diff --git a/examples/06_dof_learning.ipynb b/examples/06_dof_learning.ipynb new file mode 100644 index 00000000..dc52f232 --- /dev/null +++ b/examples/06_dof_learning.ipynb @@ -0,0 +1,996 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "1cf54561", + "metadata": {}, + "source": [ + "# DoF Learning" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "95913488", + "metadata": {}, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "1c233e22", + "metadata": {}, + "outputs": [], + "source": [ + "from dof_learning_test_utils import SwissRoll, run_tsne#, plot_tsne_result\n", + "from plot_utils import plot_tsne_result" + ] + }, + { + "cell_type": "markdown", + "id": "926db371", + "metadata": {}, + "source": [ + "## Set up some shared parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "adfa0bc1", + "metadata": {}, + "outputs": [], + "source": [ + "perplexity = 20\n", + "random_state = 42\n", + "n_jobs = 1\n", + "initial_alpha = 1\n", + "n_iter = 1000\n", + "n_components = 2\n", + "dof_lr = 0.5" + ] + }, + { + "cell_type": "markdown", + "id": "ddbaa266", + "metadata": {}, + "source": [ + "## Load a SwissRoll with 1000 datapoints" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "bab05fcf", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "swiss_roll_1k = SwissRoll.generate(n_samples=1000, noise=0.0)\n", + "swiss_roll_1k.plot(width=6, height=6)" + ] + }, + { + "cell_type": "markdown", + "id": "ad857a84", + "metadata": {}, + "source": [ + "### Run t-SNE with DoF learning (simple gradient update)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b9b53ace", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Performing the early exaggeration fase with exaggeration = 12 and learning rate = 83.33 for 250 iterations...\n", + "===> Running optimization with exaggeration=12.00, lr=83.33 for 250 iterations...\n", + "Iteration 50, KL divergence 2.4118, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1201 sec\n", + "Iteration 100, KL divergence 2.3404, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0435 sec\n", + "Iteration 150, KL divergence 2.3444, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0718 sec\n", + "Iteration 200, KL divergence 2.3259, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.2834 sec\n", + "Iteration 250, KL divergence 2.3144, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1322 sec\n", + " --> Time elapsed: 5.65 seconds\n", + "===> Running optimization with exaggeration=1.00, lr=1000.00 for 1000 iterations...\n", + "Iteration 50, KL divergence 0.2420, DoF 3.1159, DoF gradient -0.0152, 50 iterations in 1.9584 sec\n", + "Iteration 100, KL divergence 0.2309, DoF 3.5841, DoF gradient -0.0065, 50 iterations in 1.9676 sec\n", + "Iteration 150, KL divergence 0.2269, DoF 3.8504, DoF gradient -0.0044, 50 iterations in 1.9543 sec\n", + "Iteration 200, KL divergence 0.2233, DoF 4.0464, DoF gradient -0.0037, 50 iterations in 2.0630 sec\n", + "Iteration 250, KL divergence 0.2192, DoF 4.2269, DoF gradient -0.0034, 50 iterations in 1.9922 sec\n", + "Iteration 300, KL divergence 0.2161, DoF 4.3759, DoF gradient -0.0027, 50 iterations in 2.0647 sec\n", + "Iteration 350, KL divergence 0.2143, DoF 4.5006, DoF gradient -0.0022, 50 iterations in 1.8638 sec\n", + "Iteration 400, KL divergence 0.2125, DoF 4.6010, DoF gradient -0.0018, 50 iterations in 1.7967 sec\n", + "Iteration 450, KL divergence 0.2107, DoF 4.6823, DoF gradient -0.0015, 50 iterations in 1.9727 sec\n", + "Iteration 500, KL divergence 0.2101, DoF 4.7505, DoF gradient -0.0013, 50 iterations in 1.7582 sec\n", + "Iteration 550, KL divergence 0.2091, DoF 4.8076, DoF gradient -0.0011, 50 iterations in 1.7698 sec\n", + "Iteration 600, KL divergence 0.2081, DoF 4.8581, DoF gradient -0.0009, 50 iterations in 1.9267 sec\n", + "Iteration 650, KL divergence 0.2081, DoF 4.8989, DoF gradient -0.0008, 50 iterations in 1.7683 sec\n", + "Iteration 700, KL divergence 0.2076, DoF 4.9310, DoF gradient -0.0006, 50 iterations in 1.8902 sec\n", + "Iteration 750, KL divergence 0.2073, DoF 4.9581, DoF gradient -0.0005, 50 iterations in 1.7398 sec\n", + "Iteration 800, KL divergence 0.2068, DoF 4.9838, DoF gradient -0.0005, 50 iterations in 1.8911 sec\n", + "Iteration 850, KL divergence 0.2067, DoF 5.0043, DoF gradient -0.0003, 50 iterations in 1.7487 sec\n", + "Iteration 900, KL divergence 0.2065, DoF 5.0199, DoF gradient -0.0003, 50 iterations in 1.7846 sec\n", + "Iteration 950, KL divergence 0.2061, DoF 5.0358, DoF gradient -0.0003, 50 iterations in 1.9364 sec\n", + "Iteration 1000, KL divergence 0.2059, DoF 5.0490, DoF gradient -0.0002, 50 iterations in 1.8070 sec\n", + " --> Time elapsed: 37.66 seconds\n", + "Optimization took 37.70 seconds\n" + ] + } + ], + "source": [ + "tsne_result = run_tsne(\n", + " swiss_roll_1k.datapoints,\n", + " perplexity=perplexity,\n", + " random_state=random_state,\n", + " n_components=n_components,\n", + " n_iter=1000,\n", + " initial_dof=initial_alpha,\n", + " dof=\"auto\",\n", + " dof_optimizer=\"simple_gradient\",\n", + " negative_gradient_method=\"bh\",\n", + " dof_lr=dof_lr,\n", + " dataset_name=\"Swiss Roll\",\n", + " \n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "8ab0eb0d", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_tsne_result(tsne_result, swiss_roll_1k.labels, \"Simple gradient\", black_template = True)" + ] + }, + { + "cell_type": "markdown", + "id": "cbcfc7b6", + "metadata": {}, + "source": [ + "### Run t-SNE with DoF learning (delta-bar-delta update)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4755de80", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Performing the early exaggeration fase with exaggeration = 12 and learning rate = 83.33 for 250 iterations...\n", + "===> Running optimization with exaggeration=12.00, lr=83.33 for 250 iterations...\n", + "Iteration 50, KL divergence 2.4118, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1205 sec\n", + "Iteration 100, KL divergence 2.3404, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1805 sec\n", + "Iteration 150, KL divergence 2.3444, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0541 sec\n", + "Iteration 200, KL divergence 2.3259, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.3450 sec\n", + "Iteration 250, KL divergence 2.3144, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.2251 sec\n", + " --> Time elapsed: 5.93 seconds\n", + "===> Running optimization with exaggeration=1.00, lr=1000.00 for 1000 iterations...\n", + "Iteration 50, KL divergence 0.2314, DoF 7.3709, DoF gradient -0.0615, 50 iterations in 2.0013 sec\n", + "Iteration 100, KL divergence 0.2245, DoF 5.7129, DoF gradient -0.0070, 50 iterations in 1.9712 sec\n", + "Iteration 150, KL divergence 0.2210, DoF 5.4843, DoF gradient -0.0005, 50 iterations in 1.8489 sec\n", + "Iteration 200, KL divergence 0.2183, DoF 5.4555, DoF gradient -0.0021, 50 iterations in 1.8679 sec\n", + "Iteration 250, KL divergence 0.2165, DoF 5.3918, DoF gradient -0.0010, 50 iterations in 2.0603 sec\n", + "Iteration 300, KL divergence 0.2143, DoF 5.3837, DoF gradient 0.0019, 50 iterations in 1.9887 sec\n", + "Iteration 350, KL divergence 0.2132, DoF 5.3668, DoF gradient -0.0002, 50 iterations in 2.0939 sec\n", + "Iteration 400, KL divergence 0.2120, DoF 5.3316, DoF gradient -0.0015, 50 iterations in 1.9916 sec\n", + "Iteration 450, KL divergence 0.2105, DoF 5.3203, DoF gradient -0.0010, 50 iterations in 2.0568 sec\n", + "Iteration 500, KL divergence 0.2100, DoF 5.2827, DoF gradient -0.0010, 50 iterations in 1.9565 sec\n", + "Iteration 550, KL divergence 0.2088, DoF 5.2882, DoF gradient 0.0009, 50 iterations in 2.2439 sec\n", + "Iteration 600, KL divergence 0.2087, DoF 5.2663, DoF gradient -0.0012, 50 iterations in 2.1721 sec\n", + "Iteration 650, KL divergence 0.2082, DoF 5.2340, DoF gradient -0.0000, 50 iterations in 2.1132 sec\n", + "Iteration 700, KL divergence 0.2077, DoF 5.1863, DoF gradient -0.0003, 50 iterations in 2.2657 sec\n", + "Iteration 750, KL divergence 0.2075, DoF 5.1956, DoF gradient -0.0003, 50 iterations in 2.1272 sec\n", + "Iteration 800, KL divergence 0.2068, DoF 5.2000, DoF gradient -0.0008, 50 iterations in 2.2094 sec\n", + "Iteration 850, KL divergence 0.2068, DoF 5.1876, DoF gradient 0.0005, 50 iterations in 2.0959 sec\n", + "Iteration 900, KL divergence 0.2064, DoF 5.1970, DoF gradient 0.0003, 50 iterations in 2.2454 sec\n", + "Iteration 950, KL divergence 0.2063, DoF 5.1748, DoF gradient -0.0007, 50 iterations in 2.1999 sec\n", + "Iteration 1000, KL divergence 0.2059, DoF 5.1555, DoF gradient -0.0001, 50 iterations in 2.3926 sec\n", + " --> Time elapsed: 41.91 seconds\n", + "Optimization took 41.95 seconds\n" + ] + } + ], + "source": [ + "tsne_result = run_tsne(\n", + " swiss_roll_1k.datapoints,\n", + " perplexity=perplexity,\n", + " random_state=random_state,\n", + " n_components=n_components,\n", + " n_iter=1000,\n", + " initial_dof=initial_alpha,\n", + " dof=\"auto\",\n", + " dof_optimizer=\"delta_bar_delta\",\n", + " negative_gradient_method=\"bh\",\n", + " dof_lr=dof_lr,\n", + " dataset_name=\"Swiss Roll\",\n", + " \n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8f23edc3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_tsne_result(tsne_result, swiss_roll_1k.labels, \"Delta-bar-delta\", black_template = True)" + ] + }, + { + "cell_type": "markdown", + "id": "ef172d50", + "metadata": {}, + "source": [ + "### Run t-SNE withouy DoF learning (fixed to 1 by default)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "b9b72cde", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Performing the early exaggeration fase with exaggeration = 12 and learning rate = 83.33 for 250 iterations...\n", + "===> Running optimization with exaggeration=12.00, lr=83.33 for 250 iterations...\n", + "Iteration 50, KL divergence 2.4026, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.2161 sec\n", + "Iteration 100, KL divergence 2.4173, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0749 sec\n", + "Iteration 150, KL divergence 2.3394, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0216 sec\n", + "Iteration 200, KL divergence 2.3116, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1145 sec\n", + "Iteration 250, KL divergence 2.2987, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1340 sec\n", + " --> Time elapsed: 5.56 seconds\n", + "===> Running optimization with exaggeration=1.00, lr=1000.00 for 1000 iterations...\n", + "Iteration 50, KL divergence 0.6463, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1324 sec\n", + "Iteration 100, KL divergence 0.6086, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1090 sec\n", + "Iteration 150, KL divergence 0.5988, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1038 sec\n", + "Iteration 200, KL divergence 0.5949, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0839 sec\n", + "Iteration 250, KL divergence 0.5925, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.5174 sec\n", + "Iteration 300, KL divergence 0.5912, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.2998 sec\n", + "Iteration 350, KL divergence 0.5901, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0932 sec\n", + "Iteration 400, KL divergence 0.5892, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0704 sec\n", + "Iteration 450, KL divergence 0.5887, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0878 sec\n", + "Iteration 500, KL divergence 0.5882, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0855 sec\n", + "Iteration 550, KL divergence 0.5881, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1057 sec\n", + "Iteration 600, KL divergence 0.5879, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1321 sec\n", + "Iteration 650, KL divergence 0.5876, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1852 sec\n", + "Iteration 700, KL divergence 0.5871, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1433 sec\n", + "Iteration 750, KL divergence 0.5870, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.1216 sec\n", + "Iteration 800, KL divergence 0.5868, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0783 sec\n", + "Iteration 850, KL divergence 0.5867, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0633 sec\n", + "Iteration 900, KL divergence 0.5863, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0835 sec\n", + "Iteration 950, KL divergence 0.5861, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0771 sec\n", + "Iteration 1000, KL divergence 0.5861, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 1.0698 sec\n", + " --> Time elapsed: 22.65 seconds\n", + "Optimization took 22.67 seconds\n" + ] + } + ], + "source": [ + "tsne_result = run_tsne(\n", + " swiss_roll_1k.datapoints,\n", + " perplexity=perplexity,\n", + " random_state=random_state,\n", + " n_components=n_components,\n", + " n_iter=1000,\n", + " initial_dof=initial_alpha,\n", + " dof=1,\n", + " negative_gradient_method=\"bh\",\n", + " dataset_name=\"Swiss Roll\",\n", + " ) " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "24a43a26", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/a1/openTSNE fresh install/openTSNE/examples/plot_utils.py:139: UserWarning: Attempting to set identical low and high ylims makes transformation singular; automatically expanding.\n", + " ax_grad.set_ylim(-y_max, y_max)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_tsne_result(tsne_result, swiss_roll_1k.labels, \"No Optimization\", black_template = True)" + ] + }, + { + "cell_type": "markdown", + "id": "444180cb", + "metadata": {}, + "source": [ + "## Load a SwissRoll with 5000 datapoints" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "1e93022e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "swiss_roll_5k = SwissRoll.generate(n_samples=5000, noise=0.0)\n", + "swiss_roll_5k.plot(width=6, height=6)" + ] + }, + { + "cell_type": "markdown", + "id": "8f962589", + "metadata": {}, + "source": [ + "### Run t-SNE with DoF learning (simple gradient update)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "30696e7f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Performing the early exaggeration fase with exaggeration = 12 and learning rate = 416.67 for 250 iterations...\n", + "===> Running optimization with exaggeration=12.00, lr=416.67 for 250 iterations...\n", + "Iteration 50, KL divergence 3.2274, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.4926 sec\n", + "Iteration 100, KL divergence 3.1241, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.5076 sec\n", + "Iteration 150, KL divergence 3.0236, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.7539 sec\n", + "Iteration 200, KL divergence 2.9437, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.5710 sec\n", + "Iteration 250, KL divergence 2.8947, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.5815 sec\n", + " --> Time elapsed: 37.91 seconds\n", + "===> Running optimization with exaggeration=1.00, lr=5000.00 for 1000 iterations...\n", + "Iteration 50, KL divergence 0.3411, DoF 3.8870, DoF gradient -0.0106, 50 iterations in 11.8465 sec\n", + "Iteration 100, KL divergence 0.3204, DoF 4.1880, DoF gradient -0.0035, 50 iterations in 12.2460 sec\n", + "Iteration 150, KL divergence 0.3162, DoF 4.3090, DoF gradient -0.0017, 50 iterations in 11.5549 sec\n", + "Iteration 200, KL divergence 0.3150, DoF 4.3743, DoF gradient -0.0010, 50 iterations in 11.7121 sec\n", + "Iteration 250, KL divergence 0.3137, DoF 4.4154, DoF gradient -0.0007, 50 iterations in 11.5663 sec\n", + "Iteration 300, KL divergence 0.3126, DoF 4.4448, DoF gradient -0.0005, 50 iterations in 11.4795 sec\n", + "Iteration 350, KL divergence 0.3117, DoF 4.4674, DoF gradient -0.0004, 50 iterations in 11.5008 sec\n", + "Iteration 400, KL divergence 0.3116, DoF 4.4869, DoF gradient -0.0004, 50 iterations in 11.3539 sec\n", + "Iteration 450, KL divergence 0.3110, DoF 4.5033, DoF gradient -0.0003, 50 iterations in 11.3313 sec\n", + "Iteration 500, KL divergence 0.3103, DoF 4.5189, DoF gradient -0.0003, 50 iterations in 11.6624 sec\n", + "Iteration 550, KL divergence 0.3100, DoF 4.5330, DoF gradient -0.0002, 50 iterations in 12.7696 sec\n", + "Iteration 600, KL divergence 0.3096, DoF 4.5443, DoF gradient -0.0002, 50 iterations in 11.5764 sec\n", + "Iteration 650, KL divergence 0.3095, DoF 4.5529, DoF gradient -0.0001, 50 iterations in 11.6798 sec\n", + "Iteration 700, KL divergence 0.3085, DoF 4.5608, DoF gradient -0.0002, 50 iterations in 11.5103 sec\n", + "Iteration 750, KL divergence 0.3081, DoF 4.5688, DoF gradient -0.0001, 50 iterations in 11.6880 sec\n", + "Iteration 800, KL divergence 0.3078, DoF 4.5751, DoF gradient -0.0001, 50 iterations in 11.7991 sec\n", + "Iteration 850, KL divergence 0.3074, DoF 4.5819, DoF gradient -0.0002, 50 iterations in 11.8347 sec\n", + "Iteration 900, KL divergence 0.3069, DoF 4.5879, DoF gradient -0.0001, 50 iterations in 11.8955 sec\n", + "Iteration 950, KL divergence 0.3069, DoF 4.5922, DoF gradient -0.0001, 50 iterations in 11.9610 sec\n", + "Iteration 1000, KL divergence 0.3065, DoF 4.5967, DoF gradient -0.0001, 50 iterations in 11.8033 sec\n", + " --> Time elapsed: 234.77 seconds\n", + "Optimization took 235.01 seconds\n" + ] + } + ], + "source": [ + "tsne_result = run_tsne(\n", + " swiss_roll_5k.datapoints,\n", + " perplexity=perplexity,\n", + " random_state=random_state,\n", + " n_components=n_components,\n", + " n_iter=1000,\n", + " initial_dof=initial_alpha,\n", + " dof=\"auto\",\n", + " dof_optimizer=\"simple_gradient\",\n", + " negative_gradient_method=\"bh\",\n", + " dof_lr=dof_lr,\n", + " dataset_name=\"Swiss Roll\",\n", + " \n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "064f9247", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_tsne_result(tsne_result, swiss_roll_5k.labels, \"Swiss Roll TSNE Result\", black_template = True)" + ] + }, + { + "cell_type": "markdown", + "id": "049413af", + "metadata": {}, + "source": [ + "### Run t-SNE with DoF learning (delta-bar-delta update)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "cc81925f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Performing the early exaggeration fase with exaggeration = 12 and learning rate = 416.67 for 250 iterations...\n", + "===> Running optimization with exaggeration=12.00, lr=416.67 for 250 iterations...\n", + "Iteration 50, KL divergence 3.1998, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.4596 sec\n", + "Iteration 100, KL divergence 3.1311, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.4010 sec\n", + "Iteration 150, KL divergence 3.0330, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.5349 sec\n", + "Iteration 200, KL divergence 2.9596, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.3081 sec\n", + "Iteration 250, KL divergence 2.9175, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.2838 sec\n", + " --> Time elapsed: 36.99 seconds\n", + "===> Running optimization with exaggeration=1.00, lr=5000.00 for 1000 iterations...\n", + "Iteration 50, KL divergence 0.3307, DoF 12.6947, DoF gradient 0.0138, 50 iterations in 11.3937 sec\n", + "Iteration 100, KL divergence 0.3201, DoF 12.5292, DoF gradient -0.0160, 50 iterations in 11.1765 sec\n", + "Iteration 150, KL divergence 0.3167, DoF 10.9790, DoF gradient -0.0440, 50 iterations in 11.2743 sec\n", + "Iteration 200, KL divergence 0.3127, DoF 8.6163, DoF gradient -0.0328, 50 iterations in 11.3568 sec\n", + "Iteration 250, KL divergence 0.3099, DoF 7.4947, DoF gradient -0.0142, 50 iterations in 11.5685 sec\n", + "Iteration 300, KL divergence 0.3077, DoF 6.8699, DoF gradient -0.0144, 50 iterations in 11.4733 sec\n", + "Iteration 350, KL divergence 0.3060, DoF 6.4471, DoF gradient -0.0072, 50 iterations in 11.6559 sec\n", + "Iteration 400, KL divergence 0.3047, DoF 6.1440, DoF gradient -0.0057, 50 iterations in 11.3644 sec\n", + "Iteration 450, KL divergence 0.3037, DoF 5.9055, DoF gradient -0.0056, 50 iterations in 11.4695 sec\n", + "Iteration 500, KL divergence 0.3028, DoF 5.7280, DoF gradient -0.0027, 50 iterations in 11.5995 sec\n", + "Iteration 550, KL divergence 0.3023, DoF 5.6407, DoF gradient -0.0016, 50 iterations in 11.4666 sec\n", + "Iteration 600, KL divergence 0.3016, DoF 5.5651, DoF gradient -0.0000, 50 iterations in 11.6327 sec\n", + "Iteration 650, KL divergence 0.3015, DoF 5.5129, DoF gradient -0.0007, 50 iterations in 11.4866 sec\n", + "Iteration 700, KL divergence 0.3011, DoF 5.4716, DoF gradient -0.0005, 50 iterations in 11.5381 sec\n", + "Iteration 750, KL divergence 0.3009, DoF 5.4434, DoF gradient -0.0010, 50 iterations in 11.5786 sec\n", + "Iteration 800, KL divergence 0.3004, DoF 5.3860, DoF gradient -0.0005, 50 iterations in 11.6446 sec\n", + "Iteration 850, KL divergence 0.3000, DoF 5.3220, DoF gradient -0.0009, 50 iterations in 11.7256 sec\n", + "Iteration 900, KL divergence 0.2995, DoF 5.2850, DoF gradient -0.0000, 50 iterations in 11.7948 sec\n", + "Iteration 950, KL divergence 0.2994, DoF 5.2656, DoF gradient -0.0004, 50 iterations in 11.7427 sec\n", + "Iteration 1000, KL divergence 0.2993, DoF 5.2422, DoF gradient -0.0003, 50 iterations in 11.8022 sec\n", + " --> Time elapsed: 230.75 seconds\n", + "Optimization took 230.98 seconds\n" + ] + } + ], + "source": [ + "tsne_result = run_tsne(\n", + " swiss_roll_5k.datapoints,\n", + " perplexity=perplexity,\n", + " random_state=random_state,\n", + " n_components=n_components,\n", + " n_iter=1000,\n", + " initial_dof=initial_alpha,\n", + " dof=\"auto\",\n", + " dof_optimizer=\"delta_bar_delta\",\n", + " negative_gradient_method=\"bh\",\n", + " dof_lr=dof_lr,\n", + " dataset_name=\"Swiss Roll\",\n", + " \n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "7cdabc12", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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D8k4go1uHE6aL8E5yafxIe2Hqm29UwrWB5mDPHfjQOY9pQwVJDXMtxf3ZSfumMuW1PQd8bmre4cJ17erUqdMhzzEltLi40SiKKkau6DBGF0emkvIx++Xs2bNL5LNEDtfnyR9Me+J76x0gEzdiV5w+w32Tr7766pDn/O3fpX379oesc/uY73mWdju6kSne4GHaHaMevtEqd7BOmCZa0rjX7NvfXYtyf+9HUShouxemzxSWovaZglDY78jC9jG3D5T274GiHI2osFKOWVjrQZvt4s6f44Xzs/Bupy+XX365uWPqb34rLxQXnB+lqHMXFRWm5tBal/OP+BN1bCOmkBUX2u56LbXZVrTtpTU9j+8yfPhwM2BgHZvvAICPvTVmtExnqg1rQrwDFtY0sLbBF6b88Hi8Tm90gnbGJVVfVVAYLWAaFGvvvO1br149v+deWBiNomC+9957jZU8a0IorNhOFFsUdiURlXAnvnZraMoCzovEug9vtII1RP7SagvbZ7hvwhRKL+y7eQ0+WdPmfQ0j30wFZrohLbh94Xq+X6XRjnPmzDHXzfQ3fgZ5HEYwfaEFPp9j7ZW/6B3bzLdWqKBw6gHy4IMP5syFxFpUV8yeccYZKAkK2u6F6TOFpah9pqAU5juysJ9V2urzN4ERTn8ilW3WrFmzYl+DohyNaCqgcszCASYHs/zLOZs4wOR8Ie4cJEWBA9hHH33U5NazgJrRGd6d7dOnj6kt4WSU+cE0QJ5PIDj4CzQZKI/rb8BWEFjczru6nNCSP/68a8mUDv6wMm2FNQLFNTqgkGBqDO+YM/WPE45SbHFOKe98Ma+//roZ+HOCXaZP8ro4KOIPOtuSgwPXgMCtgWM0ZtKkSfjmm29MqgzvgnNw4zsA4HE4cOJcVrxGTsTJiUIprDjw9C3K5nwz3lQet9bO+x4Up9157jxvLpx3h/2Q507RU9wBGOtKaKLBPujOVcSJnfk+8H1lhNQLhbVvihKv13utrC30NRhgZIxtzvpA1oFQwHFwzpsE/iafLQ3eeustMycZo68cwHPQyblzaAziLwpVmD5DMc5rfvjhh435B/sJI4qcAJZzGTG10h/cjvvnvEWE9So8rzvuuMPvfD5M02Q/4n455xnblTcBOLm0O7cY4Y0Xtx+6f33fN/ZvXyikePOHfZr79pd6x/ZjHRbnWOJxOccURTlvQvEYjMRwjihvKl9B4ffatGnTTIoZr4efP37GOXE6+z5NJHjd/N97o6WwFLTdC9tnCkNR+0xBKex3ZGE+q6wz481AfjfyPWI6IPsCBTWFIm9G0OAlP/MORTlWKXNrQl20DcqiD3B+kVdeecVYidO2lhTXfv2cc85xPvzwQzNHTkJCgpOWluasW7fOWP3S4jkvu3V34Zwkru13Ye3WizuXFW2wn3vuOWfZsmVmLhLOxcS5a4YNG5br/GlT7W0r38fu/Di+5871nC+K++fcNStWrHBuv/12v+fCdrjlllucWbNmGet2zs3C13Eul969ex+yPW2UOQ8M517hvFpPP/10jj20P2thHpfH53lwv5dccknOeXstn71z4xSk3fOyMw5k8X3qqaeac2eb05L+oYceMvbzvvN+FWX54IMPzH769++fs45WyYTvhT+75Lxge/g7zkknneRMmzbNvFcuvm0QaIoD97iB9l3QhXOwcdoC9gF+rl966SUzB1Cgdi9Mn+EcV19//bWZVoDXyLmYevXq5ffcvRbonJeJ18x+tnDhwpy56vKasoHH2bVrl7HMdj83/iz/88Lfvjlflcutt96a53mcccYZzk8//WTOg+fOa/j222+dK664Ite8SYVdOHcdLd05pxT3S7v3zp07G4txXifnbyuM3bx3KUq7F7bP5PU59l0K02d832ffx7wW32MW9juyMJ9VLi1btnQ+/vhj853E3zJ+RngObNsqVaqU2udYF20DHNltUOYnoIu2gfYB7QPaB3z6AAf55MQTT9S2OcI+HwWZW0oXbXftA/o50D6Ao64NtMZKURSlDGF6ja+LGR3ZrrjiCpPa4xaSK4qiKIpSvtEaK0VRlDKEhfX//POPmVST5iWRkZGmBoWTc3JSadbYKIqiKIpS/lFhpSiKUobQfYtF9ieddJJxXGMh+cKFC425guuipiiKoihK+SdIcgIVRVEURVEURVGUIqI1VoqiKIqiKIqiKMVEhZWiKIqiKIqiKEoxUWGlKEq5gRPUcgqeQBMgH0vceeedpi28Cyd2DQTrsbzbciLg8gInH7VTK5UMnKw6v/ZQjm7Kc39XFOXYRYWVoij5f1EEB+P222831t9JSUnYv38/lixZguHDhxsxdCzCQb2v8ElMTDQOfw888ADCw8OLtf9Zs2bhiSeeMMuCBQvy3f6LL77I2T4hIQFHcptSOJUlvu+rd2nSpMkh24eEhJj3fOXKlUhJSTGD/GeeeQYRERF+9097/ffeew9btmxBcnKyeX+HDBkS8Hzatm2LCRMmYO/eveaz99tvv+GEE07AsczR0N8VRTn6UFdARVHyJCgoCN9//72xAOfAkYNeDu5atGiBSy65BJUqVcLUqVNLpBX//vtvtGzZErt27Tpi3pU1a9Zg9OjR5v9atWqZdnr++edx9tlno3fv3sjKyirSfmfPnm0W0rBhQ3Ts2DHP7ceOHZvz/1VXXYXyxJVXXmnm6zqSWLduHUaNGnXI+j179hyyjjcYrrnmGtN/v/nmG3Tr1g1Dhw5Fhw4d0K9fv1zbsh3++OMPtGvXDuPGjcPq1asxcOBAc6xq1arh5ZdfzrV969atMWPGDHNz49NPP0VaWhouv/xyEwVk/+JzxyLlub8rinJsU+azFOuibaB9oPz2gUGDBjlk3LhxTlBQUK7nKlSo4PTp06fMz7EslgYNGph2mTRpUq71MTExzuLFi81zl1xySYkca+TIkWZ/PGZBtl+7dq1ZjtQ25fWWZHsUdiFTpkwp0LbdunUz20+ePNkJCQnJWT927FizfsCAAbm2v//++836p556KtfnaPXq1U5ycrJTo0aNXNv/9NNPZvvevXvnrGvfvr2Tnp7u/PPPP2X+npWH5Ujt77poG2gfwFHXBpoKqChKnripfh988MEhdTJMffv999/N/40bNzbPv/3223nu78ILLzTbMYqRc3fHJ90qvxqrrl274rvvvsOmTZtM6hWjC7z7zzv4/rjooovw559/YufOneacly9fjhEjRvhN6youTJV0I1j+0rXOOussE+Fj1I/bMspxxRVXoLzCa+F7wmhKXnByY0bvXPge+r6vgXCf5/voRiC8rwuUGshUuxdffBGbN282/YDvMSNBh5PLLrvM/H3hhRdyRSeHDRtm/vq+t4w2MerkjUyxT7755puIiorC4MGDc9ZXrVoVp59+ukkL5QTSLv/++y9+/PFHdOrUyaQJFgdOSM00xkWLFpk+yYgc01kZdfVNZWzWrJlpbz7P7ZjGyJTgRx991OzHCyNqTInkfg4cOGDOmdFoRuZ4vbymunXr+q2vvO222/Dff/+Z95RzujEyXhIwBfN///uf6aepqamm37zzzjtmfUl8zyiKomgqoKIoecLBE2nUqFGe23Gwwslujz/++Dy3c5/3pjCxTsJNecsvrYcpcRxA87w4yNm+fTvq1atnJtfloNQ7ACW33HKLEXs8v88++8wMqJo2bWrEFmtVOIAraTIzM83f9PT0QwbhFCqsleFfDrB5zvyfg8znnnsO5Q2+TxQHfN84mPdHbGysSQ39/PPPc9Yx3c19X/me8r0NhLtdfHy8mRiZNUcc0LoEqjF7//33zaCY9TYc9DPtjufI/9m2xYHncu2116J69eqmFmrSpEnmry+ueGaf9EJBwNofr7iuUKGCEX6sVaSI8eKm03L7t956y/zPlELWb/nu292eKYTcfvHixUW+TvY99kG+z6z7ophi+uH//d//4dVXXzWfL5fzzz8fd9xxhxFNf/31lxEbFB9PPfUUevTogTPPPDPXvuvXr4/OnTtj4sSJ5hi8jmXLlpnP4fXXX2/6u6/w5GekZs2aJu2R++fnlNuHhYXl3LAoCtwnj8+bKfzcf/311+Y77YYbbjCTc7Ot3e+6onzPKIqiuJR52EwXbQPtA+W3D/Ts2dPJyspyEhMTnaefftqkIfmmBLoL0wXT0tKc8PDwgPubOnWqs337dr/PnXzyySbt6fHHHw/4+pdfftlsc/rpp+cOvwcHO40aNTpk+7lz55oUq4oVK+Zaz/Qr37SrkkgFDA0Ndf7++2/z3LnnnpuzPiIiwtm1a5eTkpLiNGnSJGd9lSpVnG3btpl2q1mzZrlLBeT7TZ544omA25x66qlmm1tuucXv80yrIyWdCsi+FBYWlrN+1KhRZv1ZZ51VrGv2R2pqqvPggw8esi3f0507d5r/O3bs6MyYMcO59NJLzeMFCxaY1/K95+O2bduax1999ZV5fMUVVzh//fWX065dOyc+Pt48N3PmzJx933bbbWbdrbfeah6/9tprzoQJE0zfHThwoHnuueeeK/J1xsbGms82z8H3ubp16x7yOW7ZsqXpr77bvv322+Zc2A+873lmZqYTHR1tHm/ZssUcKy4uzjzmMVetWnXIZ5907949Z32dOnWcAwcOODt27Mj1Xhe2v/O7idx888251l944YVm/dChQ4v1PaOLtoH2Ae0D5jtC9aWiKHnBu7b33HOPMbF45JFHcu7E8y5u3759c23Lu950w3ONFpiqNGfOnJy0PxbgH3fccZg5c2aRG5138AkjT16ys7P9Wi5ze6ZoZWRk5FrPdCTv3fiiwhRIpi9xYToXU+J4F5//08nNm+pUpUoVY27gjZLt3r0bH374oWk3X6OD8oCbIuaNRL777rsmYsI+ESgKeThgRMX7vrrt3apVq2Ltl2l87du3NxEmRjoYRWHqGyMsbuqfN1rHVDdy3XXXmQjSQw89ZB676+Pi4nK29a5nCt6JJ55ooia+2/puz7RAWvCfc845OOOMM/xuX1j4eeTiL7rH9DffiCtTaNlffXEjmb5pmDShcaNAGzduNI/dSB0fs219YR9imqAL0/X4mWEqalEdSGvUqIEBAwaYyCf7rpcvv/zSnMugQYOK9T2jKIpCVFgpipIvr7/+uknr4QCQKToc1J133nn49ddfc6WvuQNrCgvCQWCXLl1MOg9hihEHq8UZgFPQcXDDARHrPThgohtfIDgo4zE5WOOAl/UR7oC1JKCwcm2fWRvClL6rr77apEx5cQf78+fPP2Qf7rriCoLSgIEmuhPyfSQUgEzfYkqUu47vt1tHczihS6UX102S73dxoKMfBSVr4Ci+mYrGgTf7nSua/PHTTz9h3759pm8WtC/zJsUPP/yQ77YUNEw/46C+pAQsz5U1kqeeeqpJ12PaLEVyaKj/KgEKaabw8WYLz5s3LNg/XGHl+7nyihL+z9Q+72PWlPnirw/xvXC/P4oC+ykFJN8/9yaId+F1MT24ON8ziqIoRIWVoigFggM7Gj6w+J7i4bTTTjNmEPfff3/OnWrWjnDA5EYwuM348ePNIJw1EiUR2Zg+fbop6GfkjHNrsRaHtS+s+WCdjy/PPvusGTDyrjznFuJAkgPwTz75pEQEFus1ODDjHW5GOTgIZDv51pu4g31/dt1uFKAkBV9JwrZlxIA1KYywsIaMESs3Ysn3lSYcHIgeTih8vLgGGW4krSRhn92wYQPatGmTyzqegtJ93yisWJv19NNPm8fuejdK40aZ3PWPPfaYma6A9Vu+2/puz2vr06ePEfJbt271u31R4A0SCofmzZubWkSKaH6uaUjhyxtvvGGs5VmnxBolRvZ4Q8G1pfcVZF7DEvYN72P+70aFvPj7fLjrivr54HtCGC13b4J4F36f+Yrxwn7PKIqiEBVWiqIUCQqU1157zdwJZuE6YeoQHcMYweDgs3v37uaOMAfi3IbruQ0FWHGPzXQopkH17NnTpNJxwM/olC8cwDH9h8fmILZ///4mesWUrpI0i+DAkaKKBf4Ulzymd5Jgph4Sfw5kTBH0DqTLG95IJMUy25+CmQNPplmxqL846Z1HCm5EzCusGEFiml5MTIzfCY85GHdT7VzXQ39GHu46r7Oim3JW0O2LAvscUxIpligwmM7IaBQNKbzpcRTWvEFBF0BGd7gdxdeTTz4Z0NSkKPj7fLjr3M9QYXEnEKYTI0V3oKU43zOKoihEhZWiKEXGHeh47/ZyEM47uqwX4kCUaW68I8/oBiMbrHPwrVsoKqyv4R1kDvJ+/vlnE01wRYo/eHefgoDigP8XtWYjL1gTwvoqDnxvvPHGnPV0Q3Prznxxa9JYw5JXOxd0kl1uX5IT8lKIMu2L7x/fR7Y1U8dYT+RaT5dEepprVx4oFa0soVseozrsN946I7ceiANvL5wcmJESr+Dk+0IHP0Z4fWuj3L7o3d6NAvruO9D2JdF3KR4uvvjiXMcgjJTxJgrfd99IYX5OoIWBUV9fXEt59zNU2P4+b948045uinJpf88oinLsosJKUZQ84R1bLr7wDv0111yTMwB04QCbAzDeBf/ll1/MOg7GGCniAKm4A3BGwXzn12FkiNEBRga8lsnklFNOOWQfderUMedP2/PSMlXgeTz44IM558rUOQ7IGdHy1lKxboO23ozkBaq1Wb16dc61FwRuzygKB8MlAaMajFRQVDGdioNLmnTQXv++++4zg9aSGOCzfbgvzndUVlAQMW3VC6MZnI+JYojRCm9KG2sOCfs7+72LW4vFlFMv3J59gnbmLrwxwXQz1iAxxc6FKXm8KcH33Tt3EsUH6xeZplYcq3X2EX/zYFFAEu/ng2mQ/kQUReLNN9+MkoIRIVqfuzD9lJEz9g3Xkr6w/Z39lMYmFIqsf/SFAtj3s1XY7xlFURRS/m4LKopSruAglyl/TDli8TyL+Zn+RaHEOX44EJw2bVrO9q5wYmSGg1HCgfhHH32U63mXIUOG5KQ1uX99xRDTjVw4gGWxPQdZHFBxMMt6Jp4nTTa8BfLk22+/NUX6HPivX7/epANS3HCwzOsqDTgg5p1/DpY56ORxOBjjHE0ff/yxufvN86KYYjvSHY2GCRwA+oODcaZm8foY3WLNCdOb+NgfnI+IcxzRXOSrr74yEUJGCr///vsiXxPft5tuuslEDeii5gpmRuUostx0K8LBp3c+Mvd99U78zHmufAfKfO+4ju8v58TiMdlGK1asMNsfDvgenXvuuabGhql4HFxzniOKmVWrVpn+54URK76n7Mc8X87xRPFBIcT28c7HRRjNZJ0i66sY+WAf5nvFVDwKcd8+cO+995o0WopuijS2B19PcUezlOLAGwzsF4wq8y+PzfOgUQPfT/czS1jXRUMHfnZ4nWwfpoDy3Pm9QKFXErA9KCZdQcrjUXjSDCbQ3GQF6e/8HFJE8pp4Q4jpyIxE8X3l9w0nofa6ERb2e0ZRFMVFvfe1DbQPaB8I2Adq1arl3H///c4ff/zhbNy40cy3lJCQYOah4ZwwnNfF9zWrV682c9hUqlQpZ938+fPNvDCcl8bfHEd54d2e88qMGTPGWblypZOUlGTmEeLcP1dddZXf+bVuuukmM/fPhg0bzBxSmzZtMo85b05x3vdA81i5S7169Uxbbd261YmKispZf/bZZzvTpk0zc/Nwfq05c+Y4V155Zb7H69q1q/Pnn3+aayb5zdszZMgQZ8mSJU5GRkaB5obKb7n88svNfl555ZWcdQMGDDDrRowYkWtb75xEgQg0VxnnT/r666/N+8p5j/yde6B5vQoyD1p+y3nnnef8/PPPpq+zrdlnli1b5gwbNuyQudDcJSQkxHnooYfMvEyc72rdunVme3f+Kt+Fc0ENHz7czF/G/S9cuNC5+uqr85xL7Mcff3T27dtn+s3kyZOdHj16FPt7m9fD+cmmT59u5pbjufCz+8EHH+Saa81dOH8W33/2PW67ePFi54YbbvDb7vxce/uo72P3PfT33t19991mW7Yl28adF6y4/Z3fR5z3i+8nz3/37t3OvHnzzHvVokWLYn3P6KJtoH1A+wD7QJD8oyiKoiiKUiYwTY9RSbr0eSPUiqIoRxJaY6UoiqIoiqIoilJMVFgpiqIoiqIoiqIUExVWiqIoiqIoiqIoxURrrBRFURRFURRFUYqJRqwURVEURVEURVGKiQorRVEURVEURVGUYqLCSlGOQttiTg/jnYy1JOEEqHb6mZJh7969Zn/uwok6lWMLTpbs7QOcmPdYoLQ/q4qiKMrhRYWVohwGGjRokGvg6LtQrJQFFDE8Ps+vrHj++efN3DWvvfZamZ1DeaVHjx546aWXMG3aNCQmJh61g/AvvvjC9AEuCQkJZX06ShlDYX20i+uQkBA88MADWLlyJVJSUsz1PvPMM4iIiCixm1/+lmuvvbZEzl9RFP+EBlivKEoJwsEiB40kLi4O99xzD9atW4dRo0aZdfy/pPj777/RsmVL7Nq1C6XBlVdeiejo6BLb3wsvvGD+UtzdddddJbbfo4HrrrsOV111Ffbt24fNmzejefPmOBoZO3Zszv+83mOF0v6sKuWX4cOH45prrjF94JtvvkG3bt0wdOhQdOjQAf369SuRY7i/OV7++eefEtm3oiiBYU6PLtoG2gcOUx+oU6eOQ6ZMmVLmbT5y5EhzLg0aNCjzc+E5EJ5TWZ9LeVm6du3qtGrVyvx/2WWXmfZ5/PHHy/y8SnNZu3atWcr6PHTRPlBafaBbt27mszx58mQnJCQkZ/3YsWPN+gEDBhRr//xtIdqH9XOsfQCHvQ00FVBRyiFDhgwxaRv8y9SNpUuXmnSRFStWYPDgwX5f45vyEShljOvdbdzoACNm3tf6pgZ6X+MugWBEjikuU6dOxdatW5Gamor169fj/fffR+3atXG4ad++PX799VckJSWZ8/jf//6HqKgohIWFmUji22+/jfLKnDlzsGzZMpQHqlSpgg8++MDUxO3cudPcZW/YsKF5buLEiViyZMlhPZ/KlSub93LNmjWmjzGi984775j1vpx66qn46KOPsHz5cpNSyQjgX3/9hcsuuyzg/t0+zzooRhBmzZplXrt79278/PPPOSlbpflZ9abF8bPz5Zdfmvbfv3+/SZ+Mj48/ZHtGk1999VXz2WOf/+OPP9CuXbsSTa9z05crVqyId999F1u2bDHXzLS2Sy+9tEjt7k1fY7/ikl/dHdPp7rzzTsyfPx/Jycmmbb7//nu0adMG5Rn3+hmtz8rKylk/bNgw8/eKK64os3NTFKV4aCqgopRjKHxatGhhivtnzJhhfpA///xzM1BZtGiR37QPDkjySqfiQMvdduDAgejYsaOpb/LWtvjWuXhfw327A2p/tGrVytRNzZw5ExMmTDBpTk2aNDGvO+uss9C1a1ds374dh4Pu3bvjt99+Q1pamhFQzZo1M2mYHHwz/YwDw3Hjxh2WczmSYXvx/WzcuLEZKHMwyPeT7/Upp5xiBtCsBTtc1KxZE3/++afpV3x/v/76azRq1Ag33HADTjrpJJNWxYG2y/33348uXboYsT9+/Hgjivr27YtPPvnE3ERwB7T+GDBgAG699VbzusmTJ6Nu3bo4++yzERkZafpVaX5WXXi+v//+u7kxQHHbu3dvXHTRRQgODsaFF16Ya1sK3jPPPNO8X66o4o2F0NBQI25KCh6b+2XfoODLzs7G8ccfb9r5s88+K3S7My2a50vclGBv3aXvdxKP/9133+Hcc8/F4sWLzY2bChUqYNCgQab9WZ/I9eWRE044wfxlH/aycOFCc53u88WFfYOfWQrx6dOnH9IPFUUpHTRUqG2gfaCcpQIOGTLEbLN7926nVq1aOeuvuuoqs/6FF14I+NqTTz65wCljRUkFzC/NpFq1ak7z5s0PWT948GDzuieffPKwpQIuWrTI7LN3794564YPH+6kp6c7X331lbNr165cqTiFWZiuwzbOb+H7URLXUpapgG+99ZY59lNPPZWz7tJLLzXrPv/8c/O3U6dOhy0VcNy4ceaYN998c671F154oVk/dOjQQ1Iqw8PDc60LDQ11FixY4CQnJztRUVGHHIPtTFJSUpyePXvmeq5y5crm9Yfjs8q2IM8//3yuc1+5cqWTkZHhxMbG5qzv37+/2fann37KtY8333zTrC+pFEvCY0+YMCGnHdylRo0axWr3gvaBO+64w5zHp59+musz3KhRIycxMdGZNGlSka/vzjvvLNBnu6gp1Pze2blzp/m/Y8eOzowZM8zniY/ZNiQiIqLI5+9+R/vyxRdfOJGRkSXSB3TRNtA+gEBtoJ1D20D7QHkVVq+99lqu9VWrVjXrf/jhh3IrrAIt0dHR5nUcFB8OYdWiRQuzv3///ddvfQP56KOPirx/t+3yo6SEUFkKq61btxox6h00c4C8b98+c05r1qwpsWPlN6jmOWRlZTnz58/3+/yGDRsCPue7vPjii+b827dvH1BYjR49Os99lPZn1RVWlSpV8it2jzvuuJx1Y8aMMev69OmTa9umTZuWuLDKzMx0mjVrVqTX59XuBekDXJYuXWrEHUWu73NsB/aR+Pj4IvfBglDUmyZpaWk5nxn3feRNID6ePn26ecwbVEV9f2677TanV69epm0ovHmef//9t9nviBEjSqQP6KJtoH0AfttAUwEVpRzDmgUvrnsYU17KM0xVuvvuu03aH2tzmIbkEhsbe1jOgW5rhGlBvq5YTOFiWlJx0gCvvvpqsxztMF2SqXesGfKmcGZmZpq2ZCrg4UynZGoZ08CYeuavNikoKAhNmzbNtY59jmlpTH1lapSvq2VefZLpf2X9WWVNG+uH8tt/27Ztzd8FCxbk2nb16tWmBqok2bRpE1atWpXnNsVp97zgNTMNdc+ePbj99tsPeZ4pluwjTBWdN29eoffPtNLDxU8//YTLL7/cpFOWFG+99Vaux0zFPP300029Jr+z6D64Y8eOEjueoigHUWGlKOUYFp/7g4PH8goL9llYT/HCugrXXMCtLfGKrNLEHXCyiN9LRkaGMRjg4Js1IkrR2pHQNOBwCyvXsOG4444zS37QpIS1O9yWNSacu42ihEFXnjuXvPokBURZf1b97ds1kPHu332vKDh88RVmxSW/diluu+cn9gnru/xZirvExMSgPHLgwIEcUUlh5TUhcdezLqokYe0WTVdY08ebEzyuoigljworRVFKFEYRKKo6d+6cy9GuatWqeQ6CShq3UN93cMUBH+9oc5CXnp5e5P3T1IDGH/nBwSXvGB+pBGpHQrOGwoiPksA1MXj55Zdx3333Feh94uD+448/PsQoolq1amaAnxcU4kfae0XBQfdCL5UqVSpR05j82qW47Z4XdBckc+fONVHxkoZOg/4cF32h4QYNRQoLHQ4pbviZ8hXNNPWgy6LXGKWkcKOcJTkPoaIouVFhpSjHMK7Vb0lGkZh+QzcuX5twOoYVZFBYUj/67vE7deqUaz0d3TjI5F1v3uEvqlMa05sK4uhGMXkkCysOYhmtYupVeHh4jhilUD7ttNPM/3Se27BhQ4kcj+9H9erVAz7P1C6mARZ0QM3+SL766qtDnsuvTx5p8HNHsc8+T7dEF04szSkGDifFaXd+L7l29oH6CN0Wme5bnM9wIOhKmJfzqfemSVGEFa37Kax69uyJX375JWc9JwemoKMDZGlNPVHSE9IripIbncdKUY5hWLvhrUcqCTjAZpqddz4hCplnn302z9fxDjujEW4NTXFhzQtT/mgFfuKJJ5p13C/n2HL/P+OMM4q8f9YqMA0rv+XJJ5/E4cadg6mk5i2ihTgHsKybc2G0iEKL0N67pGA9EEUba3L8sW3bNmPjz/ml/NW4cWBKm30XV/DRgt3LNddcUyrRjrLEFTGcUsA3AnO4KU6783upRo0aeUaNhg8fbvokLdl9bwzxMW3diwprrAry2S7qDZNPP/3U/OV3kfe77qGHHjJ/aUef140Ftk+gaC3P3d9cbueff76ps+Lni7WRiqKUDhqxUpTDAKMj7twsnECX8I6oW3zPO4hMmSkqnJzUvcPq/vVNtfE3wOfErg8++CDee+89M1BxC5r5w+/eBWZqijcy4+7faxzgTXdj4fQbb7xhBgDugJxRIhbU55c6x/Pg+XB/nDCUkQnOVcP5XYoChQBrCXidbF8W93OOmOeee87MTcTz5GSiHJyVdE1DScC5eK677jrzvys0GClz3wO2DSdELW2eeeYZMz8Q5ydjdIoRBRbcMyrCASbnj2Id3ejRo4s9Vw77AK+R9W8UCtwv+473Om+++WbzXnJOLQ7UmRLG1DTekWe/Zz0PowKEdX6MKjz88MPmvebAkpEBCm4eg4PNw0lRP6sF4YcffjB1NJwvjtdP4w22E6/3cM0d51KcdufnleKYfzlHGb+LWJfkzo9FXn/9dRMx5aTMjPzwO4M3Z3hTp0+fPkZ8MMpaHuF7w+8j9gWa6/C7jlE8mv7wmvm5DgRFE288BIrs9+rVy3yGOG8VzUVoWsLPBYUm25E3I/i9qihK6aGWidoG2gdKuQ+4VuKB8LVedy2c+dd3X/62DzRviZdA53bDDTc4ixcvdlJTU3O29dqvu5bQeeFrF835hbhPzlVD++uXXnrJzJ/i79y9S1hYmJn3Z/369Tn79tcGhVnOOussZ86cOeb69uzZ47z++utOUFCQc9ppp5m5gHyvtzwtbj8oaLu7y7vvvpuntX1RFs5NNn78eOfAgQNOUlKS88svvxg7Z84bNHXqVGN9Xdz3ynvdS5YsMfsMZMFP+/HnnnvOWbZsmZlrivNIzZs3zxk2bJix2vdu27hxY+frr792tm/fbs6f50s7atdS3Z9tdl7PHc7PaiDr8UDnx2kNXn31VWfbtm3mfZo8ebLTsmVLZ9OmTaatSuL9ye9zXJx258K5r1555RXz3eH2AX9twPmrbrnlFmfWrFlm/5y/itdIS3Hv3HXlceG5P/TQQ86qVavMd9O6detM381v/irXCj7QZ79du3Zmvqr//vvPSUhIMNMkbNy40Rk1apTf+QV10TbQPoASbYMg+UdRFEU5SliyZAlat25tUq4YzVGObWjYwsgFI1iHO0KnKIpyLKE1VoqiKEcRnDeMomrSpEkqqo5B6tate8g6pk6GhITkMkpQFEVRSh6tsVIURTmKOOmkk8zfYcOGlfWpKGXAq6++amzOWfPImkmK7H79+hkXPdbeKIqiKKWHpgIqiqIoylHCpZdeasxEKKhomkPTCrooPvbYYznzGCmKoiilgworRVEURVEURVGUYqI1VoqiKIqiKIqiKMVEhZWiKIqiKIqiKEoxUWGlHHY4TQsnRCwL7rzzTnN878IJcBWltND+rhxp8PuZ/bZOnTplfSrHDIX9beLk695t165de1jPV1EU/6iwUor1wxtoGTlyZLmd8f6JJ54wy4IFC8r6dMoVjz/+eMD3c8yYMcXad+XKlXHbbbfh999/x6ZNm5CWloYNGzbgww8/RMOGDfN9fWRkJFasWGHOZcSIETjcaH/Pu89cdtllOBJhv6RT3pYtW5CcnGy+E4YMGVLs/TZt2hQfffQR5s+fbwwjkpKSsHTpUrzxxhuoVauW39fQDv2BBx7AypUrzZxTHCg/88wziIiIQHmG58k+8Oeffx7yHH8H+FyPHj3MYwoF9zuF1+ZvXxkZGTgWKexv0xdffJGzfUJCAo40Sru/33LLLebzx8/evn37MG3aNAwYMMDvtuyfL730ktkmMTHR9E9+tylKUVC7daVYvPLKK9i/f/8h6/P6YWjZsqUZxJQFs2fPNgvhgL5jx45lch7lmVGjRmHdunW51v3777/F2ud5552HN998E//99x9+/PFH7N2711hCX3PNNeY5WoRzUttAPPnkk+Uisqj9/eghOjoaf/zxB9q1a4dx48Zh9erVGDhwoOn/1apVw8svv1zkfbdp0wYXXHABpk+fjr/++gsHDhww33ucT4oi9MQTTzQ3CrwMHz7cfB7+/vtvfPPNN+jWrRuGDh2KDh06GLv08g4Hp+3bty/wd8V1111nPtfHqpAq7m/T2LFjc/6/6qqrcKRRmv397bffNsJq/fr15gZHaGio+Wx/9913pt/xhp4XrmMbUoBt3rwZzZs3L+bVKcc6ji7aBoXtA1OmTHFInTp1jtj+M3LkSHMNDRo0KPNzKQ/L448/btrj5JNPLvF99+rVyznjjDMOWf/YY4+ZY/78888BX9u5c2cnPT3deeqpp8y2I0aMOOxto/097z5z2WWXlXn/Lexy//33m3Nnv3LXVahQwVm9erWTnJzs1KhRo8j7jo6OdkJDQw9Zf/HFF5tjfvHFF7nWd+vWzayfPHmyExISkrN+7NixZv2AAQPKbX9fu3atk5mZ6ezfv995//33/X7H9ujRwzzmdy1JSEgwfy+55JJD9pWRkVHmfeNI+21iu3Ep6/Mu6FKa/b1FixZOVlaW899//zmxsbE566tWreps3rzZ2bt3b671XLp27eq0atXK/M/vMsLvtrJuJ11wRLaBpgIqZZJKlVeNlZs+wrtGL774ormDxFQBpprw7rIvp556qrkrxQkwGcbnXSfeJS6L9CSmN/CuG9PcGMnjeZx88snmOaY9ZGZmokaNGjjWYIrFL7/8csj6d955x/zt2bOn39fxTiPvLn755ZcmjfBI4Vjp70cyl19+uUlJ9Uam2J6MrEZFRWHw4MFF3jcj8vys+8JorRvR8uK+dy+88AKysrJy1ruTPF9xxRUoLxE+RpguvvjiXM+56cK8Ds6dlR9z5swxEepbb721VM7VTVHldy+jH0yz43u7e/du/Pzzz7nSzfidzfompo3xfWM0/fvvvz/kPfLSokUL87nl93xqaqqJjHzyyScm2uJFP6v+Kc3+zjYPDg42kWdGil2YkssoWXx8PM4+++xD+uOyZcuKfExF8aKpgMphgV9y/FEmzAkvCO+//76pgWAuebNmzcwPJAcm/J8DIpf7778fXbp0wdSpUzF+/Hjzo9m3b1/zQ8f0MffL+nDA9AymAPHHmykx/AH56aef0LlzZ5PyNnPmTDNhZ3mGIuf44483A8OFCxfmiITSwB18Ukj448EHHzTv4RlnnGFSqY4UjpX+fqRSoUIFI1rnzp17SCoz25WccMIJeOutt0r0uP379zd/V61alWs9j0V865T4+WP9jPt8WRETE2O+x3genID4q6++8nuThOlXTKl6/fXX890nt2fKFsUIr7M0YE0NxRs/J5MnT0bdunXNoJo1m/xMcQDO9LBzzz0XixcvNp9B9o1BgwZhxowZJr2R67307t0bP/zwA8LDw81fpnRWqlQJ55xzjhGdV199dc62+ln1T2n2d36HEtZN+kIBTLp27ZorlVJRShIVVkqxuOeee/zWWDF33svHH3+c839BB5r80eMA0s3B52CVheX8YZs4cWLOdo899pj5Qk5PT88V6eCg6ZFHHsGrr74acOBekvDHmKKK0ZmzzjrLrGNhPO+E8Zr5ZX7vvfcWad+8C3zXXXcVaFvfti8svkXlrJc7//zzS8V1iu3lvZPvpVWrVub9+7//+z8jRsuDsNL+fngo7f7uGqa4tYS8Q37TTTeZxV3XuHFjFJcmTZqYyBgH8hRyZ555punL/M7y0qhRoxyTC9bWUHRQ1H322WdmMEjxQQHtFdiHU1Tx+5Y1MIxUsR7NH4xA8WYCxVVBhNXo0aPx3HPPGeFzww03lMKZw9S09enTJ9cAngNvtjOhoQ5FFdv5yiuvzIme8ObEokWLzG8Hb1q4MJL56aefGlHFaBhvlHl/c1yTjvL221RYGMFjZCc/+JvsipXCUJr9nVFJ4s8kxq3TLYhhkqIUhzLPR9TlyGsDNwc/EHm9lvD1+eWXDxw4MNf6QYMGmfX33HNPgc7xxRdfNNu3b9/+sNRYff7552Z/559/fq71EydOzGmXoh7LrU0oCEU9//79+5tzr1WrlhMZGem0bdvW+eSTT8w+lyxZ4rdmpDhLzZo1nW3btpnajIYNG+Z6LigoyJkxY4YzZ84c8z/XsfarrGustL8fnhqr0u7vJ5xwgnntRx99ZB4vXrzYPH7zzTdNzYfb54t7Hawr9DJ//nynUaNGh2yXlpbmrFmzxvz/1ltvmW0XLVpkHk+fPt08rlat2mHv7y1btnT+/PNPJzU1NWDdi7cuyv2O7tu3b541VpMmTcq51sTERKdixYqH7Ksk+uXo0aPz3G7p0qXmeJUrVz7kuTFjxphanfj4+ENq5Ir7HVTSv00lXWPFfRWEotbjlmZ/b968uXn9qlWrnJiYmENqrMgvv/wS8PVaY3V4vmNwFC8asVKKBVMrWBNSGtCG1QvvcBGmaniJjY01KRd0/eFdZtYC+D5/OHAjKkwh8cL8ft6pnjdvXpHu7hG+LigoCKUJ01q8MAWGd9urVq1qUvHYvl9//XWJHIt38OkExX0z0ufrQnjHHXeYdMTu3buXWhpiUdD+fng4HP3dC6MwnLPJ9zNQXFhXyOvgdxLvzD///PPm+4Fpnoxa+IMpd/zcsa6wrGG7MHK8Zs0a/Prrr/luz7mVmILFqNWkSZPy3Z6RCkasCpo+WFiY/hcI/o7w2vbs2YPbb7/9kOcZ1WDWBKOO/O4mTOkmbppvfpSX36aiRJQOFyXd3zluYErnjTfeaH7DJkyYYOro+B4wqlq7dm1kZ2eXyLEUxR8qrJRyi5uu4eIOsL0DrrCwMPMjR+tupm6woJgCjNuecsopZmHqxeGAP9T8wt62bVuu9SyKJoFSaMo7n3/+uRFWFDolIaz4I8f8dlpOc1DFGgcvHOA+++yz5scx0ODzaORI6+9HMm5RuzuwZcqWm57npkD5S3EuKjRFoKBiHQ5rcpjyxBsx7gCP5+OeCwea3jQsd31Jnk9BYeoUz5V1Va+99poZrOYFU+loEMA0t3r16uW7f87tVZj0wcLCOfMC4ZpsMDUwr/R0pkK6uO+L73e8P/SzGpjS7u9MAeXnjHbu119/vTH44W8Xp8vgtAo0KFGU0kJ/gZUjGhYnc5DJGi7fuTw4Fw0HmocLuk7xDifvSnrn6aKDVH4/8uWpxsoXN1Loe7e1qFAMsIj/oYceynEF9J1clYMZDra4+MI5R7hwoHf33XfjWKI89ffSpLT7uxsh9Vdr4a5jlKY0BpSsy2HNIvu5G5Vn/SLrSdnvfQU2xQ2jQGVRX8VoMqNu9evXN3VQrIXML6pHYUVnVNarFQQaWNAMw1vLVFLkNUcWB9uEN29Y/1oQ3Il4A03yfLR8Vku7xqq0+ztvNLF+jYuX008/3fxVB0ClNFFhpRzRME2D+HOpYoQlPyFUkoKBX9ZM9+nUqZOxv3bh3V7izzq7oPBHrqCmHyUtrDjpJ/FN1ysKLFCmUQANMpgW5Q8KUIomf2l4HOgxveO3337LcW87lihP/b00Ke3+zrZgP+JnMi4uLtfdcXd6BK8xQUniTrfAdFhvujAHmnTk9E5LwCJ+tkVZTTVAZ1NG1WjsQBOGDz74wLRZXs6mW7duNSmBvPlRkPPmtkwnLy3r9bz6AKcsYOSQ2Qbu5yMv3Ag6Lb3pwllePqvcvnr16igpeFOjIAYPjDYWRViVVX93f4v9Tf2hKCWFzmOlHNFwHhFCxyovTAHI7y4kUwII63hKAg4QXItwRq4I3QEptgjT6Ypbc1KQpShwYOFG1rzwrjpd+XjnN1AqIwXPzp07zcL0vkBwzhIOnjhv0KOPPhpwu//++89EonwX1/qaP8p87JtC6OLawzMydrRRnvp7aVLa/Z3Q3Y3OY+zf3s8B623o1BYo7bUg/f2kk04yqWC+MFJLK2m+lmlw3nNx57pzvzsIo7okr0H84ejvjDAwisFIC6MUBYlCcaDvuqMWJH2Q7nxVqlTB4YTH5XvOGzm+KbR87BtF4/xWTAOk0PR1AGSKs3fd4fyscnvWq5aEk6VbY1WQz15Rb24Vp7+z3o2fn/vuuy/gNv7mUuN0J6zl4k3Pv//+u0jnrSgFQSNWSqnDO8C+aQ+8G8ZJHIubUsD5Sfi6hx9+2EzoyB8Y3vXiHUUWW7uh/0Bf7k899ZTJ7af4YREzUz2KmuvPgRit1jlA4J083t289tprsWPHDnMsigHWK/F/FtSWJzig4UCP58w7+Txn/rhyIEiLYdqMB0qN4oCCP+rE32CSMBWGRdwclPDuqve9d+Hgxk3POZI5Vvq7F6aJnXbaaX6fe+ONN3LqDMsTnAiYAy3WVrltyQJ3Rhp4cyRQHU1B+jvbme/L9OnTjSjhfG2M/HKgzv9ZA+KdQJg3C5gyxukkWItFscSohju1RKCbCIcTCjeabnCASnMZvq+B4Pcgv0fatm1boH276YOsr/E3sXJpwb7PfsvvaUZP+L1Nu27eUKJNOwfwNLhw4WTAnJuQ6ZB8j/iXUS9GWSgied1utsLh/KxyWg/2Xe6XETKeJ6fJoBAsjxSnv7Mmjp+/vKJ5tNG/8MILzb7ZbmxDGkgxxZDH9IWCmBFW4opTtqcbteP5lNe2VMonZW5NqMuR1wauHW+dOnUKbH1bUNvWQFazrt029+dd37hxY+frr792tm/f7hw4cMCZOnWq06tXr5zj5mUJ27VrV2MnnJSUZLYtrmVtXFyc88477zg7duwwFsW0kO3cubMTFRVlrovH4d+yfv98l9jYWOe9994zttO7du1y0tPTzd+ffvopxzq5INbYgdq6IH0gP2vhgtqtL1u2zGx3xx13aH8v5f5ekPc1kE13eViqVKniDB8+3Nj+p6SkOAsXLnSuvvrqYvd3Tlvw6aefmr64d+9e83natGmT88UXX5jvA3+voc37Qw89ZGyi+d2xbt06Z9iwYU5ERES56e+0rN66dauTnJxspmPIyyL9pptuymmnQHbr3oVtQ0rSbr0gduBs91tuucWZNWuW+f2g/TvblN8zvXv39vsa2tCPGjXK2bhxo7EO37Bhg3m/O3bsWGa/TUOGDDFTBLD9SHn8nSmJ/u5awfuOA7wL3ze29e7du82+ae3+xhtvONWrVw/YdnmR17F00TaATxsEyT+KoihHPExVYrSNd5pZBF0eJ99UlJJC+7uiKEr5QmusFEU5aujVq1dOWqGKKuVoR/u7oihK+UKFlaIoRw00DWCdlmt0oShHM9rfFUVRyheaCqgoiqIoiqIoilJMNGKlKIqiKIqiKIpSTFRYKYqiKIqiKIqiFBMVVoqiKIqiKIqiKMVEhZWiKEqAiX4dx/E7mfGxxp133mnawrvQzj4Q3377ba5tOUmucmxR2D6jKIpyNKDCSlGUI4rg4GDcfvvtmDt3LpKSkrB//34sWbIEw4cPN2LoWIQDVt9BbGJiIv755x888MADCA8PL9b+Z82ahSeeeMIsCxYsyHf7L774Imf7hIQElLTYLcgycuTIIvUZikC+/s8//zzk+Nwnn+vRo8ch6wIt8+fPL/L1+u47IyMDW7ZswZdffokuXbqgPFPYPuPbl73vn6IoypFCaFmfgKIoSkEJCgrC999/j3PPPRcrV640gy8Oklu0aIFLLrkElSpVwtSpU0ukQf/++2+0bNkSu3btOmLeoDVr1mD06NHm/1q1apl2ev7553H22Wejd+/eyMrKKtJ+Z8+ebRbSsGFDdOzYMc/tx44dm/P/VVddhZJi3bp1ZqDuhfvnOb3yyiumL7i4g/mi9hmKp/bt2+Pff/8t0Ll99NFH2LBhwyHrt23bVoQr9b/vyMhIdOjQAYMHD8bAgQMxYMAATJw4EeWRwvYZRVGUowVHF20D7QPaB46EPjBo0CCHjBs3zgkKCsr1XIUKFZw+ffqU+TmWxdKgQQPTLpMmTcq1PiYmxlm8eLF57pJLLimRY40cOdLsj8csyPZr1641S2ld+5QpU8z51KlTp0T6DM81MzPT2b9/v/P+++/7vfYePXrkua6klkD7vvrqq836FStWlHnfK+k+4/Zlvqasz1sXbQPtA9oHUMg20FRARVGOGNy0rQ8++MCkC3lh6tvvv/9u/m/cuLF5/u23385zfxdeeKHZ7sorr8xZ55vKlV+NVdeuXfHdd99h06ZNSElJMVGVcePGmQiRPy666CKTZrZz505zzsuXL8eIESPQpEkTlDRMe3MjWCeccMIhz5911lkmWsMIDrdllO6KK67AsdhnvHC7MWPG4LLLLkPFihVR3mDUje9X8+bNUbly5VzPhYSEmPompiAmJydj7969JmLXpk0bv/uqU6cO3nnnHaxevdpsv3XrVkyZMgU33njjIdsyTdJfvRw/I2yz4qTiup83fn7cSGSg1E5FUZTyiqYCKopyxMCBH2nUqFG+KXFMwTr++OPz3M59fsaMGTnr3FQzpi/ll8bG9CaKJJ4XxdT27dtRr1499OrVy6RrTZ48Odf2t9xyixF7PL/PPvsMqampaNq0qRFbv/32G/777z+UNJmZmeZvenp6rvUUDRRdHHjzb1pamjln/l+3bl0899xzOJb6jC8UG3y/2Adef/11lDfctE7WXXlrySjymfa4ePFivP/++6hQoQIGDRpk+jjTG7neJSoqyvRfvt8//PCDqd2qWrWqqd+66667zOsPF+7nLj4+3hybqZy8FpfC1GkpiqKUJRrq1DbQPqB94IjoAz179nSysrKcxMRE5+mnn3bat29/SHqXuzD1Ky0tzQkPDw+4v6lTpzrbt2/3+9zJJ59sUpIef/zxgK9/+eWXzTann3567lSA4GCnUaNGh2w/d+5cJzk52alYseIhKWk1atQo8VTA0NBQ5++//zbPnXvuuTnrIyIinF27djkpKSlOkyZNctZXqVLF2bZtm2m3mjVrHhWpgIXpM+75ZmRk5Ozbm26XVyrghx9+aPqK78J+VNKpgAMGDDDr2Z+86++44w6z/tNPP3VCQkJy1rMv8vp9+wf7BBk2bNghx27atGmB30teJwl0rZoKWDp9XxdtA+0DKHdtoKmAiqIcMfDu+j333GMMCR555BEsXLjQuM4xWtS3b99c2/IOPd3w3KL5Tp06Yc6cOTlpf7y7f9xxx2HmzJlFPh+mXRFGnrxkZ2f7TZni9ow0eKMMbkoao13FhSmQTMvi8uabb2Lp0qUmVZH/T5gwIWc7pmxVqVIF33zzTa4o2e7du/Hhhx+aduvXrx+OtT7jC6OLTLfLbztyzTXX5LjgeZdTTjml2NfAffM9ffbZZ/H111+bZePGjbj22mtzbXfTTTeZCCUdEL1GJeyLtMBneiojQvn1X8LUQEVRFKVwaCqgoihHFEzL+uSTT3D++ecbgcCB63nnnWcWOuA99NBDudL7KCxYO3TOOeeYFCem3THdrXXr1iZNypsGWFg4OL/jjjtMChX3+ddff5ljsU7FHxQyTz/9tLGi/vzzz41rGsXegQMHUBJQWHld81jzdfXVV2PUqFG5tmvVqpX5688K3F3nbnMs9RlfKEZob86UwEmTJuV5jJ49e5r3vzSgsPLC4/Tv3x979uzJWce+zPeM6yisfGFqK28msJZv3rx5Zt20adNMrd/DDz9snmfqKi3pWfenKIqiFI0yD5vpom2gfUD7QHH6AJ3dduzYYVK+2rVrZ9YxBZCpbh9//LF5/Mcffzg//PCDc+DAAScsLMy55pprTPoSU8WKmgroHvuXX34xx3L566+/nBYtWhyyLVPQbr75ZmfOnDnmXAnT7j755BMnNja2xFIBmYrIdpg9e7ZJazvzzDNzbT906FCzPd3lfPd16qmnmudGjBhxVKQCFqbP+KYCcuH7z8f16tUrc1dA9hGm+/GcmcbK99ndltdfEHr16pXrGEwFHTNmjEkNdWEbDO7Xzzwfxs8C4PQDnA2aClhq/VgXbQPtAzgq2kBTARVFOeKhs9trr71m7si7k7fSrIET5DJiFR0dje7du5t0KqZKcRuu5za8Q1/cY59xxhmIi4szUQum0p144okmOuUL3c3effddc2zOn8SoA6NXNJIoSbMIpiIuWrTIRGiY5sVjeicJZuoh8XWUI0wRJCUVRTuS+ow/OIkw3zem2ZU1fE/eeOMNs9Ag5brrrst5bt++feYv+zPTHgMtjFJ5YSoonSBpWtG1TRs8/+ijqFWtGj4dOxaX162LzgA4FTHjl1GOY/bhS2xs7GG4ekVRlPKPCitFUY4KXLHAlCgXpvlxIljWC3GiX6a5MaWLNTN0BKTTmL/6kqLAuimmaHGw+/PPPxt7a1ek+IMW5+PHj8dpp51m/i+OVXUgNm/ebOqrmObltc9etmxZTt2ZL25NWqB0MLedKVYLArcv6Lbloc/4wrROpgTyfY2IiEB5gOmkFFmPPfZYzjm51v2c1Dqv6wlEHwB9ly5F4jPPYPrTTyMsKgpndOsGms1HypKVlIRqVase8lp+xvKiMH3GrQ0LDdVKBUVRjjxUWCmKcsTAyBAXX2JiYnLqUFjj5BVWjEg88MAD+OWXX8y6iRMnmkhR27Zti1VfRRgF8x1sMzLUoEEDY1/uWn27+DMy4DxCPH/anpcGr776qjmPBx98MOdcOXcVjSoY0fLWUtWqVcsYIjCSR/ttf7imBrz2gsDtGQ1h/deR0GcCmVhUr17dzPtVHmAdFSNp7Dtewcx1FFWMxPkKEz7mDQVGn84EUA8wdYa8LoqmrjSzEAFVpXlz85qEvXvhWptkA9i5fDmiY2JymXl06NABZ57JPQamMH2G/ZIRVwpERVGUIw29JaQoyhEDB1scNHIeKBba00mvRo0aRihxgEi3NG+qkyucGJmhSQFhNOmjjz7K9bzLkCFDTHSHuH99xdCTTz6Z8z8F26mnnmqECgePFHEcZPI8aZhA8wgvjHwwZYtOhOvXrzfpgBQ3TK/idZUGNCdgeiINDW6++WZzHIo+zhX08ccfmygbz4tiiu1Ys2ZNDB061MwD5o9PP/0UTz31lLk+Rrc4yKfLXqC5nt577z0MHDgQv/76K7766isTIWSkkJPWlsc+4w8+z/mfKMYDQZHG6KM/vH2mpPjf//6HW2+91QhmCiq2K98DngPFMdNS//jjDyNUOFdanz59kLZzJ8aJkOZ00al9++LJl14yzomhy5cj5MAB1OraFY1OPRWb5s3Dd1OnIk1EFRNJZ48Zg7aDBpk015++/NLcRDi1Xz/T/7n/QBSmz/Azw/3xc0WDF35G2TdXrFhhrkdRFKW8U+aFXrpoG2gf0D5QkD5Qq1Yt5/777zdGFBs3bjTGDwkJCcYsgqYQ3mJ+d1m9erWTmZnpVKpUKWfd/Pnz/RoeuEYIeeHdnvNXsfB/5cqVTlJSkjEAmDlzpnPVVVf5nSvppptuciZMmOBs2LDBmF1s2rTJPC7OXEd5zWPlLjReYFtt3brViYqKyll/9tlnO9OmTTOGHpxfi6YaV155Zb7H69q1q/Pnn3+aa3bNDvLafsiQIc6SJUuMCQShKcPhMq8obJ/xNa/wvncu/swrCtpnCrPkZ4zx3nvvmefvueeenHWcv+qWW25xZs2aZd5Xzl+1Ytky59cRI5xvevd23gKcNwHnf+y/LVs6o15/3Vm/YIGTvHevk7p/v7N18WJn8uOPO8/FxTkPAc5tgPMY4DwJOBcBzp133uls27DBSU9JcTbMmePce+aZ+c5jVdg+U7duXefrr782nyfX5KUk+4wu2gbaB7QPoJTaIEj+URRFURTlKIFpfRcDYIyNVUtRrHGS5zIBbADwDoDbmPonEakU2dZduF2avJaDhX8BMM54OYAaMnig4XtuM39FUZRjF00FVBRFUZSjjKYAjhOBVFkEEoUTrVpWAVgo24XJNu6AgM9HyEK/zCUATpPX7gJwvIiyavKag9NLK4qiKBqxUhRFUZSjjLoAbpdoE2ukkuhcSct2mpTIup8B0F6ll0Sf1gNoT5dEeUwB9arsj7YTvSVyxe2me/7XtBdFURSLRqwURVEU5ShjE4Avad4hUaW5IoQekQhVmIiv0QBmyWsY2eosQilI0gldasiAgeubAVgBYE4ZXZuiKEp5Re3WFUVRFOUoIUKiVOQfANtELPWUiNUq2Yb/LwJAE3zOVUX2SZQqQ1L/Jsl6OgjW9OyfAovG89Y3U1EURXHRiJWiKIqiHGEwutQawEYRQ44YVVwpkaavAOwVARQqIojT9LaQbbNEbNWUdMCRALbI36ZiSrFJhFcf2YfjuSNL8cbppdeVcTsoiqKUJ1RYKYqiKMoRBGugHpRUvjARV++IAKoo9VNnSSpgkIioIHH/i5KIVKRMEszaq1gAzUVYJYv7n0uYCKksTyqgW5zNv5B9ZXhMMBRFUY5VNBVQURRFUY4gaolIChXhw/qnfuLaR9v0GBE+ywHMBJAgZhMrRFhVlh//nfI4VaJT/lgl+4mWNECIgMqW194L4G4AV8t+FUVRjmU0YqUoiqIoRxAbRQi1FoHjuv2t8jj3VRbB9bW8huvOFVG0R4TVBIl+7RB3P39w/9vFrj1Ltk+SfTSQaBXkWO0ATD1MbaAoilIeUWGlKIqiKEcQjDA9L6YUbaR2aoI4AKZ7Uv8YvYL8z9qrDhJ1ChJTi3ViUhGISKm3ypD9hku64EQRZud5tnWkHotphX9KlExRFOVYQ4WVoiiKopRjGkvkyGsUkSIChovLfDGwaCMRKEaxSHUAHUVQpUsN1dceUdVURFKmrN8oBhhDpA6L0app8ne5iCbua4aIuVQRYTTCqA+gFYDvJIKmKIpyLKHCSlEURVHKgGgRQlskgnSaCJTfPaJoIIALRMhskjqqcQDW+Nlfulikt5blLgAviCNgBYkyZcj8U3tln21k/xXl8ZkARgCIk/S+VKmlqigRK9fwgmJtKYD35diXyboQ2b6vCEEeT1EU5VhBhZWiKIqiHGZoOvG0RHyYuvc3gC4ibpiy96Rs10u2pTCqJuu6ArhChJQvrohKlDqrWlILlSlRr0xPJKmH1F3FeSYDriPnwDmtNsv+UiQaVUe2C5HoVSOZ42qtTDJcy/McPK6BiqIoxwoqrBRFURTlMEJBM0jMHsJk6SNW5+kiWFyWyOMwj1CJl31M8bPvFWIsUVEiXBslCna8RJyWyXEgdu3hElVyBVGkOA4yMjZG0hC5v7M9x3Dt1qPlOO1EgLm27EFyHH/CT1EU5WhGhZWiKIqiHCYqAbhHokSRIkYyRag4InS8dVMfS7pgcxFX8IgaXyi4agN4T9Lx1ksq3yIAr8rzKz0T/S6WfUeLqHLdBRntgggj1lSR3wCcI+e7TyJYQRIFC/FEvdy5rpiK+IfnWIqiKMcCKqwURVEU5TBAsXO6pOplSopduoiV/eLYR7F1EoBvpA7KtTtvKiIlW6JQFDqQOqhTRBR1k2jTHnEN9Dr+bZbFC4XVazLvVRWpkVogYsyXTZ56KpcOYopBIdbMM8+VDiwURTlW0e8/RVEURSklmCp3IoCt4rzXQwRIstQljZB1jCb1l4hRDfn/U5mX6jjZV7KIpQxJ46OBxe3ixOemCe6W2irWa1UVo4lfAoglSJSJz/3jSfGj8GsvkSmmIgZioSwQcddT9sd0wMkarVIU5RhEhZWiKIqilAIh4srXRX5sU0Q4RcpzTAu8HsCpIkZ2i8AKERGWJUuoiKpKEuGqLg6CH4qIypQUwjSZR2qPmF7U8byeETBfThLzCkjKXwMRUxBxlym26XMLcK1T5fhurVV9iXK57oaKoijHAiqsFEVRFKUUqCRzOoVLNChSxEqwCKVWUt8UIs9TWO2QdaGS/jdcnPcqyXMRHhHGff0IoJ/MLTVGXkeb84fkeVfA+aO759y6SnQrVtINU+RY3cRifYG4/wWCka6ZUuPVQkQaI1+zJcLGdEZFUZSjHRVWiqIoilKCRIqLHsXGahEtkGjQRwAulLqmJBEx8bLtfhFKgyU9b7LMcXWPiK0YmR+K2/3kiRTtEaMKbuvyvUS9kj31WL7sl9ooR84lVM4nQY6XKZGnBmJG8arHUTAQNeT6SRN5fZYYWXBiYkVRlKMZFVaKoiiKUkLmFBQhN0qaXYRMojtWIjkUON9KXVIXcetjNOc+SfHjvFb/Se1VuifKkykiiMtoz/Eqy2vrynPDPAYVFFwzRNS4zn2nSN3VTLFT7+AZBLjGE+48VQlynt3kHMPl+vITVtkeJ0DXyj1Com8qrBRFOdpRYaUoiqIoHpoE2TS2OkHA2cHAvw4wIssKhigRK75zNFHkvCViJcJjBNFexNKtAUwfyKU++6LrX16EyP66SereNjn+3XLMHwBMF1HjQqF3gfzot5eaKwofl0ipkQqS/cdKuuEmcQycI4/zY51Yr0eLPXys1Fnld02KoihHAyqsFEVRlGOWjsFA1WBgeqYVFv2CgSdDrdCICrIRmN4OsNEBwhzgwWC73QNZwN+e/XSV2iJ3rilXWDGlr1oBzyW8gJPqthBR5ciPeBWp22oitVGXi+GE127dNcWg2KogEalEEUGOrM+S/QTLcytFoIX6iDR/cP9niEDbI8eAvHZJAQ0wFEVRjnRUWCmKoijHJANDgecjgcgg4N9MYH4m0DkIqBgEZDlWHOxwgNAgG3m5NgiId4BIx07CS6v090SYrJMaqlh5vFfqlihgRuVxDucDOEsMJoIlfe9VETleKIAaicX6PhFgsXKc3ZIO6BpRJPiZmHem2LbXl9f2kuN080xUXEXqtNaLUQUjYSiAqCInyyTG8JhxQM6DKY06UbCiKMcCKqwURVGUo5aTw4DmIcDyTKBXOLAtGxidasXCiaFWRDGyc2oocFyQFRkZWUBiELA024quf7KAidk2LbAxU/0cG6G5XmzKpwBYISYTJ8kP6yxPlCZD1rFWygv3da2IphiJ9Jwq806x/sqlitRPVRfhM1TSDjsBWCXzYLlRsWQRfL7zVlHcTAJwmQgr1nhNA/CliKIBco5M4fu6gGIqL7JEYCX5pD0qiqIczaiwUhRFUY5K+oQBw2OBmCCb1pfmWFHBH773U4GZmUD/UCAuCEh3gHAHiGC0KghYlA1cngGcEQxcx8hWKPBCJnB9EHCOpNkFe1L/IJbkXHy5UhYaS9zvMaUI8jF8iJB6JBpReKEte015jnNTtRThNk+e3yITEfN8RophBk0q2nqiT5DoVobUiR3wzDEVJyIoXQReRCGEFa+howiotdK228RFEOIGqCiKcqygwkpRFEU5qqCIGhVvhVWUA2zLAioHAykOEBsEnBxuhdW3mcD6FKBmEDAwGLgg1AqKtCAgPAi4IRS4LsQKkdYhQJtgYFoW8G6WtT2fLdGqvGC06XYRLLUlyvWMPPefpAn2FaG2SVIBKYa8rJH0vsri5uc7nxSjVg94HleQxzVE8Lwk+1gsguwEzzxYkOtoI+JsqtRXQYTacXLu8zzrvfQQa/lwObcXRSi6om9nAd8zRVGUowG3vlZRFEVRyjVMy7swzkZXvtwPJMmvV6NQoGkYMCsVOOAAr8cBt8QAQQ4QlA3szgY2ZdmUwLAgYFc2cG8i8DldKDxcFAI8GQ5UD7I/jqkiKrKyDv5YUjT8kg1cWsCQTi1JwXPrjhjBuakI115PIlVLfOar8gfnpnpQXP4qiEX7bxJde1YiVEFyXkz7c0VUuE8K4UUyiXC2iMB3/ByLjobHy/9sn088okpRFOVYQyNWiqIoyhHB41WBKytaUXB+BWD8AWB+KjCqOhBPW/R04LztQJ8oIIS/bg6QmQk8nwiMTgFmVbICJyYYaMvnfYTV2CzgRka1KD6CgFAKM0kN5P+Ex+7k5vAVgB1Sh0WxQy32K4CeUtNEw4sPDj0Nv2wshGX5elkaSmSKYgwikLi4p+81yMj2EVXHy3lGyHPN5H/fc10p9VpBcn1uamQFqddixErv3iqKcqygwkpRFEUpt3DAfnUloFk4cFIkEBxkU+LOiQbOjgISsoDMbGBvFtAqDOgZAVQMATIdICQIWJENvJlsB/0/pgMDImzEamIAX/OtDtA0yKbJZQcByY6NjLnzMnE/P1NpFBBGgm6RdL8dMh/UGLEn7yr1Vm7UqKRIl5S8hlLvlCAW7L3l/zVy3Ol5WLw3knN357Xi0llSFb3MlTRC1oFtFaOKBjJnVpis+1fEXXENMRRFUco7KqwURVGUcsugisATNWwaYHC2deTjfFKQQX98CLA5C6gYDCzNABalAzu4HQ0psoFhiQcH9HcnAh+lAjuzgS0BxNH96dasgtGcyZm29qlHMLDcsTVaTCX8qwDCiuYRL4tA+QrAh1JrdanUMrlzRtGFsDBUF+c/f/VOXlIlUgaJNp0n4iheRA4jTQ9JndVIz7YuS0RIUXhliPji60mUpCXulfUUUtmy75oyz1aMXF9LsXhnO3yn0StFUY5yVFgpiqIo5QYKlxOigYhgYFcmUDPURj5YL1UxFEjNABym6Mn22Zy0dw+QnA1MT7X1VFfvBi6IBtZlAmOpQtxtGT3JBGoEW5HgO1cU2ewAT/qEVuZ7NyxgXls/AO1FlFwif/uL2IBEkmg6MT6f/cTJ6yAih5PwpohooxlFQX7keR5BnjTAUDGccGut+vgRVtz3K2JOQXG0QaJtPP8hEg2jqPpT9pfmsWvfIYItxlOXRnH3f9Lm4/wYdCiKohwNqLBSFEVRyg2v1QEGV7TpfEzzG78PWJwKdIgEUrOBPVm25onRKw7a394HfJ6YW+/8mwH8y1l0faAwGREL9AgDVmQBl+8H9voIpWpBVgjs9qwPkgjUrkLUC+0VEREldUZuuh33nSwGFhQg+XGTzDNFQkSgVZdo0z0e63Z/8LzvANBBzsWRc/kCwCMifNx6qHgRgxwUTBThx20riwCjw2CYLLVESEVK3dVGSQVMl+fni/hr6Zk0ONIz4LhARJuiKMrRhnvzTFEURVHKFKbv9algrc5Dg2ya3xWVgUohwE2bgb+TgFQHeCUBiFsDVFwDPLy7YGKHZhV3xQC9qa5oIx4KnC7/uyLkhghgcTywuCIwWFwYKBxGhANTooDPI6yxhT848e6bAAbLY0ai3pbozEMyEe8ksUp/u4CiKlTS7LxmE7EisDgh8IWyvrak+rFmy0slqX/K9Bhn3AnA1ZwUQm5w7nwxq+gu9ViQYzOtj+1bV/aVKDVaoSIQl8m2KXKcHrI9138rkxWPkueDPCKrqc8cYIqiKEcDGrFSFEVRyhyKBU7gOycZGBB3MC2QaX9NIoDescDpG4DoYOBAIcwjyEnhwIfxQEVOFMxBfhaQmA1skBS/6yOAOyKBZiHyoxgEPBUNfLUP6BYMnBxiIzTHBwOnhgA/eFID4yXV7m6JTnWT+qWFIii80K78ZplHaqmkAnoJlciPG+EaBqCdCBBGy96ikYdEkPh8lqTeDZUoEuuqXgPwt+xvn1izN5bn/vXMXbUIQC+5u7pSxJlrKc99QowuUkXMpYnDIJ//VFIB98m5dvJE8vb4XJP7+BcajsjxMiW9cZMYdxTy7VQURSm3qLBSFEVRygyKpuGNgRphwKtbgZAQIDUIiGSqH539mKoWDFxYEVieBrzF0X0hOSHciqp92UBmMPBFKjA5HZiZCcQHAfdG2bS4UI+4yPS4BDLawtdzjqwtnvDYjUHAjcG2/qtq9sH6JVeYtBUR9a9MwnuzpNsFiRBirZILa5DeE2OLBIkkMf2QOCJIKJhSpFYpROzaa8viSCSonkdYZcnkwMeJAHJt18lkiU5FiTD8Qo4XKlE2VxR9KJGqDR4hyLZZ7dnXj7Itz3FmgPfAdQesJkuGtAFFm5+sTUVRlCMSFVaKoihKmXFVNaBtNBDiAC/VA9IzrQCKDQEysoFQCWdkOMBtVYAP91h3vsIwPQ24JhqIDQb+TgceSDwonNIda6leKRhIdKw4oIC6L8k+v8oBbk8DeoUAc7PtQgFzdjAwNMS6FLoixg1krZDUuTekRumAiKpoP1Ehl+tkWz5XxTNflLt9qoiRc6UmyjXF+EcEVZjUdc0RkZYgYmq/TErsSzPZT7D8z6zIZySl8DwRaBMldZGLl8Yi1hhFmyYpgb/n0f48xiARbo5E2yIkmpafu6GiKMqRhAorRVEUpUw4OQ5oG2NFASfkpYbKCgVCsoBt2cBHO4BOEcC5cUD1UGBXqk0X9EdUEHBJrP1Ro5mFN11wZgbQfzfQIBSYmX5QVNUKBkbGApVDgLVZwLg04PM0K0r2e44zNdsuLs+GAgNCbLQlS0w0MkOtQFvn2DRDmjbEirCJldS5DyRKE+3HvIGiKFtESJYIK4qPUBEgL4pYay8iKMxTB5Uk2/0nKXbd5fWvScqhn7mQsVn2EyLHbS775FxXENfAlVJP5W3yaKnBYgpkpkTQZst5t5V9MDLlNVYMkddlyf+r5bzWBXBmVBRFOVJRYaUoiqIcNhpHAlfUsOl951UCYkMBJxtIywZ2Z9qB+Vd77UC9SijQMBxIkXmpaoQCA+OAcVQrPjxWGbgyzkZ4OkYAtzBc42Flll28DIoAOoTaCEqVEGBsOrAhn2hYx2DgTJmAmBMI84CMukzIBrY5wDfZdn8LpM6qjUSwZki63BNSh+UbqflQjCJqSSpejLjnpUhEKsUTqXIdBsdJtOgqET8zxITCkTqs06QmK0Zqmf4U8bNTnPx2i+jLlMW9dDel8SbZ/8cisCDnEinnYdI0ZT0t208VgdVL7NpnSbSO2/4l5hhJch4FMe9QFEU50lBhpSiKopQ6F9UAbqoDNAs/6PoX6gDb0oCoYGBRElAnDJiaBPybbCcFDud8UxIR4vZM5Xu+JjA3BdjgM9dU6/CD0Rf+XxA4kTB3Extk7dW9USovrEN6NAI4MRRo4FgxESqRqX8cYEyWFVTel6eKHfpzrCOT9LrxYkBRQ+qKbhP3PNZVPS6iJ0NECtMIz/RY9wZLpMe0hQgURoZcIkRIbZHjpYkrYC0RTYNEdNGqfb9Es0bLMXZIKh9F1G9ik15NUhKri8B6UNo2RIRdVTnWXE/kjOcYLpMBV5HaL4oyiMiaJxEqNatQFOVoRYWVoiiKUqpUDQOebGQn+K3KWqZMO8DmPFV0/pt1ALhylY1icVLgu6oBIUE2isXaqiXJQK8YIDHLDuwZvfLl4wNAy3AbbfnQT0TLHwszrTlF62CgQhBwaxTwtGdCYZeLw4DLwoEKjhVZjFYFBQEhwUDtYGB6pn/L974e+/EbJGJVWYRFPXHzo2i5RqJYUfKjHCcT9n4l5hd/SS0VHQKzxE0vzlMbRaHHS64D4GkRPXukFqqx7DNSjg35e6WsmyvixxU7rnHFUyKOIAKtkRzrbHnszovlGk8skGuKEOHleI4XLKmQaZKCqCiKcrSiwkpRFEUpVbKYNicpZkmOrZPakArcsRrYmwmsSbXbnFbRiqbvEoDTYoFG4cCI3Xb5X02gYxTwSQKwys2F8zAuEZiRYgXZZreIKg9uiwZeiBORRuc/Bzg3wr+wcqNGdP+jYJAMQCMqmEpXPQjY7kdZuUE116himaTUHS9CpoW4BFaUbd1A27eSpveBLC5rRJjUk+eXyGsS5DzWS9rhAplU+HT5kd8u58q6KApTSNQsVdLzZnnmo3L5WVIMQ0S0tRCh6M7j5aYohojImivOgU3k2Fw/Vf7e4ZlUeJy4C7aSx0wZ1AiWoihHCyqsFEVRlFIlIRMYvRXoVxWYtQ94eQOwO8M68rncVwu4oyYQHAR8tRs4Z42NZjFiRW5k3hkH80E2ldD72uohwK2VrKh6my4Q+VA5CPg/mYiYMPrEY03zI9jIlxlAhxCgdwhQVcSVI4LijyxgaQBlMFGiUR1l2xMlpe5ziTJFSArdZyJIWAv1nUcwuacTJ4KGouoBESXrRDBB9llfREqK/LBfLpGraNnvZhE+seIc2EmOTx3p1ZItJBK2TCJZDWXOq44ipJJkn2Ei1C4FMEZeu0OWeSJGUyVix5RA896J2DtPBFeyiMrp+b9liqIoRwQqrBRFUZRS5fZ6wE117WD7lz3AVh8BQ31zSRVrVpGcDZwgYRFXVLn0jwWerWnX373V1mORp6sBF8XZOqzjI4HT6cwAoEM4cEUFYEsW8NEBIMG1bhfXP+6HgmpHFjD0APBJKnBqGNAoBPg5Hdgi29OA4Y5UK3ZuCgUuCAVSHeDjLOCzPKJjGZLet0eECN36PgLwroihYKlxYu3VFWJh/pQIl7keEfWEiCNGkd4UFz4vm31S7LJEtLg/8Jkiah4WYZQm0SeKqPkS6QoSkXebHOuA1IcxDRGyrw7yd6uIKu6ntSdq5eK+vU1ESLkRv2wRlCFyPAq7mnn0G0VRlCMNFVaKoihKqXJaJRsdYrrf6ZWBp3wmRjozHqgfAYQFW9v1qQFmjP2/akDVEBvVurXKQWHVKsLWZ3GwfmI00DQMaBkGjKlm11MENQ0FbpHJhTlP1e377NxWdYKlBigMODMbeC3WCoshkcAZCTbq4hUMFAf1g2yU695gYEKmTZULBM0gLpZI0hSJ3uwVV0DX6Y8ChKLtFBEsiSJiqon9eXXZlmJolIievHDEzpz7DZLX/ioCz2WSLBCzihulJipEUgurSCrgJ1LTxRqvbSK6qogRRqhEtgJZpjcRQZkq1zdH0hgryXHSJBqmKIpytKDCSlEURSkSjPa49VN5MWkP0L6CFUS/iLjxQvHD1L6dGTbqxAmDX64PPLsZ2OsZtW/OAFpGANmO/d/ltySge6Q9D0a8OOfVOVF2bqsgSR9s4k78JDDtb2c2ML4yEB0EtAgFzgqzc1sxstUgBGgTAsyT4zOI1icUqC/hF2+tVV68LJPopspcUWNl/XYRMitEpDSWbdIkYrVUhNBGWRcu//uWgDHqw6bwvgdhknaYLM/NknTDQFwoqYTudfG8giWidY1E0YhkY5oaqZ0isnxrs7ysE1EXIXNifS1zcQ0UcZYh1uzhPg6HiqIoRyoqrBRFUZRCc15t4MlWQHIWcNtCYG4etU1vbgL+OQC0qwAMqAp83x54+D9giUScJiQApycA3SrY+aQ6VwCOi7GiiuLK5f+2AtdXtil873nCL6/tAfrGAE3DrciakwK0ZcqeA8QHWbE1Pw24IBoYn3wwVc0VRo6k7DUPtqKkWrCd7PfzisALycDIVGBkNHB8iDXeWJQJBDvAiMyDrniBcDype4+KaHKt02+XqNSrnnqjL0RszZQUvh/kuWoS/fJGh2ihPljS++aJucWv8rqd4uSXKREnfwTJhMM0svCyR0RTtsd4I16MNsKldoyTEQeig7gZbpX6qwpyvXVFQFaUNqgm++8rYo0iTFEU5UhGhZWiKIpSaB5sDlSLsIYRNzcCrs3HNOKvfcDQhsBxdGJgvU9D4DK6NHBAnQ1cv8amC85tB1QLstEtX1v1rZnAUzKzLJ/qHm1F0w0VbW0VX9Mt0kbARhwANmYCtUOBXuHAzXHAPcF23ZnbgFUZwNJM4OVEYHAUkJIFHBdiXQurBwMxQUDdYOCWKOCHNKCNiC3OeTXPAZ5kGKmQrBCxky0RHEagmEa4Q0THfknPY1PeK6LjA0/KnktbiUidI+1QW/Z7QITP9wBeknmt9kltlj8YKesv9VeuCMwUA42eIja/lOf6iyV8kES0uH9/xIrgi5ZUwDg5NwrCMBl0BHmOFy776yXtEypCL0jSD/2YNCqKopRbVFgpiqIohWZHGtAwxqbl7fQjMqJDgDOqWkfAKZL+53Xy8zWmcJ9/dCNwX21rcDFcRJQvN1YB7qgC1AwB9mXZtDKmEHIwzqjVx7WA/puBiRICubuOnYSYUZLaIcDFMcDTLCSikUSyXRjZeisWOCnMigAz2W0QsM8BdjnArCzglFBgrwNMLYCduz+GieNflogfiPChHXlXidowte4RqbeCiI6rPfs4CcCLUqOUKel0wfI3TGzN3VTDT/M5n/aeWqe9EvWaKe6CjI55ifBE9/h/IELkfFx7/a4e8wqeY4I8/k/MMijA0sXYo6MIrSxZV0mMPRRFUY4UVFgpiqIoAWkVB1zbGNidDry50k7uS+5YCNzQyKYCvuknL+zdNkDfqkB6NjBrL9C7MuA4wIoDwOpk4Om1QN9KwCnxwIx9wI+S2vf9XrsEols08GB1oE7IwVS+9KzctU493fw14dsk4L4wazjBqNNmP24LCQ5w+X6gYyjwdZyNWtH0YmiiFRM3pQDdQuyEwquKOPFSktQZEa8x4lZJ+XNxozqOnx9pRoPccrEwj+27m/5Hg4yCMk9qq3isyZ7olD8misgL90wi7A8Kp58kArVDxFKQj/CicNssES14xBREdAVL+zBlUFEU5UhChZWiKIriFw6Ihx8PtIi1JhXkOboqAFibDDwkqXy+MD2wW7ytR4oLAwbWOPhjUy8aOGUe0DIaeLsZEB8CXFQN2LYUmEc7vHxgeiD3T9FD0wlGQd7cC9webx0Dec6MTvWOBiZLHtljCcCiDODkSGB+OjDaY6vXLgyICwZmpdnB/YJM4M0U4P5oewwKLEhUZ1oA+7s6PCfOE+UnCueNDl0uKXYMpD0pphb+GCnpc6xr+tDnuV2e/4PkvLIkwvReIVPnfpCUxGAfEwp3ouJ0OQZT86h7X5D1EVKDJSVyh/CXLIxItZP9O2IhP08ic31k2wx5bpk4BrrXw+v4uxDXoiiKUh5QYaUoiqL4ZUhjoEs1W7uUlAZUjQBqRwL3tQDCg4FXVgL/+Yyu40KBx5oDQcFAdDBwIBMICwFCxQ6dr2sUBdQKt8/vz7J/a3G0XgBh9WcS8NEe4OxYYF0a8MFuYFISMDkRmFjPiqq0bOCZasD5m4FtmXbg/mWSXbwMigKej7cpf18mA/cm2HO8KhKowv04wL3RwPcBJg4mF4cAz4Xb1z2TAXyYCTQOAvY4Nr0OIjDeksl23dS7u/IQVvWl5ipKLM8pUlwTxDcAtJG6qhRZz3TCH4tYj7Tc5/FxknroiLX7OTJh8D4RRoxARctbRWE2NY998y1N8gw0/vEcb55ErGLl+maKsUWWmG2ESCpgXgJOURSlvKHCSlEURUHXqsCFDYF1icD7K2yE6p7W1tQhNgwIDgY6VQLGngg052iXkYxIYBBHxB6urQ9cxsmAg4D9GcBF84BTKgH/1xCoFAZEBgNfdwQuXAhMSQC6xwF/7gOm5GN+4cIsvCe22cXL0jQrhOhAFxcCdIgExtUF+m0EdgeINJ0eaaNVqdnAlTHAgWzg3zSgMYWg1G1xn3nxSDhQVXLd7g+1IuSsYCtEbsoAljhWKMXJuYeJWUQz+d/jGp9Da494qSfuea7V+T6JfNWTOiqmyx0omCYtEP08KXictLiO/M9zPlkEl5uKeKaIH0a4fgfg66S/WgRUKxFUjI657JYIm1sr1lKE1gYRVzTLqC/i8RtJc1QURSnvqLBSFEU5BuFkvBc2tql6P20ERpwI1IkG0rJsHdXHq4FtKUCNKCuQmM5FYUVTiqwsICPbCqV6UXZfu9Ks0IqQyBRNLWhGsSoZ+Ge/rat6vw2wNwOoEQ40iQauXA5UoiGERJUKCg0qWkYCM5MOiqZe0UBF1yWBQiMbaBYGjK0FTE8GXthrr4HbbJXXzEwHTo8CqkkK4c2xwJwwO4Gwez5v5eMBTmHg5Qw5h1pBQL9goFe2jVStZ+qiiBJGYLjbIZJu963PpL8zAAyQaM0cqcHyQiHizrFc0q55uz21T4me+bpIlud6g+Ra+sr/NM143Wdf2fnUY7kuhDVF0EVJ6mAbEVWc16uCRLJUWCmKciSgwkpRFOUY5PY2wD1tbb3SmXWBmFAbnaJIYsofuXE2cE1ToEYEMKiuTfNjJIppfSHZduD7+8lWTDnZVkxN2wn8uhNoGA28scamApLZ+4C1KUC9SGB1CjB3nx1Y7ymkw167SOALRr9CgOWpwIC1NtIU4hnMh8ikwPyBax8GtKpoI3DnVQAahgBrMoBrdgIjk4A1mcCrlQ6aYWQHAcOTgdPCgZVZwJZ8jCpeyAAepzEGRVgGcHOojeLQTZCC4QqZG2uTA9yeDdwmJhAMuN0sooTRmoc9+1wkE/OytoklbYURncVltJhOuDVRN8p5LBODi+7Svmsl6kYRRKoX45jxHnfAWGkP932kCA1gDqkoilLuUGGlKIpyFFMlEqgRDSzfa4WPSyvWFrGOKAtoHAeMWAFc0wxYnwiMlXDI2kTg0QVWfLWPA46jInCsGOC6U2vY2isKB9Y2bUoBTqoGnDbdmluQsCCgQRSwPgXo9w/QugKwKx04ECA9j1QLA15pCDSJBN7cCny+K7crIE0q9mQBTSKAZhHAPynA1BRgQRrQNAzYmQW8vRe4M+6gzXr3SKB5qI2KdAwHxvA8twJT04AHE4AX4+1g/rUDwJQ0W2N1QQTQNxyYnG7dAndkAw8kWYMLl1GZwOQsK0RuC7OGGk4QsCsb2EDBxzZm5CXImjFw7ijq1nfkb7ik2PF/r2s9hZdPtmOBCJfoEaNcgUrD6kjtVJJEy7xRr/3iDhgtYq+GOP2NlKgRU/vcbkSbeK+g9QolugJmiUthcj6DkJ5y/VGSGpku+90sNVzri9AOiqIoZYEKK0VRlKOUdlWA0acB8RHArxuBm6ZIjQzrnNYCPWoAFRipygSaxgO3zgJ61wQuagS8uwJIFgFh6q3mA+91ta5+saE2FZBCjcYUWZlWoMUwGpRs57gi3G7GCdasgsKqx0zglnpAv2p2UuCLFwK/i826l6uqA31F6DxeH5i4F0gQITaL+88EqoQCy1KBlXIsCq1zNgKdIoHFaXYyYVrBc/Lg5enATIq+yIM25i0pmGoDNzLClgpMERXDgT23OSfciisKwys44nfs+TzL51jo5MF1A2QtFGvIzPxSQcBXDtDTsWmBH2Vb4ZQpqXbNJXKVLUJkkM+8U+Eialhb5U+DMrJzm5hYjKWph6x7RtLo1sl8WP6MH2ic0dRT80WTCl8aiQCjKOI8YT3E2CJGap6Yrpgm++flM3rpcrHUVTlyTl/Ieka4TpfXcB6vvbLvGrIuVvaTLWmI/Hu2iDl1CFQU5UhAhZWiKMpRytkNgFoxVjgNbATM2gpsTQKe7wZkOsADc4A7WgPtKwMNKgBn17ZCIjIEuKUlMHIVMGyRFVAzdgEn/w7UigRGdQfqxwBJmcAX64DVB4D96UDtKGDCViBJlMD19YCWMXb+qJYVgOebA/2rWxc+HuOF5kCXWYeeN80k3FQwzoN1RVXghFjgy93Ad3uB/muBlhFWZLGWymVXlnUIdPlwv10Io1Z0H7wlFqgbYuuomP43qpqNLr2YAHwvoRUKgp0O0FCKi3j+bAPjapjHj2mDIPu8MXPIAjYCuCDbipdHgoE/goEVMg8WzSzYTEEi5vjYJV7c/5rJucwH8IpMqutyHoDT5PX3yDbtRbQly2v52MdbxGzP/RtbegAtPM9ROA2WCNVXInyqSv2X61TI5r4MwKXyejb3Lp9aqkqe2qxKnuOeJ0KK7JfX7JG6rkayTaxErPaLsHNE1MXKvpb4WMMriqKUJ1RYKYqiHKUs22tFVc1oWxv1THcgJd1GqYyteIvc6YExEoniX25/Ywtg9i5gkljS7U23y4V/AafXBFYeAP7IowCGkSsex/WU6FPV7j+CvzxO4HTAkTuA2uFAwwhgTQrwcgObeti/EnDSEmB+MrA2Dwt0f1AQvJIAvJoATKgJHCd27zVDrDPg05WBicl2UH9cmDXVyA62BhyuGce2bOD/fOz3TgsFjg8BNmYBrfga/rA6wPFi4uFIdOi8IPu4C63YxW0wTNrmHx9hcqLUGUWLGx/rmm6XSJOLx6cjx1xiswgdirR9Ylvu0lz2u0Gs2W+WfVCIdRGRNET+0h6eAbznJPK0Vs6hg7ymkueY/PuRj9j5RVIes6QuC9IO3lox9/8Mqeu6WfYbIYK6ukT3MuVxR/lbT86tgCaSiqIohxUVVoqiKEcZUaHAFa3t34dmAq/2tCl7rLXKCgdSM216X70KwOjlQNM4oHoUsCkRiAqyToE0sjCDYT/OCXQAHPFf/qYKn24B7moEdIwFkrNt7dGdy4F7GgL7MoAbAkwwnJgFPCSFNe81tKKK50uTjE4xVlgVFZ4zjSsGxdjUwFMirYjk3Fdu8OvuGKBSsI38cD6qwXuABAdYI23i0ikYeJOW7YzASaSKph5ZQUDbYKBLMDAnG2hDQxCZRDjRscJmpoiHHyRtz8sGj0Di8fzpz+9EZNSRVLskWZ4C0FYMMBgxg+znYYkWpUk0KkFEC8/7SknHi5Ln0+WYOz1ufLtFRNWTyJYrrCi0fN8OCsXFIma93iTfiItgskdwQR5/KWl/9URsZUiEzhGR2EFEV4TUbzGVUFEUpbyhwkpRFOUo48Hjgevb2RS2SeuBD5YC93S0g1SmzqVn2XS8RrHA/3W0EZbdqbYW65n5QEQQcEYdW3f0u8frm4PpF44DBtQDVu0Hrp4J7JTiGtquZzCq4ym24fGu/hcY1R6oGAaM325d955cA3y/3YqlvIgJBjZk2NRAntPODGDCXqBvRWBfFvB3ESdv2k5zi/3AZ4nA0HigRgjwzv6DImCfKCxGq/7NAOYFcC5sEAzEcL4ux9q4s27MGDA4tlaoRpCNwvRk9IoKhDbuQcBvWQdFHMXYqSIeKEggouQhERqnSeSKc1s9KimCN4i4YO3RnT6mF0tkX9dKhIfRpGypjUoVYZIpx2ov0ahqIqbC5LVMKxzv2SfT8G6VdMBZIrIo0vj2/eozP5WLv4DiGgDvB3hPNspzLUUYbhHx6UgbNZFzTxfxxWvLw/9EURSlTFBhpSiKcgTDaE5cBFA3FkhMB9buA5pVAsLFrq1NZWDIRKByJHBBEytm5uwEjq9ia6SY9peeAcSEAalZwPZUa2zxCn2+faBt+WDmiQHoXAUYUBf4YDVwXSPggZZAZjZw/7/AeI8YW3QAOGW2Ta17ohnwQgs7IKZT4KvuZEwBGNEUOKUisDcbmLQXeHIT8Egd4LzKVrw8sxlYmwpsSgdWedVFAeF+7/VjnjGcRhsR1uFvZB7zWE3JBOYxBTAYmJ9lzSgogtZlA3sd4IVwG6HakWXt36lMK0qtEqNSEDOMviIYnvekBM4SMRUm+2wkAociqbcIjlPENY/Oe14ovE7wzC/1jJhbnCDRsWlyHPd8h0kaHqNYw/0YRZwgKYGMIp1EW3mpvdoYQFS5xEqt1zbPBMf5sVyWGjKXV4qc7wwRoFHSJhR5+XQfRVGUw44KK0VRlCMIpq1d3AaoWQGYth547hSgUw0rsHYkAvdOAaZvAs5vZt3/aKl+RiPgrunAtC1AaJB1CHzvJKBDFWDaVmD+TuDq5kCVKOCRzjYNsF6MTQkcsxrYKrlee9KtU2D1SOu4RxFGrm1k57hi7dawdsDkHQcNLAjnsuJynMwnxXPqxFF3HrD+qXMFG62qEQacVw1oVwGoHGz3USEEeKSmjbyxVuuadXbC4JLgyhhb40XujQO+91reeWB0Z3AyUD0I2OZYIUHxQWZG2R9YOgKyzSFiiIGr50OAFAcYk21FS4ZMhNvdp9Yq3fMawv3Fyjqm8PG0EvP4YY8SQfQygP9JLVOmx7yCmvJVEV/u9fhz36N5RZYcc58IqoX5tCG3/T9Jdzwg9vK+tukhEpFrJHNmcXEZKK91a7MmSaSqjVzfGTQn8bS3oihKeUCFlaIoyhECJ+b99HzgnKY2nS+hq02Xi42wg+/sKGBgM2DOFhs94sA1mnNCnQy0Hw2MXXVwX4MnAdUigYrhwPizgIaxVpwFBwP/626t0vm4Zw2g/yQr0mjgwEmD+9UFltAEQtwRluwHjqtkt28YA9zSFHhpxaHn/9kW4Kb6Vpx9sz3va2VN1uR91rCCtVXB2UDTSGB5MlBXasB47UwJrBwKnBJbMGHFaMd1lYDaocDn+4Cl6f63Icaa3i0mCgCFyhZJaXRd2PmS9dlAu2ArflI5t5WspyjsLBu1CAFmZllxQfHxl8++vxFjiTM8Ln50yHOkhopiY46fc/pI6qo6yDlRjHUVYfOERKqY7veBJ6Uv2MeZELJdK3ndVyJsGEnzE+Q7hM4SmYMcw92Pl44SrQsRg4+dsk2QCDO3zXjcblJD5mZlRkqUTScPVhSlPKHCSlEU5QhhcBvgrGbWlCIy1AoqJ9MaTJi5hLKA+duBGVuA5AwgMtLaqlOE+UKRtD3FTg4cLW6AISFWHHF/FBS0Oqfg4txVo3sBdaOB8RuB/5uT28ThoX+Bs2oCUSFW0FVylYkPL64Bxu+w0S7Oa5UXHFBP3W/ns+Kgn+KKkZ+PdgBr02wa49BaQOcYYH8WMLuA0aqr4oGhVWyk67QY4JT11qHPCycJrhNqDSye8ZmzqiBwdzemAwNDrG17zyBr8U4BQROMENkmVNL/vhd78X999pMiKXx080uT9Di2C5t3tU90q4NEvJZLeuBtkgLYSaI6FFfnSnQqRQwo4qReqo6kGNLNzyVO5sGqIefGlMWJhWiDMNmnlJb5dfFjOqEYROaIq/Xy+De6SEpdVW057/VSp9VU1g+WCY4LmmaoKIpS2qiwUhRFOUKoQEe/LBEZdK1LtwPXhBRg/Epg4mpg/Go7MO33LfBCL1tvRROL85oCX/kpiFmWYLePCLFC6pNVwE/rgWFdrIB7aynQrz7QsqLMh1XfTh5M8wqXnenAs8uAx1pb0fSjp8bqkOMV0HDigqrAC42BOhyhUzhSINJkIxNYnwasSgUuX2sjVevTC+4UWDPUisZUB6gWAjTmRMOefLILo4EH4oCtWcC1u4F1RXRI2OoA70p4ZS7r4IKsgcTwTGBQkK0RGsHrEfEUCNZP9Zeaou0iQBgF876VtSQSxRQ/XkqmRL+GyWsvoYGGvC5D6qq2y2PuL1lEkFeb1hfhkyb7bepj354f/0o9VhWp66LRhi88tmvHn+rjjrhElsFSa5Yl+5oo55Yl18H/VVgpilJeUGGlKIpyBFAlGpi8Fvh9LdC+BhCUBVSLASpGAHFRwMmNgZdmH4wkzd4GjF8D3NsFqB4NPNXDOgQm+Jg8tKbwYiRgPxAfDszaDvy0EZi2zQq43WlA/3o26kWjiy0pwC4/NUdtJY8sJgS4sQnwFxVDMWgYaY9PAWSc9iggM4E3mwD7M4ErVwFzEoHv6LhQAM6PA86lCMsAVqYDDcOAGAf4vrad2+rdfTYK8licreOqFwJcXwEYWoSIVdcQoF8osN2xDncUVa9mAHPFCvB3pxD7knQ+2qt/KmJllxg6uNDVL0aEBnXoAxJtGkQhKWlzCfL8WKndYkrffhFhbNsIEWCNAbwtdVShkm7HbbzNHOHZ9xSPm6EXpgu+JOmEFHH+9GlHiZ5FyPG8EyC7UOyFu+mVch67JZKWUkixpyiKUtqosFIURSln0NGvW31g2wFg1S7g/DbAs6fb5x6ZBFzyFVApEnimN3BpW2BHknUGbBQPrPHkXGVkHTS8yOL8Sn4G9KsSgG3JQP1YYE8qsHofcEINYOU+a8FOmP7H6FXzOGDyVhstY1reHS2B1hWBseuBWlEHJ8StxZF8Mfl+N3BBNaBmGLAhDZicAFxd1c43VTkM6BFnhVVBaBEBvFATqBhizTBu3gxcFAOcEwNUCAJuqmiFFZsrybFpe2yzKO8svAWkWhDwfpS1Wo+U94CphtXDgb4BTDACwWjMUBE3faXWiI99d7NURMnxEmHi9veJ8AkWYRThSR/0BveGi0hiRIrQTGOBbGvErAwU6sp6iBvhKRJxaizufP5S/VLziCa5EyBHyHZ+SvIMVeX5bEln5LV8LW2zxzPPlqIoSnlAhZWiKEo5gml7750PnN4MSMsErv8GuKErEC9ihf9/sxjYmwo8Mtmm+jWrAszdAszenHtfI5cA9eOAxhWB4f8CBxipiQM6VQfmbAc2HQA6Vwd2ZQA7dwGvzAeePh5oGQ9sSQYu+AXYlGTF0ti1wAnVgHdPsDVZf24DTq9lHf5OrA4MnQc0iLaC5JdtwJ3NgCk7gH+LEPEhq1KA3guBqmHAxjRrVz4gHmgcaeezmulJRcyPCsF2HiymE7K2KjoEqBduXQ/JCsmB46B9bArwhEwafGo0UHGfndeqexhwVTSwPgt4Lcm6+vmDEwG7hoc8FuftYgMW5ceWb3mox2L8TKmhGuGzXaakAr4r9VLRInjciXaZNvi6RIXSRNScIZGkH0UYvSivyxQhs8MTGUrySdMLFcEWLZGy2+X1voKvmQgjGm14NTCv52J5PeSafg/QBjvkWtiMW6UdUnyEWA0ReZoSqChKWaPCSlEUpYzoVBcY0A4IoesdB48O8PcGoHcToEqMdeJ7/ixg1nqgvXhir2AemEBx1e8LoH5FYF2CNaDwQiF1L50MBIqq7wYANWKAzYnA5T8CH59uJwZOzQRW7bOiKjHDmlZc1wr4cyuwIgHYmARc3gSoHQ2kZQFn1rHny/8prhbsA7r9bt0BxxxvJwTm/FZnT7dRoirhwIoDuU0vXBgZuq2hjeqM2gRsSLGmG5xwl6KK3FUXaF7B/mjtTTt0cuBLKwPnxVsTi1c4EbHnuQ3i/Me5tBKygOWpQJ0qVjBRcLH9p9QBZqYCOzKAZMe6EnLS3+qsPXOAtyva9EAKlf3ZwNsS9jktDOgUBvzGOq9MYHm2nceqR6g9B+q/JdnAC0XwBacg+lwmAU4V0UOh4g+KpAdFXHmt0SmI3pMIFMQI4zERNY7MDXWTRK56yDE5MS/P/TlJ12O63TLPsaZKimIrcTOsK4/5Vq2S6BXNNIZIRGqDWL676YAUQaHyOEgEkW+qYF2ZILmubBskToOcKHiMXC/EnKOXPD/Hj7OioijK4USFlaIoymGAEZBbewEd6gLfLgRmrgFGXgo0rAzEhNtIVWYmsGG3NZFw7c3rxQNDvgRWSM7TaPpke6CwWVUQ/2sOkqsDtStYYVIrBri4uU0p5LlFh9vz2JEC1K1ghd4dbYGHOllzjMfmAusSrXjjuS3Ybeu12sQDI1cDa0Xo0G6dkaB9GUB8mHULvL2xrc8atxm4d7HdznUxrxsJ3NcYuKgmEBkCDK5pRR5NMG5dBsyU4p4h8jxpyRS+EDt/lXkcCTxV267rXgFYkQqM90TK2kdat0NOIlwlxKYGLksHjo+y19MyDMgIAZqFA0/uBlZlALVCgZ+TgdUZQMUgG/WiwGIKJAUXOSEUeC8WiKcwjALO2wf8Q3MNB2jj2PqwfUFA/yJMXuzyhkSOrhfBwjQ4yBxPtSUN0HWMXykmERQgiSKyfvbZXxcRXTJfsYkqdZKaLc5hdQuA9wH8ITVdtHT3hfseyTm+JGKVIumEnItrp5hmNJTjpMi5cmLkPZ7XTxRRt13qvXw5Q1IfIz0CDFKzRdH2qzxu4XEgZCROhZWiKGWJCitFUZQSpmIUEB4K7DxwcP6pB04Hbj/ZCpYzWgL/bATqVJI5hIJtmlpQMFAhAhgzB7i6ixUDa/cA6/YCb/sbfRYSCqbYcCum1u4D/t0F7EsH4sKtiJuxDXh2DtCzFvBoZ6BOtBVRVaOAoZ2ApmOBhHRrcvHpGpsuyGjV4+2BX/sAX6y39VhL9wONYoC5e4GulYAakdYevX9t4JkVQMMo4K12QLUIO3CuHGLTC9kWnGR4V4qto7quzkFhRedBzmPFAfbm9IOiitQKs9EoM5eXY00vvCxOAzZnAPXCgO2ZwLwUYEoSMKACEBME3BUPRAXZfV8cayNWj+wFxibac6JF+ouJwJ0xwPpMYLREqxqHWJHFOq34IGB0HHDyXuCbDKB7iB3wf+aZJ4tRonNDbGRnQpZ/QwdfWkq06CyJMKVKpIgT+8aKccRdnojPE1IntTeAqcRi2VcFz/5kLmQTsTpR9nWuRK4OSNTNVxuuF9HH2ixe53myTTWpf1os+4qU8/etwforHxGUJWIp2yOqXDFIQ5DZnsmKa0tkLEIiXGpooShKWaHCSlEUpQQ5tSXw5iVWWL34M/DBdOCF84Eh3ayD3/4UoHoscFJTK7jS04HUDDtgTM8AZqwDnvzN/m1UGfhhKZCSAXSoBTSMB6auBRI8xSx0BtyfZuux8mNAU7ttaAiwcT/w7X+2xuq2DjZidvdxwPQtwJiVQNdqwPUcwRPHii9OJvzzZiA2DNgq4mJgPeCqJvb1D8cCf+8C1qUCjeKAdpWAuGAbuaJV/KoDwP4M4LbWQLMKNgWQgsbJttdPUZQt1u+MWG3wXOcd/wEvNLJi824f+7jralgBGCFRqQk+ToEUU+etB46PBhakAGslLe8jiWoxVfG8CkB0ENA23AqO+ysBXyUeFCwfJgMfJedOZZyUDuzIsqIu0bGRrZahwMQMYFGSFW0rPDmJz4dbYcVVTTKBV/JJDzxPHP5M+qPHJn2rWI8nSvSmrmfy3WRPvVKQ2JV3FhHzA4DJ4io4WF432zPJMKNL2SK0WFd1gYiYBKmh8inhM2l/XNqJqKFYo47k2/afvKayzD1VCCNEAyNap0vUisItQ6Jjrl18axF+MyQ9sqU8z/TBDwO4ECqKopQ2KqwURVEKQXQE0K+TTZvbkwTM/g/Y6hnIX3kCUD0OSM8EHj4b6NUc6NsSSEoHYsJsPU9iOpBEgRMMvPgbMGERUL0CsDvJugBSYHzPHC/hlMbA8IF2QuB/tgADP7Fuc4+dAlzeAdiVDFw1DliZj8X5kt1AmypAViYwf6cd7P6+CRjSGtifDlSLAjpUtU6B986UCXWb27/rkoA72wBDmtn6p1GrgCe9IREZOXevApxe0w7qafO+J8VG5DhipzDrEA/sTrebm6gEJ8ylyYO8flUS8NN2YEsa8L4n9LAgETiDLgh+aBxhRQaFwX8ZNgXPl82ZwLoMoE8s8GcSsNwTghmxX5ZqwHER9ry4i6rBwGnRwKZMYGrqoeJghwNcsA/4uqJNB1yVBSwSgbuJG/u84Lhgu28KhY5BnlRFGmUEA4sd4HePEOstYgWSspcpYoiiJ02eW+2pN4KftL9rRCi1k1TB5TLHlO9kxGSW2LE3l4gTxVewRIRO8KQhemHE6lYZTKTL0kKEFbtjUV33eU2LxLiCbWYmV5ZrDhMDDEgT7/dEt8LknFVYKYpSFqiwUhRFKQRvXGGFVXy0jTQt3Qz0fxX4v9OBDvWBPQes6GHEivNLndEWiA4D0kOAbUnAExOAunHAZV2BJVuBj2cDUWHAE2cBDSoDn/8DPMHb9R6u7ATUiAV2JQEtqwG1Y+28Ujd1tal4NJ8Y3BZ41mNU4Y+hfwKLd9nB6OfiRjB/B/DfPqBJRWDDAWDWNruedV7/N9MaV9CKvVo4cFdbW+d0IAO4uDHw9Hzgu41Ap8pAlyrA2HXAogT7WppX0N49StIcmXLIWi7WXz2/2kaJmPZHkTekrhViq+lE+A9wVW3ghnpAr0rADUttGmBevL0deLQOkOEAH9BGzg+tI4HPGgBVmWqYCfT9D6gUYkXisjTgxWrA5RXtwJy1VN8kAqOqA53CbWrgXbuBH3wmIeY506yiL00/Qqx5xf48QjNfZQI3htmIzl+sVZPI03thQPUga/V+Ex0PZR/zPOl0qR4xwejQQgBfApjux40Pnu1CJMoT4nm97zVEeSYJ/kbWR8nkwhRyrrDzR2eJFLmRLu6vn0SaaIjh46cSkIriesg2+Q3ANrkuV4imyDUzXRFSFzZXRBX1fS0510ixpv9FxZWiKGWACitFUZRCcHp7IC7GptNlpwH1KgMvDgYuP8Gmw6VlAMN+AGpVAvq1t+s4h9SYGcDUFbaGatIK4LlfD0ZprjgZaFfbpvNd3gUYNRtYJ5X+g9oBZ7aykbI6YcBPy4FN+4GHTgIqR9moF1MFNxXA1jwpA/jAJ+pDI4uB44EO1WxEaydHsAKNHd5eYv+fdq59TGEVGQos3G3PnyLkIR9DjZeWAZc3BLamAHN3A8dXBlrEAhO3An/tsmLmcY9f9vgdQN0o4OedQHwocG1da1XePR4YVAN4l4U0efDJLuCnBLvf/QFCFa0jgNph1radQnRsA6AW30M6/u0CLoqz4sOhiYjYozcLA8KCrBvg6GrAOEbtdtsUv3crAk1DgXeSgHeTga0FUBCvZwLTsoBXw4HHw4FrQ4EH0qyoOODYWq0GQQeF1ceSRsfUN86/fIcIlhARETSWyGsqr1kiMLqKOQWFCWkjToOuYKkmIuV/EhWDrF8qVubpEsVyBV4Fjy37Bvnr1mtxn1mSoljPk6KYHxRVx8n/FWWS4hUisnitvA/gThSd6bGhp7Bi158v4ipTImaL5dwURVEOJyqsFEVRCki7+kDFCkC4zH8UHAKs3WnNKiigshmFCAX6tgPqVLbpdU4WMHst8NxEYOx11hUwMQ245TMrsupUBDKzrGihM9+WfdaFz6VVdZsqt/WATSP8vx+tUGtbw6YUUlgx3W6MO2ouAhRXf+RT8f/tOqBejJ2g96eNwD15mGlwfqsmFYCGFYAl+4ANyUClMGDRPitafJm+FzgxCLixAbAi0UazmDbIv3sLaFO+x6fGrFoocH9N6+b3xg4bOYsOtqKEA/+OUcDedNump8UCu7Ptaxh14TKIEcJMoKGYYnA//aJtSmBVB+gebiNyd1cAvqFNe3bBfnAfCwe6hlgh0orvZzgQKqJqcTYwxbMfRrMYAprj2JS6KmKNnuGJSOUlrDLF5tyXyzy1S+FSc8XI2ESfFMGVMukw22yHCCxGgy6UVMR3pM4pReqc+PdyETx7A0waHIhwP/8z+rVE6sAcT21VdUmBjBNhlSoCMFyuiamSno+QoijKYUOFlaIoSgHp0xaIEnMDips3fwVe+xloWh3ozahSOLBpD9CsBpCSDlSpANwwCpiwEKhf2W53INWmCF5zAnBiIyAsBFixHfjuX6BqBeC1KbmF1Y/LbdQqLhL4YTGwVkarXy0GjqtlRdcbsw9Gv0qLVxcDf2y1YuLffOzd6QhIAcU0xZOrAc2ZKwbgkdbAlJ1WaHlpFgN81NGKL9q0P78S6FgBWJkMfBWogMgP58YDD9exEwhvTwP6x1sxdV4lYEmyFWqR4hi4KcOKGYqsGcnAj/uBC+KAK2JsVKtGCLA4E9ibbeunjLkGU+YYFROTDUbVKMi8kwU3CLYRrrms9cKhNVYd5PhuiVWnICuOKFpGZR2sl6pJa/1goHYQsMUBLssGxgHoJq57H3vql9xIUkGh05/jWeICCKGJst94iXhx2wFyvHixgB8pYszVgxki2v4R0RMq9VnhYjQRSPD8JucRIVGuQTLZcUWJ2n0h6YqjJTJ1kUTedohNfBdP2iP3JbMTKIqiHFZUWCmKouQD0/CqxdkUODr3MQ2Q9VWj/wSObwy0rQuc85pN5UtOB7673dZg7UsBNouxxaa9NnJFN8DdicD+VCAi1G7fvg7QvLqtzZq+xk4S7PLPZuC0EdbcYpmnfujbZcC8Lfaclu8C+rUAbjkeWLMHGPp7bufAkmJ+AZ0I3lwJ3N8K2JVlU/8onFhf5cg8UE+3ATrGA59tAD7fCNSPsnNQUVQZu/VM4A66LBQCDqqfqQfUCLO27LvCrfCJErfA9tHAgUyburgyDThvLdAz2kZ1Juy3fxfsBFqFACdFWaEwl5E81n3F2PqtL5KAb5PssSi2moYAY1JsGh/pGgp8HAfEBgF/ZgCX7c9dY0Szi/0iShhZ2erYSGWoCDxv0I3mFo04vxijb0HA9UHAMAe4SkSZIwJnmEziO0us1vMpRzN8Ksev6pkHihEg34zLbI/DIGusHhLRFCxLMznmLzL3FUTkcHFhndZpcs5NPdv5slXS/7qJeIvwuBO2FKHVUM7xP7GaT5ZrqCvX4MigJq8onqIoSmnifj8riqIofmhUHfj0TqBuZSAiDIiNBBKTgV8WAB9PBYZfA8REAtsSgNNeAHbuB/q0tm6As9YAEz25VRRSXRoAmxKASlHA51cDVWNsGiEFFg0vpqwELmEYIADNqgLvnWeF1gt/AJ/Mt26Bs64HqkRb8fLSX8ArDA8UAs5txfmqVu8tmR+FyuE2bZCRtP91AM6uDaw8AIzfAjzYwgotmmCcPg3YkQaM6QQcXwlYlwz0mw0kFMA+3vtDdmNN4Im61r6dEaeUbDvhMlP4OOdVmgO8uR1YngL8eiB3lMlL3VDg+jj7/Lv7gH0+KX6sy3q3EtA4FHjzADAiCWgQAjxcATgjFKgdbCNjZr6tTGBkGvCCR+TeEAr0CAH+yAQ+yQIuDwHOCwbmOcBzFH7ueQCYGmKjOISatmuWTc27SUTFRJnDKl2ExT2SmgcRXT1EZDCVzoX1VM9L6pwrRNJEwDBF0BcKqNvpTClix61vcpuPgnC71H/5RqNCRPjVkmPskIgTI2Zb5FxOkMfTZd+nyeLWUDmyfp/nfP4QMRkl7fI9DV4kVdBtq/f8zL2lKIpS2mjESlEUJQ/6dwEaVwciw4EKkUBCkq1punY4cHkPG806kAJUjAYeHQhUiwW+nA08/t3BfVA49e9gbdi/m28nDg6qAmQzxYyjzyBb65OcBvwsNutMEWxcBdiw15pTuFzTBWhX00Y6HjoV+NKfb7YfTqoH3Nsd2J0MDJ0KbPXc1u9UHRh5BhAXAXy7Cpi6ERjQ2Fqyv72w4EIrJhS4qYWdQHjkamDNgYOijc6HHSoD0bxesVmnuGIqI+es2kwTh3A7D9RNDa1zYH7QWOKeusBpFW1Eio+5sGZtT4Y9nx8TgLrhwN5M4Jpq9u+69cDCFDthcMdIO2HwFtcmPRN4PI9Ux8ujgW60ZHeAe+OAcSnAk7HAhZFW0LGxYpgqmG1NLm6IBL7PAJZnAZeEAfdyUmSaVITadNFRGcBIP4YbLHlb4AC9ZOJiRmbGBQOVWAsmYrKVx3Z9v08q31AAvSQ1jrVQTCMkx0sqYaKk2SWLWAlUMtdcxA8J8XNHNshjYOHL8TKPletIyOM9KALsAxFQTPfLlsHIJHFCbCPrM+U5XkOWiMVMEWgfizhcL9ey2eNcWElcA0tgTm1FUZRCocJKURTFQ8eGwOMX2Xmohn0DrNlh0/4YleJgmRGhzXvs8xMXAlf0AOpXsSYWF3SxZhLHNQTmrgU2SurcVScCTw6wYmlAR6Dfm7beKj7KzkFF84u3pgG/LAX+2WhFyKdXAp3qAGv3ABd/DOwQkbI3xQ7qOSHuvlQgMxuIC7UT7zaIAJbuAEb6uPRx8PvKaUB9CX9sTwIe4m1/oV8ToFYFIDkDuKQFcFMbK3rOagis3w+MX1uwLnJXa+C2lva13aoCp086KLiiQmzbhIcAX20COsUDn6wH/ksCWsUCVze0oosD8Bsa2oH0nL3AH3mkH15cHbijjhUwXLalA2kirGpG2B+4zrHAAxuAx2oBMRQmEcCQKsCr24Hv6QwYCmzMAAasB7YWIEp2wFNftSvbRsJqBNnHjojojCA7l1aEWKhzIb1C7HkyVfD4EKBVJNAvxDoDmnmvfBgvwsqlOUWoR9hESfpcXUm/c7Mng0RYZMg27T3Cap1EpypIpOlNiXjNFyHWTQwjfpLt94l4c6NV2+S10bJ/ipo3AqS+hMprDoi4cqNvfH13SYnMlGgbxRBEHL4haYM3SzpghkS0aongXCzHo+kGRLxRtMl0aeZ6XBGoKIpyOFFhpSiKIlSrCIx/GKhV2Q5Oz+4MXPYqcNco6whYM95GWt75RepCEoAzXwJqxAF92gDPDrZ1UhQQkeIcSFrWsmKJkwQ3q25NLlhv9e9moFVNYOU2YPY6YIXUUHWuB3StbyMarWsCvZsBX8hkvG/PtPtnKuCHc2x64Zv9gDY1bV1VlVigajRwQWvgmk7A9gPAQ26hjOAZqxtW7QVSM229Fgf+ETIqjQsHYr12bflQM8pG3hhNqxl9UABM23Fw0uAaUcAbjGYl5k4bpNkFB8UmOhMB3NsE2J8JXDgXmB/ASp5CiYPpRMe+jul/X+wC/t4PfNjEzqcVEwKcEAtsy7BzWPE4FFDHRVlRRTfBumFA+8iDUTymEwZKFRyVBFQKBhrSgj3ZHvuFRKBHhH0dzyctGPg1E0jKBr5OBzZKOuH0LKBvKFBJ6s3igoAzQmwb9/eTt/abk3v+qmCJ1FzrtiuAMSJM0sQt70wxbpgq/1PU/OXZ5xKpi2Ikag4AVzM3lHS+CpJC2E6OOxnAa3LM+iJgFkuNU4xMGhzI6f9vsVBvJ2KOAw5jaS8Cb4VErfZ5UhghzydLZCtRRB2F9mcBjtNXrj1T2mi5XCfbpYCmkoqiKCWCCitFURShflUgltbpEnmgA+Cwy4Au9wPfeSvyBdZccYDMv6u2A78tAU5uAcxaDax3b6cD+GEBcE57K6jGzQeSZBB9/ntA5wbAMwOAkUOA1HQruCYtBfYm20mBGZVa5bE4ozgbNuXg46GnAmc0s5MQUxDtTAY61ASePBWoHgUE1wJ61gOGTgYGNAV2pQBvcNIigddKY4bJm4AN+4Az6gFtKluRtW4/8MMa4PgaQFQoMH0L0LEKcFd7YHcqMOwfYKcnB+yjVUBXtmEY8NLig1GMzSnAnnQbXaMwpUGFl9l7gNEbgPNrAzvTgOo09cgCYkOBxtGBhdXYnUCfSkCLKOCFbcBbmw8e8/s9wNmVgH1ZwLQDwJvbgCurWCE1fBdQJcTWQNUOBTZkAAtS7aD/lRrAmTHAwjRg2E7g5GhgRTrwszgZMhL13H6gBee4kmP9kQGctAv4tBJQh/OKMboSDpzkE237LMNGep6PtI6E5v107Gvc6I4XRmemOUAfRuFEMDFCNULS4Lj7j1gHyOiWRKZo9JApYuj/RJj4ZlUukMVLnGdeqwpSU+XOCcU6LmZH1vZEiDgPFtsrryBfmuwzWITYbln3ryciNksEGlMZvewQQ4s6cg1rJCWxmryewswVhC095hVb5Xovl3PjcXQ+K0VRDhcqrBRFUYRF64E/lwOndwBCQmzNE8UAxRPhHFW0XKcwigkHXrjUWqczxY+Rqv1JdptTWgH3nm0nCiZ/rQb6vAxUjgGWM5dKYO0U0wHpCEj79ibVgBoVgOPrA3d8BbSsAczfBMwTu7aTGgMnNAD+XAvMkJFlfc6DlW0n/6W4igkDnj8TqBZ9MB2KEwnf0AXoOuLgtbic1xz4X28rypj2d+/vwG3tgX3pwBOzgIuaAY90sbVQY1YAJ9cAmkvkLiUTeNgjOOfvAXr+ZNMUUzx1Q+M3A+fWBnpUB77fBCwSp8SzagINooEJW4FXVwNzEoBG0cCAGkCVUGDJAeDEeOCppsCMBOCOJTYq5XJRDaB9RSAxC5h1IHc62m3rgF57gN0ZwHwRRY/TMUHYlA30Xwd0iALmpwDbM4FukcDAWHttvaKB4+pYkUGL9Zt2AL/Kfq6oADxeyQqG1/cBC9KsmcWUNOD8KImaBFAcTA+kFuVExhQojIwNz7AigPNUnRMK7HSAn7Ps9byUDdQNsefxjWMjUBCRcrmIqQxxzcsQ4RIl0aUvC/HJZoRnioiX/yTtjk3NPsSgJYO0DUQk/egxlQhEjES33EFGkOxnuaT1uZwlExizaT8UMQm5lg9FOO2Q6zlTBFRrsVRv7En/S5VznSZphhHSDoyYqbBSFOVwocJKUZRjmuZ1gG17gf3Jtm7qvBeArk2Ba3oDVeOAtyZaq/XXrwVOaGZT72hWkZgEVI21woo1RTv2A81qAXv2WXF1UnNg2iNWcN33OfDPOmC77215pkNtBxKSgToiVija6A64MQH41WM5zlS/Dy+09VjXHA8MGAms3AmMWwJ0rQtUj7Gv50TCdBpMyrS1V2b+JdYBxQI1YoBtPl7UjeKtqGJ9FV0BNxwALqLdHAfCIcD5TWy0Kj0LOLO+nfCY+zMRPT+/IEy1Y42TFw7Ca8rEyqfXBTqstQLqlQ5AZIitr2INFqNTNJ9ISAd2pQHNo4HucTbadXY14OfqwDfbPG51daVuKhS4oiYwx9O+tFX/TSJdtFxnWqCvRwQNK7a4SoU1O1nW0a9yiK2dYlokRRudBZuFAb/KdrRf53Pc3w204c+y57EqAxgm+/s0wIRNU2miEW7TCX/PAm5OscKB79PwCDvXFWuEnsoAPs20kaX+WbYeqXEQMDwYWO0Abzi2HilLBMQuESWczylRUvjyopZYoTNF7xuJVL0mNVcR4gTIdMGfxeKcyzKJDnnuDfilgUS5XHOMFNlntBhaUEC+IFGsLvJeUmR29ggryOt4TIiYonBKFxMLV2RlyTXw/x0SreI5xntEoaIoyuFChZWiKMckwcHA9BeBLs2BFM5r9DQw5V8gIxOYsdwuLjSz6NESqCx25hQOmRlSQ8THnJ8p2IonRpworHo0P2ij/mA/4EKOWP2wagdw8QfAKc2Bvi2BRpWBz+YCy3xGr1xfIcLOjUV7dToDvnQW0LI6MG0t8NJUYMR5QKNKwPKdwF9rgcvbi+AKsvVDOzgCFRiBqh0L/PQfcEFzu9341cAGESes+/n8TKBbTevWR+OObXTAmws82NGmAn6wDOhUFVi9z1qnB6JprF32c9LkCGtsQfFCs4rETKA+o2t0SHTsX4osCi+mLUYEA3EycTBrrlwYpdiQBnQKt6mMG31s6SimKocCZ8cD91DwZgI3rAGWBJqhlpGaDOD27cAZMcD8VODUSODUaGBdBvCTp+3+TgO6RNj3n3NutQwB9mcDdUKBn9KAtVl23eNRdoLh11OAfRJOW5wN9KNFezCwIOugRTkjPE1p1S7/tw8CPpfrpD7ksZ4NtqKkdxBQPxt4zLFiqAmjrSJmUuQ1TJnLi0dErGSLMGN6IUSoJIvwYd3S2TQJEUvzCwGcKpEqbu/xP8mFK56iROBkyXH4d7+nZozHOeCJhDXIYw6YhQDayn5Xi7lFhoinqVLHxUmVr5a5t+rLvupIZIuphIqiKKWNCitFUY5JujUHuor4YV3V/51vhZU/aCLBwR6jNkxzY4rgaxOBq04Gmta04unj6cDT44BzOgCvXmat2RndYsQqMY/BPKGJBZc3PLVTvsxcbw0mGlQGNu2zFuZd69lIU99mwPDZQL/RQOvqdiJhGllMWwd8dJ6tl6KhRYuqwLKdNl1wTH+gQ3Vg8U5g4DgbtUrNAurFWXHFuqqO1YDkTCA+wqb21Yq1kZyTvrdi66u+QItKwPoDwAW/5K638rLqALByP9C6IrArFZix04qoC+sB8WHAbzuAVnE2YhWUDezlJMyOFVgULnQHnMAaNk/dGrlhGXA5TTsygY9YXCM0iQTGNAOqh9nIEM+9SiRwZTXrEOgKr5qhtgaLIu8/eY9/TbIL+Ww/0CQM2JYFHPCkIL6YACxLtxP7rkkHPqxijzMtDVgvYbF3YoG2oTa6RxH7uEeYbXGAnsHAwDBgSibwc6aNMv2UCQwMsQKkXxDQOgy4OcNGcSLkBztMhNdZErm5TvbZQoREuvzN68c9yGP2EC3Rn82euieXu8X63PE4+Tnyms55CKvNch6MSBmnRDlWkIhEGl6QLLFXryciqZE4HHonKjaGJ3L9NOFgW+yV66fQYkbsNjHByBQhV1/2587vxXNXFEU5HKiwUhTlqOfENsDpXazJxOxlwPczDlqmc34qDn7X5JHf9N4vQKUYO0nwjBXAnNXAii3AHWcDu5OsMGtRB7ilL7B1r62XopjKCgemLAUe/9b/fo2oiwT25yO8SIc6QFi4NaeICLfzZtEGnpElzk21I9EaXcz0FJRQUPHaDqTZdEUKKtKjLtCttq3L6lrbLhRKL5xiz/1/c4AJq4B9aUAtSTE0KX5Sy0W6VrcmF4xCNasI9KwFfBvAlp3ibPA0oHtVK7BcR8A+U4EaEcCKA0CNSKBdRWBrCrA7HbipEdAlHvhiEzDaO9L2sDENeI4TGfkwsDLQONLWY1FAMarI1MAdcu71w4HPGgMNw604YTRs3D7gPk8NFqGWYnqfLxzAfyv1VuT0HUCdEGBxxkFnw8pBEskMAnpSQMUD8zKA91KAkzihcIRNJ+wXCqxNBlZkAw9nAJMygdfDbASnZTAwIAR4O8tao7+RDQylZb0D7HcOmjZkiMPeRxJhYvqgON37xRE3wZvk9VXE2ryCiKLZco3VPXVWnEeL9x1OlHommW7NLzPk9beIKQbbg9ezCsAzIngqiLV7vMfkgq/x/SgMFEEXJdtRP78rInCix3Y+UfaVLhGtYIlqbZLjKoqiHA5UWCmKclTTqgEw8j6gQU2bZrYzAahSEfjwJ+CqV4Cbz7FpfJVjgUtPAT7zcxue9VcPfXLwcY14oHMTYOEGm/JHMdKzOXBiU2DDLuDdyUCvFsCvi4HXfznUMIJQqH10FdCmNvDLEuD1ScCL59v1wyYCk5ZZ4XVJZ2vRzpRBRsyYBsg6rD/XAWt3Az0bWmv3ge2AD2dbEeUycRXw3VKgRwNg3FJgnkR1Nh4AEtOB+EgrnmiiMeosoHKkFQO3dALenAdc/gvQp56d+4lzYE3ZBMzcCoQHA4ObAhUjrCX7pkRguRhSBIJ1Uz/7CBfWTnEhW1PtQm5vYuuuKEpo8hBIWAViXZqNrFFUreaky3vtHFdfiEvfORWBphF27qk4pt9lAgMqAs9vB86MBXpEA5MTga/322gWHfxu5+TGwcDre4CVcs4uO7Lt4sK3+5lk4NEYIC0LaBZixQkjWBeHA6HZQCSFHv8GAVWCDr5urmOjOrWC7DXs8PSdT5jymGXFSaQ4AWZ4fsyzJWWO631O8RDoq7JbJhLOkujS9SJuKMpeAfAF52ATQcNoEYXcXKnf8mOSmQs+P1gETrCInVc953WjTOibJedRUdL1vJMch0tkzLVph4jAGhKpcpsmRazYm8uxzpD1E8WIo6ATXCuKohQXFVaKohyVNKsL9OkM1K8GxMVY8RREo4NYoDWLOZiS9CewNxH46C6gZT2ge0tg0Tq7BKJhdeDr++ycVqu3Afd8DHRvClx8gk0R5DxSX84GnufoNg/Obgd0b2xFTb8Otobq1OY2OvTC+cBvw4DzOgDPD7AphVv2Ac9NAro3BKatBmbJOQ5oC/RlHpgD1K0I3Os5LgXDrbRw82HZLuC6n6wN+4xNVijRqCJL0tZ2ptgow+AWwAXNgFUJwNU/2/XknIbAuY2ssQMHvE/OA5Z5R8RFhKl/PasCvarY2iqmJraLC1x3E4hxu+0Am1Gr7/ZYUTWqCXBTTWD6fmByAhDLucYYzWK0JAjYlAa0jgCeqWHNKk6nOyNdAisAcSF2G4rOhmHAOQUQel+nAePSgCYhwE8VrThjOhvF3B75S1HxawYwx+Oq0SgYWERBBWBCFjAhG+gQBGxwbHrgA8FWQL2bDbzraZQLZB4qRn5OopW/1DDlxWwRSXQCTJAUw2ypkYIIrD9l3XMSAQqXFLy/RLjk8VExYucSET50+HNd80Ok9ilTok21ZZvWMrGxOxsAReN2cQZ0I1Npss6XPWLdfrWIL0h0jRb1bF4fzxZFUZRSQYWVoihHHfWqAz+/BNSvYaNFqck2+sPRGaNWqz3WYzGRQChd4DKsbXoFt7I+ACe0AOpVBXYfAJrUBDbvBd6YCBzfxE4UPHEhsHanjSIN6iaD7Nk2bS8+GujUEFi+xToEch0NKXYnAp3q29fwfKvE2L91KlrBwxquuEhg8irgA+9MqhyIV5FUq2Bbf1VQpm+0KXpMF1y63dZatapibdZv/gVoXhm4uKUVKJ1rAAObAiMWyYBX5qPiMfdnAIt9RJWvEDqnLnBRI7vdq0vt633haz7oApxM1wW+Z1nWlOKTDQf3xcl+r6xnI1mfbLK1WF74PKNKOzOArzxzSA2uDHSnqUgQcEVVYFBlIMKxbcyo0G9JwAOb7STBFDwUjIx2XRpnj82oFk+Z51ORDZIHt1UArqkALE4H7tgLrMoCnk4Gbo8CajL1UyJpMzKBixNzD/gpbN4NB+rSGdABfsgGRoQBnYKA3Q5QnY6F0lZ3BANfZlk3QFJZftBTJc0uJoCwCpHUumwRIi/LOtYs3SD//yU1S9XEGv0KAB3luNniKEgh15OiGsDKAG0xXxYvjUW4bRLBlOiJRvnCth/FejOJXLl1WkxR9JMBavCmEjKqN0TO+dc8zlNRFKWkUGGlKMpRxzknAA1q2IE/cUJsZIoDaUaVZnsc/36ZB4ybAfRqC3w/C5jlec4L67Ou6gO0qA3sS7Kpg+t3AMs3Azv3Aac9C1SLBTbstsd5ejBwWU/rENi7DXDXaOCbO4EWtYAd+4BBb9rJgvu2BqYsB05rZa3UGTFawEIXAN/9C5zfEagbD3xHweYRC1FhwA0nWuFVScQgX0sxttkzoS4NJx491Qq4l6YDi6SW7OqOwKMnWaE5cgHQf5w1s1iyC9ieBHSsbgVnhTCbNuhGq8hP64G3/gVOqAl8vxZYLOdF+/XXewA9awLL9wL/JQBL9gAPtgMqhQO9awEbk4DPfWqxGsYAj7QBBtW1ooui6tNNwNv/ASs9yuOJFsBlde3gmpGsG5j3JnSNA4a3tOLqzY3Amx7xvDXDCpVqYVYQ/j97ZwEmddm18d/MdnfBLkt3h3RJg1iIIGKL3R0odjd2J4gYqKgoKNLS3d213T3fdeY88+2w7CL6+vq+ft/zu665dnbm3zPK/977nPuI+HJVqGgUF+qLLNhXCkfL4LscGC4R6g4zn0x61MohuwKyKuChKgEa3jTxhdvC9R/W/kEwqgTeyIPpxXB/MMT56D6XFcNFVUSVECbCS+ZcudQZauGAtlISKK6OKReUPxDI98vHlO+leZX29TaiR0r4vGZKH4P0PZ3l1Wf1vnF0ppuyuXDjSN3oVVYnr+Wbn7Le/wpdI3iGmWP5/Hd6r0TwXStlsMaN+tKUDHYws6y2ViPEcs1rzb36sGrISHGTbY7bE8EeYn4XMWeFlcVi+XdjhZXFYvk/R5ln1pInKa0UvvtN3agflsAKr252caqul2743+H60+Dm0yEwAAqKYNpSeGyqiipBBNtur/6mNnU11EJcqFFdYecRaJyoM7BqR8PZHWB4Ox0QfF5XWLUbgvwhLhTapcJDZ8D9X8PAl1VwpVW5C7+mB9zaF2Llz/Jy8+iAwU3hw/Ng4Jva9yXc2RtGtKwUWQPeVcFwZUd1xorL4KoOsC0DPjaOlMyzemMwhATodXxjDXy9zevcYiG3DB5aBnGB8FIvWJMGaQVwmkSyAaelQn6i9nD5VOgcKRF+wVX+1WkdCZ91hwZyB+xSQSMpfj8ePlZUCQ1DKgfCNqkS9XZ+AtQOgOIKuDoZXtuvokmYnwt374Xn6miJoYiSconMr4B30mGa6Q8T9+qKA7A4CJL91L3KLIdJ2fDoUUjyhYmJ8GgcPJUOU71mYCX5wHtx+lOOL6NcBwsLsr9oZ+U/uI39IKOa2sZDLviwDMb6wnbzvIMfpDggVwSe9ITJgg51s7z1qZTHXeo1LLcmOpv/JnyM2BBh5UF6nB4z5Xj+prwu3Ctc4qh5raFZ39eU9Blj1l2CJ4LMmwgT1x5uQi2CTJ+VvzmOTDPsVx41scmUHdY1g4yrKwXEBGy0MtuXskvBz+u9P1pSarFYLH8UK6wsFsv/Ob5bBMuGQqv6EBQAocHQqx1c9Sz8tPTPbVN6tcS1khQ/GQo8rCN8vxz21GANfDIfejXVGzm5gW8tpX7+kBgBWYWw46gOApahuSJgOtVXwSbx7BJgcWN/+GIFrN57vKgSZOCvOEri8Eg5n7usrQxSIiE8ADKNwyTvCS6v59eeAk3idL+hsl4JPNJXZ139vBOaREOtUJ17FR0Eu3Iqb0gbRsIngzW+3J02KG6FhGfUg1fXqICK9NebWBlSLL1t0/fq7Ko1GTC1SlNOrziI9lcnQkr1RLC9vB2+r5LS2CwMVokzGKcCbZ6Xeyfslmvn0jj8PfmVosrDpDTYVgSjY2BnMfyUpSmBIpyqsqkYUvy0ByvJHy6Ign1lcGoQdA9SsflKPCQ54bVsdV8GBUF9P3WbJI5cQiY+MxHrR10wtwSGBGgfW0YFDPDX16qKoKdL4bVSLeMTkXRpKfRyqmP2sB/sd6mrtcvr/KTFbqKJKp9nxE1N4mqOKY8TPV71a9XQBFTkGZHkZwTNQjPId4txljz9UUVe25DD8a0iXjqaVD+JUS83oRNbjRCr8BI9v4fLlCfKA7OeZy6WN8XmtUBzfCLajF53v26FlcVi+XdjhZXFYvk/Q0oCPHsdxEbApFlw71gVMyJAosOhRb0/L6w+/hX6t4bwYMgu0G3Guu2D6vloPgxoBf1bqSsmYqpcHJBCTffbm6k9Tskyu0nKv6THy1ddK3GURIzdORjGeCa3VuHDpdCjAcQFw94MFUoistLy4Znh8PoiWCouzXyoHQ6h/vDAz8YxidVlc4o1rl1K/0R0ybaEtUdhi2xTZmblwkJTmig0itS5VplFmiLoKlcBJQEY+wp0gLBErw+oBQkhkFEE+wph0UaYtF33mxQEA2vDthxYnA6ZMhPKqSLno53w2MZjz/Xa+nBLI4jx0ZtkGSrc2yQUXJwMN9WFfUXwwl69eZ5UQ3T+kjx9/B43HdQQi3FR+tkk+sGEGO21CjaNRvLjkVjt93ouC7aXqZiTCHURTykSxBEAPxsX87JcuLMc2vhCM3G3wmBjGUwogAVVesW8D1EE1K5yM7NKItad6l6t9hJW5xhB5GPK8tYZoVUdv5mYdXF0BkhUvOk/EvYbMZJgSgy/MuEVYlZ6qi6dRhj5mfCLL01/V7gpQfQcVjtTdhhpbjTE2A02yxUa4SOli996bbeJee9EgRiy3dNMKeFn5mewOXcZPjzN9JCVebliTrNcNa19FovF8pdihZXFYvk/wzVnQe+2KnraNdab/jJxTXwhIwd+NBnR4mLVTYSdB6HIK5da1rv3POgp/VaLYOLXle8t2QKdboOHxsCwTrBxL0yTu1S5yTT/Jy0tM4l/7eHR81RQPT0dVu5Ut2tgKwj21xlXUronjtW+TKgVqbOpvlwKrWtD0wR1n3xq6uqXm+eDcMMXUCsCftqk/U339ofzO0DDWGiVBN0mwpY0HRzszZS10CtVxZT0XCUGw7ID8L0p95PZVGd/Be0SYFM6HPIabitx69JT1ThSy/9WH4GhdeG3NPhmp6772xE4tRYcLID4ILitNeSXqKB6cT182huaRKhAemw1lDi0H07KxM5OgXXZ8JHX3fXoZHWPRHy5AxqkzK4cwn3hrvoQ5guJAbAoEx6VRqEqyM314GgI84Hv0iH/d+6wReDlVRgXzfQ7BUlaogxJ9jFlZlLW6ICzwlRYzSuCp7NgQoQKK1nXfB3cSPjEHfnwVAi099Nt9PaHT3zh7jyYXKyveVWTHoO4Q5eUQh8n7HTBci9hJWLIk6nhMmVv3oSZaHO5NA2MKBIHx9eIJI+wkorIu43TJGWC55p+rBdNeqDH8dpvtrnWnKOUD1ZFkv4CjNjx9GiJAGpmPo+8KiV9Y0w6YZkRTB53ypt6JkjDzwiwM02/lnxv5COVysxfTZ+ZZ35WmbmmJyqPtFgslr8KK6wsFsv/GaSXSm4sw4zzkl8Im/fD7OXwxCQ4nAGRoTDlAWiSApv3wqgHIMtYBIM6wpXDNNChQRIslNlPXv1Y+UVw67twz0cqmoS+LeHZS1Qo3fURzFgJ95ylcezyWpt68Ox0dT4e+EL7p75fBUu2w/JdOgdrdzo8/BV8vBBaJ8NDZ2q52cMniGwf3gqeP1t7uH7ZAhd+qPHqsk9xu6KDYWAT+HmrijQJtTivjQ4T/ngl9HoHQvxhb7aKskJvFSAOQzH86jVs2ENWMZzxLTSIgO3Zut6di3SfHuQmX0IvZCCxODoFFVqiJ2IsKRhSQiBXhhv7wYhUiDdpfH5+utzjbWBDDiyXhh5gaSbUD9GZVrvyYLc4hg54vXVlXHqZCZmojiuT4J46uo/z4uDsDb/fa7OoAM6JUJdMgi32FkHrANhfBpEOiDJJgfK7hxdz9XMbGAS/FMHcalSSuFMjAtTRKjIOVzc/6OMLffxgfilcm1+9EBAX6fNqRKEMBm4jZZVmgK4IEw/xpo8q1iTp3WXcowgjTkSk3GmcIwmekCR5GTc21oivECO+PMJK8Gq3c4uXU00Z4gKv9yQyvZ9xrOYa0dPX/AwwJYbGQHUjqYNyaoGmT6qqsPIxUeohXj1iSV69VOVGYIlzF2xublxmufwq+7JYLJZ/F1ZYWSyWfyzN6kGfDrBqCyxaA698CW0b6fwqET4SYvH1fJggQ3QM3VpCa/mzvQs6NYUerWG6NJHIDV1dLe8TEeRn+pYkjl2CKbyH/HpElXDDaRpGIe/fcroKq7RcaJSkN3ZH5U/2sjsXvPcrvOd1/Be/Cd0aaWS7RLALq/bC6TXVcXnRo76GWuQU6Wwr6f166zdonQTNE7R/6s2RMGMTjJsK756j70mohZQFTlwIGaYPS8RRcjg8dirEBMETC2BeNaLKgyzvSQIUvEWVcKnEtDtUZIiAkkCJrCItBdydB78dhe7xcLgQ5h6GVhEQInPG5MbaqT1aEztA95m6HbncIjRWZsLYJfBiKzgzUfe1Iw/mZajwebuG+VIdw9StCvWB02NhXQcYtBb2nWCK7uEyWF0EvUIg1h8KHXDLQYjwgftitazzYDk8YcSfh4l5+qiJr0tgTw48EKzOVZEZFHy1v4qs8wJgTTm8+AcsliIzcFfyPOSUvE/raTM412UER33j+ogIq2Ni1X2NSyViqti8fsCsJ1+RNSfYdw8T0+5nnj9q3Czpx7rHlAkeMg6YPPyN6JIEQW82mGOQY99czX5EIAVX+d0zGaHCiPkiU7Io4stkurjPZ7YRjBaLxfLvxgori8XyjyQpFiY/BkkxkFsAz0+C2jHQrpne+BcUwuIN8KbkUBt6toGGydrHJIEWFRXQ00tY1Y6FEuP6iPs1ui+c0QW27oeLn4U0rxhzD4cyVTSJGDto5jnd/D5cM0jnT730fc3nUFgCP0vM2Z9g/g4Y0bbSscot0sfp78Jzp8MFHXX7PaVUzh/qRGowhsS0yzBioV99ePBULdPbnwWDGpib8QHQ9Z3qXZ2IALi8lTpL76w9NoZdEHF0SqJeY6eESfhDUQV8tB1mmV6ti+ZD22iNXhdxtScP6odC/3hoH62pgMESTe7QuVZj6uixnBIDXWPUoXIj8fmS5CdNRV40CYEJDfRYHtoO09NhhAm9kM+qcbAOCx5fg3hM9IW36miAhQi+AyX62p5yuDwUAqQssAJyK2BVTbV7J2BlGZyTA10kHVDcPOAWCRIRMSrCNOCPCSu8XBtxiXKM4xNihJSnzyjQOFW7zOMqr/6jEOP+iFt0vxEtIkYmVhOB7o04YXL8xWbulQi5MiOOHjECTZCq2SOmRK+6r7xUq64w4qi6iQclZmDx6ebGRY7ZXarpVfInZYBS7bvO9Fklm3P4k/+JWSwWyx/GCiuLxfKP5ILToGl9FUJRYfDwVab/plhL33YfhXPvq1z+nL7w1NXaX+X0hdx8M+zUhCAIG3ZDZq72Nq3fBSN7qGDq0AhO7wLv/nj8cdw3GQ5kaPng66ZZRaLVb5chQf9GvhXHJVOHEs/xKlcUFuyCM1pCgC/M3qwhFW8vhas6Q0YBTF6ly4moahitAiZR7qwN3u5cVR7oqoOD5Wa2WTRcNOPY90+rq8mBcg19KyCzWHujmkYdu/1laZXCbbLpp5oUAi92gLgAeGyD9ioVl+vPQB8VXCLSnt6mLpK8NqGau/AHGsCp8rlKf5QTRqyCVnvhvlRTKmm2IzQNhFr+sCgPCisgzhdqG0GVXaZCVJyuFYWwrgjWB8KgEHVM1nqJKum9Oj8Mcirgg1yNbj8RIgzmeTmf8ryfv87bknVFMNR1wl6Z61VlXRFDjR1wRBIGvV5/zJTllZrBvxImsdWUzHli2G825YDfAW+alD8pF/zECLIOxnHKM697jQNziyLZtreWlnCLnqb/KcisK4mGDUyflUe7+pg495oQYWS+lv+7fHtzk7LcCKsfTWDGUJnxZfYlyHdRPgpPxkpBldJFi8Vi+buwwspisfzjiI2Cey/XqHIZkCsEVkB5KTiceuP8XZUmjY5NtfdK3C256c/L07AJj1slvPE9HM6CmDDtr/psPMRHqPMj7lb/9noT9/Mq/V1Iy4GHp/IfYaX3Xa8hLABOqQtZJbDvMDwldVDAs3Phk5XqTklMuiDPPQNnl+zXfxBk2PDTCytFT4s4uKurul0PzYc64ZWzpOR5VcL9dd1DBVp+J8JI0g+/MeJpdH24t526im9tgik7IKcU6oTAdU1hUx5cuRQOmrv3BenwxCboFw+zjsAiU4I4armWIErEelXEmfKcgCfUIbMMthfqcODv0uCVQ9BHhgrXU3dsbg5sL4DR0TooeE4edAuB+fnwUhr8kqsO1UsZ2lclCYFf58D54RDmhOFB0D5Qr0uUDzxp3MuT5YYCeEquqRPmlMJXwdDYCdsrYGyhhl8IcmrPy9BpE+QhPUvLKuCeMhVJnpS89kZYXQ+8YhL35D8Vozc5W4SspBUa18ej8aTsb7gRSeL8eKo8RcxcbATOs14ulkwbuMOEXojAwux/i3GoPOuK0yQf3UsnmEPlzWnGfXOYGPiPvAI2PjV9X2eYcwkypYTV5JZYLBbL34od62CxWP5xNKwDa6dqLLn7Jt/c/R1Kg9tegN0H4bd1xzov/TvCK7dCcAAs2QivfAH3jNV+q71H4JrnVGT0bg1HsuDjWdClKVw6CPq00WG/4kpJop8IsEfkrvS/DLke9w2C63pCuNzku2DFPjj1ZS1L7JSiqYTzduh7zeLglm6QVwJPzoND1fQGTT8XOonlIYED22H9Ybi1g87Kmr8PRnwLuV5NPRJI8Upv6BgPn22Db3Zon9U2U0a56mxNB4wK0HS/BYfhrJnwblc4NdEMv90L40ziYnWcnwL3NNFkwGtWabiFNy1D4eGG+nnev01L3L5sAfF++o/edxlw63a4IBauTVBnSsIwpJbO0+f1wmF44yhky7DpGo7jtmi4KVqFXGiF9pK5HPCliEOPqvgDtPeBSWFaXid/KBC3SsoDbyyEL01IhpS3fScjBMSJckC+S/u/XiqD2HIVRSKSHgI8VagO4z49ZHqrPJWU4iA9ZUroPMh7o4ARJna9yESYS39UrBFni8y2vLnQ9G55yvKeNL1NYoS+YMoMA8y6kjL4e+EhN5kkQylvLDTO12Ej2hqaUsMU08MloR7SRllltJnFYrH87VjHymKx/OOQAIZNu6GFNJBUQH6BCp7rn4avjENTlVnLYNR98Opt6l69cYe6URLyEBMOs57XniARahm5EBoEE7+CIZ00wEKWk9j2wmIY1hk279OBvmd3UyH2+GeQIzVI/yEig+CTi6FLqoZTCCIs48N0mHCfBnDfAC3L+2gZvL4QJvSD2GB4Ym71okqQXirMDXPvFBicClF+GqveMhZGNIL3vZpYRERdOOvYv9rd2RYubAwbMtWpkjlYIkZk2z0S4IYWKrT0oCHa87wG7m8KMf4qeC5LrRRW7cJ1plVGKVyxAY4awddF5nj56D7luE6LhubB8No+FU4hPrAsD+KdUC9AS/H2llQ/PNib5gGaNChiQ8oSA2XAsfSTmcCSP0pbX00czJJZXw6IdkCGXA8HNHLC1gp1iNzBEkYdSQy8ODa3OWCtDCyWYcQudYw8uIwokWCJVCkxNK9J+d6DJrbco03PA642QRhyfeWjGGIcKOmhKjfJg1VZYJaTFEAfM1tLXKQMI4wSzOt9zPpTTIlie1PC510GiOmVSjHrhJjSv+ZGtBWaaPZSczxybFZUWSyW/wassLJYLP8YLjsHTu0MpzSHsBANjnhBYsaLNBlwoWeKaQ1IYEVKvMamJ0TpbCmZnySIk1VWoj04IqJS5U5Q/lJ+VIMsSv30ZlQedeNh4jUaVy5zsKT0UIYGP+Gdc/0XIs7LhDOgRS34cgVMrsbN6dsY2qdo+p7Ep8uBSsnfzE2wKwMGDoFgP3WqxnWBvvW1F0rcvicGQaft1fdW3T8XHuylgqSpBEuUqqiRGVhS5lc1pt2DZ1MNwuGK5ho40VPupMtNqZ4kxDlVyF7ZDB5aDtH+Gpv+jNyR18CoZEgOggCJKy+Hg14NSC811+AKEQTSj3WPUReLc2B2JgwzwRfyGacEQLgfnLsFkgPg1xxIlvj3KNhdApOrpP2dFQEdg2FWLsw2InRyDvQKhtq+WpYoJYSS8vfbSQRPNPSBkUGwrxw+KdRjnlsKB6TPywHrpZy1BLrLbLVAuMkFHxVDggMWVmjce7iciyl3DHJBZ4e+P7MaQSjuT7HpsfrAqz/J15QCeuhmtucyP+Wjkr8XvGbEjJxadVMApAzvdQnhMIIsySQOfmJ6pOp7xZ9LyeB0EYNGrBWZckXv/3wXGkct0iQemr8VuLchzz3lqE6zDYvFYvlvwAori8Xyj6BHBxh/lTpJEcFwJEN7rHx84dWT7HHath+OZkHtODicCVk50LGx3qDJDWRJufZsHUiHKcb5evsHdalEiG3Zr3OprhmuA4ejEzV63S3GPPnOv8NZp8CA1rB4G3zgXYNVAxd0gxfOg0hJMXRB14awdh+sq9JftSsd8oq1BHB3Fox+T8v/msbDDb1gw2HomgqJ4er4ySBiETky60tEQe1wOJR7fHT64gMw+FN1ur46CzomwtFi2JwGP+2CL7dCQjAMqw97c2GmDEvyIjlUHSgRQnJ93T1wFbo9QXrB5PodKoJXtmh8+iKxZWqgT6wKqpIKfTxvBifJ5xfkU/lZSt8UXjfjozbCMw3g6iQTpy+9ZdIrVKAPYWM5POJlx0iAxQUx0DhABwGLszUiAobtgO0lMDtfxVScE4Ilmt8JU3OOHQxcHSJk3o+Ehr7qusg/xO8VwrYKGJIDE4JgsD+MCYJA+YxcKrZu9NfPTkStiHk5xTJzvu7vr3GYRGh4fwzjzAyoclP6N8kM5C0zqX/eVYuLjQjzHuIruSMPG8erSgDjMfxmotXjzb6yTYiF9Ep5PiO55htNCZ9nllaQCbqo+neRQ2b9AK+Uwl9NOaTLzKyS/ZygatRisVj+Vqywslgs/wjEbZLZUlJ+53aaHLD3EHx7EuLEw6F0GDUBzj0VmqRCXgGEBkJwIMxfo6mAa7fDnNVaWijIDewHkvNsWL0dTu8KCZE6fLhEQiLS4K0ZesNeP1FLA7s3g94tYdFm+EbuVqWUKRmeukBF0pD2sOsIzKnGnWmUCM+fD9EhkByhQlK2LVpE5lWJU1ZdkMUVk6FzXU0JXL0fhreEl0Zosp0Iryu/gJfP0lJB6cc6kAVbD2sc+6/jYPNROH+Kul5VETE0djr0rQO7c2ClSSCQcr5PhmpZoLhXt/wKiYFwdSvYnAmxxulzu1MSY19iEvnKYUu2Cqxvd8MdLaB5JOSXwTW/wY+eiLcqzE2DQQm6vW8PQo5RMbKP8VtgfAMtBZxYReBJyMUbB7QMMNYX8irg12ri8715sBaMiYYgp4qhw8UafpHgp8JKnkf7QLYLyhzwdQHcIQ0/v0OYA+J9NO1QZlfV8/qXWEIqRFQFmuVynNq/JdrPx6XDbqVMr0jKGl3q9swuh0YuCHbAL67jy+qk1M/P9CcNNaV+0vdUlXCTpidfSR8TUDHZyxUa8jvCqtgEW5xtBM8C05sVZEI2gsyw4NeMyFpvyvuOGLE1wJT3LfAK0+hkPltZv6xK2l+0WU7es1gslv8GrLCyWCz/CH7+Db6bAyMHQV4RvD4Vnv9QxVFUOGSeZF/Ltn0wsCs0qwvl5fDW1/D+dNjhGbjjhcy46tNOwy5+XGKi1A/BafdB0xRYtQPaN4SIEE0HfPVaGNRej0/Eiog2iWwXB2zZNoiSGUhyU1+sP+V3ITYMnr9QBdWrM6FTXegsHfpysyw34BXg9NEbzLmbYcnO4491RHsVVbNlWLJ5v2Gsiqr8Yu212noUbv8W7h+or686CMv3wm3doagU2teCfg3hixrunrOLYVqVaHcZKFwvUl2UqEC4pCU0DYVgX+hRC4oledAsK8JLboQ/2ALPr4EDximqGwrn19P+LCnPax1Vs7Caul9j0UsrYGaVgIgZR/VRExsK4Kbt0D8SFufCPC9h1SYEnkrVEIt798BvudAkUMWg9FyJMBOxMDsXlprjlmj197Lh0kg4WAbPZuoyPQPhuTiI9YEvcuGeDI1R9yB9UwuL4fxgFS3nBMKDubruwyGQIP1aZn9Ly+HNIthfAaN9oZ8PzCmHSAmtkGtZpoJjboX+Xp3IkKS/gUaYrK3h2rQ0gRTSzySj3941LpKk8Im56awyoLcmAs22goxzJSV+aaakT8TTq2Zb3UyJ4FdGWF1s+q1cZj1PVe0Or1lcVePaq1RrWiwWy38cK6wsFss/gtJSdatCQyA8DO6+Epath4tOg3ZNYcEquOoRvZE/EZLsJ2EVErUuZX9Du0Cb+jpI+Duv6PWGteGt23VGVu4gOO8hWGpmJh3M0Mdlg+G+88HfFxasg/YN9MYwOUZvBEXsSQpfopnh9NsWmPobDG0Hs9fBj8ZauKAn9G+ppX73ngm7DkOkaYJJz4GgCi1x23YEzn3t+F6orvXhqbO1DPDMtupObTwI09fDeR0gNgR+2gw7M2BHuq4/8WwY0kzLA0VUSfiFuEdjWmvy36YTCBRvDufDvlyoE6bbbRcPefl6beUa+AboEGMp2xOHJr0IJm2rFFXCnnxYeAR6JcDhIph1ALrGqciafUjXFaQU7+PO0EbcwhxYmF75Xm05fgfs/p0AkW/T9VGVu2tDWyN0H0yBQRvg7TRoKHPPHPDAAZiRfXygxRPp8HaWOmDSXyXn/HI8NJcBycAVkbCyBD6ponjKTZCGHL6UBI4IhK+K4KwAdackCENcwma+sNsFKytgaYn+o+0pNezphJd8NTlwcwWM9JqL5Y0IpqXGUfrROEPNZHaWV2z6ACNoikw0emeTAlhujrHMCCZxsk6U6dHUCLB8I8jkP8fxErZhSgzPMCKrh1l+phkOnOLVgyXPPci8rQNe86wsFovlvxkrrCwWyz+GuCi9yXVV6CyqYb2gp8xEKoL+naFbG5gtd5AnQEr7nvgQ7rpQHaVmdaBJMjRO0XLAbBNMIH1YIUGQk18ZeuERVh5OaaKhFyL4WteHrHyoHQ05EkZQDimJUFAMGWab4jw9/pVGcsu+GyTCuj0qbESUiLCReVEOmf9kbpIlzEFu2KUnTPrLkqNhqzSfeCFulDhQuRJc4QdxoeoOiEPV72UdIrw9rVKQSYmhlPDJHCtfHxg/A67pDM3joWddeHk47M+C5nHw83Zol6AO0V0/w7oqLpFs8reD0DlRyxUlmOLe32BIHWgUCS2i4XCBiqoHFsPyo7CjirsogvLSBdA2GvblQ/8keKiNCisRUBcugG250CUGOkXrXKy2kdA7DqYdgHNqw6MtVMg8sQXeMTOz/ggF0vcl5Xc+0CUMLoqHOdkwfJsmB0ovVU2kVVEaTq9rI+JJ+rmqsq4UKoJ0WXGzCsQVk3S8MhgoISNeqXdFRoyc6w+FLphSqoKltcOUC7qgjkOTBHdUE0AiTtaX5rmk8j1g+pZkVtRFJqVPKjt9TTngIdPHJOJI/iZgKjfdgq/CCCc5pupi6FebckNZRv5zka+LXLrupizQZQSe55KI4MKU+J1j9iOCz4P8vuwEn5vFYrH8N+H5/7/FYrH81/P5T5Cdr3/J37YHflygwiUsVAMmpIfqZPh4BrS7UNP+AvwhKBBiIlS0eVi8Aeat1rCFZZvg5xXHb2fGMj0eSRYUJyw2UvuWJB0wSVwrkzB4qzSdGG47A8b2grM6w4uXQc9mMLIb5BTB0h1w84cwfxNkFUB2IczbBGm5KuBW7YFdxklqmQyfX6uP/dnw6xa9Lj+sg0VeNVOSDLjt6LEu17S1sHCXCrpPVsCk1epQSbiE3CxLad/ABlArDK7vAu2ToFMtuEvujqvQLxUuaaP9b3INZDfzDsC42fD+Ji3/k+CKTZkwaStc2hRWjYSpAyDC9IqlhMBbPeCetlAnFHrFQ4xJ7esUAx90hwCnulFSLhghIrIMduQbxy8Fonyhlj880wzOkHlYhkhfeKUZfNcehnnFx0nflGzTwwN7YV+xClkpNZSywFnN4PPGUPd34t+9kfO/4ShsKoH0ci0FnFpNfd7z+TAxH9aXwYt5MMMMbb4iF67Pgw+KYFk5vFqkoRrPBcH4AHg4EG41xzNPkghdWn630gV7fmc4lPQzPW6cJD9T9ue5JA2NW+RjEv4KzPve7XZTTELfJyb0wjuNL8wMH95pEv9mAE97uWsJXjcdcviBXiJKXK6+JswiwMTAWywWyz8R61hZLJZ/BGcOgA+e0iTA3fth8OWwR/7ULjHTrWDOMthYpQkjPhquHaXCZ94KaNMIVohIWqLOlbgw4gyJa7NsM2R63QBLjPr5j0BitIZRSD9WVWSuVYVTbxAjQiErD+IiVYy5vCwL2caUOyFcBuOaVEN5PSkKHj0Pmkgzi5Q8bYaZa+HXDbDpgIqVL5dAQgTUjYUlO9TREiR+vWdjCPKH1ilw/huw8YD2b1VFHKyiMnW0hMxCGPEBNImDJ0+DOdfA5BVQN0qDMWSA8KXtIMyUwRVL2l4ZFFfj2vRI1hlO7tI2B+SVqjslfLARMosgPhim7YA2MXBOfRV5PZJgWKqKrVtbwRBT//V0Z9iYpr1lsm8ZAhwfCOH+sC0PLlqqTtWyDI1nf6YVtIuEcF/wNdf7sWYw86iue1kynJ2gN/TvtoAPD8CWPLipjg70vXELrMyFvcUwKQ1uqqUlhRJMIddMxNqIGFhqRNzJMLsQWslE2yq43StTHhchw4tz4dYc6OkPX0dDRgXckwufFOtMq/5+cKUvbKyA5k519sT9amYE4RoXjCiBZIc+/700QhkeLNWOZUYISe/VNiOIWhknyR3dbsoHmwCjjTPlb4Ik2psbh0Ym7e9T89p9ZtsHjEDCLCdOmOjcxcb9ijKvy9f4qHGxLvOKU/f0X4mIs1gsln8aVlhZLJZ/BHeMg5BgvSlPqQUJcSqsvvlVH9Xx8LVwRl91Uq49F0qLIbcAxtwLS9bDo+/DPRdp+d+dElVmqFcLhnWF7fvhhxNkOd89BsIkEltSCqWMKhgy8+DXNTB9MfRrCyVl0DgJTmmgfV3lZRpEITfZHmHnQUSSJB7Ka5957VdcKo9T5Y3sV3q46kTDmxdDv6dgdBu9RrM2Qpva0FkcpS4QEQSZBfDFKnhnoTppF3eErnV1+cu7QMcX9LkEa4xqqWWFIkAziuDXHfCwRLpVYcF+uKAFJIRAdhHc/qsujydaO1Mj2kc3hh93a1S6uFGS/pdmkhe9nUJxqcY21HJJERIi0qbsgqNmm0sy9PFKOxhTB0J9IadYyyxlWXGcIv2gcQisyqksOZP+LHGoLqqtaXplZVq2+FFT/X1TAVy9VUWEpAZ2D4EGgZpguL2GuVQ3x8HISFiYD08chjGREOCA9zKPLw9M9YV3YnXm1ZIi6CafnQM+zofeflDPxMMfrYBX82Ckie+PdsIQf3i3BG7217K/SV7fGREyB37HqcLMjpIQiHIjoHyMOHrVOFhSaugyYRUSXiFZLVJV292U68kui0zflYhD0Zkeg3iU6c9ymGXzjePV1YgtXxNgcRdwvenV8jOCSx7elZLyXMpYLRaL5Z+IFVYWi+UfQXqmDrOVm/DcPFhnhr9WR3ioDhBOMCESsk5gAKSn6+sNklVYTfoRpv6s4sFTKid9VZ9MgPpJWl543fPHhlp4k5YNybFaQjdrGWzao6Jq4x646Dl48hI4p4f2Rgki8CSWO18GDpdrud+0ZdClKQT6w+AOMO0uGP2sDhyuiRbJ2jOVlqfBGbIdEUoThsM5HfWcpe9MBJKIGBnqK8EWMiD4iu5wQUd14PaYIAtxmrzdKHm+8iB0TVFx8+VGuOOn6o9l1i446ytIDoO5e/XcPIhweac/NIlSESlcPx8Gp8CaDPjJzOJ6di3EBpoSv2JNFZRjklXe2Q7jTchH60i4vjFkl8C5ySqqZB8RAXC0EHbnQkvpN3PCW22h30J4Zz80DIbT43XWlIgvERWy/TAJMgnQ71WCP9yfChdv1n3V8oNzYuCIiNwqJaay3kNJcHGUCi9x+lqKcxio175HMFy4D7K9mpDGhOoycnlGyvmVqft0XRgclmsvgtYBXWW/UZBgHKojElxRBu+VwA+lKorktT+CuELPGPHk8HKVSozbVGqeZ5t5V55RXi7TjzXUvCclep5sGKcpGRQ8LXMegRRoRJiUBbYx60hZ4Z0iML3SBeU/CzkfTz+ZuFuzgO//2OlZLBbLfw1WWFksln8Edz6tTo8II3kugRKvTYC6tWHix/CFufE/pRW8OUEFkkS07zusQReZWZCaAOt3wCwTnS6Ii+SNDAJOiTM33sEaaiHJZB7k9XBxZ/Lg2pdg3FDIKYCXvtKgCw8jusOoXhAdpjf/4pAczITP5kFKrIqtJ7+AKbfoHC25KZXY9jZ1oYf0BNUQgRYfDp9cDUkRKpjW7NPZVm/MhtNamSQ+H31fhJMIFknok5tkcYFEbImwkEh4KTH8dBVEB8FL84/tw7rxe7iio/ZIvWzmcHmQaPXbu0KDaPhwDfyyE9ZW46hJb1VcMBSX6/PEEJi4Gmbug9QwiAnUlMDdeTDGDGS+uTn0SYQQX9hfAPd7Yuskba8DNAnXc/H1crrkM0krhcn74O5GWgIYIyEeAbA9H+7cov1TY5PUMXt2FzQJgqtq62cjpX8iFIZEQ5dw+C0HDpTCS4cqRVb3MFhXCBsL4a54GBsFoT4q4uQweoWqWJVZUwOD4Kc6MHo/7DRCUxws+aqJeBIxJqETnsu9tBQ6yLwqH2jtq1Hr8lnI+b1TAH184YYI+LAYnq/BPTsR9UwohQgap3GXso1rtMO4Rj5mfpXXfGQ3h0z0unCh+elnlr8fuAp40aQIevdc/WTKBO8w+xMXqoNXcEW2+bnMCKo1J4iCt1gsln8KVlhZLJb/ahLj4PwzIDcfRlwLRaaH6I7LYZBkNrvg4RvgpwW6zKjBUDte3aY+naD9KA2pkBvVOolw4OiJI9nF0QgKgsgQLeNb75UwJ/1T798NjZLh24Vw26twx5vVb0duGqWsT276JVQiPR9OexjWeW0vRESPb6VrJDfSItK2V0n980ZSAaOCNXlQyhBf/xU+XqAOWG4hjB8GEb4aTBETCntz4LvV+lwElgjJ3g1UfC3eDTdNq34/u7LgHrEPquGC1nBVR00W7FgLerxX/VBhSe+buAoe7KJzrVrHwoiGcEY96J4IheVwza8w12uG2CubIK8MogNg0g597rmeIV7XSsoB+8RokqL0Sh0tgW8Ow7m1ISEAfjii4Ray3rutoZu4S+Xw0HaYZNSDuFRnx0KEJCSK8HFpCIY30b4aYFE/ADLK4Nyt2nclx5EnglF67CTVrwIiRWSVq4hK9YP+EsqRZfrNJIDEASm+MEPmaYXBKf5wqBxeyIUnjdMmAkgQ0SWnXssJAyQl0AV3BGrYxU+/10xVhV+NeJG+Kqm+lK//a0ZUrTCDf8U9+tZrHXGWBhmhNd0cz2fGgepshFG06Zk6aNY9z/RKlZgUQkkEvN28JimDLYxzVWhKEtNML1UNI8ssFovlH4cVVhaL5b+aVx+Gru20XCsmCp54DR66ES4/V2c9FRSAn/Q4mR6VHftUOEnww64DWhLncWJ2nsQdXNNUdVh2HVFXSUr0PAzvBu0bq7g7uxe89wOsqzq11PD5AhjSEc7oqqJnxyHYLXe3XuQXwUOfwYRz9cb126XwxkzYdILjXLsX5m+Bro1gyyH4cW1loMXszdCxLpzTwbg4+XDOG7DeS7jI66e10NLAb07SIrigHYxtC6sPwv2zIESut0NLIP2dKthqYr4EapRqiWDPWtAtCcL8NBhCeslGNlT3IzIAZuxVh+ytaso85fpMWAvjW0KmBE3sgnbhEOmv4umTPbCzAPovglh/2Feo64T5QqswFXESpd4mvFJYXbMZJh+GyxKhQyjMzYbZRgh5kCHBKf6QWaYuWLsQeDMNWgWqEJqbB6eFa1nfimIILIckGQJdAZu8gkREbLzoFTM/qwiSfCC/QvumJhfCbaHamyRiMtEBy8vUzRruC3FOdZteCYXRubD8RMOkqiBfuxHAS0ADM7tqqhE4whdVlg8w6YGSJyKGm8uIqyKzjYeMoJpvHC1B9Hld04MlqYGmyvN/49WlbPBZk0woXzv5CCQr5k8YcBaLxfJfixVWFovlv5oGdTSYQNIA6yVDx1Zw4VkQEa5R6QEBEBIKrz4AY2+FN6ZCTh7ERsGUGccP0/09lmxQQdausToRMs9KOKcv9BXBIg35wTpXKl3+bF8D4piNeQo6NYZmKfDLanWUqjLxe3h1hp7jySAi6sI3oEM9FUlHzM36nUPh1kGaPCglaTJTS5L6tlQRc3I9vl130pfD3T804VRNC2yZAGsPwydroYvM/oqG15bDkRMk5kk/lAjVqEB1uGQGmThDUk4oEfOS7PdeXxVoIqwurSGIRJh+QB/C6bWg1AUH5Zo6YIO5DiKg9npdZ4lln5UGw+Iht1xdJhFI6dLn5oJfMvVR0+BbKf/bUqSlg/tLYGEubC+Grlv1H9BiFyyIgmQ/2F4CmaXQyB/WF8O8aj5vbw567fC1AphdotdmW7mmBorgkn20cMK4QMhyQbgDOvv+MWElSJvYWOMyZRjB4xFRnh4nD2FmuWLzvgmtdLMbuNoIqwNe25FK0Ht/5xhE0HlVdlosFsv/Oaywslgs/9W88hHcNk7DKz76CvIK1C0RoeUde96/GyRLqd8RmPaLlgX+GTJzYM5KaFpXSwivPxcOpsHT12q/lDhY4oKJW/PApbBgDfy0FA5lVDpCZ/WAuonw9QJYukUfJ0JElfRdyTwriWL/eA5srdrs4kXzZHhznJYr/rIexr0JV/WBqJDKmVrSf/X495Vu1skiAuryzpo2KBHsjw+GlEjdjggh4WgBjPayOYJ84czGKgqmba4MqhB25cBNc2F4Pe2zGtlIBVZWMTy2HNpIxLuvpgR2lSHDXjfrJ+LHQ/D1AegVC98cgMUnmGF2wwZYmg3jG8I1qdAnGoYv114sDzVdJhFjUv7XNhg2FMJBo0BElHnEyMeZ8EYyXBOr/VPX7oe5JnzkrDDoGAg/58MvJwgkETZ5lfhlm4sg+7i3EJqL8+YD6RWw6A+WAnqQTXpfpgEmqU82N0EGPZvX08ygX0kEFF0+s8p25DR+51QsFovl/yVWWFkslv9q3pwMX/2k5XeSBihMeAmevktLAUXIiAuz7xAEBcCsd6FWPHz0NTzy+p/bp6T9iaiS7cvg4Jdu1R4hEXMiXMSxalEPWtWHUafC6q0w5A4oKIIRPeHZq7W/6pxe0O82LWN89BLo3hw+nw/Pfn7s/q4eAg+M1t4pCZXo2xL63l+zizW4DSRF6lyq3s2070qi1FOlDsuwZJcmC97QD1bvgzkm7e73uPNUFVYiXoc21WHB2TKE2R/m74bPq3G7Hu8LI5vqjXuzGHhIasS8+GGXPtrHw+C6KqpEjJ3eQHvPcmSWmAOm7zo5USVIX9U11Qxtrg4RfEE+Gg4hjlKDEKgfDOuqGdxblUGR8ESqbuPmXZXCqmpKYN/Qyh6t/qEwMxe6BcEz8dp7dXEEnLsfFlTjYkm1qZx3NZt2I6uMzoNbgtRZE+dK6OEDA31hZTl89TtiK9nMq5IyPM/X6krjTImYvdhLWHUBOpqAinLTK2WxWCyW38dr7rzFYrH8d3I0vVJUCe9+Dh3PggcmwtezYM0m7at6+CZo1kBdpYvOgiTvmLITcFov+PgxuPsy7c164ytYuVmDJcT9SYwBl/S4yCBcSWwzJXUi6kTw1UnQh1C/looqEVnxkRAbAcM6w3l9oFkdeHAs3HbOsfu/aojOjJJ9+flAfMSxvV1VWb8P8oshNBD2pcPhbJi+SsM2PJH0g1vCp1fCvcPg7YugiwwxOsnSPwmEkLCEmBCNXpeBx/vz4PE56oRVReZUCZKw18E8rw7pn5KBweJcSZ9W5wToVxe+3QujZ8GdVdIH/wzS6ySPqszP0IAL6bnakAvbTtLRvL02JMmssAC4Kan6ZaSfanWR9lyJw7VM+v4kqMJPRVeoExLke5UIMVX60QYHwdLa+jjVzK7yRnqrkiTAQr7TQXBZEHwcAU0d8Jr87g9PBkLPE/S59XDAVB/4wAceNf/qNzT9VlLSJ+avd8VoIxNm4TLLnH1yl8pisVj+32MdK4vF8o9k5154+GW45Bx49GZ9rX5tqCiHwEA4evDY+POaEPH1zC0QFQ59OsLugzDpe1i8Afp10qh2EVDys8gIl1WbIC5CBZfEqK/YosOEBSn/E6cqJhy+XQR7j0Db+up2SRiGCLLrzoAvF8AOU+639QDUioKAcigqgVd+0GCLmvh+JVxeAvUT9Hnf5trHJaJFnCURZ1K6Fyqpc9kax94oAX6rIWjDm7cWQ2sRh77w6Cyd8dU9FVYdhLt7Q8MYeOU3eGeZGTxbR2PbpSxR5mpNqWG668jG8HB3DbqYsQd6yT5ESDohNhiWHVUx90epFwKPt4EIf5h5AC5MVUFwyyqY7RUBvyYXTlsGDUNgcRY0DYFGwfBrpgqumjhcCq0kYt4J3UJhVSv4NB2ePFDprsnPS/fAAInWF6EcC6+laBqks1QFpwiuSB9o7n9s79UtEZBgBkZLpPovXp/7aQHwdLiuf1SSEk3fVYIDGvpqymCeS39KemBN9YwXOSHVqcv2Mz1U55uSlSLTSyWR6R4Wmmh10chlZtl5Utb5xz8ei8Vi+X+FFVYWi+UfTZ1aKqRE4GTlwFufQkQoTP0R8k+iEUScIenREsRpkplSwoffw+DO0DAFNu2G9k3UzRJh9PFMeOcbqBWrvVQrt1bOw9q8F069VYXVHlND9f0SmLkczuoOBcUqzrwdqWteh/N763tfLoSjXulxNSG9VfJonAgvjtX+KhFTHyyAjqk670qcp4RI2LgfZsmQopNg3g7o+pKKM09P1ZTVcEsP6FnXxH73gm82wtF8eHYgJMgMJxlkewQmra9+u1e01kG+IiBiguGehfBAZ6gVAn2T4d3+cNHMPy6ubmkKfY1b2CVakwZlHzc2OlZYCbsK9dE1Ej5oCeHiXkkM/opj+628uWMXPFcPhkVCvC/E+sC1CTAnBxZ5uai5FfBlNkxIhLZBEC5BHTIQ2gWFFSYZrxTWeiUFCvvLoY0pZ/UOsxAuDIZokwaY6g/OCvBzwQdFMKMUfvTRGVdLy6uPYJfyvxf9oJdT/7GXIIrtZSCHLVWQZaYsUL6mzaR81JQjSoKfVNHeYkSXr9dQX4vFYrHUjBVWFovlH0vPTnDBWeAfoDf2D06ET775Y9s4nKEpgjLjSsTZaT1h7nLYshu6XaHznk5pDj88r8+9+54OpOmjKnmF+vAg61z+vKYCdmwEk37V9L5bzoIFG2DxZnj+6z93DWLCVBBKb5b8lMj1GyfBV9dD5/qayLctHQ6eIMGwKq2T4NEh6rjcMR3WHIT8Er35F7EmJYfSc5YSAU1itaxPBJFcGnlf1qvK1kxoEavbkOez9kCrGLi0hZYIdq8F9cJh+0kcp7hTYWaAsHzu3n1XnvCLzBJoE6FpgRI04U3HcJ31lVUG9YKgX5TGqf+WrULIG0kCnJkF/SWFUuZUOfRRU9iFzLrybEPcKykfFSGzuBAu2Q9ZXtcm3gc+zIXdpbq913KOD7Po7q9JgNKDVu7Uc3mtUEXRNZKq6NCeK9nsOX5wlT/sqoD7iuASHx087OmVkr8zfGZKWd82vQDtTenfC/IHABNiIchQbHHq2klQiBnwa7FYLJYTY4WVxWL5jyOBEOLi/FE6tIKwUE0CFDdpaTVzmc4bDrddpstc+wDs8ZrpJDx3O7RorMcgvT+DukFiLJw6TvukxInatg+2S7leDGTnw5ptJ3+MchPetqGWJX78swqu4AB4X8oPQyEzDybP0XLB2Wtg4jfVR8RLWmBqPGzap8LGw/5MOJyrSYE7D8OSbRAbagSGS4VHNS1HJ2TCQGgl/UQOuLsfnPcxfLgS4kO1LLBhNPx0GXy3SdP8ZD/icEn8+tqr4Ndd8NZKWOGVbHj3fNiYoTf12zPh13MhRUShuIY+sEZE6kmUbg5Nhve6q7janA2XLYBwP6gdpIN7ZTjwykydcfV1V1iUDhcuO1ZczcmEKyScxBcOFMPE5jrj6sc0GOP1HeoaDs9IGacTthRDA3+Nb3/uICzxcqu8eSsd/B3QJwS6BZtIdnGFyiHDS421k+9Agg4n/qkAPsiGDyQSvgLuzoCdZfBYLuwqh7GB0F0ulEMF1D6v7WRIKaDMj3LA/QEaUNHFCSODYa8ZeiyVjvIdWFQB08QtFSfOCW1lAy7wF1dN/lDhdR5iVj5wUt8Wi8VisXiwwspisfxHuf1auOQ82LwdrrgVjlbjANXELwvh0pHaH7VkDez0TCU1BAXC+Gv0fYliv2wkTPBuJpGb0NY690ncKEHElMzAio7Q5x5Xa8x90KeDJgAuPYmyOk9a4SOXwPn91bWSQIMQcdcq9H++R7M1wv3qoSo42jeAtbtgtmRde1EnDqbcAknRsHw7jHleS95a1YHPb9ReK+mFSoiCOfer8zZ9hd5Mi3v0yLf8IaSXzKPG3M8leKIUNh6Fm0TUBEBWEQxrCntyoF2SCuMk4+pc3g4GN4Cbf9L49XYJ8Ki5a79nLlzWUkVVsJ9eo6JSuEmCMU4iRvzGZhBtSgqbRED3BLh0MTzbGtqlqoBqJWWQQI5EuMdAkzA4MwGGJsAvaTBhMwxdrm7VlTIbLVy3NzIJntkFK0xa4J0p0FBSHKRMrgQGrYSccg2pkPQ/cbmOu3Yu+DwbRkVCmRFCy/LhzQwYFwWpfjobq5kfJIqbVQGnBkEbX6hr/kW+LQKuTVdx826Biq36pqdqSamKKQ89fWFiiIqrABeEusBp3k9xwvdluv6kcphj3KoRMhLAfL7SvyWzveTrv+CPfU0sFovFUgUrrCwWy99ObIyKmfAwuPIiDXbo0gHOPR1eedfrf1C+kJoC+w9CUTVhDpIGOPRSSK0NK9ZBaZXEOhEbBYUQF637kxlY3oSF6MMzE0vK2Xz9YPNuHUa8zysqbeMufVSlYzN47GoVCHe9qqVwz1+vw4vveQPONoJCBFRogBmQW6ZhF5Lqt+0ApJj0QkkFHNJBywWnzNUerabJ8Pa16mjlFEDnxtAqFZZtgz4iMsJMiZ4k7QWosBFXTSLZW99z7ByrhHAY10tfe3OuuhUiaryT/uT4H/sZrummokwCLDyvX9yxUoCGBcDqgxAXCJmFGpQhyYYiHkU4yvvd66iwur9bZVrg/d3hl12V5XLyM7cUksNgfz4cNp9Rz1owJBVWp8GUrZXHJ+cqqYce0Xi4UH9PK9FyN9n/gRJN4pNywV0FUDsAxqXqchelwJx0mHkU9hbBTamVjp6c2jV14HLTJ5ZthJO8H+8HFyVqRPsz9TS6/YUD8Nqh478TvUOgjj9klkOwEx48CtfHwHD5Dji1n2ttARS4IMQJ60u0d8pzIFXLDKcW6fyqJB/4oagyLl24JECDK+QjLKiAQ+VQ27wnA6InlsFCs4K8fqkPeMIypRRQjLcH5VzF0Tr+VCwWi8XyB7DCymKx/K2cNwIm3KE330+9pDfqoSEqgCR8woMEUnz0CnRoAzv3wOgrqnez9h3UR3WI0LrmAbhyNBw4DK9PPvb9+sm6/4wcnVeVnQshwdC5Nbz/CNz0JHz764nPZ/wl0Eayqx0w/mIoKYZGKbrdx6+CpZuhfwc9X3dKnLgGDrj1bU0F3HsU7jgHTjtFhdXFA9T9GdwBhtwPcx6DWJnX5YK4cJ1dtddch5W7IDNfY+FlHfm9cZz+vuHA8cOBnx4JA1uoOBncHGrJ9orhyo9h+R6oFwPvX6DO04dL4JEZWuL38tnQv5HO9sor1fU3HYHLv4RXT9NeK0kRlPczClUf5BTDvN26X+nzcuPQ+PZ5++BQEfj4wV6ZGSZJiH3gSCGM+kEF37unqjOWXwpphfDzPi35qxcGBWVatrkuA+IDYO1psCcf3tmpZXjv7oI4f2gaBjOPaHmgaAt5r0Q+By/H55MDcFqc9jAJ/aIh3h+OlMC9u7RnqlcEpAbA3SmQVgyJftrPdV0SvHnoeCG0rgiyyyHKB/aUwo5iaB2o7pBbFDogyRduOKSBGN/nQ7Iv3BkBuS54Ouv479kvNSQX7q7Qc5NeKwnMmCcJghXqYH1aWimqJCtllj/EO7Q/a7GEWLjgaxf8QUPTYrFYLDVghZXFYvlbufISCAvTnqZH7tXABZmTNO0HmDKtcjkRVOJiFRZBiybQryd8+tXJ78cTMrB0jT6qY/MuWLsVOrdSd0uEjRyXOFsyBLht098XVhKP7nEaCkt03pYkCwbJjX0dmDIL9qfD6d2gdpyKiEPpsGYnHMrQ9R6erK7Veb11yHGW3GjHQoNEiAxVISbnIk5XRq72WJ0liYVJ8MpM6NoIZq2FD+bA2O4QHQqfVmM/pERVOj7tU7XvKzoELuwCjRNgZDtolqAO1kWd4eOlcFVXGNNOEwLDA+HzVRAVCHkl0DAWrv4WvhgNjWMgqxByS+CmH+BIPqwybs5982B8N933o4vg1lM0Yt3tlDkgJlB7tZJD4cz6MKYRpIZrGaII0qQQ3Y70ixWVa0S705QC3t1SBWvbaPj5EDxjyjQ3ScJhuj4X1+rJbTA4DpZnq+g6rxYcLobZmbAqF9qEaemgiKRg48rtK4abt8O3LdX1cpjYdSk3FGdsT3H1IRYrCmHMbmgVBHPyIK0c3suEO+O0p0xK9mJ84ewIGHdQhY4kAp7zBybxnhcANwRrquCaMujmB4EOnXd1oAIuzoPZXqWKHR0Q56gUWWVOGFPTRGKLxWKx/CmssLJYLH8btWtBdraKF49TlZEJrgA4nKbCwcOefepgxcdCTi5s9yrDE8HVrwesWAs//HL8flo1hVcfhfBQePAF+FJckGqQ4b6jboP2zaF5fe3DEpElfVdSFnioSlx3dYx/A+6+UEXDYx9oX9awrjosSJ737wS1oyE2EvxkcHAx/LAMDmdWbkNEU48WmhooQlPK7j78WYMq1kt6nsxmkvS3fPh0PvRqDs9fqqV3If4686pLEziaC+9JiV8NbDoMp9SHghLYfhhqRahIqxMNI9prup+4OoL0P/12s6b/BflAoB8cyoW9WXBmN9133wYw4G14dwXc1VNnfS0/CD9JXrcXkgJ4kcTMGbKlnE0EnhOOFOhspgYRkFUMkf4awV5QqvtecRS+M5+9iK+7l8OnfTTC3L0Nh4ZfiBOVcYJ5VK/vgk/3w/ed4TYZIu3UuV9HitX1EqEhOmPiHo1k9+btg9prJZfmob3qDEmP1ccnEELLC/Xh4cV0+CYHLouAq6Mhqxz6hkDLAFhVJYL99wiToIoQiHBAPSdsNBHzIjblHAIckGwGAXuQzBbR8TFmmWk1xRpaLBaL5U9jhZXFYvlbaNcG3nsD4uN0UK64Du6SqAQ4eBgWLj12+b374cJr4dSesEJcp5X6ep3a8O5zEBMFefkw9npYZIbVerjmQmhcX4cF33t9zcJKyC+Eecv1ITxwDXRorjftV4yEST+oyyTpgNKPNXaY3sx/OB1y82HbXrjs0WO3+fZ0GDdcxdbcVTCmv4oO95DgYBjdD2YsgdnmnGS5bxfD6N5a5vfEZ/DWDHWrTnsIrhysAmv5NthxGG46TYWOBFhEBWuIgszFSo3zCu7wVydrbzpsPaQDgge01NAJue4fLVXBlJEP7etoKZ+4TWLWrNgJXVIhXHq2TMCEOHr3fq9OjQg/iV+XcrzIQHh1KezN0dK9aZvgvFZwZSfYkgZ3/KT7FGR7CSHw9BJ1n2SY8asrtRyxd21YnwExATCmsQqFPblw7gzI9BIe3++Ht7bAiFQtCZy4AZpFwM48+Oh3BiDfUA86RGo5pkfcNwiBTClxLNO0wBdN+aI3X6fDvGw9pvRqAisaS2pfmIZUSO9UTewshZ8LYEyE9lodKoPOQXBvLCwrgmfSa45x96aVL8Q4QXI1pJyvgXxGnkh1mSdWBj9UcaN2ueAiCeBwwgoXfPMnUjgtFovFcmKssLJYLH8LfXtDUiIEi6jyA6fM+ymHokJ452P4ec7x66xcC9t2mSCIm7Q8UJys1GSvcIvk44VVurhgFSpm5Hl1DOoFV4/Rm+VPv4PJptFEbrbluKRnSdIBF0+C4hK4byLccxm0aqTlic3qw3WPV7/tRz+EReu0jG32CtiwE8aL2EtRMSYlh3JOgoit2rFw30cwbZG6XLLc1xOgZR2IDNG+LRkafN7TKnK+WQoju+nw3w37NARj91H4xlwHt/C7RoWVzLe6/E0VbCIWZd9yXDLX6tPFuvypTaB7AxVXb86DfenQPhmkAs/hVYK3eA9kFMDw5tAqET5fC+sOawT7XX10+0cL4IG+EB8CHWvp8V75LfRNhVcGQZAv/LAdrv1RxYCHTzZXPr9uDrSIhhl7tO+qKrcvgw+3Q3oR7DuJIdDu6+yE0bVNQInTxIyLs5QNtQJUoEw6oGWAEmiR5A/v7oeVEmUfoqWA86vpfUrxh6mNINEf0kvhrC2wuZqgFQ+zC+C6w9AqADYWwwsJkOALQ0P12J425aE1IVHpL0ZUlkNuLIE6Tshw6Pm8Wwz35Vcv0Ba5YJF1qiwWi+XfhhVWFovlb2GfpOCFaOqe3NTKzbqInx27YNLn1a8zoA889yhERqgDU1YKp/YAH18VCBKWMLOa0ren39Cywp6dtZyv5ykwb0nl+zdeDE/fYwb+lkHLxrBiPWzeAW9MhcZ1ISkWYiI11ELcjRfv0j4oEXOyXuPUms9VEghnejlwX82DafPhvovgtC7qVM1aBlFhMOU+aJoCSzbDBY/D1afB7edArJTplWrKn7gkCRIt3gw27FVRJW7V1IVwzyeQFAnpeabfS0ouo6F9XRVQdWLh0VFw1nNw7xcwtius2A1feInRXzbD+K+hUTx8tBjS8rQfa0gzaJlkSsmyNf1P+qhGfqyhFp5wjLt7Q4NofX5dFwj01VRA4czm8PMOeGkgxAZoid+g+lAnAnbXMAz4+936qAkRIKt/R4BURfqwsko1kc8940si76XM0Q+GLIX8cp1pdUsqXFdHwyxOiYT7tsDLTSDER4XV6HXHCkJxq2L9IEPcQ19oHlQprC6IgWERsCAPXj5Sud73efpoEaABF1K6J4yLhGfMrC8P8tbYUGjpD98VwJpiLUWUkV/FDvilTEXvuCDYUQFvF52c62WxWCyWvx4rrCwWy9/Czp2QmaVuSlAQzPoVPv4EFi2FIzX0Ml1xMcTFgL+/luGJUKiQNLMCvTHetA3Sq9xgX30RDB8IOdnQpD60bgrtW8KwiyA4WB2wEUNUmMkdrKdEL9AIgb2H4Nxb9flnz0LvDupeSfmchC1IzLa4MG99+cfOX9Z56H19CBJwMbI39G6tN8+DO0G3FtC6ngo32aek+4mYlJ8SdLF0q/ZXXT1YE+bqJ8IPK2COiQf3cDALNh6Aga11uY714eYh2lMmIk7men20CHaYHqFhreDZcyDYHwa3gCET4clZ8NTPcEFHaBQHX62BTC93yDtxUIItPBwthMlr4cau6vzJcv3rq9iS6jMRMtLbJM7W34ns+7Ft8F4HcPppyaOrHNrIEODm8PYeHSIdKe/JDDIpuQuFSa11gO7hEugQpomB8lzCJzqGwt5i2FioAmtbESzM03LJgeHwdLK6Sl1DYFMRzPRKvRTWF8OqIugerIEY+VUGQyf4wIBAeD1We98uCoUO++H5PLg+BPaVwUeFsLscXi+CQvmDxd96VS0Wi8XijRVWFovlb2GVBE38BD27w5p1cNX1x4uiquzcDd1PUVEjLoXLJO9JiaCUAG7YpgmD9erAoL5QXAQ3j9MyO+k5EvGVn68R6lNfV5G2fA38thK6tFVRJc7Wq5/A6o3H71/i1seN0FLALbu1/0pEz0Ovw9Sf/vy1uH00XHaalqeJGybIzbgkAk6dB12a6Xypjbth+mI4mKa9VSt3qLCSCyFJiqIWRLB5kEHBUvp3JBtu+hDWPwUucUT8oFtjqBMF/uK2JcKozvC4KX9sWUtDMKTXKVXixsNgr5RTuuDDKr1v1XHXj3BnL+hdT2dXfb1Rgy5qh4NPCSzfD/3rQkUAHMyF0dPUufq7CTXiTqLek4PUNfVxwaBYaBumrtN7+6FLBPSIUicpwHyPwivUsRLXa2Qc3Jes4kpi2a/ZrvOopMfqqni4KlZj1OXzLTdiJ8gBt8VB/zBYmA+PH1ExdclBeCYeYiSeP12/4yK0X4qFoSG6Xbfml7h9H7g0DB7OgrcLYHQQ3B8GvxarwLJYLBbLfxZ3RcR/+BgsFsv/E2Q21ZuvQbv2sGwZXHMdFFZzQ9ijG1x1OaSlwcED0KgeDDYBEBJYkZ0DKbXU1XlvEgw7FRLj1SGRYAIpxRPdsXsvRIbDmo3Qu4umC4ozNepaaNMU6qfAS+/DvmqGvFZHkDS4iLg7QQ/N7xEXCQteUeEnIR7inMgxH8yEnjdqWmBynJY+bt2v5Yfv3aw/P54Nj0yG286AAW1g5mp45msVQHecCVcM1JS/69+GrQdg2WMQEaTvPz1d3SgpDZRlxn8OhcVwUXft32pfSwcIr90PQ1/WZf4Io1vDc8PUoZIyOoeI2hItCXxgNqw/DCnhMGO7zrr6T1AvGL7oonOtSisgxAXRIrZcJqxEIuv367Ibu0MjGQbl0Nj38Vvh7QFr2OIAAQAASURBVANwdx0Yl6hlf+kl6mblVWhK4YY8GB5l0velf9Bci2+y4JDMC4vRPxLIjKtb9usxrC2CdVVSAa8Ih4lxlYEU/kYAyu8yKPjxLFhSAB9FaUKg9Iedlwm/2fh0i8Vi+Y9iHSuLxfK30a0r9OihDlCf3tCrF/z447HLSNnf809C7SQdIPvdj3D19XDNpdC5A0z/Ce64QUWUuEe1EiFCBqvmaw/Xr/OhbjIcPAKPvACr12spoDzCw+DwUejeCc4ZAhu26iynk+VfEVQeJBpd9imJfxK9/vlsnWv1o4lglxvveol6btsPwjk9oE19XffSAfD+TJi+HPq3g7O6wapdMGs1XNRXSwbDg2FkV1i7G5y+6lit2gkvyJywhXBuZ9iTDr+sh1m3Q0SwBiGs2avDYyUwY/4d8P0aeGm2pgaeDBKhLp+JlPpJaaCkLSaE6ryrDUdh3p5/7brJMUqJnoiV6gjxhQiZ4XSiVD4J3lgEzcNgRRZcWQfGN1RxKzpys9e53rQJ3mmhvVWTD0C7MPitI4TKsiLEgAhfLQ8NMcc2zIgqt7Byqhu6v1TLBAeHG6dR/sDggCcTINZXXavXZNSAC37Nhx/y4TwZCO3Q4xLBt7gI2vnrHwuinDpI+DtfiHZCsMOd7E8Lice3wspisVj+o1hhZbFY/jaOpqk4cQuhHEirprfK0/PkHwxBoTD8dDh0BO69T4WZuFGPPAN33wxpGfDki1oS17MLbN4GDz0L770E3TrDJ6/BeVfCklVw6W3QtoWKqdcf03RCiW4fvRLe/ORfPzc/uUk+CZdHUv8ufxpGnwq7D2s0u/d6158Ft5+rz9/6HipKIcIMVBbHT87/xuHQtr46UQ+OgZmrNB2wR1MNvNi4H0aZgAtxkI7katjE3WdCcjQ8970pOXPo0F8RZF3qq4MlMe5t60CdSAgNgNu+OLnzn7EVHv1Vna/pm9ShGtAANqbBXK8ZZH+GTgnw4UAdJPzhJrht3rHvt4yC93pBZABM2gYTVtS8rf2F+hC+OgQja0OsPyzO1IRADz+mQ7IJRrkgEZ5sqOInxDhYh0pgejoUl8H5cSquiisg2KnXVlypG/fAhFpaMijCSz5mZ4WGW0gqoIgmKTe8Klqj488Og7P2wY5SaOWvfVULi2DUQXgxFkaGqDsmAksCLDyJ6VJuWNcMNbZYLBbLfw4rrCwWy9/G2rVw+x3qWi1eDMuruQGW0sAJj8I771S+JoLqtlvhistVTDz/IrTvU9lfdMkNUCcZUuvAOxOhVTMVY1GR0KaF9mRJKqA8EuIq3S5xFIr/4HDWqog4mXA1jBoM67bCFQ9CZpWQgqqs2qqP6rj+TEiM1qCOM7rBW99qX1lpqSbb9WtnyvTE/ZAyMOOiXfmapgVmF8DniyAlGhok6naWbYdxp0K/lnrNHjkXThkPz/8Iz4zWbbhbvRwaLiLpgrLtOLFCThLZ7hteyYvCG1Vi8P8st7WHhpF6TNe1huk7YeURnZsln+XUftAgHLKL4bwG8OJ6TVNsHA4rMiC3GidHnKNt+TDoN0gNgjU56h5VR165ihcZKpxWBndsg31FsDwPUgNgRIzGtGdIjL18Ti64dgesLIA7kyBcyv8q4PtMmJYFC2T+WWOI9Kl040QwiZMV7wN3pMGWUhVOb2VDtgsuPgqLiuChaIhwaqLgzmIdBCynt8emVlgsFst/HCusLBbLX47cAI+6wIfGzRzMn13O0kUucnP1ve9/0Ic3g4fArXc42LMb7r3bxYFDUFQEAQGaILhuAwweBE4fdW4GDoDXXj/2pl76qd56Aeql6nLxsbBpK8z97dh9SSngHY/B2LPUvfrUBDj8GaIiNJb9wtM1ZbBHezjzVHhv2u9fn+b1ILcA9nj1d8k8KykRxMxaSsuGOWth1yHtzRI36bFLYOch+HyhulAvfKPrZuTBG16BGvdOhqXboHtT43CE6HUS4eROV3TB679Cj8bQu4mKt2dnQLAfXNhZf5+9RQXa3gxoU1v3v2T3sYEZ/ypyPD3rQGEZLDH9TVXJLzUNwabPqHsSvNADQv1gVwYkBes5imO1JQfixbnqCfGBcLBAB0VLP9MtK2FJupYCvtEOov3hiS3w0e+UKX59FJIDNODiq6MwPa3yPRFW4kbtK9Z+rTt2wxSv96/fAxfFaK/VvlI4Ug4Z5XDbQXipFhRUQJgEjPjAjFxYUAjFLniymvlrH+fB7ZFQ5oBYH/iiAqYVwoEK+OBvTlm0WCwWy/FYYWWxWP5yxj/qy3W3+brnBF1/uy+7trs4b3gx27Ycu5wMCr7+Zif33O/Az1lBhw5w5LCDr790kV+gAkDupKd9rSEWl1yi8eO/eg0THnk2XDMOtu+sTOLJzoPflsLlN2n5YVW+namP30ME0LnDYNxo3MczZwnMnA8bt8ErE6BvV9ixR8vvZN6VxJln/I5bJdx7MVx2OoQFa1/VJzPg8Q8gMw+2H9ABwVJaeCgL9hyFoffBJQPhutMhrxAa1IKHJ8HME5S8SRmgiL0zO0FIoK7360YVAa/8pO8Ll78HPRrBoWxYuw/O7aQOT60oeOxsLXubuhjOaaPbe2sBPGr64lrVgsdP09fv+07FT04xbDYx7ifDQ33gwtbqCL24WF0hef7WKk3VG9UMlqRBiyPqWolTJfOwaoWoGGsVqwmKsu+8Urh8HpwSC7WDIaMYWkZCQYm6fbc3hZEL4PK60CRMxdYdjWHyXnWZakK+hhP3Vf/e6nzYLHHrQbC7GBZW+fxn5+q2368HA8LhnGi4Y6/2XaVJT5oT9pbCJftgwe+IIxFcB8ugsZ+6a+tL4eW8k7/WFovFYvn3YoWVxWL5y+ndz+nulRLEYarX0MEr7/szqJuZYGsYc6GT62/1wTdA3AgHPq5yEhNh8RJ44w0YMlhF1OzZ8Msv8Nti7TGaY3pfoqJgwt3as9WoAXzyqQopKe976OnqRZWEYlw6RtMF3/pIf1ZH3RT45EXo3A4cUnbnggHd4aKz4e6nYHAvPZY2zeCdKRAeBOu3wTezf1+snTdQ51hFhmmc902joG9bmL0CLn8WPp2gyYADO8Edo2HCezBlDpzXRwcHy0yrTXt//3OQQcESZiHCKioETusEt3wAc7yi5cWZmmnmYEmC4IOnQ3QoxIRo6qJ8ftf21dh6KUE8vXWlsLp3IHSqo88nXaBCSHq67pgOX63lpBjSUH8G+cK93SBIZni5oGeKJgt2lHJGSTVcAh+tg6xiuFTi6Ms1On59OszbC8kh8M4W2Jil/7CJqIryh/wyPQ9BotKFoyW6TSnBSy/W538W6aU6exP0j1Bxl+tVkifDf6+Nh07BEOaEnHIt43uxtv5eUgGTs+CzbFh4Eo6TVIBelgbnh8Lhcnj7JES8xWKxWP4+rLCyWCx/OT98U0Grdk63YyWIAImNd7jFljz3EBvned+Fj9PhLhd8+WWXu+Tr2ef14c3Pvxz7u9wwh4RBSDgUFcDe/XDn/Sc+tpcfh66ddF3pwbr/ieqXG3MGNG2oQkgeknvtMuV/IoYkhCJG+n6kBC0CHnkVDtUw6NgbObcVm2FIV1PaVqHlf+2bQLNU2HlQ3SRJDxTXKiVB15Po9XMfhY6NYdFG2HsS+/piMdw0TEWf7EtK+cb0gLdmVb+8OITi7MiJirgRJ8r9uxGEIrLmbatcPjVSxZgIrsBQyCqAiEAY1uzkhdWsHTCmlSbgSaqf7FOuqcy9krla4gYG+EKjKMgw/WTvblTBlBAEU7fB/irieG0WjJijbtXuPDgvVT+7zBJ4sT18vQ9e2AYx/vCulDZ6rRvmC1ekqnP27h44eBI9ePF+cF8diPOFTYVw5iYVWPcmwdgYPTfP1176rtoEQG4FhDphqQwV/gNlfNJ7NaGaMkGLxWKx/OexwspisfxlhIVDyzZOPniznA1rKzhnjA/dejndIREfvlV+jKgSvphSQd/+TlLrwoql5TzxkIuN1QzqrQmJbA8KA/8gdUq+mv7766TUVlEl4RXJtWpe7miGlvbJMYsglD4dCXWQkkBfP7jqPhh/LbRvDiMGQ51aMOI6uGwEJMXB5O9g047qt33t03BWH+jVFlIToXV9KClR4SLzq56fCvdeoCl9khroYf1uffwerevCRafqbKzbP4KXL9f0PxFs0ndVE3nFcMsUuLK3ltf1aQzBAZCeDxNnws40mLFBl22fDLUjjavlgBUHoGGMxo8v+QPR6k8shMUHoF8dGNNcj1MQR0qElPwjJS7Vp17fCxF9Sw7DE11hcCo8vBQWHDx2uxuy9SEsToeL6sGjrSHCD0bVgbPmw6JqHM17GsHF4pY5oHU4jFqur4vY6yb9TRJ/nq3Ca1i0lufJ4N4kP8gog0ZB0DwIFudBsp/GwAtbC2DYNkgvg3dSoHeopgg28NcQiywbPmGxWCz/eKywslgsfwnhEfD+l4E0bOzk0EEXl4wo4odvSomJhdAwB7t3VvoCctM67jofOnd38tEHFXzzeXm1g4J/jzZtIFTCHoDgEOjaBTIycPdqzZkDS5ZCSjLcf7fOsHrmBXjudRh/i4ZjvP3x8duUYztnOEREwluTdSjwwmWQngUfPg8xcfDE3TD2Rti8UwcNi3BsUAfuvBzuuEy3MbgH9BiraX4e2jeD+69UwTb+FfjgO3392rPh4qGw5zDERsHiDXDKlRrDLmLujyAu15vXQv1EHUIss7Ae+VIFy9aD8HmVMI+qzNygD6F1Mrx3CdSKhHF9YOzbKmCFsEAtGZQ+OXnt9d90PpnMsJpVQ+Kh5/re1xeGNYFtadA6Xkv6Xl0MSw9B23h1rSThb9URDaSYtQsO5Wu5YMtYFXIXNYZeRhg/3hV6fXni85KgCnGjAn203PDVjtB1pgo4EU3uUA8XpARVPq8jA4INd9WDq1K03+qZXdrndE6c/j7lsAomGRq8owi2GGetzKmhFLL9IocmBgovHYUh4Sqo7k2AZgFw3r8458tisVgs/3mssLJYLH8JI8b40qaTL3m5LlJS4ZTuPnz1aRnpaZCedmwTS98BTneohZ+/g3adnKxdVcGGtX+80WXNanWUxOkRx6d+PXjwARVRY8fAmWfDDVfD0EG6fFwsnDoUvpmhMd0irqpy3tnw+Hgt99uyHfqNUHHU8xQVLbl52h8lLlW/7uBvgiFenww3XgAhQeqo1K+jy2V7CavHb4C2TfT53ZfCZQ/o81e+hC/mwIwXoEc7yCmACx6A39b94UtCgJ+WFspsqpAAaJoMVw6BU8fD/vQ/tq2ScogOUbEUHwa9G8Nq09slLp64N74VKpaiguCVk4hX75EKl3XUFL8WsSrKpM9rTBvo8qaW/TWLgV4pcG933XavOnBPF8gt1PXk+u7Jqtymp1zxRHy6B65sCA1CNZxDnCQZ/tsgBF5rC5F+8OhmeGMXtAzT/qvnt1euPzROgz/8pC8sFuJNqIWfQ+Paz9qkTtWiXMg0c8nkGy1OlByvyz01WOkQXDnvSkRcey8BZ7FYLJZ/Lu7RJRaLxfKvkJDk4LIbA/EPdBKT4OMeArx+dc21TYFBemNeWuJy/5TBtx6atXTw+Y/+TJ/jT9ee1f8vqk07B5O+9GHkhT7MmAn792vIxYGDEBoC2TnqZCUna/S6IPsJCdHnElhRnagaeTrcfKWGSohg69AaZn0Op7SH31bCT3O1D2nxShjWR/utZLubd8Ebn+p7HkdHnn/3Flxw5sldwzqJEC2zmPI1LbBRysmtN/gUeOEauGCAObdCeOlbDaxwOFUMRoSo0Pqj7E6HHWnaR5VdCMu8yhAP52jpoJy/lFVe0xvijHt4ImSgrggNWUdcIYl3jwvRnyI0JIVwUzpc3AaigyAqUJ2qcH9ICdOfInpk/em74Nf9cNuC39+vuFRT9sLGXDhcDG9IWV4JjKsLTcN0SPA9TWB+BnSZB53nwmcHdN0Gkt4opZoOTeP7JR2+OKrCUmZcTUvTZMCvMuCQl5B+9bAmBR4pg6fNtoR5+XC4VPveJMDinYw/9LFYLBaL5b8U61hZLJZ/mehYB/4BcOSQi9Aw+PDNMrZsPN6BqlvfwQPP+BMZ5WDJogpS6zn4blo5K5dVLitOVuu2Dlw4uOtBX8449fhauHse8KFDJ0mVgF9nQY/e5e4SQEkHPHckNGqkCYLLlsO+fdChLbRsAQnxcPnF8Pb7x59D6xbwzIMaRCFulfRRyY1v00Yw4TYYNgYuu13FVH4hLJgK9VJwB3R07QBXXwCPvAZ3XQmh4kgEQf0U7cOaMVd7tu56Ee67QkvmHvMagCys3gqL10PHZrBlD/y8DDo112NYVkPfWcPa8NK1EBUGZ/aA/Wnwy0rIyAeXj7okTl9Yuwt2Hv7jn6s4SaPfgD5NYOthWGXcqshgeHakijdRQ4dyITwAGsbB0d+J/16yDx6fA4MbgdMF/eqrGA0N0DCM3VlQN1IFlfRWyRBgCfgQ5FsiokweM3bDQ4tO7jzEnfq4BzQI03jz7bmwxRyniKtyMzdMnrvFnZcDVicQvmgPSQEqosbL7LODutyPmdontbGG8IlFedB1vf4Fs8R8xeN94bY42FsCkzLhsyxYXY3It1gsFss/DyusLBbLv0xWhosD+x3Ub+RgxeIyPnqzlC49fbjpvgDycuCRO4vYtb2CK270o3N3H7dY2LvbQd8OxzdWFbpvUt3jYM3z43E4XPj4OSgvU2cpzYQQZGbCiJGQlAj7D+h7O3dBejrk5WnJ4JhzK4WVlAam1oE166BfT0hM0tKzEunvWQuN6ptj8rrxzTSBCDc8CN+/B85SFQYNUuHl92H7HujTGa4bq71CcgzueVySCLcJzr6l+nMSsXXds3Dr+ToL68IhcOVZ+t5zk2HiZ8evEy1x7X7qUkk/VUy4vi6DgyWoQt6TcInXvAYyhwXBhFHQOEnTAWetVgFVHfHhOiD461Wa/OehZ0NoXRsyCtVpkvK95XtgTQ0Dfr2RayLzpxbuhRHNINBX+5AO5kK2uc47MmHdUWibAOmF4OOC2EDYlQ0PLdCBwbNOIsTDQ0IgJAapqJKhwq2i4fXOMChBI+I/3a/X6a1dx6/bNwaahOg3UpaVtD/PnwFWncQMKXG1uodCmyCdaXVOhPZXCRG+8NCfELwWi8Vi+e/ECiuLxfIv88jLIdRt6Ov+y/+ShaXu0r43pwYTHqGNJc1aBXPlqAJ3H5TclHrES3U8+0gpoeEOEms5+ODNMhISHRw+VOloxcVDXG1f/IMc5Oa4ePUlr9ortB9qj9eMJxFT+w9Be7OJlav1Z7Mm8P1XEBMD27bDz7M0LEJKzEQo3TgerrxAS92eeOn441y0Ah55Ba4aq8Lrs+nw4v1w2qkaTjFrkfZYvfs5ZHj1A1XHGX1hcDdoXhcam7lQpVJmJ5fPAcN7VC+sVm9Xl0pSBTfshhlL9fXpS+CsbtCmnj7/yiuw4qK+MKanlrV1b6oibtVOuOx17e3y0LwWfHKl9lgt2AYXvqV9acK2o9p3FRWsDtO9X8P36yDfCDTZ9oWnQJ0o+HwVbDgEY9rCqQ0gOhhOSVFBFewLGQUqzr7dAg/3g+514KuNMOZr6JQEO7J0u81jYXc23HYKpIRrf9PMaoRQdezMgzWZcFrtytdkyPC5dfT7+FsanDHv2HU6RWl5YIsw/RzkIed14A+4SwMi4L7a0DpQ+9XGlcIME5Wufzo4NurdYrFYLP9srLCyWCz/Min1fNw33ZIQV6uOk2tuDyAiyuH+Xajb0Ml704IZ2S+fkFBJ3HPwyjPHCiIPwaEOWrT1cQuqNz/15ehhF+++WsrLT+vykiSYVMvB3r0ud7x7ZJQ7zqDGY3v7PQcDB7lwlME3X0GDJvD5Z5Cdoc6WuGcisubPh8NHNAVw/mJYsRquWFXzOYs4jIzUHpmFK2HrThjY01yPWiquLrwV1mw68bVrUheeuVlnYoWHgKtc3au0Ir35ljvvuSsrl4+N1B6snQdgYEeok6CCKCYC6iZCejb0awdPTNUSQIls90bEgYhHcbUk3EL6zXo0hWHtYfL8yuUGtNA0QOmjGt4W1j8K782FyYth0yG4+H3oUh8WbIelVQTOmA7w0FB1ok5rAXdMg8cHQ1K47l9K+aRkMMQfXE44WggFJXBhGxVcd/YAXwdMmA0t4+DtoVpquOYQDG2g1+XZU6Hzh+p+/R4y76pBhPZH+Zv9Hy6AAIcKG5mf5c2IWvBMKwj1hd25x4qfEYmwospg3sbB0C0MjpTCDxm6fKADnkmFVH+dV5Xpghhf+DUfInyglh9MPFpZImixWCyWfz5WWFksln+Zd14s4tq7gigqdDHl3WLOHuNLQZ7LLa4EES8ipoqL4ParT5wf3rKNj7tnKyhY+7ZqpTi49nY/3nqplOJi2LrJRVami6gYh7una9uWmu9M27WDs86WPig9jhHnuig21YcHDpgZTCYfo3NneOkt2LsPZv6qx3wiunSAC0fqTf7wAfDDL7Blp5YBSgme9F9NflFLBodIsEMUTPwIllUZnBshCX5+GjLhHkYsceDB4FcIr0yG3Qfgp8W6bL+O8NJNWvb37nRYt904Hy5dNzQQXr0WGtXWBL1Ln4V5VZIFD2VpvLlsQwScuGoyjPhoFbGwZh/kFkGczAnzgTB/uP8MuLoPzN4E4z6A33ZWf22SI3UdmWmVEglX99AADBFV7mM1UviNxbA3EzYc0dev7awCSi79pTLIdxNc3U7FlbwfH1Tp9Dg9g5urMLIBXCl9atlw92LILoG4QAjzg0PFEOUP0/bA65vhsdYav/5QlWt0db3KqPWIKHBJySmQXwydIuGaVJh8ALJK4d1mMCZO+6jSZHjvLnjzoBmobHqrZF1xvJblw5xc+LHKtbZYLBbL/w2ssLJYLP8yU94r5sdpJRQXa1/UkYPlbnHUoYsP8YlO903mzz+UcXD/7/95ftXyctKPuoiJ1btmET5SUtihs5OFcyvYvNHFZaNLaN9JFZEMIZ7787EBGB4STM+UBxFqJUV6k75lKxw9CP366jKNGsCFY6FrX41u92bkGXDeCO27euJFfb+gUOdXSQqhuFO5+XDRbSqmOrVW56tRXfjsZXC4tESxcT3odu6xom3ZBpjyI1x2lpYdSnqfbE9cpU4t4eLT4J7L4JPv4eZRGqUufV4XDIb2l8K7M6B7S/hyniYKpsSpgyVJgFIiuGwrdG4Ce4/qTCtxp6TUUfrR5Gb/i0WwfAfMWnPsOc/eCBe9DRd0g9PbQniQSRZ0aZhFy9qwsobZS1NXwbAW0CAGAv100LC4RNJrJj1HO2Rg72ewwqsnSz6DLzeoayUulCwv68o8K4+QkrLAnZmQHAYTV0BBFdMzJhAe7qQOVMsYFVSfbodpO2H6PhhUC5ZlwB3L4UgRnPrL8ccuc6zaRhq30PSE5RsHqtwBbcKgcwSMrw+T9sOoeI1gF2SOVVuTjFhYAXfugZsSNQHwzcOwON86VBaLxfJ/Gc8f/ywWi+Wv/x+MA9qd4kN5mYvVyysICMDtOlWlTUcfRl/iR2CggzadfNxJe/GxFW5XSkRITraLK0YX8+vMygj3U7o6ef0jP0LCHO45WSMHl7B/r4suPZzutMHZP5VTWgIzf3HQSG7spWRvnoujh1TYPPYETLgPhg6EYHFJXLBpM3TufaywSqkNs76C8HANorj9fpj8hb43dgQM7gsLlsLrH+o2RDy9/gh0bQ8ZmZpUKOV9UnJ3JA0efQ1qJ8BXM2HXvsr9SCngzWNhZH+dw5UtJWhlWh4obpbYHkH+EBSggm7mbzD8zmOvoyz36d3Qv70Ks8/mQqg/dGmqAReXvgCNEuCh0eqSzV4L57+ggumJ86F3c/h6GTz8eaX4k+28NAYu7qEhFVLyuXk/9H8ejuSoE/X8SGhVG95ZAK/PNcfiA7f2hZt6qwASB0vKFEXM3TsDvl5//PdA1nm8P/SuC99uhofnQGwQ3NZZz2PiMo1ir4noAFhwJkQF6GDh4nJ1rO5bCj/tgUm9oHYIfLEL7llR/T9+yUEwp5cKLDlWEYNSpigy/kABxMugYR9TzlgEMU7wl1leQEE5jNyg5YAWi8Vi+f+HFVYWi+XfjsSrP/12CI1b+PDDlyU8eW/h/964i9j6en4IyalOQsMcbmensMDFji3lVJRWkJLqYPqX5Tx6T4m7nFCCLXbvqGDEeT48+ryfeyCxbOOyUaXuqPdnXvMjOMTBlg0VjBxS4hZpZ5wlM7Pgh+81HdDDHbfDjdepqJFI75VrYcQoaNEctmzREIz6deHHL9SBkv9h3vMIfDD5xOcrztMnL0D39trjJPO1RMgsXAEjh5jhw7ug/0XHu2Oyny6tYN9huO9yGNBZ3SencW3EzVq7DW55UcsLF67RAAoP0l/1yd06NFeEgYizklJIiIQt++H8p3XeVGw4/LAC8opgeEd4fZyKCPlcRr0Av22p3ObEsXCVOHsSdQ6MegW+Mn1fV/SEB07T9aRna9tBeH0+vL0QUqPho7FQKwKcFRAi1o4D5u6AkR9UL6xkOycz8Lcq8tlc1RpOT4U4f6gfDrklOgPrzY1wIAfua6NiS0JWBv0E23KP344k/01oBgPjYX8hrMiA2xrotc+Sz6pCxZUkE+aWwYwjcHqMiqprNlWGU1gsFovl/x+2FNBisfzbue2REPqeFugeCHzW+Q6mTSph0zp1n/ykuT/M4XZhHL4+BPg7cPhUsGNLKbdcXhnB1rmHD0++HuQeLjzl/VI+fK2YDWt9qFffwW/zK1i1vIIrb/QlJFTTAkWQyeDiPbtcTPq4+uN6/gVo2ADOOhMOH9bEwSmTISUZ0tJh7IWweTN8+gVcf4WKmpxqbsarIs7WxbdBx9awZz/sMcNh77sOAgO0jDApTgcRH6niwEjC4GyT7nfjM3DTeXD1SMjNg7hImLcanvkY3rtPywI37oLTb9fZWkJ2gTpE4sIVlcDBw5oOKM5Tahw8ezkMGl9lnyUqZsSRkj6iqvHr7t+NqJLY9a1HK9+TssJgcdL8dBZUs9owYSj8tBF2Z8CAVzUJ8MUzoXcDr+1V4boucHMPjVy/+TuYU0P/Vk0MrwcPdlZnTIIpJm+DwSnqMn29EzrG6DlKEuHBAsioodVvYjsYlqQC7MmtGlsv86vyyiDYB27eCM2CoUckzM6AJ3bCtQ4tcbTlHxaLxfL/G9O2bbFYLH8NZ44JYNqiKCZODic23kFYuIP+pwfg9HEQGOzEP8BJtkSkGfJy4eUniykpcbgFSV6Oi9JSBz9Nryz7E4aO8CM2weEe3HvhVf6cOsSPi88p4fRTS7hybKnb+Zkzq9ydIujvj3sA8b49Nd/qhoXBo487qN/E4S67Cw2FQ4egdi3IyYGEBOjSWcsZLz0fwkIhLgY+eBUamvlW1ZGUAO89D1+8raLRI6qEr36CvQe1jGzazONFVVUyc+CJ92HdNggJgsNZGrt+ei+Ij4acfGiYDA1qq0vWoQkcyYJHP4a9R2DbfnhwsvZZiZiRbXRvDuMGH7uflFhIz4P9mfDQ57C6SsrfJ4tg+1HIkvCFTbDlUOV7EpXuML1Icq0kuEPcMM+VLy6Dgzlwz/fw7Xr4eh1M+PHY7Z/dAp4cogOCm8bBTd35wwyvr0OFZU5VrRB4bQMMmA59v4FR9eC21lDuhGl74fKFkFFNSaqfA3rHaTR6uB/0ioU56bA8S92/JVnw/RF4aDsMXA6P79TzlLRBK6osFovFYh0ri8XylyEhEzfeH+Iu10uu6+Sci4P46NVCcrMlGt2F0we++6KEg/sr3EKgcQtfjh4q59P3Stmy0cXLn4S61xXhtX3zsfVg8rukCkZGOvHxhXufCKR1Bx/uu6nS1Vqz0sU5g4rpPcCH8AgnLVo7Wbuq+rqy88fC2edoiVd+gYOH7nPx22J4/x1o2FCHCi9fAQnxEBVVuZ6UHb78JKxaB0++CJlVZlRdcxEM7afPn7kfThkKLRrDuafBbulNuhgSY6FLO7jwbJj6/bEDiKsipYSj74F+nWDnfrhxDPTtqEJQyuZWb4Ft++DFG2F4NygohimzIDFa49efvhKueBam3AX+kVBQBJcPhrdm6Pbb1oPxI7WMT9yZfdX0B63eC+Peh37NYfJvxw4LllALESKBkrDoo6+5HNClnib+CSK4JLBi3FRoGn986ET3VBUuspzErccGq1A7u5mmBH65ETKPnyV9DLKuOFLucsly2JihJX8SYHFGXX1dygL3FcBSM1C6KiKQ5h6FoUmQUwrz0iCnDM5aCkmBOsNKtmmxWCwWS3VYYWWxWP4lJBa9RTtf9uwod7tNMvjXx0fcJxe1Upycf3UwH79RSLc+fuzdWc4LDxa4b4IfeTWU3oMC3MvNn1XKzG+Kefi2Atp19mXh7FK2bjzWsfr4zRIy013ceG+Au8TP5XK5gzHufDiA+o2cbnEm6zz4rD99Bvi6AzOOHPZl7PAidu04/m7YkxbodhxK4edfICMDRp+vTtXGTbBtm6YSLl8FXTvp8uKMtW8DbVpBURE88GTN10ZCKD56CQb10v4hccYk4rx9cxg5VJdp3hDueurE1/hIBkz+Ea48B4b30W1IGMX3i+DGZzW0YuApetMv86y6ttDSPxFZEnYhEetvy/pD9LxlmPD/fn7+WsInYknErvxelQbx8MpFEB8Ow9rB8GdVqCRGwOzNMH6o7k+cOKGoFB4YDjM2qJB6cYQKJhFXHZIhrwSu+BQWGWds7k64pIPOd5I+r+QIuK2blgeK4OrfAM6beuwxyTH3SNbUwJWH4evt0Ku2zs6askWvRXIoDE2FgjKdZSXlfdt+J+r8+pXw+T4tFVxmhKGU+e39HWFnsVgsFosVVhaL5U8j8eUTp0TSrK0fWekV3DA6i3dfKuC68aHucr6+w6UnyuEWRJcNy3ALKyE+yUn3fv44nFC7tg9nnu+kRz8/bjg/h8fuKqh2X5Lq9+3UUvfQ4bseDXT3UslN+HmX+rsdrKatfFi7rJQ+/aXPCooKHURE4hZdu3YcK9KESZ9AoybqTr37tsstqoSjR+Hb6cfud+goGNpfhce9t0J9cVh8oHvn44/zlfehdiI0SNUI95HDQYycCglNqICkeOjQAqIjVIycObBmYRUVDi/cqUOEv5sHN4zW4Avp08rNhTaN4ekb4c6JsGk3dGqqM6m+mAulnaFhbfhoJuw8CE9OhT1HNcL8U5PcJ0hIxTs/w/BOMGcd/LgKejWDJ89ToXTLR5AcpaIqI0+HBo/opPOswgJ1XpZcC1Go4qCVVkBpWeXvN/TS2HVBRNbhXEgIg9NbVQqrrzfCwt0wuLEKv5hgaByrIqmoDFon6OveMfVP94VzGuuA5nvnwqcbVWx1S4KpW7WXavJAaBSpTtyXO+HnffBllTLHqhRXwE+HT7yMxWKxWCzVYYWVxWL509Rv4kuTVr4UFVRQq64PNz4YRnSc9lKFB2g/1OH95YSGORk2KtBd+rdtYxnvv5DP/t0VNG/r63aMKlxO4mo7GXBGICsXe8X2VaFOfR9WLq3gwH6o39iHhi3E0XBRlF/h3ldAoESRuygvd7hv9jeurWDpIhVVEsH++It+xMTCs4+W8dN3Fdxyo4s27RwkpzgID3e5e6uqQ0TMlK/0+cBToWE9jTxvUA9ioiE9Q0VURDisXAOX3qIx7B+8qGKgwrhjErf+2XRoXh+6tNf3IsN1mPDOvcfvd+xpMLCbirvbL9aACBEY4rDJ/hNi4LQesHEnXPQIDO0KuQWQlQffLNC0QEkEFERcvD/z+H3IMTz0mT483H0G1I/XAIwvboaHv4S9GZAUCTuOwNBW0DBegy4ig3UQsMNXHbJfNkO3BjqseFwPSJMhUAYJphBhJ8tv8OrTEtYfgd711EGUsj+JW++WomEUH685VlTJ5RxUT10pGVx8ah1YfhAm9tFZVmObwvgF0DxaXSrZ59Y8jVm3WCwWi+XfhRVWFovlT7NvZzmH9lXQqKUfAcE+dO2nw4BdZTJDykV+Hvj4OtiwuoSRlwQTV8uHQSMdDB4Zwo9fFPLDF0VceH0IqQ393CWBA88OcsesX39/qHs7rzyax5S3tQbrnIsCuWF8sNvlCg12UVDgcrtWhw5UuIXdh6+XsGltGdExAe51J79bxvQvyyg0JVyXXuND525O/ALg2df86NiomG49HTz3so97OyuXuzh/RJlbsHho3w4eeVjFzH33w7LlsGgJ9O+N2znLytb+qOGD4ZmHISpCnSkpI7z5fvhlPgzqo/1Ci5fBhbfAoSPwwxwYIHOh/CEjS0sGZV0Z/OuNpPqJayTOlpTeSZqguFUH06C4EKLCtJ9JnLDMXPhmPnz1GDRNhcMZcM59sNMrPONkkZAKOTYpC5T93joMRr+kIkrCKD6/Rs8pIliDLLYf0h6tB76BDikqrGS9a3rDWa9DbrGWAk5ZCe2T4VAuTK8yx2rKGhjYEMICYNJqmLYRluzT+VVbqoR8iMaasweGN9TY8/n74dRkSAjW92MDNSFQeqrC/WFvHvxYwzBji8VisVj+KqywslgsfxqZIXXtyEweeCWS7gMDCQx2uAXV+pWl5Oe6eP7+XApEXPnAp/Nj8Q/ycfcsNWnlJDbRh6fuyOaT1wu55h4fdyKgvHfLI2HEJTrdrsQdT4SxZE4JO7eWc/p5AQSFimoTgaExbAf3VXDHuAJWLS2jUVMnL34QTHSMg++/KmPqJ2XExDno2seHzevK3b1fIWG451r5+zu44HIfIiNc7sANGUDcrLmDR57yoU4qTPmkgq+/dHHXndC6FW4xd+cdMHIUvD9ZhVCdFPj4MygogKEDVBjJ6yIoWjSFC86BMddCVKQ6TDIg2OO6SGCFLN+1HQzpA8u/VmfptU/gtscql/t4OiQnQONU2LobRvRTEXXrsxqNfuN5sGkXvPeNLt+yPjSpo65Vcjz0aA0t68LQLrB0E7z3w7HOT03cNRmiw6BbI51zJZ9LZgGs2AVt62jCYFaBiqunvof3F1SuWy9Gj1FcoowCDbC4//vK95dX48wJKw5An7chMhB2m0CQAzVE2zeKhmeWwjfbtMdKxNU9XfRfNEe59kT5mdh1cbTe3wgb7NBei8VisfybscLKYrH8Sxw5WMG3nxbSe2iQW0CVl8EHEwuZ9fWxUXcLZhUz5Fxft/sjLowsGxnj5MsP8mnSyo+6jXyY+m4BNz0Y9r+Ty90pccFaR7d+ZRlNW+n/siRZ8ONXC8nJcpFlotuHn+vnHjJcVOhiyFm+THnfyTNvBpFSz0naYRf3Xp/PpVf7uvvCZFiwBGDM/rGCCy51ERXndCcOjr3Y6Q6kaNLcwZLfytwzs6RPS46jvpnBVFwMT0889hosWwlD+quwElEhYmrcBbBOxEw1w4RFRH7wBdw8DmIkcdClTtTV58Ow3jDlO3jgJXXDJrxSud5T72lZoARNvPuA9nFJ+WN4qEavb9kL+9OgcbJevx6tYGRvCA2C0f1g31H4yczIqkq3ZjpEeOYq2J0GI56Dp8ZA21T4YB7sPKLLrdoDL86EER1hwVb45DcVMTf2h8YJMHUZPP0TNIiDyUsh+w+EPkipoDxqIikUPjwTOtaCjEK49SdoGQbP9wN/h/ayyRCRvAKYth36p8CWLJjkNezYYrFYLJZ/F1ZYWSyWf5mdm8rcsekBgZLWp/Obmrf3Jy+7gj3btbZuwtXZFORDr0GB+Ac4WLu8hO+nFLij1e+6vLIGLu1wBQ9MjCAkzMHHr+WzcbWu/8ID+WxaU+YWOT98WewWQh6GnePPeeOCCIuSvq5ytm8qJ6m2wy20srMqSKjlYPTF/qxZ5aJBQzi438UXk8oJCoZyh4/bCQsNc+F0qzkXuTnqbG3fDT3EASmDwBCdfSX9Vt5I/PrXP8CefdCyGdx7owqr4CB45gH4bhYc8Rqo66FbR4iXUAf3PvWnpPuJCLrobJg+G5auOXYdEQxCmybQq4Mel7hZg7vD219CejZc/gR8/4xu59xTITxQdxEWBJ2bVy+sRnaHJy+GQH+Yuw4ufB4Gt4WZ6+DGD00YhRcirOTh4YKucFN/8PeFbg2h91M6F+vSbnDrAJi3FV6arW6ZiLDakepkiQitirhgIf6QU43AerQv9E5VV1CCLca0gjaR4OcEH+PEyT6kF+3xFfDockgr1FRAi8VisVj+3VhhZbFY/mU2rSnlwxfzuPq+cHev1YTXYykscFFc6OKJmzP59btCd9ngfVdqjZf0J0l5XHXMmVFC30bHKxFxir6eXDnVNS7ByY0TgomIctKshcPdyyVCIzfPyfgb89m3q4LM9ArqNfJxR68PGu6D0+Hg8MEKRp9WSGYGXHaN9leJC+T01XI86Qt76dkK9/EdOAAZ2Q53KeD2HZCff2wdXbMm8ParEB0F738MTz4HV18EkRHqcsmsqQXT4Yef4abx6jZ52HsADqeBf6IKg7QsFQtybVylMPF+PZ67noaFK469FgeO6PDgpFjIL4TtXuV1UgYo6+W5tAdLRJtMgpegh9/W6TJS2terlQqmBeuhUyMVXrJuuwbw5Fg4t6sKspZ1YMZKOLeLOmUinvZnwKszK+dZRQSpIJL+KylRDPbXUkmJYZc+rVNSYf1BWL4bJl8MjeJhxV648ENNCDy7FezPht92w3sjoXY4fLIKHpql208KU4cqLkRnVUmghTvuPUhDMiQ5MMTH6FMXHMiD3Tl2aK/FYrFY/l6ssLJYLH8Jm9aVERTm6xYh4VEO/AJcFAW46D0syC2svPEWVVISGBruJDuz+kG+QnSs9GQ52b6xzF1GJ1x2cxBDRgS6b6Z9fSrw93fhH+AkIhquujOEq0fmUCgio8SFr6+DoBAn2RkV7rlb4pjJbffiBRVkpLncYsbPz8Gm9S4euruMm+/x497HHfj7uijMLmfG9AqeeNR1jDASRp4N9VKhqBguGgtvvAu3ToA3xDEKUSEl5zd8ELz5EazbWLnu5u1w+R3QqzM0qAODeoBPgIqm3Dyon6LL3XctDLns2P0ezYSx96hT1TAF7rwEOrWApz+A3Yfgnelw4RAdBlw7RkWePF9v5leNH6NDguX4nvkcflkDZ3ZRx2rmMmhf33w2DujWRMv+akdBuIRXlEJukYqo14xr9ekS6N0EmibC2/M0QbB2hIqfMtM7J4Lr1MbQJlnDLGSAcLf6cH9/aBKnQ4bnb4fm8Zrkd2F7eHcp3NYDTmuq/VavLID6UdqHJbHyTWP0GLdkwo/bIdRXAyse/s2KKovFYrH8/cgfMi0Wi+VfJibeiVNcAxMtLoJCHKsNK0pqXCcu0Yc3fohnyuJE7no28n/X9aZpaz8+mBXLm9/G8uBrlcuIOFKHwsWBfS62bapw9yRlZeGOdZebeTkeCa0QF6OwyOHun/rorVIOH1Tnad1qF6NPK+GyUaW0rVfEoG4lJNdx0ryl0+02iRgLCJYkQScHq0nXO5oGwSGQlAQhITo8+NsfIbkN3P+UCor4WHXbOreHZo2PXX/eEnh0InRtC4lxKsbi4mDzjmPL/5IT4fm79VGnlr6+fjssXA1DekCrRnDdaOjTUd97/CNofSGcdQ9s2qMJgR/PhANp+v6gDuruBPjBgA4wYwWc/gic/yxc9yZMXagCKr8EflqtiX/iColQkvI9EUkpZjaVkJYHI1+Ddg/pbKvpN0DzWvD2AjiQBZOXwNp9cG0viAqGhFAVZxKIkRSuA4Vlm/KQOVgijqQP7+rOcHYL3a/MtRrcREsvS6X3zl+PRR6rj8K98+DG2XDFTNhbQ+iFxWKxWCz/TqxjZbFY/hLSj1SQl1NBcIjT7SpNfSuPOd8VsuCnmtMITj0jiHZdA9wzqM6+LJQv389ny9pjawR7Dw0kLsmH/DwX3foFkpjsw8G95bz3YgFJyU6iYpzMml6Cvz+MCPVxh1N8+XGR24157O4innk72N2vVVruZP7cCiY+dez2d+90uR8e9u91uQMwKiIcbmEkomjd2uqj9KScT9yVYkn884WOHWDuPO3PGjMSPAZXWCg8eo86Wx9+poEWO4171Kge1ErS5EEhOBA+/1EFlYjTp9+GR26EIT21rC8uGsbersuK4PCUv7l/N9uQ2VY3jYLcfJi/Fg5lwAc/wBu3Qe1Y2H4QUuJUPC3bomWBy7fCpn26/ssz4NcNKlo27gM/B1zaB7YVQnKMJv4NbgOvz4I9RqwJw1rBVb21LLBpEpw+ER4xiYBTL4eu9bWUT67ZDVO1HHDqKhjVTnuuHp4FHWrDqQ2hV10Y1xmC/aCiDApKoX6kpvzJ+iKuZGCx9E+9vOx3v54Wi8VisfzbscLKYrH8JSyZXeQWU137B7FpdSnBYb506hvM6t9KyM2uvswvItrpDrzApP/Vb+p7nLDatqHU3a8VHOxgx5Yy0o9oLeDeXRXucr/zrwrmqrtC3OV+v0wv4u1n893x7MK8n8tZs8JFp+5Od0law2bu3LgTMveXCu6+qZT2nZy4yl1sWFvBt9OqF1Y5uZrGFxSoseuZJiZcSgtDgyGvECLCdIiwzLyqnQQ3jINBfeHMC6G4RMWLbCM4WEVSRjYsXwfTf/G6TqZXSpqeosIrX5cZVdI31SgFvvwZZi+FoAB47GqIj9IeK3HRsnOgczPo1lLXEwdr3AuQGAW3joArhsLq7TDiYRVbwro90CoVRnWHjxfAizPgukHw0Dk6GLhWFPRrCe/9Wnk8IqjEUZRzEtEnvwuta0PfJtob5fBRcbXTxJ/f+wO8vgiyCrVEcNUBFVP9GkBeMUT4Q5nZzprDUC9Kt/vtJrj+exWVJ5Egb7FYLBbLvx0rrCwWy1+CBEc8fXsWPj5ZfLKoNrVS/aiocJGfU8GbjxnFUYW42n6mdtBFTmYFaYeOF2A/f1NEcGg2F9wYjsPHSYeegSyaVemCndLL3y3OpJeqTWd/dm7NOWb9Lz8uoUlLLQ387L3K8IsT8cM3Fe6H4B54XM2de2pduO8B8A2A/QfhiSdg7Vp9Lz8fHn8BHrgTnBJk4YTYaN2OiK+UJPj5M3WkXnoH7n4SrrtIEwfvfgoOmmhzKftr1wImfQed20BYMOwyJYki5j55AprVV3dr8TrtmZISOncYh4RWOPVzkbRBiWT/3wRCCQlZA5cOgoQoyMrTeVcD28GZnbU079sl8MIlEBWqA4Df+gkeHaWpfuJYHc2FTft1W8nR0Lw2LNqh8etd6sPU5Vr+J8g6Unbo2bdEy98xEK78RH/fW+XrMWMLXNhBQyuk90oGCsvg4E3p8P03mhr43RY917+HWOkMBOQiSg2kKN0EQHLcTSKIxWKxWP7fY4WVxWL5S5G+psAgp1tUOZ0aGlEdkTEOzro0DJfbsHKQlVHOsnmVwkdCJq4YH0VKfT8cjgoatPAnIMDBS1/EccOII2xbX8bRg+XM/bGYtl383KmAs6uEZAg/fFXCit9K8fVzsH9PzQEZIkIuutKX5q2cfPdVuXvZZ1/zIyrGwQtPlPHFZJOaYRh+OjRo4HCHQgRHwMrVx97lfzRFt/n4/epMSZ9SRqaKColzj4vR0sAbLoOPPtfZVW99ooOEPaJq2huQFA/5BZpaKEN5ZaBwq091udQkLfcT0dS6McxcpPu69SW4fqSKprgIOJIJ970Nlw7VUsCXvoCiEi3/y8qHiBDYvA+uGgwdG6kAa5GsoiozT8v/rh6oTpGIQxE0Ww7C6G4QHQqPjID4cNh+BM54HjLNOXiQkj9xpIIiVFy5yiA0oObv0NY0GPA2pEbCXb2hax3Ymw0/bYWt6fzN9AJk+rC4nU7zz6Y8JPs+VSa5mYcox1OkmBNYbV6zWCwWy/8nrLCyWCx/KTJ89+UJGVx2ZyRph8qZ+uaxDpIHP38nPu4mIYfbSImr7U9CbR8O71cBc8bFYZx5cZjb1RHRFBBQ4b4pDwpx8PyUOPfcrAeuzODgvgo2rC7nyIEKXn44r9p9dejqR4OmPu5erI1rjhVIHoac4cNN94h4g+59fVn0aylNW2gJ4S33+PL11HK3++Nh314tswsKgv37IN2r18jDtzPg7NOgaSP44ht4/HktBxzUG24aZ5ykMLjuEhUsMix4/JO6btvmKqoysiAxFirMYYsYk8fuA7BoNfRoD4fSYNUm3Z5EqP+8VB9CdLiWJEoE+6Iq5sriTXDuI9AkBX5dDZNuNa6WxLYXaclfTBgs3w4HM6BJos6IEuHUKAma1oKhbSA8ANJzoX4ctEyGeZuP3Y+c29Mz4e5BEB0CO9PgGa85WFVpEAM39VK36s4ZmgIowirzDwwb/utoL1EpQIi5OCKoRBWWGzF1uvkpQqquEV91gPeo7LKzWCwWy/8HrLCyWCx/ObO+zCf9cDktTwkkPMrJARPU4I24TcvmFtK5X7B7zlRRQQXJ9f3+V1hJ6p88/PwdFBVWuPu0gkMdOH0clJe7iI7zYfC5wfQd4k9iig9ifUlk+3PjVchdd28I518djMNVQYBfhbukb/i5/ozql0NmeqW7lJDk4J7HA2nVzklAEBTlu9ziqrhY49V9fV1kZ7lo2MRBt15OVi2rYMVSF19Pk14qFy1bw5pVGnJRFXGozhyriYF5RvOlZ8CmrdqfFR0J554OCbFaFlinduW60me17xDUToCtu+HHOdCkPnz1E2zdpctcPB7aN4PrzoM3JmiZ4Pl3wmEvVyejel2r19gP6iVBXhGk5cCESfDoBdpnVVCiQ45FGsxaCx/8oiWBIpIk2e+CHlBarqWSR3NUgO08ChtMeaDQvRGM663x6zNWq0slLl5cGBypJrlPHLF7BsD1PSHQV5Ictd/q6i/4D3IQaGcEU4URWVK7KCpPPvQkI7ikXFBKVOX7G+jlcJWbn83MuhvMchaLxWL5v4YVVhaL5S+nTddAnv2iFpExPpSWurh7zEF+mXZsfVjj1v6ExfhRLDORCl2sWlTE+mWV6mTZnEKumRDlFleyzEv3Z7sTAWUuVmyCj7unat+OMqLjgtzBFdK+M+y8ILew6tTTn6vvDiUgSOrOfHBWlHJoXzlhEQ5i451kple6Vpde58+pQ3y11cspIRRlfDGpjDdfKCMzHaJjHMz4toy3JvkTnyjizcXFI0vYsNbFhvVwy+0Ozh0F54yEadNcbNwAa1ZD06ZQNxUWLNTeKW/E6XrjI32+ax/cf7MKMykF9LD/EJw+Dlo3hZUb4Eg1jpi4U1LS1+cUDYxo0QCG9YJ3vzp2OV8f6NRchxBv9Rom/NilcN6pWto38St4agr0uUff2/aGBmHIZWlbH56ZBo8YgVM/HtrUgcRIePY7mLsRWqfA4u2QbgSk9GFNHAvJkTqcuGc9HRYsDqAIs5Ed4IWfjz3O/o3him4QHgi+Tj2/CNEo/1G+BhpKcar5vcKIqmlyJYB40zwm3+9MUwq4COgMdDQiTNRmB7NcqtlmpPiCpnfLYrFYLP8XsMLKYrH85dRv5u92quTv+OI4Xf1gDHUa+TNzai77d2k93WkXhJOY4kdWlouSQhd3X3DEHXPuweFwkJNV4XahJJxCBM3kV7NwOJ2ceXGI20WaNa2QgWcG0L57AGVlLtJN+EWbU3zdosoz80pSBV0V8OuPJWzffGwpoCeYQgWci4fHl/HDF3qz+/TDeqzde0usO+5jiIhycOnVvmzZWEFESDmJCRpWMXAwdO/hICMDXnzOxS03QmgYrFoF544+diiyN5O/gukzVXBEhsO7z0F0lM7DEsdm9qLqRZWHru0gPk4j3kWA5ldTLvfCzXB6TxVh1z0DPy3W17u31PMX4dW1ReXy8RJrHgQhgfr+kexjt7fjCAx4TAMyPAES8po3jRO1/0oEn4R37MvWc5R9yXDhBduOdaou7gx9Gun7kg4o7tbuDHhmDv9BwowAEiHUXworjeuUCIz2KgsU5KLONO6UiLBx5p/YRBN0IYJLkCa2MwGZAC12oqjVE9iKFovFYvnHYIWVxWL5y1n8c4E7DTAsysd9Y57a2J9L74ym59AQrhywz92rlHawnLJSEQQOdu8ppzD/2PCHjSuLWTizkIHnhLrLAPfvLiOlgQ8jrwp3h2MEhlRw2R0RvPNcHru2lBEa4eTtp9UaCgt3unu9ZD6WlBmOOzuXHZvKOXTg+J6Xd18uoUVbH7r19cM3wMnjr4TSf1iJO0Fw8TwVVquXV7BulYtmLR1ukTbsLKf7sW29g7LycmqnONzioLjERXgEDBwAkZEasd6sKSTXhp2mfK86co3Lc/9NMKy/OjvD+6oo2bIDeo6ATCNu+nSGi86GnXt1xtVZ/SuHMsv5jhmm/VTT56jjExIEA04xTlGYPvcIqy/mwbVnaOnftAWVxxMhUfFFmi4oJYqbvcr7vKkple+UBvD+FZpiKIc2ez3c8Tl8vwYGNoOpK2CpV3nohafAg8M0jl0GEW84CF+vg5f+o6IqWfxMU+InJ7rACKAGpszP41R5gixaAz+Z0r8S8wg0v8v3znOxRGHXMwItzJQZ/kdP1GKxWCx/EVZYWSyWv5wDu8sY22Uv/8PeWYDHWWbv+x63uEvTpu7uQEtLgUJpcZfFfWFxdnF3Wdzd3Z0ipbSFKnVPPe46/r/e9ztDJmkq7MLvv8t+93UNSUc+y4S8zzznPOecG9PZ59BE3B41bNdCbqGdoeO8rP7FzxuP1hAMRElOt/HxS3W/Okf5XR0MGuNm+fwWGhosNAVs2D02Lrg9i6SkKL4k1U9lOBtTj/fqAcLP3VvHyw+1ZnYvmR+krDisZ2Ot/CXEzzOCbYIn4ikrifLyU0H6DXPq/h+VAnjgYU6GjbFz7KQ6/XjnblauuTSohxD/7Uo7kw6wYbNF6dzDxpZtEdKyDfcmI8PCypVR3n8f+vczBgMXFcHVV0FxMdxzH9S2c3/iiQ341SV4Mvy3awH06QGz5xvbe/A6I8xCnU9ZFSxba5QC6usXhX1GwfB+RkrgjY8ZDtYva2DcECPEYv7K1v3d8yZMX2gIsKVFrfev2QYvfQfHjjO+f1dVtu2AggxobDGG9apYdVUeOKEPpCcY9ylhdtkbsK0GXv3ZuMWjwiwO7A9ep+FUKTfr2BegvOMckv9D+ku0uhJASOLfFyKW1MXOl9AK9WfU2s51UqJK1WNOEKeqQgSZYqYajS3bjYqDFS+sZGCZiYmJicl/HaawMjEx+UPYvC7IjI+bGD8tSUevq3Iwi83GjS/kUVEc4sqjtvDaw20HGGXl2bnvnVyy8u1UlYVlWLBFOyOZuTbS0ixEwkaMezQSJeCP4nDCXpPdvPxQayNTTWWE6R+1UFEa4Y2nmncoqmLDfJcsCDHjiyB7H+Ag4Ie62qgWg8mpVk45z84RJzq0A3btRS289nxYJwi63Rai0SiWsE0PvQ1Ho3r+0wnHhijeBnuOg759IS8bevY03B/Va3XXPcZ+ExPh0vMhKwOeehEWLoYHn4XcbJgywRgErIRWeRUslZS9UYONYcGqrFAJlgSPMYOqssZwe1RyYDRszIzaY3DrOZ5+K0weY8Suz1jY9vwXrun4utzwKtz+FgTUHCwb9MiFjeWGCItx8VQ4b7LheF39Gvx1P6P/SgVhJHsgzWuUEV52ADw3E+bFiTfFyWPg/qONpEFl7DQH4Yk5/wmiChFKThFNolqZLPcpdeyQxzbJPKt5IoomSDy7em+nihDLknLCbbJdlTSYKU5WLMhCvXZvEXQqMOMTCccwMTExMflvwRRWJiYmfxiqDE/Nj4pYLARbojo2vaEuQl6hg2F7+/jkpbb2jZpVlZ5tp6YyTGqGjV9m1eJNsuJLtPH9B3Ucd0GK3l40EmHJ7GZ6DXBop2b29NaUtQHD7Nz1XAoJSRYa66OMneikribKPVfVU7SmbX9Vbicr97+YRG6BlS8/8HPgsFrueCKB7r1tfP5egLUrw0w7yoPTacGXAJMPtnPdRS2UFUdJSIKUVAtOh5VAMKpFzYaNUR29fsJJMGWqSjCM6j6jxgZIToYrL4cD9oVLroADJ8FZJxv9RUMGwrgpxqDhC66BQe8Y865UKeA1dxulgpefBVecYyT5NdTDjLmweBU8eQuELcYSXCUHHjPZEItqCHF6iuGkjegHc5bBltLf9vO77Ag4fyqk+qC5GWavgmPvgvpmw1E7Y5IRUqFKBy84AAbkGyWE/fMN50n9gclIgKNGwqiuMO52Y/iwIt0H104xBv8qTdESgZfmwW3KFPr/ihJMU1Wnnogp5T4pqiROPSpCKab+1koU+18lcj1VBFeBCKcm2eaeUlao7lMnra6OqoeMJXiobQ4RgaVCMXoDi/8/XQMTExMTk38FU1iZmJj8Ybg8Vt0fFQ6qxaSFpoaILv2rrw6zbun2n8ar8r/N6wLkd3OwdUOQ6e/U83qcq7WtKEiPgU5mfdHEsrktjJ7o1tHrc79v3VZhT7sWVUrA5RbYSU63EA7COf9I4MrT2gq5yYe66NHXph21E87y0H+onbefa+GrD/16iG96pkUnCaZnWHTf0urlEZ3e9+rzYS64zK4dpWDQQnMYpn8c5tknjcddTiOwIRK20NAc1WJIOUx2D4wcDTdfB0t+MUSV6n1SJX7q8XDYmF2VnAQlVZDgNQSZKkG8/FxITZEwiUo4+kIY2NsQX0qEqeNbu9ko92usMhyvg8bBOYdDYS6UVMJhl8FGZYZ0QOdsSE+CX9YZ7lq/znDJYZDiM0SUSukb0xv27AufLzCOY9U2GNvLcLVWbIGu6ZDohmalRVS5ptITEnChwjCc9lZhpaLaVT+V+qrmbylB9uF/hI7YS0r1lPhRJ1AvaX/bJNEvRixK3S19UlF5vEXEkbL2SoAkEVwxoeWVbYbl8QPkT/EsuS9JerhUiuAKMzXQxMTE5L8IU1iZmJj8Yfz4aQP7H5NIl14ufvq6gVfuq9Q9VqsW+Vm5sNVl8visjDkgkbqqMH87ZBs9BrgoWhGguqKtwzT9vQamx0WJxztVyqU56FgvuQU2Nq4N6WHDStQpweLxWujWy45TCZA4PaeCKNTAYa9X1SnCmL2dDB7pILezjUdua2KPCYZ4qixXzhusWGIcz323hUhJhVPPUSJObdPCqy9F+Xm20Rvz+msweChMmKjW3xYsNiOVUIkttf5W23z6JRg2GLIz4eU34dsPjGHBt9wD3/wIB01Cz9Paf28Y2Ad8XkPMKJFTXG4c/5JVcNPDMG0fmLUA3v8Sjp8CmalQVWsIt845UF0HeZlG5HpHwmriUHj0EiM0450ZcOkjMLgrJHlbgzHUl2Y/rBfXq18BbKowjumTBfDSDPh0IQzpAlur4LYjIUVen5IAj34DdXGJhXUtcNFbcOaexiDiO76E1b/RUftjcMrZ+uWmeqK2SPlfd3Gn1sm/lehfAAyU+wPSL5UmYqpExFaVOFKuOMcq5mIpARYWQbdISgnVfXmyv7imuF+xSNqgRQSfiYmJicl/AqawMjEx+cNISrPx6cu1FC33s3pxgFH7JbLHwWl0HRxga1EJ9TWGULni8U6MnJSIxWbh69ereeiybYSCv62B/8S/JnD6pYm4vbB+VYjTplTj9cFTH6bh8UGXHjZOvsDHU/e0ztNSgRXhiBELb5HAAOUOnXiOh5WLQxStCel+q6Rkiw6x2LS+NVXw/ttDHHeKXQsL1cM15VAbM74xHq+uhnPOjPLhJxb69QO/1SgHDLbAhiK49iZYvwEOONLY1tJZ0FuNSgIevhPOuxz2HmuIkn3HtQZTqP6mbaVw8U2t5/3Cu8YtxvFXwJ5DYe5S2LgNzj4MuuRASUXb4Ip4DhwNGcnQ0ARTx8INz0FehlHyp8SWCgr5pQguehJWbzUcpucvgN55Rn/Vd8uNY/tskXG76mDwSgp5KAJ1fljRgaD7eoVx+89ilgiafOmHGiuulPr+ORFUSjDFvz/VALIBqrNQYteR5L8z5LXKofpWxJASaftLJLstLlUwLGWFsf0pUdcsDtfB0pP1swi2w+T+FkkrnC1CTb3/2n4YYWJiYmLyf4cprExMTP4QCno4uOedfNKy7VpAPXpdBSdfnUtqlp3+Y7yUbwnwyj3lumeq30gvdrcVb5KDKadlkpDuwOm0smVtC8/dVEygZdciS5UAJqmeJ6eFAcOdOtBi2YIA4agxD0vFuud3VgvZVnyJFqJWq16KKnkVjSqHy6Ij06+5N4ET9q3h4lObGTvBTlVFVJf5KWfsxvvc7LmPjdraMAk+Jayieq5Ve95/L0q3birez6JnWz31ZMfHrgIpYqhZVg/eZpQBhvxGmZ+ioREWr4CDT26NXu+IxauNWwxV/qd6rBav2XEZ4OL1RrKfKmFUYRb3nAkHqNm2ViipgXdmwhXPGiWCiiQP9OsEbqchoPYdDJsrYeYKI7iiuMaYmaWS/mIzrn7cQUjGfx5KBD2qIj+A8SJYlBNlld6nTzt4jVKs7VVrpggkJY4SxZ1SYmmuiJ9YKEZYHLCv4kIruksohurBOkn6vUISblEh7phVtj9IhNnecpwfyUBiExMTE5P/a0xhZWJi8ofQa7BbiyhV/tapu5PLH8wxrA+LRaf5WW1GjZlypn78pI5Dzs3SlU1Oj5X9jkvTa07l1CSl27n7bLXI3DmfvN7EYSd79WvUoN/9D3dz0l8T8CRYsTtsbFwV4N2X2k7PffeFZg44yqudIbXEDQYshIIRHXqhBu6qZMB1qyNcfbeLTl2sHHNalGf+2cSBhzm0mLI77Lz1qp/5cyJ8+M72TsGzT8NPcwxRuGzpjo/9+jvh7hsNoRIJQXWNUQaonCHVg6VQJY033rdzUdURxRXw0YydP+flL43EwKxUw9X66CZjv8pteu4ruEkZMnGoEkHVR6XSAtW127MPjOpp9Fn97Wk4c1+w2mHRJrjnU/hmuRG9/t9DoQwEVn8iI3FJgHHDt3bJCinTyxBRpKLbkWCMb4BpUsqnIh9fjHvdMrkhw4mHxDlbSXIMERFWdikxPEgEmhJcShGbwsrExMTk/wcyNcXExMTk92XpT80UbwySkGTTpXJOjw2vz4rLa6W2MsRHz1T++txHrtjG169X6T4kpYx+7euxQPeBqmRq1/w8I8AL/2ygsixMTUWEsq0R7Uipf1eVR7js5Frd3HTSRckMGGnYQEsXBCndFtFiLBIxAipWLA7puPaXH2th/eowg4bb6VRopbYmSl5nq04QDAajum9LOVgrV8DWrejUQLcyENqhBNXORJXi2Zchty+M2g/KKiA3pzUAQ6X61dXDO5/A17sQSP8OX841BNbabbC1AvKyICUZxvQ3erXi2VQO05dAWR2U1xnyoLYRumXDSeOhWyY0BY1erwUb/ltElSr9Ow84E5gU97mjVQTSI3GCpyNyJXBCiZ+Y8/WQKhqVOHaFRVylmbI9Jahe2o1+rxgqRONziXavlcfCcbHw6hfov+Jim5iYmPwpMR0rExOTP4TSLSH+NnUzF92brXurElNtug+nrjpEU32EmrhgCpWG98x1xQzdO4nENJsOs1CzqtQA4XceKsOXbGPqmdnaBfnsmTJqyjseTHXfNXV883GLdsSUa9WtTxrJaVYW/KhKAuG2F7JISrVSUxXhwkNK2LA6yNVnVnP9g8lk5lj08x68uYH8znYWzDZitlcsDut49Zx8K2XFET58I0h5SYSxe9vxeOHia914vVEdz1e8NcoV5/mZ/9P2ZYG7IhCAPUerIA8VtmE4aNvKICMVvp0Nf7uO/xPUz+jtmTC4FzQ3Qr9CGNS97bwrlUR48oMwrBucMB5OmwSdM2DOapi7Fo4ebZQIqnCL8tbxYv/hqH6oPlKet17K9pQAVzGGr8eJo45QiX9/AxKknO8uKQEMSE/UB3HlhEoYKXbtwhqv/UXK/VQ/1TsiqL6QPq+pIqrK5PhapNTQxMTExOT/B6awMjEx+cOoLg9z30WlPDEzAVeCBYfLonuYvnt3+3q2si1Bbj1lA4ecncnw/ZP1zKvaihC/zGzklBsLmHhMunawuvT1sHhmAz2GJbBidh3TXynXM6QUynlaKIJIcerkCp0SuGpxkD329+JLsup+q4QkKwXdHVpYzfk2wIEDy/ElWOhUaOPBN1JISbOyeX2Y06dWUbItwhmH1TN4hF0PEt6yMcJbL6pbkHe+9WGzRbWzo6LV1fGdcJqD+T/9a4NdD9ofUlLAZjfcuhyVdRCGUcPh3FPg9ge2f41KGLz+bzBlb5g+G2qrYdRAeO9reFGt53dAr86w5yCYtxKWqMyEuCCLIb2MnitV6tfUAhUdlB+qvqoLpsKoHlDbZAwo/mQ+vDXHKCPsng0fzjcCMP47yBVhhAig56QkUAVDLI97nirty5agidjPuYf0UTVIb1WuiLMYFbtwptIk4r1Z5lq1pl3CC/KnWr3J43sNf5Hnpcjx/dcoWBMTE5M/LaawMjEx+UPJyHfg8tppqIuSmGJh7vR6XrlbfcK+Pb/80EBmgYuhk1JorA/hcFlJz3WQ3dmJxWIhGo3Sa2QiI6Zk4EuxM/nUbP3vRy6IX8S2UlkW0TfFgpktrPolQNc+Dv114Y/xi1eV2hdlxDgnGTk2HfOuIte79bazcE6QrZsibN3UKthizPg6RGF3JxFVvqjK9mwWSoojDB5upbw0yrYtvy3Z8PsfYT+Vtq2W2C1QVWUEQKhywBOPhDseNMRjZjrsPQZWr4eURDj9aKNc74wjIRo0hI2acTVvGXTKgmMOgKVr4aFXjQTD/Ex481bITYfKOjji77BiA4wbBA9fBAkedJnj29/CW9/D5nY/rtQEuOtUyEwyQjbUjKu6JqMsUPHef6VpooRLzGm0xA3ujUcJrUtFgClhdaf0Tym3qFbElSobbJ8S0kuCJpaJaFNR6uqixlTnRXKfRQTWtxJiEXv/tHdo3fI8j5QV1strM0XcNUkqoYqBV9n8c9qJsvbLgE4iBlXefce/SyYmJiYmu8YUViYmJn8oG1f62bLOz9DxhhswaA+fDrPYsq6tUMnv5mTvQxKprQyzdlEj+T3dzP+6jjULm/jwsVLye7i1cFk5r4m9jvSAxRAzIw9I1cmCu4pnVzOtLjy0hLwudj18ONhOJ2Xm2jjizCScCQ6yvFGW/9zEmmUhRo5zctxZHrZtjvD47Q001Bv7UeEWdbUWNm+KkpCo0vsshlPTy8rz79r1Ovb5x4I8+WCI5t10be5/zCiLPPUEKC2HNWvh8IOMff2y3BBVHje8/gj07wm1DfD6+0Yvk9UGQT80Bo1tKKGVnwUPXAnpKTB5D6ipg+c/gN5dICMFquogLQn6dTWElRok7HVDfZMRnPHS14aj1R4l9JSYUuerHKk1W+Hd2fCaWuP/17JG3J+opPTFUIEQh4qYUoIlWclwES65ErGuwiKekRh1JariS0HVMLPDRVD9LGETaraV6jH8p8S4Z4swskiPlnrNBtUFuINj3U/mXann95Pt5ovwU2+2t4AjZVtBuU/NyEJCNIbJOayVY8sUYalE2ftyPmZsu4mJiclvxRRWJiYmfyhK8NRVhfTCP+ZgZeQ52ggrl8fCTS930uIq0BLhgctLWPhDM9WlQS0m5n1Vy/ljlmohlZzh0C5VXg+3fu6KOfX0HpXElHPyqCz28+LVRTsUWar3SpX/dcSwPV1k5tnZtjlMUrKVJ+9t0sl/NzyURFauVUeNV5dHeOZ+Yw7WIcc5Of/vbpKSojpyXblWCSmwxwQbTnuUtDS49Go73XpY+PKjEOdeaGPrlijXXBGmvGPDjvQ0+PI7ePBJmDrZSApUgXBffwcX/t14TmEBdO8MtfVGNPvQ/ka0uSoJVC7Xe1/BoN7w9hewfrMxl8sfgNQkuP1vcMQ+cOFdsKEYhvcxItR7qBYh1bnzM5xyABTmwHeL4Je4EkGXw5hZpaishxteg3MOhDXb4PLnoPq/PjPhmbjEvS/lPiVazhFHJyqOTpOILSWo4icaHyXOVET+tL4Vtw3VB6Uu3lCJb1clhDny2CxxlWIDf2PuVHxoRXsS4x5XTtdkcbGqRBwOkn0G5FhiJY7qNUfLvsJyvKlyv016yiaIINss0fId/76YmJiYmGyPKaxMTEz+cLoPaI3Lczgt+hZPSoadnM4OLb7cPiv5XZ1Mf0vqyoSWJsMF8DcH+OHdavY6IoP1vzTw2u2buXvmcHwpxtCk0QdncXYfVfr021i3PEBLU5TEZCvlJWGWzQ/q2VdqLpbqd0pMtjDlaDefvNlMydYIaRlW3S9msUb1ulS5OMopqqmCwq5yzM1RJh1g5aijHVitUfr2t7BmdZR7bts+3GLYEHj6EUhMgk8/h8wUI5VPhUn07gk10ue0biMsWWUIqrJKmP4jDOxlOFnL1sAFtxpBGDEeewPOPspwu1R53+hBsP8Y+GER9C00RNmpU+HRt43I9QOvgOxUIxn/b0ca7tVR42BoN1i5Gc55AJYUwWszjNufB1VO917cv9V79kIRLjJMTIuVG+Xfyk2Ktz1jro9dBMt9IrLmi5BSwmUJ0FPETJM4Q1FxrsaJ6+STqPZlIsIOFWGn7MBYjaW68J2lN0sdQ4scr0v2VST/HihJgqofi7jI9pB8HxNyaj/I953lPHrK3C4VB29iYmJisjuYwsrExOQPZ9uGIJ17G+JKOSTJ6W0H9Wbl23H7LHgTbNpVWjijsfV/Ug4LR1+WS9eBPr59rYKmxiiTTs7G7rQy5pAMOvfz4U1q/V9ZXk8v44/JYsYbO7CFdsARZyZjd9lweSE9K8q1D6fx95MreOjmem58JBmLJUq/wTa+WJzG28+38OwDTUyY7GDseCvhsBERr1IMb7rSz6TJVqYdbrhcah6V06UcJYt+XrjjQEOmTIacbGhsgsn7ws8/GeV4kSgsVetsQYmmY8+HkYNh/SbYtBW2lBhC69k32ooqxT3Pw6tqltST0DXfcLbOOQpe+wRaZOBxdZ0hsPT2g1DTAAufhpw0FcoBXrtRyDa2D7x0BYy8wBB8f24cIlRC8jUs7k03ER/q65txARYfSPmdXxwlJZ6Q8rwHReiskLK/flLqp26xcIt4URdjLxlSHOvLUuWKtSJ6KuT7ziKWYsOGP5E+qUNECKaKMFshx/+jbLdO0gX3kfCNSJwTZpN/d5HhxKo0crHpXpmYmJjsAlNYmZiY/OHcc94WnvixB4kpNl0CqAIUHv6mu45Nf+iybXTt59Y9TyWbA9olUgIlxvgj0zn0/FzsTgt9Rvp4/MotRMOQkGzXyYEZBS5CgTAOtzFsSYmX7G4eUnJcHHtjDxLSnXx0bxGrZtfs8Pi8CRbGT/HqUkOPx4LbbWPCVA9X3J3C3O9aWLkkyOCRdt1/5HRYmHasi+kf+znxwHrOucTJ6Re6tHh67pEAX30S1rcXnrCQkmbhjgccOOwWvO6onmf1/FMdR7Fv2QZ2N6QnwJYNRvS6cvAqSuDydlHrSnx9N1vcwC7wj79CVjoM7gdHnWsIpnhUbPuiNdCzED0rrEserCuGu1+B3Ax4+fNWoaQE4mOXQNc8Y4mtnC6LiK6oBFeoQcZ/bmGVJv1T74ljZBFRUi59VMkiYpQ4iUUvqqG/s+X+80RAKRolGj1WK7lNbvFY5eq2L2G1yb4jcYJnkBxTovxbOV+IyHKLIEyW7/1x4irGTHHR1PmExCGL7Ve9NiD7KpV9OSSGfv8490ulEP7GSdUmJiYm/wOYwsrExOQPZ1tRgFOHr6awr5t1i5t5ck4v0rIdhEMRjrogg3cfraB4QyrpOXaWz21m2/oAx52boOPRawPKRbLiSbDqeVZJaVbeuWczx17dRZcNhgJRZr9fTtehSWQVuinb1MKir6s57qYejDzEWNx2GZDAh/cW8dP7ZdSVb5/u19wYZe3yAGP2cf8qLiw2OPRkH/tOc7NxbVA7PVpkWIxSxvq6qP73Y/cG+ObzEKGgUfp3xU0uWprh+Uf9rFgW5ZpLg5x5gY3SYrj9uiDV1ZCVDVMOgj594ZOP4IcZMHgoRFQ5oVpG28DnhYoqJfQM12tHTBgLBblGMMW4EfDtq/DP5+CNj9s+b9JoY+CwIR5h2Tp4+6vtt3f72XDUROMaaKJQ1wIJSkyF4f53jfLAPy/KYbpeXCCV3HG2iBjlUJVJKWBYxFD7idCxlJIXRYSpbQ1QHy1ID1f7uMRMcZ+OEnHzTLshxHPENVKu1HcSeNGngz/dUUkIbBFBtEXET28pN1yyg+NEHkuX84n1j5VIIEbM9VKPqTdEtgRnqF6xN+R4TExMTEximMLKxMTk/4SK4hAVxQ0cfFYG2YVuXRqnGLRXAg9fUczfDthIThcHRcv9nH55Isedn6ifs2RuQJcHuhMseujvqCnp3Hj4Cn75toajrijQARav3bKRyq1+8nv7iIQjnPNYf7oPT9Iulgp0yCz0cvK9fTn6xl48ce4y5n0QHzpgCKZXHqxl6Fg3CQmGqFD3qbWkcs+ycm1s3RghK0fN4YJP3vKzZH6rZbNqmeFCPfuel5F72HQJYGIy3Pp3Pz98G9G3GPsdaOGBRyzkZxv7OeOMKEcdEaVTvrFPnSAooiY5CT77GkraHq4Oyzj9BPB6YNESI8giL9MYyjtqMDx3FyxdDctkpq0Sheqmjkvtc2MxrOggVVs5UYeOh2DE8CnU8azYBOfcA707wXe/wLr2ZsufjpEiIGpFmHSSniUVDOEQx2esiJevd7AN9dxXgLuljNAjjk+8sDpYbrGep5AImXhhpd4Mz7fbdicRdFZ5PFbSZxcRtSpO3KlUkmkyvPhLEUvtmSWhHcqdGiXiLEnEo022G++kRSUMQ23bFFYmJiYm8ZjCysTE5P+U/mN8xkwq+XdmJyN0oq46rG8KFYkeKwnM62xjxic1jDooTa/pitcbn7ZvXNbIPSe3zQLfvKKRPY7MpnN/H/WVAVJzXASaItgdVhweG06PjZPu7se6n2uoLm5bL9droEsLmsryCKnpFipLQxCO6B4kp8uwktatDvP+S828/GjHlk12jkWLF1XCl51rlCa258hjrKSkRH91wBxOuOY6KMgDn8/okWpSa2WHUW730Rci8uK48gJDWKlt/DAHjv0rPHQ9jFFGQhRcThg+oFVYqWN66h04/1jj+2sfMe53OmDCCKiuh7lLjT6rZUWQlmjsU31/xp2wdD3MbG96/KnIF1ETkp6mNHGplKK9WpwjJXCuFPHhk/I6JbDaWYNt2ColhRH5Ph6V5OcU8WKVfdfIfQPl+/jYd0TwqH02yfPUvKsPRWBZJO1PHVusR3GwiMOIlA+qPqmWHRxnpjzPIa+P9VmpUA+v7DPWa9bYwfmYmJiYmJjCysTE5P+UOZ/VcsBJ6Vp8qMV70YoWRk9OYt2SZiq2GdHO77/QyMBRLtweCy8/WM8X75azYWmTjlH/6oWdh1JsW91IU11IB1qUFjXz8rVrOeOh/iRnuwgGo6Tmujn/xaFsXt7Il48WUbzK6H35ZU4LddURXX44+9sAFxxcomPWz/57ApMPc+m+JRXD/t5LzbpHrD1DR9nZsilKTj6Ub4nwwmPblxwqVi6Pss++FhI8RuBFNGphwEAj1a+6MqpbX/QsqQajZC9fZRa0o0uBkdqnjkN9v2AJPPoSjB5siC2VTnjCIbDHMHjiNVi4DBIToDloXPMJo+HNz+GBK2Da3kaM+jUPw2ufwRl3wNQ9obIWPpuzvaj7c3KdJPk54hwn5crkiTPTHdgkrk5SXB/T0RJJ3nHfHDwtQRKhDgYOb5YywWZxjFaISDtf9qPeP88CP8W9plmETpZssySurO8UKdFTomeexK7Herdiwm1Hx4mIrgQRWLH0wkR5TbEsF9TvykIJ0agUMecWsfY/8UYxMTEx2Sm6N3nnTzExMTH5fTngpDQOOSeD0o0Bcru6yO7spLI4yFWHraN0syGuvD6jl6m2emeLQYOeI1V/lYfF06uorwrSZ2wyPUYks/yHako3tpCU4eC0h/rTd+8M7ZbZHDadttdQE+aqYd9SsclYnHbv56Cgu4MFM1vwN0dJSbey5yQnl96SiN0B61eGOGm/qu2ElSoRfO2rJDKyrfhbImxeF8LtNsIs3n45yIGH2JhyqJ0lCyO88ESQq2+0ccqZFhzWKC57VPdrJSdDOAjrV0VZOA/G7wWlpXDK2VAUC48Txo2Bh243nKlb7odX3obOefDlC5CXbQgy9T/3phYjgn2vo+CjR2FYf+P/+ItWwkHnwNJ3jPK/BA+89RWcdxv/g1hl5lRSXM9Uizg2CXGhEtcCp0nPUyxQQvVR3SoCR5UOth0RsHOSxB1rkvj0kJQM3i/H5JVSw1gp4Fhxv4qkd6tWXtMgwuw6OS7lWCHOUmwwsEMcptFybi+LUNwRyjE7VY4jIiLKIdtXAuwdccwOl/4vdf6vmamBJiYm//OYjpWJicn/OZ+/VKVvI/ZN5JoXCrXAUSWBE45Op6osxC/f1VG2OQCNu/7cZ/C+aZz7eD88CTaKFtVzy7SFrJxdy7qF9Zzz1GB6jkll/fwaXr16NZe+lURKrssIZoigXa0JZxSSVuClcnMzH9+5inXLm8gvtPPYR+lk5tj4/tNmbr+8juw8G5+909KhW5WeacWXYKGxIUp6uoXkoTaam6JcdI2L1cvC3HC3i6QUGL+vjU0bIsz/OcIxJ9hpCIHPo/qqlLiCTz+K8swzsGoV5OZAVbUxe6o9qvxv7BQjjr1OGRhqmbwNzr0O/nkt9O5mOFpaNHnRfWGPvQ53XGo899HXDFdr+k9wyASoa4TvVVDc/yQR6Uc6VVLvfpaStypxpNwiLJaIkMoVwWGTx24WAdMgIqtteer2/VsqBGODlBm2LyNsFudqiDhPKoBCMQY4XcRMheznVukFiw00ro4b/GuNm501U+67Ki717wDgyZ0cZ247tyv+c9iYE1soLp9dHL1xkoxoYmJi8r+LKaxMTEz+v7F+STPlW4NkFzhpqI1wyPm5uHw2ite38I8pK6mv3nmmt9VmYc+jsklMtVFfFSK3p5fUXBflm1ros1ca/Sem63CLvuPSmfHSFj57qIjJ5xeS0cVndI9UBRh9dCd8aU4iIWioDPDFA2vZ52APnXs49FBiFbuuyhE/fqOj3hQjDOLg4914k21azJQWB0hJMcSMEmEut5rFBf4WsNuhS1cLvfrYqawCmwWeeSLKm69GdZJguVq3C8XKBBBU79XI4bC+CDZtliV4c9tsN8W3s+GVD+CS0yFNVaopL6HMEG8ffQvf/Wwcb50kf198N7z/rTHHan5sDf8/yQdS9nYGcJKImm9lyG+2OEdXSumeLa6nKSzOkxIxGeJA7UhYqX6ny+X5ThFu2+R1qpfqJnF8HpM5V7XiTiGlf+o1LeKiXSAiyhIn2P4ODJferKGSHhiVgIxCccAicdvZERZxufaQa1IjQRwj5DzVdYl39WKvUaWHJiYmJv/bmMLKxMTk/xtVpSH+ceg6+o700qmPlyMvyaehOkRGnpPeI33M+3L7WTmqh8jmsBL0Rzj1ru7se1I2DpcVt9fKnA8rqdxiLBpriv34myL4Uuw014V0WMWCT8r45P71dBmcRO9x6WyYX8MZz44gHIpis0bJyDE+nd+2MUSgJYrHa6VkS4jKMiNUoyP6D7Vz8HFuGuoMEfXInQG69oAu3ay89kyQeXMivPRUkMOOtbNoXoSRoy2Mn2QsSL//Jsy9d+y81FFFrb/yLAwZpLM0KFoPJSXw+DMwU2UqtENFrdc3wnUXgM0KA3rD6UfDPU8Z98ejwjG+7mAb/5scKGV0NhEfSqTcJQJH3ddVhI9VXCCHlMHViVgKyi3Wc8QO0vxi86i84kwFRTj9ReLWAyJs4vlZhvoq8bIAGCaiySK3ZeJkqXRAJH3wARFfneL6q6zivsVmb8WjHjtCygDXAirhpK+IO6Xm29Wj6lLCIulBU4IrXpkPlXNT9/8grzcxMTH582MKKxMTk/8TUjOs5Bc6WLM0oGPTY6jAih8+qGVoXYSaMj9J6Q6cbhsXPdaN79+q5Km/t/aCFPTxcuGTvfRz3r1vC3sckYXNaSUSiWK1WUnJdjJ8SiZzPy5n87J6nv3rEvrtnc6qWVUULWgVaRt/qdM3xQe3ruLwK7owOK+Mnif4ybGnce/lVdjs1RT2svPNB8001BkpflOv7qdDML55fB1laxsJtoSpr43q9MLkFKueY1VaHOWN59oGV/zztqC+qd6n595yEJVFcUJCzHHYMd0KYUA/Q1Tl50KnPGPI76hhMOlg2NwunE2lCr78Pvz1JEiXubD/GwEU/y4rpUwvKqJJCZHYALGwlO0dJj1Rn8VFp2dKaZ1KFTxG3KPLRTilikiJSAjFwRIKYZE/v+r+2A9HPT+GU8rsyuSm7MtrRMBFpTQQEWU/Ag+1O5dUEWHx4isgQufuHQz37SquVFTEVYqkJYZkZpXqrWrPy1ICqPYXc5e7y6yrWL+aeuypuBJCExMTkz8vZniFiYnJH06Xng7ufj1bi6tl8/1cfmwpwUDbMItTr8slOdNBRP1vyWqjpjJMJAwXT1hG+ZYAhQN9HPzXfMYelqGHAisXasPKZkZPy9Q2ViRq1WmALQ1hbjl4oe632l3OuyGVM/+RosvklDg6csgWthQZC8XsPKsuOZx263BGH9cZi9Wi+5M2L6nnpXPmUjS3kklTnUw6yMmSBSFef7qlQyFz6rl23WulygLVuRWtiXDDFUHm/bRz1eP1wgdvGo6VSvZT6171iupymHYszG9vbghT94FzT4QNm+Ga+6C6o7W0SfyVlllTp0oaYCzJTwmaGJ1EWKkyvngmSQ9Tg2znORWsL2EUKpjidnne2RJ7roRbnTg+/SV176I4d+waub9BXqtS+GKouVTHxgm+K0R40U6Y3S9OWEREUbk4bTuq+VQi6jw5/pjDFRGBNBt4s4PXKLfqRHlOk6QYKpdsqpxjVM7hCXncxMTE5M+N6ViZmJj84Yya6CE730ZDXYR+w1x06+Nk1eJWZbX/CWmk5jjw+Gx6KRaOWggEbWxb52fyqdnsd1ouvhQH4ZAxI8pihfpqeOpvqyle28LgfdPJ6urV/VnuRDt/e2Uwt09bQOn63VvMqZAKJZ4ULreFvEI7pVtDTJrm4ZLbkrRbVe6DZp16YQwJzumZwGE3D+CfB81g+scBfesI9ZK0DAuXXOPErdL6LJCeZeOGK0K7FFXp6XDv3ZBfCIuWgd0CQweh+8E+/NQYDrwjPv7GuJnsDIvEm+8n4uEeES5KkCjE8vsVNRS4I5RAUkI+WURXZ5mF1SS9SskimmIOpXKOGkUUtS8zzZbZU37Z/wkirL6WwItYGqBT+p+kYa4Ne0pZY0CO60H5ujOU9fmNuHIu2a5DyhpjvV7tSYnr2XLKeRdJ75hywKJSohgTXiYmJiZ/bjqeYGliYmLyO7JmiZ/G+ggJyVbKi8O6hyme1YuasSnVIGVrqtTt+zcreOveYg48K4eMAjeeRBsOt0X3U3mSXGR28fKPdwbz4QObuXqf+aycVaNfW10WJCnDSfcRqmxq95j+fqNOJtRYotz/ZiYfLsnjghuSSEy26l6rjFApEVWPpwr5ouD2WugxJo0DLlUlWx2jhgvf/6yHj2f59HwsrcuE4aN3/b/f88+Dww+Hwi4wZix89Q0U9oPug+CcS4xkP5N/h6HiuORKf9E4KVsrFqGhHJjdYb04Vo9JiMRCCbhwSX9RTPy8C8yXePRHOxBViLNULMLIIr1KR4gIiwVLvC5CcIbMvFIhE/F45bl+cc3Uc3aE2v7xUsIYi1Rvke8/kWsQK3tsj5pAHSvVbRGn6mIpqXSI+9ZPwjZUeIeJiYnJnxvTsTIxMfnDSEq1kpph45c5fv5+Yhnd+zmZM72Z+tq2gQ3P3rCN5HQ7k45Lx2q3sG5xIx8/Vc5lL/QiLddFVCkSC1pUhcNR7VjZHRayOrvoNSqJ2e+Vc/9flvKPD4eT1dVD1TY/6+bufu3bwh/9fPFWI1NPTCQcDJOcasHltOL1WYmGotpp+/H9Gt56byY5fRKZ+ve+2h0LBSIUDlPORMcMHmFj3CS77sFqboFQQM3ngsqyKBvXR3jhHQcpKRastiibN8KdNwTp2t3KssURysuMocFWPUTYWO8mJkONMilM/k1iARKxXiqn9CspoTNHhIzitzSnLZfbIRKE8YsIkm/jBFRZu9JCOnCrlNPzT+nFGiv9VIkiAh8W96tO0gQTxZVaLnOsjBlwRmDEABEzyi36q7hf7ePdO8lgYZ/MuPpCtucRh0s5dD1kPyo0o30ZoDrG7+R4zpXrqfYXirvGyH17yDUxMTEx+fNi9liZmJj87hT2dnDUOclMPEQ1BVn47sMG7rooLkt8BwyflERSmp05n9bw6MKh5HYzlEUU1UNlwd8Y1hHovjSXDqzYsqqZWw9bTMl6I3g8KdOpBwNvWlpPxebWZLYRE30MGONl/ncNLJndGlKuyv6uezKLgWM8bF4boGtPG+lZVryeKDb9sVOUSCjKT9NbuPCoSj2nSjH54l7se0EP/djXD6+hpT7MxgXVbPqlrerp3NXCy5/6SE230Fgf5aJTm7ESpaYarr/DzrCRFlLSLNrJUuJJOVAqon39mijHTPHjtMPLL0HfvrB2DZzwF1inkrlN/g1GSox6V5n9pMRPVATV079RTLWnULbhFTGlZk19vpuvLZAUwlRxtC6Rvqc7pazQL8KlWP4dEeESlqQ/5ZS1SzLRzlbM+dogAiue/lIKGRRx+bS4dwfFhV6ERGy9IG6ZWwYDj5JtKAH2uARzFMTNygrL8cXmYS2RIcImJiYmf15Mx8rExOR3xZtg4baXcunWz4nLY9Fuz/iDfLz5WA2dezjZuDrAxjWxT9bbMn+6kdSnUKV/al2nSwMtFu0OqZlUM14vI+CPULrRz4Ivqn4VVYq68gALPmsr4HoPdfOPJ/PwJdk45Mw0XrijnC9fraGpIcLw8R5G7eMl4I/Sa7CbD5+robYixL6Hehi+l0tC1Swsmx/4VVQpvrh/NUu/LMGb4uQvjwwjOddNU02QDYvrSS1I5Mdn1zLjyTVsKopyxVnN7DXJzuL5YebMaC39ipUFxr6qPq7YrVsPC0NHWvn0gwjj9v7dfjQmmgukVM0jfwIHSqqfEic7QsWOT5DkwNgcp46wxc23iiX/7S6DxIWqFYHSXUIn3pa0QbuIFI+IrKiInLD0Nan+q/bE3m+6cxG4VETZO+JArZJ99BbXa6nsOzZgOFnEpzOu72ySOGlOEV0eEVnrpBcsQ45rmWxjvGxD7dPExMTkz40prExMTH433B4L+x2ZSFa+XZfqWSwWvEk2mpuivDavs+6jKt0S4vKjilm5SC26dszrt2/m1FsLdQpfS3NEJwSqgcFfPFPMQX8tYOq0LHK6eXjuynV4k+z0HJ1Mdo8EMgu9LPm6gkWfq7IryC10kpzhwOWzk5Rh4bw78xi1fxJXH7WBqrKwjn5XvV9K0BxySiLN9RFmftpAzwEOfT5bN4R46u7tG/+3Lquj78QsEjJcNFYFSMnz0DfTi78Z9r+8P0s/30bVpkbm/BDWt/bccnWQK66z03+wldx8ix4erFClf2r479JfzIz0Pwa1yI+/trW7CFbIkBK8LHneJRJx3hHrpCdpqjg0X/2G41LCpkbEzNa4uVFviaOUIv1MnaS3qZMIou+l36qjYdob4vqrWmQ2l+I0EVQhcZuUOIp9QLFWvnfL8ahrVS59Y8hzY4mBNrkmY0WMbZagjKgc777yWlWa2PGHKSYmJiZ/JsxSQBMTk9+NG5/NZs/JPjwJFj2wV4VQ+AMWwqEIiYkqRt1CNBzl0esqePp2tcDdOb5kmxZonfsn0HdsEst+qMWX5uD8x/vgcNt0P9YLV65lzNF5FAxMxJ3koqUxTH1FgDunzWXbqgZSM228va4frgSlXCwEWsJUbg1w1h5rqC4Psfc0H8PGeZhyrE/bYx6vBUs0rJP/mhuj/PWwMpbN73hR6ElycP7bY8ntk0SwOYI9yYPLFqSvYy3bftrKo7c1MmdGRwveVpRjtfckK0NGWNj3QJsWWDf9I8SsGTsfHGzyr5ItJXEDRKC8sIMIchV+coYaFgDsLcLEJ0Kntzhct+7AKfpX6SxO1RJJ09sRZ0johvoTXi3Jge2mP2uh87QIIaf0S6mZW8i2lUDs6L2ZIMegXrNCXq+c5NgHIZkyzFhdn1nSf7WHPB4rf+wv6YLuuFldShS+2kFUvYmJicmfB9OxMjEx+X3+Z+KAIXt4dFmd3WmheHMQt89GXVUErzdCYpLL+CTHYiGzk1q07RjlHhX0dlNVEtSleUu+r9E3xYDxKXoosCdZ9XLAoZcXYnU7sNmt+hYJh7ToSsxw6kqnmoqwjk4v6OXQIsbusrJlXYCaCmNR+f1HjfqW19nGyPFuIhEVGmGhtiqML9GqZ3AtXxBkxF5O3f+0cHZrrHpzXZCHDptFXr8kKjc2Mv6c3hx/tJ+c/Aoyhlq5/j4fU0fX7jS9T5U6fvd1hO++hn/eYcb8/XHEhth2EbGgBvY+soMYcos8pgRVUFL9rOJITYgriysVIbE7HCliSPVP3bgDgaHER+tA7I7pKaWBtrjzGiozquKJyPEOkvPeKo6S6v96fweiSj33LFkafCDnHYtdnyRCSe3n3rjXdBORqhIQY0PVpshzbXF9YKp3a5jExpuYmJj8OTGFlYmJye9CKAg/f9OkHaCG2jCPX1fBql/8VJeH6TnQxX3vd9JOlnKBNqwK/Cqgpp2ayn7HJrNiXjNPXl9GKBjlkscKGbl/si79u/Wk9RQta+2jWjqjhmUzahl6YAb+prAWJkpIqZ6sqIq5sFpY8Ekpa382HDH1+Ov3lfHXewv0DKxGdWxXb6PfSA97HpRI0XI/X71Ry83nlDPpMB+jJrqZcrSHvC52fU75Xeyce3Uix57pIxKFp++u5+VHWt0Bf2OI/OR6rnnaS8nW9az4PEK/k1x6v+r8TP4TOFHS+LLEaYmKsFGC4eYOnj9FBJQ7zu0pEnGgXKv4MsGzRVAoobYj0uOG7yo3qJe4Sbvbd+QSZ6hCSgDjSxn97QYIx/OABFEcKql/ZRILX93OwTtLtt8spYhBSTb8TJ4zVYYnW0TYqdRC5Pv+kia4QQYVu0TUheOCK2KJi/VyTdPlWMzyQBMTkz8XprAyMTH53bjzb2V89ZaHmsowq+MGAC/8sZk7Lyzhsn/m6BK7gp4O7n6vM90GukhKsek48q79XKxe1MLi2c1aVHkSrSRluJl4TBpF17VNO3vu8tW6JFBFsX/55BYmnNWVcMSCxRrhp3dKePrctpNzP3q6EqfbSv8xCcz6uIaKLUEe/rqQtCy77t9qrAsz67MG3nuunpMvSdGuVSRiIRSKcNDxPkLNIR3x7nJYOPGvCXgTrLz+RAN1NVGcTrj6ngSyclTen513nm/h+y+CZGRZeOLeFnPW1H9MYEWK3GIkiTDqiAJZ9Bvlo4bLtKcIIyTEYp1EoR8oZYLn76T3KiDb88hNpQfeAkyU7TSJ8HCImxQR4RcUh+0Wcaa+kNLFlSLQGuWxHZUjjpEEv1QRMhmy77C4Xolx4RxR2W9IXKbY71y+BHzY5Xhy4koCz5TSwRaZ4RWV79+W61UhgRh7SK/VShGiqXLMz8nzkVCNCbLvGb9ziaWJiYnJ/w2msDIxMfm3Of0faXQf6OLTl+uY+Wn7Xg+Dwt7qk2x0Gt/+xyQTiighgh6cW1cdIRwyPoWvKQ9hc1hITLHrxwfuqRZubVFJgNdNmqfL+gLNEfxBKwde2FX3T62aXY032UFTbeun4co9evuhcn1TdB/g0uJIBbknpVjI795amrhueYD8Lm4cTnC6LBR0s1NdoYI4Ijrx0OO1cepFCeR3sfLOs01sWBvEKtF+6r+NjVEeetxN4fA01peoxezuz9My+aNYLwJFBoJplDvzjDhAD4mAuAd4U5yaQ0VEfCWBDhNEFEVFBNwvoQ0u+feDUj6YJYESKr59GpAHfCrO2AVSNueU49hXyg2dImpqRPDESvcukRK8fHGmJkuE+mWyH+UQ7aiHzyUzqtziHKWKiFO3o0UQWuJKIdX35XKsHhE33WRfybKNUrkeVtm/K24Qcvw8t5VyUxwnrlZQRFOmvCZPBGzMbdtbxGJsaWJGs5uYmPz3YRaqmJiY/FtcdGcG592YzgFHJ3DLC7l07tlx/9SW9UFd5udNtNFQG8HmspKY7iIctVKyMcgnL1Tz3Xt1+JsjbFjWpJ8bDkZISGn7+Y/VZmHghFR6jkzSokrx2UNF3DJ5NmUb/RxxQ1/+/tlY0jqpxWHHrF/mp2xzQM+QUv1Uw/dSi0+Dm84t559XV+uIdZUYWFEa1gEaT93dwMa1IV3KqGZcHXSMh0ffSeH+l1O59/oGViwO8c2nAWbMcnLm86M4+Jq+nPPK6J0eR4xBh3Thou8P4tTXJpCcG3NFoM/kTlz806Gc9/UU+h/chbSuymUx+e1cKH1BL4vQDYigUAv+00UgKYF1vYiKjRK+8LHEhQ+NE8gtIq5WSviFV7an3LB/AKdKqdyZsr3zRbj9DJwEfCiOUbP8CXaJU+WSMsPMuDK78SKelChxSwlfvexPlSfuLBglLMdqla/lcrxWOWYlpCIi2GZI/Prj0gP1kZyvCulIkO9bZN/7ybVU5YOxuW0bxJlqj1uusf4IRRyzZtl/Y7uAjpjgVZhLExMTk/9OTMfKxMTk30LNglJlcsoV8iVaSMmwsamDlo953zdRX2/B4bNRWx/FmWzF1hLVgRALfmjm0auMeHRF8foAQyeqxDwrCalGMqASWooTbuzKPn/JJRKO8uatG/ji6W36/qRMN50HJRNoDpHV3Uf/iRn88JJq1t+epDSb7s9S/VYtzVEK+xhumqK2KkJ6jp2Cnk6cHhu5hXa2rg/ywctNbNsY4pJbk7VzlZgY1a/tM8hBeUmUE/c3Ft6jjy3AneTQc628qU4yCn1UbWnWwRkDpxbgSXHyywebaKkzHDXVHzb1luE6tj27dzJ7nNmbz25aiNNn5/jnJpCQ5dax9d0ndCIUsrD0wyJeOf5rIiEzNfC38bIIkzEiZBJlWLAauBuVP4dq0R8LEOkdFxKhRFYkrjzweXGxTpOQh1h5nFNEQ6oID7eU+anHewDbJGnPIkIuIGVysX3GXCufHMs2EWQW2ca3MjPKJQ6ccom+jAuNiCckAmiaCMPsuFCJt8QtUtfgRUn364iVIqZ8sr1C2bctbu7XrfJ9R8ErfjmHbvK9OvdvJP1wfbter3XiWKnn/SLXOSYcs+S6qt9nM+DFxMTkPxdTWJmYmPxbfPNegw6ncLgsrFsWYPnc1qCJGEP3TuCaZwvI6uygtiJMpx5uWpoi+FsihAJQtqVtE3t1WVAHYHgSbKQXeHhx3XBev2MrHz5azPADVeM7OD1WhuyX9quwKi9qor7CT2qeh+baIFtXdJT2Bhm5du58tzOdezhweVRpYohPXmpbrjdhqheX2yhVDIWhdFuEmsoIX73fwg9f+Ok72MY9L6SSlGKlZEuYTetaF3srvy2nZFUd6Z19bJhXTen6Ri2qxp3TmwOuGqQj4sed3Yuv713G4o82a0WqxJXdbSPUEtEuXcyZc3iM5DeVpKi2YXVY6X9wV/Y4bwAzH1RziEx2jRIWd4kYuE1K2Q6WRf03UraXLOV2T4rYQRya2ADcWP+REknN4jopasWFUn1OfSTcIuZ+5knCn0fuU71R9SKQIlI2+JiUyp0u275Ftr+nuEuxQIxP5OspEnWeKuIwLOWBb8l5KOESzwq5PSo9ZRZx1pQjd/luXLsiKWHMk0S/8XHBGXZJDFSuU3uR75DnOqXfqlDOPXZ8A6Uccbk4ZG5xwlJlu8fKtXtJBOSBcv+quGtvYmJi8p+HKaxMTEz+LZ6/u5qVC/26V+q7Dxu0A9WeA/+SijdZ2VqQmmnX6Xqqp6qqLMSbD5Tz8bNto6c/e76CPQ9JpUt/ByGLjbQ8G8dfU8DqefUs+qqKCSfkEGyJsOyHGgoHJ1KxqYXaMj8PHDOX/hMz2bS4lvXzYmVKrex9WDJnXJ9F1z4O3csVClt44sZKPnyu7XN//raZ/K4OHSHvb4pStMrPsD1dLJnr1y7VwjkhLjq+hj6D7Pz0fYDK8taFZV25n/U/V5Gc6yF3QAo3LJmmBwVvXFSL3WXD4bLSdUwmf3luL2Y8toqakhbtcKnHKtbWM/NxY/GpHK0fHlnOhIsHYlPrU6tNO1cWh41xlw7TYR1FM7ZSsnhn845M4GRxdkIy/2mC9O9UxS30VWJgR27NjSLMFonjM0hmMcWG98bclFEiJmJlnBYpZ7tKXK+JIh7yZL9OCYxAjuU9EUmxDxjahq+0MkReG/vTbZP9/0XcqHPEIWqPEijnyjV44ze+KUrktkHOIUl6rZSz9F0HokpxiPSGWcSFekR6y84UpyxPBFqhlDSWiHvmkNc45TndxN1yy7XpI8OGdz0Dz8TExOT/B6awMjEx+bdQJYCzv1Kftu+YbesDhPxQX2M4OzabRc+78jdFePexWElRK8VFfu47byPXv92bpCyV0Kf2E8XmsPLSNev5ZXq1FmaTzy9k6uU9qCnxc/+xiyhZ06hv7enc28VJ/8hhr2nJJPjCOpgiI89BxbYgc75Un7q35d4rKpk3o5mhe7jpOdDJ/od52Geqm5++beHKkyr1OXcqtJKeZdWJhvH0GJvOqKM762ANT1aCThfMH5hCXXmApmo/Gd2MJDZXgoMxp/Zg7cwKfW6NlS1EI1GaqlvTFD+9Zi7f3bcYX6abIx6bQJc9cmmuD+HLTmDfG8fSWN7Ma8d+SvEiI5TDpP2ftxxxOcaK0Fkp4mJH6X3teV1uOyPmVlrj0v2sImC+kR6jveR41ov4ahAxFSOWjBePnvrW7j61vX7isMXvX4mbdBEjHQmr2VJSGHPe/hWUIHx4N5+bI9cgLMd0tAR1KMEUiju/2Kyragnr6Bn3mBJuFbKd/uK0RSU6X5UvmqEwJiYm/3mYwsrExOQP560Hy6kuC5GWY6dzbzcj9kmguTHCq/fuWBAsm1XPg+et44hL8klIc/Dta+Usn1WnHyscmMBeR2eT0yuBqoowWV08DJyUTunT6tPv7fnrvZ0YMt6HL8Gql2mRSFj3bKlo97Kt21tswQB8/W4TY/b1MnSsC48XXbo4ZIyLrDwbhxzv5pKbE/VcrGPP8rJ/33ICgda5VuFQBJfP1qYhv6G8mfKiBtIKE7A7rFpEKdFl8zlwpXp1z9S819XCuy1NVX59e/GoLzjhzQPJGZRBKBihsbwJX4aHwnF5prBqj3V/sNxkBEFEF0HkVnFDBkrIggpnuLqdyDhPUvuKxdna/mfR9k9nWBb6iyQhcIoIttfk/lhc+RPSg6QE9btx/VM7ixM/ALhY+Z/ipilxiJTBeaWMzxrX8xWbPRUfJ78jARjfu7QjUkWMqmOc3+6xviJu/JKq2HYUgsEMcaNsUuoXSyCM/T5E5bY+zjV8U8oiM2W/VomK/0qE4b4iSJOlP80UViYmJv95mMLKxMTkX2LQWA/7H5PEtqIAbz5arYfpdsTRF2Zw2DkZlG8NULotzIh9k/X6auXCJmZ+VMeUUzNobogw4z3DhUrOtONwWLSbNPP9an2Lp9+eyUy7sAC7y4LXB+GonfqqEJuXbe88xfAl2fB4LNpei6LmU1ko3xLg0xe3LxdUZOXZue3FTB3MYdPBHGEdvb5hTYiqsjD7THXpMkHlpOUU2Dn86u5sXh1gzhtb2LSohveuW8qAyTkk5PjoMiKL5roAX969jJOe3Yvm6gC+dBfBQAR/yEKvSZ20YxX0R2ip33FjvsPrwJPmVXafdu5SCo2emdEXDGfbogo2/tDRAvd/ENvZYLsTIokiTMaB5XOIKtF9hYiK40WkqAU74gKp/qYkcU1el/K+jjhC0v4aRIwtkt4sdeuIgJQPxtiVu6jEx0WSoJctIubauMcPiis5jKUL1kqohOoT25lYuk7K6z4VwbejZcHdQFcRa/eK2+WUYz9VRJNFeqHU4+1ZLNfILsfWR9IFbfIz+UlKC+fGCb4a6TlTzzlSrr9VeqyeFsdMiapGEb/tyZPz3yylhSYmJib/95jCysTE5DeTkGTlmidzyClw6JI+FZ/+4fPbf4Ks+qmOvjBTO1UFPV001Edwem16SZbf3cXfHurMiP2StUDJLHDqx064upN+/MPHSnj0EtVkD8mZDrIL3WxYImV+SiNFoL4yyLevljHr3TJWze5YJLm9VlYtaKL/SDdRKzTWRfjshUrefLCCkk3bq8EuPR08+GEu3Xrbfx171NJk4d2n63n0xhpdBrhySYihY5zasWoIetjrrN5EwuBLc/LlQ+uY/comfRs0tRNH35+E02vnmIdGUbWxgYQMNzVbm1j5fRm9D+iinSqb03CwmquVC9AxeUMyScjx4nDbsdrVgtOiBZs71UXfQ3uYwiqG7SywJIJNvUmSIRICxzUQfAaisSG9Kkihod2fwlh/D9K3tCOuElclR3qa1O33ZLQICI+UCMa/r2O9R43y+EoJeRgjYkMFWOwI1fM0OC4cQpUVdhDfqUsKu4nAcchzz5ayvVgvmEUeL5D0RCWS4t+7SuTFl+Q+J/1hjdI/1r7EMZ6wCLfYcGaPBHQoR+soEYgT5VhijmOGuFtuEZpKyJp9WCYmJv/3mMLKxMTkN5OQYiO/q1MnAboSrIzaP7FDYaVmUlmsFiNhLwpun/3XaHa73UKPIT7CYXA6LfQY5GHEgWnarVIccGoWT165iQPOyOUvt3TVr1s2s471Sxqp2ubHaoXZ75fz9h0b9fZ2xF+uzmHS0ak0NkFDZZAZ79Xw7E2luhSxI4bu5dGCUG1ThUWorzO/aOb2i6rweC088GYafQc7Wbc6zM/f+8nYvzdhdxSn20bvvbPoNCyTyo2NfHbXcvrtn6vdKVeii8Qcr+4Fm/X0ahZ/vIWWhhCdRmTr9L9IfYQ5T61k9tOxoarbs3V+KXXbGvBmeCRq3aIFVqghSMXK1vAPZ6ITZ4KThuIdO3h/bhzqB2d8q780gzUVbAUQulXizb9oDYiwHATRvUVseeOiv3dEhQgKJFhhnAQqILHm14srpkr4dvzz7JgTpERRCRP1pn5f3Jp490vFq08VJ+gJKT9UQkSNK9jZz7xWzk9tOyIBE2ogcntqRND55HkpIlysEgTyqhxbP7kOd4kL9YMIqHMk5GOl9GT5RezE3MHdoUYEpPEBgiH0BoiDF5Ltz48LEUkXUdUiQixW8lklSY1OcbLMEQUmJiZ/LKawMjEx+c2odWtzC1jddpTCGTk5hb2m1jHzY6MHKkZTQ4SX7izlvDvzdfmaRVpTWhojlG8LMm96NYecm0VLY5Rv36qmx4gkktLVp+RQVxkiNcfJCdcX4kuxEw1HGTwxhV5jkolGLRSvbd6lqIoFVySk2vUsrIRkO+OPtFK0IsCnz28fmqFYscBPVXkYX5Jdi79wOEpqloODjk8gOSXK0LFOGuujpGTY+eHLejybipl4VlcdKpE3JANPkkOXNKro9w1zKxl7ak8sNkNYqrlWTp9Dx8GXra7luSO+Im9wOkWzSqjZ3PjrtZ1w5XB6Te7Mmq828+3t8/Rr67Y18sJBH7D330fS64BCLbK2La6kobSZBc8aw1nzR+dx0BMH4vA5mf/EfObco0q4/oew9gK7V1p41CI6ClYlEKJgGwEh5bw81fp8y1FgUVHkKSrTXhbm6ufQOlOtlUIJUVBleZdIT5USac9KKt9siSZXs7EQgXSa9EMNlN6rnUWFHy2iLEVCMBqlPyn2gYVN3KwvZTvqdy1W/rmzfrAY06VvK1XEiRIp8T1dh8hsLnU97pRod3Ud7HFDi5FY9Cck7U/hE7E2XtyzkbL9IeKQ/SvvwS/iXEG1rYh8H5Z9qfviB5FvkjLFVHl8nBzHPDkOJdCWSomi2pYZ9mJiYvLHYAorExOT34Ra+B9wQrKO+1br13Awqkvihk1M2E5YKd5/olKX351yQydSsx04HEY64COXbaFoWQszP6jRzpbqedq4spnz7ivULs7jl23A6bYSCkW1qFLOVyhgJK4p4eJOsOnn2RwWIqHorwOE27Pipyb2OjhFH7e6pWU7OPDk9B0Kq1W/+Ln0iGJuej6bTl0d2pXrN9zF9U9kYrVEcNojON1hasrDbN0QZuWHq5n9+hZsdgt/+3SinkOljsvltfHNw6vZ44xeFI7OwKbEVQQGH9mVgYcW8vXdS5j5xEpKV9bo49r/uhEMOKwbFevq6DQqR59vevdkNs4uYd23RihHfUkTH1/0PVbbDPof05d9bh6nXStPpo9I1EKPg3qQmJ+A3Wln4s0TKFlQxoZv4qPB/+S4zgB7EoQbIaqcK+XwuCBULQJA9fnEv0f7QtQXl8BnkflR98njDhEzHnF3MsXZUqJEvS4sbkkfEVbxjkhUStfOk+0Mk36hkJS1tX//TZUSwKi4L7PaiZIrpfcoJGEZSqj9FiLSB3a6HLcK8IiVPZ4n59NTRNp7cWWFncSJ8sSVSi6RGVfd5Hhs4kyp0ImAXOemfzFgIl3O0xsXTa9KOJeJk3ig3HeEDGoujiv/6ybDnEPy+t5xAmyYuGyIyFq6iwARExMTk9+OKaxMTEx+E8Mn+Dj8nDS8KmFPtbFYLTQ3hlk2Z8eR61+9Vs3EYzO08xTww8r5zVpUKbasaY2a3rbOzzWHxBLQDN65ZzNTzs6lpizI67dt4tCLO5Oc6eTN2zcw+vBsjr6+J4HmME//dTmr57T2o3Tq6Wb8kelYLBEqS4Jk5hsLLKfLSkNNiJQMGzUVHYdFqDlbs79qZs/JFvIL7Xg9YHOpsAorLQ1h1q8Mc/8/ali52OjRqtxknPsnty1j0oW9qShqYNaLauEJ714+jyPuHamH/QaDkF6YSNQRZcTx3bSwUhSMzGLUaX31B+vdO+URjlqIBCPaqVK9V9sdXzhKjwO64kxwEGoJ0f+4/jqUw+Fz4PQ6dRiGuu1zxz58c9W3bPjaOJY/PyGwJumZX0YKuR8sbjVZGYIxlyeO6MdgPR2iuWDxQ1Q5MZfFPeFxcWhsIiyUeOgR97hyQqrFWYq5VNfIwv5mcXFi6X0pEp4RFUdFBWjEi4mRIsCi4hQpkXOD9HQpsbKPPOaR7e5IWHUU0x7jfSkdVBenqt1SwBgD0FrmmCHHsEbO0SrHt07EzHXiIvWX16hAil/EEYyVArb9Xd41+0o/VZKUNcZSBYtFCMWOrUHEW2FckEVQjq1cyv9aRCQOF6FqjXO7xshxqz4zw+01MTEx+T0whZWJiclvQrkrLo9Vu0l6Kk44yqyP65j+VsfhETGeu2ErZ9zSST9/3vR6HvihP401YR69ZEMbcRWP2k9tWYCXrtvA7PcrtCu14IvWBeFdc/fQZX7WDAf7nVXwq7BSyYL3f9dff1XH66/1a4EStahEwCi5XRy8scoY0Dr9zRr+edFWHcKhyCt0cPdbnUjNtOFviWK1RrAqBamWZpYIjQ1RPnixkZ++2z5oQompmKCKseHnCu4d95n+/qAbh2kHS7FlURU9J+VTs6WB7H5pej1sd9oINgVZ/tlmUrsksebrzXoIcEdsmrmFLuMLsDls1GyqI61nur62SmhFwhEsDjvp/TM56OlpfH/tdyx9SZVB/cmJFBsulUpD0Y6FauirgvCTEFJldu1ZDdGzIKrS5DZITHiMVBFAQXFzQiI2YsIlKiVoU6R/J+bkqIHAMVQ63Z5SCtgijkpAHK54vHHbtYmwCEkC4GdSxqd6mA4VcafcrPYMFTGnPkC4VRwnJTD+Icf9pAz0rZIyv/5ScveFHH+W7HOYCKZ75HUlcp4+KU9U5XXIeWySWzw/ye230kVcu/g+sBI5j9hsN+UW1ogQVcdihNu0Eopzrirl9YVyHWKDh91xwlOJZFNYmZiY/H6YwsrExGS3UAKloKeTNb+0sGFVgIFj7dolUa0pc75QC56ds2ZhE1cepMqs4LG5A3UKoNVi4bALcnjowo7L1U65vRvjjlKziKCgj5dXb267kKra2kJeb58OtlAmRYyDz8kmJcuuS/IUrkQ74UgUiyWqBZYSViqCXW144hHJzP6sjh8+NNyMQ09PpnMvp+6tSkpTzlGIcBQdh75pZYDHb65m+geq9KhjBk7tRMHQdGY+vZq64rbP+/yWRRQvq8aZYGePC4Yy6tzBOiCjpT5AsDHE1oUVrPhkIz8+smSXvWPzn/yFqjVqW07S+qQz/vpxWB02tv60lS0/bmXwmcO0vnAmu+h5SG82freR+s1/8tk/EdUjVAU25epUQlDNsFoGgTs6cHESwfMOWPtAZCu0qPKzQrBOgegaiHwui+6xsph/VHqUlPPkEddHLe539oOqlz4rxHG6X5whizhHqhzvERE2ZRLYEBFhoQSGev8cLAOGXxLh17KDIIizRESo4/mbCJITpA9MbfPvwEw5jpPj5notF1HZW45toIgxJbRqRWS9JMerzudb/hjGi5iNipBS860+FGE7ScRovjy+THrNVJBIe5rl8RiLRYhZZbux6++WazxGnq9csF380pmYmJjsAlNYmZiY7BYX35fD+EOSaKwL8/2HDeQUunH7rKxf2sJ37/62Bbu/KaJFVVS+3xG9RhjlSUog9ZTv45n/WTn9J6TpfqQeI5NJynRSVx4g0BLVfVsen4p2jxIKRAmE1ayoqH48p5NVRJcFb6IaCNy6oBo1yUckEtVhFzoCvTFCOGhh8Rw/155SSnnxjmdN7X1eb468f5Te9t7n9+HWIR+Q1SuF7N7JrPxqK5UbGljwZhFd98olq0+KXt9ZbBYcHjvhQETHsSd3TWXYyf1Y8MLyHYqrgj3yGX/NHgTqA3z99+/oPqUHoeYQgYpmfJk+vr32e3ocMUBvS4nOLvt258iPj+P9I9+iek3HvWV/CoKfQePlYO8HgU8gFHNX2mMDx9FgHQDRWrB2A9t+YDvXWMBbVN3nTAicKvOUtomYUV8vFRGyVcSHcqSMDwx2zjciaj6QQAW3uEwXiLCpjIsIL5H95YmwsspxRMRFUj1gb7XbfswxtsRtJySvTZXbqVI6Z43rQ+oivUq95LjqpJSvVnq+SqTEryMR83uRIE5ZVJYlfulDKxRhOELErFWOr4/MGtsdfpaflUOEJnG9Yp2l3FH9XNZKb9kOBvKZmJiY7AamsDIxMdkl2QV29j4sSYcvpOc6tOC4969bSc6w8fNX9fQd6WXjyhaa6ncvzvjhvxVxxEW5NFSH+eKFcvY+OoNta5tZsyB+9g18+2oph19aoPf7/evbJ7UpcRZojmg3yeGy6R4uJZw+e7aMzn09dB/koWKTn2WzG3QfWHKGnW9er+LBb3rgSbSgihmjVqsOmoixeW2Q/O5OPRh43neNWCJRKkpDPHFjJTWVOz+/gdMKsNlVAmCUxCw3f190qJE2Z7Ew5tRePDL5c1rqg5SvrsFfF8Sb7v71Q/Jgc5ieB3bF7nXqckAVVLH6846dvH3v2JuM3ml6gbjH5aNZ92URXfftis1pY80na0jITtBJhC21LTjTfFi8LhI6p5C/R8GfW1gpAm+1Vo7tCM+DYFeCJRWiboiUQlT15uSBRRbw1hFgOwDCcSmCuq9JleZ9LGVk6lruSLx1RKW4J7FYd6cIpdif4h/FrbpN4sSfEDERiSsfDEkf2PvtRMC94iip1z8j970obk9SnJN1gpQEqiRAm/RKXSqlgjeL4GuS56ghwZ//waIKEVLKiTMSQY2vZ0kJX+xaxdzfRDlHlTi4cDe3v1XOtVleq4RVQK6tLW52VtfdFMkmJiYmHWMKKxMTk52SnmPnxhc7kZZl/O+iujzEhhV+vn+/VkeO3/JON3K7uti6toWrj1hPfXXHjk5iql33ACnHa+2iJu48ZZ3uobr543506e+lqT7MfaetYckPdQzZJ4WDzs2jfJOf249ZTkNVkOL12/dhzX6nhOFTM8nt4ePHN7ZRsrbp16j2796soro8mVU/1/PDO23FxIqfm9hzWoruuWpuCtNQ03rM911aymErUrSL9d5TNTTU7f7sm2oVma51lJQg+hxa7FRvaiAp10NKJx8lK2poKGvmickfsc8VQ2mqbmHT3DJC/gj73z6OQEMQuxKJGWqB2zEqJTH2qbvVZWPQ6UOJWKxULKukuSaAM8lJ+eJSCvbvoYWdEllWp4OSecpx+R/HkgaO/UWUNELoR/BfY5QMWn8AmyoJVD9z9X7rKJBFOUNHilO1bBezqhwy12lfCVJQIk0J4hhqYR97X5e3C7RAZlipXii3uEaqXM4ubpISWPFUiCCLR/VTvS2hGm65vQCcK9uKSiDEg9KX9aiUAlZIup5HBKTa967eO71lcG+xCM8dO7vbE5TY+stEbLaIwxYb2hyV+7fJ9YvKz0CVMe54qHZbwtJPNkHOK1G+BmV76nr+r85+MzEx+b0whZWJiclOGb1fAj0GuWmsDWN3WXj9gUq+ftMo/es/1kdBT7de+/Qfm8A5d3TinnO2ny21z7HpnHxDgY5Jf+zSjcz9wihbyujkJKebm6a6EL5kO71GJLB6XgNn3d9Dz7BSTlVLc4Tcnj5Ssp1890oJmYVeLbQ+e2yLdqdunzYfh9uqnasYyq0678FuOthi/FEZ9B7uI6+7i6U/1vP+wyXcesoGzr49ny593HzzRjXzv2ntEasuD/Ps7f+aq6OCKoYe0QVXgkP3O9ndNkItER0wsX5WKRVF9Rx05xh6TMxnxccbeeWEr369VjkD09n8UzG5Q7LYMq+UFR/vOMlv+rUzOPylabhT3GQOzNFulNpH4b5dyRmRS48pPXnr0DfY78lD6TS+UJdKli0qpmLZ9q6fzWXXt0BdxwEi/1VYkyH1NrB3g/rHoekDsKgZVfWtC31VJmhR/y5A10la1kNE9VKpRroTIfItWCdBdDGEVWlYR6jyuHd244BU6d2N4hhFJLo9Fr6AlLW9J3+KV8jj8cEPc0UI2ERYnCMO14u/oR9IhTmcIWVviKBQCYQbpRTRIX1jl0s4xrvANBEdXgmtGLwLYeWV9MJscYL84iaphD91rT+JC6DYEWvEdVOCNfY+nSbH55fEv8WyTf7Ffqhl4khdIoLKIiWAsYAO84MHExOTfw9TWJmYmOyU3EIH3kSbmgOs3ZsvX6v9VQzUVQa1C5WmywNh7NQUhu1TzfzpbWOtDzk/B2+S2oaFg87M+lVYlW7ws3ZBA71HJeptjZiSwSEXd8ab7MDfHNaBGWMOyyanh0+HSfQYnkRzs5FEqAYOv3NHEfl9Ezjhjr7a5XnzupWs+amG5EwHTo9VC7bkDAdHX56LBQvD9k2mdKOfHz+o5r7zY0luvx+L3tvEwIMK6D4uG2eCRfePNVX7efHkGWz8qZyekzox/IRe+vqNOr0va6ZvoejHEj3wd9pDE3SvVdF3W3jjRFV+tWM8qV4sTgdNNQFSu6fqmWI2l1HOGGoO4sn0YrFa+eqsDxh5xTjsXgcLH9g+8CBzaD4TnzwcZ5KbRff/wNLH5/BfTcKp4D3cWDCn3g7OieCeAuGNUPkXcAyHpAfAosSFF0IBcB0OIdVPpYRSxCj9i34B3qfBeiL4HwP/QzvZqbIorwGrKvv8ASJXxImIzLjyNkR4nCczqZRQul0CJb4QwXB63LDhGCG5KXFx9/b75kwJt/hKQiYQMXSmuDsvSwT8k7LPBhFV6rnXi3Ols+njxMp3Ij5SRYAowWUkW7aSJsKsSMST2meL7CNdzrFHXBjH7vRErZZbmgxM3iAOWLWUSTbLMamyyERxuJ6WeVRO6dNKEYctFsPe/nqp35NGEaghEVYdhYGYmJiY/HZUHYKJiYnJDklIttHSFKG+LkwobGHgngla8Awb5+GGp3PwuQJE/CGqKyNEIhYd+hAbxpuR7+SkazvpaHZlDqhQiG1xJX0qPv3Ne7by1YvlYHcwaJ9U0vNdeHxWLZyWzKghOcetAx5UFLkqq4sN4FUOluLQv/ekx+hUCockcfRNRh/Kitn1zPu8mkhYDTAOa1GFJYrba9MiMUZSpovTHh/Kxe+Ppe8EtQj+92is9PP4Yd/w4bULqa8I6GOtK2nWokp9H/KHiUSjeDM8JOb6GH3uAD3gt+v4fDzJLh2VroYDdxqTwzk/n8CFK05hwDGqxKoVV5KLpM5JREIRnQjYUt3Mkhd+YfX7q6haWalDMJa/vozGkgaayhr5/rLPmXPL9wy5eC8mv3Q0mYNV34pB75OGkdQlFYfPyeAL9tQu258HJ3gOBYsDHAPAe6ghrJSoisbmW/nAmg7WLu1eegLYVIBDIrguAEvMYeqIkcYsLCWiLEeBRfUuxbtFy0WcKJf3DQmxOE0E1qcSHqGS9+riUvl2l71EAI2XXik1cwvpTzpP+qkekDRB5f48JMEXH4qoWCwuziIpI4z9btZL71idlEO2d4d8Esd+lWwvXVypWAT9dxLsEZbPb9X3v4XDJayjl1wfdbyVcizviZtmk5RA5XApjpMY+SNFSKq0v/hwjDNESF4jArdarv/OouEzZf9/pt8LExOTPxLTsTIxMdkp879tZPwhiWR0UbHmVq58uguJaXa69bCSkmmjuSGEzRKluMimnaq6mjAP/jhAD+JVrlO+KhWMQtHSJtYvadb9PodflMs3r1ZQ0NfL31/thzfJjt1p9AwpQaZiwvWMq/PWcPuPqTjcNh2VvvS7KjK7eGiqDTH9OWO+kxIsMUKByK+C7f4z12oRderNBRx4aqZ2sLasaWbm+61zsCad243hh+bpfaZ3HsT1o78hHNx1iZEa9ptemEBlUQPBlu17SWY9vZpIKEpynpf5r6//9Rg3zi4hFLToficVcNF3Sle67Z3PptnFDDy6p+FYzdjKtEf3JWeQWqhbmPboJNZ8VoS/LoAz0cmR7xxORt8MIsEwaz9bx6r3VrPyPWMQq91tx5XsorG0bQjIiCv3psdh/fX2MgbnMeeGr2kqb6K5tF4PIlaCqrFYff9b+mL+A2l4Hhw9wd4DAivBfTBYfBBtgXAJhBaD51iwyqJf/eBtbnCPBX8CRKXHJlIpj8eCLXY8/NpwUcLSv6ScqviI/SKJa+8sbspVIgDcImJelsCIBTLIdosIr93FI3/GPeLAvCm3ChEDQXF/1HOq5Fi6SvqfU4RZREIy1JyseB6V56jtPNzusQJJLAyJqDpB0vVS5Fqo+94R16lK+tB672RgcLKIwxIRdDGXL9ZbFY+6xo0i7sIiAtNFkNrl82J1PU4U0ThAeeZSrhiS7cXKMTfI+XeTn5EqR4zNjVPnc4AcyxqJxjcxMTHZOaawMjEx2SkzP6knu6uLC+9P1GLAk2Bj5L6JzP20Cn9TFJfbqmdb3XF+GZtWtfCPF3uQ392tnRm310VzQwSb3YgU3+ekbN1LpVL8huyTSjBkOE9quyrwQQU42JxW/H5YPb+e2oogz1y8in1Py2fb6kbeuHk9vcemcvjV3Tj2lt68fOUq3r55tS6tszutvH+HWgC1ogIxnrlqE+t+adSlit+9Walj2GMo50utrdXrlaO2O3hTnZzxxt5k9UymZGUtzxz7Pc21bftHlJD68am2i0jV53TUs5NILpDYeIsFi91KoDHI2umb8TcGcCc6WfPVJs5f9BdZV0Z1yqDqn1Jk9s8ko0+6jllXrhc2GxaHlcPePYbMQdmsfGMZM65Ww2TbktovC0dagj4GR6qPya+dQEudny3T1zLv9m9wpXpZ8+ZisvboRtOWaho2xeK6/8uI1EDl+ZB2OySfBFEHtCyH+megWaXoRaHqQHAfDd4LwKacoig4x4HnVGiSkr/A82DxgrUzBF5pJ5bisOSA41iILkMPO4tOh+jXcU9IAetzYOlvaIRImogPqwiCI8VFOV4EwIZ2CXyjpFwwLKV1C0UcHSI9Wa+J6xRL+LNL2d59Ih7UhxX/FIG1r+yjWeLFG2W7Smj06+DkiiRFsCM2ymuV+6lObP84AWSX7f9TyhwPlbJE5HhVD1c8SRKeoVykiIRtKCdpkAiu9smYYUk93FNcQHVNLhK3L/6X2CP9aaOkFNEmj1tElG2Tn0EnEYZuubaPi4M4WsRYiyQGKoFlRrGbmJjsHFNYmZiY7JKKrUYvlc1h0V9V2MNHL9RSUxFmr4OTGTwpjTs/TeH1u0uoqwr9KpQ2r2zRs67UXKmG2rBOAVQleapcUDlZm1YH9HMVyt169caNHHBuJxJSHfQamcSwyWnM/7RC32IceU13Cvqr0h449PKuPHL6Eiq3NDPy0Bz2P7eQly5broVbDFXG+PlzKnHNIL2zl0GTsyleVc/0x9brMIzkXDef3buGxEw3B13VXztSX967kqrNTfTbP5f6shbWziwjf0g6hSPTyRuQSktdkE6DUuk2NpNln8c+5YaUggRdpldXbLgcWX1SOfCOPXCnOMnomaKdJ3eKi0ggzPwXVrBpTgkTrx/L4BP60lDaRMnSKr64YgaHPLW/Fosz751HU6WxsK9aXUXdlnpSu6Zg9broOrk7Pab2wpLg0cOaR16+J+s/W8OWmaocqxVvdhLRUASLy040EsFis2mXKn+fnmz6Zr02AcY+cgzJvbII1Lcw45SXqZjbdhjzfxUeVQamyj/DYG2CJuk9cg4D71QIroTGuyDxBhEGSlnH/zkMgF8Jg13gvBXsU43vQ5+DXwmEOCxTwKKOpRksGbK4j6XceUUcxRIIO4ptv1bEEOJ2nS+9UtnymokiqtSxx5Ii7RKaoYTFZum9QoREi4iKCimvUyV3Tf+CG9MsoiYzTrTEUN9vElfrZumzipVCjutAWHUT9ygqwke5aKvk+P0icNQ5xL8fN8f1bPUXsRrr75Kfp76uar+BuPuQbarvP5fvM0VUNcs+95DeMXVeyHZUoqMpqkxMTHaNKaxMTEx2ijfBwsUPdlItUHo5UlEc5P3HK3SiXtThIK2zD6fXrvun9j0+nWuPWENLYxiHy0rxhgAHnJ5NZWmQRd/U0G1Igp4l1dIU5ovnStm4ooXCgT7dg/XpE9tYPb+B43Jd2FRPlcNKdqFa6LQlXjSp73uMSmHCKQXajRl9eC5Lvq5g7geqpMig6/AUjrnD6Ft5/+YVHHPHALK6+fA3hHjmrAU8fnLrgva058cwcEqe0n6k5nlorI/Qc68sXe5XNK+KTqOy9dJViUvlXKmeqvJ1rYmCY87sx8QrhhIJR/j4itks+3ADE/4+nC5j1Sfgahiw1ei72tbIl9fOZt7zK3Wv1eAT+2mnLr1nCv2P7MUPd/7MivdVU31bmquaefvId+k1rSdjr9rLOI7cRKIWY2EbtVsZfMEe1G6spX5z69DmmnWVeLITcar2okhUz/9y+FxYPbDHA4fhbwzjTPLQUtlAQpc0Jr55OiufmsWS278w7Lz/NhrehhQ1mykKjbKQt2ZCxnNgz4FIM1SeC7Xng+98CK2FJhVDvgus+eB7FGydoeUtsE2UUsMmY/vbUSoLfuWmlIhgGC+iKiJlcrE5VR0RX4LYLALEJ/er340D4/6MW8TNmS9ld8p1zBLhUiF9Vkqo9VUT4kTIvS3b/a1peAlyPspVipWPxt4nq8VxOlp6oIJyrHXSy9Ue5UjVxomrX+KCNKxxImlHbJQUwa5yDWICaJ0EXigRdrBcpyRxnpzSj/WVuGrFsv9NcY8HRHC54s4xWx5XH6T8F/5emJiY/OGYwsrExGSn/PWefDLz7LrHSZf3eaz0GeHlqpe6k5hilPXFXKdV8xtxemxUloapKmnmpOs7k5hqIz3fybqFjdx46HLS85ysX9z061yqosWNurxw47JGpl3YmUjUgk2VydmgaMn2c2VeumIVh17RVTtc79y2Dm+KQ/czuRNtBFsi+Jva9gkdck0fOg9KVqOAOey6vmQU+nRKniPBQdeRqayfV0Ov8VkMP7wTww4r0MffXBfEleggrbuXQEsYd6KdXhNzaGlWfUw2Nv5Uxqovt7JuVhlla1oTEFXSn8Nrx2q3MPzEXlpYqTCJGNsWlTH3mRVUFdVpp0rRUuOnpbqF5C5JhANh6rcZ56z6qcZfvxep3VJZ8MRC1n25Xq/l6rfWM//xBaT0TKfXob1pKGnE08mlHUL1U+g0qTv7v3AU7+3/rHbOFDMu+ID+Z4wi5A9RNm8LBVP60fvU0QQa/Hiyk7WLqMoK3VlJRvlhooc+Z4+jbOY6Sme0La/8r6D2EWhWQiICgWVipGSCNQkiataYB+ydoP4FcCQa8ezOAeBXr9FPBucIiFRBKO78vbeBU4mZCLjV7Cs/RJ0QrYVA+8Q+tfaeDpGrwDIEop9LqMPD0v9TK8N7VRmeinuPRwmEI6S3JyLPvUNExJsyY0q5XUqwG4OijcX/Qolkf1FEgHqOnL/mY7kRJz5+KxY5FlViZ4vrK7PLras4ZmvlMZsIzHtF6LSnRkoOp8rzlNgZKKEfXhE+O0vwVL8v90uaYr84cfZsXMR9Vtz55ovQU+LwQElkfELSBitFiPYSARtzvXpJmeBIEXuL5GdpYmJi0hZTWJmYmOyUvK5OHQbhkHCJb9+upudQH0lpdl32pxL83n6glLJNAeZ8WsONH/WjUy+PFlyhQFSn3qmBts31YVb+3PEATjXfSlFV7KeuMozLa6Vyq5/Ny9uGMCg2LqnngZNUX4mwuYXXr13FsIOyWD27miVft5b9KQIitFQyYENVAKvLrsWPcm6Scr2c+eoeFI5Iw5fqorkugF2FbjSG+On1TRQMSdOlgE3VAUrXNZE7OINQS5jln21lxqNq0dqW4sWVpHZWpYBRSpYZfUrf3DpXCy0lyL69fT4lS9rOyAo2h3j3lM8ZfeEw7Wat+tSYXzXktMEMPGGA7sXKH5Ovj6FyVSWfn/upDqeYftlXzH94LkF/iAn3TqHLft2xeZwEG4IkdkrGkejCX22UEDZsqeWnG2IlYVC1spzMMV3x5SfTXN6ANSWZkA6xsKJy9Z2pCfhpJBre/eHI/1+wOCFhHIQqoFktpuMILGn7b1X+1/wxeA6A4HJo+hiSL4Tkq8CaCEkXQPU/oO4hSL4LvEca6YE1F0GLcmCUWTFBFtbqOqmeKiV4AmBZBp7rITwNmq9u25MVfc24/YoquztIFvdKSGw/W8zoubpNHJM1IhpiTszfZZhvgwiQt0VENYr7c4o8XiWiavvfoX8PnwiYZnFvlAB6V445XZYVPSQMIkOe4xEBuKNwFOWoPS/fHyDCU21Hxf9v3zO4PQ0yfHmM/HzU62LvXSWkoiLw1P6r44YMy89SX1v1c7DINXxSru1ece7iUHGywuIImsLKxMRke0xhZWJislM+fb6K/G4u3F4rHz5TyXM3l+phwNWlQZLS7RQta+bdh0p1L1NajoP0XKcOiFDP/+mTSux2C1UlAT58ZPu5MmMPy+TUO3voEImPH97MB//cjDvBRm4PL3PeLaOxRqV47ZofX9vKrNe3tqla67FHOsfcNVj3Ka2eXUl9mZ/P7l/D+f1SdOqg0ZJiIa9vMi31QXxpLp0+qMr7VKjGflcOomRFLc+fNouqjY3UbG1mwNQC/dwVn6v0tu356LJZbJ5bpmPVF71hlPJVb6znrdN2vjj0ZfvoOqmrjk9P65HGawe/owWpCrewOpQQtGHxOEnslMTQs4cx86Yf9PHXFBnzwD457k2yRxcw6bFDcSW7WfPO0l9FlcKV5qXw0IG0VDax8cOlNG6u4fMpT5LYNY2a1eWMuPMwuh43Emeyx2g30v6ehcoFv/+sr9+VXl+CdzhE6mHjuVDzASROghwlchpg6yXgV4l0ighUXmAkAkbU4joItkIjcl33YznBdwLUPQ4eJXwiYE0F9wGtwiq8zoheV0knoXkQTZIywN5Gj5atJ4TnS+DFjvhc5i8pcaK2WwaWy8B6ihGCETlHhEms7CxNxEZ8H1Ss/HSx9Fn9RYIkDhEX7HCJXu/4g4x/jwYRLkpk1ogImSHCRcXIq9/ZLRJa4RWxYhUXSwWI7AjVk3W6pPF5pNxxQFxP2q4IdpBsiBybuIzMkvtOkuXP3DixlykhFhly/4cipMZLOWAXue7q96ptD6OJiYlJDFNYmZiY7JQvX6thwyq/LukrWubnjs/6klPoYvW8Bj5/bjPL5zRoUaWoKgky56Mqxh6STvmWAB8/VkzRkh1HVe91ZBbeZLuOSZ94Yg7v37+Z6c8Z/R65Pb2cdFdvGquDfPbwJprrdyyyxh5XwLQre1Fb5uf58xZRuraBaVf3I7tnghZtjVUBnjnLGAL6zjVLOeDSXtQWt/DFfatIL0zUfVTKEVr4/maCARh6dDcaq/zk9E0m0BimbI2xkF3wpuEmxaMEUL+Du9J3aiGNFS3MeugXgs1h8oZmUby4nGDTrsVh/qhcPZ+qpbaF9F5ppPVMo3D/7rhS1Zwlwyl0JxkR7b0O7WMIq3aU/rSZdyY+hSvNQ11R21S/8U8fS/bYQh2t7slKYOVTs/FXN+mb4ueL3qJuXQVDrpuCPcGlHca6tRVEArsnbP+/kHwgJOxhRKbbvZB7CdR8BLk3g7ObamiDbu+Bfx2U3QcNEmMeiXOIQsvjXAtVNrgIEo4ynCg12yraCIF54D0BPIdA8GfwrzYeb74bopVg7QoJX8giPALR3YmsVy5TjK5gVWLKBZbxxiysaJGIqpgoOXsnARNbJTlQCZejxKFKFvHwSbtSwN8LlWQ4WFwxFeygeAv4XgSOcnsk1EOjhFFrz1/HnCyR87G+qmaZMfXv9jKpY1LupXovx8p2S0S8xQdijJL0P5uIU/VB0Ja4pZJFfiYz5WZiYmKyPaawMjEx2SmD9vRx+ZNddMlf0Yoghf09Wkj1HZPIa3du02l/8TxxaREfPFxMXWWQxnaPtWf9L/X0H5+ixc/a+a0hEIqzHx9A54GJumRPRY6/dfP2YQ4KlVR46DV9SMlxk9MrgZMeGMQ9B83SqX1Orw2nx06v8ZmMO60rPzxbxIL3t+pbjI0La+i2RxZhrESwMuPJ1fTaNx9vqouqTY26h6rzyEwOvHmE7pf6+B8//1rmpzjorj0ZdWY/HG67jk7P7JVCQn4SidleSpZU8MpRn+xSXG34fjNDThmo+6o2z95KRv8s8kblG6JBUB5SoCGghyTv6EN8f22LvsVjddpI7ZdD2B/SgRWp/Y0gjXjU/Krl931Nyber6HvxvgQb/Kx+5Lv/7FJAm1dcJ7dxnRIGQ8YJEGkSB8oDjs5gS4X8e2D1aIi2S3azKQFSrRI9jNcooZRxF0RtECiCqqsgXAoZH4I1AZxjofrsVgdLEVkPLTcasevhhRD8FGxDIbIBorsTW98kvUhJ8jVipAnqY4oFW3TskLblYwmM6CXi4BIRW8dKz9Hu4hWHZmfHHtxBimFMtP4gc6wOkl4mVc54o4iTwyVA4wcRPTG3qmfcfK8NEnu+fbnt7uGSHjXl+n3TwfmrEsyOnLhYaiPSa/WWHPtAOWd1Uy7uf/AHDiYmJv9fMYWViYnJTtlzWgq5hU4tYJKznFRVqllWVmpKQ7rEL56sLm6O+UdnrDZ4+67N9BjmYr9TcygtauHNOza1mSGleP++zZSsb9Ex7LPfa+2NUuvkpAwH4ZAxA0t9vyNUMp5yvNxJdp0M2HNsOn0nZPL2PxYzeGqeXiepvqkjbh2k+6ZiPVcxcvolE45YdH+T6qnauqSap4/+nryBqaybWUpDhZ8TXhqhxZUSM/v9Ywgvnfjtr8fZ+8Auer/KWVLJfmndkvBmJ9Jc3UL2wAxyBmawdX4Z+98xju77d2H9Vxv58u8/tBlsvGXONl456G2SOyex9adt5I7O105YbI2nUgaDjUGayhp1X9Vv+RBfxbqvf2sRPU8YrvupNn7QPiihlaqFm/nxL8/xX0HNZ1D7GaQfrJSh0Q/l6gJbLoKsi8HVH1zdjedavZBzNbQshWCF4WbVfwvNP0DiyUaPVctPRsCFKglU27Ingv87cAw1nq9EmSoBVEOD2xN42bgpYZD4GtiHQbQeQosgvASaHzAEgyVNxFb8D7AUIn8Tp0oJiVSw7N0aCBH9VOY07YpycYkmSnBDo5QRDvsNwmqUzMBSbs4DEoKxu7jFWVNzod4D9pZAiKCIvs0SZX6mPHe0CKitklaYE5e496CISVXCFxZx1Pb/NTumUIIm1GytmEBSDuHKHQiqGD/K+efJtV8n+35Fyh57SeJhzKEzMTEx2R5TWJmYmOyUmsqQjj5XIkLphzkfV1G+JcjcL2qoLA7qXqrhk1Opqwiy/+l5jDhQLeYgOdNJbjc3KTlOHeagRNgnj23bLrTix7dbS7N6jEwmvZObJd9U8u4d6zn+1t74o1EWfdU28CEe9cG+6p06+eEhWmQF/WF8KQ5WbGiiZE2DkQio5mrZrXpOVeXGts38817fqAWVcs1+etko9VPiSt1ipHTy4UlWC25jTtWv+45C8S/lpHdPMnLZQlFmPbyEPS8ZjifVTc3GOirX1jDg2D4MP3eYvoZDOiVRuryKBc+0DVeoXl+jb/qar6sm2BQkEolgdzuoWlvN52d/QtWqCprKd1xauSPmXfcZa1+dT6C2haZtuyrJ+i9BOVPr/wKJC8DVzUjnq/nCEE+bTgd7NuTdDo4CcHeDrHONPqhwyEjzq3waSm6C4kPBXgAts8A9Gjx7gsUF9UqcRCG4EBqeBO/h4J8Fzaq8jo5j0u0DwT4coi1g62UMGI5OhGgDWIeBfTyEl0KjKntrTZMk+pVxU1guNwS1Rf2cKyGsXKe2LmRbYmJA9fEp11eVvK6Q+U5bf2PZ2vHSqxWMSxdEBI8SGTtzMI+J610aIs6PX0SUOj4kdt4h56O++kTEpcp9ERE4yiW6VPqbouJoqXCKXXGouGTKiYzZumr7J0vZ4h3tBjAjzztaBJly4T4TFzEmoNQ21AcpxocpJiYmJjvDFFYmJiY75fMXKjns/GyS0mx6rtP8r2qZ8W6r6Ljw8R4M2zeFgD9CVWlriYzbZ9OzrMLBKFarRf9bkVXoIbeHh9U/1eqkwBjDDszk9If66eetmVvLJw9u1KV5Lp+dI6/vzcqZ1TTWdDykc9YrmykYlMzQg3JZM6uS1bMqGXtSV2a9vBHPX3vi8jmY+/ZmXdrXngXvbmLDvErtasV6qdqjnDMl2Kw2q45F7z4xn3XfGuWEm38uo9fkLroMULlQ677dwua5pWQPyKBoxlaaKlvod0RvbC7DUbO5HEy4YS/qtzWy5rOOP/32ZPloKGkgqSBFz6jy5SUz4c79eGO/7R2EjMG5DLt8AqGmAD/f9LVOAFQ4ktwMvmqyfu2Kx2dSNutP+El70h7gSIDgZrB7wJXbGoIXKoVNp4FnIPT40IhZd+Tr1EO9gE853BBWKi1Q3RTN38DWCcZsqpByUxQq4/524xYj8QxIughCW6HyLAhJr064yOjhUnOu1OuUwFJul20A2A8QJ2wMOPaH4AdgyQfnNMPd0oEXynl7BqKqLK4rRFU0e8fvSYNpwD9FPMyK67E6UlLslEDZPjTGQAmbsyS97zWJEI+VucWG/CIldVeIEFRiJy6Rsw1KJFnl9U4RKPuKuFM9aLEgifEi+r4RARiVoIiDxXWLpVd2j0vuUxHuu8M4OS+1tAnHxdDXyRDhwg6E1SniSCGP3yfOlu9fTFTcHRFqYmLyZ8UUViYmJjuluizEzSesZ69DU9m0soUf3msVVRn5TvqMTtSiSs2iKp1dT1NdRMeLv3LDBgr6eplyTh7Fa5uZ/mIJXQYkcNlrg/Cl2dm0pIHbDltEQMoDe4xKxpNko6kuREG/BLoNT8LltevQiqQMJ6l5rh0KK+VUvXbZEl6/Yol2sM54cSx9983RIQxVW5pJyLHrnid3okPPqGpPR4JLuUseFcFe7Wftd8WkFCTiSnWTXODkzE8O4vkjv2DlpxspWVapn+NMcOgXjb5gKD/eN5+FL7X2hzSWNelSPpX6Fw6FcficDDihH0XfbSLU3LZfo8e03uxz32TsPgdNVc24sejBwL7cBHw5CdSsb9v7suc9U8kYpFwG9Bys7/9qJK/1PWcvep48GovNQkr/XD4ae+8fFkZhdTlwpCXgL96dnqLfEf9GCNeDPQ3CteCPiaE4mpdB7aeQtL+U86meLJtKHel4m+FycCZByknQPB/8KuAiDksSJKkUvwRwZULCX6DmZuMxWyLY5oJlE7RsMARUeKMhnCwZRilhVKUAqpLBH8Cqeo0UDWDJBP/dIiaehsjyHaT6jQTLCIjOlHI7VUIXEucqVZwZJcZiM7k6QjlAV4vDo4TLPiJ4HhWHqasINov0aqVIWt7JIq464h0Rc0qoKbfvDeAZOZaY49YswRfDRezESiJfAj6Qx2O/n59JSp96zpfsHqulDDAi4iaW4ucT0Rbfp2mRcsGxce6W6s3qI2LLKiWNP8e9Jl+eu6Oet5FS4tgkYrG9iDMxMfmzYworExOTXbLkxwZ9i6E+9D/vwW6MmJyq48zVGrWhOsS3r5XrVMCBe6dw1kO9sTstvHr9ehrrIkz8Sz7eFBtJWQ6d9Nepj4+8nl42LDa2u/TbKvY6Lk87Vst/qKKhJkxjbVC7XitmVFK82hA/am064tA8PMkO5r27jYyuPlJy3aTmexh9XGc2/1Kr51Kp4bhKSOUNSKa2LED3PbP0TKr5b+86KtmV4OC45/Ymf0g6G2aX8u4Fs3Cnehh+Ym8iKkzDaWP/m8cw7rIRLHtvHe+e8y0TrhlFer9MBh7Th8TcBF4/qjXF7YfbZmN32+m6Txd8WV5cyS76HtEXT7qPt458V4uuGJ0nFuJKcROo9+uhvbUbavS+N35T9Gu8ejw6zKLd91ljutLz1LE4k90E6/zYE5xMePtMfPkpLLt/Outfjl8s/nu4O2cy7P0rcGYmU/HVLyw9/VGjRvKPwp4EaRMh93jw5EPpmxBshPo50NiRmxKBTecbpYGdH4Sk/USUrQFnIQTaiTF7PnR+Gxx5xnysjYdBQC3YY/hFKKl+KVVWGPczSX8IXCNbU/CszUake2iAIfxUMERoCdgGglUlF7olNEP9rPuD4zRwqflVPogsgabJ7Ryr/mB7SQRUGYRXijvkkrK77d8f25MpIkiJOrcIDlU6lyAle8eIkOoqwqtMxJsSK21nxLXilDK/v8pxxOjo+VcCk6Vn6l4RULQtjdR8FBeHvqP9tuc5cZu6iaiZK46Zikrf2G4fg8Xxiy2D1M9stbzWJ/9W/Wor5WuBXIeouG3tSwN9Iqqc4iAOkueZmJj8L2EKKxMTk9/MyANTGX9UBoGWqBZPX71QylcvlLFphTE7aeoFBeR0dePy2bjkpf7U1USx2SzajWppjJCQ7mTT0gZK17fOWlo+o4rbp86j397p7H9BNwZPK8DfEOKnd7bywt+WaldKsd/53Zl6RS/dE7XnX7qQ0ikBd6Idl9dGS0OIvD5JrPmpms5D02iqCWBx2LXAUtuqLWnRpYUq7CI+PKI9PffJo9ueOQSaQ/Sb0pmS5bV8ddM8+k3rqmPP1fDj1MIUfC1h9rxkKK8c/jHVW5tJVXNDo1E86RJwYIEu49Un+PDeKZ8w4Pj+TH3iAGyqWc1mIWdYDtmDs9kyq/UT8OKft9LnuEG4Ur1s+HItX57zMQm5CXo4cHvBktoni7pNdXhzkvQ8qgX3GC7FqHsOxZ3hw2KxEI1GqJi/lZx9emsHb/DVB7L5g8UE63fWt7P7DHjibJIGFRqDjE/am2BVA6sue4E/hPyToPcdYFcBD3YIVkNBJszZCwI7WXyr9L8eD4FvGLSsBXsmJO0FPT+HrVdBjXIm5Nq6+oA9C0JVYEuH1FOh4Sto/FbK+/xQcQ4knAzhLVD/dNx+coy4dXVsKkHQoo7TAzYXBBohVAvhb1SiiPF8i+xTlQ9acsD7sCG2VBqj7sk6HGyDIFoBgQfBot5gkmSoQy5CEI2JhdKO+762QzkyuRI5LiWLehZVuZTjqSG/6r3RW+ZpXSpzsup20OeUKPf3FkfoHCkx3EvK+lQIRux9a5FyvZAIubFxwgoRJFeKKPkaeExeO0zcq1q5L/azbh+P6RL3LUPOYZEcd7th0b8+1ybukl3E5tdx/VYWuUZHSyqgOraAbG9InLBS2zhMrpUzrlesj4g05SzGZqmZmJj82TGFlYmJyW+ioI9H91WpcApFS2OYpTPrfxVViqptfpwemxY/Sgskptmo2NyCJ8lBIAjhqBVfhpsLXhykY9SLFhqfypesa+K8F4aS1zdJv1YtWnJ6Jf4qqvT+ByZjd9kItoTJ75+sB9n6m8L4Up1YW8IQtbDow828f+0SPcw3q2cSffbNZeO8SnL6pnDi03vqGVWvnj27TUBFPHXFTQSaQiTlenXS37i/DdLLt3sHvc7gY3pqx2nM+UP0cahhwKr8cNZ980npkoTdaWPG7T/r4x996WhGnj9Cb3Peo/PY+N0mXTaYkOPQpYYqiKJ6XdtjsDjtRCxWwlEL9iQ3LTUttMQN+/31eVYLez95lBZXyp3b8l2RFlfGgxYdUx+oa9H7yJ7QC7vPSag5iM3rZK+3zqVybhFLb/pIR63vjNxDR9D1vP1pXFfK8qteJ1jdtmwyoV8ndcn1+SghlzVtBKv/8QrR4O9cdpjQD/rcBo7s1t4bq8twjdRtZ6QfAsnjjNCKhP6yqI6ALQkKn4b6E6DoZIg0SPnfSnCqFLgIpJ8H6edC+T1QfouxvcB8qJq//X5q7oDU643ttCw3Ai8sKr48BPYQNL0InsFgUaJCXXd17E3gfwZc57bGeKuLqQSa8zywdG3t2Qk8C9GVYOkOUZXu+IIIrXQJZgh1IHoulxK2J6SsbbE4M71FcBwv//aKOxUV5yokjo465xvaOTP3Sjnf2xL4MFRenyOlfko8IWEWqvcr3iHdIEJJOdUL2h3vOBFksX1/K6LkAolOt4gTpcTs30TgqFlXj8g1ypDY+iYRQnmyP1XCmCXlecrFUiwUAddTju9rOfcPZB9WOXYlFJHtx9zh+H5FNehZvaeC8nitHIdPhNhEub5mz5WJyf8C6v8cJiYmJrtNz+EJpOR49NwnJWqsDpt2ruJ59Yb1bFjSoAVPU12Q+oqgFhr1lUEtRtR8qYL+CYw8OJtrvxiF3dE6r0kJMqXGlHBwuG2s+7mt8Jj33jY98Fcl8C36uFjvQzlS5UWN2D0uLC4HfSbmMuLYrnQaksbKb0p47x8L+eXDLexzUT9cCXYyeyQx5mSJ4u6ATXPLee/i2TRU+mmsCenlVuEeudRubWTGfYtwJDixOqw4vA62zi/VyYA5Q7J10MTWRRUM+stAzlt2OqPOH677zdSt237ddJT6J2d9xsKnFzH73p9487B3aCxtK1TUDCt17moeVUq3NN2X1eH/vB02fPnJ2Nx2fTxZYws58JsLmfDqKSy+8yvKf95I9cpS3FlJREJhoqEo1Uu2EbY5SBlcQLdTx9HpULUg3jGOZC/9bjuWpIEFWmB1PkX19Bj4+nSi09kHUL9yG5GWIJEohFqCNK0p/v1FlULFn2vHSG3bYoRRNK2DQDF0ORfsSmDsgJCaVaVmXilBYzcEVqzPSn3vGwuJEmCgSvtU+d/mo0W8qSHNCYbA2hVNb8PWYVC8J9RcBC3TDeGktqmGCru6gntfcO0JzkSIqLRL5U7ZIaQESrPhiEXKwa+cG3W8qi/MA84zwXMF2GaBIwLOoeB8EpxOScJTrlt7HpceqcNFfDhk4X+4OEDPSq/V8VJ695AIkgYRJxdKVPtpcds8SHqTkqUXySk3tywpRomIsMnX+J7GU8T9sUr63/vtL6AIGLWtRIlhV25QjNj/Z4aLCFNljYdIwAYSvrFM9l0iwu0AYIy4R6eJqEZEz1MSzPF23LZbJGFRuW2NErxRK6LzI7kp0XSquGOHyb8T4lIQY8OdnfL9H1gaa2Ji8h+F6ViZmJj8JpbPqiMYiODy2Igot6glTCjYduFQXxXi+gMWMfnMPO1YffNSMQ6Xjb7jUjn2pl54k4z/9agYdG+SDV+qQ/dBqed+cOdazn5uGFG/kcSn56TG8ctnJWxeUqvL/6JRCz3G52hB40xy6RK9UDDCyBMM0RRoDvPa+T8z+8X12tWpL2shIcOlv68tbtYx6oMOK6S2uInF7xS1qbRb9tFGMnqmsNcFA/UxLPvQiGJXFO6Vj78uoGdNqd6pEz48lO77FWoXLb1Xmg6MaKluwanLBqN6OO+6L41Pudd+tk7fdsS6j1bRbWpv7F4Haz9cafRadYDVZQe7HZvHqQf5ZoztTtRmI7V/LnVryvlq2uPk7deXPZ4+EZvbQUtFA8vum87wB0/A6o7qtW3KiK40VzRS/t3KDvui1M9H360dFHncaqXPP08n77R9sdptBKvqadhQhbNTJpHmMJue+YNiqWt+hi0vQt4x4E4DhxXSBxjDfDPGQUIfWKRK1jqg6mPYpErtBoKjC/jUAF8nhJXNZjP6nwLxgQTKqToW7LEeqFgYglqw79zh+1VIqD6sqlMh5R5wDITG58GpFviKMESKje2G14L/dYg8Ao6JECmFsAzfVWLMeTVYU8CSDLaTwG5Rli9ElUtVBZYBYNsXwq+3Ow4VRjFFhJJL+qbscnxKKKSJ8+SQIcL14tSkyHNipXKpIj7ekuc0xomfGnGU1M98kjhNG0SY7CH3L4wrATwy7hiUU9SeHyXwYooIoSwRQ/+UvixVhvemOFExMReVEsZ3ZP/3SqmjCvFojksW3MFU7V2inMFYEE1YRKj6Oar3xAC53y7//kTuy5B9quer95UprExM/lcwhZWJiclOcTgtTDw2Qw/x/faNCkqK/Fw7ZQnnPthD9zV9/nQxS2ds3zRfVxnkrTskhlooLWqmpjTA2CNzGH9CnnZyNi5poNvwFBZ/Xa6j2X96p5hJ59SQ1ydB90GVrd8+sU8l/SlGH9cFV6JT904lZbv1610JTl2SFg5HcbptFI5M18JK6YKXz/yRMX/pQUNFC7OeW8MZ708mu18q4UAEp8fO3JfWtP7P0W2jsTrAgtfWseKTIjb8qD4BN1j+wTpGnzWQYCCk+7q6Teqiz0W5YU21IaLBqHaaWiqa+P7mWVQX1bJppvo03UBFr6sEv47EzNaZG3lr3+dxp3moXL7jviEVTKGuT922eh3hHtHGhyGAlEOl2Pb1Si2mMkZ0ZvOHi9n66VI8+Z/R5dhRuDpl0PPC/el50QGUzVjNjwe1TQ1MGdWDpMFdWH37+3Q6bk8dOe/u1Ynu1xxB5sGjsDrtxlDkRC8ut4tAZT22BA9JI3pS/t5sLcZSJ4/AnpZI1cdzCNf9xvlb3U6HwXeoRA5Y9xwsvBhWXQONK2HYU2BRKYxW0OdqhSTlhOyIKJQ8Bd5+kDgSyp6GxvlGP1XieGiYDc2qH0fIuxEyzjDWw2ruVbgKyu/cDVHVfrf1UK2G5gr+b41hxKqPqu4mCKjkP/Velk8PgrEZWULoJQh/BwnTpXxQxIE9A4JqWHECRLZCpCOhniGuTEgW+cpxeVhcqh8laCEWDa4EVFRE1FYp59tTgiycIqi6SemdEmTvynM/FrHzveyrWXqgVrfrx1JDgc8WF0rtr3oH87WiIpyaZChyrGdsiZTqxagQwTZSzk99+BD7XVLP3xp3DaplqeOQx+4RZ6tBouiVA7UrhzX2c4/N6IoJulh/lkW2r45rhvRXxQqCGkSIxUSoiYnJnxlTWJmYmOyUoy/P45DzcrRp0X+PRO44eS1Lvq/lwhELdDiFKpXbHdQa+Ihre5Ga4+KtW9bq3qp9z+rCuBM7cfZTg1gyvYIZL21l9ewqHjt5PqOPzCc5120k/EUt/PBCW5GmWDenguotTVpUbVlcw3dPrKHX3jmM+Ut3XXKowicWvNsqaMrX1vPRdQuNKPUUF6mFidp1UUN4M3qo3oxWJl45nNFnDdBrpoQcbxth9f3tc1n39WZCgTD5o3IpHF9gJPtZLCx4ajGVa6rIHZZD0fSNrHgvPlEOhp47kuEXjNIlgJ+d8SE169Qn621pLK7Xt/bkT+xBr5OGU7u2gl/u/Z41L8+jx3HDqVtbybJHf6TbscNpLqljxaM/kDm2G4NuPJiUwZ1pKqnHs6yc/eYfQrgpwJLr32P0y2eDXQ1+tpA2qitpY3pQMcNY+GVOHszwNy7G5nMRqmni5yPvZcirF5PscxNuaNGuYDQQwuJ0aMeqaWMFnp75+rH6hcYiP/uU/Sm44SSsTgfZZ05h7TkP0LKq9WexU+wJMOBGcKrFu1rTnwwbXzH6mnwqKMNurGUVWvw0wQa1oFfrWTdEOgjm8PaGASrtLx38W2HxQVD/jXGLR/VdpR1j9G/p7YWMkImMY6D2LWM+1r9KaA1UqllTv4HoZvCra3E6hJeDpRM49gO7cr0awX8ORGN9QwoVjHKAhGCUiBBSgkINLu4pZXQqNOJFETsJsug/TxyiZdKTpUSTen0nJdGlPylXRMxWKYHbEJcwqATWGSKqiBM2U6RczykiQ93+DszZyUl/KUl+vSQQY6iIt/heQyWQrpLSQvU+2Vscsgzpv+otgjEmGhWqX61etq3Oo0WOJzY7a1ekimAKyPJps1yraJxAVt83yvNs4mA54wRuu/h+ExOTPxWmsDIxMdkphX092OwW7Y4U9ldlRdCpt5e/PdtXz5f68pmtvHPXriPMz312CONOyNeiZsiBWfy123TSCzy6p0pFmI89Jp9+k7JZP7eafx49VwdZHPT3Prr/aujUXCo3NbH827YOTkVRIw9O/Z7cvklsWlitHaacAek0N0VwhKIs/nQrq75tFUSK/a4awogTe7JtcRVRqw1XikcHPYTbmRFZfdO0A6TKBrP7qcVpK533zGefG/Yg2Bzi62t/5OfHfyGjbxoLn1/Gui8NAbjw2e2TyJyJLkb8bbQOkkhP9zDgL4OZef3ulc6p4xz30GF4shJ04IS/upnKpaVUXvMpG99bTDQUZsM7huuiygNHPXICyf3zdFmizeOg72WTtblj9zoZeOsR1K3YRua4Xto0i1idDHnmbLa+MZsV175F9tTh2BKMdDp7ipcBj56BMyvZWDNGo2y6/2NdEhisaaLk9R+ItARIP2C4nmNV871x3r6h3bF5XVi9bpLGDWDgrIdZd+4/qXpzN843EoSIOFzapAmBMx0OLAJ3jtwpw1+bFsCco6FlGwx4GDL3g5q5sPgsQ3DF8KkywDQIVoEzC7x9jP6s9lhcxr4jzSpJxAiRUKWC7h6QMBZq2vcF/Rv4jofkvxkDhisvFCHUAWp4sB4grN4IV4BjpDHzIDIXIqrsLg7HheBUSX42Iy5eJSdGlUj0SAmeWxb6y0UQ7SOiZau4Lp9IqEOjxKcrp05FvCfJNbfL97EexW4iqpJFtMVEXl8ZtlsoAiMowuM9CYXYGQHpCTtaxJ9dQi2uiT9ROc4U2bcShj9I6MUQOd9oXI9XrDRP9UMh91tFWO4u6kOQjSLQGmXfFhFVn4sDZpGAEBVqoXro0uR81DVPl+NSos4MszAx+TNiCisTE5Od8vUrFTqwQomrT59R5UQw/thscnt4dU/T/qfn88VT2/Qcq53RbXiyxH9HSclxMfXSHqR28umSPd2vFQJ/U4jOg5PpPiqVE+4biC/NofuoItEovrSOQxxqipvxprs45ZXxentaDIVVWmGE1Py2i6bsPimMOaOP7o3qvncuEYud+tIm7W6pIIp4Fry8ktzBGXp7c59p+ynzpJv3JLOfWiTBmAuGsHF2Gf1OKGBCz2wayz+lfFkFiQVJjL9hb9zpbjb/uJXyxWUUfbVOp/ylpHmIBCM0V+x+eZwKqbA6bbqE0Gqz0vX4USR2yyQaiRjzqf7ZKli8ndNI7JmlzzNGoLYZV26a3kZS/04UPfMdZd+sIG1cX5KHd9elfQUnjqP4vXmUf7GIzmdO0m5euCWAPdFLuLEFm89NoKKejQ9+QqimbYlm6ettB9JWffIzqVNG40pVpW9WbCk+Cm74C1Vvf4+uW9wZKlBi9kkwRPUnJUDVHBh8E/jyjPWoUufqDROoAGeKEbWeOgZyDjZEWMY+hsAqUQlvQu0saF4Pnm7QtAYaVClZB4TKofh2yDofgtvA1d0ovVMiRQ0b/r1Qg4ZTrgVrMti7QMIpUHvHLl6TCA4lDFZBcBE0q4HC7bCpsjP1u6LCOpyGaFNOi+rX0kJC9Sup7xVKyL0a9+KTRByFJYXvJHGM1HnvJ6V8NrlvpgiK5SJwquXxfUVwqOCJHHGE1P8bpotLFp+mqBw0lZq5cAdlcsrtccnr9xFH7GVxmrq0pjv+al/GwjL0JwByf6P0OXWV7ajjXyLuXImIyt0lLOmK3eXYxohIUvuJvTfUfj8V1009f6o4b7XieJ0hQvT9uJ+DiYnJnwVTWJmYmOyUnz6rYfWCZbrXqmyzMX+ncptfO1hqeG/lFr+OXN8VK3+oJL93gl6DqF6rAy5U5XpWWhpDfPHwOsad0gVPgoMNi2qxqcQ9j51w1IhsV+VkJWtbBxTHo9bYJz2zJwXD0nWaXqglTFONn0BTWPdRtfkfnsuKO8mpt91S62fD7GLyhmTqCPRlH7QOis0fnkWwJcJzh3xMn2ndaW4I62OKzb4K+VtFpLpv9EUjdTKf6osad904krqm6dlTamCvmqPVeVIPHXu+8PF5fH7mR/Q/cRCNJQ0serKDyO4doMr5frnve/qfs4eOVff166RL+awWG1ljClnhsP0anZ5/0CAiVqtO6lPBFuuem8X6539k3BeX6aQ/FZrgLchg0UWvkTV5I0OePEO7XMqBCtY1UTN/PQuO+SfZR4whFIpiT/GROrwrgbI6Vl7y/HaiqiNqvpjH0sl/Z8DMB3FkpmhnzNo5n74Ln6X4xueoeXcXC9rKn2D6OCg4FEY+YDhWyqXxK4stbDhPKvyh/DvDmVIiSwkyewqEGyCg3II4AtugeSX4uoIrHbw9oS6+hE6ZIJngyIDK56FSDZtVa/dekLAHNM0zhgr/FmyZkPV3QzxV/BP8KgghhopaV4tylYKp+u22j9TfjoSbwXu6ISDsLvWm2P45oY/ApnqP7NKjpUrmXMZAY8fNRglfSIWVqJjyeFQ4xF0ijtTSICwDgo8UsVIeJ5LU70qsr/JkKS28S0rzVKmdKgdVAtAvMezrxPWSUA5NgczPyhQn6KG4EI2bJNJ8hqQM5sjxnCTH8oIIulUiWloktCIqgiVJShhLpVxP7fc4EUSqV+s7EUbquGKluMkSrZ4v7pMSRx0RkDCLBBGFTrk27X8nYv+PUOfQLI+PEhGWKY7ezsohTUxM/hsxhZWJickuqS4Nkprj1AEW/uYI0583SqjS813MeL2UUECl+6khvVaqS2T4aRy9xqYycN9MHb1eXezni8c2cfg1vXWKnlojznm7mPkflZLZ1cvKGZXaCStd10i3TI+OU/c3hsnqlsDmX7b/hFeJKU+yuFlKSESifHnnUha9t4nqzW0XO2PO7Kufr8RYQ3kLLx71pU7+a6psoaHcWNgOPKonB9yxlxZFTXUB3Klevc207sl8d4uxGP3ishnsdcVIXQr4/S0/Me3ZTLyZXl02mN4nXQ/3dfocWOxWnVioPzu3WckfW8DsW2bw3ZW729PRlmWPz9Y3Z4qXafP/gSMtUZfrqXS/gxZdy9LbPqPolZ9I6purxaiKw1d9YEtu+kg7UiF/BKfVitXtpPoXo9+p7MvFrL71fVJGdqP0k4U0rjEW6yUfzaf7Xafi6Zaj97H5yS/Y/PAnZEwdzcB39qfi47kUP7fz8/CvK2bNMTfT9fFLsGZnELHasWelknvNKbsWVmoBWngodDlO1TZCuMUYtBupgCV3QOmX4MqEytnG0xtWwLKLDbdKlQJWzdxeNKWqWVbNhkjLmGI4V+FGw+XKOQm6XG2U/1W8D2svgYyjjN6syg+gOV4U7SaZV0DyCYb6d3aFIpWcJ6gY9qoLIeEMw1Wqf2YXl8MHnmNkLpZSqQVxCXtxhF6FiCoJ9UBExY2rd18A7LeDbbJs624IqNTAeE4Xp0kfnDhQ6fK9SxyeWN9fvDsdC7boKaLBJX1WARFDX0iku+F2t9JdHJwa2e9fRdRZJeziHyKCNkvoRiyAIjluvxdJqaESUmoO2PkykPhRec5+kip4lMy+ulPKBJ+Q4yyToI6NklrYT475EBE92/c/tqL+37JAvlqkx2uBiEm7fA2IoMuRa9Yoj6nvt++hNDEx+e/HFFYmJia75ORbuzL+6CxqywM8dPZqaiuCuvwvRr+9Ujj70b643DY+fmiTvsXTfWQK3mSHnmPlSbBTNL+a5d9X0HlQEjNf3kzxasON2rRElcgYPHjELC76aByp+R7dX7VuTjsHQlDDgz+8ZgFHPTBaz7Na9tkWZj27Bn/D9qWJnhSndpjULdAY0q8tW9l2Tla3vTvhSnLibwiQ2i1ViyclrLIHqYWlQenSCt75y2e//vuTsz5l0MmDaK5qJmtoLj2m9CTYFKK5ulmLGXeGj1BziDXvxWKb/z3ShhboZMHGzdV4cpJwZSZhbQjQ/8oD2PDaz7SU1BFuCep+qGBts5FZluojEorSsK1Ov7Z5i5x3NMqGJ6eDusXh7pyBpzBbr6stDhup4/pTM3s1BRcdov+dOKQb9QvW0vBLawx9R9TNWMwv/U4h7+YzyThzGharlVDl9imS29HtGBh1J1iVQHAaM6iUQPFmQHpfWPsA1Le7nqUfG7cdzbJqLvp/7P0FmFxV2vUP/8ql3T3dHXf3BEJCIASCW3B3GBgGGGCAwXWQEWRwd3e3QCDE3ZNO0kl3p12ry7/r3ns3Xel0Qmae9/+9M89b67rqaqmqc06dqk72Omvda0HiEK1wefrA2F+0jbB5IeScpvuqRAnLmAWNC6HkDh2GkXE0LD9Qb6M7yDGKepYwChwF0PS5nsuS7Ulqi9wn33dF+/fgXwCp50HG76HhGQjFxr7HwJIK0YBWuSS8IzBnd1LVgci/E5DQ0SEln5aIWfgL0XEaciXq0GZDGISIyP7nG5UqxZCIDmueEJcGM08klrhuwkRYYiyFpUadipjtdARBdED2+6jpwJJ/A2Jn3FqNBe9+E8HeoaB1KGMSnOE1r+lQYzf8nXldxPRghcwtYsibvJZYu2rXqPYDTHeWLKHqzet0GIUvZM5jo4moTzfPl9m2VebxcouHWMQRx/9GxIlVHHHEsVek5zkVqbI5LBT08XLzR0MJ+OH713fywp90Atz+J+eptD8hETMuKOSjf2zdJUl8zZw6mmoCJKTY2bSokbLFTXx0/0YO/l0vknK8JGe5aKreta+paWeA+w76noLByVSsaValwHvCoje3sPitLd2ll++Cbx9YTnb/VLL7pZHUI42DbxnH53/e1RJV9sMO+h5aomauhFAJyYqGo9SXNXL084dhc1r5+oY51G3oJAcNZY18f4ssNCG5OEXZ/IRILXpsobIAZg/LJWd0PsMvHc/YPx9I07ZmNryziqX/+ImQbw+L472gcXUFbZVNJBSlEWz2E7FYVWGwv6ZFHfPWN+aTf+gQHCketr4+H39tC/66Vspfm0f+0aNoWraNHe/L1XWN5KHF2FO81P+8ntzjxuPOT6fqvfkEappw5WgVw12aS687T8fqcqigDGuCG2deOsQQq8QJgyi84VQiLT62XPsE/s2d4RBVf3mFaCCILTWJ2pe/oODpG3ENKKH+ifeof1oS57ogubcMlkGo1SzMZYFs071TPU+FhuWwVgIOYiD3CcRa1xWiSq08FTIPg2Aj9LlbkyZvbz13pZ4jiXpJ0LJcB11IMqAoWmIvFItgd8QqbRb0uMtY32TxbIPWn2HD0VArFsZSsCbDzpu7fzMzroLUCzUBc4+Bculk6gLpsYrsBN/zWrWKVEJLbJDDPiAk81jSh5UEITnerhDyMsyQDlGI5MKJP2Ym6GrzO7GwfWhea09Drl4xZKOXmYESQrE32Eyan8wFvmfIklj3zjeE7tEuj4sYFatxDyQtlqjHqtqbDXFTJ8AQsNggmpCxMQopajEx9NK/JST4DyYy/kxDwOQz2qHQ9jUk0m/UqGazDWtMrLuQqUHme6MyKiL4/1HPWxxxxPEfgX+3MS+OOOL4fwRi/7v7m+Hk9XKrBL9Q2KKCKqQz6urJC1Uv1dFXlXD4FT3UPNTGhU3cNmv3YICsYg+lo1Joqgmq5L/rvtqfnF6JKszi26fKeONPuwYD2J1WJp3dk4mnlqrZqO/+uYHvn9xzse6+YvqNY5h46VClREl/1cMT36C1ZtfFWuGYHPof2YvR5w9Ts1NyLH5fVAU/SHBE8/ZmHh70NIGWXclewcQiDn7kMOweOz/f/SPLn+k8D2evu4KUXuk6wEO0Bn+UZY/O4/sru3QXxSChRzq9ThtHoL6N9U/P1SqUQWJxOlkTe9G4roq86QNxpSew4akfaFqn48DtSW6caQm0bd1V6ZOkvrBPlA/9T3/e8RMYcNfJ6rU1rtpOwsAeyjbYsno7Ky78J6XXHkvmrLEEGtqwJ3tp3VBB0pASNb/VunYHK4+5DX+59PfAoO8ewt1fLGpQ99YcNl8sQQm7I/2iY8m68RzdudXazuYDLiS0o0tnV/oQ2P9ZiUOEsnch62BIHWjWw61QMx++jLHWZe4Pwx7Q5Gr5NVC1F5uiEKZR34Cnl04gbN8C3r76nNR+CRv+oFWhfi+CMx8avoKy6yHUjTVs4JfgkVh+ISRuTeDEbri8L4S62t+6Qe7jkHSkfl64GjaLVS0GaddB0pn6vp1n6WOICtHphpDbB4D3Ut2f1foXbZu0HwLuayFaDb4/QGRvCZ4eE1f+giEPtSaZr0MZ7G1Ij5CPdqMs/d4QqY7EwN+6UGAzs1WHGyJSaWx8+sJEJ8406lKq2Y/FEJm5Zp+xf3uZxnIn25Oi5KqY1yN2wKiZhxppvrcbkuM033cQM+nQOjUmNn2+IZth83qvMs8bb/bXEeSRFWNR7CgLbjGzWhMMCbMb9U1mt/bcTxdHHHH8dyOuWMURRxx7hcxUPXfDZq58fhB2jw2n24I7McqOdT5Vhiv44K9bSMx0sP9phWT3SWLi8bmKYJ1yzwA8yQ7evn0djTsDHH1Df5IynWyc34DDbVWkStxdEoIRC/nduc9PYOSxRYqsiZPqqFuHsmleLeXL98FGthfUb21Wljjpsarb3MSshw4gb0QWy15dyze3/0Jm/3T8LUHmPbyUAUf3JTPNrWbBpITXapNo+AjeTC9FE/LZ+EVn4IVgyNkjSMxPUlZDiVWPJVauNM+v2WXqNVotZA2XXqA9Y+ITp5A+rFApZo4UN5Xfrqe1vIG2bXW0bNE3Qd3C3RfLoeZ2deuKcNuuymDWwUOxJ3vU71NG9iSChUhbAHdhOjknH0DEasNXXoczL41wczs1H83H1bcH4aZW3D2ySBrT91diJQmFFqX6WLF6dk9xdPYqJOPsWTj79lB2Qux2aGkjGuwmUbJuOXw0FdyiFPlg+hSIBsHqkMx4cO8agU/fK8EjpC4Kfa7anVgl9oGE3lA3VytWq86BHCnAjULesXqNLDNXq8/UljvB8umQcwb0+AOk/wAb/wi1H0KPqyHzSGj8UUe2C7H69RqlFPdawTMAmqv3fO1SVKzsq/Tri9ZCxAJ1D3R5TAYknaU7qRx9IPFEqL+9++3JY1KeB7uobyZKvPla8NwJVrHJDQDXJeD7I3uGEJhcsEgHlA+i2YZEdBCrK0wCoGzfYghShzWvI9p8upnXkosgdxqLYSx6G2JmNdsQ4jSwC7HKMGQr3TwuwTxWPlMHmnLj2MfXmPCLDrjNNjr6tzCq0VCznQVGeQuZbYrKtNWEZ8jjMPc1GZIkS6X2GNL4s9m2ELf15qs3RvELm2OaZ+a/hpv9ClntYVQ6iWSPI444/rchTqziiCOO34TY/CRuXYiQKDaCDx8pZ+Rh2Wxb2cz2Na1kFnvVYzzJdmZdUcKGxS0M2F9Hkp989wC+f3EHaQVu2hqDlI5K5b271zPx5B601Ab44mGZsdDod0A2M/84kD6T5SqwgSWqUvkk+vx/ivIF1couJ8QmITeBPgXJijiNOnsQ2GwMO3WgWgPNufsXXj76PWa/czSerAQije140lxqRqilspX6zZ2Wo6yhOfQ/fhCeDB1gIWRQCoAL9iumasEOZfdb9/ZqBp42DJvTrtSe9lof3tJszqj4M6se/5n5f/6M7Ik9yRxVROV3G6hfWUFCYZranjyn1xkT6HPRVILN7cw94xlqF+xemPzvoH7uOrKmD1WKVd33q3CV5qrkwObVOyg492CVahiqa2bzLa/QsqyMzJOnYUlOxJGaTHBHDS1LOt+7LVc9Rs8nrsLVq4CE/UeQesQkWn5aRfKR+xGubiDjkuPwDu9N1G4n6pbFr4VAXTPh2j3ETgeb9K3gEPDmQ7gZ7GkQaAJXgi4SDpm0yPYOlcIC/i4lvikjYMxLYE+BpuUw72hoXQ2bbobiS8GVrZUgTwEkDtAFwpIyKAQl92RtBZTt5p+n0wXzL5LBM8gpgY3XQrASsk4Gh1PHwIcj0PsZaPkZNp7dfWFx1mWQKdY3KwQ2waaDIdI5Y6gQbYFIHdjFzhaAkHRNdQcLpD0NzqEQlb/PZh3n3hFc0WFOUSmEvwGrqDrSWZYJFjkHscl1/piva0x6Xyxkn6JSZpkwhx0xQRKDTIiEkM2O4mK7ISCS0heL9pi4dPP6fv3Z8huhEtkmpELi4iV18xZDkt4wx9Mx63SvUZl8xsp4XKfdVL2+VhO80WBez1ddVLLYixny79zB5jkfGLWqA0Ki5ALL6eb1esy5iBOrOOL434g4sYojjjh+ExsWNtPWFCIx3UMwEFGOqRNu7osr0U5LXZAHTlxCzdZ2VU8kalP1Vp+yCnZAQiLSijxEseJNcVK1oYW5L23jq8d2DT4QQnLi/SNJKxSSJoqWnvsP+sJ89Y+1qgT4fwIp+j3j3UNJyvUqVcrhtqtiYIfbhq8+RM8Di3F49T+Lg0/ox4InlvPFdXM45O8HKyK26u0NVC2uZMucbdRt0MfiSHBy6NNHktwjRXVMlX2+UXVzFc/sx+FvzGbH3K2seGYJq55bzNYvN6rt7Fy8g0kPHUnRwf3VMnHktdPw9Egnb9oAbG4H7ec389mhj7L6798y8PfTCNS14shMVufDk51M7oED/o8Rq23PfEPrhkocqV6qv1iG1WFX8eqZR00gYcwAIgHpQ7JS8/48/Ntr6fnYFQSrG7ElemhasF7ZE3vcd4HqvKr469uEQ1HCUQv24nyKn/kTrau24Opd9KsqFZVIeK8umg5ur8aWlaqSAkOV3YeTKNQthdZyPXclljlRlHb+3EmqBCtvhPZKbQXc+LCUecGAm7Ttr3WrTgIM1ENSf/CWQrMJD2haDKEmTbp822Dw45L0Adufg413aBXLK+pGBHzrtXVQvpf9yLEEa8ArsmuiJkJWuyZWQvrSZkDSftDYjS3RJot6IUEhsHq7j1sXIlR1FiTN1qEWzWLRi4E1Td9U0uFYiNaAJQsi9dAmCk4U2i4H9xV6Rsv/t9/+QEhyoLUJIkIwKiAYGxAic1oeQ6BkXqkrHObWEYIhJAbznCdM91TAzHC9ZgiPKF5a8exEq0kFfNAoWjXmd6IGvRnTGdUdJpn9iFI2xihka4zyFKtyPWCSADeb2SoJnoiaxwmx+8SQp98uP4ezYsIzIua1dUC2ucUoePI5Cpqkw1xDAuXCRPdVEnHEEcd/H+LEKo444vhNbFvdyl3HLecPLwwiJduBry2KK8FFS32QpAwHvUan8ObtG5XdT2x9Xz1drkiSO9GuyoD9QSv7nVGieoi2LGvkn2cswNe8u/2rcGgq3lRd1NveHGTNt1X88PQm1nxdxYzrhnLDsiPZNHcnb/z+F0W2/lX0O6QYd4qLcDCMK8nBztX1LHltA6nFyax6byOFE/JJK01RARVpfdI5b8EZRKJWXMku2hv85I3J56OLPiXQ3Hnl2pXiUv1VMrMlRcN1G+oYePYovDkJREMRSmb0IWdiKaHWID/88RPWvSblpLI+7ySeEjxReswwrB4PLVvrVJx6UmkGax/7ns2vLcCR7OawxTfiSPaobbbv3FXZyDt8JHmHj6Bh8RY2PfbVr/NTWKVI97fHaOvmdC6eI+1Bksf3x5mfgW9rtSoF3vHIR4pUCRq/XkLGsZMJ1bdQ//EvFN18BmlHTcJisZJy0GjCDheWxAT1XktQRdK4Afgr67F63LSt3IyrJI/wtirweJRdsPX7JYSq9qZAiKhQAV8dCZmjtCIki9XKmELivhdD3wuhaR38cjG074SRj0P+4Xpd27IeAnXgEMVqBbTFEPr6H2HpyZDQF5KGQ8EZWmGSr1sfhU1/hLZVOtyi8jmtmtW8Dfln6W0nDIQciYQXu5pIkVvBng02oxhlHtc9sap/BTzDwJ4FVXdpdcw9CHIl5ELK3u4G3wJNbOokErwLEiWI435tO2x8AkKrwTlaz1A1XQIhQz7C86BV5oH2EarfagxYwxDuqiSJ0nSx+V5Iy0kmEr1jZkg+I7ebx2w0hcDqYA1Bao+ZN3rsNw6kI+7caW4Sl/50F9WoKxIMebGbfcpx7WnOTdSs2B65x439UAjvii7kaG/oIJBRQ5T1RQMNryFvVkPU1phz0GzskvLYRmNNlL/BbnrJ4ogjjv8qxIlVHHHEsUf0GpFIWo6T5d81sGlJC9dNXcSgyans3NrOqfcOoLB/giJTm5c0KaL0/v2bSUhzcNiVvRVB2rCgiUN+34f0Qo9a6/uag9gdVurKd78633Nchpqr8qY61WOXf7KDN69ZQkOFj+LRGUw4q7daQw49vIjqjc04k5xUr29i/osbfjMNsANVq+oItgVxpzhVx6yvNcS8x5bTWqOPZ9M35STmJTHohP4kpdtJLLKpx6nr2KEIO36p3iWwwpXi5qCHD1PESzqrqpdWUbmwgmGXOomGoqq7yhKNEmoL4kx2kTehmM0frSWxRxrzbvyEjMG5eHKTiEQt+OvacOc6sXucVM/fQs0CfaVcgitShxYqJSjS6MPmduItyiD/8OEMf+hknOmJisRIImPOIUNp21pD1afLGHjPSeQeNpK6n9az7NJndput2hNkrqr3/edgz0xT6X+NP69hxzOyeNbYfNXj+DbuwDu0lyoUtqcmqrkqIUmu3gUEW/2a2MktEtVKlVj/khLxTB6pthlcsJqKK27BnpOBc/gAMm65mMYn3ya0tTNFsFtyta2bKHVPHgy4Qs9dZU+C0pNh9UNgdXaON0kH1oKj9JxV7Y8Q7vL5a1ygb4UurYYJSbInw/jPYf1tYPVD0YWQPQXqF0HBuTr+PdQIPX6n7Xehav28HfdD/h/AVqRVrewToXUJ1L6h1S1Rpwb/CJ6Bej5rxSSR7vRxCKlKnKpJWfLBsOMGqOlGZZIuq8z7wCahDRFIPhvqH4TgArAmgXssBFdBWHeV4ZwE9hJo/xwivxGcEJLQC1HzxNa4h+h6lQD4hFGQhMAdFpPWJ6paF2VNEZxnTRT6FqM67cvyREiYzdzcv0GqBJeZY7GZ/Uhy4m+Q9l/hM0RIXscoczMdaXtF1LyeY4yqJvHyHTjaEFCMNVHOQYeq5jWvR1SraSZYQ8hdvN8qjjj+mxEnVnHEEUe3GDcrgwse6o3TY2XZtw3cd+pqlej307t6YXbfsYs4/s99GXNUHhc/M5w3bl1PzRYfY47OY+q5xcryNvoYrcYEfGHcSXb8LWGVAJiY4VShFtWbOwt8S8dmqJ6p5hq/Un4+unOlIlUC6aSKBCO4kx0qGGLShf1xJTkJtYdVH9WSt3cNkdgT1n66hbmPruCAa8fQUuMjrTiFHhPyWP2BnhMacfZQ+h7RV5Ebgdgag8GwUqOWv7ySH27/cZcsgtKDe5E/vhB/ox+r08r3f/pKEaudi3aQPSqfcHuIqiVVZI8sxN/QTtWi7Rz6wTkk98qgdnkFrw1/AFe6hwOePYXEolQ2vTKf5Q98R+O6nUQCRtGzWOhz8TTsKQnqXEqQRekZkyg6w4q3R4a6X5IGw4E2LHabmo9KHdOLguPHq5k4IVv5J4wneVgptgQnmx76mJZVu3clSRGwzJ4lyeMSPfpCvGQw9MzFXZxN2xq9SLelJpJ93uE4C7NIPWwC2+98CUdhJu5eBeB2K6tfqHwnFq8Hi81Gwwc/EmhqJ/2S45WCZnHacQ/uqRQs14ThpJxztCKGruH92HGEpMD9ixCSFPGbSPKgnslSb/Y94EzXKlV7mVa1tr0BaaMgeZAuGG5eA/nHgDsfdrwN243CUnSutgy6C6D/HaZHywuuHEiU4AWLVorkd23rIOTXke0tK2Hny2DPhSJJ4gtpAlZ6F2TPhpWzIONE8A42vbuFUHA1lEkohIFEwKvYeA8U3AvuflAu5yW8a/CFPQlsFjNTlQ6Zt2t1UhUe+8E1DqpmgfsQSHtYFwwHV0D1ob9BUKS0W+aE9gYhAclGbSk1UemSjrc33Gv6reRvvpuwkt0SAS8waX8e8/h9qSWQ8BKnIS29u6hHv4WOpMVEc4xpJtFv8R4i3vemfnWoZwUxc2ESbHGhiarvsP8lGetgmznWVDN7lmEUvz3MHsYRRxz/sYgTqzjiiGMXiFIjIRQDJ6XgTbGr5L9+Y5JIL3DRc2QKNdva2by4CV9TiKEHZWFzWlRwxQVPDqOtKUJrY0CRKpmrkvkoUVLEFrj4wwpevHwZ6cVerv12Kk6vjR+eLeP92/Ssi6g2kYgFT4qTsgW1VG/qnDuoXNPIu9cvYujhhezc2MzY0/sRbA3hzvBw8J9HqYS5xa/tWxT7stfXM+LUgSRke5RSVb2m84p2Yl6COvaOcAtRqfxNfioWVvHtDd/tYgEUtKi+qqBSz9rrfLTsaFY/f3ji6+RNLCJ7VJEiE6tfXkb9qp0k98kifVCuIhpZIwvJHl3I9m828Mkhj+HOSqR1e2Onjc/AnZNM+qhipQ65MhMJtvhUHDp+vdBWda7BkJp12vnNGpw5qQy6YLqKVReEW9vpcf5BKr1Ptp00vJQfx8r8SifyzzmY4muPV/dXvT5HzVA5CpxEgxEsbid9nr+arbe8RP1H83DmpuMqzsHicSoC5h3Wi5WTfkfmObMo+uvlWFI8NLz6LttveAJHXib+jdtJO/dI1ACeVfdMhRua8a/aRNKZRylSJYNu9vyYsJJ/BYEG+OVSKD1FWwALDtckavUD8MspcOC3kCtKiYzezIZAQAdPFJ8Bm56AvtfppMH8o+DHg6H8GUgohaRemjwFJQgiSQdYiF2vfRu4SyBsgealsOZC/TtPb/Ctg0gA3LJAls+KXb+f0n/lKgVPX/Bv1YODEucuXyUoowO1j4F3KDhKzP1BSJkFdc9AW0fprYwxiRpmCnmF/atzKAt0my4rlgJku5AMmf0aDpZEiEjwRynYcjqVrH8b35i5olRj2du3Cxv7RhTSjPKUYGx5ouCETZreb+E1owZZYgjalft4bEIMHzakUQjWKUYxE2J1xx6e02FxlPcw9u+2xJCoDuIk5NdmbIpC/P5mSGaJOV4hqdVG9ZK/A1+MyvdbKl0cccTxn4Q4sYojjjjUumzI/ikUDfRy+KWF2GwW5n1YS2tDSPVYLf22gfP+MYjeY1Pwt4Z5/OJVLP2ihqpNbfQel6bS+qzSzxQJq3CKHWuacSc5ePu2NUSjFjxJdha8u0ORsYN/35eUHDcBX4gJpxTzyX1r6bN/NgddOVDZ6Vrr/Lx/ywrGn96b2rIWVn8hSV6w6I0ydZN1pN3tYOwZfRXBSM7zcuhto9n6y05qN/+2jaZ+cxMvn/iRUqrKf6miZn1nfPvyl1ZROrWYlB5J1Jc1EQhEiYQt/HjPT7uRKkH5nC18c9Xn5I7Kp+zLTTRs0oEWgWY/GUMLGHLJJCw2C9WLtvP+oU8TlRS85nZcqW58Na00l2lSF/aHVIx6d/BXN9O0poL00aVKAYu0h6ieu4HKHzbS9/KDFWkte2Euq257n5ThxYx9/XJV4qte68/r2fH2fPrce4ZegFsseIrFerQrck+dii1BL9KThvdk0ZRrSRhcTM45h5C0/1BcPXIovvUMNVPVtmarsvNZlNsvolQyQdL00YrERcNhvOMGqZJg/3q9gK9/4l084waRdNhkguVVbD/jFqJCBFxO9fxIWzt193bYpP4NVH2nAyj2f12HVkhq4JAboWkjeEU1MBCVR9QcX41Ws1KGd5YQS1S72P+C9bDpQU1sJPCi7GGwZ0D+qRCohvRR4IpA9fuw7GwTbS4s20TrSwFxtiyQG7RlL9ACFif41oBvLYRboPxWSD8aWuZDhYlYl5CLnv8AmweC64wKFIFIm7YZClnIuhQ8YzQZk4AKIRwSehFN0YqUPD5UA5EWaHzIzHx9Ad5TwJoC/u8gvLtauQvsU8FxBIRXQuCpPcTFy2s91JCdhfugQP0rCBiFSAiL3xCTepPQ91v43tj3Rpjj/lcVn+/N7QKjeomSNNgcS9e/zxJTIizkapHZr8yYbTadWenmdcjxrzMKmqCjWqLO3FYYAimphNmGeEUMKZPfxzuv4ojjvwlxYhVHHHFw1xeDGbJfsrKU+XzQ1hJhwIRk7jhuJak5DrZvaOemz8fS3irEyU7f8amKWD1x4TL2O7WQvL6JDDooB4fHxqYFDfhaIxQP99J7YibfPlnG7L8MZ79ze/HerauoWt9C0B9WpbvlK5oI+cNk9UpSCpZEsYsN8PRnJ5NenKTue+n8uSx+SyfgJWa51QzWB9cvoHZLKwffNEopAqIuWe27dmFJPHvfGT1UyMXGr7ftIgTtXFWnbl2xc2UNz+z/kir43f+2qQycLbHIcMCd03hhv+e6/aRIjLrcukKsfVaHVSUFykyVHKPY/74+41Wyxxax4/tNNG3ufv4jd1p/Bvx+Or6KRpb86V1+Ou0pcqcPwFfZpDqsnFlJjH3pEqxJHvxVTWx6/Fs1yyQzXUKOpE8q2h5h08Ofs/PTpeSdMY3UCdKhY6H6y91jnpuXbMLbt0CdS/nev61a3ZImD1E3Ud3CLbKAj0IwRPULX5B+3BSiPj/1H+o4bv+mHSRNGa5CLESlioWzXwn1z37MjgvvVs8XpF1zFgkHjlMkLdzUQut7ooL8DzD0BmlN1v+tudLAtwOaVkPNPMg/xChAAWgpA0cq1P4AZU9C+jhtBfRXQN6hsPUlTa7WXL/r9uu+gV5XQfJgHaCRMU6Ts67R7mp+KwwWlyY/6y8Hj6QQztekSrD9Dn2LReohuoy4g6RsuRpcvaHpUwhsgeRZkH0N2MUeZ9PH2/Q5tH6pQy5SLgb/cmiWgAeHLgkWBBdCjcTVzwbPAZB6EzTe3X30uiUfvGIbzDKEbScEO3qgukJIc3fK1x8MSZCkvev3oLjYzcxRhSERsWg1BcAnme1/a8jFvqpsojqdZ4IgZGbp38FSM/ckyX1BEyt/UxdyNdZY9tpNQMVY81qEKPnN84Qk7TDJh5I6KBch3umyLzk/HX1nsXUS8nr3kpQZRxxx/EciTqziiOP/caTnORk8SUiVdj65XBbaWy2Ur21j01K9EHR5rdSWt1M4IIHWuhArv9OEoL7Cz/v3aQvekOlZpOS4sLvtHHfbIIKBMOOOKySjOIHSMWlqTX7M7YO5feLXtDUESMx0seDNcvX78mX1inik5HrYPK+akol52BwWFYM+7vReiliVjs/mpCcm4UxwsPDVTXx2+xJyBqZRNCqT8iV1FI3JpqmyDX+zVhBm3j2R4bP7qDLg7/6yiB//3n1vjNj4pt4+hYz+GSx5cimr3lhNOLj7YrDDIrhHWCz0PGIg7swENr27grUvLCJvUgnOJBdbv9lE+tB8apdsp/KnMnXbE2SOatT9x+PJly4haNvewLJbPmDrG51WsLTxfVSpr9gDHWkJeEuyVIlv/bwNVH64iPzjx9NaVk3j4jIc6YnU/bCGsC9A07IthFsDFF00k+3PfEWkXb/Ojdc/T/OijUpFqn5LFsQa2x94S9ks7WlJ7Pjbu7v0VdW9PYdQQwttS/X7X3nnCwQrarG6ndQ+JwloGgkzJpL792uweFy0fDqXyvNu06fL5TQ+RqN6iWz6P4E9QX+A5QMl221YrG188y+EmT9roiO7qHoPNr8MrRt10t/KP8KoJ3UIxqBb9dxVfdd5GQNJFhT7nkS4B2q15a4r6r+BLfdBymSo/RRSR0OelA6H5ERD1et7eAFi6fNqZVH+a258H0IxiXYyqyWvQRHEqI53D/wEjc/o+6sl0a4DXWaCJNAi/RZdIuw5UG+35dFuDkGUGQ9E27TKZtE9dFhljkreq13rEXaHKEXXGbWnPzAXeHvX16hiyR8ztriFJujiVEOyrjdWwF6AXMhYsof9yOyTKJFfdwmnkG3fZZQfsfb9VmBLgrmdYxTCt8w2NxtSJIEZov72NCEUsemO5Wb78hirUa7ksfsbhU1UPbE5LzAEKbbAuDsY66giWOtNKMjlMR1c8cTAOOL4b0CcWMURx//jaG8Jq46qpHSHIg7rFrTwzas1fP2ivhIv67yLnhxCXl+vCo547y+bWPX97krL8i+1ZWXwQdmEAhHcCTKfJV1RNj3rL0uH1rDax7zXdr36PHZ2ia4ybQ+rx4tSZbXrBWRDuQ64GHpUMUk5HoJtIUYcW8IXdy1l+7J6BszqyehhOQw5tjf9Z/bg5dO+IqNXCgOP7kXUYsHmslIyKX+PxGrIqYMZePwAdYAH3L4/Zd9uoa26jXn3/4w7za3i1KtX1nL2soto3tHMZ+d/QGPZ7ra9gWeNZvztM3Clephwxww+Of5F3trvUaa+cArFxwyn8JBB/Pi7t9j2ye7q1m4wfahqjd1NJ3L11ytpXrODxD65NK3cTsPCzgVv8ujeRLDiKcmh5OIZOIuyyJo5UgVZePoUYE30KgJlS/JQdq9e9EZ8fipfkAXlrgjVNlF2jcRc7wpRx5q+k6v6nRA7X+1zn5J1/Znk/vUP1D/+Lq3fLiRh2hisaclEmlrxThmFNSmBSHMrjU+8hXNgTxyFOdQ/8AJR3+4BAY4RA7FmpuP//hfw/8asyfJ7IHuc7o8SFB4C/S+C9c+AfyckFOtwC+mZmvgk2D2w5EYtMsiJDhsyIXbArvAUwpAHtLJV/QmE2mD7KxDqznoahW3/0Lfc46HoAuOm8+hYdm8/CFTCjmc7bYQC/2Zt4ZNjlF4qR+auxKrxA0ieCSnH6n2E66Fd1JF9gHuaJmWqf8sJTlEvu8BaBImXm5h4mcnaCsEPwHkmuP+kH9N+KwS6Jv7FQmxzyYZoOAxB6oCQtGcN+Uo1RGqymTHKNh/0cYZI9DQ2PpmNi5ktUzgEuNPsRz73s4xtrq+x5xWa5/aRv0rgF3M8B5pjkGCOVpNs2GHlk6WQvBe/M/uT/bvMsch98iHpWs4819wvxz7V7B/zOoSUBfbRvhh7fqLmuSXm+DvCN84ypcdd1b044ojjPw1xYhVHHP+Po605zE1Hrub4qwqo3ubniavLCMV0LEl8eu8xKQTaIniT7WSXePSCX5YB3Qg4K77Yyds3r6LflCx6T8qieFS6tuPNq+Pju/dAKoR4ybbCERV68e61C5l+1SDqt7by+b26j6dqbYNKARSrYOXqRtVDNfWaESqEwm7IWO9phZz9yRHkDs1SUehKSSmKAAEAAElEQVRiB2ytbGbNJ/s2XC+qlM2t/1ls2trIB6e/pxSn0+efhzPRiScrgcFnDOfHW7r2+0D6oBxcaV5l/3NnJDDxvsP44NCnlVIV8gVwpnjInVT6m8QqEgyz6Oq3tBWwspENT/1Inz8cSkLPbAI1zSpefefXK6n5aSPe3nm4S3LIOmgIle8v1JZIma9Sqo0Fi8uOt6dYrrRd0pWZpOLiZTZNkv7+TyH9zMPIuvIkog4H1nRZNINrYE82TTwH3y8rSDp+ulKs2ucsJtKiVZ5wZQ2VJ/0Rx9B+OAb1xlaQQ7iqlpS7r8I9Yz9wOLCXFipFy/fZHOqOilVkukHlN/D1MTDF9A+JepUxCqp/hsZlEKyD8k8hfQSk9NPnSOawPj8Atr8N2dOg8lOoiS2RNeh5GWRO0WqV2Ai/Hdu9WhWL7MOh/33glDkZG7RVQ+JgSJ2oyU3+uVD+D6gwREUIl0MW8x59DDKTJX8Y7l7CcHUAxpYzwHEDJB0E/rXQ2qku7hGOnnob0VY98xVpgubdyTJJN4H7eBN04ddJiBJ24TzVzG9ZwHlKDLGSn68G2yzddxX4C9iP0H/IYSGHQpTnx+zgCDN7FDHkQWaQ6oxCJcQnalQuIaty4UI+R8O7IVZC3jKNKiYk7S+GwOUZS508P8VY8HTaJ5wLXGqWPGeaSPbZ5nFOY9GLJe5rDJESkiav469GfYqF/CNYZR4rFxluMduzmULjzoqCfYOod0ea7crrE6jLTYY4TjLnopsi6TjiiOM/BnFiFUcccVDYP5HE7ATqasDhthIKdkY7t9YH2TC/kUFT0mltDNLSGOa2eVMUAXrxDytYN3d39er7Z7cQDEYZcmg+rXUBUgoS6Dkhh+Pu8/DkqT/9GqPegc/vW4U31aUi2T+5awWbfq7hhyfWqX10YN6z6/E1BJRqtfSdLeo+Se0TFU3IlhAHCbXoMS4Hd7KThh0+HF4Hcx5cwsLnZPHTPZa/uILM/hkUH1iKO83L8e+cwCcXfkTFgopfgyUkuMKT7lH7k/S/7hBobFekqiNNMBoI46/3Ubt0B4Uz+qso7LaqzqTD7mBzO0gekEftgi18fajuLyo59wD6Xn2YIkw2r5Nwczs5M4cSsUjHVhRHqpfcWSMVsRIlavvLP9L7hmNUXHvdD2tpWFhG/wfOxJGagG9HIxang/bqRipe+B/ONMnxpiXj7F1I9h9Pw5bsheQkolgJN7dicTlU3HrzW18R2lGNPTeT1i9+3oWNO0cMJPOVvyhFK7RxGw13PYnnxMNU75UtO91IduA+dAq2nj0Ib9LdXt0ieywMuxxCFWBLh6APdnwFk57SARay0N/4LPhrfyWe2toXhCV7iXnvew2UnK2VLLHzuVJh8icw/wxo60LYc46A0kv075s3GMtgNTjSoW05ePp1hmgkDoLSm6FlObSuhYxZEDRdWEFRYiLQ417IOFaXEm88G1oXQXAb1Mkc1T5AIuiLvwdblp79anweGqTvypQHx0LIk0orlOeJWizkqh7CS8BmSneFdLlOBv8rYB0PDikCthuroMzimQ4pKRf2/wP4LmYHlYYkeA3pEbvoIPNzxKg/Ww2hkWQ++Ttb3vUgY8iaxZCeSUYdE/udXERYY4iIbKejzmH/mFCIIqNkbTdfA4YI7TSWu47y7asMYRNy1qFQC5E7zTxGbIBDzXHOMV1W7eY1bPmNeHg5lrBRpnob698Co3y5YgqHYyXrKebYX9639z6OOOL4v4I4sYojjv/HkVHg4vjrSnAn2CgclIgn1cHz126garMPp9uqyM4j5yxn4H7paqZq9t2DVLy6/Md/+DV9uP+oed1ud9vSRlpqAyRlu7A57UQiIfIHpjD8yAK+fWzXzhsJonjq1B92+V0sqRLIWlgIVSze/8NcRp/ej+YqHzuW13L4A/vjdNv0CIrXTs26Bpa+uk7NZckslRCkYacPxuaysWVOOdUra9TvPv/9l5y77AJll0vukcyQM4Z1EqtAmM8u+EApVRKnvvRJSQDTkMCM7DFF+Kpb8eQkqWh2m9OmVJYfrvlIHXTdqirypvVTa9Zep4xl1cNzup3VElI18ZULSB/Zg/bKJn448THattdTesGBODMS1bFJuEioTTqz7DSv3EHysGIVs96wqNMKmH7QMILtsmizUHrtsdR+twpLciJ43LhL3dT/sIols27fa2GwLTlBEaNQdfdJhQJXv2KKX74Fe0YK1kSPfk2tPvzba4gGQtT+9VVl+ROEahtx9CnGXpRLYLVWETyHHUDiBSdgzU4nvLNOKVbWtCQVbiEdWLu895Eo7nNOxPfEq0TKYmykNhdkjYbWcphwL6RqSyfbv4N510PRLEjure11spj15MKKO3VhsKcAnIkw4RlYcTs0dxPX78yEnudqkqE6qWwQbICkflB4PKy7D9LGQepIqJ8PA+7SSYJJQ8H/FLSug6QhenEsj2mvgaiUEIe1jVAIjARW5F+qyZfMT0kPlaQH2tMg/Riwp4AzSxMsIVb/CpJPAXtOzAxaI7gHg6svtMjMXMznsOUeSM7SlsDQMvA9A+EN4LsJbBngPgYiA8F+F0SbIFRlni9qUwgsPY1aI+RMfi8zXLGf808BsRQOMV1OQsL6GbJTbkInPjRESYhVgpnXOtpsJ9uUEguJW2FIT8SQmqEmprzRfB82tsIDDIH70ZAiqyFFQwy5e9UQo7e7SRCUn2PPt3ywhEjK+bTFPKbQhHU0mdf8W31eU419MWgIlJAsueDygDnOSYZcqVpyQ/pc5jWJKid/G3HVKo44/lMRJ1ZxxPH/OMIh6ZuK4kyw40q0M/HYXEYfls2bd21i6tk9cHltfPKPLbx5h154ttR1XIm10FK357mX8hWNPHz8XHpPymT6FQNIzHApJadgSJqyCG748d+PER50eAnjzx9IzcZG3jj/WxVYMeT4PqoLSxBoC/PJtXNZ9c4G0vukc8yLs7C77NRvbiCjT5qKOxela/v8Kt6a/a6aqWoub8KbmYvNZaffcQNVZ9QXF39Ee72PqkUV6tYV+/31SEpnDdBK0Q9lBBt9RJx2yj5eQ9XPWl2RWbFwUJ9jUZwkuU9i6bsiZVC+IlUSqZ5QnEHO1P7ULSnHk5tCxB9UilV7ZaMKoaj6bDmr/vwW2TOGEWpso+pTPe8k3VXe3rk40hIVMU0Y1hPv4BLsCR5FzLBZSRw/iJEL/kb5Q+9S8XhnyEQHkqeOoPRvlypla8c9r7Dz6d0fox53yHgcBVnK2ifH17ZorYpXr3vqQxWpHmnU6py9OJ/8N/6CLTdTEagdR16OJTOd9MdvUfNWYvmzpiQSWLwa3xuy+LbgOnACOJ24Dt5P9WhFHG68V1+A68TDqR9zONH6Rm31m/oM5O2nQypCMYvN9mqwOmHQpXo9LEEPDSuh7E193+LrYP83IGtSR4Qk/CABCl0gJEd6shLTIdoC7T6we0XGhPYKHdc++gVNfgISc65j7hXEejj/IBj8LGRO7yyC/Xka9LwBUveDmg8gYZhWqwQyW7X5Oqh+Wb8+h0crZLLG9opqtK+wQcqR+jnRdh1aIcTQsx+kX6a31/w27JgN7vEiHUL7d1B30O6bck0H7wywiqIVBgl2seRB5EMIPmxUq3qIzAebqC9iRRXbXNe/F9npi10IRgcxE7XoQZMEeKuxAdYY6+AYMyd1hCFNfqP03Gge872JfReydLAhObLNgJnhKjOEp9lYDVtibIFLTYLgvkB5lQ2x6VCcQjHKmcsc1/d7f18UofQYCyQm2MJjiKN8/r81r2OMOS8/mIRCu9nfhYa8fRSfuYojjv9AxIlVHHH8P46GqgDPXruRcx7qhzvZ8WsK4PF/6qkW17IgP+yKEj7+xxZVFvzq9atoqGxXqtAnD2myNeDAbAoGJFO7pY2cvklUrm1iyYcVbF/ZpG6b59cz7qQSRh7XgxHHlTDg4AKlUG2eJwujfw2eVBeH3T0eb4abwtHZ1G1qZs7flqkZq/aWEIF2C4GWIFvmbKettp0zv5tJakmKDm/I9BBqD6nZK1GQMgdlUTK1mFWvr+bj8z9izOVjGXzaMEJh6DGlmP4nDGLJP2NmPCwWeh83hKQeqWz5fB09pvfG4naomaqSI5Oo+mUrO77byLK/ds7prPnnD6QOzFWK1rJ7vlAzVN2htayW9p3NJBSlE2zy0bhyO8Hmdh3kEYwQdUjZq5PqH1ex9PIXlBq2/VUZoO9E9pFjsCW4ddqf06k6pcIt7SqpTxCVYlynTUWrl9xyKs3z19GyuFOpyTh+CvnXn4KjIFNFqedccuQeiVX7qs1EWttVGEao1Y9zcB9ck0eReOrhBHdUU3HaTfiXr1ezVrasNMK1DdgyU3EO6oX7mBnYcjLUa4i2B2i66wlann5LBVi0Pf+Ouuk3203Ke0/inDZREVNrcREJD/wZ39+eJry+EXLGafXJnQEb34SEAgi2wBKZbUoDi1GY5OvSO6A1Ru0S4tXhtpLvu4PY57Y9D0NugagVtn8E/jpdRCxzWqWn6v0I4UjpA+1V0Lhez3Rte1qXBW95ABJ6aovfJombr4K1UoBr0OMao/BEIFwLtaKeRLQtT36WWaSO+/eWdCJwlkLBXeDqCXZRUsTuuAECYZ26mDAUIrrPjITp4BoD2c/rjquwBGrMhLDujVOwFYH7MK2kSbCGzGiF10PARLBb3ZpoCtFyDITgAmh/BcJiqdtLgqYiEvNMsp98/64hDzcZFacjjj1gyNgFhmTIRR2v+V6srB0XZzaZm6T7dbypQnTONjbAs2JI3Z/MfULEe8YETeQbspZjQja6i5l/zhA/OY6wIXk2s40q02W1N0SMspVs9uk3r7/M2AExJE32/bHZR9QQqWGGKIaN0iczWTHvVRxxxPEfgTixiiOOOPjp3Wp6jkzmOCFTFjMGI31I6ov8QqtAgtptPl66Ws9oSDntRa+OZ9TRBeo5sviVAmF/S4hIeCHLPtERwVsX1yvb3KgTS/E1BvAkO8gbkPJvESsVdGHVx6R+NCndaz/azE9/X0LhmBxWvrOR6rX1ODx2vJkSH62fI8W9/kY/jkQ3FpcNW3tEqVgdYRU/3/sTpTP74sn0KgugPD4WfWcPY+LdhyorYa9jBtNS0Uxu72x1rqwuO/n791IzUu6cFH68TKKboWVLHV8etfc+ncTeOep1/XjiY0qpCoejePvmM+C8A7ElecFmV5a/YGs7mfv3J2VkCblHjlXq1ZZHPyfYoC13QqLEhifvVLjBp9Qv7Da2/f1Dmpdvped9Z2PPSNUjRlYrFoed5GkjKLh6tgq6cPcpxJ6aqG2AgRDtG7pfuKWfcShpZx6Gb+l6Wr5dRPLJh+AozsOSmIBNkhjTUsh5+I+UH32VCq8IrN+Ko2chwQ3baP95Od4LT9K9W6oc2EfzP1/rPvXP105w0QpFrMSGF41Yccw6GNvIoTQecKImMRnDpZEZNr8L5bFx2GWw+lEoORZ2/gTbJA0uBstuheG368Xucvm6B6SN0MRJCFzuAfD5OJj+PaRIn1UAQrLITtHdVlI23PwLrJC0OYPGBfCTBFbYdk0B7MCOJ8BVDN7euhx47C+w4ynY+iDYXfomkP3FkihRZXrcAWlHQstPsPkyGPAz2LM6UlAgsFOTIruEbhTrPxbpOpNy5sAacPQGazJEGsCaroMuOoiVLR8y39HWwKgbIrWaNPleAGsihKsMCZLjkwsy8lnrBRaxpe5NjXaZOSFRo2qNmnS32VbHvFXYLE9cRo2abZSaZJO+99Ee9iGBEeNjfraZQIk+MRa9L8y8ktsQmIB53MkmGEP2fb7ZVteAkkXGtphn3gvZdqv5/vEYcpRqlKmoOdZmE8SRZEjbRGNdlOOSf8A2d2Pviy1dlucr2dLsS1t944gjjv88xIlVHHHEocjUxkVNVGxoIS3XQ8NOP9+/WslB5xcrQvLazet/TQocPD2baRf2JKtXIu4UJ2kFXkWw1AyQ3UJrfUAVBWf30rHXCelOTnp4LHkDU2mt96uC35pNLaz5ppLD7xzN0CN6sP67Cj7682ImndsXV6KDuU+upbas+6AHX72fT26Yx4QLB1O7sZH5z61Vvxfr23f37JogFvSFWP3WWgadKJaoKF/88VvaGwMc9thMLHarsia6EjvVitaqFr68/FMGzB5MzcqdrHlDJ4H1OX4I/U8dgSPJpVIDQ21BvNmJlH22gawxxWrmSVQwiZmPBCPkH9hXn9TuYhO7YPDtx9LzvCmKJK267X2at9Qx4tGzVNiEJcFD29Ya3M5UIsEQ9gQ3jUu20Of6Y0mf3E+dc0kJXHX1C3hKstVjN9//Pskje1L1zjzq567FnppA27od6ljs2akUXnqEUi+2P/oRzQs3MGTew7gKs7B6pefJQrC6EVuih+pnP2XH/aI87ApHUQ45fzpTzVUJmj78kbY5S0gpMrM8KnAiimf8UIrnv0Tdfc+x4/DfqWj1wJrNRBqa8b3/DY6BvXW4xaMv7z1KvbZeqWe4ZJFtwZKUgK1vTxyHTCb49slQOB2ay2Cn2MW6YNm9+tYd6hbC1zP3/ubk7AeuRE2sZB5KnlN4NCTJ4t5qwim2Q5vYBUs0ufLJwrsrTPdV2iRo2wJtMX1Qkva3/hIovBhKb9SWvcJLYOc74EjpDJRwFcLoRRBu0qXDopJkChmIQupMKLjFlAcbqM+fkD0vuGUBL+pdM/i3QeM7UPcgWDwQ2qSVKf8i8Mf0dzmGanIVqQFLOrTcBI4xkPqKVlUaLwX/P8E+FuyipAR08mA0hoyLkmWR4JCNYL8eLL0h/AVERhjSIgTlBGOL85nfrTOkq2P+yGKIkLWLlbA7vGe2p8uwtfqzqUs6oXxOTjYkZ7OZ2brf2PjsRlHy7SF8Qo7hb0YFEzI2yRyjr0uZ7zlmxgtj8aswxyWPrTHBGKfHWAplpkxfiOkeaTFkruM4+nUTAR9HHHH830acWMURRxyccmtPpp2epxSnd+/dxLsPbsPfFubrZyoUWZByYEFun0TOfnwkGUUeRbjCUasEef/KIaS3ShSu6k0tygooGDO7hH4H5KqiXglVeOG8n9g8r5a8wWmMOUX33Aw7qoTETDe9989V2y0Yls5jh8eqD7ti2Vub1G1PkGh0sfwJcfrk8q9Y/vIqZQusWVNL0aRCAm1BVWQc8gUJtO66gCr7YqO6dSCpKIWJdxyMM9mlXpu/tZ1oxMLG91ZSOa+c4sMG4Eh2E2hqJxS1YnPY2P7l2n0iVZn79aXv7w/G5nIQCUcoPm0iFZ+twiHlv01tuBI8iji1V9Sz/r4PVdLfzs+WMub9P6r3SkWo56aSOXMU/R46VxG8Hc99zbLTdaKgIFDVGUCx7S9vq9uvMG+c9H1F/AHCrX7EB1nz6tdsve5JdZ81yUvChCH4N24nsLFcBXNEO54bEbtamKobHqPtl1UkHDyepOMOwuJxa+uZ00nqpbNp/OebtP+se8SsOZmEtlVRd8ltROoaCczbtQ+rK0QFi7b5QIIwsuQqvwVCIZz7TSD4ynuwcU+FuzFIGwRFh0LDatgqAQn7gOwJMPlpcCRLwRqs/gesfwzyDtZ2Q6eoNBFYcz9UfgE9TgV/DZR1k9gnatWoFyB9nA6tWHgm1HchgqEmQ+Bc+vtwC1S/B3lnabFCCJZLFtcFUHQllN0J0QDYUkAsnpknGLVHFvxRqHsV6t+Agr9DsBIcuRDaAuWzdVS7IGEiOCX2PAy+DyAao5oEFunH23pAeBsE5kLiDfqxQrRcMyDwBbQcDPYZmlyFfoSweT+tw8H9PFhEzauEaJEho/3BvyOmq2qhKfwVlafcqFPvGoXHbtQavyET3dtozUkGJIkwx5AjsbA+b1ICu/aN1ZhbqgnEkGMTRA1B6rD7xWKosSrmGwIovW+vmWRBsQDGhp+YYmWFTEOC3DE/C+mS96C3eV1r9vKazjfzYwJ5f9o75/XiiCOO/zjEiVUcccTBhKO1fUiSAUuGJTH9gmLqyn38/GbFr/zAZrdwwl2DySjUpEojSsgfob01xKZ5DeQPSVOWv6WfVlFTpu1pYgsUQuLNdCliJfHtvqYg7c1Bpe5IH5X0XIlSZbFJVHmU5DyxvHRi4OGl9J3Rg/IFO1nw7O49UBK3Pu7SEaQUJal99DuqL77adt4/9xOqV9ey9cfOK7vbfiznhzt+VLNVm77YzI75FaqrqqvtrwMSNiHHHw0LAYmy5IE5eArSSChMJdxexrfnv0FCQQpbPlpNYkk6zhQ3Fd91LrLEIijrNSFFXZE+ulSRIVGKrFYbVreDSCSKPcWDPdVL3bwNrH/oU5pXlNOyrjMMYON979Pv1hPVLFXZI5+Re/qBONISlOqVc8IkNt7y6j4RO3lM2e8foeDak8HjouqRd2n5cQXBSh2hb3E5KXn1NjzD+xJubGHLKX/Gt3gdlTf8k7TTZtK+YiP1r39F1B+g6Y0vaXrzK9p+XEbyKYfiHNZXWf1CWyo0AZNzkZVOxjuPYC8pJFxVQ+3RF//mcba/8DaO/ccpQhapqMaSl0s0FCa8rpsUv+7gSocDXtCR61LsK8ET2w1pzxgBnmyo+E5b/WKRMgAcSdpKl1wAo2+F9H4w90JIKIHU4VD+NpSbebDVt+35GDw9dCqgzGw5MnQnViyxyj4E3GlQ8Qy4iqBGgiFqYN0FUPcFOLMh60hIFLIRhVCj7rnacg1knQlJkzR5s/i0KlX/IWy9UPdlZSwDzwjwr4Otp3WSKkHqmZKZr5Wt1HOgMabfKrITao4ExzAILtfkKLgMnJN1kEcwJjEv9DmEupTh2g8CSw5EJf1QurhEeeuwsEmv1AhDKERNazcky2HUpuNNGqDcvMYquLf4cgxxyTOPc5n49Vilqjv0NXa+jrks+VrXTcx7HzPnVWhUJodRq8Re2h2xf8e8xo7vr44pGo6aY/vZKE4dIRrdodAQOkvMa5T5siWGkMYRRxz/aYgTqzjiiIPVPzYy9vBMAu0RegxLpdf+eUqpcrhtfP+Ctjb1HJNGr7Fp+H1hRcDaW8Ps3NrOzg2tfPG39cy4eiA2p0VdWB8wLZcPbtVzWL+8UsYhNwxTwRFOu41j7hvNg1M/Y8fyej68cSEDZhSy6ccqypfUcsLDE1U64Rf3aHVDkNUvjVn3T8aT5mLYiX2Yev0oqlbU8e6l39Fa065UqZFnD2bilaOwO204Eh0q5l16p4aeOoiv/rR7StfiJ5aomzvdw7HvzSZjQCbbf9pO9aoapWItf2ohwRZtT2sqq2f+3d8y8PSRVC+rVERx+GmjVWdVzpgi3jvwMbZ9IfYl8FW3UHTEUA7+8nIVPJFYkkliaSZtlU3MPecFqr6NWdTKErAlZjEfBW9xNgUnTFCx7Va7DV9VExVv7744rHznF3Z+vJhoJELalMF6VkmSAx126hdt2jdSJcs1h52UwybgnTBYfV90bz5bf/93Gt7XxbPOnvm4B5aqXipbejIJk4cpYtXw+lfqthuiURqffZ+mVz4l+cwjsaYm0fySzJhoOIb0UymBkfpGbHlZOEcPxlfWnXWuE+ENZTRMm63SAyU23nXCEUSamgm81l24QDfw5umACVGZHAmQ3EsTq14nw3gpl7XCtk/heymOjcGOL6HfhZp8ycLW6oCS42H9U1ql+lcg9sCWdZAyTKtREs3egZKLob8oJBZoE8umBTIngjsLtj4KNdKPJGvxL6Dwd7qPa5sct3CAdyCwA/q8qpUu6Z3afBY0fW3eDz+UzQbPKAhshmCXcx1Yr5MCZfZKZq66QsiVP0Y5bjwbXDMhUg2Bb4QpQ/JjYO8PbY9DmxTpGoSXgaPFFA6vhsh6sPSCsMxUrYop3LUbMpNkvkrAiFxEeAQQ26EEfexnHt/X2Oxkluk2o/4kmft8Zn7pbEM+urPWiUJ1u1GQXjKkZ3OMItShRMVidMy+OlIf5e9LLsSETa+VfC+fx46/5/mGLEUNcZPoeGJUt1Kjcu1dre2cqSLm+T/sQ0hGHHHE8X8LcWIVRxxx8MQV61j4aa1SombfM4SEBAfedCtjj81TxEqsf5NPL8bltSuVqa48wGNnLGDNd53hE0Uj0skflKIcYqu+0KEVAok11wqXtgwWjchQCpOk3YmqtXVJPVsX1bJtYQ33T/wAq82q7uuAJ9WpHi/2veT8RLUGLJ6Yx6wH9idjSA7tjX52LKhUc15BfwhHgkP3ZgUjtFR2FIR2j96z+pI/vlDNTvU/JYNe7RH8je14cxL54fovKDqwt+qpKv9mI29M0QEUA84eqxQmCbewOGzYPY5duqhG3nEk7sxEZQ9UapWEUxSl0v+yqbsRq7qfNxKobcWVlaSsfeFgmPbKBryl2Wofgbo9H3/WEWPpe9+ZOHNSVWhFy/Iytj/9FTvf675XrDuknzCVzDMPwSrlvlGpTkokYWTfX4lVoKwC/4Zy3IN7Em5opm1eTLGsw44tNZlwdZ2yBaacdyzOwb1pefdrfF//QuM/d5/PCi5fS2hrBfbiAsIV1QQWruz+P6YRg3Gff7Kko+B79HnCS1ZCIEC0po72R2Tx3Anr2NHYJowjsrmM8FffQmuXc9awRhcF50/VYRdbPwK7B8bfAYnZ2mJXejisGgE1izuf17oVvpwFh3yl1StBRKySv2HBUiEVXSxrElox/yTImgatm6DR7MedBwNu1KqaShRJgECrjl3vcaEmVh3wrYf1MWmCHWiZBzukT+tQaPwamroUP0faoLUzpXIX1NwBwS06jr2xm/klSxIkSQx9GJpf1OpTe4xC454Nzola8Uq4FNrfgoghb+HPoP1MsJTq2SvXTTpVMNLRAdUB+bxeBIwChKzHJDdyjUn0E0IxwtjwMk34gwRZSIy9/P09bQjTPwwZa9tD19NRZj4qbMIwhDS+bYiWzRCjOhP7LuXGO8x+hbyZLjS17aDZ16mGeEXNcQkZ7EAgZsbKGkOQHIZY7Qs2xyhwArH1djNLGEcccfzHIE6s4ogjDvy+CD+9o1O2pl7YRnpxglpvFg9PIyXbxcn3D6X/lExFanZuauPjv6zbhVQJvnhwDVsW1ikStfbbKqZeNoCJ5/ShYmUD676tZNyp+qpt3dZWNU+UOyiNk5+ZopSotvP788Thn1GzsUmpMInZHlqrfWqtuW3+Tsp+3EHpfgX4mwJIBZSENvTYr4CIxUZClofadXVULq0muTCJRU+uUAlyrTvbWPi4WGb2jNaqVqwOmwqeiGBR5b7yfUpJKtmjC5n62DGKIPU/fRQfHPY0TZvr2PjmMvL260nGsHzWPjefxg2d50HIkYpTt4pyp7ur5Hyo+bOKrgWk0Li8nF/OepJ+1xyqItE3PfaNCglJm9BPkYrEwT20PbB9VxuUt18BAx+7GHuauRJuseDKS6fyle+xet30uPYEFUBR8eSntJdJetvuyL/hdLIvOVoV/KqUOJuVcEMLjV90BoBIaETZ7BvJuflcLC7Xr0KYvaSA3Odvx56XSctbX6n5qfQbz8fqduGdPp7t088ntGMn2O04h/VT/VXhbRVEquuU/c85egjBpavV77rCkpVB8qt/x9azWO/r4P1pmnYikc26F8xSmA/tfqI1tVj69ML9z79jKSxQRC+ydj3tp51DdF1MSauQnDnnQWIx+Kq0HS99kI4Jlw+5hFK4kmDG27DxDVj/EtQuhX6nw/A/aiJV8QXYE2HtE1C3B5UhsRTGP6FLiFfdDxuf2fX+YD3s6KKieEt1EqAiVSYGXUiKkDMpF95XVD0CrT9Bklgbe2sSttuJdYItSdqaY86NDxpkxqgbuPpDyrXglU4ladzuC7USuhCDaKOZuRK1rFETqFiEhdAtgYTVYMk1270XQh8bO1wHhOB0N1OZGZOCl2mWLB12wuEm1KHdEKE7DMFJN0mC8rffVbn1GTuekJsWozTJtkIxXVR/MvcfY2at1puZrRTz+BZjwxMCe0bMXFuBeb7YquVz3UGuw2bbsWpXx3uba567pxAKIWdygeJIs533f2POLI444vi/jTixiiOOOHbBz29UUDRUlCeLmp0KBSOk5EjcslafKte38NOru9u3ZG249jux4EB6cSJTLx+glKb+B+Xz9UMr+fze5STneJjz+Do1R5XZK1mlCvoa/OprRs8kWqrbOf3NGRQMy6R8cTUrP9jCuPMHk1KUSLA1xJqPygiHIjRua6Fg/x7kDMpUaYD1mxp5+8zP2O+68Qw8rh/lP+9gzp0/7aJ8dYfNn21g1SsrGHjKUCLWiFLLWitbWPbEApJL0nAkulQohcxgJRamKGIlP3991qvdbk/mqH654g0GXHoA/jqxQVlJH1HEzp82s/SWD9W8Vv7hwxVZ2vHeYjUTVfnJMnXrQK+rj1DnOVTXijs3TYVT+Mp2jZb2FGdhS9KpfAIhbzs/nK+KiouuOY78cw9R5C5xeE+Wz/rzbsfpyM8k84xDlEKlCouJUv/uHLZd9SiBLZ1qoyDxoHEkHXmAKup1jx3E5gMuJOnEGbgG9ybi85N43EGEaupVwl84FMaSnYlzwnBCb31O+sM34jlkMpFWH3Xn3oh/7mIildW0f9jFbuVx4zn7RCzSibVmI9biQqISfiHX+lOSsPUuUcTKedWlOC+/WJXUtl/8BzX3RmqKipQXUiIEy374oQTv/1vXTyf4a7Vy5EqDUdfpGHMhXdJPFWyCxEKRI6HwQHj/QBh+jS7n9WRBxRyYe2Xn5sQWKAmAsQv3XmdC6hBNjAZdA1teh1BrZ1R66em652r9I5rcCUS5al6r56/kDyhUDpsf1ce5QyLJ9wFCwvo9CTkn6dfTtg6WzYRAzPsoqYC9n9VR7DUvQrkQhq6QsJFiCFZA1tWQdhZYsyHglz98cEq5bhf4XgFrJtj66ij2aCxZMnBMA0ta7AF3iRLfG0QBGmSsdLcaa9yFhuyIdfEys4ypNsqWEJHrjbIkCtzNXbb3jiEzvY1SVWNCLg4zvxNLoaiTrUbFetyoRH8z5KrBqFcdpO11Y00MmmLfvxqFaplR0OR1rjX7PdYoV3LsQiwPMMTMakIw5HfdQax/K81507OPccQRx38u4sQqjjji2AVzXthGeqFbJQB+/+xWFTbx4T1rOeHOQUpN+fxvMWrAHiAx5+FAhORcL3aXlckXDuCpE79l80+aeAk2zamkYnkdWX1SKF9cQ9nPOxlydE96HVCgLtz3ObCQglG5xtpnVda+7AHp/G2MLEIgvfdaRp0zRPVSzXt4CTlDsxh1/nCsdgsDTxhAzfp65j20a/x6d/jy0o/Y/lM5ycWpbP50Pc3lTXhzk6hdW0v1kh2k9s2kYm4ZVfNjLUp7RtX369WtO4gy1eeygxQRypk+iAXn7p4gV/3ZUgpO3Q9Hqpfab1fh21JD8ohS+t17uoqIX3e9XnBHQxKlLQXOUPHit5T95T2yjt8P76AeyqIo5c4Jw3thS/YSbuq0r+VddwqZZ87EnpWiZrOikbAiSK2/rNmNVAnsOekg1kqfX0Ws21KTSDhiCtakBHULbt5O8+uf4T14Io4p41UsfMptvyO0dQfuaeOJhiLYMtJwz5isiJWk/CXddTX2QX3wPfMmvhfewXv1BXguPFWRwVDZDqJCdtSVfFQJcWiZDixxXvV78CaoNabzhmtom3kskSXLsE2ZrNIJaWkhunmLPvDknjDgTPBkgD0J8sZDWyVs+wqKpmmLnFju2mr1HJaKRLeANxt6H6dnsiTYQshKewyxHXiJvrXugDnnQouUu8rTQ+BMUEqjKiWWjiuBhF+MfVzKyjTpku2tfUjfJwTrh6kw8HbwFEH5y7Cjoxy5CFLHaPIlz9sTksdB5uH6v3MhWRLL7um1K7HKOB7cvfV8VuZpUPkohKp3VbN6PA9J0yBcD9EksHpjeq/CENkOdkkWjP2MBKH1AU0OEi8C74ngexv80gElv84Hr6QXSsmdfGgl7v3qblL69oTFJiQiNhFQZqPUxg1pkdc+wyhWQojkgoPPBF/c3CUIQtQ3Cd2ImQVTxK1nTDFxlVG9Oghglpntin1OBz4yCYASBz/LKGVtRk2TxNMO6++LhsgdYj7Xiea4O+LxTzDEqmM7QvieiCFS3RDWOOKI4z8ScWIVRxxx7AKH28rnD2+mscrP9LML+OMbQ1n5fQM3jflahbuJQvRbaN7ZzjvXLeSM5/YnGAipOaShRxXvQqza6v08ffTnpBQkUFvWrIhYRzaXghTNukRN6fgZ1n1uFs2y5NjQwBfXdc6OhHw6Xt2TlaTKbifdsB82t5O5d8/d67GKXW/VC9oyKLNVM984jaTiNOpWVfHZKa+o6PaW8kb1uP8JbF4npWdOxpmVpAp/C0+ZTMPy7Wz4665pak3LtvDzQbfjKUjHX9NE/7+cQfYRo3GkJ2J1ORn9+U3s/GQJoUBUEU4p2q3+eCEDX/kjCQN7EPGHFKmyepxYwlEKrj6BrTfquSRnUTZZ5x6GNTWZqM1OoLJObTOwtYqGD+eqAIukow7A6nLQ+PY3eMYNwTVhOOGmdixEaHjpU5zDB+Ae3l8Tu0iUtm9+Iby1kvqHXyd9yEAiTS1KZbJmpBFcV4Zr5EBVAhxcpheZ7pMOx32sLDAh8cbL8P+yTM1UKdUpGMKalqKUP4tdVKEIlpQUEr58m8Dfn9SOOd32jGXgAJxXXEr7iadjnTge28hhRDaVEX7PxKlPexyyx4DDBACIpc+ZDG3VeqEvFsD2WvjkcBh4Hoz4PbiTwemF8bdBsBW2fAD1a2CFmZ0RtWvQ77SNMH0w9D4FltwBjkRwp4NVjs2k3ylFS9b/Th1pLkRL9l86GxqXQqWZhQq3wfIYNUyQNhGGPQn2BNj5GSyTyO09QOLbJZrdJjNHFvBthJYlYBOS54ZgrbBTTfBsiTqwItKF2HiGQ/LB2ipok2PtEOOkGfwXsPeFlOPBNQC2itIS6fJ86fa6Vs9quQ+AnQeCrQS8vzMx70JWEsB3PYQ6iNG+Qg6kO+U5Ynqr9jekqM2QKr9RrGJVUVG8njNkR8jX78w8l6hI5xnyVGMI1unGtvcno2KJjW9PF5P6mHh4p1lOyWPl8yZ2y85/6zRGmbRDpwnjiE0i9JhjPNZ8L8RuGmCCS+KII47/GsSJVRxxxPErhhyUxekPDcHusDLv1a1MOzUHl9dKn7EpbF3ZwrKvO60ouaVuzrijlOJBCXzzUhVv3LurorP8/W1smFutwirE2tZQ3kr/gwsVoRpxSj8GHV6sLIHf3LeYneu0IrH09Q2q+DdnYDqtdX4VXe52WWlvDvHxH+ey6Pk99b1A7fp6vrnpB2ZK+a84vlK9TLh+Mu0NfhY9tns0sTvNw4jfjceR4GTpo7/QuLme/P17KoWqvaGdjCG5ZA3LU8EVAm9+Cr1OHEF7TSsbXlmolJh/BSVnTMadn6pIj7raHo7S86Lp7Px2DSlDe1D/y0Za1upy1cDORnUb+I9zyT1+IvYkj7LsqTkof4jUA4YoohdqlAWzlaThvfGU5qqf7SmJBOpbibYElMLlzJdFmoYoVxaPF2uKLMKj+FeWUXbWnSpePVzfTNb1Z5J+8XGqg8o7dTTucUOxZacr8lZzx5PUP/IGBfNeIWqxqgTCSHMrLW/rdED/9wtUOIWjTwmBxavx/7iIwPzleA6dQnh7Fe1f/2wOwpw3i5WI00XKd2/rrqpwCBoq8d39CLYJo3Eed7hKApSeNBIScF51GcGly7FPmmBS+uzYT5lN6N0Picz5kci3MemPorR4czR5UnNL8r+dBwJNsPUzPUOVNgDWPA9Nm7WSI/fJzJUoXIEW8GZB8YHgSYf1L2tbX8g8TlIGxa4n9sKiw2DsvfIBAZssmqOKOKtUP4k+F+IkKYKDbwAhi8l9Yewj8OXB0LYHFTR7BjgzNWnKnArOLAjsagf9Fa3LYcPVkHkEtJfBljshcRj0fVSXA29/BNKP1UqaKF9Vf9evNxYBOY6IUYFMIbHMhAkZk+N3Z2jLpGcsuMdAe5eAFGuqfqzMbAm5kmLhlMe0YiXzV0IaAksgIPHk/6chVjkhnvKZnmui2ZOMxa8DeSb4osWoRR12vxtMUqAQs4BJ85PyYPmMSYDLB2ZeSmx+v4WgSesbarad0kVpkq4sORftRuV633RuyTmXub2OOcoEQw67r3+II444/rMRJ1ZxxBHHr9j/9B4kZbqU8jP2+AKsNj1jJYl7DpeeeRHMurSQk/9cSmKKlbbGEIdemM+8D2rZurrTciaiwEtnz2H4MSW0NQYYfVpfpl2bjsNjVyqJzWVXJb4HXDWCle+XqSh1V7KTV07/EneSk4x+aRz2wBRaa1twJjhoLJfQi72rRus+2sjwJTspmFikAi5EUekxpbhbYjXu+v0ZcNpwZctL75/Ju0e8RP3qnfgb2hXpaqtspmG9CaawWJjy1GwyhheouR4pC175sCzo9h2SGChza0Z2UaQn1Opn9AsX48pJIdjoY9nlz5MyogR/VSPbnv8Ou6T1iSjR4lPrdemVknMQbQ8SbGvDkZpIuK2Nxrmr8A4uJWlUb4LVjVQ89yXZZ80g3NpO5WOdcefSRdWycC3J00YRCQSxeFy0r+5UAd3D+2Gx25Ua5R7eV90voRCiYFkS9LFIZ1W42UfYaaP13W9o+0wrghKhXn3EJdhKCghtLgd/QPGZ1hdEVdBwHj4dx+HTCTW0QjhEJDkNa7qQFE22mq+4leDHX8OzbxB48yMcJxyJ7aBpyv4XdXiwJabpTizZsCogduD45yPqfQ7efBuRL40FTba3+H4YfztYDFFqWKuJ1OqnO9WkDmx8B/qfruesRG3ypMgbpolJ3gQYeRXUr4W6lfDjRTDiemjfCeuehelvgStDP16Rl7BWsA7/AQKNMOds2Ci2rjCMuEP3aMljnal7JlaNS4wKlQCNCyH4G7M11W/oWwdyTwNXgVbJCi6FiB1CEiaSAg7dWbcLQhWw/RrIv0Ofu/YNYMvTnVctn0HCgYZ4hcA1aHdiJfY/9wzJ04fWFyFcoRMAo0IiQuB7AoJzwJoG4T0QRFGNHOfraPZwTIn1b0JCI+TfnWZDXuTiS+dnujNdb66xFQpR+tIk8znN3JQQq8fM4yRaPWoCIy78jS4ssfw+bdIJl5qEwGRzkxj2zwyRm2tuUwzpk2S/N8z+5H45n+mGVHnM/vcevBNHHHH8ZyJOrOKII45fIcEUo4/Mxe520NoQ5MuntjN6VhYrvqtj6Zc6TWzotHROv6evIlpRSwRPUpSWuiC+lt3tOk2VPr5/ZDV5g9M49I5UVQrszXDLOlgtHqQLqr0pwLgLBzPhwiGK5BRPyOOZWR9Qs6GR4af2J2dABtvmVbJl7u4JcrvAAoc9NYv0fpkqtEKCHHx17Wz+YlO3D3dneHViXziKN0un69WuqOTzU14ha1QBO+ZsVhZAgaQFJpVmqMQ/m8dBUs+O2Yh9R9nzP5J/5EgyxvciHAkTqG9j89Pf0+9PR6vwBnd6CqPevJJwm1/Z+RKG96R51XbcElThtLPuTy9jT0si49BRNM1bR+03y8k4ZBRta7dT9/ki6r9dTtLovrRvrsS/rZrtf39PqUNSphuLnQ++jqs0XylnNY91kh5B4xtfaUJls9Lw7Ackzj4UT488tc5LOHY6DU++Q+3v7yXlD2cQaWii/lZZjHYi2u4ntKb7823NySLx3uux5mdDgleJJ1KKrOaa1EwVWPr0BvdcaG8n+Pl3BOf8gvPcU7HNOAjL0GFEW1qwuF06FbCpiVB5JdbSXops2S+/lEAHsRKsfhbWv24SAF1QMfdXArcbapfr2SJbrppbo6UaWqq06iWf1V7HajVK5q62z4HCMZogt5VB8xbIGKlVMnmwFA1L2a+/HhJToOdsqFsO296BwlmQOhC2vgsNK/b8Yal8RytG3l5gCUHGZKiR+O8OKGYOrmxoF5WzywUHUa5EURPFTtIFg35ImaKJWuFVkH0atCyAMkk9bDDe2qeh8R2wJui+K2sSRFrAmghJEqveR/dXdSVVAunPqj2hU/EStD0KnnMhtAmcwyDhbF0s3HgeBLrGvzsgYQFYhCSFIfBnCIjytC+oNWqT28xWdZ3fcpmEP7EGiqWzzDxHyNd3xqIniYQSbT/eHL/TbMtv1KWRhkTJc0Vxjk3pfDPGsvdwzO/ltdxkHi+k6hbgD0Yh227es9jo9MHmWMVCmGDUrH2b64wjjjj+cxAnVnHEEcevKF/ZhN1tUxfec3onULbGz8ZlW8jp6VXlwFNPz2PCcbkqojxKhEjUStUGH89ct4nqbXu2rkiMes2GJhWx3lzlI9AexZXoZMsvVSx8YR39DyvBapeAijBpPZKUe2vkGQPI7J1KOBSlYnmtIje07ho7HgtngpPsoTkE24KKMG3+cjO/PDiPivnaXtcV699ZRf6kYkXA5t2pbWT2BCcpfbNUMmDD2s4r62K/W/vMPPqfOwF/XRubXo/pO9pHBGpb+Hbq3RSdPJHE3jnseHcB7ZWN9Dh3GklZqWquyKpCIgJYkxPIO20a4bYA9d+vYNlsUwgro/Vvdc6Mla/vfG2RNj+N3y9X39uSE1SUui3Bzc4nPyRQ1hk40Pz1Qtbud7GKdw9W1O5KhN/4Et+CVYp0BdZuwXv8THX+LQ4HrmH9SL/uHGqueZCdJ0u/0L8Ih8z4CJGyanuefFVDexFlNQy3BXFdcZGaqfLfep9+js9H4O9PYP3ye1xPP4YlLZXQR58Q/Mc/iaxYjePWm6GkpyI10eoarRQV7Act5VCzXM1VWYotkOolWudUhG2PkONxyOJcRIQ8mHsxFB0MkSAUz9QzWgnZUDJDH7f8kRRMgYp5YPFrAiTEQrbTsk13U8lzW7bC0D9C4SG6mPiHUzpTAfeG2m+h9HzIPlCfr7V3wYYHofhC6Hk5ODJ1+EbNt7D0HK2USSS8FBCX/01/tadC1Yta8Rq5TFsBHTlSWAauPGhbCTtiEhSFXMpN0DGHJV93XgSZl4PfWHGzb4TgdqiXuaVY4h5DXCXUovVvej4r/RsTyy5BKFN2J1aWPiaOXZ4vn5OZxtK3L3jdJPgdbWLMO9MyNW439j6PsQIKmZKZNvn7vrgLUfrRkK/xhoiJoiTziSWGsG0ztsIPTZhFVwX9QZP0J58zd8yM1lBDOlvMrQMOk0goqYlCWCtNqqD8Xf8LcftxxBHHfwzixCqOOOL4FRk9tIoTQWZoYL/TCigdlkxylhOrDOaHwgR8YaIWC4F2iV5v49rJi2hv3XusedAX5tkTvqTn5Fz13OEn91eExuF1MOvB/XC47VilEDcQYc5DS/Bmepj4u+Ek5Saox0z8/UgS85N477zPd9luydRisgZm4kxxqWS/TV9sou/hffHVt7PsmaV7JFUlh/Zj5isnY3PZaK1ooW69JhiTHzyS4lkDlYq1pGcG27/ZyKibZ6hZsAU3fsyGlxYSbPYTaNQL44SiNBzJHjLGluItTGXLGwtpWrN7st6viEbZ9tKPKohi+OPnkjyoiMqPF6vuKUdaApZWC+H2AJGQhagkIQaCJA3vqUIlhHx0B1tKAsmTBtG+qQLfGn2Fu+fz15Ny6HilWHnH9GfdjF37h2Seak/vWHBz5zlrfPR13KNvUUpPtD2ALatzXutfRaS8grZ7HsV7xTlYCnLA6VEEJVKxkxAOLGlp4HZjG9B39+euXkv7Ecdjyc8jsmoNBPVCOHjXPURr61TwRfjpZ2HGc1AgCYFt8Pm5WMekYfvTTSAWyq++Ivy7S/Z8gCuegf3uMtHsDVCzBNa9qqPVD34Reh+hZ6fk5m/V9kKxBw46W3dR2Z3gk8V6BJbfB+5c8FVC82aY8pxO7EvuBTt/goouJb7dQbaZMV5Hvos61f9a2PkV9LwS3DLPJVa7sJ7HyjwIii/XvViVb8G662HHP3fdXttqSBqnX1+Hcte1yLhbWKDgfvAMhehMyLgILIkQNamHjW/sHobxK0KQcrsJ1nBAuBYC3She0fUQrQKLzEGFIPwp+46wIS655nazCaTowEhDahIN2TnABFTcb+6PvVgjROkpc8Ok+xWaqPVco141GgXswy6hFkKSZhpF6iNDqIaY38uFm+7U0lmG9NlMEfENRumSzra9l5vHEUcc/5mIE6s44ojjV/z0Wjkn3D0Em8NCJBIlKceDJ9mOza6z+iSFLhSI0Fgd4NOHt/DpI1t/k1R1oK3Oz4r3t3DWB7MoGpuj5raE2EgaoPRYBdtCNG5rZv7Tq3AmOtTPSqWS/bocDDx+AGXfb2fpC9LpAkNOGcTUO6eSVJCoZpfCwTCfXPIpK15Yjq+mjfqNe44oHn7ZRGxuu5rN8eYmkjO6kPo11WSP7aEInyhHWSMLyJvWl+xxuqh25E0z+Prk53/dRsHMQYx98Hgc6QlYnE4i/iAFM4fw+dS/KCvf3pB/7FgyJvYjEgpTeNJEdn69mmBDK+UvzKFtYyUpEwfQ976zsLrs7Hxv3h5JlcXloP+r15MwrCehJh/rz76ftnXlJE2R2TGtnngHydX2fw8yoxVs8WFPTiS4o5rGR3TU/b+L9qdeVTdrXrbqqrLm5aggDPdDd2FJkoWvjL70wJKeRrRu1/dPFCmlSsWipobQnUKGhOXmQeFk8KTpuaoRl2EZsw6SEvV7esghRCZOIrppI1R2Q36X/hMSciF3LKx9DeqMOiOq03eXQW9ZBFu0rTDih/otULMIeh2jZ5lUfHsAtn4KG17Ws1SCnEldEuC6mRPsexH0OkvbAxdcbkIvfNC8GhJ66GMQYpZQqkmj1dUZ0iHfJ0uq31B9XHknQvnT0NYl8n/DRZBzOriKwVkAvrWw83nImq1/V/sOpMyAhDFQ/x7Uvw85V4FnCLgHaCIlEeyi/EiohtUDmb+HrGuh9TvYcbG2H+4CBzgGGntbKgS/gkDXImAbOI+G8F8hkg7hhf/ijJXAfHZUIt9R5hxfbUjQK6bbKmLIjtwnpPCPcinFJAs+uYftbjD2P0kTFMukzShfdYZsxeIQk+pnM+EY5wJXmGOTfqzukGGWYUFDyOS4dJBPHHHE8d+JOLGKI444fkVDhZ+tSxvJ7Zukkvw2zmsgMcFCbp8EwsEoLc0h1nxXw09vVjL3jb0oM13QY2w2PcbmsGnODmX5Ewhxi/rDKsxCIPuTaHNxPQVagrxzwVdMvWEcPQ8uJepw4LBGOeCWyWz8vIyWqlZyR+aqsAtR2GStJPNaQr6WPPXbi3+ZpSqa2lMFSIgCVfmzXCGGDa8tYeD54wn72tn8zgp6nylX+DU64tbFBpk3rR/9L5qCK92rOp5sCU58jW24MhNxJLnx+2PtPlKj5CF7+iC1wK+Zs5ZgQxvRcBh7ohub10XWIcMJNbYpYhWoaab6/V9oWb4Fe2oCzUvEjtQ9vENL8fQvItTsw5GVQp+X/kSwPaa4NhKh6Uvp7fk3YLGQ/dydWFMSdVZEQS6Btaaz6X8IUankJrDPOliFUHTs0z54IM4Lz8R/p9iq/gW0ieIhs0dWPf+UXETkh6ewHnEUlowM1cVkf+NtopUVRP72VyLPPdPloILwgygG3cBfp62Aol4JwZHwiczBMPpqaFilyc3mj3VgRldlomourPgrFM6A7V9BReyslKy7S2DIjTq1MLEYauZB7QII1MHiC2DyJ+DKhOZ1UDsH2i+G4c+Cu0ArTjvehJbV+vhFxfJXdh92EdgO2+6K2e8IyL8Eci/Sx59zgQ6XkHc7aQI4e0L2pVotk5ckhE7SA5vnSmu09BtIyZlWv1JO0sSy4oouxDEIbW9AwimaXEmhcFe4LwbPNTpNUFIFg/nQtgAi+m9y3yCBE/80RMVjyoKthtwIaZJzPtaQH/l7ElX2L4YE9TOzTp0l3Z2Qv+MLjHLVauag5ELL593EqZu0TxVOkWIsiKKQ7ulvJsvY/jr6st41xC+OOOL4b0acWMURRxy/QtajT563iOkX96SlNsBH963j9eujTDgxn6xiDyu/qWXF111Ug99A7uB0Tnp+Ot40F2317az5vBxvplul/M3753JKJufT/1Ctqnx56y/qGAQSWPHptT9y1sRiXKqix6JIWMTEdW/6YjN9juiDM0nImIVoKEr1qlqm3j9DRaHPf/AnNSslEPIlhC4c0Oraz7d8RXudj9Q+GSx75GcaNmgr4KK7vmLLh6sItgZo2lRLW20bU547TQVWVM4to3T2aAb94UASSzI1obOISBFUFkaZw9r2/jKyJvehbkEZbeVGcbFYGP3cBWQdOBg8LoL1bVR8uJjy134ioVcOaZMGEGpqx5bgwp0vC1sN32bp/tkziv58GtmnHqjmqSyiaFksWFIScaRYsSZ4lMoVamhh63VdLGH/Aixed+f3Hjf2noW4j5uJfcQg/J/PofXvLyjyZuvfG8+FpxBtaKLtwaeINna9mr8X2O1YvB5NigRWC5ZCsYT9ixhwirbpCYQElX1OdM4HhEeNwnbamSq6HY9HJQxazzxrd2K1N0iK4Px7YPgl4JbZpqDupJKOLIlnX3i/IVXdIQorHtS37pA5SW9TCIw8VtQrSQyUEIz5l8F3U6DoeEjqC3kzYMsr8OMkGPU0pAwGaztUfwL2ZEjoC1Xv6e6qvaHgMii6Uj8naodgE7iKICIXKSJg84nHVC/6RYUSwlN2MrSv0bY/6bpyDYaiF8EhM0cShHcCtHwOzZ0plAqtD0PCNHD0g4w7oLoCAguM+tcTbMM0qRJlR2LbnYfqNMHWi/b9/UFmtu4FHjfkRj5LWmnWWG9uHR1ah5vHdJDgzsTT3eE3BcSSjCiWx6sMIRtrEgM7iOSnJh1wolG3JKFQLsyYHjV1f+xsnRA2UTMFEmTyr6p0ccQRx38i4sQqjjji2AWiWD19QWc4Q/GodOxJXhZ8XMPGn/41UiXI6puKJ8WJr8FPWkkyY88dpEiOzW6lYlktaz/dymc3/Kzrhrq4pJp3tNCwpYmMvppw/PLwItpq9OJk46ebeHXma2QNzqLH/kXUrauncFoviqZokuZKdfPZBR+QPjCb6Y8fjSvNy8L7vmfVswsJtgSYf1c33TQyO9YSwFfVrJSpsQ8ci7coXRG1oX88iHDUircgVa09g80+GpbvYPsXa3FkJhNuD5I/cwjFp08iUNvKuid/wJGawM4vV5AypAiL26msefbMFApmT6JtSzW/HH4PfW88jvRJ/aj/aR01X+rwid+CIzddkSqZvRLLX/vGCtWBlX7Cgeq4Vfx4VZ06bumb+rcQjdL24XckHDlNE8hgmNSn7sZWXAgpyTgP2g/bwL40XfAnkh6+DfuQfkRVqIOF1rsexXHiUer1Bl97B1o7Y/i7wtqzmGhzCxbp1rLZiDY1E3z/M5z33K4CL4J/f4zo5pir/mLVyxoCW7+BxpgEwkGnQUgWwU3QvBXm/ln9OvL001jHjsfSr78mn9EokfX/RjDAwr/A2lchpQSGXQbFB0E4oAmRpAeKkrVPM0td4MkyapM8PwopA8BXoSPc8w/R9sB+l+kEwB7HQqBBz26lDtb7Ljhaz15tlyCJGCT2h5QRUPcT+LbuqqTlzBYZVZMoKTRWBMpnQjm80Pw9VN4Pjh7gGQQ1Yi2MiR0P10Hb91D7Vx1kIRZI2Y4kCnZF1qPgEhIiu3FLvCQEFkHaP8F9oA7gkNckz1Xx7ILuPrNCZC/UNs/gQxCt2EORsDxXPgcmAOVXnAMcJ5dVzH0vGBL07l6izZNNeMVYs+1EYysU0iR4zqQJCtpM4MbDxtbXZPqwpAwYo4w9YOx+HdvuOG5dZRBHHHH89yNOrOKII47dYHNYOfiKPpSOyaBkXBYOtw1fQ4BHjvuB8uUmnnkfsen7HVSuqlMES+x0VruO2M7olcKQY3vx49+1BaeDVMnsVcHYPFXSW726jjdnv0+fmT2pXl3Lxs93tcXVbahXt7Xv6oVy72MHm54oC+40rbYMOns0qX2zFDEYdfV+rHlpifpewWKh5zFDSOmVQf3aanqdNIqssT3wVTSx6p9zyRhWoJQpi9OGM9WrgjuCLX4ciS41R7Xh+Xn0PG8qib2ysNgsKmkvarPjzUhmyG1HE2gJkXvoMOp+2UhugXQdGdtjm1/ZAJ2ZySw56xESeufSXtWo+qH2BeHGVkL1zXgG9FDJfwnjBuIaNUgRLYEUBUcDIWpf/4bA1r0rX3tD1fFX4j3uIFIf/JNKgLT3LibqcpvS3Siu6ZOxJCdhyUhV1kYhB5Lc577pahwnHaPW67bBA2i/cg8WOznWL77DefJxEAgS2VqO7/d/wnHWGdgOP1S/Rbk5+E8+y5Cq0XDYi+BKgaZt8PZMM1+VCzuXQ8YgXeJb8Yt4S/V927YSOvYoyM3FOmk/FfUe2V4FT78Jldvh3puhYc/zeLtA0gbltv0HGHiGtgIKoep9DORPhi/Pg1o9A/jbsEBSCVR+o4uGPXmaYMmclM2lC4nrl2gboD1Bysx0oIW3AFq3aBInP8tzOoIkOiDK1Wjp1xLC59Q2vnLp8LoGPL3B21MnBkpK4La/wo7HofQvkDhcx7BvulSnA5ZJyMMekDgVEsdCYDlYssE3F5q6KQC2Fxurm7F7hjaCXWL1Rd0RdSwDQn8D/zpwSyR7K/juBfsM8D6rgzKC78qHHhxi7bOB4wRoHdDFOtfXKEpiUZYZtMsNqZFAkYtMKESrCZSQf3Nu3If3aKwhRPJZcnWZi5J/sKbGECuBENhrjHVwmUkdtBhF7DBDtKRTr6c5J9Vm20Ly4ogjjv8NiBOrOOKIYzeMm13EwVf0xem140hwUlfeRmqBl7OeHsd7Ny9n2Ufdp+11h9aadp4+/GPSS5OYev0YhhzfB4vVhtVjJX+UdLXsioPv2Z/Bx/dVM1iN29uIRi38eN88yr7dyqDZA9Wafs0761S5cFf8dOccDrj3IEWc5t//k/qdb2eLUW6stNe0qfLjkiMG0uvYYWrGKm//njhSvVicdiwWeUwrSb0yyRpbrDmaIXxVczcRao+QOiiPqm/Wseyez2hcXUX/Px5G2B9UBcDqgr/LpsMSHHZV3utI8bLqhjcpf30e+SdNJvvQkVjcDuq/WUnjok3knzGN0uuOVURtze+eUH1Uv4WIz8/6M//CwC/uweL1qnNldTqUTVJskZFWHyvHXajS/zwThpAy+2CC26pw9OqBe0R/Gl/6mPq/v/rbb14kgu+TH0n8UxO2vCyibT7CFdVYS4p0Z9XKdfprWQWO3r2JVtfie/xlXHfcqGPHo1Gsg2Rh2g36nwZZo4hs/ZTWWSdhzc8jvHyVTvy7XOZUNNu2JHdc2Zc17SBtwWtvAK9Enx8ME65BeUW3fAuL/gojz4e+08H6d/j0Mr0Alpj1sjIiZWXg9sBXCyEzW5OvQcOhuhaefRh++Ip9xqrnYN3rcPICsLshtTcMPBPmSGjCb8ECkx6BwoP1bNgPJ0HPs8GZBBufB3eWvk8i2n3bofw9yD/cWB7/CEnvwKpbIf8IqPsZKj7ZdfPJw8CZoS8ySAS9EDOJaK/9GmxZmpBJyqcsAaJt0L4R1pwA7hLwb4NIN7M+SftBzsXaPtjwNaRJGmJmp9JkHQau3tDe5fPb+HdIE2LthqYnoflpTZakKNjew8xVLYbAJxD4CDzHgnMsOO+V8jO9DedJENzQSWgseWAbA+HY2PbPTVpfkpmzGmVu5nyr34k6J/ZgUdYGmUjzPVc4wCajPImiJP/etJtjECugkFnZ/zRD2r4wpG616cgSBet9o26lxBzDLBOqIT8LEZW4+70Xn8cRRxz/PYgTqzjiiGM3JGe7cSbYVYeRNRDBm+rCareQ3iOBE+8fSXKul50bmln33b6pIYG2EJUr63ntjC/xZidQMrmAgC9I0fg8NTcV9IV+Vav6zuqpiEJClpeE7ER8TUGm3b4/BROLGHqaDI9Dzshcvrr661+Vkw5s/WYzz499ArvbzpALx1E8awDrX1+uHuLJ8LLy2YX0Om4oBzx+PI4kl3qukLCIlMLKzJSs4dI8+Cqb2frBChJLs8iZ3Iv2mhbmXf4mjeurlVoVbO5ceK5/+Bv6XDyV1s01VHy9ll4XHajUKyFw0k219aW5tG7eSWtZNb1vOI6wL6Dse21ba4gGwxRfcTjuoiwsDht97z6deeP3ZWEObau2UPvuT2SfP0upamF/QFvpIhFqX/lakSoJnih47Drs+ZlErXaiViuR1nbSrziZ1q/nY+/VA++B43FNHEZw/VZqL7+bcPWuwQdi02u49Ba8px1FuKyc5geexjVlHNacTNo//BrH1InYRg4lXFNP1J2E4/o/El69AWvPErV2DD7XTZhI0XQYdxs4EiT7nuj7MwkvWvrr3cGHHsaal6vmooKPPanUJp3kFwEJP3FkwdY5kN5bq1WS1DfoZKhbAR5RONqg90xILYGGLuEf/QdCfoFWDy1e6D8UCtugqAROnA4N3QQ/7AmijknEutj5RP3xdQ00iIUFeh8HySWwc7EOs1AhGz0hazT8LFY1g4GXQ+4UrYalDYbvTpEYSq1eSVFxjxP0rNXPnSmVv0JIU/Z0cMhiXqdq6nh1iy4crv5GP0a2Lcg+BjZLpH4QfF2SBN09IVOse1WQKzHvvY2d7yCIWI0FUGLUA+AogNSjoLILsWp+Btp/1uQrZN6LaBPUnQruwyC0FtoNMUy6Azwnap4REqtizLkLLwanFCZbdalxpDxmJ6PAeqmeVYp8bOx6QoZsMfZAIVRiH5So+0tNfLrYG0811kGB1AlI+bech6ghVreYzqpkE73eYpSpPxnCdIdRs4T4nmnSBvczBEu+X2zUKolVdxv1ymvUs46UwjjiiON/C+LEKo444tgNvSZlY3M6sHssLHmvnKoNLUw+u6daA4hydfQdw/G3hXnjDwtY/I7uTtoXyIxV1oAMpR45rU6qqup2UZ4i4Sjl8yrofVCxCpqISpesVYdO5I7IUQRC1qJ5I3PpfXg/pj04A29WAtXLKvn47Peplz6qaJThl01gxBWTsNis5E8s5q3pT/1KwHrPHqmj1hUsap9hUUlsVqLI9qNELHq+KtDYznenPUfF1+uUBVCQ0COdtOFFVP+4gZayWtb+7Us2PjVHzVj1uepQQsEoUV+Yhec/Rf0vG1UCYAdEOVNfpRQ3pO2IKnHPqY/H0zsXZ04qgSptt5R+KrH7NXy5GH9Mya/A3acQ9/C+BOtbaV9fzobT7iRhRB9CtU00f6tn5KyJXhVAEfX5IUmIhAWL3Ua0LULyuceScOJMbFlp6n57YS6Jpx1O4wPP7U6M58xXtw74P9OFyur4fbJgDkFCEhF3GrYp+xGtrcf3u6uIrF1HdHvMLEx6fxhxOSQU6hS8oNjbXOBO19a2MbIQtRJZcA++g4/AOvMQHLfegt1mJfjQM0Rcl2oCLCRgw1sQaNKkwSkKSEATKRUs4YWGLdDWWfLMtBmQlQvBALS1gcslnlcImM9fYQm8vwA+ewfuvGr3gb9uEYUvz9e2QF8NLHts94ek9YMBZ0FKH8ibqC8GNG3VSYNyHiRdr3njrs9RxEcUv7B8OKDkRHBna5HDnmJSClth0A2QPgq2vq6JlqDfTVB8piZOErohFkJ5YlsZVH2kY9yF5ChiZRLpJK7dtwWCMZZIiwv6Pq+tg3K+JdhCiEpUQltsxuEmFyfEihjS2/TH9joZJJ8CmTdpUrzzWmiReHPZ7Tpo6TLr5pAuJ9m+bHyzKdh1QmgeRBeBRUIkHGALg+NiiCyF0MdgexgsctFF3rNaiEj64VkmFOLTmPJgSQI8xcSiNxmrn1gDFxj73pOGQP1oFKkG83z5u5XPid0QI/mblnnTMYYsyc/5xuonFkf52x4NTDGdVi+Y7Ul5sNM8RyLYu0lJjCOOOP6rESdWccQRxy4Q1ShvQApN1X6cXhvN1X4Wvb2NzJJEUvPdZPdNxe8L405yUDQ8fTdiJfNYh94+hsKRGSx8eSM/P2n6gGTtOiZHzW+1VPmUIvbTw0t2W79+cNGXDDiqNyMvGk3mwCza6lv57MqvSClNI61nmlpzrXh5JRNv3J/kHimKbOWMzGfkJWP46gpdLOrNTVI2v0ggrHqq5DVJya9g2+dr6XfmGBLykgm1BZh71QdU/FTG5H+eRNZ46QmK4slz4fKHCGUFGXLNdDwFaZS9thB3bjL7v3EBrowEWrfV8/Whf6N9ZzOhVr9SnErO3F/NkUnCn8xW7fw85up9NMrKK5+j11WHE6htZvNf9VX6Hc99Ta8/n6ReR6CygUi7tiYl7zeEPs/8AVuih9xzZ7JixnVqtkqQMnMcWefNUuQqLKQoK41Icxv1b+0a5R3avpO6f75N+jlH4l++Ad+yTbgG9iRQ3Uji6UdiSfTqRazbhdVmI+GUw/F9O5/Aoj317uyO0Pc/47v3YRzHH010wFCiDY2qkFfizXchVYID/gpZsoC1gE8WwBYo+wh2LoQZz0KxLJyFYaZD02ai404hXGXF1que6Pg/wEax7/n1wj53BPh3QtXPuhRYrIeBRljwqCYk6z7QJb6Co06E624DpwvWrIBF86D/EE3IrDYIhzTRy0mAky+Ez9+F+bE2MwN3Koy7UlsPFz0GNWugfh38KOpFN8gaBkd8oAt9VTFvFFp36Nc35yzIGgON62Hrh5A3GXrMhNplsOEZSB+mo9hX/w1siRBp1a9bEg8XXwmpw6C3hDnYdTqg/D7/UEjfL3ZYUhOCtm2w+GTwleltNP0IKZP0bJYlACPf06rU4hMljlI/Vyx/LlH2hAh4oPZzXRLsKISoy5AfKfOtgdpnoW0hNEoQRBekngfWJE0UU8/uJFbdwfciJF6nCZzsX8hPpAKaZoPjJKMsSeBGGjguMmrZZh3Rrmx20rswDCIXAk/HbDh2n2vMLJZsf4ex7QmOACThUP7GjjRfw8bmZ/q7lFq12ESlv2a2VW3sh0LiMMeYYr4eLPIjIAmUbxnVqs0oXKJo/QvpmXHEEcd/BeLEKo444tgFouDMf30LE08vpbU2oEZeznt1f7Um/Oi2ZfTZL5thRxYporJl4e6xzkOPKWXkSWLZgenXDmfDtzuo2aAXEOXzq2iubCUxy0vVilo2fLF7V40UA4fDVtJ6p+Nv8mP3OAj6wix7bjnbfihXBKRufR19Txj6q4tGVCZJ8+uAJP/lje+BK83Nwr/MUbY8QfGhAxh/92EEm9qZ+8C31CyrZMB5EyiYOVBFqMvjJFVPZqTk9drdTtKHFTGsZw55U/tR9s5SnBkJ+Ota8eQkk9wvVxErdQzBMP6aZpKzkwn7grRu0DZJpRAZdUqS/xYcu2ssd/kjn6j5KG/vPCpe/FYFTwiSxg/AmZ+hEv5cpTm4irJoa2wl46TpFN51PrbUBKxOp1qs+3fUEm7WyljCgWPIvvEcwo0tVF71N2r/8iJ1f31VlwzbbOS+93cSZh+GxWMWx7LeDwfV67UW5pF63zXsPFAsTfsO/2Mv4H/2DVz334Vt4nhCn35JeO683R8oM0QmXISmDfD15dBkkv1kDqgDKb2gcCLRliTCC6WQN0q03DxXgivEgjb6XLBKPKMPKhbCzrVQ/iOsen33/fYfBB4vtLVAUTEcORWuvg1mHq0/Q3YhD8YaJ9+PO6B7YiXkbsR5miRkD4YXRZ3YCyTBUKLTf7V7mde+4V2onKNvgoQCmPK4jl0XgvTtefDdSZ3q1cDLoGkFNJXB2oehYTkUn2TeP4nat8LQ28Cdq4mWKIGK/Nj1jJYcQ2JvaFquSefSkyFzuu696nObDsxw99C/2/aE3m+wWp9fh5AGOc8boOJ+sGdC4gxIF+UnCoEtUHU3RHbtbvsVMktlG6VJkHsIJB6sY9m7g+8pCHwDzgMg6XaI1IGtGBIuh9bHwDZAz1YpKVs+L/I1RytYKqFRDin2osBYsBygLX9RsQAKZPbybNNJJTN1HarmOmPN8xh1ymqUpeHmZ7F5ymucaxIG5e9+gAmokLTB/Y36JQTKYdSsjjj1ZBOWIWTsJKN2iWUxjjji+N+GOLGKI444dsP7Ny9nwRtb8TUGufSDqSTluBWRGn1CMT+9WMbAw4qUwnHA7way4pMdqty3A0JyBBKiIAvhjmJdQe2GBp4/4gNyB2ew7ZdKfPUdsw2dGHLKICZdP0mVBYtl0Ffbjq9OzzTVb+y0Kn152cdMuvkAMvpnUv7DVuY/oMMq1OPW1fDZGa/TWtHyq4VPMOzKKXiyE9WCtGBKL4pmDSZ3ck91rIH2KKHWgLIPbnlvKf6aVlUE7JG49XCElAG57PzDW7RuqcOTl0Lj2krql3SqdYUnjsdblKGsak2rytny3A8Me+oiFaVe/cUypVYJ+eqKiD9I2T2yGNsVSeP6KcKlzmk4QrhFnwPPoBKsXhfhumaiXhc7n/6Y2uc/J9oewLvfCAqeuUmpXLKvjMtPpOLS+zSpkjV6djrO/qXqZ+mlUqQqEFDBGTopMaqIoH1QXywpSQTnLVHK0z6hvR3/Jb9XvVTKGtgdfroZ9rsPUkuhaDIc8z58OBtqVsD8O8F1jynhDYCnD/h8RENthD//CqzTtbIktslwi1aN5DMmxErIxeeSArcHfPkxzDgcvF746lOorYaWZkiUmRqZFQpDQ4P5WcSL0+Cd52F7h5ph4E7rtOhJf9WAE2GsqEel0F4PO36BJY/DNkOYdvwEbRW6+Ff2seYlmH8btHSxz8qMlt2rCZEoZwmmG0ow4GIYeAVY7foxEr8uKH8XMsZD+mjY+gb0Pk+fB3lTy1+CDU/ByCfAW6LJVb3Y3QxkRqnyTXCkQfGlmlSFmqE5JtFQiFDUD8GdOlkwZQLknKTJbfmDsPFocPWFps/2TKpsaeDpa5Qzh95f7r2w8RttIewOokD528B7gU4PFALlOQPsfaBeLH2J4H5WpwYq26BciFgBNrEq10DoIbMh6ch61qT4NUH4BKM2CeT96UqcXzNpfUcY0iRWPoshRfK3J69BSPKVxs4nqtMmo1rJY+XfuSQzu/UH05kVNduQ5wmeN+qZbG/3f/viiCOO/37EiVUcccSxG2TttH1FI5mliaQVJeD02BVham0IUjo+C4fXga8xQEZxIt40J807O8Mclr1dRu6gNIpGZrLolY3UbtKKTgekl0puXSHx6JOvn8iIc4YTluCHcITqlTX8eOdcTagkQj3VrWLY5QDr1tXywclv4clKIHNwtiZyYtrJSWTmK7NJLkmj8udtfH7mG78WA7fuaCR9SJ56fmtlMwXDi7C55LWBpa2dZXd9ReO6nWz9QFv48g7sz7i/n4DNaWf903Np21bHN4f9naS+OTQsK98lxCLrgAHKAigzVUKwMqYOIvuQYSrAIveoMVS8+TO1360ieUwfEvoXUvfVUvw7ug9KSBjRm5QDpDhV/ywx7v0/uION5z9Aw0c/kXrkZEWeJKRi+/VaYXD2K6bgieux56TrubSmFiLtu8ZwhytraP95KZ6pY4nYrMo+J8QusHIDoco6rHnZBLbuJO2Dx7HY7fg++Jq2R15UYRQq8nBfsCdSJdi5CDwOSJQ+IHmzkuDYd+GLS2DTZ/DWdJhwHYy5XM28SY8VX/ye6NrX4IC7oWAC1K2G7AHQ3gyWMLRWw8+SrLYXLPgZZotNLgPWrNRlwZIUqApxw5qgrVgEQydAUz14E6H3oN2Jldj/coaAK10TncOeNPNQFvBk6o6r3FHwyoHQUgG1K+DdQyB9MDRsgHqxf3UDsf+VfQA9ZkD1QtgSU7Irs1WyL1Fk3BLZLzZLv56VWhRDJtsrYMA1+uu6v0FrGfx8lO6yalqmf98VMlMl9j9RqoRUNYgaYyDER2LYCy6G8E7dbyVkSz6TGbOg/G/QvKv1VN2ZczkkHwyB7dDwKdhEaWwDWzJERBXcy+ya91hIlV6sBqi/GtwXgfsgiArhHAgWiYivh/bjwNIP7DPBcTrYpWahAfw3QtR0nlmKDSmSBD6xIpZCtLOfD4aZsl8hZrcaMjXbECOjXiryIzbApwyxOtOQqo5C4d/pmS7VjXWQsfktMEqXnMtss115fgfkeOKII47/rYgTqzjiiGOPSMhw0d4aUvZAmY3atqSOiRcMwu51keh2sODFDbuQKkHIH+bjGzqvjqcVJ3PM09Nxeh18+scf2Pz99m73Nf7KsQw5fQjOJKdSudpqfax6fTWbvyojtVcak28+gPxxhVQurmTtGyvx1fqoXV3NEe+cTHJRCk1bGnj3qJfpcVAf0gfmKNJTeEBPhl+5H2ueX0TrjiZ+uuZDmjbWKtK28tGflPKTIIW/0Si+qiZWPPg1iSUZpPTLoXFtFRVfreHTKQ9iT3CqoApBe3WzusUiZ8ZQsg8chD3Bpfqcqj5dRqC6SSlB9iQ3wcY2Qm1+Mg4ewYB/XIAt2UPbhgoWzbyl2+4qV49sZR+U+2xJXjXDJaXAGcfux5arHmPtQVdiz0zFt7Iz8c5RmK3CKkKVteq+tp9XKBvgLohGqT7nJlxjh6j5q4RLT8N78uHQoweBRetxjRiGa6TE0NuJtPtxn3syzkMPxP/hV7RcJgEE/0Ok9QRvZqclTuaiErI1adr8hQ6iyB8N3lQdhd5aAatf0iEMX16htyEzQj2nawUouAnLtAOhR5hol/yH3VBVoW/7TYfr79ax67IPSQeUQIvXxIqXCPnFsHUjLI8pxO3AzhXw3BTofRjMekIHZUiy4a9OP0kt9Gg1S4iVoHGzvu0N8rwfLtOWPZkT+3WDFtj4ChQfpe/b+L4mVd1h62v6FguZQdv52d73LTNVHfa/rih/CKpehkgbFP4e8s/Xx9bQTbm2IHE/yL4SnEJOrDIMCE0LwDlUFwH7V0D13XtQqyyaVNlywJ4PCcdBy2PgFCueVxJTNKnSJwyiayDsAucVmnhZi8H9MkR3QPt5EJEkwp/BMgKiS2OsgB2431j31Iky6X+iQgXN+XcaYiY/i5L5d2PjE6IlFxnkWDoKqm80ceui3IlyLkR/slGm7tpLAXEcccTxvw1xYhVHHHHsEdsW17Hk7a0MnlnA9hUNtNQFcSc7qN3cjCfFybwXOxYWe8aJrxxC0VhZaMFJrx3KnXndL+JEjRLVSeaqZI219NmlrH1vHce9dyLZw3NVQa+oTL0O60PJgaVqpmrDRxtIKUmlvd5HcmkauaPzadxYq+x/rnQvDq+TEVfuT88jB/HBrGdoq2xm/i2d8x0LbvhYFRZ7cpJYeu9XlJw4mhG3Sny5lZX3f8maR77TJComXK47DLzlGOzJHpUM2LCwjKWXv6CUqjU3vErahL5K6Rrw2CW4CjKweZz4KxtwF2bgKckmYVgvEkf2pv6LxdR9ohfzjd8sofmXtXgHFasy4YjFrohW+wbdHxasrFO3WLTNXaZunpH9aflqPuWn3ESkWc9rxSLqD9A+R0pKpS5omLYFupy4Dpay30SirT4smWlgd2CRN8LlxHnIATgOnoL7kjNVgmDbn+4mstEoA3tD5gAYcxn4m+Hn+3SJb+1aKDKzJypozqrVmI75qdxhOvlPEueqFmpSJXBIOW6WLgbe+BkkJ+OYMxeysqG5mdBVvyf6wfuasB00U6tin3+iLX+xOPdyyDZWu9WLYOUy+PZj+PID+Okb6D0QNqyCxr2UBteuhvY6SJJgg4iZG5P1eQOseR2qV+p5ssGnaevgihfAb5QKIV4jL5OEFVj5LFTrgmyFQEz59sjrYeD54MzsLKcdIgpVBBbuISzj/wuIFVCw5Q5olnS+KNTvoe9LFC1R8zqWFvZ08C+E8gsgXLdn+59CVM9UCakSohmph8B3UDcTrNkQXNTl8UJgLwFrGkTTDRFqAUuBLhD2XwORE02PlFzM6bpvV5fv60x0unSfbTTPKzUkKw2QxMPzAAnXkDf7XmGl5vlCoDr+XRE74SFG4ZJ9ymf9630/33HEEcd/NeLEKo444tgjRKl67YoFvHP9EtU1lV6SpBSqzF5JhPwRErPF8rJ3JGR6FGESVciZqGeGusOCRxaRNTBTWQK/v/UH1r67jgHHDyR3ZK6y8oli5s5MwCqhC7LYd9pJzE2gtaqVhNxEWiuaqVmxk+ZtjXz/h48ZfsUkMocX4KtpI7EwlbT+2VT8uCsZaN3eyDendao60969EEeSzJNFKD15jCJW+wJlCbRaFJlqWrVdfRVsf/kHdRv4+CW4e2SpWSmLw67IVdPCjTjyMii97XSsiR4yZo1lc1oS7tJcmuauYvXRN+PMSVNx6T3uuUARq7qPxHIUA5mHykpTKpUQnm2z/4Q9N4NwUxv2vEylOmHmqxSsVhyD+mBNTSKwZDX+b3/Ge8YxRAMhAl/+iPPg/bGkpSjyhdgIk5KwJHgJb9yC547rsPTpjSUcwhOJ0P7c24R/WYAlJw/LjEOIbtxA9EMpPBVI0mAqzPgr5AzXC2UhGF9dDe/NhrN+Bo/YumxQsxK+FMIQNfNL0gdlSGOVsW6llcKxL+rOqg2fwceXYL3lNiiQXqEopKVhGTuO6DffwAknY7n0ShXUwZQDiV5+wa7nbGdMbP3a5XDDRZ0/J6XCSZdBYjI8fgcsktjtblC/Cd6eDcPOgsGnaPInlsIPztXKm2D/W/UMlpyLzIHw2cXGgXYhjDQzU/kT4NX9tfIVi9IjZSDQBHpIQIlKZYCoHXqeAMvulg8d//9FBOr2EDrRgeZvYgIgjJ1QfheqAld/KPiLtgZW3AwtXRUk8QnfCSmXQ3A9ND0A9lLwzIDgml0/xwLnLHAeJkVr+rwEN4JFLuAEINLxdy4W4D1dABCV6WZjzXsgZgaqoxtMyNHtRs36h/nd1/tAkg41pMphyJ5Eu8tMncx7xRFHHP/bESdWccQRxz4V/ApEqVr91Q7GFvYl5I9y0J9GsuydLbuEV3TFN3f+whF/m4rVbuXnR2KuzndBzeoaXjjwZZPspX/XuKWBcCCiAifCgRCNW5pI7S/R4BZFTjZ8uI5t331OzqgCqhZsV6RKOqoGXzCe9MH52L1OPJlealdUUbt81x6o7lC7aCuZo4sVEaxb2JlYKHa+nmdOUomBm579kUCdVoLyjx5N1rSBKla9deNOQi3trLs3Zj5GzESjepN52GjsqQmKHPm27GTVBY/Q9Mt6MmaNw+JyEGlpw5rgoeTus7G6nGSfcRCrj72VtuWbKbjlLBImDFahGiV/v5z1x96Ee0AJkUCQvL/+AWefIqVU7TjndqU+SWhFwXsP4ehZQPuiNVSeer3umnI5yXzlfjwzdRx3YP5ydh79O4KrNhKpbcD/+RxsvUuwlRTguewMnAfJgj9CFCvRoh5YMsSipWftLNNn4Bq3P5GNmwk507Dk5kC7n1AgQPTr7+Cwx6FwvO6ncrh00l7pZK0mNW+HD8+GoadD7Tr46T5dtCuQAIjvboZRF0lSCSwznVr9Doe0XvJBhD4ys9Qb6/iJnQmD8pHZ/yAs0w6FJhP3LqRy+Kjd3+TP31edW2zZCE92BB0YnHEljJuqP39X3gundqS6dQM5VodVxcKrmZw178LmLzvvT+ujiaJ8oPsdDVlD4JcHdACGiniXmalUHezQQawS8uGAh6CHLOo9Ov1Owl/kdQq5kvS+ls26w+o/ERLPbgmC1RxzzbPQ8oO+TyyCXknKkyK622C9WOViYC+BrPvAJsXQedCUA1nPg0O6yVqh5lxojyVjohZFzNxXEwQuB8toiFZD6OXfONBeRnHKMxa/Ln1aCp8apWuGCcD4LaQZhau/sQqGY2a1zgUkrbKz0y6OOOL434k4sYojjjj+JbTVBpRaJQvaUCDya+qfJ9XFhEuGqMS/le9tYtlr69XaatGzq1nxxgYsNrH5Bfb+D5LbTs6IXJq2NeFv9FO9opqGbc0q4jwSkCh0q4pb18W+EaoWV9K4qV7dOpBcmk7GsDwciS5FRoQUfn7qK0pRyhheQMPqKsL+zqvfST0zyZ8xkMY1VSy/6zMaV1cqArXlnc65iGF3HE2P48aoNXLKkEKayhrIO3wE3pJMtU4MNbez8JwnqP529W7Fsrmn7K8LgKNRrA47zrQkUsf2peG7ldR9upCGb5eRNKo3LUs2kzB2AMHGVuyJbtzFOYpYOQuzdWR7MISzRw6Fj15N8kFjiVitWBITCdc3kXDAKNyjB+D7aTmeqWNwDupFpKkF99jBuEcPxDdnEa5Rg3DvN0rNT8lB2wf1IfXpu1UCYLiihuDqDYTXb1Y35/GztMjktGNNdGCJWIhKObPPBw65Cg/RxiasvUqx+m1E2nxYPB4sPXoQLZwIJdM0WbI7dHeUbCy1GIqnQP0GyBkAGz+AFW/ser7sLug5CVJSwe+BY56Cuo2w7RddpCvFv2IFbKkiumIZlsJCFUQR3lEFmdk6kTArBxrq1fFSWQU33QOvPAPr18Chx8L1d+n5Krm/TmKvY9CjNySm6PRBOeY9Qcjcae9DjswOBWHtR/Djnbs+ZtnTmgxKqIXYGjMGwMx/QvlPOv1PiNX8v0i/QOdzRMnqcZB+nXIMgQA0S5z5QnAkQ/YoiLaCU0qCzWc+qRRy94PaJVC35wsX/5/BkQ45syHcZlIF/bp7SoqNpduqA0KOFIQgdkMwXMM1qRLLoD0PPFP0vFWkWfdgOQbsSqwCH4P1AXCMBf97EBJ1eQ8Ks1UIciZE/n/snQV4lGfa/X+jcfeEKASCu7tDKdIibSktNeru3q27u9DS0gItVJFSw93dg8fdk9H/db/PhCQQKF3573677/mu+ZKMvDZD9zlzzn3OMo9CJUXUnjJiZHZQCLyqR6hDmOd+CcGQz8KjwIdnuQhNPEqXPNe7XhpguUe5Eovnuf/bp0OHjv8O6MRKhw4d5434LhEEJ/iRd6iE0uwqlr++U7MLCi54uTedr2ihKVNpFyRhtprY/IUqB7ZVnGu2QkFeN/rzscT1bKKttaX6yVZm02ap7BV2bZli8TF7kvLcGjnyCqw/J6FQdrQIW0kNvlEB2rEZvcyEtoul099G4t8kiJKDeSwe8wmOshqsQT70m30t/omhWtz42pvmcHRuw1mO5Km9NbXK5G3FVlpFSOdkQocEYfK2YAnypSavFFNYIB1m3kbp7pNsv/o9qjPriF71sTwteU8W4y6xM4lLronMzaB1T+2d/KKW+ic2veZf3I9fx6bafJVEoydPfwBbViG2E7mYQgK0tXbIJUO0xD9LZBguk1mzCtqPZuLIUINg9vQT2myVMSgAZ26h9lhtCbBT7g+WhDQDrtIKLB3bYIgIxZQcT+jvMynofjHuohLcOfkamVNXWgiWBVdmlla47DqZiTsiFkNQIK6D6Tj3HsXYrz/uw+m4Fi+GmgDVMyUluFLQKwtuCanQrIESpy7sNEE9x+IrzLvuYjcbBq0uVqSm9Xg1mxXfXaIk4ee7ICwVDiyAmlKcjz6M+8ABTVVzVdZguPcRTyCFE/fG31Sk+uiJ0KYTjJkIs76AgEClVsnclRQE+wdAmSehMi4JktNUKIYoTatPC31oNhT63ANl2bBtJoS3UNdVUvrCmim7YqtxUJoJTYdDfE9I/wPKiqDTjer85To0vwAqC2Hze7CzflpcLemwK2uhfM5tBRCcBEGJkgoDNRUQ1QOaXQq73wefSBg8F/zioaYQlkyCQk8pdVhHaH0vhHaHqizYfA/kb2jkX54BrCFgKzp3Yt/Z0PxtCB2kyEfFQU/vlRlKVkJhrTVUeMtLSl0y+kFuwy439Q9lIzhOqhkrVx5UrwLvNeDVGxwnoOp0G6ILql9XzsNG4QdeT4JpMLiE+MhxVYP9QXCKulQrjcsyKLwRYiWlw9GeAAujxzYoNs/G5kr7eDqtzJ7tyr9F+W/ed56f8zxdWDp06Phvh06sdOjQcV6weJuY9H4fQhL9cTrcbJl9mCOrcwhNDiSucySx7cM1hUj7D4uXiYg0Wbw0RPNRTWl+YVOytuSw5ZPtDcSKoMQgYrrG4qi2E5AYiqPaicXPSsX2bLLWn9SUMf/EELwiHJisJmqKqshce1ofkCxfquwsu+V7hnxxmUZ+RM2KG5ZGcPMIzT4YHRXIwK+u4rexH+EbF4xffLAWjCHErvtbEyncepzKjLoQgbS7h2mEQlK1jUYDJ3/cRvzUfhoRc1baNPJmwKSdS2C7RGIv6cXh1+vsgCfe+1kLoAgf2YmA9snYC8vJnNlwvqQ2Fn3fpGewxoRijg2n2ZwnMAX44Kqo4fA1LxL52DX4dE7Tin3NXrJANeAqkRhqEwXvzMV+XFkdazbvIefav+E7rKemLlnbtSDggWn4jOoPNjvlcxbhysqnYu4vhCyYrgVXaO9Z00SC5r5P6dS7qXz5Q0xdO2Du3lELznAePknlPU/g3LoTSkoxpCRjbN5Mm7GisAhnTCwUFqgI89hO6n9ZxCaXuxsyNkI3mWNyQlgKePmDwwbWMBj+vJSbwTGPXcxWoUiFBFVoM0WiFEiQhczQlEhePpR7LJ05ObheftHz4bTgnnQlhsQU3G4p+B0I2zYoC6IUAwuZuvw6WLNMhVJ4ecNqIT31Yv9lJktIVannvc/0RK3La3tfAP2egYoAiDFoxE6bA/OPVse4ax5MnKkIltj35AJUl0LaaPjhOhXIkSyx4Ua1H1FzJKjjdGx7S82Ricq1bw70fVM9VyD9XhJlL4S0dr4qsDn4RClS5RUCIW0UsZIPa6+PIbCNKgn2joA2D8N6iS+PgdiRKn3w6FfQ4U0I6wlFW2DTNeD8izZD/5ZqvszkB8E9lRInamXeLIicCrG3gi0T9k6Ek7c2EnbRHGwnwJkB2eMhdiZYUyDuc8i4Qs0pOU+qMAtN/ZHPhMip0sN2ZqLmKVgmg1lKlOU6+yhLpST6me8C5y2AWGJlhk3m+A42soG9nvmq2oh42U7qWYhVeb0Ydpfnud95wjD+/EslHTp0/PdAJ1Y6dOg4v/9YeJnwCrRo81Ri+xtwj8Rym+h8dWsCon21cAtRlyRWvabMhtFqwjfMm8oC9ZVyaNNghr8+SEv/S72gKSUnyji0uG6RUpZRRvGRYiJah+OodmjkTcIe8nbksPRe9W11t4f60f7Grto6Z+NLqzyltmciY2k680d8QnjHWJpf14vUyztjCfBSvU02JyFtY/FrEkxVXpkWkS7HKtv0DvcnZmga6TPqQiIk0c8nOpCagnIOT1/Fgbd+x1ZeQ0T/lmQv2sbxWWvpueQJvGNDtNAKiVmvD7HwZXz8q3YzB/lp6lX9fqmwi3oTPKIL5ev3k/PpYmwZ+Xg1a6KFXGhKjEXseN74tG+GyU8RDlt+GW6PWiXqiqV5olqwe8p8qzftIfSFuzGnNMHvslG4LBZcVTWaWuXYe5jS55Slqea3lfhcOkapSAYj5s6t8b3vRsrv/BulI6/A6/ZpWO+6WUve83npb1SMmKTNWLnTD+NMr7fAzKwXod98BHj7KbUlqjkEx4CXl6eLSbqzTOAd4FmUR8DkOfB6a6gugSNLYfnzkNBLkZdWY8UfCom9oM/t6vcOl8HnYxpa9ex2ePEp3G99qa5DQDh0H6YUIllQV1YpFUqI1NVjISwS2veEr9fCtrXw6kOQ2Bz2bIa4ZBVa8auoDOIU+xi69FfEZWc1HK8WPywsuB3SxkDmFtjzPXS6Wtn6hDDJ22D1UymBZSdh0TSYMBfC0sDkBfl7wFYKnW+EnV+JNOv5R3ACFguZEBig+9Ng8XR+laSrwmHpwjrkiVUv3A5FeyC4JZQfg2wPQZUiYWugp6NLVF4ThHWDcUdUd5fYKkVJDG4PkYPAWQ3hEpU+ELIW/Pl/DBr8Y/sYEiQsRGLITeqnvNey36TnlA3SOwmavi3fHDQkVQlfgF9PcFdD2RKo2gdeQl4kRr0F+A2AYo/9zvdiCHlShZtIH5YhACo+VzfpsNKIV3145tvc8m9NlG1PKZwhHiy3gH2UR6lacxabnihMOz3KlWxL/jtWV0LeEHJ/ab0i4ApPfLtOqnTo+F+DTqx06NBxXpBC4KWv7GDE37po81IWPwsD7u+ozexU5FfhE+LNdzcvI6lPHK0vbkaHy1sSGBfAnMt+1l4vtj1RmuyVdu2nd3BDG5+QqYXXzidpSLIWQhHZMRZnjZPtn9RZ8za8sJKTy49qhEtUrHOhcHc2Jl8rgSlh1BRWYvKxINqSvdpF2eF8qnLKtM4qW3GlpmxJ7LooWm2fGEv0yA5k/76H9E9WsvGmmZoVULqk/NokMnDNE5QfyGLjlPexFco31bBj2gfETupFxeEcMmafmSQXPqY7wX1bU7xqD/k/1pE2n5YJJL00DXOIP6EX9qD6aDYlS7ZRvnonhd8sJXhkd0qXbqVyW7pGsozeXpotT4IuJCnRbTDirLITcPEQyhevpeJntW+xEZqiwnBVVGnPdVdUq59VNTj21RGi8iffxtKmBaZWqVqwBlKkbPUkNwqBqpS0QyPuykoMsbGY77wNx+Yd2jyV67dfIf+0GSVBzi6wyxyQnyrvlZ4qsccFSIy2XdnZxCaoJQC6lToVEKOIlfy94QN1azMe2l6kFv2pQ5RqUFUM4c3BOwiqTltI/7oADu2H6CbgH+YhD05YtRoS4qGiHOZMh059oGMvGDlJ7U96q+SxUVOUupWTAR88BdVV6u+WHaFG5rt8wJIHe5fA+vfUue35oW7/++croiWJgbu+h8B4SP8V8jylwLNHqR6vwkMw6DnoJuqNS0XS/1Kv6FcIUcJAKD0Ov06Bfm9AUDJYrVC6F7a9XPdcUa7+GK+UqpKDUKO61rSfe9+FllJgK687CBG91P/kC9k0SbS5TaUOCsGyBINdVDgV5/+XcPJ9yJsPKY9D5ESlsMkMWeIjikTWytJSMFwf3q3AX0iVRPo3BUss2AvBFSLeU3VtZNaqFkH3gzEcDKEqBVBIY8A94He1p1BYotCjwHoROLZB9edgbAvGluBYCcaJqlRYrofpQkWW7GP/5OTeFQ+oJ+XwCQ95qoXEsUuvl6hm73l6se7zEDiZLfO8Fzp06Pifgk6sdOjQcd5Y+/E+bWE27PGuGrkS211lSbWmWBUdLSP9j5M0H56sWQIlzS+ypfTLKGRvy2HnV7tpeXELjq88ycGFDRtdpfx32PujNPvfhlfXsO4Fz7fv9eF2k7mmLq3vz1B6KJ+KkyUauarMKGH7K8s0697JxXtUNPrBXE4u2EWT0W3xigzGVlGDT5Mw4iKDCO/ZlKqTRWT+vJNdT88npGsKPe64ALfDRXCnJKJGtufEV4rIFG9M126NIaBjU1Jfuw5zkC8RF/Wk5ngeZVvVc0XBMgX6aiXApiADkdeN0ohSzfFcTtz7nnY7dS4LVhM4sgemiBCcVbIoVv/5lqj00+E4lknlr2vwHd4bx4lsCu57FXPLpjiPZ1G1sK7cVYIq8ruOwzqoFz73TMNdWk7Vqx+dety+6Dcsk8ZhbJ2Gy+KD6cqrMF5rxVVSiXH8RByXTlT2tAYX/QTs+gYq8uHYahj7AfhLCIEcs1v1O4mNToIqRHXatxDy66Wy+YTAOEnG6w5Wb6VGiUVQinFFCTnwy5mkSuBywRN3wjW3Q4sO4BeoyNH8ObDwG7XAv+lRmHyzUqyEYGiLfjcEhysSJQQrOBQiYpVlsKoS1v4GA8ZAcS58djusXgytusLFL0JhDnz+PFSUwqK7Yc1bUJmvZsNOh6hSOdvV7y3GqZkr2XdCv7rntLoMej2tkgPlGv1+E5xYDEHXqfTAtteCoxJaXw2F+2DZ7apPK/e0GH7BoRlw6HNl+UucAGFd1WdGrpNLVLcTsP91RarC+0PhWiiuN19oDoBmt4ElBI5+AmX7OStqTsLRl8AqyZHBYJafQR4rnRlseUqhavs7HH9WitrAdhwc+cr2p30Yy5S9zyXkxTNLKYTp1Ic1GyzJdUl7osIZxOInc24SdnE1GAaDMQgsQ8F1HGo81kPrfSoYQ7Np4lHyJGjizyBzdj08+zz9MyclwEJW5TMk7+X9UhrhUbgkkv0c4Sc6dOj4r4VOrHTo0PGXsHnmAcKaBRHVMoSNn+0jfUUWMW3DyNpZQEVeFVu/3EeTrlGavW7DhzvrcyL+eGQla9/YTN/H+nDh9FGUZlUQ1T6aE6tP4BXqR0CTQE2J6Xxbd7Z/vOWMhL2A+CBaX9cVe7mNnR+sx1YmC7fGEdIqmvDO8Wx4aAFRfVLIXXeUzD9Oi1V2u1l369f4vfQbfb66lsCWMdoySYp+ZebKElz3LXt1dommWnmFB2g/JSbdGhF4hvXvdFjCA7XgC5nHMgf64ZUUiVeLeKKuGkbF7qPYsoswhwZo+wwc1RvfPh1wFpdz+MrnqNxWN/tx8pZX8G6dTOhN4wkY2x+3rZqqFVsxBARQuWILFb/WW1y73RQ9+xEuhxNnfjE1W/dSvayx4AJlo7P9sly7nQ53RhYVoy7F+u6bGAcNxm1ViplbCEdSktYfRV699uQmnWHKLEUaio7Cpunw5TjocCn0vRUqy8A3TNn91ssMUAwUpHtsgh47Vucp0HyYp/vKCcfXwo5vFEnzj4TMurTGM7BxtbpJKEXf4VCQCxtW1D2e0gK8fOvUMsHRQ/Dpy9CiPYTHwPqlcESFrmh4+U74eRYU5cGxg2Ayw33vQXSC2o5YG9+531OcK9HrfwIJu5DXaIt7sSdmqfsT+sOAF8FHwhucansx3ZU9UEipvE5+73gHWPzAPw7SLodtEhdOHdloeZXqwQppq0jXgVnQ/FowVUFFDmQtge1PqDJip2dGKcfTvVUfqXdAUyEmBgjpDCskoOIcqDoE2z0KUNv5ENgNXCWQJVY9L4icrEhI8kuwrRs4i+DopRBwAQSNAmsyVG4CpxcEXShN1ur5kW+AqwCKHwG/yeA9DMypis8488Hgp6yEziywiJLlIXNiFTwF+YJHovnFmifksgicp0XtnxWN/fuWbad4yJOQNVWADo0QXB06dPxPQSdWOnTo+EuQ+PIF9zWcNTi0RNnypMS38EgpHw/6VuuaKs08cxC+842daD2ppdY3ZfSxUplfRUizEA7/cUwr5hVCU3qs+AxSJRjw9hhieiZoQRa+kf6svG9Ro8cY1CKSIXOv0gqFZUbJVuUkZXJXVlz1JfkbPaEEtXC7qThWwJqrZpA0uSth3Zvh3zSSgo1HyFiwvW7deKKALdd9QtTwdgR1a0bqYxNJvvNCtl31LiVbzr6gLl65m5JNBwkZ0VWzMMbdPg5zk0hM/j74tUumaOkOjKHBGHx9MPiYcdvsWCJDCBzUsQGxEqXBUSSKSjC23GJKZ/9KwctfNHqdBCGvP4h33y6qd8rPl+L761nIauHjjXXscKixYZv/25nqk8Bmw/HZF1hat4XgIFxllRiMJlzLljUkVYLYdnU2PSFN4U3hxCbY/Dl0ukRZ/mQ+6dAfKjFQlJ1rfoLwZrDpC/jjOU+nlVuRLbHbfXutStHTLuZpaqWQjciW6v76Kpak/v3smZGqj5++hM59wddfrYclzvytx+DkEZg2DMKj1e+i6tRCrsk2mcMRP6s39BsLwRHg5aNI2phrYPtKWFkvAe9cEAJ5+HeVHCgq3K6ZkDoK+j0JvqHq/GUuSeyUJ5ZD1nr1PN8oOPozjPxKXRsJ+RCbZH20mAw9nlbP1WyWAdDyZjD7q+c7smGd2NcagdgCk8Ue6YQj34BVbHcyo+YAr/B6wQzngYO3Q+z1KlY970dIfkHNXMl8lNhBa9MHaw5BzVuQ/xaYZDatFJquUZHrQhIjHlaKVO1+8x8BwzPgM0SpWbZD4DsBnLlQNRd85FgvBccWsNWzado/A8t1nl6xMnDMBOffW9gr9sS5np8SrS7/RuuUZR06dPxvQydWOnTo+MuQ+agp344iPDWEzZ/v4bfH1uIVaGXirFFEtgojd08Bcy9biMnLhF+kH6UnSwlPCydlWDJhzUOxBlg1RcttNGqhGDJflf7TPjLXZeAV7M3umXWEpj784wI1UuUV4kPrad2whvqx9vFfcJTbsJXULTJD28TgFeaHrbSGgCQ/bJUVWjBF7OAWZxIrD8oO5bLzKZXmJ11Ztf1c9VGw5iDl6bn0ntwft9uFV1QQKQ9eRPZ3G8j5bp1mLzwdElRR8MtWAnq1wVFYim+zWC1KXoMbSpdtpzqzmPCrRmAyGrHGhmPLLMAYHUHo1RdSNOc3bTZKEHLbJfgN7qYtmgMmDVPE6iwwxUWpQD1/P7yH98H48nRceR6C4oHv8w/jNWGUdq7GFk2pfuGdhhsxGDA0b4HrUDo1I0Z6+p+MGCKjcO/edeZO05dDWQ6EJkJ5Hox9WSUBpq+A72+HyDTI2AJZnr6l9hOVyiVko/s1sOUr2PwlBMdLtj8cWQk9r1NEYv2nUFqv5FmshJfOgrjOWq8Vsy5RKtm5sPIXGN8FxlwJKWmw8mfYvgGe+gKSW8J3H8Jxj6UzrSMEBMPWlXWE8/ZXod84Ne8kxcd2m+II/S9SM2UBIbBsHhSfRjhPx6KbIGWIIpl5u+HqNeAbriU84iiFo0tg2QNQ6JnP2v1p3WuX3QmtpkLRAdgzs+F2faPByxOgICRC+rByd8o3DcpaV9xYEa4HnZ+DpInqQxnUEg5+rKLa/UVJOqDSByW2/XxQfQQOPwTmEOi4GLyTwSVlyjvh6MONv8Yp/VJCdo8py58QPCFzQsaElBk9KaOSBFhZj8SW11Psqp5Tt9PhPgBuIeUexcpwZmLpn8PkmaG6WBJaPPHsomjfoytVOnToOAWdWOnQoeMvY+jTPUnu10RbrPW7rwu7vj1EYHwAif0TtBLcxAh/Wo5vTrurOxDYJICTazOIaBVOQGwA9hqHthZ12V3a3LrL5Wbft/vY/8N+3J5OrLNh88sr6PvKKAwGAzXlNpLHtdGi1IVUrbz9BzKWKIUnZ80Ryg4X4B8fjK20GoPFhL2shoKtZ8azN4bGSFUtJLBC1Cv/lnHaAjtscHuCe7ckoF0iBx7+qtHXlG06iKOwDHOQP5X7TpA1cynhlw6gcs8xKnYdI+apaZglsa+kArfdTum2w4RMGaG9Vux/mfd6Fo9Ozzf30p/kUVUCpo4l6I4p2I9kkH/rsziz1KK+7JVPCZ3+rBZGYUpKIOyPmVQuXE71zO9x7lHXydytA26XSwsgMXdud8Zxm558GuPosbgrKnDedTvujcpO6M6uR3Dqo+CwKgAOj4fIBIiWBbUU314KfmHw4QUNny9zWLXx6mUlKqLcXgXZO6HrZGjWWxEEmbFq0gnSVykStmeBIiJNuqh+p5BEaDYYNp7eC9UIivLh89fq/r70NuguUeguuPph6NQfYpMgJkk9vuRbeOVO9Xu73sqmJ+9D7kmlWsnfknJ408vKJthrtArAEFVr7muwo54VsRYSrHHAQw5knkqzJrpUiuDGN2H1C2c//uO/qVtjOPgNdJKQB4s6rrLD8Pt4SBqv1L1DjX8+NYR43n85FgnDKN0NFVsgLBli+kKnF2H1lfwl+CSBVzQ4isErSs0pCek6F7LuhIgHwRwK5ZshWCLgi6D4Y/4h2F4H6yMqbMLxSWMHC4YkcMvxNVaOJSmCt3pUKh9PgbAo9eeYPdOhQ8f/HHRipUOHjr8MLz/LqX5NWeP7hHjhE+qD0cuiqT0mo4GkQUmaOiUpgEmD1KB4TVkNPhH+VJc6MHqZsPqbtZmd+IEpBMQFUnrc8631WXDgm51U5FYyePoEvCP8Mfl6Y/ByYPIyk3ZVl1PEqjKrlMWjPiI4LZLKrDIieiZTfrSA3LXnMQPzJ4ge102LVpduKntJNeZAH43oBXZuetbXlG0+xO4Jz+LbognFK3ZizyvRotUF8a/crFki3bi1IIvCr5dgiopUF1aWcW3qtlv45mxMYcGYIoIpfPVLrQQ4+KFpGCX8IjZSI1nFL6hFY+V3v+F78xVYOrTUnmdu3Rzflml4XzqGkvE34tiyC9s38/F66A7cZiuO46epEQGBGEZcgFtUq8hIjCNG4vQQq3OiSTsICKoXb+2JQw9NUrNFsuCvxfZvwEfCE1Jhx7w6O19LiWwPVEqVEIKackjpA4m9JV4SRjwNR9YoxScwVlkKc/bUbVfr0vKCvANw4XsQ2Qq2TIe1jczVSOKfkBohRf7e0HM4+Pipv/My1d9BodBnDBzZrciVzIrNeBYcdvV7pyFS9Ka21bwbpEnPmBFim8G0dg2thaejugiWPQZdblKJgZs98eL1kTYRojrCkV/g+JmzcKdQdgwWjoPer6h/nKvvUx1X+8+DlEjQRXshHm5I9yhhPtHqcyi2Qpn9+quo2AOlWyB0IBh9IGQAtHgLdl129teYIyB0ovoZNAIO9oGacyht5wvHl+D40ROjXgXGNPCSz0Mg2F4F0w1gkNmtvWC7tJHZKqvnwyykSxRkIfGzhAn+48emQ4eO/xroxEqHDh1/Gb8/uY6k/nH4R/hydFUmR1dkEN3BQWVepRarLj1WmZuzie+TgNXfSnl2BQUHC0nom4BRos2dIlS4qC53aETJO9SHkNSwPyVWgoxl6Wx7fRVdnx6BweHUZrWcNgclhxrGG9cUVZKzVlnDyo6eGX1stJjwbxaJragSt92p9VSdD1IfHKfIlNmIq9KBJcQfZ0UNhct2ETW+F8Xr9lOTUaB1fEVM6kfEpL4EdEmlOj2bPZc+r5Gq+rCdyMVVUa2lDdqO53Dk+lcIvngA0U9cqyl7hZ/XzZE5cwrIvuGZU3/LXJa7ugZDaKAWl+6uUGEEhuBAbW6r7KWPCH7vSQyB/jhdBgwybxUchLlzW41YOQ6fxFIjKXEOzCOGYnz3U1yHPVZJScjDgCEmBuyOs6tUDS6qGYKi60iVnIEoUmIPXPtRQ1IlkL+3fAkT3oRL34UNX8CS1yFrJ3S+TJEqp10RLuEmvpF1aYJiFfz1KXA6IHuXCrkQdJ0G/R5SxCZzO8R0VfuRePO930PxaVbQRV9CeCwktVDWv5aigon9zAhmC6xZDA98CO17q/j237+BHath7c+KSAkkQbDDIAiN9pT/+nrCJ5rC4z9B+laY/bQqRm4Me+epW2NIHAgDJXHPD1pcBF+PgBLPOYgyJddI5rGiu0F8f8jeAPN6/vl7FdsPWlwOJYdg25sqRVCCLeRCV3iqDMoOQOwIFZ6RXs+OeD6QFMCkm8GVCZV7wFtIix18JNnPAyFb0deDJRRyZig1y78fWCKVxdIcBqmrIOshKDgPNfJPUS+t0XI7GDup87U+By4JpCgFQycwvQ6uteD+vF4XlSiMvYHunhmr1/8Jx6NDh47/NujESocOHX8ZxcfKeK3FF/iGelOeW6ndJ0Tq1/uWkTI4kWMrT7Jtxk6KD5cQ3iqc9J/Tyd2dR78n+9NhWicclXYtrr1aUvYCvcnbmUPZyRJ6/W0QjhoH29/fQE1xY3YchRN/HKLdXVU4A1xY/Lw48ct+tr28tMFzpLcq7eb+2mzVoRlrKdkvMxEKRi8zPb+4joi+qVgDfKjOLWX384tI/2QFAWmxNLtzhJYI6JcSqRGWnffNpmC1+ta8JrcE7/gwbR7GEuKNo7hSK9iNu26Y1hVVfSyPrRc+TeTlA0l4YBKWqGBtkW2NCiHhkcs4dOu72qI/+u5J+PduQ8mi9WQ8OQNzWBAFs37Hp01TLfnP5etL+e8bKPlhOabQIJAI+7yGkc/uyirN/hdw9Tgcx7Ionf4dlg6tCPnsBYyB/lR99ws5ncYSPO99LH1UsbLzZBb2VRILLWnVEm/t0rajzfd4i83JgyYJOP1DMDgk1tqES/qh/gwyFyPWPJntEaVDiMQnE+H4Zig97Zv9+E4w7kU1jyU3IWPDH4JdC9TMlCTWScCF1UulvZUXgN0PvCSIwanKeDM2w3GPitb5Cmg5UuIglbVQCF1UK0XChIxJIa+85nTUVMMcKbntDoZSFdcu4Ra/fwtZR2HLCpghvUQizfrD0MkwYAJccDU8NgnsNXBwK8x6Ca5/Ebw9PWBOT5GtKFhNO8KJvbBMFI7TIDHqoqjVD+CQ5MRmI6U1W6lGUows18LiCyHNIb6vIrEdrgfvUNg5UyUE+nlI7Y6PYOXDnjmlRiBzWAPeVTNZQgQjOsHSG6DieB0ptoZA0sUqJEJIpl/cn7//Dd7fK6HpvYpgSUdWtfz7M8OJenN8sbdDnHR4SalzL9g1TNn+RFXSuqxkSFCuz/1Q/AM4639BIjHr4Z77/p5o8wrP6+R8Cz3yu4R+yH6lNFsIpRBkiVXHo1Ld9XfsR4cOHf9L0ImVDh06/i6I4lRLqgReQV5kbclh15y9p2aUDsw/qN1qsfXDLTTpFU9ggoRQGPEK9tG6sFY9uZxeTw4mfkCych2F+bL8XmWVawxFe3PY+9lG2j0wBBnLkph0CatwZJRoPVj28hpa3jqA1vcOxextIW5EK37q9PypBL2QdvGE90jB7GvF5GvBEuJL81sHacSq7SuTtc4qS6CPNn/kKK8m7eExrB4l9irYect0EqYN1qLWQ4d31IqFZeFpDvanJqcYr7hQ/FrFE9izpRajru3RYMRtcGMOF4scBA3rStQd4zGazfi2a8rBix6lake6RkYSv38Ra9vm2nov8OKBWhKg3/DeGrHKf/oTSr9UARu1qF61RbvVwmfsYC24QsqQvS8fq5FYU/OmuAqKqfnxNypffB/XCVUEa5+/GFO/Xpi6tMf+zY+49njmRWJjMfTpC0EhWsCIdgpjxuN++rFzfyjk+s69HS5+WRGbr6bB3l/PfF5wHIx+GuIkRTBQkQshQJIoKKWyBUdVEl5AhEqHEwuhfwSc3Aar31VdWCc21JGq2PYw/G9K1TH6q4W6pOttmA2lORCeBrvmqJTB0+EXDld8ByFJ6vHnxkN+vTRGQUkhxDVVKooEKZRnQmp7GDAeJt0LgWFQWqQInHRnyfkUFQi7V3ZBWbuL+nU65HmXzIT4Hmrfsy9Tke0Xz4SYjmCvhiWPQ+Z6CG8Fh3+DHvdBZFsweSvyKoSroyTwWRTxkuOTvqucLbD/68bfJ7OPen3tz6QLoOvjKhCj7W3KUrj6bpU6aJVeKi+I6gGHIsBRARZJfhSibICESeCXBCe/VwpXLUSFkvfBVQMGF2wbA/YicMh1CoHUNyF4mAqAkDRAawzEPQKRElZSosqqJTLdZQeX2DXrVSsYvCDmY/DpCTW7IXOqinb/K7C9BIYgMPcDQ5H6/Gmx6bU2Z6tn5uqvbVaHDh3/29CJlQ4dOv5hJA9JZtzM0dqs06FFhzixOoOQ5mEcW3qUgz/VLbZKT5Qye9hXxHSNZfTsCdSUVOMd4kPSsKbE9k7UiI6jxo5/XP0OGghMCiFheAuKD+RxcqlKbSvYla0RKLH8ybxVeJd4ur92MaHtm5C5ZL/mIPMK8dXUpKBWMUT1a0bOcrVglnh1W1EFPjFB2uLU4u+Ny+6kz/w7Ce7YRJt3EpIgs1Pyf2IXrEXl4Rz2PTRLe13S7RcQOrCNVg4ceXEvrNHBVKVnU7bjKAmRwdq+XVpMtUFLEaw6pAiNwWrGYDTidjq1nzKbpuHU79oKXtu/b59OmGPCMfh4EfnynVrflZQEVy5cceZclHzXf+gYbl9fDKI+ORx4Tx6j1CgvLyzjRuJVXE6VpP+VV0BlFdW3SNJZPTRtivmzLzBEROI0uLW4doG7qgoGjoDKCli/8uwfhk2z1E1UKw8pa4Dul8OoJyAwCo0VyxtVO3tVfBLy01WAxbENkDZEKSoyvySL+4TO6nXvDIeiekEk2r485beicAkhEdvZsZWw1xMSIcSs29XgEwoHfqtLJhS1KCgeKotUkbGkDNYnVkKIAkKhIAe8/RV5FCJVVQHXv6Dsf7ISD5Mo+SooyYXZz8Mfs6DHWBh0hbICrpzrCcAYAhEJsOVnsIYpUiWBHMEJkDoUds6DsFRFkGR+rPstMGOQsvwJCbpilXQegJ/nWETRKT4C1ZUQP9ATBuILrabA4fmNq3QVWbD9Tej1giIu2v5TIWG0il2PiICUi2H97dDjLQhMhqje0G8GeMeBdxgcmgkFO6D9i4oMJ10O6R9D3koo2gYZsyB8oAqwOPYBVB2u23/kpRAyBC29Ro5f3u+M1yDqVk8kunxjsBpKd6h+q0KJRhfVrCdU7wdra/AdqMiWT3fwGwJl3555nlIgbGoDfrcoFcy2EywXgPMA2FeDKVSlDRr6KVuiq1wRQTkm7ThGgP0PcDX8MkOHDh06zgadWOnQoeMfxoi3huIb6as5a1pNakXapDYaNWhxcRplGWVkb85qoHTlbMuh6EAB4W0iqS6sosmgVMz+3tq8lL3SxrZ3N2iJfn1fuxCfKH98wv21OSx7hY2l13+rWQFz1h2j7Eih9rzS9HyswX5E9WmqRbfHj2rD7ndXaL1R0oPjrLET3CrmFLHSrH/PLaTrB1cq8mQy4hUTgld8uJZqWFNaTdH+bCqO5WEvraZww2EC2iZQtrNej5LbzdE3F2o3QcanSzSlqnRLuqYy2XOKtZ+GEJl/cuEsr8IrWRWJat1SFhNGXx/N/lexyaMUOZ1kPfAe0a/ergVOlP6wHIfdRWj7FhpJM4YEEvnhY1qiov/kUWQNux53VUPLZOWs+fg/dz+GALGiuaC0TMWkSxiF1Y731Zfgzs2n+q1GZlYCAjDddgeG+HjcOTkYvXxwuUy4y8pgXzq88KFSYN55AWY3lqzmQaexcOkryg437yHYXK9TqOfVKkVPLINCgHb/rqLZhQzIjJUssgVb5kJce/Vc2Y6oUfKaoBho0rEhsTq2DrbOht43KxXHaFBKlwRjCBK6wZTZKsZdSESXK2H6hYp0SAJh4WEIawqlGXBifcNzkfPdvwU6DYTyYlj+HfSbCD5BKuRCrrEEXchPUWqli6r/ZbB9OSyfo4I7qiuULbLbWLjhQ/ANguIseKgflGWrYA8tgGOXUq4yt0DLi9T+Q1LU7zsk0c+gwiuSh8i3FHD4Z3UOu75Q5Krfi9DhZvW8qC7Q5lrYWi+OXBDcTP0s2Q8HZ0HsQGW73P0xdH1avo1QZMtWAtnLoXiXshiKrTCsC1hFiQJa3Q6HvlakSp4f0AJaP64SE4t3w/GZsP6Cuv6q+hAFSusqk898Bhy4GkpXgU9HCLsY3DYoWwU5bylLYNiVkPABGIPAfhxO3AuuCkWMhFwZ/c78DFq7QsgHnkAK2Z1YVCeCoxIsfcFrCrilp0vCObw9xyNlw6Jq7pYuABXLbvkb1OjESocOHecHnVjp0KHjH4bRIgsUT4eofAst4woYtCAL6bE6HWL/+/GSecT1jqfoYCFDZ0zEXu3USMTRxYfJWHWMXi+MJLZfipYyaA3wovxECZYAKyGtojRiVZVdyuILPyKkVTSFu7IIbRuLs9qB1d+LmuJKTs7fSUS3ZMK7JVKdV0HWHw1jkfNWHqLqZBHeUYE4KmpwYsRkNuGyOzj60VL2Pr9AW6B3+eYu0p7roQVU7LjxY/KXNNLfJBMYWYXarRZH//YlSW43Ph2aYQoJwFVlo2SZUkmibxuv2SVdFVVaGXD9kt/SBau0Wy1M0eEEjB+qzW+J+mWwWHAVF2OOjcQUGYrjmFLBGhQefzgL3+ukKNVB+VNv4fbxwfeFRzCI+iKkQ2arGoHppVcwDh4CPr4YomNw79uD65JJUFIMv2xVBEdIWrc+ZydWYt+75hPwkwW6Ey57A0KawIrpYKuCzF0Q20opK5u/gXn3Nr6djV9B0XHwDVEzWrf9BpGpihgNvh12/tTgnMneDs4K9Rm0+CnlatI7kNobygqV5U8jXRalXl31rSJeu3+CLy9WSYI5uxW5Oh0v3QA9R0Jpoae36hIozIaYZEW8bDWqlFhml4Q0RCXDsGvA5AedZVbHBZFJan8BEtMtad3x0O8SmHMZNBsCeftUb5dgyaPQpKfqytJmteoVny2+EaI6QEW2Ilf+MdD5BnVce7+AlFHKKinE0iq2yHpocxX0eEQVBovCJ2Spuhh2ToesVbDiJmh+hbICHp0Pw7+DiC5qv45yqC6BUDl+A5h9ofkUKMtV+5KAC22+LhqCO4BvAhSsgzJPF1d95M4GrziIvgJ8k6DL73DyYzh0H5QuVdew2GMFjn4IIm5VypJmGUwBrxjIuQ2iXgRzIoT/DUxhUPY92CXYww1+08Ascf+iAMu5SnCIEG7x+Yn11AZG6aGSJB0JqPConHbpwWoC5jbKyugubvzzqUOHDh2NQCdWOnTo+Iex5MFlDHl5kLaoddqd+McFaypQ1sZMji1rvLS1uqiK9AXKJrjpheX0eGqINg+0/R2V7uascWoLZhl9sJXVYLAYNXJ1fHEdQZKOKkeNE0uAN9kr09n44I+aamUO8CF5cjc2PfiDNsdVfrSQ6rx6iWASuJxVzNqp04ke0oqibSe0tMJmtw2h8ngBhz9WkdZeUcEEdkjWotXNwX4kXD+EJjcOp+pYHkde/hFb7tnnOqSvas9lL2jpgEEDO+CqrKZ0tXwTDrbMfG22StZ/9qz8c15bZ3Y+2dc9RdCNE3GWlGFp0wJjcABVv61t1AooqHjuPWp+/F3juN63XYdlQC/cNieGkBBcZRXY19bNZNWHoV17lTJoLMe9cweOm65XpEog9r9RE5X6suIsPUqCZj0kj1+RHZkhCo6G0Q8rG92CF+DHRyBjp1r8ygzUqZ0boftlEJoAm+dBzkE45CEaMWlQI51XcVBdBsGxattiI6yFqF6ysPcPBLNYOWUXPtB6NKz9TClCYicUklKSqax3oo61uVglFh5sZBasFhKp/sc36nf/YDi+D5qkqtCKeW/A7rVQWQ6PfANJbRRpLMyE7hPV/sxWSGoHS2bCmHuU9VFT7Gqg8AhsOC0OveAg/P4gtL0UsrfB3no2NyEBWRvV74n9YOL30titZoTSLoJ1r0L7G6HkKByYC4n9oSgdSk9C66kQJKRBeq7kg1IEwU2h+8MQ0w1+vhxy1qltt74RonuqayylvEsvB69w6Ps5eEd4FB4TmByw+jro+g5Yo9S5y3svc1hCrhojVmK3O/kmJN7pIXjyHk+GI3+Dwu8aPte3Ixi05jtFVKuzoGqn6rryaaXIj6hi4U9AyK1Q9iMUvAZ+w8EcqK5/TQnYN0DNcjAPAoMEgkjJr3wZ5AJjBdi3gf17cLwvFeOKcBkCwfHu2T8XOnTo0HEadGKlQ4eOfxh7peD3xwO4nC7CUkNJGZ5C0ZESDi04LQTgLEj/cQ9HFu7DJTM3HvVm+9ur8QrxwSfCjx3vrsVWXEV5Rgk1RR6rGNDr3Uk0GdEKR4WNVdNmceSbLYR1SyJxZGvtm+ngtGiWTvjorPst2npcu9Uic/62Bo+LXa86sxC/ZqrPJ2JsdwwWs6ZeSVz73rtmNFCbGoOkChb/JqlydTj5wIfUHM7UrGO5H0i3ztlhaRqPT99OVK/dTvE7c7R5KVGx7PuPnnPfzowcAhZ8jrlrB81i6HSbcVbZcGPBMnkCzhWeePJ6cM2bi+mKqbgLC3DMng1DLoScLNi/Fzr2AbcJCkthSV0EfKOQ2SptvsoNVaXKKhcarx6rqYDV08FHFq31bIwTXoRBN6tz6jIepl8FmbtVCuB1MyFclAovRZCWvt2QVNWW7oqtL0AUk0SldAnZEPIkfVliF5Qi4ZObITAGxr6hZrNKs1Uf1vlC7ICPjIPElnDigPq7Fq9fB8OuhvIiWPghVFbDqFuhphJWz4Xtv8KXD8Gga+DIFlh5jsLenbPU7WwQ5WXk24pUaUqMUalXmSthx8cqSXDCPKVuVRXA95cpQiOkShvhE/IjqZBO9f5ESvR4PdRIxL1DBVxU5cpgIuRvgiUXweAf6iyBxXug3aNgDRQGCuXp4J+mFKyWj0P+CmU1PB2iLtqywSIzTvL+laj7TkfhLA+BqoSyJZDzChgDIWiiksjlvMWOKMqhbChgDFQfAqM3OPPUnFXZDVBZS05fVIpVwA/KEmjwBZOQRLHbTgDrAKh6CBwPn/tzoEOHDh2NQCdWOnTo+KdAZqcEBQcKtZv2Hxhvs9ZPVXKkCFu57bxeX4vq/ApW3H520iEx6rGDWmivk0TAuOEtyVl9GJ+oQLXodLnxiQnEL0EtACuO19n0zgd+qTF0nns3XpGB1OSW4jKa8GuubI0GHyvRUwYR0C2Nfbd/TOmmQ3++QYOB8KtG4tMygaIfV5P5lHTk/Dki33sYr45pWtCDwduLgifew1Wkyku9R/bHe9QAbJt3U/lZwx4kc5d2mJITQPqtZDEtYy5iAzQZVXBFI3C9/iruRQtx19TA8+9AWhulqixaBFGxUJAHYRGQ1g7Wn6WoNjROJdXJTJGXj+pYEvKxynO+/qFwyyylQh1eDx9dqxbEva5QipKgSXu4YyFs/QH+eAv8JCyiRC30l78Ly0VVqIfAaLjsQ0WqhCxJEMWBXyH/COz/DTJ3qFu990IjHpFpygpY8SfEyisABt6nwiTWfggnNsLeRsqShRQmtFRhF0d2wE+vw+aFqu9KbJCDpsLJXXB328b3I5Hv0a3h0FKlZJ0NKYOg/0MQlqjsfNock0upVBd/oZIFN0gxchv1XvhHQ0J/2PUZxHZRap8UExcehZheKpmxUnrKPK3fgvR58o8MglvA4e+gypOoWJYOR76GqL6QtxG2Pg7DlisbnVcYBJsVmRViJlHx3tFQ0di5uGHrKEh9Uc1RHf4buBqpWCj6BirWq3OsUcE1JP/gCZcwqtmp0kXg3VVZ+2zpUL0enIVqBsuRDjV11loFO5RfBYFzwNrbM/MVDiaPNdDrPqi68ezXX4cOHTrOAp1Y6dCh418CmYsaM2cC4a0jKDlazI8T51KZ1/iCvj5i+iTT+ubeWHwt7P5oLccX7Tv1mF98MMFpUYR3TSJpfAeMXiYtidAU5EfLO1QE+r53lxOUFq3dn7vhGEN+v1t77c6nF3B4psfmVA/SVRXWuznFW45SuttTjCqZAT1S8Y4JxlZQhjXMn/zVB/Bp3gSjFp0uy0IDvs1iSLzvInZe8vKfnlfI2D7EPXk1Rh8rwRf0YO+gu3Dkqt4iY4AfXm1SsO0/jrOwob1Q1CmtX8pixdql9an7zalJhHz6AsbwEPwkXdDXm4p3vzz1uHPfIVy5+Rh8fXEbrFp0vGxDyn6d29WcmGnK5RgHDcS1Zg3OT2eoTqv9+yAkFOITFSHw9QOzAfJzIDRCleEmtYR9O1UM+ek4IGlu2eAfBrmH1KyTtxmCI9SC/t4F0LSb56LEwtgj8OOzUF2uVCaxlwlJEMLQ7gJY9DzsXARtR0JeOmz4GpK6KMXrwEqlXPmFeqLWpdTXqshVZFP4fLIiZI0RoJyd0LQ7tL1AzTeJknY29LoJuk9TxybR7m/3OlMxE4y9Hdr2U9u/5gW4vRtkHFCve2wBJHdQgR0z7lcKVn0k9oCpc8E3HKqK4c3uqtuqPmQ7Ua1h5KtKdROibC+GomzY+A70vhu8RM2Jh9xdUHIcwporEpW1CTI3qZCQ5hdBdGd1k+tcma8sefKYEGHtGjlhVyM2uK4vQvwI9Xu+Q8WuH/4CWt6tZq3kJsmWNUbI/cMTXFGPsNVHzXHYdRl/Cttppc5C4pAC6xqo2ggnJ0HAOLAkQtkPYD8CuZPAq6P0EUiz9pnbNMi/qRiPFdAfbLnCoD0Pnha2oUOHDh3niUaycHXo0KHjH0d0l1gi20dpKX1hLcNpdXk7zT53NvhE+nPBd1cy9tdppE5sR+KFrRg84zLiBqVqjwe1iGTEgusZOHMKHR4djk9UACarmar8Kq1LyuznReo1vTRFZmHPl5jf+XmCWsZiCfDC4u9FyhU9Tu3L5G0huGMiAS1j6THvdtq9Mpnuc2/T/q5F8aZ0bPmlWEL8qTqer1kRJWWwpqAcp82pnYs5yI+wIR2Jv3vcqddFTB5Eq4XPkPjs1RhqY9SFCEUEazZCV0U1Rl9vzCEqUt4Y5E/CDy+T8M1zJC58DXOszK/UoWr1DhUYYTJiadUMU2QYlrYtCHj2HowRIWrBajbjc9FQtZ+u7fG5+UoMIUGUTboB+7J1uEvLlUoj61unC1PXThg6dsB8/72Y+vbB/NBDmNZtwfDNfBh9MdxwF9hdKoAiPxfmzYQbxsG3X4A5AG5+Ap7/ovE4dVFkjq0HkxOikiAkBgIjYNTdEJ6gQhuEeIjiIESh5yS1iJ97HxxaA+lroTRXLfKLTqpi4Fm3wVuj4ZeXofN4uPFruOZzuGYGdBgDJRmwdZ4iO3ITe5vNk8RXH03awcDboM80uHcdDLgdLnhcqV3nQkRzpepImIRYE4WE1Iecx/UvwfApKgZdzi0kGu7+Ai66F55fCa36qGPz8oVECUY4DXEdVdy7kE//SBj8YMPth7eA8Z/AlT9BVKoK4RAr5dbp8GE72DVLdX9pxNStQinmTYTFt6mfmTKX5YYdn0HpcRXfbvd8LuR6pUs0+5998WEA31gPR5LfY9TdO5+BI1+CTfqgbFC6BzZeCUEpMHgZdP9UHe8/C1mPQdlvijB5N4eUn6B6M1SvVUqVwL4THIch8Brwm9Dw9eZWEPwWmOLAla0CKmo+AMcKsC+CarEL6tChQ8dfh65Y6dCh41+C4vRCLUrdNyYAk58Xne/rQ1SPeH6+4lutM0oQ3DyCtjf10MIpZJ4q6cKWqnBX1kVOtxa/HpwaTsaSg0T1TMI3OpCa0ir8QgNU51WljcqsEgJaeLqEzGY6vXAxa6fNpHRfNkU7TxLcNk4dz95s0u6/AGuYn0aqAlvE4LQ5sEaFaCmFokoFtomnbK9K2Svfm8HGca8Q0CZeI0HNn7sck5cJo8VHsxU6SqrwbdEEl9lE02euxBweTObHv5DwtyswBfjg16EplXuOk/fVH9r2in5YScjY3nilNqHo2+VUHzgBJhNBlw7Fq1UyruIyrMlx+PZuT+nc309dx5odB/AtKFZqksOJwdtKyGcvYG4tXUcq5cxdY6Nm3TZMbdMInPmGFsvuk1tI8airsH31HV6tW2H09lJEqKIC56atqufKZMItceARoeC0QrsweOktsAphE8tgKSz4CaITwScAauxg9VZhDsktICD4TNUquhm0kf4ib/WaahtUVaowh/zjcHwHtJQYax/Vx1RZqojAlu/VTdB+NIQlwLafFBnRinRfhKTOyq4lzxeLYpcJ0HIgHN4A742H31+G3tMgJB7WzaiLbhdIKMa1XynSIoqWlPcKRGFpMfjsH+SgOGg+VM0jyWesMYLQtg8Mnqzml0wmpZJJQmDnYdDjYqgSAmNSMesFJ2FLI+XX6SsU8antcUrpr34KURo/HZoOUsdeWaiCL6Sk+NgaWP2Gep5Y/hbdAZ2ugeKjsPVTRS731FPGWo2H1pM0eyi2UtURdmA2rH8N8htPu9QQkgYD3lVWv/QF4BulVMVdb9Y9Z9dzEJQGoR3BUQxhHaW5WxUKRw2CoLZQ1HhoinofzCrtryZTEe1zoWYf5L4KKd+r4/DtAsmLweAH9qNwbLyarYr8CEzhKprdVQBVSz3n8xaY26lZK0LAvgmqPwZXIwXSOnTo0PEXoBMrHTp0/EtQeryEnyZ/S/cH+5I0sgX2CjuxvRLo9fQQ7bF9M7fS/+2xhHeQb8DdVOSUa9HqYllT5blurRD4+GJlBczbeJzq/HK8Qn0pO5hD4Z5c8jcd58Bn6xiy6BaC2iXgcjgJbB5N6/tHsPaaGWx/fD7FOzO19bBP0xia3zUcg9WE2cdK5YlCfBPDcJssmHy9tZTAgtV1ZcaCioNZ2i3lflGk3NgLyjTV6dCDX2gKVMqTl2MODdAIT9QVg6jYc0IRHemp0tbsdYqOI6+YA6MfwujjpSUECmI/eBD/kT0xBQdoxcD27AJqdnnmSDwon/MzvuMG4dWxJdWb90JwMJZ2aar01+3W5q3Knn6Xio+/xjpyIIbgAO0+6c8yNU3EPu8n3MUlGBLjcdvsuE9m4Fy6SiNZztlzMA0bistlxoUPSGy+kBiteNYzizR0LEy8Hqw+kJ/vITpmWLu4cStgWb46tsAQz4K/EtZ8BXEp8NJa+OMzWPE5dByl0gN/f0/NHwlSe0LvyyHvKPzyllKchGik9YMmbZRdMED6rJzqeOQ4JcK85WBlD5SZrcXPNv6BjG2tZrFkG5JQKCqNlkjngqxGkutqIZY7Uak0e6IMtgVBWApkq4RHDZKU6BsI3h7SJ0+UoA2JYRfIOUia4aZF8OUjimTWQghmt6nKwnhkDST3VpHyGkmzqLJgIVmi4InKJKqWhG389gjsqRc5Lzi6TN0aQ3ASDHkevFQpNru/g/0L1XsgnVyNWfVq0eYGCG2ryGGbqfDDMCg55Ikp90DUr4A4MDggrJ2KbJfQCouQ6xyV5ifzVlpH1mkzbZLe1/5L8G8NpdtgxxXgbKTYuD4ceeCqBHO46s4yRYAjF6yp4NtDBWMI0XKWq/Jfawc1e+WuVGl/Bnk/y8D2GxRdIx/Uc+9Phw4dOs4DOrHSoUPHvwz5u3LZ9sEmonsk4BPmi8tgpNVVXTTyFNI8HO9QX63PSQhV4e5sfML98ArxpfREEUunzSV/Swb2crU4Ldqdza/jphPSOpqcNUeoypUZC4UFXV5g0M+3E9YpUVsgShdVSMcETf3S5qrcbjq9ewWYDLhsTtzebizBsggGe0mlpgoUrNxPdaaaeTodufM3ET2xF5Ywf/IWbibn27VajLp3YiSxN4zEaVPlsLaMfE4+P4fIKwZTvi2d/LmiQtSDECEhVUYjTT54gJCpI3GbzBoRs6Xnc+KSh6nZe9qgv9WCISEOp9GEtU9ngl/y2P88sG/fS/mbM7TfbSvW49ybjik5Hse2PTg2btfud/zeSNCEy4Xj2x9xBseA5YCWHKhFq3fqqdQoCXfYsx2ikzxqSyBEWaGoAHZIOACQ1gH2NUxS1BLxDqyFiIl1BEMWyc27K3Iy+g54sDes98SX10LUravfV3NXQt4qS2DZdJj2MbQaBL7BIKEapVmw+HU1S3TRU4qQyPO7TFLEqjGI6tP/JkWQhBjl7IODayFakv22wpLXOCsytsHhlZA2Up1Pzh4oONzwOfs3QUWJUvOkdypMLKUmTUFlwcdqBkyuyzfPQInM8tTDsEeh57WKOJWcVNuWc9oyW51XWSZU5EOg2NacSq2Svq3TSdWfQYJB5H2UnzKP1vFK6HCVet8rcuG3u2GfRzE8HTXF6hpag8DtD0NnKHIlJcK10FQmg+oQk5CR8v1w/AcIbgdZv0DUCGjxkJq52nEPZP9c99rQ/hDYRZGg4O4Q0hvyzxHpL7CfhOPXQ+BI6SyAkOvBHKXIVc0eNZdVuQh8BquZrOA7wH885EyG0icg8G/gLoEyIeI6qdKhQ8c/Bzqx0qFDx78UUva7f94e2lzXWZuDMlpc2MprCGkRzsZn/6Db34ZiL61h8/NLWX7zD4S1j6Vob04D4lSLkoN52q0+/BLDCO2UwJ7XfqfplT1xVtspO1xA329v1r6ZP/DOEva9+guHP1lBSKckzIHe7HtxEY6yKrxjQmgyuTeuahvp75y9x6h870k2DP6bFo5ReThH9WvZHZx8dyF+HZrhnRxF9sw/KJYC4KXbyfm0EatXPXi3SSFoTB/cYhsT9UAqn8KCMMdHY8/MP5X6JzD6+2LwsuKuki4vs0aIXKXlGPx8cZdXUHKXFJoquPMKKLnwaozJ8TgPHYVqj2JyFhieeRlatFQ8bc4XuJ99Qs0ISXDF8SNQWQmPvApjr1BKTE21sv8NvEipMIMvghGJUH1anPaRbdDjIkVEbJ6kt9peK1GhTp99EojVTuaPhDjI8/yCITJFWf2EUIiKs+1H+PkNyNyrrluPyyA82bPNRhLlJOJ97JMQEAVx7dXMlsyNbZ4LC5/mvCAkYcZFkNxHlQwfWtbQYihI7aQUJiEWEv0tUebVYnMUlWo+bKmzdp5Cr2uh703gF6HInpxzRDMoOwlFGSrtbtL7kL4S5kxW81WRrVWs/J4f6raTMgBSh0LmVtjZMBmyAfL3w7o3YNAznm4tb0/sunRFRUB7ibffpEqHBa2ugLbXQP4eWP88RHWHuP4S1ykDkeAfB6cFrWjkSqySQuBC2qn0wMyF6rGO74HZT1n+Eqc2JFZVom6VgzkIHEVQdVpox9lQsUrdBDJzFXQJ2A+DTb6ccEGekOleED1LETpLM/C9AEo/gOp6+9ehQ4eOfxJ0YqVDh45/Ofzjg3E5DNhKa7S0wJrianZ9vJHDP+zm8I97GvQxZS5vaIU7F3zjQxnw/U34xARTmVnMsjHvUJlRTP/5t2PysWphE03GddSIlavazvb75mi9VdJDVYuDb/yiWQjl8cgxXUm+dwzVGYXsu3sGNVl1CpZ/hxTibx+t3Xf4ia9wFJbR9LXr8e+oin694sIJHtGN6oMnqT6Ucc7jFlug0U/N+GhnLtZBH29ipj+Bbf8xTo67WyNP2nMPn6D8w6/xmzoO+550ih56Hb9rJ2IMDqT8nZk4dh/E4O+HsWUzvG+aiqlZMjWfzcG5a/95vDEei5uoEUKoBBXlsK+eze2F++HXH2DcVEhqDqntoTaEJCgUug6ClZ7Fcy3WfQ99L1GhFUe2ww+vgd0GMc1gyQyl7pyO0jxY/CYMvRlyj8Dqr1QHVkm2IliS2ndiF7QdCv2ugrI8+Poe6HM1VBTCb55Zo/oYfi+0G6V+lw4uIW+ynYOnKYmnQ4IqBtysZrHWzFAJhPkHlHJVi4BI1a11cjuEi5rkgmJRliLUuUrUvMTM3/oJZB6A16ZCYVbda4c+oJQjOSbNMuqxX2rWwyCI7ahslK0vhG3zYNXLKpZcSN0BD3EPTYaLPgDfUKgph4o8OHyWGPxu10OHiZC/E8LbKFuhQPYpKlZCXxj/Ncy+AMy+0PMxsPhDSAvI2w4rboPhs8EnAnI2QdI4SJkIez+GikzwClFza/Yy1XGVOE5iPOHXYcr+V7oPfCUe3gFlp302y3bArhsguAcUCVk622fXCAFd1QxX1WnPibwPQi9X2/dpD5n3qfvte8FZAOY4ZQO0n/9/X3To0KHjr0InVjp06PiX4+Syw8T2SsRoNrJ77k7WPfE7VfkqgcxoMWLxszYo/j1fhHaIxycmiJrCcnxjgghu10QjVrmrDhLSIV5TNXJXHCBuXCfav3wJRquZE3M3sP3erwnv3xLvJmHkLt6Oo7wao7eV5s9OxhoeiF+LOOKvH8qhJ5VdTZSi5m9MwysuTOOAtpxijj4zB2tksLIymgyEjutN8CVDNZvjicdmkPP+2Tu4HFn5lK3ZhV/vtpo90p6RjyEkGFdJOdbUeLxap1C1tq53qfSl6ZS+/KlGwCx9umIZ3EebQzNGLcZUbSPo+48wpTXTFujO4gqMD96KfdlaDK1bg92O849l4DgzQtr90jMY7nkISktxf3aWImWxim2U0tmNMGA03PcqhEvynUHNEBU2EmWdsR+eukAFWRzeomaQvn7qz9/Q396F399XZK8W714OHS5Qvw+/HSIS1WyUWAVXfwmfXHn27QlhPHWynrklsxHaDFOWw50/Q2W9gt9aXPAw9JZ+LaCHZ/sSSDHjKmUdjEyFa74G/3A4sQVmXwd710FqZ1UGLNdFVKGAcBUQIUmIL6yCx4ZAzhFPeqENTKLQVMPunyGpu4qo18p+tQk9Facux9nvRmg3Vu3nwJK64/SLVDNaQqrkZ4Anpe90hDWF/ver5wiOLYOmozwJghJkUa4IW1R76Ps4rHmpLrlRs/i5oe11aoYsazlUFEPb29QxhrSC3y6Bykxl/Ws+zZOu7lTEyhoM1Xmw/S4ongLOajheVwtwCoXS3eUJlzgbkl+C8IlKzTt8DxTOV/dbYiFkkvxDVcuakEvqiJWrCHIkrXEk2PZC1Z9YDHXo0KHjH4BOrHTo0PEvh6hTEjYhSX4nl6afKgMOaRnFwOmT8A7zY8/H69j2ypmD9xKN3vHxEYS2b8KhLzdyePamU49Jj5VsyzsykLJDuRRuURaifS8vpnj7CW3GKnPxLjq9PUWbqRIS1PSWoYQOboclNFALjCiZ0od1o19WqXuSViiLWZcbl60eEZG1riToibJkMJyKjT/+4jekPHeVFtZgiI7E6OetzV41+duVlPy+WVOvzoase96gybevahbAynV78O7cElNoEPYjGdhO5GAI8MNdVi/+2qPq+d9zHaZE+fbdjd/9N1C9aBnGpoke1cOAKdAXV04BljtvxTRqpOrAstlwbd9JzW33aOEVp/DHr7j/OLsFsgHueQmGjlfkpDgHKqvgyzdgd9370QCiztQqNI1BAjDGPQxpfWHj9/Dre57zbFgUTd4RRbj6XOEhKma14BcVKTat4XNF/ek2SakxUU1Vb1TxSRXfHiMJdTUQFAUjH1AKk0S7vzJIkaD6aD9WdWoJxKZXdAKCoqHNCEWsmg+E4FhF7ppI+l0cPDkBAsOgaUdoLdHqDpggM0UekhTWBKY8C69OVgXG8+6E7lMh96BKM5RjlzTDQXcqO53RGzqMVSRFs0aGQURqQ2KVsRn2/6wSA4+vq1OyGrMzynUVi54QnsJ0iM1X5y3XUmbXghLUcXa9FYoOwsqHoM1VULBH9WF1e0x9BhOHQN5BT3qhhJSk1O1n6xNKyRKlT+bZCiRtz2PdtRfBobfP/nn4U5gg9EJPvUAIhAyvI1ZyTpL8JwXBQkqr9jR8qahWxecIKNGhQ4eOfxJ0YqVDh47/L8hcfVrJp4ymTO5IULNwreuq1bQe7P5wLfayhnNByRM60GxqDy3gIig1ktzV6ZQfLyK4dSzd3puMd5i/tt47uWAH1TlqNkkIVNbiuvjogvXpRF/QDm9RnAxGQtol4LS7qMgowr9ZNNZQf2pyS9hzx6ck3jpSswKe+KCOcLhtDg49/DkJ91yELbMQp8NNx1WvUrJ2D1t63YMlNpS0H5/BJzgQt5BGlxtLZLBGrCyx4ZiC/MFiJvbFWzT1K+uxj7CkpWAM9MNZXoVP345k3/y8lhjotlqJWfSBRtAKH3ubim8bfsPuzCvQQqJlAenKK8B5LEPFpmPALVYpF9hXrsfYob2yGAb4a6qVsUM7zJdOxP5KI5a580GHnoqMyAJ9yyq4WxQCA1zzMPQcDqUlcGQfLP4SDtWpbWdF+xEw7BbVDRXXSgVeHN169udL2ERFkQqx0BL6XEoJu3kmbP4J1s+FcY9D76mKpEgAhFgJhUx9dg30v1F1XmkWOI8alNQJOo6Dzd/W7ScwSpECLfpcZuDcSpmqKIAMz2dK7H+ybYlPzz8MBUc9VsA82PyruglxFMWu96WeVEBJI/Sr28+BZSrJMLELdLwINsxShGumJNQBl7yn4vE9kfoqOv3nMwnT9zeqZMTqkgaW2gYoOga/PQ7tL4OsbbDyNWXpi+sGh36FgiMw9GVFUORYpTh403Vw8Dv1+qiual8STOGohNwNENnTM09lh8QRENMfQsUm6qPIlIRxlB2F7h8oa+Hul6D4HJHufwonlG2AkCHgrIByKTuOBmssxD2shbxgL4SylXD86n9gPzp06NDx90MnVjp06Pi3oSKjRCvblX6o8mOFOKvqxTfXwmjUvrRX1qS6CHPfhFC8wpQlTVSkto9dyNHZGyk/fGYXzdEZq6jKKqHHd3di8jLiFhoia2uzibzfd1GTpwhZ0co92q0xFCzcqN382iXT5ofHNVuhd5Iswr0JnTwUo5eZmgyJgHZT8usmyjfsI2BIFxLevksrCraXVmOOCdcW7NFPXkfu299qARgya+XMK6Jm+wEcmXlEffsGpshQbZ9Bt12uESuvoX2wtG5G9S+rKH/8ddz5hdp1qXj7C0ytmuNymzC4lWLlqqzCMrQflV8twDxxvLLySTy5KHIljcw2nQ+8vOHXeTDpRtUf9ccPMPIy6HsBdB0q0iH4+EP7fjBoAnz9Fvz8BZQ2EsdeCykO9g9RC3lROCKTGydWEjZx46eQ2gNKcqDguHpN4Ulo2k2pOU17wLFt0KRtXWmx3K9Z6oCYNHUO6ashuQeESSy4qI7eMOlV9dwNc9RzZV4re78iWLKYFyIh0eo/PAr7PGrR0fXw2WUQLYRwqbIJng5RrF69En56G6a+pI5lbr0oeOnqGnCrImBN2sPRjUq9Ekj8ecthpz7zGqnZ8R0UnSXUoaoRO+Pp2D4H0pdCh8nQdgL8eJ0ij2JLlG4rseiZRN0sU6XD9ZGzEdY9BQmDIWMFNJ0EVlk+yPEFQ7u7IKSNuqZOmRXzVRbIlElSSKf24R0FfwznH8KhGyF0pAq4kFmqdn+ARVIrPdH7Fhvk/AKuuvAXHTp06Pj/CZ1Y6dCh49+GvdM3aH1Voe1iyN+eSWineCpPFGulv7XIWn6QE4t2EdgskoNfrKfsSIFGaoSEiXXPIN9Uezqjkqf2YucTjc82yfNL92QQ3DFJW4Rl/riJAy8vomTb0bN/098IpLNKyJPsT8Ixgsf1wRysgh8soQa2trgSe6bq6Qke1w9TRLCmknlFheMsr8ZgteLbtRXhd1oo/uR7FUIxf4VGqrx6tMcoQRSBEmpgwZQSj/fYIQS/9jAGPx98rxhH/tCrKHv4lVPHYxl/oUY0RKUTFcbg56dFnLsPHKB68tUYm6Vg7N5VswA6Zs6uO5HoWOjRFwryYGU9e9npuOUxGH05HE+HJ6aBjx9cdB107KMel7mbcpsnEc8EkfEw5UFo0RmeuuLs2y3MUImBQoScnsV3Y+g+ATqMUAqU2PjKCuCH56EoE6a85kkRlHJZP1g9E6JbKBJzYKW6b9P3MOwOiGqmVCVNxapWqpbEcMtz4tvXESs5jk+nwNRPILmrmj9a/l4dqarF8c3q1hja9oOrn1NphR/dA48OPPM5opzJcQppklknmaUaIX1h3rDoHUWygoUAGtQcWLon/e4fgQRdJPTwlOqGwfKX1FzWoCeVCuSqguVPQcbaM1+7Z4a6CdrcrFUXeL6dgMocCGmrtivdVfZqdV5+Ylk1ebrPvM7/OJs9CE2mQIkkHd4KAZ0g6SGlSB28D2pOQPKrYIkBQ+125XgkNfOvz2rq0KFDxz8LOrHSoUPHvw0uu5PCfbm0vW8wTaf20uaEyo8Vser62eSsSid+TDu6vHiRRmJ2PLeYQzPWaZbAXp9NJbJvKlXZpVoioBCKmpJqbAX1ZpLqIaRrCp2nS/hEKC63EUdFNebgAIo3/vWEsMo9xzn27BzCL+pF6bq9+A/viTU24lR/lrtGEQSvlkn4dG2FITBQFR/bHdhP5mqR6m6DAe+2TbEdPEHmjc9rz/fu1ZHIz5/FGBak2QadZZW4rV74jhmkkSqNN7VJI2TRpxRfcQ/Og6rvyrXvoGYJNAb64xZCZXNoCYfmkUOwz/wG15Zt8M13GPoPwHjxeFxLl8DdD8HYS5VSU5APzz8G33uIRX00SfaUA3tD62Bo1hKGXgbN2oCPWL1KobJckS5JppN0PFngSiR7+/5w9/tweAf8+MGZ5DXnEGTtU7NLGXth32nEQQhXRJLqt5LFu9ItlXVQZpn++ABaDYSm3WHLj3B8u1KtDq1Vr833WE+FtAy6wTNPZFJJexL2oClBbijPh12/NNx3aTa8Mwaa9lTPP34Oi2JjmPwYxKWq3yfeD89fduZztv8EKdIZ1h02fQ19xkPvS9Rj4YnwzpXQ+RI1d7X3V9j/B/8wwoRcOhTJCW1aR/Dk+kpynyiBkhDY6QYoz4QDCxovDs5eA+ES0y9FcKWw+RmwV8rQpHxbAvGjIaqXsgRK75g8tv3x8ztG/xaQKAEYFggfDDHjIfom8FZhNMTfDofug6p9KsTC6K77bJVvhoKv//HrpEOHDh1/J3RipUOHjn8bonom0fWZUfhEB2h2OVnsekcFkDC6jUasZLbKGuKrqVrNr+vNoRlrtYj18B4puGocWAK9OfDBclxOt2b1O/Rx4zHa/s1jMAd4a7ZDs9WqRnScdSEJwT1bkPbKVG3/+x/48qx2wFpkf/ardhN4zVpO6jePY4kMIeP5WTgKlA0p7s27tIQ/WQzK3JUQJduRTGwFZXh3aK4t6p0lZae2aW2bqgVWuIrLMPn7aWtFd1U11b+vwZTWFFOX9pqlz5SSgO+0Syi7/wXtdfZfl1N531OYWrfA0LoVps4dVPjG7n2ntm0YPQbzS69odjjj0SM4xIYnZEkISFAwjLsUamzw608N0wObtYbgiLr+qfJS8A+EqkpFcGT+6KfP4ZV74L73YZTMBxnVQl1ix/uPh56jIPcErJFFugehcXDnLGXJK8mDT25U81O1kICMWz6DFr2UMiUkKcyzsLYYYOAUCI2GWY/ADdPVHJPVC2Y/BIWeHqZaCKH67nEY/bCKaP/xGeh7lQqfEDVr31LIP3rmmywfkkOrOS+ktIEeF8CBLbDpd7DVU00qPba0Jm2g37XgHQDLP4b09fDNnXXPu+0Lz37d4BcE5Xmw/J0z9yXX/Yo3odNoyDoAC16C7AOQcx5fEqx7H/rcCVVFcGw1jHgByrNh3VvQ/krI3QVNL1CkSVILrf6wq57KWYsD30DziWp2qiwD+rws0Z+w4iZFxA5/C02GKzvg8fngaPwLjzNgDYeEq8ASAC5R82zgnwY+UWAJVMpXbdJj9idgz4eQsWBNhootcPxBlf6oQ4cOHf8m6MRKhw4d/xZ4R/gzaM5U/GICtbhyh8OF22nAUWGjaHe29pzivdnEDm2pJQM6KmuwBHhrBKr8SD7BbeK0oIuMhTvI+vXcRCjvj92U7c/CLyWSquJKijYd5sDT3596POX+cfg2i9YWhSkPXsTmPyFW9VFzNJtd3W5ucF/AyJ749WqrRbgLqXLbbDgLSin8fBE1hzIIvXkCrrIK8l/96tRrqpasJ/D6CRjDQ6hes42qNduxbd1L5dzFVM1fStjyORjjYzTbXP0CYYFtjsf+GOCPZeJYjSTZ59ZZIo0TL4EwNd9lSG0OYlWURar0IglZ6dAd0jpAQlP44GUICFJKVGJzqKxQFj+Nde6Cz16CK++B9F3w5oN1qYDt+qr+Js3a51BErKZKkST/4IYXLaWTIldlhRAYDk3SVHdVLRLaQsu+ahsSAPHd8yphsFkXGHAlOOzQdjAME0tYJ7XP/lNhxUw4uRs6jYKRdyq74az7laIlN0FEMrTooZSysBjYde4y5z9Fiy7w5lJFVKWfa9cmiGuhOqy2/gazn1Nk6NpPIaG9IgYdR8M7E2F/vS8CFrwGEQmqJHneM3VqksSwi4ImSXyCDqOgzxRlZQyOVnNmUtAsxGr+87ClXnnw6dg0XZULC2ma+pNSsORzsOwF+Kgr+ITCNes8VklfCDstdbEWsb08ASIOCGsF3jEQ3hEKdsCJP5Qi1uoWCGwGadPgjwlQU484nw2tX4RoiYE3S9kbuK2QcKv6nGqBIybwqY2Ud0PB9+qmQ4cOHf8h0ImVDh06/i3wjQnENzpQpbNhoHh3JscW7CV/83GO/7RTe07p/mzlNiqvxuLvrVkDTf7e2vNz1xyiaEcGBrPEbxvOOSdVnV3M6pEv49MklIojuSpWvR7sxRUg28GNo7QK/7aJVKVn46xsmFB4vggc0UPFtWszNC6OTHyE6q0HcOSqxWXWbS+f8Rr7wWNkDr8BS2Istl0HcYuC5IG7vILiq+7D9/pLNdtf5TsedeN0lJWDrz/mayZi7NmTmgcfg/IKRXgEWi+RGx67H3r2hsIiNT8VGKJUkhsfgktvVIERRfnw4n1KpYqKUwEYT8t+jVCQDU/dACfrqSSrfoKRV6qF+tblcOygUqtExVl12tzbka2K9Ai5khCKjDp1TYPMQZkkjS8MSovgiKgRu8AvUKlBYg8szITMg+Dto52zttCXUmIhc2Mk5lwKxzyE47un67ad2EHNakmioFju4ttA8Tli4f8MI68Cq4QnuMAvGFp2h+JCFeaxbgEUZKrrKQpe7fWXsI6R90KncbBqBpzYAUe2weMDGm77kg+gxVBlR5x7k4paF7KpRZ17Yty1gmEfSA6FG7+CZ/vAsUasiz2uhUH3qHCOb+9QJErm08zeimBp171Q2f/SxkFFDhzwxJmfaz7M7PmpzVupeUctMTC4JdhKILgVRPSEk4v+/FoGS6pgkLqWDunmivXM7hnr1EdRsHTo0KHjPxQ6sdKhQ8e/BSWH8qkuqsInzBeH04U1LpzUaX0J7XqCjN/2EdE9mQ5Pjcbsa8HtNFNdUYY11I+Wdw3VFCxLkA+R/dOwV9jZ/dxCDn1wZgdWfQhJKj/Q+AJai2kXZcXtxr9zKh3nP0ZlehbbJ7yIo6j8L59b5eb9BI3th8tqoXzZFsp/WX9er3PlF1GT3/g3+46d+yi97W9nf7GkI6alYrlxmhY9bRo5DPPa9Ti++hr3xo0warRaoDrsGBKTcfcaDNU1KowiVNQsM1RUQlyiFtmukZhJ02DR1zDhekVwEptBQQEEhsIFU2D6Myp4QvDRI4pcVZVDuiLGfHB/44S34CS8MBaadYWeF8ETi+HgBnjvBkWGrnkR/P2U1XDdN1CWDy+vV4qObH/JTPhjOpzYDZc8rkp/hXC0G6rImpANg0c5k0V/fRzeqIhmeIJ6LLET7PwN4ppAaBjs2VV3TvUhn48pd8KIy9Rs1tfvwo+fwuGdKilRVCkJ4ygrAd9A1XFVXakSDZu0hmNbFFEUUiJEqVkPdUvtBc/2PTO8Q2bWUjyqnXRqpQ5SxGr7z7BiBvS4RHV5CdHV4Fbb7nYpRDZXrz+0CjJ2qrmpgXeDVyD4hUPHibD6Tej/gIpHbzUOSjNUmMVv98DWj6AyX90aw86PIDQN/JtAyTEISFZWwKw1kHqJIkeiUPl7ypzb3g1566DmHCmRYhv08hQq1/ZeucyKrHrG66Qvjow6lVeHDh06/tOgEysdOnT8W+CstLHksi9odUd/gtJi8W8WqcWmi/Wv3+xryV93GIuvF9U5ZZj9vdj33gpy1x6h5d2qp8pgMeGusGkkK6SjlJv+/Qjp3wZHaSUmXy+848OpOpaHf8t4oib0Inv2SlzVNiKvHo5Xk3Dyv15O5Z66Ti7pmwq9ZBDm0EAKv1mKPaeQoi8WYc/I0+4rXdxIwtp5whgTibu0HLcQnlp4e+H/6qNY+nSl5rvFVD71JsbUFHzeexlDdBRuP2/cEtJgt0NVtfYS9+F0KC7GLaRK7rhGwgD8lZIiJKqqArx8FKGojSjXFupGWPojDJTC3ECoKFcJfKLQSPLf+FvhzXth0ecqcW/Xaed6NhVRLF2iWJWnQLuBigC1GwwX3gzB4ZDWUxEoOUZZTHccAZGJiizJQrv9IFj6GaR2g3XzoO/lSuU4uB66j1edTmJl27MMfv+w4b5FIZOZKkkDFDLTdgjkr8Lw8lsqkOPXRbgfvufMYx51OVz7kCKccq7XPAIbl8DPn6kZtOQ26ndRpi64XqUlDp4GaYPVsfmHwnP9VZR6p7HQ/0oI8YeI9tBlFKw/zcInc1CZOyBZQiDK4NiGOtXms5thxi1wxzxoO0zNOgnZq6mGPtfCYJmjqoDiDHjnQjV3JkqVf4Qik9WlUJ4FmZsgqZ/qp+p9N+yYC0VHIP80BfF0VGTBonqBHEKe+rwAVx1VxEhI1ZFf1WyUrQZCWkPCGDjoSRVsDPKZFfVMwigEQS1g2SBo9SKEDVAdW/YCOPbmuY9Nhw4dOv6N0ImVDh06/m3IWnpAu43Z9oha8Mv/c0No21gOTV9NTWGFFjqRs+4oe17/A2e1nX1vLSF+XAfKjuTj1yxaW2sXbT0tsOAc8IoJIeaibtTkFJP13QZt8V+0bBcxVwzAWWPTkgotIf4YLWaSHruMmGuHk/P9eqJvHYfBaiZkeBd2DrhXI1uCyJvGEfPAZI2EBA7rwsHRD2n3l/+x8e+/MBYLYbNexdqvG86sXIqmPoB9+151/CMH4jVuuEaCfK6ehG3RUszjLsSY1lyRKVcNjtVbcW3bgeOnhdpr3CtX4Fr6B4bOXXCtXo07sTU081iu3AZFqGR+SmZahMwIURBi89ojsGcr3D4GmjSFPhdCzxEQHqTIkfRQXf8U/DpLzT2dD6Y8CoMvVyQpNEbN45SUQ2UZjL5J2fxEYakxqWj1Lb8opUc+G0L05Hhjm8EzS5TtT5Shr59QhCGlnVKGfEJgy0L44SV1Pt3GKSJ3yPOe7FkKkZ5UvP2rMAwcoqlVbiGOA4ZAYJAqPK6PoNA6K59mezPC3e9CdCLMnw6v3aiel9Ie5PqKFTCuPUiOhRAxVxl0nwidLoTsQ2CRdD6jIkOjb4dNC1RYR1WZskrKfr66CloMUcl6R9c1PB55fOadMOw2dSxHd8BFMs/lo94buYUmQNsLVQDI3gVwYqMiWxK53ks6tESlFTLjo1IBL/oEPhuqPhd/BbF9oLkoVVKAbASLP3hLaXEeeIeBowqqcz1PNkCqhIe0kVZv+Y+Ault6tEp3Q3gfRR4dpVB1BHbfAa1fB69oOPSiisjXoUOHjv9Q6MRKhw4d/3Zk/roH/6QwTZkS8lR6IJeMn3dTmVFM1w+uxD8tjj7zbmL1ZR+x9/XftVt4v+b0/PIGjD4mkqf15/jcjdgKyjH5eZFy2wjNNnjs02WU78us25HBQIfPbiawfaIWf24O9OXEZ0s59NhXFK3Yrc1F2QvKiBjbjdhpIzSSJSXAwX1bY7CacNXYMIcGYPT3OUWsvJrFYfAy46qy4d2sCQaLWdv2P4LAR27Ae9xQ7XglRt13yljc11+KuVVzbNv2KiLkZcVdVqGpWa7CYnWf1YL7QDo1V12vFvO1qKrCedMN4OOj/U5aa5h6g0oClHkfmS/7+A24/WmIbKK2dfKoIlUCmZdq3wcGjFNKjEW6iTxEWFLvRHE6HafPvYmV7vrX4ILr1PZ9feuivGURvfBdGHeLmn3ycsIv09Ut+wg8MEctzs1+6rzKiyAoUqkyohBFJ0OvsSplUGx5Mx6EpV8pwvHYYkjuoNION/wIG3+EH5+FI54Oqu0/4x59EdjsqoOrpgaGjYJ5sxqez+I50GMotOoCBTmwbRP0GafOYdIdsPw7yD6mCJUQFrEFirq3U4iDCfaugAvuU/eJBfDYDkUE5RpKMuKUF6CXFPXaYdajsGo21JTBjnOEMxScgNn3q9+b9VbWQHk/5bJa/dT1H/2UIm9a+Mjv8PPfoPdtirzKTFRRNvhGQ00JBDVRSp90d/0ZvILALxqKDoK9TCX4CTkTxUrCMSLbg8sIuWvgyPdw4md1DH2nQ9PJ6tjiL4Sdr6jXSMx6SHMw2hQJO/yhCseoOgGbJvz58ejQoUPHfwB0YqVDh45/O7Y8Op/8jccITI2k/HgRGT/vUqQmNgSfuFDsZVWEdEwkvFczAlvFEdwxAUeplO2asRVXYo0KIqh9AnlL9tD09hGk3D5C674K6daMVQOfPrXAN/t745sciavGrtn+/JrHnCr9zf+5ruxV5qvCLuiGV2Ikrqoa8n9YQ3hQANbIEHJm/IIjv07NEPtf4KCOGH28yPts0T9MqgRe/btiMBq1vishS8a4SCxD+0NQEKbeXbHvScd5+Bi2bxbg3HMQ57EMDCYThvBQbJ/PaUiq6kNIlWDfbnjo9jMf/+lLSG2jCMm30xs+5id9UiY1NyTqVH4eFOZCXgZ8shb++AZmvaZiz+95Fzr0VzNX73nmrB6aAz1HK9uY2dM9pCmUbhVM8cOrEBkL3S+Ewwfgp7ehKEftO6GlUnJEyRBVTuaOirPVvqrLITtdKV2iYFmsEBylXnf9O9Cyp9qPEME+l0Kb/uDtB8vqBYCER4Cv5/wkhv+W+yAnDxJTYe0S6DUc4pvCJ8/AjvWKpD3xlSJRtSW5st+R10BpoSJ13UfDjmXw0d2ema5EGH6n2rccvzzn4Bo1F/Xze/DoYvW+SRx7t0nQfqp6H356BI7VUz+TOsLlUo7rDV8/BHuXq/tTuilSKYRJiJxm6XQr5YgKVTIc30mpUaIseXsUy6PLIbIjeAfClhnnR6pCW8CYL8EnHI4KWbse1jwG8YOh5ChEdIKY3ur9kqCQg5973sfR0OzyupCLgHho/5T63SDvn8x0ucEnDFreqRS9/W/8+fHo0KFDx38IdGKlQ4eOfztEKTo6d8sZ95cfztdIlTXYV7MF+jeLovndIzB6mXCU11CZUYRvQgQGLysd37uao58tJ7hLikaqhJhZw/y134U4CRxlVWTNW0vspb2pyS3FEBRA0ycnc/KjX6jJKDi1X2dZFbumvEL4hd1wVtRgSYgmf95K8mYvO5Xsd+oYV+9kb7/bMfn7YDtRa3f6x+DMKsCtkSMD7soqbNv3YxkzArfEnhsMWNq1wBgXTdVrn6gXVFRS89Jbf75hXz+1WC+v689qgN++h+3rlKqSdZq9cvFs6NAHElvAtx/C3Pdg0AS4+0013zPhNtjwO6R2hGFT1H7G3QhrFkLGEWjRTSkpQqRElTm2C0IjoSgX3rpF3f/h3TDraagoVYvyWohyNeY2pY59ej8c2aES7doPgdxjsHc1RCXCoCtUUuCquYokdR9btw2tEFhIhQ/ENq+7PzoGw7U34PaSdD0TBEjwRCU89b66XlfdrWaY5Jp0HQBT+0FpsSJQErQh51RaANe/DGndFemc+STc0Kbh9ZMurln3QpeLVJnxqpkNz3H3MugmUfmVENZekQtRvS54HN4fDcNvh75Xgm+QmtOS63XR47B3sHr9wdWeCH2zUhC10l/5MNnAXqWskhtnqVALUadEXRJlLX8v/HSHCrYoO890ROm6CowHWwUkDYbgZNg3S90EvSQ2XQitfNYy6l5nrY3dl4tmUCqkzFY5KpUaaZTQEbPqohIVK14i6XVipUOHjv870ImVDh06/mNRsjuDdVd9SniPpuStOoh/WozWeSXlwILNN35Btzm3YA014x0TTMvHLsJRXo3TZsNgsWjWwJDuzShcvf/UNo9NX4pfu2T82yQQPakPLqcLv1bx7Jj4YoN9Vx3M5OTb82mz9GV8mjdRceMuN1lvn9kTZPT3xeVRqrxS4zUiJ2XAZ4NXxzRtbVmzrfGQgIqPv8HarT0GXx+qf1tN5fuzsI4chLlP11MWO1NwAJZh/XGs8oQa/Bn6D8Lw5PPagtv98jMw/ywWs9yzLK6L8uCBSQ3vEyVGSJWQDiEBQiriU9XfcoJi/5OuqLIKFd4gC20hE6u/h9euUQrT6ShrJBXxp7dg7fdqH2Kbq8Xyena9Oc/AD68rsiMEqmlHZXPT1CvPfqWEuCSnYVBEdbWy/8khy+vcRvAVAiDhHzYIiwWbpxy5NtpdzlmIifRWic1u3jtwwY1KMRJFKrHVmecgyo1ck2+fUBa+0/HZXbB5AfS6Uc1VaVY9I9irITpVEStRqSRwROsJq1ZhD+0vgF2/qWsvEfS+kUqxElWsJBeKT8K396vwimw1p6fZC9uOg7Ic2PGdIkhyO18UHVBkTeyGxYdVNHt9bHpOBViYfWD3x3X3H/sR0q6HiK7q8Y2PQYvbFOEq3QwF28EUDNFDFPHK//uDX3To0KHj3wGPV0CHDh06/vMhQRYd37yckE6JHJu1juq8cjq8dSUmHytutxtXtR1bUQVuWcCbzBjMRqozi1jR64lTnVSt3p1GzCW9MQf6aP8JrC6opOpIDht6PXDG/ox+3nTY/J42t2X08aZ851Hyv1lO3meLT81YhV17IdEPTtEW5aVLtuI/tLv2e9YTn1A8+9czthl822RC7p6i/Ze38OUZlLz/TePnmpqkpQLa1m1TC3uLhYCPX8DrsrFKkSuvouza+7F9qwIq/gyGT76CHj0VKUg/hPui4X/ygnN3g2kQhWfyvdCqKyz/ARZ/Ca26w/M/qvQ8UaNuHwSP/gDxQjY881H39IKseh1Y/0wMuhwuewRC4hQZys+EvJPw60eQdQjKC9Ux1EeP3vD0K9Cso4f8uaC0DIxByhooREZsj7PehRmvwr3vwMDx6hpt/B0+fhKGTYXBkxXReutm2FYv/l/mwB5cBKHxqjPrtYsbFiLXx4PrIDxZKUhSDPzmMBXs8NDvivBp9r0tEJIAEU3VsW2dD7GdITTRQ3IrIPcgfDAeyvIUCTodAdEqeVCUv1rIfFZgLBQcPjPAIr4X9LwTKvJg2d8gqjOENIP0hVB8lnM5G7RZOZnvC4Ze70LcCEV8baWw6UF1/GIXzJivnqdDhw4d/0egK1Y6dOj4PwNHWTUbr6mb/Wn3+hScNQ5NwRISJaRKSEf5oRz8WzbR7IBGbwtGq/kUsZLZKnOQLwajATcGnOXVHH25cfXGVVFN1js/EnPrWPDzx6dtCk2aJ2i2v8yXv9aeE37NKIy+3tqMU9CEQbglBMFoJOTSIY0SK/9xAzFYLdqi3P+iQWclVo6DR+HgUbzHj8Tnmok49qVTfstjVM+Zj2VAT2y/r8Lx+8rzu3AREdp81qlIdVn8S2CFzAo1husfhtFTIH03/O0GVXjbGGRbMz1Kn8wbXfkoBEfCBw+pmaWtSyAgDEKi1UJdFBhReQr/gULec0FSBqc8AeFNwGz1FNga4cXx537dutVw4QDYlqNUKfnOsbRURXxLQIbEsMv8WU4mBARBXIpntsoEvUZD51GqNPnTR2HbUiiod37yvGnvQVIn9bckKbYccHZitW8JDL1bHcPRjYogCSSkouelyka45BN45ZA6R7m1HwkVoqDlQUCUmqf69WUoPH72cy7LVj9FdUodqIjN4EcgKBYOr4Kvr6nrABOyOfJNCJJaA7fqt1r6RO0JNtyuNRAiO0HRfhXL3gAGSLoQvMPhyI/Q4jqIGaDsmfL5ECtjQBLseP7c75cOHTp0/IdCJ1Y6dOj4P4vsRduIHtleI08n56wjY94GTD4Wyg/n0u7tq/FNiuDwmz9jL66zOeX+vJWoiTJY78Jpc3Hoidnkfn9alHU9CLHK/eJ32qx9B1OQL0arBa+UGKLumKARqppj2fi0a6alAToy8zHIrI7LrYk94fddQcmcX7GfqLNKVa3ehqVFkraQrFq17ZznZ4wII+DZezAEBWLp2ArngSNUfjgL++JzlyE3wJiLMTz7CgSHaP1fmi0urT288zncfT1UnmYBS24B469V8eIJqZDcEq4fDgW5KqBBiEZjGHczXHSLUj0GXKJKgkfdALtWQ/5JNc8j9rRP7lFzRP8SeEIxZIEuhENIzU5PuMO5IGQqORXWrICeA5RitfwXsARA+x6QkwEXTlXnP3QCfP8h3PQcBIUru6OPRVkgL30AVsxruO24NGjRW/EPOR6DBfpOgeWfNX4s8pwaseZVQnx7FWYhPVabf1Q3QUCEx3YoBcHybYEVyk6CTzAcWAYzroKSPyGv8j61GQ19b4WwpookYlGWwZR+ENUSsnbWHVOtvVOUpDaToUk/peb5RcG26bDxdRWzfuE8CGsFlbmwYCKUeJTJsLbQ8yWI6q0UuKQxkLlGkVdnjZoJKz8Ox8602urQoUPH/xXoxEqHDh3/Z5H72y5WDXsBS4gfJTtOaItq77hQ0p69DLfRxPZbZ1C0pm6+SpD/8xaK1h3CNzWG6hP5FC31LB7PAWdpBdlvf0/MXRNw5BTj27UV4deOxu10Ubn/hDZTJWmARiDntVl4tUrBb3hPvHq0w394D44OvfWUra7gqQ+p3rhLI18Vi1efe8faQryeY1sUn8ae1iQOy5WTcVdUYJ/+OZTXkR/DNTdAcLAq2nWIvc+gSNOIMeDnB9Mug+p6VrEOPVSPk5+/2m2TZHh3gZr5EeViwZewcRnsknS8ep1C/sFqgS9x3ZI6176/CnXodgF89pgKJTi6E/adncT+wxDytvkXNV9VkAnLvoYN88/9GgmreG8ONG0BWSfho9egrBS+ma6shKERcNX9MHoqVJZDszbK/rdlGfS6EG5/B3wlYtypSJYQEJk9q0VpHlQWKSVJIMpMk5YQGqe6tU5HzgFFqqTAWKyAjc0+ib1v2Scw8l5FVuX9W/4OHNsGmbvU62sh9kOZbzuxo6G1c8Ib0GYM+IQqhUveX/lseAVAaQaU1psRFDXrtweh9/0QkqIsfDFRKmBCjqXzzbB/HvjGQmga2MrAPw7i+ihi1e4m6PUMeAVro2vYzRDSElbcDL5x4J8AR75VM1iO80gl1KFDh47/UOjESocOHf+nUXm8AOTmQcrdFxI5sqP2e+tXrmBVr0dPPSY2wdTnr8QnKZLqjAJ2TX2TmqxGbG4GA+ZgfxzF5acWozkf/ETB10uxJEXTavlbGsmRSHRrbDjOymoVj+5wUjJvKSE3h2OwWnFX12CJjyTyzXvx7dGOsh+WUvD8Z1TMP1NFMYaH4jtV9SlVzPgOd1k5rtx8yp54A99rJ+HYn07Vl41/m+/1+osYu0iUthtDQAC2Z+oFcVg8i32RTISXiSVSVDVJBmzRGlLTYN8uuPxW6DYA2nUFi1k91+ZQKk2yzEdJwlspXPsoTLhVJf29+zBs9hS8LvoUugyFpHYqkl2sgVZvFVJwYh/sqRdEIH1TEp8uKX//LASEwKNzVaeV2A0/vAsObPrz17Xvqq6DXI/UVmDygbUrFGmU917OoWlrsFrB4QVLf6hT7X6VriwLTLxbkdCvnlPnXh+l+fD2VLjyFUjuprZbkAEVxY0fz9oZ0GUiNOsJITHQ/0ZY8bGy5dUnRgtfgKRuEJMGJdmw6xcoONZwWy0Hwg0zlbK1bxm8MabuseSeKjFQSJOXvyelrwZsRfDNNKjw/JtKGQRNB0PGJvh8MIz+FFJHedRBl6fMuQTslSrUovwkBKVAdSHkepI+21yjSLdAhDGHEY78AJVZsO7OP3+PdOjQoeP/CHRipUOHjv8u1B/50NSeOvi3TSTiwi6aJc43OYqQvq2oSm9omTJ6W2n28V0EdE+jfPNBDl77Gq5KKVgFR1GZFmghPy0+8g2/m8Jv/sBeVIlvu6YUzv4d27FsSr7+Df+h3TAG+FKxbjeB44dozw174Cp8Bnan4PnpVC1pmOYX9OpDeA/roy1WjYkxlN6ryJHMVMlNg5cXXjdeqZGwmq++w3VEzdAY0lpgCPDXItpFvaoP97I/MLRoqRb+hfnw/rtw632KcGVnwrHDcMElcM09qqtKbHFifZPEvuPHIDFNBV5IGp7VM38kyXQtwuDhT+CxS2HPRsg4BDd2g6ufht7jVAdVfgZs/aMhqZr8JIy8WdkBX7kM9q35J7zpQM8xkCKltE5FJJPbnR+xOpYOJUUQHqXKj2OS4cImcHgfzP0Ern0IWnZSKlTmMXj1noavXzwDln0DEfGQdfjM7bfsDZGJ8PokaDscIpJgw7fK7tcYhDyFxqpyYEn9G3ovjHoCrEJGVsH0G6A0V9kD371Y2QWz9yvl6HT0vw6CohUJkn2n9lLdWYItc6Hn1VCWASd3QUofKM9TM1cSSiIIS4Ux76mI9naXQbmkCH4OMZ4+rCPLVBDF3jlQ5SFi8ydAXG/I3wWFnhTC/J1qdkpIaFUxbHwBtr/55++NDh06dPwfg06sdOjQ8V+FI68vxCs8EO/4MLK+W4/BbDrVY2XLKdHCKqyRQVo/Vf3uqloE9mlD0MD2WupfYL+22u9FC9efetx2Mo+j179CyMQBVO87TvZr35xRyFu9ZR9H+t2A0d8Hr/Yt8B3YDWNwAAYfby1qPfKDx6hcsRVHZi4lr8zAVVqOOSVe4yyG4CD8r78Ud2EpZc+932C73jddifc9N2Awm7H070npsEsxREVq2xWiZHC5cB0/2fCEZnwMTVMhIRE+fg+qRJWoUda1j9+G0hKV4CczNhXlipQIIV3xM7z6MDz4tlJsThxSseTt+4F/mEeV8oO4popY1ZICCXCQW2OQdLyLH1DzTxJqcfOHcHvbv/etVscpce6SPjhgIhgNiozIjNX5zFYJThyF266AgSPgkls8s1mexEOBKHZqZ+qanV6+LPt/7GtFrPZvguenqPknCdBo1gWuflVFsB/dAU+PamifbAyiVIl1MCpV/U+0EBeL2DAN0GKACrD4xdNZJuTq4Kqzb0sSCGtVLiGcXSZBz6kqhn3HQtg1H2rKlX1z6hxFoCQRMM8TmOEfqWaxZBuBcTD4SYnKhLBEFQNvK4DfJWijHioy4cDchvctvwuy1qneqoNzVVS8Dh06dPwXQidWOnTo+K9C1YkC8n7fSZu3rya0dwuSbhrG6j6PYy8s12x/u697h/CRnSnfdYyC37ZpoRMJD0zEv2NT8uau1O53VdUoK2BJBbZGrIIlv2zQbueCq7xSuzly1lL42lcEXTsWU3yMmsWKi8Zv7ECN8JnioqhcvJqKT+cS9Ny9WrqgEC2/aydSOWchzsN1yW7GJjEYvL1x19gwxEapZD+xqFVV487L1xbf7qzTQgvycnHfeFXd3/N+U8W3slAfPR7mz4Ofv4GLr4KEZqok+OX7IC9bLajvndgwer3rQJj2NETEwcl02PRH3baFaAkxaayLStCkuceWWC/F7++F2Bkf/xJSO8CxfRCWoubIRJ2RuaSb3oLvXlOK2Z9hn8x+7YSMTBXckb4XFs6BEZdAXpYin+Fx6ibnv9FjfxR0GqLOS0qNW3aHpu2h58XQewKYvBRpkXj36KYQHK2ImRCvsvwzjyOhPdz4lSJpQnTtEhbhsXEK2ZNtVf0F++R3j0JsK0hsDznHoM81SpESktV5Esy4GjJ2qL8/mwjRYonMhzbj4MhqOLkBjqyAthPVc6I7qTkpORhrAAQ2Ob/jEKvgzo/O/7h16NCh4/8odGKlQ4eO/zrEX9Ufk5+3Rgb8mkbT4as7MAX4kvnVCo6//wsl6/afmrlqPfdhQi/oitvm0IqDdwx/lPRb3yWoX1vK1u6lYsvBOsFlaBf8uqZRtnQr5Wt3N7pvY6AfkU9Mw5IYTeH731Lxx0YK3/iKklk/E/HqvViS4zAkxGqqk8HPF7+Jw/G+bAzOvCLKP5iF//WXaOqTW8hSWcNBfoO/n/Yag78vNd//DHY77uMnsL/9PuYrJ+PasxfHd57kuLNBAhqatVBEKcsTnpCUCiERqhOpY0+IiGlYFFx/tkdIxZb+0G8cTLodnpoF79yv5nTueFtFus96ARZ9Bn5B0Hk4tO6tiEJCG2Uhq+2KWn2asnG+EBXp+e+gyxClvkm0u00IlZTWeqtI89TOMO0VuK2rOq/zwU9fqZvgomvgpidVIIWcW3E+BIbDozPgp+kw4zm13YyDal4sIFhZJsfeBi37qt/FWijF0UI2dy+HjqPhwrvV3wtfhUWn2eGim0NQhAopESJlNqjtaLH4TigvhvV/4ZpJofJrF0Cvy2HKe2D1BJIYTBAcBzfOg9xD8MmlkLVLnc9V34FfGFTkw8bPYf8PENdFJQ6aA+rqL4VsFx76C2+aDh06dPz3QydWOnTo+K9D0cZ0Qvu01LqqnA4HgV2baV1XyfeOpeCPnVQcUIlnQp6C+rTRFolGL4sqAraaKf5lk3arD7/OLUh6725Mgb6EXzGMA6MepOZwveQ0D0KmjSNo8nDNluaVmkB67+twl1fizC0k+4qH8R3ZF79LRuDdra0WDuGOjsJttmKMjcLaswOlz32AuUUyVfN+wZVXTy0zGjH3664FWhh8fdTi22TCPPZCLSSjatTFUHIeasZTD8Ll12ikjC8/UfdJN5Ovr+prEtUpOQ12e4IHGoNY4sZcC0lp6u8rH4SyCgiPVVa3i2+DX7+Eh2ZD6z6KbMlMlQQd5JxQBGXJl/DhrfxdaNMDmndQhE+2LWl9mUeUKiQKnsVUp17VQohA8y5QXQHH9py6poSEQ2HemWXITWRbXsryKHY4SekTm6GQxXHXw4GtsHI+7FkHr05T/VmJbRWRFOIifWYyRzXvJTiwEQ5vgWfWQ0issvZd9iKUFaokv6Zd4cBa2LtM2feiPD1ZBjeUnFBx9ULufn7x7LNZZ4MQ2lEP1pE1gZA1UQ59QyClJ1w/F17pD1GtlB1QrIgSwT7wAaiR0t7ZEN5Sxc8n9FPEWOx8e779+94/HTp06PgvhU6sdOjQ8V+H/Y/MwVFUQVCnZCpPFhJ9SR+V2udynZq3EjirbLjsdoxyn8xiGY1EXjeSYw99qln2BJaYMByFZVgTo7SZKYleN/n7Yo2PbJRYSc+VBpcbY2QYyRu/xLbvKFk3PIO1Qxrh7z6Kwdcbx8lsCp94j9BPntUUDCkWNhiMVLz7ZeMnJb1bW3djGdBLWf58fbHccTOWG6/TCJapXy9qrrvlzy9OXg68cVoB69olan4qMFSFNPQYCAtmNf56UYeufQKatlXKizxfUvKyjirFQxbwmYeVnS2xlWdBLxGDHjuhpAXKjM+SGWeSmfNFfhZUlil1SkjCly/AH9/A43OUNVBUJsn1/uhe9XvnIdBzHHQeoY5xxiOweRG8PANatIMdG+HBaxvGzv/xHfQdpWLnv/1AzaaNvb7xUuVty2DIVIhvpc4p/wQsnQN5x1Xce3IHpURlHVC2PCFNorpNfk6dh8ysleTASxfCkz1h3GPgEwDpG2HrT1CU2dCO+VcgCmFFEQQLoZPSZElhsYPBqubIRDmMTIW4tnB0DeQfgvCm6v2SJEIhlc5K+Ooitb3ut0KTnrD5Eyg++ve9fzp06NDxXwqdWOnQoeO/DkKeDr2gosllhspeXEVg5xSy5qyi8nBdWW/EuJ6KCLncOKvsOGxuIi4dQOmyHRQuXE/Ca7cSPLon9qwCjt36JpVbDuCdlkDZqp2Ur/eoHqeh8JMfsbZMxto8HnNiE42M+fRoQ+Alw3A63BjEouhyY46PwbH/CPkT7yDgwRtwV9VQ+tTb+N19LZYu7aj+/heq5y5SGzUaMbVMpfKxl/B5/WlM3TtjGtgf2snMixVqbJgG9Mdr+VJcO3dif+gRKCs7/wsm5OjkYaXQ1KJlR/APhK2rG5KJ0dfAiMsVYZGF/qr58OlTUJSnequEOP3yBZTkq14pIT/aPqph1jOKhB3ZrlScvxcnDsKLN0KXQbBng1KOBKLsSIqhJBpmHoRtS+ChmdBhEASGqX4qOebuo8BcqTq75Hi69oVOvWBNvXmsPZvh2gEQGAwZHgJRkAP9L4J9myE8EYZfCUvmqOv3w1sQ00ydv0bcflHK032zoVknRaAkHdHoBLfnf3qDIxRxKc5VYR6xLWDHb/BlIxHkfy8Jldd9fhP0n6ZUqnZj1HshvVpOsyKaUiZckgllOfDZOLhuEXgFKvVK+qz2Lqzb3vp31E2HDh06dJwBnVjp0KHjvxqiPB166ptGHwu7sBvOco9K4eeLNTJY+9vlcBJzzyTCrxiqdVR5N48nYHAnDo59GO82Kfh1a0Xg0K6ULFhzxoJXZqUyrnwCY0ggKTu+xhQWrM1LuYrLqFy5jeCHr8cUHY6rxo7vxBGUPPYmNb+qZDevsUPxu+tasFqwdG2LfesenOnH8HvnOSwjBuAuKcVRXKXNg2kKhvQQFRaDrw9usZdFRmAaOgTX2nU4v/8BbrgVQ0wc7tlfwIkTEBOnOqvEBlgLUTGefB+apCgCtW0N7N8Fb8xT5OmXb+Cle+uer6lBHtVDZn7evhfKPJ1M379b97weoyAkDAwuqK6Gld/C3Jf+Se8qqj+rtkOrFr/OhJbdlArz1fNw2X0wYLyawxLlxttbRavvXQfZJ6GqUtkgS4tVxPzpkPOqPTfB3HfU7ZEvYNAVapsRTeDL5yCmKcSlqoTFKX9T4RUdhymlqjALIpKht4Q91HjKmh1QXQrFOeAVBBn7IP084uH/HmTshll3KoUxMBaSukD+YVj2obID7loMpZ4vHOScfIOhPFf1X22fCxlb/zXHpUOHDh3/ZdCJlQ4dOv5nUbxsB+EX9VIJ2k4VqiAdV/49WhE17UKMgb4YA6U81U3k9aMp/XUTcc/fiG+HZrhsDkxB/hR++cup7Rn9fDBFhmA/moW1VVNcJjNGDNr2q3YfxnE0g+qDJ7BKebDThVeP9g2OR4tNNxlx22yauiB/G2OisAzpq801GaMjNdXDHRmuWbXsb32AY8kqDClJWN58C4ICcUmKXNNmcMU1GK66XiUHdu+jEuYi4yA3G1YuVaRi9nQYNBZGTFQ2ODnQ+bOg34UQHKYW//1Hq5TAWgK5cAaktIa4FEUyhHgMmqgseOsWw45V6rljblax56JYmQyw+rt/7Zsps1ZTH4DgADVzFRUPE+5Qc1bSz1WUD7/PhsM74LfP1bn+7VYV1rFhOaTvU9sZPw0GjIVtq2HGSxDfHKY+pCyNnz0DR/dBUmtwO5UKNuVhGHGt6qoSy6M4TVt0UeqVJAXKffI8gShb8rqCQ1BVBTuXwPzXIDIFMvdBdcOwkn86HDb4aLLqvso/Wkem6qOyEHb9BG0vhuITsPUsllAdOnTo0HEGdGKlQ4eO/1kcuvtjChdvJqBnSyKvGo7bYMBVUY21SQQGqxlnQTGm8FAcpZWYQwIJv3okXk1jtY4rIVHeLRNPbcvaLJ4mXz6JOSKEsl/WUfrzOnAbsBeVafNdpgA/7XmVc3/BnHSN+v273xocT81Pv1M9oDuWru2o/nohjp37tDAG18lMTGnNNOXLPu8n7A8+o+asPJ1V7sws7E89jfmlVyEwBONNt8GBA7iEDIg6JcqRxR+8fCEgFJJaKJWmfVeIaqZKgSXBrjBXxYuLGiXdS9ILJWRAZnFq7YCSjvf01XUH3WUw3PySmr0af6uKaV8wHXKPK6IgyXSbfoEtDc/1nw4hjdGJUFGmiNQld0JIpHpMUvuWzYFug6H/WBXO8cEDsOIXdatFi/aqEFhIWssuMPwqiE5Q6qCEWIgq+PBEWCjFwc+oMA5R5KKTPGl7npvMfYnFUK63KFLLvlLH1f9ydT0+uq1hMXL5mZH+/zKIDfBwXS9bo1hwH6z9UCUDVp0lOl+HDh06dJwBnVjp0KHjfxYSGFGwYD1Ff2zTlKngQR0o+n0LebOW4t+lhRbZbqvK0UiUzG3ZjmVT8tMqgscPwJFTSMn81ae2FTCmL9akWFyV1QQM70Hh299gP56Fd+eW2n2WFolULd9E+fuzqVm1WXuNfecB7afvDZPxvmw09k07Kb3zaaiuqTtIm43yKbdhuXAwrmMZ2H9Z1vi57D+IW7qdBCYThpgY2LwdomJg2RKYeA14G5WaJIRJFJvwaEWaRM3x9YdFX8O2ddBnpCJXYvsLCoNhk2CRR7mQOazbXoH+46AgG1b8pFQp2a6QM79gGHsjPHoxZB9VpGThx/zLIamAMm/VtpdS0WQ2qrxAHc/uNSqKPTRapQIOmKBSCiderxIENyyFN+9TCXpyvNLZJPa8qCBFpgQ+xrrff3gfulwA3Ueqv7XXODzdUzZY9T3MfRk6DoUTe2G9ZwZs/ptqpkl6rP6ToQVw1NUM6NChQ4eO84NOrHTo0PE/DykEtsaEYg71J/zi3lTtPsbekQ9gCvTHFBJAyLje2DMKyP1ovkbG8qcvxFFQgiNXfZsfMLovoTdPwBjkj9tswp5+EvvJXG2+S54jfVn+owdQ+pGKp3aezMEYHqItyE2pSfjddz0GHy/MqUnYN++ievZPDd4TV2Y2NR95+pXOAndmJuTnQ4KftjB2796F+7KL6tLkdu2GOx9T6pTEpUvp7RtPQ7teMHA0bF4N7zypNrZsPlx9v/pdlKrug+uI1YgpKsBCSJyUBIdGwf7N0KKzihj3CwXvIEhuC3Ne/P/32ZJzemqqsiRKcMZjMyA+FYoz4OtXILyJUouiwsHbDLc8qmLRRYgbfIlKDpzQDGa9BYMuAqcRUtqD26qun7z2i3ppir9+rua5RNnLOASbfoXMdPhlRh1xSj9tNklInQ4dOnTo+K+FTqx06NDxPw9JDvRtk6jmpny9CB7ZlfBbJ2CJDsXo562FRRy/513cNTbtWlXvbRgzHfHYtZhE1aqxYTtwnIypT+Iqq6B6zXasKU1wO51Ur92uPdfasRVhnz2LIdBfswKWffCNR0XylOYKQbBY8LpyAsbIcGrm/IjryPE/f49KS7CPvwjTtdfhLi3F9cF76v7a2ajvvoKF81RPldgARakSm+DP38Ebj0JNdd22dm2CJT9B14Eq+GH/trrHRJWSdLnaUqTgcPjsScg6Bm+ugrA4RSwGXgK/zfz/+9mSY93tsbk9eil0GwonD8L21YpgennBXRJx7vIUIterupKC33a9Yebr6uYfBFc9An3HKHXrixdg59q6fa2YB1npan5qxwqlVOnQoUOHjv9peCrUdejQoeN/GwlPTSVyymBtfqoqpxTvVimYw4NOPW7LKmB7kwnaDFXQ+AEEXzKE6u2HyHr4feK/fwmfji202ZqizxeQ84Anjtpixn9UP41YVSxapZGmoCdvI+CmS3FVVGlqUHaP/9fefYA5UbVtAH6S7cAuvUlTEKWISLPRROwKFhSxASqf9RNRVOS3IDYQsWDBwqeIBVFQUbAi0kVABOkgTXovu7A1u/Nf78mZZTabbEuySSbPzTVXksnZyWSSHOadc857+iDhim5I7HOVaq069txbSLjzJiT930AV8OWu/QepF/dRadUdyZVg7N1feOdPOw2Ok+rDWLIIOB6gVhEZp9TtGncChjnT3EGfkK6Br0wHWnRwr9u3E3jsGuDWp4E2F7pTrKfL33wJvO0lbXgoSXfHD2YDdRroADEJyJPukRKYHnK3WFmzABIREZUCAysiIlUbOlCheUO4jhxD7YHXo3rfSxFXs4rK0icBU9auAzi6cD0qXdAGMZJ5ziWTDbuw89E3cWz2MlT77w3IS0vHwVcmwlExCfHNTkHmklUqzbpVxZuvQpURD8MRH4fsNZuw79IB+YkhYk5rjMR+vRDToS1iWrdUySqQkYnU/g8h6fUX4KicgpwJk5D10hsnKvHzzkfM62/CUbEi8pb+idw7+rlbvYLt/pHAJbcAe3cAv04BbhjsbgGT4EXGVH32gnvupnDTtBXQ/Tr3vF1b1gHnXwHEJQLfjgN2bg713hERUQRjYEVE5MGZXAE177gCCU3rIeWCNqpFIzM1S81fpapNCbYM6WVn4PCkGdgu8xZpElDV/WIUYmpURfa6Ldh59YMwjqVbal0Hkq7ujtgGdZC9aiOyl66CkXpMra8y+0vENm8CQ1K0Z+SoSYMzP5gII7kK4u+4BYbMB5WZhWPnXQqkuVNzO59/ETE33wrj0EE4HE7k9LwS2LnDnWb9tgHuDHVTvwCOBrglZtwf7mx40sVuxR/Aya3d441kkuAhlwJ7/+X3ioiIogrHWBEReZCWp71jplhqyhg0W/kZjJxcOBLi3MkhcvOQl52LnEPH1HglCagq9eqOuAZ11ATAuYeOIq5pQ1Tofg4q3NoTcS2bIuPXhTj86MvI+H4Oqk0YhYoPD0Du3gM4dNNDyN3pTmghyTFUa9aUacj85GvENG8KR5MklR3QkZDgHm+V7p7U2NGlK5xXXwtUrAiHzI01Zzawd4872Jn8C9D2bPeEr90uAfr3Kv5zvqAncO2dwL//AO8+454PykoyAppjmWRMlryO2LkBmDUFaHwmsPhHBlVERBSVGFgRERXHlYtDn/yIGndfA0dCPNKXbUBMo5PgqF4Nla6+EPUbN1AT+cbWrw1Dxh3luFR3wZx/d6PaqMGIa9IARq4BZ7XLkDnzD7g270D8+W1U1sDYk+sh8ZJOOP7e50h/9X+oMPg/yDt8FFlTf0ald0fB2age8g4dQea4CUBOLrK/+i6/q5/z8itVF0DjgIy7csA19DF3t8KGpwAtWul5lWKA1u2K/4xlQuBBL6l5sNCyA7BjE/DlOyee73AR8N/R7ha7d4YAYwYBfR4Gjh0FPh8NHPIy2SwREVEUYWBFRFQC+16cgCNfzERe6nG49h9Gxcs7ou7/nkZeVjaS2rdAbh7UmChHYgJSJ/6gMgIaMU7UGPu0Cqok5boscW1awIiJRd7hVMTUr6O6AbrWbVKvkfnBJGROnKrSlsee0waOurVUUOWsVgXGtu3I/uxr987ExyPurTcQc+21MGLikFehAvKktWr7dvfzB/YBe3YBJzeR9jdgzq+F35C0Pl1/J1CtJvDdp8CxVHdmQskiKAGZZA20uuFB9zxQ4saHgIcuBZ7ry+8OERERAysiotLJ3rQj/37O1l3IO5ahWqbyjqbh2Kw/UaHbOXBt34uj73yJnC074ayagtwDh+GsXlmNx3IdTEXF//RBRadDDX3KgwNZS1cja87iEy8iCStkWqaV65C3fhOczZogb/suuBYsyS/iPO9cOC+9RI2jcjgMOCS/xrffnEitnn4cuL0XcO1NwP49wK8/AdfeAqxfBaxxp33HTfcCAx51p04/5wKg74XA2GHA9XcD/64HpnukSt+/E2je4cR9IiIiKoAtVkREZZC9dgv2/OdZJHVqg4yFK5A+awmc1asgTxJR5Liz/EmrVM6hNDiOpsNw5cFRt7YKwpwpVeCMiVGTB8ef3x6xbc+A669VBbZvpB1DWq8BiDmrJXLXb4Kx78CJ52QiYGki0+mHJGhT0dVjT7rTrU+cAGzeCLzyHFClGjBhOlC/kXv+qgduBVYtA05q6J7TSsZL1ajjbsHavBbYuwuoUgdoeBqw+kQwh3FPAgd2ursWrlkMnNwS2Lqa3x0iIiKNWQGJiIKo2rjnkHRVVzgMIPvfPWosliMxHnkxsXBUqqQSQLg2/osjNz8I14p1QMUKiG3fGnmb/1UtVb7E3HcfYoY8puaNyt24BXlJlYH6Dd2tVksXw+h1hXu81VlnA+9MAjIygMpVgBFDgSkfAxPnA2ed6y7/zUfAk/8BPpwPtDwbcMa453W6uxuwcRVw9iXA9QOBxpL5rzIQnwTkuoBPXwA+e57fHyIiIrZYEREF15HHRiNn7SbVwnRs/NeIPb0xjPQMxHfviORhA5F3JBXOmtUQ3+VsuNZtRsr3nyCmXSvVJVBarFzzLN0ELXLHjkXerNlwnHa6GufleHPcia6AjU8FqlUH9u11d//7Zw1wWktg9w4gKRkY+AxwpnTrk5YuB5CQ6P67Og3dXQNFpcruIOvIQWDQGKD2KYAj1j2hrvq7OOCKOxlYERERaewKSEQURJLhL+3Vj/If5yxZoW5zt+xA4jWXuOetOnJUrY9pegpiz27jThyRkIikIQ8gbd5t3jcsAVG9ejCk5WjJImDTP0DLM93B1cL5wP597nIZ6cA9NwLNzwQ6dAHuGeJucXJYElXUbQQ8+gqweytQs557nQwCW70YSKrkDrIksYW1k4P87bZ1/O4QERFpDKyIiEJAWq2O3PiAu6Vqwxa4Vq4DkivByMmBIzZGBS55Bw95/VvnzbfC+fBgOGrWUmOqJHFF7v0DgFtvBzZuAL787ETrlRmEHT4E1GkAxCcCmemqCyFyDfftaWcBjU4HDh0A9u4AKlQCFv3q7gZ4Sgt3cCUTDucBOLQbWLnQncBi/JPld8CIiIjCHMdYERGFkfibr0PSkw8ib9ceHL9zMPL+PZGJUGnYCLFfT4Wjbl0gLh5ITYWxaydy07KAhierAMoYcCuwQbcmSZKKSXOA6rWAvTuBnBx3ooq5vwCdrgIqV3c/TjsC7NkOvDjI3UK1aAaQmQG07Qa89C2QkOTensxXdWNTIMs9STERERG5Sd8OIiIKE9kTv8bRFl2RdtGNhYMqIZMDS2tUVrb7Ni8PeUuWAHXrAUcOu8dWnXnWifL9HgDq1Adi44B6JwOfvw/cfhnw/Zfu52WCX+lOKLfvvQAsnQPM+c4dVIlVvwNrFqnXURkE501lUEVEROQFuwISEUWSnTuQN/JFOHv3gbF7F/ImfgZj3To4QQyhqwAAUThJREFUGjUFTj3NPTGwjLky7doOGJKa3ekOyrZvArZuBLZvAaZ/BnS6HPh+IvDmk0Cmew6tAiSYGnQJ0LS1u9vg+qXl+naJiIgiBbsCEhHZgaRSb3UWsHE9sGd3wfFVz78LnN0F+PU7YNTjBcdfERERUUAwsCIiIiIiIvITx1gRERERERH5iYEVERERERGRnxhYERERERER+YmBFRERERERkZ8YWBEREREREfmJgRUREREREZGfGFgRERERERH5iYEVERERERGRnxhYERERERER+YmBFRERERERkZ8YWBEREREREfmJgRUREREREZGfGFgRERERERH5iYEVERERERGRnxhYERERERER+YmBFRERERERkZ8YWBEREREREfmJgRUREREREZGfGFgRERERERH5iYEVERERERGRnxhYERERERER+YmBFRERERERkZ8YWBEREREREfmJgRUREREREZGfGFgRERERERH5iYEVERERERGRnxhYERERERER+YmBFRERERERkZ8YWBEREREREfmJgRUREREREZGfGFgRERERERH5iYEVERERERGRnxhYERERERER+YmBFRERERERkZ8YWBEREREREfmJgRUREREREZGfGFgRERERERExsCIiIiIiIgottlgRERERERH5iYEVERERERGRnxhYERERERER+YmBFRERERERkZ8YWBEREREREfmJgRUREREREZGfGFgRERERERH5iYEVERERERGRnxhYERERERER+YmBFRERERERkZ8YWBEREREREfmJgRUREREREZGfGFgRERERERH5iYEVERERERGRnxhYERERERER+YmBFRERERERkZ8YWBEREREREfmJgRUREREREZGfGFgRERERERH5iYEVERERERGRnxhYERERERER+YmBFRVp1qxZMAyDR4nIZr755hv12zaXLVu2BHT7sr1AbzMcPfjggwWOoyyNGjUK9W4RBRTri/AidYzUNePHj/dZpmvXrqrMsGHDynXfoh0DqyAGI/Xq1Sv0XL9+/ZCbm4vly5ejatWqBb7848aNC/i+yA/K/M8+JycH+/btw2+//YYHHngAiYmJAX89Igq9wYMH5//uzzzzTK9lJk2ahGeeeUYtR44cgV0tXbpUHYdmzZp5fV7qQnl+9OjRZdr+H3/8kX8cpV4nijSsL7zr3bs3Zs6ciYMHDyIzMxNr167FE088gSpVqpTzJ2T/INBOYkO9A9GkT58++OCDD7Bu3TpcdNFFOHz4cLm99tdff401a9agdu3auOCCC/DGG2/grrvuwqWXXopdu3b5/Lu+ffuiQoUK5bafROS/q6++Gn/99RdatWqFa665BitWrChU5osvvsi/379/f9se9unTp6Nt27bo3r27qns9yXqzXFksWrRILeLkk0/GWWed5eceE5Uv1heFybnaHXfcge3bt6uLUEePHkXz5s3x1FNPqYvSchvuFi9erC4oHThwINS7ElXYYlVO5OTm448/xubNm9V/5OX9RZfASioCCaZOP/10df+MM85Q+1QUqVTWr19fbvtJRP6pUaMGzj//fEyZMgULFy5UdU80MwMmM4Cycjqd6kKTtNjNmzcvBHtHFFqsLwq75557VFA1Y8YMFZjcf//9+L//+z9ce+21aNq0qWqljgQZGRnq/E1a3Kj8MLAqB5dffrm64rFjxw5ceOGF2LNnD0JJmmSff/55/Pnnn+pko3379j67D5pLUc27X331ldfnH374YfX8LbfcUmB9tWrV8Morr6ggU5rXd+7cibFjx6r1xfUTbtGiBb777jscOnQIaWlpWLJkSYGuTtK69tprr2H37t04fvw4Zs+era7a+xrvERMTo8ZILFu2DOnp6aoV8dtvv0XLli0LlZVmbNmP0047DaNGjVL7LRXX/Pnz1Wv4cvHFF+P777/H/v371WvIVfOXXnpJtR56uvLKK1XXAznRk/2XE+OePXv63DaRpx49eqjv9S+//IKff/4Zbdq0QYMGDQLWxVl+99OmTVO/P7lANGHCBNSqVcvn35100kn48ssv1W8rNTVV1YXeutLcfvvt6re3detWVS/I70Uen3322X7tt9QRUudKAOVwOAo816FDB1SuXBk//fST6qJt6tatGz788EP1Wz127Ji6Wr1gwYJCdVlZSHdwOY5y60nWy3H2VNo6U97X1KlT1f85UkfJMZWLa/L/D5EV64vCF1uku5/L5cKdd96p/s/2vNgs/5/7c55S2rquSZMm6vcr5wWyfPbZZ6hZs6bPL7Ln+VtxY6xkfz///HNVT8r+SL332GOPqWPhq0tfx44d1cUoOU+R863nnnvO535s3bo1v2eEdb/s2jWQXQGDTP4jk8BDxjbJffmPLlzID1mCKukOKEGWSYIRGS9g/hCke4s3//77r7pyI4FjxYoV1Q/M6sYbb1SVkryOqU6dOioQkYri119/VVfVTznlFNWS1rlzZ5xzzjmFKjKTnBzKyc3q1avx/vvvq5MzOQGSvze7Osmxvuyyy1RAYgZVcoIZGxurTpCspNKQk4+rrroKq1atwnvvvYdKlSrh+uuvx++//64qDlnvScrJCY2cIMrVK/mPSSpauZ+VlVWg7OOPP44RI0aoClYG/0rFJZXTvffeq7pmykmpSSoyCbj27t2rTkTlhEiOrRw/+RysZYl8kRYqCXikK6AEEi+88IJa9+abbwbkoMlVXDkRkO1Jq7d0F27Xrp2qS+Q/ZauEhAR1oUDqiv/973+qDpR6QX57Mn7BSgKFbdu2qfpBTl6qV6+O6667DnPnzlW/afk9l9UPP/ygrkDLflrrOumS7a0boPwW5f3MmTNHBZHyPuQCyaeffqp+vy+++CLKS2nrTOmKKOVlnZyMSX0idWeXLl1www03qDG2RCbWFwVJHVG/fv38eqi0SnKeUpq6zvz9SyA1efJkFaTIOYsEQr6Y529y7lZcN2+54CT1n5wjSX0hF22kTpFzEWmtk3rTk6yXcx4JHmUMq5wzPfnkkyrAGjt2bKH9kGMwaNAgNQZVzrlMdh6TKs0RXAJ4DGbNmmWIPn36GMeOHTMyMjKMpk2b+izftWtXVX7cuHEB/xyGDRumtn3LLbcUeu76669Xz02cOLHY9+Lr+YEDB6rnb7rppgLrGzVqpNZPnjy5wPqvv/5arb/33nsLrO/du7da/8QTT/g8Pjk5OcbQoUMLPBcTE2NUr15d3e/Zs6cq98MPPxQo8+abb6r1W7Zs8brvn332mdqOuf6UU05Rn9uMGTMKlB8/frwqP2fOHCMuLi5//UcffaTWX3755QXKt2vXzsjNzTU2bdpk1KpVq8BzNWvWNFq3bp3/+KyzzjJcLpexZs0ao2rVqvnrExMTjaVLlxqHDx82KlasyN8p66oivwNJSUnG8ePH83/TDofD2L9/vzFz5swi/05+G56/D191gefv67XXXlPrH3rooULbFCNHjsxfFxsba2zYsEH9lpOTkwuU79SpU6HXbNiwoXo/8pvz57O/9tpr1b4MGTKkwPrffvtN7Uu1atUKrO/QoYMRHx9fYJ3s+/Lly4309HR1nL29jllHSP3na1/69eunysit53NCjrM/debo0aPV+ksuuaTAeqfTqeo2/oYC+39sJC+sLwofkwEDBqjfz9ixY0t1LEt6nlLauu7tt99W233wwQfz1yUkJBgrV65U66XOKW6f5DzQ2/OynZ07d6o6rU2bNl5ft2PHjoXO68Rll12Wv75Jkybq/GXRokVeX8f8u6L21WZLyHfAdot5ApKVlZX/Jezfv3/YBVYXX3yx1xMlb+/F1/N16tRRP6hvvvmmwPpHH31U/V2vXr3y19WuXVsFGsuWLfO6rW3btnl9zjw+mzdvLhAAeS6ffPKJKte9e/cC60899VSvgZUEMd5Oqsxtyb5WqVKl0EnTNddc4zVAffjhhwusf/fdd30ee89FKnFx9dVXF3ruzjvv9PkcFx4D63dAviOe9Y0EWdnZ2QUCdn8CK6k3rOtPPvlktX7+/PmFtik8X/ett95S69u2bVui7+/ixYuNQ4cO+fVdl4sSmZmZBS6WyEmlXPSaN29eibczatQote9nnnlmuQRWZakzzUC3S5curB9YPxT5HWB9UfiYyMUX8fzzzxdYP3jwYHU+ZS5lPU8pbV23e/dudaG3QoUKBdbffffdfgdW5sUZqTM8n5NgyfM5M0CSC0ye5VetWmWkpqZ6fZ1oC6zYFTCIpF++9KWVLmOvv/666oIhzb/hwhw75TnuoDSka5s0X0t3QulGZ3a3k24+Mp7C2hdZutZIF6C8vDyvfX5lP0499VSfryWvYx0H4Um6JXlrXt64caPqVmcl+yoZfqSLnqRb9iRN6LKv0v1GmrqtNmzYUOCxmYhEtunZpUCUpAuTjIkQ0l3HM6uYeUyKOjZEwkxUId1fTTLO6qabblLj96Qrm788MwxK1xT53Us/fU/SZdAz+6mv34v81mRsg3SbkXFZ8fHx+c/JeAd/SDdl6dYnXeekW5902e3UqZPK7iVd/TwlJyer7oByPBs3blwoM6o8Xx7KUmdKd56BAweq7sSSnEi6JUl2MOmmQ2TF+qLkHnnkEdUtzzR8+PAynaeUpq6TLnTymitXriw0ROLvv//2+8tsnnc0bNiwUP0iXQN9nXd4ngOZ9bq3senRiIFVEPXq1UsN7pNxNm+99ZYaqOctM1WoyKBt4W/ad+nrKxWEJFmYOHGi6kssJwRyEmcdc2EOWJfUx7KUVnHj08wTNQmWPHm+R/O9y1gpsx+wNzJ2zJPnWDJfAar5fkuSrMQsKwk/SrMvRCY5AZe+9xLkPPTQQwWyfpknUYEIrLz9vmSdnCAU91vx9XuR/7zl5F9+l3IBSoIDuTBT3DjP0pBxBJdcconKmCgJInyNr4qLi1MXQ6SOkhMaqbflpEH2W8YjyGKedARbWepM+T9H3qcEhnLR6NFHH1XrZdyojJdgllcSrC+8MzPomfOMmurWratu//nnnyIvchZ3nlKaus78P99bnRuITH9m/SLju2Qp6zmQ8JXkLBoxsAoiyeAk3n77bdWCIwO3JQPdmDFjEA7MCTNlkKU/JGGEBI7yHiWwksHpQlrqrMxJSGUiTvM/+9KQCY6LYraWSbDkWelIJSmDuK2tiUIGsptXbQLNfL9SIRdX2Zpl5Uq4Z5INopKQFhgziJKrq56kVdlsrfGH/L6svyVznT/fWxnYLL9RaeH/6KOPCjwnCRcCQQIomb9PLm5JYCW3UkdLEhnPOX0kiJFkMZ4Dv2UAuQRW/vB1IcazBc+fOlMShsgiQaJkGpPjKhnOpK42W/YpurG+KLpF3lsLfCDOU0pT11nPaTxJwgt/mfWLXJDzlumQyobp1suJmbZTMsTJPFLhQE4gzK5C/pCrKZKtSk7cJDCQAEvWeW5XutRJl5ZgBTJmBj9JL20l6dGTkpIKVViSUlSCS28nNIFgZh+T1rySlvVMfU9U2t+zpP2Vk3brIlns5HtuttJ4kt9DSScCt6YNFpIlT7a9du3aMn9Y0jVGSNYrKzkBMZ/zl0y3IEGUBFRyoiJdbr1NCuxrX0Rxqd/NE6GijqV5tdcMgk3e/l/wt86UkzzpCjhgwACVUl666gTihIwiH+sL3/8XS2Y8adkuahqJ8qjr5AKw7Iv0AvKsUwIxEbl53hGsczKT2TWyvFr6Q42BVTmRcT6SjlJO8D/55BM1z0woDR06VP2YpCnamn7Yn+6AMl5h8ODBKrCR5m3PcRHSJU5OZOTET67WeGuWPvfcc8u8D2ZF5dmdTloJvZFUqHJCKOPfPH/w8ljSK/tD0kvLSdGzzz5baM4qObGzXjk2y8pcNd5OfGTsVUlPfCl6T5Tk4o1MNeBJLnwIX5MFS/0kJ/oynqg41m6GwmxJkd98WZljTyXNr7WrkvwepF4JFKl/5OKFHAepg70FVt72RUg3uuJOQOQ4iqLqMbmgI6TrtNlqJbfSdc9TWepMeSwtk1YyhkMCYGmt9DWdBUUX1hfeyf/DcgFcfjPvvvuuavW18vfcrbR1ndSrcp4ikxSbZN+sj8tKpnKROkbOmTwvmJndFmUaGX8dPHhQHVezl5TdRUf4GCbkBF7y/cuVEAmyPAc/ysmzrwnTZDB6UfMWFEf6z8oVUTnBl64s0oojXQBvu+22AuXkP19r9xezv691YKOMP5CB4FYyN4EkiJDZyb11AzTJ/E0SUMjkm3KiIkGdXFWVH7Xsl7z/ss5qLnMqyFVZmftJtiFBo7xW69atC3VdEtIlU67gS2uidIuQ9yUVgFQmclVbBt5LgouykqvN8jlLa4FczZcKUgaQyzwX8p+adAkwW9msZWUMhMy7I/NbmJ+XXMmSQaw8KSJv5Hsu3xGZY8pbVxRptZDvjsy5Jifxnv3h5QRCgg2pZ+QChYyNlCQw1jnoTPIfrWxPxvJIghb5Dcn3W7o8l5XMDSeBg9QjUndIq4587+UChHTN8faffllIkCIBzFNPPaUm7vSWWEaSWci8W1KXSQuPBEtSh0jLsxwfGb/ki0zcKRdSpG6RK8rSci/dbazdv6XelTnGJJGGjHuSOlBOsnyNdS1tnTlkyBC1r1JHy77LSZvMjSMnNbIfnol8KPqwviiazMUkv0k5P5ILIVJvyEUJ+c1K65G0IpVXXSfzEMp546hRo9S5o5wfSCIiz4snJpl43DxvM289uy+b555Sz996663q3EnqFekOKNuXi7jy/qWFvk+fPmpcmT8yMjJUfST1kpzHSr2XnZ2tXsuf+QnDWchTE9ptMdMS16tXr9Bzp59+ukrxK+mPZZ4ja0rMonhLh1madOvm/Aoyp83s2bPVHE7e5mIpyb74St0pc1YJSQ8qc6b42idJvzxixAhj7dq16lgcPHhQzdX04osvquPja598va51kZSkcqz27Nmj5oSQeWqaNWtm7NixQ72eZ3lJi3rfffcZf/zxh5GWlqbSmko5SX1/4YUXliiVcnH7J/PJSEr7AwcOqPe7fv16NdeMpFL2LHvppZfml5X00JKyWlLZ33bbbWVO4crF/sdA5jISjz/+uM8yP//8c6F5SayLpP9evXq1qie8pcY167XGjRsbP/74o/qtyG/3448/9vpd9pXC3ayT5HdjXd+tWzeVsv3o0aPq+//FF18YDRo0KHbKh9IsUi/JPouvvvrKZzl5j1OmTDH27t2r6gWZW0bSl/vad885sOR9SP0jvB0DSVH/008/qflj9u3bp6ZbkJTwnunWy1JnSn0j00XIfGGyD3IsFy5cqFLwy7xmof6ucgn9MWB9UbLjdPPNN6vfvswjKf8fr1u3Ts3LZ52TqiznKaWt6yT1uZwHSHlZPv/8c6N9+/ZF1tNF8dy+nCNNmDDB2L59u5omaNeuXWo7Mjeh9b0WlTa9uHq6fv36qk6V9ytTSPjajh0Wh75DZFvSlC9XTKQFq6irzUTkmyR8kCuf/kzPQETRgfUFRSuOsSJbqV+/vteuNNIv2t8kHUREREREvnCMFdnKa6+9plIlS3/effv2qZSpMq5E+knLOBIiIiIiomBgYEW28s0336i5ZmReBpmAT5JWvPPOO3j66ae9TmpHRERERBQIHGNFRERERETkJ46xIiIiIiIi8hMDKyIiIiIiIj8xsCIiIiIiIvITAysiIiIiIiI/MbAiIiIiIiLyEwMrIiIiIiIiPzGwIiIiIiIi8pMtJwg+6aSTkJaWFurdILKl5ORk7Nq1C9H8/okoOKL9/27WL0SRXb/E2jGo2rlzZ6h3g8jW6tWrF5XBlZz0pKamhno3iGwrJSUlaoMr1i9EkV+/2C6wMg+YnPhFa+UcaRITE5GZmRnq3aAS/scvFy6i/bfF+iVysH6JrLqFWL9EEtYvkSG5HOsX2wVWJjnxi/aTv0iRk5PDwIoiCuuXyMH6hSIN65fIwfqFPDF5BRERERERkZ8YWBEREREREfnJtoFVUvPLQ70LRERKJenjbecKl4iIiOz7/3yN/l8gqWWPUO8GEUWp0wF8AGC/jJkAILkEMwCsB/ARgF52HuRKREQUhWwbWBm5LiQ0vSDUu0FEUagvgOUA7pCLPJb18QBOA9APwBQAmwHcEsL9JCIiosCxbWDliIlF1j+zQ70bRBRlJFAaL2l4AfwEoIvuCpgEoCGASwCMArAHQAMAnwKYBqByqHeciIiI/GLbwOrARzciY7WcrhARlY8WAMbpivUNADLScx6A4wBkprbtAGYAGALgZACP6+6BVwFYJBOc84MiIiKKWLYNrDLW/hjqXSCiKOLQY6eSdEvVoGLKZwF4CcD5AP7VY7KkjZ3BFRERUWSybWBFRFSe+gDooJNU9JdxniX8u+W6u+AWAE11t8AKQd5XIiIiCjwGVkREAWitelbfHwlgbyn/fhuAbgD2AWirx2gRERFRZGFgRUTkp8sAnArgMIAxZdyGdAe8DkA2gN4ABvBTISIiiigMrIiI/HS/vv0QQLof21kAYKi+/xqAJvxkiIiIIgYDKyIiP1TXLVbi3QAcSQmoZukU7ewSSEREFDkYWBER+UFSpccAWAZgYwCOpKGTX0iK9s6cQJiIiChiMLAiIvLD1fp2agCPoiSzeE7ffxlAcgC3TURERMHBwIqIyI9sgF31/UDPnCddAjcAqGsZd0VEREThy76BlUNOeYiIgkcm9a2mE1ZIV8BAkuyAj+j7AwHUDvD2iYiIKLBsHFjZ960RUXg4T98uAeAKwvZlsuBFACoCeDwI2yciIqLAsW/0wcCKiMopsPo9iK/xhL69F0D9IL4OERER+YeBFRFRGZ2hbwPdDdBqJoDZABIADAni6xAREZF/bBtYOdhiRURB1kLfrg3y65gZAu/Q82YRERFR+LFtYMWugEQUTJKtrzKAXJ29L5h+A7AUQAUA9wf5tYiIiKhsGFgREZVBM327WWfwC7ZR+vYBAEnl8HpERERUOvYNrJz2fWtEFHon69tN5fR6X+kgrgaA28vpNYmIiKjkbBt9cIwVEQVTA327vZwOs3Q5fMXSakVEREThxbaBFScIJiI7BVbiYwCpuhti93J8XSIiIormwAqOUO8AEdlYKAKrYwAm6Pv/LcfXJSIiomgOrJhunYhsFliJsfq2h2UfiIiIKPTsG1gxeQURBVE9fbujnI/yOj1pcAyAe8r5tYmIiCgKAysmryCiYInXc1iJvSE4zG/r2/8AiAvB6xMREVEUBVbsCkhEwVLNkqnvaAgO83cAdgGoCeDKELw+ERERFcbAioiojIHVIQBGCI6eBHSf6vv9QvD6REREVBgDKyKiUqqubw+E8MiZ2QGv1C1XREREFFq2Dawc9n1rRBQmLVYHQ7gPawAs1mOsbg7hfhAREZGbfaMPplsnIhu3WImP9G3/EO8HERER2TmwcnKCYCKyb4uVmAQgC8BZAM4M8b4QERFFO/sGVmyxIiKbt1gdBjBN3+8b4n0hIiKKdrYNrDiPFREFS4q+PRIGh9hMYnGLnjSYiIiIQsO2gVVCk66h3gUisqlK+jYNofcTgH0A6gC4NNQ7Q0REFMVsG1hVvfplJLXsEerdICIbB1bHEHouABP1fXYHJCIiCh3bBlZGngsJTS8I9W4QkQ2FU4uVtTvg1QCqhHhfiIiIopVtAyuHMxZZ/8wO9W4QkQ1VDKMWK7EcwEoAiQB6h3pniIiIopRtA6sj04ciY7WZL4uIyL4tVtZWqwEh3g8iIqJoZdvAKmvrH6HeBSKyqXAaY2UNrDIBdABwXqh3hoiIKArZNrCCgxMEE1H0tFjJnFqf6vuDQrwvRERE0cjGgZV93xoRhVaFMGyxEmP0bS8AJ4d4X4iIiKKNbaMPThBMRMEWTi1WYhWAX/REwU+HemeIiIiijG0DK7ZYEVEw5chYzjA8xE9Z5rRqFuJ9ISIiiib2Dayc9n1rRBR64dYN0LQYwDe61WpkqHeGiIgoitg4+rDxWyOikAu3boBWT+gWNZkwuGeod4aIiChK2Df6YPIKIgqi9DA+umsBjNb33wKQHOL9ISIiiga2DayYvIKIgikjzA/vcwA2AWgA4N1Q7wwREVEUsG1gxRYrIgommYw3nEngdxsAF4CbAfQP9Q4RERHZnI0DK04QTETRG1iJhZYsgdIlsFWI94eIiMjObBxY2fetEVHohWOqdW9eAvAzgIoApgKoGuodIiIisinbRh8OtlgRUZS3WAkDwE16vFVjAF/oVOxERESB0Fr/X9PIy3OHAfSLosNs28CKLVZEFEyREliZ/7FdA+A4gIs5vxURUalt0cGDdcnIzMRvYXgs+wBYpsfabgfwGoD4EO3LafqCXrCMBzAN4YOBFRGRzQMrscpy1fARndCCiIhKpgOAOpblfADZACaF2QG8E8BHepGWpOsA5AKoFKL92R+B/1/6g4EVEVEZROJ/FF8BeEHf/1B3ESQiouIdALDXsjwPYI7TifctZc4E8KvuHbAVwHAvXa9nAXgTwNMA9gE4ZulF4NBTZezSrU1zS5l0KA7ACAAvAhgDYAOAJfpi2iFLua66xa0TgAX6tTYDOFk/L/uzXq/fpedFjLX8fQUAn+n3Kd3ML/KyL/9YWva8dQVM1Pu4B8ARANM9uhIOA7ASwGB9nHYDGODRUmXojLdXWV5L/i6UbBtYVWh/K5Ja9gj1bhCRTUVK8gpPT+tuGQkAJgJ4Uv9nTkREJfMfAG0B3BcnoYxbNUB1C1ykW4pu0z0DHvby91frMa/dAXQEsMKy3YGyXb39XTrpkDWoKUp7ADUBfFnC8q/rboItATwBIE+vTwLwXwDNAdyq38fjlr8brlvsJKDqC+B+L9s+V7fsHfXx2u8AOFt3U++gg6fvPAKTxjrYOl+3wElAWl0/96Devvx/NsPSkihBYKgZdlqSk5MN0fwtl9HwdcNIatkj5PvEpehjkJiYyGMUYb8vuY3m928kJxsjw2B/yro4AGM0YBh6+Q4wqoTBfgVjYf0SGUu01y08BpGz1AOMI4Bxu0f98jRg/O5R9i7AWOuxbhZgbAQMp5dt/6nrZvNxVcDIBIwrS7hvN+o6vaJ+fDNgpOnlAUu5rrpc/xJuV/ZpgeXxQcC4x/L4Hr29Rl7+9jBg9PNYJ+VyAeM0y7okwHABxjn68TC93/H6cRX9Ghd4bGs8YEwLo9+WbVusHM4YGLkuJDS9INS7QkQ2FIldAU2G7hpyh34f0ra/VF8VJCIi394FMF93RYNHN0BpMUqzLK/rVhdvcwyarUNWp+rub9bEQzv0+rL0qJAWoLN0VztvySvm+fj7XrqL4B79Ph6wjNGqolvn1ljKW/e5JKR7o1P/v2Meq32626T1eO3Q49ig3wP0a4ezkrYuRhwjLxeOmFhk/TM71LtCRDYUyYGVSU4MluuxV431f7JjdJcQ6VtPREQn3KK77knXOW9knNCjJThgZpAQaNv0bX09xuuYXlyl2I9zdPe6Z3RgdlxfiJPxWIGUqwNRz32T8Wsmb/sd7l3XbdtilblxDvaP64mM1eGUhJGI7MIOgRV0St42OsiS/xAeArAawJWh3jEiojBSU7dAPagTKXiSVptmOgnEJo+lpDZ5JKuoqoOkjSX8+z91ko2eKLuOOkX783rsl+xTQ49g7CCAFpZ1Z5QhS61Dtz55HisJBEsjO8xaiewbWK2ezqCKiIImUpNXeHNUdwu8XF/xPEVfef0aQINQ7xxRhHn22Wexd+9epKWlYeLEiUhJSQn1LlEAvKUDgl8A1DYXw0ANy/O1AHyguwU216nPJUApqXE6gcU1Okh7RwdxP5fw73MA/J/ODHi37kJ4iQ5gpAt4SWzQwdx1uifDo15aq/4HYIhOUHG+l1a6RMsxkgCqsr5vHitpTftUX9C7VP+fc6leJ10NS0OCznYATtdJmTyzMIaCYafFHKB20uWPhXxfuJTsGHBweeR8V6J9gLk1ecXtYbA/wVhk0PNLgJGtBwofA4xHASM2DPatLAvrl8hY7FK33HfffUZaWprRo0cPo127dsaqVauMiRMnRtUxsOti+Fi2WMq0BoyfdNIFSXAxXyeQ8Exe8aaP15CEFi8Axh6dtGK+3mZp9/VWwPhbb0O29ap8v7wkr6ju4+9fBIx9gHFUJ4eQfVrpkWjiU8A4DhibAeNhj+QV/UpwrJL0fu3U+7lBH5cES/KKlV4+g14e6ySpxXS9r4b+uxD/tkL/ZQ1KYHXlEyHfFy4lOwY88Ymc70q0/8dvDaxuCoP9CebSEjDmWP5DlP/gOofBfpV2Yf0SGYtd6pa///7bGDVqVP7jK664wsjJyTGqVasWNccgmhbWL5GxJJfjbyucuiUGlCPmxNwCRESBZpcxVr6s1pNIysSOL+s+9HN1F5CHytAPnsju4uPj0bJlSzz9tMwW5zZ37lzExsaiTZs2mDlzZom2I92ociQFW1Pdd6qie+bX3HggRyYYkjM3B5CYq/tZeVnyHEB23InHib6yF0CXtZwNJrgAh7eUdXLW6ACyrGVzAIdRgrIGEO8CnD7KikzLdlVZXwWNgmXjcoEYb9vV64os6/F3mTEnsiMUKOtl+1LWJTuaU8Q+aFkx7uMhYnOB2BCXjckD4nx8xiLbCeQ5S1/WmQfEF1E2xwnklqGsfMcS5Pvug8sBuGJ8l02UH1U5sW1gBQZWRBREdg+sTBMASAqgF3WffZn5/kI9doA5V4lOqF69OmJiYnDgwAG8+uqr6Ny5Mzp06ICsrCzUrCmpDwoHYgkJMirELTk5Wd3+1ATIMweKHNKLpL/uCAyStJ3ajE5Aoo+K6K+2wN1vnHg87SKgio9UdGtaAP0+PvF4cg+grrfsDJKYoTFwo2X22Y97A40lW4MXu+sCPS35w8b1BVpYc3RbHKkCXPzricdv3gW0/ct72cxEoLPkO9defhDo+Dt86iAZHbTnhgDdi4hvO88DMiV4lbFKzwBXyWBTHy6eARyp6o5YH3oJuGGy77I9vwN2n+S+f98Y4LZPfJft/SWwReccv/194K73fZft+zGwVmeRuOljYKDlM/d093vAXzIYScZPfQk8Nsp32UGvAwv0wKrLpwHDZEZgHx4fCcyUmYIBdPsVGGmdSdjD8GHAdJnfA8B584HXB/kuO+oxYHJv9/02S4H35D8gH94YCHwiMxXL2LQ1wMf6vskpFyfKiW0DK4eTLVZEFDx2Sl5RHDmvuwfAZ3IipQc0z9LznEhrlpw7FXHhkSjq7Nu3D9u2mcmvvRs6dCieeUaSWntI0Tmuc/QiPy4DcPwLOKfJZXzdgnIw78QkP1ZSdiPgnGiZgnZ3HpDufT8cmxyI+fhE+5BjR67PfOCOGMD5idmMIPuUlx/4FSqbCzg/dea3ADm2+C4rV6rU/pp/u7GIsnGA83NL2fVFlJWT6kmWsmstZb3k7XZOccAZ737CsSrPPZGUr+1+40BsSgzy8vLgWGEAh303Fzm/c8BZTW93WTFlv3fAWdtd1vlnMWV/csC5SpddVEzZGQ44N+myC4sp+5sDzl267NJiys52wHlIl11RTNn5DjgzdNl1xZRd6IBTf0jOzcWUXeSAM1GX3eGlrPyOyonsRRENh5FHrvikpqai4Y2vY/uX0mGFwl1iYiIyM6Pl+r89fl+S5UoyXkXr+0dKCjqmpaGIi6S2JdfUR+oWK/Na+z8A3tYZnSQNbzhh/RIZ7FC3SAtUeno6evXqhW+//Vatq1Spkno/F110UaGugN5arHbu3IlaR1OQ1j6tUI7tXI/zw6J6N0ksll3GsglFzBVkeFxUKk3Z+GJSUWeWsWxcMZngglnWrF+KK5tlOdmOLaZVozzKyr4W1fyQbblYVpqyTh8TEZvk+5tbhrLyHTvxSylM2g1dRZSV39a+cqpfbNtixa6ARBRM0dRiZSX/Jd0vXWoADNQtWU31/C4v6TTtk/QtL5dQNMnOzsbq1avRsWPH/MCqS5cucLlcWLZsmdfysnjKXC1zcRb/eqX5fWUGqW4rTdnsIJU1G/Yipaw1CAhVWQlYcoNQNq8U37XSlDX8LFuefdhsO49VQpPOSGqpO3ISEQVYaf7jt6M9er6UBjq4+lNfJewlYzSkKxSAj2QcQpjMK0JUHt577z3ce++96NGjB9q1a4dRo0Zh8uTJOHSoiL5qntYFcw+JKJhsG1jF1T0DNf/zHYMrIgqKkl4ZtDsZCvKeDBAH0FpPTLlVdxnspyfT3AlAxmr3B1Av1DtMFERjx47F66+/jg8++ABz5szBypUrVaBVKuHWn5aISsy2gZXD4YSR60JC0wtCvStEZEMMrApboVuxTgHQUU4yARwAUBvArQDGA9ghGcsAPAvg7CLGZxBFqqeeegq1atVS46tuuukmHD16tHQbKEXjFhGFF9sGVoaRB0dMLLL+YUJgIgq8ckwyFJF+12OxJMNwNwDPA1io+9W3kZNPAIt0l0LpMihZdSuHeqeJwqUZmIgikm0DK9eBTdg/ricyVlsmUSAiClQdwyNZ4gB0tg6kztetV331OCy5jl9Ldxn8QrduSdnH9ITERFEp2gdwEkUw22YFzNm7jkEVEQWvjuGxLZMDerzVJ/o/IOkyeAWAKwG0BNBVLy/pHlF/6JYuWRbrrIREtsbKhShi2TawcsRwgmAiCh62WAXmGM7RyxAAjXSQJcuFAKpZHkN3I1wJYK5u2ZqrAzUiW2GLFVHEsm1gxXmsiCiYeFE58P4F8I5eYnWWwfMsyyl6nSwP6L9Zo5Nh/K2zVMv0P5t5bkqRjJULUcSybWAVV+t0lWqdY6yIKBjYYhX847tUL2/pdTI+qxOAC3R3wVYAWuhFsg6aZDLLbQC2ANibnY3tAHYB2K2TZezXLV0HdSsYUVhhYEUUsWwbWMVUrqfmsWICCyIKBp77lL+9AL7Si6gO4FzdgnUmgKZ6SdatW7Igz3foJM8c1oHWvhLcMhCjcsGugEQRy7aBlcPhyJ/Hiq1WRJFh/Pjx6N9fppE94ZlnnsHw4cOL/dsqVapgxIgRuPTSS1GnTh3s2rULH374oVpnGEah8oMGDcJrr72GRx55BK+88kqp95UtVqEngc73erGqrQOshjJuKzYWNV0u1NWTE0sWwpp6/JZTB2eyNCvB6+XphBqSDTsTQBaADJ1QQzIcplpurfeP63KZlltZd0wvPI+mAviFIIpYtg2s5ESK81gRRZ4ZM2bgtttuy3987Jicehavdu3aqF69Ou6//36sW7cOrVq1woQJE+B0OvH88zKL0gktW7bE7bffjt27pXNY6UlXs8KhGoVTy5YsIjE2FpmuwmFwjA6oJMiqYQm4zFvr/VqWQKyGXgLd+mkNtI55CcR83UpQd0QHcUcsizzmdEgRis3hRBHLvoFVZir2f3gbW6uIIkxWVhb27jVPi0tu/fr16N1bppl127JliwqsrrvuugKBVVxcHD755BMVgMltWbC1KvLl6u59spSEGYhJUJUkAZteKuiuhyl6gmPP28q6vPk35v0K+lZIDtsqegkklyXQkjFlOwHs0C19qToos7aomUu6x30J4Kicv5xEFJHsG1i5shhUEUWgTp06qcDq4MGDmDp1quoGKMFWWUj3wMOHZRTNCRJkLViwAPPnzy/zPqYl+riqnOuxXsoV1a8su4xlE6S/s4+y0pSWVcay8cVMG59ZxrJxOjIJ57JZlmbI2ML/OxYIxIopW9LtyuGrCKCSeZsFJBvuxwkxQHxcwSDOXGRdxWygYp47qEuOASrEuQMzCeTk1pxwRLZbNRs4VQ81y3UC2fLZ+RCXA8TmFi7rGXCpr00O4Mh1B3DZDiAjwX2cXPp5s6ukfAzZLiDHpe87gPQEd7kcvcQU9f2PNmwOJ4pYtg2snEmVmRWQKML88MMPmDRpEnbu3Im2bdvi5ZdfRq1atTBgwIBSb+uMM85Anz59VIuVqUuXLujVqxdat5Z0B8WLj49HQoJEJm7JyXIaC1zzk490cgtk8Jbl8YwiAibJEX635fG0IposJKd4P8vjyYAaNOSN5Bq/0fL4YwCNfZSVnpA9LY/H6RR73kizx8WWx28CaOujrJw9d7Y8flnPBOxLB8v95wB0L6JsZ0vA9H8Ariqi7MWWsg8BuKGIsnIczJ6h9wE40Ru1sN465aC4HcBdRZTtC2Ctvn8TgIEnnsrTrUb5kx7frb8XQr62jxWx3UH6+yYuBzCs4NNOHUfK0vhx4LSZ7jFmGd2AX0eeeC5Gl3Xq+PvR4cDV093B2+LzgEGv+96Fx0YBveW7KNkb2wAPv+e77MA3gL66gXhNM6CvfC8tKhYVpEcbBlZEEcu2gRVi4pkVkCjCTJ6sz9IArFq1Ci6XS3XXGzhwINLT5Xo5SjzeSlq7JCmFBGuiUqVKqmvgf/7zHxw/XrLRJ0OHDlXJM7yd90iCHE/OWCfiEk9MTp7lzPLZWuSMKVg225kNw+H9jMoR40B8YnzZysYUUdZZ9rI5MTnIc/jIuOcEEhJPBKQ5sUWURenKyj449EEtSdn4PPc+u+JcyJXmlaK2m+goUdm4hDg4E52lLpsblwuXw1WysvH+lZVP0aWXf+JjsTkxpkTbHRAfi7t1WeiyDkvwZQ3CXop14vM4pwrOUmMNbHHk5n/dnTAK/N33TgeOxjhVA+q+GAOHkKeeNxf2fvP48IgoIjns9hOWK8qpqalo+Q6QluFC2rw3cGTq4FDvFhUhMTERmZnsxR9Jv6+UlBSkpeVfZw+a5s2bY82aNepWElKUhCSwmD17turud8899+Svl1aq5cuXF/iuyXcvJycHixcvVl0QS9JiJa1pW2qloLG398+ugOHVvS/TUr/42RWw3MvKvp6IuwuTrqF5ZSgrUU4RXQFVv7xcH2Ulp/0iAKfricKsZeVs4sRPpTAzyvNRVtUt+8qvbgnr+rVjCtJ+j85jEGl4/hIZksvx3MW+LVbqym0ssv6ZHerdIKIyatasGfLy8rBtm5zFuVWsWBE1atTAgQMHCrU8yZgqySq4dOnSAkGVWLt2rdqe1cyZM/Hpp59i7NixXl8/OztbLZ7i5OS+JNcCSnO9oDRls4JUNjtIZc2BNJFS9mTdfbGbDgKW6W5664sJGIpTmrK5pWjGKU3ZvFJ81zzLZlluPbdhlGK73soWFRhGG1td7iaKLrbu1Xzgs35MYEEUISRgevXVV3HeeeehUaNGuPLKK9U8UzIXlbUb4PXXX4+tW7eqW88rUr/88gv27dunuvBJd0BZJAgTEiBJ5kDrIq1V+/fvLxC4lQSzIdtYHT12yaXHaJ0PYLpeT1QeGFgRRSxbB1bZm8ue9YuIyldubq7qrjd9+nRs2LABY8aMUa1JDzzwQIn+XpJddOjQQU0QLJMD79mzRy1LliwJ/L4GfIsUNobqbBKSoEK+OqsBjAYwx1JGnlunW27ktmCM705s8YJOSHJcb6eJfi5Ft9Zc4PE3nwH4yPK4EYBvdD70XQDesuRnN43XryHJM+TagFx/mGh5/nEA+3WudfkZHfZIgiKTc03Q+dcP6H2QnPKmCnqdvIdNAC4qw/Hsqf9Wkp/8T591SDKWC8uwrWjBwIoo4n/CtlmSk5MN0WKsYcTVPSPk+8Ol+GOQmJjI4xRhvy+5jeb3vyZK339U1C/rYWBkEc83gwEXDAyBgab6NgcGTrOU2QIDe2GgJwy0gIHlMDDZ8vy3MPCW5XECDByFgSv04zgYWAcDH+jXawcDi2DgbY99GQ8D22HgBxhoDwPNYeBO/dwlMJAFA331+ml6P/tZ/v43vb41DLSEge/1Yj7/sn4v58FARxjYDEP9a1TCY9lWv+ZD+jishoFRMHAQBmIKlo32uqXAMTg7eo9BpC08f4mMJbl86xf7BlbV+040klr2CPk+cSn6GLBiipzvSLSf/Jjvf0WUvv+oqF8yYOD+Ip4fDQN/eqxbooMQ87EEI+MsjwfBwFbL41tgYKdKm+d+fDUkTZ47oIIOhrZbnjcDpXQvgdURGEjxsp8SyE2xPJbAz7AEVl1gIBMGKnkpU1s/lgDoHsvz95QysHpLB6rm4//oQOujwmWjvW4pcAw6RO8xiLSF5y+RsSSXY/1i666AFc7qrVKuJ7XsEepdISIb4RirKHYqgJUe6/7W6602Wu4f1t3uTN/KrL2Wub2kK+FUyxfrTD1PWaploqtvdFdAz/nLVupynpp67OcGj4QjZ+qEEbstr7FUP9dYz6lWTXfbs75WacgxWWx5vFinzJL3Qr7J6RkRRSR7ZwV0xsDIdSGh6QVMYkFEAcMxVja2HUD9AGzHM/ufdT6zYwB+0gGVBBty7a+PR3kJcm72st19Ho9l7FJZ7ZFZs72s31nExNalkemRlVLGccEysTF5x8CKKGLZusXKyMtlynUiCji2WNnYz16SUVhJIoZWHutae7RQlcQXAK4DcKkOwn71aBlqogOfTR5LSaP6fzz283SPOankNWrpwMfzNTJ1wCZJLVpY/uaMUr7HTR4teVdaWsTINwZWRBHL1oFV5vpfsH9cT7ZWEVFAlXQqIopAL+luehL4tNeBxcMAuurnPwDQBsAQ3d1uiH4sGe9KY5rOwPei7gZo/VJ9DuCQZR/kdW4C4H26Ne/G6ZYwyQIo07eN8rgiMEe3HE0G0FkHO1d7ZBX8n35/5+q084+W8j1K1sJO+thVAjBItwhKpkDyjYEVUcRy2rm1KmPlVAZVRBRwbLGysR06GJDxTDMBLAJwLYC9+nkZc3QrgDt0KvY7dJc9b5MHF0VSo3+vW4G+9HhOxkJdoluOZgD4C8AjOrV7Sf0CYBiAVwDM010PMzy65kmL2VoAXwFYpVPEb7Y8P1wHX3IcPi1lYAe9zXt1sLYVwGwAVwG4sQyBaDRhYEUUsRx2+wnLJKGpqaloPiYdhzYuQdqsVxhchbnExERkZsoZBEXK7yslJQVpaTLaPTrf/y8pKbg0Ct9/JGL9olXRSTSk5Wkhwk601y0FjkGbFKQtj85jEGlYv0SG5HKsX2zbYuWMr4CExp2YFZCIAo5dASkiUlM9rbspngbgTZ0Z0Jqlj8KTrS53E0UX2wZWhmEUyApIRBQo7ApIEXFyLmObftPBVG09tokpLcMfAyuiiGXbdOsOhwNGXh6zAhJRwLHFisKeBFDdQ70TVCYMrIgilm0Dq5wDm5CTdgxHf3iKY6yIKKAYWBFR0DCwIopY9u0K6MqCI0amlSciCiwGVkQUNAysiCKWbQOr+DotEFu7GZNXEFHAcYwVEQUNAyuiiGXbwMow8uBwOJm8gogCji1WRBQ0DKyIIpZtAysVVElwFROLrH9kVkIiosBgYEVEQcPAiihi2Tawytr5N4zsdBz9+XkmryCigGJgRURBw8CKKGLZNrBKqNcajviKqHzpk0hq2SPUu0NENsIxVkQUNAysiCKWbQMrNYeVzGXFCYKJKMDYYkVEQcPAiihi2TawcjhljJXBMVZEFHAMrIgoaBhYEUUs2wZW6Wt+UC1WR2e8yDFWRBRQDKyIKGgYWBFFLNsGVhVaXKFuK1/8fxxjRUQBxcCKiIKGgRVRxLJtYGXkuU99JOV6xXPvCPXuEJGNMHkFEQUNAyuiiGXbwMrhjHXfOpyo0OoatloRUcCwxYqIgoaBFVHEsm1glb7ul/z7Rm4uEppeENL9ISL7YGBFREHDwIooYtk2sHLtWK5u3ZkBY2BkpYd6l4jIJhhYERERUdQEVo6Eiu6gSuayysuFI6FCqHeJiGyCY6yIKGjYYkUUsWwbWBlZx91BlQRXTrZYUWQ7/D7Qr0uo94JMbLEioqBhYEUUsWzeYpXHFiuyhdMeAb5YGJxtG58Bvc4OzrbtioEVEQUNAyuiiOVOnWfTFiunw8kWK7KF/amh3gOyYmBFREHDwIooYtm2xSq2bkt1K90BReLpF4V4j4hO6Noc2PkW8P2jwIF3gXu6A/+OAda9DNSvdqLcP6+4W5Rk8dYVcMvrwAu9gWmPAMc/BJY8BzSpzSMdbBxjRURBw8CKKGLZNrDylHDyuZzLisJKncrAC98CP60ARtwI9HgF2H0EuKXjiTLnDgPq3AccLSKp5YALgHGzgA5PAXExwMg+5bL7UY0tVkQUNAysiCKWbQOr9CUfF1pX8dw7QrIvRN7sSwV+3wDMWw+s2w2s2Ab8sRFoWP1EmYPHgL1HZdoA38fwu7+A75YCa3YCH80FOjTm8Q62XB5iIgoWBlZEEcu2gVXG2h+Rs3d9gXVxtZqHbH+IPGXmnLjNzD5xPym+dMdq494T9w+nA9Uq8lgHG7sCElHQMLAiili2DaxEXsaRAo/jap/O7oAU9vSwwBJz5fr391R67ApIREHDwIooYtk6sMpN21NoXZWeL4dkX4jIPthiRURBw8CKKGLZOrA6/scHhdZJq1Xly58Lyf4QlUZiHFC7snuRVqjKSe77NZIDfxxPrgG0blRwkdcn7zjGioiChoEVUXQFVs8++yz27t2LtLQ0TJw4ESkpKSX+22+//Rb//vsvMjIysGXLFjz//POIiYkpUOb+++/Htm3bkJ6ejh9//BH16tUry24iY/U05B4/VGh95UufRIPXclHrgbll2i5RebjxPGDPWPdSuQIwpq/7vqRUD7TRtwDLXyy4tKwf+NexC7ZYEVHQMLAiiliO0v6E77vvPrz00ku4+eabsWvXLkyYMAErVqxQj0ti8ODBmDdvHvbs2YOmTZvio48+UstTTz2lnr/iiitU8HXXXXdh6dKlGDNmDOLj49GxoyUHdRGSk5ORmpqqgj0J/KR1SgIpXwwz3ZrcmkdDjVFxnFhXkvsl+DsjJxNps17B0R/d75XcEhMTkZmZycMRATx/X9H6/s9JScHiKHz/kYj1S2SI9rqlwDGonoK0Q9F5DCIN65fIkFyO9UupA6u///4bP//8Mx577LECgVDt2rVx6FDh1qHijB49Guedd15+4CTbysrKQu/evdXjFi1aYPXq1TjrrLPUa5f04NWqfuLg1f2/9Yit2kDdz0MMcnAi7VoCMnxuy4AT2UgoY9lMn4dWYq0sIyE/4EowMgCH4SM4cxYoG29kwuHI8xnUZRmJRZe13M9Chfz7cUY2nI7ckpVFDpyGy2dAmYWk/PUFynrZdpYjETAcJSqb7UiAgRh1P9aRg5jSlJXOWz4C4hKXhQPZRjwMh1P9XYzDhVhJY+CjbI4RhzyHtMY6EGPkqG37+tysZeUYxDmyfX4WLiMOuY7YkpVFPHKNGHXfAUN9J3x9brmIg8uILVzWUqZSHLDs/opRe/Jj1i9tU1KwLArffyTiiU9kYGBlOQbVUpB2mPVLJGD9EhmSyzGwkrOzEpOWo5YtW+Lpp5/OXzd37lzExsaiTZs2mDlzZqle/NRTT8WVV16JGTNm5K9r164dXn75RIKJNWvW4ODBg2jfvr3XwEr2KSEhocDBEz8NAfJ0CmvgdMSltIbDGYs/czpi+PEx+eU/q3KxDoIKW+Vqi6HH3s9//GHlHkhxFMw0aPontwUeTjsxd9bYlBtQy7nba9ltuY1xf9qX+Y9fS+mPhjGbvZbdl1cXd6ZOy3/8UsrdaBqzxmvZVKMKbjn6a/7jZ5MfxBmxf3ktm4VEXH9kfn4KuScqDUH7uAXwpceRP/PLPlLxaXSM8/1ZX39kHrIcSer+fyuMQPf46T7L3nJ0BlKNqur+gKTXcWXCZJ9l70z9DvvyTlL70TfpXVyX8InPsvelfonteY1V2d6JE3Bz4onP0ZN8bvL5SdmrE77A7Ulv+Cw79Nh7WOVqp4KMyxOm4p6kUT7LDj/2Ov50dVL3uyX8jEEVhvssO/L4SCzIuUjdPz9+Dh6v+LjPsq+nD8PM7B7qfru4RRhWaZDPsu9mPIbvs9wXKc6IXYoRle72WXZ8xkB8ndVX3Zfv2KvJ7vtWzjjJ5T4H0Y5jrIgoaNgVkCg6xlhVr15djYc6cOAAXn31VSxZsgTHjh1TLUw1a9Ys8XZGjhypxk/9888/KjB7+OGH85+T7cj2H3zwQTUGKykpST32tf2hQ4eqKNRcdu7cqdY7nI4Ci2v3CuRlHIZhSAsOEVHZcYwVEQUNAyuiiFWqroB169ZV46o6deqEzp07o0OHDujVq5caH9O/f39MmjSpxAFajRo10Lp1a9UVcMSIEXjnnXfUcxKk3XHHHXA6nRgwYAAuvvhiNYZLxmFJQFaSFisJrqxdAa1y84DYZj1Q9YaxcCbXRaIz02f3LMNwqG5i5vMJjgyfXa4Mw+lRVreC6ecd0n3Mctilxagk3QY9y8YjCw74Dg5VN7wylI1DNpxFXIcvXVnZX0fAy0pXS+lyKWIhXfZcIS0r5aS8L9LlVLqelrasHAM5Fr64EIdc3dhcmrLyXZDvhC9STsoXVbZiPLDs3qSo7wpYKyUF+9kVMCKwq05kYFdAyzGonIK0VHYFjASsXyJDcrh2BZQuebm5uSooMoOcSpUqqcBm//79pdqOLOvXr1eB0dixY/Huu++qRBKyHdm+JK345BN3Vy957Gv72dnZavGUmeNevMlZPU1lDCxPkkSjUreH4YyV8VIyRicvPzjLNOKLSYBxomyWEVdM4oxiyha4b+Tfz1Zja2JLVlZOvvVYHO/7jPz9KFDW67Z9bLeY/chxxCBHjx0qUVn5qheZdKQEZfPv56niLocTLgkMiysLB1yGEy5L4O392LnL5hoO5HqWLfR3JSxr+U4Y6ruWUKLvWoGyljKxbPBVmGqFiIKGLVZEEatUgZUEMJJIQhJNSJIJ0aVLF7hcLixbtiy/XMWKFVUwJF34jh8/XuQ2JVCTwEzGaeXk5KhMgLJ9CazM5BXSwvXnn38ikkkmQGYD9I5XfCKHGsN4f2qod4OIiIgo8uexeu+993DvvfeiR48eKtHEqFGjMHny5AIZAa+//nps3bpV3Vqde+65akyUJKJo2LAhLr/8cjWP1fTp01VQZW7/2muvVV0LW7VqhbfffhsLFy4sUUZAIiIiIiKisG+xEtJtT8ZaffDBB6hQoQKmTZumAq2SkEQX3bt3x0MPPaT6OcpcVlOnTi2QZfCHH35Qzz/33HOq1Wv27Nm49dZbS7ubRERERERE5abU81hFygC1evXqReU8O5GIXQEjh5kcJtrnsWL9EjlYv0SGaK9bBOuXyMP6JTIkl2P9UuoWq3BXrVo1dWumXSei4PzOovHkh/ULUfB/Y9FYtwjWL0SRX7/YLrAyx3rxinJkXUXg5xVZn5d1TGU0Yf0SWVi/RI5or1sE65fIwvolciSXY/1iu8DKJBFptF71ikT8vCiS8PsaWfh5USTh9zWy8PMiv7ICEhERERERUUEMrIiIiIiIiPxku8AqKysLzzzzjLql8MfPK7JE++cV7e8/0vDzihz8rHgMIg2/s5Ejqxz/77ZdunUiIiIiIqLyZrsWKyIiIiIiovLGwIqIiIiIiMhPDKyIiIiIiIj8xMCKiIiIiIjIT7YLrJ599lns3btXTdg2ceJEpKSkhHqXotL48eNhGEaBZdiwYfnPd+3aFX///TcyMzPVbefOnQv8fZUqVfD555+rz1E+z+HDh4fgXdhT8+bNMWXKFGzfvl19Lr169SrwfCA+m/vvvx/btm1Deno6fvzxR9SrVw92wPolPLB+CV+sX8qO9Ut4YP0SvppHyPmLYZflvvvuM9LS0owePXoY7dq1M1atWmVMnDgx5PsVjcv48eONX375xahdu3b+UrFiRfVcrVq1jNTUVOP11183mjdvrm6PHDli1KhRI//vv/zyS/X5yefYs2dP9bneddddIX9fdlg6dOhgjBo1yujVq5ch5NZ8LhCfzRVXXGHk5OQYt99+u3HmmWcas2bNMhYsWBDy9+3vwvolfBbWL6H/DFi/sH4J9XeN9UvojxXrF3g7BqE/UIFa/v77b3XC6HmCV61atZDvWzSe+EybNs3rcw899JCxZ88ew+FwqMdyK48ffPBB9bh69eqGy+VSn5/5N/K5Llu2LOTvy26LZ2AViM/m22+/VcGX+bhFixbqdVq3bh3y9+vPwvolfBbWL5GxsH5h/RLq7yDrl9AfT0RZ/WKbroDx8fFo2bIlFixYkL9u7ty5iI2NRZs2bUK6b9GqU6dOqql1zZo1ePHFF5GQkKDWt2vXDgsXLlTNuEJu58+fj/bt26vH8nnFxMQU+ixbtWqlPmcKnkB8NrIN6/Py+R88eDB/G5GI9Uv4Yf0SeVi/eMf6Jfywfok87cLk/MU2gVX16tXVATtw4ABeffVVLFmyBMeOHVOzLNesWTPUuxd1fvjhB/Tp0wfdu3fHyJEjceedd+Ltt99Wz8nnIZ/T2Wefrb6wHTp0UI/Nz0luc3JycPToUSxduhSjR49Wz8vnW61atRC/M3sLxGdjbuPBBx/Eli1bkJSUVGAbkYj1S3hh/RKZWL94x/olvLB+iUw1w+T8JRY2tG/fPjXwjEJn8uTJ+fdXrVoFl8uFTz75BAMHDsxfLwMD//33Xxw/ftzndmSAonyeVL4C8dkcOnRI/Q5zc3NhJ6xfQo/1S2Rj/eIb65fQY/0S2dJDfP5im8BKolM5ADVq1FAtJKJSpUqq+9n+/ftDvXtRb9myZXA6nWjYsKH6PORzkoCrbdu26tjIY/Nzktu4uDhUrlwZ11xzjVp31VVXqc9XvuwUPIH4bMxtjBkzRgXTntuIRKxfwhvrl8jA+sU71i/hjfVLZAiX+sU2XQGzs7OxevVqdOzYMX9dly5dVEuJ/CgotJo1a4a8vDx1BUCaYM877zw4HA71nNzK5/bnn3+qx8uXL1dfdM/PcuXKlepzpuAJxGcj27A+36JFC9XVxdxGJGL9Et5Yv0QG1i/esX4Jb6xfIsPSMDp/MeyyMB1yeCySVv3VV181zjvvPKNRo0bGlVdeaWzdutUYN26cel5Sr5cmpbekz2e69cB9PnFxcSrDjSxi8ODB6r6ZFt/fz8bMxtm/f3+jVatWKt3677//HvLvJeuX0B9D1i/2X1i/lO248fwlPBaev4T+M0Dk1y+hP1CBXJ577jlj3759xrFjx4zPP//cqFy5csj3KdqWxMREY+bMmcbBgweNrKwsY+PGjcbzzz+v1ptlunbtaqxYscLIzMxUaaw7d+5cYBtVqlQxJk2apD5H+TyHDx8e8vdll0WCXW+GDRsWsM/mv//9r7F9+3YjIyPD+PHHH4169eqF/H0HYmH9EvrPgPVL6D8D1i+sX0L9PWP9EvpjxfoFXo+BQ98hIiIiIiKiMrLNGCsiIiIiIqJQYWBFRERERETkJwZWREREREREfmJgRURERERE5CcGVkRERERERH5iYEVEREREROQnBlZERERERER+YmBFRETkQ9euXWEYBoYNG8ZjRERERWJgRUQUpRo1aqSCBl/LrFmzfP7N+PHjEWkied+JiCj8xYZ6B4iIKDSOHDmCZ555Rt1PSUnBww8/jK1bt+Kjjz5S6+R+tFu8eDGaNWuGAwcOhHpXiIgozDGwIiKKUkePHsXw4cPV/Xr16uUHVuY6AjIyMrB+/XoeCiIiKha7AhIRUbHM7oFmK1b//v0LdBv01r2uWrVqeOWVV7B582ZkZmZi586dGDt2rFpf3HimFi1a4LvvvsOhQ4eQlpaGJUuW4Mwzz8wve/vtt+Pbb79V+yPb3r9/v3p89tlnB2TfPbtFFjfG6vLLL8ecOXOQmpqK48ePq5au2267rcjuiB07dsS8efNU+d27d+O5557zuu3ExEQMGTIEK1euVNuXY/LXX39h5MiRSEhIKHK/iIio/LDFioiIimV2GaxSpQoGDRqE5cuXY+rUqfnPy2OrOnXqYP78+WjSpAl+/fVXTJkyBaeccgruuusudO7cGeeccw7S09O9vlaDBg2wYMECrF69Gu+//756zW7duqm/X7FihSojAdq2bdvUa2zfvh3Vq1fHddddh7lz5+Kyyy7D7Nmzy7zv1r85+eSTVSBWlFtuuQUff/wxDh8+rG6zsrJwww03qPv169fHiBEjCv2NdC/8/vvvVfC4dOlSXH/99XjyySdVgCXvzUq2I9v7/fff8e6776pgSgLPwYMH47XXXsPevXuL3D8iIio/BhceA34H+B3gdyC6vwP16tUzxKxZs4os16hRI1Vu/PjxRZb7+uuvVbl77723wPrevXur9U888UShv+natat6Licnxxg6dGiB52JiYozq1avnP+7UqVOhv2/YsKFx/PhxY86cOX7tu7d9GjZsmNfnExISjAMHDhgZGRlGkyZN8tfLvu7Zs8fIysoy6tSpU2gfxGWXXZa/Xv7W5XIZixYtKrD95ORkIzc311iwYEGh165fv74RHx8f8u8OFx4Dfgf4HeB3AOoYsCsgEREFVO3atXH11VerlqB33nmnwHNffvmlamGSFhpf5PlRo0YVWJebm4uDBw/mP5aWKk/SgiWtXK1atUJ5ke6L0lr21VdfYdOmTfnrZV8/+OADxMfHo0ePHoX+7u+//8ZPP/2U/1j+dt26dWjevHmBck6nUy3SCuZpx44dyM7ODvh7IiKismFXQCIiCqj27durYCAvL8/r2CSHw4FTTz3V599Ldz4JpIoiXQyfeOIJ1UXwpJNOUgGMyeVyobyYgdCyZcsKPWeu8wyWxIYNGwqtk8yDLVu2LJRgZObMmejevTt+/PFHTJs2DX/++acaY1We75OIiIrHwIqIiAJKxjKJtm3bqqW0pCWmKBKUSXKIypUr47fffsPXX3+tkjoIGQ8l46LKS6VKldStJJTwZLawJScnF3pOElZ4kqQW3lx77bVq/JW08r399tv5qfJfffVVnwkviIio/LErIBERBZSc9IvRo0er1ilfiy85OTlFbl8SUFStWhV33nknLr74YpXEQVLEy+ItYAmmY8eOqVtvmQ6li6CQrIb+kL+XrIDSSifJMAYMGKCO8bPPPltkl0oiIipfDKyIiKjEzC56sbG+OzxIljvpBtihQ4egHFkJMMTkyZMLrJdgy3yurPteWmvXrlW3bdq0KfTcWWedpW5l7FSgSMp6GbvVp0+f/DFeREQUHhhYERFRiUn3NgmaJF24L3v27MH06dPVSb/MN+Wtq+C5555b5qMuSSqEpGw3yZgumTNL5nzyZ99LS+auku1KqnfrWKq6deuqFjVJLiEp1cuqRo0aOOOMMwqtP+2009StpHgnIqLwwDFWRERRSsYoSbc6kZKSom5lfJKZcEIm1J0wYUKBv8nIyFDBhCSN+Pzzz9XcShI8rF+/vsDcUffee68KCD788EPccccdKuGCdPGTSX4vuOACNUHuH3/8Uab9fu+991TAJnNRTZo0SXX/k21KdzyZ58o6kXBZ9r1fv37547TMW9m+lXQ7FJKtT46hHCeZe+ubb75R2+zZs6eay0sSbEigWVb16tVT2RUlEYbcyrakVU6yLkp3QDm+REQUPph7nseA3wF+B/gdiMLvgHVOJW98zWkl8ydNmTJFzd8kcyz5mhuqatWqxogRI4y1a9eqeZ4OHjxoLF261HjxxReN008/vdRzRlmXbt26GfPnzzeOHj2q9uOLL74wGjRooPZZ+Pq7kuy7uY2ieG73iiuuMObOnWukpaUZ6enpxpIlS4y+ffv6PObejpe3fa9cubLxzDPPGPPmzTP27t2rjuPGjRuN//3vfwXmzeLCY8DvAL8D/A4g5MfAoe8QERERERFRGXGMFRERERERkZ8YWBEREREREfmJgRUREREREZGfGFgRERERERH5iYEVERERERGRnxhYERERERER+YmBFRERERERkZ8YWBEREREREfmJgRUREREREZGfGFgRERERERH5iYEVERERERGRnxhYERERERER+YmBFREREREREfzz/4xmb7PlLwH4AAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_tsne_result(tsne_result, swiss_roll_5k.labels, \"Swiss Roll TSNE Result\", black_template = True)" + ] + }, + { + "cell_type": "markdown", + "id": "7eefb6e7", + "metadata": {}, + "source": [ + "### Run t-SNE without DoF learning (set to 1 by default)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "45aef6de", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Performing the early exaggeration fase with exaggeration = 12 and learning rate = 416.67 for 250 iterations...\n", + "===> Running optimization with exaggeration=12.00, lr=416.67 for 250 iterations...\n", + "Iteration 50, KL divergence 3.1998, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.3232 sec\n", + "Iteration 100, KL divergence 3.1311, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.4424 sec\n", + "Iteration 150, KL divergence 3.0330, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.8505 sec\n", + "Iteration 200, KL divergence 2.9596, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.0915 sec\n", + "Iteration 250, KL divergence 2.9175, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.1275 sec\n", + " --> Time elapsed: 36.84 seconds\n", + "===> Running optimization with exaggeration=1.00, lr=5000.00 for 1000 iterations...\n", + "Iteration 50, KL divergence 1.1278, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.4646 sec\n", + "Iteration 100, KL divergence 0.9417, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.9757 sec\n", + "Iteration 150, KL divergence 0.8740, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.6754 sec\n", + "Iteration 200, KL divergence 0.8399, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.2983 sec\n", + "Iteration 250, KL divergence 0.8199, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.2269 sec\n", + "Iteration 300, KL divergence 0.8072, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.6843 sec\n", + "Iteration 350, KL divergence 0.7983, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.6534 sec\n", + "Iteration 400, KL divergence 0.7922, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.6165 sec\n", + "Iteration 450, KL divergence 0.7874, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.8800 sec\n", + "Iteration 500, KL divergence 0.7838, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.7562 sec\n", + "Iteration 550, KL divergence 0.7808, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.7547 sec\n", + "Iteration 600, KL divergence 0.7783, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.6397 sec\n", + "Iteration 650, KL divergence 0.7762, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 7.7378 sec\n", + "Iteration 700, KL divergence 0.7746, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 8.4964 sec\n", + "Iteration 750, KL divergence 0.7729, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 8.8885 sec\n", + "Iteration 800, KL divergence 0.7714, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 9.3128 sec\n", + "Iteration 850, KL divergence 0.7701, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 9.1014 sec\n", + "Iteration 900, KL divergence 0.7691, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 9.0116 sec\n", + "Iteration 950, KL divergence 0.7679, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 8.7643 sec\n", + "Iteration 1000, KL divergence 0.7669, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 8.1282 sec\n", + " --> Time elapsed: 161.07 seconds\n", + "Optimization took 161.22 seconds\n" + ] + } + ], + "source": [ + "tsne_result = run_tsne(\n", + " swiss_roll_5k.datapoints,\n", + " perplexity=perplexity,\n", + " random_state=random_state,\n", + " n_components=n_components,\n", + " n_iter=1000,\n", + " dof=1,\n", + " negative_gradient_method=\"bh\",\n", + " dataset_name=\"Swiss Roll\",\n", + " \n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "a3745fff", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/a1/openTSNE fresh install/openTSNE/examples/plot_utils.py:140: UserWarning: Attempting to set identical low and high ylims makes transformation singular; automatically expanding.\n", + " ax_grad.set_ylim(-y_max, y_max)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_tsne_result(tsne_result, swiss_roll_5k.labels, \"Swiss Roll TSNE Result\", black_template = True)" + ] + }, + { + "cell_type": "markdown", + "id": "014d2eaf", + "metadata": {}, + "source": [ + "## Load a SwissRoll with 10,000 datapoints" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "02637510", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "swiss_roll_10k = SwissRoll.generate(n_samples=10000, noise=0.0)\n", + "swiss_roll_10k.plot(width=6, height=6)" + ] + }, + { + "cell_type": "markdown", + "id": "e3a64c02", + "metadata": {}, + "source": [ + "### Run t-SNE with DoF learning (simple gradient update)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "b0deab38", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Performing the early exaggeration fase with exaggeration = 12 and learning rate = 833.33 for 250 iterations...\n", + "===> Running optimization with exaggeration=12.00, lr=833.33 for 250 iterations...\n", + "Iteration 50, KL divergence 3.7183, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 20.0665 sec\n", + "Iteration 100, KL divergence 3.4973, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 18.7973 sec\n", + "Iteration 150, KL divergence 3.3280, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.7324 sec\n", + "Iteration 200, KL divergence 3.2412, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.3951 sec\n", + "Iteration 250, KL divergence 3.1812, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.1504 sec\n", + " --> Time elapsed: 91.14 seconds\n", + "===> Running optimization with exaggeration=1.00, lr=10000.00 for 1000 iterations...\n", + "Iteration 50, KL divergence 0.4183, DoF 4.2491, DoF gradient -0.0158, 50 iterations in 29.4798 sec\n", + "Iteration 100, KL divergence 0.3334, DoF 4.7053, DoF gradient -0.0053, 50 iterations in 25.9604 sec\n", + "Iteration 150, KL divergence 0.3149, DoF 4.8793, DoF gradient -0.0022, 50 iterations in 26.3983 sec\n", + "Iteration 200, KL divergence 0.3084, DoF 4.9560, DoF gradient -0.0010, 50 iterations in 25.8525 sec\n", + "Iteration 250, KL divergence 0.3003, DoF 4.9951, DoF gradient -0.0005, 50 iterations in 25.9427 sec\n", + "Iteration 300, KL divergence 0.2977, DoF 5.0098, DoF gradient -0.0001, 50 iterations in 26.1085 sec\n", + "Iteration 350, KL divergence 0.2965, DoF 5.0108, DoF gradient 0.0000, 50 iterations in 26.5308 sec\n", + "Iteration 400, KL divergence 0.2955, DoF 5.0057, DoF gradient 0.0001, 50 iterations in 27.6581 sec\n", + "Iteration 450, KL divergence 0.2947, DoF 4.9976, DoF gradient 0.0002, 50 iterations in 25.8520 sec\n", + "Iteration 500, KL divergence 0.2939, DoF 4.9895, DoF gradient 0.0002, 50 iterations in 26.3585 sec\n", + "Iteration 550, KL divergence 0.2934, DoF 4.9821, DoF gradient 0.0001, 50 iterations in 25.7210 sec\n", + "Iteration 600, KL divergence 0.2925, DoF 4.9752, DoF gradient 0.0001, 50 iterations in 24.0567 sec\n", + "Iteration 650, KL divergence 0.2919, DoF 4.9685, DoF gradient 0.0001, 50 iterations in 24.9450 sec\n", + "Iteration 700, KL divergence 0.2912, DoF 4.9623, DoF gradient 0.0001, 50 iterations in 25.7857 sec\n", + "Iteration 750, KL divergence 0.2907, DoF 4.9577, DoF gradient 0.0001, 50 iterations in 25.4701 sec\n", + "Iteration 800, KL divergence 0.2903, DoF 4.9530, DoF gradient 0.0001, 50 iterations in 24.8769 sec\n", + "Iteration 850, KL divergence 0.2898, DoF 4.9464, DoF gradient 0.0001, 50 iterations in 24.2539 sec\n", + "Iteration 900, KL divergence 0.2894, DoF 4.9410, DoF gradient 0.0001, 50 iterations in 24.1815 sec\n", + "Iteration 950, KL divergence 0.2891, DoF 4.9367, DoF gradient 0.0001, 50 iterations in 25.0240 sec\n", + "Iteration 1000, KL divergence 0.2886, DoF 4.9339, DoF gradient 0.0001, 50 iterations in 25.0543 sec\n", + " --> Time elapsed: 515.51 seconds\n", + "Optimization took 516.02 seconds\n" + ] + } + ], + "source": [ + "tsne_result = run_tsne(\n", + " swiss_roll_10k.datapoints,\n", + " perplexity=perplexity,\n", + " random_state=random_state,\n", + " n_components=n_components,\n", + " n_iter=1000,\n", + " initial_dof=initial_alpha,\n", + " dof=\"auto\",\n", + " dof_optimizer=\"simple_gradient\",\n", + " negative_gradient_method=\"bh\",\n", + " dof_lr=dof_lr,\n", + " dataset_name=\"Swiss Roll\",\n", + " \n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "50e8228b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_tsne_result(tsne_result, swiss_roll_10k.labels, \"Swiss Roll TSNE Result\", black_template = True)" + ] + }, + { + "cell_type": "markdown", + "id": "af307389", + "metadata": {}, + "source": [ + "### Run t-SNE with DoF learning (delta-bar-delta update)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "af30db20", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Performing the early exaggeration fase with exaggeration = 12 and learning rate = 833.33 for 250 iterations...\n", + "===> Running optimization with exaggeration=12.00, lr=833.33 for 250 iterations...\n", + "Iteration 50, KL divergence 3.7183, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 16.8767 sec\n", + "Iteration 100, KL divergence 3.4973, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 18.6906 sec\n", + "Iteration 150, KL divergence 3.3280, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.6261 sec\n", + "Iteration 200, KL divergence 3.2412, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.5085 sec\n", + "Iteration 250, KL divergence 3.1812, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 16.5819 sec\n", + " --> Time elapsed: 87.28 seconds\n", + "===> Running optimization with exaggeration=1.00, lr=10000.00 for 1000 iterations...\n", + "Iteration 50, KL divergence 0.4057, DoF 15.2346, DoF gradient 0.0662, 50 iterations in 26.3439 sec\n", + "Iteration 100, KL divergence 0.3470, DoF 16.8309, DoF gradient 0.0024, 50 iterations in 25.9204 sec\n", + "Iteration 150, KL divergence 0.3330, DoF 16.4776, DoF gradient -0.0179, 50 iterations in 25.6773 sec\n", + "Iteration 200, KL divergence 0.3269, DoF 14.9140, DoF gradient -0.0440, 50 iterations in 25.7909 sec\n", + "Iteration 250, KL divergence 0.3222, DoF 12.2330, DoF gradient -0.0568, 50 iterations in 25.8338 sec\n", + "Iteration 300, KL divergence 0.3182, DoF 9.8996, DoF gradient -0.0306, 50 iterations in 25.4763 sec\n", + "Iteration 350, KL divergence 0.3150, DoF 8.8583, DoF gradient -0.0160, 50 iterations in 25.5632 sec\n", + "Iteration 400, KL divergence 0.3127, DoF 8.2836, DoF gradient -0.0096, 50 iterations in 25.5372 sec\n", + "Iteration 450, KL divergence 0.3110, DoF 7.8308, DoF gradient -0.0070, 50 iterations in 25.4274 sec\n", + "Iteration 500, KL divergence 0.3096, DoF 7.4430, DoF gradient -0.0071, 50 iterations in 25.5990 sec\n", + "Iteration 550, KL divergence 0.3083, DoF 7.0985, DoF gradient -0.0068, 50 iterations in 25.5083 sec\n", + "Iteration 600, KL divergence 0.3044, DoF 6.6361, DoF gradient -0.0075, 50 iterations in 25.4810 sec\n", + "Iteration 650, KL divergence 0.3023, DoF 6.3085, DoF gradient -0.0055, 50 iterations in 25.7421 sec\n", + "Iteration 700, KL divergence 0.2998, DoF 6.0019, DoF gradient -0.0065, 50 iterations in 25.8259 sec\n", + "Iteration 750, KL divergence 0.2944, DoF 5.6850, DoF gradient -0.0042, 50 iterations in 25.9573 sec\n", + "Iteration 800, KL divergence 0.2882, DoF 5.4890, DoF gradient -0.0031, 50 iterations in 26.1854 sec\n", + "Iteration 850, KL divergence 0.2847, DoF 5.3708, DoF gradient -0.0023, 50 iterations in 26.1668 sec\n", + "Iteration 900, KL divergence 0.2833, DoF 5.2725, DoF gradient -0.0016, 50 iterations in 27.9923 sec\n", + "Iteration 950, KL divergence 0.2823, DoF 5.1960, DoF gradient -0.0010, 50 iterations in 26.6525 sec\n", + "Iteration 1000, KL divergence 0.2816, DoF 5.1387, DoF gradient -0.0007, 50 iterations in 27.6441 sec\n", + " --> Time elapsed: 520.33 seconds\n", + "Optimization took 520.90 seconds\n" + ] + } + ], + "source": [ + "tsne_result = run_tsne(\n", + " swiss_roll_10k.datapoints,\n", + " perplexity=perplexity,\n", + " random_state=random_state,\n", + " n_components=n_components,\n", + " n_iter=1000,\n", + " initial_dof=initial_alpha,\n", + " dof=\"auto\",\n", + " dof_optimizer=\"delta_bar_delta\",\n", + " negative_gradient_method=\"bh\",\n", + " dof_lr=dof_lr,\n", + " dataset_name=\"Swiss Roll\",\n", + " \n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "c4809275", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_tsne_result(tsne_result, swiss_roll_10k.labels, \"Swiss Roll TSNE Result\", black_template = True)" + ] + }, + { + "cell_type": "markdown", + "id": "ad91c0de", + "metadata": {}, + "source": [ + "### Run t-SNE without DoF learning (set to 1 by default)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "0c97aefb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Performing the early exaggeration fase with exaggeration = 12 and learning rate = 833.33 for 250 iterations...\n", + "===> Running optimization with exaggeration=12.00, lr=833.33 for 250 iterations...\n", + "Iteration 50, KL divergence 3.7183, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 16.8920 sec\n", + "Iteration 100, KL divergence 3.4973, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.3787 sec\n", + "Iteration 150, KL divergence 3.3280, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.7028 sec\n", + "Iteration 200, KL divergence 3.2412, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.4675 sec\n", + "Iteration 250, KL divergence 3.1812, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.2922 sec\n", + " --> Time elapsed: 86.73 seconds\n", + "===> Running optimization with exaggeration=1.00, lr=10000.00 for 1000 iterations...\n", + "Iteration 50, KL divergence 1.4940, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.7309 sec\n", + "Iteration 100, KL divergence 1.2077, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.8859 sec\n", + "Iteration 150, KL divergence 1.0838, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 20.0123 sec\n", + "Iteration 200, KL divergence 1.0133, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 18.8331 sec\n", + "Iteration 250, KL divergence 0.9687, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 18.7062 sec\n", + "Iteration 300, KL divergence 0.9379, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.6325 sec\n", + "Iteration 350, KL divergence 0.9156, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.9793 sec\n", + "Iteration 400, KL divergence 0.8987, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.7466 sec\n", + "Iteration 450, KL divergence 0.8857, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.2841 sec\n", + "Iteration 500, KL divergence 0.8756, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 18.0379 sec\n", + "Iteration 550, KL divergence 0.8674, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 18.8807 sec\n", + "Iteration 600, KL divergence 0.8605, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 18.1355 sec\n", + "Iteration 650, KL divergence 0.8551, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 16.7665 sec\n", + "Iteration 700, KL divergence 0.8502, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 16.8110 sec\n", + "Iteration 750, KL divergence 0.8463, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 16.5770 sec\n", + "Iteration 800, KL divergence 0.8431, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.4794 sec\n", + "Iteration 850, KL divergence 0.8402, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.2003 sec\n", + "Iteration 900, KL divergence 0.8374, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 17.0413 sec\n", + "Iteration 950, KL divergence 0.8350, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 16.8537 sec\n", + "Iteration 1000, KL divergence 0.8326, DoF 1.0000, DoF gradient 0.0000, 50 iterations in 16.7772 sec\n", + " --> Time elapsed: 354.37 seconds\n", + "Optimization took 354.73 seconds\n" + ] + } + ], + "source": [ + "tsne_result = run_tsne(\n", + " swiss_roll_10k.datapoints,\n", + " perplexity=perplexity,\n", + " random_state=random_state,\n", + " n_components=n_components,\n", + " n_iter=1000,\n", + " initial_dof=initial_alpha,\n", + " dof=1,\n", + " negative_gradient_method=\"bh\",\n", + "\n", + " dataset_name=\"Swiss Roll\",\n", + " \n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "83359a49", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/a1/openTSNE fresh install/openTSNE/examples/plot_utils.py:140: UserWarning: Attempting to set identical low and high ylims makes transformation singular; automatically expanding.\n", + " ax_grad.set_ylim(-y_max, y_max)\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_tsne_result(tsne_result, swiss_roll_10k.labels, \"Swiss Roll TSNE Result\", black_template=True)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv (3.12.4)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/dof_learning_test_utils.py b/examples/dof_learning_test_utils.py new file mode 100644 index 00000000..583ed3b2 --- /dev/null +++ b/examples/dof_learning_test_utils.py @@ -0,0 +1,297 @@ +from dataclasses import dataclass +import numpy as np +import sklearn.datasets + +from openTSNE import TSNE, TSNEEmbedding +from openTSNE.affinity import PerplexityBasedNN +from openTSNE.initialization import pca + +import time +from sklearn.neighbors import NearestNeighbors +from plot_utils import plot_swiss_roll + + +@dataclass +class TSNEResult: + """Dataclass to store the results of a single t-SNE algorithm run.""" + + dataset_name: str + n_samples: int + n_iter: int + embedding: np.ndarray + optimization_mode: str | None + kl_divergence: float + initial_alpha: float + alpha_lr: float | None + im_embeddings: list + im_KLs: np.ndarray + im_alphas: np.ndarray + im_alpha_grads: np.ndarray + knn_recall: float | None + + +@dataclass +class SwissRoll: + datapoints: np.ndarray + labels: np.ndarray + n_samples: int + + @classmethod + def generate(cls, n_samples: int, noise: float) -> "SwissRoll": + datapoints, labels = sklearn.datasets.make_swiss_roll( + n_samples=n_samples, noise=noise + ) + return SwissRoll(datapoints=datapoints, labels=labels, n_samples=n_samples) + + def plot( + self, width: int = 600, height: int = 600, title: str | None = None + ) -> None: + plot_swiss_roll( + self.datapoints, + self.labels, + n_samples=self.n_samples, + width=width, + height=height, + title=title, + ) + + +def perepare_initial_embedding( + data: np.ndarray, + perplexity: float, + initial_dof: float, + n_components: int, + random_state: int, +) -> TSNEEmbedding: + """Prepare the initial t-SNE embedding using the OpenTSNE implementation. + + Parameters + ---------- + data : np.ndarray + The data to run t-SNE on. + perplexity : float + The perplexity parameter of the t-SNE algorithm + initial_dof : float + The initial degree-of-freedom (alpha) parameter of the t-SNE algorithm + n_components : int + The number of components to reduce the data to + random_state : int + The random state to use for the t-SNE algorithm + + Returns + ------- + OpTSNEEmbedding + The initial t-SNE embedding. + + """ + affinities_obj = PerplexityBasedNN( + data=data, + perplexity=perplexity, + metric="euclidean", + random_state=random_state, + ) + + pca_init = pca(data, random_state=random_state) + return TSNE( + n_components=n_components, dof=initial_dof, random_state=random_state + ).prepare_initial(X=data, affinities=affinities_obj, initialization=pca_init) + + +def run_early_exaggeration_phase( + initial_embedding: TSNEEmbedding, + initial_alpha: float, + n_jobs: int = 1, + exagerration: int = 12, + n_iter: int = 250, +) -> TSNEEmbedding: + """Runs the standard early exaggeration phase of the t-SNE algorithm. + + Parameters + ---------- + initial_embedding : OpTSNEEmbedding | TSNEEmbedding + The initial t-SNE embedding. + initial_alpha : float + The initial degree-of-freedom parameter of the t-SNE algorithm. + n_jobs : int, optional + The number of jobs to use for the t-SNE algorithm, by default 1 + exagerration : int, optional + The exaggeration factor for the early exaggeration phase, by default 12 + n_iter : int, optional + The number of iterations to run the early exagerration phase, by default 250 + + Returns + ------- + OpTSNEEmbedding + The t-SNE embedding after the early exaggeration phase. + + """ + n_samples = initial_embedding.shape[0] + + default_learning_rate = n_samples / exagerration + + print( # noqa: T201 + f"Performing the early exaggeration fase with exaggeration = {exagerration} and learning rate = {default_learning_rate:.2f} for {n_iter} iterations..." + ) + + return initial_embedding.optimize( + n_iter, + exaggeration=exagerration, + learning_rate=default_learning_rate, + negative_gradient_method="bh", + inplace=True, + dof=initial_alpha, + # optimize_for_alpha=False, + verbose=True, + n_jobs=n_jobs, + ) + + +def run_tsne( + data: np.ndarray, + *, + perplexity: float, + dof: float | str, + n_iter: int, + negative_gradient_method: str, + dataset_name: str, + initial_dof: float = 1.0, + dof_lr: float | None = 0.5, + dof_optimizer: str = "delta_bar_delta", + n_jobs: int = 1, + callbacks_every_iters: int = 1, + eval_error_every_iter: int = 1, + random_state: int = 42, + n_components: int = 2, +) -> TSNEResult: + """Runs the OpenTSNE implementation of the t-SNE algorithm on a dataset. + + Parameters + ---------- + data : np.ndarray + The data to run t-SNE on. + perplexity : float + The perplexity parameter of the t-SNE algorithm. + initial_dof : float + The initial degree-of-freedom (alpha) parameter of the t-SNE algorithm. + optimize_for_dof : bool + Whether to optimize for the degree-of-freedom parameter + dof_lr : float | None + The learning rate to use for the degree-of-freedom optimization, optional + n_iter : int + The number of iterations to run the t-SNE algorithm for. + n_jobs : int, optional + The number of jobs to use for the t-SNE algorithm, by default 1 + callbacks_every_iters : int, optional + How many iterations should pass between each time the callbacks are invoked, by default 1 + eval_error_every_iter : int, optional + How many iterations should pass between each time the error is evaluated, by default 1 + negative_gradient_method : str + The method to use for computing the negative gradient + dataset_name : str + The name of the dataset + random_state : int, optional + The random state to use for the t-SNE algorithm, by default 42 + n_components : int, optional + The number of components to reduce the data to, by default 2 + + Returns + ------- + TSNEResultsWithKNN + The dataclass containing the results of the t-SNE algorithm and the KNN recall. + + """ + alpha_lr = 0.5 if dof_lr is None else dof_lr + n_samples = data.shape[0] + + initial_embedding = perepare_initial_embedding( + data, perplexity, initial_dof, n_components, random_state + ) + + embedding = run_early_exaggeration_phase( + initial_embedding, + initial_dof, + n_jobs=n_jobs, + ) + tic = time.time() + + optimized_embedding = embedding.optimize( + n_iter=n_iter, + negative_gradient_method=negative_gradient_method, + inplace=True, + verbose=True, + dof=dof, + dof_lr=dof_lr, + dof_optimizer=dof_optimizer, + n_jobs=n_jobs, + use_callbacks=True, + eval_error_every_iter=eval_error_every_iter, + callbacks_every_iters=callbacks_every_iters, + ) + toc = time.time() + print(f"Optimization took {toc - tic:.2f} seconds") # noqa: T201 + records = optimized_embedding.optimization_stats + + knn_recall = compute_knn_recall(data, optimized_embedding, 10) + + return TSNEResult( + dataset_name=dataset_name, + n_samples=n_samples, + n_iter=n_iter, + embedding=optimized_embedding, + optimization_mode="BH", + kl_divergence=optimized_embedding.kl_divergence, + initial_alpha=initial_dof, + alpha_lr=alpha_lr, + im_embeddings=records.embeddings, + im_KLs=records.KLs, + im_alphas=records.alphas, + im_alpha_grads=records.alpha_gradients, + knn_recall=knn_recall, + ) + + +def compute_knn_recall( + original_data: np.ndarray, tsne_data: np.ndarray, k: int = 10 +) -> float: + """Computes the recall of k-nearest neighbors between the original data and the t-SNE data. + + Parameters + ---------- + original_data : np.ndarray + The original multidimensional data. + tsne_data : np.ndarray + The t-SNE transformed data. + k : int, optional + The number of neighbors to consider, by default 7 + + Returns + ------- + float + The average recall of k-nearest neighbors between the original data and the t-SNE data. + + Notes + ----- + The formula is taken from: Gove et al. (2022) + New guidance for using t-SNE: Alternative defaults, hyperparameter selection automation, + and comparative evaluation, + Visual Informatics, Volume 6, Issue 2, 2022, + + """ + # Fit kNN on original data + knn_orig = NearestNeighbors(n_neighbors=k, metric="euclidean") + knn_orig.fit(original_data) + orig_neighbors = knn_orig.kneighbors(return_distance=False) + + # Fit kNN on t-SNE data + knn_tsne = NearestNeighbors(n_neighbors=k, metric="euclidean") + knn_tsne.fit(tsne_data) + tsne_neighbors = knn_tsne.kneighbors(return_distance=False) + + # Calculate recall for each point + recall_scores = np.zeros(len(original_data)) + for i in range(len(original_data)): + shared_neighbors = np.intersect1d(orig_neighbors[i], tsne_neighbors[i]) + recall = len(shared_neighbors) / k + recall_scores[i] = recall + # Return average recall + return np.mean(recall_scores) diff --git a/examples/plot_utils.py b/examples/plot_utils.py new file mode 100644 index 00000000..f1db2f46 --- /dev/null +++ b/examples/plot_utils.py @@ -0,0 +1,468 @@ +import numpy as np +import matplotlib.pyplot as plt +from matplotlib.gridspec import GridSpec +from pathlib import Path +import re + + +def plot_tsne_result( + data, + labels: np.ndarray, + additional_title: str = "", + marker_size: int = 3, + *, + black_template: bool = False, + save_figure: bool = False, +) -> None: + if black_template: + plt.style.use("dark_background") + text_color = "white" + grid_color = "#2a2a2a" + hline_colors = {"kl": "orange", "alpha": "lime", "grad": "red"} + else: + plt.style.use("default") + text_color = "black" + grid_color = "#cccccc" + hline_colors = {"kl": "black", "alpha": "black", "grad": "black"} + + fig = plt.figure(figsize=(10, 8)) + gs = GridSpec( + 2, + 3, + figure=fig, + height_ratios=[0.6, 0.2], + hspace=0.25, + wspace=0.3, + top=0.88, + bottom=0.08, + ) + + # t-SNE Embedding Plot (spans all columns in first row) + ax_main = fig.add_subplot(gs[0, :]) + scatter = ax_main.scatter( + data.embedding[:, 0], + data.embedding[:, 1], + c=labels, + s=marker_size, + cmap="jet", + alpha=0.8, + ) + ax_main.set_aspect("equal", adjustable="box") + ax_main.axis("off") + + # KL Divergence Plot + ax_kl = fig.add_subplot(gs[1, 0]) + min_kl = data.im_KLs[-1] + im_kls_filtered = [kl for kl in data.im_KLs if kl != 0] + ax_kl.plot( + range(len(im_kls_filtered)), + im_kls_filtered, + "o-", + color="dodgerblue", + markersize=2, + linewidth=1, + ) + ax_kl.axhline( + y=min_kl, color=hline_colors["kl"], linestyle="--", alpha=0.8, linewidth=1.5 + ) + ax_kl.text( + len(im_kls_filtered) * 0.98, + min_kl * 1.02, + "min L", + ha="right", + va="bottom", + color=hline_colors["kl"], + fontfamily="monospace", + fontsize=10, + ) + ax_kl.set_title( + "KL Divergence", fontfamily="monospace", fontsize=14, color=text_color, pad=10 + ) + ax_kl.set_yticks([min_kl]) + ax_kl.set_yticklabels([f"{min_kl:.2f}"], fontfamily="monospace") + ax_kl.set_xticks([0, len(data.im_KLs) // 2, len(data.im_KLs)]) + ax_kl.set_xticklabels( + ["0", f"{len(data.im_KLs) // 2}", f"{len(data.im_KLs)}"], fontfamily="monospace" + ) + ax_kl.set_xlim(0, len(data.im_KLs)) + ax_kl.grid(True, alpha=0.2, color=grid_color) + + # Alpha Values Plot + ax_alpha = fig.add_subplot(gs[1, 1]) + last_alpha = data.im_alphas[-1] + ax_alpha.plot( + range(len(data.im_alphas)), data.im_alphas, color="red", linewidth=1.5 + ) + ax_alpha.axhline( + y=last_alpha, + color=hline_colors["alpha"], + linestyle="--", + alpha=0.8, + linewidth=1.5, + ) + ax_alpha.text( + len(data.im_alphas) * 0.98, + last_alpha * 0.98, + "Converged α", + ha="right", + va="top", + color=hline_colors["alpha"], + fontfamily="monospace", + fontsize=10, + ) + ax_alpha.set_title( + "Alpha Values", fontfamily="monospace", fontsize=14, color=text_color, pad=10 + ) + ax_alpha.set_yticks([last_alpha]) + ax_alpha.set_yticklabels([f"{last_alpha:.2f}"], fontfamily="monospace") + ax_alpha.set_xlabel( + "Iterations", fontfamily="monospace", fontsize=14, color=text_color + ) + ax_alpha.set_xticks([0, len(data.im_KLs) // 2, len(data.im_KLs)]) + ax_alpha.set_xticklabels( + ["0", f"{len(data.im_KLs) // 2}", f"{len(data.im_KLs)}"], fontfamily="monospace" + ) + ax_alpha.set_xlim(0, len(data.im_KLs)) + ax_alpha.grid(True, alpha=0.2, color=grid_color) + + # Alpha Gradient Plot + ax_grad = fig.add_subplot(gs[1, 2]) + ax_grad.plot( + range(len(data.im_alpha_grads)), + data.im_alpha_grads, + color="lime", + linewidth=1.5, + ) + + # Set ylim to center the zero line + y_max = max(abs(min(data.im_alpha_grads)), abs(max(data.im_alpha_grads))) + ax_grad.set_ylim(-y_max, y_max) + + ax_grad.axhline( + y=0, color=hline_colors["grad"], linestyle="--", alpha=0.8, linewidth=1.5 + ) + ax_grad.text( + len(data.im_alpha_grads) * 0.98, + 0, + "Zero Gradient", + ha="right", + va="bottom", + color=hline_colors["grad"], + fontfamily="monospace", + fontsize=10, + ) + ax_grad.set_title( + "Alpha Gradient", fontfamily="monospace", fontsize=14, color=text_color, pad=10 + ) + ax_grad.set_yticks([0]) + ax_grad.set_yticklabels(["0"], fontfamily="monospace") + ax_grad.set_xticks([0, len(data.im_KLs) // 2, len(data.im_KLs)]) + ax_grad.set_xticklabels( + ["0", f"{len(data.im_KLs) // 2}", f"{len(data.im_KLs)}"], fontfamily="monospace" + ) + ax_grad.set_xlim(0, len(data.im_KLs)) + ax_grad.grid(True, alpha=0.2, color=grid_color) + + # Title + knn_recall = getattr(data, "knn_recall", "N/A") + title_param_1 = "adaptive" if data.optimization_mode else "fixed" + title_param_2 = ( + f"Initial α = {data.initial_alpha}, α learning rate = {data.alpha_lr}" + if data.optimization_mode + else f"α = {data.initial_alpha}" + ) + title_param_3 = f"Final α = {data.im_alphas[-1]:.2f}, Final L = {data.kl_divergence:.2f}, kNN recall = {knn_recall:.2f}" + + fig_title = ( + f"t-SNE embedding with {title_param_1} α parameter\n" + f"{data.dataset_name} with {data.n_samples} samples\n" + f"{title_param_2}\n{title_param_3}" + ) + + if additional_title: + fig_title += f"\n{additional_title}" + + fig.suptitle( + fig_title, fontfamily="monospace", fontsize=14, color=text_color, y=0.98 + ) + + if save_figure: + sanitized_fig_title = re.sub(r'[<>:"/\\|?*]', "_", fig_title.split("\n")[0]) + fig_path = Path(f"figures/{sanitized_fig_title} (matplotlib).pdf") + fig_path.parent.mkdir(parents=True, exist_ok=True) + plt.savefig( + fig_path, bbox_inches="tight", dpi=300, facecolor=fig.get_facecolor() + ) + + plt.show() + + +def plot_tsne_comparison( + data1, + data2, + labels: np.ndarray, + title: str = "", + marker_size: int = 3, + save_figure: bool = False, +) -> None: + plt.style.use("dark_background") + text_color = "white" + grid_color = "#2a2a2a" + + fig = plt.figure(figsize=(16, 8)) + gs = GridSpec( + 2, + 6, + figure=fig, + height_ratios=[0.6, 0.2], + hspace=0.25, + wspace=0.25, + top=0.94, + bottom=0.08, + ) + + x_ticks = [0, len(data1.im_KLs) // 2, len(data1.im_KLs)] + + def add_embedding(data, col_start, row, labels_array): + ax = fig.add_subplot(gs[row, col_start : col_start + 3]) + ax.scatter( + data.embedding[:, 0], + data.embedding[:, 1], + c=labels_array, + s=marker_size, + cmap="rainbow", + alpha=0.8, + ) + ax.set_aspect("equal", adjustable="box") + ax.axis("off") + return ax + + def add_metric_plot( + data, col, row, metric, name, line_color, hline=None, hline_color=None + ): + ax = fig.add_subplot(gs[row, col]) + metric_filtered = [m for m in metric if m != 0] + + ax.plot( + range(len(metric_filtered)), + metric_filtered, + "o-", + color=line_color, + markersize=2, + linewidth=1, + ) + + # Center zero line for gradient plots + if hline == 0: + y_max = max(abs(min(metric_filtered)), abs(max(metric_filtered))) + ax.set_ylim(-y_max, y_max) + + if hline is not None: + h_color = hline_color if hline_color else line_color + ax.axhline(y=hline, color=h_color, linestyle="--", alpha=0.8, linewidth=1.5) + pos = "bottom" if hline == 0 else "top" + va = "bottom" if hline == 0 else "top" + offset = 1.02 if pos == "top" else 0.98 + ax.text( + len(metric_filtered) * 0.98, + hline * offset, + name, + ha="right", + va=va, + color=h_color, + fontfamily="monospace", + fontsize=10, + ) + + ax.set_xticks(x_ticks) + ax.set_xticklabels([str(tick) for tick in x_ticks], fontfamily="monospace") + ax.set_xlim(0, len(metric_filtered)) + + if hline is not None: + ax.set_yticks([hline]) + ax.set_yticklabels([f"{hline:.2f}"], fontfamily="monospace") + + if col in (1, 4): + ax.set_xlabel( + "Iterations", fontfamily="monospace", fontsize=16, color=text_color + ) + + ax.grid(True, alpha=0.2, color=grid_color) + return ax + + # First embedding and metrics + add_embedding(data1, 0, 0, labels) + ax_kl1 = add_metric_plot( + data1, 0, 1, data1.im_KLs, "min L", "dodgerblue", data1.im_KLs[-1], "orange" + ) + ax_kl1.set_title( + "KL Divergence", fontfamily="monospace", fontsize=16, color=text_color, pad=10 + ) + + ax_alpha1 = add_metric_plot( + data1, 1, 1, data1.im_alphas, "Converged α", "red", data1.im_alphas[-1], "lime" + ) + ax_alpha1.set_title( + "Alpha Values", fontfamily="monospace", fontsize=16, color=text_color, pad=10 + ) + + ax_grad1 = add_metric_plot( + data1, 2, 1, data1.im_alpha_grads, "Zero Gradient", "lime", 0, "red" + ) + ax_grad1.set_title( + "Alpha Gradient", fontfamily="monospace", fontsize=16, color=text_color, pad=10 + ) + + # Second embedding and metrics + add_embedding(data2, 3, 0, labels) + ax_kl2 = add_metric_plot( + data2, 3, 1, data2.im_KLs, "min L", "dodgerblue", data2.im_KLs[-1], "orange" + ) + ax_kl2.set_title( + "KL Divergence", fontfamily="monospace", fontsize=16, color=text_color, pad=10 + ) + + ax_alpha2 = add_metric_plot( + data2, 4, 1, data2.im_alphas, "Converged α", "red", data2.im_alphas[-1], "lime" + ) + ax_alpha2.set_title( + "Alpha Values", fontfamily="monospace", fontsize=16, color=text_color, pad=10 + ) + + ax_grad2 = add_metric_plot( + data2, 5, 1, data2.im_alpha_grads, "Zero Gradient", "lime", 0, "red" + ) + ax_grad2.set_title( + "Alpha Gradient", fontfamily="monospace", fontsize=16, color=text_color, pad=10 + ) + + # Generate title if embeddings are the same + if data1.dataset_name == data2.dataset_name and data1.n_samples == data2.n_samples: + fig_title = f"Comparison of t-SNE embeddings for {data1.dataset_name} with {data1.n_samples} samples" + else: + fig_title = "Comparison of t-SNE embeddings" + + if not title: + title = fig_title + + fig.suptitle(title, fontfamily="monospace", fontsize=16, color=text_color, y=0.98) + + if save_figure: + sanitized_fig_title = re.sub(r'[<>:"/\\|?*]', "_", fig_title) + fig_path = Path(f"figures/{sanitized_fig_title} (matplotlib).pdf") + fig_path.parent.mkdir(parents=True, exist_ok=True) + plt.savefig( + fig_path, bbox_inches="tight", dpi=300, facecolor=fig.get_facecolor() + ) + + plt.show() + + +def plot_swiss_roll( + sr_points: np.ndarray, + sr_color: np.ndarray, + n_samples: int, + row: int = 1, + col: int = 1, + fig: plt.Figure | None = None, + ax: plt.Axes | None = None, + title: str | None = None, + width: int = 6, + height: int = 6, + marker_size: int = 3, +) -> tuple[plt.Figure, plt.Axes]: + """ + Plot Swiss Roll in 3D using matplotlib. + + Parameters: + ----------- + sr_points : np.ndarray + 3D coordinates of points + sr_color : np.ndarray + Color values for each point + n_samples : int + Number of samples + row : int + Subplot row position (1-indexed) + col : int + Subplot column position (1-indexed) + fig : plt.Figure or None + Existing figure to add to, or None to create new + ax : plt.Axes or None + Existing 3D axis to plot on, or None to create new + title : str or None + Custom title, or None for default + width : int + Figure width in inches (per subplot) + height : int + Figure height in inches (per subplot) + marker_size : int + Size of markers + + Returns: + -------- + tuple[plt.Figure, plt.Axes] + The figure and axis objects + """ + plt.style.use("dark_background") + + # If no existing figure is passed, create a new one + if fig is None and ax is None: + fig = plt.figure(figsize=(width, height)) + ax = fig.add_subplot(111, projection="3d") + elif ax is None: + # If figure exists but no axis, create axis at specified position + ax = fig.add_subplot(row, col, (row - 1) * col + col, projection="3d") + + # Add the Swiss Roll 3D scatter plot + scatter = ax.scatter( + sr_points[:, 0], + sr_points[:, 1], + sr_points[:, 2], + c=sr_color, + s=marker_size, + cmap="rainbow", + alpha=0.8, + ) + + # Set labels + ax.set_xlabel("X", fontfamily="monospace", fontsize=12) + ax.set_ylabel("Y", fontfamily="monospace", fontsize=12) + ax.set_zlabel("Z", fontfamily="monospace", fontsize=12) + + # Set camera perspective (elevation, azimuth) + ax.view_init(elev=20, azim=45) + + # Set title + if title is None: + title = "Swiss Roll in Ambient Space" + ax.set_title(title, fontfamily="monospace", fontsize=14, color="white", pad=20) + + # Adjust tick label sizes + ax.tick_params(axis="both", which="major", labelsize=10) + + # Set background color for 3D panes + ax.xaxis.pane.fill = False + ax.yaxis.pane.fill = False + ax.zaxis.pane.fill = False + ax.xaxis.pane.set_edgecolor("gray") + ax.yaxis.pane.set_edgecolor("gray") + ax.zaxis.pane.set_edgecolor("gray") + ax.grid(True, alpha=0.2) + + # Add text annotation for the number of samples + ax.text2D( + 0.95, + 0.05, + f"N samples={n_samples}", + transform=ax.transAxes, + ha="right", + va="bottom", + color="white", + fontfamily="monospace", + fontsize=12, + ) + + plt.tight_layout() + + return fig, ax diff --git a/openTSNE/_tsne.pxd b/openTSNE/_tsne.pxd index 27bd221c..59f12d32 100644 --- a/openTSNE/_tsne.pxd +++ b/openTSNE/_tsne.pxd @@ -36,7 +36,7 @@ cpdef tuple estimate_positive_gradient_nn( bint should_eval_error=*, ) -cpdef double estimate_negative_gradient_bh( +cpdef tuple estimate_negative_gradient_bh( QuadTree tree, double[:, ::1] embedding, double[:, ::1] gradient, diff --git a/openTSNE/_tsne.pyx b/openTSNE/_tsne.pyx index 3d3513f2..fcc726de 100644 --- a/openTSNE/_tsne.pyx +++ b/openTSNE/_tsne.pyx @@ -14,7 +14,7 @@ from libc.stdlib cimport malloc, free from .quad_tree cimport QuadTree, Node, is_close from ._matrix_mul.matrix_mul cimport matrix_multiply_fft_1d, matrix_multiply_fft_2d - +from libc.math cimport sqrt, log, pow, exp, fabs, fmax, INFINITY # Add pow and log cdef double EPSILON = np.finfo(np.float64).eps @@ -114,9 +114,11 @@ cpdef tuple estimate_positive_gradient_nn( ): cdef: Py_ssize_t n_samples = gradient.shape[0] - Py_ssize_t n_dims = gradient.shape[1] + Py_ssize_t n_dims = gradient.shape[1] double * diff double d_ij, p_ij, q_ij, kl_divergence = 0, sum_P = 0 + double alpha_grad_pos = 0.0 # Initialize the positive alpha gradient term + double s, log_s, frac # Variables for alpha gradient calculation Py_ssize_t i, j, k, d @@ -126,7 +128,7 @@ cpdef tuple estimate_positive_gradient_nn( # Degrees of freedom cannot be negative if dof <= 0: dof = 1e-8 - + with nogil, parallel(num_threads=num_threads): # Use `malloc` here instead of `PyMem_Malloc` because we're in a # `nogil` clause and we won't be allocating much memory @@ -157,6 +159,13 @@ cpdef tuple estimate_positive_gradient_nn( for d in range(n_dims): gradient[i, d] = gradient[i, d] + q_ij * p_ij * diff[d] + # Compute the alpha gradient positive term + s = 1.0 + d_ij / dof + log_s = log(s) + frac = d_ij / (dof + d_ij) + alpha_grad_pos += p_ij * (log_s - frac) + + # Evaluating the following expressions can slow things down # considerably if evaluated every iteration. Note that the q_ij # is unnormalized, so we need to normalize once the sum of q_ij @@ -168,13 +177,12 @@ cpdef tuple estimate_positive_gradient_nn( kl_divergence += p_ij * log((p_ij / (q_ij ** dof + EPSILON)) + EPSILON) else: kl_divergence += p_ij * log((p_ij / (q_ij + EPSILON)) + EPSILON) - free(diff) - return sum_P, kl_divergence + return sum_P, kl_divergence, alpha_grad_pos -cpdef double estimate_negative_gradient_bh( +cpdef tuple estimate_negative_gradient_bh( QuadTree tree, double[:, ::1] embedding, double[:, ::1] gradient, @@ -184,6 +192,13 @@ cpdef double estimate_negative_gradient_bh( bint pairwise_normalization=True, ): """Estimate the negative t-SNE gradient using the Barnes-Hut approximation. + + Returns + ------- + sum_Q : double + The sum of all q_{ij} values. + alpha_grad_neg : double + The negative term of the gradient with respect to alpha. Notes ----- @@ -191,25 +206,36 @@ cpdef double estimate_negative_gradient_bh( such, this must be run before estimating the positive gradients, since the negative gradient must be normalized at the end with the sum of q_{ij}s. - """ cdef: - Py_ssize_t i, j, num_points = embedding.shape[0] - double sum_Q = 0 + Py_ssize_t i, num_points = embedding.shape[0] + double sum_Q = 0.0 + double alpha_grad_neg = 0.0 double[::1] sum_Qi = np.zeros(num_points, dtype=float) + double[::1] alpha_grad_neg_i = np.zeros(num_points, dtype=float) if num_threads < 1: num_threads = 1 # In order to run gradient estimation in parallel, we need to pass each # worker its own memory slot to write sum_Qs - for i in prange(num_points, nogil=True, num_threads=num_threads, schedule="guided"): + # Also estimate the negative part of the alpha-gradient + for i in prange(num_points,nogil=True, num_threads=num_threads, schedule="guided"): _estimate_negative_gradient_single( - &tree.root, &embedding[i, 0], &gradient[i, 0], &sum_Qi[i], theta, dof + &tree.root, + &embedding[i, 0], + &gradient[i, 0], + &sum_Qi[i], + theta, + dof, + &alpha_grad_neg_i[i], + embedding.shape[1] ) + # Aggregate sum_Q and alpha_grad_neg from all points for i in range(num_points): sum_Q += sum_Qi[i] + alpha_grad_neg += alpha_grad_neg_i[i] # Normalize q_{ij}s for i in range(gradient.shape[0]): @@ -219,84 +245,102 @@ cpdef double estimate_negative_gradient_bh( else: gradient[i, j] /= sum_Qi[i] + EPSILON - return sum_Q + alpha_grad_neg /= sum_Q # Normalize alpha_grad_neg + return sum_Q, alpha_grad_neg cdef void _estimate_negative_gradient_single( - Node * node, - double * point, - double * gradient, - double * sum_Q, + Node *node, + double *point, + double *gradient, + double *sum_Q, double theta, double dof, -) noexcept nogil: - # Make sure that we spend no time on empty nodes or simple self-interactions - if node.num_points == 0 or node.is_leaf and is_close(node, point, EPSILON): - return - + double *alpha_grad_neg, + Py_ssize_t n_dims +) nogil: cdef: double distance = EPSILON - double q_ij, tmp - Py_ssize_t d + double q_ij, qij_term, tmp + double grad_coeff # Declare grad_coeff + double s, log_s, frac + Py_ssize_t d, i # Compute the squared euclidean distance in the embedding space from the - # new point to the center of mass + # new point to the center of mass for d in range(node.n_dims): tmp = node.center_of_mass[d] - point[d] - distance += (tmp * tmp) + distance += tmp * tmp # Degrees of freedom cannot be negative if dof <= 0: dof = 1e-8 - # Check whether we can use this node as a summary + # Check if the node can be used as a summary (Barnes-Hut criterion) if node.is_leaf or node.length / sqrt(distance) < theta: if dof != 1: - q_ij = 1 / (1 + distance / dof) ** dof + q_ij = 1 / pow(1.0 + distance/dof, dof) else: q_ij = 1 / (1 + distance) + + qij_term = q_ij*node.num_points # q_ij * number of points in the node - sum_Q[0] += node.num_points * q_ij + sum_Q[0] += qij_term - # These two expressions are the same, but multiplication with itself is - # faster (dof=1: (1 + 1) / 1 = 2 + # Compute the gradient contribution if dof != 1: - q_ij = q_ij ** ((dof + 1) / dof) + grad_coeff = qij_term * pow(q_ij, 1.0 / dof) else: - q_ij = q_ij * q_ij - - for d in range(node.n_dims): - gradient[d] -= node.num_points * q_ij * (point[d] - node.center_of_mass[d]) + grad_coeff = qij_term * q_ij + + for d in range(n_dims): + gradient[d] -= grad_coeff * (point[d] - node.center_of_mass[d]) + + + # Compute the negative alpha gradient contribution + s = 1.0 + (distance / dof) + log_s = log(s) + frac = distance / (dof + distance) + alpha_grad_neg[0] += qij_term * (log_s - frac) return - # Otherwise we have to look for summaries in the children + # Recurse into child nodes for d in range(1 << node.n_dims): - _estimate_negative_gradient_single(&node.children[d], point, gradient, sum_Q, theta, dof) + _estimate_negative_gradient_single( + &node.children[d], + point, + gradient, + sum_Q, + theta, + dof, + alpha_grad_neg, + n_dims + ) -cdef inline double cauchy_1d(double x, double y, double dof) noexcept nogil: +cdef inline double cauchy_1d(double x, double y, double dof) nogil: if dof != 1: return (1 + ((x - y) ** 2) / dof) ** -dof else: return (1 + (x - y) ** 2) ** -1 -cdef inline double cauchy_1d_exp1p(double x, double y, double dof) noexcept nogil: +cdef inline double cauchy_1d_exp1p(double x, double y, double dof) nogil: if dof != 1: return (1 + ((x - y) ** 2) / dof) ** -(dof + 1) else: return (1 + (x - y) ** 2) ** -2 -cdef inline double cauchy_2d(double x1, double x2, double y1, double y2, double dof) noexcept nogil: +cdef inline double cauchy_2d(double x1, double x2, double y1, double y2, double dof) nogil: if dof != 1: return (1 + ((x1 - y1) ** 2 + (x2 - y2) ** 2) / dof) ** -dof else: return (1 + (x1 - y1) ** 2 + (x2 - y2) ** 2) ** -1 -cdef inline double cauchy_2d_exp1p(double x1, double x2, double y1, double y2, double dof) noexcept nogil: +cdef inline double cauchy_2d_exp1p(double x1, double x2, double y1, double y2, double dof) nogil: if dof != 1: return (1 + ((x1 - y1) ** 2 + (x2 - y2) ** 2) / dof) ** -(dof + 1) else: diff --git a/openTSNE/tsne.py b/openTSNE/tsne.py index 8ab8215c..f2d28eae 100644 --- a/openTSNE/tsne.py +++ b/openTSNE/tsne.py @@ -1,6 +1,7 @@ import inspect import logging import multiprocessing +from dataclasses import dataclass import warnings from collections.abc import Iterable from types import SimpleNamespace @@ -21,6 +22,15 @@ log = logging.getLogger(__name__) +@dataclass +class OptimizationStats: + iteration: list + KLs: list + alphas: list + alpha_gradients: list + embeddings: list + + def _check_callbacks(callbacks): if callbacks is not None: # If list was passed, make sure all of them are actually callable @@ -117,7 +127,8 @@ def __check_init_num_dimensions(num_dimensions, required_num_dimensions): init_checks = SimpleNamespace( - num_samples=__check_init_num_samples, num_dimensions=__check_init_num_dimensions, + num_samples=__check_init_num_samples, + num_dimensions=__check_init_num_dimensions, ) @@ -169,7 +180,7 @@ class PartialTSNEEmbedding(np.ndarray): the appropriate learning rate is selected according to N / exaggeration as determined in Belkina et al. (2019), Nature Communications. Note that this will result in a different learning rate during the early - exaggeration phase and afterwards. This should *not* be used when + exaggeration phase and afterwards. This should *not* be used when adding samples into existing embeddings, where the learning rate often needs to be much lower to obtain convergence. @@ -249,7 +260,9 @@ def __new__( ): init_checks.num_samples(embedding.shape[0], P.shape[0]) - obj = np.array(embedding, dtype=np.float64, order="C").view(PartialTSNEEmbedding) + obj = np.array(embedding, dtype=np.float64, order="C").view( + PartialTSNEEmbedding + ) obj.reference_embedding = reference_embedding obj.P = P @@ -384,7 +397,7 @@ def optimize( try: # Run gradient descent with the embedding optimizer so gains are # properly updated and kept - error, embedding = embedding.optimizer( + error, embedding, alpha_grad, optimization_stats = embedding.optimizer( embedding=embedding, reference_embedding=self.reference_embedding, P=self.P, @@ -422,7 +435,7 @@ class TSNEEmbedding(np.ndarray): the appropriate learning rate is selected according to N / exaggeration as determined in Belkina et al. (2019), Nature Communications. Note that this will result in a different learning rate during the early - exaggeration phase and afterwards. This should *not* be used when + exaggeration phase and afterwards. This should *not* be used when adding samples into existing embeddings, where the learning rate often needs to be much lower to obtain convergence. @@ -518,13 +531,15 @@ def __new__( obj.affinities = affinities # type: Affinities obj.gradient_descent_params = gradient_descent_params # type: dict - obj.gradient_descent_params.update({ - "negative_gradient_method": negative_gradient_method, - "n_interpolation_points": n_interpolation_points, - "min_num_intervals": min_num_intervals, - "ints_in_interval": ints_in_interval, - "dof": dof, - }) + obj.gradient_descent_params.update( + { + "negative_gradient_method": negative_gradient_method, + "n_interpolation_points": n_interpolation_points, + "min_num_intervals": min_num_intervals, + "ints_in_interval": ints_in_interval, + "dof": dof, + } + ) obj.random_state = random_state if optimizer is None: @@ -542,7 +557,7 @@ def __new__( obj.interp_coeffs = None obj.box_x_lower_bounds = None obj.box_y_lower_bounds = None - + obj.optimization_stats = None return obj def optimize( @@ -680,7 +695,7 @@ def optimize( try: # Run gradient descent with the embedding optimizer so gains are # properly updated and kept - error, embedding = embedding.optimizer( + error, embedding, alpha_grad, optimization_stats = embedding.optimizer( embedding=embedding, P=self.affinities.P, **optim_params ) @@ -691,6 +706,7 @@ def optimize( error, embedding = ex.error, ex.final_embedding embedding.kl_divergence = error + embedding.optimization_stats = optimization_stats return embedding @@ -743,7 +759,7 @@ def transform( initial point positions. learning_rate: Union[str, float] - The learning rate for t-SNE optimization. When + The learning rate for t-SNE optimization. When ``learning_rate="auto"`` the appropriate learning rate is selected according to N / exaggeration as determined in Belkina et al. (2019), Nature Communications. Note that this will result in a @@ -875,17 +891,16 @@ def prepare_partial(self, X, initialization="median", k=25, **affinity_params): optimization. """ - # To maintain perfect backwards compatibility and to handle the very # specific case when the user wants to pass in `perplexity` to the # multiscale affinity object (multiscale accepts `perplexities`), rename # this parameter so everything works affinity_signature = inspect.signature(self.affinities.to_new) if ( - "perplexities" in affinity_signature.parameters and - "perplexities" in affinity_signature.parameters and - "perplexity" in affinity_params and - "perplexities" not in affinity_params + "perplexities" in affinity_signature.parameters + and "perplexities" in affinity_signature.parameters + and "perplexity" in affinity_params + and "perplexities" not in affinity_params ): affinity_params["perplexities"] = affinity_params.pop("perplexity") @@ -914,7 +929,10 @@ def prepare_partial(self, X, initialization="median", k=25, **affinity_params): raise ValueError(f"Unrecognized initialization scheme `{initialization}`.") return PartialTSNEEmbedding( - embedding, self, P=P, **self.gradient_descent_params, + embedding, + self, + P=P, + **self.gradient_descent_params, ) def prepare_interpolation_grid(self, padding=0.25): @@ -951,7 +969,9 @@ def prepare_interpolation_grid(self, padding=0.25): if len(result) == 2: # 1d case self.interp_coeffs, self.box_x_lower_bounds = result elif len(result) == 3: # 2d case - self.interp_coeffs, self.box_x_lower_bounds, self.box_y_lower_bounds = result + self.interp_coeffs, self.box_x_lower_bounds, self.box_y_lower_bounds = ( + result + ) else: raise RuntimeError( "Prepare interpolation grid function returned >3 values!" @@ -1010,7 +1030,7 @@ class TSNE(BaseEstimator): the appropriate learning rate is selected according to N / exaggeration as determined in Belkina et al. (2019), Nature Communications. Note that this will result in a different learning rate during the early - exaggeration phase and afterwards. This should *not* be used when + exaggeration phase and afterwards. This should *not* be used when adding samples into existing embeddings, where the learning rate often needs to be much lower to obtain convergence. @@ -1146,6 +1166,10 @@ def __init__( n_iter=500, exaggeration=None, dof=1, + # dof optimization parameters + initial_dof=1, + dof_learning_rate=0.5, + dof_optimizer="delta_bar_delta", theta=0.5, n_interpolation_points=3, min_num_intervals=50, @@ -1180,6 +1204,9 @@ def __init__( self.n_iter = n_iter self.exaggeration = exaggeration self.dof = dof + self.dof_optimizer = dof_optimizer + self.initial_dof = initial_dof + self.dof_learning_rate = dof_learning_rate self.theta = theta self.n_interpolation_points = n_interpolation_points self.min_num_intervals = min_num_intervals @@ -1262,6 +1289,7 @@ def fit(self, X=None, affinities=None, initialization=None): n_iter=self.early_exaggeration_iter, exaggeration=self.early_exaggeration, momentum=self.initial_momentum, + dof=self.initial_dof, inplace=True, propagate_exception=True, ) @@ -1321,7 +1349,6 @@ def prepare_initial(self, X=None, affinities=None, initialization=None): optimization. """ - # Either `X` or `affinities` must be specified if X is None and affinities is None and initialization is None: raise ValueError( @@ -1371,7 +1398,11 @@ def prepare_initial(self, X=None, affinities=None, initialization=None): initialization = "spectral" # Same spiel for precomputed distance matrices - if self.metric == "precomputed" and isinstance(initialization, str) and initialization == "pca": + if ( + self.metric == "precomputed" + and isinstance(initialization, str) + and initialization == "pca" + ): log.warning( "Attempting to use `pca` initalization, but using precomputed " "distance matrix! Using `spectral` initilization instead, which " @@ -1421,9 +1452,7 @@ def prepare_initial(self, X=None, affinities=None, initialization=None): verbose=self.verbose, ) else: - raise ValueError( - f"Unrecognized initialization scheme `{initialization}`." - ) + raise ValueError(f"Unrecognized initialization scheme `{initialization}`.") gradient_descent_params = { "dof": self.dof, @@ -1444,6 +1473,10 @@ def prepare_initial(self, X=None, affinities=None, initialization=None): # Callback params "callbacks": self.callbacks, "callbacks_every_iters": self.callbacks_every_iters, + # dof optimization params + "initial_dof": self.initial_dof, + "dof_lr": self.dof_learning_rate, + "dof_optimizer": self.dof_optimizer, } return TSNEEmbedding( @@ -1489,7 +1522,7 @@ def kl_divergence_bh( # Compute negative gradient tree = QuadTree(reference_embedding) - sum_Q = _tsne.estimate_negative_gradient_bh( + sum_Q, alpha_grad_neg = _tsne.estimate_negative_gradient_bh( tree, embedding, gradient, @@ -1501,14 +1534,14 @@ def kl_divergence_bh( del tree # Compute positive gradient - sum_P, kl_divergence_ = _tsne.estimate_positive_gradient_nn( + sum_P, kl_divergence_, alpha_grad_pos = _tsne.estimate_positive_gradient_nn( P.indices, P.indptr, P.data, embedding, reference_embedding, gradient, - dof, + dof=dof, num_threads=n_jobs, should_eval_error=should_eval_error, ) @@ -1518,7 +1551,9 @@ def kl_divergence_bh( if should_eval_error: kl_divergence_ += sum_P * np.log(sum_Q + EPSILON) - return kl_divergence_, gradient + alpha_grad = alpha_grad_pos - alpha_grad_neg + + return kl_divergence_, gradient, alpha_grad def kl_divergence_fft( @@ -1574,7 +1609,7 @@ def kl_divergence_fft( reference_embedding = embedding # Compute positive gradient - sum_P, kl_divergence_ = _tsne.estimate_positive_gradient_nn( + sum_P, kl_divergence_, alpha_grad_pos = _tsne.estimate_positive_gradient_nn( P.indices, P.indptr, P.data, @@ -1596,6 +1631,8 @@ class gradient_descent: def __init__(self): self.gains = None self.update = None + self.dof_update = 0.0 + self.dof_gain = 1.0 def copy(self): optimizer = self.__class__() @@ -1615,6 +1652,9 @@ def __call__( momentum=0.8, exaggeration=None, dof=1, + initial_dof=1, + dof_optimizer="delta_bar_delta", + dof_lr=0.5, min_gain=0.01, max_grad_norm=None, max_step_norm=5, @@ -1627,6 +1667,7 @@ def __call__( use_callbacks=False, callbacks=None, callbacks_every_iters=50, + eval_error_every_iter=50, verbose=False, ): """Perform batch gradient descent with momentum and gains. @@ -1667,6 +1708,13 @@ def __call__( dof: float Degrees of freedom of the Student's t-distribution. + optimize_for_alpha: bool + If True, perform the optimization for the alpha via gradient descent. + **Implemented only for the Barnes-Hut objective function.** + + dof_lr: float + Learning rate for the degrees of freedom parameter. + min_gain: float Minimum individual gain for each parameter. @@ -1725,6 +1773,8 @@ def __call__( callbacks_every_iters: int How many iterations should pass between each time the callbacks are invoked. + eval_error_every_iter: int + How often should the error be evaluated, by default 50 Returns ------- @@ -1752,9 +1802,9 @@ def __call__( # If the interpolation grid has not yet been evaluated, do it now if ( - reference_embedding is not None and - reference_embedding.interp_coeffs is None and - objective_function is kl_divergence_fft + reference_embedding is not None + and reference_embedding.interp_coeffs is None + and objective_function is kl_divergence_fft ): reference_embedding.prepare_interpolation_grid() @@ -1772,6 +1822,8 @@ def __call__( if self.gains is None: self.gains = np.ones_like(embedding).view(np.ndarray) + # if dof == "auto": + # dof = initial_dof bh_params = {"theta": theta} fft_params = { "n_interpolation_points": n_interpolation_points, @@ -1793,32 +1845,47 @@ def __call__( getattr(callback, "optimization_about_to_start", lambda: ...)() timer = utils.Timer( - "Running optimization with exaggeration=%.2f, lr=%.2f for %d iterations..." % ( - exaggeration, learning_rate, n_iter - ), + "Running optimization with exaggeration=%.2f, lr=%.2f for %d iterations..." + % (exaggeration, learning_rate, n_iter), verbose=verbose, ) timer.__enter__() if verbose: start_time = time() + optimization_stats = OptimizationStats( + iteration=[], + alphas=[], + alpha_gradients=[], + KLs=[], + embeddings=[], + ) + + dof_ = initial_dof if dof == "auto" else dof for iteration in range(n_iter): - should_call_callback = use_callbacks and (iteration + 1) % callbacks_every_iters == 0 - # Evaluate error on 50 iterations for logging, or when callbacks - should_eval_error = should_call_callback or \ - (verbose and (iteration + 1) % 50 == 0) + should_call_callback = ( + use_callbacks and (iteration + 1) % callbacks_every_iters == 0 + ) + + should_eval_error = should_call_callback or ( + verbose and (iteration + 1) % eval_error_every_iter == 0 + ) - error, gradient = objective_function( + error, gradient, alpha_grad = objective_function( embedding, P, - dof=dof, + dof=dof_, bh_params=bh_params, fft_params=fft_params, reference_embedding=reference_embedding, n_jobs=n_jobs, should_eval_error=should_eval_error, ) + optimization_stats.iteration.append(iteration) + optimization_stats.alphas.append(dof_) + optimization_stats.KLs.append(error) + optimization_stats.embeddings.append(embedding) # Clip gradients to avoid points shooting off. This can be an issue # when applying transform and points are initialized so that the new @@ -1845,6 +1912,40 @@ def __call__( P /= exaggeration raise OptimizationInterrupt(error=error, final_embedding=embedding) + # === DOF UPDATE === + + if dof == "auto": + # === DoF UPDATE WITH DELTA-BAR-DELTA === + if dof_optimizer == "delta_bar_delta": + # Delta-bar-delta: check if gradient direction changed + dof_grad_direction_flipped = np.sign(self.dof_update) != np.sign( + alpha_grad + ) + + if dof_grad_direction_flipped: + self.dof_gain += 0.2 + else: + self.dof_gain = self.dof_gain * 0.8 + min_gain + + # Normalize learning rate by n_samples to get appropriate scale for DoF + n_samples = embedding.shape[0] + dof_lr = learning_rate / n_samples + + # Update DoF with momentum and adaptive gain + self.dof_update = ( + momentum * self.dof_update - dof_lr * self.dof_gain * alpha_grad + ) + dof_ += self.dof_update + + # === DoF UPDATE WITH SIMPLE GRADIENT === + elif dof_optimizer == "simple_gradient": + self.dof_update = dof_lr * alpha_grad + dof_ -= self.dof_update + optimization_stats.alpha_gradients.append(alpha_grad) + else: + optimization_stats.alpha_gradients.append(0) + # === END DOF UPDATE === + # Update the embedding using the gradient grad_direction_flipped = np.sign(self.update) != np.sign(gradient) grad_direction_same = np.invert(grad_direction_flipped) @@ -1876,15 +1977,25 @@ def __call__( np.clip(embedding, lower_limit, upper_limit, out=embedding) elif embedding.shape[1] == 2: r_limit = max(abs(lower_limit), abs(upper_limit)) - embedding, mask = utils.clip_point_to_disc(embedding, r_limit, inplace=True) + embedding, mask = utils.clip_point_to_disc( + embedding, r_limit, inplace=True + ) # Zero out the momentum terms for the points that hit the boundary self.gains[~mask] = 0 if verbose and (iteration + 1) % 50 == 0: stop_time = time() - print("Iteration %4d, KL divergence %6.4f, 50 iterations in %.4f sec" % ( - iteration + 1, error, stop_time - start_time)) + print( + "Iteration %4d, KL divergence %6.4f, DoF %6.4f, DoF gradient %6.4f, 50 iterations in %.4f sec" + % ( + iteration + 1, + error, + dof_, + self.dof_update, + stop_time - start_time, + ) + ) start_time = time() timer.__exit__() @@ -1896,10 +2007,10 @@ def __call__( # The error from the loop is the one for the previous, non-updated # embedding. We need to return the error for the actual final embedding, so # compute that at the end before returning - error, _ = objective_function( + error, _, alpha_grad = objective_function( embedding, P, - dof=dof, + dof=dof_, bh_params=bh_params, fft_params=fft_params, reference_embedding=reference_embedding, @@ -1907,4 +2018,4 @@ def __call__( should_eval_error=True, ) - return error, embedding + return error, embedding, alpha_grad, optimization_stats