{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Using Cassiopeia with spatial genomics\n", "\n", "Cassiopeia can be used to analyze spatially-resolved lineage-tracing data. In the tutorial below, we'll use data that can be obtained from the Cassiopeia GitHub repository and available [here](https://github.com/YosefLab/Cassiopeia/tree/master/notebooks/data).\n", "\n", "As first described in Jones, Sun et al, there are several nuances that should be taken into account for spatial data, including:\n", "* Resolution: often times, each \"spot\" observed in spatial data contains potentially multiple cells. For this reason, care should be taken to not remove \"conflicting\" intBCs as in the typical workflows\n", "* Sparsity: spatial assays are often less sensitive than traditional single-cell approaches\n", "\n", "Cassiopeia now has special functionality to handle spatial data, including approaches to process this data as well as handle the sparsity and resolution issues. One major change is the inclusion of *ambiguous* character states, which reflect the fact that multiple high-confidence indels can be observed in a given spot, owing to the non-single-cell nature. We encode these states as tuples, for example in this character matrix:\n", "\n", "$$\\begin{bmatrix} 1 & 0 & 0 \\\\ 1 & (2, 1) & 0 \\\\ 1 & 1 & (2, 3, 4) \\end{bmatrix}$$\n", "\n", "In the above, we have two ambigous state: the `(2, 1)` ambigous state in the second row, second character; and the `(2, 3, 4)` ambigous state in the third row, third character.\n", "\n", "To handle this type of data, we have introduced new functionality in the preprocessing module, which can be read about in the [preprocess.ipynb](./preprocess.ipynb) notebook tutorial. Below, we discuss how one can reconstruct trees using this type of data, as well as how to simulate and benchmark new approaches for spatial lineage tracing data.\n", "\n", "We will begin with an example dataset from our recent KP-Spatial study." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from functools import partial\n", "import warnings\n", "\n", "import anndata\n", "import cassiopeia as cas\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import seaborn as sns\n", "import squidpy as sq\n", "\n", "import pyvista as pv\n", "pv.set_jupyter_backend('static')\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "## Some utility functions for tree plotting\n", "def plot_selection(tree, adata, node, color):\n", " \n", " subtree = tree.leaves_in_subtree(node)\n", "\n", " adata.obs['Selection'] = np.nan\n", " adata.obs.loc[tree.leaves, 'Selection'] = \"False\"\n", " adata.obs.loc[subtree, 'Selection'] = \"True\"\n", " \n", " with warnings.catch_warnings():\n", "\n", " fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(7, 3.5))\n", " cas.pl.plot_matplotlib(\n", " tree,\n", " add_root=True,\n", " indel_priors=None,\n", " clade_colors={node: color},\n", " ax=ax1\n", " )\n", "\n", " adata.uns['Selection_colors'] = ['#838383', color]\n", " adata.obs['library_id'] = 'puck1'\n", "\n", " sq.pl.spatial_scatter(adata, size=1, library_id='puck1', shape=None, na_color='lightgray', ax=ax2, figsize=(5,5), legend_loc=None)\n", " sq.pl.spatial_scatter(adata, color=['Selection'],\n", " groups = ['True'],\n", " library_id='puck1',\n", " size=20, ax=ax2, shape=None,\n", " scalebar_dx=1.0,\n", " scalebar_units='um',\n", " scalebar_kwargs={\"scale_loc\": \"bottom\", \"location\": \"upper right\"})\n", "\n", " sq.pl.spatial_scatter(adata, color=['Selection'], library_id='puck1',\n", " groups = ['False'],\n", " size=5, ax=ax2, shape=None)\n", "\n", "\n", " fig.tight_layout()\n", " plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "scrolled": true }, "outputs": [], "source": [ "# As noted above, you can access this data from the GitHub repository here: https://github.com/YosefLab/Cassiopeia/tree/master/notebooks/data\n", "\n", "allele_table = pd.read_csv('data/spatial_allele_table.txt', sep='\\t')\n", "allele_table = allele_table[~allele_table[['r1', 'r2', 'r3']].isna().any(axis=1)]\n", "\n", "indel_priors = pd.read_csv(\"data/allele_priors.tsv\", sep='\\t', index_col = 0)\n", "indel_colors = cas.pl.utilities.get_indel_colors(indel_priors, np.random.RandomState(1234))\n", "\n", "adata = anndata.read_h5ad('data/spatial_adata.h5ad')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Before creating the character matrix, we can apply some filtering to the allele table and mark the spots that get filtered out due to\n", "quality issues. These are spots we can potentially rescue with imputation downstream.\n", "\n", "Here, we have stored values like PercentUncut (i.e., percent `0` character) and target site UMIs in the anndata. You can draw these values from the allele table or compute them yourself and store them separately. We are not filtering on percent uncut, but we will remove spots with poor UMI support and try to rescue them later." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Dropping the following intBCs due to lack of diversity with threshold 0.98: ['ACGTCTTCGTAGTGr1']\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "b964c953c94c42a48b1b5b0613b42d5f", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Processing characters: 0%| | 0/32 [00:00= 3].obs_names,\n", " allele_table[\"cellBC\"].values,\n", ")\n", "\n", "pre_filtered_cells = np.intersect1d(adata.obs_names, allele_table[\"cellBC\"].unique())\n", "overlapping_cells = np.intersect1d(\n", " adata.obs_names,\n", " allele_table[allele_table[\"UMI\"] >= 3][\"cellBC\"].unique(),\n", ")\n", "allele_table = allele_table[allele_table[\"cellBC\"].isin(overlapping_cells)]\n", "\n", "# create unimputed character matrix\n", "(\n", " character_matrix,\n", " priors,\n", " state_to_indel,\n", ") = cas.pp.convert_alleletable_to_character_matrix(\n", " allele_table,\n", " mutation_priors=indel_priors,\n", " collapse_duplicates=False,\n", " allele_rep_thresh=0.98,\n", ")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "for character in state_to_indel:\n", " state_to_indel[character][-1] = np.nan" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have the character matrix, let's compute some simple statistics around drop out." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mean dropout per spot: 0.75\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dropout_per_character = character_matrix.apply(lambda x: len(x[x==-1]) / len(x), axis=0)\n", "dropout_per_cell = character_matrix.apply(lambda x: len(x[x==-1]) / len(x), axis=1)\n", "\n", "print(f\"Mean dropout per spot: {round(np.mean(dropout_per_cell), 2)}\")\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(6, 3))\n", "\n", "sns.histplot(dropout_per_character, ax=ax1)\n", "ax1.axvline(x = np.mean(dropout_per_character), color='red')\n", "ax1.set_title(\"Dropout per character\")\n", "ax1.set_xlabel(\"Dropout\")\n", "\n", "sns.histplot(dropout_per_cell, ax=ax2)\n", "ax2.axvline(x = np.mean(dropout_per_cell), color='red')\n", "ax2.set_title(\"Dropout per spot\")\n", "ax2.set_xlabel(\"Dropout\")\n", "\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's add back in the cells pre-filtered to try and impute them." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ ">> Adding back in 3465 cells for imputation.\n" ] } ], "source": [ "# add in cells that did not have high-confidence target sites\n", "missing_cells = np.setdiff1d(pre_filtered_cells, character_matrix.index)\n", "print(f\">> Adding back in {len(missing_cells)} cells for imputation.\")\n", "missing_cell_character_matrix = pd.DataFrame(\n", " np.zeros(\n", " (len(missing_cells), character_matrix.shape[1]), dtype=int\n", " ),\n", " index=missing_cells,\n", " columns=character_matrix.columns,\n", ")\n", "missing_cell_character_matrix.to_numpy().fill(-1)\n", "character_matrix = pd.concat(\n", " [character_matrix, missing_cell_character_matrix]\n", ")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ ">> Imputation round 1...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 145093/145093 [00:06<00:00, 22617.48it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ ">> Imputation round 2...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 120408/120408 [00:04<00:00, 24795.38it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ ">> Imputation round 3...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 104858/104858 [00:03<00:00, 26635.56it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ ">> Imputation round 4...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 95427/95427 [00:03<00:00, 28848.55it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ ">> Imputation round 5...\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 89381/89381 [00:02<00:00, 30528.68it/s]\n" ] } ], "source": [ "imputed_character_matrix = cas.sp.impute_alleles_from_spatial_data(\n", " character_matrix,\n", " adata,\n", " neighborhood_radius=30.0,\n", " imputation_hops = 2,\n", " num_imputation_iterations = 5\n", ")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# remove spots with no information\n", "\n", "imputed_character_matrix = imputed_character_matrix[\n", " (\n", " (imputed_character_matrix == -1).sum(axis=1)\n", " / imputed_character_matrix.shape[1]\n", " )\n", " < 1.0\n", "]\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mean dropout per spot after imputation: 0.75 --> 0.61\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "imputed_dropout_per_character = imputed_character_matrix.apply(lambda x: len(x[x==-1]) / len(x), axis=0)\n", "imputed_dropout_per_cell = imputed_character_matrix.apply(lambda x: len(x[x==-1]) / len(x), axis=1)\n", "\n", "print(f\"Mean dropout per spot after imputation: \"\n", " f\"{round(np.mean(dropout_per_cell), 2)} --> {round(np.mean(imputed_dropout_per_cell), 2)}\")\n", "\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(6, 3))\n", "\n", "sns.histplot(imputed_dropout_per_character, ax=ax1)\n", "ax1.axvline(x = np.mean(imputed_dropout_per_character), color='red')\n", "ax1.set_title(\"Dropout per character, post imputation\")\n", "ax1.set_xlabel(\"Dropout\")\n", "\n", "sns.histplot(imputed_dropout_per_cell, ax=ax2)\n", "ax2.axvline(x = np.mean(imputed_dropout_per_cell), color='red')\n", "ax2.set_title(\"Dropout per spot, post imputation\")\n", "ax2.set_xlabel(\"Dropout\")\n", "\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have a character matrix, we can reconstruct lineages using one of several algorithms in the Cassiopeia package.\n", "\n", "To handle the conflicts in allele state that come with spatial data, we have introduced new reconstruction approaches. For example, we have extended the Cassiopeia-Greedy algorithm to handle ambiguous states. We also have added new functionality to reconstruct trees using distance-based algorithms like Neighbor-Joining over ambigous states. We'll show an example using the Neighbor-Joining approach.\n", "\n", "At the core of this modified approach is the `cluster_dissimilarity` function which will compute an aggregate dissimilarity between sets of points (similar to how hiearchical clustering would aggregate dissimilarity across sets). We use this in the example below:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/cassiopeia/data/utilities.py:235: CassiopeiaTreeWarning: Failed to numbaize dissimilarity function. Falling back to Python.\n", " warnings.warn(\n" ] } ], "source": [ "# vg_solver = cas.solver.VanillaGreedySolver()\n", "\n", "tree = cas.data.CassiopeiaTree(character_matrix = imputed_character_matrix)\n", "\n", "dissimilarity_function = cas.solver.dissimilarity_functions.weighted_hamming_distance\n", "\n", "cluster_dissimilarity_function = partial(\n", " partial(\n", " cas.solver.dissimilarity_functions.cluster_dissimilarity,\n", " dissimilarity_function,\n", " )\n", " )\n", "\n", "nj_solver = cas.solver.NeighborJoiningSolver(\n", " add_root=True, dissimilarity_function=cluster_dissimilarity_function\n", " )\n", "\n", "nj_solver.solve(tree)\n", "\n", "# vg_solver.solve(tree)\n", "\n", "tree.collapse_mutationless_edges(infer_ancestral_characters=True)\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "03a7c177d66346fc8d05c44695e23294", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/2911 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# create reconciled allele table for plotting\n", "allele_table_to_plot = cas.pp.convert_character_matrix_to_allele_table(imputed_character_matrix, state_to_indel, keep_ambiguous=False)\n", "allele_table_to_plot['r1'] = allele_table_to_plot['r1'].astype(str)\n", "\n", "# filter out lowly abundant characters\n", "percent_present = allele_table_to_plot.groupby('intBC').agg({'r1': len}) / allele_table_to_plot['cellBC'].nunique()\n", "to_keep = percent_present[(percent_present.values > 0.15)].index\n", "\n", "allele_table_filtered = allele_table_to_plot[allele_table_to_plot['intBC'].isin(to_keep)]\n", "allele_table_filtered['intBC'].unique()\n", "\n", "h = plt.figure(figsize=(7,12))\n", "ax = plt.gca()\n", "cas.pl.plot_matplotlib(\n", " tree,\n", " orient='right',\n", " allele_table=allele_table_filtered,\n", " add_root=False,\n", " figsize=(3.5, 6),\n", " indel_colors=indel_colors,\n", " ax=ax,\n", ")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n", "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n", "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n", "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n", "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "node = tree.root\n", "# find three largest subclades\n", "sizes = np.array([len(tree.leaves_in_subtree(child)) for child in tree.children(node)])\n", "iid = np.argsort(-sizes)[:3]\n", "\n", "colors = ['blue', 'red', '#E69F00', '#D34818']\n", "clade_to_colors = {}\n", "for _iter, child in zip(range(2), np.array(tree.children(node))[iid]): \n", " clade_to_colors[child] = colors[_iter]\n", " plot_selection(tree, adata, child, colors[_iter])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We often find that the major splits in the tree are reflected as spatially-segregated populations as above. We encourage the user to experiment with several solvers; we have found that a hybrid solver consisting of Cassiopeia-Greedy and Neighbor-Joining to work well with this spatial data." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulating spatial lineage data\n", "\n", "Another key capability of the Cassiopeia spatial library is to simulate spatially-resolved data for the purposes of theoretical work and benchmarking of new algorithms. Below, we briefly walk through the basics of simulating trees. \n", "\n", "One can then take these simulated trees and fit them into any of the benchmarking code described in the [benchmark.ipynb](./benchmark.ipynb) tutorial." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# define lineage tracing data parameters\n", "\n", "number_of_cassettes = 39\n", "size_of_cassette = 1\n", "\n", "# Specify the mutation proportion\n", "mutation_proportion = 0.5\n", "get_mutation_rate= lambda depth: -np.log2(1-mutation_proportion)/depth\n", "\n", "number_of_states = 100\n", "state_generating_distribution = lambda: np.random.exponential(1e-5)\n", "\n", "# Specify the dropout proportions. Note that the heritable missing data proportion will be\n", "# total_dropout_proportion - stochastic_proportion\n", "total_dropout_proportion = 0.0\n", "stochastic_proportion = 0.0\n", "heritable_proportion = total_dropout_proportion - stochastic_proportion\n", "\n", "get_heritable_rate = lambda depth: -np.log2(1-heritable_proportion)/depth" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below we set up three simulators:\n", "\n", "1. A `BirthDeathFitnessSimulator` that simulates a tree topology according to user-specified birth and death rates.\n", "2. A `LineageTracingDataSimulator`, specifically a `Cas9LineageTracingDataSimulator` that deposits edits along a tree according to the principles of a Cas9 tracer.\n", "3. A `ClonalSpatialDataSimulator` that overlays spatial coordinates on the reconstructed tree. We define an arbitrary cube of unit coordinates" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "tree_simulator = lambda num_extant: cas.sim.BirthDeathFitnessSimulator(\n", " birth_waiting_distribution = lambda scale: np.random.lognormal(mean = np.log(scale),sigma = .5),\n", " initial_birth_scale = 1,\n", " death_waiting_distribution = lambda: np.random.uniform(0,4),\n", " mutation_distribution = lambda: 1,\n", " fitness_distribution = lambda: np.random.normal(0, .25),\n", " fitness_base = 1,\n", " num_extant = num_extant)\n", "\n", "lt_simulator = lambda depth: cas.simulator.Cas9LineageTracingDataSimulator(\n", " number_of_cassettes = number_of_cassettes,\n", " size_of_cassette = size_of_cassette,\n", " mutation_rate = get_mutation_rate(depth),\n", " number_of_states=number_of_states,\n", " state_generating_distribution=state_generating_distribution,\n", " heritable_silencing_rate=get_heritable_rate(depth),\n", " stochastic_silencing_rate=stochastic_proportion,\n", " collapse_sites_on_cassette=True)\n", "\n", "shape = (1,1)\n", "spatial_simulator = cas.sim.ClonalSpatialDataSimulator(shape=shape,)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we'll simulate the data - first the tree, then the lineage data, and then finally the spatial data. We'll end by sampling randomly leaves." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "np.random.seed(1234678)\n", "\n", "simulated_tree = tree_simulator(4000).simulate_tree()\n", "lt_simulator(simulated_tree.get_mean_depth_of_tree()).overlay_data(simulated_tree)\n", "spatial_simulator.overlay_data(simulated_tree)\n", "simulated_tree = cas.sim.UniformLeafSubsampler(ratio = .25).subsample_leaves(simulated_tree)\n", "\n", "# relabel nodes\n", "node_map = {l: f'cell{l}' for l in simulated_tree.leaves}\n", "simulated_tree.relabel_nodes(node_map)\n", "simulated_tree.character_matrix.index = [f'cell{l}' for l in simulated_tree.character_matrix.index]\n", "simulated_tree.cell_meta.index = simulated_tree.cell_meta.index.map(node_map)\n", "\n", "simulated_tree.collapse_unifurcations()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "aa1087a50e05432f805a731dc8a985a5", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/1000 [00:00, )" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "allele_table = cas.pp.convert_character_matrix_to_allele_table(simulated_tree.character_matrix.astype(int))\n", "\n", "cas.pl.plot_matplotlib(simulated_tree, orient='right',\n", " allele_table=allele_table.astype(str),\n", " figsize=(5, 10),\n", " extend_branches = False)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "simulated_adata = anndata.AnnData(obs=pd.DataFrame(index=simulated_tree.leaves))\n", "simulated_adata.obs['library_id'] = 'simulated_puck'\n", "\n", "simulated_adata.obsm['spatial'] = simulated_tree.cell_meta[['spatial_0', 'spatial_1']].to_numpy()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n", "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n", "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n", "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n", "/Users/matthewjones/miniconda3/envs/cas-py11/lib/python3.11/site-packages/squidpy/pl/_spatial_utils.py:976: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap', 'norm' will be ignored\n", " _cax = scatter(\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "node = simulated_tree.root\n", "\n", "# find three largest subclades\n", "sizes = np.array([len(simulated_tree.leaves_in_subtree(child)) for child in simulated_tree.children(node)])\n", "iid = np.argsort(-sizes)[:3]\n", "\n", "colors = ['blue', 'red', '#E69F00', '#D34818']\n", "clade_to_colors = {}\n", "for _iter, child in zip(range(3), np.array(simulated_tree.children(node))[iid]): \n", " clade_to_colors[child] = colors[_iter]\n", " plot_selection(simulated_tree, simulated_adata, child, colors[_iter])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Modifying the sparsity and resolution of the data\n", "\n", "As previously mentioned, spatial data can have limited resolution and increased sparsity. We can introduce these features into the simulated data.\n", "\n", "For example, we can introduce dropout randomly as so:" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "6129f26a3441494c9cabd213a4f1f854", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/4000 [00:00, )" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def dropout_cassettes(_tree, missing_rate = .3, missing_state = -1, cassette_size=3):\n", " character_matrix = _tree.character_matrix\n", " missing = np.random.choice([0,1],p=[1-missing_rate,missing_rate],\n", " size=(character_matrix.shape[0],int(character_matrix.shape[1]/cassette_size)))\n", " missing = np.repeat(missing,3,axis=1)\n", " character_matrix[missing\n", " == 1] = missing_state\n", " _tree.character_matrix = character_matrix\n", " _tree.set_character_states_at_leaves()\n", "\n", "\n", "# drop out data\n", "missing_rate = 0.4\n", "missing_tree = simulated_tree.copy()\n", "dropout_cassettes(missing_tree, missing_rate)\n", "\n", "allele_table_missing = cas.pp.convert_character_matrix_to_allele_table(missing_tree.character_matrix.astype(int))\n", "\n", "cas.pl.plot_matplotlib(missing_tree, orient='right',\n", " allele_table=allele_table_missing.astype(str),\n", " figsize=(5, 10),\n", " extend_branches = False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also simulate low resolution spatial assays. Specifically, we can modify the pipeline above by introducing a `SupercellularSampler` to group together leaves. Then we'll overlay spatial data." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "supercellular_sampler = cas.sim.SupercellularSampler(ratio=0.3) # merge together 30% of cells" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "np.random.seed(1234678)\n", "\n", "simulated_tree_lowres = tree_simulator(1000).simulate_tree()\n", "lt_simulator(simulated_tree_lowres.get_mean_depth_of_tree()).overlay_data(simulated_tree_lowres)\n", "simulated_tree_lowres = supercellular_sampler.subsample_leaves(simulated_tree_lowres)\n", "spatial_simulator.overlay_data(simulated_tree_lowres)\n", "simulated_tree_lowres = cas.sim.UniformLeafSubsampler(ratio = .25).subsample_leaves(simulated_tree_lowres)\n", "\n", "# relabel nodes\n", "node_map = {l: f'cell{l}' for l in simulated_tree_lowres.leaves}\n", "simulated_tree_lowres.relabel_nodes(node_map)\n", "simulated_tree_lowres.character_matrix.index = [f'cell{l}' for l in simulated_tree_lowres.character_matrix.index]\n", "simulated_tree_lowres.cell_meta.index = simulated_tree_lowres.cell_meta.index.map(node_map)\n", "\n", "simulated_tree_lowres.collapse_unifurcations()" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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cell2632-2821-2693(0, 67)(16, 91)(0, 11, 20)(0, 91)(0, 51)(48,)(0, 11)(18, 74)(40, 33, 46)(80, 50)...(4, 20)(0, 50)(0, 33, 61)(0, 23)(0, 31)(0,)(0, 24)(0, 33)(0, 22)(0, 62)
cell2809-2658(67, 91)(16, 95)(0, 50)(33, 91)(43, 68)(48,)(16, 71)(74, 18)(0, 46)(0, 50)...(4, 37)(0, 50)(0, 95)(0, 23)(0,)(0, 91)(24, 0)(0, 33)(26, 11)(8, 0)
cell2959-2500(67, 29)(16, 95)(0, 50)(0, 91)(0,)(48,)(0, 18)(18, 74)(40, 46)(0, 50)...(0, 4)(24, 50)(95, 63)(0, 23)(0, 17)(0, 88)(0, 69)(24, 33)(0, 56)(0, 4)
cell2107-3143(0, 67)(16,)(0,)(91,)(0, 91)(48,)(16, 13)(18,)(0, 81)(33, 50)...(4,)(50,)(0,)(23,)(0, 50)(0,)(0, 95)(0,)(0, 26)(0, 46)
cell2807-3427(56,)(0, 33)(0, 33)(0, 61)(0, 61)(48,)(0, 51)(74,)(46,)(0, 23)...(46, 6)(33,)(33,)(0,)(0,)(40, 0)(8, 0)(33,)(0,)(0, 46)
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5 rows × 39 columns

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" ], "text/plain": [ " 0 1 2 3 4 \\\n", "cell2632-2821-2693 (0, 67) (16, 91) (0, 11, 20) (0, 91) (0, 51) \n", "cell2809-2658 (67, 91) (16, 95) (0, 50) (33, 91) (43, 68) \n", "cell2959-2500 (67, 29) (16, 95) (0, 50) (0, 91) (0,) \n", "cell2107-3143 (0, 67) (16,) (0,) (91,) (0, 91) \n", "cell2807-3427 (56,) (0, 33) (0, 33) (0, 61) (0, 61) \n", "\n", " 5 6 7 8 9 ... \\\n", "cell2632-2821-2693 (48,) (0, 11) (18, 74) (40, 33, 46) (80, 50) ... \n", "cell2809-2658 (48,) (16, 71) (74, 18) (0, 46) (0, 50) ... \n", "cell2959-2500 (48,) (0, 18) (18, 74) (40, 46) (0, 50) ... \n", "cell2107-3143 (48,) (16, 13) (18,) (0, 81) (33, 50) ... \n", "cell2807-3427 (48,) (0, 51) (74,) (46,) (0, 23) ... \n", "\n", " 29 30 31 32 33 34 \\\n", "cell2632-2821-2693 (4, 20) (0, 50) (0, 33, 61) (0, 23) (0, 31) (0,) \n", "cell2809-2658 (4, 37) (0, 50) (0, 95) (0, 23) (0,) (0, 91) \n", "cell2959-2500 (0, 4) (24, 50) (95, 63) (0, 23) (0, 17) (0, 88) \n", "cell2107-3143 (4,) (50,) (0,) (23,) (0, 50) (0,) \n", "cell2807-3427 (46, 6) (33,) (33,) (0,) (0,) (40, 0) \n", "\n", " 35 36 37 38 \n", "cell2632-2821-2693 (0, 24) (0, 33) (0, 22) (0, 62) \n", "cell2809-2658 (24, 0) (0, 33) (26, 11) (8, 0) \n", "cell2959-2500 (0, 69) (24, 33) (0, 56) (0, 4) \n", "cell2107-3143 (0, 95) (0,) (0, 26) (0, 46) \n", "cell2807-3427 (8, 0) (33,) (0,) (0, 46) \n", "\n", "[5 rows x 39 columns]" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# we can see the ambiguous states in the bottom of the character matrix\n", "simulated_tree_lowres.character_matrix.tail(5) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Interactive viewing\n", "\n", "We also have an interactive viewer that you can use to investigate the spatial phylogenies. Launching this in a jupyter notebook is difficult and requires special proxy settings, but you can use the following codeblock to generate this viewer in a terminal session:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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nyqsK63xLrk+jQRG3gDtIT87A7Vrn9Bew13UZBf2NsJT8wZCV3H6Z5reE5Sp3qK6PMr4elRxap4WbjU8721+RPo/irVr/AFOKFreOSJ2w2xCNo9c1p+IfE76NcJbxWwkdl3FnOBVjUPEOl6HILUo29QPkiT7orlfEmpaZrDRXMNxOsoXb5Zj4H61EIKc03CyOiviJ4bDyhGvzVE/LTutThfH2qf2xq1vdNCIpfI2Nhsg4Jxj86h8KO405+cbJjtI4xwKh8UweW9pNuU+YjDAPIwR1H411/wALb2zsfDeqTX6h40ul2KVDHJXsPwrZyVN+6rnDGnLF0/3srPdt+R1dholr4lsYr66E8M4AjZg338d+RXTabpltpVr9ntgwXOSWOSTWbpXimw1K6W0ijkicj5QwGD+Vb1cVWU78stF2PfwNLDuPtadpS2cu5T1O/j02wluZGA2j5c9z2FcHaeJtdu9RjSKUOztxEEGK7++sbfUbZre5j3xnnGcc15u876Jrchs7II0bFUEwLH6itsMotNWuzgzedanUhLn5YeV7noep6mmlacbudGbGBtXuTWJpnjOG/vVtpbUwh+j78gfWuX1251aZ45dQZkSddyQhuAPpVLT9LvdTdks4i+PvHIAGfWtIYaHJebOXEZxiHiVCjF2XS2r/AF2OnuPG0cF64ttOiKK2N+cFvyFXNZ8V3FlBayW1pxPHv3S5wPaodJ8FPa3kVxd3EbhDu8tVzk++a69o0ddrIrL6EZrGpKjGS5Vc78NSx9SnP2s+RvbRaHO6L4oF3Yy3GorHbLGcB84D/TPeq/8Awnll9o2C1m8vON+R+eK09b8PQazDEnmGAxZ27VGOfaqml+DbGxcyXDfan/h3rhV/CknQacn9w5RzJSjTg1Zbydtfl/XqdEjrJGrr91gCKgfTrKSbzXtIGkzncUGasgADA4AornvbY9dxUl7yuHSiqOsXclhpNzcxbfMjTK7uma4bTfFWrPqcCS3CyRySBWVlAGCa1p0ZTi5LocWKzGlhqkac73Z6HNMlvBJNISERSxx6CuXTx7ZGfa1rMsefv5B/SurYBlKsAQeCDXm+peFtV/tGYwWgaJnJQxkAAf0qsPGnK6mYZpWxdJRlh1fvpc7rTdZstWVzaS7in3lIwRRLo9nLKZCjAk5IDcVT8O6FHo9oGdf9KkX96c5/AUkviApMyrbjaDjk815Ga1sBSssTZxvpdXPSwTxE6SdRWl1sF5qkthN9mghVY0GBuB5qWPW7WS3xcqQx4ZQuRWlE0dzAkpQYYZAYdKq3OkW1zIZGDKx67T1rhqYfMIN1MNUUovaLVkl5WOlShtJC2lrp8gW4t4lPofSr1c54lk1LRPDMz6BbGa6UjgrvIHdsdzXHeCPFXjDUvECWmo28k1oc+a7wbPK984H5V6eGgqVNRcVFvflWlzkq4mMaqpu7ueqV538QdU8YWF9Cuhwy/YimTJBCJGLdweDivRKK6WroqrTdSPKnb0OU8B6j4g1HR5H1+3aOVXxE7psZ19xR4+8OnxDoYQaitktuxkZpM7CMfxVlfEJPGJubc6AZ/sez5xbEb93v3xVjwbaeINT8P3tl4sjlaGX5E844kKnrnFT/AHTm5r3w8k3pu/8AM898LeG/DN3qZtdU1+Gff8kUUIdNzeu4gD8K9X8PeCNG8M3ElxYRymZ12mSV9xA9BWFZ/CTRLTUo7oXV5Isbh1iZhjI5HIGa9AHAxShG26FhMNyK84pNbBWfq2h6ZrkCw6lZx3CKcru6r9CORXH+MPiRJ4a1n+zYNM891UMXkcqDn0wKy4/jBK0Dl9ECy/w/6R8v48ZrSKc9EjpU41G4JX+Wn+R2tn4K8N2UDxRaRbFXOW8xd5P4tmvIvjPBZ6fqekWFjaQW8KRPIViAGSSByB9KdrPxE1zUgVe9FrF/zztfk4926n8642aQ6vN9ngt5ry4Y5CxKZHz+HNa+wsrnTSpQpyUrJWLfhLUX07Vxci2t7qJUxJDOoKsD9QcdK7nUPiZqCW3k2otNOiAwBAmSPoTwPyrK8JfCvXb26D6skum2ZXLcr5regA5x+Ner6L4A8OaGRJBp6zXA/wCW9yfNf8M8D8AK4pwqSk7OyPRhiMHD944c0/PY8asIdZ8Wag/9n2k15OeXuJmwo+rt/IV22lfCO4mIk13VSB/zwsxj83YfyFejX+q6ZosSvfXdvaIxwu9gufoKk0/VLDVYPOsLuG5jBwWicHFONCCeurMqub1qnuRaj5I8n8QfZPhrq0f9i6HG7yR5+2XbNKfovPFWx8Yi2gu5s411UMFVOTGR/e/+tmvVZIo5l2yxo6+jLkVyviD4d6H4guRcypJbTAbS1uQoI9xjFW4tfCeHXp4lyc4Tvfo/8zmPCHxQv9W12HTtTt7YLOdqSRZUqfxJzWn4r+Jn/CN602nJpbTFACzvJtBz6cGuZvPg7qsV6Tp2oW7Qbso0hKuv5Cus8WWNzpngaN3sLfV762jCvNNDvKgDlgOtJc1tTnpvFezlGWjXXf5HkPhK6bX/AIuW185Kme8efHXHBOK+ma+aPhHvb4hWsgjL/I5baPu5HWvpenT2PdxOjjHsgorJ8Sald6RoNze2Nr9pnjGRHz+fHpXm/h/4tX0+rxW2r29qtvK20yIChj9zk9KpySdmedVxNOlNQl1PXqKajrIiujBlYZDA5BFOqjoCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKztb+3/wBmSDTR/pB6euPatBmVFLMwVRySTgCqkOrafcTeTDeQvJ/dVxmqje90jKtyuPI5Wv56/I4Gy8K6tfXmbqN4FzlpZDk/h616JEn2a0WNCZDGmBnqcCsLxTfL9iNrb6jDBcEjcpfBI9M9qzvDGh6nBepeTXAFvjOFk3b66ajdWHNJ2tsjx8NCGDr+xoxcm95X2Kcuu+JZNQKRwyId2BGIePzrubeVmhjExQTlRvUHoaLyKWezljhk8uVlIV/Q1xFt4O1VL5ZZ7mNFVtzSByTU3hUWto2NbYnCT93mq83d6L+vkWda8XX9nqUltb26IkZxmRSS3vU9p46tDAn2uGQTfxeWMr/Orc/ivRI5/JctKV+UuI8j86ePC2iXjLdpExWT5wFchTn2qv3ailODRkvrUqknhq6l5Pp9xm67c65ePFLpXnGydAymHgk+/el0TwotxC8+swOZnbIBc5x74rrookhiWKNQqKMKo6AU+s/btR5Yq35nX/ZsJVfa1m5eT2+SIba0t7OIR20KRJ6KMU28vbewt2nuZBHGO5qxXKeNINQuoIYra3aWDO5ygyQe1RTjzzSbOjFVXh6Ep043a2RYm1TSvEtvJpsNy6SSD5SUx0qrpngoWV/Hcy3m8RtuVVXGT71V8H6HcQ3j3l5atGFGIy/Bz9K7etak/ZtwpvQ4cLQWMjHEYqHvLbdaehwPi3Sr+51czQWTPGVADxrnP1rEvrF9PsoUubYR3MhLAluQvuK9VnkaKCSRULsqkhR3rzLUNSvdav41uLNWZWwsaoQ2PTPWt8PUlJJdEebmuDo0ZOd25T2008zgvFCgNav3+YfyqbwXdR2816skazIwUmJmIB688V0fxTsLDTbHSobe2aKYuWZic8Ecg/iK53wRdTwXd9Hb2ySu8Sklot+0A/p1rRTU3zJGM6DoUnTk9V2V/PY9f8JWunzWxvobHyZgxXLMW/LNdOzBVLHoBmvOU1PxPLY4hjmWFT96KHb/ACFO0vxJri3UcB3XO5gCrplvzrnqYeUm5XX3noYXNKNGEaXI1frypXfoi/N49ZLllSxBiDY+Z8Ma0bfxnpNzKqyJJEf7zqCAfrVnXLbSrXTpry506OQ452qAxJ965LQrnSn1iFDpZy7YUmUuFP0NOMKc4OSi9CatfF4evGnOrF83dP8ARfqQ+JtZt9Zu45II3URgrlsfNUGj65LoomaCNXkkwPn6ACp/Fenw6frDLBgJIu/YBjbW54JtrCe2mdrdXuUblnXIAPTFbuUI0U7XR5lOniKuYOLkoz11/wAvkaPhnxBc6y0yXFuq+WMh0BwfauipqRpEu2NFRfRRih3RBl3VR7nFebNqUrxVj67DwnTpqNSXM+46o55o7aB5pW2xoNzH0FPBDDIII9RTZYo54nilUMjjDKe4qV5mzvbTc5+Hxrpc1ysOJlDHAdl4/nVLWvGFzp+pSWsFqm2P+KTPzfSkvLHwvod6hnWQyj5hGCWA+oroLO503W4PPiSOYKcHegyv511NU42kotrzPGjLFVU6MqsYzT6auwzSrxdd0cS3FuFWTKsjcg//AFqrSaBpumxyXtrp4kniUsiZJ5HoK3AqooCgBR0A7Vky+J9HhuDC94u4HBIUkA/WsouTb5Fp2O6pCjGEfrDXMurtv5XOYs/F+sS6hHG1ujqz4MaxkGtHxbp2q3Ti4tZWNtGmWjV8EHucd66qMxSKsse1gwyGHcU+qdZKSlGNjCOAnOjKlWquV+u1jzTR/FN7p0ZtypuFY/LvYkr9K6GJr2W6R3t97MQSGirolsLNZvOW1hEnXcEGasV5maYOOOlCUZOHLvbqb5dQrYWDhUnzLp5CDgDjHtXOeKPGumeFPJS8WaWaYEpHEuTj1JNdJWRrnhjSPEaRrqdqJTH9xwxVl/EV1u9tDoq87i/Z7mRpvim18b6NqFto881neiMgGQYKE9CCK4jR/AHjOy16C5a7WJUkDPMLktuGeeOpzXVajLoPwy0h59NsRJcTOE2+blj9SeQKqeGPigde1B7GfTRBKY2eNkkLD5RnB44rN2bSlucM/ZynGNeXv+R3y31o1z9lF3AbkdYhIN//AHz1rzzxL8VZdE12fToNKWQQNtZ5ZCpY+wA6V4bo2ozR+JrTU3naOX7Wsry7uRl8sSfpmvevEXjTwSJCZrSHV7lRgGOFWH/fZ4/LNWlKfwm3NUrxapOzTK4+M2leTETpt2ZCP3iqVwp9j3rsdM8VaTqeipqy3SQWzZBM7BNpHUHNfPWs3NrqOrXF5b2q2cErZWBWBC/jgVQe9iQLGGL7fuqDnH0rWFGe82a0KeITbrNWPddW+KWi2RKWKS38g7p8if8AfR/oDXC6x8Tdcv8AKwzR2EP92D734sefyxXJSaPrLaet4I7aKJjhVe5TzD77Ac10fg3wTA9y194uiMWmhcxmebyldvoDlhir5qUNNzZ16MZcu7OTu9Z82ZpJJZJ5m6szF2P41v2fgHxjq9lHdwWMUUMgBQyzqGIPfAruZvhl4W1GOe90W8cxqCwgtpFdc4+6D1Fc5pvxF8QaNLBpqWEX2eAiNbZo234HbPXNRLEvbZHNVxzhK01ZPZrU1dN+CUc2nxvrGqTi8JyyQ4KAenvXfaXpGieA/D7iMrBbxDdLO4G5j746/St23lM1vFKyFC6hirdRntXlPxV8WyJKdBs5IjEU/wBJG3JB7DJ6VnOWl2OvUjRg6j1Z2Wl/ELw5q9+lnbXjCZzhBJGVDH0BrqK8N+GHhu11O+l1LUI5RDaMrRSbtqF/Q+te4RyJIu6N1dfVTkVMG2rsWEq1KtPmmeI/FzUmufEMdm1o0X2ZMLKxP7wHngV0nwf0uKLSrjU1lm8yZvLaMjCDHcetei3NnaXa/wClW0MwX/nqgbH51y+oeOND061ntrCVPPiUiNEiOzd6ccVMuWD5pMvD5bVq4l1I+98tjr6K8o0zxh4rl1GENE9xHIwzH5GAQfQgVt+OIvEvmJc6dLMtkkeXWF9pU9yfWpVdOLkkz2ZZZOFWNKc0r9bneVieMLr7H4O1ifcUK2kmGA5BIwP51yngrxoNj2es3xLlgIXkBOfYn/GtT4p3f2b4d6kyuQZQkYI75Yf0q4VFON0YV8JUw9b2c/v7nmHwRWOLX9Sv5yiwwWvzSMfu5P8A9avZbTxfoV9dC2g1BDKxwoYFcn2JFeDfDrVU0x7yO4hSS0uwsU+c5C+o/OvWNO+H2jTyw39rqU01vuDqFxz+NYxnK9ofM76uGope0xDavtbY7w4xz0rzfVPhHp2o6hLdWupS26yMWaPYHAJ64ORXY+I9KuNW0SSztLgwSnGDkgHHY4rkfDHhHxFpOtRzyzpHbj/WASlg49MVpOT5kuW6PMWBw+IouVWaTWyZ3OkaZHo+lW9hFI8iQIFDOeTV2iitjnSSVkFFFFAwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKwfEfiFtFWNIoRJLJyC33RUHhvxHc6xLKlxboiIufMTOB9c1p7KfJz9DjePoKv9Xv7x0tFV47+zml8uO6hd/7quCag1LWLLSUVruXaW+6oGSfwqFFt2SOiVWnGLm5Ky6l+kZgqlj0AzXBat41uZJ9umt5cIH3mQbifxqivjHWRjM0ZA65jHNdKwlRq55VTPcLCTirvzW35lvX/ABZ/aEE1lDblIicby3Jx7Vg6XDdTahCLNC0wYFcdq0dTnj1ySAadYjz9m6YRx4JatvwhoN1aXb3l5A0WFwgY8/lXVzRpUnpZ9jxPZVsbjFeXMv5krJLcdP4GNzcmdr8gudzgpk5785rqLCyj0+yjtYiSkYwCepqzWXrurx6RYGVgxdvlQD1rgc51LRZ9NDDYbB81ZK3dmpkZxmkZQylSMg8GvH/tN7dXJkEs8kxO7KsSa6rw94sWGJ4tVuXY5ARiuSPqa1nhJRV07nDhs8o1p8k48q7t6GqfBWkm483E2Cc7N/FdBHGkMaxxqFRRgAdhSRSJNEskbBkYZBHcU+sJTlL4merRw9Gld0opX7BWH4mt9VubJE0xiOf3gVtrEfWtyori5gtIjLcSpGg/iY4pQk4yTQ8RTjUpOEnZPrscv4W0zWbS7eW9d0hK42O+4k11tU7TVbC/cpa3UcrDkhTzU093b22PPnjiz03sBmqqSlOV2tTLCU6VCjywldd27k1ISFBJ6CqlzqtjaWouJrmMRHgMDnP0xUWn65p2qSNHazh3AyVIIOPxqeSVr20NnXpKShzK76XOfufHiRXTRxWReNWxuZ8E/hitHV7nULrRIbrSI2Dy4LYA3hfatB9D0uSfzmsYTITnO3vV8AKoAAAHQCtJTpqzhE46eHxUlONepo9raNHhnjuDWTokE+pC48tLgBTMe5B6U74SXsVp4nuhMyIklo2XZsAYZTXffE/R7vWfCDR2VvJcTwzJKI4+pA4PHfgnivLfDnh7U7e6a7vbWaytUQqz3ERUsT0VQeSa6IyVWNnocFSlLBNSi3Kyvr/me/295bXYJt545QOuxgcVMFUHIAz64rzfwvqOn6VNNcXM0ok2EKipwf8A69dBZ+N7S6vEga1ljDttDEg/pWNTDyi3yq6OrDZtRqU4uq1GT6b/APDHTyRpLGUkVXQ8FWGQarW+l2NrIZILSGN/7yoAat0EgDJOBWF3seo4Rbu1qjifGt28dzFF9hiZNuRM6ZP0Bq54L1Bbi1mgMMETIRjyxgt9RVrWpdP1m0bT4tTgSYsMfNnJHas7RfB9zYalHdT3Ue2M5Ajzlq67wdHllozwnTrxzD2tL3ovfbT/AIbc7GvO/G+4ayuZ2YGMER9kr0SvKvEs7T6/dFixCttAbsBSwavUuXn81HCqPdleOfUBp7GK4mFtGwDKrkAE1PY6prTyJBZ3Vy7Z4QHdWp4T0rUJLlLnbtsWzvDniQemO9d3BZ21sSYLeKInqUQDNbVq8YNxsmedgMtrV4Rqc7iv628jyzV7i+vr/deW+y4UBCAhBOK7XTpLHw14eiuJ45I3mwXU8szeldGyry2wEjpxXm+s+I7u/ke1uLSIRK/EbKdwx7+tRGTrpQSskdNSjHLZSrynzTltddfM6SPxvpUit5iTx4HAK5z+RrHsdG0LXLyT7Jd3MZzuMLKM49jWrZ+EdKutOileGeKSRQxBkOV9q0tJ8OWOjytNB5jykY3Oc4FQ504J+zbTN1hsXiZQ+sxjKPzuaVtbx2ltHBECI41Crk9qpavrdpo0SNcbyz/dRBkmtKqOpaTZ6tEqXce7acqQcEVzRceb3tj160aipNULKXS+xlxeJ11OwvBpcTG/jiZ4opR949q800/xT8QW1yKN4rqQtIA8D2uFxnnnHH1zXb6vaSeGAj6NbtmQESTsN5X29qveFNW1TUZJkvULRKMrKU28+nvWlWhzL2kHoeTHEVJ1Y4etJqfktO/9dDp1JKgsMHHIpJFLxsoYqSCAw7U6svXPEWmeHbZZ9SuRErnCAAszH2ArE9uUlFXk9Dye9+E3iKfUpH+2W00buT50kh3Y9SMV3ttB4Y8N6e9kJ9MhvxbmORgVV3O3nPfmtHRfGWh+IDKtjeAvGu51kUoQvrz2rwTxxaWNlrd+thqH2xG3OXA+6TzjPf61k7R1R5c/ZYZKpSV7+ZzGkhRbs5AJ9asi5llH7pAF6bmNVNMOLH8K9a0G18O2vwlstW1fSFu5BJIgKfK7EyNjLDtxXU5OFJOJ3OU4YZODS9Rvw88D+HvEdm97fz3V5NEwV7dj5aKf+AnLD8ar/EH/AIRVbiLTtKH2SazJSRILcCMnvk8EkevNdB4G8d6N9vi0a10Qacs7YRo5N+W/2s810OvfD3w3qVzPqd3HNC5BklaGTAOOpxzXPKUpx3OWcp4nD2i0313PO9L+Fl3rOlw39jq9lJFKMj5WGP0611V38Kpbrw7ZWLauTc2xYhmUmPDdgOopmkfEnwpo0celWNneRWcbbRKVBHX7x5zXpMdzBMiOkqEOAy89QamMYsWHw+GnFpavrqzjPA3gOfwnc3FxPqAneVQnlxqQv1Oe9dqYYjJ5hiQuP4ioz+dPrzv4keL9b8N3FpFpyxxxSqWMzIGJPpzV6RR1P2eGpbaI9Erldf8Ah7ofiG+N7cpNFcMMM8L43fUHNeXf8JL458Vwn7FJcOtv9/7GNhOe5x1rW0bxp4o8OxvZ6zbSTMcNH9rJDqPr3FZyqxSvLYWGf1+oqMKbd/uOh8RfDTztBt9P0G4MCwuXeOZziUnuSO/4Uvw98Ga54avZ5r+6jFu6bRBG5YE+voK1tD8e6bqVqzX0kVjMpwVd+G9xVTxjDreqR21xoFy81pt+YW0oBJ9eOtJyhbnjqdsMnSxKVT3Gur2O3IBBB5Brjbz4a6Tc3bTpPcQh23GNSCPwyKk8Dw+IYIp01nzfJ48oTtlwe/4V19VaNWKckdDnVwdWUaU/mtmcDrHjMeFrpNHs9P8AMjt0C7pZCMjHaug0LXbTxRpDu8XlhsxyxM38jWZ438K3mv8A2eaxaLzIgQUc43D61wGpeEtb0axN3cxBYg2D5cmSPc4rCU6lOT0vE9Ojh8HiqMbS5aj89b+nmd2fhnpH2oSrcXIj3Z8vcMfTOM1lfGiZLTwHDaoxXzblEAxnIAJx/KmeBfF9z9oh0e6VpkYkJKWJZfY+1cx8ZfFFnq0djp1m0pMErtISMKxwAMfrVwlT5bx0uY4iji1XUKzclHW/kY/gHTdGv7ExX1/PZ3Uk21CI9yEYGOexzXu+gaJBoOmraQSvKuSxZ+5Neb/DLwTpmpeFrPU7p5mkaRiYwwC8Nge/auz8X+Jbrw1Bbi1tEkEmRvfO1cduKIJQvOSDETliHHDUZN907Wv5HVVg+LbPVb3RzHpEzRzhssFbaWHoDXNaX8T4Wjf+1LUo4+6YBkN+B6V0Wi+M9J1ycwQu8U2MhJgBn6Gr9rTqLlvuczweKws/aOHw/NHN+E7fxTp+qg6m0sdjg+Z9plBHtjJ616Ek0ci7o5EdfVWBFeSeP9efUdTNh5LxJasRy33/AHxVLSvCmtappIvNPlVoixHlCUqcj9KwhV5G4RVz0q+BWIhHEVpKnfy0/M9rorkfBGla7pcM8eqv+5OPLjaTeVPf8K66uuEnJXaseHXpKlUcIyUkuqCiimCaIvsEqF/7oYZqjGw+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAI5reG4XbNCkg9HUGuK8U61BDFJpNnB5eCN7JhR9MCu5qhc6Lpt5N5txZxSSf3iOTWtKcYyvLU4sdh6lak40Wk3u/I4zwloLXkyag8uyOJ+FA5Y1H42naXWQhRlWNAASOtb3iW01RYIYNIiZLYD5lg+U1B4e0fUzHP/aYPlOm1UmO459eeldSqa+2b+R4k8I1D6hTi11craN/5HI6TBbXWoxQXRYRucblYDH513l74W0ttMEapIixAsGQ5Zv8AGsL/AIQS9Nxg3MIiz94Zzj6V3Frbi2tYoAxYRqFye9TiKybThI1yrASjCcMRTXqzy3TdXbR7x5baBGycfveSBXWWXjiK6u4oHsnTeQu4Pnn6VW8XXws5hbQ2EGJFy0rRAk/SjwVZRy+bcTWSgof3cpB/Srqck6ftJR/Eww31ihilhKVTTrpobXiPXH0W1R4oRJJIcAt0H1rnrTxVFqUn2fW4Lc2x5DBTwa7O+ktYbSSW8CmFRltwzXmbR6ReapiOa5ihkfjMYOM/jWeHjCUXdfM6s0q16VaLhNWf2Xb8e6PQ9O07So7cy2EEQSVcb06kfWvPNS0S9t9Rmjis5zHvOwhS2R9a9LsLOHTrGO3hz5aDqeprl73x15N28VvZh0Rtu52wTSoTqcz5NS8yoYZ0YKu+T0X3mdoyeJFvoI1F0kKEBhIMKF/GvQ64W78eXBKi1tEQYyfNJJ/DFdL4f1SXV9O+0TQiNt2OOh9xSrxm1zyVi8rrYeMnQpVHJ76/oP16/m03SJrmBVMi4A3dB715vc6nqGsSRw3M5k+b5RgAAn6V6rc20N3A0E8YeNhgqaxjo2haIDfPEECchnYtg+wooVYQW12PM8FXxE01O0OqucBA9/o1350aSQypxlk/xq1FBqHinVGYspkI5YghVArt7TxPpOpXC2qliznCiSPg1sJDFGpWONUB/ujFaTxLjvGzOOhlFOqrQrc1O+y7/ecO+k6Lb2a2F7q4Fwr7iU5Cn0xWvpejaX4fQ6i97vUrhZGIC4PpisbVPDWnWd4WuNYWFZGLbGTLfpW42k6drWhQ2lpeExQn5XXk59xSnK8V7zs99C8PRaqS/dRU4r3ddfnr+Oho2Wu6bqE3k210ryYztwQT+daNc3o3hGHSrwXT3LTSL90bdoFdJXLUUE/ceh7OElXlTviIpS8gqpqOm22qW3kXSFkzkYOCDVuipTad0bzhGcXGSumeW6voN3Y6jLHb2k7QZ+Rgu7I+oroNF0y10fSDqeqWhWeM7hu5IHbj1rsqiuLeG7gaGeMPG4wVPeuiWJlKKizyaWT06NSVWDu9bJrRM5uz8b2t1eRwNayxh22hiQf0pfGt3eW1hEtu+yGQlZCOp9q0bXwzpNncCeK2+dTldzEgVpz28NzEYp4kkQ9VYZFS504zUorQ1WHxdTDzp1prmezX9I8cghmuJljt43eQ9FQZNdTdaxr+k6VFBcIVeTOJm5YD0+tdna6ZZWTFra1iiY9Sq81NcPDHC0lwUESjLF+grWeKU2vdujiw+TToU5NVWpPtseb6HHrd/fpNbTTlVYF5Hc7f1616HNp1lcuHntYZH/vMgJrIuPE2n/ZJY9Nmje5A/dptIBPtXO6frPiOTUo0/fSZcbkaLAx37cUTjOr71uWwqFXD4NKk26nN1WqNDxJrOradfC3s4/JtlUbWWPO6tXQdS1G70aa4u4CZUz5fy7fM49K3cZHIFLWDqRcFHl17npwwlSNd1XVbT6dF/wAMebyeMdbjnJfYgB/1bRdPb1re8Oa62sSzfbLSEGJd/nKn86yvEh1x9TlQQym2z+7EceQR+XWmr4kv9Is0sp9PjWUjLF127lPTgV1ygpwXLFXfmeFSxNShiH7apLlj3Wj/ADN1vG2lLP5eJiuceYE4/wAa6CGeK4iWSJ1dGGQQa8ilja6zNbWTon8WzLKD/StPQE1q3v4jZwzqjsN4ZSEI980qmFgo3i7eprhc5rury1I8yfZP+menVT1XzP7NnWGdIJWXCOzYAP1q5XOeJ9AudZ8l7eZVMYIKOcA+9cdNJyV3Y97FSnGjJ048z7bHmPifUdY0BItl1LHNMTtljm3AgdeQaZ8Ptc8R33iu3gTUZp4Dlp0nlyuzvjPf6V6BpfgeMxTLq8VvcK64SMjdtPrmvO5vhd4pttRYWkcRQP8AJOk4XAzwfUVOKblUundeR4eHw1ejGM1F77Xu/wCmey+IINQudBu4dKlEV6yYifOMH69q8Wh8A+L9V1KKHUYbgR7vnmnmDBR3I5Nd74vXxbp/hXTodLllmuEULdywDLnA6jviqHw4vfGE+qSpq63b2Gw5e6XBDdsE8msZWbsz0sQoVq0YTUv0Mm/8L+C9Ciu9Pm8RSJqMi7Q5BIj9iFHf3rMPwycaJd6tNrFnLp0dtJKJICTvwpI69Oa3vGPgzw3/AG5LdXPiNNPmuG8x4ZAH5Pcdx+Nbt1p+naZ8IdWttLvBeWwsZyJgwO4lTnp0+lJRu9UZww8ZVGpRSS2s/wAz5109v9Br6I+F1pb33wwsre6hSaF2lDI4yD+8avnOybFpivovwHrGj6B8OdFN9ew2vmxs4DtyxLEk4rrlpTR6iaVJc2xo6j4StNK0u7uvDOmW8OrBP3L4yR67c8A4ryqfV/HuneYbqTVFVgVfzoyykd+oxXu+narYavB5+n3cVzGDgtG2cH39KtOiyIyMMqwwR7VzuF9jlq4VVLOnLl9Nj5PYlmJPUnJrrdM8DeKtTigu7eMoHwUaS4CsB2OM5xTvGWj+GtI1KSLT9QuLiYsd8KBSsR9N1Znh3RNb1+7ZNJdvMhAJYzbNo/OsLWdjxI0+SpySV35M93OsWnhfRLNNf1KITrGEZzkl2A5wOprzbxpbXfjjVEvPD06alawxhfJjYK8R75U4PPrWUPhr4tu79YrqD5S3zTyThgB69c110HhofDbS73WbadtRvggQR42qoJ6kA5NaNuWjWh6M5Va0eWcLQX36fn9xH4E8M6v4V07U9Yu7Rxc+SRFa7slsc8gVwes+K9T8Qaqkt3DEso/dhEQjHPSuy8M/FPV9R122sr20gkincJmFSGXPfqc10XjfwfeaxdQXenRwkouGQ4U59c96iok4aanblkeecVhq3s0ur/r/AIBzVt8ONbnaMsbaONgDv8zOPwr0Pwt4ePh3TWtmuTOztuJxgD6CsrwRo2saLFcnVJQkBGUjMm7bjqfatRfGfh9rr7ONRj3525wdufrjFKlCEEpPR+Z9FjsRicQ3Ri+eK6xX/Dm9RSAhlDAgg8gilrqPGK13qFnYqGu7mGAHp5jhc1Bc6lZvpc1zFcW0sew7Szgoxx0NYPi/wbJ4iniuYLpYpUXaVkBKkfh0rn1+F979iYNqUQmzlUCnYfr/APqrCc6ibSjoelQw+ElTjKdWz6qxg2/jHU7LUGuIo7Nfm+ZEt1AI9MgZrhvHuowapr4nt7b7MjJuMYORknk16vYfC65aQ/2hexpGOggGSfzrzH4ladaaV4zksbMSCOGGMHec5JGSf1rnhCotZbHr16+Dk+Wh8XltY9B+GXiPTtD8M+VqF2yFm3Im0nj2xXpVnqOm69ZM9q8N1F0KsucH3Bry/Qfh3dT2UM1/eW9vamIESRuGzx+Vd34Z8O2Xh22uJra7a7ZxlmBGOOwArWk6mzWh5+OhhLOdObc9PT+vmeZ+Ib++N5PY3Nrb2yJISIo4FTHpyBmsye18mOCWKeOQyru2xn5kPoam1u9XUNZurpUdFkkJCuckVo+Cxa/8JLbNc3JhIPyALkOfQntXF8U7H0ibo4fntsrtL0Kkmo6texReZEbhYgFVmtwx+hOMmvWfC9858NwzX9vHY7eCCojXHrjtW8qKowqgD0ArF8U+Hz4i0sWyT+TIrblJGQT6Gu6FGVO8k7s+Zr46li+WnKKgr77/AIaGd4u8T2ltoki2GqRC7fhPKbcffp0rjfCWr+IrnWokguZ7mLcPOWV8qF/Gr9l8LrxrjF9exJCO8OSx/MVSu/h7rtndn7AVmjB+SRZAjfiKxn7ZyU2j0KCwFOlKhGabfVr/AIb8z1maMzQPHuKF1K7h1Ga8sm+HviCLUDJbXETjflZvNKsPc16PokF7baRbw6hIJLlVw7A5/WtCuqdONRJyPFoYyphJSjTaaZBZxzRWcMdxIJJVQB3Hc1PRRWpxt3dwooooEFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVma5qw0fTzceV5jE7VXoM+9adMlijmQpKiuh6qwyKcWk9TOrGcoNQdn0Zwtv48u1lzcWsTx+iEg11Gia5DrcDvHE8bIcMrc0y68L6RdOGa1CEf8APM7f5VzuuaNqdvKsGkwSLZYziFuSfU966n7GppFWZ4yePwl51X7SPZLX8jsb6eC1tJLi4UGOMZORmuWXx7brJtFg4iHQhxn8qu+G9Lvk0+eLVcvHLwIpG3ECpZvBujyKdsMiH/Yc/wBaiKpRbjPX0N6ssdWhGph7Q7p7/kY2seIRrmlSQWSNGQcyCQgZX2rkoRMkiyRKxZTkFRnFSXlsYr2WFIZFCsVVWBJrTt5JPDqedvIvpU+WMrwgPc+/tXfGKpxtDqfM1qlTFVees7cu7/yWh1XhS71a7jlbUA5i42O64JNac2h6ZJI072ELy9c46muQ0HWNdvtVjUTSTRbv3gKjaB/Su2udTsbJwlzdRRMezNzXDWjKM9OvY+lwFWjWwy57tLrKx51ql9qk146yW3lhCQqCAfKB+Fa/hHWbuW9a3urpTDtwquQDnsBW9q2raZJp8kJ1KKNpkIVlO7H5Vy+meEJLuRJ0v7d7cNnfGST/APWrZThKm1JWPOlQr0cXGVCbqdWrr8dT0F3WNCzsFUdSTgCs69g0/XrVrU3CSDOf3TgkGq/iHR7jVdPjt7aYIUOSGPDfWsvw94Uu9N1Bbu5mjGwHCRnOfrXNCMVHm5rM9ivVrOsqPsrwe7uXtN8IWGnXa3PmSyuhyu8jA/Kt5ZonbakqMw7BgTVDXLO5vtLkt7SXy5W75xkema83C3Ghawnn/wCshYMyo/X2zWkIOvduWpzYjEwy5xhClaD3Z2mt+Ehqt8bpLsxswAKsuR+FX9I0mDw/YS/vmk/jkcj09BWBrHiT+0fD5ltHa2fzAjoTyR7EVk+FZZpdciia4by2B3ozEhxjpV+zqOk+Z6Loc31rCU8ZF0YXlP7V+/l/wxuN49gE+1bKQxZxu3jP5VN4h8VSWAgjslQvKgcs4ztB6cVLJpvha2vf3ht0lBzsaTgH6ZqxqfhjT9XlW5LujbQA0ZGCO1ReipJ2djZxzCVKcVUi5eXTuVPC2v3urzTRXSIQi5DouPwrqKz9J0a10eBo7YMSxyzMck1oVjVcXJuK0PSwdOtToqNZ3l1ILyZre0llRQzqpKqT1Neew+J9envV8ty5LY8pYwR9K3PFWiapqV0klqwkhC48vfjB9ateFNGvNKhmN2yjzCNsYOce9b0/Zwp8zs32PNxP1rEYpUoc0IrqtmZOueLNRtb821uscWwDcSNxJxzW/wCGtUutV00zXSAMG2hlGAwrC1rwbcSTTXdnN5rO27ym4PPoai8OaJrVpqkckivBAp+cM3DD0xVSjSlS91q5hSq46ljf3sZOL+717fkd5VXUbCPUrGS0lZlVx1XqKtVi3firSbOR4nuC8idVRSefTNckFJv3T3a9SjCDVZpJ9zKtfBVtY3SXNxfFo42DAEBfzOa2T4l0dZ/J+2x7s4zg4/OuH8Q+IjrRiSOJ4oo88Fs7jVPRNPt9S1Bba4ufIDfd+XO4+ntXc6DlHnrM+bjmNOjV9hgYKze7b1+89ZVgyhlIIIyCO9G4ZxkZ9KqT2si6U9raSFJBFsjYnpxxXCW/hrxAt+jYZGDZMpl4+vWuWnTjJNuVj28Vi6tFxUaTlft0O21fWrXRoVkuNxLnCoo5NZ1jrOkeI5/IktAZVGVEyA5Hsa0tR0e11a3jivFLFOQ6nBBrEvdC/sLT5bjRo5HuzwXY7mVe+BTh7Nxt9ozxLxUanPZOkt1a7/4cty+JdE0qRrRPl2HBEMfyg1z0/jq+NwxghhWEH5VYEkj3NYcemalezvttZnkJyxK45/GpZIdW00rA9u8ZU5H7oN+uK7I0KS836ng1cyxlRXScIrsvwNyPx7dGZd9nCYyeQpOa7qNxJErgEBgDg1x1teWOnaTDe6rp8QvWY7FWMB2HZiO1cZ4h+K2sxam8OnQQ20CcDzE3s3vXHiOWKvGNkerhMW6Kf1ipzN2aVtV6nsFzdW9lA09zNHDEv3nkYAD8aqafr2k6rI0dhqNtcOoyVjkBP5V4n4i8fnxP4ajsL61ZLyOQOJYWwjfVTXP+GdSn0jxFZXltEZZEkA8sZ+YHgjiuN1ddDonmUVUSiro+na82+JOh+KdTvYJdJaaWyVMGGGXaQ3qRkZr0dGLxqxBUkA4PanVo1dWO+tSVWHK3Y+erb4d+K9QvkS4sZYt5G6edwQo9+cmvXPDfgu20Tw1c6NdTG8iutwnBG1SGGCAO3FdOHViQrAkehp1TGCWpjQwdOi+Zas+R9esrfSvEmq6faKVt7a7kijVmyQoYgc967W+8O6jf+CvDeo2NnNcRi0McnlDcVIckcCqfi/wwB421vzLo7nuTMNq8AP8ANg/niva/ANqbPwJo8Bbdi3BzjHXn+tddejJUot7M7sZgJyw8efSMtji/hHpmrWF5fSXVlNBayIAGlUrlgewNUfGHibxrYeIriGJri3tlfEIihyrL2OcHNezUYrk5NLJnB9UapKnGbVjxbRPhfc+INNTU7+9ms7idyzxvDyRnr1HWvTfDfhTTPDFp5VlHmVgPMmb7z/59K3KKagkXRwtKlqlr3IrmN5baWOOQxu6FVcfwkjrXzd4j03VvDuuPBfXLNcf6wSLITuB6GvpauI8feBj4nSK6tJYYLuEEFpOA6+57YpVI3WhljsO6sLx3RZ8Davo2t6cs1pbxJfQIqXB8lVbOOuR2NZ/jm18TS38b6a1y1ns+7btghu+QOazfh34RutE1qW6m1ayk/dlDBbTBy3ufpXqFS4c8LPQ7ssxM6KVSUVfszkfBkOty6Xcwa4svlN8sfnH58Ec+9Zkvwttmui8epSLCWzsMYJA9M5r0DcpOAwz6ZpaPYxcUpa2O7+0K0Kkp0vd5ui2IIYPslkkEJLeWm1Nx64HGa8k1Hxb4psNVkS4uHhdG/wBS0Y24/LpXqWt302m6Pc3lvD50kS5CeteK6zrV74ivUmuY4/OA2KIkwT7e9YYqfKkk7M9HJaHtJSnOKcfPc9h8Oa/b6/pqTI6+eoAmjH8LVzXjzxTd6bPDa6Zexo2CZdmCyn09qh+GunX1nNeSXNnJDG6gK8gKkn0wata98Ol1TUpb22vvJMp3OjpuGfY1TlUnSVtzKFPCYfHSVR+6tuqE8Ba/rWqyzRX4aa3VcrOUxg+me9R+Lvh9Lr2rHUbeWAuwAKzDpj0NdR4c0MaBpS2f2hpjuLFiMDJ9BXMeOdS8SWN9H/Z5mjsyv34Uz83fJolHlpfvLsVOo6mNbwtop99n8jk9V8NeItKgWyeOae0zuAgyyA/Sug+H+gava3xvpg9talSpikyC/wCFa3hHxFqEml3NxrpMcEJG24lXbu9vetuw8V6JqVwLe1vkaU9FIKk/TNTTpU7qV/kb4vGYr2c6Dgn3aV0eVeMo7j/hI7ky2S243YXYmA49feug8EeF7f7P/bWqDbHGd0SvlQMfxGvQtRvrDT7fzr+aKKPOAZO59qoLf6N4nsZ7C3vI5VdNrKhwwHrg01Qip3bu+xnLMqs8MqcYOMdE5Lt/Xmc74q8bpFaRpoN9C8pbDlVyQPbNQ+C/FGuajqv2S+Rp4SpJkMe0ofcimR/C9or1JBqg8lWDf6vDfzr0OJFjjVV5wMZ9acI1ZS5pOxFetgqVH2VFc7fV7r8B9FFFdR4wUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFADSiE5KjPriuJ8a6Zcy3S3kUAMSph3B5/Gu4rK1/SH1iw+zpN5TBt3I4P1rWjPkmmcOY4f6xh5QSu+nqeWRzSxZ8uR0z12sRViytZtU1CO3EmZJDjc5JrrdN8DeVciS/mjljX/lmgPzfWujtdJ03TC00FtHEQOX7gfU121MVBfDqz53C5JiJ2dZ2jfbqcu3gB8Lsv1zj5t0f8ua2LVtM8J2S21xd5dzuORkn8B2pX8ZaOk/lebIQDjeE+WuJ8R3yahrU00bK0YwqMvQis4Rq1Xy1Njsr1cFgYurhLOe29/1PSdP1Sz1ONntJhIF+8MYI/Crlcn4FtgmnTXGPmd8Zz2FdZXLViozcUe1gq061CNSas2Z+tXs+n6XLcW8XmSKOBjOPevOYWudc1qJrmIzM7AOEXbx+FerVSvr6z0m3NxcFY16fKvLH0rSjV5E0lds5cfgvbyU51LQW66FSfwzpk1gtmITHGp3Aoec+uaZpvhaw0yYzRGR5cEKznO36VyOp+K9QvL1vsU0kMOcIqDk/Wux8NTahPpYfUQ3mbvlLDBI96qcKsIXk9zHDV8FicRy06esdnbTT+tDnJ/Al29y7JeRFGYnLA5rGv4tZ0plinluI40O2Ng5Cke1eqVieIPD662kR88xPHnBxkGnTxL5kp7GeLyaCpuWGupeu5m6X4vsobCCK9nlecDDuEyPzq7qni6y04xrGjXDOocbTgYPvXGtZaNaXJhub+eYq2G8mLj8yav6hqnh2cxRCwnkSJQokVthx/WtHRg5JpNo5YZjiY0nCc4xasl1f4XOs0PX4NbSQxxPE8f3lY5/WrGoazYaXtF3OEZuigZJ/AVB4ft9Oj01JtOiKRy8kt94/Wqmu+Fo9ZuVuBctFIF2kbcg1zWp+0s9Eexz4pYVShaU/wAP0NXT9Us9TjZ7SYSBfvDGCPwq5WNoXh+LQ0kImaWST7zEYGPpV46nYCbyTeQeZnG3eM5qJJcz5NUdFGpP2UXiLKTMnUvF9hYXT2xjlldeH2AYH51jWvhax1pTe2d7KkLuco6AlT3Gc1uX/hLTdQumuX81Hc5bY3BrUsNPt9NtVt7ZNqDnk5JPqa29pGEf3d7nA8JWxFZrFJOC23v/AF3OS8QeH9N0jSDNFBLJKSFDlz8vua5bTrxbC9S5aESmPlVJwM9jXo/iTUrSx0147oO3ngoqoOa4DRNMj1bUhbNP5QPI+XJIHaumhNum3PY8fM8PGGLhHDWT7aaPzNa18Z6rJexqyRSKzAeWqc/hXoIOVBxjPaoILG1tgnlwRhlUAMEGfzqDV9Wh0ez+0TKzZO1VXqTXHUlGo0oRse/hqdTC05SxFTm9ehh+NLjUraGF7WV47bo7IcHd2rM8J69ONR+y3t07xyjCbznDfWr0XiKw8SMNMu7SSMSn5WD5we1X7Hwdp1jdrcB5ZGQ5UORgGtrxhT9nUVmedyVcRi1icLO8Our07qxg+K7HVv7RkuWdjanHlkSYC+2M1NDqWqab4XV4pUnkMmNwbzDEvvV3xzYq+n/2hLdJDDaqS4fOD9Md64fwl420XT7+aS9lniUoVA8vKt9cUe2p+yXM1ddDGrSnSx0km0pfavtfr+hmPpPibWvEct1ZyC4lm5ZpDhVHoewFel+GvB6WNosusw2tzfnqQmVQegz/ADrm4/jHpi3mwaTMluWwZAy5x67f/r16ZBMlxBHNGcpIoZT6g1y+0TuoaLsd+BwdDm53Lnmutv6+85K7+GPhi8vGuWtJIyzbikUpVSfp2rpLPR9O0+OJLWxgiES7UKxjIH161doqFFI9SNKnF3jFIKxvFVhqGp+HLu00ufybt1+Vt23PqM9s1s1HNPDbxmSaVI0H8TsAP1oZUkpRaZ4r4b8E+MbHxFaztHJbJHIGklaYEFe4wDzXt1RQXMFym+3njlUcZjcMP0qWlGKjsY4ehGjFqLvc8P8AGJz471cehj/9FrXq/hMY8JaUP+nZP5V5b43hEPjzUSGJ81I3Oe3yAf0r0vwQ7v4N00uxYiPGT6AkD9K9TE/7rTZ9HjtcBRf9bHQUUjMEUsxAUDJJ7VxkvxS8MQ3rWxuJ22ttMqxEp+fpXmNpbngzqwp/G7HaUVFb3EV1bx3EEgkikUMjL0INS0ywrI8TaRLrnh+60+C4MEkq/K/b6H2rXooeopRUk4vqfMipP4X8UIss2JbOceY0BznB5A6V9AWWqweKfDklxpNwyGVCiswwyN71jeJvAXhrUJZtWv2ltW+9LJE+AfcjB5o8L6z4U0uGPSdLmkjDNwZlPzsfelToVGm0ro5sBgcTSlKUI3gvmclF4R8VWuorIqujK24z+cMD3612qeP9DikW3muZGkXCvIsZ2Z7nPpXVsodCrDKsMEV4/wCL/CM2l6gZdPtp5bOTnKjdtPccVyyjKgrw1PqKNanmM1DE6NbW0/M9cSRLq2EkDhkkXKuORz3rx++8G+JINVkkitXkYyFlmiYDv19q674d3GrNYy297DItrEAIWkXafp7129W4KvFN6HLCvUy6tOnC0jnruXWbDwYZNyNqUcQ3MTnnufc1wGh+L/ET6tEhuJLqMsBJGyggL3PtXoPi7Q7nXtI+zWswjkVtwDHAf2NcboXgLWrfUSbqRLe3ZSkhSTJYEdMVnVVTnSjex1YKeF+rzlV5eZ30a/L/AIB3kXiXRZrgW6albGYnG3f39K5DxJ491LStZmsre0hWOM4zKCS/vVR/hbdi6/d6jD5O77xU7gP8a79tGsZ7aGK8toroxoFDyoCTir/ezVnoYf7Dh5qSftE+m1jE066h8d+GJI7qJoCW2tsPRh3FZen/AA0Wy1KG5bUmdInDBVj2k49813UFvDaxCK3iSKMdFRcAUy8vrXT4DPdzpDEP4nOKt0otJz1aOeONqwcoYfSMum5xHjTVvDuor/ZtzeTJcQNxJFHuCn0PrWf4P0nSLbXIriLxBDNKAdkSoULZ9c/yqDXo/B2oapJOmqTwySHLtFFvQn1qxpnw7M09ve2+sRS2u4OrxoQxArmfNKpdJM9ePsqWF9nKcoXXVdfu/U6jxrpWqarpaJpkrBkbLxh9u8fWud8F6T4m0/V83Uc0Vng+Ysr5B9MDPWvR1G1QM5wMZNLXVKinPnuePTx04UHQ5U0/LUKKKK1OEKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKwdc8Q6bZB7K48yR3XDLGOgPvW9XO6x4StdUne5WV4p2HOOQTWlLk5vf2OTG/WPZf7Ok359jlILXw64MzX1wNoLeQ6AE+2azpri1nvVdLJYocgeWjnkfWm6jptxpd0be4UBuowc5HrTdPCnULcP93zBnn3r1VFW5r3PiKlSTkqTgou+un+d/wDI9Y023gtbCKO3i8qMqDt78+tWqQY2jHSuW8Xw6vN5S2IlaDHziI85968mEeeVmz7mvV+rUeaMb26I3p9VsLaXypryFH/us4zUWqaXa65ZrHK5253I6GuDs/CWrX2XeMQjPJmOCfwr0DTrA6fpcdmspZkUjefWtakI07OErs48LXrYtSjXpWg+/UyNO8NaXpN6sz3XmTL9wSMBj8K6PIxntXnNz4S1qW9dmVZNzE+aZK6HVptR0Pw7bxWxMkq/K8oXdtqqkOZr3rtmWExHsYTvRcIx19Shf+OZYb2SK3tEKIxXMhOTium0nUP7V0yO6MZj35BWvNLeC/1G5lkS1a4lYEsWTp7/AFq5pia+l5FFAt2u0j5WBCge+eK2qYeHLaNk0efhM0xCq81ROUZbKxvap4W0e1dru5vZIImbO3g5PoO9R2OkeFtTnEdrNKXAzsLEbvzqLx3cBjaQYBIBYsD39KwNC1GDStQF1NE8pVTsCnHNOEZypc3M7k4ithqOM9l7OPLpdtM9LaWx0i0WLfFAiL8iMwGa4C48Yau9yzxzrGmeEVARio5Y7nxVrM0lqoViMhJH6Crb+B9UUKVeBieo3YxSp06dP+I9X3KxWKxeK/3WLUF1XX+uxt6pfard+GLa4s1PmSj995XJA9q5TTfD2oajdBBC8SZy0kikAf413vhzSJdH08wzSh3ZtxC9F9q2KxVf2d4wXzO+WWfW3CriG07K6/rv1I7eLyLaOLcW2KF3Hviof7SsfO8n7XB5mcbd4zVTxBfxWOkTs8mx5FKR46k15UD82c8+tFDD+1TbZWY5p9TlGnCN/nseualpNpq0Kx3SFgpypBwRXP6lo8HhzS5r3TVYXAwvmO2SgPXFWJfFdlpunWgG+4keIHCnp9TXJ6lqd/r94/lLO0XVYEyQo9wKqjTqddImGYYvCJNwV6rWlt1pvcl0jxDqSapAJb2R43cK4kORg13Wuf2c2lyNqKh4F54657Y964u38H3sukvclHS6zlIiQMj/ABrBnFxFI8M5kVlOGVietbSpQqzvB2sefTxmIwdBwrwclLa/6/5F1NTisdSNzptsqKv3PO+cj3rQtvF+svdp8ySBmx5YjHP5Vk2t5Z2cZmexa5uEBKK8mEJ7ZGK4rWfF+rarqP2nzfsezhI7b5An5cmoxNWFLSUbmGGnU5eaFXl1vZf0l+Z6z8Tddt9O8NLaXFkbg32VALbQhHOc+teY/D7StL1rxNHZ6nFLIpUuiqcKSOcN3xVlfFcmveFG0DU53kvjMpt7mUAjH90nqPrWn4Y+HPiay8Q2l1KsdpFDIHaUSg5HcADrmvJb5pXR7c5PEV4zirrT5ep3a/DDwst2LgWUnDbvLMrbPyrr0RY0VEUKqjAA6AU6itkktj2YU4Q+FWPHvHXjfxPpfiSeztWNpbRkeWRED5g9ckV2/gHW9T17w99p1SHbKHKrJs2+YvriuP8AEvxTuLPW7ixg0m1kjt5DGWuMksR39q7jwl4qtfEmhi8Cx28keRNFvGEx3+lRF+9ucNCcXXlao35HRVwHxJ8M3viJLQWN5Arw53W0suzdnuPet+Pxx4amu/sqaxbmUttHJAJ+vSvJvFXgjxLFqV5qMxFxbFzJ9pM4AC9s5PFE3p3LxdVSp2iuZdbPY674c+C9b8PalNd6hJHFC8ezyUk3bj68cV6UzKilmYKo5JJwBXB+BvFmkro9jpV1rMc2oAbfm3DPPC7iOa2fG+h33iDw5JZafOIptwbBbAcD+EmnGyjoXQ5YUP3Wvlc828b3EVx47vGhlSRPJiG5GBH3fatZPiAvhbwlpFvbWguZpI2JLMVVcMQR7nNcK2hX/h3VpLPUYhHM8ayABgwI5GePpWu3izTLXw/aaRd6FFqDRM7l5nK7csT8pHNeliZf7FB7HtZhWl/Y9KbfK7/5noXgvx6ni+W4sbmyEE6x7sK25WXofpWfdfBzSp7xpodQuYYmbJi2hsewNeUwvLNez3OmM1gCfljjkb5R6Z6mvZPCuuX2meBhqGvyPMVciJs7nde2T/jXnxpTkk3HR7Hh4fD1cTCDrU209n0Z1tla2miaTFbRt5dtbRhQzt0A9TWBrXiC11PTJrTRNUi+3Nwiq20t6gE96zH8Zab4mifSLiCe1Fz8iy5DAHtmuCurc6Vq7w7/ADDby43DjODXp4bBa+/pJapH1OByuztU0ktUuljpNBs/FkGtQER3qrvHmecx2Fe+c16LrWu2eg2iz3hb5jhVQZLGm+Htah13SkuokZCDtZGOSCKfrWh2evWgt7sNhTlXQ4Kmsa1VVKq9rG1t7HLia6q4hLER5UtHbcxbfxHovi+KXSWE0TSrwrjBP0I71QtvhpawXqTPqErxowbZsAJx71Yg8K6V4TWXWGkuLg26llU44/Kqdr8TYZbtI59PaOJmxvWTJH4YrVKpr9Vvy9Toiqvvf2ffk67b+VyPVfiHc2GpzWlvYRmOFtmZGO44+lYN/wCP9fnuPNt5BbQ/woqAj8yOa9A8Q2OiDT5dVvdNjuCihsgYZvTkVy2m+PrJJIrSTRoYbTO0bDnb74IrKpQWIo/uYtNbu5vhfYzp89LD8zWju1+v+R1vhLVrzWdES5vYtk2SuduA49QK09Qu4bKykmmuI4AFIDyHAB7VJb3FvcRg28sbrj+BgcflWR4q8O/8JHpq26z+TIjbkYjIz71wNSjG27PHXs51/f8Adi39x5Smq+ILrVW+y313PPvJHlOSDz2HTFez6W12+l27Xy7booPMHvXE+HPAF/pOtRXs97EEiOQIs5b25r0KscPCUbuR35tiaNRxhRs0uqX4BXnnj/V9d0y+h+yTvBZsvDxjq3cE16HXN+MPDc3iKwiS3mWOWJtyh/utWlaMnB8u5yZfUp08RF1UuXzMDwR4zub28/s3U5TLI/8AqpSBn6Gtjx3baZd6XHFf6gt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IjIbAaAiMhsBoCIyGwGgIDAAY7QAMQKCPWjkaAqNgNARGQ2A0BEZDYDQERkNgNAQGCoxuAiY25P//B6mEHAPKwAA6BhTEH8WjITAaAqMhMBoCoyEwGgKjITAaAqMhMKTA6AwAOdEF6QyQo3NUz2gIjIbAaAiMhsBoCIyGwGgIjIbAaAgMKBjtAAxo8I9aPhoCoyEwGgKjITAaAqMhMBoCoyEwGgL0BaMdAPqG96htoyEwGgKjITAaAqMhMBoCoyEwGgKjITCgYLQDMKDBP2r5aAiMhsBoCIyGwGgIjIbAaAiMhsBoCNAXjHYA6Bveo7aNhsBoCIyGwGgIjIbAaAiMhsBoCIyGwICC0Q7AgAb/qOWjITAaAqMhMBoCoyEwGgKjITAaAqMhQF8w2gGgb3iP2jYaAqMhMBoCoyEwGgKjITAaAqMhMBoCAwpGOwADGvyjlo+GwGgIDPcQ+Pv3Ly4v/v37lw7329PBClwexC/+798//ApGZZFD4B8YIIsgswdtLP///x9PFkD2wqBiD9rwHFShRDfH/AcDXNb9/ft3tDAhA4xeBEZGoI1qGQ2B0RAYDQGiQoCVlVVaWvrPnz9YVXNxcbGxsWGVopYgIyMjOzu7hIQEtQykojkiIiKM8LsVqWjucDSKmZlZXFz8y5cvuBo6nJycgzMwBQQEpKSkvn79OrSiRVBQkJmZeWi5eRi7loWFRUhISFJSEmvHjJmZmY+Pj4lpdESbNMCINTRJM2MkqYbUVqMXgY2kOB/162gIkB8Cv3//fvv2LS79jIyMQkJCrKysuBRQRfzXr1/v3r2jilHUNYSNjU1QUHBwNlup61PKTfv79+/79+9x9SQZGBgEBATY2dkHYWB+/Pjxx48fQ66lwcnJycPDM9oHoDzpUsWEv3//fvr06efPn7hM4+Hh4eLiGu0DkARGOwAkBRfDaAeAtPAaVT0aAqMhMBoCoyEwGgKjITAaAqMhMMjA6IzJIIuQUeeMhsBoCIyGwGgIjIbAaAiMhsBoCIyGAC3BaAeAlqE7avZoCIyGwGgIjIbAaAiMhsBoCIyGwGgIDDIw2gEYZBEy6pzREBgNgdEQGA2B0RAYDYHREBgNgdEQoCUY7QDQMnRHzR4NgdEQGA2B0RAYDYHREBgNgdEQGA2BQQZGOwCDLEJGnTMaAqMhMBoCoyEwGgKjITAaAqMhMBoCtASjHQBahu6o2aMhMBoCoyEwGgKjITAaAqMhMBoCoyEwyMBoB2CQRcioc0ZDYDQERkNgNARGQ2A0BEZDYDQERkOAlmC0A0DL0B01ezQERkNgNARGQ2A0BEZDYDQERkNgNAQGGRjtAAyyCBl1zmgIjIbAaAiMhsAoGA2B0RAYDYHREKAlYKGl4aNmj4bAaAiMhsBoCIyGAFEh8O3bt0uXLj158uTnz5/8/Pw6OjpycnJMTKOjVESF3qiiQRUC//79u3fv3oULFz59+sTAwMDIyMjCwsLGxiYqKqqqqiohIcHKysrAwPDr16/z58/fuXPn169f2mDAzc09qDwy6phhDEY7AMM4cke9NhoCoyEwGgJDIAT+////58+fmzdvTpkyZf/+/R8+fFBSUkpPT4+IiBARERkCHhh14mgIoIbA79+/jxw50tDQ8PDhQ4gMCwsLPz+/gYFBRESEj4+PuLg4IyPj169fFy9evGDBgq9fv+bn5xcWFnJxcTEyMkK0jJKjIUBTMNoBoGnwjho+GgKjITAaAqMhQCAEPn78uG3btmnTpp0/f/7bt28MDAzXrl1rbGx8+fJlWVkZLy8vAf2j0qMhMMhCgJGRkYmJiY2NDe6uP3/+vH379tChQ7dv3/748WNsbKyYmBhkZoCdnf3Hjx8sLKPtMXhojTLoAUYTHD1CedSO0RAYDYHREBgNAawh8P///2vXrpWUlDx//pyBgcHExERQUPDGjRtPnjxZsGCBs7Ozra0tMzMzVr2jgqMhMPhDgIuLS1xcnIWF5cuXL+/evXv06NGcOXPk5OTc3Nz+///PMApGQ2CAwGgHYIACftTa0RAYDYHREBgNAQaGf//+ff36VVdXV11dXUpKqqWlRVZWtre3t6Oj48OHDydPnrSyshrtAIymlKEbAqqqqsXFxSoqKk+fPl22bNm+fftev3598OBBVVVVGRkZ5AU/EPatW7euX7/++/dvHR0dRUVFdnZ2yG6Bp0+fQmYPpKWldXR0eHl5r127dvv27W/fvqmrqzMxMb1//15TU1NCQgJiztANsVGX0weMdgDoE86jtoyGwGgIjIbAaAhgCQFGRkZNTc26urp///4JCQnJyckxMjJKSUlxcnK+f//+w4cPo6OkWEJtVGjohAAXF5eioqK5uTkTE9ObN28uXLjw/v37d+/effv2DWva3rlzZ2dn56dPn+rr6xMSEiAdgC9fvhw6dGjq1KmXLl0KDAysr69XUVHZsGHDpEmTXr16lZiYyMLCcu3aterqaldX19HVREMndQwkGO0ADGToj9o9GgKjITAaAiM8BJiYmCQlJUVFRRnAswHXrl27f//+ypUr37x5IyAgoKamNnoQ0AhPIcPD+3/+/Pn9+zek0c/ExMTDwwNp2WP6jpmZmRUMkFM+ZFMB5CghyIQYRISVlZWRkXHr1q0/f/7k5ub+8+fP6PA/ZpCOimAFox0ArMFCQNDtUvMuvVoCikalR0NgNARGQ2A0BIgIAWYwYGBgePHiRWBg4MOHD//+/cvAwKCjo+Pm5jY6nElEEI4qGbwh8OHDhxMnTjx8+PDu3bubN29+9eqVsrKynZ2dvLw8ExMT1kkAUj3z6tUrISEhdXV1QUHB0Q4AqaE3YsFoB4CUqJ+a838KSL0bg/hoHwAUEKN4NARGQ2A0BKgaAqysrP/+/fv//z8zM/P///+vXLkiIiLCxsY22qyhajCPGka/ELh+/XppaSncPl5eXicnJ1tbWxERkQ8fPsDFKWGIiopmZmbGx8dDOhWUGDWqd+SA0Q4AcXE9NQehLnsKw6VmBgYGNzA5OhWACJlR1mgIjIbAaAhQEAJsbGyampo/fvz48OHDp0+fDhw4wMnJqa6uLi0tDbk4iQKzR7WOhsCgCAEmJqbfv39/+vTp169f1HKQpqamg4ODjIwMZHUQtYwdNWd4g9EOAKH4RWv6g5VDGv2QDgCEhIiAJUeJ0RAYBaMhMBoC5ISAgIDAjBkzfv36dfHixaampnPnzl29enX+/PmpqanS0tKjkwDkhOmonoEOAQ4ODmFhYTY2NsiBV58/f16zZs39+/dzc3MNDAyokqolJCQEBQVHW/8DHdVDDIy4W9YXL17MyMi4d+9eBgYGyNlz3t7e//79wxJvU3MY4K3/7CkM2eDVP0jqdunVwtv9bpeaIT0BJHmSmT09PRwcHN+/f2dgYLh06RIrK+uWLVtINmVUw2gIjIbAaAgMnRD4+fPnVzD4/fs3ExOTmJiYjIyMt7d3Tk6OgIDAq1evtmzZ8vbtW6oslR46oTLq0uETAnp6enPnzj158uSBAwemTZtmbm7+8ePHHTt2bN++/dmzZ5DtLmi+hfQK/oMBRApyWzb2tgoDAxcX1+gyOUhAjZLEgxHXAYiMjJSTk+vv72dgYEhISPj169eyZcuQ99pDww7e9GdgwGz6Q9WAKXgfAL4oCCxMDuHv7//z589Dhw79//8/IyMjLCzMx8eHHING9YyGwGgIjIbAUAiBf//+nThxYtKkSb29vRs3bvz8+TPc1dLS0mxsbP/////9+/do6x8eLKOMIRcCzMzM3NzcQkJCCgoKfn5+bm5uQkJC////v3//PtaeLSsrKzMz89+/fz9+/Pj792+If//8+fP69esvX77g6gNAlI2SoyFAPBhxS4BYWFiKiooKCwtTUlJ27dp18uRJfn5+lPAiuukP1wXpA0BmACAkRASugEiGqqqqpqbm7t27Hz16dOfOnU2bNhGpcVTZaAiMhsBoCAzFEPj379+FCxdaW1u/fv1qa2traGjIy8sL8cjjx49//frFzs4uLy/PwcEBERwlR0NgKIYAIxhADrplYGCADPD//fsXst8dzUfs7OxsbGx//vx5/vz5t2/fILLfv3+/ffv2q1ev/v//D9EOEUcmR/vJyKExyiYIRlwHgIGBISUlpampad68eZs2bdLQ0ECEEelNf4ReBgZIox/SAYCQEBFkNQTZ/v7+q1evfv/+/bRp00RERAiqH1UwGgKjITAaAkM3BJiZmXV1dfn5+b9+/Xru3LmlS5dGRkZyc3M/ePBgyZIlHz58kJCQsLKy4uPjw9XoGbp+H3X5CAmBnz9/Pnv27Pbt2z9+/Lhw4cL27dvfvn3LxMQkKysrKCiIuQBBVlZWWFj4zp07J06c2LdvH2Rp3NatWw8fPvzu3bvR3fAjJNnQAYzEDsD9+/d//frFzMysp6eHCGJ46x9jrT9CDREsSKMf0gEg46hQf3//jo4OPz+/8PBwImwbVTIaAqMhMBoCQzgEGBkZjYyMwsLC5s6d+/nz57a2tnnz5nFzc7969erNmzcsLCzOzs7JycnCwsKjHYAhHM0j2+mXLl1KTk5mZmb+9+/f79+/v3//zs3NbWJi4uHhgfXcHkNDQ2Nj4ytXrly+fLmwsFBEROTv379v3779+fPnv3//IMfjjuwQHfU9dcCI6wC8e/cuICDAyclp3759PT09kyZNQuz0JbTcn/gg36VXC+8DMMAmB4jRLikpycDAUFhYSIziUTWjITAaAqMhMNRDQEBAoKCggJube//+/deuXXv48CEDAwMzM7OkpKSrq2tFRYWoqOho63+ox/JIc////////v3748cPBgaGP3/+wDe3sLKyysjIODo65ubm6uvrf/v27ffv3z9+/Pj79+/v378h6/sFBARiY2Pfv3+/a9euly9fPnz4kJWVVUpKSllZ+fnz52/fvuXk5ITcIPbnz58fP378////169fo+t/RloaoxwwjqhE8/fvX09PzxcvXhw/fryurm7GlEkPm+JFeMCrSykb+McVE5BuAEQWMjkAYeMit23b5u3t/ebNG2FhYVxqRsVHQ2A0BEZDYPiFwI0bNw4ePHj37t0vX76Iiorq6+u7uLjw8fENP5+O+mjYh8CfP39OnTq1adMm+Kp9VlZWbm5uQUFBfX19c3NzMTExRkbGb9++bdy48dixY9+/f3d1dXVxcRESEmJkBDXMHj16dOTIkevXr3/58kVISMjQ0FBNTe3OnTuPHz9WVFQ0MzPj5+ffvn373r17P3z4YG1t7enpKSEhgbmgaNgH9agHyQagdEa25iGnsaSkZN68eadPn1be0f/0w1el+sVlrobN20/T2iPEdwO6uromTpz49OlTWjtp1PzREBgNgdEQGA2B0RAYDYHREBgNgZEJRlYHABrH8OX+1FvzAzUZN0V8HwC3GaMyoyEwGgKjITAaAqMhMBoCoyEwGgKjIUApGOYdgDthdirSwgyi/AxVC0BBNRBNf5C9MIzZDbDfU/bt8bsvN19c7xi98wsWTKP0aAiMhsBoCIyGwGgIjIbAaAiMApqB4dwBgLb+JQQZ/v5j4OFkYGaGBiNtlvtDDSeCgncD/v/+9//fvz9ffn598Ga0D0BEyI0qGQ2B0RAYDYHREBgNgdEQGA2B0RCgFAznU4DAY/8CDAyMDNwcDP/BITXQTX+wIxA3Bvz79YeRBdQt4ZIVgkiNkqMhMBoCoyEwGgKjITAaAqMhMBoCoyFAU8BEU9MH0vDCQAZZUQZeTgbIIT9//zJ8/DKQ7sGw+/f7b6BeCSMDCx8HqwAXn4ak6fwUDFWjAqMhMBoCoyEwGgKjITAaAqMhMBoCoyFATTBMOwCFgaB1/wwMDH//Mvz5y/D7D8Pvv9QMNmqY9e/3338///z+8A00O/Gf4f9/Bi5ZodE+ADWCdtSM0RAYDYHREBgNgdEQGA2B0RAYDQGcYBguAQIt/bfWgvr4K+gaDobXH6HcwUR9e/wO4hwuCMXAwCbMwybMo1nhM7ohGBYko/RoCIyGwGgIjIbAaAiMhsBoCIyGAJXBcNwE3J8OGk5//JqBgeHO07cMDAwqqw5ROdioapxmhQ8DAwOPugQDA2gSgJWfa49pA1VtGDVsNARGQ2A0BEZDYDQERkNgNARGQ2A0BKBgOHYAoF4bpUZDYDQERkNgNARGQ2A0BEZDYDQERkNgNATQwTDdA4DuzVH+aAiMhsBoCIyGwGgIjIbAaAiMhsBoCIyGAAiMdgBAoTCKR0NgNARGQ2A0BEZDYDQERkNgNARGQ2CEgNEOwAiJ6FFvjobAaAiMhsBoCIyGwGgIjIbAaAiMhgAIjHYAQKEwikdDYDQERkNgNARGQ2AUjIbAaAiMhsAIAaMdgBES0aPeHA2B0RAYDYHREBgNgdEQGA2B0RAYDQEQGO0AgEJhFI+GwGgIjIbAaAiMhsBoCIyGwGgIjIbACAGjHYAREtGj3hwNgdEQGA2B0RAYDYHREBgNgdEQGA0BEBjtAIBCYRSPhsBoCIyGwGgIjIbAaAiMhsBoCIyGwAgBox2AERLRo94cDYHREBgNgdEQGA2B0RAYDYHREBgNARAY7QCAQmEUj4bAaAiMhsBoCIyGwGgIjIbAaAiMhsAIAaMdgBES0aPeHA2B0RAYDYHREBgNgdEQGA2B0RAYDQEQGO0AgEJhFI+GwGgIjIbAaAiMhsBoCIyGwGgIjIbACAGjHYAREtGj3hwNgdEQGA2B0RAYDYHREBgNgdEQGA0BEBjtAIBCYRSPhsBoCIyGwGgIjIbAaAiMhsBoCIyGwAgBox2AERLRo94cBaMhMBoCoyEwGgKjITAaAqMhMBoCIDDaAQCFwigeDYHREBgNgdEQGA2B0RAYDYHREBgNgRECRjsAIySiR705GgKjITAaAqMhMBoCoyEwGgKjITAaAiAw2gEAhcIoHg2B0RAYDYHREBgNgdEQGA2B0RAYDYERAkY7ACMkoke9ORoCoyEwGgKjITAaAqMhMBoCoyEwGgIgMNoBAIXCKB4NgdEQGA2B0RAYDYHREBgNgdEQGA2BEQJGOwAjJKJHvTkaAqMhMBoCoyEwGgKjITAaAqMhMBoCIDDaAQCFwigeDYHREBgNgdEQGA2B0RAYDYHREBgNgRECRjsAIySiR705GgKjITAaAqMhMBoCoyEwGgKjITAaAiAw2gEAhcIoHg2B0RAYDYHREBgNgdEQGA2B0RAYDYERAkY7ACMkoke9ORoCoyEwGgKjITAaAqMhMBoCoyEwCkBgtAMACoVRPBoCoyEwGgKjITAaAqMhMBoCoyEwGgIjBIx2AEZIRI96czQERkNgNARGQ2A0BEZDYDQERkNgNARAYLQDAAqFUTwaAqMhMBoCoyEwGgKjITAaAqMhMBoCIwSMdgBGSESPenM0BEZDYDQERkNgNARGQ2A0BEZDYDQEQGC0AwAKhVE8GgKjITAaAqMhMBoCoyEwGgKjITAaAiMEjHYARkhEj3pzNARGQ2A0BEZDYDQERkNgNARGQ2A0BEBgtAMACoVRPBoCoyEwGgKjITAaAqMhMBoCoyEwGgIjBIx2AEZIRI96czQERkNgNARGQ2A0BEZDYDQERkNgNARAYLQDAAqFUTwaAqMhMBoCoyEwGgKjITAaAqMhMBoCIwSMdgBGSESPenM0BEZDYDQERkNgNARGQ2A0BEZDYDQEQGC0AwAKhVE8GgKjITAaAqMhMBoCo2A0BEZDYDQERggY7QCMkIge9eZoCIyGwGgIjIbAaAiMhsBoCIyGwGgIgMBoBwAUCqN4NARGQ2A0BEZDYDQERkNgNARGQ2A0BEYIGO0AjJCIHvXmaAiMhsBoCIyGwGgIjIbAaAiMhsBoCIDAaAcAFAqjeDQERkNgNARGQ2A0BEZDYDQERkNgNARGCBjtAIyQiB715mgIjIbAaAiMhsBoCIyGwGgIjIbAaAiAwGgHABQKo3g0BEZDYDQERkNgNARGQ2A0BEZDYDQERggY7QCMkIge9eZoCIyGwGgIjIbAaAiMhsBoCIyGwGgIgMBoBwAUCqN4NARGQ2A0BEZDYDQERkNgNARGQ2A0BEYIGO0AjJCIHvXmaAiMhsBoCIyGwGgIjIbAaAiMhsBoCIDAaAcAFAqjeDQERkNgNARGQ2A0BEZDYDQERkNgNARGCBjtAIyQiB715igYDYHREBgNgdEQGA2B0RAYDYHREACB0Q4AKBRG8WgIjIbAaAiMhsBoCIyGwGgIjIbAaAiMEDDaARghET3qzdEQGA2B0RAYDYHREBgNgdEQGA2B0RAAgdEOACgURvFoCIyGwGgIjIbAaAiMhsBoCIyGwGgIjBAw2gEYIRE96s3REBgNgdEQGA2B0RAYDYHREBgNgdEQAIHRDgAoFEbxaAiMhsBoCIyGwGgIjIbAaAiMhsBoCIwQMNoBGCERPerN0RAYDYHREBgNgdEQGA2B0RAYDYHREACB0Q4AKBRG8WgIjIbAaAiMhsBoCIyGwGgIjIbAaAiMEDDaARghET3qzdEQGA2B0RAYDYHREBgNgdEQGA2B0RAAgdEOACgURvFoCIyGwGgIjIbAaAiMhsBoCIyGwGgIjBAw2gEYIRE96s3REBgNgdEQGA2B0RAYDYHREBgNgVEAAqMdAFAojOLREBgNgdEQGA2B0RAYDYHREBgNgdEQGCFgtAMwQiJ61JujITAaAqMhMBoCoyEwGgKjITAaAqMhAAKjHQBQKIzi0RAYDYHREBgNgdEQGA2B0RAYDYHREBghYLQDMEIietSboyEwGgKjITAaAqMhMBoCoyEwGgKjIQACox0AUCiM4tEQGA2B0RAYDYHREBgNgdEQGA2B0RAYIWC0AzBCInrUm6MhMBoCoyEwGgKjITAaAqMhMBoCoyEAAqMdAFAojOLREBgNgdEQGA2B0RAYDYHREBgNgdEQGCFgtAMwQiJ61JujITAaAqMhMBoCoyEwGgKjITAaAqMhAAKjHQBQKIzi0RAYDYHREBgNgdEQGA2B0RAYDYHREBghYLQDMEIietSboyEwGgKjITAaAqMhMBoCoyEwGgKjIQACox0AUCiM4tEQGA2B0RAYDYHREBgFoyEwGgKjITBCwGgHYIRE9Kg3R0NgNARGQ2A0BEZDYDQERkNgNARGQwAERjsAoFAYxaMhMBoCoyEwGgKjITAaAqMhMBoCoyEwQsBoB2CERPSoN0dDYDQERkNgNARGQ2A0BEZDYDQERkMABEY7AKBQGMWjITAaAqMhMBoCoyEwGgKjITAaAqMhMELAaAdghET0qDdHQ2A0BEZDYDQERkNgNARGQ2A0BEZDAARGOwCgUBjFoyEwGgKjITAaAqMhMBoCoyEwGgKjITBCwGgHYIRE9Kg3R0NgNARGQ2A0BEZDYDQERkNgNARGQwAERjsAoFAYxaMhMBoCoyEwGgKjITAaAqMhMBoCoyEwQsBoB2CERPSoN0dDYDQERkNgNARGQ2A0BEZDYDQERkMABEY7AKBQGMWjITAaAqMhMBoCoyEwGgKjITAaAqMhMELAaAdghET0qDdHwWgIjIbAaAiMhsBoCIyGwGgIjIYACIx2AEChMIpHQ2A0BEZDYDQERkNgNARGQ2A0BEZDYISA0Q7ACInoUW+OhsBoCIyGwGgIjIbAaAiMhsBoCIyGAAiMdgBAoTCKR0NgNARGQ2A0BEZDYDQERkNgNARGQ2CEgNEOwAiJ6FFvjobAaAiMhsBoCIyGwGgIjIbAaAiMhgAIjHYAQKEwikdDYDQERkNgNARGQ2A0BEZDYDQERkNghIDRDsAIiehRb46GwGgIjIbAaAiMhsBoCIyGwGgIjIYACIx2AEChMIpHQ2A0BEZDYDQERkNgNARGQ2A0BEZDYISA0Q7ACInoUW+OhsBoCIyGwGgIjIbAaAiMhsBoCIyGAAiMdgBAoTCKR0NgNARGQ2A0BEZDYDQERkNgNARGQ2CEgNEOwAiJ6FFvjobAaAiMhsBoCIyGwGgIjIbAaAiMAhAY7QCAQmEUj4bAaAiMhsBoCIyGwGgIjIbAaAiMhsAIAaMdgBES0aPeHA2B0RAYDYHREBgNgdEQGA2B0RAYDQEQGO0AgEJhFI+GwGgIjIbAaAiMhsBoCIyGwGgIjIbACAGjHYAREtGj3hwNgdEQGA2B0RAYDYHREBgNgdEQGA0BEBjtAIBCYRSPhsBoCIyGwGgIjIbAaAiMhsBoCIyGwAgBox2AERLRo94cDYHREBgNgdEQGA2B0RAYDYHREBgNARAY7QCAQmEUj4bAaAiMhsBoCIyGwGgIjIbAaAiMhsAIAaMdgBES0aPeHA2B0RAYDYHREBgNgdEQGA2B0RAYDQEQGO0AgEJhFI+GwGgIjIbAaAiMhsBoCIyGwGgIjIbACAGjHYAREtGj3hwNgdEQGA2B0RAYDYHREBgNgdEQGA0BEBjtAIBCYRSPhsBoCIyGwGgIjIbAKBgNgdEQGA2BEQJGOwAjJKJHvTkaAqMhMBoCoyEwGgKjITAaAqMhMBoCIDDaAQCFwigeDYHREBgNgdEQGA2B0RAYDYHREBgNgRECRjsAIySiR705GgKjITAaAqMhMBoCoyEwGgKjITAaAiAw2gEAhcIoHg2B0RAYDYHREBgNgdEQGA2B0RAYDYERAkY7ACMkoke9ORoCoyEwGgKjITAaAqMhMBoCoyEwGgIgMNoBAIXCKB4NgdEQGA2B0RAYDYHREBgNgdEQGA2BEQJGOwAjJKJHvTkaAqMhMBoCoyEwGgKjITAaAqMhMBoCIDDaAQCFwigeDYHREBgNgdEQGA2B0RAYDYHREBgNgRECRjsAIySiR705GgKjITAaAqMhMBoCoyEwGgKjITAaAiAw2gEAhcIoHg2B0RAYDYHREBgNgdEQGA2B0RAYDYERAkY7ACMkoke9OQpGQ2A0BEZDYDQERkNgNARGQ2A0BEBgtAMACoVRPBoCoyEwGgKjITAaAqMhMBoCoyEwGgIjBIx2AEZIRI96czQERkNgNARGQ2A0BEZDYDQERkNgNARAYLQDAAqFUTwaAqMhMBoCoyEwGgKjITAaAqMhMBoCIwSMdgBGSESPenM0BEZDYDQERkNgNARGQ2A0BEZDYDQEQGC0AwAKhVE8GgKjITAaAqMhMBoCoyEwGgKjITAaAiMEjHYARkhEj3pzNARGQ2A0BEZDYDQERkNgNARGQ2A0BEBgtAMACoVRPBoCoyEwGgKjITAaAqMhMBoCoyEwGgIjBIx2AEZIRI96czQERkNgNARGQ2A0BEZDYDQERkNgNARAYLQDAAqFUTwaAqMhMBoCoyEwGgKjITAaAqMhMBoCIwSMdgBGSESPenM0BEZDYDQERkNgNARGQ2A0BEZDYBSAAAuIGMWjITAaAqMhMBoCQyEE/v3/B3EmIyMjIwMjhD1KjobAaAiMhsBoCIyGAElgtANAUnCNKh4NgdEQGA2BAQiBv//+3n59/9bre9df3GFgYPjP8J+HjUtHUsNARkuAk38AHDRq5WgIjIbAaAiMhsBQBoz///8fyu4fdftoCIyGwGgIDPMQ+P77+/qLO888vvjzzy8WJmaIb//////n3191ceUYkyBhbkGI4Cg5GgKjITAaAqMhMBoCxIDRPQDEhNKomtEQGA2B0RAYmBD4////3TcPjz88++//PzZmViZGJghiZmJmZ2G7+eruqYcXBsZlo7aOhsBoCIyGwGgIDFkw2gEYslE36vDREBgNgREQAv8ZGL5//fHv919mFhbQun8wBi3+Z2RgZGJk/M/4/cu3ERAMo14cDYHREBgNgdEQoCYY7QBQMzRHzRoNgdEQGA0BKofA///vn769svfSi9vPfn3/9fvn798/f//5+efPzz/vnr67duDKi9vPqWzjqHGjITAaAqMhMBoCwx2MbgIe7jE86r/REBgNgSEeAowMjC/vvvz44hMnHxcTMxMzCzMjI2gl0O9ff759+TK6j2uIR++o80dDYDQERkNgAMBoB2AAAn3UytEQGA2B0RAgKQRAq30YGX9++cHIzMTMCu0AMDMzMzIzgZYDkWTWqOLREBgNgdEQGA2BEQ9GOwAjPgmMBsBoCIyGwOAOAfhJbeD1/wiCDk3/X78+HzpY+fTJLSkpc1PzFAEB+cEdVKOuGw2B0RAYDYHRECAKjHYAiAqmUUWjITAaAqMhMHAh8B909D926xkZaNYP+Pzpycb1Yc+eHf/3l+Hend3Xr2+IjFolKqaJ3SGjoqMhMBoCoyEwGgJDB4xuAh46cTXq0tEQGA2B0RCgYwhcuLD2+o3jjEwM7BwM/PwMH95dWbEs5PWr63R0wqhVoyEwGgKjITAaAjQBox0AmgTrqKGjITAaAqMhQI8Q+M/AzESrYvzdu09v3jJ+/87w7x8DMwsDLy/Dh/fXVq4IffXqCj28NmrHaAiMhsBoCIyGAM0ArWoOmjl41ODREBgNgdEQGA0BBsjGAEZGxtdvXv/+85sWIfLnL+Pbdwxv3zJ8A/cBWFgZePkYPry7unpl5KtXV2lh46iZoyEwGgKjITAaAvQBox0A+oTzqC2jITAaAqMhQEEIQNr7IANQWMwszEdOH//46RNIhtoYMrXw5i24D/ANNA/AysrAx8/w8f2VtavCX7++Rm0LR80bDYHREBgNgdEQoBMY7QDQKaBHrRkNgdEQGA0B6ofAfwbQqUDUNxdqIgsrwz8GhtfvGN68Y/gK7wPwMXz4cHXtqtA3r0f3A0ADapQaDYHREBgNgaEFRjsAQyu+Rl07GgKjITDyQuA/dMEPNp//Z2RiYmBkxCZFJTFGhu/fGV6/YXjzluHrV4a/fxlY2Rj4+Rg+fri2ZnXo69H9AFQK5lFjRkNgNARGQ4CeYLQDQM/QHrVrNARGQ2A0BKgaAjQ8BRTqTkYGhl+/Gb58BfUBXr9B6gPwM3z6cHX92sjXo/sBoEE1So2GwGgIjIbAkAGjHYAhE1WjDh0NgdEQGKkh8J/hP2LpP/J0AKj9T8vRf3iA//4Navq/egPqBnz5yvAHPA8gIMDw8eOVDesiXr8e3RMMD6pRxmgIjIbAaAgMATDaARgCkTTqxNEQGA2BkRwCSG1/egcDZG0RpJvx6zfDt+8sr94wvHrN8OULw58/DKysDIICDJ8/Xdm4LvzNm9H9APSOnVH7RkNgNARGQ4BsMNoBIDvoRjWOhsBoCIyGAN1CAFcvANQ4p60jIDYwgkb95eRMHRyzn79geP2a4fMXkAgrK4MAqA9wdeP6kDevR+8HoG1UjJo+GgKjITAaAtQCox0AaoXkqDmjITAaAqMhMDxDANYFYGBlYfP1KZaVM3z6HLQW6PMXht+QeQBBhs8fr23eGDnaBxieKWDUV6MhMBoCww6MdgCGXZSOemgUjIbAMAsBXKP/EG/SZQ8AxKo/f3+LiioWFKyUlTN88hS0FgjeBxASYvj06cqWTRFv34zuB4CE1ig5GgKjITAaAoMXjHYABm/cjLpsNARGQ2A0BCAhgL8LAFFDQxIyBQC24N+/vxLiqgX5K+QgfYBXDJ8+Q+cBhIQYvny+unVzxLu3o3eEgQNrlBgNgdEQGA2BwQpGOwCDNWZG3TUaAqMhMBoC8BAYkB4AeG4BqfHPABYAuUlCQq2gYJW0jMGTZwyvXjF8/AQ6KhS0J1gQtCd466aw0XkAUDCN4tEQGA2B0RAYrGC0AzBYY2bUXaMhMBoCoyEADQFI8/8/vgvBoCppRYGa/iCMMF9cXKWocLW0jBGkDwCaB/jNwMbGICzM8OXL1e1bI96+uYxQPcoaDYHREBgNgdEQGExgtAMwmGJj1C2jITAaAqMhgDUEIF0AbFKMiHF5bNJUEQPPAjAyIN9AADJXXFyloGCllLTh4ycML18yfPzI8OsXAwsrqA/w9cuVHdsi374ZPRcIFFCjeDQERkNgNAQGGxjtAAy2GBl1z2gIjIbAaAighMDfv//+/f+HIkRfDrj9D7ISdQ4AJCIhrpKfv0JaxujRE4aXrxg+QPoALKA+wLevV3duj3z3dnRPMCigRvFoCIyGwGgIDCow2gEYVNEx6pjREBgNgdEQQAkBRkZGRXkFcRHRf/9w9AEwW+UoBlDGgbf9GRhwzTRISqjl56+QkjZ4/BTcB/jA8PMXAzO4D/D925Wd28NG+wCUxcGo7tEQGA2B0RCgPhjtAFA/TEdNHA2B0RAYDQFqhQAjI6OKopKkmATODgDOljmlTkD0LMDdAMwlQHALJCRUCwtXS0gagdYCvQKvBfoJ6gMICTH8+H5t986It28vwRXTjfH18/sXj2+8fnLj1eOrhzdNuH5qw8/vnzDWMdHNOaMWjYbAaAiMhsAgAiyDyC2jThkNgdEQGA2B0RDACIG///79hQ//Y90MgGiqY2imkgBBG8TFVAoLVk6YEP7w8TnQXAEjgxATAycHaC3Q+/dX9u6KdnFbJiSsSyXnIIz5DwuQ109v/vz2kZmZ8cGN4++e3WBjZfzw+uGHl3fYWJlYWRj///7xhIWR+W+1smkUMws7Qv8oazQERkNgNARGJBjtAIzIaB/19GgIjIbAaAgQEQLgoX9Qex7WzManRxy0H2D5xIlRjx6dZWRgYGJkYBJg4OBiEBJm+PD+yr7dUU5uK4SEtPEZgVfu79+/DP//MTAyvnl+582T6ywsjB9fPXh86xgbCyMbK9P7F7f//vzMwsrIxPCPkeHfbyZGDmZmKWFm2CZpzr9/f726tVfRKGS0A4A3mEclR0NgNARGBBjtAIyIaB715GgIjIbAEA4BYlrfNPUefPyfkEskQPsBlk2cGPHoyXlGcO9BiImBi5NBSIjh44cr+3aH6+iWq2tGMzISWH3679//b5/fMDIy/Pj64eH1I8xMf//9/nb38j7m/z/Z2Zh+fX3348trVhYmFiZGNiYGJibGvwwMgpwsjFzs/xkY/oMAw///DP/AjL8Qxj+G37///wFto4B7hqZBNmr4aAiMhsAoGNRgtAMwqKNn1HGjITAaAqMhAA0BUNsWyqQzRVKTGXJH2IQJ4Y+enGNkZGBkBE0FcHExCAoxfPx49fDB+K/fnhsaFTIxsUJ88f8/w/vXDxj//2Vg+Hf34t6/Pz+ysTJ9/fjs5f0z7KyMoLU7n1+xMDGwsDDxsbIyMjIy/mBgZ2XiE+L+D2rqQxv6//4x/P3H8O8/aKPE33///4HkGECMfyBF//6D2H/+/BP5C5aAWDxKjobAaAiMhsAIBqMdgBEc+aNeHw2B0RAYEiEAaoAjj73/R9r3ywgaaKeDL8BNeSLtAd8PsGrS5KhHT06DhuEZGIQZGLi5GQQEGP58Zz5zsInxJyvjT96PL25wsDEz/Pvx5NYxFoafbKyM//78YGb8x8zMyMzELMzOAvI3AyOPEA8DaBQf1tb/z/Dv739IWx90PCq4cf/v//9/oA4AA0gEzPj77z+kA/D3H2jg//eff4z///yF7xgg0iejykZDYDQERkNgmILRDsAwjdhRb42GwGgIDJsQIDD2D24n09SzeA4AwrD3PwPDv79/xMWVI4Mb501P+Pvh2y9Whs+veRnYWdnZGHm+svP/Z3p1ZDZ4bf7fb0yMzMxMEnwsoJkCkFGcoOuOQcP0oFH8P6BmPmglzz9Qax7K+AfqDPz/+5cBwgCP/f8HDf+DGvog8T9/QS39P3////77//ef/7/+/Pv9B6RAXIBRSt2ZiYUNZM8oHg2B0RAYDYGRDUY7ACM7/kd9PxoCoyEwREIAMgUAIensZEgPA2I1IxMz3Pb//xm+f33PxMjw/evHxzcOs7EwsLIwvnx44fOrW5zszL+/f3RTEmFlZWZhYmRiYmACLd9hYOSHbSn+DxqNBzfiGVAb+pCxfFCTHT6uDx3LBw3zg8RBo/ugVj4DqK3/D9Tc//0H3Nz//f/n77+/QOjfrz///jOygBT8AdnEx80szs/KySdBcPsB3HejjNEQGA2B0RAYxmC0AzCMI3fUa6MhMBoCwzEEIC1xOviMkekf+Nh8yMp5DmYWNsZ/n17du3dlP+Pvj2xszN8+vnh1/yQHOxNopf7H56wsjCzMjCwszHxMTKCV+sxMjPysoNkL0Ig+eHHOf4Z/f0BD+5AGPWhc/z8DZAgf1BMArd0HDeFD2H//Mfz9C1rG8+cfqIfwF9TiR7T1f/0Bje7//PX356/fIPbvf3/+/fv1+x+fgAgvnzAHL6sAF//1y2cYGf8zMTIwMzNBFk2BtgjQIdxGrRgNgdEQGA2BQQ9GOwCDPopGHTgaAqMhMOJDAF+bHzQ+D8JUDKS3L+79/fX539c34pyc4ly8rCJMbMxMopzcfNxfzi0L//PrMwvTPxZmJmZmJhF20F5eRiZGXiEe0Ood0J5b0Fod0JqcPwz/QDcYgLjIrXxQyx7U1od2CcDD+Qx//4Oa/n/+/Yc09P+CFvAwgNfwgBbw/Prz79fv/79+//3x89evP////GVgYGT68/cfD5+wuKT8//8MAkJiJlaujIxMiqracgrqzMwse3asuXzxDAvTf9DUAwNohRG+MKRi2I0aNRoCoyEwGgJDAYx2AIZCLI26cTQERkNgNATQQgA0tA4Z1yan9Q/S/Q/Ujv749unH13fZWVmYGP/fPL2e8dc7Njbmd8+uM/75JMjGHKKrwsrMxAxewwNauwM6ZPM3Ayfn//+MoI25DMjLdf6BN+CCluhAlu78Ba3YAQ3ww0b6QcP5kNb/n7+gY3lAbX3QAh6G339Brfw/fxhA6/X//v/5C7SA5/eff99//Pr95++fvwysrOz//jNycPGqaFszMjJxcPE6uAVzcHAJCovLyKswMTFjboUGCTKAwgd0DwAIg4NvtBMADoZRYjQERkNgFIx2AEbTwGgIjIbAaAgM/hCANl0h23FJavL/Z2D4+f0zZAn+0zunfn95wcrC/PLh+S+vb3Kys/748ubn52ccbCzMzKArtJiZGP4zMYhyszIyQjfL/gP1FaAj9KAjfUBn7PyDtOP/g07gATXlwSfwgNb2gNr64J27EAUg8u9/0Lg+qKEPXsDz9/8f0OodUKMftHTnz/9foIX7//78Zfj16++PX9///vnHycPPzMLOysZh6uDAycn9n5HJ3NqNX0CEg5NbRl6FmKj6////w3s3GBj+wa8bgJyVBA1EYowYVTMaAqMhMBoCwxqMdgCGdfSOem40BEZDYHiEAI6mK6QnwMSMKMk/vXvOxPiXkZHx/cu7759cYGdn+f7p1fM7R7k5mFmZmb5/es7w9xtoUJ+FiYeJiekvAxszE6MQFwNoaP//fwbG//9B7fjff0En6sPX4kMEQat6YEt3QIv4Icv3wUt3QMt4wAf1gAb1QS1+8PZc0CE8/36DW/w/QY1+0Kr9X7///vz9799/JtApPb9Bi3k4OP9xcP378/+Pkq6itm7ofwZmbX0LCSl5FhZWUXFp8mLv379/Vy6cBJ0bygDrAkBCijzjRnWNhsBoCIyGwLADiGpj2Hlt1EOjITAaAqMhMIxCAHRqDrp3QBMC//68vHv8zuOT7GwMDH9/PrlxmJ3lFxsL0/8/P/79/szCwsTCzCQCOmOfgfEfAxs3EwMDN3ixPgPoLH1wIx60fxY0rv8fdGkuePwefQ0PeDEPZJn+v/+gVvvff//+/gXtzQUdswPenvv7L8Nv0Or8/78h6/XBh2/++vPvxw/QeTz//jFCbuPi4RXk4uV6/fqxuNRfSZm/XJwMcgp/JGX+fP/2/9fv21q6/Ooa2eieJIvPzMwMWrMEPnoIvBQItJ0ZWxCSZfqoptEQGA2B0RAY4mC0AzDEI3DU+aMhMBoCwz0EOJiYcI1f/2dk+v31zf29ZXwsP/+AVuozioNW74CVszAycII35oIP4QGtyIccwvPvP6gp/w+6Bxe8cB+0jOc/6Hx9EAOyYfcvaHkPaEsufBkPpK0P3Z77BzS0Dz5lHzquD1nP8+Pnz7+g27aYmFhY//9jYOPgUtE2+/fvv6qmoZ6RNQMDg6CwODcf+5QpMe/fn+UXZZCVYRAWZuDgYODiZPj27euViwU/fnzV1StmQjpslIzoZQTt+mWE3EMMbf3DTMExlQKTHqVHQ2A0BEZDYGSA0Q7AyIjnUV+OhsBoCAydEPj39+8v0OH1DFfevLvx9dt/Rob3f/7i6gQwMjJwsTNxc3D9/Qc6ggd0ZCd0oc4/yBoeUIMeNNIPWtsDau6D2ZD1PJAhf1ATH7RGH9T6h5y8CVq38xeyjAfa0AcdtA+6VAvU3P/5++/vP//+/P3/8+cv8FTAfzZ2LhZWNkYmFlM7bw5OLiERSXMbN0YGJjYOTkVlTcyAz81b2t8fdvf+5X9ge0WFGXh4GLi4GJiY/ty/XcPA8E9Xv5SJEXHhAKYJxIjALy9mBHcCwE1/MEGM5lE1oyEwGgKjITCswWgHYFhH76jnRkNgNAQGfQh8//Xr3a/fDExM9z99Ov3uIyM727HnLx/+/c/MyfH61583//8zsXPw65nzPX8IWqmP8A60LcvC9P/n739fGRj+QAb1wYt5/oFI0Bg/aOAfzAYt0wcdqw8S/AM+Yh+2N5fhD2TpDmjJ/n/IgTygozbBV2tBxvX//gPt3AX3E/79+PGNm0eAT0CM+d9/S2cHIWGxP3/+aumby4JP45GSUUQ4EDdLUkLd17dk5sz0h4++M4CP6GFkBPUBODkZGBl/P7hby8TEpK1TyMQEOmMUtzH4ZFCG/8FWgEIPGmb4NI7KjYbAaAiMhsBIAKMdgJEQy6N+HA2B0RAYLCHw9eevR1+/MrCwvP7+Y/fzF//ZOa6//3Dl2w9WLq6v/xne/f3HxMbGwskLOsWSkYGRnQm0P5eB4ZeV86/Hdzlvnmdg5kD2yf//DHqivxn//P3wiwEy3g8Z2geN+sPuzwI13yEtftDh+uCjeCAtfvAyHlAT/zf4Gl3wPt0/f/+Bjtr/C5ouYASNwTP9Y/jPzPoXNL3A/FNcWsHLK1NeSVNNU5+BgUFAUATZMSSxbW1iv379sGxZxaPH3yAj9AyMDLw8DJyQeYA7VYyMjJpa+czM0MOISDKcCQxAJ/+AFgNBtYLnVKDsUWo0BEZDYDQERjgY7QCM8AQw6v3REBgNAdqEAHjD6Zffv6++ff+flfXLnz+bHj75ysb28sfPcx8/MXFx/2Nm/s7AyPjzPzM7NwsnH3ggnJEHPEwNaqr+/Qs5Qh90ee2/fwyMjF9MHNhePGL+/pmBAbo25j8DgwDbH1Xur+++/P39F3JSJ6h9D7o6F7wxF7RqH2kg/zd0Yy5ony7kjq2//xh+/vz15+8/BgYmFhbWv//+s7ByqGga/f/3X1nd4Pf/l0eOLGdk/sPA8oeBgeHXLwZhacHQmBxqhZeHe+7/f/+XL696+OgryPuMDEyweQAmpr8P7lYxMPzX0i5iYiK5nvr48f23r59hG4DBm4FBe4Cp5fBRc0ZDYDQERkNgyAOSC9Yh7+NRD4yGwGgIjIYAtUPgz9+//xkYf/79c/jp8y9MzM++fdv15BkjL++3/4zXPn0G7XJlYf3NyMjw+z8zKyeLOM9fhv+MDAxcoCP2/4Oa+79/Q5v7oKP1wU1/0NGb/xjA4/mgVTv//v3gE31v4SG6fzXc7f8ZGCVYv/38+v3TH9B6fXCbHrRGH8z49wt8xP7vv9Aj9v+ABvX//wLdrPWXgYGJnYPr/3+mf/8ZTSy92Dm4BYTF7Z19/v9nYGXjUFHXZWICnZ65ZWvHmUs/mZj/fwet0wFdpvsPdDzoXwp36MLdz8DA4OmZx8TEtGRJ2cOH36GD9eB5AA4OBiHBP4/u1zD8/6ulU0aqjdevnHv04BYzaGYBZBt4KgDEGV0BBAqOUTwaAqMhMAoYGEY7AKOpYDQERkNgNARIC4H33779ZmT8+5/h8JNnr/4zfP77d+ejJ3+5uf8ys9z/+u0XKysjCysDjwADIxMTMzOLKCcj+Hx9DlBTH7QDl+HPH0bQblzwXt3/iJX7DP/+MvyDnqsPavSDDtr8A7pZ9y9oyQ7Dnz9fmbjZpdQEX90FrWlnZGJm/M/+9f3dTz9By3hgO3T//vv/6/ffP39BO4D//Pnz5/eff/8ZhUUlODhZf//9b2prIywqycbOZe3gycbGwcDAKKugAmnuYwbB3z9/QAeG/geNoENkQb0WCIt6pLs76NzPJUvLHj7+zgjet8vIwMDLC+o0CTH9fvqojomZWUOTtP0AIHNAHRaIK0E9C9B5qaDuFgPDaCcAEiqj5GgIjIbAyAajHYCRHf+jvh8NgdEQIBQCzz9//vz33z8mpnMvX9389uMfC+u+x08+s7IxsLG//PHzBzMzEwsrK78QAxPosl1mQQ52SBMT3HYGbZ79BW3o/wc1+sFHcoLuywW19ZFa/H8ZQOfv/IVsyAWTf0Dk798Mv3//ByOGX7/+/f795j8vOxMXIwMj5/cPwj9ff/z54e3ff79+/Qad3P8fdLT/33//RcWlhXgFfv3+o65lqKym8/8/o5mVMy+/0P///4VFxEGnYxLyMhZ50AA6FmFqCDG6u+cwMPxfuqziwSPQfgBQ8x08D8DOziAo+OfJwyomRkZVddL2AzAyMTL+Bw/9g44EZWBgBLX8ITFDDTePmjEaAqMhMBoCQxuMdgCGdvyNun40BEZDgHohAFqM8/TT52fff/xhYtp+9/47Rqb/7OwnX7x6/u8fMwfnDwbGX4yMoMXyfILgUXNGJjYObvCqffABnOBjOCHn7/yH3qcFWtgDYoMH/sEH8TD8/Qs5bpPhzx8G0NA+ZHT/N3jtDri5/+vX/1+/QO3+X7/ATf9f/3/9Zvj798/v339+/WL4//8TAx/735/67+8zM3z99J+JmYVNSU33HwOTtJyKsbnd37//tfRMpaTl////z8pKzg5aLOEJmnEAC9OsBe3unvvv37/lK6ofPALtBwCd2wnuA7CxMwgK/H3ysIqRkUFVvYDIc4EYGUA3AEOb/2CHQ2IJxhylR0NgNARGQ2Ckg9EOwEhPAaP+Hw2BkRkC4FX7DM8+f7ny7v1fVtaDD5/c/PadiZvn8devT3/9ZuLg+PWf8T8zE+PPvyy8AkxMjP9AKyYZQcdSglbn/2f4+4cBdHXWv3/gkX5QQ/8ffHQftKoHNKL/7x9obf7fP6Cl/KCzNsGD+n/+gBr34EH9/79/Mfz6/f83uMX/6/e/37/+/fr9H9Qx+Pv79+9/f/78//efg5WFlYnp358/urLSylIS///+4WRl1RVkYXgt7eoVxsDAwMLKrqapz8LCQubQPknRT7MOAHg/QD4jE/OypeUPHoLmAUALjxgZ+HgZIPMATx9XMzD8VVUvJXI/AKj1j+Ra0AQGKH6QhEjy+Kji0RAYDYHREBheYLQDMLzic9Q3oyEwGgKYIfD/37vvPxiYmN58+37o6fM/bGxX37w7//4DCw/v+99/Hn//wcTO/p+Z+T8zG+OvP8wc3MycoBXj7KBBYzAGrcUHNx7/gVbxg9r94KY/aL0+aLwffMQmaLcu+Oos0KA+eCXP3z8Mv/+AlgD9/s0AG8sHNfdBo/u//v/+8/c3aEkPw5+/f/78+fsbNMbPxcEuxMPDwMTIxMjkaGoqwsf7/88fO30dZWnJ///+SYsIC/PzYXqOdiKMjEygpTPg/cogW0CNaBBNO+zhnsPIyLB0Sdl98P0AEOt5eRlYWRkE+H+/eFrHxMSorFpEcB4A0h0CxSLYraDOAGgJ0GjrHxwco8RoCIyGwCgADWmNhsJoCIyC0RAYRiHw7+/fR58+/Wdm+fL7996Hj78wMT///uPoi5eMXNw/GJmeff/OyMrGxMrKzMnL8I+BkYWVnY8dtDMU1Dj8D1on/gc0tA9aDATaM/of1Mr/D1rbAxrjB7Xy/4F25f4DnbIJGuP/CxvU//P3P2y9PmiAH9zih7f7//36/Qe0jAe02ucf+CQdhr9/JYUFBfj5/v/5baCsqKek8O/vHzUpSTMtDYb//xkZ/suIiYAb3wMWMf////v27SNoHT3ECfBVQBAuzUh3N9Axo5B5AMgkACMjaE8wKysDH9/v50+rmZgYFZULmJjwrW66dOHk3z+/WUDHAIHiFeJYyFQNhD1KjobAaAiMhsAIB6MzACM8AYx6fzQEhnYI/P3379abt9/+Mzz78mXfw8cMnFzv//w9+PTZf06u/yysH//8+cfMwszCwgI6kwd01jwnDy+olc8AXpQPHt//zwBq8YMEQeP7oJF+UFsftKkWvJLnz9//oFX7f8Hr9f+C1uf8+QNamv/nN2iA//dvhp+/QGt4IMt4QOP6v3//+AHuG/xl+v8ftBP1718RXh5FGYn/f/9KCfJ7mZuAehd//5ppqCpKSTD8Z+DmYEecWDNoYuPHj+8nT21mZvn//x+oJ0L70X+Ez93dcv7/+7d8efWDh19AJ/iANgSA1gKxsjHw8/19/qSakZFBQQlfH+Da5TN///5mYWFm+A8NWvBsAKhLh7BmlDUaAqMhMBoCIxiMdgBGcOSPen00BIZQCIDO0GH4/e/f1Vev3//+8/bnz3XXb/1kZ//Dwnbp7dsfzCz/WFl//Wdg/PabkYmJVUgE1KBn+M/Bwgod3Qct2Qc1AsHXc4G9DVmyDxoWBg/qQ0f3QQ190CbdP+Cj9f/8hhzFAxvdhy7W//vrJ2hj7p8/f3/9+v3rF8Pfv0wMDBwsoMYyLxurkZoSCxPT/z9/LDXVrHS0/v/7KykooC4vy/AfdFAQ2O4hQfz/8+f3QDnUwyPvPwPj8mWVjAxfIQt4GBkZ+HgYWFgY+Pj+vHhaw8j4T16xBNcdYaysrCBdsJ4LpPcCiuqB8s+ovaMhMBoCoyEwyMBoB2CQRcioc0ZDYDQEGBh+//7z89/f3//+X3n56tbHz7+YmHbfvf+BgfEfO9u9j5+/MDAysrH9ZWRi+PmX8fdPVl5+RkZGpv//OUDLPcBD+L+gLVdQcx/U7GcALdz/Bxr1B42+/wNdsAUa1/8HPpAHtj0X3tb//+c3bLH+73+/fv39+QN0v+7v379+/Pj/7x/j//9CXFzMTIz///6VExWy1NIENfEF+LzMTRj+M3CysmjIyYLWrmDGI6Qdiik+WEVAx3GC+k9g30CH4unnVk+PXCZGxqVLyxkYvoFsBa9BAu0HYGHg5f398nkdIyODvEIJI7Z7gkGOBe+Jhl5cAAl5cNIAGTWKR0NgNARGQ2DEg9EOwIhPAqMBMBoCAx0CX378ePf9x89//w7ce/D+D2jpxsknzx7/+MnIwfHm56/3f/4ysbIxs7AwgM/kYebmAR/Fw8DCAF6yD2rW/wYN9YJa/yCfgGjo6P4/hr/gRj9oqy5s1T74jB3QMn3wSh4QA2m9/p+fP/+BR/T/gRbz/Pr/7x8nK4ucsDADMzM/P4+rsQE7KwsbE5OHqSEfFxfD//98XJx03pgL8iG9MKTZDLINzAITIB7dMPh+AMZly8oYH36D9EYYGMBrgVgZeLh/v3pey8TEJCOHZS0QIwggnAm+Xgx0UitCaJQ1GgKjITAaAiMbjHYARnb8j/p+NAToGwL//v//8P3704+ffzH8P/noyd1Pn/+zsV178+7Gh09MHBzvfv3+zcTEyAoCTGwcoIuc2Dm4OBhBw/b/GRj+gddw//sL2iULdzZIDDS0+x/Uygc39//+BV2wBTq6B7x8H97Qh5y8CTtl/9+vX79+/AAfxv+X8f9/hr9/WRgZ1KQlOfh4/v/9qyAq5GSkz/Dvnwgvj5ORPiMDAwsTEw8XJ9zakcagf+sfEsLu7tn//v9duaKa4eEX0F4AcFuel5eBjZWBh+fPy2eg+wGkZfOZmECHNkG0wJWBuf9B94CBXQ/pFYIFR4nREBgNgdEQGOlgtAMw0lPAqP9HQ4CeIfDz799t9x/lHzzGzMH5i4HhDxMTIwsLCzMzMy8/AwMDGxsHG2TFDgOsuQ9eggJe0A9hgRfzgE7iB+/Q/fsP1O6H3KELOpAHdBQPaJ8uUlv/H6jF//v3j+//wEdtsjExMoH6En/5ONh1FRUYGf4LcnIE2Vpys7OzMjGaaajycHIy/GdgZmaiZ7AMcrvA7WeQG+EMEIde2NMjj4GBYcXyasb/oD3BEGv5eBnY2Bh4eP6+el7DwPBPWrYY+WxQyOFFoKQEav9DdIBWgYFmh6C8UWo0BEZDYDQERjQY7QCM6Ogf9fxoCNA9BBgZODj/8QsyMTGyMTKCj3IEtyr//YO28sHtfJAQeFgf3GoDncXJ8A/a1occsPP/z1+GP79Be3PBA/z/f/369/MXaPXO71+/f/4E3Zj75w/T/3887OzM//+zMzI66Gvzc3OxMjI6G+jKiAoz/P/Py8EOWqxPd/8PVQtBUQK/EYDenvD0yGNiZFq6rJyB8RvoLCfQqD54LRAbAzf379cv6xgZ/kvLlTIygmq0B/du3b5xmYkJPFkAdikj6BIAyATSaBcAHCKjxGgIjIbAiAeg4nLEB8JoAIyGwGgI0DcEQEtuIEv4wfaCWmWgBf3/Ias0QLfrgvfpgm7S/QNq8YNuz4VcqvWL4fevvz9BiAF8kRZo1f6fP4z//orz8nKxszEx/jfSUlWVlgI18dnZ3E0MuDg4mBkZFMTFmJhGB/UZSAPgRj9oCzB4Ay5ILyimQDT9sbt7NgMDaD8AAyPsnmAGBj4+0Fogbq7fb17VMTIxSUoXMjGxffv29dvXzyygW8zAbgftCAa5F3QK0MC5H+SCUTwaAqMhMBoCgwaMdgAGTVSMOmQ0BEZCCIDalOCx/T+gE3ggA/ygZTyQA3nAy3ggp/GAT9kH3ZX758ePvz9/Mfz+DRry//uX8e9fER5uSUEBBnZmDmYeF0NdYV5eFiZGCw1VGRFhBgYGIR5uZmbmkRCW9PEjKMZgNg1o+5nR3T37//9/K1ZWMTJ8QZsH4OL68+ZlNSMDo6RMPhMTI2j4/x/M0aAd4qB5JdA9zgixUdZoCIyGwGgIjGgw2gEY0dE/6vnREKB3CID27IJaYwx///379Pn/z5+gC7Z+//7/6/f/Xz///Pz558fP/39+M/39y/L/P8M/0F1aauKiIoLCTAwMFuoqeoryjAwMKhLi2gqyoL2eDIyji/UpjMF/f7//+H7q188z//69ZWRkYWKWYuewYefQgjSbIYZD+gDwc3ggggNCenjk/v//f+WqagbGL6CT/sGj+3w8oP0AXFx/37yqZmFlYWBwZGJkgrj5PwMDZCkQaN/HP/AqoAFx96iloyEwGgKjYJCB0Q7AIIuQUeeMhsCwD4H//0AD/wyg0/7/vnzx/9PH/7//MP37x8zIoComoqOixsDAoCgm4m6kz8AAuklXRVJcmI9v2IfKgHjwz++3H942/vi+6P+/j5DRfUZGBiYmBT6BFmZWX+Q+AGgxzYA4EcNST888Rkam5csrQfMA4M0AjAwMvLwM7GwM3Fx/3r2ufPEikJHhN8TB4A4CtOcCvegZw8BRgdEQGA2B0RAYgWC0AzACI33Uy6MhMGAhwMjAwMrAwMLA8I8RPDb79+/fr185/v2rCPbxtbYQ5eMV4R9t69Mwdv7/ZwANnMNs+PXr/s8fG////whZUQMR/vfvwfdvKzl5bFE6ABC5wUF6eGQzMjIuX17OwPgV7iJGPtA8AAfHrx/fVv7/L8wISmUgSWjzH3ysFOg8WZDYKB4NgdEQGA2BkQ5GOwAjPQWM+n80BOgZAuzMTKbiYor8vLffvAdd1gTamAtariEjIqQpK01Pl4xAu/7++fTnz7P//78yMDAxMQkws4gzMnIzMcv8+/cIOTQYGXlYWfUZmTgQgvBNwAihgWVB9gP8X7kSNA8AauKDh/r5eBhYuBm4uFiYmBn//wG5EC4FPlcWtMkcJDqKR0NgNARGQ2DEg9EOwIhPAqMBMBoCdAwBRkZGdhZmVibQWfyMTEz/mZjAI9KMoDu+6OiMkWbV/3//v37Z+vXTtD9/LoA7AIyMTMIsLGoMDH/+/b0PCQ1GRh5mFk1mZjV2Ti8evoBfv5jBh2dCJAcj6eGR8+/fv7Vr6xgZP0LcB7qvjZXh6mXmXz8ZWGH7wKF9AAYG0EmzkHVOENWj5GgIjIbAaAiMYDDaARjBkT/q9dEQGJAQ+A9uhYHG/xkZmZkZQUtSIDs2B8Q1w9bSP38+/vl1++/fNwwM/3//uvPtc+/fvw8hK+MZGBj+//346889kOcRYQ+6NOv//3c/v6/58/vYv/9W//79AikYtCuBGBi8vPLef3ixeXM3A8MfiD9YWBgePWT6+4eRjRl0sQRoYgAsAd4EDNoFAPHRKDkaAqMhMBoCIxyMdgBGeAIY9f5oCAxECCD6AEygU1r+Ie5sGgjXDDc7///78+3r3i+fen//Ovv//xew9/4yMPyFt/7BIujt+v//v/75fQrUNwDvE/j5c+Hfvz9BV2iB+2ugTQKMDH+RztaEGjLQlLt71t27569d3QHqSDIxsLAw/P3LAFpZBvIJyI/wtAW5ZGKg3Ttq/2gIjIbAaAgMCjB6M86giIZRR4yGwAgLAXCjkpHxP+SMRtBMAGzFxggLCFp49/fv158/dP/6sfv//3cMDL/A6C/YIkZGRgEw4mNkFGZgYAc1kkG3MoAPZgWrAB2uCm4y/2f4wsDwGyoG3wMAjjeo4OCgRIRlsrPmaGq5PXrM8OAhw5OnDD9+gPoCUNeB/QJhg5cAQXwLERglR0NgNARGQ2DkgtEZgJEb96M+Hw2BAQsB2AwAaKiWkenPn1+nrt8It7cevayXKjHCyMjMyMSFPt7/n4GZVZeXv4WFRYSB4Q8DI/vfP0/+/n367+97hv9/fv26+PvX/v//PyM5gBGlW4AkMdiYwsLS+XkLJ0yIuXlrLzMzw7evkH0loMNmQUNcjP//M/7//5/x7/9//xkhe04Gmw9G3TMaAqMhMBoC9AajHQB6h/iofaMhMBoC/yAdAAYG0JWtjIx//v279eTZ6BGN1EoYLKyi/ILNXz6J//514t+/D///f2Vi5GVhs+Lhy+HitkbqGJjBbfz54/G71zF/fh+CiwyV1j/EwQICEgUFSydMjLl9a8/vz6D9JaDJDcb/TEyMfAw84v9ExH4L//jzi+3VH/hkBkTjKDkaAqMhMBoCIxOMdgBGZryP+no0BAYuBP7/Z/kPXkvOxMgIOgUINCjLzDy6BIhqMcLIyMjBpc/GMe3f3/f//n3+9+8TExMvC6ssExNozQ9WaxgZmRj+Q7f8YioAb6PFFB5cIgIC4rk5C6ZOTz6x9wA7eAMw738ehX/Scv8kuRk4WBiZ/jH/u7N0Gz+fsJqHA9NoehtcsTfqmtEQGA0BegPQBCm97Ry1bzQERkNgBIcADxurs6z0PwbQVlPQMaBMoPFa8FlAIzhQaOB1JiZWFlYxNnZlDk5DNnYVaOv/P8O/v9///vn89++X/5BuGANoqQwzswgndyIzsxp4YwC2Bj82MRq4miIjhYWlszPnGJu5/f/HwPFFWPyrPM9Pod9/GH7+/fP7/19GZkaW33/PTFt0Y/u+f38gmyIosm5U82gIjIbAaAgMXTA6AzB0427U5aMhMCRDgJmRkYeNDdTqBJ0swwTaBgBiDIUG5pAMb1CL/9//H4wM/379uvf96/rfvy7+//+VkZGZiVmBncOe4f+P378u////5f//v0zM0ixs1izMSr9/7frx4zhoqwDMy0MleoSFZQpL51QlJz+/8oiD6yfT/6+gbb/s7JCFT6wszAx//p6fvoSBgUHD02l0HgAWvaP0aAiMhsCIA6MdgBEX5aMeHg2BgQ2B/6AhZ9CR8+AbmiCrgEC7AUYnAagbL///M/z+9eTbl1U/f+z+9+8tA8Ofv3+f//v7ggF0NibIqv8MDD++zYfGBkgAtHeWiVnqH7Pqv793/zOAr9IFi0NazwwMDH///vv/j/HPn5e/f98HHzDKyMQswswsysjIxsDIwszMB1pKBNEycKSQiJhnSMzEC40M30BHoDKCupcg1zCygPzBwsLM+PfvuemLGRkZ1T2cmJhHp8FBgTOKR0NgNARGGhjtAIy0GB/172gIDJIQAC0BAl0CANoGwAi+p+nf6ClAVIyb37+efHhb+PPHWtBkC2wAH+mATFBrGLLTF1nw399n//4+QxaBO4mRkUFBQfHLp/nfvs74++fW//8/wf02HkYmIUZGdgZGNlZWXS6eOA4uGyYmVriuAWG4BHifO3b8wMZt4N4OqAsAWnH2n4GBlYGBEdRTYfv79+y0Rf8ZGDVG9wMMSAyNWjoaAqMhMNBgtAMw0DEwav9oCIy8EEAc+MMImgH4+///1QePTt+4ZamjNfICgwwfg+ZPwNpAV9tiHXT/9+/P71+P/vy+DGriw1r/YC1EEoygbgNMLcQARkYGAz3pn9+7//y+CZNh+Pf/BwPosmGQwJ/fZ3/9PCnAMJuLxwo2zQASpz/m5uUpbmtgZGTav3ELxPGgDgDkToD/DAzMzKzMLIx//5ybtojh3z8NT0cmltGqkP6xNGrjaAiMhsBAgtFSbyBDf9Tu0RAYqSEAWgcE8jsTaA/AfwaG779+f/3xEyQygvHfPx///n39//9vUBOVRZiZWRjrSPz////AjX5G2GGqKEH258/7b1+2/vy+7ffvK//+PUCRI47DxCTOxZ3OxPKDiWkWA8MHZE3//jODdwkji6Gw//279/vX9f//LRgZocc6/fv36++fl//+fWVgYGBi4mFmEWNiYkPRQxsOn6BAUVvd////DmzaDumNQAMTNAnAwMjIyMrCwvDnz/mZ4P0AXqP7AWgTDaOmjobAaAgMVjDaARisMTPqrtEQGMYhAGn/g4//AbXFwIyRvAfgz58P3z6v+/Z1KWhpDcMvRgYWJmY5Tq4IHr5oFlYRtIQAb1uDQww6wA1R8/fv94/v+r996fr//ye0vQuRwEYyMnIxMoky/Pvy7/97BgbQsUwMjAxMTBKc3Gl8QhUcv5iYWdb//w/rAIDtYefQ5BWw+/9h0p/f18G3hv3+//8HaK8weE6CkYGLjc2DndMS3D9h+P//349v5758nvn75+H//z/8Z2BgYhRgZbPm4Uvj4DKB+wKb06gjxicgUNrV/O/vv0Nbd4I3nECMhUwEgPwD6gP8/Xt+xmIGRkbQPMDo2aCQEBolR0NgNARGABjtAIyASB714mgIDKoQ+M/A9O8vA+gMSkYGRiZG8B4A0P7TQeVIOjrm/78/Xz6t+vKh6P//r/CF+f/+Pfvy6SojIzefYDK4oU+Ug/79/frn93kGBsKtf9DieEYRbt4Gdnadv38e/P37FHQ0EJMoG7sRO4ceeBE/aMwezVYmJjYObi82Dtu/f978+/v+P+iAzdd//776//c1IxMHC6smO4cFC6sARNfvn08+vq/+/WsXhAvaQ8zw8u+3m3//PGJinsnOoQgZmIfL0oLBw8tb0dfGyMR4aPMOsPmgdj+I8R98URgDCwszM8Pfv6C1QKBzgRxHzwUCBc4oHg2B0RAYAWC0AzACInnUi6MhMJhCgJOF2V5GWvLm/defv4E2AYNGqsGDsiDGYHIovdzy//+/f39f/meAtv7h1v7///vf33cM/8F7WOGieBnMLHwcXEF//lz79+ceqIkLVszIyMHIyP0fMswPFoEQ//49+v3zEC9fGDO3yX/wlmyIOIyETNOAW+kIJ4AO1WRm5mVm5mVgUISpxE7/Z/gLPikIVZaR4e/fe3//vGJgUAAbjSpLAx43D09JRxMTE/OBjVtRjAd5CtQfgO4HmL7o//9/mp5Oo/sBUEJplDMaAqMhMEzBaAdgmEbsqLdGQ2CwhgATIyM/Oxs7MzN02QhoGwBoDdCIPQKIiYmFk9vnz+/Lv37uBbeYf4N27jIwMjHxMzCy//79mJVNhshJACYmNj7+OHZ2w58/T/z7+/Lfv49MTAKsrLp//33+8rHy379naIni3/+v//79YGbgAi0BYkA/EBPUOkbVAFq3Q3Q/jZVVmoc378vnv3//XIWuFGJgZWaW4+ROY+NQp0/rH+J8PgH+wtY6Bob/BzaC9gMwguwGNf8hsgwMjKzMLBx//lyYuZThP4OGlxPz6J5gWNCM0qMhMBoCwxWMdgCGa8yO+ms0BAZvCPyDHD4PboiBLgJjZPzz7/+rD7Dl5oPX4bRxGSMTJ5chG9vcnz8uf/u69se3WeBuwP9//15//Vzz/dtcLq4EXoEkZhbo0hr8jmBkYubgMuDgMkBW9vfvD0aGv9++zPn79wFooRHDP0ZGATZ2Ox7+IhZWQfByIPTWP1w7JJYg3F+/Hv35de3/fw5mZjFmFh6IIC6SiZmNVyCcg8v2168b//6++v/vMxOTAAubDjuHOmSTAC6NtBDnFxQo6WiE7geAWQA6fRbMZmRkYQHtCf57fuZSBiZGzdE7wsDBMkqMhsBoCAxjMNoBGMaROwpGQ2AwhwBoMQlo6T94D8CXb9+2HD0Z7mA7mF1MU7cxs/Cycxh++7L4//9vMIv+/f//5e+fy1+/dLKwafLwekJ2CMBkQfS/f3///Hn27y9oFy8jIzcLiyTWdjkzMwefYCIXT8C/v2/+/nvPwPCfmUmIhVWOiZkdZApxmJGR4fOHlrcvu/7+5WRh1ebmSePi9cZ/pM////9Z2aRY2aSIs4G2qnj4+Cp6WxkY/h/auhPU5wGH5n/QEiuQvRygLgAz59+/56ctZmBk0ATdEQY9yAgkPYpHQ2A0BEZDYHiB0Q7A8IrPUd+MhsBQCQHwGZaglS2MTKBuACPjf6LXlgwVL5Lqzv//f/77/xm0PRp18c3//3/+//sBXjGFMPL//38/v1/+8mnar58H/v97/x80qM/FwqrNxZPKzeuDtV0OGuwHj/cjTCGeBXHS/0///zH8+8fw6+fjP3/ugtbz8BjjNQOyEwGk+f9/hj+/n/398+L//1+MTOzMzJIsrBJ0jnMuHp7SrhYmZhbofgDI3hPwiisGBgYOFhZWFmbOP6A+wP9//zU9R9cC4Y3bUcnREBgNgaEMRjsAQzn2Rt0+GgJDNATArX+Q2xkZofuAQbsAQM1EkOBIxcwsvDy8mQz/f/z+dfz//8////9mZGRjZlbk5I7n5HFAayv/+f3q4/vGXz/Xw0Pr//+3v34+/vfnKQuLCie3Hlwczvj/nwF0Hj/ongFGRiYu8FE/cElMBvLaH0xZhn9/H375POXvvyA2dm1WNkVQXw5DFXypz+9fz798mvvj25q//54x/P8NWnXPJM3BFcLDl8TKJsHwn/H372c/vx/78+cOqHvAyM7Cqs7OYcnKJo5hJKUCvPx8ha11jAz/D2zahkhwkMBlZGBkYGEB9wEuzFjK8P+/pqczM+toLUlpmI/qHw2B0RAYhGC0aBuEkTLqpNEQGPYh8P///3+gJRjgm4BBzUSkc9qHvecxPQi524uRkZmLx5qdQ//P74d//778//8baFUPqwormyykgYqkETQB8P/fGyQRKPPf/7f//r2DcmAUSPWPK98+r/z9+9z/f58YGJmZmaTZOT25eHxYWIVgqqA06J7m///+//vznwEyfg8Sh7SVEXyQ2K8f3xf8+L6cmVmVizeLlz+BmZkTJIyB//37//XTyi+fWhkYfkAl/zP8+ff6y6drjIwCfIKpP76d/fyh7tevw///Qy+DY2RkZ2N35hNs4eQyhGqhHsUvKFDU3vDv3/+DW3eArqGAmAzx238GTtBaIBbOP38uzFr2n4FR22v0XCBIAI2SoyEwGgLDCox2AIZVdI56ZjQEhkYI/Gdg/PsPfBYL6CoA0BIg0KJsnPtQh4an8Lry/7//jEyQVjSmOtiBm2AZZhYeZhZtBgZtMA8XwcjCJsHFk/rl09t/f+//Z/gJPsaHhZlZnpM7lZ3DCE3bj6/nPrxL//37HCiYwXK/GBh+/Fj37asVG5sRM4sCO4c1G4fe3z+vvn3Z9OvnCQaGz99//P335wUDIwNotgbs8P8MDOwcvkzM5xj+PgWbASF+/v175evnfnZ2C05uA1CcQoRRyf8MvxgY/qKKMTD8//Xnz/2/f75//7bz16+9DAzIq8B+/vq5/ctH4X9/Y1hYFVhZ5UnaroBuEQafl5+/vKf13/9/R7btgqwAAnsR7HxGRk4G0KZgzr9/LsxYwsjEqOXhOHo2KEYQjgqMhsBoCAxtMNoBGNrxN+r60RAYciHAxMgozMVhLSO55OZ9dtAyE+gqIGbmYdsB+P+f4e+ft3//vmVg+M3AyA46QoeVH9riBMUfIyMj879/v358O/3r59G/f18wMPxnYhJmYzfn4LRhZsE+rM7ExM7LH8XBZQubLvjKxCTEyqbJxqYCulsNZCwc///9+/bfPzeQpxHAtv/6/evA758HwBcAy7Cymf/9+/DP7/P///9lZGT49QPU9GeEtI5hJrFxOLGwMvz6hdwBAMv9//v//y8wCwvBxMTIzRP69+/jn9/XgmYn/v8Ejbsz8rKyO3HzRDCz8LCyqjIyifz/+xo0KYQw4P+P70t/fF/DxCTExu7Mw1/AwakPmixCKKCIxcXDXd7dyszMfHDTNshO4P8MoDVAoKOB/v/nAm0HYOH68+fC9MX///3XGj0blKLAHtU8GgKjITDowGgHYNBFyaiDRkNg2IcAGzOzEAcHaGgZ3BJkZGT6z8Dw8OXrl+/eiwuBTqUciiHw98+nnz/O/vl9C3TmPSMrC4siG4cJC4vo799Pvn5a9OP7xn9/nzEw/GFgYGNmUeTkjuLhCWdm5Yf49M/v958+TPz+deY/UOsfIsbAyCTMwRXLJ1jOxiYBFUKlGJmY2dgV2NgVUIVReP/BgI3DkJXd8dfPnQz//4Ckwc1/EAM2I/Dv35Mf35+AeJB9saCOGWg4HLLzGLI6huE/AyurKC9//b9/fL9/nfr37yMDw08GRg4WFi0unjQOTj2QBqih6BQbh6IQa8+vXyl//7749+cVaA0SszQbhz4L+GxTHr4gJmau719X/Plz/9/fB/9AS5sgdv5jYPj+79/TH98XMTCws7J2gq8ZRnY9ukUk8Xn4eIta6xkZGQ9s3AbWCDYZvPKJETQPAFoMxPnn74WZSxj+/9PycmZmZQUrGyVGQ2A0BEZDYMiD0Q7AkI/CUQ+MhsDQC4H/DP9AewDAjTzQ8DfTP4b/956/ePbmzVDsAPz//+/H94ufP3T8+rnr/78PYF8xMDHxsLI5cfPm/Py+69vXfuQFMP9+Pfr75xYTozgvvz94zPvf7193v39d/O8faMkNPDb//3/7/ev0v3/u8fDlc3LbMTGRU1yDN1czcnBoMIvO+v51598/d//8uf3r57F//56AVviDW7wQG5mZFRlB1/TeB90KDBGCkXBVjIxMbBzGwmJz/vx5AZrQ+P+dkZGHhVWWhVUYphYL/f//XwYGRiZmdg5OfQYGfWQVoH3Jfz/9//+VncOSjd2UgYHt+7ftnz+U/f//ClkZAwPD379P//37xsBA1GUIaHrxcPkEBQpb6///+3dwyw7QPhRwJwbuX07wnmDuP/8vzloO2g/g7Tx6RxiewByVGg2B0RAYQoCcGmUIeW/UqaMhMBoCgzcEoC1l8DYAUAOReYheBvzv3/dvn1f+/L4K1JoHrSIBBfn//19+/drO+Jnv7/8XyK1/kBwDw79/n0BLfaAtTSYmZmFmFsV/v+5BZJHIn79+bvr04S0LyyJ2TiUkcRKZjAzg8/gTGUBW//35/czXL/P//Lry7/9bhv9/GJlE2TmcuHliGRj+f/u6/s/vS///v/v7/wcT0xkGBvilBCAbQXc3/P/PxMzBxqzAwIBv5gGkGoRBUwig+4NBV7+B+CAfgzCI/evX82+flv74sQ087/GXkYmPldWYncObm7fkx7dlsDvL/jMycrCwmvDwZrKwioLb5yC9VMR8AvylXS3//v0/sm0nyGkgDFkTBLKEEzSZA1oLdHHmUgZGBm2v0T4AKFhG8WgIjIbAUAejHYChHoOj7h8NgaEZAqAFQOAeABMT5CRQ8DmS4MbX0PMQIyMjO3grM9hHMPczMnCysGlxsHh/+ff+759LDP9/g5rDoMFwYQ6ucE5u779/vv758+jfv0////3j5EpmZOT//WsX+BpgmBEgmvH/v3f//n0GMamBmZiYObnNObhM//39+u//F4b//5iYuJmYBSA7BNg5K0Gj8v9+fPn8iInJneH/A7idoGVBjCxgb8LFCDDA64/+/fp548e37X9+3/nP8J2JkZuFVYuT24uJSeTTu7bv32YxgPYHg835y/Dn15lfv47yCUzg5PL/9//9/38fGP7/ZGIWZmVTY2ERBfWvwAqpTnDz8pT1tDAxMx3atB0ahfCU+J+BkxW0FogbtCd46X8GBp3RPgDVI2DUwNEQGA0BuoPRDgDdg3zUwtEQGA0BBvCAMKg5DB7+Z2QCjewyDdVNwMxMnDz8CQyM/3/+2Pbv3ysG0FmWLMwsqpzckdy8YczMghxc5r9+Xv739+W/fx+YmARY2bRYWNV/fj/84e3MP7+v/P//nYGBkZGJj5FRgJFJmOE/O+ikTobfkGTCyMjGwmrBwMj05897ZmZBSDMdIkUJycjIxMzCy8zAi2bI//9/f3w79+3rvM+fTv/9+xTU5oa0iEHNf4af3y/8/W3OzCJPvDO+ft76+UP1379XGCBr68H7DL5/W8bJlfP3z21E6x/iDkaGv3+ufXqfysyiyMysxM7pwcntyszMR7x1EGPIIHl4ofsBDoLuBwBZCJvLAaVNLmYWZmYWnr9/Ls5YwvDvv4736H4AMsJ4VMtoCIyCQQRGOwCDKDJGnTIaAiMmBCAHX4KOXQGNKEOuAwM3DYdkCDAysrErCgjX//2b8+/ve9D5/QxszKySLMxCoAY0AwMbuyIbuyKy175+PvTpfcnff4g1P/9BZwQxsLI6cfMWMDL9+v3r9o/va/78Pvf//5/fv7a/f32EiVmcncODmzeOjV0W2SjcbHjLHbcSDJmf369/eJvz98+pP79RDwACq/zyqf/d6+0cnNncfFHMzFxgMXzEv3+/f37fB2r9gyIXEhigzt/vXydYWEzZOf3//nvy98911MuP//39e//vn/v/Gfb9+L7i62cTFhYVZhZFDk5Xdk4DQpeX4XMMQTnQfoCWuv///x/avAOsGDQLAMKgLgADJyMLC6QPMHs5AwODjo/L6H4AcCiNEqMhMBoCQxKMdgCGZLSNOno0BIZ0CPz/z/D/71/QMZOgU4BAw9+g0VbQPMAQ9hYTEzMTkxgDqxi6H/7/+///PyMjM/iy2+N//tz99//b758X//4DnbqDrpiBiZ3TlI1d4svnfd+/zgG3wf+CNgczvPj75/bvX8f//fsgINzMzMyBoREkALlejZEBNJcCus8LdLI+M0iCaPzv34d//55Bm+poh4CCDPnx5/eFL7/7WNkMObmNwA1jkCgaBvsX1HJmYmJlZdP/+UPs31/wpl6QGMhPjEx8LKzKvAJJnFwOP34c+vvnya+fR37/OgI+JQlsGChBMPz//+X3zwO/fh5gYGD49mUWD18tD38UMzPnv39/f/+6/efXrX//vzEyMDExS7Kxa7KwioB1UkTwCQqUdDT9+/fvKOh+ALhREHczcILOBmUFzQPMWsrAxDi6FggeQKOM0RAYDYEhB0Y7AEMuykYdPBoCQz4EOFlZ7GRlFt1++PPHb1AXgInxPyPDx69f9549r6+MMlI++L3679+ff3/e/fsP2izLxMTLzCIE3szw//+/f4xM4MY3qGPz5+uX3Z8/NP3+fRK6EwDapAT7D7I2hpGdlVWfmy+DlVXk/7+/oNbt38dgaRgB0vL3z69r//5+wdUBgCkF0SQdmf//P8PvX4///n3x+9c9RiZe0LE9IDMQGGQ5jPf///d//77DeFAatKcDca4QVDkjIxMvfyQzi+j3r2v//r3//997BgZGZhZlTq5gTh4fZmZ2Zk5Ndk5NBgaGH99vfXxX/Ovnzv//QWufQEtwIAaDewLgvcsPv3yq/vXzEDun259fF398X/sXFD5/wN1HbhZWYx6+ci4eZ8qnCHj4eMt7WrsZmQ5BzgWCOgAynQK+J5iZmecvw4UZS/7//6/rPToPAImnUXI0BEZDYIiB0Q7AEIuwUeeOhsAwCAFmRkYxHi5WJqafoCYjAwOoocz4+8/fF+8+DBnf/f//99/3n99Pfv288Ddooc4XBgYG8O1dDty8iRwcmsi3cf39++vblxW/fx8B+Q7aoAQxGRiYWNmcODi9GJnYWZhlWdkNYMt7/nNwWv384QY6VxR2wRYjIwMzsyYndwQzCz9EMyZJUqMfrv3Xz+dfPk3/8W3Nv38vGRh+/v//A3wgJgsD4z/wBcNwhQwMDFysbDpsHBkcXIYMDIyg7cJ/P//8cfHn9z1//txjYPjNyMjFwqrLye3Nxq4McQwTMwcPnw83j+e/f9/+g7pJjExMfEyoMxj///1l51ATEp357euW37+u/Pvz8Pfvs//+oV839u/fyx/fF/34vgwxUQBy2v///z///nXg62cuNjZNNg45XPMSILXEYW4enqL2BkYmxoObtoNMgyxYA+v9z/Cfi5mVhZmZ9y/DxZlL///7r+PpxMrBDpYcJUZDYDQERkNgyIDRDsCQiapRh46GwHAKgX//QGPkIB+BNgCADgJiZGIcJJcB//v749//H6Bdr4zsTEyc0PUwILci8P//f79/PfHpffbfPzfgCv79vf/n9/l/fz+wiPSysPKBTq//8+nXz6s/f579/fsUQjOMxcgoxMmdxCcQiRjwhkoxcnDpMbPM/PH90J/f9/79e8vAwMDCosjOac/OoQ1pWEMV4qb+////6+ftn9+P/P37+P//P0xMvKysWuxcNiwsAv///f/9+8nfP08ZGH79///n25fV37/NRj+rFDRxAR32hnrwPwMvX5mQSBoTiyTD/7/fv50B9Wp+nf/75xr4HE+YUxgZvn9byS80kYvbFNR6BgszMjEzM/EyYOw5BkuCdkAzgA8q5WdLA3Uq/v349ePC18/zfnxf+///O4gaBIl5lxlY7t+/t//+f4WvPgKLkU/wCfAXtNQxMDAc2rwdbAq43/YfNLPByMDIycjKzMzM++f/tUVrJdWUxLXUwNM+YIWjxGgIjIbAaAgMBTDaARgKsTTqxtEQGH4hAFoyAm5fQjoAoDFnUJN7AD36//+/378efvuy4dfPg//+vgatLWESZme35uINZWVXADcAEa4D7WL48/jfv8fQxjFCBrSH9d+/L///8/z4du7zx17wspb3CHnQmideRkYBFlZ1Tq4Ybj4fjNY/VC345P4IKAdMgS5PAzVBwRy8xL9/f758WvXlU/vf31fAoQxSzcTIzcbhz82b9uvn0e9fV/z79wg8lP4fdHUxwz+QCiT8n+EXaGEWkggDAwM7pwYTiyQjI8PXL0c/vsv6++cqSB4j3v78Pvnz2342Nq3fv67/+nny3793DAx/mJjE2diN2DkM0Yb/wSYgfAWe6ODg5LZg4zD8/NHg2+cJf//eAR0a9R+0XRx0HzC7DSur7u/fZ//+ufX//5f///8wMnIys+jw8OaxsikQ2TsCWUoI8wsKFLU1gPYDbN0Fch8Eg0iQTtB+ABYWju+/L89bxVmQzC8rBRIdxaMhMBoCoyEwRMBoB2CIRNSoM0dDYPiFAHTtOyOoZQdqBYOPBB0gb/7//+/nj1sf3hX9/rkDPIoMdsd/hl8/t//6dVlQpI+VTRQsBCUYGZnZ2PWZmbX//EEe2mdiZlbh5I5gYRX9++fTl08zfn5fgdFDYOfkSuPmS2VllWJm4YEaRxwFGpQHtYUZ/v75xsj4jwEUcmxMTGyYuv/+effty4K/f66A1MCk/zN8/flj5e9fh/79e44+3g9VwwjamQ3q63CxslkyMV1gYABNPkAlQVb/BRH/Gf/8vvX3720Mr4EU/v/PwMQk9P///4/v2398W/jv71NID4QR5FoRLu40PsFiFlZB+OQASA8S/v//H3g0nZGZmZ1fIJOD0+7Xj1N//zz69/89IyMPaPMxlyMzq/Df3+/+/nn+9++b/6ALy/hZ2JRZQdeEIRlEDSYvP195d0snA8ORrTvB5xihGMrJwsrKyvLx8q0TvbMsSzP4pCVQpEc5oyEwGgKjITCIwWgHYBBHzqjTRkNg+IYAuFEIHtRlBAFIH4CRCTa+OgAe//v7140/v04ygE7OgVkPcs6fv3+u/f37npUBuQPw/9+/r79+nvn3/w1MKZhmZGVjd+HmCWdiYv339////38wm8igA/hZVdk51EBdHrAmNOL/v7+gYWywNGiaBLRNAtwkBqv79ePB1y8rf/08BN5Qy8DIJMTObsfFG87GLg+WhxKMjGxMTBJgrVARGMXy//9XrK1/VjYHLu540MH8jCysrIp//6kyMTuhdABAoQEyhpGRgY3dmJXV/Pfvw2AXgnz5H7QFgpOJWZmFRYeLJ5KBUeDTu0zQOn5QdwKkC3T85/83378tYud0Y2G1xdUBACuF2sTIxMjBqcPBqQNaTPX3z78/b/8z/P737yvjHyZmFiEWViGwYnwE6Fik//+hu7HxKcQpx8XDU9LRxMQEuiMMqgjqOhCPk4WFlZ3t8/W7x7tnWBSl8stJg0RH8WgIjIbAaAgMejDaARj0UTTqwNEQGJYhAFrrDVlSDRoZZmQE7Sj9+uPnn79/WZjBh+fQ29dMLCxyLCw6v38fArWbQYdVgnolTEyCrGwW/////fXzPnhRECczszATI8vP75e+fO769xdxkD/Ivf///P599s/vRyys2swsfDx8aQwM337/OvL//+f//38zMrIyMctzcoZz8/iBm/cgHZiYkZHp3/9fP76d/fFt17+/D/8z/GEEbb3V5eB0+ffv26f31b9+7YSM04P0guYodvz6fVlQeAIrmzBIBIyZWQT4Bau+MIv8+rn/37/3/xm+MzJwsLCocXDHsLDIfv0y69ePneArh/+AlYOJ//8ZGFlYWFQZGVmYmHn//vvPwAjupoEPAwVJgvwPVsnAwMFlwMw879vXjb9/3/j/7zXD/z9MLNLsHE4cnNbMzGJMzGy/fjxmYpb9+/caVAOEAl39xsEAmciAiGCQoM4PquC/f7+/fzv07cuiP7/OgbcRMzAxibFxOHLzxLGB+lGgM09RdSB4INOQ2usICVJYvPx8sP0AOyARh2wkaB6Aje3TtTsnJ8w1y08SkJMGpRtSzB9VOxoCoyEwGgL0B6MdAPqH+aiNoyEwGgIM///////3D7QtyAgaFv/z79++cxeevHqtIDkASykYGZk5uPQZmaZ//7rhz59boHPrGZmYGIX+M7D//fv0w5vof/8/MjAwMjEJsLHZcPEk/Pv3E+OEHNAYN7jjAFpPz8jIzMVjxc5h+Of3w79/X/7//5WRkZ2FVQm8Th25AYmeGP79+/3pw9yvn9tAF/HCJBm/MX39rMTAwAJaeMMAvkANIgUy6e+fX2f+/H7MyiYMHo//B26oM7JzarCx9/z58+bfvw8g2xk4QXeTgU8QYuc0+fnj3HfQ3t+5DAw/ISb9/n3w47sjjIycYG9y/v6j+vcP+PB+8Fg9qCsAsguiFrSPgY1DhZW9GDTEzvCHATTKzg5pHENUsLLL8Au1fv0k+/vXiX//PoBuR2bkYGHV5uJJ5eA0YQDfVABRSZD88e38x3fFf/9chKv8++fe798n/vx+KCjcy8ouDnYgXJImDNB+gNb6////H9m6Cxy8EFtAocLAALofgI2d/ePlW6cmzjPLTwb3ASAKRsnREBgNgdEQGKRgtAMwSCNm1FmjITCMQ4CZkVGGj9dESmLf4xegMgi0DxjUuvz99++/f9BGFf29D+oDcGpxcGqB7in7/4vh/78f3859fF/w589puGP+/WX48/vcnz8PODgjmJjF//29C5cCnWbKrMDNW8jGoQHqCoBP1v/z+86/fx9Bq2OYhFjZ1NE2EkD0/v718vevm3//vgS3vPn+/////euSf/+eIrenGRj+gffCQnSgk//+vfz6ec6vn1p//twHH+XJxMQkys5hx8ntzMomxsCAdDcZqOP1j4WFj5nL4ef3Q6AFPyiG/QVPCzD8+/f5969XoO4EeAEPaOAeNE+DohS0Jh4kyMTAgGUTwv///zi5jNnZp/37+/7vv/f///1gZOJiYZEkddsD+AaAD6BJBmTLQYmF4c/vU7//PGZhE2VkhE8ZQRIPWBpZPTXYvAL8pV3N////PwrqA4AtAnXEoHZxsrCycbB/uHLrZP9si5J0fhlJatg5asZoCIyGwGgI0AqAKl9amT1q7mgIjIbAaAhgCwFGRkYedjZxHu5/oDYmqN3LwMgEWufOxARaTo5NCz3FwNtV2f7///3n74O/f25iWP3/188tf34d/vf/M4YUBwuLAhMT698/Hz9/WvL9y+w/f2+DBr9BI+bszCza3Dz5PHyhTMysEI3//v74+nn9l8+T//65/P8/5GotNiYmrv//ME2G6MBO/v///vu3qd+/gaYfwC1TkLLvX2d+/xrKxRPDxMz9/z8DC7M4K5ssaFYDPPr+n+EfIxM/AwMLAwPo4i2QBkIYHCxYFIEnAUBHef7/9xfkUfAKHyYm0MocJmZWJmYxFuQeCBYDCAixcxiwcwT9+L4ENJMAU8vIyMXK7srKKg1a5AMTJO/yY5huwjQ3D09pZxMTE/Nh8NmgoNOPoO1/kF4OFlY2dvZP1+4e755pWZI2ei4QKFBG8WgIjIbAYAWjHYDBGjOj7hoNgWEdAv/////3F7RUBtTiZwKNJINWToPajkhNqgEOASZWNi1WdptfP3cx/P8DGgUHDXozMDFJMjErgE/ARGs6//v37/WfP0////v7/dupL5/a/yNdZfX//58/v099/TKTndOanRmyYfffz583Pn9s+/v3CpJHIZfssjExyf779wq+PgdJAV4meMAeouL//88/vi/4+WMtAwMzAyMzaE6A3ZOXP4uNQwl8ZxkTD28UI8PP7+D7v/7/+8LA8Ae8wv4PaAsEKEKEGBm/gC4KABsHm6QBcf7/B29TBsUciAtvgkP22v4HXSMMWtQFkkPF4K4CeM83qjg6D9SQ/w83lpVNTFCk7fs3zz+/L/398+w/ww8mRn42dgsOLifwaUII3XAtCCFqs3j4+ApaahkYGQ5v2g7eHAHqBYBDAtSXhewJ/nT9zom+2Wb5yYLyMmApajti1LzREBgNgdEQoBiMdgAoDsJRA0ZDYDQEyAyB/6DNrOBBYwZQHwC8uJqW7f+/fz79+nX7398XoMPjmbhZWOTZ2BQZmbAXg+AVQfrMzNN+fNv9588d8M0ADMzMCuycDsws0p8/Tv7xbS5kqB4y6M7ExM3G4c7OYQi6Iff/N4b/P7CFyu///xHdhv//fv1nwKKMiVmKgyv114/Nf36DTiXCZg6RYv/+g7YugGYG/v57/e3PdQYGVgHWBmZm0M21rGyi/EJlPHwJf/+8A+8T+Pb374u/f1/9//eJiYmX658aM3MOw/8HkCYs6vA/vkgCt8LxKSDS6cjKmFl4efi8GBi8QK1ssATq+iiwEL0IfkGBwpba///+HwWdDQpxCKjLArEftBaInf3jlVunJoL2BIP7AFQODYhFo+RoCIyGwGgIUAKw13yUmDiqdzQERkNgNASICgFIaw7UtGQC7eMEjRozMYOXjhClnRRF///9+vb12NfPk0AHaP7/BNq/y8jGzCzPyZXAy5/Cwoo4PwfZVEZGRjZ2eTb2FMiaftAEAKwtx8zc8IPD7tevs//+Pvv3/wczkwgbhzUnlxt4TPo/B6f5b+6M79+WgFfk/wIfLcrNwmLEzVfAxq4As4KJnUOTmzfv2+fpf/89ZPgPUcbOzKLOxZ3FxuHw78/9P7/PgO/qgulAp5mYmIQYGJj////w//9PRkYuRkZBhv+/GZjY///7iuUOXYb/oP3N/35AOgAQ77CwirGwIm0SgFnx48dvRibwUiXwYa2gxVmgRT0gaXATH8RAwqAWMGgRF0gIFkYgNgrGphFFAZQDMgi7IZDmNlTZwFF8AgKlnY3///87tm03aNIF5FgQBiVjBtBua9Ce4Cu3Tk6Ya1GUJiA3ekfYwEXVqM2jITAaAjjAaAcAR8CMCo+GwGgI0DQE/oNulILaALoBjImBkfH7z18PXryUF8fSHoWqJIsCXfL18/7nD02/f+9HGPD/+98/N75/ncbKZsjD6oYQx8FCa3qysPLz8AcyMASCWr7/wetVIC1AkHZGVjYJAZF67p9Rf/48/ff3zX+Gf8wsUmxsWqxs4iB5GGZm4eUXzOXiDvjz++GfP0/+/nnDxMTPyqbz//+3T+8Lfv/ah7f1z8DMrMor0Pfv39dvn9v//DnPwMDEyMjGwCjCzunHwqL549u8X78OMfz/BZmgYGRgZGbV4wIdA0rU7WN/fr/4/w9xSCiomwZaFwRzOioN7sr9A601AouDwwR8GBFtunNgS6hGELswCdVCbl7e0s7mXiamI1t2gmZYYLKQpWIczCzg/QB3jvfOsCzJEBi9JxgWPqP0aAiMhsAgAaMdgEESEaPOGA2BkRcCoGYjeHgZ0rpkYHj/5cvJqzfs9XWpHRb///37/O8f6qVdYDv+///7n+E36JB7RPMdLEE0AR6tBl1i8O/vd9BG3v8MjEzsTEzcTEys7Jxa7AxaaCb9+/fz5/czP3+c+Pv3FWhhPZMAK5v+//9Mv34e+fP7CsiEr3///Xv97+8jNI0QLijMwEulmJgVuXgyGRn5fnzt+/P3KniO4svfv18YGBi+f3vMyZXLJzT17+/rf/8+AJ8vxMTCosjOacfGrorWk4EYi0z++vn025cFH95v+Pv3CUScCdQ7A+3RgHAxSVAggCYi/v38ceX7181/fl/7//8bIwMbE4sCB5cXJ5cFExNo0RGmRvqL/Pv749+/7+A5GTYmZh6CoYHHhTx8vAUtdYyMjIg9weApAEbQLgoGdmYWVja2T9fvnuidZV6QIqggg8eoUanREBgNgdEQoDMY7QDQOcBHrRsNgdEQgITA/79/wPtNwStRGMFtTND+UBpcBszIyMTGpsTJHfP966y/fx/Dzr5kZWZW4eRO5OS0pKQV+P//v18/7337subXzyP//70Btf+ZBNnYrbh4ItjYlcEtY4h/QU30P7/fffow8fvXOf/+PocNzDMwMnExMDBBzt+EK8XGYGZhNWNlM2VkZGFmlmXntGZjN/j8Yc7v34fBy4cQOv7/e/fj28y/f2+zsZtxcHqxQxr9xPVw/v759unjpB9fe//8/gvvbIA6aEygbRoM/8H7thFWIVj//zN8/bz384dy0FwExG9gyR/fFn1jd2XndOXkckObAAHL04/4/evlt68bfn7f/ffvM0aG/4xM3CysRlzcIeycBkxMWE4yJcZl/IIC+c21//8zHN26A7JZAqYLdIkaaB6Ajf3jldsnJs61yE8a3Q8AC5xRejQERkNg4MFoB2Dg42DUBaMhMAJDgIOFxUJGav2DZwx//oK8D2pjglYCQa8GAwlRETOysArxCxVycnv8+XXn79/nDAx/GJlE2diN2UFXyRLXNMbqnP//fv648eFt0W/Q7bwIFb9+7vz967KAcD8bO9L6b5Diy9+/zv337zkDaOU4VD347B0oGzfFzsEZxSdYDe5UwFX9Z2FVYGSU/v/vPmrrk+Hfvxc/vi37+W3Z9y+L+YWmcPFYwPXgZ/z7//Pfn/sMDOBIASuFxAxokzZopwbOsAJdlvzjyB/IdV1Iqv79e/H92+If31f8+BYuINwBDhCoNHjtDej8ULA9tCX+/P706X33928z/v/7Crfp54+9P7/v5BeayMVjw8hIZm3ILyhQ3N7w79/f45D9AKgxAeoDcLB/vHzzxIS5FoWpgvLScNtHGaMhMBoCoyEwgIDMIm8AXTxq9WgIjIbAMAgBViZmJWEhFiZGUEsTvBQG1PSHNDZp4z0mJlYOTj0GTj004//9/8MEOn4UtsUVTRov9z/D318/r/35fQqkCtqsBTEZGP79+X3+z+8n4PYuRAQy08HOwMgN5xPPYGRkY2U3R239gwzk4nFmZJz17cviv39u/wFdJgBaAgQxFjKt8efP+R/f93FwmTIxwW/LgshjJ1mY+Tg4A//+OcfAcBfiIUicwEiIGBa9jIxMLGxaTEwS//4+Q20DQ9YO/f71a8fPH2FsbBIMiHu7UCdIsJiKEAKdLgqaXiHKF///M/z7+/X/vy//Gf4yMrIxMQv8+/f9z59b////QHYbIwPD379Xf/44wMFlxsxMfm3Iw8db1tXSw8gEPhcI4WbI3gBoH+Dq7WO9M61LMkb3BCMH0Ch7NARGQ2CgAPlF3kC5eNTe0RAYDYFhEAL/Gf7//fcPfAwoeEk7tIEJZtPXe0zkDv2CncnEwirHzKz+5/cJyO5PsCADAxM7K5sVKxvkvH+oGAMjEwenPp9A27fPs/78uQle8/MHdIYPw2eG/4jttjDVKPT//1///Xn+/98fRtR2KhMTGzevCxu7yZdPi/5+uQs2E0UjI6MgM7M00nwDiiwmh5GJmVcgjJ1Di4llFxNzBwPDO1A/A7z9F7Q4C2f7H3SYKw+vPxMT97cvS37/OvEPdK4ReEU82I7//xmYGYWYmHghvQGwGEgLhEEMCbruF7ftyCb8/vXy6+cVP79v/ffvGagDwMDOwqrDzuHFwqr/5/eZf/9eQNrlEC1MTOLMzPLEHk8E0YON5OblKWyrZ2RiPLx5B9ICKIjS/+zMLGxsbJ+v3z3aM8OyKFVIQRYiMUqOhsBoCIyGwECB0Q7AQIX8qL2jYKSHAGjnLHRNObiBCe4DMDOTMxJPm6BEadJjtQJ8V4ARo8jUb19W/f1zE7TP+P8/ZmYpNg5XTm5fBgbGnz9ugBr3oCNHRZlZBJmYuXj5Qji5nP7+ffXv74f//3/9/fP286fmv6AzfLDaAG5+M3KzsjtxcvtgvbLg////P38c+/alG3xxGIohTEzi3Ly1PHzBoC0WKDLgNjCO9jQjIzM7pz4/ozoz82yG/+/A0QLaAACaUsBo28JNBW0YYGTh4vHk4LT//evet69Lf/08+v//2///vzMycLKw6nHxJHJyWTCA7yGG66I64++fr58+TP7+dSJyX+jP74u/fh5g54hgZtYExRHs8mNmFm0evhpuHi+q7FHmE+DPb675z8BwdMtO5KAFhxkjOzMzKxvb52t3QGuB8pMEFWRJmP6gejCNGjgaAqMhMOLBaAdgxCeB0QAYDYEBCgHwQaD/QUsyQLepMjIwMf799+/Mjdtfvn3n4eIcIEfBrf3/799fRkZmgq00JiYWTi4jTi6jfyDwneHfbwZG1r9/X339PP/H943//j79z/CHEXQkjCondzQ3bxALCz8LqxALqxDEpn9/f/////nL576/f26CdyeDDtNkYpJiY3dhYGD78+cqIwNoMoGbN4adUw3UBIdoQyH///3zHLP1D+o6MElxcLkzsyDO/fzz5+OPb0d+/7r4//9nBgZGZmZpdg5rNg5dbAuE/oB6CeB9GaAd2rgPAvr378/P72e/f9v2589thv+/GRnZWVi1OLlC+QTK/v///v//D0ZGDhYWUSZmDhRX04bz79/Pv3/uoW+rYGT49+/pj+9TQfc/wFr/oE3Z/z6D709gRUxVEO2qP7/f/vp55c+fRwz/fzEycbGwKLKxa/ELCha11v//9w+8HwA82wGOM/AMDBsbMzMr+I6w4xPnWhakCIHuCUbuKRBt96jC0RAYDYHREKAYjHYAKA7CUQNGQ2A0BMgLgf+Qm4DBQ/6gA4AY//1nuPv02Y9fP+nZAQBvRf0PWmGC4gtGJhw3BIMbjn9//br3+9fN//8+MTAwM7GIsbIq//v79sf3Xb9/X///79Of3zf//r0OakCDzfzPwPDv16O/f64yMvLy8gcjdyqYmFl5BeI4OO1+g7S8+P/vMyOTICOj8O9fl3/92Pzv7z0Ghr//ftz78/soB1cYN28Y+KIxsKEwgpGRkZ3Dgo3d7dfPnQz/f4PHm8G9KiZxDs4QVjbELuSf3+99fF/988cmePsYvPlCnp3DlYlZiolJhJ3DjJ3DkIkZ5UgcSO8MMg+A2Vz9/+/fl0+rPn+o/vf3AcRqUMeDgeHb13l8Ar08fP7gBjDMrcTTRJ/MCpp5ABsLsYiZhY+d0/337xP//tyHz+BAGJiXLv/79+j718UcnNbszMqk9AH+f/969tPHjt8/94IvWgYZz8goyMbuzitQwstvUNrV3P2f4fj23VAzYU78/5+NnZkZdD/AldtHe2fZlmWO3g8AjrpRYjQERkNgAMBoB2AAAn3UytEQGA0BcAj8Z/gHmQEAN/9BO3EZmZmZwcOlYHlcxH9Q14HyddsQ48HNccyWLUQSk/z/++fTzx9n/vi+HHyi6B/QrgVGbiYmCdAy/X9PIY09SGMUTfP/f+///r77H3RrGIp1jIwMbBwKbBzQG4L//vn58X3Ht88dyA3Wv3/v//59joGBkU8wFexgZLMZObi0mVnn/Pi698+fu3//gta4MzPLsHM6c3CaMTL8//Xzyb+/r/79//X9y4afP9YyMPxGdt6/fw+/f50D6jEwMHz9LMHJncIvUMbMygtuvILcCWn6MzEygC71AgkgW83w99/3n9/3/vv3APlcIwYGhn9/7/74toWTy4GFlR/UZfrP8PfP+z9/nv7//52BgYmZWYSFVRpfF+v/X0YGJtC+cBTbEJx//379+Hbi54/9f/88+s/wl4mRl5XNgIPLlZVNlpc/ipVN9ce3bX//PABPjDAzM8v+Z/j788fW//9eIowAs/79ffX71yMWVhkmJtAEBch/IAyWw0H8/fvn+9cNv39uA/sFouj////vfv5YwfRJhJWllptHtLijsZ+Z6cjmnSBpcBoHMUCYFXQ/ADvblxv3DndNty5OG90PAAqVUTwaAqMhQHfAQncbRy0cDYHREBgNAVAIgHYB//3LwMIE4jCBzpn/D2lmIrdPQXK0xoRafEj2//v36+uXDd++9v//jzhN8v//T3//foKowuJ2yMA4IwsLmzU7pwP4xCGIWuzkv38ff/+6gNz6h6j7///j79/X/v37xcyM5VItVlZxVoEoSFP7/3+GP7+e/fp15vOHKb9/Xfn16+i/f69BWxFAje/fENNQSFgAgI7s/LqAldWAk9vu318mkMMRuzPAC1pQtIE4TExsLCwajIzcyAECkmBgYWIWZWRiAznm9+tvXzd//7rkL+gcnp8MDExMzEJs7I48vOnsnLpYO3Joux3+/fvLhNT/+Pf3x6cPs79+7oVuNQbbx8DI+u2rI79gKyeXERe3FSeX1f//f0DH/jAwMjFy/vv349tX929f5v35cwN0XcP/b5D5mX9/73z+kP/tixoTsxj4KmV2FhZlDk4HNnZ1NDdALPn/7++vH1d//77ynwHzSoT/f/8+/PvvC/N/YV5+vvzmGgbYfgBG0N1gkFAGBSpoLRAbK2hPcP8cq/xkIcXR/QCQ0B0lR0NgNAToB0Y7APQL61GbRkNgNATgIcDMyCQrwK8oKHDn42dQD4CR8T+k7QyaB4CrwsEAtaf+////D2vbEYceKgn/Z/j37+N/pHXkeMxlZOBiYdUFr64RZGUz5OT2YWNTgIy1Y+qCzwwwMfOycTj8/n3s/79XkPkE0KIaRgZmZk12dgcmJlZMvcgi/////vp525dPnX9+n2P4/xO8PAVZHsJmZmBghW05gIhAyX//nn76kPv1s/TvPzK/f78Crf8BzXGA5gP+/mWAntoEVQuimJhYeQWSmJh5vn9b/e8faAkTAwMjE7MkB2cAF2/sn9/Pvn1Z8fPHzt+/zzKA2twgLQwMDH//vPr+58a/v+8EWSaysomBTIfKYKfAEQ1pQIMU/Pnz7uf37f/+gS9LRgj//v1r3/dv29g5tJiYucATFywMDND9D8xMXLz8YZzcbr9+3Pn8senXzx0M4Ej8z/D9z58rv39fAZkLxoyMDF8/a/Pw1/Lw+UOmBcDCIOLP7zdfPi749m3RP+iGDZAgEmZlZdVlZhECu5aBX1CwoKXu////x7fuBquBzmz9ZwDdEQZaC8TG9unKrWMT51gVpAiN7gkGh9EoMRoCoyFANzDaAaBbUI9aNBoCoyGACAFmJkZxPh4JPp6b7z8xg5pEjKBmE3gpEK4mMkIzqEkKaff9Z0Bp4f7//Pv3i5+/Pv/9y8jAwMvMLMnOxsXC8u3P309///z995eZ8Z8QKyc7C6gN/f/fX/DZOBBzkM2Gsv/9/fXz5+VfP06B2rX//zMxCbOxG7GyaTAysjAysPxn+AVVB6XYmVkUQWd6/vsIOveGkYOZRY2TO4ab24+JRRC8mRiqDiv1//8/cAcAdMg9MzMnv0A6K5sm+M7aJ///vWdk5GRh1eXkDuLg1AOFElYjYIK/fz3/8mnSn9/HQQLQNieIiYzZOYK5eGL//Hnw/evSv6ADSb8xMPyEKfj/799z0FVlDGcM9RgOHwcvw/nPwMrKrmXspqZmi7EAiYGFVZhPKJOHL/bfv0///kH2Fgszswj//vn4/duSXz83QsbaYeYj6D+/r/758xLcAUAI/vv378/vp3//vgRdbww6PUmclVWKEfUSAyYmHmZWFYZfkD4MQi/kiCHQGDuyGBKbhUXgP+heZG40J0H6nnCFf/9e/f51CTuHKTu7Atj/IJn//xm+fzv89cuEf/+egvgYmJGRi5lFHvlSYT4B/pKOpu7//49v280AmgQAWwsOQUYGBlbwfoCPV24f7ZtlU5ohJCeDYeSowGgIjIbAaAjQCox2AGgVsqPmjobAaAjgD4F///7/+/sX1DBiBLfcwE3xf6BNr3iacHAjQarB+3ehi8+//v6999375W8+XP/+8/v//6AOABOTBiebJCvLnZ+/X/3+8+f/P3bG/xqcnKEigvaC/KxMzH/+/v3PwMDMyIi8vARswf/fv15//jD5+7cF//49AYmAuhkMTExizCwaf/8+gG+iBUmBMCMTIy8Xdx43j/+//5/////GyMjJzCLOwixITGcGPMDPBGmDgo8eYmRi5uDhdePhdQP1CxhA2wzwLJcH2Y+CQb0oFAEIB9ZXYmG14OHN4+K1ZmBg4OYJ+fvn6e/fD79+nvT710GIQgjJyMjgZM+gp2vFzVf14eNrGWk9KSl9jK3SELUgXzKz8DDDhtshon/+PP/75zK4zQsRQCNZWdiMmZiEkLf7/vr5+MunOT++rwPdJgbyODMTkwQHpw83XxobuwokiBgYGFhY+fgEShgZuX+AIuglxApGRgEu7iwevkRmZnxHSDEzc7FzOP3+dezf30fgWAW7CpSawAwY8f/fD9AKItS5CUYGFlQBmGrQrgYNTu54Lh4vJkaUBVrcvDyg/QBMTEe3gPYDgGZUGKETKZwMDGxMzOzs7J+v3T3UNd2uJGN0PwA8QEcZoyEwGgK0BqMdAFqH8Kj5oyEwGgK4QwB0DwCkuQ9qtv5lYLj//MXBcxdCnexx60HIwIfDf/37e/D9+8Ynrx79+sMMayd++Pv30a9vUNNBbVSQxps/v539+tPx/ScGBsZXv//8ZfjPx8ykx8XpLsSvwMUNHpxl+P//z8/vp759nf3/P2zPKLiB+O/fq78/X4Hb6yCjkDDo5llGJm7QkTtglXAp8Lg+qhBcDhsDfhwnyMS/n8FL2JkYmdj//+eBeQuk7c+fT79+nP39+zZoXQ1omFyGncOUhVWSkZGBlU2Cm6/g68dff/5cAO9SBd01xsQkzsJqwMwsw8KmzcnlzcauBDKFAaSYlU2C/b/xv39f//6+8Q+yRxbs3v//GJiYuJWU3ASEPRgYQFMTEC14yL9/v/79/fIfeKkPM7MAE7MIC5vV3++P/v//DTIShBG6GRkY/vw+/eFtKhOzJDuHIxe3JxMT/5dPi75+7mZg+A5X9/fv+69fbvz8eZQVtJhKlJVNn4PLgZVVhJVNlp3D+dfP3aDtDQyg66RBzer/P0AHj/77zwi6tAxuBgoDtGaJP5aFTfnH1y1//z4Aaf//F9RtA03dfP73/xcjIy8bmykPby4buxwkgUH6CYyMDBxctr9+p37/Ov/f30egE0XBaYuRSYCdM4SHL5udQxvrAi1ePvB+AEbGY5t3QJ0CMRHUlWFgZWJiZWf7fP3ekd5ZVoUpwopykEQIVTlKjYbAaAiMhgBtwGgHgDbhOmrqaAiMhgAxIfAPNC4NGhIFLdlmYmRk/Pnrz5fviPYfMWaA1pT/+3//x8/Xf/6yoLaeIPsKUFueDE9+/1309tM/cOsNYv6WD19PfP7aKC8lzw1dMv4fNPyMpAKijoEB1IZmNfn759rfvw/Ba+hBUwhMzLIcnJFc3G6wXgZMNQNkowK+1jPoPCNwLwi+TOj//3+/ftz4+mXZ718n//17D9oyyyTIxmbLxRvBzqHCwMDw49uVTx87fv3Y9v//e9AKKAYGBiYuVlZLXv5aLh47JiZWHj4fDg6j37+ug64b+/eRiZGbhVWdjV2LiYkH6w4LRkYGHr5QZmbB71/X/f376P+/d6Bl/Myy7Jz+3Dz+xLT+//379f3rga+f5/75fR58AxcjE5MAK6sVO7sXK4v2798n//179e/fF0Ymrv9/3/39e5eB4c9/ht+gYPx97T/IRyt+/Ujk5a/8D/Iv2toq0MbmP7+P/f51DNz14mL/6scn2Pjv38fPH2v//L7IAG39M/z///Hb1/4/f27y8JUxs4gzMbEwMfExMwuDF3rBYwTEYGLm4OZx4uJ2+v/v57//3xlA8yzf//39+Pfv61//vrIwCXOwq7KwCDEwMvz98+n7j4u/ft1lZvzDxMjBzCrPw5vOyen++9flv3+f/gf5iIeVzYiD0wbzeFaQTTDMLyiY31TzH7QfYBd0WRY40YPkWVhZmZjY2dg+Xr19dMJc64Lk0T4AKFhG8WgIjIYAjcFoB4DGATxq/GgIjIYAnhAAtX1BK/pBR8yA+gCgwyY//Pnz5/9/FuQRbzwmgKVYmBj1uLl0OL5c+P7rD+iQUJAoCyMDOyPjr/8Mf/7/R77QC7TnmIGRGalb8Ps/w+Xvv+59/y7PzQ1yDSMLB6flH568798W/fv37P//nwwM/xkZeVhYjbh5szm4nP/8fvD3933QgZv/vzMyC7KxGbBx6EBW6fz/9xd06gzU8YzwEX2Qg1Dxn99vv3/d+/vXmb9/XzEw/GNiFmJlM+fkcv79+9HHd/l/fh8DNe4hjvzP8Ovnrp8/D/LwFTAx8X75NO3nj5VQw6AKvv3+tffbF0V2TmMWFh7Q+nI2KdB0BFQRYYqZmYOHz4ebx/sfaOnLN1Cvg5kbeTk7hhGIvs1/BobvX099fJf79+8tuLJ//579+XPtz99HgsKzWNmK/v//ARpcZ2D98nnNl4/F//9/gKqENoe///yxlZM7goPL59evU39+n/j/H3RaETQUwUph7G+/fm788c2GkUkYfEnCH7AknPj/6+fOD2/PgLc4szAxi7Gxu/DwxrJxqEHG8uHqQL0Khn+MTOwsiBU70gwMDFxIKn58u/b5U8/P71v+/38DXmXECJ4ccOThL+MVSIG5B0kDXia/oEBJe0Pvf4ZTO/aiKfzPwsLGBLof4OOVW0f6Z9sWpwsryKKpGeWOhsAoGA0B6oLRDgB1w3PUtNEQGA0BYkPgP2gLAOhkGUjrCnTOPCPj7///V735oPn+g7sAP+bYLS6jWZmYrQQFJ7KzHfnw6dHPnx/+MrAzMSpysCtysN37/vPC1++nv/54/huyUARhxj/QqhGG/wyg7oEMG4sEGxtshTcjK5u4gHAZF2/43z9P//19B2qgg+TVWFhFGRgYWFn1GRj0EQYhsUANTUijHEkQg/n/989nH9+3fP+2CL6dAKSJkfP7Vw8mJsm/f86DtICEQDRkYuH3rz0f3h4H7TP+/wUsikYw/v1z9/fPBwz/pRgZ2ZiYUZYMoSnFxWVkYmRm4mRgQKyh//vn6+9ft0Gj3aAzlzhYWRVZ2JTAWyaQzPjP8PfvS9BaGiQxCPPvn6t/ft9h55QDbckGC7Gx6zIxy//9A+sAgAUZ/jMwMQkwMnFxchmysi3+8Q18ocGfx79/nfr79yZECZwEb5j+zcamxcJq/gt0GD9owzckiMBq/kAXMjEw/Pv34M/vU39+3xQUmcDKJoPWZGcC8eFrccBakYh///58+7rx5/dVSMeb/v///9PPnxsZPnGysMqyscvAUguSNrxMbl7ekPK0G6/vvz59GxK38DkmRhYGFkYmdnb2T1fvHOye7lCWBbonGK9po5KjITAaAqMhQAkY7QBQEnqjekdDYDQEyAyB////f/v9++vPH6AzEUFrO8Aj7+DDQB//+Xvmy1dHPh520NHvxJrPzMSkysOrysPN8O8fAwPjtz9/Pv/9++v/f3k2VmaG/xe+gQ/ERDKMiYGBj5mRi5FJiIXJnIczXExInZcXSZ6BkYmVnUPl/3/QqhtQWxFZDg+bCKX////7+fPizx/rGRi+oSr//vvXAVY2ZyYmmb9/byNmAGDWITVGIUKgdSQQFgPD/z9/Tr9/E8bIyMHIxM/GZsbFG8vOoQXqkMBUINP//v3++f3szx9H//19BbpIi0mAjc2QncuWhYUPouz////fv5368mni758H/v37AOqkMTIzM0lzcIby8GeysUvDNwSDLjJj02Jm0fjz+wRIGUQ/iGRiYTVgYYVecAYSYGDg4DTkF+j6+mXO3z+3wQucfjEycrOymXLxpHCA7wRgY5dnY09iAN0R9+fn97NfPk//9fPg/3/v////CVolBdoTHM7NG8jKJsvCMunbF9tfP0+Djmn69wW8yugZqgNAdv7+tfvD20JmFjnQ7BKzMCubETunBdibkEY4SA0mZmQErSBiYGRjQLrwAaLs7997f/+++w/qaOFb3AVRDCf//P2z68bRnqPLLyq/EXn+/9/jL6D+AyO45wLeGszBBLoSgw18R9jB7um2RWmja4HgoTfKGA2B0RCgOhjtAFA9SEcNHA2B0RAgHAJ///9//ufPbz5+pk/fQS1d0Fk+oEunGBkZBVhY5NjZWEhp/cPt+8/A9Pnvn4PvP254+/HOz1/f//77y8Dw7g9oXQtac4+XmSlZhM9HRFCAhVWYjY2VGXtjDrWBDreHIgbYn9wMjHwMDLBNxjDzmJgkuXlSGJk5v31ZAm4iv/7379X/f69h8giaiVmRkyuZiYnn969zP76vY2D48v//l79/r4NU/Gf4/evAr1/nBYSncXCCOjAgQST85/fHzx+nf/syFXTG0X9Q8IOaoEx87N/C+QXr2dhBi2H+/P7w5UPvz5+rEfpAI/23vn7pZWKWZmFNhSx5Aq2l+c/w589z8PJ9hFowi5GZRZ2FVRLU0gXzQbsVmFi4+dw4uK3//f3879+H/6BNt9ysrJJMzMirb0A6mBhZOLnN2Th0/vx+/PfPq3//PjAysrOwyLGyK0PWJrGxK7CylULW8f//9+vXzxtfPrb/+rUPdH4opEsJthQ0bP9jDciTYEFGRiEOzjA+gXI2Djnw4VNgRQwM//7/Y2QAzQr8+/vj79+P////YmHVYmW1+/1rL3grNmStESMTkwIHZxgrqyyk/4N8UQPUIBzUp++fV13ee/TBxV8Mfz6ZcjAw/GB48hm06u0/rM/CwsrBwMLCxMwK2g9w53D/bJuCFBEledRdLThMHxUeDYHREBgNARLBaAeAxAAbVT4aAqMhQHEIfPvze9fb97NevH3CK8AMagT/ZwAdAsT4n4GRhYHRhpkhQFiIGfXodyLt/PHn95qXr7ufvX399x8TqBkJavYzQcZZwQ0tyJj5PwYGdkYGdS4ODdCoP0gNxHzouaJYt8pCVFCFZGTi4DLh/dv47cuMv3/ugnfN/mVg5GZlNeTmzeTicWJiYuXksvn/7/u/f59+fD/+5WPLnz/nQWuVwLaDDk1lEuXkSuQXKmFmZv/8cdvPH9vBhoClwc1cBtAZO+d//7rOzqmC8B5M/tevm9++zgW1/sGKIQpADeXvq76z2TAyejMy/v/96z54ozNMD4L+8ffPnf///zCAzsQEif7///fXz2OgKQtoKxskCMZ/f/869fv3c2YWJVBUgIUgBDMzNzMzNwODBISLhwSr1GBg0MCqBtSAZmZnYgCdvMnKJsbKpvDty5rfv87+/fv8P+hEoI///t4Fb+FA2P///7sf31ewspuzsEUyMYE0QkxmZGD89+/nj+/Hv31Z/Of3xf//PjMwMjP8/8XEJMbG7s3MLM7A+JeJSYSN3ZSdQ4+Jmf3P73c/vh/69fMMeHqEEXTnBIclO6cJMzPKPBLEcAYGBjYWNlFuARYm5l+///zhYLprxsn47xvjs88gBaDuF3gqAJQsQVmAnZ3945Vbh/tn2xWniyjIgnbIgNSN4tEQGA2B0RCgGhjtAFAtKEcNGg2B0RAgJgT+/v9/9+u32S/fnP76g/HvH3CzHNTC+Q+6Cozx779/T27cImcBO8ig/1///Dn35fvbv//YwEP3sMuXQOuMQM1ccAOflZFRlp0lQojPRoAf0TCEOZ0+A67MzNx8/KCDg/7+ff0PtJ7kDxOzAAurPAsLP8QhoHX2TNzMDNwsrEGsbFo/vm3+8/sueHU7IzOzPDunFye3LTMzOwPDfxYWKWYWld+/XoM8CMJgA/4zMLMos7DIwAXAolCCkYGTEWW/K1T8//9PXz43ffs6+f//Xwz/v/399xgigTTOzcjCasbB6Q0Zg4fIMjIyMbPIMzLygU4lgghBSFC3jouRkdha5t+/33//vP3/H3QGFBMTLzOzEPGbQCAWsrHLsYE2HP+DnO3z6+ftj++L0O43AE9Z/ADv64CvwAfpZmRk/PHt2Kf3hX/+XATxEZj137+3vAKlbOyy4DQFkvj58+Gn9y0/v6/+D7oWGiQCvj9YmJMrkU+wiJVNAjNd8XBwJ5v6f/zxdd21g+++f/7LxnDHkuv/iW8MT0F9AFAXFTwVAzKLhQW8H4Dj09U7B7qmO5Znje4JBgXLKB4NgdEQoCogtmimqqWjho2GwGgIjNwQYGZg+Pnv79c/fxj//mL8/48BdBAmZOiYEXTrKiPjPwbGf///g8/qwR5K////Be8YQFfCyMDIzsyszskm+Jnp7Z9/LIwMXIw/GRn+/fjPJcbKHCzIo8jB/us/gyALsxY3pwoXF+YkA64V89jdQaEoI+gOXRZWYfzGgI6f59Tg4NQAhRPo0KS/jIys8JYoAwMjB6eugPCUr58X/vl96f+/N+C18oJs7JbcvPHsnNCdyv//M/z+effnj+N//j5m+P/n398PDAygdieS1SzguZE///7eBa2aQkgwsrDos7LbMzD8YmRgY2HV5OByZWNXRO4mMTIy8vD6MzD8+f510d+/D///+wg+NImfjd2emy+TmM2y///9+f7t+Ncv8//8OvvvP8hhTIyCrOyW3DzxHFyGmF2I////g1bp/ANd8gA6nZNZANFVAK2vYmJm4GZgYOBgNvj3v/7Lp0m/fx3//+8T+LZjZiYmUXbOEC4eXyZGNoQvwdvB//55/u/fM2RBMPv3718Hfv+8yMYuAT5cCJRgf/+8/uvnnv//P4FWroEVgfsVb398X87GYcXC4sWINLcAk2fQkFDu8spjYWJecH7b9z+//rIy3jPnYjj1jeHJF1A/jQvcawBtS2ZkYGJgZmJkY2f7fOPe/u7p9sXpIqP3A8DDcZQxGgKjIUANMNoBoEYojpoxGgKjIUAwBP7/f/7jx7Wv3578/HX/x88v/5mYWNj/MYDOagGdmwluM4ImAkC9APSWPZrZjAxMKIO3SNI8rKwxEuLS7OwHP3659v3nzZ+gA+cZGRjYGEHtNnl2NlM+Xg5WlJYfku5BwQRdAfbv2/9/3xgY/v/98/r3r2t//4Iuu2Vk4mNl02Ln0ENq/YMczMjEzMllxM6h9//f13//vvz//5uJiZuJWQh+AunfP9++ft749Uvvn9+XGBh+gzpboPYmSC8MM7KwaIEa1X+vwkTg9H8mZmk+gSpWNjHQciF0jVBlzCx8fAKJ3Dx+f/+++/fvHcP/v0zMQiyscsxoK/uhytGp79/Of3xX+OfPWbjEP4b7f/6c+/PrOiPjVA4uNfhi/f/////6cevrl6W/fh76/+/tf4Z/TIz8rGzGnDxRHJzGyPMSYNcycfM4srPr//l998/fV///vmNk5GBmUWTj0MJ0GGgrM4chyzezXz93gUIJ7hTQkajSTMxCDP8Zf/188OPHgd+/rv/5ffn/vzdISqDM//9B9wn8Z/iHI5wYBLj5fTVtTjy5cuH57f9//v5hYbxlzP7737c/Tz5A9wJAUjYrKzsDCwMjAxs726erdw71zbItSBFVVkDud0GtHKVGQ2A0BEZDgCww2gEgK9hGNY2GwGgIEBECf//9ffXz1+vfv7/+/Xv92/cNbz9d+f7zO/icflA7nwG8QgeyvgS8/gfcAQAN4RIwG3c7iJGBUZCdPUhCzJSHq+3Jixs/QUuM/jMwPP71d9rrj6vefY4Q5s2WlhBk5yBgBab0//9f//z+9OfvX4b/LIyM/CwsnCws4DFbTKXoIuApCwbItlF0OVT+r5+Pv31Z9/PH3n//XjEw/P339w1oTPr/L/C4MBMTkxQnVyyvQAGkOY6sFbQll4mfmYEfWRAc0gy/f7/8+mXan9+w5jWWxul/Boa/zCzq//49AY3fIylgZGBjZlZhYuaE9zr+//v788flXz9P/v37AtzZEGBl0+XgtGBm4WdhFSY4oYHsPAj7P2hv8fN//x5BuMjknz8Xfv26DNrGANuV8fvn4w/vKn793Mzw/y9k1fxf0I7n4z9/HhUQmsrJbYYZyCysQiysQsjGYrL//fv5//9vFlZZPsHOH18tfv8+Dd5F8I2RkYeVVZ+LJ46D0/j7t1OfPzT++nUQPMeCZgYTAwMbE7M0J2c4J7cjE+JuATRlIK6bhpUIt+CqS7uvvLr/+sv7Xwx/xZR5xQ6/eXXmDkgaPA8ADm3QdBbIXHa2D5dvHeqfPToPAAqfUTwaAqMhQCUw2gGgUkCOGjMaAqMhgBQCf///f/Tt26rXb3d8+PLy959f/xl+/Pv/+/9/0DEroIU+UKWM/0EA3NwBLeoBdQBAiyrAmyKhSghQ4Dbuf9DSHdAMw/fLX749/QU6/OfKtx+7Pn3/8/8/pDULId/+/bfn4zcfoe8kdQD+////5uePLW/e7/jw+cmvP/8Y/rMxMSqys/gKcLoLi/KwIU7NR3YrqMkO42O2SiEyoMH+v19A21UZGJgY2X//fv7pfeXPHxsY/v+DtG4hykBBAmL9+/fvyfevs1nZLVlYfaGBBhJHx6Am+vfjP78fBC34YWD89/fN3z9X0BUh8/8zMDJJ8grU//kV8P3byr9/H////5HhPyMzixQHRzA3XzQLC3Rj67+/3z59mPP1y8R/f+/BOm4MjIy87ByBfIKN7BzyDKCttH9//7r/6+fFv3+e/Gf4w8TEw8qqxc5hxMwCWpaDbC2EzcjIwMqmwcJq+uvnTnizHrLjmYVFiYUF5bj9vyC/3ATd/guJUdA4P8iYf3+u/vxxjIPTkBHHaU4gRdjw75/Pvn1Z/xN01CnoqCUmJhFGNltO/h4ONiGG/38YmdiYmfgYmZj//fv78/vh37+PMjD8RAt5RiZxLq5UNg5zVlZlVjYlJtDGDGw2wcSYmVhM5XVN5XR+/vn1FZRU/3Kwsf+J/T2xuunk9r3QZAOZB2BgZWdmYWJkZOdg/3j19v7u6U7l2aA9wTCjRunREBgNgdEQIBuMdgDIDrpRjaMhMBoC2EPg////L35873/yYu37L5BGP6S1xozUdIIsePj798+/v3+ZmSEFEXjsH7SllJmZ6GYcI3htz7c/v3e8eTfn1bvr33/9APUpQA4DHSwEokFrXkBLtMFsbmZGTlLOF/rPwPDu58++x8+Xvfv87d9/JnDD/D8Dw/Ufvy9/+8nBxO4lxgGfkPj378/PH5d+/TgCbvv+ZWTkY2PXY+e0Y8VY6A+6CuDHjW+fl/z6dQw06M7wn5GJ////b3//XGJgQG39g50NJ/7///kPtJwdJPD//1/QanGkUGVgYPj9+93n9/3fvs38/+81vI0OUg3CoHX+//+D/cDIChJgYGJk4mNjs+fhK+Dk0mPk1uPmC/739zP4wgFGJmYBZmZBZON//bz/7csc8BW84M4a2Ij//z///L7mB5stG1vif4Z/nz+u+PqpE3wo0C+wPAMjoxAbuzM7pwsbmy4bux5mT4CdQ1VAZMq3z6t//zoLOdSfkYmXldWYiyeSg9MAufvEwirDymb29/td0FmfkFQFXr7PwCTIxCyJ1LWE2EyA/PXz8cd31T++r2X4/w2u9O+Pzb9+7GQR6uTk0oUL/v714PfvU/8ZIIeBwoVBDCYmSQ5uP04uU0hA/fj149GH56++vPvz9y8nG4csv7gkvyiogwpSi4QZGdlZ2dlZYccQsTMUtzX2MzEf37oLtAAOPA8A7gUwsjEzgfoA7Oyfrt/d2znFqTRLVFEOEfpIRo4yR0NgNARGQ4B4AKl3iVc/qnI0BEZDYDQECITAX4b/r3/9uvYdtP6GBdIsAuv4DzptHdQoBS3KZ2JUYmc1lJXY+vjp619/QG050Kogxn8MDE/fvL31+LG6nCxYE0GC8d//vzc+f5r+4s2F739YQMepwBvkoKY/IwMDM2h8nYGXicmImz1BTEiJB/tQNFab/v////rXz9Nff3z/z4C895aBgfHdH4Zb33+6//vHAuqu/P/z59PnD7O/fZn+7x9odBzio29f+Ng4fPkFm9g5lBDm///349uFj+8Kfv8+jBDEzYI12RmYmMTYOSM4uRxggQo73QhJ7++fN79/WwK5OgCmDCLNzM4RxM7h9P//V0ZGTvC5lswMjMzMzBJsbGrMsNOHmJm5oOvjwc1PcF8Boh1CsjJiW9/yn+HPv/+f/zP8//3r2fcv8/6i7iX4///dzx+rf/5YCz5G05OXv4SDUwu5sc7IyMjOrsjCnPfnz8t/fz/+Z/jLzCzCyirNxAxqDEMshpCsbGL8Qi2sX3R//tj/D7QG6TMjIxsjswoLZwgnjzcTE6RXA1FLmPzz+9nv3+dAR/KDYguqnpnh1/9f+39838/Orgy5neDfv/8/f14Dqfz/G6oIQbGzs7uysikyMoIO8bny/PbMk+t23Tn16uuHf///sTKzyPGJBes4xhp5yQhKMsEWMiF0I7F4+fnyG6sZGRmPb9kJCXvY9AYrGxMzeD8A++fr9/b3znAoTBvdD4AUcqPM0RAYDQFywGgHgJxQG9UzGgKjIYAnBJgYGIVYWbU52e/8/P31H7Qxw8jAwM3EqMPNYcrNyc/CLMHGasjDxfuf4ezV2y9evgH1E0Aj9qAG35PXb248eATpAPz/DzodFGbX//e/fl378vXJz9+//v9nZ2KUY2fT5ObiYWH++vffx7//kdu7kBkGAWYmf0FuI25udiZGCTZWdS5OQRJX/zMxMgqysqpwsF3/8fvXf9CCIkYGUFuPiZFRho1Zl5uTmQnUePz//9+vH9e+fZn17989ULsNJAZy9f//n3792PbzuycbmyIjWCVo2/P/f79+Xvrz5xxIBQZmYhJjYpL6///Lf4bfjIy8LKwaLMxKDIysTEwCbOwmHJzmTMzQRUeQcWXQOiLQpuEfIHtBh88wMzLxMIC2V6MYzcjIy8EZwCsQhRxKKCpQOf8ZQJ5F2+TAxq7AzVf89XP/nz9XGUDndf4D9a0YhTk4A7i4/cDbjhnhG3ZRzQP5+9+/Vz++L2RkFGJhrWNhFYAr+Pv32/cvu79/W/Xnz22G/z8YGFmZmWXZOby5eP1YWETAVsAClIGBjV2Gla34379M0I7nf99AikHD/1xE+gtuKQMDAwuLJAuzxt8/N0GzLsgSjKyMoFsOYJYyMjAzizExiv5jeICsChTgjFysrNrMzDwMDIxffn6ZfWr9nDObf/z+AR6hB823vP387trrBwz//+dYR/BzQW9ZRjMEzuUXEsxvqv73/9+pbXtgdoM6sQwsjKygztB/Njb2j5dvH+ifNdoHgAfaKGM0BEZDgDww2gEgL9xGdY2GwGgI4AwBUOOYk6tcTtKI58Olrz9e//nz+z+DKCuLOQ+nHR8PHyvrn///mUEHsjB/+Pbj3z9wWxU6McDAwMjEBFoBBLqXF7S+HzT6DWoL/fv399iHDzNfvD3x5cfXf//+/wfd2irAzOjEx50tJarGzR0oyLv83ae3f/79BWljYGFklGZjDhPiS5YUFWSHtphxuhhV4uOvX3e+fXv9+/ef/wwcTIyy7GxFUiIqHGynv3x/9+fv9///eZmZ9Lk4wkUEDfl4ISPZoM4Lw1/Q2nRUo8A80Dg98lA6IyNoeT0jo+T/f3eQxUFNUlZzHt4aZhbZ379v/v/3ETxkrsPGropr1dKvnw++fl7x6+fhf//egsNOgJlZnZXVgYGB6d/fh/9BbfQ/DAyszMxynFxJXDzu8Fby718vf3w/9vfPLbAadhYWZQ5OaxZ2aVBYQxwNVwrmQggmZjY+/ggOTqvfv278/fPs3/+PjAzcrGya7ByGzCygq3xZ2aS4eTO/fPr4589lBgboEiCIXjj5799L8D1i0OXu//79/fJp1ZePlf/+voCHxp9f537+2PH7911+oQoW2OwE3ARGUIscNlMBFyWdwcouyyfU/PWz/K8f+/+BVkx9ZmBgYWZW4OSO5uYNYmKG7hRnYmTk5DL8/6/u6+cpv3+dBd+59puBgZmJSYKTK5KDyx5youj///9//Pn1D7R/gwncAQB1EBiYmX7+/nn00eUIA3deTh78kwAMDAx8AgIlbQ3d//6f3r4X7iFGBgYuFjZWZtDl2Owc7B+u3N7XO8O5LBu0FgiuaJQxGgKjITAaAqSA0Q4AKaE1qnY0BEZDgLgQYGJklOLkipfm/P/v3+/////9///r799Tnz53P3t18/uvH//+MzMyiLOy6DAxfP39G9roBF3rysjAxAg6RBHc+mRkZPz+98+jr19f/Pr15OevJa/fn/32iwm0wAe00OcfA8Pbv/93fvyqx8WeJCVRICflKsT/4MfPV7///Pn/X4SFRY+HS52bmxW0Poc4RzMw/Pr79+j793Nfvjv77cfXf6CeBAsjgwQrS4AgT5yYcLYM+9e/f//8/8/OyPjtz+8b338uevH6979/3MxMypzsmuzqPLw5X7/M+Pv3AajtC2rfMjMxK3BxJXFyuf7//w++lp2RkZmL25aBYdK3L/P//Ln1/997BtBmWRFWNjs2duffvy9+/dz49+8zkCEMLKA+AIcnD18GZBER6MycP+/+/n3L8P/P79+Pvnzs+v17P+iIU0gggizdxcJqx8vfzczC9+/v6///vzCCDspUZWNThhyW/////29fDn7+2Pz71zHQ6hdo2LCxsBrz8Tdx8bqAwx4qioUCnU0px8Yuh0UKdGImCw9/CDuH8a9fF3//uv7j25o/fy6Ar18DKQc13Fn0OblDwW16iIsZ/v/7/fvXZdCpR1ABkEpwT+Dn758H/v6OZ2XlQ5uIAKugAsHIyMjBqcnK2v792xHQVWugK8BYWFnN2NismFmEkS1lYmLj4fPh4LT8/fvBv7+v//37yMjIwcKiyMquysjEAZml4uHgDtR2uPj8zumn1//9RSwW4uPkM5HS4OfkBaVaIlzNzctb3NbQz8R0cutuZOVcDKC1QP8ZGdjZ2T9du7unY4pLObgPQCDCkM0YZY+GwGgIjIYAFIx2AKABMUqNhsBoCJAQAqAbqcADnAQaH6AtvWwMDF/+/F71+u3kF++e//4L0fafgeHq919Hf/38+eMnaLQfLMoAbdyDxtN///t3+sOHJa/fnfzy4+Pff3/+g87CBK0UQnUlEyMjyEQGBk4WVhMBARNUWZJ4/0BXFH/tf/b6+NefzCCXgHT/+c9w79efJW8/aXBy+HNxc7Kw/vr7Zyd4w/Hlbz9/gBZ+g04FFWZm8hLgyZBIFOdy+/373r+/L////87ELMrKqs3GoQk6oxO8lANkIhgzMXPy8Hlyctv/+/sJvKn3LxMTHwMD96cPvd++dIOvrAKrA12T8OLPlxsM/5mYmMr//Xv37cvqn983//33jOH/n///v////w50AzIjVDG43fwPfObPLy5uC5goCv3379dvXxb8/rUPRZTh15/fx7986v/3/z1oHuP/L0ZGThZWZVZ2LWbYQDhoIzXoCjYC55mCD9RXZONQ/P8/4Bd38M+fR//+efoPdGo+EwuLCgenIxuHGrwvBIp2JjY2NqOf3yX//XuK6iQGRkYuBtB1XaCFYWhSxHBBHTjQ4VLw0MGiCXxJwqqvX6b+/XPj//8fDKBtDAd/fF/E8T2Emy+dlVUWFLygdMnOxMSM9ZxT0JA/qN8FOsjWTd1aQUhq+41jt98+fvH57Z9//yR4hZyUTFzVLIS4BWBpCosz0IQg+wEmMTKe2LITHKcgedBaOhYGVtB+gP/s7Gyfrt/d0z3dqShNTFkB0rUDKRrFoyEwGgKjIUAcGO0AEBdOo6pGQ2A0BBgYfvz9c+PL11Ofvz779evPfwYuJiYNTnZLfl5JTk7k4VK0oPr3//+7Xz8Pfvr6AnQ7L3JrjPH3v/+///2DtY1BpwCBB1MZ/zMy3PvxvePJyxNff4L3BoOMRNYJ4oOtFGVh0uPmhJ0jBBHGToLG4EEHamIaA1X/j4Hh/Z/fr37/BdkIFQNRjAygM0w/gi4A+PePgen2l69TXrw59+0XpDfCyMD45z/D8z//1r//bMLDFSSuzc6pDdKGjtHsBbUZYTtuJSBqf/989ef3BeTWP0ScgeHPjx/L/ry+9O/vU9Die9BaI5gMNpqJSZSZGc/J96CWJDZ9DL9+7fj1bh/oLE7QHgJm8J7jAF7+QsjkA6ixjncbK4aZ/1k5VNk51SBneoK1YygBTRowcfMFMjFxf/u69M+fy3//3AdPfYBU/v176/PHjj+/Azi57JhhR5GCJMC7yUHdRAgHBwnexoAW7OhKf/26/+3LLPAlCfBg+fvv3+NvXyb//nmKkUkEPEnCxMQsxc7hxMXtysIqAk53CHOQx/WZmJg0xJU1xJXBOx7+/vv/j4WZwL7k/6D5sX9MjExo3QN+IcG8xur///+f2r4HlDHAFoLXAoH6AP8ZGMBrgW4dmDzXtSxbUFoSTTtY+SgxGgKjITAaAjjBaAcAZ9CMSoyGwGgIwEMAdBjOz5/LX75e/ObjY9BZ+KBGOyMDAx8zkzvf50JpMUUu7t/gPbIsTIwsqCvWmRgZOZiYhVlAh33++g89SZMBtLWTgZeZkeH/v++Q/aag0/9BjTpGBqZ//xme/vz18NcfJshGV7g7kBiQ9powC7M4xs2+3//8vvft++Ofv378+8fGxCjByqbCxcHHwgJbmY1kChKTmYFBgYPDno/rzfsvn/9CtiYwMDEw8DIzufBxWfHzMjAx/////8vfv5/+/gM5FKYXsu/113+Gt79/g1rPjNApDZg8nP7/4devc58+3/z+A3yiKIMMO5sxD7ciF2gD68+f9758nPnn10m4amTGv7+Pf/15DB8MRpYCs1kZGblBR4Iy8bCwGvPwZnBwYR/+Z2BgYGbm4eJJ+Pv3yZ9fx/4zgMa8wSZAiH+gPbgQJsNf8LUDM5iZZVnZCmEH7KC0p0Hru36//s/wA9RlYmRnYhZkYkbcsowIIuQ2MtRwFIqZmYuHP4CD2/3zhxlfPzf/Bx22A4ref/+e/vg65+f3tb9/VfIJZKGeH8r47+8f8JW9/8DL8Tkw56IILrgH90nYwJMMKO4Bc/78/n0UtAMFzPnPwPDj27JfPxL4hWpY2SSR+wBoLe////69+frh1Ze333//ZGJkFODkk+IT5WCDbicAG4ZCgDaE4Egw/IICRa31vf/+nd6xDzT9Atb3H7QfANQHYPj/n42N9e29R98/fRGQ/M/IjBI1YLWjxGgIjIbAaAjgBKMdAJxBMyoxGgKjIQAPgZ///p359Gnxmw8Pf/1jQVrA8e3f/72fv3149JybmenT3/9MDKCV/da8XKZ8PN/+/X/76/cfhv+cTEzirCxp4sJiLCzHv3x79/ffr3//uZmYVDlYLVm4Z7Aw3/j5B9pkBm8D+Prj5+5TZ7J1NFQ5WF9/+Ql3A4TxDzz6CxoBZWTU5mSLExWU5ULs8f37/9+1T5/nvnyz/9O393///QPtFQb1Uux5OTMkRHX58R3DwsjIKMXFVSkvbc//8dq3ny9///75778wK4sxD6cNP78AO+jIdiZGRmUuTh8BnuXvQCs84G0uRgaGX/9BGxI0uD5YCgpAukCgCwn+/wOfjcPw7///y58+Tnj66tCX71//grY8MzCAzhVV52DNkxB25fv65UPlzx9rwQtOIB7FIOGWIcuA7vAS4eLJ4eTyYGRkYWTiY2WRZWBi//vn+e9/HxkY/jMycjExCTOz8MLbx4yMjNy8Dmzsmr9+nPnz9+m/v68ZGdn//fv149v8v3/Bl9Eim8/w58/vu////WJAPWHz////v37c//p5/s+fe/+D9h//Y2DkZmXV4+KJ5+SyIXgZFooNMA4jI9O/v4/+//+MEgigex7e//y+4Te3LzOLGuSIoX9/vn/7duDHt01//94HXwjAycKiyckdwMFpSqrVbGzyXDxpXz99+vPnEsP/v6BuB6R1Dw5tRKCBHPn954/NP797s7CKMDKy/fr989Lz29de3f/4/TMTE5MEj7ChtLoQJ/+Om8fmnt109eWDH39+MjAwCnBwW8rppJoGWCroI079B5lGFObh4y1ub+xjYjq1fQ+4uwKaKWBjYmYB7QdmAK1xAjNQQowog0cVjYbAaAiMdDDaARjpKWDU/6MhQGQI/ABt52VgRhrNBa1iYWD49Pf/3k/fwUf5gExiYmDY8uGLGMvb7//+fQavj2ZnZJRjYw0S4kuSEMliYfn858+zHz+Offpy9+fv47/+/paQYLzzADS2DRoxBpn+9///h6/fvvoJWmUEMhEJMzEyyLIyW/FwirGxKrCzmfPyKHJzwScJ/v///+rHj5nPX6/+8AV0JA5Y49//DG/+/Nv24Zs82wc1bi52FvxLMhgF2Ni9xMS8GP7/A3UfGECXlyGte2FkYBDh4MyRkWRiYJj++uNvyKVaMIuOfvnB9PyNLDubAg/o6lzw2DB0/fr3P7/XvX6/49M3UIsd1q78y8Bw9cfv9e8+6LA85vp9kaRmHCMjNzOzMjOLNid3GBePOzP4bND//xl+fD/39dPsX7+O/P/3AdwB4GZh1eLiSeLk9mBGWo7CyibOyuYNXqnC8O/vhz+/X/39c+fv9wcMsLuuQIPfjAzMLAacXH7wg0fBHgURv34++vCu+NfPTcgHaP79c/H3r1P//0/h5nWCRwrobrJf73//uvb375P//38yMrCwsMqzsumwsPKDDGIAbRAHXa8Gin0WZhZFRkau//8/gaWQCNDlA9CQ/Pv358cPs75/6foH2icNVfOLcduPH2t5+Zp5+EOZQGehQsUJUkzMbLz8Eewcxj9/nPz75/G/v28ZGFn+///x48eWX38eMTP+hdoKM+g/eP3Vi4+vph1fveTCziefXv/++4eBkZGdmVVNRFaeX/zs81vPP4EuFYb0I95/+3D/7ZOH719M8Ck0kNEET4PBzCKO5uHjzW+qnvD33/UDR3//BXVRQL0UEGb4/fuPgpEev5gIE7QbQJyJo6pGQ2A0BEYBA+io49FgGA2B0RAYDQH8IfD/65/fP/7944S1XEGDkQygzsBfcAuYGWlOgIGB4eu//3d//gGN5oNN/cbw//33X1/ffFDjZHcQFnrz+/eyNx92fPz64S+kkY1ovIA2ADAy/WdgvPjjV8nDF0/BO4bBZkAJRgZGWTaWHAlhZV5eBoyFE/9Bu43/PP79+x8DA1oz/x/D/89//8FG3qGm4aVAx5HiUsDJzCzAwgxug6Eref77z5vfvxVgwuA+AIjz7///n+DTcJAblKBFTwwMv/+DjplnY9X79/feP3D7EqQBFTMycjIy8oJ2qf7/y8DEzcpiyMUTz85py8IiAj+tkoHh/8/v1z6+Lfz9+xCy7r9/b/3+deb3r2w2dhNmVmk2ViXIMDnoNuLvV75+Wfj75/F//9+DDyMCbahmYhJnYTVlYhZlYdHg5PZk59CB+wJu7N8/z/+Aeizwfh9U5u/fu79+HufisYd0AP7/Z/j549rnD32/fm4DH1T6F7Qpl0mAjdWBh7+QE7RNmRG6mAy0GYCZmzeSgeHv92/L/v19Cjpt8/8/RiZeFlZzHr5sNnZ5yPD/779fv/489f/fS6TECLL9398HP75v5uByZGOXgjS+QaJEYEZGJnYOdXYOdfhehf//fn356vbu81LG32cY/79l+P+TgZGdmUWZkzuRk8uakZH19OOrC85tf/zxJch4sDt+/vl1+fnty89vMzCxMLBwMIBOAQInEEZmhv//rry6d+HZTS1JVVI6AKBpIlCHmIGBX1BQ39z4zpFToB4dyEpQmDGA+07sPFzMrKz417aBdYwSoyEwGgKjIYACRmcAUIJjlDMaAqMhgBwC/xkYvv7+ffTDh6Wv35/7+vPj33+Q9isTI4MqO6sbH9f5bz+PfvkBbukg9IEu3wWvoIAIge5DAu+j/fL377c/f/a/+7D5/Zev/yEX9DL++f8PdIoldHsuaLvjf0bG9//+//j9F7ouCGIKeKiZkeE/FxMTKxMzeGkPTAJGMzIyirCx2/Jw3f7x++2ff5C7wBgZGDiZGM242T2F+DlZqFPiMTGCzv2UZ2O59eM3ZBoE4gQ+ZiYLbg55Dnawj0BtXYg4A2jdNquvMP+dH7/Pfvvx6z9ojy0khBgZGF7++bv+I78aS64CKw/3n43M/z/AdcEYjMws2jy81UygC6d+MzEJs7KpsLBi2eb75/fDv39vwHQh6H//nnz5VM3IyMHIKMbOGcDLl8PGofzj+9UPbzL+/D4OUgdxDYjFwMgkwstfz8ll/B90+g32tiUziyQLq86vnw/QZi2YmESYWeTh/cG/fz59+TT7x/cFoJOFwIaD1rL/e/Pz5xqGT+ysbGqsbMKQrgJEkpVNlF+okJs3/M+fV//+vmFg+A0+SUkF+dYwFkZ2Tma+74wsoO0WEG0IEpLWEHzSWJDmNgMDIzMbH58PN5ft79/PQUep/vsC7ocosbCC99r+Z2Bn5mBjZgddCQcPN1A3ALRjhZ+D9/vf3z9/g+5lA9v+j4GBUZZfXIpfDHyOP1iMAbR65z/Dfzy7FEBXXYBSEMiCv3//vn/9FpyowP0lsBmg5P3/3x/QPBVa/gNLjxKjITAaAqMhgBdQpzrEa8Wo5GgIjIKhGgI///498v5Dw5OXd3/+YUZuqTEwcDExOQvwugjyMTx9jdkHALXzGBggd3IxMjAIsjA58XEZ8fL8Z2D8CVq5DBrCBDVb/oPOuWT49w86nA8ZEgetBkHZRwxSycDAz8RozcuZLiEsw82NOSYNmZQQZGfLkJE05uU+//X7q99/vv77x8fMrM/FYS/AJ473qCKSYoiFiclBSFiAhXXTuw8Pf/5+9+cfA8N/ERZmaVZmYRbmWS/efP/3n42RQZ6dzYqfVwXkWiZmJiZrQSEVTq6LX75e+fptxbtPj3/9hTRXr37/feX7BwFmflN2/0iO2/osx0BtOxQHgXZ+srEbsnPKowhjcFhYFZhZtP/9fAWSATUdQTQM//v//9v//w++f53IyMgjwFr7+9etv3+vgBZfwVRA6H9/H/35dYOB2wR2czFEGIVkY5cTEOr+8kn916/D//4+/vfvBbiDxszCYszMIv/v7zdmFh5QGvj/7/+/z2ApFO0MDAx//97++/cdK4MwmgQjIwMrmxQrmxSaOIT75/eHr1/Wgm4w+P8HIgIhGRl52Ni9ePgKWFglSBr+h2jHSjKz8DOD7iDTAK9iev3j+/4vn87///eZkZFNmv2vg+ybd9//vP/OBGqXgwbrGdhY2V2UTVNM/d58fX/04eWn3z59+vGFjYFBV1wxUt/dVF6HnQWxQxrU4YVctYzVbtAWeUhfGyT97evXs0dP/P3zh4kN2kf5B95w/w90ghDoJFqQIlCWgmQCEO///393Xj88eO/crTePfv75zcHKriEqZ6topCgsw4ySt0CKR/FoCIyGwAgEox2AERjpo14eDQFiQ+DXv7+3vv94/vsvC1KLG9Ro/8/w7d+/vwwM2txc2lzsx7/++ANeCwQ39z8DAzcToyo7mygrsxQbqzUfj60AnwAb+9///10FBR7++L3n89ePf///+g9algNaGgNeZ8/IyPifEXQiIgMz0x8GRvDBnaB2DRcTow0PZ6yYoAU/yBC4LdgYjDysbI7CQupc3299+/b29x9WRiYRNrDzkcfqsekkSYyNmdlMUNCEn+/Xv3+g3RH//h1//2HGqw9Xf4CuOYNYxcrIqPnmQ5GkiKeoCOjCYEZGcU5ON05OGbYPWz58Bh1eA7YS0uv58Jfx0Hdp9n8e3NyvlJjvMkNORgK1nZkYWfS5eTNY2CXByvEQjOycGgLCk75+XvT719l/f5+D9siCzvlB0/L/z+8b//5+ZWGVZ2JS+PvnMlofgJFJjIlFCjy0j96HgBvEyMjIzqnOyt7x88etzx9af/1YBZ7V+Pv7996Pby98ZTPj4c3h4rZlYeXj5A7++evcvz/nEXpB+zNE2Dm8WVnFSWqs//374/OH6d++9PwD3X4ANw90oBQbu4+AUBcbhyyyKJHs/6CLpX+DzgxlZAHf2ICu7/vX858+NP/+tRu8Kgkky8fIkGfAbCNj8OZPxIefHB9/fOVgYdORUHJSNpUVAnVdUi1Df/7++evPLyZGJk42DshGcJBOGAY15HGGLkwRjGYDbfoFTTFAesLg7gZovdJfUAcAugrrP6gj8J8JpArU89p760TbgYXHH135AZuLYGFh1RFTKrWN9tNx4GHnhpk9So+GwGgIjFAw2gEYoRE/6u3REMAVAqCza2CLE1iZmBQ42GRYWe78BC2sh7RYGBkYJFlZ3Pl51EFj28xiLCzcTIxv//wDLd8BG/qf4b8gC1OoIG+apJgoOxs7ExO8AcTMyKjOy1PHzh77HTRC/+bnzx2vnq/5948FtNwHbAAj6EhJ1o8fzP/+YOTnB12lxMpizcvtKSwghXsIHzKpwAjaP/D/7Y+fG968XfX244Off36B20ocTIxaHGwJYoLuwsLsVFoFBPEoI8N/DhZWDgaGNz9+bPnw5ez3X0ygrRGQcAIt57/2/ffWd580uTjf/Pn74MfPn6BTUBkefv/5+vc/qCKwQZCR21//OXb99Lz/R9mQ7Zwo8yt+xo9/GZgk2bVchKN4ubSQumAwPRg0IyMTB6cOG3v7/39f//x58/XTgm9fp4FP6QG3tMHtR/CR9s7MLDwsrAb/hSZ/+zL7z+8r/0A7hn+CT/Ix4OJJ5uK2JtK6Xz+O/f658z8D9OLb//9//P//9NeP9Z//fWJhmcHOqczN6/6PSeL3j70Mfx/9/fuSgeE/M7M0O6cLJ5c9ZJYAwxMoAv8ZQI1c0Nk3DIz//v34/fvyP8wtwgz//v17A3YDpOeFYgIezp/f779/3fnz5yHwfuK/4CuTDTi5vNlA9/tCK8d///79/HH4z6/9oNY/JJ7AJgpx/vVU/C4gZM7OZQXanABteYPk3nx59/jDi88/vjEyMvJxcMsJSAhyC4AkCOFP3z9ffXH37rsn33//ZGVmkeUXVxCU+vTzy9WHt15+fssK6h9DXABu7YOPw/rz9x+o5Q9eLMT4n+H7rx+///7+9vPb1htHTz+98ePvLwbYeP+ff38vPL055/RGTTFFXSk1UnYjEHL3qPxoCIyGwBAE0DJuCLp81MmjITAaAjQPAQ5mFmdhIQEWlj0fPj/59fvT33+sjIxK7GwuArxWAnyQE3WCxYTZmZj2fPzy+s+fr3//szEyyrGzegjweAgLCrFjPf6ckZeNTY8NtBzi169fL3i4V/0DtYahCyLA6064Pn2q4OPU1VD6+/cfFzMzO6h/gNZgRvE7uPUFUvD337+db991PXv7/u8/+G2+P/7+P/71J+Pr99rcXMrg83lQNKNwwG1kkAjINBCND4PuOQYNtzIw/Pn/7ze4cY+m7S8Dw6Ev3x/ee3L/158Pf/6C1oODVncwgs4nBZsMWsUBEmFgY2T8+///93+sF/7pXvyty8Twl5nxrzQLcwG/BDenBCMjw98/X3/8OP/393VwY52BiUmUlV2PnUMXdkI/2DgwAepuMfExs/CxsFSwcRj/+L7935/n//5/YGRgZWZR4eQK5uC2YwKfCMTNa8/BZf7v74d//97///eTkYmHhUUS9bh9sIk4iP////398+zf/4+Y8n//3Pjz+xE7pxIjIxMfjyEDjyGo0Qo64J+BkZEVHF+YmrCIgNfZgyPlP8O/P2+wHBAE0sTIxCjAyIi28RskgQf/+fX244eO71/n/f/3DqIMdNj/92Xfv63jE+jg5LYEHasKWo3GyMQkzMDIxYC6N+P/f4bff9/8+v2SjeEPI+iQIpAZP37/2H3z+MyT6889v/3l1zcGBkZuNnY9cZUkEx9PDRteDh483arbrx5MOrpiw7VDz7+8+/sPdNEELzunJI/w59/fP7x/r/n2iyYDNwPoUFRQpxYUIv///2di5ODjYWJi+v///8N3TzZcOXjs0aW33z79/PPr3vvn33+DziEFOQuKQbMODz++fPH5jdZ/ldG6Hxoqo9RoCIxUMFoIjNSYH/X3aAjgCAFQmwe2KISRgYGbhdVOWNhOSPD3v39/wG3cn3//vvn95/rXbwwMDDzMTJLs7ElSEpESf7/+/fv9z18WJkYBVlZO2Gmb4LF58GZSbNb9+v8ftJII1DYENW3A6hhBe0+ZWThZ2flYWIk/qOzz798vfv58/OPnno9fPv/7D170g7DyP+i40n9f/vxh+PcXtMoItQX699/f21+/nvv89cmv33//gzylwcVhyscrwAY6+x9hChYWqMEPOhuUjc2Vn+fU1x/v/kI7MqCNv0yMkizMb/7+PfkVdCcUqP0FXljzD7xcSpmdJUiQ9y8jw9e/oAkTeXa2579+n/zy/fXvP5///mdnYlHnYA8U5rcW5GdmYvj18/nnjxN/fFsIXm0PNoWRiYlJlos7g1cgE3akJrr7mFm4ePj8uXn9QUcQ/fsNPmiHE60NyszMwcwswcAAvY0Y3Qi8fEZGZnYOmx8/dP/+OQc6NhQ6PA3aRcvCas7CpgCed4AaAZrawdtG//8fdAoUVDUSBdkp+/37xU/va3//2gc/qBSihJGRj50jmJc/H7xtABQdEHGC5J8/z3/93Pf//3tYYofQ///8Pvn92yY2dm1mFkFQXmBk5OR2B83ffF3w9+9D0NVj4GkGRkYRDs4INk5j5BOnrjy73bJ//ukn18Gj8iDHfP755cXHV7fePuJk4XDXtEbZBoDkxL9//2y9fnjZpd3vvn0EBRpor+//Tz++fvr+mYGRkekvKGeAAhCmBTRN9/8/KyeHmrkxGyfng7dPqndN23j9yLcfX0FKQKvKmECrzsBmgZbY/f/HwMQswiPor2GjIabIxjRa9YPCaRSPhsBIBqOlwEiO/VG/j4YAMSEAOqyTiZGJlZnl+69fe9+9X/X2480fv76Bh+15mZgMuDliRQWtBAVAjX62f+BTY0BNH7jRuBp2DAwMHKysdupqMueuvvz2E6QH0i5nAjWVwe1oUDsHde8x3FQoA3xOEchVK958uPHj95e//77/A2sFN5L/gVamg7iSrMxeAjxKXFwMoNUkIKsg+v8zMHz89XPly9cLX394+OvvH9DoKgMTI+j2Xw8+rgJpcSUCMwagFSq///45++nL9g9fvsKshhguycocIciz7/P3o19/InZ0gh32n4FBjYMtWVKUj50DtMsB5CLQluCkv3+//f37898/VtC5M8ysoNuTQVb8+Lrjx9ep//5/gZgMbqv++/fv4fdvc9g4bFlYraHi2ChQw5GRnYGU0/GxGYNFjJGRgYvHnollzrcvq/7+ufvv38v//38zM4uzsTtx8YSAb8zFogurECimwRtbwekHXcn/f/9/fj/0+9e+//+/o8kxMgpxcoWyc+riTydoukD7BpgFmJjkGBgugCMEWf7f//9fGRj/MYEno0D3tbGJCAiV/eLy/f375r+/z/6BDwViZdXl4DRmZkG5Wu7X399ff/9gBDXf4RHOyMDE+Pjj6+OPLtkrG+PqADAyMnGycjBDTraF5AJIb4qRmYGJgePDX7afoE0KoIF/0AlCkI3H/0G3VYNil+HN1/c3Xj36+fsXAzjBwD3DxMhoK6fnoGTEzsL29uuHu++evvn2sfPAQmYmZjEeQXNZHQt5PQEuFC/A9Y4yRkNgNASGNxjtAAzv+B313WgIUB4CjKCmFSPDlz+/N7x+0/3szYs/oNU1EHPf/f37/CPoZltFDnYZbh7IoCNECkJCxlAhbEySmZFRiIebnRV09RKoDQw6GwW0EwDcBAINY6INV2Oa8Ovv311v3zU/ef3k918mkEPBbWOwOnZGRgUOFgU2VgUOVgd+XnN+PlAXBSwFJ/7+/3/p8+cFrz/c+fkHdMMx2GIG0HQB6HYzG94vStzcmJ6Ca4es/3n248fk56/3fP7BDBpwRUi++PP35Z+/Drycj379efzrD/xsH1ZGRg0OVj8hPm5WNpAOsM/B2hjZmFnYUNtwoHbg/3+//339+Z+ZmQF0+CXcHJDt/7+AL/wC6yaa+Pfv77+/HyCNaUZGTiZQUxi0CYNoAxAKGZmYODgN2Tl0Gf7//ff/O3hR0PvfPy9++7L4/79vDIwszCzy7ByWbOzK+KMSfzoBjbkzCjIwcDIwgEe4EfYz/Gf48f//T9BmaQam///+/kXyFzOzACMT1F+YM1GsbFK8AhVfP/H8+nng///3YEMYGEEXwTlz8yawsAiAogZmERMTKweXHgeDHkwAO60mpuCpavHi89u33z4h9WT+S/IKKwvLsMKmxTA1MzExualZnH92a+3V/W++vgc18EHJHzyKz8jI9e4P+7f/TOwgIVCkg6RBPaY/DKC7t5mZmOUEJHUllG6/e/zlF/z4UdA9AYyMLKYyGnnWEb///u45tPTkk2vPv7wFHbr1/z8DE5MQJ3+Qtn2xbbSqmMLo0UCYkTIqMhoCwxuMdgCGd/yO+m40BAiHAOiwHVDDF9EORdMD2nz4///n33/Offn++i/K6hpQY/Q/w4c//76B1rej6SOK++/ff1DTEbQKCLwyBjSiCRo0RWo/4TPn998/F758f/XnH+aaH2k25lppURtBAXZQyxk+Ioti2v///7/+/fft338mjPbpP+g585BRVxRdqBzGL3//vfgNOpUSOQRBC8pBVxEwxEmImvLxHvv89QV4GwAnM6M6B7sDP48GDw/oBtz//xgYmf7++3vv2/db375/+POXkZFBkJlZnYtTnpPz45/fpz59vvr1+9MfOh9/1vMzPtNjvWjCeoqP6SOoMcgozM4Zyc5hhOoefLz////+/H7l6+fFv3+f/PfvPWggnEmQldWcmzcGPIgObS7jMwJDDhxjLAwMLEwM7N++nvr8oe33rz3//32FBBwjIwsLiz43XxkPXwATE2jjB4YBRAlwcLv8/Zv74+uiv/+eMDD8BE+bMDExSXFwxbFzmTEwMP74fvXb56W/fh0D3zjGwMTEz8pqwsUTyc5piNVeRkYmLm5zdnat37/v/v3z8t/fd+ClS7Js7NrI1w5AHAc6lf//f4IX7orwCNW4pBhIqs46vfHMs1vff/9gY2Y1klTLtwr10rLjZMO6JQZiA4OiiGynV46nhuXZJzeefnr95tuHa68ePPjw4g8DKEkwgXIoSCUkVEH5joHh59/fy87v0OZ4pyWuZCqjefTR5e/vn0Nuu2NiZBLlFnRXMQvTc+Pl5Dn18PLeu2defQHvdoB1it59+7Dy8l4NUfk0AXFeDtCxrV9+fH3y4cWbrx/+/PvLxcYhxScmySfCjNEjBbljFI+GwGgIDHEw2gEY4hE46vzREKA4BBgZGP78+/vk+8+rX789//X7L8N/HiYmFU4ObR5uHtAQNdgCRkZ2JiZpNlYeJoaP0GXuoOYuI8N/MVZmGz4uKU58jRuwETiI//9BQ5KgBh3oKBNQu5+RiQGtuQ668Og/I6hfAJ6OAJv0n+H/mx8/N7x+u/vTN9AIMVgQQvxnYOBhYrTj5TTg5YHsVIaIY5LMjIw6PFye/NzrP3z59Bd6qRITI4MoC3OgII+9AD/0ggJMnTARRkZGCXZ2W16uR78+f0TqBbEyMupxsrkI8Amwc1pycFkKCTKAejr/vvz5ffbTl23vPy14BWqNCTAzy3OwPf75a/P7L09+/fkNXkrPxsioyMZixcv56Oef41++fwZ1JIQYGN0YGf5vYfwQwH0iReC6KJsYK4ctJ5cDMwsXAwPD9z+/X//69f0vaAkWDxOTKDsb5kwCSNnX8x/fZf35fRo+UfKXgeH3zyO/fp4UFJnFwaUJ8xYpNKRNCtqm/Pvb52W/fm4EaQYt4wLRDAx//vw5++3LbHYOU3YOlF0BEGliSCYmRnZ2CVbhql/c/n9+3/nz9/n/f1+YmATZ2PXZOPSZmTl/fLvx4V3x71+7wVMBICPB/jr68+dBfsHJXDwWjIzYKzsmFl7m/zL///0CjayDkhHTf9A8hgCsvQ0yCtRNAvdyoBy8FDjtMv6BJiWGf///f/n17cmn1x++feZm54J2M///f//t05uv73/9/cPCxCTAySvKI8jExMLPxe+v4+Sv48Tw/9/hu2fr9sx+9OElOGeA9IHyG3i50n/QwUigQP/99++sUxveP94mxSf66efXt98/QVr/DP//szIz+6hbVTslKorIMjAwinILivMIMYG7mvCoZ2Bi/vzz2+LzO6T4RD01rB+/fz7j5Lpdt0+9BF/Szc7MIicgHqztGG3oIS8kPTpFgDfaRyVHQ2DoAexl4tDzx6iLR0NgNATICQHQyoh3v36tf/122ZuPd3/+/gW+YYiFgVGUldlfgCdFUlSGC3RkOCMDgxAbW6KkmBQ764GPX17+/vvp7x8Ohv/qXJxeQgI2AvzcrNAzWEBLE2CniBLnov8MoMuAYWpBLS2GT1+/bT920lhN+dWPHwfefzz79fu7P3+ZQBeKMZvxcDkK8guyc/z482fFy1cTX3748g+0EAKmH0RLsTKniwmGiosIEtrFy8TIKMvFXSUv7Sn05e6Pn69+/fn1/58oK6sBN5cBHw9kydD/f5A9mGidEpBFoPU5DAwiHJxFslImPB/Pfvn26vefL//+8TAx6XJzuAnyg1cQQVpuoBbxsx8/Jzx9sfnD14+g0xtBJjAyMLAwMv4DHekI2nsA6v8wMPz6z3D9x5/rPz5Bmp4soNbof8jm10//+S799fnHmyLIJwBpyf36++foe9BVzVe///oOWhUO2sRsxMURKyZkxM+H3G4DHVzz6xKWy78YGf7+vfjz5zl2Tk2QVSB3Ecb//v39+ePCzx/H//15wcDwl5FJgIlJ9Mef2z8YONgZfkD8DDfl99+nv/+8ZWeQR15XA5clksHExMLBpc/AoI+m/v9/hj9/nvz9cw3e+ocqAPVJrv78cYCDyxDrMPbfv9+/ft747cuMP78v/f8P2tTOyMjOzKzKyR3PwxfBwiqC6VrQSnxIuEPtQKH+/P29/Pz2xv3znn16A1bF+Pvfn8sv71btmnnnzZM6l1QJftFP3z+vv7Jv2cVdt98++Qm+KECMR8BF2TTOyFtDXAlyOue////PPr1x+eW9X/9+MzCDRv9BM1SgMAXtLgYN/4M2q/z/++8fEwPj15/fb71+AEo54Ms0QA5iZPz55+eJx1duv3ksJSDBzsKmJCJbZBP57/+/ww8vfv8D6u2AlIGSL+PFF7fr9sx+8+X9mWc31l07+OXHN5BRDAzfGP6///bx2qsHn358KbKLkeATBfVCoNpGqdEQGA2BIQ9GOwBDPgpHPTAaAvhC4P+/779/f/z7F9I05GRmFmRlZYfN6f8DX2J1+P3HaS/ePwbd9gU+bIQBdID9i99/d3/6asvPI8PFxfD//8vv35/+/PX1/39ZdtYkMUFhVhZeFlZWJkZeFlbMIXZQQwWfmzDkwM1WqCioBcr4++/fp2/enPnwftLTN4e/fP8KWoEBkmdiYNjw/rP7py++gnzPfv1e+/4LZuufiZFBkpXZnJeLgwm0tAa1BQyaRsBo1THysbHbC7PbgwaBwdcqwRtSIDsZGJmYMLSAJZAIfjZ2X3ExX7F/kLOSWBgZWZmYIQ0puKo///4d/fhx44cvn/8xMIO8CZUBjeWCbg+AciEUEyPDX4gEhA8mQVewMYBvTwNtlgAJ/f////C79zWPX975+YcJFHtgwd//bv348vjXrx4WZmVexBZPRkYGZhY5Rkax//8fgtQhYUZGQWYmESQBAsw/fz5+/jD329ep//4+APXfQE1JBkYG9j8MzEwMXKC+yn/QngewMAMTsyQLRzgLK3rrH9T7BM36kJxe0BzHyMjAwirLzKLy79cT8BA5Qp6RkY2RkQtX9P38fvnrp64/SJeU/f//88+fs18+PWJiEuHhD2JC3TkN6qr++4ecohA2gVl///179OHlhx9fUKKekenX31/77p8NfeUszCOw+dqhhr1zH354zgCacABpe/rx5flnt+++fdLuka0sKs/MxAxZwMPBwg5d7Q9qeoPWfIGa/gygLjZoY/s/hnecf7+x/wN3HDHXbjHef//i/NMb5vJ67CxszMzMrhpWrEzML7ZOuPLy3j+Q3SCrQZiR8cGHF9tuHfv66yfooFrQ1mdIjIC6rL///N5/72yAlr0IjyAr+OhYkBaK8dePHx+cPvXjyWP2f39FNbWE9Q1ZuEATWRQbPGrAKBgNAWLBaAeA2JAaVTcaAkMuBL7++X3m46eNbz9e/v7j81/QRV0CzEzGPByhIkLavDwsTMxMTMy///599PPX+7//WEDVPYoXQc3e///f/vyx8+2HtW8/3f75C3LADi8zkz4Xe5yYkI2gAAtsPTFcJ6itAh78hItgZfwDjfr/B+3a/f+fAWnlDEQxIyPTbybGQ5++7v/y/fd/0Bg5RJyBgeHj3//r3n/Z+fHrj3//f/5HXyvEAB5Kv/3zd8XDFwIsTPLsbK6gKwv4IWP5jAz/GP4z/v///89/0KoaZkZGZrTGPWrTH2YpI4Tx48/va1++Xv/+49OfvwwMDEIszDrcXOo83IhAAJ2VxASdCoHoQSX/obVPwbKgPgfopCQGkJvAIowMDHzMTHqc7D///7/2AxTskNuewJcwMMcIcytyQRdc/f//79b3H09AnTekLgXInwz3fv55+OOnMi/YRDDx798fBob/jIygKR2wAIRgZmE14+HN5+S2QzICIoUgwfHFAF8E/+vHte9fp/37ew+kAho8DP8ZfrIwsnGxe7CxW/z/9/bv3+cMDP/A9445cHBZMjND3QzSQm3MzqHCJ9j+9fPM3z+P/f8P2d/Mwswsy8EZysMXzszMidVC0OmooGOFQOcvISv4///1L9BVyp5oHQBGBkY8rX8GBgZ2VnYDaXVpPtHbbx6B2u6QAAV15P5zsXKwMbMyMjC8/vr+00/wKDtEFtJJ+v/v6KPLF57dlBWS5gR3HV3UzNPePV18YfuDDy+43/5h+gdqmEMcCeoG/Gdg/Pf/Nc/fT6DLtRlR+htgRYyMDMpC0hpiCmyQncdgN+hLa/ioW7388u7l5zfglAiJuf98nHxmMlpSfKI///46++zm37+/4V0mRiYmcR4hLjZOjOIBbA2JxKc3b55dvfL0+LEXx478ffKY8+cPrn//v+nq8XR0sygpk2jYqPLREBgNAYrAaAeAouAb1TwaAoM2BL7/+bP19dueZ2/u//oDGjwEN8r/M4AalO/+/K1mZZEGr+1hZ2LW5ubU4vxy4dsvUCMB7B8WRgYZVpYQIT4VTo71r951v3j7Dunkn4///r789O3f//9KHOxy3KC9g2BNpBGgw91BR/+D2uPg3bYwy0FuBTVo3v/99/TXH8goOGSoFKaC4c9/hg/gfQiQ9gumxZ/+/j/77ed/0AWt3/d/+lr6+3eQuDgTE+P733+Ofvh48vO3N79B49N8zEyG3JwOgvwSHOin46OZ+e///6ffv81//nrt+8+vwJevMoCX7iiwMQcL81nz8bKCm8Z8LMySbOycsNVQaIYwMzFZ8/MFfv2+7cO3j3///QUPgLOAl/s783MJsjC//vX31R9Q30KcldmKl9tBgP/Hv3+nPn158uvXq19/GBgZZdlYLPi41bm5WGDnuDMyMipxsEuwMD8AxzLkHCRIk5KFkfHz379vfnznY2VlY2b5//fnp48Lv33u+Pv3AbLDGBk5OLmiePjCsfd9YEoh8QXjgWiw80EMZPz//28mZjk+gUwmZhbQKhXQAD+yPAob3FdEESGbw8jIDNrRy6H/98/Lv3/f/vv7/v+/v0wsMmxssszMPPDmLJr5bOwabOyuP74///8PfJcZJD39Z2BilmJl1cC6dRhuAmQt0O+/v++9eXznzePPv74xgpfa60mo9HvlLTq//crL+++/f/r19w8nK7u+hEqqqb+RjBYrC5upjJaGiOzJJ9fA/TFQUgcNx///x8fOzc3GCVruA7ZDnE+0yjnJW9P6/JObuy7O+87wFDTqD262gyYiGBj+/fujKigTpiN58OW1p59egXIK6PxRUO8AnAAYtcUU9KXUIAePQoJakJu/3DHBQEpty42jDz+8eP/9038GBmk+ET8N2yBdJxFuQQs53VWX9156cefll3fff//kYeO0kNWOM/LSkVSFrE0CO41k4vO7d69u3ri/f9+LY0cYnj7h/v1bgp2dg42VmYP9/7//v1+9/HL7FoeUNDMHB8lGj2oYDYHRECAXjHYAyA25UX2jITAoQ+Dnnz8f/vz+/vfv0x8/N7//BF7YAx9pZPjPwPiXgeHF779f/oLGsEFjlkxM6lycRlwc177//gE+iJ2RAbSEJlNcIEpc9O3vvxe+ff/49z/a3a2MDIyf//3/gTFyjxkkoJXif//9/Pfv2c+fd77/+PgHdKSJEAuLBjenAicnExMzNyenmpzsvZv3QYPxIJeCDoT8x8h46fsvvj9/zbnZr3z/9e3ff9AdZIyg63KZGBl+/AP1ZiCtNYiN4DX0oJN8IOv0IQvrQSt6GBhe/v537ut3jz+/X/76NeHpy60fv34GtZVA+hgZGFa/Ay0oqpCRUMB73v/vf3+3vHk3/+3Hr/8YmBkYmcF2/2NguPvzb+/z9zNefmBiBM1F8DIzm3FzxIMW3/ODewQgW+CYkYFRnpunUYEt+MuXhz9+vQLtt2YQY2WRYWX+x8D46s8fQSYmVQZWBXY2Iz5eQQ7ooLUfJ3hpBI7WNCMjk4OQYBsj44o3H+7//P3mz98Pf//9AR+n9ObP3+anbwRfvFPhYAsRETRif/kDdJXVfbh7IIz//7/9/nXh79/PLExIkwUQOVQStPf07/f/DH8ZGRhZWFU5uRO/f53+798ziNNAjU5GZlZWW04uL/CiKcxRaVTjqMSD9EMgDVxmZg4mJvl/3z/+/HHkz+/LoOP8GRiZmGU4OD04uZ3AJ3ui2MrKJiog3PDtq9nP73v+/X0KOhaJkZWFRZWTO5STy4EJPG8AWmcPapWDoxxZ93+GV5/fLji7aeG5bfffP//1F3QMFCcru7aYYoZpwATvwn+MDB++f/799w8XK4c4rxA/Jy/kPFkbZeMp/qULz249+fjqq6/vv//5xcHCpi2mmGTsY6dkwoa0zIaFmdVYVsdYVueOyK4bt54z/gdNKoBa/+D4/fn3j56UarZHfOuJJQvObv3+7y8DEyvDv98gRaDuwd/Hn159+P5FBnRfMMLdfJy8oQbugbrO33/9+Pb7BwPDf242Th52bkhs6ctoakuo3Hn98ND9c3ffPmVhYlYSlv73///vv7/xnGGKMB2V9ePbt8fnz93ZtfPjhXMMTx5z//4ty87GwcHOxMUJnoVj+PH3388/f5gEBJmFRZhYRlsjqME3yhsNARqD0SxH4wAeNX40BOgSAv8Z/n/89evQ+49b3n+8/eP393//fv5j+AC+qwu0KgbsBtBJmwz/BZiZjbg4xMG7Y//8+3fr65fJT1/t+fTtJ7j1zwAeYnz759+2D184GJnf//17CXJFF9gEOMHNxGjAyS7GxgJa/4196Pj/e7B7Dnz88uQXyD3Pf/998+cvaOCdgYGdiUGdgy1GmN9GgG/Ph4+3GRmZQSuCYG0sJsb/TEzfGBhUOdkjpMWe/P7z4ufv93//sDEyirCwvPr1a+nbT9d+gM/VBzuIiYFBhIVZmZ3lye+/z3//hZjyHyz17z8DGxODJGhI/v+xj5+3f/z29R8Dcmfmx3+GM19/3vr+A38H4P///+/+/P31D9TKh5gPau+Ch7f/MTB8gq3defvnz+NfXz79/dvJziYBnmABuwKF4GZlsxQUsgSJga5BPvXhw8yX7459+fEFdB4qaDk3HxOTFc/HHClRfT4+SJMRpBbUNQLRmJidhdVVVMRaUODznz8XPn3uePb6+o8/TAwMv/8zPPn999GvPxe//zr19Ue+8HMHxn9wxyOZAzoK9f9/aIcQLv7n94dfv27++/uC4f8fRibu//++//ix/8/vGwz/waf7M8uwsFnz8k/49/fR33/PQHcRMHKxsulwcrqysitCmuNwozAZf/98+fPnGegiAtBwOx8LiyQTBQuEIIPxoKT779/Xz9s/f6z98+ciKGXCLP75ffWvn2l8AiWsbOj7eplZhHj4Ynj4wv+DbpD7wcjAzMjEjbxaCbT7FtTfhJkFoxkZGY89uDDt5PqH75+BZhjAIfvl57eTDy+9+fpBil/UWc1CWkD88tNb224cvf3uyc9//zmYWVSEJF1UzAylNXUl1T7++Pzx++fvv3+ys7CJ8ggJcPGCzIGZD6f/gQ4UAic1sBUM4G3AkB7v73//+Nh5k0z8Pnz/suP2ifffvzCAVnkxMDAyyfCLe6tZSfGJMmPLnizMLLycPLyc6NN3v/782nXz2ORjq08/vf7l149///+BdyPwe6paZFoE60mrE7MN4PevX+/v33t55tTjPbu/XLnM+/uXDCsrBzsbEwf7f1Cy/P8dPCLw8x8oxD//+sXJwsrEL8A42gGAR/koYzQE6AJGOwB0CeZRS0ZDgJYhAGqe/vq15MWrWa/ev/4DWusPWuoNain8Y2JkZmZi5GFkZGVk5GRiVGRn9Rbk9RYWFGAHncj+7e/fA+8/7fr07SvqQTrf//0//PnH6a8///z//xs83Ijm/D///5/6+r324XMpNlZrPm4Tfj4uyFJjsLp///8/+/596tMXa99/+QCbJQA3pEAtqf8MDN//MVz69mvKn3ebPny++OX7qx+/mUC9E9AaB/AuXdC6CObfv4UYGOS5uJRgW5ZBfZP//37+/WvIy7P/w6fHv/68//OXmZFBlp3VjpdHlZNt5/uPs159BN0IBt5Ty8bIKMfK4i/EGyYmwsLM8guyjB1kCsgZoPYi2LWMDAwffv++++XzJ/DJPNxMTBLsbPysbP////30++eP/0yg9ff//2lzsmtxsF798RtyW/B/cGONGdzUhTTMQIYxglZzPPr1+/Wv3xLggXuQIA78n4HxxY+fU1683fXxG2jWA2zgn/8Mb//+2/7pmzTbezUuLk74Maw4DIEJM3KxsHKxsIp9//ELMiQOlmBiYGBiZPzPwPD8999rv8SdBVOZv//+/ecKAwP8HBh2VlZLbp4kFlbEXuF///98/3L08+dJH39eZP3/hpXhByMjK+j+2f9fQd4D+xaUKn5s5uTO4ResYmbh/v//H6jViVimDrYeg/j75/Of309//jz/49vaP78vwg7e4WNlM+fmSeTgsmBiZsfQhCIATiYMoI0bMGFw0IHdBBr2/v3z55E/f66CjgOCioHU/f//4ef3jb84PVlYbTDOAwWlOJAHmViZGRCBANIGxuAYBrMwiH/gi8dA8QbvnjEyMDAxP/n0+tLz22ay2ntun2w/uOjiizt///4BnSf7/z8jE6O2mGK5XUywnosIj5AIjxDcVNA2ECQ3w8VBB9+CFmCBwh4yBwDZEg++PwO0qcRETmdKQOmJh5fuvH36/PObn39+i3Lzm8vqmMrq8HJyg5wHNgu0d5jQ8Vxvv75feWnP4QcXQCcFgT319//fZx9fzz+3jZmJqcYpWUZQEleA/P716+OjR8+PH3159PCvW7dY3r8VYGGRZGNjYmf7x8Dw5///76AjB/6D2v1//339++/jnz9vf/95/+Onyq/ff/+BNsKAnTlKjIbAaAjQCYx2AOgU0KPWjIYA7ULg7///T3782Pfxy2vQXl5II4IRdFb4vz8sLMwmXBwp4gLibOxczMwSbGyCoKY/RA3D3///vvz9+wfcZIQMmcMd+Z+B4Rt4YBuqFC4BZnz99//U118nvv5kZmDY9P5TpvjPCHFR6HZD0CDfyW4/aAABAABJREFUv8tfvmz7+PXjP9CtYWAdCAJi4F8Ghru//tz79ZfxH2QbANx+RlD77j8Dy/37Jn9+oZ7eCNqEyc7CbCTAZiTA//vP7y9/QK3xn///nfv8bcaLt/d+/PoBnscQYGHy5udy4OfV4OaCLDT6+/+/rQBfwPcf2z9+/fL3/x9Qawo0FcDGyPjl37+pLz/8ePEOvDToPzcTkyYnmxs/z8e/f458+vLqz/+/DAwcjEzSbMyWPBx2fJw//jG8Ak1l/H/758+1778/gXo44LYSqGvxn5OJUYeTXRwUyAgvY2eB7iD7A9qNwMgIP8MFtAOCgeHv///Pf/358fcfJ54NxUiGgiLw/z8GJmYeFmZRZuZb//+ARozB2zZBBwf9Z+BhZpDjEBITjP/Ha/frx+m/oOUubxkZ2JhZ1Tk47dnYZKBdIrCZv348/PSh9vfvw+ygTRQgIcgtuSAWJPLA0x///3/6+WPz71/hLKx6oM3cIGmc+N+/39+/Hfv6acbvXyf+/X/B8B/pwlqGZ3+/3fjz+zID0yxOLkNMo/7////r593fv67++/vmP8M/JkZ+VjYNNnZ1JozeAiMTCzOzFCMjx///8B4O1En///8A9zfgyQwqjqs5C5XGS5nKarurmq2+uv/T98+ghTfQwGFSFpLSFlf6++/v7junr768D2rdQvbKgzpj/6+8uL3w3DYjaQ11cSVmiDi4dwXuAICM+Pcf1IeHO+zzp0/fv4I3DYMdA+kC/QcdEvXvNzj9g/ajcwt6aYFOsQIrwUVAUykuadCCQGY2HlZOcHcDrgp0+8a/f39OP7n+6MMLCX5RtEkA0N3LD+4/OXL47akT369cZv/8iZeFGTSoz8PzHzR88P8beLwf3Pr/9xnc4v/wn+Hdn78f/vz5+e8fy79/aqDDTOHWjTJGQ2A0BOgERjsAdAroUWtGQ4DsEPj779/j79+uff3+8vfvf/8ZeJmZVDk51Hm4uZAG3RkYQM1Zhv+gEzwh9fx/BmYGFmZhVmZPQR53YWHUljTULdwsrM6CfLd+/Dr8GXTU5l+G/4wMjOyg8XfQID24mQdViTxeDhFnZgSthv/PwPDs998zX757C/8RhrkHdN48qE0KahSB2jJgM0CbE8EDxQzg4XlpVhZdTrYnv/9c+foDdNA+aAgZrA7SBGYEnfwjwIp1PPj/p1+/jnz4uPfDl6egY/v/f/r378FPSEOcATIk//Xv/6e//ihzsCvB9igzMzKq8fI2sLOFfv367OfvV79B5+EIsTDf/PZj2bvP13/8BlkLan0xvP3z99Hvb/s/ff8LGraE+5vhwnfQ5Vx10iKeosJ/GEBHCX34/Xvnu/db3n9++fvPZ/CmZElWFjcBniARITFO6Ap+sJewE4wM/yTYWJz5uR///vD2z/+//0FrvEGBw8CgxM7iJsDLy4al+f/33993v35/BvXaGNiZmIRYWblYQZcg/wetHmJQ4uaukBGf/fLN+W8/v/37/xPcAZNmZQ4V5gsXF2FlYWFgUWXnUMXuIJjov38f//97zsjAAO+WwGQwachRp5DpEJDs3z+f//55DeowMDIxMfGzsIgygtu4P75f/vSu7M+fUyBFmBh0EcHNXz/OcXCi9yX+/vn65dOKb1+m/PlzA3QBMKjnxsLEJM3BFcnLn83GLg0f4QbdmcDEzM0T/O/fm+/fFv/794IB1A34B7qimFmWizuVncMUY/gf0ykkiMgKSXV55dkrGR26f/7Jx1cffnzhZGXXElPwVLUQ4xY6fP/8448vQT0rSIaEGgyaJAJd9Pv1g+r/f8ywMAbNY8CUgfIfOClCdFy/ePn+zdtMf/8xsoImc0B7ABjAaYWRkV9MhImFGdTxBFkDUQ4iIZkPrSsFNh7JXJBCdCzAxR+q53zr7eMjjy79+oXopLGB/SXCLQDvsfz7///t7VsvTp18dfjgr+vXuL595WNiEmNjZebh/vcfNN7/7e/fH+Ah/29//335/efdj+/v//77KyDIpaJx7+bNj1/eMf3/z8LExALyhRgzG2hCEt01o/zREBgNAVqC0Q4ALUN31OzREKAsBP79///q54/1r9+uevvp/s/fv8DbLVkYGaVYWYKFeOPERcXBDU0WJiYVLq50CWGe1++v//gFGuH+/5+HmUmLky1QiN9FWBBr65+BgYGNicmIX6Cdg+P2t+8vfv/++OcvOxOTMAvLs5+/lrz5cBVpnT0jAwM7+L6qv+AGF6QdAWrTg1vzgizMbEjLMtiYmEz4eGNFfq599+n1n78/wUsWuJiYJFlZJFhZeJiYVDnZnQVAw/PXv35b+Pz1TibG1/9BKzFAw7PgdgoDI8N/Jqb/EGuQwvDf//8vfoAWF6159+U9eMUORAkzIyP4tiyo0p///1/+/uvKt+/qPLyg+QSoMAMfG7slePMDWOD/7z9/Zz19/gN0Kj9SAwpkIiNoRyfonB9IZwek/D8Dw8s/f69+/+H6n4GFGdQ2FmVmiZFkDxAV+fL371fQ4T3/BVlZBVnZIFtgQXpw4////r359evN79/m3Fyff3++/P0PBzPnv/8MHEyMapxsHoL8eny8iNNFweb8+/fv5tcvy169PfH5x4e/oI3M7IyMKhysYSICTkKCkHNOmZmYLYSEtHl5Xv789e73n6///nIyMcmws0txsDOBG+JgkwgQrKyyrGz2f78/QlopBNLCyMAOPnYV1C5kZORiYTHg5i1kZ1cFpwiGv3++fP2y+fvXJX//3PoPGuBnZGQSZmd34OZNZufU+vfnxb9/T0Cm4MCMjPzMzFiumvr5/eLXL71//1xH0vfn37+H379OZWZWYGGNZ2JCOTqGlV1KQLiOid39z6+LDH/v////k4VFiYPTnp1Tm4GR5d+//0yE1ikhWYTChKwgQ9vbLcQjGGviG2vi++v3z+9/fjL+Z7j9+uHs0xt33z3z6uv7H39+/fkH21wBGroH3dMswS8aquOkKioPP8oJxRrI3A2SEKg/gJQ8wVM6oJzBxMKsaWHCzoWlqwmePWBEMgOF+f//vzuvH515cu3xh5e//v7mYedSE5EzldUW5RVmYmJyVDVXFJLecfPYlZf3nn16/fX3D0EOXisFXV8dByVBmT+/f7+5d+vV6VOvDh38e+cmx+fPQkyMnKxsTFxc/8BTf1///vv+9x+k6Q8a7//58/2fv7/5+CXtLO3s7VVMTfnFxXuysy4fPMT4D3QeAPO//2L6hmx8WBZfMYyC0RAYDQFagtEOAC1Dd9Ts0RCgLAS+/Pm9/c37yS/evfnznxm0ogNUqf/+z/D415/dH79Y8XKLc3JAml/crKwuIsIm/Hxvf/3++OfP7///+ViYpdjZBVjZIOd74HIIIyOjKAenKOzMGYiyf//+GvFwQvbvvv8DOoFcho1VhYPt/o9fmz98fvLr71+G///Ax/OLsjC58XNHignxIq1WZ2JklOLkypWR8hUWePHr95vff/4xMIiysihycgizgsarQSedgzsM5mzsiqyszAK8s/7+4wT1J0BTECAfMYJutQL1ByAOgpF//v+//uXr9o9fP/zDsrgIogpkDGjRDiMvM2R8GiKMSTL+Z2SUYGMVYGZ89hs0UQHpeoA7WaADhUCr2kFOgTa+GBkYeJgYZdjYWMAuhxrHyMTDysYDGan//xe8ZxcUR1BZbNT///+ffP+29vW73R8/vfr95/d/pn8M//mZWVy5WSNEhWQ5OTmYWTC7EP8ZGO58/VL/8NmhLz///QdFKejs+v8Mt37+vv7jFxsjg6uICNh2kJW8rGzI0QESIgqDV5gzMLCyiogIt3z6ovfj+54/v8/9+/cUNLjOLMXJlcnKpv//32vw6f4SbOx6rGxy0ED79/fLp1VfPlX9+/cSYdW/x9/+XPjz554A0xQWNmVmFt1/v56Dh6sRSuAsJiYJFjYltEFrUJuZ4Q/qeiGojv//P//+ffnfv59oHYB//35+/3by97cVoDVF/78wMDD++3uHkfEPEzMfG7s8ZDoCagSJFCz/QbX9+/fvw/dPLz6/+fTj6/////k4uGX4xRkYGBae37bowo7voAN2wE13iPL//8V4BJ2VTPQkVExltczkdHg50DfgQhRikqCrsSGhDNrVA5pVAx3HxAC6BhiUCUGZBEuS+/fv78vPb198evP9z09mRiYRbgEpfjFONs4/f/9sv36478jyU0+vf/v1A2QcEyMfO7edvH6BdYS1khEHK7uiiGymSDj4/K7f/xgY2FjZGH7+/vzk8dWti14fOfTv7m229++FWZhh7f7/v/+B1vn8AG3q/fv9778vf/5++Pnr9fcfP7i42OUUTIOCdZ2cJJVVmJlBZ3R9//IFvDUFlK1Ax0mBtl2D+jOYHh8VGQ2B0RCgKRjtANA0eEcNHw0B8kMAdDjL3783vv/48BfS+kcxigl0GCVKxc/IyCTIxi6IGOFGUY/BAe0JRGtvMTAwfP/z+8637/e+//j6758YK4s6J5syB7scJxc7CwsDI9OPP789hb7e+v7j9e8/P/79F2Rh1uLm1Ofh5kZq/cMtYmJkEGFl42VmUedi4GJi4mdlZcA2CM3BxMzLyPT/3z9QiwA+4M7ExMDE+A/L1sD/oFX/4HY53CI0BgcjozI7S6SIgAU/H6iljCaNxGVlZnYVFvzHwLDu3cdn4GU8oOXUzEyGoFOSWA5//nbvx+8v/0ELaSCaOBgZ3/z+c/nzZ1VuLg6k4xohsqBdnlAWTuo/A8O7nz8mPnmx4t0XBoYfbIx/vv0HbdN89efvs7efBVhYMrm50Fr/oGVT4OXh97//uPYddFcDCzzaQWePMr74/ffi1+9OQv8gDSycduOW+Pb715lPny9++fYWtJ/hvyAzsy43jx5XNNt/7r9/bkH0/f/3+ffPA0xMgly8YWxsohBB0AFT//8yMjD9+//79+9r//69gYvDGX9+n/n96wYXj5OAUNeXT8o/fqz5/+8VXBbO+Pfv+V/QuUDa0LYuWIKRkYGNXZ2N3ePH96X//30CicH8zsSkwMZmxoQ6/A/KMp93f/5Y8Re0DxikHIT/nP/1c+evnyf4hTrY2RXh3SSQFCkYPKwO1fD7z+9D987OPLn+zLPrH8EdAC42Dl1xJVNpzTNPb/wGbfkFNXahqkHryP6LcwvmWoZaKhrgT5MILUgsiKdBd3+BGuygA7MY/jP+BacMJFUI5vuvH9Ze3rv0ws5bbx9///2LiZFRmIvPTl4/wcRXTkB83dUDJx9fhW7zBQf3px9fttw4wsnKLisgoSIqD5nlYGJiZv/P8PHRwwdHDr8/deLn1SscHz+IsLJwsLIx8XCDxvtB7X7QOp/vf/99/wdq97//8fPtr9/f2Ng4ZOVV7ey07OwVdXV5BQURLmNg+PLp089v30EruUAZHtTTBt2KDfEhsrpR9mgIjIYAjcFoB4DGATxq/GgIkBsCjKBze5hUONjFWL4++/0XNNIHNoqFkUGWjdVPkFeLB+cNR2CF+AjQ2Op/0KobuKI///7d/vpl4cs3Oz9+e/0bdE0AEwMDNxOjHhd7qriQk5AgKzMTBwurkYCAkQBEE2LlN4QPJ7/++X3yw8e1bz9c//7r61/QBIIQC7MVD1eoqKAKDw/qFkMGdjZWKw1VwQtXf4D3HIMMYWQALSBnZmIDHd8JEoBjVkYmPV4eH4GvS95+hlxLDJeCMDiYGN35OLMlRHX4+JAX/0Bk0UjQhbts7KES4p4iQp///PkEmthgEGBhEWFjY2ZijPn+9crnzzNffzry5SekffLk99+uF+8WvPkYLMSbJCEqzsnF8P//j79/foFc/p+NiYmDmQV/8+7///9vfv26+O3nb9AKe44f4CU1EFd9+/fv0tfvn37/EUbtWoA6aaC13wxirKwSrMwv/4BuaWUENf0h+hgEmEEXHsMXZ0NFiaZefP82BXxe07s/0P4WEwMDP/MHc84n0eyLtFluQkz6///zr197f/06+Pv3NUHhFhZWaKuOCbyBmZGBlYlJiJGRHbzRFqIDSjIyCjMx8TEyMXJw6bGx933+aPr1cyPaZWTgGQYVZhYpzNBjZRMXEG779sXy18+Df/88+f//AwMjOwuLBid3GAeXNdpNvf///f3z69K/v3ehdiOov79+Hvz54zQrmywTIxWWm994/aB5/4LD98/9+/cX4ub33z49/fBy5+1TnKwcLMwsf37/AJ9DCkk4/xkYmRUEJAW5+P+BTuWHCCIcR4AFnvABZX9wpv0H2t0Pyrl///9jZGRgBa9GQzbh//9/u24ebz+4+N47xJqrt1/f33r98NrrB5X2cZws7OiphZGJ4f/fiy/uPPr8SlFcgYGB4d3tWy9Onnh39PDv61d5vn0TYmbiYGVj5uP99///r//g8f6/f7//+/ft77+vf/59+P3r7Y+fn5iYuRQUVezsNW1tVY2NOUGlE7K7oOyrp089vgM6FomNiZmRgZGNCXRAGYkhAjVqlBoNgdEQoASMdgAoCb1RvaMhQNsQ4GdlCxUXkWFnPfr568tff778/cfJzKTGwe4kwKfPx8OOOB+TZGeANx2CFrJDdP4Hra3/Mev561XvvvyBnf0COeH+9NefYm8/GvJwi3GiFRfYa+3Pv3+vffl64ou3T3+DVj+DFk6ALswCHZjz5s+fKlkWUcjNVhCLQTs0maSFBNlZWL79+g0bNWVkYGD89vPXnSdPlaQkYQpBNGjBEjuHmwDv3o9fb/38y4rhhF///l/6/uv0l6+qPNzsyGt1QLpxYEZG8DIeNhSbGBjEOLmZvn5/DL5vAG4PaP3V778r3n5SZGM14P299d2nc1+/fwR1lxgEWZhNuDn9RAQVuLiRR4uRbWVkZORlYZFnZ7kM2l8BUgUx+d///9zg1f9cGO05sHbQOK02H2+tjPj8V++u//j16e//L//+/QWf0CrOyvz937+Lnz6qcHFxg04v/f///1/win+I2WADwOfMgOZXQCZBRUDU/3/HP3xcDTqt9T8z0mFEH//9P/BVSIFBU4X5FAfjD1DrE6SagYHhz++fB3//esDCKgCfhvnz+93Xz2t+fl8B2vsLVQaiGBk4WNkcuPnyOTgNIB0WJmZ2XoFoFlbZb1+W/f1z6x9oKuA3I6MQK7sNN28CB6cuJLX8B/sLNEAMMoaBhVWATzD2//+of39/gKxgZGZi4maC3YUMVgIjGJmYWBQYGfj/M4A2KsBEQTQoLMCru0AcivGn719ef3kHMgY+qQWyALRGx0ZeN0jL/tyzWzdfP3z99cOvv78FOHnsFQxjjbyUReUgg+sgjRj437+/r768e/v1/e+/f9lYWMW4BYV5BBkZmQ7t2vPty1cuBmbI2jbQzB1o7J/h779/y8/v3PL3phCPgIGkqr6UOhc7+OjZ/wxffn3//ucnuGcCmikE3bQN2mH+/+KLu9de3vdRt3ry6dWeu2e+//wGWpHFyMTAxMTBzWsopc767M2N4ws/HDvy79ZNrq9fxBiZONlYmbhB6/t//fv/7Q+o0Q8f7//4+/frr98//Gf4y8+vFx7s4+WlqKfHxUvgOjlGcORCcjrj/398ouISxqaseK/hwwiqUYHREBgNASoAtBqdCiaOGjEaAqMhQK0QYGRkFGBj9xQTdRcR+fXv75//oFYaBzMzaFQYxQ7o6m1wlQ9uiaDIEub8Zfj/9vevW99//QGNTKOr/4V5TRS6EigfdDbIr5+HPn159ucv8q5cBgbG3wz/H/78/f73b1HUXYv/GRj+/v3L8O8veFUAaAsk6DwbRoaPX7+dunrNzcwEajSMYmZi1OHlTRP/tfD1h9s/kWZGwAr+MTA8/PVn78ev7kI/pWCnEoFlSCb+/Pv/7NefN6D9Cwi9oHPeGRje/P034eU7llfv7/8EbbeASx/8/P3i1+/1cpLyOBo0jAwMEpycRdLiYqzvTnz5/unvv2///rExMsqwsfoK8gSJinBiTHrADWdjZrEXFjbk433z69eedx+mvfrwEnTnA8ONH78bnr7lY3pnycORKiFiwMcPXulObDIAXykFtwTKYGRg+MPA+vEf7x94Mxwqw8DIyM/IiNh3+/fvz08f53z73Pb//0eYEijNzGrCJ9jFya0L5YMpJiZWbl5nTi6bf+Cz4Bn+/2Fi4mFmEWFkYv398zH4Bt/b////AA1ts8izc1izsatC1kQxMjIzs3AzMHCDjcFJcHC7///f8P3rvL9/7oJvAv7DABolV+DkjufkdmRigmzXwKmdSAlFQQl9CeV775/++PMLtCoHou3/Pw42LhMpjQgDj0SzgK8/v3/++fXPvz9cbBxCXAJsLNCZh79//9x98/jWm0cff3xhYGAQ4eZXEZb99///2st7N9848vjTqz9//7Iws0jzinirW0Uaerx59frfn78MLMyQTP6P4T94Uz3Dn3//1l7Y/ejVf0ZmZkkeoUAt+xzLUFUxBWYmZhMZLUMJ1beg7scfBiYWUM76/4/h339OFjY+Th5bZWM9afXdt09dfX3/xfcPb9+9Znj5VvPNL9OtVxneHPv58aMYMzMnG3hf73/Q+v4ff//+AG/tBa3z+fvv46/fb75///DvP4OwiKydo7mtnaqJiZSKCpEJjokJsg0b1BNl/M/AzsbOIcDPxDLaFIGkoVFyNAToB0ZzHf3CetSm0RAgNwQYmZgYObCNZ3/5/fvyly+Xvn4DHScPWrnBrM3FYcTHK0DUToD/DKD9pKBxYRYGRkFWVnVOtqs/fn39h9iTx8rIqMrO4inIJ4JhIHhdOkgvmqeYGBnZmUC1+1/YTAIDqMkCOkpfmYNNCMd5f6A9AKCBX0grAkQyMjH9YWD88e8vy///LKBxcZAg2D5QpyhSXJSdkaHz2dsX4EYw3A2gUVLokgmoergUqQxm0JA8hyYH65lvv36DrxeAmMDBxCjLxvLt37/7v/4ygU4KQlj06z/Dxe+/bn//IQ9a/4AQh2iEkEyMTFp8/PVcXG9Bxy6BZnXYGRkl2NnE2NnxLE8Hjfn+/8fIxMLHxs7CyPjg12/wen2QkX/Bpy5+/fd/3YevLAyMTZwcguyofSyQKgbQdAOYgUIwMpny8Xrxf90Cvh4BFHrggX1uJkYrHlYPHlFuBlnGf69AV/aCumbcLGzmPLwFbOzK8Lj69+/bn18XMVv/oO0B/16DTu4HrVSBDPgibGZiZmdiZmdhgF6D9f///2+fD37+2Pbn1xHIIiLQ8jJGFmYWXR7eYh6+ICZmhI8gQ+BYh9KZmJjY2YTZBDO4uNz//Hn89++L//++MjLxsrJpsrGrMjFBm+AId5DC+v//382X9/ffO/fk48vvv388/fSGgYGRk4VdgIMHvLCHSZJXyE/DJtbYm5eDh4mJiY2FTZCbH82Gj98+Lj23fd7ZLTffPv7x5yfDfwZOVg5ZPlFmZubbb5/8+PUdFPyg/d0Mj989O/P0xpNPr/5/+wCPO9D23/8MoB3r//5/5vz/lQc0k/f//79nH1/NPbNZgkcoyypMiFtAT1qtyzN36YXtB++ff/n1/ddfP5iZmOT5xcN0nf207Hk5eXk5eRONfT88evDw4L535x4x3X4q+PUbNwsTOwsLEzf3P4b/v/8xfP0DXd8PWufz7++n33/efP/x7vdfJjExSWs7QysrHXt7cXl5NA8S5H799PHf339MoOQEUsvMyAAqhag3OQMydBSPhsBoCBABRjsARATSqJLREKB2CHz9/fvpzx9vf//5+/8/BxOjBBubBDsHuJlLrE1//v+79+XrgpdvNn/4AlmyzwBqjDKIszCHCH1JkxIT4wCvB8BiHuj8lAufvpz/+u317z//GUCLyPW4OY14uQukxVU52M99/f4GfHYnHwuzPheHtxC/Hi/KYZoQI8FnjcNbJhAx0L2z4uzscWLCf/4znP3248vf/7///2f5/1eShcFLWDBCXFiEAzF4DOtCgJanMPyDXAUKbzQz/mVk3PDu4/07j8QY/9vz8dgJ8vOBOyH/Gf6///lz29v3y958fPv3H1wDxAVsjAx6nOxRIgIS7AiLIFKkksyMTEYCAh3MzBvefrjz89ebP3///vsvzMpszsNlz8+9492nKa8+IC/iB231ZGDgZGLgRu+qgZqsaJM27CysUiysUkS7CaQd1KsCafj0+/e9H79+/v/PAhueh5zZ/4eB8S54jgVrBwCkExuW4+ZpUpR1ef/h2vefL379+fHvHx8zszEPp5MgvzBrzq/ffn//vPj79zUDw39mZklWdi1WVuH/oJ7jX2bw6n8mJk4WFvVfjFyQhjuyDf/+3vnyuY+FVYqdUw3UrkWWQ2X//fPx25eFv3/tgd/gC47WP3//nP/6ZSYbhwkHpyqiO8mIozMDMxO0dZhDkY1BESZADfr/v61XD7YdXATa4/sH1HAH7zBhFOLiizVw99W05eXgEeMWFOMVxnXkLsQRJx5ennhi9a3XjyBcBgaGzz+/Xnv1GcRlZELskgf5n+nPv9/7751T/giSZWQEzTSAe2igGQCm/wxf2f//4GQE3QjAwMjAxPzj949zz26+//ZRgIuPiZFJW0q1RULpw/dPH759/vLrOyszswA3vyC3APN/hje3b706deLTyRO/rlzi/fZVnpmFg5WFiYvzL6jdD7ppG7TIB7yv9+vff59+/37zHVRSfWNn51NRN3ZzswwMFJOTQ8/5IA8Qxv/+/Tt/+Mj3L18gc5VMDAxsjIzknstK2LpRFaMhMBoCeMBoBwBP4IxKjYYA9UMAvEH208o3789+/fERfJI9GyODIjurvyBfkKiQCOpxnLit///x1+/1b94tffsJ1AZlZISsbPjPwPD6z7+jX767f/8pBjIK1I6AGAJqhIKG2RnvfP06+/nrHR+/vv0DOvOFAXyQvwgLs78AT560eKas1C/Q9T3//v0H7WqFLEl//uPHwx8/P//5y8QI2iOrwMkhzMaGdQgWfJkoi6WgoBYP9/Ofv979+fPt719ORiYZDjZpDk60Hg5oVBvShAUNbP4DtfAgA4GMoEbBPyamB7//Pvv4jfHv7x0fv8Z++54uJc7PzvH195/lL19PevH+/d//iPNwwA1MKTbmaGH+APAqfHALA+J18kkWJiZtfn5tPt5f//59/wsKLg4mJk7w6aJczCyv//zd9uHLp7//fzP8Z/jPwM7EqMXJliQqaMDPB3YO1F6wn5BW0UOFSaDAK7BAgQLRw8fCasjFeerbz09//4NGUsFh+I/hPxcTozE3uzC2E5kgGnGR/GzsvuLivgz///379+8/AzMTwi52Zg0GBg00jYygoxuhG0iYmTl4+JP//n3y4/t80LohFKV/f/869P37YTZ2ZUasS/ZhisFB9A+0Hh0mAqf//Xvy98+r//9VYN0fBsg+AbgCWjA+ff905vG1m68fgpvOLHIC4kIcfPPPbj395DroXH+IX8BN8nffPl15eT/NPEhZlKix8H////35+5eRgRExywaa1WIGt+4hq+BA/Rtw+gF1s9hZ2VlZfvwEdS5B8wKgW8BAk1H//v1n/PsPdBMwAws0aQnxCJpIqfNz8sLDh4mJWYhbUIhb8PWPjwdunnp87ZLg/eey915w3H/I8+2rKBMTJysr7Pz+/z//gm6e/gZK56CtvZ/+/H3/89frHz8/MTOL6uga2Npq2doq6umxI3XgyQt5Rgao10Gr6f79lTQw5BQVhazyIs/AUV2jITAaAuSB0Q4AeeE2qms0BMgJge9//xx896Hj6aubP0E3TUEWRnxhYPjw7df3fx+VOdic8a4DQbKS8dvfv49+/v4JPkYG0cwHNSZAg2psoOYSqjBIhOnTr1+b37xf+/7z9/8M8J0EoLMp//w7/uW7x7dvYhycbMwsbODW3X+G/0+/f9/w+t2m958e/frz8/9/JgZGbiZGdQ42A24OARZmKTY2Qx5uOS5O0Pg0kuNA68TZ2PnBA/bIwmhs8EZVBsZ//0Ctn3//wEOqMCWgJihotTAr6OJUxjd//i1+++nzv/8xYkI8TEznv/74CLoHAKYYQjMyCDIzOQvwKsBu/4UIU4FkZGJjZmJD3XKtzMNbq8Ae9vXbi1+/34IvOpBkY9Hm5pLl5ELre4DHSsEBSr5TQLui4bq52NhSpcWlOdh2ffj85s/fj3//sTAwSLKxePDz+ogI8pM/9cHIxAQ+qh1uE3EMVjZpdg7nnz9Wg47oQdPy//f/f9/+w9p8aJJwLgsrHwdXyJ/fV/78OQeaFwIn4///GZiYeNjY3Vkx7geAa6Q+4///ay/u9B5euvXmsdffPoIOomUErfMR5OT98uvbn/+gm7xArmNiZmRi+weaCvh9592TJx9eyglJs6KmEPAiqH+gNTqgrAd1qb6UmrOy8cpvHz59+wQSgkkJcPGbSGn8/Pvr+ee3H358+f33DwcLm76kSoCC1fHdq16DG/mg4X/QPgDQpdm///4T5RKM1LN+xfTt3/9/0nyibqrmzqrmwtyC4PQGMpuBgeH3r1+Pb1zev2npt1Mnld9+kfvLxAde38/MxfXvP2h27if40q7v4L0o3/7+/fzn74dfv9///P3i969PMkJGTn5hfqGK2jocXNDpRNA4AsN/tIO8oJYRQYEa/YzgBYLgwonpPwO3gAALqNAD84kwYVTJaAiMhgC1wGgHgFohOWrOaAgQDoEvv/+c/vz1/q8/4IFbqHpI1ffrP8MPyKoaqDA69fffv7e/fr75/fvnP9C1AL///pVhYxFnYXr5599f8AgqaPSdkVGdgzVcmF+NG/teye9//z759evnfwbkBiloaJGB4dGvPwtfvWdlZDbk52VjZvnP8P/dz1+LX7ye9erjl3//QIPCIBf9//Lv/4vP3w9+/s7IyMDDxGTMxZ4pKWwrKIh+sCBIMVEY3Kz5/+/PHwY2FlBPAKIJtBwCdDgJpDHNyMDw5s+/JW8//fj7N1VcWIKVmY2R4Qf45gBIC+r/f9CJpTqc7OLs0HXe4LDEs1bk/8dfv178/PXtH2gRES8zswQ7GzdoAy4kNiCOIEDysrKZCECtI6CUMmn0/hUDgxA7R4ykRJCYyNc/f7/9Bc3M8LOw8BG69I0yV+DUzcjIwMFl9/tX6o/vS//9ewE+/hI0hM3IKMjOEcDF7YH9xB4k8xgZmXj4vFhZ5b5/2/rnz91/f18yMPxhYhJn53Dk5PZiRbp2AEkTscyP3z49+/T6C+jEGwY+Di5JPjE+Tpwn1fz683vD1QMrL+/7+usbKO2Bk9f33z++//7OAOoHsvz++/f/vz//QScw/WJgYOBl53ZSNFYQkmZGX/cFch7SHV4gLgMDg5SARLNbhom0xp47p599evPhxxfQ6nwBiSAtew8NaxZmlvffPr35+uH7n588bJyKwtKv7z7d8WwaKDGDesIM4BkAkLv+/vvLwcoWY+qnpaLFxsLKzsLOirrl/fvrVx+uXH66cd3va1fNPn/mZ2FhYwftGPj3//+f/wzfIOv7weP9X//++/L379sfP9/8/Pnmz9+33CzP5LmY1dW8/ELC7YNFOaGH/kI8AOrPgGecIFxSyR/fv//6/h2ezZlAsxWg2TNSzRlVPxoCoyFAORjtAFAehqMmjIYA4RD49///658/Nr1+t+vTV8jpjch6uJkYDbjYtbm4MJt6DAyg8/4efv+26c37XR++PP0NOnaGhZFRhIVJg4MtXJDnJwPD+7//Pv75x8PMpMnJ7ijAp8nDDRlcR7YCNGwJPoPSmIfzxNcfj3+BzuhEVvDl3//tn769/fOympHBWEDgPwPD21+/zn/98eX/P+TzfEANZHCr6D8Dw5d//09/+6Hx4bMJLy8PG/Ovv38efP9+//vPz39Bu2OFWFlUODmlOTmwegreCGBhYpQUFDBSlN/78Ckb6FBFUKOAkZERdJjlw4f/vnxh5OBgAC17YPjz///DX39YmZiSJcU4mZgPfv76/s+/7+CpAGk2Fjd+nhBRITHY/ldQm4nhP9LJllC//mdgAB1o/+796rcfbvz49f0faBUNHzOTKTdHjJiQET8/C8gNUMXUon78+f3pz58/IF8w8rAw84JvVaPUcEZGLhZWLtRmH6VmkqufjV1SUKT5x3ef37+u/f377P//L6Cb39iMODhtwQeGMvwDrXz58P8f6NxJRkYOZmZBJmaUvhMjIxMHlx4Hl97/f////f/JAIo7NqzJmHg3/vz988Cd07NOrT/37NbnX9/////Py85pKKmWZOLrpGrODTk0E8046FJ70CZkUCcGIgta7cPAzcoRq+8mLyj57PObF5/f/vjzW4SL317RwFPDRpRXGHncHdRMB/WZmbCmfHE+0TTL0ERT/68/v3/9/Z2JgYmPkwfuGBEeIVWIpWDyHfMLyP1uoKF38A0A/xj+MYKuz2K69fZx16ElzSJ5+jKaYLUM/xkYvr169fX2zY/Hjnw9cYz11Uvh//84WFmZuThB93b9///rz98f//9Blvh/+/vv89+/H37/fv39x/u//9ilpCX09TXNDL4pCLEL8WuIK8jxiv/68/vJ++eMDIzc7Fx8nCg3eHz/9f3Zp1fvvn768+8vJyubOK+IGI8wM2izPsQt2Mm7ly7fv3bt729QLoZsXGEG36GBXfWo6GgIjIYALcFoB4CWoTtq9mgIwELg4+9fa169nfLy3bu//5FH3xkYGIRZmMKF+BIkRGRQD8iHaP37//+dr197n7zY9unbr3//wSNwoBXBr/78e/jrrwEXmzc/TxQfjzwXJysTC7itAGqiQ/RiknxsbMFiomKsrFNevDv7DXq/FUQZ5DSOx7//PP71yxh8yAsHE5MoeFnDb/DiH9BwJqJNBBoGBE3oMzD++8/w68+vWz++r3zzYeuHLy9+/wXtLGZg4GJi1OZkSxAT9BAWBl0kDLbm3/9/j799O/Hpy90fP7//+8/GyKjAwabLziYjLPjv3mPYJkhQHwDU83n/7v+PH4ycnJDewr//DM9+/zn39Zu3iHCZvHQa6BQd0Pg3KxOjCCurCBs78kpiXFsUfvz5s/bV697nb1/++ccEmyF48+fvw19fX//+28bKqohxguf/f6Crjr7B9gDws7KwId3V9e/f34ffvt/4/v3db9CyLn5mZlUuDhVubsiUyJffvw68/7Dh7cf7P0FTNyxMDGIsLC783P4iQuIcnKCxXHCwwAjQCg8QG9TFwhePIDV0wKDFJmBrGCGr1cBsHAQTMzsXjx0Dgx1omBp2xgsopf7///P7ta9f5v/6efT/v3fglj0PK6sRJ08sJ5cFEzM7mnmMoKvFKN3ADTHzxINLpTsmX35xF9Q0Bgfnu28fH757dvnlvYk+hW4a1uDUDVELJdlYWF1VzfbeO3P44cU/v0Fj/KCE/p+BgYnZQFIl3tjHXF6PkZHp99/f//7/Y2VmwdpFYWQAXVWAlFeghiNTrCxsAixsAgzoxwQhq/n599eph5e+//4BdjsoXEHbr//9Z2T6xwg6oPPfqSfXFl3eZf3x5f+PnyRefuQ6d5n55i3WF885//4RZ2VlYmX9z8j4B3Rv19+f//5/B13d9f/b379f/v59/+v3K9CRPn++sbKp2NiHhIWpmpgIiIlBLfr398j98+WHV51/fvPTz29MDEyi3Px2ioZhei4a4kosTMzXX9yde3rTjtsnXn55//cfKBxk+cUCtezC9d2URGQhKR/kkf//33798OTji88/QMvAhHkF33559/8faHQAsqaNk52dT0KcGcfJYCATRvFoCIyGAM3AaAeAZkE7avBoCMBC4N///+9+/T7/9fsH8K5NmDCoWcIEutaXxV2QT4YL+6Kdn//+Xf/67dTXH3/+MyCPxDMwMHz79//Yl5/nv/0y+/Q1R1LEWlAQf5sDYi83K5sZP5/Zl28Xv//8Bd5CABGHjHmKsDBLsrIygHbhMkhysGdIiIqwsJz68v3DX9Ba8w9/QfeAgitv0NkdYAbDk1+/5796f+7r90Nffvz6BzrEH2Lgp3//z3z7yfPmoyEPlxwLaNHF19+/d755N/vVu2s/fv0AH2bOyMAAutqMmfHjx8+s4NYixAugNc+MjIwsLAjjwFtE7//80/H0zYfff2IlxUU5OEUhNpFCfgedLPPj7d//rKBGNkwneH3Fg1+/H3z7qsDFBT5HHyT159+/m18+r3nz/jQoBEBjlVyMjFpc7CHCAub8/KwsLO9//lj16s3KNx8f/PrzC+RoBjZGBhk2lnBhvmhxUXYmpoXPX055+f4t+DIBSLfmGsPvM99+Pv/1u1hWige2TeLr79+nP306++XbW/C5THzMTLpcnNYCfILkL+gHuZ9M/P/f3a9fD3/8fB981hArI6M8O6s1H68GDzc8ZPCZDPEnTMWPb5c/vi/4/esg6IQfmOCfP+d/gU78nMzN64ocDzB56tAvPr958eU9KEXBD5oBLXdjfPjx5d67ZywU9IW4+VEdC5onM5XXnRVUtf7K/ksv7jz//Pb77598HFzGUhphei5aEiqQTibaehtszoW0pbHJEC325uu7vXfPfP39k5sRdBc0qPXP8P/vf9DBP/8Z/j+XZv7z69uVTWuEPqzTe/eT7+tvPgYmNhYWZlbWf6ysf/7//w7ezf/j7/8f4DsXvvwFre9//f3H65+//vDwSBiZWltb69jby2tqsrIjd8P+H7p7tmrXjJNPrv79C+rTMjAwXGf4f/jhpUP3L3R4ZKmJyM07s3ne2c0fvn8B9Y7A3nn95e3ll3effnxV7pggJyTFxMj0/dePfbdPzjm96eyzG6DpF4b/vJzc8m8Zhb594ICEzf//nDw8Ynr6rDjWK4INHiVGQ2A0BGgFRjsAtArZUTAaAvAQYGRgYGViFGJhYmMEtdpBm+DAjUVGxv9izMxOfNwqXIhjzuG6YIz/TIwMrIygw7JBx/3BREFNFTD7+7//l7//Ovv5mxkfHxsLdKT237+/4EY8lAtWiCB4WFndBPge/Ph19OuP7/9Aa4IZGRj4mBkNuTjixMCH2IBX4DAzMurw8alxc3/88+fTnz/Pf/488enLzR8/P/z9/+7P36e//3z6+//rv/+7Pn3f+en7P1A7iwF0qjfMHlBbi4HhK2idMci3f/7/u/3t65xX7858+8UCOkYG0gpg+PXv/7Xfv//8+MnEADkJ9D9kXBy0fAK0rhqqDGLqfwaGF3/+nvr63ff3bzEWUJcBIk4k+fffv8fffzz69RtN/X8GBhZGBiV2VnlOROv/7/9/5z9+aH788hRo6uU/pKX4n4Hh8o/f17//bGJkMObn3/vu/eQX717/Ae3KgJj54z/DrZ9/Fr7+qMPJoczJcfjTt7d/UdZQgS45/vf/7Nefr379hHQAnn37Ov3Zq3Xvv7yFncsEjo6PXh8/F0qJK/DwQEymD/nn799db95OfPH26vdfv2B7S1gYGdTZPzryc0uwsfAzM2twcWrycKPtisbqvP//GX7/uvHn9yXk1j9E5d+/d39828jIyPHv75O/f18wMPz9zyjAyKrNzaHDygrqLkKUoZKghAROaKjCOHiqIrKqQjJvvrz/D84OUI3//7Ezs4pyC7Azs0LiFE03IyOTiqh8qWPCnz+/Xnx6/eTjq3////Nx8Ahz8/+DT4mg6UHi/vuHvvEXSRKd+R9kIGxWD12SgY2Zjfs/K+gGYJDUf9D00P///xj///vP8Jvhv/u7/zYfGdR//RRkZGZlZv7PzvKXgeEPeKT/5z9Qox+01Offvy9//n78Axryf/39509ebhEDIysba30nZ2lVVXZOLMXO//8MLz6/ffb5LaiHjrQc7v///yefXJt3ZrOFrPbZpzdAN6AxMTEysYIu+fj/l4GR4fff3/vvn/fWsBHnE+Fk5bj56t6kY6v23z/7G9SLAOXijz+/fH/y1fjXD05Yv4EZdPIXZGYR5MNRPBoCoyFATzDaAaBnaI/aNUJDgJGRUZKDM1FclJ+Z5dTX7x/+/Pv5/x8XE5M6B5uXEJ+9gAAfbBIcdB7mf/COW9iiC04mZnN+vtRfv9e9+/ToF2gYHtLUhgclIwMDCwMjBxPkcA2oMGgEH1TnQrloFBsTs7mggAInx81v31/8+v3hz182JiZ5djZdHi5R0DF/IJ2gVgn4oHc2FhZRFhZRBgZlHh5LAb7f//6BZh7ef+x89ubDX9BuZtAuXlBFDrUEdJojeF8fqHvDwmzDxyXFCRpf/Pef4S3oYt2/zGjNLkYG0FIc8PAmxAjwcmrG/0ygTcAgw0FL5yEyoC4CCwMDJyMTM+njxn/+/Tv38WPnk5doa58YGBh4mBg9+LnSJUUVkVrbIPVfvl36/gsUwkjW/QdvmL757YceN9et7z8/gfdkg4IM6kYGJgaGz//+vfz9W5WLgwfcJUKOMkgbVoCFkZ2R8dWP72c/fdn07sO2j99+IJ3LBDoe/t//XR+/WvF8VuDmwnNBGMxOLDToOB0kZ2NRgU3o3a8fy9+8PwfupMFnnP4zMFz78fvqj/dMjKDEJsHKFCrElyQpKorzrgmE0UwsYoxMQj//gG6zYmWAjiiDpf/8/L7s5491//69ZfgPWmzzn5HxP6P4bw4fXv5Cdk4NUA8QrA5OgJqkoKOBkAMbLgliQBro8DNq9KQ1Oj2yp59cd/rJtfc/vvz4/YuFmUmKVyRMxzna0JML6x4AkDEg/PP3z4N3Ty86v/3C8ztffn1j+M8gyMlrKacTa+hpJKPFzgpK0iB1mBin6zCVgpa24YkiUW4h2ffsN37+YwCfnPkf1Iv6zwTuNPz7/8/hG7M5NzMzG8Mf8PkBv/7++wkZ8gd1uf99+fvv4+8/737+evvr15s/f15wMQmaaibmFBub2nDCjvTB4iDQ2i1GNVF5RUGJJx9f/vn3B9RrgviIkeHn318Lz+9YcXnPjz+/Qcehgk5kZfzPADnYEzSD+OXX9w8/PoOiCbxz6TvolCSQiSBDwJaJPvnB/gPUlwZNHjKCpvcgZoMlR4nREBgNAbqC0Q4AXYN71LKREQKQNh5K1cbKxKTJx1fBzf3l75+vf//+Bt3/xcTPwsKBOozNyMgIuV8JHFAgcxgZGcU5OJOlJb2EBY9//Dzv1bsL33/9+Q+6cgsyvM/JxGjCzW7Hx4u8exXchgYtqQGbg+ISsAhoekCCk0sC264DiAKsJDNoqJGB4e/f7///vwcdiw9VBbEA1ARgYOBnYuRnZuJmZlLjYPMT4rMXFOABn0zPzMgoy8Guw8X+9OM3kMegWkGNCA4mBlaG/1/ADX3Q5l3IwDMTMzszkwgr03vQ4DBICDwuzmTNA9qtK4SyaAFmFl76+58/e99/Ov7t5z+khU8QHfzMTB4CvDp8KOf3szIw8jAxcTAx/vyL7F7Q6CUrI+PLX78XvXyz7SP6lu6/oP4Ygw4nmw4PlzgHZ5K48A/QVumf4JkWUNOHl5nRipszUUzgypdvs169P/ft53eQx8GdLYhrYOSP//8//v0LbsfDhPDSoKADda6gsQHTCOHi1YkkCRpd/g9uioM8CpUA7dcEGQNaiPIX1P/5t+DNRzUOdn8JUMcTqggbxcjIwMll9vdP7e/Ps/7+uc7A8IGBAXRDNBOjIAMj179/zxj+vwfpAxkObkj+f/Hj+wLQjWNs5cws6IviQC17sEqQFmwYluyhcizMLDbKxkYymi8/v33z9cOnn1/ZWVil+cRkBSVYwLs4QB1V0IQThqH//++/fap0x5QrL++CGungoHj4/tmFZ6Dj9Cf6FJkr6LFgHPoJsRXkSAiLCBLXThXQCZ6//zy68+T3h39MsNY/ZAoA0hsAHUXECDo37O+ffz/+/Yc0/b//+/8VNN7/582PX6+/f//EwPhDiO+jishHNVFlQ8NIGz9TeV12JsLzZnpSanVOydNPrj344MKH719+/f3NwAAaX/j3/9/vv79///0NmaMDXeD3F9Rzg3v03fdPp59cd1Q25WbjVBaWsVPQv/7qwZuvkCgGBTITqOBiACUj0JABIxsz6NxZkATciFHGaAiMhgC9wGgHgF4hPWrPMA2Br79/3fv+/elP0KL2f/8ZPv39++4PaBMsHzOTJheHHg8PeHQfWscxMzPzMzPj2/cHPqPmypev1759fw++eEuYhVmHm0uHl0eGi9ufnV2Fk2P/h093f/66/O3n/V8gm/4zMDz59WfOq7f6X746CvDLgk/4fvzj+/nPXx/9/PnrHwMHE6M8O5sRL7c0xhH15MUJEyODOBuLNBvzq+9/kU80YmNiNORkSxUX0uPhZmdiFmBl4WRhgQ/+MTEwCLGxyLCyMDMy/AYNG0It/8/w/+vf/z9//wGvw4cKgigmBik21kZp0U/cvM/B53XyMTNpcXGa8fGKcLDDjQWpRMWg5U8MjJhNq38MoIPPIWohfRVID+k/+DpSbmZm0J4McET9//fvyY/vt759f/jzFztohBalA8DCCDpydMOHL89+/wXdwgYxEUwyMzIos7F4C4DOI1Lm5mZkZLISFFLj4rr7/cer3+CZFkZGOQ42DW6uDz9/lTx4dujLDxbQQDfYVrAJDKBRXoZ/oP4hoyMvpy0/L1HL7sF6wUPDoJkbMI+RCb7wHcwnkhBmZ/cX5L//88/j3+jnRMFXnTEzMnz5+//Oj59///0DteDwGs3MzMUnEMvJZfv7191/f1/8+/fhPwMXK6vKnz+Pv3ws//fvCYbuP79/X/377zMzAxeeWMbQBRIAdX9ANArmYudSZOdSFJFFEYVw/v3//fcPI2gomhn5BJv/DP/vvXv67PMbkANA69AgqkEt3suv7h16cF5fWp0HRwcAppRM+tfPX7ev3b9+4fbN83dePnnL8IdRTFzz4+vboFOAQKttwN0k0Pj6/09//r75zfgbtObn31fQFp2/737+evXt+ydGJk5paWULS0M3Nz4VOUY+Tg52TmEOPk5WYrdWMzOzOKia6Uur3X3z+NnHN6+/vmdkZPzz78+KS3uOPbryE9QfwOY7Rsbvv38uvrDj9dcP6eaB5vK6+TZRCoLSa67svfPu6YfvX/4x/udm/8bE+AOSkBj//pXWM+CTlWcCHb+LzcBRsdEQGA0BWoLRDgAtQ3fU7GEdAt///Dnz6dPK1++PfwE11iHNpT//GSCn8jMzMkqzMgcL8cZLiBI50P7r379rnz8vfPl276evb/6ATvdnBLdNldhZo0X5w8VE+NjYDQX4dXh5zn382PP09b1ffxgZGH78+3/x+68L335uZv5y4vO3aFGBBz9/L3vz4dp30MGHDKABTgY+ZiZrHs5MCRETAX5Qg5OyeGFjYrYQEGhgZNr09uOdn7/e//n7F3SWEbMZD6efsIA6Nw9koySaJf8YGF7/+n0NdecxWA3jPwaGv3/+/P8HOtsEsnOAAbQJgfHF67c/7tyL93SHHi0PajhApj3A+nAQmE1/iEJuFtBm61s/fh77+uPHP1A0MTEysoGX/seJ8Jvz80HGNV//+L7+9dvVbz89/PXnx///yD0ciDl//zO8+P3vD2g7Jmi1D0QQ0pdgZmRw5OXMlRbnZoM1thgZRTg4MS94fvTtx5s/f+GtdWRDhJiZrHk57Xi5XIUEJEDXOcMlCTCwnkgD0vP///tfP1/8+vX97z9GRkZ+0KUH7Fw4Wl2szCwhEmKy7Kwtz15f+oYyvgsyCtw/+f//vzIHqxEPF9bD7yHKkElGRgY2dgU2dgWI4F/wTvHfv178+uH688fK//+/QcQhJBOjMBu7BTMzL6jxDRb6+fvHR/DdWEwMTLwcXDwc3KADcUBLS1A6TmC1xBJffnw5cPfsgXtnnn568+fvH252Lm0xRU91K9ApN8ygTpm6qJwkr/C7bx+hMwCQdAlenscEnhAg1ibc6kBt+v//ILH2n+H/rSt3r5y9cfX0zTfPPvz58ZeNlZ2DlYuJg5lT1oiVmfXzm3vgm7tAmwZA9v//9+XPn2c/GL7+/fsWdGXvjzc/fzIJCktZG3uEhamZmolISeG2mSgZQS4BEznEJQD///3jY+d++eXdtdcPGZD3VIB6yDADGRnff/+8/NKut98+tntk6UtrpJgHBuo6vvv68ePPry+eP910svPD/4+QKQBGhv+cfHwsnByQfAczYpQeDYHREKATGO0A0CmgR60ZZiHw8+/fMx8/djx9debbT4b/oCNx4B5kAteI/xgYnv75e/jzdweBnxKgzXYEGiv//v9//uP7/Bdv1rz/8gc0Pw66qRe0EoCB4e6v3/s/fnXg5+VjZf33///HP3/2fvxy9htoZQrEUFCjmJHxy7//+z5/u//z19Pff1/8/gu+6Bc0JPqfgeHj3/8nv/ww/fzVmI+HkZzLXqGe+we6jOzXK9BVYv84mZgSxAX5mFkYmZj+gQ79ZOZnZcE/XM3EwMAKOs8Eep8qxPGgM/6ZmJglJf++fAPa4sgI2hEAaRP8+vfv44+fILthOyJAbMIYajCaQhYmZjNBgS5OjjOfvjz/9fvl798Pfv568uuPBgcrGxPjnvcfpNjYJNlYN7953/vi7fu//5nBC0owzfrPwPATtGgH1AyDW/EffEgREwOjMOiQUALl6n8GBnF2NlNujge/vnz7B1rhwQhqE4EYEqzMqWICCZJi4HVTmJbDLSSW8eX3r51v36168/Huz9/fwXbxMTOZcLNHiwmZ8PMjTmxEMo+VmVmMjRV0EQMDih8hSsRZmJz4uCJEhIz5+Uha7gLRzsDAAEmAbOwSAsJtXz8b/Pp54O/fF///f2RkYGVmUeTgDOHi8WZmBq3/+fbz+8G7Z1Ze2n3zzaNvv38wMzFL8Qq7qpgFaDvKCkqC4wduKgmMD18/TD66YvqpDc8/vQa378F6mZiXX9xd75zkqWnLxsJmrWjU6Jwy89SGSy/ufP71/eff3yyMTGLcgkFa9oE6jpxsWLbPgk0hTIDb/f+ZmEB36zEyMr94+urmpbs3L969dvbW98+/ONg52Fm5uHhAVwWCrsL49/ff/38CYuqsHPyfX1799/s7qGz4z8DJ+P/n71+Xvvx49fMno5CQqLaOm5OzgaOjhJISK2xDEWGn4FWBuqIMNKcWoOskyMm35MKOyy/vv/3x+fuv799+ff/+B7WXyAi6SeHMsxunHl1VFpHj4+AV5hYU4OC9/vr+vYd3Pzx9yfD3HyMzaHIKXDaBFmHhdQVEEuwWSLn6/9+bz+9ffH7z7fcPJkZGQU4+ST4RHg66bpSHuGmUHA2BoQ4IVFRD3Xuj7h8NARqFwLe/fy99/X7zx29G0OpY7JYwgg7uhJzdSbgl9/f//1c/f9388fMPA8o1vaBRb3A7DNSvAHU0QCd5P/n5+zvKshTQ6hUG8GzAnZ9/voC2pYJrS7C7QPvtGEDLhY99+cb94jUPM7MoK4sKF6ckBwfxu0v//Qetzt765t2m958fgY68BN2fJcTCbMvLFSMmpMXLywBbcg62EwvBzMgox8mZKC70j+HdVfANXD8hezZBJ8MzMQmLgBqboPsHYHpBIcuEdTIBpoJkmpGRSYqTy4+T69fvn8c/fLz5/eeDX39u/Pi9/v03RkYGQWYmFXbWF7//fv4H6qjgMR0enf9Aq0JAMcHMyCDCwuzNz+0nLMRK6DokRgYGcU7OUjlJdc53xz5/f/3nz1fwlQgq7Kz+wvx2ggIcqDtD8LgEq9Tff38ZQSuAGP/8+7vx1ZvmZ2/e/kFcevD6z787P3/f//m7n4VFhZcPiwn//z/48fPxb9DWB7hPIcr+MzBY83DWykkKYWz//ff3+88f1/78ufPv31dGBmYmZkk20Hk+UoiECDECiWRlk+AXyvv/L/3fv6///4GatkygJXJcoJTAwPDn7+9VF3bU7Z3z+MMLcPcK5Jbz///vvH3q3LObbe5ZUgISkD4AbOs8qEkNNx6UuP7/h4yvwwUhjAfvnm28fuTF57cMoOU9IGNB4v//n392c8XFPaYy2pIC4hxsHMH6bnZKxg/fPXvx+e37H585WdiUhGU0xBTx7x4GGcXA8O7L+2sv7z3++PL3398cLOxiPELsLKwcLOzifMKifEIsTCwvn766e+PBuaOX71179OPLb2YGFnZ2DkE+bgZwV/Dv//+gq9P+/f37789fEPmPgZ2PTVj11/sH/359Yfr3/9evXxcYv7LJivtGxhvaOUqpqLDgmNKBuIcMEpShQaUPLHwYGDhYOdw1beyUjd9///L++6cvP75efHZz1ulNF17cAh8YCmrSgyz6/5+DhY2dlRUUO///ffv5Y9XFXZNOrX5w7ab+9w9iIFGQuayMjEx//yI6YCCd2DFk8wMjI8PnH1+33Tyx6Ny2S89vff0Fuoycn53bXFYr1tDTRsmYjwMUetiNGBUdDYHREMAALBgiowKjITAaAoRDgIkRtLaegwk0uA5eZQNqgsOHs8DHSjLKs7H4CvKpc3MRNA5c1/7nZ2FRZGe9+v33D/AAM2RVCSsjozI7q58Qrwx4NQgjIwMfC4sJD+eZbz8e/gQfLw82nZ2RUZWDNUCQh5OJacmbjzfAPRPwCTRgaQaG7//+7/v0ff+n74wMDDzMjEZc7IliQvZChFurIGf8///qx4+pT14ue/fp6z/QNaQQQ9/8/fP09+e///+XsbEJc3AiWgpg6b///n76/fv7338MoLBi4mdh5WRhdRMR1uBkvwja5PBz/+fvV36AjppkYvwPWlQAWhoC6keAdEPMYmKGTAWARP7/e/Pz5/Ofv77++8fEwCDAwiLFwQ4eJgdJkoT//v935cuXrmdvznz/DZo8gWj+z/Dyz78Xv3+A2yf/QbctwdozEHk4CWrvM4BOZWVmZNDnZLXi5eJmAu3n1gZt+eDiBrXdIa6H68DCYGRgFOfgSpXhiPv779vfPz///2dhZORjZmED7ZrAop4kIdDoMrgR/evv3yvffnzAuPTgHwPjvZ9/bn77rsLDCw9h0A28//+D5gRAezxYRZmZXv4GHSYL98y//wxsTKDDUjGvH/7x/daXjxN//tj0798rBtBRP4yMjJzMLPo8PLlcfH7MzDjHy0FnQDKzY14HxsDA8P3Xj+OProAW4iMdRskA7hjsv3fu4rNb4vxiLOC904ygQ6+Y0KILNDsBdzpq8LGzsnNhLohnZGT49+/Jp1effn6R+A9tporyCovyCqPqJsD7++/vqYeXJhxdceD++fffQbmDhZEJ1BpmZmJlYlbglgjis2K5+/fVg3dfP/5gZmRhZ2Pn4eRkYmT6D0pU/2At/r/gdj+U/PP3D2j37T/G3xwizD9/fOX6+lLq5wd1iaygFCeHKF5WwiUMAUdjk8a1lI6TjZOTjVOKH3QJh5mcjpGM5tLz2489uvLyy7uvv3+wMjErCUnF6Ht4qlvzsIOuNn/15e3mm0euv3rA/P8POKagvTlWFuZ7TJ9f/vrI/U8S+QADTLeAVsqB1gT+P/HgYt+hxWee3vgHWoMEUvju64f7756efXqz2TXdW8uOB+/JTiANo3g0BEZDAAZGOwCwkBilR0OAlBDgZWF1FxL8/f//zg9fXv35+xV81jsPM+ikfyYGRj5mJm0uDndBPgNeXg7imnRMDAyK3Fz50uJqnB8uffv57g/o8k4BZiY9bk53QT49Xl7YuDIjPxtbqLioMifHmc9fX4IO4wedKKrKyW7Lz6vBzfXz/z9VTo6t7z5d/v7z5o9fkNupID4DtTDArPd//x/7+lP0/ScDXm4RZsKthz///z/+8ePE1+/fQHMaKK2qP/8ZXv7+8+3vX+RW0o8/fy58/rTx7cdL3358+Qs63Z+PmcmYh9Oej+fj3397Pny++/PXp7//3v0BHRgozsrszcfF/PNrP2ieHzSiDm6Sgsb/QYtFGJn+////+uePLW/ebXz/6eFPUFuZkYGBn5nJmBt0HJAJPz/+1gPYxyjEv/8Mb37/fQ7uPSF7BjRVwsioy8lmzM1+4dvPaz9+gw4MQtEK4jCDNmYwCLMy2/NxxYsJ6/DygLZVgAwCrRMHHVcEUkUcZmRiZ2GCX5OMVw983zJeVWBJeFOYhYlJgpWFnZHhF9Kua7ASUCdQgIUZPLcEEWBAajEzavLyVsqIzX/17tr3X1//gTZPMzMwSrAx+QjwRIiJsKPuf/375+uXT/O+f5vNwIC4YOH//y9/fh/98vknC5sGJ7ceskVQ+whRbMysUnwirEwsf//8hCYJqJb/f//9A51QiRTWcC9DleClpAUkEoy9P/78cuXV/X9//0AHoRkZZQQlAjTtJPhEQTNteE3AI/nu64fZpzZsvH74559fIGeDAv/3v69/hL5wS33hk/rMeef3XS4mTjZWdl4ufnBvE7TnG3S18D+U1v+ff3/+/P37+w/o1J1fv3+C1tv8+Prt29d/QszfHcWFlMQztewj9d25mNn/gSd8IEbhcRhBqf+g00ZB6ZigSrgCRiYmEzkdPUm1998/vv/26cuv7yxMzOI8QqK8wvBTkrjZuQQ5+FiYmDne/2L7DSoNQCd/MTAwsTCfYHqv+fGp9B8lFiKWVDGCbjn4++MPeE0gaOoG7AqQe//fffds242jJjJa3CKylIcD2NxRYjQEhj8Y7QAM/zge9SEtQoCJgUGGgyNZUixUROjz33+f//1lYWTkZWZhBTej2JkYuVlYQIOpxNkNHuICLY3W4OVT5+b+8e/v97+gTcDsTEy8LKxoy2AYGRh5WdnshYXthYT+/gcpY2ZgBG3HBC+2YGFgcBQW1uLmmv381e2foPF1UBUJcwac/e8/6Iqu3/8gw9kwaRw0I2jdMQMHeLQcrR0KOhKHmQnUkAdNgYCM//bnz443b3qfv7nz8w+khfb/32+G/3/Pffu56u2n3/8ZPoK7BKAGPrjVBloEz8igy8XB9B9y6ji4D8DAAD7olImFmfnrv38Lnr+a9frjx7//4Mf/v/3z9/Hvr1/+/mthY5PhJm0FMBMjoxgbqywb89Nff/6A2mggDHIqI4M0K3OUCH+QiODmt+/bn739AV40jxwq4qzMEUK8ejxc0mxsKlycXOATTpEU0KT58f//v/+g3aIkF9f/////A+lWITkRwuRgZAQdfAQ6kREUaxBBeBOQjZnFTVTEiI/nyY9fb37//vL3HwcToyIHhxIXJytq6x88QfT739/nyK1/iGkMoANjH/z+fYfjvw4jeKgeLk4Mg52NI8rQ49XXD+uvHXz77dPvf6DDtViYmGX4xROMvMzl9IjPX2jW8XFwJ5j6Gcto7Ltz5tGHly+/vGNg+C/LL+6sYmqtaMDNDtp+gKaFeO6/f/++/f75jxF01izLL0aB79wynwQVvoiI/BHgYeJiZmFhYgVtzwFnvP/QYf6/0JH+v//+/vn7B9z0//37z++ff37+/PXj6/ev339++8/0X0pG3MPKQdtCW0FPQYJfWBzUyCZ8pifc5R++fbz64u69t0++/f7JyswizSeqLaEiJSAGKrFAiv7/+/cPfJsIIj2AhInAbKxs4qyi4nygOQFM5cLcAiG6jnc/Pn116jDrL9BSNEhvkImBQZ5fTIxHkNgOPCOjtriyiZTG/ffPP//8Bsq0UMsY//3/e+75rQvPbkrwiXCPTgJAg2WUGg0BAoDkGoWAeaPSoyEwrEPg//9/L3/+PPvp8w3Qyop/zIwM4qwsRjzcBrw87KC1H1TwPCMTMycTMycxWRN8aQAzhp2gXb9//l799vM7aPUNijRoEgC8YkmSlcmGl1uYuNP0mZmY1Hi4U8SEWF59uPrj1zekbsOvf/+Pfv7R+/RVnNgfQ/Cu0He/fu7+8PnOzz+gzbyQtgTo6HGWfwyM70CryiGbIhCu+vLv/46PXy+9egu6QhXUDIdKMYK2CzO+/PDh/a+fp79+//zvPyu4hwOTBi3Cefr7z7s/f2RgfQ+oFCGKmZFRi5e3Uvr/stfvrn4HzUX8+v+fk4lRnYMtTETAUVDg9///V779ePfnH8T5yOZxMTHa8fFYCiNPeCDL04QNWuFC2jZoqDN+//v34vefX6C2KFQEQjEyMLz68/fRj58GSP05yKJ5pG3cjCLsnCLs8NU74LFb8MoiiCFwkomZm5Xd/NfPbf//v4ELQhjMzIosLHKQBh9EhCRSVUyxxyc/2sDjzptH118/eP/9sziPoKOisbWSASvmGh6Y0fBdtjABLDQTE7O+tKa+tCa4lwK6nowZo2ODRRsOIcgmBEiHRJRfyEnZ+OK1G2z3/sp+E5H4K8zDzA1q93OA2v2QJf7//v39+x/U6AcxQI1+0Fp/0Hg/6JT9X79+//r5+8ePn9+///z+8+9PSRlxRzMrG3sLS1tTfn5sezZwuAoh/P//jZf3Jh9bufH64Rdf3v8FrZ9h5GblMJJSyzAL9Nay5ePgBd1AAl5qBfELfBUZwhByWUxMzO4a1koisgtuMt65sf3/z99MjKALMViZmPx1nQ0k1dlZ2Ig0W05IqtIxUYJPZNnFXY8/voSctwbSy8h07fWDql3TH7x/FmPkJcYrQpOOOMimUTwKhg8gppUxfHw76pPREKAkBH78/XP43ft5r96d+vrj61/weXzgY22U2D/GiQhEiIvwsuG+H5QSi4nW+//fv5///v769+/tb9BaedDoLEwv5JgaVkYGeTZmE27OQGF+KwF+NmijBzwcia1tB9HNyMDAy8rmKyYqw87W8/T1ka8/4A31fwwML/783fTh6z+G/3Ic7CIcnH+hR2citdYhzL+/QIf8sLCDOyAQg0Hkv///H/36d+/T939//4KuAgC1DUDioKPH//9bfuwEj5kx6HLR//8hC9JB62zAkwSQ9eiioL2PmA11kAl4MBszi4WQkAEf76c/fz7++fv73z9OZiZRNjYesGlvf3z/9hepl4Nk0I9//7/8+wdaNALxFJLUIGRyMDPrc3Ns+Qg6VRaywAmUJMA7TJTYWJU4OZDjHDQSjBGQv//+Of/p04lPX1/8/vPvPwM3M5MmJ7utAJ84Byd8CJaJiZWPP56ZRezHl8V//z749+8dA8MfRkY+VjZrbt4UDi5D0BIpckOHk41LTlDi1JOrt94+fv314803j268eXT+xe0AbXsFYRmsJoM8AcLEWklJ0x9iB6j1zMj8////pw+f37x059XBJ473NZl/MbOysDGxMYP2YzOADlX6++/fP3C7/+8/EBM63g9e3//nz+9ff37++A0a8v/58/uvv7++cf0R1BEK9gmMcPeRl5aDWEQe+fPPz03XDq68vO/ttw+gzhgocP5//fX98L1z7799EuESsFc1hbfCwX4BnUFEnl1YdTEyMqmJKhhIqz9h3fvn5y/QtWIMDBzMLKK8QmxEt/5BJjMyqojJl9jF/Pz9c/65re9+fAZ5ByQBWkZ169XD6SfXyfCLeWvZj24GAIfKKDEaAvjAaAcAX+iMyo2GACQE/v3/9/T7j61v3y9/8/Hmz9+gJTGwpsc/0D1cf89+/e7x+zeODsD/H3/+fPj95/u/v4wMjFzMTIKsrOAF/aB6GGI+heR/0EHvv45++Hj405env0Cr5D/9/ffgJ2iHKxto9Bh0mD07I6MsG4urAI+PkIAiFycXaGcC1AH/QG1d7OeloDoMdELnx7///qKOKDOBL3d9/fvvl79/xRgZRdk5AoT5H/76c+U7YgMCIwOjACurMhvL238Mz37//QPa74gwm4mBgen/P4Y/f8BD+YhB6f8MTI///J/1+qMmH7cTH+edH78/g3o4oP2y4qzMLnzcUWJC4CNWEUaRxOIAHczCKoahh52ZWZKNhQW0ehu5hQxS9+f//y9//0K3MYIEBjVmYWYJEBPlZmZZ9+7js19/QHHH8F+AmcmUmzNKVEgLdAQQNA1g9cbHnz/mv3i1+M2nZ7///AV3EhkZGDiZGK3efSyWFjUWEIQ3v/4z/GVlUf7PGf7v36v//74xsyiwcxixssvj2f6L1UZMwYtPrlfvmr7n7pmfv8GLv0Eq/q+7enDHreMdHtn6MpqgfgtIEIFhLkWI0JT1+/fvl89eXz134+LJ6y8evPry4QcbCxvkCH/w6a4M/0Dt/n+Qwf6/oIX+4HU+f/+At/b++vUHNN7//ef3Xz9//Pz/6zvnn8+yf95L/OGQ4knyCkyzDOZn58XqfuhQPeiKXnyRCF5MB9ohDRoUB/VaYYpBpRjz3ffPTjy+bCqvA+8AgO2CqQFzqEJ8/fz54Z3bf3/9BhecjP///hVTVRFUUWEmbhIS2Q18HDza4kq87NzvfnxhZGL5//8f9J4QJqbHH1+ffHTFRtGQBzRzRX1fIDtjlD0aAkMdjHYAhnoMjrqf5iHw59+/m1++TH32asfHr99Q274Qu5kYGTiZmFjh+9IgoqBG4v+Pv34d+/Bp2/tPN7//BJ+fwyDMzGzByxkoIqjKzQNauA9TjEr///Tr95OfP979Bu1U5WBilGRjk2TnYMF2vuTf///uf/06+/nrjR++gLbVghtlkBX2AsxMfgLc9vw8/xkYeZiZ5TjYZDg4wX0PFNtwHfeBogjMYWJkZAeN0jP8A9sCGk4GeZOBl4lBg5NdiA20IpmNiUmanY0ftKMBrAdM/Gdg+MvILMbOFsvP8+P//w3vPp/6+hOypgQkz8jIyMfHJCjw/9dfBkjPBNRSAV319I+J6ed/Bj1O9lgRgc///r/78/frv//sTEwy7GwKXJxou1FBRlEDgwbL0Vv+IHP/MzD8+v//699/v//++fz336c/f/8x/GdlZBJkZeFhYQG3OxnA7RuQYjrh//9//f37E9QGAl0cwcbECE4kiKYPDytboISYi5Dg57+guY6////zs4Aigp2ZleH/v4dfv179+u3Vb9DeTC4mJmUOdk0ebtjZSv8vff6y7M3Hx7//sTAwssCM/PGf4eDnH2pvP2pwcYHuO/v3+9vXo18+T//96/j//59BZ7oysjExy/77F8rEHMvMLAVLKeSEx/9//04/vnr44aWff34zgBeoQEz58+/PoYeXdt8+qSGuhHkkP+QwLvAGE4hyWpHv3364f+vRvi2HH958+u3jT3Y2DjZWNl5uPlBTGzRJBVri/+//P/B4/98///7++ffnL2i8/8/vP79AS/xB4/3ff/z8/uv/b2Y+5rfSv94K//gs/PcvN6Mot2ColqO/pj0PK84NCeCheswFgFg8y8rCZimvq3pdBnSf2r+/CBX///Gxcwlx8jOTvkMDYQhxrE/v3t27cvXPr1+s4BuqGRn+s3NwsnJwQsKKODOgqpiZWRxVTC++uL3y8v4X3z6BWv8wT4nxCMoLSnKw4rspHGrKKDUaAiMejHYARnwSGA0AQiHw9e+fE58+7//87et/9BP6/zMwsDMyGHGx+wrxiaIOZYHOrvn1Y/Hz1/Nff3z55y+8TXmL4fe1H78+/vlbKMMizol+As9/hv9ffv8+/uHTqjfvz337ATpEkOE/OyOjEjtriDC/n4iQIDvsilmYs7/+/Xvow6eNH768/wsaGocJgwbTWRkZFDnYPIWFGKFLfeCS5DBYmJhUublSxYXZXr+7+eP3t3+gDabsTIyybKy+AjwhokIC4BVQn/783vb248mvP+CdBIhln//+u/Hjtyvf/9///j8Fd2wg4hCSiY+PiV/gz8tXjP+ZQSehg/sVoN3PzMw//oMuOPv09x8PM5MIC4sRD5cxHy8bsTsuQH2wa1+/Pvrx68e/fyyMjOKsrNo8XJJIK1ggDkAmOZiY1DnZxViYn/xGai0xMLAwMqiws7Iw/Jvw+PnRz99fga5A/s/ByKjCweYvxOcgwIdjCgjZbOqx//9/+eP7zncfTnz+9hY8QM/FxKjKwRYkIqjOw4vaqWPkZWPjZWBDvhv2+5/f216/mf3q/Y0fv3+CVs0zMDMyCLEwe/JzZ0iKKvGA9lX/+v8f8/ggJvBlwBs+fP3w96keN6cayx2JHzXsf4/CPfb/P8O/f6+//L7y//9/fqFCZmb0FAtXSZDByMjIw8YJ7qugLhxjZPz599erL+//gCaT0I2Bzwl8+v758vNbt988+Q69RExEV1JVTkiKjEYnsh0f3396ePfxuWNXrp+99eH1F8b/zOxsbPy8nJC+338G0G5a0IA/uP3/9z/KeP/vP79//P7x8+ePn79+/Pz78wvHz+8yDC6O1iGenl9Yfj39/PrT96+8rJxaYoqmcjpC3IiLeJEdQBr7//8nH16ceXLj668fyBo5WNi0RRUTjLyC9Zx5MG51QFYJ6ueD1vz9h3gQTYpILhMTExsLC/gcAZAOJnAGx7FBHaQAP1YQlml0zbBTMNx398z9Dy/e//z+//9/WT4hPw1rd3VrIS5+/NpHZUdDYBQwMDCMdgBGk8FoCOAPgf+///17Dz6UE7L6HEJC1qlIsjKHC/GFiQkpcIFOvEY26Pf/f7e+ftv+4cvrv/+Qd6/+Z2D89Z/h+e8/X0ErSZB1gNhf//zZ/uZd7/M393/+YWSANlS+MPx/9+3Xl38fhFmYrPn5v/4DLcJhZWLkZ2HhZmH5++/fK9D6ItA9siAjwBiy4p+ZkZGLiekfI3q/BayEHIKHlc1LTMSMn/fFz1/v/vz58fcfLwuzHAe7NAcH5Mal////f/vz5xHoqmAsQ+hf//07+vnblR+/Hv76C28KQN0BWtDwhwF85Q+IBM0AMILuaWJi/sPAeP3Hn6vfPoEukWVklGR5HyXClywpjtkXghoFo37/+3v+48c5L94e/gI6j/0f+JRDLiZGAy62aBFBPR5uFtDlagy8zMx8rKwQ93//8/v8p8+nPn+98f3HX5B6mFlgmomB4cPff1NefXzw688v0AFBkFHx/zd+/j7/7Wfl33/BEmIgh4MVU4X4///fp9+/P/358/f/f8b/v4XZOHjYOEAbSf//v/3lc/uTF3s/fodvyPjPwMD66fuJL9/rZcVNBBHrczBcApqruPTpU+/zt7d//gUP7YNS2j/QzuB/y999FmdlzuPgZGVh0eTmsuPl3Pjh67d/oHvf4PdsMTIwvPj9d9nbz6vefRFj/uPDYRDGdU2I8T3IXIRlv37/OvH3zztmZkn8kwD///978fH1ow8vvvz6zsTAKMTFJy8kJQBpwzEy2iubROm5Lr246823D6CxXrAdTCys1rI63hrWmMP/UPv/M1x/cWfC0eWbrh95/e3j3/+g1XccLOzaYgo5FsGuqhYvvry9/vL+xx9fGBkZRLkFdSVUVUTl8G8G+PLl6+2rd4/vP/PgxtP3Lz8y/mNmY2PjZOMG7ZcFn1IPWt0DGu//Bxn1//v37++/vyHrfCDt/u8/vn359uX3/9/fOH9/Fv/zUebvXzEWc1XdKNcAB2Uz9GF4UJsb6htKqAfvnrTsnbfm6oGPP78izPn/n4eVM8HIK97Ul5fYa3QhqR1hBkksJmZmZlACguYPZkZGZtCSSHB0Ihn0D3zgGJIATiY/F1+QvmuArtPPP79+/AEdd8bFys4BGoOgyJ047RuVGA2BYQdGOwDDLkpHPUTlEGDkYWGx4uO58u3H0S8/voFuoAFZwMPEqMPJHiki4C0sxMOG5RSLv/8Zvvz59w2yvh7WAgIdwsMAOk9TiYNNALTfFGQUHP/////Dr9/HP319/OsvM6hJBpcBMR7++tP97N30l+8/gVfhczAxqLCz+QrxWfDxGvFw6n7+du7bzz+Q1Q+gsWpGWVbmYCE+FyEBZiZisjlo2BK0XwBaQTP8+vvn7rdvN7/9eP8HdEYKPzOzOheHKjc3GzOLGAenGPhWMpCz0DAjAw8Lix4X5+EvP0DXSME8zsDAIMrC7MrLpcHJdvobfDE3QjNoGwCoYwNuEIAIUH/mP2iVAzNkVQ24rQ6a1njx59+ej99cBH7g7wD8+///8bdvk5+93vX5B3j6BXT4+D8Ghi///h/58vPSt5eCLKBVSkyMIIfZ8nIFiggyMzLOf/Fm3btPL//8+Q+afYCFBcyZv/8zgM42BXuKBSEJanC8/fP3/LfvXn//ciOtVIHpI4v+///Rt2/r3rw78Onrm9+gG1NZGf8rsLP7CfK5CwtyMzOf+vT54Ofvv8BxDbfgPwPD5e+/jn78YsDHx4Jj2ufvP9BNau/+/Pnw5x9obThcM/gK6l//GW5+//n97x9WFhYpLq4aeWljnvdnvny/8+PXtR+/f8NapaD4Ah3TxPD8r+j+n07GrCcE2c4imQRiMjGJMzISWIzx/uuHFRd2LDq/4967Z9///GJkZOBl4zSQVEs3C3BRs+Bk45QUEG/xyHJXszj/7OaTT68//fjKxcqhK6HsrmahKCyLaxHdj98/lpzfvuTirm+/voM3K4OOO/3++8eZJ9dKd7zUOLvl0ceXzz+/+/0XdHEBGzOrkqBkvJFXnLGPOJ8IfAIB5AcGht+/fj95+GzPlkM3L9x79+IDMwMrKwsbFzsvpDULmu74D2r5//uPaPf/+ffn95/ff/7+/vUXfKTPrx+fv3z6z/xfVELYxtOUW5X/FdfXN0yf2FjZtEUU3VUt1cQV0Fv/oKtyQekK4gbQGPy/f/ffPbn0/Pbzz2///P3Ly86pKiKnK6nKx4l9hwBc46P3L848u/Hl5ze4CIjByPj+x+eTj694alhzs3OheRmkABVjlEao0th44EOlGMAboEHST+/f//75MyPoqm+Qv1iZmMRU1VjBU6D/Gf7//frl75fPDL9/MzAxMfHwsvDwgfIfSB8BzMTEDLmYjIC6UenREBgNAQxATMsAQ9OowGgIjKQQ4GBmMRPgl+Fgv/bl24vfvz/8+cvGxCjPzq7LwyXLCZ33xwwPNiYmDW4uTwGe9e8/v/7zD3IcOzsjozQri5cgT7SYsBDGYh6IIYyMDEzgM9XRxsi//wONNIPvDAbVoAwMDDd+/Ln38zcHI6OdoIAEG9sx8A7g93/+MjMyyLGzWfByG/HxchK7VAbU4oA44C+46bzy1dvN7z8/+f3nN6g5zsDGyKDIzhouzBcuJiKAw+VgIxj5WdnCxUXE2VgPfvzy6g9o4ykrI6MCO6sTP48xD/fu9x8+/EU/XpORkYGbiYHpP8N78AE1oNUBoBkWULv93+fP/168YJaVZQBPmEB8Dl6a8g+kDMs0A8QToF0Kr3/9fvgT1HuBhyREOwMDw6d//z/8/AluyTPdZvh98duvS99+iLMwb/j49f2vH0z//zOzYF+4AnIT1AYoBZ1sYWAUYGZG6hVAZcmj/jP8f/zta/Oj5zs+ffuJmGpguPHj29lvP7/9/RsuLgJ2PLrxkB7mD3C3E10OxgefVvlfiYNDg5P12Neff/6DujKM4K0d////F2Rh0uPi4IDuNmEU4+CMl+KI/vf30qdP5Q9fXPrxG3nVOTg0/n9jEP3GaMDI9JLh/6f//38wMDAzMYmwcXjx8OWwsArCrMVC//33Z83F3fV7577+8g7STAdFzY8vTz++fPD+uRAnn4WiITMTEw8Hj6eWnaeWHWQfLRMjE2SoHpQX4DGKavy///8+//z6B3TeJTzyQVtKGBiZX399D7YOzAWnn59/fl1/db/nyDIpXpEQfVfIrMKvn7+eP3158eTVy6dvPH/4+vvnn+ys7DwcfOC1VaBZwH+gOStQox883g9a6P8HdIjnnz9/f/368/vX71+/fn3/+fPH938/v7P/MnLUDffzMzbWl5AUZwDtgP/79+9fRkYmXJ00VN8w/Pj9Y+u1Q1OOrzn37NaX36DlLqAg5hLwUDHPtAg2lNVkZQZtv0HTBeGK8QiKcQuCrjYD3cmNCK+/f3/fefvkzdf3ckJSTMxIoQTRRjEJ6lQgbGO4e/nyp3eg+xYgBjMxM0sbGbHz8v758unbqeM/Dh748/gxw6+foA6AkBCbgRGXrT27nCIjxigJRPsoORoCoyFAORjtAFAehqMmDP8QYGFiluPiluOCbMgDNU5R/fz/z99/P///ZfjPwMzIxA6a6mZiZmSU5+LKlZF0EuB7+OPn6z+gUxTFWFm0ubm0ebhZmZhe/fj+/Oevr3//MjEy8jEzS3GwC7CyibKzB4sIfP337+SXH18hN7AyMrAyMv74B9p+Cmp7gVprUMv/MzC8/fvv2e8/rEzMevwCevz8DP////n3n4kRcqsrUvUL1YGHgg7V/Wf4//7Xz2UvX898/fH7P9C6cIieH/8Zbvz4vf7dZyNuLlM2dnBzDSIDIsFNMah1jIyMQuwcQeLsfqLCP0CH9vxjBp19xMzGwvzqx49LX39++gsa3Qdpg2Pw1mpG0HVX/2Hrf6By/z9//vXyJZusHGS5MCMjgzgLsxs/tyoXF9YWMFQbeCGBICuLPDvL7V9//oDvwYWEHLjNysDI8J/p32/QZWPMbAwMjD/+/z/y5QcXE+OXv/+ZmdmgPoGbhcqAtPghLaZ///8zMzKKsjB58nOHigrhv9MXNMMBah2DohHVSHTe////b3/7durrj1/oVy8zvvvz98SX7z4i/6z4ed0+fd316ds30Fgr1AQuJkZbHg5PIQHMrd5QFVCKUZWHt0lOctGrdxe//fjw59+P/6BrFuTYWAKF+HxFhdmQ+42MjCzMLJq8PN4CPE9ff3jzB7F5m4GBgZeZ0ZNf0l68Wpgl69+fl6D7nf8zsbEpc7JrM7NA8gvUSkzq79+/t989+fDzK2itF7gtDlYDiqK7756deXrdVF6XmQkxvcbExAxZqQVWBl0hd+72lRX7N3369vk/4389Ze1E1xAudk4OVg4reb3tt0/cefME1FGExD2oK/ufgZEJbB3EDDDJCNoz//b750uv73j+sH7x6NXZYxduXLz76NbTX9//sbGws7GycnNxM4JdCNouARrs/w8a8gddSPz3D3Sdz+/ff0BH+oAO8/n148ffH184fn2S+v1Z/N9Xsb+yugwKpori4tATp5gYmZlYmBn+gwwBNZTBrsBDPHjzZNapjUceXgR3aUDJ88+/vy8+vVlwfhsDI0MjX5qMoCSGOdBiSklELsXE/9uvH2ee3fj5+xcoNEATaYwiPEJOyibS/OK4ZlHwuAdNCpIAMRyAooqFhZmFiekvOCJA5w8xMPwHbaH//+3E0S9LFv198IDhHzRd/b1///fFi7+uXOJLSOZU10brA/z/9/fvly//vn0FjQiwsjLx8DDDogbFvlHOaAiMhgAhMNoBIBRCo/KjIYAeAqAKGCIGPh70+4H3n05/+fYKtlTGgJvDVZBfiQu0OFiAjd1aiN0apBq0NRLUbmZkfPr9++Y37za///zwJ+jITiZGBn4mJlMejhhRIVMBfitBIU1u7qc/fr79/fvr33/sTIy///9f8+bjjs/f/kIasiDTQCPcjAwMAsxM0myQczUg4++MLISbl2D9OIh//xne/f597fvPn/9RthSDTWf4/u//V1g9DTcAPBL6lwnU5UGEDAO41cjDzADaTApWCmp9MTBwMTEyMzKA7nQFC4LWNjCAuhliLEzvGP+/gRyxD5NiYGRgZmEx4uMS4mH/8IuRg5FJhYPNU5DXRkCACzE0CFv2BHIiwgFMjIxK3NwlMuKSr96d+frj499/P8HLt77+g2xsZWRgZgcN5ILtYmRgUGJjseTh2P/5+23QQipwWw8shUz8Z2D4+/8/BxOjERe7Ex83MyPj93//hFhYtLk49Ph4OAmdaI7ceEU2FhubkYOJCXTgEvhuXpDP4A03BgYO0AVwjEo8vG2KLC7vP976/vM5aBPIP35mZmMeDidBAfDRqIigwGY+aKRVh1+glYfn4+8/H//++f73LzsTkygrK2gnN7iVhqaLk4UtTVpSjYtj5/vPz3//eQe6tIFBipXVXYDbUxiyN10RogXa8IRw8JIszCzqInL87NxvkGYAQDr+/eNgZeNj5ybgBwaGPacORTdlvfryFhQ8LIyM7OxvPr+vCMlgZ2UL1HUS4OSdd2bztVcP3v/4/Ovvb25WThEu/mdf3r788g58dzXIKlBMM/5n+Pef+y/bz7tfZxxaePfiw/+/GFhZ2NnYONm5YYukQEr+/wMdNw9qtf8BjeD/+Q06yhM83v/n549fP75++/Lzz48f3P++iv15L/v3m8i/v5AFUP8YTjy6duTuBUVBGS42+MVqoCkISDcS7A68BCPjP4b/oBY2aCkTTCUTI8O/f6eeXLvz5rEEnxgbYoctuGfxH3qwLxsLW6iBm6G02v67Z2+/efz00+vff/9I8Ao5KBo5qJgKcQuQurzn788ff79+Yfj1C7Q2j4uLiZuHmITNwsTMzMj4F9xrZ2QEZXlwKvv/793b/58+gbwEnXQCMRn+/ftz5cr3k8dZpWVZBeGX7v3//e7t10P7fxw78u/FS4Y/vxlY2ZglJTgsrTktrVlFxIlcNQS2YJQYDYFRMLoJeDQNjIYAuSHw/e/fE+8/TH/x5tTXH8iX4+779O3y1x8F0mJqPLygFj/UfEYGRqZ/DKCF3dOevlzz7suXf/8g69oZQFtL/775+I2ZgVGBg12Si1uInQN5gdCvv39YGRnf//17/tvPH///g8azGRm4GRl1udhjRQUsBfgpOZ0D6joYxQQ+GYAV1ChAb31xMTMac7OrcSFugIJoAi/UJzyUwMjAIMrGFiYq+Obv332fv//5xwDZZSvAzGTFw+nFyTqJien2v38ssFXmkL4BBwtLurSEj6r8i+/fvv39y8nMzAsanAb1pj7//XP24+eL3769+w06q4efhUmXi9OMj5efjQ00ysvAwMLErM8voM7N/eH3n49//kCmI859+brq7cfbP37//vvzz7//zKwcPExMZtwc6eJCpvy8nl++znnxdu/nbz8wLlFmYGDgZmI04ORwEeD2ERaU4YSHA3pAQYKFEpKJkVGXlzdJ7PvC1x8f/wL1LP/+Z2BiZOBlYrLj4YoXF+YDbzsR4uAMkeQET/v8/fufgQU0sEzaFU6szCwizCwixLmVi5XVS0zUTVjox79/38AdAG5mZi4WVqREDjKI+OBgYmIO0nX59ff33DNb7n14/u3Xjz///rKxsCgJSCYa+3hr2rLgXtkCSh7//89as+jtx3cMnGwgN7Ay/Wf8P2n9PA8DWxN1PXZWDg9NWxtFo4/fP7/7/unXn1/cbJycLGxdh5bMO7f1x99foMOm/jOw/GIS/cAl81FQ8pvQp/NvvzF+5GTjYeIGtcxBQ/7/GcC3voHG/UEH+4CO8gQN+f/+Ax7v//vr16+fX75/+fHrOzsXm4m13m8pps1/zz379xXUr/gPXlYFWqr2j4WJmY2FBdtCHaJCi4eNU5pXhIWZ5RfsvEtQQIOuIvwvyiXAw8YFyq8gISgGb+aBshlAHQ1GVTFFVTFFhv//f//98+//f1ZmlLkUuNK/v37++/L5P2iigIGRk4uZm5cJqV3+79fPb5fOf9+358/dO/+/fwfd58XHx6qtzeXgzK6sxgROk3CjkBm/fv589vDh399/IL5lZGBgZ2FhZmNjZGZhkVdiEhb+9/4dw79/oEgEdwtAkfvz59/Xr/5///5fALQViIGB4c/Xr1+2b/m2cd2/V69A14CDu+9/79/9feH8rxvX+CJi2WTlR/sAyME+yh4NAfyAcLWNX/+o7GgIjMwQ+Pf///Pv3ze/eHXm3edfrGzIi7+///9/9+fvF79+q6EFDSPjr7//7nz7fuzL92+o4+vgoWWGD3///gDdyYWmjYGNmcVeSEiek+Pq128vfv358OcvBxOoq2DAyy2PexMCuilE8P/////u18/d7z9e+f4LTTkHE6MbH3eOlLgUeN8emixB7tffvy59+XLp6/dnP39/+ftPkIlJioPZmodLnYtDmp1dmYuT5c/fk+qqR568BA3lQnYKglaCgA4CevPnz8a3H3a8/fAMtCHhPysjgzQrixon+9Nfvw99/v7mzz/IaC4zI4MQM7Mp93tVTnY5djZTXm5Vbm4mJmYOFlYJFlYJmBON+fnsBfhufvv+8uevj3//cjEzK3NwGPHyiHNwMDAymgmwfv/z99K3n49AR5TA9IBpRkYGdQ7WelkxXT5+9DUkYAXUJfjY2JOlJC35eG99//HyF+jaAW5mRjVODlM+XmG0JVjgyRZ6FeWg5UCgiR2ca85JCwZBbv50y1BPdeunn16/+Pzm2++f/Bw8aiJyKqJy+Fv/kHbtu08foK1GSMORmfndhzcnr18wUNFmAC3wYuLh4Obh4JYWhMf/fwt57S23j7188UrgA6fkRz6pr0LCf/k4WThBOzg4mMANd9ASGVAbFLzU5z/oZmvQgP/vv39A5/f/BV3Z++v3r58/f/z69f0z8w8VDQUvFydHF1sFJbkvf78Znd+58Oy222+ffvn17fe/v6xMzJK8wg4Khkz/GVae3/Hr729mJiZJXhFtcSUpAQm0hjtm2H349nHb9cPrrh44/vga6DIEmAoWJmYJHlFrOd0UEz8dSVVWHBu+YcphNCMjK6j/DOMi0f9+//p+7cr3/Xt+3771/yuoA8PEw8eqoclp78ihqs7EzgE64OvS+c/z5vy5eYPhN2jzNAMDw18Ght9XL/+6dJE3MYXLwJgJdAgPkqEw5vdv3+5cvvT7509QOcnI8P/ff35+fp6P7/6+ecmurf0vPPLbls1/bt/6//0bw1/wQiBWVhZVNQ5Tc2Z+xATF/z+/QV2Cr99AswhImxb+f//x69SpH1o6LMIizDwEtkTDXDRKj4bAKBidARhNA6MhQFYI/P3//93v3w/+/PvJDDqmBm4GZP0DDzMTH9LIGbLsn3+gpe7IZ+RD1pTzMDFqwe7SgquHM1iZmVV5eFVB1Rt4xQtoJA2EQU0Uhn/UmgH4+e/fqY+f5r/+8Oj3X7SVRKzgi4Ql2cFDrXBnEcH4CzrN5uuCF282vf/84g9ooJqJkZGFgeH7///qHH8jebhluEGrhH4x/THVUGPadxTU+IdMAoBOfmf8yci48NW7909fvQdfwAyq+xn+X2T4tePTN3BQMzL+/8f47zcj6KQj5jd//239+I3h4zdOJkZdTrYsCWE3YSG0fZbMTMwyHOw//oLOIRX694+dkVGcjYWDmQnUjgR5h1GSnU2RneUxeFYBJADDHIyMxlwcStxcdGj9Q+xkZWbR5xfQB51pDt8aAYp0iOywIZmYmBVEZBVEZLH66MXHV9de3nvx+e2ff385WdkVBaU0xZW4OUC7C+4+vP/w8aN/oBX8oMF6UAwygnqMkEXt4L3O6Eb++vVbm0Xe8ZX6q8sCgv94uVm4mFlYGFmhsQ/ZZwJKfaDV+f///Ye2+0G7eyHr+3//BIHfP76x/PjC+/ujxJ/P4n/VzUW9QtyleUF9DAEWvjTzEA9Vq8egU4befPn5nZOV7evPb7vvnK7dO+fV1w+//4GO9+Vh4zCQVE0zDfDWsuPj4MHVDfjx68fSc9u6Di999OEFKOVDOjngromyoFSDU7KruqUwD85t1iDvgAKGcJr5z/D/+/Urn+fP/n35MqJx////78sXf547w5uUym1izsDK+vfVq/9vXoOG6pELt////9y+/f3YETYFJTZRcVAsoIc6w//fv1jAK/0gXSsmJiamr19/LF30/uwpbv9ATitbdm29X3du/X354t/79////2cWFWPX0WGXV0LuUTBzcbMqq/w6eeLv168oO4UYGf9/+fLn5ct/v34yM4x2ADBCf1RgNARwAHoNG+GwflR4NASGaAgwMzKKsLFp8HBd+fX341/EuD0H6HhQtkhhfg0ebsy6kJ2JSY+XO0KYf9XbTy/+/P0F2j33n4uBQZmdxVdYIEhUmB86hAY6lPMP+EgcZkZG2MEjkKACVekQFojE1XYAyUHxf/DcOhEKGX7/+/fgx6/Xf9BP6QFPUPz/+e//X1DjCGosJgX2DXTlMVz2y+9fm968W/TmI/gSZeiFsv8YGN7++bf30zcr3i/SnFz/wfsidr18/R+0wgGyWQBkACMj419Gpnu//7H8BW1RBQmBMKhBA279g4ZrQQKgxhGIhpxNyQC6r5fhwvdf295/MuPjFUEaHP3198+Zj5/mvXx7/Mv3z6CeGGhdjQAzky0vZ4q4sAE/PxMjkzI3T7G0GOuzNwc/fwctLQIZDMKsoPueGX/8/cfNCrEcJEgvDLoTAmYXPHxA4QATHIb07z+/9t46OeHYipOPr33+9f0/w39mRmYRLj5fDetsyzAdKdWnL54/e/n8Pw84HEDzRbBAgDeUYQJ///69d+vBueMXr5y79ej2U5a/rLKsUqBsBTq/nwG0hR2sEnwLBSjr/QUt9fnz5w/sHM/fP758+/Lrz8+fzH++8f35IP33i/jfn3zg1XJ//t35+PTJ25fi3CJMDEyMYCAnLC0nLA02kuHv39+d+xbsvHPq/fdPsHTK8PHH14N3z774/E6UW9BexZSNhRXUrQf3eCG6IOTP3z+vvrz/5utHyJI2iCCE/PTz29///7jY0W8ShMhCSFAHALz+B8LFSzL+ffMavLTmHwNq4/7v/fs/jh5mV1ZhFZdkkZZmFBJiAPUBQG6FGsjIyPD377/Xr/7//IFZ4kHU/P/5g+kvZP0PaFkU5M70/79+/bl8+eu//8xi4lx6RuySoBCDJG5wjEK0IkgmVjYuW4d/375937XjL+jIoF+grggjAyMbO4uWFruOLhP0kAaEllHWaAiMhgAeMNoBwBM4o1KjIYAzBJgYGRW4OHOlxPS42C9/+/katAvzPz8Lkx4Xp70Anyo3F9aNcUyMjFKcnKnSEm5C/M9//gId6P3/vzgTkwonhxQPaL3Kv///Hn37dujDp0ugs1n+MjEwCrMwm/Bw2gnyi7KD1qigOYiYZj0xaiDGsjAxSrOxSrAw3/oJGgAHr4dg+M/wn42RUZOD1VGAF2nrLUQHCgnqmqC2vUDLBv7+vffj1w9slyj//v8ffE/C/69//m55+37T+0+M/0ANIdDwHshgUCPj/5+/v27eZFFXR250g5ZVg9wFG08Eb+cF6UDC/xkYPv/99wtpy/Lf//9vfvna+eTliW+/4M3Fv/8ZXv35t+XDV15mJhUuLl42dhZmZmVOTklWZtBRQeBd1xBTP//9v+jtZwZGxjwZSW5WxNE0EFk4Cd61i7UBA1dCDuPnn9+XPn+5+PX7299/GBgZ+JmZtLk4jfl4uXC7BN2a/6DznV7++vXz339mRgZBFhYxdnZil46gm0UP/s2X99sOLDj88CLYMlDi+vfv3/PPr2ed2czMyNTpnQ++Wgp8MTFoEgCiCqSMhYWFGdyK/fv3742rt6+cvX7+xOWnD17++/mflZmNnY0TtA8dvK2WARy//xkY//2Htvv//gO1+3+D1vn8+vX759fvX3/8+s7Czmxiqc+qyLXnx+UHf578ZfwDWoP+/z/DLwZ+Lj5XZVMFQSkW0BwU2A2oxK+/fz79+v4LNLEF2leAkGRifvDhxanHV8zlddlYWEG9kP//GRlRJt4+/vj85Rfq+f1Q/f8//vzy7NPr339+cbKyQ8UwKFAPB0MQIvCfgeHPuze/Hj389/4t6DgddvY/jx/9//sX1IIHjxdAlIHIv3/+vnn99+tX1n//OTS0/oaEf924/s+tmww/f4D6M7D8/u/Nm+9nT///9YtNRo4J45jg16/ffPn8Bd7RYmZkZAX3lRiYmf8+fvTzymV2FTUWXtBUF/6cwyogxB8SwWlm8evenb8vX/77+IGBiYlFSppdR59NRpaJ+LwA8tgoHg2BkQ5GOwAjPQWM+h8zBP78/fv0549H339+BI1aMfIzM8lzckhxcEAXFYAXyl/+8vX295+fQRc0/VdmZ/UW4FHn5uZlY2NjQlkRhGk4AwMjJwurBi+rBsZk9bc/fw6+ez/r5dtz335+h00qMDEybP34JfjbjwwpMXGy1t+DKnVs7sAU42BmdhASYGFi3PLu06Nfvz+C1+OKsDCb8XD6CQto8PCCziHB1AYTwdLTYGTgZGZW5WAXYPr2FmwaqIEGXubPzcRoys1hzMvDyMj0/e/v+z9/gbwM2tfIAOoAQM6lBw18/2f98Y2L8f+3/wygI/3BB4YKsjBZcHMqcrDd//H7xe8/z37/gdy0ADEcvDr8vyQLswMftzDSxsR///8/+fHzwS/QSCRyW4wRvJT5ya8/X/784WVj//f///3v3099/fEbbBfMc6DOxqe//859/fHm109cHQDwgUj/IFfDwjVSyPjP8P/F9+9zn79a9/7Ly99/IZMwzIyMwixM3vzcWVJistygNVR4bfn/7ufPzW/ebnz3+fEv0KWpTKDzo5jNeTliRIW1eHnxtBTxGktbyS+/vr359okJ1FKHNQtBNDPDv3/nnt16/vk1KB2BREANUdBkEOh0SVBH8/ilU67a1jfO3dq37fDLJ29/ffvDxsLOzsbFxAVXDdIKWkrDAJrU+gcZ7wcv8Qcf4f/z168fP3/9/Mv+V1FHzsra1MXZXlFZ7tOfL6a3Tq25vO/11w//GRg5WdmkeEWclU081C3ZWdjvvH7w5ed3Bob/PGxc4nwi8Ot12VnYLRX0N98+ee3FbciINdi5DAz//3GxsvNz8EDyFNq2XQYGhruvHnYdWrzt1onvf9A35HCxcbqpmNkrGXPjnQHAFT3/fv/6duHst43rf1+7+g+0nOYfI3iW7P8vsEWgrAfaZA/SzszMJCPHYW7JKizKyMTEzM7J6+zGrqH16+b1X3du/zxy6O/z56D+AwPDn1u3vjx88E1YhM3MnNvDm11JlQlxThfDg9t33r548f/vPyZmpv/gbCXNzsYJPjfs/7dvP3ZuZ/j3j9vRhU1aBuISkNU4MBMzC4eiCoeiCij6QN0qcHbHoXhUeDQERkMADxjtAOAJnFGpERcCf//9e/j9+6Y377Z9+Pzo558f4EU43EyMOlzsUSICzkKCTIxMZz9+Wvz67ZHP39//BS1YYWRg4GRk0uRkjRP54ycqwsYMaWSQHHR///+7/+3bolfvjn39CTqKBza09p+B4f3ff+e//Xj565c4Jye09UCy8cgacE6zMzIw8rGxe4mKOgoJfvnz5yv47i1eFhYBVlZo5wfZGBzs/6BGPGglBKhmZmDkY2ULExPhZmba8/Hr6z9/Pv39z8zAIMnKYs/P5ScsJM/NBeoRMYPO9xRkAp2qCWr9g0wGBSNoCoCRSY+XJ09e4smvPy9///n5778wC7MeN6cFP68AK+u3v38///lz+9v3be8+Xvvx6/2fvz///+dmYtLgZAsQ4rcREGBH2vLIyMggwMoszML0HHySPcgCcDvwPwMDDyOjFgc7H6zJ8vc/A+TiNpBDYBgSaqyg63IhWmESSDT4QCSUQdx///69+PHj4Y+fn/6Czj7lY2aW52CX4uBEPa4EeXoDyTgw88+/vzvfvlv45uOnf6Ab4iAnR/1jYHj559+a95/1uTnCODmxTjeBdYOI779/z3/2csbrDx9BNzBAu2nPfv+7/vP3k5+/2xWYZLkxOqMgfSRg8MQN6K5lEvTgUPrm87u7bx+/+fr+wrNbn399A4/RQ5RCLAElCkleYW42jqd/foFSCyQ2QHM6/9l/swj+4r+48VLDka5fX/6wMLGysbKzc0Mb/uD1ayDVoOvSwDtx/vyDH+nz+8fvH9++f/395+d/DobPvD8/Sf7lUOL7K/njp/CtO3c//Lj28/6H5x9/fP326zsnK4e5jGaUvru+tDorM8uR++fnn91y+umNjz++MoI7ADriSjGGHk4qZrygI6aY3FXNmf7/W3Bu68Xndz78+PLz729WJmY5fvEIPecAHUcudqSDQSEeBZNXXt7Ze/fMu++fIAkPLAYm/v83klQrt481ltV6++X93beP3377+PffP242TjlBCXlBKXbccwJg/Qy/X734tnnDz5MnIEd5glrSDNBNvcxSUmwWlky8fP8+fWT4+5dZRIRNV59DXYsZtrqGkZGJXUaOXUbuh4bmnwf3/r18CZo3AJv7/8fPv48ff3/+/N/nz0zxSWzScgxMjP//g04vZWZmZmFigtoBuqODkRXU4wFrY2D4+/jx18ULf1+7whuTwKmBfvA/VBE2CpqUsUmNio2GwGgIEASjHQCCQTSqYKSEwL///x99/z796ctV7z9/B12nBW2Df//7//iXH5xMH9U42X/8Y5j8/PXBL6Aj8BgZoBP2P/7/v/b9975PX60JLZJBCsr///+B2jbw/bt//v1//evX09+gYW5QIwVJKQMDAxsjIysjaNga1Lz+948RtMIBUxWqHiTe339/H377fu3bt5e/fv/5/5/t/395FmYDIUEhDg4sPQpG0BwFJwurKJIJxDNBE/3QkANpYmJkFOPkTJSWDBP//eXPv69//zAzMgqysvKxgAqfr79/Q4a0fYUFngvx9vz7xwQ6cRF8UxjIEFBrT5SDM0ACdH8qqLUHaiozwuc0uJmYuVnZJDi5LAT4v/758/nP31///3EyMQmxsXEgNf1B7mBgYGFk0uPjLZL8s+j1h1s/fn379x8UFEyMsqwsAUK8IaLCXKBxUNA1aspcnP6CvEvffnoFur0N1G4ErTRmZNDhAN2FLAEKNIiR+Mj/DP8//vq15c3b5a8/3vn5+yfIGAYOJkYVdtZoEX4vYaGf//5f/vr14Y9fv/7/Z2NilGFj1eHmFmdnB/kbdIIN6NxY0EEr//6/+P3nB3jcFB7loMFu0EZqhoc/f/359w8074TbLZ///Dn99funfwygM1jgyhhBR7hc/v7r9rfvMpxc/4i7oQyuG5MBn37BlCJS5Pef34funplyfPXxx1c+/vz259/fv7ArjZkYmViZQEdXCnDwOCkZ51qGSvCKnfp+FrLMnYGJgf8Xt/wPccm/wgLM/OzcnIy/GLk4OCCdJVDAgxwHOkIftNIHhP/++fvnN/jK3p+/fnz9/vXX759cvBxqegoCGkI7fl64+//TT9A6n+8Mz5+ffnoF4X5Q3IDMOv/85o3XD9vcMz///Faxc/qpp9fAo/vg+Pn//+ar+yceX+1wyww2cOVk5eBg4/DVcbRTMn75GXQFweefXzlY2OQFJeUEJVlx3x3Bx87NxcYBPusSlOgRbmD4x8LIxPifYc+tEzNPrT/26MrHn1///f/HysQiyy8WpGUfb+ytLCqPp8f+/+/f/z9+gHITZDE+3Gjwejl2IxNucyvY9VsgD8PlURig0osJZAhoGB7scdDx/sygTQ+XL/26c5tFVJyJgwM0ccbIADpzlJHpD9gw0D5tRpAwwjQmJoY/v39dOP9dSZlVSppVSASewRFqsLHgy+3+/f3z5/Wr369e/P/+HZQ1ePlYJCRZBIXgpSs23aNioyEw0gGoDh7pYTDq/9EQAIfAr3//bn/7fvLr95/o168y/Gdg/PT3/+tfv5/9+nPzxy/QAdhgLXACXLWhD9XBZbExGBkY/4OaEjA58K5iVlUO1nu/QOPc4BoVJMfKyKjKzhokxKfIBRr+Bw16gSYZ4PIgNXjwv///3/z8seH1u5VvP979+fvXf9BiYyYGBhEWJo+vP1IkREAnC4Fdj8cQkqSwj0YzMnGzsnOzQk369ufX3nfvd7//dA/kJFDzV5qF+eev30yQi8BATTZYYDIx/WcCLRtgZGT89/8faGYBm2tZmVkEmJgEQLf6grpJEGv+gVYzgy9FhvAZGLhZ2HzERC34+V79+v0WtG3jHw8zkyxoSB60vgt0URjozHFGEQ7OHBkpSz6ei1++Pfj568Pff7zMjAZcnHYCfLKcHCxMKGP8MLPR6d9//2589abz+ZvXf0C3BUMi7Mff/6e//Xrw9M2Bj1/f/P176duvr+A2LiPoijQmdQ5WFQ420OAoA4M4G4sFL7cJHx8HM7MuF6cYy5dnvxF7ksFj2P/l2Fj0uTkJXfrLwMbEJAS6H+4/+KB10GIZ8KAvaB07GyNIFrTPHN35pPG//fh67+3TV1/e//3/j4OFTUZATE5QCu38JYImXntxp3b3zOOPIQ1ucIDB4tpKVjvRyFuST0SCV0RFRJaXEzRlAVk8Azb2v8ofWS0mJSZWFiboAZEg7eA0BGKAtpaArpD9+/ffn99/QUf4/wSv7//5+wcrB4uOiYatg4Wxub6yisKcs+uf7T788+tvcMcY3MfHFtu///458ujypmuHedk4H358wfif8T88VYAsZHj6+fWO28ftVYylBSQg7uTn4uPn4lMTh16XBnY2PkJfWj1Iy/7N1w/PP70GtbNBxjIy/P/Pw8mjL6n64vObKSfWHrh//s+/P2CnMvxi+H3j1f3ud08//vhS5ZQkyS8GKiuw2cAiLMqqpf37xo3/Hz+C5GGBDLYFdEgnw79/jNBkApLHilmEhVm1tX/fvP7/7VuoRog6cOYFHTwA6iGAxvn/////+tnTf3+gEwCMoOOAQLaAOm9wqxkYGX78/PPk8d/Pn1kEhXG5HGIDhAQtt/v/j4mR6e/nT18PH/i+a/ufBw/+//oJKqw5OFjkFdidnDksrdlFxLCXSBBTRsnREBjBYLQDMIIjf9TrqCHADFoQ/A/5gE6IPGiN+P//d77/XP76PR8LMysj43+QSmglBVrSysggx8biyM8rxsYB0UIMiTY6xcLEpMbDUyzNoMX58dr3n2///P35778geFexmyCfLi8vUjsP1BYgxgoGBoavf/5se/t+4st3r3//YwbX6qCWNAPDq7//93z6psv1RYmLG7JjkkgDQfXuP4x7f4nUDFre///1zx/zn79a9vbTi99/wU000EklTP//s/5jYubiBh0ExMwMalJAzGRkYgBdIQryMijEQDREAp2EGIUsD25dIAuAtTAyiXBwinBgWXeB3FDgYGYSZWXhBI8hszMysDAw/mNg+P0fdBANkcOTP/7+vfLt27sfX1mY2cEHn4Jsh7jm7d//Gz98AzUaQWaBncnA8PXf/zNff53++hOkDtxIknzzKUzoi68Q/8c/f3nALoFIMTAwCIN2QXBEiwpaEXENHD8bW6K48Nd//49++fH93z/QUiQGBlZGRhUOliRRAQM+0HV1EIfBzSee8fff31MPLk07sfbww4sffnyBXDIlwSMUqGWXZOqvKCwLzSeoJqJNE0EkX3159+zzW3DPGNU5/0DD2/bKxsqi8hCVEJKPkxecokENYPD0AAsjIxPSaDl4Szl4c+/ff39B7f6/v3/9+vnj5/dvP7/9Y/unqafq4GhtZWOmrKoAzQL///OxcrEzgpMfNFogVmGQjIw//vx6/uWtiryeGLfAy8/vQGPaCC2gNfTffv/8/fcPhk5iBYS4BYvtY42lNXfePvHw/fPX3z7+//9PklfYTcXcT9v++cdXn35+Ay1hA08MQg1lZP799/fBBxdCXj8U4RFiw5gEgyhj4ebh9Q1k4uH9vm/v3+fPQFd6/f3zj5GJWUaG09OHQ0sX+fBNiBZMkoWTm8fbn4mX79ve3X+fPP7/7RtoMwALC7OEBIebO4euPhM7dHfyv3//bpw9+/PbN2Zw+ID6uuxsgsLCzP/+/P/zB5rTGRmZJCTZtHWZ+fmxJhhMB4CW2zEy/////8eNq982bfhz+xbIAWAr/n///vvduz8PH/z//p3Vw4dJAOdJqZjGjoqMhsDIAaMdgJET16M+xR4Cf//9ffrjx91vP579+nX92w+sV3Ex//v7/eevy///BYgJZooJ7Pr49fHvP1/Ap38KsjAZcnEECAuY8/Oxg5e1YLeGCFE2JmYtPn4NHp4ff/9+B20w+M/BxMTDwkr2Hs3///9//vP7ylfQdgVI6x/iCvC6AtAy92+gQXLQonyIODEkqN7FvwDp//8Pv3+9+PnrE+gGWwYuZiYJNnZhdjZQ8x3Uhv539fOX9aA7Af5BGgRQSxkZ/woJM/Lz/fvwiZEF0piHbCJg/PH79/efPzlBa2NQ24VQnVAKYj6UA6YwRcDCBIj/DAxffv/a+OrNPNBKod+/QS1K0FwN+/sv2m8/ZUsIuYuKEDMJwMLIKM7KxsnG+QO8oAnZVmYGhv+g1RMo3gGPjIK9DFP67Pff2a8/bvnw5c2fv59hfSWIpBI7S66EsL6gIKjxCxHCTTIyMpkKCnVzcp7//OX5r9+vf4O6ABKsrMa8XBo8PHjWiuA2EiFz6+X9mt0z9t07i9wCfvf1w603oCuMa11SIKP1yC1+UB/y/z/IoZkIgxgYpPnE5AXEH354wQDeRgLqHIHPemJgYOBj52JhArX2kFuHoDutICkFfArQ/3//Qc2//6D+OdiKv+Al/qClPr//gK7s/fnrx1/2f1zy3Fo62vb2ll4WDiL8wsgOYGBkdFA2idZzW3Zp98uv78EzQmALQI1s0KA1qMEN8ScTs76EiqeapZ2SEQMj07QTay+/vPf9z0/QyDcjAyszq5G0WqS+mwSfCGT4H8UWMAc0ncUAmtAC87ATvBw8vjoOXpo233//+Prrx////7jZOXnYuRkZmdiYWQ0kVa++uvfnF2g5Ini8HjQ/AG1PgxwJdjl2gxlYhUX5gsI4bez/vX39593b/99//GFlZZWR5ZJTYGbn+Pf37+/nj38/fPDv46f///4xcXOzyMiyycozo3abWQWF+PwCOS2t/7559ffdu3/fvzNxcLBISbPKyDGjHgQEmpcBxw0ouf77zy0oKJ+eKfD/79/nz/++f8/w/y+TiCi7oTGnrj4znwA43nG4G6vwv38MkOkF+IomkF0M/z98+HXy+G9dfWYeXkbKSmas1o4KjobAUAejHYChHoOj7ic/BP79///y549tb9+ve/vx5o/fP0Dn2INMQ2mXgQQY/jIxfWNj/8/CqsTB4SsiGCD278Pv3x///GUAH6cozs7OiWOwDaybNIKJiZmLiZkLtlqGNM0YqlkYGflZmNkYGEDH8MM89h+0qYBBlYPVkAfUrsLQRFAAZhCqwv8M/z///n3o3YfVbz9c/f7rC2ghAQM3E6MmB1u4iICjkCA3K9u///8//P37FXbGEdwA0G1o//8xgLZVg1cpgbZfg9YPMDAwXL734Mq9+6aaGnDFNGX8+///2ucvM169u/XjLzMjA2i9Fbh59es/w8Xvv7a8/2TBzyeM2hLC6h5OFtZgUaEXf/6sffcVspscooyZkUGMhfnrv3/v//5nAjWIIMJYSCbwtMDtH6C104iFTeBG6MOff+79/KUPX37NwPDn79+XP3+++/P7z7//rExMQqws4mzsoIHt//9//wN1VYVYWd1FhGEnyoO6NVisxCH05++fV79+vf0NMpyFiVGIhRV8hChocczjDy9vv30K0sfEBL4ijREUiYzMf/7+Of74yotPb3g4QIcU/fv/jxm6ZQbU7IWzQRphWE1csc4pedKxVSceX/n868evv6BFI3ycXLZy+gU2kVIC4sitf7Am2FpyWHqEJJ3ff//8ASHQlb2gMf9fP378+/GZ8+dH6d+cRkK+5iapVoGaYspYw16Qkz/dPFCMW+DA/fPf/vxkZWLhY+dWFJQU5OL78P3Ls8+vP/74ws7Cpimq4KdpayCjycbCFmfiaymvd+7J9UcfX77++p6JkUlBUNJO0UhdTIEZtKsE7FIKCGZmFh5mHkgwwo0R4xUuto3m4+DafP3o8y9vv//++ff/P3YWNg0RuVRTf13Q3cAEShDQoT4SUgwSUnAzIYy/375+PXLw6+aNf+7eYfjxA5TcmFmYRETYrW14PH3Y5ZWQG9OgroiYBIMY6BI0iHZMkpGJiYWZiQk0cQqSBDXOGRnZVNT4DA1Bsz1//4BWHLGAZm9A0iRiRkZGVjl5FmWVv8+egWYhQKbDjPj/79/Xb/9+gDpOsAQCkxqlR0NgFIAvMhkNhtEQGIngP8P/N79+rnjxeubrD+/+/AMdSw0OBqxVxV8GRm5mJj1udl0eLhYWNiEWBiHUIS6w1kFHMDIyCrGxh4kK/f3/f/+nb+///vsOPgNehIXZjpcrQlRQh5cXo1FFvi++/v6z9uXriS/ePfv9F7RRFxyU7/7+f/r7x8s/b4VZWCyFhFiYmFQ5OY242Pd9/v7jH2JsnJ2JUZ6N9REj41uQIKghB251gxzzD3RMO4hBH/zv/7/Xv3+///uPCbq+BGotI2ilEsOHv/++g88zhYrioUB7nVkEQEvSUcZi//1nePf3nzQLswo70/Ufv0GHn2IYAlnizwQ+Fh7rcuxPf/89+fnr3z/IuYr/H3z7suzl272fvr0B3bX8Hzz5wOzCx23Ew33z+4+b3398/QfqyUiystjwcVsL8JNwewDD/ydfvy179WYX6BCnv39Ah7owirIwu/JxR4oJK3Bzi/EKSvAIPf7wHNRSBDXxmUCnqoKG8P/xsHFC7hkAzRqBpEDj+ZBjYTB8DBJgYWZxVrc0kFa/8+bxi89v3nz9yMzEJC8gqSOpIsqLOlQPUg7qSIAtZWT+z8z2hwW0JRSUcP7/+fv78/dP335++/n7+2eOn58kf32Q+ftN6P8/0BaRl7PObnr06WWdc4q2pBrkzmCwYQwfv33afO3gputH7n949v3Xz9///opzC3iom4fpucoISjCCl/j/BvWv/jAxMrGzIF2JzcioKqagKqYAMYdIEtfMAJHaGRgZ1cQVW9yzk0z8n3589eLzmx9/fglx8WuJKSqLyOLZW4zf/P8MDD8f3Pu6af2fa9dA25ohqv/9/vf06fcN6///+sUUHc8qJkFSofHh9esvHz4wgPI1aB82MxPT/0+f38+dyammyq6rx6FvBNr1C7GILJJNUpo3KpZJUPDn0aN/374GHW307z8DCzOztDSnswubgiIT9UZnyHLgqKbREBikYHQGYJBGzKizaB0Cf//9f/rj54kv3z/+BTWY8FjHwsggz8YSKMgXKCqoADsOD4/6QSEFPuqEiQl0+p46L28ZB2fir1/v//z5/PcPKyOTGCurFAc75jk5lLj8H+h6hF9HPn978ecfymkzYEPf/Pn37Nfv////szAxafDy1soxWbz7eOP7z9egc3v+CzAzGXBz6jH8L2Vlefn/HxtoHyG49wAapwadIcLIyPDtz59XP3/8AM0qMPKyMIuwsbIxExjjBNtMGvEftDSFQY6DXY2d9fifn3//M8K7Af/B6+YV2Vn5QRtqCRv77///q1++bv/w9Tv4AB+4hv8MDL/+/VdgZwkR5Jn5+tO5779AA+lwaQaGfwwMnEwMGuzsNrycf///X/v+y/PfoO2/kFYXeND/vwo7mxEP6LK5/wwMT759bXv0fNvH76CLC8DBxsDw/8Wff9d/fOB4/fH7v/+gW6jA5jMyMKx+9ylS6Eu2jIQQjtMnwQoRxOsf33uePF/74esvyA5ikMz/l7//3fr54dXv33UKMloSKtWO8f1HV5x7dvv7759//v1kYGTkYeeykdMrtomWFkRtLKJ0hUBmoeH///8L8wgJ8wihiUO4X358efkZNNrNyMAgyM3/HbT6BbSfmf0PK/9Pzv/s4Jt8QftM/v358/vjn48PDL99Efv/F7LdAzTHBOovfP37ffvtU+YyWsoicvBz9D9//zzx8LJpp9a//ALe0go+0fTWm4eXXt598vFVuWOiOJ8IaLCZhZWVgfqpDuI7TBJ0V/X//3jWaLGzsmtKKGtKKGPqJV/k/38G0NwmqAuPMISZmeH379+XL/9+8ohVRJSBlJmN25cvPb1959+fP0xMoNTJzMjI8vvXn7Nnvl+68GPH9u+mZjxhkZxqmrBzhxB2EsliZGTiUFBmTUr/7e715+XLv+/e/P/5k4mHh1VBkU1eCflWMlASAPdgiTR5VNloCAxvMNoBGN7xO+o7nCEAGWSFHC3+D7waAFQ7YVPOz8zkJcCTKiXGywbd1oZNFT6xf//+/vgLHT1lA63fRbksDHSyJ2g0E5f9+EzGKcfIyISopBm5WFnlWVlRdlDi1Em+xD/QCUOgQX1Qux1mDKTJJwTaCcAKacKyMDGp8PCqcHP//gcaTQffNMzEycL8+sMn0EIX0IktoFYd+Dwe0Jr4X/8Ztrx5N5v50Y2v4EkDRgZBZiYLHs4QESEtXl7kQVyYnSg0+FjRf8gbfFGk0Tn/mRgZNXl4a2X/r3j9/tzXH49//4Gsv2dkAO2aOP7lx8SnL3yFBbR5eQntBPj/498/yOmfaJaAxln//1fk5PAW+Pv41+9XsHsJIGHFz8zkL8CdKSWmyMX1/e9fA573699+evrr94d///7+/8/PzGzIxR4uKmTExwdZLf3ox4+L33/9AZ1zimLPn/8MX0BdKZTTP9/8/b/141cXwW+WbFgulgaHO6gZDR+ffv3z14VvP3//B00gwE1nYmT485/h7Lefj75/1xMQ9NdxNpTWuPry3vNPb95++8jKzKIoKGUqqyXFLwGfxoHoBa95Z4SwsZLgvMAESSfICr79/L7n9vGl53defnn322/QPmlhHn6+L8w//vxhYGRlAPXSQMaCnA6Ob9BcA8P/r7x//7IxMPwDTd4gTGNk/Pb7x913z37+/snFzgmZ5nnz9f3hhxfffPsAWiIFMgmq/OP3L5tvHvXSsBbmEWClQYcTag0Oigm0pxmSKHCooLYwIwMDi6QUq6YmaF/v168oxjMy/v/+7c+LFz8fP2QAteUZGbm5Wfj4Cd6/y8TIxAzdws4IWbMlycHGw8bKyMT0/+vXnyeOM4uLs4pLsAqLQtIziqVEc5jZOZiVVBmUVOE6/v76+ev+3d8P7v37/InhHwMTHx+LnDybvCIDJ+f/37/+//7DwPCfkYWViZ0DM73BDRlljIbAMAajHYBhHLmjXsMXAqxMTMpcXGHCAr//f7j94/c3UFsNtHUOU88/TCGiRT7//nXh0+cDHz/fBR88z8bIKMUGWoZhJ8AvwMYOrfBAg7qgli7Rpg5GhaDz/tnZA4X5X/35e+X7r9//Gf7+B23K5GJi0uFkixcVMIQ1WKGuZ2RiZWZiRRr9/gdqvkE6Ef8ZQWxIQ4zxGwPjvDcff7PzMvz9B2lQPvj/9/oP0JGsdXLMRNyDC167A7WVAAVedMPAysxgJCCozsW19937jmdvPv39C3HK3/8M13/8vvnj47Ev36qlxayFhKExiM3UP//+vf/zF3QWIoYsIwPD53//Hvz8HSQsKMvOvu/Tl5e//rz/+5eJkVGalcWBj8dLRBCyxoybidlPXMwJfC/bR9Dynn+8LCyiqLcccDEx84AXWKP1uyBciMvhTmBkYPj499/bX79Bg+GQ0ITLwRjg8xmhHC5mZkEWpv+gwxURqsGdZ1CXANpUZ2SQE5KWE5KG6qGAwtpP+/fv7+arB6p3z7z79jHYbJCfHn58zvD0CwNonwCoYwlaTc7wH7wNFnSQ1z+Gf2xMLJbS2s/ZPz348OLPH/Adt2DNDAwMCkLS5rLanLDWPwMDAwcLhwAH5EwhyGgATCkjw4cfX19/eQ9KnDAxGtF///758P3Tl1/f/v37z8bCKsjJx8XORUbb9O+Pb79fvvz38f3/P38YWVmZhYRZRcWYiD6gjFVIhDcsipGN7ceeXf/ef4DtKgZlon/v3n1ZtvgrM8t/0KZbRiZ+PlZtHS4HJ3ZVDbRdv8hBBFrJBt6lDU5yoFQEXu8PikTQppGfP3/fvPnnzWvQsf3MVGuQ/P7w/uvend+2b/37+BHDr98gX7CwMAkLs+npMwkJ/X3z9t+nDwz//jHx8LAoqXCamrMpq+LxArJ3RtmjITBsANXy27AJkVGPDJ8Q+P//x98/X/7+/Qta+M7IxczEATq+BjSOywC+jVKAlTVAXNSSn/fpz59Xv35f++7T+e+/wGtVQU1yUOsVHBZMoC2zjNAxLLAIMcS///+f//i+5MXrFW8/PfsNWjYOOXuHmZFh58evlu8/mfJwGfNya/HwsFGv2iPGYbRTw8XC6ikqosnFdfXbt+e/fr//85eDiUmJg82Ih0eWixM0torX7v8MDH///gWdAANq/YOUgpqwjAz/GZl+MTGDlhWB2wwgCfAI9J2fv5/9/CnLxY2nFQ7qV4HaUHCdIN1EYiYmpjs/fkGW38C1MIFbMbd+/Dn95ZsZPz/oIBoGBtBxMQwMyI3Xv///Xfz4adar989//wVNa8D1gxn/GRguf/td9fh1oOD3HClRH1HhH+DJEEZGBm5mZg5mFlQfMfKwsvGwsmHdaMnIwKDNw50sJjjr1fv7v/5A+10MDOxMjILMTN/+/f8ISnrgFS0gl/9nZWQ04WbX5OHCFR3w9fpglzLIcHKmiQv9fPH26vffv/7/h3RoWBgZVTlYUkQFlTk5Pv/6+f0fqHnMwsTIx8LCSoPE/Pvv77NPbzz+9BrUXgQ1IMFOY2RgePwN1GUHpxLQ2DLopCHQ+D8D6JK9/1xsnBP8itlEOTdcPXDq6bUXn99+/vWdg4VVU1QhSt/NQcWUkxVxaK8Yn1C8kefjT6/OPrvx5w+4vQi2hIOd00XZxEBandBsD3jy6/8/RvDQOFgrXuL/v99///wDLUdhgiShh2+fLD2/fc+dM8+/vP377x8nK5uasGyIrpOrmqUgNz9kmgKviSDJ/////Xx4/8u2zb9Onvj37h1oNzYTM5OAAJuZObe7F7uiChPsrmuQahyYkYGBTVKaVVvn54njDO8/oKj6/fvfkyegxjS4LPv3hOHPtWu/LpznTUzhNrGAn/uJooWB4cKxo98+fYLlQFBBCjor6e9f0LTr//8MHBzM4uJMoFyMmVHQTCKWC1pl9+Duj/17/96/DzobFKLvz59/L178eP4clLlAJQx0auXnoUM/9u7mDg7ldnRh4ROAqB0lR0NgJIDRDsBIiOVB7cf///59+/vnB6g+YGBjYuJiZgEdXUKZk//9+/f0x4+97z8c+vT1KahV9J+dkVGclUWSjeXP///v/4BWVPMzMxlxsjsK8Enz8EhxcrIyMe348OU/6DT6v2x/fv9kZfsD3rbIxsiozcnuIMDLReJOsu9//578+Gn1u8/P/oDOu0Qa6WZ4+effhg9ft3/8ps7xKVFUwF9UmJRNmWhBA1rsDxqdgx+BB2r+gNZrk3cIJprppHJZmJhVeHlVeHnBrU1Q0wxU3RJnCisLi6q01IUXb0B6QS07mLa///69evVfUhLWhgDJMTIw8DAx8oB7dDB1VKb//Pv3+e/fX9B2AsJw0Pg3w/9foEYvVBDUxYA3TMFi//7/v/Ht+/1ff8BBABZCJf4zMLz9+2/zhy9WvFxenNzczCzwW9JQFeLk/frz++637w9//PwB6t8yuPNx/Wb4z8fM8unvPzYmRiUONnVOzrvff+z+CDr6891fkHNFWZlteLlCRIXkiN7KwsLM4ikqqsHFffHr1+c/f7/+84eJgUGajc2Ul5OLiWnW81fHPn9/9wfUyWAH9QrYAoT5rAQEOEjMLKA5B1AiBrUr/4K3eSAffcvCxCzOI8jOzPLrD2iDASJEGBkZ2JghAQ86NQq0+h9kEgQzMDLwcvKoSClpSSp///Xj66/vv/78ZmNhFeDkxdwjy8zE4q1lryIiu/PmidtvHz/79ObH31/CXPxWcro+mjbSgpLwNVEI21FZ4DQAWoqEKozO+/n757H7F3bdOXn/3dOff36zs7ApC0nLCYjvvnNq551TX34gVt1cen573/1zeZahOTaRQlz8EIPgWQDCRSP/vH/3ZcPaH7t2/oes3gH3iv5+/Pj9yZO/L57zJ6eDzvAhIsv8//v339t3oEN1wEvIUGxBlDNg4f///z548OPIQTYFJTZpWazOe//ixd9fv5lBR+mC1mox/f/PyMvLJCfLzMLMwMfHZmjE5eDCKiXNCDb5H2jakPH/n9//vn+HzDMwsrMzc5I2EwJa8sXOwcDKCip8kM8FQmaDnQ8i/v//+/Dht107WGTlmHQMmNjYQIKjeDQERgAY7QCMgEgerF789uf3lc9f9nz4dOXbz49/QY1yQWZmIx4OT0EBVR5ugkNuuLz169/fi58+zXj+Zt+nb5DjJkF1M6gmAy0dBq1yButkYmDYzfj52pdvabKS/GxsZz59vQK6ApjxDzPzHyZm+PA/OxOjAjurAgfJ60R//v175/tP0GEyYOuQCfBIF+Ov/wy3f/4+9PmrnQAfBR0ARlAlB2kEQe0AiRA5ZAjVgYP6D7qk9j+4KYa1ZsehDSoMcgaECRqV/f+PoDkcbGwW2pqrz1wENfBB8QXRzfj/9+//D+4z6evBF2dwMDFqc7AmiQmpcMOH//8z/Pv/F6STAXS9AOjgdoh28kkOZtBdvEc+f7/y4/cfhHsYOJkYLbg5nAX42GCj3Zh9LUYGBm5mJg5Gxi9gJ2F1BCMDw7d//1+Bjtb8y8RISlH8///9r18WvXy7/eOXN3/+/gEvM+JkYgKHCbejELj9DWrrMBrw//cSFf725++Xv3//M/znZWERYGXFs6kUqzsZGJkUeXgUeXhAQ78Q7zAy3v38ufnxi73Qo5xAye3///9nv/08/uVb8a/fIeLiLEQ0NOHWgVIIA/iSNQZGJibwyatwOQYGZmZWf22H22+frL168O33T5B9OyB5JnBXEcRiZAQvGmMAyYHvAADlcxADdFASExMXOxcXO9en759ffXn38vNbBkYGfg5eMR4hdlbErh5GJiYNCRUNCZW/f//8+PPz379/rCysHEizBCB78GJQOYNXwbef3xaf3TLh2Kqbbx7/B93gC+4eMjJxsLL//vvn7/9/DOCzhuBmvPv2cfW5nTqf/tkw8LP9+Am6gJxfgFVZhV1JBe1IfoiWf79+gQb+f/8GT5WAxUDJADRF9fvatZ/XrrBKSjNzcoEl8BGMzEwskpJMvLz/3rwBRTrEEKw6GBkZ/v75eezYx2/fOR2dOQ2NQYPoqOpZWFhA06fgIoTx/38Odna5qBgxT082dnZGDg5mXj4mNnZQvIHN//f71887N38cPvj79q3/X7+BLszg42PV0OS0smVXVCbmhjKQCY8f/jx3BhQUkOQKNhlEwAf+QUuSwA4CTxEy/P//9/Hj3/fvsatqjHYAQAE1ikcGIKXWGRkhMupLeoTA//+vf/3c+Prtwtcf7vwE3UsEK4wZTn/78fzXn2xmJgVu0PHhpDnm/7////+/+vFj69sPez99+/Efafsjap0Eah4wMLxjZLjw+9+jHz8VGRkf//oF6S2AWlNg14COjGBgYAet2mflIuUemf/g83D2vnu/59M35JMu0fwCGqYCN2DAtqFJksDF0vqkRvMXXDNC3EihA0F+wdo2Ao3UMvxHcv//P3/+/AdtAgad5ghueYCk/zMy6vNyBUkKn/n89cy3n//+M5hzs0eK8NsLCrKzsDL8///sx/fjHz9f+/b9099/TAwMQqwshtyc5nx8/LC7SEEuIB2zMjM7CgsJs7Fue/fx4c/fb0FL8BmEWZhNeTi9hQUUuLjAXS/s5v77/x905hF2SVCr5N9/0GioCjuLNhcnE3iuCYdaLMIvf3yb9PTl6vdff4NWskEVfP/77+DXn99evlXgZNfkg7VrGRk5WVg5WVixHKIJ1UcKBcpE4MTw/9+FL1+Pf/nxCzWL/WdgePz7376PX12EfokwQw7fIcp8cOcQqhJsAZQNp1TEFLq88hyVjCYeW3X62c0///6CUhRojyxYOXhv6f//DKBuAChVQfIuXDfD5++ft14/suLSrhuvH37784uJkVGIk89aTjfWyEtfWoOdBWXQl5mZhRvWtfvz98+TDy+efHj57fcPRkZGYS5+eUFJXIcUIezDwXr1+e3mG0fuvn3yH7QpFTEp+OP3T1gXHuwduHZGpkdvnpy/vEjjFRMf6Ea6/wzMLExiYhyOTjzefmySMpBRc7hyZj4+Fnn5X+fOgo7CRG7jMjAw/Pr17+tXxMmecD3YGIwMjBw6en98/L5t3fz34UOG37A1UYyMDJBbusFhDdPK+P/jx5/79/26cP6Xjy9vQAiriBi4Q/bv75fP/z5/ZvzyBXHr3f//7FxcUoZGXApKyJEOyvWgM0IZf926/mXxwl/nz4GvIADb8P//r9Onfp48zh0Zy2ViBlom+OULw58/DMzMzDw8TDx8TEhdzb/fv309ehB8MfDt/z9/gsoQsBkggomJkZ2dkY+P4d+/f+/fM/yEjgdBpJjFxJmFReBXHEB6pASnfUB6R/FoCAxZMNoBGLJRN5Qd/uPf3wufvyx/8/Hmzz/MDIyssFrvPwPDj38Mz3/9+QyeECDSi3///Xv0/dvZz1/ufP/5+e+/N3/+nP/289d/BvBAO04zQKsN/jM8+Pl7+su3QizMV7//+gM+gfE/bKyXheG/NAuztwC3r7AA8fd8/f///8WPH4tfvFr45uNb8E1PaC6ArCiB+Pjff5BnN7x5J8TySYCFRYWTQ4GLi6ihU1AF9Q/UdAa1ydBswMuF+Q5P4xWhH9TIQvBArP//P/3+9fznr09///7//5+TiUmcnU2EjQ2x/B3UMgD1HUCKYRhsDMTHMCEoDfIG3AdMTEyi/HxsLCy///xhBbczQDeD/f8nIySY7WjHz8l+/NOX3/////zHcPH7r9cv3h3/8t1bkP/Dnz/zX7079vXH178gvzEygBrWoizMwYJfMqTEJYgY74S6BRvFxsxiIiBows//8+/fH+DrtDiYmTmZmXEtoIeY8Z+B4d2vX3s+fn33B3QADUQQmeRiYpRgZTbn5ogWEzJA2xuNrA4b+z8Dw8fff278+PUL9RoXSPg+/PXn7refmrz/8LsQm8EkiP0DxcL//xArUfX9Z2D49Pfvr39/wYPbqHK4eR++frjy4u490KqYX6zMbNIC4rriihL8Ysg6WJhZvvz6/uHnV8h9feB8itTQBzFBA7yQxfhgWajuP39+Lz23rfXgoicfXoCFQO5+yPDs/NObp59c7/cuMFXQwzrf+Przm+Xndy65sOPu+2c///wGrTpj5zSWUk8x8XdWM+fh4AZNfIBNJJJgZWbhYGEDNXxBa6aQNIFyCCMrM/Mv0K1Yf6HNVkZG5v+M2t+YNb8ycID2XoB743//Qo7kZ+TjY/ELZkZdysXCxcPl4f3/588fBw/8e/sW1Er+D0oJjDw8bFbW7IZGyGdiIlmPhcnCw8fnH8yuo/vz0sW/z5/9ff+O4d9/JmFhZnHxvy9e/Dx+7N/Ll1B3grI7qGPw//37H4cOsqlrspjz//3969vxo78OH3h65879C1dAZ4AygG5oBk0FMDD8+/Pn/9+/iGkK0P4ZUGn979/fPy9e/H3ymOH3bwakZj3Dv/9/bt3+unrFr7On/758+ffli/8/fzIyM4M29RoZc9k6sMkpQA77//365Y+DB/7cuPH/1y/UIu4/k4gIp6cXh7kVIyPDjwvnft+8+ffNa4bv3xlYWZll5TgdnDj1DJHnVUCpBEvAUCoEGtsAXVkNPhCLUsNG9Y+GAEVgtANAUfCNaiYvBL7//ffgx8+X4P2RyOXsf/BRhiKsLAKwEfd///5+/fP3J+iCWAZ2JiYuFhbkBQyQsfbtb94te/Ph2o9fkKt8wU1AeKsS3YHI7W9QQ+3vv32fv/8HDccycjEx6nGyyrOx/vj3j42RUQW8YFpXUIiHlFWhP//9u/b16/aPX17//Y81d7EzMjAxMv4G76f89f//ma8/z3z9yQg6+p1RnYM1WkTAW0SIj9B5oyBfoI3woXsUhf/n79/b376e+/z18c/fv0ENd0YlDnYTXh45bMPY///9/fLnD/jEfVCYc7OwQNr3n3//OvT+w+o30Ft+QWenMDIqc7CFCvF5CAuBh9v///v3D1SzMSHHKopLkDmgm36RFHKysQVYmn76+Wv67oOP3n9iYmZmYmY2U5ZPcbJ+JyrS9OD5S1h7+tnvv09//b34/deWD1/+/Wd4Bj4mH7RLGGz6fwaGN3/+7f70zYn/mwQnJ2ivIVgcD/EPdHLMfyYm5u9/ft35+v0BaGE9aOeGGBurGhenGAcHOwsrO/EHwIN2n/8FzRgwMCCGecHW/2dg4GVmTBXhDxYVkuTgIL5jCdYNIhgZGARZWeXYWM99RzqaHyTD8Pc/Az/oDmCUQ2bBMlQmmJiY7QX5A759X/v+6yfQLcNQ85kYGBTYWHwF+YTZ2JEiFiqLlQItHHp0ZcLR5bvvnH7/48tf0FIxVm52HiNxhVzLEE8NGw7w8TVff3zdcu1Q28HF9949RTTsYHYIfGZn+sv4HxTWoC4luPUPyiIQG3/8/nH+2a2XX96jLbBh+P//4os7h+6f15NWY2HnhiiGk7///FpxYWfrwUWvwEuGQKmIkenL719bbxy9/eZJHxOzm6YNqTueRXmFfTVsLr24d+/9U3B3FW4bg4aIXJyhBxMj09NPr599ev3z729+Ni6ZBy+s793V+PybDe4b8Bj8/+/ffx4+9Jmdg5GbG9Qu5+BgkZJik1Vg5uTikJZjTUr/aef458njv69f/fv2lZGDg1VBkV1bj1VYBDRkgLCTAIuJmYVTTYtTTQu0zejPH4b//xlZWBiZmH+/e/Pxx4+f+/b+//EDERfgbsD/t2//PH3858unb8eOfFu1guHJk09fvn75/AXUWQRFFiMzuM8E9w2aCxiZmJlFRZn4+X+9evWDmZntzx8WyAFcjIwM//79uXLlz5XLoOkz0CgDI2jdzqNHv69c+XXxIm9CEpeOPiMTMyMbOyMbG3LXAmrFf4b/378zcnKxycqx8PBxaGj/+/Xr/48f/3/9ZGBmZuLkYuLgADsNqhzUI4NNykCFqESBBp5AQUEl40aNGQ0BCgDWJgoF5o1qHQ0BIkKAjYlRkpVVho3l7fdf8NXVjAwMfMxMtrycYaICUhwcX//8Pv/p8+73n66Bx/UZGRiEwKsvPIX4Vbh5IKe/f/375+D7D1Nfvr338y8TuGENGkfC7QBmRgZ2RsY//xmQr0YClfvgElmEhTlUiC9ETJiZkZmJEdT2hVz/ids80Eoi0IkWDIzwufi///9/+PPn01/0od9/4NVEZtzsQUJ8H/78Xfz24/2ff0CVAdj0fwwMX/79v/j9F8/7TwY8XHwsLKARXJy9GNCtAaAWCVgvfuLf//+vf/xY9/rtyrcf7//6A1pAA95tycfEaMnzMUNC2ExAANK+Z2Bg+Pn3z6VPn7e//3j520+IFwRZmIy4OX2E+CXZ2Te/eTfxxdtHv0Begznt/4svP978/ivIwuwqIsLIxIQ8HY/fYVhleTg4sjycQ63M3n75CupIMDKK8/O9+ven+O7jF3/+gRp4YG2g6AIfBPToF2jrCFwcLAmqt8FTSf+/gM4UAq0LgYjjIRkZGf/++3/t48dFr97u+/Tt3R/QDBRoxJeJyYCLPVFM0E5IkBW2LATdnH9/YJEFchdIlpFRgJXViJvj8vefH0GzQKDmBGh6guE/KxOjORd7oIigEg8vSCVZWJidI1VC5B8Dw9Ev37/+A601gnTGNDjZEsUEDPn4iUwbZFkOWlD+9/9/CXb2cllJC95P577+ePn7z6e//9mZGFU42FwF+Iz5eEETOMSZ/vbz24lHV6y4vPfvv7/g1iTjv7+/Pn59u//uq++/v8sLSEjwiay/cmD3nZMXnt958uk1WA3MaFB4g/IQ2x8WRvARoKBpANC4NLgLAJoLAKlkZWGV5BUBzSz9/I2ineH/739/P/748hdtPB6kieH3n98P3r/49PMbvDUJal8ysfz78//BxxcH7p0zktH8z/D//ffPf8AuF+Dkl+YTYcGVSMBmsrGwGUqpywmIP/zw/O9/UNIFC4NSrBAnr5OyiYmcDigb/vn19/8/Fkamn2dPf7s94+/7h/Al8hD1DAwMf27c+HL3Lqjw+f8f1ITl52czMeXx9gWdyMnByaWjz6CjD25ng2ZiQOEE10k6A3SnCCtilRSrgCCXi9u/N29+XbwAGkGHG8jMzCwnxyqnwMDM/O/5838fPoIOAGVhYWVi+g3agg7yJhMDqA/w/9cvkMvhGmEMRgYGdhW1P26ef3/+/Pv4CdPvP6AzwSCy8AkBWNEDEWb4+/f31ctfVq/89/49u5YOM78Am4np79u3/j56BFrvBFcMupoalHQZQDkbdCgWMxv7f7zdVFDAQe2AUqBTpuAGQsWg1J8vn34/ffL3zev/v38xsrIxC4uwSkkz8wlgC3nQOUhQbaPUaAgMKBjtAAxo8I9Uy7lYWOwE+TmZmQ58+Pz41+8P4KXb0mws5rzcjoL8khwcr37+XPPq7eI3Hx7++vMPXI+BBpgYGM59+/Hi1+8caWYZ0Nz3/0+//1z5+v3Fb1DrH1tRiwhf8DWuDFocrEZc7Ce//rz+4zdCDsZiZmTgYWbmBlVYaE1KmAosNGirK6gLAZNiY2JS5eQ04+b48PH71/+gXbSgI0cZQX0bGx7OZHFhYz6eQ+8/QhoncDfDGV///n/36/eX36DBXRYmJnZm0DA4zGxy6J9//+x5937aq/cvf/9jBveRQL0WBoaP//6f+vpT99NXQz5edvDWw8+/f219/Xb6y3e3fv4GLeCA2Xbi68+r334ECfIe+Pjl6e9/LHC3whS8+/v36a/f/xj+MTMwQvZcEtkAxVWhivLxivJB28f/GP7f+/Ad0m+BWQilmcDTJqyMjF//QcMZ3P4DNQA5mRgMudg0sM1vQDWjUoyMDI+/f+t7+nLHp+9/kRbW/wBPEP38/0+KjVWDlxetQ/j33997375d+/rt1W9QN5aLiVGJk0Obh5ufjY2fjT1VUkyMhWXPpy9v/vz7DO4QirCADuEJExVS5kEfb0Z1DgEeExOTiaCAAifH9a/fXv7+/QZ0pRGjJBurHjeXAjcXSaO8BGxCkf7/7ufPox8+Xvz64wO4FSXAwqzLyZElIcLy/8/LLx++//7BzfKf//+3P3/ZWfFuAHj/9cOFpzdvvXn0/ffPp59eHXp4CbSqB3njCqiZxXz99aMZJ9e9//F5x+1TX358AbXdkdWA3AZq/YNo0IwTZP0PKGOBZgEYQCtOQFIMDOysHCG6TnfePdl689iHH1/gbUo2FjY7BQN3dUtuDs4/f35///3zH2j+gYmTlZ2FmZWLnUtNRFaAg/vll5+QEuj/vz/gnbsMv/7+2XHnxJPPrx6+f/Hiy7vf4A0JYjzCIVr2Yfqu8kJSyLOUEDdAyH///p55ev3mm4e/wVOaEEFQfvz///yL2ztuHVcVlRfkFuBkg26f+MfJxcDMDLEdrhjK+PcPNADPwPCTje3vfwaOly//bd3y7+sX/qQ0dhk5SEIF51QwAdWDj/oPukUBUsriUwZSwcTMZWjCIi7x/fjR33dv/3v7FjS4zsbOrKDAaWvPoaHNyMLKLC3NyMPN8PULEwMDM7j/C96mAVrmL8nMxHb+9E91VSZpWfjQA9xKFm5eXm8/VlXVH6dO/H38GLT06NdvRn4+FnmFf1++/Dp5/N8byFXNMB2MjAy/fv86cvj3hfMsSkoczi7sBkZMKWnf9+75fef2/8+fQauJGBkZBQXZraw5zS2ZuaEFC/ioWPBYCCixwUwDHyT199uXv58+/v35EzSgwc3DzAe97Aycrv6jbQwAHb366MHX7VtAy6LevP7/5y/oKFgeHlYtLU4Xd04DYxbQkWjExgLCHaOs0RCgPRjtANA+jEdtwAgBRgZGPjZ2Z2E2R0HBn//+/vz3j4mRkZOZmRU0zMP47c+fM58+r3z78cGvv6DV1uDCEzTjy8Dw/R9ovccX0DmeoEG+f////wLRGBaABeDNQfBds6AFNjEiAioc7C//vLvxA7zzGNZyZ2Rg4GdmMuPmNOXjwayTwIbhJNDaW6xMTNq8vGXMzFa8n27/+PXm958/DAyirMxG3Fw2/HzinBzf//79DW2vopsJ2kP568+kF29ZXr77+/8/DzOTJie7iyC/Ng8PURsDYOb9+/f37a9fL3/9/vr37+vfv3d//PIOdBQpaAQOogS8mpjh5///17//vPjpizoPNy8Ly5Pv39e+/Xjj5x8mBkbkVv6vf/9v/Ph99duPz6B1MigDY5CmCQ8T6IhVSL0IC1GIPQRI8LWvjGgBiKaH8T+DDAeHEz/3s9+fXoHu1QLNfjDBehhsoCkdBsjRiZBlVDzg5fVOfNxhosIK3FwwhWimonD//Pt79fPnBS/eHvjy4x/qoh1w0mM4/+1X1aMX3oJffISF4GuKPv76sR7UR/145yfogHxQN4+BUZiFyY2PK01CVI2XV4KTK1WGPQI0Ov7n8x/QVWJCrCwibGzMsEHiX3/+fPzz59d/0IwKBxMTP67zef6DBqohK0ZYGJlYmCG+ZxTh4LTlgLYUUfxDE87/O58/T3r2atvHb/A1P6AZkn/ftb/c53hz9cHbh++/g07R5eHgMpRQjTXytFYwhKzeQXbO////rzy72Xd42ZZbx99++wjNu6AWGCSkQY1hkHpQ1v3HysR84fntm28ffwENw+Pok4OTIKiFCW66gfSBuwCg3fWg1ibIsL///upIq0/wK/a9ZXv55Z0nH199/vWdl43TQFLVR9NWgk9kz60T228eu/v26c+/v9mYWRUFJS3ldGX4xZgYGEW4+F9/fQ8JfJBZMHzl5f0rL+6CeVCXP37/7NKzW3fePq53SZUWlIBkB7ACOPH//tsnB+6dAwUUXAzCYGT89uvHiUdXw/Te8nHywvsPLLz8TLy8TExMjH/+/mdkQL+REBRuDCx//zIzgrcD/fv75/q1X3dvs4lLMrJDg+s/GDCBOkhQd0IsxCRBi/dARzARUAbRyMjIxC4txxYi9+/P7z/v3/758J7x/38mXj4WfkHIWhpOc6s/T5/82rP71q0738ATLP/B/WpQbv/x4++pE38NDP6LiDFg26LDxMrGpa3Pqa3///fvf79+/P35A7Sdl5Hxz6sX/9+///X5DKTnA3EJnPz/+fPv8+f+PHjwLyycy86RMYD3140bf548Yvj5k1lWjt3AiENFjQXW+gd1Y7ANxP/98e37xfPf9+/9c+c26BRUBkZGfj5WTS0uO0d2dU2sByj9/f79+7HDP/bu+ffqFaiPCkp5DP+/ffv58uWf+/f/xydxW9qgbdWAu3mUMRoCAwtGOwADG/4j23bQ1DJoSyVaK+bnv39Pfv56C1vwzcDAwPzvH/vvX3+YmFjY2YVZmPlYmMENu/8//v37CLo7CkswMjMycDMx8oGPYhRmYTbm5vQW4tfm5fnz/38cA2h1/iXQyiLQDae/wduFNTlZLXg4Pv/58+jrV1E2Nk48N+aAlsSCh3nA45F///198+vXu1+/f/3/x8rIKMjKKsLGBj42kfv/v39/wG0cFtDiGCaIK9mZmA14eUOFfi4DXxAGEYSQ//4zvPzz9/ln0ImNEJHdn76d+PK9UErEUlAQf0MZov4faAvy961v3295/+nBzz8/wTsNfoLdgFmx//j3f+/n75e+P9PlZDfl4Xz68/eNn78hrUuIabDmGAMHE6MGF4c8B/vbPx9u/AAdbg9ud4Fum1JhY47g47bk5YE4jxHU1IDrJsAgpq/FyMgows6RIS2hy8V55uu357/+3P/5+87371/+/GJkZv8EumUL4hbQ6Zy+/FyRokKynByi7GwsTEQVbj/+/Nn6+s3Ul2+v//gDbsRjcfPXf/+Pffl59fuv5z//FMtKMjMxXfz8eeu7j2vef37z+z/Yx6DQ/ccAuuFh/YcvkmwsuVycbOCpJH52Zn4G2Jk8MLN//f196sOntW/fX//+89s/BiYGRgEWJhNujlARQVUeUIMPqvD//wdfv+56/+HStx+QOQRhFhZ9bg5NLk52JiZ2JkZRNjYhVmwrnqH6qUb9+ft3+9sPmz58/f6fAbHX4t+vNw+Pb7m1neHbe3CzBxQIDAz/Lz27deThpV7PXB8dB3hbFuKUj98+Tj2+esml3X/+/ga1lkA6QBgiCzIEvPCCjZlVQ1QuzcRPkIO3Yf+8T0in44NVMjH8/yvJK/Kf9+/LF19B80jgvi04HYAbvJA+AJgPilPwAfMiPELhRh7hDAx//v7+++8fMxMTCzPrj5/fZ55cO+HYqgfvnzNA1uSAHMA45+xmDha2f/8Zfvz5idn6B7kBtAMH2sgGcUGY6fe/X/vunfV/ZifGJ4J2shDoGJ7fv7ZcO7Tzzqlvv3+AlKNiFmYWMR4BTlZ2Jkam///+Pf7w/Nabh0+eP3os8pNB8r/i53/a35hEfoP8CfMWVD/zP9Dl2SDO/3+g3jmIC+JBMGyKBMLDR6LFFD6lMLm/nz9+O370x7Ejf589/f/rF2hXrogou4kJp409m4Q0T2Dol/fv39y+9xt0TwVoppSJEXR7NGit1ocPfx4+/G/yA2sHAGI8aJCClfXPh7ffD+77eeb0vzev///6/f/z5/+/fzNycjJycIAONQLthIcoB43lMzCz/P/06dvaNT8O7Gf4/h10GcLfvwzMzH8fPmT8+5eFT4BZlhN+zg9MG4L+9//f98sXvyxd9PvqVci8AShBQi47O3uaOyKa08aehYcXtDQRFA9QjaDOJ6jf+R++VAwkAb6B4d+zZz9OHGVTVmGSU4SvEQXJjuLREBgcgKg6cnA4ddQVIyIE/v37+/LnD8heVXjT4C8j4zdWVh5mJmtezhARAXEO0BWev///e/nr133UU0ThYcTKyKjKyuzPx2kjKCDKycXPygoZRGdjYLAVFNLj4Xn7+/frX78ufPm24f3n6z9+X/726+6Pt8wM74RZmCx5uYKFBVS4OUHXOP1nYGFi5AAtxYG1jUEL/kH7LH/9/Xvz65dNbz4c+fztFeg4dtA1q1KsLK4C3AHCQjJcXIxMzKxwB8EYTIyMkpwc3sICl7/9ePb7O6i9AZMCjUuBZswhNEj0938GcHv3pzn/f9DsCEgMJ/73//+T79+mP3u56t2Xz39BkypwgyAhyczI8A9pNTFkofyjX38f//q289M3BgaQLETlfzD7P+hodkZZVuYgQV4nIUEOZmYtHq6LX769+P37w5+/7IxMChxsprzc6lzcLKAuGU6H4ZH4+xd0niPoXBTcihgZGfnZ2L3ERT3//fv05/emV2+7nv/68o8FVPXCdP3///fv3/+gjgoPFx942yhMhoEBtBAL1GoCNSlAGNFug9zWvPrtx6s/QPdbQfyO0AhjMYIj5eu//6e/ft/19t3F7z83vf/84vc/0HQBqh5mBoZf/xke/vzz/e9fNhbMyAeZ+PPvn3UvX0988e7e92///v1lZuFgYGD6z/D/9Nefl779aJD9r8UPuo70379/R9+963/+5vS3n4gVUH9/rmFi4mPlYGZkYGNklGVn8Rfg8xQWEGbnwB+GIIspwP/+//8Evu4Y2osFGcX0//f33+/uMvz8jNL0AUn9v/f++Z47px1UTPm5+EACMPzjz88nH9+Al/sjmQSWZWZkclU2dlI25WJlF+UW1JVUURdT+PT9y823j2ec3gDaiQvZ+snAwMDCysvOG6HnfPnZqTe3HoEyKWjZF6jVD+qygpcCgYwExTkIQ2alQAkfdMkUqN0PT61PP77ccuPo448vwb0RRG344/evH79/gQwBj7KDGMTg/wyff317//0TeMU7uob/DAzffv/88Rd0nCeG3H9DCZU4Iy8JPrGvP79tvnpg9umNl17e+/LrO+jAU6l//H8YLD//j3jFZPaJgQN0HQYs2YE8C/IjAwsLk4QEp7sHh7YeaBcs3AK0jfZwcYoZf75/+7xj6/f1a/8+f8YAHuMHGXn79q/z535eusgbHc/Izs7w8ycrIyNoygo8YMMEdswfBsZ/wiLMMjIgBSA9OPGvt68/r131Y+cO0In+kNgH9btAF4OA4uvvX4Z/oBsPQWwkM/6/e/f3zRuQICzu/r19++f+/d8PHvDFJnIoqTDiKkn////38eO/Dx9AxiKr+f//76PHPw7sZ1NUYlHRQOtCMHFwsGlq/ZSS+vf+HcMf8D4WmL3///z59+7dv69fQAaCe6FIzhxljobAwANEkTfwbhl1wcgOgb///z37/n3H2w+b33++8QN0Kj+slmPgZWE24OLyEuB1FuSX5uQADzb///j799kvX+/9BA3cYobcz3//r//4zfr/vzgXlzIfH6T1D1HGxMQkyM4hwMb+5/+X698/3Pn5589/ht///38G7zZ49ufv3V+fTn7+Ks/I8PPv32+srNwszDqcHK6CfJrc3KzMzCDbGRl//P178sOHSc9en/j68/f//0ywQv/J77/Pfv9hZ2RMYGfD1QT895/h+7//n/6CWpDo7SCIE5FIZkZGNlC1BxX6Dx7nwzqe9Pvfv1tfvx/+/P3Lv//wYVqINvAWaiZZVuaHv/6++wtacwIXhwTyX9D1BxAx0OgWFxOjFCuzGAuLOiebiwCfhQAf5LwaA34BA34BSJMaOqYHUg7VSAZFyq3PoAkjVqZ/n//9+wa6PAC1ef3/3+///978+fvt719Ik/P//3/Pv38/9v7dje8/P4Pjh4+JUY+L3U5IGH7IEqhN9vfvR/BJI5BwwOOFf6BD7v9Mffn+zq/f30HD9ug+B/WaGBh4GRmV2VlBR4ViM+s/A8OHX792ffhy/9dfFmY28CFBEJsZ/zEwXP7+68rX75q8fIxMTJ9//1r/7sPxr6DTymGx+f8/E/MvBsbX4PbW//8MD379ufr916//fxMkJeEdgL9//3748/sLKFEzsIK3I3OzgK9ExeYeIsVYmZkNuDllPny59wt02Roosf/5+uPl1T8fn4Db3mjGMP7///fLr29/QHddoUjxsnPrSCjtu3/2O2gUHNIyBy/u+/9PmFcg1tAzwtATeV5IgFug3DFBX1J15+2TTz+9evP1EwPDf2l+MXdV80Bdx7wjt8HXf0HTLqiJD1oIBO/kgtqMyNb/+/+fGbQuCBLgIBkWZhbsM0UgH4IUEMCgzAhuf4PVcbNzeaiYG0trssFWeYGFoQQ7K7uhlLosn+jV719AQ8ugnajgAfr/DMxMTAaSqhpiSmwsrCcfXuw7uuLcs5ugXgTIpaBQesvKsFXo/w8WRlEmdvWv/5h+/wFtZmVkZGBnZ1FTY9PWYZaQZFNSZlNWRV7lArUYNwW6Ke3/PybQYhiQTWgKCcj++P7nwX3QgfoMoDNAEXp//fp9+vSnz18YWFgY7t1l/v2biZERFEOgXfCg6+4EONj/cnEx8PCgtaQRJsBY/75++fPoEWggn5ERpZP5G7SDi0VNnZGFGTST8PkzSiIEH5QEMwNMMzMz/P79+9LFHxfOsoqLg64qAwujEUxMzCwyMsxioHNOQTMAcGnwGUR/nz758/Ilm4IyyF9wKdDEAxOHtt7/qNhv27b8vnzp3+fPDKCzXP8zsLAwS0uzm1uwikuiHGmKpHeUORoCAwtGOwADG/6jtkND4N///w++fZvz7BVo9Pof6ARGeI3EzMigzsGaKyFsIyQIOm4FrOPv//+vfv46/+X7e6TmLFgGSvxnYPjKwHjj7/9L33/a/fnDj1Elf/z9++jHz3vBtwVDxvbhNn4HHcjz+9K/f4wM///8BK28PfDp+8Wv3/MlhI34+RlZQNfafPj9++DHz6e//fwLOroUrhVk+6e/oLX19759k+Tg4GFmwdrGZQGtUGJiZPj/9z9oIBvcEADVYqCteKDpY5A5DAwMwixM9ryclvyIZcEgCRTbQAIQ/I/h/49/f0G9EQgfiQQ1FRgZBZiZnjGC9vdiGoAswsbEaM/LWSQlKsvJyQ1z//9//8BbF0B74FiZQNe1IhkPYf7/9efv579/foNOuQadtsTJxAi6qAu8UAqignKSiZFRgpVFgJnx87//kL4TJOgYmFiFQatouPjBlzr9+vv39IcP0168Ofr56zfQiCkT5IRZMRbmkG+/0iXFxMCLj5kYGETY2PS42K//+P0T1EhBdyCkTf//P6hDpc7B4sLLde3Hr6vghVLoSkGnPDHIsbEECfGGi4ng6vuBp1n+g7YMg9qAKM3M/wygczx/g9pJIPz737+Pf0BdRMSEBeiwKVC3B7KfEtz/YPz49/+Zrz8C//wSZmH5///fva9f179+f/TLtzd//v77D5oSUWZn8xfmcxAU5EY6yAXT8fhFGBmZXISFWZmYlr3+cPfnr49//r17dffb7R1/Pj/H1MjEyKgjrhKobc/PAd1wCVfDzcGTaRHMwMCw5ur+V18//Pj98+//f+wsbEqCkknGPm5qVvDW//dfPz7/+PL73x8WJmZ3dSt/bYdff39/+QWap+JmA13rC17bwwxa9AIKSdDwP2j1D5zNgB6doGkc8GZ3uGMYGBgk+ER9NKyuv3n48P0zUPYDTZmBJolA48fI6jDZ4M6FspCMsZT63///fv39LcTJaymn56VhLSMoARojAGv5+/fPpx9ffoDW4v3nYGG3ktdrdk6deXrj+ee3P//8+uvvH0ZGRgEObicl4wRjXxEeIUZGxo8/vrz/8RmkGyV1gO44fiwl9M3Vl5tLiuXDx38fPzAwMTNLSbPr6LLJyDIRt+ANlPxA+49BSxLBfmVkAl2bAbINEzOCBuzRb2WGK2Pi4mKRkPzFwYG+Ip+R8f+PH7/PnWVkBJ008Ojbj7+gQ5ZB+iAHNEsyMfK8fvX3/r1fsvIMf//+/wE+hZmLi0VYhJmXH1QagtSCMDMfP7OE5G9WVtC9ZiABkJN/sLExgNIMC6eRIYeV7fed237s2/f/yxeoPC6KkZHh27e/L1/8+fYVdHcYxnj8fwaGP58+gIb/WZgZmUDFBcKkf/8YODiYlZSYRcVABxxBTjpGih1mNnYeCxt2dc1fd2//ef7s75s3/3/9YhIQYFNTZ1dVZ+bmRfYUwthR1mgIDDQY7QAMdAyM2g8OgR9//1758u3g529fwY0tsBiIgKyQYWFk5AAV2cjNVAbwileQGsixLShyIGFQAwnSsge3CsBCCOL/r39/X//+/Q086o8QBrNATQBG6LAWJIf8/s/w8Nff53/+QQai/jMwfP/75zV4gy+mvd/+/dv+8eu5rz8k2Vgsebi8hQWUuLmRNwWyMDEpcXEliguxMTFe+Pbzy79/v/+Dlg8JMTPzMzN9//fv2z9Q002JndWdn9dFSECUE7TkCew0UBsQwsAkWRiZpNjZJFlZIIdjIisArRRgYFBgZxVjZdn16du7v9BtyOD1rKCAgvgCtJaVgYGfidGSl0uDhweyXfXjr5+nPn46/vnrs19//jL852Jk0uBkdxDgVePhga0b/v/51+8THz9uff/pzo9f30FLfhlEWZiteDj9RIVkOKl5Lg07M7ODkOC3f/9Xvv34+Nefb/9AC7c5GRnVOFjDRfg9hYU4WVn//f///Mf3uS/f7v38g4GBmQXSUQAngld/QFFjz/dNjIMTtJuYkVGYncOJn3fvp29PfiMmRuBBx87IqMDOIsfGosXJ7inIr8DBvvjl65Nff3z+B2o3IQeaOAtTggifj7CgEhc38nQT3CgIg5GBQYCNzYWf5/qPX2jRxMXE6MDLacEHPWuIh5XViIfz2Ncfb/78YwKNFsOi6f/f/39+MLKwMzKyQPonoOQKOvPm//VPn5qevDj0+ecf2Lnr/xn+X/7++9jXH6W/fsdKSjBhdIMhriKGZGdmchUSNOPh/vT3z8e//3b9e9B58edrUDsYEgwwM/7/l+AVrndK8tF2gLfmYXIgWl5YptEtI9bQ8+mn188/v/n5+5cQF7+2hJKqqDwLeMXct5/f9t4+ufry3pugY4J+MTMxSfIKu6mYheq5SAtKgowA4y9fv7x6+/o/AwPzT0auX8z/WRhAk2MMjKDTXaDdAkhyBqn+D5q0wjLUzc7KnmQWoCQks+zCzrvvn775+uH7n18ff3z9/OsbA7ihDMnvICNQsTiPkIuySaqpv7m8Hisz81/Q3AITJL9AFf7/f+PlvRUXdx55cOnNt4+g+x/YuQwkVMJ0naf5l7768v755zdvv35kZmJWEJTQkVQV5RGC9DoUBaUUBCRAexIgDkBqaHLwCQgbmvMrGLCCEzOoOQy1jAQKPlME0YOnbfrv188/Hz/8+/KF4d9fRjZ2Zn4BZl4+iHpQyDIysahrMEvLgBSATjqAmAcmGUGFJxMj4/c/P9/9/v0PvMmKEXQAKCipgC4K+fPn59EjP08cB63t+f79//9/jBwcLPKKHI7OXOZWLLD9Tiz8AlzOLv/evPp17hxoHgBk9n+Wv6ApX8Y/f/7cvvNbSoaRl4+RmxvUAfgLPlYVElyQZAkaGwDduwVaf8TCwqyswqajy8LLD5k+/ff377+f30F3pYFd+/vp46/btvw6cfzfmzf/kbzDyMbGoqzMZmHJZWPPJqvAhHtvGKugMKsJ6MZt+JQQyH7Q0aOg68kh4QbywSgeDYFBAyDNm0HjnFGHjNQQ+PX/3/vff76Cpr1BtTeoogBXcv8ZQDtQVTnYpDjYIRUkJISYGRlVODkjRAR+/2e4/P3nl3//v4HatIzgxhBECYj89vf/oU/fuJheewkJKMNuDwBJMDBys7DocnFqcny7+P3Xb/A2WUiFygQuqiEOAKuEuoeDiRF0+wDIBpBDBFhZTXk4z3/7eQd8aCZoeStENfg64Y9//7//8+fGzz8Xvv18+ut3nhSTDDfKyY9cLKz2QkJ6vDyvfv16//vP93//uJiZxNnYeJmZf/z79/PffzYmRgEWFh5mZnCFjewcmDUYNNjvjP/AfkHTADqCg5FBn5vLXoDP7cvXW99/vvoNOn316a8/N77/+gJe3s0AGsMGLV8JFeLzFxFiZmb5+//fnS9f5r54s/XDl7fwPgPo8M0vez59yZUQsRMCbU1+/fPHohevFr/59OI3ZHoBdOUnIwPjmW8/H//6UyAjQeF1vMgeZWRgFGLniJQQdxYSePP79/vff37//8/PwiLLwS7Ozg6ZIALdlfvnz9PfoMXhSMPnoAY0AwPDt3//3oOWx/wHLa0AzeAzirGyirEyP/oNmuqBh9s/0MQOgzUPe6m0mBo3NyczM/hoxf9BosI////f9P7L6z9/v4NOr2TgYmLU4GCLFOH3FhEmZpSdk4U1TEJMnoN9z4fPz379eQM62ui/BCuLNR+Xh5Ag+JQhkI85WFijxcVEWFg2vv/08vffj3///fr///Pf/z8YmP6zsIOWIP3/z8bIaMrFFiYsIMDG9v///zNfvp75+gvscrg/QIy3f/4tf/vp+z8GHR5OPR4e+AookDWE8L9/fz/9/n3846fzX7+/BZ2+BTrQVouLQ4JbUICT9/Xn16DDXcCZAmYSKP19/vntw7ePgtwC8LFwmCyIZmdl15ZS05ZSA3FQ8fdf3+ecXNd9ZPmTj4iLZi8w/N937+zxR1da3TOVROUhy+3uP350+tK5P4yMLP8Y2X4zM7D8Bxce0KkAVFNB/SdYZxVNhoGTjdNTy9ZBxeTrz28ff3z98efnw3fPbr559OjDixOPr154cefHH/BmACR9jAwMZtIa+VZhEnyizz6+YmBg4GHnEuLmhyj5+fvH779/rjy/3bp/wZ67Z36AFjtBZBiOPry44/aJOsekcEMPC1b0reEQReriSlUOCbzs3IceXPgIut4avKz8/3+xf6xebJKyX/8wfP7wnwdlpByikWgSlCTwKwYdbfnw/tfdO36dO/cPdAfwPwZWVmZxcXZLay5rO0YOjh/nTv88c+rPkyf/nj4FLXDHZhyozGFgZGNi+gk+gx+6A5jh/382NgZunn8PH/77/h066wIq6j/+ev7i980bf1+/4vUNZBUUApXGjEycWnr/wxn///z5+8IF0OW+DKBTj0C2/f376/Sp35cuMjAxgfYfc3IxiQiDZkl+fAdNDYmIsKqqMYmI/P/27d+njwxMzCySUuyGRuxKqswcnP/+/vlx9/b3I4d+37oJ6lcwMjCyc/x7/+7v06f/v4O0g8p3kB2g9WSgRVYGhhwWViyiYgTXLEE0IYcvZNIDXKVAJEfJ0RAYRGC0AzCIImMkO4WTiVmbm9OKh3Pv529fQHfkgBb0sjIyyrAxe/DzRIgJS4JPPPz2+/f976CLWkHnKjIycDAyJIjwszMzvfj99/jnr8e//Hj2G7QGBh6SP/6Dbte6/+v3/Z+/cyUZVXh44IU7Nwuro7CgKCvL8c9fn/76/R58UCYTA8Ptn79u/vj9C7yCADTQBZ6/lmFj9hbg0ePlgTQxGRgYBVjZAkRF5NjZT3/5+ujn78vff90Db0eGWA1abwBeqPHtH2gX77s/v2Wg/QiwPGiUEjQeKczOIcyOGN0Hy+EjQNtZGUAX1mJVxMgI6iwJgs+JBK3pB7dwQV5gADVSDbjYDXm5Jbi4vbi4vf7/+wuednj18+e1r9+f/f797vcfRgZGKXYWPW4uNdBWB1DJ8On37y1vP6x5//nrPwb4eaygi4r+M1z9/vvsl28W/PxMzIzXvnzd9P4L6KIuREMQVAl+/ff/6vdfL37+IrEDAPIlaGoCYRq6d5mZmSU5uSTRTo8C1df/////y8jIxM/CosDGeuU7+IR80AAgyIT//xlYGRk02dnUuTjhVTIzI6M6D0+WuPCCV++v//j9/d+/X6CDbhgEmZns+bjixYT0+fmRWrGMUlzcOTJs/iI/Xv/6/eb3n7///wuxsihzckhzcsLSBsguEAYt5PnHwIjcBwEJMzAwcLKwOogI2woK/Pj37ztoQf9/LmZmLhbw7W9QJSBKgJ09TFLcXUTw65+/H//8+fD798Uv32/++PkKdKgoowgLM+iUWCE+ZW7QEUz//oFORAKFO0grCmZkYLj4/feV72/BnuJMlxDR5eXDNbaNopPh//2vX6c+f7Xj4/d3oPVIoMFNRtDqNUbRv0xCcuYqDAyP3z/7+Re0JhuqkZHp1df31btnLTy/3VPNIkzPTU5ICh7aYDX/f/3+9Q+0H5eBlZkVbZbg7Zf3u26fega68As07QFWDyJ+/vm1//65k48uywtLQ7bWQ1MIaHsMIwMTI2j9D2jeA9QBADUr/zOAbncGRQFIO0HMycbJycYpwgsawdWWVPUCDdz+2Xj5QMmOyQ/ePwd1DZGM+M/AcOLJ9fytE378/vXtzw+G/wyCnLwm0hpmMlpPP766/PLe+x+fn356fevtkx9/f6FdP3z33dO1V/dbyOsqiypAbjNEMhjEZGVhdVKz0BJXuvDs5sN3z69fO/388lnuLz80f7I5PLjCcuzRO3FxdhMz8Ek7Umj7WUF9L3CfFmQQBfjXq5efVy3/efAAaGQdZs6/x49/X7v24+B+Rk6uv/fu/nv3FrT3l4kJXqLCFMJo0M4oBvAlAKC92aBM9J+Bj5WF599fhg/vQb01SNzBlIMUffz48/gxdj19Zh4eJvCKtb+fP36/cO7ri5dM/xH3AEJ1/P8Pba8zMDApKPBExbIpKP0Hb91m4uNnERRiYucATQqBNuYygO4wBo8A/P///8fN65+XLf595jT4oE+oYSBfYLgHJPjly88tm38dOcwkJs5uaMRpbcsmI8eEY38/zCwUGjXxo0iNckZDYGABqJofWBeM2j4aAqCxZ2ZmQ36+cjZW189fH4POAP3DyMAgxcZmyMOlw8PDxcr669/fa5++rH3zfs/Hry9+g4ZwGRgYuJkZ9TjZY0QFvIQFHQX5t719N/Xl+0e/QGeuI4fqt3//H/z8/fbPbxWEKKjBwMXMYiYkZCYo8Pff/z+gzXCMf/79O/vx05I3789/+/nx7z8ORkYxVhZtTnYvQT4rAT7k8V1GRtBVBg5CLPYCfG///Fnx6u3Ul+/fg659RdgBGotiYOBhZuICnSmB1DYD1Qm4K04UA1A40EYPRAzkg/+Q6WyIADMjkwIXd4qYEO//N1c+f3vLxPyDgZGNkUGSlcWZnydERFAFfv8UIxPkgjE5FlY5bh7QAByoaQdqO0CMAlXG/0FXOj348esHaLQZLgxl/PsPuoD2P2gPw/8PoKX/6OtnIB0PZvDBf1A9xFHgNhtk5RdxGpBUgbsMoCkcaU7OTElRHua3J76CDtAErUpiYBBhZbbh4YwWE1ID3cKLiA4uVlZvURFDXp4HP36+/vX709+/HExMChzsmtxcvGxYhmnZWVhVeFiR0hKSC8DM////vfjx487Xb29//2ZhZuZmYpblYJPj5ETdG8rIzMzCzczADVrVD9aGjWBkZBJgY//3/+epz1/Offn28tef7///szIw6HGx+QoLgDwCW9fOxMRsystjxf31wJfvIP+C0hjCREYGhr8MDK///lv7HtRfDRf+5iIkIM7JCescIVQis/79/Xf44+eNH75++Qc6wBHeJP/2j+EJE3e4rk+Aqev91w9OPr668sq+d98/QfT+/f/v6adXTz++OPrw0tWX99s9siUExBhBl8T9vfL81o6bJ669evD99w8mJiYpXhE7RQMHZRN+LujwOTMTM2jfCMQgFJLxy6/vTz+9BjXrIV0qSASyMzMygxpu4PQGSjvgNR////3/J8DPy8qGuL8WxTAiOExMLIpCUhI8wqDVOMi9d7De11/fv/7yFsyEEiceX2Vn2fz7759///4wQJagYKxaBCv9/+DDi1df3iuKyDEzwFangSWQCQl+MQ9+sf+fP725/OLzw4v/vzD9Y2Fk+/35/9/3vx7c/3Xxwq+bN/gSkuF3fkH0gkZNQDdfQ4IGIkYO+e/zp7/PnoEW94O8gGTCjx9/Ll0C8SHtflCxBuKhY7D3mdjZHnz7AbkEADScz8Dwn5GBn4WFn5mJ6S9oqhBdF7jQAY3EvwMfpwPOF38/ffpz88bft29BM5uYiRWc4UF9vtev/r15zWJqwQLK2giDQb0OVpRA/s/w/8/zp38fPQTdLYDT/VCb/jEx/WZmZvnyhenjR8YHD35fOP/z0gXeqDhOLR1I/wRh0yhrNASGIBjtAAzBSBumTmZhYlbg5lGAtkdBOzdBAzDgYZvf//5d+vS5/+nLA59//AEPyUPC4MPf/6e+/eR7/0mLi1Ock5OFkekHaGQJrAeiAkwyMoDuBOBhZkZIgJoJsKoS1BpmYGZgevfz55lPn09//vrp7z9ORtCp1qbcHOEiAkZ8fBzg4SiwYagEE2hlCA8jkzonhwIby4fvv5GXX7MzMmpxsgYI8smBWlooGlGbZ6CqDzqTDmvPMTD8//7nz6fff36A7xnlAh3+yMqGtIYbPNoHabYjTOZkYbERFtLn4X7z8+frv/++glcWSbGxS3KwsyLpRWiAssCTBVA2gmJnYpJiY+FiYvwE2mkNdfJ/8AC5KgerBS83BwvL3/8M8hxsGhxsr77+AK32BVedoJXZjIyyrMw+AjxKXFwIE4lggTs5kCYeVDVoGA+8YB/KB1NgQcwdESDdoIMimZgNBPhVuble/vz17s/vT3/+sjIySrCzyXJwcGAbvWNkYpbm4pYGXS9NKfj8++euN+8XvX5/88fvH+BIYmVklGZlDhLiCxcTJnEyBNS2uf75U//j53s+fPoK2ugJ6t4wMjAc/PLzzLefZVL/DQVBZ4b+/vv3179/4myspdIiJh+/XPz289y3ny9+g1dFwzwEXiEG4pz89uvyj9f7P34pkxFX4+MDxxhIHI7//v0LunyKkfEfw/+Pf/7+Aq/hhstCurX//jO8/c+kI6Vhp6ivK6F86MGF998+/oc0yEDNPSYGRqZff34duH/+yovb4vyif//+2Xhlf9vBheef3/4PXsYNMpCRcf65rbH67mUOcVICEqA7H3gE/TRtL764e/fdE/CVvbC2LCOToaSqhawOC3IyBrX8QZYxgM6ZAXWIQZtcwWH++/dvS1sLSUlx8Ao6kFVkYHVxxVRTvy+/vl19df8v1M2gs69ARoGsRkmloJmxP79AJQwiC4MUgjBoCw64h8Lwn4OV01xGS0ZAnJmR8dWnN4/eP//0E3SVAR8Ht6yAhDifCKjNCtIDwr8+ffj/4AH71+////5j+Ae+kBjUImdi+Pnr9/lzP41NWEXFkW+nAm00ggUYSD+5mJmfn0lEhJGFBdRKhscpxDTQEQWg0hPEQ5OCeBN04AA7q7YOr6PT50NHf63fwPjjB+jkZPBasX/gSEUUWxAtkI4baESHm1VHh1VWjhG21J6Jh4dFWJiL4f+/vyiJGWQ7HP///+/79z/v3v7/8Z2BhwczPcMVgtIKIxOziCgTH/9fpqfQk5SQpf+Dj/NnZIDsAAHtsWFk+sfEzARyIQPD799/Llz4Ia/IKiHJKgZKrshaR9mjITDkwGgHYMhF2UhwMGjDGLI/v/z5c/7z1wvffv0Fn8iOLMXwn+H3P9DoJjMDAz8LszAL8wvQkfygVb/gZjVoc606B6u/ED+4JQqrHsEHXMDN+fH3z7mPnxa8envo8/ePf/+BegbgG2G//PvOzsQkxsauAqqQYHrh2mAMDmYWK0EBDiam7e8+3vv1+y1oYQhovNmEm9NDiF+Dh4cFs00A0vv/469ft75+e/Lz1/d//1gZGSTYQKtTxNjZ3//5c/g9aE/tXbAUEwOjEAuzBQ9nAHjQF7JyAHnsH2QYDDMyMvFxcPJxcCrBRMijGRkZBdnZIsRF2JiYdn/88vbP3y/gg3eEwbt7Q0WF9Pl4GRmZWBgZtHn5qmQZ9d5+uPr955s/f3/+/8/DxKTNye4tzG/Kx8eBrcFNkpNANz2Bwh6ESdHIyM3KpsTKRmE4kGIjw6+/f7a9ftf+7M0z0M5dUGsQ1C78///Gzz8zXr3nZWZMkGJHW/SCf9T2x9/f299+2PHp2y/QngTYnnYGhp///x//+mP7+488zEzHP389/eX7mz+gs4V4mZmU2VkteTge//r9/Df6VBjEL8zgG7X3f/lu+fGzCjcPE2wcFO4SSOsfdAEfE5MWF4ckC/ODX6AVYqBGL2i2CHRfBDcT6GwudiZQpHCwsHOxgpdboK93Ag3bf/zx9f9/hjdf3i25sOPcs5ugXj1SI/79t4+rr+63UzTw5xdlYWRhZWGLMPRUEJRafXnvnbdPX3599+vvHwEOHks57SgDDz0pNWZ4VgJ1aEC2gzwFapGCOwAgATADNJsFa6yDVJCDOdk4Y419DKTUDtw9+/DDi6ef3nz6+ZWZkfHeu2d33j/7A9qki2osyHYQRhH9/5+TDbRlgpuNQ4pXxBW8m1mQk2/tpT1zz2y6/PLe118//jP852BhUxGSjtJzC9J1EucXBTXlGRgYObkYBQT+gw6l+YPSrmVk/P/1658XL0ArXjhJ62CjuA0Hh1VYlMvD6/+nT78vXgAts4E0fxkYGFhZmZWVmaWk/j58+PfxYwbQehtwIIOG/BkYhYXZdPVZ5ORZZGTZtXTYZOR4nr1mYWH9+/8H+LAh0HFgoPEZkGmgtMbAyMiiosqiqvL/95//P38wcfOwqmtwmlmwSUgxwlIIIxsbs4goAycnw1fIfd9YXMzIycmio8NuYMQEGv7HCH9UHYwMDOzKqr8dHP59/PD3yWPoJmBIr4aZmVlBgd3KmllI+NelC7/On2f+/JnzL3gPBsQQJqb/P3/8vn/3z7s3rCKiDGBHQg5LBZ+YhDLVANExSo6GwGAGox2AwRw7o26DhMD/P//+ffoLXdwPXx0CGVLjZ2bU5WIXY2PnZGax4uf/+///9vefHv768/EP6HwfERZmIx4ObyF+fV5e5OFziLkQ8u//f/e/fZv/8u3Wj9/+gYepIHXIXwaGt3/+nf32496P78o83NABcIgedPL/33//+JiZTXg4FX6z/Pj3X4qN1ZCHW5GbG9e5K1///D714eOKN+9PfvnxEXQxEmg1gAAzkwk3hxUP580fv7Z++PoatOcS4hYGBsY/177/evn7T7E0syxokgTdBcTywdsPIGEIamSgjeGhmsLMyKTIzZPDzh4h9vvDnz+f//5lBp2bySrJzo7crGdjZtbl59fk4fn+9++Xv3//gE6fZOJjYWUH3bcEcz+qySTx0FrMEL3IA6UQkcFA/vz79/K376//gNYrw30OOQzky7//N7//+vbnDw8bysgxqLn67z/Ws2IZGBj+/Pv/7s+fv4zMaAoYGRh+/WNY9f7zvk/f7v/68wXUawUFACMDAyvoyCzGn+AF8SAhbJiRgeHHf4bHP3/9/veXHd4BAA/HMoIb8X///WVmAl15YSMk2PCfYcmb93d+/v4C2ojMwAJam8fsL8gbJiYCumGAgUFOSDJc1+nJp1fPP70BdxDAVv7/z8nO6aFqZiStwcTI+Off359/fjOCTiuCBwxYGSPT+x9fbr99DBriBU1xMLCzsturmlkpGnz68fXzT1Czj4uVQ4CLjw18wCtYD5iAJGJQLx9UEoCCEexl8AQAeIgZTICVkk8wM7MYyGgZyGj9+Pn94N3TG64fvvv26S+0+w0gtwGARrlZQCuUQAdTwabUQK1/zmhdlxQzf3FeET52bn5OXmZm5q1XD7XsX3D55V3wRBYoQD4xfHn1+e21Vw8+/fyaaRUmAL5AjYVfkNPJ+e+L53+uXgUNxsP9wcTELC/Ppq7BRMoOIrhuggxGJmZuYzNWKenvp0/+uXf379s3/79/Z2RnZ1FU4rS2Y5OT//30ybdD+//cvPnv/bt/378zsrAwSUpx2jtyWliyCAqDChawHSxMoPVZfxlBd10zgXsKTOAeI6h3xsnOoq7JHRTMaWTKyMrG8O8fAzMzEysbcjH7++3rL3t3ft+7G3Q6J9hAdOL/f0YeHjYbG56AYA4VddxL80GJAm4yCw8fr3cAq7zS96OH/jx48O/Dh/+/foJ8p6TM6ezKaWDEzMXz29r+8+b1P/bt+ffyBWiiAGYxIx8vi5w8My8ffMMPpOkPi2+YulF6NASGAhjtAAyFWBrpbmTkZWEx4+W+9O3H8S8/voHW64O26HKCb1zyE+ILFhESZGdjYGAUZGf3ERV1EhT8/PfP17+gKWM+FhZBVla8q18Yfv379/DHzxs/wNMLSEENqpbB5TpojyGSOBrz25/fpz5+WgNuyn/4Czq4nYWRQYyF2f7bzygxBnUeXsiAPbKuH3//nPjwsevpqwvffzHAaxIGhhd//m37+G3fp29/wBfKgtY2I2n7Ab5i9u3vP7IYK5KRVOFkfv/z++qXL6c/f33y8/dvcBtdkZ3NnI9HjYcbxwQF1Ch2FlZpFlZpCO/f35///v39///Hn99sTJATiiASjCzMLLzMLOgHv0Mk0cn/f//+YwTdPzTEx8z+///+F7Q399e//4wMDJzMTEz//3ExMTEzgk70B6UfmMchtxAIMjPBrvSCSTAwgFpLKD0ChBRkb4w2F4fIx28vfv8FtaDACRLS4OVgYnz/59/zX//A56sgbPvLwAA5TQu04AFl3BiUbkANZlAj/b8kC4s+NycrrPUPWtjDCF3kD2rTgDqkIJdwsrB6iYma8fO+/vX79e/fn//85WJmkudgl+PkhK/G4eHgybQKUxOV33rj6NNPr199/fCf4b8Ej5CTknGInrOMgCQDI6MQt4C1vO6xx1c+fv8EmgSAzo6Ahu5l+EQ0RBXQunmsLGzCPGzCPIIgR+DBIANA0uAOAGjuDswALcIH+RIkA8OQgWdQWxQmQjT9+fvnNZf2TDq++sqr+3/+/gYFKqznzMbMKs0nIsEjpCIkrSeh8vjjq7PPbr76+v7Lz29MjEwSvELealZxRt7KonJgX4Os/Pfv77NPr19+eQeKD9CwOEgQbCbDhx+fd9857a1pw8vBzczEzMTMzG1iySIm8f3wwd8P7v17+xbcEOdgUVTktHfk0NKFdwBAu3G+ff33+TPoCEtGRiYuLmYeXiYKJt8YGZnYpWTZ/GX///v7/+cPkLFMzEwcHJARDRZ1LXYV1X/fvv398uX/j++g5ZJ8/Mx8/MiR+OXz5zuXr/z+9ROWbkHJS9fbR1RHi5WFhVlElE1dg01aFpcj//37+/3Kxe/btv59+BAUnbAAhwQWlGQEHRD09/79X9eusgiJsIqIMYKWSEEl4dT//wz//v8D3XgAM4SZk4vb1ILTwOjvt6//vnwBdQDY2Jj5BJi5eSAmsElK8UfHs+vp/Tx75s+zp/8/fvz/5y+TAD+bviGXjR2bhDREGcQKcKaEMEfJ0RAYSmC0AzCUYmvEupWDhcVCUECane3Kl29PQUfWgJZ0y3KwGfBwqaIeu87ExMTDxsbDQNrmP2YGBg5w3QA57gMyZPufgUGIicmMm1OLG+OAF1hMfPvze/+79z3P3lwDN+UhayQYGBg+/v3z7s8XfhZmWQ4OzI2kX/78Of356y3QfVJgW2GmQez9AmpNMkJHymBSkOFObiZGLmbEOhCYJAH63///z75/W/Hqzep3nx/9Ap86CWpugI4GMnz/KUtC2FFIEN6Yw2rW////X//8cfjDx1Ofv734/ecfAwMPE6MGJ7uTAJ8WL+olZVj1owuC7iFC8Tm6AtL4oPUEoGVbiEYwafrJUv3t9+/jHz5sePfx5o9f38CLowRYmPU42cRYmC242c98+wk6JBTkMtBBKILMjO58XEGiQhwktsnYmFl8REVYmJhWvvn45Pefz3///fnPwMkEuvfAgZfr0rcfWz5+RxvphqQiHiZGdkaGT+DeMuhIKNDaOUYuJkYWRgZORkZ1DrZoUQFXISHkFhtyMMCHS0GCjIwiHJwiHJyaoN7DP3BDFj2oudi5fHUcvTRtf/z++e03yEncrJzcHIijb7nYuTIsQwQ5+ZZd2gVZS/Pn319uVg49CeV0s0A3dSvkFPj3398bL+4ee3Tp0fsXv/7+4WBlUxWWtZTXUxKRRZr5Abe7GBk4vjIy/WX8zwwahwcdQAtt6INCBbT1+e+fGy/vHX90+SHIqN8cLOwqwjKW8rpKInLEbA/48/f3ucfXF5zdsuXm0cefXoM6FYgmO+jYKQEOnkLLsGBdJ2EeQXZWjj9/f3/4/vn9t0+ffnxhYmQU4RGU4BVhRZ27YGJiVhSUEuEWePUV0gdACsz//z/9/PoVdJfGf0ivkJGJiUNBmV1B6d/v36A7s37/ZmBmYebiQt6E+uf71+9nT38/sO/PwwcMP36AdsbwC7Dq6XE5OLErKCOrBMUmKRi0zIqJmYETEY9w3UzMrEy8/Cy80N3bcHE448e3b0/u3P776xcLaAYA3KH8/5/byIQ/KJiFjQ10PiZMKSiqwCUSTABG//0LHX0HFxaQMhAmB6P//Plz4/qXp0//ff7M6xvAKigMTp8wWTDNyMjIDJ7XAvMQBBMrGxM/GwM/9k4mCzcPj4Utt7n1v18///34wfDvH2g9EicX+DhghCGjrNEQGLpgtAMwdONuZLmclYlZiYdXiYcXNBr0HzQDgDR0TlFQcDAxG/Lyxov+XvX244Nff76CRrgZuJgYVdjZfAV5vUUEpTC28ELs+/fv3+tv3w6++3j3J+i6e6RqHCT/B9QN+PsLfAY2iA/H//+DRtD//QMtuAALQjSChnUZQJuVFdlYv//7f/8XaE03uI0DUsTGxKDNwRoizC9P4p5aBgaGL39+73j7ft7rj29BhxSBmoAgE0HryBmufv919NMXMz5ezJuSIWoYGBh+//t37fOnqc9e7/v8/RPozEqoDOfHb/s/fSuS/GMjJIirHQlVikGhtC8xZEkWAI/6QtaukKyXLA1ff/9a9uLV1Jfvn8OuPgC1jRl+n/v605SbPVGEP0qE6fGvXy9//fn1/78IC7MBD5c5Hy8/OzvWdg5+J/CxsYdKiDsJCnz48+ft7z+///3jYWaR4WATYGXZ/ebdhW+/7v/+wwi+TxrsBtC+YREWplRRATNe7vs/fr34/fvVnz/MDAwybGzKnOw8zMy8zMwyHOzCbCgXa+B3A0IWufmLEIWywOcasSC3+6ESYEqYRyjTOixYz+Xdt49vvn74/fc3PwePgpCUMA/o0HdQvgYr+/Ljy+qLuyceX33t9cPff3+BxBkZ2VnYDCXVCqzC/XUdOVjBJ+dCsg0jA+sv0LoScBIAreAD9bnALUpGBsZff3+vOb+7/+iKK6/u//rzCzzizsDGwmYgoZJnGRao68TFjm8B/f///w/fPVu9a8appzdAy/RAzVCIrWCHgolPP758/vVNgIufHewqFmZWER4hEYiPwArgxJcfX96CLj/+xcjIIM4rFKrtsOzv77vvnv39+xvkR9B8DZM0v3iQlr2ysCzapBxoUxQrGwO2owj+/v719dD+r0sX/330CLSQBmzfXwaG31cu/75wnichhcvAiGAf4D+oRAV5D6ybOgQnF5eMvPzb6zf+g5Z+gcz8x/D/y77d38SEeU3MmPgE/jP8//Xi+a9bN/48f/b/1y9GVlYWCQk2VQ02SSlG0OwiM6ucArO0zN8Xzxl+//nPyPidnZ3xPwP771/QLbkgI8GYifn/ly8/T51g1zNg5uUj6FmwHmIJRkYmZnZOZnaMI4eJNWBU3WgIDF4w2gEYvHEz6jLsIQAaZkevhrGrJE4UdPYIB3uouJidAN8r0PQC6IxRARZmOQ4OSQ52xKZDTNMYGf4wMn77zwCZN0CWZ2Jg4GNmVOZg42fByGKMjHwsrA78vLd+/Drx9cd38F22DP8Z2BkZ5dlZAgR5vYT43//5s/v95zug41BBS+oFmJkNuNh9hPh1eHkhU/DIduFn/////8ufPze///wEHqVGDjjQWReg/aCgDgkuQ/7////+18/1b96D9qGCzv9BGPDrP8OtH7/Pff1mxs/HAd+aicsgWoqDdnRD3PUf+/g08Zb/B51VCDELpybwTcM/tn/48uzPP9QlPYx/GRhAPTcGhiAxEQZGxr+gUWkG0BowvO1mnDbBJBgZmUBj8AwMaGePOggLNTEyrnz74d7P359AC/T/czAyqXCwBgvxeQoL8bCxW4P6BP/AJ1MxMIOWYBDwGsxCWtGMjEzifCLifCJwC/79/XPq4aWjDy48/PASsq32w7dPBx5ceAq6CgC8Pg7s5J9/fp94dHk6M6u+lJqamCITE9O/f/9+Q07mAR0BBOr2gFqxEBrU0getMbrz9uH0k+vOP78F6hGAvA+y9tff36ceX53GtFZHQlkHeVcxSBIFM/7/f+nFnWtvHoIuJsFsHoN68P+Eufik+FCO7kExAsz5Dr7bePnF3Vde3f/6C3TVFKjnIyDurWbJxcb59df3V1/e/2f4L80n6qBoZKNkyMcJvXAXHHv/fr9/+/f1q3+QK664eVjExFn4BeBDA/9//fh9987P9+//M7OwMP4D3z4CtvX//9+3b/04eYxdSZlJCJQawaLYCcjxTeCQxq6ADFH2n9/9lOX5xYRuvn7HwMjAycysxsUhde3y18kv/rl7cHv5/nn96uvG9b8vXfj/GXTZMOigL3YOZkVFLndPLjtHVgEhdgUlnvDIr1xcv86eYfj8mf03aPEVdkf+///v40fQnV9//zKAzw8lw8GjWkZDYKQBjNbJSAuAUf+OhgAoBBjZWVjkWHjkQGxi8d///9/9+fsWPJaPVi0xMoL2Yr759Wf7m/eczEzSbGzynBxcsKOEOFmYrYUEpTnYLn7+9uzX73d//jKBrjxjNeTh0ubhYmVkfPXz12/+f3LfWd7+Ad10++sfqI2+58OXU1++qXNy6PFwkzSWzMLIyMfMzMbI8BXpPMf/oO3ODBKszKY8XLwgh2H39X8Ghs9//j4AbRsAT+IjqYL0H+CXKCPJEM8ENczAqtHCDyxGEvH//6ffv17++PH9/39mRkZOJmZRdlZeFjbU9QD///0DxxZoPQwTeJUVir3/wfKgNfyYrT1Ux/z69w9yvymqMIj3+///X+CF6f/+/wPv3EWxAqSCepiThdVdVNRCgP8DuOP68/8/biZmSXY2EdilyCCrwCc1gRiDD3/58WXRmc1TT667+eYR7JxNsBs89iwAAQAASURBVCtBjXXUcAPFCOPtd0/vvH2kIirPxMAkKSZubWC26/geBvDqL1CQg4axQa1ykBGgxSsM337/+PTzO3jnMUgMhhkZGJnuvnt2/dV9TQkV5B7+x28fb79+9OTjq19/f7Mxs/JzcD98/wLcr4BphdP//3OysuuKKSWZ+Hhr2nHguNaXgYHh798/m68dato/7+qrB5DDJcFm/D/37KammEKLS6qHhg1o88h/BjYW9GvR/nz9/O340e+7d/55+AB0xiUDAyMHJ4uCAqeTK5e5JQufAKjRzMrGJCDwl53j76/fzL9/MSKyFCPDr99/nzz+++ULi6Aw2pzb/3//fr95+fvpk38fP4IWt3BysohLsErJMIPvWwS7ECfx9+eP38+f/nnx7P+37+DlRvysUjIsomJoYxO/377hff7UnY/bmp3lH+hQNcjyRYb/79792LXzz9On/968/nvvHnRzM+gcHob/37//uXLly/v3jNw8TFa2zFzc3IambPJKnzet/b5lM8Pbt7jcxMjPz2Zswionz4halP39/evvh/f/Pn/6/+cPIwsL6IIwfkEmVDW4zBwVHw2BYQ9GOwDDPopHkAf////3GbxP8c//f8yMjDzMLLysLMgVPBXD4t///w+/fV/++t3xLz/AdxagmP3vP8OjX38mv/rAxPCBlZFRlo3FV4AnVEwYdF8suEHBysSsysOnysMHnv0HV9qgQeL/73782P3m7br3X67+/P3tL6g18x98hROonQ2+yFaSlSVIkDdWQkQGtBYItZGE4gQoB3SaJxtbkKjg13//9n/+9uHPP8j5MLzMTPpc7OHCAk5CAng2SYP2tjIxybCxcDAyfIMMr4MN/s8AulVXlZ3FkpeHA3OWA6wGF/H//79n339c//bt2c9fv///Z2dklGJnU+Fgk+bkYgafrIdLIy7xz79+Hf3wYe3bj9d//PoKurIAdPmaHid7mIigmQDoHNJ///89/vbt2MfPN7///PrvHxMDgxgrizEPlwkfLw/SVV+g6X5mwvuSQUs42NmteLhu//j0AbwmCjIc+5/hPzczozU3hykvN+jYHphzwREOaqqBBnRBN+ASjjWYViJoRkZ+NnZ+NnZ5Qmr///v76ufPpz9/gfbHMzKAFgKxs4uws///z/Dz39+//0H7mNmYmFhA24Kp6kLcDrv87NaUk2uvv3oA6qfhn0QCZwVBDh4BDl5IW1ZUUHhx69RtR/dM6Z3+/zn4MEbQoD94KRBoGgdkqxSfqLKQ5M03D/9hHNn548+vD98/gw/hAan89+/flee3ph1fs+P2yVdf3//594+ZiZGLheP3vz9ff4Pu+mUAne0DUgnBfJy80XquWZYhmuLK+BPtrz+/zj+7+fDDS5BGZD/+/3/zzaMdt06ay+tJC0iAZFHxv79/vp06/mXRfNDaHtDGBpD0f4YPv549+33r1r+vn3ndvZm5eJjY2DlNLfhu3Ph5+hToUEuQKihmFBBgUVVj5oWGGFSUgeHvj+/fzpz8tnnjn1s3/n39BiqCWFiYhYXZray53L045BUZce9U+f3u9Zc9u37s3fX3ydP/v36BFi5xsDPLyXO6uHHb2LMIi8J3xzLx8jLw8v1nZOQG5SlQigIXcwwMTEz/3r37deggKNLRpnMZGRmYmf+9evXz3Bl2LW0m0O3ajP///QW5ENQDBPkAtNgNFhoM//8zsrGx6OpyOjhxmluxiogiFuj////r9cuvB/f9PHbkL3gREeiUISFhNmNjLjtHdgUlJqSMDzJ3FI+GwMgDox2AkRfnw9HHf//9e/z92653Hw98+vLsF+jAUDYmULPbhZ/HTVBAhB205wy0BALbGRE4wuP/n79/v/79+/vfP0YGBg4mJi4WFkTtAl4Zf+fb91Nff3z/zwDZrodmzr//oNsJGEDnLf6//uP393efpdjZgtnZWZiZwZUhqBIDNWVAFRtIgIGB4cOvX2tfg24UfvbnL9pFwaDzWRhBBj79/Xfnpy8mvJzSnJwg7Wi2YuOyMjGDjurn4Ij78eP17z/vf/9hZmSUYGNV4uQU5iCwKp2RkVGMgz1OXISNkenA52/v/vwFbXhlZBBhYbbm4QyH3QaAsBZ0RND/n///ffsLGmtnZmTkZmFmAzXrQX78z/D/86/fu9+9W/z6w9XvoL2z/xn+MzEw8jIzGnGwZEmKWggJkdph+/L714qXoOX4z8Dn5IAageCNC3d+/rnz81cdI4MRP++B9x9mvHh3/ttPyD1xoJvCGBklWD6FCn1JlRQXge3xALXUQW15kFMRPsJgMTIwCrFzZEiJK7Cz7fv09dXvPx/+gjoVkmwsjnzcvsKCUqhHs4NOXgXNOTD////vL6hlyUxkxGHYTL7Ap18/N71+s+rtp/s///wEJT3QTmJVDlZrHq7v//7f+wm6iYKRkVGClcWSh8tZSECANudLonngy89vX37+AI/Q4w5z0Lg+Aycru76ESq5lqKG0JjyFiAkKx/uEr5iz6t2zD6CGP2jlzz9Qmx40HQBaDCTKI6QiJMPMxPwbrQPAyPD99687b598+/WdjZWNkYHx5afXXQcXr7m6/+cf0MFcoBT0l+HH758MDAy87DwGEiq87Fzvvn96/+MzMyOTLL+Yn4ZtkK6TBL8Ymo8wuSzMLGLcgmzMrAz/v4GavHAVjIz//v17+un115/fQGfUgPr/cDkQ4//fv3+eP//3/j2Ig1pw/X/37ufJkxxGpkyyXKBdwirqzDn53w4d+HX54t/Xr/9//szAxMQkJs5hZc1la88iIIRiLwPDz7u3v65e8fvKFVCHAVT+gK64+vvo0bfnz/++f88Un8wmJQNvx4Nsh+F/f35/O37s+4Z1f589AwU2ONL+//r15/LlL48f/f/xg9fLj4WfH7LRhVVUnMPW7s+TJ3/v3QVZBOorgDVAGKg+gtkA2lfN8P8faFrg9x+G/wy/Xr/8snr5j317IeHwm4XlJwsr++9fLH/Bd1z8/88oLMzp5sFj54R8IRro/Nyvn7/s2vZ944Z/r17BDf/3/Pmfmzd+X77EG5vIqWcw2geAh8woY2SC0Q7AyIz3YeXrH3//nv34ccaLN4c/f/8GPkIH4r0bP36f//Zz8/vPYqzMbIyM0mys5rzcRny83Nj20kG0gOqff3/f//x16vPXvR8/3/vxC7SkhIFBlJVFl4tDlYOdDXSOCqMgC4sQC/OnP39+gS4bgFeFMDNgNKS6g5zK8uP//w9//vz9/58F3EQFHUwHGgxGHOnz9/+/Fz9/Hf707eWffxA1MGMQNMTAX//+fwO1c/4zMIIuqUE6FwWhEp3FyMjHxq4FH/T6/w90mRNsZA5dMSqfhYlZjZe3hIMz4Rf0Vl0WRkYxNlYpdnYu1JAENWi+f9v97uPRL99fgg8LYmdkVGRncxXgsRUU4GFl+/n376H377ufvbn/8y/smCPQuvn3f/8f//5H7v1nbV5eAXas/SlUN8F4//7/f/Hj556PX56jLccHL4V+8vvv9W/feZgY5758d/zrTyZQKxwShKAoe/7n7/aPX+35v4pwckCaLP/+/wPtpoW5DGYJFpqRkVGYgzNKij1A7O+3v3++/f3LCNrawczHwoZ5tgx8hzTo3jRQmGMxkEihv3//Pv3x/fHPn+CJDkZ+FmYFDnYxDg5sG+JBrWDwHWqMv//+Wf7i1YSX79/++Q86jh1s2ad//198/nH8y89/DAz/QF0fkCgjA8Pm91/8Pn8tkpGQpMa9yCBDcWM5QUk1EZnHH1+B74cF9b1AaiEDxZBs8/8fNzt3kJadj4aNkbSmkogMPDBBKhkYfv768f/fv/8MoMVb4BNVmSA9AYhuZkZmXnYumLkQHRCS8dffX5df3n337SM/F2jB/ccfXx99eg06xRelIc4IGmNmZPBRt4ox8mJgZPzx+ycjI6MAJw8/Jx+aSyDmYpKsLGzu6pannl7fcvPolx/fGECpC5oIGRiZ/v3/9+bre8W/MkyoJwWBTmVlYWERE2Pk4gI16NHM/f//38f3/75+Be36ZQJdDs0mJskaHP7P2//f92//vn9nYGRg4uYBnQQK6nujaWb49+3r/89fQMPqyK1wZmaGP39+X73y8+4tVjFxRnhZgaQbNM/y9QuodQ4auYdJgLsQ/z99/nnmFIehMRM3938mMGBl47Sx/y8s8uvggb/37vx7//7/j58MrCygnhmI/QOmH4VmZGdj0dDktHNgERH9x8Dw4+XznzdugNYpgXutLH//Mv37xwSerWJgZGSWleP08uY0MIYfhwo36/+fP6BTU7+BO11gF0Kl/v37fePG9+NHWGVkWcUl6d8VhzpjlBoNgUEARjsAgyASRgEFIfD///9XP39uefvx0OfvP1F3qTIwMLz58+/QZ9ChhKAj1ZkYNT5+iRf5GSgmgqsP8Pff/wdfvy1+8Xo9+OR1+MFzjIy/dn/6xgZuazMxMAiyMOlxsmtysBpxsX//+gN0k9d/UJsSVLGD2gwo/oEYIsjMpMDODj92HbFvFab2P2glxr+voIsEYEbBpJBpdiZGFQ42NU4OJmYmfOqQ9WCyGZn+M4FmNjBlcIgwcrGyyrGy4tkj8Qd8WNAk8GFBX6ALY0CGnfj68+SX79l//gSLif789+/atx/Pf4Na/6CwAsmDMCMDw5//DC9+//n6948ASIBY/B90YcK/7+BuGKYeyFGDb37/AU8OgDteMEUQ27/8+//29x9wKwrU64APLcNUEaAZGZm4WZm4cSwp/vfv75c/oPsowJcAMPKxMHMws6KNxRKwAEX6/8vv3ze8ebf+3efH4MOFGBhAZ1Wpc7BGiwi4CAvBk/Sfv39vfPly6vOXJ79AG0jYmRhZGRi2fvjy4e9/Foi3wcaCmODts4xI/SLQNNS//zs/fXP6/EWCgxPrMDBYN3UIFTH5eucUYa7Vhx9c+vzr64/fvxgYGdmYWf78+/vn3z82FmZZPrEofddUs0BpQUmsVoLOzgKfpwXq7oCatJDeA2iQGYyZTGW1FQUlrr16ADrBE5EE/rOxsKsIyfDAugcCXLyygtInHl8FnzsJChuYdf///PvLyszCz8XLzY7lNEyYMny0lqRKt1eetZzu6iv7zz67+e33D7ArGRlZOQ4/uZ69qS9c1zFC311WSAo5BTIyMXMYGP9xcf2+e9e/16/BDgPbwsjIKCTEZmTCKibOAFqvBRYE3a3FxMzJhTYQDpVDpVjExJgkxBkePQQNzCM3jhkZ/717+/PMaTYFZXZZeczYZ2JlZZGWZuIXAN3MBS6pEAb////v06d/X0H9CrgvWNg5+QxM/mnp/vv65d+Xz/9+/GBkYf73+8/3fbt/7N71780bkHa4A/7/ZxIRZndy5XZxY1dUZmJjB60zFBBkFhD4x8QEuoiAkZHx/39mcE8A1DFjZWUzNeVycmUVk4C340HbeP78ZgBdCMHILCIK6j59+wayBY4ZGRl+/vzz6NHfjx9YRVECEK4EkwHuVTIwwZ2KqWJUZDQEhiAY7QAMwUgbdTJSCPz7///9798Pf/36BT4aFEkGxERu3Pz5z/Dg558L3364/vkDby2BFCHhL3//HP30BdT6/wPaRYAkA2qh/oENlH789ffNn+/sTIzxogK2vL92fvxyCnTuO4MkKxMHI+ODX39+gNojoJoKvIaeUZODLUqU31KAD3TrE7KhSGxmRkZJdjYHPq7Hv/48+Q1akw3pOYDG98AD1JBtu+IsTCZcHByMjN///OEELb5HbqxAjfv77+938I28jAwMbExMnMzMmCPE4L4MVD01qP9f/vze/f7j3k/fvqN2w/4zMDz78/f81x9uv3+/+/Pn6vefv7HFFAcTgxw7Kw+2AUs8zmMG7R9gt+Xluvfzzzvwbbig0WAG0KEm/MxMznxctgJ8n/785cJWc7MwMiiysShxcjAgj4PisYxYqf9///199O3H1nfvT3z+9uoPyFkcTIyqHGxegnw2ggKcuBdY47Hhy+9fi168mvH64+e/4EFksNLP//4///zjya83fMzMjiLCDIxMX3//XPfqzdxXH27/BB0jC0lCzKD5EGxBADYEjWBiYPjy7/+jn7/As1Vokli4n79/ufv28dOPr37//cPCzCzJK6oiIsPPhfN4eGQjmJlYbJVNtMWVbr5++OLzW9DdWAwMAhw83379+P7nJz8Hj5aYkrakMuSETWSNcDYTAyPbP1bwBgFQIw2W7RhANw6DFTmrmvUw5M46teHii7sff3z5/ucXCxOTOLegr6ZNmlmAKI8QpO0oxiOUYujx/subQw8ugg7qgZ3ey8XO5aVq4aBsjMcNYHvwE4wygpLZ1uFi3IIVu2Y8/PACPFzw//+fn19/f7/w7MPNNw/ff/tc7BAHdw/EODYRMd6oeBYtnd+XLv599RLU7Gb4zyQiym5iymVmyYqxtgeiiyDJJi3H7R/0/8+fP1cu//+ONBIPahz/+rl7198Xz7mDQrgMTZH3BP/9/evn7Ru/rlyGnEeEZgujsDC7mTmrtAwjUhaGlE3MbOzMbOwMgsJwLaziEiyyct/37f379Mn/r19B54QyszBJiHM4u/I4ubOKi0MmbUBrL8Ul/1jb/Hv29M+D+wy//yD6z+A7gJmlpZm5uCAx+O/P75/37/w4d/YPaMP0j/9MTD+/fv3/H9xq/wveRQCznpGPj0VeHrRFAXeegEydwXQwgOML3KOEC40yRkNg6IPRDsDQj8OR7QNGRgZuZmYpVhZOJsbPoKXYoEoHMkENYqEGDvhGGEbY0Y3IpTpE7f+vf/7e+fHzI+i8fFSd4CY4cg3w5z/D/Z9/jn7+9uDX71s//4DW5DAwfPr7/wfjfzk2Fn1OdhYmxq///vEyMWtxsdvw86pyc+NfM8DIyCjKzhEnKa7NxXn+6/cXv/98/POXk4lJiIX55e8/h798f/sHNND98s+/BW8/bfv41ZSbI1RUUBv1Hq7vf36f//R5z/tP4Nup/oHvJGax4uVyFRIQ4+AEV5+QNiGy7/5/+vXr9tdvD36ANsiyMDKKsrKoc3HKcHJhrmaBaQNd5fsH3EhiZmQEnVnOyPDj799nv/78hAUUTCWY/s/w9///r3//HPv4+dRX0J5pJrAwnGACtcVZPQT5+LEtPIArQ2P8+ff39c+fL37+lGdnVeNgPfXtJycjozgrMzd417ITP4+HkAAXM/Pp12/fQlYMo+oXY2EOFOJV5uJkwAwSVJXE8v7/f/r924lPny98/X72648r33/9AMUYJNX8P/3t55HP3/N//YqQEEe+9Apq+P9/3/78+QxaJMbADErSLDysLPBu238Ghve/fp/5+uPzv/+w1AvVx8jI+PzP34tfv9sK/mVmYbz46fOMl+9v/fzLwgi6gAyiCO4/yGofsINAa2SYQDMAiKYOSIiB4R/Df2lWFg0uDmYmRoQcxCBU8t//v5ef3pp8bNXuu6fffvv09/8/JkZGAQ4eewWDXKswU1kdFuK6OkI8QpbYDs5HtQ07j/E/A+t/ZgbwijrG///+Q30EztqgDjgDOyuHp5adhbzei09vXn559/HHFzZmVjkBcUVhGeRLAJiYmB3VzFVEZPfdOX3rzaPHH199+/1DiJPXTEbLQ91aWlCcGh1mxl9//4A2KIESHNg7//8xMrH8Z2T6/vvHnrtn/LTthLj40dIGMxc3j7U9o5Ut6CIw0Kbb/4xs7Exs7JACC2wKyQQTCyu3uTWrvMLnNSt/7N71/9MnZCP+//jx+9Spr8zMLKLiHIoqjOBJhr8/f3w9cvDrmpV/7twBzRvANfz/z8jNzWpswungyGlkysIvCGmOw+WxMlj5Bfm8/LmsbP++f/f3/ft/37+B9vKKS7BKSDGjbj5hYmPncXJjFpf4tmfX71s3QTfy/vwBuiVAXILDwZHbxoGZB3T5+L+/f76dO/1l1fLfly8zfP/OwAAK2Z/s7Ez/GdhZWZkVFZl4eP5///b/3z8mQSF2Y1MuW3s2cUnMKQ64a8G9SdBSJogInoEbiIJRcjQEhiIY7QAMxVgbdTMiBJgYmeQ4ORMlRERZWU5/+f7u798vf/9//ff/A+jmHsSU/z8GBhYGBgU2Zisezt///u5/8+bW95+f/v5lYmAQZmXR5uLU4uHmZmFlY2IUY2HhZWL89ucf5AZ7cGsJZB1ajfvr//+L339e+g4az4aMzTMwMLz/C2pzy7CxBAnzWwvyMzAysYH6ImgbekGmYcWM4BNdnERFnET+/4YdWPnsx4+Zz19/Azcl/zMw/Pj3/9m/v09//7318/frP3/KmJmVuLkhA56vf/5Y8fLNkrcfH/8CTSBArGBiZDj05fvtHz8zpcTFOTj+/fsH6ofAhr5+/v1z7uOnpa/fHfn8/f3ff6ArYxlBt/zqcLLFigi6Cgtxoq5v+ffv38Pv3w68/3jl288P4Fa1IAuzPjeHowAfDzOLCgebIBPja6Sg+/8f1JxVZmdx5ufhZGZ+8us3+J5jiNMQJBMDqOEuCzq8Ei2YEWqQWf/+/3v07dv61+92fPz64jfosi1Qr4KBQYqVOVVUwF6AT4idnZuF5T8D49XPn1a+/fDsN2iTLrIJDKDe2r817z6f/fpDh4vDWZBPnouHmLYLmiFw7u+/f4++fz/9xZvT4E2d/8ENRqTGOshfz//8Pfr5m4fwbxGkUVKG///f/Pyx4+373R+/PP8NuoOChZFBgpXFmY/bS0RIlAO6P4GFkYEDtHwc1HgEmQWzGNK4ZwXddQpaIPHq158Pf/8zQ0ZQYWog6tmZGM242OTZ2Z79+v3j/38hZmZ1TvYPf/4eA/Ut/34BLaQB3UNnwMUeKypoISjIyMAIPgwHMgUFMwuJfvDmafXOadtvnwJfZQGxhOHbz+/LL+15/fXDVP9SVTFFsoMUtJcXdHIS1Fgka9GYjIyMTOD2/z9w8x+8uAaqBKFXkFtAkFtAEyqOk5IVkoo382f4/+8XaAnSX2YmZlaMpfk4NROSAO2x5hUW4OB5/vktuIMCWrXDwMTCCDrj99/1N49WX9orLygtJSCG3NyELjthZAINopPSPcbvHNDcoIQ0h5nF73Nn/3z+DFo8BdcAOpHz/987d37dvc0uLcsI3tH+9/Onn6dP/r1/n+H3b/A4Alw1AwMLC5u2DpeZJQsPH5IoASYjIyOroDDo4l4CChmY2Ni5DU05NLX/fvr07/Onf9++MTAzMwsKsQiJMINu1gPp//fjB2gD9J07DL9+QpZFMTEwcP4G3bDGyM7OpqvH7ePPzC/AwPCfiZ2DiYubiVDXFPfYB8i6UTwaAsMDjHYAhkc8jmhfsDGDTrlR4eL+8vfPlz9/vvz9e/f7j03vPp39+uPLv/+//v9nZmAQYmE25ebw4Odh/P+/5uHz419+fADt+AM1n9gZGZTZWSOE+YPFhAVZ2XxFQDfD7/305dVv0Ir8P/8Zfv4H9ShAs8jgtSugFgc4vP+Cq3HwgeNgPnjw+99/hk///n3694+NifkTaGj26/2fP7/8/ccM7mmoc3IocHHhOXYTbBCo68EK3i36/e+fS1+/7fv07Sv4Gi9IbwTSrvn9///jX39e//qlCD4s78f//2c+fV729uPDX3+ZGRjgTc//DAwf/v67+O3ny1+/xDk5kc/q/v3v3+XPn3uevjr29ScoIMB2M/xneP/3/8mvP9kZP2pyc6oidQC+/flz+N37WS/fngWtdwKPrzKAlqNs/vDl9OdvWZKiQaJCbExM2z98fvX77yfwNgBBFiYjLs4QEQFjfr5f//5Js7EKMjO9BPUQoH0zSHtNlIXJhpdLhI0N4gT8JOgA1q/f+p6+2PQBNJsA6mGBNTAyMDz69Xfvp6/WAnyQJV5//v17++v3y99/wfLoxOd//49/+Xn86w/uD18OfvpaIClqJADqs6GrI4L/HzT2/33Oy7cHv/wEbTyA9a/QtILSxt9/v/8hLo77z/D/xfdvE56+WPv+66e/oD4nKFz+M1xk+HX8y4/7P3/ly0gIsnMyMjAIs3MECvE/+vHz+tevf5nZ4ZMDPMxMHnycLoK8737/Ovrx86b3n76C9sGj2QziMjEwSLOy2PBwPvrF8ubPH24mJlk2FjtermhRgR//GV+DN20LszIrcHCIsHNAGnngI0FBekHdDvB5+2AOlHj28dXV1w9BrX/kjbPg5uOVl/evvbynIqpAQQcA1KuFdGTwTUQwgrb+/gddxvcfNGEBTpXgfAnOjVCXEkWBdrj+/we5tY2Neu1+hN2MjCZy2uG6zlNPrnv19T0o5f////8PdAXO99/ft9067qxiKsIjiOdWAYRpFLMYGRhYZeWZ5eT/PoUe6IliJDMzIxPTfwbGf///g7qALCyM7NgWyzEy/v/y+ffNG3+sbBk5uZnAO5KRzfnz9fOv+3f/PHkMargzMDILCLDIK7LJyKKN9CNrwcpm5uBi5uBiEAOdlwq68BlVESMrCyMPLwOosIKUjjBpRsb/P3/+vnvn/9evrIrKyMuTYCpG6dEQGLlgtAMwcuN+WPmcEXSTFzsLizA7yFuaPLxmfLyPfvx49evP579/OZiY5DjYZdjZbn373vPs9YmvoFYauOEOqi1+/me4/fP3vk9fLPi4hdjZ5bm509g5QsV+fQD3JX79+//81+/r374///3n/Z+/f/4zfPr77+6v31/+gmpwkH6QhVAMakYzMnCAxiT/H33/fuWbD4c/f3/7F3Q0JiMDIxcTow4nW7SogAfSlk2oThzUr3//Xv36/QmpyQhRCLKbgYGTiYkbVE8zMzAy/vr969GPX+/+/GOCqEAi/4PWdSDxYcyff/9e+/r92o9f/8GXgsGEQU3QfwwM7/7+/fwX0XT++//fg2/fFr5+dwTjOJ2Pf/+f+vrT5fsPX17RBCkOfxGhj39A65cYQLulWcTZ2SCHBbEw/fcUFvzz//+G959f/P77FTTFARpy1uBkCxbmdxMS5EA9UwjuHjTGn///bn77duLLjx/g6QVk2Z///9/7+fvJz5+KPDwMDIygFSmsLBKszPd/gboj4BhHKAfvDwF1qb7/Yzj59cfxz190+Xgh/S6EIqJZ73//fvLrD8g4DC3w8JdiYbLn5RJE6uf8+///8pevuz5+Q1nbA0pVjJ///T/65XvA9x+CoEURoK2xPqIi8uxsu9+9f/6X4fUf0CSPCAuLOS+XiwDf21+/ax883fPp+2dw6x9kAIYzvv/7v+bD1y2fvv3+z/AHtGqegYWRQYaNJVyIL1JcxEAAy+7r339+X3tx5/STq08+gk7I4WRlUxGWtZDXlROUYmBk5GHn4gPti8Vi29ff319+fgsexYemR7Q1FRiuQxeAD8FC2+WMoF3a6IogfEbGvwz//vwHBT5oDwC4s/IPTELk8ZCgrsJ/0EQDKOJAsyi4bUEyBeyXf4xM8BOVkOTwMgW4+AO07cErpj6AogBFMePTT2+uv3pgr2xKUgcAX+8IxXzQLRR///1jZGT8++nj7yeP/7598/fjh3/fvkI6eyhqGRmZhIVZxCUZWVlAh9gyMjHz8LLp6f+6eOHvwwegTfPwLu7//wwsrIwcHJCVQsiG/Gf4/+v50y/bNv88sP/vq5egFfwMDAysrMySkhz2jtyu7mySMpi6kE3AygbvwwIdDYvct2RiZWfX1ft1/tyvjx8Zfv5E9xGoJwPaHownEWG1a1RwNASGNxjtAAzv+B2hvmNiYpLg5JIAT17Dg+D9r1+Xvn67+eMXaIwWLgplMP4BtYogJ4UwsrGwiLOwiEOlQBUn6OLMf/++//176+vXOS/f3QAt/AE1lBFKIFoZGGRZWdz4uf/8/9/17M1J8Mg6uAUEaiR9+vf/7LefPO8+6XJzqWEOViGbBWOzMTHJsbPLsbJ8+Pv7D+jwO5A5/xn+szIyKrGx+AnyKnNxQ2o7FgZGYVZmAWbGDxhNQGFmJjteLgVO0GL3/wz/wItTQBb8Z2D4DalOQTwUzMzAyM/ExMrA8OvPb1Ym0Fjg3/8ML3/9eoTRxgU5CHQUz/+vf0GHSTIzMYtwcIqgGAblMDEySnByJUqxeQsLvv39592fP//+/xdgYZHlZBdhQwxpQ1Xjpv7/Z/jx798v8FgvsipIp4iVkRG07AoswczIqM7NkyMpwvXy3aVvP7/9Z/gOXugCcTNYCZT4/Z/h7e8/f/79YyWqBQjVBaZA90V8/v3nwpevr/6AzyYHiyIT7EyMIsxMGhysocICLsKCHMjLD/7///7v3y9k1UjsL3//f/mL6IOxMLMYCgoZCgj++ff35z9QE5eNmZGVieXr71/Tn73a8OEb5sgokmEg5u//DL/+gi78AnHAJy/d/PFnyqv3IizM4ZJsSNdcgBrSrz6/W35x56xTG269ffwH1IECZQROVnZLWe0S22hnVXM1UbloPZdXX96/+PoOYiCUZGT8+vvH4gs7FYSknFQtWBH+BZ3ZQ+rIPHjfDr5Y+ffvH98/Lu3/qvZMxqwMrMcZLn/6//U2w330/Al1HAoFSv6g03jxmY+iAcwBNz3hM09gIaIJeSEpB0WjG68fvv76juE/ZIYDvPni/38RLn4pPhHErAsRZkJ6R0ygna6YiRpTP2iR2I+b179uXv/r7FnQluJ//0CteYzxBQYGhn8f3v95/fL/bw1m8C0ZjCys3Na2jBzs37Zt+XPr9v+vX/7/Bl2YwMjDw2ZswuXhzSoiygTeLQC39d+vX99Pnfixa+e/l+BL0CASP3/+vXfv68sX///85gsKZxUShhRfEEliSEZQ6KN7lpGRkVNDmzEp5au09K/Tp/69fw86q/T/P0Y2dhYlZU4vX3ZFZWy3m/3/+w+0cQVeJBLjgFE1oyEwbMBoB2DYROWoR/CHAGhV/be///6ABv1Aw4OQOgQyOsvNxKjNyS7DwY6jNgJdEcvGxPzj//9L334c+/rjO2xBDrKV/MxMtjwckSICoqzMK958vPwdS0/jP+iIlX/foc0pZN1gNmiU6i/ohFDYuTSczCw2ggLsTIyb33289/P3W/C4ryALswEXh48QvyEfHzvoICCQXk4WFntBgW9//6179+kx6DxN0M2lPEyMGhxsgUL8bsKCfGxs4JFL8D5JcOOIg5nJjJfb6cu3XZ++f/kL6jcwwlaW/GP4f+fn79Ynr4RY3mpysbsI8ClxcfEwM4kwM90D2YaC2cC26HITdWokCzOLFBeLFIoBpHFYmJg0ubgsuDl2gldGQeKRAbwYSZaVJViITxM8/A8xlIOFxUlYWJeb+8nPn/e//1z/7uOBzz9AxxBBml7gbhsDA4M4C5M+Nyc7agsGYgJu8v+zb9/2vP947uv3F7/+3Pn5+wNS2xqui4WRwZmXI0dCRImbm5+VDS2BMTIyqXJy6HCwHvryE9LBA62gAd1G8Z+LidGKh10F1PyCexE0w8TAyMjCzMKC1GT99vfv89+//4GvVIPbC2dA+kVgnaBYh5sFUcDMyPD5LyhV+/35w8XG/Pvvn8ufP5//8v3lzx937hzecnr560+vQVMprJyg5v+fH99//9x37+zTT2+clIz4OXhefXnHxgI6XBRiC8RMUPPx//+jjy7NOLleU0xJVkgK1GgDYSRHw5USwQDNJPxnwLplk5WVNT4+6mbjeYu/BjKMEtyMXHaMRt/+/ljHstvM3pqVlUAFB1ptjxYiRLgHPF0A7tcTpxhZFR8nX551hAy/6PKLu++/f/7xx9ff//5wsrCri8gmm/h4aFhzsnIgq8fPJtg7QtP+592bLxvX/Tp44D/kgHywT9DUQLj/X7/5ffvWPyNTZk7oLhRmDi4eawcOLb0/r1/+ffv23+dPDIwMzCJibPIKLAJCWGKHkYHh12/ojmH4jAEDA2iN/vcfv86d/WVqwcLHz8jKCrERmfz77y9o3RHy0jJkaRgb1H8DZWRQFDIyMXOqabHJKvz2Dfz77u3fD+8Z/vxm5OFllZVjE5fEcecXI2jFFyhbwEwcpUdDYCQBAuXjSAqKUb8O7xBg5GNlseLnuf7j55HPP76CVi6DGi1sjIzybCw+AjyhYsKioLUWOAPh////X/78efDz10fQWm0UZf9BVwUzWnCzp4kLfvzzr+fZm2NfQJ0EUL2EpPA/AwPoYiw2NjF2NuzjoIwM4FE0mL7//36CNtr+N+XjMeTh+gXdisDAzcQsyMbKzoySeZlAV/ZyRkqKuwgJvP39+z34PBl+FhZZDnZRdnbIEBeoDQYzmwG0K5pRk5urUlbS8dOX+z9/Pf7568r3n3d+/vkLOrSH4cnvv5Dxfq5PX49+/pYnKaLBxekpwHPn14e34EX8EJ8xMjCIMDO58HOrcHNh9xREHfVIZkZGFR6eClkmg3fvL3/7+Rp01v5/bmYmFQ42dwFec35+TtQmBSMjkxgnlxgnlyHfPw0uTulXb/d/+vbp3z/IrcA8oHVZ7FEiAq7CgqDt0Xjc+f//u18/n/z48QHcDXv+6/fW95+Offn5DXQRFWgMFmuT8D8Dw9//DDwszJitf3CnhVGdl7dWlmH563fnv/18D75omZWRUYqV2ZWfJ0hUCD6LBRrr/fcXvMYa3R4uFmZFdjY2RtA9GBA58JAyqJfLxMDACjrmH3Tv7+//oPM9QU0+JD9CVn/xMDMxMzK+//l90fPXK0EdyL+/fn///OjG968fwWekMv4HHe8E1gZqyTHefPPo5puHED5alwYsCCWuv3748P0zGSFJUCMNKkYOBcqooNFyLHoZGRmdXezfT33y9+U/UGOT8Q8T+GJu0T/8EvwioPY9Fk0DLCTCK5RiHuSrZff268dXX9///P2Th51LTkBSWkCMhRlLa5iKzv338+f/Dx9AZ+rDhhhQDP8PDmlQB+4fIzc3k5AQI2h8AVFkgLYNCAqxCgqh6MLBYWJhY1FUZBIR/ff+HeRgfoTC////f/v27/s3UNeOgeHf929/v3z6DzrjiIGRg5OZlw/PMUf//v0Fqfz3F3TWLzMLExvolne4yaCbEBSUGBSU4CKEGAjfEVI5Kj8aAsMNoLQhhpvnRv0zGgJIIcDBzGImICDJxnb5y7env36//fMHdIo8G6s+N5cmDzcHYqECkh4kJiMDAzsTkzgLCz8z0yvQvlLQVDRoWPQ/AxsTgwYHq6cAz8c/fye8eHfmG2hNB6QpBjeAETzM7MLHHScuLAE62gUsA25T3v/248XvX7///WdlYpRgY1Xg5OBkYr717duhD59v/QDd+crMyCjGymLGAzrVXpgDNBYL1oyFYGNmkeZikcYig0WIETSWzCrLzSbLzf3/3787X7/2Pnl55wdoLTWkmcgMau0x/PjHcOX7rzOfv3IxMl79/vML6jg3ZJPxua/fXX7+kgVvnfzz9+/zn9/vf//5HnSkDQNosykHuwInJ8EQxuJEHELMTEyKPDwZXJw///379vcvJOh4WVjA96zhrNEZmZi0+fiqOTmiv/948/s36AowBgYxNlY1Lk5J7JfpIqz/+vv3offvV735cPn7z6///v/7z/Dr///v4E3hkFBCKEVl/f3PcODLj28Pn+dK/rYWxNLHYGZi1uEXqOXm/vD794fff778+8fGyCjKxirGxs6MNCMBGusFcTF995+LhS1CTPjrv3/bPn798Ae0oOjffwY2RtCZSM783JocHJzMTGJsrK9+/l7z7sPxLz9+gJZ1Q7sHPMyMLnxcASKC7MwsW968nf36w6u/oE3zTEwsLByCTMzs/6CnvsCahhDfgRIGpksgchASdDkvPzs3Nxsnha1/cDeJCXmUFjTuCzpBB+qAP6C+LmiLPthisMsYGdkZ2ZixbIcBKxkEBBMTsyS/uCQ/eJkhKDWB/UdowJssh4NCC1pUMTAw8/IxS0oysrL+h0YripGgwXgWFgZWViYxMQ5HJy5bR2ZuHhQVpHAYGRk5tHT/hYR+27Txz+1b/3/8AC03AkUnE6OwMJu5BZucwr9//35eOPP94H7QEZ9fv4KKHR4eVmUVTjsHDg1tJi5uuMtBvZI/v37cufXzzOnfD+7///6dgYmJWUiYTVubw8CYVUQMyxQEKa4dVTsaAiMQjHYARmCkj1wvszIxK/HwKvHwgpZ+QIa7wA0GokKEkVGAjc1PRIiJkWHXhy+v//z78g90ma4IC7M5D2egML88B8faN+9u//yNttkUVKsxMsizsaSKCgSJCkGPuv//78ufP8c/fFz55sPprz8+gQ8tZWFgEGZh1uNkE2RhPv31x+2fv3/D2l3MjAzbPnwJ+fY9RVJUgpPMG0nRvQnyO0SM8R8j47d//57//vMbdUMwyPHgxeIvf/058vHzwc/ff/z/j9a3+QHeevvy1y8Zrn+vf/7c+ubdmnef7vz8DTkFn42RUY6NJVCQN1RMWBx1VwbEbrJJ0FWpTMyk9SsYGfnY2PVIPE7x198/O9686Xz29sHvP4ywEW9sO0mwe+Xnv//Hv/5UfvfJgJeHlw37MhgOFlYJFlYJfJ07SFSgWgG6j4GBmZlZkYe3Sp494OvXZz9/v/j1+9f//4LMTKocbCpcnGxMTKxMTOwsoEuILfl5Dn749PDn7xe/f//891+QhdmIm9NBkJ/t369NN44t+/jnA6MAC7gtysDEyiGp//fbmx/Pzv37+Ql0TCQ0v4A2V6M6ApUHvh2ClZlVV1It3zpMU0IZuQ2HqhSd9///v4/fP4PWo/3/x8LEzMfBw8vBA98NDFcNatKC7nqDh+R/cI8M5D5wnwCU/9gZ2VkYB3Xt9v3X9zOPrh55ePHxhxe///3lZGFTE5GzUzTSlFDCc/bovz+//375DGr+/v8Haqlz8zCA+nfMYI/DQwjBAO3L+f+fGdS1AClh4RPgcvP89/Hjr9On/n/9CopWmFpmaWkOF1dWJWUmbm5mMXFWMUlSD+qBmYSgWbi4eVw82dS1fl65+OfZs39vX////ZuJX5BNW4fTwIiZX/D7xbOfFy8AHd4PHv6H6Pxz+fLP06e4w8K5ndyYeHhBp64xMv378+fb2dNfVi77feUKw48f4AIc1Av8vmvHd1NT3pAIUIcBaXs9xChQt+Hv3/9/foH6HkxMjKxsBGb5RsFoCIwkMKiLyJEUEaN+pXMIwBtyJNjLzMgkx82Vws4eKvb7I/iMICbwQTei7OwcLCzvfv769Q+8yRTDSEhj8fmPn8seP/8MHsvlZ2Z68evPto9fHvwC7fIEVc4MDL8ZGB7//vv4N+TuetAuQ1aIBKi6Y3j799/Zrz+8fv4CLwuBSWDYRZ4A+JAiZmEWZlZGBvD5RiBjIHs2mRgY5NmYjbg5Hv8C3XcGkkDCEDWsjIysjIwff/1a/OLV7Ncf3/35Dz8h5ef//1d//P745oMgC5Oz4P9nv34//wWa7mBjYpRkY1Xi4uRnI2HRM5LNdGKCtm38/nPs87env/+CjlvCsBbWR2OAMEDNT1Q1jOBVQE9///785w8vUSedoupH4v368/v1r18fwVMrrIyMIqysArBGDxcrm4kAxPT/33/9PPTh4+b3n5++ev/z3z8OJiZldjZnAV4Tfr4IKUmGf/9+Q5rpjEwMTEyP3j6uP7hk5fVjP+VtuZWcGJnZIO1CFh4JXk1/VlGN3x8eqzL/tuDlYWNkPPPsxonH10ArN0AJEIRBrvv/j5WZzUfd0kBS9dPPbyxMzMpC0jYKBmriisxM8GY6SCEe/OLDq1WXdm27deLpp9d//v1lYWKW5hO1VzaJ1neXFZRA7kWgdQlAi6xAS0ygwQ/J2GyMrMyD+MyXD98+Ljizeeap9bffPv379zckWJiZWbVE5TPNAyMMPAW4+JC9DJ5p/PfzyaNve3f9unjh3/sPDP/+MrKxMUpKsVla81hasQoIo6mHmAlaBAWLJVAPkpGRU1OHJTv/y/Yt3zeu//f2LSSuQYq5uVmVVLjMrShv94NMA+9jYQAd0srIIafAIacA2lf+589/0A1dLIzMoB7Lv79/fj9+9PfZM4a/f0EbAyDaIF59+vT7gf1symocGlpM4MPB/v34/uvK5T937zL8+oWi+Nu3X8ePfxUUYhERZZWUgqx1hJj09+ePHzeu/jhz6u/jx/9//mRkYWESE2PXM+DQM2QRIOrCMog5o+RoCAxXMNoBGK4xO+ovGoUA6IwgURYWUbjx//6CB4UZeVhYLPl4L3z9uf/zN9C5+nAFDKDmyYOff2Z9/8Dy5/cPZpZ/zCygCvA/wx9sw+1YV9JDKvF/oGoVyVyqMf///vuHifG/Phf7he+/nv8GnWbDxAhaPi7IzGzKwxElKmjIy33q42dl9i8XvsPOIwKvNGdiZJBjZfEW4FHi4nz649fxz98//P0P2hYKcxvE5W/+/J//5uPqd58f/vr96S9o1TwzI6MwM5MNL2esmLAuHy/xLUWYwfSj/zGA7mqCNDCRbYV0fpgY/jODG1/sjKAm59f///+AlwbBVf4HHdjKqMLOxgddZgZqC0FlQUOzUCZ+6u+/v1c+fV755t1p6BUWoEU+Mmws3gK8PiJC8JP7GRgYXnz/PvPZy9Xvv7z58xd8fRzIYGbGb1s/fE4V+x4pIcbOwsrKwPT/37+Pf36/+f5t3pltC85v//rrO+vjU8wcAuziukxsXJCEycTOJyhjYqxqkSEmZCskxMLEeOnZrd7DS7fdPvHxx9d//8ALbxiZhLj4g7TsS2yj1cUV/4FO1WRAboeBrCeEn7573rR3zvLLez7/+Aru7YI0XHlx59DDi/ffPG50TZPgFwOHMUgcE//7/w98twIoisAdMEYmRngPFFP5wIvceHlv2cVdt948Bp3lBOsj/f3/9/KLOzNPbdQUVbRSMmJjYQWflPsfkjV+Pn74adH8X8eOQkfuwbmP4datPxcv/H/0gDckgk1YFFwQEfAdKHxYWBj+/AYNioNmTaDq/96+/Wn6lN/37/H6+LEIicJDG9RMf/bk1727f9+9Zfj7l5GdnUVKmk1JhUVQCP/irn///zExINZugTpm4PQPmq75DzqLjJGJmVlImImL6x9o5zso7qBOAXP/Pn3y+8kjdmVVBnAHgJGVlZGHF7R4CTFvCVbOxMTw+/fva1d/P33MIiLKCJvcA11dfPTg17Wr/9y6BToYFKyWgYnxx57dP6yseQKCOZRVsZ0LBFE3So6GwIgAox2AERHNo54kIQTAKwzg9R9hjbD6m42JSZ6TQ5WD7fAX0DoZSMMXrv0fA8NPJuafbKCWPwN4UQ1oQA4uDWNATiVihJxzDRMEDYoxMAgyMRlzccjDDuVAkiSdifDj/y+/f5/6+Gn7+0/Xv/98/efvO/AGX24mRnNudjd+HnVuLlUuTiHQjZuMlgLMlYyMG959vPfj9/u/f3///8/HzKTOzuojwGsjLMTOwvLr+4/fSE0KuLP+M4AuU7vyHSQJmteASPz//+Xf3zcfvrIyMspwsIvg3dsA0TEgJCMDAy8rqx0/z/lvP2/9BI1hwto9/9mYGLU4WF35eCTYQceHCrKADsTZ/v7Tpg9fkS88Zmf478HDFismzMbEdPHjh0tfvr0C37rFwcSozMFuxMsjwcGJv+n27/+/sx8+tD55derbr7/g3gWojcTAcPfn30vffr378ydDWhJy2cK/f/9Ofvy0CtT6/8cMOr4HGmb/GRju/Pq76f1nRwFeeW7mJ9+/b3oDuv758afXt25f/Pr7BwMjw++Pjz5fXfvr1XVmPglmDkEGVi5ZTu5kZa0ACWl52GmzhrLa/b7F4Q8vPnj34smnV9///BTi5DOUUrdVNBTiAd2gB76tGGop8dS1V/d23z3z+ec38J5jhL7vv77vuXs6RMdRjE8E94j+/38M4KUukK4zuIHIDNqVjZYFEcYOOOvPv7+///4BFTJI7V6Q8xmZ7n94fu7ZDWM5bTYWVtCuffCKrP8M//88ffLn1s3/P0Br35Hd///jx5/HjrLpG7LwCTDBpoOQFWCyfz99Aj0GFFnu//9/T59+37WDVVGR29wadO0XA8Pf79++njz2bfOGP7dugQ4O+v+fgYmJkZeXVU+P29OHU9+IGfeiPmYm5v///v7++PHvxw//f/0CreTh5mEWFGKC5XRGRkZ2Ta1fZub/Pn789w4yFwHqJoAmJRgZmYSEmPj54UfTMrGxs+vq/jp76tenjww/f6HlF9DuBdC2ZkSM//329dfly38fPARdXQzaPAP16v8PH34ePMAkJMwsJAzaOQBOLVC5UWo0BEYYGO0AjLAIH/Uu/hAA7Y+EXMiKqEvw64DL/mX4//b37xvgTaJYNSMLIrMhJvwD1f8MwsxM+lzs3Eyg7bav//z7CVpswcDJyKjIzuonyBsgIigC30AM0UYWCT4P9B8DE/Pbnz9XvXo97/XHx7/+gA6EATVJQC0O8GGpjMa83Nr8/GB3gazhZmW1FxY2F+D78ufv5z9//jCANvgKsLBwMTMzMDP//88gxc7uwMf98NefF78RB50yMTCwgVuFIAtQvQ06J/A/w6NfoPVUWK8OANkKwf///foLMhN0DgkTCMBdBZGnKcnOzOInKiLGyrr13cfHv36/+fPvD+gGAyYjLs4AEQEtHh4GWCfw9fdvZz5/A3sX6qL/oNOW/gszM737/XvTu4+r3n18+PMv5BIoRkYGHiYmGx6OTAkREwEBtJUtUP1g6s+/v8c+fb34HXRlG/LsCgMjw8d//09++R7886c8eKD0P8O/93/+YB5TCxr3ZWB4+fvPq1+///773PH05Y6P33/8Z/j3m+EbGy8DEwvD318MjAx/v7399vAI6DBYZlYmNh4dDctIYSsx1J2gorzCvjpOYHeBpzKInsQAa8FOMDEygo/nxZRlfPf985OPr/79+wcZCMdUAVoC9P/vPwbQYDqkUw06zXZwzwDICUhqiyneeP3w75+foG4aCwfDv7////1hYPjPzszKxcoB8Sw4O0J8zMjIyQlulENG/iGCYJKR8d/bt38eP/qvb8RAXAcAdLYPqLkM1o5MMDH9e/Pm1/XrHLoGTOzs/xkYfz5+8G3T+t+XLkFP8wStqf/3/927XwcO/Hv7lpGLm1NThwn10C24eX++fPp26vj3/fv+PnwA2gHMwMDIx8eqrsHp6MyppQvqOTAysomI80XGsMgp/Dh88O+L5/+/fPn/+zdokkFJmdPdg01L9z/McNBJ/+rajImpX3dsgfRe/v/8yQA66Z+NWV6By8uHTUkF1A2AWc/ExsbEw8OAeQ4sE9P/b99+X770x8ISdJwReFICpmmUHg2BkQVGOwAjK75HfUsgBECH8BO7ahnNqP//GX79+/8DfKYHpCGCpgAPl4WRQZqNxYqHw4mf15KPl4WJ6dH37y9//37z688/BgYRVlYVTg45Lk5IswCXOeDOyz/QLjdG1IY2hgbwJaZMv/79vfH16xrwsY9oR9n8+v///q/f93/81OQFGwg3gZGRg4WNg4UBs73OyMggzM6RICmmysl+/PO3l+CLk9mYGGXZWOXYWM98/b7383e0tTGgo0gZGYRYmHmYmBj+gwZxQeEGmiNAbDP+9ffP1c+fD378fOfHrx///jODDrdhteTlthTg44VN98NdRzXG/39vfv588P3HW9BQ/X9OJiZZDnYzfl4rAf5v//59BV3C+5+DiYmPlRUU2jBbP/36Oef5q3lvPiEP/zMyMHxnYFr+8eeWz8/e//33/T8DE+jKAlAE/Wdg+Pzv/+5P30VY3qtxcwqw49wC/B90Sx1obgWkDWYdhGZkYPjwF3RFHYTLxMgkz84uxsx07+9f5EUwkIFmeTZWYRbmE5+/Hvzy4xcDA6gvwcbNKGfN8Of7z+eX/v3+DrozGmTPP15mZndF3XwzPxE+zKiGWAWKK8hA7L//oD4zUmsVroBYhrqogq283vPPb3/+/gHq2kH8CZ4HUxeR0xRTwNM7+s/w/y9o3wpoQRbYm6DUD7obC+I4Yp1AV3WygpKldjHcrBxbbx17/e3Tn/9//4F2ZYCcz8HC/uff3w/fPnKxcsB9wMjAwCavyGps/PfVy/8fPkDGyOEuBt3aKyEBWh4DmisEL4YC9X/g8lAGuNv/n4mJiUVCklVb+8/9u/8/fgLJgQIMRDP8+8fIysLIxQmehwHFwf9fv/5//45mHchV////fXD/55WL7AqKTKxY7pD++/vX16OHvq5Y9vfBA9ASf4gVL178vX0bdJ1wVCyPvRPkiCFWAWE+Lz9uO4e/nz//+/wRNFfAwcEiLMrMLwg+ExnsMMiyMGYmdk1tVnmF369e/Hvz9u/bN/9//2Li42eVk2eVkmFGLQ2YObnZ9Ax+Xjj35/NnUO8F4gCoYaDdw+DQAA12wMVGGaMhMNLAaAdgpMX4qH9pFQLM4KUsHgK8L37/vfvzD2hvL6gtQ5R1oizMccL8cZKi3CzgLZiMjDps7DogrZAbnEAsOP777++bn79e/fr1HXxdDi8zswQ7Oz8rG2jhNajRB6q54YrxMP78+//q92/Imh80Zf/Bmw1A8/FoFSeaOlQuIyOjIDuHjxibh8j/n//+/voPWoXCycz87/9/1XfvX/7+c+n7r9//QYszIA18RgYGPiYmURamPe8/Pnn59tPfv0zg+4z1uDlN+Xh5Wdne//q19tWbhW8+3AOvvQG1j0DNVsZNH75EffuWICGG9VDUv//+vvr589WvXz/+gRzAz8Iiyc7Ow8ZKZGx8/vVz37sPy998uPbj1zfwpm5WRgZJVmYvfp4IMWFZbh4ebGe1/////82vX2e+/vj0D3SMJnLA/Gdg+PrvP6RXgNy5hIzK/2VguPfz9/tfv/F0AFiZmc14uTU+fb38HXQuFFoEv/z99+CnLxIcHAJsoAsfzAT4y//8nf/6/W3wQUzgfSaM/MyMtrycyWLC8lzchz99hawjAjuSkVVAnlcrhF1c7/eXVzx/Pjvz8+sLiWuKKZjL6Yrha/2DdYMJ0E5TMIM84u+/v5IC4k1uGSrCMttvnXj55f2nn1////8vwMmjJ6meZupvJKuNp+v7n+H/7/9//jFALsqGhA0jEyN0rR15TqK1LkYmJn0ZzS7v/CgD9y03jiy/tOf557egljsj47PPbxr3z99840iCsbe7urUgFz+kZ8UiKMwfHs0qLfvj0IG/L178+wJq1zKyszMrKXG5ebKqa367eP73zWt/371j+POXkYuTRU6eQ1efTUoGvooG7ClQzmblE+ANCGbi5f2xfx9o3P37D1AbnZmZSVCQ3daOy8aeBXROGqhxzCIixiwt8/f+PdBwO0gAbAaE+PUbNGCP2GYCEoWEPqgb8uf336dP/r0DXxGNtAKHAbzQ6MfRQ2xq6hyKKoxgKdB5xLz8LLz8DAwyIFNQ8d+fP37evvnz2pW/r14y/PnDyMHJIiPDrqXDrq3LyALeT8yEJa4ZmZi49I0Yk5i/7dj269KF/x8+gq4u/vefkY2NWVmZ092TXU6RiWW0/YMa1qO8EQZGM8AIi/BR79IsBBgZGYXY2UPERTW4OK58/X7j+89Dn78/+w0/UwefxYzgq8TYmUDHzIBX/cDb3fAqFaT97/9/T79/3/b2/c4PXx7/+vMTfCKnADOTMTdHqIigMT8fG+rtYCA9uDEzE+gYGUlW5pd//oFahIygGh7SyOZjYrTg4dDl4QJ1KnCbgF2GkYmFmYGFmRn5sFJ7ISFBVpa9Hz4/+Pn71o9f93/++QXeh/Dp3791779+/fcFdLg+A2gZCAv4Gqwgoa+RooJ3vv1Y8ObDrZ9/mEG3WUGD4j8Dw/Pff/d8+ubI/wOtA/APHD6b3rzb+eHL099/fv0HDbdDwidSVMiAj5eVUPj8+PNn25t3Pc/fPvr1FzQVAfbhfwaG93//PP/9kZmRMYudjQN83QFYBoVgBN3FCwpDFFEwB9LWBzNRCFD3jpFBhIWZC/lqXxQlIA4TI5OloEA9I2P/8zdHv/wA6QIJgzAjA8OrP/8mvXj/49+/dCkJDlY2bla2AHExQz6eJz9+3vv+49K37x/+/FPnZLPm5Vbm4mBmYtLl5lTnYD33DXT+FMRhTBwCbNKm3Az/vXnZq+Sk5Xn5QEbTC4NuN2NgVBCWqXRKSjL1f//t09tvH/4z/BfmEpDiFxfi5sffwQBPj4COl4EcwwT2Eeh4I3ByhqYZenmF4f///5D2OjE28nPxmchq7b1z+gcoqUJyHsPf///efP2w6/bJW2+f/Pv3P1DPmYsNNDUEWvwmKMzn489lY/f306e/H98z/P7FxMnNLCYGulZr947v27f9ff6M4TdoHRFoERcH+3c1dS7/IC5LaxYubtCgN2hLAbQHyiYmyRISyWll+/fVy79v3/z7+g208EYavLuXTwDuBVYxcW5f//+fP/++dOH/j59QT/3/z8DKyqyuwaKm/uvFs+/nTv19/Ro0ys7OziIhyaaixiouwcTGziQkwghaRwTVBKUYGRn+/fv75MmfVy//y8ozMDGCQowJNG4BVYBK/fn65euBPd82b/xz7x7Dr1/guQgGBjZ2ZikpZmkZRnZ2Rg4OFilpdn1DdhU10LIiJO1MbGzchqbsyqq/nz358/r1v/fv/v/5w8TPz6qgxCYjR63DjpAsHGWOhsAQA6MdgCEWYaPOHcwhwMjAyMvKZikoKMfO/vEVaEgPWqvjdjRo5T0DAz8zkxQbK/i4bgbUETuEzj///9398mXqs1ebP379CroHE9pJePHn38NfX97/+VvBwqzOx0fkODcDaGk+kyEfb77k3+VvPtz68fvLv3+//v3nAC3aYfEQ4AkQEZJB2eGH3OxEuIpIFgcLiyk/vxEvz5tfv+e9eD3/zaef4M2sP//9f/nvP7jRxsDMAGqz/WNgePr775YPX9TYWd/8+fv6zz8mVC9B2nRf//779PcPuEEAEQDtA33y7duEpy/Xvf/yDWQmtBnz4ve/u7++PPv1p56JSZMfX/j8Z/j/5c/vk1++Pv2Nsn4GYsHXf/+vf//56fdvrB0ARkZGMXYOT0Geh7/+PAHdE4cvYP6COz9MjAxcTIyW3BxxYkL4b6FmYGBgZWYx5uc1/fTlxNcffzBS1bu//45+/hb086cseCcAIxOTAhc3KwPDmc9fbv74/fL336s/fm398FWK7Z2bAI+HAF+ttNiS1+8vfv/5+e+/7+CFVcIsLE7gW+rkUFf84/MGA8O/f/9ArUpoSsSvFqcsKNbBkqwsbDKCkjKCkmAesQRog+z/P+CpGpgWRlBaAh/J+x9uOEyOhjTotmbw0TfQlEeEVV9+fr///vm3X99RohTU9WR69PHl3run7ZSMOAVBEzsQwxgZmVgFhVkFhRkYFCEioPmlU8e+797998kTUHaAL+7/8fP3xQtf//1nkZRiVtMErfuHaICRTKxsHPJKDPKgS3Nx5e1/P3/8//ePkZ8fdBQPpAPAyMgsK8tubcNmbPL37dvPc2b8uXEDtj+YETQ8r67O5e3LaW7FbmD0+/q1n0cP///8GeQwSCKBdB7EJZj5BUCHgYI2kOCMo/8MDL9fPv9x6CDo9E/IzWUQQ379+nv//t+7d0FeYWRkYGb+Li3F4e7J4+bJKiqBdiMYC58AC58AgwZI7SgeDYHREEAGox0A5NAYZY+GAEkhABqxBq2IBWn6/+8feBkCE/Orn7+Wvn43983Hj3/R78wCbaIDra4BrbMGaWJgYGdkVONgjRXltxTgR6u6IArg5Pe/f09/+nrg0/fvoHM2IY1SqOQfBoZnv/++/v1bHVdNDlWIQkG6K+6iImZ8fG9//3r/+8+P//+4mZgl2dnF2VGuoWUAnbMC2jQM1g9uq4BqYhQ3gKXwEoyMjEzMb/98P/v1x1dQAx2qGLIcCMqBtfW//v339s9fLiZGbibG939RhtX/MzCwMjIosbPKsrPDAh+k+8+/f9e/fjv0+fv3/wwsIOeBBEEYfLPB/V+/H/78qQleVg4SxIr/g3oR/8CxiiYPWjkBthfUS0GTg3G5WdkixMV4mZi7nr99/Psvmr8YQJMYDAacbJY8nB/+/vv27x8/M7MOF4e9AJ8UJydoyBZmDi4acqYnOPTRlfxnYPgENhO8WBq0T/TW509tT17u/QzaOAzig5ZlMFz78fvE158Pf/wqlJHo5AN1xt6Cbif4y8rIKM7OJsPBAbovDN1s/HxSEhx+kzBkQWPDyPGIoQAiAOoAgPYAgOINHDggPUygq4xBexwgasgjwcvEUffA4DUIdMMH6CRYnIr+////998/ZmbQgDe4D8jAxcYhxSfCzMzC8AftZBvGf//+Pv/89uuv7/9AN3nhNBNUnPz5w/D3N3JeAKkGB8PfRw9/3b7JrqTMjHe5C9ac/Ovdmy87tv7Yse3v8+egAX6QoSDbGFhYWRSVGNnYfx7Yh3SHFyMo83z79vvc2S/v3zNxcXMam/GnpH1TU/tx4vi/Vy//f/3C8PcfIzc3i44Ot7sXO+wUTjydJdC4ADMz6NwhRsb/IO9AXACazAB5Ft7V+f//76PH3zdvYhYWYbZ3hmwtgCkdpUdDYDQEcILRDgDOoBmVGA0BvCHw/z/oOHsGJmiVzwjeDwoainz648epL9+wtv5ZGRmV2Vm0Odm+/fsPaQJqcbLbC/Bp8XATXJ3y59+/979////5k+fPnx/sHKDDs2HuY2QAjSVzgxfUwpqAMDlCNOjAPQ4OIbyHC/37z/Dkx4/zX77eBy2L/8fKwCjBxmrAw6nBw0PQ2XD7GRmZ/v3/9+73n5d/QDubMdvHEJWQFqUYK7MmF6cyF6itvOLtp2e///76DzrnhZmBUYiFyZ6XM1FcWAF1rBo0FPoXdG4S1tYMA6xrAbEFK8nIyMjPymbPx3Pu28+bP0GHlsKVsTIy6nGyBQjxC4BORIULozM4WFjVuDj4mBn/Qy93QigA91sYrXg4C2UlWZiY/zGARqmZmdGmNxDqMVlszMwG3JwKrJ9v//oDugkX5qV/4PNYbXg4JUFuA/n+379/pz9/Of7lx+//DNA1H1DFjF///T/0+Vvg9x96AoLcrOzymNaArq0Aj+ujdLuwqWNgAKd57FIUioJPi0dcYYvftH+gZXOQTeSgLgAopf3+/+z2UwFdIWiewK8fnywoPPHJkyIHWuyOiHFQ/4KHgztYx/Hmm4e775z+9us7smGSfKIOSoaiPIL4V0AxMjCySkkxS8n8fQZupqM2lP9/+/bz+DFWBUXQcT2o22SR7cJk/////9etGz/37QFNLPz7B2pwwxT9vX/v++ZNrOag4ztBQwMIGyFhxfTv2bOfF8+xq2mwiUqwBobyuHqANvh++fz/718mLi4WYRFmHvRrzmBmQ2nQYAoDeL+ysAiruvqfm9f/v30HcgPCLqhKEMXIyMDE9O/tm58Xz3Po6jNxcuEfSQFpGcWjITAKQCfUjYbCaAiMhgA5IQAaz4bUeEi6Gf8x/PvxD7SsAtQSQZKAcCVZmRNE+IPEhBkYmf7+/8/KyMTJzExMdfX///+ff/+9//v3BwvzDyYmtNa/MAuzIx+3KhcXA8P/f3//MTJBbqZCsp5cJuikmt+/9r19v+TN+4vffoFX6oMahpyMDBocbDGi/P6iwtys7EQaz8jIIMDCLMPKcu8n6ExPaKMU3GUBz4mA1gJxMTHqcrHHiwqYCPBxsrAlS7Ha8PM9+vnzJege4n+8zEwqnBx6PNyCsMYu3GoWJkZlTnYdDrbDX3/8+gdaig0f+RZgZnTi5dLj4Qa1IfACdhYWD1FhETaWbe8+Pf715+0f0Ik/AizM+twcfkICWrw8eHajQgzmZmYWY2Vh+vEHwoWQkOsdBJiZ1DjY2ZhZyGs3MzMx2wkJNjExLn/94c7P3x///v35j4GNiUGOjdVXgMdfVJgP1sIDrZ349/8vjj7Px7//Pv6B3OGFkX7BzgUNvYOXY4F5A0OAWr3YXYfhnv////z9DWn+w1PU319/75y8re6nxcyG6AFh6CQgQPnqJmwWQH0FOm8MzDSV1+33Kdpw9cDZpzeefXr94edXFiZmRUFJPw1bd3VLIW7Cd9ayycjzhEV8ZWP9df48aKAdUtZA7P7799fpkx9fvfwdEMTj4MLCy0cwC0D0MTCC9jOANgeDwhTsUKgEaBLgz4P7TNJSjPz8jCys/3//QTPz/58//z59/vfrF/jeX2boIhy4diIYTKC9AeAJAB4+bndvBkZG0H7lZ8/A2wDA572CVkmBXQXvEoCOg4XdCEeEFaNKRkNgFIzOAIymgdEQoGYIsDCCjoy05eF8+uvPyz+gdciQIW02RkYldtZQYV5PYSEeNg5SrfwFWt/y9ciX718YQE0jZO2g8zeZmbS4OHhYWRkYmZhA6wvAVSOyInLZv/78OfH+Q//zN9d//GEGr6eGjNx//89w+cevje8+G/Nwq4PWnRNlIwsjkwo3d5aECPfrd5e+/fry799P0AJ00KC+KjubFBsrDzOTCgebOR+PMjc3ZFUMFyurIT+fIah/ALljFueQOTMjkxYvX7kMo/Kb95e+/QCdufnvPxsTgzwbqys/j4+woBgHJ44mMUrocLKw2goLWwgIfP/79+vfv//+/+dkZuZnZWFmIlxaMjEyynNxJYgIvP3z9uoPxBwCOyODAjtLpDC/s7Ag8a3/f//+fv8LujQAdAokExMHMzMHC6uTiIgxH9/737/f/f79/e8/TmYmSXY2cXYOZGOZGBm1uTnV2FnOfwdtQgenCFBzioGBgYORwYSbU5ETccTkv39/v/368efvHwZGBtAZr2zQQ+hRAmUQc3j5eTWMNP/tBS0BAjsTlBSZGZm4WDhBLLDQYCYYGZkURWQL7WJ+/P7x5ee3779/MjEy8nHw8HLwoDWscfmCiYWV28iMRUb28+oVP3buAK25R1b69//fO3e+79jOqqDErKVD5PW3oIkFSSkmaWnGp0/+/0JdX/T/P8O/f8xiEpx2jt/5+H+dOgk6mRR0LTTYVlYWZiVlNkMjFn5+co4QAJsBWuUDjjxGBgZ2SWmWyFgOU/Pf9+7+ffny36eP/z5//vPg/r+XL0HXC/wFH7fGwc6qoclhYwe6DJgJrBNqzig1GgKjIYATEK7ScGodlRgNgdEQwAgBJkZGaU6uJClxTS7Oi9++v/j158u/f1xMTOqcbLZ8vHp8vEQd1AMaxwct+WZkYAQvGGb69e/f/R8/n4LugQUNwCNb+/8/w18G0CJoqCB8SAzKJ5/68+f3sy+fj338/OjXX0jrH24WZHD9A3QsmZh2NVQrpHmtxcP9/OfPN7//fPr7l4ORSZKNRZSFBeRT0NZkZi7weuU/f//e+vrl7Oevj3+CDg9lY2KUZ2c15uVR5eZGbuxCzQVTrMzMBgL8mjzcn//8+QS6D+sfOxOTMCurACsbMdMsYDMgBCMrMwsrMwupp+F8/f3r4ufP176DzkthBB2qz8DByGjGzeYlwGvCx6PBw81MRC8CdFH0v79XP33e+f7jjR8/v/0FTYwIszKb83C5CvJLcHLxs7Hzs7ErQFyKjWRkZDLkF6hnYFj46v2l7z/f/f7z/senvz8/M/77a8bHkySoLAVe8fXv39/zT65vuHrw6qt7X359Z2RgFOMWsFbQ99O0lSJxJy42V9BJjIuLS05N7s2eJ+BryUB7HRhBy6uY2JnYSEiXEMf+/w++5O0/EyMTaF0+RJA+JCMjBxsnB/jAHyQLIYP5RLVomUTFWHR0mU4c+/v5M5IJ4DBgZPz79PHvu7f/qagxE331FWhiISjsCyPT7wvn/3/5wgDe4wTqk3BxsZqYcJpbcKhrcWjr/LC0/nXn1r9XL/99/szIwsosI8NhbsmhocXMwYXiDAo4zGwcXFp6/7X0QLHLwPD/z+/fTx//fvTw78sX/z58YGBkYBKXYNfUZpeVZ4JNglFg26jW0RAYKWC0AzBSYnrUn3QLASZGRjEOTn8JDl/QuTr//oL28DGyMzMTMx727c+vS5++nPr89dGv37/+/WdnYlRgZ7Xk5ZHnAC2zwdq2Z2NiVGZnVeJkhwyZU8Wb4Ou3vmx9++H8tx+3fvz+CTpjHcVgyOFFEqzMomys6D0SFIVYOIyMjCIcnCKg8XjQkqU3P37sev/h4Kdvz3//+fv/Pxsjoyw7qw4n+8c//7Z/+Hzn159foK4QqOHBycSozfExRUzQXUSYA2c7hpGdhZWdhRXP/VVY3ESx0P///x9+/TLvxZvNH7+8+v0Pcq8zpA/AyMCgzcWhzctLZAT9+P1785s3U1+8u/3zD3wSgZGBYfvHr4c/fS2TFlfh4wU36/A5moWZ2VxISIuX59GXz7MuHVhwfsfXL6+Y/v05w8HZeE3KTtHQXc3iwtObPUeWX3v94P8/8DAq2Ly11w7uun2yxTVdS0oNLDAEiD9/wfcAgBatQFMqIyMTC7bLsHB55sev78ceXDx8//zjj69+//vLzsKqJizrpGyiK6XOijOl4TKMInHQ7cyvf/y8/u3v01//f/5jYGFkEWdl0+BikyawtJ2FkYldXvGnvMLf5y8YIGfmQFbvgGfPQEfms7CAchHRrmNiYeEyMmWVk/959fKfJ4/+vH79//t3Rk5OVmUVTiMTNgkpRmYWJn4hVgeX//ZO/37/Bm0UZmRkZGNjInTYLpFOgPR+/n759PPe3T+PH/778gV0joCAIKuCIpuCEugII9DqQfCefTxbiYm0bFTZaAiMPDDaARh5cT7qYzqFAGhbMAcTsUuQ//7/9/jbt+Wv3m58//nxL9DCD0j1zcnIqP7+iyUPx+Nff34gHZ4D9wQ7I4MsG6soGxtchBIGaNH/r19b37yd/er9zR+/QXf3MoJO04ebCbqu6P9/XmYmS26OJDFhWdBRoUSNUMJNgDP+/Pt388vnKc9e7fn0/RP4RiGIQUxff25k/PKPgeE3+KhQJli/5/s/hgvff21498mIl0eW0mbZ/x+//7z5/evzn7//Gf6zgScKBNnYiGyjw70AZ3z5/Xv163dL3n76Br58AOIRBgaGX///n/z2c+v7Txo8PDxEDE/+Z2B49P3b0tcfroNvP0A+zujrP4bDX747fv6ixINzDgTuHjCDkeXf3yPX9m4+tuTzxxegI2gYGJ5+ZXj65sG+e+cWntv24efX55/egBqFSKn0++8fu+6cdlYyVhNXZGHGducZ2GgCBPiMG1JbZf9AnWXQ6DuJ0zWg+yP+gc6ggZzVBAp7JlBEQlarEXApAwPD2y/v5p3aOOvMxvvvn//9+xfUqmRgYGZm1RSVyzIPijT05OcksGmVsB3Eqfj35+/3Cx+/rnz768yP/x//gab2GBkYORiZVVi5Avi5nIVYBVBOvkI2lZGBkV1WgTcy9isv768zZ/5/+vQfcnA+MzOTiDiHiyuHkQkTaOcMsiYCbNDaMxExNntn0OzKnz+gI0EZmUC3BaN2+kHbodjYGYhI3gTsg0n//vDu583rvx/c//f5898Xz//cuP7vzev/v8E761lYmUVF2a2sudw92eWVmFhIHoCAWTJKj4bASAejHYCRngJG/T8YQuA/w/8Pv35tfPNuwZuPH8CHhzLDWr0//jNc/P7r8vdfkOlvUOsG1cV//zN8//fvD2icD1WCLN6ff/9uff26/M2HKz9+g6/fQjGFBdTZYDHn5jDm4bLj55Pl4gI1H1GUEM/5//XP753vPuz89O3bPwa4fyH6f4FH/9BacJB1R6///P34548s6NonzMCA6MZCgja2woL0558/Fz59Wvf2w4VvPz6COx4c4B0afoJ8zsKC8K20WEzBIQQ6gOjPn5vff34Ht/6RVTGC+gAM93/+/vTnD1EdgP//P//9++7vP0y/MTIw/Pj3//GvX7///gPdGYdsDQ72g3dPF57ffv/9MwbwHXNQVYwMP/78uv7qAagVBzqIHSoMpRiZvv/5efPNo5+/f5LdAQAdiPvvPzNxR/D8+PXj3JNrxx9dfvLx1d///ziY2VREZGwVDNXEFJmZmf/++8sI3toCdR42CnQK0H/IChVILgFtYWYCeQ+bajSx///PP7kx/9zWO2+fgnTADpf8+//vlRd3Z5zaoCuhYqFgwELsqPb//wygsz6ZQFt10Dv/oG4RaCMNZtxC3fT75fevq9/93P+d4Sc4A4CF/3/9/+fcry9v3jFyMzE7ijBx4Ky1mZiZubT1WGXlft659efli//v3v7/+ZOJh5dFSZlDTZOFlEtCwDYjCNCl4Di63LATe9A9i9BMCgt02sGTh1+2bPx56OA/yP1iaEf3/v359/Gjbxte/fvxnSk8mk1ShtTuIinOGVU7GgLDGeAsSoazp0f9NhoCtAiB/+AzKJiYiFnqg2b/v///3/z6feHrj89//6NVpJBWL2jcHawHue0AGfDkZmZU4mDjBq+bByuhiPj7//+LX7+f//6DdbMtPzNThBBfsqQYF2jCAdktWCwFN8lAmxiwyIGOEmH4/vcv+D5jULsLUw2kBYRsB2TdkSQriwDIs8gymLpRREAntv77BzrAh5Hx55/fO9687X/x9saP36CzgmAKb/z8c/H7zy///oaLi7HhaOvA1GKhWRgZeZlBjUfI4h+4iv/go9ZEWJg5Qec//v/z9+8vyOmxDAzszMyYmxkYGRkFWFikWJlv/QQdlgrxJCQN/GdgEGBmUuJgYwUZBbcBJ+M/w//vv398+vkNS/iCDlEBtZJBTVJIVwpkE+jkFwaG/9zsPMpC0mQEAtwp2Fq/cEkUxrsv7+ef2Tjj1MZ77579+wc9OomFhc1IUrXAKtxfx5GTjROL+1HMYABtSmUAbQIGLwcByYH6DKCJK5CvQHy8+Muvb99+/2RkZIQkOZhakBkPP7y88OyWkaw2wQ7Av99/ft7/9vvWt7/v/vz/85+Ji5lFnp1dnYtFiAPU5gcb+u//P1BLGtYRBYuhEP9//Pv37i9k4B9Fgpnh38u/P8985TDmY2MH3ReOIovKYeUTYDEy+8cA8j9oFhFVFj/v37+/f96++fPqxb+vXxn+/wed2ikmziIsyoQ7RzAxMcGDHdNw0HGukAIREriEZoX+/f714+zpnwcP/HvxAmQaKKFiRCIjM8PPn7/Pn/9lbMoqLMoIWUwIUj2KR0NgNARIAKMdABICa1TpaAjgCwHQAlVY3Qy6Foy04zhBg6aQxQdI67shTXxBZiZbHg5BFuYjn78//P0H1NIBq2RhYJBjYw4S4vMVFuTEXUPjczOGHCMjAy8zkwAz0yPYQnaIElBDlpFBlYPVko+bi7hjf8Ajc5BqH2IGKsnIwMbEJMbCzM7I8BV8zji8nv/PwMAGviX3+7//P//9h3R+GBlADrPi5kgUE5Lk5EQ1C8z7///L799vfv36Bl7RzsXMJMLKxsPKxgA6zZGJmZnx/3+GV9+/bX7zbuHrj3d+/WFkYGSBWwkOzzd//p//+sPrzx9hEgOTkYGBn40tWETg6e8/J77+/PkPOh3DyMDAw8xkz8MRLSr4/9//TS9eHv387QU4BtmZQKdCOQvwGfHzId+lwMjAIMfFlSMpwvri7cmvP3/8//8bHIRsjAzybCwJIvyeQuBzhP7///X3z/d/oPkLZkZGTmYmsCFI/gGlIkYxHmFtMYXrrx9AwhAcTOC+1/9/wtyC/ho2H398OfDgwqefX3//+8Pw/x8zE4scv1iCkVe4vhsrC2jbCVQLBvXr98+Xn99++P753/9/bMwsojxCwtyC4BjHUIpH4P//Q/fOTjmx9sG75wxMjKBpCrDiP3//nHp8ZdpJVh0JZW0pNSZoUxYsh434xwDqfIOWqYA6MyAV4HY22gQSSByOQTcHgM6aYWJgZJQTkJThF3308QVINygIQRik8v9/ViZmDhZ2GB8khhX//vjj6/a339Z9/Pfg9/+f4MTEzMDIy8RmysEdLsSpz8/EDqpqmZGWWmE1h4mfhVmS5TfzT4Y/oPhDUfOX4d+nf/9/gbpsuHoQ//78+fvx/d9PH///+cPIzMzEy88iKEjksT8MDAx/v339evLYtx3b/t67+//7d9D1vWyszOISHHb2XPbO4EX/aKMTUAfCezhQPhL198vnnzeu/b5759+nT6AeBT8fq4Iyu7oGi6AQdl2gfTP/QBuOcXkSYjgj478vX/6+e/fv92+m0Q4AJExGydEQIBGASiUStYwqHw2B0RDAGgKM4FbFf9CAF4nHcTIxMkqxs3sJ8j779efGz9+/wQYxgNrBjIpsLEFCfGGigmyMjDpv32/58OXOT9DJQmrsrDa8XPb8vPq8vJys5K7VxvAHGyOTHi9vstjvJW8+3Pnx+8f//3/+MzAzMgizMNvwcEaKCurz8RO17Of/vz/gNd2MjAwsoNBAn1FgZADduhUsKvTt3/+dH7+++ws6EvQ/AwMHE6M8G4u3AI8BN9fjn78e//r18vefX/8YhFiZ9Lk4bQT4ZLDcm/v/469fh99/3Pju4y3QVWWgJjMPM6MWB3uQCL+VgAAnC+u//wwPvn6Z8uzVpg9fv/zDckMzeJQdNAL7F9rjwAgavAKszMxWgkIS7OxHPn5+8vPXi99/fv9nEGRhMuDitOPn/fnvX+fjpxtfv33PyPKfEVTqMjKArive/vFrhtiPIHFR5P4bKzOLjZCQEifnjW/fX/76/er3n4c/f9368UuEmenbv3/r37znYf70/s+f819/QLZNszIyyrGzOvFz2wkIcKOuw5YRlKywj/v+59f2Wyf/gC4GAI36c7FxqInIphj7Rhi4/fv/78Kz288+vXr26e3vf3/EuAX0JdUMpDU4cJ9U++/f30tPby44t+XIg0tvv4OWULExs8gLiAdo2oXou0jwiREa5EWE43+G/6+/vP8ImqOAnlIKlQM1/pjuvnt649UDTUkV0HwCVAI7BZ56gy4BgoxGg6fh8HUAGBkY/zGAjldiYGDQllQptY2ecHTlqac3vv3+wQDqQP5nYGQS5xWK1HN1VjVlx3vTxf9//36c/fRt2Ye/D/7AuhAMDH8Y/r/793P3t/8//jEXsbIr8hKzJ5lViJ3LV+Dfm7+/z/z4/xVy4D20O8GswMphwc0swAo2BzTA8B+085mBkYmRkRWUuX6/fvn1wN6fx4//ffmC4fcfBmYmJgEBNl09LidXdiUVgsfj/P/399uFs19XLP1z5zbDn7/QPP7l/5+3774+ePD31Su+8GhWcUlS+nj/fz5/+mXLxh/79/179Qq0RZgBdHUcIx8fm5ERt48/h7YeMzsHWowysbCyyCswi4j8e/MGfzeAiY+PWViEiXpFH5pLRrmjITDsAagqGvaeHPXgaAjQIwSgw74wq0CNGBibEA1qDbOx+4uKqHBwXPwKOg/n3Z+/bOCGnQkvtzon56OfP7e/+3jqy/dHv/58/vePGbwaxJCb04iPF89SDdBo4f9/4A4JwUFMqBMZGRkF2dkDxUSNeXke//j56vfvr+BjTBU42DW4uQRBmwgJGPX7759bX78e/fj5Dqgt/o+ZkVGMhdmIh8uSnw98jS5COzMTkxoPbzEbW4Dw9xe/fr/+8+ff///CrCxqXJwqXFygIe3/oJHdn3///v3zl42VBXSCKkao/mcAtf6XPn81+/WH57/BI93gocX/vxlu/vhz++evsv8MziLCv//9P/3py66P3z7/Q19kBV02zsAgwcJsxcstAJrfgIYGSRQTE5MKD68KN8+////A63z+szAysTIz//r7Z8GzF+vef/vExMYMWnMPDYF/DAx3fv7Z+uGzNT+vAg9qF46RSYqLW4qLm+H/v5ufPs16+fbBrz9X/v7b9+UHAwMDKwPjX4b/38Ej3uDmIQPTl++7Pn5N+vYzSUqMF9F2///k/Ytzz259+/UDtIoGtDqdgZeDK83EN8HYV0NCCXImqYs6SQcm/T/76Gr5jqmHHl78+xd2PPx/hrtvH596cv3hhxeVTonCPEJEhhsjI6M0v5ggB+/7bx/RR7z//2dlZmEHTcVAgwuPmf9AbXbIVWCgvh9oZB/cMIZo+fT988WnN6+/vv/x+9f/DP+FuPi0xJT0pFR5OHgYwNces7Oy++k4aYkrHX94+dGHF88+vfn197cot4CZrLadkpEwjyC62yDmwsj////9ff/n/2do2oMKQ3o0/xn+3Pj169Y3NhkuRvAkAFQWB8XIxMxlIsgizv7t4Mc/t3/8e/3335e/jGxMzAqsnPa8nMb8zNysf779+nHh069z3/6++P3/z3+QrCwrs8zvX1e3/jy64//7d6CRe7D5/54+/XPz5q/r1/jikzn1DZnwJmyQL169/PfuHWgtFWgtG9gIcHb7//37r3NnfxqbsAgJM2I02cHqsBD//vz5cfH8zwP7/z1/DnIS2CjQQU3v3/88cOD/7z/MAkJMCkpoPQpGRiZOTZ1/foFfmTb9uX2L4QcowYN6IxDtyPYwMTGSeK4Rsu5R9mgIjILRDsBoGhgNASqFAGipCeHGCoZl/3/8+fP2F2iT6J+/fzj+/vUVBDWUWUB1MGgV8ve/f/a8fTf9xbtL30HH4YPWxILbIwe//Hj39+1fBgZXYWEWfLstyXASAzsLiyovryovL6h9CW44MoDcg+F2VIH/DP8/gU8QWvj6w9Xvv3/BekTMjAyS7z+HfvmWICkqycmNoomRUYCdwxjaqoC23hAKQNelMnMyMTOwgG8BQ0ggWKCh/W/ft3388vzPP2ZUv4JO1Pn159q373Z/QRcPv/3z5xu2sf//DAzsjIyGXGzxogIuQkJ4OlQIW/GwwG5GPv3p599/z379+cHAwMSIsoICPOfA8OL333e//yggho4RRn/5/fPK5y9zXr7b8fEb8pKQ3+Bjb5j+/WZgYmGEmfniz79tH744C/LpgCYBGP//+3fy4cXOg4t33jn9/fcPUBMKNPoP2v577dXDb79+MDOSU/j/+fvn0P3zp55e//vvL3zFDqh3wcDw5efXPXdPh+q6EHN5LcyTjFaK+plm/jNPb7z3/vk/0GVS4DTAyCTJJxZn4GEmpwPuMsGU46D//P/79/9f0E4AUJcXooiRCTQ2znDv9cPpJ9auvrLv6ee3oMvOGBhYmFik+ITDdJxSzQKUReXB3T/QvdGqYoqqYoqgLsHfP/8Z/oN6R7BG53+wsfDTqCAWwElGZiZmUVZGXiaGt7Axe7jcf4b/vxj+fYOtCYOJg1rbn3//eff7/8+/DP8ZQPeBC7My87BBVi6xy/GwxXL9//3v74+//3/9YwTdasbMzMbCwMD4++OPLxvefF/78e/DPwwgZ4LLAmZGRp6fDIzs/5l4GZg/MTAhDnVl+Pfvz40b30+fYFNUYhISAScDmCNQaUYmFmZhEUZuboa3b0HtdVTZf+/f/3nxArTeBppVUaVx8UDRAt7XAQtJkEImJoZ//35fvvTt0H4mHm5WEXG0PgAzFzevuxebusaPc2f+PHrw++bNvw8f/v/2DaQXtKcBvFOFmZlJWISJlxeRCKHSo9RoCIyGALGAnDqAWLNH1Y2C0RDAGwI//vy++Pnzhrcfz379/u7Pv7///rEx/FfiZHfk5zHk4RZhZRVmZbn//ceyNx/Off8Fut4IqYH75z/Do19/rn/7YS/4F1cHALQYA7nqxesYHJKM4MYPpI2HoeQ/Srv8199/Zz5+mvnyPdoRlv8ZGF78/rf70zdrvu+SHHgODgJ57/uf369+/nz7G3SFLSsjowgbizg7Oyvu8ygZGRi+/v37BduxOaC23X+GX6Ch4f/MTEwybKwirEwPfv0FLZiAeeUfqPXP4MjLUSotpsXHBzo9EiZFLZqViVGClYWLifHTX3DrFslcRvBMDg9oUy/I73CZv//+Xvv8eeHLt/s/f3/1B3QyJdpyFtDmkP//QNsaYPoYGRhe/f378tcvHfDV0x++fZx9auPGG0dA0YeUBn79/b3jzildcSVtCWUuDtTOGNx6vAzYpgwMRYyMb759ev313X/Q0hqYszBUoQkIcAnk2URZyOkee3jp0YeXL768Y2JklOMXd1Q2sVM24uXgRVOPlfuX4e9f8JZz8PofUNiAWtL/mb79/b7o3LaZpzd9/vkF1FIGO+rPvz+P3r+YcnIdOzNriX2sADc/SArJXMxj7EHGgkIVrB+s8j/Dv/9/wCEB3krCYcD72/fH9zUf/z37g7J8n5OR1YyDTZubCbRKB6yTgeHvj9/fTn34vuXjn5u//n8DzRswcjEyK7NxefJzmvOz8IJ3rTAwMbIyMbGiVNCg3sTdbz92fP776A/DPwbQyjyIkf8Z/n/mYGDSYeB8wcD8joHhC0QYRDIyMvz+/efhgz8fP7AICDHiHilgZGRk19L5aWz64937/58/gfRC8g+4G88kIcEiIYlnKzAomYFmXhBBxMjCwiIjyyQi+u81eDEP1EQwxcj4/8OHb+vXMrCw8Hr7sQoIofVM/v/5wywswmnv9P/P798vX/w8fvT35cv/3r/7//Urw79/jFxcLJpa3F4+7MpqTKDzAMBmjhKjITAaAiQClPKFRL2jykdDYDQEyA+BT79/7XjzdvrLdzd//Pn/7y/Hn99/mJh/s7A++vLz5NefvMzvRVmYtTnZ2BgZb/wAtf4RVSvMTlBLB8Ymgf7//8uf30++/3j1G7TZgJWBUZSNVZaDg4eNFa0lBDETNj4HXXECEgStY2H4/w/UsmZCalL8/vfv7o+fL/6gtLBBY3YgPQzf/v3/CGrKglpSYAF04uffP5c+fVr95sOprz/e/wGN2bMyMkiysjjzcYeICslycYHWMsE1/f///c/vj7//fP7759lPyKmhcDkog5GBQYiFSZOLg52F5T8jo62gQOG/f0vffHz4689X0MGpDKwMDGKszK783NFiQmrcvKBx2v//mHDMdfz88/vD79/fQEvNGdiZmARZWUAL95Ha1lBbMSg2ZlZbft5dH7+e+Aq6IRhN/vWfv49//lT7/w+573H3y5f2xy8Ofvn5FxwlmFEPWuHCgtgJDelYyLCySIJOZwLZ8O33j6efXoP2koAjCyQExYygQeHXDz/8+Iy1AwAa2oeMf0PVo1DMTCxmslrqIrLnnt0CL9GGRS+4K2ggoaIsIsuIo7eIYhASh42V3UbZxEbZBLSY/s/P////s7OwkXQR77//f/8xgO5zAKVRUGudgZWV5fzhy4x3OB5+eP7jz0/ksAW5jpHxx5+fxx5defrxNR8nHxMTlgBGciADaBMCTMm/f39/3v7y4+SXP/d+/v/+DzStI8LMps/F5c3PqsHx68TXvy9+/33zl+HvfyZBZjZDTk5nATYZbkZQHw9k5L+/f78eePdlztu/t38jugr/Gf7e+fP74o8/8b94A0RZ+EDbr/+Dz65iAp0qBrMbZAD4fmlYqEMEQD4CTQpxMvyWY2DmYWD5DJq4g6TM//8Z2NmZJSSZubjRGtlQvWDq74/vPx/c/XX3zr9vXxjZWP8zgkfZWVgYubiYeHiYlZW53Dw4DfBfI/D/3///oFkXsGvADmTkUNP84+v/7dfvP/fvQfcAgK0DEYyM/z9+/HnqBLuuHjMPL3x50r/fv77fvPbj8MHft2///wrqtjHy8DCJiXF4ebHJK4I2J/z9w8jNwyomzswviFz4gMwcxaMhMBoCpIDRDgApoTWqdjQEqBQCf/79e/jt+6Z3n278AE2Rg67oBK1ZgLY9v/9n+Pbn38s//67/+M3ECFqUi9oEADmChZFRgY3VhIeLg/gTyv/9+/Lnz8XPX9a9/XDyy4/3f//+/Q/aiirGymTHyxUuIqTOy4NxUMn/z79+X/3y5dq372//gK4F42ZiUuVkN+DhFuPgYEQ91YSRkYGVkRF8MQ+kRQpyJ2gYkQEkLsvGDLrPGN4eBY8ZguYowKp+/v1z5N377mevL33/DWn1goUZnv3+de/nny///uZJSwpAlx+ATvs58eHjlvefbn3/9fXfvy///r/58w9tjByi/fO//6e/fNfm+SrHxS3IzhEiLmbJx/v81+/X4KY8FxOzAge7MhcnN2R5NHiwE6IRmfz55/e5j583vv9w9dvPT+CpBm4mJg1ONj8hfnMBfg7QOnVk5ehs0PE2oEvNQKajxeN/BoZnv/+e/vzNkOcHMxNo6QYzeHPwta/fLv8AbWjA9BSk18cE2iDO8Oc/A3iHBwMXE6MJF0e6hLA6Lx+kncfJyiHFJ8LEyISxKoWBkZGJl52LHcekCkYCQPEOIyOjpaJhp3v2rFMbzj67+fHn1x9/fjExMopw8TspGWdaBKuKKoDOk/n3F3wmKpp3UYz6///vk/cvb7959Pbbp/8M/7hYOBSEpFRE5DjZER0bFA2onFefXp94dOX6q/tf//98dveGzn9J8EIdSPCAxqJ/f/zN+pdFkleYhYnl998/kGBBmPEftBrqz78/BFv/CC0MDP9+//l65N3Xxe9+X/7J8B18nhJoYyvDd8FP7E48PNHCXHkC///8///97/9//xk5mJm5WdAaqf9+/v19/fu/J5AhfGSzGf6//Pfz4Bd2Ex5mdVZGZiZGRkZmpN41pEnNIsHOLM/6595vhh/gS/LgBvxnYGBlYlaVYRTQ+veJ+f/Xzwy/fjEwMTEKCLCZW/B4+rAIi8J68nA9UMavd2++7t35Y+eOv0+egC7bAi35A/WkGHm4OZxdOe0c2GTlWfgF0DI7VDOMYmRkQluAx8DAwMzJxW3v9O/tm2/v3vx7+w6mFkb////v5UvQfQWqmgzgDPjv399vly58Wb7k9+WLDD9+IlYisbD8uXGdKTCY28mVhYcPpn+UHg2B0RCgCIx2ACgKvlHNoyGAOwRADRJwAxdLM+jv//9vfv9+9vsP5Gz7v0xMf5jZGf5DjyWBbCCENJ1BjW5sdnAzMZpycxjw8uAasYZr+vP374Nv385+/nL3x8/Hv/6c//bj0S9Q0x8yRMjA8P/t33/Pfn/+9f9/MTurCAcXQuO/f7e/fln+6u22D19egM+JBFXqDIwiLEyufFxJEiKavCg3pHIxM1vy8Th9/b7t47ev/0B9AMhoPxMDgxAzozYH28fff85++MDCyCDEwiLKwsrBygpplv3////T79/7Pn6+8gN06CXKSnkGhi///l///uvdr18C7BzgLb8/V7x8PffVxyc/QaEHWr4NHnPGEsoMDO/+/Fv69tPbP3/KZCRkuXlYmVkUeHhBTVS4J5EY4MhC4oOZ3//83vb6zcQX7279/P0P1OiC2PP/3PdfZ7/9KP37x0NUBLReHKwYnfj//+3PHze+fjvw8fOjX6CeHpoCyN1e6z98ufXj10/QiZ//WRkZhVmYn4G3ekNsQtYCOSBVi4PVipdLjZPj/Z+/Nz69u/n2Cd/f706sglyfvz1h+CbBJ8rOyi7AzZ9s4vfiy9s9986Cmr+wcVmIaddePzx475yPlh0b3vNtIIrRSDYWNhcNKyMZjacfX7/88vb9t8+szMwy/OJqYgp8nJAVO//BEYKmD4X75ceXrdcOzzq94fLLe19BZ039Z2FiluIVCdSyTTDxUxVVwJOq//37d/Hp9QlHV2y7efzt98//mf+oPuDRYhAHNVqhbUZQ2mNnYuPn5AvScbz26sHuu2e+/QQ12EETKqBtNKAlQm++fVx3Zd+ZJ9dFuAXUROSURWQJhsbvtz+/b/n4+8JPht+QY/ahUfT/3f8fWz8zS7GwRnKC1vAgLa1CO/ufEXRoKxN49Q7IkSiBwsDw99mfPy9+/Vf+D9vZgSbPwCbByR0pxPD//68T3/9/+g+e9gD7iZOJ1YydO0qPVUn3/7ePf969/ff1C6gDISrGJi3HzMuLK0b+/fv74+K571s2/X30GBR4sEKBgZHx/yfQLbzMvHwsAoIok2/ojsLL/w9aLQXa4YKpiomJSUSUWUiYkQWa4////v37zq2/D+4z/AT1XhA6/v37e+/et927WOQVmbR0R0/+QYTMKGs0BCgAox0ACgJvVOtoCOAJgf+gRTIMTGhX3EI1MDIycDMxCTMzM4JmtRmY//9nBQ9S/kEdUwcP+0G1oFH/YWsB0MSRuf/////w6+fOt++Wv3h79/PXDyysv0HjdKCDBNGG6378Y3jy68/HP39EQHU1qFnz7///Fz++z33+euX7L79AKx0YmBhANyX9Y2B4+effjk/fFDk+KXNxsUPGv0Et+F83v3698e3Hv/+gPbXfGP7zgQ7iZBNhYX7w8/fD3382ffy2/gOoX8DKxCDFyuLKzx0kIiQDXtjzH3TH7b+3f/6CFpIgewDKBo2dg5YlMDD8/f//ztfv695+fvLzL89PUGvlKyfIxVCF2Kiv//5f+Pbz/vcf4HuLMYfUsemBiYED4cf6d59u/US7NwAUFA9//jn5+ZudwB9ebAe8/Pr759SHj/Nfvjv59fvHf6A9qqBghZkMGamGiDz69ffBz2/w9iCo+4fU4IKoBAUBAwM7E4M9L0eZtLg2qOvFcO357Ys3Nl+/c/rzj8/7GRlZmFgkeAS91CwTTXyVROWtFA2CXzmeeHzt/Z/PyO3//wwM557dnHx8tb6kqrIYrt4QzKE4aCEeISEeIV3ssuDtt9ilQKL//v3ddv1w5a7p9989AzsMEgwMN3886Dny7MP3L01uGSK8wlj7YwwMDO+/vp9xct2Ky3t//fkF6kAyMjH8//8XtCAJtCYN1A0A9dMYWEGL6JmNZXQm+ZWsu7z/7NMbzz6/fvX1w5OPrz/++vr////b7560HFzExMDEzsKqICgRq+8eZegpLSgBWvADciYU/4ecowXh/f7//xtkjwM8usASTAwMPxl+X/7+x+0nMzfkpE6wOKQTD/UfSISJjZnNiPvnsa9/Lv0CLQGC53CwecwSLCzCrIxomROkD4oZmZi4DQVZZTl/nP/858HPv89////2j5GLiVWVncOSj02WCzzhIM6gDFWPnwLd0vXv77+v3/5/gx22g6zh798/16//vHaFVRy8gghZChv7379/DAz/wT03hIf/ff/258Xz/9/B5qPpYmRkEhRkFhCE70xgZGFh4uVjgI0LIJSDMjrD30cPf9+5BTrSdPToT0TQjLJGQ4B8MNoBID/sRnWOhgC+EABNiuPMX6yMTJo8PMnifzhev7/y/df3P3/+/vnzi4npP2hFAqL6xGM+FxOjJBsLO+oiATT13//+Pfj+w6QX7+7/+MPKzPIfdB0WFsPBbQ9Qq52VEbE/9u///49//Lz4DbS+Ht4ggWhmZGD49Z/hzW/QpbbsDAy/QGv3Py99/e7Ap2/v/v6Dn03CwciozsEqwsJ848evz38hGwDADvzLAF7Y8/vj37950hIC7Jyg7hAzswI7KwcT47d/0GkQsFJQ+1CEhdmBj0sSdAIp6BTBj3/+fPoLOs3nOzto7BPieIhiXOT3f/+//EU6GgWXOmzi3/7+ff8HvFMTVZaRgeEvA+O7v//ghx0hy4PO1//4sfXJy/Pff0PaeJCgA6n5/+//358szKycLKy///3/CW6tYu8mglQzcDAxCjAzsTEySrAy2/FyhYoKy3Fx/frz8/Sjqw175hx4cP4P6AJdyJFCDM8/vbr6+sG99896vPLE+UTefvv47TeWjQcMDP/vvnt6+81j1A7A/79//4IXnRPuJv3/9+/77x+g/cmMDBwsbATHzsFeAUUfIyPjrz+/QJcPfH7DAFp8jwgYBkbmP/9+n3h89e7bx8K8OC6KYmD4+uv744+vQHsVQMkVtA7nuwDDX2bwlhTQIDZoCQsDAyMzaJgddDmfnJB0gX3M3z+/vv768fj98+b98zbcOPrzzy/QgT////1j+Pfn15+rL+62fljMwMCQaRUKnsdAuOofA+jWCAifiY+FWZ6F8SzDf+gMAMRbYJKRgZGNCTTAD1EKFgOtD4Iu64PyGRmZuAwFGAuYvq579/v89/8f/zH8BO9a4GZi1WfnDhViV+NhZMEf/oxsIpxsrpygofU/////BU0XMLIwg282+PeX4S8zA3RAHWolfoqJhUVCgkmA/99b8FZdcFMbruP/9+9/37///wfL5BVcDZwBGlcA5V2E/0Gr/FjZmLh5GGBbIOCKQYy/f/8+ffLn9cv/svKM4HWMjMwsbOoarCqqP9+9Ax0ACnEMZEPC//8MLCwMsLkCkPZRPBoCoyFAGcDZQKHM2FHdoyEwGgL4QoCRkZGXjc1ZWFiPh/v5r1+Pf/w68fnr4S/fn4Ja1YTbtMyMoN2rGpwcHLg7AP8Z/n/98+fy1x9Pf/9lYGL6g9oQgQxNgkaXQdsAGJTZWdwFeCWgi+xBLv/PwPALdJMXiI2GQdd1MTJIsLGwMTH9+ffv+pcvfc9eHfj84x+oQQ5qskMMf/3n36r3X1kYGb6AT79Ba9R8+cdw6/vv97//CICWPjF8//v3E/iOY0TzAWwrMyOjBgerCz8fFzPL339///z9y8IIahOD2t9IJoI8ArIdtOYI2QTYmhk2FS5O0Ggx2EwI8fffX9AxqxjBApGFkOBA+I+1iQ++pg00lQE6pRSiGkSCdm7+/f//x98/5758uwOaN4AGCEgSjP8zMnIzs/gL8Trw8+36+GXTh6+gZU9gKayEDCtzuCCPGie7FBubPCfHx2/vZ17YevTR5Ysv7lx7/QB0vRekHQyxh5Hh15/fJ59cu/XmkRS/OB8HNxszy8/fP9H8zvD/PwsT+F4FFCsZmXBMWCGr+vbz69kn13fdOnH11f3vf34yMjCKcQtayun4aNpJCYjjGrYHmwC61YEZtLydiZuNA3Qo6v/fEFeDZSHE/08/v335+Q3UdkSOSIgkmORm45LkEWZiZPr7D7yy/z/DZ8n/v6/8+w+aBAC3/sEamUFr3hk///hy6/WDB++fff/9k5mJ+fefXy++vAedNwrqlkEyGrgH9p/p88+vBx9c8Nd24GHnAXXDQXaBHMwImpf68x90tRgTCz87d6Dw/6//fx78Bmq7QwwAqWQAnarKzvjv299///6Bh+HBotgIJlZmLiMBdhWu389//n33+98H0PVhTEIszPLsbGIczMws//79/fvh9993v/79AF2RzcTFxCLCxszLyoh6IzIjAxPIUhaGP59//nrw5e+znyD1TIzMIqxsCpysYhzwncfYXAESA811MDJwqGv+cfP4tnnj3ydPoFt1Id1JVlZmZWVWVTUmpGIBpA0HBq0yAoc8XB60vpGTi83Q6Nfli39u3gQZDmnTQ1QwMjJycDKC7+qGCjAwsCso/Y+JYxIW/nn61P937/7/+gWKVRYWJhERdnsHDgNjZi7EGkWIrlFyNARGQ4A8MNoBIC/cRnWNhgAVQoCVmRly35Px//+Ogr9cPn2a+/Ld4S+gfcGgdSC4bfjPwPDzH+jaWtDyF9RKF6EJtEL4/09QSwohBmFB2i3sjAw8TEyCLEyGXBxBwvwWAvxsSGfqsTAyKnJyWPNyPv/z5x3oSB7QySKgEU1GBlEWZh8BHldBfnYWlm9//t74+v3K91//IIuiIRaAyf8MDF9BB+uAmi3Y3Pj/H2i8FqT0598/Rz9+2v7x67d/IMUgIRj+x/D/9e+/O99/2vPx89Ofv3/+///i959Xf/6Bb9IFKf7zHzSOzMfEqM7JJs3KcvX7r6e//kAuMGYBXWDMZM/LFScmrMzNDeogwIwFNf/wtlUhCsFzHf9+QtbfQISQyL8MDH/+//8PWg0EGod+8/PHqU+fr3z7/u7P39///l/+/vMHbFMHkiaG/wyMAmwcHoICzkKCv///P/T5+wvwDmZsQQTS9/T337Ufvgh9/s7NzCTI8Of2/WNHzm/4/Ok5yDug3guGPkaGl1/eb7x6iJuVU45f3F5ef9+D899+wo5RBxnJKMYrHKXnYiCtDuIhYYJB8v3n9/mnNk48vubOuyf/QTMPEM2Mq6/u33PndK1Tsq60Om5DQCfmMzAwsLKwOSob77pz6uijK6DbxMAXFEAM4mLjslXQUxdTYMZYCwdRwMDAIMjNH2ngdv/Ds2OProD6Ngz///6DHwP6DzycDlLLxMB08+W9dbePbrp++PmXt7///gVtUmdi/fn3F+tvFv1PCrLfRJkZGD+wfn3I9foR55ufTD/efvv09RfogjUGhv+/P/78cf7z72vf/70HbdgFddqU2DmMeTjUeFiK2L+ZvP++/uPvK79Ac2Eg2xj+/2H4deDbx5fPOf0FuOwEWPnZ4Z0uyJohsCooATo7lI8dctoPVAi0og+0YfvPl5/fjn74vv3j33u//38H5VRGbkYWdXZOd35OUz4WHtAhoXAtoHOT7n/5uu7tr0Nf/73+C5mXYORkYlFh5fTl57ITZBFixx0dUGNYePl5/QJZFZW+nzj+99mTf+/f///1i4mTk0VFldPBiUNDmwk8+QZVTQoF6jSxsHIZmTAxMX3dse331Sv/P38Gten//2dkZ2dWUOD09mVXUQP1AWDGMjGzcKlrs0nL/XJ1//Pyxd83b/5//87Ixckqr8iupsHCL0jQOzCTRunREBgNAQJgtANAIIBGpUdDgB4hwMjIz85uIyjIzMjI/urduW8/v4Da96DqH6vt//8zfP///yNoBcY/ZlAzGIsqRkZGPlYWK16u819/XPj+C9RUBatiZABtPzDgYvMW5NXk4hBhZZXi4OABLatFaUoyMTLKcHFlSompcbKd/gI6jf7T33/sjIzybKyO/Dz2gvyQa33/M/z/Bj5SE2w2CvGfgYGTkYGPmenT33/fwMOsEAsgvhJhYbLm5ZJgZ//P8P/H3393v/98Cz5gB8UI0EWtDDd//u5+8f73f9DxKpARfiYGRjZGRn0uVlc+bk4mZlYmRjl2Nk0uLj5Wlkc/vj/98evl7z9f//7lZmZW5mDX5OHmA92NhWYw+GxHdDFU/v//73/+OPX565s/fyEuR5UGdb5+/P//99//f//+Xfn8aeaL13s+gpb7g3s9DKDWD1gDZHYC2olg/M/LxOTEx6nNw83EzGIrwB//89eKt5+f/QFvywarRyO+//t/7fuf/6Btp6CZlX/cqv/lrJju7vv38yOaShiX8evvH9NPb1h77YCSkLSxhKqqiOyrrx9efX3/4ftnVmZWJUEpfy1bd3UrXuieXZg+IugnH56vvLzv9tvHoJF7JkT18e3X9623jlvK6qiLK7Kjbiz+8+fPl1/fmBlBrX928PmejIyMFgoGE32K5p3ZdOrJ9TffPn759Y2JkZmDhc1UWiNE2+nHn18P3jzmYecS4ORjgWwyQXIbExOzs5qFLL/4uiv7r7669/Tr29+PvzExMoJmAEAb78HbwhkZ/v77N+PkujWfj37/9QPUWQKb8IPhFwMjAwsDk/5HhdR7bkK/eX4y/X7A/WqTxOmjijcdFQyl+MUYGRl/Pv36eenrnzu//HsNPl8U1F8Epebveh+4Y4W5rQQ5LPl+nfz65yrS+bOgw/j//z7x8++j1wwM/3ndRJk4oOHz9+8/JibQIV9gJ+AkmBiY/v7+/XX3u69z34Hu+YJMqIHinOHv7d+/z3//k/CL11cUtMkYZsbvDz+/rnn7Y+Pn/5/AGQws/v/7v98nf/x9ALonmNdblJkL9ZJpsBo0gpmdk9vEgtPQ5N/PH/++ffv/5zcjKxvodE52DqwpH007hAs6t/T/P5BHkYf5GRiY2Ti4zazY1DR/P338982rv+/eMfz9yyQgwKqkwiYjx4wtb7Lw8LJo6zNo60PKCkjwQ2wZJUdDYDQEqAWgJRS1jBs1ZzQERkOA7BDgYGGxExJU5eQ49vHzojcfzn/HtfYE1J5hZWDkBB21iK+C5mJhdRQWEmVjPfjh86Nfv1+DWpn/RVlYDLk5nQX5Fbm5UM5Hx3A3EyOTFBd3DAdn2L+/3//+/fH7DzMTaOUS6OBRWB3PygQ6aF+Hk/Xol5+/QQPeEPeAlk3LMDJ7C/JYC3Cf+vJt58ev7/7++wZapw3qfmhysoYJC7gJCXKBj/9jBa/qYWVkwLoY5u9/BtAiCdDFR6BWHvsv0GbkPxwMvEzMPkL8iqDrihHzJRqsbBqgo2jAA8Egt4Awhs9wCkAWhzAxMf/7///Jt68znr9a//7rh7+gpc2Yen7/+3/g03eV12+seLkXvHi34f23v+BpECZY4EC0sIN7QWzgM1Jl2Vg9BLh9hIXEOEBLkkQ5uTKlJa34eLa9+7jmw5e3f0DhhuZiRpDH4U0gRgZOQQZRrZ8vLuHuAICs/fnn1+OPLx9/fHn77eNa+/hGt4w///7++POTmZGZl52byKM2QQah4q8/v3/4AblnCtWZjEzf//w6/vhK2Oe3MkJSEE2/fv88dv/CjtvHb7998vsvaBeKLJ+Yg5KRs6oZLyefgaxWl7ji+2+f33//+Pnn1zdfPmy9ceTMs5tVe2b++fuHEXy0qI28XqSBu6a4Mtq1AIyMTOoSyhViij///Pr258eTG493rdkCmnYBzymBp2QY//37d+fts19MvzET+Xfm39d5n75l/yL5U5DrD7vgLx6lnxLxFh4q5mqifCIMf/59O/jx57Yv/96C9n6AthJA/POD4ffJn1/Z3rHIsf//+//vyz//0dIrKKoY/r3+9/PUV04zflZxZshwNa57+iCmIpP/vv35dfX7v1fg/SrIK/n/M/57DjoklMOYh1mFBb6259/Xv3+f/mH4CU52cINAC3gY/7359/PYF3ZDHnZFJtCqK1CPDa4CO4OJmYWJi4eBiwe7NCFR0H4L0EkB2NWxCgiyCghC5EDdeAiLEImayAipHpUfDYHRECAFjHYASAmtUbWjIUDjEGBmYhbl4BT89v3T339//+MY2wetN2H48Pfv+S/fzXh/SHAhHTqI4TxOFlZTAUEjfv5f//79AG+EZWdi4mRmAS2QxlCMVYCRiYmdCXRSCgPoeiJ0JWxMzIb8/OWMTJvffbjx/dfbv39//PvPycioxs7mw8trLczPy8FmKfgnRPTH299/3v4GtZiEWVkVOTgkOTkYGRg//fr56tevN79+//rPwAneAQzamgnyIGgcF77IH9EOYGQAHfgPXt309s/f93/+KoLOnETIg9wHWocPuc8LVRwkh4JBW0BBB0LC7QGdHw9R8eff3+MfP23+AOq3ILfEILIQ8j8Dw4Nff9a/+/z3778bP35BWv8QKTjJyMCgy8WWKy4sxcHOysgoxMoqzMbGhLS+hZOVzUJIWImTg5eZadnbzy//gG4a+wda1wRd2g83Cs5gZudhZuPFXD4PVwBigDohIO+/+PL+1NMb4QbugjzQ5hdIlhQMvvAWOmEixM0vJyB++dVd8IIwkPkIk/7/33v/XOv+BenmQbqSKl9/fZt3auO0k+vuvHv6/x+4RQvqxTCtuLwnWt+9wCZSVkiKg41Tko1TUkDsy/fPU+6s3Hzr2JNPbxgQS8MYjj2+cuTh5TrnZBtFI3ZwXxFhHQMDIxMTBxsHBxvHT77vDKBbkf//A92ZAZ1rYWZk5mbjYMC2f/U/w78PrF8/s3z7B7pHgZHhPwPfTy6xdzz8/3iZGBj//vv//9Pf/5DBfWQvgtl/7/z6fec7qyoHI0gtlmBg+Mvw782ff9/AnVawFmQ342czsjAxcjFhyfaM4BVCT3//efXrvyJo1y/EHCYeZiYRZtCm31+gQQGIIIgE9QEYfp/9+WnKS2ZJFmZRFlYNTg5tXhZ+NlR1ILVUxJAOD3QqALSRArv/sYtS0R2jRo2C0RAgAox2AIgIpFEloyFAxxD4/e/f29+gg27w2/nx7//z3348+flTgpOLAdTaw62ckZGZkZmTiRl0cy1uVbhl/v/68/fznz8//4NW3rOBVhaxsoI2H0PrcXZmFmMBAR1enq9//3z+8/fXv//sTKCWLg9sex8PK5s6Ruvt069fxz58WP/2I+iMIPB6p0/g8384mBiV2Vnk2Fj///9/9+fvuz/BR/DAHAfalcsCWnsDWd/PzwK6Qg0mCaNBQ5FMBMIEpvb/fxSFoG2RYKm///6D1hGBThsC83ETr/78ff77DxvaDk2w+v8MDKyMDGpsLOZ8PPxIFyyAJVEIMU6uTBlJQx7uS1+/P//1+9Wfv3d//r4P8zs0oCE6/v//++PTv5+fITyC5L///958/QC6DZegUlwKIC1qsCOkBCTyrcJ+/vl15NFlsJlgUYhGRsb33z7OP79VmJNXTUT20rNbc85sBi8WYmRA6vC8/Px26cVdOuJKwXrO3KyczOAVPvfePll//dDTj69BkcHIxAAz9c/fvyeeXDt475yprDZmBwBiLQMDw5+/v/8ygJZi/QeBf/8Zmf7//8/Bwuamanb/5eu7b5+CNpLC8wgjA+dfDu1PspI/BKFtbUaG/3///3n+68/XP6yMjIxsTMwyrIw8TP8/w/otcJtAy7kYGf4xsIiwczjy/r3/++/9PwzIF9cxMDAKMrLqcTILsMIthOsmyGDiYmU34v594tufm7/RjGVgYmASZWHiYwEdtgMziIWfjcOB98/dX38u/wTNA0DCDTIfxsjw//2/X3u+gfoozIyMIkzs9p94QoXZVXiYWHF1aWHmUkiDtwODCArNGdU+GgKjIUBLMNoBoGXojpo9GgKkhwArE5MsO5sKO+vrP6CbrhixtSzBw+T/v/8DIVAFD28xkW4dXh3/v/3+fe7T553vP13//vML6JxvBkFmZgNuDm8hAQ1eHhZ4w46RkZ2FlZ2FVQjbLAHUClA7ErKml/Hjr58rXr6Z+fr9U9C4OWTcEDruycPE6C/A4y/Ev+vD5xs/PoIXYUANgFPsjIx6nGxRIgJyOI4EgZoI14CDwQgapMQux8TEKMbKwsfE+BXWB4A0rjBV8zAxaXCxszMx3fj5+yN4sdA/0NYF0KohLmZGK24OfyE+TlB/CVMrsggjDyu7i6ios9CfH39+/2FkuvHl6/xXb/d//v4ZdIfAf8gea8Z/f359fPLtwaHfn54ia8bJ/v+fm43TUEpVkIsfpxpCEsjzFSzMLK7qVvwcPLmbe08/uQ7yJLJ2Rqafv3+dfXbz9Zd37799+vTzK3gkGjXkmJhff/vQemDR9lvHpXlFDKTVnVVMf/75DbqtDFUhyGBGxl9/f99++/jrz2+8HDy4opWRkQm0EQM8d/CPAeSo/4z/mf8yBnHbSOmIrn568OGXl+++f/7x9xfzP0beT5x2T7RCnljIfhNhBKkF2QPKQP8Y/j7/+ZP1CwMLI4sSO5sd56993/69ge0BAE1fMDDyM7HZc7FpcbNws/N4iDCLsH7b8uHvvV//PoDOc2VkYWCSYuFw4eX2EGIR5AB1ZsBmE08wMTFxWQowMjN+W/v+97Wf/z+DjAXZzMXIos3OHS7IocINX/8D2pHPxMxtJcQsxPpty/vfV378e/8PpOXrP+iGEUhPgAHUY/n/4t+PDZ8ZWRmYE1lZxTlxhSTxTkVTCRr1//cPtNEB1EFhpLr5aNaNckdDYDQEKAejHQDKw3DUhNEQoGYIsDEzG/LzFTEwrH374dr3n09+/30DHgRHbh39YwAd26/IzirLjnIqCInu+P/377+f/0BLHsDjnkysTMzwVsu/P3/f/vq55s3bhW8+PvgFUgMxnJGR4fjXH5e//SiQEjUREMBcYA1RBif////37Pv3i1++3v/x88e//yyMjIIszO9+/1n9/vOz3/+YMFoKP///f/X7z63vPzZ/+HL/1x9kX0PMZGFktOBmL5MWM+DnQ26bQmSpRbIxMTsKCrz49Wf520/P//z9A150BDEc0omB7PFlZGB4/efvireff/6DLgjnYGKUY2UWZGEWY2U24+Z0F+SX4QQt9we1TkFjwpgegpgKJRmZWTjBZ6KbCrEpcnGc+fTl8c9fz0DnGv3jZWJ69vruqpsbv7+8DjINqgMvBWoCMt5+++Tkw8tWigasLGx4VROW/P8fdNmWvKCkgqDkqSfXwBrQfAQ6OvP///8SvMJi3AKPP77A7KD++///7rvHd98+YmBk5GLjclI09FS1kOYTvfzq3p+/f0BrVEBGgvsO//9xsHIqCkpysnGA2uhg+7AQjAx/Qcu5QIf6gy4CA520xPDr++83E57Yq6lZuKozuLJ/ZPr25cvX/1/+sZ7+J3iZlecTelf1z9VfH1teMrIzMjAzgq7ok2Vh9+b+/53h/4e//979ZfgPGoBnM+MCnfAjCmpAM7OzclsLcxjw/fv85+/H3/+//2NgZWQWZmUVZmdkBZ3Kj8WdYCHwuVz/ka56A4vCCJCxtsLs2ty/n/38++Y36Ayi/wzMIiysylxsEhyMGD1JJhZmLh0BdlXuv5///Pv0+/fDH19Xf/hz6gd0CRPEWPDmBIbfDL/P//jt/J1VmJ2B2pMAjIyge4chto2SoyEwGgJDAox2AIZENI06cgSFACMDAxcLq6WQoB4v79vfv058/Lz0zYcL33+BDvQEtz2ZGBiEWECnWyaIC4Fut8XXMsIZbh9//Tzx4dPRz18f/fz1+z9opYo0G6sVL7elAK8gKxsjI9Nfhv+Xvnxd+fbT/V9/mRlAZ9rAzfr1n+H6j983v/0w5PvHzIy0gB6uAsz4z8Dw5fevg+/eL379/sK3X1/Ba8kZwatiGMBXiWHV+fc/w9d//0Ct3t9/sG4WZGVk0OBkU+Pmol3rHzTmysgozsmZKi1hxc9z78fPF7/+fP4LOhD+13/Q0qD3f/8++fn3yW9Qz+z1n3+v/oAu2wI1tkEnLDEGCfKGiQmxMzLd+/5978fPT1+/+/v/P+gAJXY2Y15uFW4eBtDxneAwwkcwinBweXBwgq65Ba1s+f/v39/176+u+fyUAXT+PdbAwzSO8euv7yuv7Dvz9EaSsXeckY+UoASmIuJFGMGX/ArzCIZqO11/9eDyq3sM8PX9IFMYlYSlQ3QcJfhFxflEsi1CJhxbeeXVg39/QbehgfqKoC4QSB2YDWJ8+/V9++2Tgpy8KSa+ErzC224df/ft88+/v/7//8fMxCLOKxKi7ZBg7MPHyYtnScl/0E3A0CVAoHu7QHNNDN///nz3+IHUBzGuxywcr1lFRYT/3OH59+rPv7d/f3/+9Y8BfW7p//f//5+AGvoMoCvefv3hZGI1Y+dOFeFQ4QYdr8nwn5GDmZkDZfMM6DRPbjYGbjYGpEAFjYX//ceM0VIH+RaMQfvT/0MutgbzMQhGBkZWIU5WIU6wDDjP487joOvA/v1nYmViEmZjEGFnluX4/eDn36s/oTfMgY2AEqCbQf79A+VD+MQHVGaUGg2B0RAYgWC0AzACI33Uy0MgBBgZmXjY2HjY2CTY2dW4OI59+vL015834DaxGCuLMQ+XFT+vBPgkGeI8A2p1gE4U/P/vw+/fN79+2/juw44PX5//AZ/LAxp0ZWBhZNzx8avxu4/y7KzKHOwqnOw3vv+AnLiPacXv//+//gNtV8WzmvjX3z/HP3zse/7m6g/QQD6kffyPAXTzKaiFDR4ZhjCQzRdgZlLnYBNjZeEGbYIFXSHGCJOGNIUEmJnw34AGU45Kg8ddEfMN4CY1A2ipAtx4VPUgHiM3K5uZgIAZeKMA5HDPf6BLvv4++f594rPXTz5CuyjIRnz+++/uz18vf/469vkbuPv0+yfI3f+ZGEDbO/U42WNEBLS4ub6DLln7z8zIwM3IADqGlR3S2gPZiopBm5QhNzG//vphz93Tb759ArWeURWBeeCxb9CZ+sjOAcn8+///9tvHLQcWnX5yPdcy1FLREO2kTpAiUjALM6u/rqMkn8iyizvvvnv65tvHb79+8rBxaIoqhOu5OKiYcrCBvBNr4qMjrnzg3tnHH19dfXX/7LObH39+RbeHkfHvv7/33z9XFZHrVDKKNnB/9OHl00+vv//+KcjBqyOhbCqrJcAtgK4Llf+f4f+f/3/A10qA4xW8IZiZkYmdhZ2BkeHPiz9fFr8HnQ/0A7SVFtSWhqRFVEOg4lBBxv8//v+++PP3le+cGnwsvIRP0oTqYwClKTytf9C6HaRNDnBduBnosQlX+e/v31/3v/688PXPo1//f4KW3/wTZmZSY2PV42Bz4Pp14Nu/d+BN0SCPMTAw/mfkZWI15WRV4GAcvU8XHoijjNEQGMFgtAMwgiN/1OtDIQTYWVgNBQQM+fn//Pv3G7wKH3SIDGh8EWfLAO6t////v/3549bX749+/vwOaq8zfPr79/LXH1e+/3oGWnMNWnYPP7PyHwPD099/n3z8ysQAuiBMho3lz///n8E2Io/Eg273ZGSQZmPR4OJE7AGAW4lg/P/x9+/FL9/u//rDBO5gQGTgjmZkAF3oy8TA8AM8MwCRZWBg+PLv/9EvP4y5/ptxs337/w/kTtAgJ2jElI2RUYmdJVyI30VIgAW8TgauiyAD3DD8D14/DXXC//+g210RGsGtfAQXxgKPJoO3FYP1gQKHmYXz16/P/0D3YGGOw//+z3Dky4/Hv15e/f77A3j/AFgN6GjKr/8Yjn/9eePHK0Fmpm///v9lYABtZWZmdOXjCRcTkePmRvRPYLbD6f///3/6+eXBh5fg62/BRsLlwAweNi51YdmXX98/+fQaLIBKMDJ9/fV93bVDt9487vbIcdeywbUE5c+f3x9/fP7668fff3///fsrxiPMywU6VxXVONBlXtbKxgbS6t9+/fj+++evv7/ZWdiEuQW42BEXtbIws5oq6Jkq6DH8+/fg3dP6PbOWX9rzG2XGANQnZWD4z8bMwsLMIsQj5KBqjmYRJvcv2ARm+P4TUKv+/x/IfQyg3b7//oOOxQFtmmVlhDXcwTdqgVrCeDqsaDYxMvz/+v/3nZ9/v/5h5sC21xxNPRW4///+w3KOPlaD//768/3E+y9L3v25+PP/V9ANYqCgZGZkEmf678rD4cXLqsv5+/KPvy9+//8I6gYwirCwm3JyugmwSXIyMIESNZ4ZFaw2jgqOhsBoCAwzMNoBGGYROuqdYRkCoGFgFmYmkkbuvv35ffLDx2Wv35/48uPjv3+QK1L/g847AY1SMqEeHQ4ZiQc3cUFN1S///t/++VuRjcWGm/3mz9+vQK22/6CzKUFLXJiMuNgSxIXM+PlwNSJBbRHwLbmgXgdo/BslUiDdCTk2liBB7vd//q358OUzeO8sRNHHv/92f/p+5fsvb36uCknhd3//Pf/1+92fv6xMjIpsbBZ8PNq8PKwktv5BvkPb78vIyATqREHsZPj/D7SJFCQCX6MClQGdNQljQun///8zMzJyMYEWqaOeIQRSwMjI8PP//5s//3z+9x+5tQkOW5CCd3//v/3zF27P098Md359ev77T4WspDieE10ZGThZOYShe3khQQgyDYTBXRcHBYMGp+Ttt090HFry9ec3LKuMGBkZ/v+/8fbx/vtnbZSNeDjQj3v////fzZf3V1zceeTBpTffPv79/4+NmUVLVCFU19lFzZyLHctps9wcPNwY5oCchIR///n9598fUR7BEG3H668fnnt2C9SHATVBwYqYmDRFFWINPGQEJMF8EPH3318mUHzBwwyUoKBzWAwMGFIMoBkA8ClAoA0KoKF+UGJnYmRi/g/a/woyEeuQP0gCNg+FHKKgiAX1Khg5GJgEmZlYkZ0B0UMjEryHljjbfr/8/nXDhz9nf4LW+oOSIshJjP8Z/j/792P9ZyYhZt4QUSY/FtBt4d9B65r+szP8ff/75/Vv3/d+/P/n/08uRnZxNi4VLjYpTlCyB+kmH4OjBpLPGUf7FeSH46jO0RCgLxjtANA3vEdtGw0BuoTAj79/jrz70PP89eXvoKP3kRoVjJD1JHhcAVHMysioycGWLi70+d9/yCL4b//+cTMyKbKwmvLzKPHxMOJdyM7IwMjFzGLEw3X487crP0BLl2AtA9C4uwwbc4Qwrzs/7+LX79FuO4PY/vrPv8e//iRL8Mhzc//9//8v6ARSRlYmJhyrX/D4higp0HFAoKYLxHICWhgZGUXZOQKE+J/++nPxx+9/kJYPkqZ//xkgt7hiyIAUgUbvUe358e//he8/H/34IY77RFdGBkZRHqF4Q88nH1+deHLtL2RVPehAVEZWFjYrWe1cy1BDOW0BLr6HH56vurL/048vWMKKkfHPv79PP77+8fsHWgfg////x+6dr9sz6/DDS7///AI5FIQZzz27ue/+uSKr8HSLYB4Sbw5+9uHF9hvHTj6++ubbh//gS+L+/funIiStJ6H87ffPr7++s7GwqgjLheo4WCros7NygCwEY3ATH8xiYPj78/fPm19+Xf/+7+0fhn8MjByMLArs7LrcoKNsQDNYEGXgncegndGwqwD+MzD9Z2TiYGJWYGESZf778M+/16B2MGgSAKID1KcAs1jB4cQG6iqAGtO/wZHHxMgozMTuxMXtKcjMQ8k+e7AVMAK8DA20RggmgE7jmQJCV/qH4f83sHnIaQm82ff/1/+/zn7/Y/+bU5WDgY2RgY/h3+8/X4+/f7P+/a8rPzje/Wf6w/CPmeE3B+NPFTb2QH5uB0E2AXYSrEY45f+fT79+Xv/y+/aPf59AO2SY+JhZFdnZtbhZhEC3fCAUjrJGQ2A0BAYfGO0ADL44GXXRaAhQFgL/Gf5/+v371Oevt3/8Aa05Jss0DkZGeXY2VW5uPnZ2B9AiHNBuAfDRN4ygFhNyswOH+RwszA5CgtxMTJvefXrw6/f7P39//WfgYWZU52DzFuKz4ud7+fPX/V+/f/5DaZVBDPvH8P/j33/f//1jYGRiZmQA33UEkaEZCR+TJ8IGdhYWVxFhcTbWGS/e7v6EcmPzv/8M7/+CNpiC725igLbRIIPKoL3UWDzLwMDw9e//T+Br2vBYzsrC5qZhLSMgsf3msfvvnz3//Ob7719CnLwGUmp+mnYaEkqMjEzKYgqt7ln6EmozT6+//vrRX9DxoUhG/v/PzsKmJCzNzYZYqAOR/vbz24arBw49vAQ6hwdpdQ0DA8OzT683XDvsqW6lyckD68VBNOEm//+/8OR696ElW24d+/TjC2hQHjQLA5rIUhSQclQ08tO2Z2NmZWJiYmfl4GbnYPjH8Ofzz/9/QEPJjGyMTJwskONufr35/mXTmx8bP/19+pcBdjMXIw8jqxEHV4QQt6kAExuoCgNtAv4H3QMA2gkAMuY/w19GFgU29gAeVhX235d+/Nzz9e/jPyBDIN0yRvCZnpacbMZcTLzMjDzMDH/+/3v/B3S/749/oOXyKhzs+ryswhxktYyxh8w/cD+WKgYy8bEwS7H8YWUAbVBGy4z/Gf7e//3j+CdGRgYWSQ5mbpaf979+W/We8eQPtt//GUFpk4HpNwPD7/9/zv78+f7tP05GAXthFk7Icqn///79A2/1RjMU00f/fz77+mXd2587v/x79gfkDAYGBmZwqJpzcgcJcerzMXGAYgdT56jIaAiMhsBgAKP5czDEwqgbRkOAqiHwn+HXv38f/v4FX0aKbjKk/QMRhbBBY9IQPoxkZmSQY2Ox5ePmYwNfHcrIwARePg+TJ4pmZGDkYWVzFBE2F+D/8ufPJ1DT8j8XE5MQGxsPC+t/Boa3v3/zMIHmESDj5XBD/4MPOVXlYBNmgzRK4DKDiMHKzKLFw6PL9eXA5+8//6M06yFNJxZGBgU2FglWlg9//37/95+TCdTDuP/zzyfwlAFEDWQYmoWRQZ2DVYGD8MnxzMwsutLqulJqv//+/v7rx9///9hZWLnYUG6CE+MTzbAKFeMWKNkx9fHHl/BzXUFhx8j47/+/xx9evf/2iRNpsT7o3Jt/f9//+AzqMICcCVKLjB99evn042tNSVUUfyKrQGV/+/V95aXd664f/PH7F1p38f77Z9tvH/fQsJIWBK/5+ffv+63P3/d//H39x//P/0F7VXmYWNU5OBz5WeU5vh18933Jh3+vwH1ESJCBuob/f+3//v/3W1YpNg55XgYmRnYOdm4Bnv9vQBs9QF0u8CZgRmbG/0/+/lj9+ZfAN2Y5FjYHLtBWlK///r79y/DnP5MgM5seJ4etAJs4B9JNG/9B4/+g5UCg+SCQelR/UchjRu1ZUWIaqwAbl5fAv1d/fp/+AdoDANr8DXMvI8O/53+/znz3fcMnFg02Tle+f7/+/Xv9l+U36LAkaAxCApOJgfnJ33/Hv/7V42XhgOxzYMQ/swd3899ff78f/fRj65d/T0CjDCBxRgaGPwz/3/z7uf3r/6//mHiZOdR4GVkwSxeQ2lE8GgKjITDgYLQDMOBRMOqA0RAgNgRADRzQbTuYp+ejmsDIwM3CAmpAMzM9//OX4T90zBHUsGEALQoA1dT/GZgZGfiZmeTYWP7+/3/zx58foEUaUHP+MzB8+vvv6rfvmjw/RDk4YS0LqCxpFCMTFysbFyubGKo2RgYGCXaOIGH+V7//QA45BTeMGZgZGYVZmNz4uOLFhUXYEctCUHUPPO8/aPvyv2e//nyHLWdn/sfA/YPhOxvDb/BdxcIszDnigq5Cgl//gRpg7EyMv/793/Huw8q3n579/vvzP2i8m5mRQYCZyZ6HM0lCWJEbtMgedIjkv7/gTcfIOwhQ/csIWvaD51B/ZtAaGkbQUntUfQwMDL///t5//9yVF3fQzgPlYuNQFZHlYmH/+usbuM8AaSEygAbv//+X5BEW4RGAth0xzMQU+PXn98vP737//Qs2Ck3+//XXD+++eSIvLMP47//X4+8+z33758JP5LH5X/u//zz4lcOH5/eNn/8+IbX+QdMI4MT4n+Hv3V+/7nxnk+VmYmKWlpc2sjX8uv4jKIOAYub/f1CiZ2D4yvDvyd9/j//+uf6LRYuNJ1uE05QftDzrHwMjKyMTGzNS0x/iSEbQbBPM6xChgSOhCQvsHDCB5BRGZmYuYwEWcdZv+z7+vvz974Pffx/9+f8D0qMHbWz4/+n/3w+//976/fvUdyYpln/v/oCMQzMGVBAwgI5G/fLnz8/f/3/8+/8LNEEAuguZm4UJdFcAmgYkF/z////LPwa0+TvIXov/DH+u/vx5+SubLCczL6VXTyBZOcocDYHREKAmGO0AUDM0R80aDQGahgCoIc9EqPUPaiAx8rOyBYgKszMxbfvw+fnvvx//ghbw8DMzaXKyW/JwcTAzfvv7j5OJSZqd9ffffwvffPgDvTsU6vx//xke/f6z9O0nSVZWX1FWZmbI6CBUlloUJwurs7CQPAf7mc9fnvz68xp8rL44K4sBN6cFP58gGzu25iN2y3///fPp92/QkiEGBjYmRj4WFg4WVlBIYFdOnCioxQTaMI1VNSMDqK/CzQQ6rBR8eRXoBtofrAx/mcAtUAYGcRYmNS5OQQ5OQYT+/0kcHA4CfM9+/n7x+/eXP385mZmUOdi1eLgFYV0d2IVKuBteCNNwsv7+/fvs05uPP79hU8H4+tuHXbdPsjAxP/748u23TwwM//nYudVF5d1UzJ5/ervyyr6XX96DxorB3mdlYTOWUi+1jdIUVyJ2/Q8DAwcrmzS/KCszy9/fP0AzAMju+P+fg4WdA3wl2e+PP79t+whq/f8BhSZC1T+GP9d+fWf4zMTDxMgE2tqKkIKw/jP8/8nw/wf09BvQRAojA2idGqi/wgBrBYMOeYVuE/jL8PfO719nv3Hq87Hwol8BBjGSOBIcKCAbQFME//79/ffl99+vf0GdCmYGZh4WZm5WPDvjCVkBWn7z/8+//7///X7+8/ed739f/2H4+5+RnYlFho1NnYtVlAPZcEZGJnZZXrZYrn8///688/XT1Ne/T/9gAG35AdsDSqAgxr+X/xiY/jIpsDKw/Pn3DDT7AcoXkPT1/z8jPxOzBMvPm1+/bnn/98bPf59BQcrIzciizM7hxMepx8vMhT0fgW4NlGZj5GVmeAPSgtY5/P/139/Xv//9/scMDiuQO0bxaAiMhsAgA6MdgEEWIaPOGQ0BvCEA6gPgVQCRZALfYxUjyeYlLPjhz58Pf/78+8/Az8Iiyc4mwIbY1Pjr799tr9/c/PH7939oSwmiHdSi+s/w8e+/Jz9///zzlwvphmC4AqowWJlZNPn4NXl5//3/DznklIWJiRm0LAjSQiFsyc8/fy5//rzl3YfL339++gtqi3AzM6lxsHoL8psL8IO7AYQNwa7i//+fv39//Pf3699//xlAdxgLsLLwsrDB10hws7C4CfBd//Hr2Jcf30FNZoZfrKDBV1YGRjUO1lgRATXwoD7c8H9//rExMYP8CxICH9sP6j6AOOCGK7yzQazfwTqxEExMTKI8gjxsnKDjgNCW9DAyfP/za/75bcsu7f744+tP8GZiFiZmcR5BX3XrUB0nZ2WTe++ePvn0+v33z1ysHGqiso5KJpoSyiRdu8bBxhmq63zn7ZMtt459+fENFCgQZzIyyQlKxht6aksqMzIy/gcfNAtqPaP5GLxl4t+jvwyCsOF/yIUQEGX//zNwMLIasbNpcMEXpv2D3FEMCkdIGx3UIkX0WJgY/v/8/+f+r79f/rCQtan3z9efP29+/XMHtNsVdNEwLzMTP/Ofxz9/X/nx7xW4Vc3CwCTOym7JzWUvwCrOAU8kEH8TJP9+//Xj4qefZ779ff7739d//578/vsMPKL/D3RcFyMPE6seO1eQIKc5PwsXG8hvMBNBp1lxMrMq/mdRYP1z4Qd0LT5MFkT/B51oxGbPzSDG8uf4t393f/9/9xd0bzEzI5MEM5sZJyMn0/fVH/9c/83w/R+oFwvW8/v0z59Hv/4O+87jK8IqiKUrzsjEzGHI88fl+/dNn/+9+MvwF+lALEYGJlkWVmUOJg5mUGcDZOAoHg2B0RAYdGC0AzDoomTUQaMhQGYI/P/3/tevxz9+vPr15/f/f6xMjGKsrPKcnGqckDU8kBVADP/+/f3x5+8f8PbQL3/+PPj569O/f5CWFbK9oPP+GRg4WJhYWJixnCmJrBQv+9vv349/fH/289ePf/+ZGBkEWZjlODjE2NlRGpSgU3gY2ElfIf31968db95Nf/nuGuigof+QBt9/BobTX3+e+foz/88fL1ERMs4MZWBg+PPv783PXza/fX/m24+3f0DHS7IzMSqwsboL8DoJCQiAB+yZmZhNBAUb2Vh3vv9498evV7//fP/3H9z9YHMX4DPk50OzmomZiQHRHAftiP38/cv5p9cuv7j79tvH/wwMfOzcmmIKJjJaIrzCeAOVgCQTE7O9knGsgfvC8ztefwXfgQUaiAV1MJiYmP//Z3gHHvgHNc7AEf/3z99HH17MOrOJg4Wt0TXdl5Pn37+/f//9YWRkYmEmcxuGnoxmj3e+vaLhhee3n31+8/HHV3YWVmVBKS8Na0cVU8gZRMxczMzSLAysDAw/QW5B8RUjA+gSih8MzNpszLKs/17++ff+H2jNCSMDkxCo2crlK8ihyMsIOwETNvwPWvwD2gMM8i/ShVv/GBjYGZjFmZnYSV6S/p/h/6/n376sf/tj++d/z/+Ahtj/g29wYGUELVsCHZgEm3K4/Ov3ye+/Ln/jTRLjUOCBd05Q/IWN8/vTjy+b335f/eHvA7D5IDVIq5P+Mvx/9+/Xge//3v5l5GHiMhQAL84BKYJjZg4WNn2uXye+/733G+R1yFopUD8epISRj5FVloPDnJ/RRuj/l79/P/z5/+0vAzMjsxArIyfDl9VvQfb++M8AC0xIZPx7+PfH9s9sGpzMhqxMbFgWpLGJcvHFSbCocPw48Pnv09//3v9l+MXAyMnIrMTK6cXPZS7AzDnawACF/ygeDYHBCUbz5+CMl1FXjYYAaSHw9ffvUx8/rnrz/szXnx/+gu7oZWFgFGFhsuXlihQV0ubhYQJdwfvv+tevBz58vvXj19e/f5nAswmPfv3+Dr7kFtKKAY+9gqzmYmI05eaw4uNhI/3QfZD+//9//f5969u3tW8/7P349fWfv79Bo4uMPEyMelzs0aICNgICXKzkrg8Gn3z/9///R9+/r3jz4cqP34ygJhm4MQuyGzSmfO/Xn5Ofv9kL/hYg3f2///45+v59/7M3Z7/9+gXaGgEx+f/F779Ofv3x7NevBElxHjbQShJmJiZVXj5VHp7ff/9++/v3L8N/VkYmLmYWtLtg/4PvU0MeFf73/9/dVw+nn1i76uq+F1/egTZsg064Zxbh4vNWs8q3jtCTVkde7wH2FgmElKBEjXOymYz28UeXn31+8+bbR2ZGJjkBMW5Wzs03j917/wzSyIOaCPIf4++/f7bcOqYlphis58LPxYfSQ4OqI42SFpTMsA7/A96v/PPvb2ZGJm52Ljbw4h+IQczcbFy+gn9f/f199Pt/yF1dEAkIyQg615NJhJk3TZSFn+3f5z9/P/9lYGJg5mdhEWZnZkfpmfwDqQVN1IDG/0EXHoB2xYK6B/9B7VpGISZ2ey7uACFmfiyD2RDbcJH/fvz5uuPd95Uf/78DrY+Hhhv4FB2QFlDDGBR8IDYDw/8v/38f/v5T/wubJCczF1GdDVAH487XH1s+/b0POucUtDUHYhYyCc6Wf+///nX+K4caDxM/ck8SpI6JhZnLTvD/n//f1334c/MXaDPAH/C8CxsDsxwLVzA/pzYPKzsrqP/JxcCAtB3n76/fjGxMyFMKIOMgmJHh76Pfv659Y9fkxdoBYGBgYOFn5/UU5bIX/Pf1z9+Pf0AXErMzsQizMfOzUp5+IK4YJUdDYDQEaARGOwA0CthRY0dDgH4h8Pn37x1v3kx+8e7Wzz+QcX5wg+H/x19/X3/48ofhfxErCxsz8/rXb5e8+Xjn558/0MMpQfU+aNE5A4MAMyMXI+P3//9//f/Pxsgow8riws8dIiKoyM0DajSQ7pXf//5d/vy59/mbI19+MP5kYP/L8I2T4R/j/8///r/69P393798zMwWgoLoC8SJsAh8add/Jmamf///v/v959WfP6Ddtz8ZfrMy/ISVZ6AjOP8zvPv79wf4RE4iTEUo+f///7tfvza+/XjmG2hHJAvymD0Dw+s//458/u4p9BPSAYBqY2RiZWHiB+06gAqgUZBIgQv+Z/j/7sv7qcdXTz+94Rfo0H3wyaoMDP/+/3v15f2yy3sEOXgahKV5OfngWshg8HPxhxq6B+k5//zz6+efX4yMjFysHC8+vb755tG990+hDVlkcxkZb755VL5r+uOPL4vsYnhJPPUf2SRkNgszKy8nK5bLhMETEpzaAgzJDB9fv/hzETSWjqwRxP7L8Ofmr9+3frA7cbMKcoJEcGDQRW7gVA1eWQVSxMLAfJvlgWy4PL8kP4syB7suD+hMT1CSB8kSj0H3bz/7zfAd9aQnXPrBExe/b3z/6/gHNP6NSDy4NIBG6f///A/t/yC6EljU///x/+/L3/9+QpZDoStg4Wbj8xbj0Of5dff735e//775zfCPgVmUhVWLk0ONhxl0yicW00FTPGoczBIsf97/Ak0dICuBpFqQCGRwAN1GCJ+RgQm0KomLjUEUIjBKjobAaAgMDQCrMIeGa0ddORoCoyGAHgJ///9/+fPH7g9f7vz8wwhaMAxVAKq4GUCndDz9+ffZz59Pfv2e9/rDvV9/mUD7LSGSIJWMDAyirEwRQnzO/Lyf/4GO3udmZpJhZ5fm4KBkAf2Pf39Pf/1+9vvP3wwMLKwMP8A7CSEjov8ZGJ7//vvo5y+z/6BFQSBHkIJBy4XABjEygA4V5WVi+s/w9xczaPctxJj/4KFPTiYGNQ42HhaSi7j/DAzf/oJaUGiHk8INfwcaif4LtgQRjBBZXCT4sFOEJCMD49uvHy48vw1q/cO3AYDkQeuCfv/5c+XV/ddf3lPYAQCZx8DAzMzCxczCBTv0U4xXxEHR8NST6+++f8LWtWN88+X9jtsnQ3VdtKjUAYA4A07+/fcXlEphy70YGRjZ5LnYTDn/3v79/wvGThRGhn/P/n6Z8ubv01/cnkKs4lzgWSu4YQgGONJBhwCB1v+AewIM/xm/c/3iSRTjlxIGb9UmNrIQhoJZTKyMTIIsDCw4IhzSSgarBBH/wWfhczMxsoKiEiRCCDMyMDGLsjFLMP99+JsBsp0cWQuk7Q0mmUSZWFTZmbhYcAUCIxMTuxwPuxw3qBcEWgzFwAg6fBacW5DNRGIzMjFxGPD9i/3zbc2HP9d+gvohsHkORj4mNjsudhNeRg4m0D1uRHVmkIweZY6GwGgIDG5Acu04uL0z6rrREBhxIfDv//+Pv/+8/gMa68Za1TMzMvz4+/f6t58v//xjwhj4Ba9nZpRlZzMR4GeANcsoDMT/DKAdvW9//4Hc3QTqc6CaCDnxE1WMZB4zI6MSN1eECP/3/x9ugaY1GMBLmRhYGBklWJl9BXiCRIR5SF9lxMjAwM7EJMzCzMwI3tmI6i5mRgZZdhYRVnCHBlWKSN7P3z+efXx19MHFZ1/eYsQGyAxQ6w1E0wRzsHHEGntzsLBPObn2ztsnWPoAjAzPP7998fmNJoMqmU1mvA4HtUhRFTDzsPGEiDIyM37f8vnfc/CJOsgK/jH8vffn6+z3/3//54tmYeEGrbxCloewIedPQtjgAPz/799fDj4OFlbIsTzke4WJnYXdiuf3he+/zv5g+IEaY6CuDLhjAFp8BLrmjZGHkUWPjUWV7dfDb7/ufgNtF+ZgYhFhYxFhZ2IBrRaCuBCNZJfl5AwQ+Pfl3Z9rvxh+gY9eZQDvAWAC3XwMul2Lk5FZnpXDi4/bUZCZB2XtE5pRYC7ohCJQc50IT4Na9pzM3J4irBpcP899+fvs979X4JU8vMysWhycFnxsUpz/wQcxQTbYgM0fJUZDYDQEhgMY7QAMh1gc9cNIDgEmBgZuZmYxVmY2RtAGReRKn4mBQZyVyZqXS4qD4//nb8hSkBCD7PQVYmaWgawPhohSTIKGdZmYZNhZBZgYn/37j9o4Y+BgZNTnYjfg4QKNi4OWbIMHUUGOA2HiLQfd5crGHioupsbJee7Lt+e/QQeJMjEySLOxmPFwW/Dzc4NuMSPePJhKRgZWJiYuJsSOSJgEiGZlZFRiZxMi7oYytKX///7/u//m8eKz27bdOnb/wwuMMXhww5WBUUZA3FfDRpIPaaU2yGaqYSkBiVSLwLffPnYfXf7j1w/w1k9YyIOjQ4pXWIxHECaEsPfD1w+PP758/+3TP9CNwqySvCJSAuLIa/oRSnGzMDc2MDIwsktxs6SwMSu8/Tr97d9HsIul4IYwMfz//P/Xue9/3H6xcLFjXcXDBDrFCnRg6H/QZgAG0ML6378NnI14eHkpbLkyMjJx6vEzFTF/3fTu97kf/z7+/f8VNCDPxM/IrMbOqsT+H7Ry68//H/8ZeZiYRJj+//n/Y8eXrw/fM3wFRygbE5M0C4czL7eLIKs4J2hbAtxfMAYTOyuPqwiLHPv3vR//Pvj19/Wf/1///38PsohJhoVJnJlJmInVmIvDjJdZmB3X8D/MMNJo0ApA0BwUI6cKH4cKL+gspd//GP79Z2BmYmJlAvdCsIY3abaMqh4NgdEQGIRgtAMwCCNl1EmjIUBCCDAzMclzcYYLC7z6/ef0t1/Ig+vsTIz6nOwuAjzSHOzGPJyHP3+/9B20rh10MCCoqQc6Ml+dnTVGhN+Ql5eM5fh4XMnFwuomJPDl77+17z49+/P3xz/QvVesjAzirMzOfFyRIoK8TMwH3rx98OPn93//mBlBBxZpcnEocXOjnZyDxwqIFDsLq5mQkJmgwN///0BnnTKAmu+grgW57ZZ//xle/Ph57QdoOwVmI/gfAwPoZt+//0DHo0NcQDR54/mduj2zNt849uvPT9DQO6jhhdDMzsIuzi2gL64cZ+TlqWHDyY5vyTtCG1ksLnbuBGOf9z8+rbi0992Pz//+/QWdn8nAyMrKaiatUWQdqSauiGzwr9+/jt4/N/v0xlNPrn/88eUfw382ZhYpXhE/DZt4Yx95YWnMZj2ydmLYzOysHIbc32U+YukAgNbJM/x///fvp99//4CWtkNWqzOyMTExQofVQWf+g64CAMmAh9D///v/l4FKp1AyMTFzavCzKXD9/fDr78c//z6BFoAxCbCwiLMz84Lmgv7/ATWa//379+3Q+29z3v25DV7MA/X233/P/ny9/uvPw598yeJs4lzY+wDMzFxaAhzqvP9//f379c+vJ9+/r3n/c/+3f4/+gI4eYmL4fernzx1fOD35uGwFWQSp2w2AJnPQoiVGZgZsB/5AvTJKjYbAaAgMIzDaARhGkTnqlZEbAoy/////9u8/cuufgYHh13/QwTXTXryVY2N9/+fvHwbQmns2BkYJVtASFyEWZm1OdhdBPl1eXjxH/fz/9+/Nz5+Pf/78AN48zM7EJMnGKs3JiX+HABMjoyQXV6IUq6MA34vfv179+vPj3z9eFmZFDnZpNtarX7/3PX9z6uv3T39Bx5EyMjBwMjKqcrBGC/N7iQhBDtkEtfr+/Qc3kqENFHzRy8jEzAg6ZhOfGuLk/jP8/ww6KREUlpgW//3//+3vfz///SXGMPixP7/+/Dr54OLk46u33Dz+6+9vzKVWbCysARo2uVah6qIKIjxCoO4BMRZQoEZJTL7ZLdNd1fLu2yePP7789PMrBwu7ppi8vZIx6M4vpMVg//7/23XzaM3uWRdf3gEPr0POmPz/4vObq68ePPn4qtE1XVJQAjOsCLoOvGb/P3idOkg3syA7mzEnaCX6O9AQO6IHB+b9//H/+66PP3Z+/PsGfOo8KxOzLCuHGQ+HDi8zByvoVgGwfZDNAP9A1zL8+wdKXGBRahDMHKzMEqwMEtjMYgUtvvv//eefWz//Pv3D8JcBNCGBUMgIOh3oxPdfNl9BG5Fxt7CZmJkZOJkZGBn/XHv/+9wP0FTDXwbQuiMGhv8f/v57+vfPjV9/X/7mDRVjFcBynNHf33/+fvz979tfhn//GVmZmPlYmHkgK6AQThlljYbAaAiMhgAEjHYARsFoCAztEPj7/9+TH983vvt49ftvNJ/8/c/w+Nefle++gJpX4LXKDAwMgiyM7vzcYSIC0pycvCz4TusDn4fz88C7D+vffbr549cX8FmWbIyMsmwsngI8/iJC0pzYN2WCOiLg4UQuVjYtfjYtkLPAjTjQ+fr/jrx73/ns9aXvoDtLIQ5jYGD4/P//hW+//vz/IMfOZgO6qgy07/D//3+gPgtcEcgcmmNGBgYBFmZxVuY7v0BHKkFau6DeCDgA+ZgYdbjY+EB7AIhyyX+G/x+/flx2fvu0k+uvvX74n+Eftsb9fzYmFj1xZXM5PRbcRwnhtg90MBJ4CJy0kBLgFvDRcWBgYPj79/cf0DwM6EgYRLMbZt+Pn9/33T179c19xv+MHP84mf+DGrt/Gf/9ZPr988+Pww8v3Xz9QFJAHJu/YEbgpv///8f4nxliKQsnK2+QKCM3848tn/69+PP/23/QmjYWRkZe0CKyf8//fl/+CXRjNegUHPBafGbGn9s+/QoR4PQW/P7lOziOQH0K8JGgoIU5aB2Af7///H754/fTn/+/gS6MY+JmYpFiZ5XgYGKlTj0I6smwgpwKTimofmZi+Pf27+/7P/+b/iU4xP738+9fl7//e/0PdJwtPErBjP9v/v088pXd9DuLLhsjC0gItMzo999/P//+fvbj+/6Pv86BrgsA3R/Mxsgkycpuxc1lJ8AqBrmYDLQvGLToH5SmmUhZGQXJvCDrUH01yhsNgdEQGMKAOgXfEA6AUaePhsAQDwHwKUC/7vz8/Qdt2BHsL0ilDTvYAyT06e//mz9+MTAwcjMxP/n+4/GPH5//gsazeZiZpTnYpdk52MAn5/z////tr59LX7ya9/rj8z9/Qe15kG5QK+vln19Pfn34/58hSZKFC3wcPlQGSv0HteoY0A4XhziE4cufP6c/f739E7TOG9SQhGoBUf/Bh2w+/fX777//zKBhUEZGZugCD5A0vTAzI5MiN3eKuND/l+8ufv/58z/DH/ByKVZGRilW5gBB3jAxEvYW//379/jDi31HV959+xg88A8NByTfgM6tkeAR1BZXIvvodFCAg+ZKMA1Hsgc3k5mZFU9Ig9rTf/9pfJYxfqWs9kWK5w/Hf8b/X1h+3OR5dkzoxkeuL88+vwE1K0HbTnHbgU0GtAAd5ZYGRlZhTv4wCU5rvr+vf/999fv/t7+MHExMwsw/jn/9se4zA+i2NNAhVlDD/jH8vf/35/rPTxlenjt4VpdRE9KRALWJGf7/ZfgHbkFD1P7//eHn1z3vQMftP/wNOib/PwMDOyOzNDOHGx+3uyDofCHsmz4g2okimVhZWDU5mSS//AUtkgJrgUQIeFaCkYeRWZAFvOMCJPXv/z9Qnw3iYpAAAjOyMjJyoGUfhOy/p3/+PPn5T/MfMwvTn2+/fpz/9PP01z+Pf/17+vvvfdDmAchqLlAn5AroYrLfl7/zxIgw8bH8uv3tz/2f/7+CCgMmIdBNvezq3Mx8bAR7Av/+gWbDSLqfG+HcUdZoCIyGwGAFox2AwRozo+4aDQHiQuA/aFQZ2o74Dx4YxdQHaYdAxP8w/H/868+u9x+3vfu499PXh7/+/AI1cBk5GRmVOFiDBXl9RISEODj//P9/9+u3HR++vPr1j/0/4z8mBtBmXogRDAyf//2/8/PX5z9/ubDc5cUIWskAU4lM/////8+//1/+/vsLshFZBspmZmBgAzeLoPwBojhZWN1ERFQ5OS5//fb81++XoL4VgwQbqyE3pz4f6GQZiLu+/vz65sv7T9++/Pn5h5eHW4xfhI8D/dqEv//+3nv79NXX97i2WDAzMutLKudYBDurmYO3LkDMJolkZEZpRpOkl7BiNmZWr7+mDrdVtJ7LcP1jZwTNAIBuR/vG/OO0wJ0z/A9U+GQo3Jn6//+/v3//MjODDrhkYmHmkOdlkIc4DJSi//778/v6D9CRTKCha4g4mAQfwvP/9b9f1779BSViRtAQN2iVEihP/AXNi4AauwwMDH9+/P6y5c23+e//vQSLQPLDl/9/3vz7cu/d37e/+ZMkWAU4yJvEADsFRDAyMXGZ8f9P+/dt1fs/136BjtQEbRb4z8DCyCTJzBHAx2HJx8QOqnP//fv7+9Ovfx9/M4In7Ri5mJkFWZk5QUeHMjAwMPOwshlw/jr1/f+jP6A9DZBJBVDXG2wLHxMTHzMjI8OfTz8+b3zzfc3Hvw/B9weDzv6BjAFAvAci/3/+/3Pf1/+//v3/9f/PpZ//3v6DBiMLI5MQE5sjN3eQEIcqL9LVwqBQA2VBpO4c2f1SkHNH8WgIjIbAYAWgwmiwum3UXaMhMBoChEOAlYlJhYvTg5/nzZ+Pz36DBvNBE/aga4tAuw1BrQBUM/7+Z3jw68+01x9//vv/E6QU0nn4/4Xh/9uvP9/++cvFzBQgxvqXgeHtnz8f/vxj/8PA8YfhKwcDaBYArP4/I2htAmhUkBHMRzUfD4+RkZGTmUmNk12MhfnRb9C0A6RtAx4hZeBlYrTi4TDk5SaqHfz//8+/f378BS0HYQIZy8zKBJo1wGM7LinQWT3gJg+yAiYmJmVePmVeXob////+A4UmqM0FGmUHqfr289uhu2eWXdx9+eXdj9+//vvzl4+LW0tcMULXxUXdgoeDB6QIjBkZGDhY2FmYsB0j//8/Byt7kJZdoXWkoYwmrkb8379/3nx9/+bLhz///jAxMglw8orxCrOzYj8NE2wntYnPfw0uyf56KcwAWjjz/z8juA3NwMD1l8P2nZYVk564oDxaBwB0Duz7H7/vf//76jeoxcnMyCzGyqbAySLEgXW8mRHUZwTFAYbTQekXNPskyMzIAVpJj64AlHT+M/5nAMUOaCoFtGjsH8O/f6DVY5AZAFAS/ff5z+/LP/69Q71nAGQ2A8OX/7/P/Pjl/J2Fj52RGSKEbgnxfGZONl43UXZN7l+3vv15+fvfmz////5nFgLdxsWuycPKy8bAwPjn669vxz/82PXpz71foMVIDAyMPEwsqmxcbvwcxvws3KxMLCzcjkIM/xi+rf8Auh7hB2gSCuQGVkZmRRauEAEOHR5GNqaf17/93PUZ1Pr/izQrAlKHhMEHKP3c+Q2UY0EhwQDt5Pxh+PfyH2hS5fd/5jRWNin4Wj5GBhIzNZJlo8zREBgNgaEERjsAQym2Rt06GgKYIcDEyCjBwRkrIarKyX7h6/cXv/98+PP3z3+Gt3/+3vv15yuonQ5p4kMHEzkZQe2cr+Ddt5BFOMz/GDh+MfxhBl3X9f7Pv8c/f//695eFmYWfmVmIhekB699frKDhf6b/IGVM/xi+cTBIsDCZ83AKkn7KPjcrq4ew4H8GhnXvPj3+9efLv/+///9nZ2SUZmV2F+AJFhGU5+bGMY0B9fr///9f/fh+4P3H0+CjP/+BJw0U2Fnt+HjwHP35/9/f73///gBvY2BmBA25gle9gBp8/0HN+//QhhHUEjgFanyiLY/58v3LorOb+4+uuvPuCWi4mRFkCMMXhsuv7p19erPi+8cYY292Vg6IESwsrBbyus5KRltuHf/x6ztIkBF8Wg0jAzcbl5eaRZV9gra0GkgcA//////Ru6erLu7ecfvkk0+v/vz7y8TIJMYtYCOvH2vkpSmhzAzbqvv/79//jIxEdZwwbCEk8P/v+99/7//+/xsUTMiK/zP8Z/zHyPWMhfHjfwZhRKT9/f3nx4WPX1e9+33x5/9P4GU4jAyMvIwsehxcAQLsGtyg03vYmZg4WSCnTELMROtCQAQhJBMTE4cp32/HHz93fvn/EbzABxLm/xkY2BhYDEFHXDFtYGYE9U9A61/AJ4H+//v/L2gzLMQIZgZG3Etd/r39+/f17////sOOFILoIZNkZITcxsXzH3SzM6hTAu6dQMbnGf7++P11x5uvi9//vf8HtFcYYsn/v3+v//597sfv2F+8PiIsvGwsfOy8fmLsety/7/0A3f77FrQMjVmUhU2bi12dh5mTBdSY/8PwH3J7MjgBQkxCJ0EdJAZQ6x/S1YZLQ7i/GX6d/v5D9yOTAxML6IBRUHkAvjQNrm6UMRoCoyEwbMFoB2DYRu2ox0ZOCDAxMopwcPqwc3j+Ax1Q8/sfaI3Nk58/N779cODTt3d//34FDZQz8DIzaXCwmnFz3v/5a8vHb5C+AWhlASPoGt2/4FXHoHYKqHXFyMrIpMXDHSsq8P/1x9s/f/38D2qu/GFl4GZiNOFijRDh9xQWYiN1x+p/0CGHzIyMjvy8mmxsH//9/QYaqWXkYWaW42CT4+QkaOCff/+uf/4068WbXZ++ffgLufgLFM+sjIx7Pn1L+P4zXEKUD3Vbwt9/fx9++7b7/ceLX3+8+wtafMTFxKjGye7Mz2vIx8fKwkLM4UH///9/+en1rdcPH394ef31gxWX9tx99xTUZ0BtMz748OLA/fM+mrbi/NAOABMjk6aESptHtq6E8snH1159ff/xxxdmJmYZPlFnZZNIAzd5IRmQBzDw////b7+637x37tprh77/+gaWBzX07rx5dPrpjasv77W5Z+rJaILFwVdQQXt5UAEqUqD+Ini/KRYz/zH8/f7vP+hoWajkf4b/P65++jTp1Z+Lv6DtTrDM/6//f7389ufSTyYZFkZ2RmYxFjZjLk4bAdCpOKD0BlaEk2Bkl+FmypT4pvb+58lv/978+f329/+//9lE2FgNOHj9Rb7+YWZmZAH3DECLf/4xMP5j+Pf3/98//0FbTSCLalh1OX+d/P7v5V9QPxhuEagdzcAkyswszAqaL4OLU4PByIClLf3n46+fJ7/9fQJ2Bqi9DbPpP8O/x39/7vvMrs/NrM7KyAKaE+FQ5uNQ5gP1IUATGwwMoLspQGkAvBLqP7MoK5MEC8Md8BwLVBhhGtSb7AzMUiz///z/9+ovaP80TB5KMzL8e/r3y8x3P49/5XDj4zTjZxGg7gGjUHtGqdEQGA2BQQhGOwCDMFJGnTQaAmSFAGjTLDMXbLxaiJ1DiZMz6ufPt3/+vP39h5GBQYSVRY6Dg5OZaeubd0e//Pjy7y+k2fCPkeEHeCk/IwMDPxOTLBsrOxMTIyOjIDtHgJioHjfXnR8/Xvz68/7PX3YmJjl2Vn0ebkUuLhJXBv//+OvXyQ+fDnz6fP/n779///P+YhTmYDYU5HIV4hfh4AI1pgl5GnIq0arX7zZ9+PrzP+iCVHij9x8DaF3T7k9f7AR4+UD3f0F8xvDz75/j799Pe/H25Nef38GTIeDGE8OeT98PfPyaIf7LW1SYYK/j+6/vB++cnnFq/YnH1z7+/PLr759//7Ae5sPwn+Hvi8/vPv/8Jo7kFyYmJlUxhSrn5K8/v3368fXLz2/MTEyCXHxCXAK4lv0w/Gf4/evngTtnttw8/v3Xd/DuYYSJv//+Pv7k6u7bJ5VF5Lg5uEE+gq1NQiiiGouRRYyDzZLr773f/9/+gwY4I2iLKeiaWx4GNhNOFnHE5Vx/f//+df3b37u/QQ1Q5AYuOEL+vfgLOtWeAdQW/bnn688zX3mTxDgUefEM/0P8AbpaTpSLJZzjn9+ff1/+fH/7/f/ff5zCnCxC7MzsrMy3P7AwMoNu/wJPAPwDHwX0+/+fH39+QBzMzMbK6cT/58mvH2s//f8MbvWDQo2BkZORWYONO0qQQ4sH1M8BORosAbGVAAnan0BACYY0qJsB7mnDHAFTAQ7Sv4/+/Hn0478yDyMLIuxAi6YYoQclwVSDHMkmxcnpw/fv/d8/V34ygBbzgYMYJMPAKMTELM/CJMbCqsbObsbz98Ofb0vf/z7/g+EneKIGphBk2n+Gf8///nz+9de5H7/DfvKFiLKKULoXAmTsKB4NgdEQGPRgtAMw6KNo1IGjIUBeCDAy8rCx87CxK6Nq//f/v40A/4uff1a9/vT4z9+/iJYGqPnz5u/fXR8/y3GwGfHzMzMxc7CwavELaPGDRlehJ72AxmuRWxCopmPj/f/39/63b4tevtnw/svLP6D12eBWCgPTb8btP75f+f4jTUJUnocH3DbBph8mBrqE6/fvWz9+/0Jdyw0xjQG0aeHf+z+wfZMMDP/+/3/6/fuSV+8Pf/nJwMDAAnI51Kw/DAw3fv7e+/GztQCfGN55jF9/fu+9daJi57Srrx6Am72MoDYlklFQE0EzKf+YmdlUhaUFOfkQgjAWCzMrPxc/Pxc/TAA//f/v379vvn78+fcXlq4RI9P7H18mHF/9/ffPbOswQW5B/GZRKMvCxcYXLsosyPJ9G/h0zs///v9hYGQDDS2zu/PyeAuxCkKnO/4zgJyNmJfBtBiU2KCJB3S5775vP3Q+sUlzMrOzYqrFFGECbbNlY+BiYxPjQpYFrdMCxwio5Q86Een/3///mLmYhRWE/339/ePx97/vf/+6+v3PjZ8M0CkBUEwySTJzhvBxOvEx8bP8uP7l97NfoNt8GRlAS/aVONikuXDtZYdY/fffP0YGkpddMfGxsqpz/DrxneENeEkVNDDARoIPJmJkZ8IS42B5NIKJlYXHUYRVhuPb3g9/bv389/ov6IQfFkZmaRZ2ex5Ocz5mITYmDmYmZuZ///6ySrJ/3fz+19Gv/57+/f8LNKmAMA0cKaC91Ae+/NTnYuZnY8J9UwFC1yhrNARGQ2CIg9EOwBCPwFHnj4YAiSEA2TPgwMdz7vW3Z39ROgCg8/j//j/y+YcS+2dNbm4eRDsA3sQizbL///+/+flj//sPm99/PvHlx+d/oBNkQPs1Yca8/fPvyOfvjnzf5bi5iRgGBrW9QSetw7Qj00wMDDzMjKwMDL///mFiAt0LxsDw/82v3w9+/fnHALoTFlkxI3hd9Ms//z79+S0G6vggN8QQCv8z/P/68+vBe+dvvX0Cshv1eieoOtDyjP8MjEyCnHzealYppv5CPAJQKaIp0Nkr//4xscCurmVkZGVnkxUU5+fg/v77B2bX6P///08+vlpz9YCbmrkZjTsADAwMrAKcfEFsnLb8/z78+fvm9/+f/xi5wIfoS3EwsyHa7qBxenZ2Dg2un3Kf/14DX9kLWWuONRyYGP5//f/nxs9/X/+ADMEeA1h1YgiC2tJM4OXuoMhgAG0C/sfJxynzW+xjx7M/t0BbEf5/+g9q+CJp/f/1379Xf35d+/7r3LefJ75/+Q46IYfrJwMTGyOzAiunDx+XixDWFUqQ5jPo1H9wmkAykjCThZ2Fy13w3+e/P7Z//vfiL+iiA8hcADMjkzQzhycPmyY3I/haMcJmMTAwsTBzavKzq3D//f7335c//7//Y2BmAN3/xccGTktQM6A3Gctx/vT4+mXJ218Hv4HuWIBKwihGhr9P//y+8+Of7t/RDgAsUEbp0RAYzmC0AzCcY3fUb6MhgDUEfv//9/j379vMf36yYmnC/Pz//+XvP9///kWcZYPVFEKCf/79u/3l87wXb7Z+/PruL+gQUdBQI6ouRgaGr//+g5fm/weP4aJKo/IYGRnE2dmd+bnv/vz96DdoNT+qPMOr33/nvXrP9+4jDxOTBieHMS/X3///sC5f/w86L5FRmIWJG3SAJu62539Qd+LTT8iWaSzKWJlY1IRlVISlZfjFzGS03dTMJfiRl/+gORAnF9T5Aa3dQljBzMzirGqW9PrBnLNbXn15j3VU+PmXd/ffPTOV12Ok4RIgqJuZWJjZJbkZJKFcDOr/n79/mUErx5g4tPn+Zf77tvzd72u/GEA7BMCdLfg0DVwnJA7YkHcCw+VIZjCBD68BXVkAWgn07x/j/9/ffn9e+IbhAzdo8wrEdkTogrpU/z/+/77m84/NX0DXAvxh4AB3vhj/Mvz/9v/P+V9fnrz7/+8/b4AYC+ykW9DRRm++/7r7/e+LX/9/gS4wZhJhYVXkZJPiRG5tE3I6I7sUN3MyK7sx9+9r3/++/PP33R9GRgYmyKYIE34WfpJX4TOxsoDuMuMjcDAUMxcbhw7zH8eff27+/HsPMVEGdfB/BtAiKGbwBBdUaJQaDYHREBjOYLQDMJxjd9RvoyGANQT+/f//CbwBF3MV83/QiYKM/MxM7EyYzXWshmEX/P///6ffvza9/bDuw9cv//7jutCLkZFBkIVJko2ViWDzH9RmY+RlZfMTEX7z+8+s15++gA6jR9gOPt707/1fX/7/B922xM/EZM3D4cbPbcHN8fz335d/QCvD4c1odkYGIy62EGF+MXbQ8pX/oGMj/zIyMzMyMkJXOoENZmRk5GLlUBeVE+DgefftI8gJkKYkeNSWmYnZSla70SXFWFabnYWNlQW8kQKskWQC1ANA0cTIwCglIJFrFfHqy/t557f/+/8XajtMFSMDIw8bBz8Hz+BosjEyM4FCD7Tjlp2Vx16YTZXr973voPu8Xv7+c+/Xr9Pf/7/5C9oWDO1y/mdgZWTRZeNw4GPmYYOKwbxGMg1u2YOWqYFOZfrHwMD0D3yxwL83oBFxrNM2ICsYGRj+MPyHXPfMxMAMnkEAuQRi2rt/v05//2Pzk1kGtD/435+/3698+rrq7e9T3/99AB9txADeQqDCyukvwO0oyCrADk9dIMPxYhZuNh5rkf/W//79+ff/N+j0ItDJSCyQ23nB1uPVTrYkEyMzl5XAv4//vq//8OfOb9CWAPDVCQxMjIwCjGwOXBwmPMwco62CUTAaAiMCjGb1ERHNo54cDQHkEGBlYpJnZ1NiZ3n959dfpAMw//9n4GRiNORkcxPk4yX9iE9kK/4zMHz6/efOj1/fwct+kKWQ2UygC4mZvv75++bHDyF2DmIOsgTtBPjz7ze2q8TA601A7eH/DAwf/v0/8OWHFBtLnKigLjfXgY9fXv758+bPv/8M/0VYmE24OX2F+TV4eJnAJ2mClnOA9lkyMoBuMQZt8GWE9X+4ObjD9Fy//fq56OKOp5/e/Prz68+/v8xMzEKcvM5KxjmWoRYK+jj38iJ7lSy2KJ9wtIHHzTePjj25+vfvX+QmJhMTk4ogaOYBWZCBAdzy/fIHcjIPIysTEzcLMys9ynnkLgwjAxO7FDe7FDd4tcz/P59/fT/y8ceRz/9e/fn3DrTShlGAmVWHnctLgEONj9DwOSimwY1iMIEtGMFWg3bRgvpxIOX//jL8A53AD1rchU0DRAzS4of06CAiyOQ/hn8v/vz78IdBGiT689HXLwve/Dr8DdRohjkEdLvWmV9fn75h+Pef11uUmROxGgqkhxBmZGBiZmFiQIoc0JYcWh3nCnUNCx8HX5AYuy7Xz4tf/zz7/e/1n/+//jMJMrNpc3BY8LOJczIyU9Tzh1ozSo2GwGgIDHqAVPYMereOOnA0BEZDgCohwMrEZMjHl/fv/6o3H679+PXp77/v//+zMjJKsDDb8nIFiQhq8vLAW8CEbPz/7y+ovcUAXlQDOpkePJbPBDoEEbTyngm2AASrOX///7/0/Vf909eabz/6CfE5CwrysyGOlMHUAmrZ//59F3wsKawZhqkKOoz7+z/Di99/uVhYg8T5PUWEvoKOQwWdh8rDzCzAygq/BwCqH+xsBvCVVFARMMXIyCgjJFVgF+2mZv74w4tnn958/vWdh41TVVTOSEpDnF8UrIpWBDMTs42y8WSu4oVnt264fuTBhxfgJjXIun///194cbd53/xkE187ZRMONo5/f/78uPr5296PoFXvX/6BwocbdMMUpzM/py4fE8sAlPag3hgDIysvB4sHG7eD4L9voDhg+PefiRMUB0zsLGAFIO+g4f8M/369+P77Nni9zR/QZbqgq8RUOFmluDAP1/z5/dd/0HVu//8x/PvP8A96DCjj3/8s4Fuy0Zr4/0A7gEGYg5FZEdRk//vwN8N31PmV/wwMrAxMcixMAiygxMTw7/vbX59f/mb9y8CE3DwGdToY/r359+vU1z+W/EySLKBDftB8QgqXBdT4BsUbXNO/f3//vP/199Wvf9/+Mfz/z8TFxCzKxiLEjn+DMlw7VgYTKwunlgCHFh9or/Qv0LVpjCxMTGzMdFhIhtU9o4KjITAaAgMCBqBKGBB/jlo6GgKjIQAPAUYGRm5WNjthIV1enre/f7/99fvbv3/sTEwSbKzSnBxcoFNxUFohcI3IjL///j39/v3Up883vv/49BfU3ORnZlbkYJNhZ2NnYmRhZPzz7x8vMyMbE+P3f6ANAMh64ez/DKBV4g9//X386/udn7///PsfICaC/1xORvB5PgTdB1ndxMHEyM7MDDo8homNi5WB7NY6Dwe3mYK+GYM+yOWgm8MI2g9SSBXMwsyiL6OVwsRy7dWDBx+ew838z/D/1dd3q67sv/76YatbuqeK1bcD77/Of/fn5m/Q1lKYut8nfvw68e1v8i9uZxFmtgEr8EEdK042Zk4GVmGYy3DTf3/9/nbqw7dV739f/vn/M3i9DSjJMrKos3MF8XNaC4Bu7QU3zCFmHNtx9POHL//ZQctZQKpBnYB//9j/sTpwMd9g/vfy7/+/oDOhQDqYGRmFmJiEmJiEmVn1ODmd+RlZGb/t+vBzz5d/r/8y/PwPujmAmYGRl4nNgoM7QphNkhPSpmdhZWIFH98JsRFBMjIw/GX4+/zP30+/GSQQwuSykNPV/z9fQHcGf9/+6e9tSAeAgZGDkVmWlcOZl8tegFUU6jby7AL10JkZmDhxrc4jz9RRXaMhMBoCQwYMWH0wZEJo1KGjITBMQ4CZiVmEg1OEg5MM/3378/vY+w8LXr078fXnF+jBnqCFxBxMoJvCmMD3rvIwMX369/8X6kp9TLvA63ZAazVe/P579fsPt79/8HQAGBkZxNjZXfi47/38ff8X+CYwyMg9eFE+hAmxgpmBQYWdxYmP6/ePT4efXLn//tn337+YGZlEuAU0xRSURGTJX7KPbA3EMhqT//7/u/vuyc03j8DXpiENQTOC1izdfPvo8L3zZgyqDOu+/rn6G9LMRbjoH8Pfm3++7/3MbszLLEatAh+0zgbcVgWNgYM7RGAewlbyWf8Z/v24+unLjDd/LqFeJfbz/+/jPz7f/fXzxFd2Sx4OY14WEQ7QoPh/xu9fvkNP//n/7+9/UF/07/9//1j+88aK8H3n/n3jx58Xv/+//8vAxMAsycqqz8mqyMnMz8IswMYMnhVhU+L66fL17/Nff5///vf5LyMHI4s8O7s2D6soB2xQnJFDioNbk+PH3T//v4COHEJ4D3wbMbMsKzMvZK4AIYOfBZrJAa2+g4cb6CAoRjCAaPz768/XA++/zn0HulQBtgEEdM/Zwz9/rvz8c/8nX5w4qzhFfQCIRaPkaAiMhsDIBNSqD0Zm6I36ejQERmII/Pr37+Knz5Ofvzn57Rdk5Q+o0ckAOofl7y+G90z//4KOZGQAHchO9BEv4IFUhs9///2GXdeFNWQZGUD7gIPFRSXY2XZ9+PTs15/Xf/79+Q9qj/4HHyj09e8/0MZiZmZDLnZfPo6/7+8W79t24P75d98/g5uGjFys7FqiCikmvkG6TgLcAgwM/z98+/Ts4+uP3z//Z/jPwcImwSsixivMApoGweoEIgRBGwn+k72W+u/fP/9ArVhG0LZayIqT/wwfvn/58vsHFrsZGX//+/vw/YsPLz7yvQEvqIE3KSGqwSee/n38++/b3wxikHkRiARh8t+fv7+efvvz8hcjaKkOIxMXE+iGsqc//739w/DvPyM7E4sMG7MiO4sgGwszKwMkERA2lYCK/3///b774+8j8DE1SJ0diPH/Xv/7se7Lz71fvxt/ZNPj/Pf1L8tn5l/HvzAyMYLG/SGbgP8zgK4B/veXmZud20SYwZbh/+9//0GHwTIwsjIxskBOuvn/59uvH4+//fsEOk6KkZWRTZuL2ZaNiRUki5lsWUU5eeJEGXmZfu7++u/N3/+Qm7GZGBj5mNisOLnDhUlti0OuLGBG3CTN+J8BZaLs37c/vy9///cMHA4ow/SM/z/+/3X020+LryxC7IzsKHIEAndUejQERkNgNARgYLQDAAuJUXo0BEZDgLgQ+PPv781v3+/8BF2qhNxCY/7HwPULdKkw6LR/tIXXeE0GD98z8DExanKy8xJqeTMyMvKysbuLitgJCnz/+/fzX9A8wH/QEo//H//8/fj3LwsjkxgbqxgL06VHl+sOzD/66Apo4JwB3DhmYPj44/eJx1c//PwizMXvqGJy6N65xed3XHx55/PPb////2dnYVMUlAzQtA3Td5PgE0XdX4vXD0iSYO9AdpiiNcaRFGEw//37e+Pl3YP3zt188+jrrx9MjEziPIIm0pq2SkaCXPySvMIinHxvvrwDdbMgbWGICf//cbJyqojI8AvzMfB+Bc2kYNr5n4GJm4mRAzLXAtFGkPz/6833rzve/dj15e8T6LW+jJygDsD/D39B52aCbj5gYORnYjXh4AoT4tITYGKlVkuUEXRnGyPIK1hcCfYdqAW87/uvQ98Z/jGw/mP59wF00TXkFKC/oBkn0HzAH4Y/oHj/xwja4c3KxABa7Q8179+fP9+vfPq28f2fSz//ffz7/x/oBEwmUWY2Sy5uL0F2BR7Q5hWoWijFyMjIIcfLksr+y/nb3xe//rz8/f/rP9BcgRw7uyY3aK4A0lWDKidMgXYygP3CALq24B8jIyMzqgn/GRlA+QhrpDEy/Hv19/et7/8M/zCNdgAIB/aoitEQGA0BLGC0A4AlUEaFRkNgNASwhABouy9o3+CnX7+e//r9A9TSQlH1h5nhMyfqMCaKPBYOpJnMysggy8oSIsTrLSzIAV6VgUUpqhAjIxMXK2hZP/qS8r+/H75/fv3x/T1vn+y+fer005ug6QHkY/LBLctnn99svnHk9JOrKy7vvfvuGWhLKMz8B++fX311/+23T0V2MfxcWO70hSlEp///+8sAOkwdfBom6FB/dAV4+F9/ft167dCk46vPPrv14/dPBtCqGgYmJmYJHqEwbcccqzAjGa0s86CpJ9fdefcUtOn6/z+QaYxMwlwCwdr2McZeIrxinz3e/Hv95+9jkDNAshDMxMCkxMLhw8cmScJar1/vvn+a9/LHxs//P4K7M2CjoDtqYc1WUNy9/Pdz+7d/n/4xl7JyKvIhd0zAOsghGJmZ2FQ5fyiz/vv4E3SEP8w6FLMggn9Asw6g9j1oURbjPwYG0Mof0FGj///9//fr76+/oD3B/6E9P5j+////fb/46fO0V7/P/2QAzWCBJEAdyGd//9z89efuT75MMQ5VPqyb4Fm42Fh02Bh0GP6DrpmGdA8Z0cxnAJ/E9OfDrz+vf/0H79xl5GBiFgHv3AVd9AayDg2D52XABJLEfw7mf8psDELMDN/BkwBIUqC+ETsjqD8G8jiyxCh7NARGQ2A0BIgFox0AYkNqVN1oCIyQEPj//9+n379e/fz9+S/ojHR2RiZeFuZPf/5c+fr97o+fX/7++/L336XvP3+C1t2AmiLwlgtoPTikZYYRUqDGIlgQWf4/AwM7I4MGB6sdL5ctH48pPx8nBWeP/v///8O3j1uuHZp3dsvFl3e//Pz++x9ojgLSTANbDiWY/jP+/P570/Ujv/79/fjjM1gBsrsY3nz7uO/eWQ81S3MFPcg5oVCdEAp04sw/RtClVyi6GEBNUYgK0sh///6de3yt/eCiC89ugxwDalKCTP73/9+zj68XXtihLCydbhmWZhGsK6ly/OHlJ59evfzy7t///9K8IpZyei7KpmICYgyMDLwBoixSbN93fPz37M+/z/8Y/vxnhJwC5MHPaczPzI40Bo7Xgf8Z/v+69+3X4W//P/7HeYg+xATI+qLbv37f/c6hwANbMQ+RI5NkZGDkUOP9l/7v64q3v8/+/P8RtK0Xe9cCFEigFAg+BhR8ARjDP9B4Puhw/7+sAmwsbKClS8ju+M/w/8+v3z8vfPlz4xfDb9DBVciyDD8Zfp/78fP8VzZ5bmYO5MktFFXgyS3kiytAfSRwLgA56O8P0A7m71s//Lnx6/8XsOM5GJllWDmceLgcBVnFODC7Fuhj/wz////+y/j9L5cax3d99l/v//7/CrIC5NV/oEsuGAUY2R24OMx4mTlHa3D0qBnlj4bAaAgQCUaLDyIDalTZaAiMgBD4///z719HP3zc8Pbj1R+/Pv8FDTOzMzHyMTF9/ff/xe8/30GLKkCNMUZQQ5WBhZEBcijjn/+gsdqfoHXN0FCCtPjBfQTQMC07IwM/M+Of/ww/QNuCQS0ZFkYGMRZmVz6uKDEhTR4eFtCNvFC95FFffn5dcX5H68FFTz++AjkRtOYH1CBDNQ2095L1P6smr5yUuMjplzfAKlGVgFcTnXl2s3LnNE81S1FuAWYmZkleYQ0xRRlBCVB/ALxTE9NoRkbGf//+fvn+7effXwwM/1mZWLjZuViJuB3s778/t948fPDhJShQUcZ0QSe1fPn1/eLzO59/fBHiEXRQNXdQMfv99/evP78ZGBjYQLePsTL8A11uwMjAyMLJxmMvzGHE++/LX9D1Un8ZGDmYWARYwefTY7oX3dfI/P8//oOWuSML4WIzMvz/+v/v29///4E6RZiqwN2lf8ygKRFi3cDEysJjLsSmxPnj8pcf+z//PvQNdHsAuN0NNR/cHobHHRM44EDnWYLOAP3L8P//r9+/dGx1RaREIGf4QHWBFtv8/fcPfKkaxAS4BITBxAC6HnjrJxZZdi4TASZ2AvXjn68/fz34/ufxz//fQDtXmPmZmUVZfl3//m3Vh793/oCyBMRYBoZ/j/7+ufLz952ffEnibJJcaK6CqQLR//7+/XH784+9H39fBy1P+vf2H8MvkFsZORmZFViYRFiYREDnF3FZ8YN3HeDrpYCMG8WjITAaAqMhgAMQKOBw6BoVHg2B0RAYbiHw////tz9/rHz5ZuGbj49+g87Lh7fX/jP8hSxFZmRAbFpkYGAQZGYKFeQx5+X+8OfPqS/fdn76/uYP6AwWJgbQ/b4iLMx//v9nZmCQYGU24eE05eH+y8Dw5tfv57///P3/X5CFWYOLU5uHm4+NDdRFwAhO8I28yI0+DBVIAv/+/3v1+e2uO6eefn6DelQ7XBGo6c/IyMjHwWUpo5Ns7MvHwd1yYP6rL+/h7Ui4UgYGhh9/fh18cOHo4yvMTKD7WfnYuAwkVVNN/Tw1bLg5uOGDuO++vL/+6t6Dd89//Pn5+++fBx9e3Hz98N23TwyMjNxsHNpiin6atuYK+mwEugGMTKDZA3h4IzsEtNYE1ACEizEysoLa/Ui3DoNcCJVmZGBi5eVg4IVyyaaYRViZRJn/PfuLbgLcKaDpHrDkfwYmSWZWBSwD22BpUAyCZwaw+w6mBpNmZBPlYnPi5DTm+2by/vu6j39u/fr/DRSJoBP6+Zj+/2H4/+kfqJEN2z0L3noNWqLGAFkLxAh3K9zw/8xMLEzsjKxK7D+EmP9/AU8QwSUhjP8Mfy7/+rrmPYsMB7ssN2hjLqizi97O/v//H+hqsPVvf+3/+u/V3/+//oM6bmyMjPxMDD//g7or/9GnF/5//v/r+LefVl9ZRdgZcXQt/v35++3U+y8L3v4+/4PhO8hy0AwMJKiZGFgMOXjChVklOJk4WEBbCCAOHiVHQ2A0BEZDgCww2gEgK9hGNY2GwLALgd///l3/8nXD+8+Pfv9Fb+/g9iwPM5MkK8vtHz+vfv/95S/0GBMmRgZJFuZwQV5jPm4eFhY+FhZBNjZWyBg/aJYANLEAWraBvDQf1QqQqr//GJiRF1qgqkAF//////brx4cfX8Cr+dHbmowMDAIcvI6KRoYSqop8UuYKOsri8l9+fkv85P3u++drbx6C9gmgGgjiga4y+AM6POY/w4/fP3ffPfP2+0cRLgEHNTMGBsZff36eeXR15qn1B+6ff/vt09//oMNkfv39A9oJAJrhADV8d905vefumWLriDADdzZWdob///78AzWpmRiZQDMJIDtAmJmZWU9S1VhSbd+9c+DRaZBekARoSwGjqrC0u6o5HycPWIQeBCMDI5sCN1ekwLe/H/7c+sWA3E5mAd2QBVo88xe0FoWBnYFFk40rQpBDD/uieZBPwBMm5LqbkZWfg9OW/8+LX//e/v37/Q/DP/BZ+KqsTHKs/57++ffkD9M3ZsYfTAw/GUAzAJBjQBlBpwCBJ6sQ1v4Djfz/Ax+sxMxpwv836Ne35R//vULdLwFR/pfhz42fv+99Y5Pi+M/MyPAflFQhMnDy97sfX1a/+bEBsUcC1Nv4+f//p7+g/iR6AgTrY2T4/+7fnzs//pn+xTW38PfL7x9HPv+59JPhBwMDE5Ip4GmWPxd//nP9yyzLAu5Qgc2EEeDOzz+0biQkVWNxPUzXKD0aAqMhMJLBaAdgJMf+qN9HQwARAr///3v+6/frP6AWKkIUN+s/A8Onf/82f/iy59O3mz9+fwHf9gVps/z9z/Dw+5/Tf76ZcXOrCPCCFmjAzQE1BwkfFwNShWvHJOimV5A83EhIK5Ofg1tJUOr4k6s///xCm1LgYGFzUTZpcknTkFACbVIGN614OXlC9d3eff/UdmgxZMwe2UAYG+whMMHA8P/xx1fXX923UTJiZGI68+hq1c7phx5eBDc0oSpAPkU6y+Xv/3+XXt5bdXmfkpD0x59fLz6//frrBwYGBh42TnVReSt5PQVhGdDdw4xMelLqTa5pUifWnXhy7eOPL19/g26m5WPnNpJSTTXxd1WzYAGdswlzFO1pFg5WHk8RBg7Gr7Pe/b0BPgWIkYFJipndmZtVlePfuz//Pv5lYGFkkWZj0+dmV+Cm5GJavL75//Pp109rXv/c/uX/K/B6ekYGhi///1z8xfz5P6sDF0ciNysTK8d0HoYtoKmSvwz//jL8BR0IyvAXfPsXqFkOMZ+RiZH5P3h/NgMDqwAHl6fg72s/fu37Brr5C6ICmfz2/9/nvwz/GJhxHG3098Mf0IzEV9Q7AUAJEdkUVPZ/BgYWBtDOXXDyQ5WD8v7/+w86YekfWvoFy/5n+Pvo968r39jVeFh4keZ/wJLg/ABLhGAR0F5kBlA/GtQrAHVKYKKj9GgIjIbAaAiAwWgHABwMo8RoCIz4EGAEjzmyoLciQOECWdAPb95AWlUcjAwizMyv/vx7+wc0RIw8aQA6kp/h/8V/v2/8/Kn57y8LZOwfZBIVMGhpEMgpKA5lYmQS5RWyVdDfeefU00+vkRs8TAyM0nyiIdqOqmIKDIzw21z///j188efXypCMlK8IqAOAMhp/0HH70ANRzEf1Jz6///nnz+ffn779//f3z9/Tjy6fObZTdAgKyOy10GmIOP///8denjx7vqnr799fPvtI3SAn5GJj53LQcGg0DrCWsmYlYWVlYXNUtFQQ1Tx2aeXr768f/3lPSMjowSviKqoHNmnkSI7g1T2v99/vp//9HPvl/+vwUPaEP3/GZjEWTgd+FkE2CGTHKAjNpHDGqKMAvI/w/9/v//+/wHaysvIyPDv158vW9++Xv/q/8d/vH85GBmY/jD+/cX0h/076/8r/xlYGLhs+di1+NmVuUE3ZIGu0gJtAmYEbQIGMSAJFeIc0Fk9SFHKIsLBbsfz5+avvw9BswogNRDZ/wwMzAzMyqys8hyMLDhjlpGNkZEdtDYIPOME0o2CIQvm/oF2k0ACCrQhhZeJzZaT3YyHCffOXSZOZmYpVgYORtD6H4h7kM39y/D/xz/wyUagK8SQZUDXcWCkQ9AyIUxD0LSNckdDYDQERioY7QCM1Jgf9fdoCKCGADsTswEPtxvf9w0fvrwFb/+FtJ+YGUCX+/IyMf0D3bT1789/BnYmRhlWFhd+bl1O9nXvPu3+/B10WhCqaf8YGb4w/f/0/98/aAsIVZoCHtbBZsiBOfvvn3v7HbT+Htn4/6Cz/78+/PDi559fXMwsDP//P/v4cvuNo0cfXnr2+c2775+fgDoMoCXcHCwc/Bzc////f/f90++/v0HDsCBhsGHg7czy/GIGUqqsLKw/f379+OMr9JQhsDwuAmz7l4/fP4PayaDjfaBtyk8/vm67dYKDhV1VVF5aUBKiXZBHQJBHQBvCGTjy758/X/a++Trz3d97v0GHasIakf+e//02+8O/t3/4EiTYBEk4VJRIr/z9+ev76Y8/jn35++g3aFU9EwMDK+Ofe784P7KCVv6AlsMz/Gf8/5vpL9s/Fob/DH8f/vl1/TuXGmiXNqjnABr+/wfeFsDwl+HvP9C5oDhtZmZl4XYRZuJm/rb+w5/boON6QJueGRmY+JhYDDm4w4TYNXgZmBn//fnz7wdomdB/RgYmNiYmNmbIHWEsQmysehygawTewiYBYKEEaovLsrBZcTFyMv5/9/ffmz///zAwCTOz6XNw2gqwSnExIc0RobmPmYOV057vz52fvw5+A+1wgPZFwb0MVgYWNVZWHU4mTmbQRBOazlHuaAiMhsBoCJAIRjsAJAbYqPLREBimIcDMxKTIzZMlxaTNxXH1+4+Xv/98/vuPjZFJnp3VgJtDkYPj1/9/r3/9+fX/Py8zkwInhxwHx8ffvw99+grZo4jU/gE1+ZkYGMRZmBXZ2VhRtg3TKux+//1z6dmtA/fPgw7Rh7fawbb9Z/j/+efXa68ffPrxmY2F7fzja/1Hl2+/deLDj8+g8X5Qoxw0YMvMxGwipZ5nFcLPwbv95vHVV/e/+vr+91/wZVIMjNxsnMZS6lnmQbZKRoyMTKxMrAqCEkKcfC8+vQG17MEYZhtotgDMBjXfmMAdJywtNkbGv///3Xr7+OnHV/AOAEwXpTTWSRLiDf3z7uePXZ9ArX/w2ZbIGv+///fr6PffTt9ZBTiotbj839+/fz79+vP854+DH39s/Qy6x+AveLMvqCkNSlYsSEmI9R8L/z9mUN+MgYHh1///X/59+fTl3rV74A4A6Ph/8MofUNiCFgzhXmzDwMDAwsXG4yTCrsPz59Wvv29/gxY1MTMwi7KyKXKyiHL8//Hn67EPn099/PXkB9t3ZiYmJiZhFjY9Tk7Q8TsczNxs3L7CDP8Yfmz7/O8ZaBMwqKfEAJ49UGLljOTndhVi4WP9/+vfv+///v//D+o8cLJg7bsiBy/oujEVXqY8lu+a73+e+fbv9Z9/H0E9GkZeJlZtdk5vAU49PiY2wivokM0cZY+GwGgIjIYAVjDaAcAaLKOCoyEwEkOAmYlJhpsnipPr17+/P/7+/f0ftGiai5mZnZkF1oSFzAqAmmWg5i0joxM/780fv85///ULtN4YGmjsTIxq7KyxIvwm/LzwA3OgcrSh/v37++77p2+/fmI1/t///19/ff/958/rz2/nndm05uoB0AA/YjkQWNN/0GZPDVEFHWkNE1ltN1Xzu++ePvn48tPPb1ys7GoicjYKBuriipDNu+ys7G5qls8+vZl/buvjT69///37//9fBgZGVmZWPnYudhY2JkYGPnZudWE5fg7uPXfPPvn0ChaAYLsgxP//f//9/Qe50gsiQh0SZC4D6GhMMluK/3/9Aw0/Y12Jzsjw/83fP09//df9x4jULifP4f8Z/v9++/3bvg8/D335+/D33xd/GEB7H8Br0TBNRCQ9aPJjEmZiU+L48v3rrYu3OBm4/oGmm/79AZ9Y9Zfh759fv/++/fHj1w9Q05yZgZmPhZmfDa0JzsjIxCbOxSbOBbYNYcHvTz++bHnzffXHL4++/f77h/s3OzMoQBl+7vry0/YLT4wIpyYfuwQ3SxwbuynPn/s//778/efBr98Xfvz/8I9JnJmRgeHXla//JNhZpdlZBTnAhhNLMDIysUtxs0az//X/8+/zn78f/zD8/c/Ew8wswsbCx4a5/ZdYc0fVjYbAaAiMhgAqGO0AoIbHKG80BEZ8CDAyMbEzMbGzsGILCWjbCyLFycLqKCwozMqy5+OnRz9/vwQPmPMyM2lxsrsJ8hnw8UFP/oGopiXJyMjIzsyK1c2MDAy87KBDPPk5eR+8e3r11YPff/+ANgOguuff//8vvrx98vGVjpS6ILeAh5YtaCT/39+//0GHq0Da/XAdjIyM0oKSBbZRVnJ6V1/df/bp9etvH9iZ2ZSEJNVFFQQ5eZkYGfk5eCT4RL98+8r7b/HsK1t+/P0BHbeGzJgw/Odk47SR11MUkoYbSyUGIxOO/dNEms/EycwkxszAzAA+ZBNV038GRk5GJl5QGxdVgljef4Z/f7/++fvp9/9f//6+/vVt64efe7/+f/cPvDkbGkJYzGJmYORiYvgNvp0A0lAHHfbJ8Of+z9/Mv1hAbv0P2gH8/+9f0ME9DP+Y/329+PFD/ZP/7/4z/PnPwMLILMHMZsnN5SLIJs4J6ZT+/fuHkZERKWahaRt0D9rtrz82fvp77w/nPzZORjaQ8WA3/f/0/+eeb0wSH1llOFgFOJg5WbmNhP4b/f/9+cfXne/+3P757/X/P6d+fjn/k4GFgUmMmc2ai9tHiF2JhwnHZmKwqVgIJhYWJgEWBgEGBlkssqNCoyEwGgKjIUA5GO0AUB6GoyaMhsDIDQF2FlZTQUFDfr6f//59+/v33///7ExM3CwsrKRc/ERk8IGWinz//Pnn13///zMzMfNz8PCCjuRn/v///6fvX66+uv/x5xdMo5gZmZSFpJyUTbjB6/txHSz6n+H/118/Xnx++/vvb/jtXYxMzODGJaapIBFuDh5HdQtHdYu/f//8/feXkRE0A4A20i/AyZdtH8rAwbD51tF33z9///3z3/9/bKxsMryioTqOKWb+YnyiILMGE2YRZOfyE/z7/M+fC78gt1CBG+agxe5Moszsvrzs2tyMTORML/z9/uvbiQ/f93z6e/836PKsr/9AF12BbuSFNr6xB8N/8PJ3G64/F378Pv8TeiwpI8Pf53+ScSE4AABtpklEQVS/Tn//Sfzz/w//QBtuwXsA/jKAbqL4y/T354Pvv97+YGJgAq1IY2D4e/PX77M/f1/+zpsqxqEMmpgCr8XHZu///6Cb1CCX76LJMzEw/GL4c+XH7xc/Wfg4IFMg///8/X704/flH//eB+0n/v/nPwPoIjiGvx/+fH/w6e/D33zZDBwqvIzM0O0f2P04KjoaAqMhMBoC9AWjHQD6hveobaMhMPxCgJGRhZmFhZmBG+ucARX8+//Xr1+3Xj1Yf+3AicdXXnx59/8/AxsLi6KglLuquY+mrSC3wLOPr44/vvLl53e09jdoFJ/h/88/v3/++c3EyCjJL2olp3Pu+e3Pv76hues/A8Pbb5/23TvnqmYBWpT/H8tBK2ha4FxmZhZmHCcdMTIxqUsrN7ilRxl6vPz89tnn1z///BHi4tMQVdCWUObm4IYbMngYTEzMXGaCzEKs3/Z8+Hv/19+3fxm+/GNgZ2SWYeWw4+GyEWDmZSfDtX++/Py86fW3JR/+PfkLmlsArSED9yzQGtkYRjOJMbPacTHxM/97DdMIUfOf4f+X/38//mH8BtocDDqdCTQD8JeJgRHcDQDdowxRCCYZ/3/9/+vY95+mX9hkuJg5mXAup2FkZBJgYeTF0V7/zwDquvz8B9pAAt778ffbn9+Xv/97Cr76F7SdBGIbmPzF8Ofyz5+Xv7LJcjFz4TAQrHCUGA2B0RAYDQE6g9EOAJ0DfNS60RAYDQHSQuDbj++7Lh+dcHLViefXfv7+AdPMePLJtSMPLt5//yzDPOjH759ff8GlYErA9P//DL+gI/RMgtyCTsomG64fuf76AWZX4fe/33ffPXn+6Y20gMS/f//Q1ouDDUMnQMeA/v/HgPseX4gGIR5BCx5BCHtIkExMzJxq/GxK3P9//gUNh//6x8DMCFpGz82Ks92M12P/Gf7/fPwNtGX2MfhcUSLnD/4zMPIwsvvwcHkLfN8BvrcLbWcCuMENPpnn/1+G//8Y/v39/xcUHwxMWpxq8DNfoU5jYvj/9f/vGz/+Ov7+w/D37+c/zP8YQfcFszAy87AycUJP+AHdg6bIxW7H/e/VX8RNYdCFWwyMvIys+hws4uzwi7pAkQ85PRezJ8MIuq74z72f/77/YeaEb6SBOmeUGg2B0RAYDYEBBKMdgAEM/FGrR0NgNAQIhMC/f/+efXq57NruQ08uglrbqCtPnn95u+/uGR91G0EuPkVByfPPb/0FLQZhgDbuwWd3crKxm8toqorIQUacWZlZGDEbamBX/Pv///Gn1+ef3dSRUOFg4/j79/c/sAnMTMxIK8XBSmEEI/iod9znOsLU4aD//QG1honpaeAwgLbCzCwsDCwsDFSapfj/9d+/T6BLoElwNCPD/1///z749ff1b9ApoNjG0MGn8TP+Y/j/DzT8/4+J4R/oAgGGf2wMrKB9BaAGPpKFoFt+f33d+e77y++/rv5g+8nM+J+RkYORWZaV3ZaXy5SPhZedgZGRlY+dN1KMWZz1+45P/579+ff5H8Nv0EYCJlEmdicebh8hNjFORtgRQ0wczEzKbAx8jAyYq4Ygl39xo81FILlnlDkaAqMhMBoCAwRGOwCjYDQERkOA+iHw/9+/f/9Bq7FBTWdcLW4irP33/9/rL+/vfXgGav1jmvMftG7n7bePulKqORYh//7/23///Jdf33/9/cPw/z8LM4sUr3Cgpl26eaAM+Kx9RkZGYW4BOX7xG28eYx6/85+B4fnnN9NPrv/66zsPG+edd08//fjKzMQkwsVvJK1hpaAvzCOE7mRGRpzN9//gMGD4D7qKFUcXgYku68L/M/z/++XXnzc//335x8Dwn5GViVmYlUWQHafL0T1JBT4jAwMzLzOTAOg2CSzGQfb1Yu2Y/WL4ffLHL42vzPJsTNIsf2+CryWGdOZAC7xAB4aCDyQFD/8z/GViYGL6z/j3/9//bP9Bd2ZBZgzAEwUQe/9c+/X1zrv/v/4z//7/F3R2E0j496mfvw59++3/jTdcFHQoECMjqwAHr78Ypy3/3w9//r759f/7f0Z2RhYJNhYpDhZOVvDSJZBGkENYmFlNuZgCvv3f/gO0uuk3yEkgOUYGBh4mVhtOTjt+Zl5WaKcUJDGKR0NgNARGQ2DgwWgHYODjYNQFoyEwbELgz98/9948PvHo0q3Xj77+/sHMyCTKLWgopWYmpyPALUCmN0H3zUJWYKC3EP8zMvBz8Ahx8XGwcdooG8sLSV1+fvvpx9fPPr/58++vGI+gnoSKkYwmPxc/xGpmJmYlEbkUE7+nn99cfnkPIohM/vn379LLu3V75/759+cH6M4DUPuRiYlZgkcwWMs+0yJEQ0IZ3NxE1oTOfv/1w8mHl88/u/n664f/DP+5WDk0ROWtFPSUROTQ189gdmnQDaOU//fn72/nPn7f9OHPrZ//P4Mb2qwMzFKs7A7c3O5CbCKcyG1ZSi3Dp5+RVZaTw4vv25v3/x7/BTXNQbfjQjT8Z+QCjeP//wFrOkOEISQjw//v///e/83pws+Uwfxt5fs/V0HNcdCQPOgwf0YmISbGT0ygpUr/Qbf/MjH8/c/I9I/pH4cfL/t3rr+v/vx78ff/u3//f4P9Dj476P83MBs2hA+x59/Lfz92fGHV4WQR5oAc2sPEzMwmysUgysCgClGCnWRkYOSW5GdP5Pxp8uXXxW9/X/z+9wp8+ZcgE6s2B6cNP5sMNxE9PYw7F7DbNio6GgKjITAaAtQBox0A6oTjqCmjITDCQ+D///8fv3/afv3I7DObzjy98eXXd/CYPQMbM6s8v3iErkuSqZ+8sAzB1jNaMDIxMckJSDorGd/78Pzt1w8I2f8MjEzMKkLS0fpuGuJKoDujmJjlhWXkhWUYGBj+/fvL8P8/1skHDlZ2fSlVWT6xyy/vQtq+jP8ZWf4z/WX89w+8XOTv/3+ff34FWQS6Iwy06AR0zfCnN0sv7ZHhE1MSlmFnw3my+99/f2+8uDvz1Pp1Vw++/Pruz7+/oBFiBiY+di4bed1ci1BHVTM2VnJ20ILcQzr+++v3l91vvs559/ce6IAauAH/Hv79c+3n36e/+VLE2YQgp+DDJWnFYOFi5/MTZZFg/b4TvK7m3Z//vxgY2RiZZVnYTLn+vv/zc8OXf+//gTfWIrkB3FZnYGJk5mPjcORjU+H6dfP731e//776zfCXgUWY9a8AB0M1478f4GNAQZcAMDL////n/18uTyFBPbn/3//+vPn168K3v8/+hO48BkcJkgUwJhPDvzf/fl//8c/sD6QDAJMgTDMyMLJysrOYsXGZCIAu//oJ6uEwsjExcbLgPGsIdL3vvz/vf/5+9OPv69+g/gkzI7MwC6ssB6sIB+SgUsIWj6oYDYHREBgNAXLBaAeA3JAb1TcaAqMhgBQCP37/2HvrRPP++ddfPwA1rEGtZ9CA/a8/v2+/fbL44k5VEVkZQQkWZtKOCmJiZJLkF8u2ChPnEdp2+8TLL+/ef//y7/8/AU4efXGVSH1XJ1VzLnb0Jiyo6Y/kNmQmIwMjFxunDL8oKxPr77+/GBiZWP4z8f7h/Mr84yczeHkJzOXIuhgYGb/++n7r7ePPP7/i6gD8////5afXU46tmnd+268/v8BLPkAh8J/h/8cfX7bfPsnKxKIhpiAvQr+j3X+/+flj9+e/d/5gLqD///H/r+Pffrl+ZxXiZIQ0ukk5+AglcIjmMHOx8TiIcJrw//sCuuLq389/jGxMLCKszIJsv59///f+768936DTFHAzGRmY5ZjZLblY+NmYmJg55Hk55HlBi3v+/vvPwMDEzMTx45fJMdPD847+/P2TlZ0VdLnY7//iemICQnz/Pv3+/+c/Ey8TIy8zaM/uX0hnAm40OoOR4T/Dn//YpiHQVWLlg2YxmJgZOJiZOQgn8n9//v64/unr+ne/T33/9w503S9oRoSHkUWTndOXn8tCgJmXjdTeMlZXjQqOhsBoCIyGAFYw2gHAGiyjgqMhMBoCJIQAePj/y9GHl+6+fwZv+EL1g1sxn39+e/jhxc/fv0jtAICH9plkhKSybSKijbw+fP/8/vunf///C3DySvKJ8HPyQ9quULuIoBgZGUV5hOMMvd59+7Tzzqkvv378ZvjzjvkzAxMDKxMLEyPzr7+/sLYTQSvpQSfN4LTj3///T96/OPX0Orj1D5o6QChlZPz//9+9988efXiB2gH4//cX+FasH+DdsaxMzLwszFws4GNtELrJZv3//vf/R7DJmEYwMvx78/fv01//DaB3+v77+xe02IrG2xIYGZhYeNgZeNgZJFDcxCTDw5/F+FXh/c8jX/+/+/vv099vjL+YuZi5lbi4/AW4LASRW9WgTbUwd3JwcMS2RPPw8Dy5+OTl5Ve8Ajxy2jLG2toMC76+e/j+/3fQHc3/3/0FXQeGYiGYA4lpCMnAwMjHxCjA9OfVz38f/4Ca41zMLLysTCzUryX/M/z/cf/L5zmvfx/78f872HpQVxF0qumvF9//3Pn1L/Uvj7sIMxfrv39/mZiYwXkI7OBRYjQERkNgNASoBKhftFHJYaPGjIbAaAgMmRAANWj+/Hz77dMf0CE84LYMktv/g45M/88MOi6RkQG0MIiBjAYNKwubKJ+IKJ8IksFkMllZWC0VDaT4Rf3uX3j4/vmTT6+//f4pwMGtKCj17tunZZd233v/FDyJATMf1EL7L8UrYitvwM/FCxPFpP//+vvn91/Qsh9MOQYGBsh1BHCpv7///Lj86fuuj39u/fz3CXR2DSM7I5MiG4czL7e5ADMnG1wl2QxGTmZGAfBhmJgrzP8zMHIxMvIxg3wKtgC0J5j2exLAVmEhGBkY2SV5WGPZ//j9/vfpz5/3v7kY/jBzs3CKcbEKsuG/d4yVgzWsIYSBgeHFzRcsTEwsJ3//WPnp58OvoDU/kMSItAmYAbQRGuKA/wysjIycjAzMDIysjKCuwvf/PzZ9+bn9y/8/DAzMDEwCzKx6HFwuAuwqPKRergyfRoDOrkAshJH///378/DH37u////6D5qcgYmDerP/Gf49//vrxNc/RrzMcixk5BS4YaOM0RAYDYHREMADRjsAeAJnVGo0BEZDgKgQAK2rYeWQF5DgZeP8+OMzqE0JbUqCGkIszMxaogpW8nocrBz/wYARdE8wUSbTSBETE7OiiJyiiNy/f39//fn1998/FmZmNma2998+KAhJzjq18dqrhz///PrD8JeJkYmLjV1HXCnFxDdQxwl+STCmwxgZmaT4RbXE5K+/fgBZ/Q+eDAEdVcPw/z8bC5uxlBrkNFIGBoY/33993fP266L3f2//Bg1O/wc3VBkZGC79+n3u+9/IX7yBoizclO4WYBVh5/Dg+/vk99/bf0AX6IItAbv8P6MwM7snD4c2DxMjbLICGmVgeVoR//98+/3n9c+/7/4w/P0PWtkvyMwixsHMzQppKDOxsbKJsoL23ZLlAAl1ie/XPnzY/vbPo18gAzBuG2BkYWAUZmbkBjX6mQSYWbQ42LQ4GXmY/r7+/X3Dxz9XfoGiA9TfA+n++//37zM/fp/9zp0ozG0hyMSGpbr8///fn4+/QJMGX/4x/PvPyMbIyMH0992fv89//QfP6jAJsrAqcrDJc6HMYIBujWYCrUoC2YOKGRkY/jL8vff776tfDNLcpO5GQDVrlDcaAqMhMBoCOAGWEg2n2lGJ0RAYDYHREMAWAoyMjELcAmF6Lh9+fF5//fDbbx9Bd2/9/8fCxCzIwWenoJ9uFmChoA/eEAka5cRmBk3FMAfAodaBlpWzcUI5DAxCPEIxxj4m0pqXH9159unNF4bv7CyssgLixtJa6uIK+NcvMTEyygpK5lmFMTEw7b53BnwaKegmARYmFhEufh81y0yLYFkhKVCH4P//X4++fVv/8e/136DgQD6O5j/Dv8d/fx74wmHDx8zNBmkWw51HKoOZjZXHSZhFmPXb9g9/n/75//bvvx//GdkYmGVY2R15uB2FWAXI72P8+/Pnz9tff9+Dh7EZGZh4mJlF2Vh4WHGtX/r399/Pe5+/bn73+/T3f29BJ3CCdlsIMbMZcHL5CnBo8FHe2P3P8P/f17//v/1jgDXiUULsPwOjABNnHD+nGS8jGxMjFzOLABsTOwsDw/+vJ96BTvH/C+q6gmIEru03w+/zP79Lf2RV4GCT4ULbW/L31+/v5z9+2/Lxz9Wf/z//A3Vp2BkZ2RihNx78Be3zBc3qSDNzuPNyewqxSXIxQlYuMTKySLMzy7L8ffKb4TfYUriNEAYHIwPkcjEId5QcDYHREBgNAWqD0Q4AtUN01LzREBiRIcDCzKItpVbjnOyrYfPww4snH199+/NTgINHS0zJVFZLGnwM/4AEzL+/oDUfoPUtxFnPzsquL6ulL6sFOqoSdC4QaG8ncVoZWFnYrBSNFASlzj+9+eTTq8cfXv36+1uIi09PQsVcXhd+jcD/////vvvz7+UfkLGIUXkQD9L6/PfqL2gAWAFnvwWslCiCmY2V21SIQ5f33/e/fz/9+Q/ed8ssyMrMx8rEiDFCTpSRDKCNtq++f9317ueBL3+f/YE0YRl5mVi02Lh8BTj1+ZnZ0XfBghaJ3fz4aeqr3yd+MPyANnlBrfTn/77f+v37xo9/OX+5jQUpnBpiZGBg4mdhEmD+y/gHSx/gPwMDJxOrEgeHGh/yeaygSamv//59xdZtAN30xvD74PePX56zW/GAzvSU4IQc0fPv799vJ95/mfX2z9VfoBCABx0k0mDR+v/3/7/X/3x78uHf5398ceJswhzgBXCMbPJcXBGCDH///z7/E3QsKWhLM9gIZkYmORYOd142eU7G0T4AOEhGidEQGA0BWoDRDgAtQnXUzNEQGIkhwMjIKMYn6sonCjmI8/9/7Hdgffnx5f7bp08+vvwGuiiAWYiLT0lYRopfDDS8+v/fj98///z7y8jAyMLEzMbMCmpsoS9NAbUboU1IIoKZCTS+DmuOEaEeoYQ8jYyMUoKSUuAOz7+/f/8z/GdmYmKAL7MBmw5akc4KGirG0kgFTRAwMLAxMrIzEe9HsKl4CEZmDjZmDgZWQTxqSJD69ezrp3kvf277+v8TJC7Aev///Xv795+rP/+m/uF1EWFiZfnP8O/v199/3//6/5vh3/c/37Z++HPmJ8Mv0PJ6sAYY8Yfhz/VfP09/5dDiZeEhs08CM4uRVYaTw4MXdPz/47+IPQDgUGXkYWQz42CV5wTfEAzTAToVlJFJkIWJj/nfM+z7N/59+Pdrz7ffJ378PP6FJ06EU4efiZX577ffv858+3sXdBopyjp+JIOhTGaG/1///z77/bfDN1YBdkiznpmVhcdGmFWW48fRT38e/Pz74s//L/8YWMF3ElvzcJnwM/OywZaQQY0ZpUZDYDQERkOAimC0A0DFwBw1ajQERkMAGgKg1jyUiaB+/vl5+dmtRee27b175tXXD7/+/mZiZOJj59aXUA7WdpDkFT337MbN1w+//PrOyMAoxMmrI6TkpmmpJqXI8J/hxafXF57evPXm0eef35gYGYU4+bTEFfWl1Pm4+BAWYGWh9x+wKqKJIK5pB0ZGRjZ5TjYrrh8vP6O0oUGNUQZGYSZ2R242BdDlWDicBdpJPVDbQ/8x/Pt55euvQ99BLodtH4C68z/D33t/fh77ymnOx8Tx99uJjz/2fvp77/f/7/8Y/jGAlv18/w+Z4oCqh1BMDAw/Gf7c/fn3y2/QtgeyOmsQk0A3g3Gx8fiKMomx/tj28e/TP//e/f3/8z8jMwOTODO7LQ+3N3gdDqhrB5rHYID1wNhUONlduP+9//vv5V+QGJobQD02xv9f/v8+9P271Ec2OU4mIQ5GRsb/oLkluM14Gf8Z/r388+fZ7//a/xhZmEA7YxhAQcGuAIro/7//gVYu/frHANpxwszMyYI8QYHX3FHJUTAaAqMhQCYY7QCQGXCj2kZDYDQESAqBn39+Hb9/oXn//EP3L/z5B179Am4Mfvj+6fHHV8ceXWVnYXn99SPobP7/4HFlRiZBTt5jz6/EGLr//8+w/OLufffPgg4a+g+aH2BnZpUTEAvTcUow8VUA3S+G0hT9/+8faP5hoLca4wwfRkZWEU7eGDEmYZafB76A7qn98u//n/+MnIzMcqwcHnzcLoKs/DhX5//79+//v//MNDieEqeDkSX+///35S9ohytaKxncewFtYL3/68eNL39u/fyx+uNfyDA8RArUjEY2CMb+D5oTYORkgq6PhwmTTbNwsfE6inAa8f37+Ofv+9//vv1jZGVgFmVjFWOHnK309/fvXw+//b7z49+b3///MTCyMjFLsrBZcDEKMv/a++XPzV+g+8gwT09lYvj/i+HP1R+/X/xkEeBgZGdmkWVl5Gb6//UvOCETci83ExM3099ff34+/Pr77g/INmhGdiYWKTZWFU42Cc7RRj+hEByVHw2B0RCgJhjtAFAzNEfNGg2B0RDAGgKgiwK+fdp24+iRh5dBrX+UJTGM/xn+v/32ATwcywhaLQNrWb7/8Xn1tQOHHl789///iy/vQCe6g45nB9nw7fffG68fzTy9SYCDN8MyhBP1LjDQ6DgFA/+/fv+8++bxzdcP3nz7+P//f04WdgUhSU0xJWFeIZDd1MCMjIzsktwsMWx/PH/+/fj331vQXbBMvMwsUuysYuxMzPhKZtDsCkp/hxoOIt4MRkYmAWZGLibQ4fqwmILqhnTcmBl/3/z+c9vXv4/ALWOsi3r+g2MbvDKHgZWBRYOVw5GXmZ+NqJY01DJ8FCMDEys/BwM/A4McmrL/fz7/+rrv3bd1H/7e/v3/O3gsnomBiZuRRYedw4+Pp0js16mv3xZ9+PcC23Kg/wz/vvz//+0vw///zKzMHNZ8f+78/LHr6/93GPsHmBhAe0jAAcLAxMgozcThwc0kzvJl59sfmz79vQOy+h/Dvz/M/1i5Wdh0ObiDBDnNBFi4qRYCaN4e5Y6GwGgIjIYAGsBXzaApHeWOhsBoCIyGAHkh8J/h/5efX598fP37729QEx/TFFB7Ha05CRo3/vPvz9NPr0DKGVFX0oPVfv71/c7bJ19+fkPrAID3WYI0kYr////37MOrVZd2LT6/4/6H599+/2QA7UZgEuMScFMxSzcP1JfWYMbbOifJRmY2VmZJVgZJFE3//v799/cvruVDKEoHgsPEwMShw/PL6euPjV9At4z9h51UBNr8+p9JjoXNjZtJkJnh+z+crXkmBkZeJkYu0HFBTLxMLNrsXD4CHLr8zNjO2aSuF//9+fv18Puvc9/9fYC0S/gvw7/3/38d+fH31R/efFFOR76/D3/92Pbl/0dw+x2c0kDO+M/AyMHAosHGLMYGPsGTkUOGhymDhVXj/ZdDn34+/sH6nYnpPxMjLxOzDAuzGMu/j//+f/zLwMz4V4SB2YSDy0Tg15mv35d8+Hv/D+guAgaGv0z/vjL94PrAxnDw/79nfxjyGLmthJjYsHaYQPaP4tEQGA2B0RCgIhjtAFAxMEeNGg2B0RDAGQLMTMxcbBxMTEx///5F3934H7QeGvueV3AbDF09zJJ///99/f3j7z9sg7UwNVhp0CL6///RJgr+////6vPbKcdWzji98cP3TyD3gBt/v/4wPPj1YvHFnV9//2hzz5ITlsZqJrUEGcHblqllGi3MYRPj4kuWYJF7/+PIF9DRou9AS/xB65dU2Di9+LgsBX49+Padj4nhP3gGAM0F/xiYJJg5Y/g5DHkYmBmZuJlZhNmYeSg98BTNElzcvz///bn5498rjIX+jKAZiX+P//w6/41dl5c3UYxJnPXHns//Xv/9/+U/6KIGZkYmYSY2Wy6eICE2aS5G8C4CBgZGNmFOlgA2dkeBnx9+MP8Ad1I5mZmFWJk4mf///ge654sRvKWbjfH/j3/fHrz/9xphNet/Fv4/3IygtM/479Gfn2e/gK5lEAEdE4TL/aPioyEwGgKjIUAtMNoBoFZIjpozGgKjIYAzBJgYmUR4hDzVLa+8vHfm2c2/kD0AkMY9ExMnK/vf//9//QFf3gRqc4ObY/8ZmJiYhLj4uVk5Xnx99/P3L4xuwH8hTl4jKXV+Tjy38+J00v9//xmZQZbBVfz9/+/O60e775wGtf6RFymBVf388/va6wePP7yQE5LCcAncDCowQN0SKhhDUyMY2YS5WELYuN2E/n758+/Dn/9/GJi4mUDr7AXYGZmY/sv9Z3Pg/vvi0//XsLUx4CgFzenwMLLZcXG7CbFLcON34r+/f/9++f3vyx9Q+5uJkZGLmZmPlZmVGdQxw68TLPsftEWXAW1hPShWcRvw/yfDnye//3//yybFzRLDzunI//fN778vQZuYGdkZWaTZ2FS4WATY0cxkYmbmEOLiEOICW4tEsDEwIHnxL8svRk7I5V+QdA9SyQS7AA60u+D+rz8ff7MIcZB7OivIwFE8GgKjITAaAkSC0Q4AkQE1qmw0BEZDgKIQ4Gbn8tSwEeHiX3/14L13z15+fffzz29uNg4NUXk9ceUXX95tunHkyac3P/6AjgFlYmQW4OCxkNGK0ncT5RZYdXkv+H6xT6BWHXi6gIWZVUlQMs7APUTXGX39DxHOZGRkZGRBX2vx////Tz+/fvz5FUcT8//Xn98/gWSJsGAEKGFiYWESYmEVwlxnz8DKy84XLs4szPpjx6d/L//++/yP4dd/BlZGJjFmDicebh8hNjGM5jJSiIHuGXj/4/vBDz+Pffn79M//X/8ZmRgZBZlY9Tm5XPjZFXmYMOIOSTeU+e/fP1AsgztvUCEGBiY2ZhZlDiahL3+/IEbiobL/GRhYGJgEmRlZmRj/MzBzsHIqszIoQw4LAimBLXUCscnAjGzMrKocTOLMfz+BJkxQ1kdBrOZjZmKn0BIy3DWqZTQERkNghILRDsAIjfhRb4+GAP1DgIudy17FzEJB//uvH59+fPnz7y87C5sgFx8nG+eXH9+CdBwfvn/+5OOrTz+/crFyqInIGkpryAqChtu1JZTtFQ2vvrr/9OPrDz++cLCwqYnIOiobW8rrk9H6x+VxRkZGAQ4eYU6+O+A+Bko34P9/RiYmOQFxWX5xmg7/43LbUBNnZOXn4AsQ57IT+Pvxz983v///+MvIwcQiwc4qyYF5TRiq7/7/evnt85JXP7d8+fcG3FaGSv//ferH7zPfeJKFucyEwH2A///+/P37HTRF8P8/AxMrExMXM3jvBKjVj3WrBhMzM6cV/783f76v/fj3EUgj6NBP0MQEAyMnI6sFB6cbP4sAO3IUU6tJzsTEzGnE9zfq9/dVH/7c/s3wE7z/GGI1OyOzPjuHGx+LCAdscRHUz6PUaAiMhsBoCNAIMILWwtLI7FFjR0NgNARGQ4DUEAAf4ckEWk0NasYhdP///+ffH9A1YX//MjMxcbJxsDCjXzeLUEwW6////x++fVx2bvvkk2tuvnnM8A9xzDsbK7uFtGa+dYSPlh0bK84DOsmydsho+vf3z58Pv/++/83wF7SIhYmHmVmIjZmTlVpNZEhA/Pv39/Oe11/63vx7+hdlmBx0vRwDAysDZzgvX7okMy/rzxufvx/89Of2T9AyfYb/jNxMLKrsHLZ8HFq8zKz4xrb+fv/9/dLHn+e+/Xvx+++bvwy//zPxM7Foc3Da8rMrcIO7EBC3ECD/M4AuEWYA3SvGwABquaOmWGy6//3+8+P6559nvv559uvfqz//f/xn5GYEOduOj0OVh1DXCJuJo2KjITAaAqMhQBYY7QCQFWyjmkZDYDQEhmcI/P/8/cvR++f33Dn97POb55/f/v33T5CL10hS3V/LTkdKjYWII4BAXZh//8FD1MMkjEBrcl5/+7r3w8/DX/89+80AvsWBUYCJVZOd00uAQ4uPigf4/P3z59Pal1+nvvv/AfMoftBWXRYTdp4s4X9v/35b/uHP1Z8MP0CCIMzIwMDKyKLOyhUpyOMsxMyDr58Garv//ffv19//P/6CdoOwMTNzMTMyMxPZmfn39++vx99+Xf/65yl4LJ+JgUmEhU2dk02Fm4WLjVCs/wfd5PD737/vf///Bd0LxszFwshKrNWEDB+VHw2B0RAYDQGiwGgHgKhgGlU0GgKjITCiQuD3n1/ff//4+vP7v///OVnZ+Th4WFiInXAATav+B48IUy3I/v/7++//H2iDmImNiZGqG0X/M/z78/HXn+c//34EHY7JyMzILMLCIsbOzA05nOf/z+dfP81/9XPbF1Cj/D/SODcLA4sWG3eqEI+dMBOVLib79/fv553gGYCXGDMA4EkAFm1WNnfu38e+/z7zk+EvykIt0Hqe/wwsJmz8FZKcanyMTDS5LuHvj9/fTn74tur970s/QJMPoGj5z8DGyCzNwuHJC7psWIqLRlZTLUGNGjQaAqMhMOIBvnnSER84owEwGgKjITBCQ4CVhY2VhY2Pkw/T///+/gXtLsXduAQd44PUSMY0gRSR/78///px8dOvy9//vf7D8Pc/IxsjswwruxEPuwYPMyuxfRKsNv779/ff9z//vv39efvb980ffl/5+f/TX4b/oM4FoxATmyUXt78QhzLPf4b/P05//rXn6/8P/8Hn3yMZ9o/hz7VfPw9/4TDkYxNEq01Ay4RQm+dIGnEzGZmZ2LS5WIzZf+37xvAdrA4emP8ZGHkZWQw5mPiZoZf1wqXACiFLhv49+vP7znd2JR5mNup3AP4z/Ptx4/PXhW9/n/8JmQkB28zI8IPh7+0/3159+P/nP180C+giZ9DVFmDJUWI0BEZDYDQEBh9AK7IHnwNHXTQaAqMhMBoCqCEAPguIYaAGWcHte7SGJ6r7qMT7///fz0dfv6x+83Pnl3+v/4FGu/8zMDCB1sF/V/7MFcLP4ynMwssBWlDy7x8z6GAcYl0FMvnx1+/7Pv668v3/m79/X/z59/wvyHyQy/+DWu6v/32//+nP/V//88TZlbn+vfsDujQX03hGBoZ/DH/v/f775heDACcDI+ie3V+Pvv959pPhB+h8eyZ+ZhZ5DjYpTuLnBxgZGDnkeBgzGL5KvAOtOHr/7/83kN8ZWRmZJJjZ3Xl4fIX/fPj9g/cLyLHY8P9f//9/+ccA9gc2eYrE/v/7/+fJr79P/4CCCy1AmBn+f/n/+/z3344/WHjZ0A6ZpcjWUc2jITAaAqMhQG0w2gGgdoiOmjcaAqMhQOMQADXtQM1L7Nb8/vPz55/fjAygM+A5WNiJ39OJ3TgMUbp1PP58+vV149sfqz///wr2LchLYNf8Yvh7/fe3VR9ZFNm5TdkYmRiZQCuC0FqjYJVIxH/IxWcMDP/+/f127gNoDPvkD1Cz/t9/0KE3TOCuBZJ6hl8Mf678+nX1G6sCByMvMyMrI+zYGmRFYDYLAwMzqCPw886Xr+ve/Tr67d8bcHfiPwMDFyOzLAunNx+XixCrEAeo7wTWgZ9gZGTiUORjSWX/7f3j77s//17/Bp0Eys3EIsfOpsDFzMXKzPuTzZTz793foCVJELNg9wwwMDEwK7CyqnAwgW4MgMhRlWRiZOJgZGTFEdr/Gf69/Pv39e//Kv9BcUJVm0cNGw2B0RAYDQEqgtEOABUDc9So0RAYDQF6hAATtuU3////e/L+xcG7Z88/v/n664d///9zs3Goi8jZKRrpS6uzshDcmkkPl5Ngx3+Gv+9//b76E9T6R1vJAm7s/n/19/fdH/8N/zGysBBebPL//7+/f5mYmRkZGf+8+/Ft3ftfh79Dx7BRb0NDuJCR4f+Xf3/ug9bZsxtw/zT6AtLyEywPaf3+By3wYRJiYtXnYGRj/H7xw5cFb38d/Q5atwNRwMDA8PX/n1e/vj58++/rX74wcRa8G3PBRiMIFh52FjXIRl5Qjw9sJJhgYGDhZecJFmHkYPqxDXTPAMOP////MEAu+WKSYGFz4GLkZfr14jsj+KZhZi5WKvbZmBgYWWQ5mOVYQJMAf0AhgHAxmMXIy8TEAzrFCswbJUZDYDQERkNgkILRDsAgjZhRZ42GwGgIEBkC//79fff1w9kn1+ed2bTz7umP37+Al3+A9uFysLKbSKnnWYZ6a9lxseO7fIpIu+ip7P/f/6BLcHFYCVro8vkfSA0xpTgjIzMzM2ikn4Hh74c/fx+BT/JB61egWfSfgZGZkZGLiZGJiV2Jly+H4avku18nv/3/+O//t/8M/xgY2BmZJZlZDNj/MzJ8mvrqz51f/+7/ZviJOpMA7qv8e/f/95nvv51+snCzQdyAZhUhLkYHh5GRXYKbJYaVw5L37/Nff1/8+vfx3/9///4+//333p/fh7/9OvgN5EJWBmZJVnZzLk4bAVZhTiLnHwg6hl2JmytCiOHvu98XfoKC4j9saoSFkVmRhcOLl02Ji5EZf+ASsmRUfjQERkNgNARoDIipOmjshFHjR0NgNARGQ4DoEAA18z6+uvv2yasv7/6CzlP89+zTmyMPL55/fvvxp1f//v0DNTFhLcYfv3+efHJt4blt+lJqauJKRFuCXeHP3z8fvnt6793TTz9AC9C52bgUhaQUhWU42Tixa6BMlJmflVme9fe5nwy/wSPN0OFv0ImXDP8ZGEVBx94zshLd0ISFCQMTIyOegv8/1HwGVgYWQzYOK15mdlZGRkZOFX7WbI7foT//vf/z9+1vhj//GXmZ///9+/PAl5+7P0Nv7IIvUkL2OGSfwLM/f1//YpADLzdClqWAzczOxqXFxqDF8B+0rOnv9yufvi549/fBb9DJPBBfMPz/w/Tr15Fvvy5+54kW4VDipcpUABMrC7eNMKsM+/fjn/4+/PX35Z9/X/8xsjKyyLOxW3NzGvKz8LCBI4wCv41qHQ2B0RAYDQEaAzz1AI1tHjV+NARGQ2A0BEgJgf///7//+mHHzaOLz++48ur+55/f/oHWhvz/Dbog7BfIJEZGUOsfxIJhRsZ///89+fT62cfXamKK6LIwVQTpf///PX73bOXF3Wuu7Hvw4eXPv7/+MzBwsLDJ8YsFadpHG3rKCUsxgtagEDSJaAWMDCyC7NxBQv+//ft1+DuoUfsPPO7OyMjAxsCszMoVxs9pLMDExIzLRPC4NGhDL2g3BEgRtAPBIsLGYsD5+8Zvhs//GSDdB/A4PUQJIzcjIxcjoyATqyknt58QhzoPfOActCYHvIYHbDLD//9/P+968+vED9AGZUbUgX+QWSiYkQd0TS/Z4Y9iFgaHkYHp/88/P49//X0afC4noh8C8vL/9/9/7vnKosrOJs3JzEnySrB///4yMDCghTMTExOHEi+bAvf/3//+/fj7/9c/BmZGJi5mZnYWKicDDM+OCoyGwGgIjIYAVcBoB4AqwThqyGgIjIYAbUMA0vpfeGZz/7GVjz++BFsGat6BGbAmLpSDQv3/z/Dn399//0GntaNIEMEBXfT6F9S2e/Luec/BxYsu7vr04zNYH8jqzwxfX395d//9888/v5Y6xAnxCIGlqEYwMTNzavMz57P+sPz858mvf5CRZnbwSLMZD4c2LzMb9mNA//749ev+t9/3f/z98BfkUHZGFhl2NhUuVmEORgZG0AL6EGFGJgbQ4ULv/jH8/P//L6j5zsjFyKLNzuHKyyLHxizMyiLJwcIDuQcA3UeQ27L+/fn/9/mv/58IBSwjA5MMM4c7D6ssF7YOAOgQo/9//0GGzBlZmJhAMxUgV6Pbipf///fff2/+/P8J3i2NppIJfDjPtZ9/nH4zc7BicwOaBiK5jKBeATvz6PW9RIbXqLLREBgNgUEFRjsAgyo6Rh0zGgKjIYA9BP7++3vr9cO1V/eDWv+kjLVzsrIbSakri8iS0fIDjYwzMf79+/fs0+tbb5349P0zA/r+Y8aPP76ceXbzxac3VO8AMID6NUzskjxs/tyg24V//QWt+GdmZGJjBm+DxtJK/v///69X375ueftj2+d/T//+B01UgBr3TALMrJYcPGFCHJr8TCzMHDK8LMlsP62/gi7/evHn3+e/jGxMLHJs7HrcbHJc4DOFsMcCsihouoWDCTqHgCyBzGZkYFZl5U4U5HYQYuGG7OhFSP/98evHtS+/rn77+/I3aEcyMyOLNCubDhe7Gg8prWrQxWugngMPyOGgOSHMgPnL8P/r3/+/QTNGoP4FwgmEWaBWPljV339/////x8KM6HSBLAbFEaZ9YA2jxGgIjIbAaAgMYjDaARjEkTPqtNEQGA0BWAj8/f/v9df3L768hwkQRTMzMioJSYXrOssJSBKlAU0RIyMTI+Pvv79ef3n/6edXrF2I//8ZXn/98PbbRzStVOSCFjYxMTNw4FztA7fr94cfn5e/+rHy8//PKGPh/178/bn567/3fxlLWDgVeBkYGFm42VmM2RkY/oPmRsDj7yCvEmjOw+0BMRhZmNm0uX6ofP5z/heo+Q5ZTQSSQcKMDEy8TMxSbEzojv//6+33r5vfft/w6e/jP6BNDuDFSozsDExyLJwB/NxeQkRu2/3779////+YOFjYjLl+Hv/29wa4L4HcJv/HwCjAyKrGzswH2syA5DjSmKBO138UT/7994eRkZEZ344K0qwYVT0aAqMhMBoCdAMoxRndbB21aDQERkNgNARICgFGBkZWJmZ2ZlYGcEsRXS/oJBYsEv9ArfOPBx+cu/PmEWQxN7pGoviMXKwc7Cys4O2xWDSIcAsIcWG5MxiLUpoK/f//5+mP3ye+g1r/TOA1NZDV8JAF+n8Z/t7+/fved8i4NcwhoDsEmJiZmZiYGVFb/////0NVCdMBoxkZmDg0+HizRNlduBiF0HTDFP1j+HPp55dJr7+efP/vD2gxPUTi788/3/a9/7bkw9+7fxjA2zdAl/gyMvz/yfD31p9vi95/P/7x32+EeogurCQzEzMLMwsTMzOXqSBvpiibLSejMBMDJyMDMwMD038GdgYmBWbOKH4ubyEWXjaQLVhNIUIQ1A1DnT5gYWZhZhodRCMi7EaVjIbAaAgMPjBaeI2C0RAYDYEhEAIszMwaYopuKqYvvr57hzrczsjIxMfBw8TI+BG0LRhlSfp/hv8vvrydfWbLl58/qhwTZISkyPAqKwuriYyWm7LpmmsHv/z4ityIZGJi1hKVj9JzVRSRJcZkUJP6P+gkHPjOWmJ0Ea/m/49//39g6QhBTPj/+d/fF7////3HyEJ46Ae03IgRdBIoRC9WkpmVhdtUiFWW88e5T9/WfvxzHnRpAJrK/78Yfl/8+fP4Fw5tXiZ+6CTG3+9/fl//8e/dP+TABGkEj9z/e/fv16Xvf61+MwsTWUOBtDFzsPLYC7Mqc/6+//3v69//Xv/5/+c/kyALmwoHuyYPMx/2/QwgS8nHIHvJ1z2qczQERkNgNAQGDhBZvA6cA0dtHg2B0RAYDQEGBiZGJlkhqXybSEk+kd13Tr/6+uHd90/////n5+DWEVNyVDJ69OHl7DOb33z7gLlQ5/OPr+ef3Xry8SV5HQAmRiZVcYUqx0QFQckD98+//vbh44+v///9F+DkMZRSjTHwsFc24SD6JND///6DRtuJi1PQ0v9//0CXGaOOPePSzcjHzCTI/JfxDxYF/xkYuRmZRFgYmIhqtjKxQBvrWIxCEmJkZGKX5GZ2Yvl968ffyz//Y96NxcjA8Jvh751ff9//ZuXjgLT4Qb4BYSSD4ExGBoY/DH8f//778dc/QdA9xzgmF+AaEAzQFcKyPByy3KBTQP+BuoLgdU2QeRCEMlJYkN4UUSFGirGjakdDYDQERkNggMFoB2CAI2DU+tEQGA0BIkOAmYlZQUQ23zYq3tjnw/fPb799/P//vwAnryS/KCcL+7rL+1iZsbdZ/zMwvP/x+c3XD6ALwnC1O/E6gpmJWVVcsdwxId086P33T++/f/7//78gJ5+UgJgAJx9mlwOXYYyMjIzENawhJjCCGutMxJrPyMgmy8Xhw/vv7d+/9/8w/ANNNYDMAV3Z+59RmJndg4fDkBe0lh0kSk3MyMTExMPMALpUGNJiRjX8P8N/0AZahBQjBwuLMhsTDxN0EgCjgf33zq8vS998l/7ExMvEIsfBpsbFKgg6wgjVXFw8UBwz4j4gFZc2TPG/f0HLkJiZRytKzLAZFRkNgdEQGNpgtFwb2vE36vrREBhpIcDOyiHOzyHOL4bs8R+/fzCBNuwygZfpYzQnGRkEOXmFuQSQtZDB5mDjlGDjlBAQJ0MvuVpAviJeLwsnG6+XKIs427ddn/49//3v3d//PxgY2RiYZVnZHXi4HQVZBTnAmwOIN5IolUxszGzG3D+PfP1z8RcDZPoBHgn/GRgFGVlNOFlFEEvwmdlZuBwE/r7883Prl3+v/oL6KqBeCmKs/9+rfz/WfmEAnVrKyMjPyGbJyRUixKHFx8xK1zoLdH0yUQEwqmg0BEZDYDQEhhhgBK1JHWJuHnXuaAiMhsBoCKCEwN9/f68/v9O6f/6mm0e//foOloO0QP8zMjIpCkrmmAcnmvkLcPGDpcgn/v37++P3z7/g5SUszMwcrOyD8OKn/////f36+9/3v38//P7/6z8jGxOzECuLACsTLUey//7+8/3Cx2+r3/2+8PP/N/BWhH8MjByMTNIsnF68oFN9xLhQdz78//3x5/cTH39d/v7v1e+/b/7+f/X33/O//38jJgqgG77/MzCwMrDZcPDlSXAo84FnRciPwVGdoyEwGgKjITAKQMdMj3YARtPBaAiMhsAwCIHff35fe3Fn4dmthx5cePfj86cfX/8z/Bfg4NERU4o2cPNQt+aj7KCeX39+XX12+8C9szdeP/j86zszI7MAJ4+BpJqTiomCsAzWbsD///9BvRDQgpRhEMCEvfCf4d/vVz9+P/7x9+3vv69Bx3EyCTKzKnGyKXOzcCCOz0c26D/Dv3+///3/+ffvt9/fj336Nuvd3yegVTfIakDsfwxMkkw8BSK8bqJM9J0EANk+ikdDYDQERkNg2AG6TqcOu9Ab9dBoCIyGwGAJAVYWVn1pjQZh6def37/5+v7N1w//Gf6LcAsqCkmJ8Yowol/gRYKz/zP8//Tt88Yr+6adXH/+xe1ff36B9hKAlqcwCnDyuKuYFVhFmMrrYq4UB11wywRa9k+CZeQr/f/v799/30FH34Aup2JhZOJigV9iRb6ppOhkZGBiE+NiE+P6Dxq6hwzkg64Lw2MGIwMTMyvTf1aWf3/AV/niOsKIkeH/x/9/Hv769/sfE/auBB5LRqVGQ2A0BEZDYDQE0MFoBwA9REb5oyEwGgJDNQQYGfk4+fg4+ZQZ5Knohd9/fh+4e7rz8NJrrx6AjGVkghxlw8DA8OH7l803j0nyCKuLKQjyCIJkkTCRB+kg6SCT+ffPnx9XP/04/PnPvV//v4HO1gTtnVXn4LDl41DhoXM3ADSzDAog0OQHMf75/+/vj3tfvqx8+3PP1//vQEf3YNH1nwF0oj8fMyl3QGMxZlRoNARGQ2A0BEZDAAJGOwCQcBglR0NgNARGQwB7CPz49ePc0xsPPrwASaOt52Fk/PX39623j19/fY/ZAQCppw3++/P379c//77+xfD7//8//3/f/vFj26c/t3+Dr9QFbadlYGT4tf/7r+Nf/8YKcVsKMrEN3mHz3+9/fln79uemL/+/odxejAi5/wyMPIxs1pwcZjxMbOh11n/QUan/mUEzPMR2ORAmj7JGQ2A0BEZDYKQC9MJ0pIbDqL9HQ2A0BEZDAEsIgE+w/Pft149//7EPTv/////rrx+gdUFYdEOF/v/7xwBaCkSFFur///9+Pfv2dfu7n4e//Xvxh+Hvf4a/DP++/Wf4Bl5yAzryHmrL/x//f5/++Y3/A5sGF7v44O0A/H3/+++tX/+/42j9MzAwiTGx+/DyBAqxy3JjLuX6DzrzH7SXDa1rBg36UWo0BEZDYDQERkMAGxjtAGALlVGx0RAYDYHREACHACMDIxsLq6yAOC8b149fP9GP5P//j52VU1dCSYJXBKwcO/H/3z9Qy5XiJur///9/Pvryadarn3u/MXwGdSqg9oHa/VAmgmJkYPjH8PfR7z8vfrGJ/2cELctBSJLEAnVg/v9nxHHNAklGYVEMcTwj+ARXNOn/DIwsDKzmHDwRIhyS3FgPMAVfa0D4YmM0g0e5oyEwCkZDYISD0XJzhCeAUe+PhsBoCBAIAU42Ti916yg9V1FeIdD23///GP79BaH//4W4+MN1nJJN/IV5hfCYwsTCAuoA4FFBnNS/33++n/j869B3hi//QbduMTEwQBB00B+LKf+////3/R+2xjUWxfiEKO694DKcWYCVWZ6NgQWbGxlB4f3v/b9fV79+v/Pp98cf/3HMw+AyfFR8NARGQ2A0BEZDACsYnQHAGiyjgqMhMBoCoyEADQEmRiZlMfkKh3hjaY0Lz28/+/TmzdcPzMxM0nyi1nJ6HhpWUvzi6DMDUK1Upv7//vfv1W+GHzhXy6DY9x/UPWBWYGWRZMM6do6iGC8Hs/fy79+////+MbNQoQZhEeTg8hX49/bP7xM//n+BL2SCOegfw58zPz/ffMUoyMyiwsrpyc9pKsDCzQaTHqVHQ2A0BEZDYDQEyAGjF4GRE2qjekZDYDQERmAI/P/37/ff399+ff/x+ycjIxMXGwcPBzfWGwBoFDh/vv/6tPj5t3kf/3/F1gcArYaH2czIwMjFyGLMzh0jxG0myESNljrMaBANWnQPOm0U99QDSBWx+N+/v78ef/u298OfOz//vfjz9/7vf+//McD3XMD9xcTAJMfCFcnP7SrILMTOxMKEuDqYWKtG1Y2GwGgIjIbAaAiAwGgHABQKo3g0BEZDYDQEBn8I/P/79+vp958nvvpz9TeofYza/GbkZWRWZGXkY2JgYmTiY2LVYOew5edQ5KFnF4WSMPz398+/X//+vP3xZcXbH+s+Q2cD0Ez8z8AkycxqwMEsx8qqxsFhwMsqyjFUPIjmlVHuaAiMhsBoCAwgoMIE7gC6ftTq0RAYDYHREBhsIfDv71+G//+pPugOOl+fmZnDgP9/5r+vK9//vfbr/4///3+CLt1iZGdkkmLm8OHjcuFn5gMd+MPIysTESe+LwCiMCCZmFiZOBkZJJmbZz4wsjCCPYZrIyPDv+d+fz78yMDEw8jP9sP7EHS7Mqc03ej0wZlCNioyGwGgIjIYAHjDaAcATOKNSoyEwGgKjIUByCGCumCfZCNwaWDhYuW2EWZW4/jz58fftn3+v//z//59ZmIVVmZNNmZuFA9T6x617CMgwMjAycTMxsIH3BKNOcUBdDxH8x/D//b+fO74x/GdgzmHjkOamzzYMqBtGqdEQGA2B0RAY4mC0AzDEI3DU+aMhMBoCAx0C//+BVuQzws7JgTNo5C4mJmYOGZ7/MtygNjLoGHzIYvzBeKTbf4b////8+ffjH3jPACMTKxMTOzP+FTuMzExsmlwsOuy/Pnxn+AkOQkiLH8xEEBDBPwx/bv76/eA7uyQnrU4pRVg5yhoNgdEQGA2B4QNGOwDDJy5HfTIaAqMhMDAh8P/f//8MxDdA////9+3nt08/vv7594eRgZGDlZ2fk5eVhbSTbcDn+oMJSv38/++fv/++/AadFgryBQMjNzMzJysjM+h8fkos+PP918/Ln36e/frnyW+GX6DjfRiFmdm0OTlM+djEOXF1AxgZGNkVeHhT/30VePfr2Pf/n/79//EftOEBhzf/v//39+Xvf//+0+iWAhzWjgqPhsBoCIyGwNAGox2AoR1/o64fDYHREBjwEGBkBjWWiXTGh68fdt86sev2ybvvn/34/YuRkVGMW9BUWjNQx15dXImJiZlIc6ii7D/Dv5+Pv37b9+H3he//3vwFbzNgZJJkYVVlZxJkYeBkZJFiZ5PnZOFnJ7Un8PvD9y9b335f8/Hvgz8Mv0Gtf5CDmRh/8n75af+VJ1KYQ4uPCUebnYmZmUtbgFmS/bveux/7vv65+Ov/p38MMDNA5iDh/z///331+9+PP8yso9UZUriMMkdDYDQERkMALxgtMfEGz6jkaAiMhsBoCFApBP7////o3dPpx9csubjr6efXDP9gTVpGxl13Tx15dLHUNtpW2ZiFmU7r+P/9+/v98scv89+ADuD/Ct9z+5+BifEX61fQRWMsDIwCTGymnFyhQhzqvMS3sEEmn/r4ffmHvw9BnQoGJsh6HVA4/v/4/+fOr4w8TCzS7GyCXLiuJ/7/7/+/93/+3P717+5vhm84W/8MjAz/v/3/uf3LF04mLk8hNlEuRiS7QPaN4tEQGA2B0RAYDQFsYLQDgC1URsVGQ2A0BEZDgNrg+69vW64dmntuy5uvHxgYQYd1wm349vvH/vvn1YXl9CRUhXgEIduI/zP8//vt9583P/99+ANaA8PEwCTAwiLCzszFSup4PNwiZMafDz+/rX//6/B3hl/gi8KgrXQQ9f8XA2iDAQPD/09/fzz/8vfVH8ZcBk5NflzrdpCNZWBg+PfrL+hEf/CUAnoTn4mB4RfDn5s//7z4ySrIidUj/xn+/3z85fPcV7/2fwPdeIBmOhr3P8Pf+3++zf3w7+Nf3mgxNmHO0d3AaCE0yh0NgdEQGA0BTDDaAcAMk1GR0RAYDYHRECAuBEBr/0EtZiTV4KF02IZguPj///+//Px26cXdd9+/gFr/cAkog/H339+33jx+8/mdEJcAAxPDvz9/f9z+/G3b+98Xfvx7+5fhHwMjMwOjEDOrASeXtwCHCi8TC3GLhf7//8/I8P//v3/f//779gd0PCgHMxMbMwMj498Pv//c/wVt/UOdAaPgfmJkYPjN8Ofqz183v7Or8jCzkrTVmBHSi4AZiqD/vfv3++1P1j+/WVhYMfdM///37+eNb7/PgS8GhrsEoRuDxcjw78O/X6e+/3b4wSrIAd69gKFmVGA0BEZDYDQERkMACYx2AJACY5Q5GgKjITAaAkSHwP+/f/9jnPf//+8/0DA5tmbrv///fv39jatN/P8/w/e/P/8xMTCyMP/78/fr6Xdf5779fe4n6CQcuGkP//659uvPrZ//0v9yGQoyMRJojoPmEH78+vXw28+L3/7c+PHv5R8GTiYmYWZWVXZ2E57/v/6BR/4JeZiR4f+X/38e/Pz/8y8DK1HLk5hYmZjl2Bj5mf5/BS8BQrYBvO6JWYSJWZAVsssYWRLOBt1v8Jso18G1/Hv258/Dn/80/zEzEwgWuJZRxmgIjIbAaAiMWDDaARixUT/q8dEQGA0BikKAkQnLevM///6+//buw4/P//6BegK8HFwi3IJsrOyMjIxcbFzqInI8bJyffnwBL1OBt+sZGP7/42DjNJBQEeMRZvjP8Pvdj+9bP/4++5PhDwMD2kD/T4Y/l37+OveVU5uXgZ3AwUH/fv75dvzDt6Xv/1z59f/7f/CuA0YGJoafXJ9/6H9mNeVk5GRgZGX4T6ipzcjEwMjOCFnKD+pUfP/998Ovf9/+gTYNszAy87Mw87Ehb19mYmbmNOf/8/DXjw2f/70Ar1+CrwRiYWBWYeHw4+dQ4mVhxeF+RkYmAWZGLkbQxl+kQMIXW/8ZGJjACJ+iUbnREBgNgdEQGA0BKBjtAEADYpQaDYHREBgNAdJCAHWdz79/f++/fbL+yr6D9y88/fTm978/LEzMYtyClrLaYXou6hJKPOxcgTqOTz+/WX1l36uvH////8cAOcWfiUmUWzBAwzbRxFeIRwC0hv7Ln3/P/oBa/5jNXyaG/z///3n46++XP8x4OwD////7efPz10Xv/pz/BdpCwMgAacGDVvd/Zfh94uf/z//ZnLiYeJh/nfj+/xOsewAJAri9/0E9EGZNNnZjHiYOlr+///y4/On77o+/b/5k+PgXtACKnZFJkpXdiovLUZBViBNk+N+/jMzMbKKcfDHiLErsv059/fvqD2gV0x8GRi5GFhU2Thc+DkN+Fk4crX+QMxnZ1bl/Wn759+4LyGH/kaYCwBMIEDfC+xSgfgI7A4seO6sqJxPL6PA/NHhGqdEQGA2B0RDAA0Y7AHgCZ1RqNARGQ2A0BIgKgT9//5x7fLX38NJtt09++fkV1CSF6GNkOPro8sUXd8rsYswV9NXFlaqdkkylNS+/vPf006u33z4xMTJK84nayOu5q1tJCoiDGtCQNi4TUqsXYhSE/A9eQwRRAxHBQf7/9//X3R9/7/+Gtv6RlTEyMPxj+Pf+L6sSB5eb4E/zL3/u/fzz8Nf/d3//f////+v//9/+gU7uZ2Jg5GNi0WfnDhfi1Of///vf14Nvvy54/+f6L4bfMOP+/2e48vvP2R9/7v7kjRJjk+GCTYwwsvJz8LqL/rMTBG0/+PL3/5//jByMzAKsLNxsoFVSMAOw0YxsYpy88WLMwiw/93759/bv/2//QWeJMjMy8jMx8jEx/Pr//+s/0P5g8AwJ6KgiC06uECEORR7I/mlsZo6KjYbAaAiMhsBoCCDAaAcAERajrNEQGA2B0RAgIwT+////9su7xee2bbxx9OefX6A9vvARdAaGr7++77t/zkxGU19ag4udS4JfLM7U9+uPr88+vnr55R0zI5MgF580vzgvJy/EakZGBhZBNlYt9r9Xf///ClpmA2/tg0xlZGQSZmLV42TmJbQc/z+40YyxCB9iC6in8eXf/89/2WW4OGR5/v35++f97/9f/vz7+e/fxz9/Xvz+/+UvIxsTszQbmwon6N4uBsbv9z9/W//xz5VfoO4NYpwd5Kh/b//93PmVVf8LqyQHEwuiWmFiYmbiZmbgZmAQgVtLFIORkYlDmoclju234/e/b3+Drvr68peRnYlFmo1ZlPX/73//Pvz98+LX/+//QIKybGwqXKxCHIT6FURZPapoNARGQ2A0BEYCQJTUI8G3o34cDYHREBgNAaqHwH+G/+++fbz2+sHPv7/Bi/tRbWBk/PHn1+23Tz5//8LFzvX3758rz29tunbo7LNb775/+vf/HycLu6qwjJuKubOaOaQbwMLPzu4r8Pb5B4YDvzl+soFODAV3Av4y/vvK/4PTj0/YSYCJjeXf37+MjIw4x7yZGJlEWUE7cT9i7wQwcjMxCjAzMDEyMjAxszIxi7EyiEFdDr96F3xMJ6iJ/5/h/78Pv0HbiJEX5ECVgyYr/n/69/vmj7/Wf5h4qVatMHOyMqgysquB7lmDWAt3DwNo+RRoBRVoJzFo+T/cKaOM0RAYDYHREBgNAcKAaiU1YatGVYyGwGgIjIbAMA2Bv//+/fsPGq3H6r9//////ff3P8P/H7++77hxdOKxlcefXPv5+ydoKB3UumbYd//czjunU14/SDL1F+cX/fPv79n/t5aKbWdXYpD6KiT+k5/nD8cfxn/POd5dF3sqJiSWzBCo/F8O1NlA3YeAbDsTEzO7NvdPS86fL7/8/wlqoyPLghbQf/3/+9L33xo/2MS40M7iBO0URlEN5jAzgm4HAzMxif9/GRi+/mP4C+6pYEqTJ/Kfgek/EyMDqJsDDidkUxhB4sgCo+zREBgNgdEQGA0BosFoB4DooBpVOBoCoyEwGgLYQoCRgVGIi19DRP7Ek2s/fv8CtcuRlf3/L8LFbyKtycfBfePl/cnHVx98cBF0WQDobB2oun///99793TJhZ1mslpifMLPP76ac3bTqvcHGOUY2P6x8PzlYP/L+pfp72eWH1+Yv0s+FNa+r6wgLM3MhK8A////3/+vf/7/AR3Vw8CIpV3+78O/H+s+M4mzsASwMbMRWFDEyMDIIsbGosb29+5v0AYAtPb4fwYmfiZmZTYmDrRDi6AeJI8CN/ypaSB5zhjVNRoCoyEwGgLDD+CrP4afb0d9NBoCoyEwGgJUDwFGRkYxXuEEY5/3Pz7vvHPq489v///9A+/VZWBmZpHnl4g38AjSdWJjYb/37unNN4//g07PQWtBg0bkX337cPvNY1tFoxefX199ef/X318MzAw/mX99ZvsGNo1R6Cev0Qcl1VfSDAw/3rx7xiPMwyzGyirGwcyB3nz/9/fv98sfvyx6+/vY9/+/sLT+IYHw78O/39d//nH6xSTMTHABPasoJ3e4EMOv/7+Off//BbxK6D/YZBZGJklmDj9eLnsBJnaWv//+MDEyETTt77+/jAyMTEyIzQQQJ42SoyEwGgKjITAaAnQAox2AUTAaAqMhMBoClIYACwurmbxuG7ego5LxnTdPnnx69eHHF3YWNjVhGQclYzslIx5O3t9/fv368/vvP+wr8v8zMPz6++frr+///v/78+/vX+iCInA/4T8D639W9c9SQU8tHF/riP7kZ7vC8nPb+z9cH5kkWdjtubm9hNgkuJDb3H/e/fi67t2vA99AF/3iamMzMjD8Zfj38s+/r3/+C/0DLbQBdUNwBgUTMzOXngBLIdt3i09/Hv369+L3v4//GFkZmWRY2E24Oc34WXnZQYuaIKv1cRoDlYB6DMobpUZDYDQERkNgNAToCkY7AHQN7lHLRkNgNASGawgwMjEricmnicj8+vvn26/vf/79YWZk4mLj5GDlgCwKYmJiluITkeQVfvHlHdZAkOIV0hCVZ2NlF+EWlOMXv/zyHmilEAMj039G7Y8y6ffcHd/o8PzhBI26/////yfDv4///r349ffu77/PfvOliLNLcsNW+v//8/7333vgtTq4Wv8QF4AuHmb8++73L5bvDP8ZGRn+M7IzMwuyMSOd5ANRCCEZGZjYpXjYgrj+/f7778ff/7//MzAxMnEwMXOwQLsfjKBJD4hi/CTyxWH4VY7KjobAaAiMhsBoCFAdjHYAqB6kowaOhsBoCIzcEGBkYmZnYmZnZccMAiYmJl0ptWRj32mn1t148+gfZJkQeLyciYlZTUQuwzTAUkGfiYlZTlAy2djnw48vp55e//XnF/sfTvO3ahbv1Xn+cP4DjbHD2vmQUfRP/3+f+fHL+Tt4EgAkBO4hgBcNYToCQ+TvvV9fJr/5/we8pIeRgYmfmd2Jh9tJkEWAA3zkDoYGBgZGRiZmNiaC2waw6BwVGg2B0RAYDYHREBgcYLQDMDjiYdQVoyEwGgLDPQQYGRgFuQXiTX0VhaR23j7x5OPr55/f/P73l5uNQ1NU3k/D1l7FhIudm4GBgYON01vbXoJPZNO1Q/c+PP/8+qvacxmuv+yglj22UPr//t+fBz//mf5lZgUN+DMyMDDzszLLskBv7AJ1CrBpA905zPD34d+/D/5CuhUgRUwMf679/PPgJ2+EKJsUN64+AEglGP/7C1rRxMRMha26oLuI//z7/wd8mBITIxMrM/hsIjyuB7tglBgNgdEQGA2B0RAgHYx2AEgPs1EdoyEwGgKjIUBuCPBw8Hhp2Tmpmn3//fPTjy9//v7hYGUX4OLjZuOCrBSCGMzKwmahaGgso/39z4/3Hz585/jA/ujf/w//sR55//8fWteAkVmQlUWd/dfh76BVOhATcZHgg/SRJf+9+vdj8xdWdQ5WMQ5G8Fqg/wz//v348+/XP1BjnJGRkYMJ1DoHOwXURsd9FCmysXjY/xn+/377/eelL79ufAfdRszAwMjGyCLPxqbPzaHEw8Q6Wk/hCbxRqdEQGA2B0RAgB4wWrOSE2qie0RAYDYHRECA/BBgZOdg4Odg4BbkF8BvCysrGysrGx8n3zYr308kXv8+Cb+EFH+wJ1fifgYGJgVmJlU2Lk4kFaRj+z/9/H/7iOf8Hqh0rxcjA8Pnf79s//jn8ZWRh+vXq+4/jn35f+f737V+Gv/9Bu36lWdiNuDmN+Vh42HFeQ4ZhMugqsV9//n7+/f8XaB0TIwsjEy8LMyfr//8MP+9+/rLq7a/93/69/csAOrcUtMaJkYORWe3Tr2B+bkchFj52UE8Dw8xRgdEQGA2B0RAYDQHywGgHgLxwG9U1GgKjITAaAvQLAXY1Hu444a9s7/9c/Alq1v8BL/FnYmDkZmTRZ+eOEOTQ5INuwwU76v+///+//WcALc8B8zEJyJwBaEgfQ46R4f9vhr9P//x6+u3/9//f1r3/eeDb/w//GCBHmzIyMLAw/Nz99Zfvd55AYTZxbrSmOWglD2xG4v+ff/9+gtYX/f/7//eD7z+OfPpz69e/z/8Y//1n4GBilmNlN+dmkmD5vu7Dz+1f/38FuwnipP8M/7/9/3Ph17dP75n4WXhshBhH5wEwImpUYDQERkNgNATIBqMdALKDblTjaAiMhsBoCBAVAv///QO1kilYKsPMwcptJ8Qiw/7z4td/b/78ff77/8//jDxMrCrs7KY87Io8aIfqMLIwMQkxM7IygnoLkCY1skv/gxrxjMwM/3+BOxLYFPw5//NT98t/H/6BThP6BRqSB50RClH5h+Hfo7/fV31iFmdh8WGH7wb+++v3r/vfft35/u/NH9BdB/8Y/n/++/fVH4af////+f/vyZ8/D34z/ADbCJ7E+H3yx6+D35hEmP4+/QvqrkAMh7uTEaTy3/M/v658+2vEx8THAnIAXHaUMRoCoyEwGgKjIUABGO0AUBB4o1pHQ2A0BEZDgFAI/P/////ffwzMTKA+ACHFeOSZmFk4Vfk4VHn///337/c/hn//GZkYmdiZGRmhK3+QuxnMHCwcljy/L/z4feYHw0+wqZDmNfjQIUZRJnZ7LmYJ1p+Hvv699gu8TwAiDVPJyPDv5d9/L8AzCBibBKAN8Y//fl/78dfhD7MQ63+G/38+/Py69+33DZ/+3vv9/zv4/FLwJmOGv+BxfZDB4B3FoF3KIA4I/2f49/zvv+d/QQYi2Q+SgmBGhv8/Gf4+/PXv6x8GPrDTIeKj5GgIjIbAaAiMhgBlYLQDQFn4jeoeDYHREBgNAbwhwMjIiH/5yj/wnbjELaZnZGRgZGRGG+4HWQ/qZvz7x8AE7WYwMjJx6vEz5DJ+W/Xu98Wf/7/9//8NtIYHtLBegZXDl4/LSZCZm+WH5efvez79ffL73+s//z+DbvViFGFm+Prvz01wIx5roxxkG2hC4P8fhn8v/vz/9odB8P+/H7+/7Hjzbf6Hf8/AfQaIGgjJhMcU0AYGkKr/oMF+UDcAxEHBjEwMjFxMjMyYvRAUZaOc0RAYDYHREBgNAZLAaAeApOAaVTwaAqMhMBoC1A2B/wz//yOf/wNaPPP/P6w/AOIRM3UA6maAT+z59/fv7zc//jz+8e/d338//zJJsbCJMjOJsDBzMTOyMjHxMbPIcrBKckDW7XDpCbKrcf9+9/P3nW9/nv8GGSLA/Pfuz79P/mBZk4Ps7/8MjKwMTGIsjBzM/xkZfr/79ev4t/8vwWP5yMqIYTMyMLIzMjAzgOYNIN0HSJfhPwMDMwOTMgu7NQ+zABvW7gExxo+qGQ2BUTAaAqMhgAlGOwCYYTIqMhoCoyEwGgJ0CwFGJmbUcvjfP1CPALxU5v/////+/GNigZyIT9hJoCuIT3z4tvkDaAj/E2j3LSMTIyMvE7MOG2ugAKcxPzMbK3ghDsyo//9/P//5fc+H3xd+gCYB/oGG9hk+//v38R/OBjdktJ6NgVmPncOZl0WAnZGB8f/vf/+/gpwNM5do+h8DIy8juwsXiwr7rzPf/z78/f/LP1BPgIGBkZeJRYONM4Cfy1yAiR01iIg2flThaAiMhsBoCIyGAFYwWqpiDZZRwdEQGA2B0RAYmBBgZAatd4HYzcjIxMQCGpeHcPGTf3/++rLrzbf57//e+wO92IuRAbQY//2/v8/+/Hv6hyHjP7e1MCMTdM/Av39/v1/88GXB21/HfzB8g6/UB1sC7n6AWajEfwZGNgYmaRZWI3YufyFOHV7I2aNM7EyMvEygPgOqMaiawTxI/wHMBO0E5mZktebkjhBmV+P+4/H779vff9/8+vv+LyMjA7MoK6scB6sEJ1VuGYNZOEqPhsBoCIyGwGgIgMBoBwAUCqN4NARGQ2A0BAZnCGBd//Pj1/dXn9+9/fbh779/TIyM/Jy8YjxCTM///tj56e998EH6yC14RgaGvwx/b/36df4bpzE/Exe0AwDatrvpw+8jPxh+Yb9fDBQg4Gt5od0Jpv+MgszsLlxcPgKsytysfGzwg0eZhdjYrLj/XP/17yl4EQ9kDQ9IPypmBJ1bysjHxMDMwMjMyCTCzGrGyeUhyC7PzcTEzCzOxiDOwABaEQXqRoBnKnAZhGrsKG80BEZDYDQERkOARDDaASAxwEaVj4bAaAiMhsDAhcC/f39vvry34uKuww8uPf/y9vffPyxMzMJc/AZiKu4fDbUfirP9ZwaNxKO5kBF04uefe7/+fPzFzAVaBfSfgfHvx99/H/zCfk4oWDtoEY4qKwMrw78v/xiZGZklWVhNubgcBNjEOBnB1wCDVYEIZnZWHjdhRhbG7+s//r3zG7R/ANJzAEnCMHjbAKs1J6cfP7MAK8hAARYWITYmTpB7YIpAswLgpj+SwChzNARGQ2A0BEZDgNpgtANA7RAdNW80BEZDYDQEaBMCf//+OfXwUtehxbvvnvn66zuyJece3frw5l3ee29pRiHQ+DmyHIT9HzQJ8HXtu19KX5kl2FjkOEBnif7HPcT+n4FZkYU7U4RNluP/r3+gI0d5WZh5WZnAW40hRsJJRgZGVn4OXh9RNk2uHwc+fl//GXSEKJo7GBn+/2X4//4vsxALlw4/WhcCbtQoYzQERkNgNARGQ4AOYLQDQIdAHrViNARGQ2A0BCgNgf8MDO++flh6Yef226d+/vnJwIi8yofh1//fN1ie3OV4IfaVn/U/M6jtjdG2//v07/f5H75zMDIKMLHqc7DosIOuEGAGLRBCnzT4z8DAysCiwsqmzMkuwk2k05lZWTk0eP+++fVj2xfoqiE0nX8Z/tz5/fvm93+qvMzsKO5HUzjKHQ2B0RAYDYHREKApGC2CaRq8o4aPhsBoCIyGAIkh8P//3z9//v3DWEPz///7759uvnn08+9vtNY/6MYtxv83eZ9tVDp1X+XVf34GRhbwyfqgfgCS7f9BC4H+f/r/7+Hfn9u/fl/ykYGNkUWTjYGdgeHff4Z/DFD0n4GRnYHVlJ3Di59VmANJP4IJutzsL/i6X4QYmPWP4f+3f/++YTgeLAkiPv/7c+fnv2/gjQog/igeDYHREBgNgdEQGAAwOgMwAIE+auVoCIyGwGgI4AwBRkYmZibMdfCg3cD/0Vr0KGZ8Zf7+UPsdkz4P71fRf8///Hn868/1X3/v/2ZAbmxDpgUYGRj+MPx/+4/Fg53dnPvX6W+gRvnLP/+//Adtz2VlZBRkYrPiYvjH8P3CR0YmBiZBVhYRdsjmARQrMTmMDIycTEzsTH//Yz9I9P9/hv//GEC3G4xe7IsZeqMioyEwGgKjIUAvMNoBoFdIj9ozGgKjITAaAsSFAPx0nf///v768/vv/7+MDIzMTMw87FyqwjKHH10GLQFCW7Xz/z8bM6uerLK6sQo/v9j/v//+fPv9bde7r9Pe/XuNrS0O2hb8//+7P2wqXJz6/P++/Pn96ifDT9C1A78uff115PuPDZ9//Pr8/+9/RhYGRmFmVkNOLk8BDhVeyKGcjIyMzGjXF4C9xsTIzKrIyaLH/u/13/8/QGeQIpwJ7rwwiTOzanEwc7MixMEaR4nREBgNgdEQGA0BeoLRDgA9Q3vUrtEQGA2B0RAgKgR+//l17cXdE48u337z+Pvvn4yMjEKcfPKCEmrCMtayOqeeXvvy8zt4lQ/UNG42Lldlk3gjLzFeEUZGJkYWJhY+JmYpNkYuJvDKHqgyFOo/SIaRkZGFg42Bg41VhOPf7z9fj7z/dfDbnyu/GH4hqX3w98/VX39v/fyX/JfLUIAJdpMAXAVoWP/P33/f/zL8+8fIzsTuyvPvw98/F34y/P7//w90jwEjOwOTPAtnED+XjSAT22jVAw+8UcZoCIyGwGgIDAAYLYUHINBHrRwNgdEQGAV4QuDT90/brh2edmrd2We3v/3+Ad5Q+5+ZiVmIk9dCRttR0cBAQvnZ53cvvrx59/0LMyOjBI+wtbxumJ6Lipg8I2hjL8hsJgZGVhkOZg3Wv0//QFcBQdb/gI7aBysQZmLV42TmYQVxQFcAM/1+9eP75o9/Lv4CbQZA2yD2g+H3mZ8/ND9zaPAwcUNvEoBo/Pfnz4/bX36c/Pznzs//X8GXCTP/Z/j9n0WHjUWTneHH/3+f/zGwMrLIsrIZcHPo8LJwsoJsg2geJUdDYDQERkNgNAQGAox2AAYi1EftHA2B0RAYDQEcIfDrz889N0807Z9//fVDkBJGyHYAxr///77++mH33TN8HNzVDvFSAuKfvn/58us7EyMjHwePELcAOys7SD0E////798/VgkO7mhhRoZ3v459///9P8Mf8E5fRgYGVkZmWRaOID4uR+TB+P9/3//5++wPw18G1FP+wSYyMfz/+f/v7V9/3v9i5mIDbUgAC//5/uvbkXdfl3/4e+Xn/x+gKQWQMBMDAwsDsyIrsywrpz0/aPMAEyMTKzMjKzPEMyA1o3g0BEZDYDQERkNg4MBoB2Dgwn7U5tEQGA2B0RBADYH/DP8/ff9y6MGFO++fgVfJwwftQTdkMTAy/Pzz6+7bp19+fefn4ufn4kfVjeCB19szMLGycOsLsIiw/bD6/Pf577/Pf///8p+RjYFZlpXdmJvDgI+Fiw1lMJ4RvvsAYRSC9Z/h35d//38hTvj5///fj+ufvy1+D500YAT1HP4w/v3H+J/1D/PfO79/bPrMpsbFrs8z2u5HBOMoazQERkNgNAQGARjtAAyCSBh1wmgIjIbAaAjAQuD339/vv3/+++8vStMcJsvA8P/l13fPP78BHaaDehUAQgkDAyN4ly5IhJGZQ5aXXYb7359//3/++f/nPwMjIxMnMxMbC0ajnJFFmJVZnu3PdfDBQchdD8iqITZGFgVWZn5WRpjUv7///tz5/vfhH9CSIbDgfwaGH8y/fzL9FvjNxfyP+d+TP79vff+nycvMBl1oBHLSKB4NgdEQGA2B0RAYaDDaARjoGBi1fzQERkNgNASQQoAFdNoPJzMj0z/Q/llwsxpJ9j8DAzcbJy87N47uAZJSJCboZFFWJgZWAgU+qygHV4AAaP/u6R//f4L3GDNC7WHkYmQ15+DyEWARZIcKgc3//+f//3+Q+QYQn5GBgesvG8dfVub/oH0C/7/+//v0979f/5jZQLKjeDQERkNgNARGQ2CQAAL1wSBx5agzRkNgNARGQ2AkhAAjAyMfJ5+jotGB++evvX4AGuZngI3Ug5vZ/Jw87ipmWuJKDPBxeOqFCxMzC5eJILMg67fd7//e//335Z9/D//8+wha88OswsrhzcuqyAHuFkDP8GdkYmQSZmXkYvr/4S/cFUz/maD7h/+DdgIw8jExMaN3Y+CKRxmjITAaAqMhMBoCAwJGOwADEuyjlo6GwGgIjIYA9hBgZ2VzU7f69///rNMbr71+8OXXj+9/fjIwMHCysMnxi0foOscaeYnxiWDXTLEoEzMzhxofmxzn3x9/flz78m3x+/8nf/z/w/Dv2Z9vyz/+PPiVVYuD04aPXY6bkYmZkYmJXYf7l/XXnzu+/v8E7qDAm/r/GRjYGFj02NiNeZjYRysaiiNm1IDREBgNgdEQoCpgBN3ISFUTRw0bDYHREBgNgdEQoDAEfv/5dfv1w/tvnz77/Pr557f//zOI8wjqSijrSanzcvJSaDgR2v//ePr1y+o3P7d++ffqL+gc0v/goX8mBkYeRlYLDp4oYU4DfiYWlv////18/PXr5nc/93/9/+Hf/2//GH4zgK4TFmBiNeHgDhLk0OVnJrT0iAj3jCoZDYHREBgNgdEQoCYY7QBQMzRHzRoNgdEQGA0BKocAaI393///GZmZGBlw7/qlrqV/vv/6tPzFtwUf/r/7j34k6D/Q0D67Dzd/riS7KDfE3t9ff/5+/P3vu99/X/z+/+0fIzsjiwwbqzIXmygn3nOFILpHydEQGA2B0RAYDQF6g9GZWXqH+Kh9oyEwGgKjIUBCCIDv9SVW/X8QYIQtwidWF4a6v59//b72E7SqB7qcH0kFEwPDb4a/937/ef6TTYQLciEAKzc7qwY7A8P//wxgB4BEYduHkbSOMkdDYDQERkNgNAQGCRjtAAySiBh1xmgIjIbAaAhQGgKg1ve/f+DmN3wxPjlm/v/HALo1DLyqH6v+f+/+/nv3G7wqCNki0KVlNNicjNUJo4KjITAaAqMhMBoC5APM4R3yzRoFoyEwGgKjITAaAgMYAoxMTEwsLJQfEMTEwcwkwszIwgha/Y/NP4w8TIw8oIM+sUmOio2GwGgIjIbAaAgMdjDaARjsMTTqvtEQGA2B0RCgcwgw87Jx2PEya7AyMDOALvmC7ACGkP8YGIWY2Ky52BQ5QVMNdHbZqHWjITAaAqMhMBoC1ACjm4CpEYqjZoyGwGgIjIbA8AqBv79+fz/38eua93+u/vz/7T/D9/8M//4zsDMyS7Owe/FyewqxiY1u8B1eUT7qm9EQGA2BkQRGOwAjKbZH/ToaAqMhMBoCRIfAv39/f7/6/uflr79vfv979/f/n//MAswsCuxsclws3OxEGzOqcDQERkNgNARGQ2DQgdEOwKCLklEHjYbAaAiMhsBgCoH/oM3AoH3BDODdBUzI234HkztH3TIaAqMhMBoCoyFALBjtABAbUqPqRkNgNARGQ2A0BEZDYDQERkNgNARGQ2AYgNFNwMMgEke9MBoCoyEwGgKjITAaAqMhMBoCoyEwGgLEgtEOALEhNapuNARGQ2A0BEZDYDQERkNgNARGQ2A0BIYBGO0ADINIHPXCaAiMhsBoCIyGwGgIjIbAaAiMhsBoCBALRjsAxIbUqLrREBgNgdEQGA2B0RAYDYHREBgNgdEQGAZgtAMwDCJx1AujITAaAqMhMBoCoyEwGgKjYDQERkOAWDDaASA2pEbVjYbAaAiMhsBoCIyGwGgIjIbAaAiMhsAwAKMdgGEQiaNeGA2B0RAYDYHREBgNgdEQGA2B0RAYDQFiwWgHgNiQGlU3GgKjITAaAqMhMBoCoyEwGgKjITAaAsMAjHYAhkEkjnphNARGQ2A0BEZDYDQERkNgNARGQ2A0BIgFox0AYkNqVN1oCIyGwGgIjIbAaAiMhsBoCIyGwGgIDAMw2gEYBpE46oXREBgNgdEQGA2B0RAYDYHREBgNgdEQIBaMdgCIDalRdaMhMBoCoyEwGgKjITAaAqMhMBoCoyEwDMBoB2AYROKoF0ZDYDQERkNgNARGQ2A0BEZDYDQERkOAWDDaASA2pEbVjYbAaAiMhsBoCIyGwGgIjIbAaAiMhsAwAKMdgGEQiaNeGA2B0RAYDYHREBgNgdEQGA2B0RAYDQFiwWgHgNiQGlU3GgKjITAaAqNgNARGQ2A0BEZDYDQEhgEY7QAMg0gc9cJoCIyGwGgIjIbAaAiMhsBoCIyGwGgIEAtGOwDEhtSoutEQGA2B0RAYDYHREBgNgdEQGA2B0RAYBmC0AzAMInHUC6MhMBoCoyEwGgKjITAaAqMhMBoCoyFALBjtABAbUqPqRkNgNARGQ2A0BEZDYDQERkNgNARGQ2AYgNEOwDCIxFEvjIbAaAiMhsBoCIyGwGgIjIbAaAiMhgCxYLQDQGxIjaobDYHREBgNgdEQGA2B0RAYDYHREBgNgWEARjsAwyASR70wGgKjITAaAqMhMBoCoyEwGgKjITAaAsSC0Q4AsSE1qm40BEZDYDQERkNgNARGQ2A0BEZDYDQEhgEY7QAMg0gc9cJoCIyGwGgIjIbAaAiMhsBoCIyGwGgIEAtGOwDEhtSoutEQGA2B0RAYDYHREBgNgdEQGA2B0RAYBmC0AzAKRkNgNARGQ2A0BEZDYDQERkNgNARGQ2AEgdEOwAiK7FGvjobAaAiMhsBoCIyGwGgIjIbAaAiMgtEOwGgaGA2B0RAYDYHREBgNgdEQGA2B0RAYDYERBEY7ACMoske9OhoCoyEwGgKjITAaAqMhMBoCoyEwCkY7AKNpYDQERkNgNARGQ2A0BEZDYDQERkNgNARGEBjtAIygyB716mgIjIbAaAiMhsBoCIyGwGgIjIbAKBjtAIymgdEQGA2B0RAYDYHREBgNgdEQGA2B0RAYQWC0AzCCInvUq6MhMBoCoyEwGgKjITAaAqMhMBoCo2C0AzCaBkZDYDQERkNgNARGQ2A0BEZDYDQERkNgBIHRDsAIiuxRr46GwGgIjIbAaAiMhsBoCIyGwGgIjILRDsBoGhgNgdEQGA2B0RAYDYHREBgNgVEwGgIjCIx2AEZQZI96dTQERkNgNARGQ2A0BEZDYDQERkNgFIx2AEbTwGgIjIbAaAiMhsBoCIyGwGgIjIbAaAiMIDDaARhBkT3q1dEQGA2B0RAYDYHREBgNgdEQGA2BUTDaARhNA6MhMBoCoyEwGgKjITAaAqMhMBoCoyEwgsBoB2AERfaoV0dDYDQERkNgNARGQ2A0BEZDYDQERsFoB2A0DYyGwGgIjIbAaAiMhsBoCIyGwGgIjIbACAKjHYARFNmjXh0NgdEQGA2B0RAYDYHREBgNgdEQGAWjHYDRNDAaAqMhMBoCoyEwGgKjITAaAqMhMBoCIwiMdgBGUGSPenU0BEZDYDQERkNgNARGQ2A0BEZDYBSMdgBG08BoCIyGwGgIjIbAaAiMhsBoCIyGwGgIjCAw2gEYQZE96tXREBgNgVEwGgKjITAaAqMhMBoCo2C0AzCaBkZDYDQERkNgNARGQ2A0BEZDYDQERkNgBIHRDsAIiuxRr46GwGgIjIbAaAiMhsBoCIyGwGgIjILRDsBoGhgNgdEQGA2B0RAYDYHREBgNgdEQGA2BEQRGOwAjKLJHvToaAqMhMBoCoyEwGgKjITAaAqMhMApGOwCjaWA0BEZDYDQERkNgNARGQ2A0BEZDYDQERhAY7QCMoMge9epoCIyGwGgIjIbAaAiMhsBoCIyGwCgY7QCMpoHREBgNgdEQGA2B0RAYDYHREBgNgdEQGEFgtAMwgiJ71KujITAaAqMhMBoCoyEwGgKjITAaAqNgtAMwmgZGQ2A0BEZDYDQERkNgNARGQ2A0BEZDYASB0Q7ACIrsUa+OhsBoCIyGwGgIjIbAaAiMhsBoCIyC0Q7AKBgNgdEQGA2B0RAYDYHREBgNgdEQGA2BEQRGOwAjKLJHvToaAqMhMBoCoyEwGgKjITAaAqMhMApGOwCjaWA0BEZDYDQERkNgNARGQ2A0BEZDYDQERhAY7QCMoMge9epoCIyGwGgIjIbAaAiMhsBoCIyGwCgY7QCMpoHREBgNgdEQGA2B0RAYDYHREBgNgdEQGEFgtAMwgiJ71KujITAaAqMhMBoCoyEwGgKjITAaAqNgtAMwmgZGQ2A0BEZDYDQERkNgNARGQ2A0BEZDYASB0Q7ACIrsUa+OhsBoCIyGwGgIjIbAaAiMhsBoCIyC0Q7AaBoYDYHREBgNgdEQGA2B0RAYDYHREBgNgREERjsAIyiyR706GgKjITAaAqMhMBoCoyEwGgKjITAKRjsAo2lgNARGQ2A0BEZDYDQERkNgFIyGwGgIADaCQgAAs28vZoWqcEgAAAAASUVORK5CYII=", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "labels = cas.pl.labels_from_coordinates(simulated_tree, attribute_key='spatial')\n", "\n", "tree3d = cas.pl.Tree3D(simulated_tree, labels, attribute_key='spatial')\n", "tree3d.plot(show=True)" ] } ], "metadata": { "kernelspec": { "display_name": "tracer", "language": "python", "name": "tracer" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.14" } }, "nbformat": 4, "nbformat_minor": 4 }