqwGrhGKeVjneRwDbDaui1fKTXMOlt1OrDMNncm2qu6nkl9+/blq6++qjVERZ5J7V+zB3Ja6++B7EbuPglYrLUu1VonAkcwZoQNAY5orY9prcuAxcAk64NyDLDEenwcxsDidu+JJ4wgrqzMiGF++uknHBwc8PPz4/Dhw+Tn5zd4/Jf7vmR03GhiFsUQf8r49LZt2zbc3d3x8fFhx44djapHeXk5hw8fxtnZGTs7O/bu3Vtj+/PfP8+6Y+v4Oeln/m/t/zXu5rKy4IsvYOPGWsl/tdaUlZUxbx78btRhJjsu55GIb40+5bM+hVbX2b0zDnYOlFWUYa4wE+YdhqN94xpvR44cia+vb6P2XbZsGdOmTcPJyYlu3boRERHBtm3b2LZtGxEREYSHh+Po6Mi0adNYtmwZWms2bNjA5MmTAZgxYwZLly5t1LXEhbntttsYPnw4hw4dIiQk5Fz/Sa0AjmE8i94HHgCwTnL4K7Dd+vVc5cQH6z4fWI85ikx0EE2srmdSr1696NGjR6195ZnU/tlyjNxDSqnpQDzwB611Dsag4C3V9qk+UPjsgcVDAT8gV2ttrmP/dq1vX3jjDePnyy8Hi+Ua/ve//5GTk8OVV17Z4EB+rTWvb3kdpRR5pXm8ve1tPr7xYyZPnsyzzz5LcXExs2c3rmHTZDLh5eVVNeMyMDDQGMAXHw8REZwpP4ODvQMOdg4UlhWe+4Rms5EzJTHR6DudOxemGOPZMjIyuP/++0lMTOSWW25h7A2+OP3yH3wsfqAcjMi2Hnf2u5Nwn3Be+OEFfJx8eHXcq1Sm90pKMn61QkND6z2+Lm+//TaLFi0iOjqa1157DR8fH1JSUhg2bFjVPiEhIaSkpNQ6f0hICFu3biUrKwtvb++qmcfV969LbGwssbGxAFiK8s6rvsLw+eefN7i9+oxW62zVB+vaT2v9IfBhHeXxQO0kdULYQHM/k4Tt2SqQew/j06y2fn8NmNXcF21vg4urz6S8+uqreeaZZ8jLy+Puu++uClLqPk4R5B7EybyTmOxMVQuzT506lQEDBlBWVkafPn0aWQfF9ddfz6FDh3B1deXSwECYOtWYNmtvzzMvz+X3hRnGUl6jnq11fElJCatWrSI/P5/LL7+c7j4+kJRkBGX5+bBjR1Ugt3TpUnbv3k2nTp2I/TSWz2/3YPDAMoZk5XLfpL9CVFSDdR0ROoJvb685rX1z0mZy03KJCvzt2BUJK/j7lr8T7BnMgqsXEOAWUOtc999/P08//TRKKZ5++mn+8Ic/8OGHtf5Pb3Jz5sxhzpw5ADgFRZ5jbyGEaD7ywbJ1sEkgp7WuysSqlHofWG59Wd8AYuopzwK8lVIma6tcvQOLrdeNBWIBoqOjG7dgZys24qzlQW+77bZGH/vWtW/x/o738XDyYM6gOVXll1566XnXw83NrXJwOOzaZQRgjo6QkUFkchGr7qw2lqOiAl59FVatgquu4qtu3ThmHVeXmZnJfb/7Ha4jRhjTUt3dYeLEqkMruxLOnDlDQXkBHi4eFHXuxA4f4K67AGPCxunTp/H398fJyanBepsrzOw6vYuy9DI623UmKCiI0opSnvvuOcwVZo7nHef9He/z1Minah0bGBhY9fO9997L9ddfT3p6Ok5OTuzevZukpCRCQ0NJTk4mONhoJK5s+QOqyv38/MjNzcVsNmMymWrsL0RHcaGt4uLcgoOD63z2wMU/k+SDZetgk0BOKRVkHRQMcBNQObDqG+AzpdTrwCUYWdG3AQqIVEp1wwjUpgG3a621UmojMBlj3NwMZGBxgyoT24Z4hjB/9Pymv0D37uDnBxkZ0KkTREfX3L59uzH+zc4OPvsM52uugcBAlFKUlZVRVl6O62uvwd69xnmqPdgnTZrE6dOn2bdvH24D3dhYsZEj7nB1+NUAlJaWMnPmTHbu3ElISAj/+c9/Gkyu+8SaJ1i3bx0DiwZyxuUMiYmJhEeGc2nupaTapVJoKsTOru5hpKmpqQQFBQHw9ddfc8kll3DjjTdSUFBAeno69957L4mJiSQkJDBkyBC01iQkJJCYmEhwcDCLFy/ms88+QynF6NGjWbJkCdOmTSMuLu6C0rEI0dbtSdtDEkmMCB1x7p1Fo02cOJHbb7+dxx9/nFOnTskzqR1q9kBOKfU5Rhb0TkqpZIxlbUYppfpjdK0eB34HoLXep5T6AtiPMWPsQa21xXqehzBmitkDH2qt91kvMRdYrJR6HvgF6BDTa44ePcrXX39Nt27duOmmm+oNOCqVlBjDzTZvhpgYI/faRS4PWjcPD2OV+V9/NfKfnN2FbWdnRJLWWbWX9uxJwpkzmM1munW7lDlzvDhwQDF9en+eeMKI4CuZTCYefNAYrqS1ZlvKNorNxVweejkAP/74IytWrMBisXDixAkWL17MQw/VvfbrztSdLPxlId3N3dEVmjxzHidPniQhIYHuZd3poroQ7RPN7wb9jttuu41NmzaRmZlJSEgI8+fPZ9OmTezatQulFGFhYURGRvLdd9/h6elJcXExY8eOxcXFhXfeeQd7aw6Yt99+m3HjxmGxWJg1a1ZV9/XLL7/MtGnT+POf/8yAAQMaPT5RCNEx1fVM8vX15fe//z0ZGRlcd9119O/fn9WrV9OnTx+mTJlC7969MZlM8kxqh5o9kNNa19XfV2+wpbV+AXihjvIVGDPIzi4/hjGrtcMoKipizpw5JCcno7VGa101w6g+339v9Gb6+sKaNUby4LO7ZutSue7niMbsXMnHB0aNqntbdDTMmGFUZupU+vzudwTlGWMrfvrJj127jMO/+ALGjYN+/eo+jVKKoSFDa5QVFRVVLfeltSYvr/4xG8sPL8fZ3pnT5acJIQRKgQrws/PDZG/CQTng7+SPj7NPnYPjz36w/fvf/+bnn3+mpKSEQYMG8cwzz9C7d+8aYxUnTJhQlaakuvDwcLZt21ZvXYUQorr6JuzcdNNNdZY/9dRTPPVU7SEi8kxqH2RlhzYoNzeX/Px8/Pz8yMnJISEh4ZzHuLoaDWHFxUZLnJtbC1S0LlobY+gKCiA/H4WxugMYw+oAysuNRMaOjcsOUuXyyy+nT58+pKSk4Onp2WBwe1ngZYR6hZJYkciZ0jN4u3qz0WEjE8snYme2w9XVlb59+5KZmUlRUVHVGJEjR46glCIiIqLqUy3A7bffjo+PD4cTDnO08CgfrvyQ8afGc/XVVzc48UQIIYS4GBLItUFBQUGMGTOGb775BhcXF26++eZzHnP55UbuuU2b4Lrr6m7pSksztgcHG/ufPHmCBQsW4ObmxoABA3BpIL1Ho23fDl99ZURqX3xhtNxZ1xa9+mqj23f/fiMDSc+e53dqX19f/ve///H999+TmprKDz/8gLe3d42JCZUm9piIl7MX7257l6yjWeTb5+Pg4cC0cdMwlZnw8PBgw4YNbNq0CTc3N7p164aTkzO//HIQgMGDTzFmzOiq89nZ2XHdddexNW4rBQUF5Jbksn3fdoYOHSpLbol274Ja7oUQTUICuTZIKcWCBQt46KGH8Pb2xsPDoxHHwD33GF91KSmBu++GI0eMYWxvvKF5++0H2Lt3LxUVFbz99tv88Y9/vPjK29sblXF3N1ZicHCo2mQywTvvXNzpAwICKCkpwcHBgfLycn788UduueWWWvsppRgVNopLnS/l1ROvUlpWyiPDHuHSEGPW7gcffsDqtau5JPASHB0dcXZ2JjXVkYSEzoCmtPQUY8bUvv7ytT64lV5Ctz47yCnPwfmspcKEEEKIpiSBXBullGrSqfoZGZCZaUw0zcmBHTvKSUtLw9HRkbKyshpJUs+2aZORx/fqqxtxoUGDYPZsY4zc9dfDFVfUudvFpCNwcHDAYrGgtcahWqB49vl/+eUXkpKSiHSPpKKigrxDecbicMCnqz7lcMphBroMJNwrHB8fH77/PgxH+4NgMXPkx85QVGT0WVutXQsnvrsD18Dt5JWXMev3djieb/9wBxc279tz79RMji+4zmbXFkK0Tmc/k1rjc0ICuTastBQWLTImB5xjrsM5BQUZ+XQ3bzZaxq6/3pH4+BB2796NUooBAwbU2D811VibPikJDh0yyubOhZkzz3EhpeC++4yvBpw+fZqMjAzs7OzOO6/a1VdfzerVq7Gzs+Oqq66iqKiI+Ph4XFxciI6OJicnhxUrVmA2m8nLy8Pd3R2TyYSuthyY9wBvMrMy2Za/jdSiVP563V85vtvC5/9yocLOntmmpfBVFtx5Z9UxP/wAgZ6dcPR1wkGHMK1P3QOPhRBCiKYigZwNmSvMnD5zmk6unXA2nV8XXEUFPPgg/PSTERsFBRnj2i6UyQTvvWfk8331Vbj77nIyM5Pp3r07paWlxMfHc0+1ftkXXzRaoNLTjckJvXsb3aJ33vlbWpPTp0/z008/ERYWxqBBgxpdl/T09KoZU6dOneKmm26qmhDRGH5+ftx+++0AWCwWvvjiCzIzM1FK4erqSmxsLKmpqXh6etK7d2/s7e1xc3NjVLWZtgMGDeCbvd+QUZZBQO8APFw8eOLeZK5a8jfsPN0ZVLoZLI/WuO6YMfDll3Y45kYRFVpGp04yyUE0LxmbJoRoOPmYaDal5lLm/G8OMZ/EMCZuDBmFGed1fGYm7N5ttMYpZfRUnreCAmMGxKRJsHw5jo5GYLZpE+TnmygsDKeoyILJZKLfWbMjCguNgM3Z2Rjqlp8PAQHGELjNm2H9+mJmzpzJk08+yZ133smPP/4IGF2a1bOJ1yU/Px+tNS4uLmitKSgouICbs97imQIScxOxc7ZDKcWOHTvYsmULFouF8vJyAMaNG8eYMWNqBIsrPluB/Q57HPc7cuLzExSWFqK6hDLkybFEux9EjbwSzppkMmoUPP003HKL0TrZUJ6+AweM8YqPPWa850IIIcSFkBY5G9mbvpe96XvxcfYhsyiT7058x+Teje8f9fWFkBBjAQQ7OxhyIZn0Pv0UvvnGSOL7179iGTyMf/yjE7m5kJ+vCA19n6uueoWICI+qZVgq/fGPRgzo6wuBgUY6k2ef/W3918zMTHJycvD39yclJYW5b8/lkuOXMN5/PCPDR1adp3qLwuGsw/z3wH/p6toVV1dXiouLCQgIqFpBoT5aa37++WeOHTtGWFgYI0aMwM7OjgpdwTObn2FJ9hK8zF5MdJzINT2voaKigoSEBHx9fZk2bVqdS3n5VfgZ2YgdwLHQEVPln8r06cZXPYyGwNqzZM/2+OOQmwtlZcbrN9445yFCCCFELRLI2UigeyD2dvbklORgp+y4xOOS8zreZIKFC+Ff/zKCqeuvv4BKWJPnohRoTXq65nRGGYGd7cjNMdGjhxd3330dShmrKlToCuyU0Yjbqxd8ax0Dao3FCAv77dSdO3emW7dubN++nZT0FJLNyUTvj2a/637yD+Vzq8utrF69mg8++IDevXvTs19P5vxvDok5iVi0hfn9n2W01zB6XHYZ9udYgiIlJYW9e/eilGLXrl34+vri6uoKXvDTyZ/oortgUiZS7FJwdXXl2WefZfXq1Vx55ZWMHz++zjxvr/3pNcbNGkdxcTEvPfVSk88+LSw0uqRLS42GUSFE0zlXq78Q7YkEcjYS7BHMyC4jWbJ/CdGXRDOw88DzPoePD8ybdxGVuOMOtqxbx4Pr1mEXEECfH57kaPntFOX2xkX5cvfdjsZqWrqC+Zvm89mez4jwi2DxLYvxcPot5Uldw3McHBz48MMPef3113n7q7cp8CogyD6IUl1KBRX88MMP/POf/0RrzQ8//MBX335Fweli0kszsVBG/qv/R++j/kZ/5d//bvThNkJZWRlPPvkkqampDB85HM8+nmTrbDyUB34mv6p8b9ddV/fMI7PZzMGDB/Hz8+PYD8cwm811tthdrGefNb4CAoyWTSGEEOJCyBg5G9mXsY8NiRvo7tudhOwE1h5b2/KV8PZmfkkJlu7dOePiyLKFX6GvfB67qMVwyU62bTvFggULeDn2ZZYeWIqfix8JWQmsPrq6ztMVlhWy7OAytqdsp0JX4OrqyqRJkyhNKqU0oRRXiyu+Dr44KAc8PDwoKorg2LG7KSq6i+QDeYQcnEpY1hhcih0ZfrCQ5JISPv/3v/nL1KlVS2/VJTg4mKioKFxcXCgqKuLw4cOYTCY2f7eZ+YPm09+hPyH5IYwKH8Vll11W73m01jz22GPceuutXHPNNezatatZgjgwJkZ8/z2sWHH+iY+FqFRRUUFJSYmtqyGEsCFpkbMRe2Us71ShjcXj7e3sG9q92bi7u1NaWoqlwoKjjxNlTgU4dt2Fp+7Hf/+7DK33UUQRA7sNxMPBA287b1ztXOs81+NrHmdj4kaKjw1gat+pXHH5zSQkJODj4YNfqR/xB+O54oYriIqMYtiwYfzud6Hk5h7Hx8eboqIsXHClU1k33Mu6EHLmNEUF6WBnx4+7d/Pzzz9zRT0555RSDB8+nOHDh/PVV1/h4uKCm5sb7u7urP1yLcWHilFKsaFwLTe5u4OfHww0WkC11qw5uobDWYcZ7DOYLVu24OPjQ25uLv/73//Oa7atEC0pPT2dP/3pT6SlpXHHHXfw9NNPy3JwQnRAEsjZSM9OPblv8H18tf8rbup5EzHhMTapx8svv8zLL7+Mg4MDU343hX/9+BObfx1CD++RpJcsoLjYEQftgMvhm9ib6o2XZxGh13etdR6tNTtO7cDPxY9MkzN70/cCN+Ph4YFTFyeSByZjwcJX+V8xtNNQEhISOHOmCCcnR/LyXCgvN6FL/PErGkWu3RSKrv+E40u/ZJWfHyn29jVyvDXkxhtvxM7OjqNHj3L55Zfz2Wef4e7uDkBFURH8/veY7ezY9thj5IWEUNypmCe3PAkKOrt1xvcSXxIPJALUmqkrRGuydOlSTp8+TadOnVi+fDl33HEH3bt3t3W1hBAtTAI5G1FKMXvAbGYPmG3TeoSHh/Ovf/2r6vXIqJFwv/HzsmUPsmDBAjw8+rH9p+vx9CwgK1WxY4cLUVE1z6OU4oZLb+DfW78lLzmEvsHXADB27FhGHxjNp+mfEuoTSr5rPqVupTjmORIc/A6pqSMpKSkkIiKCKVN6UlQUTHS0Kx4eI1jWK4KDS5YweuDARuXJKikpoaysjEmTJpGcnAxA9+7d2blzJ1prgp2dwdeXw66u7Dh5EvvycnISjMkmPi4+FJuLeflvL7Pi3yvo1KkTN93UuIS+F7MKhWh5mSvepPjoduxdvbhk9rsA5Gz8kJ49/4CjoyPdu3fno48+qtpfKfUkMBuwAA9rrVdby8cDfwfsgQ+01gus5d2AxYAfsAO4S2td1tT34e/vD0BBQQHu7u6ypq8QHZQEcqJekyZNYuLEiezeDXfeWUJZmYmiIjdcXX8bN5aXB2+9ZeS1m3bb06z49jEqTjuxeq8TcybApZfa8fTdT5PwdQL5ZfkEewTTN6Av7iHu3HffEL7++nOio6OZPfv+s2aG2vHHP/6x0eu7pqWlVa3W4OvrS3FxMZ06dWLatGlVS3bduH8/ZGdT7O6OnZsbjo6OeCpP3HAjpySH0WGjiY6IZthzwwA4evQoiYmJdO3alcjIyDqvq7UmLS2N8vJyOnfuXO+SYKL1cI+6Go+B15P17etVZc5h/dn76X8wmUzMnTuXl156CQClVG9gGsbibZcA65RSl1oPeweIAZKB7Uqpb7TW+4GXgTe01ouVUv/ECALfa+r7uOGGG9iyZQvHjh3j8ccfrwrshBAdiwRyokFKKfr2hUmTXFiyxIU+fWD8+N+2//3v8PXX4OQEW7bYAZ509jfWbt29Gy69FILcO7PE4Q5O/rqe7tdMxdU64/Xhhx/m4YcfbpJ67tmzh6KiIkwmE4cOHcLFxZv9+3P4xz+64+FxLePGlRH6xr2wZQvhTk4cOHqUoqIihg8ezvS+08koyiDMOwyTnfEnkZ6ezqY1awj85RcSCwrwfvRR/IcOrfO6W7ZsQWtNZmYmN9xwQ5Pcj2g+zqF9Meel1Shz6TYQkzXNzbBhw1iyZEnlpknAYq11KZColDoCVGZtPKK1PgaglFoMTFJKHQDGALdb94kDnqUZAjmTycSkSZMAGD58eFOf3ma01vz0008kJSUxatSoc+aRrI/ZYmbbaWOFmCHBQ6r+toVob+Q3W5yTvT08/zw88ww4OPyW9BeMgM3ZGTw9jZ/9/CA52QjsqiaI/vQTXs++RJSjI/xwCMJ7QD0tXA1JSoLXXjPq84c/wCXVUu/5+vpSUVFBUVERdnZ2pKY6kpbmzK+/umCxlLFjx2lKShK4//7r8QHuGDYMi8VS9Z+3l7NXjWsVFhZy6Q8/EPzLL1QAbn/4A2zcaLwB1Zw4cQKTyYSDgwOnTp3CYrFgb2+biSuiaXz44YdMnTqVzz77DCAY2FJtc7K1DCDprPKhGN2puVprcx3716CUmgPMAejSpUuT1b+tW7NmDQ8//DBaa8LDw/n6669xcXE57/Ms+nURn578FIAzZWf488g/N3VVhWgVJP2IqKK15pPdn/D7Fb9n3bF1tbY7OtYM4sBY79XNDXJyNAMGvM3gwS9z111nmD37IJs3x7Fq1SrKMjJAa2MFCa0hJ6fO65eVQVqasUtd5s2D1auNRMRPP11zW//+/Rk1ahRDhw5l0KBB2NuXUFjoRVqaL0ajyVE+/PA/VfsrpaqCuLqEhIQQUFKCd24u3hYLzsXFYE3zUFpaSlZWFhaLhYiICMxmM8XFxXTt2lWCuDbuhRdewGQycccddzT7tbTWsVrraK11tHSL/ubXX3/Fzs6OTp06kZOTQ3oda9ht3ry5alWY+mxM3oi9nT2eTp78ePLH5qquEDYnLXKiyqbjm3j+++dxtHdk26lthPuEE+4T3uAxPXvCmjWwePGXzJ//D7TWdO1ayMCBg3BzK+Pw4cNcMnQo/bp2NZrUYmKgf/9a50lPhxtvNGK8sWPhzTfPWqs0OZncE+44O3misasVC9rZ2RFVbQaGvX0PEhIULi5l5OaG4ei4lyFDvPjxxx+57LLL8PDwoCEODg5c+txzVNxxB3ZlZag77wQPD3Jzc1m2bBllZWX4+/tzww03UF5eTmlpKQMHnn9S59bg+IK6kyO3Z8ePH+f6H15nb7V7//jjj1m+fDnr16+vnsYjBag+iyXEWkY95VmAt1LKZG2Vq75/q7Znj/G9EfOKmtTmpM2kpaXhhDH2dvz48XzyySfk5ORw+eWXExxcZ4PmWScxgrqkahOOogKiSExOBA1397+7WeouOp6wed9W/dxanp0SyIkqOSU56AqNh4sH5gozuSW5jTrOzg527YrH0dERDw8PMjIysVgsaK1RSmHv7m5Ee2fOgLt77WY9YN06Y8JEp06wbRvs3w9V2T927ICHHuKp3N7MzZmLfY8Innyy4cbkyEjFG2+At7c9H364gjNnCnF17c6uXbtISUlhypQp58y5pfr2xX7LFigqMvqMgcTERPLz83F1dSUjI4OsrCxJU9IOrFq1ildeeYXvvvvOWN7tN98AnymlXseY7BAJbMNYiTfSOkM1BWNCxO1aa62U2ghMxpi5OgNY1oK3ctGqr3/cksdW6tevH2vWrCEtLY3evXs32HIORiDokbaHqMCaU+lHh43G09eTSL9IZlw2o8Y2mWku2hPpWhVVxnYbS3RwNGWWMkZ2HUm/wMYHKDfccAMVFRXk5ORw6aWR9O9vtHr16dOHHj16GMGbh0edQRxAUJCxKS/PaImr0dO0ciXk5THC5wDfh97Jxs9OM3hw4+rl4eHBI488TFRUFM7Ozjg7O5Ofn9/o+8LFpSqIA2MsnpOTU9X4usocdaLtuO222xg+fDiHDh0iJCSEhQsX8tBDD1FQUEBMTAz9+/fnvvvuA0BrvQ/4AtgPrAIe1FpbrK1tDwGrgQPAF9Z9AeYCj1snRvgBC1v4Fi/Knj172FPZPGcjQUFB9O/fH0dHxws+h1KKLl5duNTvUkmUfJE2J21mc1LDXdnCdqRFTlTxcvbi05s/pai8CFcH1/N6+F155ZX89a9/JT8/n/DwOzGZTIwY0fjkpKMuy+G/w97ndJKZTvPuISgo4LeNAwbA0qVQXIwKDoZOfvWep9LZn7QHDRpEcnIypaWlDBs27Ld70xoOHTJmUDRiAkaXLl24+uqrycrKIjw8/OzWG9EGfP7557XKZs+unc+xMr+i1voF4IWzt2utVwAr6ig/xm8zW5vVxbR8XaymaH1rCblpuSSR1K5a32bNmsXy5csJCAhg7969AGRnZzN16lSOHz9OWFgYX3zxBT4+PmiteeSRR1ixYgWurq58/PHHVcNA4uLieP755wH485//zIwZRsvljh07mDlzJsXFxUyYMIGpT0yVYLgVkxY5UYNSCjdHtwv6o7355puZOXPmObtC6rzuc/Ppu2cxV+f9l/6fz625ccIEY9Dck0/CRx8ZU2LPU3BwMLNnz+buu++uuezWe+/BTTfBxImwaNG566kU4eHhDB48GD+/cweUQrQlRUWFbN68ma1bt7bYGq5paWlkZ2df+Alyc2HnTiPfUSNXgGnrZs6cyapVq2qULViwgLFjx5KQkMDYsWNZsGABACtXriQhIYGEhARiY2O5/34j43t2djbz589n69atbNu2jfnz55NjHXx8//338/7771cdt2XTFkTrJYGcaB1OnjQewkpBUhIHDx5ky5YtFBQUGGVXXAFTppzV53p+nJycaregLVlidPm6ucGXX17kTQjRtr3zzrts2LCBtWvX8uKLLzb79Y4ePcrmzZs5ePAghUWF53+CsjJ48UVYucL4sPfzzwBUVFRQUVFRY9cTJ05w8uTJJqi17Y0cORJfX98aZcuWLatqUZsxYwZLly6tKp8+fTpKKYYNG0Zubi6pqamsXr2amJgYfH198fHxISYmhlWrVpGamkp+fn5Vz8X06dP5YfUPLX2L4jxIICea3IgRFzDz7eGHjYR09vYU3nMPmzZtYseOHXz11VecOXOmWeoJwMCBxif6/Hyo3lInRAeUmJiIu7s7Li4uVV12jZWcnMwnn3zCunXrsFgs59xfa82mTZuws7OjrKyMxGOJde6XlJRUNTmh8jpffvklGzduxJyWBtlZ4O1tzLo6eJDs7GxWrlzJ5s2bOZV6quqY5cuXs3LlStLS0uq8Tn3Ovn5rlZaWVpU8uXPnzlX3mZKSUqNbOSQkhJSUlAbLQ0JCapRnnM6o85qxsbFER0cTHR2NpSivOW5LNIIEcqJ1GDXKmLq6bh2nBg3CYrHg4uJCWVkZGRl1P0SaxPPPw4IF8Le/cfS229izZ0+d/wnNmjWLgIAA+vbtW1WWnZ1NTEwMkZGRxMTEVHVLaK15+OGHiYiIoF+/fuzcubPqmLi4OCIjI4mMjCQuLq6qfMeOHURFRREREVGVDFWIlnbttddSVFREaWkpQ4c+yjlStVUpKSnhlVdeYePGjfz73//mP//5z7kPAuzt7bFUGDPc68rBqLUmNzeXvLw8tNaUl5dz7733smLFCuLi4vhs3TroHsGuUxn8yz2H+L6e7N+/n4qKChwcHDh69Chaa3bt2oWDgwMVFRVs2dL+uwmVUk0+pq2uZ9KcOXOIj48nPj4ee1evOo4SLaHZAzml1IdKqXSl1N5qZb5KqbVKqQTrdx9ruVJKvaWUOqKU2q2UGljtmBnW/ROUUjOqlQ9SSu2xHvOWkhGZbZebG3h4EBAQgL29PcXFxTg4ONCpU6cmvcymTZsYMmQIY8aM4fjp03DzzeSNGsW6TZv4/vvvWbZsGWazucYxLT0m5exrCdESbrjhBn73u9/xwAMPcOWVIxvcNykpia1bt5KZmUlhYSGFhYX4+vpib2/PsWPHznktpRTjx4/H1cUVDw8PwsNr56z85Zdf+P777/nuu+/YtWsXZ86cITMzEz8/PxwcHDiYkABPPAEx18CkSdA1DBcXFywWC+Xl5Tg5GuNpnZycKC8vx2w2X9AqEW1BYGAgqampAKSmphIQYEwYCw4OrtWiGRwc3GB5cnJyVfnP+37mcPlh7v/2fjYkbmihuxHnoyVa5D4Gxp9VNg9Yr7WOBNZbXwNci5GnKRJj6Zr3wAj8gL9gLIEzBPhLZfBn3efeasedfS3Rxnh5eXHVVVcxcOBAbrnllnMm7z0fFRUVPPXUU5jNZlJTU3nzzTcBY/xMWVkZzs7OZGVlkZmZWeO4lh6TUnkuIVpCcjL885/w+OOQl+eHt7d3g/vv2bOH5557jtjYWO666y6cnZ0ZOnQoOTk5uLi4cOuttzbqup07d2bAgAGEh4fjVMckpn379uHo6IiDgwP79u3D29ub8ePHk5OTg729PVOmTDGWzevc2VgnEIiKiiIsLAxfP19cHV05dugYQ4cOxd/fn5CQEK644orzfn/agokTJ1a18sfFxVWtwztx4kQWLVqE1potW7bg5eVFUFAQ48aNY82aNeTk5JCTk8OaNWsYN24cQUFBeHp6Vq0h/VbsW7hFueFo78hz3z1ny1sU9Wj29CNa6++VUmFnFU8CRll/jgM2YeRemgQs0kYb7hallLdSKsi671qtdTaAUmotMF4ptQnw1FpvsZYvAm4EVjbfHYmW0KtXr2Y5r1IKBwcHzpw5g9YaB+vaqT4+PiilKC4uxs3NrUbwaK4w17ngdnOOSUlJaROLAYh24t//NlZV8faGpUsr+P3vGx7jtnPnTsrLy/H39ycnJ4fU1FSG3TqMXtf0Ijow2sgd2UiBgYEAlJpLyS+tmeMxKCiIAwcOANC9e3fUzz/z3Pjx9O/fHzc3N/r378+/4v9FTn4KPu7BFBcXk2+fT1RUFNnHsln+n+Wkq3Su6ncVw4cPB8DV1ZWsrKxG1S01NZVNmzbh6OjI9ddfj5ubW6PvqznddtttbNq0iczMTEJCQpg/fz7z5s1jypQpLFy4kK5du/LFF18AMGHCBFasWEFERASurq589NFHgJET8+mnn2awNSnnM888U/Vh9d13361KP+LX24+SniUUlxcT5BFkmxsWDTpnIKeUKgAqO8cruy219Wettfa8gOsGaq1TrT+fBgKtPwdTeyHq4HOUJ9dRXidZpFoopXjttdd45ZVX8PX15Q9/+ANg5J2rbFEYOHAgbm5umCvMPLnuSdYnrmdI8BAe7fFog+dtiV792NhYYmNjAWRwsWgyJpMxabyoqITTpx15551XufLKgQwdOoJhw4x5BNUNGjQIR0dHsrOzCQ8P55JLLuFo2VG8vb0vqOsyOT+Zr/d+Tap9KsdyjvHA4AcAGDVqFE5OTlWt22zbhlKq6gNUdQUFBfy06jB7NURFKZb+vJRjx45hVmb+9a9/8c4775xXnbTWrF69mpKSEnJzc/n555+5+uqrz/vemkNduRAB1q9fX6tMKVXvvc+aNYtZs2bVKo+Ojq6a7JJemM4jKx+hxFzCKzGvXEStRXM5ZyCntW66fq26z6+VUi0ysltrHQvEAkRHR8to8g7EYjH+M1LK+E+orsHYg89aLmJ7ynY2Hd9EkEcQ21O2s9V9a43tlWNSgoKCGj0mZdOmTTXKR40aVWtMSuX+dZkzZw5z5swBwCno3AmMhWiMu+6CtDRISjqJv/8XlJRcw6JFQXz3XQUZGXbMm1dz/759+/KXv/yF/O+/59aRI9nr6gpl53/d7OJstqZsZePRjVToCrycvPjwlw+ZPWA2TiYnTCYTYWFhAOfMT5mTkwOOgTg6OpGdfdpodffTlFBywXnqKioqUEphZ2dXa9xsRxHgFsDvh/4egEg/eea0Ruc1Rk4pdYVS6m7rz52s6wxeiDRrlynW7+nW8voWqG6oPKSOciGqxMbCsGFw881w6lTjj/NwMj7DFJQWGImSHWp2qzTXmJRFixZVnUuIi3Wu5ZXS02HLFujbF8aP34q9fSKZmT1wdCzDy0tR37yb4PJyeq1ejeczz0A9s1QbunZhWSHTv55O7I5YErITOFN2BlOBiXC7cBzsHar2Cw0NbXBVhtOnT7Po0C+sPHyY4uISSkpKcHFxYcyYMWiLpsJSwe23317v8fVRSjF69GiUUri7uxstgkK0Qo0O5JRSf8EYx/aktcgR+PcFXvcbjMWkoeai0t8A062zV4cBedYu2NXANUopH+skh2uA1dZt+UqpYdbZqtNpYwtUi+aVmQnvv2+swHXggDEWqLH6BvRl7hVzudTvUkxfm/j95N/XWJ9z3rx5rF27lsjISNatW8c8a7PFhAkTCA8PJyIignvvvZd3330XqDkmZfDgwbXGpNxzzz1ERETQvXt3rr322iZ/L4Q4W0UF/O538PXXsGIFuLlNYcyYMXTvXoCfXxh5eYp65wasXGkk5PX2htWrobj4vK6dlJ9EZlEmvi6+uDm40dW7K/079+ePI/6InWp8G8NXX31FTm4OSZYkDuYdIKBrAFdeeSU9e/bk6quv5uqrr6Z///7nVbdK3bp149prr2XMmDHnnAAihK2cz2SHm4ABwE4ArfUppdQ5u12VUp9jTFbopJRKxph9ugD4Qik1GzgBTLHuvgKYABwBioC7rdfKVkr9Fdhu3e+5yokPwAMYM2NdMCY5yEQHUcXJyZjUduaM8Z/W+T6LJ/eezOTek2Fi3dubY0zKxTi+4LqLPofoOEpKjEVVOnUyulaTk5147LHp3HEH7NrlREUFPPBAPQcHBhpjFnJzwd3d+EM7D128uhDgFkBCdgKedp7EdI+hi2cX/N38ScxJxN/Nn93xu4GG13MtN5dT4llCoW8hrs75rD29lpsdrZW2A3O5ucN2i4rmFTbv2xqvbfX8PZ9Arqz6eDalVKOm72itb6tn09g69tXAg/Wc50PgwzrK44G+tY+4MFpDSgp4eRkrN4m2zcMD3ngDPvgAwsONsUBCCIOrK9x4I3z2mfHsi4kxyu3tf1vopN747PrrITUVHB1h/Hgw5RIVFcWI0IaXdansah0ROoJPbvqEuF1xOJc6E+IWgkVbeP3n11mbtRY3kxtPhj15zpmSkyZN4p3/vIMJEw74k3iqgPhfi1GdKygtL6WgqID169czderUJk1lJERrcT6B3BdKqX8B3kqpe4FZwPvNUy3b0Br+/GdYs8Z4wP3zn9BMWTBECxo61PgSoiMqKC0grzQPS4UFezt7zBVmXvrhJTYkbmBs+Fie/NOT9Oxpz4kTxji5RnN0hJEjISrKeJ2bW2uXquWwrEPcsoqy+OrAVzibnBkYNBAvZy+ig6Or9ssozOBQ1iF8nH1IOZnCq9+8ylVRVzF48OCqVEHVaa0pcSuhi08XTuZnUmQqxz8nioX/dOOm35+hsKgQHwcfiouLSUxMpF+/fudxg0K0DecTyGngRyAfuBR4Rmu9tllqZSMZGUYQ5+BgDABesgSeftrWtRJCiAtzKPMQc9fNpdRSyk8nf+KN8W+wOWkzn+75FC9nL5YeXMqosFEEB19B9YmdFRWwdKnx4XbIECM9ydlGjBjBZkbw/IYNfPHFo7h1c+PF115ssD6PrnqUrSnG7G9nkzN/HvnnGts9nDxwtHckMy+TjLUZlJ4cRPLuRHr3/pzp06fXuDbA+mPr+e/+/1KQXwCZA/AqnEjn0rFUoLC3d0TZKcrLy8HJSDReSWtNRUVFo97DhiZadBTnamUVtnU+s1bdMVZgGIYxrm13s9TIhjw9jS7VsjJwcYGICFvXSAghLtz/Dv+PEnMJPs4+bE7aTHJ+clVya0uFkfTXXtVe43TJEvjyS+P788/Xf/60tDQ+/fRTSktLOXrsKN9//32D9UnITsDHxQdXB1cOZh6std3NwY15l8/jquCr8HP0w9+nE3Z2dvUmyP7g/f2c+TkKVwdXnAIT8XJ1oahIcePN5azP+B8pjim4eLkwaNCgqtyheXl5rFmzhuXLl7Nt27YG6ytEW9DoQE5rPV9r3QdjDFsQ8J1Sal2z1cwGnJ2NVBXTpsGTT8KUKec+RgghWqtL/S6lQleQVZSFp5Mnfi5+DAsZxn3R9xHkEcT0y6YzLKR2Wo3Nm6GoyPhaWW362NnpRCpbteysGYMtlt9WhCg1l5KUl0Re6W+Jq2f1n0V+aT7llnLu7n93nXXu4t2Ff90aSz+3j0lIuI6iolFMnjytzn3dfCrQbgUUW4rp7OfOzTc6MG8eFHX9mp2ndpJyJoXdxbsJCQmpSti9e/duSkpKcHZ2ZteuXSQkJNTI+yhEW3MhS3SlY6zGkAUENG11bC883FiD+XyYK8xYKiw4mWqvFShar83W/48amBAn2qFZs2axfPlyAgICqmYKZ2dnM3XqVI4fP05YWFjV8kbWtEZ/x5hNXwTM1FrvtG6bAVT2DT6vtY6zlg/it5n0K4BHrBO5WtwNl95AQlYCqWdSeWjIQ7g5GnPUHh32KI8Oe7Te44qKIM8af505U//5g4KCuPnmm1my5EdCQ0IZOXIkYDwT71t+H/uP78fOzo5BEYOICoxiTvQcAt0DcbB3YGx4rfluFOw5SNrRAk6HTyUtbSxduuyiuDiMpKRuRNaRi7bcUo7SiqKcIjJOZHAi6Dh9+w0hKS8Jk50JZ+VMYWkhZRW/ZSt2dXVFa83BgwdxcnLC3r52i6QQbcn55JF7wLq26XrAD7hXa93hR47uS9/HNZ9cw5UfXcnivYttXR0hxDnMnDmTVWdluV2wYAFjx44lISGBsWPHsmDBgspN1wKR1q85wHsASilfjFRKQ4EhwF+sOS6x7nNvtePGN+8d1U8pxfDQ4dzc62bCvMMAY3zY53s+555v7uE/e/+DxWLhyy+/ZPHipzh8+GO01nTuDP7+EBAA5xoidt111/HRRx8x5/dzcHV1BSApL4lfT/0KZVBUXMSao2uq9p/UcxITIifUOk+FriAzK4tDhw9z+vR+AOzs7FHKjrpWv8vOhv/9cJz8TBfKlZkz3mf46aefMJvNXHfpdRRlFHEm+wx9/PvgZP/bh+zLLruMyMhIvL29GTZsWJ2TKIRoS86nRS4UeFRrvauZ6tImvRv/LsXmYnxcfHj959eZ3HtynQusi9altBS2bTPyzA0fTp3/UYj2aeTIkRw/frxG2bJly6qWT5sxYwajRo2q3DQJWGRtUduilPK2rkYzClhbmc9SKbUWGG/9sOuptd5iLV8E3Egrym+5I3UHz333HE4mJ3ad3kXuwVz++9+NODs78847a3jooYeYMSOSTz+F8nJ49tnzv4aXyYuy/DKKyotQKLxKfptoUD39SHVZmVnk5GTjateJ06d/4s47A1i8OIpRo+DKK2ueX2t48EEoOBGJxasc5d0fO4/D2JeYqKioYM1nayhPLMc10JXLAi6rcazJZKJPnz7GgvB+fud/c0K0Mo2OOLTWT557r46ns1tnSs2l5OpcfJx96hw4LFqX3JJcbn1mCQe2dME9/Rrs7cG6fKnooNLS0qoWYu/cufNvaTMgGKg+gCrZWtZQeXId5bUopeZgtPJVDcRvCQWlBWg0rg6ulFnKyCs0+lArW6Z69erFkCFD6sy5WFRWRGF5IVprlFLs2WOUV2YgqWRfYc8M7xnEF8XjaHGkr+u585pUjq+zt7OjXGumTTMzZIix7exZsz/8sJmdOyHA35U0e7AvC6abpZzRY0aTlJTErl27cAtw41TeKZKSk+Cs+gnRnpzXWquitkeHPcqtvW/lii5X8PaEt6sG1IrWKbs4m2lLpvGj5Q1yusdi8szku+9sXSvRmiilWuTvWGsdq7WO1lpH+/v7N/v1Ko0IHcHV4VdTYi5hROgIHpjyAJdffjl2doqJEycSHR1d53EHMg7wxNonmLd+Hs9sfIaGhv15enoyuOdgglUwwa7B9O7d+5z18vf3x8nJidOnT1NYWEhgYGC9+5pM0Lu3B8VZobia3LlxTA/ee+w9Xn34fkaN8kMpa9oRwNHBsd7zlJeXk5WVRWlp6TnrJ0RrJX2AF8nDyYMnr5TGyrZid9pucopz8HP3Jj2rhFzTYcaP72TragkbCwwMJDU1laCgIFJTUwkICCDXSHCbQlU6WwBCrGUpGN2r1cs3WctD6tjfZs7uwnQyOfH2hLcxV5irhoH8/ve/N/ZtYOLPl/u/pNRSio+zDyuPrOT+Qb8nKSkAtzrW+FFKcdVVV5HulI7JZMLT0/Oc9SwsLKSsrAwnOzsyMzMpKioiNLQyuV3tgXpjx5o5kn+MbPcjODr8dv6oqCjmzJnDvJXzsPhY+DHnRyZkTqiVD668vJyNGzfi7++Po6MjQUFBuNV1M0K0ctIiJzqUCN8IHOwdcPXLoJOfPb+/K5Q777R1rYStTZw4kbi4OADi4uKYNGlS5aZvgOnKMAzI01qnAquBa5RSPtZJDtcAq63b8pVSw6wzXqcDy1r6fhrjfMfyRvhGYKmwkF2cjbeTNy8848knnxgpm3bsKKvVQqeUwsHBoVbrZnF5MaWW31rAcnNzWbnuECs2HsJsKcfBwQGLxVIZSNdr5Y4VHM/eS2FhNhs2bKCgoKBq2+TJkykJKkGZFMUZl/DWNxtrHFtUVMTixYv55JNPOHHiBKWlpfXmqhOitZNATnQoIZ4hxN0Yx/TLpvO7ITO48rJQmejQwdx2220MHz6cQ4cOERISwsKFC5k3bx5r164lMjKSdevWMW/evMrdVwDHgCMYSxI+AGCd5PBXYLv167nKiQ/WfT6wHnMUG050qNAVvPD9C9y3/D4OZR66qHNN6TOFO/vdydXhV/PKyFhWf+tMZqYmObmUZ575nn/961/nDL5e+P4FZn0zi0dXPsr2lO2Ulpay8fuNJJ1OIbUokVOWbErLS3FxcaFTp4ZbyotLilEYkxcsFRZKSkpqbPcI8sDOyw6LNtdKDbVmzRoSExMxm81s2rSJ4uJifH19L+RtEcLmpGtVdDjdfbvz56v+XJVHTnQsn3/+eZ3l69evr1Vmna36YF37a60/BD6sozweOJ9VS5vN0oNLifs1Dns7ew5mHuR/t/0PD6eGF47PzIQ9e4yVbar3RprsTFwdfjUA4R7hZGdDeXkFZrPCzs6PzMxMfvzxRyZE1U4tstn6x7Z472JcHVxBwapPnqHngEfxLQnCrbicbJdDFFDM8bST7Nt/kBkzZjSY461nj54cSl+GpeIAt159KxMnTqzaprWmV6deZBZl4uPiy6Sek2ocq7XG3t4eHx8fXFxcGDJkyDkDRyFaKwnkRIfV1hMBRwV7Eb/gOltXQ7RiibmJ2Ck7fJx9KCwrJLckt8FALicH7rgDTp401pz++mvo3r32fk5ORvnx45qcnAIcHI4ANdczrUsn104cyzmGxWTB39Ufd3d3tPlSnPQRnM1elJWkoUtcSE8/zj//+U8efLDOGBoAd3d3rrrqKgK7hHDr2FtrdOH+98B/2XxyM6XlRheur7NvjQzgMTEx/Pjjjxw/fpxZs2YRHh7eYL2FaIywed82uP14Mz2vJZATQoh26sYeN/L57s/JKclh4qUTCfEMaXD/w4chNxd8fY2WuV9+qTuQc3GBN9+ERx4xERamCAo6jWefqxg+YniN/QIDAyktLSVxayIBAQE8OuxRYnfEEuYTxl2uN6KU4soR17F69X5yPbcSaXYEy14sFgvu7u711nPPHg9SjptRASk4mKol9LUGaxtyNmBvb4+TdiI7N5vyivIax7u7u3PbbbcRGBhYaxKEEG2NjJETQoh2qrtvd16OeZkFYxew4OoF50yrEhFhBGmpqWBvb+SHs1jg1VfhmWcgP/+3fS+/HO69F+65x5d5837PlVdeicm+ZtvAZb6X8e6T7/LCCy/wpz/9CVWsmNhjIndE3VG1XNiVVyqmTvbkyoGduWKEI54eRlfnQw89dM77K7OUkVOSg6XCUqN8bLexWCwWSs2lOLv54O/bcVrc/v73v9O3b1/69OnDm2++CRhL0MXExBAZGUlMTAw5OTmA0cX88MMPExERQb9+/di5c2fVeeLi4oiMjCQyMrJqIpBonSSQE0KIdmxs+Fgm9ZzUqNx4zs7g6QmOjuDnZ/z80UfGzNTFi+GVV4xVFQCOHze6YC2W+s+3d+9eTp48iY+PD3l5eezZa80gnJ8PGzfCrl2gNWFh0MOyD7eE3fRzcuKBW27B29u7wbrmleSx6cQm/nf4f7y19S0qdEXVtlt638KYS8bQw6MHo8PHdJj8nnv37uX9999n27Zt/PrrryxfvpwjR47UuwTdypUrSUhIICEhgdjYWO6//37ACPzmz5/P1q1b2bZtG/Pnz68K/kTrI4GcEEJ0ABaLhc2bN7N58+aqVRTOtncvpKUZQVxamtFTuWuXEeB16gR5e0cwKGAE69bBhAmwcCEsayC5SmhoKA4ODmRkZGBvb0/wJcFQYYGXX4Z//hMWLID//peo7kV0PrSSHLsKioqKOLh8eb3nPHz4MJ999hk7E3ZitphxM7mxN2MvyfnJNfbzdfbF09kTB9Vx1lI9cOAAQ4cOxdXVFZPJxFVXXcVXX33FsmXLmDFjBmAsQbd06VLAWJpu+vTpKKUYNmwYubm5pKamsnr1amJiYvD19cXHx4eYmJha6xOL1kPGyAkhRAfw/fffs3fvXgBKS0sZPXp0rX1CQ41VEzIzja7Vbt2MAG7jRmMixK23GkHd118b+7m5GYHejh0eOFYbS1deDh9+CIcPX8K1v3uUAweWElIRwv5f9oN/MVGpqeDtDYWFEB8P/fuztbMjptzThOR58GunTpSUlHD69GnKysoIDAzE0dGR0tJSXnvtbfak3Em+qwcmr184E3iGUFMofi5+1FwdrXHa0xi5vn378tRTT5GVlYWLiwsrVqwgOjq63iXoUlJSatx/SEgIKSkp9ZaL1kkCOSGE6ACSk5NxdnZGa13vf8qXXALvvw8//ACXXQYDBxrla9YYvaE9ehivBw+GtWuhrAy6dDFmuFb3178agZyXt4WS5CwmjgslrKwrx84co3unPozoCRz+xjhB165kWwrJDvHG2VxCRkAApk6dOHToEFu3bkVrTUZGBpMmTcJsNpOePoyioii0/Rl08mD6Xl7IA1feVzXmrlKwRzCpRalVrzfvMWbrtvXZ6g3p1asXc+fO5ZprrsHNzY3+/fvXSuHSlEvQxcbGEhsbC4ClKK9JzinOnwRyQgjRAfTs2ZNt27ahtWZgZYRWh969ja/qgoONr0ozZhitd1u2gKsrNZJqb90KH3wAWVlQ2msRBaFv8MWBYkaaRhDqF2rs/PrrRpSYmkpZn168+OOLHNPHCHfS+Pbqwm33P8b27duxt7fH0dGRtLQ0LBYLbm5udO8ejXmbosLijqWsFxE+nQjyCDrv9yM6OrpdtcZVmj17NrNnzwbgT3/6EyEhIXUuQQcQHBxMUlJS1bHJyckEBwcTHBzMpk2bapSPGjWq1rXmzJnDnDlzAHAKimy+mxINkjFyQgjRAURHR3PFFVcwcuRIBg0adFHnUgrGjoUrrzS6VpcvN8bUgTHD1dvbyDWXE/YR/h5e+Hfz4ftT3/P111+zb98+owmvRw/25Iay9ZciUo76Yl8YSrZ9MuWdsgkICCAyMpKKigqKi4vp2rVrVcvSI49ciouLH3b2dji4lLBuQ1lVvZJyc0k6a3UJraGiqBi++MLImfLvf1/Uvbd26enpAJw8eZKvvvqK22+/vd4l6CZOnMiiRYvQWrNlyxa8vLwICgpi3LhxrFmzhpycHHJyclizZg3jxo2z2T2JhkmLnBBCdABKKS677LImPeeaNbBhA9jZwaEiI7Dz9zdmsgYFgXIYyZn0jzl+8gwOJxygBL5e9jV/nfNXStLSWL16Nafd3AiI6cxR8wm8sOfy0MsBuPTSS7HbsgWz2UxkTAyqogJWrSI0MZEBIWP5Kd+PclVERkUCpZa6F9IoLYWlq2D55hJmlTjj6RFOxQub6NqzJwQGNul70VrccsstZGVl4eDgwDvvvIO3tzfz5s1jypQpLFy4kK5du/LFF18AMGHCBFasWEFERASurq589NFHAPj6+vL0008zePBgAJ555hlZwqwVk0BOCCHEBUlNNVrnPD0hvxSKiuDZZ+HMGWNCBdmn2HSoHAc7BxwyHchwzQALxP0Sx5mFa0hLKiDZyYnyX/wYNmEYlzmG0aNTj6rze3gY49rs7e2N6bGLF4OjI+Nyctjtex0EZOMesYyiT3JgergxzTYrqyqL8akUKMiHMBczGzOiUaUmXrfcwcwvvZm3wNsG71jz++GHH2qV+fn51bkEnVKKd955p87zzJo1i1mzZjV5/UTTk65VIYQQ5y0hAbZtg/R0SEmB/v2NLtWAALjvPhg16iDHju4hwC8AJ5wodSxFoQi8LJDFRxdTWlqKUo6AB2mnL+XIHh/yM+pfzYHTp7FoTVJBAbqoFI9Ox3EO/I7RJzLxXv0d3HQTbNiA3rOH0gcfJDcrCy8HDxzOdCfH3oeMCj9OFHfGM9iDrzZ4c/BgC71RQjQzmwZySqnjSqk9SqldSql4a5mvUmqtUirB+t3HWq6UUm8ppY4opXYrpQZWO88M6/4JSqkZtrof0TGFhYURFRVF//79iY6OBiSTumj/Pv4YzGYjRYmrK/QdmsHO1B3kleQxYgR4e3tz5kw/9CkL7qc1U3uH49XPjTLfMrp7d+fqq2dTdmY0eZl3cVlqBVE7M/j523DqzTs7cSKpZWXsO3WKnyoU5ZmO3FwQyuUF3ig3d8yZmewJCeGHHj34oH9/jp88iZ1dCgMGZJCTa8LVy4kyO2eO5/thZwcNrAAmRJvSGlrkRmut+2uto62v5wHrtdaRwHrra4BrgUjr1xzgPTACP+AvwFBgCPCXyuBPiJayceNGdu3aRXx8PIBkUhdtyg8/wFNPGWlDSkoa2DE9He64A265hUvtjmCxGPvbO5Xw770f8W78u8xYOoPicmOCwv33309/4NGSEu7++TiX/VpI+bFyyv5Xht2Sn5hs2chc/U9uKPuaqILNDMlZRWFRPdcOCuLroUP58pJLONCpE2WlZlz6DkQBFBZy/L77yHF3x6GsjFwPD0KduxBg6kRkZA5BQcbYPXc3YxLGs88as26FaA9aQyB3tklAZXNEHHBjtfJF2rAF8FZKBQHjgLVa62ytdQ6wFhjfwnUWogbJpC7aipQUo3UtJQU++aThlRp48UUjge+BA9yx83HGjTPWZ+0zejfarhxfF19OnznNybyTgDFT9gEPD/r5+3NGQ+AZTXB5MFes+4nev3xGicWEuyUPZ0oowYn+eifBnSvqvfzEm27C1d8fF5dfGD7SHfvgYJg7F2L/hcMdd6D8/dEhIZicnSkvL+cS0yVc3mU8M2dCuRm6BxWxahVce22TvoVC2JStJztoYI1SSgP/0lrHAoFa68osjqeByqlFwUBStWOTrWX1ldeilJqD0ZpHly5dmuoeRAenlOKaa65BKcXvfvc75syZ02yZ1Ksn4MzIyGjO2xIdRHm58d1kMrpKCwvh8GEjOXCt7sfcXGMhVicnTGfyuO02o/hABuzfakdWURYRvhGEeoWSZT1kxH33wSuvUOjiwqu+FZTk5DCuoABPN4XfmRyUMrpmcXYi2+8ylL21faGsDJKTa1Sia9euvPnGG3xvNrNyh5GANqpLNCNCR6C15mTXruTk5DBu3Di2n96Os7MznR0707kzDHExztG37gmuQjS7sHnfNnrf4wuua/S+tg7krtBapyilAoC1Sqkaw0+11toa5DUJa6AYCxAdHd1k5xUd248//khwcDDp6enExMTQs2fPGtubMpN69QSclePxhLgYXbvCxImwerWx6sG33xq54Dw8jNa5zp2r7fyHP8Dddxt5PV56qaq4l38vZl42E88unszsPxNXB9ffjrn7bhg5Ejel6LfqfbpkZhLmeBj75GRczRp69cY8sAcBGY70HNnPOObHH+Fvf4PTp41psf36gTX3nb29PU5nrVYAxt9ZWFgYYWFhhPbvT2J8orGhrHJ7U75rQrQeNu1a1VqnWL+nA19jjHFLs3aZYv2ebt09Bag+qiHEWlZfuRAtItia8j4gIICbbrqJbdu2VWVSBxqdSb2uctGy3njjDfr06UNfo9mmm1LKWSnVTSm11TrR6j/KmGqJUsrJ+vqIdXtY5XmUUk9ayw8ppVp1JlWlYNIkePdduPdeoxHMx8dYW/Wnn87aOSoKtm+H3bshJoYRI35b8irII4hhIcPwdakj31j37hAeTlhYGP2jo3H84AMYNQquuBLuvpvcG+/g9JhbrU1zQHa20Szo4WFk9P228S0ZTWHNGvj8c6NRUIjWzmaBnFLKTSnlUfkzcA2wF/gGqJx5OgOoHLHxDTDdOnt1GJBn7YJdDVyjlPKxTnK4xlomRLMrLCykoKCg6uc1a9bQt29fyaTeBqWkpPDWW28RHx9fubi8AqYBLwNvaK0jgBxgtvWQ2UCOtfwN634opXpbj+uDMV73XaVU7SakVigkxOhizcwEe3sIC6tjJ6UuvnkrMhJmzzYWdDWZiIqqSv1m8PICX1+jK9digQEDzuv0BaUFbE7ezLaUbZSaS8/r2JMn4ckn4bnn4J57jMZHIVozW3atBgJfW7ucTMBnWutVSqntwBdKqdnACWCKdf8VwATgCFAE3A2gtc5WSv0V2G7d7zmtdXbL3YboyNLS0rjpppsAMJvN3H777YwfP57BgwdLJvU2yGw2U1xcjIOxCrwdkAqMAW637hIHPIsxa36S9WeAJcDbynigTQIWa61LgUSl1BGM3oafW+g2zmnzZuP72QvIBwfDv/4F339v5IW70JW88vON5VSTkuCPf4TJk+veL6p7EUTBgTNGb2r4yVIi/YtwDvSGP/2JwJ07oVMnuP56kpKScExLIzAwkBEjRrAnbY9xD6FRtc47d91cth3bhkaT5tCdewbd0+i6b9oEBQXGZQ8dMhoGo2pfQohWw2aBnNb6GFBrvRitdRYwto5yDTxYz7k+BD5s6joKcS7h4eH8+uuvtcolk3rbExwczBNPPEGXLl1wcXEBsAA7gFyttdm6W/XJVFUTrbTWZqVUHuBnLd9S7dR1TsBqrZOv+va9+AkBn31m9L56esIrr8DIkUai4Pq88w4kbU1h+O5/kL/qAM7TxsLttxsLukKjWwBDvb0B2HdoHx5OHpgrzBzNOQrAiN81Lhrr3t24XGamMT7QOmdJiFarNaYfEUKIFpeTk8OyZctITEzk1KlTYDwfmy2VkdY6VmsdrbWO9vf3b67LNLnNmzezubJJrx7V467G9MSeOAEDy7diZ6og1akTev16Y/rsBbrrsrsoKi+izFLG+Ijz+ye8/HJ45BG48Ub44AOjZU6I1szWs1aFEKJVWLduHd26daNaUJULXI6Rs9JkbZWrPpmqcqJVslLKBHgBWcgELG6/HTZsMMab/d//Gcl4G3L99bDnYx8OXdWN7E7eqHQ3+qWnGzlQnJwAOH36NOVHjda1QCAquqDe890z8B44A/Z29vSwu+q86//AA+d9iBA2I4GcEEJgdG9u2bKFoqKiyq5VD2A/sBGYDCym9gSsGRhj3yYDG6wpk74BPlNKvQ5cgrEazbYLqdO+fTBvnpHr7fnnoa1knPHwMFq1oPY4vBqiomDECCaEJpGZEYDdPnc8HAvwT0jA8vzz2Pv7w5//TEZGBtu2baNzaioZGRn07dcPs50Zk+ms/8KqXczP1c/4QWaeinZOAjkhhACGDh3K5MmTGThwYGWAoDDyTn4LLFZKPQ/8Aiy0HrIQ+MQ6mSEbY6YqWut9SqkvMIJAM/Cg1tpyIXV64QU4ftyYQfr007By5UXcYCsQ1cCsAb9OHpS4uuBYXo5LcTF2gYGQkQEHDpDfvTtaaxwcHMjPz+ebb77Bw8OD2yozEtchMNCaSz6p3l2EaBckkBNCCKv58+czf/58AJRSidaZp8cwZp3WoLUuAW6t6zxa6xeAFy62Ps7OxmoLWoOLy8WezfZGhI4wpswm1R5jFxISgulUJN3sy3H39ERlZ4OdHQQGEhwcjJubG8XFxQB4eHhQXFzMyZMn6dWrV8PXbKhFUIh2QAI5IYRopf7yF2Mh+/Jy+NOfbF2bJqC1sairo2OtgXN2dnYEBwfTIyrYSGi3dy/ceScMGoQzMHr0aIorKkhISCC3pASlFF5eXra5DyFaEQnkhBCilera1Zg52W689Rb885/Gz7Nn199c1quX8VUtkZ29vT2+vr5cccUVHPLzIygoiEsuuaQFKi1E6yaBnBBCdCDZ2fDRR1BcbDR8tWgKu88+M1ZtKCkx1sGqFshFRUGo97lP4evry/Dhw5uvjkK0MZJHTgghOpAFC+C772DHDnjssfM/vqSkhBMnTlBUVHT+B/fta0SSRUUQEXFeh4aGhv42gUEIUUVa5IQQogNJTTUmUTg5QXr6+R2bk5PD008/TU5ODp9//jmLFi3C27qawtnq7DV9/XX429+MClx55XnXXYjGOL7gOltXoUVJi5wQQnQgjz5qTAYtLDSS9Z6P+Ph4srOz8fHxITU1lfj4+PM7gZcXTJgAY8aAsZ6tEOIiSSAnhBAdyKBBxpyDd9+FG244v2O7dOmCUorMzEzs7e3p2rXrhVdkxAjJDdIM3njjDfr06UPfvn257bbbKCkpITExkaFDhxIREcHUqVMpKzOyJJeWljJ16lQiIiIYOnQox48frzrPSy+9REREBD169GD16tU2uhvRGBLICSFEB2MyGRlAzlePHj144oknuOGGG3j33XeJjIw8/5M0JoCTIO+CpKSk8NZbbxEfH8/evXuxWCwsXryYuXPn8thjj3HkyBF8fHxYuNDIab1w4UJ8fHw4cuQIjz32GHPnzgVg//79LF68mH379rFq1SoeeOABLJYLymktWoAEckIIIRqtZ8+e3HzzzQwcONDWVRF1MJvNFBcXYzabKSoqIigoiA0bNjB58mQAZsyYwdKlSwFYtmwZM2bMAGDy5MmsX78erTXLli1j2rRpODk50a1bNyIiIti27YJWmRMtQAI5IYQQoh0IDg7miSeeoEuXLgQFBeHl5cWgQYPw9vauWpc2JCSElJQUwGjBCw0NBcBkMuHl5UVWVlaN8rOPqS42Npbo6Giio6OxFOW1wB2KukggJ4QQQrQDOTk5LFu2jMTERE6dOkVhYSGrVq1qtuvNmTOH+Ph44uPjsXeVVTZsRQI5IYQQoh1Yt24d3bp1w9/fHwcHB26++WZ++ukncnNzMZvNACQnJxMcHAwYLXhJSUmA0SWbl5eHn59fjfKzjxGtjwRyQgghRDvQpUsXtmzZQlFREVpr1q9fT+/evRk9ejRLliwBIC4ujkmTJgEwceJE4uLiAFiyZAljxoxBKcXEiRNZvHgxpaWlJCYmkpCQwJAhQ2x2X6JhkhBYCCGEaAeGDh3K5MmTGThwICaTiQEDBjBnzhyuu+46pk2bxp///GcGDBjA7NmzAZg9ezZ33XUXERER+Pr6snjxYgD69OnDlClT6N27NyaTiXfeeQd7e3tb3ppogARyQgghRDsxf/585s+fX6MsPDy8zlmnzs7OfPnll3We56mnnuKpp55qljqKpiVdq0IIIYQQbZS0yAkhRAdzMbl2R9gyUa8kCRaiFmmRE0IIq9zcXCZPnkzPnj0B+iilhiulfJVSa5VSCdbvPgDK8JZS6ohSardSqipDrlJqhnX/BKXUDFvdjxCi/ZNATgghrB555BHGjx/PwYMHAfYDB4B5wHqtdSSw3voa4Fog0vo1B3gPQCnlC/wFGAoMAf5SGfwJIURTk65VIdqoPSmSSb0p5eXl8f333/Pxxx9XFmmtda5SahIwyloWB2wC5gKTgEVaaw1sUUp5K6WCrPuu1VpnAyil1gLjgc9b6FaEaFOOL7jO1lVo09pNi5xSarxS6pC1m2PeuY8QonVZtWoVPXr0ICIiggULFti6Oh1OYmIi/v7+3H333QwYMACgq1LKDQjUWqdadzsNBFp/DgaSqp0i2VpWX7kQQjS5dhHIKaXsgXcwujp6A7cppXrbtlZCNJ7FYuHBBx9k5cqV7N+/n88//5z9+/fbuloditlsZufOndx///388ssvABX81o0KGE10gG6K6yml5iil4pVS8RkZGU1xSpsZMWIEUVFRtq6GEB1SuwjkMMahHNFaH9NalwGLMbo9hGgTtm3bRkREBOHh4Tg6OjJt2jSWLVtm62p1KCEhIYSEhDB06NDKohxgIJBm7TLF+j3duj0FCK1+CmtZfeU1aK1jtdbRWutof3//Jr0XIUTH0V4CuUZ1ZbSnT8CifUlJSSE09Lf/+0NCQkhJqfV/P7GxsURHRxMdHY2lSMbINaXOnTsTGhrKoUOHKos8MSY8fANUzjydAVRG2N8A062zV4cBedYu2NXANUopH+skh2usZe3aiNARjAiV9CBCtLQONdlBax0LxAJER0c3SfeIEC1pzpw5zJkzBwCnoEgb16b9+cc//sEdd9xBWVkZgAvwIsYH3i+UUrOBE8AU6+4rgAnAEaAIuBtAa52tlPorsN2633OVEx9E3ao+xCQlNbyjEKKW9hLINaorQ4jWKjg4mKRq/4klJycTHCzj41ta//79iY+PB0ApdVRrnWPdNPbsfa3j5R6s6zxa6w+BD5urnuLcpHVQdBTtpWt1OxCplOqmlHIEpmF0ewjRJgwePJiEhAQSExMpKytj8eLFTJw40dbVEkII0cq1ixY5rbVZKfUQxjgUe+BDrfU+G1dLiEYzmUy8/fbbjBs3DovFwqxZs+jTp4+tqyVEy5IluIQ4b+0ikAPQWq/AGLMiRJs0YcIEJkyYYOtqCCGEaEPaS9eqEEIIIUSHI4GcEEIIIUQbJYGcEEIIIUQbJYHcRfrhhx+49dZbeeyxx8jJyTn3AUIIIYQQTUQCuYtQUlLC3LlzSU9P57vvvuOf//ynraskhBBCiA6k3cxatQWLxYLFYsHV1RWlFOXl5baukuhAooK9bF0F0U5I1g9xsaKCvYhfcJ2tq9EhSYvcRXBzc+Ppp59Ga03v3r2rlk4SQgghWtqhQ4fo379/1Zenpydvvvkm2dnZxMTEEBkZSUxMTNUwIK01Dz/8MBEREfTr14+dO3dWnSsuLo7IyEgiIyOJi4uz1S2JRpBA7iJdf/31rF+/nk8++YTOnTvbujpCCCE6qB49erBr1y527drFjh07cHV15aabbmLBggWMHTuWhIQExo4dy4IFCwBYuXIlCQkJJCQkEBsby/333w9AdnY28+fPZ+vWrWzbto358+fLGPBWTAI5IYQQop1Zv3493bt3p2vXrixbtowZM2YAMGPGDJYuXQrAsmXLmD59Okophg0bRm5uLqmpqaxevZqYmBh8fX3x8fEhJiaGVatW2fBuRENkjJwQQgjRzixevJjbbrsNgLS0NIKCggDo3LkzaWlpAKSkpBAaGlp1TEhICCkpKfWWny02NpbY2FgAMjIymu1eRMOkRU4IIYRoR8rKyvjmm2+49dZba21TSqGUapLrzJkzh/j4eOLj4/H392+Sc4rzJ4GcEEII0Y6sXLmSgQMHEhgYCEBgYCCpqakApKamEhAQAEBwcDBJSUlVxyUnJxMcHFxvuWidJJATQggh2pHPP/+8qlsVYOLEiVUzT+Pi4pg0aVJV+aJFi9Bas2XLFry8vAgKCmLcuHGsWbOGnJwccnJyWLNmDePGjbPJvYhzU1prW9fBJpRSGcAJG1ejE5Bp4zq0NvKe1FbfezIQ2FlHeUfSnL8vXbXWLdJf1MzPo7byNyX1bBp2wGXAbsBiLbMHugOOQBlwtNq2LoAnUAEcB4qs5X5AkPXnVCDrHNeV59H5O9/fpTqfSR02kGsNlFLxWutoW9ejNZH3pLb63hN5r+Q9aIy28h5JPZuOLerYFt6X1qap3jPpWhVCCCGEaKMkkBNCCCGEaKMkkLOtWFtXoBWS96S2+t4Tea/kPWiMtvIeST2bji3q2Bbel9amSd4zGSMnhBBCCNFGSYucEEIIIUQbJYGcjSml/qaUOqiU2q2U+lop5W3rOtmCUmq8UuqQUuqIUmqeretja0qpUKXURqXUfqXUPqXUI9W2dcj3Sil1XCm1Rym1SykVby3zVUqtVUolWL/72LqerVFrfs60hd/nhv4eWyOllL1S6hel1PIWul6r/ze0pfp+f5rq+SVdqzamlLoG2KC1NiulXgbQWs+1cbValFLKHjgMxADJwHbgNq31fptWzIaUUkFAkNZ6p1LKA9gB3AgcooO+V0qp40C01jqzWtkrQLbWeoH1PxCfjvb30xit9TnTVv726/t7bG31rKSUehyIBjy11tc387XaxL+hLTXwPJ9JEzy/pEXOxrTWa7TWZuvLLUCILetjI0OAI1rrY1rrMmAxMMnGdbIprXWq1nqn9ecC4AAQjLxXZ5sExFl/jsN4OIqztOLnTJv4fW7g77HVUUqFANcBH7TQJdvEv6EtNfD70yTPLwnkWpdZwEpbV8IGgoGkaq+TaaUPSVtQSoUBA4CtdOz3SgNrlFI7lFJzrGWBWutU68+ngUDbVK1NaU3PmTb3+3zW32Nr9CbwfxgrNbSENvdvaEtn/f40yfPL1DRVEw1RSq0DOtex6Smt9TLrPk8BZuDTlqybaN2UUu7Af4FHtdb5SilbV8mWrtBapyilAoC1SqmD1TdqrbVSqsOOFZHnTPM7++/R1vU5m1LqeiBda71DKTXKxtURZ2noeX4xzy8J5FqA1vrqhrYrpWYC1wNjdccctJgChFZ7HWIt69CUUg4Yf/Sfaq2/shZ32PdKa51i/Z6ulPoao0snTSkVpLVOtY5DSbdpJW2ojT5n2szvcz1/j63N5cBEpdQEwBnwVEr9W2t9ZzNes838G9pSPb8/TfL8kq5VG1NKjcdoBp+otS461/7t1HYgUinVTSnlCEwDvrFxnWxKGR/VFgIHtNavV9vUId8rpZSbdZAwSik34BpgL8a9z7DuNgNYZpsatm6t+DnTJn6fG/h7bFW01k9qrUO01mEY7+WGZg7ioI38G9pSA78/TfL8klmrNqaUOgI4AVnWoi1a6/tsWCWbsH6CfBOwBz7UWr9g2xrZllLqCuAHYA+/jXX5k9Z6RUd8r5RS4cDX1pcm4DOt9QtKKT/gC6ALcAKYorXOtlE1W63W/JxpC7/PDf092q5WDbN2rT7R3LNWrddq9f+GtlTf7w/GOLmLfn5JICeEEEII0UZJ16oQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBslgZwQQgghRBtlsnUFbKVTp046LCzM1tUQ4oLt2LEjU2vtb+t6iIsnzyPR1snzyHY6bCAXFhZGfHy8rashxAVTSp2wdR1E05DnkWjr5HlkO9K1KoQQQgjRRkkgJ4QQQgjRRnXYrlXRsLB5317U8ccXXNdENRFCdHQX+zwCeSaJ9kta5IQQ4gIppbyVUkuUUgeVUgeUUsOVUr5KqbVKqQTrdx9b11MI0X5JICeEEBfu78AqrXVP4DLgADAPWK+1jgTWW18LIUSzaHOBnHwCFkK0BkopL2AksBBAa12mtc4FJgFx1t3igBttUT8hRMfQ5gI55BOwEKJ16AZkAB8ppX5RSn2glHIDArXWqdZ9TgOBdR2slJqjlIpXSsVnZGS0UJWFEO1Nmwrk5BOwEKIVMQEDgfe01gOAQs76EKm11oCu62CtdazWOlprHe3vL3lUhRAXpk0FclzkJ2AhhGhCyUCy1nqr9fUSjMAuTSkVBGD9nm6j+gkh/p+9O4+PqjofP/45mcm+74QECCERWY0QFjdEIYJoQcVCUAsUhIpYrdpWXCutC9afVvsVFywq2ApSCwaVHURUBAwQlD1AAkkIgWxk32bO7487GYIkrEkmE57365UXM2funXtuxMNzz/Kcy4CzBXKX9AQsQxlCiKaitT4GZCqlutqKhgC7gaXABFvZBCDZAdUTQlwmnC2PXENPwDOwPQFrrXPO9gSstZ4DzAFISEhoMNgTQogL8HvgP0opN+AQ8FuMB+RFSqnJwGFgjAPrJ4Ro45wqkNNaH1NKZSqlumqt93HqCXg3xpPvLOQJWAjRQrTWqUBCAx8NaeGqCCEuU04VyNnIE7AQQgghBE4YyMkTsBBCCCGEwdkWOwghhBBCCBsJ5IQQQgghnJQEckIIIYQQTsrp5siJ8xM94ytHV0EIIYQQzUx65IQQQgghnJT0yAkhhGhWMkIgRPORHjkhhBBCCCclgZwQQgghhJOSQE4IIYQQwklJICeEEEII4aQkkBNCCCGEcFISyAkhhBBCOCkJ5IQQQgghnJQEckIIIYQQTkoCOSGEuARKKZNSartS6kvb+85Kqc1KqQNKqU+VUm6OrqMQou1yykBOGk4hRCvyCLCn3vtXgH9orWOBQmCyQ2olhLgsOGUghzScQohWQCkVBdwG/Mv2XgE3A5/ZDpkH3OGQygkhLgtOF8hJwymEaEXeAP4MWG3vg4EirXWt7X0WENnQiUqpqUqpFKVUyokTJ5q9okKItsnpAjmk4RRCtAJKqduB41rrrRdzvtZ6jtY6QWudEBoa2sS1E0JcLpwqkJOGUwjRilwHjFRKZQALMUYG3gQClFJm2zFRQLZjqieEuBw4VSCHNJxCiFZCa/2k1jpKax0NJAHrtNb3Al8Dd9sOmwAkO6iKQojLgFMFctJwCiGcwBPAY0qpAxhTP+Y6uD5CiDbMfO5DnMITwEKl1AvAdqThFEK0IK31emC97fUhoL8j6yOEuHw4bSAnDacQQgghLndONbQqhBBCCCFOkUBOCCGEEMJJSSAnhBBCCOGkJJATQgghhHBSEsgJIYQQQjgpCeSEEEIIIZyUBHJCCCGEEE5KAjkhhBBCCCfltAmB27roGV85ugpCCAFIeyREayY9ckIIIYQQTkp65JqJPMEKIVoLaY+EaLukR04IIYQQwklJICeEEEII4aQkkBNCCCGEcFISyAkhxEVQSnVQSn2tlNqtlNqllHrEVh6klFqtlEqz/Rno6LoKIdoupwrkpOEUQrQitcDjWuvuwEBgulKqOzADWKu1jgPW2t4LIUSzcKpADmk4hRCthNY6R2u9zfa6BNgDRAKjgHm2w+YBdzikgkKIy4JTBXLScAohWiOlVDRwNbAZCNda59g+OgaEN3LOVKVUilIq5cSJEy1TUSFEm+NUgVx90nAKIVoDpZQP8D/gD1rr4vqfaa01oBs6T2s9R2udoLVOCA0NbYGaCiHaIqcM5KThFEK0BkopV4y26D9a68W24lylVITt8wjguKPqJ4Ro+5wukJOGUwjRGiilFDAX2KO1fr3eR0uBCbbXE4Dklq6bEOLy4VSBnDScQohW5DrgN8DNSqlU288IYBaQqJRKA4ba3gshRLNwtr1W6xrOn5VSqbaypzAaykVKqcnAYWCMY6on6lzq3o4Zs25ropoI0Ty01t8BqpGPh7RkXYQQly+nCuSk4RRCCCGEOMWpAjkhhBDiYsgogWirnGqOnBBCCCGEOEUCOSGEEEIIJyWBnBBCCCGEk5JATgghhBDCSUkgJ4QQQgjhpCSQE0IIIYRwUhLICSGEEEI4KQnkhBBCCCGclARyQgghhBBOSgI5IYQQQggnJYGcEEIIIYSTkkBOCCGEEMJJmR1dgdbqUjdYFkKIpiLtkRCiMdIjJ4QQQgjhpNpMIKeUGq6U2qeUOqCUmuHo+gghLl/SHgkhWkqbCOSUUiZgNnAr0B0Yp5Tq7thaCSEuR9IeCSFaUluZI9cfOKC1PgSglFoIjAJ2O7RW4qJd6pygjFm3NVFNLl5buAdxUaQ9aoOc/f9nZ6+/aJzSWju6DpdMKXU3MFxrfb/t/W+AAVrrh35x3FRgKkBwcHDf6Ojolq6qEE0mIyMD+TvcfLZu3ZqntQ690POkPRKXI2mPml9jbVKz98gppToA84FwQANztNZvKqWeB6YAJ2yHPqW1XmY750lgMmABHtZar7SVDwfeBEzAv7TWs2znhgEjlVIHgK3A8obqorWeA8wBSEhI0CkpKU18t0K0nISEBOTvcPNRSh1uzu+X9ki0JdIeNb/G2qSWGFqtBR7XWm9TSvkCW5VSq22f/UNr/f/qH2ybS5IE9ADaA2uUUlfYPp4NJAJZwI9KqaVa693AaCBHa32VUupd4A5gc3PfmBBCNCAb6FDvfZStTAghmlyzL3bQWudorbfZXpcAe4DIs5wyCliota7SWqcDBzDmnNjnnWitq4GFwCillAKuAnyVUp2B/wA3A0ub7aaEEKJxPwJxSqnOSik3jAdTaY+EEM2iRVetKqWigas51Vv2kFLqJ6XUB0qpQFtZJJBZ77QsW1lj5cFAEfAQsBL4GKjQWu9qptsQQohGaa1rOdUe7QEWSXskhGguLRbIKaV8gP8Bf9BaFwPvAF2AeCAHeO1Svl9rvUxrfQVwA6fm3f2yDlOVUilKqZQTJxo8RAghLllde6S17qK1ftHR9RFCtF0tEsgppVwxgrj/aK0XA2itc7XWFq21FXgfY+gUGp9f0lh5PhCglDL/ovwMWus5WusErXVCaOgFL0YTQgghhGhVmj2Qs81hmwvs0Vq/Xq88ot5hdwI7ba+XAklKKXfbnLc4YAuNzDvRRv6Ur4G7bedPAJKb854cbeNG40dc3n7OPil7cIo2LzMzk8zMzHMfeJnIzMzkpptuonv37vTo0YM333wTgOeff57IyEji4+OJj49n2bJl9nNefvllYmNj6dq1KytXrrSXr1ixgq5duxIbG8usWbPs5enp6QwYMIDY2FjGjh1LdXX1Oev1c/bJJrxLcSFaokfuOuA3wM1KqVTbzwjg70qpn5VSPwE3AY8C2OaSLMJInrkCmG7ruTvbvJMngMds6UeCMQJHIYQQok0xm8289tpr7N69m02bNjF79mx27zZyTT/66KOkpqaSmprKiBEjANi9ezcLFy5k165drFixggcffBCLxYLFYmH69OksX76c3bt3s2DBAvv3PPHEEzz66KMcOHCAwMBA5s6Vf1Jbs2ZPP6K1/g5QDXy0rIGyunNeBM6YV2LLM3fGebYM6v1/WS6EEEK0JREREUREGANavr6+dOvWjezsxrPbJCcnk5SUhLu7O507dyY2NpYtW7YAEBsbS0xMDABJSUkkJyfTrVs31q1bxyeffALAhAkTeP7555k2bVoz35m4WG1ir1UhmtOkSZMICwujZ8+e9rKxY8fahzCio6OJj48HjOzmnp6e9s8eeOAB+zlbt26lV69exMbG8vDDD1O3q0pBQQGJiYnExcWRmJhIYWFhi96fEMI5ZWRksH37dgYMGADAW2+9Re/evZk0aZK9HcnOzqZDh1PTy6OiosjOzm60PD8/n4CAAMxm82nlDZkzZw4JCQkkJCRgKZehVUeRQE6Ic5g4cSIrVqw4rezTTz+1D2GMHj2au+66y/5Zly5d7J+9++679vJp06bx/vvvk5aWRlpamv07Z82axZAhQ0hLS2PIkCGnzVURQoiGlJaWMnr0aN544w38/PyYNm0aBw8eJDU1lYiICB5//PFmr8PUqVNJSUkhJSUFk5d/s19PNEwCOSHOYdCgQQQFBTX4mdaaRYsWMW7cuLN+R05ODsXFxQwcOBClFOPHj+fzzz8HjKGPCRMmAMYwRl25EEI0pKamhtGjR3PvvffaHyLDw8MxmUy4uLgwZcoU+/BpZGTkaYtFsrKyiIyMbLQ8ODiYoqIiamtrTysXrZcEckJcgm+//Zbw8HDi4uLsZenp6Vx99dXceOONfPvtt4AxvBEVFWU/pv5wRW5urn3OS7t27cjNzW30ejKUIcTlTWvN5MmT6datG4899pi9PCcnx/56yZIl9qkgI0eOZOHChVRVVZGenk5aWhr9+/enX79+pKWlkZ6eTnV1NQsXLmTkyJEopbjpppv47LPPAJg3bx6jRo1q2ZsUF6Ql9loVos1asGDBab1xERERHDlyhODgYLZu3codd9zBrl3nn9RfKYWRsadhU6dOZerUqQC4R8Q1epwQom36/vvv+fjjj+nVq5d9bu5LL73EggULSE1NRSlFdHQ07733HgA9evRgzJgxdO/eHbPZzOzZszGZTIAxp27YsGFYLBYmTZpEjx49AHjllVdISkrimWee4eqrr2by5MkOuVdxfiSQE+Ii1dbWsnjxYrZu3Wovc3d3x93dHYC+ffvSpUsX9u/fT2RkJFlZWfbj6g9XhIeHk5OTQ0REBDk5OYSFhbXsjQghnMb1119vXyhVX126kYY8/fTTPP300w2e09B5MTEx9qFZ0frJ0KoQF2nNmjVceeWVpw2ZnjhxAovFAsChQ4dIS0sjJiaGiIgI/Pz82LRpE1pr5s+fbx+uGDlyJPPmzQNkGEMIIcSFkUBOXLK2nnl93LhxXHPNNezbt4+oqCh7csyFCxeeschhw4YN9O7dm/j4eO6++27effdd+0KJt99+m/vvv5/Y2Fi6dOnCrbfeCsCMGTNYvXo1cXFxrFmzhhkzZrTsDQohhHBaMrQqxDksWLCgwfKPPvrojLLRo0czevToBo9PSEhg586dZ5QHBwezdu3aS6qjEEKIy5P0yAkhhBBCOCkJ5IQQQgghnJQEckIIIYQQTkoCOSGEEEJckl6RskWXo0ggJ4QQQgjhpCSQE0IIIYRwUhLICSGEEEI4KQnkhBBCCCGclARyQgghhBBOqtkDOaVUB6XU10qp3UqpXUqpR2zlQUqp1UqpNNufgbZypZT6p1LqgFLqJ6VUn3rfNcF2fJpSakK98r5KqZ9t5/xTKaWa+76EEEIIIRytJXrkaoHHtdbdgYHAdKVUd2AGsFZrHQestb0HuBWIs/1MBd4BI/AD/gIMAPoDf6kL/mzHTKl33vAWuC8hhJOprKykf//+XHXVVfTo0YO//OUvAKSnpzNgwABiY2MZO3Ys1dXVACil3JVSn9oeEjcrpaLrvksp9aStfJ9Sali98uG2sgNKKdk4VwjRrJo9kNNa52itt9lelwB7gEhgFDDPdtg84A7b61HAfG3YBAQopSKAYcBqrXWB1roQWA0Mt33mp7XepLXWwPx63yWEEHbu7u6sW7eOHTt2kJqayooVK9i0aRNPPPEEjz76KAcOHCAwMJC5c+fWnTIZKNRaxwL/AF4BsD2MJgE9MB4c31ZKmZRSJmA2xgNpd2Cc7VghhGgWLTpHzvY0ezWwGQjXWufYPjoGhNteRwKZ9U7LspWdrTyrgfKGrj9VKZWilEo5ceLEpd2MuGxMmjSJsLAwevbsaS97/vnniYyMJD4+nvj4eJYtW2b/7OWXXyY2NpauXbuycuVKe/mKFSvo2rUrsbGxzJo1y17eWG+QaHpKKXx8fACoqamhpqYGpRTr1q3j7rvvBmDChAl8/vnndafUf+D8DBhim7oxCliota7SWqcDBzBGCvoDB7TWh7TW1cBC27FCCNEsWiyQU0r5AP8D/qC1Lq7/ma0nTTd3HbTWc7TWCVrrhNDQ0Oa+nGgjJk6cyIoVK84of/TRR0lNTSU1NZURI0YAsHv3bhYuXMiuXbtYsWIFDz74IBaLBYvFwvTp01m+fDm7d+9mwYIF7N69G+BsvUGiGVgsFuLj4wkLCyMxMZEuXboQEBCA2WwGICoqiuzs7LrD7Q+QWuta4CQQzIU/cAohRLNokUBOKeWKEcT9R2u92FacaxsWxfbncVt5NtCh3ulRtrKzlUc1UC5Ekxg0aBBBQUHndWxycjJJSUm4u7vTuXNnYmNj2bJlC1u2bCE2NpaYmBjc3NxISkoiOTkZrfXZeoNEMzCZTKSmppKVlcWWLVvYu3evQ+ohIwRCiKbQEqtWFTAX2KO1fr3eR0uBupWnE4DkeuXjbatXBwInbUOwK4FblFKBtkUOtwArbZ8VK6UG2q41vt53CdFs3nrrLXr37s2kSZMoLCwEIDs7mw4dTj1v1PXuNFaen59/tt6gM8yZM4eEhAQSEhKwlJ9spju7PAQEBHDTTTfxww8/UFRURG1tLQBZWVlERto70ewPkEopM+AP5HPhD5xnkBECIURTaIkeueuA3wA3K6VSbT8jgFlAolIqDRhqew+wDDiEMefkfeBBAK11AfA34Efbz19tZdiO+ZftnIPA8ha4L3EZmzZtGgcPHiQ1NZWIiAgef/zxFrnu1KlTSUlJISUlBZOXbFJ9oU6cOEFRUREAFRUVrF69mm7dunHTTTfx2WefATBv3jxGjbJPa6v/wHk3sM42FWQpkGRb1doZY7X8Foy2KU4p1Vkp5YaxIGJpy9ydEOJyZG7uC2itvwMay+s2pIHjNTC9ke/6APiggfIUoOeZZwjRPMLDw+2vp0yZwu233w5AZGQkmZmnpkjV791pqDw4ONjeG2Q2m3/ZGySaWE5ODhMmTMBisWC1WhkzZgy333473bt3JykpiWeeeYarr76ayZMnM336dDBGEz5WSh0ACjACM7TWu5RSi4DdGCmWpmutLQBKqYcwRhBMwAda610OuFUhxGWi2QM5IdqinJwcIiIiAFiyZIl9RevIkSO55557eOyxxzh69ChpaWn0798frTVpaWmkp6cTGRnJwoUL+eSTT1BK2XuDkpKSftkbdF6iZ3x10feRMeu2iz7XGfXu3Zvt27efUR4TE8OWLVvOKNdaVwK/bui7tNYvAi82UL4MY2RBiMvGz9knL7gtutzan+YigZwTqqwE2bui5YwbN47169eTl5dHVFQUM2fOZP369aSmpqKUIjo6mvfeew+AHj16MGbMGLp3747ZbGb27NmYTCbAmFM3bNgwLBYLkyZNokePHgC88sorZ/QGCSGEEOdDAjkn89VX8Kc/gckEb78NN9zg6Bq1fQsWLDij7GzB1tNPP83TTz99RvmIESPsaUrqa6w3SAghhDiXFk0ILC7d66+Dl5cRyL35pqNrI4RoyzZu3MjGjRsdXQ0hxFlIIOdk2reHkhIoL4eoqHMfL4QQQoi2SwI5J/Pqq3D99XDzzfDcc46ujRBCiJaWmZnJTTfdRPfu3enRowdv2oZnCgoKSExMJC4ujsTERHt+S601Dz/8MLGxsfTu3Ztt27bZv2vevHnExcURFxfHvHnz7OVbt26lV69exMbG8vDDD2MklBCtkQRyTqZdO5g8GcaPh/PcbEAIIS5LmZmZp6X9aSvMZjOvvfYau3fvZtOmTcyePZvdu3cza9YshgwZQlpaGkOGDLHv6bx8+XLS0tJIS0tjzpw5TJs2DTACv5kzZ7J582a2bNnCzJkz7cHftGnTeP/99+3nNbRNoWgdJJATQgghzmFj5kY2ZraO+YIRERH06dMHAF9fX7p160Z2djbJyclMmGDkr66/3V9ycjLjx49HKcXAgQMpKioiJyeHlStXkpiYSFBQEIGBgSQmJrJixQpycnIoLi5m4MCBKKUYP368bB3YikkgJ87w6afw0UdgsTi6JkIIIc4mIyOD7du3M2DAAHJzc+35Ldu1a0dubi5w4VsHZmdnE1VvEnZjWwfKloGtg6QfEaf54gt4/nnj9cGD8Le/ObQ6QgghGlFaWsro0aN544038PPzO+0zpRSqmROOTp06lalTpwLgHhHXrNcSjZMeOXGaxYvB3R0CA2HZMumVE0I4VnFxMZmZmZSWljq6Kq1KTU0No0eP5t577+Wuu+4CjK0Dc3JyAGP3mbCwMKDxrQPPVp6VlXVGuWidJJATp7nmGiO1SV4exMcb+eqEEMIR8vLy+Oabb9i+fTuLFy+moqLC0VVqFbTWTJ48mW7duvHYY4/Zy0eOHGlfeVp/u7+RI0cyf/58tNZs2rQJf39/IiIiGDZsGKtWraKwsJDCwkJWrVrFsGHDiIiIwM/Pj02bNqG1Zv78+Re8daBoOTK0Kk5z//3GFmDl5fDQQ46ujRDicpabm4vFYsHb25vq6moKCgqkZwj4/vvv+fjjj+nVqxfx8fEAvPTSS8yYMYMxY8Ywd+5cOnXqxKJFiwBjV5lly5YRGxuLl5cXH374IQBBQUE8++yz9OvXD4DnnnuOIFs6hLfffpuJEydSUVHBrbfeyq233tryNyrOiwRy4jQuLpCQYLz28XFsXYQQl7d27dphNpupqKjA39+f4OBgR1epVbj++usbzeu2du3aM8qUUsyePbvB4ydNmsSkSZPOKE9ISGDnzp2XVlHRIiSQE2e49lpH10AIISA4OJjBgwdTXFxMr1698PDwcHSVhGh1JJAT4hwmTZrEl19+SVhYmP0J9U9/+hNffPEFbm5udOnShQ8//JCAgAAyMjLo1q0bXbt2BWDgwIG8++67gJEpvW6oYsSIEbz55psopSgoKGDs2LFkZGQQHR3NokWLCAwMbJF7i57xVYtcpyVkzLrN0VUQzcDHxwcfHx+8vLwcXRXRxNpS+9OULrQtk8UOQpzDxIkTz8hqnpiYyM6dO/npp5+44oorePnll+2fdenShdTUVFJTU+1BHDSeKb2xbOxCCCHEuUggJ8Q5DBo0yD4BuM4tt9yC2Wx0aA8cOPC0pfoNOVum9MaysQshhBDn0uyBnFLqA6XUcaXUznplzyulspVSqbafEfU+e1IpdUAptU8pNaxe+XBb2QGl1Ix65Z2VUptt5Z8qpdya+56EqO+DDz44bUVXeno6V199NTfeeCPffvstwFkzpTeWjb0hkkldCCFEfS3RI/cRMLyB8n9oreNtP8sAlFLdgSSgh+2ct5VSJqWUCZgN3Ap0B8bZjgV4xfZdsUAhMLlZ76aZbdy4kY0bHbefn8ViYefOnaSkpFBeXt7i17darWzatIlNmzZhtVpb/PoX6sUXX8RsNnPvvfcCxh6IR44cYfv27bz++uvcc889FBcXn/f3nSsb+9SpU0lJSSElJQWTl/8l118IIYRza/bFDlrrDUqp6PM8fBSwUGtdBaQrpQ4A/W2fHdBaHwJQSi0ERiml9gA3A/fYjpkHPA+800TVv+xs2bKFlJQUwOhZ+vWvf92i1//222/56aefAKiqquLGG29s0etfiI8++ogvv/yStWvX2oMvd3d33N3dAejbty9dunRh//79Z82UXpeNPSIi4rRs7EIIIcS5OHKO3ENKqZ9sQ691S/Qigcx6x2TZyhorDwaKtNa1vyhvkFJqqlIqRSmVcuLEiaa6jyb1888/8/PPPzvs+idOnMDV1RVPT08KCwtbvFcsMzMTDw8PPDw8Tts6prVZsWIFf//731m6dOlpq+lOnDiBxbav2aFDh0hLSyMmJuasmdIby8YuhBBCnIujArl3gC5APJADvNYSF9Vaz9FaJ2itE0JDQ1vikk6nd+/emM1mtNb06tULF5eW/SsSFxdHVVUVVVVVXHHFFS167caMGzeOa665hn379hEVFcXcuXN56KGHKCkpITExkfj4eB544AEANmzYQO/evYmPj+fuu+/m3XffPS1T+v33309sbCxdunSxz6ubMWMGq1evJi4ujjVr1jBjxoxG6yKEEELU55A8clpr+2xupdT7wJe2t9lAh3qHRtnKaKQ8HwhQSpltvXL1jxcXITo6mnHjxlFTU4O/f8vPwerfvz9ubsZ6lbqtZxxtwYIFZ5RNntzwVMzRo0czevToBj9rLFN6cHBwg9nYhRBnquup79ChwzmOFOLy4JAeOaVURL23dwJ1/7otBZKUUu5Kqc5AHLAF+BGIs61QdcNYELFUG3uUfA3cbTt/ApDcEvfgrCwWCxs2bOCTTz5h27ZtDW7z4u3tTUBAwFkn3TcXpRRXX301V199tUOuL4QwbNwIDpzlIYQ4T83eI6eUWgAMBkKUUlnAX4DBSql4QAMZwO8AtNa7lFKLgN1ALTBda22xfc9DwErABHygtd5lu8QTwEKl1AvAdmBuc9+TMzt06BA7duzA3d2drVu3EhUVJZPrhRBCCCfVEqtWxzVQ3GiwpbV+EXixgfJlwLIGyg9xamWrOIe6Hri63q7GNl6u89NPP5Gbm8vAgQPx8fFl7f6NeHrCdR3P3JC1uKqYH7N/JNIvkitDrmz6ygshWozWxo8QonWTvVYvMzExMXTr1o3s7GyuvPLKs/bGrV27loceesi28KE34REfs2jvfgID4Yd3BxAUaAKMYLDWWsuk5EnsOr4LFHww8gOu6XDNRdezqraKspoyAj0CZYhViBaWmgoPPwzFxfD443Dtmc9tQohWQgK5y4zZbGbo0KGNfl5ZWUlWVhZ+fn589913uLi44O/vz+7dGXzLTIqjdlBogYc/zeGFpHE89sVj1Jys4ZYrbiHzZCZBXkEUVBTwfeb3Fx3Ibdq1iVe+f4Ussrir213MuH6GBHNCtKCXX4baWlAKPvwQbIuyHU5rzeHDhykoKMDV1ZV27do5ukpCOJzstSrsamtrSU5OZt26dSQnJ9OtWzesViuFhYV06RJLRVgKqtYbF4s3+6vX896y9/DL8COqMIpvfvoGD7MHWUVZoOHaqIt7hM/NzWXlDyspP1mOq8mVxXsXc6K8deb8E84nMzOTm266ie7du9OjRw/efPNNAAoKCkhMTCQuLo7ExEQKCwsBUIZ/2rYA/Ekp1afuu5RSE5RSabafCfXK+yqlfrad80/lhE8h/v5QVQXV1eDt7ejanJKRkcH27dvJzMzkq6++orS01NFVEsLhpEfuAn2d/jXlNeWMiBtx0b1Ex48fZ8OGDZhMJgYPHkxgYOC5T2oBpaWlFJ4s5FjpMSw1FvpG92Xx4sUcO3aM/v378/j/3mVR2vt4eMKYhCmUbSmlVtVi0RaKKov4+fDPlFaUEpMTQ+SvGs3L3Kji4mK+/PJLzEVm2lW2o7C0EG9/b3zcfJrhbkVbEz3jq3MeU1tagKXTHbgPiMVaVc4fZ/6BV352o+znNTx55xBmzJjBrFmzmDVrVt0pt2Ksno8DBmDkwByglArCWLiVgLFoa6tSaqnWutB2zBRgM8a83uHA8qa92+ahNfznP5CdDe7uEBYGDz7o6FqdUlJSAoCHhwdWq5Xy8nJ8fKR9EG1L9IyvyJh123kfL4HcBUjLT+OPq/5IWU0ZW3O28uygZy8qmFu7di0VFRVYLBa++eYb7rjjjqavrM2nOz9l4c6F9InowxPXP4Gbye20z3/88Ue01vTv3x9fX1+O1hxlb/leFIrdGbv5bOhndOvWDYC3f/Mofbb5UllRSbwlnt3eu7FWWamtqWWb2kZVYRWuJa4cLTjK4sWLefTRRy+oriUlJVitVsIDw9Fa06ldJ8bdPA4vV69znyzEeTD7BGH2MRI0u7h74RrcAUtJPuUHNjNhwlsATJgwgcGDB9edMgqYb0t1tEkpFWBLnzQYWK21LgBQSq0Ghiul1gN+WutNtvL5wB04SSC3Zw+8+SZYLFBQADfeCO3bO64+5eXlpKamAhAUFER+fj6lpaVUVFTQvXt3QkJCjAPr9qdupsl83x/5ng9TP6RXWC+u7SATBkXrIoHcBfh016eU15YT5BnE0n1LeSDhAcK8Lzx1h9YapRQuLi6UlJiYOhX274f77z/zuG052zC7mOkd3vuCg8ZDhYd47YfXsFgt7Dqxi97hvRl15antn7Kysvhk7SdYLcY2XP379+dk4EnyK/Kp8qqiVtWi0SiM67ooF+L84/jrm3/l33v/jYuLC1OnTiUgIIDjJcfZdXIXlpMW3PN9qK3tgNbGHBuAoqIiXFxc8PPza7S+4eHhBAcHk5OTQ7vAdiTdliRP26LZ1J7MpTr3EO7tu2IpKyIiwkhv2a5dO3Jz7TnLL3TbwEjb61+Wn0EpNRWYCtCxY8dLvp+mUF0NVqsFkwnARG3tuc44twuJseqS/R4/fpysrCyqq6vJyspCa015eTknT57Ez8+PyspKunXr1iI7z6Tlp/HYqscoqSrh+yPfc2P0jcS3i2/26wpxvmSO3AXoHNAZi8VCYWUhfu5++Lr5XtT33HzzzXh4eODr60tu7k2sXw/l5fDPf0JR0anjXt34Kg98+QCTl05m7rYLT49XY6kBwGwy4vVqS/Vpny9fvpzqqmosFgvr1q3DYrFwd8+78fPzo9atlieuewIXZfwVqamp4ZNPPmHNh2s4ufMkrq6uFBYWUlVVRceOHelV3YsbPG4gOPtGfHJm8emnd/KvfxnX2b59O//973/59NNP2bNnT6P1NZvNjBo1isGDB3PzzTdLECeajbW6ghNLXiJoyBRc3E/v8VVKtcjimqbYMvDkyZOkpaVR2xQRF5CRkUxm5p/YsWMdFRVVpKTA3r2NH79x46lArcHPMzfyc27jWYU3btzIxl98wbZt23jggQf461//ysaNGzGZTLi6ulJWVgYYD6A5OTmngrisLPj8c6MizZAvJac0B6u2EuARgBUrR0uONvk1hLgU0iN3Acb2HMu+/H0cKz3GH6/9I56unhf1Pe3atWPcOCO93lxbfFZbC66u2J6EDcvSluHi4oLFauGL/V9wf9/7G/i2xl0RfAUTrprAol2LuDXuVkbEjcBitVBaXYqfux9Wq5VaakGDVRu9ctGB0bw5/E3aR7XH7GL89fjmm2949dVXSU1NxdPTk5MnT9KhQwf8/f2Jj4/nxx9/JLMokyC3ICpLfoWL5yDc3MrYuDGdW28NZseOHYCxq8Q7694h7HgYj17zKN5uZ86iNplMZ+21E+JSaUstJ5a8hHf3wXh1NbqJTN4B5OTkEBERQU5ODmFhYRQZT1WNbRuYjTG8Wr98va08qoHjm9yhQ4eYPHkyZWVlxMfH8/bbb2M2X1qT/uabb9CxYwk1NZ2orr6CwkL4179g0qQzj83PhzVrIDAQrrnmVO/7hbDnsdy1C0pLITyc3bt3U1paSmBgIPv27cPdvTsmkwuTJw8mLy+Po0ePEhERQadOnaCyEiZPhvR043tiYuCuu+zfX1lbeRG/hdMltE+ga3BXtuZsJcI7gus6XHfJ3ylEU5JA7heys2HFCoiMhGHDTm+czC5mhscOB4wg6WJlZWWxbJkRpA0ZMpJvvjnA4cPw5z9fS1a9QZlrO1zLygMrAbi+0/VG4bFjUOwFvwh2tIaPPjL+/O1vjXorpZjefzrT+08HIK88j98s+Q1HTh5hcPRgIqMjqTlm9NplBmdSVlbGjh07cHNzM4aZXGDXrl386U9/4sCBA5SVlRESHUKZexnBicH89dd/pV98P7Zt24bVYsULL4IisqkqrqBv37WEhJTw+eeKsLAwcnNzKSgvYA97WL5jOScqTvDm8Dcb/P3IHoqiuWityV/+Jq7BHfDrf6e93Ct2APPmzWPGjBnMmzePUaNG8eqrr4KxbeBDSqmFGIsdTmqtc5RSK4GXlFJ1K5VuAZ7UWhcopYqVUgMxFjuMB/6vOe5l5cqVHD16lODgYFJTUzl06BBXXHHh7dLOnfDOO9CuHbRrF8XRo1uwWCoxm92xWIwHzF+qrTWmguzaZQRi7dopfv3rC7tuamoqk56aBJ5H+Z2rNw/nRsHQW0i46SaSk5dy7Fgihw7dTWioD6NHK2JioomJiSEvLw/A6JErLDQm84WEGK937bIHcqsOruKp5KfACi+OfJHE2MQzels3Zhq9gWeb9+bl6sVHd3zEV2lfEegeiL9Hy+9B7Uhl1WXM3zGf8ppyxl81nlDvi+s9Fs1HArl6qqqMxunYMXBxMR4Q77779GOaYqLrN998g9VqxWKxsGzZf9m5cy4uLtGsXv0vCgthwADjuOcHP8+NnW7E7GJmcPRg+OADo8Utj4ff/Q6uTbB/51tvwdtvG69LS41knr+06uAqdh7fSYhXCBsOb6C9b3tqfGpwN7mToTOY//F8jhw+QlBQEJ6entxwww0cOHAAPz8//Pz8KK0o5Vj2MUzdTWwxb2F9+Xp+nNuV8tLrCPUtpbSqlC7DNzDqzqFUnqghIMCbsrJSunTpwhVXXMEbW96g0FpIkDmIHcd2XPLvsSVNmjSJL7/8krCwMPvG9wUFBYwdO5aMjAyio6NZtGgRgYGBaK155JFHWLZsGV5eXnz00Uf06WNkrZg3bx4vvPACAM888wwTJhhZK7Zu3crEiROpqKjg+iHX0+033Yj0i2Rsj7G4mhr4l1RclKrs3ZTt+hrX0GiOfvh7AAIHjcdv4N2sXv0v5s6dS6dOnVi0aFFdILcMGAEcAMqB3wLYAra/YewDDfDXuoUPwIPAR4AnxiKHZlnoEBcXB0B+fj4RERGEh4df8HfU1hptxfHjxvy4X//6Nfz8nqWiIh+tAzlxAiZMOPO84mLIOlhFSN5BTpa78s37Rxk5ciDu7u7nfe3n/v4cme0y8TdVsdyllL5V/nTevIUrf/c7nnvufzz2mB8m0wFSU3Pp1i2SX/0KCgsLOHDgwKl7bdcOrr/eePp2dYV6C8deXPsiVeVVoOGJz58gMygTV1dXhg8fftrvqii3iEwyz/oAaXYxE+p1eQYws76bxZdpX6JQbD+2nX/f9W9HV0n8ggRy9RQVQV4eeHoar3fvbrrvPnz4MGvXrsXDwwMwhhm11uzYsQOt3diz5zYOHarCbPbCxaUcADeTG8Nih536kvffBxcXrnX9ETaVwcOf2D/68kugg/F0+dVX1zYYyNU1RCVVJXi7eXNH1ztYkLWA2pparut4Ha888gp+fn4EBgYSFRVFZGQk69atIzw8nJCQEJZ8sQSrtmItsHIy/STPr3gDlXaQHsWjuXtwe3r7+TDuynFcd20vkpMPkZubi5ubG126dCEgIIBbzbey+ZvNUAsTBjTwr0MrNnHiRB566CHGjx9vL5s1axZDhpyesuKVV15h+fLlpKWlkZaWxubNm5k2bRqbN2+moKCAmTNnkpKSglKKvn37MnLkSAIDA5k2bRrvv/8+fRL60L5ve753/x7fHr5U1VYxuc9kB9552+IR1YNOT3zZ4Gdr1649o8y2WnV6Q8drrT8APmigPAXoeUkVPQ9Dhgxh9uzZ7N+/n1tuuQV///PrKdJas3jPYtalr+OGyERKS+/A2xusVqiuDuO9996zH9vY/LfAQLjWcxsHSopQejVfrJ/Lj9dfweLPPycysvHUQz9k/sBfv/kr3m7e1AbWYj1hxWp1IS0Uvj9QSVVBIEFLtxHU7058fDRFRRZKSjT//S/s359PZuY4KisrcHNz4/rrrycyMpKcRx5h2eHDuPr7k2Ay4ZtpBGVetV4csx7DV/sSVBFEbW0tNTU1bNq0iVGjjEVfqVu8KDhWSbcRTTPHsC06WHgQrTVuZjfSC9MdXR3RAAnk6gkLMx7uvv/eaKiaKiuIxWJhzZo11NTUUF5ejskUw5o1VxMTc4ysrK+orHTBYnHH07PSvuy/QbGxxtCBUtC162kfXX89zFlufHT98FPlx48ft91bGENjhjJz8Ey252xn1JWjuK7jdVQVV1FeU075lnJqampwc3OjpqYGT09Ptm3bZl/QkJmZSZBfEFXVVRRWFkIY1JwMwd07n2rP9RQWhrBzVyofffQRXgFe9L2rL4/d9RjBAcF4ehpzCcf2HGuf8ze2x9im+eW2kEGDBpGRkXFaWXJyMuvXrwdOpax45ZVXSE5OZvz48SilGDhwIEVFReTk5LB+/XoSExMJCjLSXyQmJrJixQoGDx5McXExAwcO5GTlSfz6+1G8oxi3rm4cKDjQwncqnIVSiqFDh551p5b6tNZkZmayL38fz3z3DK5mV7Zkb+Gu38Yz/5/R+PkZHf3l5XDgAJxtIa1S8NpdG3kt8yj/KthFpJsm7+RJli9fzv225fdWbSWnJIfK2lM9yk+ve5rCikKqLFXEXhWL+7/dyY8uI7TqClKL/kmudxFhK+DPD2g81QpSD7nTPsoFf/9KNm48hNl8Ej8/E0ePHmX79u1E5uczZ/BgzKWlpAUH81NwMI888ggAj8c/zt9W/w1PPOlDH8rLy3F1dbW3R0VFRWzbto3q0mrWeaRzzz332D8Tp/yu7++YsWYGFm1hWv9pjq6OaIAEcvUoBf/v/xmNWHCwMe2iab9fUV0NW7a4sHKlO1ZrZ8aOvQ2r9UtcXI5hsURRU1NO376NfME//gELFhip1m2LJeo8+STke0FR9QlCh75P8pYwivcV88wzzwDw+uuvM3r0aMb1Gse4XuPYc2IPs76bhaXcwpGtR/h+4ff2pf1RUVFcf/31rF27FqUUHh4eVFZW4uHhgUaDGXxMPlSa8qkuKYfSQHJzD7F923as2kp+YT5qmWL7Ndv5VcSvTqvnr7tf4ESaViw3N7fBlBXZ2dmnDdNERUWRnZ191vKoKGN+vL+HP0OvGsqizYsI9grmnl73nHbNOXPmMGfOHAAs5Seb9f5E27Jx40a2b99OWXUZEZYIKoMqqbZUM3B4On+aEo3JBGVlcN99cOSIsZihT5+Gh1YBzA9OpddP83H7cjdHzK5QXk57W9I5q7by2MrHWHlwJZaMAbww5AUgCpOLCYu2YC0twWvrOp7Y6cbSgjgOF7zPTv/r6Fg9jwBXM/nZh6naN5bbzFHkMQ3vzHz6axPHinIoTMslz8XFmOs2ezZ5VVUcc3UlrbiYq44fp7S0FIvFwtVdr+aOzXfY0z2Fh4fTrl07Bg4cyNatW/nhhx84fqIUs9nMyVIXMjMzL2qOoSM0NNXj+eef5/3336duBfRLL73EiBEjAHj55ZeZO3cuJpOJf/7znwwbZoz0rFixgkceeQSLxcL999/PjBkzAEhPTycpKYn8/Hz69u3L0veXosyKEK8m/kdRNAkJ5H7BZDqjs+uCFFQU8MH2D9BaM7nPZII8g8gtz+U703f4H/cn0K0DmzdHAzsAP7799icmTx7EunU9yM9XlJXlU1raSFqTkBD4/e8b/MhshhGjSpmxdiYbN5USWhuK13YvLBYLYAQAo0ePBuBAwQGGzB/CycqThFpCCc8Lx9PTk7i4OEJDQ5k5cybh4eHcfPPNvPXWW1RUVKCUoqKigsrKSq7rch2RxyPZdtSTqvLBXBHlzvHjGziac5SgLkFYLBaUUriaL5+5XU2ZsuK+3veR3j6dxfcsxtf99L8LU6dOZerUqQC4R8Q1yfXE5eHQoUO4u7tjdjUzoGwAqyyr6Ne+H9d0uIa8vGMcOHCA8vLuZGcHceiQsXbgyBFjQejIkQ18oa8v186+F899H1KQ7YanWy9++MGXq6+upMrzGBszNxLoEciR6jL+veHfVB5vz6DKQaR4biJ06zGmfW/Gq9KVUPeebBmxgeHrP8HS4wRVvp7s/7IIX0CFleDje4Awsxu/itpD3F5XvrD4sdfLixWff06wyURSQAAfFhTg7+/P1X36sG7dOvbs2YO7uzsrV67Ez8+PW265hTFjxmA2m7FarUZPnEs1tZZasMCx0gKUh/PspNbQVA+ARx99lD/+8Y+nle3evZuFCxeya9cujh49ytChQ9m/fz8A06dPZ/Xq1URFRdGvXz9GjhxJ9+7deeKJJ3j00UdJSkrigQce4LP/fMa0adIb11o1GsgppUowtp4BqPsbrm2vtdZackQ04Jl1z7Dm0BoA0ovSefu2t5m7bS4/V/9MYFQgheUbCWk/iKNH43Fzy6a4eCkffNCRrKwIlHqYqqpveffdQv74x7GEhYUZs4q/+cYI4gYOBKXYtm0baWlpXHvttfYeHqu28tnuzzhUcIgI3wi01pzkpL2XqHdoKKxbB926seHYBo6VHsMHH9y0G14Bnvi1j+Lbb+/BbI7i8OFA+vQxVoV5enpSUlJCx44d+cc//sGSJUtAwZGiIwSp9nToVMCDU+L5f/9P4+rjirf2JrB9IPG3DiLnx2A++vF/9O17BT179mxzG9+Hh4efkbICIDIy0p7YFIxVypGRkURGRtqHYuvKBw8eTGRkJFn1litnZ2cT0ynmjCBOiIvxTcY37M/fT4f2HTiwxxiqv33A7TzX/zljf+SsLO677z5br7s/paWPUlzsD1yLyWSMUDQkIwNSU4sAM5GRieTn38PChSEsXnyU4aP8yXX1xsUvixN57qxfvp7lGWsxdzbjFeXJKtrj5R7OuxW3sT/3CoJya+kYuIQM1054l5aw+8ABXr7vPv63ciVlXiUMuzWIDj/swkUprG5ulFgsnNwfxpSoQoaO8uCBgmvZfdcovk37GXd3d1zzXVmzeg3l5eUcOhTC1q17CQ01ExoKvXqVUVxczOHMUg6kdcLPtwrTlanQyJ6y9f9fbi0amurRmOTkZJKSknB3d6dz587ExsayZcsWAGJjY4mJiQEgKSnJvsf2unXr+OQTYw72hAkTeP755yWQa8UaDeS01vKvyEXIKMqwJwrOKMoAwNPVE6u2UlVbhbvZlS+WxzH/gy9JT9/Ohg0RuLt7kJ7+A1r/B9CUldXw9ttv8/yzz8LUqZCWZoz7PvUUP3bowIgRI6iuruaKK65g5cqVBAUFsT5jPesPr8fFxYUjxUfo6N+RGmsNnld6ElqleDEjHWbMAG9vjj3QExdc0FYLFmq4ojKQoup78PG5Ca09eOUVxc03w5YtW8jOzsbV1ZX8/HxSUlLo0qULFbvWctBlAymxGexz96XryXxmzZqFu7s7ER0jsFb7MOX+TI66pGK1enDy5A+EhYVd1Kq61mzkyJFnpKyoK3/rrbdISkpi8+bN+Pv7ExERwbBhw3jqqafsG7KvWrWKl19+maCgIPz8/Ni0aRMDBgxg/vz5/L6Rnldxeamuhq++MlaX3nYbeF3gbnUfp37M9OXTqbXWEuEdwYqRK3A3u9OhQwf7g9X27dvJzc0lODiYkpI8PD0/xM3tXqqr06mt/QRv71IKC7udtif0mjXw9NNQUdGRjIxkQkKO4eLigdZ7yMmx8Nl/2mEKnI9lwOP4H6+Gk1BqtYCCipJK/ni7C//4sYoRrGBQ1Xd8nz6YWg8zFe7uKMBSU0Onn3+mR1wcqbEDsPj7Ezx4MGWZmZgsFrzc/diYfQeHjuaws+923uz0NR2+DiPOyxVvv+MEVQeRX5hPdk4hxUVhVFeH8fLzFbwycR8/VeRz+PBhVqxoT/pJK8Eh7Qja/Ss6B3Zu8HdotVqNhMtuDX7cqrz11lvMnz+fhIQEXnvtNQIDA8nOzmbgwIH2Y+qmdABnTPXYvHkz+fn5BAQE2HMS1j/+l2SqR+twXjs7KKWuV0r91vY6RCnV8N/4Nq66upqXX36ZF154wZ5l/JceHvAwLi4uuLi48Pv+xj/GU/pMIbFLIlF+Ubya+CpBfgH84Q/38corLxIR0Zmffz6B1hsw0lR1AjAm3RYXw8GDxu7VVVWwaRNLliyhqKiI6upq9u7da9+HsKTK2Ez6iuAr6BzQmal9p1J1ZRWVfSrxurIMX18XY3n+sWP0znOhQ0AH4moieSK1PXfuqiKqsAwPD0/MZoXVauy1GBMTg7+/P5WVlQQHB+Pu7o63lyeetWaqVRlW1xJOVp1k4c6F/HTyJ7p27Yqfpx+HM1yoqKjBbNbU1popLzd2hnBm48aN45prrmHfvn1ERUUxd+5cZsyYwerVq4mLi2PNmjX2+SUjRowgJiaG2NhYpkyZwtu2vDBBQUE8++yz9OvXj379+vHcc8/ZFz68/fbb3H///cTGxtKlSxduvfVWh92raD1mzYK//hVeeskInC7Uoj2LsFgt+Lj5cKz8GHmueXTs2PG03vFOnTpRWnotO3Y8xqFDd/PzzwOxWMqxWF7Fx+cIXl4bee211wCotdZSUlXCkiVQUQFFRS5UVYXh7h4KKCwWD8zmUqqr0wgydyAoZxIdKgK4qbyCiWgCPVxwb++O8nOls28BlW5+uBVZGHD8Z0p69MJiMlHl7k6vb1PJP2qmV14hnT12kLf1Zayb1rDpqqvY1qULe4IGUlT6A1RvgXxPtNYcqT5MVnkVWSetZOgM4gbE0cu3K7e5d+IO/66c3JNDyex5uC5cSFFBAaWlXkAZBcUueBWOsidAr6+4uJjVq1ezfPlyUneknkpg3ApNmzaNgwcPkpqaSkREBI8//nizX3Pq1KmkpKSQkpKCyevyyq/XmpxzjpxS6i9AAtAV+BDjueTfwHmlt1ZKfQDcDhzXWve0lQUBnwLRQAYwRmtdqIzW5U2MvE3lwESt9TbbOROAZ2xf+4LWep6tvC+ncjYtAx7RzfR/2yuvvMLHH3+M1poTJ07w5ptnJrR1US6UVpUCYHIxtmnw9/DnlaGvnHGsh4cHN900j59/PoirawilpU+j9TZCQ2PZtu1Bfv+sD69074vX7q380N7CSx2+JSenBkzGnCxXV1e8vY3xgCExQ4gLiuNAwQFGdx9NtHc0tTm1+FT6UBBaRbW3iariYlYUF7M305Upt00hffkC4sprqVEn8B/+Je2+G0ZJvh9PPQVBezcSxKnepZKSEqqrq6G8HHNVCWZX26/YM58aq4kPUz8k6bokzC5mjJ76aAoL8/Dzy6VLl1gsFguZmWfP1dSaLViwoMHyhlJWKKWYPXt2g8dPmjSJSQ2kyU9ISLBPWhaizrZtRk5Lsxm2b7/w82/sdCPr0tdRVl2Gr7sv3UK7nXFMRkYVoaEP4eLiT07OrcBq3NwsVFeXEhp6FE9PNwoLC0kvTOeBrx4gvzyf2K734LLxUSoq6uaGRqD1Hjw8PsVs3oun57tkZoKPjx/jdRDXBlTQLyKG6KBjrAktZ8aH+/Ao0dxmOUi5XzvKZv2Tz4PTqFmxh9pSb2ZmPI9bpYVO5nQslQvAfISt7seZsi2ARdE9qCiCGvd83P1zqKqogFzADJVUUqUKqdSeFFrTuaJDOpH5pXTL+pk4t0EEupcTv3s3w+65h+Urt6EZiJenLw891PC46q5du6isrMTT05O0w2nExbbeean1RzymTJnC7bffDjQ+1QNosDw4OJiioiJqa2sxm82nHS9ap/NZ7HAncDWwDUBrfVQpdSHDrh8BbwHz65XNANZqrWcppWbY3j8B3ArE2X4GAO8AA2yBX11AqYGtSqmlWutC2zFTMLKoLwOG00wJOLdu3Yqvry9ms9m+7dQvvbn5TfvWXe9teA+vHC8CAwOJ6xpHtbUaH7fT9w+NiPDF0zPetlHDPG65ZTZffWVizx5fduwAn9v+yUv/3MoT2x+m2KWCsrAygm4KwmuvFz179qSqqgoAHzcf7u96P1ZtZXS/0Tz22GNUbauisKSQ4ggTDw010WfJPo4UmjmwaDEjPV6maMdmUvWzHIpdyQ/td+FxzwhWjl1MWG4pPP4qVpOJ7w8coGPHjhQWFnLkyBGmDhpEh//Mwz0qmNU+YEHhbnJHobBYLZhdzPj6wvz5ZlJTB9K5s6ZzZ9Uq55mI5pUx6zZHV8HpJSXB668bO7aMbSBjT05ODllZWfTs2bPB1BmPXfMYfm5+7Dyxk6l9pxLgEXDGMVarOxUVnlit7mjtBvig9TE6dBiGybQNLy8vHn74YT75+RMOFxymZFMJezc/R/d2Wbi4/B0vLzOVlYp///sKAgL+SGhoKH//exhvvgkFRyC/ohQ3L08CfPyZ9FMW3U6acS0pp9Ddk3YhkfjdfDMf98pi2fdfM8QUTm5pELvc42nvXki+2Qd3j/8SW+6ChzmI/VEB+Ht7owN2Yil2x3TSBHnpmC1mOl9/BZ0rwvA0lROkLHy3cimdtRc1vhWYvSsZ7LMDVeuHW0AA906cyF2TJvHCnG0EBvoydOjp83dLSozE8O7uPlitVqqqqnBxcbnkLdCaU918XYAlS5bQs6eRynDkyJHcc889PPbYYxw9epS0tDT69++P1pq0tDTS09OJjIxk4cKFfPLJJyiluOmmm/jss89ISko6bdpIc5M24+Kcz9/Kaq21VkppAKVUI1NCG6a13qCUiv5F8ShO7VM4D2OPwids5fNtPWqblFIBSqkI27Gr6zKnK6VWA8OVUusBP631Jlv5fOAOmimQGzduHM8//zyAPSP/L3Xw60BafhombaJraVf27NlDRXUFf93wVw6aDjIpfhIP9n/QfvyYMcYy/337YPx42L7dzNKl4OZmzIspq3EzFjns9YSqGkxmEzcOuZGkKUmUlJRw6NAhBgwYYM+oXrfJ/YEDBwjwCsAz2xOPEBMnVCX3FNWSUVFDQfZR3n13C+1LgqhtlwumIqqC/TB1MnGs9BhhT/wN9u5Fac1D5eU87u1NdbUbe/bczhYdQs9jeUzKqiGt44N86r6fDn45TIifgLv5VFb3oCC4+WYAhdaasrIy3NycYJKJEK1IUhL072+0BXG/6AzavXs3U6ZMoaamhpiYGObNm3fGzgouyoWpCVPPeo1bb72SV189REmJC76+0K6dJw891Jk77riW9PROKKXo2rUrEeURWA5Ukb8yFzd3yNr7FW5ev6JLl0FUV5vYuvUjPv74PTp27Eh5+YeAHyZTFcvpzRDLNqyurmyu0VgPV9CnFDxMtRDkCsOGsefENxw3HWdXeDusVj9qlQsnvCPp2Rm8Q0LxKMjErwoK/DuSV1bG0cJDYA4CBariOH+85QkK8gaQybdgsbAv7wT7ulUTXuBGXNV+Ynz82Pmr9zHXVMHvY8DbG0+gY8cz1+xlZhrbHJaUQLduPRk79hjl5cV06NLhgnauaE7jxo1j/fr15OXlERUVxcyZM1m/fj2pqakopYiOjrYndu7Rowdjxoyhe/fumM1mZs+ejcm2qfdbb73FsGHDsFgsTJo0iR49egDG6FNSUhLPPPMMV199NZMnS1Ly1ux8ArlFSqn3gACl1BRgEvD+JV43XGudY3t9DKjrE44E6nfdZNnKzlae1UB5sxg71pbQ1mJhbEOPx8ALN7/A+1vfx1ppJfBQIC4uLuSX5ZOn8jAHmvlwx4fc2/te+359bm5gy18JwI4dxlL/1FQjIeejjxpDdX8f+nde/u5lAj0DefHmF9mXso/vvvuO6upqzGYz9913H3l5eRQXF3Ms6hi33HILyUuT8fHwwTfajWFHCgmq1WRQi0uvXtzW1YuQb5bSpewEV++uZavvMW7PtdLtwylQWAyenqjaWrrEx3Odjz9ff30TGek38+q3mQwI7UN6SQhL//sA4VeE8UpSJu3aNbwiVWvN119/zZ49ezCZTNx9992ENHWCPiHaMNuiwjPU/UMeEhJCeno6GRkZdD2P3EmHDhlbEVZWwhtvQNeulYwY8TNffRVHSYkfL798Lb+ypX88fPjUNOr7et/H3hP/5LvKI/iXm/i25iBVZbMpLtlM0tgJzJv3DpWVlWzfvp2hQz/H0/MuSqvf54hZ8bfgYNLvvpufFhfxY9B+3g904R++d9Ar6UGqBw7i2B+6c7CsgtAuuYSFWAm9/XHyMJM0+td0DHiAqpAUin7OYG9gKNZvv6WL/xUcjNyJRw1MveYRCo4V8FPqLkJivAlyr2Brh+/RpSZ+VHAy2Be3Udt44x1vlAL366Euh3Kv8F5n/H6+/tpIuxISArt3Kzw9r6RnT8ik9YwqNDTV42zB1tNPP83TDUyyHDFihD3XXH0xMTH2la2i9TufQE4D3wHFwBXAc1rr1U1Vgfq9fc1NKTUVmArQ8Wxpy8/i1+fYGTrEK4Qnb3gSrTVr1qwhIyMDN083Kl0q0Wh8XH3sQ69gDJl8/73xFDh4sFF25ZVG7t/6EiIG0md/MkuWwHNfwIABy8jLy8NqtfLjjz/SrVs39uzZg1KKr776iiFDhtC3b1/CwsPwCPEgeOFSXL5/joKYUNZfdwPWWncO9OlCu23ZBFXDwO8tPOxegWuID1it6NJScv38WH/11UTXuOPqGkVQkAsnczRrK69lR0UXAsOqyC+ENWsOEhNznISEBEJDQzGZTPa5e2VlZRw8eNCeVHj37t0MGjToon73QohTrrrqKvz8/KioqCAkJMSejPdcZs0yhg3d3OCpp+Avf/mJgIDj/Pa3JdTUbGXIkHuA05fH5uVBSYkbs7wSWOp7jIVlhZQFmqC6jLKSXQwadIglSzI5efIkWmsCAnYyZ040M2cewGS6mhN5Jzhw2Mq3sRZOKHcOh2he6e/Kv2+8kSWfwo61V3JVtzvpVPoDZRWZhJozKIzYT1W7/sSG3QonKzAHxjB/7lyys/PIzOxHRMR7/Pa3W6mtzWZf5j5c8vOIDQ7By6sMl6oyLLYccZmWk8x85xU6+P2Vqir46KNTgVxDYmLA19dYX+blZSSHF6I1O59AzgejF64AY4HCT01w3VylVITWOsc2dHrcVp4N1J8NH2Ury+bUUGxd+XpbeVQDxzdIaz0HmAOQkJDQrMFj3fY5paWlYAa/n/zIKs5iYvxE3EynhhjXrDGyglitMG+ekWKgoRHIb781tlqtrDQa1ZiYECorK3F1dWXv3kyeeSad0D6a8HB3rFYrFRUVREVF2RcXlN07ngnvf0B8RAQnzSEcye1IgDpJuFcux6rcya41oWstxsxqX192jxrFj0eOkH/yJOZaK0GhYew++R0unS309jzKnowenPRpj5/PMbTeRUGBiS+++AIXFxdMJhPDhw+nS5cueHh44O7uTnFxMVrr01IYCCEu3nXXXcc777xDRkYG1113Hb6+5zd12cXFeIC0Wo0E6F5eXmitqa2twtPT44x5YDt3wuOPG8O7k258kmk3nOT90h8htRKlyrFY3Vi+0vu0nnY3Nzeuu64zQUGunDhRhY+PD7feeitf/+9rgisiucn/JoILg6msrKSkxJ28mLfx8D2K2b0GS7GVaqoBuCn6JmPZG+Dq6kpeXh6lpd7U1OSi9Tby8jTe3ha00hxpl8VenxPcWFBFfE41RyLBbDFTY6nhZPV7+BT+FYBuZ673+MXvFV591dgNMTERrrzSaENlnq9orc4ZyGmtZwIzlVK9gbHAN0qpLK31+W3w17ClwARglu3P5HrlDymlFmIsdjhpC/ZWAi8ppeqigFuAJ7XWBUqpYqXUQIzFDuOB/7uEejUppZS9cf39gIbzgu3YYextGBho7LFaXNzw1mCvvgpHjxoNsDG9YSjffbePqipNTU0G3brdRPBhja/7cYKjgu1pLeqUl5dz2GTC5OODS24lZRXe7DzYC8qrUUEfcjwgALfoaNizB+65hwNdukB6Olfu2YNfcTFeQev4W8cbMHuW88WvfXig3d2UvAphYVX4+Gjc3IyVbVHV1QQUFLDXbKbLjh2Ya2v51c03s27zZn766Se+/vpr3NzczmsISAhxdgkJCSQkJFzQOU89ZfQ2lZbCM89Ajx5Xcfz4cYqLixk0aNAZc1lXrjSO9fWFueu78Nvv/sudP33M6gdSsORHoE7+jg3r/fHz+zMBAS/j4qK44YYb6NChA//6179YsOAwXbp0oXdvD/4R9g/WrVuHycVESHUIqampXDusE5ZvUsmkij2qkBAfXzpUdGDuxLnEBceRWW4EUP7+/kRGRpKTcwSlQqmp6cmxY24MGFBOtUs1ZWYr3tYuFEX5MvCKG/GoOszX6mtqdS09+nXi+vDllJaaKC6+gR9/9KRfP7j22jN/P0oZ83uNOb5CtH4XsgTnOMZ8tnwg7HxPUkotwOhNC1FKZWGsPp2FMfduMnAYGGM7fBlG6pEDGM9hvwWwBWx/A360HffXuoUPwIOcSj+ynGZa6NBchg2DJUugpgZ69TICul+yWGD/fiOAq601nqS/+cYXk2k4rq61aB1PVZWZjIx+XH11OaNGdeXo0aP282uttQQHBzN27FjS09PZtSuBw4e7c/JkFJH9D9Kv312Mvflm3OsNeSZkZ5Px2mtUmkx4lZdzXfoeOs2wYrFayCiKocx3IzfcAF27JpCZGcDJkydpZ7Ew8NNPcbFaCf7yS/DxARcXAgcNYqOrK6mpqdTU1JCamsobb7yBn59sDiJES+vYET78sH6J2b7CMSIigkOHYMuWUz1XnTvDzz8bwV+PHkZay8n97qPkrwG8/EQXKr29iIhwobr6Pp54oh1XXhlMv379AOjWrRvDh9d1gWUSExjD4aDDaK3tK+5jIgIZObCKkKIQTDqc2PhYpo3+xS4CvXrh2qEDH/Tuzbp137FpUwQlJQlkZcGePVfi4bGaK12D8faLIcQ1AJPbcaIsUcS5xJHlnsWUGyax76dCCgp8ycr6mUWL+vPEE8ZcwVa8EFWI83I+eeQexAi0QoH/AlO01rvP9wJa63GNfDSkgWM1ML2R7/kA+KCB8hSg5/nWp7Xp1Qv+9z9jzkr37r9sYA0mEwwZUveZxsXFwtatpXh51eLn546/v5noaCgv96S01BOtjRVJWmv+9s3f+Hzv53QL7cbsabPJP5rP11+nsH17HiEh0UxLaEd29glKftGaRUZGEnrNNezdsAFcXPDsdw3lNVm4YEt0nAOUlOD2v/9xY/RxLMOH037NGqzl5VgCA/E+fhw8PY2fn37iSGgoZWVllJeXc/DgQZYuXUpSUlKrXs4vxOWibgpGbi5MnGj0wLm6wkMPGYuvBgwwRgzuvNPoscorz+eL/H/glTCYsq/HUlnbkQA/T0aPHo6XFxw/fpzjx4/b5u0FcfDgQfbu/YaQkBCuv/56tm7dSlRUFPHx8XiYPbje/XryvPMwWU14FHs0Ws/AwEBGj/4Vd90FI0YY24Tl5JRwRddulJrysfinYQmoxlIbg7vZne7x3fnTgD9RsKsAq9UVq9UFi6WSo0fh5ZeN73zggWb/9QrRrM7nX9EOwB+01qnNXJfLVrt2xs/ZvPkmfPcdHD1aTVGRlaIiF0pL04mNDeP112HDBpg/P5wDB4wnzPHjjS3Cvtj/Be1827Hr+C6WH1hOUs8k+956AGyEoKBeDY4xuM2cSeC//82RwkIq+/Xjmz498PTwxMfNh405G2HxYnyzslBRhZhPnGBJggd9LCfwyivE3L0bHlUWo/twzBiGmkxs2rSJ/Px84uLiqKiooLKyEh8fnzOuK4RwjIwMo+fN09OYi3vkCHTpAr9c43Ww4CBlNWW0v34NFeZsYlz+wAt/6IaXF+Tl5fHf//4Xq9WKt7c3AQEj2LlzJzExNRw+fJgrrriC++6777TviwyPRFkUVVVVBAQEnLWOGzduxGKB/Pxr8fODqip/Sku8MFV7U+Wfz07XNHy8jpHYM5Frul2DyWSiMqiSvXt/xMVFsXNnTwIDjaHiPXua9vcnhCOcc4surfWTEsQ5noeH8QRZXu4CHMLVbTMuQf786m8r6JFQwIYN4Odn/GzYYJzj6eqJQlFcVYxSCj/3BoYyr7224Ykitouq4cNJ9fLix127WL9yPZ6meklH8/PB2xs8PcnLOchrhV8x/U/d+O3EQD6clQSLFsEnn1A0bhwmk4levXrRt29f+yKMupWtQojWoXt3CA83pnC0b2+8b0jXkK4EegRSSyVx1+3itb+7Y0tBRn5+PlprvL29sVgslJaWohSYTCa01lit1tO+S2vNiXYn2MpWKgMr6X1V79M+79Chg73HsLq6mpycHGprq3jsMWNOsVLueHgM5nBuBDuqj1DgfZSdATuJT4i350uLi4tj0KDr+O1vezJ5chAdO+bi65vLvfc27e9PCEeQca1W4sQJePdd2L0bbryx4WNGjoRx46pYtMifarMHrnGLWHl8Bfmr8xgx4n3efdc47t6xlWxdu5bC6mr+EPcH1paspU9EH4Z0GsaGDUaP3TXXAGhycnIwV1URtnAhZGXB1Klw1VX2ax45cgQw9n4tKiqipKTk1BPzjTdS8m0qAa7F7LyxOweOr8HT1ZOwqDC8fIPsCbDKjx5Fa42/v5E7r3v37iQmJp6236PFYizkkJFWIRzH1xf+8x9jTm50tJGovCEBHgF8MvoTdh7fSZfALkT6nUrf2b59e1xdXamoqCAwMJCIiA7U1NRQU5ND+/btiftFZuMduTt4e/vb+Hr4cqjoEN3yu9ElpssZ1ywrK2Py5Mn89NNPBAUFsXTpUu64IwizGTZudGfJkp4UBcbi3fdzRlxxK91Cu5220jQoyNjH+oUX4I47qvHywh58CuHM5J9NB9LamG9SXQ2TJhmN5smTDS94qDN7tg+DB5t548dXoNuXmE1m0grSmPOwsbZAW2rpsmEKqWGheGhNbWVnXp/4On5+fsycCXV5JKdPh969N7Bv3z56rluH/w8/4O7nZ+QaWLXKmNEMREVF8eWX6Sxb1ofq6kBuuMEH+8hH375w1wTywn/mPxv/RpBnECfKTzA4ejBje55KmBweHk5kZCSHDh3C29ubLl264OJyqjN4xw4jKXJlJTz3nDH3RQjhGL6+xv/a5xLkGcSgTmfmhPT19WX8+PEUFhYSHBzM1q3udOvWjQ4djGkUrq6upx1fWVsJgIfZgxpqqLZUN3i9rVu3cvDgQQIDA8nPz2fTpk32ZLZmM1x5paJXryFce+0Z06+B0wcezjWVRQhncs6hVdE8Zs825p5cf72xIuzYMSPtiFJGcuBfqqys5KOPPmLevLf51a/KmPXoADw8TCgUv+v7O5SCyZMh2jSPrVtTqE1Lwzc7G2thoX0o4+uvwd/fCPjWrIG0tDRcXFyodHGhymIxsl+WlxuRpU3Hjh3ZseMa3N190DqU11//Rezv50eVuwkrVsK8w2jn044hnYfgYT41YTknx4TFcis333w/U6ZMITY29rSveP11YyjHx+fUBGRnsG/fPuLj4+0/fn5+vPHGGzz//PNERkbay5ctW2Y/5+WXXyY2NpauXbuycuVKe/mKFSvo2rUrsbGxzJo1yxG3I0ST8fT0pH379ue1pVW/9v341RW/oqiyiL7t+3J1u6sbPC4qKgqTyURBQYH9vRBCeuQcYts2eOIJo0fu+HH47DPo08eY2+biAj0bWIP76quvsnjxYpRSbNq0ifnz59M/sj8Wq4VQ71D7cbtyc/HOzuZ4bCz5wcFcFRhoHwodMsQYNgFIHKqJjIzkyJEj5PTogTUjw8iBMm2a8UheT21tDBUVxmuzGUpKSliwYAGVlZX86lfR1Na2JzEmkbkH59I5oDN3drvTfu6xY3DffZCbqzCbPUhOPnPLodBQI5itqQHbns9OoWvXrqSmpgJgsViIjIzkzjvv5MMPP+TRRx/lj3/842nH7969m4ULF7Jr1y6OHj3K0KFD2b9/PwDTp09n9erVREVF0a9fP0aOHEn3xiYoCdGGuCgTg/RfaG/9C72jMnE1NXxcTEwM//d//8dHH31Ejx496N27d8MHnkNubi4rV67EYrEwYsQI+/w7IZyVBHIOsG2b0QNVlxcuPd2Y/3b33cZnDS3a2rt3L1obiXfT0tIAY2jjl4aPHs3Tycn0zs3F4ufHDQ8+aP/sqafgppsg9IdkrvhkFjokhMOPPQa33IL/k08aE9V+MewBRjLixx4zVrI99RTMmjWLlStX4uLiwh/+8Adee+01boq+iX01+/B198XddOopfP9+qKiAoCBjbcSuXWcGck89ZXx3WRn8vuG8ya3e2rVr6dKlC506dWr0mOTkZJKSknB3d6dz587Exsba9zOMjY21ryZOSkoiOTlZAjlxWVi3Dv78Z+PBtmPHs/fK9+vXj5qamku63rfffktNTQ1KKTZs2MC957ni4doOjSwKE8LBJJC7QLW1tVit1jOyn5/N8eNG+pDgYPjDH6BfP2NYNTPTWI26e7cR8ISHNz4/bNKkSTz99NNYLBamTJnS6LW6dOlK/K/WU1x8kDGTfIxVW3l54O+PydWV6/tXw+MvgdaoAwfovGyZEamB0R3YgN69jaHYOocPH8bT0xN3d3eys7PRWvPaD6+RVpuGRVt4Y9MbPD3I2KC5e3djJW12tnGv8fFnfn9QEPztb+fxi2zFFi5cyLhxp1ImvvXWW8yfP5+EhARee+01AgMDyc7OZuDAgfZjoqKiyM42dpSr3ysQFRXF5s2bG7zOnDlzmDNnDgCW8pOXXO+MWbdd8ncIcSn27zfy1gUHGw99BQVnP/7aa6/FYrGwZs0aMjMziY2Ntc25VWc/0cbNzQ2LxYJS6oz5eqJ5SDvTvGSO3AXYtGkTgwcPZtCgQaxateq8zqmtNbKH//e/xqrUBQuMRaGffWYMcz70kDGk6OFxaouuXyotLaVHjx588cUXJCcnc//99zd6vX/+E+bP9+S77/x5+y1lRI633gqjRxsRpYuLcTFXV6MbzLaS9EJMnz4dq9VKSUkJjzzyCFZtpaCigBCvELxcvcgoyrAfGxJi3PM778Dy5dAWRzGqq6tZunQpv7Yl25o2bRoHDx4kNTWViIgIHn/88Sa71tSpU0lJSSElJQWT14X/txPiQlRXV1NbW9sk31U/jUh9Q4caUypqa43e+vbtz/1dGRkZ7NmzB4vFwp49e8jLyzvvegwePJjQ0FACAwMZOvRSdpoUonWQHrkL8Prrr1NaWorZbObvf/87t9xyyznPKS019kgNCTGCtJ9+gnvvNba/6dYNOnUyertqa43eq1+uWN25cyfTp0+nvLycu+66iyeffPKs1/vxRyO1m58f7NtZDeU/GEHb3r2werVx8TffNCK+du2MSPICXXPNNfztb3/DarVy1113kZmZyZ3d7uSDgx/gZnLjdwm/O+34kJDGU6q0BcuXL6dPnz6Eh4cD2P8EmDJlCrfffjtg7JZRPx1CVlYWkZFG2obGyoVwlEWLFvGXv/wFT09P5s+fb9/Gq6nFxcHixcauEh4e55eCqG7Vu8ViwcXFBaUUxsZA5+bn58e1tiWsv9yTWghnJD1yFyAsLMyeYDI0NPQcRxv8/Y15aYWFxvu77jr98969jd65d94xeuxMv5jo+5///Ie8vDxcXV1ZvHgxRUVFZ73e3XcbaTxKS2HwDRbjC0/ahuDq1tzHx8MHH8BLLzU8Ia+en376iX//+9/s+0VCKTc3Nzw8Tq1MvS3uNlb9ZhWrfrOKhPYXtom3s1uwYMFpw6o5OTn210uWLLH/Azhy5EgWLlxIVVUV6enppKWl0b9/f/r160daWhrp6elUV1ezcOFCRo4c2eL3IUQdi8XCa6+9hlKKkydPMnv27Ga9XlCQ8WB7vnkkO3XqREJCAgEBAXTs1pGnNz7NXzfO4JuMb5q1nkK0RtIjdwGef/55/u///o/q6moeOs+eLKVg1iy4+mpjMeiAAWceExHR+GrNmJgYampqKCgooFOnTnh5eZ31eqNHG0O32dnQubM3jPwnJCcbwdvNN59Xnevs3buXcePGUVNTQ2hoKAsXLjzrCq8AjwD767pNsd3c3E7LGdfWlJWVsXr1at577z172Z///GdSU1NRShEdHW3/rEePHowZM4bu3btjNpuZPXu2/cHgrbfeYtiwYVgsFiZNmkQPyVQqHMjFxYWgoCCOHTuG1WqlXStLvObi4sI111zDNddcwx9X/ZGi4iKsJX7M2zqPx8deg5vp/OcwC+HsJJC7ACEhIcycOfOCzzOZ4J57zu/YXr16nfZ+4sSJeHp6kpWVRVJS0nktsoiNtefzNVZW9Ot3gTU2pKWlYbFYCA0Npba2lvT09PNaqm+1WlmzZg1792bw3XcxZGRcz2uveXDDDbBxo3FMY7uCORtvb2/y8/NPK/v4448bPf7pp5/m6aefPqN8xIgR9uSmonlNmjSJL7/8krCwMHbu3AlAQUEBY8eOJSMjg+joaBYtWgSAMrYfeRMYAZQDE7XW22yfTQCesX3tC1rrebbyvsBHgCewDHhEn++4XyuhlOKtt97i2Wefxc/Pj0cffbRFrnsxqUBqT9RyfMNxsB7HkrWf6sp/4uZ99nZSUo6ItqTtdpW0Ea6urtx3333MmDGD6OjoFr12//798fX1xWQy0blzZ66qt3XX2eTl5XH48GGOHTPh7Z2Lr282zz7bzJUV4jxNnDiRFStWnFY2a9YshgwZQlpaGkOGDKmflPlWIM72MxV4B0ApFQT8BRgA9Af+opSqm+H6DjCl3nnDm/eOmkeXLl146KGHGD9+PH5+DezT3Ep0reiKO+54+3rTztKOQwcPObpKQrQo6ZFrJbTWvP/++yxevJgBAwaQkJBwQSlOmkN4eDhr1qxh69atREZG2vdKPRcPDw+UUri4QHm5N5WV7vj5GelW1q41Vq62lR454XwGDRpERkbGaWXJycmsX78egAkTJjB48OC6j0YB8209apuUUgFKqQhgMLBaa10AoJRaDQxXSq0H/LTWm2zl84E7gOXNeU+Xs4SrEoi0RGIptBAaFXpGb1tpVSmVtZWn7TYjRFsigVwrsWvXLt5//338/f354osvGDBgQKsYavP29kYpxZEjR+jYsSOenp5YLBYOHTpESUkJPXv2xBh9OsXPz49bbrmFlJS9HDwYg79/JM8+CxMmQFaWMdTcq9f57ecoREvIzc0lwjZRtV27duTm5tZ9FAnU3zQvy1Z2tvKsBsrPoJSaitHLR8eOHS/5Hi5X/fr1489//jNZWVlMnDiRwHpL/5fsWcKXaV9S7V3NWyPeomdY86y8FcKRZGi1lalbRn+xU2r27NnD119/TUXdnlqXaOPGjezcuZO9e/fa9wbduXMnWVlZlJaWsnr1aqqqqs44r2PHjtx11y0sWBDLsmXKvo1raKixgcTu3U1SPSGanFLqjIeT5qC1nqO1TtBaJ5zvKnjRsK5duzJkyJDTeuMqair4OONjTAEmqixVfLD9AwfWUIjmI4FcK9GjRw9++9vfAnDbbbeRmJh4wd/xzTffMGHCBP785z/zyiuvYLFYLrleJ06cwNXVFU9PT3vSzcrKSqKioujcuTNWq/W8EobGxUFUlJGGxcsLrrnmkqsmRJMJDw+3p43JyckhLCys7qNsoP5YXZSt7GzlUQ2UN4sDBQdYtGsRu0/Ik9EvuZncCPYKJr88n8raSjr4ywIH0TY5NJBTSmUopX5WSqUqpVJsZUFKqdVKqTTbn4G2cqWU+qdS6oBS6ielVJ963zPBdnyabSWZ01FK8eCDD7J69WpeeOGFi5oft379esrKynB1dSUrK4vCuuR1l+Cqq67CYrFQVVVFvG1/rZ49e+Lj40NlZSW9e/c+Z0oUMIK3efPg8cfhxReNlbVCtBYjR45k3rx5AMybN49Ro0bVfbQUGG9rfwYCJ7XWOcBK4BalVKCtjboFWGn7rFgpNdC24nU8kNwcdc4uzmbi5xN5Zt0z/HrRr9mfv79Jv//gwYPMnj2b+fPnU1JS0qTf3RJMLibevu1tRsSNYGqfqUxLmOboKgnRLFrDHLmbtNb191eZAazVWs9SSs2wvX+C01ePDcBYGTag3uqxBEADW5VSS7XWlx7FOJnrr7+er776iurqatq1a3faXJGLFRsbi8ViwWq1cuWVVwLGvLmbb74ZrTWdOnU6bVeCs/H2NpJ+CuFI48aNY/369eTl5REVFcXMmTOZMWMGY8aMYe7cuXTq1IlFixbxqrEH8TKM1CMHMNKP/BZAa12glPob8KPta/9at/ABeJBT6UeW00wLHQ4WHqTaUk2odyj55fnsz9/PFcFXNMl3a6156KGHyMjIwGKx8Prrr/OXv/ylSb67JcUExvD84OcdXQ0hmlVrCOR+aRTGijCAecB6jEDuglaPAQtattqON2TIEObOncuxY8fo2LGjPdnsparrcas/b6il5hEJ0dQWLGi4aVi7du0ZZbb2ZnpDx2utPwDOmHiltU4Bmn1Wfa+wXoR4hXC46DA+rj70jWi61UNWq5X8/Hz8/PwoLy/n2LFjTfbdQoim5eg5chpYpZTaalvBBRBuG54AOAbUbVx5oavHzqCUmqqUSlFKpZw4caKp7qFV6dWrF4mJiec13Hm+Gtvs+mJce62kHhGiKQR6BrJg9AI+uuMjVo1fRYRvI9vDXASTycRjjz1GcXExZrOZBx988KK+R2vYsMHYEXD79iar3mVv0qRJhIWFnbb/bUFBAYmJicTFxZGYmGifWqO15uGHHyY2NpbevXuzbds2+znz5s0jLi6OuLg4+9QCgK1bt9KrVy9iY2N5+OGHL3rxnWgZju6Ru15rna2UCgNWK6X21v9Qa62VUk32N0hrPQeYA5CQkNCm/2ZK5vLLQ8as2xxdBeFA/h7+9Iu8uJ1bziUpKYnw8HBMJtMZO86cr6+/hg8/NFIO7d4Nixef2vJZXLyJEyfakzXXqUtqPWPGDGbNmsWsWbN45ZVXWL58OWlpaaSlpbF582amTZvG5s2bKSgoYObMmaSkpKCUom/fvowcOZLAwECmTZvG+++/b0+DtWLFCm699dYLqqO0TS3HoT1yWuts25/HgSUYGdJzbUOm2P48bjv8QlePCSGEuATu7u6Yz3cn+wZkZxu9cgEBUFsLeXnnPEWch0GDBhEUFHRaWXJyMhMmGGv9JkyYwOeff24vHz9+PEopBg4cSFFRETk5OaxcuZLExESCgoIIDAwkMTGRFStWkJOTQ3FxMQMHDkQpxfjx4+3fJVonhwVySilvpZRv3WuMVV87MVaJ1a08ncCpFV8XtHqsBW9FXOaio6Pp1asX8fHxJCQkAE07zCGEs0pMhJAQI+1Q//5gWy8lmkFjSa2zs7NPG6GJiooiOzv7rOVRUVFnlDdkzpw5JCQkkJCQgKX8ZHPcljgPjhxaDQeW2CbMm4FPtNYrlFI/AouUUpOBw8AY2/EXs3pMNBMZuj3d119/TUhIiP19Uw5zCOGs2rWDl16C4mK4/XZwcfSs7MtESy1Gmzp1KlOnGtPb3SPimv16omEO+99Ka31Ia32V7aeH1vpFW3m+1nqI1jpOaz20LijThula6y5a6162lWF13/WB1jrW9vOho+5JiDpNNcwhhLNzczN65SSIa16NJbWOjIw8LUVUVlYWkZGRZy3Pyso6o1y0XvK/lhCXSCnFLbfcQt++fZkzZw7QdMMcQghxPhpLaj1y5Ejmz5+P1ppNmzbh7+9PREQEw4YNY9WqVRQWFlJYWMiqVasYNmwYERER+Pn5sWnTJrTWzJ8/v36CbNEKOXrVqhBO77vvviMyMpLjx4+TmJhoT5xcpymHOebMmWMPFmVOihCXp/NNag0wYsQIli1bRmxsLF5eXnz4oTFoFRQUxLPPPku/fsaq5+eee86+gOLtt99m4sSJVFRUcOutt17wilXRsiSQE+IS1Q07hIWFceedd7Jlyxb7MEdERMR5D3OsX7/+tPLBgwefcS2ZkyKEuJCk1kopZs+e3eDxkyZNYtKkSWeUJyQksHPnzkurpGgxMrQqxCUoKyuz70NZVlbGqlWr6NmzZ5MNcwghhBBnIz1yrYTWmlmzZpGcnEy/fv34+9//jqenp6OrJc4hNzeXO++8E4Da2lruuecehg8fTr9+/ZpsmEMIIYRojARyrcSOHTtYvHgxJpPJvoJx5MiRjq6WOIeYmBh27NhxRnlwcHCTDXMI4SjXOsl+es5STyGagwytthJ1vW+enp74+Pjg4eHh4BoJIYQQorWTQK6V6Nq1K3/6058IDw9nwoQJDBkyxNFVEkIIIUQrJ0OrrciYMWMYM2bMuQ8UQgghhEACOSGEuOxUVVWxdetWKioq6Nu3LwEBAY6ukhDiIkkgJ4QQl5kffviBffv24eLiQm5uLuPGjWuRvTlF25Yx6zZHV+GyJIGcEEJcZoqLi3F1dcXNzY2ysjJHV0cIcQlksYMQQlxm+vfvj1KKiooKBg4cKL1xQjgx6ZETQojLTLt27Rg/fjwWiwU3NzdHV0cIcQkkkBNCiMuQyWTCZDI5uhpCiEskQ6tCCCGEEE5KAjkhhBBCCCclgZw4qw8++IBXX32VoqIiR1dFCCGEEL/QZgI5pdRwpdQ+pdQBpdQMR9enLVi5ciWvvvoq//rXv5g8eTI1NTWOrlKrkpmZyU033UT37t3p0aMHb775JgDPP/88kZGRxMfHEx8fz7Jly+znvPzyy8TGxtK1a1dWrlxpL1+xYgVdu3YlNjaWWbNmtfi9CCGEcE5tYrGDUsoEzAYSgSzgR6XUUq31bsfWzLlt2rQJFxcXAgMDyczMJC8vj4iICEdXq9Uwm8289tpr9OnTh5KSEvr27UtiYiIAjz76KH/84x9PO3737t0sXLiQXbt2cfToUYYOHcr+/fsBmD59OqtXryYqKop+/foxcuRIunfv3uL3JIQQwrm0lR65/sABrfUhrXU1sBAY5eA6Ob2hQ4eitaawsJBu3boRFhbm6Cq1KhEREfTp0wcAX19funXrRnZ2dqPHJycnk5SUhLu7O507dyY2NpYtW7awZcsWYmNjiYmJwc3NjaSkJJKTk1vqNoQQQjixthLIRQKZ9d5n2cpOo5SaqpRKUUqlnDhxosUq56yuu+46nn/+eR555BHeffddSVVwFhkZGWzfvp0BAwYA8NZbb9G7d28mTZpEYWEhANnZ2XTo0MF+TlRUFNnZ2Y2WC+clUz2EEC2lrQRy50VrPUdrnaC1TggNDXV0dZzCmDFjeOCBB/D09HR0VVqt0tJSRo8ezRtvvIGfnx/Tpk3j4MGDpKamEhERweOPP95k15ozZw4JCQkkJCRgKT/ZZN8rmk69qR63At2BcUopGScXQjSLthLIZQMd6r2PspUJ0axqamoYPXo09957L3fddRcA4eHhmEwmXFxcmDJlClu2bAEgMjKSzMxTHcdZWVlERkY2Wt6QqVOnkpKSQkpKCiYv/2a8M3EJZKqHEKLFtJVA7kcgTinVWSnlBiQBSx1cJ9HGaa2ZPHky3bp147HHHrOX5+Tk2F8vWbKEnj17AjBy5EgWLlxIVVUV6enppKWl0b9/f/r160daWhrp6elUV1ezcOFCRo4c2eL3I5rMeU31EEKIptAmVq1qrWuVUg8BKwET8IHWepeDqyXauO+//56PP/6YXr16ER8fD8BLL73EggULSE1NRSlFdHQ07733HgA9evRgzJgxdO/eHbPZzOzZs+3zDt966y2GDRuGxWJh0qRJ9OjRw1G3JVqIUmoqMBWgY8eODq6NEMJZKa21o+vgEAkJCTolJcXR1WgT6oYF60/YF83PPSKOqpw0R1ejzVJKbdVaJ1zEedcAz2uth9nePwmgtX65sXPacnu0caPx57XXOrYeonlJe9T8GmuT2srQqhBCtBYy1UMI0WIkkBNCiCakta4F6qZ67AEWyVQP0VKio6Pt0z0SEozOm4KCAhITE4mLiyMxMdGeEklrzcMPP0xsbCy9e/dm27Zt9u+ZN28ecXFxxMXFMW/ePIfcizg/EsgJIUQT01ov01pfobXuorV+0dH1EZeXr7/+mtTUVOqG62fNmsWQIUNIS0tjyJAh9m0Aly9fTlpaGmlpacyZM4dp06YBRuA3c+ZMNm/ezJYtW5g5c6Y9+BOtjwRyQgghRBuWnJzMhAkTAJgwYQKff/65vXz8+PEopRg4cCBFRUXk5OSwcuVKEhMTCQoKIjAwkMTERFasWOHAOxBnI4GcEEII0UYopbjlllvo27cvc+bMASA3N9e+T3a7du3Izc0FZLeZtqJNpB8RQgghBHz33XdERkZy/PhxEhMTufLKK0/7XCmFUqpJrjVnzhx7sCg7zTiO9MgJIYQQbUTdrjBhYWHceeedbNmyhfDwcHui8pycHMLCwuzHXspuM7LTTOsggZwQQgjRBpSVlVFSUmJ/vWrVKnr27MnIkSPtK0/nzZvHqFHGjnEjR45k/vz5aK3ZtGkT/v7+REREMGzYMFatWkVhYSGFhYWsWrWKYcOGOey+xNnJ0KoQQgjRBuTm5nLnnXcCUFtbyz333MPw4cPp168fY8aMYe7cuXTq1IlFixYBMGLECJYtW0ZsbCxeXl58+OGHAAQFBfHss8/Sr18/AJ577jmCgoIcc1PinCSQE0IIIdqAmJgYduzYcUZ5cHAwa9euPaNcKcXs2bMb/K5JkyYxadKkJq+jaHoytCqEEEII4aQkkBNCCCGEcFISyAnRSqxYsYKuXbsSGxtrz7wuhBBCnI3MkROXrH7iSHFxLBYL06dPZ/Xq1URFRdGvXz9GjhxJ9+7dGz2nV6Qs9xet37XXOroGoiVIe+Q40iMnRCuwZcsWYmNjiYmJwc3NjaSkJJKTkx1dLSGEEK2cBHJCtALnuyXOnDlzSEhIICEhgRMnTrRkFYUQQrRCEsgJ4UTqZ1IPDQ11dHWEEEI4mEMCOaXU80qpbKVUqu1nRL3PnlRKHVBK7VNKDatXPtxWdkApNaNeeWel1GZb+adKKbeWvh8hLtX5bokjhBBC1OfIHrl/aK3jbT/LAJRS3YEkoAcwHHhbKWVSSpmA2cCtQHdgnO1YgFds3xULFAKTW/pGhLhU/fr1Iy0tjfT0dKqrq1m4cCEjR450dLWEEEK0cq1taHUUsFBrXaW1TgcOAP1tPwe01oe01tXAQmCUUkoBNwOf2c6fB9zR8tUW4tKYzWbeeusthg0bRrdu3RgzZgw9evRwdLWEEEK0co5MP/KQUmo8kAI8rrUuBCKBTfWOybKVAWT+onwAEAwUaa1rGzj+DEqpqcBUgI4dOzbFPQjRZEaMGMGIESPOfaAQQghh02yBnFJqDdCugY+eBt4B/gZo25+vAc2+qZvWeg4wx1a/E0qpw810qRAgr5m+uyk5Qz2doY7gmHr2UUpta+FrtgYt9bvu1ALXAGDr1q150h5JPZuQtEfNw9H/7Rtsk5otkNNaDz2f45RS7wNf2t5mA/Wzy0bZymikPB8IUEqZbb1y9Y8/V/2abcmfUipFa53QXN/fVJyhns5QR3BMPZ3ld9PU2uJ9S3sk9WxK0h41j9Z6j45atRpR7+2dwE7b66VAklLKXSnVGYgDtgA/AnG2FapuGAsilmqtNfA1cLft/AmAZFEVQgghxGXBUXPk/q6UiscYWs0Afgegtd6llFoE7AZqgelaawuAUuohYCVgAj7QWu+yfdcTwEKl1AvAdmBuC96HEEIIIYTDOCSQ01r/5iyfvQi82ED5MmBZA+WHMFa1tiZzHF2B8+QM9XSGOoJj6uksv5umdrne98Vylt+X1LPpSHvUPFrlPSpjdFIIIYQQQjib1pZHTgghhBBCnCcJ5JqJUupVpdRepdRPSqklSqkAR9epTmPbnbUmSqkOSqmvlVK7lVK7lFKPOLpOjbHtPrJdKfXluY9ukuu1+v9+TUUplaGU+tm2lV+KrSxIKbVaKZVm+zPQ0fVs7aQ9ujTO1B6BtElNxVnaHwnkms9qoKfWujewH3jSwfUBjP/BaXy7s9akFiNRdHdgIDC9ldYT4BFgT0tcyIn++zWlm2xb+dUt+58BrNVaxwFrbe/F2Ul7dGmcqT0CaZOaUqtvfySQayZa61X1dpzYhJHjrjVocLszB9fpDFrrHK31NtvrEoxGqdXtIq+UigJuA/7VQpd0iv9+zWwUxnZ8INvynRdpjy6Ns7RHIG1SC2h17Y8Eci1jErDc0ZWwieTM7c5aZYNURykVDVwNbHZwVRryBvBnwNpC13O6/36XSAOrlFJbbVvsAYRrrXNsr48B4Y6pmtOS9ugStPL2CKRNakpO0f44cq9Vp3e2bci01sm2Y57G6Jb/T0vWra1QSvkA/wP+oLUudnR96lNK3Q4c11pvVUoNdnB12qrrtdbZSqkwYLVSam/9D7XWWiklS++R9qgltOb2CKRNagZO0f5IIHcJzrUNmVJqInA7MES3njwvZ9sGrVVRSrliNJr/0VovdnR9GnAdMFIpNQLwAPyUUv/WWt/XjNd0mv9+TUFrnW3787hSagnGME6uUipCa51j2yXmuEMr2UpIe9S8nKA9AmmTmpSztD8ytNpMlFLDMbq3R2qtyx1dn3oa3O7MwXU6g1JKYezSsUdr/bqj69MQrfWTWusorXU0xu9xXTM3mOAk//2aglLKWynlW/cauAVjO7+lGNvxgWzLd16kPbo0ztAegbRJTcmZ2h/pkWs+bwHuGN2xAJu01g84tkqgta5VjW931ppcB/wG+FkplWore8q2w8dly4n++zWFcGCJ7f8fM/CJ1nqFUupHYJFSajJwGBjjwDo6C2mPLo20R41wov+GF8pp2h/Z2UEIIYQQwknJ0KoQQgghhJOSQE4IIYQQwklJICeEEEII4aQkkBNCCCGEcFISyAkhhBBCOCkJ5IQQQgghnJQEckIIIYQQTkoCOSGEEEIIJyWBnBBCCCGEk5JATgghhBDCSUkgJ4QQQgjhpCSQE0IIIYRwUhLICSGEEEI4KQnkhBBCCCGclARyQgghhBBOSgI5IYQQQggnJYGcEEIIIYSTMju6Ao4SEhKio6OjHV0NIS7a1q1b87TWoY6uh7h00h4JZyftkeNctoFcdHQ0KSkpjq6GEBdNKXXY0XUQTUPaI+HspD1yHBlaFUIIIYRwUhLICSGEEEI4qct2aFWcXfSMry7p/IxZtzVRTYQQl7tLbY9A2iTRdkmPnBBCCCGEk5JATgghhBDCSUkgJ4QQQgjhpCSQE0IIIYRwUhLICSGEEEI4KQnkhBBCCCGclARyQgghhBBOSgI5IYQQQggnJYGcEEIIIYSTkkBOCCGEEMJJSSAnhBBCCOGkJJATQohLoJQyKaW2K6W+tL3vrJTarJQ6oJT6VCnl5ug6CiHaLrOjKyCaR1NsMi2EOC+PAHsAP9v7V4B/aK0XKqXeBSYD7ziqckKIts0pe+TkCVgI0RoopaKA24B/2d4r4GbgM9sh84A7HFI5IcRlwSkDOU49AdepewKOBQoxnoCFEKK5vQH8GbDa3gcDRVrrWtv7LCCyoROVUlOVUilKqZQTJ040e0WFEG2T0wVy8gQshGgNlFK3A8e11lsv5nyt9RytdYLWOiE0NLSJayeEuFw44xy5NzCegH1t78/7CVgIIZrQdcBIpdQIwANjjtybQIBSymxrk6KAbAfWUQjRxjlVIFf/CVgpNfgizp8KTAXo2LFj01ZOCHFZ0Vo/CTwJYGuP/qi1vlcp9V/gbmAhMAFIdlQdWwtZfCVE83G2odW6J+AMjEbyZuo9AduOafQJWIYyhBAt4AngMaXUAYwRg7kOro8Qog1zqkBOa/2k1jpKax0NJAHrtNb3Al9jPAGDPAELIVqY1nq91vp22+tDWuv+WutYrfWvtdZVjq6fEKLtcqpA7izkCVgIIYQQlx2nmiNXn9Z6PbDe9voQ0N+R9RFCCCGEaGltpUdOCCGEEOKyI4GcEEIIIYSTkkBOCCGEEMJJSSAnhBBCCOGkJJATQgghhHBSEsgJIYQQQjgpCeSEEEIIIZyUBHJCCCGEEE5KAjkhhBBCCCclgZwQQgghhJOSQE4IIYQQwklJICeEEEII4aQkkBNCCCGEcFJmR1dACCFE6xY94ytHV0EI0QgJ5FopaTiFEEIIcS4ytCqEEEII4aQkkBNCCCGEcFIytCqEEG2cTNUQou2SHjkhhBBCCCclPXLNRJ6AhRBCCNHcpEdOCCEuglKqg1Lqa6XUbqXULqXUI7byIKXUaqVUmu3PQEfXVQjRdkkgJ4QQF6cWeFxr3R0YCExXSnUHZgBrtdZxwFrbeyGEaBZOFcjJE7AQorXQWudorbfZXpcAe4BIYBQwz3bYPOAOh1RQCHFZcKpADnkCFkK0QkqpaOBqYDMQrrXOsX10DAh3VL2EEG2fUwVy8gQshGhtlFI+wP+AP2iti+t/prXWgG7kvKlKqRSlVMqJEydaoKZCiLbIqQK5+i7mCVgaTiFEU1JKuWIEcf/RWi+2FecqpSJsn0cAxxs6V2s9R2udoLVOCA0NbZkKCyHaHKcM5C72CVgaTiFEU1FKKWAusEdr/Xq9j5YCE2yvJwDJLV03IcTlw+kCuUt5AhZCiCZ0HfAb4GalVKrtZwQwC0hUSqUBQ23vhRCiWThVQuDzeAKehTwBCyFagNb6O0A18vGQlqyLEOLy5VSBHKeegH9WSqXayp7CCOAWKaUmA4eBMY6pnhBCCCFEy3GqQE6egIUQQgghTnG6OXJCCCGEEMIggZwQQgghhJOSQE4IIYQQwklJICeEEEII4aQkkBNCCCGEcFISyAkhhBBCOCkJ5IQQQgghnJRT5ZETziN6xleXdH7GrNuaqCZCCCFE2yU9ckIIIYQQTkoCOSGEEEIIJyVDq0IIIdo8me4h2irpkRNCCCGEcFISyAkhhBBCOCkJ5IQQQgghnJQEckIIIYQQTkoCOSGEEEIIJyWBnBBCCCGEk5JATgghhBDCSUkeOSGEaOUuNQeaEKLtkh45IYQQQggnJT1yjZAnYCGEEEK0dm2mR04pNVwptU8pdUApNcPR9RFCXL6kPRJCtJQ20SOnlDIBs4FEIAv4USm1VGu927E1E0JcbqQ9apucfa9WZ6+/aFybCOSA/sABrfUhAKXUQmAUIA2nk2oLjU5buAdxUaQ9EkK0GKW1dnQdLplS6m5guNb6ftv73wADtNYP/eK4qcBUgODg4L7R0dEtXVUhmkxGRgbyd7j5bN26NU9rHXqh50l7JC5H0h41v8bapLbSI3detNZzgDkACQkJOiUlxcE1Es5g0qRJfPnll/+fvTuPq7rKHz/+OvdeFlF2BRHcEFJxCQWXsTKXSDPDTMc0SxstymoqnZqcr1nZb0ptpmkZnWksLWxKMltwSnHNNnPBpVRMUXABEZFF9u1yfn/c6w0VXIHLxffz8bgP7j2f5Z4PFz++71neBz8/P/bu3QvAs88+y//+9z+cnZ3p1KkT77//Pl5eXgDMnTuXxYsXYzQaefvttxk2bBgACQkJPPXUU5jNZh566CFmzrQMnUpNTWX8+PFkZ2cTERHBhx9+iLOz8yXrFRkZifwN1x+l1NH6PL/cj0RTIvej+lfbPampTHZIB9pWex1kLRPimj344IMkJCScUxYVFcXevXv55ZdfuOGGG5g7dy4ASUlJxMXFsW/fPhISEnjssccwm82YzWYef/xxVq9eTVJSEsuWLSMpydLT9txzzzF9+nQOHTqEt7c3ixcvbvBrFHVK7kdCiAbTVAK57UCoUqqjUsoZGA+stHOdRBMxcOBAfHx8zim7/fbbMZksDdr9+/cnLS0NgPj4eMaPH4+LiwsdO3YkJCSEbdu2sW3bNkJCQggODsbZ2Znx48cTHx+P1pqNGzcyduxYACZPnsyXX37ZoNcn6pzcj0S9mjJlCn5+fnTv3t1Wdu+99xIeHk54eDgdOnQgPDwcsHR5NmvWzLbt0UcftR2zY8cOevToQUhICE8++SRnh1rl5OQQFRVFaGgoUVFR5ObmNuj1iSvTJAI5rXUl8ASwBtgPLNda77NvrcT1YsmSJdxxxx0ApKen07btb40xQUFBpKen11qenZ2Nl5eXLSg8W16bRYsWERkZSWRkJFlZWfV0ReJayP1I1Leaegk++eQTdu/eze7duxkzZgz33HOPbVunTp1s29555x1b+bRp03j33XdJTk4mOTnZds558+YxdOhQkpOTGTp0KPPmzWuYCxNXpUkEcgBa61Va6xu01p201q/Yuz7i+vDKK69gMpmYOHFig7xfTEwMiYmJJCYm0qrVFY/DFw1E7keiPtXUS3CW1prly5czYcKEi54jIyOD/Px8+vfvj1KKSZMm2XoD4uPjmTx5MiC9BI6gyQRyQjS0Dz74gK+++oqPPvoIpRQAgYGBHD9+3LZPWloagYGBtZb7+vqSl5dHZWXlOeVCCHE1vv/+e/z9/QkNDbWVpaam0qtXL2699Va+//57wNJ7EBQUZNunem9AZmYmAQEBALRu3ZrMzMwa30t6CBoHCeSEuAoJCQm89tprrFy5Ejc3N1t5dHQ0cXFxlJWVkZqaSnJyMn379qVPnz4kJyeTmppKeXk5cXFxREdHo5Ri8ODBrFixAoDY2FhGjRplr8sSQji4ZcuWndMaFxAQwLFjx9i1axf/+Mc/uO+++8jPz7/s8ymlbF9Uzyc9BI3DdZV+pKnbfHwzAAPaDrBzTZqWCRMmsGnTJk6fPk1QUBBz5sxh7ty5lJWVERUVBVgmPLzzzjt069aNcePGERYWhslkYuHChRiNRgAWLFjAsGHDMJvNTJkyhW7dugEwf/58xo8fz/PPP0+vXr2YOnXqZdVrT/qZSyYdlqTCQtRus+WWyYAmcsusrKzk888/Z8eOHbYyFxcXXFxcAIiIiKBTp04cPHiQwMBA2yQtOLc3wN/fn4yMDAICAsjIyMDPz++S713b/UjuQfVPAjkhLmHZsmUXlF0s2Jo1axazZs26oHzEiBGMGDHigvLg4GC2bdt2bZUUl6W0tJSBAwdSVlZGZWUlY8eOZc6cOTXm8gNQSrkAS4EIIBu4V2t9xLrtL8BUwAw8qbVeYy0fDrwFGIH3tNYyUlw0iPXr19OlAnfiZwAAwyRJREFUS5dzukyzsrLw8fHBaDSSkpJCcnIywcHB+Pj44OHhwZYtW+jXrx9Lly7lj3/8I2DpWYiNjWXmzJnSS+AApGtVCHHdcHFxYePGjfz888/s3r2bhIQEtmzZcrFcflOBXK11CPAGMB9AKRWGJa1IN2A48C+llLHaOqt3AGHABOu+QtSZCRMm8Lvf/Y4DBw4QFBRk+3uNi4u7YJLDd999R8+ePQkPD2fs2LG88847tokS//rXv3jooYcICQmhU6dOttn3M2fOZN26dYSGhrJ+/Xpb8nLROEmLnBDiuqGUokWLFgBUVFRQUVGBUoqNGzfy8ccfA5ZZei+99NLZQ0YBZ1+sABYoy4ChUUCc1roMSFVKHcKyxirIOquintXUSwCWCVjnGzNmDGPGjKlx/8jISNtqNdX5+vqyYcOGa6qjaDjSIieEuK6YzWbCw8Px8/MjKiqKTp06XSyXXyBwHGz54c4AvtXLrdKsZbWVX0ApFaOUSlRKJcqMPyHE1ZJATghxXTEajezevZu0tDS2bdvGr7/+apd6aK0Xaa0jtdaRMuNPCHG1JJATQlyXvLy8GDx4MD/99NPFcvnZ1k1VSpkATyyTHmpbT1XWWRVCNCgJ5IQQ142srCzy8vIAKCkpYd26dXTt2vViufxWApOtz8cCG7VlQcqVwHillItSqiMQCmxD1lkVQjQwCeSEENeNjIwMBg8eTM+ePenTpw9RUVGMHDmS+fPn849//IOQkBCys7Orp5dZDPhaJzPMAGYCWNdOXY5lEkMC8LjW2izrrAohGlq9z1pVSi0BRgKntNbdrWUvAQ8DZ0f4/p/WepV12xXlZrJ+G47DMgB5B/CA1rq8vq9LCOF4evbsya5duy4ory2Xn9a6FPh9TeeyrqF6wTqq1nvZqmuurBBCXIaGaJH7AEuepfO9obUOtz7OBnFXk5tpvvVcIUAuliBQCCGEEKLJq/dATmv9HZBzmbvbcjNprVOBs7mZ+mLNzWRtbYsDRlnzOQ3Bkt8JIBa4uy7rL4QQQgjRWNlzjNwTSqlflFJLlFLe1rIrzc3kC+RZx6VUL6+R5G0SQgghRFNir0Du30AnIBzIAF5viDeVvE1CCCGEaErsskSX1jrz7HOl1LvAV9aXF8vBVFN5NuCllDJZW+UkZ5MQ1XSY+fUl9zky784GqIkQ4noi95WGY5cWOaVUQLWXo4Gzi71dUW4maz6nb7DkdwJLvqf4hrgGIYQQQgh7q/dATim1DPgJ6KyUSlNKTQVeU0rtUUr9AgwGpsNV52Z6DphhzfPkiyXvkxBCCNEkTZkyBT8/P7p3724re+mllwgMDCQ8PJzw8HBWrfotA87cuXMJCQmhc+fOrFmzxlaekJBA586dCQkJYd68ebby1NRU+vXrR0hICPfeey/l5ZLRqzFriFmrE7TWAVprJ611kNZ6sdb6Aa11D611T611tNY6o9r+r2itO2mtO2utV1crX6W1vsG67ZVq5Sla675a6xCt9e+11mX1fU1CCCGEvTz44IMkJCRcUD59+nR2797N7t27GTFiBABJSUnExcWxb98+EhISeOyxxzCbzZjNZh5//HFWr15NUlISy5YtIykpCYDnnnuO6dOnc+jQIby9vVm8WNpHGjNZ2UEIIYRwIAMHDsTHx+ey9o2Pj2f8+PG4uLjQsWNHQkJC2LZtG9u2bSMkJITg4GCcnZ0ZP3488fHxaK3ZuHEjY8daRixNnjyZL7/8sh6vRlwrCeSEEEKIJmDBggX07NmTKVOmkJubC0B6ejpt2/42VzAoKIj09PRay7Ozs/Hy8sJkMp1TXpNFixYRGRlJZGQk5uIz9Xhl4mIkkBNCCCEc3LRp0zh8+DC7d+8mICCAP/3pT/X+njExMSQmJpKYmIjRzbPe30/UzC7pR4QQQghRd/z9/W3PH374YUaOHAlAYGAgx4//lk8/LS2NwEBL3vyayn19fcnLy6OyshKTyXTO/qJxkhY5IYQQwsFlZNjmDPLFF1/YZrRGR0cTFxdHWVkZqampJCcn07dvX/r06UNycjKpqamUl5cTFxdHdHQ0SikGDx7MihWWlS9jY2MZNWqUXa5JXB5pkRNCCCEcyIQJE9i0aROnT58mKCiIOXPmsGnTJnbv3o1Sig4dOvCf//wHgG7dujFu3DjCwsIwmUwsXLgQo9EIWMbUDRs2DLPZzJQpU+jWrRsA8+fPZ/z48Tz//PP06tWLqVOn2u1axaVJi1wjs3nzZjZv3mzvaojz1JS3KScnh6ioKEJDQ4mKirINLtZa8+STTxISEkLPnj3ZuXOn7ZjY2FhCQ0MJDQ0lNjbWVr5jxw569OhBSEgITz75JJZc16KuHT9+nMGDBxMWFka3bt146623gNo/S2XxtlLqkHVt6N5nz6WUmqyUSrY+Jlcrj7DmyTxkPVY19HWKpm3ZsmVkZGRQUVFBWloaU6dO5cMPP2TPnj388ssvrFy5koCA3/Luz5o1i8OHD3PgwAHuuOMOW/mIESM4ePAghw8fZtasWbby4OBgtm3bxqFDh/j0009xcXFp0OsTV0YCOSEuQ015m+bNm8fQoUNJTk5m6NChtoSaq1evJjk5meTkZBYtWsS0adMAS7AwZ84ctm7dyrZt25gzZ44tYJg2bRrvvvuu7biackSJa2cymXj99ddJSkpiy5YtLFy4kKSkpFo/S+AOLCvMhAIxWNaJRinlA7wI9AP6Ai8qpbytx/wbeLjaccMb7AId3PFVqzheLZGtEOLSJJAT4jLUlLcpPj6eyZMtDTHVcy3Fx8czadIklFL079+fvLw8MjIyWLNmDVFRUfj4+ODt7U1UVBQJCQlkZGSQn59P//79UUoxadIkydtUTwICAujd29Ko5u7uTteuXUlPT6/1swRGAUu1xRYsazsHAMOAdVrrHK11LrAOGG7d5qG13mJdQnApcHcDXqIQ4jojgZwQVykzM9PWfdG6dWsyMzOBK8/blJ6eTlBQ0AXlNZG8TXXnyJEj7Nq1i379+tX6WQKBwPFqh6VZyy5WnlZD+QWUUjFKqUSlVGJWVlZdXJIQ4jokgZwQdUApRUMMhZK8TXWjsLCQMWPG8Oabb+Lh4XHOtob6LLXWi7TWkVrryFatWtX7+4lrs/n4ZjYfl/HLovGRWavios5OvBgwYICda9L4+Pv7k5GRQUBAABkZGfj5+QG1520KDAxk06ZN55QPGjSIwMBA0tLSLti/oXSY+XWDvVddOjLvzqs6rqKigjFjxjBx4kTuueceoObPMi8vDyAdaFvt8CBrWTow6LzyTdbyoBr2F+K60ljuK1d7n3Ak0iInxFWKjo62zTytnmspOjqapUuXorVmy5YteHp6EhAQwLBhw1i7di25ubnk5uaydu1ahg0bRkBAAB4eHmzZsgWtNUuXLpW8TfVEa83UqVPp2rUrM2bMsJXX9lkCK4FJ1tmr/YEzWusMYA1wu1LK2zrJ4XZgjXVbvlKqv3W26iQgvsEuUAhx3ZEWOSEuQ015m2bOnMm4ceNYvHgx7du3Z/ny5YBlSv+qVasICQnBzc2N999/HwAfHx9mz55Nnz59AHjhhRdsEyj+9a9/8eCDD1JSUsIdd9xxTooAUXd+/PFHPvzwQ3r06EF4eDgAr776ao2f5d/+9jeAVcAI4BBQDPwBQGudo5T6f8B266lf1lrnWJ8/BnwANANWWx/iUgoKYM8ecHcHreEau7d/PvkzeaV59A/qj4tJ0meIpksCOWEj3ai1W7ZsWY3lGzZsuKBMKcXChQtr3H/KlClMmTLlgvLIyEj27t17bZUUl3TzzTfXmqOvps/SOvP08Zr211ovAZbUUJ4IdL/wCFErsxliYuDYMUsA17Yt3HXXBbuVlZWRnp5OmzZtcHV1rfV0X+z/gle/fxWNpm9gXxaOWNgg4x6FsAfpWm3itNYUlRdJglkhRON15gwkJ4OnJxiN8MMPF+xSWFjI/fffz4QJE/j9739PTk5ODSeyWJeyjjJzGc5GZ7ambaXMXFaftRfCriSQa8LMVWZmbZxFxKIIhiwdQk5J7Tc+IYSwG29vCA+H/HyoqoLbb79gl507d3L06FH8/PzIyMhgy5YttZ5ucMfBOBudKTeXE9EmAhejdK2Kpku6VhuB+urS3H96P+tT1uPTzIf0M+msObSGCT0mXNE59uzZUy91E0IIG6VgwQJYtAhatIChQy/YJSgoCIPBwMmTJzEYDOfkZDzf2K5jCfYKJq80j5va3STdqqJJk0CuCfNy9UIpRUF5AQA+zXwucYQQQtiJqyuEhNS6OTg4mIULF/Ldd9/Rt29fevToUeu+Siki2kTURy2FaHSka7UJC/II4u9Rf6erb1d+3/33RHWKuuJznDx5kgMHDlBUVHRZ+x8/fvycHGpCCFFXIiIimD59OjfddJO9q2JXU6ZMwc/Pj+7df5tT8+yzz9KlSxd69uzJ6NGjz+ZB5MiRIzRr1ozw8HDCw8N59NFHbcfs2LGDHj16EBISwpNPPmkbS52Tk0NUVBShoaFERUXZ1oQWjZMEck3cLe1vYfm45bwy5BUM6so+7u+++44lS5bw2WefERMTQ2Vl5TnbK6sqqdJVdVldIYSDqKyqJC0/jbLKOpxIcPiw5VEHNm/ebBu20tQ8+OCDJCQknFMWFRXF3r17+eWXX7jhhhuYO3eubVunTp3YvXs3u3fv5p133rGVT5s2jXfffZfk5GSSk5Nt55w3bx5Dhw4lOTmZoUOHMm/evIa5MHFVJJC7zlTpKgrLCy9rFus333yDwWDAw8OD5ORkqq8HuSp5FTcvuZkhsUPYfXJ3PdZYCNHYlFaW8vDKh7nnk3sYu3wsp4tPN9h719Tqr7Vm48ZS6ipuS0uzTJzNz6+b89W1gQMH2nJQnnX77bdjMllGS/Xv3/+c1WJqkpGRQX5+Pv3790cpxaRJk/jyyy8BiI+PZ/LkyQBMnjzZVi4aJwnkGpHNm2HPHvd6O39OSQ5DY4cSuSiSv2z4C+Yq80X3v+mmm6iqqiI/P5/27dtTfT3Iud/PpbKqkpySHN7Y8ka91VkI0fj8kvkL+7L2YTKYOJh9kO+Oftcwb5yQQMpbb5FYbcZqTk4O48aNY9q0aSxa9B+qqqpITk5mw4YNpKamXvFb/Por3Hsv/OlPcP/9cJmjShqVJUuWnJNUPDU1lV69enHrrbfy/fffA5Cenk5Q0G+ryQUFBZGebllNLjMzk4CAAABat25NZmZmje+zaNEiIiMjiYyMxFx8pr4uR1yCTHa4jqw5tIb0/HRaNm/JxtSN7D+9n+5+tectve2225g0aRJnzpzhlVdesX3bA/B18+Vg9kEqqypp2axlQ1RfCHGenJIcfj39K6E+obRq3urSB1yGs92RXboMwGyGVjWctnWL1hiUgcqqStxd3Al0b4C1gZOTYeZMKC+HQ4fg7rvByYnVq1fz888/4+ISwdat29i0KZQXXniBU6dO4W4wcItStLv1VrjM9Yu3boWsLMt1Z2ZaenpbtE3hm9RvCPYOZkDbxj2D/+y9euLEiQAEBARw7NgxfH192bFjB3fffTf79u277PMppWqd9RsTE0NMTAwALgGh1155cVUkkLuO+DTzAQUF5QU0d2qOl6vXJY8JCgoiKCgId3dLS+HZrov7ve5nRcYKQm8M5en+T9dfpYUQNcouzmbCZxM4lncMNyc3/nff/wj0qJuAassWmD7dslLWM8/AuHHnbm/n2Y4FIxaw5vAaIgMi6RfUr07el06d0Frz448/kpaWxq233krr1q0t29avh5IScHen8ngGfxl/iMPG9gwd6oWrawsyTjWj2C+Vj/Z+SXl5Of4tPbjn4B6MzzxOpW8Aps++hBtuuGQVbrzRktaurAx8fMDJ+wSTvphEVlEWTkYnIttEEurbOIOWDz74gK+++ooNGzbYgi8XFxdcXCx59CIiIujUqRMHDx4kMDDwnO7XtLQ0Aq3Brr+/PxkZGQQEBJCRkYGfn1/DX4y4bBLINRLffQeffw4uLjBrVv28R1SnKMZ1G8fB7IM80ecJgjyCLn1QNQsXbubLL90ZOLAHQ4a04cl+T9ryy2mtSS9I50zpGTxdPeuj+kKIar779Tu2/7KdirIKXLxd2HFix1UFclrDqVPg5gZlZad544032LRpGD4+N+Lh0Zx33rkwkCstLeXNP7/JwYMHCXg0AN1JX32uNq3hxx+hsBDKy0lKTuap995Da02nTp34/PPPadasGXTuzHcmE6vy8jhU6sTGfb9SrI9SvukE93kG87UxmZ86OvFZ5ho6dWrBPvPPHOtgxpxWxQOHT+C/bdtlBXLh4bBkiaUlrm9fOFCaTLm5nJbNW5JTnMOB7AONMpBLSEjgtdde49tvv8XNzc1WnpWVhY+PD0ajkZSUFJKTkwkODsbHxwcPDw+2bNlCv379WLp0KX/84x8BiI6OJjY2lpkzZxIbG8uoUaPsdVniMkgg1wgUFMDSpZYb6ZEj8PXXMHx43b+PQRn465C/nlN2dtDwxZJrAqSmwsKFlm+pzgd+we/QRlpGd7W10CUa/8m/E/+NZ6Unzw94/pLnE+JadZj59WXve2TenfVYE/s4uOUgpamlaA+N2clM85LmV3WeN9+Ejz+2fIkMC/uUX375BehGeno6zZuHEBJy4VDq//3vf6zZuwYXpVn415e5pVs3Dufm8s477+Dl1ZHDh/8KNGfBAksLV2201uQuXoDHfz7AVAV07coRr1bk5IwE2nHkSBJZWVm0a9eO9WYz/y0o4FR5OdvLTeRX7MHVtS8lRZU0dy/DpYs7Lp5eVJjTaDm8Jfu2GXAuNbOtdSWjUyrwv0jeufN162Z5ADiX9MCnmQ/HzlhaPnsH9L6C3279mDBhAps2beL06dMEBQUxZ84c5s6dS1lZGVFRljRT/fv355133uG7777jhRdewMnJCYPBwDvvvGObKPGvf/2LBx98kJKSEu644w7buLqZM2cybtw4Fi9eTPv27Vm+fLndrvVaXcl9ojG5knuWBHKNgFKWR5U1k4fRaN/6VKe15tChQzg5bUZrS7CZd/QMq1Z9y/6fVhMY2I+27QP4pe9SvFy8UGbFquRVjOwz0t5VF6JJ6xLYhY4ZHamsqKT5sebc+JeLREy1KCmBjz6yPD9+HLKz+5GdHU1xcReMxkLGj6/ioYcuDOS+O/YdecU5UNWBgpw25D/3Z14sLsGteXO++24Tzs5f4+c3juefh//9D6qqqjAYDJwqPMXrP71Oc+fmPDPgGeZ8O4eNKYu5tX05M0/dYPnGeOMw8vNbA+UodSeurm0A+Orrr/nWaES7umIuL0KpHSha0z/oLXrpbHYVBLMFM/6+btzQ6gZ2NttJrimPbwIMHJ08n07nRZRFRUVkZRXTsmVLoPbWRJ9mPsSNjePTfZ8S6BFIG/c2V/x7rmvLli27oGzq1Kk17jtmzBjGjBlT47bIyEj27t17Qbmvry8bNmwAYH/WfiaumkhxZTEvD3qZWzvceg01F/Wh3gM5pdQSYCRwSmvd3VrmA3wCdACOAOO01rnK0jb/FjACKAYe1FrvtB4zGXjeetq/aq1jreURwAdAM2AV8JR2sBXiW7SAqVMtXas33AAjRljKiyuK+frg1zgZnRgROgJno3O91WHz5s3s2bPnnGzpGRkZvPPOO5w8eZLJk53o0eMutm7VuFWm0zIwm6yTk8nMNJB+wkBVQEeK2/yMR6UH7b3a11s9hRAWAwYMwLPKk9StqYy8byS+vr6XfWyVruJM6RlaOHni62tg82Yz5eWa5s27UlDQn6qqcrQO56WXDPj7gzUThU15cDnOLoG4pUfiXdqft/e/xQFDLkYfExUGD5ypQmswGMzMnv0Sq1atIiIigu97fM/R/KMArD+4noPHDuJfrNgQVEFX82ludx/I6YJsTJ6DcGteTluf9pjNlv+m/Pz8cHV1BaCsrIxevU7Qv+N6Bu47gWelkUczvOkQ1peOt4diwMAnZZ/gVOnCuP6TGTDsoXPqn5KSwsMPP8yJEx2IiIhgwIBpF+0a9nL1optft8v+/TYlr/34Gmn5aTgbnXlp00t88+A39q6SOE9DtMh9ACwAllYrmwls0FrPU0rNtL5+DrgDCLU++gH/BvpZA78XgUhAAzuUUiu11rnWfR4GtmIJ5IYDqxvguupU//6Wx549lsAOYNaGWXydbGkW3pO5h9m3zq6X9y4tLWX9+vUcPXqU0NDfxn7ExsaSk5NDs2bNWLnyS/7+91v43e/cSfokkfz0LMrKmtGypQm3Zop2RxZy++jluBa5Mrjj4HqppxB1YcqUKXz11Vf4+fnZWiNycnK49957OXLkCB06dLB1JTXmL5crV66ktLSU3r1788MPP5CamkpwcPAljysqL+Kxrx8jKSuJbn7duHfii2za5AaUkpcHWh+yVh1KSgqJiSmhoMCX7GwDkyeDq+tJ2pwOoczwZ4o9Azmdm0RaXhVlgYU4N3PG7QYDwc37YDScJviud1mxfAVeLl5s2rSJY0HHMBlNmLWZncd2Yj5g5gzg0d6J1kNHkfPFdo77/4xL8wjyS9rQa8ROAgL6AjB8+HB+/vlnUlJSMJlM9O7dm9M/fU+KuYCcIsgvPMkHnj/h/P1yThWdwtDWQGV5JR/v+xgPVw/m3vZbgtzPP/+c9PR0nJw6sWPHDtLS0mQ4SC1auLSgvKocjaa589V134v6Ve+BnNb6O6VUh/OKRwGDrM9jgU1YArlRwFLrTW+LUspLKRVg3Xed1joHQCm1DhiulNoEeGitt1jLlwJ34wCB3NmxZRdbi37XyV14N/Om0lzJjowd9VaXxYsX8/nnn1NSUkJpaSlDhgwBwNPTE6015eXltGjRAhcXZ/r1KyCm+zBe+eIAUYYUDm9qhdYw62k/+vV9QpbnEo3egw8+yBNPPMGkSZNsZWcz2c+cOZN58+ZVz2TfaL9cnp1JXlhYiFLqnAHu1S3bs4ysoiz+0OsPuLu4s37/djb8tzdu+nZ29vsv7d3jcHZujtatqKjoCGzHErcWAicpL09n/vyDtG79CJs2nSAvbyRFRaVUlTtjqJhDFYqS8gAob4Orbzhtbj7NB9PMPJlwP2uyj3Ei7AgDEpxof8rAOqcb2KkP46QNDEr2JC/ZwIE25Xie9mSz81a8fc9gcDUTEj2c3I6taeM9kc2bKxkwYACBgYG0adOG3NxcCgsLSUhI4IxLBrs6Qe/jcDLXjO+2XO5LzeGN8AqynC0r0RiVkV0nd53zO+nYsSNubm6UlJhp1qwZXl5edf3xNBmzbpmFAQNFFUU8O+BZe1dH1MBeY+T8tdYZ1ucnAX/r80CgeiSQZi27WHlaDeU1UkrFADEA7dq1u4bqX7vfEiz617rPuG7j+Oe2fwJwb7d7gcsLAC/H/v2WsStBQXDo0CE8PDwwGAwcOnTIts/EiRP5+OOPOXbsGA888ABKKVavXs3e8uM083djRJ+OdB1n6Y7oZ80+sCdzD3DpyROiduXmcnZl7KKlW0s6+XSyd3WanIEDB3LkyJFzyuLj49m0aRNgyWQ/aNCgs5vs+uVSa/j5Z6ishIgIy1jas+6++27S0tLYs2cPDzzwwG9pOqrZfGwzL3/3Mmj47uh3vHHLGyz/ZzA521uTZ9A4H/Pjd++Y6dnzDXJygsjOPkJWVg7QHPgF+BlYQU7OrQQGQlbGVxRlHSbAqRmZ+a0pLOsEeGA0OmM+cRfl2kBFtjt595awLyWHnF1FlP3ai3WVBjb4HmVWUk++fG42wf9vIV1+PETpyQy+O+HOs2P688/cXwkJyCTitBumFgaGthuK3yk/TqakwKef4rF/P6aTJ8kwm8nKCiUzE/A4hq8XZJRDFXspAE5XOLNwlTP/76Ewkn4+QGFVIWnGIqLvKaW82JWnnoLRo0ejtWb9+mJuvfVWW1AsLtS6RWveuuMte1dDXITdJztorbVSqkHGtGmtFwGLACIjIxvVOLoTJ+DoUSgtLcBsXXBhWuQ0hnYcislgqtP/0HNy4JFHLEkvvb3h1luHs2/f65SUlDCuWp6B5ORkIiMjCQoKIjU1lW+//ZYdu3Zwg+E0BYHQrriU7tExl5V24HJnx561+bglYm3syTfrmtaap1Y/xaYjm1BK8e87/y2DixvARTLZ19uXy8v5Yvnuu5aH1pYUIH/+82/bnJ2dmTFjxkWv68e0HwHwcfNBnVDEx8dzeO8wgtw9KXfNx01HMDzShx7Le3Dw4EGCgrozZIiZrCwDZWV/w9n5A5Qqx8lpHPktdkDP2WR+UUBecSEdKipIcfPDYOhGixaR5OY2p2c7A2YzbPiikuw1AynZ/zO0iOZ4RTvu9djOjvy9jNFd4Ndcys6cwc1splXbTgwq7cp+r0oyDQdJ8q7gxClXDG8k8e3p7zHm5hLo6UmYhwdTUlP5ysuLyspKDAYjVeVAFRzzhfJTTnTL7EtZnhf9ytL5YczXdE8ZSLm5nCNfjSczJR/XKleWLoU77jAwduxY2th/3oIQ18xegVymUipAa51h/XZ7ylqeDlT/nz7IWpbOb12xZ8s3WcuDatjfoZSVwbx5ljRKRUXuVFYWWGeuKgYM6HzZ59FaU1lVecn9Tp+G0lIwddxMAZm0aTOMv/7Vm19//ZXBg38b31ZSUkJlZSW5ublkZmaSmJiI2dWMWZvJz4U1K9fw6KCEc5aC0VpTpS3Tb88Gby1atODHH3/EYDDg5eUl334vIq80j8QTiXg386agrIBVyaskkGtgF8tkX5cu54vl119bgjijEVatOjeQuxwDggawZNcScopz+F3l73AyOjFs2C6WLRuEX/POtvMFBgbaksEeOACJibB0qYHNm1thMBj485992dfqf/zv+zJGDHKmKl3Tfd9dLDD6UVhYiZfXDlq1CqGysg19+hg4k2uicuckMHwBLp2AMxw4eTcjs1cy+Kb+PGUGp+Ji1ps6831FV5zLyjFhwE21AEMlFQHFpP+0nQCX9uRpzdd5eZhatcKpc2f6dehAYpIXhYWFVFQYKCutwq2Zgd6DptE+KQf3ylze0X+k98kDVFZV4mx0xlzaHJNrOc6VjXf9VCGulr3WWl0JnJ0HNRmIr1Y+SVn0B85Yu2DXALcrpbyVUt7A7cAa67Z8pVR/66DkSdXO1WgVFxdz+PBhUlNTKSsrIzFxD1lZe/DxAYMB0q8iFC0oK+Cv3/2VmP/F8Ny65y4a0AUHW7pC8/OhWTPLJIsxY8Yw2NcXtm+3/M8B9OzZE7O1eTA7OxsnJyfKSstQbuDsDsYqOHbsGADffvstK1euZMeOHfz4w498//33nB3fvW7dOrKzszl16pSt+0rUzMPFg47eHTldfJqKqoq6y5gvLupsJnvg/Ez2F/tyWVt5nX25vPlmyz/Hykq46aYrP/6mdjcx+5bZPBL5CLf1ug00tGmTy4IFv7JxI4wde+Exbm4wcCA89dT9tGzZkuDgYO66K4rfdQynmV8bDrd34kxXN5Kcfk9hYRUVFbtIT/8z+fm/Y+LElfzzn+DqCs7GHijTDZAViqGgKyWV8Ev2KbYWFLOntJgKpfDWrvg1d6dY+dOi0o/mZidcK020LCunXaUBr+RkOhYW0iMkBIAjt9yCq48PFRUtcHW9Ec9urXBp505Lj1b8rv+L/BgygYRu0/jafzL/S/4S32a+aK3pFpWIR5UPpsoixt9derUfhxCNUkOkH1mGpTWtpVIqDcsA4XnAcqXUVOAocLY/bxWWUbaHsMwQ+wOA1jpHKfX/sIzCBXj57NgU4DF+myG2GgeY6LBu3TrS08sB+PbbfNzdISzMkgzY2Rl+G55zcZ999hmnT59m4sSJbEjbwOHcw7R0s6yj+vPJn4loE1HjcSYTvPUWRPyUC+YSWrfGsjL0++/DyZOWr+Rvvom7uzu7d+9mx44dVFRU0MyrGeHDW9J5fybbKiCw1MydkZGkpKTwzDPPYDQaCQgLoKw4EHPGae67rwU+Pj6UlZVhMpmoqqqirKysTn6HTZXRYOTdu95l05FNtGreit8F/c7eVbou1JTJ/m9/+xtYvlw+oZSKwzLZ4Yy1J2EN8Kr1iyVYvlz+xXqvyrd+Ed2K5cvlP6+2XjNmWMbGmc2Xf18433097wPAbDaT2sGyiHzHjh0vmq9Sa82MGTPIzMzkxIkT/OMf/+Dll1/G08WTjIIT9PUdypTk1jjvPElFxVtUVZ2isDCT5OR1GI13ExEBbdootJ5AYXkRzoYTpGc+Qql3Jj84QV42lPn4crqgDbnp/vxq6gJ5zWjbfhuQzdRfyokqKOUTUyWeTk7cPX486zp1Yt/PP7N3azF5eZ05UxSEyd0Tc/ibjO05mcfv9CHxOJzJUwTf/wkb076iOLMYX2dftj3wMHrd7XyT3ZOT73ZmVatptGzjzC8n96AUDODykwUL0dg0xKzVCbVsGlrDvhp4vJbzLAGW1FCeCNS+8nsjlJ5exJkznjRrVkZSUhLz5/+Im5s7//3vCIqKCqhl8tk5MjMzWbRoESUlJXz99dc8/OrDKBRFFUVUmCs4nHu41kAO4N2d/+HN3W/iVemFf3Nv2u4FMjLA05P/pq2m5EsPJo2ew8mTJ1FKYTQaqTJW0a4UBriZcPHVDPP2I6ioiFcSEsjLy0MpRStzK8pKy8jLy+P777/H3d2dm266iY0bN2I0Grn55pvr7hfZRHm6ejKqiyyJU19qyopfUyZ7ayBn1y+XRiNYJ5FfM6PRSIi1Zau60tJSvvrqKwoKChg4cCCdOnWiqqqKQ4cOcerUKbTWJCUloZQ6J7VQXBw88kgJ69btAcpwdna15aEcOdKyrn1GBvTv35yqqua8OC+TA78ouirY3L0t5c4PMD35CXKKW3I6KQXnXj/hXVXGjS0jGNfJiGnXCnq3aAEtWuBUVsaIESOIj48nPd0djL4QkktlVXN0fh8SshO4cfeNBPfbjYfJg9MtTlO8qpjsH7LJzsnmg/y/MfJUJYtO3snalFsw/sFA+44QOcISKAvhyOw+2eF6k5MDH398FxUVBzAYKlmx4h+cOjUGcOOxx7ayYEEbCgsti1a7uVnW+jPV8Clt27aNoqIiPDw8yMzMxCPbg7FhY1lzeA1llWXE/xrPyBtG4uZ0YVRorjLz3s738HTxRJkVXx34ijs6TQKl2GE8xb9Cz6DTlnNok6Zv3758/vnnODk54WH0wCs4gtZHNtK12ICPTwCEhdHm8GHMZjMnMk9gqDDg0sxMMNC8eXMKCwsps96EgRpn1jmyN954g/feew+lFD169OD9998nIyOD8ePHk52dTUREBB9++CHOzs6UlZUxadIkduzYga+vL5988gkdOnQAYO7cuSxevBij0cjbb7/NsGHD7HthTVhNWfEBWyb76q6HL5e7d+8mIyMDZ2dnvvnmGwIDAzGZTJYvb9blZmoaM9imDaxc2YF3332chQsXEhwczMSJE637w/Tp5+zNqFG7+fCzDymtLOXR+x7l5ZcNGD8FX1VG1gkT2usQThXQxssL0/9bALfdBnPmgK+vLSPx8OHD2bJlBcU5Bij3Bdf9FBaY+fW7ZJ7Z8Qw92/WktbE13f26U/hrIThBa9/WLD94CJMexs7KHlRoE5XlRgoLITlZAjnh+Ow1Ru66tXcv5OaCk5OZiopC8vKGAm5AEYcP9+DUKXjjDfjwQ1i0CP7zn5rPExISglKKvLw8TCYTwcHBRLaJpKiiiBbOLdievp3P939+4YGbN1P5w3eUVpbya9avFJQVEOQRZIkYhw1jb2uFi38bfDxbsy5lHVMfmkpYWBi+vr60bduWiXfN4M5XlhMxehpJ419h1bYSBg0axNhxY/EY5kGvM6e48WQqTsZCWzeqm5sb7dq1s3vKl7qWnp7O22+/TWJiInv37sVsNhMXF8dzzz3H9OnTOXToEN7e3ixevBiw5Ovz9vbm0KFDTJ8+neeeew6ApKQk4uLi2LdvHwkJCTz22GO2sYlC1LeqqirbBA+tNVprjEYjPXv2pGvXrnTu3Jl+/Woeq6mUIiYmhp9//pkvvvjiohOZnJycmDJ+Co/d/xgGgwHrkqBgdqZTj2zaRu4jsJU7kUHhlvIHHmDAoUMM2LoVWrUCLGlDZsy4nR79sjA5a5RnGrrQH1PSXTiZnMg2Z1NEEZWllYzsP5KWxpZUnnGiWcAQvJ6chLGlF84tXFAGhZsbdA2rw1+kEHYiLXINLCQEKiqKKC01Ai54eBRy+jRAM9q08cXVNZuUFMt9q7gYdu6s+Txdu3bl/vvvJz09nfvuu4+2bduyff/233ZQ2CYb2JSXw4kTfJaxFbcyNwwGA4FZZYwKDbZ8hY6IILRVGZvctlBSnM3gjoNp7tacmJgY2rVrx759+3jrrbcoBZxvagfWm7bJZKL/4P7sO/Epg3KLyC5zInjTd7gMHI1XQMBlZZt3VJWVlZSUlODk5ERxcTEBAQFs3LiRjz/+GLDkJHvppZeYNm0a8fHxvPTSSwCMHTuWJ554Aq018fHxjB8/HhcXFzp27EhISAjbtm3jd7+T8XGi/oWHh3PkyBEKCgq45ZZbaNbMsqrDwoULiYuLw9PTk/vuu6/O3/emm+CllyAnR/HApAhOln5Mxbc7cXO++NiSyZMnExwM46cnUlE6gMqMtpTwHukqHYyWHod72t5Dvzv7cTq9BTuOdWfv3hjerXQhZoZlOdd+/aBXL/gxuc4vS4gGJy1yDaxNG7jrrhXk58dTWLiC3r1/JSysnC5dmvPxx754esKtt1pa7crL4fe/P+8EVVVg/dbcvHlzQkNDueGGGwBL4sbfh/0epRS9Wvfinq73/HZcURFMmsSeZ2Jx+egwpUW5lJUWYiwsRq9ZZ3nDHj0IjhjFQzc8RExEDG8MewOwjK0xmUy8/fbbrF27lrU//MD3339/TrWGDR5GlMEFc1UV5SYDXpVGItu3t7UcNkWBgYE888wztGvXjoCAADw9PYmIiMDLywuTtT88KCiIdOs05PT0dFsePZPJhKenJ9nZ2eeUn3/M+RYtWkRkZCSRkZGYi8/U8xWK64Gbmxv33XcfjzzyCF27drWVBwQEMH36dKZMmWJb47SuBQZCjx7g1sxAsHfwJYO4s4xGmD4+Er/jjxDqMpybJznh384f7+beOLs5M3z4cG7pcAuu+SMwmbri42Pg5Eno3Bnuuw8eeAC6X2Hn94C2AxpNXsspU6bg5+dH92oXkZOTQ1RUFKGhoURFRZGbmwtYvtA/+eSThISE0LNnT3ZWax2IjY0lNDSU0NBQYmNjbeU7duygR48ehISE8OSTT17YKCAaFWmRq2c1JcItKUnCYCjFxcWF06dP8uij4OxcQu/eis2bLcNBbr3Vkhpk+HB+W86hsBCmLQUnZ7bNvYu8vDzAkvrjbP634SHDGR4yHAAXgwtmsxmj0Whp2ktJAfcQ3EqL8Mut4LhrJQMOF+N5/AeYO5e8QYM4evQoI4ePpGtuLmz/bVmbFStWkJ2dTVVVFYX5+RhOnbLkRbDGaM2dmzMh5p98/eIUWpS54B7YEfxrX7WiKcjNzSU+Pp7U1FS8vLz4/e9/T0JCQr2+Z0xMDDExMQC4BIReYm9xVoeZX19ynyPz7myAmoiL6nH5s0cHDABLo7UB2j5JzP/2UlVSRZh/GF7NvEhMTMTTcweurt04fryIu+7ywMurabRdXO4yc/Pnz2f16tUkJyeTnJzM1q1bmTZtGlu3biUnJ4c5c+aQmJiIUoqIiAiio6Px9vZm2rRpvPvuu/Tr148RI0aQkHBuvlBRP672HtQ0/qrr2ObNv8VO9WHgwIEAlJWV0b17d5ycnM7ZrhR07Ai2eQF5eZaswX/9Kzg5Q0U5qT/9hLOzM66urhcsNzSg7QBKDpbQq1cvIiIi2L59u+Wrr8EA+fkYDEao7MVdiTfQpsiIdnLiREoKs2fPJi4ujhdeeIF8a9bMzz//nLVr11JSUoKXpycGsxk3s5mIkhLYts32nrsydnHP/pfY38WfNl2GoGY/Dy4u9fUrbBTWr19Px44dadWqFU5OTtxzzz38+OOP5OXlUVlpyeOXlpZmS7QaGBhoC+wrKys5c+YMvr6+55Sff4wQTdmAAVe33ODZ4266yfpodxOvDn2VESEjGN1lNEopzpw5Q6tWRdx11z6mTNnA3/9egeG8//FOFJxg76m95JTk1PxGjdTAgQPx8fE5pyw+Pp7J1kkhkydP5ssvv7SVT5o0CaUU/fv3Jy8vj4yMDNasWUNUVBQ+Pj54e3sTFRVFQkICGRkZ5Ofn079/f5RSTJo0yXYu0ThJIHcFcnNzeeyxx3jkkUeqL+Fzxe69917uuusuhg4dyoIFC0lJUSQmWtY+3bPnvJ1ffx3+9CeYMYO3KnN4v+wUJWUGgpUiNTWVw4cP1zgGbd68eTg7OwPwt9deg3ffpTAzk5+ysvjJzZ3uoSNp7j+Y/kWtqXJ1Y8dNN1FUVIS7uzv5+fmkpKRw+PBhNm7cyC+//MKJEyfw9/Mj0GTiD0FBBDdvzr4Tm9mwZyXbt28n+qNotp3Yxn9bprOoZQG4Nadt27YXLMlV30FyQ2rXrh1btmyhuLgYrTUbNmwgLCyMwYMHs2LFCgBbTjL4LVcZWFo4hwwZglKK6Oho4uLiKCsrIzU1leTkZPr27Wu36xLCEbVq3oqOQR3xbe0LwI033ojBYMDJqZCRIwNxdz/3i+X29O3E/hzLyoMrmfTFJIrKi+xR7TpT2zJztQ3duFh5UFDQBeU1kaEejYN0rV6Bl19+mfXr11uXrPnzOWMKarJjxw62bNmCh4cHY8aMwc2aIE4pxejRowHYuhU++WQAZjP88AOMGlWtd6Gw0JKsycuL/JxK3iu5i9MVrdin7+J/U5rTPXEtVVVV3HLLLRQVWZbw0Rp63g8tW7YkLS2NqqoqWlZWUpmQwPZTRo6VdOfwiZb4Jrtx48DHOK4KQClMXbpQVhbBsWNOBAcdw2fVKj4rKyM/Px+DwcCxY8cYPXo0of7+9E5O5gdzBXs8XPDLSueQUxHFJcU4G5ypqKogreL6GEHcr18/xo4dS+/evTGZTPTq1YuYmBjuvPNOxo8fz/PPP0+vXr2YOnUqAFOnTuWBBx4gJCQEHx8f4uLiAOjWrRvjxo0jLCwMk8nEwoULLd3hQojLdv74tVatWjF37lxLMnPrBI7qrX/bT2ynSlfh6erJ6eJU0vLT6Nzy8pdEbMwaapk5GerROEggdwWOHz+Om5sbJpPpnK6wmhQUFLBz505cXFzIy8tj7969Nbay7N5tWX4nL8+yiP2HH1omRERGYuma9PKCtDR+LepMvrsHbq29yC5oy/9+OskZw2kMBgMGg4EXX4RPrC1dpcnw2muv8dbbb/Gzy89s9z7Ak+6nMCQ9wT78SatqSaud7fA8s43w9BOUeXtxqqiIm2++mePHj/OoORXno0dxa90aZTZjtqYjyHPJ4/Dt4dCnD6mVO8mtLMGDEjJLyujl1ovvi79Hoejse0Md/+Ybrzlz5jBnzpxzyoKDg9lWrdv5LFdXVz799NMazzNr1ixmzZpVL3UU4nplMplsE4/ON6DtAExqM/ll+YS0CKC9V/sGrl3dOrvMXEBAwDnLzNU2dCMwMPCcJRPT0tIYNGgQgYGBpKWlXbC/aLyka/UKPPnkk1RWVlJcXMz0c7NdXsBoNKKUso2VSjmTwoqkFReMxQgKglOn3CgutrTWmUzw88/WMSC3OsE778DNN9P6zkgqnJuTnWMmNTWRWbNf4b1l+1i/tZjC8kL27oXmzS2Pffsskyseeu4h8trlYfBwZ/0NRjb0dGKvUxtwcqMi00SP+HX4ph4l8OefaZ+XR1VVlaU7FHAuLqaHUrT398fNzQ1XV1c6du5Ip+6h0KEDBc6Q65SLi9mAc7mZOcPm8MawNwj1CqXcXE5ZpSzFJYRoWFcyszS8dThTek/hni73EDs6FldT/czMbSjVh26cP6Rj6dKlaK3ZsmULnp6eBAQEMGzYMNauXUtubi65ubmsXbuWYcOGERAQgIeHB1u2bEFrzdKlS23nEo2TtMhdgYEDB7Jt2zaqqqpo0aLFRfd1c3NjyJAh/Pjjj+RU5TBn/xzMv5rp6d+TuLFxDBhg+dVv3gz+/sWcOQMVFZY1FXv3rnaiTp3gD39g5QIoK99DcbEZJ6cUyjukc9pgoiSzlJnrZ/KHPyzgz9YVHf/wR8tPZ6MzSikqqirAw5OJz4Xxn+m34OGRSienQ5iPGin0akF+i9OUHt/JoUOjKSwsZE2/u3k64990PXyY/NJS8PHB5Gbiu0Pf0TK3JQ/2eoj2rYYQ9tmn9Dz5HT3MBdzQOohnnD6j3FxOZs5xPvxhA87GEZZ1DBvHjH0hhDhHK7dWtHJrhYeLh72rckUud5k5gBEjRrBq1SpCQkJwc3Pj/fffB8DHx4fZs2fTp08fAF544QXbBIp//etfPPjgg5SUlHDHHXfIjNVGTgK582RlwYYNllVhfvc7ywzS6twuZyFUq+DgYJycnPjXtn9hLDLi7eLN0byjFJQV4N3MstZ2nz6WnEheXuDhAXffbUlUWZ253wAWzNpBaft4zOX9qTw9jvKs7fhWHacip4JvVn1DVBRMnQo33gijrIFgsHcwf77pz3yy7xN6B/Tmj72jKNi+gcOHm5F70ptCmlPo7UaOe0v+30YXTqa1wsPDwMZj0Ty1oA+GynwqZs0iNysLcx8ze9P2oo9rThWcYs7kOXRb+jVOrhpDZTlFa7+mckQlBQUmiovh6x0l+OTAPdVS2Z06dYrcXBPe3ufOtjpfWWUZn+77lBMFJ3BzciO8dfhl/86FEKKpu5Jl5pRSLFy4sMb9p0yZwpQpUy4oj4yMZO/evddWSdFgJJCrprwcpkyBAwcsAVzbtnDXXdd+3pva3cTKkyvJLc0lKjgKL1cv27Zbb4WXXirg1CnLJIeaht4ZDJqCAX+ifEcVVaXuGExBOGfMQKt3qXDZR9rnRUxfdRhTRwg9b3ja2LCxjA0ba3vdsWNHioq2EK6Okze4HYcLkzju3oIDB5tjKnLC39+E0ehMpdlAfkEBedYu12ynbAxFBoxORranbaesrAwX10BaZB6lzJjPt/7wcK/HeTnlXzibPfEuHMS2z9O4p3gThA7j8++/56mnPiEnZxSDBvUhPj60xjVkAf77y3/5OvlrnI3O/HH1H0mYmEBz5+bX/kEIIYQQTYwEctXk5MDJk9CypWXywc6ddRPI3dj6Rlbfv5rs4mx6+Pe4YDZR586Wx4ABNafm0Gjadayk4PgpCsxOGEyVBLRy51iuD638jFSeaUlz32Lyy+CbjTDhpt+O3XzccsKz40Y8PDxobq7EuzQfzJDp7cEJCmjWLAU3T01pqaUVzdMT9uw5SlVVFb6+vpSmlpLfOp+qqiq6lHTB2dmZn270xcO7nFYtTewOLOS9oH4ElCaRfaotWfsNtClP4t1YE5Up7/JWyQFycu6mqsqTTZuakZAAI0fW/Ps6VXQKgzLg7uxOaWUpxRXFEsgJIYQQNZBArho/P4iIgG+/tXR3jhhx7eesnqennefFF43fvBn27HGnR4+Cc8q3/LSFATn3sav0nxia51N1ugUVFYqAgFyKi8vw9R1ERUVXqqq20abNxevjajRiKCnB7OSESVUS6e5OpZcX9/YfiVthM7y8LNddFdifUydP4uHhQX5+PhEBEbgFuFFZWcl7z7xHamUqvYMiWV/0KemeJQzpFMVTCU9R1iYPc2FXilr2xvVUBb+Wh7AlOY92AzqzZYsZ7X0YY/MWFBUF1VrHiT0nsvKApQXzsT6P0ap5q0v+noUQQojrkQRy1RgM8Pbb8PHH4O1tGb/WUI4ft4zNq6iAassdAlBRUUFb5xvwT32aAtyoamEiJgZathyD2Xw3w4aF8/rrUO4PQ4Ze/H1G/z4Q3w0HSCky0eHEabxvDOLGED98A3pw+CdLl3JiojPr1ydTWJjOAw88QFFREX/84x/5bNtnAKRUpPDsumcxZ4TRo2MfOgXDg70e5Jsj3xDUvA1VJg8K3MCZStBVlPW9hQUL2pKVu4NN+/1xCzxN19+lAh1rrGM7z3b87fa/UVFVweAOg+vgtytEw1JKDQfeAozAe1rreXaukhCiibpkIKeUKgDOrph7tk9QW59rrbVjTfe5BGdnuKGB06AdPQovvWR5XlxsGZtnXcWLgwcP8qc//Yn8/HzMLTwoLo6mbasSbr21Gfv2WdKcdOoE998Pe/LAZATOnLEsnxUUBOdNrlUGA8HTphH80Uc0jwjhy5IS8g4cJJ/eQCd8fHzw9/fn2LFjmEwGfH198fLyss3S1Vozc8NMSipKyCk6SYucFky7fRztPdtza/tb+ergV+S7NKfPAGd2VowkPx82ZBhpHw8uA7cS2vEIBoPi5S0fs6LdClu9znYpn53halAGXIxNe4kv0TQppYzAQiAKSAO2K6VWaq2T7FszIURTdMlATmvt3hAVuV7t2AHPPefOyZPg6roT+JIffjCh9e9QShEbG0tRURHFxcVkFKSiyyM5enQHGzfeTH6+JV1JRYU1ADqOZcbGH/4ASUmW5rXXnz5nIerNmzeTl5dHj6ee4pOvviIrK4scrclM3M6tpxLpEdGJvDwv/P3dyMszUlJSwo033oirqys9vHqgtcZwyoBGgwKDNbZXSvHirS+yNX0ruVVmMlt/xA3dItmz24WcHFi4ENyjizGZjBgxUFD2W/ex1pbqlpdbWkHPW3pWCEfTFziktU4BUErFAaMACeQakaIiyPm1By4ulqTstU2+EqKxu6I/XaXUzUCo1vp9pVRLwF1rnVo/VWvazGZYtszSnaoUeHicJjv7I0ym4+zfv5/vvx/EwIEDCQwMxGw2U1BQQFUzE0aDM5DKF1/cTHa25VwtWsD/+3/WE2dnQ3q6JX9KTg788ss5gVx1xcXFKKUwVlTQNiUNfs2Ek59T8X+f4uzsQVRUFBUVFXTu/NuyNUopXot6jWfXPYubeyC3Bd9medvibN7f/T7p+ek0d25HTkkOLoW5KNUag8Fyo3yg5wMs/GYhZm3mhVtfsJ1z8WL4+98tAd3x4zB3bn38xoVoMIFYvladlQb0O38npVQMEAOWdXtFw3rmGcv9FyzDap5+2q7VEeKqXXYgp5R6EYgEOgPvA87Af4GbLnacuJDW8Nxz8PXXUFoKZWVgMhXh5qZp1coVs1mTbY3SpkyZwuHDh9mzZw8/HkqiND+LFi06UVkJbm6WG9B331U7ecuWbHZzwz0lha7NXNjSshRD+jZ+F/S7C2bL9ujRg+3bt+NSXk5gVi7KzY0DOT588p8CSsvceOihEO6//8L69wvqx7zb5rFnj+V1SUUJk76cxK+nfyUtP43mpXm4O7szdnwJy/5t6a6eMgVCfUMZ120cADe1+y1L8IYNlmtxcYGNG+v0Vy2aiCPz7rR3Feqc1noRsAggMjJSX2J3Ucd27AAfH8v9d/t2e9dG1JemeO8435W0yI0GegE7AbTWJ5RS0u16Fc6cscyM9faG/Hzo2rWAm27y4OjR5qxevZZWrVoxZMgQwLI+55gxYxgzZgynTxfyzjuKkJABdOkC8+dbzndOsOXkBLNmkbd3D09WfcX6ku/p9clauiWfIeqBF8+px2233UZBQQEZWQqjdwVVhWWs79mH1r57MRgMLFniwYQJfpSWwhtvQEaGO/fee+6MWrCkCzldfJrWLVpTVFZEC1cfojtH8+zDHbmpm+VGmZFhGf/XyafTBccPHQq7dlm23313Xf2WhbCbdKBttddB1jLRiIweDUuXWp5XT1wuhKO5kkCuXGutlVIaQCklib2uQPXB/C1aQGCgZVwYQN++cMstcOKE2ba/1hd+QW/ZsgXdu1tW7YqJAVfXHpjNlhUdzuHmRtGNXdme/DEtjS1xMp4kOTuZKOvmkyfhP/+B7GwD02e05bjbNn681Zsby7rhmnuI0lIXnJzK6NjxEAaDn60LoqTE0gJ4diLGWa1btCagRQAHsg/g5uTGTe1vonNLS3dscbGl2/f0aXB3h8ces/ysbupUSytlebnluoRwcNuBUKVURywB3HjgPvtWSZxv5kzLfDBnZxgzxt61EeLqXUkgt1wp9R/ASyn1MDAFeLd+qmVf9b02qMkE774L//ynpVXu6acHsHPnDrZt24aXlxdZWVls3LiRe6xfEwdYK7S5WrZgpaBLF8tzg+HC93B3dmdg+4GsOrQKNAzs8Fv0tWqVJeFxQQF8vG4fJcF7yCxvRcLJTdwTFERxQSlVVXD//X4oZWkt8/GxDLnbv//c9yk3l1NhriD27lh2ZuzkdMlptv/022yFgwfh1CnL8dnZ4ORUTmTkuedQCrp1szyXiQ7C0WmtK5VSTwBrsKQfWaK13mfnaonzKGX5UiyEo7uSQE4DPwD5wA3AC1rrdfVSq+tAq1bw8su/vfb19cVgMFBUVIRSilatak6C26lTrXMXAEhJSSHn5xzCwsKYHzWfXgG9aOeTTne/7pSWlrJv3z4qKlwwm6GqCqqMZZbcMkX+lBYU0SXiBiqyO9C8uRsDBljucmPGwJIlli5Sa48vAOn56cTtXYbx2H6e7vc0j0Q+wheJX+CNNz38LZW88074738tLXIGA7UmLK7v4FmIhqS1XgWssnc9hBBN35UEci2wtMLlAJ8Av9RLja4DWsOCBZCSYulK7NoVOnTowN///nf++te/0qFDB26++eYrPu/OnTv526t/g5MQGhrKoEGDCPYOxt21CLPZzLRp09iyZQteXq3w8GiHq2tbJt7WnaWbj3P0m1twy3XjUJiRW26xzKA7OznimWcsAVhqKgwaZHmvr76CBZt+oMrdTJcgT97b+R4P9HyAnJwcCoudrV3DivbtLd24H34IN9ygMRqPsm9fIe7u7nh5edXNL1QIIQQHDhzg3nvvtb1OSUnh5ZdfJi8vj3fffdfWQPDqq68ywrp00dy5c1m8eDFGo5G3336bYcOGAZCQkMBTTz2F2WzmoYceYubMmQ1/QeKy1NApVzOt9RytdTfgcSAA+FYptb7eataEbd5syau2apUlkMvKspTfcsstvPjii0yePPmCGaaXY9fuXRgw4OHhQXp6OllZWez5/GsOL46laPVq9u3di7e3N/n52QwY8C3r10O/iPaUnbyJ4FZtaO3lzcaNF76vUjBxIgwZYpnokJEBX3wBzbQPZZUVpJ0+g6+bLz9+/yP79u3jcPJhDh06ZDu+Rw/LJAZX1xR27dpFcnIy//vf/6isrLyq358QQogLde7cmd27d7N792527NiBm5sbo0ePBmD69Om2bWeDuKSkJOLi4ti3bx8JCQk89thjmM1mzGYzjz/+OKtXryYpKYlly5aRlCRpEBurq0mBeAo4CWQDfnVbnetDSoqlW7NlS8sA/4wMS1fr5ejRo/ZuSE+Pmykp2U9JVgr+/v4YT52CuDg4U0SLg6cZ5ufHJ6dOYTAY6FNt/bF27SApSUGRZeLFiBFta34DKycnSzepe/atlJWYCO3Wmn/d+TwbP9uIs7MzRqORtLQ0IPSc486cycdgMODq6kppaSmlpaW2FSOEEKL62tTi2mzYsIFOnTrRvn37WveJj49n/PjxuLi40LFjR0JCQti2bRsAISEhBAcHAzB+/Hji4+MJCwtrkLqLK3PZLXJKqceUUpuADYAv8LDWumd9VawpGzwYPD0tEw7Cwn6btHCtOnfuzLDoe3B2dqa4uJg5f/wjVZWV4NYcA/DcAw8wdepU/vSnP3HHHXfYjhs5Eu4cASNGWBaFuJSWLS0tid6eztwcNJiXRz9EsHcwbdu2pby8HP92hxk27MLMNB06tMdoNFJaWkqHDh1o3lwmPgshRH2Ii4tjwoQJttcLFiygZ8+eTJkyhdzcXADS09PPCZ6DgoJIT0+vtfx8ixYtIjIyksjISMzFZ+rxasTFXEmLXFvgaa317rp6c6XUEaAAMAOVWutIpZQPljF4HYAjwDitda6y9DW+BYwAioEHtdY7reeZDDxvPe1ftdaxdVXHurBnD7z5pqXVLTzcMuV940bIzIT27S9/puaePEsG3gHUPjOgsLCQ5s2b4+Pjw67SUkIDWkPyUWgZTIu77+aWw4eB38a/tW3bluMcp1cv4JQlKe/l6NMHXF0tz88ec9ttt3G06ihGo5GIiIgLjvH29qFz59soLy+na9euV9V9LIQQ4uLKy8tZuXIlc63L5EybNo3Zs2ejlGL27Nn86U9/YsmSJdf8PjExMcRYc0a5BIReYm9RXy47kNNa/6We6jBYa3262uuZwAat9Tyl1Ezr6+eAO7D01YViWe7m30A/a+B3dtUJDeywLlCdW0/1vSJlZfDEE5bUG+Xl8N578OSTllxq5+dTO336NImJiQQFBV31+3Xu3JkD643k5OQQHh6O0z03wc/7IWoc+PuDNZCrD0aj0TaYtrYgzcXFBRcXFwnihBCinqxevZrevXvj7+8PYPsJ8PDDDzNy5EgAAgMDOX78t9Xk0tLSCAwMBKi1XDQ+jXGZ4FHAIOvzWGATlkBuFLBUW6ZDblFKeSmlAqz7rtNa5wAopdYBw4FlDVvtmpWXW5LitmhhWdHh1Kma98vLy+P+++/n6NGjmEwmevToQWjoxb/h1DRWrn379syZM4fTp0/zwAMPsHv3btxznBosQVv1G0Z1Z+t6/HiNm4UQQtSRZcuWndOtmpGRQUBAAABffPEF3bt3ByA6Opr77ruPGTNmcOLECZKTk+nbty9aa5KTk0lNTSUwMJC4uDg+/vhju1yLuLTLHiNXTzSwVim1w7qANIC/1jrD+vwkcDYyqGkh6sCLlF9AKRWjlEpUSiVmnZ0qWs/c3eGRRyxBnIeHZc3Rmhw8eJC8vDx8fHwoKytj9+7d52wvN5dzwHiAtQVr2Za+7aLvGRAQQI8ePXBzc6ujq2h4A9oOYEDbxp9cLi8vj7Fjx9KlSxe6du3KTz/9RE5ODlFRUYSGhhIVFWUbj6K15sknnyQkJISePXuyc+dO23liY2MJDQ0lNDSU2NhGNTJACOFAioqKWLdunS2hPMCf//xnevToQc+ePfnmm2944403AOjWrRvjxo0jLCyM4cOHs3DhQoxGIyaTiQULFjBs2DC6du3KuHHj6HY2a7todOzdInez1jpdKeUHrFNK/Vp9Y/UlweqCvRapfughCAmxrOhgnQR0gZCQENzd3UlLS8PFxYWePc+dR/Lpvk/56sBXuDi5MH3NdL6a8BXezbwv+r6nT58mNjaW4JMnadu2LV51dD3iN0899RTDhw9nxYoVlJeXU1xczKuvvsrQoUOZOXMm8+bNY968ecyfP5/Vq1eTnJxMcnIyW7duZdq0aWzdupWcnBzmzJlDYmIiSikiIiKIjo7G2/vin68QQpyvefPmZGdnn1P24Ycf1rr/rFmzmDVr1gXlI0aMsKUpEY2bXVvktNbp1p+ngC+AvkCmtcsU68+znZG1LUTtEAtUOzvXvJTWWT4+Pvz3v//l4Ycf5oUXXqBz587nbM8uyUYpRQunFlSYKyiqKLrke/7f//0f33zzDbt27WL53/8On3wCR49e66Wco7wgj7zMvDo9p6M4c+YM3333HVOti906Ozvj5eVFfHw8kydPBmDy5Ml8+eWXgGWq/6RJk1BK0b9/f/Ly8sjIyGDNmjVERUXh4+ODt7c3UVFRJCQk2OuyhBBCOBC7tcgppZoDBq11gfX57cDLwEpgMjDP+jPeeshK4AmlVByWyQ5ntNYZSqk1wKtKqbPNF7cD9TUxo175+/vTv3//Grf9Puz3fLrvU7KKs3io90MEup/be6w1nDxped7d05LENz09nRYtWpDt5MTNu3bB/PkMaNbMsmaWuGapqam0atWKP/zhD/z8889ERETw1ltvkZmZaRuP0rp1azIzM4Frn+oPlun+ixYtAmiQ6f5H5t1Z7+8hhGi65B5S/+zZteoPfGGdvWgCPtZaJyiltgPLlVJTgaPAOOv+q7CkHjmEJf3IHwC01jlKqf8HbLfu9/LZiQ9NSYB7APNum0d5VTmDOwy+YPvixbDkA8vzkpshOhqefvpppk+fjldhIYF+ftCsGeTkwKFD0LFjw15AE1RZWcnOnTv55z//Sb9+/XjqqaeYN2/eOfsopep0hq5M9xdCCFGd3QI5rXUKcGMN5dnA0BrKNZblwWo61xLg2pPiNHJKKVyMNSd6W7HCEqcBfPONJZCLiori7bffhrw8PP/zH8uMi7ZtsSSN+82AtgMs00X8r3zx+k7uPehR80TVJi8oKIigoCD69esHwNixY5k3bx7+/v62WWIZGRn4+VkWQKltqn9gYCCbNm06p3zQ2UVthRBCiIuw96zVJudwzmEe/PJBHvzyQQ7lHLr0AdUcPXqUb775hpSUlCt+34gIKCqyPKqvFOHq6opr69aW8XELFsDy5ZalGerJpWabtm3btsksw9O6dWvatm3LgQMHAMuSOGFhYURHR9tmnsbGxjJq1CjAMtV/6dKlaK3ZsmULnp6eBAQEMGzYMNauXUtubi65ubmsXbvWtnC1EEIIcTH2nrXa5Dz/zfOk5FoCsdkbZ7Ns7OWls8vKymLy5MmcOHECk8lEeHi4LdfP5XjhBci1Llv6xowBF67Q4OUFkZGXfb6aDLjS5rrrwD//+U8mTpxIeXk5wcHBvP/++1RVVTFu3DgWL15M+/btWb58OWCZBbZq1SpCQkJwc3Pj/fffBywTXWbPnm1b//aFF17Ax8fHbtfUVH366ae89NJL7N+/n23bthFZ7d/D3LlzWbx4MUajkbffftsWSCulhmNZUcYIvKe1nmct7wjEYVmucAfwgNa6XCnlAiwFIrCsR32v1vpIw12lEOJ6I4FcHSuvLMfJYEm+W2Yus5VfKgZKTU2ltLQUFxcX8vLy2L9//wWB3MVaulxc4MYbf3t+pSRGuzrh4eEkJiZeUL5hw4YLypRSLFy4sMbzTJkyhSm1JRkUdaJ79+58/vnnPPLII+eUJyUlERcXx759+zhx4gS33XYbBw8ePLt5IRCFJT/lduuqMUnAfOANrXWcUuodYCqW1WamArla6xCl1Hjrfvc2zBUKIa5H0rVax14c9CJerl54unry0qCXLvu4rl274ufnR1VVFb6+vvTt27f+KinEdahr164XpPUBS1qY8ePH4+LiQseOHQkJCWHbtm0AzYFDWusUrXU5lha4UdZ1n4cAK6yniAXutj4fZX2NdftQJevRCSHqkbTI1bGe/j356r6vrvg4d3d3PvroIz755BMCAgJo3759PdSu7pydIJGXJ2tuCceWnp5+TtqfaulfnLlw1Zh+WLpT87TWldXKz+YDsq00o7WuVEqdse5ffT1pwLLSDBAD0K5duzq8IiHE9UQCuUbE3d2dsLAwe1dDCId12223cfJsQsVqXnnlFdukk8bCXivNCCGaFgnkmjiZoCCuJ+vXr7/iY2pLCwOUU/OqMdmAl1LKZG2Vq76azNmVZtKUUibA07q/EELUCxkjJ4S4rkVHRxMXF0dZWRmpqakkJyefHaNaBIQqpToqpZyB8cBKa07Lb4Cx1lOcvwLNZOvzscBG6/5CCFEvJJATQlwXvvjiC4KCgvjpp5+48847bSlGunXrxrhx4wgLC2P48OEsXLgQo9F49rAngDXAfmC51nqftfw5YIZS6hCWMXCLreWLAV9r+QxgZsNcnRAWHTp0oEePHoSHh9tS7OTk5BAVFUVoaChRUVHk5uYCoLXmySefJCQkhJ49e7Jz507beWJjYwkNDSU0NNSWF1M0TtK1KoS4LowePZrRo0fXuG3WrFnMmjXrgnKt9SosywOeX54CXDC1XGtdCvz+misrxDX45ptvaFkt8fu8efMYOnQoM2fOZN68ecybN4/58+ezevVqkpOTSU5OZuvWrUybNo2tW7eSk5PDnDlzSExMRClFREQE0dHReHt7X+Rdhb1Ii5wQQgjRhMXHxzN5sqXHf/LkyXz55Ze28kmTJqGUon///uTl5ZGRkcGaNWuIiorCx8cHb29voqKiSEhIsOMViIuRQK4J6dHD8hBCCHF9Ukpx++23ExERwaJFiwDIzMwkICAAsCwtmJmZCVhS71RfMvFs6p3ays+3aNEiIiMjiYyMxFx8pj4vS1yEdK1egSNHjjBnzhzKy8t5/vnn6dq1q72rdM02H98MXHzViNoUFhayfft2jh07xZAhQ7jhhhvqunqijhyZd6e9qyCEaAA//PADgYGBnDp1iqioKLpUX3wbS6BXVzmqY2JiiImJAcAlIBSQe409SIvcFZgzZw779u0jNTWVmTMdfwxzQVkBH+35iHcS3+FI3pErPj4pKYmyslKMRiPfffcdZrO57isphBDisllT5+Dn58fo0aPZtm0b/v7+ZGRkAJCRkYGfn59t35pS71wkJY9ohCSQuwKVlZUYjUZMJhMVFRX2rs41e2PLG6w7vI7tJ7bzxKonuNIsCeHhxQQEZGM2mzEajXX2LU8IIcSVKyoqoqCgwPZ87dq1dO/enejoaNvM09jYWFty7OjoaJYuXYrWmi1btuDp6UlAQADDhg1j7dq15Obmkpuby9q1a22zvEXjI12rV+D//u//+Mtf/kJFRQUvv/yyvatzzdLz03ExueDm5MapolNU6SqMynjpA6369etHdnY2xcXFDB06FINBvhcIIYS9ZGZm2mZmV1ZWct999zF8+HD69OnDuHHjWLx4Me3bt2f58uUAjBgxglWrVhESEoKbmxvvv/8+AD4+PsyePZs+ffoA8MILL+Dj42OfixKXJIHcFejatatttk9jdKXj3B7r8xhb07eSX5bP7IGzMRouP4gDaNas2dnEqbRp0+aKjhVCCFG3goOD+fnnny8o9/X1ZcOGDReUK6VYuHBhjeeaMmUKU6ZMqfM6irongdx17MbWN/LW8LeorKpkaPBQe1dHCCGEEFdIArnr3K0dbrV3FYQQQghxlWRQkxBCCCGEg5JATgghhBDCQUkgJ4QQQgjhoCSQE0IIIYRwUBLICSGEEEI4KAnkhBDXhWeffZYuXbrQs2dPRo8eTV5enm3b3LlzCQkJoXPnzqxZs8ZWrpQarpQ6oJQ6pJSaWa28o1Jqq7X8E6WUs7Xcxfr6kHV7h4a7QiHE9UgCOSGukdlsplevXowcORKA1NRU+vXrR0hICPfeey/l5eUAlJWVce+99xISEkK/fv04cuSI7Ry1BRKi7kRFRbF3715++eUXbrjhBubOnQtY1gyOi4tj3759JCQk8Nhjj1VfN3ghcAcQBkxQSoVZy+cDb2itQ4BcYKq1fCqQay1/w7qfEELUGwnkhLhGb731Fl27drW9fu6555g+fTqHDh3C29ubxYsXA7B48WK8vb05dOgQ06dP57nnngMuGUiIOnL77bdjMllSZ/bv35+0tDQA4uPjGT9+PC4uLnTs2JGQkBC2bdsG0Bw4pLVO0VqXA3HAKGVZVHgIsMJ66ljgbuvzUdbXWLcPVbIIsRCiHkkgJ8Q1SEtL4+uvv+ahhx4CQGvNxo0bGTt2LACTJ0+2LesWHx/P5MmTARg7diwbNmxAa32xQOKKHJl3Z60Pca4lS5Zwxx13AJCenk7btm1t24KCgkhPTwdwBo5XOywNCAR8gTytdeV55Vh/Hgewbj9j3f8CSqkYpVSiUioxKyurjq5MCPvoEegp9xo7aTKBXG1jWYSoT08//TSvvfYaBoPln1J2djZeXl62lp9qQcE5AYPJZMLT05Ps7OyLBRIXWLRoEZGRkURGRmIuPlOfl+aQbrvtNrp3737BIz4+3rbPK6+8gslkYuLEiXasKWitF2mtI7XWka1atbJrXYQQjqtJBHJKKSO1j2URol589dVX+Pn5ERER0WDvGRMTQ2JiIomJiRjdPBvsfR3F+vXr2bt37wWPUaNGAfDBBx/w1Vdf8dFHH3G2xzMwMJDjx39reEtLSyMwMBCgHGhb7fRBQDqQDXgppUznlWP92RbAut3Tur8Q9e748eMMHjyYsLAwunXrxltvvQXASy+9RGBgIOHh4YSHh7Nq1SrbMbWNz01ISKBz586EhIQwb968Br8WcfmaylqrfbGOZQFQSsVhGauSZNdaiSbtxx9/ZOXKlaxatYrS0lLy8/N56qmnyMvLo7KyEpPJVD0osAUMQUFBVFZWcubMGXx9fS8WSIg6lJCQwGuvvca3336Lm5ubrTw6Opr77ruPGTNmcOLECZKTk+nbty9AERCqlOqIJUAbD9yntdZKqW+AsVjGzU0Gzjb5rbS+/sm6faPWWjfUNYrrm8lk4vXXX6d3794UFBQQERFBVFQUANOnT+eZZ545Z//q43NPnDjBbbfdxsGDBwF4/PHHWbduHUFBQfTp04fo6GjCwqR9pDFqEi1yVBuXYlV9zIqNjEkRdWnu3LmkpaVx5MgR4uLiGDJkCB999BGDBw9mxQrLOPjY2Fhba1B0dDSxsZZx8CtWrGDIkCEopYiOjiYuLo6ysjJSU1OrBxKiDj3xxBMUFBQQFRVFeHg4jz76KADdunVj3LhxhIWFMXz4cBYuXIjRaLQdBqwB9gPLtdb7rOXPATOUUoewjIFbbC1fDPhay2cAMsxDNJiAgAB69+4NgLu7O127dq11mAbUPtFn27ZthISEEBwcjLOzM+PHjz9neIJoXJpKi9xl0VovAhYBREZGyrfkOlB9bJewmD9/PuPHj+f555+nV69eTJ1qyUwxdepUHnjgAUJCQvDx8SEuLg44N5AwmUznBxKijhw6dKjWbbNmzWLWrFkXlGutVwGraihPwdITcH55KfD7a6qoEHXgyJEj7Nq1i379+vHjjz+yYMECli5dSmRkJK+//jre3t6kp6fTv39/2zHVx+eeP25369atF7zHokWLWLRoEQDSOGI/TSWQs41Lsao+ZkWIejdo0CAGDRoEQHBwcI2zTl1dXfn0009rPL62QEIIIa5UYWEhY8aM4c0338TDw4Np06Yxe/ZslFLMnj2bP/3pTyxZsuSa3ycmJoaYmBgAIiMjr/l84uo0la7V7VjHslgzrI/HMlZFCCGEuG5UVFQwZswYJk6cyD333AOAv78/RqMRg8HAww8/bPuiWdv4XBm361iaRCBnzddU21gWIYQQosnTWjN16lS6du3KjBkzbOUZGRm251988QXdu3cHqHV8bp8+fUhOTiY1NZXy8nLi4uKIjo5u8OsRl6epdK3WOpZFCCGEuB78+OOPfPjhh/To0YPw8HAAXn31VZYtW8bu3btRStGhQwf+85//ABcfn7tgwQKGDRuG2WxmypQpdOvWzV6XJS6hyQRyQgghxPXs5ptvpqZsNyNGjKj1mNrG544YMeKix4nGo0l0rQohhBBCXI8kkBNCCCGEcFASyAkhhBBCOCgJ5IQQQgghHJQEckI0ER1mfm17CCFEQ9qTfkbuPXYigZwQQgghhIOSQE4IIYQQwkFJICeEEEII4aAkkBNCCCGEcFASyAkhrguzZ8+mZ8+ehIeHc/vtt3PixAnAsj7lk08+SUhICD179mTnzp22Y5RSk5VSydbH5GrlEUqpPUqpQ0qpt5VSylruo5RaZ91/nVLKu6GvUwhxfZFATghxXXj22Wf55Zdf2L17NyNHjuTll18GYPXq1SQnJ5OcnMyiRYuYNm3a2UOMwItAP6Av8GK1wOzfwMNAqPUx3Fo+E9igtQ4FNlhfCyFEvZFATghxXfDw8LA9LyoqwtqIRnx8PJMmTUIpRf/+/cnLyyMjIwPAE1intc7RWucC64DhSqkAwENrvUVbFrZcCtxtPfUoINb6PLZauRBC1AsJ5IQQ141Zs2bRtm1bPvroI1uLXHp6Om3btrXtExQURHp6OoATcLza4WlAoPWRVkM5gL/WOsP6/CTgX1tdlFIxSqlEpVRiVlbWtV2YEPUgISGBzp07ExISwrx58+xdHVELCeSEEE3GbbfdRvfu3S94xMfHA/DKK69w/PhxJk6cyIIFC+q1LtbWOn2R7Yu01pFa68hWrVrVa12EuFJms5nHH3+c1atXk5SUxLJly0hKSrJ3tUQNTPaugBBC1JX169df1n4TJ05kxIgRzJkzh8DAQI4f/63hLS0tjcDAQIAKoG21w4KATUC69Xn18nTr80ylVIDWOsPaBXvqaq9FCHvatm0bISEhBAcHAzB+/Hji4+MJCwuzc83E+aRFTghxXUhOTrY9j4+Pp0uXLgBER0ezdOlStNZs2bIFT09PAgICAM4AtyulvK2THG4H1li7TvOVUv2ts1UnAfHWU68Ezs5unVytXAiHcpEhBzaLFi0iMjKSyMhIzMVnGrqKwkpa5IQQ14WZM2dy4MABDAYD7du355133gFgxIgRrFq1ipCQENzc3Hj//ffPHmIG/h+w3fr6Za11jvX5Y8AHQDNgtfUBMA9YrpSaChwFxtX3dQlhLzExMcTExADgEhBq59pcvySQE0JcFz777LMay5VSLFy4sMZtWuslwJIayhOB7jWUZwNDr6miQjQCFxlyIBoZ6VoV4iodP36cwYMHExYWRrdu3XjrrbcAyMnJISoqitDQUKKiosjNzQUunng2NjaW0NBQQkNDiY2NrfH9hBCiofTp04fk5GRSU1MpLy8nLi6O6Ohoe1dL1EBa5BqZAQMG2LsK4jKZTCZef/11evfuTUFBAREREURFRfHBBx8wdOhQZs6cybx585g3bx7z588/J/Hs1q1bmTZtGlu3biUnJ4c5c+aQmJiIUoqIiAiio6Px9r74ogA9Aj1JnHdnA12tEE2P3G5rZzKZWLBgAcOGDcNsNjNlyhS6detW6/5yP7IfCeSEuEoBAQFnB8Xj7u5O165dSU9PJz4+nk2bNgEwefJkBg0axPz582tNPLtp0yaioqLw8fEBICoqioSEBCZMmGCvSxNCCEaMGMGIESPsXQ1xCRLICVEHjhw5wq5du+jXrx+ZmZm2AK9169ZkZmYCtc8Cu5zZYWctWrSIRYsWASBJZIUQQsgYOSGuUWFhIWPGjOHNN988ZxkosAykP7sUVF2IiYkhMTGRxMREJImsEEIICeSEuAYVFRWMGTOGiRMncs899wDg7+9/dq1OMjIy8PPzA2qfBSazw4QQQlwtCeSEuEpaa6ZOnUrXrl2ZMWOGrTw6Oto28zQ2NpZRo0bZymtKPDts2DDWrl1Lbm4uubm5rF27lmHDhtnlmoQQQjgWGSMnxFX68ccf+fDDD+nRowfh4eEAvPrqq8ycOZNx48axePFi2rdvz/Lly4HaE8/6+Pgwe/Zs+vTpA8ALL7xgm/gghBBCXIwEckJcpZtvvhnLuugX2rBhwwVlF0s8O2XKFKZMmVKn9RNCCNH0qdr+I2rqlFJZWJbQqQ8tgdP1dO665Aj1dIQ6gn3q2RvYecm9GhdH+TwB2mutG2RGidyPAKlnXZL70eVxhM+yuhrvSddtIFeflFKJWutIe9fjUhyhno5QR7BPPR3ld1OdI9bZ0TnK71zqWXfkfnR5HLHONZHJDkIIIYQQDkoCOSGEEEIIByWBXP1YZO8KXCZHqKcj1BHsU09H+d1U54h1dnSO8juXetYduR9dHkes8wVkjJwQQgghhIOSFjkhhBBCCAclgVw9UUr9TSn1q1LqF6XUF0opL3vX6Syl1HCl1AGl1CGl1Ex716cmSqm2SqlvlFJJSql9Sqmn7F2n2iiljEqpXUqprxro/Rr95we1f4ZKKR+l1DqlVLL1p7e969rUyf3o2jjS/QjknnS+i9yLXlJKpSuldlsfI+xd16shXav1RCl1O7BRa12plJoPoLV+zs7VQillBA4CUUAasB2YoLVOsmvFzqOUCgACtNY7lVLuwA7g7sZWTwCl1AwgEvDQWo+s5/dyiM8Pav8MgQeBHK31POtN37sx/NtoyuR+dG0c6X4Eck8630XuReOAQq313+1Zv2slLXL1RGu9VmtdaX25BQiyZ32q6Qsc0lqnaK3LgThglJ3rdAGtdYbWeqf1eQGwH2h0K8krpYKAO4H3GugtHeLzg4t+hqOAWOtusVhuqKIeyf3o2jjK/QjknlQTR/r8roYEcg1jCrDa3pWwCgSOV3udRiP/g1ZKdQB6AVvtXJWavAn8GahqoPdzuM8PLvgM/bXWGdZNJwF/e9XrOiX3o2vQyO9HIPeki6rh83vCOuRgiaMO85BA7hoopdYrpfbW8BhVbZ9ZQCXwkf1q6riUUi2Az4Cntdb59q5PdUqpkcAprfUOe9elMbvYZ6gtYztkfEcdkPtR/WvM9yOQe9Kl1PD5/RvoBIQDGcDr9qvd1TPZuwKOTGt928W2K6UeBEYCQ3XjGYyYDrSt9jrIWtboKKWcsPyj+0hr/bm961ODm4Bo6wBZV8BDKfVfrfX99fieDvP5Qa2fYaZSKkBrnWEdu3LKfjVsOuR+VL8c4H4Eck+qVU2fn9Y6s9r2d4EGmRxS12SyQz1RSg0H/gHcqrXOsnd9zlJKmbAMTB2K5R/bduA+rfU+u1bsPEophWX8VI7W+mk7V+eSlFKDgGcaYGCxQ3x+UPtnqJT6G5BdbbKDj9b6z3aq5nVB7kfXxtHuRyD3pOouci8KODvMQyk1HeintR5vn1pePWmRqz8LABdgneVviC1a60ftWyWwzlp7AlgDGIEljekfXDU3AQ8Ae5RSu61l/6e1XmW/KtmfA31+UMtnCMwDliulpgJHscwcE/VL7kfXRu5HtXCQz7C2e9EEpVQ4luEdR4BH7FG5ayUtckIIIYQQDkomOwghhBBCOCgJ5IQQQgghHJQEckIIIYQQDkoCOSGEEEIIByWBnBBCCCGEg5JATgghhBDCQUkgJ4QQQgjhoCSQE0IIIYRwUBLICSGEEEI4KAnkhBBCCCEclARyQgghhBAOSgI5IYQQQggHJYGcEEIIIYSDkkBOCCGEEMJBSSAnhBBCCOGgJJATQgghhHBQEsgJIYQQQjgok70rYC8tW7bUHTp0sHc1hLhqO3bsOK21bmXveohzKaXaAksBf0ADi7TWb13sGLkfCUcn9yP7uW4DuQ4dOpCYmGjvaghx1ZRSR+1dB1GjSuBPWuudSil3YIdSap3WOqm2A+R+JByd3I/sR7pWhRCiDmmtM7TWO63PC4D9QKB9ayWEaKokkBNCiHqilOoA9AK22rkqQogm6rrtWhUX12Hm19d0/JF5d9ZRTYRwTEqpFsBnwNNa6/watscAMQDt2rW76Lnk36MQojbSIieEEHVMKeWEJYj7SGv9eU37aK0Xaa0jtdaRrVrJGHEhxNWRQE4IIeqQUkoBi4H9Wut/2Ls+QoimTQI5IYSoWzcBDwBDlFK7rY8R9q6UEKJpkjFyQghRh7TWPwDK3vUQQlwfpEVOCCGEEMJBSSAnhBBCCOGgJJATQgghhHBQDjlGTillBBKBdK31SKVURyAO8AV2AA9orcvtWUd7u9a8U0IIIYRo/By1Re4pLMvenDUfeENrHQLkAlPtUishhBBCiAbkcIGcUioIuBN4z/paAUOAFdZdYoG77VI5IYQQQogG5HCBHPAm8GegyvraF8jTWldaX6dRywLVSqkYpVSiUioxKyur3isqhBBCCFGfHCqQU0qNBE5prXdczfGyJI4QQgghmhJHm+xwExBtzZLuCngAbwFeSimTtVUuCEi3Yx2FEEIIIRqEQ7XIaa3/orUO0lp3AMYDG7XWE4FvgLHW3SYD8XaqohBCCCFEg3GoQO4ingNmKKUOYRkzt9jO9RFCCCGEqHeO1rVqo7XeBGyyPk8B+tqzPkIIIYQQDa2ptMgJIYQQQlx3JJATQgghhHBQEsgJIYQQQjgoCeSEEEIIIRyUBHJCCCGEEA5KAjkhhBBCCAclgZwQQgghhIOSQE4IIYQQwkFJICeEEEII4aAkkBNCCCGEcFASyAkhhBBCOCgJ5IQQQgghHJQEckIIIYQQDkoCOSGEEEIIByWBnBBCCCGEg5JATgghhBDCQZnsXQFRsw4zv7Z3FYQQQgjRyEmLnBBCCCGEg5JATgghhBDCQUkgJ4QQdUwptUQpdUoptdfedRFCNG0SyAkhRN37ABhu70oIIZo+CeSEEKKOaa2/A3LsXQ8hRNMns1aFEMIOlFIxQAxAu3bt7FwbUd+uNRPBkXl3OvT7i/ojgVw9kfQhQoiL0VovAhYBREZGajtXRwjhoByqa1Up1VYp9Y1SKkkptU8p9ZS13EcptU4plWz96W3vugohhBBC1DeHCuSASuBPWuswoD/wuFIqDJgJbNBahwIbrK+FEEIIIZo0hwrktNYZWuud1ucFwH4gEBgFxFp3iwXutksFhRACUEotA34COiul0pRSU+1dJyFE0+SwY+SUUh2AXsBWwF9rnWHddBLwt1e9hBBCaz3B3nUQQlwfHKpF7iylVAvgM+BprXV+9W1aaw3UOHBYKRWjlEpUSiVmZWU1QE2FEEIIIeqPwwVySiknLEHcR1rrz63FmUqpAOv2AOBUTcdqrRdprSO11pGtWrVqmAoLIYQQQtQThwrklFIKWAzs11r/o9qmlcBk6/PJQHxD100IIYQQoqE52hi5m4AHgD1Kqd3Wsv8D5gHLrQOKjwLj7FM9IYQQQoiG41CBnNb6B0DVsnloQ9ZFCCGEEMLeHKprVQghhBBC/EYCOSGEEEIIByWBnBBCCCGEg5JATgghhBDCQUkgJ4QQQgjhoCSQE0IIIYRwUBLICSGEEEI4KAnkhBBCCCEclARyQgghhBAOSgI5IYQQQggHJYGcEEIIIYSDcqi1VoXj6DDz62s6/si8O+uoJkIIIUTTJS1yQgghhBAOSgI5IYQQQggHJYGcEEIIIYSDkkBOCCGEEMJBSSAnhBBCCOGgJJATQgghhHBQEsgJIYQQQjgoCeSEEEIIIRyUBHJCCCGEEA5KVnaoxbWuTCCEEEIIUd+kRU4IIYQQwkFJICeEEEII4aAkkBNCCCGEcFBNJpBTSg1XSh1QSh1SSs20d32EENcvuR8JIRpKk5jsoJQyAguBKCAN2K6UWqm1TrJvzcTVutbJJkfm3VlHNbl6TeEaxJWT+5EQoiE1lRa5vsAhrXWK1rociANG2blOQojrk9yPRL05fvw4gwcPJiwsjG7duvHWW28B8Oyzz9KlSxd69uzJ6NGjycvLsx0zd+5c0v/zMOnvPkJJyg5beUnKDtLffYT0/zzMmS2f2sor8k6SsXQG6f95mKz4+WhzRYNdn7hySmtt7zpcM6XUWGC41voh6+sHgH5a6yfO2y8GiAHw9fWN6NChQ0NXVTigI0eOcObMGUwmE926dQMgJSWF0tJSAMxmM0ajkbCwMMrKyti3bx+urq4ANG/enPbt2wNQVFTEkSNH0Frj4eFB27ZtUUpRWVlJSkoK5eXlODs7ExwcjMl06cbyI0eOIH/D9WfHjh2ntdatrvQ4uR+J+lRRUUFFRQVubm6YzWb2799Pp06dqKiowN3dHaUUaWlpAAQFBVFSUkJqaipdunShoqKCgwcP0r17dwD27t3LDTfcgJOTE7/++isdO3akWbNmpKSk4OXlhY+PD0ePHsXNzY1WrS7+T0HuR/Wv1nuS1trhH8BY4L1qrx8AFlzsmIiICC3E5fj222/1jh07dLdu3WrcPmPGDD1nzhyttdapqam17tenTx/9008/6aqqKj18+HC9atUqrbXWzz77rJ47d67WWuu5c+fqP//5z5dVL/kbrl9Aopb7kWjkoqOj9dq1a88p+/zzz/V9992ntdb61Vdf1a+++qpt2+233643b96sN2/erG+//XZb+dn9qqqqtK+vr66oqNBa6wv2q438Dde/2u5JTaVrNR1oW+11kLVMiGs2cOBAfHx8atymtWb58uVMmDDhoufIyMggPz+f/v37o5Ri0qRJfPnllwDEx8czefJkACZPnmwrFw5L7keiQRw5coRdu3bRr1+/c8qXLFnCHXfcAUB6ejpt2/725xgUFER6enqt5dnZ2Xh5edl6Bc6W12TRokVERkYSGRlJVlZWXV+euExNJZDbDoQqpToqpZyB8cBKO9dJXAe+//57/P39CQ0NtZWlpqbSq1cvbr31Vr7//nvAcjMNCgqy7VP95piZmUlAQAAArVu3JjMzswGvQNQDuR+JeldYWMiYMWN488038fDwsJW/8sormEwmJk6cWO91iImJITExkcTExEt2vYr60yRmrWqtK5VSTwBrACOwRGu9z87VEteBZcuWndMaFxAQwLFjx/D19WXHjh3cfffd7Nt3+X+KSimUUrVuX7RoEYsWLQKQb8CNlNyPRH2rqKhgzJgxTJw4kXvuucdW/sEHH/DVV1+xYcMG230kMDCQ48eP2/ZJS0sjMDAQoMZyX19f8vLyqKysxGQynbO/aJyaSoscWutVWusbtNadtNav2Ls+oumrrKzk888/595777WVubi44OvrC0BERASdOnXi4MGDBAYG2gYgw7k3U39/fzIyMgBLF6yfn1+t7ynfgB2D3I9EfdFaM3XqVLp27cqMGTNs5QkJCbz22musXLkSNzc3W3l0dDRxcXGUlZWRmppKcnIyffv2pU+fPiQnJ5Oamkp5eTlxcXFER0ejlGLw4MGsWLECgNjYWEaNkknXjVm9B3JKqbZKqW+UUklKqX1Kqaes5S8ppdKVUrutjxHVjvmLNZHmAaXUsGrlNSbZtHZhbLWWf2LtzhCiXq1fv54uXbqc02WalZWF2WwGLDNbk5OTCQ4OJiAgAA8PD7Zs2YLWmqVLl9pujtHR0cTGxgJy0xRCXNyPP/7Ihx9+yMaNGwkPDyc8PJxVq1bxxBNPUFBQQFRUFOHh4Tz66KMAdOvWjXHjxhEWFsbw4cNZuHAhRqMRk8nEggULGDZsGF27dmXcuHG2Wfnz58/nH//4ByEhIWRnZzN16lR7XrK4lJpmQNTlAwgAelufuwMHgTDgJeCZGvYPA34GXICOwGEs3RNG6/NgwNm6T5j1mOXAeOvzd4Bpl6qXzLARl2v8+PG6devW2mQy6cDAQP3ee+9prbWePHmy/ve//33OvitWrNBhYWH6xhtv1L169dIrV660bdu+fbvu1q2bDg4O1o8//riuqqrSWmt9+vRpPWTIEB0SEqKHDh2qs7OzL6te8jdcv7jKWatX85DPUjg6+Ruuf7Xdkxo8j5xSKh5YANwEFGqt/37e9r8AaK3nWl+vwRL0AbyktR5WfT9gHpAFtNaWsSm/q75fbSIjI3ViYmLdXJSo0dnxF9VnRom64xIQSllGsr2r0WQppXZorSMb4r0udT/afHwzAAPaDmiI6ghxxVwCQgmY/Ka9q3FJjrxiTm33pAYdI6eU6gD0ArZai55QSv2ilFqilPK2lgUCx6sdlmYtq63cF8jTWleeVy6EEEII0aQ1WCCnlGoBfAY8rbXOB/4NdALCgQzg9QaoQ4xSKlEplSgz/oQQQgjh6BokkFNKOWEJ4j7SWn8OoLXO1FqbtdZVwLtY1ieE2pNp1laeDXgppUznlV9Aa71Iax2ptY6UGX9CCCGEcHQNMWtVAYuB/Vrrf1QrD6i222hgr/X5SmC8UspFKdURCAW2UUuSTesAwG+wLIsDMBmIr89rEkIIIYRoDBoiIfBNWNYa3KOU2m0t+z9gglIqHNDAEeARAK31PqXUciAJqAQe11qbAS6SZPM5IE4p9VdgF5bAUQghhBCiSav3QE5r/QNQU6r6VRc55hXggiSaWutVNR2ntU7ht65ZIYQQQojrQpNZ2UEIIYQQ4nojgZwQQgghhIOSQE4IIYQQwkFJICeEuG6UlpbSt29fbrzxRrp168aLL74IwIMPPkjHjh1ta1fu3r0bsMy6V0q9bV3H+RelVO+z51JKTVZKJVsfk6uVRyil9liPeds6c18IIepFQ8xaFUKIRsHFxYWNGzfSokULKioquPnmm7njjjsA+Nvf/sbYsWPPP+QOLCmQQoF+WBKZ91NK+QAvApFYZt7vUEqt1FrnWvd5GMsKNquA4cDq+r86IcT1SFrkhBDXDaUULVq0AKCiooKKigou0WA2ClhqXbN6C5bk4wHAMGCd1jrHGrytA4Zbt3lorbdYc1wuBe6ux0sSQlznJJATQlxXzGYz4eHh+Pn5ERUVRb9+/QCYNWsWPXv2ZPr06ZSVlZ3d/UrXfg60Pj+/XAgh6oUEckJcwpQpU/Dz86N79+62spdeeonAwEDbmKpVq35Lbzh37lxCQkLo3Lkza9assZUnJCTQuXNnQkJCmDdvnq08NTWVfv36ERISwr333kt5eXnDXNh1ymg0snv3btLS0ti2bRt79+5l7ty5/Prrr2zfvp2cnBzmz59f7/WQtZ+FEHVBxsgJcQkPPvggTzzxBJMmTTqnfPr06TzzzDPnlCUlJREXF8e+ffs4ceIEt912GwcPHgTg8ccfZ926dQQFBdGnTx+io6MJCwvjueeeY/r06YwfP55HH32UxYsXM23atMuqW4eZX3Nk3p3/v707j6uyyh84/vly2dxQUEECFRUqF4gM1Kyfoxm51OiYjUuWGiYzZsu0TDmVla02M2VWtlBW2MzoOM0UzaSoqa2mhIqZlqFCCRIugAsq6/n98TzcUEFBgcvyfb9e9+W93+c8zz2Hiw/nPs8551s7DW1m2rVrx5AhQ0hKSnJ+jl5eXtxyyy389a9/LS92ptzPg0+Jf2LHgyspfxpjTDwQDxAVFWXOszlKuVR4UFtS9FzkEnpFTqmzGDRoEH5+ftUqm5iYyIQJE/Dy8qJbt26EhoaSnJxMcnIyoaGhdO/eHU9PTyZMmEBiYiLGGNasWeMcZD9lyhQ++OCDOmxN87Z//37y8/MBOH78OKtWreLiiy8mOzsbAGMMH3zwQcWrrx8Ck+3ZqwOAQ8aYbKxUgdeIiK+I+ALXACvsbYdFZIA9W3UymvtZKVWHtCOn1Dl6+eWXiYiIIDY2lry8PACysrLo3PmXCzjBwcFkZWVVGT948CDt2rXD3d39pHhV4uPjiYqKIioqitJjh+qoZU1XdnY2Q4YMISIigujoaGJiYrjuuuuYNGkS4eHhhIeHc+DAAR5++OHyXZYBu4GdwBvAbQDGmFzgCeBr+/G4HcMu86a9zy50xqpSqg7prVWlzsGMGTOYPXs2IsLs2bO59957eeutt+r8fePi4oiLiwPAKzCszt+vqYmIiGDz5s2nxdesWVNpeXvm6cwqtr0FnPahG2NSgD6n76GUUrVPO3JKnYOAgADn8+nTp3PdddcBEBQUxJ49v0xmzMzMJCjImrRYWbx9+/bk5+dTUlKCu7v7SeWVUkqps9Fbq0qdg/IxVQDvv/++c0zVqFGjWLJkCYWFhaSnp5OWlka/fv2Ijo4mLS2N9PR0ioqKWLJkCaNGjUJEGDJkCO+99x4ACQkJjB492iVtUkop1fjUeUdORDqLyFoR2S4i20TkLjvuJyKr7PQ2q+wBw5oSRzU4EydO5PLLL2fHjh0EBwezcOFC7r//fsLDw4mIiGDt2rXMmzcPgN69ezNu3Dh69erF8OHDWbBgAQ6HA3d3d15++WWGDRtGz549GTduHL179wbg2Wef5fnnnyc0NJSDBw8ybdo0VzZXKaVUIyLWEJA6fANrpfNAY8wmEWkDbMRa6XwqkGuMmSsiswBfY8wDIjISuAMYiZUSZ74xpjwlTgoVUuIAlxlj8kQkGbiTX1LivGiMOeMA46ioKJOSklIHLVblym8lVhzkr2qPV2AYgVNe0OVH6oiIbDTGRNXHe53tfLRuzzoABnYeWB/VUarGoqKi0L+pdauqc1KdX5EzxmQbYzbZz48A32GtdD4aSLCLJfBLGhtNiaOUUkopVQ31OkZOREKAS7GunAXYay4B/AyUjx7XlDhKKaWUUtVQbx05EWkN/Bv4gzHmcMVt9pW0Ol/ZXFPiKKWUUqopqZeOnIh4YHXi/m6M+Y8dzrFvi5aPo9tnx8+UEqeqeLVT4hhjoowxUR07djy/RimllFJKuVh9zFoVYCHwnTHm+QqbPgTKZ55O4Zc0NpoSRymllFKqGupjQeArgJuBrSKSasceBOYCS0VkGvAjMM7etgxrxupO4BhwC1gpcUSkPCUOnJ4S5x2gBVY6HE2Jo5RSSqkmr847csaYL4Cq1nUbWkl5TYmjlFJKKVUNmqJLqUYuZNZH57Sfrj+nVOO0Z88eJk+eTE5ODiJCXFwcd911F7m5uYwfP56MjAxCQkJYunQpvr6+GGO46667WLZsGS1btuSdd96hb19rrf2EhASefPJJAB5++GGmTLFGPG3cuJGpU6dy/PhxRo4cyfz589G19hsmTdGllFJKNSLu7u4899xzbN++nfXr17NgwQK2b9/O3LlzGTp0KGlpaQwdOpS5c+cCsHz5ctLS0khLSyM+Pp4ZM2YAkJuby5w5c9iwYQPJycnMmTOHvLw8AGbMmMEbb7zh3C8pKcll7VVnph05pZRSqhEJDAx0XlFr06YNPXv2JCsri8TEROcVtSlTpvDBBx8AkJiYyOTJkxERBgwYQH5+PtnZ2axYsYKYmBj8/Pzw9fUlJiaGpKQksrOzOXz4MAMGDEBEmDx5svNYquHRjpxSqtk4ceIE/fr145JLLqF37948+uijAKSnp9O/f39CQ0MZP348RUVFAIiIl4j8087jvMFe1Lx825/s+A4RGVYhPtyO7bTTDypVZzIyMti8eTP9+/cnJyeHwMBAADp16kROTg4AWVlZJ6VKDA4OJisr64zx4ODg0+Knio+PJyoqiqioKHRtVtfRjpxSqtnw8vJizZo1bNmyhdTUVJKSkli/fj0PPPAAd999Nzt37sTX15eFCxeW7zINyDPGhALzgGcBRKQXMAHoDQwHXhERh4g4gAXACKAXMNEuq1StO3r0KGPHjuWFF17Ax8fnpG0iUudj2uLi4khJSSElJQVdm9V1tCOn1FnExsbi7+9Pnz6/TIz+4x//yMUXX0xERARjxowhPz8fsL4dt2jRgsjISCIjI/n973/v3Gfjxo2Eh4cTGhrKnXfeiTVB2xqnEhMTQ1hYGDExMc4xKqr2iQitW7cGoLi4mOLiYkSENWvWcMMNNwAn35Li5JzQ7wFD7fUqRwNLjDGFxph0rOWS+tmPncaY3caYImCJXVapWlVcXMzYsWOZNGkS119/PQABAQFkZ1uZL7Ozs/H39wcgKCiIPXt+yXCZmZlJUFDQGeOZmZmnxVXDpB05VSe+//57PvnkE7Zu3UpZWZmrq3Nepk6detpA35iYGL799lu++eYbLrzwQp555hnnth49epCamkpqaiqvvfaaM17V4OGqBiirulFaWkpkZCT+/v7ExMTQo0cP2rVrh7u7NYn/lNtIzhzPxpgS4BDQnprnhFaq1hhjmDZtGj179uSee+5xxkeNGkVCgvW9IyEhgdGjRzvjixYtwhjD+vXradu2LYGBgQwbNoyVK1eSl5dHXl4eK1euZNiwYQQGBuLj48P69esxxrBo0SLnsVTDox05Vevy8/P5/PPPKSgoYOfOnaSlpbm6Sudl0KBB+Pn5nRS75pprnH/4BwwYcNK318qcafBwVQOUVd1wOBykpqaSmZlJcnIy33//vUvqobmf1bn68ssveffdd1mzZo3z6v+yZcuYNWsWq1atIiwsjI8//phZs6whmiNHjqR79+6EhoYyffp0XnnlFQD8/PyYPXs20dHRREdH88gjjzjPda+88gq33noroaGh9OjRgxEjRrisverMdB05VeuKi4sBa4p8+e2rpuytt95i/Pjxztfp6elceuml+Pj48OSTT/J///d/Zxw8XNUA5crEx8cTHx8PQOmxQ3XRnGajXbt2DBkyhK+++or8/HxKSkpwd3d33kbatm0b/JLjOVNE3IG2wEGqzv3MGeInMcbEA/EAUVFRpjbbppq2K6+80jk041SrV68+LSYiLFiwoNLysbGxxMbGnhaPiori22+/Pb+KqnqhV+RUrevQoQO9e/emsLCQjh07EhYW5uoq1ZmnnnoKd3d3Jk2aBFjLAvz0009s3ryZ559/nhtvvJHDhw9X+3hnG6BccXCxo2Xb865/c7N//37neMbjx4+zatUqevbsyZAhQ3jvvfeAk29JcXJO6BuANXb2mQ+BCfas1m5AGJCMlUIwTES6iYgn1oSID+undUqp5kivyKlaJyIMHDjQOa3dy8vLxTWqG++88w7/+9//WL16tbPz5eXl5WzvZZddRo8ePfjhhx/OOHi4fIByYGDgSQOUVe3Lzs5mypQplJaWUlZWxrhx47juuuvo1asXEyZM4OGHH+bSSy9l2rRpzJw5E2Ah8K6I7ARysTpmGGO2ichSYDtQAsw0xpQCiMjtwArAAbxljNnmgqYqpZoJ7cgpdQ6SkpL485//zKeffkrLli2d8f379+Pn54fD4WD37t2kpaXRvXt3/Pz8nIOH+/fvz6JFi7jjjjuAXwYoz5o169SrQaqWRUREsHnz5tPi3bt3Jzk5+bS4MeYE8NvKjmWMeQp4qpL4MmDZeVdWKaWqQW+tKnUWEydO5PLLL2fHjh0EBwezcOFCbr/9do4cOUJMTMxJy4x89tlnREREEBkZyQ033MBrr7121sHDVQ1QVkoppc5Gr8gpdRaLFy8+LTZt2rRKy44dO5axY8dWuq2qwcPt27evdICyUkopdTZ13pETkbeA64B9xpg+duwxYDpQPuf+Qft2BCLyJ6zV1EuBO40xK+z4cGA+1riTN40xc+14N6xFN9sDG4Gb7YU4lVJnEDLrI1dXwaUy5l7r6ioopdR5q49bq+9gpbA51TxjTKT9KO/EnUvam2ftY4UCeVidQKWUUkqpJq/OO3LGmM+wZntVR43S3tipcq7CSp0DViqd39Rm/ZVSSimlGipXTna4XUS+EZG3RMTXjtU07U17IN9OnVMxXildSV0ppZRSTYmrOnKvAj2ASCAbeK4+3tQYE2+MiTLGRHXs2LE+3lIppZRSqs64ZNaqMcaZg0hE3gD+Z7+sadqbg0A7EXG3r8pVmQ5Hndnu3bsBaz0tpZRSSjUOLrkiJyKBFV6OAcrXZKhR2hs7Vc5arNQ5YKXSSayPNjQlixYtYvz48YwfP55Fixa5ujpKKaWUqqY678iJyGLgK+AiEckUkWnAn0Vkq4h8AwwB7gYr7Q1QnvYmCTvtjX21rTztzXfA0gppbx4A7rFT6LTHSqnTdBUUQGFhrR7yH//4B8YYjDH84x//qNVjK6WUUqru1PmtVWPMxErCVXa2apr2xhizG2tWa9P373/Ds8+Cpyc8/zz0O/9m79mzh0svvZTly5cDEBkZed7HVEoppVT90MwOjcnzz0O7dnD8OLz4Ivztb7Vy2GnTptG3b1+MMfz617+ulWMqpZRSqu5pR64ByMqCvXshPBy8vc9QMDAQMjKgrAw6dz5DwZrx8vLit7+tNC/4Wa3bsw6AgZ0H1lp9lFJKKVU92pFzsdRUuO02KCmBiy+GhQvBw6OKwvPnw+uvQ6tWYCdpr0slJSX885//JCMjg3HjxhEWFlZl2YKiAlanr6aNZxsGhwzGWqtZKaWUUnXJlQsCN0rZ2dns2bPn7AWr6eOPIS/P6sitXQuvvWY9r1RQEDz+ODzwALRtW2t1qMqSJUuYM2cOf/vb3/jd737H8ePHT9peXFrMyl0r+de2fzH9v9N57JPHuHflvby56c06r1t9i42Nxd/fnz59+jhjubm5xMTEEBYWRkxMDHl5eQAYY7jzzjsJDQ0lIiKCTZs2OfdJSEggLCyMsLAwEhISnPGNGzcSHh5OaGgod955J9aEbFXbSg7v5+fFf2LvmzPo3bs38+fPB+Cxxx4jKCiIyMhIIiMjWbbsl+G4IvInEdkpIjtEZFiF+HA7tlNEZlWIdxORDXb8n/ZMe6WUqhPakauBxMRERo8ezdixY3nnnXfO6RjGwJtvwvXXwwsvQGQktGwJaWlw+LC1benS2qz1ucvIyMDhcODr68vhw4c5cuTISdvf2PQG//jmH3z0w0d8lPYRXg4vSk2p83ZrUzJ16lSSkpJOis2dO5ehQ4eSlpbG0KFDmTt3LgDLly8nLS2NtLQ04uPjmTFjBmB1/ObMmcOGDRtITk5mzpw5zs7fjBkzeOONN5z7nfpeqpa4OfAdMo0Lbn2V9evXs2DBArZv3w7A3XffTWpqKqmpqYwcORLQ/M9KqYZPO3I18M4771BiXy47147cli3W3dH8fHj3XXB3hyefBH9/CAuDoiKw1+Z1uXHjxtGpUyeKi4u57rrr6Nixo9UT/de/4I47+P7r5Xh5eNG+ZXtauLcg83AmOw/u5PuD37OvYF+N3uvQIThwoI4aUgsGDRqEn5/fSbHExESmTJkCwJQpU/jggw+c8cmTJyMiDBgwgPz8fLKzs1mxYgUxMTH4+fnh6+tLTEwMSUlJZGdnc/jwYQYMGICIMHnyZOexVO1yb+2HV6dQANq0aUPPnj3JyjrjGuKa/1kp1aBpR64GevfuzdGjR8nPz6dnz57ndIyiIqsvVFAAR4/C+vWrWLx4Ct27rwPK6NQJznHeQbWcKDlB1uEsSstKz1r2wgsv5KOPPuJ///sfjz76qDXubcMGawmUzZu5+f1dcKKQ/MJ8plwyhTZebQhrH0bu8Vz++e0/Kz3munXWo6LPPoPhw2HkSGhM6xHn5OQQGGitbd2pUydycqyEJVlZWXSuMBklODiYrKysM8aDg4NPi1cmPj6eqKgooqKiKD12qC6a1WwEz3iLj9Z+xbRl+bzw8Q+8/PLLREREEBsb67xSSh3mf9bcz0qp2qCTHWrgwQcf5MILL6SkpIQbbrjh7DtUIioKxoyB5cshJiab//xnNt7enhw+PJPf/34ON988ilat4MQJcDjOMPHhHGQfySb2w1gOHjtI38C+vDTipbPu07JlS9zd3cnMzCQgIADPvDxSc3L4uLiYVl5ezL3tDoou7sGgroP4/KfPcRM3RATfFr7Vrld8vNVOHx9rjODkyefTStcQkVqb4HG8+DgHjh1gc/ZmLg289KRtcXFxxMXFAeAVWPXkE3VmZUXH2f/+0/gNnY6bV0vaXDqSXZ++i4gwe/Zs7r333jqvgzEmHogHiIqK0kGRSqlzolfkaqBly5ZMnjyZ2NhYfHx8zukYbm7w0EPwxRdwzz3HKS4uZM+ePaSnh/HnP/fn1lutjs2gQRATA998c351XrduHevsS2Cr01ezK3cX7m7ubMrexHcHvjvr/keOHGHChAlce+21TJgwgY0dWjOt4DD/OXKY+GPH2HLoOAGtA2jfsj1/ifkLvTr24uaImxnXe1y169ijBxw5Yt1aDQk515bWv4CAALKzswFrEoy/vz8AQUFBJ02IyczMJCgo6IzxzMxMAMpMGU/87wl2lewi7r9xfPTDR/XYoubBlJaw//2nadVrMC0vspbNcbTyxeFw4ObmxvTp00lOTi4vXlX+56rizvzPp8SVUqpOaEfOhUJCQjDG8PPPRRQUzMLN7TA//ABPPAEicPAgvPJK1fsfOnSIb775hoKCgmq9X7BPMG0821BSVoKHmwf+rfzPus+aNWtYu3Yte/bsIenjMgbf/DXfurXi+xAPCjp24OvEC/hi8UDy8+GKLlcQ/+t47rn8Hjwd1Z+od//9EBcHEydaE0Aai1GjRjlnniYkJDB69GhnfNGiRRhjWL9+PW3btiUwMJBhw4axcuVK8vLyyMvLY+XKlQwbNozAwEB8fHxYv349+cfz+WblN3S4tAMnSk7w2Y+fubKJTY4xhoPL5+PRvjM+/cY44yVHc53P33///YqzkzX/s1KqQdNbqy5kjMHDw4M+fUL55ptdZGUN4+hR8PW1xtF5eECnTpXvm5OTw7XXXktOTg5du3blo48+om35kiQFBbBpk7VcSQW/6vorHhv8GN/s+4Zrw66lU+tO7Mn75QpRamoqW7ZsoV+/fs4xgPv376eoqIiyskBOnLgOdl2EdBnIEfdVuB1tza5do/jxR/j5Z7jkkgTefPNNQkND+ctf/sKRI0fwPuMKx5ZWrcCe2AlA3vE8Hl7zMOn56dwWfRvXXXhdzX6wdWDixIl88sknHDhwgODgYObMmcOsWbMYN24cCxcupGvXriy1pxuPHDmSZcuWERoaSsuWLXn77bcB8PPzY/bs2URHRwPwyCOPOCdQvPLKK0ydOpXjx49zwUUX0KpXK9zc3BjSbYhrGtxEFWZtp2DbWjw6hrD37TsA8B00mYLvPiM8/M+ICCEhIbz++uv885//xBizTUTK8z+XYOd/BhCR8vzPDuCtU/I/LxGRJ4HNNPX8z0opl5Lmul5VVFSUSUlJqdE+BQUFLF26lOLiYsaPH/9Lx+k8vPTSS7z99nt8991beHl1xsvLk1tvhdJSKxvXzJnQpg2cOHGC9957j7S0I/z735ns3fsVR458R+vWJyguLiY+Pp4bb7zRmk0xeTLs2gUOB+umT4eePRk4sPLMC+W3+o4ePcrUm26iuKCAFm3bsuS99+jcuTO7k5K487bb+Cq/B/mHJlLm8IayKPwmPEPX3Dtw29eXkhK44IJsDhwYja+vLwcOHGDcuHG0bt0aT09Pxo8f77wVXT7RoYrqADDvq3m8mvIqPl4+ONwcrLhpBe282533z7qxOF58nA1ZG+jQsgN9/PtUWc4rMIzAKS/UX8WauIy51570WkQ2GmOi6uO9z3Y+0gwqqqGLioqipn9TVc1UdU7SK3I18NRTTzmTy2/cuJHXX3/9nI7z00+ZjB37P/buDeS22/px7bU38cMPbSkudsMY62qcvSSZ03PPPcd7773HDz8corAwH3f3XpSUCIWFhTgcDry8vKxOUvZBBqang6cn5OZaV+bOMMPWGMNXe77io5X/Yt+ObVwgHhT//DMZW7fS+dNP6T5/Pku8vVkcfIC7io9wPPAI+D+GW/t1+AT04fjBvnh4wO9+58Ezz7hRWFhIq1atKS0tRUQ4cuQIGRkZREREnNPPqjlq4dGCwSGDXV0NpZRSjYB25E6RmGiNS+vWDZ5+GiouHfb9998jIri7u7Njx44aHbewpJATJSdo692WP/5xFdu2DcbTs5gnnhC6dGlFSYkbxcXWzM2Kkx/Lr5hu27bNfu6grOwYbm6FiFhLiPTo0YPQ0BHcfz+4l/mxpJU/LfOzkNatSAv0wiMvg4F7Q2DbNujVy3nLtaioiDWb1/DRzo/YVbaZsFZFBB13cFDciRCB996DsjJat2lDrKcnD414iuMdDoCH4UAmbN7yOO+9OpCBAy+nVasOeHk9xjPPLGTv3p7s2+ePp2ch3t6eNb5yOTVyKjtzdzpvrTanq3FKKaVUTdT5ZAcReUtE9onItxVifiKySkTS7H997biIyIt2aptvRKRvhX2m2OXTRGRKhfhlIrLV3udFOY81IPLzrc5baSkkJ8Opa/7Gxsbi4eGBMYZp06q/WPuOAzsY8fcRXP3u1czfMJ/i4taUlragrMxgjIPSUsHLC1q0gAsusGZxAnzx4xcMfmcwV754JaGXhZKf74kxV+LpOR03xwk8fY7h1cWLA4eKuOqqnSQnw450of/2OO45coRJAceYffA97kmcwSsz+1P20INw442QlcWP+3J5Lj6BxK3/Ze/RvRT9NJa0yAlce6E/iy++mLYRERAdbV0eLCrCER3NYZ/D1utjQDGUXlTK3UnTOWqs9dOGDx+Op+e/aNv2cdavv56ffupOVFQUXbp0cf4stuZsZWvO1jP+vHxb+LLg2gUsm7SsQYyPU0oppRqq+pi1+g5WapuKZgGrjTFhwGr7NVjpbsLsRxzwKlgdP+BRoD/WiuqPlnf+7DLTK+x36ntVm4j1KLXXynU4Tt5+3XXX8d///pfExERuvvnmah930ZZFHC06SseWHfnblr8x+/FounY9iMPRmsGD25Cb60FRkTXof/p0mDTJ2u+Jz57gaPpRtr64lXkvvkxubjR+fs/g6fkU0rM/pd1LKQ4oIbsgi7KyYxw/Dvv2HSK7sAXfhnTh39t2kp2XzbGiY7zSeS9fn9gFu3ezffVHjP7LNDL2b8S92J28tGi+X3Yre794nSf2p/Bp7HvWVbv777dyuz76KDz9NCHHe+BmHOAG0kUwoYb8tvk888UzlJaVsnHvRjxbH+bYMcjP90OkD0FBQeTnC+vWga55qpRS56+y3M+pqakMGDCAyMhIoqKinEvoaO7npq/OO3LGmM+A3FPCo7FS18DJKWxGA4uMZT3WekyBwDBglTEm1xiTB6wChtvbfIwx6+1p/4s4j3Q4bdtafZbWreH//g+mTj29jL+/PxdccEGNjutTHMbPX4wgbf2F+Hi2o3fPC9ixoy/Z2d2JiQnGxwc6d7auxv3mN+DlZe/n7cPe5L0UHyuk6ISDI+3WkOX2HUeOtOTYznsoKRtH8bFiPDoHEBIShTGAmxvtesxnW9o2SotLKTlcQmFBGVJqSHc/Ssn+/cxeuZ5or85kZnbmUJ4fLU0rcC/EYVqx54gvM+d78HjSi2SfOIC59loKYmKIX+SF+5YUuqxdwfDDNxHiF0KJXwk/8zOrdq1i9trZTP9wOj/1n8CF/XcyZgxMm2blj504EW677TgREd8RH78UXcVeKaXOXWW5n++//34effRRUlNTefzxx7n//vsBzf3cHLhqHbkAY0y2/fxnIMB+XtN0OEH281PjlapOSpwRI+C//4X5862OXU1tyt5EzKIYYhbFsHHvRkpK4PMFN3Pikz9w8P2HGHF8EZ4OT0TA2xvKyqwrVZmZ1qNNm1+O9ezQufRp4U2bojI65R/BvU1HcBQBBvcTrfDIG8fQGVfx0iPvc7TAgePCJE4Mu4ucoVvJG5ZH1w5dcfzkoFjKKHYXrtphKCkqYvrarynedQHHTTo+vvvxlZa4H/antFQo8zjMz4dyWbz2S+KWTuWmm2+id+9f8cADO+nevYBfD/uRy3sOYkybMbjZvz6783fzQsILbP1uKyUF6bS/9GnuvOMA+Vt+ZP37WeT8bMjK+pG8vBbsyRQSE3VZLaWUOleV5X4WEQ4fPgxYa4yWX3DQ3M9NX5WTHUTkCFB+PbV83JmxnxtjzLmlNjiFMcaISL1ct62PlDhPfPoEJ0pPIAhPfPYE7wz/gJ+zHYQG+XL4MOzPOLm8CHTsaF2Fa9XKynDQvr21rbtbe1b+5McGf2/mhezmg6HrYctyOBhC0ZFCenhs4IObPsDT05M3/vYZe7vdS6nXT5RhaHtBa46HHKf1J3DNz16M9i+jlGJSPTzxy/6eCT/9mxWXdeJQUQu6t8+gqPV/yW57AwdL8ig92Jqf4udwqOe79NzyPPtMKwoLD5CXl8WFYQU4CsHb3UHE4baM33CAkIMnuDEc3Pd64/Bx8OPhH3lh7r/4KimC7BMd2LO3BDdPXzw99+HtlU9xScmpPzallFLn4YUXXmDYsGHcd999lJWVOTP61GXuZ9UwVHlFzhjTxhjjYz/aVHjdphY6cTn2bVHsf/fZ8Zqmw8myn58ad5lWnq2cM1RbebSibVsYOhRKSqwZqaemaI2JsYajtWsH4eGnrOHbujVywQVEt/Bmw1BDqZeBHsuhz534d3kAP7/lztmzA4cepMQUYozgcC+jY/uODAy4iD+WlTK4sJDL9pRRKG1oWdqDdsFd8dm3jxGbc7jsQGu6Hy3hN79ez0NxbxJ+URqdAn6kp1sq/bZexNhjxZSVGZA3yNznhmfJUdoXpNMl5yhPrirk8iyh+1Fvuh11UNKqhKNuR/m5LIecsr20LckjgGwCHAfx929LZOSL+Pic4NfX/brePg+lGrsyU8bGvRtZt2cdJ0pOuLo6qoF69dVXmTdvHnv27GHevHk1mpB3ruLj44mKiiIqKkqHzLhQtW6tisiVInKL/byDnarmfHyIlboGTk5h8yEw2Z69OgA4ZN+CXQFcIyK+9iSHa4AV9rbDIjLAnq06GRenw3nyqifpG9iXSztdylNDn0IEnnkGXnppH3ff/T+OHl1LYWEhx4/Dp59a2RuWLoUFC35JHu/k7g7x8Thm3MaILkNxuHviaJuLI+gLfHx24eHhQYcOHQCYM/UqrukTRVjHLlzRdQDzh82n3bdFhBhvyvCCEk+WB/yJeW1mkXDgRjwzvSho15FjbXw41qoNrRwOhr/0Ev2K0ml7og0HjkRjpJgXvT0oKmpHmYE9+9vw/rYifH76jJu+TMZ7/1UUtbiZ3h17csfhQNyC3Wjj1gYvN2++K0sn03RmLxdgvLwYNMibhQnzaX/x1WzMzuHQiUOu+YCUamRe/fpVXkp+ifiN8dy/6n5XV0c1UAkJCVx//fUA/Pa3v3VOdjif3M8V45WJi4sjJSWFlJQUOnbsWBfNUtVw1nXkRORRIAq4CHgb8AT+BlxRnTcQkcXAYKCDiGRizT6dCywVkWnAj0B5hvVlwEhgJ9YiF7cAGGNyReQJrPyGAI8bY8onUNyGNTO2BbDcfrhMSLsQXrvutVOiZXz//XJKSkrIzS3B4XDw9tuD+Oor69bqvHkwfDjs27ePzz/fQlhYGCHl2eMDA2H6dO7JuIn/PHU7RwvKaLNzCqOu2cykSb8iMDAQgLbebUmc/A/yjuYhxYKvry/f//Y7vv4hjagjRyi+9BK+6nQ7X3/fmpz9RfzLN5i2AW8zzK2Yzt4t+fWGDbh5eTHx0FuUXuON/14vunT5jjlrOtMiy4/jJYU4/JPJKfJkacBObtwThuOmm3CkpiLBpWyOOYHXj8s5cCKdPmUBjB39G4paHObb3SX4hHRlxu0wdOxeso61A/Eh1v8l/v2Hh+vzo2myTs1IoJqWL/d8SSuPVni7e7M+c72rq6MaqAsuuIBPP/2UwYMHs2bNGsLCwgAr9/PLL7/MhAkT2LBhw0m5nx988EHnBIeVK1fyzDPP4Ofn58z93L9/fxYtWsQdd9zhyqaps6jOgsBjgEuBTQDGmL0i0ubMu/zCGDOxik1DKylrgJlVHOct4K1K4ilA1XmMGgBjDEVFRbRo0YKysjLy80/w7bfWYsNHjsCaNdCvXy433XQTeXl5eHh48M4773DhhRc6j5GR1gK/n6bh74CSEwMZPnwwffue/D4Z6RnExcVx6NAhrr/+eh544AHe8fGhyBh633ILj//kxnPPwfLlXni0nsCxtP9jk6/wu6s/JrCoiNLWrfGQMiZNv5iIyy4jO/sKAr77msLiE+zd9xOO4z3p0PfvxPS/lS+uuYIvdrQn7Pe/Z9evDrPl/Zu51qM3M9/aRLAcpWvOx2TOmsUYh4POnd3ZsgUOHynF0+cYJcdas237OS/3p1Sz8usLf83m7M2cKDnBhD4TXF0d1QBUlvv5jTfe4K677qKkpARvb2/i4+OB88/9PGLECEaMGOGahqpqqU5HrqjihAQRaVXHdWrUvt33LQ+ufhCAp656ivCAcBwOB1dccQXr1q2jZcuWXHFFND17woYN4OYGgwbBzp07OXz4MJ6enuzfv58tW7ac1JHr0wdaeMPBg9C+hfX6VIsXLyYrKwtfX1/+85//MG3aNEJDQ/n6669588036dGjB/PnD+Gii9x45x0fKPCh/1V7YORIaNUKR1YW7W68kb7duwPQuXNnlixZwo4dO/Br35Ms8yMd2t+Kx34PPv/8c/LyikhOzufyIVG0cG9Bn80ZBOaXcsjnGDmfLaPs5ptw69IVgNBQuCjEh02Z3uAo5NZfN+i+t1INxsTwiZSaUgpLC7kl8hZXV0c1AIsXL640vnHjxtNiIsKCBQsqLR8bG0tsbOxp8aioKL799ttK9lANUXU6cktF5HWsNd2mA7HAG3VbrcbrsU8eIz0/HUF47JPH+Pf4fwPQq1cveto5T0WEV1+1Esh36ACXXgq5uaH4+PiQn59Phw4diIyMPOm4gYGw7PWBfPedlTq1U6fT3zsoKAhvb29KS0tp1aoVrVu35ueff+bAgQO0a9eOXbt2cdFFFzFzZjCXXWZNwOjcGXB4wC2V/4EIDAx03r6NsFeJWb8nmf37ISvLQWmp4WBWa+J/Hc/anIdh1Qe0Kygly5HH8dZ5XNn5SsCakbvyP4E8+MqP+LQr5b5fV+vOfIO2Y8cOxo8f73y9e/duHn/8cfLz83njjTecY0aefvppRo4cCcAzzzzDwoULcTgcvPjiiwwbNgyApKQk7rrrLkpLS7n11luZNWvW6W+omq3uvtaXKzdx1YpRSqmGqjodOQN8ARwGLgQeMcasqtNaNWLubu6UlZUB4OHwOGlbxexhrVpZM1bL+fn58fe//53U1NSTx8hV0KlT5R24cpMmTaK0tJT09HQmTZpEy5YtcXd3p7S0FIfDQVlZGR4eHojA5Zdb++zZc/Ixyge/VpyWfqrWbS8kMy+FEkrJzu7FypVtuPdeHw7ddB/PZ6fSoqCI5M5uzG7tfdJ+bdpAnwubzgXdiy66iNTUVABKS0sJCgpizJgxvP3229x9993cd999J5Xfvn07S5YsYdu2bezdu5err76aH374AYCZM2eyatUqgoODiY6OZtSoUfTq1au+m6SUUqqRqU5HrjXWVbhc4J/AN3Vao0buyaue5PFPHwdg9qDZNdq3Y8eOxFTs3dWQh4fHaVPOAwICuPjii2nbti2hoaH4+/uf8/HLvbbzcf7l+RnFxRG0K/ajRw+rwxEVFM2qsVNZvnM5/9fl//hVyK/O+70ai9WrV9OjRw+6du1aZZnExEQmTJiAl5cX3bp1IzQ01DmzLDQ0lO72Le0JEyaQmJioHbk6sGfPHiZPnkxOTg4iQlxcHHfddRe5ubmMHz+ejIwMQkJCWLp0KWDlfwbmY03COgZMNcZssrdNAcpn7DxpjEmw45fxywSsZcBdRnMcKaXqyFmv0xtj5hhjemNNQggEPhWRj+u8Zo1UqF8oi8YsYtGYRYS1D3N1dRARLr74YsaMGUN4ePhJVwXPRWlZKev2fkJoN09ad8gnKDqZUaOsbW7ixkODHuKL2C945upn8HR41kILGoclS5YwceIv83pefvllIiIiiI2Ndc4Kq+nCnKr2ubu789xzz7F9+3bWr1/PggUL2L59O3PnzmXo0KGkpaUxdOhQ5s6dW76LS/M/K6XU2dRkwMU+rHRaB4Hzv6yjGiWHm4MrulyBw7OIDq3bcW3fy3Br5sN2ioqK+PDDD/ntb38LWHkKd+3aRWpqKoGBgdx777219l4VF+AsPaZr8dVUYGAgfe3p3m3atKFnz55kZWWRmJjIlCnW0pZTpkypmJLIpfmflVLqbM76J1hEbhORT4DVQHtgujEmoq4rphquv8b8lcm+k/mN31CG9Rjm6uq43PLly+nbty8BAdZkkICAABwOB25ubkyfPv2cF+asTMUFOB0tzyEZsHLKyMhg8+bN9O/fn5ycHOeknk6dOpGTk1NerM7yP1cn97NSSp1Nda6ldAb+YIzpbYx5zBizva4rpRo2L3cvooKi6NauW41v1YYHhBMeEF5HNXONxYsXn3RbNTs72/n8/fffp4+9VsyoUaNYsmQJhYWFpKenk5aWRr9+/YiOjiYtLY309HSKiopYsmQJo8rvV6s6cfToUcaOHcsLL7yAj8/JGQdF5LyHIFSHMSbeGBNljInSVfGVUufqrJMdjDF/qo+KNBbr9liJiAd2HujimriWMQYdvg0FBQWsWrWK119/3Rm7//77SU1NRUQICQlxbuvduzfjxo2jV69euLu7s2DBAhwOB2CNqRs2bBilpaXExsbSu3dvl7SnOSguLmbs2LFMmjTJmdIoICCA7OxsAgMDyc7Oxt/fn/z8fDhznufBp8Q/oQHmf1ZKNW3VmbWqmrAzLTNSlW3btvGHP/yBEydOMG/ePODq2q9YI9GqVSsOHjx4Uuzdd9+tsvxDDz3EQw89dFp85MiRzrXmVN0xxjBt2jR69uzJPffc44yPGjWKhIQEZs2aRUJCAqNHj+Yvf/kLWPmfbxeRJVgTGw4ZY7JFZAXwdIUJDtcAf7LTCR62c0VvwMr//FJ9tlEp1bw082HqTd/AgQMZOLB2rx4+99xznDhxAi8vL5544olaPbZSdenLL7/k3XffZc2aNURGRhIZGcmyZcuYNWsWq1atIiwsjI8//rjigszLgN1Y+Z/fwMrtjJ3ruTz/89ecnv/5TXufXbg4/7NSqmnTK3INyHvvvcc//vEPfvWrX3HHHXfg1kCng7Zt25aioiLKysqcA8SVagyuvPJKqlrSbfXq1afFmmr+Z6VU06EduQZiy5YtxMXFUVxczKpVq+jUqdNJ6Z8akgcffJCcnByOHz/OH//4R/bs2XNOt2iVUkopdX60I9dAbN26lcLCQjw9PTl27BgbN25ssB25jh07cvvttwPnNsZO1a6QWR85n2fMvdaFNVFKKVXfXHrvTkQyRGSriKSKSIod8xORVSKSZv/ra8dFRF4UkZ0i8o2I9K1wnCl2+TQ7bU6dycjLYOPejRQUFdTqcYcMGYKfnx+FhYX4+Pjwm9/8plaPr5RSSqmmpyFckRtijDlQ4fUsYLUxZq6IzLJfP8DJqXL6Y6XB6V8hVU4UYICNIvKhvdp6rfo041Oe+Nwa3P9V5lcsGrMId7fa+REGBQWxZs0aPv/8cyIiIoiKiqqV49aV8gkUFReyrd5+dVEbpZRSqnlqCB25U43ml/WZErDWZnqACqlygPUiUp4qZzB2qhwAEVmFldtwcW1X7JOMT3DDjbbebdmZu5P9BfsJbFN7g/3DwsIIC3N9flallFJKNQ6unhZpgJUislFE4uxYgDGmfGn8n4EA+3lNU+Wc5nxT4gzqOogyysg9nku3dt3o2EpXY1dKKaWU67j6ityVxpgsEfEHVonI9xU3GmOMiNRa/gBjTDwQDxAVFVXj4w7pNoQHr3yQg8cPMu3SabV2W1UppZRS6ly49IqcMSbL/ncf8D7QD8ixb5li/7vPLn6mVDmVxetED78e9AvqRxuvNnX1FkoppZRS1eKyjpyItBKRNuXPsVLcfIuVEqd85ukUINF+/iEw2Z69OgA7VQ6wArhGRHztGa7X2LFma90666GUUkqpps2V9wYDgPdFpLwe/zDGJInI18BSEZkG/AiMs8svA0Zipb05BtwCVqocESlPlQMnp8pRSimllGqyXHZFzhiz2xhzif3obYx5yo4fNMYMNcaEGWOuLu+UGctMY0wPY0y4nQan/FhvGWNC7cfbrmqTap5CQkIIDw8nMjLSuWxMbm4uMTExhIWFERMTQ16etRqOMYY777yT0NBQIiIi2LRpk/M4CQkJzpnLCQkJLmmLUkqpxsXVs1ZVHSgthZKSc9mvlL1793LgwIEq81Gqyq1du5bU1FRSUqzvF3PnzmXo0KGkpaUxdOhQ5s6dC8Dy5ctJS0sjLS2N+Ph4ZsyYAVgdvzlz5rBhwwaSk5OZM2eOs/OnlFIus3s3xMTAlVfCxo2uro2qhHbkmpjUVLjzTpgxA5Ytq9m+K1eu5Ouvv+bLL79k69atdVK/5iIxMZEpU6yhnlOmTOGDDz5wxidPnoyIMGDAAPLz88nOzmbFihXExMTg5+eHr68vMTExJCUlubAFSikFzJ0LmZlw9Cg88ICra6MqoR25GhrYeSADOzfc9ATz5llX5Fq2hKefrv5+ZWVl/PTTT7Ro0QJ3d3fS09PrrpJNjIhwzTXXcNlllxEfHw9ATk4OgYHWYtGdOnUiJycHgKysrJPy0wYHB5OVlVVlXCmlXMoaxw7GgJt2GRoi/VSaGH9/KCy0vjx1rMF6xW5ubnTt2pXjx49TUlJCt27d6q6STcwXX3zBpk2bWL58OQsWLOCzzz47abuIIOUnw/MUHx9PVFQUUVFRlB47VCvHbG5iY2Px9/enT58+zthjjz1GUFAQkZGRREZGsqzC5WwR+ZOd43mHiAyrEB9ux3ba6QTL491EZIMd/6eIeNZX25SqdQ8+CF27gp8f/PnPrq6NqoR25JqYP/0JrrgCIiOtq3M1ERMTQ3R0NFdccQXh4eF1Ur+mKCjISiTi7+/PmDFjSE5OJiAggOxsK0FJdnY2/v7+zrIV89NmZmYSFBRUZfxUcXFxpKSkkJKSgqNl27psVpM1derUSm9b33333aSmppKamsrIkSMBEJFewASgN1bqv1dExCEiDmABVg7oXsBEuyzAs8A8Y0wokAdMq+s2KVVnunaFpCRYu9b6w6IaHE1N0MT4+cGtt1rPQ0Jqtq/D4eCCCy4AqLUrSE1dQUEBZWVltGnThoKCAlauXMkjjzzCqFGjSEhIYNasWSQkJDB69GgARo0axcsvv8yECRPYsGEDbdu2JTAwkGHDhvHggw86JzisXLmSZ555plp1yJh7bZ21rykaNGgQGRkZ1S0+GlhijCkE0kVkJ9bC5QA7jTG7AURkCTBaRL4DrgJutMskAI8Br9ZO7ZVqmLZmHSJk1keursZZNcXzpXbklDoPOTk5jBkzBoCSkhJuvPFGhg8fTnR0NOPGjWPhwoV07dqVpUuXAjBy5EiWLVtGaGgoLVu25O23rdVy/Pz8mD17NtHR0QA88sgj+Pn5uaZRzdTLL7/MokWLiIqK4rnnnisPBwHrKxSrmMv51BzP/YH2QL4xpqSS8iex80vHAXTp0qVW2qCUan60I6fUeejevTtbtmw5Ld6+fXtWr159WlxEWLBgQaXHio2NJTY2ttbrqM5uxowZzJ49GxFh9uzZ3HvvvXX+ntXN/bxu3Tq25m/V4Q5N0Do7Bc/AgQ13Ap1q+HSMnFKq2QsICMDhcODm5sb06dNJTk4u31TTHM8HgXYi4n5K/Jx8++233HPPPcybN4/t27ef62FUA3XixAkKCwtrvF9lE3YAXnrpJS6++GJ69+7N/fff74w/88wzhIaGctFFF7FixS8ZLJOSkrjooosIDQ11rnUJkJ6eTv/+/QkNDWX8+PEUFRWdQ+tUfdGOXBM0cKD1UEpVT/nEFID333+/4h/ID4EJIuIlIt2AMCAZKyVgmD1D1RNrQsSHxlpJey1wg71/xXzRNfb0009TUFBAaWkpb7755rkeRjVAy5cv5/bbb+eOO+7g008/rdG+lU3YWbt2LYmJiWzZsoVt27Zx3333AbB9+3aWLFnCtm3bSEpK4rbbbqO0tJTS0lJmzpzJ8uXL2b59O4sXL3Z+WXjggQe4++672blzJ76+vixcuLB2Gq3qhHbklFLNysSJE7n88svZsWMHwcHBLFy4kPvvv5/w8HAiIiJYu3Yt8+wp38aYbcBSYDuQBMw0xpTaY+BuB1YA3wFL7bIADwD32BMj2gPn/FewZcuWlJSUUFJSgre39zm3WTU88+bNo2XLlnh4eDh/36pr0KBBp42hffXVV5k1axZeXl4AzpnyiYmJTJgwAS8vL7p160ZoaCjJyckkJycTGhpK9+7d8fT0ZMKECSQmJmKMYc2aNdxwg/VdpOKC5qph0jFySqlmZfHixafFpk2reoUQOw/0U5XElwGn5U+xZ7L2OzV+Lh599FFuv/129rfY70znppqGoKAgfvzxR4wxJy0Gfq5++OEHPv/8cx566CG8vb3561//SnR0NFlZWQwYMMBZruJi46cuQr5hwwYOHjxIu3btcHd3P638qeLj452LoOu6lq6jHTmllGqgOnfuzAMPPMDW/K218sdeNRzPPvssDz30EA6Hgzlz5pz38UpKSsjNzWX9+vV8/fXXjBs3jt27d9dCTasWFxdHXFwcAF6BYXX6Xqpq2pFTSqkGbODAgScvdKKaBH9/f2655RaAWllqKDg4mOuvvx4RoV+/fri5uXHgwIEzLjZeWbx9+/bk5+dTUlKCu7t7lYuTq4ajyYyRqypdjlJKKdXU/eY3v2Ht2rWAdZu1qKiIDh06MGrUKJYsWUJhYSHp6emkpaXRr18/oqOjSUtLIz09naKiIpYsWcKoUaMQEYYMGcJ7770HcNKC5qphahJX5Cqky4nBWoDzaxH50Bij8/WVUko1SOe6ftzEiRP55JNPOHDgAMHBwcyZM8e5DmWfPn3w9PQkISEBEaF3796MGzeOXr164e7uzoIFC3A4HIC1CPawYcMoLS0lNjaW3r17A9Zt3wkTJvDwww9z6aWXnnEMqXK9JtGRwxpYfFq6HKyZZkoppVSTUdmEHYC//e1vlcYfeughHnroodPiI0eOdOYVrqh79+4V11JUDVxTubUaxOnpck67qS8icSKSIiIp+/fvr7fKNWXGGKyls5RSSilV35pKR65ajDHxxpgoY0xUx44dXV2dRi83N5eVK1fy3//+V1edV0oppVygqXTkqkqXo+pQSkoKhYWFeHl58eWXX1JSUnL2nZRSSilVa5rKGDlnuhysDtwE4EbXVqnp8/b2pqysjKKiIlq2bImbW1P5XtA4hAe1JWXuta6uhlJK6fnIhZrEX96zpMtRdaRfv3507twZPz8/RowY0ew6cnv27GHIkCH06tWL3r17M3/+fAAee+wxgoKCiIyMJDIykmXLfln8v6bJq5VSSqkzaSpX5KpMl6Pqjre3N5dddhkAAQEBLq5N/XN3d+e5556jb9++HDlyhMsuu4yYmBgA7r77bmfS6nIVk1fv3buXq6++mh9++AGAmTNnsmrVKoKDg4mOjmbUqFH06tWr3tuklFKqcWkyHTml6ltgYCCBgYEAtGnThp49e1aZkxCqTl4NOJNXA87k1dqRU0opdTbN616YUnUkIyODzZs3079/f8BaaDMiIoLY2Fjy8vIAyMrKOi1JdVZWVpXxysTHxxMVFUVUVBS6hI5SSintyCl1no4ePcrYsWN54YUX8PHxYcaMGezatYvU1FQCAwO59957a+294uLiSElJISUlBV1CRymllHbk1Ek6d+580tUhdWbFxcWMHTuWSZMmcf311wPWeEGHw4GbmxvTp0933j6tKnn1mZJaq9oXGxuLv78/ffr0ccZyc3OJiYkhLCyMmJgY51VUsbxo53D+RkT6lu8jIlNEJM1+TKkQv0xEttr7vCgiUp/tU0o1L9qRU+ocGWOYNm0aPXv25J577nHGs7Oznc/ff/99Z4ehpsmrVd2YOnUqSUlJJ8Xmzp3L0KFDSUtLY+jQoRVnDo8AwuxHHPAqgIj4AY8C/bFSBD4qIr72Pq8C0yvsN7xuW6SUas50soNS5+jLL7/k3XffJTw8nMjISACefvppFi9eTGpqKiJCSEgIr7/+OsA5Ja9WtW/QoEFkZGScFEtMTOSTTz4BYMqUKQwePLh802hgkbHy0K0XkXYiEggMBlYZY3IBRGQVMFxEPgF8jDHr7fgi4DfA8rpsk1Kq+dKOnFLn6Morr6w0z2xlSajL1TR5taofOTk5zhnInTp1Iicnp3xTVXmczxTPrCR+GhGJw7rKR5cuXc67DUqp5klvrSqlVAUiQn0Ma9Pcz0qp2qAdOaVUsxcQEOAc25idnY2/v3/5pqryOJ8pHlxJXCml6oR25JRSzd6oUaNISEgAICEhgdGjR5dv+hCYbM9eHQAcMsZkY6UDvEZEfO1JDtcAK+xth0VkgD1bdTKQWN/tUUo1H9qRU0o1KxMnTuTyyy9nx44dBAcHs3DhQmbNmsWqVasICwvj448/ZtasWeXFlwG7gZ3AG8BtAPYkhyeAr+3H4+UTH+wyb9r77EInOiil6pBOdlBKNSuLFy+uNL569erTYvZs1ZmVlTfGvAW8VUk8Behz+h5KKVX7tCOnVCO1NeuQq6uglFKAdT4KmfWRq6vRZGTMvbbaZfXWqlJKKaVUI+WSjpyIPCYiWSKSaj9GVtj2Jzu1zQ4RGVYhPtyO7RSRWRXi3URkgx3/p4h41nd7lFJKKaVcwZVX5OYZYyLtxzIAEekFTAB6Y6W1eUVEHCLiABZgpcvpBUy0ywI8ax8rFMgDptV3Q5RSSimlXKGh3VodDSwxxhQaY9KxZn31sx87jTG7jTFFwBJgtD29/yrgPXv/BKx0OEoppZRSTZ4rO3K3i8g3IvJWhWTTNU2H0x7IN8aUnBKvlIjEiUiKiKTs37+/ttqhlFJKKeUSddaRE5GPReTbSh6jgVeBHkAkkA08V1f1qEhT4iillFKqKamzjpwx5mpjTJ9KHonGmBxjTKkxpgxrkc1+9m41TYdzEGgnIu6nxJVqdJKSkrjooosIDQ1l7ty5rq6OUkqpRsBVs1YDK7wcA3xrP/8QmCAiXiLSDQgDkrFWTg+zZ6h6Yk2I+NBerHMtcIO9/xQ0HY5qhEpLS5k5cybLly9n+/btLF68mO3bt7u6WkoppRo4V42R+7OIbBWRb4AhwN0AxphtwFJgO5AEzLSv3JUAt2PlN/wOWGqXBXgAuEdEdmKNmVtYv01R6vwlJycTGhpK9+7d8fT0ZMKECSQm6ncSpZRSZ+aSzA7GmJvPsO0p4KlK4suw8h6eGt/NL7dmlWqUsrKy6Nz5l9EDwcHBbNiw4bRy8fHxxMfHA1B6TDM7KKVUc9fQlh9RSp1BXFwcKSkppKSk4GjZ1tXVUUop5WLakVOqAQgKCmLPnl9W2MnMzCQoqMqVdJRSzVhsbCz+/v706dPntG3PPfccIsKBAwcAMMZw5513EhoaSkREBJs2bXKWTUhIICwsjLCwMBISEpzxjRs3Eh4eTmhoKHfeeSfWcHTVUGlHTqkGIDo6mrS0NNLT0ykqKmLJkiWMGjXK1dVqdkJCQggPDycyMhKgJ4CI+InIKhFJs//1teMiIi/a6QG/EZG+5ccRkSl2+TQRmeKSxqgma+rUqSQlJZ0W37NnDytXrqRLly7O2PLly0lLSyMtLY34+HhmzJgBQG5uLnPmzGHDhg0kJyczZ84c8vLyAJgxYwZvvPGGc7/K3ks1HNqRU6oBcHd35+WXX2bYsGH07NmTcePG0bt3b1dXq1lau3YtqampYE2sApgFrDbGhAGr7ddgpQwMsx9xWOtjIiJ+wKNAf6zxu49WWPRcqfM2aNAg/Pz8Tovffffd/PnPf8ZKemRJTExk8uTJiAgDBgwgPz+f7OxsVqxYQUxMDH5+fvj6+hITE0NSUhLZ2dkcPnyYAQMGICJMnjyZDz74oB5bp2rKJZMdVNNRcYC+Oj8jR45k5MiR1S4fHqRj5OrJaGCw/TwB+ARrtvxoYJG9DNJ6EWlnL600GFhljMkFEJFVWLmjF59rBQZ2Hniuu6pmIjExkaCgIC655JKT4pVNpMrKyjpjPDg4+LR4ZSpOvurkWUTG3Gtrs0mqmrQjp5RSNhHhmmuuKb+i0cEOBxhjsu3nPwMB9vOaphRUqk4cO3aMp59+mpUrV9br+8bFxREXFwdAVFRUvb63+oXeWlVKKdsXX3zBpk2bWL58OYC/iAyquN2++lYrI78197OqLbt27SI9PZ1LLrmEkJAQMjMz6du3Lz///HOVE6nOFM/MzDwtrhou7cgppZSt/A+Wv78/QD7WGLec8mw09r/77OI1TSl4Es39rGpLeHg4+/btIyMjg4yMDIKDg9m0aROdOnVi1KhRLFq0CGMM69evp23btgQGBjJs2DBWrlxJXl4eeXl5rFy5kmHDhhEYGIiPjw/r16/HGMOiRYsYPXq0q5uozkA7ckopBRQUFHDkyBHnc8AHK33gh1jp/+DkNIAfApPt2asDgEP2LdgVwDUi4mtPcrjGjilVKyZOnMjll1/Ojh07CA4OZuHCqhMajRw5ku7duxMaGsr06dN55ZVXAPDz82P27NlER0cTHR3NI4884pxA8corr3DrrbcSGhpKjx49GDFiRL20S50baa7rw0RFRZmUlBRXV0OpcxYVFYX+Dtee3bt3M2bMGABKSkrYvn17ljEmWETaY6UO7AL8CIwzxuSKNZDuZayJDMeAW4wxKQAiEgs8aB/6KWPM22d6bz0fqcZOz0d1T0Q2GmNOG4yokx2UUgro3r07W7Zscb4WkZ8BjDEHgaGnlrfHy82s7FjGmLeAt+qmpkop9Qu9taqUUkop1Ug121urIrIf6zZJXegAHKijY9emxlDPxlBHcE09+wKbzlqq6arrn3lXY0y9zEKo4/NRfWgs/09roqm1qa7b09zPR7Wtss+r0nNSs+3I1SURSansPnZD0xjq2RjqCK6pZ2P52dSV5t7+hqQpfhZNrU113Z6m9vNytZr8PPXWqlJKKaVUI6UdOaWUUkqpRko7cnUj3tUVqKbGUM/GUEdwTT0by8+mrjT39jckTfGzaGptquv2NLWfl6tV++epY+SUUkoppRopvSKnlFJKKdVIaUeujojIX0TkexH5RkTeF5F2rq5TOREZLiI7RGSniMxydX0qIyKdRWStiGwXkW0icper61QVEXGIyGYR+V89vV+D//xqm4hkiMhWEUkVkfLsCX4iskpE0ux/fV1dz+aiuue3xvS7KiK/tc81ZSJS5WzByn4XG6IatOe8P6PG9Dk3dOfyt087cnVnFdDHGBMB/AD8ycX1AaxOB7AAGAH0AiaKSC/X1qpSJcC9xphewABgZgOtJ8BdwHf18UaN6POrC0OMMZEVpuTPAlYbY8KA1fZrVT/Oen5rhL+r3wLXA59Vo+ypv4sN0VnbUxufUSP8nBu6Gv/t045cHTHGrDTGlNgv1wPBrqxPBf2AncaY3caYImAJMNrFdTqNMSbbGLPJfn4Eq6MU5NpanU5EgoFrgTfr6S0bxedXT0YDCfbzBOA3rqtK81LN81uj+l01xnxnjNnh6nrUlmq2pzY+o0b1OTd05/K3Tzty9SMWWO7qStiCgD0VXmfSADtIFYlICHApsMHFVanMC8D9QFk9vV+j+/xqiQFWishGEYmzYwHGmGz7+c9AgGuq1uxVdX5rqr+rlf0uNla18Rk11c/Z5ar7t8+9XmrTRInIx0CnSjY9ZIxJtMs8hHWp9O/1WbemQkRaA/8G/mCMOezq+lQkItcB+4wxG0VksIur09RdaYzJEhF/YJWIfF9xozHGiIhOwa9FTfH8Vp02VcNpv4vGmOrcjq11tdQe1QDV5G+fduTOgzHm6jNtF5GpwHXAUNNw1nnJAjpXeB1sxxocEfHA+kX+uzHmP66uTyWuAEaJyEjAG/ARkb8ZY26qw/dsNJ9fbTLGZNn/7hOR97Fu5+SISKAxJltEAoF9Lq1kE1ML57cG97t6tjZV8xiV/S66pCNXC+2pjc+owX3OjV1N//bprdU6IiLDsW65jTLGHHN1fSr4GggTkW4i4glMAD50cZ1OIyICLAS+M8Y87+r6VMYY8ydjTLAxJgTr57imjjtx0Eg+v9okIq1EpE35c+AarIHcHwJT7GJTAL0CUU+qeX5rcr+rZ/hdbKxq4zNqcp+zK53L3z7tyNWdl4E2WJfeU0XkNVdXCMAeoHw7sAJrEOVSY8w219aqUlcANwNX2T+/VPvKV7PWiD6/2hQAfCEiW4Bk4CNjTBIwF4gRkTTgavu1qh+Vnt9E5AIRWQaN73dVRMaISCZwOfCRiKyw4842UfXvYoNTnfbUxmfU2D7nRqDGf/s0s4NSSimlVCOlV+SUUkoppRop7cgppZRSSjVS2pFTSimllGqktCOnlFJKKdVIaUdOKaWUUqqR0o5cMyAiSSKSLyL/OyV+nYhsFpEtIrJdRH53yvYPRGT9KbHHROQ++/ktFaZHF4nIVvv5XBGZJCLf2LF1InJJ3bdUKdUY6DlJqdqjmR2ah78ALQHnSdFeOToe6GeMyRQRLyCkwvZ2wGXAURHpbozZfepBjTFvA2/b5TOAIcaYA/brgcCvjDF5IjLCfq/+ddI6pVRjo+ckpWqJXpFrQkQk2v7G6W2vQL5NRPoYY1YDR04p3garI38QwBhTaIzZUWH79cB/gSVYK3XXiDFmnTEmz365HittCyLy+wrfmNNFZK2IOETkHRH51v62fLdd9hMRmW+X/VZE+tnxViLylogk29/eR9txh4j81S77jYjcUdN6K6Vqj56T9Jyk6p5ekWtCjDFfi8iHwJNAC+BvxphK08cYY3Ltsj+KyGrgf8BiY0yZXWQi8DiQg5Xz7enzqNo0YLn9vq8Br9nfvtcAzwORQJAxpg84v3mXa2mMiRSRQcBbQB/gIax0WLF22WSxkkdPxvoGH2mMKRERv/Oos1LqPOk5Sc9Jqu5pR67peRwr990J4M4zFTTG3Coi4Vjpje4DYoCpIhIAhAFfGGOMiBTb36JrnFNQRIZgnTSvPGXTfKwT339FxBfoLiIvAR8BKyuUW2zX9TMR8bFPktdgJau/zy7jDXSx2/GanTIGY0xuTeurlKp1ek7Sc5KqQ3prtelpD7TGuk3hfbbCxpitxph5WCfMsXZ4HOALpNvjTEKwvg3XiIhEAG8Co40xByvEpwJdgTl2HfKAS4BPgN/b+zireGqVAQHGGmMi7UcXY8x3Na2fUqpe6DlJqTqkHbmm53VgNvB34NmqColIaxEZXCEUCfxoP58IDDfGhBhjQrAGGNdoTIqIdAH+A9xsjPmhQvwyrG/aN5XfMhGRDoCbMebfwMNA3wqHGm+XuRI4ZIw5hJWc+Q4REXvbpXbZVcDvRMTdjuttDKVcT89Jek5SdUhvrTYhIjIZKDbG/ENEHMA6EbkK61vmxUBrEcnEuq2wDrhfRF4HjgMFWLcwQrC+mTqn+Btj0kXkkIiUz/B6WET+UGF7cCXVeQTrm/gr9rmtxBgTBdwO+AFr7XgK8BLwtoiUf7H4U4XjnBCRzYAHEGvHngBeAL6x90kHrsP61nyhHS8G3gBeruaPTylVy/ScpOckVffEmFOvEivVMIjIJ8B9xpgUV9dFKaX0nKQaIr21qpRSSinVSOkVOaWUUkqpRkqvyCmllFJKNVLakVNKKaWUaqS0I6eUUkop1UhpR04ppZRSqpHSjpxSSimlVCOlHTmllFJKqUbq/wHYOKuCIKQqvwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# vel\n", + "features = [f'pW{i}' for i in range(1, 9)]\n", + "plot_scatter_hist(\n", + " sdss_final, \n", + " features, \n", + " 'x1SALT2zspec', \n", + " 'vel', \n", + " 'vel_samperr')\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Color" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# pew\n", + "features = [f'pW{i}' for i in range(1, 9)]\n", + "plot_scatter_hist(\n", + " sdss_final, \n", + " features, \n", + " 'x1SALT2zspec', \n", + " 'pew', \n", + " 'pew_samperr')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:829: RuntimeWarning: invalid value encountered in greater_equal\n", + " keep = (tmp_a >= first_edge)\n", + "/opt/anaconda3/lib/python3.7/site-packages/numpy/lib/histograms.py:830: RuntimeWarning: invalid value encountered in less_equal\n", + " keep &= (tmp_a <= last_edge)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# vel\n", + "features = [f'pW{i}' for i in range(1, 9)]\n", + "plot_scatter_hist(\n", + " sdss_final, \n", + " features, \n", + " 'x1SALT2zspec', \n", + " 'vel', \n", + " 'vel_samperr')\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}