{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Case Study: Zebrafish pigementation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In our previous zebrafish tutorial, we have shown how **{mod}`dynamo`** goes beyond discrete RNA velocity vectors to continuous RNA vector field functions. In this tutorial, we will demonstrate a set of awesome downstream differential geometry and dynamical systems based analyses, enabled by the differentiable vector field functions, to gain deep functional and predictive insights of cell fate transition during zebrafish pigmentation (Saunders, et al. 2019). \n", "\n", "With differential geometry analysis of the continuous vector field functions, we can calculate the **RNA Jacobian** (see our [primer on differential geometry](https://dynamo-release.readthedocs.io/en/latest/Primer.html)), which is a **cell by gene by gene** tensor, encoding the gene regulatory network in each cell. With the Jacobian matrix, we can further derive the **RNA acceleration, curvature**, which are **cell by gene** matrices, just like gene expression dataset. \n", "\n", "In general (see figure below), we can perform differential analyses and gene-set enrichment analyses based on top-ranked acceleration or curvature genes, as well as the top-ranked genes with the strongest self-interactions, top-ranked regulators/targets, or top-ranked interactions for each gene in individual cell types or across all cell types, with either raw or absolute values with the Jacobian tensor. Integrating that ranking information, we can build regulatory networks across different cell types, which can then be visualized with {func}`dynamo.pl.arcPlot`, {func}`dynamo.pl.circosPlot`, or other tools.\n", "\n", "\n", "\n", "In this tutorial, we will cover following topics:\n", "\n", "- learn continuous RNA velocity vector field functions in different spaces (e.g. umap or pca space)\n", "- calculate RNA acceleration, curvature matrices (**cell by gene**)\n", "- rank genes based on RNA velocity, curvature and acceleration matrices \n", "- calculate RNA Jacobian tensor (**cell by gene by gene**) for genes with high PCA loadings.\n", "- rank genes based on the jacobian tensor, which including:\n", " - rank genes with strong positive or negative self-interaction (`divergence` ranking)\n", " - other rankings, ranking modes including `full_reg`, `full_eff`, `eff`, `reg` and `int`\n", "- build and visualize gene regulatory network with top ranked genes \n", "- gene enrichment analyses of top ranked genes\n", "- visualize Jacobian derived regulatory interactions across cells \n", "- visualize gene expression, velocity, acceleration and curvature kinetics along pseudotime trajectory\n", "- learn and visualize models of cell-fate transitions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import relevant packages" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using already downloaded Arial font from: /tmp/dynamo_arial.ttf\n", "Registered custom font as: Arial\n", "\n", "\n", " ███ ████████ \n", "█████ █████ █████ █████ ███ █████ \n", " ██████ ██████ ██████ ████████ ████ \n", " ___ ████ ███\n", " | \\ _ _ _ _ __ _ _ __ ___ ███\n", " | |) | || | ' \\/ _` | ' \\/ _ \\█████ ███ \n", " |___/ \\_, |_||_\\__,_|_|_|_\\___/█████ ████ \n", " |__/ ███ █████ \n", "Tutorial: https://dynamo-release.readthedocs.io/ \n", " █████ \n", "\n" ] }, { "data": { "text/html": [ "
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packageumap-learntyping-extensionstqdmstatsmodelssetuptoolssession-infoseabornscipyrequestspynndescentpre-commitpandasopenpyxlnumdifftoolsnumbanetworkxmudatamatplotlibloompyleidenalgigraphdynamo-releasecolorcetanndata
version0.5.74.13.24.67.10.14.479.0.01.0.10.13.21.11.42.32.30.5.134.2.02.2.33.1.50.9.410.60.03.4.20.3.13.10.33.0.80.10.20.11.81.4.2rc13.1.00.11.4
\n", "
" ], "text/plain": [ "package umap-learn typing-extensions tqdm statsmodels setuptools \\\n", "version 0.5.7 4.13.2 4.67.1 0.14.4 79.0.0 \n", "\n", "package session-info seaborn scipy requests pynndescent pre-commit pandas \\\n", "version 1.0.1 0.13.2 1.11.4 2.32.3 0.5.13 4.2.0 2.2.3 \n", "\n", "package openpyxl numdifftools numba networkx mudata matplotlib loompy \\\n", "version 3.1.5 0.9.41 0.60.0 3.4.2 0.3.1 3.10.3 3.0.8 \n", "\n", "package leidenalg igraph dynamo-release colorcet anndata \n", "version 0.10.2 0.11.8 1.4.2rc1 3.1.0 0.11.4 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import warnings\n", "warnings.filterwarnings('ignore')\n", "warnings.filterwarnings(\"ignore\", message=\"numpy.dtype size changed\")\n", "\n", "import dynamo as dyn\n", "\n", "dyn.configuration.set_figure_params('dynamo', background='white')\n", "dyn.pl.style(font_path='Arial')\n", "dyn.get_all_dependencies_version()\n", "\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Set the logging level. Various logging level can be setted according to your needs:\n", "\n", "- DEBUG: useful for dynamo development, show all logging information, including those debugging information\n", "- INFO: useful for most dynamo users, show detailed dynamo running information\n", "- WARNING: show only warning information\n", "- ERROR: show only exception or error information\n", "- CRITICAL: show only critical information" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "from dynamo.dynamo_logger import main_info, LoggerManager\n", "LoggerManager.main_logger.setLevel(LoggerManager.INFO)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load processed data or data preprocessing \n", "\n", "If you followed the **zebrafish pigmentation** tutorial, you can load the processed zebrafish adata object here for all downstream analysis. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----> Downloading data to ./data/zebrafish.h5ad\n", "|-----> File ./data/zebrafish.h5ad already exists.\n" ] }, { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 4181 × 16940\n", " obs: 'split_id', 'sample', 'Size_Factor', 'condition', 'Cluster', 'Cell_type', 'umap_1', 'umap_2', 'batch'\n", " layers: 'spliced', 'unspliced'" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata = dyn.sample_data.zebrafish()\n", "adata" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----> Downloading data to ./data/zebrafish.h5ad\n", "|-----> File ./data/zebrafish.h5ad already exists.\n", "|-----> Running monocle preprocessing pipeline...\n", "|-----------> filtered out 14 outlier cells\n", "|-----------> filtered out 12746 outlier genes\n", "|-----> PCA dimension reduction\n", "|-----> X_pca to obsm in AnnData Object.\n", "|-----> computing cell phase...\n", "|-----> [Cell Phase Estimation] completed [49.3193s]\n", "|-----> [Cell Cycle Scores Estimation] completed [0.5694s]\n", "|-----> [Preprocessor-monocle] completed [4.0006s]\n", "|-----> dynamics_del_2nd_moments_key is None. Using default value from DynamoAdataConfig: dynamics_del_2nd_moments_key=False\n", "|-----------> removing existing M layers:[]...\n", "|-----------> making adata smooth...\n", "|-----> calculating first/second moments...\n", "|-----> [moments calculation] completed [37.9759s]\n", "|-----> retrieve data for non-linear dimension reduction...\n", "|-----> [UMAP] using X_pca with n_pca_components = 30\n", "|-----> X_umap to obsm in AnnData Object.\n", "|-----> [UMAP] completed [12.8499s]\n", "|-----> incomplete neighbor graph info detected: connectivities and distances do not exist in adata.obsp, indices not in adata.uns.neighbors.\n", "|-----> Neighbor graph is broken, recomputing....\n", "|-----> Start computing neighbor graph...\n", "|-----------> X_data is None, fetching or recomputing...\n", "|-----> fetching X data from layer:None, basis:pca\n", "|-----> method arg is None, choosing methods automatically...\n", "|-----------> method ball_tree selected\n", "|-----> [calculating transition matrix via pearson kernel with sqrt transform.] in progress: 100.0000%|-----> [calculating transition matrix via pearson kernel with sqrt transform.] completed [6.0389s]\n", "|-----> [projecting velocity vector to low dimensional embedding] in progress: 100.0000%|-----> [projecting velocity vector to low dimensional embedding] completed [1.1716s]\n", "|-----> method arg is None, choosing methods automatically...\n", "|-----------> method kd_tree selected\n", "Using existing pearson_transition_matrix found in .obsp.\n", "|-----> [projecting velocity vector to low dimensional embedding] in progress: 100.0000%|-----> [projecting velocity vector to low dimensional embedding] completed [1.1949s]\n", "|-----> method arg is None, choosing methods automatically...\n", "|-----------> method kd_tree selected\n", "|-----> method arg is None, choosing methods automatically...\n", "|-----------> method kd_tree selected\n", "|-----------> plotting with basis key=X_umap\n", "|-----------> skip filtering Cell_type by stack threshold when stacking color because it is not a numeric type\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 301, "width": 296 } }, "output_type": "display_data" } ], "source": [ "preprocessor = dyn.pp.Preprocessor(cell_cycle_score_enable=True)\n", "preprocessor.preprocess_adata(adata, recipe='monocle')\n", "dyn.tl.dynamics(adata, cores=10)\n", "dyn.tl.reduceDimension(adata)\n", "dyn.tl.cell_velocities(adata)\n", "dyn.tl.cell_velocities(adata)\n", "dyn.pl.streamline_plot(\n", " adata, color=['Cell_type'], \n", " basis='umap', show_legend='on data', \n", " s_kwargs_dict={'adjust_legend':True},\n", " show_arrowed_spines=False,\n", " figsize=(4,4),\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you confronted errors when saving dynamo processed adata object, please see the very end of this tutorial. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you would like to start from scratch, use the following code to preprocess the zebrafish adata object (or use your own dataset): " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```python\n", "adata = dyn.sample_data.zebrafish()\n", "\n", "dyn.pp.recipe_monocle(adata)\n", "dyn.tl.dynamics(adata, cores=3)\n", "\n", "dyn.tl.reduceDimension(adata)\n", "dyn.tl.cell_velocities(adata)\n", "\n", "dyn.tl.cell_velocities(adata)\n", "dyn.pl.streamline_plot(adata, color=['Cell_type'])\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Differential geometry analysis\n", "\n", "In this part we will demonstrate how to leverage **dynamo** to estimate RNA jacobian (reveals state-dependent regulation), RNA acceleration/curvature (reveals earlier drivers and fate decision points), etc.\n", "\n", "To gain functional and biological insights, we can perform a series of downstream analysis with the computed differential geometric quantities. We can first rank genes across all cells or in each cell group for any of those differential geometric quantities, followed by gene set enrichment analyses of the top ranked genes, as well as regulatory network construction and visualization.\n", "\n", "The differential geometry and dynamical systems (i.e. fixed points, nullclines, etc mentioned in the previous zebrafish tutorial) are conventionally used to describe small-scale systems, while the vector field we build comes from high-dimensional genomics datasets. From this, you can appreciate that with **dynamo**, we are bridging small-scale systems-biology/physics type of thinking with high-dimensional genomics using ML, something really unimaginable until very recently! " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In order to calculate RNA jacobian, acceleration and curvature, we can either learn the vector field function directly in the gene expression space or on the PCA space but then project the differential geometric quantities learned in PCA space back to the original gene expression space. Since we often have thousands of genes, we generally learn vector field in PCA space to avoid the curse of dimensionality and to improve the efficiency and accuracy of our calculation. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Vector field learning in PCA space" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To learn PCA basis based RNA velocity vector field function, we need to first project the RNA velocities into PCA space." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using existing pearson_transition_matrix found in .obsp.\n", "|-----> [projecting velocity vector to low dimensional embedding] in progress: 100.0000%|-----> [projecting velocity vector to low dimensional embedding] completed [1.3163s]\n", "|-----> method arg is None, choosing methods automatically...\n", "|-----------> method kd_tree selected\n" ] } ], "source": [ "dyn.tl.cell_velocities(adata, basis='pca');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we will use the {meth}`dynamo.vf.VectorField` function to learn the vector field function in PCA space. This function relies on [sparseVFC](https://www.sciencedirect.com/science/article/pii/S0031320313002410) to learn the high dimensional vector field function in the entire expression space from sparse single cell velocity vector samples robustly. \n", "\n", "Note that if you don't provide any basis, vector field will be learned in the original gene expression and you can learn vector field for other basis too, as long as you have the RNA velocities projected in that basis. \n", "\n", "Related information for the learned vector field are stored in adata." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----> VectorField reconstruction begins...\n", "|-----> Retrieve X and V based on basis: PCA. \n", " Vector field will be learned in the PCA space.\n", "|-----> Learning vector field with method: sparsevfc.\n", "|-----> [SparseVFC] begins...\n", "|-----> Sampling control points based on data velocity magnitude...\n", "|-----> method arg is None, choosing methods automatically...\n", "|-----------> method ball_tree selected\n", "|-----> [SparseVFC] completed [1.2615s]\n", "|-----> [VectorField] completed [1.4585s]\n" ] } ], "source": [ "dyn.vf.VectorField(\n", " adata, \n", " basis='pca',\n", " M=100\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Velocity, acceleration and curvature ranking" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To gain functional insights of the biological process under study, we design a set of ranking methods to rank gene's absolute, positive, negative vector field quantities in different cell groups that you can specify. Here we will first demonstrate how to rank genes based on their velocity matrix. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Basically, the rank functions in the vector field submodule (**{mod}`dynamo.vf`**) of **{mod}`dynamo`** is organized as **rank_**{quantities}**_genes** where {quantities} can be any differential geometry quantities, including, **velocity, divergence, acceleration, curvature, jacobian**:\n", "\n", "- {meth}`dynamo.vf.rank_velocity_genes`(adata, groups='Cell_type')\n", "- {meth}`dynamo.vf.rank_divergence_genes`(adata, groups='Cell_type')\n", "- {meth}`dynamo.vf.rank_acceleration_genes`(adata, groups='Cell_type')\n", "- {meth}`dynamo.vf.rank_curvature_genes`(adata, groups='Cell_type')\n", "- {meth}`dynamo.vf.rank_jacobian_genes`(adata, groups='Cell_type')\n", "\n", "Gene ranking for different quantities (except `jacobian`, see below) are done based on both their raw and absolute velocities for each cell group when `groups` is set or for all cells if it is not set." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "dyn.vf.rank_velocity_genes(adata, \n", " groups='Cell_type', \n", " vkey=\"velocity_S\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ranking results are saved in `.uns` with the pattern **rank_**{quantities}_**genes** or **rank_abs_**{quantities}**_genes** where `{quantities}` can be any differential geometry quantities and the one with `_abs` indicates the ranking is based on absolute values instead of raw values. \n", "\n", "We can save the speed ranking information to `rank_speed` or `rank_abs_speed` for future usages if needed. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "rank_speed = adata.uns['rank_velocity_S'];\n", "rank_abs_speed = adata.uns['rank_abs_velocity_S'];" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next we use {func}`dynamo.vf.acceleration` to compute acceleration for each cell with the learned vector field in adata. Note that we use PCA basis to calculate acceleration, but {func}`dynamo.vf.acceleration` will by default project `acceleration_pca` back to the original high dimension gene-wise space. You can check the resulted adata which will have both acceleration (in `.layers`) and `acceleration_pca` (in `.obsm`). We can also rank acceleration in the same fashion as what we did to velocity." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----> [Calculating acceleration] in progress: 100.0000%|-----> [Calculating acceleration] completed [0.1735s]\n" ] } ], "source": [ "dyn.vf.acceleration(adata, basis='pca')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": true }, "outputs": [], "source": [ "dyn.vf.rank_acceleration_genes(adata, \n", " groups='Cell_type', \n", " akey=\"acceleration\", \n", " prefix_store=\"rank\");\n", "rank_acceleration = adata.uns['rank_acceleration'];\n", "rank_abs_acceleration = adata.uns['rank_abs_acceleration'];" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, we can also use {meth}`dynamo.vf.curvature` to calculate curvature for each cell with the reconstructed vector field function stored in adata. {meth}`dynamo.vf.rank_curvature_genes` ranks genes based on their raw or absolute curvature values in different cell groups." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----> [Calculating acceleration] in progress: 100.0000%|-----> [Calculating acceleration] completed [0.1499s]\n", "|-----> [Calculating curvature] in progress: 100.0000%|-----> [Calculating curvature] completed [0.1522s]\n" ] } ], "source": [ "dyn.vf.curvature(adata, basis='pca');" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "scrolled": true }, "outputs": [], "source": [ "dyn.vf.rank_curvature_genes(adata, groups='Cell_type');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we estimated `RNA acceleration` and `RNA curvature`, we can visualize the acceleration or curvature for individual genes just like what we can do with gene expression or velocity, etc.\n", "\n", "Let us show the `velocity` for gene `tfec` and `pnp4a`. `bwr` (blue-white-red) colormap is used here because velocity has both positive and negative values. The same applies to `acceleration` and `curvature`. " ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----------> plotting with basis key=X_umap\n", "|-----------> plotting with basis key=X_umap\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 283, "width": 576 } }, "output_type": "display_data" } ], "source": [ "dyn.pl.umap(adata, color=['tfec', 'pnp4a'], \n", " layer='velocity_S', frontier=True,\n", " figsize=(5,4),dpi=80)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is for acceleration of genes `tfec` and `pnp4a`. " ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----------> plotting with basis key=X_umap\n", "|-----------> plotting with basis key=X_umap\n" ] }, { "data": { "image/png": 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Tev78+Vprrf/2t7/pxx57rObt8ssvL/nMss+///770dw77LBDNGbatGlVr8HzPN2/f/9o7Mcff1zzmgVBEFYkxJASBEFfdtllkZB59tlnOxyvZUi1tbXpVVZZRQM6l8vpqVOnVj3PU089Fc2z7rrrlhw74YQTomP33Xdf1TmSf3jeeOONXXiXgvDtYd99941+Dt58882KY955553IvP3hD3+4XM5x7bXXRnPccMMNFedob2/XgwcP1oBeZZVVdLFYLDn+2muvRXMccMABVa/34IMPjsa9/fbbJcc8z9N9+vTRgB4yZEiHc1gee+yxaI4TTzyx6rkEQeh+7M8eoH/3u99VHXfggQdG415++eWSY91tSG244YY6n89XnOOtt96KPv/23HPPTr9PrbWeOHFidI4zzjij4pgNNtggGvPVV19VnevOO+8s+d5NmTKlS9ciCIKwPJFQc0EQSjKcyvNZ6pHL5TjrrLMAk7Xw//1//19J5z3L//73P0aPHh09/vnPf15y/IwzzogyaH72s5/x1ltvdZjjnXfe4eKLLwZM95yjjjqqS9cqCN8GFixYwNNPPw3AjjvuyFZbbVVx3GabbcbIkSMB+Mtf/hI1EejJczz00EMAZDIZjj/++IpzZLNZTjjhBMAE+D733HMV5wA45ZRTql7z6aefHt0vz7z66quvomvbfPPNq+Zd7bDDDtH9adOmVT2XIAjLlmo6YOzYsUyYMAGAPfbYo+RndlkwZcoUTj755JL8OzARBYcffjhaa5RSkTbpTtZZZ53o/u23315xzCOPPMKZZ55Z8lxnMrgEYUWnNzVseeWVVzjuuOPYcMMNaW5upqGhgbXWWovDDz+cv/3tb3Vff+ONN6KU6tRtSbJ+lzWSISUIAkOGDInuX3LJJeTzeXzf58c//nGnwpDPOecc/va3v/H888/z3nvvMXz4cEaPHs12222H53m89tpr3HPPPZFI2m233TjxxBNL5th444254oorOP/885k7dy4jRozg6KOPZuedd6ZYLPLKK69w7733UiwWAfPhO2DAgG78LgjC0rHNNtswc+bMmmNWW201Xn/99aU6zwsvvBD9cbT77rvXHLvbbrsxceJE8vk8zz33HAcccECPnWPBggXRH5QjRoygqamp5hyXXHIJYJoj7LnnntGxiRMnAsa42mmnnarOMWLECBobG2ltbeWvf/0rV155ZXQsmbtSyTC3JNuoDxo0qOo4QRCWHUop5s2bxw477MBPf/pTvvvd79LS0sIf//hH/vGPfwDQv39/brnllh65lrvvvps333yT0aNHM2jQIN555x1uv/32KI/u5JNP5rvf/W63n/uYY46J/hj9xS9+wZtvvskee+xBv379mD59OhMmTOA///lPh9ctWLCg269F6J10RtdA92gbS29q2OJ5HqeddlpFw3n69OlMnz6dhx9+mIMPPpj77ruvqo6aNGlSZ972CosYUoIgsMceezBw4EC++uor3nvvPX7yk58A5hfR8OHD677edV2eeuopjjnmGB555BFaWlqqBhzvv//+/L//9/9wnI4Fmueddx5aa/7v//6PQqHAuHHjGDduXMmYTCbD2LFjGTVq1BK8U0FYdsycOZMvP/+c1asc/7LK813l3Xffje5vttlmNcdusskm0f1JkyZ12pDqjnO89957BEGwRHNYgiCIOkcNGzasZue7TCbD+uuvz6RJk5g8eTK+70ft1hsaGthss8149913eeedd/j73/9eYnpZrrnmmuj+iriKKAi9gc0224ztt9+eu+66i1tuuaWD8bTWWmvxl7/8hfXXX3+ZX8vFF1/MrbfeyltvvVWxYuucc87h6quvXibnPvzww3n++ee54447ABg/fjzjx4/vMG6vvfZin332iSql3nnnHb73ve8tk2sSehf1dA10n7ax9KaGLUkzqrm5OVrMd12XN998k7vvvpt58+bxpz/9iUKhwOOPP45SqsM8VjdtsMEGdT+Pko2kVhiW955BQRBWDCZPnqz3339/vdJKK+lsNqvXWmutKE+qVoZUOS+88IIePXq0HjZsmG5qatKZTEYPHTpU/+hHP9JPPfVUp65lypQp+rTTTtPDhw/Xzc3NOpvN6mHDhukxY8boDz74YKnepyAsKwYPHqwHg9a5XMXbYNCDBw9e6vMcf/zx0c/ja6+9VnPs66+/Ho099thje/QcDzzwQPT8tddeW/eczc3NHfLlPv/882iOfffdt+4c++23XzR++vTpJcceffTR6FhjY6P+9a9/radOnapbWlr066+/rg844IDo+O67794h9FwQhGWL/fnbYosttNbmZ3bnnXfWffv21Q0NDXqrrbbSV111lV64cGHVObo7Q+qxxx7TM2fO1Keffrpea621dDqd1quttpo+9NBD9YsvvrjE77UzGVKW8ePH67333luvssoqOpVK6ebmZr3BBhvoww8/XP/1r3/VQRDoL7/8UqdSKQ3oHXfccYmvSxCS1NM13alttO5dDVv+/e9/R8fXWmutis0IPv/8cz18+PBo3IMPPthhTLFY1NlsVgP66KOP7uq3Y4VADClBEARB6AYGDx6sByuldd++FW+DleoW0ZYM9P3kk09qjv344487FQi+LM7xm9/8puoffJVYc801NaD79esXPff2229Hc4waNaruHMlOem+99VaH43fddVcUbl7p1tDQoM8++2zd1tZW91yCIHQv5YbU8qLckBKE3ko9XdOd2kbr3tWwZdSoUdEcf//736te75tvvhmN22WXXTocnzx5ck3j65uAhJoLgiAIQnehFGQylW8VyqyXhNbW1uh+LperOTZ5PPm6njhHV+ZIjumOOcpfaznuuOO4+eabSafTFV+/0korscEGG0Rb/QRBEAShV1NL13SjtultDVv+/ve/AyZ/a4899qh6zVtttRUbbLABQMXMuGTMweabb151nhUZMaQEQRAEoTupJtqAL7/8kiFDhlS9dQYb7A9UzCRIkjzueV6n30J3nKMrcyTHdMcc5fOACSzfdtttGTVqFJ7n8cMf/pA777yThx56iCuuuIJhw4bx+eefc+KJJ7LXXnt1ycATBEEQhG8ttQypbqKrzVSAqJlKT56jqw1bLH/961+j+/l8nnXWWYehQ4ey6aab1r3ulVZaKXpdW1tbybFvgyEloeaCIAiC0F3YlcRqx7Re6lMkg73rtRTO5/PR/UwXhGN3nKMrcyTn6Y45yudZtGgRO++8M//73//IZDKMHz+efffdt+S15557Lscffzz33XcfEydO5Cc/+QmPPfZY3XMKgiAIwreWWrrGHu8GelPDlmw2y0svvdSpa/Z9nylTpgDQ2NjYobmLnXeVVVZh1VVXRWvNBx98wKeffkoul2ODDTZgjTXW6NS5lhdiSAmCIAhCd1HHkFp9tdWYMWPGUp2iubk5ut/e3l5zbPJ4rQ51y+IcXZkjOaY75iif54YbbuB///sfAFdccUUHMwognU4zbtw4Jk+ezBtvvMGECRN45ZVX2H777eueVxAEQRC+lfSQITVt2rTo/tprr11z7NChQ6P7n376aY+eoytz9O/fn+bmZlpaWrp0nUkeffRR5s2bB8AOO+zQ4bg1pDbaaCOuu+46brrpJj777LOSMSNGjODKK69k1113XaJrWNbIlj1BEARB6E6WcVn7gAEDovtff/11zbFz586N7g8aNKhHz9GVOZLzdMcc5fPYVunpdJoxY8ZUfX0qleKMM86IHj/xxBN1zykIgiAI32p6YMvenDlzovsDBw6sOdZuYYPOaYPuPEdX5kjO05XrtCxatIjzzjsvenz00UeXHJ8zZw4zZ84E4MUXX+Scc87pYEaByZ7abbfduOaaa7p8DT2BGFKCIAiC0F30QKj5hhtuGN2fPn16zbHJ4/VW8rr7HF2ZY968ebS0tHSYY7XVVqNfv36dmiM5JpfLseqqq0bP2+qoddddt6TqqhLf+c53ovtTp06te05BELoHbbp/8/bbby/X67j00kujaznwwAOX67UIwnKnh0LNe1PDls4QBAFHHXVUVFm12Wab8ZOf/KRkTHIbIMC2227LhAkTmDNnDq2trbz55puceOKJKKXQWnPeeefxwAMPdOk6egIxpARBEAShu+gBQyqZSfDee+/VHJs8Xi/roLvPsdFGG+E4zlJf58YbbwzAhx9+WBJyXk6hUODDDz+Mrt+eO0lntv2pxL+TdNsTBEEQejWdMKSkYUv9ebpynVprjj/+eB5//HHAZEc9+OCDHTTJtGnTSKVMAtOPf/xjXn75ZQ444AAGDhxIQ0MDW221Fbfffjvjxo2LXvOzn/2MxYsXd/paegIxpARBEAShO1nGZe0jRoyIBE697jLPPvssYIyV733vez16joaGhih/6eWXX65pBtk5gA4ZB7b1cmtra8WWx5Z///vfUfeZ8jmsIP7ss8+YNWtWzfeTDD3tSlWZIAiCIHwr6YEte72pYUstfN/nmGOO4Z577gHAcRzuu+++koVCy09/+lPa29v5+OOPuffeeyNzqpxjjz2W/fffHzDb/GyMwYqCGFKCIAiC0F0oBblc5Vs3VUj17duXvfbaC4CJEyeWGChJJk2axD//+U8A9t5772jrW0+e40c/+hFgzKS777674hzt7e3ceeedAKy88sodWjHbOQBuuummqtd84403RvcPO+ywkmN77LEHYErgb7755qpzaK357W9/Gz3ee++9q44VBEEQhG89tXRNqG1WX311ZsyYUfXWGXpTw5ZqtLa2ctBBB/H73/8eMGbU3XffzSGHHFL1Na7rss4669St1jrqqKOi+y+88ELda+lJxJASBEEQhO6iB7bsAZx99tmAMVCOOOKIkpBNgNmzZ/PjH/8YrTUA55xzznI5xzHHHBOFfp5//vm89tprJceLxSKjR4/miy++AOC0007rIKq22morvv/97wOm28xtt93W4Tw333wzjz32GGCqo7bZZpuS42eeeWa0cvjrX/+ahx56qMMcQRBwxhlnRK2Yd9ppJ3baaacO4wRBEASh19BDGVK9qWFLJWbNmsUuu+zCn//8Z8A0Wfn973/PMcccU/ccnWH48OHRfau5VhQq13UJgiAIgrBkdGMJezV23nlnRo0axX333cfkyZPZYostGDNmDOuvvz4ffvght956a9R55bjjjmOXXXbpMMfaa68dhWVOnDgx2hrXnecYMGAA1157LaNHj6alpYXvfe97nHDCCYwYMYK5c+dy9913RwHGm266Keeee27F9/vb3/6WbbbZhra2Nk4++WT+/ve/c8ABBwAwYcKEKGehqamJW2+9tcPr119/fa677jrOPPNMPM/jxz/+MePGjeOAAw5g1VVX5dNPP+X++++PKsFWXnll7rvvvnr/DIIgCILw7acHdE15I5Rkg5Fyuqthy5KcozsatpTzv//9j7322otp06YBpprqj3/8I/vtt1/N+btCOp3utrm6GzGkBEEQBKG7sCuJ1Y51I3feeSeLFi1i/PjxfPnll1x88cUdxhx66KEVDZqePMcxxxzDrFmzuOiii8jn8/z2t78t2RYHxox6+umnq5a0b7zxxvz5z3/mkEMOYcGCBUyYMIEJEyaUjBkwYADjx49no402qjjHGWecQSaT4Wc/+xn5fJ5nn322JLvKssEGG/DYY4+x7rrrVn1PgiAIgtArqKVr7PFuoLyZSq0Ol93VsGVJzmEbtgRB0C2NZSZPnsxuu+3G7NmzAbMg9sQTT7DDDjvUnBtg3LhxfPnll7S0tHD11VfXHJvcOrnGGmvUnbsnkS17wgqJ53mcccYZKKWi2w477MCbb75JEATL7bo+/vhjzjvvPAYOHBhdVzab5aqrrupS9wRBEL6l9NCWPTABmX/6058YP348++23H6uuuirpdJqBAweyzz77MH78eB5++OEuBX4uq3Ocd955vPbaaxxzzDGstdZaZLNZ+vTpw4gRI7jhhht4/fXXGTx4cM05dt99d6ZMmcK5557LxhtvTFNTE7lcjuHDh/Pzn/+c9957r0OVVzljxozho48+4vzzz+c73/kO/fr1I51Os+qqq7LXXntx1113MXny5KiznyB0F57nceWVV5JOpyP9MHDgQMaOHRutoC8vRNsIglCVHtqy19satoD57N19990jM2rNNdfkpZde6pQZBXDttddy8cUXc8011zB16tSaY5955pno/o477tip+XsKpW34gyCsILz77rvss88+fP7554BZGf/DH/7AlltuWdKOe3nS3t7OI488wpVXXskHH3wAwHrrrcdPfvITVl55ZQqFAplMhlwux6qrrspWW23F0KFDV5jrFwSh+xkyZAjMm8eMI46ofPz//T8YMKDTAZ+CIHw7mDx5MqNGjeLNN98EzAr7RRddxOGHH161K9LyoJK2GTZsGEcccYRoG0HohdTTNdC92uaAAw7gz3/+M0opJk2aVLGqaNKkSWy11VZordl333158skne/wcN9xwA2eddRZgMixPOeWUDnO0t7ez3nrr8cUXX7Dyyivz+eefl2RkFgoFtt9++yi2YP311+e5556LugJ3hlNPPZVbbrkFMLmf1113XcVxM2fOZOONN2bevHk0NzczY8aMLjW6WdaIISWsMGitue666zjvvPPQWuM4Dtdddx1nnHEGjrNiFvO1t7dz6aWXcu2119at3Bo4cCBbb701W2+9NSNHjmS33XZbYd+XIAhdZ8iQITB/PjNGjap8/L77oH9/MaQEoZegtWbs2LFccMEFeJ6H4zice+65XHbZZUtVubisEW0jCALU1zXQvdrmhRdeiPIoN910U5577jlWWWWV6Pjs2bMZOXIk77//PgDPP/98xfzKZX2OefPmscEGG/DVV1/R3NzMc889x7bbbhsdLxaLHH300VEDlUsvvZRLLrmkZI5f/OIX/OpXvwKgf//+vPXWW13KwwL473//yxZbbIHneaRSKR599NEoX9Py1Vdfse+++/Lqq68CcPnll/OLX/yiS+dZ1oghJawQBEHA6aefHrm8w4cP58knn/zGZHi88sornHrqqbS1tdHQ0EAmk6FQKNDW1sann35asRx/3XXX5aSTTmL06NFRFypBEL65DBkyBBYsYMZPf1r5+Lhx0K+fGFKC0AuwXRtvvvlmwOia3/3ud2y33XbL+co6j2gbQejd1NM10P3a5phjjomaiqy++uo1m6mMGzeuw+vrNWzpjnMA/O53v2P06NEAZLPZmg1bXn311ZKMzLlz57LWWmtFn6HHHnss+++/f6e+P3vuuSeNjY3R41/96leRwaSU4pBDDmGfffYhl8sxadIkxo0bF3UD3HPPPXnqqadWqMpcEENKWAEIgoDjjjuO3/3ud4D5obz99tuXqhtA8v/qnqok11pXLFsPgoAPP/yQN954gzfeeINXX32Vl156KWqVns1mOeywwzj//PNLWnIKgvDNIhJuJ59c+fitt4ohJQi9gCAI+OlPf8q9994LGF1z6623lmzX6CrLQ9eY84q2EYTeSj1dA92vbQqFAj/+8Y8ZP3581TGHHnoo999/f8VK084YUkt7DsvVV1/NRRddhO/7FY/bhi3lGZl33HEHJ510UtV5a/HJJ590qKS68sorufjii6teB8Bhhx3GvffeW7V5zPJEamqF5YrWmjPOOCMyo84++2zuvvvuLplRWne81Tpe98VVB9emWoaC4zhsuOGGHHHEEYwdO5YXX3yRjz76iHPPPZeVV16ZfD7P73//ezbffHOOOuooPv74Y8QnFoRvKD0Yai4IwoqH1TXWjLK6pqtmlNYQBOD75hYE8a38uUq6Jzm+2rjO0B3a5rzzzqNYLHb95IIgLH96KNTc0hsatrz77rtLfO2VuPDCC5k8eTKnnnpqSdOXtddemyOPPJJ//OMfPPTQQyukGQVSISUsZ6655hrOO+88oHYYWyWi/3Nr/S9c6UMyMb5Ln6HL4I/JSgGiYPYSb7/99pLJIAjfIIYMGQKLFjHj3HMrH7/mGujTRyqkBOFbzNLoGmsa1VpcAyNHlAIrC+zzWpvn6yl7+1o7T3dTSdukUim22247Ro4cKbpGEL4h1NM1INpGWHrEkBKWG++++y5bbLEFWmuOPfZY7r777k69Tms6qK3kw/L/oVX0VVdUXl0WY8tAveXzeW699VYuvfRSFi5c2OG4ZDIIworPkCFDoKWFGRddVPn4r34FYXcTQRC+fSyNrvH9uLLJPletssnKEK2NsaQ1uG5sMHXWaEoaW8vCmMrn81x55ZVcccUVHcLRRdcIwopPPV0Dom2EpUcMKWG54HkeQ4YMYdasWWy88cZMmjSpbsBaLSOq0v/EJUPDB0qFBpVSsfhKHKtItQPLQL1prZk2bRr//ve/JZNBEL5hRMLtsssqH7/kEhFtgvAtpVzXvPPOO7iuW/M11nTyvPg5uyWvM+rcejxJE8pxwHE0Ti1TquxA/Lr651wS2traePbZZ5k4caLoGkH4BlFP14BoG2HpkVpZYbnws5/9jFmzZuE4Dk8//XR9MyoorV+PStqJzaiKMVCBNjedWG3UoIOAwNcEXlwfr/2ycAbPM7di0dzKAxuWgZerlGKdddapm8mw5ZZbctVVV+ElVawgCMsfyZAShF5JUtf87W9/65QZZaWGfWxlR71MKCtNknKlWNQUixqvqPGK4Vx+eEtImWIRioVwrKejOex8y4KGhgb2228/0TWC8E2khzOkhN6HGFJCj/Puu+9GbZDHjh3L0KFDq461plKH56hjRFWoprKDtR8QeAHa90EHBEUfHSo2XSzGitCqNDuhfZw0psLjJYZXhRDRpfGu1l13Xa6++mpmzJjB73//ezbaaCMKhQIXXnghO+ywA5MnT17yyQVB6F7EkBKEXke5rhkyZEjN8dZUsgZQEBhDqGxXW8XcqI56QptIAkCH8xYK0J7XFPIar6DxvYDAT9402tcEnjnmeTq6Bnsd9nE+D21t8a293czf2SquSoiuEYRvEGJICcsYMaSEHuewww4DYOONN+b000+vPbjCFr3KRpS1qMKbDkof+x54RaOiCgUoFtBtbeGtFd3Wjs4XoFBEF71S0ylpTnleZETpUNT5RWNwlYeRlptUdsolFXC5XI6jjjqKt956i/POOw/HcXj99dfZeuutue6666QznyCsKFQTbYIgfCtJ6pozzjij5tjkuhaUbtlLmk6VfqV31BA61hk+BEFY9eQF+AVNMW8qoWwBeCyLdFx5Hphb4Af4vqatDRYuhEWLjAGVz5dWVxUKxpRavBhaWsyYJS1qEl0jCN8QahlSgrCUiCEl9Cgvv/wy77//PgCPPPJIzQ4r1SqjzH1jOulIhSVuvhfeQvUUKao8BEXzvFeEwEMXClAsogt5gvZ2gvZ2dHt7qQpLGlFaoz2foOjHlVW1kkfL31Pnh1Yll8vx61//mpdffpnhw4dTKBQ455xzOPPMMzuEhgqC0MNIhZQg9CrKdY2q8XNevjBlzaikEWXlRvkt+VqdcKwU9qPFGEsOGoXJgwo0eEVNsV3je5qip/F8ja/BL4s3KBY1+faAQiEoKRCvhdZGJrW2GnOqWFyy76HoGkFYgZEKKWEZI4aU0KOMGTMGgBEjRtQMr6xqRoUmlPZDM8pWQsWqKjSlbDVUuzGnglDhebbSyVRJ4RXQXgHy7VDIo/Pt6PY2gva8WQIM69N1oYjfXsAv+vi+Jgg02vfRvocueqV5VUF9p8kaU0uz+Lf99tvz5ptvcuyxxwJw0003cfzxx4t4E4TljawiCkKvobO6plIVtTWjoHp+VBJrPClA2c54SqMIcB2N44LSAU7goQt5UsV23GIbqtAGbe2oYt7onqIHfoDnBxQ9bbbgFUH7oAKTr2lzp6xBVo8giLf1LakMEV0jCCsoUiElLENqJ0kLQjcye/Zs3nnnHQBuv/32qquIlcI8dWg66SAIj5fVsycNqWgZkfAWqsDAjxVgtPwHqPCLUmEluxF32jed+DQOuC7adY0JphS4LspNhS/2wcP0XA4rvnRAaSe/8ssML93mRyTbLtvXdGbBIZfLcffdd9O/f3+uv/567rnnHvr06cMNN9xQc5VWEIRlhF1JrHZMEIRvDUldc8cdd9T8vVv++9+aUUljKvny5P14AUuHnYKjWVHa5EGhPRzPLMBpP15xjhoKExpO4WNfOQSuS0CqRIA4drT2CXDQWuH75nAq1fE6k9lTxaK5TqUgl4N02twyGfO1M138RNcIwgpGLV1jjwvCUiAVUkKPceGFFwIwcOBANttss+oDOzhSpl5dR4osoejKw5qSZlQQmMoou4WvWDRVT/l8Yhky3kOnE8EOOvAJAj+sxPLQvtnWRyFvtvt5RbSXR2vfmGX2PIEfGmDmFgS6JH7KK4unsm+pvLlfZ8vlLWPHjuWss84C4MYbb2Ts2LFd+rcRBKGbWA5b9iZMmMC+++7LoEGDyGQyDBkyhAMPPJCnnnpqhTrHW2+9xahRo1h77bXJZrOsssoq7LTTTtx2220UCoVOzTFz5kzOPfdcNtlkExobG+nbty+bb745l1xyCbNnz+7UHPl8nhtvvJEdd9yRfv360dDQwLBhwzjxxBMjc0EQOkNndU35Vj27GFVuRtnFqfIFKgiPKcw6WHLbnu+R8lpxi+0obcKclBtu5cMaUCb4PFx2iyrOVaGIU2zH8fKowEMFoabBbP2LNE2ou3wv3NqX1yxcCF9+CTNmwKxZMG+e2bpnZdaiRSZnatEi+PprmDkT5s41xzqD6BpBWEFYTlv2RNv0Hm2jtCQGCj1AEAT06dOH1tZWbr311qjEvZzy7nimIirMi4rCy0vHlCV6xiGdfqKXsk3irNJ5r+RhdM9WOCVUoFLgOmE1lGu+ptLmK6BSKQLchPRTBFolThN/aNtVRIi/plLxY/tcUpzW49hjj+Xee+9FKcXbb7/N5ptvXv9FgiB0C0OGDIFCgRl/+lPl4wcfDJkMM2bM6JbzFYtFjjrqKB5++OGqY4488kjuvfdeUqklK4jurnNcf/31nHvuufhV+spvvfXWPP744wwePLjqHM8//zwHHXQQ8+bNq3h80KBBPPLII+y8885V5/j888/Ze++9q3bxSqfTjB07ltNOO63qHIIARtf07duXxYsXc9ttt3HSSSdVHGeb9NZrclLpd7x9jbmvE2M0SgdQyOP4xZLxilgr6YQksjjKzhCPR4FWDkEqbbQNRnQowNcK5TgUwzW31lZjNBUK4AdQLKqSGAJb9ZVKmSqpvn0hmzV/t4ZSiVQK+vfv3G4fq2scx+Gtt94SXSMIPUg9XQOibUTbLD1iSAk9wjPPPMOee+6JUop58+bRr1+/iuNK8pe0qVqyoqm2GZUwpDyfyFby/biOvOREuoI5Fa4dJkSh3cqnEqaUUhjBZuvXXZcgnSGwSkulo3AHrUy5e2mpfnyCckOqfJW00qppLYrFIltssQXvv/8+jY2NzJkzh8bGxtovEgShW4iE2xNPVD6+//7dKtqOP/54xo0bB8Daa6/NSSedxFprrcWUKVO4/fbbmTlzJgCnnnoqv/3tb5fbOR544AGOPPJIAJqamhgzZgxbb701s2fP5p577mHSpEkAbLPNNvzrX/8im812mGPKlClss802tLS0oJTi8MMPZ5999qFYLDJhwgSeCL/nAwYM4NVXX2XYsGEd5mhvb2e77bbj3XffBWDHHXfkyCOPpF+/frz88suMGzeOfFi+8cgjj3DIIYcs0fdM6B10VteUhpHHVdDJbnrVzKjYkCozo3wPp9AeVi8ZbCVU8rUQFpmXPYZQUygoT2fy3TSk0qZGSimKeSj6DsWiouiZ+E27xpfPh0XnfnwFTrhmZ/+GcxxobIyLKRobjVEF0NwMffrUXnATXSMIy496ugZE24Bom6VFDCmhR7jwwgu56qqr2GmnnXjxxRcrjimpjtJhcLkVV4EtMS/739UPy8k9E9AZ5UhBHGxgyyVLFFrHqigdKSIV5UppzL5Ws4IYO0TaUQROaEC5LrgpE5DgpkA5aNKgFJ6vwnlVJD7R1uiKz580nspzpJRSkTllhV4tvvjiC4YOHUoQBDQ1NfHvf/+79hZJQRC6hSFDhkCxyIynn658fO+9IZ3uFtH24osvRqtl3/nOd5g4cSJ9+/aNjs+ePZtdd92V//73vwBRK/WePsf8+fNZb731mDt3Lv379+fFF19k0003jY4Xi0VGjRrFgw8+CMB1113H2Wef3eFadtttN5577jkA7r///kgEWm655RZOPfVUAPbbb79IxCW5/PLLufjiiwE44YQTOmQZvvLKK+y+++60tLSw6qqr8vHHH8sfvkJVOqNroNSQKhbNfaVKK4oqkTSxSgypwMPNt5bomKQZZUlKnsAv3SboKCNpqHRuDR4pfJWmqE3Fd6EArW0OhaKiGBpRtujc86A9b4yqZEW44xgDKpWKq6WSxlS/fnHG1Mor115wE10jCMuHeroGRNuItll6JENK6BH+9a9/AbDddttVHxSJK7skmFjpKzkeEoSVUH4ijKncjLIJm8nApsRNJ27xmMAYYOH5oivRAYHW+Np02YtC0T0/zqkKAgIvoFgIyBe0+dqmaVsc0Nri077Yo73Vo9jmUWz3KebDzKrSy4pyH2xlWBDoklL/Wqyxxhq89957OI7D4sWL2WqrrbjuuusQ71kQeoAeypC6+uqro/vjxo0rEVNgSrwfeuihSJT86le/Wi7nGDduHHPnzgXgkksuKRFsYMrI77333qic/eqrr8bzvJIxr7/+eiTYDjjggA6CDeCUU07h4IMPBuDJJ5+MViYtNlsBYLXVVuM3v/lNh4Dk7bffnquuugqAWbNmRaunglCJl156Caita5Jb7uzXzjQvKQ9Aj4YFHk6hLTpgtIJdPitFJToQRyECKsBNaZSrQcXHCIPRrZRRnmeqsDA6K/DB9zSLFsL8+fDVVyY76rPPTI7U7FnwxRfwySeaadPC52ab3Kg5c2DhQrPN76uvzO3rr834hQuNsfXVV7U7862xxhpMnjw50jVbbrml6BpB6Cl6MENKtE0pvUXbiCElLHO01rzxxhuA+aGoS3mwQqXtdVEwQhAaQQkzygY22KXI8uDzMJdK2/uVxujS57TWRpZF1xKez4Z9Bj7ki5D3zLbDsGpL+T6uLuLoIinlkVI+KeWjtFmuDAoexdYiXlseP18gKHoEvsb3Q9OL8FSa0JTSnTKlNtpoI6ZNm8bw4cPxfZ9zzjmHM888U1onC0JPsIxbIy9YsICnw9XKHXfcka222qriuM0224yRI0cC8Je//IVFixb1+DkeeughADKZDMcff3zFObLZLCeccAIAc+bMiQRa+RxgxFk1Tj/99Oh+eS7EM888w9dffw2YTJqGhoaKc/z0pz+NVg6T5xWEJFpr3nzzTaBzusbKEkutX8XJzKnwmWiFyikUUOGLO1RFhYtyKryBxnU0jtI4jsZ1AhxluvKpxOqXTRJQDjgqNKoUKL+ICgKCYoAXZke1t2laWsw6nOOarzYRwRaNL16smTPHGE4zZ5rb9OkwbZoxolpaoK3NfJ0xw4wrFs2xWv7S8OHDI10TBIHoGkHoSWoZUt2EaJvK9AZtI4aUsMz57LPPaG1tBaqvJMbFUUGk1DR2q15SoYRmkA1E8PyycAQdV0clW9clauajqigSUq68RCnKpTLnioyo8oRQe96iBk9DoYjyCqggj4OHo3xc5ZN2dbj1T6MIcJWPo73InNKeT1Dw0QXTzU8Xi+D7JkMrrNiKGwIaY6rewuDQoUN56623OPbYYwG46aabOP7440W8CcKypAcqpF544YUoQHP33XevOXa33XYDzCpauRha1udYsGABb731FgAjRoygqamp7hwAf/3rX0uOTZw4ETDibqeddqo6x4gRIyLBVW2Oeu8nl8ux4447AvCf//ynasio0Lv57LPPaGlpAWobUuXVURBnR1Wj/Fj0qVHMowKbh6mJ6retCYWOxiriuAGlQu2hkiZWWDGlEzcV92oxJphGFYtoz+ge19E0NEJDA2TS5mY/0oIAUq65pVPg+5r2dlMBNXeuqapasMB045s+3RhRc+ea7X7z5xuzqrXVjK+F6BpBWA70UIWUaJvK9AZtI4aUsMyxP7R9+vRhzTXXrD04VGIlekyX3Yn2roVB5vaYNY1836ic0gAG81ISVU6VbhAbVTqsfArCrXnlppQOr8W3Y4vge6iiWcFUfmg2BQFoHwIPpT0c7aMIUCpAOearqwIUPoEfEBR8Uy1VKEDRQxf9OAW1ZOtefVMqm81y9913R62T77nnHs4880wpcxeEZUUPGFI2uBKom6OyySabRPfLS72X9Tnee++96A/FJZ0jCIIox2HYsGFVV//ArFSuv/76AEyePLmk682SvB+tdcnrBMGS1DVDhw6tOi65xmUfQ/3cqMQMxjgKPBy/EG29cxJmklPS1zfcgpcgMqWUNjf7WqxRFRpZdhug7fALKOWTUh7ZlE9DA7iOGW8zpALf5EcVilD0TFaUUpDLmsUzzzNb9ewWvdmzjRH15Zfm8YwZ8Xa+adPMsXpd0kXXCEIP00OGlGibyvQGbbNkvRIFoQt8+eWXAKy55po4tVIrdZkS05E1FH+NAqWIK5iIzSSCIFRJQQdlF5Rv/bMfoJW2BJaniwdhSxxUaOMGoJW5qYQpho/yNa7jox3QDuCD1m6io04oBJU2EQ6YLnyuCuJqLB+0r1AphUq5ofwElTKt9gLlorIuSmlct/4vgrFjxwKmPelvf/tbMpkM1113Xd3XCYKwBHRjCXslpk2bFt1fe+21a45N/rH86aef9ug5ujJH//79aW5upqWlpWSOmTNn0t7e3qk57LVMmjQJz/OiIOTktTQ1NTFw4MAlej+CYOmsrqkkOypJDjs2/qrjaqawUsmJcqPMBOXZUTZ70vw3KMneVNGzJBq4mGNxFz+zf88PzCsCbcLP046HclL4BHi+a9YCTUF4tE0viP8+IpU2xesNOWhrNyaV55kKqNZW8/HY1ATz5kHfvsaQyuVg1VXD3jAu1Fu7BNE1gtCjLGNdA6Jt6l3Lt1nbiCElLHPeeecdgPqJ/hWzosL/6OhBYsmxLEgpuUUvOZfWxowqJxnSoHXHtncWKzatQRU4YZ6DH3beS4hR7Yf60Uc5DloHxkAKfIIAjHazS6Wg/QBHBybHITD19Co8TxA2D3TxUa55Xnumqgrl4wcuTs5FKwdVy+gLGTt2LPPnz+eee+6JhNy1117bIfxOEISlwK4kVjvWDcyZMye6X0+ArLTSStF9mzPQU+foyhx2npaWlqWeI3ktVoDZeZZkDkEopzO6JrlOVovkFj67YFWyGKfDrEyCRHVTbDSVnjQuxTJjVDiX6fSrrHzSCptEZY0otCZAo3ASrzW5Uq7yyKYdirm442/gw7xw7a+QTwS1h8dcB/xA43kq6hCcz5ub50GfPma7Xns79O9v1hIXLjSJC01NpvNePUTXCEIPUEvX2OPdgGibzl/Lt03biCElLHNsieI222xTfVDNQIXoP2Vb58In7HPWwUlWRgVB2fY/XakmvuQadPkHq+3RbE0rpc2yoAacAHxtQxdKzxEEKK1xlWPkXVg3b05vtvQ5Yee+KGQUsy6qlGMqrHwHXzu4QQBuCuU6piorDFL38hoHB5VO1e6ZHHLXXXcxe/ZsnnzyScaOHRt1Z6hZuSYIQufpAUPKZvKByQWoRfJ48nU9cY6uzJEc0x1zVJtnaeYQBMuUKVOAOrompMM6W5VC7ZJq73i0CRfXfmhG2SzKCifRAdGCV+L1ibPFDlbS+NJ2RhU+F+Aoo1miCm7tm2gBFeC6Lo2NpVsRXccYSn5oRCllqqgy6fA510gUxzEyzfOM+dTcbALOwRhVWpuMKceBLbc0plU9RNcIwjKmhwwp0TZLfi3fdG0jhpSwzJk+fTpAh5aYnaJk2x6lgQxxEnr8nN1Xm1BKOvna8vZ0ZfNFGQTlVVF2SdBxYjPMVkcpZYSg3dJn86QCGytqSuGVMkX0jvZRvmeMrFAGlkpQDQSoQOHgExQCAtfHdT0CN40TmU8a7fsEHjgUjeJL1f6RdhyHxx9/nBNPPJFx48Zx880309rayl133SXiTRC6ixrC7csvv2TIkCFVj8+YMaPu9EXb1gqTp1KL5PHylsPL+hxdmSM5pjvmqDbP0swhCJYvvvgCgA022KDTrykPM69tRiUMIz/UJ4BDUGpGVTWiygn1hgKlre0UHzELYlGqlMmpUqaSyphLAY6ryaRtUxhFOg1NzSY7yvchnQFVNGZTNht/bWvX6PCcjmNMqNZWUxkVBGa7nl33+/prM1dzszGmVl0VBgwoXfMrR3SNIPQAdbbsibapP49om+qIISUsU7TWUTlhXUMqUdduWxKXVjdRHrJQakQl6+OT4ejlqaL2uUTnvQ5Y46rc9XccY/o4hK2RlamSwiWylXQAgRvXrCt7XoVT8CDw7MPofalQkAaBNmHnfmnug/YdtAJHFdCuqX1X6RS4Lr7SuG4KZa+5E6bUXXfdRd++fbn++uu555576NOnDzfccIOUuQtCN5AvLNufo2T4ZaFOAnA+n4/uZ7qQAdEd5+jKHMl5umOOSvO0trYu1RyCAEbX2D+ubNBsZ4m2tSU+InS4vS6IpEi8JU9rwPNRgFteGaW1iQmggobpeNF2rx461BdOaEJppUKby1RnO8olQOEo0+VYY7b0KQIyKU3R17ja/H3aEIBXNDpl8WLTYa/oGalk4zxzWRN8bi/DC8PPUylTHeWF41tbTQe/tjYz98CBZuue75v79Uwp0TWCsOxY1roGRNss6bV8G7SNGFLCMuWzzz6LfgCqhrZps2rXQVJVqo5KfrXb9QIdq5yysAZdbkZZI6q8Ugq7fljpGhLY1zqOSe4EIOyTXLK1MLH2qDGi0ffCEHarSDHb+oKwW2CgcaPqKzOH9k1+A2DSRVUK5SqzZbCYgpRDUFRoL43KZkwiKNQ1paA0EPTGG29k6NChnH322XVfJwhCdbSu3iVKa1h99dU7tVJYi+bm5ui+DcWsRvJ4rS4uy+IcXZkjOaY75qg0T2tr61LNIQhgdE1LSwvQuQqpSpVRpZlR5ZVRsRmlfWNCOZSN00GoM2rFHRgDCqsxbBi6b7b+WQNMKYWrwv58ygHHRSkX7aRwCAjMChwqMFot5YAfFoi7jqlwUspIsGIYdO4oaFls5s/mbFB6LMfyeWM6BYExotJp81rPM4aUNaW0NgHnX31V35QC0TWCsCyopWvscdE29ecRbVMdqWUVlinJ1si1Sjk7hIqXG0FBuegqq5CqlgmVNKN83yieCmZUYsbOEQRQLITzhYEI5QZaEISGWQB+MaxJD8/ke1DMg5c3x7xEtVbghXN7qCCshQ9sWHu41c/3wtcVwQ8ICkWj8KySS5SC1mLs2LGMHj0agAsvvJDJkyd35bsgCEIZVrhVutWKyusKAwYMiO7XC6acO3dudH/QoEE9eo6uzJGcpzvmqDZP8nhX5xAEKNU16623Xpdfn2zgm/xMKDendFQVXl4Z1Qkzyg9MGzyvEN48ozN8+zrTu1dpjQrCTEvfw/EKOMU8rpfH8fIoHUTd/Gykgbn+0ChzjJmUSkNjY3jfNSZVc5Mxp2znPBts3tBgxmYyZu2ssdFcXqFgzKl83nydPh2mTYNPP4U5cyDcJVkX0TWC0L3U0jWibUTbdAdiSAnLlFmzZgH1WyNXC8Sr+GyyUsqPV/1Kjtn71ozykqZRhSnt+OStHlob46hQiJf2kp6Uxlyf54eGmg5NpHxoJPmhuaRjo8rzwrwI4i2KWpuwBy8w5wnazRi7HJnPE3g+2lZvFYumdr6TvyVuvfVWhg8fTqFQYPTo0SvcvmJB+KZRTbR1FxtuuGF032b0VSN5vDOthbvzHF2ZY968eVHVSXKO1VZbjX79+nVqjuSYXC7Hqquu2uFaFi5cyPz58zs1R/m1CAJ0TtdUyoqqMCquhgoqmVGh+VM+cfniV/nxYrjgFS12VVjQC5vAKD+8Bb4xn3SAE4TGlNeOKuRRQZGUSpxTmQooezrlQDZj8qJSqTjOMpM15lM6FRpYZc2LUylz3JpUhYJZT2tthQULYPZsmDfP3ObMgVmz4LPPjPSph+gaQeheahlS3YVom/rX8m3VNmJICcuUSmWKdQkFlwq7wChdfiyovLxYNodOmlGVqqJsTlUyzLzCcXO/xvX6vjGmfC+udLKtmoNwJTPwYxNKa6J6eSssrZGkA1unbyql7POFgjlHvgCtBSi0xSZY0UO3t6PzhXjbou8bZZfP1+05ncvl+N3vfofjOLz++utce+21NccLglCdnqiQ2mSTTaL77733Xs2xyeObbbZZj55jo402iv5gX5rr3HjjjQH48MMPS4JAyykUCnz44YfR9SfNgiV5P47jlLxOEKBruibZFyX5HJQaTeVmVOlnhS47UOWDJAjCD5t8XL1tb8UC5NugfTG0LoZ8a1ilXTDaJFxcU+HrlA5wAx83yOMU21Fee5g5ZU6fvHYnTBHI5UzmUypl3mM6BY1hNVRDQ/y8UmEUZ9gnJlkpZZsle54JOP/0U2NE5fPGpJo1yxhV9XaniK4RhO6jpyqkRNtUpjdoGzGkhGWKDVnrTHiaKldt0fNlD+wPohVm5eotrJzSUDUvKhl6XvdzNDpPlcG2EqtQCLOgwqwoWxWlgzA/yhpV2lQ72QmDUDBaI8oPDah8uxGQ+VZoC1vStLdDexu0tELbInO/PW8EaHt7WJHlxV89r1Om1Hbbbcc555wDwKWXXsr7779f77siCEIFesKQGjFiRNQt5bnnnqs59tlnnwXAdV2+973v9eg5Ghoa2H777QF4+eWXa2Yc2DkAdt1115JjI0eOBEyb4v/85z9V5/j3v/9NW9hDvtocUPv9tLW18fLLLwPwne98h759+1YdK/ROuqZrSr/GzycERdkHg42gVGHltO3Eq8MOvBWFiB8YPZDPJ/QE8YJZsRBu/y9Z4QsXwfzoDGizfU+FkQRO4OH6Hsov4nptoP3o7JWqntKZUKKp+LlU2hhO6XRsPrnhVj4bbp7JxMaVTVYoFIz59OWXpkpq0SKYPx/mzjXmVL2u5aJrBKF76ClDSrRNZXqDthFDSlimWMHWmfT/SkuI9hmjy8ocofJPQK3RSqGDIA4zLzejEuZVJOvKt+pV3bKXMMA6HNKxgtLhNrxoy54Xi0D7XGRG2Wwo36xUtrbC4kXQsggWLTRfW1uh0AqFxeHXdpMN0VaAthZoW0TQ1k7Q1mYUm62SsqEMELe7qcGll17KRhttRKFQ4Oqrr645VhCE6izrsva+ffuy1157ATBx4kTefffdiuMmTZrEP//5TwD23nvvqDy8J8/xox/9CDCC6+677644R3t7O3feeScAK6+8MrvvvnvFOQBuuummqtd84403RvcPO+ywkmPf//73WXnllQG48847S7rNJLnrrrsi4Vc+hyBA13RNpQopCDvoRpVSuvq2PuWAUiZfqpr28Hxobw33siVMrmJY/WTzKe3imR/ebAW3DrVImdmldIDjFVFeAeV5uPhk/DwpFdjLKnmfYPKjstl43VAp85zdxmczp7JZU1FljSmljCnV3Fy69S+fhxkzjCGVzxtDasYMY1otWmQKwWshukYQuoee2LIn2qYyvUHbiCElLFNyuRxA9ENQD1Uebk6F/0lLWtQQ31embXH0uDwzqpqYq0a5OZV8nAxST16vDTi3XW2SK5UBcdC5na8Yho4uXgwLFxgDqq3NCEkbXOqHWVH2VihAsT0ssw+rqvLtBItbCRa1xPlRtmqrWIzPVYNcLscFF1wAwEMPPdSpkD1BEErpiQopIOocpbXmiCOOYM6cOSXHZ8+ezY9//ONoO7KtFOjpcxxzzDEMHDgQgPPPP5/XXnut5HixWGT06NF8ESYWn3baadHqpWWrrbbi+9//PgCPPvoot912W4fz3HzzzTz22GOAWUHcZpttSo6nUinOOOMMAGbMmMFxxx3XIVfmP//5DxdeeCFggkKPO+64it8XoXfTGV2TrIyqXiVFyYdChyQCZf2o5NJc4kMkCIwZVWiPF9+0DiujS7f14/lxqHmQuNk8Ss8zC11FL6yYinG0j1vMQ7GAExRJkcehcnMYuwUvKZ2sCWVzoyyuGwehW1lng88hfk2hYALOFy0y9xcsMFv5IF6Dq0ZS1zz44IOiawRhCeipCikQbVNOb9E2SlcMzxGE7uHxxx/nwAMPpE+fPsyfP796sLn937BYjKuWEtVNQVj1pM2DuPrHsxVGptRcJ4K+dfIHsiz0vFNb9TpDcguhxXEg12CUpOOEZwqFZLL3sd2WV8gbIZgUlL5vzKggcd1WsdlsKhxw05B2oTGHk8qSTjs46bQJcsjljDLMZEwdvFWD6XTVt9Pe3s7gwYOZO3cu1157LT//+c+747skCL2CIUOGUCjAE09Ubn28//5DyGRY6tbIlmOOOYb77rsPMC2Xx4wZw/rrr8+HH37IrbfeysyZMwE47rjjGDduXIfXr7322nwa/mU3ceLEktLv7joHwO9+97uo61U2m+WEE05gxIgRzJ07l7vvvpu3334bgE033ZRXX321YjbPf//7X7bZZpvIBDjwwAM54IADAJgwYQKPP/44AE1NTbz++utstNFGHeZob29nyy23ZMqUKYARg8ceeywrrbQS//73v7nrrrui1cXf//73HHXUURXfj9C76ayuSa6NJYuUkgHmnhc7N36iWMlue3NVgGpvQ/kFHO2jCDWEzYr0imarXrIq3FZFBST0hI5Lzh2nsnZJ4mTANRrG9NlTFJ0sfqqBNqeRvNNEvphiUatxj/yEFCsU4auvTFSVvdTFrYp8Pva+oqbCQfxHbUuLedzWBgsXmkopW0G18sqw1lrQp4+RN42NMHw4rLSSkTVhgUBF8vk8a6yxhugaQVgC6ukaEG0Dom2WFjGkhGXK9OnTWWuttQD44IMPSjoTlFBW1aTLq5CCgEBrK8ViBWPzkmxAuQ0fWLw43raXnJ9uNKOgYz2+NY5yjSbpMxJ9qlSBFQsm86mQN0Hl9vmy9xOJzmLRqFQdmltOOK9KmeRQV+Gk07i5BlINOWNGNTbGoQzZrLkpVVpPX4Fzzz2Xa6+9lnXXXZcPP/ywdndEQRAirHD7058qi7KDD+5e0VYoFPjxj3/M+PHjq4459NBDuf/++yvm3XRGtC3tOSxXX301F110EX6lTD+MYHv66acZPHhw1Tn+8Y9/cMghh7BgwYKKxwcMGMD48eMrvg/LZ599xp577skHH3xQ8bjrulxzzTWcddZZVecQejed1TUJ+RJV8VhDKloc0wF+eMxP7KCzBd8OAcor4BTyOLpoDKlk8nf74njhyg+3/ueLpU1UzJniam2Ik8jtXjrXNYtoxMPNoloK7Tr4ThrPzeHpFEXS5FN9KLo5FrW5FItOFE+lw0ubPSeMtbSXmVeRZNPabL+z3xtbvN3SEsu6r74yRpTrGrnSvz8MGgQDBhh507cvrLEGrLeekTTNzcaoqobVNWuvvTZTp04VXSMInaSergHRNqJtlh75RBaWKUOHDo1KGt944436L6gUShDikPgf1qq1knCG8GsyK6lCMMMycWDLtwZa88iWxdvtd4EfBpDn4692ibC9PU7z9DxTPdUadsSxVVTFsBtOPh/2R14Ei1uiXsl64UL0okVG2S1YYJYZbdi5/bCs0/74xBNPRCnFxx9/XDfwTxCEUrRO9B8ou3X38k8mk+FPf/oT48ePZ7/99mPVVVclnU4zcOBA9tlnH8aPH8/DDz/cqfDlZX2O8847j9dee41jjjmGtdZai2w2S58+fRgxYgQ33HADr7/+ek3BBrD77rszZcoUzj33XDbeeGOamprI5XIMHz6cn//857z33ns1BRuY30lvv/02v/nNb9hhhx0YMGAA6XSaoUOHctRRR/Hqq6+usIJNWDHoqq5JFiOV7r4zgeXJbWxWxujkWMcBpc3WPW234hdMlzxrboULcSxqMRVTXjHWHVHH38RyXBBu7bOLY23hApkOc6QU4euKKM/DCQKcwMNBh0Hn7ajAJ+MGuK6Z03pcSpniqlR43xaGJ9fvkmaTG/piDQ1x6LmtjoJYIuXzJlKzvd1Im8WLYc4c87ZaW2t/vo4ZMwalFNOmTRNdIwhdpJauEW0j2qY7kAopYZmz995787e//Y2zzjqLsWPHVh6UrGTyfbDB5NZcCsWUBpNcUAy7x3nF+DW+j/Z983yhgE6+ljqVUZXyoKpht86Vt5dJ4rqm3UzSMLNLgcUw36EtNIra28Nlw0Sug10mTFaJ1bo+5aBSKdx0CjedxmlsNEuGdrveaquZaqlM2AInl6v5Xr/3ve/xr3/9i4suuogrrrii/vdEEASGDBlCezvcd1/lVcJRo4aQy3XfKqIgCMuHTukaSqMnoyqpQMcV3Inf79HOfZu95GKymnwPx8vjFtvN4pPd0t/eDoQ5Ui0txlwqb/xSV+InKrlVGFqVyYRukA2/cglSWTwnjaddPJUhUCla030puo0Ui4qFi91oxvZ2E0IepifQshi0VtF6m5U1tsjLXqJdN1u82LzNQiGWVq5rJE2/fuar68LAgTB0qLn16WOOhfFeFbG65sILL+RXv/pVne+LIAhQX9eAaBth6ZEKKWGZs/XWWwPw6quvVh9Ubu4oZaRQ4nkdiiOHMOTTUaWvSwo8x0kEgZaZUcnKJauA7M0qJPu4Tme6qu8hCLfWRVvxiqZ23d5vz5sKqJZF5quta8/n49YxobEWXU+UGZG4vih0ItwG2GZWOvXixXF11OLFMGtW2A46rJKqUlpq2XbbbQF4/vnnO//+BUHosVBzQRCWH53SNQnKq6QqrQeFdd8RWmu0DnAIwHHR+UJcfW278xYKpiNvMR9vydM67qQX3RJOUMkHkY0H8ONqbqs97HintPrcCYqowMcpmOyqVEqTy5k5A21udgeg74PjqJJAc8eJK6Mymbhayu4etM+lUvH3zXVjg8v2aWltNcbXokXmPK2ttf8NtttuO4Aok0UQhM7Rk6HmQu9EDClhmWPLDF966SU+/vjjzr0oVGzlms2aUgrTAlmVv8aKLaXQ4WOjzxJl7cksp6SJlbyVG1blFVTlarLDp3EyMyo0jrzQTGprg7ZWo57s9RQK5vHixXFnnOR12k45dokxMsySXXNsQmg+nmvhQnO+lhaYPTsWmXUMKdv14T//+Q/FOt35BEEoZVm3RhYEYfnSWV2TlAquW7n7nsXGNtlHymZGao0qFFDKVo2HHfMKRfP73SvGW/e0jrVA4Jdu2UsuutmuvZ4Xd98rKV8K4wHs1YRaREXlTB5OMY/jF0FDNh2Qy5V6V44yU9v3a40la07Z+8mb7btiO+zZ75O973lG2th1uYULza21NTaqqnHQQQcBJkRYdI0gdI1ahpQgLC1iSAnLnN1224111lkHrTV33HFH9YEVqqTM0/HzyXsqVG5RJVU4zlRDxfdLDCb7uPxWi2TYeHKOcmzgQTLLSmvwdSz+CnlTFWXNKPtpns+bW/kWPU0oNKN3U9k8C4PglQ139/w4Z6qlJa6hnzcvNqVqsPvuu+M4Dr7v84tf/KL290cQhAipkBKEbz+d1jVUj8Ys/zyI1r0c04VPhxVPumjTwO0Eymz7z+eNaZTc82b1RKFgFrHKdUsH/aBNpZUfmlxeWHkVBGFupam8Uto4SyrMkQJwAw+naDpDucooL8cxfVZskZbjqBITzlZBWXOqWnKANauS3xfb38W+Tc8z0ubrr01kptZxQHoltttuOxzHQWstukYQuoBUSAnLGjGkhGWO4ziMGTMGgLvvvpv29vbqg8uXE0tq3MFaTfbmhFvzbLWU0mHwpwKUa16SFGPWmEoaP535JLXVV8nqomTVVDrd8TWmnU5Y7RQKvkVhAHmyCqromU57tsqpvEqrg4ik7HE8TkUbE0NTqlg0iq211YjUBQvMLWnQVSCXy3HRRRcBcN111/H+++/X/x4JggDIKqIgfNvpiq6pJmuSBIGVGTquQlKY3+OeRvlhFVQqFW77bw8DyfPQ2hY2N2k1geaFsGlKFFjeFqeBW7PKLoLlE8/5RdOlr+hDgEkm9wJobzNb9OxyX6gdFJAqtoH2Qzmio/ebShv5UR5cXh5mbiujbCynfevlZlVSxiXNKN+H+fPNuputkqpGOp2OjKixY8eKrhGELiAVUsKyRAwpoUcYPXo0mUyGr7/+mkceeaT6wPI6dtdFK4VOVEyVJJPr0JhSyhhTmIoqB2VyFzTmtdUMnuS2uPLj5dcUnb9su18qHSqp5HUFELVnDs2n9jaT9ZDcNlewZpTdFlhWBRWYQFNTXVVWTZUsuQ8Nr9IeBTpeTrQJobY1TUtLXSPuoosuYqONNiIIAq6++uqaYwVBMEiFlCD0DkaPHk02m62vaygrAHdVlKtkMZIiXFRSoJRG6QDlFdG+jwrChbCiZ1LC28PqZ1slVQyzKdvCBai2tvh3/aJF5tbSYm6LF8caIsrPLBot0p6H9tYw9xIjSYoequjj4IWLXjrSGo4OcL0CfmCqpBzHSBKlIJNRUVVU0mCyxlQ2C01N0Lcv9O8fB5bbfizJTnsWK78KhdIic7vWVm8nntU1vu+LrhGETiIVUsKyRgwpoUcYOHAghx9+OABXXnll7f375fXtbsoEK1hTyGZBObZqitLMqdDsCTRoRbza2FmShlW1evLkcZ2oNEqO93wjHgMbPNoSb8uzZpRXgMCGnYf5DsmSe7tVUCeMMxtCavMgrFllja+oyiq8jmTrmmLRCNIFC8w5apDNZrngggsAeOCBB/j666+79n0UhF6IGFKC0DsYOHAghx12GNAJXUPH/CilTCc9CFMKKF2XUr5ntu9pP9z63w6L5ieMqGK8QFUoxt16wfzOtzrC3my1lL1FW/uKpQtcvh9uCWwNt/ABxXaU75uufwQ4Oq6ScrwiigAnzHoyMkeRyZTmP7muafrb1GS+JgPNUyljQGUyxpDq08fcmpvNeGve2U6F9lLz+Tiac+HC+mttmUwm0jUPPvig6BpB6ARiSAnLGjGkhB7j/PPPx3EcPvjgA+65557ag5Md8mxuggrbtqjk8TAryj4Oq6F0FOyZqHaq1tqm1vmr5UzZOnM7ztbbKwXouOIpnzdGkC2XT4alkwgRtaZTsstfsnrLhickK6VsRkRoSqlCAdXebkrwk8LUXr/dvmfb0SxcWPe3yGGHHcZKK62E53nce++9nfveCUIvR8raBaF3cP755+O6bl1dU6kfigrzlRwXdKBJOeb3sW3ConwP5XmoIMxyWrjI3AphPmQx+Xs+sVhlTaryDsJWV9iFrGSVlJkk1CF2cSwP7YujciTlFVE6AC/AJW724qgAN/BRSpMvQNFTkTzK5YzZ1NAQ37ffA2tCNTTExlOfPqZiasAAWHVV87VvX1M91dAQXmUiU8r6bjYyc+HC+lVSVtcUCgXRNYLQSWTLnrAsEUNK6DGGDx/OqFGjADjllFOqZy4klg811uRJbNfT4ZJbeXC5DjvqBQEa0y7ZPOfEy3TlwQX1KN/el5wnedxeiV3d9Lw4v8FmRXnFeHyyusl28Ut29LMGUnIFM9omaN80cX5UUmRGZlUxDl6wX9vbzU3ruL69himVzWY57rjjALj55psJ6oShC0JvRyqkBKH3MHz4cI4++migjq5JYHb4x7rGSguAlBt+Tvg+2jcfJk6+CK0tZitde7vZlmfzI6MJQ82wuNVsvStZuCp21Af58HlbKWXb4WliPeF5xgjLt5lz5ttxAEf5KN/D0Z6pQkeTUh460BQKKuqgl0rF1U6plJnecYwJ1dxsDCpbIWXfQnJtMZczW/lWWsnc+vc3BlUqFUZpefF6nV1ra2szuxNrSRXRNYLQNaRCSljWiCEl9Ci33347mUwG3/e55ZZbOvciWwfuJBIvUYltfMac0loT2OPh1raocsrIqNJaeVtDnuw5nKyiKu83XG5gJaujksaU78Wrk8mKKM8zYyKDyiutgLJmlBWClVrwJM+jS485hCurto49uUqaNKba2uL7tjVNDcaMGYNSik8//ZTnnnuu5lhB6O2IISUIvYvO6ppk4XUsM4yusQ1JHCtP/CKqmI+32xfCamu7Z83MFGsGWyLke2bxyzZJqYY1sKyb02YTwXXpvFqDX4BCK7S0oAp5s00vBWkniLrrBYFtKhOfIp2Ob1obg6mhIc6Fsp+H5dIq+TnpOHGeVL9+xpBKVksFQbxNsFg09zuTJSW6RhA6zzfZkPrnP//JIYccwhprrEEmk2H11Vdnjz324IEHHijL3V3+5/noo484+eSTWX/99cnlcqy00kpsu+22XHvttSxatKhTc7z//vucdtppbLbZZvTr149sNsvgwYM58MAD+eMf/1jXgH/88cdNJnMnbhtttFGnrqkziCEl9CiZTIZTTz0VgKuuuqp65kL59jrTUi++HwZ/aiesktKawC/tnKchNLNUrPLK508aTsnqp6QJpVxzs5QHntvnNKYqKp83z1tjKQjiSqRkIHpyu54tp7fjkyaV55n+ySWVWHY7ny55z/Z7AcTb/NraYmGpdbyUqJRZSiwRuB1ZZ511+O53vwvAxIkTa44VhN6O/RGrdFuRRZsgCEtGp3VNGcpRqIQbY4uf0ymNUyzg4uO0LUYV2k0nPT9MGU/mQ+YLcYi5rYSKFq4Si1gVowtUqDH8OGPK8xKLXRo8qzMC8AqoRfNJ+XncoIjreDiuwnWVqewKg9etCWWNp0zGGEjpdOfX/5Jh5sn1wHTaGFL9+0NjY7zWZqujlIq9uVp/d4muEYTOU0vXrKjaRmvN2WefzciRI/nTn/7El19+SbFYZObMmfzjH//gyCOPZK+99uq00bOsz/PQQw+x+eabc9ttt/HRRx+Rz+eZN28er7/+Oueeey5bbbUV7733Xs05Lr/8cjbddFNuvvlmJk+ezMKFCykUCnzxxRc8/vjjHHbYYYwcOZI5c+ZUnWPSpElL9H1YWsSQEnqcCy64gFQqxddff81DDz1UfWAltRJ5SrHY0loTYIwerTWB61KiQ1T5g/Jbcv6yG2D6Hwel47QOK7PCOe1qYnILnM1xijKidGnVVLJVTDIjKpn1EOVIlZlTye8BmBXWpOhMVkQlTalwbCRa7bbAOr9NtttuOwD+/ve/1xwnCILkLAhCb+OCCy7Add26uqZSjKUKtURkExXyONo3X/Nt4SJSomo6CN2Xdtthz0vkQNXA6oFCIXxdIe7SWywaY2vx4vB5PzaiNOF935yztRUVaBzfN6aU9tBASgU0NWlyOU0mYy7XdtRLpUoTEyCK/IzkSrnkg7hDX/m6YS5XWikF8bdAa/M26u3Es7rmmWeeqf+9E4RezjctQ+rKK6/k+uuvB2CVVVbh4osv5sEHH+Tqq69mvfXWA8zP/k9+8pOlqpTqjvO88MILHHnkkbS1tZFOpznppJP4wx/+wG233cbOO+8MwNSpU9lvv/2qNmK4+uqrufjiiwmCgEwmw+jRo7n33nt56KGHuPjiixk8eDAAL774Ivvuu2/V7eXWkOrfvz+PPfZYzVundzp1AqW7s15NEDrJqFGj+P3vf89GG23E22+/TTabrTjOxCQkVvry+dCcMcJKF4sEQYDOF9D5drNlz4q1SLwltrhV+t9dEWYxOEAtBRMeT4aZ2/u+b7rcEJpOqLgE3po+7e3xY1uGXxJqrusYQwkl66iw+2B4RClcbN67E2bAu6ikkmtoMOmgmQwMHWruu24c0GBDHirw97//nb322ovGxkZaWlrMNgNBEEoYMmQI8+fDqFEzKh6/774h9O8PM2ZUPi4IwjeXo48+mvvvv79TuibpH/lFH68QoNAEvo/bHlY8LVwAixYY7ZBvN0ZRIQ9tebONzm7Jr7SolKyi8hOLZXahK8JWkTtx8FNTGPBkS5XS2dAZcozuaGjAb+iLzjVQbOhLXmdZnOpPoeiSTzWZ4nDfdNpL9mSxlRRJyZNMLoDSx7ZgnORbCYu7bbVVEMTNi1dbDdZf31RONTTAoEEmKL0aomsEoT71dA2seNpm6tSpDB8+nGKxyFprrcVLL70UGTIALS0t7L///jz//PMAPProoxx88MHL5Tye57HJJpvwv//9j0wmw1//+le+//3vR8e11px33nlce+21AJx66qn89re/LZnj008/ZcMNNySfz9O/f3+ee+45ttpqq5IxCxcuZL/99uPFF18ETDXv+eef3+E9DRs2jKlTp7Lzzjvzz3/+s8vfkyVFKqSE5UKyM824ceM68YqwCsl1YmMpCMzCHYogCAicRI13Kt1ximpej9nbR0czKlFFZauhlBtvzzPJpAZbSg+mZY5VXLbCicQ4q6BsJVR5NVRVY6q0IgqvtDxfaRuTasao8uVB2xs5uc3QPl9n294WW2wBQGtr6wrzC0cQVkQkQ0oQeicXXHBB1Em4nq4p77anw9Ulx/eM7MjnId9qPjiUCk2lMB9KB+Dr+MMmmStpb8WiWfRqaTGVT3ZLng1b8sKFPVvFbXOoFi+GeXNh0UJzrmIRCu3Q3hYbYF6A277YaI4gIK0LZHUeNxWQTmvTVS8HjY2abNasgaXT5qv1vZIh5rbqKSlZKnlDrhvPYcdkMsZ0sllTyaSDOj1bRNcIQif5pmVI3XDDDdHW6d/85jclJhFAc3MzDz/8MI2NjQD86le/Wm7nmTBhAv/73/8Ak22XNKPAFBxcffXVbLPNNgDceeedHbbc3XvvveTzeQCuueaaDmYUQN++fXn44YfJ5XIA3HHHHR3GtLS08PHHHwOw+eab13n33YsYUsJyYfjw4ey3335A5R+KEqI67tAAchxAG08KTIWU1qATCiblxiEETsI4sl37OqgdTckWvpKvie2CdqtecuugNZbsJ7LrxB31IF7Ss8uE9qs1npKvLbkkXfkW5UIQLTE6VsmFCk/Z++XLi3YlNWl+WfOsBoMGDaK5uRmAN954o+ZYQejtfJPK2pP0tvDPBQsWcPnll/Od73yHPn360NzczEYbbcTZZ5/NJ5980qk5WltbOzVO+PYzfPhw9t9/f6ATuobE9jRAOQ5BYKqkzCJR3myPU4Tb+4umKsrzwuDyQql2sNvqPA8Wt8RB6F6iSjtaBAu7/tpFrSgqIIi38re0mFu0rS98TVurmbdYROfzOEERx1WkVJ4mt50UflRYZQqujEGVTpv3a+83NhojKZczRpLtzFce9VmJZDG3NalsVZT11pJrfdUQXSMIneebsmVPa80f//hHAAYPHswBBxxQcdygQYM47LDDAHjrrbf48MMPl8t5klu8TznllIpzKKU47bTTACgUCjz22GMlx22cSiqV4ogjjqh6zauvvnq0BXDatGnMnDmz5Pg777wTaTAxpIReg22VPG3atM613bUVSTa8Wyl8iM0UV4HduKacUAHZsILErWIFUjJTyqHEnHIS5pS9b19ua87tfaugrAllKe+iZw2hZABpzeqoBEljyl6pnd8eT45Nfm+tWrOhq8kS/hrnVUqx5pprAjBlypTa1ycIvZhvYoVUbwz/fO+999hss824+OKLeeutt2hpaWHx4sVMmTKF66+/ns0335xHH3205hwffvgh3/nOd7r8fRC+vXRG11QyXZQijhfwiias3A9NIr9o8psKXmJBC1PlFC0qedDeaiqb8gkjyi6ClZCotE5WcgdhaZGX2GO3eLHZLuh75voCHeZPtZt8K99D4eOiSTkBOaedbNpcl8KsDaZSmlxYMZVKaVKuxnU16bSmoSGuerLd9HK52HSqnLkVB6OD+dq/vzGnkpKn3lqb6BpB6BzfpAqpyZMnRxVEu+22W82tuLvttlt0/y9/+ctyOY/dzrfmmmuy/vrrd2qOv/71ryXHBg4cyDrrrMO6665LU619ysBKK60U3Z83b17JsWSgeU8bUtVDYwRhGWPLDxctWsSHH37IhhtuWP9FDuAF6EDj4xqRFvhh9RKhejEVVDgOpFOJIPDQyLFj65EMUbf+lE48hlIjxy4LJk2mILHiaJ8rFmNjqNqnePnzlT7o7FY9xzGXkxC/KtlXOTmXrYsvFMxXWy3WCUNw5ZVXBkxlgiAIlbHCrdqxFZHyUM4xY8YwfPhwpk+fzp133snUqVOjUE7bEnh5nceGf/q+Tzqd5rjjjmOnnXZi0aJFPPjgg7zwwgtR+Ofrr78efW4lmTNnDnvuuSdffPEFAD/4wQ84+OCDSafTPPPMMzzwwAO0tLTwk5/8hMGDB7PDDjt0mGPhwoXsvffeUXm7IMCS6RpjsAQowgBx3zfb5AJtzKgg1A1+aC7pwOgeHcRVUTajMqk7/LKFpiDUQZbk3je7oOY4Zt5iWV5moE0Jkl0LC0C1LcZtbEanM6QoUtQp0o6PpkCbnyZQDqmUIhXKMNVgJFm+EF+G72sjnRxoawdQ+L6RUrmcueS2tmrfM3PfdU2FVDpt5yx7yzUQXSMI9amla+zxFYV33303ur/ZZpvVHLvJJptE97vaXa47zvPFF19EIeX15hg8eDD9+vVjwYIFHa71z3/+c6evO7lYN3DgwJJjdl6lFJtuuikAH3/8MR999BGu67Leeuux9tprd/pcXUEMKWG5MXToUAYOHMhXX33FG2+8UVG4lcQd2Qop32RHmR16yW12iRfZT8dUKr4fBHFMVPLTUyVeVwlVdt++1HFKs5eSy3NJo8pWRCWNIHs9nSVpepVdjpPYpqeCwJhRyWqtaHBYL59KlS5p2FY3lV6TYOjQoQDMnz+/89ctCL2QFa2EvRZTp07lsssuA6gYynnyySdHoZxPPPEE48ePX+Lwz6U9j+d5HH/88fi+XzH888QTT4zCP6dNm8all17aIfwTTIahNaOuuOIKLrrooujYUUcdxcEHH8zBBx9MoVDgpJNO4u233+5gjo0dO1bMKKEDndE1UCpTUODi46Fjo8lPZDsWiyY/KtQ/QKJbrx/nQpVvxbf5UNWodCyVCheqnLCS2i5atZn7uaw5J2mU56PbWlENTSgKqFQGB5+0KqKyDoHSeIELjiIINForXBeymXhbneOYP0ScMKi8rU2TL5hAdDDHGxrihsSVvo8pk7MeGVL13mIS0TWC0Dm+Kbpm2rRp0f165on9+QcTDN7T5+nKHHaeBQsW8Nlnn6G17vLi4CuvvBIZaeuttx6rrLJKyXFrSK299to89NBDXHvttR2qRzfZZBMuu+yyJdKBtZAte8JyQynF1ltvDXRh/36g0Von/CQn3JaXzImy/1uHP6i257By4i13TiJLqmKmFBW9rvDCYzXpB7EisjlRSUPKlteXt4tZ0uWEstc59rlwbgWo8nOVvMCJtwra3y62Nr7ONTnhcqQ05hSE6nzTtuz1tvDPmTNn8vvf/x6ALbfckgsvvLDDeQ444ADOPPNMwGQqPPHEEx3GPPLIIwBRQKggQOd1TankCKuUnbD8yLNb8APwAhMo7tgFr0Slte3uaxe6kotvyWiAZMp3Pm9Kjtrbza1QiOeyi2bFojGdgiDeGhj40LY43ApYgMADNE6xYLKuggC3WCBFkYzr4boBjtKkU8ZFclTpGlgkvZw4bwpMVVQuC5m02dZnv1fZbCyzkoVbtpLKdt2zEqearCtHdI0g1OebtGUv+Tu/vAKonOT2NVup1JPn6cocyXk8z2PBggWdvlb7GptDBfH2covWmsmTJwPwySef8NOf/rTiVub33nuPQw45hFNPPbVbPzfFkBKWK1a4vfrqq/UHK4XWgSlyUraXnI5zomyoeUnllFUtKcikQbmhagnzoJx4SMlLahlR1szy/bANcqJlTLkotF1pkjkNnahGqkn4+mTSld2yp+zxZKaUxQlztez12RwpqwTrXI/Nw5DWyIJQnW+SIdUbwz8fffRRvLDy5OSTT676eXb66adXPK/Fhp6vu+66FV8v9F46o2tKDRPzOz2lwvvFMK9JB1DMm6+uE1c9FYpxiVG+PTapkuaTXQzL5+MPoOTimNUIxdDQsqHnyXxLz4tzpWx+VFu7MaTa2oz8CnzcYjvKL+LgkwoKuNrH1XkcpXG0Ju0GuC44ji4xklKpWK45jnnsOJDOGMmWzYDrxq+xGVMQm0/ptHnOfj+tnIkKverIFdE1glCfzhhSX375JUOGDKl66ymSjUbqLRgppchkMh1e11Pn6coc5WO6er0/+9nPeO211wBYbbXV+NnPflZyfOrUqbS0tESPN9xwQ+6//36+/PJL2tvbee+99zj//PNJh6Wot9xyC1deeWWXrqEWYkgJy5WRI0cC8NJLL1Xd/lAiKsoznLQmTitPHFAJuybaYudahVNqLJXfr3RLLunZi7Lb36wZlSyVVyoh8HSpOVSSYrrkOGV/3brR9yOB1vG1ZzKlWRFBQKgSO6XcPvvsMwD69++/VNctCN92bPFB+W1FozeGf06cODG6v/vuu1edY80112TYsGEAPP300x2O9+3bFzAiXBCSdEbXQFLXhEYT4Cht8qOUMtVRUbMSQqMo0Vkvn4+NK6s9rAmVrHrqTMMUW3VlzSlrWHlhtZRXjM+Tz4NvrlMVPZQOSBXyOGlw/AKOXySDh6sCHBcc5YfVUrERlTSU7LfBPucokzWlFDTkIJMpNbLS6VjG2copreNKK6Xi7XtOnb9yRNcIQueopmu6U9s8//zzKKWW6PbrX/8aIKrEBshaB7sGdoyXjGDpBN1xniWdo3yeevzyl7/k5ptvBkxV6B/+8Af69OlTMmbq1KnR/CNHjuSNN97gyCOPZLXVViObzbLxxhtz1VVX8eSTT+KGzv/ll1/OjBkzOn0dtRBDSliu7Lbbbqyzzjporeu2STYRUok/ZGy4pjWfVOJ/ZwUl/3vbMiInNGYyCWOqMzeLXcZLZ0ovzopFq/fs6qLWRsiVz5VM5CyZR3e8VcBJjFdlj6l033FKeyo7DlFyqF1WrGNI2TJT+0eaIAgd+SZVSH3bwz8rXau9lqamJtZZZ51OXcu8efOYPn16ybHtt98+OiYISTqrayJJkPjdq9CoQt48SLaM02GlEkG8yFUslppRthoquThm5+ksybmSIel+EG8l9Lww56oI7W2owEMrHxWGpiuvHVcXcf12HBXg4pNyCqRcH1f5uCogndbRWpg1qOzpbcc9W+2USUM6HZtS6XRsOiXH2TnsWiHEx6ohukYQ6tOZCqnVV1+dGTNmVL31FA0NDdH9QieCr/J583lrK5h68jxLOkf5PLX4xS9+wSWXXBI9vvbaa0sW7Sx77bUXra2tTJ8+nT//+c9Vu/XtueeenHzyydH13HvvvZ26jnpIqLmwXHEchzFjxnDuuedy991388tf/rKiS2wLesJEgbJ9q6Hb5ABB2GFPY/IYAtVx+53CVEtZc8n3q5tA5dVRVZfbEq+x+Q32Zq8vuZ0vGXRQfr5KVU7Ji1exAeVgKqVKKg6SAej2HJlMaR9la1AlDakaaK2jP8g61Q1REHop36Que70x/NPO2dk5ktdiW8QDXHjhhTz99NMlK5yCAB11zWWXXVZ1O4ZShB8MCrNdr4iDxrclP9ZUKoar4UFgxtoPGbv9Lp+PP2CSOqb8a9WLSGB1g++blngNOWNAKUzYup8xC23pFAQ+Kt+GamiEYh7lNhAEPhTbyTiaIgEBLipQOK5Pu2c0jNaKlKsoaBfPcfE8o2psRz7HMdVPtsNeNkMUjA4mxBzi7Cgo3a5ni9dTNf7KEV0jCJ2jp7rsDR06lLPPPnuJXmsXiZqbm6Pn2uuUb2mtIyMoaQ51hu44T1fmKB9T73p93+eUU04pWRS57LLLOOuss6q+xnGcEt1TjaOOOipqGPPCCy/UHd8ZxJASljujR4/mggsu4Ouvv+bZZ5/lBz/4QY3RxkwJivEWOK0UKBelPePQ+Coh8EKhpSk1pmxwAYowuCH0lHSpoVMPm8oZtWtOdMaxQhFdWpNuX2fr08uznux5K37Ca1Q4md2o2OEqddl7SFZHJU21TKajkqvC7Nmzo73FNh9DEITKfFO60fSm8M/+/fuzYMGCSBR2ZY7yawEYMWIE48eP59hjj607j9D7GD16NL/4xS/4+uuveeSRRzjqqKMqjlNoHAW+UmHVUQCOgxv4BK4y+sZLVFpbzRBVYHuxGVV+q9ZIpZIBZZ8vP+aH8zc0mMosF1M51d5u0sS10T4q3w7pNDqdwcE0nwlSKRw8tKtQuDhoXAf8QKGUxlWajApIqyJuyqW1kEIrN1ontNv7PM/IrIYG04XPcVRkOpVLGNc1RpbdDlgL0TWC0Hl6Qtest956XHfddUs1x4ABA6L79bTK3Llzo/uDBg3q8fN0ZY7kPNlsNqoCr0RLSwuHHnpoSWTBVVddxfnnn1/3HJ1h+PDh0X3bsXhpkS17wnJn4MCBbLzxxgD84Q9/qDpOa1COQqPQKqxaClfLtOugcUFbwydp1bgdXZtkFlW0nY5So6hSsnm5YEvej8I/E132ovwGOlZXJVM8K1Fhm59SKjKiqlxhxxY09hxJc8qGMKRS8eMa2G0vjY2NPRpOKAjfNOpt2VtRgj+h94V/dneA6H777Rd17BOEJAMHDmS//fYD4Morr6zZjchR4KSc2EBSCgLTuMRxHNPRzmoJ1w3znLQxr5KVUVZ7RNlRVN76X60ivESzJG62K6+jwjkD8MKQdGUeO8UCTlsryiuEukSbLXxao7wAhY9DEEV22rcJZopsyqfBzZPS5v24iSJ2m8aglKmUshItWUxvZU4qZXwyMGtutRBdIwidozNb9lYUktWO5Vvty0ke70zVdHefpytzJMestdZaVcfMmjWLnXfeOTKjXNflzjvv7DYzCoiCzbsTMaSEFYINNtgA6ITT6jhhyba56VDRaOUQAIHjEpDsGmdtG5cS+6aSk6PieSPVFKVsOkYVJQ2iyEjSZSJQx8ZUNK+Ot8YlDahIcdWuxlJKxTFYHd9Nx9XPShlY9ly2T7KtkLKBDDX429/+BphMFelGIwjV6akMKQn/7NwcyXm6M0C0paWFvffem3322afuPELvZNdddwXg888/rz1QKRx0KA2U6ahnDoSVRFZDEOsJTUczyvdNFVM0bycvtJZpFV4fGmNAWaMrwGznc2IjTXnFqIxCoVG+b8bpABUGtztO6TpgknQacimfDHkc7UdyxU1IJvOcjoq+k9vzkkaV69Y3pKyu2XjjjUXXCEINvkmGVDKH8r333qs5Nnm8XjblsjjPgAEDWH311Ts1x4wZM1i4cGHNa/3888/53ve+x1tvvQWYbX1/+tOfOP7442vODfDII49w5ZVXcuaZZ9ZddExmgq2xxhp15+4MsmVPWCGwK9G1Op2YQiPHBJs7xprRym5gU2jHISgGOEoRaAdHB2UzWFVjgjcrUkuTWCFo77tu3EUvCrlKrDDaceUd9uwtmSdl56rwqZ68JCeskKp8bZSqsuRz9qtdPkyljPqzX+tg21fvsccedccKQm+nVmm7Df5cEeht4Z/dFSDq+z777LMP//rXv+QPWaEq9v+ZNddcs1P/nyhMvGWQyoSZmEQB5m64UBZosx0OzzPb6SzlJvGS/IFYaWHL3rdd+OyiWmArt7wSU0zl8+jGJmNCBeYaXQWB76KUh68DFA6edtCBwjF1UyXvP00AxQJKpdGZlIn5LCYCzxNrjjbU3FZINTaGlVTZ+qkLVtfsueeeS/DNEoTexTclimD99ddn8ODBfP755yVddSvx7LPPRvftAkJPn2fkyJE8+OCDfPTRR3z22WdVM5zqXevcuXPZfffd+fDDDwFjdj355JPsuOOOnXo/48aN4+9//zsA+++/f8Xgc8szzzwT3e/s/PUQQ0pYIbCG1Pz582uO07abng6MOFMOLqHh47hoFaBxQGmTtqTDkPMSbP03Zp7OKLco1yl5MaH55IRbB62hZMvmy82nZIZTefcbu8Rn59A2vj3GBdzyLKzya0xWdNk5rYqzlVE2ZMF1TShDnfyoTz75hJdeegno+ge2IPQ2eirUXMI/a1Mp/LO7AkQfeOAB/vWvfwEwZsyYuvMIvRP7/0/dnxetUVqjlYOjQGXTBK6L9orgpIxOcR3wNU74AaPDvMsgfH08V3Ihbgk+cJIZlsopfWw/3Bw3zrsKAM9WTQVQKKAKBXBdtO+D42NiE0xVl9IBSsULhlr7BNpoOR1WtLsu5v2FWwKLqVTUe8b2Yil6GtdVUYG3lTy2f0u9b/m0adNE1whCJ+mpUPPuQCnFwQcfzE033cTUqVN56qmn2HfffTuMmzVrFg8//DAAm266aUnFU0+e50c/+hEPPvggADfddBPXXntthzm01lGIeCqV4uCDD+4w5qijjuKDDz4ATE7VP/7xjy5Vfe2xxx6RIXXbbbdVNaRaW1sZO3YsYL4H1fIRu4oYUsIKgTWk6nUs0qh4dY4AnBS+E6B8I2q0kyLwPRQadICriHKmIqJlsyAOJzDBCGVnS2RL2SEk8hVsoLlSZpXQDkwaUOWUVy9Fb0xX7PpnRzlam42ICV9MJVcvy7fnlad9ZjKx+ZROx1v2GhtrfbsB88GktWbttdfm+9//ft3xgtCb6SlDSsI/a1Mp/LOhoYFsNks+n+/SHOXXMn78+Oj+GWecUXceoXdijdW6FYV2Acp1jMxIuTiNDZBvRxMY0yn5+75QMPlMrovreeD7YU+W0KACbNO+rpGMNbCV6PYaExXg9kZoWmnf6BYHVOASeEW0cqNrSkowB3ONpdJM42gfBx+tUwTKIeWAdjX4HmlH4bku4VsGFRd3p9OxUZXLmce2SqoWt956K1prBg8eLLpGEOrwTTKkAE477TTuuOMO8vk8J5xwAi+88ALrrbdedLylpYXDDjuMtrCN589//vPldp799tuPDTfckClTpvCb3/yGnXfemf333z86rrXm3HPP5Y033gDgyCOPZLXVViuZY9y4cfzlL38BTL7TE0880eUtiKNGjeKKK65gwYIF/OlPf+KWW27hlFNOKRnT2trKYYcdxkcffQTAsccey7Bhw7p0nmqIISWsENiVxFpBaSoZPOAoCIxZFCgXRxkDSisHpRy0gkBpVOChcFCRTAuzF6IshvA5wionpeOnnDJFU7IKGd7SaRNmHgRh9xtKO9uUb89LbvUrN60SppKKBF8YYF7W+U8lxydJVkjZx9ksNDfHVVKNjaUGVQ3a29u5++67ATjllFNMwKogCDX4kvb2agG5XwKr9+TF1KQ3hn9uuOGGvPPOO12ao/xa/ve//wHG7LL5h4JQjjWiOrM9FKVQYfmPVsr8fp43H+U4uIAOF7I0gOeVhKQnF6dcrU3N+JL8gWjlhN3eb7VLoMFN6Bjfi48rDcVYAynfQ3kBQRrAiXwxjalax3YyDnOpHBe0F1+ui4fSCp8UjqPQgSaFR8p1CBwVSZ50xhhQVpJks+Zblk7Xz47yfT/SNWeccYboGkGoSy1dY46vSNpm2LBhnH/++Vx22WV88cUXbL311owZM4YtttiCGTNmcPvttzN16lQAdt9996pVPiNHjuSf//wnAPfeey/HHHNMt58nnU5zyy23sOeee+J5HgceeCBHHXUUu+++O62trTzwwAO88MILgIl8uPrqq0te73keV1xxRfR4r7324osvvmDChAl1v0877bRT1HF4lVVW4eabb46u8dRTT+WJJ57goIMOol+/fnzwwQfcfffdfPbZZwBsueWWXH/99XXP0VnEkBJWCKwhVStDCuIKKaXdsDLdB8cl8H2046KDgMANWw1rk00QrjnGKQXKzBTft2LOPk9oTJWURsV3tY5fl81Aa6sxpRwnFlrJ++Xb9qxhVClENCFKle/jBIExozqTU1JefWW35DU3xwIznYamJqPY+vSpO+8f//hH5s6dSzqdZvTo0fWvQRB6MeWrVh1ZvRNjeo5vYvjnl19+uVThn5tssgnvvPMOCxYs4PPPP2fw4MF1r2XllVeOgkeTeJ6H7/u4dYx9oXdiK7/t6nhVkuZSJmNsm3QaGnLQZsJlFRjtE1ZEJRe0tI0BCNfbTP14Fx2pSjmU8QWWxhb4tsbJXrsJLCcwi4HK99FeAClld+pFLzXvJQCTihWdMhmpSaBNaBRpcMEJAjK6SEFnorfdkIuzo5SKq6Oy2eqNiy1vvvlmVP147LHHdu37JAi9jM5plhVL2wBccsklfP3119x8880sWLAgauaSZJddduHRRx9dKlO6O86z2267cd9993H88cfT3t7Offfdx3333VcyZujQofzlL3/pUKH+7LPP8umnn0aPn3zySZ588slOXfvEiRMZOXJk9PjII4+kWCxyyimn0NbWxt/+9reo+UOS73//+zz88MP07du3U+fpDLIsIKwQ2IyFWhlSkXei4pVCrUz9tnZSRuwoE3QeOCkC3LBsXJVKMzOQymFM1kBKdtRzzC1p9jgOpNz4ORW2jrGPneTry7bUlXfWS4yPtugBjuuibPC4bSlTaXtect6k8WSXC23ogusaM6qhwai3Ol2mPM/jqquuAuCII45g5ZVXrjleEHo7r7/+OjNmzKh5e/3115f3ZUbYUE6gR8I/l/Y8VjjZ8M+lmQPgueeeqzrHp59+Gq1sls9hW8T7vh91sxGEclZddVXAVNoFycrpaoS/v5XrGoemqdmUECV/17eHQfsVK6wxphWmAUrVc5Q/juYPuwmXxwoEFcwtcxJzR+s4R8q+zDdV4EqF5eRhDEGlpb4Ohd7hW0mpIgqNq8AhIJMKoiBza0DZIPNk0Xe99bsbb7wRMGa16BpBqE1ndM2Kpm3AVI7+9re/5bnnnuPQQw9l8ODBpNNp+vfvz8iRI7nnnnt47rnnoi39y/s8Rx55JO+++y6nnHIKw4YNo6GhgcbGRrbccksuu+wy3n33XTbddNMOr3v33XeX6vrLGT16NFOmTOH8889nyy23pE+fPmQyGYYOHcpBBx3En/70J5599tmosqq7UFqvaDs/hd7IRRddxJVXXsmOO+4YBU2Wo7XpcmxKyH20H1Bs9wh80J5HUCyiwv+dA9+EhDq6gOv7KG2ORf1cTHZmTAcBk5BNkXrS4PmJCqgwaLStDVpaoL3dbLIuFmHxYvPY8+Kue8lbEISVVUHJJSjMamAy1FwljtvwU/s+IzFpO99YM8pmRTU0QP/+Rr01NsKgQeZr//5Qx9m+4447OOmkk1BK8d577zF8+PCa4wVB+OZxxhlncNNNNwFmZa1aKOc666xDW1sbm2666RIJoO44z2OPPcZBBx0EmCyGauGf2267LW+88QapVIrPPvusZOV2zpw5rL766vi+z7bbbssrr7xCpQ5oZ511FjfccANg2iEfcsgh0bFrr72Wc889FzAi8v777+/qt0PoBUyfPj3aMvrpp5+y5pprVh5YKMTdeIMA5s1DL1xIUCjCnDkwaxbk2422+OorWLDA3A9DxDWgfR9d1ixFVwo9L0clFIaidLuexQn1RToFbnjLNcCA/tCvnzmeaYg6+OqmPhRTGXS2kSCdQzsunnLCqnWzSOiRwg8UQaBMcVWQSPIMdwlauZQP0hR9lwCXdj9NLgcDBkAqrcjliG7ZrDGmahlSCxYsYMCAAWitGTduHMcdd1yNf0FBEAShJ5AKKWGFwJYg1spaiAuOVLRqqFwTnBmoFIFKx54PmBwGN42fyoCbQbspdLT6F1Y9ld+i6qNE5ZO1hKzh47jh8l1CtKVSpRdaUiGVuPhkNVMuFz1O1GHFWU9OfG5VPrc1njKZuK2MfU2ySsvWr+dyxoSyNe2JblOVsCWbYILuxIwShG8np512GtmwWvKEE06IqoIs3Rn+ubTnseGfAL/5zW944oknSo53JvxzlVVWYdSoUQC89tprXHDBBR3O8/jjj0fm2frrr8+BBx5YcvynP/1ptL38D3/4Q933LvROhg4dSlNTEwD//e9/qw8sMX/M722VTuOgUQ0NprIZYnGT1BZ2C0h5tRRm5d4pr/iuWmVNqXYpub7wqybWPzpIZFDaCAKNVq5Z9lPabM1TOjKZNPE5lQ5QBDgqQKHjt2FnVGa9z3EgjYfjaFzlk05pGhvjEHObQGCLwOtVR1111VVorenTp4/EEAiCIKwgiCElrBDYLXv1shbixTyFch2clGkVHATGlCqoLJ6P6bgX1YM7+G4KnUrju2mCcsFSUoKkSm9hCTypNKQysbBLpYxasmHmVg1BLOjs40qmlDWVcrlQByqzSl8uEt3E3NZsso9TqY5GVHmYuU367N8/fk3//nVDFu64444oG+WOO+6oOVYQhG8uNpQTiEI5L7jgAh566CGuu+46ttxyyyjUs174p/0c+93vfrdMzmPDPx3HicI/jznmGP7whz9w5513MnLkyKjzYKXwT8tVV13FKqusAsDVV1/Nrrvuyl133cUf/vAHRo0axUEHHRR9/t15552kUqVxmwMGDOCee+6pWFklCBalVFQh1aWqwtC4VY6Dk3JRjQ2mIsnzMUngZSaU40Sh5x2uAZNHXqEM3DzXITvKLQ1Ej44TVkqFj3VgFrjAPBeGn+uUS9yORaHQiWW1+BpC/yoMVAgzqNAJ3WaqpJQCpTWhzUVDNoiMqObm2ISycqgWxWKRu+66C4ALL7xQwswFQRBWEGTLnrBC8Pjjj3PggQfSp08f5s+fX1UoeJ65AabFsefT3qop5AMCz0dr8L2AlC7gKE1GBWGApsZVRiYpApzAR2kfpc0KXoQVbkqFQQahiHIwIs0LEmZOeDGFQrxdb9Ei81x7HtrbzB5D21HPksySCAJUoYBbKJSOUSrMX1CxjNMa5TioSt8ba2SlUrEZ1b+/UWyrrhqHK6y2mnm+Br7vM2jQIObOncvJJ5/MLbfcUnO8IAjfbLTWnH766dx8881Vx+yyyy48/vjjVXMQRo6s3Y2mu84DpirJhn9WwoZ/VspbsEyaNIkf/OAHfPHFFxWPNzQ0cM8993D44YdXneOxxx7jmGOOYcGCBVXHCL2bH/3oRzz66KPsueeeFcNhAaMJ8vnS5776CubNg2IR/dVX6LY2mD0H/dUcEwnQ1mZeVyyarXk2CsAGnkNpWDrga9PtLlpsiw6qeFueHWyxJlXKNQtzbsrooWwOBg8xplQqaxbrGpsoNjaj0xmCVAaVy6FTaYpOBq1SBMpFh4uFBT+uALe7FdFQDOLnNWETYz+ses9kyTWnaOiTpqEBMlkzLpUyBlU9f/jhhx/m8MMPx3VdZs2aJflRgiAIKwiyPCCsEGy11VYALFq0iA8//LDquJLmL0rhpFyclEIrh6LvUiyCFzgUdBZfp8hru66mCGy4ueOg3RSkM+hMFjLZeOtbOmMEVtoFJ8xKSKXATcfZCdYi0qq0EgognQ1f55ZWLyVRiceOg2MrmZLjlTLGk62cKtnGF7//kps9brflpdMmJyqsPqNvX5P3UIcnn3ySuXPnopTil7/8Zd3xgiB8s+kt4Z9JtthiC95//31++ctfstVWW9G3b18ymQzrrbceJ510EpMmTappRgH88Ic/5OOPP+7y90HoPdjtns8880z1SIJkZbSlTx/zNQhMpZRSqMYGnEwGlU6jMpnwtYnKqDJNULKgFR22ZpQd54QmU4U/B2y8Qcolii+wk6XT8evD6Uil0Bg9pLUyBlSyBF2pEvmTfPu2KsssHOroVDZnPZuFXDYgkzLb+6K3r+L0g1r4vs+ll14KwCGHHCJmlCAIwgqEVEgJKwRaa1ZZZRW+/vprHnjgAY444ogq48xqWnIRMN+uaVnoU8hrfE8T+AEOAY4LWdfHCTzSqoijdOj1BGG2gpnQ5BeUd8BJ5DPYUnUdxEGiJkXULN35HrS2mWOti6HoQTFvqqba81AsQD4pRMMLD0zNesq+sWIxDkGHMiFZKiw7CFhbt57JmGvu3x9WWSUONG9qgqFDS82zCniex2abbcYHH3zAAQccwIQJE2qOFwRBEAShMr7vk8lkCIKAN998M1p860ChEDdAsUyfbgLMW1th/nzI59FffWUqsdvbzddiEe37cYVUoMPtb8RzBUHYXFgRbvorjQ9QKtHyLvxaHgWgbLfecPFrwABYaSBkcuZF6TRBcz+8bAPacQkyDehMAxoHX7kEmWxkegU+FLUbbdsLgviS7WX7OGitomJ1xwU37eDkMjT0z5HJGl3U2BjvHKzF2LFj+fnPf47jOEyePFlyMQVBEFYgpEJKWCFQSrHNNtsARIG0lceZr8nFvHRG4elU1L0lwMUjhee75H2XAhkKOoOv3VD4OASBMroN8zUIFFo74WqeE2c8pTKmTD3KZiqxicxNhRlTKmVEGzqsrAq73Nmud/G7MDe7JdDebEh5Oh1vywuPlbjG1cwoW5XV3Gw66dkqqX79THe9OmYUwP/93//xwQcf4LouV111Vd3xgiAIgiBUxnVdhg0bBpgtnjUGlv5e17q0+UhgQsRVJmOCznM5czyVQqcSVdnluiLUBio0lpTVCuUp4ElpU1atHWkiW8mUbTCV4Km4YjzI5NCuG02n3TQB4GtFgGNyPYNwC55OyBhV6sHp8JiLNsHmrnnOccB1AlJuQDajo8qoerlRYLod2q6Yp59+uphRgiAIKxhiSAkrDFtvvTUAr776as1x5Znhnmee08qhqFME2m7Rc/BJUdBp2nSONp0jTxZPufjawQ8cfO3g4eKRxtMOnkrjpdL4qSw6lUl05CstO49vYb5CJhO3hLFjbPB5Q5MxppxyQyjcjhdlVoXb7cKbSnTPs9v3SjrgJIPNMxlzjsZGo9LSaSNWV17ZVEnZ+vYaTJ8+nWuuuQaAyy67TESbIAiCICwlP/jBDwCYOHFi9UHlnXmtC9PUFGdDQmwwZTKoxkZobEQlt/wnzaRklVMqhXJd3FQq1hNJkhokeS1KmaooG2ae0ChmAQ50Oo3OpE2wutZoJ412U2GkuTGjAl9HBeB+YHKkwiL1khD1yB9zTPV64CcklguNOR122FNkMvW36gVBwD777EMQBAwePJhrr722/j+YIAiC0KOIISWsMIwcORKAl156qWYuR0kTOrc8I1zhk8IjFa7KGYNI41LQGYpkKTiN+KksnpvDc7LoVA4/lcHPNOCncgSpHL5K4eHgRz1iVJzV4DjhKiTxVzfMWUhnwuYyyjx2XHMsFI6R2AuNLkeFXWusseWmTMvnXM4osFQKlUqhEtVTZDLGdMpmozG4bvx8c7PZrtevn8mN6kT7Ga01e++9N0EQsMYaa3Deeectxb+kIAiCIAgQG1IvvfQSn332WeVByQWnsKlJFJZkf9cnG5eEFU6quRnlujih0WTzpVRoQCn7fGLbfwfhn+zeq5zEwpet5k50782EGiZrug4HbhqdyYDjoh0HHYCfMtv4fBy0ck0VVBBmsBfA81RoTEHgEXZGLq2UMs0EA9yUJptJSJysjiI/O8PFF1/Mf//7XwCeeuqpDh0zBUEQhOWPGFLCCsNuu+3GOuusg9aaO+64o+o4pUoXC4OgVMcFgTGmAlyKgTGnPFyzlU+nKHouRZ3GxyVQKTztolUKjZkkCAi3yTkEuATKQdtkTRWaUckVRhsQaoWik45DD1Kp+IIbG01nmoQppVwnNoxCc0tBtFKpcjmz+hkqMJ1OxwaUdeQyGWNC9e9vch0GDDBGVC4XH6/Do48+yvvvvw/A008/LaJNEARBELqB3XbbjSFDhqC1rtlhMvq9boWM1ub3fTZrKqBt9bMdZ7VAU1O4WJXtmA0FxMHj5pibbJYS6Q9bUZWsBqfUjMrlzKJZOg3pHIGbglwG7bpoN2VMJ9dUT5n4hBRaJSKtAsIteorAM2aUr82anSL24ezpTcGXNqdMQVOTIpPWpDMqeju1mDRpEr/61a8AOOuss9hiiy268K8mCIIg9BRiSAkrDI7jMGbMGADuvvvuqi29zdhYjNgKqZJ8Tp0MPjfmko+L76TNtjydoqjTppJKpSgGjjGgAlMR5Qfx6qCvHcKYdOL1xaQSSmyhy6SNcgpXBUmH2/aUMl+bGqPgA5VKrERakyvprDmOKa1PpeIS+Vwuro5qajJGVJ8+xoxqbjaitU+f0mqqSt1zEhSLRU466STArORuttlmXflnEwRBEAShCo7jcPrppwN1tI01mSAOU7K//+3v/uZm89iaSKGhpBobUemUMaVstVM6bRbGbBhT1DXYJZVOx/mYyVU+cyH2ysNjbmxGuS40NhGYciUTSp7KoJVrjKl0FpTRWwEq0mfWXwu0E2u3sCpKY6qlPN981TosGHchm9HkspBrMLLHCTOyOtNV7/vf/z4Aa6+9Ntddd12X/90EQRCEnkEMKWGFYvTo0WSzWb7++mseeeSRmmMdx5hOycfJxUEwIsjz4lU33w+zpoIUvnYo+irMnHIp+maLXxA4gBMZURoXDwftpAiSrZLD9sZoBQFA2JvYCkjlAircxpfY2tfQAM1NONYsSgpCa0I5TukPZ+JN6WQAujWmGhpKzSjXja+lDg8++CBz587FcRzuu+++uuMFQRAEQeg8ndY2tlIpuX/Npnfb3/PNzaXb9bNhZVQuZ7bSpTNxyGbKjauqbM5luI3PjVbx7CKbvUHUVS8TVmelQgMrk0M39yVI5dBaod0UpDMmPyqVRqezFLVrqtIjEyr21+z01ohyk4VYobRJZSCTKAxrbNDGjEpWbNXhgQceYO7cuQC88sorYV6nIAiCsCIihpSwQjFw4EAOO+wwAK688sqaVVLJZjFRZxY3rpBKVlDZm+8TbcnzSeHrFEXfxddhFVXg4Pvge6YbjO/bvE0HD4cgDPGMKp5s9xnXiTvwZXPhdr0wQ8qxgjHRqS+dNlv4mhojAynKebCmVLITjg0nTYUrpVaYNjWVGlLWDMtmza0O7e3tUTe9I488koEDBy7JP5sgCIIgCFXoiraJwsmTbYXtAlNDg6mIbmiIcybDpibKccz9xrCcyE3Fi17JgPMQs4CnSr0ohTGjMmGXYNut1w07Dvftb0wopczWu4YmAjeFVimKbg7PyUQNXGzspnkAQaJBjFJx3KYKC70acjYnylRENTRBNg2Oq+PLdpy61VFJXXPUUUcxaNCgzv0jCYIgCMsFMaSEFY7zzz+fTCbDBx98wGWXXVZ3fFl34w4ZU8k4BnvzQ7MpwHTmK/gmS8oYU6Zqyo7RgV2sNAGevnbMPG4KnUqDCrfo2XbLqZQRczYXynFMi2RbuRR214sCSBsaTDBpQ4PJi0qnUdaEsh30cjloaoY+zdDcJw5Jt0HpDQ2lgee5XP2ABeDSSy/lgw8+IJ1Oc/755y/Vv5sgCIIgCJU5//zzSaVSfPDBB/z617+uPThpSNmqaKsH0mnTQbepyfyut4ZVNmsCzW2X3b59jLNjjSgnYUophaNUxz8CsjlobgpNrUwYQxDGBOQa0I2NJm/TSeE3NOO7WTQpiqkcOpXF0y4BHSvWleOgdTJ3s6SPC9lEn5ZsxhRmpZ2kpxbGGKTKuxV3JKlrLrjggq78EwmCIAjLAaV1SV8LQVghuPLKK7noootwHIcpU6YwbNiwiuOKRWhtNbdi0RhI7e2JvIJEBz5rUtmFQoutbDd5nhoISDlmAkeZ1sNKaZRSJoLBK4D2I3fL8fO4gY/SPvhFyOfDMIQ85AvhnsHwQvwA5Xkor0jK/ujZ8i17nck3WLadDxVWY1nTKpMxotTmRQwYQNgTOVwhrS7eXnvtNUaMGEEQBFx55ZUi3ARBEARhGXLggQfy+OOPs9lmm/HOO+9UHqS10RH5PCxebISNvR8E5muhYITP4sWQz6Pb2owIKhQgCNBao5Ol4Z5vyr6DoGQ7oA4CPKXM4lo63OKfCs0vFT4OK751377obBNetgGda0TnmtAovFQGlcuiA4XnZEysQOIvC42i6GYBheOYQzY6M5WKfTLCgPNUJozfjHYdKpxMYntiOl31+/v++++z6aabiq4RBEH4BiEVUsIKybnnnsuAAQMIgoDbbrut6rgSrybRNMYeS5pP1vNJWrC2eso+r1GgTHc+nzSeTlPUGfJBlkKQoRCkaXMa8HTKBJ0rB9/J4Ifb+bStlkqH2+vskp/jolA4rimpd3OJbnt2m12Y6xCZSzYjwoaXglFrtuexNaNs4GnfvnFpPtTMWgiCgKOPPpogCNh8880555xzluSfSRAEQRCETrLLLrsAkK23pT651c5WRlktYCujbSOTbNbkR2azUSc+lcmY7XvRFv5MIpQprrBWffrg9O1nqq8bGqChD+QazRY9pUI9kyZo7otuaMbLNaEbmwmyTaZzcSqHTufwPRVWR6nI9woCkx/lqxTKUVFOlKMg5cTRVk6YeJDOQCoLaTexUOiAk3KMQLMl8FXQWnPwwQcTBAHrrLOO6BpBEIRvCNLbXVghSaVS7Lzzzjz++OPVVxFDrKdTKMT6zXXjwHNrVCULkZLd+CDOloqrqBS+BrSpmlJOvN1POQ6ek8HxC7j4aO2AShFoH9dVOCkP5eso8xzHQbkuqlgEzzMVV26YLZVUbUGAcgMqolQsNstzoqx5ZVcN0+m4Vr4Kr7zyCh988AFgwj9TnQg/FwRBEARhyfFDYZLJZGoPTO55s6trDQ2mKgqMFigUTJ6UUqi2NnRTk3kun4diMerSq4PA6ALPM6/V4X+UQisH5To4yiUoX8NSLjgZdJ8++JlGaGhE50x1FI6L72TRyjXyRYOnHAjibCgNBMrFVy4qSDQfDpv/2YzyVPg4Ffpf8QKjwnVDHWO3MNZYaJs+fTrvv/8+ABMmTBBdIwiC8A1BPq2FFZatttqKxx9/nPnz59ccl8zrtKZSKlVamW71XDJDKrmbzZpT9vW+H+cWaMLIA6VNiGegcRwXTQrPV7jKQztGcAXKhbTGtfXqChxfh6mdafA9nELBlM5rbZYFtXG7FAooa0fjOqW5EfaN2Aopu3pqzaioxr32j7bt8rPhhhuy6aabduFfRRAEQRCEJcEaUYVCofbApBGltREkdvGpUDDmFBjRMnAgtLTAwoWxaRMaUCrq5AI6nS7NMbBhTigczAqc6STsgJs2ZUyNzahsA062Ma6OclLgpnCUirwtHTiknHAWDYFSgDG7Uq4yEZuu2YqnHNNdz0mFvV/CXHXbI8ZJmlH2/ZQHhFbgrrvuAmCVVVZh880379K/iyAIgrD8EENKWGFZbbXVAGhra6s5zuoUq9tc1ywEum5pmDmUFg5ZjWfvQ0etY55XaBWv+KEVvg7QKk3K0QS+i1Ia7WocHeDmMibnvJiHog94kctlgswziZZ/NosKzNKiU5rOntyHaMv1nXDbXnJ7nx1rVxHrGFKvvfYaAAcffHAn/iUEQRAEQVhacrkcUF/XlGzZ8/34d3w2G5d053ImNNNxoH9/VJ8+6IUL49ypIID2dlShUJobVVIeHmBSyBWOYxqu+Mox++eyOUil8TNNBP36ofv0N9ECAQRFHxXO4SjQmRQoE3ugMeVPCtApFzdV2izYkkoUgZlyKWNcuQ441oxK6pkamZgA//znPwH4yU9+0rl/DEEQBGGFQAwpYYXFGlLTp08nCAKcCitjyUXEVCrsiqdj3WI1V6Xo/iDh/zhOqXFljycrp5RSCZ/HxUdT1BlSFAkCRTrtonQR5QYoUsZkcjzwHPCKKFfhRC37HOIfv7DrHmUXmTSjkt12Uqn4DbuJ+vZkBVWN7XpTp07lpZdeAmDXXXetOk4QBEEQhO5j1VVXBWrrmggraorF0lW3bNYYUbZa2lZbuS5qwAB0NmtMKc8zplUYkq7Czi+KMk2kwv8oUG4K0ln8TMoEOjU1oZr742f7mrTxoIhyNCkXlOej0QROGuW4aByUY6ZTYWc93PA5az6Fp3STRhSAYwyqlAvKSZhRVtck8zEr8MUXX0S6Zt999+3yv4sgCIKw/BBDSlhh2WqrrYD/n703j7erKu//P2vtM90MQEgQlTEomsscwhDEfotS7bdq0e+rZbCVIQGKU5kiIYaqgJUxgYIDoiZBFAvavtpa+L2kFIdaRJCbMARuEJlBpiSQ3OEMe++1fn+s9ey99jp7n3Nuhpvpeb9eO+fcfdYez8lZn/N5nvUsYGhoCC+99BL23nvvtjbku5TLRrORXiuV0scwzDecAKPXqK2bPeVmTrneTrYwuoAQJbS0RC1oQEiBSi2A0BEQWSdLiyQHXUYRBOwUM1qls9Akx/VMJDdN3U3DDwKb855jRgFds6NuvvlmaK2x33774YMf/GDHtgzDMAzDbBpcXfPUU0/hve99b3FjN/2bIB2glDGiqO9vNtM2EyYYo6rZNG2iKNUJGoCy2U1KZ4NcdhKWIJAIZIAoKENNmATZNwnlas3UimqVbWa3hK4EgBaQQQDpx8CEAMqBuQTvJWlHBSZ/B87QvTwzCsgG5nK46aaboLXG1KlTWdcwDMNsY7AhxWy17LXXXth5552xbt06/O///i/+5m/+pq2NayBRzU6qE06Fzt1anj5uPSnXsMobzuebU8mxA4lSrQYpIsggNNlRlG7fagCBRFApmZMIQ+tq2elmlLaZUd7B3ewnt1K7EOkcydJJDSNoKF8B9XodS5YsAQB85jOf6RydZRiGYRhmk7HXXnth2rRpWL16NQYGBvINKUrNFsL06e6sKxRlo1n6Wq3UrLFD84TW0LSOiqdrmO3cYJiUELbuU+oapaKqtPNOULU+xLU+BDJAoGCG88WAUhrKjK0DYgWp4yQDSkpAS+swIVsyQSbD86zXZofoJQ3IgHMzvbtkRyml8K1vfQsA8OlPf5p1DcMwzDYGf2szWy1CCBx99NEAgIGBgYI2qWahWZHdoCLV+qbyS/7kc/TcnZHPrTFVfG7mUUpTWzQoCZRrAUSliqRgQrkKUakhoHBguWwa1/pM6nsQQJQDiHIpLVba12emb5440aTaUzFzmobG7lsEMr1ggly5DvzkJz/B2rVrUa1WMWfOnI5tGYZhGIbZdAghMGvWLADFuiYDTVpChgz18+7MuyR4aBZeYcoAgGbzpTTsSgWoVE1l8XLJOEEZTUTZSAEwZQoweTJkrYpSSZohdhIoVQWCSoBSrYxKtYJKOUC1VkK5VkKpJIz+KpUgA2mKk5O/RDKmZKWMBMr2MckAp2vzs6G6zEj43HPPYe3atQCA888/v9e3gmEYhtlKYEOK2ao54ogjAAAPPvhgYRsKhpE+c5OG/AnoSNPlZX47k9EAyB/i524rZXq8ckUgKCFNfy9XICplyIkTjAEVlGDmPA6MKqtWIKoVCDKbymWzs3LZuSA7M1+pnBY1LznmlXsRdDIdCMMQV155JQDglFNOwdSpUzu2ZxiGYRhm00KGVCddk8GdURfImlLlsglguRlR1pgSUkKU7HYkFyjLOoNNW5LSDPfbdRoweackGCaESA2kQEBO6EMwoQZZEmbonRCALEGXq9DVCSY7SwogAIQ1oGhInxTG7yoF1jRzJ2fJy/B2NVEBP/7xjwEA73znOzFt2rTe7inDMAyz1cCGFLNVc9xxxwEA7rvvPjzzzDO5bdyspnLZaDHflCL/xi3DlJcxpVQ67A9IC5pT9jwVOqdyC6ShSiVb+8CeT1ASkGUrsiZNBiZNMtlPfX0QfTXICRMgJk4CdtoZ2GknYKJ9vVo1M9v09aUZUu6SJ87cWfc6sGTJEqxatQpBEODiiy8e0/vAMAzDMMzG04uuaQs49fWlQ/ZoHRlVQpjXJ0xIBQ4ZUxUTHEO54mRZ0eQnxgwS1YrRKFOmGE0ycYIt6uRF8cplBH1VlKvSLLUSymWBUhkIqhJBrYKgVkapr4qgr4qgUkFQLiMoByiVA5QrAYJKCcINrFldIwLZHih0M8M6cNdddwEA/vIv/7LHd4BhGIbZmhBadxqYxDBbFqUU3v3ud+PZZ5/F/PnzcfXVVxe0S4fdAUC9bsopxHE68x5gSii49aTIcKJ9uOuBNHhH2eT0N+koGgpYLgMCGkI7O/GJIogo7FSXsycy21PWFJ1cAY1GA5MmTUIcx5g7d25SR4phGIZhmPGjV13TlqIdhsDoqFnvChlX6NASRWnaN0XVtIbW2tSQEjCGk43Uaa2hS+XU+JI2QzswU+SJoEBf0PE2sm5TJjjoz67XZdbg/fffH1pr3HPPPfizP/uzjToPhmEYZvzhDClmq0ZKic985jMATIZPo9EoaJfVQ319afDQDbJRUC5IdVji6biJSNVq+wg6MqyqVbN/qldFyUlCilxRlkySVylB9FU3WrglO6UT9NO8cvjGN76BOI5RrVZx0003bfzxGYZhGIYZM73qmrZ+nYbnURSMtIQrdChqVq2ajKlJk0wW9k47ATvvDLHLLhC7ToGYMgVi553M/vr6gF2mmAypWg2oVCEmToCYULOlBXLmP6JzqNXStPSNILlUP6W9i7ahWYOnT5/Os+sxDMNso7AhxWz1zJkzB9VqFWvWrMFPfvKTwna+drEj5JLhe6TXyESqVrPFzjvtt1Ixem7XXc0+qVRUYkbRTMVSmEVk9VQa+bO1nqqVDRJwSTHzWi0Vo10uoNVqJbWjPv/5z6PSpUAowzAMwzCbj151TVvfXiqlNaNI3JAGcIWOrwsSkZIdCigmToCYNhVyys6QEydATJwIsfNkUzogKJmF9kuip63epSOIgsCZsa83BA0hrFSyQwS7mFHurMGf/exneXY9hmGYbRQessdsE5x++um49dZbMWPGDKxYsQK1Wi23ndbZIXqAyWxqNNLsdWpDr1Fbt1aUO/uwOzSPoGLmuXrJHQfYDa0BRWn1OjslM2BqPYh0vGBb2jy5Xh249dZbcfrppyMIArz22mtczJxhGIZhtjC96hoA7cP3lEprENDwPXd4nrud+zcZVWQweTP1KlkqNoK01Sm9kBkq6OkaAaNrhDC1o/KGA/aQHUXaplqt4uWXX2ZtwzAMs43ChhSzTTA4OIjDDjsMrVYLCxYsSDJ+8sgzpdySCm5ZBXrNJZktWbYnMbkz63X8nzMWU6pH2rRZD2ZUo9HAzJkzsWrVKpx22mn4/ve/v0nPiWEYhmGYsTMWXZMrOEhn5NWL8rchveAWxnSx2VZFswsn+IbXRlCYBNWDGeVqm9NPPx233HLLJjknhmEYZvxhQ4rZZrjiiitwySWXQEqJ+++/H0cddVRhW9JpvidEZhVlSLniq1OGONWaopJN7v46nkRXddcbG2JGAcCCBQtw9dVXo1wu45FHHkF/f/9GnwvDMAzDMBvPWHQNgM7GlFO8vM2MyhM3rknl6ImusmUTBNxyTylvWGEBpG0qlQoefvhh1jYMwzDbMGxIMdsMURRh9uzZGBgYQH9/P5YvX945xR35GexAKrjy9JuridzSDEX+T9f/QRsp3tq0WQ/RQwB44IEH8L73vQ9KKVxxxRX44he/uMHnwDAMwzDMpmVDdE2h6HDFTCdjyhU4tL5gVx3PwR+K1yO5nlOPugZgbcMwDLO9wYYUs02xcuVKzJo1C61WC3Pnzk0KWnajyJjqRG5R8gJ6MqU2IFsqc9wes6KAbDr7EUccgfvvvx+lUs5MOQzDMAzDbDE2VNdsdPZ1F2GTN/Ivt9EYjKk2PTWGrCiAtQ3DMMz2CE9JwWxTHHTQQfja174GAFi6dCnmzZvX03Y05I4mpsnMjOcFDGniml5m4CO66il351J0nYUm2V9mu97/u372s5/FqlWrUKlUcMstt7BgYxiGYZitkA3VNWMxctq26WG7npoKAcicWf067csfKjiGa2BtwzAMs/3BhhSzzTFv3jyce+65AIDrrrsOX/jCF3reNs90cpe82ZLHQk86T0gj4OhgUhqTSgoIaWadyZhQYzyZefPmYdmyZQBMfYoDDzxwwy6GYRiGYZjNzsbomtzoWtGyAfSULe4Hz5yZgd2lLSI4BljbMAzDbJ/wkD1mm0QphbPPPhtLly4FAMydOxff/OY3u9deGGd6/d+1oQaYz7x583DdddcBAM477zxcf/31EJtq5wzDMAzDbBa2FV0D9KZtNqX0YG3DMAyz/cKGFLPNopTCBRdcgBtvvBEA0N/fj1tuuaX7LDXbIY1GA5/97GeT6OHcuXPx3e9+F3IMw/wYhmEYhtlysK7JwtqGYRhm+4e/0ZltFikl/umf/gnXXnstyuUyBgcHccwxx2DBggVoNBqb9dhbk4/7wAMP4PDDD08E23nnnceCjWEYhmG2MVjXpLC2YRiG2THgb3Vmm0YIgS984QtYvnw5jjjiCCilcPXVV2PmzJm49dZbN7mAU0phYGAAf/M3f4MHH3xwk+57rDQaDVx88cV43/veh8HBQVQqFSxatAjXX389CzaGYRiG2QbZUrrmb//2b7e4rgFY2zAMw+xo8JA9ZrshiiJce+21uPTSS9FqtQAAU6dOxZlnnolzzjkH++233wbve82aNfjxj3+ML3/5y1i9ejUAE8m86KKLcOmll45rjYdGo4Ef//jHuPLKK7Fq1SoAwBFHHIFly5bhoIMOGrfzYBiGYRhm87G5dc0dd9yBr3zlK1tc1wCsbRiGYXZU2JBitjsGBwdx9dVX4/bbb0ez2QRgIo7HHnssjjzySMyaNQuzZs3Ce97zntxom1IKzz33HH73u9/hgQcewO9+9zvcd999mXT2CRMmYHR0FAAwY8YMfPGLX8RJJ520WQXcM888g29/+9tYunQp1qxZAwCoVCq49NJLcdFFF/H0xwzDMAyzHbK96hqAtQ3DMMyODhtSzHbLmjVrsGzZMtx000145pln2l6fNGkS9t57b/T19aFSqaDVaqFer+OFF17A8PBwW/tddtkFJ510Ev7xH/8RU6ZM2WxRS8CIx6effhoPPvggBgYG2sRjtVrFKaecgosvvhj9/f0bdSyGYRiGYbZ+NoeuOfHEE/G1r31ts+sawGib3//+9xgYGGBtwzAMwwBgQ4rZAVBK4ec//zl++ctfJiLojTfe6LrdzjvvjJkzZ+J973sfPvCBD+CDH/xgW+RxU0Utn3zySTz11FN49NFH8dvf/hbPP/98rnjcb7/98JnPfAZz5szB1KlTN/COMAzDMAyzrbKhumannXbCzJkzceyxx25WXfOHP/wBv//97/H73/8eTz31FB566CGMjo4WGmOsbRiGYXZc2JBidji01njppZewfPlyvP7662g0Gmg2m6hWq6jVanjb296Gww8/HHvuuSeEED3tc1NHLYlp06bhiCOOwKxZs3DcccflikeGYRiGYXZctiVdAwC77bZbYmyxtmEYhtmxYUOKYTYhGxq1nDRpEvbYYw/ss88+OPDAA/Enf/InOOKII8YkHhmGYRiGYTYlG6Nr9tprL7zzne/EjBkzcPDBB+Ptb3/7mI0xhmEYZvuGDSmG2YxsjqglwzAMwzDMloB1DcMwDLMpYUOKYRiGYRiGYRiGYRiGGVd4wDbDMAzDMAzDMAzDMAwzrrAhxTAMwzAMwzAMwzAMw4wrbEgxDMMwDMMwDMMwDMMw4wobUgzDMAzDMAzDMAzDMMy4woYUwzAMwzAMwzAMwzAMM66wIcUwDMMwDMMwDMMwDMOMK2xIMQzDMAzDMAzDMAzDMOMKG1IMwzAMwzAMwzAMwzDMuMKGFMMwDMMwDMMwDMMwDDOusCHFMAzDMAzDMAzDMAzDjCtsSDEMwzAMwzAMwzAMwzDjChtSDMMwDMMwDMMwDMMwzLjChhTDMAzDMAzDMAzDMAwzrrAhxTAMwzAMwzAMwzAMw4wrbEgxDMMwDMMwDMMwDMMw4wobUgzDMAzDMAzDMAzDMMy4woYUwzAMwzAMwzAMwzAMM66wIcUwDMMwDMMwDMMwDMOMK2xIMQzDMAzDMAzDMAzDMOMKG1IMwzAMwzAMwzAMwzDMuMKGFMMwDMMwDMMwDMMwDDOusCHFMAzDMAzDMAzDMAzDjCtsSDEMwzAMwzAMwzAMwzDjChtSDMMwDMMwDMMwDMMwzLjChhTDMAzDMAzDMAzDMAwzrrAhxTAMwzAMwzAMwzAMw4wrbEgxDMMwDMMwDMMwDMMw4wobUgzDMAzDMAzDMAzDMMy4woYUwzAMwzAMwzAMwzAMM66wIcUwDMMwDMMwDMMwDMOMK2xIMQzDMAzDMAzDMAzDMOMKG1IMwzAMwzAMwzAMwzDMuMKGFMMwDMMwDMMwDMMwDDOusCHFMAzDMAzDMAzDMAzDjCtsSDEMwzAMwzAMwzAMwzDjChtSDMMwDMMwDMMwDMMwzLjChhTDMAzDMAzDMAzDMAwzrrAhxTAMwzAMwzAMwzAMw4wrbEgxDMMwDMMwDMMwDMMw4wobUgzDMAzDMAzDMAzDMMy4woYUwzAMwzAMwzAMwzAMM66wIcUwDMMwDMMwDMMwDMOMK2xIMQzDMAzDMAzDMAzDMOMKG1IMwzAMwzAMwzAMwzDMuMKGFMMwDMMwDMMwDMMwDDOusCHFMAzDMAzDMAzDMAzDjCtsSDEMwzAMwzAMwzAMwzDjChtSDMMwDMMwDMMwDMMwzLjChhTDMAzDMAzDMAzDMAwzrrAhxTAMwzAMwzAMwzAMw4wrbEgxDMMwDMMwDMMwDMMw4wobUgzDMAzDMAzDMAzDMMy4woYUwzAMwzAMwzAMwzAMM66wIcUwDMMwDMMwDMMwDMOMK2xIMQzDMAzDMAzDMAzDMOMKG1IMwzAMwzAMwzAMwzDMuMKGFMMwDMMwDMMwDMMwDDOusCHFMAzDMAzDMAzDMAzDjCtsSDEMwzAMwzAMwzAMwzDjChtSDMMwDMMwDMMwDMMwzLjChhTDMAzDMAzDMAzDMAwzrpS29AkwzFjQWuPFF1/EihUr8Nprr6HRaKDVaqFSqaBWq2H33XfHzJkzsddee0EIsaVPl2EYhmEYpiOsbRiGYZgdFTakmK0apRTuvfde/PKXv8TAwAAGBgawevXqrttNmTIFRx55JI444ggcd9xxOP744yElJwQyDMMwDLNl2VBts+uuu+LII4/ErFmzWNswDMMw2wVCa6239EkwjM/q1auxbNkyfPvb38YzzzzT9vrkyZOx9957o6+vD5VKBa1WC/V6Hc8//zyGh4fb2u+00074xCc+gQsuuACHHnooRxgZhmEYhhlXNrW2mTJlCs455xxceOGF2G233cbjEhiGYRhmk8KGFLNVMTg4iKuuugp33HEHms0mAEAIgWOPPRZHHXUUZs2ahVmzZmH//ffPjQoqpfCHP/wBDz30EAYGBvDggw/ivvvug/sxr1QqOPLII/Gnf/qnHGFkGIZhGGazsim0zdNPP43f/e53hdrm7W9/O0444QT89V//NesahmEYZpuBDSlmqyCKIlxzzTW47LLL0Gq1AABTp07FWWedhXPOOQfTp0/f4H2/8cYb+MEPfoAbb7wRzz//fNvr++23Hz796U9jzpw5mDZt2gYfh2EYhmEYhtic2ub111/HN77xDXzrW9/CmjVrMq9Nnz4dn/nMZ1jXMAzDMFs9bEgxW5yVK1fijDPOwMDAAABgxowZWLhwIU488UTUarVNdhytNYaGhvA///M/+MUvftEWYaxWqzj55JOxYMEC9Pf3b7LjMr3BRV0ZhmGY7YXx1DYvvPACbr/9dtx5552sa7YiWNcwDMN0hw0pZouhtcbixYuxcOFChGEIKSXmz5+Pr3zlK5tUrHXimWeewc0334wlS5YkEcZKpYJLL70UF110EUolrvu/uaCirr/4xS/wm9/8BitWrMD69eu7bjdt2rRkeAMPuWQYhmG2Jra0tmFds+Vwdc19992HFStWYGhoqOt2rGsYhtmRYUOK2SIopXD++efj61//OgCgv78ft9xyC4466qgtcj6NRgM/+clPcMUVV2DVqlUAgCOOOALLli3DQQcdtEXOaXvl9ddfxyWXXIJ/+Zd/wVtvvdX2+liLuvKQS4ZhGGZrYGvSNqxrxg/WNQzDMBsOG1LMuKOUwtlnn42lS5cCAObOnYtvfvOb45YV1YlGo4FLL70U1157LZRSqFQq+NrXvoZ58+ZxOvVGct999+HTn/40Vq5cmaxzi7rOnj0bRxxxBPbZZ5/Coq5PPfVUMkW2P+QyCAJ84AMfwD/90z/hwAMPHLfrYhiGYRilFM466ywsW7YMwNajbVjXbD5+85vf4O///u+xfPnyZJ2ra44++mgceeSRrGsYhmE6oRlmHFFK6XPPPVcD0AD0vHnzNnRHxcsm4Le//a3u7+9PzvPcc8/VcRxvkn3vKMRxrP/rv/5Ln3XWWXry5MnJvQSgp02bpm+66Sa9evXqjTrG008/refPn6+nTp2a2f///b//V7/yyiub6EoYhmEYphillP77v//7jdI2nWTNppA2rGs2DXEc65tvvlnvvvvurGsYhmE2AWxIMePKtddeu2GCrUihxXH7sokUXL1e13Pnzk3Od+7cuSzeeuCNN97Q11xzjd5vv/0yYgqAnj17tn744Ye12kTGIdFqtfTPfvazjNgWQui//Mu/1E888cQmPRbDMAzDuFxzzTUbpG16lTWbStqwrtlw3njjDX3llVfqnXbaqU3XDAwMbPL7yLqGYZgdBR6yx4wbK1euxMyZMxFFEebOnYslS5Z038j/eGoNxHH2Na3T50KkCwBImT53U9PHkKY+b948XHfddQCA8847D9dffz2nuecwODiIq666CnfccQeazSaANHX9L//yL3HWWWdhypQpm/XeKaVw99134/TTT8cbb7wBwKS8X3755Zg/fz4Xc2UYhmE2KY899hgOO+wwKKV61jautCEJk6fGXWnjQqO/NlDWsK4ZA6RtfvSjHyGKIgBG23zqU5/CFVdcgT322IN1DcMwzEbAhhQzLkRRhNmzZ2NgYAAHHHAABgYGutdVcD+aSpnFV21FKo6QMjWlXHOK6FFEuOJt0aJFmDdvXk/b7QhEUYRrrrkGl112GVqtFgBg6tSpOOuss3DOOedg+vTp435OSinceeeduPjii5NirrNmzcItt9zCxVwZhmGYTUIURZg+fTpeeuklHHDAAXj44YdRLpcL2/uyppMJ5f5dJF1I2vj0Im1Y13SGtM2ll16KMAwBGG1z9tlnY8GCBdh5553H9XxY1zAMs73ChhQzLlxxxRW45JJLIKXE/fff33nGmTwjSqns63nGVCeCwCxCmEefHtTb3LlzsWzZMlQqFQwMDLAAgMl6O+OMMzAwMAAAmDFjBhYuXIgTTzxxixdyBYAwDPGlL30pKeZaLpdxxRVXcDFXhmEYZqM577zzcOONN0JKiaeeegr77bdfYVuSKXlGlPuav87HTQCnvzc03ka6plwuY/ny5axrLEXa5qSTTkK1Wt2i58a6hmGY7Q02pJjNzuDgIA455BBEUYQFCxbgyiuvLG7sD8OL4+w6IFVseQqOyOuUSbGVy/mmVNF2lkajgcMPPxyDg4OYNWsWfvvb3+6wqdJaayxevBgLFy5EGIaQUmL+/Pn4yle+smmMqLyvpY0QWg888ADmzJmDwcFBAMC5556L66+/PnfWG4ZhGIbpxmOPPYZDDz0UWmtcd911uOCCCwrbunG0vFiaL2v850VQhQJKBh9rtpSra/bYYw/84Q9/2CqCSVuKzaptWNcwDMPkwoYUs9k5/fTTceutt2LGjBlYsWJF507dN6J8g0rrrHKjv/PauvWk/KF7QQBUKvnn0EEgPPjggzjmmGOglMK5556LG264YQPuyLaNUgrnn38+vv71rwMA+vv7ccstt3TOeuuAedt6+xrKvDNjFHKNRgOf+9znsHTpUgAmMvzd736XxRvDMAwzZg4//HCsWLECBxxwAB577LHCvqSTGZX3Wq+q3K8fRTJnrEngjz76KGbOnAmlFPbYYw/87Gc/2yEzpTaptulWTsJlQwuBgXUNwzDbB/yNxWxWVq9ejX/+538GACxcuHDsZpRrOsVx+hhFQBgCrZZ5pL/pObVx2zWb5pG2aTZ7K+DgcNRRR2H+/PkAgBtvvBEXXXQRdiRPVymFs88+OxFsc+fOxfLly8cs2Mzbqu2908667Fvueo1aA8ouGmb7ngUfgFqthiVLluDCCy8EACxduhQXXnjhDvX+MQzDMBvPb37zG6xYsQIA8MMf/nCDzChX1lBf16lUZl4f6f4dx6n0yTuPIg455BDceeedkFLi5ZdfxuGHH45FixbtUH3jptI2mTeG/nYWnSzOaqXNYp+zrmEYZkeDM6SYzcq1116L+fPnY+rUqXj55ZeLx977qqrInchb3H0UPbrZUkIApZIZulcuA7XamIovKKVwwgkn4K677gKw46RJa61x6qmn4rbbbgNgCqIuWrRojPtInuUGEDt9G7mTJ7rr7LMNnmGIi7kyDMMwY2HWrFlYvnw5Zs+ejd/85jeFtXuKDCZXvrivCzEmPyLZHsjWlCqqTNCpn3zkkUfwyU9+cocbArYptE0mex+95ny75GdJCblhM0KzrmEYZluCDSlms6GUwvTp0/HCCy9g/vz5uPrqqzs1zh+qR39T6M83oty2tN6vO+UqPb/YQrVqDKmJE8dkSsVxjL/7u79L0qTPOOMMLFmyZLsVbq+++iqOO+44PPnkkwDGLtjyjKheamW46/2sdndxXunZmOIi9QzDMMxYef3117H77rsDAAYGBnD44YfntiOZ4sfNXInivtbJjOpFqfvGVK3WXlOqW/+4ow0B2yht442z1O5673ne+ycE8ot+mVczUymyrmEYZntm++xhmK2Ce++9Fy+88AKEEPjMZz5T3NBVbW6vTQYUDb0jU4rUnGtANZvpkDy3rZsHH8fpUL1GwyxDQ8Cbb5rFH8LXQQEGQZBJk77llltw+umnb3dp0oODg/j4xz+Od77znYlg+4d/+IeeBVtWr+ncYXgFme252VNuW9eb9A2vXvjWt76F/v5+tFotzJkzB1HeOAeGYRiGcbjkkksAANOmTcNhhx2W28ZP1KbneWYUmQ15fVd2aLuGsIv5W2UWKTSkMMO/VKxRr2u0WtnOtFv/uKMMARscHMQJJ5yAd7zjHYm2ueSSS3rTNjniRXviJTMMr4PJqGNlFuU30oBOA6+d9uPCuoZhmG0RNqSYzcYvfvELAMCxxx6Lfffdt3Nj321w60X5mVHkRkRRWhPKNZ/8fRblzLu1qIaHgbVrzWOrlT9zXw6LFy9O0qJ/+MMf4oQTTtguhFsURfja176Ggw8+GD/96U+htcZuu+2GX//617j88su7bt9+u3WbEVXUdiz79t9iu7anfdZqNdxyyy2QUuKhhx7Ctdde2/tJMAzDMDscSin85Cc/AQBcfvnlHWtH+Y9uH+iaUe3Bl9TgEEBmsS0goCGBzJKYVja5Riug1QSaLSCOHLOkh/528eLFiSl1ww03YPHixd032gZwtc1//ud/AkCibb761a9234H3xqaGIVIjKs9Y7LZonW9MaWVadMi0cmFdwzDMtggbUsxm47/+678AAEcffXRxIz87yk99yTOjtE6Ll+eZTUBxmo2Pb0yNjKSmVBia17qwaNGiJGJ655134tRTT4Xq0dDaGlm5ciVmz56Nf/iHf0Acx5gxYwb+4z/+A6+++ire//73F9bKIPLeiqIprZMCnt3Sozocx//YmPW9ibejjjoKF110EQDg0ksvTWpnMAzDMIzPvffei3Xr1kEIgZNOOqljW7//8fvBdjPKmBtZ8yn7OqAhtFlsJ5oswi7QMQRSbRQ6c7nknlgBixcvxpw5cwAA8+fPx6OPPtrTdlsrK1euxNFHH71h2saPhAHQjv50jai0cHm69KJryJhSvjFFGXI9mlKsaxiG2dZgQ4rZLGit8cQTTwAA/vzP/7xb4/yUmaLMqDAsGq/Vni7jmxxFhdHJlKLZ+EZGUtMriroqgK9+9auJKXXbbbdh7ty525wppbXGokWLcPjhh2NgYABSSixYsACPPvooTjjhhJ5qSOSbUU7GkiPeejILdc6MNN7bmZcx5X8kOnHppZdixowZaLVaneucMQzDMDs0bub31KlTc9v4xhPJGfc134wypkWPRpQzdM/PoBKgjCkNKZQZ3qeNwRFb+eT2xd24+eab0d/fD601jjnmGDSbza7bbG2Qtpk5cyaWL18+dm2Tc5+08yab+6mg7ZKfA+XsqweDymSV+6/3bkqxrmEYZluCDSlms/Diiy+iXq8DAA499NDuG/iGUZ4ZRaZRnhHl7sNPl+nW+bv7pqXVAur19HhdTCkhBP7xH/8xGb73/e9/HxdccAG2leF7Simcd955uOiiixCGIfr7+3H//ffjyiuvRLlc7mkfedHgONZt4reXW9Iu4zxRl3Pc9mmze7v3tVoNX/ziFwEAt99+O9asWdPTdgzDMMyOxX333QfAZKF0Ii/GVhQooawoIjtpBw3P0+a5MEPy2p2rdhNECg0BBQmTQRWHMeJIIYp0WpWgSz9ZLpfx3//935BSYnR0FNOnT0fcQ+b41oKrbaIoGru28e4PGUVaAzqOoZQ1orrvCK6OSRPcOtSaco6VvqjdlwthXcMwzLYEG1LMZmH58uUAgMmTJ2O33XbLb+Q6CUTe8DxyGVyTKs+M8l8v2javLhUtNHSPCqWPjqY1pXrIlFq0aFFSd+HGG28c+9TBWwClFM4++2x8/etfB2BmaVm+fHlXwe2Sl6SWJ3iVzo0Zwl2riyKLmXb5x3cf/US5Tpx00knYdddd0Ww2sWzZss6NGYZhmB0OrTVWrFgBoEspgsw27Zm82ZFhqRnVPmus2UgUBWQEAFEcrAGcSdy0hrAGSBxrxJEzLKxLB/nOd74zue5XXnkFhx122DaRAb7R2kZn1YiyxeK1VtAqhltxoGh7NytcK2MwmXvn6RxbwLxtfzZLXLmmlO7t3rOuYRhmW4ENKWazsGrVKgDA3nvv3bXmUII/DsufJa+o53fNoqJaVLQ/35hyt3GLpNOwwDA0s/HRzH09mFLbUt0FrTUuuOCCZIrnefPmYcmSJajVaj1u70T4VDoUT8UKUBGgYqAwhT2GhoKGeb1QVtuaGOlsQtp5zJ5Lck6J19l7NPHMM88EANx0003bhNhmGIZhxo8XX3wRQ0NDAIAjjzwyt01eP5MXP7PPAJ1nRNFrJiMqd1ye0NaMgl/xPD2IXaRwjC1llii25kpXV8VwyCGH4K677gJgajFt7RO4bKy2UcreKldGKqtBlEJb7XGrhZSrheC8DcgqlkyNqWSlSvRS2721plTmswPWNQzDbB+wIcVsFp5++mkAZlrkQvLSWvzhdkB+1hO1J6MoLx/erz3lbu/WjArDbJH0MDSZUaOjxoyihbbpIV39O9/5Dvr7+wEY4bq11l1YvHgxbrzxRgBGsPWc0ZVE/BSSKamtmFJKWSNKZxallG1vFvP2GAEXJ0JO2UKhtJARRfvXzmu+0VXsV/bCOeecAyEEnnnmGfz85z/vbSOGYRhmh4CyhCZPnox99tmnY9ui7NzUeLL1n3LidULA1IcSRW6Ds943qbQCtA0GxVGySBUBscn+1lEMhDGiWNmMH/RkSn3kIx/BNddcAwC466678LGPfWyrNaU2RNu4CfVUu9LJjwKZhEliGS2esZRskWNEFR04a0yRnslmTyX7drOlusC6hmGYbQE2pJjNwptvvgkA2HPPPTs39E0n30ByH/0xWHlZU35b38CKY2NCufWiaJheGGZn16N19XpqUNG6LqZUqVTC//7v/0JKiVarhd133x1RFG3IrdxsrFy5EgsXLgRgUtl7MqOc1PNULKX3XCtlxK6bqq4VlIqhVQzoGDqOc6Y2NqIrNavsElOKOzIGlqmrYI+XhA3N4hZBp133Ykq9613vwrHHHgsA+Jd/+Zee7yPDMAyz/fPaa68BMJnfvUzyARRnRxUaUQJOsCV3j+2r4hiISJu0jAmlIwCxWWxgR2gFoSIIZbLFVSuCiqJsplQXLrroIvzDP/wDAOD/+//+P5x44olbXebNypUrsWDBAgC9aRs/Od+uRXKvdVr2Qcc5JSF8wdFl8etGJZs7xlRqdjnno9MTTM2yzm8b6xqGYbYF2JBiNgsUNQuCoLiRr8iKOndf7OSrh84z75ER5c7QlycW3DpSZFDRts2mMaeaTfN3F/G26667JjMNrlu3DrvssgtWrlzZcZvxIooinHHGGQjDEAcccAC++c1vdt7AEVKgSJ7WaU67u84xorST1eQO6YO2WVRxjEwhhowSo2Mj9zWzawWtYyPi2qZdbhdt3fT2Rz/6UQDAv/3bv43thjIMwzDbNY1GAwDQ19fX8zZ+XAygQuVZEjmk3c6vbW/ZHcYxELaMCRW1TAaUG2RzSxCETSBqmnbNpjWwIqiWaadjG9zpwVy6/PLLk1mF//Vf/xXvec978Pjjj/d8TzYnURThpJNOQhzHPWkbV/rZNQBcfajShkA2i8kzociscs0mO0ISsfOYmk3ZAFo6NNAZ8keHTj5AVGezJ/8QAOsahmG2ftiQYjYLVDeqa+QsL0zoZk25z93X/f0WFTt3DaZuvXeb0AuzZhQJOyp23mx23ed73/te/M///A8AYGRkBAcffDCuuOKKLZ4tdfXVV2NgYABSSixbtqxzXQUSYolAajcEtb1vKjZ/q0xpcndGH7soDcT0nvU6Y0+OUCdzSqvUlFLpOeVlS3Xib//2bwEAr7/+Ol599dUez4thGIbZ3mm1WgCASqXSU/t2Iyr7Wt56MzQsb2fU31qTJLYmU9g0plQUWZOpCTRHgPoI0LCP9WGgPgo060DYMAZW2ASadahGE6rZhG40oVthvo7yoFmFv/zlLwMwJRq2Bm2jtcbHPvYxDA4OdtU2bdlJZm0mCynRG1bA5BaBtxqDhuclw/ScbCe38iUAWzlTW52kbR1N5e7S1KOKs6aUa0yRDutlyCTrGoZhtnbYkGI2C1OmTAFgioB2hdSYrw58MyoTQtLZ1/OyqNwaUf5selQPyp1VL+91mmGPjKhmM30+MtJTptSf/Mmf4Nlnn8WMGTMAAJdccglmz569xbKlHn/88URIzp8/v/OMM957okl5OQXhNd27OIbSMWIVJ7WgtB1256ipdL/mib3nVPy8F3LudxpGTIyp9BJ0roeZx5577pnUPfvkJz/Z4/kwDMMw2ztkRJExtSH42VEZMypPSyRZOkn0xRhPzYYxokKT6YRmA2jUgXoDaEZAFAMRBeSslqnbLO/6SJolFbegGg3oeh1o1KHrjVT3dOGyyy7D7373O8yYMQNa6y2qbZRSOPXUU3H33XcDMDMeF2mbIjPK1Lhsf901nFx9qpVO17v7hzMFS6J7KDyn29qmykhl/oLWqdxFqmX8i+mW/c26hmGYrR02pJjNwrve9S4AwOrVq3vbIM+M8nvZvF63aB0ZTXlGVSdTy29PplQUpWYUmVDNJjA8bNZ1Yd9998Wjjz6Kiy++GFJKDAwMYObMmVi0aFFPEa5NhVIKH//4x6GUwowZM3D55ZcXN84YUTDFxvPqfNG+294K7YkxWq1y1tH7vRGmFFJlSBlb2vk77yPlI4TAD3/4QwDAL3/5y61mGALDMAyzZaFsm3q9vkn2154gnqNXnGLaiGNjOjVG04LlUQi0msZ0Cu3ELLQ+svWk4jDdF7krYcuYWM0QUDF0HEE3WtD1xphMqSOOOGKLaxulFM466yzcdtttAEzQ7/zzzy9s3y4zXTPKmf3OZir5V6EKjCgA3vy/jonY5Vak73TWwIKK2w2yJODmB/jyEUIk94Z1DcMwWyNsSDGbBcoGeuGFF3oXJb5KyFvnG1SUqUPQED1/vW9E5R3X3UfeEME4zg7dI+NreNis60K5XMZVV12F3/zmN+jv70cURbjoootw3nnnbdaioEop3HPPPVi4cCH23nvvZAbEH/7whyiXy123TzKOaPa7JJvJppsnqemuFMuJ5CWzxXiCKz3QpjOltBGNWVOquyEFAB/60IeSGRIvuOCCHs+FYRiG2Z7ZfffdARhd06nPToqTI78qQe76XF3idF5RCDRHjcmktTGfYsqEsppHxclMeknmcdJvh4Cys+8lj9rUj2qGQBRD6zgtU0CzDPeg37aEtnF1zfTp07Fs2TIAZka9f/zHf0zKRvi06QFbqNzUt+xQWxRAMotwm4Yxi3ILX7btS6GXaffSl7W3NnveyLTL1tDMg3UNwzBbM0JvrXO2Mts0L7zwQjIt8muvvYa3ve1t7Y3c7KQwNOLHnfmOjCH3OW0Tx+0z3ZFpRGLMPU6eKHI/+o54yfyHoJl0ZABIAZRKQBBAlMvAhAlAtWrWlUrApElADwYPADSbTXz2s5/F0qVLAQBz5szB9773vZ5n7umF1atXY9myZfj2t7+NZ555JvPal770pd6yo5IoIUVW03uu4Yo7ldRPAJAZMtdmLorkH/u3aP9byGIln6GtNGz6KAAp018GQghIKSCEeVs77f5nP/sZ/uIv/gJBEOC1117D1KlTezgXhmEYZnvF1TWrVq3Ce9/73tx21H22y5H2YubpRk5Ah8wobc2kODI1n2Jlay9G5pG0kd03aAa4vDpUVF07sTys1hACQgqIoAxZq0JUSpAygAik0TmVCtDXl2qhLmxubdNJ18ybN6/jjHp+lpFO3J2iul32NashVdK+/V1U/k+pQoHhrJfFIsSoIrettCabSN4zuqWCWgtAdNgn6xqGYbZWOEOK2SzstddeyUw0jzzySH4jN4TohhTzyMua8l8nQ8rPmCqapS+zSucGrrRS1nihWeLMMXSrBT00BN1spQXQG42eMqUAoFqtYsmSJbjwwgsBAMuWLcMFF1ywSVLcBwcHcdppp2GPPfbA/Pnz8cwzz0AIgfe///248MILcf/99/dsRgE9mFFw2rs1pfLuvbuxGzn0p7nOFBbtRNs75l2Kcx0a8IucF3H88cdj1113RRzHSeSVYRiG2XHZa6+9klo8AwMDPW3TTdq04ZpRKrZZUK20dmMcmtpQoWNGKWUypXSMjLkSK6AVAk2amKVhakwNjwDr3gLWvQm8uRZ67Vpg7WrgjdeANW+a7KhWK9U09XpvRRix+bRNL7qmkxkFOEZUL2aUrwgz2fVOHpMuKCxeKDR0e5ucdu1ZUvS3atu9O+tep9vMuoZhmK0VNqSYzYIQAgceeCAAJEUmO0IpK1pnFVzRUD230Lk7HI/WAT0Nz/NNKO0tgDWltLamlLOEEfTQejM7TRQb8UbmVC+uB4DFixcnwu3GG2/E4sWLu26Th1IKP/vZz3DcccfhwAMPxA9+8AO0Wi1MnToVF198MZ5++mn8+te/xuLFizF79uxuO3PMqPb7r2m9iqFpSIAtAq+TCK5XIN7PWnMhg4qGFiQqa+NT/c2uUhFJH69ub0+5XMaZZ54JAPjWt761WYdUMgzDMFs/QgjMmjULQHdDakxGVCbY5phRlB2ltJM9btcl29ihenlGFNW8HB01k7CsWwe89Rawfj0wMgqMmELmoj4KDK0H1q6Ffv1VqJdfhn7lNdNueNiYWfV6e8CvA5tC22xKXeMaUbm1LZOGOtUhKtUuytWiFHxT5n50NNtyxYbOPCTtcluln420SZ4B1SFga3F1zU033cS6hmGYrQY2pJjNxoc+9CEAwAMPPNC5oZsh5Ss4cg9cigwqP4vKb+ObKkjjTQom5drNlErkiitCYncGuRg6jKFHRkwh0NG6EW9Uz4G27cLixYsxZ84cAGbWu7HMULN69Wpce+212GefffAXf/EX+NWvfgWtNWbMmIFbb70VL730Eq666ipMnz69tx22CRQSX0aU6SiCDkMgjkzmlDuTYWRrWjg1ppLFHXqgomKzyX/fehJMnaOQpuSDI+BU+rwT55xzDoQQePbZZ/Hzn/+8h/NgGIZhtmfIkHrwwQcL25CMkbLnkW4Wx4yCTvtKd5IWTaaQEwxyzYgwSjO2R0eB0RFjRo0MAw07s15ks65aDWNKjdg2o6PGqFr3lsmWeuUV4I9/BF57zbzWbKbBpTFqmwULFvSsbTa5rtE0W52nCekxE/h0DUGrFeL2LHsnzJVukzdhi3u8bvesQKfmNAQF2NIsqd4gXfPMM8+wrmEYZquBDSlms/GBD3wAAHDffffhueeey2/kKrdSqVi9+RlT7nPfkHIzqKidA0kGb5BYG2mx7pzjJhlAdnaasAUVRVD1RirsXFOqixC5+eab0d/fD601Zs+e3XUWn8HBQZx++ulJ+vpLL70EIQT+z//5P7jzzjuxcuVKnHrqqcmsQD2RY+LpKI0Q6jg2go6G5YU2Ahs7UULnviTGFIlrNypIMwHlzrjn1gvrVWZ1v7Re1rm8613vwrHHHgvAzEzDMAzD7Ngcd9xxAIyu8WsY+bjypiuJGeIYHLFKDSZqkxTfhjGnCKXt8LymMaFaNquJZswjI4mynYZGzNC9+ogxrxoN6NFRE1QbGYEeHoZet85kVa1ZA7z0EvDGG+nwvR5NKdI2cRzjpJNOQhRFhW1J1+y5556bVNe0m1GkFz2jKSn2Tlnxtpm3v45X7RpbeYvuQYF6plTyuWjLkiowpTq8L6xrGIbZGmFDitlsHH/88dhnn32gtcZNN93UubEQQBCYxc+UctVcJpJl8YubF3TGNqaYHY6Xsyibnu3uJTsVsCsW0rpSiCPoVguqFRnRNzKSDt/rcF6ASaW+6667IKXEyMgIpk2bhkcffbStXavVwty5c3HQQQfh1ltvzaSvv/DCC/jVr36Fj370owiCoPBY+TenPTNJt0IzNXSY1pLQzSZ0q2UEbhQl5pyymWOJ2CJzilL8dd4dR2FdhswMNZsgrVx7Aq+HtwQAcOSRRwLovV4IwzAMs/1y/PHHY/r06dBa4+abby5sRxImCLpPomFwTRKdDINP+lk/8JaZ5MUaTY2GeYxiYNjOktdqphlTQ8PGrGo2TJH0VjMxqESjYdo1G9D1OjQN8Vu92mRIrV4NrF1rnq9f330ovqVcLuP222+HlBKDg4P4/Oc/39aGdM3BBx+MW2+9Fc1mc9PpGvMk/ZuKwYekb5omW8zOXpjOuJcf7MzoQtpnUcSrSGBofy+dI2aZV4Vwdp2aUjktC2FdwzDM1gYbUsxmQ0qJz33ucwCAJUuWoNls5jd0lRupNzKmOrX3zak8s4pSrpEtXenGpzJLQcq0+7rWOo1tkUhRMXQUQ0NDhS3EoSl8jmYzTbV3zieP6dOn4+GHH4aUEqOjozjssMNw7bXXQmuN1atX48ILL8TEiROxbNkyKKXa0tf33HPPwn13xL1/NOVzs2lEqzWftDWd4C26FZr1dhhjYkK5jyT+aEag5H1S6TEztSlcY6qDqMteRP51ZdzH9s9FN9x6ITwhKcMwzI6NlBKf+cxnABhd02g0OrbvqY6UW7OIAjpOwCdpY55k+88oTvppUzMqBIaHTP8d2SzmRt3WuAzTPj6Kkln7hNJpX+0YTToxsoaA118HXnjBGFJvvmnWtVrFk5c4HHLIIbj44osBmIypj3/844mumTdvHiZNmoRly5YhjuNNp2vobsWm3icaTbM0G8aIilvp8MUwhG6FZpKaRKcASeY3SOepNoMqPZDOX/z2hdGwAmOq07XpNNjWa5ANYF3DMMzWh9D8bcRsRlavXo099tgDrVYLt956K0499dTixkqlkTyK1tGQMBJLrulB2/jPPZHgJ0YXSicSC0JAWxXpR6bMdLsynYJXCCAoQQQSKJeBoARUymb4oQggq2WIWs1Mn1wqGaON9lXAH//4R/zZn/0ZBgcHAQB9fX2ZIXxBEOCb3/wm5s6di3K5XHw/e8UpSg6tEwNNR7ZOFGx9La+QfJombp4oc3Lt+3evVYjiwhpCpq+bFXYdgKCX6xTeY/a5kAIyEHbqZFOgtpPvCZipvfv7+wGYKb/32muvHs6DYRiG2V5ZvXo19txzTzSbza66hjwJkjBaa7R1OSoGtK2vSNlRjaZZT1nWKjYGEg2DT3Yam2F5YdPMptdwio/TED36281qcowSKQSEhulyqX8MAkghIN30LimBiROB3XYDdt/dLNUqUKt1DiLCXPcnPvEJ/PSnPwUAlEqlzPC9zaJrwhAqUlBxajBBx9COCjQ1JfN+BgmrBZHUMm2zkPzrLfo51anCvXQ0U6aJMws1bPaAcLSTt78gCMxhIBwJlX9M1jUMw2xtcIYUs1mZNm0aTjnlFADAFVdcUZwlBaRmRKmUDuHr1OH70Sa/poHWuVlRudh9meLmIkmuyW+aLXxOUTStkT0HHUO1Quh6A6rZMlE6f3hhDu985zvx6KOPYu7cuQCQmFFTp07F4sWLMTIygnPOOWfDRJsfuUtS122ksNlM17m1o8gMTIqX2wwpVxjT65l7oNv/bsuIonNT2SU5X2yaYXsqPR33dnTiPe95DyZNmgQAWL58+UafA8MwDLNtM23aNJx88skAetA1SD2E/FpSxiQx2VGWMLTr3awoIFEwSf9tDadW02Y2N9K+lYJ7UWzqUNUbaca2k60sgLTuI9WM9GtEUqeplKkxtXq1qSn13HPm70aja00pIQT+/d//HTfccAMAJGbUJtE1zi2JYyBuxYjrLUStGHGkoGINpWJoHaVmFAXZtDb1t9yFzKso1Tt+9nxyUHrsJCZ84eGvTxY6vm4TLMo1tXKMpkSD9gDrGoZhtjbYkGI2OwsWLECpVMKqVau615IqlczS15etJ0VRuoIheW3P0V68PBEU3qKVSupGtRUKzUBDBWGMGtqvUzNJ22KY6UnY2kqtJnSzZYbx9VAMtFQqYcmSJZg3bx4+9alP4bnnnsMbb7yBCy+8ENVqtfM9zKMovTwM202pRNWZrCndtGLXzVoLQ+jIfe6k+rvDB9xIbV79izyBl4g8rx7VxuJM2Njr6D0pJfbee28AwOuvv77x58AwDMNs8yxYsABBEPSma5CVMhm0cgwG6u88o8PtF5Ph8NrWgLJD0Nx6U9T/2ppQaDXTrCp3f3EMEUUQ1H+7fT/97WsDpcxwvaEhY0w9/3xa7LyLrhFC4Nxzz8UDDzyAAw44AL/97W/x2muvbbCucU0oU8JSp9dMs+RpBdi5lKnmp4rjbN1LP+ssjoAoNJO3uCUHHO2i3RMYywl3GrqXpp0j88TfJhdzXqrzWwCAdQ3DMFsfbEgxm53+/v4kmnjppZd2H7NOGVI0zC13eFfnwgx5GUy57dpe63BuiWa0M7DQTCxW3CCOzNIKzex0NuKlo8j8HVGdgmbPImbRokX4wQ9+gH322SdJpe+KJzgzKfru0mhkRSgZSEktClPEvOM+3CGUrmDNhCu9bd3srNgTye7523udRIp7Df91v0HJYXqhr68PAIpnimQYhmF2KPr7+5Ps7150TVrcXEAkksbJeCIyE4F4+1TaGifaGlBhWsep2UzNKDKn3KCQrwmiCMILFAkaImgDUGJ01M7UVzeTtNTrqT4YGjLr3nwTePllU19qZKSnjvWoo47CypUrcfTRR/deqNzL7laRWXRM2oK0S8u2h53JNwZAM/62aw3trkvMqaxxp+m+uQXm3cyxXsREp0Cc347OX9MTIDOer8v2vZwO6xqGYbYm2JBixoXLL78cALBu3bruHaAQQKVilmo1zY7qZsjYXjjJiurQ8WcMq6IGTqKUFiIxrzLbKPu3zbJKa12ZYW4mwhaa4qBWHOqmNXo6TH+8QfiCpyhFPI7ToXk0TI+G2tF5KmXEqrvPTodO7ofKN5/y9uWepyvs/CKpSWS4+3BHtFfnyDnJbLC5G/vvvz8A4M477+zh+AzDMMyOwJh0DbITCWe7KqtGkowetGfOJEEeO7QrCk3fDaTBIHdIPZlRtL07VJ4MKLu0TT7iBorIiKF9Usb0yIiZbY+G7K1da4bwrV/fk0GzQQE2raGVzh3xj5abxRVBRyE0BbRoGFzBfhNdV6QZ27LTesj2ztvefZ6sc97z3Pbp3xlN6x1PayT1PHsxpFjXMAyzNcGGFDMuTJ8+HbvssgsA4P777+++QRCYDCkypvJMKZEfMSKDqIhEBhSJCBGYRjRCkPafidBpd0dJGzP0T0FRQfDYzr4Xx1BU60Ep6EbTmFQUcdsY8kyjIlGVUwcqEZytVkbA6g6ZUdo3nXyh5Kf9u+fob+eem4uK07R7Sq1XeUq0iLw6C51vUR5z5swBADz22GNYs2ZNj8dmGIZhtmemT5+OKVOmACjWNb7vQpMIS6lNF0X9IJUkaBtz5QRktDWjdJzNfmq1bK0oG1hy+3IyUbxAkABM0IkCU04bAfvjwDVdXKOKjt1oGEPqrbfM8/XrTW2pN9/c+IBbjtlTFGcz2emxuS90j5L7piC0U/fT2acbmGxbigwsNzPKXV8kKDqtzyxFppTjXrozTCN7TPNSur6bviFd8+ijj7KuYRhmi8OGFDMuCCFw9NFHAzBTzRY0yj4PApMhVanYGeyC4plcrFmViAmnjdsv65x1WWTyYsf+3O38gdSUss+NgDNGlDF2THFwVW9AN5vQcWSKnLu1GcZKp4yjPDVCaf0tZ2pj14xyTSoStt3uA+3X3Vcmmhu3m1OuyPSFshuVTYYT2vOywx4R2SEDVHB0TCZVcvMyt7ETxx9/PHbddVdorfG1r31tjMdhGIZhtkeEEDjqqKMAdNA1bdsA0p1stmOikHAcEurXVWoKAU7/avtep2B5kRkFrU3dKLeti2+WENTHu5ohiky21PCwGca3fr0xqNatM202BD9YZTOjVJzTWcexyY5SXnDP3jOT/ZS9nkxGlHPMTPAR2V3Baa/9e+YG2vzryGvj1+pMAoOhp5Xy1Kt7fflGWC+ZUqRrAFOYn2EYZktS2tInwJhIzIsvvogVK1bgtddeQ6PRQKvVQqVSQa1Ww+67746ZM2dir7326j3NeStk1qxZuPvuu/Hggw92bkiRQqoAWi4b8VUqpZ21lNlHu52yYqNTT9xNdGjYYzt1Rn3RKBRSU8p/T+zfGjYdXpv3WMgAWggIa0JppaCCyZBkwABF0/DkXESOGQXYKYy9c7HRN0FGk2sYUb0IN5VfKddq63wORcaXm81GfwPmOO77GwTp++iecyYSCKTRQFLxcXqCyranKZGFXXLPOTmIjYCKTIA6jyAIsHDhQnzhC1/A17/+dVx11VWoVCrd7g7DMMwOC+uaFOry3L8lAEiTkB3bkWV5WsN0TJ455ASM0Gxlgzj+cDvCMWRkFFlt4mTYuM/906DXhEj7c61NVhT13VTDSgigVjO6DQAmTjR/90qOQZa5FE/ziNCaUbS5zTLTyE4wo7U2GWH22jJHcLOw/GunJvYxuU9KGf2Sd+5BkGsCZo7nkpftrzUgdLo/BSDIObtMJpV7pp1xdc2NN96IK6+8knUNwzBbDKG7VphmNjVKKdx777345S9/iYGBAQwMDGD16tVdt5s2bRpmzZqFWbNm4bjjjsPxxx8P2auBsRVwzz334MMf/jCEEPjDH/6A/fbbL7+hH50Lw7SwZr2eTTF3BJiOYyhrpvgCgx61f4zMensvXTMKSNWLr1KCAAJkngigYvxdUS6nYszdTEgj9MplCCrWXqtB9PVBlEsQaS5/8U2MY5NZ5aSNa+fcNAREIO16Z1ZCFUHQdlqZU6YoZxghr2i49pb0hfZaWoX5Xe61uNltZDqR6ZiEi9Hehu6isAMJSiX3pjoP1pRKzKmSl3UngWSWI5E5JSFEx9vearUwYcIExHGMuXPnYsmSJcWNGYZhdjBY13TWNZnu1fbLJmHG1JuMlTJ9cUz6xtRCQuQU66aM4dFRsyhlMpPcWW39GfG8DOQ2M4qMHefRTdxKetCi/pky2CdMACZNMs933hl4+9uByZONITVxosl2L0IpM/GLNpnlAGkOEzBSlFZmNVpyK+MYiJrpGo2kJpaGM2GNH6i02fQZc8nDtXcSTZlpINIJeHw6mU+uuefeS/eRLEEBR89IIJD2/4ZfvgKQUlhjV1gJKyCsYVbk97KuYRhma4ENqXFk9erVWLZsGb797W/jmWeeaXt98uTJ2HvvvdHX14dKpYJWq4V6vY7nn38ew8PDbe33228/fPrTn8acOXMwbdq08biEjUIphXe/+9149tlnMX/+fFx99dX5DX1DioaaNRomNTx00pod8aWjCHGO0NJAIkx8QyqNl1msadEeQqPXnSdU1wqAKJcSU0XQ8EJ/E3ouJUSpBCEDoFSCmDgBolIxz0ul9mGJtg5VYkZpI5H8kgOArRsgUiEjpASgTEo7GU8Q5rHZNFM+KwrP+m9DtsZC8l5YMZc8um3yoGspMtsoU8o3rOy9alsXlExYObuTVLxBADJxmkzbxKhKDSh39yIRdEUXAXz729/GZz7zGQRBgMceewz9/f3FjRmGYXYAWNf0qGtAXbdrkpjtdRQCsak9qbTtr2MFxKEZtjUynGYxh7agOE1GMjpqtBGZUDSLr1ffUWid9vde9o5rUElka3lkukQ3kETBpFIpnRGZjKeJE4Fp04CpU41J1ddnzKmSMyhD2RnykmH+yiSCqWz9o6Rcp9DmzGi8IwR02EQihAQ1pn15ppB2DKpktb3+nPcqY0jl/Uyi66dsqLzhernZ3gW4Wic5g+y9FiVpNZ0TfKPNg9SQkk6ATrCuYRhmG4ANqXFgcHAQV111Fe644w407awoQggce+yxOOqoo5Lo4P77758bGVRK4amnnkqijg8++CDuu+++pJOsVqs4+eSTsWDBgq26M1FKYfbs2fjd736HqVOn4pVXXkHZySTKQB08PboFNGk2GFpvh5zFVEjcEQaJYaI0Mjk9ybA0aVolETh/Q/tPYnYQAgicOGKpDATGWBFBCaKUP5VxkgovA4hAmghWtQ9yQs2INTKl7PBEbSOmWsOILaXah+XBmkfJajKY7PTSkYZQVKfKqrvQFkGNIpi8KntejoBVzleDIjGsFCBlenvIZNLaRDHbLlhkn7sCrqjaK7VzjSyXgAwm+r/i/Z8RsBFFx+CSZbtP83/P97vSQxYrtzAMccghh2DVqlU4/fTTccsttxS2ZRiG2Z5hXZNy9dVXY8GCBZg6dSpeeukl1AqGqPmGFGCH64UhtM2M0lohjiOgFRtDKlRAY8SaTDYINzJi9FCjkQbrqL4Tzbzn1I6SWmcKlwsgMa18C6QoN00Dtjan7T+pbidplmoVolYzmqavD9h5Z4h3vMMYUhMmmGF7O+1ktgnTc0kCbLY+lCbNhdSMyv2VIrQtAUC3M90XmX1UNF5ScI2unQKUjhGX3AfnYEIIc81eRngGEhHe+2p30G5MFUEiJLsyPbPAZDwJabUNkJhSVtokQUhB2wppE6xY1zAMs3XDhtRmJIoiXHPNNbjsssvQssUdp06dirPOOgvnnHMOpk+fvsH7fuaZZ3DzzTdjyZIlyQwZlUoFl156KS666CKUSltXeTCtNc4//3zceOONAIB58+Zh0aJFnTeiWVrcQpDr12eH7CkFbdPVVRjame3SjJ9EzDiCIhUhNsNHCurNk+2cDQuG0EljQNHzctnsx2b6yCBvGysTKJmHhtdVqhCVMkS1avZTtuZJTLPZOYLN+e+aXk+azQSa5pjakRkFM0xPUjq7vYducU5hhZs7Iw3dY+VGAHVa/FM7bo5yjaS8dHSt2x0g93V3ezebyv8s0/A+4cdy03ts2lGmlN2nLEMEjqBGeohkl11E46233orTTz8d1WoVL7/8MqZOndqxPcMwzPYE65osWmv83d/9Hb73ve8BAB566CHMmjWruL3KGhdaAzqMTJZUFEJro3eUnfREtWKgOWrMqFiZYBIN2Ws2TRmDRsPsk4buaVMvKcl8cgtpO8E+x+4AkLE/MlUKEq3hZEdnM3dKRr/09UHIktFGu+4KMXEixO5vh5g4wQztmzQJulzJZhRpbbOiHG1DRhQykie53wDSe0VuDJk/NtMqwc8AJ8PLXr/2Mpv8+0Gb5P5QIrOJhATdX7o3pHnonrmPPnmaKZO9b44jSWc6ppQMRDrEkkpJ2G1I03QypVjXMAyzpWFDajOxcuVKnHHGGcnMKzNmzMDChQtx4oknFkbPNoRGo4Gf/OQnuOKKK7Bq1SoAwBFHHIFly5bhoIMO2mTH2VgWLVqEiy66CECPZhSQTTunaNrQUGaWOE3GVKuFmIbyOaLLN6SMmEKiLrRvRAE9mFEiFUGAEQbSGiglk8KeRITpv5dIpV5ySBg7RVSqRkSUTeq7pggYCTeK9nmz3qlEdyVrnIij0WUitrPQqdhmiAlT3Jxm5fGmVU5S+7U2mUSOkHVlm/afC2Fe99P5/fuXTUdqF2dUl4GG8AHtQ/0SAeg85spIS6mUiDdRKidRQ3eXrjHVyZRqNBrYY489sHbtWlx77bX4whe+UNiWYRhme4J1TTvXXnst5s+fD6BHbZNkMzt9dWTqSMEG1bRWSSa4arSAZgNKxSY4FbZMpjiVLxgeTmbcE/W66bO94XpJRrlXV6rIjPJJ+v68IfWULV4uQ0yabMwpIYDJk0x21JQpEDvvAlRs7cwpU5zsZlN6wFwzrXGOm2NGmZ8stpaWIp0WpBnuyXA9gfahe+l7AK0yplgmM8q5XgG0Z3+77UlMePtId+ZpIv9e+u3aXnfWS2G9N2Gy8qWApNIMifEkIdxJXXrIkmJdwzDMlmbbqRy5jaC1xqJFizBz5kwMDAxASokFCxZgxYoVOPXUUzepaAOAWq2GU089FStWrMDFF18MKWUSoVu0aFH+2PdxZuXKlVi4cCEAYO7cub2ZUUA20kRLX1/SsWvX9HBrL7nDvqSElgI6kNCBKQqZpJo7JlFGilFosFMkK7vCHpeydgT8ApqZy/Kfx2kGmG62oBsN6DAEWg3oOG4z1JIAp7MfBQ2l7KKNB6VjBaUUlFZQSkPHxsBTUQwVhUYA07BHyjqzBp9WCioMoVotew75dRaSO2dNrMxUxmFoIrhUI4LeUzdq2x7+TM/DFYt50yxDpxlhbXfYWZdESDW0LeoO6Pbd5f6RpVar4cwzzwQA3HTTTVA5xVAZhmG2J0jXHH744axrHFauXIkFCxYAGIO20RrC67ME6RIICDhFxYWAhIIUQElKSPua1Dqp9ZQ8d4ffufrDNaFyzCg6k7z+3Vo/mXNvexTpazqOoGBmutNxDDTMcEI1UoeKFFQrAkbraaBN6UIzKjm+pmoFXg0o7WxB2WMqdvrvgs8IDX30ZyT0jkttNc1GTIsz9LFtyaMoS83fJk8Luc9dHak1EIVpPTAn4w1tn66C/TuwrmEYZkvDGVKbEKUUzjnnnCR1u7+/H7fccguOOuqocTuHBx54AHPmzMHg4CAA4Nxzz8X111+/xWatiaIIs2fPxsDAAA444AAMDAx0F6+ukKK/ydRQCqjXoev1tLi5NqJGtVome0rZ6X6VciJsTg0AW/gy+VvYDCnKEydHKk+h+WO9hEizmQTSTCnpuL05xpabhSOCstlUAJrqRwG2UKjJ6KEsJO2cZiIZkvR3V4SSCKKsMSvYaAYfndaPSGaacbOkrBATRUaUyIqe1CxzhaoT2aMsp3RsXH7U0L1nlCVVLmf3k9x35z0QAXLfsGS7NEsKMoAsBfbw6TbJqbnb5fD0009j//33h9Ya99xzD/7sz/6ssC3DMMy2DOuafKIowqGHHoonnngCBxxwAB5++OHimphAu5kDr7+MIuhmMw0UaW1qN1ImlJ1JWDebZt3IiOnLh4ZSLdSimfgcY8abdS9X1niPAIpnzqVAHgXtKDupVDJ1oioVILCTtQSBqRs12S6VCkS5BDllCrQQmTrgfmZUJjuKAlDUUmtT+F3kmE/S6oo2wweOkeQYOXlY3aNh9ZEQiaZMj5NTfqDtPiHVQm6AMq+8QVGdKSEz2yUSFEa/CNJHUho9Q9oJ3qx7nYKsYF3DMMyWhTOkNhGPPfYY9t5770S0zZ07F8uXLx9X0QYARx99NJYvX465c+cCAG688UacffbZWyzicc011yQR1WXLlvVuRtFzWhwjSJdK7UO+pEkZ16WSGfImhH2Eydz2awv5AiDjyxaYUcnLnhkVlJCql3RbMpF6QavY1GnSVkxCp0JSK2gVQ9vsp1hr836SwZQMyyMDz/5D69yspdiJDsIIYuVev22rHaOPCsUnz91Ia16Ez8+Gov3mDSUoii662Va2aD20Ts67fZsuvnrs1soyz7UbYR0D73rXu3DssccCAH75y1+OeXuGYZhtgZUrV2K//fZjXZPDlVdeiSeeeAJSStx+++29mVFFr9nryASAhICUNKsakuFjyRAtf795x/D66jzjyX1Otk/Pd1WI7GQwQKIxzFA8Dd1oOrWtzIzBpt6nYwwlm2pENrPb7sCev3NGJgWLUrOR9OGdMpWUTgNzOkeHJO3S18iA0q5+8tvGcb62oaxzdzIYN1PK3advILaRXiN9PpL30dFEwv2/4NfNSnZV/DlkXcMwzJaEDakNJIoiXHXVVXjf+96Hvr4+HHLIIXj55ZcBAF/60pewZMmSMaexU9/iLhuSv1ar1bBkyRJceOGFAIClS5fiwgsvHPc098HBQVx66aUAgPnz53cXsUXmhhthsrO8JdkzTn0hLYSNzgWZKJQxhrqdrUgfCsem0XS7SCNcdCyN9DldQuGhROa51srkbyUzBJJI0tBRCBVZgRS2TBZYkjYetQ+3C0Mr/mKAZtaLOwgje48VkKaUk0iK4jQqG8cQVAjdpq4LOo8oSqeT7mQ4uR9sem+Ta87BPU8ypUi80etJuxwBlghW+6iU/VhYs67TO9Xl/8qRRx4JAEktFYZhmG0dpRTuvvtunHLKKZgyZQoOPvhgPP/88wCAL3/5yxuka5IMZ3fYUxx3385ja9E1QFbbXHzxxTj44IOLG+ecnwbS83aDPHaGNOEG2vxajNaQkkFgMmTc7Ju8YzuZzr688aXOmMyoNpxBgL6pY80ok+kVQ4URlJ18RqsYcRwhCm0gzDV4/CXKGebv3JfE4GozmWLkZkXRfXZ1SE6gLJNF7mscdztfuLvtfdxyCe6wQNeoygyxtEM9k7/d67Pn4B+7uBx7LqxrGIbZUmx9U5Zs5Tz55JO44IILcPfdd7dF52bMmIE77rgDhxxySE/7Ip1WMIw9gbwPt0xSLyxevBgAcN111+GGG27AXnvthXnz5vW28SbgqquuQhiGmDFjBr7yla90buxn17jrnXUaMDejUsl0vtpGDzVgXqMMImHb+6ZHktHkHqvD+bnFPCklmmZ68wt9inQbhc4el7lESqM3NRVMLSYNHQioOIaI61BByWYyIfsh0DpNW9dAWkAKZsroRIgh3wByzCIVx2YWPo20FgPdX/d9scP1kmguDd+T2dTyZP8urtByjUOlcu6jSM1IwPxnKZfT86dCosm0y8oO3XNvuCOSoQDtTNGsdeZ1rXv8jwUksygNDAxAa41us/MxDMNsraxevRpf//rXcf3112NoaCjz2owZM/CjH/0IM2fO7H2HFBghgZMH9aPlchpI6oEtrWsAYMGCBVBKYcaMGbjsssuKGxaYUbnBIerLpISIYyNRtIYulSCiyPTBrlFVKkE0m6a91mkf7A7L8zKZE42EfDPKCd8UaxatkZmZBXD6fBucE9JoiEBAQ5vzJAOmpM3MyKWySVbSNPxf558USJM4Bp60f7shddfgo3Mik6hbhpr76K7v9Brh6hG/TZ4O8g1EOkdXB7lD8CgI6wzzk67u1dpMVONqKQrSkjZxz6UDrGsYhtlScA2pHrnzzjvx+c9/PokWAoCUEp/+9Kfx53/+5/iTP/kT7LLLLj19gVMwJIo27FzK5WxZnW7MnTsXy5YtQxAEWLFiRedo3iZi9erV2HPPPdFsNnHrrbfi1FNPLW6c1+kXmCdJBA1IaivQkDLlpleHIXSrZVO/vWgV7cs/h6JMncQgsUXRg8DJlpIAdHZWuCQUmX2D3JpSGR9MCKeIqZ2tRghTGBTaTLUsytAlEuzCMWHIOIIJbdJwP22zilRk/lawEcZW+3A7pdMZ94Q0YsfNIPIicolYpeuwYkcDUMIWi3drJLj30TWbSqW0nfSMPXe9Px0ebUc/aJK2lC3n/8dIjUIRlExdCyCpJZXuWmRHIHT4D7Zq1Sr09/cDAF544QXstddehW0ZhmG2RgYHB3HhhRfi7rvvToIOQgi8//3vx8knn4xPfOITeOc739nbD1OtzSQWjUZxX9qJSgWoVo246YEtoWsAo2123313KKXw7//+7/j4xz+e37DIjHIzoqida5o4k3poG7XUjYYZSt8yk56g2TTbrFsHjI6m9aRIXJJ2arVMZrMzJDDvndHeI9BLUrkzSUypbJ7XaubvchWoWqOxVgOEhHjbbhC1PuhSAF3rg544GUrQRDAFByZDKnPSVpvEVtuQFkgypZHqCXdyFLrX3bKXPD1KgbfcXCMykFzDqO0+eYE2Hzqep49EUgsKSVYcPZdOUFK6WonaO2UthK0llZllr+BcWNcwDLOl4AypLjQaDXzwgx/E/fffn6zbf//9ccMNN+BDH/oQSqWx3UIaceXiZQdngiR+qSMgzeytVtP615246aab8Nvf/haDg4M4/vjj8dJLL6FSqYzpvMfKsmXL0Gw2MXXqVJx44onFDTuZUd46DWRvRLWa1jQiyOiQElrItMgnpTpTVk1e1KwomuUOz0sEhwZg9+WnreWYUYDVVNZ8IlNH++3sdM8KgBYBdEDJTTGgAutq6TTiRSopqQJKojY2gk3bbCkqZB5FaRTNH8YHACpKDSfvvaH1wnnuR9GSSC2QOq6+qZTcEJslRe8HkI2S50Uekyhrqf0/jhA2auoXODdnm7y9ShtxprV3/qZdx+iw5T3veQ8mTZqE4eFhLF++nIUbwzDbDFEU4YILLsA3vvGNZN3UqVNx3nnn4bzzzsNOO+00th2GoTFFfCPKDwgBxcKGJiWpVoEJE7pG3Fxdc9xxx+GVV17Z7LoGAL7xjW9AKYWpU6fiYx/7WM/bJZlRQPvwMDdrJghSQ4kyZaxuEZWKKXwOmNeqVWMABoExniggBNMX+4G2ouizQPtQva79oPQ0T5LnDWNO0XVqAEJDRxEEzGy/ULF5DER+VlSSyuWbUfQZQqpjoAHtfZZIU7j3mR7znrttMofTGd2TOYuijKo2Ted87n290q0dmWKU5W+1po5jazI5tcT8rC37mnD33+X/FOsahmG2FGxIdWDp0qWZwpkf+chH8M1vfhP77LPPmFNZlTJBLeof3ZntaRi5n6TjBj7K5TQJh0yoZtNsV6127meq1SruvPNO7L///njjjTcwe/ZsPPTQQ5tthhqlFG666SYAwJlnnjm2mhN5mUq+QWQ7Zy2Eib7V6+YlwGRQAXZYn420xs7N1aZQN0ql9gwsP7WZ7o8spYXQE0lnTY/AnZoNPVVloyPKvDdNKVO8XATQCKEjIC10XgbKdE7SzOwnAYgge4/iEAhbSGomRFTXQOULNU+gkdjq9AkXALRSSep4+oJIjT+6Pj/lnExBOmaSsSTT1PUkA0y3Z1vR+0YizTUZk2L3XqaU0OTsQQgrMXMEZMaO6iDgpJTYe++98cQTT+D111/vcKcYhmG2Hn75y1/iYx/7GEZGRgCYIXnXXXcd/vzP/3zDNMHoqDFFAGTqELoix+/TXWFD2RyU9t1sGoNr4sSO2VLVahV33XUX3v3ud2Pt2rXYb7/98PzzzyPocejfhqCUwo033ggA+Pu///viYxUNPPCNA1rnZ/HkmFJkSIhKBYJMKYpKlkrGzINjXuRoKf+sqHcbcz6b2y/KwGZFw+mv3T7UPrWTspjs7RAIRpEMoaezEUhFriyoTyE9nabpCrzAFQXEfKOKHl0j0H9PXI3k7UP7OtH928kmb/sE+LUv8zKqfM1BATNX79A6ylB3jd04bhv6avxAnT3PAljXMAyzpWBDKofHH38cH/zgB5Mv5FKphF/84hc49thjN2hMtVLGM6E+kjRaXv0ot46h30cGgcmALpXSTOg4Nvuu1fKTUIj99tsPP/3pT/Gxj30MK1aswGmnnYYf/OAHm2WM+L333otnn30WQgicc845xQ2LsqPymrp/OFFAAEaUtVqJiZJkTblOXuykwNPrbqp3XjaOcIeSuTFEd5iYO5ys421pEwKehEqHHsYKKmyYYXMyMFFEwJgqKkjFXrNlT0vZlPnAMaNsxhTVgqI7mBFa3rVTNBM2c8g9bz/tXOs0AuuineO4JhL97e6TxLb7SK+5kT+vvkayrijrCnAir6lo1caxhKDMNkFZUxrSmymolyypvr4+AEDdGqIMwzBbK0888QT++q//GoODgwDMj8/Fixfj3HPP3TAjSmtgeNgYSDb1W0cREMXmUSnrMdiMHbcuodtvkLChWgS1mhE5Q0PApEnmtQKmT5+On//85zjuuOPw8ssv48ADD8Tjjz++2Uype+65B2+++SaEEPj85z/f83bGM/GEXZFpRZTLEK2W0TpugMbeJzIZdF+fMfCCIM2AzjEf3KP52T5FZ5LbDzrnk8mGkjadmx5pH0pBB4HRAI26CZBVqtZ4qxid5R7E7bdFYPRd8n7qDvdQpddLEd48M6roOe3XN6O8UxMwpQna7gntQ8o0Sy05RH72Va6OsYZTW2aTbStJm9H50vaBF5h0AoFjkfmsaxiG2RJsnhSZbZQoinD55ZfjoIMOSsyov/mbv0G9Xsf73//+MZs31LeNjhq90GiktaMajexs9jT0n4b0uc/dGe/rdbO/oSFgzRrzPI7N/rrpm49+9KO46qqrAAC33XYbrr322g26T92gKWOPPfZY7Lfffr1vOBax5ppBUgLVKkS1aqKDbk2iwNQc0qUydKlsTaYgrUVUqWTFMEVrA1tBPhn+5WRGlYK0jlFyPl0+G/5nx567TTg3gqXZNAK/PmrrI9CLtMRIakZBmzaNlhF5698C1rwOvLk2HfoQNu0Me3aGI6o7QfdZObO5RHEyXTO5oomx56Tx6WSGvzg1+LxF+MLOfU/9aLnbhl5zhxO6nwvXrXW38z8zyrmOjDI2i4ZOtWq3z1kHqtUqAGNgMwzDbI1EUYSvfvWrOPDAAxMz6thjj8Wbb76J888/f8PMqDgG3nwTWLcOet16qKERxMN1qKFhqKEh6PoodLMBPVqHWrcO6s21iIeGEY+MQo02oJuOuKHhfkNDZlm7Fli/3vQzw8PtNQ48/vRP/xR33XUXADPpzDHHHAN/wplNxfe//30AwPvf/35MnTo1v5HXp2h3nZsdU7Stu32lAiElhDujDZUPsME2UasZ7WPbwluELRNAOcP+kcfcA1rDSwNZHSSl0UHSFCUwmd5meBlaLSNWW6G9xuTGOH+TbrD9fxgBrQYwtA5Y9xbQagJQyMyk52oB5f+tstrBbe/rCVd75Hx23HuktW6fUdjdznn/6L2n++7fe2H35c6CmFcFk/YpXf1mzyWjmaitk6nl76Ob5mFdwzDMloANKcvKlStx8MEHJ7PBzZgxA88//zx++MMfjrlOlNtH1eupsURGlFvzM47TACP1J27yDQW6yAOg57TPoSGjC+t1s59uXHzxxZgzZw4AM1PMY489NqZr6wWaMvaoo44qbuR3jnnZNkWb0hM/Q6lUMpFDV7gJCU3mU7kMVGup+ZTMlOdkAFHBcCk8oRUAJZueJpwhZ256OtHNuPRe10pBDQ8DjQa0phpM7UaKWazwaLSAZgOIms7wiNAsQ+vNa8n2jmihD0+rZTKswsgs9AFzFu0KHXfohWcY0Zkmd9CP0rmizzWN3DZ+xLKT2UTP6Zzy2mlt7pWyAhbZ3ZMplXlb3AbZdyAXKv753HPPdWnJMAwz/qxcuRKHHHIIvvzlLwMwumbFihX49a9/PfY6UUAa/XrrLaj1w4hHGlDNELpRB+ojpv+hWdHqTWC0DrQiILRCp16HrtehRutQwyPQ69Yb82l42IiZdeuMOTUyYoyp4WHzetFMfZaPfOQjuP322wEAv/vd73DaaaflZ6VsJA888AAA4KSTTup9o7ysMIqI5K33sUEzUTITcggh0roNQZDW3KrVTGCuVIIUAlJKSCGS4V2b5G7Y7J9kX74ZJQR0EBhvCDA6o1431yVFVixoWBNJmUAb6Qpl618iRhKy0zEwOmQ+F7FzJW5mUl79C1cfuGaUbyQVDHEkjF+mkwCc9vfhnoNrMLnmkA3WkTmYKFcypZTKZj45tyoxs/wAoHtcd8iFu/UY/x+wrmEYZkuwwxtSWmtcc801OOSQQ7Bq1SpIKbFgwQI8/vjj2HvvvXvKinL7JQr4UT9MRpHVYonx5GdJ+b/18wI3rVZaN8rtW6PIaLa33kpLOXTiO9/5Dvr7+6G1xoc+9CFEGzrdX+690IkhRVPIjmHj7CNR9B6QkeSaShQppLGNgcy2CwKTLl6pphlRZE6Vyzb7iQp2ldL6DGWbXUW1EopCXkXnWfR3FAFDQ9BRlM50Q8egNUn0EDbbyc6eR0PyfJGldfqBy8sqog9g2LL7ovpS7eaOzhN1tI4i3I6ZRaJK+O+h/58kLwvKN6xcw8nfh7/kCTR6DmRNKSe66Gq39o9Z5zd3//33BwC8/PLLHdsxDMOMJ6RrDj30UAwODia6ZuXKlTjssMN6z/Z2f8hbQaPrDcRvroMeGTGBj5EhazyFQDMERupGjIyOmGzf0SGT5bJ2DbD6DeCN14HXX4NeswZq/Xro9UM2M9gKpqEhs/3wsDGo3nrLRN26cPLJJ+Pqq68GsHkywLXWePHFFwEA73vf+4oaddpBtwOYx7z3hrK5bQa3CAJjUGltMqj6+iAmTTLZUmU7u11mEpb8/VKcqydoKFpiQjk1nmzNRh2U7HA1bYYFQOYAAQAASURBVPWF7cMzE78I12FJr93VIGRq+mcZtsznQxUYlK4xQ/vNyVxqy5xy1xdlTllDKcG9F+4xCgJq2j2GXYS7T98wc64+c/6eHtLuujjVg2SG5f5P7/BZZF3DMMyWYIeuIaWUwqmnnoof/ehHAExk4Pbbb8chhxzS0/auVlOxzmYFK6OnTGkjkfwGFwKIY209AJUZDSagobSwQQ2R7e80ENhMnNgmtJRKAkqltUDJf5g61QTNiiiVSrj77rux77774rXXXsMFF1yAr3/96xt6GzO8+OKLWL16NYAeDKlukUG/889r40borBmiSyWqWmGFkk7TucnYETZrioyKctmIpyJ5puhYrmjM6eo7mU90nm7amzMzUW6ieEZ8pHU5Eo0Wq+x5uQKLxGC53F5Fn9rSOWayxNB+r/NElrMPbSOxtAcpJWK/gLlfr4vWUa0D97huW2pPopbOwW3jGpPuOdOwPCHMey0CkNgVkgqc23vdk7uYsu+++wIwn3l/tkGGYZgtwcbqmkxQQGvoyGY3aQ0VK2DNamDEDr8iMUIZp60m0GhBRy3TN4W2pmFsAihCOoWYbYBIlUoQMoAotUx2MwWAyFygFHIpgV137Xjq8+fPx5NPPomlS5di4cKF+MhHPoKDDjpoQ29lhhdeeAGhHT747ne/u6dttN9f+oylz6CJWCoVc19LpTQ6SXW4Jk/O6gsbydR0LkU6qtM1ABBtZpRMg302A11LCR1I089GsR1/RoaV3VY715xkN1EWVK8nFBtTauLEdKafODLb+xlOeSYUUBzo6pKJl7kW/70jHZKX+WaP0/ESST+RHnJ0kUY2oyrRNPQ36SzzA8M5Jmme3mFdwzDMlmCHzZCK4xizZ89ORNtZZ52FRx55pCfRRn192NJoNjTClkIcmTHzWmnEscboiIIKFQKhABVDqxhCR9BRCBVGgIogEUPqGCURoVqKUC1HmFgJMbFsllopQqUUoyS1DYwZF0JAoxRoqFgjDDVpRShltNtbbyUTrhSy1157YdGiRQDMNMabaujeihUrAACTJ09OIi1d6WZMuU39FcITPEJABAE0ZTbZYXuQwtaTCoBKyWRBlctmpjoh0uyowtoO9p9EiDjt8rypPMHiF/keHW2LhOm245PDGRmBrx3hlmQ+RUhrP+l0Z9DmgzA0ZASsHw1MDqGzAsqN6pHj6tds8rKV3Ewq2kYktazC7HBA1xxzs6x8gehGDOme+YLSN8f8oYDu9eRh73enW1PEoYceCgBYv349XnrppeKGDMMw48DG6Br6Ptexgg4j6CiGDqPUjAoj6HXrodcPQ7da0HEM1WhANepQI3Xo11+HfvU1qLVroN96E/rV16BffQV69Rrot9ZDD49ADY8gHhlBPDQMtX4Iat166HXroIaGoEZGoRsNE1lrNExEjwpvDg8Dr75q+rIufPvb30Z/fz/iOMYpp5yyyTLA77nnHgBG20yePHnDd+TrHddY6IQ7SQtlS9EUy+66nXZKh/DVamnEMu9Uup0r7ds1YdzanVY76UCawuUatuaX05fTPgBrUllNRgaSq2moTTe0AkaGje4RKB7+6GoK0gNu9pNf57LTIWEHEPoaKNNIQ/plDawmohiiD2WUC1fTeBlXwtm/+7woa0o4Wkj42eFdDCbWNQzDbAl2SEMqjmPMmjULv/vd7wAA11xzDb773e+i3GGKYSDtJ4wRpRC2jPkURUAYaTRbCs2GQtRU0LGGlBpSKJSDGLVyiFoQoixjVMsxqmWFclmjUtYolzSk0NmpYoVGIJVpX4pQCWJUShpl66VoZTKqpDAdULOpk76VamN3qQWK8847DwcccAAAk+6+KXjttdcAAHvvvXfvxVJ7jdjlmTzu385zYaOvQkr7vJQtzCVFalK5Q/aCAlNKIMdgovVOI53TzhV1dL00g0kv126jy4CfRm6LnMMTJcl2cVrMvNVqFzr0mCewqK1fpynPlPIjjPZR0PZ0Dm4dKjo3Mp38KSfdc3ELqOWJNpfc9a5wpOdU2DyViXFvujThPe95DyZNmgQAWL58ee8bMgzDbGI2VNcAAGVCaaeeoA4jqJE6VDNEOFxHNNJAvPYtxI0m4noD6s03oYaGoUdGodeugRoZgmo0oNevh16zFqgP231F0GELujEK3ahDN5pQUYg4ihG3IsSNJtTICNTQesTr1kPV69Cjo8aMGhlJax2MjACvv97VlCqXy7j99tshpcTjjz++yYbu0Xd8f3//2LNGxpiVVGgakIahYXlUD1OI1JAKgtSUmjjRZE1VKp2nYc47vlOjMzPTH2BEKNWyCgJjRkmbheyevyDzSQCgQuvCzsSX9sUm2AfPjNLJS9nhe/RUp0E9PzvavQ4/M8odkufuq6B+VOH9cfWIe9baGYpHQ/2QvTz/78x5+FrLXe+2c/blXqcA0mF7Oe27wbqGYZgtwQ5nSCmlcPTRR+ORRx4BANxxxx246KKLetjOGFH1UYVWy5g/zRaMARUqRC0NFZlISBjZ2jt2VjQpYgRCoVTSqFYUJtQ0ahWFWkWhWjbrhUg7Dw2nP1Kmg5OIEYgYpUBBCo1yGcb/UGkHGEc6maGv2TR9dac+VkqJn/zkJwCAwcFB3H///Rt3cwE0bBErmjo2l7GKMxc3Qpf3N6xkoWKepSAdSuZG+fyIH9WXoiVPvAm0K4nk0TG6XPzC60B2truia6Sdx2Q6qXTYIdLPVnrRrriDrTXlGDmNRud0dFcAucaSu2+l0iKd3rkLigLmGVa0D6rsT1CGFAlEv7B6XkTTzYLy61D515N59IQyRQqF+78uTTDrJUwrpcTee+8NAMmsnAzDMOONUgrHHHPMmHUNtDYZUZEpJq1jBRXGiJsRopE64laIaLSBOIysaTQENWyymuKwCdVoIh4aQtxomNnz1r0FjJpomI5iqFYTul6HHh6GHho2mVJvvQW8tR4YHgKadegwhIpsRlazYWbpGx01WVgkZKgYJ9WVGh3teFmHHHJIcv1f+cpXktkFN4a1a9cCAKZPn97bBgUGwkZBQ/DdbKlqNV1Xq6VG0cSJ5u9Jk4w5Va2m+sYP5Pk6KDNTsauHRFqb02ahKzeDioataaTmUykwWkVSYM6u94NEvlmUFDx3F097RGkGX5v2cjWAO1W1b/T0mCGV4Ou5HINLKZWdi8Zbulpf/menIBPKP65wXhP+dj1eI+sahmG2BDuUIaW1xqc+9amk6PYdd9zRdbYUre3EZE2NsGUMn2bD/K1iBaEBrUw3I2CGzkeRGVYntEIJChI66f9NIMlmRgUaMtAmOacEW9PG9u10fLheg4JUxtwCdJIFrRW1M8clQypnVFgb/f39mD17NgDgr/7qr7CxM9O07FjBSqXS2wZ+R9srrqBqmymPVgsjfoIgc08L9+eKMaplkezbb0+LYziJnH35UTuaVrEomueup6LlZG5CIZEynZzGxNiJskKEhFsnceIUxQSQ+/4kfpxnPGmKyFkxlgsZT+5+/cwpV2wlwxJzMqRo+7xoZ8fPlVmXltNI24xBtwFIjdcHH3wQL7zwwkb//2EYhhkLWmucdtppSWZUL7rGbmgCCDZbVTUjk7EUKahWCIQRdDOE0hpoNYA3XjMFypst6Cg0QY76MNCom8LmI8MmqyqOTUbU8BD0+iGokRGg0TQ1p6IQOgyBZt0YUkNDgJ1pTw0PQ4URVCsy5tW6ddCNhlnImBoaMtlSPdQluPTSSzFjxgyEYYirrrpqo+8zBdsmTpy40fvKpVv9SepbkhIDpfSRsqPK5XQYHxlUZErVasaYKlfS7Ujj+CYUPXfNFymBit1OBtnsrFLJfI4ywT4ytEoAhGNUORE9rc2seRpW7ziL1u3r/PVap8VT6RyL7p+rOzYU34xyA1yODgJg/m+5r3n4JlV7A92ua4DcQGEmG4rOKa+sQY+ZfaRr7r33XvzHf/wHaxuGYTY7O5QhdeWVV+Kf//mfAZh09m6ijRI4jBGl01nxbEcozeTxSb8YxkAcmvWAyWQC7LB52L4eSIbZSaFRlhqB1E4JAFMvyp3gLeO3CA0JBQFlhuwF5gBRSH2TqWNVrxt9QCV8ihBCYNmyZQCAV155BX/3d38HNZbUZQ8yolrdilhtDG5hTfc5kKnBJGCuT0gjsIQQySi7tv05xTkzRlJiLtmFhvpRHQRBbTwRV9Txu/elTSg4hpSGnfo4RwQUGTBuBDAvU8nNOso7P79NgRmV91z7z4vEC7lAReLQz3ryp5ykda5xRYU8i0ypthMW/mXZdWZFPIaPP33ev/e972GfffbB5MmT8d73vhcf/vCHcf755+Pf/u3fWMwxDLPZuOaaa3Dbbbclz7uaUfTDOVZAFEM1Q0St2GgHjVT4RBF0HBnzaO2b5od/rAAVZaf8HRlJnzfrwPAw9MiIMZ6oxiDsojWgTc1BrZTJgmqF0FEIPVo3w/1GRxHHCrrRBNath242jSlFtaSG7VDAdes6BmZqtRq++MUvAgBuvfVWvPHGG5vqlm86uhkE7uu+XiiVjMlEQrFWMyJywoR0iJ41r8SECRBkSlUryTaiyIxydRUZXuWyMaKkNKZXqQTllyMgLRXYnxblstFGbkp/onFUrsYohKKzfiaV1mmwzT8fONvkZVOPpV9OI1gF51cQHOtwOf7fmSL4dn9UD0rbv3NnPvYWqkclejwXH9I1d9xxBz7xiU8k2qa/vx8f+chHcNlll+G5555jXcMwzCZD6B3kG+XRRx9NivWdeeaZ+N73vtexPZW1ITOq1TIRD6FNIXKq+RQrQFkjQSljKkhhhjZR8oVGmmQjBK1IE2wEgEgJ6NiYScZUQppxAqSz75l8K8SxREsH0FoiUqmJQXohjgUmThLYeWejBSZOLC4hoLXG+eefjxtvvBEAMHfuXHz3u9/tvQaUw3e+8x2cc845OPDAA7Fy5crihnkdKa1329BT7zE300dr6CibFaTs9QFIo8HOOmhn2lzXuInI9MhL5xbZ9HD7fnZFKSOmXbPFjXq6+41JdOQI7iJDin4AUNFw93qoHdWeyLvfvmElhKmFkF514WUq53XlrXf3lxGK7vBIP6OMhLA/tNIdPkBZbCS+/eKr7jESoSrTJShBBgIyIMs4vcogEBmNXcRpp52G5cuX4/nnn8fw8HBhu4kTJ+Ltb387JkyYgF133RW77747+vr6MGXKFDQaDYyMjCAMw8TIFUJgypQpeNe73oUZM2bg8MMPx1577TX22iUMw2y3rFy5EoceeiiUUj3pmsSMUrZmVKuFKNLme9okXpuZ8up125+ExnBqjBoDKI6AZmiyoqIQWD8MRC3zfHjY9JuKdgQU9xhepxmUgbINF0kJWSpB9k1AUCmbrJyddwb6+kxNyEmTgH32MebKlCnGgCkgiiLsvvvuWLt2LQ466CA88sgjG6RrAOCUU07BHXfcgZNPPhm33357wWV5eoTWucZZXt+dV9fI329m9jSdDn+PY5Ot5s6iq5TNPluX1HFUUWSKxlOUMgyN2aed2d/8bPNMYC4ww++CktEpQpjhekGQZmW7WVVBybx3tRpQ60szqvr6zGuZY/TSr9FZKufjZQNJUppaWe49dI0rd5prP6vJJc/g9M2tosw1t717H5MMetG2rcjbHqb/p7bC2zYJtCaF4kVSL5UCrzSkU5BZSRrINRs7aIkzzzwTjz76KOr1ekdtUy6Xsccee2Dy5MmsaxiG2ShKW/oExoMoinDssccCAA444AB85zvfKWxL/XwUwcxi14zRGI0h4ghSmzpOwvYv2k7wUYLpHwOlAQEoIaGl+fErrcEgJCCoL3MSaygiUhEKSigoIaEEEEsYg8v2VZRtpW3doEACIi6hJQIIXbJT8qZ9m5QajTpQqQhonZYZyB8pJnDDDTegVCrhuuuuw9KlSzF58mRcf/31Y+4odt99dwBmimSlVO/ir0v0Kc1f6dDeTR1PZhjRSdaUsJ2ythGkZBpkZe0UAbNPKYEAxgxSEqkA0rmioictBeRnBSX78kyujKjvAT8K6IoyF5ouOk9UFYnmLselnxYBvNoIRVlYhCuwi+oyBEH2WtzpkOn9c423UilfNFI7Wi2D9DDabGYbJutJ73Xi1ltvte0Vnn/+eTz55JN46qmn8Oijj+K3v/0tnnvuOQwPD2NkZARPP/109x12oK+vDwcccAA+/OEP4wMf+ACOP/74Df5xxTDMtk0URTj55JOhlMIBBxyAm266qfMGjhmlWhFa9QhRqLPWkdYQI3UEYdN8CY6OmlqEjZatS6hsmngEjNatQdU0ppWKbRE+t+/oklFCB45bACpG2OgYSmuoaAhBXxVQtSQQoWs1oNGAWLMG2G03Y5zRcLUcSqUS/vVf/xUf+MAHsHLlSpx33nm48cYbN+gH8K677goAePbZZ8e8bSG+jumkg9zXSIdobe5NX19ap0FKozUmTbL1JlrGqFAKmobzUeZUtQpNWdu5WcVkqgQ2S7yUZEBpCvIA5rhuQInqUJTKQIWOCSSfB/d5RwHlKz/v/KhPV8pcf6mU6gMyYNwgWyYAWHRI5966+sI9ZieofbfP2BhyAYR/DkIY3WWvU8Sxee4cX4Rhqp/c8+nh3JYsWZI8V0rhxRdfxJNPPoknnngCy5cvx7//+79jaGgIYRjiueee6/k68ujr68OBBx6ID33oQ6xrGGYHZofIkPrUpz6F2267DVJKvPHGG4mwyIOKgqswRlgP0RqNAJiMJymU+d0snMQZ97tdKUDY+lEC0LIElAIoBJBCmNdsMEgAZiayOIKGqUVFu4iVgNYCsc3WyGQ20z/CGE2RChCqEkZbJciSTPphrW2mdFVgwgRBAcauE63MmzcP1113HQBg0aJFmDdv3pju9QsvvIB99tkHgBkC+Pa3vz2/YVF2VIeO35e6bSYKvU7mhI2WtVk7znE1TIebjLukfWpt1tEUxmM1iPIYHc2On0zOA54ZpdP6T3n4kVLA7JdmrnOjgt71Ash+EFwzx7/3whSGTzwc9xwckUNfIQEAZYVSEsv0U/l9yER0C8oXZUkB2TZCpNdCH3xq72ZR0UL7lCUTkU/OQQKQKJUBaxVDCJFbj36sKKXw7LPPYtWqVXjqqafw/PPP49VXX4XWGmvWrMFbb70FKSW01pgwYQL22msvSCkRxzFefPFFrFmzpjBCuc8+++Bzn/sc5syZg2nTpm3ciTIMs01xxRVX4JJLLoGUEitWrMAhhxxS3Nj2k3Gk0ahrRM0WhEr7kSRTo1FHMDpkfgA3G2bmllbTZETVh826RhMYHQGaETC63hhTUYT8bGIgLYQJE5XTKOhPhalvJAOgZL7PpRQo12pA3wRgyi7m+75cgdh1CsQuuxhTqkuWFABcdNFFWLRoEYAN0zWAGZZ99tlnY/LkyVi3bl2+qdVLhlROu0x2sv86kM38cR/dSUIoS5r6/VbLZK3ZIZW62YRqNKzRWDcGImAyp1wN4BoWrhklnYwcKaCog6ThBEkfXUqjnxMnmiypwGhhyACoVdNZ+gRglEMedH9Ju2gkwcE8P6VSSbO/SQT7w/0pS4rul29QuffdL10wFpKMbEfL0KO3P1HwnI4tKUjqGVISSGp6SFdHUcaUNR2Txc3aKtJjPUL6ZcWKFXj88cfx/PPP45VXXgGAXF2z5557IggCKKXwwgsvdNQ1++67Lz772c+yrmGYHYzt3pBavnw5Zs2aBQD4/ve/j9NOO62wbVK8vGEKa0b10M66Zc0o53eujrPxHSHM8CoagqedMUw6MB2FpE4ljiCs4ZA1SmA7HQEVa2gtEGkBLSRo4BRlKNO7FiuBSJfQjCUaYQWiFCRBERPQEiiVBSZMAHbd1Q7l78LcuXOxbNkyVCoVDAwM4KCDDurpXgOmo6rVami1Wviv//ovfOhDHypqOGZDKrlF/n6scMhdbwVb2/xyzrEUYArTu65fZN/gOLTmEIyAyxtC1ytDQ9m08URkOsILMEU+VYcaS+79cmeka9lzBdIU+iQDDOlxqR4EQftw7w2QpI3bj7E3I3P2/kmkhlVsTSnAM6TcRxcSr25Bed+AcgWdOwSPouO+IeWmy5NQA4wZJQNQcqgWMJlzdkisCQAb17lossXxRmuNN954A4888gjuvvtuPPDAA7jvvvsSI7BcLuOTn/wkFixYgP7+/i18tgzDbG6eeOIJHHTQQdBaY8GCBbjyyiuLG9s+o9kC6qNGf0iVBkaSb+Q4ghhehyC0/cjoqOnzGnVT1Hx01BQibzSNSTU8BAzbzKii2U5jlRgf5lycA2q/N7dZwolZEQBl8yVcmTABYpedzdC9ahWYOAlyQp8RNe98J7DLLl2/rEnXlMtlLF++fEy6BgCef/557LvvvgCA0dHR4pmEnf5Zu393G7aXN5kIUVSbKM/IohpgZFgNDyezFKpmC3p0JJ2dLgztcE2q7+UZNBSBTcwjJH2yoj7WnT23TP2x1Rm1PitEncBQper18/S++denTb+cUX2eRnR1RRAYY5I0lmuw+feVPit5RqEbmNwYXAHRITCXfGp9Hey0k17mnLB/mxqpMhmuR/dUkBaq1doL2G8CQ2pT0E3XVCoVnHLKKaxrGGYHYbs2pJRSmDx5MkZHR3HQQQfh0UcfLUzVjmOgMaoQNexY+zC2I6yMGRXYQJHWqXkhpIn2CR2DOkxh8qMA6HS4HjS0FMkPXWFNg+TGa5NVpZxiy1rZH/XOcHkIidjuI5me3tawimOBliqhEVUgKgG0Fuksu4FAtWqypCZO7D4UqdFo4PDDD8fg4CCOOOII3H///SgVpMTn8Z73vAdPPfUUrrnmms5TT7tRq+TCvY9jtywp2t4399z9KQUdx/lT7WoNpW0x1+T4wsmYsqImUmbogg43LGJGNR2SMfxkSFFkjj5DwvwY8I0nijCTICMhGsfpuYatVIQW/UAAjECp1dJ9F0RnBWVIaZ1G0L3oIg2HdIvFR2Zjc9l5Q+fcR6C9lpQ7FICeu0aTW0vKFldNXvMzqFwRFtj6F6IMbeuumbseQEOgFJhbGQTSBhRFT8P2tgTPPfccbrrpJixZsgRr1qwBYIypyy67DBdddNGY/r8yDLPtQEP0nnzyScyYMQOPPPJI8ay22hQvHx0FWhEApSDjFoQTWBGwJlVkDCmhFDA6bPs7m00Tt4Ch9caAGh0xr61ZYwInmaHowul34zTIltsX5a1zMz0AQBpTKghQ3nkK5LRdTa2gvj6IWg1i4kSTJfW2t5khah1oNpuYOXPmBusarXUylGjVqlV473vfW9QweezJkKK//eH2bps4bm9P5JUCcGZPTIZUhiG0UlDDw2nwyg7pU0qZvjy2mWueIQIgzZayuja5mqYd8lexQy5hM3MmTMxOAkNBsKSukXvvyXAp+qwAyecl79zo/CZPTtt0mi3YzxD3712nel69QDolb1Y+KduzonzjzL0+pZLfLSb4nWatJ6aU1onOodIUbbMuUgYZZUttheTpmkqlgksvvZR1DcNs52yd30qbAKUUPvjBD2J0dBQA8D//8z+FZpTWQLOuENZDqCgGwtiOmNIIhEIgNWSgjTiLQwQ6RIAIIo4hVQQJhQAaJWiYAXoRSoghlF3iGKUwhAhbEGQawHYu1owCAEklyzVlZJlZ9NLORyFQdghh9gogpUZJxOgrNVHSLUhnoBr1zVFkal92C/zUajXccsstkFLioYcewrXXXjume09DB/77v/97TNsB6Bq1acvUATrPakfpy6WSEZN+ZEgIJNMTJ5FAa4CUqyajRgS2FkIFEFXTHoFdeogyuUZKEhG0x5ECCOxz+u/oGnQZceREPzOCSadD/Kh9J9xin377vMitv3iz3JBhRWahdO5v293JE9t5UUz3nPwZclxRmRcd9qefJmxdt6S5PUNl/2uboLJIZqekGrFbI/vuuy+uvvpqvPzyy7j11luT6c0XLlyIY445pvOEAgzDbJMopXDqqafiySefBAAsXbq02IwCoGOFkRFjRmkFSG0CGMaPsuUFVAypYiBqQqjIBDbIjNIagP0+bTSSTBusewsIm9lC2nFsipuHrXTomHKLnPtL7hmnfZumL+YICCOE64egRutJBoWOYuhmy5zXW2+Z8+pAtVrdKF0jhMDUqVMBAL/61a9628ZsmLez7us6aSG3f/NnlQPSzGAyJCoVq4PKEDvvDEyaaNZVqyZKWatByCAN2pTKxtigpVSyWsjTTrT/Pjvbn7DHnTDRFkB3MpeT85Ym8qPcPl2hcMinaWAfdLteIEiT0H3pFNx0jR/3mvIMoQ2Bjp93PVqn2Wgkzt3Zkd2SC3Y9zayn3fb2/572hyHSvuj/Jv1fpB8AjUaaQbeVkadrWq0W6xqG2QHYLg0prTUuuOCCRDT84Ac/wJQpUwrbhy2F1mgIbb+0jeBRKEll+lOtIJQZZieh035GAxDa2gvazsAXIdAxJGIEKoKMGgjssC8ZtiBjR+hpleRT2ROH0AqBUBCO6UTDAIlAmf0bsePoEqkRCI2qDlEWIUrSnKSEzgTMyM/oxFFHHZVkN1166aUYHBzs+f7/v//3/wAA99xzD2I/sufSiwArEAZta7ulIEtpTCm/XlEQQJSc2drKVZt9YzNrSlUgqNhZgMpAXxWokPgKAFHKmByZc8lEyYRpC2emt8Qgk2kkMRFeaBc0eeYRiXe6z2Ote5An0pBG7ZLsKPc4XvaWsOch/O3Tq2k/pm9A+WaTa8S1GXPOfooywfx1SaqTSLIOtdNU2YX+fxhDSiejEbZC7QbA/Mg69dRTsWLFClx88cXJj63DDz8cixYtwnacAMswOxSka370ox8BAL70pS/hmGOOKW5vzajQjjQXUNCR+b4U0gbCtBlSp7U2w/CUNoYSfTsqbWbRa9hZ91p2uB79oHWDB+73sYqdmWK140MVmAkumW0oyBABzTrCN9eZTB9zwDTLJ47NkMIuptTG6BoAyeQ4P/zhD7s3HqupkRdE6WUf/jB3f3+lkqm9ZTOYhJQQfROAnXYxQ9wqFci+CcBOk4HJk4CJE4zBREZWqWz0T8kOka/VzHaTJpkheSU7DF7a4XiTJpmC5tJmVPlZLdp5f92/O9+cfM3grnMzkugz1Mu9dA0s9zw21JSifbmmkGsyUUa/q986PafrBSDiGJoWu0+Rp4tcQ4uEP/0/IXOq1dpqI25FumbWrFmsaxhmO2W7HLK3aNGiRHTMmzcvKWaZRxxpjLwVImrFECoyw/FsJML8GI8hhTtuzu3nbEYTlDGtyFwSyJoEgP3FK0y/WipD++m8NlPK/ZEMc3QAIgky0usCgBYSoS0IqbQpfh6rdEhfFFQhSybvSkFi4kSRDCmvku/SwZJsNBqYOXMmVq1ahdNPPx233HJLlztv72kcJ6m1v//977H//vvnN/QFrbvOb+f+WfS8yOTwDwtAOa9prZ3JgYR9NPdVK1ijxYpfrUwUOFZpvSalgPbS6UhtGZsKPzKcrhbS2MGxFyWMbc0Of7YiP0PIy1JKxIVrGhURBOmQvQK3RShjiErKQiq4l5mMNSGgpbS3UUAhZ8heZmORPiZRWJld786WQ8I7E7WV5lrcWg3ua64BKSRM7SiZ2L0KQCuUULEE5SrSUFtTC1Qkh6Vd+rdiC5diyPDAAw9gzpw5yQ+tc889F9dffz3PWsMw2zhj0TXQGqOjCs0mkrKHQkcQcWiyoUwjM7GKiiCiFmRjFKIVmX5KW0OpUQfqo8aEenMdMPRWUiQ782PbD4okX5Ii89BzFhBl6iTtYL6/q1XIvfZGaffdjMkiJILdppnaUpMmmb6gWjVLARuqawDgZz/7Gf7iL/4CQgiEYYigaEy301drd123YXuZ7LCC/r+IvL7frS8Z2myyKLYlMbUZchna11oRFDS0tr1jIns1MiFAgaR/hxBAvYGkPkSV6lPaAJtrstH5U40w6Wan90An44p0wuTJSOpHuYXWKYuoKDMqL7N8rMP23H27dTv9DH46NmWYA+noDd9Eo03s+QjnGPQ8ABKd42qxJIONanSSkCHxT6UOqMaUew3ufrYCWNcwzPbPdve/eeXKlfjiF78IwBSx7CjaADRGY0ShsjPOWHNJ2GFziCC1Y0bZ72YpTLsAGhIxqOR4xowi0ae0rT8UAlHDFgcdghwZBuojQGMUqNchmnWblmGyqYStXUQ/k5MRZelpQGgFqWLSB2kfbx9LsZkhriSVHcLXHjzp1N/WarXkXt5+++3JmO5uBEGAPfbYA0CXSKKbReSv89u5fxY99yOMBVlTAmZYWVK0OzE7aAa2CiBLUMKYGFpKaBkApYpZyrVsHQRpZ6ChgtnCW5LaSDIVYdKWAacMKUp1SwSHc8J5b5Qflabn3aLP7v3My0zS2phRWrcX28y5j5m7q7WZftg1dP1IZtE5FmV2+QLdFe3utdBzN9Lpfg40iWqRnLt7HcaHNNmPZnIDqvmqk4wpynRPvMBYQ8UacWQWFeu0OH6na92MHH300Vi+fDnmzp0LALjxxhtx9tlnQ22lkVCGYbqzcuVKLFy4EEBvuiZsabScZKEoAuKWMZm0DXZIoU35gaiFIIoglDUoVGRn2KvbDCQ7bA7KqU/oHKzQjAKShkXfhW72FNo3y/6tgTCCqo9CkSEWhVBuGqubDVLAhuoaAPjwhz9sT1tj+fLlPW1T+JO+KKPJX/zXOu2PdInfnnRHrQaUS6BZZCFs1lPfBDPMrlyGDCiII+2wu1JbIEjbYX3JsL9K1e674mgppxSCf81uhtSG4AblXFHrfr4oetSLkZdHt/vd6Vzc1/I+8/T/yA65o2yn3OP5mseuI0WjgHR7X8/RkD362xnql2Rw0VBc+n/jpom3WunffrbXOGob1jUMs/2zXRlSURTh9NNPRxRFOOCAA/DNb36zY/uwqRA1ImtGGeNJKw0dawgdmWz2xIwyxpDJNSKjKE4NI+i0341jIDLiyXyp103ae6sJtOoQzRGgOQw5OmqWxghEcxSiPgrZqEM2mxBUcyoKTR0qqLRvJ3NKIhneJ4U2PkegU18ECjKOoTQgpek8/GBmpxF1AHDSSSdh1113RbPZxLJly3p+L/76r/8aAPDzn/+8520ydBECRaZUroDLWYQQkHYx4kzADL8TSDNozCN9BLQQgAygSmWoah90uWZFG9VXIBNKOo/2ebmcmlZB4BT7dIqExbZzlU50OM+McsUGPY6lY3ajhl46ORlKwhV5Raaef+/p9JxzFJ3Eni9oitr6IovO3b83fvQzk21F415VksumYPzfKBbQ2lyPq+loIiLSjuZvDaXyhZh7y/zsezKt4khnSkaY7xtll5xaEhsg+mq1GpYsWYILL7wQgKkzc+GFF2I7TIZlmO2eKIpwxhlnIAzDnnSN1uY3pk4SYDSgYwTSlgIIYHq1MIQMW2kGsDmYMaPIdFIK0DYz2G5jDkJ9D1KRpLKZ5M4ZZU+u7XtItzVLjue7VYEAhkcQxQq6ZetxhlH2B7PW5ou7w/fdhuoaKSUOOOAAAMDll1/efQPhBED84JvzeubvHgNrHU4yTeeloXxUjFxKoGqyyIQQkAEFyEx2UzBxIjBxAkS1mmY7lUtmKZWASgm6XAYq5fT1vppZKnZYnww8M8rplyX1w2Psi9zO1TFzMp0skJosbgHIgqyjzL7Hst5v4wbAOr1XnQJzOmcInx899q5XKEcz0BA8MpDc7YBsJnyzab4gWq32bX3t4Q/9c00pN1JXr5vHZjPdF52Lb2QVZQF2gXUNw2zfbFeG1NVXX43ly5dDSolly5ahRsOSclAKaDVio3uS2WCsA6UpAmiKhUuhIbVZTFdjRFLyXNuft4pmNWmZgp9NmxFVr5tsqKjlCLkYiJtAHJpfxa3QvN5smYyp0TpEqwkZNiGaDQQtU3DUr8stAAgdO6m8SB6DEhCICIFQNPDPRkezE7p08jJqtRrOPPNMAMBNN93Uc0Tiox/9KADgvvvuw8svv1zcsChLKq9dBzJxuF4jj54xRcMCzC0yr2sZQCXGlDWnhM2kqtSgqxOhS1Ur2GQ6xTFFCQOZrq+WjKAOnBOm7KkkHV2kZhUdqxu+YdNNvLqZWJ44oppRiYB29+vcawmk2U9Om8zPB/r/4gsG//zysqD86yPB55pMrlCj/fqiMNlfuk+ao8YEaUUyRC/WZNaa6KOrfY3G0+a/eKv9FN1TVRqIYvs1ENnRnUojjpVZwghxK0TUjBG1YsShgooUtM24IoOqTQyOUcAtXrw4EW833HADrrvuup63ZRhm6+Caa67BwMBAT7pGaxtoizWiSCO25rkUKv1q1NrUw4ya6Ub0Fdmsp9+nMRWbtC+63z3J92uMbORuDD/isyvb/8z7rpPS1rRqmHpYkfnBraM4/ZFM35Ud6kltqK4BgK985SsAgLvuugutViu/Uac+uNMwo6KsqLEOnRLC6JBKxWQvVSp2WJbdTxAAE/ogKmXIIDB1peywO1mtARMmQvT1mWGRfX3pUMhyNZ2trVqxtaQm2zpTFIRzz9X7zEg7eYtwajp2ujSKnmZqVzr3xL2XQdAetPJNkLz9u+fn38O89f7+XTOq6BpcnVRwLkkQ0DeEaGifb075hhwZVDSzImU70UQEzaY3O7N3f2gmlyLiOJ2xcWQEGB2FHhmFHq1D1+vQo6PQIyPQI6OpQUXGlJtennedY9A2rGsYZvtku6khNTg4iIMOOghKKSxYsABXXnllYVulgCjUaKxvIWrZDCmtjFcUR3ZKZGM/BIERa9muhrKiTO0om+pgpkceHbERGuo4bHTRHTZEs5kkhZwo5QlInAp6V0oBEJShhYQSAVRQgSqZaVu188M61hKxLIHyuJJ3VQO6VAKCMspVCSkFKjXTiZNGoUzvIp5++mnsv//+0Frj7LPPxhVXXIFp06Z1fD+UUthzzz3xyiuvYP78+bj66quLG9PJ5k1tXJQdlF5e29+uIdLzD3ghzT3UAlAiE+x1ZyQCkNYK09rqZm1qcGhjJNDnJ+MaAmktjryinm6xj9hxQVzH0BU17gwqbrZQby6jOTdnOxpel5lSGGgTWQJwjFkk9aIIBZi6UfR5lxLJu9pJtNGHkCK6VJuD2tNrNHU0YMRoMmSgku7fHV7g7lcGgBbQKCO2OlfpwPxPtoFVpYWZGEoDSgl7CI1SSWRGW5ZLRucT7X4afV5S41pk3hf6UpHmNSEghOwcGC8aztGFuXPnYtmyZZBS4uGHH8bBBx/c03YMw2xZBgcHceihhyIMw666hrqHdW8phC3zPaNik+dbEmbIXRDbGXjjEEEUAXB+HI6MAG+uScoGII7MF2HTZj6sWwe8+Wb6w5UyK5K+B+jJkCJyv8McHUTDxgjSTFIC79gDYvJklPqqELu9DXLSJGDXXSHKdma5vj6zzYQJhQbQhugawGibarWKKIrwjW98A5/73OeKG+cEbHL7Z1+n5AzRKqwN2THgI9L9UQYLve/JtgKIQugwTIrem3M1tTU1YD4HAoAIoEumb9XS9tFRZAyIxLx0ztE1ayQVXqfgn2MoCYHMZ0cDSUdML9HLmeijc5xaLdUBebW03Lqt9OibRf49z3uk++kGAIuG2mmdLTjvvfekI4UbJEzuB5K2yeQyto2g+5o0Fya7wNdvbracEMlsi8nzSiU9LrWh/2N+4A9k/Do63Q/+5dwPQZl67r2nHx7+fjZA1wgh8PDDDyezezMMs22y3RhSJ5xwAv7zP/8TM2bMwKOPPoqy+8PVIck2bURoDEXQcZj8UFSxhlChTRsztaSCtu9GMxOesLPTiDhMjahW06RZAKDZa7Jmgu3dky9ckUafAmG3pWij00ZKY0rJAFqYjJu42gddrkJrYX5EK4EoqEALmRhSQlg/LAggymWUa4GZ/KRk6iZRAI1+s3fqB/7P//k/+PWvfw3AzIBx8sknY8GCBejv7y/c5tprr8X8+fMxdepUvPzyy6h2KDS6KU0p5bfr9hEXpp6ThkBki8ObTBeR9rFaJ6nBlEyltU53TUPeYIe7aTJ6nEF/cQQMD1mD0r1mGhNm6phB2UiUXxPAFViUutN0oty9pL0JkRY0p3N2DSlq47a3UFZUmxakRyGSe69pO9+QyntOf5OJRALGbUeiigp00muVSvoDJM+QcguhywDQAWIEUMntMoYU3X6tRXIbw9DsrlwGKhWRnoo9tbKZtCiTwAWY90wKdxhvOqxXJJUf8j6TAkLaYaRSOGtJxzv3zBXXXQRcs9nEzJkzMTg4iN122w0vvfRSx6niGYbZOjj99NOT6c9XrFhRmB1F3USjoTG03nwHmfiGQinQptakDhGoEEIpBCpKJ+WIrRs/tB4YXmdSO2MnGBKGxpR6801g/frscBzqp9yTGAttZlGBISWEiQAEdnjZ294GTJ6M0oQJkG97G+TECcC03cyMuTTRBRV07qA7NkTXAMDnPvc5fOtb38LUqVPx+uuvFxdXztEghaaU166tTd4w9U4IJ4JCBuLoqHnvtBssSY+rFWXnxom1lGSMS2n0J9xC7XYPw+utdsuEBFO9S/2waypJW1MzGajhah33Ot3+reDatTZF7clI8Q0pupf0OmVT+SZT3n7pkZ73Yka5+yMDqOA9p0xz4e7HOZ6gNnafSSvap830T7Sba0olpp/5fyWoxhjph3I5PT86Pv0woMCnsArWHQLoXnteADHvvgQBhHss0mWZm9G7MdVqtXDYYYdhcHAQfX19WLt2bcfsUYZhtm62iyF7r776Kv7zP/8TgBm2V2RGuRkMUVMBiXlghsoIHSdZDSZrwev+7I9+EbYgWk2IkfXA6tXAujdteioVBGyaxRSosakXFFlwUlRJBL72qtnP0HpgaAQYHgZGh81wv6hlXKWoZYbsKQXRihAMDUGMDEFEoalrpWNIZcaJ+4EWKtQeR+YFKcxj3hD8Iv7t3/4tMZeazSZuvfVWHHbYYbjyyisRFaT5zpkzB+VyGWvWrMGPf/zjzgdwO0N/fZ554UZg/F3l7buogxNWEFkTIJCwHTCF4czi2jDGrAJineTJmdkQSyXEsoxImsdYlqBkCTFsdlupChWUEwMszZrT6fA+6a537osvrsiAKqKoM3dnU3GETJ7R5IqbANnMqEyzomPTjHvueXcjT+y5xUnzoojuvaB750UQTTvHPNOAkMaMoiCx8P7DS2m+A2ztXLNE5vea1mboXqwApTU0Ddl1a3BpGJOZhuMpMjWdYTB0MloDWkHHEeIogqKaD9YINR8Tnf0P2+Mwvmq1ijvvvBNSSrzxxhs45phjxjREhWGY8Wf16tW44447AAALFy7sakaZRBXKpDD/BEnJnthm7sI8+sZHq4Xk+0g5GTTuEC8alkdZFpsiltm2D52cO5yHTMYG9QcxGW/pd33bUOeCWWSJDdE1AHDZZZcBANasWZNoz1zcH+i0iv72Z1/z2mUyiOi63ZoNnRZqS+3JhKhWIaRIgmptpyslZCmACEoQQQBpF5Ecl67A9l8iBhCblOGi65eerhHOawAynzUNJCU0clOhctDa1uiU2ftddC97CHIWvuZu28k0ydMfeX2uH3T0X8sR6akZqNO/tU6NTp0zs6OZghu6FUI3m9DNVnYCALfuFj23GXO60QCGhkwWnDvkzy+A7k4ukLdEkan75tagcguuZ863u66pVCr41a9+BSkl6vU69thjj47/ZxmG2brZLgypM844AwCw22674WMf+1huG/qeS4bmKJutoGGmv7WZT9TZUoJCcoNUbEyoVh0ibAJD64D1Q+ZXqbJZTTRDDX3RhqEtZN6wjy07lrsOjAwB698C3noLWLMaeP554A9/AJ5/DnjxReCFF4BnngWefQZ49lngtVeAtW8CzZEkmyVoNBCMDkGMjkLoCDI2i9Aqk4RlLt69Gch82fdiSE2dOhVXX301XnrppSRi22q1sHDhQhxzzDFYuXJl2zbTpk3DJz/5SQDAFVdcgUaj0fkgnUypvAhkgSnVUcL4ok2U0kwaKSEDCRmYukKZgJVjSpEhZdbbWymEGe5nBnpCyzKUKBtjKqhAyQBKBNC1PhNlpDpUkLB2jy0IakWbm+KcJ1Q6CaoikUTpPk7bpLC7ty9hXwvs2RUWJ0/uj2P2AGZmQjqsf56FxqB3LXntfKHim3OdBH7ObXSbUECZGptMKI3YmlCk67QiU8qYvCYrLgZ0GiFWtlg57OydsEN7k7fOFZkZ4WZOTIUR4mYTutkEwpYZThE6P67ytu/Afvvth5/+9KcAgOXLl+O0007DdpIcyzDbJUuXLkWz2cTUqVNx4okndmyrlJlwAUrbrwWraYT57iEzSut0KHECBczc0gLuV4NA9se+1u1myoZ+l/jHciFnTQhbe4jWp1pAaZ39HvN+ACeir4AN0TWA0TakNRcsWICQir3nXke+KSV6NaX84U5Fh3H2a2pCmbpQQgqIQEJUymZII2XHdsxC0UmtyAAklwQC+5ky2TzOUqrkRaayGcqAGQngbpo5pHbMqB6htm7mdOYUcu4tGZpjwTei8t43ty3hBxjdc3INJX9bd+bkgppTyf9i14DKI6nXRGaSSswh7RcqJyN3ZMSYR82GCbbT8NzRUbOYKYizM77QuVIGpWcGG9mjEbdCU1NTA3EUI26FZpZA/5x70DW77bYbHnvsMQDA2rVrk7ItDMNse2zzhtTjjz+Ou+++GwDw/e9/vzB12jWkMlOzW6shQJzqBpvhSnsSUQjZbJhCoErZaEGDCs0YIRfaL+hG3dQKoi/uxqgpWN4K0y/0deuMubR6NfDHl4A//hF4/Q1g9evAq38E3lxrzK6REWBk1DyuXgO88iLw8kvA6lchRkdM+m5kM7YadQRxE1KlxpS2wwelNMLN/XIXNgPMvT+99NG1Wg2nnnoqVqxYgYsvvhhSSjz00EOYNWsWFi1a1PYjd8GCBSiXy1i1alUSVexIkSlFF1KULUWZPsn1dTtOCZA56cqwowQcz8rZCCA57watrN+gnSF+xnexdYFKJehSBbpchp4wCapaMxXnSVhTcSI4ws28ae1uoftB7kWAuVDmoL0oMpvIlCLxGWhNFlkv8cnsuTl3qmM7/8Pmi3CKxOV9SPPqb7jr86KjyVlpM+BAyCRSrOx7RU2pDr2vO6lurlKAjrWZcS+KoWIFRbPnKTNLehxrxNrU4EgcTAUgUlBRbMwlt86cotluQmNyhy3oZtNMb940EyToRh16eDgtUuoKyR7+A3/0ox/FVVddBQC47bbbuk4dzzDMlkEphSuuuAIAcOaZZ3bMjtLa/GaETruMJBFFa1sj07TPDSy0bBY2De9yv73TiEs6PhnImiQbjYbvkSWOhTtTHA13lulrGkiHYtHelNMXuLOtdWCsugYwxeaFEFi1alVS6LyQHFOKrjJ7jU57tx9zM41ytJFwtyk5QTZ3nyWnvhZpgR5EnyAt7BgfmZ6eTLOqrdsFmwFOw+RlgLbJWTL3we6twHjJudLsSZTK2dqSbfsvWEfGqj/8Pc+oy9UTPeC/h24GdxFFhb/pnMmE9Y1YIC2V4BqzzutJKZHITr5kg16aasG1WsC6dUZnrF9vRmtQ7TGaMMCf7YVm7SOjigypeh263oAKIzPJgjKDSFqRRqseotXS5mdRU6FRj9BoabQi0y65Dz18Jg444ADce++9AIAnn3wSH//4x3t9dxiG2YrY5mtIHXPMMfjtb3+L/v5+rFy5MteQogSKJAAQKsSNFnTYgo40tFKQOkzEl5BGHQUAEDYR2OiX1hpi+C2bHgEgtrPijY4C9WE7/XCUZkXEyo7ridO0Vip4Pjpq2gSBEQqlsjEp6PRrfdlOvFIx0/WWbSHCKVOgyzXoiZMQ1/qggzK0LCEsVYByXzqUTJQhSxKRrKBUlqj2BclkKyII4JaSoaznsfDAAw9gzpw5GBwcBACce+65uP766zPvwxVXXIFLLrkEUkrcf//9OOqoo7rv2O1IiwRlF6GZiZ4mwkBmo605kB8S0QRCTpBVKxpClUZ2M/+DKAItTDFZE6UmAWPzrKIQcmgdBGXTCZWKKxXZWmTKRKco0kv4s6TkFTPPM25KJjIqgGR4XpnuIe3HvRg3stfDV4SyC4SAdgSzdl7P3GBf1CXTU8usKUdDDF2x7Q5DoP8/lQqSIue0nVtHShrBqgTVkAqgtTD/TWOResv2O4Bunck8ACBkclgplBkKIzTKJYWSVNnfcVpBQgPCztAJ7cxImP7ykkJBKADuEBr6caXT/UmY6DT95zRGp3M/6IeGK6w7wMVAGWbr5jvf+Q7OOeccCCGwevVq7LrrrrnttKbfiiYzamTYzKQrhEZJapQQJUEzKWLIqIUSDS+mdPHh9ba0QGhKBQwPp51frE09KSlMkGzN6rRvGRk1+oaG4fQCdQj+b3rSOsL+IyRQLVtDgzKK7bD2ahXYeQqw805AXw3lnXeBfPvuEDvtlO6uVk37lL4+U9x8DPSiawDgq1/9Kr785S9DSokVK1b09l3qmwTuS0D3H+HOTGsZIyoviOcbYVobzTEyks585p+TtsMgExfT7D9yfEPljn8HAG21wuhw1iB0Z92jyV6Sfcr0c0CjDHrCObYUwMSJ+f1eHJvj5N1P0jZufScTRWy7FxlzyL+X3SDR4GdCe9tnEsacGQXT2bMFhK+ZkksRpp09lnDOT7jX5GthDRt9s1opDCGiKM1W8k1NNxCaZ5jS9ZbL0KWSqW0LIIYwv29oJsYkCCyzRmJQSj7DQgJBSdjAoBcZLGDp0qXJzJn/8i//gr/6q7/q2J5hmK2LbdqQevXVV/GOd7wDAPDrX/8a73//+3Pbke6ifiVqKehmC6rVNLWj4ghJOWYr5qTQEK0WZNRKSxCPDEPUR8wfDZvpVK8bA4HqRVH0odGwxpUdK92y6+p1U0yUCgeWbU0hab+0yyVABGa7SjXtpQQAUTKG1KSJwMRJ0DvtAl2bCF2rQu20C+JSFVoGiMs1oFSBUgJCAqEoIy73oVKVqNSCdEY9KVGtOZlBQefZ9opoNBr43Oc+h6VLlwIwP3i/+93vJuItiiLMnj0bAwMD6O/vx/Lly3svPtiLMeW2a1utjQ1Ew+RyyOvnks+KfUvJr4kVMsLC1xhmf3aabZA5ZbNvoBPDSjRGEAwPmc+CdHZAAh86dUNc04kivq7L2sWQEkJA1GqZWkyUHQUgu08Xt3ZTFxSQzq7nDNfryZDyI5T0Iew0O4sbLaZZYUhYVatpu8DmegUlW3S9hFgE0NoUWFUaUI4hBdj3lLw+BYQxoJU5BxkoVErmigKpEATaiCZphvkaw898WKSV7lRpDHDupRV3QiuTdZlJ63fvjdksAEyhc3vvpGveCZHOmNNtdgKY/4+HHHJIUuT85ZdfLqy7xzDM+BJFEfbYYw+8/vrr+NSnPoUf/OAHue3oK350VFOJGDTq9D2uUAmUrSsJAAqBjiCVHdKvYogoNJNsjIwCVNuyUQfWr6MpSO0JhQC06Zf++MdUTDVbdka+OJ3t1T/B3AkcRI4hJdL1QpghYKWyHeJlXwskEJSBagWYOhWYMBGY0IfyTjtBvuMdEBPTGfVErZr2E5UK4JhVvdJN1wDZ79L+/n488sgjvX2XdjClem7nBqrGEklUKs16oeFYScTNBGjbzAukQae48LRtHzYybB5lgNQ8IitLOOeq022Smdt6yT5yDk4z6xVdp70mT6Bl15He8DOy3fvgarBMX90B0h+0nR/0KzKk7P8lfyY9s8v2+yMAU+OL/nZ0m/DP2Q04KoXk/5w1pLR2ZvxzA4K+Dqd742oxwEyqJAWUlIhKNZtqDvObJiinmqVsf8sEpWyAuFwBnAldIAXKJaBUDtruhY/WGieccALuvPNOBEGAoaEh9NFsmwzDbPVs00P23NpR73vf+wrb5SWMaLs+W64aaeQgDCGiVtr1hSFEs25eG1oHvPaaqf+0fp0RdfVRE1lcs8YsI6OmY6nXzfr168wsNaMjRsg1GrZ4uY0yNpumzerVZurluh36R0VrlDKRysYosPoN4PXXIF57FWLoTYjRUWDtWohW05gNsZ22mTIxVGRmA7SRL6WTeqBJ4haNDKJh4T1lT1tqtRqWLFmCCy+8EICJVFx44YVJdlKpVMItt9yCcrmMwcHBztMk+7iRmE7DBPyojW0vSiWzSJnbpKiPc7yVJEib9OdCwAzPE7l+jZn5UJrXQW1oOJ9dV5sAXSln9Tp9SIVzEm7mi3sgVzC6J525BlsfigwbpMInOxJR5N/XHj8EjtTsjbxopf96Xsq8n/qeV6TUj+BpJEakAM13KNLbru28d7RruiDnNAUACI1SWdmInTGiAqmTQYDm95wGdAwhzBBgacrZGzOK/g9rlU6pHpuptlUUQlONuf+fvXcPt+Uoy8Tfqu5el307l33OSQhJIIxIAhFCEkAJXgZ0eJwRxcvg6BgxAQVGJfwScgOVA0pISAAD6sBoCALDCAKOiij6qDBIlEsSJIEEhQBJILdzknPZl7VWd9f3++Orr+rrWr3W3vskwImu7zzrrLW7q6urq7ur3nq/22Cd3/H1Vf6srgODdTid2aqqQBJQVF7a4dCT46MN71me5/irv/qrEOR8ZuI+k5kcPfL6178+ZG573eteN7EcUTS6DsYlJEOf8diBNxuJTSgDn2CT4SAO3DLeB2Y9sX7gdKNqMYs4DutsXbqBYv3ZRranIue01hNRomiR8dzyxFUUfuGaAzVxojdpU0iR65ouReJutAVgsxGuAXgsfd/73gdjDG655Ra8+MUv3lTdjTls2kK7AUSSjwSX36pZu9yvPI/KG32+9NzyJzRcSdqcWY6B2Sm8xVKmjtJHq3qNEJP6flDyd5v4ukQJM7GYPPMbAD9NrKTHh2DuvvwmLHUax0/7Wwlzxi6A72AZFRSfYyCzHQPKe5B+0mdfrOxq77Gh4kTRwMeNWl2NaxTZJi55slCQ98vHo6qrCqNRhWpYAcM1HmNKf57RwIc2GQFrA2DFW+lVNTeLAKqqsORhfR6hrIDRyHmrvWndbfD+978feZ6jrmucdtpp0+/PTGYyk6NKHraE1E033bSp2FEyxjfFZ9Vr84g3AFUlbDlSxb3Wp6qBe+/hAOTf+AbHfDp0kAfsffuAe+/28Z8OAQceYPP2/fvZkurwisqKRtH65cAB4N57PVnlfbBXV/nvAw9wvKrBgF0BSTFqg3Xg/v0w99wNemAf7GAd5oH7vX8RYKoRrHEc3JQA4ycgIp4b2GKfxjgOcQ/X69/NWuO/4Q1vCODt6quvxhvf+Maw79RTTw0xMd7+9rfjggsu2Fyl+sYIQBA3JRWMPJgCBxfImNp2GvE0TaxX7rSGbTAGDhY12ZTSlALen58/DeLTA2/Tn/Ppdf0emZVTgNEGolKg1PLbWMsaRDGD9ocWQlRpk3Bl8r1p1g4JdFRlTbJvrIYWDexEsJiWTQGi9q8bq1tIK0BsloSEgicJDZq4VTxGJARGlrFrHltEOVhLyCx/WxODBJOK+WW8yx6jrFoRy3VM2edfMg5YXnoX4irGZ6g9CV2WMc6DT5YQCCkNCgU0Tguw6+XEE08MGbz+8i//MgQ8n8lMZvLtk1tuuQW//uu/DgC46KKLcPzxx08sK69+Y2z12gZrwZaXjR2GMcBwwNZR4iYlg3XtLbpDCnc5VFmv9vvK5UZXb+JEOYkgkfkNwEQOgry2rKxjetPSj3u14wE5z5mM8m7MHJO9jtcj9WhNpI59o7Vum5BpuAZgbHPFFVcAeBDYRhNNbaTQJGLqSGN5aTfvTofvq3aPn+D+HRVPfsLMLFu7iNbO+lhSylqNn8mE0GnMzZqsVMRV7ITx9ne6HNZimmhCSbuftWGMtHzjomlcSbYRqJyGY9qs2cUCS5NRcqg/hvQzLRgPGLOCInmHnGNrN+XiiaqKxNJwyITTgQeA++8H7d/Pa5eDB0GHDvHa49AhXqMcPNiMJyUYxV+DqyrUZYlKLCbrmtcsdQWM1tlDRFwO6gogv299DRiuwbia2+0c2KvBv8oEUE2oSsJo1FyvtEm328UNN9wAAPiXf/kX/O7v/u70A2Yyk5kcNfKwdNkjIjzqUY/CHXfcgVNOOQWf//znMcm/WsZNPZbXlUO1OoSthnCVg6EYZ8HUDlhfRYaaF6aOgMEa7P79wO1fZeul0i8w4XjQPXiIrRr0oF87duWThSIQXfSkYbrrs8wDhIw1TWLaXBTA4gJvN4bN1Ts9FTAyBxaXUG/bgXppJzA/h2rXcXA2A+UF6ryH2hk4WyDvZrC9AkWP25B3DGymTH3NuJJTN28T3kAAYoyaLMtwww03hLgKRISXvexlePOb3wwAuOCCC751gZWJGphgC4eFebVUxKZz3pMhlowuel6s9YHjibylDEUlITnko3UmLdbXOfNiPYoPrJxEa3r1w6zNpnV8AwVyrFhGiesefMDyFPBoIifVIIuWUfZrMYZBhGETbXk4NM07UfcpgE0/cHob0Aw4rwlHDcR1PCnR+ormNLBKOXPANkdFOZuVOyGn/CX7FloTvQcqJ79deB0zy/eO6Uh/3w2CW14GdteE8Vk7dQp15913Jc5cY/HE98D6v+NrJgyZ7wbVZ5JJqQG4pQ8WFzf0vyUiPOc5z8Ff/MVfYHl5GXfffTfyI/HZnclMZvKQyM///M/jXe96F04++WTceOONE13bo9dVTE7CFlNsSWDhkLtR5JQyAOvryAYrPF4RwYolJogXjGEx6TgmpgyMQowDfNJ9+/hbYkdpckcwkDRSGha+hciSecVva7jpWMD6rGkWkbwoCqA/B8z12WWv22cyZHEJWN6N7vZ5GD9HmEKNY1k2eTzUY+cGomPvffCDH8Rzn/vcsI+IcN555+Etb3kLgG8httGWwVsxawdCNjV9z8iRV5i0E3YjgOdPuYcSYF7IHHleyNezvu7r8eBLa/aMQQhpAV9fqyTbg5veuEJ5/FDT1DZpVwnBUsA4uNV9KRhMv2jTyExN6KWkqBwv38aEc1kho5L7qK/O6jo9TjD6nABQ+3q8taDRbZB2iOKLYxYwEZT0V4hTqa/bK4RJFMIe+5G1qOT40BZPUObWk8feTU+2QbBMxu63BWM2l+VjQerJAAYWWc5hRqatQ4gIL3nJS/C2t70N3W4XKysrM1wzk5k8DORhaSH1mte8BnfccQcA4E/+5E8mklENFz2tiBCbBiK2JBquw46GsGUJMxwgq0bAqEQ2GMIePgj7pX8FbvpnznAnZu7ra8DhVbaCWjkU3WUGnoA6dJA1C6ur3v1unbUM+/ax9VNqCivxpUZDn2nLg8PhEFhbRwhqs7rOxx9e8SZM7OpnDh2EOXwIdHgFWDnMGoeqhKscqtqEYO7VkCclHWtyMyIJOIKR1xT5vd/7PZxyyimo6xqnn346LrvsMuzbtw/GGLzpTW/CueeeC4A1jy94wQswEMLumynGtFpgb+IwAC34I+FsjAfNZNhRy2iAbTxVFQgbiSjk4USvzyC7LSipPslmNaFFAczNgbKMNU2GzyfaNFkGBIJIEz36ojeQVjNyRIW7/EbLbwBNbaQGcem1phZSbTdRaQj5G/GbkRaIjP9Wdbd0q7H69lI0vJOmGecTI5L3TOC4cxkAGAcCwQiBSBRBelkp1xG9kIgko6trkHOcjlmb1dcVqHagWrSMLZpP/VlZ2dBSyhiDd7zjHbDWYv/+/di7d+/U8jOZyUy+ebJv3z685z3vAQC84hWvmJpZry2OeOBv4K0mgvYDHHJgNPLOylKR/10lRIY1bIEix2aWF5OAt6aZUxY0sqj0g2g6j+hxPcs8o5+QUV5poxoQzSOc7PMuYYZ44VrVPnZn7a9vhOGgim1IO2YSUUMUx8wNyBzBNUSEH//xH8ezn/1s3H333f4UBr/927+Nc845B0DENkNvsf5NE20prANGb/ZYsZLS90ky8c3N8bcngKjocGyvrOBP3mHiULLo+Xk2xAQoCiYCu92oHNLnFqCwISDzz0KWAwsLyk3PJN8t1ycWdeGcSgmm8ccELBN+p+1LlWjp3yl+maTU8yEGTIpl1JWHbUIkScDz9Mqd88RyxSEAGhiijusJsXCqqhCzlDR28ArQYIUtYQKcY5e6kc8AXJZwdQ1XVajEglFr/uEAVyriy59PEipAFmQVK/SrEqCak/2kg5sDCISyIgwG019VeRettRgOh7jooosmF57JTGZy1MjDzkLq5ptvxpOe9CQ45/DSl74UV199dWs5TUBpq1UAoKqCO7wCUw5AQw5czoUqmEOHYA89ALO6Ahw+ALP/fnbFO7wCUB2BUpYzKTXwA7/zJqpVGV1oAP6tF8sCgMSqQwdmFiupbjdqBY3hc/X7wFxPTYwGQA4s9FlT2O2hXtoBt7AN1eI21I98FOqsgyrrYZTPwSFHlgMu66DoGCxsL5B3bSMYYpvFeJtIM6fJl770JZx88smofad3Oh38t//233DJJZfgcY97HP6//+//C5ZSp5xyCt7xjndsLvvegxU92VPr5jEpq4h9Ae4f8XiQv0WcB2XWequoYLXOpEU8mUMxXIeFf6ZcCaCK5KUAD/kIuRA0W675gIv2UQNSBQ6sWEYpayluuwdDqem47pQWMBV+hWCWkXDT+0mXBWJwc2mrdKBexKS/5V3R7phShy4n8TCKgjNSZmJpWACwqJGhNhkcskajxMLdGAprIyaufd/Z2F/WOFhyMFZbMTkYb5UAqpCJa17DMmrYdLvVmlANvpzKnIRxjYEFYIN1pPG/EyJPrKR6PV5UTCM6wQT/q171KhhjcPPNN+Pxj3/81PIzmclMHnq54IIL8MY3vhHLy8u46667JgbHriqGF8xDNy2kypEDOcBSiYwYl5h6CLO+hszxYs9412JTrsOsrvm5xyBk7xASfbjOC0iA/y4rxkBra2wVHoKfe1c5yQIBRNCVTrIyuLYtwK3OwGUiwSFjf6/LY/z2HWwpbizQ6wDbdgI7tgO9OeSLC8gX55oYRgiWafGGgDjPTAFABw8exFlnnYXPf/7z/hCD5zznObj88stxyimnwDmHl73sZcFS6luGbdqIDj1vp1bPIqI48dpGSo/TVcJn2vPW5q0m58af21AkmwAGT8OBNytX5E1V8zMlBGobEMtyjk1VFPHYxglTLamQQoosahAlqo+0hlXmybSstkBPrZu0yDYNorXlWqrN9XN/IJaEaFKWVKTaEcr5uiVbcuhLIp+Fx5M93uLKGBNdVTWeVO9nK/yV+q1lfCfnEaxnLSjLUGncqfGIFQLa/513ODaclYROIbsS3+OiAHU5Y6IruqCM38Vg+EVc1tgM3e7Gr/OVV14ZyKjPf/7zM1wzk5kc5fKwIqSqqsLTnvY03HDDDXj84x+Pz372sxNBm7aSFcUCI7YSGA5Qra4iG6wBZQ1TDYHVFdh77oF9YJ8PgjmI/tP374+svvhBHz7MYI0Mf4vrm6gvZZUrfl21Ol4mK70ol6x7vR6Drl4PUdtkWWPZ7bB2MIAmf85eH5ibBy0soVzeAyo6qBZ3oNp1POq8g/XeDjibAzBwJkPRy1B0LfpLHfT6cVLVWHAj2Qwptba2hte85jX4gz/4A+zfvx8AE1N79+7Fy1/+clx99dV4xStegbIsYa3FhRdeiL17924+A9+RygaPvMYaRM1kQmLYMho2lWKCz0TtZy0h84SUAUBGu/MZdu8aDWFcDVv7LEaom257o1GMCVQmz5EERtMgSP5OTANtXbP1zhh49MAGCtxI3boTUlND39qQQcaDlWgBpoonfzsgkrBau5taSuntosnVMcJSzWRRNF325D2BZHExqJChNhHUkv9PuiwQUoiElAEh8wp7A0Ju2FXXmFiBJYJBDevjIpjgogCEmFGBjKLmfWwDytJCIaXUC+kN4VV6ZE8qa013WMD1YnyQKdZ1dV3j1FNPxa233oozzjgDn/nMZyaWnclMZvLQy2g0wuLiIkajUSNmUSoCL8LasibmkjjiAOqa4GoHU66hUw8BV8Our/E8AAcj8e2ogq1KTtDScPeu/SDtKx2sRR9m5xe8dcnYaP/9PBHqFLS1J+KNaZJSWtkhc0tYoPtFa2Hj4AugEchPFHbbtkV37KJgQmrHMgfS3rkT6PZRLM0h63Wi1YmsXrvdjW/EJkgp5xw+8pGP4PnPfz7uu+8+AECWZXjNa16Diy66CFmW4Q1veAMuueQS1HUdsM2rX/1qdDfThiOVjaB8SqKE8BIS86fkgNat9RjURHA+KY4oa8bF8jMk1m9iPRfwswfjtVeqDX1GYX+OaDEFr3zy835QZel5zKhjwSSYbLcKTwgIS/G3TPzy/GtCKnXZiyCh2Zcat9T1OBml8ZgmpFIySuOAuoYRK+nkao3GbHqnrDeUtbVst5VXdEqbtHYeTDCGOuRa/DelvWwMyPcTwVvf24zXJtrCLrVkDyEFuvG3ZH6WK+p04fIcpjsPlxWgToe9CIizhRMBsAYEC2vthro25xye8IQn4NZbb8Xpp5+O66+/fnLhmcxkJt92eVgRUpdddhle+cpXwlqLf/zHf5yodZJxXY+9delgBqvAOmeTqMsStixBhw7A3nkH7MEHYCSz1WDAWkDnOOD4yGdpESuoNZ9RT8CYBjFiAQW0W7IA4wttbd2QZbyA7Pb8Ijz32Us6/N3rRTBmxEDfAr0uE1KPOB7UnYfLcgz3nAjq9TDq78CgWIQjg5osbJEz39XtYnHJot8fnz82I5shpQBgOBzife97Hy677DLceuutAIAzzzwT1157LQDgnHPOCYvgk08+GZdeeime97znfXOJqU0+9pVPQiKElHAMo5HigHxZo2ZuYyTwNaJCUDnKWQKoHCGrR7AC4kHerHmoHuI6ElIa4MuzpAFlGkcKYMsoAVJtJl0KjBgBSJookTJJf5G2YqLoBiggJpRT/SPHkX7QNhPEVYiojgI9+kEVEFT4dyT32aCyHMg6EPg2QgZkBYhM4IuAiOGEkGIDAtZO5h7w1A7IDMGibli6GeKYUcZVnpDyrGVNfoU4SgCgAsFpzA/124TOI7aEUkA0U9cdLNy09ZiMK0LOidvFFLnuuutw1llnAQA+/vGP4xnPeMbU8jOZyUweOtFxF1dWVibOfWLoEPRbNanQMI6VG6MRTDlEhpoz71YVGykYgnE1DAi2HgKlA1YPKcLJRYuVsOQlTqDi6kgW1d7a5f4HOMOwdkuT/emiX+avdLGvA1s3xnRvSQEbx/KFeaA/z/vEjbCwvK3fZ8up5WWY+T6Kfg+2W/DYKAG7N0sGbYKU4u5y+NCHPoSLL7444JrTTjsN73rXu3Dqqafi5ptvxi/8wi+EhbBgm5/+6Z/+9hJTUkZwqWCKugZJRsJUUUKESiAKAa6NkDLqmSFCiHsq/SiZn3W3Dj3W0VZTEosqnFspcjQVE8zPNSkllfs6hYwyGL8moPksFkXsk7SP5PnUmEgrAVOyT58rJaYoxnUKR+i4oTp+V4t1lDFmMhnl5DzxvbPr61Er3xJzg1L8pXqwYWGmt1kLl2XRNk2C42u8lmX83soFiNWUZIfMPUlsDfONeQfILajowfX6oIJjoAopJY+EMxny3DIf3Zv+ms5wzUxm8vCRhw0hdcstt+BJT3oSyrLEJZdcMjUdsuaAiJiMcgcOwgwHMCDUgxHcgQPI7roTuO9e2JWDMJLmdLTOhJP4Wx/0GkQD9s9eX+NyYSJVYqyfdC0A1wy6VFXNhbS2BJGBXFtOzS8wkBJz1/l5zwDlrI0QU3ab8/kMgP4cRsc8ErS8Bw4Zyt4iqmMeiTrvYpAtYNhZQF0bkM2RdwxQdNCfz7C0xNWnRiebEWn6ZmQwGGDv3r248sor4ZxDURS47LLLcN555+Gqq67C3r17MRqxi8Dy8jJe8IIX4EUvehEe85jHbL5BW5UNHv+y5Dm+HEWXvUpZOxMI1iYAAV4pZB1spkkGRUgBQFXBjtY9ESQaQOJ0uUQRlI0GkeTUgSk1cSQgMgFTligGyk6tp9J+8PsseTNvTXKpBUNrjxFxuI/k4QlnExNvbfqdEkvpb00+dbuRvE3qDMyokDJiLZV1EbL/kEFtLWrD747KiB68TIRoIk9IsZulL0cStDyxPoODpRLGu8fwgo686XyyTYB6WPShCXBF/D1s9KS1HB/GWh+ryhNUnpQKfSGp2TUpJbFApqgTiQhPf/rT8U//9E84/vjj8ZWvfGUWCHQmM/kWyC233IJTTz0Vzjm89a1vxYte9KLWcmIdpY2tRyOCq5j8NtUIphqhLold8+oRinIAqOHBVBUvbusRk1Vrq2oscj5hiywzhVxwKjSB8xgHHMtSYmROIpycx0FiddsSG8abfjQVc8afv9P3Y7l3ySZPvne8FUanAyzMcaKXbgEsbQeOORZFr4Dp92Hn+zBiXbUVEsgHb96MlGWJX//1Xw+4xlqL888/H69//etR1zWuvPJK/MZv/AYqP4cLtnnJS16CRz/60Ztv01ZkM9ZSWlEqFlLOT4yVjwnk7zV5HYvM804wsSaSxDJJ8UvRbY/i3xrrlMqFb0wUqQnoiTqeL2hu9PnU8dZbV+n+aFjnIT6TYtmjXU011mrrQ11n2ufyvPv7bvR7IYSUPg/QjPckZJQQUP66AwKSc2q32aAE5/fO+HczzdzXaGbbNqVoNEAMzaD2V6mle6o0DNbsWTRsM8a753krx/k5XsMYeAViDsozuN4CSLntCSXnAFTOAsiCrm2aUnyGa2Yyk4ePPGwIqec///l45zvfuWH2GY2H6hpAXaO+/wHQ+pCtnw6vAIcPgfbvhz14EObA/RwLYXUFqIYKPAE4eABYXYuEQClmxkOEWFJiGuzIBx/22kEdJDPVSoSAoOq3yloBgP/etp2tPWQQX/DBROe8SRO0FoLLVEvLqE58FFzegzMZRsc9GlVnDiU6WDULqDt9lC5D5TJknQy9hQLz88D27U1SarMimHArx3zyk5/EOeecg1tuuQUA8Cu/8iu4+uqr8cUvfhFXXHEF/uiP/igEAzXG4KyzzsJTnvIUnHHGGXjGM56BE044gbONTBESUmUr0vIqjEb8KJTqsRAuUvBAg0fxxzEhRbCZBjIhnD7Pz87Brq/CEoHjIHgwKPGGRKqRdw9VD3cImK2ApXaJkPqBcC59fGvPKILLCghqiSkxacAgAClsc4nFk5POEaseLanVk35H2pDHJMugTkcFXZUguwbOcKwCgkFV83lCSCcYJqT8+ovJqUhIGSJY62Dh4j13DqYuYVwZwSAp6yeJLVe7eKKyig+Sz4ITtLdOjSdAMzA+EKyhckXaGYAzS2kiT8gnIem63WglNeWduP3223HSSSfBOYff+q3fwitf+cqJZWcyk5k8NKKxzec+97mpsaPE0IHIRxYYOVhXwpQlqKy8OxVgXYlstI7clbwuB49BhkrY2sHW3hJ3MODxCWJVIaSRU4M5xTlHLMU9gYH77+dJcjRi96uQorRqklFAk5CSmFOAIqJEwZD7uEEdhGDIHZ8x1uiYNBkvbHWMqH4fWN6F7JHHwhYFzI4dTEqJtehWRGJ8blKuv/56nH322QHXfM/3fA8++tGPotPp4JZbbsEVV1yB97znPSi9+71gm6c+9al49rOfjSc96UnYs2fPVNxCRFhbW8P8/Pzmr6MN4mtralFmVZw4ozGH+fmfXfX4+XDkf/NFIDKeBsFqKWAJAIZiP6bEjsQoGxOjvgMNMr67yXw1y1tFhGjrcAFuqSW4vHcyd0vfJS5uYXu4/mRbaoGl1gI6i57R5TXxpd0I1VUF6yhtfagt50MsMP8uD4cwQoYhEWXRJZmSdV+QJ6NkuzGmYdnuANSCv7S1vCjBxMowkFbWhzXxJGLe4b+LTnTdy3PA8DrI9fpwvTmQzUFGXAT53LWzIGRh7TE/P/01neGamczk4SEPC0Jq3759OP744zEcDvHOd74TZ5999sSyeo6pKwL23Qd3aBV04AAwHIDWBzD33A3cezfMwQNMRA3XY3DHdZ/Rrio5TtRg4OP5lDEDnnMxWwwQv3WsHwlcDrRPXqmFiBBSenE5NwcsbgOTTfBBm7tAv8eWUsYAyIGCU6cSDOruHKrjT0K9bSecyVDt2I1qcRmrZg6jKsPI9rBG8zi0lsNmQDHfwfy8wbZtwJ49kZTSzU4VQfKteYXNuO5pGQ6H+B//43/g7W9/OwDgx3/8x/H+978/ZPy69tpr8T//5//EbbfdNnbswsICTjzxRPT7fWzfvh07d+4EANx///04cOAA1tfXcfvtt+PFL34xrrzyyq01TIlopDUW57ZTwO7SN5o/AbzCJ2MSI952b3UDCnED7NoKLDkAXjMt4GQocaXA20cqO4mASN1Q7banzMEN2OJpzHwcCG1o1BMugDVxRrv7OQcdZHOsv9C0iAqBztVz76Sz2szx2lz50qD/WuS9EeBjjAI4nqjNVDyDjMs5Z1CTGbt0Awo8szHwBBF8zBW2eAsLLiJkdQlQyVmqJD5GML33v4OllAePlSIe5f466blxNtiE/+LfhbKmDDGkdIB3bSXW6cQA5xupEwFceumluPzyy5HnOT73uc/hlFNOmVp+JjOZyZHLvn378MhHPhKj0WgqttFGsBLUvCoJbjSCGZVAXfHQQo6HubpCtn4Ylmp23fOuUhYE62omo2qvZJNJDn4eoTqOU2FM8gtJ55hEKCse11ZXGSdJ2r/BIP4WQirMT36hDPjfaBIZMk7rAS+zHCMTJpJYpTcTywxgCk9MKRe7Xh/mUSciP/F4YNdumG3bke3aMZmQSnGciFicbkHqusarXvUqvPa1rwUA7Nq1C3/7t3+LJz7xiQAQsM1b3vIW3H777WPHC7ZZXl4OijfnHO644w7s378ft99+O1ZWVvDyl7/8QWGbhkWOxqx1DdKBsf0kyW568JO8Y4/0afVrnEBg/AoblTAipeAcTTxp0YRTCxBtlNMkFvzzodoDNN3sRGTOzvPY7kopBFO8NUnasJHUpfu7LXaUJq4SS0JtEWXgMVmarUmHdVAWb40eEWwlZTyOIL1ogiej9JpFvx9+fVJpbKdJKSBiNSGZGnjPBzq3xocjKfj9zr1i0WaALeA6HWB+Ec5YUFYE1OycAUfBy2CMCaGo5uam35oZrpnJTI5+eVgQUpItYXl5GXfeeeeG1lEA4CoHt28/8MB+uP0HQaMStHIQ9m4mozib2Sqwuu7N0Qc+u5mPlbC2AqyscvwEwFusUJyY1OAcBmzRBsqEoLUxcswkUkoHAxSTUmuBHTt5kW3hLT4sx5ean/PWFD6TWKcDB4saBeo9x2D0iEcBeYGqv4hy+y6s2O2oaoMSOQ7VCzgw6MNaoKQCvTmLxUUe1JeXgaWlJN7ghL6WJlpvTb8FZWKQl7/85XjDG94AAHjGM56Bj33sY8H6yTmHv/u7v8NHP/pRfOYzn8E//dM/4eDBg1uq/9xzz8Xv/d7vHVHMBq08FMM4Igrue9rVy9iIq63HQTYDDBysoZBhGyBYD6yMq5EN12CqGjACAGtGfpJGV0x2hkO/z6ERLF9EgxHf+EBIAYqlrZugaZK1lH9ubbJ/YhYeAa7eLY+vtAkxG5n40odFv0ta4yaARt75NkZULIGMj2PQ9ZZRWYcBD8AgKGP3ViLAwcCRATkGX2wQxcQQEd8j4wG5q4njrxj+hjE+8GjpL1KRgcJSVmUMQCb9LoHNx/rNJX/H7waQhB8G1LU3zPll/BCGWAgpydzZ621oJTUcDnHaaafh1ltvxfOf/3y84x3vmFh2JjOZyYOTK664ApdccgmWl5fx9a9/vXWekqFboMdgAAwHBDcsgXIIU9dwjlCWbJWbFYAZrqFYX+X4dj6hhrXeHZt82lhJ076+jmCx6UZx0gMQCCkhpaxf0EqihtGQQxysrvJHxrqhV95VZXPekbAGegy0GS9IjY3EFQGA8yQBeNtoGNsthJY1HCi5sD4mjR/zOwWKRxwLHHMMsGMn7HGPgN2zm0FOGxZoGxO15foW5S/+4i/woz/6o8GF7/LLL8fLX/7yYN0i2Obv//7v8dd//df4/Oc/j3UJPL1JeTDYpuFGIHOXJxLJUZyn/EeCmctxBIN6TFuiNJlCcAY3Pj3nIe6rRmpfwnIJTyV1yrdB85lsNCOLJGfY7tsj2CIljjSxovulod2uG/3RaFPaPr2trS7nkwtoqyQxf9T1EDWz7DoHq6zWAoklZJRWOI5G0QLLr0W0dZa2WEu7fGxBmGAysha1xnJCPsl7opXrgkUCbvNxpDLvlivYJJdENOyOh04Xbm4RlPlENL5uRwaVs3CUwVoTlk2Sv2WSzHDNTGZy9MtRT0g55/Ad3/Ed+MpXvoKLLroIV1xxRWu5xlzhHNyBQ3B33wV34CATS6urTETt28cA6tAD3h1vFM3C1weAmL7s38eBO+uaTdHFHa+uI+ugfaiNYaSoJyARvcDW3/I7WHcUsU7ZNjcHzC/yQJ13/ERr2ccus6xx8JO+y7uokaFa2oHq+JPg+vNw3TkM+juwtrAHVWVQkcWB9R5WzCKMtRiUOWyRNdz1TjwRWFyMFvBtVsmphLA9Gaatd1vl9a9/PS6++GIAwNOe9jRcd911rS55RIQ777wTN9xwA+655x7cfffduO2224J7X6/Xw0knnYQ9e/bgz//8z/HhD38YwJGnXtYKXoAto6rSG8nVALxLl769gVMxPnwBfNBrwU7EwcOJGFzYqoSpShjU8MibvxyDitiQAZ+08pY4LiGWBNBoU29PSoWeTK2kFLgKt0yTqOSDdus+8cDOCMBLwJ3owBXEDA8E6b/TThMSVpO2OqOegBr9Dul3RR48sZDKMo5NkHuUEjR1FqgJlWcIyfmA7LXjgL/kQvxNgNNbG+L7x4FI/ZU4Tz5Lx4WAov79F0JKFk7DIZqBq3RvqfuTuDSYZMwwxiAH2CpKNKZtfSIxt+S3kFFiMTXlJX3nO9+J5z//+eh2u/j617+O5eXliWVnMpOZHJk457Br1y488MADuPjii3H55Ze3lpNhQYKZr68Dw9USqEawFfuUi37CokaRVbCDNWTVCPAKEWvA3zLHDIdxbBqN/KRW8hglrsda9KKdEK1K6prjah4+zHhqbTUqRyTYebASEQKkAsTiyhgmkMj5jGuIihibMQG1Pogu7FT7OFfwY50iHgyAbp/jSS0toNi5E9i+Ddi5A1hYQHbcI2GOPYbHv6UlHgtTIiG13DUmxiTYosbta1/7Gn74h384uPC99KUvxZve9Kap2Ob666/HF7/4RXzpS1/CgQMHIKEHtm/fju/4ju/AYx/7WPzZn/0Z/vAP/xDAkWOboDTV2jZvodOmdAoue57EJOIgA5HcMAw0SN1XsbIKsZ6g5j9PejmNWSiaYbXizIRESlzaQ5KfYK5uEOZYaafcVz3PaiufSSRSGmg8JbUmEVUp8ee3hazGQHS38/XbtD7lxhf2SX3BjTZpq48VF441BqYloDmTi80ejn+r+6ae/xA/SkTH8ZSywg4J/tB4LxBS/qXtdnwMuG5QLFLRAc0vgbIctWHlIpE/d21RO/YI0cmVN0gmPMM1M5nJUS5HPSH1N3/zN/hP/+k/wRiDL33pSxMDXIc5omLEVt91D9zdd4EOrbCJ9759wL77gIOHgAf2M6oTtxoiBj7iJjUaAg/cz9uHw3bLJ6Bpkqo1HFqL0Wb1ob/ld0iL6gd1+e72gLl5oN9l4CYTbX8OmOt5QortOVxRgEyBur+A8oT/gKq/gKo3h2FvB9aWjoVzBoPSYrXsYbXsYNVxPClb5Oh0+BJ6PrnfccexC58xm/L0aXSF5tM2K9deey3OPfdcAMDOnTvxS7/0S1heXkan00Gv18MxxxyDJz/5yTjhhBOwmdhQRIQ3vOENuPTSS1FVFST18t69ezedvU9jaoCCN0JVeZImbYbxbvKI8y2HVHDesgaB/GTXCQcj6Y/rkY8vpUBPWUUgXpfezQJMnqZa5hYtmwGTUg1CSi4sTUEMT2zovvXPsHaiCDDOWjYdT+oQQBOoFlWfdudrBCxPHxZNrGjrwYZPZFJGHr5Oh98Z7bIn5LH12nYiTkpDhgF/VYO8RlhwrsT6EirNyDUS8cJN7hsokoMEr71XZBRBpbn2IDxF220AVy5T/2E5sHlmYhB9m/qK6j6VuCqihez324PDJzIYDPDIRz4S999/P6688kq8/OUvn1h2JjOZyZHJNddcgxe+8IUwxmDfvn3B9VyLXh+XnEAPq4dZSWbrEYgc6pIJJxAhQ8nJNAbrsHUJcXCxlskoawAY8mEKFKm0dkidFNNJKZi4TzDSYBC/daBzUVo4YmvR0dCfwAJwfj9ijMSq5vqFeRsNOJo2EZcZlABVPA8apWCBQQjGnuVAt0CxbRvwiEcAxz0SOOYY2Lk5tpI64YS4gl1cbAcqmpgSAl/PVZsEN2VZ4sUvfnEITfDEJz4RP/dzP4dut3tEuIa7/MFjmwbBIrGHxGWvhWgJBFQgang+d4G08GAnED9+m8yRJiGlyCMFRzxfhu1ubHpUO9GYEQVsBcssRMLDAuw94NFIes/kudFEq7VNAknPy5qgkuOBJkmVxsdS1up6bSCWS8GCSQgkSqzVNfHk9xldlwwKadt8kFMjdfu6GjGrFAEbOEK0dz2ZZlB1BxU/SkQwmmzTGKPTScyXtIIRfL/6nkgucn6Osi7c/Byow89zlXVA3hukqi2cyVDXBsbENYtAnUmv0QzXzGQmR7cc9YTUK1/5Slx22WV4xjOegY9//OMTyznH/9FgCDp4CPWX/xXugQMMcA6vAHffDdxzN8eMWl1jU2E4hLylg7U40B84wFo/iYkgprGNYINqgpVFoQAwPWkA4659kopWa+WChUcR6xOtQ7cLLG1TwMgP/v25mK0CBnVWgPIOqqKH0YmPhev0MJrfgbK3hLWlYwCbYW1osVL2MRwBg3wBq8MCozoP5MvCAg/w8/PArl3A8cdHhUe/3973chnaiEWauhVi6i1veQte+tKXTi2ztLSEJz/5yXj605+O//gf/yOe9axnTQ1wfvPNN+Occ87BZz7zGQAx9fLznve8DcFbXUcjpaoiVkaNKHI5SjnbMPjRf3tLGyGbrGNLKGvAv+uK+6+qYEnF8pBOHalsN1XpyShlZi+iwYvfLkpjqwGIAKeUkPI3rhEwEwhAR6BHCFIugCdpgwwmNRCDYIJBNOk4R0ASW0ADzaz5zsi7kAIg/YBJLCkd1FxiFIjm03prQpKwT8RaQ49zySEs3AAm4ggKJBLxokcIJ3GnFDfKAGZV4PLamzaINjiVNiCbiH59jDFMSHmQaNv6UR4+iR3V7UYrqbm5OMZMeTEvuugiXHnllXjMYx6Df/3Xf536js1kJjPZujzxiU/ETTfdhP/+3/873v3ud7eW0cP1aAQcPuTgBuymR1WJumTLJxAhoxG//qiRj1Z5gesJcGMcijDMeve30rsc1z4ouWTPA6JPupDoDYWBjYOSxIuqag5vsLrmY0yV0QpLCPmhNy0WXkHIi8q3o/Ix9oYjH7Hdj5ujIbC2Hq3ZNbkhVqlh4vXfxqLIMg5tsGcPcOKjYJaXkS34DC4nn8yAJs+BHTuac0tqLaWDm+sxdgtj4gUXXIA3vvGNE/cvLi7iyU9+Ms4666xN4RrgwWGbsVgEYoLn5yIScij8AVQynylhnYumNOCfFRvn3cY+OdIoskfaAiDEV2wTXb9BQyuopzKbqWfEezMYw8e3WIc3LLCB+MKliuU0aYyeuycRUoLL5G+FzUCMP4xfW4xlwtMZ9+AvV5NPYh2VZgUcjSIZpdraUKrpXhWMhvauZ57PhH6ojWEcqN+BVHEo1u1AVI7pMaQo4jhiLK9j+l2fjKYAii6o14PrcqZxZ3PUhkMulC5DVVkYa+Cc10F2PezbIJ7tDNfMZCZHrxz1hNQzn/lM/P3f/z3OP//8EGsoFSKw3/twyLGi/vVLqL/xdTgJRv6NbwB33gEcPMhElAQmJyGkiONJETHoOXQwElFiyqz9tlNxjgdfPTnpoIh68Qy0LARNtOKQhTXQdLlZ3M5pjcUkufCpU3tzgM1AsHA2g8tz1J15DI87CXXRQ7ltN6q5bRgsLmPguiBncP96n9fJpoN1zGNlkOPwYWBlhbHZ0lJcw27fDjzqUdykTgfo9xKAEe6BYRLKm1FrpVOqTJkmN954I171qlfhrrvuQqfTwWg0wvr6Or72ta9hZWVlrPz27dvxUz/1U3jta1+LPXv2tNZZVRWuvPJK7N27FyPPMC0vL+OFL3whfvM3f3NiViMJhUFEKEuChBCTUEGaeNJiTFTeSQgOJqMqcPY2sNaaas52BMDVBFMNYWoPzuX4mthKqhYrPTHv9sSHvg/aig+KkAIiCEnBkWxXBEWTgKFgKm7AJBP5fSEmgXqeZTgJMQY8kCGJLaXJpzbLKP2eaHc8HaNAjtXl5L3Jc87IJFn2ChWoFBawmTdSq3jM8ARVXOA45JaCsb9JCSlXMoDW8b0CEQhejAnx5MBuvxoIa5lGRqmiuosswBkQjYmZEHW/apJOxpN+n4moToe/ZbEy5aX88pe/jMc+9rEgIvzN3/wNfvAHf3Bi2ZnMZCZbk3379mHPnj0gInz605/GmWee2VpOhum6Bg4dAoYrIxhXw5ZDuJowKgGQQxcljPVx7qhCUXJcKEMyFzjO+kpMTvGc4q1uBQsJMSHWnm4SiQ6/QHeRxHLeomltjbevryOMewDPTYOBP14RAaMRW2oNB0xElSWXq3xcnOGI3QBH3nqd/MLYK3bimKoJCp6AiywDOl5BsWs3cPwJyI47FmZhgTVuJ58cySj5boPD6SpXj7VbiFFwzTXX4K1vfetDhmu4W8exze7du3HTTTfhmGOOaT+IFJARQkMrXCWuUPwPgDdU04RUsJzSVIaJ30I2wJNBeqINii9PWKZElEvvg9ShRLvsmfSciAAty5R1MpoEk54nZZ/My1qxLIrmdB3QRk6Fa4jHm5QEA9jaqapgE+IoHKut2JyKHyX7Q0ZwVW9VMcGlrbx8vSY5vwgBEEupiYRUaLQnpIAmJtPYQ2JIaasoyfwrkhUxjpRYTEng2k4XKOaAXheu2wXZHM5YOMtxcsvawrkMlbeQErc9cdmblvV7hmtmMpOjV45qepiI8MlPfhIA8PSnP316YdH47L8P7t574VzNKp0DB4G77uYYB0Q8q4ZBHXFBKQBsOGwu2vV3G1jRgCtd5McLmXw87xjXvIydp4aKjB3n91otm4mPdVnGc69znugyGA0Bcga1Q7CszlwZTrW+zoP6cMi83coKd9m+fcBXbiOsHHJYO1xj5bBDVTpUJXGWn4o/JqQKZs0qOWoomVKDnkny5Cc/GX/2Z3+GT3/60/jEJz6BT3/607j55ptx8OBB3HbbbXjve9+L888/H894xjNgjMGBAwfwB3/wBzj22GNx5pln4rrrrhurM89zXHrppfjsZz+LH/uxHwPA2W6MMRPJqMYcX1KYNzPPg1jTNOJpM/RpaO2C9ZAib0ykO2xmEByxGvhNTqqyk+Q5l0m1uimhgyaQGCMrUnP1VNRFhdTA6hkn0XAnxzhpj9YuSn3yLcfpxYm0KWhOx4N8Ntql26m3ExCyNlHoyAC6XFU13Q1jJzaU76DmLYzvqf8NKNCZtDFoRttB4BiAlWZK2nWKH314Q8uZguG28UMDV9GobjgeAf/hP/wHnHXWWQCAj370oxPLzWQmM9m6vP3tbwcRYXl5GU9+8pNby+jX3DlgdYWYjCIeV0ZeP0GVC4oAmVEocO0ymRg4RyByiOnS/CJdxnRNyExYvPqdfFywshEXIsfWDVnmyQI/X4gLnli5iuKgqthUVZNRpQ+EPhywxdXhQ/xdl0z2r68y6SWfwdCHVfChFUqxIPYB1wc+Wc299wJf+TLoy19ma/n9+4GbbgJuvx144AHgrrsi9tMfGd/TmEJ6jtoMsAHwghe8YMu45phjjsEZZ5zRimuAiG0+8IEPBGuPF7zgBZPJKKDp8qXd/NU9NzJvCi52BFN7fBdiWDoY1LCNyJFhIlNznHySZ8iCP5kikIIWzTQ/BgiTs3zQ8tu2KFkCjjBNPCIALiUVU3ykrIMa1uXp+6EUeoY4VqilGPLAKMtmHYOTEsw2RoT5uhrnS7GRfOsy6fYJ7zOPF81YUhNl0jn03w1PEi+adAMwHrrAjykE77ZbB/zlESVSysyY6MasX8O2UFkiM1wzk5kcvZJ/uxswTb72ta9hbW0NAPB93/d9E8tRpQDE178BEhPw1YPAN77O7nhCltQ1wuQo/u3wg3tVRfPxSQN426JTJiznmotqoPlbTTBjFH4KdESDI75vrmqWF7PlumJLKa6EFUEmj5pNazCoc4YIiaEWOUJJhNGIlRNETUvu+XlCJ3NYPQx8o2bFRbfDnoJdbyabFzFjq3NiscsTByeMs8hy05ifjsRK1lqLk046CSeddBKe97znAWBS6X3vex9+4zd+A/v27cP111+Ps846C09+8pPxh3/4h/iu7/quRh0nn3wy/vmf/zn8/q3f+q2J54t4k3zP+ttiOTKBTW6xHBNuq+YOHXnQZuCIYMV8HGw1FDRXGXGcoxBvAHwfDXkTZ4qzrcQ7MBYq3V/4NmmMp7SBQia1PIsENEy0YW07YEmJJvVuhLLpOfX3GJGUbJeysliS626YDCWuFPxH3JaAJ2ojo5jlCTEcXGO7aoe4sMjV6Yx5hCawF7BP6ngk9clxYd8ESEgOIOPd82JfBnJKk3ttIFT8fYoiIjdZfE7R7j/lKU/BP/zDP+D666+fWGYmM5nJ1sQ5h9/5nd8BwORBNsFSUb/OKysE1BWsJVBVs2FTBYAcMtRwBOQSqxBx/W38/MCxpOD/Z0sptpJRY471rjM+Bg2A1jEUgPdl93OUBg4yDhcFb7P5+AJVrKucYwstHaNzNPRk1JA1YuUIQfFWeaseo9pC0ka/3fjz5MqCVhSNa6ug9XU2Ndu1i62kHngA2L2bY0ndfTdvlwQQEi1Zh1CQ82ogpefkLcpmcM0NN9wwFdcAwPve9z4453DyySfjVa961fSTyj1MrKJSpYaROd+TU9zt43OUXLUb209xR3DzlG0mzl2ZiUoYEZNUFf5Odsj9b2AID9QEpOln2STYQO5tG96XeywYRGOmSfO5HDrp/dF/i2JPLJ319gSjNPbLnJ6el6h5Xtk/hYwau4YWPDARIch6Rx+rMYeQ0JPq1+MF/JhgBWeJRaS/LgMQicLQhNsu1QivmufxtJOgzQzXzGQmR6cc1YSUZBJZWlrCrl27JhcU97j9+0FrayD4eAb7H2BTn6BNIID8IjEdn4PpsJdgFaX+TicKbTmlB2PRpIhMWPiPiUsmD4mNANusW9RChttA5EDG8uUZ8d0m1LXBqM7gMguXc4rU2tnQ5LoChkMHR2zuKlmHjSFkhlBYBiTDITdlzsXwOKMul88L7z1YxDhTogS1FqDawcHAZjzxSLc8FK7by8vLeMlLXoIXvehF+OxnP4tf/uVfxj/90z/hxhtvxJOe9CT86q/+Kt7whjcg9+bYr3rVq/DVr34VAPD+979/6kIg3u4U/MSuT2XS7TVUqwOYlDLGh9w0FuRqT5L4irOcNcfkJ2WRLAe6xmfcszx5O60iRNS6wWvkUhIo1KXAtbZk0s+pkF66/DT1kz8/qXaEzf6GkyrXAIhtYFC/U5MAlTEI1lDW8m9YJu9Un8siyDinnfBiNUSNdY7xh0URoKcuIrQNamwgZeXkwVV6PqK4EEwDB08QefQg1RmgFeAJSGzrNyGmqmqye4qSM844AwBw/fXXQ7I9/VsTIsIdd9yBG2+8Effccw8GgwFGo9ERJ1OYyUw2kr/927/FHXfcAWMMXvziF08tK6/0YJ2QmZrn7TLGMbSuimt9R824Og4gixasQ8xmOTUviSucuM9I8MQmK99slGwKFh1KMWK9VW8OnsusRfRzzxAyhIyqGI9PrKLWBxzrU8goV/NvCa8gC1UAQK2IIQfAW2KsE+8TCxjvz0NiMbW6Cuzc6V0Ma/6W8AwLC9GFSDKTzs/zt3YV1wpIwZhbCZo5QTbCNS996Utx1VVXBVxz7733hhhkr3jFK6bHj5J5qS07WxtWUNsNGFO0RfkQK6CJ6IC88gxqThdcK1bf2kVNJCWm0n0y/0tBjQfayCijXghjoqveWHsV3tZElIi2UAIiVrKWsxSKtVQbMZWSVPBki7WRWfHlTF3HN1DOoQKVNwhE2aa/098PhejrkGttA/RpGzSBFbYjIZj9GFFpwwEuQxY+zELzsZAuGQ6ju9605da/B1wDzLDNTB5+clQTUuKu92M/9mMTXxgSTRsA3HMXkzPrJXBwBVg5FK2inPOLfBqf5AgIputA0zd9khtem+gBOtWEANO1BXq7Fp8GNdQTLEUyBpHGgJwDZfALbYPK5qhKA+pkcKYAgU2FGaKZ6EbnDCwciiLOuZ0Ood9xQdMwGHAYhsCzkQ874IBeNxqeSVKx0YgnhV4vupKT0lpJjCmizceV2kistTj99NNx3XXX4cYbb8TZZ5+NL3zhC3jzm9+MD37wg/jwhz8MIsJv/uZvAgDOO+88POEJT5hYn9yCsiRW3sk2pVwTU5q229i4hQ1QJBuZZCQwSCNi/qQRhiEzADIfuEGZN1vjffNLRn/OrzpSgCSnS2fnlMDgDmwSGf5sRtfpgaiVGFJAC3hUBFga7NJP/OHYVJOXdmC6Xa6jrpOolQoMBTIKXgPr4rtDBLgaBkbyO+kTJr94gJD/Tcj8k7yb4fpNXJCRnEuPGRrIymLOtV97mxAQet1rCGUIM9InbQSjXjhJOWvjS7oBchPgdt999+HOO+/ECSecsLn2HsXinMPf/u3f4qMf/Siuv/56XH/99di3b9+Gx+3atQtnnHEGzjjjDPzAD/zApoIOz2QmbSKuImeddRZOOumkieVkeFldJZAjZCDUFcHV5PVrjvPrGsDCwZEBaoLNjFdQORgx4PZjsyHiOIV67JLJTcY44+cYISzSxbQEQ3c1j6+BjJdRydcX3g9PgBf+7+GIF5xlzS52xrJL3qjiLHqS2RjgMasccfiF1M1HxlqJrejiGBm/PSYrK9acZRmoLGGEEJNYoccfH7MDHnssx9oTAn9ujnFmnvNvTUz5edNYE6xnmR958Au8Sbjm6quvxgc+8AF8+MMfxhOe8AQ885nPhLh//uzP/uzkCgWLxOCYTXySlkUClYkt6yaRToYYttSkDgzaHUSMIeSk7CDwM5Dn/GxpwlE3rdEYxlCBfIKvw8hBFOudJKI13QjfpwpmMb9J3dCU4pnE+glRfxTq0UQX0LwPch55X6XfRFru18QnrYX4mlgU8vpPYXLaJL0GucYsa15rWkZAtIEiEKHKwivb2YLM+Z6sa8ARBfymeUfRtRVFO/cl8m8R1wAzbDOTh78c1YTUV77yFQDA6aefPrmQaBPW1kCHVuFK73Z38CADHJmAWy0RPMhpxAdAHBglO4xIYzGP5mCvB+NkcR/2T9MmAAhWD/p8uqxohGDYFN74ZXPtgIyN8h1ZUNaBzQyqbh8VMeFBeYbacYQJUeKNKutdyeATYRBc6dDtRqWnMYwfRfIMQO5jNQPISrby7/r1relGv+65OR+fMAeMA4xxILJwzoTu2UJM0A3FGIPTTz8dN910E377t38bF154Ie6880488YlPDFrDxz/+8VOz3chtYi6GYpc3cAfBkYHJ/C0b42VcxEioYaxT+wx73jnAgWADyPbxhoJ1jbLqC4sGtYgo/KtrLD+jWRbdJrSFjCZJ9UVqYKCfW5nh23ws/TGhO1qsm8iYmF0vJWZ1G7R1VCr6uU8BmAcq0Y3Cm+Zb698JD3Js8h4FrWOAsn79Es3cU5gnJuJhjy4g7nqinkstBoynvdK2Awj3cSOwqO5BJBfBButkxonztM+EgNL3Se5zWSapmMflO7/zO7GwsICVlRXccMMND2vgtm/fPrz97W/H7/7u7+L2228f27+4uIgTTzwR/X6/Nejwvn378JGPfAQf+chHcNlll+Exj3kMXvziF+Occ86Zbr07k5kkIq4iT33qUyeW0cPecOB4zhkRaiGjAJ47DJPVes0PABmbQwNwftg2IBAyV8OMBSqXMZri38bw5C0m0VC7tXtVsohWV8CDlsSNSvEQ4AEGeNxeXwfWVxhYjEY8vkkCGtF2QS3cDXgYdS7xGfNjLzk4IGYh1eIcW0TpxXKvx657Bw9yLILBAOSzG1Pt+Pxzc+xG2O+xxRVlbLVMpAxhKcBHYyfMb1uUSbjmtNNOw9Oe9jR8/vOfBwB84AMfmGj1Ha67rtvjCMo9bFMyAYgxyhBd+dra6sgnUZFYki4+N4JNHAX8ilCr/wokX/pM6qIGgM7ECzXHadySALeg+UMzbmaKU1ovzIxjIrHqSo9rwTUEjAcVT4kahcECiSX7G5XFezd2prSd6f3coiQ9yKdtK9j2PGmcqctZi0bD5TYLKPN6RY5FWwOZZTc9QlDGVVVzSBH4MxwiKNgnyb8lXAMwsfamN70Jb3/723HPPfeM7Z9hm5k8XOSoJaTE3BBgEmGi+IUmHTgYsuqZcgQarCIG7BR/a/mW/xJthWwnFyPl6UlED7LcyM0vstOJP7VYaSMMihwBHMqgTYa1fACIvMVJDTgYECzqTg+wGUxmMSrmAZOhluxijskgifk5rLKwhs8soZM7DBHX0qp7MVS4s9dTOLPj60Lsxk6XJ4eVVaBXccypDti9jwGD5bYna+aHipiy1uL888/Hc5/7XPzIj/wIbrnlFgwGA1hr8Td/8zdT2X/BbM5RY1YTzKOz5AFo8EUGYv5LQTFnaxcmXyImnAg+2xEIpuaMeVTXPmsdIiFlkpNThuCKRv6ZqEqAPIjrdiMg8VqkLNVwT+60eKwOqKnBWlpPiGNlGu/CGIjRN7fNnEzvb3N5CEDNu+Lp9y4cl0lHxRviHBNWKcHmCR22UTMNq3FVAlauRANq3SZ/P8cWSwFHJ2QUAa3E+CTA2VLOhmoJRgdwbTtGk+NiWaatpdoAoxJrLU488UR84QtfwL333tvepqNYnHO49tpr8du//dv4/Oc/HxdVxuCss87CU5/61KAZfOxjH9s6Ljjn8K//+q9B4/ipT30Kn/jEJ3DbbbfhoosuwiWXXILv+77vw6/92q/hmc98Jmam7zOZJkQUCCnR1LeX4++qJB6SS373XR0XocbVnnHRYwoHL4ezKMLUw9tycFDzyAOoxasBkMx5vO7P+VNLsPDajz9iiSrzFCmyQI73CoMyWYDKmFl7C6u65tAKI+9GNvCBzSXTnsTuS0mwWrUdvg0cJ6A5rskcTCVCNpLBgMfD++5rkvnbtgH33w/avRskFlLbd/B1OMeue+vrvCKen+djMgWjnQNMFob6bzau+cd//EcAwIUXXojv//7vn3xwMIuv4+8U14qkVi8U3ZqEN2hQmsncw4SVn6uci0lO5FyAJx4sY5csj+yCzfn+uVpYvah40dYzYlUTgJlcp404v41OES2otijWz0pKrGhlWlpGFGdj+IL3maRPRcHZ6AuNn0ThJ8e2hUfw5wkKKnW+RrsS8mszj2Ab+TRRUmKtDdcBEeDLNvJoS98zEN9jYxCsIP39zahGRUz68jIuWtkLFyhdmGUxdOeEXEUAmrjmxhtvDImOHi4illDvf//78aEPfQjf+MY3wr6HGtt87/d+L3791399hm1m8i2Ro5aQuuOOO7C6ugoAeNzjHtdeSGsWVg97zZrj+ANVPT7RAkh8dRBADKM+BkWjEq2mvnpxrj/pgCxt0jF40nZLfZOEWSL+HQZr3k5Z3jTW8ECQbA7qzQMGKHsLoKwAWQPYDKXjCbisrMd8Fllm4DzJ0skdG5zkCMYf2hNIu60DbBWV5TGjrhimLSxwXNKuD2MwGPpGzvn5OwM4cxj7/fMcRGFCMW1TYjrxblIe85jH4HOf+xxe/OIX45prrsH73vc+HHfccRPLa8uoYB3ltc/WNh8dC08wGYRAsoDXXnsrNjG5loWwBXn9KZNRcA7GVcwxESKZMQai0v7wAL8wseEyG6tnkYjgrOUAtinAahPp2zyPAKpF+9ewKNLEkP80gI26X24aWSvgLi0j9criRWIfNdxX5bgaMIVaGAmATBYuDiBPRk16mmS7xMptiI71RrJQis9AWNwhbuJPi6VmqjXdQBptccmKp41c0gSjSFnG6J8bmGb3+30AwOHDhzfdxm+33Hvvvbj00kvxnve8BwNJNQ+OzfLCF74QL37xi/HoRz96U3VZa/G4xz0Oj3vc44I7zG233Ya3ve1tuOaaa7B//3589KMfxUc/+lH0+3084xnPwFOe8hT8wA/MTN9nMi533HFHcKOYRkiJjEYEyLqVvDEswCSBRVCQNEl1A2cL1OUImSEPcfyYKcOPmqcCsQ7jCX9VRkQW8WI1XgoJ75hEyMKpAZOpuQxxpWvAuEzIJjFXXV9j/LY+4PiIdQU4Dyh8NrcQO0+Cm+srJnWiWrCbxmY2YihxQxRw0+kABw7wtqIAlSVIgtF0u9HFua6AHTuAVQCLC1zPygqwsAAiA+R5wANRaUQw1gRFVutccwTYJsU15557Ll7/+tdPPkDAnM4aGBQqCiO3KVwS5askO8kgIb1ajtW4xytRxlGwnxQJTcWJNayIrY1XJJN6Vv23KKVgIl4KuFyfaZwkCpZNbSLnSK893S/XmyrtNIFENI7/Kcb2HHPDs5bjRWnyRn8D45n2pl1D+nuTEu6bacdGE88+CbcB47hE3kU5Q2bG2+3LkCOYzARrdv7fhNdb3yp5xAXeTJPHP/7x+MIXvoC3v/3t+LVf+7UQj+1oFrHyftOb3oS77767sW95eRm//Mu/jF/8xV/E8ccfv6n6NoNtPvaxj+FjH/sY+v0+vvd7vxdnnnnmDNvM5JsmhtoiFB4F8qd/+qd47nOfi8XFRRw4cKD94XcONBiC1gdw//KvoG/cBUc16LbbQIcOMUuysgKsrSrCqYyjajWKE/ShQzGFsIAuiZSXmsDqjxYZhGWUlMWzdHEwMVaTa2oeJCmRiwLoLzLpkHf4724f1OmAun3AWD+lWyAzqHuLqHoLqLcvw3X6WDnmMahtF+vFEta6O9isCcD9Kx2MSoNBybGlnM1A3T4yS8gLr/wroyJUyBhjYtN6PSacrGErdrkMgLHf4gJbSXUKJqCMYWw3P8ffgTAwhoEymkqwDd34JlnbTJFPfepTeMpTnjKR5SeSeJLcHlc7uJoCJwgwFg5YPWiahbiK9QAeP5ODqZVGWmVlI4CzJlUVxygCMWFRAyBxE20jkZLVQln5gK+1yuzWBJa5riMFoaloCz4hpHx548FlvBxVj5BgxviYWz6dsdo3Rkg1QIptDyqm3w9ZFMnDqFOI5wUzpIV/6KSczSKBFAASAxxe45gAFBurOsGaRD5+kx8/9GKpUn0ORC1+XXufTHUvCAywp5nTTyCqDaIVe7DaAgOKsfEk/Vv6SDIOSPYBCdYr5o4T5Hu/93vxD//wDzjzzDPx6U9/emK5o0Guu+46/Oqv/ipuuOGGsM0Yg5/92Z/Fy172Mjz5yU+e7tKyRRmNRvjIRz6CV7/61a0Ze2am7zNJZVO4BhFeHDxQ+1CYDjQqUQ5rFKYCqhoZKhjjkBnlWh6EkA3XYVwJC0KGEhYOlmpk8CbSksjFkbIi9/+NzQ8y35Tswy/kS1kCsDwHAQguWmvrkYCXbCkA46/77wcOHeYBuCo5E/Lhw4y1xN+/HEXyCPArThcDoAelgygFfKdJHxiDzJjGfAXD2WczgMfEhQUeAzsdYPt20PIyaMcOBjWPeASwvOxjXxU8Dy3vCtn5aK7Pw31eAHMLwSw8rLOzHHFC4UaJl/lE2HIEuOZjH/sYvvu7vxvdbre9gMzfIYuh79dg7aZwgcaqut/bxHFUn0qXSepKSahxUirzLvdqTG4opjwDK/U2QgHYCIWCy6YnuRq0ia9HMIPUo/tnTGmtSLu0XIqj9HVry7O6hmnBYlI+WED5e2AB2OEwlvWA1NR1VAxGkNpkYHT9cq9lf1Vtyjoq7bWQ+S/dDr6PDoj3QrCbfn5lDSMYROKuZZknerNYttNpKhe7XY9PeoDJUHV6cKaDynThYFFRjlEJ1M6GyxWesSgY5szN8WeSfOELX8B3fdd3wTmHyy67DJdeeukmeunbI7fccgv27t2LD37wg6g81hRLqB/5kR/B8573PDzqUY96SAkiwTZ79+5t4CmRGbaZyTdDjlqKU3xhTzzxxMkvmuNYPVRVoFHJ24iAgQAmPcG75sgKIEborpU2wyjCxI5bEExDFG0WU2Jp1QY2dHldt7W8wM5lKWoAk/uFNg/yPCkYP0FkoLwD159H7SyGcztQmwK1Mxiig7rTAxGwsmZZuVlnsLlhzJRZZJYmNk+vccUgw1q/LidvlOa7sfIY9/BhxqADlT269PFDh0N2P3BlzRn4RMPhb0dVM96Vz6iMHzlHXXGQ161Yljz1qU+dSkaRI4Tg63ANkk0ks4D0fGbY4snfHakJPpIXMjhYx4sGW5cw9chbQzmO21XXMHXl61MniA2acjX+utPMRinB6W9grW9iWkZ/xp7dluNC7CYVG8Qmz7iXSMRNuU+63vSc6bvWAIT+M3ZP1bWIdlWfX4gzaZ/X5tpGgxu9HOuV+F46eG6oW5FJJLAtkUSLvJl9Rn30ecKzvFmNaeUJdk2Yt5HqibzsZS8DAHzmM5/BLbfcMv1c3ya56aabcPrpp+Oss84K4GnXrl1461vfisOHD+Pd7343zjzzzIeUjAKATqeD5zznOfj0pz+N++67D+95z3tw/vnn4xnPeAaMMcH0/bjjjsNP/dRP4Qtf+MJDev6ZPPxkM7hGr331cMMjmvGuYJICPe7TA5YhgstzcMwVx4lPHELMyMYivzE+Qo3BLY1z4lKj6mgrmGdgS6mW4yuJl1gDhw4A68OmK5mrmxng5Ji6ihcp28X1r/TgQ8iEqoINSpq6sT1kmFtdZUAyGIDW10Hr6xxbajAAHngglpPwDfv3we3bh+rQCqpByc0rK9BgAKo8nql90Hnn1NTA87mrHOqyZuwjyow2y6XNWMJ4+f7v//7JZJScu9G3Tt3HpJx+6GTbpDrBdz13nLnWOBeVV7791hMp/KhQy1zjmtcruKeWmIyG8a6QHak1l4LH/FhoAsl/GzTJkTA/N69l0jWOEVZtymTpTwWQjbUwWcbf1sJ4MjTM5cptsJENWUSFTZiKo1L8M/Y+b57cbFSjTyGn31IFCs/pZ8v6JE0B2CQYT5SIJPgGMMQ32ACovTJRVws0DcGFpJomj3/843HhhRcCAPbu3XtUYpuqqvCyl70Mp556Kt73vvehqiosLy/jkksuwde//nV8/OMfx8UXX4yTTjrpIbdWEmzzmc98Ziq2ecQjHoGf/MmfnGGbmTwkctTaKYqrhbiMTJWRNwHPDDCq2fLJIJqG2oz3azc8sYDSwEy0hDJAZhPIJ3n5J7nj6UnBYHySSMuTKmf9DBtMSLNgHuFsDgrxCnhEJ2Phshx1dx513sOos4B6bgkEg9J0MDR9UM0JBkdVhtJZ1JQhF5d9y7Gc8kIpSYlBsHRfsKa2kbeTb8kgry9HYiVXJbCOGPAcIMapYMsjVzsYH3Rdul1bWnFXm7AvcAvEONQagrWcVehIJ15pNOOJaVMun9iGQ6IJPnlSSP4WokNnbmyACseEFQMoUoyDQfTfk3OmbVA/63ELpdCJ6iYRELIsNYinzYDeNhDn/zYAYC3ExHui+X94n1QgUX9svJ7kOtobE98XCWbeWLURkFMEqwQAYuoXAQ7gXS7jnyDZRmo7qR4XBrZxDxISSs5pTQRUqunh0M0sOEhZ3vm2xxqT512T2vpvvU36Wtw6pQ1VxWPNhH5/7nOfi5NPPhm33norLrnkEvzpn/7p9HZvUh6KlMRVVeGCCy7AW97yFoih73d/93fjd3/3d3Haaad9y0zKjTHYtWsXfuZnfgY/8zM/A2Dc9P0DH/gAPvCBD+Cxj30sfvInfxLPfOYzZ2bv/w5lK7imLl0IJUjGeGMIE+ZAGO0u3iSleGzOAWtgqjoaFKW2EMYAufWmLkjG4TBgNcczmYwbo6fxZAJ4IO10ABoB5LPoSdRvCWDpHBNCgxHgxDUP3ve/apJRQl41FBJKkyV1jykstAuVH0NbYv5QlnG8qDxn64y65voeeADYsSOQTZRlcPft4wt0ji2ojAVoPVh+UJ4DZOAqmQ8kwYmJU6nvwoYleDpvauXkkUobydU2lk4iX9pEk1aecMqAYBUd3PmFtFLkla6b4oXzp/F8AcFdz3piM/NnCYo6medFiVfH7Q3LnZb+m6bMmdYHKZGlPwlOCleTki1pO1JmZUK79Ns4sT4RCd8Anps2g/P03dA4tu3I1rOOkUoa2+ky1KzABpTj2+5j1ik861MxAUayi6qq1XAlj7vwzjrkSJvs3bsXf/qnf4pbb70VV1xxBd7xjndMLrxJeShwDQB89rOfxX/5L/8lxIc6+eST8epXvxo//uM/jmJagKyHWDaDbT74wQ/igx/84AzbzORBy1HrsnfVVVfhwgsvxNOf/nR84hOfaC/kNVj1PffBfenLwOoK3IGDoC9/GeQqoCavBVuPZuPDgQI9yuR1bZ3Llh4clV4bV1Uc2yAdmrUZdENMDKQsGgEgHh9eUhO/tOsRwOaq8wt+X4dd9nod1AvbQb4+do3KQCZDPb+EcscxKHsLGM3tQLV9D9aqDKvZdpTbd8MYg/WRxbDuYK3MkeUmEERV3geZDIUPTr6+HvGLYDdjmLDqeqLJZl4B6uedomAc1+0q61sT3fAYexM6HUK3Q+h0omcVa5DiwCwJ04yaFeW3nZC1xhrwNR1BVhu2jAJqR8r6mbPmkBPSSc2CwooR0AgQq0VAdN3yfAhJRUAMCKukdh6gi5YSCi2oBUBZA86vIlINqCY8RFsJcCypRhsxVi6VACSda1qD+W3G+dS86lgHfj4jscP7XGpllYKYto/er62ytDl47h+mTo8XV1YstwR4etBjrcK/FgYU49027lHUtVpw4HnrSn9hFYPfahRd9pwHyvJsiMtvqhUu6wi0NzHs6pHCALAmxvAIk70Q4G19Jv0lY0unE10dFxbitg3c9sTNCOCMLkdiov1QpyS+6aab8J//83/GnXfeCYA1nu9+97tx2mmnTQV632oZDof44Ac/iNe85jW49dZbG/tmZu///mQzuEaGjdHQ4cABwmgAVDWhWi1BRMjrEXIawRqHzDQDH/NYRj7zHiGnEvnwMFvmGiCjEdtVV348k8QujlqwjGqQrAQH600X5cq77AUSyUWX6cG6N4te57GSAKwcBu65Fzh8iE2o19Y4htPAx2la91ZL2mUquCZpEsBfbCPYeWgwAKCQtqvxIJMxFAgElBN/n/kFYM8eji2wsACceCLcjp2gbhfU64Nyn1VvaZFd93buBOYXeNgvOhzkvOj6eccqpaKBWLpovZHBJtz4UiXOZoUo9qGO/ixWX7Jt0mdSnQ1rpiYz4ET55ffFvQZELs7/0IRUW7Y8AXy+g7SXgZTRHZnZaHU3SYGWiijtUiJIudyN9UMbIaX7QykfjXanaxCl6rdzQFnC1DWsc+zipxVFnuAz6hzUZk2nsVwYPDgciQ65sJE0Sqg+I/WRv2spo3GZbEst0sRNT55lcd+D4bgeJova77k5DlBrLJB3QHkByjuobAd11sWwylHVlr13a4uR9xSW08vaotsFFhdjnp9J8s53vhPPf/7z0e128fWvfx3Ly8sb9pOWhxrXEBEuvPBCvPGNbwR5nHfllVfivPPOe8gtvB+szLDNTB5qOWoJqTe/+c0477zzpscu8VlQqju/AbrjTuDwYdD9++G+djuo8ov6tVUGPuurPJIOBhx1W+Im1MQL+7V13j4YxAlBBvrhEGHkS88fslUBYcj2QaFBFONIpROlnmStiYO0zYCF+WhmVHSBTg80twjq90Ps0Ro5yGRwnR4GO45BvbAD5dx2jIo51Is7sDbIcXjH8bCdDkYlsFZ1MXAFyJnAkeU5MLDz4bSujtmQ9ToXiPE9BS/kWfQs7Pc5DqUQ97IG5usD8oywuODi3NTj4/nyDbLCSvbkhnHaGHcX8Ez7DJPnhq2lNitEfv4mTvyTEFJNM3BS4Nc3NE2CooFGIKTkfvv9DTM0tQCQZtc1QpagMbdETUhVsS4dU2ASaCRCLh2sz50Cq0QayixqxjIwYm2jwCehhZACg1QCmqbcbamX5Sa3aROzLJJNec4PSZ4zYQv4SPtZPF6YUXG/lYfXE07GtzE1PAvdAsCQQ1YNeRGnCam65HvQRkgFsjrR6leeJKf0wWkX/fjLlcC3u0G6tBFS2iqtKOJHAOPSEv+dZfwCT1n4OOewe/du3H///dMVBC2yb98+XHvttXjrW9+K2267bWz/RimJU1leXsaxxx6LL3zhCwGwXXXVVTjvvPOOXCO30RT4EBBczjl87nOfw7vf/W588pOfxCc+8YlA4na7Xfz0T/80LrnkEpxyyikP+lwzOXplM7hGhpDhwOHgAcJoyOvtcpUzzmWuRFaPkJkKmXHh8STyxpkgjhdlHAo3gqlHsOUIFg4Z+ZiFEkNKxi2g6XYEIIw42ixh4BV6YpFUlpEYqkr+Fm3VcAisrSj8ZBiPfe12T1YJIXUQKAds6S44LLiWkVLsKDKKG9ZOKoDnqgxILC1i7HUZB6nTAYkLeq8HbN8OLC7C9XqgPXuA3btBO3aCJKFGr8tk1Z5jge1LcDuW/bxjOZ1wby4SJ3nu551oCtUgpIR3UXqaVtmQtWoRmZe066NgBHFDlP7aDGkxjYwCGsQIOSe23w1cwB/Gu/INZBELWzWHxcmuGXs19JHqtDaMpCf2zRBSaT+09Ufb3zpAvDx7wOQYXboe6bPRCJlzMPpe+WONc4yz1D0gfc5JmcDLMsawSrHmFAlXmPSZ4DqRSvowVTAaExcLUkYUX1IuxPksgEK01357CEqbAUUXZAvUeYE676I0HdR15uNHZSgrEx5vgTUS41ZCxHW70zPuDQYDPPKRj8T999+PK6+8Ei9/+cs31U8PNa457rjj8KxnPQsf//jH8dWvfhUA8IQnPAF/+Zd/iRNOOGFTbWqVae/0Q6S4m2GbmTxUctS67PV8EO51HRAzFZnkawd0fEY5v6AN3E9eAHbE5uuSQhiII6817M8mx0ommRBTCnGxlg7qssAVpQ4ptZdMBMYvhlPrHWOaKgljGLgUuUojLBqFHOhzf5ABCDlc3kFd9FH35lEvLWPUmeeYUb0loDJY720Dig5GFbBWdTBwBeDNxqVZLi/YJcBEbkNEu+3nRbsBhQz2Bk0FieAga4EsJ+Q5g17rL6suIwhzRKhLIHfN7MnijZZl/l4ZJjU43JfEvGr2aVURrDPIc7OpwVbIqHZx/qNglfG/ZZPx37oObQFDGvAgEhRajKpHfst1ZSaSYGMA0N8wDYb0zR07D0ersv53kxyd0l++bkMqEKcONivvoCJdjTFo8NyT6hdgJeylJm71sUAEOEQIJv3Wv0PkYnpIccYj8u+jMun3llKEjKv1beT2+tNBr3fYOoocn5OPEdcB3yYNOuXemUYtSgzf06rlOWgUa2a4Geu5Nsa4rUxKUmliTFz1gBhDTzPCSqy1eN/73ocf/MEfxHXXXYfPfe5zeOITnzi5/eBAnJdffjne+973YuiDtT4UKYn379+P/fv3AwBOOeUUfOhDH8JjHvOYqW2Z2D9HUvYIQZy1FqeddhpOO+00AONm7+985zvxR3/0R9i7dy8uvPDCh0XWn5lsXTaDa+SVbXBDAJyxsORAJouean7e1dOMAflA534hmmUwyGBGNZNROj6hJnfEfUbi96TuNUDESaGxajuByShHrOQzxrvgVHEcFuvR2rehqhGstLQ7X2AylKWUJqNEuTNGEvB/Aa4oEqCRwYyIY48K5iOEuc0Nhzx/HV7hjMa1A7Yt8Rg54sQ3RA5U5BzMfGkJQM77sk5cAZcE2JqnJA9uKGCZeJ9r8jweJohzMJYCKNtwCJpAlARiIrWObiOYdF1tZIrenxA7mvgTFGUghAbByO01gAsZCXlfnLc9lpZ687yJkyZaGavnljBhvE7mRR2AKP1MEr0/mV8J4GetrtuPFewlfWdttI7S90YsnPQ5rWWLKWuZmErndl+/0VmXtbtDyzWlPZSWoKQc6WvWRBTA90krGYO1uiKt5CUIayITtdtBgZiBJHETgSn22oQ1QU0E50yDQ5dlW13zKygQZ5qRYa/Xwwte8AJceeWVuPrqq3H++edPVWx9s3DNN77xDbzrXe8K5V75ylfiNa95zZEp2TaLbVrWCEciM2wzk4dKjloLqU1loyECBgPUd3wddP/9oHvvBQ4ehLv9a6DhECQuMqurDBYOH4rmrLXjfQ7AYI3/Fs3cYNA0dQaiGXma2lXi1wjIS1VdwapDTX5QDBDBm7jm7HLUKVgLB8Oat7kF0NwCqOjAGYva5KizLqpOH3V/AdXiMur5JVTIMeguoeotYWT6OLDteBAZrFZdjFxUEbharKAJ1J9DVVnkBUJysOGwOZ84xxqHhvtezkYVEkuz00FMmoHACbLSI3fo9Sh6WOW8Ji86EWM42AC0ik7SfZYJqIYYvRZvW0B7UiqUHy8jQcx5jqaAR8UCigL5qMmmhJAUIio8A2pV0NBMUSSkQgM8CrWI5KQQLY04CaouIblCgFeMA6lU66dAi8R7GNOapcep6zUqC4xJ4lEYOVZfEwBnLcc8ESspsaLSBElqzdMWJF2LzsIiN78oooVU8CHVLgC2aSXFJ+NuNYCBbWQC1LeP+8uByhLWWzQJDuYse4OovS/LeJQ8SJWyYJN7XYuFFGEjKylpMT8eJvwdOUsFCFMrs1CJiZr/tG8lDY1YTolWcwIAIiKceuqp+MIXvoDHPOYx+OIXv9gKLKqqwutf/3q8+tWvxshr4ZeXl/HCF74QL3rRi3DSSSdNve5p8pWvfAXXXnst/u7v/g7Pfvazcemll24J3JAseqbIpiHZQ6RdHAwG+OM//mNcdtllwez9zDPPxLXXXotTTz31ITnHTI4e2UqWvfV1wspBx4l/a/7bVj5rXjVAVo+Q2zrqISwAEArrQkY9Ww1hLLvr2bpENlxHsIzSC2Dwsfyl5wNNrpuYZU8Ig+EQIWZeVcckMXKM8yEP1gc8Ju7fB9x9F1tC1RVwaAU4fJCx1+qaz7QnLoH1+PwW5tKUWGsSJoXe5q8iS+YdMoZjPkkMgm4Xbn4etLgIZBloxw7Qrl0MdvpzTDzlGZxgsz3HAMc/Eti1DMwvssVHr89WUplYRvlmWQtkxfiwoaYmaxLL8FSUtdBEHVIg9hLXLum/Wt2j1OWrra6UtGojuFKyKsERGkkxTcrPDhlwDFQd6Fp3jDxjMi/lWWM3AKXFJLVxoyWNJ0MUltmQkEoVeG3XLh9jGCuVZSSUXMuz6u+TcY6zLQ8GcX3hySgj5VTdDYt452K2Y/8J55Rg/FKHEFPKtTAVkt5TDxe17K9kIaAtoayNi4JAQmUxy57xD3iWx7LG/y0YxFhv+d4B2Ry1zVDnc3B5ByOXg4hx2rCyWF+3jSWaeGYUBUOeXi+GEplmJXX77bfj0Y9+NIgIf/VXf4VnP/vZY2W+2bjmrW99K9773vdiYWEBb3rTm/BDP/RDW6tkIwu4NiV1ur/t94OQGbaZyVblqCWkbr/9djzqUY8CANx666143OMe115wOET99buA/ftB994DWlmD+/KXQT7WAckEvLrKsQpAHjj5wbpywGg9ElCymExT4xJ5UkomcDXR6MlIWy1oMipYgQBjrl9ZxuZDnYLjFxhP6y8twfXmQd05kM3gsgy1LVD2llDNbwOyHKPeIlynD5d1cbC7C+uuj7Wdx2O97qC2OQZlEdy1AURjm24HtlOgLJuGEiPBmjZeovbDFjKq14vzY1GgkSzDGp8F2Th0CgrHyUewRdHxPF1i6ZEXMs95bZtFIx49gETJFY+Vv7PcjMezFCDqiSRXi86OF9x1Lao7lSFH3+dYONaZEpR6PxFCsFbR5gaNFhACGIVLEKIyAS/6fEKoChif5qan9/u6tOtX49nW4MoDNXHPMwBnLApuFC7GNUjFA5QagDMG5P3iG0BHPm3atUnqrJSQElNwIaQy/55ZnwTAZBEQGW3eJ/3PbSejHi5NShHBuBpGCEK/w8j9rTx4dJV3f9B97slt3Z9E0eyvJqARoHVcAhmlPyZJYy79pM0TNZjQ5vLaldFa72dbxMBvQkxNiVPwxS9+EY9//OMxKVXyzTffjF/4hV/A9ddfD4ADcb7iFa/Af/2v/zVYhnyrpfmIbm2q07Bs8pHp2HNkMhgMsHfvXlx55ZVwzqHT6eC1r30tLrjgAhxNMbFm8uBks7iGdW2Egw84lD5c3doaAWWN3HCG1qJagzV1UAIBQJ45WNTIjePxqx7BWrGYcrB1GRVvaWp7PnP8mc4pxpsfDIaRpyp9shhj2Q1vpFLXS6GqBFZWOf3u2hrw9TuAwytc5+EV4PABDl65tsZkl1iQisu7turS7RErKyGpvNVMDqU88Bgr01anxjAZFRbMrLhwvT6o32OiPs/htm0DduwAlrZxGAWbwS0wKYXcMkn1yEcCS9s5ntT2bUxGzS8wOWX8XCTicZ7mNcISnwAYYlJKpkhRYmrFjRABaG4KfaNxrCZaZL9Yx2rCqm0e3wwZ1bZNf6snKn6s6IRCHPPaePf7BMsF4kjPWwLqpJgVd0hSG6eM89JeCaWhSalJJNNGfZP2h9wQH6vLAON4SZ3LVBUy5/j5V+55NlUYArF9+v11ybshfwfFWCTdwlwyhcDge9NOSMnfpWALrRiTOFFhmyd6Mw/2Dbzi0bvsFVnUTEt8S8PELTKLyhSgrIO66KKmDkpBrwSslxbr6wZV1Zx/BRJ2u7xG6XSi8nzaNPr93//9+H//7//hB37gB/D3f//3jX3fKlxDRFub69Wz1/aYmknvgT7HpOW/xuAPEn/MsM1MNitHYA/4rZETTjghBEOTgaBVrOVBDYDp9mB6Xdh+h19GmczynIGNROXOvQudAcLiX+IIAM2FsQYDReHZe+X3rvfrOmSbBMKEidoCqaPvg2f2+0xGzc1zgKVuB1jeBVraAbe0A25+EdXCNlTbd6HedSxo2zbY3A/YnS5q28VKZztWaAl358fhgUEP61UHFYrG/AR4PEL+WI3pEH/LpXlr/yB5zlit243jmITLkrEvklGEIo+DXWoQA/0b1LCqYqv9mMWubps7BacK6JTNxAN7VbYM0jJwk7aAggIlXNcYGRWIJoyDuxSYhbgc/gANOtPf+u0jfZ4Jk4QGQqETFcHTRvJMc+tKtwuATUBqsIzyD5N2zxsjQLzGznjNn6nrqOkLZJy6Pn18aoHIBbiMBE/TD0oDqPtOlJgohpRJOMW6EpBpyMH4uCrcTvIlYzl9N0hWf20WSlJY2qqvUV9nJvdNU06NKx4LaG6AGL9L99skzZYm+TRIFgIciP2tU9NMevYAPO5xj2tNlUxEuOqqq3D66afj+uuvh7UWl1xyCW688UacffbZ3xYyKnaVXg6N75/2cdR25NiZWuvcqvR6PVx++eW47rrrcMopp2A0GuHCCy/ET/zET6DaKIf1TB42smlc4yXLTIivmFkD5y1MyFsZEJkw3bAlsYMNY5f8BsJsmqnFX6sk47m2XJU5J1cEuMTtq0dR+RbGaD/G5d5yqCq9tURXTsCkjRBdYWGtyXo10esXMygFSZUjjnMY5nMXFvaNOUwTEa5mhYkqDyJGhYOBJ8kGHBeprtnKvq5ZqVBVwKHDTDw8sJ8Jt9HIj6M1YJKBQOL/eJxA2pKJ2Mra1YTaZ3MNbXJNy2QN6MJ407gmdZ1tc3xKjLTJtEGsjZDZQKYtOy1ksE1GW020hfPKNv/dIHraVuXJ4ptflPYBX8q34aWx5ya5H22WYn6ebSR9STGQx0aU3KvW/mqb+/17ybDEf1sb/85z/tt4Nz5dT9o/6txTaQJlqQcAIf5Tuk004eI+YcU6KmMMZL3CPigF/XhhDUAW8BbsRBl8nlAQAWVtQsSGtqYB/ArKqyjOLdNEcM1HP/rRbxuu2TQ5QxSSMcl3Y7fj/fExJTi/jRxxxlCdobtN2ojOIwE2mIxtzjvvPLiNLLtm8u9KjlpCyhiDM844A8AGwC3PYYQg6vV4RJqbjyRVJu49PjaT5bS8HNDIJIOzIpTEHUhbbGSeXJIBOZc6tdmqAnBiIVX4Y6xhcDY3x1q1hQV20yu8lcK2JWDbDuC4E4E9x8LtPgb18m7UO5fhduyBm9sGl3XgkMHBws31MTDzOFjswIHiWBzo7UbVWWAyijKUKm4l4L2LKmDN9UHEaaR1KCJXx7lDeyD6buZg5ArHSmxCq8xuOl3AGEKeUcBD0pWhLf4jhFhDsWMINqNwbsEHE63Kp4xnZbK+ZozummPrmKVPsoCNiC+60znpOH0xrvmblGVNW+MpIS0a+5LnUlv1aNA2aX5ILYwUyGpAPk3qCBmVtDXN8jK+anfxHHoCA+KkVtfRrDztgzYXw7ZygpL0Q6FBXLifatGStlEKhW7XAJLvlzFMUmmXEJPcJwIQMsNAjRnkz69vjL6WoAX2/YU20z9VJNkWSL0xdld96zJ5jhBgQbdH+k76W8ev2AAg7N27FyeffDJGoxGuuOIKOOdw3nnn4cILL0RZljjllFPwj//4j3jd6173bbSKSt5h3hiBnH42JgCtdP0xHYsl58LEajeUpz3tabjhhhtw7rnnAgD+7//9v9i5cyde//rXbyp7z0yObtksrhGOXQxARLcGa1H7CD2l7cD5uJVEBIsaGTmIParR84QD4ojiSaJOf4JFpPFzEGSwU1ap3h+mKHiy73Q4KCQMK/o6vRYLV4+X+vP8u9fjb4NoDjTyJI8BGkod5yIz7GRcT15IF1/WLHnpNLnfRiQQEVvSO79Ik30yRg6HnCxHYn65GlhZ8a5vjrM2DwacQfXAQeDgAQQfyzQwJwHGlTDOK0AmTOCOfGgt6HHEX7e4iGtSyhNZJJlZ2gaedK5uUyjpsm3b0vEyLTehPvXUQY+TjZKB/Zc5WtWlz9lwfZPvDRa1bThjUvvbrqMN/+i6G9ehnjFlzSavICXPl3GOiQgBysa0z/Wp4k8pwsYSnKTXIG4JqcJSb9NKPt2GVIxYFqp6gnWTkFFZJJas8RaFsl6ykYySMiEjn18/EUK4B0cZqmDXzxbsYhUl70XbIyO3QJxd2nJSafnhH/5hnHzyyQCAyy+//KjENZqIkr9TXMNEU/KR4v6fDOzU4u459oynePBBEFMptnnLW96C7/7u78a99957RPXN5N+eHLWEFIAA3D71qU9NLmQMm+z0+4C1ML0eTL8P2+3FAdU5H6OpA3RVuvgUjFnF/EsZGWxlAM6F1UcczIVxCRZUeWxT34O3uT4TUf2etyHtMKCbnwO2bQeOeQSbfe86BjjmGNDyLtTbd8J15+CyHqfMBeCcATmDUTaH9e4urC8sY7B0DA5k23GYtmFQF3AuBr4sS28B7xg3DUwfFWWsaVC4pqrV2pjinClJuro97kI931nVfcawkRdA6ORREdvtND2KJKRPA2uGCYVCudAmxT1MEr6GtAAP0JrwkoG7Mdj63wYEY8RVL1nAb6QtGBvIBX4ISZVoZwmRYZC/Q3UJwaL/IHgGz/+mhGzQMoWUMul2YNwqCkxG2QTEG90nLcCMADb3Fq2ctJ5UbIM2rWVKSulrHwNm6oGoHS+IRkPv7uHRR1nG9Najoc8A5UnEVsANMCnFCzkLClkFjVyT6hwyGUBiEaBeBCHDxC+hpf8hFnLGV2aUlrPlY+FBZ5vV5qT739bHQDw+vRfajWPKy9br9YKr3h/90R/h7LPPxlve8hYAwLnnnosbbrgBT33qUyce/80WmvBeboijQrl28/e2Nc04fhs/8EiwW6/XwzXXXIO3vOUtMMbg8OHDuPjii3H88cfj+c9/ftDgzuThKZvCNZDXnceRsN4zBjVHiIKzBWofCjszvJW8RZRBcyHhwrSixozCT+6CccTtuTEXyeK1YFeabs9/uj7pRg1AWU9JTBg9ghnDREq/53HQYiSexM1a2qvnX01MhU9CSMg251AkL6QhYoKqZb4OWV/93EZVxXNEeP99u51j1/6DB31SHOJyg3VwLMGKwz/InDMYACtiKeUtoIxqJxGCG/8k8VOItgxvjiO+DQkmIVeHubYVnzRr4I+P9xj+3sSxG8qUecmCAhkXa3U8yRGNg9DGbzX4blYmlU0X2pNclCYdP6lfUgVfUnejjyl6AchawshaI52n2yzdff0hS6S2TpK1iYiOl5HuS9uvsWJKXvkFgZFt3W4cO7LMZ0CyMRhaY38eNdhi3pSJZZUNw0Vtcjhw4oba5nEfgFK56FHS3RqqM3EVdW06nFabZFkWcM3/+T//Bz//8z9/dOGalIjyF9l4DGNqcH1kcxxFfPdDCaLmUWlnptal6ZpoCyLY5oILLgAAfPrTn8Zxxx2Hn//5n5/hmpkc3YTUD/zADwAAPvGJT+ArX/nKxHKm1wX6XR7k5udhFhdhigy24130iHjQ63pyqNtRgyzQWKKbLJrzyAJQx1extpkJT4ipTrcZKGlunj+dLhNRCwvAzl0cALM/x9u7HdYa7tgO7N4N7NgF2rULbmEJbm7BL3r9LSLAwWBkCqz2tuPg7u/A+uJujPo7caDYjfV8OxxswCl6oK5KVt6to4cKBZwnpyTedVUlOI94zpB5RNy/9RyWzt8dz8l1CiArCJ2CAog2npVI50CNL7URi170aaXeRBA3ZUEYxtFGNj0FDqPuqrkf1ByEQ4OngbWWugSMSiP1bxBg5CPlTTLLqnOF/cnFp8dJ+RTETNKKtpAQBmA3B0VUjUFMzRa2EUtexDFtU+DOLwIak51mQcfa7XygcKnLE3auVlpqAlypEEoNoG6SQoC/7Zq0ih/tfUEEjj1lLa/0jNBGvq5wnUl7GxpKf0gGGEMB4GltpyalxkioFFSm28UtQRos/amBq/ShjicyScOu5HnPex527tyJ4XCI97znPQCACy64ANdcc82WtIdtpE7b+nHz9Y2/p9PqopZPc097m9NhoXk948cd6XX9yq/8Cu677z5cdNFFWF5exnA4xDvf+U6cdtppeN3rXjdz5XuYymZxTV4Yfo2NCQoefsUNap+Fqs7ZSirPXNBzWMO/lI0UD9NQY4iIdqvJfDw+iQQsH7HiFvc8AhNUI58tT5tIG0TL8DDeWT/+WKA/Dzc3B3TnGNvYDDDK7NpJY9XCBy0vDwExMDshT14sP7SOS8t8TvLbB9Gk2pPzMExGVf46V1fjyz9YZ0XIcBS1fsMRM0kDbzUlYKwUgBUmKSAhDNukTqbBxoKUEAOUi0U20FS4JQMPAYF84nuVkA26a1VrW/tumrTMVTKvBRjnFTAw1sdxJE9SSNsRfwcNpm6VYCZKGitvAZq4RuOeNkykt6eukW0E1SRFkOxLy8lcLffBcRzOAPsAzsxnLX+nSjhtxSQAPw0PoqWNeNJxNyeRhsojRFz9Qj3afVfiT0p9YX2kyna6cXumSCvrrzi0zwTFniMbbrOD92jxVlB1zWOYQER92VJVOtdWyqBQ+ORJIrimLEv87//9vwEcGa4BEJ+fNhfPLUpYuyQgokFENWLsaQup5J1V7QjEqPJiaLWYStuv65wEhjaQq666Cn/+53+O5eVl1HWNd73rXTNcM5Ojm5B61rOehRNOOAFEhLe+9a2TC3Y6QFdFrtuxE2ZuDqbfR2Ytu+AAzNr3+p4M6ka3Ox0TypvFh8FeBmAZdCUAsHzLYKsH+k6HLZ+6XQ6GubDoA116wLewyJ+OTwWxtA2YmwPtXIbbtQdu505U/QXQ/AKquQWMeoso+4tYnduNA9sehYO7HothdxvW5nbjcG8ZZZ03gooTsUZA1pjrA4MHBn2sVx0MBhw/dH1ggsag9Bb3WiQbX8Nb0RKMIWSWkOcEa/gjFvx5ztn0cm3RK4qVXJ1Dj10GqJ1hjRmp8VTGu4QImCTTuQ4GAXFcJ8Tg4XGwNxqKpYN52yAcz4IImlsaEEgkVVejjAZO8p9pQ4RoMIdTMFGQJK6ZMaaZ7U6uS4ETicMRUhFPOlUyEQVcqIE+nzQSLY1YIRP6V/7WKEMAmLQ5mL6rIUzhV8g9Fg320PurViV/ZBHhXPPiJmh+Ggs6OZ1YBcCypk9ILImJ0BbkIDGdN7LNA1EDvkdWPvqYFOindaq6Wsu1kVgijXgm0wGGpEoWueCCC3DVVVdNLK9lK8TMpstqcKWfx/Q1Sz6baMGGJduINNcS16HtmM3I8vIyrrjiCtx555145zvfGdwlX/GKV+B7vud7cPPNN2+uopkcNfKsZz0Lxx9//Ia4xnieqCgAkI//m/mFVm1Qugy1Yb95gg0UFC/r5d03gZ93tS5h/aNtm2PCeCsQLaAEI1luULBysAo/+e8ij9uM8fwLMcuysAjavccTXh2g8PhKFDNWjfH+sDC2Ak2Q4BwKNTIbMBE17Yq4uvjChniSktWl5qQ3Trvoi1XScIgAJgRkybwif7saKIcMtFzN1mHpULKRlZSXNH5mHDfUHFjrWJZOcTMUraD0wXrul7/bLHAw3uwJjdlY/DnIGCZcwmY9P7XV2TKIP5i2CKGTtk3qELYjrU/3l96Wklmpa5xs030tZJTM97pOWUOIa4LOjqvjXhCN3zNtxSTltVW1tEuCiOv6NTaQOvz6yGgSSidAEVKqKJqEmbDnmY0WUWkcOiHAid95soW3irLhMaiyHo9Xjse7Ssw8NSGV3AYRGT6EkBIoO43reDC4RhM7DWvz9KP3b+KZbYQXkPNAHTrmnjehTrEElTHBYyZHFH4LIeX8N7UpK1OGvA3Db/Jd/JEf+RHcddddM1wzkyBHNSFlrcWv/MqvAACuueYaTAqAZvKMraQWFnkQ7HSAY46BySxsr4csWEKBwY640gmTYm3MBgHTHMyBpmYgDOhFTJ0+1+dzdjrA/DywuMQWUQsLbA3V7cVg5oXXQM7NA8ceAzz60cDyLmB5N+pjjgMtbYPLu6Ai81n3+nDz8ygXd2K9twuDxT043N+NlcVHYM3OY22Yw/j4BzIO6OzLK8Mc+wfzWC8LrK5Gy/IDB3lcHAx80D+1VnfOc2cFodt16BUO/V6NTuHQ6zj0/LZu7rAw59DJanQLhzwnZBk1lKM6jnum5r0sJxgrJJCDsQx9xGWmjdyfKqHsOFHUILUAjMd24AIBvuvA2GPnGa9/rCGphBkzAdWyDwCgQFBjgZCSNFNe2UlaLwWaNEkUJlGlgeP1gOG4Ub7cWLDFadpB3Wo/CRqiGNw81bikk55cf+hnz2rKe6oXJg31mO/fxmKlRrR4KgHnXfeqirNrliNeOFQlGlSFB0lj3RguzFOXkrIawrgiLqgEeLX1nY79oD7MhdtARhljopl9Gykl3ykYbrtPUteke0cU0Zvcuynyohe9CMYYnHvuuZsCbZsllto/CiC1aPAaiy1VVdhPBEqBWwPA6U9rwza8vvFLoVaFYtvlbkZ6vR7OPvts3Hjjjbj44othrcVnPvMZPPGJT8SznvUs/PVf//XE+XEmR5dYa/Grv/qrAKbjGkDc5A2cYcuAft9z3dZgWFqUzsLlOchkIGvHOXD1vjvEIZ/3+f90ptHmwYB2x+PW+0U1AVkHwW9fxj99ziKP+6kGXMWnyyxoeRewuAjkXaDnU2JZ27Se0O+GnJ4QxgBDhELttv6z8eykRL+AjgON02gEJ+BofT3OS56oQjnksWM08vOLJ6CqEbC+xgBsZYWzER4+5FfCHlg11oxT3leKX61JXQA1jqk5FRNGM32d6Vwi4v9uuPBButzBTRqs2sbs5JzaFVA/TexmOAFDyRgeDmh7IPx2k/w9ra1t2zQWAdrnP30OXU+q4NPbtWWROjZcf4IBjIQJEVKoo2JeUHqdaFo8yzG6rCjSU1JK168/2stD2l0UMJ0OjJSRzLyCTTQdLESaMaykk7hQmRpHbM5jh+E31hkevxifGr4NpgCy3BvBE2pnQD4to0SqEDIqvTXpbSo1V7yBkdJWcQ0Twokyb1K5ptZqnC1LcY2Oadd4l+A1DN7afxJuUudtjAcJwUQtmJz0cWm76wnnTK93E1IUxQzXzCSIoTYfg6NI9u3bh927dwPgtOPf+Z3f2VqO1gdw+x8AHrifffirGvjyl4H77gUdOICqLDlOQO0RgfMj1aGDPjuKaL78/rpmvFCJ87GJx4kWDOCB2eYxoGeWM2qEHIOmhiDvxLKLi8D2naAdO0F5gWrHTlBNcGXNOKOqUdUWQ3Sw1lvGgWIXVqo+6tpiWIID/jkGkqM6w9B1OCvzAFgfZVirOihRBHLKGObL8pzL7NhWh1iDYlzG1vaEfofQ6xGHi/DxSzMfOst6rkziu8sE0O0QW+eTzFMmrM9heBnPJBWFbYCBzUzkFESMCdZVNjMhHnQDG7cI499mAWNNyBbMg7iy0IEaqIlQe60BD7JoAOAm0GoZgIUMSbfL+ZxTh6mZ1GfY8Veg6pPA6YgTnyO+BkIEo1J3ox2qfdIGvy0TQCS2zEIaVRWsHDcaRVKqbbJJJ0nVI3oyk2sU4EXGoJ6kkRUApTV8kgq40xnvW2vZlUR3qTHNxZVVD2gAtxYhu5Psy7ylpDU8RhgbzyeLI1LWfI5gqA5jgRVLLOfTnjt4nwulvYYC5Cq9M8BWaZn/O74aUx700O4s9oX+ViRjAMWy6EuBcppKc2mpSYJNkLPPPhu///u/P9WcfVMk1OSdrVtDi4RgTZ71+JpuAshMQrLNM/n6THuxyZVv7jRbqpPlk5/8JM4555xG3IWTTjoJL3nJS3DOOeeETG4zOTpF45pbbrklBNRNxTng4AFi450hK53W1zj5W1kBphphrqjQNWvom4GPfScBsx2sq2FcNAtg0lvchRxM5cBYxZ8svDNCUrU8mK72LmveymfkCZraRWsg5yI7VNfA3XejQTQNhqAHDsLcdzew/17gjq8Dhw8C6wN2hZP0WGHuRZxfiZA7F+aqrZJQDggxAcmoIM1ZhrrTAfX7XmnZR2ABd+5kxWKvx0rFuT7/3r4NOObYuEBfXOR4oMbEhfvcPM9TuQdNIfugZewow5dp/zZgbk9L0G/JVCf4wCttCOD4j3Jfk/mmkczCV9W2KG6QNYpQkjo20+8aB+i/CUDl70eY+0nKqZozb5FnTMTaME2SUsCpFlG2iWifLt0XQKMvpgaGbzu+jahK8ZcnAMxoFGJpSsIY6+u0ui4B7dIeaZP4nsm1BVzosx9nWXsb9T3U35MUXOpDniiSuFBkLUrAu1p6KtggYgoLvk+Fjr/ry0i8KMsYj7oc+9cZJqZgAGdy1J051CZHDXbjqyjjBA7EwwxbOjF5VdWmwbWlUEh+79rFr6zAykmyGVzT6NNJshVSNMHEpM3A1PkouK22kED6FG31txFHusikber5NhpfpqT2JLy4BXAzwzX/vuWoJ6QATpV855134ud+7ufwrne9q72Qc3D37QMNhsD9+9nffzgEvvhFuPvuQz0cgUYlL/Jr8sDJDyj79/vAlFXUZAn4qYkBWCUOyH5yFDOiThFjLfT6DD56PX6Th0MGa6JVzAt25ZtbABYXQUvbgDyHyziFXbVtB8qSF8vOWFQ2R2V7GC4sY9X1sXLA4fAhh7IyGJUc2BQQC1CDA2UfpSuw/3CBBw5m0aMwa671Ox1W/HULh21LFNaqRUHoFoROh+M/9T3m6nZ4bglrWX8pMh6xxT6hUzC4yOGYeCATjcy8OX7DY0hIJs8WBdJIsIbHbcYaFJ7gkuMmCc+RGqlwIzlTNXlrGIwNzPIaiCaQ5HCgGcyhjYyS7RsRUnyCdlIqAD4TPy7AtbhYcGDAvhEhpSeg5JMBTDZVFS9MlBUT5LstLUkKsiimMw69QtF9iuTaPDEppFQtBNVYUgFtCeStFvv9COJTKQpPLCnkHiZJvy2woR7BN0gpAw7i5Ptd0hED/JsS0GsMQExUsUUihYx8phxw1iXywdPl3tQe9HkiNDzi6rkQIipcAqXOgYm0gQIBNHq7vPja3F774Arpp1/KLGOrTyk7xZ3nG9/4Bo477riJ+4+cjKKxR022i8itJvLxtzQ5SuM6901Jm7rVn43Sd7atWHulE8tv9PdGUtc13v/+9+N3fud38IlPfCK8i91uFz/90z+NSy65BKeccsrWKp3Jt0xOOukkfPWrX52OawCsrBCGA6CuCdWIUFU8f6+uEDpmhMw45FmFnltDjhrGeLKJHHJUTJYrMtwamQf8QtY5xHkGaDIdLVLXwGgQCSkQ4xxJD0f+fOJuUlVskm2Nd5P28/DaGvDAfsZfX7oNuP8+JrrWBjxeSt52gBfszqEAQtZXs+EA0y4Nu0hjQH6cpCyDKwrW2olrkqQW3rWLf3e89m5ujuN/7twBHLMnxhCd6wOPOD66K83NsRJSTNuKrgc6Hkh1uk1Ak5JS/neeDMWB2pF5UUgnmVt9PwWlkoroLC46bOGlFqnSr+p3GyEFNOevRnOTQSwsL9Lt/rsGk1Je8xj7RXeANXHAlzAbaWWZd/kkdah+PmQeTIk5fa3aOmoS0TBN8Ze6AybnMM7BaJLV2nCPrFZEybFCSknbNJnYQjCF+yYPSkpE6qjempjSRIJz3kc49ll4R4TsJEJlDMiyVSZgETLqCa7qdHltJPgspglFCFBrDKjgGHgEb+mJDHXehcsKXkOgQAUmo5yzAVI5F5+P4WhjQgpgPdvSUvRYnCQb4ZpUwdu6f5JMeq7kGOtjqglZqLAN1XrkSg6ffMZNALEoE0kpIK6/2rCmLtOGGbcAbma45t+vPCwIqf/1v/5XMKUcjUbIJ9DbdHgF7tBhBjH33cdm04cOofrSl0Brq6CVNeWS4jVEILaQEtPJuorZUUIAZHhg5ReaHW9iLhYHzvHg2/MZZDLERbW8zo64zI5loD8PmpuHyzI4Y0C9PlxvHuXcEsraAs7AdXuoOnMYdrax9dPIYPUwcOgQYW2NMBgYb+RlUNUGg5HFgUEfDhajEV+6zCti9SvzcV17g4kuYed2h14PyDLC9kXH2gNv4dvrMX9WdJoYytjo/WONhNCioCRhQAwAbDElU60eX8McaNk1yai6tWhuwnhi4YgJKUmbnD7yFN1+yLng2iDbQg5mYJxw0tvbNBApISXPQiCfEDul4Uth/NyjCDTnyVQx1U8nxTSNSAqa/CSXOQdbVTB1zcsOIaG0Ka+8J2PXqVykUhJAkVFAMkn6OBbGcP4nJ9o0TQKk1j2ZEFKiVUsmvjz3gMf3WeDyWggpeXj1vbDq3OF4/8DJ+b1VTCSnDFD5KwtBdUt22XDE+6iKllHh3rC1grwNAGIWw9jaJiBNxIS2SjuT/tAuxpqoCm7Jyv1vEiFlLfe5DBqtaeE3lqmzyjTNHqXxl6ZWFOoz41uPXBJiituTrBCTohtU2Fp+0rFbJaYA4LbbbsPb3vY2XHPNNdi/fz8AoNPpYO/evbjwwgsnzpkz+fbJ7//+7+OXfumXYIzBysoK5ubmWsuxIbcE9iUMBwRywMrBGpZKZMYhQw1rHLJ6hNzw2GMMk065G8GSLGjJWxR5JYThOS+rkwVQW4wj4y1MylFU6FWVPwZMMtUeM1V+jhqNeAxZOYSYfZTnGnvwAGxVA/fcA7r9a3Bf/SpobQ1mfY0tdEcjZFXFFr2aJGibUzcpspyTpR0MW0iRtZzJOM+ZRJIYox1PJm3bFs3LJdTDtm3Anj3Art0xwPNcH9i1h8krY7iuzCe5CTEMCrjMwhi2kKIsg8kkgLTub/XTKCspTwIaQ/GeifsNEMZzUTKJS07k9f0vHcsmXWQr6yojpGKjI8cJwXTY2sw47B0e4SRchtTUmJMQr7ONkIKJFlKT5haxjmrDSA0L9oT8SaXN74uoOWjL31rJVOs1RfP4zO83aZ1EMFoxKPhM2lBV8VzGNMlH2a6vTRNUQBNzaQJEu+v554YEBzjGn5Vfu8Bm/HyJ1ZMBP+s6o1+IJSdhT3wsO2Pg8h4Ivq4sg+v0QRlHhXMwqE0BZzJvCWUDdJZM4kSceU91w9hHpN/nKCqydDuSebb1GdL7Jkk6XrWtFQRvSH+RDjfSTkRt2Na231MufCohpY4PpJRWBrZh+eS4rXb6DNf8+5KHBSHlnENRFHDO4a//+q/xQz/0Q5MKgu7bB1f5gf/ee0GHD6H+xl2gfftBqyusWhwMEdyeALZkChlUZODwjIRYScFbREmEUZk0AznV5wDm8oLy6htAxhkA+33WlHn/apd3QZkF2Qx11sFo5x643jxGxNqB2uSoUKA2BdbWuGlr6wb7HrBYWTFYX2esNxp6noyAynSwXuYoS+bYjGE8NRoxLqoqVkoSsWX5jh3A4lyNuTnC0oLD/EJUZMzPMTFVFHF+EryU+bkm93NU0QWn8w2TgOOA52pMkgDQjfW0NTDWjBm/tJFS0UjGl2+zmOHdybgnhBRFAJ2KIlJC0D94/BwACgKgD89HUkfrJAO0T2ChfBsppUgQOAbw4tZXO0VIUZMgS13s0vb4/TkRzHDIQF+3WwDLhBy5GtDq34aIY29QSzSIhIUMOh4BlykJBTQJE7HUSTPDSCYn0c6JBJLJ/y0aO2E8NQBtI3UISbwDD7Kc3+8IwW0XjkFWPURI7135e8RRhCGWB9Y5WAdQXXl6jC17RNM8dZpOAK9pm9i1alCrCnX8CO3CJ4CxKJr9YG20+GwF/xvLkZBR/Ag2CU6gHYLJlRPIL6pjHUcEMttEwGHDOkrOHk8yxYAsOWas6rHfU5qxaRkMBvjjP/5jXHbZZbj11lsBAGeeeSauvfZanHrqqVurbCbfVHHOYWFhAevr63j1q1+N3/iN35hYdmWFMBgAIGA4Ykuper1ENaqRWYfc1HCOXYkzqpC50lsge1KKeGErUQRtIKQAEMG6ETJlvSvzISeEMXFB75y3hpKFrl8gZ+D5ytU+yLfEW6qAwgCHV4Cy9h7Uhq2iJUbTymGYf/kX2DvuAO65GxiVfI61tUCa2DaXsyPpc8QxxQFs4WEMnLcEgc04vqiMm90ur2KXlhjnidm4EFfHHw/s2MlkVVHwYnzbEltPRdNzHzvUr4JtxtYlWQayOWzGKe6R5bBiDcQ3K4qfvlixBrQRUiFDllooGr1dROMD378hjozeJ/3sMZBNx+4WUko3e+I0oAZssc2rxK1LDhQNqFRovTl925wUNJamaWluDOMjAa/aLU9EW4LJdafBm9X1th6v9yfXaDymbCSJSe6HBWDrOhJKaf3ikid/pzGH5JS6Xk2q6XJCjEkb9dyf4gZ1LeQ/0rc1DGoDUGY5VpQjb9E+r+6PYCiNv8BLK2NBWQ6Xd5gQNgYu64LyHsflNOJ0nMF5t9ZRbZnvdmCrKr/MqmsTHntgfE6Wv8ULt9vl13Vzc7eSLZJRJGuGFIeTa305BF6SABlpoMbVk5c9k9vThrkeKlKqDUO3bU/PuUVgM8M1/z5kq6/kt0Wstfie7/keAMDVV189rSDM0iKvSfMcWF4G7dwFLG0DLS9zprvt25mJ6arYM52CP7lasEncp6LDwGNpO7M48nvXHmDPsWyyvXMZ2LUcg3POzXHmvO3LwO7dHORcMk/MzQE7l0G7dgPLu0Dbd6DauQe06xiY+QVQtweXdTwZlaN2QJ4b1MRavMzy4CvegIQ4R9elw8oK7zOGvyU259e+Btx1VwzuJ2Nr5Qy6hQshevKM8ZfEIvXd2iCjjImJCUVpCjTntfRjrUNmHbKMUGSEPCNYSyFzH+QDP4Hb5pgV52pvQeFaBtmJQmklahfvM8lvo/c3TqVJqRZpG2gnbTMmXHPYNm6Xz6RHaFg60G9xdetvpiaUxm5gMoExMIhX3tjrXDsZlbSTjAkhXEnOoe9H2vYUTGlNLuD7RDOemDCTqoeSwIWUBqrxHAnRVFZAWfPCqBx51xEJgD4AygFQj5jUdmXz3LJq8Jk3jbGc0Rp8r601yIyJAXhNM+tQqySAkdK+muS731ZvClQ0sNV9LcB5i5YIWyWj4ml5Me0cwTmfDSZtlxwDJqMEqAUQh5gUIal87BMt+tqf6xCUfGyckbeBpWVdsKU+2ui4rdY9Kfj5GWecgauuugoPA/3Tvxux1uKCCy4AALz5zW9GPYVk6fdN4Mg7hUFeGNiMOCSl4aQgWQ5kuWFllu3yog8GpbMoqUDtDCpnURPjiRoZRyQwBrUtUJoctWGLFSFnqPBKNBuYEG9NAR7A8gwolLYqz3lRurAI6vWAhT6MyWCyApmQUbJA7Xdhihx2fh52z25gyeOrQoIq55EIa4zjR/YMazIq1CWLbakzs/GllsW/ZIIRC5fQByZmcRXxViXsVi8LWLWQFYzhak9CqHmzrlBLhs6WS4xTJo3toLSgjG9t43cg29kyyXnr5bEPUeNbRbSMpxqvffO2HMbEabNRm0FQ1Pk/wzMwaXGtFU/6I7El2o6bhn30fNpGKohoJZAqb+DJKBOTwsRnrGkZHpRzbQt2IYfyPJZLLZ2zLGbC04SSuJ3qBE1FEUlSOUYsASVznnal0DhA3AEtx30lmzEOsyYq3S0Qoo5nBsiNUvDBx2xjQtZlecx2VBS8lvChPfgZ4nidBmwpZE0c4zIValQb6ujbKN2tDcfklZ6WbW+ibORup/4MZJTjuE/88clZEswhn1pwjLzozLwFbMOVtx8rxK68rxvKlDKt2Ct9B2R8CeWTIm3vSwp8tjCOz3DNvw95WBBSAPCyl70MAPDhD38Yq6urkwv2ejDzc4GUorl5YM8xTBrt3sNZ73q9+PfSNh8PoK+0X37QnpsH5hf5mE4H6M0xKTW/wIGVel022d69iyn3+SVgbgnoL8QA56LosYY1bwsLoLxgs1XixZRZXGCCJ8vg8gI1cg7s5ywqZ+Gshc0ssozd1fRgKlPYYB1YX6eG19Xhwxye4cABduHzHoyQeQ1EHE8Chq1/nQ9pgHGDC01GyfyvYz7H+dUnljb+t2HyKTdAbmMwc0Ize5uQQHIuqgkw1LCWkmwzxpNSVG9iEGqboVJR+xqLU5k5RNO2EczaqjlD0EgZsLWNn1FDIG4F0ALgAmJQSIMxkmozpBQRTBuxIQ+GjfCwFVy2EVeReWwlQlp7ru34tO6AKkiZoivLKpmh2zIiaoYqomy/y7+YzvkomXV0N/GZlIxT1mLk2CWlLNHI0ubEgs230YIBYpEhMxaZMZyGnAhZXbOLnrygWluZAtLGZSR9A0SNpdKiNcC01KdJJxF9f6Q92vxftj+Uk/wkMsoRXO3YumOjpUwrQcXHNJ9VGgMoKYBr7AkLuGgAx4cnz+DEGmM3T2h466VsRbZavtfr4fLLL8d1112HU045BaPRCBdeeCFe9rKXYZa15uiR8847D8YY7N+/Hx/60IcmlssyYH6e301jgcwSisL/XdjgsWQskHcMTJGBii4o74CyApX1mawAkDNwzme0ggWRCZYIzuRw1sJlll3JfNp2smzREBaQYtEiGVDzLltK2A6oyOFsBtOfh1lcgllagllcADx+geVvmxewi4swc3PA9p2MpbZvj6nkizzOKW0a9y1I6xPv63PyO8UK8lLXNWv3JOOetjita7a4B0UrHiDOV8GSrOJ5QuoHfN1VQyli6sqPheMi26R4o0yy2AtEVEufyQI2zP8qPlDaN2m/O7QTU1NlA6sJY20MTE80PpdTs/zE+okAWMYHJgOsuPTbdgVm22JbWzBttGiW/Zo0FaWR/9tI+0QRKOSnYlKCQkoRTA08ZYyPZ9ZtEk5CNmnySh+bYgIpL0pzMRdKLc40seXrNkAkvfKcs+5lnvTq9VlxH84Jv7AxjW38SFo4nxHU5TnqvAPKugB4nLGWFdVNTwdKmwPPlzPnqJICptyj/q29FidFpJgok/CQ2tbgaxxnyaMAJtqfozFMoovV8U1j8qc9o7A++Zhl+UbPb9p4fT1JO8fKtvWJwlKBiKNk/6Q2bEJmuObftjxsCKmf+ImfwNzcHIgIb33rWycXNAaYn4fp92Bz79bT78Ns38kE1AmPYqulTocDVC7MMxh6xHH8vWMHZ07p+zgC3Q6wuMCWUNsWY5Tv+UXOptJbkBMjBEXOPFmQmzhy9uaBbduBwvtEw6C2FtSdAy0soS66oE4HnW4OygvUllMmZ5lFnpkQSqdgLisMvqtrwL33AgcPMil1+DCTTkI+3XdfM3bl0FvCr65yVryFeaD25q954RV/Mh8pbsQm62XJ2qfXw0xEkSALbmeKJYkiGbURvnRAsJ5Kxkux8ZmeSEufYPpkkpw2uuuB1EmmDJ7TwPJmSKIAco1/hhJwIYHxM7kxWbwx6XkmgbZMFiSswXLpcXKVQnZMu2I987eBTf+3MWZschxrXeMhUnuDC6L/T/7OBDwru62JfTzhCsIE7BcFddUgZozfZ0AwdQUzKn2CA5mIRYNVAzU/osZaWGOQUY3M1Uz2OgcL/04IYMyzAFqJ1MJFE3r6t96WkI+Nq5P6RcuZ9HsAz6lWNyX/UnC+SZmILdrIqABWZPG1BWCiCUF1ivDx27TWcMMqJ7Zh4kWpc0dIORlfjUHPsW7fsI1bw24AgKc97Wm44YYbcO655wJgS5xf/MVfnIG3o0R27dqF5zznOQCASy65ZKqVFMfS9gtEA9jMsMUlAAMDk5mY58IgBCOmooCzXYyyPpwtfLykjC2lkKE2OchY1DZHlXXhij5gC7ZiMAbOeNImPIB2fGwqclBvDnVewNkCNSxQZLBZBtvvwe5eRra8DLu0DdniIuziEsz8ArBju1fyzfFFbdvmA4h340qz04mZ8I6AnJpERgUCJJ13gOZ4TBSz/omJuczNYi0msbJ0P7km2cRjqV70MSXoQnB43zRPSk0buBwl449WVvjra5AkfrvT++U7nXc2IQ5sWde21A7bJhBQjT+BSMyEDcm3ASaHaJD5zCAQpDIHahfAtsPTBXlKRo2dy7Qf23JdjX7VOEkOl7+lz3V24RTH6W+JaSakbRrnMbU6l3OIZZVgAyG0xmJyJNch1lPahT/LQMbC9HJWsud5VJBai2D1X1fe7Mc3hwyTKgaoii6oYOtJGATXWcMLicB5O9EQhUsyYXklaxN5zDVsartVafitTU+B07VNjXMQgYOP64RDU8iohrjxt4lcEvtNMM8k1g1tSGOKpG66yYcmvQsigXRXZ21J7DS1mo3O0SIzXPNvUx42hJS1Fi95yUsAAK973etQTqO485xJqbk+bCeH6XZ59JJ4AMc9EvgP3wnseSSwsOQH3B6DoZ4PYLljB8cCWFz0mVYK1gAuLjKx9YhjmZzqcJBKHtytB1F+Qiy6bL6+bTvqbdvY+slmoCLjfUUPbtduUNGFsRmMtTB5BmQWeW6QFwifLGdeLPPKHglLIGvMKrGuHY2ipbnEoCLiy+/3OaB5t8ODQJYZ5IUNihIhsOTcaSxpIHICIVOeYc0GW0VFl/5xoag12kCIEGLKi9ZM4zSDzQxkm1z1EYVQQWPDu8HY1i3JFsBzsHgSNk9cIsQ8WpNWtkATxbWctwVkNAKPJ9ZMAdwqUqpVNAieskBo67VQMgHMYZt8h3b6bdbGByBMevq8yW9jBPnF3UQqxpPjjQqECv5tnL+uGWT4GCsNBS55yzbfTFPVMGUJU1VM/Gmgp03klc154x6kAHKS5ZQCmyTlUw2pLBgMa2XJu1dO7HdNjmkN2JEwIZOEIhEVsllulYzS5Vvap0mpzdTeDueSba19MF5uc6bj8Rxb7d4juR29Xg/XXHMNzj//fADA29/+dpx//vmbbOtMvtly+eWXwxiDW2+9Fa973esmljMewvT7cVGWWb/eNuwKXBQWJjMAGbjagMiCKENtc9RZF6N8DlXWRZ0VqG0XznZQZwUqdEFZB8iZsKotW0rVhgkr5y0basPBvx0ZTtWe5SDbgbMdtnzodFHnXeSZQZZZWG9lZYscZvt2mKVFT0DNcwDwXp+t1XdsByAYbZExmCgFbeKbowmUDaT1CdckjfwOJJIiJfT8qZN9rK+Pp+ki8slP/JwT5i21QHLj6AKOYMmNu9Y51x5hQPCI8VNhOrdLW5Lrp1R5ofsCiHNHW5+2rfJ93RPrRRNnjNWXzmnWMv4NFuP6JECYz1Oll1jqAYBJTGWsvhdjjYvfKRnVfjEbfyYRem3ueB5fNUprRkWTU/ojz72QtWI51evF2I/aXa/TieXSBCU65pikntPEWKIcM1nm748F5TmsVZZVxgJZl++BIGnnz+HDGJjCAjaDMaxkt1TCoOIg3gFvGviczJz0xQDyDjnvxhmgVAZYayZyeFrvpuGN9kbclEx7JtB8lCJ2Cm9e+6GbOCc/ui3v0CY1WToebmvbN2sJKOUnldXvT9zIn4ScmuoKuEUyaYZr/u3Jw4aQAliDmGUZ9u/fj/e+973TCxeFt4zaxsRUt+NHML8Y7PdYE/eoRwGPPgk4/gTgkY8GjjkOWNrB1kw7lv1nF3/v3s3gaX7BTxDggTi33lzdpzm1GdDtg/rzcL0+nLFAtwtZ7pLN2Xpq+zYgL4L3UO0syGTodHhU1fOStUxA9Xp8efL+Z9bPIxmnPx0OWZFHFOeW4ZC/t29nnJfnwNKia9RTVgbrQxsSr5QleyhVknk2wWmADjQuvAiFNgsJ0JhPLXwg86kcRlNI0wzUHOtF9AYK/yHZuOHEUgNNsoTc1gfKSRe2CfDc0rDYcZ6obICU3ERiI8SZSoBb8m08CApB3KVtGlgKybHRTUqBalJ+bDKURcC0PtETZXIcH2M4PgcUygi1ptoeF58Hp1AI1fGZEcbTeNN5fQ1C4pCqWzgumAZgo7oEra/BlTUIBOfJL5Nab2lGV5FHlN4vuQZBX/IyCxBNgCOpemSRoPu+YfVWVeNatPQ+b5GMmqr9Sn4zGbWpauXA5LNxAzaLSSYXm7KI2aCccy0xFSaeg/wxm2+zNGWr5NQb3vCGAN6uvvpqvPGNb9z8wTP5pskpp5yCiy++GADwqle9Cg888MDEsmKwMD8PdHtsFaXfJWOAzHCMqaJjYHODrDCwmUVdW4xcByP0mGSyFjVZOOdd9AzjD4cCzuaowW5+BOutpSycyX1A7txbW6kxDICzGWyngOl1YDqd6OKXd3xwSquypfjYVEUO7D4mWI6i1wVgOKbU/DwwN8dKxUA0bM5aqnW0SObGQEipMT+8VOmKdlJcPdHklUMAfgFOFE2txxpBjV/k/YgaUx75OHrt5l3h1xj0CX8k52itZpwUajt+I6DmZ8d2SY9N6zUmZvoF4xO+t1BmMF7rOWYpHFgJ9e3ZOuPrz+zY+UI7tOJls9bA6fXo50fmazUnh1lrytzc2r60bt/msNhW7TVCKollmLwrgg8kcUnafv18p2RXp9NMz+3LGU8AEnE3W7EWp5rjaoI8Qch2myD4jJt8gAWYmAJnGGYHCI4XEvR6gctg/JRZ3qhDfAi5JJeRdpt0U+qNqpNJbxrWtzLDFL7CkDGGmdon59atFJ+KsedjI0J1irTuTcHGkdShr1Mf34obPRYPSrh2l+RGvVsANimuueqqqzZ97EyOLnlYEVK7du3Cz/zMzwAAXvva12I4HE4ubIxnagqYHTtgdu6AzdXEJgEz4RmdhQVg5zbg0Y8CjnsEp/LdtQvYtRPYuR3YuZPjTfX6KqK38SCq8JYs3rx8bh7U64EkDZ1YRABs6ppnwMISqOv98MAxHGyRIS98Qr68OU+Ip0+vH+fYquT4y07iPRs7plTxxmKNubzXJRR5fOfFOt4YA0c2zGVlxZ/aMfDJ/GUD0aKdhWCsaygtCQkZZThmBYJWiJL90DirIWHcY78B9pqS2xzIpsbN508gYSY/JmFiCVciP1pMYzeSjcibTTFw0+r3wEtbw+T+79wzliYHYOPzmZzbqHaGiY+alh3BYkcDfy1HshrWh2v11TSSUMgYfQ2CRFyVTKotdYh7XSVqMc+2hu1VSLccMtzI4sraJlkTCGgARkAs+OUYjvhlBAGuBNXeAgjUmPwb9QEh3bjcBwc0tTsaNGvyr+U5CoSTBsFgtwrJICWB5cXdQiyU9Ce6SZLq64fADJqEeEnJqGnPUALNpvvnjj1LIX4DKdNz9dxu/PTShN8btHOTtbcdfySv1FZexTe84Q0455xzALCC5+abb976CWfykMtv/uZvYmlpCc45nH322VO1vOxlYzix7yIvEmsySLxbACAkTyhYR8Zr0zxHZXuoDcd9chkTT85YVGBiiomnwseV8otLw4Q4ZXlITa5nBpdlMHmOPHO+uGHF3+IizPwcA5HtO2LA8k6HraTm57nc8u4IVvKc57N+n/fNzcXsdnpOmqLoGevBBHBokr5t8R+2y7e1MVbB+nqcg8VaiogBk5ycgImuZtI+Y4NFLsec0R1ax3XqpMfBqHGubV6YcmjjurXibYz4mTz3tM05ut7Ji2/Ec6nyAQYKuWQtP7yaYBH8rtzfIyvhCSyo60oJTGmD/kyb41pItLHnRffjtH5O+mbs/kwiifSHWu53ihs0SSU4Sn9km5BVbf5uum90ZHDy2Ter0kcI9xprUQI2O89rvP0iJQPHojI+uLkBLDmuT1LoEUF4LWt9D2Um7anGK6p5Mw1d0q6X7Tps5lSZ8lw05t0xjVJ7xRudrtWmaSPcswkJNW4yMHvb8VPf5Tbcutk2TWrHFoCNxjUXX3wx/uRP/mRTx83k6JKHFSEFAK94xSuQ5zluvfVW7N27d3phY2DEMmrHTpg9e2D6czBFzuanHRnFmt1gFpdguh12oyu6MPPzrLXrdmP63oUFYHGbz7634N33WKtg8rwZvajfB7xFhTEGtLQNZmEeAGe3IZPBZjbOtZarD+tf/yHw+zk3zziNoJSGGQDLpvzyHnc6bB0vA/bQZ6dfmKcQoFwUleIGbqxBRTaYxwI8T+ixwXjFR8AvaK7ZLXy3Gp8ZCLwQ5jK89DYgSLipxifBPCZcuL5D4xYW0wh/2zb0pYtXOd8G5TaUFKik+zYtGhALMDFNookLeNLGk62FB3ApIeW/xUJKbh4rcRPAlbZ1IzKt7aaZRPssJMxWibkWUg2AXxiIRlRJA0CRXCH/dh4wpTGINPDS5IUsPsK5pQ7ZXzEocxUDKP+ckrLGImm71wBL3CgXFkTNDEeO2JXNqW1TJ2bVzzqmx9gr04bKfHucfz+D5ioFGUdIPKbHi+XQJg8+svNNsexqwMUjJVWnlk/3xb83c5oHa2q+2cN/7/d+D6eccgqqqsLTn/50jEajjQ+ayTdV8jzHu971LgDAX/zFX+CDH/zg1PJFxyCzPsTlIpDlHE8KPLOicmyYEAhoADyPGBAZGB9bqu50+LfNAglVmYyDndvMW3MXcFkByizIclwqwK9dwYR3leWweYaiw/tMXrD2zNcfrKK2b2MsJRa/MiatrQFLC2x9nkvwdCbAjLgi6WxgehWaxt5By9iXkCzOsuth2N9WXsZ/ETmXdt/r9ZoEWTmKZyfiPk/JrUl4hFyzuB+fmmGBTAQpMqdCp4WPYzzp806ad9sGjbY5NyUrdBWaYNns/K4IlUBC+euzpqXPNAHZ2JZijFATeDJW9WiyR9qwFcuoSWSU1DWBFGwVWQugZa6eRLK2ufAB46EVmtri5jyXkgXpdWhrsXR+9AwOuRqGHIxzsFUFW/tsxHXtteMVGrgLjrc7YpJbAs0TseE5AEOs0DZUw5AE5ZQ2cjsDJxcMJU2jSxp8pefd5HLl9utL2hQh1VaANoiJtFURTIi4xhtf8my8hpm0T361Ztx8KKStM/RzNgVHbkhKTaq/Rd72trfhCU94AogIP/ETP4HLL7/8QWOqmXxr5WFHSJ1yyil49atfDQB4/etfj0996lNTyxuJHdXpsttdr8dAaX4eWNwOMzcHM9+H6fVhel2YXpe1ccd4K6kOZ48I/u1i7SSxooyJC2OxXgEgVsPU6QN5ByazMEUB7N4Nu7AAWIPa5jB5ASMDq40+5XkW3fNEJLve3FzEZhK3vSh4cdvp8MArVk+jUVgPI88ZQ3W75PuGia8ij0QYD+4GVc2aUiGfQNEIBNCW0ARrHRMdgpU8LuAFNgdFlW6K3xzcMKhwlVFPOpdqlkgsP2UAlzY0dXGKQPCWWNOAQjQmRSDUWomZrcokoLu1SuK3xJBS1l/BRD2Yr5moVRQXVb+90ZoJ4L0BbDVw06BTf/w2MVF3xqAGQhYfTvPLKIGybHpcqjZiK2lrbKiQTQqgOzQnrrELUySEL6cn/ka62yRNdygcYliBraO8+SDzrC5mAqQ4uNZA6JfQX4E88dfQInIaR+3puxv3QJOAuv+CVlWuxe8XqzHETdKjDTCkr2mCTOdoQu+q/9HY1nLQJrf5PTEt3liDWnFcWxsnXkTr2zFFuPdiddPbMt4U2tT6aPLxG5+n1+vhT/7kT2CtxeHDh7G0tISbbrrpyE86k4dEfvRHfxTPfvazAQDPe97zcMcdd0wubAx75/Qs8z4FYHP2jCsKoJMb5NZA/lljgnt/r+cVWMaAkKG0XVRZB7XN/XiSeWIq9zGkOEW7MzkIOceLsgXqvIOy6KIuerCdDvKeV9h1esh6HW+F7mPXaBJFtGQiRMCoZDKq12Os1usxMCk60e1ISClNLqUr0DT2Tou1T63mqDFyoWHm7V8mlV0MxjCokv0CuOT4OrEUsaZpeSTn5B+MXPzcZIjj64VbDMR62tZ0an6kdFs6CEyadzVh05amTPdRSv61fDY9ciftsUCTf0jPnZJOOl6Edp/XEogZj+qIWu7BJiTtU/k7JW40waUH8Raiyui2+BaGeXcaeThp8S+S4hZ9TKqwkTIpU6OPk9/+mkIMSudg/LxrHH/YwqnyC5Xaf/xv44CM1whZNYKtK1jUsKb23BNjHL5sgqGaY03CwBD3Dq+RvGunV75riGhMNKAUr0NtEKYvTeLsTskhMd63kzalgcG3YB31oImtzYGKh4SMmnqmtnZMi8t2JBe9wTFFUeBTn/oUnvCEJwAALr30Uvzoj/7oLND5w0gedoQUAFx00UU4/fTT4ZzDL/zCL2AwGGx8UJ5zLILdexD8zkTFWBT83enxJ/cgan4eWN7F5kg284H5Cra6kpHPGB9DKmdUmNsQiNr0urBL87A+m5/ZtYsDdVqLLMtgu91oatrQ7rD0+4zNRCofx73biRmRJREgshh7SpJwAExAyeBbVUCnIJQjYDRkS3gZrBsugibGgSpdhqq2qBzXreYjALyAEvd9wF+CMSCficdmJmTD0PU3MAbUR+FCuU1I50r/XbtkkCSAyABkQnkdQqBtktdkVCgGBZCOZODUgKKNlNo0GGppWeg0rSk03OCgcfbbc9Zuy3lDV+i2+Rlx7CoVWNLxD1qBvrWsD7MxwLbOijTRNaJN46rLpdlj2gATtQAs6TpdtaidgKB5btMiNetWv0MGFL/dsYm5cd58PXwA1Kw9hGSRI7RnJApBRZvPRDtwoUbGFQGuUwk+6V+i+HJJcem3lv53RHASlF3H2diKNN6brWgUJyxpJh1MtOHrtOlX+EGjw0ZlD+rYB9uMjY5/3OMeh+uvvx4AMBwO8cQnPhGvec1rUInWYybfFvnzP/9z7Ny5E845PPvZz56u4TXGK58s5hfhLaQA0V2INYHN+e8wAXh+J86NTEw520GZ91FlPZRZgdoWqG0Hle2iznj7MOtj1FmA63VB3rTa9nvIvNKPOj2gKGACPmppd6cDLC3Fv8sKgCd+Fhd5rOn3Y6BmcePTpJMEaR4jKxDHRUWckDGo/KeViAKaLk5AJF+ci6QYEOcGiR0l3zLOhsQRiIt9qV+LtQjzSRh6qHEKOFIckRq/9Vje8ly0PjWTlGHaXT0NfK3qbPxOBl1tGbXh0NUy5wTLbWmqMTHAeUoiafc8fc8a9SZWQNKwdD7bEh5Dc46QYye9o/oc0m6gETZBP5/hFI1rVOfV50/OOdYCaVcbIZBiU02OTSOmGufnsxoQjKthBf+4iIHi+cDrIlf77EvgY1AjoxqGKm4CXPQGEVzlCGRt8LrIjId2pmkwqeGorGVUl4fHRC5boM1UQmrTSrgHOddvpoaHCJdsmVR6KI7fAFe17plW1xSZm5vDP//zP4fsex/60Idw3HHHYW1tbepxMzk65GFJSOV5jj/8wz9EURS45ZZb8Mu//MsTyzbwSmY5FtQjjmOmxyit16Q5Kc/YzHzXLs7+4mM+GRgYY2FsDtPrwXQ4U140I885ivjiIrBrN+y27UBRwOYZsswEt0GRSa/Z/FwkpWrn41pnrDgUfJQXgLOZTwvNHyAOwHow7vUYKHV83NC6biobx3Aagd34aouK2JS/chyzgmBgM/524ACp7Bdu4lxtEAOZQ+GplkWmrP/DvYNaU7ukIDABrDcBRgNrJECNgCSddfPc+rNlmUZKTTB9n1IZwnVleVxhiOmz3DyYGERWYqRlBsgL2JCaN2uCTn9sg3BS7W/0zATwJuSI2YBsaiW9NEjWKEJQBjAd8DVMy5OHJ5RL9lOaTS+9IEX7BPAqiwo/Vvj6yAigkGPYAc64GiSBav05+MvEgPFadJ9NuN7g7id/p4BVA3eJ0+BbPhZUVVBZ44VrPq9swDVFy7WRqD4f7+YJxNNW6p7Wpkl9uNm606PkOZDgE/pT+0B+ST+Rfo6mN2srl/CQHX/aaafh3nvvxcknnwyAA2qffPLJs7hS30YpigJ/93d/BwC45ZZb8MlPfnJyYVngGqDXMVhcAgqlAApmFxNEwjgVWqEE42NIFaizDuqsizrroszYiopsAdvvwnZ7yLod5P0uW3kXBShja+88b86/rVNdz2c1Noa1ZjLm5zm79GUZ0O3CdAp22VtcjEAmTeygx05RhqgMps6wVRSkO9J5WQMg+Ttd1RZF8xjypFldxxWyMICS9j1TRJWVOXcKAUJsIaWHEcFJzhNSYdhrS30s50q3aUnLtpEVqelJeqwGirr5bZhh2vlb9gmGGMNdGlcI0ak1m1pZNz6h84dc8z5PIHcmii4/Dd/pNqv6jVwf0LSialyXek4bCiXfL/8/e28eb0tR3Yt/q7r3cIZ77sRlBgfEXBBFAfmJ40sMgtFojFNijPhAnpoAUUAE4kCcAEExRESfT9REBWNeHmqcUJGnARQEGXzcSwRkEpnufIY9dFf9/qha1aurq3v3Pmefey9w1v3se/burq6pu2t967tWreL15UQnJz79+vLfoTaRhLzMvLy01sV4nACEUogdVlLZe0HvqxAAbOxPYetl3xMJhUgn1qZnvaLs2lUplPGGklafyuz15I6LtEEg33yQwyz+6PJuWbD9JYQf+Wn28brSeL4PZqLq1aGyfjpXl+D5Oh+bfuBOeSXXVeHIoaDOgE6Loghf+MIX8PnPfx4A8NBDD2FychIXXnjhMKUsyQ6QxyQhBQAHHXQQPvaxjwEw2z1+61vfKk3r61SxfLnxfJqczBgcCpLodoUxXk7GW6phGKDJZea65cvNtRMTwDhts9oAGjFEe8zEldrnScCuu0FMLjM70QAZQBECaDSdB5AeQHtMjBvsA2QcWhxZT6kmTIBRGaHRyIyJJORR3mSOYA2L+VrN/DihFDKvJJgqCekZoRwIMKN9FJmljGY9t7H45TkGYZ1Viu0jHlBI2MCHfaDbgZibhZiZhpjZBjGzDZiZRtSdheh2oHvG5Yt0dMr1LQN7WnveUQHRlb1eJKWGJqgGkVJ1lu+5TkLW7+SSJqQhp6QNOhtJdsPIQykypJTdI1xIkQfbDOhp9tsttfOBJ59ws8/APgjNTDhKKLOCDgJU0ChYO4M3linUUB5ccfrfNSvbuaaziQjlwgCnuURlgTodMaMZTyO8Fw75e1GoZtbWwnlLMprJpLE10rbgJnC6ncyoLE6UBtwugo48IbLSJM5itc2XlKotZXkPANGVWerQ1+GutcHv3fajnHjKkKVdvplmBBWBwHl2mfOsW+RuX7NmDf7f//t/OP300yGlxJ133olnPetZOPfcc7EUf2HHyMEHH4ynP/3pAIBvfOMb5Qk5gSIE2g1gbMLo+YZ1IgIbwmnTMslURCQNxCFH8YaFPZHIwKEQgIwEomaE9rjA2JhAY7yJKBJQMjJ61hYSxRYj1JF22xjt6Dlr2jhT4+MmrAKBHYo/EMd2KV8jT0jxQOdM19AScsV+U5854wtf40N55Lzf47zuoj6PIuPlpWx8HLdsHpnbRWx3jqHtimdngZlpYNs26G1bga0G3+i5WehO13jcah1Ue3yHMbdM338OKD17JgriCDWP1ODnOUESOkf5h/rc/g6OHFXEjbA7sFkyClJCSomI1ydmWIdCERCmzpXBJ8MlE2veD3XHuRAeqiKlPOJKh/qUklIeIVKKE06huvr3lL77Xs2htofyqjKYUr5WMQnvOYqIsAIRad56OUWBy2HAe2L1pzKeVsISVVm3mXsohUIkFCKhEUfW6JdFvwSgg7eGx23nEIf0KoWCqyvaj4NZ6ENdiYtddxVM467W9SszSEqeaxPZYojnnvJStON0SftCY4pfTmjJ6JD1H3jOytve9jb813/9F+I4htYaf/d3f4e1a9cuxczcieUxS0gBwCmnnILDDjsMAHDeeeeVpivoACkhpqaA5StMgPLxSWBs0i46jjNl53cPAaSJceM1tXIFsGq1+axZA6xcZTyp9tg9FwBKANARAzbNllHANQkpwFwyMZHF+yQvqVYLUFEDQpgiCZ/R/IkbHslyQLv4RXGeIyOdl+NRkHEfWtv8GBbMJtrmuyTrluQtIoBSbKNOEmBuDmJuBrLXgUz7JrAhKAg0rMJKgV4fUbcDTM8As3PQvQQqt61ylr/p23x52gv07dR1mfIFjNs45klIUd4+2eKfqyjfLSoUrHR6Rt0CeclimzGyys5CcrHPpP3baGYtYSBTW28p+l0FoEJKKdSSXDp6uAKBaN137h1VyIyBKg46gcx7SbCaaCBXS63dWx1UqD7YIEKQl+1H1C8Emkd+Mm9dz6m+Jni4rbe3XC8I+vkxTV5SwpRhSUcionIkYogEhCHstL2eAplrILfzXtYfGmmqM/Q2TzKo+rIhgdH2ECLIXZuHKFfpjMTSyo2NJMM2wZ9PheZXVdcOEiklzj77bNx222044IADoLXG6aefjje/+c1L8Rd2kLz2ta8FgOoYmVx/WItRuwW0x4SLOtBsZESUGxKQH6fpOIVsojhT9KGY4mMTEZq0g3wcmxiYMlP0tEyQSO3g8ONLs2kDnbczly27NbBot9yOXDm3BwIzZGnjusR6SGkpsyXkRE6RJzD3svIr6ZNTpDvpRSJ3jGXLzG8aF0XWbii74UbSN7vxdXtsWy8YdW4utoGh+5DdDjAzDbFtG3S363SMBiOkNKyuCehGIYoEMsceJHUGBK47fP3jfw9hBGniRXLcE1xa7tdPmkDfIooy3CUEIudlIzOsQ/fFpPKIIX+81tVL14ZBdCFdXeIxBqAQT0q7OiMbwEO4kJLwPvaXJtJ3whWcaCobtwe+kMjf10HEFF+6oBRSaUnCSFpQkTIMZu+Nq5t5pgXtsqeNd5XUffNXKnO7dQIoY+iWQiMShqCSQtvf1stKKkSRRhTpXPV5aDneRCKiFmT08XFOjaQhk2jJFfOsVKBQ/ltXk2ah9GXHatXQByuclGLkpvY+o5D9998fnU4H73jHOwAAt99+O1asWIGbbrppJPkvyWjlMU1ICSHwkY98BABw9dVX46677ipN68/TEMcQY2OGRBqzLkhtG3zJeju5T5NiTLEJf6iAVSvt9nhcaQGCtq0FMgAFq0tqUhw095yYAJZNmWoKAUQtswyQcJwQ2fvOcZrdANAYGxsZsSTA9A85iFmOI4slZb6T1zrA5uBOH5vAzrn4fvm7lSellDKeUJ05iDQpzKEJc1H9XOxnwj/9BJidg5idQz/V0PxRFkAUlfSpvTdlS/VyHZ5lV8ym/MqwFB5AVp9K5a/hthWBcJ5OOeI0agBR03yIcLJlipz3EYqAnreEB18VTJt7/VRHkTmSoyxBDkAy4cCrkGmeWMqBOU4gC6oB4GIlsespl0IJDtyhCBQ1+8sJBm2uM5bdzCJfWP5I6e2M0BA/7EEP1cWlz4CvdqyxGTuUsruz8PtcBZAFy1sje2FZeiKnNMxW5IBGSvGw/ADilbKdyKOaUqvaWmds/rBWxNK8knlmU4/EGkRO1S37D/7gD3DrrbfibW97GwDga1/7Gp73vOchHRj5dUlGLX/4h38IYDCuyQVGEcYY1IgNKUUr3wiyOKdZ/0OEFcJ6LbbxxGVsxx9Y3DI+YYgSCCCWaMRZncqGtYIoO/ZMTgK77WYATssGNR8bs/E7bWaNRsaWUdwmINMZVq/pRgOKLGZRBB3H5jeRWn5gbh6byvce5r+BzNV8cjLbpkupfHwpipbc75nfMSMSOHBy76wZzwVgAjvPzkFOb0Uy1ze7HbPhGkIOfp8DRE+47yvIZt4/3KAWwipcN4GNWlW63CcBbTpBpBR9jyKIOEYszPfcQ5xlxhuV16k0BisW7JvAtKvDkAaRkG4dRExRGkuIOgwisrUDOpAWwvM2I/1PdeH18usZ+l2HkPLrUOYZRmOORnYPJbvfZoIDtxEMGVcd+WSZWW1mBxYaIUIKqcxaOi2ImKw2jGRklUIkNaTUuWV95Cnlr7wlB+i6my3mupXw5BAwYbsholCFAjh+6Dz887qEXqsCIzXqZg4NIKdqdnwURfjMZz6D66+/HlJKzM3N4ZBDDsHHP/7xkRFfSzIaeUwTUgBw5JFH4slPfjK01vjc5z5Xmi443282TfDNyUkTW2rFimxXF/6pGsTjhlnKt2Kl8baKYoc3AABRBNmMDXBrt0x5VKeI/IDqCVVjbMx4tU8tl4jasVk5OJ4ZF8mwT9iNcBx5vJNOd8RUIyOjHGZCpvOzwOvmd87iH9RzItscRnnHIaB7fYi5Obb1fFmDM53mrLB0StoJeZIi3ToL1es6bFuGv1xF6yplpljLwPpQ4gM6n7QI7WADZDejaXctktaU3Wibvza4rAHVLUNMNZsQcaaNDdAja7a2DGNs4qqRFZm8o4SdoQDuAeEEU6UVqOR7TsreK+qDqvvDlZDrq4jdHHanyvRY2UEHnjRyu+nlyCjvuUfWpY5wDQFJ3qd0wnkXcOJL56+hv+55MNu2QwsgktB8kuU/M7xPgmQoMoAd6Hei73Sqc++xVrroul4h1ZbDIScDw8ow19DkZRC4H1Ys6tW+Z51XRB1iab4eUXWbEEURPv/5z+Pcc88FAFx//fU49NBDl0ip7SwvfelL8ZSnPGUgrsm9u/avCyPYEBgbF8YjOoLzUfA/4XyNWmmP5Q1RiGKjd0UE2YjNrsSRRKPh5UQ4aJAQOQBkwc732ANirA2xalXmzk0ghkiidtuAHh5AxuovZXWeth/l69yy755XTy5aMpVPS/XIeEFphch2jyGWj8ZWt7FINsbmglh776YCoJSGnp2FnpkxS2UA5Miswv1iOifU8YNwbEg8Y0juuI9TbD8J5o6i+Tk/1hfPhz+/lA8Z0xoNk6eUiKRETA93VhnWJxyM2jJCXr253/PoE/++h/rLP86F+sfLOueZ7uWhgSx+VKgf2Xdd8RkoviLylE4hTijVTlnjVc7diJFPih0z+w0DUAxjGW8nofnOvyZOLwDjRcV6zM0DRPGWSKERS2XiTwlduC38UeTqXutqJ/CaPEqpaPY/P8axNf8MhTrqWKxK6zRkfvMp2/+EYk1V1bOM+KpZVyEEDjvsMDz66KPOC/y9730v/u7v/m7JC3wnksc8ISWlxN/8zd8AAL7whS9U7rgXdFIhUiqKzLbDe+wJrN7VLONzW/paNobWrLfaJu2KlSaeFLkrAQb5RZH5Gcdmhz0ZQU60c2QUxZuJfSBXIhy3SQk0WwLReBPNpsDy5WbFIBnv2u3sexRlRsZWKzNgNBoZz0E77hDW43oxbmSDOO9HEqMvtLGy+sFRlTfgaQ105iB6PTvAZMBBK50FDU5TaNqWXilISmn/08g+Sgmj9zpdyO6cYeyp0CDoywI71+p574GpBPHDSNBUzSy9ZM5pNoGWNVFTJPuoYZfnxdDSurI7bynjASXiliWnGhBRDNFoZJZaKj+KDMDwgzFTu+m3/wB44vM2leKDWzpGZfg7J4XS5SYT0oxi2tW8WLmKersvQjDiiQNbr5HKgCljxWWnhQDvBR7PzOXFHzqy/FDZAWBbuA/22TX32GwgkLMWu4fTvQAAr4d/k7RNo2AILn4jNWuHra9KVPaYzMM6uCAZUEhdrF0qZCodtk6DPi6tiSfGSalBBJRNNa9iy8Bz3Xt12mmn4bLLLgMA3HzzzTjiiCOWgNt2FCkl3vnOdwIYjGv8JWsAXBhMIQwxNT5pIg3E5KDtvy9Wf8c2XObYWBZ7BaDhS5hNS6IYUcNgHDneQmO8lc9KwOxEXFe4t9PEBESzCbFsmSGcdtvNGArHx004hGXLrC5sZOsJmd7MPFNZHET+8StK/eaDQ+5e0Wplepl2/TM3KXMnTxJLRkUZuKK2kfcuzZzd+MrMkdr2r/2ptMVF3T4wPWOMAqDdgwMohOtVTqr5UqZbQxIiPkLlBfLXrF9pCaWOY0MSxnH2ITKRwCot15MSIjYb/wghIOLIbo4TIYa17eTaQcqVtS8l4kPn6wfkSZM6feG30Tcc0THfkO0Tefz5IkMgkJFFZX3ti4dR+NJ7rXW2eQl9LCGl+DE/P87MDFIWjL0RypBFmnbZY+EJsjwZKUXeUVrBkFPK3jYBqqHD+/SOaLqO+iQImXK/aXlfSIfSq611thM5VdWtIhuA9IcxyIVsURol98Ke1WDE1DDPKJGWNRV+IcWAa0Jng55G/BkNnS/E4lTZHLAkv1JiqubNWLlyJW699Va3C98//dM/4fjjj1/CNjuJPOYJKQD47//9v6PVamHDhg2VQUA5O54bwBoNA4Lo4OQksMsaYOVqs6Rv1Spg9erMi2pyMgvYFChDNJuQY2OImtaTpd2GjKXBXYKUjymrYp5fEBdvGBKtqRbihnRcGGG0JMmwE7mpkmFvfBxQSjiug4yLIo9lARQdeUjiqIjtJIrpbG8w71xtApbTpI8UKdu1SqQphFJAkprvaWqW8yUJBO3qoZUBa9q6Omvhxl+RJkBnzixbd3PyEk8crtHKyA//L0sz0hcnSLTwY0CmBkh9mZCOZhZhQW/DuLcLyiOKjEeVaJi/tMxPeg+IlzOvh/ttAaUPQrX3N5dPSMrc2invQmwpr/9D90PTfwyoa+R3xwNySitXv1xV8kCPcjS3IaNCwy3MkzoGBHJAz+qhTRwpQ0p5QdnpOycpyepujznCS/p2Q/5hTQp0jwGtWcDzHCmlsmu0BRQcrxb6M/cAVD4BNWUUedQtSg/Y/xmDwXqVJZDAqaXXAAEAAElEQVTvVDjIK3QE4hshy5oySN74xjc6Uur666/HW97yljDwXJJFkbq4BkDOu4QUuXWCBY1kUcMEJG+1gPExG6lgPItYQBiC80MA3Khn1I2EHB+DiAXipkAUW4tXwxBQbggL6IpSYVYwMTEO0Wxm3k8U5HxyMl9BIjAoDkGzacgOy6KlUkBFkd3wxfOIcgCJxZCicwSOGo2svCjKu5o3m6zPIzN+J4kFVK1Mp0ZRFqsx28HGTOK12dZeKAWhaRc9GotpAwqD9SAAMTsDnaTl7y7pjTqAchAp5R8P6mXksUpJPkQQ5jxr6Dr7oHHShMoTdokleUrREj7APM9SALEUkFKgoCdI/wjAc9EP90OozYMkNMn28+PvpI/tpIR0Bu8BOxMCCLQSAD1OLPaOO8FSe/coR4Q4w1gNEgoeVOJ5OqXjkYA2YLlTSL6ateSUtplLAUitoIW5f1KnLi/B6iYwsKq2yw0pRZ5SWX0ZfNT5cJE5Ve9IYK/aQ6hBH3XWQzbF+8W/jxId5fKpiWuCy+lGiQ1yu2f7Fa4gpWrUgXbhO/nkkwGYTdFOPvnkJWyzE8jjgpDaZZdd8MY3vhEA8LGPfazSmlhKSkWR2Wa4YSb0IpLGX31swrpcVyssIWCDRzdMMM6pZZArpyDbjZw+ihsi26kOcAHKB4mde0KJCGncQrMlnYFwfNxUP01dPFC3Kx9d64CmyHgI2lgw1wZbDhn+aDIOUQyfJayWtBirrOZmbOl2MzJKKUMyWRIK/QTo96A6XehuB+h3gX4fOk3dLmDGEqOh+ylE0mc7q5kKaJpM9xOg06mcX2bgqObjX0VcjUpC+bLJRZYOgNDQAhBELkXWtC3sTYszayMaEWRM7YyAuAUtYhfYVUcRVKvl4h7l+Ah2zNWHTTRCZFTot5NQZEmaHDCA6s4RGecvJ8vdD9snPmQbWrfwvNgxLnwZn/tN7BMHvnSs7N0gdgjGqjhIyOKpkbUZyF7MXL7hptGLbGpGByzJxUkq3kRF7VLQ2qA18vDRrGEc2AWqXtWwIY9Xy7xfzTrL0TjY4Q32SSf/w4EceX/2F7rXdH0ZxJ8Nkje+8Y1u+d5Xv/rVys1DlmS0MgyuMeCCkfoUkwd2ExK2qjlqCIgoi3vnC/dAJi8BMwxLxO0YjZZEo209y4lIGmsb3MNfwmYNLylKH8fZ0LZihY2iPpYFEB8bM6TU1FQ+bhbzKNbWNVy3WsbzhgfF5HvC+wQ/J7lID/FriPSi3f7I/VxKt9mKcVtvGjxCXstxw25tb729k77bpZN20dSAwTYA3AYIWkNrAaUjR1BBKWB6GlDKQh/rtc+7ki9/qytV5FSIfOIES8n1laXzfGzbeVmOVHSeUgbjUKwlaYkpSUQXtFuiKrWCtDEjhVvuVdKuQOzEoSVESoXy9Mk4IugIiPukFCezKFv6S/3kfXLlc6kihe3EvnI5VEBcy5hyye2257xNPDxGhJX2ai+ypXmAMeJZPgqCL17z2hZ8ZL2Pef01YpmRUv4jy9U0kVLUBLc7MRUtwgRVmRQeD94dVOEaGI57t4Xyq1V4VVKeviY5mRWzgEDkVddUEaVVz2zNenziE59wpNQ//uM/4pOf/GSt65Zk8UToxwktuG7dOjz72c9Gr9fD6aefjrPPPrsyPR98gu9emi0ZM+6madilUID5ujcgImk+RO5oBdXvQycafEct2kFcazPv68xVt09pgS6amOtGbmXJzAywYYPZTThJgEceMZil0zF/p6ezNdLttlldODkJ7LIqxeSEwXm0k26rmQ3QFKpBRm4FonGuEZnxT0YacQQ0YhNEsNJYlvQhu3OQ0m7tmiTQSd9YB6mPmWREl41rZJkzbXcRE06BSyhhjotIoN0kkARjaW3EiCK7jbKddGZKiMAfi2ZYMI/o8DH7feh13mUyALyYj2UTnUu6BDT91tQoswaf1VsKQKR9wC6ThNLQvRRIepCqD/S6LgirttuOCGor9+qwcSyE/W0CXIcjQRZAElCMz8HBM59M8X6gviYASzwOXd9kOwUC5Mdv+4LIFFaTUrdchk5SuxOSNGDW3RqaPdAyAHbclaBtBV0ANaqOsACapUtTN2EMQkZatuAAaLaET9P5hn0mZDZpdIUEnintztPgZP9yN0nK23FWAsIGmxPCWPw5oS4jUQBpwhJ0OYxaeCBC96LkbcqB3JLzuRy8QYiBeLfUgyQw/pTm7whAMRRgy9fF3u1mw4Dwkolg/vA8J0xZdsHvVcd8Oe6443DJJZcgiiLcdNNNOOiggxZUpyWpJ8PiGk585p5t+6zSynitszfQOZL6A7d91KNYQEbSLZsCzHitUxszCewZUqkBIETyEjgprS8geh2g24WYnjbHOh0DZh55xIxFW7YAmzaZv9PTwNatwObNZgc70k39PlSSQGmNhNrLdFeORObvO496zAkCsuxxYiyKTGyEqSlz7eSk+btypdlpJrYk1uQk0LSBu1ptO9Zy/SayY1GEVAhoEUPJCFrGBudoq+OlQNSOERG+GmsC4xNGdYKWPBmR0u4iWLb0JTfT1sXzvN/44F24Z+whAnJ5EjGhtd1mhghL+h4isnj/uwA/kdN/mqdlusvYg6iehNMzdkElKVS/bx4y3g4eyZobFcraO0i0HuwNSEQVK0s6zGGeUaEUIt4/3KihlOlDu+GG5veI2kPEpk+2+W3k7WTtFd7fQt3pJ5j2ZthCCYFUsvcpjgARFa3eDbtpFGBwrRSAbAKReeaVtEtv7UQk1QJamImHirKJis4jnlI16R5pWI9w+zuKsrYT15zxrcLCIF0wWLll90Fckv12Xez6rcyzJ58qd5El7Pzny6ewDKxhY9yQpJIA8qTiMMKeWZl7VxHwYEDuWSqc8yW0/Nj7XgpfahLNxx57LL74xS+i2WzihhtuWMI2O1AeN4QUYKyIf//3fw8pJa699locfvjhlelpPKnyDiwkdN4QhBCyh95faSVFdlAlCqqfGIsZuW5SttbI1u8FiraEjBYRen2BJDE4DDDj5NatBrclCbBtm8GHGzaY452O+WidrTJcvhxYvVJhxXLtvM+50ZDiRhBHQEZQIqLot4w0mg2NONaI2ARdSp0bj6A1RGcGSFJE/Q5k0i9GEnTkQSZCCijI3Np6bWMhGc8dY/00291HEFGMRsMEdIWEcfOenICMBKQ07L2wk2Sj6xmjT/c1REz5QIX91ZaUqhQ+KJY9YCFXeCKdTGcYxc5d/4UwhBQjOoSAe5iFbZOENkSTSqFpt5lUQfZ6QGrvRb9ngi5rDfT7WfBMRjiRt5ogS4jfV/ZDfap5Wzj5FLKw8nO8z+hmSQnnrkfgT0aZBZ4UumR9yL2X3DFTZ8GPairP9qNKs37lQu1V2eTKkUVlgwcBF2G9EXiWrC4ydK2dFLnXyJI+mggVimfnfsPl50A7sra5ZcJg6ek+NBqoJKTIlVJGENIGwmcvuYjyYMn0hcqwVYGQ8me+CPxmeZUBpZL3qQCxWccXMErlZDk0GbP56hoTmCCIYn1sB1vhVUoUrqsHrKrEb/eg3770+30cfPDBWLduHZ7xjGfgpptuQuyv7VqSRZFhcQ0AM75QcBR/7SYbozWK81SakAHIj9+EeaS0xBQMCOn1iq9B3wKaft+QSAFxRXS7phKbN2cV2Lo1I6FmZgyxtWkT8Oij5ti2bSaNJVVUmkKlKdJ+3+hk/kATvtDIDAoUQMbpE5mRTlIat3Pa5W9sLCOrKFgnpYlj69HVzkisyWU2De3KLADZgPNq4qv3FKCiGLphZsRKRgAk3FLqKIZsRnAbNUsAE5MQzQakpEDPCrBeQxpMHzmDamACTefZ85B7CELkhZ+G/jLCXvDfSpnniIgSINPxbOlabndD/tzZYPDk0a5llCNaqK2alom5+2zqoJQy3qg687IHYDB4mnnrFwi2sjaXSc2Jbyh/6h8AhpBK0/z4z3ZyFFpbDOe908wj1/U/J8BI/PsdaGOQlGL3l8TNYuwx8rBPiUx0BGNgGQbFM5Vxpt8o9loUGUMzhCOHlTaErYaAihoZBibMNkByjyQyLMb3mCEHSc6Rur8qRY7TDL1PWWnUM5YE40fLMI77LzvAfzIDYKUIYYaWeRBSJlYvqw5lWe9qVz4RRLS8tnDv+V//2oo8C2m8Y6X1rNFvnU4HhxxyCNatW4fDDjsM11577RK22UHyuCKkkiTB8573PNxwww044IADcOONN6Ldbg+8jnRz7XfYG9ClJOWCjFmXxZfIOFtpE7A7p1Q0UmtYTFJDxMB6A/H1fNaBBTMzmb7ZtMkcf+QRg9O0zrylHn3U4sJ+FoJh5Upg5UqN5csUIoup3GYyEdAkDyhp0gNWp7ABWlo32GZTm+9CQwiV4w6cdDsQc7OIZmeApAuZphDKkhtppuiU1QCCgh9q604sjJeU8dIwQS3TVhtaRJDSbKGbigiImmi0JGIipARMYNVW23lJmZur7L2gmDhMqTMwUwBcIdCmNdKyh6UuSMkRT3zwZZ0oCYkin9ac9ObdwrVVAEDSAxJlrKZpH9CASLoQfesdlSaWlOo7MknYmF70fOa8oQjUlCxzcoQUAf3Q+lj+m2t/X/H4aaivyYJNSoNugetykXu3WOUCLzef8PP7zurhrlH5dnPAx0EgP0dbPwqR48t4PSL+2yPqhP1OkywHAvkkkYAZYVBBE0phr5X2JD07rP5xxGKpSIsPqc/BJqCRWY4shNv1iPIgjynXBJgJgOtVzQkpXfLXk9DkoAJIFy7nP9i7lHstfe+JsvKBvNV5PiozBKrihiMVBSMRsyRselB3PKlRhbq/fbnlllvwnOc8B0opfOxjH8MZZ5yx4DotyWCZL65xEyYay2ssTXWPNlf2NB6w9z73rGhtSKlU5fMATJlzs4aUSs2uVyQuC5p0d81SfQhhrG6dDvDAAwbM9HomzaZNwF13GYJq40aTBsbjOSESIuT1yIwDmSct0ycUKwrIlglOTDB3cQuWVq5EzpIHGCsfHZuaAkSU32EmshNwmqES5NAmXy1jaGmWzuu45eqnIJHKJqJG5ObwNCaL5cshhC4YAF32nGgp8wQqI6To2CDPUUpHuCFwWgCGJOEPjPTwDhFSXKTM9JK0S7qiyBQlhJnc27K1UsZbRuW9nhR5CWoNxXEcvRO8n0K4b5BUDZj8nK/LCMsw3SO0duRU5BNLofeY3x97zCcDC2Vzj/aK9gn+lxNfjFzQQI74JUJKCQpob/FJIzbPP8+82cqs4NoeE7FdpmEAvJbCbNgTRVAQUDAPf8oJKa//C3CN9Xlu1CHMwoSGABoaOMQiLymTLyskODcwb6BPRpm/NbAOz4cwqJQslwohMqjMiF4mHNv4WXp/y3LyjWjCfoLLeyvqHzwWIqL49xGQUtddd53buGUJ2+w4eVwRUgDw61//Goceeih6vR6OPfZYfOELX6h9LY3xvt4OiT+npme+juduQdezyWinE955XIgs8F6aGlIKMHhsdtbgtfvucx70AIDf/c7gtzQ1+KjdNnhp5UpgYlyh3dIYa+e91AkXUFgFIbLlej4h1WoZMBRJs2yP6gkYnSGSPuSjD0POzQAqhUwSQCUQig9+pGyNzUXbgNvW4Ts3iAtptptGowFltwISQkCJGCpqImpFaDakcSay6TExCSFl5p5rXbu10sVJsgMnnuKuGNi1UkYx+4RCHfFd+HODLQdtlmVzHesPyoJdTpNa81f3egaMq8Q9PDLpAElqCSm7dtSSUBoWQBIAShIoBto0gSHP3V8gAyjCgZIKReIv4eMvEClH/zxPE9mtIUMqUoPdNw8M5u4hTUyyPwDsc4CMfNAEHL12+6Az+AyI3LfCRA4IRAMxbRQWALrYXjlQH+XIPoPrNPj9NwHVJXTVIxmzyQCBSCHsI2knb9Iu1bFgUEbksZbdDwJ4psszL1DBusYc4TCtJkDzSb+a4lK6fvOWYHLvqLIJBJCftIyAGHLl8aUqMJMuHygbCQPw+RQ56NigIk4//XSce+65aDQauPnmm3HAAQcsqE5LUk8WgmsAZOQrm6QXxBHRsvh3ELABnL7gebtXptczQIXrVSqPyCitM2+qNDUWtTQFfvtbA2RIHn0UuOcec2zzZiBJkOhsqZ4jpPhkmhH07jeBHoozBZi/y5dnS/AobbttrHrLlmV1VspY7ZYvN+fHbKR4Gpt5/zVaxouKXM3Z8Gcm8RFU3ICOGkgbYxCNCFoLqLiFKJaIm9mmOEIAYnICaDQRxaY9UqjMYwgIe0b55NQgQmqY8ZYMEB4mMN3HJvG+Hqcx0H++3C50pJO4sQTGsOsIKdvmNIEzKipjhDOe3ZYkoDrQRjqhfqpqd93xtywdf975xx5jaNAYqfj9Ypv/5IglITJCircn9I6HvCXLmqCZV5tSRe91wMUZBewzDLglqOa5pzhsjfw9bzUzCzjhCCFZPC17XEqzjFUYQkoJszMjhLTd5i9tN5Ln/1gwc7rNFDuTCQ0FMg9rMjiklSPcgcA9zJWvXHH8TGWkriKLZi7O4eiK61lHyGEIqQoyqq4IVn4uF9rFm5NTlRmVAJQqkMLG88oW1GgfYZtms4mbbrppCdvsAKmBMh5bctBBB+GjH/0oABM9/5RTTql9Lc2TKW4luXHyeJj8GA8/UBez8XmIG2vYS0ebuYQIL758jlYrUfpWy2wC2G5n796qVYZ8oi2cqU1JYjyxgMxIw3Wl280v05U5ycY5ChRoAm+6sUElELMzEBsfNWRUmkD0e0DSN4HJIQxJkiZmrWJiXa41TEypbhfod2EWxJnAqkoLKLqm24WYmwW2bDEu2UpBpn1zLU2ELX9QWJJjA13mJ34MpJIiLRn0CvezClSFhIN+IG+F9ssLXVsQbiHNyAgARoE6hWnIBSnohsNYryiwKz3QRHBEEVSzCUUBXRuNbAttCojOQIpik2tdFYScu+fz/uATIF4XDoSofCnh4mY5UsnGK3DdIFCtoXi/mn7Md6sF8ZpAe8CS6gMS/hJlGbM+YJ9BCpJ5JmRbmfM6F59JTfeVrIuDyCjfFVznJ3CuR7R9Z80PA/C1B+SzTFhbfRkAhEMTgbpWvoD4NcjtZRQqJ1SGP7ktu/c8D50F+VT2U9gJyT1fNHmwgeNVNoaxjOfdB34TF5rmrLPOwtq1a9Hv912w8yVZfFkIrgGQLTlzxMlYFqibB+0mTx++FW8dvQaYtDaweMGTqtk0Hkc+aKLxvtUy165YkdV3ctKk2WMP852AydQUsPvuZufjFSugx8aQxo1MN5D+ICscBYiJmU7h2w83bJvHx4HddgN22cW4ilM9x8bMOSmNVXBuLpukk+u53RQH5HnlvNGs7u0nwLZp48be7+fJKGE8fswGLz2I2WmIXhdKCxMTUilIaKc2pAREvw8R2/iZXPeH7ouvO0PnQ8f4Z5D4OpxPROnDgbLvFc3zIJLe1dfiGdu3TkVpu1shbGxSWFigTU9om6eQgclqyBgWAt3D9AHlERLfW5wHzZdZrMicvmcB+9374Z7ZRr6PQvhgEFtTJlZHUf8F8wdydQ7nQ8QIi7vp3VP31+EJTiDzVCpnFC+DRPn5lc7H+HfQSwehiK/Sc/xdgRgKkzjUZz4ZNRD7FERky1L4sUGgVgfCiJTdH6VcPReCLDSQkcO8THqOOO6pzKjkppR5MQbqMVTenhC26fV6S9hmB8njzkMKMC/Au971Llx44YUAgFNOOQXnn3/+Dq5VufgGGgBuCR8JjSkUboGMiWTw3LbNnCMv9iQxBsmtW403lVIGO9Hue1NTwFhbY7ytDAZtmfGPgpzHXNfJ/JI981djfFw5PgPQiKSG7HXM0rBeD9GWTUC/i6jfywYWWuueECgjLWI8OpwXiIYlRmKoKHYGA3sFIGBiR7UM0NVxE4hitKdalpm3aeMIGJ+w9WaPukqRpvzRt8MyH/SUZ2UqmRxrIBxLqszK5ikI4QAX8tpTCPZXer+zr4LOIwMJWsPs6pMqQKUQUHYpXi/zltLaBTR398fGksq28fW8o+z903wyzdsbApj8uw9iuBWZs6E8jb+rEokD10TuCRgGhu5dwBroXBNLCB5qdxoiBlBtUeJlcVKGTRhkrt6mHNciDnrIugQT9wC+fY1eVCKO+KRECBDxWiSkdD4PH7E5bymaxAAQFNCYLJoSkghdGVmcZLx7dO4d0a75WmmoqmV6ZWqoiqSqKVp4ExIhyoOZ83vrp6m45zqQpqqWLqAtm/DTZg2CvxvmC2VeXo8hZdBcoqqIf/7nf8YxxxyDZrOJBx54AKtXr15wfZZksDzWcA0COgRKZcHI+Xhnl40DyGJGaW0ATa8HPPRQFiRzbs4QO1u2AI88AjUzg97cnMmj24NOk6KHCI1n1sPCDQiRjWUzMW4+4+N53UTgSApjRGu3Mk8OioEghCHbnJ4GIxusdZOMJVSlRhN6bMzEjxIwMTFhVZaIoOMYqj0B0WxAxBHaYxFEI7Ib5th+W74ckAINaWMkIZv46ZAnDOk1Oue74pdNCGsYBULDRYZKkBmv/Pvhe+MRQUn9LxiJA211DHJLGTR0/rcGtFZmmZ7DKxqaeU+Vekb5fTFomeugsZizJDxfzpxYEO8INiEg7V8qX2sbF5QMtjzGCF+yx+8vbw/psTLvSC5MB1ZSIBZ7pJyAiWPjIUVtbDThthKXdglfzOKCiCgroME8p2x8KdrIyMSPakLHDdDOd+QhFdZlmjgR15wctNeka7MrOFfKl+45+6ntX9c9HkmiWdnmPWS43vtW2u+sb91SvdLLfLyZ1ck1K/BMayCHa4T3dyEiqC7CI6OFyPBNZQY1AUnJvGJgGwa8r4RtWq0Wfve73y1hm+0sjzsPKcAMVBdccAGOPfZYAGZ7x+OOO6562+QdKD6zT8a9ZcuyEAYk5PFNGIiumZjIDJQTE9nfiQmDsXyjSpIAGgL9VKDfz5wlZJSvE1DUXxS7wMUh10AEBdGZdYGyRbcD9PuQc7PQna4BmDbKupibMxbDJDGkSb9nvJ46c45N01qbOE/9PtDtWq+MrA6GcEmhewkwZ66XSR+634PQKqt/KK4FYCfVuQMwr4N0k/kCeVQyiytV2rkBWWYuyt4yrkL+dTxoctVjRAQXC1IlUkiV2LXlCpmbdL4cLSV0HOd3tZEGECgpzZbMwi7HC7kH+jsWedbSQpt86x7/y/Oka8k6yAEeALNHMN0F+931S4ki43ahUN2qZIClhvd9vj5mnxWtlelTkfWtiiLn9q55m4P1Etkfr4mkljXgkVGsve5aL39O/EHY5Kaf83sOZFZq2ICfWZvZd1skLZnw4Vm+rxZJLADKdVPZveP3NURG8QkATXQ4ENU2nonygugGRGnmKeUu954rxQZYTnuPoL/qPMJl8oY3vAGrVq1Cr9fDF7/4xQXXZUnqyWMN1+RIIPJIarftrnTL8nGDuNcsARghjOWMgM3UlLGoLVtmvKNWrQJ23x1qfNwEEh+fACYngInJLDgm9wprt7MlelKaCfD4BLBiKrPWkd5pNjMvMgEzHjTiDEgRITU3Z4i0Xg+YM5jHuqADXYNLzJbH24BO1w2kut9Dum0aKlXQsLEANexfSzB0ukAvyUgRYWP5OcI8MTaYgifugPvBAaevo0ckufE2NAkN4Sogr4P8egm2m6sjo1AYzHyyIDjGhdoaKtP39q4rfv+Gyma4RlivxBzGgsFkOdVblqeUnkGTCSfe6rZlgHIwGwuZ+jskZvN2BjYKO6Ftfs7jhxOc7MOLywNjAJZ8ksKRRDx+Wv4x1kHoyedYVZs6K2VDzrHfWptEWkaAsAZbAZco31NmVYdFe6yNA8THv8WOYBIgo7yzfqkU+qEqNlxZLeu2wpWh2aZRRITpbCOokSE+j2Ae6F8z4Dxhm263u4RtdoA8LgkpAJBS4vOf/zxOOukkAMbN/ZBDDsF11123g2tWX4TIQhe0WnmPdCDzGPcJrGbT7jzczAgp2mWPuAJuKUhSs4VuyIgFANDINi2DtqSVYPOlFKI35yahoteF6MxCbtsC0e1CpCY2kbYBtHMeOIy1d5avXg+i27FeVBrQCiLpufxJj2nAEFvdjt2hpAfR65ldMZxouwwm1L9l7uuWQAoGGw+DtzzN5OcZcnkW2f9lxBf3kvLOcTLKfM+sPdp2poA2RBQ0zKZnabEMWmZnD2tazuBr9JCrPWn2KgKFowX+2wdVXAmHiCq+A1LIi0oK1k066ztenVz97D3262Gf8dKbmetkVCs4P40FmrRjnkVYOWJCW2BJ9IOyVdWcVqEJVej5BRgIogYF6kjbM/vtcs8/tTM7p1SZ2zUD/iEgS89sfupUT0L9O8+Jk3uTqggpIB+jg//2xyt3mS6SUJ71NCRam8C7HLhpezxXdu760ZFSvJqh42XSbrdx3HHHAQAuvPBCE2NuSbaLPB5wDQADaKYsEUQxCigOAWDADO1ut3x5lm7lSnPdsmXALrtAr1kDtceeJubTqlXQq1cDy6fM7xUrs3yaTbs0zy59WjZlY0VNmrhP7bbx3Gg0gfZYtnyRZqo0C261DPkkrEcvHVMqs+pFhAbsb4drOoaYmpuF2fVXAzOzdgNACQW7w5iQUCmg7K64Uiu7+60XtzFNWfWyMXGAD4I31nvHq46VjLulqhLI6Vc3/vr5cTxRIMvoPMvYjolCwG6C440/StnLMgJLW11b2g9l7aZ6+Qa2QmNLcJKfJoSjeBm2D1RZOTQBCOEgIgP89oXqWUc41mFeQDkSEObWREC2sxpvq09l8EmFZsdh77HWuesc4hCwiwR0YbVl/qODsK+YXpeuYHXNY800j5zFheQVbjPNsBm1rMbytDIJ9VvwdonA9/B9HUQkae9v6Fr+KSWUhMhfx+d5QOE5onzm1Vc+QAmVMw/h2Obiiy9ewjbbWR63hBRgwNunPvUpnHfeeYjjGOvWrcMRRxyB008/fee1KgaEsNrEhMFlU1PZcvJ22xgKJyYM9tpjjwxLkaEx5CElBAuPAol+MlhJae2PxWZXPNGZg4sQ3jXeUHLLZoi0bwCD1hBJCpko48xiP9kIpyGUzu8sohREv2eILqpov5dTEFQTkSaQva75br2tcsCtYlBhmxgWOx3WqwlBjVYAHQXfJ1FOGpgUNpCxhZDZUqssC+fpwwGntH0vJLjbMvWNcTnWkNrsT2JOcI8PnVceVjO7HiPwXVjShXzbuReTT0qFiCh+zAe6ZdcQ20qugbx+3FuK+opATa6jyVKnWd0DwEw7CgilaMWvex1Xk9B5nZrn3t6LsqsNMLJL79wncm3K3TPBfwN5lc+Bn30uc9Zyus/evQYALQAXtDyzQmXWakaSMPKNtaIcBA/qt7Lr6oBqfyLEvlPQVpcLrwcNMLQeGiha4RgxVWgDDyDsxz8INZM2RrB5FfIsXDtaUqosq6rsTzjhBAghcN999+HKK68cWT2WZLBwXNNoNB6zuAaAGdcnJ03sqBUrDLghALNqlYnnNDkJPOUpWfDwqansE8Xm+MoVFhCNActXAKtXASuWG+Kp3bYfG1icx9BqtrLlehPj2ZK88QlTP6UAMH3T65txc3zMkFe0FTGQjat8N1NHciMbgpMEYnoGup8a3LN1qwm+rQElAK3NEiUBBdm3XlVparCNHWuFAKROvXGQYRFRQkvl1iWVkCbzIKVyyYEstmbhJMc6LF8OTP0NT3yxxjatSsbUHFYStkw7sQ+xGKUNqcA9nKTyYzlVXVeChzT1QaMBbY1vmvWF5tiIYx+fxLMxPDUHhL7+GEJ3aiC8qYq9D1lyu7Oa/R1xVkgDOa98dxGdBKyrn3fcxE4ToM2ThLM7Zo8wC1ruUUOV8AHh28KblnWbJcdc/YQz6FFcsyxXu6PjfGgWKcs36vGgWXbc96QKvLtcqFO8exEinaoII59QKjwbrjhtzvlzMI6fKsoZWipxUyBNQN7+9rdDCIG77rprCdtsZ3lcE1KAGShPPfVU/OpXv8Jhhx0GpRTOPfdcPOc5z8E///M/o9vtLlrZSimsW7cON91008iYVtJH5DVF8UiXL88w2qpVmbGx0cgMkUAx9jbNt1Il0elJb2lOJobo0PlRQwB6rgNJg3WvD7F1C+TsDGSaQGi7jlrrnNeSG3yUMkv2kr51de9DpmluZBSphux0jNeUIg8rgK9HEkJD9o0nFjSA7pwLZi4EUNoo0pn+YJ8DX/5UlqVhIIA8VqT9DAI6QggbR4a2SJUQ8MgpVkkpgagRIW5IRJGJ4cOVaYEXgkYuEDfdOE4YMNAS3BWP+zf7y/FCAK3RKII1v5K8bF4Oz4+Elk7wfHmefPeBnAXTq7+LYVABxAk0efeplJTifTmIGCgF8/nnklzgy54cTXlEfgr227WtJI2ADRbHravS++uBZsHAoiOjuOJHPVIO5bhqXlJ3cjSoTtZbQWgbp8PfnYu1KwegiLiqIp38SYHv8eQmrCr3NORzCeU9OjJqPrLvvvviBS94AQDge9/73g6tyxNRCNfceOON2x3XaK1x33334eqrr0bibxqyEKFA5hMTGWm0cqUJYL5sGbDnnlmspjgGli2D3tN6R+2y2izbazQyD9KWjVuwbMrGL5gEVq0AVtq0K1aYpX8TE5mOaTYN2ZTa3cxIn0Q2Bk6rafJrtvJGEoqREwmDTbQy4QISZZbvsdiFGtIEI+/OQcxOmxiP0zPmMi1zG6gJbYkoAVOnfj9TSzQe2DHfEAIMF2HA+Mf1Mh/rBxmN2PFC3lLmPWW4UF5UXwAiiiBIf5d6IulCdczhwDjqruCT3Ez35Nrn1y2kT3xMFBIfU1V9eDqPoHL6XUroRgNps4k0iqDtUj63pB8woRV8PObtrlTAdLwdZfco0M5KTcOeQQk4YgqCLeUjMlBzVpZ/ZfMKKfJpbGxKGZlzQgjzeovMAFwWQrwO72arXpFWFxymTb3sLsau/w1FMy/fKJuXgrHrK5gVK6FPLeJm0HM6QIZpgY9Iysgrh5cG4MTSM3UMvzxt1e8Bst9++zlsc9VVVw117ZIsTB73hBTJQQcdhGuvvRYf+9jH0Gg0sH79ehxzzDHYa6+98N73vhd33333yMrasGEDzjrrLOy666448MAD8ZznPAcHHXQQvv/976NPgTsXKFLa8AZs7CHyaY89DI6jTW2AbF7PVz4RWe7edQh0+hKJ7y0lzGBC1zjp9cxESsGApc2bIJIeRNI3gzhtz5oQyWRiQom5DsTMNmB2GujMGQKp2zGeTZ05iJkZE5uh23OaQFjSSiR9CJ2YgV+DzbMVRN+CcAWgMxsYl1kQQzdpNwqO2sldcXMAineG3znkdWLBgJDSWCgrQEnBQsiKJ68pKSQiKRFHAlEsEUWiwKnwLPJOFEyL+oO55+HhLvNBGYEjUrrkKu6TQ/x7aFcmn7yi374llJ/jD6tPXvHtLikd3ymq1c622I4byCzXPrhG1h/CEnghUs5vDyfkwPLwb4IPQj0RPJ3NUxTP5gkR8mSz855cOyit/3Bwko4DWOctFainny/AOM2srRkxVdJ+e44v13OvWQ0Ca6CUgS+a8IRO+eUwskjTe+OIuIwwonMOWPEAskHUysrg50LgyqZRmln+fQIqF6Tfvrkj9JIaVl7ykpcAAL71rW/tsDo80YXjmmazuai4ZvPmzTj77LOxZs0a7LvvvnjhC1+IZz7zmaMnwGjXOiAbs6amgH32MeTUypUu+LhutSFWr4ZYvtKQU6tXAytXmTSTE2ZJ3qpV2e55Y2NmB71lNs5UFBtPp7FxYHwSaLTMO9VP4UaKRsN6VDUzd3RORkURAG0IqG7P4pk5g4/6XRYnswP0utBJ32wQAkAnCcTcjNlspGNjZVoxQ7ZGROEKAIikC1nhIelIF/4X2ZgrgLCnjj+O+oYkrguJUPL0uZCyzE8jjwHoO/PCFnFsrrd55D48M/JS5UF+fDJK2CVvZf3j91Hoe6juZTKIzOL9HdLNrB+5N5K2mEvHsYkxZXc7pn4ToRAGHNjbfOZFSlnJYcNgAp3DLgJw+FfCeOohiqzHsSoyDvQ7kobMZZjB4BO6N2ZTFePpRgQga07+59AS6g6ldAFa5c/bCyNp43/ZDRPqit0Ryuy0GahQoM/dUy/EgLI8HLuIUuYd5couM9x6XlLucOBY4bqaBtDavz157nOfCwC44YYbKtMtyWjlcbnL3iBZt24dzj33XHzta19zBJEQAi94wQtw+OGH46ijjsJhhx2GlStXohAo2hOtNWZnZ7F+/Xpcc801+MY3voH//M//RFm3rl69Gscddxze/va346lPfeqC22JDLhU21pidBR5+2MTTnJ0FNm82fA9t6kHzI9oRmes6M2fVGG9rSKEt16KzWKANIBIKcXcGMjJxihpzW01Q824Pkeqa5XZpCqQJRD8x2xn3eUW9hgj7n1PcRskqGMWs44ZV0A2oRsuASEiI2JA0cQQgEpBTy81ONBLAilXmhHXNNx6xOouHpbWz2mgE5pN0UHudO4QNQbOPsH/JssManv21gEQIu12x/QxWQJJVT9kdhzrmu1LQibX4QueIKkXLkvwHiH133WJ34RuU3v3mfwcB4CrCq9BUDoStuYwIln5qYoYpbf/anYQU1cWLDaRFBnD4Dnr++xvanYbcC8uGUN/by2uzpP6gc7YPBUNHJmubv4zMZIr7wof6MVT/AhkFOEKK3jvJnkwpkfnGs/6lJRA0cRCC1ZeecN52cx9C3FblVsAV1u9S8ciw0rdFaxfLzv22n8LuVGxQyAGlQXUKTfD4X0rDyMjsY5biRqFlpblxgN6phdmVfA52UFNIbrnlFhx88MEQQqDf7yPiE6Ml2e5CuObSSy9Fr9cDkMc1Rx99NA477DCsWLGiFq6ZmZnB7bffjmuvvRb/+q//ul1xDQBL6PQz8hcw+uehh8zmJ7OzSLduhdqwCarbhdq6xRi4Zmftjn0iGwuVnQw37HLnkGcXjbXdjtsMBY0YmFoBjNulgkKYekFkeaoUAI2TYMqdkWoyAkQMxGasVxDQwu4g3GxAywhpaxJ6xQrrbWUm83FsdzxeNo5orGnexUY7C9C+bJkpKQJ0mulkpbKlxsE7RgQ79ekwEzxtwyuw4z4RlXu6uL7net2PIVEmdI7G6CSFVgqC/FHYGK0IszADgebfPQMEz7cUy1T1RR2iKmTw4RjHVT4PQPmjJJTdJVlrEyc1TbMA+lafOYySpuYZZcYUvltgrsa+sYSfKqlLTshgSQRYFDnPLG1JRw2Y6KVkRZdc39n3Jm5mGxs4bBdnnu2tliGP8w8WcnZp/piw5oXFejh5XZHdTlommOXrc39KZfGs3KOj7G7UZcYiYTGSELaeNbBNIR/hvBBdsIfc+0jfs7bknvXKvOchttP4rXHfmcGZ8GKB/ePXe+/TQCqNp3d9EjgXOlbx7n71q1/Fm9/8ZqxZswYPPfTQQH25JKORJyQhRbJhwwZ88YtfxKc//Wncc889hfOTk5PYd999sXr1auy///5Ys2YN4jjGxo0b8eijj+K3v/0t1q9fj+np6cK1y5cvx7ve9S6ceOKJePDBB/Hud78bV155JVKrGAgoPve5z8Whhx6KQw89FE9/+tMha1gtQkK7JvNdah980OygPDdn/na7mf7qds0YRSF6iJgC8pviGN2g0Yy1sdZFBqM1dMcEEYdC3JmG6HfQSDp2t7ueWT7X60HMzkD2OhApU3qh2WlBBLSkXS1E5qbcaEI129CtMUhJhJREFAOQQDQxAUFxHSiie7sNNJqZQtHa4c3M62DxSKl8qwK/PLBi5vZcMQ8io4AcIZVaUoYIqTSFTiw549qVbRHtHpwAEOMxg+g6s4sQET0eweOqI/PX0N+AIioQURbIBIUjArqO+oeQSNIzhFSqjOceKWQNuOWbwoAZhMBDCJD6IFaI/HItXzgIDQBup5z9/tA6s2KDPWVEXEiZfxZyKICTR15dHIknM/TGiQ2erxD5fHyrbhSZrxYKSn4PHCHF6uARUgIZGZUjebgsEDgNHEX7/WxCRnmnqZ2T6sIz4OoZqkdZ3ULEK3+vgTzKFdl9EEJA2iUK4XxHR0rNl5BK0xSNRgNaa/zLv/wL3vzmN8+7DksyOiFcc9FFFwU9pBaCa5YtW4bjjz8eZ5xxBh555BGcc845uPTSSwuGvVHhGje5dgYVGDCzcSPQ7yNNU6iO2V037XSBbVuBbVuA2Tlg6zZzjZRwRgcSDWu0SMyyOj6+dzvGs7bVyJb7NRpweqJn41QmqXn9pJ04C9hxz3s3cyKgohg6agKRmaxrKaDiFnSzDbViJcT4uHnnJBDHhpRqtBsQy2xcKxkZby7avQYZriFSSiu7fIhInFDfksdnYNOGUtG6OPHkpBR957N7PubxpXlEQNQhoyhv20adpoaQ8g1nHNeorC9y/cDHfR+/1CWl6gjXu/Sbt5djHMITrMwcIQU4QkoS2LfvhCYyihsKibSi3yGDGuVdou9yaZB/mjWQkVEk5L2OPDFF6VMp7aQisviCYb64mX9GAEAYAzSiOJuMFGvPGKmiuNvJKk5Pq09IUROUyuJScUIKyBwjDS7OHNJ4eVlss1J0Y9OqfN0GidYArDeacK0optHUIfa7/Wp2RB4Cv9SRwLvrnlnvfhGWEfwee3mE8E4lFeSDF+GFvKgCNBXjzvr163HAAQcAAO69917ss88+VbVYkhHJE5qQIlFK4corr8RPfvITXHHFFbj11luHdkGP4xj77rsvnve85+GYY47BH//xHxdAGAHFz3zmM/jtb39byIOA4gEHHIDjjjsOf/RHf4QWD5o5QLQ2eoqMirOzwJYtwKZN5nuSZKQUYP6SzhwfzxvxhciMcFJqNAg7SKDd0mj0Zsy+MN0ZNFQHot+H7MxCqr7xhOr3EG3ZBNnrFgfNqjYUjghoGwNIAYacao1BTSyDaDQNFpQSMjLrzEWrATFhrIZu68FlywAZ5Q1SREq5gMyZcggajBJGXAxJSuVAhfsRJqOclYAsTA7MVAN6rZmpRlkg0p1zD4VWecIpRzSlad5KysgCrxDzlwd8DnlKBTshYBmh49xKSjsu5c1VOTLElcOJLOq9RANpLwObqQKgrIcUr6vOgAwn46jsKlKKfw8t1aI8uCeXJzLUF0DByuPcoWP2Arpy/P6VeSKI8suRm8wjil8n+MsPdp7naYgqEdslKjAAwsVMc4SU9ghJlVnUKacAIZWBxvmDJh5YtfK6fj83McntkhcYAAreXHXVZgj8+IQUn5g40tBYQaUsC05MgG7HEVIAcNRRR+GKK67Ai1/8Yvzf//t/512HJRm9jArX7LPPPjjiiCMG4pqLL74Yd911VyGPheIaAEY/dTqZzrGkVNpLoJIU6HaRJil0ar2wZ2bNjnYz00DHWt9SwGwmUT45Ry+xHhkNs+RvYpnVjTRWANi62eRJXhtRbN2evRdF2ckyaFKe32dURw0TH0iYmDFoNKCWrQLW7GKGgQhoxgBigUYkIKamMsKrPeZ2EMypEkfapI6IcZtQ+G2lsY79LXiIMhHe39C5wnnfsEbjXWjZe7BQj5BSCipVxshBYzLXJZx4sukd1gl5RIV0uo9l5jNF4u0N4QD/N2EGpnskYULCJUkCqbUhppLEGhnTDPhzTGa92QVNBmpsriGov0LnkPEaDpv6pAK7t4RbNNd/UiKJ6X2xeCFipBMZwqSEsS5b0jJuGMIq+KxUPz9lt84sjSzqTCE0I62KhJSBYdp1o09IudvHMWYR4dhr2G9XCMce/luVvS9CZI3Lza9CmBXMGBua3NR9vkPpSg1mwj2/2WFGSIWef/vXz3EoQorSDyKdBow9SiksX74c09PTuPzyy/HqV7+6qhZLMiJZIqQCorXG/fffjxtuuAHr16/HLbfcgrvvvhvdbhdKKbRaLey6667Ye++9ccghh+BlL3sZ9tlnn7A1OyAEFK+66irccMMNuOGGG/DII48U0pEb/Kmnnoo1a9bUrj+trJqdNRhu40bgkUcyr97ZWbIEZNdQrFAgGyvIUyqONQuWDbTjPhpJB7HuIprbZnRQ0oXszkEkPUSdGeMZNTMD45zu9S/7XnUuf1wijWKXRo1PQa6YgowFYimASCCKzF+xfKW5qNEwDVu1GkA2pzeZaNtX3MqWlR7cwIVIG/A8ql8fKs7nCXJWM56WWH4hjIUJCFpy/FI0LUJ33lzKAnFjTdOeh5fW2rm3C60zCzRzbS9tGbe6+bGqygAtB6Wu2gzEcGspgTOeDsgH7ySQxoGt1b3GQ4qsvrCKmJFpxowFd++4BZHK8okJvz4c4JWRUqElhyXKOnc+ipy1WTtAm5FABphkfJprO08n2O+cchbe36xOzsrvp5csvYBZQiozcEG7PVqUlM8Tpv+pPa6Z7HuBmJoHISVtmawG5UIDJH9WlbI7XRUnIa5u81WVVaSUv2SFE1JCQEYyDMhc//JxpJ7+qVtF/1xIvva1r+Gv/uqvsHr1ajz66KPzLn9JFl84rrn99ttx00034Z577kG320Wapmi1Wthtt92w995749BDD8WRRx65U+EakJ4ij6npaaQPPgydJNCpRtrtmOUymm2M0u8Bva71mJo2Frl+z+hF8p6iiW+rbc61x8xue7Qsjyx4SgFzsyYPCDuRjpCtwaexXmZElM9t8OYAgJBQcRNKRoAGVLMB7PNkyLFmtp9IDLPdybJJ454OYYKqr1oNNJtFO4/VZzoNe0kViHWPlPKX9wy6+/60OfvBSBn6S8v0aDY/SLg+BnKEVG6MJlKKEyrUbjoWImV8ryjv2tzxYcZ/eq785diEMfx3yscdQuRCOwhLSAluDExMSAx3TY/hHpcmcZ5VwTZ7ImxfhogrIYTzjCp4dnOvN+pCwagSarONiZU6j3i2YY2Q2YYEoAmIXboRsZhtwVoHhBFLwkumIB1u4q2U0lBD3BGew+8oymLpDoQp7gcvhHbrK16sETrO9Dono3IpSp5bIMO5ms4F7n3Vc70Qw5uPc8XgZXs5UolnP6jc0LV1QE2FbnvGM56B2267DZ/97Gfx9re/vTTdkoxOlgipnUAIKN544424+eab8Z3vfAc33HBDbnnfhRdeiBNOOKF2nqSf5ubM79/9zhBTaWqO9Xp5UmpsLB+nk3SM2chMO2NIJIEWOmjqLuLuNGTaRyQ14mTWEFKdDqKZzUCqEHdm4bYp5u0dsn+YzcjEXKAcd1sD2W6bWIgNY1ESUgDLlmeVn5g0gU6Rb5+pSEbOaKVBLrS8njmegVgqtmNglo+nvKnGhZGVgRMvbW6gdudFXrEHhRFSaZopnV7X7WLIQYYjAJTKx4KwBJMDcKXmJY0CIQMUgS1vs0/AccBWtjyPC/eGon6iCYXk0A1ma24HWHXmHeVIKQ3oJGsLr3vIWkrHfKLM7w8LJKF1fhlWQNlWkgyCBYy1FnTBgbYyoFZTluT1JEUGgAk1ufIp7xIPNSAjngL1cddLCSEoX0DYJYCSlv35hFTg/YfWBY8pgBFT3rncBIOq5v9l71Plu8KfT9pgwgJ4Z0kP1C3kNDmU+MCJk7H8mHtXzL0SkSxuqkjinnt2jxZYxWEJKXJtF0IgTdPa5MWSPP4lhGtuvPFGtzPffHCNe39tHmp2DurBh6Hn5qDSFKprySadAgmYLkqBlMZpq8NTRTNwE1C5Z5dBxbGx5AFwS7+TviGjtDYkALkwOScRkX1IF9u/ufkh+5vBDYG00XQxcvSaNZC77WriPDdMDCkBQIyNAWNtc0mjDaxZA8Rx0QmXxrA0tSpQ5ca1AlrxDStaZwaEkvhC1OLCb//9Jz3Gd9ILpSstpISQSvMxwBQzsOV0uv2tfH1etVSPS4iY4ueojvw7tZm2ug61h4Nvvy9YmRGyftWWZBJamxAYNixGDn/1uHd4gJTy21Rxf3NtIuEPG28rHfM2oXHPGuE/Mj7GMZLY7ohJ5BBhiEgAMgaabRZbdBBG9PswfNidFjLnrWigm3YO4tRFeWipHVyi86FbVywsT0zliKc8g+UyNIfLSZMCD+OTUJp/D2DaKq+qQcfLxAcQHO86Mo1t9uQTUl47g+NLqMxAeVX51joHE9j8l7/8Jf7mb/4GF110UWm6JRmdLBFSO6ls2LABl1xyCT7ykY9g69atAIBTTjkF559/fu080hSwl2JuzgQ5n501n243m48RXvCXaQtB8aUyQiqOgEZvGrHuoNmdNpMlodHsTSOem4ac2wbR6wBaQ/Y7EEkxoPEgoQdSKbjQQHb+CwUJHcXGiWB8DGL1LpCRAPFUAhJYPmXAXRwDU8uB5cshpAjzHpykURooWdedXxbOSRePiNLWMd9vtJRBwOaOcYXOz5KCCtSJpysSUhaQdOYsMM28hTTMBFv4xJEFpMonnHzxQV2IvOFgxgcwob+FJhGhoTPyynf9d6iB9ZmGJeESkLuMgLaGorxHjCMWy+rOY2v4wJgL1csHuiXKLkgdeP0k2XaYtHQz770joLU2O+2A96PtD17PnCWag0uReVAJ77wDiCJ/jBNSgIsTYJYgBkiXECEF++yVCFdJhd72+j9EgGi4W1+8lj+z5CXFwHohZhoGvXs1xa8nIdvQcg5HUkVmgwaBcEwsvlTVjyk1Twk5LVTNHbvdLtptM0m+5557sO+++y6o/CV5fMsocI0jk7XxNkhnO9CbN0PPzEB1utBd6xmcWk8ps5c6zNIV+iAzUABmswgpDSk1N2t0iJRmbJixrub9vplA86DofDmzkG6gMMNe/sVxuIaqklMrAqplSCnZbgFPfTLiRoy4ZXKRgCGjxsbMBWOTwKqVJn1IhRZIKdJx2bir+V+WPqgL2d9MVWQ6K6jPaDAhryhOulfpU54Hbw+QebIy7GKaxwgpH9cQvisjpUL4xRcvv5zwQbNsiR61x2+7z2owHMH87bJ7lKZOdwqljdGRluUB2TIICsPAj/kecF7bBeCW2OVigPne7Ryb8eMhzylbdxd+gnZGjmOkFGfKJIZbpidhNi2STTvhiAHhqLkSqa/3dMAwpy2Wl94jJxw20q5Jgxz7qh7p3O6QgPedXT+AsPUfoxwpVSCedDZvyT3jJc/0fCiB0EoAfppVWobGgfkQUqH3y0/H8w9dX9HP73znO/HZz34Wz3/+83H11VeXpluS0UkNn9kl2RGyevVqvOc978GGDRtw9NFHAwA+8YlP4LjjjkOHrHcDhAKWE7E0OWlWsE1MmO+tVh6DAHkeASiuRlKphkjN2nTndKIFRM+4wtN2xkJpq0SyCd2gYY6nIzKK18VMNBVEmpjvSR+i06FislyowlIahaZUuRLhoEra3cME28LWfiJhNsiJIiCKBWQsIWPpGH8pBeJIIIqlibHDgUmAjHLTfE7KlJBR8OriNSA7WiDIVHDQzpXNhcgPbvmqIozKvvNlEGQZ5TvqlJFRXElxyyoPXk7pSAtHUUCBCsdImOxEtqyCK26IfJm+cvTr6xNpIZf8UF0HCW+vfWl1HGdBQe3Dm7MsRZHZCrrRMICN9xd5SoXqJ9g5F1w033WOjArdG+dybo7pELghGTTZGEDYWYia+7hzoiTg9yAhQO6TUQyo+bkumIyicssktOTTKzl4de6akdQyKFVVbzabmLSBlX/4wx8uWh2W5PEhHNccddRRAIbHNW4Mo/e/2TTBx3dZA7FmjTFINWhXLoFsgwbr1SQbxvWo3QKmlgG77grssks2dqo0m2AlNiinSuzk2HoyRfa8U7mCgRf72xPHgRX5EgAastszBq1+F3JuDkLmA4hnBJow4M0GXw4Og0ynCDemA86bFt4YKyz2iWPzkQzbCLNxhRDMc5fpOBEo0+ky2i2H686gXqkhAQKngCt9ggcoxDHK6cK6k+8QNvGxDG831SV0va+Lfaxg86PRXfFzrOFaeniDjHfMgKcBaCmzpf+ExXh9LcZShNXi2MQ2o52NOA7ihkEfF5X0l+D4ll0faUuUCItBpDYPI72HAuYvJ1aGEu19bNUAM4+wH0CBRSHIpStcO8QjE5TCM2AJ7hAOrbgcCPCnwuzcp3Q2DFFgCi3sZ1D9hm1c6N5X5a1r7Stokg/4XahHWZn8b+hciTzjGc8AgGC85yVZHFkipHZyieMY3/nOd3DSSScBAC655BIccsghuO6662pd32plumBszPwmPbNsGbB8uedsQjhL58kq2lgNWkFCAf00GxCTBKqXQne70BAOYEHABCRn4quIwkeDG/Fy34X7qxFBQyoFofqQST9fAg00LEB25ZgpRB5UWSDGJ8a8DgKAlGZb9rgRIW5ExWU1PB8hcgBPcDKDAwNeSmCA5QDSr1deMkUvrA9ydXomPsgIEVP+Xw6EfMAXInQ4sCk0kqUJkVG+BY7Scu3Mqpc9MzCKn7YRzoF0Vje/33kd+BLDMgso1ZETQl6cIM3rngVqy/4S6tEsOKtfTg5QCzbpYoyyf//4c0YTtVD93W/6okseID4DK1fulc9dDRDmSiu7R4PKIxKKxzwLTVzYZ9GFvzv017dg6ix46napE4qP2iARQmDt2rUAgF/+8peLUKMleTxKHMf47ne/O29cQ+OqiMyyVtFu2XgCLYjVa4C99wb23BNYtQswNQUsmwQmJ6GWTQHLVxoCatUaYNkKQ17JhpmxpSkMaRUDiOwOfAqIWzaIOcUuaHh6MJvthV4hDVgP7BAZRdloyKRrJse9LqLEBKDPRimmXxoNQKvBw6YdL4UUEBEnhErwBWGUOIaIIuOBm9MZnqHN13Gc9OAu9yEyKle4d66kjgDKl5n5BBA/xcfbMnJoCF3kxMcm/lL9EAbyyagyQocdc4Yf6heuPgKEBhFR/F5pfp/IQMhIKIrvxO+n9uvv18/HQiGsAkt4lvWzRr6fXF8x5UeejaWive+lb2HhnKlFAMNUwKMqZ7rSGtK8aAHijx3c2c+ETM3uv0vHPwLQ7h8nrET+b1UlCvcvfM9z9S5rxIgl+ObOs7xnP/vZAIBHH30USwvJto8sEVKPAZFS4lOf+hTOO+88NBoNrFu3DkcccQROP/10t91ymZB+kdLgg3bbfPjcetkyc57ma6ZMM67QrstZ2CRyF7aElFJA2ofq903oBiWch6vWwOC133AjqkjNqCqUgtAKSM3yt1AAF6nMrndC2HXzINKBgQO7lET6Wz6HRLLgwQEQQfCIf3xwQQCOyCdndQwRO7wMJwQ2BgMiAo9ma3hWFaoWbJweKSGEBN+7QvP82XeniHzyiQPNkLWM/y0l2ZAd872lfALK34WHe1v59SZARkvX6Jg3tGnWvVl5Aetk6F6F2sLr4fcn/039QoQTJ5/Iw8kn5wLglTzXnLVRIH/THQlMYLXkmRdAwRxYAOE6r9klUaCUL8Vaop+EjBy8YfkMAe7rThLqElKhJRocSVIMMnad0HmvhAXHjuLCJxX8fvvotsytfnABC63hvOQpT3kKAOCOO+7YIeUvyWNTFoJrALhxQcYUlHwckJE5HEXA2LixuK1YDb18OfTUFDA+CTXWRho1oKSJI5PzoNEim+DTEr3Ijtd8WayMMp2jZG7IM39TiDQB0gTabn1sfvcB1YdQiQVV2hUNYXCVSPsQIoVQaZ58oXF+bMKVNXB4pbHG6Q/+e4BO84wwgsVxzHmo+gYY0ml++XXEq2/wPPLaCEB+wlhn8ki4wvcg9nXvoDzobxWp5KcLpQlhDCGgpDWi+bpDSFqeUKizdtiqmkysu9Nhrjf9vvKP+f3IznNM7Igq2jXSYUf7kLt6cZaXMEZVTcvuvfbynU8exW4of9R04FOV1n6r8egOJsMqcKDWhnQSIjdkld7jKhw2RKUKBFlNPDdSRDMkqfTUpz4VANDv93H//fePsiZLUiIjIaQefvhhnHnmmTjiiCNw4IEH4qijjsJFF11UywX78MMPx3777TeKajyuRQiBU089FTfeeCMOO+wwKKVw7rnn4lnPetZAyzSFHYhjY+QjLylOVpEzEe0eSyET3A6ydodZoWGCfGoblydJoFJtjoEz9UY0wAKRs/ZobdbCu0kim9u6VIZUEVrl4h0JwD65GpIvwQGsp4g2jbTgNIrrgyHh/Q4q3ZJrM9DHLIchYqMA0AiN1gBBFUU74W4VApmiL8vaXpwbrv168kJ84BEi2nzXbm6JC13PH0Y651tneXruBkUNdQDLHNduGQW1jPJgHRFymffr77cp2OmDbgo7XuVhxevAPkJkE6fsKh3u77JP1T2l/Ar1oLRePUOSI4CKsUpGKnXBESeffA8kyqeMbFws8ckokpLYHpRme9FNwxoD99prLwAmhtTjSZZwzeLLQnANjWVCAEJKyJYloZotZxhCswHdagITk1CtcaStNtK4BR01oGUDSsZQIoaStFW9tkuaYhtXyi7RkxFyMQSEMFvRQ2Zjo43bKJIESJTZKMUus3P+F3b2p7U2S4ZUYsgpG99QSkAkCaSygd/7fWYok2Znv1bLNb+WeHpMSAERR9ZjSqKSmOIGFYtrBDcQcSBJv0NGnaElgDVcPt5v8iQO6VNYsirnYeT1DccpvN28/FDf8PM+jvAZCz8f/zvX0fycjCwpGgXaSHohwwG5kAuRhwvKyvMIwMLwX4YjytL5/Uj9Q16NUpploPaT7eLrYRMgb+jSQGG9q6txDcJH+P1XJcU8yx4DnTPK1SDFFs0P2893OIyqB/aNvU8DqzGgbfy9mK8E3qX5jDJVsvvuu7twBDfeeOOIc1+SkCwYiV999dU48MADce655+IXv/gF1q9fjx/96Ec46aSTsHbtWlxzzTWV19933324++67F1qNJ4wcdNBBuPbaa/HRj34UUkqsX78ez33uc3HOOeeUXkNL+WneTzvqkccUndM64wvIwEUeUv0e0E+ANNVIlTJxQrWG7qdAvw8F4fgPBWnmf6Q7pDS7Wig4xkrb5SjQCM4T+bia0QkaQmmzZBAaQOpctwRZVIU0LviNhuEohnnCywa2EOkSUtJVZEDpYD/ofEVdgxoykM7WPef74V0bVEZ1SAz+OwT2uMcTxZPgFjp/WV4I8PDvLg17SHn5FBvJAkQlkHkXCTgvmDzoC5CG/LxPYJS1OQSIQ9eW9XMI0LFn0uAp4cX5smccAePnDTiPKCmK9fcTu3M6yzvriFy73XtZMhFwXknDyjDvgpeWdu8TVD6QD+hKwuvFnrdRg5p85UR+4uKLT6JVWoNdpn4m863dvIU8pGrHAHoMyBKu2b4yH1wDwL235o+J7YhGA2i1IRoNyMgah0QE3WpCtMeAsQmo8Qmk4/R3HGl7AmpiCroxBt1qQwkBJWLjbSJiIBfFDi5OlG42zSuXJEDfBNXkQ7GmpMxGBMrFzZM1hEoRqQRmwwidhSFIE5OQgzfSZYUtfAf0k6/DpYRoxPbTMB5Q3vKvXAncC8o3IHGPm4UQUYVrauRRpYPL0vvXcOKEzoc8vn0Po5DxrQoj8TqW1UMShjFg3CzLE/m6CJaPJaK0nzfVhe4VAp4wIWOplFn8SuHtilZ1Xzl24e2rwHoCMO8sxV0lDJKL1cGxGJD3Wx6k7zyCZmjROdjDm2VOm7d8flp3lMRUIB9h8VsOqwrPXSl/HV+yZ7dnsvOGId/DAOHkT+90IGxCSEqmhcUyKzPxsJV/PCBSSrdJy8MPP1yvnCVZkCyIkHrwwQfxZ3/2Z9i4cSMmJyfxute9DieeeCKe/exnQ2uNe++9F3/4h3+Ir33ta6Oq75LAxF8488wzccstt7jJwBlnnIFrr7229BoKf0CrhsbHM101bj3bJyZyOs7pEgJSaaKhlYCNW+6W7aHXh45iS1IBEFZBWuOGIaZkgXzSyHavK6gNmtOioHvNU6uU2XE5sZWhYFeNhmHZpEAUG+A2lAfEoImpr7x9cqIuucSDGQ4rgWuE6ySmcCiZFDYQa5QHmbauA9ViqM1+n3Lg4VtNOcFEaUIePaF+DZVDoi1pQmCdA8VGA6LZgrAPvIxjuPgYsAOfD8b8pXNlbsg++ORgnNe76lmh/P3vHPBpnS0hE/mAsnkSyAteT6Z4DkhKnzOPMIO5xIFDOl6SR+5QqK+EyCzYC5CBz6ctJ1iXOiCkzOo7KuHPhC8hoozA2naOXTCf4uhZfLzEWVjCNTtG5oNrHLEikE2cndt3E2i1gWYTIooQyQhK20mWiKBlBBXF0JHxlEobLaSIkKIBrSS0ElCpMMY0pyQlzLI+QENCawEtYBw3kHlC5RYv6+L4ZcgDpqJtU5AmNkZn3xpPYDBOHBuARrtuuguGkJAO8vuRkVPC18O+HvAJGl7GfMRdV369hsF0RL7ksEwhcQ1PjRB2C2GQMjKKX1fWryECqqqP+DMcRdkSPCEMUdSISwmeQrkcn5ABr6yOftvL2lt2begcJ6MCdRRRBBlFyBGh5HFk9oJG9vZwpjeEWit+u7Lno+ACu2YzbEinqnIeuMRu3gjJv9bLhzCgmxfQ9wpsQfqc5ZULkB56P+u8f16awR5ZLO2gsvw0I5Ixu7zo8WRs25mlRoCfcrnggguwYcMGPO1pT8MVV1yBJz/5ye7ct771LRx//PF45JFHcMwxx0BKib/4i79YaH2XhMkznvEM3HHHHVi7di1+85vf4Nhjj8VNN92ElnXp5iKEwTMzM2bOMz5uluR1uxmPw3FFr2f0CJFPtLQ7VYDSxgMqsmSQThVSLSERQ+q+ta7IzFtZ2W13owgihYkPVTEe8vm0ANwuehn4YGOSSjNvCCmNy34UQ0aRdfAIkBqDhEgpOzkcOBl2FQ9M7sMXDVefUHkl5IB2aC1/QhMwsMsK3HEMMZHkgCI0YfYBi+/pQ+xmSf0L7QsBnNB3eHnaegl7/7XIrHzOKiOE4TV90qluLIrQffD7Big8e6LiGRGMrRVSZs81AQTWv5rXzwHNKN8XMvAs5Ev02gLW7xX3gefAJlWVwtoh6MJREhhaO2KEA0WtPEtrlceWfT6F1qMlV/iEbpBVkKfxlh5qIcJ9XUTLWNAYg8HV5LJt2zYAQFQ24XmMyRKu2bEyDK4B4MZYqWkCCyhELoyAbAioKIZIAdlQSHrKLaUzq9UEhNZQbQ1EG4Be1xgslMkvjRuQ3S40zDsspAIFQBdKATKGagDoJ/7UOSOjvFfSYRv6SJjh2zZH9HsmhpS0Y/rUlFlCKGTmGTUfAl1Ku4XxgPGXSBEYvZTTN34616AR4Jp5jFsZLmRjJ2G3qjb6WITrD7+PqK/LPJ79ATNEEPG/9VqU1cEvn+sTOs+wDYRwz79LT+QV7SzLuyKAtTRKPBbKiDcuvrHOT+MZJoUQ4cdR2Da7S+2LpFNTu9L+LLlP85bsBSbf8NArNB/UkD06w+rtOqXZgUZR3jrr08rLTON0SZ20zcthudIqMvwKZMZUOka4rcb9KdRkwfd0sDSbTQBAt9td9LKWZIEeUt/97nchhMCnP/3pHGgDgFe96lW49tpr8eQnPxlpmuKYY47BFVdcsZDiliQgUkpcfvnlIDf3s846qzQtkVIUQ2rZsmwjFMIfY2PWuNig/AEphfMiVgpIRWziRikFlWRLYVLZgNLaOCsJE/BTaAUa1jQEdBQjlZHbmpR/ADPYS6EQCbObnxTKOY6aCnGrhIBQ2izbi2PjGdVoIGpGJm4UV+Tz61xXVq2hb+AAWTun6vwHKQBXlnctgRJrrVJAtovKfOtTZTH0rad0TRmg8T91RDNF6/Kyp2wdfGLHWRsRuBu87Pl6zVTVXbIg9yyt4YKsB5cO2KAY+BQsrzzph2Lf5ZZ1cNBv00sJZ4qn62F/u7hjYfAykBzx+mHRPGh4n/iTjBDBWDWxGrWnFLc4VwmfTPD6ADkSbZF6cEFC2yITeHusyxKu2fFCuCaKooG4xl4AEUnzqklrgIikJXTMcURAJCVkMwZiG0MKDShESCHNMQigr8wK30QZbCKl2zZdCQEtYrcMWMN6DkQxVKNpNpJnoMY4cigIpJA6RaSNDxb9lUgzbAMLyKPIeEZ1OqYN4xNAo2li71gPKWrzPDt3OF1LRLg/Po2CjMpdW5ZHdlwIVh+m02UuAcJsAYlH9Bc+vF6ex7IDylU4JtS/tfuoJE/+Fyh6RYXKiGTxHMdq3OM64Mk9sLYhnOd7l/FlnP6GOKyvCmUpTx8G76X2vnsfh2n881X5DGiul9Z1f43rQ4+a/xjW1/BDIgHuwVi3ku53Fn/TL5UHR6/Mk8R7RsvuSGlWdeZAI5Se3TBrw4YN26W8J7osCHnffffdiKIIf/RHfxQ8/9SnPhU/+clPsOeee6Lf7+P1r389brnlloUUuSQBOfDAA/HhD38YAPDxj3+8so+JlJqcNMTU+LjhcXjsqHY72wBMa4O90jTTM2nchCLri1YuPEsKAd1PgM4c1EwHam4O6MwZdyvrlaOAzFVe0O51CgKWgILdYU/bv2CBz63TqCGo7I4xUeSWowkIxC0TN8JJvCAnwNwEVXifQt/CkgrhM/OvQ9lENZTMxQnKjmuqgm+1CnkwDVsvH4TQ8UG714SurVIyITCWayFTbfwekEVGe4FPORgDu29+Xw9LolS0uTTWkveb6lsGxnKEFb9vgvJg12kAwk7MHBiUQCQywomWdErvnuUk38fCZptLVQckDOONN4S42pF3Ew1cVKYPtKrK5c/vfIXyqENGuUYE6qaLywVcqrJgxAuUYR/5lStXAjBxkxLaXOIxLEu4ZueQAw88EB/60IcAGFxz3XXXVV8gJUQcIYoEZGTJ/Yj0SwQpJUQMxNJ/vc2YqaMG0GhBq8SOJZZw0hESLaG6Xai5LtLpGajZWfM7TaC1NuEKIKHjlnkvtYLQhoSSWkMqDalSu4teCoHUenkQrjHHBDQkLXePDHGGKIKII8g4yntHLXR8ChmKyvQw92zgem2+9SiUMyAPUeJBQ3nVKmNA+tC1/MN35Svb9MTfyGYoIqoCHxA24L99vObjOFVikPV3FxzUdl9C5JNfvh/gnodU8PKUxZZb4fqa3/w0O0RzhAIZZfsz2PchU3iJcDhYEtPRdVVJ/gaTlNRzAQRZbXE26pL7WoWNXNqMoHKGRY9YGigjwFQOo89H5mEQ3XPPPQEAl1566eMC2+zssiBEmyQJJicnEVdM+p/0pCfhe9/7HqamprBt2za84hWvwO9+97uFFDtS+Yd/+Ae89a1v3dHVWLCcdtppOPDAA6GUwl/8xV8M3Da51QJWrDCxoxqNbPc9Hn+61bLhmKThlBKKDRw1ABmZ+V6/DzmzDXLTBkRbt0DPdaFnZ4G5WehOH3quC8zOANu2Aps3Q8zMAP2eGeciEzxRCEAqA96EZh5RggZKZcGbBXRKWaAZWTd2QDZjxA0J0fS2HF4oIUUS8PYR3oenNeBNLmzS6JMjNQZiR0iVkWBRZJZ++V5N/t9BUmYRK/s9yCpbl4waeD5gjSlThBw8lSnqYUBlnftTda1ftre8LHgtfz4okWTPnnsG6RiBC/t88N2jBrZD5KpaSFWDwBPUtspywrBNB87lwBT3JOLWvDpEVEj8d2SQ+M/8sML7z/fs8rzmNL9mEWSY7vq7v/s7SCnR6XRw7rnnLkp9tqc8HnDNL37xCxx++OF46KGHdnRVFiSnnXYaDj30UCil8Na3vnVwLA9LQkWxhIyE+23i2BhSRzZMfEni3/m4oiYmjOdTqqA7Xegt26A3bwY6Hei5HvTsLPRcB7rbNca2bdPA5i3Atm1Av2tIpYYEooYxuKV9REkfMk0gUmU+UGY5VWp3B1Z9CNWHTFJEcWRiX42POxwhtYJsxPkxZcDy2F//+tf1OjhELNh+LOg+wjVl19SRoC6tR9i4y0J6hk56Y7121jgEzweJJ/9TZTjjx4fWMxJFOsbT5/aYWT3qeaOU1YOwpyypK/9e0i438eft92KC6rJ+8r/7ZJRvCHXlsa4gDJMTHwUo9ttmMIhMG1IyrEOGuPL7K4QunDfkTb1nIl/dqmuGeMb480/PKDXKsO718gn1a52m8WcjdD9CqwFK8lkUpDPgGfnABz4AKSXuuecenHfeeYtRgyVhsiBCas8998SWLVsGbvf8zGc+E5deeimiKMIDDzyAP/mTP8HWrVsXUvRI5L777sNHPvIRfPWrX60OnPkYkDiO8fWvfx1RFGHdunV45zvfOfCaKDKE1F57GfxD8cBpF76xscybamzMBDNXKdDrGHJKbt0EuWkTdKcLlZilekpEZrleoqBUdo3ZuVUDvS6imW2QW7dA9OYghTZbCTca0JJ7abCKShgFJU0ARBlLIIohhEYkBGIpEfEg2lmnDBxwLrroouE7O+Si7Ct3abdXFhie1PDTDqlYs9138tc5HCcjaCIpKKAkrcmsIpDqgNEq4qmsHVXHQ8RVaX8wooOBA23rFfZeg1PSud3rygisYdtQR3i+fj4VgIFAI+E4ket3d9Ampvsi8/e5NNZCsT0OL9o0mgOa0H3y61rRrqDNMNCnuasqJgDzIqOq7m3IAs4/vmV8vsInW0IgbyXOJZx/GTUltNoxJHvttRdOO+00AMBZZ52FdevWLXLNFlce67gGAN71rnfhl7/8pfMweqxKHMf40pe+hGaziXXr1uFv//ZvB19kSai4GSGKzXIkWsYnogiyESNux4hbMRBbXSgklJBIW+PQcx1g6wzUbAdpoqGURJpKKMQQiXJhGNNEOydUJCmi2WnIrZuBbdOGYBICotmEbjag48jEiPJ5pAiQUkBIQ5ahZZa9Cq0h0xSy2Sh67gIDCal3vvOd+Pa3v127n6nfauEaX4/WIXWCupMzEIOrlsMgVUvbADdgZUdK9GtdKbuujsdt8aD9lFybw29EHmh7SuR1m28wcWSBNc6EPLboe4lBUoR0W1kQ9zKMyOsTRWZpF30Q1veupwTgAsdSHkUAYc/pcB1GIS6rQZuy5JkZETo2AOKGzy/Qe6osqb8sdRCuLWBKuCXM7r5UhUGg6+cbssEfb0YZ+mFAXocddhje8573ADDYZkkWVxZESL3whS8EAJx55pkD07785S/HBRdcAK01fv3rX+Ooo47CI488spDiFyzvf//7IaVEmqY4+eSTd2hdRiEHHXQQPvrRjwIAvvCFL+DjH/94resaDWD33YFddzVxpYiImpgwhNUuu5hzu+wiMT4BjPc3Q3bmINLUeikASPtAZw56Zs54Qc1ug5jZBszNQU9vg56eBmZnIHtzEP0+RNKHnJmFmJk2Hk9CQETCLieK85/Y7PoSSwkpBSIZIZYwv6EhYqu8ms3MS0II87tC7r33Xpx44ok47rjjBnqUzVuEyIgpqlcdwDYP5ZpxD9YqLALAzQKCbCmDBx6IrOC7uLglBAHwEwIiZaRWWfv9RgxSjpX9YwOCh/IIkWlaO6CU74cSL5cqxVtxvPQuVhE3oZgW7jJbR1t/arOUkpFGAtDKnsvnkYGmYt6FKvJ6+eCgjti8Q8pmYAyCqomA1hns41Zxdr5wTc26unzK0owaAPv5sAlVmI+i7ZhzBxdej3nKWWedhbVr1yJJkse8l9RjHdf8+Mc/xo033gitNf7n//yfuO+++3ZofRYqHNdccsklOOWUU+pdKASihkTUtMvdYmN0EZH53WhHaE/EaIw30ZdNJJ0EyXQHiW4g1QIaEioBVKcHNT0LNb0Nats2YHobMDNrvKO2bIWYnobsTAO9LkS/j6jbgZjeBpEkANjSwbiR16nN2Oz+GseIIokoiiEbDURaQWplhgOl8rvLAAawVYw59957L66++mq86lWvwhe/+EUsSuw+ke1YO4+LMcxYFWwq6blQjgFMEDS8VI3bw4zvhZg7VYlDdfPKDaRzRsZQn0dR5vkSLDKAK/lvhoeEl65sJ7SC0SiA+7QQ0HHsDIIFPMWeSwGOD6iOHOsF8KS0HmaV9ylEfwXNX3mppdZD1ytoKBDtJkTVZ1D+oxROCAn2vJTMOWrimirjYSFP1HOqKlyfb8XoZcD4SNiG4kktyeLJggipE088EUIIXHbZZTj66KPx3e9+F/fff39p+hNOOAEnn3wytNa47rrrcMghh7gdera33HHHHfjKV76CXq8HrTVuvPFG/PjHP94hdRmlnHbaafirv/orAMB73/te/Ou//mut64QwnlArV5oNXaamDDk1OWk+K1YAa1b0sQsewYr2HNrLGhDtBmL0Ec9tQaOzDY1kDlJ3AaHtVsuw1skYUmjjtt7pQszNQMzOGlKq34XYthXod1FQEgKII6ABjYbWiKERw1oUtcrWqSv7nceNabXChAKTz3/+89Ba45JLLsHBBx+8uHFALDFVOtAvYIKbu4SARSTZ8j0jmUOLDbyas37xmAI16sdBgW99G4UrfwhEhcgrL40ByXrwFsf22Sh43ITSl50fRJ75h8rSUN3L6sDArk8MFe6W1paQjOwzIB34ke72sL4KAFzhfXh9B8bBqtt2AKFYBIU0QHF3uUAflXpOhZbADXg2FQPnCwZAZUtLfAkd5+T6METoCKWul1Sr1cIZZ5wBALjssssWuVaLK49lXKO1xsknn+zAs5QS73//+3dIXUYpp5xyCk466SQAwCc/+Umceuqpta+VEohigSiWiBrSkFPkKdWKMTYusSzdgrHeVsSRgFw+BUBDzM4gmt6EaGYrZHcOst+zsfaMoUfTLnRpH5jtQE5PQ8xsg+h2IdPUfJ+bhol5422cLjUa0Ii0RqwUIqUhmg27a580+EXRkj5lYibQuQFhCAjXAMCxxx6LV73qVZienh62y+uJ0wlBjYGiNhke2+R+OD2f5e4kYMAZOESW4Zr5SG6AnEd77UZAxv0EeaVmdaAjiGiJOtWXPN1D+I3jDPrLsbEQNmD+kDEPibDiS/ls3hoY7DXsKRQBmpCK8nShe1RQTIPIpwG/c0WU4bGAscvGnOPtqZY69Iwu+T4gyyrnqgLOXhiOGGi448+a9rzNBhFZoxT+7gwh7XbbYZslWVwReoHmk7PPPht///d/7yYqRx11FL773e9WXvOe97wHn/jEJ2C2+jTbPqbcArQd5PWvfz2++c1v5jxjnvWsZ+Gmm24qTroeY6KUwvOe9zxcf/31AMwE4Y1vfOMQ1wPdLpBzGur1IDZugE5T6H6CdHoa+ncPQG/eCrFpI9K+uX9mNxnjpYJIQKSJcT9PelnQcgBu1BTCRlWPzLrBZgOAhoR23u1OUQnjAg8pDRE1OWmUHm0XODWVuXdNTVUSUkoprFmzBhs3bnTHpJQ47bTT8OEPf7gyfsgoZFRGS/9R1RpZEHitoXqJDdKqs1A7mitiKzT5TdMM7FQpwBBIIEvdMI0bNEH3//rHqCx7ryUvm9pC3iZauy2sNWCeZRcwHyx4PtwuSu44/1tnfPCevcKTyBWuBZuSn+PffbDHQJnbSdAjtxwo1JYIJQKS39PK5W75OgjvECUp1NkHIOwyMSTh55NMmqep8n4iYtq/b2XpvTI14IjtoS16ISkjWkkCMTXomJAy8/hjxK+LUZdl7Be60FqXYsKyx7/T6WCvvfbCxo0bF8crYzvKYxXXfPvb38brX//63DbVcRxj3bp1eNrTnrZd6zJqUUrh+OOPxyWXXALAkC2f/exn0aAtgWtIQT1pDWzYYMIO9BMk03NI1/8X8PsHoR56COglgNJQNhg5hIBoRNBSmI1IJSB6fUjYMUaaiSkAg0maTYNt2mN263WFCApSmUpIer/Hx7LdZaamsiCeK1Zkf8kyWLFcj+Oapz3tabjjjjsAmGfgW9/6Fo4++uhFxbeLimv48uUkMXG+GAmg0jQbd5hOD4eiXiShcVkIhJVmybEyYoDUqt3kRwCGtOQ4TWsb4DU1cclUaghMLqQPuVGLvod2cQ0ZwZhoprMEkDfwEWlKQc2riD5axSCsp7QQUFEE5bz7Bdsts6xzSBcGcG3ZNVXnhDXaeXll2lYHyA1dKF0EalL1fmhdVrdiXcqbWHLC3WP2fvAg7SUB2+tK/uml+UCYiMxtIASzDDWI81nehe8lY1jlyOZf488PK8ZFwjZLu+0trizIQwoAzjjjDPzbv/0bDjzwQGitsddeew285rzzzsOXvvQlLFu2bKHFz0t+/etf4/LLLy8s07r99tvxH//xHzukTqMUKSWuvfZaHHzwwQCAv/iLvxgqIJuUhteZnLRBzdM+xKaNgEohkgTxpofQfvhejM1uxFhnI8b6WzHR3YSxuY1oz2xEe3YTmjMbEG/dgHjOeE41IoUohl0qBmQDowLmZoDuLDCzFaLXRZwmiJIE6PUh7Qd9Q2yh3888omiyDmSeUWlaazeHu+++25FRP/3pT11A+HPOOQfPfOYz8c1vfnNRJxMLNQBUXs+JjjiCtMo9U4bC+4sMOMS0TDIuj5fDY+bwNFR23VgDg6wjVel8AsY/Tm0KZe+XE4qV4StJItzq3LSqNKG8eZ2AIrkSIufoOhFw4XfLvZhXnhS13V0ErPeVKFmWYdFHKYHmJa2UEs+lQu1EwDsrlId/rGopQ5UQIYRRUDuDy8kJfya8ZQ10XxZb5lNEu93GcccdN/rK7AB5LOIapRROOeWUHBkFmOfl8WDhlVLi85//PE488UQAcJ7N9957b+08uHoiMgpzcxAz04h+dy+av7kNrc0PoTG3BQ3dQWNmExozG9HaugGNmU2It26A3LgB0aYNiKe3IJreCqm6cBYFpSyLrYDZWWDTJmDrFmDzRsi5bYhntkFu2wYxvQ3Rtq0QWzZDTG8DpqdN2m43mzxKafCO1kCnY7ylBryYc3NzDtd85zvfwb//+79jfHwcSZLgT/7kT/DKV74Sd95556IRxouKa7jQ+GwTa3hjtRDVs//FkoKXVJWrCgZjIUrGvd1D6d1vnRFCfngF+zunRwIGpFwZoVhS/g599rsWwpBQjUa+/DoYjtcRyMJomROVfePavWDzkQaE7zXl14ATOvky69SyGgYPcm0K/xwohWeSVcZ9n8eqhkKV2BvoSEKRP+5LnfkAJZ137WpKxXjxeMI2O7Ms2EOKy7333oskSfDUpz61VvrNmzfjs5/9LK655hp861vfGlU1Bsqf/Mmf4IorrggSDvvvvz/Wr18POWC512NB0jTFEUcc4Tyl3va2t+Gzn/0sogEBMXOiNfDww9BzHahtM0h/93voLVsMcJqbhkgSyLlZRN0OkKZQSkOlGkpby5RWxnojJNCIzUdGGWjTGgIKEVlimk1g+XJjNUQ2CAketJyir0eRSb9smbEiTk0ZL6uJCWNJrBjgPve5z+Ed73gH4jhGv99HkiQ455xz8MEPfhDKAsLVq1fjxBNPxAknnIDVq1cP3f/DyqA3sY6+MDpSO1BrPKZSpL3EtstsUZ3XagGvE9+CUlbZQcuufEKgrJEhcBISTn4RKGC/BWCISwKkSuUsg8L1i7FoKe4VRfnRdZ6HVS5NWVsCijVHIgSAJKntYH8A5hkPeUhRfwQIrlx8MHfOnqdnpFRC4JHyLkCPIlBmdfdzGuglBZRPlriXVBm5Ruf8e1dFWvFD9pN7FoCFWdnrEqZsEuD6Vwgz9gFZsNlcH5eBvYXDtyoVWPZ63nnnndh///3dGPp4kMcKrvn6179euhNdHMf41a9+hYMOOmi71WexRGuN888/H6effjqUUpBS4utf/zpe+9rXDkfWbt1qsM3GTcCjjwKPPGJIpJkZ6G4Hapv5Lno96KQPpTUUjUFKAX27W0vcAFoNYHzCvDQqARKzM7BIEoikDxHHEK2WWSqoNYjmF82GwSxRZHDN+LjBOOPjwJo1BtNMThpMMz4O7LabwTolwj2kzjrrLHzwgx9Ep9PBq1/9alxxxRUu3f77749PfepTOPLII4fyMJuPjALXuHwIk9gxXqepWQhp9TzpDs0w0HYZiagRhD0o5pGjyvy0JYSS31ekzkWmjyS1PUkcnuF4RaRp0UPYXiu4V1VIh6qKZWdEPPlVlDLzmCIiigyV7LqC+KQVeXVLCWWvVVrAxTUtk6FY0DJiJPuaL0q4/803QggZFvKFnrfyFHkJLyooIKcst8pMS3COT0rpNEufdxnNrqkleaznPLmB0nsmvVAicsD9E97fOmnDJwM4rJTYLcqdd96J/fbbr6qEJVmgjJSQeizIL3/5SxxxxBFIkiR4vt1u40tf+tJQS9x2ZlFK4a//+q/xta99DQBwwAEH4Mc//jH22GOPehls3Ggsd5s3A7/7nQFspPCSxPztdKBnZ4Fe33oqaUBpaKXMUrHUkgIqhYYAWm2g3TLKMU0yN2PArGNftgxictKUr7VZpsctM82mAW90rNEwwa9WrTLfWy3zuwK4/frXv8Yzn/lMAMaq2G63AQDr1q3DGWecgW9/+9tuUiWEwAtf+EK8/vWvx/Of/3w87WlPw9TU1HbxVBhW3NvMyNYk0VBmWyAH6FThtQ+RUopm5+GCOAgDwr+HIaQGAQvfmhciw4h44mksOHNkldaOkDIYlwE0ypOe8TBaMBKadAeUMC03zbWDvrJP7jxXmBy42XfA1ajMCimEFxcMebNjDoOUoGBXwSK0Ci7VC/wNwapCeT4hFaoXTTT4b59sYqDa3btcxtW/Nf/r5UnPy7wk1DdlFmO2/FIA5jdZtrm1OrsIJb28IKnzKpbJi170IvzsZz9bcB2WpL4QYVYWwDyKIrzsZS8buOzwsSS33HILjjzySDz88MMAgFe84hX4+te/jomJicEXz80Bd95pcM1DDxlCivBMkhhMkyRQW6eNl9LsjF1yp6GVNsvg+zY2lLY6pNkAxsYhGg2bx5zBRCqFhIBstSAmJzJPFcIq9D43m8Y1vdUyY367bXaVedKTzPF22+wws3x55Qt41lln4R/+4R+wYsUKbNiwwRlX/+M//gPvete7cOedd7q0Ukq84x3vwMte9jI861nPwp577olmsxnENrQMdUeJJizCdLW2pJQGoO2YT4QhH8cXnZTy+4ViOsHWuWqM9q8NMEICNgi2JZSIdBKE8yzOEYRliJCij00jgHxoghC+YcSeM+7Rh+tBhkccNqvyNPfF87YSUpr4jfZaDZjw4FEc6D/eR8MQUrkLc3+KWWmXTuZ+DxbFsh10VbnNrKRNwxBSwcxFRuxyryyXZgBu4nXzsawXm6xgnBWWtGIYR1TcvwIZ5ZVZlr54ogRv+ed2wjndE0kWnZCanp7GTTfdhAcffBDNZhN77rknnv3sZy96jJ4yeclLXoL//M//rLTg7rPPPrjrrrt2WB1HLVprnHvuuTjzzDOhta5vUZydBe65x4C2hx8GZmayc0oZoEbBNrduhe72zODV78MNajbwolbWqqPsRDGKDMgSwnlNuJpIaYDX2BhE5FlHyB2YhKyJy5cbIDcxYfKlqOwl7VNKodVqIUkSHHnkkTnrIQBs2LABn/70p3HhhRfm4kyRTE5OYu3atXjKU56CSUueUeDQP/uzP8NrX/tatCoIscUUY0nMLIRJCiilAW3JP+uZNpCUKoCVEiKhSmENM42vAhYhcOOTXS6pcAQUJ5iEUpAwkwdnSbVplG81pN/Mwyoo/HggdlKhdp7yCxJSPB0HbWR5pHp7HjXa7x/uJZVbY4f6tyVwO6oItpCSJzqrQBQGrg9Wy3sOC4SR/5zWJaS8Y1WElPk6T1IqRESFnnMKkixEbiwkIspZH3PPWcgKufiEFKUJycknn4xPfvKTC67Dziw7G6655JJL8Ld/+7dB7yiSOI5x7bXX4rDDDtuONVtc6ff7eNWrXoXvf//7AAzBcuutt+LAAw+sugi47TZDQtGHhPDLzIz7q2dnoXr9LFyAgDX4mFhh0Ao6SawnuDDElCAvR51/QycmjMGNE1E0sbdGMfeb4ka122abY9pxZvfdDQ4qkQ0bNmDNmjXQWuMHP/gBXvayl+XO/+Y3v8G73/1u/OAHPwgaZnfffXc897nPxfLlyzE2Noa5uTls2bIFmzZtwqmnnoo//dM/3SErCAqElI0ZRfqcDEvuL7twuxJSTi/zlQglpFRwEBUW2/DLdTYmWyyjlTIeeNQfSmWElIstleTwi+B6jRFVvmRUDGsTYaYyfeYHMa+h6/g1wpJQmi01VFJCW8NaqcP+fAkpUfgSJKSC+KymMLqnPE2AEwxUklepRqksc/6X55frUB5Pqk6tfcxHYR74McB/L1yaRSCkKu/RoHlFnbRLsuiyaITUr3/9a5x55pn44Q9/WNgucWpqCq973evw4Q9/GLvvvvtiFB+Un/3sZ3jpS19aiB3lS7vdxkUXXYRjjz12O9Vs+8gtt9yCww47DP1+H2vXrsWtt95aDqCTBLj7buD3vzdeUkRGkfWFLIkU46DXA7Zts6STyoBdiKGnXWOkNERSYAmhmJgwpBS30JCnFJBN0FstA9jI1b3RMETU1JQBcBXA7fLLL8drXvMaAMBtt92GAw44oJBGKYUf/ehH+PKXv4yf//znuO+++wY+P4BZ7nfcccfhpJNOqhV/ZJTCCSmtDU7W2gYp1yrzXrNg2rs6+0v5+J5IQmTXcVIqp/QkS1cDDlaBCg7cQ9e5RiOv6DhZoTUkI5e0H8hTZSSdALJnmBNSVUOlbwnCADLK/pYsfSFtWfwuqjNzjRb2Guc6r3U5IVVnxBdEI3mH7f9CVtyLkt+FPvGfq7KqBYglfv8KnmplhFQoL3asYB8M3HPlXVNLeCwPoPw5ZzHKHFDzAL6I/PFalmS3+KRU2bmvfvWrbqfXx5vsjLim2+1i3333dZ5CZSKlxAtf+EL83//7f7dTzbafHH744bj++uuxdu1a3HLLLeXL0JLEGNnuvNN4fm/YkL3LvZ759PvZri5KAVu2AJ2O2Y4lTaH7PeP5JIQJ3EsEQtKHmJszeUxOGi9vNpGHsJuy7LJLnlSm0APMOwTtdmZgGx8359esMUv29tzTEFUVL+eLX/xi/OxnP8OLX/zi0vudJAk++clP4lvf+hZuv/12bNiwAXWmA6tXr8aHPvQh/I//8T+2KwGbVU27MV4xYkUxbyHymnK/MZRpbH7ikzDBQNw8fRmpJ7I/Hn4mTylhPcOgFCQLcJ7DPHScvKkoex+ThzC67bMQWaB9fc2MJoVlelUKhAU9Jy9gkJeUFWWNcBqinCeZDyEVhC/+rowLJ6R4TqGqD4KVeQJpmNJQuJ9FcsuvVaiWZYUGqaLMCT9A0Arkd4nOrim5f8xgGzpXVau66ZcIqZ1LFoWQ+spXvoJjjz0WKd/1wi9YCKxYsQLf/va38fznP3/UVSiI1hrPfe5zceONN9ZSurvtthvuueeeHeblshjy6KOPYtddd4XWGpdffjle/epXhxMqZUiodesMybRlS34LYlJytB0fWdm6XeNVZUdZ3U8Au3zPERhEZtFLL2Vu5xg3FEhprILttsmPluhxRUcxpcbGsqV7tJxv+XID/CqAm1IKz3jGM7B+/Xq8+tWvxuWXXz6wD7XWuO+++3DFFVfgV7/6FTZu3Ii5uTkAQK/Xw1133YU77rjDxScTQuBFL3oRTjvtNBx99NHDxe+ap7jHW2uoRCFV2j7z9qO19Ziy98VZHu1f8L/ItKavZEIeKLRTiEublVnIl+dVRjZVgQ1+3K8fGCkFGOBG6exznFPF3KpIZB6QX7bnoQfN66h19Q4RFWQU1TUn/Fnn2zHbjx9HigipHGElxPCEVO6++fWz/3sxAELEUuh3sH/YfSudNASfs+y+Fs4vIiFVWc8y8d3Yq9Lx+FG+tVlKmK3BeVayItvFJaXKjq9fvx5r165dcNk7m+yMuAYAPv3pT+M973lPpXcUSaPRwI9+9CO8+MUv3g412z7y6KOPYrfddoNSqhrXaG2W561fbzy+N20yuqDbNUHDCdeQ5/fMTGaUsMY2KAXd75sBQGVEgDOy8ck9xX8SMiPwtTYkEy0rpCDQHA+RoY3wTBwbPNNsGkz0lKcYL6kKLPGtb30Lr371qxFFUWl4Cl+UUrj++uvxzW9+E/fffz9mZ2fR6XTQbrfR6/Wwfv16/OY3v3HpoyjCRRddhOOOO267EFM5QkprKMKjyPR3LnYUH7/1dvCS8sd56UeHZEYeIVA5PvuDK4WP4Ev3ksTgDtYPOQ8pIIsrRUbUEvKp8JcMWoF6EbbQTiexnfY4ZqsyIALO+1sQxrH5Of1qY1Npi2Oy+GBUb/u3rrfegO42VeOJTAGj8AUso3lCtyNQu3mwqR52KWPDijUqz8+vU0AEwIyVIsfm5Z54MryJis1q6JpBBBE7Pwx5lTtfx2C4JIsuIyekbr75Zjz3uc9FkiTYf//9ceqpp+IlL3kJ9thjD6RpigceeABXXnklPvnJT+Luu+/Grrvuiptvvhm77bbbKKtRkO9///t49atfXbBqlkm73cbHP/5xt6PL40EotsDq1avx0EMPhckRrQ2p9F//ZcDb9LSJt0BKj69NJ+l2MyVIafv9wta0mo4xjwEhhAFaK1dmAwEpRAriybePJSFlSAFBAfObQNzYGLB6tQFuFQPMN7/5TfzZn/0ZAANsRxG8fMOGDfjiF7+ICy64AA888IA7vnbtWpxxxhl4wxve4GJWLYZwJZcmKrdEDdC2e8ljyhJRQWsJE7v0MghkABTtSDZfwX4DyHlkcWuiL1Xn6LhnfYbOLDBUtKB6ahsMlCRJnBcUpcmBWt/SyPLhLeLKUnjnBtW/lJDyiQgC+6S8uRWRrE98QkPlD0NICe/e5eqWlRX0jAIyYon3sXcPqwipSpKnDDwHSEIAGXleJz/2OwjJKpZ215rgcLAzCOhYcJ4LgM+fg2AsDXNvw5h8NIQU/xs65wsFmn48yc6Ka2ZnZ7HXXnth8+bNtdILIXDIIYfg+uuvHwz0HyNSC9cAJoj5XXcBv/mNIZu2bTN4pd/PSCi+0Q15TGmdGd663QzvAEC3a8IRdIxRCnEDiKPMQLBqlcEj/piz226Zx7d/H4iE4kRVs2kMd1NTwB57AGvXZqRWQHq9njOm3n777Xj6059eqy8HyYYNG/CBD3wAn/vc55zRbXvhGiBPSinyYLPilt3behlYk/W7MokWp2L+OJ+b5HqklCBiaghCyuIzofOxpIhsEhSigBto2LK9AlFV1g+l+A45XaQZMSVCRNSgsYWWoNNu2QzzaCBHdimHYRi+IrXPy6LTQwxrYf2WocgBtGF90TqILwh+F8vmiUqOVxfI7p8o3svc8WDNhiwvy9N5moV5KXtsMCFVeHtqElOhcgZet0RI7RQyctR4/vnnI0kSvOAFL8CvfvUrHH/88Xj605+OZcuWYcWKFTjwwANxwgknuOVjjzzyCP7xH/9x1NXIidYap5xySm0yCgA6nQ4++MEPYnZ2dhFrtv1EKeX6+cQTTywHbUmSBTJPU0NOEZHU72fEFInWBlSRm7sfW4rS20CMQmujPC0RoAHobhd6ehpas2DTcWzcrhsN6CjKuQkDMMqKdtrLGmnKpS2Srat9lbzyla/EqlWrABhL8yhk9erVOPXUU3Hffffh+9//Pl7ykpdACIH169fjmGOOwd577433vve9uOuuu0ZSni8FLBMERCL/e9CHxwcoFMQsgVKYZQxSmu85UKYrQBuKxwuKQbD6e+ntd5Glyv4XApK8iEikNDsfBbYwJiUp7LV8hzsX04nc1FnNeL2r1sVTj4VPyNLfwdz8/gTDZVJC0L2gIKtCwi3kdx+6f/xeCQghIUTW9iAZFfKeC6TJLSXgp2AmCkORUbxc3gf8XFV9Qs8chod8tZRnXTLKAvQcOMuR8PMBSSO1NdWWxxsZBeycuAYALrzwwlqeUSRaa9x66634wQ9+sIi12n6ilMKFF14IYACu6fWMV9Qjj9gg5bOGkOr1DCk1N5cno4DMEEDEB2EZITI8BEB05gwpkCQQ/R4EkeFpapYE+vlKmeEmID+ukX6JojyB0OtloRM2bzb5Vkij0XA7Qr3tbW+rTDuMrF69GhdddBFmZ2fx1re+dbviGi5KITemag1jOKGxn+tvLsNMNusSLGXnfBKgQFINVxfCGBoWixCZw0lNjtH4cjgeh9K/JlRHuobKoV2uuU7yiKTaZBSQ4SNe7xBJ4fLyaBsPlrnoBCXcGE/HP+HqZmUtiJrwMA/NdwZclE81XxWeWURLEoSOFzFguYjwR4gif6a9nNi9LczrArXLOOgBnTFf35oSA+WSbH8ZuYfUU5/6VNxzzz247bbb8Ad/8AeVaW+++WY85znPwdq1a3HbbbeNsho5+fd//3e86U1vQrfbHeq6sbExfOADH8Dpp5++SDXbfvKDH/wARx99NIQQePTRRx0JkxOtDdB58EHg/vsNYNu2zQAx3+OASCfrNgytMwujUtnSPR5vKhSUmWuFXXbJtrin42vWFC2BUkK02yZtmVBw8zVrBnpJkYV1amoKmzZtWpQJ1bp163DOOefgsssuc8SoEAIveMEL8NznPheHHnooDj30UDz96U8Plq+Uwn/913/hhhtuwA033IBf/vKX+NKXvlS6FbnBstpubsi8oUCWQ1qeRkfY34K3VCBzyCLB4BMWvj+yYARC2bBTep/KiKh8HQTgPJU0IrtuXUNa66LiIMGvPy3F4V5RQOk2yTkPq1DddUkQbCEKZIYAikFu7W/hAUxIaay9jDzjgUaN4ZCDTsHiWVhPsABgMVmwGgv/XL5t5SfZeUb2+KkUPQcDyKxCeaF7593HykD0oWvKvKRCHlh+NkDpfS4lXX2JomKw+NykQdgJsn8tkYdl3bggSO2qWzZ3eaLIzohrtmzZgr333tttpjGMHHjggfj1r39dnLA/xoTjmkceeaTcw/mhh4D77jPxo7ZuNbExyXjF328yqFH8S61NGvo9N5eRU71e5jHFdZoQ+aV4ExPGU4rhH4yNGY8nLnypXmjMEMIY4XbfHdhrL+Dggysx0JVXXomXvvSlEEKg1+styrK6devW4dxzz8Wll166XXANYLFNamNTKmV2cQash3NxqTZt3qK9ZfrDYxDvuipCJ2coKvOFLijV0joITpIIVgcb4FzwHfeYF5Sg+hJ+L4uJWeXhHBDFMHqOPBrQdw7nhIx8rExt02ghzOaWZdkusvFj3rlXYIacT5LPhRQSc4JoAeXnfovA8VB9fUKVp/cJw7zw21KwY3rPS6iPQygnmEdIGHlbW/zn6DGuFx+rMnJCamxsDGNjY8GdyUKycuVK9Ho9zPAd3EYoaZpi//33x29/+9vgeSml88wJyeTkJO6//34sX758Ueq3veQv//Ivcdlll+FFL3oRfvrTn4YT9fsGtD38cBZjodMpurF3u0WrH5BZDSm2FBFWzLqoCayRBZCW2RHYIqKMBoTJSUNUkUhpwJwNWlo6bFBsqRUrzLbJFcBt8+bNWLVqFcp2pRml0HK+iy++OGhJnJycxL777ouxsTE0m030ej3Mzc3h3nvvLUw83vve9+Kcc84JlsMJKa3Y860VNPhvhJVS3WHBgbOSa3JA3SujdlkewON/A/Uwbu3W60cbMkpqFlcCyIMyfoxqSKRUFYHlE1clkhtbQgpYMI8qZspzSpXayry5aMmeINd3W28tpSHkOOgji2rORhd6c8L3IdfVIatvldj7XwG9R0tIkVcB9y6oEp9k9OsXKt/Pwv/Orb4h8dvL4ue5e+5bsAUzA+czs1nS39Jq5tIPKyXhRJ4wsrPhGgB4//vfj/PPP7/UQ0pKWbqbcKvVwte+9jX8+Z//+aLVb3vIm970Jlx66aWDcc2ddwIPPGCIqIceKnpPp2mGV3yhUASUhmOg6elsnKEXgsYKCkweRWaZHffeiqJ8cHMio+K4etxoNAzBtddewDOfafItEaUUGo0GlFI4++yzF9WwOkpcc9ppp+Hcc88tLctgGkNI6dSGgyAjmhc70DcWKF9vAPWxDsmAyXCBkDJfvL/+dz9ZCSGl2ZI9IFt5YFcfcN0o+C56/Dv/+PjFJ9t8osrqJjKAaSGyVtTwdgGQC0GQw/+s39xOe9bAFhzFahBg8xWni4eVms9SGTLJ2QoBz3BYp0Z8DPLxUcn1ftr8yVy2hXJKZCAhZT9lrRpISFE+JSKGJSqXCKmdQkZOSO23336477778Oijj2Jqaqoyba/Xw9TUFHbddVfce++9o6yGk6985Ss4/vjjg6AtjmMX8JGUpC/tdhunnnoqPvzhDy9K/baX7LHHHnjwwQfx6U9/Gn/7t39bTKC1cQX/3e+Mazhth8wtK3Nz2XK4kBcCKS4+ISQrJI9jpLUBZHzrY1JKa9bkd8ZrtTIPp0ajuEwPgcGK++ROTQH77muCglYMMrQrzWtf+1r827/9W60+XYgopXDllVfiqquuctbBRx55ZOB1a9aswdzcHKanp/G6170O3/jGN4LptNbOGKaUr5hSg09yr74/wS98KQoHXZVKjZddI52fv3+HS+8jKU9JoZ4hlLLeUZl1tBAjiurGPhrIWxPpN+sjAQuMK7ZP9ust/N/Mg4iTUU4KQa2zPtcivzSQfjtSJIqQkVGulAop1r+SjCokCAhvn19ClaWZpykjngYRUqHJx4ByAtRsrXzcWb7EkhGFuXS8vXypgv3kyUR7xj0HYUIKELnXsZ7UB10h7P9Ewmw7G67ZsGED9t5774HL9cpwDQA85SlPwW9+85vtstHGYsl+++2Hu+66C//0T/+EE044IZxo0ybgjjuM9/fdd5u/W7dm5ymoOYUm8DdEiGPzm3bgIyw0O2uuBbL0SZKRSlGUbbiyfLn5kEhpjG9knCPPqCoRIst71SrgWc8Cnv70yutOOOEEXHTRRVi7di3WrVtXnf8IZCG4ptFo4IEHHsCTnvQk/Pa3vy313tM685DSdnMWrSxt4cc3hTf51za4eXjWv3AJxTo1X1iiMlzDv7MfREJ534Ul4gTFiLIeUcKmqzTO8Oebx8j0hQgpWmZKf32pqww4xqFPyVJAbXGlZnpU83weo2QUMAQhBXikFP/rH/frotn5UMZl6QOF54FrRUZGHM8eZJvy5OO8PKQon5Ljoup8SIKhSJZke8vIfXhf97rX4bzzzsPZZ5+Ns88+uzLtJZdcgl6v54JKj1r6/T5OO+20IGhrNBpYs2aNCzp9wAEHYP369YVlfZ1OB+effz7e9a53jSTg9Y4QrbXbEvrII48MJ1LKxCcgzyZuLex2DYAr84zy80nTLPAnud7SORq009SAOrIKpqlRTLOzeeBG101OZlsj++1DyYBFnlrT0+b6Cpf1v/7rv8bPfvYz/OQnP6lu34hESok//uM/xh//8R8DMPfo/vvvx4033oiHH34YnU4H3W4XrVYL7XYbu+66Kw455BDsvffeOOCAA3D77bfj8MMPH75gAUDT4OvdyxyQQrVVpZBeIL/8r6Rsp+7nCQIHWSdtfZUGpNA2No82CMAHZaQUA14wDv/x8wTGtHbLAoUQ0DwWiBdfLWc9LGMMuIL2+zR0TUl6Dld04ToOsyqABysif9ojf3xvgJB4mYzU8hEqi3sqDKhjoSfIYmeXdYjAuaq2OiKQX4MBbQ7dvzLmR/D7xyV7R7kxux6m4oC1Rura+T7+ZGfCNQDw0Y9+FGW2xEajgTe96U348pe/jHe+8524+OKLg6TU73//e1x66aV485vfvGj1XEyhHW8BVO9ouGlTFieq1zN4ADCYY/Nmg3uqNkEgTEgGNr5hi6lIlh+QhSfQ2hBd4+Om7Kmp/JiklME03DBXJdzgNztrDIchvMTkzW9+My666CLceeedg/MfgSwE11xwwQU45ZRTMDk5WUlGAd5wLKrxhESezJAAdA6uVOnFRZT5jKWsrQV9I0S2sQrX/6ENaXj/EuE6rNQxKAXqmDOu+d+BAjlALSYNuJi7Je5IMqpGIcjom6pnNsgClaSl02X4nY1XNTpm4KPg4daymtYSH5Cw7xow78ITFbA8RmXkhNQHP/hB/OhHP8LHP/5xaK3xgQ98AOPj44V0X/7yl/Hud78bT37yk3HWWWeNuhoADDDctGlT4Xij0cCee+6Jq6++Gk972tPQ6XTws5/9DC996Utxyy23FEgprTU++tGP4pOf/OSi1HOx5d5773Wu+/vuu284UZpmQT6TJIutMD1tAJ034HLPEPfKc0USRc47SmudxVQg7yogA2xkHZQyC4ZO1hPaMc/uGFMmOeqED0LUll6vkpB6+ctfDgDYuHEj0jTd7lZjIQT22Wcf7LPPPpXpCOABwDOf+cwBaV3uyCkaIWxnxQDttmeuqFvZ8uODSKks8XBlVpVL+TmwT9lb4KZN/wqZbR0cBGdS5sGblM7t3WUZqgMHZhT3iSvDknqTW3GQiAgBtFwagby/FYNSgnbjM5ZHrQJ9HCBYSrvX77O6Sr4MAPPncVBeIS8onuc8HXxLr/ItwKE21AA6IfhXmEBwbyo6FiKjcpksBsgajph6IsrOhGt+//vf46KLLgqSTI1GA//6r/+KZrOJL3/5y/jQhz6ENWvW4EMf+lAhfafTwWmnnYY3vvGNaAzyztkJ5d5770XfBhZ/2tOeFk6UJIa0mZ01pND0tMECFBw8tGSJDGf8PYuiLPQA320PyI8ZfIxIU/O72zXXJ0kWOiCOjbf32NjwDdfatGVmxnixc6LLk2c961kAjHE2SZJFiSNVJXVxDQCHucYG9YnWtrvNKOvsZhqlxgPeOxwr6gHz9KFkEb126HHMc292yZNsAKqff/aoPn5w/Kq619WlIRKg6lrf+4TjGo5t+HlGRBWys+l0yfn5yLyJKGBoDDL/R45Tc5yiG4IQHFjXstrxMsuz968oJBj1O0JOD6FTZfUoy2eJvNrhMnLt9L73vQ+HHHIIbrnlFpx33nm4+OKL8YIXvABPfvKTEUURHn74YVx77bX43e9+B8AooVe+8pWFfIQQuPrqq+ddj06ng/e9730F76hms4l99tkHV199dW5L5mXLluEnP/kJjj76aFx//fU5Uqrb7eKiiy7Ce97zHuxRsWZ/Z5Xvfe97AEwbW2XEDgUkp4Ce/b4horZtM2u4lYLqJdCpMsEhPW8SIYyiEFIgUtlyPk0Wml4vI5jIIkOfNM2vI6eleUKYvzXXA2uguHaY2jQzYyyVJbLnnnsaLwet8fWvfx1vetObapW5veW+++5zcUkOPPDAWtdkeqiEmHAuvf55HhtjCLDiko6CmBqkwAJEFFkKBdtpR+nccUSRjUPB623rQKQU4CYbwk/L0rvahVxUBhEMPhDzywhd5xQ76wPeH1IaMoqsUDIAROrqXn+52jyVtuYgeaFStbTAN6HXAcye0DgggMzTrEYfuLekqo3cKgxGRPlpeK7uHR0sC8NV5YBzeO+rx5fsLLgGMJtwhDxIms0mLr/8crz85S/Hd7/7XXf87//+7zE2NobTTz/dETgkmzZtwiWXXIK3v/3tC6rTjpDvf//7AAyuWbZsWThRv28MUrOz5u/0tCGitm3LJupkJKMwBFx8o0CSZPiIPKHSNFt65I+XPP9+38R/ol3LholzwnUO/Z2dNRgtSUqX7Y2Njbnx7OKLL8aJJ55Yv8ztLOTF36zarCYnIj/HHjDm+0hjlFyUK3/EEmyKbafZCZhaIQ0AD4UPoOeMY+7ahVWITzSFrguFH+DL9fzyPdxTuEfeuSr0OAz63F5kVB2pfi79p3eEzxzH0Qt4M4KvQcm9nXfthzCK5uKc1bzmCQlydgIZOSH1qU99yilAANi2bRu+//3vOwDlu5nfeeedQXfihe7+cvHFFxeCJTabTey333746U9/il14oGwrExMT+OEPf4hXvOIVuOaaa3JklhACZ511Fj73uc8tqF47Qmj76Wc84xnl/drpZPGh+n1g82ao6WmkiYLq9aCT8s3ZNSy2A4BUI9FA1OsjSvqZt1MUGVBGHlH+Wvt+P9thjw9cBPJqiht8uEmJvKSoLgGRUuLII4/EFVdcga9+9as7LSH1q1/9CoAB4XvvvXc4UcDzJej0YWbccIrNfzQEWX6HVE45xZb7UnUR+16DACnE0qFL7Y5jksYblh8RNCxvnSXKEQU5ryC2VC9fB1a3CvfhkEifsCojo7inHj8uPOAihFmwzydQhfoQYJeodU+ozfMdi0PXcQw1CqXvP9z+pI2XMwx4JNAPRjLVuD4UNwpgxBbtTMTLCX0H4Paw3q5Sn5R6IuG2nQXX3H333bjkkktc7EuSVquF73znO3jpS18avO7kk09Gu93Gu971rhwpRYa7Y445Bu12e0F1295yySWXAKiBa7pdY5B68EFDRM3O5omlqveazvHleDzeFAl998ddLlGUeUiVxeIpEz/PKMrCK8zMFHfsc5cJvOpVr8I3v/lNfPnLX35MEFKDvPUqHWWJIKwQ3pMSgBoFM+UbkOhYVfqFZC8kG6p1htWEBHQa1otC1It3OUhflmKyKl1Wgm84UeEf9wx+mp8f4AFHx0ItECXfdwZh8A5Fx3a64QsgpergGCFKsPvgchzMKcwlAu/HfCSIKQcDkVq99EQCNDupjJyQestb3rJg0LVQmZ6exllnnZUjlFqtFv7gD/4AV111FVauXFl6bbvdxne/+1285jWvwU9+8hOXR7fbxSWXXIIzzjgDT37ykxe7CSOTW2+9FevXrwdglh2USpI4N3A9M4Nkeg7pXBfoJQAo9pPO2Cc+JgoiM8ygo4VEIgRSpRGnCpIH+gQMiAp5PvX7hqziYNvfbapKyraC0joDoBVL/44++mhcccUVuPXWW+uVtwPkoYceAmCWXoa2USZZuOHG3u+FgLUCMcUz4w+Qf53nxj1UmRoa3oSftCORS2ypqeHkPPLCB0U0EfWD+PM6CuN9pYFcGYV0g9oVAmfsuLT5F26JYeHM3ziuBo1ETgnbJj+3EJkzpIQfG3Yf6mTLmY9BALoOyKI8a4h7Lvg1ZeUESEW//YLOlwCzgs7khGsZ+bpoMpiUeqLJzoBrAOOp5dej3W7jiiuuwIte9KLKa//mb/4G7XYb73jHO3Kk1PT0NC6++GK8+93vXpQ6L4asW7cO119/PQDgpJNOKk/Y75sd9R55JFuuNzubhQagscXfwALIe3JwAwHbNdiN841G5lnrL/en3fmI/CLDx7C4xn/5ksTku21bKSEFAH/+53+Ob37zm7j99tvrlbeDZG5uDgCwoqItBRERkPaLxhmSgL52ehocA2BhOKf22DBPfVq4zC7L18o1QJCVKmqYdqf9/MUM/+QInDoeU3XaV4eA8w3OdK5CN5okItPHdE0FKcWPDUepDCGL4B3FRYoQKeUKt39LSKmaBrRScdc7OrDWJVSjnAwz1i2GEIZHxf1/IlrZdkIZOSH1pS99adRZDi2f+tSncvESWq0WnvnMZ+LHP/7xwB1yKP03v/lNvPGNb8T3vvc9R0oJIfC+970PX/nKVxat7qOWt7zlLQDM8q6Xvexl5Ql7PWBuDumWLUimO9Azs1lg8tCoqBSgvN1oaKLbMI+VBtDXGhJAo2/XuJP1q9Mx8RN8gNXt5oMT0w4cg4QNem7gobwpAGmvV0lIHXbYYQAM6aOtS/TOJvQsDoyz4Am37hd1la+2NeaPzoKFhw7O45pB5dAX8wQQV6q08YBzEw+aVABh4oXOk0ed1hBEjAZ28cmRUrb0qme2iC3zYE344IyOASYOlp9b2U58A8Wm14EdeBYZbMG5eI2oHJ9E88hHdxz1y3T30gfmoeUQIZLJ/s0FmB90b/zdhkKyXUBTtU3xiYbbdgZcc/vtt+PrX/+6844SQmBsbAxXXnkl/r//7/+rlcexxx6LdruNt771rY6U6nQ6OOuss3D88cdjcnJy0eo/SjnnnHOgtcbatWvx2te+tjxhr2fIKAoAvm1b5i0d8o6i36ExnhvHOJFF35vNLG6UP/7zHfqiqD6uKXvJpDR4Setss5mSuJfPe97zAAAzMzM7La4B4Dz0Nm/eXPua0qG8ipRCHvHwKf3Q2mgoMmr4rMMimcFNGnuFSiEtNqCNORDFgErzKwZ4xnWNTiK/5GnoPvJjYPLfHLuE9B47Xrg/JaTLopJQLL/FRkjlJfMWVunpkie6LlmVe4f8ovLXBzepG4RjdoDUIqWWZIfJ9ja9Lrps3rwZZ599tpu4t9ttHHroobjqqqtqkVEkjUYD3/jGN/Ca17zGKcp+v4/LLrtsp7c0kVx99dW46aabAABf+cpXyj1qrMUv2bQF/U4CvXEjNDR0oqBTnS097yfQc4as0rNz0J0edLcP3e0DvT7Q7QGdLrBtxm6J3AOU2Wa3p2CCK1OsKgJSvnBCisirQQHGQ6DAP6Z1cTtnT/bff38AZttuChy+swkRrYPiLPjdwZudw9qF8bfCA2RnFhH8mv/NwRCbFAQBOi0z5WAptE1xwLKXI0ODdRXF71VkFMzksxAfDfaYZMTtoKC1hXpVPCjzFOH9LfwakhiqX3CA+KkRp2Ko/DmILiOjvGemcE9DwpcYg+U9Dzi92FzionOVSxKU9773ve67EAKTk5P42c9+VpuMInnTm96ESy+9NLc0qtfr4VOf+tSoqrqo8uijj+Kyyy4DAJx55pnlulBr4x21aZNZ1rZtm8EXtIwvTTMj2OysSUOxpihGFH0oFtXcXEZoARkhRd5K9N1/SSiOJsl8CSki2rnXFNWxRPbaay+bVO+0uAZADmeXSXjskUWign/3x15GcNCHAmXXHm2rSJQ61w5xPpQ8d4iwjAAiCchYQkYSAgxPcBnSY0V4n6GEvLWjKO+5zf+WGWG8err7lKtcuEaLjViFXc6/4ybQRDbR3yGV8rD4p4B1A09ECA8PWc6879sQoGQJvuy8slMQUlddddXI8jr33HPdjnLtdhtHHHEEfvSjH2FiYmLovKIowle+8hX85V/+pQsGLoTA6aefPrL6Lqa88Y1vBGAsZM9+9rPDiSxRk2ydQTI7B71pI/TcLNCwnkQaBozNTgNzMwa89XtA0mefBDpNoHUK5wxNLsOdOaDThVYKfXK8IEshAUIuZLkEjDcTKbMyCVkj4Xmp8AlwxW4ju+66q7MQ33jjjeVl7kAh8B3aYcmX4UIADAeS5i818hm6LGF97vnlughS6RPFheUYQVKKnj2eNvQJgD4ikXwlLQj0cnKDiDFOdLC0IgAghZQWfUq3m95A4ra0+0avBrSw8blCoGVYCRE+ddKWkUAlRGJt4aRkBTHpg+kyUO+ekxwpZa+a53s3GtJoCbotREaJa26++WZ85zvfQZIkkFJiamoKV199NQ455JB55ffa174W//7v/+70SafTwdlnnz2Ud8qOki9+8Yvo9XpYvXo13vCGN5QnJG+oTZvMcr1HHzWEEmAwRq+X7ZZH8aTszsCYmzMfOucLXcvjFRFxBYTjGJHOpg1c5oFrfJ0BICOlSmR8fNzhmhtuuKG8zB0sZEQeuONjUB9U6Jghx/qBxEudyXbZubp1qCxCIauh/ctxgBAQUkBEEoI2N/FDX7Dnr6xGZfqqNlqgMilch38fBmEqXlev/NyREiJxMUgpXnbo77xIuxJxOrw0Q36izJA8j2e0rAyenJ4xKSAjaTGkyDu9V7xzw/RRLu32sLYtWdx2mCzKHrBzc3O4+OKLcfXVV2Pbtm1I0zS3TllrjX6/j9nZWdx7773YvHlzIUjnfOThhx/GBRdcgG63i3a7jf/23/4bLr/88vKd5WqIlBJf+MIX0G63cckll6Db7eI//uM/cPPNN+Pggw9ecJ0XS6666iq3489ll10WnnADgFJIewn6Mx1g0xZgds6MbVIAjcjsSJNUexYBGkhhPiKFJjdiSECkzoKn4wb6jQaaAtnyuV6vqCz7fXOs0aj2+Ci19HgDISemyGU+mJ3Evvvui9tuu80F2NzZhKyIFG8hKDS5LZ5AWHGhvgvvYg/W8yGjSKpXGQEwwcQ1WDBzeoa0hkjTfJBzqg8Pak5LJagveFq+FJDXzsascIBFCOgAGeZ2AHRFM+BGdeHXE5EkRf5dCN6nAYBcSLME12//PEQXftUA8KMUv/20oUIoXSi9laDd0Z8kzrOvgj1BGzgQkKzdX9upX5k8Eb3bdxSuAYBTTz0VWmtEUYQVK1bgP//zP7F27doF5fnKV74S3/72t/Gnf/qn6PV6UErh3HPPxdlnnz2SOi+GKKVwwQUXAACOO+64cmzX7xtCats2Q0Q9/HDmkS1lRkD5BqqQZxNgcEocZ17bhCXIG4owDGEXupaPF+ShPcjzu8pzihse+PUVgbyFEA7X7Mze/URIDY4hVYZt+M/AmO4PWBTCAMzXhF1XQEtlLNEox2mn48uTmKdDAZDMdmHIAdpNGCCOQEJIYXYUplg62l5PeIbay/prUE0l3B7MReHPZ8hARFiFG3VyYnvev7aqfpS2JK7UfBFNXcrGL6cEaS+C8JJqAODC5eF+y/IOfC3nCgGIgTxYIEsn82hBPfEAy6KVsyQLkpETUrOzs3j+85/vAkPzNetZDBv2YIxwTfuHP/xhKKXQbrdx1FFH4Rvf+MZga0sNEULgoosuwtjYGC666CL0ej2ceuqp+OEPfziCWo9ekiTBK17xCgDAC17wAuy7777hhFpDpwr9zTPAzLSZkPZTABqYmQPmOkA3YeOdBnRqlJ6LO2NPmpm2VTaAthNc4cY5DSR9aKWQNBuII5ntrMe3LaZngWIklQHOKrdjgfzSrJCFqEQoNhMPiL8zyW677QYAuPfee6GUqgxsHoqtHVaVQ6jRkZBSgXLmPQZY1RK4XOZT2HKkBV4Z0eRqEkUm/kIIyFK7lTITE+5tx4kpTlSxY9KOc4J7RHn1FQwcFqyJ/vcoMr1IFtAQSB7mPmmdEVy6epeigVK4lwQGtqPliZOIQDhuGJdBz98gi/egyc8w1nQyCAxbF54Fe4wWJkvQDdixuObnP/+587ZavXo1rrnmGuy3334jyftlL3sZrrjiChx99NHodDq44IIL8O53vxu77rrrSPIftVxxxRX4/e9/DyFEdTBzIqMeeMAY1ejdp6V3FB+TSCL/Q8KNArSMz1eqnJSSMtu0JU0zHMI9RMjYFtLdVWQUXUsT/jjOPgN2llu9ejUA4I477qhMtyOFsNcwXnpCWGJECEBHMFZRDB6vPYOS1LqIiqpn3tWVGua4J5V8pPtmzCWadhUWyBOhXlkOdyhlmo4oi3emTZxXh3sqVhHk8kSAsOObF/mN4pgmKsEtWYUxyFAavLKCmBrUKjEAM7nyaqQZBdLJ920oU06lAkFdbW724BoV2h7G1P4lfm0ydq76+qqs+WxkCXk8sWTkazUuvvhi3HLLLdBa4+lPfzpe85rXYNWqVZBS4g1veANe/vKXY++993aD32te85qR7Gp2//3347Of/Sz6/T5e/epX49/+7d9GQkaRCCFw/vnn49RTTwUA/OhHP8LPf/7zkeU/Sjn55JMxOzsLKSW++93vVnpH9Xoa6pFHgE4fgDCxoDZPA9MzQNQywEnbZXS9rjmfJECq7Eebj9KZxbCfuCCeusetkNp6ZPXNsso0LS7bIyskgTt+D4nwqiSXMguMBjIAR94HAybptIShG4pvtRPIc57zHABm2/GqeBBVzSxzKjNSM67FKN0jFpKXAAzrGfZwyRLZ/6U0rux0xHooCVoyJyWEJXuC9fSX8HGrHz2b9IljQxzZ7b5FqwXRbEJEESSVyz6uDG/pXiF/FpdByJLlhn4nVaYZgjwZJIL19SjyW0geHABTH/rHS0QLkW0zXafsqrRlx3h6SYsBxJBkYvn7uuR5PjrZUbgGAE455RQkSYLddtsN11133cjIKJKXvOQl+PGPf4yxsTF0u118+MMfHmn+o5T3v//9AIAXvehFLjZSQdLULNO74w7goYfMeNnvm/hQs7PZRDxJMvyRpuFdVAkzUDoeQ4qTQHQ9fTjRBWRYhvAMj3vFx/cq4WO/EMZYR3EDB7zs++yzD4DhyJ7tLWvWrAFQHUOqUvxhtk7sUaZrHQZgsSWDMZj8PKp+U8XqLIsXIvwIhHSqJzL2MAT9DS0vt3k57MHL8XHHoCoD5vlrNs0nFLPRL9/Xw36OYoidtUsr5ul+GE2ZW+7nY7CKNg5bG4FyzTy/lokaFVkghSPsc1rxrJY9GoJBl6o6VPXLkizJyJ+N//N//g+EEDj++OOxbt06/O///b/x53/+51BK4cwzz8R3vvMd3HPPPfjMZz4DIQSuuuoqrFq1asHlvv/970eSJHjLW96Cr33ta4gHBfedhwgh8JGPfAQf+tCHABjiZ2eTW2+9Ff/0T/8EAPjEJz5RGcg96Smkm6chtmxBT0dIE2WIqG4H0IBWGkpIoNeH7idQqc52R7Yft65FwRinOC5KAagUusPjMJgLk57d4YYsjgTuoggYHzfHCXCVrS0viMiWLwF5hex7YJUIxWZayDLPxZR99tkH4+PjAIDbbrttYHpuoM2E90EIyNYcFhZETA0x2a+SEhxuAJd/MDvgk1J0XnAiqex5o+fKpitYBe0zJ+IYMo4hmk3IKBpMHIXIEyAfRJ1Is9ySv4r8vHYHJTeZ8Ty05iHCb8uohOc1X4LKD0gfGl8WWudQXKkAQHZ1Kvy230fAKNU0di/JANlRuObKK6/ENddcg3333RfXXXcdnvSkJ42gNUV5/vOfj5/+9KeYmJjAZz/72Z0y+PWtt96KX/7ylwBQTZpt3myIqAcfzJbQzdpdg3s9IEmghIBKU6RKIQFynxQGzhC8CQrtmseX/XFSi7ym6B2OY+P1TcukyENqIKZBdj33jiJyq9msFTuQPKkL3r87kdSJj+m6qqzPhNcXg0g+Ly83pfeODbquuk716jAQHhSOmKdUSEZEcMKSCz1zcTF+psMRvB3cABYy7EQRhH3+CgY8X7f69SgjoiAzMkqwNo1CWP2FEJBCOHKKlyQCnwUVO+TxWmkqSR/ykvKx0oB5k3+NHIBfCKcwIipHRgUe5rptHlXfD5LSkXAnHiMf7zJyQmr9+vUAMksWABx++OHQWuNnP/uZO/aOd7wDJ510EjZv3ozPfOYzCyrz4Ycfxr/8y7/g7W9/O774xS9WLmMahbzvfe/DJz7xCVx77bW4/vrrF7WsYeWYY44BABx44IGVLu0q1Uj6CsnGLehus7vlaQH0OlAaSJIU6VwHqRZImi2kEM4ZyjlFgX0nBMdRXJQNXLrXM95SGmaZlNJQtCsNj8+zcqUhoqIImJgYYpIo4HYbI6Hg1eTWXgP4UWwmitW0s4kQwrnfV8eDqNFfhWVzw1yfq1S9e1SYlC+eyvFz1hAQMrLF+kozX3cBQMSx+VR5TAF54GYBn4giSGZtNUWKIlHhChT5OvHvRKBwrysipSram9VvmEDnJUvZ6pI0oyJ0eNn+92HzLiMUveMOBIUmJwuRuu9ESb2qZXvZGpcA2o7ANYAhXvbbbz/84he/KPcIGpEcdthhuPrqqzE5OYnzzz9/Ucuaj7zlLW8BYLDNi170onCiNAV+/3tgwwZg69Ys3l+/D93vI1UaST9BmiokUQN9AH2l0U81+onKfdJUIVEaqdZ5IofGcu45RUQU9/zmS7zHxrIwBBMTw73nIW9xIhcmJ2uRWrTRz6iWkS6GUNzOavxeHIuk9LBMFeFfJiECypI0lirJT5Tr5jkEGVWVZWku/Dr6UrUcjmPhECkVMpxQOr56gQcqt2kKnt65fvDKo9+lFESJ3i4/u1PKaOrp5yKK3VV6HTFG3D9sfrRPKd/qf9uJx5gl2bll5Ih269atGB8fx9577+2OHXjggQCAX/3qV7m0J554IrTW+N73vregMnfddVdcc801uPjiixedjCI5+eST8Ytf/AKHHXbYdimvjlxzzTWuj7/yla+U9oXWhpDqbOki3bINSHoQqQlq2tcNJN0+1GwXSaKR9AX6aCERTSgloFITaop7uqfKrNhLYYkp8pQSAkBkJ8UC6PeMtxQMAZUqbSyMZFmcmjLeUVKav3UHNhEgo6QEYqs42+28Ei4RpRTuvfdeANhpY2gAmWt7HQ8pgM93A4qtkLjiXN3Cyj7hC+ZXTom40Dse2RTkJSR31Q7XU1hPKWE9nLh7NwerkqxuQnjeS/nfuU/IUhkioEI7ugWkcHS+JE6ZVN3b7TTuunrUOTYovRDuHtXOaxgZlA8H9KJkUjkoNtUOlCeSIXFH4BoA+F//63/h5z//OXbfffcF51VHDj74YFx33XX4wAc+sF3KqyvXXHMNbrrpJgAG25QSK1u2GDJq40bjETU7C52mSGWERGkk/T76SiNJtIUpwpJJmV+UhoKCQqI1EktWJakqBLF3pBTtDMzjCnKiqtEwZBR5NNX13hciG/+bzTzhEMeG2Gq3zfEB4Snuu+8+AHUChj+GpHQs9MbSuvqJ6VZOSrmvdFx4y7tCOpnjjwFlDlQTXj1y1/rF048qUsr3CiY9ZK9xpJQfgsBfcgdAoFhGbqljCOdYok6AcFSIyCIipVh/jrtGrg0XQb+GchyOCqrIbRheSdRIOI+KmS6rhzUHZc3jR41UdiLctCTlMvJ1bZOTk4U14E972tMAZFZGkqc85SkYHx/HnXfeueByDz/88AXn8Vgos0pOPPFEAMDznvc8PPvZzy5NpxQwO62gegnk9DREp4N0awe6KwDEELPeGn4pgWYLWgAiye9Mo+2SvRRmTiWFHdMSWI0haMZu8V4C9ATQbELpyO3Ah1bLACyyJtYCbSJzLfUBRxSZCtHadiCcjsndd9+N6elpAJj3dtrbQ57xjGfgxhtvLEyEiiKQi6QkirG3s6FfBy7LX794MtpychCSAZ2cTrIdIKSwS061mZxQAG7t/bUWQPfsU2ZlhIEQEFoXga0ftJyO8efSB3KBvOk66jlXVfBgrB4oXwwGwQejoy+huty6bQq1338hKD8C1EoN/1RWkq9M6sSMqc6gdnUWY0e8Jxq+21G4ZtTxourI/vvvv93LHCQnnHACgAHYZm7OLNfbvNnEeZqbg5rrQHW6SBpN6HQrkFB8AftmU2xJikOQExs4GgKJ/RmnKSIYw4N7h0kn0OYstLtemhocMz6e4RDykhoknADgZJQQBiu128aAR8TDALy0YcMGANkzuzMKbdiiKtYZ///svXmcXFWZ//8+5y619JruLCQkASKybyGACkYR1BlHcWa+X0VREQP6Qxk3AmERUFTWhEVcBjcWcXBwxvE7jvsyyGgYNsMaSASMENYsnaW3Wu695/z+OHWrblXXcqu7Oukk9elXvaq67rnnnLrLOZ/7eZ7zPOGzb3EoD+dxqsV8rpjHo+eqHkJRqtCIrhhEi3MuVAl8Hu3J2DG6rHi9xBVUmUsr5qtQjBoTyzoqXIYxNqB8rotui2ahLcxJVVhh9d6JKF0s5yehV3g08UrxCFbxHBOFh4fyabqSw4ox2QAr+7r72kliiElA8YKodiCEiFwvzR2psXN+xcXXQlJQeUmXb6zgbG3sNmi5WXv+/PmMjo6WxSCYMWMGXV1dPPnkk2PKK6WKIkAb48fLL7/Mww8/DMA3vvGNmhZEpYzh0BvNm3+GBsllNNmhLNmcwsdGO+6Y/bRtg+OinURN8qNDT6nCcj4TY0oCdslLCon2/EJMKY0KrS/JpCFaoWt73cEmfGCvIUZF4y2k02VBoOvVGy6/7OnpKbOETzUceuihAHWD9jd+Lq6cjKJTOxFytaMG/XG2JcZ+1JXeTsJcd2O4aFQ8KgYHL7xExbUVfQAZUzdlB9u0RslKGPVwqrQ2hg8TlR5RYZnKvlb2X5SstUKW/q96/1e7KEJFeTyoc4G1jBSOIfwV2+ptr1ZXlTqiDxW6chkCTV6VjfoQtRbX3K9Ri/F7FCOPw7ixI53idjbavGbnYf369UXjS01uo7URogYHTXyn4WGCfB5/cAhPWIZzuAnGBLoUwizttyyQNtXvLV18+YCHWcY3hnuESV3CbSGvCT2jwuV1tRDuE41NmEiUzzGua+rr7javcCypwwW01kXP7wMPPLB2+zsZYWxM1x3LPytRfgnosnnQIDJvR8f9ZgwB4fwa9VyOfCekLCYnGTt+y7Lmy6iDFM2LURV9Mh9NHKSaWWOjDdeKa1jhHVVZTow5huFnIv9LhJDFz8YybYHlgLQRhe0i3F4ZRqCCU5WaC32oSuyw2J8ax6x05KcOap3LhrO8iJaZCDeu4PLFYx3Xx6xGsP3Qx63xw0Z5dxogtrBYLRtqK9AWunYaWn7vvvnNb0ZrXRZrAYx7++DgICtXrix+d//995PNZunp6Wl1N/YorF69moMOOgiA6dOnFzOxVYNfSICH56NHRsmN+GS358gNBwSemdj9dBfVhg9tO2A7aNsxwpQ19vIJRSmlo3bIiod7hHF9tyQ6zMxh29DVBR2dpQf3IiomUCvycF9NjLILAlg6VVr6Fz7418EDDzwAmEx2UznWQpgeuV7wzxIqf0dp0q9dXlR8bPqxfAIYf1uGH4WCgoh+CdSY4CpEKRku4wsJFhUkrZqgFC7PC+MoROuu5vlUjRBGP0cJZK3+VrYRJXOywTmuSSBiHvca+++UO6byGMfdpwJaSiNGRcsU6q6gc9Xra3Suow9CY8SoBv0fYxFs/khXSyA2XkzhoXHS0OY1OwePP/44++23H9CA24RBy0dGTCbfoWH8kSxBzgM/AArzv+WW9KUQUhi+EC77F6HxrDoUkAeCMbyG0o0WCkqhx3dPTylJS4jKOSU6t1Qu7QvLua4RuWbOLH0XxvWpgY0bNxbF0UWLFtUst7MRJpKJw2vKxiApS9N4eanyHSqMDfXmDaO3jM2+JqrsFz7ay4LnnJQSKcXYFfYxHtxrzjOVwlqcuaAer6gUP6N8uuJVPAZCFIzABVGpslxZOyWOZIx9hpcIS445dzW7X9hPiuYNQzLyirtfeB4nA7XqbdQ3IeKUalBB2cETJU4vCueywdEtv2RLbKixsCrKPo2HfjQ0l+5JcQP2ALT8/vvEJz6BlJI77riDo446qpgV5Z3vfCdaaz7ykY9w11138YMf/IAPfOADCCE49thjW92NPQJaa6699loOP/xwhoaGkFLys5/9rKaYEnpHaaURWpHbOko2C/nhLMFQhnzgkPUkOd9h2Oomlxfk84WEMn4hVpQseFBJiRYFIqQ0+B7CzyF8U1gHysT81KCRIGywJbg2uI6xniiNEsIQtXTaWBAd21gs3URhUrNKAlTlxBpFKDiFlh7XRfT0lE/gDQSp0EPq+OOPn/C5mUyEAdfDAOyNUf16qM+NwoknKvA0O8VPBA1lgFJJYYSkMpJWnGxjPEBXEL0igRIlcUqE12JEHC3GlxKRjC3RB4xa8Z+i13Cl+FQpRFWKVpWvyNGKflejWJXfHeMAxapsElF5PGqVaaZ/lWS9Wj0R4h4GtpehVVyW0oQXr5N61uiw7moPpE0dg51w/Nto85odjJDbHHnkkSilkFLy9NNP1+Q2bN9eJDgqk8UfzaCGM/ijebzhPB4JvLwgb6XwAwvfgyAPysOk1tPCjO/Rh24tDIHxlVnqF5RZ2cgLCGrxEtsuiUphbMxUquQxFQYlD8WkcL5w3XKvKCiJB2EszNmzzeew3YJnUS089thjAGNioE01xOU1xZEweimIag/HDZJ0VIqB1ebkwqvoCUVpno++qs4/obfQuOfNat5XGM8sYs4ElXyjGveIHoOiQXdsmWIsTcdG2NUNcyKcKy1ZEiyqcPaoOFUUq6odRhlyODH2d8U+iiXWWvkaj3DVSg4Uh+FKoeuUaaIvxcYqWi1eo+YoRK9rWWvlgCiEwKh7LHTZp2Z88SvLTUiU2hmctY1xoeUxpA466CCuu+46zjvvPJ544gk2bNgAmBgA3/jGN/jrX//KBz/4QcCQDiEE5557bqu7sdtDKcWHPvQh/vVf/xWAgw8+mP/8z//kgAMOqLlPPl9YKq4CMiM+2zb7eFsU1kAGmfPRWuAFSez8KJAisBR2dhhZTAWvkTpAaB8bhaU84xIlBUjHjAtKIVDowGSbEbaNb9k4yQQI31grzVo+NNoIT729pYkwJGhu/SCdZagkE7ZTqjOcDMM0yzWwefNm7r33XgDe8pa3xG97JyCMtbB+/foiWa8GIaJjtYgEZBWALs4tzS/rCQf4HWWdqCVCFN6Km2X5hsLn2N5u0QMWTrgV8QqwZHnw2sr9yjs09v+oOBF+Dpd4NCJd9X6HlFVPYrS5uudZCARhHK3aqHXmWzblVx7LZvabSJtxtoXxZrQui2MRLWfurMjxqSWmlbXZ6Pe25ui2IvTCnsrt2rxmx6Eat7nvvvtqe5zlciZmFKA9n9z2DNmtPt5WDzmcQ3saRQLpZYygJDuwvBGEMnFzwnFeaoUltaEJWoHQJlMwgjA7MFqFAXPAkuQdl4QMkIE/dg7o6DBGts7OUuiA0CM8vJHqecNGt0fFqL4+Uz40eDTICPzrX/8aMN58U9nzOxavicwP0emzNNHReP6oNcdEj021uZSKkTpSXlASxNTYYFaVe1bZHgMisjy/4jeEY06t/co+R+Nqhd+FxzoalN9UPHbfaLWVRp0Ijymel7DuWHNhla5b0jxLhL+1Rn8aYape+fHYtMYwtPHUHL/lqKhbflrKr+HGTunVexr9tuWcsVVj2xQeI3d3TIqH4mc/+1n++Mc/ctpppxXXrPf29vLrX/+agw8+GF1Io9vZ2cnNN9/M2972tsnoxm6LIAh4/etfXyRsH/3oR3niiSfqilFQCNsEjAwq/rrWY+NGEwdUZT28HHh5yJHAx0IDnttBLtllXNMDDzJZdDaPzik8T5BTLp5MoEQh9kI4eYTiku2ghUDogCCbN1ZGSxoPKMeFzi7oSJdbZIQwFsI4iKafLaZGdqG/v0TSwgmyQVyCf//3f0drTW9vLyeddFK89ncSwmULQ0NDPPPMMw3Ll8bXcqGmehmqlBE1TDk7aeCO9KXUb6u4ofz3Vu14nbojVqDK/6PWxtDCXRnzqZp3TNQSWfkAIkT1padxxKiKvjZ62Kg0lAox9giJGm3VO4otvwpq/da4+04GoYier/BcRs9vteuk3jVUu6EaX9UN8xkb7WV740eb10w+giDgda97XRm3Wb16df3ljwWPmsAL2LTBY8P6DMMj4A/n8HIBeQ8838KXCRPHWVp4bgdaOqC1iS/l+yil8APIe6CUhbHXRoQOKQr8RRaEKg1BgCdAR2M+OY55D4ORh0HIHce8h3GgQuNbrfEurDNM8jJrlnmFYpQQRuxqcDM++OCDALz97W9v7mTsYDTDa4qP0pV2ARlzvm80DtcYz0W1Mbzi/zCxz9geN8dFioJPdI6P1FDsi445N9TiJVHPqdAoHF6/4bVaLftv9Bqukomv6ElVbS6M2dXiPxHOJGoWbA1qcaCJot7DtqC+l5YocIAmrp7YJUu8ubRPo1ujPhpJa/HQlJcUNBaZ25jyaLmHVIjjjz9+zNKnI444gtWrV7NmzRqGhoY47LDDioEM24iHIAg4+uijefzxxwFYvnw5y5Yta7if7xujx8svw9OrNXpDQMoXiNEAe9QvFZQuQjskUEg02k7gW3lEPl8cUDUYSyPga4GSNrZtIdHGO0qrop4uMJ7vAIGWWMKCzkRhSZ5EU8j2kUiUSFYti1/lA2D4XWSZHtP6SoJWVOCqI+krpYqxQU499dSaHkdTBfPmzWP69Ols3ryZVatWVQ1UWssQRg1PqcYPqoUzGp7Ysu+p/LJFqPVwXvgoqhO88HdCeNqjhK2JftaazOpZ9yq9p+rtX010in5XK4Nf3aqj57dBF7Q27DksH/PQTIqVqxLVLspqF3WtfaE16ku9Y145ToSWewrHqBXjSFn70ft2/GjemCjGdmUPRZvXTB7Gy23IZhkahr8+HSBfVjjDAYxqksPZ4i0jkGC7EHjIwENYgsBNYOeCUuDL0INUmFV6QoNtWaUQb8YFPPyH8EFOCYGyBFYoSEFpjAozB4fxn5oRQcJg6LYNc+bAjBmmXDTOVIOsfX/96193Gc/vOLymEmVTQeEfIQU6Tja9cB9o2tNGR/etwUGioll57ZXly8fXmrSjVmuVHkjNLmGq1nC1Oiq5TbWJpIpAVBTWqlUtyn97TUhp2g7PcbRbYQWttrZE6hzDHsfZ3hj6XGU7NcqEohQ69JSqfh3F60Vl3aUnttK50GPKCFFD9NlBsZzGSK9tUrJbYdIEqXo4+OCDd0azuzyUUrzhDW8oErYf/vCHnHrqqTH2MyEWnnwSXngBhjdr0iMBAZK0X57KGmERWAk8X5HwR5B+FqSFl+7B8kax8jmEViXn0cIc5XkCyxZYQpqYoLK4GUTB1di2sVI22JYRpCzLxIwSopRZL8yy1+hhPOqVEKZW7u4pBvcUliyJVXUy0AA88sgjDAwMIITgiiuuaHg8dzaEECxatIhf//rXrFq1ig984ANN7AtaR6e9VohSkW0tQU07Udnn6g/WJdpWba7SjF2KF69L1cSxGqJJNMBsnHbqCV/jmHDHdSZqiT8N2plUhMsQ6ywbqImo9XiylgBWPgDUEyrjNVqnD60Tpibq3d7mgNXR5jXjh1KK17/+9U1zGy8bsGFdnqfXgMz5JIYCkqOQzOYZI0lYLsIOIFDYfiHLr5tCBHbBfTwwy/giAoLnG7oiJcYrSlQEDxfGMyRvWSStQhy50LjW3W3ew3hP6fTYpdXVHuhD75OQ18ybV4oTFY3xE42RWQM333wzWmv22WefKe/5PR5eM2ZoFwKBES7iGGai+9WvuLxMaY5tLKhExanqfW48pgqg1mxQaqQa4YnhNTJZ3KbGjyrzfGoGlmWs6rU4QCsMUUIgCoJXVVGoxvexqy+8NxKlou2MvcTN8r2xS0OjqN77OKe+ap+Kl1eNI1A8J/GPzoR9vmtd742U3XD3WnW2Cc5Ow04RpNpoHlprPvzhDxcDb8clbNksDA3B//4vbN1q/h8ZDLA8cFMOgRIEmEE4XD4cOAns7AhBPkBEVi4LJ4WyXCw/VxCmTAploQ2ZUB5ggcQEXSzGX7BttGMjbBvPtXFcTCwpASQ6zLK93l4z4XR1lawhUVRaD0P34jCdciLiVSUjYlQodNU5rp/85CcBOProo5kRWiGnOELiFrrjjw/lD7nV5/PKCajelBxnuo3bnyrfibFlSqc2nqWtLhkaT5CdRiRoJz35T4Q4xdl30qfsSlJR7SGuWWEqRCtcuyvFp4prR8LYB+Lx1F0X46d0SrXGgasa6sYzaaONCmitOf3004uB4uNwG983K/X+sjZg/SqFKxXSB70tj1SChNJopBGYCjRESZN6XghBUNimhEYKC+FKEwcK3/AarUCBMOFr0BoshEnMIkVhfU10KbaDciSWVeAuqRRMnw5z5xovqXDZXejlESLkMsX4l3ZJxOrvN6/wRg2XSglhxKgGSVqy2Sy33HILYGKdTXXPb4jJa6KeK9W0idDbYyKeGzHGr/GOceV2hhjtNPi/bgP1jCZx6onjiTwejGffkNPXE6XCchMxQkW8sHSVuoosd5K8pCrboVp5QfF5rejgriMbw09lh7nEF6of/rEyWPUho5Eo1TpUYzixWM94r802b9mpmJQZ6oknnuB973sfc+bMwXEcLMuq+7IbTKxtGPf1O++8s/i5EWELAhgchM2bjRj16qsmM/LGjbBta5g5T6KUwBMuShmNyA9AecokztMWfiDRgUIEAcpXoAWBkySf7iaf6sZLdBLYSXzLQdk2vrTxsfBtB51IoTu6UKk0yk2hLAeFAC2M2RGMRbGryxCwOXNMjISuLiMyhVlpEolSHIZ02hC87m4T3HPatJIYVSB3IkzfHFom6+CRRx7h/vvvB+BrX/vaBM/SjsOJJ54IwL333su6deuqlomK/dFxduwhEURzjYwdkytzlEjqp6qPlm2E8rbHtDPmu8ieFWJU6Tvzf8kTrLJ8ra5MwDrS6omsBWRvwj2q0oe4Z7VV7RW/r2baG49wGN03+mqmnloW5Yobq7njVK8v9WqabFf5Ju8hYHR0dJL6snPR5jWTg+XLl/ODH/yg+Lket9HaGNW2b4c//xlWP67I5TSZEcWmAUl22MfzLTwP8oFNEEDgm2x62lMoBVrYKOGiARmY5Xo6/N5OEDgplJMisBMo4aClQyAcAmEDYfycMMZOwZNJCrzQuynkLd3dhsvMmQMHH2w8nfbay3CW7u7Sq6vLGOT6+82yvH33hQULzOfQuBbG6wk9o2LE2fy3f/s3tmzZguM4LFmypCXnarIRh9dUonxIqhBeJsvjYQc9uIoa781XNM7j0Orj14r6KrL7VddWmmyjXvlanl7NtTDufYWoKC/GzskmI97YsGCVrZqy8TyZ6j861eFqOwK78D3dRm20nDE9+uijvPGNbySTyTTnMttGTaxevZrPfe5zAJx11lkN4yp4nhGjBgbgL38xL88zVsWtW8HxBNqBfDbAlw62lUDlcgAIHSCzWTxlIRUEWoCQSA0WigAgAEsIE8zcsgnshIkfJY2XlbZACQkSLCmKo6OmsLwPiWOZUVNLyxA0N2EIWUi8xsr+YwMrhqJIOGKLghgVxnJoIEYppTj99NMB4x31hje8ockzs/Nw8sknM3PmTDZu3Mjtt9/Ol770parlao2xtZzQjIhj1oo3vH2FKMxrlR5U0e/qDfJNbIs9V9SyDu0ANOO506iOFqHybNRss4oVMBqbYYceylqCjxBjsxuGaHZpZCuWbFbbVtFGw+MvGkl8cY78+Dylmlm6V/kcUW+/devWcfjhhzfdn6mMNq+ZHDTDbZQyXlHbtplYmA89BHpE0TGi0XkIlE3O06QDjSdcXGmhAonQytx/vodxftI4CAJhF7yofITWKAlShPOfRNgQoBFCI2ThHrYEVsg3ZPSm0Ggh0ImE8Zzp7DTCUXe3EaG6ukqBPCsRej6FvCVcFhWK3GGMTMcpeIMnGt642WyWq6++GoAPfOAD9Pf3xz8pOxEnn3wy++67L8899xzf+ta3uPbaa6sXbOCNYahJpEwr5uZo5TsB1WcKDbJGYPyWNj7B4zcZBrvK5a/jCDvQqF+VPGjs7k0uDY3UW4m6y/gKHSkvE877NQSzhoe8Gm8wDcVzpiwenUh9xDvuE0HhWXIiQmRLRMw2Wo6WC1Jf+MIXGB0dJZlM8qEPfYiDDz64HeBzAvB9n/e9730opTjkkEO4+eab65b3PGM9fPll2LDBxI3KZIxHVCZjrIteYJFzIG1pRmQaqQZRMoHl53Byo6DySKHwnCSON4rWNpZQaAIsTPyoQBeGwoL3rBICoYRJdqaKmVqRUiMI0EKipYl9EGiJYxv3dJFOFzLj9RnyBmZcUxXEreyJKPI5+r2UkHBLMRYa4MYbb+Spp55CCMHtt98e84xMDUgpeeMb38iPf/xj7r777pqCVO15QSClrhOiR0Q4SDj8V1nVHn2gHiNOVW+3acQ0xkyZ+WQiQkkr+zBBUrBTDmejY1EZVyr8nTvjmDciswXiNFXli8aC1PjE3Xw+P+4+TVW0eU3r4fs+p556apHbfPOb36xZNhSjXn3VeHk/8YQRplxfo7aDYxlPKC9v4fkWeTtNQgkUDlaQQyof7ftIFBobTyukcMEOkFoU0sorVCF0gaZwf4QPfIUpUIExyEkgKCy/sxyzlM920baNSKWMJ3e4bG/mTCMiKVV6hQjdGUKEfKYyHWo6bV7hkr0GuPzyy1m7di2O43DhhReO6/zsDEgpOeecc7jgggu45ZZbuPLKK+t4GtZ4II5urZwHJyKs7GCCISo+Twl608w8O9m8JjL3jznX9YTIJvtVJkpV1lXZpybrhdJVKwufyyNmVM7BogGfqPXban1fLu2E3lbxWUuNsjGOSdyzUOxhnPM23gCZ0efJNnYaWi5IrVy5EiEEd911F+9+97tbXf0eh+XLl/PUU08hpeRf//VfceoE6PZ94xX10kuwZYtxaR8aMkv1tm0rlcGX2D0Sz4fRIEUaB2WnSI8OYvs5QGEcowSBk8L2MgTaiE6GkqlCRr3CSxcGU43xoLJAFGKU+EogpUAWhh+FVVhSZ4NrozsKy/McF5Ipo2IFQWSBdOQHisiH6MBRsDAKx67lqzoG69at44ILLgDg05/+9C5p0V+0aBE//vGPyRW822qhHgerNm+MLR8RAuvFkypMmBN/AhdVP0b7J8TYAuVpa8uXHu60eWZ3mOAqLpJm6EpTbTTjrgNjiWnl9miZVqKJc9qS1mO1Nz4vqcnA9OnTd3YXWo42r2k9li9fzpo1a4rcpt4Sx5ERw2s2biwZ27JZGBqG1IhFV8I3Wo9lE/gSLWw8O40TjAAS28sVPaWEAG05EHhoLOPNbXtIpUEZw5tZLK5LwlRgHFGCAOM5FQgsV5ovLWHe3QS+m8J1XeMR1ddnBKQZM4wIlcuZ91BQD8emUJCq5C5hgPRUyiwPjBkD6oEHHmDFihUAfPGLX9zlgu0vWbKECy+8kIGBAR566KHGnuvCxECtHGuL3isTnQ8maw6PWW8YuKB6HbKZqlqLqchtagkLcbMuRuupxXkq+EdV4bOZpqp8rlqTKMrjY3aotqCkegvVqjXcQYypuBlRirHlW+WV2OLrbExtUe450YwvbUwILRekMpkMHR0dbdLWAqxZs4YvfOELAFxwwQUcccQRdctv2WLI2ubNJWFqcNDwoJGR0ko427LJKRtLgZIOo6ToII+0NHhm4A7vSSUlnpPG9jKgA3xhAVbBU0oVBkjjMSULY1gQFPQmBKpgTVRSFoJqajQ2WgtEVzd61kxIJc2EEWaWiVoSQwIXRdSCWHBpL2bViwHP83jnO9+JUoq5c+dy3XXXxT8pUwiu65a9N0KtObPR9+XvMSaqaqch1pxUX4iqu+cYS1K1Ms3VORWhlOLpp59m1apVrF27li984QutiVXTiFA1SS6aEq2aEaOKXaggQYWHkqp1l3aaOMZrXa2LZsSkHXURj7+defPmtbAfUwNtXtNarFmzhs9//vNAY24zMmI8o155xfCZv/7VcJxsFmQWLMch8I1RxnOTBFlJgCSb6MLKZ7FUKStwyaFXENguKvCwtQJclKVB+kgtCQrFij6OwpjiLEugbPPwJgFhiUIoAQtsibIdI0ZNm2biQkFpiV0qZVzYQ6NbEIz1lrLt0hK+kA9Z8ZdkZbNZPvKRj6CU4phjjmkY3mEqYvr06ey///4888wzfP3rX59QKIVQwit6nkQFi3oixU4mC2HrVt1SxDbA7gqIcpsZM2bw9re/vXrBKFeJxJ6YFENZtNnCezVhqihKFf5vSTuNvHaqeE9Vbo7GUa1leDbvtZfvxUd0/xZ4JUZ+X1Pmtjqi0kTulHaylslHywWpfffdl2effZZ8Ph/7QbmN6rjmmmvwfZ+DDjqoKEzVwtathqRt2mS8ov78Z0PigsC4uofajmVBIiHI6CQJNUI+sMjKNB25zQghCNw0jl8KSisBYQuUnUb6eYSXKwy+Eo0JrCAtM91HxwEdAFJgOeYLS5hVeMLSoAOC3n7smTMRXYVleo5jOhgut6tcS1aJwkOsKIvjEA9nn302a9euRUrJL3/5y102+Gx4f8VZIlN9TjATTiMPqvC9xN+izsW1Jq2K7+vNbVUm03gYYy+qXX2LsG7dOn784x9z0kkncfTRR7ew5voIY638/ve/Z3h4uPj94YcfXjsIcLNWuzjlJ2AJrFlfzPu3ejYlAVqVu3S3SpiqXB4wDlTuNbnL91rlJTWW2I5pqY4hcVfI5tUs2rymtbjmmmsIgoCDDjqIyy+/vGa5XM5wmldegeFheP55I0h5nglDkAwgbzn42oShDKwUPhY5ZSOki+d0kMxuJZAuDvkx97+2HJQOkMoHhMmWB4VyCokK1+5R/FpLbEfiS4kTVQykjU4lzDK9adMMj0mljFt6Z2eJgNXjNqHAEDPsQCXOOeec4lK922+/fZflNv/3//5frrnmGp5++ukGJeM9NIdMoWxJVGUMoh2JBvPJjmc2U4vb9Pf3s2HDBiyroSQ3eajBdWoJU8UrsdrSwWabDtuodp3UuXYqVw5UFg3n7epVtEKUqoPIcZpSiMnt2mLU5KPlzPH9738/QRDw4x//uNVV71HYvHkzd911FwCf+9znSCaTNctms0aQeukl875mDaxfb0ibUoa4KWWW7oVcOuM5ZEmZGJu2TaAlfmChLAffSSMxnk3RZGrKdvGTHSjLKbqyI0BpgUaihLFMKiEJhMRX5gZWBf6ltMAXCfJd06G7Czo6C55NEjrSpoOh91NoJQwDmEdfhe+b8YoKcd5553HbbbcBhhQfdthhTe0/lRBeE5lMpmaZcPKpXB0QKVFWrh7GZu+IR5vKmhrzalxH2Lfoq7Ltse7GY+toFkop1q5dy5133snSpUtZvHgx+++/P8uWLePYY4/loosuIpvNNl9xE8hms1x44YUceeSR/PSnPy0StkQhy9IXvvAFgmqBckPUIwHjnWBjikgNS8Ssp9bzW/F6qLyo69U79kKqjmj8lgkSkTEPQk3tvKNJUJt0VUOb17QOmzdv5l//9V8Bw20SNTLGKWXEqI0bTVzMdeuMoS2TMRpPNgueknjaQdgWQkDeTuDLBIG0CYSDJMBzUghLEkin6v0UCIvAcgnGxHKyUNJBWS5KulB497WN0rJ8XHIS0NkFPX0mmLnrGq7S2WlcvIQw/7tuKWuw65a/ksnS53GIUVFuc/XVV3PooYc2XcdUwX777QfU5zYlFIyTVTeJypJVc/rWqXmHIuxfLGY1gblhKnMbgIGBAX7+85/X3nkKiAPVzlHxu4lyBykRQoxdrlm1vjGWuqpVho9WzXWptYLtDjtrcYXA3dB4tiuj5Wfjggsu4NBDD+VTn/oUv/nNb1pd/R6D2267jXw+T39/P+9973trllPKiFADA8ZD6plnTLwo3zfbfb+Q2c4rlfc8yOgEOVy0FCgtEEqTdZIEykLYLkGyAx1Ro2SBT1m2RKSS6HQnIpVAOFYx2UxR1S88fWldSLksLAInid/RS757OrhJEy/Kcc0+yaSJIVUtFlLFA6SQYtzj/HnnnccNN9wAmLhR559/fvOVTCHMmjULgPXr16OaWCNf79jFObbRic2UjU2hwhoi+zSHamLU2LorfoOo8l0F1qxZwzHHHMPxxx/PMcccw6GHHkpPTw8HH3wwH/rQh7jxxhtZuXIlWmsSiQRKKa699loWLlzIHXfc0XLyls1mueOOO1i4cCHLly9HKcU+++zDTTfdxPr163n44YeRUrJ27Vpuuumm+pU1c7PEtRaFZeuUrxUHIS5ZqyZE1dy1liUxzsUcvqLLgOvV2wSifoRNQ4RSVvGLmC3Gx1iPyUZl9ky0eU3rcMstt+B5Hv39/bW9OzHL80ZHTbyoP//ZeElFKUIQQN4X+Ap0KoXW4MkOPDuFbyUg0Cgh0G4S30mipRGeQl4jKPAaifG0dhwCN2HiUVoCIcvvCBU6PSjwA9ACE22qI43u60N3dkMqURKcpCx5RoUELETleFM+oTaNKLf5zGc+w9KlS8dVz1TB+LhNRJSKaTARBSGrUqCKMoxmmE28blavLcqIGotRkQzTDfCzn/1sl+I24bLoCy+8EK/yvoki6r4fflWr7HiFh7jXUcWr2Fr0Po9DvMPylfXHGhtaMVGHdVRyj/HUUX3LzqITO1/CbKMRhJ6EHMYvvfQShx9+ONu3b2fmzJm85jWvqevmLoTgv//7v1vdjVhIpVJks9kplcpZKcVrXvMannvuOS644ILaqW8xy/M2bICHH4annzZWw+3bjUgFhsANDRlhKjTKJZMmzMFMdxt7ec/T5Q0wLfMKSTI45HGCLI7QSBHg6Cy2X2NJWHSmVgpLmyw1hDFeLInlWli2RKYS2GkTS0H0dNM3O4k1vQenI4U9sw/22ss8+MyeXT7BtGAUyWaznHPOOUXr4ZIlS/jud7+7yy8tWb9+Pfvssw8Aa9eu5cADD6xaTuux4RLGcjxdLBt9rw1dVtacp4rlEHUrqTyx1ctWd0EWVcuE2yrnbikbC1KXXnopV155ZdVtM2bMYNGiRSxatIgTTzyRN73pTVx//fVcfvnlxeWS/f39nHXWWZx99tksWLCgdkMNsG7dOr75zW9y6623MjAwAJilmZdffjnLli0rW4Lx2c9+lptuugkpJc8991zj2D1VAr/WTJscYzxsVKLu9lZbOCfoIh+7/mZ2qXiPh8hxKTtGzYxV8Y+tGQIbl682VE4BI/UOxa7Ea37xi1/wzne+k+3bt9MdZq+dAlBKMX36dLZu3cqFF17INddcU7VcuFTvmWfgkUdMfMx83hjdQs/vbdtAKJ/5/cNM71OkRwdI6lGmjb5I5/DLTBtaTyq3nbQaxEJjeVksP4fUATYBMqgUicwrFKqAgipemizNXCeQtsBOWNgdCZLdCVRnF7qzC2tGP6lpHYbH7LMPzJljiFdPj8mSV9bexG+gSm5z5pln8p3vfGeP4DZjDBZaAZE5rpk5oVAmzlg9nhmm+HhfQzxpbqSPCBeiMhj1WCxdupQbb7yx6rapyG3WrFnD4YcfThAEXHzxxVx11VX1K66IM1vz/DQb2DyKVs//ceJ1VjmxtX9BK+XT4kNdk/s1x3ia7ekYG2TdwjHFyjaxmVJouSC1ceNGFi9ezLPPPhtb5BFC1F92MomYioLUr3/9a/72b/8WIQTPPvtszUkgzKr3+OPw6KNGiAqJ2uCg2b51q/msNfT3m+3ptIm3OS0xyl76ZWblnqcr2EbKG8SVAVLkSfhZLKGRUiO1j+Xnkb7HmMEmMqrI6H2sTUY9ZbuIVIJESuK6oNKd2F1pevst3Glp3NkzkdP7jEIGJv5CC2N0PPDAAyxZsoQ1a9YAxnp4ww037PKEDYzgM3PmTDZv3sydd97JBz7wgRrlxs7F1ZdBNSNKRQiArv597XIxvXCqPptXFyujQlVUkBJQ9Kqrh8WLF7Ny5UoWL17Me9/7XpLJJDNnzuToo49m7ty5VFs/vmbNGq699lruuuuuYqZDIQQnnHACxx57bJHoHXDAAVWvt2gQz1WrVvHQQw9x7733FseiRCLB+9//fi688MKqmZJ832efffbh5Zdf5tBDD+Xxxx+vf11XE6QK35e9V9sWA7rG5zFoOOEXnwZjt22K11jb1wo0We/4xKgQ1ayhkyFIiViG42rG2T2Ns+1qvGaqClLf+c53+P/+v/8PIQSbN2+mr6+varmBAXjxRbj/fhOKQCmzVG/zZsNrhocLRjelOHDeCDP7A2xvlB5/gJQ/yKxtf6Zj5BV6MptwVI6EyoDQJFQO4ftI7SMCH6EChA7KEyLIClGqAhoJCQeRSuAkLJLdLrJvGqqvH8e1SPR1IfedD695jcmwB9DRYUSpFqLNbSqG/KJwWCFKxR27a82PjXZrsL2e11a1S6z+2YsMxoX4SnG5zcknn8zf//3f7xLc5oorruCyyy5DSskjjzzSMKETFeNsTZ4zEX4wTg5Q6/+qiDGxVvcyqpR3WjFBN3usmhekou9xy9f6v3xjW5DaFdFyQerss8/mO9/5DgDz58/nkEMOoSfGRBzGFNjRmGqClFKKhQsX8vjjj/PGN76RP/7xjzXLjozAc8/Bgw/CX/5ivvM8Y1ncvt0Qt9CyGGYiVsrcbzNnQm8yy2x3gNnZv9Djb8UiR2cwhCU1oHD8LDLwkWiEBTYKEeQNiVMKoQJAR/1TQdooaRMIC207SMvc3NK1SE/vADdJMiXompXC7U6SmDsTOWumiQsFRimrtCSOA57ncemll3LdddehlMJxHK6++mqWLl1adQLeVfG3f/u3/PrXv2bp0qVcf/31NctVS1ZYS5RqxkuqVjmTSrZaGVEz20e0X2PnkypkrkyQqi5GhRbEeqd8/fr17Lvvvmit+e1vf8tb3/rW2oWrYGBggNtuu42bb76ZdevWjdne2dnJ/PnzSaVMSvB8Pk8mk2H9+vVlcRNCLFiwgE984hMsWbKE/v7+um0/+uijHH300WitueSSS7jiiitqF65lBW50wsdpHRyzV6z7Lp7nXPVGJ1GQCuuPU6zivWmIWuRyvNSt9vbJEKSUUrvFQ3EUuxqvmYqClFKK/v5+tm3bxgc/+EH+5V/+pWq5fN4kZHnsMWNoC5fpbd1q4kn5vjGybd8OCVfzmnlZ9urNYdvQld9Ej9rKjO1/oTu3gZ7Bl7F0HscbwcbHEhoReFjKg0AjtVfgMj5Ca4RWCK3GiFIaibJtEz/TcrAsgbRBuDaJ2dOx+3uxEhZ2ZxI5rZvEAa+Bffc1S/bAuKXXEN+aRTab5Qtf+EKR27iuy1VXXbVHcptyQSo66xTEpSbnhDjPAbVmqFp7hjyk1v6VZWtvj5CimN5Rf/nLX3jta1+7y3Eb3/c58sgjeeqppzj44IN57LHHcByndkcrrK6T4iUVttPsLhXvNdHkvVv+S6pdOTtalKouldXCeOSz2PvEEaRqPRjUOA+7I6+Zamh5Co5f/vKXCCH40pe+xOc+97ndaoKcbGitOffcc3n88ccBE7eiFpQypGzDBmM1BEPkRkYMgcvnDXELAjOGWpb5P3Q+yufBTfvknTRKd+DpYRIO+F6A8EawpES5aXSQR/s5CDQ+FhZJsCP3rNYgNCAKGSFEmWVRa4FyE+StFA42DmClHUTCRaW6TEDiaCaYCT5QKqX46U9/ykUXXcTatWsBOOaYY7jtttt26QDmtbBo0SJ+/etf8+CDD9YtJ0Qt4ajye4EQuqnTEF4L5Zm3BESy8FV6MEWTl1UmMhs7ZDSicAZloX+q9K8Wvv71r6O1Zu7cuZx00kn1C1dBf38/559/PkuXLuXuu+/mnnvuKVoGN23axPDwME899VTN/Svd5k866aTYE99RRx1VJOxXXnklhx9+OO973/uqF250EdTbHmI89+eE5oDwOorZzmQKUjHrj175lYhPSqM1lO6j1pDMiqZajKeffpqDDjpocirfSWjzmolBa83HP/5xtm3bBpig27UwMlLKrJfLmVtudNR4RYX8ZmTEGN+kFAxnLDJJQWeHZsTuYVpmE7l0L74eJHATWAoQCvwMAQGW7RAoC0t6qECABYLwgVYh0MZjSgiEJdDCNjGmIjCxqRIE6S6U20OnEChhQzqJ6u1HaZCpVPQATPgY5nI5fvjDH3L11Ve3uU1DCATacNImjr2IkpnYLZXeK/dq+TgRK5ZQCd/61rfQWrNgwYJditvYts0Pf/hDjjzySNasWcPHP/5xbrnllvo7SVkUnGqyholyhMngGE1eI835rO8a81SzPZ20X1XnXOyOvGaqoeUeUqlUCq01w8PDu0TK2ankIXXdddexbNkywASpvO6662qWHR2FF14wy/Uef9z8n8uZGFJbtpj/fd8QtyAw3lG2DU4h0YwlFK/Za4Rp02COs4lZw89iKR+JR8Ibwc6NmoYKsfhkYBQu6fvm2bXQj+L9W5GdNRDGU0q6CQIpkbZDZxekOy265nSSnNWDtG2Sc/qw+yIW3HF6SCml+NWvfsVHPvIRNm3aZLpkWXzpS1/iggsu2CWuxfHgt7/9LW9/+9sbLu+stmwv/L62Y0xtD6hIqZg9Hc/9VX/aqfSKKvOYKmxoxN8ymQxz585ly5YtrFixoqWB7rXWvPjiizz88MNs3LiRbDZLLpcjkUjEcptvpp3Fixdz7733AvDCCy8wd+7cWoXNW43vmyJbtcoKMfH4SWMbi1fFZHtJRduptanebvXqHHMNVDsecYTKeB5ScZ5taonE9fa78847+eAHP9igD7sWdjVeM9U8pKLc5vOf/zxf/OIXq5ZTynh7P/ec8Y7asMEY3nI5w2sGBgyfGRkxt2A6DdOn+fR2euw9PYclYba/nj620O1tYq9tT2N5xtPbyo9g5zMU/J2QGLdhGXhFb+/Kyzp8dg6v90AUwhBIG9HTSZDuItlpkU5LrL4uUvvMgu5urJkzcfeZXTK2JRImZsI4MDAwwPLly7nlllsaxhXcndAMtzHOUdVnHa0msGx2vHPJOObz+n6wopzoxPCO2h24zfLly7nwwgsBWLVqFUcffXStDpXe68WTGg/PqYUmPKZrimPjaXZMffX96pqXbyrloWaOVXMeaM16STX6paaQqPo5lodUnXOyO/KaqYaWz2SzZ89mw4YNu+0kOVlYvXo1F110EWACU9YTo6AkOm3YYCyHoUfUyEghHbJniFvoIQWlZC+JBKTcoJgMBjdJRvXRMbKZQLtkbIsEFk5uGKGM63OAC45L4GLIWxCAVsWxSgrQQpqXNOdeCYucbyEdiaNBSEmQ7kT09qKlyU7jKYldfY1WLHiex3//93+zdOnSYiwFIQSnnHIK11xzTdX16bsTTj75ZPbdd1+ee+45vvWtb9UMgB+OvdWWy9XWFaIeGuOZw2udy7rO7fFqjohRNQrU317Av//7v7NlyxZc12XJkiWx248DIQTz5s1rHGy8Be38z//8Dz09PYyMjHDjjTfWXb5Zo5L6XlK19qmC8VG9OCLKzjcaFFHnODV71de+SKvZDcNaJm4jjDvUNiNGgXlw2N2IW5vXjB+V3KaWGAUmAUs2azykXnrJLMvL5w3HGRoyn5UqGVeEgLwnyeRtRjIBvR0eIpEEtwsCj4zXR3pwIwAq2Y2SNm5uGKVBIUFopG0hhEagEH5ImMx9pgophLVlFXiNQCMIOrqRiRRaWAgBWbeDdE8/+WQ3rpsgSHegPR8RXi9N8pogCHj44Ye56aab+MEPflA0Drmuy2mnnVYz9s7uhLjcpojimFw+VwghMfGhJujd22henIDwEushO/pwHaOpkNskEoldltssW7aMb3zjG6xfv54777yztiBVw+1+DGtopYdTTG+6MVsn6DW3Y1jQjvGuirKZHerPNY5zsDvymqmGli+I/Id/+Aey2Sw/+9nPWl31bgvf93nf+95HEAQccsghfOMb32hQ3lgNX3rJxFXI5cx3Q0NGkFLK/B9mowmFKd83+9s2dHUoRCEb6ajnkLG6ySZ7zXgtLDJ2F8OpfvIygSoYHbTxaEdjoS0XbSfJyyR5kSQnknjSRQmbAIu8dhj1HTTSpElG4vX0I/v60FKipAOptKkzGpCw3jrxCNatW8cFF1zA7Nmzecc73lEUo97xjnfwyiuv8JOf/GS3J2wAUkrOOeccoJROuxaaXDId2R7aJaoVrObVUa1spS2k2mv8KDeKmH8aeYZns9ni0pHTTjutYbymqQzLsvjUpz4FUH+JQ72TPU5ReMdiCvWtieUTVa2ksfav3Gt8vmeRRse5X3w89NBDk97Gjkab14wPzXKbrVvNUr116wzHCcWo8HMQlIxvoTCV8yRKCUZ9l0RCIxMWMumS65hOtqOfbGe/8X0SgiDRQaajH89NFfyhBApJoC187eA5SfxECs9O49lp8jJFXiYJhIPGxneT5Dr7UG4KX1toBH66F79nJvmOXrQW6N4+0KD8iLdATF7z17/+lQsuuIBZs2Zx3HHHceedd6K1pq+vj2uvvZaXX36Z22+/vc1tIog1jAqB+ZsAKjyUxrxagDjCVJymotzm/e9//y7LbYQQRREg1tLNKhympmdMq3hOnWtCT8J1MraGZjnExFtsNeL2cFJ70uDc7I68Zqqh5YLUpZdeyuzZsznrrLO4++67W139bgetNaeccgpPPfUUUkpuu+02kslk3X02bTJxo7ZvL2XWGxoynzMZ8/K8kiAVvizLxNgUAtCahAsI8IVDJgNDTh+jyWkgBVIKtJUgk5pOJtFLXrr4WChdfsk4FghLorDwlUUOl0zgkAsKGUCkIOd0MNozG5XqxLIxRK6ru+hdW1xKJkR5PKkqx+riiy9m8eLF7L///qxYsYKBgQEsy+Jtb3sbq1ev5he/+AWzZs2awBnZ9bBkyRIsy2JgYKDuPVdv+U3cpTvVhSQZ+Vy3lgbb46Lc+6lceCrfVg+XX345a9euxXXdolv4rowwRsS9995bNQBpFDUPTwtEqeb3jLtHeKLrXGs7Y+l1A8I5xkLbMjI8hTzGCvjLX/5SXDq6O6HNa5pHs9xmaMgs19uwwXiA53LGC3zrVsNpRkcNp/H9Em8ovgvjuTQw5IKUBJaLkhajnbMY7p7DaPdMlCzEFbBs/FQvuc7peIkOE6hcGnEJZQxvwgIsibZslHTx7RS5ZDd5txsshwALX7rkumaQ7ewn6OhGCQuvcxqeZX6jCuIJUlFe85rXvKbIa4QQHH744Xz3u99l06ZNXHDBBbussDBexOU2UBhSi+NqbcvbxM1frUXjvpTmjPLfWBsht3EcZ5fnNm95y1uAGLymjitvzXO+A4xvU0fOmQji/orJ+7WxxIpmzmcTZXdXXjPV0HL/8x/96Ed88IMf5LrrruNtb3sbc+bMKWakqeXuLoTgzjvvbHVXpjyUUnz4wx/mV7/6FWDiLBx33HF19xkaKgX73LLFELQtW2DbNmM9FMI8oNt2aQWO75tYC8mkIW+JhAlublng5cFKWmghyWYVKtGHh01nfguWChACVKKDnNuB8D2kl8VSHlJHfOYFeAViqPKF2ILSRjkJst09aCtBojCaKMtGdfYQKIlUpmwQaDPYNLAi/vnPf+aaa64p/r/ffvtxzjnnxMpGtjtj+vTpvOUtb+F3v/sd5557Lk8++SS11u3XX6JX/3k+EjOy2t7EmxjDfk3Mw6P6zxOxn/dXrVrFihUrAEPedgeL88knn8x+++3HX//61/pLHAonuuYZa2aZQg1ED3/9GiZCdCp+QbNLDicLkeM3+T0Zn6P7eHl4o/3CILq7G9q8pjk0y20yGSNGDQ8bPjM4aD5v2mSW8IXGq9DTOypGdXaCrySer8nmJb6VwBMCW/toaeMlu9luJ8g7HXRtfxnbzwKgLRvf6sbXCul7SOUXYkkBlplLNBAIByUshGUhpCQrk4jubvxkB9JxwOnCkTa6u4d8ohtbhccgch/U4TaVvGb+/Pl88pOf5Mwzz9yjeQ00x20gxvAfWWYVl7E0g/jzXhOjtlUw7sYUo6Lc5otf/OIuz21i85oQlcv3YOwSvhpL/HY9RPn0ZEtfce6YifH7Wr8i1i+biLjYYN/dlddMNbQ8qLmUEiHEmJNXaxLRWiOEIAgmEHhwAthZQc2VUnzsYx/j1ltvBeCSSy7hy1/+ct3JdmTEBPV85RVYvx7+/GdYs8ZYEEMxKuoRFbq2Ow7MmFHiRI4Dc/qydKc8hDD/dwXbsL1M8ZkuJbK4uW24OoejfQqhFIrEUKsAqQJ0oFDF4NcCX1t4IoFyEsiEbTyttAmqPm12kt69O+noFFi2EchcB5zuJG7Khu7uUprkKrjzzjv50Ic+RDqd5j//8z85+eST22k4C3jyySeLmXZ+8Ytf8I53vKNm2eI51GO/j75XQ+Osuc3cR83ec+beqDzlUtbzmBqLIAg47LDDWLt2LUcddRQPPfTQbhMbZsWKFUVL+osvvljf21LHiKrRgiDh1YN6NkMeKsvWWLbWyoClLUKtBXfNQ9T4HHd7aVszTnBlmSsblI8G0d3dyNuuxmt2ZlDzZrlNNgsbNxpBauNGk6RlzRrDc0ZHDbeJhiEIV25ZFsyZAx0dhsPYlmbv/gz79g+SSmlSIkePN0Ais9XsoBVudpDk0Cbc/BCWl8EKKoKZa40WAAKkiR2FkKhAoiybbKILmUxgORLcFHknRXe/S8deXXTu1YG2Hbo7IZEEK+2S7OssEbAaaPOa+ojLbaK3plYVs061gOf1gl83gXrDYrPRMsd8L62SZ1cMQWp35TbN8pqy98rvy75qXGYi0DU+T7TOSIS0iq2xr6wGLdTbp9Evqc74GqERg2k4IjaIRyIqvy+P81Gz2t2Z10w1tHyketOb3lRXVGnDDILnnntukbCdd955XHHFFXX3yWaNFXF42JC0F180hC2TGSv2h4ffsgwX6u42XlGWZcpZFiSSwni8aMh7MCI76NaZYnvDQRLXnUFKDZPzsiYDnw6MZ5RWmLR6FsIGjQQhCYRNPrDwsBCAiyGPlisRPV3kHBcvIpyZY0ExvkOj7HqrVq0CzDX2tre9rcmjvnvj0EMP5W//9m/51a9+xRlnnMGrr75al9SG10lUYKowJo0TzVhI4paNTCrls0oVcapxq5///OdZu3YtUkr+5V/+ZbcgbCGWLFnCZZddxsDAAP/+7//O6aefXrd8Q5tXeKFMQJga28ZExKjqNZb1bYpYPHdODxod2/iW1Gan8WgQ3d0NbV4TD1prPvOZz8TmNr5vPKK2bzccZ/16Ez/q+eeNEBWGHcjnzS3t++YlhEnIq1RpzFdaoKRt4kzlBCSSBPYMZsghbOWDkORTvfhOmsToVtz8cCHDnvGMkiooGzeEEGjHMt7eVoKMchFSYNsugZskp2zcdCfZVAe25dBhOwjAD8BRYIWPUB0ddY9Zm9fUR1xuM9bppdrsFvku+rAaxzhD8z4olR5T9U0F0X+quHnHGH92V27TFK8JL4RKHlCFF4hK0lvp3VyPRzTJM1rlkVeqp9r1UOsqa9aDaqJzXXO/dsIzawMxqu62BvfV7sxrphpaPlrdc889ra5yt8P111/PV7/6VcAQtkYZ9YKgFBtq2zZD1oaGSu7qHR2lJXpaG/KWyxmC57rmfguCkodUMmniOEEhO56GrHJwlYsr8sjC93llkacH207h+Flc8ghRsj4YQaNcLBASgtFCv6WDTCWhKwGuMPEfwriU2uhaSmF2SqUaqglhULlFixbFPdR7FG677TbmzJnDpk2b+NnPfsa73/3uquWi82i1ZXj1lubVX7ZX1grxJ6RK2lZ9m7k8StbCyjklzvPi//7v/3LVVVcB5t479NBDY/Zx18D06dN53/vexx133MFVV13Fe9/73trWxEZL9yrLVpK3SrJX+V10d8r8EGJiPLbnqYvW9bgauYxHOMcbYqHRfpVBdHc3tHlNPCxbtoyvf/3rQDxus22b8fzevh2eftqIUSMjxjYlZWk4CZfq5XKGB2ltOE8QlGiDEODhkvctIDBL+hyXAWdverKv4AofiULZLpnuWWS9XtzckBGmVMSTrfAwqxFoYRFIibAswCEnEviOTd5KkXfT9KYslOWQCUoPK2EiGce2TOdSqbrHoM1rGiMutylCCEQz2YEbiAuC2n66DauueI/Vl4oBV8jGe//85z/fbblNU7ymHmqd52piFZig5M3WV4cLtUqUqo8dsXwvDnbMr53MpXq7O6+Zamj7Be9gPPHEE8Ugg2eeeWZDwgbGIyoUo1580fyfz5diQSUS5XOY4xhCN3u2efX3m+9C4uY4oCPij5RGgBqRnXh54zUVDX/gC5cRq5utso8h1cWoSpINXHKexPMhMwrZrCDrW2RUApXuIJPsJZvsJXCSSEuQK8SWiiZKUco0LixZd6kelAeVO/HEExsesz0Re+21F6eccgoAF154YcOMeyGq6YBxjQv1IahO5RrtIyMvgRCisCxP1BSe4vTJ8zze9KY3AXDIIYc0jkWwi+Kiiy7CdV3Wrl1bN8U6UDxwTU3p4UmQsrEyWPi/Oe+SONdMZHstgrkT0bqlenFbaNzKZMWNgt0vQUAbzUFrzfnnn8/1118PwFlnndWQ24yMGF6zaZMRo1591fCDMAYmlEQpIcx3qRT09cG++5pVcB0dpeuzEGqHEc8lX+AmeQ+G6WRIdpMhSVa75LSDp20CJ0WmYwbbe/dle89cRtIzGU1MYzTRw4jTzajTzbDdQzY1jVy6n1xXP9lUT5EHCdsmKxL4VqLowQVGjNJQSGfcVfcGavOaeIjLbcoOtYhwhjJBp/r5qDZHlVhIlfIxX02hsg/hHNsA69evL4p0xx9//G7JbZrmNdFX5bZ6+0S/YoJCYtx9m8aOamc8aHyv1SrddJnxkJqoBaMB2rxmx6ItSO1A5PN5Tj75ZJRSHHLIIfzzP/9zw33CTDPbthniNjpqvKOyJi5n2ZgbEiKlzP+hd5TrQk+P0XySyYI3FbLosVD0bnUSZO002WzFkrrCkuAgkGRJMiq6GLZ6GbSnM+jMYDg1g6HEdEYTfeQS3ahEGplwin0JA5CGsSBCaG2EMdnbXTe7HpSCyi1YsKCYTayNsbjmmmuwLIu1a9fy+c9/vm7ZeqJUVG+otl81LaI+4tI3UWyj3jLvap8b9eWmm24iCAKklKxatWq3XYJz8MEH84UvfAGA5cuXN06XHIpGjJNAV3tJOeaiql93MxS+UYyDSN+mACbPRljbm7AS5YdCNzw0TXA2Hnjggd0uQUAb8aGU4lOf+lRRjDrllFP49re/XXcfrc1SvVdeMXGjXn3VcJrBQfNeLXh5+DmZNO+OY3hNOm2EKdc1dQfCJudZjOYsPA/ynmBQ9jHkp8nqJAobH5ucdsnpBDmSZKwehlIzGOycw2DXPIZ75jHUPZfRrr3IJKczbPeQEWlyIsVozsZTFnk7bTLuFZyrAj/yA4VAplMNl+u1eU18xOU2Y0Wp0sfiq9a+lJvDdgoqCE2jMTgIAv7mb/4GpRTTp0/n97///W7JbZrmNVCbHDayuFYQ0KqlKw1zOwoFrhb2K/q5hMliHeOpt3lmGW2l7rGv2WQNwa6J89TmNTseLQ9qfuaZZzbfCSG45ZZbWtmN2NhRQc2VUhxzzDE88sgjSCl55plnWLBgQYN9SvEVNm+GF14wKZFffbXktj4yUk7cwLyH3lPh90IYC2LoUaUUuORIkC9vVGuSQ5sQOkAW9rEKWpEfMUqF93W0finBdsC2TByFXNYE95w2DTrSRnPq64O99irFt3Jn9NBzwKy640Q0qNyKFSs4//zzmzz6exauvPJKLr30UqSU3HfffQ0zN0avm7i3QTQweitvnXreT7W4RRw+kM/nmT17Nlu2bGHp0qXFh6fdFb7v8/rXv55Vq1Zx8MEH8/DDD8dzcQ8TFExCn1oXczxSgY6xfnQnxJPSFe8TR70LvDYtrW0Mrn/DxBWkstksCxcuZO3atRxzzDHcd999u03ckih2NV6zo4KaVwYw/+hHP8q3vvWtuvELtTbC01//arjMunXw8ssmFMG2bcb7O/QCDy+l6DzT1WXeQz5j20b3SSQKOrgO6NHbABBokq7CthVpf5BEMIoUioTwcYSHJSru0ML1rpXhMEVjHQItJIFwGM7ZJNI26bSJYyWl6dPMWZBOFTy5pqXoPnwf7GTte6HNa5pHM9ymfNivQlZqzQs7M/5gSKTNP0Z8aDAGf+pTn+LrX/86Qggee+wxDj/88Env5s7CRHlN3c8xULd0jQDpLfWWjlwM1bo+dtFhvf9rNjKmplot1Ec8L+564nC191iiUi1BKiax2VN4zVTDpGXZi4udnY1mRwhSWmtOP/30Ygron//85/zd3/1d3X2UMpbCV1/RZEY1L6xXDGzWDGzWjI5ofF+gFIxmBdm8IFAWgRJFAhXGBw+Cggt5YS5Opw15UgrQCic3Euln4T4NfJLDAwhU8XurSrYlIQqCFEBhmZ9dSApiO8ZiKC2Y1msCqwPM2sssIXQdcDocEq/dh55p9W1Rd9xxB2eccQaJRIKXXnppj0+F3AjjmbQrxYI4t0OrRalGYlStYSWOIBVeQ7Zt8+qrr+4R19Dq1atZtGgR+XyeM888s7mH4xZlIKpV7cSulyYFqYk32BR0jc8TQ1xBamzZ6sbh+t5Ucb0fzzzzTG677TZc1+Xhhx/ereKWRLGr8ZodIUhprfnsZz/bVDxMpcyyvGef0QwPKp5ZG/Di+oBNGzVbNis8z8Q/GclIsnlJXjlgWUUvKdc1HlIhp3HdkjA1fbr57PuQzA9i65IFTQqNYwV0+wO4Ol9Y3qex8LFQWASFmEOFh8hCVr8AC0/ZKGlhuQ7SLnmtpFLG2AaG4/T1G25l25A4cD+mze0oLiOshjavaR7j5zY1rG5TQZSqRXKEbDgG/+lPf+LYY48F4Itf/GJDr/jdARPiNVCdhMQ83w1LVamzZXygysUwRgMbu1ONz3UbqlpTrRZqo1FZXWytWg/KPke8whqiynEK64hLbEJeY9s2jz766G7La6YaWi75HXfccTWJWxAEDA4O8txzz5HP50kkEpx99tmkGgR93NVx3XXXFcWoa6+9NpYY5ecVg1sC8BTDWxU6p0lbGqtXo7rNDZbzQBUy0fg+jOYlwxmb4YyNZUm0Ng/rYTDzIDBWRzCkLpeTWEmbIGt8zYvL/qRNNt2HO7IFUXjg8012ZLyoW7qGoLA80Cp4R3k+OHZJlArnf6XAcUtjgbZs9KzZOIn6YlQQBGVB5dqkrTFs2+b2229n0aJFrFmzhn/6p39qOGlHb9lqCUpq7ROKkuF7dFtcTtdoSX+9+SOOGBUNTPjBD35wj7mGDjvsMK688kqWLVvGrbfeSm9vb3zPsOhSB2i5QNXM9VGOcdK78Tc4buxEO/uEEFeMuvbaa7ntttsAuOqqq3Zr0tbmNWNx3XXXNS1GBZ5icJNHfqvHtlcDvG0BKaWYlVb0zzETiPINj8jnIe9Lcr7FUD7B1kwSLNtwiwJzDZfpeZ7hN2GYAmElYbQkSCktyPk2m/QMOr0tJLwcUoCseOjXShEoQd4T+EpiWQLXNcu3tIZEoW0vX/pN0iQZNsOLEOjp07G664tRSqk2rxkHxsttihn3wsEtJKa15oUdMV/UW0YWQ4zyPK+Ybe7ggw/msssua3EHpyYmxGugXACszK4XL2NP47oj1049eafpehsVm3Bb8Y0u8eqq15vqbVX+VF2zZIydiXiDxyQ2X/3qV4u85pprrtmtec1UQ8s9pOIgm81y22238dnPfpYTTjiB3/3ud3VdvCcTk+0h9fjjj3PUUUehtY6l5itfoTyfkWHN9i2K0RHF0HbN9kGzBC4kakobD6TAH/uIFvgma95QxmVkVFAZ/zGVMi+twcspkmqUfC7ywFn4GOR9kpltyMArfl/0tsIs4ZPSWCVt23hDgRGk3IQJlA7m87Rp0NUJXd3Qt5eLPWs66Zmd9PVRl7j96le/4h3veAdCCJ588sn2Ot4mcN1117Fs2TKAppapRY2I41nCV/l9FGWcq8Hc0GhIiLt0/6KLLuLaa6/FdV0effTRPeoaGo8XQ8yKx0V8JuAtH+5V/nk8lUzylKcr3luDuI7tY8vWWuparc6yFSN18POf/5x3vetdAJx++ul873vf2y3jljSDqcRrJttD6vHHH2fhwoUopWLxGq00/kiW3LDPiy8EDLziM7zdZ2AzDA6VMuiFxjUVVNymAvK+ILCTDGTTDI06eF6Je4BZttfVVQqEnvQGCTJVgl9rTTI/iOOPVu2rHxgPKdsuGfSkANs13MZxjCEu4UCqA7q7TLs9fRadc3tw586it8+qm6fl/vvv5w1veAMATz311B41J7UC4+U2ZfNW5WRUdQ3UJM0V1eIORDfHGDdCXgPGa2hPenCeNF4DYwPdVrY9jnrGzQlizKn1vaSa9ZCKlqns7Xjvhfr7lfWwlnGaGL1vgRj14osvMm/ePADe+9738sMf/nCP5zU7EjuFLSWTST7xiU9w5ZVX8j//8z984xvf2BndmHTk83kWL16M1ppDDjmkfqBPrdGej8p7eNmA7LCP7wWoQJPJGgIUhQpKXkh2gSQ5jiFJnV0ws9dj7/4Me0336enRJJMmxoJtm1d4fzoJSV4kykShYqw+12Y01U/O7URTWsseilGiMEpE71ersGRPFdIxh9n6tALLEXipHnRfP6IjjW3XF6OAohXx9a9/fZu0NYnzzjuPT3/60wDccMMNsWNURD2TwtjUjcbzsGx03+j+lfXEqStOHxthTw9MKITgxhtvLMbAuf766znrrLPIhlkRJlL3uPpT/fMORdyLZwLYMVaeeuSxUCK+l3rsci+88EIxo9OiRYu4/fbb26SNPYvXnHTSScXkLN/85jfr7+B5BIMj6FyeLa/m8LZnCfI+mQzkItnpVFDiC2PmDgFdHZqZXRn269nC3L5herpVkc+E4lEQlIxkWasDy6lyXQpBNtHDaLIPLcoJSFAQo6rdN8ZT1DxnWtIYB71CnCvfSRP0Tkd192E5VtFzqxZCAW/ffffd4+akVmC83CZc+iMwc2PZ5+j/hVfL54oxF9XY+uOIUU8++WSR11xxxRV7lBgFk8trys5JreVfcRAhvE1dQc1M2sQt1qwYFXefibUdR4yK10QVb8M657AalFL8zd/8DQB9fX3cddddbV6zg7FTs+x9/OMfB+B73/vezuzGpEBrzTHHHMPg4CBSSn73u99h1VJftAbPQ3k+2g8Y2e6TzylUXqF8hSAgYQUkkwEdyYDOlKKnS9HZpUl3GMtgKlmIp2CDYxnC1JFU9Hdmmd6do7vLiFKOUxKNiu7trmNMfxUQgJACL9HFaHo6np0CIVCFsBhR4UCIkrikCz6WYfgMpSVBIo3qm4FKplFOEmlLGsUiHB0d5Y9//CPAHrE2vtWYyKRdjTdV+74S1YSnmlaPGuJVHM+pOI4H2WyWj3zkI8WEAqFFdU+DlJLvfOc7RQJ/6623cvTRR8fLUlMLhZMUy3JVfdedjzgX6cQaoHWkbnLrjXsYgiDg7W9/O0op+vr6+N///d+d5gU0VbG785rjjjuOgYEBpJT88pe/xAljAlRDNosazaK8PIMbswxvzZPLFFLoeR6O8Eg5Hp2uR0+nR2+nz7RuRW+PpqsbOroKmYFdI7lKCemkZnbnMHO6Bunt9ItzRhgaIFxC7iQsfLej5jUdWAmGUzPIOZ1oYRXjbUL5fRB6equCZ7im5CmunCR6Wh9+Rw86kYBkkmSShoLUfffdB1AUdttoDhMSJGoJQtXEofAVEazG2eHqD82Rd8O3G4+lSine8573oJTiwAMP3GPT0U8Kr4kiSkwbWVCbJbv1XuPsavHz+GoY116tqD/Oz667ucb9LKLbYhzXG2+8kaeeegqAu+++u81rdgJ26hHv7Oyku7ubP//5zzuzGy2H7/ssXryYJ554AoCf/vSnzJ49u3rhUIwKFEE+IDvik8sqpFZorQl8jSVN/KVUQpNOaTo7FV1dAb1dPr0dPp3pgFRKkUqaLC/JpCkvLUgmoLfDpzudozOtSCRKwpEQJa+pvEhiJ60x93ZYVkmbTKKXodRMMk4XvuWihCzc9FV+krLw7QS5ZA/Z7pnQ04OwLZTtom0nFmm755570Fpj2zZvf/vbmz4PbUx80q7H3Rrt1+wrTl+aybB7zjnnsHbtWlzX5fbbb9+js2RIKfnKV77CihUrcByHNWvW8IY3vIGLLrpop3lLTTm0ghyK4iNM9EsmdoQq64qPOCtOmvm55557LmvXrgXgf/7nf3AbDeJ7IHZnXvOmN72Jxx57DDC8Zv78+bV3yGbRuTx+Jo+/bZRtG/MI30cHAcpXoDQJR9ORVHSkA6Z1BfR1+0zvyTOjN8e0zhy9nT5d3ZruLujpNklTwuy//R1ZZqaH6O3IFzMKA2XCkm8lUKmO2n0UgrzbxTZ3JsPONDwrhRJ21WRMWhViUQUuWbuT0Y6ZBN3T0E4CZdmodBeJhOFU9aC15vnnnwfgxBNPrF+4jZqoxW0ef/zxxjvX8qiIWllr7Bcd4Rs+KNcSoirFqCbmm89//vOsXbsWIQT/8R//0eY1reY1MUQlMQ6O0DwDaG6PssuqZe20ktmV3zFG6J1oldXF5DIxKgaee+45LrjgAgA+/elPc+SRR06wY22MBztVkHr++efZvn37bjWgrl69miOOOIJ7770XgK985Su1g5gXxCiCgCDnEXg+o6MalCbwFToIkMqjw8nR4eRI2nmSlocrfWyhsNDYtklr3JEM6Ej7JJMBiYQ2caLSpeV8PWmftOuRTqliVhopCxlhEpBICnQihXRtygyehftcKbNsMNCSvNPJaLKfkY5ZDKdnMprsI5OcxmhiGqOJPrY4sxhJzySb6sN309gFt3nfMmwtmTReXY0E6HDJw+te97q2Wj0BRCdt27bLJm2vMsBYFVTOu3F4W606xvOsHxWi4u533nnn7TEBl+NCCMH555/Pww8/zDHHHINSimuvvZaFCxdyxx13NE/galiTx7HrboXaGtBEhKmJilo1am2iytWrV/O1r30NMA9Fhx12WMv7sztgd+U1Rx55JCtXrgQa8BowAaFyOVQmSzA0yrYtCi9vsqAEo3lkLkOnGKbPGaRXDpJmmIQeJUEOW3g4MiDt+HS6OaYls3QmPdLpgK5uTVfBa8oS0JvK0euM0pX0inwmnCd83whXgZNEpap7SoUUTCnwZJJsspeR9AxGOmYxmuwnkyjwmlQfW+0ZbHH2YjTVT9buwnIthIRAOgTpbhxXkEo1NrS9+OKLDA8PA3DMMceM95S0QTm3sSyLNWvWsHDhQn70ox813rmeWFSPcFQQGSEEopCFs6pQUYP4FJcINkGK/ud//ocrr7wSMLGz2rxmEnhN9UbGfjWO/ZqXr8YhY43ZZaKCU+t4h7nMC/fMhGx0De6XyvuvDpRSvOMd70ApxZw5c5oLkN9GS7HTnvI3bNjAkiVLAFi4cOHO6kbLoLXmuuuuY+HChaxZswYpJTfccEPRelMVBVOeyvv4niKXUei8ZwITZEdx/SES3hBOfgg3O4SbHcbKj+AGoyRUBldlsLWHFEZkSriadFKRSiqSSUUyoensgnQHdKahv9enO+3jOtoE6izMuaFolfcEOZnCsxK4iVIwT/P7KGZYj44FWloEVoK8TDIaJBkNEkg7NC8WHqMsQd5OoWzXiGM9pu5644Tnefzyl78EjFW+jYkhnLQfeeSRskn7iCOO4E9/+lPMOsaeszixoSYy8UQ9ouLWc/7553PDDTcA8JnPfIalS5eOvwO7IQ477DDuu+8+rrrqKlzXZe3atZxxxhnMnTuXCy+8kHXr1k2o/mZEqd1KmIr9YxrZ2Cu3x623IpxpzOMbp5zv+7z3ve8FYMGCBVx++eUx+7RnYXflNUcffTRPPfVUfF6TzUIuR34oR3Y0ILs9hzU6RLBlK6mRDXQOvUR6+wskB14gsfUlUttfJTW0kdTIJtKZAdzcIDYetgWuo+hO5elKeHQmfdKpgK5OTXePEaZm9WaZ1pGlM+UXPaPCBGpKwegohp843WBZRa/voLBysFo8a4UksFx8J8moSjLiJfB1ucBo2aATKfKJLixb0NEB6XTjuJh/+MMfAOju7mbu3LnNnI42qiDkNo8++ihz585FKcV73/veYsDvGBVUF6ZC8lEZCLNaYMxIPaLyRZURfRzWuc2bN3PSSScBcNRRRxVjSLVh0FJeE5PINmsmile+skTzxighSs9uE+lJM+UbGZ3HbBuPZbpWxbW2x6j/sssuK3p9//rXv96tDEm7GlqeZe/444+vu10pxeDgIH/5y1/wfR+AH/zgB7zvfe9rZTdioxVZ9pRSfPazny1ajw8++GBuv/12jjvuuHo7GSuiUniZPPkRj9xQnvxoDnIFrylfk81GstsZL3cUAqSFlhZK2mhp4UsHX7hoIbElBFqgkKa8EiglyOVhNGcxOOIwmreLKYvD2AvDw5DJmCx+tlSkZRZbBHie4Ze+H8myFwk+GtYjpcneF37u7ISM79A3O0FXt2CvvWDmTNh//1L8qlr4/e9/z0knnYRlWeTz+baHVAvh+z7Lly/nkksuKX532WWX8aUvfWlC9TbKsBd32zjmlEKdmksvvZSrrroKgI985CPccsst7WunDtasWcO1117LXXfdRS6XAwxZPuGEEzj22GNZtGgRxx13HPvvvz81AzzWOJlxR9RaCY5q++IBGwAAVmZJREFUlC7/vCOSxMZtI3J8VMu61axiJ8rOU/17R1RdmlQNYUYnIQRPPPHEHmeZ39V4TSuy7I2L12gNQ0OQy+EPjZLbnmXw1SGym0dR2wYhM0KQV0avygMKfEUhLqVASRuVSKBsF2W7+E6KvNtNYCdAgmVJPGUBgryyUEoyMgp532JTpoPtuSQIiRAlYSjkNPk8WFLTIUZJiWxZzKnK7O8hr9G6lMkvNNylUuBri9SMTnr6bfr7obsbjjrKGNsaCVJLly7lxhtv5G/+5m/41a9+Na5z00Z1eJ7Hm9/85mKMrlZmla36uV65SlSzrMUkN0EQcNhhh7F27VrS6TRbt25tL5eug8nkNQ35ToNsjfUz7sW5HuKTC42s0p2JWAFV1W/jGr7Gi5oMvoaoJaLb62DlypUsXrwYMIbstsi7c9FyQarZh7+Pf/zj/PM//3Mru9AUJipIKaX42Mc+xq233grAmWeeyTe+8Q2SjSJ2ZzKgFGokQ244gzdkYi0E+cAEz1QlQ2OUOFWORVpIlGWjpY2WEk8mDXkToLVAaXM+/EAQFESpbcMOo3kHL5B4hWx5QWC6NDpqXuFDotQBlsojA2N9zOVM2ZCshdltbNvErXIdkJYgkA52yiHQkr33NoRt3jzYd18jSjWKBfTOd76TX/ziF7z+9a8vkos2Wosnn3ySf/iHf+DZZ58Fmrh2G6AZYaoS4xGiQlx66aVFd/YPfehDfO9732uLUTExMDDAbbfdxs0331zVkviDH/yA0047rXYFO0WU2kGCFMQPxhQpPvGeNXcDmEs9vuUz6jZf71574IEHOP7441FK8eUvf5lLL720qX7tDtjVeM1EBalx85rRURgZQQ+PkH1pE7lNQ2Q2DeENZQiURvvgB6aY52EEqaj3tQxvNYHvJAncFFpa5JNdZNN9OLYEIfG0EaW8QOIri9EMbMsm2JpJk9UJcjmK3t+eZzSyfD76AwNSIkdKGIIVcq5wHLKsEq+xLPNyHLBSDiKVJK9dpk+Hvj7DZ+bMgUMOaWxoA1i8eDErV67kkksu4Yorrmj63LRRH6GH1I9//GOgdbxmQsQGJkRuzjzzTG677TaEEDz66KMcccQRzbW9h2KyeE29bTWfJQvfV5jUChiPWtPg+hMCrUWh6Va5oo+V0+Jeyi0XpOp4WMURpIIgwHXdYrbY1atX1xYn29ghaLkg9ZGPfKTuSRVCkEgk2Hvvvfm7v/s7jj766FY23zQmIkhprfnsZz/LV7/6VaAJa4zvQy6HHhwiGBwiP+LjZfIEgSLwzeARKAi8AM8zx1Ih0Nq4HlUeXg0obHzLQSMJrATKNZbCvC9RhcEoFKWGRi2GRm1GPdu0FZQctjIZ2LbNdDHMVhME4Hsa5QVYBCg/QGhtAo5bYDsCYUmEbSEdieVaWJYoLsubNw/22suQtgMPNDGr6t33Q0ND9PT0oLXmP/7jP/g//+f/NH1u2ogHpRQf//jH+c53vgPEtII3gbgcrtlleZU4//zzi2u/3/Wud/Ff//Vf7cllHFBKcffdd3PPPfewatUq7rnnHrLZLAcddBCPPPJIfVJfZwxtNLrGNUCX16bj7jBxjEOQKn4ed6NxhaVo0/Fd68Ny9W6TqGV+4cKFPPjgg3ukS/uuxmsmIkiNm9cEAWzdCgMD+OtfJjswSG5gGG80Tz5f4Ck+5POK3IgiQKCVJhAWlm1T1FMJOY1ACwsv2YVvJQgsl3zvDJSTJFAST5nr0AsEvrIZzkg2DHcw4ifxtRWG50RK4/09Omo4Tlm4AK2xtIdFgFQ+lg4QaJOJWAqkY3iNsG2ctI2btLBtw4322ssIUnvvDQcfDLNmNY6r+Je//IXXvva1aK357W9/y1vf+tamzk0b8aCU4txzzy1ew63mNY28YIqYKLHB3H9hCIJrr722GHy5jfiYLF5T6zqoukdNQWqSeGpEkKrowgRQKUTFr3C8t0BVRhNHjGrQ6M9+9jNOOeUUwGTkTjTKRtHGpKPlgtSuhokIUtddd10xlXxs0haujduyBTWaIZfJo3IBvqcJcj467yH8PDqfB1/h+crc8tJBS4m2XLRto6VDYLvlJFlKfNtFSQdhW+TsDpSwjCilBGjwfIEXCLYOO4xkHVRBey5kYWZkBLZvN6/wkChltociFZQCgTpOyaU9zOCXTJbc1hMJeO1rDWmbNw/mzm1M2sLj2tnZyfbt29teLpMMrTXXX389F198Mb7vI6Vk2bJlXH755RO3Ku4ARAnbBz/4Qb7//e+3xagW4amnnuKoo47C8zwuuugirr766vo7xBhH44y0qrpneEUNO1CQatROlettYqJUeX1CxH3eqT9WjhWv6hPFu+66i9NOO22PXaq3q2IigtS4eI3WxpL17LPoV14lv32Y/PYM+WyAN5pDDWdhNEMwPILIZgk8hR8AloV2XLBcgkSSwE0SpLpAOqVbQIDvpvDTPWDZZHtn4rudZD0LX1smLEEgyQUWm4aSbMulyKpEcdldyGtCbhMEhreEAdCreWdKSTH5S1g2zAwc1rvPPkaUes1r4KCDGhvaAC644AJWrFjBggULeOaZZ9rcZhIR8prPfe5zeJ63y/EaKOc2n/70p/nKV77S5jYtwGTwmmKZKsJTZRldGNwmjbmI+p5RE6FMQtTauX6lO1yQatBguHT6DW94A//7v/87vs610VJMSUHquOOOY2BggL/85S+T3tZ4BanVq1dz9NFH43keZ555JrfcckvjnfJ5Y6bbsgXyefzRLF7GJ8jmUCOjqJEsMp81gc6VRiuFDgQIjVAapCCQEoSNsm2Um0S5aZSbRjgFq7UAZbsEVoLAssi7XSBt8p4s3sNeIBjJOwyP2gxnzX7h8sDRUeMlNTJSjEvK6Gh57KiQxIUPjbZtiFro5t5RyLLs+8ad/dBDjfVw//3NtnrjhOd57LXXXmzZsqW9pncHY/Xq1SxZsqQY5Pyggw7i4osv5tRTT52SBC6bzXLOOecUs+mdccYZ3HrrrW2S32JcddVVXHLJJUgpue+++xpbmWOOpfVKNV7CtxOW7UFjF78YRRv3tn4MqGrxbkr71fPiqayvsSAVLi86+eST+d3vfteo423UwY7kNeMVpMbNawYH4emnYetWgq3byQ9lyW8bJNi4lWDbdsTgCCKbQQXGw1oFChRIoUELlJQo2xjb/EQa1dGL39uP6ug20XkFYDt4qW6UnWC0ZzZBupuM76AR2BZ42iLju7yyPcXWTAohZVGQ2rattHTP80yXs9mS8BR9D++T0NAWZh1OF7IW+775fOCBRpQ68ECYPbvxA1cmk2Hu3Lls2bKFFStWcP7558c+L22MH7sar4Gx3GbJkiV897vfbXObFmKyeE1YtmZprVvkQV0DxYFINOzy+MJp1GVuMfZvDmNYTYNg6HEFqfbS6amHKSlIzZ49m40bNxKEKVMmEeMRpHzf5/Wvfz2rVq3ikEMOYdWqVfUntnA9nO8bl/ZMBp3J4I1mCAa2o4aGIJNHBwodBMavvRAVV2vMPS4FGoEuBEbQ0kJIC11gTH5HFyqRBstBC4GyHYTt4lsuXqKLAIdACfyCsJRXNtuGbAYzDkFggtuGetnwsCFu2azpej5vBKrRUfNzwjnRsszPCr2jhDDvqVQp0PmCBYawzZ9vvKMaBfz8/ve/z4c//GFs2+bVV1+lv78/9nlpY+LwfZ8VK1Zw+eWXky8E3ejv7+ess87i7LPPZsGCBTu5hwYPPPAAS5YsYc2aNYDJpnfDDTe0CdskIDreHXzwwTz88MPxiPwEvKUaL+HbSV5S1dqqQ3ya7lYM1la7SO1rfzxiVHR50W9+8xve9ra3NexbG7WxI3nNeASppnmN1qWgk6+8Ai++CMPD5Dduxn9xA/5Lr6AHB9E5D53xQOcgr9CVUcTDOJi2jXKSCNsGS6IdF9XVS27mHEh2oIVEOwl0VzdKOoz0zyOf6MLTLp4v0EA2cBjIdbJlOMFQxikmbQm7uW2b4TUhQs6jteErrmv4TIhQlLIs6Ooy4pTnGc+ohQuN5/cBBxiBqhHuuOMOzjjjDBKJBC+99FKb2+xA7Cq8BtrcZkdhMnlNXS+psIhqXKYpjJnMGwtSZf3RzYhGzYlSExGjou9AwyU2IkaD7aXTUxPtEW4cWL58OatWrUJKyW233VZ/EPP9krIzPGzYTC6HHhggeOEl2LQBOTyMzGawsiNY+QxWLouVz2LnMzheBscPP4/i+hnc3ChObhQZZLD8HFZ2FHdwK4mhAezsMI72SAQ5LJUnqTIk/UFSdp5EIiCVUCRcTTKh6O6Gni5dttQuJGTJpCFfoadCImGy5oUEDygGNY8OepZl/vc8I0z19hoi19fXWIzK5XLFDGmnnXZam7DtBNi2zcUXX8yjjz5aJM8DAwMsX76c/fffn8WLF7N06VLuvPNO1q5di6q/tqrlyGazXHjhhRx//PGsWbMG13W57rrruPHGG9uEbZJg2za33347ruuyZs0a/umf/inejg0sWRNDBVXZkcsYmvhdsbsVs84d+TO/9a1vobVmwYIFnHzyyTuu4TZ2CpriNUFg1J1MxnhHDQwYnvPCC6gnViPWPoW18VXktq3IrZuxBjcht27DGtmGPbIVZ2QrztBWnMEtOEMDuEMDJIY2kdr2Ks7IFmwvg5Mdxt3yKh1/XUti0/O4+UES3hDu6DYSeoRpQ+vpkYN0JfJ0dwakEpqulE9fr6a3WxUFpGSyFE4g/B8MT3Eck3AljCsVJo8JDXFlupkwvMZ1Ydo0w4dmzjQ8pxGy2WxxWdD73//+NrfZwZjqvAbGchvHcdrcZhKxI3hNvVJCioZlYqMFxKDyZ4X/V6+67i9radfKPJ7iiFExEOU2J5100kS610YL0faQatJDas2aNRx55JHx1h6HvuFgXIkGB42r0fPPEwwMkM95ECjI++D5EPiG6IVeUr5nxGaNudOkBZZdWiMnLYLC0j1h2WjLRicTqI4eSCQQyQQkkmggSHUROAmUMJnv8oFgxE8yNGyRyVt4nijGkRoaMo5cw8Ol2Avh/CyE4aC+bwheSOLCDLRhjIVk0izTW7jQLNXbe+/GA1OYWtxxHB577DEOPvjgWOekjclDoywlnZ2dnHjiiXz84x/nrW9966QFBsxms/zbv/0bV199NWvXrgXgmGOO4bbbbuOwww6blDbbKEc0tszSpUuLQeSbQpVxdpf0khoHanavJUJU7eV61ePqirp1tpcXtR5T2UOqKV4TBCYYkyqkAl63zhCGhx9Gr1lLdtt2yHno0Qw6k0P7eQgCRCEZCiowK20LpEIUn3wstGNckpTj4nf1QjINQqITSYL+mai+fuOO1D8NLIegaxp+3wy8RCdKJhn1JEO6iy0jSQZGUmQyAqWMVuZ58MILhorl8+YVenJDMddMMaueEKUYmaGHFEB/v8mod9hhxvs7XNJXDyG3cV2XRx99tM1tdjKmCq+BNrfZ2ZgsXhP9zsSMqk4Aihl5J5K1cezGet1pvrqqdcSJGTV+TlZmcoxrsCs1XBNtbjN10RakmhSkzjjjDO64447G2RlCdgOG9WzfbgSpZ5+FrVvxPB/fD8DLQyZvynr50nI9paPScNmbefYouDQlkuA6RniyE2jXRiRTBB1dkEiiUh0I10FJGz/RiZY2gbQIlMVIkCDjOWQ9u7gsL5MRRePn4GBxhSGDg6WMNVIagheNKQWGmDmOsRj29xvr4eteZzLQhIJVLaxatYrjjjsOpRRXXXUVF198cazz0caOQWWWklWrVrFp06ayMpPhAr9u3Tq++c1vcuuttzIwMACA67pcfvnlLFu2bI/M+LWzMO7sWw3rLX6qu33KiVJj0p3Gb1vHsOXFtyw2HzuqUd3t5UWtx1QWpGLzmiAokQGAjRvNUr3774cnn8QfGcEbyRXXyGkvgMBDeL4RogIftKq41QsxoqQALHBccGywHYKOTlTvNLBdSLiombOgtw/V2Q19fSjbIdc3G5XsIrBdfDfFkO5iu9fB1myaXF4wMgLbtpnlK0NDhtsMDRlBKpMxQlUYMypM4BIa40OvKscx8S/7+6GnB17/ehMbc/r0xueizW2mLip5zZ/+9Cc2b95cVmaylva1uc3UwGTxmkLlkbcG/KbWhhDx3a1jlhs/6nG26t1snpeF/mNC1Ky0SvnGZdvcZuqiLUg1IUht3ryZuXPnksvluOOOOzj99NOrFwxNcmGd2Sy8+qoxz23cCJ5HPu8RZHOwfQj8HPgadCRyeCXCp4qiy2KBxAkByRR0psFJmM+uA6kO6OpGWw6qqxttW/humsBKooWFEpIsKYbzLiM5B98vxVoYGhJFZ67t20vOXeGKw7AbuVxp2V64VM+ySumQX/MaOPFEQ+DqIZpa/KijjuKhhx5qT8ZTHFprXnzxRX7yk5/wgx/8gIceegjf9wFj8T7hhBM49thjWbRoEW984xuZN29eQ7dzpRQvvPACK1euZNWqVTz00EPce++9xXszkUjw/ve/nwsvvLBtYd5JUErxsY99jFtvvRWAM888k2984xsTDg7bSJQybdfcu3y/HTClCSGq9rS2HXQy0Ywg1ViMymazLFy4kLVr13LGGWdw++23t6ifezamqiAVm9eAIQKh17fnwZ//DA89BI88AoODeEPD+KOjMDIKubzx/lYF729VeWeYgOaltSFEeE64vi4BiRT0TEOnk5BOE8ycjersRE/fCzo68Dp7yE2bgy4ke8klutkc9LFxpBPPl/i+4TWDg0aYymTM/2Fg86Eho6+FvEbrUmzMMMOelDBjhuE2c+bAm95k+E0jtLnNroVmeM2iRYs44IADYi2nU0rx9NNPF415bW4ztTBZvKZckIJ67KDoKTVh7MB1/UDzvW5UXpR8L2KKUWavxmXb3GZqoz0zNoHbbruNXC5Hf38/733ve2sXjAYfCNMhb9xo3I3yefA81OAgDI2YJXtaFchapeUwREGk0oX1cVKAkIAw32cLafA6g8JdWQgaaluIjk7IZhDpDmw/D5ZtOKDWOJaPa1mMChswru22DQlXk05DPm8eXoLAeDglk6XMNEIYz/nRUfPZ900YiQULjNUwkTAWxEZiFMDnP/951q5di5SSf/mXf2kTtl0AQgjmzZvHJz/5ST75yU+OcYFfuXIlK1euLJbv7Oxk/vz5pFIpent76evrA2DLli1s27aNTCbD+vXrGR4eHtPWggUL+MQnPsGSJUva1oydDCkl3/nOd+js7OSrX/0qt956K/fddx+333574yw1dRBm7qzfdi1vqZCERAK+TKIoFabdriU+7VhRqjnvqDjc7vLLL2ft2rW4rsuFF1448S62MaURm9dksyUxCmDzZnjqKeP1PTQEQ0OooWEYHDKEwC+4G+kg4sgYvTMKQnIxLEEoTMkCJyrsG5ilgUJPg0BhWZuMR/i2zaiEg50bgfwgntuJCBS2n6NDjpJw0ni+hEgMzHxe4/uimDVYKbNtaMj0yLIM1/H9UiyprVtNLMxZswyfmTMH9tsv3rFtc5tdCxPhNa7rYts2vb29bNu2Dd/3yefzbW6zC2CyeE3IRUqUpDY7CDX5mh5T8Roc114TQ7OMp34fy525WydGQZvbTHW0Z8eYUEpx8803A3DWWWfVX6oXtYAODxvitnWrUW+yWfTgoPkc6ALxwrxXg1ZjH660AKEiQZyAfBYGCzEdNEbgGh0B28ESEuXbaCmR2kdpgURh6QBH+iRsm3zeLjYlC6QskdB0dws8rxTayvOMm3voxm5ZxpMqnzcxFhYsMMLV3LnxLIg///nPi4HMzzvvPA499NDGO7Ux5dDf38/555/P0qVLiy7wf/rTn7j//vvZvn07w8PDPPXUU7Hq6u3t5XWvex3HHHMMJ554IieddFI7qOcUgpSSr3zlK8ybN4/Pfe5zrFmzhje84Q0sW7aMyy+/fNxWRUPa6pObkNiN1Zx2jCglKkhPtFVR4/vJQfPEs7Lv1fDAAw+wYsUKwJC3trV+90ZsXqOUmehD5HJGjHr+ediwwbhSZzKG25SJUaq66b8a3wnvV6kLnuAa8gU3bBRsA3o1YlAgUkmw9kIMD4LjYOVH0bZLgMLRWVySdFijjIouAiWKsaJMBmCNUoKtWw2HCbPubd1aCs+ZSJjvR0eN4e3AA0sJWl7/+oaxdYE2t9kdUI3XREMWNMNrAKZPn84xxxzDokWL2txmimGyeM1YLlKfHRQ5Tt1SVfccV/dag9YwnjIOJWOKUTFFqza3mfpoL9mLuWTvt7/9LW9/+9sRQvDss8/WXkueyZTWlgSBia/wwgvw8svhejj08DBZVTDPhUv0ohbEkIDVMr9HISMROIUw8RfSKejqgYQLnd3Q3YtOpVGpNCrVYdIpC0mAQ44EQ7kEW0dc8p7E84qJAMnnDUkbGTFL+MLle5s2mS52dJR+ciIB8+cby2Fvr1mq1yi+wssvv8y8efNQSnH88cezcuXK2INLG7sGQhf4hx9+mA0bNvDqq6+ybt06coX4aslkkv3224+99tqLWbNmcfTRRzN37tz2dbCLYPXq1SxZsoQ//elPABx00EFcfPHFnHrqqeMmcHGmpPpxpSoedlsxxUW8omoWYeyQLcb2pgWoJn1VKRXxjopzP+VyOY466ijWrl3LMcccw3333df26GghpuKSvdi8phATqohwqd5DDxmOU+A22WwW7Svwg7FilKbwnYp8EaLi+hQSrELASinATULCgVSncVPq7MKfvx+6bzqqpwc9Yy9U7zR8mcB3EuRkBwN6OpuznQyMpIpGtYKDOlu2QC4nQh2NTKaUNDBpVgYWP8+ZY4KY9/bCUUfB4Yc3Pv5tbrN7I8prNm7cSCaTYePGjWzYsIFcLkcikWDWrFnMnDmTVCrFzJkz29xmF8Jk8Bq0rkJF6nOT+N5SU+2aGm/MKEA0DitQKhqvYJvb7Bpon5GYuOeeewA44YQTapO2ICgPdBIGYgpTIo+MGOKmdYSshS7rYQwpCvdyreV7RJ8yTKBQFZSEKd+DUQpkrhsyWUhmEckkws+DThVdSIXQCKVwZEDS9sjlXJQydYfByxMueJ4mkRAkk8bo2d9vnL5yOWNNnDHDiFOzZxuueNBBpkw9KKU4+eSTUUrR29vL73//+/ZEvRsidIGfN2/ezu5KG5OAww47jPvuu48VK1YU3aHPOOMMli5dOu5AsKJgIqxHacKhorrWFFqcVZzCjTpT+ljP3b7ivbI3FVGuxonK2muPl6HRPa4rO8AnPvEJ1q5di+M43H777W3CtgcgFq+BUoIWMJapMCbmpk2lYEy5nPHMDgpiFBFuowpr5NA1boSIS4AQZn9fG28pS4CXKyisIyZGprSRWwcIunuQmQxBNgO6B6k8pEhhKZ+klSPhSxKWjZc3qfDC+yKZNJ5SqZRpVGvDWV59tZQ8cNYsU27vvU1MzHnzTMbgRmhzm90fbV6ze2MyeE11HtLYW6pyc3nJqTquRPtVn/k0w1GiezWzS5vb7Bpo+4rGxKpVqwDqrycuBD8EKKatiyzVK4lRkRcUss8EZgmfCsWqOp0J91WF2FO6UIfvUzQFjowW3JwKRNH3kL6P8HwEuhhHSmiNQJOwfBwrKHYpDFIuZCmwZzptXN7DGFLJpCFqs2ebjHrTpsG++5pXo8Hi3HPPLaa4/cMf/oDbKA1fG220MSVh2zYXX3wxjz76aDF7ycDAAMuXL2f//fdn8eLFLF26lDvvvJO1a9eiakcnL0GIWFQrHItqbKUsxlIxRk3kVWrQvISssl1Ew2wyHhI4vr3q7V29tmjei2aI3vnnn89tt90GwNVXX91eXrSHIBavyedLYQiCwKg2GzcaQSqbNa5EhSQuOsyiR4HLBF4hoHmNpXtRhKptkQOpAjdSJjh6PgO5QsyAzAhycDtycDsAIpsp8C8NykdglgwmZZY0Iyitiz8hKkrZtqajw3zWuhSKoL/feEbNmWO4zd57mxAEqVTjY9rmNm20setjMnhNMUj3mHm5PkMo83aOUX5qQVR9CWFeZUa/aoemSn3NiFFtbrProC1IxYDWukjcFi1aVLtgyHi0NmJUJmN8wz3PiFFlS/R0KcdwUCVOVPzORYSpQhROLw+eDyPDpv5sBnJ504Sfr4h3YqyXKtAkRB7fV3heKRRWKbinZv36/0WILMmkIWmplBGkurtLhG3+fBM8tB42bdpUTLF62WWXcXgcH/g22mhjSuPggw/m9ttv56WXXmLFihUsWLAArTUrV67kxhtv5EMf+hAHH3wwPT09LF++PFadcWhXKMJUJynVyVC5ACXHMKECZSqTomr1LC43qkM3G7zi1TRmiV5M1nbttddy/fXXA/CpT32KpUuXxtqvjV0bsXmN55U+Dw6a13PPGY6Ty5UyCodRwCl4SQVeySuq6c4xtk6/sOYum4G8B8NDMDQIXt4IUqGnuC4Y25QPgSYRZLD8fJHXKGU0Mt8348bGjc+Sy71AV5cxrvX2GkGqq8vwmr33Nt5Re+3VuNttbtNGG7sXmuE1hx56KN/73vfq1leyc9USpursKwVCiuIKFjmWukxZ1LQFEv83iCaW80Gb2+xqaAtSMfDCCy+wefNmoA5xUxFRyfdL+YRzOUPcQlJX8Eoq+oWPEaImIEyFGfuCgiiVzRlRLJ8z5FAFCD+MX1EaAaQAITS2UDhSFZ2twpgLAK6b4c47T+FrX9ubJ564nkRihN5e4xW1996GyO29d+O4UVpr3v3udwPQ09PDF7/4xfH93jbaaGNKIgwE+8wzz/Db3/6WSy65hL/9279lxowZAAwPD3PhhRdy/vnn16+oSZZVi+wUtlJf5CmVEYUMptUcqsa+6jY6BqHPVnmbzaCRGCWaWh506623ctFFFwHwj//4j3zlK19pLy/aQxCL10DJ81trY2AbGDCe37lcyes7JAy6IBypYNxUZgyiXEn5kMsaz++8hxgZRuTzpkw2Z2iNVvhaYOOhtMJC0eOMmFjrBUHKL1TX2QGrVn2JO+7Yj5UrP4zvP8uMGcbQNmuWMbztt5/hN5ZVv5ttbtNGG7sv4vCap556io985CP84he/qFtXuXN2JamQtQlHjbrqG+XGg0ZcqcZeorw/lcJZZZnYQhQ0zUva3GbXQ1uQioFHHnkEgK6uLl772tdWLxR11/Q8k10vkzGfKy2IWpdn4msliu7uuiBKjZq2ch5ChXGqjOt8UIgXJZRCChPDodPNo7QuZqWxCqGp0ukUH/vYf6OUz+9+dz7f+MZePPbYl+jt3caMGSUxqhFpe+SRR7j//vsBk4WmPUC00cbuCSklb33rW7niiiv45S9/yYYNG3juuec4+eSTAbj++uv56Ec/Wt/VPUYw8cricd2+q4lUJU44jnGpnnJV1rJAIihfUtjoNVbKCsWn8lf87i5fvpyzzjoLgMWLF/OjH/2onfFpD0IsXgMlQWp0tOQhFY2HGabghZIY1WqE3uSh+JXJgJdDjgyB76N933hEIQiEuYa1b0IRgCYtM7giTyE8XZHbIODd776ZefNOYM2a73PnnQdw993vwfNWly3ZS6cbd7HNbdpoY/dHNV6zfv16fvzjHzN//nwATjnlFNatW1e3nvrDw/jGjmaFnnhtjxWnank5Vftcq0yjHpS12uSPaXObXRNT4gytXLlyZ3ehLjZs2ADA/Pnza1/U0bRPuVwpTV2YmaZymR5ivGNOfUTb0bqUQsbLoVGFBH4KpTQIgdIAGksaC59jKaQIlx6accC2TVyFAw44kqVLHyCd7iefH+G///tqPvaxOXzvexci5SYaJZ9QSnH66acDcOSRR3LCCSdMwgFoo402piKEEOyzzz785je/4ZOf/CQAt9xyC3//93/fWJSKGVMquktomYuLMRbGVvrCF+sqmQllrCkgSgRLFC0Un8ZLPs8//3wuvPBCwBC2e+65p03YWozdgtdEvbhzOeMZNTxseE0+XxKkQqEo6vHdan4Tel9VcqxcFuH7oDQ60IBV4DXgigAhFFJAr2u4WNTQ5rrQ15dmyZLfcMAB70AIwZo1/8mXv7yQL3/5HWzY8Cd6ext3rc1t2mhjz0QY4P4f//EfeeaZZ5g5cyZKKd71rncVs0nX3rfu1nH2p9wbqcm9G9QrxghPle0102Yt89uYBppAm9vsupjQWfr7v/97tm/fPu79lVJcdtllvOUtbyn7/tRTT+XDH/7wRLrWUmSzWQBScSJaBoERgMKMe6F3FJRczysxGcQt9JJSGjLGkqmVQgA6CNDIYngHFe6DRkpIW4Fx+BKGtBl3yTAF8kF8/vMPMm3aLILAJ5fLcOedX+WQQ+byqU99ipdeeqlmt+644w6eeuopAL7//e+3+Ee30UYbuwKklHz1q1/lvPPOA+BnP/sZZ599duMdRXPL0Urt1XdeCsWreu02izHEKvy2IvCDiQdhXkLUpmaVfR2vGOV5HmeeeWYxrsI//uM/tglbBdq8pgaGh0vhB7LZktErNLIV+EXZlS8q3ieCMK5UoIDAxJIKAkQ+h7YstOejEGWRCwQax9JIAR1OHoFCCCNEhfeS60Iq5fLRj/6E4477P9i2g1I+Dz74W/7xH9/ASSe9iT/84Q91u3bjjTe2uU0bbezhcF2X3/3ud1iWxZo1azjnnHMa7lN/Dq/OJOKgHj8Y+31tvtFM2Vj9GlNDnc43gTa32fUxoTP105/+lIULF/Lggw82ve/zzz/P4sWLueqqq8ZYx2+66aZiVPypgHwhkFKsbClBYCx3WhviFsaOii7Xw2QyLoOAlgVdCAWw0HKZyRWy8Gm0EGbVHgKlRZlB07FNP1xX4diFflpgO4a0OQ5Mm6Y56qgF3HHHQ8ycOQfHccjlsuTzeb773e+w7777cuaZZ1Z1V/3nf/5nAN785je3g3220cYeDCEE1113XVGU+u53v1v8HGffZklafGLWZAXRIowlWkbMFxTjQjRoojLuQmXg0koxqhk8//zzHHnkkcW59VOf+lTblb0K2rymCoLAiFHZbClGJpSJUVCF17QaxsW75C3lFZYLSgmBRuvCDaKNGAUaR5iQBAk7IGmZ5YdCgOuUMgj39MDeeztcddVdnHzyqbhuAqUCfN9n5cqVvPWtb+WYY47hV7/6Fboi7ueLL77IBRdcAMBnPvOZNrdpo409GIcffjjXXHMNYOIYxec1jYSp8aGSV5R7OE3E27q5EAF1WdsE1xq2uc3ugQmdrWnTpvHcc8+xePFibrjhhtj7/eAHP+Coo47i/vvvR2vNgQceOJFuTDpCwhYSuLrwvJLwFJYPiWkYi4HIjTkpBC5SaRgI1Dd9UYVTLgrOUxSsiQCWNETLsTVSqLLleq5rsun19ZnsM/vvP5ff/e5B9tln3+LxyeVy+L7PnXfeyQEHHMCpp55atBqCSaMK8Hd/93eT8aPbaKONXQwrVqwoLt+74YYbGgc6LyB0H6/t9F19YK3Pexrvj4jEa2pUOqIgTXT130T3/9nPfsaCBQtYs2YNUkpWrFjBTTfd1CZsVdDmNRGEF10oQkWX6FUavgALCjfDJBCb0GinAb9AXHIZlLQK3TKe4UHB0GZ4TeHeszRSaFzpY1kFIcqBRMLEh+rvN6JUd7fFDTfczoc+dBaJRAIwoQw8z2PVqlX8wz/8A4cddhj/7//9v6LguGzZMpRS9PT0cN1117X+d7fRRhu7FM477zw+/elPA83xGojjLTWesbW0b2XMyfreUNX7VxK3qnOheGyMiRMb2txmd8KEztjDDz/Msccei+d5LFu2jH/4h39g27ZtNcsPDw/z4Q9/mNNPP53t27ejtebss88uph6eqkgWgiNlMpnahcKLP4yjEMZUEKKcvIXFgeJtGt6PreRwYbblcF2eHwAKLSyEhgDQ2sSQEuFVIKCwgA/b0iQSRpBKJowI1dlpRKnw87x5s7j77vt57WsPLJI3MAQ3CAL+3//7fxxxxBG8613v4pFHHikS39hLBNpoo43dGkIIbrrpJs4880zABDo/66yz8KKp5uvuH5fAjYcylb6vWqrRGsAqHYtL/CZoMCwiCAIuueQSTjnlFJRSTJ8+nUceeYTzzz9/XMsf9wS0eU0EYcClkNdEM96F/0euo3JCOVnXVxhrwLStlSIQDkKpgue3LEVJ0KYfViGOVNIJsKTGto0Y1d1dek2bZnjNtGmCa675Oh//+GfHeI/lcjmeeuopTjvtNF772tdy55138vTTTwPwiU98omh0a6ONNvZcCCG48cYbJ4nXwMS5Tbz2Y9KaHU9saHOb3RETEqT22WcfVq5cyT/90z+htS66uj/wwANjyj744IMsXLiQO++8E601M2bM4Cc/+Qk333zzlBcoZs2aBcD69etrB98NBano9vCmiyzVKxavWkkLbyJd8VnIYlY9rXXROyrabujG7jqQTBjS1tEBnV1hnAXzf29vKetMX18ff/zjSo444ogyUQrA932CIOBXv/oVxx13HGvWrAFKRLiNNtpoQ0rJd77znaJF8dZbb+XII49k/fr1setohuPE4UTlZRqYEJs1MTbYtVVcatWqVRx++OFcddVVABx//PG89NJLHHHEEa1pYDdFm9dUwLKM57fWJT7juiVBCiou2sr7o/rX40M0aLpAW5ZRnaQAIdFKlyiYBGFZCAtcGxwXHFeTTigSCcNjUinzCo1tHR2FuJlCcNVV13DppZdVXdKYy+VYt24dH/3oR3n88ccBmDdvXit+YBtttLEbYEfzmsry8bjNpNCaySU2tLnN7ooJ+7Q5jsPXvvY17rrrLjo7O3n++ed505veVAwsBnDVVVexePFi1q1bh9aad7zjHTzxxBOccsopE21+h2DhwoUADA0N8cwzz1QvFMrHSoWMxhC20GJWQfgEYFd+EdYzUQgoWhGFqVNhFWIqgJISpUoilMC4XFqi1F3bAsfRuK75WY5jPKN6ekpL+MD81N7ebn7/+3t43eteV1VsCgITi2G0kHFwxYoV/Pa3vx0Ti6GNNtrYMyGl5Ctf+QrLly9HSsmaNWvYb7/9+PnPf950XfUIV7XhdVy8aRJIVquQzWa58MILi0YAKSXLli1j5cqV8eIFtdHmNVHYdilOU2gityyzTevS5wLcsltClL21BBojQEmBkjZa2qAU2rLwgpJ3lBACjcCShssIAZY0MTKTScNjLMvwmmnTjJHNccy+UhoPqksuuZRrr12OE26oQDabxS+EYrjooov4yle+UuQ5bbTRxp6NHclrWsFtpjCtAdrcZndHyxZZnnrqqTz00EMcddRReJ7HBRdcwCmnnMJb3vIWLrvsMjzPI5FI8LWvfY2f//znzJw5s1VNTzrmzZvH9OnTAeq74YdCVPgekpjQslhxl5sAoDVGkVYxOCHBctCI4hK+QFsIIc3ZFybAubBAWIbnIQSWXRDNbJNdr6fHWA+dQiDQ8OeEPzGdTvOb3/yGE088saEH1LPPPsu73vUujjjiCP7rv/6rvnW2jTba2CMghGDZsmU88sgjTJ8+vZg6+dJLLyWolp20jTJks1nuuOMOFi5cyPLly1FKcdRRR/HYY4+xfPnythv7ONDmNRhlJhSjQhWnkvyHHuJCROJIVUBEXs1izH4WSAsRBrn0lRGnLMtoZlIgLSNaWbYxsClEsZ8hrwnjYoY/K+QzqVSJrn3mM5/h5ptvrilKhRgaGuJzn/scs2fP5qqrrmJwcHAcP7SNNtrYndDmNRNHm9vsGWhp1K8DDjiABx98kIsuugghBL/4xS/4wx/+gNaa173udaxatYp/+qd/amWTOwRCCBYtWgQ0IG62XbIghuStTlokSSEIaNVGGZ8wVWxDgLQLqpENroPGpKTGtow7e6RLYUtmJZ/xmEoWluh1dpash04hECiUUieHSCQS/Nd//Rfvete76opSWmvy+TyrV6/m1FNP5cADD+Suu+5qD85ttNEGRxxxBC+99BJveMMbALjyyis5/PDDefjhh3dyz6Ym1q1bxwUXXMDcuXM544wzWLt2LY7jcNVVV/HQQw9x2GGH7ewu7tLY43mNZRn1JuQ04Ss0vFXhNzWlm+jyvbjUprKskGDZYLkEqRRaCrRWBHbCcJ7CTlpaWNJwGa3B11YxSUsYdqCvr6SvhSssbbvkKW6OE5x11ll873vfayhKZTIZBgcHueKKK5g9ezaXXHIJAwMDMX9oG220sbuizWuaRzVu47pum9vspmh5GPogCMjn88UI91prhBC8/e1v57WvfW2rm9thCIlb3VTQUlJc4xYyn1CUCrdXiFKOaMDLil5UtRicqP4SGP90ywI3gXAcEzJK2EWhSwC64CklpfGOUgosW5jsMynDQ9OpctIWOoFVS2LgOA533XUXp5566piYUtWQy+V49tlnWbJkCfvuuy+33HJLvGyGbbTRxm4L13W59957iwEq16xZw7HHHstFF11ENkw5v4dCKcW6deu45pprWLx4Mfvvvz8rVqxgYGCARCLBGWecwWOPPcbFF1/cDrLcIuzRvAbMxB8GlYxapoQoGeIiApUt6hAbUfG50auysCWNUS2ZQifToAqx1hMpkBJpgbAECrto09MaEFbxJyQSZpleGH4g1Ndsu9w7KkrXTjvtNH70ox81FKXACFOjo6PccMMN7L333px77rm88sorDfdro402dl+0eU1taK3Zvn07P/3pT1m6dGlNbvPoo4+2uc1uCqFbGMjnT3/6E6effjpPP/00Wmvmz5/PjBkzWLVqFUIIjjzySO666y4OOOCAVjU5YaRSKbLZbMN4Rr/97W95+9vfjhCC559/vnYAy6Eh2LgRRkZgwwZ45hnYuhVGRw0rCoODRtoLNOTDYJ3VuhH3DEWXAEogUVCUunvxZ88l6OjGm74XQboHbSXQQD6wTfXaxAbNehKPBBqBnXRIJksG0lTKkDfLEkVBKuKpX95lrfnkJz/JLbfcQi6Xi/kDTMDzrq4uLrvsMj760Y9O+cCwbbTRxuRi9erVnH766Tz66KMAHHTQQVx88cWceuqpu0SCBM/zWLduHel0ekKBj1944QW+/e1vc/PNN4/xuthvv/0455xzWLJkCf39/RPtchsR7Iq85he/+AXvfOc72b59O93d3TXLxeY1mQw8+aThNs89B/ffDy++CC+9ZOJL5XImEx8U37XWZFVIXqqQmPHwGiSkk5DsQPfPJD97PsHMWfjzXkN+wYH4ndPQ0nCYvEgW28kHgkF6UNIm0ZMi3WUVDWzJpHnZtiizJ4aO7tWO2SmnnNIUr0kkEgRBwJIlS7jkkkvYZ599Yu/bRhtt7H7Y1XkNGENNLpcjHWa5GgdefPFFfvjDH/K1r32N559/fsz2BQsW8IlPfKLNbfYAtEyQuvrqq7n88svxfR+tNe973/v45je/STqdZtmyZXz1q19FCEE6nS5L890KKKW44447xrVm/7zzzsP3fW666aa65bTWXHrppQwPD/M3f/M3/N3f/V31gp5nxKfRUUPiXn3VvGezpcDm4dK0qChFIeldK86GAGTB3JdIohIpdGcnKpFCpbsJEklAogopkqNt5pUEYSEtgbRl0QDquiFJE2UOX8Umq1hDtdasWLGCl156qemfkEqlSCQSXHzxxXz2s2PTL7fRRht7DnzfZ8WKFXzhC18opk7u7+/nrLPO4uyzz2bBggU7uYdjsW7dOr75zW9y6623MjAwgBCCE044gWOPPZZFixaxaNEiDjjggKLXTRRKKZ5++mlWrVrFqlWreOihh7j33nvLDCdz5szhlFNO4T3veQ8nnXRS1XramBh2Jq8BWLly5biWdDz55JN8+9vf5tprr224fD4WrwkC2L7dCFJDQ7BuHWzZAoODRozS2ghR4fVZ4DpKa4LQ4jVuROMKWIU0wGmCVAe6pxeV7sSfvhdBbz/KNcY0H9cs7dNmv1wg8e2UCTPgJky8KLd89aFlgnrWNbSF+OMf/8iPfvSjpn+J67oopTj11FO58sor2XfffZuuo4022tg9sCvyGijnNlu2bGkpr0kmkxxzzDG8+c1v5sQTT2xzmz0IExakXnrpJT70oQ8VYyp0dnby9a9/nQ9/+MNl5f7rv/6LM888ky1btiCE4D3veQ/f/va36enpmdAPAKM0H3744ROup42pBSklWmtefPFF5syZs7O700YbbexkrFmzhmuvvZa77rqr6KHQrNCzYcMGtm7dSi6Xo6+vj3nz5tUs+9JLL7Fx40YApk+fXrdsI6JVDZ2dncyfP59UKoXruuTzeTKZDOvXr2d4eHhM+VmzZvHRj36Uz372s8WA1G20HlOB1wB0dXVVvQ7a2PVx/fXXs3Tp0p3djTbaaGMno1W8ZsuWLXiex7Rp0+pylWeffZbnnnuOTCZDKpVi/vz5ExKRKtEsr5k+fTrvfOc7Wbp0KYcffng7SPkeigkJUj/60Y84++yz2bZtG1prjjvuOH7wgx/UVHXXr1/Paaedxn333YcQgn322Yc777yzGORtIghT7zaLrq4ustlsUZ2uh02bNhWFkaeffpr99ttvbCGljAUxk4HNm41b+1/+YpbwjYyUvKN835StOPye1vhQ26BYsPiVoSxegwDpQCoBXd3GQ2rGTPxUJ0HPDPyeaehEJz6Wya5X2EVr8JEomTTfORbpDklXVyk0hGlKFOOXVgmJVYYtW7Zw4oknsmbNmtqFqiC0Ir7//e/n85///C4do6ONNtpoPQYGBrjtttu4+eabWbdu3ZjtzRCiySoLpaV0YVyne+65p0jsNm3a1PB3zpgxo0hG29bCHYOpxGuUUuPKQvvLX/6Sd7/73QwMDNRdsgcxeQ0Yj6ihIROG4JlnYOVK4zG1fbvxlFIK8nnzHvZZKQgCfK3xGlHNatwGYby9RSFuVCoFfdNRHV0E06ajps8iv/c+BHvvgzd7H3zp4NvpsiQtvpB4yR5s16TRS3Ql6O0tjxUFoshnwuV6tbiN1pply5Y19Kof80uEwHEcDj74YK644gre+c53th+82mijjSJ2Fq8ZT/kFCxZw9tlns//++/Pwww+3eU0bE8aEBKnwApJScvHFF3P55ZdjWTXzxgFmzennPvc5rrvuOrTW2LbNZZddxmWXXTbebkwIcWNIhdh77715+eWXueaaa7jwwgurFxodNW7s27aZJXtPP23EqWzWvILAKEChIBXJLqcxMaU8dDwvd1kRIVQWXNq7pkHChc5ugv4Z6GQKv3c6fs8MPOmaYOYRaATacsGysB1ButsmmSwnZVExqkbiwCI2bNjA4sWL+etf/xpbLAzjLJx55pl87nOfa8dZaKONNupCKcXdd9/dtNBjWRZCiFhjk+M4CCFiJVuIS7RCz8+HH36YjRs3ks1myeVyJBIJkskkM2fO5Oijj2bu3Lnth9YdjN2B18SNIRUiFq/JZo0otX07PPEE3Hcf/PnPRqQaHjbvQVCKkxmKUoXPQRCQj003Q4uXZTiOlCYSeVcvelqv4TOz5qP6+vD33hdv3/3xu6aTtzsoi6MpIXDTyHQay4bktDS9fbKCt5R4TTRRcjWEsTG//e1vx+Y1Ukosy2LRokVceeWVvOUtb2nf02200UZN7Ahek0wm6ejoKCZgaIQ43KbNa9qYCCYsSM2fP5/vf//7LF68uKl9f/WrX3HGGWewadMmhBAEEVFmR6JZQerss8/m29/+Nm984xv54x//WL2Q7xuCFgTwyism8OczzxiRKpMx70FQEqSi4hRGh1KAR/hVRd9EhQhVfBOGtKU7CxHIE6jpswg6ulDJFF73DPzufpSwSh5PEqQUCNvGStgkEgI7YSFtOabJcAAJCVut8eTFF1/kjW98Iy+//HIsz7NkMonWmnPOOYcLLriAvfbaq+E+bbTRRhuVaIYQAZNStk20dm3sDrymWUEqFq8Bk6jF901g8z/9CR54wHhJDQ8bD/BMxmwPH4hCfqM1uuDt5WmNVjX4lqBASgpCVHgvuS50dEFvHzqdxO/uI9h7X3QihbfgQHLz9yef6EFYVtF727JAujaipxs3KUmkLOzO1BgvrNDQFg1mXg2hseyHP/xhrIDm4cPhm970Jq644oqWeMy10UYbex4mi9cIIdoiUhtTBhMSpN7//vfzrW99a9zxEl555RU+8IEP8Ic//GGXEaSiWWmeffbZ2kHnhocNKRsZgZdfNsv2XnnFuLT7fslTKipKhYKU1uaFEaYCKiWpipTKGsOikglIpSFVSM08rQ89rR+khd/Zg983Cz/VaQyOBWcqaQtsRyIcB0QhZXIFK2tGjFq3bh0nnHACmzdvbqjSp1IphBAsXbqUc889l76+vrrl22ijjTbaaGMysTvwmmYFqdi8ZmTEeEh5Hjz4oPGUevJJ4wGeyZQSuHheSZQKoTVKKSNMYTzBtdaFtXUFUmGFi+0iSCSMGNXZDZ0d6FQH/vz9IJ3GnzYdb8EheHP2Q9gW0gJLgu2CdCSiowOcBLYDMp0yKlUEUa/v0DuqGjzP4wMf+AA/+9nPGqZndxwHpRTvfOc7+eIXv8hRRx1Vt3wbbbTRRhtt7OmY0KLNu+66a0LBO2fPns3dd9+909zax4OTTz6Z/fbbD6013/rWt2oXDAMUpNPQ3Q2zZ8P06eZ72y54MLlVfcSFEAgpTUY7BBYCG4FdXCdX0ZZlQ7rDvJKF+js6oHcawpKIZAKruwunO0k6BemU0a0SSYGTkAjbBIkSEkQ0YBTlYlSjuFFr167luOOOY9OmTXXFqFQqRU9PD5dddhmvvPIKX/7yl9tiVBtttNFGGzsdbV5Th9d0dBje4jiw336wzz4wfz7MnGk4TToNXV3m3XEq1/wbDybLKixjk9i2hW1ZYEujJEXJjZSmnt4e6OyEzg5IptF7z8Hq7EB2pJBz98adM5OOHouODtO9VBqcpESmUwjHwXVBuk4VMarEaRynthiVy+X4+7//+4ZilOu62LbNe97zHlavXs1PfvKTthjVRhtttNFGGzGw06OICSG4/PLLd3Y3YkNKySc+8QkAbrnlltoExbIoBmHq6jKEra8Ppk0z/7uusfwlEiWCZ9vF3QWhMCXKPNft4ksgpAVuAnq6IJ00nxMJQ9xmzISEbeJIdfUgO1PYrm0ClFsYFynr/2/vzoOjru8/jj/33tw3Ikh+BVquUmQIdzgrDi0WcMapcohcbVEooEigHApYrkoQ5BiYyl1ggM60CnbKaBFKyyEBI4dgGUpBAbnDkRCSLLu/Pz67m4QcEBKSCK/HDLPJ7n6/+03ijK95f97f98e0xltsVqxWC1Zb/n7H+TOi8jujShujcfDgQdq0aUNGRkaJq8IhISHEx8cze/ZsvvvuOyZMmHBfq7ciIiLfF49srgGIjjbhICYGGjUyi221akGdOvkFq0BhKszfre1n7sizYrFasVksJl9YzGKb3QJ2C1hs/nlRMdEQEwuuEJNxIsKhVk2scbFY3U544klsNRKwRYZis5l1OWxgcVixhoTiCHHicPozjdOZfw3+IpTVagnmmpIW2W7dukX37t3Zvn17ib8Tl8uF3W5nwIABHD9+nPXr19OoUaOy/QFEREQeY1VekPo+Gjx4MC6XiytXrvDnP/+55De6XCaMOZ0mnNWubUJcZKT53u02r7ndZnUxJMR87T/O4nBgsduxOBxYbTasNjsWm/98bhe2iAjskRHY7Q5sTifWsDCzklgjwdy+53CanfZCXRDihkAhymoBmx2L3Y7VZg0WvrBa7xpYnh/YStsA4fPPPyc5OZmbN28WuyOQ2+2mdu3aLFiwgLNnzzJq1ChCQkLK/4cQERGRcrvvXGO3m6KU220KTq1bQ0ICxMWZrqm4OFOQChSlYmPN+8PCwO02uca/AGe12bFarWZMgNMFoaHYIqOwJ8RjDwvD6nab88XEwhNPQEI8uN14a9bGUvMJiIrE6rJjt4HdbsHhdpjuKaf/3j2Lf67mXVnGYrFgs5V+m96NGzfo2rUre/fuLbYY5Xa7cTqdDBs2jNOnT7Ns2bKSdygUERGREpVrhtSjoKwzpAIGDhzImjVraNSoEenp6bjd7uLf6POZuQuBbZEvXIBLl8wOfFlZ+YPOA7e4BWZKFdiBzxfYcM9qAZsNn82Gz2LF5/DPenL4C07hYRAVDS43OB34QsP8HVIREBHpXwXMXxL0+TdHttjMcxarpdA2yPfaSQ/gn//8Jz/72c+KDWx2u53ExESmT5/OL3/5S+wFOsBERESk4pV1hlTAfecaMPnlzBnzeOkSHDxoBpzfvGnyzbVrZpZmwUzj9Zo5moE5mV4vYLq1fVYrPqcTn8NhFvJcboiMMKMIoqIhJgZfRBh3YuJNgSo8ChKfAoe/quRwgt1/m6DNPGcNcZtsUyDHBBbaSss2V69epWvXrvznP/8pMsDcbrfjcDh4/fXXGTNmDPHx8ff9+xUREZGiVJB6wILUsWPHaN68Obm5ufzud79j1qxZJb/Z5zMh7cYNM8j84kW4dct8n5FhAlpurilO3bVVcnDQudUEtvzlPDOF02e3QVg4vqhIsyLpcmFxucDlxuewY3GH4IuJxWcrPKsq0CofKEblP59/m17g+5Js3bqV3r17F7sdemxsLMuWLaN3797FbnsuIiIiFe9BC1JlyjVgcsyJE2ZB7exZ+PZbU5zKyDDDz7OzTfbJzjbZJ5BrwBSlLBZ/rrGB3RbcYc8XYnYL9oWHmxlSUVEQGYUlNtp0gbvceBMT8YZFmDanYBu31cypsltNQcs/ZyCQa+5nke3ChQt07NiR06dPF8k2DoeDt99+m5EjR5ZrzpiIiIjkU0HqAQtSADNnzmTSpElYrVb27NlD69atSz8gUJTKyTFh7fZtE+hu3TKvBQpSubn5q4kQTFA+/9c+i9WEt5AQCI+AsFDT7h6YSxWYR+VwmEHqDoe/G4pC57M47IVmRhUcKHqv3T3/8pe/0KdPH/Ly8oq89uyzz/L3v/8dW2lDp0RERKTCPWhBCh4g12Rlwf/+Z4pO58/D1avm340bJtdkZuZ3ggcyTsFsQ4EFt8AIg/CI/A1hwiMgOgpfWKh/YrnDzKyqUcOfX0y3ty8wNN3pCN6mZz7CUijPlJZtzpw5Q4cOHTh37lyRbNOqVSu2bdtGREREmX6fIiIiUjoVpMpRkPJ4PLRt25YDBw7QuHFjvvjii9Jb3AOdUtnZJqRlZprtkXNzzWNWVn6nVG5u/opigH/ogc/hMF1RLqcpRIW4zW17tsBKo93c3hcba8KdnyUwHb3QJM/C6exehSiAtWvXMmTIEPLy8rDZbPj82zkD9O/fnzVr1qgrSkREpAqUpyBV5lwDpvh04ULhx0DOCSy4ZWfnd4MHilI+nwkdTic+m80snkVEmCJUZGT+rCqrf5MYmxVfXJyZx0l+u5PFZjULbIGdi4GyZpuTJ0+SnJzM5cuX8Xg82O324G7Bffr0Yd26dco1IiIiD4EKUuUoSAEcOXKEpKQkcnNzGTJkCMuXLy/9AK/XBDSPxzxeu2YCmsdjClAF/3m95vkCoS04JN1ux+dwFshcFnz2/L2LLXGxpoMqf3ACJW0pcz9FqIClS5fy2muv+ecwWKlTpw6nTp0C4LnnnmPLli2FbvkTERGRylOeghQ8QK4Bk2Vu3TJFqLNnzfeBxbWcnMKLb4GilM9nMk1oqMkrYWEQFma6wAEfPv9MTP8uefFxULuOfy3Nn2kCmeiujuyyxJCvv/6aDh06cOXKFVwuFy6Xixs3bgDKNSIiIg+bpkyXU9OmTZkxYwYpKSmsWLGC6Oho5s6dW/IBVqsJX7dumVkIISGmM+r27cIhLdDSHiggBeZHFRiAYPH5Cj1nsZi5UsTG5ge4gseV09y5cxk7diwWi4UXXniB0NBQ1qxZA0C/fv1Yu3atQpuIiMj3WJlzDZhupsD//xs0MF1SV66YrHP7duHB5jZbsOM7+LXFEuwIt4DZaTjQ7WSxwJNPmt38LJbCx5bTwYMH6dy5M9evX6dRo0b88Ic/5OOPPwaUa0RERCrDY99/3KtXLxo0aFCuc7z55puMGjUKgPfee4+UlJTSD7BazUpgYFUvMtI/tDPSFKnCwvIfXa78NvRAcSnQ6eRy5c+McjrNOWrVMscFdqoppiPqQWRnZzN//nwGDhzIkSNHiIiICBajBg4cyJ/+9CeFNhERkSpWo0YNwAzhflBlzjVgMkhMjMkdUVHw1FOmkPTkk2bmU0KCmWsZGZmfbwLZxm73z8UMN+cICzO36cXFwdNPw//9n3nOv3lLRRSjABYuXEj9+vX56KOPaNu2bbAYpVwjIiJSOR77W/Y8Hg+5ubmEhoaW6zxer5ehQ4eyatUqACZNmsTvf//7e4cZj8esHgY6owLt7HfumNfv/vPcfT67f25CRER+V9RD4vF4OHDgAIMHD+bYsWMAjBo1innz5mm2goiISDVx48aNB7pdr6AHzjVeb/4ue2ByTcFOqYL/Ah3gBdlspvgUF1e48+oh8Hg87N+/nyFDhijXiIiIVIHHviBVkbxeL6+88grr1q0DTHibPn36/R3s8eTPkgIT1ArOkgr8mQrOggrsqme3P9TABpCTk8Pbb79NamoqXq8Xu93O7NmzGTNmjFYQRUREHkHlzjWBnYQDYwg8HlOgyssrXJQK3IbndpsFttDQCuuCKolyjYiISNVTQaqC+Xw+evbsyd/+9jfAtL2npqbe/wm83vwiVOAxIBDaAv8qYfXu9u3bbNq0iVmzZvH1118DkJSUxKpVq2jatOlD/3wRERGpOuXONYHu74Id4AUX2ez2/NED5bjN8H4p14iIiFQfKkg9BD6fjwEDBgRXFMsc3qqBkydPsnTpUlasWMGVK1cAM49i2rRppKSkYLdrHr6IiMjjQLlGREREHgYVpB6Su2cvDBkyhMWLF+N2u6v2worh9Xo5fvw4Bw4c4MCBA6SlpbFr1y4C/2k4nU769u3L+PHjady4cRVfrYiIiFQ25RoRERGpaCpIPURer5c33niDBQsWANC4cWNWrVpF69atq+R6MjMz2b9/Px9++CFpaWnk5OSQnZ3NN998Q2ZmZpH3161bl+HDhzN48GDi4uKq4IpFRESkuqhuuQYgIyODbdu2sWLFCi5evKhcIyIi8j2igtRD5vP5mDt3LhMnTiQvLw+r1UpKSgpTp059qKuKPp+P69ev8+9//5tdu3YFH0v7c8fHx9OyZUuSkpLo0qULP/3pT7XLjIiIiARVVa4BUxA7deoUaWlpfP7550U6n+6mXCMiIlK9qSBVSY4cOcLgwYPZv38/AI0aNWLChAm8+OKLFRrgPB4Pn376KW+99RYHDhwo8rrD4aBu3bq0adOGpKQkQkNDqVGjBi1atOCpp57SzjIiIiJyT5WZaz777DMWLlzIjh07iu18CgkJoVmzZvTq1YuEhATlGhERke8JFaQqkcfjYc6cOUydOpXc3FwA4uLiGDp0KMOGDaNevXoPfO5z587x/vvvs3z58uCwTjAFqB//+Md07NiRnj178swzz2h1UERERMqtKnINQEREBC1atCA5OZmuXbuq80lEROR7SgUpv5deeolNmzYBsHHjRl588cVS33/69GlatGjB1atX+cUvfsHmzZvvexXu2LFj/OEPf2DDhg3k5OQAYLFYSE5OplWrViQlJZGUlESDBg2KDVher5cTJ06QlpZW7LBOq9VK+/btmTZtGl27dn1kVgfXr19P//79GT9+PLNnz67qyxEREanWKivbVEauadGiBQMHDqR3796PVOeTso2IiDzOVJDyu3btGs2aNePbb78lOjqaQ4cOUadOnWLfm5ubS8eOHdm3bx+JiYmkp6cTGxtb5s+8cuUKK1euZMmSJZw8ebLI6+Hh4SQmJhISEoLT6SQ3N7fUYZ01a9bkjTfeYOjQoY/csM5Dhw7RpUsXMjIyFNpERETuQ2VnG+WaslG2ERGRx50KUgXs3LmTrl274vV66dSpE9u3by92JW/kyJEsWrQIu93Ozp07adeuXbk+1+v18tlnn7Fjx47gFsWXLl2653GxsbG0atWKli1bPtLDOvft28dzzz3H5cuXARTaRERE7lNVZBvlmntTthEREQF7VV9AddKpUycmTJjAjBkz2LlzJ7NmzWLSpEmF3rNp0yYWLVoEwMyZM8tdjALTit6tWze6desGmB1szpw5wxdffMHFixe5ffs2OTk5uFwu3G73YzOs0+v1snDhQsaNGxecTSEiIiL3ryqyjXJNyZRtRERE8qlD6i4ej4fk5GT27duH3W5n165dtG7dGoDjx4/TsmVLbt68Wea5UVI2u3fv5tVXX+Xw4cMA9OzZk7S0NM6fP69VRBERkTJQtqkelG1EREQKezT7oMvBbrezfv16wsPD8Xg8DBgwgOzsbPLy8ujTpw83b96kTp06rF69ukID26BBg7BYLLRt27bE97Rt2xaLxcKgQYMKPd+lSxcsFgtLly7lypUrjBkzhrp16+J2u6lTpw6/+c1vuHDhAgDZ2dm88847NGnShJCQEGJjY+nVqxfp6eklfu6xY8cYPXo0Tz/9NDExMTgcDuLi4khOTiY1NZWsrKwSf57XX3+drKwsxo8fT7169XC73dStW5eXX36ZL7/8ssTP3LRpE4cPHyYiIoIFCxbw0Ucf4XK5Sv8lioiISBHKNkUp24iIiFQ93bJXjPr167No0SIGDRrE8ePHmTx5Mk6nk/T0dOx2Oxs2bHigIeYP28mTJ2nWrBnnzp3D7Xbj9Xo5c+YMH3zwAdu3b2f79u306NGDw4cPY7PZcLvdZGRksGXLFv7xj3+wZ88enn766ULnnD9/Pm+++SZerxeA0NBQnE4nV69eZffu3ezevZs1a9awZ88ewsLCilxTZmYmHTt2JD09HZvNRnh4OKdOneLUqVNs3LiRFStWMGDAgCLHxcTEMHbsWMaPH098fPzD+YWJiIg8JpRt8inbiIiIVA/qkCrBwIEDeemllwBYsGAB7777LgAzZsygffv2VXlpJUpNTSU3N5cPP/yQrKwsMjMzeeeddwA4ceIEP/nJTzh79ixr164lMzOTzMxM/vrXv+J2u8nOzmb69OmFzrd7927GjBmD1+tlwIABnD59mqysLLKysjh9+jS/+tWvADh8+DBLliwp9ppWrVpFeno6KSkpXL58mWvXrnH06FHat2+Px+Nh8ODBHDp0qMhxU6ZMYc6cOQpsIiIiFUTZRtlGRESkOlFBqhRLly4lMTERj8eD1+ulR48epKSkVPVllcjn87F+/Xp69+6N1WrF6XQyadIkEhMTAbP989q1a+nfvz9utxuA559/npdffhmAf/3rX4XOt3jxYnw+H02bNmXVqlXB8wAkJibyxz/+kYYNGwKwa9euYq/pzp07jB07lnfffZfo6GgAGjduzCeffMKPfvQj7ty5w8SJEyv09yAiIiLFU7ZRthEREakuVJAqRWhoKAkJCcHvMzMzqc4z4GvVqsWzzz5b6Dmr1UqTJk0AqFGjBj//+c+LHNe4cWOAIlsyT5kyhc2bN7N8+fJit122WCzBc9+8ebPYawoPD2fKlClFng8LC2Ps2LEAfPrpp9y4ceNeP56IiIiUk7KNso2IiEh1oRlSpRg3bhwHDhwIfr9z505mzpzJ5MmTq/CqShYIUHeLiooCzPyI4oSGhgIEZykENGjQgAYNGhR67uLFi5w4cYKjR4+SlpbGzp07AbNaWJzk5GTCw8OLfa1z584A5Obm8uWXX9KpU6di3yciIiIVQ9lG2UZERKS6UEGqBJs3b+b9998HYPLkyXzyySfs27ePadOm0a1bt1J3jKkqgXBWEqfTWeZzZmRksHjxYj7++GOOHj1aZLUwsLpY0urqD37wgxLP/eSTTwa/Pn/+fJmvTURERO6fso2hbCMiIlI9qCBVjG+++YbBgwcD0KxZM9566y369u1LUlISt2/fpn///qSnpxMZGVmp11XSSl2A3V6xf85Dhw7RvXv3YKCKjIykXbt2NGrUiObNm9OpUydmzZrFpk2bSjyHzWYr8bWCP8+DBEoRERG5P8o2hrKNiIhI9aGC1F08Hg99+/bl6tWrhIaGsmHDBpxOJ02aNGHOnDmMHDmSkydPMnz4cNauXVthn2uxWICireUFVfYsgn79+nH+/Hnq1q3LypUr6dixY5F5CyXNVwi4ePFiia+dO3cu+HWtWrXKd7EiIiJSLGWbfMo2IiIi1YeGmt9l0qRJ7N69G4D58+cHh2IC/Pa3vw0Ozly3bl2FhjaXywWUHMyys7M5depUhX3evRw9epSvvvoKgOnTp9O5c+dih38eOXIEKLmtfc+ePSUG0e3btwNmdbJ58+YVcNUiIiJyN2UbQ9lGRESkelFBqoCtW7cyZ84cAF544QV+/etfF3nPypUrg7vTjBgxgv/9738V8tm1a9cG4L///S/fffddkddXrVpFbm5uhXzW/Si4OlhS6Fq6dCnffvstAHl5ecW+5+zZs6xevbrY88+dOxcwv2u1tYuIiFQ8ZZt8yjYiIiLViwpSfufOneOVV17B5/ORmJjIBx98UOz7nnjiCZYtWwaYFb9+/frh8XjK/fk9evQATFt9v379giuGN2/eJDU1ldGjR1dqsGnatGlwB5nJkyezZ8+e4ErhyZMnGTNmDCNGjAi+/9atWyWe67XXXmPJkiXk5OQAcPDgQZ555hlOnTpFVFQU06dPf4g/iYiIyONJ2aYwZRsREZHqRQUpzCpZ//79uXTpEjabjXXr1hETE1Pi+3v16sWwYcMA2Lt3L1OnTi33NSQlJQXPuWPHDurWrUt0dDRRUVGkpKTQrl07Xn311XJ/zv0KCwsjNTUVgNOnT9O+fXtCQ0MJCwujfv36zJs3j8jISJ5//nnADEstrrW9Xr161KxZk+HDhxMZGUl0dDTNmzcnLS2N+Ph4tmzZohkLIiIiFUzZpihlGxERkepFBSlg2rRp7NixAzArZh06dLjnMe+99x4NGzYEYNasWezcubPc17FkyRLWr19P586diYyMJC8vj+bNmzNv3jy2bdtGSEhIuT+jLIYNG8bWrVvp3r07sbGx5OXl4XA4aNGiBRMnTuSrr74KrgBmZGQE5yYUlJCQwP79+xkxYgQJCQnk5OTQsGFDxo0bx6FDh+jYsWOl/kwiIiKPA2Wb4inbiIiIVB8WX0kTG0XKYdCgQaxevZo2bdqwd+/eqr4cERERkXJRthEREalY6pASEREREREREZFKpYKUiIiIiIiIiIhUKntVX8CjYPTo0WzcuPGBjq1Tpw5paWkVfEUiIiIiD07ZRkRERB42FaQqwPXr17lw4cIDHet2uyv4akRERETKR9lGREREHjYNNRcRERERERERkUqlGVIiIiIiIiIiIlKpVJASEREREREREZFKpYKUiIiIiIiIiIhUKhWkRERERERERESkUqkgJSIiIiIiIiIilUoFKRERERERERERqVQqSImIiIiIiIiISKVSQUpERERERERERCqVClIiIiIiIiIiIlKpVJASEREREREREZFKpYKUiIiIiIiIiIhUKhWkRERERERERESkUqkgJSIiIiIiIiIilUoFKRERERERERERqVQqSImIiIiIiIiISKX6f87bfhd8c0azAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 283, "width": 594 } }, "output_type": "display_data" } ], "source": [ "dyn.pl.umap(adata, color=['tfec', 'pnp4a'], \n", " layer='acceleration', frontier=True,\n", " figsize=(5,4),dpi=80)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This is for curvature of genes `tfec` and `pnp4a`. " ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----------> plotting with basis key=X_umap\n", "|-----------> plotting with basis key=X_umap\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 283, "width": 576 } }, "output_type": "display_data" } ], "source": [ "dyn.pl.umap(adata, color=['tfec', 'pnp4a'], \n", " layer='curvature', frontier=True,\n", " figsize=(5,4),dpi=80)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The purpose for us to develop vaious differential geometry analyses is to derive **functional predictions**. So let us work on this a little bit next. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Gene set enrichment \n", "In this section, we show our first approach to reveal functional insights with the {func}`dynamo.ext.enrichr` function implemented in **{mod}`dynamo`**, a python wrapper for Enrichr, to identify biological pathways with statistical significance." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We noticed that the previous study (Saunders, et al. 2019) reported a \"unknown\" cell type from their conventional markers based cell-typing method based on total RNA expression levels. We wonder whether we can unveil its cell-type identify with **dynamo**. Therefore, we perform gene set enrichment analysis with the top-ranked genes with the highest absolute acceleration from this previously \"unknown\" cell type. Interestingly, we found the genes were enriched in chondrocyte-related pathways, indicative of a potential chondrocytic origin. " ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "enr = dyn.ext.enrichr(adata.uns['rank_abs_acceleration']['Unknown'][:250].to_list(), \n", " organism='Fish', outdir='./enrichr', \n", " gene_sets='GO_Biological_Process_2018')" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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asv/000+SfTw9PYX09HRJmoMHDyoEeVU1Esj29u1boWLFipL9xo8frzK9fDp1wf+2bdtK0hYvXlwIDw9XW5ZDhw4p3Cd3795VmlbZ9S6TyYSlS5cqpH3w4IFkefjw4ZL92rVrp7ZcqvZzdnZWmVbboKqq81EV/N+4caMknYGBgbB9+3a1eScnJwvffPONZD9bW1vh/fv3StMrC/736NFDIQArLyEhQeHemj17ttpy6UI++C9/3+RsXJOcnCy5zr7Es0JZ8N/AwEA4cuSI2mMcOHBA4frVtnFXzusjLS1NaN26tSSNtbW1cOHCBbVlyEvw38LCQrh586ba/BcvXizZx9LSUmXjokmTJik8X9Q9MzIzM5U2dmLwnz4XPRARERERERERERERAdi/f79kiP1evXqhatWqGvdzd3dHhw4dJOsePXqk9XF79OiBoUOHqk0zYcIENGnSRFxOTU1VOlx3zqG9v/nmG43HHzNmDKysrMTl27dv4+PHjxr30+T06dN4+/atuNyoUSOtymNtbY2+fftK1qmqz7///lsy1LmjoyO2b98Oc3NzlfkbGhpizZo10NfXF9ft3LkTiYmJ4vLbt2+xevVqcVkmk2Hz5s0oWbKk2rJPnToVpUqVEpefPXuGkydPStLMnDlTsjxy5Ej06tVLbb52dnY4ePAgzMzMxHVLly6VTNugq/v372PPnj3isr6+Pnbt2qVxiPzmzZtj1qxZ4nJaWhrmz5+v9XH79++PIUOGKKwvXbq0+F4QBOzevVtcNjAw0PoYY8eOlSy/fv06T/Wkq/T0dEybNk2ybsKECejYsaPa/UxMTLB9+3bJdA7v37/H0qVLtTquq6srVq1aBT091aEvCwsLjB8/XrLu7NmzWuWfW3/++SfKlCkjWWdiYiK5zr7Es0KZkSNHSp6ryvzvf/9D9erVxWVBEHDu3Dmtj5EtPT0dnTt3xt69e8V1dnZ2OHHiBGrWrKlzftr6+eefUaVKFbVpBg8ejKJFi4rLCQkJuHXrlkK6pKQkLFq0SFzW09PDH3/8ofaZIZPJsGzZMvj7++tadKJcYfCfiIiIiIiIiIiIiABkBZI6d+4Mf39/2NvbK8w/rk7lypUly9oGGw0MDDB37lyt0k6fPl2yvGHDBoU57lNTUyXL169f15ivkZERduzYgX/++QdPnz7Fx48fYWFhoVWZ1JHJZOjevTsCAgLg4uLyWerzjz/+kCyPGDECDg4OGvMvXrw4mjVrBiArgFW0aFE8ePBA3P7nn39K6rJBgwZazVetr6+P/v37i8tOTk54+vSpuHz16lVcvnxZXLawsMCkSZM05gsAHh4ekkYCCQkJ2Lhxo1b7KrN06VLJ9dOxY0etGrsAwPDhw2FnZycub9++HbGxsVrtO2rUKI1p4uPj0apVKzRt2hTe3t5o1KgRPDw8tMq/WLFisLW1laz7ksH/4OBgyWfu6OiIiRMnarWvubm5wvNg2bJlWu3bp08fGBsba0xXu3ZtyfLLly+1yj83atSogRo1amhM9yWeFcoMHjxYq3R5rbOMjAx07doVu3btEtc5Ojri1KlT8PX11SkvXZiZmWlsWARkPbcCAgIk65Sd4549eyT126xZM9SqVUur/LX9niPKK4OCLgARERERERERERERfR06dOig0INfW/I95wHFILwqzZo1g4uLi1Zp/f39UaJECTx58gQA8ObNG4SEhKBChQpimpw902fOnAlXV1f06tULMplMZd5NmzbVqgy6aNiwIRo2bJirfbWtz5y96rt27ar1MRYsWIBZs2ahVKlSMDExkWw7fvx4rvPt2bMnAgMDUaZMGdjY2Ei2/fPPP5Llhg0bKgSq1enQoQOWL18uLh87dgzDhg3Ten91ZdHl2jc2NkbLli2xYcMGAEBKSgrOnDmDtm3bqt3PxcVF0sNfFRsbG62D3spYWVnh/fv34rK292N+yHlNduvWDUZGRlrv36pVKzg6OiImJgYA8OrVK9y/fx9ly5ZVu1/OALUqxYoVkyzLj3iR3+rWratVui/xrMjJ1dUVxYsX1yptXuosIyMD3bt3x86dO8V1RYoUwYkTJzR+pnnl4+OjdhQUedqc4+HDhyXL3bp107osQUFBKF68OMLDw7Xehyg32POfiIiIiIiIiIiIiHLtxYsX2LFjh0IP9Jw98lXRNmCXLefQyRcuXJAsN27cWNLzPSUlBd999x08PDwwaNAg7N+//4v2gtZVbGwsDhw4oBD4VVafERERYoAUyOplr2nIenmlSpVCpUqVFAL/gOKICfLDfmvi4OCAGjVqKAT+AeD8+fOSZT8/P63zBbI+f/lGHJcuXdJp/2wxMTF4/PhxnsqSs0f3xYsXNe7zOYf+Tk1NxeXLlzFz5kyFUQi0vR/zQ85h9HW9xw0MDBSGgddmmPly5cpplX/OYHB6err2hdORLveNrnR5ViijbX0Bua+zzMxM9OzZE9u2bZOs37t372cP/AP5f445nzfajOog73NOb0CUjT3/iYiIiIiIiIiIiEittLQ0hIWFISwsDE+ePMHTp0/x4MED3Lt3T+Xwz9oGoOR77WsjZ8AoMjJSsmxqaorZs2dLhp4HgKioKPz+++/4/fffYWBggBo1aqBJkyZo0aIFfHx8dCpDXmVkZODp06cICwvD06dP8fTpUzx8+BD37t1DRESE0n2U1Wf2CAjZ8iuYlpaWJqlXPT09lCpVKl/yzhlwz8zMRFhYmE55ODg4iI0eYmNj8ebNGzg5OeWpHAAQFxeHpKQkrfPIOcR8aGioxn20HeVCnZiYGDx69AhPnjzBkydPEBYWhpCQEDx48AApKSlK9/mSwf+cz4SKFSvqnEelSpVw4MABcTk6OlrjPtbW1lrlra+vL1nOzMzUrXA6yOvnnV/PCmW0rS8g93W2ZMkSxMXFKaxftGgRtm7dqvXxcys/zzEtLU1S5wYGBjo1tgLy7xlNpA6D/0RERERERERERESk4OXLl9i4cSN2796N27dvIy0t7bMcR5ch3wHFYM7bt28V0vTr1w9v3rzB1KlTlfbeTE9Px7lz53Du3DlMmjQJ7u7u6NChA/r06YMyZcrodgJaiouLw+bNm7Fz505cv34dycnJec4z57nrEuhSJy4uThL4srCwUAiM5Zb8UPQAMGnSJEyaNCnPeeoa/M9ZDgAoX758nsuhiZ2dXa7yPnz4MDZv3oxTp07h1atXucrjS8l5XebmnHM+F5Td5zlpO7z7l5Sbc/8czwplvkR9KQv8A8C2bdvQvn17tG7d+rMePz/P8f3798jIyBCXc/O8VTYaClF+47D/RERERERERERERCQSBAGzZ89GyZIlMX78eFy7dk1t4F9fXx+1atVCmzZtcnU8MzMzndLnDOaomt964sSJuHLlCtq0aQNDQ0O1eUZGRmL+/PmoUKEChg4dik+fPulUJk3WrFmDEiVKYPjw4Th37pzaYJ5MJkPVqlXRo0cPjfnmLKeudfml8wVUBwPzQpug+9dSjpyjBWhy//591KxZE82bN8e2bds0Bv6dnZ3Rv39/2Nvb63Sc/JRzWo3cBGBzXnOfKwD+uen6eX+uZ0VBK1GiBLp16yZZN2jQIK0adXwtcn4P5qZBlK7XA1FusOc/EREREREREREREYl69OiBP/74Q+k2ExMTeHt7o2zZsqhYsSKqVauGgIAAWFlZYcOGDdizZ4/Ox9M10P7x40fJsrqRA3x8fLB7927ExcXh4MGDOHToEI4fP64y4JSRkYFly5bh2bNn2LdvHwwM8v4v9EmTJmHmzJlKtxkaGqJEiRIoW7YsKlSoINang4MDTp8+jU2bNqnN28LCQrKcXwHSz5UvkDUtQ0JCQr7lB+h+DWWXI7/ld6ORa9euoVGjRiobKhQpUgRly5ZFuXLl4OPjg+rVq4ujFxw9erTAAqsWFhaSMicmJuoc9Mx5jeRnA5Sv1ed8VhSksmXL4vjx47C2tsa5c+fw7NkzAMDr168xePBg7Nixo2ALqKWcPf1z8xzL2TCG6HNg8J+IiIiIiIiIiIiIAACrV69WCPxXrlwZgwcPRt26deHt7Q09PeUDyqrqga+Jrj2wc/au1mbaABsbG3Tv3h3du3eHIAi4desWjh8/jqNHjyI4OFihR+ehQ4ewdevWPPeoPXbsmEIwz8vLC8OGDUP9+vVRrlw5lQ0MtKnPnOceHx+f+8LKsba2hkwmE+cOT0hIQGZmpsrPXhd2dnaSoFloaGiBzIOdczh2f39/XL58+YuXQ5WkpCR07txZcn8YGRmhf//+aNWqFfz8/NQOO57b+zE/2NraSsr97t07nYe/f/funUKe/2af+1lRUCpVqoTjx4/D0dERALBq1So0btxY3L5z5060b98e7dq1K6gias3CwgLGxsZISUkBkNUo6sOHD7CystI6j5iYmM9VPCIRh/0nIiIiIiIiIiIiIgiCgFmzZknWdenSBdevX0f//v1RunRptcHfnMG67MCxJuHh4TqV886dO5Ll0qVL67S/TCaDj48Pxo0bh+PHj+P169dYsGCBQs/ilStX6pSvMjmDeUFBQbh37x5GjhyJSpUqqR1ZQJv6dHNzkyw/ePBAp/LFxcVh//79uH37tqThgJ6eHooWLSouZ2Zm4vHjxzrlfeDAAVy+fBmvX79WW+bY2Fid8s0vX0s5VNm+fTvCwsLEZQsLC5w7dw5LlixBw4YNNc43nrORjLb3Y37w8PCQLOe8Z7Vx+/ZtyXLx4sXzVKav3ed+VhSU1q1bi4F/AGjUqBF69eolSTN48OBCExT38fGRLOe8TjW5efNmfhaHSCkG/4mIiIiIiIiIiIgIN27cQEREhLhsbm6OZcuWaT2vcc7Ac2Zmplb7Xb16VesyZmRk4OLFi5J1AQEBCulevHiBEydO4NChQxrztLW1xejRo7Fu3TrJ+ocPH2pdLmViY2Nx9uxZybpVq1ZpPdy8NvVZsmRJODg4iMuvXr3CixcvtC5jcHAwvv32W1SpUgU2NjYYPHiwuK1GjRqStNeuXdM63/j4eHz77beoUaMGXFxcUK5cOXFbYGCgJO2VK1e0zjdbfkwbULJkSTg5OYnL4eHhOjcASElJURg1Ir/s3btXsjxixAj4+flpte+zZ88UpiDQ9n7MDznvyZz3gSapqakKozBUqlQpz+X6Wn2JZ8XX5Ndff4WLi4u4HBMTI3n2fM1q1aolWf7nn3+03jcxMVHh+4voc2Dwn4iIiIiIiIiIiIgUeuCXK1cONjY2Wu376dMnHDlyRLIuPT1dq30PHTqk9bDVR48exatXr8TlMmXKSHqox8fHw9raGm5ubmjYsCH69++vdS/Yli1bSpZ1nY4gp+x5rbM5OjrC29tbq30FQcD+/fsl61TVZ+3atSXLO3fu1LqMOT8zX19f8X2dOnVyne/Ro0cl9S6fb7169SRp//zzT63zBbIai1hZWcHOzg4+Pj5o27atOAy3ruTLIggCdu3apdP+o0ePhomJCdzd3VG7dm0sWrQoV+VQJuf9qKyRiyr79u1TWKfq+pHJZDqVSxtBQUGS5S1btug0NP2+ffskvdkdHBxQpUqVfCrd1+dLPSu+Fra2tli6dKlk3a5du7Bjx44CKpH2OnfuLFneuHGj1s+fP/74I18aLhFpwuA/ERERERERERERESkM6a9L8Hv8+PEKw7trGxB59eqVVkHTtLQ0jB8/XrJu6NChkuXswH+26OhoHDt2TKtyvHz5UrKcc+hyXeWsz8TERK17iS9evBi3bt2SrFNVn3369JEs//bbb1oFmN6+fYtt27aJy8bGxpIGEF26dIGJiYm4fOjQIVy/fl2b4mPJkiWS5fbt24vvGzVqBC8vL3H58uXLCr3c1cm+Bt6/f49bt24hPj4exsbGWu8vb+DAgZLlOXPmaH3dh4WFYe3atcjMzERUVBTOnTsHe3v7XJVDmdzej5GRkZg6darCelXXT86RPfJjyPgGDRpIgtcxMTEKU4qokpSUhIkTJ0rW9ejR47M0UvhafKlnxdekbdu2aNOmjWTd0KFD8ebNmwIqkXaqVq0qGRUlMjISkydP1rjfixcvMGHChM9ZNCIRg/9EREREREREREREhFKlSkmWHz9+jBMnTmjcb+HChUqD94mJiVofe+LEiThz5ozK7ZmZmRgwYIBk7nAXFxf07NlTIW337t0ly8OHD1eYE1uZGTNmSJZbtGihcR91vLy8JIHVpKQkbNq0SeN+27dvx48//qiwXlV9Nm/eXDKsflRUFHr37q22929mZib69esnCSh36tRJMje3g4MDevfuLS5nZGSga9eukpEXlFm4cCHOnTsnLnt5eUnqUl9fH99//71kn169euHSpUtq8wWAadOmKVyTP/zwg8b9VAkKCkLNmjXF5cjISLRr105j44n4+Hi0b99eEmQtXrw4OnTokOuy5JTzfly5cqXG4dyfPXuGVq1aIT4+XmGbquvHwsJCsvzhwwcdS6pIT08P48aNk6ybPXu2xtEjUlJS0LVrV4SFhYnrLC0tMXr06DyX6Wv2pZ4VX5tly5bB1tZWXI6NjVVokPM1+u233yQNNn755RfMmDFD5f358OFDBAUFafU9RJQfGPwnIiIiIiIiIiIiIlSoUAGlS5eWrOvQoQMOHDigkFYQBJw6dQotWrTAqFGjlPYW1iXQkZaWhiZNmmDRokVITk6WbAsLC0Pz5s2xfv16cZ1MJsPGjRsVApcAMGDAAMlc7o8ePUJAQACOHTumtJwvX75Er169sGHDBnGdiYlJngOONjY2aNiwoWTd0KFDsW7dOmRkZCikv3r1Krp3747OnTsrzNcOqK7P7LowMjIS1+3evRv169dX6BEMZNVHs2bNJL3tbW1tMXfuXIW0c+bMQfHixcXlhw8fokaNGti3b59CoOvdu3cYPXq0Qr2tWLFCoXd5//790bx5c3H5w4cPqFu3LqZMmaL0PCMiItC9e3eFHu3t2rVDo0aNFNLrYuPGjbCyshKXT5w4gWrVqmHfvn0Kn5MgCDhy5Aj8/f0ldSuTybB48WLJZ5BX7dq1kywHBweja9euiImJUUj75s0bzJ8/H1WrVlX6mQOqrx9ra2vJyAmhoaF49OhR7gv+f/r27Stp9JGeno7OnTtj+PDhSnt3nz9/HoGBgQpTFvz2229wdXXNc3m+Zl/qWfG1cXFxwYIFCyTr9u7di61btxZQibRTo0YNjBo1SrJu8uTJ8PX1xYoVK3DlyhWEhITg8OHDGDRoECpVqiRp0CLv3zyiBRUcg4IuABERERERERERERF9HebNmycZ+v3du3do1aoVihUrhsqVK8PU1BQvX75EWFiYQg/wQYMGYf369WIw6smTJ0hPT4eBgfp/Q7ds2RIHDhxASkoKRo4ciWnTpqFKlSqws7PDs2fPcOPGDYWg/bx589C4cWOl+dna2mLNmjVo3bq1GDh7+PAhmjRpAmdnZ1SpUgU2NjZITU1FeHg47t69qxBgW7p0KTw9PbWqM3Vmz56NkydPikN4f/r0CX369MH48ePh6+sLS0tLvH79GuHh4YiMjJTs26ZNG9y4cUOcDzwuLg6vX7+Gs7OzwnGqVauGFStWoH///uK5nD17Fj4+PihdujRKly4NQ0NDhIWF4c6dO5L6NDY2xs6dO5Xma21tjV27dqFx48Z4+/YtgKxAfOvWreHs7AwfHx9YWVnh5cuXuHLlisJw4zNnzlT6OclkMmzevBmNGzcWpxJITU3F9OnTMWvWLFStWhXFihUDkHUd5SwzAPj6+koahOSWt7c3tm/fjnbt2iEpKQlAVgOJ1q1bw9bWFr6+vrC3t0dCQgJu3rypMD0EAMyaNQvffPNNnssir0OHDvj1119x9epVcd327duxZ88eVKtWDW5ubvj48SOioqLw4MEDyTDxbm5uCAgIkPS0f/DgAVq1aqVwHJlMhvLly+PGjRsAsj4HPz8/BAUFwdjYGFZWVlizZo3O5c/+jBs2bCjmnZmZiSVLlmD58uXw9fVFsWLF8OnTJ4SEhCjMew8AU6ZMUZjW4t/qSz0rvja9e/fGtm3b8M8//4jrhg0bhvr168PFxaUAS6beL7/8gjdv3mDz5s3iulu3bmHw4MEq9wkMDASQ1dAlm6bvR6JcEYiIiIiIiIiIiIiI/s+CBQsEPT09AYBWryJFigi7d+8WBEEQqlevLtkWHByskP/69eslaS5evCgMGzZMq2OZmpoK69at0+o8du7cKVhYWGh9HgAEc3NzYcOGDflan9u3bxeMjY21LoO1tbXw+++/C4IgCB07dpRs27Rpk9pjHTx4ULCxsdHpszt58qTGc3j06JFQtmxZrfM1MjISFi5cqDHfxMREhXPU5tW2bVshISFBbd7y6T08PDSW5dq1a4Knp6fO18vq1avV5pvzep8yZYrGsmSLjo4WypQpo1OZunTpIsTGxgqHDx+WrK9fv77K42zdulVlfsbGxkJaWlquzycxMVHo1KmTTudga2srbN68WWP9eHh4SPbTha7Xh7bq1q0ryTs8PFzrfT/3s+LUqVOSND179tS6bNp+7rm53sPDwwVzc3PJfi1btlRII7+9bt26+Xb8bFOmTJHsu379erXpMzIyhF9//VXj94xMJhP69esnJCYmCk2aNJFsu3r1qtblI9IWh/0nIiIiIiIiIiIiItHo0aNx4sQJ1KpVS226MmXKYO7cuXj8+DHatGkDAApzni9btkyrYy5evBi7d+9WmOc8m4mJCTp37oz79+9L5qFXp3379rh//z4GDRoEOzs7tWnd3NwwfPhw3L9/Hz179tQqf2117NgRly9fRrNmzdQO8ezh4YGJEyciLCwMAwYMAKB7fX7zzTd48uQJxo0bJ5n6ICcbGxt8//33uHv3LurVq6fxHLy9vXHnzh0sX74cZcqUUZnOwMAAnTt3xo0bNzBixAiN+ZqZmWH79u04f/48mjdvLhl+Pic9PT00btwYhw8fxq5du5RO+ZAXvr6+ePjwIZYsWYKyZcuqTWtnZ4chQ4bgwYMH6Nu3b76WQ16RIkVw7do1fP/997CxsVGZztzcHG3btsXFixexZcsW2Nvbo379+nBwcBDTnDp1Cvfv31e6f+fOnbF48WKYm5srbEtJSVG5nzbMzMywbds2nD17Fk2bNlU7NULRokUxceJEPHr0CN26dcv1MQurL/ms+Jp4enpi1qxZknUHDhzApk2bCqhE2tHT08OoUaMQFhaGxYsXo2HDhvD09ISpqSmsrKxQvnx5DB8+HNevX8eqVatgZmamME2DqalpAZWe/s1kgqBkkiMiIiIiIiIiIiIi+s+LiorCpUuX8OLFCyQmJsLGxgbOzs6oUaMG3NzcPssxr127hrt37+LVq1ewsrKCh4cHgoKC8hTsTU9PR0hICO7evYvY2FgkJibC0tISLi4uKFWqFKpUqZJ/J6DGmzdvcPHiRURERCAhIQGWlpZwdnZG1apV4e3tna/HEgQBN27cQGhoKN68eYO0tDTY29ujQoUK8PPzy9Nw0+Hh4bhy5QrevHmDhIQE2NjYwMvLC7Vq1crT55SUlIQLFy4gMjISsbGxyMzMhLW1NUqWLIlq1arB1tY213nrKioqSjzHd+/ewcTEBPb29qhUqRIqVqwIQ0PDL1YWICsIf/36ddy7dw/v3r2Dvr4+HB0dUaJECVSvXl1tUF1biYmJ+OeffxAVFYX4+HhYWlqiWLFiqFevXr7V/cePH3Hu3Dk8f/4csbGx0NPTE6fjqFSpEudA/z9f8llBX46vr684DQYAxMTESBrpEOUHBv+JiIiIiIiIiIiIiIiIiD6jIkWK4NWrVwAAY2NjJCcns8EL5TsO+09EREREREREREREREREpMbOnTvh6emJpk2bYsSIEbh48aLW+96/f18M/ANAxYoVGfinzyL34/oQEREREREREREREREREf0HODs7IyIiAhERETh69CjCw8Nx4MABrfZdsmSJZLlWrVqfo4hEHPafiIiIiIiIiIiIiIiIiEidpKQkODg4IDk5GUDW0P0XLlxA1apV1e63b98+tGvXDhkZGeK6a9euwdfX97OWl/6bOOw/EREREREREREREREREZEaZmZm6Nq1q7ickpKCb775Bnv27JEE9rN9+PAB8+fPR6dOnSTbO3fuzMA/fTbs+U9EREREREREREREREREpEFsbCyqVq2KqKgoyXp7e3v4+PjA3t4eaWlpeP78OW7fvo2UlBRJuipVqiA4OBiWlpZfstj0H8LgPxERERERERERERERERGRFiIiItCqVSvcvn1bp/3atm2LdevWwcrK6jOVjIjD/hMRERERERERERERERERacXDwwPXr1/H77//jipVqqhNa2hoiCZNmuDYsWPYtWsXA//02bHnPxERERERERERERERERFRLjx//hzXr19HVFQUPnz4AD09PdjY2MDb2xt+fn4M+NMXxeA/ERERERERERERERERERFRIWdQ0AUgIiIiIiIiIiIiIlLH3NwcaWlpcHJyKuiiEBFRIfLmzRsYGhoiMTGxoItC9EUw+E9EREREREREREREX7W0tDRkZGQUdDEoH6WlpQHImg+bSBNeL6QL+euF3x30X8PgPxERERERERERERF91bJ7/D9//ryAS0L55c6dOwCASpUqFXBJqDDg9UK6kL9e3NzcCrg0RF+WXkEXgIiIiIiIiIiIiIiIiIiIiPKGwX8iIiIiIiIiIiIiIiIiIqJCjsF/IiIiIiIiIiIiIiIiIiKiQo7BfyIiIiIiIiIiIiIiIiIiokKOwX8iIiIiIiIiIiIiIiIiIqJCjsF/IiIiIiIiIiIiIiIiIiKiQo7BfyIiIiIiIiIiIiIiIiIiokKOwX8iIiIiIiIiIiIiIiIiIqJCjsF/IiIiIiIiIiIiIiIiIiKiQo7BfyIiIiIiIiIiIiIiIiIiokKOwX8iIiIiIiIiIiIiIiIiIqJCjsF/IiIiIiIiIiIiIiIiIiKiQo7BfyIiIiIiIiIiIiIiIiIiokKOwX8iIiIiIiIiIiIiIiIiIqJCjsF/IiIiIiIiIiIiIiIiIiKiQo7BfyIiIiIiIiIiIiIiIiIiokKOwX8iIiIiIiIiIiIiIiIiIqJCjsF/IiIiIiIiIiIiIiIiIiKiQo7BfyIiIiL617p586bKbZ6enpDJZJDJZDh9+vSXK1Q+6tWrl3gOU6dO/aLHVle3lHcJCQl48uSJ0m0bNmwQP/egoCCF7QV5XdB/V1BQkHjdbdiwoaCLQ1+ZwvBcGjZsGGQyGZo0aaL1PrGxsVi/fj26du2KypUrw97eHkZGRrCyskKJEiVQp04dTJ48GWfPnoUgCHkqX1paGo4dO4ZRo0bB398f7u7uMDU1hbm5OTw8PNCiRQv8/PPPePr0aZ6Oo41Xr15h8uTJqFatGqytrWFiYgIvLy+0bdsWBw4c0Plcb9++jQEDBqB06dIwMzODpaUlypYti0GDBuH69es6l++vv/5Cu3btUKxYMRgbG8PBwQG+vr6YNm0anj9/rlNeN2/exMCBA1GuXDlYWlrC3NwcpUqVQufOnfHXX38hMzNT5/LllJycjNKlS4v3iLbS0tKwZcsWtG/fHsWLF4e5uTlMTU1RrFgxtGrVCmvWrEFqaqrW+b1//x7z589H48aNUaRIEZiYmMDKygre3t7o2bMnjhw5ojGPwMBAyGQyTJgwQevjEhEREVH+MijoAhARERER5beXL19izJgxuHjxIsLDwwu6OP8qjx49wtChQ5GamlpoG0187bZt24YxY8Zg9uzZKFGiREEXh4joX+/w4cNYunQpDAwMsHDhQo3po6OjMXnyZPzxxx9ISUlR2J6WloaEhAQ8ffoUZ8+exYwZM1ClShXMmDED33zzjU5lEwQBO3bswE8//aSyUVhkZCQiIyPx999/Y8KECWjTpg1mz56NUqVK6XQsbezduxe9e/dGfHy8ZH14eDjCw8OxZ88eNGnSBJs2bYKTk5PG/CZNmoTZs2crBNEfPHiABw8eYOXKlRg9ejR+/vlnGBio/zdmQkICOnfujEOHDknWv337Fm/fvsWNGzewYMECLFu2DN27d1ebV2pqKkaOHIkVK1YobHv8+DEeP36M7du3IyAgAOvXr89TXf/www949OiRTvtcu3YNnTt3RlhYmMK258+f4/nz5zhw4ABmzpyJnTt3wt/fX21+mzZtwtChQ5GQkCBZn5KSgoSEBISFhWHTpk0ICgrC9u3b4ezsrDSfRYsWwd/fH3PnzkWzZs1Qu3Ztnc6LiIiIiPKOwX8iIiIi+lcJDQ1FjRo1kJCQAA8Pj4Iuzr/KiRMn0Lx5c6SmpqJu3boFXZx/pT59+mDdunUFXQwiov+MhIQE9O3bFwDQr18/lC1bVm36HTt2oH///vjw4YNkvbe3N0qWLAlHR0ekpaXh1atXuHLlChITEwEAt27dwv/+9z/88MMPmDNnjlY9vBMTE9GlSxccOHBAst7e3h5+fn5wdnZGRkYGwsPDcf36dXz69AmCIGD37t34+++/8euvv2LgwIG6VIdaBw8eRPv27ZGRkQEAsLKyQv369WFpaYnbt2/jzp07AICjR4+iefPmOHv2LExNTVXm98MPP+CXX34Rl93d3REYGIjMzEycO3cOL168gCAIWLBgAZKSkrB8+XKVeaWlpaF58+Y4d+6cuK5q1aqoUKEC4uLicPLkSXz8+BEJCQno0aMHjIyM0LFjR6V5CYKATp06Ye/eveK6okWLolatWjAzM8OjR49w8eJFCIKACxcuoE6dOrhy5Qrc3d21q0g5p06dwtKlS3Xa58qVK6hXrx6SkpLEdVWqVEGFChUgk8kQEhKCGzduAAAiIiJQp04dnDp1CjVr1lSa37JlyzB06FBx2cjICAEBAfD09ERycjIuX76MZ8+eAQBOnz6NgIAAXL58GQ4ODgp5VatWDd26dcPmzZvRq1cvhISEwMTERKfzIyIiIqK8YfCfiIiIiP5V3rx5o9BrifJHVFSUTsPHku5U9eokIqLPY9KkSYiOjoa5uTmmTJmiNu3KlSsxaNAgcVh7U1NTDB8+HP369VM6UktKSgoOHTqEyZMnIyQkBAAwd+5cGBsbY9q0aWqPFRcXh/r160um2alVqxamTZuGoKAg6OlJZ/L88OEDNm3ahBkzZuDNmzdITk7GoEGD8OrVq3yZaiEmJgY9e/YUA//t27fHmjVrYGVlJaY5ePAgunfvjvj4eFy/fh0//vgjFi1apDS/48ePSwL/P//8M8aNGyeeV0ZGBubOnYuffvoJgiBgxYoVaNSoEVq3bq00v+nTp4uBfysrK+zcuVMyhUNcXBz69OmDPXv2AAB69+6NWrVqwdXVVSGv33//XQz8y2Qy/PLLLxg5cqRk5IGbN2+ibdu2CA8Px+vXr9G9e3ecOXNGc0XKSUhIQO/evXWaJiElJQWdOnUSA/8lSpTA1q1bFXr2X716FV26dEFYWBhSUlLQrl07PHr0CObm5pJ0oaGhGDFihLjcrFkzrF69WlIvgiBg69atGDhwID5+/IinT5+ib9++2Ldvn9IyZo828PTpU8yaNQszZszQ+vyIiIiIKO/0NCchIiIiIiKir0WvXr0gCAIEQeDUC0RUKGzYsEF8buVHIDq/3L9/X+x1PXToUJVDmQNZPZ6HDh0qBmpLlSqFu3fv4ueff1Y5RYuxsTHatGmDmzdvokOHDuL6OXPm4N69eyqPJQgCevToIQb+9fX1sWDBApw9exb169dXCPwDWQHvoUOH4t69ewgKChLXT5s2DZs3b1ZdCVqaPXs23r9/DwDw8/PD1q1bJYF/APjf//6HvXv3iuX7/fffERERoTS/77//Xnw/cuRI/PDDD5Lz0tfXx4QJEyQNMn766SeF6QEA4PXr15g/f764vGnTJkngHwBsbGywY8cONGzYEACQnJysNCidnp6OWbNmicsTJ07E2LFjFaYc8PHxwV9//SWuDw4OxrVr15SeqyojR45UWT+qrF+/XpzSys7ODqdOnVI6pL+fnx9OnjwJW1tbAFlTVaxcuVIh3fTp08UGHTVr1sSBAwcUGkTIZDJ07doV27dvF9ft378f169fV1pGd3d3cTSNefPm6XyORESUd/GxHxB+NwJht8IR8/xtQReHiL4wBv+JiIiIiIiIiOg/Z+rUqcjIyIC+vj6GDRumMl1qair69euH9PR0AICbmxvOnTunMuifk6GhIf744w9xSoG0tDT8/PPPKtMvWbIEBw8eFJez573XhqOjI/7++29Ur15dXDdkyBC8evVKq/2VSU5Oxvr168XlGTNmKATDs9WrVw+dOnUCkFVva9euVUhz8eJFsWGDubk5fvrpJ5XHnjhxojicfmhoqNJGb+vWrcOnT58AADVq1ECrVq2U5mVgYIClS5eKUy5s2rRJnJYhW3BwMF68eCGWTb6RQk7lypVDrVq1xOWzZ8+qTJvToUOHxGl+AgMDtd5vx44d4vvhw4ejWLFiKtMWK1YMw4cPF5flpzEAgKSkJMl1NmfOHJWfKwC0aNFCMu2Tqp7/ADBq1CjIZDKkpKRg5syZKtMREVH+yczMxKW/rmNCi9no4NIX/SuPxaCq36OL+0AM8f8RR9adREpySkEXk4i+AAb/iYiIiIiIiIjoP+X+/fv4888/AWQNda5s+Pdsq1evRlhYmLi8YcMGODo66nQ8Q0NDzJkzR1zeu3cvPn78qJAuJSVFkq5r167o06ePTscyNTXF1q1bYWxsDCBrePm8jLhw+vRpxMfHAwDs7e3RqFEjtem7dOkivt+1a5fCdvmgcaNGjWBvb68yLwMDA8moCZryy254oErp0qXh6+sLIKtRw6FDhyTbLS0tMXDgQNSpUwctW7aEpaWl2vxcXFzE9y9fvlSbNtu7d+/EnvHOzs4qp0bIKTMzE5cvXxaXmzdvrnGfOnXqiO/v378v2Xbnzh1x+gBLS0vUrl07T/nJK1GihDgCxYYNGxAZGakxbyIiyr3XETEY6DMOk1r+jKuHbyIzUzqlzKNrT7Cg7wp08xyMu2dVP7+J6N+BwX8iIiKiQuLx48cYNWoUKlasCAsLC5ibm6Ns2bIYM2aMOPznzz//DJlMBplMhg0bNijkkb2tSpUqAIAbN26gSZMmsLS0hL29Pfz8/DB9+nSlx7906RIGDRqEihUrwsbGBiYmJnBzc0OTJk2wePFipf/ABrKGE80+rqZ/Unbp0kWhjKqMGDFCTDtv3jxMnToVMpkM9erVE9NERESIabJ7ealz+vRp9OjRA56enjA1NYWjoyN8fX0xY8YMrf+hqyn/7LIMHDgQQNYcupMnT0aFChVgaWkJc3NzlC9fHiNGjMDjx4/zfMxsDx48wLRp01C/fn24u7vDwsICJiYmcHFxgb+/P8aNG4fQ0FCl+/bq1QsymQy9e/cW1505c0Y8F09PT5XHjYyMxJQpU1C9enU4OTnB2NgYLi4uqFOnDubMmYO3b/N/CML09HRs374dbdu2hYeHB4yNjWFubo5SpUqhZ8+eWg+Vf/XqVYwfPx6BgYFwc3ODmZkZzMzMULRoUdSuXRuTJ09W+8/sZ8+eiXX07bffAgBOnDiBwMBAmJmZwcnJCbVq1cLy5cvFdPLzBffu3VtcLx+02bBhg7hefmjn3MjLdaHM6dOn0a1bNxQvXhzGxsaws7ODv78/5s6dKz4jmjZtKpb/2bNnavMLDQ3F999/Dx8fHzg4OMDY2Biurq5o3LgxFi9erNBjM7eyr3GZTCYOxX3jxg307dsX3t7eMDMzg7OzMwIDA7Fq1SqkpqZK9r906RJ69uwJLy8vmJiYwM7ODnXq1MGKFSuQlpamVRlCQ0MxevRo+Pr6ws7ODkZGRihSpAjq1q2LOXPmICYmRu3+8tfFwoULAQArVqxAmTJlxOf1//73Pxw/fhwAxGemTCYTh3K+d+8e+vXrJ56HtbU1atSogTlz5iAuLk6HGs1y8+ZNDBw4UKxDW1tbVKpUCT/88AOePHmidT55rRt5nz59wrJly1C/fn04ODjAyMgIbm5uaNOmDf766y8AwKtXr7S+xwRBwO7du9GlSxd4eXnB3NwclpaW8Pb2xnfffYdjx45pLJOnpydkMhlsbGzEdcePH0e3bt1QokQJse58fX0xZcoUvHnzRuvzza9n8Js3b/DLL7+gfv36cHJygpGREezs7FCmTBn07t0be/fuVTtvufw9pi4IffnyZQwZMgSVKlWClZUVjI2NUaRIEdSsWRMTJkxQG2zU1fLly8Uyf/fdd2rTZk8NAAANGjRAgwYNcnXMFi1aoEqVKujRowdWrlyp9LfJpk2bJL30J0yYkKtjeXl5oX///uLy5s2bld7H8t9Vqn4/yvdoDwoKUjrtgLxatWqJ53b//n1ER0erzE+bupQPOGc/w7IlJydLhp/Pa35+fn5YsWIFzpw5g61bt2rMS/63WvYIBZoMHjxY/IxXrlyptvGDvI8fP+Lbb79FnTp14OXlBQ8PD4376Ovri+8TEhIUtrVp0wbVq1dHtWrVNH6umvLLKfu+Sk9PVzrlABER5Y/XETEYETgR4Xc1N7SKi/mAHxrPwM2Td79AyYiowAhERERE9NWbNWuWYGhoKABQ+jIzMxPWrVsnzJkzR1y3fv16hXyyt1WuXFm4ceOGYG5urpBXy5YtJfu8evVK+N///qfy2NkvR0dHYceOHQrHvHbtmpjG3NxcSElJUXqOmZmZgrOzs5hWJpMJb9++VVknJUuWFNM+ePBAmDJlisYyyvPw8BDXHz58WOjcubPafe3s7IS///5bi09LtVOnTon5DRgwQLh69arg6uqq8piGhobCkiVLVObXs2dPMe2UKVOUpklMTBS6d+8u6OnpaawfPT09YfTo0UJGRobK4yh7eXh4KBw3MzNTmD59umBiYqJ2XysrK2HNmjV5qVaJixcvCqVKldJ4ru3atRM+fvyoNI+YmBihefPmGvPI/ozmz5+vNJ/w8HAxXatWrYS///5b0NfXV8hj+PDhGo8j//muX79eXF+3bl2F436p60JeQkKC0KFDB43XyZUrV4QmTZqI68LDw5Xml5qaKgwZMkRpfcm/nJ2dhYMHD6osl7bk6+zu3bvCpEmT1NZNvXr1hA8fPggZGRnCmDFjBJlMpjJt7dq1haSkJJXH/vDhg9C7d2+1eQAQLC0thcWLF6vMR/66+O2334QJEyYozWfPnj2CIAiSZ+a2bduE9evXC8bGxiqP7+DgIJw9e1bl8evWrSumXbt2rTBq1Ci1dWhqaqr0e+pz1E22y5cvC56enmrzatOmjfD06VO191i2+/fvCz4+Phrvofr16wuvXr1SmU/295G1tbWQnJwsdOnSReP57t27V+255uczeNeuXYKlpaXG86xcubLw5MkTpXloei6lpqYKvXr10up5NHToULXPI20kJSUJ1tbWAgDByMhI5feBIAjCrVu3JGVYt25dno6tSYsWLcRjBQYG5imvnGXfsmWLQhr57ypA+e9H+d+BkyZN0urY8r9vDh8+LNlmZWUlbjtx4oTGvB4/fiyml8lkQmJiorjt+vXr4jZ9fX0hNTVVY36rV68W96levbpW56PM0aNHxXwMDAyEZ8+eadxnx44d4j5du3YVBEHxM8hPv/32m5hvsWLF8pxfq1atxPy6d++uNm1sbKz4PeDk5CSkpaXl+fiurq6Cq6trnvOhr8ft27eF27dvF3QxqJDg9aIoIyND6FtxlNBQ1k6nVyubHkLM89iCLv5nJX+98PuD/mtUT+RERERERF+FH374Ab/88ou4bG5ujnr16sHBwQFhYWG4cOECkpKS0KdPH/j4+GiVZ0pKCjp37qy016z8cKkvX75EYGCgOLIAABQpUgSBgYGwsLBAWFgYLl68iIyMDMTExKBjx46IiorCmDFjxPRVq1ZF0aJFER0djcTERFy8eFEyX2i2e/fu4fXr1+KyIAgIDg4We0zLCwsLE4ff9fb2RunSpVGtWjUMGDAA0dHR4vylFhYW6Nq1q8b66NOnj9grzc3NDX5+frCyssLdu3dx48YNAFlDtLZv3x537tyBl5eXxjw1iYyMRIsWLcQenP7+/ihbtixiYmJw6tQpJCcnIy0tDcOGDUNcXJza+XBVycjIQJMmTXDu3DlxnZeXF6pWrQobGxskJibi3r17uHs3q9V/ZmYmfv31VxQrVgwjR44U96lXrx5MTEzw8OFDsdd8kSJF0LJlSwBQ6LEmCAJ69uyJzZs3i+ucnZ0REBAAW1tbvHr1CmfPnkVCQgI+fPiAvn374sWLF5g8ebLO5yjvxIkT+Oabb8R5fwGgYsWKqFixIlJSUnDt2jVEREQAyBo2+N27d/jnn38kPd0+fPiAwMBAPHr0SFxXrlw5VKxYEZaWloiPj8fNmzfF6y8tLQ1jx45FiRIllF6r2WJjY9GjRw9kZGQobOvUqRNSUrLmXjxw4IA4ykRQUBBKly4NAKhWrVoua0VRfl0X2VJTU9G8eXNJT84iRYqgdu3aMDIyws2bNxESEoKIiAg0btxYYw/H7PxOnDghrnN3d0f16tVhYWGByMhInD9/Hp8+fcLr16/RqlUrrF27Fr169cpbxfyfGTNmYOfOnQCy5kuuXr06TExMEBwcLI70cOrUKUyfPh2pqalYvHgxAKBSpUqoUqUKkpOTcfLkSbFH9dmzZzFx4kT8+uuvCsf6+PEj6tevj2vXronr7OzsULt2bdjZ2SEqKgpnz55FSkoKEhISMHz4cDx+/Fg8piqnTp2SzOOczcrKSukILH///Te2bNmCzMxMGBkZoV69eihSpAgeP36MCxcuQBAExMbGonHjxti3bx8aN26s9viTJk0Sn6kODg6oWbMm7O3tJfklJyejT58+KF26NGrWrPnZ6+bq1auoX7++5HvPz88P5cqVQ3x8PE6fPo24uDjs2bNHfE6oc/XqVTRp0gTv378HkNUb1s/PD6VLl0Zqairu3r0rjiJx8uRJ+Pv74/z583Bzc1OZpyAI6NKlizgvt5eXF/z9/WFgYCDeR0BWb9uOHTvi9u3bKFOmjNJ88usZfP78eXTs2FF8dtnb2yMgIACOjo6Ij49HSEgIHjx4AAC4ffs2goKCcP/+fZibm2usQ3nDhg2T9DgvX748KlasCDMzM0RHR+Py5ct4//49MjMzsXTpUhgaGiq9p7R17NgxcRj7OnXqqC2v/OgNMpkMzZo1y/VxNcnMzJQ8m3WZC16ZypUrw8XFRexlfvz4ccmQ/NqSH6WlePHiWu3j5uaGFy9eAIDkd+S7d+/w4cMHnfKTv28EQUBERATKli2rUDZXV1cYGhrqlJ982bQVFxeHVatWSUaxGDVqlMae+K9evcLgwYMBZH1PLlmyROdj60IQBKxbt05crlGjRp7yi46OxuHDh7XOz97eHr6+vrh69SrevHmDs2fPSkboIiKivLv013U8uxel836J8Un46/d/0GuG+ulyiKiQKrh2B0RERESkyZEjRyQ9gbp06SK8f/9ekiY0NFRpz0N1Pf+zXyVKlBCOHDkifPz4UXjy5IkwY8YMsfdbZmam4OfnJ+mluXr1aoXedk+ePJH0+NTT0xOOHj0qSdO3b19x+08//aT0XH/99VeF8o0YMUJp2kWLFolpxowZI9km37teWY/0bPI9/7PPb82aNUJ6erok3cGDByU9J3v16qUyT03ky5b9cnV1VehN+/r1a6FZs2aSOr1+/bpCfpp6UsrXk7GxsbBz506l5bpy5Yrg5eUlpnVzcxMyMzMV0mnqcZ5t/vz5YjozMzNhxYoVCr29Pn78KHz//feSnnx//fWXyjw1iY2NFRwcHCTX9vnz5yVp0tLShHnz5knqf+nSpZI0o0aNErfZ2dkJp0+fVnq8I0eOCPb29mp7Z+bsyQdA8PX1Fc6fPy8kJiYKISEhwvTp0yX7yN9LqnpF57Xnf35fF+PHj5dcq7/88ovCffTXX38JdnZ2CvWhrOf/0KFDxe0ODg7Cn3/+qXDc2NhYyXkaGxsLN27cUHoe2sg5uoW+vr6waNEiyXmkpqYKbdq0kZxrdhmPHDkiye/jx4+S0SMsLCyET58+KRy3bdu2kvxmz56tMDrKq1evJOkACKtXr1bIS/66yH517txZePTokZCQkCCcPXtWWLVqlZhe2WgptWvXFiIiIiT53rhxQzLSiqurq9Je0vLXbnYdzpkzR0hOTpaku3TpkuReDQoKUvqZ5GfdJCUlSa5lT09P4dKlSwppRo4cqVAnyu6xd+/eCe7u7mKa+vXrC2FhYQrpLl68KHh7e4vpatasqXBvCILi95G9vb2wa9cuhXTbt2+XjM7Qo0cPpXWXn8/gwMBAMU3v3r2VXsd//vmnYGRkJKabO3euQhp1z6VHjx6J24yMjJSO5vHhwwdJHoaGhkJUVJTS89dGv379xLymTp2qNq38SAze3t65PqY2QkNDJdeCquezLuRHEvDz81PYrk3PfycnJ3H7oUOHtDruN998I+4j/12X8xzle/GrY2FhIe4THBwsrl++fLna81NGflQqfX19pd9tOV26dEno3r27UKtWLcnIWTKZTBgyZIhWeciPoCB/nX+unv9r1qzJ1+upW7duknv1+fPnGveR/101evToPB1fENhz89+IPblJF7xeFI1vNlPnXv/Zrw5F+gppqXkfleVrxZ7/9F/G4D8RERHRV6xKlSriP8zatWun8h+LcXFxkuCMqn/eym83MTFROeS2IAjC1q1bJYGXY8eOqUz76dMnoXbt2mL6smXLSsq6b98+cZuq4VWz/zltY2MjBhEqV66sNG3Tpk3F/HIGZ3Mb/Fc3pP/kyZPFdG5ubirTaZIz+G9lZSU8evRIadrU1FRJ0KVOnToKaTQFeeWDTrNmzVJbtuPHj0vK9vjxY4U02gT/Y2NjBTMzM/Ef4jkbguQ0e/ZsMc9y5cpp9c9zZeSHOHd0dBSio6NVph03bpyY1svLS1z/6dMnSXBB2fDI8uT/qa6np6cQmMz5z/wiRYooNN7J6UsE//Pzunj58qWkcYy6aSquX78uCRACisH/kJAQcYh3U1NTjf/c69+/v5hX06ZN1aZVJ2fwf/bs2UrTRUZGKgxBf+bMGaVpX716JZm2IGew+cKFC5J81q5dq7J8mZmZQseOHcW09vb2CgH4nMH/Zs2aqb2fcgb/fX19VQbhoqKiJI03Jk+erJAmZ/B/+fLlKo+9bt06MZ2hoaFCA4H8rpuFCxeK221tbRUaOMgbO3as5NjK7jH5oHlQUJDaYcbfvHkjGf58+/btCmnkv49kMplCwyV5EydOFNPa2dkpbM/PZ3BiYqK4zdTUVGngP9v06dPFtMoaQ6l7Li1btkzc9t1336k8RlpammRaF2UNPbRVrlw5MZ/du3erTevv76/2uzg/nT59WnL9qZtqQ1tDhgwR83NwcMhVHqampmIeJ0+e1GqfTp06ifuMHTtWXH/58mXJOWo7hYOLi4u4j3xDlblz5+r8+Tx48EBSBnXTPmRT1kgVgNCnTx8hLi5O4/7yz72ePXtKtn2O4P/du3clv2kqVaqU699YgqD4HTN06FCt9pM/77xMsZCNwZt/HwZzSRe8XqTevY4TGum1z3Xwv6GsnXDpkGIng38LBv/pv4zD/hMRERF9pUJDQ3Hr1i0AgJGREZYtWwaZTKY0rbW1NRYvXqx0OGdVOnToAE9PT5Xbly1bJr7v2bMnGjVqpDKtsbEx1q1bh9KlSyMzMxP379/H0aNH0bRpUwBAw4YNYWxsLA69HhcXBxsbG3H/9PR0BAcHA8ga6jw6OhpXrlzBnTt38O7dO9jZ2Ylpk5OTxaHn7ezsUKtWLa3PWZUGDRqoHca3ffv2mD59OgDg+fPn+PTpE0xMTPJ83GnTpsHb21vpNkNDQyxbtgxVqlQBAAQHB+PFixdwdXXVKu/379+jXLlyMDExwfPnzzFo0CC16evUqQOZTAZBEAAAb9++RcmSJbU/mf+zevVqJCUlAQBatWqlcXjwcePGYenSpYiOjkZoaChOnz6dqyFhd+3aJb6fOnUqihQpojLtmDFj8NtvvyE9PR0pKSmIjo5G0aJFERkZibp16+Lp06dISkqSTIGhTFBQkPg+MzMT79+/h7Ozs8r0/fr1k1z3BSG/r4s9e/aI0yxUqVIFQ4cOVZlX1apVMXLkSMk0JjktXrxYPNaAAQNQqVIlteWbM2cONm7ciJSUFBw5cgRPnz7N87Qc1tbWGDVqlNJtxYoVQ4kSJcRpH2rXro06deooTevs7IySJUvi4cOHALKeHdWrVxe3yz9j69Wrh++++05lmWQyGVauXInDhw/jw4cPePv2LTZv3oyBAweq3GfcuHEqvzOUWb16NczMzJRuc3Nzw+TJk8VpH7Zt24Zp06apzMvb21tt2dq1a4c+ffpAEASkpaXh2bNnkuHr87tutmzZIr6fPHky3N3dVeY3a9YsbN++Hc+fP1e6/dOnT1i1apW4vHDhQrXDjDs6OmLChAkYMmQIAGD58uXo2LGjyvSNGzdGQECAyu1t27bFrFmzAGQNnx4fHw9ra2txe34+g3NODZSSkgJjY2Ol+fTq1QtGRkbw8vJS+b2mivxx5KdtycnAwADz5s1DVFQUvLy8xO9HXSUmJopTFQBZ08Ookz09AAC1z/hsHz58wPfff69VWWrWrImePXuKy+/evZNsl/9sc8vKykp8n5CQkKs8sqemAQBTU1Ot9pG/L9LS0pTmZWxsLJl6J6/55aZsOfNTJXval5zWrl2LPXv2YMmSJSqnmoqMjBSfn66urli4cKFW5cytiIgItGjRAh8/fgSQdb6rVq3S6TtB3tGjRzFgwABx2cPDQ/xdrIn89/itW7eQkZEBfX19tfuomx7l5cuXcHBwwJ07d7Q6Pn39su8/fqakDV4vUtEPX4l/O+XW7St3Yer27wwTyl8vaWlpWk0NRPRvod0vbCIiIiL64g4cOCC+b9q0KZycnNSmb9q0qdaBYQBqg+YJCQm4fPmyuNy3b1+N+ZUsWRINGjQQl48fPy6+Nzc3FwOlGRkZOHXqlGTfS5cuif+Qrlevnjj/syAIOHPmjCTtqVOnxOBAs2bNNP4DURtNmjRRuz1nMDF7jue8MDIyQu/evdWmqVy5suSfpsrm8FbF1tYW+/btExtQ2Nraqk1vaGgoCfylpqZqfSx58nMjZzf+UMfAwEASnMp5bWjj4cOHePToEYCsQGDnzp3Vpnd2dkZISAg+fvyI58+fo2jRogCyApZ//fUXQkND8ezZM40BiZxBGU11lh8NVfIqv68L+edUjx49NB6/T58+arfrev3Y2dlJ5ovPbhiUFwEBAWob98gH/+rWras2L3t7e/F9dhAm24kTJ8T32jxjra2tJUFj+WdsTgYGBjrN7ezv7w8fHx+1abp37y4Gjh4/fiwJnubUqFEjtUEmS0tLODg4iMs5n6n5WTcvX77EtWvXAGQ9H7p37642LyMjI7Vprly5gri4OACAi4sLKleurLF8LVq0EN9funRJbYBb/ntUmZzzo+e8rvLzGezo6Cj+9khOTkbLli1x9+5dpfkUK1YMP/zwA9q3b69zUL5ChQri+23btmHq1KmSgLu8li1bYsiQIWjWrJnaRl7qhIeHIzMzE0DWNaGpwVB2WkAxaKxMUlISVq5cqdUr53dezgYX2gaztS1/bgME8r+18vq7Kz/z+hz5qdK7d29ERkYiJSUFL168wLp16+Dh4QEg6xnWrVs3bNu2TWE/QRDw3Xff4cOHDwCyGuh8zoaAERERaNCggaSxwvz58yWNz3Rx7NgxtG7dWvz+NzY2xs6dOzX+fsgm3xgoJSVFZcMqIiLSXUZG3gL/AJCZnpEPJSGir82/s0kPERER0b/A1atXxffa/MNOJpOhevXq2LNnj1b5lytXTuW2e/fuIT09HUBWIKRatWpa5RkYGIh//vkHAHDz5k3Jtm+++QZHjx4FAPzzzz9o3bq1uE0+0FO/fn24uLhg0aJFALKCefJp//77b/F9y5YttSqXJjmDKTnl7A2b28C4vIoVK2rVo8/Pz0/s2RASEpLn42ZLSUlBWFgY7t27h6tXr+LUqVOSoIN8sEAXV65cEd/v3r1b4TpQRj6YpCqwpE5oaKj4vkSJElr9Q7pUqVI6HycxMRGPHz/G3bt3ceXKFYXgq6Y6U3fPfS10vS50fU6VKlUK9vb2ePv2rcK2mJgYhIeHi8urVq3C3r17NeYZHR0tvs/N9ZOTpkCggcH//zNaU4Mr+UChfNDt5cuXePXqlbisrqe3vMDAQKxevRqA4jNWnqenp05Bw9q1a2tMY2dnBy8vLzx58gRA1vNIvre+PE3PVAAqG5Xkd91cu3ZNrPuSJUtKGmSoIt+gJCf5hnEpKSlqRzhQJjU1FQ8fPlTZaEDTiCvyvbgBiN/V2fL7GTx8+HD89NNPAIAzZ86gUqVKKFmyJJo0aYJGjRqhXr16CmXSVePGjVG6dGk8fPgQgiBg2rRpmD17NgICAtC4cWM0atQIvr6+WvcQ1yQqKkp8b2lpqTFgLH9+ORtb5DdLS0vJsqpGELqQb1yTM39tmZubi41ecl5zqsj3ppcfMcLc3Fx8r21e+Z1fzp7+qka0kCffGLNo0aLo3bs3WrVqhYYNG4r3WXbDFPng/rJly8Tfud99953akaby6v79+2jUqBFevHghrhs9ejSGDx+eq/x27dqFrl27is9oAwMDbNu2Df7+/lrnYWlpCT09PfH3w/Pnz8VGE6qoayCQPSqAppGBqPDI/juHnylpg9eLlJOVS57zKFupzL+2PuWvF/b6p/8aBv+JiIiIvlIvX74U32f3TNakWLFiWuevLkAaGxsrvnd2doaRkZFWecoP0ymfB5AV/B82bBgAiA0EsmUHUR0dHVG+fHk4OjqK23L25D18+DCArKCaNr0ataFrD6y8Dq0HaA7wZJP/7OUDYrpITEzE/v37ERwcjNDQUDx9+hTR0dFqzyM35/jx40dJoDjn56wNZUFhTV6/fi2+1/Ze0eT9+/fYs2cPzp07h4cPH+Lp06eS4yijqc607SX3peT1ukhNTZUMUa1t3bu5uSn9nHPWr7YNmeTl5vrJSZfnQW6n/8j5fNT22a3uGStP12tNl+dRdvBf3fMoL8/U/K6b/P4ulb9O379/j5UrV2qVpzx116mmQHrOALh83X2OZ/CPP/6IO3fuYOfOneK6sLAwhIWFYdmyZTAwMEBAQAC+/fZbdOzYMVfPYH19fezbtw+NGjUSg35paWk4c+YMzpw5g4kTJ8Le3h5NmzZF27Zt0aJFC61/lygjP/S9No3w3N3dcf36dQDAs2fPNKZ3cXFR+xzt1asXNm7cqHRbzmsvJiZG4/E0kb8HNAVdVbGwsBCD/9o2gJBPJ9/owMLCQnyfmpqq9TC82uSXm7IZGBjk+lluZ2eHHTt2oFy5ckhPT8f79++xc+dO9O/fH0DWKCk//PADgKzP9rfffsvVcbSR3Vg2+3MCshrvLFiwIFf5/fbbbxg7dqwYtDcwMMCWLVskDXK1IZPJYGVlJZYrt1NPEBGRIhdPJ3hV9sDT2xG52t/EzBi+jTWPYkVEhQ+H/SciIiL6SskHL7TtwSn/D1BNVM3tDEAcmhSQ9qjSRD5tzqFrPT09Ub58eQBZgYOIiAgxXXZPyqCgIMhkMjg7O4u9pO/evSsGGLODsEDWcNt57W2YTb4n75eibe87+c9J/h+62lq5ciXc3d3RtWtXrFy5EmfPnsWLFy8kgYlixYphwIABWvV8Uyc/eijm5p/C8sEqdde1NjIzMzFjxgy4ubmhb9++2LBhAy5evKgQmPb29hb/ua+tvJYtP+XHdZEzSJvX51RBXT85fYnngfwz1sTEROuhqtU9Y+Xpeq3l9/MoL3WY33WT39+ln/s6zcuw5Z+jbPr6+tixYwf+/PNP1KlTR6HxQXp6OoKDgzF69Gi4u7tj6NChSE5O1vm4ZcqUQUhICH766Se4u7srbH/79i22bNmCNm3awMvLC3/++afOx8gmP0e8Nr+b5HvDPXz4UO20DXlVrlw5SSBcfnSV3JIfDaJixYq5ykN+xAx1DY/kyTdckJ8uJefoG9rk9+nTJ0nAXlV+uSmbk5OT2mlKNPH29pZM13H+/HkAWb8nevbsiaSkJADAmjVr8u13a06bN29GkyZNJM/l8ePHi6No6SIjIwNDhw7F6NGjxcC/sbExdu/ejQ4dOuSqfPL32ee8f4iI/ov+N1D9FIbqBHUKhIWN9v/vIaLCg8F/IiIioq+UfJBCXZBHnrbpNJH/J50uecoHDZQFn+TnPc7ukXjmzBlx+NV69eqJ2+vXrw8gq1fjmTNnAPz/Xv8A8L///U/rcn2NtP3np/w/u3VpiAEA06ZNw8CBA8XGE3p6evDx8UGvXr0wZ84c7N+/H5GRkYiMjMTvv/+e5yGVc37m9+/fhyAIOr20GaI6J/l6yU3QSV6fPn0wefJk8Z/1hoaGqF69Ovr164f58+fj77//xqtXr/Do0SPMmDEjT8cqKPl1XeQMpOb1OZXz+klOTtb5+tFmmoCvQc5ASEaGdnNtanrG5taXeB5pK7/rJr+/S+Xz7tixo87XqCAIaNWqlVbl0NXnfAa3a9cOZ86cQXR0NDZs2IBu3bopTHuRkZGBZcuWoV27drkqv5WVFWbMmIGIiAjcuHEDs2fPRsOGDRWeNS9evEDHjh2xY8eOXB1HPj/5hgCqNGrUSJI++zfJ52BiYoI6deqIyydPnsxTfqGhoZLGaw0bNsxVPmXLlhXfy0+boI780O2enp7iexsbG7i4/P9hirXJTz4vfX19yQgJ8mV7/vy5ViMXqSpbblWoUEF8nz0qSmRkJC5evCiub9KkCWQymdJXzqlS5LdNnTpV7bFnzJiBHj16iEPzy2Qy/Prrr5g9e7bO55GcnIxvv/0Wy5YtE9dZW1vj6NGjeZpqS/47RpcpaYiISLMG3WrD0k77TiDZ9PRkaDUkf0ZSJKKvD4P/RERERF8p+X+Mqpv7Up783Nd5IT/s/uvXr7We4z67Nz8gLX+2b775RnyfPdT/qVOnxHXywX/599lD/x86dEhcl5d/Qn4NtB3CX/6zV9YbUpXbt29j+vTp4nLr1q0RFRWFGzduYP369fjxxx/RsmVL8R/oqampeQ6cW1tbS3qtahomP7/I9/qTH95YHWXBzoMHD2LDhg3i8sCBA/HmzRtcunQJq1atwpgxY9CsWTOxx2FuRmIoaPl5XdjY2EiGSs7rcypnb9Avdf0UBPlnLKB9ME3TMza3PvfzSBf5XTf5/V0qf51+bdfol3gGOzs7o2fPnti8eTOeP3+OkJAQzJ49W3I9/P333zh27FiejuPj44Px48fjn3/+wfv373H06FF89913Yq94QRAwbtw4neaMzyY/0oU2w8TXrFlTEmxetWqVzsfURadOncT3p0+fRkhISK7zWr58ufje1NQUzZs3z1U+2SM3AdCqPPHx8ZL7KOeIA7rmFxoaKr4vWbKk5LunZMmS4gg1SUlJWk3NIJ9fzrIFBwdjyZIlGDVqlNaNL+RHDviSwe1Ro0Zh8uTJ4rKRkRG2bt2KUaNG6ZxXQkICmjRpgr/++ktc5+rqirNnz6Ju3bp5Kqd8gyptR5ohIiLtmJqbYNLO0TA00m3krX6/dEdJn+KaExJRocTgPxEREdFXyt/fX3x/7do1rfbJj+FhgawhbrMDCKmpqVrnK9/DSb4nVraAgADY2dkByOrNJggCgoODAQBFihRBmTJlxLRBQUFij+NTp04hMTFRTFuhQoV86alVkG7evCkOp6pO9pQIAFCtWjWt89+wYYOYv6enJ3bu3Kl2Lubw8HDJsjY953LS09ND5cr/f87AS5cuabXf8ePHsXv3bly/fh3v37/X+bjyxwwLC5MMG65K7969YW5ujvLly4vDR69bt07cXqtWLaxYsULt3OX5UWdfWn5eFzKZTHJNavOcioyMxJs3b5RuK1asGBwcHMRlba+fffv2Yf/+/bh9+7bW8z0XtKJFi0qGrc4eJloTTc/Y3Mqez1yd169fSwLsujyPdJHfdSP/Xfrs2TOFOe2VUfed5+PjI76/fv26VsHnDx8+YO3atThx4gSePHmi9WgGuvocz+CEhARcv34djx49UrpvuXLlMH78eFy/fl0SIM9utKetFy9e4OTJk0obZhkbG6Nx48ZYu3Yt/vjjD3F9VFSUOBWQLuTLGRsbq7GBo56eHoYPHy4u7927V+u6zY0uXbpInoUTJ07MVT5hYWFYv369uNy9e3fxN5iuatasKb4/d+6cxvRnz54Vvy+8vb0VGivpml/27z8AkpERgKyRAPz8/PItv4ULF2L48OFYuHAhtmzZojEvQNqYILshjKWlJQYMGKDVq0uXLpL85LepetaOGTMGCxcuFJeze+jLNx7RVnJyMpo3b46zZ8+K6ypUqIBLly7leqqIbO/fv5c0IvxcDceIiP7LfOpXxLT9P8DMUnMDNJlMhgHze6Dd6MI9kiIRqcfgPxEREdFXSr531rFjxzQGLC5cuKAQqMstCwsLyT9S165dq3GfJ0+eSP7Znz1svzx9fX00bZo1tFxMTAwuXLiAGzduAJD29AcAOzs7MYhx79497NixQ/wHvbpe/3kduv5Lefv2rTj1gSpXr17FgwcPAGTNod2kifbz+T18+FB87+fnp3EO7l27dkmWlQWntKlb+Xlv5QPNqiQlJaFbt25o164dqlWrlqthaitUqCD2xs3MzNQ4F3RaWhqOHz+OpKQkhIaGikEJ+TqTD0yook2d6epzX7/5fV3IP6e2bt2q8fjygbucZDKZ5DmgzXMnOjoanTp1wrfffosqVapg48aNGvf5Wuh6rh8+fJBc28qesbl15MgRjSNZbNq0SXxfsWLFzxrAyc+6KVGiBEqVKgUgq/HKtm3b1OYlCILaa7l27dowMjICkBUY37lzp8byrV69Gn379kXDhg1Rrlw5rRoo5VZ+PoMnTZoEKysrVKtWDT/++KPafBwcHCT1rss5uru7w83NDQ0aNNA4YkDbtm0loxvkpi5Lliwp5pGZmanV6BJDhgyBl5cXgKxrpEuXLpJ547X14cMHSaBYGTMzM8ycOVNc3r9/v85ztycnJ6NLly7iFDaWlpaSHuK6CgoKEhskPH36VGPjB/mgubLfbPJTQ+zdu1cspzLp6emS+0xTfpoC9g8ePBB/exobGyv8tgoICBDf79mzR+N0IdkNV7Jl52dvb4/ff/9dq9esWbMkecpvkx81K9uKFSvw66+/isvOzs4IDg5GUFCQ2rKq0qtXL0mjiYCAAAQHB8PNzS1X+cmTbzRmbm6uMF0IERHlD78mVbD67gJ0/L4VbBytFLYbmxqhSa96WHb1Zwb+if4DCsd/RomIiIj+g2rWrIkqVaoAyJpjduTIkSrTpqSkYMSIEfl6/CFDhojvN27cqDZQnZaWhn79+olBBldXV5VDy8r/E3PGjBlir8mcwX/g/wdwBEGQzHn6v/+p/mM1e0hgAFpPV1BQxo4dq3JI9ZSUFMln0KZNG0lvWE2yh8AFshpPqOuVfuvWLYV/PCurO23qduDAgWJQ5cGDB5Ih5pWZNGmSODS1np4eevfurTa9Mnp6eujXr5+4PHXqVLUjCCxduhSxsbEAsnq/BwYGApDW2d27d9Ue88iRIwpByfy43j739Zvf18V3330n5nn9+nW1gdrw8HDMnTtXbfnkr/l//vlHMg2DMsOHDxfn7DY3N0fHjh3Vpv+ayJ/rqVOnNAa5hwwZIs5rb2Zmhq5du+ZbWZKTkzF27FiV2589eya5FgYNGpRvx1Ymv+tm8ODB4vvp06ernebg119/lTSSycnGxkbSS3fs2LFqpxuJiIiQ1F3r1q1ha2ur+mTyKD+fwfKNoI4cOSI2RlNGEATcunVLXC5durTWZa5Ro4b4fvHixWobLNy+fVtshKSnpwdvb2+tj5PNyMhIMuz87du3Ne5jamqKDRs2iA0/wsPDERgYiHv37ml93ODgYPj7+2s1mlK/fv0kv6NGjRqFefPmaXWcd+/eoVGjRpLj/Prrr3kKuurr60vuqxEjRigdpQEATpw4IQbr9fT00L9/f4U0lStXFht4vn//Xm3jkhkzZogNNDw8PNCsWTOFNB06dBCnAjh69Cj27NmjNK/09HQMGTJE/O5r3769wpQzXbp0ET/nuLg4ye/PnDIyMtC3b1+xLry9vdG4cWOV6fNDSEgIRo8eLS47OTnhzJkzqFSpUq7yW7t2raRxRUBAAI4dO5Zvzyn5+8vHx0cyRQIREeUvJ3dH9P25G7ZE/o5pe7/H8GV9MWTxdxi/ZQS2PV+JsesGw7uqV0EXk4i+BIGIiIiIvlonT54UAIivPn36CPHx8ZI0kZGRQr169STpAAjr169XyE9+e3h4uNpjp6WlCX5+fmJ6U1NTYc2aNUJmZqYk3bNnz4SGDRuK6WQymXD06FGV+b57907Q19dXKG9YWJhC2r/++kshnbOzs0IZ5IWGhopp9fX1haioKKXpPDw8xHSnTp1SWxeCoFvdqXLq1CmF86lTp44QEREhSRcVFSX5TM3MzITHjx8r5NezZ08xzZQpUyTb5s2bJznOuHHjhJSUFEmapKQkYfny5YK5ublCuXbs2KFwvL///lvc7uDgIHz48EHpeY4YMUKS14gRIxSu27i4OGH06NEK13duvXnzRnBxcRHzqlSpknD37l1JmoyMDGHlypWCgYGBmG7Dhg3i9iFDhkjKs2jRIiEjI0OSx/v374UZM2ZI8sh+Xb58WZI2PDxcsl0bHTp0ENP3799faZr169eLaerWrauw/UtfF1OmTBG3GxgYCIsXL1aot/Pnzwvu7u4K+Sm7l1q1aiW5h2fNmiV8+vRJkubly5dC165dJXnNmDFDaX1pQ12d5VS3bl21z1ld0rZu3VpyrnPmzFH4PGJiYoROnTpJznXVqlUKeWm6LnKS/9yyX4MHDxY+fvwoSXfhwgXJZ1e+fHkhNTU1T/UiCJqfwflZN58+fRJKly4tpilVqpRw/fp1SZq0tDRh9uzZgkwmk+SnrC7Dw8MFGxsbMY2np6dw+vRphXSnT58WvLy8JN+jDx8+1LkuctJ0D+XXMzgjI0Pw9vYWt5csWVI4d+6cwvGSkpKEAQMGiOnMzc2FmJgYSRp199iZM2ck5ejZs6fw5s0bheOEhoYKpUqVEtN16NBBY12pMmzYMDGfCRMmaL3f9u3bBUNDQ3FfQ0NDYeDAgcLt27eVpk9JSREOHDggtGjRQuF+s7KyUvpMzRYXFyf4+/sr/GYIDg5W+jsoPj5eWLZsmeDo6CjZ5/vvv1d7Tjm/q1Tdv7GxsYKdnZ2YrnHjxgqf08GDBwVra2uN32OCoPib6Pvvv5c8W9LT04VZs2ZJ7smtW7eqzE/+mWZmZqaQNi4uTmjTpo2YxsTERHjy5InSvMaPHy8p25QpUxS+hyIiIoQmTZqIafT09IQjR46oLJ86uvxeCAoKkjwbld2T2oqLi5N8Xm5ubgr3bl7J32uTJk3Kc36urq6Cq6trPpSMvha3b99W+QwlyonXC+lC/nrh9wf916gf45GIiIiIClS9evUwYcIEcRjetWvXYseOHahXrx4cHBwQGRmJ4OBgpKWlwcDAAJaWlmKPZ03DeWtiYGCAP//8E7Vr10ZUVBSSk5PRt29fTJ48GYGBgTA3N8fTp09x4cIFsfe+TCbDzJkz1fZ6srW1RUBAgGRe0WLFiqFEiRIKaevUqQMDAwPJnMotWrRQ22vI09MThoaGSEtLQ0ZGBgIDA9GwYUMkJiZi7dq1MDc3z0115DsTExNkZGQgODgY3t7eqFu3Ltzc3PD8+XOcOXNG7GGtr6+P9evXo2TJkjrl369fP8yfP1/s0Tlv3jxs2bIFvr6+sLOzQ3R0NK5cuYL4+HhxH2tra3FZ2bzs2UNnA1nzJFevXh0BAQFIT0+X9NCeN28e7t27hxMnTgAAFi1ahDVr1qBOnTpwdnbGixcvFI7t6+ur87DG8hwdHbFt2za0aNECSUlJuHPnDipXrgx/f3+ULl0aqampuHDhgmT42R49eqBnz57i8ujRo7F+/Xpx+OERI0Zg0aJFqFy5MiwtLREVFYVLly6JozXo6+vD1NRUnGde1Vz2upCv41WrVuHly5dwdHREQEAA+vTpk+f8P8d1MWHCBAQHB+PUqVNIT0/H8OHDMXfuXNSqVQvGxsYICQkR55R3cnKS5KHsObVhwwbUrVsXd+7cQUZGBiZOnIj58+ejTp06sLW1RUREhORzALKeCxMmTMhz/Xxp69evR1hYGO7evYuMjAyMHz8e8+fPR+3atWFra4vnz58jODhYHN0AAPr37y8Z6SI/WFlZ4cOHD1i+fDm2bt2KevXqwdraGiEhIZLew46Ojti1a5dkhIrPJT/rxtjYGFu2bEG9evWQkJCAR48eoVq1avD390fZsmWRmJiI4OBg8b6Qv06VXaOenp7YsmUL2rZti0+fPuHZs2cICgpCuXLl4OPjg4yMDISGhuLOnTviPnp6elizZo3kHv9c8usZrKenh1WrVqFRo0ZIT09HWFgYatWqhYoVK6JkyZKws7PD69evce7cOcm0Eb/99ptkznpN6tSpg759+2LNmjUAskYb+vPPP+Hr6wtPT0/IZDI8evQIV65cEUcFKFq0KH755ZfcVhGaNm2KJUuWAMgaXUJbHTt2hLOzM3r06IGoqCikpaWJw7O7ubmhcuXKcHJyQnJyMp4/f467d+9K6jlb69atsWTJErW98a2trXHixAl899134rQWwcHBqFOnDlxcXODj4wNnZ2fxWFeuXEFaWpq4v7GxMX7++We1I0fpInsY+06dOiEzMxPHjh2Dh4cHGjRoADs7O9y5c0cy+kP58uWxYMEClfkFBQVh2LBh4ufwyy+/YOPGjahbty709fVx7tw5yZQMPXv2ROfOnVXm9+OPP+Lw4cO4cuUKkpKS0KVLF8ycORO+vr5ISEjAiRMnxBFCAGD58uXiVA45TZs2DTdv3sSRI0fE5RUrVqBOnTqwtLREeHg4zp8/L9a3TCbDwoULdZqeKTcuXbokmWKrSJEi2Lx5MzZv3qx1HrNmzRJHO1ixYoXk+ixatCh++uknrfOyt7dXGCEoJ/kpEbKn/iIiIiKiz6ygWx8QERERkWZTp05V2tM4+2VlZSXs27dPqFGjhrhu586dCvnI76Nt7/WXL18KjRo1Unns7Je9vb1w8OBBrfKcO3euZN8ePXqoTCt/TgCEffv2acw/Z2/G7NfFixfFNAXd89/Dw0PYu3evYGlpqbJOnZ2dhUOHDqnMT1Nv5WvXrglFihTR+Nk5ODgIO3fuFMaNGyeu69q1q9Jjyveak3+9fPlSki41NVUYMWKE2us2+9WhQweFXqm5deXKFaFkyZJqjyeTyYSxY8cK6enpCvsfPnxY0gtO1cvT01M4efKk0L59e3HdxIkTJXnlpud/RESEpEdx9qtJkyZimrz0/BeEz3NdJCQkSHpqK3t5e3sLd+7ckaxT1rtXEAThw4cPQufOnRV6Yed86enpCUOHDlXaE10XBdXzXxC0P1czMzNh9erVKo+Vl57/PXv2FCZOnKi2DL6+vsKjR4/ypV4EQbtncH7VTbbz589Ljqvs1adPH2Hp0qXicvPmzVXmd/HiRUlPdFUvZ2dnYf/+/XmqC3nyeav6PsrPZ/DBgwcFBwcHjfnY2toK69atU5qHpnssPT1dGDx4sMbPGoBQo0YN4cGDBxrrSZ20tDTxnPT19YV3797ptH9CQoIwefJkreol+2VoaCh069ZNYdQJbezcuVMyeoW6l0wmE1q1aiXcv39fq7y17fmfbfv27Rq/J2vVqiW8fv1a47EzMzOF77//XumIUPKvQYMGKf3OzikuLk5o2rSp2ryyR7LS5NOnT1pdk05OTlr9NlVH298Lqn7f6vKSf2ZUrVo1T3l5eHioPa/nz5+LaYsXL6525C5tsefmvw97cpMueL2QLtjzn/7L9EBEREREX70pU6bg9u3bGDlyJMqVKwcrKyuYmpqiTJkyGDduHB48eIBWrVpJekDa2Njky7FdXFxw7NgxnD59GgMGDEDZsmVhbW0NAwMDODk5oXHjxliyZAnCw8PxzTffaJVnznT16tVTmbZ+/friexMTEzRq1Ehj/vPnz8fixYtRpUoVWFpawtDQEK6uroiJidGqfF/Kt99+i7t372LEiBEoWbIkjI2NYWVlhcDAQPz2228ICwuTzPmrK19fX9y7dw+zZs1CzZo1YWNjA319fVhYWMDLywstW7bEokWL8PTpU7Rv315yrAMHDijtrbht2zZMmzYNZcuWhZmZGYyMjODp6YkXL15I0hkaGmLhwoV48OABJk6ciBo1asDJyQmGhoawtLRE+fLlMWDAAFy8eBE7duyAlZVVrs9Tnp+fH+7fv48NGzbg22+/RbFixWBsbAxzc3OULVsWgwcPxt27dzFv3jxxXmx5TZs2RUhICMaPH4+qVavC0tIS+vr6sLKyQunSpdGuXTusW7cODx48QL169SR1tmXLFnEu6txyd3fHpUuX0KlTJxQpUkQc0SOv+cr7HNeFhYUF9uzZg6NHj6Jr164oXrw4TE1NYW1tjerVq+PXX3/FnTt34OHhIdnP2tpaaRktLS2xdetW3Lx5E6NHj4aPjw/s7e1hYGAAa2tr+Pj4YOTIkbh9+zaWLFnyRXqify7Z53r9+nWMGDEClStXhp2dHfT19WFnZ4c6derg559/xrNnz9C3b9/PVo6ZM2fi3Llz6NixI4oWLQpDQ0M4OTnhf//7H3bu3IkrV67kan71vMjvugkICEBISAgWLlyIunXrwtnZGYaGhihSpAjatWuH48ePY82aNZL7Td13aY0aNRAaGoqtW7eiU6dO8PLygoWFBYyMjODi4iJ+Pz569AgtW7bMjyrRWn4+g7/55hs8evQIixYtQtOmTeHq6goTExMYGxujWLFiaNiwIRYuXIjHjx+jd+/euSqvvr4+li1bhps3b2LUqFHw8/ODnZ2deM+XLl0aPXv2xP79+3HhwgWULl06t1UDIGtEh+w57DMyMrB3716d9rewsMC0adMQFRWFAwcOYPDgwQgICICzszOMjY1hYmKCYsWKwdfXF/3798f27dsRHR2NzZs3o2rVqjqXt3379ggNDcXx48cxdOhQ+Pv7w8HBAYaGhjA1NUWxYsXQrFkzzJ07F48fP8a+fftQpkwZnY+jjY4dO+Lhw4eYOnWqOGqMoaEhXFxc8M0332D79u04c+YMnJycNOYlk8kwd+5cXL9+HUOGDEHp0qVhYWEBExMTeHl5oUePHrhw4QKWL1+u9Ds7J2traxw+fBgHDhxAhw4d4OHhIf4GqFSpEsaOHYvQ0FCtRtIxNjbGsmXLcOfOHQwdOhQVKlSApaUljIyMULRoUTRt2hRLly5FeHg4WrVqpVXd5dWDBw++6vxy2rVrl/i+R48eakfuIiIiIqL8IxMEQSjoQhARERFR/vDw8EBkZCQA4N69eyhfvnwBl4jknT59Wmzo4OHhgWfPnhVsgYi+sPDwcHGYZQcHh6+uQc5/ydSpUzFt2jQAWcNpy0/d8V83ZcoUTJ8+HQAwduxYzJs3r4BLRJ/D06dP4e3tjczMTNSvX1+cJoGI8oe/vz+uXr0KY2NjREREwNnZOc95urm5AQCeP3+e57zo65A9RU6lSpUKuCRUGPB6IV3IXy/8/qD/mrxNBEtEREREn82jR4+wceNGeHl5oWLFivD391eb/sWLF+IfMsbGxl9kXmEi+m87dOgQbt68CS8vL1SvXh0lSpRQm/7SpUvi+4oVK37u4hEBAKZPnw5ra2t4eXmhQYMGMDMzU5ue1+l/g5eXF9q1a4edO3fi1KlTePToEX87EeWTGzdu4OrVqwCyev3nR+CfiIiIiLTD4D8RERHRVyo9PR2zZ88GAJiZmeH169ewsLBQmX7GjBnIzMwEANStW7dQD4NNRIVDREQEJk2aBACoU6cOzpw5ozJtSkoK5s6dKy5rM4UHUX7466+/xCDUunXr1A5Nf/HiRRw7dgwAoKenhwYNGnyRMlLBmDZtGnbv3o2MjAwsXrwYS5cuLegiEf0rLFq0CEDWlF3ZvxOIiIiI6MvQK+gCEBEREZFyZcuWhbu7OwAgKSkJnTp1UphXHQDev3+P0aNHY+XKleK6MWPGfLFyEtF/V+PGjcU5fIODgzFp0iQkJiYqpHvy5Am++eYb3L59G0DWvMzazLlMlB+aNm0qvh83bhxOnjypkEYQBBw4cAAtWrQQ13Xs2BGurq5fpIxUMMqUKYO+ffsCyGoY8urVqwIuEVHhFx4ejm3btgEAhg0bhmLFihVwiYiIiIj+W9jzn4iIiOgrJZPJ8Msvv6BTp04AsobX9vT0RI0aNVCsWDHo6enhxYsXuHLlCpKSksT9xowZg8aNGxdUsYnoP6RkyZIYOHAgVqxYAQCYOXMmlixZAj8/P7i6uiIpKQkRERG4evUqBEEAAOjr62PDhg1wcnIqyKLTf8ioUaOwdu1aREdH4+3bt2jQoAFKlSqFsmXLws7ODq9fv0ZISAgiIiLEfUqVKoUlS5YUYKnpS5kzZw727t2LN2/eYM6cOWKPZSLKnenTpyMtLQ3u7u6YMmVKQReHiIiI6D+HwX8iIiKir1jHjh2RnJyMESNG4MOHD0hPT8e5c+eUpjUxMcGsWbMwevToL1xKIvovW7JkCYyMjLBkyRJkZmYiPj4ex48fV5rW1dUV69atYwMl+qJsbW0RHByMDh064MaNGwCAR48e4dGjR0rTt2jRAuvXr4e9vf2XLCYVEFtbWyxfvhzt2rXD77//jiFDhqBUqVIFXSyiQunWrVvYtGkTZDIZVq1aBXNz84IuEhEREdF/Dof9JyIiIvrK9erVC0+ePMGCBQvQqFEjFClSBEZGRjA0NISTkxPq1q2LWbNmITw8nIF/Ivri9PX1sXDhQoSEhODHH39EjRo1YG9vDwMDAxgbG8Pd3R0tW7bE6tWr8fjxYwb+qUCUKFECV69exb59+9C1a1eULl0aFhYW0NPTg6WlJSpWrIgBAwbg7Nmz+Ouvv+Do6FjQRaYvqG3bthg4cCBSU1MxYsSIgi4OUaE1bNgwZGZmYuzYsWjSpElBF4eIiIjoP0kmZI+9SERERERERERERET0FXJzcwMAPH/+vIBLQvnlzp07AIBKlSoVcEmoMOD1QrqQv174/UH/Nez5T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERERERERERERERERFTIMfhPRERERERERERERERERERUyDH4T0REREREREREREREREREVMgx+E9ERERau3nzpsptnp6ekMlkkMlkOH369JcrVD7q1auXeA5Tp079osdWV7eUdwkJCXjy5InSbRs2bBA/96CgIIXtBXld/Nf9G54rn0tQUJBYNxs2bCjo4hQahf1ZO3XqVPFz79Wrl8J2Tc+zbJmZmVi1ahVq1aoFZ2dnGBoawtraGhUqVMCdO3fEdFeuXEGXLl1QvHhxmJqawszMDB4eHpg9e/ZnOLt/p7x8/3xO//bfdLkRFxcHd3d3yGQybNu2Tev9bt26henTp6N58+YoXrw4rKysYGhoCCcnJ5QrVw5t27bFihUrEBERkecyvnnzBuvXr0eHDh1QoUIFODk5wdDQELa2tqhQoQK6d++O7du3IzExMc/H0uTs2bPo3r07vLy8YGJiAltbW1SsWBHjxo3Dw4cPdcorIyMDW7duRYsWLeDi4gJjY2O4uLigZs2aWLBgAd6+fatTfvHx8Zg3bx5q1aoFW1tbGBsbw93dHc2aNcOWLVuQlpamdV5paWn4448/0LJlS7i6usLY2BiOjo7w9fXFxIkTdT5XVY4fPw49PT2Vz3dd3L59G/r6+pDJZHj27JlO+758+RKTJk1CjRo1YG9vDyMjIzg5OaFu3bqYO3cu4uLi1O4fGhoKQ0NDmJiY4O7du7k/CSIiIiLKNYOCLgARERF9/V6+fIkxY8bg4sWLCA8PL+ji/Ks8evQIQ4cORWpq6n/qH+xf0rZt2zBmzBjMnj0bJUqUKOjiEFEBiI+Px08//YQVK1YgPT29oItToARBQJs2bbB//37J+g8fPiAkJARFixYFAOzcuRNdu3ZVqK/IyEgYGRl9sfIWZl/j9w9/06k2cOBAREVFISAgAJ07d9aY/ujRo5g6dSouXbqkdHtMTAxiYmJw//597NmzB/r6+ujevTumTJkCT09Pncr27t07zJ49G8uWLcOnT58UtsfFxSEuLg4hISH4448/YGdnh9GjR2Ps2LEwNjbW6ViapKWlYdCgQVi7dq1kfUpKCuLi4nDv3j0sXrwYM2fOxLhx4zTm9/LlS7Ru3RqXL1+WrH/9+jVev36NS5cuYd68edi4cSOaNGmiMb9z586hY8eOiI6OlqyPiopCVFQUjhw5goULF2Lbtm0oWbKk2rzu37+Pjh07KgSxY2NjERsbixs3bmDu3LkYO3Yspk+fnutnY3x8PL777jsIgpCr/eUlJyejZ8+eyMzM1HnfNWvWYNiwYQrXWPa1HBwcjJ9//hkbN25Ey5YtleZRrlw5DBo0CEuWLEHXrl1x9erVfL8GiYiIiEg9Bv+JiIhIrdDQUNSoUQMJCQnw8PAo6OL8q5w4cQLNmzdHamoq6tatW9DF+Vfq06cP1q1bV9DFIKICFBsbiwoVKuD169cFXZSvwvbt2yWBfw8PD9SsWRP6+vpITU2Fg4MDEhMTMWjQIDHwb2xsjIYNG8LJyQkxMTGoVatWQRW/0Pgav3/4m0613bt3Y8eOHQCAX3/9VW3alJQUDBgwABs3bpSsNzIyQtWqVVGkSBHY2tri/fv3ePr0Ke7cuQNBEJCRkYENGzZg//79OHjwIAIDA7Uq29WrV9GyZUu8evVKsr58+fLw9vaGnZ0dPnz4gLt374q90N+9e4effvoJ27Ztw59//omyZctqWxUadevWDTt37hSXy5Qpg2rVquHTp084efIk3r17h9TUVHz//ffIzMzEDz/8oDKv+Ph4BAUF4dGjRwAAmUyGgIAAeHt749WrVzh58iRSU1Px+vVrtGzZEsePH0ft2rVV5nft2jU0adIESUlJAAATExPUr18fjo6OePjwodhQ49q1a2jYsCGuXLkCJycnpXk9fvwYdevWRUxMjLjO398f5cqVw6dPn3DhwgVERkYiIyMDc+fORWRkJLZu3ap9RcoZMWIEoqKicrWvvPT0dHTu3Bm3b9/Wed+VK1di4MCB4rKZmRnq1q2LIkWK4Pnz5zh9+jRSU1MRFxeH1q1bY/fu3fj222+V5jVlyhRs3rwZd+/exbRp0zhaDBEREdEXxuA/ERERqfXmzRskJCQUdDH+laKiopCamlrQxfhXUzXUMhH9d3z8+JGBfzlHjx4V3wcGBuLkyZMKvVWvXr2Kd+/eAQD09fVx5coVVKpU6YuWs7D7Gr9/+JtOuY8fP2LkyJEAgHbt2qF69eoq06akpKBZs2Y4deqUuM7b2xtTpkxBy5YtYWlpqbDPy5cv8fvvv2PBggVITEzE+/fv0bBhQ1y/fh3lypVTW7bDhw+jbdu2SE5OBpDVwGDgwIEYM2YM3N3dFdI/fPgQc+fOxcaNG5GZmYmQkBDUqlULx44dg6+vrzbVodbatWvFwL+hoSHWrFmDHj16iNs/ffqEsWPHYtmyZQCACRMmoEGDBqhWrZrS/IYOHSoG/t3c3LBnzx74+fmJ26Ojo9GpUyecPXsWqamp6NixI8LCwmBmZqaQV0pKCjp16iQG/uvWrYvt27fDxcVFTHPx4kV06NABz58/R0REBPr166cwCgqQNUJK9+7dxcC/h4cHdu7cCX9/fzFNZmYmlixZgtGjRyMzMxPbtm1Do0aN0Lt3b+0q8//s379foSFJbnz8+BFdu3bFgQMHdN43IiJCvAcAoFGjRvjjjz8kDSMiIiLQoUMHXLlyBZmZmfjuu+9Qu3Zt2NvbK+Rnb2+P8ePH44cffsD8+fPRo0cPlClTJlfnRURERES60yvoAhARERERFaRevXpBEAQIgsCpF4ioUNPmeSbfEKJt27ZKh6mWT1O+fHkG/j+Tr/X759mzZ2K5goKCCro4n92cOXPw/PlzyGQyTJs2TW3aIUOGSAL/AwcORGhoKLp27ao08A8ARYoUwbRp03D16lVxWo1Pnz6hX79+aod5f/LkCTp37iwG/j09PXHlyhUsWrRIaeAfAEqXLo1169bhyJEjsLa2BpA1CoCykQN0lZKSgp9++klcnjdvniTwD2T1tF+6dKk4Z31mZqZkH3m3bt3Cli1bAAB6eno4cOCAJPAPAEWLFsXff/+NihUrAshqSLF48WKl+f3+++9ioxt3d3ccPHhQEvgHgJo1a+Lo0aMwNzcHABw4cEDptA1HjhwRpyEwMjLC4cOHJYH/7DKPGDECP/74o7huwYIFSsumSmxsLAYMGKDTPsrcv38f/v7+uQr8A1m9/rOH+vf29sb+/fsVRkTw8PDA4cOHxfXv379XmPpB3tChQ+Ho6Ii0tDRJwwIiIsq9j3GJOLL+FLbO3oM/ZuzCwd+PITb6XUEXi4i+Qgz+ExEREREREf1HyM/lbGtrm+s0RP8GsbGxYjC5SZMmanvinzx5UhLs7N+/P1asWAEDA+0G1Sxbtiy2b98OmUwGALhw4QJOnDihNK0gCOjQoQPi4+MBAM7Ozjh//jwqV66s1bEaNWqEI0eOiI17oqOjMWzYMK32VWXPnj1iAwJ3d3cMHjxYZdrffvtNDLAfPXoUT58+VUizYsUKsfFDhw4d4OPjozQvCwsLSVB9xYoVStMtX75cfD9hwgSVjTHKlSuHESNGKN0v27Zt28T3HTt2VDttQv/+/cX3ISEhiIuLU5k2p0GDBomNrQICArTeL1tycjJmzpwJPz8/3L9/HwCUjoqgyZkzZ8T3/fr1g6mpqdJ0dnZ2kpEN1DVaMjMzE6cROHr0KM6fP69zuYiIKEv43Qgs6LsCnd0GYEGf5Vj/0zZsnLIDiwevRjfPwZjWbj5unwkp6GKSjqKjo9G3b18UKVIExsbGKFGiBH744Qfx9586AwcOhEwmQ7t27T5rGS9cuIBx48ahdu3acHFxgYmJCczNzeHp6Yl69eph5syZuHfv3mctA+UOg/9ERERERERE/xHqehrrkobo32DBggX4+PEjAKBv375q08rPXe/t7Y1FixbpfLzatWujVatW4vKmTZuUptu/fz9u3LghLv/xxx/iqAHaqlGjBqZMmSIu79q1S2kvd23t27dPfN+mTRsYGhqqTGtjY4NmzZpJji1PEARJL/VOnTqpPXbDhg3FHueRkZG4cuWKZPv9+/fF6QP09PTQoUMHtfl16dJFfH/w4EGFabgCAgLQuXNnVKpUSfJ5KZNzdIHo6Gi16bNt3bpVrJe+ffuiUaNGWu2XLSwsDKVLl8akSZOQmJgIIGvqhLNnz+qUD5DVCCabm5ub2rReXl7i+zdv3qhN+91334mNXaZPn65zuYiICDix5SyG+P2II+tO4lNSisL2jPQMnNtzGWPrTcUfM3YpyYG+Rq9fv0bNmjWxdu1avHr1CqmpqXj69Cl++eUX1KxZU5yCTZmwsDCsXbsW+vr6mDlz5mcp3/nz51GtWjUEBgZi/vz5OHfuHF6/fo2UlBQkJSUhIiICp0+fxqRJk1CpUiV06NABL168+Cxlodxh8J+IiP6zHj9+jFGjRqFixYqwsLCAubk5ypYtizFjxiA8PBwA8PPPP0Mmk0Emk2HDhg0KeWRvq1KlCgDgxo0baNKkCSwtLWFvbw8/Pz+V/+i4dOkSBg0ahIoVK8LGxgYmJiZwc3NDkyZNsHjxYvEfkTlNnz5dPG7z5s3VnmOXLl0UyqjKiBEjxLTz5s3D1KlTIZPJUK9ePTFNRESEmCb7HznqnD59Gj169ICnpydMTU3h6OgIX19fzJgxAy9fvtS4vzb5Z5clu2dJTEwMJk+ejAoVKsDS0hLm5uYoX748RowYgcePH+f5mNkePHiAadOmoX79+nB3d4eFhQVMTEzg4uICf39/jBs3DqGhoUr37dWrF2QymaTnzJkzZ8Rz8fT0VHncyMhITJkyBdWrV4eTkxOMjY3h4uKCOnXqYM6cOXj79m2+nWO29PR0bN++HW3btoWHhweMjY1hbm6OUqVKoWfPnloPVXz16lWMHz8egYGBcHNzg5mZGczMzFC0aFHUrl0bkydPRmRkpMr9nz17JtbRt99+CwA4ceIEAgMDYWZmBicnJ9SqVQvLly8X08n3ZOrdu7e4furUqeL6DRs2iOvzOrxxXq4LZU6fPo1u3bqhePHiMDY2hp2dHfz9/TF37lzxGdG0aVOx/M+ePVObX2hoKL7//nv4+PjAwcEBxsbGcHV1RePGjbF48WLxn8f5KTk5GWvWrEGLFi1QtGhRGBkZwcrKCuXLl8egQYMkwQ1t5NdzJbfP4Gzy183ChQsB4P+xd95hUR3f/38vvYMUUUEkWLA37KCCDey9K02NGo29RWOPPXaNH8XejTH2Fo1ir9jFBhZULKggIEid3x/8dr73br0Li2g8r+fZ59ndOffM3LnT7pyZM3j//j3mzJmDOnXqoHDhwjAzM4Obmxu6dOmC/fv3S05bbGwsfv31V1SvXl3UP40bN06yUcHX15enLyEhAXFxcQgNDYWjoyOsrKxQtmxZDBw4UGWb8ezZM/z666+oV68enJycYGJigsKFC6NOnTqYOHEinj17JvlegBzXzkOHDkWVKlVgbW0NExMTFClSBM2aNcOKFSv4+cxyUlJSYGNjw9O/efNmSfHIjQzyOi5/Rj/88INITtiPqasznz59wrJly+Dv7w9XV1de/6pWrYpRo0bpVI+lkpqaiuXLl8PX1xf29vYwNTWFu7s7goODERERIUmHuvZM3qdraheFH3X9k7rxEJD39kXeN8pkMty4cQOfPn3CyJEjUaxYMVhYWKBkyZIIDg5WuYM4r89LVf+SmZmJ9evXIyAggOssUqQIGjdujBUrViAtTXnyFYDWfM5t//P8+XPMnj0bzZs3h7u7O2xsbHjdrFq1Kn7++We1hl1dx3Tu7u78f219fGRkJEaMGAEvLy/Y29vDxMQERYsWRcOGDTFr1ix+Zro6hGM5uWvwlJQULFu2DA0bNuQ7oVxcXNCqVSts2bIF2dnZGnVKJS0tDatXrwaQc0Z5mzZt1MpevHgRV69e5b8nTZoEMzOzXMXbt29fVK9eHePGjRPtGhcyb948/r1WrVpo0qRJruIaPny4yH370qVLVcoJ2wh1Y3yhUblx48Za427QoAH/fvz4cVHYo0ePuBcBAwMDUdlUhUwmg4+Pj1p9wrRVq1ZNq8eSChUqwN7eHgCQkJAgerZAzm66rVu34ubNm+jYsaNGXYrvF8WLF9coD+QcXyD3xODm5qbzcQEA8OLFCzx//pz/DgoKwu3bt1G9enWddQkXlsjfgzXFq+o6Vbi7u6NRo0YAgGPHjvEFGgRBEIQ0Tv91AXMClyIjPVOS/IbJO7B15t/5nCpCH0yYMAExMTEwMDDAoEGDsGnTJvz0008wMDDAvXv3MHr0aLXXTpo0CZmZmQgKCkLZsmX1nrY5c+agfv36/B3UxsYGnTp1wvz587Fp0yZs3rwZc+fOhb+/P4yNjcEYw86dO1GvXj29zrsSeYQRBEEQxHfIjBkzmLGxMQOg8mNhYcHWrl3LZs2axf9bt26dkh55WJUqVdi1a9eYpaWlkq42bdqIrnn9+jVr3bq12rjlHycnJ7Zjxw6lOK9evcplLC0tWVpamsp7zM7OZs7OzlxWJpOx9+/fq82TUqVKcdn79++zyZMna02jkBIlSvD/Dx8+zLp3767xWnt7e3bo0CEJT0s9J0+e5Pr69+/Prly5wlxcXNTGaWxszJYuXapWX1BQEJedPHmySplPnz6x3r17MwMDA635Y2BgwEaMGMGysrLUxqPqU6JECaV4s7Oz2bRp05iZmZnGa21sbNjq1avzkq0iLly4wMqUKaP1Xjt16sSSk5NV6oiLi2MtWrTQqkP+jH7//XeVep48ecLl2rZtyw4dOsQMDQ2VdAwZMkRrPMLnu27dOv5/w4YNleL9UuVCSFJSEuvSpYvWcnL58mXm7+/P/3vy5IlKfenp6WzQoEEq80v4cXZ2Zvv371ebLl05cOAAK1q0qMY4ZTIZGzx4MMvMzFS6Pj/alby2wXKE5WbhwoXs6NGjojZX1ScgIIB9+vRJY/pWr17NLCws1OooVKgQO3jwIGvYsCH/T1X/JAx/9uwZK1eunJIuBwcHlp6ezq9JS0tjY8eOZUZGRhrvw8TEhE2YMEFjGWaMsY8fP7JevXppzWt3d3d26dIl0bUhISE8vHnz5hrjYYyx1NRUZmNjw8vU48ePRc9I3UdVndmzZw8rUqSIxusMDQ3Zzz//LMq/vHDx4kVReVcV3/Tp00V9c1BQkJIede2ZlD5d6kexvOmrfRG2tVeuXBGVYfnHyMiIvX37VnSdPp6XYv/y+PFj5uXlpVGnh4cHe/jwoZIubfmnS//DGGOZmZlsxIgRzMTERNLz6dGjB0tNTRXpyMuY7uTJkyrTlZiYyEJCQphMJtOo19rami1ZskSlDsbEY7mhQ4eyiIgI0ZhU1cfLy0upHOSGLVu2cJ09e/bUKDts2DAua2ZmxlJSUvIcvzrevn0rut+wsLA86ROm3crKSuW7g2IZUeT9+/ei8OjoaK3xHjt2TFT/hezatYuHFS9eXNJ9TJgwgV/TtWtXUdjPP//Mw3r37i1Jn7e3N79mxYoVkq5RRY8ePbiepk2bSrpGOC7+559/GGNMa/uuiLzu1K1bl509e1YUJnxW6saGQsaPH8/lS5YsqbZ8JycnMzc3Ny47f/58rboXLFjA5UeMGKFVXhsuLi7MxcUlz3qIr4ebN2+ymzdvFnQyiG+E76m8fHyfyFpZ9mRNZJ10+jQ16MweXXtc0Mn/KhCWl6+p//j8+TMzNzdnANjEiRNFYSNGjODjTVVjths3bjCZTMZMTU1ZTEyM3tO2aNEi3m8bGBiwcePGsY8fP6qVj4qKYk2bNuXXVKtWTeXcDvHlkXYwGUEQBEH8hxg7dizmzp3Lf1taWsLPzw+Ojo6IiorC+fPnkZKSgj59+qg9e1KRtLQ0dO/eXeWuNqEby1evXsHb21u0o6Jo0aLw9vaGlZUVoqKicOHCBWRlZSEuLg5du3bF8+fPMXLkSC5fvXp1FCtWDLGxsfj06RMuXLiAhg0bKsV7584dfoYkADDGcPr0ab6jTUhUVBSioqIA5Lgx9fT0RI0aNdC/f3/ExsbyHatWVlbo2bOn1vzo06cP353q6uqKmjVrwsbGBrdv3+a7fD98+IDOnTvj1q1bIveRuSUmJgYtW7bk7idr1aqFcuXKIS4uDidPnkRqaioyMjLw888/IyEhAb/++qvOcWRlZcHf3x9nz57l/3l4eKB69eqws7PDp0+fcOfOHdy+fRsAkJ2djQULFqB48eJ8NxsA+Pn5wczMDA8ePOA76ooWLcp3nDk4OIjiZYwhKCgImzZt4v85OzujXr16KFSoEF6/fo0zZ84gKSkJiYmJ6Nu3L16+fIlJkybpfI9C/v33X7Rq1Up09nOlSpVQqVIlpKWl4erVq3wH8F9//YUPHz7g2LFjMDD4P+dSiYmJ8Pb2Fu30KV++PCpVqgRra2t8/PgR169f5+UvIyMDo0aNQsmSJVWWVTnv3r1DYGAgsrKylMK6devGd2Tu27eP7wb39fWFp6cnAKBGjRq5zBVl9FUu5KSnp6NFixaiXWxFixZF/fr1YWJiguvXr+Pu3bt49uwZmjVrplRe1OkTnivs5uaG2rVrw8rKCjExMTh37hw+f/6MN2/eoG3btlizZg2Cg4PzlC+bNm1CcHAw36Epk8lQs2ZNeHp64uPHj7h8+TJev34NxhiWLVuG5ORkrFu3Tq0+fbQr+miDVXHhwgWMHz8eqampMDU1hY+PD9zc3PD27VucPHmS72w/cuQIBgwYoNbN84oVK0RnKJuamsLX1xdFixbF8+fPcfr0acTHx6Njx458x6IUhgwZws8CFtKxY0futjkzMxMdO3bEgQMHeLiVlRUaNGgAZ2dnvHnzBqdOncKnT5+Qnp6OGTNm4O7du9i1a5eozstJTk6Gr68vrl+/zv9zdHSEj48PbGxs8OjRI1y8eBGMMTx9+hSNGzfGhQsXULFiRQBAYGAgLw/Hjh3Du3fv4OjoqPYeDxw4gMTERAA5brV/+OEHvH79Gv3790dSUhK2bt3KZfv378+/K54JvWrVKgwcOJCXW0tLS3h7e8PFxQWJiYm4ePEiXr58iaysLCxduhQPHjzAwYMHJZ/5rYorV66gcePGfAwhk8lQu3ZteHp6IiEhAeHh4fj48SMmTpyY6/5S3qcD6tvFrKwsGBoaAoDa/gkAlwfyr3357bffRDvn5TRq1AhOTk78d348r3fv3qFZs2aIioqCTCaDl5cXypcvj5SUFJw7d47n3ePHj9GiRQvcvXuXn6sOQGs+69r/9OrVC9u3b+e/ixUrhlq1asHBwQFpaWl48OABrl69yo9q2Lp1K5ycnLhHEnmcuR3TqSI5ORmNGjUS7Za2t7dH/fr1YW9vj+fPn+PMmTNIS0tDUlIShgwZgkePHmHJkiUa9UZFRcHf3x/v3r2DoaEh6tati1KlSuHjx484efIkP0s9IiICnTp1UllGdGHnzp38u9BFvSr++ecf/t3X11ftmej64PTp06Lf3t7eedIXEBDAy0NycjIuXrwo2pUvBaGXFENDQ7i5uWm9Rug+/s2bN0hJSeHn0Qv1KXpnkaJPcXe6vvVJ4ebNm5g6dSp2794NADA3N8fMmTO1XhcWFoZDhw4ByGkvdHX3L6dEiRIIDw9X+R6oK0OHDsWyZcuQmJiI6OhodOjQARs3bhS1t2/fvkWPHj24l67ixYuL+lN1+Pv78++7du3KlZcDgiCI75Gja0+qdPOvDcYY9i4/gpGrB+ZDqgh9cP/+faSmpgIAWrduLQpr3749FixYgM+fP+PBgweoVKmSKHz8+PFgjOGnn36S5G1IF27duoVRo0YByBnv/fnnn+jQoYPGa0qWLImDBw+iRYsWOH78OK5fv46wsDDunZUoQApw4QFBEARBfHGOHDmitDsqPj5eJBMZGcmqVaumtMtI085/CHZKHDlyhCUnJ7Po6Gg2ffp0vhs6Ozub1axZk8uam5uzsLAwpZ2T0dHRot1uBgYG7OjRoyKZvn378vBff/1V5b0Kd1nIP0OHDlUpu3jxYi4zcuRIUZhwR5aqHelyFHcsmpubs9WrVyut+Ny/f79o93pwcLBandoQpk3+cXFxYWfOnBHJvXnzhjVv3lyUpxEREUr6tO3wFuaTqakp+/PPP1Wm6/Lly8zDw4PLurq6suzsbCU5KTv+GGPs999/53IWFhZsxYoVLCMjQySTnJzMxowZw+VkMhk7cOCAWp3aePfuHXN0dBSV7XPnzolkMjIy2Lx580T5v2zZMpHM8OHDeZi9vT0LDw9XGd+RI0eYg4MDl/X29laSEe7MlH+8vLzYuXPn2KdPn9jdu3fZtGnTRNdo2x3NWN53/uu7XPzyyy+isjp37lylenTgwAFmb2+vlB+qdncNHjyYhzs6OrKdO3cqxfvu3TvRfZqamrJr166pvA8p3L9/X1TPa9Sowe7cuSOSSUlJ4ava5R/FMqvPdkWfbTBjTOWu8i5durDXr1+L5N69e8caN24sqpuqdkzeu3dPtLO3adOmLDY2ViTz9OlT5uPjI6l/Utw1bWFhwVauXMk+fPjAXr16xdauXcuuXLnC5UeOHKnUXyQlJYl0JiYmsp9++kkkN2HCBKW4GWMsODiYyxgaGrK5c+cq7bq+dOmSaAdhjRo1eFh2drbo+f/xxx8q45HTtm1bLrtmzRpRmGLboY4LFy6IvAINGTJEaYyQnZ3NNmzYwKysrLjc6NGjNaZNE2lpaaJdzu7u7uzy5csimeTkZDZgwACl567Lzn8h+mgX5eizfVH0imNoaMhmzJjB3rx5w96/f8927twpqov6fF6q+pcqVaqwGzduiOTS09NFfS0AtnbtWpV5o4983rt3r6jtWLp0qUqPGw8ePBB5KjAzM1Oqv4zlbkynaud/x44dRW3kzJkzlXYmvX79WiQHqN7Brmos5+fnp9ROJicns549e4rkTpw4ofYetJGWliby2PX06VO1sqmpqSLPPjNmzMh1vFIQljErKyuVYwVdiIuLE+Xb8uXLlWS07fw/dOgQD3NycpIU77t370Q6hbvThPfYuXNnSfr++usvfo2Hh4corFatWhrvTxXC9is0NFTSNQsWLGDt27dnFStWFN2bg4MDO3z4sNbrnzx5wqytrXl7L6ynuu7814QwbVJ2/jOW06ba2dmJxg0tWrRgffr0YS1atBB5JSpVqpQk7w9yhGPWW7du5fKucviadm4S+uF72slN5J3vpbxkZ2ezwFKDdN71L/+0suzJkuJVe2b8nvhad/6fPXuW94uPHj0ShT18+JCHKXr2OXPmDANyPGvFxcXpPV3NmjXjcU+ZMkWna6Ojo7knOOF7PVFwkPGfIAiC+K6oWrUqH8h06tRJ7WRaQkKCkstRbcZ/MzMzjZMrW7duFU2Uyl08quLz58+sfv36XL5cuXKitO7Zs4eH1a5dW6WOli1bMgDMzs6OG5SqVKmiUjYgIIDrUzTO5tb4r8n19qRJk7icq6urWjltKE4Y29jYqHTBy1jOhL3QvWeDBg2UZLQZeUuXLi154vf48eOitCkO6BmTZlx59+4dn2yTyWQqjZBCZs6cyXWWL18+1xPGQvefTk5OSkZIIaNHj1Y5Gfv582eRwWXLli0a41y9erWojigaEhSNM0WLFlUy9CjyJYz/+iwXr169EhmxNR1TERERoeQGWrENunv3LnfJbG5urnWi5Mcff+S6AgICNMpqQugCt2zZsiqNUHI6d+7MZRs1aiQK02e7os82mDFl43/z5s3V1rf3799zl/QAVLrAFhq1qlevzj5//qxS16dPn1ilSpW09k+Kxv/t27ervd+nT5+KypKi60FFhEYbY2NjJXeDDx48ELkC13QUyY0bN0THDJw+fZqHTZw4kf/v4+OjVseHDx94+i0sLFhiYqIoXKrxv3bt2lxG3aIGOWfOnOGTG8bGxuz58+ca5dURFhbG47SysmKPH6t30dmnTx/RfRS08V/f7Yui8X/27Nka9enzeSmWERcXF/bu3Tu1+oSLcDp06KBSRh/53KRJEx7er18/jfcYFRUluodjx44pyejD+H/+/HlRPIqLbYRkZ2ezrl27clkHBwelI4IUx3JVqlRROrZATlpaGvvhhx+4bF5ciF++fJnrsbGx0SgbGRkpSqO6BR/6Qrh4qmTJknrRKVzoMGrUKJ2v37FjB7/ezc1N0jWfP38W5ZtwEeDAgQP5/4GBgZL0CRdxOzo6isKER9tIfT7jxo3j13Tq1EnSNZUrVxbdk7zf0XRMkJzs7Gzm6+vLgJwxveLilYI2/jOWs1BE23E9wcHBao+dU0eDBg349Xk5YoGxr8t4Q+iH78WYS+iH76W8PI18nmvDv/xzetfFgr6NAudrNf7fuXOH94uKm2wuXbqkcuzE2P+9g+hqmJfC3bt3ebzFihVTOx7XRKtWrVi1atXYuHHjlDYsCblz5w4bNGgQK1u2LLOysmIWFhasdOnSrH///hrrt/Dd6d69eywzM5OtWrWKNWjQgDk6OjIzMzPm4eHBBgwYoHZuWEh6ejpbuXIla9asGStSpAgzMTFhhQsXZo0aNWLLly/XOt75+PEjmzNnDvPx8WGFChVixsbGzMnJidWpU4dNnjyZvXr1Smsa8hNy+08QBEF8N0RGRuLGjRsAABMTEyxfvhwymUylrK2tLZYsWYIWLVpI1t+lSxe4u7urDV++fDn/HhQUpNHFo6mpKdauXQtPT09kZ2fj3r17OHr0KAICAgAATZo0gampKXe9npCQADs7O359ZmYmdxnq6+uL2NhYXL58Gbdu3cKHDx9E7qJTU1O5a197e3v4+PhIvmd1NG7cWKP71M6dO2PatGkAgBcvXuDz588wMzPLc7xTp05F6dKlVYYZGxtj+fLlqFq1KoAcl6ovX76Ei4uLJN3x8fEoX748zMzM8OLFCwwcqNmFWoMGDSCTybgb3vfv36NUqVLSb+b/ExYWxl2Gt23bFs2aNdMoP3r0aCxbtgyxsbGIjIxEeHg4/Pz8dI73r7/+4t+nTJmCokWLqpUdOXIkFi5ciMzMTKSlpSE2NhbFihVDTEwMGjZsiMePHyMlJUV0BIYqfH19+ffs7GzEx8fD2dlZrXy/fv1E5b4g0He5+Pvvv/kxC1WrVsXgwYPV6qpevTqGDRsmOsZEkSVLlvC4+vfvj8qVK2tM36xZs7BhwwakpaXhyJEjePz4sc5uxtPT07lbaQCYP38+rKys1MqPHTsWO3fuhIGBAZ4/f46MjAzuil5IXtsVfbbBqpg0aZLaPsXe3h6+vr7Yt28fgBx34ULS09N5GADMmzcPpqamKnVZWFhg8eLFaNSokdq0KFKiRAl06dJFbXhYWBjS09MB5Bz9MnnyZI36ZsyYgV27diE6OhoZGRlYvnw5Zs+ezcN37drFy13NmjXRp08ftbqqVKmCgIAAHDhwANbW1rh16xbq168PIMf1//Tp0wEA586dw/Pnz1W6Nty5cydPf4cOHZRc+Uvh4sWLuHTpEoCcY1W0HZvi4+ODDh06YOfOncjIyEBYWBimTp2qc7xCt+PDhw/X6K56wYIF2LFjB5KTk3WOJz/Iz/bFzMwMP//8s1pd+f28Bg8erPFIlQ4dOvCjXhTrs77Izs6Go6MjqlevjsePH2PIkCEa5UuWLAlXV1e8ePECQE7/kh8I21I/Pz+EhoaqlZXJZFi5ciUOHz6MxMREvH//Hps2bdLoBnTcuHFqx4QmJiZo3bo1Pz4gL3kvPLJAftyIOj5+/Cj6rWlsIufo0aPcHbw2RowYgTJlyvDfHz584N9tbW0l6dCGjY0NP1okKSlJ5+vlxykBkHzkgWJfnpGRoTd9Ql35oU8dcpf3QlJSUtC1a1csWLAA27ZtU9uOL168mL9z/fTTT7kan+cnT548wciRI7F3716NcuvXr8fTp0+xatUqte9dilSuXJm/mwrrnjqERzIo8urVKzg6OuLWrVuS4ia+fuT1j54pIYXvpbw8uf48zzru374P21L5d0zRt4CwvKibZygIypQpA3Nzc6SmpmLfvn2oV68eD5PPpVhYWIjGhwcPHsTZs2fh5OSk9VjC3LBt2zb+vVu3brmao92zZw8/Rk4VjDFMnDgRs2fPVjrC89GjR3j06BHCwsIwZswYzJw5U+38CpAzPm/YsCHOnTsn+v/x48f43//+hzVr1mDr1q3o1KmTyuvv37+Ptm3bio4oBXKOOTpx4gROnDiBBQsWYO/evahQoYLS9Xfu3EFAQABevnwp+j8uLg5xcXG4ePEi5s2bhw0bNqhNQ36jfDgjQRAEQfxHERpWAgICULhwYY3yAQEBkg3DADQazZOSkvgkNQD07dtXq75SpUqhcePG/Pfx48f5d0tLS24ozcrKwsmTJ0XXXrx4kU/s+fn5oW7dugByBlqK56OePHmSGxubN2+ucaAmFeHZjqpQnOyPj4/Pc5wmJiYICQnRKFOlShWRcUJooNRGoUKFsGfPHr6AolChQhrljY2N+bmmALhhSleEZ8xqMjzKMTIyEi0QUCwbUnjw4AEfAMtkMnTv3l2jvLOzM+7evYvk5GS8ePECxYoVA5BjRDxw4AAiIyPx9OlTleeCC1Gc4NaWZ/pYqJJX9F0uhO1UYGCg1vg1GVUB3cuPvb09by8A8ElqXTh58iRvfxwcHLTG6+XlhcjISHz69AkPHz5U+0Kel3ZF322wIlZWVqhVq5ZGfUJjgKLx9vTp0zzPnJyctBoEfH19dTrfz9vbW+OLs/DegoODtfYDRkZGIoOfYt4Iy7GUM8XDwsIQGxuLxMREDBo0iP9fqlQpPhHCGBNNSAjZsmUL/x4UFKQ1PlUI64qfn5/oDHd1tGzZkn/PTVv76dMnUZ+saYEGkGO8a9eunc7x5Bf52b5Ur15d1FZqijs/npew7qtCU33WFwYGBti2bRsiIiIQHx+v1UANiPvR3I47tPHvv//y71LaUltbW3Tt2pX/1tSWAl8u76Ojo/l3bYszs7OzRb+lTBxfv34dK1eulPSJjY0VXSs30gPSDdnaEN6DfNGOLgj7BX28K3zt+lTBGMPevXsRHx+P1NRU3Lx5EyNGjICRUc6+qkuXLqFhw4Z4+/at0rUPHjzA+PHjAeSMV+bMmZMvacwtN27cgJeXF3bv3o3s7Gx4enpi06ZNePXqFdLT0/Hs2TP88ccf3CgfHh6O2rVr4/bt25L0CxcJCOseQRAEoRpDYz30jXrQQeQPxsbGfHPM77//jiFDhmDLli34+eefMXPmTAA577XyMSdjDBMmTAAAjB8/XuPmitwiHKML35t0QdsYbPjw4ZgxYwaysrJgZ2eH4cOHY/Pmzdi8eTNGjBgBOzs7ZGdnY/bs2Rg2bJhGXcHBwTh37hxKliyJGTNmYMeOHViwYAHKlSsHIGfhR0hIiMpx2ePHj+Ht7c3nPRs2bIjFixdjx44dWLx4MZ9vj46ORv369ZUWHKelpaFdu3Z4+fIlDAwM0L17d4SFhWHnzp1YunQpn7tKSUlBjx49CmzsQzv/CYIgiO+GK1eu8O+1a9fWKi+TyVC7dm38/fffkvSXL19ebdidO3eQmZkJIMdIXaNGDUk6vb29cezYMQA5k4hCWrVqhaNHjwIAjh07hvbt2/Mw4cRso0aNUKRIESxevBhAzmSNUPbQoUP8e5s2bSSlSxuadi4CUJrQ18cEdaVKlSTtjqpZsyZfJX737t08xysnLS0NUVFRuHPnDq5cuYKTJ0+KJm8VJ46lcvnyZf59165dSuVAFcKJOKmTckIiIyP595IlS2o1aAMQrUiWyqdPn/Do0SPcvn0bly9fVjIIaMszTXXua0HXcqFrO1WmTBk4ODio3OEZFxeHJ0+e8N+rVq2StAtRaITIa/mpVq2a1kUfAPgLmiby0q7kRxssxMPDQ+t92tjY8O/ytMgR7lypWrWqRkM9kNM/1axZE8+fS9sRoq2uCO9NuOtAE97e3vz7zZs3wRjj6RaWASl5XaRIEbVhQUFBOH/+PICc3QhjxowRhcfExODMmTMAgOLFi+vkEUGIcHHI7du3Ne5MlpPXuvLgwQO+W9XMzExSPahVqxY2b96sc1z6Jr/bF21lNr+flzZjsKb6/KXIyMjAkydPcPfuXVy9ehWnTp3CvXv3eHhuxx2aePXqFV6/fs1/69JehIWFAdDcltrY2MDJyUmjLn3lvbD91OZFSBgnkH8LPuQIvZcoeh3ILcIFcbnxjmJpacm/S813xd30Qo82edWn6B1H3/pUIZPJ0KBBA/67cuXKmD9/Pvz9/dGqVStkZGTg+fPnGDduHNauXcvlsrKyEBQUhNTUVMhkMqxbt06U3oImNTUVHTp04GWkUaNG2LdvnyiNbm5uGDhwIDp37oyAgAC+KKlTp064ffu21gVYwjom906iCU0y8gUI2rzNEN8O8nEwPVNCCt9LeXFxKo4lsrW5WrAnx8u7GipXVt6x/D0hLC9fy65/OXPmzMHp06cRHR2NpUuXYunSpTysUqVKmDVrFv+9bds23Lx5k/fH+oYxJno/qlmzpt7jOHLkCJ+XrlmzJvbv3y/yptWzZ0+MHTsWzZs3x7Vr17BkyRK0adNG7cLg+/fvo2PHjtiyZYtoHDdgwAD4+fnh0qVLSE5OxrZt2zB06FDRtT179sSHDx8gk8kQFhamtKlmyJAhCAsLw48//oj4+HgEBQXxOQcAOHz4MDfoz5gxA+PGjRNdP3jwYEyZMgVTp05FRkYGVqxYgd9//z0XuZY3yPhPEARBfDe8evWKf5fvTNaGLjsrNRlI3717x787OztL2qEGiF0eCnUAOcZ/uUtcuXFKjtyI6uTkhAoVKogmUhV32h0+fBhAzspTKTv3pKCrK/a8vNDIkepSX/jshRPYuvDp0yfs3bsXp0+fRmRkJB4/fozY2FiN95Gbe0xOThYZihWfsxRy4/b3zZs3/LvUuqKN+Ph4/P333zh79iwePHiAx48fi+JRhbY8k7Io4UuS13KRnp4ucvUrNe9dXV1VPmfF/JW6kEnI11J+gLy1K/nRBgtRNAypQrg4QLFM5CbPNB0zo4imupKUlCRaKOHm5iZJpzBvMjMzkZCQgEKFCuHz589ITEzkYXktA126dMHQoUPx+fNn3LhxA/fv30fZsmV5+NatW3l+9u7dW9JiE1UIn8Hdu3d1Xhz28eNHZGVl6bTjVBins7OzpGt1ee75SX63L9ra9/x+XtrqtKb6nB+kp6fj8OHD+Pfff3Hnzh08fvwYL168UHKXKSQ/0qXYDkodJ3+ptlQXhK7vtS0eVbzPp0+fatU/btw4pYlAIZoWeQnji4uL0xqXNj58+CBq50uUKKGzDuEOM6mLHxTlhIsO8qpPcQGDvvXpQrNmzfDLL7/wo4e2bt2KRYsW8fI8e/ZsvmDp559/Fi0g+BrYvHkzX8xla2uLP//8U+3iBEdHR+zevRuenp5ITU3Fw4cPsW3bNq1ed4R1LDfHThAEQXxvOBQthBr+VXDlyI1cXV/UwxmVG3z9myW+Z5ycnHDp0iVMnToVf//9N96+fQsXFxd06dIFEyZM4OOIjIwMfsTZlClTJC1Y1JWEhAQ+92hubp6ncZE65B4NLCwssGfPHpXHaBUuXBibNm1ClSpVkJmZidmzZ6s1/ltZWWHt2rVK+WFubo6xY8eiQ4cOAMSLxgHgxIkTuHjxIoAcI786b5r9+vVDeHg4tm7dirNnz+LcuXN8A8SDBw+4XKtWrVReP3bsWGzcuBFFihSR9I6TH5Dbf4IgCOK7QTjZKNWFpi6ulDS5pxUaQnTZ6SGUFRqBgRwDgPzcoaioKDx79ozLyQc3vr6+kMlkcHZ25rvobt++zQ2MciMskOPmSF8DErn7yy+J1MGp8DklJCToHM/KlSvh5uaGnj17YuXKlThz5gxevnwpmoAuXrw4+vfvn+dBuT52e+Vmgk1okNFUrqWQnZ2N6dOnw9XVFX379sX69etx4cIFJcNR6dKl8eOPP+qkO69p0yf6KBeKBpG8tlP/hfIjJC/tSn60wULy6mJYuOhD6nPX5YVcav8ESM8fRTl5/igadPNaBuzs7EReaYQu/hV/59blP5D3+sIY03k3cH4/9/wkv9sXbeUmv59XfrkNzw27d+9GyZIl0a5dOyxduhQnT57Es2fPRIb/woULo3fv3hq9aOgDYXthZmYmOZ++VFuqC8Iz4rWN921tbUUG8xs3buRXsgDkeICR8+bNG8leXtQh9CIF5Owm0xUHBwf+XerCQMWFC8Ij14T6NC0IUadPccJY3/p0Reh9JC0tDREREQByPOPIFwWUKlVKtIvva+HgwYP8e8+ePUV5qYrixYtzV8WAtGPUhHVMftwcQRAEoZnWAzUfe6eJVv2bavUmRxQ8Dg4OWLJkCV68eIH09HQ8efIEc+bMEc3NrlmzBtHR0ShXrpzoaMgtW7agZs2asLS0RKFChdC6dWuRJ0ldEI7P7e3ttcpbWVlBJpNp/CxatIjLv379mu+cb9GihcYNAuXLl+dG9vDwcLXvbM2aNVM7hy30DKI4bv3zzz/59379+mm8T2G4cLzj6OjIvy9YsEClN1tzc3M8fvwY58+f54s3vjS0858gCIL4bhBOrGuaeBQiVU4bwgkPXXQKJ8ZVTYS3bNmS73Y7duwY+vbti1OnTnE3lsJzoxs1aoTIyEgwxnDq1Cm0b9+e7/oHgNatW0u/oa8QqRNJwoGjri43p06diilTpvDfBgYGqFKlCqpUqQJPT0+UL18e1apV4zu2Nm7cqJN+RRSf+b1790Q7XvMLYb6kpqbmSVefPn2wfv16/tvY2BjVq1dH5cqVeZ5Vr14dzs7OePv2LVatWpWn+AoCfZULReNfXtspxfKTmpoKMzMzSTrzgj7Lj77IrzZYXwgXhKSkpEi6Rmi4yguKRi+p+aNouJXnj2K7qo8yEBQUxF/St23bhunTpwPIceN4584dAECdOnVydfyIHOHzXbFihSQ38nmlIJ97Ximo9kVV/F/qeRUE69atQ58+fUQLycqVK4dq1aqhXLlyKFu2LKpWrcq9H5UvXz7XXo2koGjAk+rt4ku1pbog7HOl1KumTZti9erVAHI8bGVnZ+fa04iUuIScOHEiT4ubTpw4wb9bWlqibt26Ouvw9PSEgYEBsrOzkZaWhrdv34qM+aoQum4vVqyYyOuO8JgTqYsbhPoUvaCUK1cOe/fu1Zs+XSlatKjoGCZ5Pdy9ezefEI6KipL87rFhwwZs2LCB/37y5Em+eX6Jiori3728vCRdU7duXaxbtw6AePebOoTvaVIXuxEEQXzv1G5ZHSWruiP6xlOdrrMvYoeA0NwdhUZ8XaSmpvJ3399++42Pu2fNmoXx48cDyFk8m5qaigMHDuCff/7BX3/9pfP8rvA9Th/Hsipy4cIF/j0zMxN79uzRKC8fL2VmZuLGjRvw8fFRktF0TJzQ45DiMVTCtNy5cwePHj1Sq0f4DnP16lX+vU2bNjAzM8Pnz5+xbt06HD16FO3atUNAQAD8/Px02kiYn5DxnyAIgvhuKFKkCD/vScpZg4D4fNi8IHS7/+bNG6Snp0tyOy3fzQ+oPhO5VatWmDt3LoCcici+ffvi5MmTPFxo/Pfz88OyZcsA5KyebN++vWinh3Bn5beI1Mlu4bOX6t4aEO/cAYD27dtj2bJlalespqen59noZWtrC0NDQ767782bN1/E+C/c8SM8LkMTnz9/VjL87N+/X2T4HzBgAGbNmqXWfXtuPDEUNPosF3Z2dvwFAsgpqx4eHlrToK6dUty59ebNm1y5+tUVfZUffZJfbbC+ELrElto/vX37Vi9x29jYwMTEhL/kx8TESCp3wrwxNTXlbtptbW1hZGTEz1x+9eqVVoNFVlYWsrOz1Z7D6O/vD2dnZ7x58wbR0dG4efMmqlSpgp07d3KZvBjGAHG51XYkib4QPvc3b94gIyND61mU+nrueaWg2hdV8X+p5/WlefPmDQYPHswN//Xr18eaNWtQunRptdfkdz8qbEuBHCOrFIPkl2pLdUHoRUOK144uXbpw439sbCwOHjyYbwtnixcvDm9vb5w7dw4AsHz58ly3cfJJSTmtWrXKlWcqc3Nz/PDDD/x807t372o1/kdGRvLvit4G5N7LgBzjs5R+Wao+qceA3Lt3T6W+T58+4cCBA4iOjsbTp0+xfPlySecEC3dYfksGbnl/DUj3siRcxKM4qa4K4cLCr8WDDUEQxNeOgYEBfts/DsN8JuLNM2nHAFnYmOO3A7/AxoHa2v8CS5YsQWxsLGrVqsXd2D969AiTJ08GAIwYMQJTp05Feno6Bg0ahO3btyMoKAhPnjzReqyVEDs7Oz4nID8uStO4bPv27aLxg5wTJ05g6dKlSv8L5zj27Nmj1fgvRN37r6b7E45nsrOz1aZF6MlIl3Q4OTlh3bp1CAwMREZGBmJjY/HHH3/gjz/+gLGxMby9vdG6dWt06dJF9M7/pSG3/wRBEMR3Q61atfh34Yo9TeTWZZIilStX5is009PTJesVrkgU7pCRU69ePe6S6cSJE2CM4fTp0wBydqAIDcW+vr58h9LJkyfx6dMnLluxYsWv5hzh3HL9+nWlQZ0qhOc91ahRQ7L+9evXc/3u7u74888/Nbqqkp+dKSc359LKd5DLkZ9LpY3jx49j165diIiIQHx8vM7xCuOMiopScguuipCQEFhaWqJChQrcILd27Voe7uPjgxUrVmg8t10fefal0We5kMlkojIppZ2KiYlR+zJUvHhxkTsyqeVnz5492Lt3L27evKmzG3NAXH6uX78u6Tn6+fnB1tYWVapUwdmzZ3WOUxv51Qbri2rVqvHvERERkibS5S6F84pMJhO5mJYbm7QhzBtPT09u9JDJZCIjipR0Hj9+HGZmZihRooRKA5ehoSF69uzJf+/btw/A/7neMzU11enFXRXCZyC1rkRGRmLLli04d+5crhYLVqxYkRuU0tLScP36da3X6Ou555WCal/kFMTz+tJs376de4SwsrLCvn37NBr+k5OTRW7M86MPLVasmMg9em7ai/xsS3VB7o0HAF6+fKlVvmnTpqhYsSL/PWHCBJWTnvpi6NCh/PuVK1ewe/fuXOlZuHChyA2+UK+uCD0GSOmr5e8ZAJTOuXd1deWToRkZGUrnsSqSnZ0tilNRnzBtV69e1erN4c6dO/zoFUtLS1SvXp2HZWZmolu3bpgwYQLCwsIktTFv374VuZWVLzCuUaMG+vfvL+kj3HVfpkwZUVh+GsyFizgePnwo6RpdF/QI65gui68JgiC+dxxdHLD4/AyUra1+DCinWElnLDozHaWra1/ITXz9JCQkYM6cOQCAmTNn8v/Xrl2LjIwMlCtXDvPnz4eVlRXs7e2xbt062NvbIz4+Htu3b9cpLiMjI3h6egLIWZgvXCCpilatWqFdu3ZKH+F4SoiUOUV1qDsqLrfHQuY2LYrp6NatGyIiItC9e3elRZHh4eEYOXIkSpQogX79+unNq7CukPGfIAiC+G5o0aIF//7PP/9oPa/y/PnzSoa63GJlZYWaNWvy32vWrNF6TXR0NMLDw/nvRo2U3XYZGhoiICAAQM65lefPn8e1a9cAiHf9AznnNsmNcnfu3MGOHTv4Tk9Nu/7zy6Wpvnn//j2OHTumUebKlSu4f/8+gJyBor+/9DPUhC4ta9asqXWg+ddff4l+C8/mlSMlbxs3bsy/Cw3N6khJSUGvXr3QqVMn1KhRQ/SSIJWKFSvyXZXZ2dmi3bWqyMjIwPHjx5GSkoLIyEg+CSjMMykuZqXkma7kd/nVd7kQtlNbt27VGv/mzZvVhslkMlE7IKXdiY2NRbdu3dCuXTtUrVpV5HJWKt7e3jwf4uLiRO6GVREXF4erV68iMTERt27dypdJ4fxqg/VFgwYN+MT+x48fta6Ej4yMxM2bN/UWv/DeNmzYoLXuZWZmisqGYt74+vry7zt27NAa/6FDh5CdnY2YmBi1dUi4KGDfvn2IiYnhedC2bVuNC4t0bWuPHz+OmJgYrdeMHTsWvXr1go+PD9q2batVXhErKyuRAUtbfcvMzNTaHn8pCqp9kVMQz0tX8tr/CPuXcuXKaSzjALB3716RMTq34w5t6PrcExMTReU2P9tSXZBPcAJiQ6Ym5s+fz7/fvn0bw4YNy1XcwsUQ6ujUqZNo7NS3b1+d30suXrzId4YBOd6JcuPyX5gmOdu2bdO4wCQ+Pl50vJiqdw2hvi1btmiM+9ixY3xxi7Ozs2hRNwCULFmSL2RLSUnRulhCGF9AQIBod5utra3Ik4CUY7w2bdrE86Nw4cI8La1atcL//vc/SZ9WrVpxfXXr1hWFKXpb0Sfyc3UBYOfOnZIWU+/atYt/V+WKVxFhHRPWPYIgCEI7DkULYemFmVhwahp8u3nD2OT/3pdkMhlqBlTF1D1jsO7BEvxQ6ct54iLyl3nz5iE+Ph5NmjQRvfvIF9/Wr19fJG9mZsbHR1IXRwsRjtH/+eef3CRZLYpHtjHGJH/y6uFPXVqcnZ11SoeqcXilSpWwdetWvHv3DgcOHMDQoUNFY8js7GysXr06zxsVcsu3MZtPEARBEHqgbt26fCImLS1N44RdWlpannbGqGLQoEH8+4YNGzQaqjMyMtCvXz8++eLi4iIyCgoRThRNnz6dT/wqGv+B/xvMMcZEZ5RrclsqdHOZH2c/6ZNRo0apdamelpYmegYdOnQQ7V7ThtBF6p07dzROeN64cQMzZswQ/acq76Tk7YABA/iO5fv374tczKti4sSJ3AWygYEBQkJCNMqrwsDAAP369eO/p0yZotGDwLJly/iuMnd3dz6JKMyz27dva4zzyJEjSkYEfZS3/C6/+i4XoaGhXGdERIRGw8qTJ0/4SnB1CMv8sWPHRMcwqGLIkCF8t5ylpSW6du2qUV4VDg4Oogn90aNHa9yB99tvv/F2q379+vm2Iyy/2mB9YG5ujr59+/Lfo0aN4jsSFcnKysLPP/+s1/iF7cyjR49E/YMqpkyZwl0/GxgYoE+fPqLwH3/8kXsCOHv2rEaDdUxMjMhLiHCHv5DKlSvzBWwRERFYuXIlD9M2IaDorllVWxAQEICSJUsCyDGy9+nTR+Ou3n379uHAgQP8t2IeSGXIkCH8+6pVqzRO1Pz2229f1Y71gmhf5BTU89KFvPY/wv7l0aNHGtvR58+fY/jw4aL/cjvu0IbwuZ88eVLrAoBBgwbxnTIWFhZq6/iXRrgz6fbt25I8JTRr1gwDBw7kv5cvX45+/fpxDw3aSEtLw9y5c0ULpNQhk8mwfv167tL0w4cP8PHx4UeYaeP48eNo1qwZ9yTj7Oys0g2rLgQEBPBd4vfu3cPChQvVyg4fPpzni4+Pj8hrgpzAwEDeV6xdu1bt7v/k5GSMHDmS/+7Xr5/KhWLCvmD8+PFqF3rfvXsXS5Ys4b+Fz1SOcPy8fv163LhxQ6UuICcvhOPzn3766ZtZPA3k9Lvy9D58+JAfKaeOP/74gy82V/TMow7hgkV1uwIJgiAIzVSqXw4Ttg7DnoQN2Pb8f9jy9A/s/bgBMw9NQL02Nb+pvofQzOvXr7F48WIAwKxZs5TCAOXjuABwz2xSj0UVIjRQh4WF6WUzjhzh3GtBv8/K0/LhwwetnqKkYm5ujpYtW2LRokW4c+cOnj17hsmTJ/M5lgMHDkj2QKxXGEEQBEF8R5w4cYIB4J8+ffqwjx8/imRiYmKYn5+fSA4AW7dunZI+YfiTJ080xp2RkcFq1qzJ5c3Nzdnq1atZdna2SO7p06esSZMmXE4mk7GjR4+q1fvhwwdmaGiolN6oqCgl2QMHDijJOTs7K6VBSGRkJJc1NDRkz58/VylXokQJLnfy5EmNecGYbnmnjpMnTyrdT4MGDdizZ89Ecs+fPxc9UwsLC/bo0SMlfUFBQVxm8uTJorB58+aJ4hk9ejRLS0sTyaSkpLA//viDWVpaKqVrx44dSvEdOnSIhzs6OrLExESV9zl06FCRrqFDhyqV24SEBDZixAil8p1b3r59y4oUKcJ1Va5cmd2+fVskk5WVxVauXMmMjIy43Pr163n4oEGDROlZvHgxy8rKEumIj49n06dPF+mQfy5duiSSffLkiShcCl26dOHyP/74o0qZdevWcZmGDRsqhX/pcjF58mQebmRkxJYsWaKUb+fOnWNubm5K+lTVpbZt24rq8IwZM9jnz59FMq9evWI9e/YU6Zo+fbrK/JLCvXv3mIWFBdfl5+fHnj59KpJJS0tjU6dOFbV1im2HPtsVfbfB2sqNIsLnGhQUpBSemJjIXF1duUylSpXY3bt3RTJxcXGi56mpf2rYsKHGcEWGDx8u0jls2DCWlJQkkklKSmLDhg0TyY0fP16lvtDQUC5jamqqMq9v377NypUrJyonmliwYAGXNTExYQBYkSJFWGZmpsbrPn36JErz+fPnVcr9/fffIrnGjRuz6OhokUxmZiZbvXq1qHyXK1eOpaena0yDJtq0acN12dnZsb1794rC09PTReVHUzmSUi6llA2p5Vuf7YumtlYV+nxeuvYvwvFHiRIlVMrktf/ZuXOnKE09e/ZUqpPp6els+/btzMnJSal8zJkzRyk+fY3p2rdvL9Iza9Yspb4vLi6OdevWTZSmVatWKemSkpdCdG171ZGVlcXs7Oy4rocPH0q6LiMjg3Xo0EF0X25ubmzp0qXs3bt3Kq+JjY1lixcvFuWr/FO9enX24sULtfEdP35cVH5NTEzYqFGj1D67+/fvs+DgYCaTyfg1NjY27MKFCxrvS7GNUYcw/w0MDNjChQtFY5TU1FTR+E8mk7GzZ8+q1Ses946OjuzYsWOi8JcvX7L69etzmcKFC7P4+HiVutLS0ljp0qW5rJeXl1KbcOHCBVFf26xZM5W6UlNTmYeHB5crWrQoO3HihJLc/v37RfWvTJkyLDk5We39akLbOEEXNI2HVNGvXz/RMxs1ahRLSEgQyXz+/JlNnz6dGRgYcNnBgwdr1Z2dnc1sbW35NYrPRFdcXFyYi4tLnnQQXxc3b95kN2/eLOhkEN8IVF4IXRCWl2+p/5CPpTp27KgUVrZsWQaA/fLLL0ph8vePgICAXMXr7e3N++v58+frfL1wnLhw4UL+f1RUFP/fx8dHq54xY8aw0NBQNm3aNPbq1Sut+hWJj49X+77Qq1cvHnb8+HGN6bh58ybr0KEDGzFiBPvrr7/4/3v37mUzZsxgEyZM0Hj9yJEjeVyrV6/WKJsfkPGfIAiC+O4YP368aELEysqKtW7dmoWEhLDGjRszY2NjBuQY3QoVKsTlNm3apKRL14mVp0+fsuLFi4uuK1asGOvcuTMLDg5mDRo0EBlBZTIZmzFjhla9wkkxAKx48eIq5RITE5WMrKGhoRp1p6Sk8DyRT3CGhoayrl27iia3Ctr4b2ZmxtNpYmLCmjZtykJCQljTpk25kUg+Sa3K4MqYZsNDQkICc3Z2Vnp2rVu3ZkFBQaxp06aiiS0Aot9Lly5Vik84AAZyDBJ9+vRRmvBLT09njRs3FslaWlqy5s2bs+DgYJVxe3l55XryUZi/wglnAwMDVqdOHRYUFMS6d++uNIkdGBgouj46Olp0PQDm4eHB2rdvzwIDA5mfnx8zNzcXPRsrKyv+e//+/SJ9uTH+//rrr6JrWrduzUJDQ0UD77wY//OjXKSlpSktQHJxcWFdu3ZlgYGBzMvLSzQJLpRTZQyIj49nlStXFskVKlSItW3blgUHBys9BwCsZcuWSgsOdGXr1q2ihUlGRkbM19eXhYSEsM6dOyvl28SJE5V06Ltd0WcbrG/jP2OMhYeHi+qAgYEBa9CgAQsJCWEtW7bk9cnIyIjVqVOHy+nD+K+qnbGysmItW7ZkoaGhrFWrVsza2loU3qJFC5aRkaFS36dPn1iNGjVE8q6urqxLly4sJCSEeXt7i4xTrq6uSgtEFHnz5o1SHzZq1Cit98YYExl7HB0dWVBQEOvRo4eSEWLixIki/YaGhszHx4cFBQWxtm3bKpUfBwcHdufOHUlpUEdsbCzz9PQU6a1QoQLr3bu3Ul3x8fHRWI6+tPFfn+2LrsZ/xvT3vPLD+J/X/icjI4NVrFhRKf3yvr958+ZKfYDQmD1y5EilNOlrTJeQkMAqVaqklLZ27drxsZepqakoXN0CiIIy/jPGWOfOnbmulStXSr4uKyuLTZgwQak9MjQ0ZFWrVmVdunRhffr0YW3atGFVqlQRGUvlH0tLSzZ//nyti5cYyzFYq1o4ULVqVdahQwcWGhrK2rRpw8qUKaMkU7p0aUlGEqnG/+zsbKVFaO7u7qxHjx6sc+fOzNHRURSmrS6/ffuWlSxZUnRNjRo1WFBQEGvRooWoHBkZGWlcEM0YY2fOnBG1OUZGRqxp06YsODiY1atXTxRP0aJF2cuXL9XqunXrlqhOyfNc3n8o5nfRokVVLi6WSkEa/1NTU0X9C5CzWNrf35+FhISwtm3bMnt7e1F4o0aNlBb9qOLKlSui8phXviXjDSENMuYSukDlhdCFb9H4//jxY2ZsbMwMDQ3ZvXv3lMLlc0XdunVTCpNvdggJCclV3NeuXePjWyMjI7Z7927J1z558oRVqVKF9/mKxnnhu4OmhaG3b9/m8wRWVlbs06dPPEwfxv9du3bxMHWLQOUI3xWmTZvG/69VqxYDcuaLNI0lZ86cya/fvn27xrjyAzL+EwRBEN8lU6ZMUbnTWP6xsbFhe/bsERlX/vzzTyU9uk6sMJazA65p06Zq4xZOoioaP9UxZ84c0bWKRlghwnsCwPbs2aNVv+KOcvlHuIuooI3/JUqUYLt371YyTgk/zs7O7ODBg2r1aTM8XL16lRUtWlTrs3N0dGR//vknGz16NP+vZ8+eKuNU3D0m/whXtzKWY5gbOnSoxnIr/3Tp0kXJM0BuuXz5MitVqpTG+OQ7hFRNYB8+fFjJ+K3q4+7uzk6cOCEaXCuuos2N8f/Zs2dKE7cAmL+/P5fJi/GfsfwpF0lJSaKdlao+pUuXZrdu3RL99/btW5X6EhMTWffu3UXGVlUfAwMDNnjw4DztYhZy6NAhkQcJVR8TExO1q8rzo13RVxucH8Z/xhi7fv26ksFS+DE1NWXr168XrSLXh/GfsZx2ZsiQIVrbGSMjIzZ9+nStC0SSk5NZ9+7dteZ1zZo1Je8EbNmypehaRY8k6liyZInKuLdt26Yku2bNGtHiP3WfatWqscjISEnxa+P9+/eiZ6bqM3DgQLZv3z6N5ehLG/8Z01/7khvjP2P6eV75YfzXR//z5MkTpYUhqj6WlpZs6dKlbNmyZfw/b29vlenS15hO6nO3sLBgYWFhecpLIfo0/u/evZvrat++vc7X37p1i3Xo0EGlBy51HxcXFzZz5kz2/v17neL6+PEjGz16tNKiSnWfQoUKscmTJ7OUlBRJ+qUa/xnLWaQYGBioMX5DQ0PRJKkmYmJiRJ55VH3s7e3ZgQMHJOk7ceKE1nFZhQoVJHl7iIyMVFroourj5+encfJXCgVp/GcsZwHAjz/+qHKxiqq2XIrhnzHGZsyYwa+dMmVKHu4qh2/FeENIh4y5hC5QeSF04Vs0/st3pqvbqCXf0GZnZ8fi4uL4/w8fPuRj0rzsMl+5cqWozx82bJjGMc7Hjx/Z1KlTRZsYVKVh27ZtovGwqvf4N2/eiBZXjhkzRhSuD+N/VlaWyPvg8OHDVc5rLFq0iMtYWVmJ5tp+//13Hta0aVMlz3eM5SxwdXd3ZwCYsbGxWq9d+QkZ/wmCIIjvlrt377Jhw4ax8uXLMxsbG2Zubs7Kli3LRo8ezWJjYxljjFWrVo136P/884+SjtxMrMgJDw9n/fv3Z+XKlWO2trbMyMiIFS5cmDVr1owtXbpUrQt4dfciTIsmQ4/Q84GZmZloFaU6srOz2ZIlS1jVqlWZtbU1MzY2Zi4uLmzfvn1c5msw/jOWs7N36NChrFSpUszU1JTZ2Ngwb29vtnDhQiV3uYpIMTy8f/+ezZgxg9WtW5fZ2dnx3eoeHh6sTZs2bPHixfzZCdNnbW2t5D6Tsf9zfV6uXDlmYWHBTExMmLu7O7t69arK+KOiotiECRNYnTp1WOHChZmxsTGztrZmFSpUYP3799fq1jU3ZGRksPXr17N27dqx4sWLM1NTU2ZpacnKlSvHfvrpJ627Xl+8eMF++eUXVr16dWZtbc0MDQ2ZjY0N8/T0ZJ06dWJr167lg2XhYN7d3V20oCA3xn/GclzgduvWjRUtWpQZGRkxa2tr1qRJEx6eV+M/Y/ovF3KOHj3KevbsyX744Qdmbm7ObG1tWe3atdmCBQtYamoq+/jxoyhPtE3E3rhxg40YMYJVq1aNOTg4MCMjI2Zra8uqVavGhg0bJtmQqgufPn1iS5cuZf7+/qxYsWLMxMSEWVtbs6pVq7LRo0dr3O2dn+1KXtvg/DL+M5aTZ4sWLWI+Pj7MxsaGmZqash9++IH17duX17f8MP7LefToEfvll19YzZo1maOjIy8ntWvXZhMnTtS6Q1+Ry5cvs0GDBrHy5cszW1tbZmxszIoVK8batm3LduzYIWnnq5wdO3bw+6pevbpO6diyZQurU6cOs7OzY0ZGRszZ2ZmtWLFCpWxCQgJbuHAh8/f3Zy4uLszMzIyZm5szd3d31rlzZ7Zz506d0i2F7Oxs9tdff7HWrVvz9r1o0aKsdevW7NChQ4yxHBfTmspRQRj/5eS1fcmt8Z+xvD+v/DD+M5b3/oexnPZgyZIlzNfXl+erhYUFc3NzYwEBAWzmzJnszZs3jLGcnUJyY7yBgYHKXcj6HtNdu3aNDR06lFWpUoXZ29szQ0NDZm9vzxo0aMBmz56tdlGanII0/qelpXGX7RYWFlrHiep4/vw5W758OevSpQsrX748b2NsbW1Z6dKlmZ+fH5s8eTI7deqUWm8pUvnw4QMLCwtjXbp0YaVLlxaNqypWrMh69+7Ntm3bprP3J12M/3JOnz7NgoODmYeHB7OwsGDm5ubM09OTDRw4UGePKFlZWWzz5s2sdevWzMXFhZmYmDAbGxtWs2ZNNmXKFK3lSJGPHz+yefPmMW9vb+bk5MSMjIyYo6Mja9KkCVu5cqVkwzVjOceHbNu2jXXo0IG5uroyU1NTZmVlxUqXLs1CQ0OVjirILQVt/JcTGRnJRo0axapXr87s7e2ZkZERc3BwYF5eXmz06NHs/v37OumrWrUqb5Py6vKfsW/HeENIh4y5hC5QeSF04Vsz/t++fZsZGBgwU1NTFhMTo1LmwYMHfLF+6dKl2YoVK9jChQv5wkdNR4pKZe3atSLvSwYGBqxZs2ZsypQpbO3atWzz5s1s9uzZrG3btkrevhwdHdmWLVtU6hW63DcxMWEhISFs/fr1bOPGjWz06NGihdMVKlRQGs/qw/jPWE65EB7LWaFCBTZ79my2Y8cOtnjxYiVPnMLjTRnL2eTwww8/8PDixYuzSZMmsY0bN7K1a9eysWPHMgcHBx4+bNgwnZ+BPpAxxhgIgiAIglBJiRIlEBMTAwC4c+cOKlSoUMApIoSEh4fDz88PQM6zevr0acEmiCC+ME+ePIGHhwcAwNHREXFxcQWcIoLIX/73v/9h4MCBAIAlS5bg559/LuAUEQTxLTN16lRMmTIFALBx40b07t27YBNEEP8hIiMj+ftzu3btsHv37jzrdHV1BQC8ePEiz7qIr4Nbt24BACpXrlzAKSG+Bai8ELogLC/fQv/Rtm1b7Nu3D8OHD8eCBQvUyi1cuBAjRoxQ+t/U1BR79uxBQEBAntPy4MEDjBo1CgcPHoQUE3LhwoUxcOBA/Pzzz3BwcFApk5WVheHDh2PZsmUaddapUwd79uyBs7Oz6P/169cjJCQEQE4eDBs2TOX1CQkJKFSoEACgYcOGCA8PV5KJiIhAx44d8ezZM7XpMDMzw6JFi9C/f3+lsHv37qF58+YarweAPn36YOXKlTA0NNQolx8YffEYCYIgCKKAePjwITZs2AAPDw9UqlQJtWrV0ij/8uVLPig0NTVFmTJlvkQyCYL4jjl48CCuX78ODw8P1K5dGyVLltQof/HiRf69UqVK+Z08gihwNm3aBCDnRbxnz54FnBqCIL51fvrpJ8ybNw+fPn3CypUryfhPEHrkf//7H/8+evToAkwJQRAEQXzdXLx4Efv27YO1tTXGjx+vUXb48OHw8PDAnDlzcOPGDZiYmKBBgwaYMmUKqlevrpf0eHp6Yv/+/Xj06BH++usvnDp1CpGRkXj37h2ysrLg6OiIYsWKoV69emjcuDH8/f1hamqqUaehoSGWLFmCPn36YNWqVTh58iRevnyJ1NRUODo6wsvLCz169EDXrl1hYGCgl/tQh5eXFx48eIC1a9di7969uHnzJt6/fw9TU1OULFkSTZs2xU8//YQffvhB5fXlypXD3bt3sWbNGuzbtw937txBfHw8TExMUKxYMfj6+iIoKAj16tXL1/vQBO38JwiCIL4bhDsPLCws8ObNG1hZWamVHzBgAFauXAkAaNasGY4ePfpF0klIh3b+E/81/vjjDwwaNAgA0KBBA5w6dUqtbFpaGmrXro2bN28CAGbOnIlffvnli6STIAqCe/fuoXz58gCA3r17Y+PGjQWcIoIg/gv8+uuvmDFjBgDgypUrqFGjRgGniCC+fRITE+Hq6oqkpCS0aNECBw8e1Iveb2HnJqEbtJOb0AUqL4QufGs7/wlCn+Tv8gmCIAiC+IooV64c3NzcAAApKSno1q0bXr58qSQXHx+PESNGcMM/AIwcOfKLpZMgiO+XZs2aQSaTAQBOnz6NiRMn4tOnT0py0dHRaNWqFTf829raok+fPl80rQTxJUlMTMSPP/7If6tyc0gQBJEbxowZg8KFCwMAXwRAEETeWLJkCZKSkmBoaIhZs2YVdHIIgiAIgiC+K8jtP0EQBPHdIJPJMHfuXHTr1g1Ajnttd3d31KlTB8WLF4eBgQFevnyJy5cvIyUlhV83cuRINGvWrKCSTRDEd0SpUqUwYMAArFixAgDw22+/YenSpahZsyZcXFyQkpKCZ8+e4cqVK/yMNENDQ6xfv54bLgjiv0Lv3r1haGiItLQ0/Pvvv4iLiwMAhIaGomrVqgWbOIIg/jPY2NhgwYIF6NWrF/bs2YNr167pzWUqQXyPfPz4EfPnzwcADB06lHboEgRBEARBfGHI+E8QBEF8V3Tt2hWpqakYOnQoEhMTkZmZibNnz6qUNTMzw4wZM2h3IUEQX5SlS5fCxMQES5cuRXZ2Nj5+/Ijjx4+rlHVxccHatWtpgRLxn+TDhw84dOiQ6D8vLy8sWLCggFJEEMR/lZ49e2L79u04cOAARo4ciZMnTxZ0kgjim2XatGlISEhA6dKlMW3atIJODkEQBEEQxHcHuf0nCIIgvjuCg4MRHR2N+fPno2nTpihatChMTExgbGyMwoULo2HDhpgxYwaePHlChn+CIL44hoaGWLRoEe7evYtx48ahTp06cHBwgJGREUxNTeHm5oY2bdogLCwMjx49IsM/8Z+lWbNmvI/28PDAL7/8gpMnT8LW1ragk0YQxH+Q9evXw9XVFeHh4di+fXtBJ4cgvknu3buHpUuXwtTUFDt27IClpWVBJ4kgCIIgCOK7Q8bk/kIJgiAIgiAIgiAIgiAIgiAI4ivE1dUVAPDixYsCTgmhL27dugUAdDwEIQkqL4QuCMsL9R/E9wbt/CcIgiAIgiAIgiAIgiAIgiAIgiAIgiCIbxwy/hMEQRAEQRAEQRAEQRAEQRAEQRAEQRDENw4Z/wmCIAiCIAiCIAiCIAiCIAiCIAiCIAjiG4eM/wRBEARBEARBEARBEARBEARBEARBEATxjUPGf4IgCIIgCIIgCIIgCIIgCIIgCIIgCIL4xiHjP0EQBEEQBEEQBEEQBEEQBEEQBEEQRD7j7u4OmUwGOzu7gk5KgfPx40fMmjWroJPxn4OM/wRBEARBEARBEARBEARBEARBEARBEMQXYceOHfD09MTKlSsLOin/Ocj4TxAEQRAEQRAEQRAEQRAEQRAEQRAEQXwRxo4dizdv3hR0Mv6TGBV0AgiCIAiCIAiCIAiCIAiCIAiCIAiCIP7rPH36tKCTQPzHoZ3/BEEQBEEQBEEQBEEQBEEQBEEQBEEQBPGNQ8Z/giAIgiAIgiAIgiAIgiAIgiAIgiAIgvjGIeM/QRAEQRAEQRAEQRAEQRAEQRAEQRBEPuPu7g6ZTAY7OzulMJlMBplMhnHjxgEALl++jMDAQLi7u8PMzAzOzs5o0aIF/vrrrzynIzo6GiNHjkSVKlVgbW0NMzMzuLi4oHnz5lixYgU+f/6sVcfdu3cxePBglCtXDtbW1rC0tESZMmUwYMAA3Lp1S+U18vt/9uwZAODZs2f8voODg/N8XwRgVNAJIAiCIAiCIAiCIAiCIAiCIAiCIAiCIHKYO3cuxo8fj6ysLP7f27dvcfjwYRw+fBidO3fGtm3bYGhoqLPuHTt2ICgoCGlpaaL/Y2NjERsbiyNHjmD27Nk4cuQIypUrp3Q9YwwTJ07E7NmzRekDgEePHuHRo0cICwvDmDFjMHPmTMhkMp3TSOQeMv4TBEEQBEEQBEEQBEEQBEEQBEEQBEF8Bezduxf379+HmZkZ+vTpg/r16yMzMxNHjhzBjh07AAA7d+6Er68vfvrpJ510R0ZGIjAwEOnp6bC2tkbfvn1RrVo1mJiYICYmBuvXr0dkZCRiYmLQrl073L17F0ZGYnPy8OHDsXjxYgCAnZ0dQkJC4OXlBQC4du0a1q5di4SEBMyePRspKSlcFgBWrVqFlJQU/Pjjj4iLi4OTkxNWrVoFAHBzc8t1nhH/h4wxxgo6EQRBEARBEARBEARBEARBEAShDldXVwDAixcvCjglhL6Qu4SuXLlyAaeE+Bag8kLogrC8fG39h7u7O549ewZbW1skJCSIwoQ75J2cnBAeHo7y5cuLZBYsWICRI0cCAKpWrYrr16/rFP+wYcO4Mf78+fOoW7euKDwzMxMBAQH4999/AQD79+9Hq1atePiRI0fQvHlzAEDNmjWxf/9+ODs7i3S8ffsWzZs3x7Vr1wAAx48fR+PGjVXmQ4kSJfD06VOd7oHQjEFBJ4AgCIIgCIIgCIIgCIIgCIIgCIIgCILIYc6cOUqGfwAYOnQoChUqBAC4efMmPn/+rJPeBw8eAAAcHByUDP8AYGRkhClTpqBEiRJo1KgR0tPTReEzZ84EAFhYWGDPnj1Khn8AKFy4MDZt2sQ9BsyePVunNBJ5g4z/BEEQBEEQBEEQBEEQBEEQBEEQBEEQXwEymQwdO3ZUGWZoaIgKFSoAABhjiI+P10m3o6MjAOD9+/cICwtTKePj44OnT5/i33//RYcOHfj/r1+/xpkzZwAALVq0QLFixdTGU758eXh7ewMAwsPDkZycrFM6idxjpF2EIAiCIAiCIAiCIAiCIAiCIAiCIAiCyG9cXFxgY2OjNtzW1pZ/z8jI0El3165dsXnzZgDAjz/+iGXLlqFNmzYICAhA7dq1+W59VVy4cIF/z8zMxJ49ezTGZWlpyWVv3LgBHx8fndJK5A4y/hMEQRAEQRAEQRAEQRAEQRAEQRAEQXwFCI37qhAa6LOzs3XS3apVKwwePBjLli0DANy6dQu3bt3Cb7/9BhsbGzRt2hRt27ZFu3btYG1tLbr2xYsX/PuePXu0Gv+FvH37Vqd0ErmH3P4TBEEQBEEQBEEQBEEQBEEQBEEQBEF8BWjafa8Pli5din379sHPzw8GBv9nKk5MTMSuXbsQGBgIFxcXLFy4UHRdYmJiruNMSkrK9bWEbpDxnyAIgiAIgiAIgiAIgiAIgiAIgiAI4juhdevWOHHiBF6/fo2NGzdyg7+cpKQkjBgxAvPnz+f/WVhY8O8rVqwAY0zyJygo6Ive3/cMGf8JgiAIgiAIgiAIgiAIgiAIgiAIgiC+M5ycnNC7d29s2LABL168QEREBLp168bDZ8yYgYyMDACAs7Mz/z82NvaLp5WQRv76jSAIgiAIgiAIgiAIgiAIgiAIgiAIgiAKlKSkJOzduxf3799H6dKlVe7Gr169OrZu3YqoqChcvXoV8fHxiImJQcmSJVG7dm0ud/LkSa3xjR07Fu/evYO7uzv69euHIkWK6PV+CNWQ8Z8gCIIgCIIgCIIgCIIgCIIgCIIgCOI/TnBwMLKyslC2bFkEBgZCJpMpychkMtjb2/PfVlZWAICSJUuiUqVKuH37Ns6ePYtz587B29tbZTx37tzBvHnzwBiDlZUVRo4cKQo3MMhxTp+dna2vWyP+P+T2nyAIgiAIgiAIgiAIgiAIgiAIgiAI4j+MtbU1mjdvDgC4f/8+pkyZolLu/PnzCA8PBwCULVtW5O5//Pjx/HvXrl1x584dpevfvn2Ljh07gjEGAPjpp59gYWEhkpH//vjxI5cj9APt/CcIgiAIgiAIgiAIgiAIgiAIgiAIgviP89tvv+Ho0aPIyMjAtGnTcPToUXTo0AFubm5ISEjA5cuXsXnzZmRkZEAmk2HmzJmi67t164aDBw9i8+bNePnyJby8vNCzZ080bNgQBgYGuH37NsLCwpCQkAAAqFChAiZNmqSUDldXV9y9exeJiYno378/mjVrBgcHB/j5+X2JbPhPQ8Z/giAIgiAIgiAIgiAIgiAIgiAIgiCI/zhVqlTB1q1bERwcjE+fPuHSpUu4dOmSkpy5uTkWLFiA9u3bK4WtX78ehQoVwrJly5Ceno5169Zh3bp1SnJ16tTBnj17YGlpqRTWo0cPHD16FAAQFhaGsLAw1KpVS2VaCN0gt/8EQRAEQRAEQRAEQRAEQRAEQRAEQRDfAZ06dcK9e/cwfvx41KpVC4UKFYKRkRHs7e1RrVo1/PLLL4iMjMSAAQNUXm9oaIglS5bg+vXr+Omnn1CuXDnY2NjA2NgYRYsWRatWrbB161acO3dOdGSAkMDAQKxevRqVK1eGhYUFbGxskJ2dnZ+3/d0gY3SQAkEQBEEQBEEQBEEQBEEQBPEV4+rqCgB48eJFAaeE0Be3bt0CAFSuXLmAU0J8C1B5IXRBWF6o/yC+N2jnP0EQBEEQBEEQBEEQBEEQBEEQBEEQBEF845DxnyAIgiAIgiAIgiAIgiAIgiAIgiAIgiC+ccj4TxAEQRAEQRAEQRAEQRAEQRAEQRAEQRDfOGT8JwiCIAiCIAiCIAiCIAiCIAiCIAiCIIhvHDL+EwRBEARBEARBEARBEARBEARBEARBEMQ3Dhn/CYIgCIIgCIIgCIIgCIIgCIIgCIIgCOIbh4z/BEEQBEEQBEEQBEEQBEEQBEEQBEEQBPGNQ8Z/giAIgiAIgiAIgiAIgiAIgiAIgiAIgvjGIeM/QRAEQRAEQRAEQRAEQRAEQRAEQRAEQXzjkPGfIAiCIAiCIAiCIAiCIAiCIAiCIAiCIL5xyPhPEARBEARBEARBEARBEARBEARBEARBEN84X53x393dHTKZDDKZDOHh4QWdnK8KX19fnjfr168v6OR8M1y/fr2gk0DomfXr1/O64OvrW9DJIb4ywsPDeflwd3cv6ORQ2w0gODiY58GUKVMKOjn5wpQpU/g9BgcHF7geQj3fanmUp1kmk+Hp06cFnZyviq/5/UFfYxZqG4hvARrzEJr4Fvrfn3/+GTKZDP7+/pKveffuHdatW4eePXuiSpUqcHBwgImJCWxsbFCyZEk0aNAAkyZNwpkzZ8AYy1P6MjIy8M8//2D48OGoVasW3NzcYG5uDktLS5QoUQItW7bE7Nmz8fjx4zzFI4XXr19j0qRJqFGjBmxtbWFmZgYPDw907NgR+/bt0/leb968if79+8PT0xMWFhawtrZGuXLlMHDgQEREROicvgMHDqBTp04oXrw4TE1N4ejoCC8vL0ydOhUvXrzQSdf169cxYMAAlC9fHtbW1rC0tESZMmXQvXt3HDhwANnZ2TqnT5HU1FR4enryOpIXsrOzUbNmTb3WtePHj8PAwEDSOKRHjx6QyWTo0aOHXuImCIIgCIIgdMeooBNAEPnFx48f8euvv2LFihXIzMws6OQQBEEQBEEQBEEQBPEVcvjwYSxbtgxGRkZYtGiRVvnY2FhMmjQJmzdvRlpamlJ4RkYGkpKS8PjxY5w5cwbTp09H1apVMX36dLRq1UqntDHGsGPHDvz666+Ijo5WKRMTE4OYmBgcOnQI48ePR4cOHTBz5kyUKVNGp7iksHv3boSEhODjx4+i/588eYInT57g77//hr+/PzZu3IjChQtr1Tdx4kTMnDlTyYh+//593L9/HytXrsSIESMwe/ZsGBlpnsZMSkpC9+7dcfDgQdH/79+/x/v373Ht2jXMnz8fy5cvR+/evTXqSk9Px7Bhw7BixQqlsEePHuHRo0fYvn076tWrh3Xr1uUpr8eOHYuHDx/m+nohs2fPxtWrV/WiC8iZWwsNDZW8oGPOnDnYu3cvtm3bhlatWtEiAIIgCIIgiAKAjP/Ef5J3796hYsWKePPmTUEnhSAIgiAIgiAIgiCIr5SkpCT07dsXANCvXz+UK1dOo/yOHTvw448/IjExUfR/6dKlUapUKTg5OSEjIwOvX7/G5cuX8enTJwDAjRs30Lp1a4wdOxazZs2StMP706dP6NGjB/bt2yf638HBATVr1oSzszOysrLw5MkTRERE4PPnz2CMYdeuXTh06BAWLFiAAQMG6JIdGtm/fz86d+6MrKwsAICNjQ0aNWoEa2tr3Lx5E7du3QIAHD16FC1atMCZM2dgbm6uVt/YsWMxd+5c/tvNzQ3e3t7Izs7G2bNn8fLlSzDGMH/+fKSkpOCPP/5QqysjIwMtWrTA2bNn+X/Vq1dHxYoVkZCQgBMnTiA5ORlJSUkIDAyEiYkJunbtqlIXYwzdunXD7t27+X/FihWDj48PLCws8PDhQ1y4cAGMMZw/fx4NGjTA5cuX4ebmJi0jBZw8eRLLli3T+TpV/Pnnn5g4caJedMkZOnQonj9/Llm+ePHiGDlyJKZPn45BgwahcePGcHZ21muaCIIgCIIgCM18dW7/CUIfJCcnk+GfIAiCIAiCIAiCIAiNTJw4EbGxsbC0tMTkyZM1yq5cuRLdu3fnhn9zc3OMHTsWUVFRePjwIQ4dOoQNGzZg69atOHHiBN6/f49du3ahQoUKXMecOXMkuWNPSEhA/fr1RYZ/Hx8f/Pvvv3j79i0OHz6M9evXY9OmTTh79izevHmDpUuX8t32qampGDhwoN5cv8fFxSEoKIgb/jt37oznz59j9+7d2LhxI27evIl9+/bB1tYWABAREYFx48ap1Xf8+HGR4X/27Nl48uQJtm7diu3bt+PZs2eYMWMGXySxYsUKkTFekWnTpnHDv42NDY4cOYKIiAhs2LABe/fuxfPnz9GhQwcuHxISgpcvX6rU9b///Y/HJZPJMG/ePDx79gw7duzAunXrcO7cOUREROCHH34AALx580arJwFVJCUlISQkJM9HQgDgx0/o4xgCOXv37sWGDRt0vm7MmDFwcnJCQkICRo0apbf0EARBEARBENIg4z9BEATxn8LX1xeMMTDGvopzscPDw3l66JxmQhtTpkzh5YXOSyYIgiAI4r/C+vXr+RhHX8ZofXDv3j2+63rw4MEadyiHh4dj8ODB3FBbpkwZ3L59G7Nnz0bJkiVVXmNqaooOHTrg+vXr6NKlC/9/1qxZuHPnjtq4GGMIDAzE9evXAQCGhoaYP38+zpw5g0aNGsHAQHk6z8bGBoMHD8adO3fg6+vL/586dSo2bdqkPhMkMnPmTMTHxwMAatasia1bt8LGxkYk07p1a+zevZun73//+x+ePXumUt+YMWP492HDhmHs2LGi+zI0NMT48eNFCzJ+/fVXlcbtN2/e4Pfff+e/N27cCH9/f5GMnZ0dduzYgSZNmgDIWRwxffp0JV2ZmZmYMWMG/z1hwgSMGjVK6ciBatWq4cCBA/z/06dP6+xuf9iwYWrzRyppaWkYMGAAQkND9Xrk5bt379C/f/9cXWtlZcWf7+bNm3HhwgW9pYsgCOJ7JT0tA8c3n8bEtrPxc51fMLj2OExsMxvHN59GelpGQSePIIivDDL+EwRBEARBEARBEARBEN8dU6ZMQVZWFgwNDfHzzz+rlUtPT0e/fv24cdXV1RVnz55Va/RXxNjYGJs3b+ZHCmRkZGD27Nlq5ZcuXYr9+/fz3/Jz76Xg5OSEQ4cOoXbt2vy/QYMG4fXr15KuV0VqairWrVvHf0+fPl3JGC7Hz88P3bp1A5CTb2vWrFGSuXDhAl/YYGlpiV9//VVt3BMmTODu9CMjIxEeHq4ks3btWnz+/BkAUKdOHbRt21alLiMjIyxbtox7E9i4cSM/lkHO6dOnuUcAS0tL0SIFRcqXLw8fHx/++8yZM2plFTl48CDWrl0LAPD29pZ8nZB//vkHNWrUwMqVK/l/FhYWudKlyMCBA7lHzXr16ul8ff/+/WFpaQkAmDRpkl7SRBAE8T2SlZWFTVN3oqfbAMwJXIqL+yNw/3IUHlyJxsUDEZgTuBQ93QZg45Q/uXcegiAIMv4TBEEQBEEQBEEQBEEQ3xX37t3Dzp07AQDNmzeHi4uLWtmwsDBERUXx3+vXr4eTk5NO8RkbG2PWrFn89+7du5GcnKwkl5aWJpLr2bMn+vTpo1Nc5ubm2Lp1K0xNTQHkuJfPi8eF8PBwfPz4EQDg4OCApk2bapTv0aMH//7XX38phe/Zs4d/b9q0KRwcHNTqMjIyEnlN0KZPvvBAHZ6envDy8gKQs6jh4MGDonBra2sMGDAADRo0QJs2bWBtba1RX5EiRfj3V69eaZSV8+HDB/Tt2xcA4OzsjMWLF0u6Tkj37t3h7+/PPUgYGBhg1qxZ6Ny5s866FNm6dSvP5759+2p93qqwtrbmz+348eO0+58gCCIXpKdlYHK7udg49U8kxCWqlUuIS8SmaTsxqe0c8gJAEASAfDL+p6amYvXq1WjZsiWKFSsGExMT2NjYoEKFChg4cCCuXbumk77w8HAEBgbC3d0d5ubmcHJygpeXF6ZPny55YA0AFy9exMCBA1GpUiXY2dnBzMwMrq6u8Pf3x5IlS1S+dAlZv349ZDIZZDIZFi1aBAB4//495syZgzp16qBw4cIwMzODm5sbunTpIlqlrY3Y2Fj8+uuvqF69OqysrGBpaYly5cph3LhxiI2NlaTD19eXpy8hIQFxcXEIDQ2Fo6MjrKysULZsWQwcOBDv379XuvbZs2f49ddfUa9ePTg5OcHExASFCxdGnTp1MHHiRJ3dkN24cQNDhw5FlSpVYG1tDRMTExQpUgTNmjXDihUrkJKSIpJPSUmBjY0NT//mzZslxRMaGsqvmTJlCn9G8nPX5MhlZDKZWjfgnz59wrJly+Dv7w9XV1eYmprC3t4eVatWxahRoxAZGalTHqgjPDycp0V+9ll8fDzmzp2LGjVqwN7eHlZWVihXrhxGjBihlN64uDj89ttvqFatGmxtbWFhYYGyZctiyJAhiImJkZSGpKQkLFmyBM2bN0exYsVgamqKQoUKoWLFihg0aBDOnz+vVYf8HqpWrQoAuHbtGvz9/WFtbQ0HBwfUrFkT06ZNAwA8ffqUywcEBADIye+5c+fCy8sLhQoVgrm5OUqXLo1+/frp3EYAQGJiImbPno26devCwcEB5ubm8PDwQOfOnZVe5vM7b4SEh4ejV69e+OGHH3iZqlWrFubMmcPbnICAAK3lU05kZCTGjBmDatWqwdHREaampnBxcUGzZs2wZMkSpV0LikyZMoXHJZ8gef78OSZNmoRq1arB3t6e511wcDBOnz4t+V4zMjKwfv16tGvXDiVKlIC5uTlsbW1Rvnx5DBo0CJcuXZKkJzs7G3///Te6d+8ODw8PWFhYwMLCAm5ubvD398fvv/+ush2TI6xj7u7uauXevn2LuXPnolGjRihcuDBMTExgb2+PsmXLIiQkBLt379bL2YvCtlmVG3d3d3fIZDLY2dnx/44fP45evXqhZMmSsLCwQKFCheDl5YXJkyfj7du3KuNp3LixUtuijaVLl/JrNO02+eeffxASEgJPT09YW1vD3NwcJUqUQLt27bB27Vqkp6dLik+RTZs28fiLFCkiaYXy+/fvYWJiwq979OiRWrk5c+agYcOGKFq0KExNTeHk5ITatWtj4sSJeP78ueR0pqamYvny5fD19YW9vT1MTU3h7u6O4OBgRERESNYjBWEdVXVMRHBwMA+/ceMGgJyJ6xEjRqBChQqwtbWFpaUlPD098dNPP+HmzZt6TR+Q97wV1tFhw4YByBkHLFu2TKTTxcUFrVq1wpYtWySfXZqQkMD7AltbW5ibm6NUqVIYPHgwHj58qPO9pqWlYd26dWjfvj3c3Nxgbm4OGxsbeHp6IjQ0FEeOHNFJX0JCAhYtWoTGjRujcOHCMDY2hp2dHapXr46RI0eqLc/q2Lt3Lzp16oTixYvD1NQURYoUQb169bBw4UIkJCRI1pPXOp6ffcujR48wbNgwVKhQARYWFrCxsUHVqlXx22+/Sb5HxXY2OjoanTp1gp2dHWxtbVG5cmWMHDlS6T6zs7Oxd+9eDBw4EFWqVIGzszN/rylRogRat26NpUuXan2HyC/u37+PAQMGwMPDA2ZmZnB2dkbDhg2xePFindIUFxeHWbNmwc/Pj9+jo6MjqlWrhlGjRml0Sy1HcVwIALt27UKHDh1QokQJmJmZwdHREd7e3pg3bx6SkpIkpy+vYx+pCNtX+T1fu3YNffv2RenSpWFhYQFnZ2d4e3tj1apVSuXl4sWLCAoK4s/D3t4eDRo0wIoVK5CRIW0CLjIyEiNGjICXlxfs7e1hYmKCokWLomHDhpg1axbi4uI0Xq/qfXXFihUoW7Ysf/dt3bo1jh8/DkBcd7dv3w4AuHPnDvr168fvw9bWFnXq1MGsWbN0alfkXL9+HQMGDOB5WKhQIVSuXBljx45FdHS0ZD15zRshnz9/xvLly9GoUSM4OjrCxMQErq6u6NChAw4cOAAAeP36Nc8boft0VTDGsGvXLvTo0QMeHh6wtLSEtbU1SpcujdDQUPzzzz9a06Sv8aAqYmJiMHnyZNSuXRuFCxfm/UWDBg0wa9YsjeNqIXkdOwvrmCYj9KVLlzBo0CBUrlwZNjY2MDU1RdGiRVG3bl2MHz8e9+7dk3zv2vjjjz94mkNDQzXKyo8GAHLG3Y0bN85VnC1btkTVqlURGBiIlStX8h3oQjZu3CjapT9+/PhcxeXh4YEff/yR/960aZPKeix8X1f3ziLc0e7r66vy2AEhPj4+/N7u3bunNK8l1CclLxs0aMC/y9swOampqaIxeV711axZEytWrMCpU6ewdetWrbqE4ze5hwJt/PTTT/wZr1y5UuPiB3UIjelly5bFuXPnMG7cOJ31KPLq1SvuBcPNzQ3z58/PtS5hvRLWIYIgCEIa80KW49JB6fPklw9dx7yQ5fmYIoIgvhmYnjlw4AArWrQoA6D2I5PJ2ODBg1lmZqbS9SVKlOByhw8fZt27d9eoy97enh06dEhjml6/fs1at26tUQ8A5uTkxHbs2KFWz7p167jswoUL2dGjR5mzs7NGnQEBAezTp08a07d69WpmYWGhVkehQoXYwYMHWcOGDfl/69atU9IjDH/27BkrV66cki4HBweWnp7Or0lLS2Njx45lRkZGGu/DxMSETZgwgWVlZWm8l48fP7JevXppzWt3d3d26dIl0bUhISE8vHnz5hrjYYyx1NRUZmNjw8vU48ePRc9I3efJkydKuvbs2cOKFCmi8TpDQ0P2888/i/IvN5w8eZLrHDlyJDtz5gxzcXHR+PzPnDnDGGPs2LFjrHDhwmplbW1tuaw6Nm/ezAoVKqQ1n9q1a8c+fPigVo9crkqVKuzatWvM0tJSSUebNm0YY4w9efKE/+fv78+io6NZ+fLlNbYR48aNUxu38Dk3bNiQ/fPPPxrzBQDr1KkTS05O/iJ5wxhjSUlJrEuXLhr1lChRgl2+fJn5+/trLJ+MMZaens4GDRrEDA0NNep0dnZm+/fvV5uuyZMnc9ndu3ezTZs2MWtra406g4ODVbbXQs6ePctKlSqlNe+6du3KkpKS1Op5+fIlq1GjhlY9NjY2bO3atSp1COtYiRIlVMr89ddfWu9bXr6jo6M13rs2tLXd8n7P1taWpaamsh49emhMk7W1Ndu9e7eSnvXr13OZ4sWLs+zsbK1pq127Nr/mf//7n1L4o0ePWN26dbXmk7u7Oztx4oTaeIKCgrjs5MmT+f/JycnMysqKhx07dkxrmlesWMHl69Spo1Jm5cqVzNbWVmOaTU1N2W+//aY1vosXL4rGJoofQ0NDNn36dFHdCgoK0qpXHdr0CPPy+vXrbN68eczExERt+gwMDNiECRNynR5F9JG3wjo6dOhQFhERobX98PLyYm/fvtWYtv379zMHBwe1OszMzNiaNWvUlkdFjh49qrF/ln/q16/Pnj17pjXv1q5dqzXvjI2N1eadUC4iIoI1btxYoy43Nzd2+fJljWnSVx3Pr75l+vTpGseorq6u7PLly6I6evLkSSU9wnY2JiZG5ZivcuXKomuuXLmicawi/Dg6OqrNH8UxS25RbBtWrVrFTE1N1aapWLFi7J9//tGoMzs7m82fP5+Zm5trvD8DAwPWr18/lpqaqlaXXLZKlSosLi6ONW3aVKPOwoULswsXLmhMn77GPlIRtg23b99mEydOZAYGBmrj9fPzY4mJiSwrK4uNHDmSyWQyje1ESkqK2rgTExNZSEiIRh1AzhhgyZIlavUovq+OHz9epZ6///6bMSYuV9u2bWPr1q3TWK4cHR01vmsIxzxr1qxhw4cP15iH5ubmKsdG+ZE3ci5dusTc3d016urQoQN7/PixpLp77949Vq1aNa3tRKNGjdjr16/V6tHXeFBIdnY2mzZtGjMzM9Ooy8bGhq1evVqjLn2MnbX1v+np6Sw4OFhrHAYGBmzw4MFa5ya0kZKSwvtlExMTje+KN27cEKVB3XuIvmjZsiWPy9vbO0+6FNO+ZcsWJRnh+zqg+p1FOKc2ceJESXELx1GHDx8WhcnncgCwf//9V6uuR48ecXmZTCaaZ4uIiOBhhoaGkuZswsLC+DW1a9eWdD+qOHr0KNdjZGTEnj59qvWaHTt28Gt69uzJGFN+BlIoUaIEc3BwYAsXLmRpaWn8f6ljXXW0aNGCXy8fS+T2XSczM5PPsZiYmLC4uDid06OIi4sLc3FxybMe4uvh5s2b7ObNmwWdDOIb4XsqLzdP3WVNZJ1y9bl56m5BJ/+rQFheqP8gvjf0avzfuHGj6OVeJpOxWrVqsd69e7M2bdooTbQFBwcr6RBO3hUrVox/d3V1Ze3bt2dBQUGsevXqIj2WlpZqXzBjY2PZDz/8IJIvWrQo69SpEwsODmY+Pj5KE0q///67Sl3CyZQuXbrwiTJTU1PWuHFjFhISwlq2bKlkyO/du7faPPvjjz9Esqampszf358FBwezxo0bM2NjYwbkTFgL80Ob8b9t27YqX5R//PFHLp+RkcFatWolCreysmItWrRgISEhrEWLFkoG3Xbt2ql9yU5KSlKa+HB0dGTt2rVjgYGBrG7duqJJGysrK3b79m1+vdAYYGRkpPWlYOfOnVy+QYMGjDHGzp8/z/r37680WdK/f3/+effunUjPypUrReXW0tKSNWvWjIWEhLCOHTsqTfw3a9aMZWRkaEybJoT3GRAQwF96TU1Nebz169cXxVm8eHH277//8okbBwcH1qFDBxYYGMiqVKkiki1WrJjaydlZs2aJZA0NDZmPjw8LCgpinTp1Ulq4U7p0abWTVHKZsmXLMk9PT5XlbevWrYwx8YtsnTp1WNmyZfnvihUrst69e7N27dopGUX69OmjMm5hXXR0dOSGL0NDQ1a/fn0WFBTE2rZtq6RvwIABap+LPvMmLS1N6RkWLVqUdenShfXq1YtVqFCB/29nZ8dKlizJf6sy/qelpSkZedzc3Fjnzp1ZSEgIa9y4sWhSz8DAQO1EqvClvXfv3rzsW1lZsebNm7OQkBDWtGlT3vbIP5omePbv3y+K38TEhDVs2JAFBwezrl27iu4PyJkUTExMVNLz+fNnVrlyZVE74O3tzQIDA1lgYCBr2LChyAgkk8nYnj17lPRoM/6fPXtW1O47ODiw1q1bs9DQUNaxY0dR+ZTXP20LRzQh1fhvY2PD2rdvz2U9PDxYt27dlMqMPI/v3bsn0pOUlCRqs0+fPq0xXVFRUaK+Jz4+XhR+9+5dZm9vL4rXw8ODde3alQUGBrIaNWqI2nRjY2O2fft2lXFpmoAKDAzkYaGhoVrzU1i3/vjjD6XwX3/9VZRmOzs71qpVKxYaGsratm2rZBzWFOfly5dFeSqTyVidOnVUtjEeHh78+5cy/gu/Ozg4sLZt27Lg4GBWv359JSPJmjVrcp0mOfrKWxvPnCIAAQAASURBVGEdbdmyJXN0dBS1u8HBwax9+/bMzs5OpE/e16ti3759onptaGjIfH19WXBwMGvevDkfsxkYGIiMPuomRLdu3SrKQ5lMxmrUqMF69+7NunXrJnreQI7xMTIyUm36fvvtN5G8kZERa9CgAQsKCmLNmzdXWng2ZcoUJR3CcOGYsFSpUqxLly6sd+/eSu1XsWLF1C5W02cdz4++ZcyYMSJZa2tr1qZNGxYcHMy8vb15HA4ODqK6qMn4b2Njw3x9fUV65Z+ZM2dy+atXr4oWJhkaGrK6deuy3r17sz59+rDWrVszJycn0fVWVlbs+fPnSnHnh/G/ePHi/NmYmZmxFi1a8HwRPjNTU1N2/PhxtToHDBggugdTU1PWpEkTFhISwtq2batULuvUqaN2UbNcxtPTk9WpU4f/rlChAuvVq5fKelOoUCGlcbkcfY59pCJsU4ULOIsXL846derEevXqxdzc3ERpGjVqFBsyZAj/XblyZRYYGMg6d+6s1CYOHz5cZbxJSUlKCx/t7e1Z27ZtWUhICGvSpImSQf7nn39WqUtY3tq0aaPSYG5jY8M+f/7MGFNfd01MTPg7qWK5Mjc3Z0ePHlUZv3DMI2ynHB0dWevWrVXqMzAwYOfPn8/3vGFMuV8HwGrWrMmCgoJYu3btRP2Ol5eX1rp7+fJlUT0xNDTk44Tu3buzihUrKpVhVe0EY/obD8rJzs5mvXv3Fsk7Ozuz9u3bs9DQUNaiRQslY/7UqVNV6tLX2FmbQbJ///4iPRUqVGDdunVjoaGhLCAgQKlNUlenpLJnzx6uq0mTJhpl586dy2VlMhl79epVnuLWRFZWlqhfGzNmTJ51CufiQkJClMKlGP8rVarEw6UufhAuNBaO29+/fy+K7/Hjx1p1paamiq4Rjrt27dolqmdSOHz4ML+mcOHCkq4REh8fz+bMmSNaQDd69Git17169Yr3D0WLFuXjtNwY/3fs2KGyX86L8X/VqlX82v79+/P/87LQuXPnzjqXHU2Q8ea/x/dkzCXyzvdUXn7rtiDXxv/fui0o6OR/FZDxn/ie0Zvx//79+6IJmBo1arA7d+6IZFJSUtiIESNEA9oDBw6IZBR315mbm7PVq1cr7QxSNDapWkiQnZ3NatasKdIVFhamZLyOjo4WTVQYGBionNBQtau8S5cuSgbAd+/eiSarZDKZysUJ9+7dE+3Wa9q0KYuNjRXJPH36lPn4+CjFq834D4BZWFiwlStXsg8fPrBXr16xtWvXsitXrnD5kSNHiuSHDh2qtCM3MTGR/fTTTyI5dTsIhav0DQ0N2dy5c5VWXF+6dEk0aVajRg0elp2dLXr+qow6QoQLHBSNGlJfnC5cuCCaiB4yZIiSASw7O5tt2LBBNAks5aVOHUKjh/wTEBCgVI7++usvkYx8Mm706NFKO4fWrl0rkt28ebNSvPv27RPJNG7cWMnQnJWVxVasWCGaRGvQoIHKnXmK91CyZEl25MgRlpyczKKjo9n06dP5pI/i8wBydrUoGm4TExNFL6oAVO5oUVUXVd1PQkKCaNeETCZTaVzXd9788ssvouc2d+5cJbkDBw4oGV0A1cb/wYMH83BHR0e2c+dOpV3d7969E+Wdqakpu3btmpIu4Uu7sNx//PhRJPf06VPRwhILCwuVk3jR0dGiyamuXbsqtWOMMXbw4EGRp5TOnTsryQh3X5QoUYI9evRISebJkyeiBWDlypVTktFm/Pf29ubhISEhfAJcyM6dO0Xt85w5c5RkpCLV+C//ODg4sL/++ktJbvv27aLyFxgYqCQjnOQdOHCgxnRNmzaNy3bq1EkUlpycLGqrHRwcVNbF69eviyYCzc3NVb6EaZqA+vfff3mYnZ2daNeKIs+ePeMGAxMTEyWjprDdNDIyYtOnT1dqL9PT09nvv/8uWkiyfPlypbjS0tJEu9Hd3d2VdlEnJycrGc+AL2f8l/e3v/32m9Kir5s3b4qeoTovGFLRZ96q6gf9/PyUxkrJycmsZ8+eIjlVu6vj4uJE7Wm1atXYgwcPlGSExhR15ZGxnN1jwrFBtWrVVJbrv/76S2Qo8vT0VOnZ5OTJkyJDl7+/v5KngA8fPoi8XRkYGCjFqZh2e3t7tmfPHqX+ICwsTBSfqoUE+q7j+u5bhO0CkLMrLiEhQSRz69YtlTvzNRn/5R+5t6/ExEQWExPDFi5cyHfqZWdni4x+1atXV7mLLz09nS1cuFCU16rGyPlh/Jd/Wrduzd68eSOSu379uqjtcnV1VXoOjDG2dOlSka5u3bopeddIS0tjU6dOFd2jfIeiIoppK1GihNKzyMrKYosWLRLpmzRpkkp9+hz7SEVV+7p48WLRGC49PZ116NBBVFflaTxy5IhIX3Jysmj3pJWVlcoxR8eOHUX6Zs6cqdQXvn79WiQHgIWFhSnpUjVG7t69O3v48CFLSkpiZ86cYatWreLyqsqVKm8m165dE5UrFxcXlXVX8X3U0NCQzZo1S6mPunjxIl/4BYD5+vqqfCb6zJuUlBTRAhR3d3d28eJFJZlhw4Yp5YmquvvhwwdRO9qoUSMWFRWlJHfhwgVWunRpLle3bl2tHhDl7XJux4OMMfb777+L2toVK1YoLWBPTk4WLbSSyWRK8zOM6W/srGk8+PDhQx5mYmKi0puH4ruisbGx2sUUUujXr5/GvlKIcHNB6dKlcx2nFCIjI0Vl4c8//8yzTuE7cc2aNZXCpRj/hZ72Dh48KCle4WaTadOm8f8V71Gbt0w5wjkZ4UJn4aYaVfeniqtXr4raKile0y5evMh69+7NfHx8lBYIDxo0SJIOoQcFYTnPjfFfHbk1/j958oQvCnJ3dxeNa/Ni/F+8eDG/tkOHDjpdqwoy3vz3+J6MuUTe+V7Ky4c3CSzApGuujf8BJl3Zh9fxBX0bBQ4Z/4nvGb0Z/4UvQ2XLltXo1lm46rNRo0aiMMWXXk0u/SdNmiSa2FJk69atoskCTa4vP3/+LNpNWK5cOaWBu+JkSvPmzdUO7t+/fy9yY6bKBaFwQrt69eoqX6IZY+zTp0+iiVd1L2OKky3qdmcxljP5Knw51+a2TTgpYGxszGJiYkThDx48EE3kaXIbeOPGDZFhQPjSNnHiRP6/j4+PWh0fPnzg6bewsFDaRSz1xUm4El2bW+QzZ87wHQ95mWhQNHpUqFBBrVu6Jk2aiGQ17VAVvtAr7nDPysoSHQPRqFEjja7wDhw4IHqe27ZtU5IRpsvMzEytu3rGlJ+HkZERO3v2rFr5rl27ctkffvhBacGOYl309vZW640hISFBVBcVy6a+8+bVq1eihUlLly5VqysiIkLJXbdiPt69e5fHp87oIuTHH3/kugICApTCFSd5hav5FXnw4IHIK8a+ffuUZIQ743r16qUxbQ8ePBBN2ChOuAr7ho0bN6rV8/TpU9EzUFwkoMn4/+nTJx5mbm6utt1lTGwcz4u7TV2M/zKZjJ07d06trgkTJnBZe3t7pfBjx47xcEdHR41eSoTlXvHZzpw5U5RPQi8tisTHx7MyZcpweX9/fyUZTRNQ2dnZrHjx4jxclTcHObNnz1Y7cZSens5cXV15uKqJfyHCMYKDg4PSpKNwMYqVlZXGHUl9+vQR1asvafyfNWuWWl3C8gCA3bp1K1dp0nfeKvaDVapUUeuxJi0tTeTBacSIEUoywnrh6uqqdqd7ZmYma9asmShuVROiQpny5cur9FQi59q1a6I2X9XzqFevHg/39fVVWy/T09NFLvgV+3xhuo2NjTX2B0KPGqrGU/qu4/ruW4SGplatWqkdb799+1bJM48U478md/Nnz57lciYmJhrHN4wx0XFXqvqK/DL+N2nSRG1Zev78uWhhiqIRLjExUWR41eSljDFlT2Wq8k8YbmlpqXIBnxzFdyBF9D32kYpi+yr0BiEkJiZGaUf9qVOnVMq+fv1atGNacexz/vx5kR5NXlqys7NFY2QHBwclA7wu76uMKZcrLy8vtUa458+fixZaqVq4ofg+qmkxt3DxsrGxsVI/oO+8WbRoEQ8vVKiQxuNaRo0aJYpbVd0Vvh/7+vpqfH94+/atyJucqvd0fY4H3717x70RymQytZ4a5Aj7hPLly4vKjD7HzprGg8uXL1fb/wnJyMgQ9UnaxiSaEC4g27Vrl0bZWrVqcVlNnoj0QXh4uKj8aTvWTwqDBg3i+hwdHXOlQ7jDXdNRQEK6devGrxk1ahT//9KlS6J7lHqEg9CDgXChypw5c3R+Pvfv3xelQYqntwULFoiukX/69OmjtEhRFcJ2T3GcX9DG/+zsbO4dSSaTKT3jvBj/T5w4wa91dnbW6VpVkPHmv8f3Yswl9MP3Ul4ijt/KteFf/ok49t/PJ22Q8Z/4njGCHkhPT8f+/fv57/nz58PKykqt/NixY7Fz504YGBjg+fPnyMjIgLGxsZJc48aN0bx5c7V6OnfujGnTpgEAXrx4gc+fP8PMzIyHL1++nH8PCgpC06ZN1eoyNTXF2rVr4enpiezsbNy7dw9Hjx5FQECA2msmTZoEmUymMsze3h6+vr7Yt28fAODx48ei8PT0dB4GAPPmzYOpqalKXRYWFli8eDEaNWqkNi2KlChRAl26dFEbHhYWhvT0dABA6dKlMXnyZI36ZsyYgV27diE6OhoZGRlYvnw5Zs+ezcN37doFxhgAoGbNmujTp49aXVWqVEFAQAAOHDgAa2tr3Lp1C/Xr1wcABAYGYvr06QCAc+fO4fnz5yhevLiSjp07d/L0d+jQAdbW1hrTr4qLFy/i0qVLAABnZ2dMmjRJo7yPjw86dOiAnTt3IiMjA2FhYZg6darO8SoyYcIEleUfAHx9fXH8+HH+e/z48RrTd/DgQQA59UHIiRMncO/ePQCAgYEBVq9erTZOAGjZsiV69+6NjRs3AgAWLVqEbt26qZXv0qUL3N3d1YYrMmjQIHh7e6sNX7JkCXbv3o309HQ8efIEFy5c0Cg/e/ZsGBmpbs5sbW3RtGlT7Nq1CwDw6NEjUbi+8+bvv//G58+fAQBVq1bF4MGD1eqqXr06hg0bhrlz56qVWbJkCa9b/fv3R+XKldXKAsCsWbOwYcMGpKWl4ciRI3j8+DE8PDxUyhoYGGDixIlqdZUpUwYVK1bErVu3ACi3Yy9fvuT5amxsjIULF2pMW5kyZTBw4EDMmzcPAPDHH3+gdu3aPPzTp0/8uzwPVVGiRAksWbIEFhYW8PDwQJEiRTTGK0QYBwCkpaWpbXuDg4NhYmICDw8PlC5dWnIceaFZs2aoV6+e2vCOHTtixowZAIAPHz7g48ePsLW15eGNGjWCq6srXrx4gXfv3uH48eMq+7Hr16/zcu/k5KTU1wr7z3HjxqFixYpq02RnZ4f//e9/vI86evQo7t+/j7Jly0q4Y0Amk6FXr16YNWsWAGDbtm1o27atStmtW7fy74GBgaKwXbt28bavWrVq6Nu3r8Z4u3fvjoULF+LKlSt4//49duzYgZCQEB6+c+dO/n348OH44Ycf1OpasGABduzYgeTkZI1x6hs7OzsMHTpUbXijRo1gZ2eHhIQEADl1uFKlSjrHo++8VWTcuHGi8ZsQExMTtG7dGkuWLOH3oIjwWU2dOhWFChVSqcvQ0BB//PEHSpcuzdtVRaKiovDPP//w3ytWrNA4xqhWrRrGjBnDx6OLFy/G2LFj+fgwNjYWFy5c4PLLli1T218ZGxtj5MiR6NSpE4yMjJT6KyGBgYEa+4POnTvzfkqVnvys43ntW2JjY3H+/HkAOe3DokWL1I63nZycMGPGDISGhqqNT5EGDRqgTp06asPfvXuHRo0a4cmTJ6hVq5bW8Y2vry82b94MAHj//r3kdOQFAwMDrFq1Sm1ZcnV1xfjx4zFmzBgAwOrVq/l3ANixYwfevXsHIGecJCwPqhg4cCC2b9+O06dPA8gZ+2zfvl2tfK9evVCqVCm14R07dsSWLVsAqK7T+Tn2kYqtrS2GDx+uMqx48eIoWbIkoqKiAAD169dHgwYNVMo6OzujVKlSePDgAYCcMbpw7CPMez8/P41lWSaTYeXKlTh8+DASExPx/v17bNq0CQMGDFB7zejRo9XWH1WEhYXBwsJCZZirqysmTZqEYcOGAcjprzW9C5UuXVpj2jp16oQ+ffqAMYaMjAw8ffpU1K7oO2/kZQ7IeY93c3NTq2/GjBnYvn270juVnM+fP2PVqlX896JFizS+Pzg5OWH8+PEYNGgQgJwxcNeuXdXK53U8GBYWhpSUFABA27Zt0axZM7W6gJxysmzZMsTGxiIyMhLh4eHw8/MD8OXGzlLfA4yMjDBv3jw8f/4cHh4eqFq1qk7xCOO7f/8+/61tfPTx40f+3dnZWav+xMREUburibp16yIoKIj//vDhgyhc+Gxzi42NDf+elJSUKx1paWn8u7m5uaRrhPUiIyNDpS5TU1MYGBjoTV9u0qaoTx0xMTEq/1+zZg3+/vtvLF26FD179lR7rbz9dHFxwaJFiySl80uxePFihIeHAwB++ukn3gboA2E//ubNG7x48QKurq4ar9EU/urVKzg6OvKxJPHtI69/9EwJKXwv5eXe7fvahbTpuHMfRoX1kJhvGGF5UWeDJIj/KtJG2Fo4efIkf4FwcHDQaDAHAC8vL0RGRuLTp094+PCh2krn7++vUY/ipE58fDz/npSUxA27ALROVANAqVKl0LhxY/5baHRVxMrKCrVq1dKoT2goUDQInD59mueZk5OT1oG1r6+vSiO4Ory9vTVO9AjvLTg4GIaGhhr1GRkZiSZcFPNGuJBB3cuOkLCwMMTGxiIxMZFPggA5z0A+0cEYw7Zt21ReL5y8Eb4o64Jwct/Pzw8mJiZar2nZsiX/fvLkyVzFq4iwzCkinFhwdXVFyZIl1co6ODjw74rlTfi8GjdurNGIJad///78+9WrV0UTHor4+Pho1adOtyoKFy4sakeEi4sUsba2Rt26dTXqE7YVwnYC0H/eCOuConFSFZoWygDicqqtbQVyFh4J80P+Aq+KsmXLwsXFRaM+Te3Yv//+i6ysLAA57bqjo6PW9AnrkGLahManMWPGYNu2bWonYQYPHozQ0FD4+vpqXGymiJOTEwoXzhn5pqamok2bNrh9+7ZK2eLFi2Ps2LHo3LlzricWdUVTewBAqXwqPhMDAwP06tWL/5bShnbv3l1kQLp//z5evnzJf0vpP/38/ESTvJr6T1UI2/H9+/crTTQDwN27d/nLnaOjI1q0aCEKF9YVbeMHOera9E+fPuHUqVP8t6bFdEDOhGq7du0kxalP6tWrp3GC08DAACVKlOC/c7s4QZ95qwpdyr3iPURFReHhw4cAcu63U6dOGnWVLFlS42IyYdktXbq0WoOekB9//JF/f/36Ne7evct/79+/nxsxq1atigoVKmjU1aZNG9y/fx8pKSnc0KoKXcbIiv1eftfxvPYthw4d4nlWvXp1jWMfIKd+qjNEqULbmKVt27b4999/8fjxY40GbjlCo4x8YWp+4+vrq3W80qNHD/790aNHeP78Of8tfH5dunSRtIhWOPY5ceKE2gU0QN7qNJC/Yx+p1KtXT+2iJEA8Rm/YsKFGXZrG6P/++y//LqUu2traiozGmuqikZGRxoUuitSqVQvVqlXTKNO7d2/+jvno0SOR8VSRpk2banwftba2Fo0dFdsqfebNq1evcPXqVQA5CwV69+6tUZeJiYlGmcuXL/OFdUWKFEGVKlW0pk/YL168eFGjgTuv40Fd65CRkZFogYCw3/5SY2fhe8C2bdswZcoUte+fbdq0waBBg9C8eXMULVpUp3jkPHnyBNnZ2QByyoS2BUNyWUDZaKyKlJQUrFy5UtJHcZykOA6WasyWmn5N7bcmhHNG2uaPvqSu/NCnjpCQEMTExCAtLQ0vX77E2rVr+Vg7Pj4evXr1Uvn+xRhDaGgoEhMTAeTMh9nZ2eVbOnXlwYMHfKOJh4cH5syZo1f9Dg4OosW50dHRetVPEATxX8TUQrud4kvoIAji20UvO/8jIyP592rVqklatVuuXDmtMtomtRR3JQgn3O7cuYPMzEwAOS/vNWrU0BofkGM0P3bsGICcnZHq8PDw0HqfwtXV8rTIEa5Oq1q1qtYdGTKZDDVr1hRN3GmifPnyGsOF96ZpV4EQ4WT5zZs3wRjj6RaWASl5rWmnblBQEN/xtW3bNqUV8zExMThz5gyAnAkGXTwiCBEuDrl9+7bGnSlyYmNjRdfkFUtLSz6ZogqhQU7bRLpwEkLxhT43z7tGjRowMTFBeno6srKyRB4aFNFW3oQ4OjpKqv81a9bkhnShIUURNzc3rS/4wrZCcWJe33lz5coVLifc2aWOMmXKwMHBQeVuwbi4ODx58oT/XrVqFXbv3q1Vp9RyqmlXnhxN7ZiwDsXGxkqqQ8KdJjExMaKdSj/++CMWL16MtLQ0JCQkoEePHhgwYAAaN26MZs2aoWnTplqNQFIYMmQIfv31VwDAqVOnULlyZZQqVQr+/v5o2rQp/Pz8RPf9JdH2TBTTpfhMgJxFJ3LPLHv27FHyipOdnS0yaCkuUhHWiRIlSqBYsWKS0u7t7c13GGvqP1Xh6emJWrVq4fLly0hJScHevXtFhitAvGChW7duShOvwvIYHh4uqTzKd2IC4rry4MEDvoPIzMxMUptVq1Ytvvv3S5HXOiwVfeatqvQ5OTlp1CV1PFWyZElJdbdWrVo4e/asyrDc9AkuLi5wd3fH06dPuQ65EUPX8ZGxsTE8PT21yukyRtbU7+VHHc9ruRQ+0+rVq2vVZWlpiQoVKuDatWtaZQHdxiyqeP/+Pe7fv49bt27hwoULOHr0KA8TGlfyE22LHoGcclmkSBG8fv0aABAREcEXEuf1PSAuLg4vXrxQuzBZl75M8fnn99hHKtoMgfoYo7969Yo/H0C3ZxEWFgZAc110d3fXyWiobpwvxN7eHh4eHtxwc/fuXbVeQKQsqFXXVuk7b65evcrzvlSpUqIFGerQVM+E/WJaWpqkflFIeno6Hjx4oHbRQF7Hg5cvX+bfd+3aJWlcJqw3inXoS4ydmzVrBk9PTzx48ACMMUydOhUzZ85EvXr1+HuAl5eX5B3i2hDOq1hbW2t9nxTeX357elJckKVpEb5UhItrcuM1Ecjpb+WLXqSOKYULuYUL9SwtLfl3Xcan+tSnuMhcykJC4Q72YsWKISQkBG3btkWTJk14PZMvTBEa95cvX84XNIWGhmr0cPqlycrKQlBQEFJTUyGTybBu3TpRfuoLOzs7Xg7VeVURoklG7hVAm2cg4ttBPv6nZ0pI4XspL66Fi2P14O3IyszK1fWGRobwa90QDkVVe0b8XhCWF9r1T3xv6MX4/+bNG/5d6gSiFHRdCSucTJG7sgRydmZI2dUNiF1LCXUoIuXlVvhiqmiMzU2e6eJWXZ3LWyDH+CacXNHk8lCIMG8yMzORkJCAQoUK4fPnz3wFM5D3MtClSxcMHToUnz9/xo0bN5Rcy27dupXnZ+/evXM9ASB8Bnfv3tVoYFbFx48fkZWVlaeV5bqUcU27j7QhLMtSn7eJiQkKFy7MX7o01QdN5U0RqcZbYTkSTv4pkpd2AtBv3qSnp4vcNEqtC66uriqN/8IyCuQcKaArmlwQ67Mdi4mJwcqVK3OVPrnxv2TJkti0aRMCAwP5bqjExETs3r2bT/yXLFkSrVq1QpcuXSRPBCsybtw43Lp1C3/++Sf/LyoqClFRUVi+fDmMjIxQr149tGvXDl27dtVrv6YNbc9Esb1TtXOnXLlyqFGjBq5evYrExEQcPHgQHTt25OGnTp3iu34rVKgALy8v0fW5qROA9P5THYGBgXyyetu2bSLjv6InGFVeNYTl8eLFi7h48aJO8QvrilCXs7OzpHZelz5aX+S1DktFn3mryNc2nspL+Zcb/4U6vpYxspD8ruMF9UylGv91GbNER0fj77//xpUrV/Do0SM8fvxYNOZVJLd1TFe0ucqVU7RoUT6GiouL4//npgwoxvnu3Tu1xn9d+zIh+T32kcqXGKMr1iOpXt6k1kVdyjogbeEOkFMv5cb//Bqj6ztvXr16xb9LbVc0xSksp/Hx8bkeA6sjL+PB5ORk0c5x+caGvKTtS4ydDQ0NsWfPHjRt2pS/Y2VkZODUqVM4deoUJkyYwL1MduzYES1btpQ8x6MK4YJkKW713dzcEBERAQC8v9dEkSJFNPYJwcHB2LBhg8owxbInbL9zi7AOCL1C6YKVlRU3/ktdACGUEy46EHpuS09Pl+yGV4q+3KTNyMgo1225vb09duzYgfLlyyMzMxPx8fH4888/uWeoR48eYezYsQBynq22o/K+NLNnz+YLmn7++WdJXq9yg7Ce5fboCYIgiO8J+yKFUK9dTZz5S7f5Fzn12tX87g3/BPG9o5dl08KXQ3VnBOYGdedYSkE4MafLqlWhrCq3w3Ly6kpMaCCUuiNDlxXamp6D4qSl1PxRlJPnj+LkQF7LgJ2dHdq0acN/C3d7Kv7Orct/IO8r6BljeV71n5cyrgv5XR90eeZSy7FQp3ySQRV5zUN95o3iRKXUuq3Obb0+dnloerHOazuWH+nr3Lkzbt++jdDQUJUTcdHR0Vi8eDG8vb1Ru3Zt3LhxQ+c4DQ0NsWPHDuzcuRMNGjRQmkDNzMzE6dOnMWLECLi5uWHw4MFITU3VOZ7coC83lcK2UdH15NatW/l3VS5t87u9UEf37t35JO7Ro0dF/eT58+f5RGvZsmVRs2ZNpevzWh6FZTG/+2h9kZ9uTYXoM28V+drGU/ou/zRG1p2CHCPLSUhIQM+ePVG6dGmMGTMGO3fuxI0bN0R5Z2hoiFq1aqFDhw6S49YXUsuS8JkJ+7HclAFDQ0PRrsj8KgP5PfaRypcYowufg5mZmeR8y4/xOfB1jdH1nTfCMXpex+fA1z1Gz4+0famxc9myZXH37l38+uuvKhcmvX//Hlu2bEGHDh3g4eGBnTt36hyHHOEZ8VKOEBPuLnzw4IHGYxvySvny5UWGcKFnudwi9AZRqVKlXOkQesyQutBXuHBBeFyKovcNKfo+f/4smn9Rpy83aStcuLBWb5yaKF26tOi4jnPnzgHI8QgUFBSElJQUAMDq1asLzMOcKm7evIlp06YByFkANmvWrHyLS1jP8rP+EARB/JdoM1DasYv6vpYgiP8GejH+q5tYKkiEA0tdjBDCF119TtIqIpw8k78IaEP4gpoXFF9upeaP4iSAPH8UJw31UQbUGa5u3bqFO3fuAADq1KmDMmXK5DoO4fNdsWIFGGM6f6TsEvga+Jrqg9QXPeGLfX64nZOjz7xRnEyUqk+dnGKep6am6lxGpbjKzS3C9I0dOzZXdUiVu9NSpUphzZo1ePv2LY4dO4bRo0ejRo0aShONly9fRqNGjUTuxXWhU6dOOHXqFGJjY7F+/Xr06tVLyXVvVlYWli9frvUc8a+N7t2780nDgwcP8vKanp6OXbt2AcjZNdazZ0+lawuqvbC3t+fn4WZkZPB0AtoXLCjGefjwYZ3LotAdakH20V8j+sxbfaPvZ6Xv8k9jZN0p6PqXnJyM+vXrizxN2djYoEmTJhg6dCj++OMPnD59GgkJCbh06ZLojPEvRW7GUsJd4LkpAxkZGaJ8zq8y8LWPffSJoiEkK0uaS8/8qotf0xhd33kjHKPndXyuqLtr1665GgO3bdtWUjp0RbFM3Lt3T+e0qTsm4EuMnW1sbDB9+nQ8e/YM165dw8yZM9GkSROl96yXL1+ia9eu2LFjR67iEeqT0oc0bdpUJH/q1KlcxSsFMzMz0e7rEydO5ElfZGSkyFtFkyZNcqVHeAyW1OMoha7bhZ6X7OzsREdBStEn1GVoaCjykCBM24sXLyR54lGXttwiP/IJ+D+vKDExMbhw4QL/39/fHzKZTOVH8agUYdiUKVPynD5V7N69m3sFjYqKgqWlpdr0TZ06lV+3YcMGUZgUbxjCPkaXI2kIgiC+Z6r6VUT9jtqPlFXEp0NtVPWrqF2QIIj/NHox/gtX2QrdiWkiv1d6Cs+PffPmjdJ5p+p49uwZ/67pXPq8InRJKOW8KwB4+/atXuK2sbERuciLiYmRdJ0wb0xNTfkkoq2trWhnh5QykJWVpXTGmhB/f3++kjs6Oho3b94EANHq/rzs+gfE5VbRxeh/DWF9kPq8P3/+LCpz+qoPmtyDChHWC13cEuuKPvPGzs5O5C5Qat0WnlMrRHFHxNdWTvO7DpmYmKBJkyaYO3curly5gri4OGzZsgXNmjXjMvHx8aKJiNzg7OyMoKAgbNq0CS9evMDdu3cxc+ZMUbk7dOgQ/vnnnzzF8yVxcHBAixYtAOSU17179wLIMdzKDbF+fn4qXUfnpk4A+uk/he785ZO5mZmZ3M2sTCZDr169VF6rz/IozJc3b95o7K/k6KuP/hr5mvtLfY+n9F3+czNGzu9FAgVZx6VQkGNkAJg8eTJfaGpsbIwVK1bg3bt3OHbsGBYtWoSBAweifv363DipaedzfiG1LAmNKcIdkrkpA8LnD+RfGfjaxz76RPgcAOnGtPyqi1/TGF3feSP8ntfxOfB194u2trYizwH5kb4vNXauVq0afvnlFxw7dgzx8fE4evQoQkND+QJXxhhGjx6t05nxcoSeLqR486tbt67I2Lxq1Sqd49SFbt268e/h4eE6H1Eo5I8//uDfzc3N+TuCrlSoUIF/l5Kejx8/iuqRoscBXfVFRkby76VKlRK9d5cqVYovHkxJSZFkjBbqU0zb6dOnsXTpUgwfPlzy4guh5wAybisjXFBVEB7TCIIgvlXGbRqC6k0raxf8/1RvWhm/bB6SjykiCOJbQS/Gf+HOzevXr0taZevn5wdbW1tUqVIFZ8+e1UcyRFSuXJm/9Kanp0t2lSZclStcPaxvqlWrxr9HRERIMizIz5jLKzKZDFWrVuW/5S7JtCHMG09PT/5yI5PJRC9LUtJ5/PhxmJmZoUSJEiqN+IaGhqIdqfv27QMA7N+/H0DO4gPhC3FuED4DqecXR0ZGYsuWLTh37pzGCaGvDeG9Sn3eV65c4RMpMpkMnp6eeklLdHS0pIly+blzAFCjRg29xK0KfeaNTCYTpfXq1atadcXExKg1WhQvXhyOjo78t9RyumfPHuzduxc3b97M89EUmshNHXrx4gU2bNiAU6dO4dmzZ6L+IisrC1FRUTh9+rTKa+3t7dGjRw8cPXoUAwYM4P+Hh4frlO6kpCRERETg4cOHKsPLly+PX375BREREaJJPl3jKWiEbavc+C/cHSU0tAsRPtdnz57h5cuXkuLTR//ZsmVLXuZPnTqFhIQEnDhxgrvv9PX1VWtoyE15vHTpEnbs2IFLly6JXH9WrFiRTyynpaWp3QEnRF999NeIPvNW3wjT9vjxY0lGYE3PSqjv/PnzktLw/PlzUT0Rln/hGFlqGfHw8ICDgwO8vLwQFRUl6RpdKMg6LgVh+oRxqiM7OztXR8CogjGGdevW8d9jx47FgAEDNJ5D/OTJE9H1X4Jbt25plYmKiuLHTshkMtFxKbkZ+wifha2tLYoWLSo1uTrxtY999EmxYsVEizJy8yz0WReltFFv3rwRGdjza4yu77ypVasW//706VOlY+tUoWn+QPFdXorxOTExEWvWrMG///6L6Ohoyd4MdMXAwEDU90itQ8ePH8euXbsQERGh5LHnS42dX758iRMnTqjcKGJqaopmzZphzZo12Lx5M///+fPnePz4sU7xABCl8927d1o3ixgYGGDIkP+bSN+9e7fkvM0NPXr0ELWFEyZMyJWeqKgoUb/Wu3dv2Nvb50pX3bp1+Xcpc3hnzpzh/WLp0qWVFivpqk/4jqh4Lr2hoaGon8urvkWLFmHIkCFYtGiR0jGU6hAuJpC/r1hbW6N///6SPj169BDpE4blV1tbo0YNyenz8vLi15UpU0YUJsWYLxxv5ufmDoIgiP8aJmYmmHHgF3Qb1x7WhdR73bIuZIlu49pjxoFfYGJmolaOIIjvB70Y/729vfnO77i4OK0rY+Pi4nD16lUkJibi1q1b+TLws7KyEg3+16xZo/Wa6Oho0Qtqo0aN9J4uOQ0aNOAD5I8fP2LPnj0a5SMjI/nud30gvLcNGzZonXzIzMzEhg0bVF4P5Bhk5EhxvXfo0CFkZ2cjJiZG7XmQQsPVvn37EBMTw/Ogbdu2sLOzU6tf0T24KoRnsh0/flzSzqexY8eiV69e8PHxyTdXjfmB8HmdOHFCNFGtjtWrV/PvVapUUdqJlVsYY1rLSGxsLI4fP85/t2rVSi9xq0LfeSPcSSF0Va4O4eSVIjKZDH5+fvy3lHYsNjYW3bp1Q7t2/4+9u46LKvv/B/6iWxBQVFQQAzsxsbG7G8HEduVjrLp2ratrd6zYufa6NrauWNgJdosoGOT5/cGP+53LNAwi+no+HvN4zMw999wzZ+69c+e+T7RA6dKlZcetoSkeQ7dv39YpUDZ9+nT4+/ujZs2aqFixIhITE6X1rayspPkStQ0TrjjMsuK8sNqMGTMGWbJkgZeXF3799VeNaZ2dnWX7hz7b+R40btxY2jcPHDiAjx8/Sg2obGxs0Lp1a5XrFSlSRBbU0WW/Cw4Olt14Te3vp5mZmdSwKz4+Hvv27cO2bduk5eoaLADy/XHz5s1ah/UVQqB3797o0KEDKlWqhH79+knLbG1tZTcBtR1H8fHxaZp39ntnyLo1NE9PTxQoUEB6re27ioiIwIEDB9QuV9x37927p7YxkiLF3wQnJydZ0EXx+ujixYtag/mXL1/Gy5cvERERgVu3bsmCE4aSkce4Lho2bChdx926dUtrA94DBw4gIiLCINt+8+aN7PdHMTChSnx8vOwaPr2CeSkdOnRI62+SYrCnXLlysmH/Fb+/rVu3apx7PJnifl6rVq00zY2syfd+7WNo+n7Wjx8/yn5vDHks7t+/X2sD3TVr1kjPS5Qoka4BHEPWTf78+aXp4oQQsmnlVBFCaLyOr1atmjSSXlRUlDRCkSbLly9Hz549UadOHRQtWjRdrysVf7eDgoKk6211Pn/+jC5duqBNmzbw8vLC1KlTpWXf6to5b968yJ07N3x8fLSOGNC6dWvZ6AapqcsCBQpIeSQmJuo0ukT//v3h4eEBIGkf6dSpU6oaOH78+FEWKFbF2toakydPll7v2rULc+fO1Ws7X758QadOnaQpdOzs7DB27Fi9y5usZs2aUoOEsLAwrY0fFIPmzZo1U1quODXEjh07NE71ozgSmC75aQvY3759G5cuXQKQ1LCkfn35vMhVqlSRnm/fvl3rtW9yw5Vkyfk5OTlhyZIlOj2mTJkiy1NxWXrdD2nSpInO5VMsQ+XKlWXLtN0rioyMlB2nhupYQkT0szA1M0WPqZ2w8elS/G9FX5SrVwr5S7vDo5QbytUrhf+t6IuNT5eix9ROMDVTHWchop+PwYb9V7zQHjZsmMZ50yZPniy1jq9WrVq63TTo37+/9Hz16tU4dOiQ2rRxcXHo1auX9MfY1dU11cOh6cLKygo9e/aUXg8dOlTtjcuEhAQMHDjQoNvv06eP9Gf33r17WucQGz9+PB48eAAgKbDeo0cP2fLevXtLNwFPnTqlMQjy+PFj/PXXX9JrVXNOA0mjNyTfQL948SKWLl0qLdM25H/KHlqqWvI3aNAA+fPnB5D0Z7JHjx4ae23s3r0be/fulV6nrIPvWd26daUbXomJiejZs6fG0SYOHTqEtWvXSq979epl0PKMHz9e7Y0SIQT69+8vfRcVKlRA2bJlDbp9RYaum+7du0tDDl68eFHjzcrw8HBMnz5dY/kUz2OHDh1CUFCQxvSDBg2Szr82NjbpOhdx0aJFZYGtgIAAjb3tUh7H/v7+0nmoUKFCUi+U+Ph4zJs3T+O2k2/WAPrdPFAM5Ozfvx+3b99Wm1YIIetNmtluUpibm0vff1RUFH777Tfp+2nVqpXGeXoVg7W///67NAS2KlFRUbL9tHz58rLgp74UA/w7d+6URn6xtrbWOH9sly5dkCVLFgBJ00EMGDBA43YWLFgg6z2b8pyu2Ltr2bJlGm9wTp48OVONBqMvQ9etoSleI02ePFljD8DAwECNU095enrKgiZ9+/bVGBi9du0aZsyYIb3u3r27rAFiyZIlUalSJen1kCFDNPYOV7wea9OmjfR7YmgZeYxrkzdvXlkDy379+qn9zj5//oyhQ4cabNsp6/vatWsa048ZM0b2O6LrNGNpFRUVpfFzX79+HbNmzZJep/wf0blzZ6kR7YcPH2TfryorVqyQNYQx9HVhSt/ztY+hKX7W4OBgrUHu/v37S+cka2trtf+jUuPLly8a96uHDx/KglN9+/Y12LZVMXTdKJ73Jk6cqHGag1mzZuHOnTtqlzs4OMh66Q4dOlTjdByPHj2S1V3Lli1lDXIMTfG//u3btzFx4kSN6ceMGSNND2BsbIxu3bpJy77VtbPib+W8efM0NlgIDQ2VGlsZGxujYMGCOm8nmbm5uWzYeV06WlhZWSEoKEhq+BEeHg5vb2+Nv6EpnThxAhUqVNBpZMpevXrJ7kkNGTJEds2hSUREBOrWrSvbzqxZs+Dq6qpzWVNKOTrj4MGD1f4+HzlyRArWGxsbo3fv3kppSpUqJV1PvH//XmPjkkmTJkkNNNzc3NCwYUOlNO3atZOmAjhw4AC2b9+uMq/4+Hj0799fuh5r27atUvC6U6dO0vccGRmp8X5ZQkICevbsKdVFwYIFZdPUkfz4yp07t9LULkREpBsLKws06F4bv+//DUsuzcDSyzPx+/7f0KB7bVhYpc+9AyLKxISB3Lp1S1hbWwsAAoCoVauWePjwoSxNTEyMmDBhgpTGyMhIBAcHy9K4ublJy1MuUyU5LQARHh4uWxYXFyfKly8vLbeyshIrVqwQiYmJsnQPHz4UderUkZXrwIEDSttatWqVlKZGjRpayzZu3DgpvZ+fn9Lyjx8/ity5c0tpSpQoIW7cuCFL8+bNG9G8eXPZ5wQgVq1apZRfjRo1NC5PaciQIbI8f/nlFxEVFSVLExUVJX755RdZulGjRqnMr3v37lIaCwsLlXV97do1UaRIEdl+osmsWbOktObm5gKAyJEjh4iPj9e43qdPn2RlPnPmjMp027dvl6Xz8fERDx48kKWJj48XK1askO3fRYoUEbGxsRrLoE5wcLCUj5ubm8a0+uxz2tLu3LlT9lnr1KmjdMwkJiaKFStWCCsrKyld9erVVda3pmMvpfDwcKV9uFixYuLatWuydBEREaJ9+/ZSGmNjY3Hy5Mk01YsQ2o9FQ9eN4vZMTU3FvHnzREJCgizN6dOnRd68eZXqRVVdKp4DTExMxJQpU8TXr19laV68eCE6d+4sy2vSpEl610VKfn5+Uvpx48YpLf/vv/+EmZmZlKZMmTLiypUrSum2b98unJ2dpXTZs2cX7969k6WZOHGi7LufNWuW0ucUQohdu3YJGxsbKe2iRYtkyzUdYwkJCaJgwYLS8gIFCohTp04pbePz588iICBASmdjYyPevHmjtb5U0XZuNuTvXkr//fefbN9Jfn7o0CGN60VGRgp3d3cpvZOTk9i5c6dSuqtXr4oyZcpI6SwtLcXVq1eV0mnbj1JK/p1QLHPnzp21rjd79mxZ/XTo0EG8evVKlubLly9i2rRpsrx9fHxU5tesWTMpjYODg9i1a5dseWxsrOyY0ufYUkfbMapvXep7baCOIetWn99BIbSf8+Pj40XZsmWlNHny5BGnT5+WpYmOjha9e/dW+q5U1WFISIh0zZF8XlO1X+/cuVM4OTlJ6QoVKqR0HZX8eY2NjaV07dq1UzqfREdHy845lpaW4vbt27I0afndTcnQx7ihf1seP34sbG1tpTQ1a9YUjx8/VvqMVapUUfpOVZ1H9TnPFitWTEprZ2cnjh8/rpQmLCxMdOzYUWnbVlZWSmn1vWZRR9W5ZtCgQeLz58+ydEeOHBEuLi5SmooVK4q4uDil/ObOnSvLq2PHjuL169eyNLGxsWLatGmy/bdTp04qy2fI/VMIw1776Eqf86s+51ZtaVu2bCn7rNOmTRMxMTGyNG/evBEdOnSQfdZly5Yp5ZWWa+TkR79+/UR0dLQs3ZkzZ2TXrcWKFVP5X0jf3xxtx6Yh6+br16/C09NTds6+ePGiLE1cXJyYOnWqMDIykuWnqi7Dw8OFg4ODlMbd3V0cO3ZMKd2xY8eEh4eH7Dxx584dvesiJW3H3ODBg2VpBg8eLD58+CBLExkZKQIDA2XpevToIUtjyGtnTcfY8ePHZeXw8/NTOicJIcTNmzdFoUKFZL+pqTVw4EApH3X3OFTZtGmT7P+PmZmZ6NOnjwgNDVWZPiYmRuzevVs0btxY6XjLkiWL2Lx5s9ptRUZGigoVKsjWqV69ujhx4oTSvRYhhPjw4YNYuHChyJYtm2yd4cOHa/xMKc/L6o7ft2/fCkdHRyldvXr1lL6nPXv2CHt7eylN79691W5X8ZowuZyK55b4+HgxZcoU2TG5YcMGtfkpntOsra2V0kZGRopWrVpJaSwtLZXu/yQbOXKkrGzjxo1T+h169OiRqF+/vpTG2NhY7N+/X235NNHlt1FX+v5f0IW+13qK/vzzT2ldX1/fNJfF1dVVuLq6pjkf+n6EhoaqPYcSpcT9hfShuL/w94N+NgYL/gshxIYNG2Q3fE1NTUXNmjVFt27dRNu2bWU3ogCIMWPGKOVh6D+9Dx8+FHny5JGly5Url2jbtq3w9/cX1atXF6amptIyIyMjMWXKFJXbMnTAUYikmwGKNzeNjY1F9erVRbdu3UTjxo2lgLOpqamoVKmSxj9j+t5siY2NFT4+PrK6sbW1FY0bNxbdu3cXTZo0EXZ2drLljRo1UnkDUYikgLuXl5csfe7cuUW7du1Et27dhLe3t+xPW+7cuZUaiKT06tUr2fcDQAwdOlTrZxNCyBpWODs7Cz8/P9GpUyelP3djxoyR5W9iYiKqVq0q/Pz8RPPmzZX2HycnJ3H9+nWdyqBKRgX/hRBi7Nixss9iamoqqlevLvz9/UXbtm2Fq6urbLmHh4d48uSJyry0HXuKUv6RzZIli7S/V6tWTXTr1k00adJEFtAFIGbOnJnmehFCt2PRkHUTExMjatWqJUvv6uoq2rdvL7p27SrKlSsnvZ89e3ZZOlV5vn//XpQsWVKWLmvWrKJ58+bC399f1KpVS9YoAYBo3LixUoMDXetCkS43DpYvXy4LDBgZGYly5cqJrl27itatW8tuGAJJNz2PHj2qlM+XL19EiRIlZGldXFxE3bp1Rbdu3USHDh1kN22BpAZEKW8CazvGgoODlc4rJUqUEC1bthQ9evQQTZo0kd3MBVTfRNZVRgb/hRCicOHCSudlVftGShcvXlSqh/z584sOHToIPz8/UaFCBdk53dTUVKxevVplXvregJo2bZpsuwBUNspTpWvXrrL1LCwshI+Pj/D39xeNGjVSOuby5csnXrx4oTKv58+fK+1zxYoVE76+vkrXNVWrVtXr2FLnew3+C2G4ujV08F8IIW7cuCFy5Mgh23758uWFv7+/aNGihewmtOJ3pc95rXz58qJr166iY8eOokCBArJtZcuWTWXDp2TTp0+Xpbe0tBT16tUT3bt3Fy1atJAda0ZGRmLFihVKeaTld1cVQx7j6fHbkjK4Ym5uLurVqye6desmfHx8pGV2dnaiVKlSGs+j+pxnN27cqHT+8fLyEh07dhQdOnQQ5cuXl9VLyjpM2QAkPYL/3t7e0nNHR0fRsmVL4efnJ2sEk3y+DwsLU5unqmM6+Te3ZcuWssYtAES5cuXEx48fVeZl6P3TkNc+usqo4H9kZKTS9Y+Tk5No0aKF6Natm6hbt66wsLCQLVcXTEvLNXLy9Xnyft2yZUvh7+8va0yffL67detWmutFCO3HpiHrRgghLly4IPt/a2RkJCpWrChd7yv+riv+pqlrJPjPP/8IS0tL2faLFi0qOnfuLDp06KC0DxsbG4v169enqi5S0nbMqfqvb2NjIxo2bCj8/f1F3bp1Zb+Nycd4yoYfQhju2lnbMdazZ09ZHtbW1qJatWrC19dXdO3aVVSqVEn225wrVy6t9xM0+eeff6S8KleurNe6wcHBSvcJks+7jRs3lv67VK1aVamekx8tW7YUT58+1bqtqKgo0bZtW6X1c+TIIX2f7du3F97e3rLfzeTz+uzZs7VuQ9fgvxBCbNmyRfY9WFlZiSZNmoiuXbuK0qVLy/IpVqyYyoaRihQbYQBJ///atWsnOnbsqFTH2q4xvnz5otRYomjRosLX11e0aNFC6f7WX3/9pTav2NhY0aBBA1n67NmzizZt2ohu3bqJmjVryurbyMhIzJs3T2P5NPmRg/+KDV/UnQP1weDNj4fBXNIH9xfSB4P/9DMzaPBfCCH27dundPM15cPc3Fz8+eefKtdPjyDIixcvRN26dTWWKflGwp49e9RuKz0CjkIIcfnyZZV/HBX/sAUFBYn//e9/Gv+MpeYGf2xsrBg0aJDSn/mUD1NTUzFp0iStN9Sio6NV9oRK+ShfvrzaFtYppWwhn7K3uDrz5s1Tue2NGzcqpV25cqXImjWr1nKXKVNG3Lx5U6ftq5ORwX8hhFixYoXSzRlVj3bt2in1DlGky7GXLOUf2TNnzig1BlJ82NnZadyH0+tYNFTdCJF0k0axt5KqR8GCBcXVq1dl76nq4SJE0kghHTt2VOqJlPJhbGwsBgwYoHZkivQI0AiR1MMjV65cWuvOw8NDqUeuolevXsnOZZoeXbp0URmE0OUY27Nnj2wkAnWPrFmzarwppIuMDv5PmTJFts6IESN0LvudO3dkjVXUPdzc3MTZs2fV5qPvDagnT54o3dzVNaCTmJgopkyZohQUUvWoXbu2ePbsmcb83r17p3Wf7Nu3r9i9e7dex5Y633Pw31B1mx7BfyGSfmuKFy+u8fw4ZcoUMX/+fIOe12rVqiWeP3+u0+dQFwBIftjZ2am9KarPsa/rDWRDHePp9dty8OBBjddn9vb2Yv/+/aJ169Yaz6P6nmcnT54sOwepe9SoUUOEh4fLelimHFklPYL/ixcvFlOmTNFYxvLly4tHjx5pzFPXY9rIyEgMGDBA5Wg8ydJj/zTUtY+uMir4L4Tun9Xa2losX75c7bbSeo08evRojWUoV66cuHv3rkHqRQjdjk1D1U2y06dPy7ar6tGjRw+xYMEC6XWjRo3U5nf27FlZT3R1DxcXF6URhPStC0W6HHOxsbFi8ODBWv/rA9r/3xji2lnbMRYfHy/69eun9bsGICpVqqQ0Qo6+4uLipM9kYmIiIiIi9Fo/KipKjB07Vqd6SX6YmZmJLl26KI06oYstW7YoNUrVdN5u3ry52oY6KekT/BciqYGetmuaqlWrKo0SpUpiYqIYPny4rCORqkffvn21jgApRFKjoZRB+5SP5FFBtfn69atO+2T27NlVjqCkjx81+B8TEyN1eLKxsVHZwEhfDN78eBjMJX1wfyF9MPhPP7P/m5TUQBo2bIgHDx5g/vz5qF+/PnLlygVzc3PY2dmhdOnSGDZsGO7evYvAwEBDb1qtHDly4ODBgzh27BgCAgJQpEgR2Nvbw9TUFNmzZ0e9evUwf/58hIeHo0mTJt+sXMlKly6N27dvY86cOahatSqyZMkCCwsL5MuXDz179sTFixe1znGfWmZmZpg7dy5u3bqFkSNHonz58nB2doapqSns7e1RsWJFjBkzBvfv38dvv/0mm8dWFRsbG2zYsAHnz59H//79UbRoUdjb28PMzAy5cuVC8+bNsXnzZpw9exYeHh46lVFx/ueyZcuiePHiOq03cOBArF+/HpUqVYKDgwNMTU3h4uKCyMhIpbTdu3dHeHg4Zs+ejfr168PV1RWWlpawsrKCu7s72rZti61btyIkJARFihTRafvfqx49eiA8PBwzZ85EnTp1pGPU2toaRYsWRZ8+fXD27Fls3rxZmuPZ0CpXrowbN25g9OjRKFq0KKysrGBjYwMvLy9MnDgRYWFh8Pf3T5dta2LIurG1tcX27dtx4MABdO7cGfny5YOVlZV0XM2aNQtXr16Fm5ubbD17e3uV+dnZ2WHDhg24fPkyAgMDUaZMGTg5OUnHapkyZfDLL78gNDQU8+fPh5mZmcHqRRdNmjTBgwcPsGzZMrRo0QJ58+aFlZUVLCwskDt3bjRt2hSrVq3CjRs3UKVKFbX5ZM+eHcHBwfjnn3/QtWtXFC1aFHZ2djAxMYGzszNKly6N//3vfwgJCcHatWthZ2eX6vLevXsXc+fORYMGDaRj3sLCAnny5EGdOnUwZ84c3Lt3TzbvaWbk6+srO3crnlO1KVSoEC5cuIDdu3eja9euKFCgAGxtbWFmZgZXV1c0a9YMq1atwp07d2RztaZV7ty5Ubt2bel1586dtf7+JDMyMsKoUaMQFhaGKVOmoEaNGsiRIwfMzc1hY2ODQoUKoWvXrjhw4ACOHDmCXLlyaczP0dERwcHB2LZtG5o2bYrs2bPDzMwMOXPmRNOmTbFv3z4sWrQIRkZGafrMmYGh69bQ3N3dcfnyZaxcuRJ16tSBo6MjzMzMkDt3bnTs2BGnTp3CqFGjdM6vSZMmuH//PpYsWYImTZogT5480nmiYMGC8PPzw4EDB3D06FHkzJlTa37+/v4ICwvD77//jurVq8PFxQVmZmZwcHBAxYoVMWHCBDx48EA2j3R6y6hjXFd169bF/fv3MWnSJHh5ecHW1hZWVlYoWLCg9JtXv359g2939OjROH/+PHr06IGCBQvCysoKpqamcHR0RJkyZdC9e3fs378fx44dg7u7u2xO5jVr1hi8PKqMGjUKp0+fRseOHZE7d26Ym5sjR44caNSoEdavX49z584hb968GvNIPqYfPHiAiRMnomrVqtJ+aWtrizJlyiAwMBDXr1/H/PnzYWHxbeeR/N6vfQwp+bNevHgRgwcPRqlSpeDo6AgTExM4OjqievXq+P333/Hw4UP07Nkz3coxefJknDp1Cu3bt0euXLlgZmaG7Nmzo2nTptiyZQvOnz+fqvnV08LQdVOlShXcuHEDc+bMQY0aNaR9PmfOnGjTpg0OHz6MFStWSHPKA4CDg4Pa/CpVqoSbN29iw4YN6NChAzw8PGBraysdk8n3Gu7evYtmzZoZokp0ZmZmhjlz5uD27dsYPXo0KlWqJF3H2NnZoVixYggICNDp/823uHY2MTHBwoULcfnyZQwZMgTly5eHo6OjdMx7enrCz88Pu3btwpkzZ+Dp6ZnaqgEAmJqaSnPYJyQkYMeOHXqtb2triwkTJuDJkyfYvXs3+vXrhypVqsDFxQUWFhawtLREnjx5UK5cOfTu3RubNm3C8+fPsXbtWpQtW1bv8rZt2xY3b97E4cOHMWDAAFSoUAHOzs4wMzODlZUV8uTJg4YNG2L69Om4d+8edu7cicKFC+u9HV20b98ed+7cwfjx41GuXDnpmitHjhxo0qQJNm3ahOPHjyN79uxa8zIyMsL06dNx8eJF9O/fH56enrC1tYWlpSU8PDzQtWtXnDlzBosWLYKJiYnW/Ozt7fHvv/9i9+7daNeuHdzc3GBhYQEbGxuULFkSQ4cOxc2bN9GjRw+teVlYWGDhwoW4evUqBgwYgOLFi8POzg7m5ubIlSsXGjRogAULFiA8PBzNmzfXqe5+Nv/++y+io6MBAG3atIGNjU0Gl4iIiIjo52AkhBAZXQgiTZYsWYK+ffsCAObNm4eBAwdmcIlIXw8fPkS+fPmk1zzt/J/w8HCpIYyzszPevHmTwSUiIiIiop/B+PHjMWHCBACAn58fgoKCMrZA35Fx48Zh4sSJAIChQ4dixowZGVwiSg9hYWEoWLAgEhMTUbt2bRw5ciSji0T0Q2nXrh22bt0KALhy5QpKlSqV5jxz584NAHj69Gma86Lvw9WrVwEAJUuWzOCSUGbA/YX0obi/8PeDfjamGV0AIm3Wrl0LALC0tJRa5hN9r/755x9cvnwZHh4eqFixIvLnz68x/blz56TnJUqUSO/iERERERH9dCZOnAh7e3t4eHjAx8cH1tbWGtPzGv3n4OHhgTZt2mDLli0IDg7G3bt3UahQoYwuFtEP4eXLl9i1axeApNGcDBH4JyIiIiLdGHzYfyJDunXrFs6cOQMgaZg7R0fHDC4RkWaPHj3CmDFj0LlzZ3Tv3l1j2piYGEyfPl16Xbdu3fQuHhERERHRT2fv3r345Zdf0KxZM2zevFlj2rNnz+LgwYMAAGNjY/j4+HyLIlIGmTBhAkxMTCCEwLx58zK6OEQ/jMWLFyM2NhYAMGXKlAwuDREREdHPhcF/+m59/PgRvXv3ll4HBgZmYGmIdFOvXj1p7u8TJ05gzJgx+PTpk1K6Bw8eoEmTJggNDQWQNDehLvMOEhERERGRfho0aCA9HzZsGI4ePaqURgiB3bt3o3HjxtJ77du3h6ur6zcpI2WMwoULo2fPngCAv/76Cy9fvszgEhFlfh8/fsSCBQsAJHXkKV++fAaXiIiIiOjnwmH/6bvi6+sLExMTxMTE4MiRI9L85927d0fp0qUztnBEOihQoAD69OmDxYsXAwAmT56M+fPno3z58nB1dcXnz5/x6NEjhISEQAgBADAxMUFQUBCyZ8+ekUUnIiIiIvohDRkyBCtXrsTz58/x7t07+Pj4oFChQihSpAgcHR3x6tUr3LhxA48ePZLWKVSoEObPn5+BpaZvZdq0adixYwdev36NadOmYe7cuRldJKJMbfbs2YiIiECWLFkwe/bsjC4OERER0U+HwX/6rkRERGDfvn2y98qVK4dZs2ZlUImI9Dd//nyYm5tj/vz5SExMxIcPH3D48GGVaV1dXfHXX3+hXr1637iUREREREQ/h6xZs+LEiRNo164dLl26BAC4e/cu7t69qzJ948aNsWrVKjg5OX3LYlIGyZo1KxYtWoQ2bdpgyZIl6N+/PwoVKpTRxSLKlJ4/f46ZM2cCAGbMmMHRU4iIiIgyAIf9p+9KvXr1kDNnTpibm8PDwwMjR45EcHAw7O3tM7poRDozMTHBnDlzcOPGDfz666+oVKkSnJycYGpqCgsLC+TNmxfNmjXD8uXLce/ePQb+iYiIiIjSWf78+RESEoKdO3eic+fO8PT0hK2tLYyNjWFnZ4cSJUogICAAJ0+exN69e5EtW7aMLjJ9Q61bt0afPn0QGxuLwYMHZ3RxiDKt4cOHIzo6Gm3btpVN5UlERERE346RSB53moiIiIiIiIiIiIjoO5Q7d24AwNOnTzO4JGQoV69eBQCULFkyg0tCmQH3F9KH4v7C3w/62bDnPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERF9U0eOHIGRkREaNGigU/odO3agadOmyJkzJ8zNzZErVy506NABFy5cSOeSZh4M/hMRERERERERERERERER0Tfz/v179OnTR6e0MTExaNWqFVq1aoW9e/fi5cuXiIuLw4sXL7B582ZUqlQJixYtSucSZw4M/hMRERERERERERERERER0Tfx5csXNGnSBPfv39cpva+vL3bs2AEAqFq1KrZu3YqzZ89izpw5cHJyQkJCAgYOHIgTJ06kZ7EzBdOMLgAREREREREREREREREREf34nj9/jhYtWiAkJESn9P/88w+2bt0KAGjbti02bdoEY+Ok/u2VKlVC3bp1UbZsWcTExGDcuHEIDg5Ot7JnBuz5T0RERERERERERERERERE6WrHjh3w8vKSAv/JQXxNJk+eDADImTMnVq9erbRO0aJF0bVrVwDA8ePH8f79ewOXOnNhz38iIiIiIiIiIiIiIiIiIko37dq1k3rwm5qaYu7cufjjjz/w6NEjtes8fvwY//33HwBg2LBhsLKyUpnOz88PiYmJcHZ2xtevXw1f+EyEwX8iIiIiIiIiIiIiIiIiop9UbGwswsLC8PXrV1haWsLDwwPm5uYG3cb58+cBAIULF8bq1atRoUIF/PHHHxrXOXz4MIQQAIA2bdqoTeft7Q1vb2/DFTYTY/CfiIiIiIiIiIiIiIiIiOgnExcXhyNHjuDixYswMjKCkZERhBAQQqBcuXLw8fGBmZmZQbbl6uqKX375Bf3799c5zxs3bgAAnJyckCdPHun96OhoPHv2DPb29siRI4dByvej0D6RAhERERERERERERERERER/TDi4uKwatUqXLhwAfHx8YiLi0NsbCzi4uIQHx+PCxcuICgoCHFxcQbZ3smTJ/HLL7/o1Zjg9u3bAIC8efNKefj4+CBLliwoXLgwcubMCU9PT6xevdogZfwRMPhPRERERERERERERERERPQTOXLkCF6/fo2EhASVyxMSEvDq1SscOXLEINszNtY/LP3u3TsAgIODA5YsWYKaNWvi6NGj0lQAAHD37l34+/sjICDAIOXM7Bj8JyIiIiIiIiIiIiIiIiL6ScTGxuLixYtqA//JEhIScOnSJYP1/tdXdHQ0gKQRAAYMGAAnJyesWrUK7969w6dPn/Dvv/+iSJEiAIBly5Zh3rx5GVLO7wmD/0REREREREREREREREREP4mwsDAYGRnplT4jfPnyBQDw4sULWFtb4+TJk/D394ejoyOsra3RoEEDnD59Gu7u7gCA8ePHSw0GflYM/hMRERERERERERERERER/SS+fv2qV/A/OQj/rVlaWkrP//e//8HT01MpTdasWTFhwgQAwPv373HgwIFvVr7vEYP/REREREREREREREREREQ/CUtLSwghdE5vZWWVjqVRz9bWVnretGlTtekaNmwoPb948WK6lul7x+A/EREREREREREREREREdFPwsPDQ6/gv4eHRzqWRr0cOXJIz3PmzKk2XbZs2WBubg4AePfuXbqX63vG4D8RERERERERERERERER0U/C3Nwc5cqVg4mJicZ0JiYmKFu2LMzMzL5RyeSKFSsmPX///r3adImJiYiLiwMA2Nvbp3u5vmcM/hMRERERERERERERERER/UR8fHzg4uKitgGAiYkJXFxc4OPj841L9n8qVKggPT9//rzadHfv3pVGMnBzc0v3cn3PGPwnIiIiIiIiIiIiIiIiIvqJmJmZwd/fH15eXjA1NYWZmZns4eXlBX9//wzr9Q8A9evXh52dHQBg+fLlatNt2LBBet64ceN0L9f3zDSjC0BERERERERERERERERERN+WmZkZGjRogNq1ayM8PBxfvnyBlZUVPDw8MjTon8zKygp9+vTBjBkzcObMGfzxxx8YPny4LM2lS5cwc+ZMAEmjGbi7u2dASb8fDP4TEREREREREREREREREf2kzM3N4enpmdHFUGncuHHYtWsX7t69ixEjRiAkJAR+fn5wcnJCcHAwfv/9d3z58gWWlpZYtGhRRhc3wzH4T0RERERERERERERERERE3x0bGxsEBwejUaNGCA0NxbZt27Bt2zZZGnt7e/z9998oVKhQBpXy+2Gc0QUgIiIiIiIiIiIiIiIiIiJSJVeuXLhw4QIWLVqEqlWrImvWrLC2tkbRokUxbNgwXL9+HT4+PhldzO8Ce/4TEREREREREREREREREdE39fDhQ53Tmpqaom/fvujbt2/6FegHwJ7/RERERAby/PlzjB07FhUrVkTWrFlhYWEBNzc31K9fH3/99Reio6M1ru/u7g4jIyMYGRnB398/TWV5+PChlJeRkRGOHTumdx7jx4+X1nd3d5ctCwoKkuWf1kfNmjVl+desWVOv9S0tLZEtWzaUKlUKvr6+WL9+PWJjY1NfgQQA8Pf3l+p4/PjxSssV95G07rP6unz58jfdnq601dn3TrH8ujwsLCzg5OSEYsWKoV27dli2bJnWcx0AWR41atSAEEKvcl64cEGWh7569uwpW3/p0qV652FIGXksGUJiYiJCQ0O/ybYUf39S/nakhrZjVvG3WdVvqbbl37sHDx7g48ePKpdl9vNZWjRr1gxGRkYICAjQeZ0nT55g4cKFaNu2LYoWLYqsWbPCzMwMWbNmRcGCBVGnTh1MnToVFy9eTHP5Pn/+jF27dqFPnz4oW7YsXF1dYWFhATs7O+TPnx8tW7bEvHnz8OLFizRvS5sHDx4gMDAQJUqUgJ2dHaytrVGwYEH4+vqm6pg4efIkfH194eHhAUtLS2TNmhUlSpTAsGHDcOfOnVSVb8yYMfDy8kL27Nlhbm6OHDlyoFGjRli9ejXi4uL0zlPR/PnzVV4r62PPnj16/549ffpU7+vtAQMGaMxTCIFdu3ahffv2cHd3h5WVFWxtbVGwYEH4+fnp9H126tQJRkZG6NSpk86fhYiIiIgMi8F/IiIiIgNYtmwZChYsiEmTJuH8+fOIjIxEbGwsHj9+jIMHD6JHjx4oUqQI9u/fn9FF/SHFxMTg7du3uHr1KtatW4cuXbqgaNGiuHLlSkYXjQzs7t27qFevHoYMGZLRRSEAsbGxiIiIwM2bN7F161YEBASgQIECOHLkiM55nDhxAosWLUrHUsp9/vwZW7dulb23bNmyb7b9H01ISAgqVqyI2bNnZ3RRSA9fv37F+PHjUbx4cURERGR0cb4rS5YswZ49e2Bvb4/JkydrTX/nzh20bdsW+fLlw4ABA7Bt2zbcunULkZGRiI+PR2RkJO7fv48jR45g9OjR8PLyQs2aNXH69Gm9yxYXF4fFixcjf/78aNGiBZYuXYrLly/j+fPniI2NRXR0NMLCwrBz504MHjwYbm5u6NmzZ7o1Ali8eDGKFSuG2bNn4/r164iOjsaXL19w//59rFu3DrVq1YKvr69OjcLi4uLQs2dPVK9eHevWrUN4eDhiYmIQGRmJ69evY+bMmShZsiRmzJihU9mEEJg4cSKKFSuGyZMn4+LFi3jz5g3i4uLw6tUr/Pvvv/D390f58uXx4MGDVH3+u3fvYtSoUalaN9mbN29S1XPN0I0gX7x4gRo1aqBFixbYsmULHj16hK9fv+LTp0+4f/8+1qxZg1q1aqFVq1b48OGD2nymT58Oa2trbNy4ERs2bDBoGYmIiIhINxz2n4iIiCiN5syZIwtE2tnZoUaNGsiePTueP3+O48eP48uXL3j69CmaNGmCPXv2oGHDhhlY4rTz9PTU2htOsSdtzZo14enpqTZtoUKFNC6rVauWxm1FRUXh/v37uHTpEuLj4wEk9fTy8fHBxYsX09Qbi74fR44cQaNGjRAbG4saNWpkdHF+eDlz5kSzZs00pomOjsbjx48REhKCr1+/AgBevXqFJk2a4MSJEyhfvrxO2/r111/RpEkTuLm5pbnc2mzfvl3q6WxmZoa4uDhcunQJFy9eRLly5dJ9+z+S1atXo3v37khMTESxYsUyujikh2LFiiEsLCyji/Hdefz4MYYOHQoAGDVqFLJly6Yx/dy5czFixAjExMTI3i9evDjc3d3h7OyMz58/4/nz5zh//rw0KtHx48dRvXp1zJs3D/3799epbK9fv0aLFi1w9uxZ2fuurq4oXbo0smfPjpiYGNy9exdXrlxBfHw84uLisHLlSuzYsQMrV65EixYtdKwJ7RYvXox+/fpJr7Nly4aaNWvC3Nwc58+fx7179wAA69atw/v377F7924YG6vvg9SlSxds2bJFel24cGF4eXnh69evOHr0KCIiIhAbG4vhw4cjMTERI0aMUJuXEAIBAQFYvny59F6OHDlQsWJF2Nvb4/Lly7h27RoAIDQ0FLVr18b58+fh4uKi8+d/+fIlGjVqpFPDBnWio6PRtGlTPHv2TO91FRu4ent7o3jx4lrXqVatmsr3IyMj4ePjg1u3bknvFS5cGOXLl0diYiLOnj0rnS927NiBV69e4ciRI7C0tFTKK0+ePPjf//6HSZMmoX///vDx8dGrXomIvjdfE2Jx9m0obn0Mx+PPLxGbGAcbUyt42OZGKfuCKJO1cKpGIiMiSk8M/hMRERGlwdWrVzF8+HDpdceOHbFo0SI4ODhI771+/Rq+vr44ePAgEhIS0LFjRzx8+FCWJrOpXLkyKleurDGNYvDfz88v1UNZV65cGUuWLNEp7fPnzxEYGIjNmzcDACIiIjBgwADs3bs3Vdum78uTJ084ncM3VKhQIZ2Pvffv32P8+PGYN28egKRexT169EBoaKhON8Oio6PRu3dvHDhwIE1l1kVQUJD0vHfv3li4cCGApHMWRwDQT3h4OBITEzO6GJQKDPyrNmjQIHz69Am5c+fGoEGDNKYdNWoUpk2bJr12cHDAiBEj4OvrC1dXV6X00dHR2LZtG8aNG4fHjx8jMTERAwYMgLW1Nbp166ZxWw8fPkStWrVk86E2bdoUY8aMUdnI6s2bN1i6dCn++OMPREVFISIiAq1bt8ayZcvQo0cPLbWg3a1bt/DLL79IrwcOHIiZM2fC3NwcQFLwfdWqVejbty9iY2Pxzz//YO7cuWpH7Vm5cqUU+DczM8OKFSvQtWtXafnXr18xdOhQ6Xw9atQo+Pj4wMvLS21+ioH/iRMnYvjw4bCwsJDe27FjB/z8/BAVFYXHjx/jf//7H9atW6fT579//z4aN26c6hEDgP9rzPHff/+lan3F4H9yA7rU+vXXX6XAv6WlJVatWoUOHTpIy4UQWLx4MQYNGoSEhAScOXMGU6dOxcSJE1XmN3z4cCxZsgRv3rzB0KFDsXbt2lSXjYgoo8QlxmPz44PY/fw4PsV/UVp+6f1tbHtyGDktndHFvTFqZmcjYiL6fnDYfyIiIqI0mDJlijRXaI0aNbBu3TqloH727Nmxc+dO5M+fHwDw4cMHrFixQikvW1tb6bmdnV36FfoHlitXLmzcuBGNGzeW3vvnn39SNUcsaTd+/HgIISCEkAVU6eeTNWtWzJ07V9YL9Nq1azh48KDOeRw8eBCrVq1Kj+JJnjx5guDgYABJvWUVA1EbN25EVFRUum6fvj9BQUHSeSw189o/fPhQWr9mzZoGL19GSmvdZDaHDh3Crl27AACjR49W2as52bp162SB/0qVKuHu3bv49ddfVQb+gaTrPH9/f1y/fh3Vq1eX3g8MDMTLly/VbismJgZt2rSRAv9WVlbYuHEjdu/erXZ0lWzZsuG3337DlStXUKJECQBAYmIi+vTpg6NHj6rdlq5GjRolNcZr0aIF5s2bJwX+AcDIyAjdu3eXNaiaOnWqynNsTEwMfvvtN+n1jBkzZIF/ICkgvWDBAqkhaWJiomwdRe/evZONCjB79myMGTNGFvgHgJYtW0oN1gBg06ZNGr+HZLt27YKXlxfu3r2rNa06Z86cQdmyZZVGcdCHYvC/VKlSqc4nKipK9ts7f/58WeAfSPo++/XrhwkTJkjvzZs3T/oPlJKtra3UOHrdunVp+pxERBnh+Zc3GHxpBjY+3q8y8K/oxde3mHF7NabeXImvCWyoTkTfBwb/iYiIiFLpy5cv0k1iABg7dqza4UytrKzg6+srvT558qRSmsKFC0vPixYtasCS/lyMjIwwZcoU2Xv79+/PoNIQ/VwmTpwIU9P/G2BOl2PP3t5eeh4YGJhuc1MDScPUJ/dU9/HxQf78+VG2bFkASb1yOT8x0c9rzJgxAJIaM2karejt27eyUQFKly6No0ePap0iIJmdnR127twppY+MjMSCBQvUph85ciQuXrwIADA2NsbOnTuVgrPqeHh44OjRo/Dw8AAAxMfHo3v37vjyRXMgQ5OnT59iz549AJKuuaZOnao2rZ+fH6pUqQIgqd62bt2qlGb79u1S0D1v3ryyRmQpzZ49GzY2NgCAAwcOqBzBIigoCBEREQCAqlWrykYoUFW+nDlzAgASEhJw+PBhtWmfP38Of39/tGzZUprz3traWm16Vd6/f4/AwEDUrFlTGupf3zwA4OPHjwgPDwcAODk5IU+ePHrnkezcuXNSQ44sWbJo3PcHDRok/cZ/+PABly9fVps2ICBA+q7Gjh2b6vIREX1rL768xYjQuXj0Wb//JKffhmLC9aWIS1TdMIqI6Fti8J+IiIgolaKiojBgwAA0bNgQhQsX1joHeY4cOaTnqoJbigF/XebtJPVKlSolCygmzztLROnLyclJdi7T5dibPn06TExMACQFwfr27Ztu5Vu9erX0PHnu606dOknvcdh/op/TgQMHpOHXO3furLHX//Tp0/H+/XsAgKmpKTZu3AgrKyu9tpc1a1aMHj1aer1u3ToIIZTSvXz5EosXL5Zejxw5EvXq1dNrW87OzrJh1x89eoS5c+fqlYeiPXv2ICEhAUDS9VaRIkU0plc8x27btk1p+c6dO6XnrVq1gpmZmdq8HBwc0LBhQ435KTbi+v333zWWzcjICDNmzMCkSZOwePFilC5dWmW67du3o2DBgli9erX0PVWvXl32m6LNmTNnUKBAAcyePVvqMV+sWLFUTU0VGhoqlSMtvf6BpEYZyXLkyCFrwJeSnZ2drJHL69evNaZt164dAODw4cPs/U9EmUKCSMQft4MQEfsxVetf/XAPax7+Y+BSERHpj8F/IiIiolTKnj07Zs6ciX379uHWrVtS8EodxSBY3rx5lZYz+G9YisPPxsfHpzk/f39/GBkZwcjICNevXwcAXLp0CT179kTBggVhbW0NFxcXeHt7Y9myZUpz0587dw5+fn7w8PCApaUlHB0dUb16dSxevFjtsKkpPX78GOPGjUPFihWRPXt2WFhYIEeOHKhevTqmTZuGd+/e6fx5IiMj8fvvv6Ny5cqwt7eHlZUVChQogAEDBug8lO348eOlOtHUUwwAbt++jQkTJqB27drImzcvbG1tYWlpiRw5cqBChQoYNmwYbt68qXLd5LpXnBP5+PHj0rbd3d3Vbvd7qzNdfQ/7W2opDq2sy7FXrlw5DB06VHq9a9cubNq0yeDlOnXqFO7fvw8gqadl/fr1AQAdO3aURm25dOkSLly4YNDtfvnyBQsXLkTNmjXh6OgICwsLuLu7w9/fX+rNq69Dhw6hR48eKFSoELJkyQJra2vky5cPHTp0wLZt21QGEVX577//0L9/f5QsWRJZsmSBhYUFcubMicqVK2PUqFHSHNAp1axZE0ZGRrIhoFevXi3ts+qGv4+Li8P69evRrVs3FCtWDNmyZYO5uTkcHBzg4eGBtm3bYtWqVUr7szbPnj3D//73P3h6esLa2hrOzs6oWLEipk6dijdv3mhcV/FYS83Q9u7u7tL6x44dU7tM34fi3O6KPn36hOXLl6Njx47w9PSEk5MTzMzM4OjoiEKFCsHX1xdbt26VRrhQdOzYMSl/Rfny5VP5GfSpmzdv3mDatGmoVasWXFxcYG5uDmdnZ5QpUwZDhw6VzmOaJG9LMQD7999/o1WrVnBzc4OlpSWcnZ3h7e2NGTNmGHSaDsWe9927d1eb7suXL1i5cqX02s/PTzZykz66dOkCT09P9O7dG3/++acUUFc0f/58fP36FUDSKFKBgYGp2laVKlXQtGlT6fWiRYtUbk9xH1G1TwPy0at8fHy0bltxioNjx44pbTct+aXsqf/8+XNcunQJAJAnTx54e3trza9z58747bff0KdPH7XX31evXsXnz58BJE1BMH36dBw9ehTOzs5a80929+5daUQCExMTDB06FBcuXEC+fPl0ziOZoYb8B5KmzEr27NkzjeffL1++yK6bFNdVRfFY0jS6BRHR92LPs+O4G/U4TXnsfBqMB9FPDVQiIqLUUd+ck4iIiIgM5sWLF7LeQa1atVJKU6xYMQBJN9KyZs36zcr2I3r37p0s4KPt5mRqjB07FlOmTJEFWL58+YLXr1/jzJkz2LRpE3bt2gUbGxsMHz4cs2bNkgXkYmJicPLkSZw8eRIbN27EgQMH1PYcFEJg8uTJmDp1qhQESPbq1Su8evUKJ0+exO+//45Zs2ahR48eGsu+d+9e+Pv7KwW+Hzx4gIULF2LlypVYuHChvlWi0ufPn9GnTx+sX79eZTAqufwhISGYNWsWfvnlF8yYMUPtFBq6ysx1psq33N/SIj4+XgqwA7ofe+PHj8fOnTtx584dAMDAgQPh4+Oj8zDauggKCpKet2zZUhpqOVeuXKhTpw4OHjwIIKn3v5eXl0G2+d9//6F9+/Z49OiR7P1Hjx5h9erVWLdunV4B5xcvXqBLly4q5+x++PAhHj58iM2bN6N06dLYvHkzChUqpDKfuLg49O7dW1YnyV6+fImXL1/i3LlzmD59Ovr164e5c+em+Zj8999/0adPHzx+rHxD9cOHD/jw4QPCw8Oxbds2TJw4Ebt27ULJkiW15rtnzx506dIFHz/+Xw+t5ADV+fPnMXPmTMyfPx+dO3dOU/m/B6tXr8bQoUNlPXWTvX//Hu/fv8e9e/ewbt06lC5dGrt27VLZ2NCQhBCYPXs2fvvtN6Wh5N+9e4d3797hypUrmD17Nnr06IF58+Zp7FWf7O3bt+jUqRMOHTokez8mJgZnzpzBmTNnMHPmTOzatQuVKlVK02d48uQJ9u3bBwBwdXVFmTJl1KY9ePCg1OsfQJr2KycnJ9y+fVtjGsXppVq1agVHR8dUb69Hjx7ScP1PnjzBf//9Jw3Jrw/Fhhy6TFPl6ekJY2NjJCYm4suXL7h3757UYCIiIkI2GpYu+SmONHD16lXZstDQUOl5WveLlIyNjdGhQwdMnToVbm5uqc6nYcOG+OOPP9LU0Fcx+J/cWOa///7DyZMn8ezZM5ibm8Pd3R3169eXpnxQp1SpUrCxscGnT5/w6dMnrF69Gr169VKZdsWKFVLjgGzZsmn9vipXroysWbPi/fv32LZtG+bOnatXgwkiom8pUSRi97Pjac8HArufHccQz8x/7UlEmReD/0RERETpKD4+Htu2bcOvv/4q3ayvVKkS2rdvr5S2RIkSOvfWJM0Ue+UB0Dolg74mTZqELVu2AEjqWVaxYkVYWlrixIkTUmArODgYEydORGxsLObNmwcAKFmyJEqXLo0vX77g6NGjUiD55MmTGD16NGbNmqW0LSEE/Pz8ZEP2uri4oEqVKsiaNStevnyJkydPIioqCh8/fkTPnj3x7NkztfOr7tmzBy1btpR63pmYmKBatWpwd3fHq1evcOzYMXz58gW9evVKc9AoISEB9evXx6lTp6T3PDw8ULZsWTg4OODTp0+4fv06rl27BgBITEzErFmzkCdPHtkcvbVq1YKlpSXu3Lkj9ULMmTMnmjVrBiApgPKj1Jkq33J/S6vt27fLAmO6HnuWlpZYuXIlqlWrBiGENKf2xo0bDVKuz58/y+aa9vPzky3v2rWrFPzfuHEj/vzzT9jZ2aVpmyEhIfDx8cGnT58AJPVqrlixIjw9PREZGYljx47hw4cPGDNmjNbgDACEh4ejZs2asuB56dKlUbx4cRgZGeH27du4cOEChBC4cuUKKlWqhODgYJW9QgcOHCgL/BcrVgwlSpSAtbU1nj9/jv/++w/v379HYmIiFixYADMzM9n+0qxZMxQuXBgXLlyQRi8oVKgQatWqJT1XtHfvXrRs2VIaCcLCwgKVK1eGm5sbjI2N8eLFC5w9e1aaR/vhw4do3Lgxbt26BVtbW7V1cvv2bbRp0waxsbEwNTVFjRo1kCdPHjx58gTHjx9HfHw83r9/D19fXyQmJsLX11drPRtS586ddRpd5OvXr1izZo10DVCmTBlpHvJkS5YskU2JYWtrC29vb+TKlQtCCDx+/Bhnz56VAvBXrlxBy5Ytcf78eWlkoly5ciEgIAAAsHTpUimvTp06Sfu7vo3l+vXrhyVLlkivLSwsUK1aNeTJkwcRERE4ceKEtC8tX74c165dw5EjRzTOc/7161c0bdoU586dA5C0f5YpUwbx8fE4f/68NM/769ev0ahRI9y7d0/pd0Af27dvlxpWKQ4pr0ryeQJImh+9atWqqd6uNm/fvpWNiKNLL3ZNfHx8YGpqKh2Hhw8fTlXwX3FUCl16rZubmyNbtmx49eoVgKRzWXLwXzEvExMTnX5Dc+fOLT1/9eoVPn/+LO1Pig0TChQoACDp2uLvv//G+vXrcfnyZbx69QpZs2ZFuXLl4Ovri3bt2imNhpFSnTp10LlzZxQsWFBr+dQpU6YMLl26pLFxia4Ug/8PHz5E0aJF1Y7U0qxZM8yZM0ftd+Xg4IABAwZg+vTpAIDBgwfDwcEBbdu2laXbsGEDhg0bJr3+7bfftDbkMTExQZ06dbB161bExsZiz549slGciIi+Jzc/hOFVTIRB8jr55hIGFuwAU2PNo0MSEaUbQUREREQGFRkZKbp16ybq1q0rXFxcBADpUa1aNfHu3bt0L0N4eLhsu8HBwXrnMW7cOGl9Nzc3vddX3P6qVav0WrdGjRrSun5+fnqte/bsWWFlZSWtX6pUKZGYmKhXHqr4+fnJPpOJiYmYO3euiI+Pl9LExsaKVq1aSWmMjY0FAOHs7Cz2798vyy86Olo0atRISmtrayu+fv2qtN2ZM2dKaaytrcXixYtFXFycUl7Dhw+X0hkZGYm9e/cq5fXmzRvh6OgopStTpoy4c+eOUpqWLVvKPisAMW7cOKX8FPcRVd/T3LlzpeUWFhZiy5YtKuv2/PnzwsPDQ0qbO3duld/ZqlWrpDQ1atRQmdf3Xme6yqj9TXG7mupYlXv37ols2bJJ67u4uIjPnz+rTKv42UJCQqT3Bw4cKFu2a9culeuHhITI0mmzdu1aKa2rq6tISEiQLf/06ZOws7OT0ixZskSPT64sJiZGFChQQMrP3d1dnD9/XpYmOjpa9OnTR2m/UXUsxcTEiHLlyklpSpcuLS5duqSU7saNG6JChQpSuvz584uPHz/K0ty9e1dabm5uLvbs2aOUz8ePH2X7gpmZmXjy5IlSOm3ngOTPmTt3bild/fr1xZs3b5TSff78WXZMAhDLly9XSqd4Hkh+VKpUSTx48ECW7sGDB7K6sLW1FY8ePVLKT/Fzqjpm3dzcNP6Waluui44dO0p5ZM+eXTx+/Fi2/NmzZ8LW1lZK07VrVxEVFaWUz/v374Wvr6+sbg4dOqRym4ppwsPDVabRVjfz58+X5dOhQwfx+vVrWZqYmBgxYcIEYWRkJKXr3Lmz1jIlX3ukrNOEhAQxZ84cWX5jx45VmZ+u6tatK+UVFBSkMW2VKlWktHXr1k3TdrXZt2+frD5SnkNSo1ixYlJ+bdu2VVoeHBws22bK+v/8+bNs+Y0bN3TabvHixaV11qxZI72v+BmzZcumU15v376VlUHxeFE8p86dO1fcv39f9p2penh7e4uXL1/qtO2UFOsrNdfKQihfs2sTFxcnLCwsNH6mlA8nJydx5swZtXnGx8eLLl26yNYpUqSI8PX1FV27dhWFCxeWXWvoc8wpXgu2atVK5/XUcXV1Fa6urmnOh74foaGhIjQ0NKOLQZlEeu4vfz85IhodH2iwx/2ox9o3SulKcX/h7wf9bNjzn4iIiMjAwsLCsGrVKqX3y5cvj6CgoDQN2UrK4uPjERERgZs3b2Lbtm1YunSprHfpX3/9pbVHV2pMmjQJgwYNkr1nZmaGOXPmYMeOHRBCSD0J//77b9kctQBgY2ODv/76C66urkhISEB0dDSuXLmCihUrSmnevXsn9UY3MjLCjh07UK9ePaWy2NjYYPr06XBwcMCoUaMghMDw4cPRqFEj2WefM2eONN9s7ty5ceTIEaUpJpydnbF161Y0atRI1sMxNRTndx07dqxSL7Jk5cuXx7Jly1CnTh0AwNOnT/HgwQOp154+MnudqfMt9jd9JSQkIDIyEnfv3sXevXsxZ84caU5kIyMjrFy5Uu+pBaZNm4Y9e/ZIvUH79OmD6tWrw8HBIdXlBORD/nfp0kVpCHtra2u0adNGOncvW7ZM6iGdGmvWrJGmP7C1tcXRo0eVel3a2Nhg8eLFiIuLUxqtJKWVK1dKPeyLFCmC48ePI0uWLErpihYtiuDgYHh7e+PKlSt48OABFi1ahBEjRkhpFIdR79KlC5o0aaKUj52dHVasWIGzZ8/i7t27iIuLw/79+9GzZ0/dK+H/27lzJ54+TZr31NnZGVu2bFFZdisrK0yfPh1nzpyRRgs5duyY1m0WL14chw8fho2Njex9Dw8PHDp0CGXKlEFYWBiio6Px+++/Y9GiRXp/hvQ0ceJEaYQLMzMz/P3338iTJ48szapVqxAdHQ0g6TteuXIlTE2Vb+c4ODhg1apVOHHihDTVxLFjx6RzqyFFRUVhwoQJ0mtfX1+sWbNGKZ25uTnGjh2LbNmyoV+/fgCA9evXY8CAARqHZbexscHhw4eVfgeMjY0xePBghISEYP369QCSRpZQLIs+EhMTpREGgKRRmDRRnNYk5egMhvb69WvZa0Nsz93dHTdu3ACQ1AM/pZo1a2ochSoqKkr2WtdzvOIIHopTdCjml5q8Uuan+DwyMhK1a9eWRkspXbo0SpYsiZiYGJw9e1Z6//Tp0/D29sZ///2XphEkvpVbt24hJiZG9l7r1q3Rv39/lCxZEtbW1rh79y7Wr1+P+fPn4+vXr3j37h2aNm2KixcvqpyywMTEBGvXrkX79u3RrVs3vH37Frdu3VIaTcDJyQl79+7Va0oFxWPq9OnTOq2jOLpDSi9evICzs7PSlA+UecXFxQFQnsaDSJX03F+ufdY8FY++zty+gE/m7w2aJ+lHcX+Ji4uDmZlZBpeI6NtJ26R9RERERKRE1XzGQNIQ0J6enhg+fLg0fDhpt3r1ahgZGal9mJmZwcXFBbVq1cLChQulwL+zszMOHDiAsmXLGrxM9vb2GDJkiMplefLkQf78+aXX1apVUwrEJnNxcZEFNpIDZMmWL18uBVObN2+uMoitaNiwYdKQzTdv3pSGyE+mOOz5hAkTlILYyUxMTLBo0aI0NZp4//49ihYtihIlSiBr1qyy4apVqV69umx7ugyVrUpmrjN1vtX+ltLx48c1HnumpqZwdnZGlSpVMHXqVKnebWxssGnTJjRu3FjfjwobGxssX75cev3ixQsEBgbqnY+iJ0+eIDg4WHrdtWtXlekUpwK4dOkSLly4kOptKu43Q4YM0Tg09qxZszQObQ8Ac+fOlZ5PmzZNZfA8mbW1NaZMmSK9ThnsTp6GAEgaXl0dU1NTzJgxAwsWLMC+fftS9X0CSVMuVK9eHXny5EG3bt00lh1ICj4m0+U8sGDBAqXAf7IsWbLg999/l16vW7dO42f+1rZs2YLx48dLrxcuXKh2GPkqVaogR44c6Nevn8rAf7LkaUmSpfZcqs3mzZul6Yzs7e2xcOFCjen79u0rOzfNmTNHY/ouXbpobADWunVr6XnyNACpcefOHSkAbWJionUO8+SpKYCkc6o24eHh6NOnj06PvXv3ytZNbniWzN7eXtePpZbi8ZcykK+LlEFnXQP2ijfbk2/Ep8wvNXmlzE/xM02ePBmPHz9G3rx5cerUKVy+fBmrV6/Gpk2b8PDhQyxduhTm5uYAgAcPHmSa4egVh/w3MjJCUFAQtm3bhlq1asHJyQlWVlYoVaoU/vjjD1lDsXfv3mHAgAFq8126dCkCAgKk41qVd+/eoX79+pg9e7bO5S1ZsqT0/NWrV1qvPYiIMkoCEg2aX6KB8yMi0gd7/hMREREZWJkyZXDz5k3ky5cPX79+xdmzZzF16lScOnUK8fHxmDFjBj58+CCbb5cMx93dHb6+vggMDExzb2F1qlSponGeUxcXF6l3oLY5zxV7mSX37Eym2Iu8QYMGWstlamqKevXqSb2cg4ODpTm479+/j7t37wJI6jnZpk0bjXnlz58f3t7eUg9cfWXNmhU7d+7UOb2ZmRmsra2lwGRsbGyqtpuZ60ydb7W/pZWLiws6duyI4cOHp6mHap06ddCjRw+pN/yqVavQoUMHrQ051Fm9erU0KoKXl5fa4F716tXh7u4ujTqwdOlSeHl56b29T58+4fjx49Lrdu3aaUyfJUsWtGjRAuvWrVO5/PHjx7hz5w6ApEBP/fr1tZahTp06MDc3R2xsLB4/foywsDB4eHgASOopn2zjxo0oWLAghgwZojKw2KxZM63b0qZXr17o1auXzukVy6HtPODh4aF1n2/evDmsra3x+fNnREVFISQkRBYczyghISHw9/eXeln3799fbT2NHj0ao0eP1jlvfeowtQ4fPiw9b9euHezs7LSuExAQgBMnTgAAjh49CiGE2gZTPj4+GvNSbFCTlnPZgwcPpOeurq5a5zBPPpcAykFoVV69eqXz9V6OHDlkI3EoNtQBdA+Oa6JYfk09/NUxMTHR+Dot+aU1LwBSIzQgqVGAs7MzTp48ibx588rSGRkZoXfv3rC1tUXnzp0BAHv27MGZM2dQpUqVNJcjPdWvXx///PMPwsLC4OjoiE6dOqlNW6FCBcyfP19q3LZ3717cuHEDxYoVk9IIIdCjRw9p5BsTExMEBASge/fuKFq0KOLj4xEaGopFixZh48aN+PjxIwIDA3Hz5k1ZYz11nJyckDVrVrx/n9T79cGDBxp79gOaGycmr6vYqIAyt+Qe3PxOSRfpub9cDH+Ii0/uGiy/Eh5FUdKxiMHyI/0p7i/s9U8/Gwb/iYiIiAxM8QajpaUlGjZsiPr166NXr17466+/ACQNKd25c2e1PXTTytC9j9OjN7OuChUqJAVjk339+hX37t3DuXPnpBvZefPmxbp1675JUCc5iKaOYq9MV1dXjWkV/4SmvBF//vx56fnff/+Ny5cvay3btWvXVD5XHBoxf/78WnvfAkk3jQ0dyE4WExOD+/fv4/r16wgJCUFwcLAs0KEYoNDHj1hn32p/SylnzpxKwd/Y2Fg8evQIJ0+elHpbOjo6YuXKlWjWrJnScPqp9eeff+Lff//F8+fPAQC9e/fG9evXtfaQV2X16tXSc3W9/oGk85yvry8mTZoEANi0aRNmzZqlU1BT0Z07d6TerJaWlihSRPtNvwoVKqgN/v/333/ScxMTE/zyyy86lSM5+A8k7dfJ+1G9evXg6emJO3fuQAiBCRMmYOrUqahSpQrq1auHunXroly5cgb7LrV59eoVbt68idDQUJw5c0bWgEfbeaBy5cpa8zc3N0fJkiWlod0vXryY4cH/p0+fonnz5vjy5QuApNEOtPWEV0cIgWfPnuHmzZu4fPkyTp8+jSNHjkjLU3su1Ubx3KprsNTb21t6/ubNGzx9+lRpioNk2qZ9UTwfJ4/4kxpPnjyRnuvSYDBLlizSaAqGbkCVUspzz4cPH9I8LH1yAFZV/rpIOcqGrnWv2DvfwsJCZX6pyStlforPgaQRe1IG/hV16tQJixYtkoajX7t27Xcf/M+ePTsaNWqkc/rOnTtj1KhRePbsGQBg3759suD/smXLpMC/qakpduzYoTQdTNWqVVG1alXUrVsXPXr0gBACK1asQNWqVWWj5qjj4OAg7Xvs+U9E36sCtpobJumdn5363x8iovTG4D8RERHRN2BsbIwlS5bgxIkTUg/dJUuW6BT8X716Nc6ePas13ZIlS6TnKYcETs3Nf8WbqxnZSrpy5cqyz6bo+vXr6NSpE65du4bHjx+jcePGCAoKQqtWrTTmOWvWLKlHtzpOTk6yobMV6TOigLZehOpER0fLguGK83TrSnG451evXknPk4e518bd3V3vbary6dMn7Nq1CydOnMDNmzcRFhaG58+faww+p6ZH4o9UZ4q+xf6mSqFChdQeew8fPkS3bt1w7NgxREREoH379pg9e7Y0p3da2dvbY8mSJVLjg0ePHmHEiBFahxZP6dSpU7I5uv/66y9s3rxZbfrIyEjpeXR0NDZs2ICAgAC9tqm437i4uOjUm1XTfqOYX3x8fKpGjVHcr01MTLBz507UrVtXCsLExcXh+PHjOH78OEaPHg0nJyc0aNAArVu3RuPGjaWhsdPq2rVr2LlzJy5duoT79+8jPDxcqXezIm3nAW29R5MpjkTx5s0b3QqbTj59+oSmTZvixYsXAJK++61bt2ocyl/R2bNn8c8//+DKlSt48OABHj58qHEqg9ScS3WhODS4puCqopTf19u3b9UG/7U1tjJU4xTFYeJ1GVY/b9680vGUPEqIJpUqVdL4HdSsWVM2UoiilHXz5s2bNAf/k/c7ACrnftcmZQMsXRtAKKZTbHSgmF9q8tKUn7GxMTp06KA1v7Zt20rB/+SRKX4kJiYmqFGjBjZs2AAACA0NlZYlJibKrnV//fVXpcC/om7duuHSpUtYsGABAGDixIno2rWr1kbCisdWaqabICL6FkraF4SpkQniRdqnaCxomxdZzFRPS0VE9C0w+E9ERET0jZiZmaFHjx4YOXIkAEg3GrUJDg6W9VxVRzFIZ21tLVuWmmF/FW+upszve1G8eHGcPHkSVatWxfXr1xEVFYX27dvj77//1jhc9e7du9XebE/m5uamNviva5AmLRTnFU4txRusinMH6zp0cGp6Baa0dOlSjBo1SmnuYkV58uRBo0aNEBQUpDSfsD5+lDpL6Vvsb/pyd3fHwYMH0aBBAxw9ehSxsbHo378/ABisAUDTpk3RsWNHbNy4EQCwePFitG/fXq8RU5Knc0imOFeyLpYtW6Z38N/Q+42h92sAKFy4MG7cuIEZM2ZgzZo1ePz4sWz5u3fvsH79eqxfvx6urq6YPXs22rZtm+rtP3nyBL1798b+/fvVpjE3N0eVKlVgZmamc8MdXX+bFHsXJ/e2zwhCCHTp0kXaD21sbLBr1y44OztrXff69evo2bOnbCSIlGxsbFC9enW8f/9eGukgvXz8+FG2XV2YmJjAwsJCOs9ravhhiCHgdaH4m6PLyCIlS5aURj3Q93yir9KlS8teh4SEoHDhwqnO79OnT7h586b0ukSJEnrnYWJiAnt7e+m89PbtWxQsWFDreoqNblxcXKTnio0ZFBsp6ZoXkNQTPplikDlHjhxwdHTUmp9iL/jk3vE/GsWGJIoNd65evSqNfmFkZISBAwdqzWvYsGFS8D8sLAw3btyQTSejiuKxpamxEhFRRrI3t0PVbGVw7PWFNOfVOFdVA5SIiCj1vs04fkREREQEQD7X8suXL9NtOw4ODrKemrreUFWkGMBSvLH6vbG3t8fu3bul3tHx8fFo166drGdTZpQyqHXr1i0IIfR6KA7LrDgUruKcuJqkJRAPJA2326dPH2lfMjY2RpkyZeDv749p06Zh165dePz4MR4/fowlS5akuSfnj1BnmYmZmRn+/vtvWa/1AQMG4N9//zXYNubNm4ds2bIBSAqc9uzZU+fg7efPn7F169Y0bf/SpUu4cEG/G4CG3m8U9+uKFSvqvU8LITB48GClfLNkyYJJkybh0aNHuHTpEqZOnYo6deooNVh49uwZ2rdvr3HEBE2eP3+OSpUqyQL/zs7OaNSoEYYOHYrly5fj3Llz+PDhA4KDg1GnTh2d89Y1iKTYmC1r1qy6F97ARo4ciZ07dwJICrStWbNGpzlrr169Cm9vb1ng39XVFc2bN8fIkSOxevVqXLp0Ce/fv8e+fftQpkyZ9PoIEsVgnqYgvqK4uDjZvv49NCxU3N91OX/XrVtXev748WPcuXMnXcoFJE35kj9/fun10aNH05Tf8ePHkZDwf70Z9TnWFClOZaI4bYI6MTExsoC94m+Gp6en9NsfExOD169fa81Pcdj4XLlyya53FaeL0HXUKsXGK7ruy5mN4ghgivWlODJO7ty5dbrez5s3r2w0JF2OAcVzta6N4oiIMoKvW2NYGqdtxKv8trlR26W8gUpERJQ6DP4TERERpdKdO3ewYsUKjBw5EosXL9ZpHcVhMXW9+RUUFKRTcCfldhSH4dVlaNqUbt++LT3Ply+f3ut/S/ny5ZN9BzExMejYsaPawNuxY8e01mdq6syQ7O3tZT0fFYf+Tg3F4ZZ1nW9Vl5vw6oSGhmLixInS65YtW+LJkye4dOkSVq1ahV9//RXNmjWTeqPFxsamuUduZq+zzMjBwQHr1q2TgjdCCPj7+6e57pM5Oztj/vz50ut79+5hzJgxOq27fft2qXeylZUVoqKidDqXRkVFyYJB+g6zr7jfvHr1Sml+alU07TeKPWMNVa8plSlTBiNHjsShQ4fw/v17HDhwAN27d5eCZ0IIDBs2LFVzqw8cOBDPnz8HkNTgYOvWrXj16hX++ecfzJgxAz179kTFihWlKSsUp17QRnEIc00UA5SKvY6/pdWrV2P69OnS6zFjxmidoiZZ9+7dpX3Z1dUVhw8fxtOnT7Fz505MnToVXbt2RZkyZaTvS586TK3kRjkAlEaOUOfRo0ey1zly5DBomVJDcdQNXYadb9y4sazRwrJly9KlXMkUh63fvHmzrNe2vhYtWiQ9z5UrFypXrpyqfBR7yt+4cUNr+jt37kjBZysrK1mDBisrK9k1pi75aRq9QLExzYsXL3Sa9ip5LnoAOo0UkNG2bNmC+fPnY8yYMbK60CT5HAzIjzvFc7o+owwpHgO6/MYpNqpIjxGSiIgMJYeVE3rn1+36TBUrEwsEenaBidG3GcGIiEgdBv+JiIiIUunAgQPo1asXfv/9d/z55586raN4k07XOXJTq2zZstLz8+fP67VudHS07AasYl7fqw4dOqB169bS61u3bmH06NEZWKK0MTY2RqlSpaTXug7hfPjwYfz999+4ePGi7Ia2Yk/QsLAwnYLUFy9e1KPEckFBQdJNd3d3d2zZskXWUyyl8PBw2evUzFOd2esss/L29saQIUOk169fv0afPn0Mln/79u3RvHlz6fWcOXN0OqcpDvnftGlTnYb0BpJ6NCueSzZt2qTXHMXFixeXgrAxMTGy0STU0bTfKO6HDx8+1KkBQGJiIlasWIEDBw7gzp07SlO/PHv2DEePHlXZc97CwgL16tXDypUrsW7dOun9J0+eICwsTOu2FUVERGDXrl3S61mzZqFNmzYaR/lQPBdoOw9cvXpVaxk+ffqEa9euSa8rVKigdR1DO3XqFHr37i29btGiBcaPH6/TuqGhobL9Y/Xq1fDx8dG4jj51mFqK+6Wu0xidPXtWem5vb4+cOXMavFz6UhwOXZch3x0cHNCtWzfp9eLFi9O1sWCfPn2k0US+fPmCSZMmpSqf06dPY9++fdLrAQMGpHpqBcVGA6dOndKa/sSJE9LzqlWrKh3/ackv5TQwXl5e0ueKjY3Vad9UnL6haNGiWtNntCFDhmDQoEGYPHmy7PyqjhBCVq+K9a3Y0//p06c6NcKMi4tT25hAHcVjK73//xARpVX9nFXQLZ/6KQTVsTKxwNhiveFuo/4/LxHRt8LgPxEREVEqValSRXr+4MEDrTcYhRCyQEr9+vXTrWwA0KBBA+n5/v37ce/ePZ3X3b59u+wGoGJe37OFCxfKem3NmzcPISEhGViitFEM8CgG09X5/PkzunTpgjZt2sDLywtTp06Vlnl6esqGw129erXGvCIiInDgwIFUllw+DGz58uW19ijbtm2b7LXi0MTJdJkWIDPXWWY2adIkWV3t3LkT27dvN1j+ixcvlqb2SEhIwMiRIzWmf/LkCYKDg6XXHTt21Gt7fn5+0vPo6GisX79e53VtbW1lASlt+018fLzG6QmKFy8uC9CsXLlSaxl27NiBXr16oUGDBihcuLDs/J83b17kzp0bPj4+OHjwoMZ8WrduLQsQKs7zDmg/Ju/fvy87lrX1NI6KipKVSdV5QNGVK1fw4MEDjWk2bNggNX5wcXFJ1TznaREWFoaWLVtKZShevDjWrl0rGwlIk5RDamurw8ePH8sax6irQ123r07t2rWl51u3btWpgcyKFSuk57Vq1UpzGQzB09NTev7ixQulhjKqjBkzRjofffnyBe3atdN5ig9FL168UBoNIaXcuXPLGlfNmzdPp4Cvonfv3qFLly5SQ5A8efJg0KBBepc3WYsWLaTf9BMnTmgdGUfx/NmsmXIwpU2bNtLzjRs3amyw8v79e9nUMinzc3Z2lk3NoLjPqSKEwIYNG6TX6X1tbgiK/z82bdqkNf3evXul/czc3ByNGzeWlpUvX16aBiAuLk6n3+1///1X2t8tLCzg5eWlMX1kZKTst0PxmCMi+l61yVMHE4v3RTYL3aaLKpYlP+aVHY6SDgXTuWRERLph8J+IiIgolby8vFC8eHHptbYhkadOnSr1UjQzM5P1AkwPrVu3luY2jo2NRa9evXSay/T169eywFqjRo3g5uaWbuU0JBcXF/zxxx/S68TERPTq1StVQ1V/D/r06SMF3m7fvi0bRl+VMWPGSL2CjY2NZb0TgaTht5NNnjxZYy/ewMBAnefTVkVx3vPr169rvJl/5coVTJkyRfaeqgCM4vy96gI0mbnOMjMrKyssWbJE9t7AgQPx4cMHg+SfM2dOzJo1S3qdMgid0urVq6WGHw4ODmjUqJFe26tVq5asd6K+Q3srBtaWLVumcRSKyZMny3pRpmRkZIR+/fpJr6dOnapxaOwPHz5g+PDh0uuKFSvKhumuVKmS9HzevHkaG8iEhoZKwWNjY2MULCi/oantmFQ8DwCQ9cBPKTExEX369EFERITGPFOu079/f7Wf4cWLF7IRYPr165fq3s6p8fHjRzRt2lQaqj1btmzYvXu3zqNQAPrVYUxMDPz8/GT1oa4OdTmfatK5c2cpAP7hwwf0799fY/oVK1bIemz36tVL722mh3z58kmfIzExEdevX9e6jouLi+x8FxISgtq1a+s8/QGQ1ECqXLlyOo0aMHbsWNlIC+3atZMFrDV59OgRqlatKm3HxMQEy5cvl01toi8nJycpgBwfH48BAwao/Y1ftWqVdP6ztbVFly5dlNI0aNBAauB069YtzJ49W+22hwwZIgWeq1atKrsOTxYQECA9X7t2LQ4fPqw2v3nz5knnUwsLC1nDr+9V165dpedXr17V2CDs9evXsmOza9eussZkdnZ2aNGihfR6xIgRePfundr8IiMjMXToUOl169attZ7PQkNDpee5c+eWTRlCRPQ9K+dYBEu8RmNgwQ4obOcO0xRD+VubWKKiU3GMLx6A6aUGIZcVz29E9B0RRERERJRqBw4cEACkR7NmzcSrV69kaaKjo8XQoUNl6UaNGvVNyrdw4ULZdkuVKiWOHDkiEhMTldLGx8eLLVu2iLx580rpra2txe3bt1O1bcXtrlq1Sq91a9SoIa3r5+en17qJiYmy9QGIadOm6ZWHKn5+flJ+48aN05hWcfvaPru2tIMHD5Z9lsGDB4sPHz7I0kRGRorAwEBZuh49eijlFR8fL8qWLSulyZMnjzh9+rQsTXR0tOjdu7csL3Wfedy4cWq/pxkzZsjWHzZsmIiJiZGl+fz5s1i0aJGwsbFR2t7mzZuVtrdv3z5pubOzs/j48aPKOv2e60xXGbW/KW63Ro0aepe7a9eusjoICAhQmU4xTUhIiM75161bV6meVf2tLVCggLSse/fuen8OIYQYPXq0bBvnz5/Xa/1mzZpJ6zo4OIhdu3bJlsfGxsqOIU3nvPfv3ws3NzcpjZOTk9i+fbtSusuXL4ty5cpJ6YyNjcXx48dlaY4fP660vdevXyvldfPmTVGoUCEpXbt27ZTSLFq0SFperFgxERcXp/QZHRwcpDSurq7i2rVrSvlcu3ZN1KlTR6kuihQpopR21apVSunatWsn3r9/L0t36dIlWfnz5cundB4QQvuxpljvwcHBOi+Pj48X9evXl5ZZWVmJs2fPKq2vzcuXL4WxsbGUT8mSJcXDhw+V0p05c0aUKVNGqW4aNmyoMt/s2bNLaTZs2KAyjba6mTt3rmxbHTt2VNqXYmNjxbRp02SfoVOnTiq3p5hXeHi4xnoJDw/XeA7QR9OmTaV8li1bpvN6f/75pzAyMpLWtbGxESNGjBD37t1TmT46Olps3LhReHt7K31PLi4uKvevZI8fP5ad1wCIFi1aiEuXLqlM//r1azFlyhRha2srpTcyMhILFy7U+JmCg4Nl21BXpjt37ghzc3Mpna+vr4iKipKlWblypSzN1KlT1W5X8bg2NjYWs2fPFgkJCdLyL1++iP79+8s+y6lTp9Tm16RJE9mxt2rVKhEfHy8tT0hIELNmzZLtl7///rvGulFFsb7c3Nz0Xl+I1O3L1atXl9Kbm5uLxYsXy+pLCCHOnTsnChYsKNvH3r17p5TX3bt3hbW1tZQuf/784sSJE0rprly5IkqUKCGls7OzE2FhYVrL+ueff8r2k7RydXUVrq6uac6Hvh+hoaEiNDQ0o4tBmURG7i+xCXHiUfRzcffjI/H882uV91To+6K4v/D3g342DP4TERERpdHEiRNlN+2srKxEgwYNRPfu3UXTpk1FlixZlIIUKW/QpSfFm6XJj7x584oGDRqIbt26iU6dOonatWsrldPKykrs378/1dtVzOtbBv+FEOL27dvCwsJCysPS0lLtzXhdZVQwNjY2Vvj4+Mjq08bGRjRs2FD4+/uLunXrCnt7e9nycuXKiejoaJXbu3HjhsiRI4csffny5YW/v79o0aKFLK+qVatq/Myagv+RkZHCxcVFtp1cuXKJpk2bCj8/P5XlVnw9f/58pe3dv39flr5IkSKiR48eStv+nutMV5k1+P/mzRvh7OwsC9CcPHlSKZ1iXeoT/H/48KEsmKUqWHLy5EnZssOHD+v9OYRICm4p5tOzZ0+91n/+/Lnw9PSU5VGsWDHh6+sr2rZtKzs+FPcbdee8CxcuiKxZs8ryy5cvn2jfvr3o3LmzqFChgiwQqSmY1bNnT1k6a2trUa1aNeHr6yu6du0qKlWqJAuK5cqVS2XA+fDhw0rHRY8ePcT//vc/Kc20adNkaYyNjYW3t7fo0qWLaNOmjShZsqRsuWJjAScnJ6VtKgYJK1WqJExMTKRjvEmTJsLf3194e3vL6sLe3l7tfpZewf8JEybIPpePj48YO3asGDJkiOjfv7/o06ePCAgIUPsICgqS8goICJDlZW5uLmrVqiX8/PxEixYtZAG+lHVYrlw5lZ9bcZ+ztbUVnTt3Fr6+vrIGCrqch1I2+LGwsBB169YV3bp1Ey1bthROTk5K51p1DbcU033L4L9iQ8mOHTvqte6WLVuEo6Oj0jkpf/78onnz5qJ79+6ibdu2olKlSrIAq+I5smfPnkqNV1R58eKFqFmzplIebm5uokmTJqJbt26iTZs2onz58rLjF4DIkiWL2LRpk9Zt6Br8F0Ie1E0+zlq1aiW6dOkia3gDQNSuXVsWfE8pMTFRNG/eXLaOu7u76NSpk2jbtq3sd0WX38XXr18rnVvc3NxE27ZtRadOnWQNXQGIOnXqaCyfLvX1LYP/T58+VfoMefPmFR07dhRdu3aVNVpMPieoaygihBA7d+4UpqamsnWKFCki2rdvL7p27Sq8vLxk51Rzc3Oxb98+ncrauHFjab3169frtI4mDN78eBj8J31wfyF9MPhPPzMG/4mIiIgMYOnSpSpv6qa8IT5+/PgMaSG+YsUKpRunmh6VKlVS2TtTH4r5fevgvxDKgZfatWunKp9kGRWMFSIpmD148GClG7OqHu3atVPZu1VReHi4KF68uNo8jI2NxZQpU8T8+fM1fmZNwX8hkoKVOXPm1FpmZ2dnsWXLFjFs2DDpvc6dO6sse6tWrVTm8eLFi0xRZ7rKrMF/IYRYvXq1rG4KFy4svn79KkujuFyf4L8QQixYsECp/hX16NFDej9HjhxpamxVuXJlKS8bGxu1QUt13r17pzQSScpH3759xe7du3U65925c0d4eXlp3aft7OzE8uXL1eYTHx8v+vXrp9RYQN3vgboRYOLi4kSFChWU1rG2tpbqPTExUSl4re7RqlUrER4eLitXyoZbisH/ESNGiKCgIGFpaak2z0KFCokrV66orYv0Cv4r5puah+J+8PXrV9lIEuoeRkZGIiAgQISEhEjvmZubi0+fPimVe+fOnSq/f8WRcnQ5DyUmJoopU6YIKysrrWUbMGCA0rlAkWL6bxn8f/PmjfRb4ezsrPc5482bN2Lw4MHCzs5O5+/XxsZG9OvXT9y5c0evbSUkJIglS5YIV1dXnbZjZmYm/Pz8xNOnT3XKX5/gvxBCzJ49W+PxB0C0bNlS5T6YUkxMjFJjkpQPExMTMXHiRJ0+S0REhGjTpo3WOurVq5eIjY3VKc+UMir4L0RSAwBtvy8ARNmyZXUKlJ04cUKpQYGqR758+XQexSQmJkZqsGdjY6O2kaU+GLz58TCYS/rg/kL6YPCffmbGICIiIqI06927N8LDwzFhwgRUqVIFjo6OMDU1hbOzMypVqoSxY8fi/v37GDduHIyMjL55+Xr06IHHjx9j3bp18PX1RcmSJeHg4ABTU1OYm5tL5Rw0aBCOHTuGs2fPqpxHNTP59ddfUaRIEen10aNH8ddff2VgiVLPzMwMc+bMwe3btzF69GhUqlQJ2bNnh5mZGezs7FCsWDEEBATg7Nmz2Lx5M7JkyaIxP3d3d1y+fBkrV65EnTp14OjoCDMzM+TOnRsdO3bEqVOnMGrUqDSXu1y5crh+/TqmTJmCypUrw8HBASYmJrC1tYWHhweaNWuGuXPnIiwsDG3btpXNy757926V88Vv3LgREyZMQJEiRWBtbQ1zc3O4u7vj2bNnP0Sd/Qi6du0KHx8f6fXt27cxZcoUg+Xfr18/VKtWTeWyz58/Y+vWrdLr9u3bw9g49X97Fed//vTpE9avX6/X+o6OjggODsa2bdvQtGlTaR/MmTMnmjZtin379mHRokU6/y4UKlQIISEh2LNnD7p164ZChQohS5YsMDMzg7OzM2rUqIGpU6fi3r176Nmzp9p8TExMsHDhQly+fBlDhgxB+fLlpd8te3t7eHp6ws/PD7t27cKZM2fg6empMh9TU1McOnQIgYGB8PDwgKWlJaysrJArVy68fPkSAGBkZIQlS5bgyJEj6NixI9zd3WFhYSH99lSsWBH9+vXDmTNn8Pfff8Pd3R3Vq1eXtrFmzRqNdeLn54eLFy+iZ8+eUt7ZsmVDrVq1sHjxYly7dg2lSpXSqX6/VxYWFti1axe2b9+OFi1awNXVFebm5rCwsICLiwuqVauG//3vf7h69SqWLFmCcuXKIV++fACA2NhYbNq0SSnP5s2bY9++fahdu7bsmiV5PnVdGRkZYdSoUXjw4AEmTpyIqlWrwsXFBWZmZrC1tUWZMmUQGBiI69evY/78+bCwsDBInRiSs7OzNIf927dvcezYMb3XnzNnDp49e4ZNmzahR48e8PLygrOzM8zNzWFtbQ03NzdUrFgRgwYNwq5du/DixQssXLgQhQoV0mtbxsbGCAgIQFhYGHbt2oWePXuidOnSyJo1K0xNTWFjYwMPDw+0aNEC8+fPx6NHjxAUFARXV1e9tqOrX375BdevX8ewYcNQokQJ2Nvbw9zcHLlz50bbtm3x77//Yvv27bC2ttaal7m5OVavXo0TJ07A398fHh4esLa2hpWVFTw9PdG3b1+EhoZizJgxOpUta9as2Lp1K06ePImAgAB4enrCzs4O5ubmyJcvH/z8/HDq1CksW7YMZmZmaa2Kb87V1RXHjh3D/v374evri/z588PGxgZWVlbw8PBAmzZtsHnzZpw/fx4lS5bUml+1atVw7949rFq1Ci1btkTevHlhZWUFKysruLm5oXXr1li9ejXu3LmDSpUq6VTGf//9F9HR0QCANm3awMbGJk2fmYiIiIh0YySEEBldCCIiIiIiIiIiooxw/Phx1KxZEwDQvXt3rFy5MmMLRPQDaNeundQg78qVKwZpiJU7d24AwNOnT9OcF30frl69CgA6NVIh4v5C+lDcX/j7QT8b9vwnIiIiIiIiIqKfVo0aNVChQgUAwObNmxEZGZmxBSLK5F6+fIldu3YBAOrWrZvpR2AhIiIiykwY/CciIiIiIiIiop9a8vQknz59wooVKzK4NESZ2+LFixEbGwsABp36h4iIiIi0Y/CfiIiIiIiIiIh+anXq1EH9+vUBALNmzcLXr18zuEREmdPHjx+xYMECAEDbtm1Rvnz5DC4RERER0c+FwX8iIiIiIiIiIvrpLVy4EJaWlnjx4gUWL16c0cUhypRmz56NiIgIZMmSBbNnz87o4hARERH9dBj8JyIiIiIiIiKin17+/PkxefJkAMDkyZPx7t27DC4RUeby/PlzzJw5EwAwY8YMuLq6ZnCJiIiIiH4+DP4TEREREREREREBCAwMRKNGjRAREYHRo0dndHGIMpXhw4cjOjoabdu2Re/evTO6OEREREQ/JdOMLgAREREREREREdH3wMjICP/8809GF4MoU1q3bh3WrVuX0cUgIiIi+qmx5z8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERFRJsfgPxERERERERERERERERERUSbH4D8REREREREREREREREREVEmx+A/ERERERERERERERERERGlq+vXryMgIACenp6wtraGjY0NihQpgkGDBiE8PFzv/AICAmBkZITChQunQ2kzJ9OMLgAREREREREREREREREREf24Zs+ejWHDhiEhIUH2/u3bt3H79m0sX74cQUFBaN++vU75nT59GsuXL0+PomZq7PlPRERERERERERERERERETpYtOmTQgMDERCQgJy5cqF2bNn48yZMzh+/DjGjRsHOzs7fP36FV26dMHp06e15hcbG4vevXtDCPENSp+5sOc/EREREREREREREREREdFPTAiBuLg4mJmZwcjIyGD5xsXFYejQoQAAd3d3nDt3Di4uLtLy6tWro2XLlqhatSqio6Pxyy+/ICQkRGOe06dPx82bNw1Wxh8Jg/9ERERERERERERERERERD+ZmJgYXL16FefOnUNERIT0vqOjIypVqoSSJUvCwsIiTds4evQonj17BgCYNm2aLPCfrFSpUvjll18wefJkXLhwAffv30eBAgVU5nf37l1MmTIFAODk5IR3796lqXw/Gg77T0RERERERERERERERET0kxBC4NSpU5gxYwYOHjwoC/wDQEREBA4ePIgZM2bg9OnTaRpe/8yZM9LzRo0aqU1Xu3Zt6fn169fVpgsICEBMTAz8/PxQvHjxVJfrR8We/0REREREREREREREREREPwEhBP755x9cuXIFCQkJatPFx8cDAIKDg/H+/Xs0btw4VdMBVK1aFSNGjMDbt2+RJUsWndaJiYlR+f5ff/2FY8eOwcnJCTNnzkSbNm30Ls+PjsF/IiIiIiIiIiIiIiIiIqKfwOnTp7UG/hUlJCTgypUryJo1K7y9vfXeXt26dVG3bl2t6U6ePCk9z507t9LyN2/eYNiwYQCAP/74A87OznqX5WfAYf+JiIiIiIiIiIiIiIiIiH5wMTExOHbsmM6B/2QJCQk4duyY2h75afXp0ycsXboUAGBnZ4cKFSoopfnll18QERGBatWqoVu3bulSjh8Bg/9ERERERERERERERERERD+4q1evpmro/mTXrl0zYGn+z/Dhw/H8+XMAQEBAAMzMzGTLDx48iA0bNsDMzAxLlixJ02f40TH4T0RERERERERERERERET0gzt37hzi4+NTtW58fDzOnj1r4BIBy5Ytw6JFiwAAuXLlwsiRI2XLP3/+jL59+wIAhg0bhqJFixq8DD8SBv+JiIh+cEZGRtLj4cOH32y7UVFRePDggcplQUFBUplq1qz5zcr0ozh48CCaN2+OvHnzwsLCAra2tsifPz+CgoJ0ziMjv4PLly8bLK+M2r/TYvz48VKZ/f39M7o4ZACJiYkIDQ395tt99eqV1Co+pR9xPzt27Jj0mdzd3TO6OBnq4cOHsvOfvsvp2+I10fcvPDwc9vb2MDIywpkzZ3RaRwiB06dPY+TIkahbty7y5MkDW1tbmJubI2fOnChRogQ6d+6MoKAgvH79Os1lfPToERYtWoRmzZqhSJEicHJygrm5OZycnFC2bFn06tULe/bsQWxsbJq3pcn79+8xc+ZM1KtXDzlz5oSlpSWyZMmCggULws/PD/v379crv69fv2LJkiXw8fGBs7MzzM3N4erqilq1amHp0qX49OmTXvm9fPkSY8eOhZeXF+zt7WFpaQkPDw+0bt0au3fvhhBCr/xSSkxMRPny5WFkZITx48frta6h606dMWPGSOcVff4fXL58GQMHDkTp0qXh6OgIc3NzZMuWDRUrVsSoUaPw6NEjjevfvHkTZmZmsLS0TLcegURERJQ2QghERESkKY+IiIg0X1Mp2rRpE/r16wcAMDExwdq1a+Ho6ChLM2HCBISFhcHDwwO//fabwbb9o2Lwn4iIiAxu48aN8PT0xMmTJzO6KD+cWbNmoX79+ti9ezeePHmC2NhYfPr0CWFhYbC1tc3o4mn04cMHDBw4EOXLl8/oohAZTEhICCpWrIjZs2d/s20mJCRg/vz58PT0xN27d7/ZdolIf7wm+v4lJCTA19cXHz9+RKdOnVClShWt62zYsAHFixdH1apV8fvvv+Pw4cN4+vQpPn36hLi4OLx8+RLXr1/Hhg0b0K1bN7i5uWHIkCF48+aN3uV78uQJevTogfz586N///7Ys2cPbt++jYiICMTFxSEiIgKXL1/GihUr0KxZM3h4eGDx4sVITExMTXVotGbNGri5uWHYsGE4dOgQXr58iZiYGERFReH+/ftYs2YNGjZsiFq1auHVq1da87t16xZKly6Nvn374ujRo3j37h3i4uLw/PlzHDt2DH369EHp0qVx4cIFncq3Y8cOFC5cGJMmTcLFixfx8eNHxMTEIDw8HNu3b0fz5s3RsGHDNDXG+P3333UujyJD1506ISEhmDZtml7rREVFwdfXF2XLlsWCBQsQGhqK9+/fIy4uDm/fvsX58+cxbdo0FCxYEFOmTFF7s79o0aLo27cvYmJi0Llz53SbD5iIiIhSLy4u7rvKZ82aNejSpQsSEhIAAEuWLEHt2rVlaUJDQzFr1iwAwKJFi2BlZWWQbf/ITDO6AERERPRj6dGjB/7666+MLsYP6dGjR7Jhr+zs7ODj4wMHBwe8evUKXl5eGVg6zd6+fYvixYun6WYm0fdm9erV6N69OxITE1GsWLFvtt169erh6NGj32x7RJQ6vCbKHObMmYPTp0/D0tJSa9A0MjISHTt2VOqhbW1tjXLlysHFxQVZsmTB27dvcffuXdy+fRtAUu/2OXPmYMeOHdi/fz8KFy6sU9n27duHDh06ICoqSnrPyMgIZcqUQb58+WBvb4+IiAhcuXJFGgHp2bNn6NevHzZs2IDNmzcjV65cetSGegsXLsSAAQOk1+bm5qhSpQrc3d3x5csX/Pfff1IZjh07hipVquC///6Ds7OzyvwePXqEGjVqSA0iTE1NUaNGDeTJkwcPHz7EiRMnkJiYiPv376Nu3bo4d+4cPD091ZZvz549aNu2rXTjOEuWLKhduzbs7OwQGhqKq1evAgAOHDiARo0a4eTJk3rfON6yZQvGjBmj1zqA4etOna9fv6Jr165SHei6TqNGjXDq1CnpPRcXF3h7e8PBwQHPnz/HyZMnpYYtv/32G169eoV58+apzG/cuHFYu3Ytrl27hgkTJmDq1Kl6fQYiIiJKX2ZmZt9NPn/++SeGDRsmNSycN28eevbsKUuTmJiI3r17Iz4+Hu3bt0f9+vXTvN2fAYP/REREZFDqhrWltAsODpaGcrW3t8fNmzcNdkM3vUVHRzPwTz+c8PDwdOlZqQ3Ps0SZA4/V79/Tp0+lodsHDBiAvHnzqk0bERGBGjVq4Pr169J75cqVw9ixY1GvXj1YWloqrRMeHo7Zs2djyZIliIuLw6NHj1CtWjXcuHED2bNn11i2v/76C71795YCuXZ2dggMDES/fv1UrnvhwgVMnjwZu3btAgCcOnUK3t7eOHr0KPLly6e1LjS5efMmBg8eLL1u2LAhli9fDldXV+k9IQQ2bNiAPn36IDo6GmFhYejZsyd27typMk9fX18p8F+8eHFs374dBQsWlJbfvn0bbdq0wY0bNxAZGYkOHTrg0qVLKqcyefPmDfz8/KS6atu2LVasWIEsWbJIafbs2QNfX198+PABFy9exK+//oq5c+fqXAerVq1C79699f7dT4+6U2fkyJFSgxNdTZw4UQr8m5qaYvr06Rg0aBBMTf/vlvH79+8RGBgoTSEwf/581K5dGy1atFDKz8nJCSNHjsSIESMwc+ZMdO3aVefGLkRERJT+jIyM4OjomKah/x0dHdM8vdyoUaOkhrdGRkZYuHAh+vbtq5RuyZIlOH/+PExNTeHn54crV64opYmOjgYAxMTESMtz5MiBHDlypKmMmRmH/SciIqJvzt/fH0IICCFw7NixjC5OpqEYPK9Ro0aaAv8/yneQ/BmEEJlmDvDx48dLZdZnHlYiffyI+1nNmjWlz5TcQ5JUc3d3l50fiUi1ESNGIDo6GjY2NhgxYoTadImJiejQoYMs8D9p0iSEhISgWbNmKgP/AJAvXz7MmzcPR48elQLRb9++lQWDVTl79iz69OkjBbNLly6Na9euYfz48WobDXh5eWHnzp1Yu3YtzM3NAQAPHz5E8+bN8enTJ43b02bixIlSWSpXrozdu3fLgtdA0k3bzp07Y9OmTdJ7u3btwsWLF5Xy27VrlzQVhq2tLfbv3y8L/ANA4cKFcejQIel698qVK9i8ebPK8k2dOhXv378HAJQvXx4bNmyQBf4BoGnTptixYweMjZNuhS5ZskTrHPZA0k3kPn36oHv37oiPj9eaPiVD1506J06c0KsxA5AU1FectmjOnDkIDAyUBf4BIGvWrFi1ahXatGkjvTd27Fi1+Q4YMADZsmVDXFwcfvnlF73KREREROmvUqVKSr/3ujI1NUXlypXTtP2BAwdKgX9TU1OsWbNGZeAfAM6fPw8AiI+PR6NGjVCmTBmlR/I108OHD6X3lixZkqYyZnYM/hMRERFlEl+/fpWeZ82aNQNLQkRERJS53bhxQwq2+vr6ahxifdWqVTh06JD0eurUqfjtt9907vFUtWpVLFy4UHq9adMm3L9/X2XaT58+oV27dtI8qkWKFMGJEyfg5uam07a6dOmCjRs3Sq+TGw2k1ufPn7Fnzx7p9bRp0zTeLG7cuDFq1KghvVbVe33RokXS8wEDBigFw5PlzJlTVnbF9ZJ9+fIFq1atkl5PmjRJbflq1aqFDh06AABiY2OxcuVKtZ8DAA4ePAgvLy8sXbpUes/a2lrjOorSo+5UiY6Olhr2Ojo6okiRIjqtt3v3bun/hYeHh9qb7sn++OMP6fm1a9fUjm5ibW2NPn36AEiaZuH06dM6lYeI5J5/CceOp8ux7MEELLo/BqvD/8CFiGOIS4zN6KIRUSZXsmTJNDUSL1GiRKrXHTNmDBYsWAAAsLS0xI4dO9ClS5dU50eqMfhPRERElEmw9yYRERGRYUyePFkawj3l3KKK4uLiZPO8V69eHb/++qve2+vSpQvKlCkjvV6zZo3KdMuXL8fTp08BJPWE+vvvv2FnZ6fXtlq1aoVevXpJr+fOnYsnT57oXWYAuHr1Kj5//gwgaeqBatWqaV2nevXq0vNbt27JlkVFReHo0aPS6+RgvDrt2rWTAuanT5/Gy5cvZcuPHTuGDx8+AEgacr5u3boa8+vUqZP0fNu2bWrTdezYEfXr15dGezA2Nsa0adPQtm1bjfkrMnTdqRMYGIjw8HAASXPlaptSItnZs2el5w0aNJBGRVAnX758yJMnj07l6969u9Q4ZuLEiTqVh4iSPPn8AAvvjcacu8Nx9t1B3I++joefbuPGxxBsebIQU272wZFXf/P+ABGlmoWFBWrWrAkTExO91jMxMUHNmjVhYWGRqu1u3rwZkydPBgBYWVlhz549aNKkicZ1goKCZKPaqXokN5709PSU3ktL49cfAYP/RET0Q6hZsyaMjIxgZGSEyMhIvHnzBt27d4ezszNsbW1RuHBh9O3bF+/evVNa9927d5g+fTpq1KiBnDlzwsLCAtmyZUPFihUxZswYvW6Uff36FQsXLkTt2rXh7OwMc3Nz5M6dG61atcLevXsBAC9fvpTKWrNmTaU8/P39peW6XKi4u7tL6dMyfHtiYiJ27dqFvn37olSpUnBxcYG5uTmyZMkCNzc3NG3aFPPnz5fmUUopuQzHjx+X3uvWrZvKzxIUFKSxDhTFxMRg1apVaNmyJfLmzQsrKytkyZIFnp6e6N69O/bv36/1s6XcP4CkYaMCAgLg6ekJW1tbZMmSBSVKlMDQoUMRFhamNU993bx5E4GBgShXrhwcHR1hbm6OnDlzokaNGpg2bZo052lKx44dk8o+YcIE6f3Vq1dL76fmu9f2HYwfP15antzr6MmTJxg7dizKlCkDR0dHWFlZwcPDA/7+/jhx4oTG7aSca1ax7IrDdyfvzw4ODgCS5ktu06YNHBwcYG9vj5IlS+J///sfYmNjNeYDJA33lbwseU7S+Ph4BAUFoUGDBsidOzcsLCyQI0cO+Pj4YPHixYiJidFad1FRUVi0aBEaNmyInDlzwtzcHPb29ihQoAA6dOiANWvWSL31VFGsW39/f43b+vLlC1asWIHGjRsjV65c0jFZrFgx9O3bF5cuXdJaXl2l9RwAyPfX5B5fb968wdixY1G8eHHY2dnBxsYGxYoVw+DBg3Hv3j2dy2foc0Fy8GDfvn1o2rQpXF1dYW5ujuzZs6NBgwZYs2aNNEyvunzUHZOazmvnzp1D3759UaJECTg4OMDS0hK5c+dG/fr1MW/ePLX1q7g/Kw5TXKtWLel9xeH9v8f9LDExEdu3b0fHjh3h4eEBa2trWFtbI2/evKhfvz5mzpyp8nc6meL+pW2aj8jISEyfPh1VqlSBg4MDLCws4ObmBl9fX2lu43PnzmmsI8Xf4+R5A2/duoXAwEAUK1YM9vb2sLGxgaenJ/r164fQ0FCd6yIkJAQjR46Et7c3cufOLdVFrly5UK1aNYwdOxaPHz/WOb+UFPcXVT2TFesyeUjmz58/Y8GCBbLrIVdXVzRp0gTr16/XeZ5rQ9S9rgx1TKf0La+JVPn48SN+//13VK5cGU5OTtLvbdu2bfHPP/+oXKd27dpS/oq9c1VxdXVV+v7VKVWqlJQ2JCREaXla66pAgQJS/sk3ArWZOHFimvefly9f4u+//waQ1POpXLlyatP+/fffePHihfR6ypQpqZ7jtHfv3vD29sb48ePRqlUrpeUJCQmYNWuW9LpVq1Y69+JOacKECdLw/3FxcWqHPlU816k6t5qYmKBVq1aoWLEivLy8tAaIk9dJFhUVJVt29uxZafj8bNmyoWTJkhrzSr7+A5L2N8WGAwCk6QOApHOCtvJVrVpV+v5u3bqF58+fq0ynGBgvXLgwTp8+rXejD0PXnSr79+/H8uXLAQAtWrRA586ddS5fwYIF0aBBA5QoUULn/UzX8rm7u6N27doAgEOHDuHu3bs6l4voZ3Yv6hqWPBiHR5/VHzOfE6Jw4OUmbHw8D4lCt+szIqKUvL29Ubp0aZ0bAJiYmKBMmTKoUqVKqrb39u1b9O/fX3q9du1a1KlTJ1V5kQ4EERHRD6BGjRoCgAAgHj16JIoUKSK9Tn44OTmJ2NhY2XpLly4V9vb2SmkVHxYWFmLy5Mlay/Dff/8Jd3d3jXm1atVKhIWFSa9r1KihlI+fn5+0fNy4cVq36+bmJqUPDg5WWq64/fDwcJV5hISEiKJFi2ose/LD2dlZHD16VON2VD0UP8uqVas01kGyAwcOCFdXV615V6tWTTx69EhtPor7x7t370RgYKAwMjJSm5+5ublYtGiR2vz08fHjR9GtWzeN2wMg7OzsxLx585TWDw4O1ul7UfXda6LtOxg3bpy0fMeOHWLt2rXCzs5OYxn8/f1FfHy82u2oeyjul8n7s729vXj8+LHIkSOHUvqSJUtK6TXt3+Hh4dKy5s2bi7CwMFGuXDmNZfHw8BB3795VW28nT54ULi4uWj9Tvnz5REhIiMo8FOvWz89P7bb27t0rcubMqXE7RkZGYsCAAUr1ri9DnAOEkO+vAQEBIiQkROMxbGZmJubPn6+1fOlxLnj27Jno27evxvzKlCkjnj9/rjEfVQ9Vx9TLly9F06ZNtX6GbNmyic2bNyutr7g/q3usWrVKSv+97WfPnj0TXl5eWj9DlixZxF9//aUyD8X9y83NTe22/vnnH+Hs7Kzx8/Tv31+cPn1aYx0p/h5fvnxZzJgxQ5ibm6vN19jYWIwePVpjPbx580Y0atRIp2PNzMxMzJw5U2U+KfcHfZcr1uXgwYPFxYsXRYECBTSWp1y5cuL169caP5+h6l5XhjqmFWX0NdHBgwdF9uzZNa7fpk0bER0dLdvmzJkzpeV169ZV+/lu3Lghy6tUqVJq0z59+lRKlzNnTpGYmGjwupowYYKUpmjRomrLoqhQoULSOvpe/ySbMmWKlIe247ZFixY6nXsMISQkRFZvhw4dSlN+imUvWLCgyjSK5zpDfb7mzZtLefr6+sqW/fnnn9KyatWq6ZRf586dpXVGjBghW6b42zpmzBid8lO8pvj3339VpnFzcxNOTk5i9uzZIiYmRnpf3/9q+tJUdylFRESIXLlyCSDpv+7Lly+FEPJzo+K1QVq9fftWGBsbS3kfOXJEY/pZs2ZJaQMDAw1SBldXV+Hq6mqQvOj7EBoaKkJDQzO6GN+F11+fizFXfcWwK210fux7vj6ji/1NcX8hfSjuL/z9UC0xMVGcOnVKTJ48WUyePFmMHz9e6ZG87NSpU0r/B/Tx22+/yf6vXL58Wevj3bt3OuWdfO3j6emZ6vL9aNRPNEVERJRJDRo0SOUQhK1bt4aZmZn0esyYMbIeRg4ODqhatSqyZ8+Od+/e4dSpU3j37h1iYmLw22+/ISwsTO28kCEhIahduzY+ffokvVe+fHkULVoUHz58wLFjxxAZGYnt27fLemx+Dy5evIhatWpJPbJMTExQoUIFFChQAObm5nj9+jXOnTsn9Ux/+/YtmjVrhlu3biF37txSPgEBAQCS5o5M7h1Vs2ZNeHp6AgC8vLz0KtfGjRvRuXNnaSg7IyMjlCtXDkWKFEFcXBzOnz8v9dA/efIkKlSogODgYK29VgIDA7F69WoAQK5cuVClShVYW1vj1q1bUo+22NhY9O/fH4UKFYKPj49e5VYUHR2N2rVr48KFC9J7jo6OqFatGhwdHfHkyROcPHkSMTExiIqKwqBBg3Dv3j3MmzdPSp8rVy6pbi9cuICLFy8CAAoVKoRatWrJ0qWX7du3S70+bW1tUa1aNeTIkQNPnz7FsWPHpF7uQUFByJMnj2xoT09PTwQEBCAqKgobNmyQ3k/+TABUDmUrhEDXrl2VhnYFtA8Pq8rbt29Rr1493L9/X9qXihYtis+fP+P06dPSPhsWFoZGjRrhxo0bUm+5ZPfv30eDBg2k49zOzg7e3t7IlSsXPn36hLt37+Ly5csAgPDwcPj4+OD69euy4VF1tXbtWvj7+0s9bY2MjFC+fHl4enriw4cPOH/+PF6+fAkhBBYsWIDo6GjZfLf6MNQ5IKXHjx+jcePGeP36NQCgQoUKKFKkCN68eYPg4GB8+fIFcXFxGDhwICIjI/Hbb7+pzCe9zgWjR4+WespnzZoVtWvXhpWVFS5cuIDbt28DAC5fvowqVargxIkTsu+xWbNmKFy4sNpjslChQrJtvXjxAt7e3tKQvEDSPMbe3t6wtbXF/fv3cfbsWSQkJODNmzdo3749njx5gv/9739Sejs7O+m4Wb9+vfR9NW3aVDr+k8+3uvpW+1lMTAwaNmyIq1evAkgaxrpixYrInz8/AODRo0c4ffo04uPj8fHjR/To0QOOjo5o3ry53tvas2cPWrZsKfXwNjExgbe3Nzw8PKR97/Pnz1i4cCHOnTunc75z5syRfjucnJxQtWpVZM2aFQ8ePMCpU6cghEBiYiKmTJkCDw8PdO/eXSmPjx8/wtvbW9b7sWjRoihRogTs7Ozw4cMHXL58WZoHPC4uDkOHDkX+/Pml0UvSw/3791G/fn28ffsWJiYmqFy5MgoUKIAPHz4gODhYGjHn4sWLaNOmjaw3u6L0qntdpeWYTpbR10Q3btxAkyZNEBsbCxMTE1SpUgUeHh6IjIyUDW2+bds2ODs7Y/HixdK6TZo0wdChQwEAp06dQkxMjMrhOI8cOSJ7ffXqVURERMDR0VEp7b///ivLX7G3u6HqytfXF+PHj4cQAjdv3kRoaChKlSqlsn6ApGuh5GPIzc1NNj+6PrZu3So9b9iwodp0iYmJsjrTlNYQFI8vY2NjVKpUKU35NWjQQBrB6d69e3j8+DHy5s2bpjy1ef78uWzfSfkZFEdqSjkylDqK+4zib2la8nv27JnK/JL98ccfaNKkCaytrXXK0xC01V1KAwYMkEYuWLBgAVxcXNK1fEFBQdI1g5mZmcYRMwCgfv360vO///4bf/75Z7qWjyizO/lmD74mftFrnVNv/kHN7M1hZWKTTqUioh+ZkZERvL294eXlhWvXruHs2bOIiIiQljs6OqJy5cooUaJEqof6T6Z4L+HQoUOy6bA0rZOWkeJ+ahnY8ICIiMhgUvbCtLa2FkuXLhURERHixYv/x95dx1WR/f8Df126RcBEBQOxk1VXUVDs1rW7u/Ojrt1r19qBHWtgx9quAXajgogdCIoiJfP7g9+d7wy3CQF9PR8PHs7cOXPmzDB3Lt73Oe/zWli3bp1sFO4///wjljUxMRGmTp0qREVFyeqMjY0V5s6dK5iYmIhlly1bpnLsqKgooUCBAmIZV1dX4fLlyyplhgwZojIKKr1H/ickJMhGQpcrV04ICQlRqSM2NlZYsGCBbPS6plFS+ow00TXq/Nq1a4KpqalspJ663t3//POPYG9vL5Zzd3cXIiMjtbYJgGBpaSmsXLlSZRTrqVOnhKxZs4rlqlWrprb9+vrjjz/EuoyMjIQZM2bIRg4JQuJoYGk5AMLq1avV1qfvSF59GDLyX/kzaNAg4dOnT7JyISEhQunSpWXvvaSjEQVB9yhUJen9DPzfKOjPnz8LoaGhwoIFC2T3qLb7W91I6dKlSws3b96UlYuNjRVGjRolK6du5LF01FndunVVroUgCMLZs2dl92Tfvn21Xlt1v8eHDx8KFhYWYhkPDw/h7t27sjJRUVHCsGHDZG0+ePCgxuuqSWo/A9RlqnB2dhbOnz8vK/f27VuhXr16svfHtWvXVOpL62eB8nf09etXWbnt27cLVlZWYpkmTZqovX76vCcTEhKE3377Tfb8Wb16tfD9+3dZuaCgIFn7jIyMhGPHjqmtU9dzX5+2/cj7bPXq1eL+Li4uwuPHj1XKPH36VChXrpxYrmjRoipldI38f/36tewZXrZsWeHBgweyMh8/fhTatm2rch/oGvkPQDA2NhamTZsmfPv2TVbu1q1bQr58+bS2TRAEYejQoWIZBwcH4cyZM2rLHT16VHB0dBTLVqlSRe310vZMNWTkv/KnevXqQlBQkKzcly9fZM8+AGpHb6f2tddXar6nM8LfRMofHx8flc+0iIgIoUGDBmIZhUKhUkaaveHff/9Ve7zGjRurHG/v3r1qyzZr1kwsc+DAgTS7VtWqVRO3jxo1Sm1blAYPHiyW1XeUd1LSjAampqYqmcGkHj16JLtWW7ak7QjLVq1aicfSNxOCNkkzCRw6dEilTGqP/O/QoYNYn5mZmfDixQvZduk5jhw5Uq86pZktatSoIdsmzZSh7vzUadiwobjPlClT9Dux/y8tR/7runZS0v/PtmjRQrYtLUb+v337VnBwcBDrrV+/vl77Sfe5fft2itvBkZs/H47kTvQt/qsw7nYHg0b9K3/Ovjug+wA/Cd4vZAiO/E+ehIQEISYmJkWj/JN6//69yv9B9PnR9+8YjvxXxeA/ERH9FJJ++bt9+3aNZWNjY4U8efKIZTUFWpW2bt0qlnV0dFT5QnnhwoXi9qxZs2pNOT1ixAhZO9M7+H/hwgXZF0yapgVQkn4hpS4YIQipE/yvXbu27IvPz58/a2zT9evXZQGsmTNnam0TAGHbtm0a65MGqYyMjITw8HCNZbW5ePGi7Jhr167VWDYhIUFo3bq17D5TF0BPz+B/7969NdYVGBgoSwG6f/9+lTLJDf5funRJ63lou7+THtPZ2Vn48OGDxro8PT3Fss2bN1fZni1bNnF7aGioxno2btwoO2ZSun6P7dq1E7cXKVJEbRBbqWXLlhq/DNdHaj8DkgYU7ezsNE6jEBsbK1SpUkUsq66zTVo/C9R1zlA6dOiQrKy6gKc+70npZ4iRkZFw/PhxjceMjo4WqlatKpYvWrSo2v9wp0bw/0feZ9L9N27cqLFcSEiILEiYtJOAruC/tJNdgQIFhIiICLXHSUhIkLVJ0zVKGvxXd08pnThxQlY2aYAjOjpasLGxEbfrCiCuWbNGdt8k7TiW2sH/0qVLq3RqUIqJiRHy588vllWXujm1r72+UvM9nRH+JlLWFRcXp7ZsRESEYGdnJ5Zds2aNbLv095A0NbogCEJ8fLw43ZU0YDp48GCVsrGxseJ0P1ZWVrJOsql9rdauXStuz5cvn8YvGuPj42VT7zx58kTrcTXZuXOnWEfJkiW1lj18+LDOz4LU5O3tLR7Lx8cnxfUl/aJ16dKlqdBKzZLezwMGDFApI+38N2HCBL3qXbFihbiPh4eHbJulpaXBv582bdqI+4wYMUKvfZTSKvivz7VTevv2rfh3abZs2VSmZEnt4H98fLzg4+Mja5+m6a2SknbuWb58eYrbwuDNz4fB3ETXP55LVuB/5M0WwuJA1c/8nxXvFzIEg//0K2PafyIi+um4uLigVatWGrfv3r0bL168AACULVsWPXr00Fpf27ZtsWDBAgQEBCAsLAw7duxA165dxe1btmwRlydMmKA1leb06dOxfft28fjp7cOHD6hRowaePn2KChUqwNXVVWt5b29vbN68GQAQFhaWJm168uQJjh8/Lq4vX75cbVp4pbJly2LUqFFiqvlFixZh9OjRstS0UkWKFNGaNr558+bo1auXmML52bNnsLe3N/g8li1bJi5Xr15dbQpoJYVCgZUrV+LIkSP4/PkzwsLCsGnTJvTp08fg46YFIyMjjB8/XuP2woULo0SJEmJKb2UK9pSqVq1aitPdSg0YMACOjo4atzdv3hwXLlwAoP4cpNN6REdHa6ynWbNmmDZtGvLnz48CBQpAEASN92NSsbGxOHDggLg+b9482NjYaCw/evRo7Nq1C0ZGRnj+/Dni4uJk05voktbPgMmTJ8PNzU3tNlNTUyxbtgxlypQBAJw7dw4vX76Es7MzgLR/FuTKlUtr+tn69eujadOmYrrkrVu3yqba0Jf0WdC5c2fUqlVLY1lzc3OsW7cO7u7uSEhIwIMHD3Ds2DHUrVvX4ONq86PvM33fOy4uLli8eDGsrKxQoEAB5MyZU+9jCIKAbdu2ievz5s1DlixZ1JZVKBRYvnw5Dh48iG/f9Eutam9vj8GDB2vcXqNGDdjb24sp8oODg1GyZElxe2hoKLy8vBAcHIyoqCid05d4e3uLywkJCQgPD0/TdM7/+9//YGFhoXabmZkZGjVqJE5Jk/T5mNbXXl8pfU9nlL+JZs2aBRMT9V/VZMmSBbVq1cLu3bsBJKZxl2rQoAEWLlwIIDGV5qxZs2TbAwICxKkDBg4ciEmTJuH79+84c+aMyrEuXLiAyMhIAEDNmjVhaWkpbkvta9WyZUsMGDAA3759Q2hoKP777z94enqqlDt58iTevn0LAPD09BSnDjGUdDom6ftUHeX1UtLnfbh161acO3dOr7ZMnz5d9reJNM2qpveRIezs7GTryt9pWjh27JhsWicXFxfZVFBKMTEx4rL0vtJG+pmjnG4qrepLD/peO6XevXuLU2r8/fffyJYtW5q1TRAE9OjRQzb9xaBBg/Se0q1UqVLi+0H63tNG27RSr1+/hpOTk/j/Dsr8lO/BX/13GiioTl2pr7Bv73+Z68f7hQwhvV8M/T8sUWZnlN4NICIiSm1VqlTRGmiTBpOk8xBq06BBA3H59OnT4vLr16/FLzEUCgU6duyotR4zMzOdZX6kJk2a4OTJkwgODsb27dt1lpd+CRkbG5smbfr333/FZTc3N1SrVk3nPr169RKX37x5g3v37mksW6NGDa11OTg4yL4oVc5layjpF2S6OpgAide2devW4rr0OqS3IkWKiAFZTaRzrCb3miWl7ov/lPDx8dG6Xdc5lChRQlz+448/cPHiRbX12NjYYNy4cWjXrh0qVaqkd+AfSHy+KL+Yd3R01Bn0LV++PO7fv4+vX7/i0aNHBv9nNi2fAWZmZrKOUuqULl0apUqVEtelAem0fhZ07NhRZ5CgU6dO4vLBgwchCILONkhFRkbiypUr4ro+z4JChQrJ7tW0eBb86PtM+t4ZNWoUtm3bpjHYMmDAAHTr1g3e3t5aOyQkdeXKFTEo6ODggEaNGmkt7+joiKZNm+pdf+XKlbXeL0ZGRnBxcRHXkz5D3NzccPDgQdy/fx8hISEwMtL+X/GkQb+0+sxVSsnzMa2vvb5S+p7OCH8T2dra4vfff9dapkCBAuJyeHi4bJuXl5fYSermzZsqgXbp86Rx48bie/P27duyoDMA2bzjSX+nqX2tbG1t0axZM3F969atauuRdrjt3LmzzuNqEhQUJC4XKlRIa1nl/OZK+jz/zp07h5UrV+r1kzQYL+0spW8g25D2G/o5pq/jx4+jWbNm4u/X3NwcO3fuRNasWVXKGhsbq11OrtSu70cz5NoBwMaNG8VOTK1atUKLFi3SrG0JCQno3bs3NmzYIL5WsWJFzJkzR+86pJ1Ape89IpIzgv7/Z0xKwRAPERElwZH/RET00ylWrJjW7dJAzJkzZ/QaXR0YGCgu37lzR1y+evWq+CVaoUKFtI4qVtL1pW5GEhYWhocPH+L27du4dOkSjh07Jm5L+mViarlx44a4XLlyZb32cXZ2hqurK0JCQsQ6pMEmKV1f8gKJo6SUI73i4+P1aoPU69ev8ebNG3Fd3/OoUqUKVq9eDUB+HdKbvtdMKTnXTB1d72VD6ToPXecwaNAgdOjQAUDic6BKlSrIkycPateujdq1a8PHxwdOTk4pauP9+/fF5bJly+oMEAJA0aJFU3RMbVLyDChZsqReoxZ/++03ceSGNFif1s+CqlWr6tU2pTdv3uDjx496PeeV7t69K95LZmZmeo+Sq1KlCk6cOAEgbZ4FP/o+69WrFxYtWoSYmBhERESgXbt26NOnD3x8fFC7dm3UqlUr2SN4lQICAsTl8uXL6xUA+v3332Uj1rVJ6+fg169f8fjxY9y5cwf+/v4qnT7S6jMXSGy3rlGj2s4tra+9vtL6Pf0j/ibKly+fzutnZWUlLicNpJuamqJ27drYvXs3EhIScPLkSVk2LGXHRCcnJ5QsWRKVK1fGrVu3IAgCzp49KwvAHz58GEBi59aGDRsadB7JuVadO3cWg/67du3C4sWLZRkQvn37hr179wJIDIpry/Kly/Pnz8VlXdmdko6cT60OjppIM9wkzTqQHEk7iGjLoJNc//zzD9q3by/ejyYmJti2bRsqVKigtry1tbW4rO+zUtphzNzcXKU+ZdaV1KjvRzL02r148ULMQpM9e3ZZdqHUFhcXh44dO2LHjh3ia+7u7jhw4ADMzMz0rkf6HtM3+522csqsANLOo5S5Kf8f8Kv/To0/xeBqyHHdBdXIYe2MUoV+jevH+4UMIb1fOOqffjUM/hMR0U9H0ygJJeXoNAC4fPkyLl++bFD90lFUr1+/Fpdz586t1/558+Y16Hg/SlBQEPbs2YOAgAA8fvwYwcHB+Pz5s8byaTVy6MOHD+KytikUksqTJ48Y8JPWkVTSL3HVkQbCknOeSY+v7+9cmuJS2zn8aD/imqmj671sKF3noesc2rdvj+vXr2P+/Pniay9evMC6deuwbt06KBQKeHh4oHHjxmjTpo1ewcKkpM8nfZ8pqSW1nwH6nr/0PKWdZtL6WaBP+3LlyiVbf/PmjUHBf+nxc+TIofeX5Wn9LPjR91nBggWxadMmdOrUSUz7//nzZ+zdu1cM5hUsWBANGzZEq1at9O7sIZXWn8ep+RwMDw/Hnj17cOHCBQQGBiI4OFj2O1EnrT5zgZSfW0b5Wyg139Pp9TeRodMMqTtuw4YNxWkBTpw4IQbJo6KicOnSJQCJafgVCgW8vLywfPlyAIkdYpXB/9DQULEz1m+//aZ1Co7UulY1a9ZE7ty58erVK3z48AEnTpxAvXr1xO1+fn7iKPlmzZrpdd9qIh1tr6uTWtLPn5CQEJQtW1brPitWrMCKFSvUbgsJCZFl0kgqb968uHnzJgCIad1TQvr+BCDLUJIaFixYgBEjRoidOkxMTLBlyxZZR5KkpFld9O1MIS2XtAODjY2NGPxPjfp+lORcu+7du4vnumLFihR3OtUkIiICzZs3l2W8c3d3x+nTpw2eYkD6HkvLaSeIMrsidmVhY5IFX+IN7/j1m4PhU5MREdHPjTlhiIjopyMdEaVOSkfRSL+0kAZl9E3NaUga4x8hIiIC7du3h5ubG0aNGoVdu3bh5s2bsi9ujY2NUaFCBTRv3jzN2yM9rnRkkC7SstKUqUn9iHSg0nOwsLDQ+5j6nsOPll4pVHW9lw2VGucxb948nDx5EvXr11fpOS4IAgICAjB+/Hi4ubmhXbt2BgdupZ2LUvv8NUmrZ4C+X6ZLz1P5hTaQ9s8CfdpnbGwsGxEobZ8+0vockis97rOWLVvizp076Natm9pgW1BQEBYtWoQqVaqgYsWKYvBLX2n9eZwaz4+EhARMnToVefLkQY8ePbBhwwZcunRJJfDv5uYmm8IiraX03DLK30Kp8Z5O77+JpCPdk6t+/fridDPSDBIXLlwQ50avXr26+K+y7JkzZ8Sy0pT/jRs3Vnuc1L5WRkZGYnYdQDX1f2ql/Afkc8Truhfd3d1lHbcMfTYZqkyZMuLyrVu3UjylhL+/v2y9ZMmSKapP6fv37xgwYACGDRsmBq/Nzc2xe/dunVkZpB1u9P07SdoRIkeOHGlaX1pL7rVbvny5OH1du3bttHYSSImQkBBUrlxZFvgvXbo0zp07p9KBSh/S95iyAyARqTJWmKCCg/ZpmNSxNrZFaXvDO84SEdHPjcF/IiL65UgDHUeOHIEgCAb9SNNnSr/k1jdAk9qBnO/fvyd73y9fvqBq1arYunWrOBLLzs4ONWvWxODBg/H333/j3LlziIiIwJUrV2Rz0qcV6RdEhlwraaeMHxXM0iTpl1z6/o4y0jmQZjVq1MChQ4fw7t077Ny5Ez169FCbsnzbtm2oXbu2LMigizTo++3bt1RprzZp+QzQ9wte6eg76fmn9bNAn/bFx8fLfn+GBPCBjPs8+9H3mVKhQoWwdu1avHv3DidOnMDIkSPh4eGhMu2Av78/atSoIZtyR5eM8HmsS/fu3TFhwgRERUUBSEzRXrFiRfTs2RNz587F4cOH8ebNGzx69AhTp079oW1LiYxy7VP6ns6IfxMlR/bs2cXpDUJCQvDkyRMA8o4AyuB/9uzZUbx4cQCJ09l8/PgRgDz436hRI5VjpNW1kgb19+3bJz6fwsLCxKkDnJ2dUbNmTb3q00R6z+r6jDY3N0e1atXEdWXwNa3Url1bXI6OjhazNSTXqVOnxOWCBQvC1dU1RfUBiZ8bTZs2laWcz5IlC44dO6axs4iUdBoZ6RQM2kjTwCc9h9SuLy2l5NpJ0+9v3boVCoVC48/Zs2fFsl27dhVf13Wu165dQ8WKFfHgwQPxNS8vL5w9exbZs2c38GwTSZ/N+nYQI/pVVc3WAA5mhr3X6uVqDxMjpjMnIiI5pv0nIqJfjqOjozgqSVeaXV2kaVD1ncPw1atXWrcrR2AB+gX2taVW1WXixIm4e/cugMQgxOLFi9G9e3eNc2EZOuo1OaSpJENDQ/Xe79mzZ+KytvS0P0LSdJjPnz/X64vFjHQOpJu9vT1atmyJli1bAgCePn2KAwcOYOXKleKc6jdu3ICvr6/eo3ilo9eSpurVJDo6GhYWFga2PlFaPgOkKfy1kT47pemV0/pZ8ObNG53zzCd9rhsy/QAgP4e3b98iNjZWr9T/af0s+NH3WVJmZmaoWbOmGMD7+PEjjh49Cl9fXzGwFh4ejsmTJ6uM/tUkLT6PU9OBAwewYcMGcb1Pnz6YOXOmxjTvP+LzNrVklGuf0vd0RvybKLkaNmwojvj+999/UahQIXEUb86cOWXB0urVq+Pu3bsQBAFnz55FgwYNxI4CLi4uaufUTatrVaxYMZQvXx7Xrl3Dly9fcPz4cTRp0gT79u0T52jv0KGDSochQ0mzROiTJr5Vq1biNbl8+TLu3LmTaiPok/r999+RL18+8XNv2bJl8PLySlZdr1+/xr59+8T1Fi1apLh9kZGRaNCgAc6fPy++5uzsjCNHjuh9TZQdTgCI00voovy7ClDNXmBofZ8+fZI9g9Lqd5lUaly7tHT+/Hk0aNBA1gGxVatW2LhxoyxjiqGknb3Sa4oFoszC2sQO3QuMw5qgaQiP0z31S72c7VDB0fBsAURE9PPjyH8iIvrlSOfpvHz5sl77XLlyBTt27MCVK1dkaSIrVKggLoeEhMhSKWsSEBCgdbs05atydKAmYWFhyQ7+C4KA9evXi+ujR49Gnz59NH5xCyQGN6X7pwXp7+fixYt67fP8+XO8fPlSXJd+qZ0ecufOLUsh+t9//+m1n3R0V3qfA6n69u0bbt++jdu3b6vdnj9/fgwaNAhXr15FuXLlxNelqZR1KV26tLh848YNvd5n1atXR5YsWVC6dGlcuHBB72Ol9TPgxo0bYjpbba5cuSIue3h4iMtp/Sy4du2aQW3Lnz8/HBwc9GqHUqlSpcSU6rGxsTqf/0pp/Sz4kfcZkNiR7cmTJzh37pza7Q4ODmjXrh2OHTuGPn36iK8b8t6Rfh7fuHFDr85z+v4+UsO6devEZU9PTyxfvlzr/O7S9xqQdp+5qSGjXPuUvKcz6t9EydWwYUNx+d9//0VkZCRu3LgBAPD29paVrVGjhrh8+vRpnD17VgzWqRv1n9bXSjr6f//+/QASO88odenSRev++sibN6+4LP3M0KRDhw6yudVHjx6d4jZoYmxsjAEDBojre/bswdWrV5NV16RJk8ROEyYmJujXr1+K2vbt2zfUr19fFrwuUaIELl++bFDwukyZMmJnstDQUJ2j9SMiInDnzh1xvWrVqrLtv//+u7isz+fT+fPnxfvQzc3th3S4TY1r17hxY/Tu3VuvH2l6fm9vb/H19u3bq6370qVLqF+/vizwP3ToUGzfvj1FgX9A/h4ztBMl0a8om3luDHCbjt8d68DcSH22DFcrd3RxHY3qOdJm+g8iIsr8GPwnIqJfjo/P//WM3rFjh87Us4IgoFevXmjTpg0qVaok++KsYMGCKFy4sFhu27ZtOuvSNYpROiJC1wi6EydOaN2uzfv372VTGEi/OFMnPj5eNnpI05f7KR2NJf0S+vHjxxqDRVJr1qwRlx0dHWWBrfSiTKkLAGvXrtVZ/vPnz9i1a5e4Lr0OP4OU3hfpbc2aNbC2tkbp0qV1Bh4sLS1lARNDOuhUqVJF7AD0/v17Wbpedd6/f4+rV6/i8+fPuH37tkFfqqbVM0ApLCxM5zMqICAADx8+BJAYmKhTp464La2fBbqe1wCwceNGcVkaTFPSdV/b2NiI6bcB/Z4FQUFBsqC3umdBSt9PP/I+e/jwISwtLeHm5gYfHx/ZPaeOND24Ie+dypUri8H0iIgIWdpydaKiorB37169608p6RQGut5rAPDPP//I1lMyxU9ayyjXPiXv6Yz6N1FylS1bFs7OzgASA/oXLlwQ25j0meLt7S2288yZMzh8+LC4TV0a8rT+7Gjbtq3YkeDQoUOIiooSP0sqVKiAIkWKaN1fH+7u7uKyNNOKJpaWlpg+fbq4fuTIEcydOzdZx9Ynjf/AgQPFjFHfv39HmzZtdD47k9q9ezdWrVolqzOlgdcuXbrIguuVK1fGuXPnkCdPHoPqsbGxQd26dcX1LVu2aC2/Y8cOxMfHAwDKly8v3ttK3t7eYueM4OBgnZ27pcfTZ5qC1JAa127YsGFYsWKFXj/K/58CiR1qlK9L72Ol58+fo1GjRrIsGLNmzcL8+fNlGemSS/oek773iEgzW9OsaJanB8YVW4nmeXqhWrZGqOxYFzVztMSQwnPQz20aimXx0F0RERH9sjL3t7BERETJ0KFDB9jZ2QFITCssHV2jztKlS2Ujfbt37y7bLu0MMGXKFK2prufPn69zDmPplzVHjhzRGPyIiorChAkTtNalTdJRHNIRNeqMHz9eDNIBiaNY1ZGO/NJURht3d3dZB42+ffvKRqEkdefOHcyZM0dc79atW4YINPfv319cPn36tM6gX//+/cXztLKy0jgyJ7NKOiIwOfdGeqpcubI4SuzGjRuyuVTVuX79urhsyBedjo6OsrS8I0eO1Dof8bRp08QvxKtWrWrQF/tp9QyQGjFihMY55WNiYmTvk+bNm8syZqT1s+Dy5cvYvHmzxu179+4Vg2BGRkbo3bu3Shl9nnfSc/T19dXaISIuLg49e/YUMyY4Ozujfv36yTquNj/yPitcuLA4ujo+Ph6LFy/WWj657x1LS0tZx5yRI0dq7dw3evToH5q2Xfp+0/VeO3r0qMpnRkZ+ZmaUa5+S93RG/ZsoJRo0aAAgcVqNRYsWia9LOycCiVPYKDOt3L17V+yIaGdnpzbdfFp/djg5OYnPvbdv32LGjBliJixpVoCUkGbnuXXrll779OzZU/Y8HjlyJCZMmCA+G3X5/PkzRo0apdffdxYWFti0aZN4/wQFBcHT01PvKXA2b96Mtm3biutFihTB5MmT9dpXk7Vr12Lnzp3ieuXKlXH8+HFkzZo1WfVJf5ezZ89GcHCw2nKvXr3CpEmTxPW+ffuqlDE2NpZd18GDB8vmmZc6efKkeB5GRkZ6T8uUEql97VJTQkICOnbsKMteN3/+/FTNbiF9j0nfe0Skm4WxJSo51kLD3J3QNE931M7ZCrktXdO7WURElAmk/zfjREREP5idnZ3sC7ANGzagbdu2ePfunaxcdHQ0Zs2ahaFDh4qv+fj4yEaqAInz9ioDFO/fv4eXl5cseAEkBjxmzpyJkSNH6mxfvXr1xFEWkZGRaN26tcpon/v378PLywuPHz/W44zVy5Ili2yOzOnTp6sdWfv06VO0a9cOs2bNkr2uaY5UaRpjfVLwqjNr1ixxXmzluar7ctnPzw/Vq1cXg4uFCxdOUYeI1OTp6Ylmzf4vDV/v3r0xa9YslS+9P3z4gLZt28oCFgsXLpSll/0ZZMmSRbae3HsjvRQrVkw2WrJly5Y4dOiQSrn4+HhMmTJFTFGsUChUOgzpMnHiRFhZWQFI7GhQr149lZGJsbGxmDJlihhIVSgUmDJlikHHSatngNTdu3dRt25dlYDFixcvUK9ePTH1t5WVldrRaGn9LOjevTtWr16tkoZ6/fr1ssBJ9+7dZddKSfq8u337ttogUJs2bcTR/wkJCWjSpAnWrl2rcsxnz56hfv364rzcCoUC69atU5tKOzWesz/qPjMyMpJ1gJgyZQoWLFigtrPB/v37Zb+3Hj16GHSscePGic/Ohw8fombNmggKCpKViYqKwuDBg7F06VKD6k6pKlWqiMtHjx7F4sWLVabFiIiIwLRp09CoUSOV+0Of91t6yijXPrnv6Yz8N1FyKYP/AHDs2DEAQJ48eVCoUCGVssoOAYIgiCm669SpIz5/pX7EZ4c0MKzs1GVubo42bdro3Fcf1apVE//WfvDggcZOalIKhQI7duyQvZenTp2KMmXKwNfXV2PntODgYMyYMQOFChXCnDlzZPemj4+Pxr/3PD09sW7dOnHqmPv376NEiRKYOXMmPnz4oHaf69evo0mTJujYsaOY7j937tw4cOCA1rnWu3TpAoVCAYVCIWYckPr06ROGDx8urufJkwd+fn6wtrbWWKcuTZs2FTuXREREoFatWuLUFEoPHz5E7dq1xY7VxYoV09gBZPz48WJHM39/fzRp0kQ2VRsAHDx4EH/88Yf47O3Ro4es03VaSItrl5o2bdok69Dau3dv2f99U0oQBNnvNWnnIyIiIiJKGya6ixAREf18hgwZghs3bojpX7dv3469e/fC09MTefPmxbt373D16lVZh4D8+fOrHVFmbm6OLVu2oHr16oiMjMSjR4/g4eGBChUqoGjRovj69SvOnTuHt2/fAgCyZ88u1qtMuyzl4uKCTp06wdfXF0BikMDV1RVeXl6wt7fHo0ePxDlr8+XLB09PT51TCWjy559/il+GR0ZGwsvLCx4eHnBzc4MgCAgKCsLVq1fFLyrt7e3F0Xrfvn3Dly9fYGNjI6tT+iXaqlWr8Pr1a2TLlg2VK1fWOwjq4eGBZcuWoXfv3khISMCNGzdQunRpeHh4oGjRooiLi0NAQACePHki7pMtWzbs3LlTpT3paf369Xjy5Anu3LmD79+/Y8yYMZg7dy6qVq2KrFmz4sWLFzh37pwsCNarVy/07NkzHVudNqysrJAnTx5xKovGjRujQYMGiIuLw9SpU1GgQIF0bqFuy5YtQ4UKFRAZGYn379+jYcOGcHNzQ5EiRZA9e3aEhYXh4sWLsufG2LFjUaxYMYOOU6RIEaxZswYdO3bE9+/fcfr0aRQqVAienp7Inz8/vnz5InumAInv5aTzOOsjLZ4BShYWFvj+/TvOnTsHNzc3eHl5iffA2bNnxY4wxsbGWL9+vdqAVFo+C+zs7PD582f06tULM2fOxO+//w6FQoGLFy/K5qeuWLEiFi5cqLYO6fPu3r17qFy5MkqVKgV7e3sxJbSJiQl27dqFqlWr4vnz5/j27Rt69OiBCRMmoEqVKrC2tkZwcDAuXrwodh5QKBSYNm0aateurfG4/v7+ABKD+Ddu3IC1tTWaNWumdwrjH3mfjRw5Ert27cKdO3eQkJCAYcOGYfbs2ShVqhTy5MmDb9++4caNG7LMONWrVze444yTkxN8fX3RtGlTxMXF4fLly3B3d4enpycKFCiA8PBwnD59Gp8+fQKg+/M4NQ0bNgzr168XRzAPHjwYixYtQunSpWFra4vnz5/j8uXLYhDS2NgYlpaWYqA0aQfFjCYjXPuUvqcz6t9EyVWzZk1YWFjIRkBrCrzVqFFDJY29dPqapNLyswNI7Ljg6OiIsLAw8bOiUaNGYnA3pRwdHeHh4YGAgADEx8fj/PnzGp+3UjY2Njh58iQGDBggTjNz7949dOnSBb169UKZMmVQsGBBWFpa4s2bNwgJCcH9+/dV6nFycsK8efPQqVMnrcfr0KED7O3t0aVLF4SFhSEyMhJjx47F+PHjUb58ebi4uMDGxgbv3r3DnTt3VDraeXh4YM+ePcibN68BV0fV8uXLxfcukNih4M8//9R7f0dHR7Ud/FatWoUqVargw4cPCA4ORvny5eHp6YmCBQsiNDQUZ8+eFaeJsLW1xbZt2zQ+LxwdHbFixQq0adMGCQkJOH78OFxcXODj4wMHBwfcvn0bN2/eFMsXL14c8+bN0/sckiutrl1qSdo5JyoqCn369NF7/4YNG6qdFknp2rVr4vm7ubllir/3iYiIiH4KAhER0U/Ay8tLACAAENavX6/XPgkJCcL06dMFS0tLcV9NPzVq1BBevnyptb7//vtPcHFx0VpP9+7dhaVLl4rr9evXV1tXVFSU0LhxY611lSpVSggMDBSGDx8uvnb69GmVuqT7PH36VGX7tGnTBCMjI53XwMvLS3j69KmQLVs28bUTJ06o1Pfs2TPB3t5eZf86deqIZdavXy+rV5MDBw4IuXPn1tm26tWrC69evdJYj6H3h/T3qO6aGuLz589C27ZtBYVCofUcrKyshNWrV2uta+LEiWL5zp07p6hdun4Hhh6rc+fOYvmJEyeqLbN48WK1575t2zaxjKHXXtv9/fTpU9l2XU6fPi2WdXFxUVvm8uXLgqurq8570tLSUpgxY4baOvS9tocPHxZy5syp9ThmZmbCvHnzdJ6bNqn5DEh6Dffu3SvY2tpqrDNHjhzCoUOHdLYxLZ4FS5cuFerWrau1vnbt2gmfP3/WWF9cXJxQoUIFte/n79+/y8q+fv1aqFWrls5zcHR0FA4cOKD1egQEBAhmZmYq+/bu3Vssk9Hus7dv38quv7afDh06qL3u+rxHBUEQ9u3bJzg6Omqs38jISBg/frzwv//9T3ytX79+KvXo81yT0vVZc+TIESFLliw6z9/V1VU4deqU0LJlS/G1cePGyerS9XzTtV3fa6mk7+d2al17faX2ezoj/02kZMjnc7169WTHXbdundpykZGRgqmpqVjO2NhYCAsL01p3al+rpPr37y+rR9dz0VALFiwQ6x46dKjB+587d06oWbOmXs805Y+bm5uwdOlS4cuXLwYd6/Xr10KPHj0EExMTvY7j7OwsLFq0SIiPj9erfumzTt3zoFy5cgadZ9Ifbc+YW7duCYULF9a6f968eYXLly/rdS7bt2/X+Zz19PQU3r59q1d96hjy2ZCW104bff7vc/v27RS1TZ/znz59ulh20qRJyTqXpJydnQVnZ+dUqYsyhlu3bgm3bt1K72ZQJsH7hQwhvV/4+UG/Gqb9JyKiX5ZCocDYsWMRHByM6dOnw8vLCzlz5oSZmRmsra1RuHBhdOrUCceOHcPJkyeRO3durfVVrlwZ9+7dw8KFC+Hl5YUcOXLA1NQUuXLlQosWLfDvv/9izZo14ggWQJ4OVsrS0hJ+fn44dOgQWrZsibx588LMzAzZs2eHl5cXVq5ciYCAgFRJVTlu3Dj4+/uje/fucHNzg6WlJUxMTODg4ICyZcuiW7duOHr0KM6cOQNXV1fZfKfKzAlS+fLlw+XLl9GmTRvkypULJiYmsLW1lZ23vho2bIgnT55gxYoVaNiwIfLmzQsLCwuYm5vDzc0NnTt3xrFjx3Dq1CnkypUrRdchrdja2mLr1q24du0aBg8ejNKlS8PBwQHGxsZwcHBAtWrVMGvWLISEhBic4jqzGThwILZs2YJKlSrB3t4eJiYmyJEjxw+ddzulKlasiHv37mHt2rVo0qQJXF1dYWVlBVNTU+TOnRuenp6YMWMGAgMDMWbMmBQdq169eggKCsKSJUtQp04d5M6dG2ZmZrC1tUWZMmUwcuRIPHr0CMOGDUvRcVL7GSDVtGlT3LlzB4MHD0ahQoVgbm4OOzs7VKlSBQsWLMCTJ0/UzmmfVFo8C6ytrXH48GFs2bIFNWrUgKOjI8zMzODq6oouXbrg0qVL2LJli9ZUySYmJjhx4gSGDRuGAgUKwMLCApaWlsidO7eYplgpZ86cOH78OM6cOYPevXujaNGiyJIlC0xMTJA9e3bUrl0bS5YswdOnT7WOogMSR3OeP38ejRo1QrZs2WBiYgJ7e/tkzSn+o+6z7Nmz4/Tp0zh06BA6deqEYsWKwdbWFsbGxnByckKZMmUwfPhwBAQEYNOmTVqvuy5NmjTBw4cPMX36dFSsWBFOTk4wMzND3rx50alTJ/j7+2PKlCmyrCuaPo9TU926dXHv3j2MGTMG5cqVE8/fzs4O7u7uaNGiBdatW4eHDx+ievXqsvfGli1bkvU5+qOl57VPjfd0Rv6bKDmSPks0jfy3sbERpycBEv+m1TXKPi0/OwDIRsVnz55dZdqtlGrXrp04rcHu3btVporQpWrVqjhx4gQePXqEuXPnomnTpnBzc4OdnZ34N16RIkVQp04dzJw5E/7+/ggMDET//v0NTvmeM2dOrF69GqGhoVi0aBGaNGmC/Pnzw9raGiYmJsiaNSvKli2Lnj17ws/PD8HBwRg0aJA4ZUBKPXz4MFXqUadUqVK4ffs2li9fDh8fH+TMmROmpqbImjUrPD09MW/ePNy7dw8VK1bUq77WrVsjMDAQkyZNQvny5eHg4ABTU1PkzJkTDRs2xPbt23H27Flkz549zc5JKi2vXUr9iLbt2rULQOIUQB07dkzz4xERERFRIoVg6P9wiIiIKEUmTpwozpk8YsQIcS5TIqLM7syZM2JwycXFBSEhIenboCS8vb3FuW3Xr1+PLl26pG+DKF117txZDEIuXboU/fv3T+cW/TpS69rzPf3zOnr0KOrVqwcgcdqMtEjR3rVrV2zYsAEAcO7cOVStWjXVj0H0q7p//z6KFy8OILEz6N69e1Ol3jx58gCAOJUYZX63b98GkNgZiEgX3i9kCOn9ws8P+tVw5D8REVEKTZkyBYsWLcKBAwfEuXy1uXz5srhcsmTJtGwaERHRL0EQBIwcORLLli3DkSNHkJCQoLO8v7+/uM7P4+Tjtae0sGnTJnG5W7duaXKMESNGQKFQAABWrlyZJscg+lWtWLFCXB45cmQ6toSIiIjo12OS3g0gIiLK7A4ePIiAgAAAwLp169C1a1eNZS9duoTjx48DSEx/6OPj80PaSERE9DNTKBTw9fXF+/fvAQCnTp3SmOIcAHbs2CGmPM6SJQsqVKjwQ9r5M+K1p9T28eNHcZRw1apVxdHDqa148eJo164dtmzZgp07d2LOnDkZdhoposzk8+fPYlaN+vXro3LlyunbICIiIqJfDEf+ExERpZB0DtKRI0fi1KlTKmUEQcD+/fvRoEED8bXWrVvD2dn5h7SRiIjoZyf9PO7ZsyeuX7+uUiYuLk4lPXy/fv1gYWHxI5r40+K1p9QSGxuL3r1749u3bwASU/6npWnTpsHCwgJxcXH466+/0vRYRL+KxYsXIzIyEsbGxpg5c2Z6N4eIiIjol8OR/0RERCk0dOhQrF27Fq9evUJYWBh8fHxQuHBhFC1aFA4ODnj79i3u3buHZ8+eifsULlwYS5YsScdWExER/VwmTpyIvXv34suXLwgKCkL58uVRqlQpFCpUCHZ2dnj9+jVu3ryJt2/fivtUrlwZEydOTMdW/xx47Sklhg8fjnfv3gEAzp07h9DQUACAj48PmjRpkqbHdnV1xZ9//ok///wTK1aswMiRI5E7d+40PSbRz+zTp0+YN28eAGDw4MGcl5uIiIgoHTD4T0RElEJZs2bFuXPn0KpVK3Gk26NHj/Do0SO15Rs0aID169fD0dHxRzaTiIjop1awYEGcOnUKbdu2RVBQEADg9u3buH37ttryXbp0wbJly2Bubv4jm/lT4rWnlIiOjsbmzZtlr+XPnx/r16+HQqFI8+OPGjUKe/bswfXr1zF27FgxXTkRGW7KlCmIiIiAm5sbpkyZkt7NISIiIvolMe0/ERFRKihYsCACAgKwb98+tG/fHu7u7rCxsYGRkRFsbW1RsmRJ9O7dG+fPn8fBgweRLVu29G4yERHRT+e3337D/fv3sXnzZvzxxx8oUKAArKysYGxsjCxZsqB8+fIYOnQobt68ifXr18PKyiq9m/zT4LWn5PLy8oKLiwvMzMyQN29e9OvXD5cuXULevHl/yPFNTU2xY8cO2NraYuPGjbh06dIPOS7Rz+bBgwdYsmQJzM3NsWPHDlhbW6d3k4iIiIh+SQpBEIT0bgQRERERERERERERkSZ58uQBALx48SKdW0KpRZkliFNEkD54v5AhpPcLPz/oV8OR/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9ERERERERERERERERERESZHIP/REREREREREREREREREREmRyD/0RERERERERERERERERERJkcg/9EREREREQEAOjSpQsUCoXeP+bm5nB0dETx4sXRqlUrrFq1Cl++fNF5HGkdXl5eEATBoHZevXpVVoehevToIdt/5cqVBteRmiZNmiS2pUuXLunaluRISEjArVu3fsixNmzYIF4rb2/vFNcnvecnTZqkst3V1VXcfubMGYO3Z3RBQUH4/Pmz2m26rs3PrHHjxlAoFOjdu7fe+zx//hzLli1Dy5YtUaxYMWTNmhWmpqbImjUr3NzcULNmTcyYMQPXrl1LcfuioqLg5+eHPn36oFy5cnB2doa5uTlsbW1RsGBBNGvWDIsXL8br169TfCxdgoKCMGzYMJQsWRK2trawsrKCm5sbOnbsmKz3xPnz59GxY0cUKFAAFhYWyJo1K0qWLImRI0ciMDAwWe0bP348PDw8kD17dpiZmSFnzpyoX78+fH19ERcXZ3CdUkuWLIFCoYCrq2uy6zhw4IDBn2cvXrww6PNaoVBgwIABsjrOnDljcB1Jf5L+jtu1aweFQoF27dol+3oQERERUcow+E9ERERERETJEhsbi48fP+L+/fvYtWsXevfujUKFCuHkyZN613Hu3Dn8/fffadhKuaioKOzatUv22qpVq37Y8X82AQEBqFixIhYsWJDeTSEDREdHY9KkSShRogQ+fvyY3s3JUFasWIEDBw4gS5YsmDZtms7ygYGBaNmyJfLnz48BAwbgn3/+wYMHDxAREYH4+HhERETgyZMnOHnyJMaNGwcPDw94e3vjv//+M7htcXFxWL58OQoWLIimTZti5cqVuHHjBl69eoXY2Fh8+fIFwcHB2LdvHwYPHgwXFxf06NEjzToBLF++HMWLF8eCBQtw9+5dfPnyBd++fcOTJ0+wefNmVK9eHR07dtSrU1hcXBx69OiBatWqYfPmzXj69CliYmIQERGBu3fvYu7cuShVqhTmzJmjV9sEQcCUKVNQvHhxTJs2DdeuXcP79+8RFxeHt2/f4siRI+jSpQt+++03BAUFJev8Hz16hLFjxyZrX6X379+jb9++Bu9348aNFB03rcyePRtWVlbYtm0btm7dmt7NISIiIvolmaR3A4iIiIiIiCjjyZUrFxo3bqy1zJcvXxAaGoqAgABER0cDAN6+fYuGDRvi3Llz+O233/Q61v/+9z80bNgQLi4uKW63Lnv27BFHOpuamiIuLg7Xr1/HtWvXUL58+TQ//s/E19cX3bp1Q0JCAooXL57ezSEDFC9eHMHBwendjAwnNDQUI0aMAACMHTsW2bJl01p+0aJFGD16NGJiYmSvlyhRAq6urnByckJUVBRevXoFf39/xMbGAgDOnj2LatWqYfHixejfv79ebXv37h2aNm2KS5cuyV53dnZGmTJlkD17dsTExODRo0e4efMm4uPjERcXh7Vr12Lv3r1Yu3YtmjZtqueV0G358uXo16+fuJ4tWzZ4e3vDzMwM/v7+ePz4MQBg8+bNCA8Px/79+2FkpHkMUocOHbBz505xvUiRIvDw8EB0dDROnTqFjx8/IjY2FqNGjUJCQgJGjx6tsS5BENC7d2+sXr1afC1nzpyoWLEismTJghs3buDOnTsAgFu3bqFGjRrw9/dHjhw59D7/N2/eoH79+np1bNDky5cvaNSoEV6+fGnwvjdv3hSXq1SpghIlSujcp2rVqrL13LlzG5TdQhAE+Pr6ive7u7s7ypYtKyuTN29eDB8+HFOnTkX//v3h4+Nj0HUlIiIiopRj8J+IiIiIiIhUFC5cGCtWrNCrbHh4OCZNmoTFixcDSBxV3L17d9y6dUuvNMZfvnxBr169cOzYsRS1WR8bNmwQl3v16oVly5YBAFauXMkMAAZ6+vQpEhIS0rsZlAwM/Ks3aNAgfP36FXny5MGgQYO0lh07dixmzpwprtvb22P06NHo2LEjnJ2dVcp/+fIF//zzDyZOnIjQ0FAkJCRgwIABsLKyQteuXbUeKyQkBNWrV0dISIj4WqNGjTB+/Hi1nazev3+PlStX4q+//kJkZCQ+fvyIP/74A6tWrUL37t11XAXdHjx4gCFDhojrAwcOxNy5c2FmZgYgMUi8fv169O3bF7GxsTh06BAWLVqEoUOHqq1v7dq1YuDf1NQUa9asQadOncTt0dHRGDFihPi8Hjt2LHx8fODh4aGxPmngf8qUKRg1ahTMzc3F1/bu3YvOnTsjMjISoaGhGD58ODZv3qzX+T958gQNGjRIdsYA4P86c1y5ciVZ+0uD/8oOdIYy5HMeAKZNmyYG/rNkySJmyEhq1KhRWLFiBd6/f48RI0Zg06ZNBreNiIiIiJKPaf+JiIiIiIgoRbJmzYpFixbJRoHeuXMHx48f17uO48ePY/369WnRPNHz589x+vRpAImjZaWBqG3btiEyMjJNj08Zz4YNGyAIAgRBSNa89iEhIeL+3t7eqd6+9JTSa5PZnDhxAn5+fgCAcePGwcLCQmPZzZs3ywL/lSpVwqNHj/C///1PbeAfAGxsbNClSxfcvXsX1apVE18fNmwY3rx5o/FYMTExaNGihRj4t7S0xLZt27B//36N2VWyZcuGP//8Ezdv3kTJkiUBAAkJCejTpw9OnTql8Vj6Gjt2rJjFoGnTpli8eLEY+AcAhUKBbt26yTpUzZgxQ+0zNiYmBn/++ae4PmfOHFngHwAsLCywdOlSdOnSRTwX6T5SYWFhsqwACxYswPjx42WBfwBo1qyZ2GENALZv367196Dk5+cHDw8PPHr0SGdZTS5evIhy5cqpZHEwhDT4X7p06WTXo6+LFy9i4sSJ4vqKFSvg5uamtqyNjQ1GjRoFIPG9kpLzJCIiIiLDMfhPREREREREqWLKlCkwMfm/BHNHjx7VuY901OCwYcPSbG5qIDFNvXKkuo+PDwoWLIhy5coBSByVy/mJiX5d48ePB5DYmUkZZFbnw4cPsqwAZcqUwalTp3ROEaBka2uLffv2ieUjIiKwdOlSjeXHjBmDa9euAQCMjIywb98+tGnTRq9jFShQAKdOnUKBAgUAAPHx8ejWrRu+ffum1/7qvHjxAgcOHACQGOSfMWOGxrKdO3dG5cqVASRet127dqmU2bNnjxh0z5cvn6wTWVILFiyAtbU1AODYsWNqM1hs2LABHz9+BAB4enrKMhSoa1+uXLkAAN+/f8e///6rseyrV6/QpUsXNGvWDJ8+fQIAWFlZaSyvTnh4OIYNGwZvb28x1b+hdQDA58+f8fTpUwCAo6Mj8ubNa3Adhvj27Ru6dOkifn62a9dO5z3Yu3dv8Xc1YcKENG0f/XrCY1/DP2wPzr7zxX/vtyH4yzUIgpDezSIiogwkMDAQixcvRqdOnVCsWDEYGxtDoVDIMgH+zBj8JyIiIiIiolTh6OiIYsWKievKOZ+1mT17NoyNjQEkBsH69u2bZu3z9fUVl5VzX7dr1058jWn/iX5Nx44dE9Ovt2/fXuuo/9mzZyM8PBwAYGJigm3btsHS0tKg42XNmhXjxo0T1zdv3qw2cPXmzRssX75cXB8zZgxq165t0LGcnJxkadefPXuGRYsWGVSH1IEDB/D9+3cAiSPOixYtqrW89Bn7zz//qGzft2+fuNy8eXOYmppqrMve3h716tXTWp+0E9esWbO0tk2hUGDOnDmYOnUqli9fjjJlyqgtt2fPHri5ucHX11f8PVWrVk32maLLxYsXUahQISxYsABxcXEAgOLFi+PgwYN616F069YtsR0/YtT/tGnTxM9zR0dHLFy4UOc+tra2aNWqFQDg33//5eh/ShUvox5iR+gErHjSAyffrsHFDztw7v0m7Agdj5VBPXH14352AiAiIgDA8uXLMXjwYGzatAkPHjz45aarY/CfiIiIiIgog+nSpQsUCgUUCgXu3r0LALh+/Tp69OgBNzc3WFlZIUeOHKhSpQpWrVolpl9Wunz5Mjp37owCBQrAwsICDg4OqFatGpYvXy4GHdKKNLVyfHy8zvLly5fHiBEjxHU/Pz9s37491dt14cIFPHnyBEDiSMs6deoAANq2bQsjo8T/Gl+/fh1Xr15N1eN++/YNy5Ytg7e3NxwcHGBubg5XV1d06dJFHM1rqBMnTqB79+4oXLgw7OzsYGVlhfz586NNmzb4559/9P7i+8qVK+jfvz9KlSoFOzs7mJubI1euXPj9998xduxYPHjwQO1+3t7eUCgUmDx5sviar6+veM9qSn8fFxeHLVu2oGvXrihevDiyZcsGMzMz2Nvbo0CBAmjZsiXWr1+vcj/r8vLlSwwfPhzu7u6wsrKCk5MTKlasiBkzZuD9+/da95W+15KT2t7V1VXc/8yZMxq3Gfojndtd6uvXr1i9ejXatm0Ld3d3ODo6wtTUFA4ODihcuDA6duyIXbt2qf1y68yZM2L9Uvnz51d7DoZcm/fv32PmzJmoXr06cuTIATMzMzg5OaFs2bIYMWKE+BzTRnksaQB29+7daN68OVxcXGBhYQEnJydUqVIFc+bMSdVpOqQj77t166ax3Ldv37B27VpxvXPnzihSpEiyjtmhQwe4u7ujV69emDdvnhhQl1qyZAmio6MBJKb7HzZsWLKOVblyZTRq1Ehc//vvv9UeT3qPqLunAeD8+fPiso+Pj85jS6c4OHPmjMpxU1Jf0pH6r169wvXr1wEAefPmRZUqVXTW1759e/z555/o06cPSpQoobbM7du3ERUVBSBxCoLZs2fj1KlTcHJy0lm/0qNHj8SMBMbGxhgxYgSuXr2K/Pnz612H0o9M+R8UFIR58+aJ67NmzdI7y4X0vaQtuwWRPh5FXsKWZ6MR/OUqANW/c8JjX+HEmxU48GouBOHXCvAQEZGqEiVKYOTIkdi2bRsePXqExo0bp3eTfigT3UWIiIiIiIgoPU2YMAHTp0+XBfS+ffuGd+/e4eLFi9i+fTv8/PxgbW2NUaNGYf78+bIAcExMDM6fP4/z589j27ZtOHbsmMEjVfURHx8vBtgBIHfu3HrtN2nSJOzbtw+BgYEAgIEDB8LHx0fvAIM+pOn9mjVrJqZazp07N2rWrInjx48DSBz97+HhkSrHvHLlClq3bo1nz57JXn/27Bl8fX2xefNmgwLOr1+/RocOHdTO2R0SEoKQkBDs2LEDZcqUwY4dO1C4cGG19cTFxaFXr15qUx6+efMGb968weXLlzF79mz069cPixYtEjtIJNeRI0fQp08fhIaGqmz79OkTPn36hKdPn+Kff/7BlClT4Ofnh1KlSums98CBA+jQoQM+f/4svvbt2zeEhYXB398fc+fOxZIlS9C+ffsUtT8j8PX1xYgRI/DhwweVbeHh4QgPD8fjx4+xefNmlClTBn5+fsiXL1+atkkQBCxYsAB//vmnSir5sLAwhIWF4ebNm1iwYAG6d++OxYsXax1Vr/Thwwe0a9cOJ06ckL0eExODixcv4uLFi5g7dy78/PxQqVKlFJ3D8+fPcfjwYQCAs7MzypYtq7Hs8ePHxVH/AFJ0Xzk6OuLhw4day/j5+YnLzZs3h4ODQ7KP1717dzFd//Pnz3HlyhUxJb8hpB05pJleNHF3d4eRkRESEhLw7ds3PH78WOww8fHjR9lUL/rUJ800cPv2bdm2W7duicspvS+SMjIyQps2bTBjxgy4uLgku5569erhr7/+0tjRQB/S4L+ys8yVK1dw/vx5vHz5EmZmZnB1dUWdOnXEKR+Sa+zYsYiJiQGQ2NFAW+eYpH7//XdkzZoV4eHh+Oeff7Bo0SKDOkwQKb359gR+L2bju6C7A+u9T6dhZ+IE7xxdf0DLiIgoo+rRo4dsPWkH6J8dg/9EREREREQZ2NSpU7Fz504AiSO3afJOAAEAAElEQVQZK1asCAsLC5w7d04MpJ4+fRpTpkxBbGwsFi9eDAAoVaoUypQpg2/fvuHUqVMICwsDkDjKcty4cZg/f36qt3XPnj2ywJiXl5de+1lYWGDt2rWoWrUqBEEQ59Tetm1bqrQrKipKNtd0586dZds7deokBv+3bduGefPmwdbWNkXHDAgIgI+PD75+/Qog8cuGihUrwt3dHREREThz5gw+ffqE8ePH6xWcefr0Kby9vWXB8zJlyqBEiRJQKBR4+PAhrl69CkEQcPPmTVSqVAmnT59WOyp04MCBssB/8eLFUbJkSVhZWeHVq1e4cuUKwsPDkZCQgKVLl8LU1FR2vzRu3BhFihTB1atXxewFhQsXRvXq1cVlqYMHD6JZs2ZiJghzc3P8/vvvcHFxgZGREV6/fo1Lly6J82iHhISgQYMGePDgAWxsbDRek4cPH6JFixaIjY2FiYkJvLy8kDdvXjx//hxnz55FfHw8wsPD0bFjRyQkJKBjx446r3Nqat++vfi+0yY6OhobN24UO+yULVtWnIdcacWKFbIpMWxsbFClShXkzp0bgiAgNDQUly5dEgPwN2/eRLNmzeDv7y9Oq5E7d2707t0bALBy5Uqxrnbt2on3u74ddpT69euHFStWiOvm5uaoWrUq8ubNi48fP+LcuXPivbR69WrcuXMHJ0+e1DrPeXR0NBo1aoTLly8DSLw/y5Yti/j4ePj7+4vzvL979w7169fH48eP4ejoaFC7pfbs2SN2rJKmlFdH+ZwAADs7O3h6eib7uLp8+PAB9+/fF9f1GcWujY+PD0xMTMT34b///pus4L80K4U+o9bNzMyQLVs2vH37FkDis0wZ/JfWZWxsrFdnlTx58ojLb9++RVRUlHg/STsmFCpUCACQkJCA3bt3Y8uWLbhx4wbevn2LrFmzonz58ujYsSNatWql88vgmjVron379nBzc9PZPk3Kli2L69eva+1coi9p8D8kJATFihXTmKmlcePGWLhwYbIzDEg/O+fOnWtQRzBjY2PUrFkTu3btQmxsLA4cOICuXRmQJcNdCtuJeEH/rEABH/ejolMLWBqn7G85IiKiTEsgIiIiIiKiDKVz584CEnOaCgAEY2NjYdGiRUJ8fLxYJjY2VmjevLlYxsjISAAgODk5CUePHpXV9+XLF6F+/fpiWRsbGyE6Olrrcb28vAxq8+PHj4Vs2bKJ++fIkUOIiopSW1Z6bgEBAeLrAwcOlG3z8/NTu39AQICsnC6bNm0Syzo7Owvfv3+Xbf/69atga2srllmxYoUBZ64qJiZGKFSokFifq6ur4O/vLyvz5csXoU+fPrLzACB07txZbX3ly5cXy5QpU0a4fv26Srl79+4JFSpUEMsVLFhQ+Pz5s6zMo0ePxO1mZmbCgQMHVOr5/Pmz7F4wNTUVnj9/rlJu4sSJWtutPM88efKI5erUqSO8f/9epVxUVJQwatQo2bVYvXq1Srn169erXLNKlSoJQUFBsnJBQUGya2FjYyM8e/ZMpT7peU6cOFFlu4uLi7j99OnTBm/XR9u2bcU6smfPLoSGhsq2v3z5UrCxsRHLdOrUSYiMjFSpJzw8XOjYsaPs2pw4cULtMaVlnj59qraMrmuzZMkSWT1t2rQR3r17JysTExMjTJ48WVAoFGK59u3b62wTAMHFxUXlmn7//l1YuHChrL4JEyaorU9ftWrVEuvasGGD1rKVK1cWy9aqVStFx9Xl8OHDsuuR9BmSHMWLFxfra9mypcr206dPy46Z9PpHRUXJtt+7d0+v45YoUULcZ+PGjeLr0nPMli2bXnV9+PBB1gbp+0X6TF20aJHw5MkT2e9M3U+VKlWEN2/e6HXspKTXy8XFJVl1PH361KDPs7i4OMHc3FzrOSX9cXR0FC5evGhw29q1ayfWUa1ateScnrBo0SKxjubNmyerDilnZ2fB2dk5xfVQxnHr1i3h1q1bGrdHxoYJs+41Embcq2fQz5UPu3/gWdCPout+IZKS3i/8/KAmTZoIAIT169end1N+iJTl7SMiIiIiIqI0N3XqVAwaNEgcwQsApqamWLhwoThiUTlydffu3eJ89krW1tZYt26duP+XL19kIweT4/v37wgLC8OlS5cwbtw4lC5dWpxfXaFQYO3atQZPLTBz5ky4urqK63369EFERESK2gnIU/536NBBZeSilZUVWrRoIa6vWrUqRcfbuHGjOP2BjY0NTp06hd9++01WxtraGsuXL0f37t111rd27VpxhH3RokVx9uxZtaNHixUrhtOnT4tpoIOCgvD333/LykjTqHfo0AENGzZUqcfW1hZr1qwRR/DHxcXh6NGjOtupzr59+/DixQsAgJOTE3bu3Kk27bOlpSVmz54tG0mtbr7xpEqUKIF///1XJXtCgQIFcOLECfH1L1++YNasWck6h7Q0ZcoUMcOFqakpdu/ejbx588rKrF+/Hl++fAGQ+Dteu3at2owI9vb2WL9+vSwluT7XMDkiIyMxefJkcb1jx47Ytm2bylQdZmZmmDBhApYtWya+tmXLFnFUvybW1tb4999/4e3tLXvdyMgIgwcPRrt27cTXDh48mOzzSEhIkLWlZMmSWstLpzVJmp0htb179062nhrHkz5fnz59qrLd29sbgiCIP0mvf2RkpGxd32e89H6VTtEhrS85dSWtT7ocERGBGjVq4OLFiwASM6V06tQJrVu3lmUY+O+//1ClShW9snRkBA8ePBDT8Cv98ccfOHXqFD58+ICoqCjcvHkTI0eOFKfYCAsLQ6NGjVSmoNHm9evXslH/hkxRIyV9T/3333/JqoN+bcFfryEB8Qbv9zjSPw1aQ0Skv5CQECgUCigUCnTp0iW9m0O/GKb9JyIiIiIiysCyZMmCoUOHqt2WN29eFCxYUAxIVa1aFdWqVVNbNkeOHChUqBACAwMBAC9evEDFihU1Hvfs2bPJmhdP2dGgQYMGydp39erVqFWrFoDE4MOwYcOwbt06g+tSev78OU6fPi2ud+rUSW25zp07Y/369QCA69ev4+rVq/Dw8EjWMaUBk6FDh2pNtzx//nzs2LFDDO6qs2jRInF55syZsLOz01jWysoK06dPF6//33//jdGjR4vbldMQAInp1TUxMTHBnDlz8Pz5cxQoUEDsUGCoqKgoVKtWDU+fPkWbNm20th1IDD5euHABAPQKxi1duhTW1tZqt9nZ2WHWrFlo1aoVAGDz5s2YP3++XnPO/wg7d+6UBdSWLVumMY185cqVERwcjH79+sHERPNXOcbGxqhataoY5EurgOaOHTvw4cMHAInPKGlwX52+ffti+/btOHfuHABg4cKF2L59u8byHTp0ENO2q/PHH39gy5YtACBOA5AcgYGBYgDa2NhY55zzyqkpgMRnqi5Pnz7F7Nmz9WpLw4YNZZ1xPn78KNueJUsWverRRvr+SxrI10fSoLO+AXtTU1NxOS7u/+bsltaXnLqS1ic9p2nTpiEuLg758uXD1q1bZdMmCIKA1atXY+DAgYiNjUVQUBC6du2K/fv369WG9CTtuKdQKLB+/XqVqWxKly6N0qVLo0WLFqhVqxY+f/6MsLAwDBgwAAcOHNDrOMuWLROvbbly5cRpXQxVqlQpcfnt27d48eKFbOoGdbRtf/36NZycnHD79u1ktYcyHuV9pul3+lTxGDBWu0mriK/veZ/8hHTdL0RS0vslLi5O5W8Iop8Zg/9EREREREQZWOXKlbUGK3PkyCEG/728vLTWJZ0XW1uwOTly5MiBtm3bYtSoUSkaoVqzZk10794da9euBZA46rlNmzaoXbt2surz9fUVsyJ4eHhoDO5Vq1YNrq6u4hzUK1euTFbw/+vXrzh79qy4rgw8a2JnZ4emTZti8+bNareHhoaKHTYUCoVKVgd1atasCTMzM8TGxiI0NBTBwcHiCPgSJUqI5bZt2wY3NzcMHTpUbWCxcePGOo+lS8+ePdGzZ0+9y0vbERurfX7fAgUK6LznmzRpAisrK0RFRSEyMhIBAQGoWrWq3u1JKwEBAejSpQsEQQAA9O/fX+N1GjduHMaNG6d33YZcw+T6999/xeVWrVrB1lb3vMq9e/cWg/+nTp2CIAgaOxj5+PhorUvaoSYlz7KgoCBx2dnZWWfHEOWzBFANQqvz9u1brFy5Uq+25MyZUxb8l3bUAfQPjmsjbb/y3jOENPuMuvWU1JfSuoDEzkZKcXFxcHJywvnz52Uj/YHEZ2mvXr1gY2OD9u3bAwAOHDiAixcvonLlyiluR1qqU6cODh06hODgYDg4OMiyYCRVoUIFLFmyROwccPDgQdy7dw/FixfXeozo6GjZfTt48OBkt9fR0RFZs2ZFeHg4gMT3nK7gP5GUMZIXrDOGWSq3hIiIKPNg8J+IiIiIiCgDS5rOPCnpKGBnZ2etZaXBKl2Bn1y5cqkEf2NjY/Hs2TOcP39eHEnh4OCAtWvXonHjxirp9JNr3rx5OHLkCF69egUA6NWrF+7evas21bkuvr6+4rKmUf9AYjCoY8eOmDp1KgBg+/btmD9/vl5BTanAwEBxNKuFhQWKFi2qc58KFSpoDP5fuXJFXDY2NsaQIUP0aocy+A8Ad+7cEe+j2rVrw93dHYGBgRAEAZMnT8aMGTNQuXJl1K5dG7Vq1UL58uVT7Xepy9u3b3H//n3cunULFy9exPHjx8Vt0kClOr///rvO+s3MzFCqVCkxtfu1a9fSPfj/4sULNGnSBN++fQOQmO1g4cKFyapLEAS8fPkS9+/fx40bN/Dff//h5MmT4nZd1zC5bty4IS7rGyyVjrx+//49Xrx4oTLFgZK2Uf+AfAR7fLzh6aCVnj9/Li7b29vrLG9nZydmU0jtDlRJJX32fPr0SdaBKzmUAVh19esjaZYNfa+9dHS+ubm52vqSU1fS+qTLADB58mSVwL9Uu3bt8Pfff4vp6Ddt2pThg//Zs2dH/fr19S7fvn17jB07Fi9fvgQAHD58WGfw/+jRo2JmD3t7e7Ru3Tr5Df7/dSjvPeU0MNpoK6PsOCDNKECZm3IEt6bfae4Ye9wJ2mtwve5OFVAqB++Tn42u+4VISnq/cNQ//WoY/CciIiIiIsrA9AlIKaVmOvPChQtjxYoVareFhISga9euOHPmDD5+/IjWrVtjwYIF6NevX6ocO0uWLFixYoXY+eDZs2cYPXq0ztTiSV24cEE2R/e6deuwY8cOjeUjIiLE5S9fvmDr1q3o3bu3Qcd8+/atuJwjRw69RrNK5+HWVl98fLzeo4ilpKnfjY2NsW/fPtSqVUsMsMTFxeHs2bM4e/Ysxo0bB0dHR9StWxd//PEHGjRoADOz1Bk9d+fOHezbtw/Xr1/HkydP8PTpU5XRzVK6OqjoO3pUmoni/fv3+jU2jXz9+hWNGjXC69evAST+7nft2qU1lb/UpUuXcOjQIdy8eRNBQUEICQnROn1DckZ360MZGASgNbgqlfT39eHDB43Bf13TQ6RW5xRpmnh90urny5dPfD8ps4RoU6lSJa2/A29vb1mmEKmk1+b9+/cpDv4r7zsAcHFxMXj/pB2w9O0AIS0n7XQgrS85dWmrz8jICG3atNFZX8uWLcXgvzIzxc/E2NgYXl5e2Lp1KwDg1q1bOvfZt2+fuNymTRuVThWGkr63kjPdBP3anMzzIZ9VSYRG3dF7HwWMUDar/p1kiIiIfjYM/hMREREREWVg+gYFfyRXV1ccP34cdevWxalTpxAbG4v+/fsDQKp1AGjUqBHatm2Lbdu2AQCWL1+O1q1bo1q1anrXsWHDBtm6dK5kfaxatcrg4L90nm5903RrG4ErnWM8uZIGW4oUKYJ79+5hzpw52LhxI0JDQ2Xbw8LCsGXLFmzZsgXOzs5YsGABWrZsmezjP3/+HL169cLRo0c1ljEzM0PlypVhamqKEydO6FWvlZWVXuWko4uVo+3TgyAI6NChg3gfWltbw8/PD05OTjr3vXv3Lnr06CHLBJGUtbU1qlWrhvDwcDHTQVr5/Pmz7Lj6MDY2hrm5uZgZQ1vHj9RIAa8P6Zzz+mQWKVWqlJj1wNDniaHKlCkjWw8ICECRIkWSXd/Xr19x//59cb1kyZIG12FsbIwsWbKIz6UPHz7Azc1N537STjc5cuQQl6WdGaSdlPStC0gcCa8kDTLnzJkTDg4OOuuTjoJXjo7/2Ug7kkg77qjz/ft3HDx4UFxXTouQEtL3lrbOSkSaVHBsblDw392uMuzNcuguSERE9JP6MXn8iIiIiIiI6KdiamqK3bt3y0atDxgwAEeOHEm1YyxevBjZsmUDkBg47dGjh97B26ioKOzatStFx79+/TquXr1q0D7SEZLS+ae1kQYgk5IGuCtWrAhBEAz+UTdfs52dHaZOnYpnz57h+vXrmDFjBmrWrKnSYeHly5do3bq11owJ2rx69QqVKlWSBf6dnJxQv359jBgxAqtXr8bly5fx6dMnnD59GjVr1tS7bn2DSNKRwlmzZtW/8alszJgx4ohahUKBjRs36pW29vbt26hSpYos8O/s7IwmTZpgzJgx8PX1xfXr1xEeHo7Dhw+jbNmyaXUKImkwT1sQXyouLk52r+vbeSMtSe93be9DpVq1aonLoaGhCAwMTJN2AYlTvhQsWFBcP3XqVIrqO3v2LL5//y6uG/Jek5JOZSKdNkGTmJgYWcBe+pnh7u4uZnGIiYnBu3fvdNYnTQmfO3duWWYS6XQR+qb3lXZe0fdezmyk03/oyuTy33//iR0xsmfPnirTIEif1fp2iiOScrOtiGrZOupVNqdFIdTPNSRtG0RElMo+fvyImTNnolq1asiZMyfMzMyQLVs2VKxYEX/++adBHRRv376Nnj17omDBgrC0tBTrmTt3rtgp3NvbGwqFAgqFIq1OidIZg/9ERERERESULPb29ti8ebMYvBEEAV26dJGlqk8JJycnLFmyRFx//Pgxxo8fr9e+e/bsEUcnW1paIjIyUq9AeWRkpCwYZGiafWlq87dv36rMT62OtoCXdGRsal3XpMqWLYsxY8bgxIkTCA8Px7Fjx9CtWzcxeCYIAkaOHJmsudUHDhyIV69eAUjscLBr1y68ffsWhw4dwpw5c9CjRw9UrFhRnLJCOvWCLtIU5tpIA5TSUcc/kq+vL2bPni2ujx8/Hs2bN9dr327duon3srOzM/7991+8ePEC+/btw4wZM9CpUyeULVtW/H0Zcg2TS9kpB4BK5ghNnj17JlvPmTNnqrYpOaRZN/RJO9+gQQNZp4VVq1alSbuUpGnrd+zYoXPUtjZ///23uJw7d278/vvvyapHOlL+3r17OssHBgaKwWdLS0tZhwZLS0vkz5/foPq0ZS+QdqZ5/fq1LOitiXIuegB6ZQpIbzt37sSSJUswfvx42bXQRvkMBnS/7w4dOiQu169fP1Wm2JB2qtCW6YZImyrZ2qJerkGwMVH/PjWCCUpk8UF719kwN07/zmVERPravXs3ChYsiLFjx+L8+fPi/yE/fPgAf39/TJ8+HW5ubnpNgffXX3+hfPnyWLNmDYKDgxEdHS3WM3LkSJQvXz5NO69SxsHgPxERERERESVblSpVMHToUHH93bt36NOnT6rV37p1azRp0kRcX7hwIfz9/XXuJ03536hRI71SegOJI5r/+OMPcX379u0GzVFcokQJMQgbExMjpgjX5tq1axq3SUdxh4SE6NUBICEhAWvWrMGxY8cQGBiI2NhY2faXL1/i1KlTakfOm5ubo3bt2li7di02b94svv78+XMEBwfrPLbUx48f4efnJ67Pnz8fLVq00BpMevr0qbisa77627dv62zD169fcefO/6UKrlChgs59UtuFCxfQq1cvcb1p06aYNGmSXvveunVLdn/4+vrCx8dH6z6GXMPkkt6XyvnSdbl06ZK4nCVLFuTKlSvV22UoaTp0fUZU2dvbo2vXruL68uXLERISkhZNAwD06dNHzCby7ds3TJ06NVn1/Pfffzh8+LC4PmDAgGRPrSDtNHDhwgWd5c+dOycue3p6qrz/U1Jf0mlgPDw8xPOKjY3V696UTt9QrFgxneXT29ChQzFo0CBMmzZN9nzVRBAE2XXV1enDkLL6kr638uXLlyp10q+pTNa66O/mi6Z5xqConRfyW5eDm20lVMvWCQMK+6KR83CYGTG7BBFlHjt37kTLli3FzrsVK1bEvHnzsGPHDixdulTM1PTt2zcMGDAAc+fO1VjX0qVLMXr0aLHDdo0aNbBkyRLs2LEDCxcuhKenJx4/fozGjRsb9P/bzOr69euoVKmS+KP8G3Lq1Knia82aNUvnVqYdBv+JiIiIiIgoRaZOnSpLt7xv3z7s2bMn1epfvnw57O3tASTORzxmzBit5Z8/f47Tp0+L623btjXoeJ07dxaXv3z5gi1btui9r42NjSwg5evrq7V8fHy81ukJSpQoIZvTeu3atTrbsHfvXvTs2RN169ZFkSJF8PjxY3Fbvnz5kCdPHvj4+OD48eNa6/njjz9kAULpPO8AdI4IffLkiSzNuK5AUmRkpKxN0n3VuXnzJoKCgrSW2bp1q9j5IUeOHMma5zwlgoOD0axZM7ENJUqUwKZNm/ROsZl0ZI6uaxgaGirrHKPpGqY0xWeNGjXE5V27dun1BeKaNWvE5erVq2eINKPu7u7i8uvXr1U6yqgzfvx48Xn07ds3tGrVSu8pPqRev36tkg0hqTx58sg6Vy1evFivgK9UWFgYOnToIHYEyZs3LwYNGmRwe5WaNm0KExMTAImBeGkafnWkz8/GjRurbG/RooW4vG3bNq0dVsLDw2VTyyStz8nJSTY1g/SeU0cQBGzdulVcr1OnjtbyGYE0Df/27dt1lj948KB4n5mZmaFBgwYay8bHx8s6G3l4eKSgpYkiIiJknx3S9xxRchgpjFHUriqa5hmNNi7T0CLvBFTJ1gbWJuk3rQ8RUXK8evUKPXv2FP/2mT59Oi5fvoxhw4ahVatW6N+/P06cOIE1a9aIfzePGTMGt27dUqkrJCQEo0aNApD4d/7KlStx8uRJDBgwAK1atcLgwYNx/vx5/PXXX3j06BGuX7/+4040nXz+/BlXrlwRf5TZnoKDg8XX9Omon1kx+E9EREREREQpYmlpiRUrVsheGzhwID59+pQq9efKlQvz588X15MGoZPy9fUV0z3b29ujfv36Bh2vevXqstGJhqb2lgbWVq1ahcuXL2ssO23aNFlK5qQUCgX69esnrs+YMUNrauxPnz6JX/wAiaNHpGm6K1WqJC4vXrxYa1rsW7duicFjIyMjuLm5ybZL59RWFzRVjlhWko7ATyohIQF9+vTBx48ftdaZdJ/+/ftrPIfXr19j3Lhx4nq/fv2SPdo5OT5//oxGjRqJqdqzZcuG/fv3652FAjDsGsbExKBz586y66HpGur63enSvn17MQD+6dMn9O/fX2v5NWvWyEZs9+zZ0+BjpoX8+fOL55GQkIC7d+/q3CdHjhyy511AQABq1Kih9/QHQGIHqfLly+uVNWDChAmyTAutWrWSBay1efbsGTw9PcXjGBsbY/Xq1bKpTQzl6OgoBpDj4+MxYMAAjQH79evXi88/GxsbdOjQQaVM3bp1xQ5ODx48wIIFCzQee+jQoWJHC09PT5QoUUKlTO/evcXlTZs24d9//9VY3+LFi8Xnqbm5uazjV0bVqVMncfn27dtaO4S9e/dO9t7s1KmTrDNZUoGBgYiJiQGQeD1So7OUNECRJ08e2ZQhREREv7IlS5aI/69t2bIlxo4dq7Zc9+7dMXDgQACJf3tJpxKT1vXt2zcAiVOGSbOOSY0cOVKW5e5n5u3trXPKv7TM4JXeGPwnIiIiIiKiFPPx8ZEFJV69eoXRo0enWv1du3aVjejURjravnnz5jAzMzPoWAqFAh07dhTXb9y4gYCAAL33b9y4sTgiNT4+HvXq1cP+/ftlZeLi4jBp0iRMnjxZZ32DBw+Gi4sLgMQ09l5eXti7d69KuZs3b8LHx0dMz29kZIS//vpLVmbAgAHi8smTJ9GtWze8f/9epa4HDx7IMia0aNECWbJkkZVRBk2BxCCUMsWkUrFixWRlhg8frja4evfuXdSpU0cloKnPHOzHjh1D27ZtVea5v3HjBry9vcVzy58/P4YMGaKzvtTy/ft3tGrVSpyT29LSEvv375fNb66PSpUqyTIs9OrVS+1o8UuXLuH333/HmTNnZK9ruobS34u2aSc0sbGxkd27mzZtQrt27VTupbi4OMyaNUsWkG3Xrp3BHXLSipGREapWrSqu63stWrdujXnz5omjsK5cuYJixYrhf//7H548eaJ2n69fv2L79u3w9PREs2bN8Pr1a3Fbjhw54O3trXY/S0tL+Pn5idlVYmNj0b59ezRr1kzjaKX3799jxowZKFGiBB4+fAgg8bm2ePFiraPbz5w5A4VCIf4kvZ+U/vrrL/G56ufnh86dO6vca+vWrZNNATN27FjZfadkbm4u+xJ75MiRWLhwoawTS3R0NAYMGCA+2xUKBWbNmqW2bU2bNkXDhg0BJI7sb9y4MTZs2CDLgpGQkIAFCxZg2LBh4muTJ0/OEFNR6NKoUSNZdpl+/fphxYoVKp2grly5Ak9PTzx//hxA4j2mLlggJe1Ylj9/flknoeSSvqeqV6+e4vqIiIh+FtLsb5oC/0r/+9//xMxL+/btQ1xcnGy7NOve8OHDtdY1cuRIQ5tKmZBJejeAiIiIiIiIfg7z5s3D4cOHxZHOq1atQocOHeDp6Zkq9a9evRolSpTQGhS+cOGCLPjWrl27ZB2rU6dOmD59uri+atUq/Pbbb3rvv2LFCgQGBiIwMBARERFo0qQJihcvjnLlyiE6Ohrnzp3D27dvASSOYNU217W9vT12796NWrVqITw8HGFhYWjevDny58+PChUqwMTEBI8fP0ZAQIBsBO6MGTNU5sSuVq0aevToIabD9vX1xa5du1C+fHm4urpCoVDg0aNH8Pf3F4NJuXPnVulEAACFCxcWl+/du4fKlSujVKlSsLe3x9y5c2FqaorRo0eL0zS8fPkSpUuXxu+//478+fMjOjoajx49wu3bt2Xnqgzkv3v3Tus1rlSpEgICArBz504cOnQI1atXh5OTEx4/foyLFy+K1yJLlizYuXMn7OzstNaXmqZPn45jx46J65UrV8aRI0ewc+dOxMbG4vv371rTm//+++/o3LkzcuTIgZ49e2LlypUAEjtZFC5cGFWqVEG+fPnw6dMn3Lt3Tza1gz7XsHDhwuK2Xr164dChQzAyMkK/fv1k2SG0GTRoEK5du4aNGzcCSEzZvmfPHlSrVg158uRBREQEzp07h7CwMHGf8uXLq2QJSW9169bFgQMHAACnT5/WOyvBsGHDkDdvXjFjxdevXzF79mzMnj0bBQsWRIkSJeDo6IjIyEg8f/4ct2/fVpkeQKFQoHv37pgzZ47awLhS3rx5cf78ebRt21YMyO/btw/79u2Di4sLSpYsiWzZsiEyMhLPnj3DtWvXZMFgOzs7rFq1Cq1btzbs4mhQuHBhzJw5U/xyedOmTdi/fz98fHxgZWUFf39/PHr0SCxfo0YNWUaSpDp37ox9+/bBz88PCQkJGDp0KBYtWoTKlSsjLi4Op0+fFj9XgMRsCFWqVNFY37p161CzZk3cvn0b3759Q9euXTFp0iRUqFABpqamuHDhgixTQ82aNTFixIiUXJIfauvWrahcuTJCQ0MRGxuLvn37YubMmahSpQpMTU1x9+5dWTpfe3t7HDlyBA4ODlrrlY5+03Y/GuLUqVPict26dVOlTiIioszu/fv34vRlOXLkQJkyZbSWz5UrF8qUKYOrV6/i27dvuH37NsqXLw8g8e995Wd47ty5UbRoUa11VahQAba2tlqn7QoMDMSxY8dw9epVXL16FYGBgUhISMD69evRpUsXrfV///4dS5Ysga+vLx49egQzMzOUK1cOw4YN0zr9EKUygYiIiIiIiDKUzp07CwAEAMLEiRO1lvXy8hLLrl+/PkVlpcf18vJKVtt9fX3FOgAIRYoUEaKjo2VlpNsDAgIMqn/p0qWy/ZP+t7Z79+7i6zlz5hS+f/+erPMQBEH4/fffxbqsra2Fz58/G7R/WFiY7Jqr++nbt6+wf/9+cb1z584a6wsMDBQ8PDy01gdAsLW1FVavXq2xnvj4eKFfv36CQqHQWVelSpWEhw8fqq0nLi5OqFChgso+VlZW4nVPSEgQevfurfM4AITmzZsLT58+lbXr8ePHsmOuX79e3DZ69Ghhw4YNgoWFhcY6CxcuLNy8eVPjtdD1XnNxcRG3nz59Wu/t0nqT8yO9D6Kjo4XGjRvr3EehUAi9e/cWAgICxNfMzMyEr1+/qrR73759an//M2fO1PvaKH+/06dPFywtLXW2bcCAASrPAilp+adPn2osJwiC8PTpU43PAEO9f/9eMDExEQAITk5OBj8z3r9/LwwePFiwtbXV+/drbW0t9OvXTwgMDDToWN+/fxdWrFghODs763UcU1NToXPnzsKLFy/0qv/06dOy/dXd81ILFizQ+v4DIDRr1kztPZhUTEyM0KlTJ611GRsbC1OmTNHrXD5+/Ci0aNFC5zXq2bOnEBsbq1edSUmvl4uLS7LqSO69/OLFC52fLwCEcuXKCbdu3dKrziFDhoj71a1bN1nnIxUTEyPY2NiI9/yXL19SXKezs7Pg7Oyc4noo47h165be9ygR7xcyhPR+SY/PD+lnfNL/4928eVPcVrVqVb3qa9++vbjP/v37xddv3LhhcF1lypTR+rfH4MGD1f5doev7hri4OKFevXoCAMHe3l5o3ry5ULt2bfFv7VmzZunVPko5pv0nIiIiIiKiVNOpUyf4+PiI6w8fPpSNoE+pfv36ydJ0S0VFRcnSJ7Zu3VqWMt1Q0vmfv379ii1bthi0v4ODA06fPo1//vkHjRo1Qvbs2WFqaopcuXKhUaNGOHz4MP7++28xdbguhQsXRkBAAA4cOICuXbuicOHCsLOzg6mpKZycnODl5YUZM2bg8ePH6NGjh8Z6jI2NsWzZMty4cQNDhw7Fb7/9BgcHB5iYmCBLlixwd3dH586d4efnh4sXL8Ld3V1tPSYmJjhx4gSGDRuGAgUKwMLCApaWlsidOzfevHkDIHFk84oVK3Dy5Em0bdsWrq6uMDc3h5mZGZycnFCxYkX069cPFy9exO7du+Hq6irLVqAcVa5J586dce3aNfTo0UOsO1u2bKhevTqWL1+OO3fuoHTp0npd34zK3Nwcfn5+2LNnD5o2bQpnZ2eYmZnB3NwcOXLkQNWqVTF8+HDcvn0bK1asQPny5cXpBWJjY7F9+3aVOps0aYLDhw+jRo0a4u/eyclJZWS6LgqFAmPHjkVQUBCmTJkCT09P5MiRA6amprCxsUHZsmUxbNgw3L17F0uWLIG5uXmqXJPU5OTkJI5C+vDhg8ZU99r2X7hwIV6+fInt27eje/fu8PDwgJOTE8zMzGBlZQUXFxdUrFgRgwYNgp+fH16/fo1ly5bJsmfow8jICL1790ZwcDD8/PzQo0cPlClTBlmzZoWJiQmsra1RoEABNG3aFEuWLMGzZ8+wYcMGODs7G3QcfQ0ZMgR3797FyJEjUbJkSWTJkgVmZmbIkycPWrZsiSNHjmDPnj2wsrLSWZeZmRl8fX1x7tw5dOnSBQUKFICVlRUsLS3h7u6Ovn374tatWxg/frxebcuaNSt27dqF8+fPo3fv3nB3d4etrS3MzMyQP39+dO7cGRcuXMCqVatSJb39j+bs7IwzZ87g6NGj6NixIwoWLAhra2tYWlqiQIECaNGiBXbs2AF/f3+UKlVKrzqlWXVSY+T/kSNHxDpbtGgBa2vrFNdJRET0M5COutf389HGxkZc/vz5s7gs/fzWty5d5UqUKIGRI0di27ZtePTokTilnS7z5s3DkSNHULJkSTx+/Bi7d+/GsWPHcPnyZdjY2GDMmDHJmnKMDKcQBC155oiIiIiIiIiIiH5iZ8+ehbe3NwCgW7duWLt2bfo2iOgn0KpVK7FD3s2bN1OlI1aePHkAAC9evEhxXZQxKKf+0beTCv3aeL+QIaT3S3p8foSEhIgdcjt37owNGzaI227duiWm+q9atSrOnTuns74OHTqIndH379+PRo0aAUj8jC1btqxBdZUtWxY3b94EAK1TkSk1bdoUfn5+WtP+f//+HTlz5sSHDx9w4cIFlSmapk2bhvHjx6NFixayDvuUNjjyn4iIiIiIiIiIflleXl6oUKECAGDHjh2IiIhI3wYRZXJv3ryBn58fAKBWrVqZPgMLERFRasqdO7e4/OjRI732CQwMVLu/dDkoKEhnPYIgIDg4WK9jGuLixYv48OED8uXLpxL4B4B27doBAA4fPozY2FitdSkUikz5k5Ew+E9ERERERERERL805fQkX79+xZo1a9K5NUSZ2/Lly8Uv9lNz6h8iIqKfQbZs2VCwYEEAwNu3b8VR+JpIy1hZWcmyX2TPnh2urq4AgFevXuHBgwda6/L395dNG5Babty4AQDw8PBQu71AgQJwcHBAVFSUzg4PgiBkyp+MhMF/IiIiIiIiIiL6pdWsWRN16tQBAMyfPx/R0dHp3CKizOnz589YunQpAKBly5b47bff0rlFREREGU+rVq3E5RkzZmgtO3v2bMTHxwMAmjRpAlNTU9n25s2bi8vz5s3TWtecOXMMbapeQkJCAAD58uXTWEY5/YKyLKUdBv+JiIiIiIiIiOiXt2zZMlhYWOD169dYvnx5ejeHKFNasGABPn78CDs7OyxYsCC9m0NERJQhDRw4EHZ2dgCAXbt2YdasWWrLbdiwAYsWLQIAmJiYYPTo0SplBgwYAEtLSwDAunXrsGrVKrV1zZ07F7t3706N5qv48uULAMDa2lpjGRsbGwBAZGSk3vUuWbJEZ7r9Nm3aaC1vYmICR0dHlC9fHgMGDEBAQIDBxzQyMoKTkxMaNGiAs2fP6t3+9GKS3g0gIiIiIiIiIiJKbwULFsS0adMwYsQITJs2DZ06dYKjo2N6N4so03j16hXmzp0LIHFkobOzczq3iIiIKGPKlSsXVq9ejTZt2kAQBIwZMwZ+fn5o3bo1nJ2d8f79e/j5+eH48ePiPrNmzULp0qVV6sqfPz9mz56NQYMGQRAE9O7dGzt37kTTpk2RI0cOvHr1Cv/88w8uXLiAwoULw8bGBtevX89w89Sro5xOoGLFiihSpIjaMn/88YdKeQ8PDxQvXhwAEB8fjw8fPuDmzZtYtmwZli1bhk6dOmH16tUwMzPTeExpHZ8/f8alS5dw+PBhHD16FHv37kXjxo1T70RTGYP/REREREREREREAIYNG4ZTp07h8OHDGDduHFasWJHeTSLKNEaNGoUvX76gZcuW6NWrV3o3h4iIKENr1aoVjIyM0KNHD3z69AmXL1/G5cuXVcpZWFhgzpw5GDBggMa6Bg4ciKioKIwbNw7fv3/HyZMncfLkSVkZNzc3+Pn5oUePHgAAW1vbVDsX5aj+r1+/aiyjzA5gyHGvX78OABg3bhwaNWqkd/kxY8bIpkMAgISEBPj5+aFPnz7YuHEjAMDX11djHaNGjULLli3F1yMjI1GzZk34+/vjzz//zNDBf6b9JyIiIiIiIiIiAqBQKHDo0CEIgsDAP5GBNm/eDEEQsHPnzvRuChERUabQokULBAcHY/r06fD09ES2bNlgamoKBwcHeHh4YOzYsXj8+LHWwL/S6NGjcf36dXTv3h2urq4wNzeHo6MjKlSogL/++gvXrl1DkSJF8OHDBwBI1QxXrq6uAIDQ0FCNZV68eCErq0tsbCzu378PAOIIfH3LlylTRmW7kZERmjVrhr179wIANm7cKI7yV1dHiRIlZNtsbW0xfPhwAMDdu3cRHx+v13mkB478JyIiIiIiIiIiIiIiIiJKBa6urhAEQa+yDg4OGDt2LMaOHZvi45YqVQpr1qzRuP3jx494/PgxAKidQiC5ypYtCwC4evWq2u3BwcH4+PEjrKysULhwYb3qvHPnDuLi4mBlZYX8+fPrXd7Ozk5r+cqVK6NSpUq4fPky/Pz8xLZL6zA3N4ebm5vKvsopjWxtbWFiknFD7Bz5T0RERERERERERERERET0E1uyZAkSEhIAAD4+PqlWb+XKleHk5ITQ0FD8999/Ktu3bt0KAKhfvz7MzMz0qlM5Kr9o0aJQKBR6ly9durTO8qVKlQIAPHnyRG0d7u7uaoP7yo4TFStW1Nme9MTgPxERERERERERERERERFRJhQeHq6Swj6pTZs2Ydq0aQAAOzs7dOzYMdWOb2xsjBEjRgAA+vXrh7CwMHHb9evXMXv2bCgUCowePVrvOq9fvw5Av5T/0vLqUv4nZW5uDgCIjo5WW0fSlP/KsvPnz4exsbF4HTOqjJuTgIiIiIiIiIiIiIiIiIiINHr79i3KlSuHEiVKoGbNmihWrBiyZs2K6OhoBAUF4cCBA7h27ZpYfunSpciSJYvauq5fv45+/fqJ648ePQIATJ06FStWrAAA5MqVC3v37pXtN3z4cJw5cwZHjx6Fm5sbatSoga9fv+LkyZOIi4vDzJkz4eHhofc5KTszbNy4ERs3blTZXqdOHRw9elSlvD7B//DwcABA9uzZ1R5TGvyPiYlBQEAA/ve//+Hdu3c4ePAgKlSooPd5pAcG/4mIiIiIiIiIiIiIiIiIMplPnz5h9erVAIC7d+/i7t27GstaWFhgyZIlWkf9f/78GVeuXFF5PTg4GMHBwQAAFxcXle0mJiY4ePAglixZgg0bNuDw4cMwMzODp6cnhg0bhoYNG+p9Tt+/f8ft27cBAE2bNlXbUaFevXpqy+sT/Fem+3dzc1Nbx9ixYzF27FjZPgUKFEBAQADy5s2r93mkFwb/iYiIiIiIiIiIiIiIiIgyEX9/fzRv3hwvX77UWMbc3BweHh6oXbs2evfujRw5cmit09vbG4IgJKs9xsbGGDJkCIYMGZKs/ZUCAwMRFRUFY2NjbNmyBVZWVnqVNzU11TlNwNevX8X0/rVr11apAwA6deoEhUKB+Ph4PH78GP7+/ggODkb79u1x7ty5FJ3bj8DgPxERERERERERERERERFRJhEUFIRatWrh8+fPAIDff/8df/zxB3LmzIknT55g1apVePXqFWJiYpAlSxaMHz8eCoUinVutH2VwvmjRojoD/9LyRYoUgbm5udayGzZsQGxsLEqVKiXrKKCso0CBAvD19ZXts3btWvTo0QPnz5/H1atXDZq+ID0YpXcDiIiIiIiIiIiIiIiIiIhIP4MHDxYD/2PGjMF///2H4cOHo3379pg4cSICAwNRtWpVAMDhw4dx8ODB9GyuQW7cuAEAegfZleV1pfx/9+4dpk2bBgAqaf2Vdfz2228q+3Xv3h0lS5YEAGzfvl2vNqUnBv+JiIiIiIiIiIiIiIiIiDKB0NBQHD58GABQunRpTJs2TWVUv42NDRYuXCiub9u27Uc2MUWUo/DLly9vUHltwf+wsDA0bdoUb968QZMmTdCqVSu1dWjqcNC1a1cAwL59+/RqU3pi8J+IiIiIiIiIiIiIiIiIKBN49+4dfHx8kDt3brRo0QJGRurDvSVKlBCXQ0JCflDrUu7mzZsA9B/5ryyvLvgfHR0NX19flCtXDpcuXYKnpyd8fX1VOkso61A38h8AmjdvDiBxuoW7d+/q1a70YpLeDSAiIiIiIiIiIiIiIiIiIt08PDxw4sQJneWePn0qLufKlSstm5RqgoODERERARMTE5QuXVrv8gDw999/Y+PGjQCAL1++4M2bN7h27Rqio6NhbW2NUaNGYdq0aTA1NVVbh5GRkcZsAy4uLihfvjyuXbuGffv2yTpWZDQM/hMRERERERERERERERER/STi4+Mxbtw4cb1169bp2Br93bhxAwBQrFgxWFpa6l0eAHbv3g0AMDU1hb29PRwdHdGsWTNUrVoVrVu3hoODg9Y63N3dYWNjo/FYf/zxhxj8//PPP/U+px9NIQiCkN6NICIiIiIiIiIiIiLSJE+ePACAFy9epHNLKLXcvn0bAFCqVKl0bgllBrxfyBDS++VX+vyIjY3Fy5cvcfbsWSxcuBC3bt0CADRr1gz//POPxukB6OfCkf9ERERERERERERERERERJnU169fVUatm5mZYfTo0fjzzz8Z+P+F8DdNRERERERERERERERERJRJPX/+XOW12NhYHD9+HGfPnk2HFlF64ch/IiIiIiIiIiIiIiIiIqJkqmXcOlXqOfF9R7L2MzY2xpw5c5AvXz6EhYXBz88Px44dw5UrV1CnTh2sXLkSPXv2TJU2UsbG4D8RERERERERERERERERUTIpjBTpenw3NzeMGDFCXO/bty/Wr1+P7t27QxAEDBw4ED4+PihQoEA6tpJ+BKb9JyIiIiIiIiIiIiIiIiJKLoVR6vykoq5du6J3794AgJiYGKxcuTJV66eMicF/IiIiIiIiIiIiIiIiIqJkUhgbp8pPauvTp4+4/N9//6V6/ZTxMO0/EREREREREREREREREVFypXPaf02KFCkiLr979y4dW0I/Ckf+ExEREREREREREREREREl048c+b9161a0bt0aHh4eCA4O1lo2OjpaXLa1tU3ROVLmwOA/EREREREREREREREREVFyKRSp86OHhw8fYufOnbh27RoOHz6stezly5fF5aJFi6boFClzYPCfiIiIiIiIiIiIiIiIiCi5jIxS50cP9evXF5f//vtvfP/+XW05QRAwe/Zscb1Zs2YpO0fKFBj8JyIiIiIiIiIiIiIiIiJKLmOj1PnRQ6VKleDp6QkAePDgAYYOHQpBEGRlEhISMGTIEJw+fRoAULZsWTRv3jx1z5kyJJP0bgARERERERERERERERERUWalUPzY8darV69G5cqVER4ejiVLluDKlSvo0KEDcubMiZCQEGzcuBF3794FADg4OGDnzp1Q6DmtAGVuDP4TERERERERERERERERESWXnqP2U0uRIkXw77//onnz5nj27Bn8/f3h7++vUq5o0aLYu3cvChUq9EPbR+mHaf+JiIiIiIiIiIiIiIiIiJJLoUidHwOUK1cO9+7dw4IFC1C1alXY29vD1NQUOXLkQN26dbFu3Trcvn0b7u7uaXTSlBFx5D8RERERERERERERERERUXIZpc94a2trawwZMgRDhgxJl+NTxsPgPxERERERERERERERERFRcqVT8J8oKQb/iYiIiIiIiIiIiIiIiIiSy8CU/URphcF/IiIiIiIiIiIiIiIiIqLkMubIf8oYGPwnIiIiIiIiIiIiIiIiIkouBYP/lDEw+E9ERERERERERERERERElFxGTPtPGQOD/0REREREREREREREREREyWXEkf+UMTD4T0RERERERERERERERESUXAqO/KeMgcF/IiIiIiIiIiIiIiIiIqLkMubIf8oYGPwnIiIiIiIiIiIiIiIiIkomgSP/KYNg8J+IiIiIiIiIiIiIiIiIKLk48J8yCAb/iYiIiIiIiIiIiIiIiIiSy4jRf8oYGPwnIiIiIiIiIiIiIiIiIkoupv2nDILdUIiIiDIRhUIh/oSEhPyw40ZGRiIoKEjttg0bNoht8vb2/mFt+lkcP34cTZo0Qb58+WBubg4bGxsULFgQGzZsSO+m/VAhISGy+1ud9Lr/M6Jf7VrcuHEjvZtAvwhvb2/xvfWrPYczutjYWNy/fz+9m0EZQFp9JgwcOBAKhQJ16tTRe58PHz5g/fr1aN++PUqXLg1HR0eYmZnBzs4OBQsWRLVq1TBhwgScP38egiCkqH1xcXE4fvw4hg4digoVKiBfvnywtLSEtbU1XFxc0KBBA8yaNQvBwcEpOk5yDR8+PFn/HxAEATt37kSLFi2QL18+WFhYwM7ODh4eHhg7diyePXtmcFsOHjyIFi1aIG/evDA3N4eTkxPKly+PyZMn48WLFwbV9fjxY4wePRoVK1aEk5MTTE1N4eDggLJly2LIkCG4d++e3nUJgoD9+/ejVatWcHFxgYWFBRwcHFCqVCkMGTIE165dM/RUcf78eXTs2BEFChSAhYUFsmbNipIlS2LkyJEIDAzUu56aNWvK/r7U9WNjY6NSx/v372Fvbw8jIyMcP37c4HMhIiLK7ARjRar8EKUUg/9ERESk1bZt2+Du7o7z58+nd1N+OvPnz0edOnWwf/9+PH/+HLGxsfj69SuCg4PVfqFG9Kv59OkTBg4ciN9++y29m0JE6ej48eMoWbIkdu7cmd5NoXT06NEj1K5dG0OHDk31uo8cOYKlS5fCxMQECxcu1Fn+1atX6NGjB/LkyYNu3bph69atuH37Nj5+/Ii4uDhERkYiODgY58+fx9SpU1GtWjWUK1cOBw8eNLhtgiBg+/btKFq0KOrUqYOFCxciICAAz58/R3R0NKKiohAaGorDhw9jzJgxKFSoEFq0aIFHjx4l40okz/nz57Fo0SKD9wsKCoKHhwdat26N3bt34/nz54iJiUFkZCSuXbuGmTNnwt3dHVOnTkVCQoLO+iIjI9GwYUM0atQIu3fvxosXLxAbG4uwsDBcv34dkyZNQrFixbBp0yaddcXFxWHEiBEoUqQI/vrrL/j7+yMsLAzx8fEIDw/HzZs3sWjRIpQsWRIDBw5EXFyc1vpevnwJb29vNGnSBLt27UJoaChiYmIQHh6OO3fuYNGiRfDw8ED37t3x+fNnvdrXo0cPVKtWDZs3b8bTp08RExODiIgI3L17F3PnzkWpUqUwZ84cnXUBwM2bN/Uqp022bNkwYcIECIKALl26ICwsLMV1EhERZSoKRer8EKUQ0/4TERGRRt27d8e6devSuxk/pWfPnmHMmDHiuq2tLXx8fGBvb4+3b9/Cw8MjHVtHlP4+fPiAEiVK4O3bt+ndFCJKR1OnTsWECRPSuxmUzk6ePIn69esjNjYWXl5eqVp3ZGQkevToAQDo2bMnihYtqrX8jh070KtXL5UArZubGwoVKoRs2bIhLi4Ob968gb+/P75+/QogMbjaqFEjjB49GjNnztSY6Ujq69evaNeuHfbv3y973dHREb/99hty5MiB79+/4+nTp7h27Rqio6MhCAJ2796Nw4cPY/78+ejTp48hl8NgDx8+RPPmzfH9+3eD9nvw4AGqVq0qCxDnzp0bnp6eMDc3x40bN3D37l3ExMRgwoQJePDgATZv3gwjDXPpxsXFoX79+rhw4YL4Wrly5VCiRAlERETg1KlT+PLlCyIjI9GpUyeYmZmhdevWausSBAEdOnSQdTiyt7eHp6cnsmfPjvfv3+PChQsIDw+HIAhYunQpXrx4gT179qj9vb5//x7e3t548uSJ+FrJkiVRtmxZJCQkICAgQBylv27dOgQFBeHEiRMwNTXVeP2Stq9IkSLw8PBAdHQ0Tp06hY8fPyI2NhajRo1CQkICRo8erbGu58+fi78HJycn/PHHHxrLKllYWKh9fcCAAfj7778RFBSEgQMHYuvWrTrrIiIi+mkwcE8ZBIP/REREpJGmVP+UcqdPn0ZsbCwAIEuWLLh//z5y586dzq0iyji+fPnCwD8R8W8RAgAxQ1JaGD9+PF69egVra2tMnDhRa9mVK1eib9++Ygp/S0tLDBo0CD179kTBggVVysfExODQoUOYMGGCmB5+9uzZMDc3x+TJk7UeKyIiAjVq1JBNc+Dp6YnJkyfD29tbJQj++fNnbNy4EVOnTsW7d+/w7ds39O3bF2/evMGkSZP0uRQGCwgIQKNGjfDhwweD9ouOjkbTpk3FgLOpqSnmzp2L/v37w9jYWCx36NAhdOzYEeHh4di2bRuKFy+OcePGqa1zypQpYuDfzs4OO3fulE3hEBERge7du2PPnj0AgK5du8LT0xPOzs4qda1evVoWWB89ejQmTJgAKysr8bWoqChMnToVs2bNAgDs27cPixYtwpAhQ1TqGzBggBj4d3BwwObNm1GvXj1Zme3bt6Nr166Ijo7G2bNnMW3aNI33yNq1a8X2mZqaYs2aNejUqZO4PTo6GiNGjMCyZcsAAGPHjoWPj4/GzsXSUf9eXl5YsWKF2nL6MDMzw4wZM9C6dWts27YN3bt3h4+PT7LrIyIiykyYsp8yCqb9JyIiohTp0qULBEGAIAg4c+ZMejcn05AGNb28vBj414PyPhMEAa6urundnHTFa0FERJRyDx48wNKlSwEkBmhz5MihseyZM2cwYMAAMfBfuHBh3LlzB7NmzVIb+AcAc3NzNG/eHDdu3ECrVq3E12fOnIm7d+9qPJYgCOjUqZMY+Dc2Nsa8efNw/vx51KhRQ+3odzs7OwwYMAB3796Ft7e3+PrkyZP1SnNvqFWrVqFq1arJ6qi3atUq2bQEmzdvxqBBg2SBfwBo0KABjh07BjMzMwCJmUCeP3+uUt/bt28xd+5ccX3jxo2ywD+QOHJ/x44dqFmzJgDg27dvmDp1qkpdCQkJsqD7iBEjMGvWLFngHwCsrKwwc+ZMjBgxQnxt2rRpKp1UHjx4gF27donrO3fuVAn8A0CbNm2wePFicX3ZsmWIjo5WKRcTE4M///xTXJ8zZ44s8A8kjspfunQpunTpIp6TdJ+kpMH/0qVLayynr5YtW6JEiRIAgIEDB+o1ZQORUlT8F9z7FICrH8/gdsQlvI95ld5NIiLSH9P+UwbB4D8RERFROpB+mZc1a9Z0bAkRERHRr2nSpEn4/v07jI2NMXDgQI3lYmNj0bNnT8THxwMA8uTJgwsXLmgM+idlamqKzZs3i1MKxMXFiSPG1VmyZAkOHDggrq9cuRLDhg3T61jZsmXD4cOHUbFiRfG1/v37482bN3rtr0tgYCAaN26M3r17IyYmBgBUAuO6rF+/Xlxu2bKlrGNEUr/99ht69uwJIDHwreysIbVu3Trxb+tKlSqhSZMmausyMTHB0qVLxdT8GzduFKdlUDp//jxevUoMNtra2uqcdmTSpEmwtrYGAISFheH8+fOy7du2bRM7jFStWlXrKPhOnTqJ6fTDwsLw4MEDlTJ79uwRf5f58uVDv379NNa3YMECsW3Hjh1DcHCw2nLS4H+ZMmU01qcvhUKBoUOHAkjs/LBt27YU10k/v5dRT7EzdBmm3+8N35C/sPP5Mmx+Nh9zHg7GqqDJuBNxRXwvERFlVIKRIlV+iFKKwX8iIiKidMAvLoiIiIjSj3REdr169dSmf1davXq1bL72DRs2IFu2bAYdz9TUFDNnzhTX9+7diy9fvqiUi4mJkZVr3749unfvbtCxLC0tsXXrVpibmwMAIiMjUyX1/9KlS1GiRAlZx4QWLVpgzpw5etcRHh6OW7duieu9e/fWuU+bNm3E5X/++Udl+759+9SWVcfd3R3ly5cHkDj6/9ChQ7Ltly5dEperVq0KW1tbrfVZW1ujXLly4nrSgH3x4sXRqVMneHh44I8//tBal7m5Oezt7cX1169fq5SRnmvz5s1hamqqsT57e3tZlgF11w5I/eA/ALRu3Vq8dlOnTuX/fUirx8J1LHn8P1wNP4M4QXWKlydf7mLTs7nYHroE34X4dGghEZGeOPKfMggG/4mIKMPx9vaGQqGAQqFAREQE3r9/j27dusHJyQk2NjYoUqQI+vbtK84RKRUWFobZs2fDy8sLuXLlgrm5ObJly4aKFSti/PjxatNEahIdHY1ly5ahRo0acHJygpmZGfLkyYPmzZvj4MGDAIA3b96IbZWm11Tq0qWLuF2fL9xcXV3F8ilJoZ+QkAA/Pz/07dsXpUuXRo4cOWBmZgY7Ozu4uLigUaNGWLJkidovHAGIbTh79qz4WteuXdWey4YNG7ReA6mYmBisX78ezZo1Q758+WBpaQk7Ozu4u7ujW7duOHr0qM5zS3p/AIC/vz969+4Nd3d32NjYwM7ODiVLlsSIESM0jnBJifv372PYsGEoX748HBwcYGZmhly5csHLywszZ87E+/fv1e535swZse3SdKK+vr7i6yn53b979w5//fUXatSogezZs8PMzAwODg4oUqQIunbtir179+r9xVtkZCQWL16MevXqIXfu3DA3N0fWrFlRokQJ9O/fHxcvXjSobWfOnEH79u3h4uIivi+9vLywfv16vVOBSq9RSEiISv3KbfqkwZ80aZJYXpkSVdN25fv90aNHGDp0KIoWLQpra2s4OTnBw8MD8+bNQ2RkpGz/e/fuoX///ihcuDCsrKyQJUsWVKhQAbNnz1YZYZYc2q5FUpcvX0bfvn1RsmRJ2Nvbw8LCAnny5EGdOnWwePFijc8BJel7fOHChQD+71lbqVIlZM+eHRYWFsiXLx9atWolCwgkh/J4+fPnl72u6ZyVz03ll+VBQUFo0aIF7O3tkSVLFpQqVQrDhw9XScOb0uckIL/vlHP8RkVFYenSpbLPIWdnZzRs2BBbtmzR635P6XtZ+tmjTCt9/fp19OjRA25ubrCyskKOHDlQpUoVrFq1SuXaXL58GZ07d0aBAgVgYWEBBwcHVKtWDcuXL0dcXJzO9gNAaGgoJk6ciIoVKyJ79uwwNzdHzpw5Ua1aNcycOVPtZ7iU9L5TjvJ8+fIlxo8fj1KlSiFLliywt7dHqVKlMHHiRJXn7rNnzzB69GgUL14cNjY2sLW1RalSpTBu3DiD56Y+fvw4mjVrhty5c4v3evPmzbFr1y6tv4eQkBDxHJo2bQoAOHnyJKpUqQIrKytkz54dnp6e+Pvvv1X2/fr1K1avXo22bdvC3d0djo6OMDU1hYODAwoXLoyOHTti165dWu8n6XNMGSx6/vw5JkyYgLJly8LBwQGWlpYoUKAAunTpgnPnzul9TeLi4rBhwwY0bdoULi4usLS0RJYsWVCsWDH0798fV65c0bsuTZTvbV9fX/G1yZMnq312q3tOLV++HEWKFBGfeY0aNcK///6rcpznz59j1qxZqFevHlxdXWFnZwczMzNkz54dZcqUwcCBA3H58mWtbU2rv01OnDiBbt26oUiRIrCxsYGFhQWcnZ3h7e2NqVOn4sWLFxr3ld5/devWBZB4X/31118oX748smbNCktLS7i5uaFnz564fv26Xm0CgO/fv+Off/5B27ZtUaBAAVhbW8Pa2hoFChRA27ZtsXPnTp3POn3/3m/UqBEUCgW6dv1/7N13WBTH/wfw9x1NqoggKhas2HssoCIQS9SosfceS+zGbqxRo9HE3jVq1Nh7jB1U7CX2rmBvgA2lw/7+4GF+u1yHQzDf9+t5eJ7du7nZ2b3ZvWVn5jPdxGePHTtm0m++LosWLRLncPfu3fWmlY82DwgISPMc5o0aNUKFChXQuXNnLF26VIxAl/vzzz8Vo/THjBmTpm0VLlwYvXr1Eutr164V9VNOXldUKhVWr16tM88LFy6I6AfOzs74448/sGXLFpNG/j958kRx7axevbrBz6SEkAeAkJAQvH79WqxHR0fj4sWLYt2Y76Z27dpiOfV1wcPDQ3xP5cqVM5gXAMV0BanvCdu0aYM1a9bg/PnzGDRokN58Us6FFAUKFNBII48skN59BYAPHz4gNDQUAODi4oL8+fMbzNMY9vb2IqLDnTt3tG6bCABCpKs4i71IguF75EvvgrHlyeLPUCoiorSRLFRm+SNKN4mIiCiL8fX1lQBIAKRHjx5JJUuWFOspfzlz5pTi4uIUn1u6dKmUPXt2jbTyPxsbG2nKlCkGy3D27FnJ09NTb17NmzeXQkJCxLqvr69GPl26dBHvT5gwweB2CxYsKNIHBQVpvC/ffmhoqNY8zp8/L5UqVUpv2VP+XF1dpcDAQL3b0fYn35dVq1bpPQYpDhw4IHl4eBjMu1atWtKjR4905iOvHxEREdLQoUMllUqlMz9ra2tp0aJFOvMzxYcPH6Ru3brp3R4AydHRUZo3b57G54OCgoz6XrR994Zs3bpVcnR0NJh3+fLlpQcPHujNa926dVKOHDkM5tWsWTPpzZs3Bo9Zq1at9Obj7e0tXbhwQfGaNvrqv/zYFixY0ODxmjBhgkjfpUsXve/v2bNHWrx4sZQtWzad+1C2bFnp+fPnkiRJ0qxZsyQrKyudaUuVKiW9evXKYBn1MeZa8PLlS+nbb781+D26ublJmzZt0rkt+Tk+e/Zs6cCBA5K7u7vePBs0aCB9+vQpTfsm356uP/k+p1w3s2fPLj1+/FjKnTu3Rvpy5coptmGO66QkKevdoEGDpIsXL0pFixbVm1/lypWl169f69x/c5zL8t+ea9euSePGjZPUarXOvPz8/KQPHz5IiYmJ0o8//qj3GlerVi0pKipKZ/mTkpKkyZMn6z1fAEhOTk7SihUrjKoH8+fPl3bs2CE5OzvrzC9//vzSzZs3JUmSpPXr10sODg4603p4eEi3b9/Wul35b8zKlSulnj176t2PqlWr6jwHQ0NDRbqmTZtK//zzj2RhYaGRx8CBAxWfW716teTq6mpU/axQoYLO30z5dWzHjh3S2rVrDdatrl27SgkJCTq/F0mSpBMnThis5wCkNm3aSJGRkXrz0kd+T6TtT37tTn2dGjNmjNbPbN++XXwmISFBGjp0qGRtbW3UsW7fvr0UHR2ttazmvjd5//691KBBA4NlsrGxkaZOnao1D3n9q1+/vvTgwQO91z2VSiWNGjXK4Pdy4cIFrffmqf/KlCkjXb16VWc+xt7vt2/fXu92jPnN1yYqKkr832BtbS19/PhRZ9rLly8rtvnHH3+kaZvGatSokdiWj49PuvJKXfb169drpJHXFQDSqlWrdObXpUsXycrKSurfv78UFhYmXjf2/wFJSr6GyOuwMeLi4hRlPHLkiHjv4sWL4nULCwuN/xG1Wb58ufhMtWrVjCqDLgkJCZKLi4vIb+XKlWnOS37t8vLykhITExXvR0REKI6DoXt6SZKkQ4cOifTu7u4a7x8/fly87+fnJ0mSJD179kxatWqVNHLkSGnQoEHStGnTpKNHj0rx8fEm7c/27dtF3s2bNzfps7p4eHhIHh4eZsmLMl90widp9OX20vDLLU36u/n+YmYXnTLJlStXpCtXrmR2MegLIa8vn+v3w993qln+iNLLEkRERFnYwIEDtc512KJFC0WIw3HjxmHKlCli3dnZGTVr1kSuXLkQERGBEydOICIiArGxsfjpp58QEhKClStXat3m+fPn4e/vrxid+9VXX6FUqVJ4//49jh49infv3mH79u149OiRGfc2/S5evAg/Pz8xUtXCwgJVq1ZF0aJFYW1tjdevX+PMmTNiREl4eDiaNGmCW7duIV++fCKflPCbu3fvFuEm69SpAy8vLwBAlSpVTCrXhg0b0KFDBzHKR6VSoXLlyihZsiTi4+Nx7tw5MQouODgYVatWRVBQkJgXVZehQ4eKEYF58+aFt7c37OzscOvWLZw/fx5A8hytKSOw0zpKCwA+fvwIf39/XLhwQbzm4uKCWrVqwcXFBU+ePEFwcDBiY2MRGRmJgQMH4t69e5g3b55InzdvXnFsL1y4IEYpFS9eHH5+fop0pjh58iTatGmDxMREAEDOnDnh7e0NNzc3vH//Hjdu3MDt27cBAFeuXEGdOnVw69YtMQeo3PTp0zF69GixbmFhgRo1aqBIkSL49OkTTp48KerEzp07cePGDQQHB8Pd3V0jr7i4ODRs2BAnTpwQr+XLlw8+Pj6wtLTExYsXcfv2bZw6dUrvXK+Zbe3atdi8eTOA5Hl0vb294ezsjLNnz4rjeu3aNQwcOBA1atTAsGHDAABFixZF1apVIUkSjh8/jmfPngFIjhzRp08fbN++PcPK/OLFC/j4+IiRXACQJ08e+Pj4wMHBAffv38fp06eRmJiIsLAwtGnTBk+ePMGPP/6oN9/Tp09jzJgxiI6Oho2NDWrWrIkCBQrg9evXCAoKQlRUFABg//796NOnD/7880+Ty+7l5YXevXsjMjISf/31l3hdHhZYWwheSZLQuXNnrXMay0MAm+s6mdr9+/dRv359hIeHi/OmaNGieP/+PYKCgsRoy4sXL6Jly5aKyCopzHkup/j5559F/c2fPz+qVauGbNmy4fjx43j8+DEAICgoCJMnT0ZcXJy4ZpUrVw4VKlRAdHQ0AgMDxUj94OBgjB07Fr///rvW76BLly5Yu3ateM3d3R3e3t7IkSMHXr58ieDgYERGRuLDhw/o2bMnnj17ZnA+5cDAQOzZswcJCQlwcnJC7dq14erqimvXronr6JMnT9C1a1cMHz4cHTt2hCRJ8PDwgI+PD6ytrXH27Fncu3cPQHIEgfbt2ytGimozadIkcYxy5coFX19f2NjY4MKFC+J7OHfuHHx9fXH69Gm91+7w8HB07txZfLdy8vq5ZMkS9O3bV6w7ODjAx8cHefPmhSRJePz4MU6fPo3o6GgAyaGav/vuO5w7d04x8jS17du3i8gTDg4OqFWrFnLnzo2nT5/i6NGjIqLD6tWrkT9/fkyePFlrPn///TdatWol5ta2trZGjRo1UKhQIURHR+PChQt48OABAGDTpk24ffs2goODDYbN1qZDhw6IiIhAUFAQ7t69CwCoXLmyuAepUaOG1s8FBQVpjUDi5OSEhg0bivWOHTti48aNYj1v3ryoWrUqcubMidjYWNy5cwcXLlwQ9y5//fUX3NzcRGQBXcxxb9KmTRsRDUmlUqFSpUooUaIErKys8PTpU5w6dQpRUVGIjY3F2LFj4eDggIEDB+os0/v379GoUSNRb8uUKYOKFSsiMjISQUFBeP/+PSRJwvTp0xEWFoYVK1ZozefYsWOoX7++mOc9Ja9y5cpBpVLh8uXLuHHjBgDg+vXr8Pb2xt69exUjj7XRd7/v7e0NR0dH3LlzR0RGypMnD5o0aQIg+TqZFgcPHsT79+8BJI+M1ncdPXjwoFhWqVSKMOrmlpSUpLhv8vHxSVd+5cuXR+7cucVv4+HDh9G+ffs059e+fXtMmzbN5HtVOXlY+9jYWMTGxorpCXRJHS0m5Z4KgCIakIeHh94w+Cnkv+fye6W02LlzJ968eSPWjYlkkNqDBw8wY8YMLF++HACgVqsxc+ZMqNXKgK3yfbWwsNAaGSA1+b6+evUKUVFRikgN8pD/2bNnR5s2bbBt2zatv1eenp6YNWuWwekLUgQEBMDS0hIJCQnYt2+fxraJLr49hgRohvk35HT4AZR0qmQ4IRHR58aQ/ZRVZF6/AyIiIu3kI4EASHZ2dtLSpUulN2/eSC9evJD++OMP6fz58yL91q1bRVpLS0vp559/1hiVGBcXJ82aNUuytLQUaRcuXKix7aioKKlw4cIijaenp3TmzBmNNIMHD9YYeZTZI/+TkpKkypUri/crVaokPXz4UCOPuLg4afbs2YoRaWPHjtVaHvl3oWsUkKGRPhcvXlSMgq5YsaLWntpbt25VjOr08vLSOmIwdf2wtbWVli5dqjFSMTAwUDF6vXbt2lrLb6wWLVqIvNRqtTRt2jQpNjZWkebly5eKdACk5cuXa83P0MhzU/j4+Ii8unXrJsXExGik2bJli2J044wZMzTS7N69W1H2gIAAjXqWmJgoLV68WLKxsVEcW20jRceNG6c4ZjNnztQYwbR9+3bJyclJ43zSRl/9z8iR/yl/o0ePVoz6TEpKkgYOHKhIo1arJTs7O2nt2rWK/OLi4qQePXqIdCqVSnr8+LHBcupi6Frw1VdfKc6R5cuXaxz7Bw8eKM4ntVotHThwQGNb2kbit27dWnr58qUiXXh4uBQQEKDYR2NGpOmSeiSiLqlHB6dEMvjw4YP0+PFjafbs2eJaaO7rpLZoHn5+fhr7/fHjR6lDhw6KdNqiCZjrXJb/9gDJIyHnzp2rOE/j4uKk5s2bK75/IDnSwf79+zXK37BhQ5HWwcFBa9lmzZql+O1evHixxijBjx8/SiNGjFDUk7///lsjL231rmvXrtK7d+8U6X777TeNc9DCwkL67bffFPublJQkTZw4UZH2xIkTGttN/RsDQPrpp580rvebNm2S7OzsRJpvv/1WI6/UdRhIjvxw8uRJ6dOnT9KNGzekyZMni/TPnj1TRCzo3Lmz1t/Bt2/fSp06dVLke+jQIY102q5jAwcOlN6/f69I9/DhQ6l8+fKK707bKOgHDx4oIiy1adNGRDyR27t3ryI6SKtWrTTSmMKYeylt9aVdu3bS3bt3pcjISCk4OFhatmyZSL9r1y5FHZw/f77GNVKSJOnOnTuKa0a2bNky/N5EPkrX2dlZOnv2rEaaV69eKSIDuLi4aNz7aqt/2bNnl3bu3KlI9+HDB41rxo4dOzS2+eTJE8X3X6hQIenYsWMa6QIDA6X8+fOLdLly5ZKePXtm8JgZut83ZWS5Mb7//nuR38SJE/WmlUcfKFasWLq3rc/NmzcVx2Xz5s3pzlMeSeCrr77SeN+Ukf+6mPL9fPz4UfG/gTERr3bu3Kko4+zZs8V7ixYt0rt/2sgjTllYWEhJSUlGfS616OhoRSSU0qVLG/3ZP//8U2rVqpVUuXJlRXQee3t7nd/BP//8o7jfMUZ4eLji2KW+/+zevbvGtcLQ35gxY4zez4oVK4rP7d692+jP6cKR//8tv90eYvKo/+GXW0ojLreS3sTqjqRF/10c+U+myIyR/37+v5jljyi9OPKfiIiyvD/++ANt2rQR6/I5P+Pj48U8y0Dy/K49e/bUyMPKygo//vgj8ubNK0a7jB8/Hl27dlWMPli2bJkYgZ4jRw4cO3ZMY0SFra0tZs+eDUtLS8yaNcss+2gOp06dEqMYra2tsW3bNhQsWFAjnZWVFQYPHoyLFy9i3bp1AJDmOeaNMXr0aDGisFSpUjh27JjWEYAtWrRA4cKF4e3tjZiYGNy5cwcLFizAqFGj9Ob/xx9/KEZNpvDz88Ovv/6K77//HgBw4sQJvHv3TjHayFinT5/Gtm3bxPry5cu1zg3r7u6OLVu2oF27dti0aRMAYNSoUWjXrp3eEWXpERUVhZMnTwJIrpuLFy/WOnqqZcuWuHXrlhhhu3v3bowYMUK8n5SUhJEjR4p1f39/7Nu3T2P0lFqtRp8+fZA/f358++23YlT7li1bFN/D+/fvMXv2bLE+Y8YMMSJe7rvvvoOLiwv8/f2Nmgs9s/Tq1QvTpk1TvKZSqTB9+nSsXr0aHz58AJB8HJcsWYKOHTsq0lpZWWHBggXYtWsXwsPDIUkSTp06pbi2mcvGjRvF6FK1Wo1du3ahbt26GukKFy6MAwcOoG7duggODkZSUhIGDx6MGzduaJ2DOMU333yDjRs3aqTJmTMnNm/ejEKFCuHDhw+QJAl79+7FgAEDzLuDBuzevVuMunN0dFT8RmT0dbJ8+fL4559/kC1bNsXr9vb2+OOPP3Dq1CkxwvDvv/9WRPww17mszc8//6wxKtjKygpz5szBjh07IEmSOP+2bdumMUo3pfweHh5ITEzEx48fcfnyZVSrVk2kiYiIEGVSqVTYsWMH6tWrp1EWe3t7zJgxA87OzhgzZgwkScKIESPQsGFDvfWuXr16WLVqlcbrQ4YMwZIlS8So/qSkJEyePBlDhw5VpFOpVBg/fjy2bt2K69evA0j+XTA0qnbixImYMGGCxuutW7eGnZ0dvv32WwDAnj17cO7cOVStWlVnXnny5MHhw4fF71CpUqVQqlQp8f6qVatERIpSpUph5cqVsLTU/Jfd2dkZq1atwvHjx0UEoqNHj+Lrr7/Wuy+9e/fG3LlzNV4vWLAgNm/ejJIlSyIpKQlRUVEIDAwU+5Zi9OjRYqR0x44dFREe5Bo2bIjjx4+jcuXK+PjxI7Zs2YKzZ88q6ktG++abb7B+/XpRp2rWrImaNWuK9+fPny+We/bsif79+2vNp3jx4ti0aROKFi0KAIiJicGZM2cMHuv03JvIR5kPHTpUa53KlSsXtmzZgnz58uH9+/d48+YNTp48qbdclpaW2Lt3r0add3R0xOrVqxETEyPuXYYOHYomTZooRh3//PPP4vt3d3fHiRMntI7+9vPzw4kTJ1C5cmWEh4fj9evXmDx5MpYsWaKzbID++/2MkHK9BYCyZcvqTXv//n2xnCdPngwrEwDFXPbm2p6np6dY1jbK3dPTU0S4+Bzs7e1RvXp1MXf97NmzUadOHb2fWbRokWI9JfoJAERGRoplW1tbo8rg4OAglhMTExEVFZWme/W+ffsq6sekSZOM/uzWrVuxe/duxWsWFhaYPn06OnXqpPUz6d1XAOKeNYV85D8AFCtWDMOHD0f9+vWRO3duhIWF4dChQ5g2bZr4rZ02bRry5Mmj89opV7ZsWVy6dAlA8nmX+rdFG32Rll68eAFXV1dcvXrVYD6UtUmShFd4mrbPQsLZWyeQV1XEzKWirC7l2RKvAWQMeX2Jj483KjpQuqkNJyH6HFgViYgoSytYsKDecODbtm3D06fJ/zBWrFhRa8O/XLt27fDVV18BSG6oSHnImWL9+vViefz48XpDKU6dOlXvg4nPLTw8HP7+/ihUqBC+++47xYM+beQP2VKH0jSX+/fvKx5iL168WG/o34oVKyoasebOnav3YWSJEiW0PlxP0bx5c/HgPykpKc3TNCxcuFAs+/n5aW34T6FSqbB06VI4OTkBSD62uhpIzEE+PQUARSje1Lp27Yrp06dj8+bNWLBggeK9wMBAEXJXrVZjxYoVev8xatSokeLBZOowyP/8849oxPL09NRoiJPz9fXVaCzPSlIaDbWxtbVVNMwULFgQHTp00Jo2W7ZsqFy5slhPuXaZm7y+dunSRWvDfwobGxv88ccfooHn1q1bOHDggN78x48fr7OR1sXFRXFtSelM9bnUrl1bb7jdjL5Ojho1SqPhP4W1tbXigXfqY2Ouczm17NmzY8iQIVrfy58/P4oU+f+HprVq1dIZntvd3V00gAKa9Xf58uVi2oemTZtqbfiXGz58uGg4vHnzpsHOFRMnTtT6ukqlgq+vr1i3s7NTdPhInVbe8GnoHCxatCh++uknne83btxYEUZeV6j0FN9//73BDmje3t7InTs3fvjhB60N/yksLCxQq1YtsW6ofqrVaowbN07n+8WLF0eZMmXEeur6+ezZM9EJzsrKStG5S1d+8ukLUjfcZbThw4frvE4lJSXB1dUVlSpVgrOzs95w+QBQpEgRxf2eoWOd3nsT+bUgZXoFbRwcHDB//nwsXboUhw4dQqVK+sMf9+vXT29nl3nz5sHa2hpAcgPx6dOnFWVavXq1WP/111/1hn0vUKAAfv31V7G+evVq0XFAG0P3++b26dMnMQUCYLjxX152bdMcpfbhwwf06dPHqL+UKSJSyMPHA8nX8PRKuScFlI3HmUneMXD37t2YMWOGzrSzZs1S/D8BAAkJCWJZ/ntpbIN46nvclMYBU0yYMEFxXjRp0sTocPgAxLQycomJiRgwYABKly4tGszlzL2vCQkJYqoOIHkfLl26hO+//x4FChSAtbU1PDw80LVrV1y6dEkxTcmwYcMU0y/oUq5cObEsnz6NKAmJkJD2jkeJMP28JSLKaJJaZZY/ovTiyH8iIsrSfHx89I4ElD8Iql+/vlF5NmrUSIyKDQoKEiOLXrx4IR5IqFQqnSMuUlhbW6NTp0745ZdfjNpuRmvatCmaNm1qdHr5w8S4ONPn2TPG4cOHxXKxYsUMzvkKJI+wTplr+OXLl7hx44aiQULO399fb14uLi5wcnISD21TGqNNdeTIEbFsqIMJ8P/zZabM23n48GH06dMnTds2xM3NDbly5cLr168RHR2NJk2aYP78+VofZOfPn18xul9O/l0FBASgUKFCBrfdu3dvMaf7hQsX8P79e1Gv9u7dK9K1aNFCY87S1Dp37pym+eE/hxIlSsDDw0Pn+/KGgFq1aundV/ncxGmtj/pERkbi7NmzYt2Y+lq0aFEEBATg0KFDAJLrQoMGDbSmdXBw0DuyGYCi7mTEPuojH9mrTUZfJ7XN3S2n79iY61xOzdvbW2eHBCC5/qaMWpQ3omujr/7Kf4911R85S0tL1KtXTzScBAUFKSIhyNnb2+sdNS4/BytVqqS3k5kp52Dnzp1hYWGhN0379u3xzz//AFD+VmhjqH6OHTsWY8eO1ZtGzpT6aeg6BiTXz5RRVKmPzZEjR8T8z5UrV4arq6vB8jVq1AgzZ84EkLERhlKztLTU2wlIrVZjw4YNJuWZPXt20VnE0LFO772J/J7nt99+Q548edCjRw+tDX2G7lXlevfurff9XLlyoUGDBmIk8p49e0RngeDgYLHfDg4ORkWtad++PQYOHIiPHz8iNjYWwcHBaNy4sda0hu73zS00NFREO1GpVChcuLDe9PLIRMaMGIuKisLSpUuNKktMTAy6dOki1lN3BDO2gVcfefk/5wh/fVq2bIn69euLDoejRo3CmTNnMGTIEFSqVAlqtRpXr17F3LlzsXHjRjG/fUrkAnlkHPl12tA121ymTJki/l8BkqMpyTsCGGPhwoUoXrw4nJyc8PDhQ2zatAkzZszAp0+fcOfOHfj5+eHMmTMoUaKE+ExG7OuhQ4cQEhKCp0+fYvDgwTojINjb22Pz5s3w8vJCeHg4YmNjMWfOHHGd16VYsWJi+cGDB0aVSV/nvJTOWPJOBfTl2nLVCglS2hrxSxQpjSIOpc1cIsrqUu5VeQ0gY8jry2cZ9Q9AYrs9ZRFs/CcioixNHg5XG3kj19GjR41qYL1z545Yvnbtmli+cOGCeCBWtGhRRQOBLjVq1DCYJquIiIjA7du3cfXqVZw+fVoxujejwq3LR6x4e3sb9RkPDw94enri4cOHIg9djf/yUai6yB+wy0cJGevFixd4+fKlWDd2P3x8fETjv7aRO+Y0cOBAMTr12LFjKFeuHIoWLYr69eujbt268PPzU4z60iYt31WVKlVgbW2NuLg4JCYm4urVq2IkqjwMn6HRiADw1VdfQaVSZZmH0nKGGgXko3MNNa7J/+HMiH29fv26qOfW1taoUqWKUZ/z8fERjf/66mvhwoUNduSQ17W0nHPpYeg3w5D0XCednJzg5uZmME0KbcfGHOdyap+r/p47d04sb9u2zajrnvw3WL6cmqenp956l1HnoDG/8fJzLCQkRO/0Mumpn5Ik4dmzZ7h58yYuXbqEkydPKjobGKqfxv5epkhdP+X3W8+fPzfqfks+wvjx48eKDmIZydPTM10NpvHx8QgNDcWNGzdw4cIFHDt2TETGAcx3rHXdm7Rv3x7jxo1DREQEYmNjMWDAAIwYMQK+vr6oV68e6tatq/O+SBdXV1eULFnSYLqvvvpKNP7LRwPLz+fKlStrnZIkNRsbG1SpUkV0/Lh06ZLOxv/0XrtN9eTJE7Hs6OhosBFVfm5kdKe21J2X9EVMMNbbt2915p9ZVCoVNmzYgAYNGojfj507d2Lnzp0aadVqNRYuXIj9+/eLxn95pzZ5Y7Wx9x2pR/obU6eB5Gvx8OHD8dtvv4nX3N3dsX//fuTIkcOoPFLI77eLFy+OcePG4dtvv0WdOnXw/v17vH//Hj/88AMCAwNFOnPvq6WlJWrVqqWIJKOPi4sLevbsienTpwNIjvRlqPFf/puYUVGv6MtV0qkyrr0/Y/Ln7C0cUdCueAaUiIgonT5jh1Yifdj4T0REWZqhhyivXr0Sy2fOnMGZM6b94ygP3frixQuxrC+UqVz+/PlN2t7n8uDBA2zfvh3nz5/HvXv3EBISojG/o1xGNbiGh4eLZX1TKKSWL18+0fgvzyM1YxrB5A1GadnP1Ns39juXhwjWtw/mMGrUKFy9ehWbN28Wr92/fx/379/HwoULYWlpCW9vbzRr1gxt2rTRWr/T8l1ZW1sjV65c4kGePA/5uWnM+eTk5IQcOXJohLvNCgyF6ZbTN8L6c5B/B+7u7iKEsyHG1tfPcc6lhykP3s19nTTHsTHHuZza56i/Hz9+VIxWTelIYgp9odQz6xw0Zmqf1PNxh4WF6SyvKfXz9OnT2Lt3Ly5fvowHDx7g4cOHekPAZ3T9lF/THz9+bPSoZrmIiIjP0vhvynGOi4vDvn37cOTIEVy/fl2Mfk2JcqBNRh/r7NmzY8eOHWjatKlotI2Ojsb+/fuxf/9+AMm/q40aNULLli3x9ddfG+yUJZ/eQx/5NUXe8TE993Pa8kjN1EbT9JJ3TDGmThYoUAAXL14EAHF/qk/u3Ln11pOuXbtqhPtPkfo+MywszOD2DJH/j1OwYMF052cuOXLkwNGjR/HTTz9hwYIFWqNqlClTBosXL0bNmjUV07XJO9vJ57Q3tnOGPJ2lpaVRvx2xsbHo2rUrNm7cKF5zd3dHUFCQYnR7elSoUAGzZ88WU4wFBQXh7t27KF48uZEzvfsKpL8DiL+/v2j8v3nzpsE5lOXnWEJCAmJiYjL9fpmyjhqu9dPU+P+Viz8s1Z9nFC8RkSkkTrROWQSrIhERZWl2dnZ630/vaBj5wz/5Q0ljR4zJH8BkBe/evUOHDh1QrFgxjBgxAlu2bMHly5cVDVoWFhaoWrUqmjdvnuHlkW9XVwhJbeRpU4c/lfscoT3l+5AtWzajt2nsPpiDhYUFNm3ahC1btqB27doajQAJCQk4fvw4hg4digIFCqB///6Ijo5WpDH3dyVvxDf2fMoqo9FS0zfvdlbzXzjn0sPQbwaQcddJcxwbc5zLqX2O+muOkan65qHOrHPQmPqU+jzT930Yk9/169dRvXp1eHt7Y+rUqdi7dy9u376taPi3t7fHN998oze0fWrprZ8Z/R2bkzHHGQB27NiBIkWKoFmzZpg/fz6CgoLw6NEjRcN/rly50KlTJ+TOndvo7ZvjWlCrVi3cvHkTgwYNQq5cuTTef/78OZYvX4769eujVKlSCAoK0pufsb+v8mP37t07sZzRvy3GfmfmIp833Zh7eXlo4Tt37ujtiJNepUqVUjSkpkxVlh7yyCzappLJTLa2tvjtt9/w9OlTrFmzBqNHj8bgwYMxa9YsnD59GteuXRNTpjx69Eh8Tt5RRR6tzdgOt/JOFbly5TI47URERAQCAgIUDf8FChRAcHCwUVE1TNGxY0dFvTx58qRYlu+rvk5zcqk7kGi7ppgidQcVQ+VIfY5l5PlDX56iDmXggjyGE8pYqW1Q3bVeBpWIiCid1Crz/BGl05fzJJOIiEgLOzs78UBy3759Rs0zrIu8gdLYxlpzN+rqG2lmyMePH1GrVi1cv35dvObk5ISqVauidOnS8PLyQpkyZVCxYkU4ODhg8+bN2L59uzmKrZP8YY8px0reQPC5HwinJt+HmJgYJCYmGvVgPzP2oWXLlmjZsiVevXqF/fv34/DhwwgKCsKzZ89EmsTERCxcuBChoaHYu3eveN3c35WNjY0IRxoVFWVUXvKH8RktPedaVvZfOOcyUla8TmqTnnM5M6SuM7du3VLMUfylMqaBIvWIyvSMYE6ZOkXe0Orh4YEqVaqgVKlSKFGiBMqWLYsyZcrAysoKP/zwg8kRj9JK/h2PHDlSjPr8Uq1atQo9evRQjM4uWbIkKlasiJIlS6JEiRKoUKGCCOFfqlQpxUj4zyF37tyYM2cOfv/9d5w+fRoHDx5EYGAgzp49qwjjfefOHXzzzTc4dOiQztDdxja2yeuzvOH+v/bbIr/nN+beo27dupg0aZJIf+zYMdSvXz9DypYtWzbUrl1bTOsRGBiIcePGpTm/mzdvKiJ3fP311+kuY0Zwc3ND586ddb4fGRkpQv4Dyqki5I3vT58+hSRJBhvz5eHnPT099aYNDQ1F/fr1ce/ePfFamTJlsG/fPqMixJjKysoKXl5eItqE/Nrj5eUFtVqNpKQkxMbG4vXr1wYb8+X7mjdvXqOjQumSeuoTQ/mlvv6kZ1oW+m/yRSscwGpEQXcErhQWKgt0KDAYLtbp68RCRJRROPKfsgo2/hMR0RctZ86c4iG5/MFWWshHdRk7H+Hz58/1vi9/8GRMY6O+kNOGTJgwQTRoWVlZYd68eejRo4fOMIzyEV0ZRR6S8/Hjx0Z/Tj6yx5TRdhkh9RzeT548MfiQEMjcfXB3d0eXLl3QpUsXAMkPfnft2oUlS5aI7+Gff/7BwYMHUa9e8qiJtHxXMTExeP36tViX72e+fPlw584dAMadTwkJCekK+f85z7WsTP49vnr1CnFxcUY95M1K51xGyorXSX3Sci5nhuzZs8PCwkKce69evfpPNP6/ePFChFrWRT53uIWFBVxdXdO8ve7du4trk4eHB9asWYOAgACd6T9n/ZSPNk3v/VZme/XqFfr37y8a/mvVqoWVK1fqDdudmdcCtVoNHx8f+Pj4YNKkSfj48SMOHz6Mv/76C1u3boUkSYiNjcXIkSNx6tQprXkY23FB/nstD+//X7ifk5NHQjAmdHqNGjWQP39+cb4vW7Yswxr/AaBt27ai8f/o0aO4ceMGSpcunaa8Fi1aJJZtbW3RsGFDs5Txczt69Kg4Z/Ply6eok0WLFoWNjQ1iY2MRFRWFhw8folChQnrzu3nzpljWFw3h1q1bCAgIUEydULt2bezatcuoKWmSkpKwY8cOhISE4MGDB5g4caJR54L8vlbeWG5ra4tChQrhwYMHAIAbN24YbPzXt68XLlzApUuX8Pr1a+TPn19vB4wU8v9/s2XLZvA4yDsMWVlZwcbGxuA26H+LvSo76kvdcNHuHzyOuqcznaNlDrQt0B/FHMvpTENElNkkDtqnLIL9UIiI6ItWsWJFsWzs6LezZ89i06ZNOHv2rCIMYtWqVcXyw4cPjQqlaCgUpzxUsaHRzxEREWlukJQkCatWrRLrI0eORJ8+ffTOvygfPZNR83LLvx9dD6RTe/LkiWJ0q7lDaZoqb968cHd3F+vy0Jv6nD59Wixn9D5ERkbi4sWLuHv3rtb3S5UqhdGjR+PixYuKUJ1Hjx4Vy/Lvyth9PH/+vBjdr1Kp4OXlpTU/+bHQ5fr161rnejWWKecaAISEhKR5W1lZuXLlRGSKuLg4o8MFf876mlmy6nVSzhzncmZQq9UoX768WDf29/jw4cPYtm0bLl68KOY2z0quXr1qMI18X8uUKZPmEY1XrlwRozwBGGz4Bz5v/UzL/VZKGO9jx47h0aNHn+UcMsbGjRvF74SDgwN2796tt+H/48ePivvFjN6PpKQkPHz4EIcPH9b6voODA5o1a4bNmzcrIjCcOXNG5yj2Bw8eGNWB4ezZs2K5SpUqYln+/V+8eNGo0fIxMTG4fPmyWM9Kvy3y62d4eLjB+w+1Wo2BAweK9R07dmRo1I327dsrOhKNHTs2Tfncv39f8bvXqVMnuLi4pLt85rBgwQK0bdsWfn5+OHbsmMH0O3fuFMupI71ZWFjgq6++EusnTpwwmN/x48fFcu3atbWmuXfvHvz8/BQN/61bt8bBgweNavgHkuvO999/jxEjRmDp0qU4dOiQwc8kJCQoogzIO+IAyZ1RUqR3X3fs2IFevXrhp59+wtSpUw3mBQDBwcFiuWrVqhpTFKUm/78u9b4QpbBXOaF/sWnoV3QqKuWoDQfL7LBQWcLWwh5FHEqjQ8EhGFNqERv+iSjrU6nM80eUTmz8JyKiL5r8wfimTZsMhiKVJAm9evVC27ZtUb16dfzwww/ivSJFiogRfpIkYcOGDQbz+uuvv/SmkY8sMjT62ZiHQbqEhYUpGk7kD4W0SUhIUDxE0zVS2tDDHEP8/f3F8r179xQPn3RZsWKFWM6ZM6eiQSmz+Pn5ieWVK1caTP/hwwds2bJFrMuPg7mNGzcOTk5OqFKlCkaNGqU3raurq6Is8s4m8tcDAwMVjUq6yL+r8uXLK0aGNmrUSCxv3rzZ4Lzkhs43Q+Tn2tu3b/VeC6Kjo416WPolcnBwUDwAN6a+PnjwQNF4nJH11RTpvf6kllHXSXMx17mcWeS/x6tXr9YIC5xaVFQUOnbsiJYtW6JKlSqYNm1aRhfRZFu3bjWYRt6wVrdu3TRvKyVSSgpD9fPx48eKebwzun7Kv9/bt28b1aFvxowZ6Nq1K+rUqYNq1aoZrBO6mPtaID/WJUuWNNiIt2vXLtHRDcjYYx0ZGQlHR0cUKlQIdevWNdgBpXXr1mJZkiRFmH05SZKwadMmvXk9f/5c0eGgcePGYtnHx0eM1v348aPBvIDk3/WU32ILCwudDazGMmc9KFq0qOgol5SUpIjgoUu/fv1QuHBhAMnHs3379hpzqRvjw4cPipHY2tjZ2WHKlClifdeuXZg7d65J24mOjkb79u1FRxdHR0eMHz/e5PJmlNu3b2PTpk04evQodu/erTfty5cvFf9zdejQQSNNy5YtxfL69esNbvvff/8FkDxNlbYoDh8+fEDDhg0VkU769euHDRs2mDxy3dvbWyz/+eefBtPv2rUL79+/B5DcuTX1fZl8Xzds2KC3Q9Lbt2+xb98+sd6kSROdZbt79644LrrExMQo7i2bN2+uNz2gjAAi7yhMpE1B++JoW2AAxpdegV/KbcCkMqvRu8hElHf2hoWKAYyJKOuT1Ob5I0ovViMiIvqidezYEU5OTgCSH270799fb/oFCxYoHqT26NFD8b68M8DkyZP1hkn9/fffNR7WpyYPF7xv3z6dDTRRUVHpeiCX+iHUtWvX9KYfN24cbt++LdZ1jXiSj4hNy6hsLy8vRYNB3759dT6YBpLLPXPmTLHevXt3sz/0T4t+/fqJ5aCgIIMNqv369RP7aWdnp/UhpbnIG4j279+v+F5TkyRJMQpP/gCubt26or4mJSWhZ8+eijmFUzt06BDWrl0r1r///nvF+y1btkTevHkBJEe1GDFihM68bt26hfnz5+t83xiFChUSo/8lScLmzZt1pp0yZUqmh3PPSPL6umbNGr0di+Lj4/H999+LRjkPD48sExI49Yj89ESGADLuOmku5jqXM0ufPn1EY9rt27cxefJkvenHjRsnGlXUajW6deuW4WU01fHjx/U2Iq1cuVI0gqvVasU9hKlMqZ+xsbHo0qWLojE9o+tnqVKlUKdOHbHeu3dvveHSL168iKVLl4r1rl27ivphqvTei6QmP9b37t3TO4r9yZMnGDJkiOK1jDzWjo6OivDus2fP1pte3lDn4uKid9qJiRMn6mysliQJ/fr1E50cqlatikqVKon3nZyc0LFjR7E+YsQIvVNfPX/+XNGJqXnz5ooOgmlhznpgbW2tOM5Xrlwx+BlbW1usXr1aTKUTGhoKHx8fMZWMMY4fP46qVasaFZXn+++/V/weDxkyRHGPrM+bN29Qt25dxXZ+//13eHh4GF3WjCbft9WrV+uM/iJJEnr27Cnmja9WrZriWpSidevWyJYtGwDgwIED2L59u9b8EhIS0K9fP9Fg3qpVK611s1+/frh//75YHzRoEBYsWJCm/0vkv2+HDx/G3r17daZ99eoVBg8eLNY7duyo0UGpQYMGItT/rVu39F4nhgwZIjqA1KxZE2XKlFG8X69ePUWEs6FDh+rt4DR48GAxkj9nzpxG/XbLzy/5dYWIiOi/SFKZ548ovTL/aToREVE6ODk5YdKkSWJ99erVaNeunWIeciB5lML06dMVD3ADAgI0wkb26dNHNKKEhYXB19dXYwREQkICfvnlFwwfPtxg+b755hsxZ2NkZCTatGmj8XDr5s2b8PX1VYR3NFX27NkVDzGnTp2qdZR9aGgo2rdvrwgTC+ie71T+sEkejtgU06dPFw9KU/ZVW6PGrl274OfnJ0aIFy9ePMuMUKpZsya+++47sd67d29Mnz5d4+FzeHg42rVrh3Xr1onX5syZk645oA1p0KCBCFccHR2Nb7/9VmvY/ujoaPTt21c8gLO3t0e7du3E+2q1Gr/++qtYDwwMRMOGDfHw4UNFPpIkYeXKlWjatKl4cFq7dm307t1bkS5btmxYsGCBWF+wYAEGDBigEZL/+PHjCAgIMBgZwBBHR0fFqMIff/xRY7qByMhIjBw5MkuOMDantm3bitH/SUlJaNq0KVauXKkxMuzRo0do2LAhgoKCACRP3fDHH3/oDYP/OWXPnl2xntZrkDy/jLhOmou5zuXMUrhwYUUHvEmTJmHw4MEand7ev3+PH3/8Eb///rt4rVu3bihVqtRnK6spevbsiVWrVinOH0mSsGDBAvTp00e8NmTIEINzTOtTvXp1RaNSr169FKMlU5w+fRo1atTQmOoho+snkDySP+X6cP36ddSuXVtro+mOHTvQoEED0YEsV65cejuAGSK/FzE0KtUYPj4+Yvndu3fo0aOHxvGLj4/Hpk2bULlyZY0G84w+1gMGDBDLq1evxqhRo7R2nDx9+rSiw0nPnj315vvy5Uv4+flpNFa/ffsW7dq1E5FO1Go1fvvtN43Pjxs3TnwXr169Qs2aNRXhv1MEBwejZs2a4l7czc0Nc+bM0Vs2Y8jrwb179/R2JjWGr6+vWDb296VWrVr4888/xXlw7949VKpUCX379tUZpSEuLg579uxB48aN4evrq+g47OTkpLPDnVqtxl9//SWmJZMkCSNGjICvry+Cg4O1jvb+8OEDFi1ahBIlSih+P0aMGKG3fjx8+BAqlUr8rV692uCxSK/69eujRIkSAJI7KzRp0kTjnvPFixdo0qSJaCy3srLCwoULteaXJ08ejBw5Uqx36tRJI6rU+/fv0aZNGwQGBgJIvleV/x+Z4tixY4p7+YYNGyp+s0zVvHlzxXWnXbt2WiPLnDp1Cj4+PiJanJubmyICRAobGxvMmDFDrA8fPhxz5sxRdAiLiYlB//79sWbNGgDJ93ip72uA5GMqvy8+duwYWrZsqXHde/v2Lbp27aro1DV37lzRCV8f+fklj6ZGRET0XySpVWb5I0ovxsshIqIv3uDBg3Hp0iURRnHjxo3YsWMHatasifz58+P169e4cOGCokNAoUKFFA91UtjY2GD9+vXw8/NDZGQk7t69iypVqqBq1aooWbIkPn36hOPHj4vRirly5RL5yuccT1GwYEF07txZPHjZv38/PD094evrC2dnZ9y9e1fMr1qgQAHUrFnT4FQCuvz000+iASgyMhK+vr6oUqUKihUrBkmS8ODBA1y4cEE8LHR2dhajn6Ojo/Hx40c4ODgo8pRHLli2bBlevHgBNzc3eHt7a0RN0KVKlSpYuHAhevfujaSkJFy6dAnly5dHlSpVULJkScTHx+P8+fOK0TVubm7YvHmzRnky06pVq3D//n1cu3YNiYmJGD16NGbNmoVatWohR44cePr0KY4fP64YQdirVy+NEfHmplarsWzZMtStWxcJCQm4f/8+atasibJly6Jo0aJwcXHBq1evcOLECcVo99mzZ2t0SmjatCnGjx8vRuwePnwYxYoVg7e3NwoXLoxPnz7h1KlTirk7CxcujPXr12sd0fndd99hwIABYlT/ggULxPnl6OiI69eviweC5cqVw8OHD9MVvnzs2LEICgqCJEl4+/YtvL294e3tjaJFiyI8PBwnTpwQ+Y8cOVLx4PS/xNLSElu2bEGtWrXw5MkTREdHo2fPnhg/fjx8fHxgb2+PkJAQnDp1SozyVKlUmDJlCurVq5fJpf9/dnZ2yJcvn3gI3qRJEzRq1Ajx8fH4+eefRfhlU2TEddJczHkuZ5aZM2fi+vXrOHLkCIDkhoEVK1agdu3acHd3x7Nnz3Du3DkRzhgAKleubHI468/Fx8cHJ0+eRPfu3TF16lRUrVoVKpUKJ06cwOPHj0U6Pz+/dHcqcnd3x/fffy8aVq5evYrixYvDx8cHBQoUwPv373Hjxg1FR0F5/Uzd6TEjVK1aFYsWLVL8nlesWBGVKlVC6dKl8enTJ1y9elVRRltbW2zcuDFd84zL70UOHDgAf39/FC5cGEWLFjU4RYY2zZo1Q5kyZUQj+Pr167F//35UrVoV7u7uePXqFS5evKg4pp/zWHfs2BHr1q3DwYMHASR3uli6dCkqVqyIAgUKICEhATdu3FBE/yhdujRGjx6tN18nJyfcuHED5cuXh4+PD4oWLYqwsDAEBQUppsr59ddfUbNmTY3PFyxYEH/99Re+++47xMbGIjQ0FLVr10bZsmVRrlw5qFQqXLlyRdHB097eHuvXrxeRgNJDXg/Cw8NRrVo1eHt7IyEhIU2N1Q0aNBD3Jymd4IzRpk0buLu7o3Pnznjy5Ani4+OxZMkSLFmyBPny5UP58uWRK1cuREdH4+nTp7h27Zrimpfiu+++w/z58/WOxs+ePTuOHDmC7t27i+mkjh8/jtq1ayN37tyoWLEi3N3dxbbOnTuniNpkY2OD6dOnK0aSZxUWFhZYsWIFAgICEBsbixMnTqBUqVKoXr06ChQoIO6rU/ZHrVZjxYoVqFy5ss48R40ahX379uHcuXOIiopC+/btMWXKFFSuXBmRkZE4cuSIotPIokWLtN5L/PLLL4p1a2trkyK71KhRA126dBHrKpUKmzZtgre3Nx4/fozIyEi0atUKxYsXF78rV69eVXSmcnJywq5du3TWjy5dumDnzp3YtWsXkpKSMGTIEMydOxfe3t6Ij49HUFAQwsPDRfqUe0BtunfvjtOnT4vpvHbu3ImDBw/C19cXefLkwYsXL3D06FFFR93x48cbFdksLCxMXGsdHR0V0wwQERH9J7HdnrIKiYiIKIvx9fWVAEgApFWrVhn1maSkJGnq1KmSra2t+KyuP39/f+nZs2d68zt58qRUsGBBvfn06NFDWrBggVhv2LCh1ryioqKkJk2a6M2rXLly0p07d6Qff/xRvBYUFKSRl/wzoaGhGu9PmTJFUqvVBo+Br6+vFBoaKrm5uYnXDh06pJHfo0ePJGdnZ43P169fX6RZtWqVIl9d9uzZI+XNm9dg2fz8/KTnz5/rzMfU+iH/HrUdU1N8+PBBateunaRSqfTug52dnbR8+XK9eU2YMEGk79KlS7rKJUnJx9fV1dXg8c2RI4f0xx9/6M1rxYoVWr/31H+tW7eW3r9/b7Bs06dPlywtLXXmU6JECSk0NFTKmTOneE0bQ/U/pezZsmXT+92sXLlSunbtmt7jb8r306VLF5F2woQJZkurjzHH4sWLF1LdunUNfo85c+aU9uzZo3Nbxp7jKcxZt+fNm6e1zBs2bBBpTD3HzXmdDAoKEu8VLFjQ4LaNOZbmOJdNqWemXFONSRsXFycNGjRI7zlvzDXElHpnSp0zlFa+j5cvX5aaNWumdx86d+4sxcTEaN1WaGioIq0hMTExBu8XAEgqlUrq3bu3dP78efGatbW19OnTpzQfF0kyvt4Y+3teuHBh6eTJkwa3a8j79+8lT09Pjfy9vLxEGlOvU6GhoZKXl5fBfbC3t5fmz5+vuN/z8fHRyM/c9yYfP36UWrRoYbB8AKRvvvlG631T6vp36tQpyd3dXWc+jo6ORpX9zJkzUrFixQyWq3z58tLt27d15pOW+/3mzZtr3daLFy+M+rxcfHy8uNZaWFhIb968MenzkZGR0vjx4426Xqf8WVlZSR07dpQuXrxocnk3b95sVJ1NuUY0bdpUunXrllF5p64rxn4fcqaegyn279+vuP/T9pcnTx7p77//Niq/d+/eSQ0aNNCbn62trbRixQqtn3/79q1R9wj6/nRdb589e6ao9/rOnZs3bxrc19jYWKlz585687KwsJAmT55sMK/ExERp0qRJBn+7nZycpEWLFhnML8X69evFZ7t27Wr05/Tx8PCQPDw8zJIXZQ1XrlyRrly5ktnFoC8E6wuZQl5fPtfvR/W2s8zyR5ReDPtPRET/CSqVCmPGjEFISAimTp0KX19f5M6dG9bW1rC3t0fx4sXRuXNnHDhwAEeOHDE4Asnb2xs3btzAnDlz4OvrC3d3d1hZWSFPnjxo2bIlDh8+jBUrVijmREw9H2MKW1tb7Nq1C3v37kWrVq2QP39+WFtbI1euXPD19cXSpUtx/vx5xYimtBo7dizOnTuHHj16oFixYrC1tYWlpSVcXFxQsWJFdO/eHfv378fRo0fh6empCDWaEjlBrkCBAjhz5gzatm2LPHnywNLSEo6OjnrngtSlcePGuH//PpYsWYLGjRsjf/78yJYtG2xsbFCsWDF06dIFBw4cQGBgIPLkyZOu45BRHB0d8ddff+HixYsYNGgQypcvDxcXF1hYWMDFxQW1a9fG9OnT8fDhQ4Phd82tcePGuHv3LubOnYsGDRrAw8NDHN/8+fPj66+/xpw5c3Dv3j2D83P26NEDoaGhmDVrFr7++mvkzZsX1tbWsLOzQ6lSpdCnTx+cPn0amzZtMirc58iRI3Ht2jX0798fxYsXh42NDZycnFCpUiXMmDEDFy9ehKenp1mOQ48ePXDr1i0MGzYMpUuXhoODAxwdHVGqVCkMHz4c169fR/fu3c2yrawud+7cOHjwII4ePYrevXujZMmSyJ49OywtLZErVy7Uq1cP8+fPR2hoKBo3bpzZxdVqwIABWL9+PapXrw5nZ2dYWlrC3d1dMfLdVOa+TpqbOc/lzGBlZYU5c+bg9u3bGDt2LKpXr45cuXLByspKzGfeu3dvk64hmcXGxgY7duzAhg0bEBAQADc3N9jY2IioPidOnMCaNWsUc8ind3u7du3C9u3b0axZM3h4eMDa2ho2NjZwd3dHrVq18OOPP+Lq1atYsmQJKleuLKYaiIuLw8aNG81SDkMaN26MBw8eYNmyZWjWrBkKFCgAW1tb2NjYIF++fPj222+xatUq3LhxwyyjPJ2cnHDq1Cn07NlT3EPZ29vDyspKRC8xlaenJ/7991/MmzcPderUQc6cOWFpaQk7OzsUKFAADRo0wLRp0xASEoL+/fujYcOGYhqn06dPK6IVZQR7e3ts3boVwcHB6N27N8qXLy+ugTly5EDp0qXRt29fBAYG4p9//jHqvqlGjRq4ceMGxo4di1KlSsHW1hb29vaoUqUKJk+ejJCQEHTt2tVgPtWqVcPNmzexbt06tGrVCp6enrCzs4O1tTUKFiyI1q1bY+vWrfj333/FVFrmsmHDBkyaNAklS5YU2/T09FREJDKWpaWlGLmcmJiIHTt2mPR5BwcHTJo0CU+ePMHu3bvxww8/wNvbG+7u7rCxsUG2bNmQP39+VK5cGb169cLGjRvx/PlzrF27Nk3znrdq1Qo3b97E4cOH0b9/f1StWhWurq6wsrKCra0t8ufPj2+++QYzZszAvXv3sHPnThFWPyurX78+7ty5gylTpqBatWqinru5uSEgIADz58/HnTt30KhRI6Pyy549O/bt24fdu3ejdevWKFiwIGxsbGBvb49y5cph2LBhuHnzps4IZvfu3VOEzzenvHnz4ujRo/jnn3/Qvn17FCpUCLa2trCzs0OhQoXQvn17bNu2DZcuXULJkiUN5mdtbY01a9bg+PHj6Nq1KwoXLgw7OzvY2trCy8tLTBE0btw4g3mp1WqMHz8e9+/fx+jRo/HVV1/BxcUFVlZWyJ07N7y9vTF9+nTcvn0bffv2NXqfUyJWAFBEQyAiIvqvktTm+SNKL5UkaZkojIiIiIwyYcIEESJ92LBhmDlzZiaXiIiIiIj+1z18+FB0DgGgdY74/3UhISEoVqwYkpKS4O/vL6YsIaL0e/v2LXLnzo24uDhUqFABly5dMku++fLlAwAxLRR9+a5evQogeRo4IkNYX8gU8vryuX4/qnf83Sz5nFk31Cz50P8u9iEhIiKSmTx5MubOnYs9e/YgKirKYPozZ86I5bJly2Zk0YiIiIiIyEwKFy6Mli1bAgCCgoJw9+7dTC4R0X/HqlWrEBcXBwAYPnx4JpeGiIjo8+DIf8oqWI2IiIhk/v77bwwePBhNmjTBpk2b9KY9ffo0Dh48CCA5VGJAQMDnKCIREREREZnBpEmTYGFhAUmSMG/evMwuDtF/QlJSEhYsWAAguYN827ZtM7lEREREn4ekMs8fUXqx8Z+IiEimQYMGYnn48OEIDAzUSCNJEnbv3q2Ye7JNmzbw8PD4LGUkIiIiIqL0K1GiBHr27AkA+OOPP/Dy5ctMLhHRl++vv/5CaGgoAGD69OlQq/n4mYiI/keozPRHlE68+yIiIpIZMmQI8ubNCwCIiIhAQEAAvLy80KxZM3Tv3h2NGjVCoUKF0LRpU7x9+xYAULx4ccyfPz8zi01ERERERGnwyy+/IFeuXIiOjsYvv/yS2cUh+qIlJCRg0qRJAIDmzZujYcOGmVwiIiKiz4dh/ymrYDUiIiKSyZEjB44fP45KlSqJ1+7evYtdu3Zh1apV+Oeff/Do0SPxXqNGjXDixAnkzJkzM4pLRERERETpkCNHDixatAgAsGTJEty9ezeTS0T05Vq8eDHu37+PnDlzsoM8ERH9z2HYf8oq2PhPRESUSpEiRXD+/Hns3LkTHTp0gJeXFxwcHKBWq+Ho6IiyZcuid+/eCA4Oxt9//w03N7fMLjIREREREaVRixYt0KdPH8TFxWHQoEGZXRyiL1JYWBjGjx8PlUqFNWvWiIh6RERE/ysktcosf0TpZZnZBSAiIsqK1Go1mjZtiqZNm2Z2UYiIiIiITOLp6QlJkjK7GF+UxYsXY/HixZldDKIvlpubm5gaj4iI6H8S2+0pi2DjPxERERERERERERERERFRGjFkP2UVbPwnIiIiIiIiIiIiIiIiIkorTrROWQQb/4mIiIiIiIiIiIiIiIiI0ogj/ymrYOM/EREREREREREREREREVEaSRz5T1kEG/+JiIiIiIiIiIiIiIiIiNKKI/8pi2DjPxERERERERERERERERFRGjHsP2UVbPwnIiIiIiIiIiIiIiIiIkorhv2nLIKN/0REREREREREREREREREacSR/5RVsPGfiIiIiIiIiIiIiIiIiCiN2PhPWQUb/4mIiIiIiIiIiIiIiIiI0oqN/5RFsPGfiIiIiIiIiIiIiIiIiCit2PhPWQQb/4mIiIiIiIiIiIiIiIiI0khSZ3YJiJKx8Z+IiIiIiIiIiIiIiIiIKI0kjvynLIKN/0REREREREREREREREREacWR/5RFsPGfiIiIiIiIiIiIiIiIiCiNOPKfsgo2/hMRERERERERERERERERpRUb/ymLYOM/EREREREREREREREREVEaSQz7T1kEG/+JiIiIiIiIiIiIiIiIiNKKI/8pi2DjPxERERERERERERERERFRGnHkP2UVbPwnIiIiIiIiIiIiIiIiIkorjvynLIKN/0REREREREREREREREREaSSx8Z+yCAahICIiIiIiIiIiIiIiIiJKK5WZ/tLg48ePmDNnDgICApArVy5YW1vDxcUF1apVw6RJkxAREZGuXaMvC0f+ExERERERERERERERERGlUWaN/D9z5gxatWqFp0+fKl5/+/Ytzp07h3PnzmHOnDnYsGEDGjRokDmFpM+Kjf9ERERERERERERERERERGmVCbHW79y5gwYNGuD9+/cAgBo1aqB169bw8PDA69evsX37dgQGBuLdu3do2rQpgoKC4O3t/fkLSp8VG/+JiIiIiIiIiIiIiIiIiNIoM0b+Dxo0SDT8T5gwARMnTlS8369fP8yePRtDhw5FXFwcvv/+e1y9ehUWFhafv7D02WRCPxQiIiIiIiIiIiIiIiIiov8IlZn+jPTw4UMcOHAAAODj46PR8J9iyJAhaNq0KQDg5s2bCA4ONnHH6EvDxn8iIiIiIiIiIiIiIiIiojSS1Ob5M9bBgwfFcqdOnfSmbdOmjVg+c+aMyftGXxY2/hMRERERERERERERERERpZVKMs+fCcqUKYPs2bPDy8tLbzoXFxex/Pbt2zTtHn05LDO7AEREREREREREREREREREXypTRu2bQ69evdCrVy+j0t64cUMsu7q6ZlSRKItg4z8RERERERERERERERERUVqpMrsA2iUlJWHlypVivUaNGplYGvoc2PhPRERERERERERERERERJRGn3vkv7EWLFiAmzdvAgCKFi3Kxv//AWz8JyIiIiIiIiIiIiIiIiJKqyw48v/UqVMYPny4WJ82bRosLCwysUT0ObDxn4iIiIiIiIiIiIiIiIgorVRSZpdA4cqVK2jcuDHi4uIAAJ07d0arVq0yuVT0ObDxn4iIiIiIiIiIiIiIiIgojaQsNPL/3LlzaNCgAd6+fQsAqFatGhYvXpzJpaLPJYvOQEFERERERERERERERERE9AVQmekvnfbt24eAgADR8F+pUiXs27cPdnZ26c+cvghs/CciIiIiIiIiIiIiIiIiSiNJLZnlLz2WLVuGb7/9Fh8/fgQAVK9eHUeOHEGOHDnMsYv0hWDjPxERERERERERERERERFRWmXyyP+xY8eid+/eSExMBAA0aNAAhw8fhrOzc9ozpS+SZWYXgIiIiIiIiIiIiIiIiIjoi2WGkP1p1a9fPyxatEisd+nSBStWrIClJZuB/xdx5D8RERERERERERERERERUVqpJfP8mWjEiBGKhv9Ro0Zh9erVbPj/H8bGfyIiIiLK8i5duqTzvTp16kClUkGlUmH16tWfr1CUqVK+c5VKhYcPH3627UZGRuLBgwda31u9erUoU506dT5bmf4rDh48iKZNm6JAgQKwsbGBg4MDihQp8kWc16Zch/RdzzIK6236dO3aVRyjiRMnarzP3yHdvqRj06RJE6hUKvTu3dvozzx58gQLFy5Eq1atUKpUKeTIkQNWVlbIkSMHihUrhq+//hrTpk3DxYsX012+qKgo7Nq1C3369EGlSpXg4eEBGxsbODo6okiRIvjuu+8wb948vHjxIt3bMuTBgwcYOnQoypYtC0dHR9jZ2aFYsWLo1KkTjh49anJ+wcHB6NSpEwoXLoxs2bIhR44cKFu2LIYPH447d+6YpcwrV67Uex5rU7RoUcX9hqG/MmXKGMzzwIEDYl/t7Ozg4OCAsmXLYtCgQbhx44ZJ+/TmzRv8+uuv8PX1haurK6ytrZEvXz74+vpi3rx5CA8PNym/mJgYLFmyBAEBASI/Dw8P+Pn5YenSpfj06ZPez4eFhcHZ2RlqtRoHDx40adtERET/CZkQ9n/z5s2YOXOmWJ8+fTp++eWX9O0HffHY+E9EREREWdb79+8xYMAAfPXVV5ldFCJs2LABXl5eCA4Ozuyi/Of8/vvvqF+/Pnbv3o0nT54gLi4Onz59QkhICBwcHDK7eGZx9+5d1KtXD0OGDPms22W9JTJsyZIl2LNnD7Jnz44pU6YYTH/nzh20atUKhQoVQv/+/bF161bcunUL7969Q0JCAt69e4f79+/jyJEjGDt2LKpUqYI6derg5MmTJpctPj4eixcvRpEiRdCsWTMsXboUly5dwvPnzxEXF4ePHz8iJCQEO3fuxKBBg1CwYEH07NkzwzoBLF68GKVLl8bs2bNx/fp1fPz4EdHR0bh//z7WrVsHPz8/dOrUCR8/fjRq33r27InatWtj3bp1CA0NRWxsLN69e4fr169j1qxZKFeunOKBdlo8evTI5Gvvhw8fEBISkq7tyoWFhaFu3bpo0KCB2Nfo6Gh8+vQJ169fx7x581CuXDkMGDAAsbGxBvPbtWsXihcvjpEjR+L48eOIiIhAfHw8nj17huPHj2PQoEEoXrw41q5da1T5bt26hQoVKqBv374IDAwU+T1//hxHjx5Fnz59UKFCBVy4cEFnHm5ubhg/fjwkSULXrl0RERFh9PEhIiL6L5DUkln+jBUWFoY+ffqI9UGDBmHkyJEZsWv0hWHMByIiIiLKksLDw1GmTBm8evUqs4tChB49euCPP/7I7GL8Jz169AijR48W646OjggICICzszNevXqFKlWqZGLpzOPIkSNo2LAh4uLi4Ovr+9m2y3pLZNjjx48xbNgwAMCYMWPg5uamN/3cuXMxcuRIjQbaMmXKwNPTE66uroiKisLz589x7tw5xMXFAQCOHTuG2rVrY968eejXr59RZXv9+jWaNWuG06dPK1738PBAhQoVkCtXLsTGxuLu3bu4fPkyEhISEB8fj5UrV2LHjh1YuXIlmjVrZuSRMGzx4sX44YcfxLqbmxvq1KkDa2trnDt3Dvfu3QMArFu3Dm/fvsXu3buhVused9SxY0ds3rxZrJcoUQJVqlRBTEwMAgMD8ebNG8TFxWHEiBFISkpK08NsSZLQrVs3REZGmvS5K1euQJKSH74XKlQI9erVM/gZDw8Pra+/evUKNWrUQGhoqHjNxcUFderUgaOjI27evIkLFy4gKSkJCxYswPXr1/HPP//A1tZWa37btm1DmzZtkJiYCACwsbFB7dq1kT9/foSHh+PYsWN4//493r59i86dOyM6Ohq9evXSWe5Hjx7B19cXYWFhAABLS0v4+voif/78ePjwIY4fP46kpCTcv38fdevWxZkzZ+Dl5aU1r/79+2PRokV48OABBgwYgL/++svgcSMiIvrPMHHUfnrNnj0bb9++BQDkyJED3t7e2Llzp8HPFShQAJUqVcrg0lFmYuM/EREREWVJHz9+ZMM/ZRm6QqZT+gUFBYnGsezZs+PmzZvImzdvJpfKvFKiGXxurLdEhg0cOBCfPn1Cvnz5MHDgQL1px4wZowij6uzsjJEjR6JTp05aG34/fvyIrVu3YsKECXj8+DGSkpLQv39/2NnZoVu3bnq39fDhQ/j5+Smmtvn2228xbtw4rRGRwsLCsHTpUvz666+IjIzEmzdv0KJFCyxbtgw9evQwcBQMu3XrFgYPHizWBwwYgFmzZsHa2hpAciP7qlWr0LdvX8TFxWHv3r2YO3euzhH3K1euFA3/VlZWWLFiBTp37izej4mJwbBhw7Bw4UIAycc+ICDA5A5h8+bNQ1BQkEmfAYDLly+L5ebNm2PWrFkm55GiTZs2iob/MWPGYNy4cciWLZt47cyZM2jTpg0eP36Mo0ePYuDAgVi+fLlGXi9evECPHj1Ew7+/vz/WrVuHPHnyiDSRkZH44YcfsG7dOgBAv379UKdOHRQvXlxr+Tp16iQa/suUKYPt27ejWLFi4v3bt2+jZcuWuHHjBt69e4e2bdvi33//hUql2cJhbW2NadOmoU2bNtiwYQN69OiBgIAAUw4XERHRF0vLT2OGkk+r9fbtW7Rp08aoz3Xp0iXLT8lF6cOw/0RERET0RTt69CgkSRIhRokyS9euXUVdTMucx/+r5J18fH19v8iG/y/5OsR6S//LDh06hF27dgEAxo4dq2iMTW3dunWKhv/q1avj7t27GDVqlM4R3w4ODujatSuuX7+O2rVri9eHDh2Kly9f6txWbGwsWrZsKRr+bW1tsWHDBuzevVvnVEhubm746aefcPnyZZQtWxYAkJSUhD59+iAwMFDntow1ZswY0YmpWbNmmDdvnmj4BwCVSoXu3btj2bJl4rVp06ZpHXEfGxuLn376SazPnDlT0fAPANmyZcOCBQvENTUpKUnxGWPcvXtXEVnGFPLG//Lly6cpDwDYvXs3jh07JtZ//fVXTJ06VaOuVa9eHceOHUOOHDkAACtWrMC5c+c08pszZw7ev38PAChevDj+/vtvRcM/kBxBZ82aNahZsyYAICEhAfPmzdNavl27dolpYRwcHLB//35Fwz+QHJHh0KFD4vf58uXL2LRpk859btWqFcqUKQMguZNIUlKSzrRERET/KWrJPH9GCA8Pz7BpnujLx8Z/IiIiIiIiyjQxMTFiOaXRg4jocxg3bhyA5GuPvo474eHhiqgAFSpUQGBgoMEpAlI4Ojpi586dIv27d++wYMECnelHjx6NixcvAgDUajV27tyJtm3bGrWtwoULIzAwEIULFwaQ3PDbvXt3REdHG/V5bZ4+fYo9e/YASG7knzZtms60Xbp0gbe3N4Dk47ZlyxaNNNu3bxedHwoUKKCYSiC12bNnw97eHgBw4MABhISEGFXmxMREdOnSBdHR0bC2tjY5YoC88b9ChQomfVZu1apVYrlq1aoYPny4zrSenp4YM2aMWP/tt9800mzYsEEsjxw5UufUAGq1Gj179hTrKQ38qS1atEgs9+/fX2dHljx58mDixIlaP5eaSqUSER9u3bqlKDMREdF/mspMf0ZwdXUVnbhN/eOo//8+Nv4TERERERFRpkmZU5mI6HM6cOAAzp49CwDo0KGD3lH/M2bMEPOpWlpaYsOGDTobXXXJkSMHxo4dK9bXrVun9fr38uVLLF68WKyPHj3aqPnm5VxdXbF27Vqx/ujRI8ydO9ekPOT27NkjwsyXL18eJUuW1Ju+ffv2Ynnr1q0a78vnom3evDmsrKx05uXs7IxvvvlGb37azJgxA2fOnAEAjB8/HqVLlzbqc0Byh4kbN24AAGxsbAzurz7yKQd69eplML28k8fff/+N2NhYsR4bG4sOHTqgSZMmKFq0KBo2bKg3r9y5c4tlbSMDIyMjFVEhDHUwad26NSwtk2eQPXnypN7oFW3atIGjoyMA4Oeff+ZvPRER/W9QSeb5I0onNv4TERERZaCuXbtCpVJBpVKJEUS3bt3C0KFDUbp0aWTPnh329vbw8vLCDz/8gCtXrhid96dPn7BgwQLUr18f+fLlg42NDVxcXFChQgUMGzYMN2/eNDqvxMRErF27Fg0bNkTu3LlhbW2N3Llzo379+li/fr14YJctWzaoVCp4enrqzS8iIgJz587Fd999hyJFisDZ2RlWVlZwdXVF6dKl8f333+PAgQNaP7t69WqoVCoUKlRI8XrKcVSpVIr5b+vUqSNel/de7tGjh3i9ZcuWRh2HPXv2iM8UKFBAZ5jSmzdvYsSIEahYsSJcXV1hY2MDDw8P1KtXD/PmzcOnT5+M2p4h8n179+4dwsLC0L17d7i6usLBwQElSpRA3759ERERofHZiIgIzJgxA76+vsiTJw9sbGzg5uaGatWqYdy4cXjy5InR5YiJicHChQvh7+8PV1dXWFtbI1++fGjevDn+/vtvAMmNFSllrVOnjkYe8nNBPnJMF09PT5E+PaHIk5KSsGvXLvTt2xfly5eHu7s7rK2t4eTkhIIFC+Lbb7/F/Pnz8fHjR62fTymDPGRvt27dtO5LSt3VdQzkYmNjsWrVKnz33XcoUKAAbG1t4eTkBC8vL3Tv3h379+83uG+p6wcAnDt3Dr1794aXlxccHBzg5OSEsmXLYtiwYUaPljTFzZs3MXToUFSuXBkuLi6wtrZGnjx54Ovri19++UXMIZza0aNHRdknTZokXl+zZo3iXDf1u5d/Bymjap89e4Zx48ahXLlyyJ49O5ydnVGuXDlMmDBBo3yPHj3CyJEjUbp0aTg4OMDR0RHlypXD2LFjER4ernO7uq5DKfVePrf3sWPHRFp919K0Hlsg4+ptQkICNm7ciBYtWqBgwYKwsbGBvb09ihcvji5duph92oCXL19i6tSpqFmzJlxcXGBlZQUXFxfUqFED48ePx7Nnz4zK53Nds80pLfseEBAgvkv5iF99/vzzT4PfvyRJ2Lt3Lzp27IiiRYvC1tYWtra2KFSoEFq3bo3du3ebpWHPnPc1xpCPvO/evbvOdNHR0Vi5cqVY79KlC0qUKJGmbXbs2BFeXl7o1asXfvvtN9GgLjd//nwREcXW1hZDhw5N07a8vb3x7bffivVFixZp3Z78eqzruisfNW7M/O3yKQ6OHj2qsd305Hf48GGD6a9evSp+W6pUqYKRI0ca/IzcrVu3RKN7qVKlRIO3qT58+CBC9APJof0NyZcvH7Jnzw4AiIqKUvxvYGNjg19++QW7du3CvXv3FI372ty7d08sFyhQQOP906dPIyEhAUDytBHlypXTm1/27NlFmqSkJL3TSdjb26N169YAgDt37hj1vREREX3pVCrJLH9E6SYRERERUYbp0qWLBEACIF26dEmaOXOmZG1tLV5L/adWq6WxY8cazHfnzp1S7ty5deYDQLKwsJAGDBggxcXF6c3r7t27Uvny5fXmVatWLSksLEyysbGRAEgFCxbUmd+MGTMkBwcHvfml/AUEBEhv3rxRfH7VqlUGPxcaGirS+/r6itdXrVolXj969Kh43dbWVvrw4YPB49qmTRvxmVGjRmm8HxcXJ/Xr10+ysLDQWz53d3dpz549BrdniHzfHj16JJUsWVJjWzlz5tT4jpcuXSplz55dbxltbGykKVOmGCzD2bNnJU9PT715NW/eXAoJCRHrvr6+GvnIz4UJEyYY3G7BggVF+qCgII33ddUHufPnz0ulSpUyqi66urpKgYGBerej7U++L/K6q+0YpDhw4IDk4eFhMO9atWpJjx490pmPvH5ERERIQ4cOlVTJTwq0/llbW0uLFi3SmZ8pPnz4IHXr1k3v9gBIjo6O0rx58zQ+HxQUZNT3ou2710f+HcyfP1/asWOH5OzsrDP//PnzSzdv3pQkSZLWr1+v99rl4eEh3b59W+t2dV2H5PVe25+2a2l6j60kZUy9PX36tFS8eHGDebds2VL6+PGjwe9Kn6SkJOmXX36RsmXLpndb9vb20sqVK3XmY65rtqHrl67v/3Pv+5o1a8T7zs7OUmxsrMHt1atXT2/Zb926JX311VcGv3dfX1/p1atXGp839tiY877GGI8fP5bUarU4t/XZuXOnohzafivMqXTp0mJbHTp0SFdeqct+8uRJjTSpr8farrtly5YV7+s751LExsaK4wtAunXrlngvIiJCsb0HDx4YzO/QoUOK89XQtlPua21sbKTr169LkmTafciff/4p0nbr1k2SJEm6f/++tGTJEmnYsGHSkCFDpF9//VU6e/aslJSUpDOfp0+fKvb1xYsXBvdVkiQpb968Jh1vbSIjIxXX7KlTp2qk+e2338T7tWrVMirfDh06iM+MHDlSb9rt27eLtM2bN0/TfqTm4eFh8JylZHc/3JKW3p8rDb/cTxp+uZ+04sFC6UHk3cwuloYrV65IV65cyexi0BeC9YVMIa8vn+v3w3PdNLP8EaVX2rquEhEREZHJ5syZgzVr1gAAcubMiZo1ayJHjhx48OABTpw4AUmSkJSUhKlTp6Jw4cI6R6EtW7YMffv2FaPS7e3t4ePjAw8PD3z48AFnzpzBs2fPkJiYiPnz5+POnTvYu3ev1lFLoaGhqF27tiJsZ5kyZVCxYkXExMQgODgYL1++RHBwMAICArSOGJMbPXo0pk+fLtZz5syJGjVqIFeuXEhISEBISAjOnDkjRhkdOXIE3bp1U4R/9fLyQu/evREZGYm//vpLvN67d2+xnBJGVJ/atWvD09MTDx8+RHR0NHbu3IlOnTrpTP/x40cxny0AdO7cWfF+XFwcGjZsiCNHjojXChQogGrVqsHBwQGPHz/GyZMnERMTg1evXqFp06ZYuXKl3jmETTFw4EDcunVL4/UWLVoowuWOGzcOU6ZMEevOzs6oWbMmcuXKhYiICJw4cQIRERGIjY3FTz/9hJCQEMWIRrnz58/D399fMSr2q6++QqlSpfD+/XscPXoU7969w/bt2/Ho0SOz7Ke5XLx4EX5+fmJEv4WFBapWrYqiRYvC2toar1+/xpkzZ8To6fDwcDRp0gS3bt1Cvnz5RD4p9W737t0iZG6dOnXg5eUFACbPIbxhwwZ06NBBjJJVqVSoXLkySpYsifj4eJw7d06M0A8ODkbVqlURFBRkMOTw0KFDxfUlb9688Pb2hp2dHW7duoXz588DSK7D/fr1Q/HixY0aaanLx48f4e/vjwsXLojXXFxcUKtWLbi4uODJkycIDg5GbGwsIiMjMXDgQNy7dw/z5s0T6fPmzSuO7YULF8Tc1sWLF4efn58iXVoFBgZiz549SEhIgJOTE2rXrg1XV1dcu3ZNbO/Jkyfo2rUrhg8fjo4dO0KSJHh4eMDHxwfW1tY4e/asGDn57NkztG/fXnzWGH5+fsiWLRvu3LkjRtPmyZMHTZo0AZB8jZQzx7EFzF9vjxw5gsaNG4vRyABQtmxZlC1bFrGxsbhw4YK4BmzduhVv3rzBoUOHoFanLdhgr169sGLFCrGeLVs21KpVCx4eHnj69ClOnTqFqKgofPr0CT169IBarda41mb2NTut0rPvLVq0wA8//IBPnz7h3bt32LdvH5o2bapzW69evRLHx97eXiNKzrVr11CnTh28efNGvFa0aFFRfy5duoQ7d+4ASI5o4e/vj3PnzsHOzs6kfTbnfY2xtm/fLrYnDymvzcGDB8Wyk5MTatasmebtGhIeHq6IcODj45Ou/AICAmBpaSnuuw4fPgxvb2+T85FHXEodmUkba2truLm54dWrVwCS7zdToiXI87KwsNA6Ij01+e/yq1evEBUVpbOeTZo0SYyWnzhxoknh/lOkROsCALVajfr16yvqgVy5cuUwd+5crZEznJ2dFevv3783OFo/KSlJTDEBwOgIJykkScK+ffswevRo3L17F0DyeduvXz+NtKZ+r4DyuwgNDdWbVl7/9u3bp/d7I/Pa/2I3dj7fonjt/NvTuPD2DFrm64AA9/qZVDIiov82lVrK7CIQJcvcvgdERERE/22pR31aWFhIU6ZMkaKjoxXprly5IhUoUEDvaFBJSh55aWVlJdINHDhQevv2rSJNUlKStGbNGsUI1uHDh2vklZSUJHl7e4s0Li4u0j///KNIk5CQIM2YMUMxektX+f79919FulGjRmkddfjs2TPFSEMA0r179zTShYaGKtLoom9U4bhx48R733zzjc48JEk5yqtKlSoa7/fv31+87+rqKm3ZskVjtFd4eLjiO7exsZH+/fdfvdvVR75vACQ7Oztp6dKl0ps3b6QXL15If/zxh3T+/HmRfuvWrSKtpaWl9PPPP0tRUVGKPOPi4qRZs2ZJlpaWIu3ChQs1th0VFSUVLlxYpPH09JTOnDmjkWbw4MFaR4Cm9jlH/iclJUmVK1cW71eqVEl6+PChRh5xcXHS7NmzFSOsdUXeMGb0qqER1BcvXlScvxUrVtQ6cmXr1q2K0epeXl5SZGSk3jIByREuli5dKiUkJCjSBQYGSjly5BDpateurbX8xmrRooXIS61WS9OmTdM411++fKlIB0Bavny51vwmTJgg0nTp0iVdZdMWOaRr167Su3fvFOnkox1T9sPCwkL67bffFMcvKSlJmjhxoiLtiRMnNLZrqH4YO7re3MfWHPU2PDxccnV1FWmKFCmiMXo4Pj5emjlzpqJMCxYs0Lmf+qxevVqRT8eOHaXw8HBFmqdPn0oBAQEijb29vfTy5UtFGnNesz/XyH9z7Hvnzp3Fe61bt9a7vdmzZ4u0nTp1UrwXGxurGDXs5uYm/f333xp5rF27VnFdGzZsmOJ9Q8fGnPc1pqhbt67Ia/Xq1XrTyu+V6tatm67tGvLPP/8o6sC5c+fSnac8kkCrVq003jc08j8qKkrx/o0bN4zabpkyZcRn/vzzT/G6fB/d3NyMyis8PFxRhsePH2tNd/bsWRHpo1q1aorruSn3If7+/hq/Jfr+LCwsdEbWyZMnj0nXh8uXLyvyHjRokMHPSJIk9erVS/rmm28U/08AkMqUKSOFhIRo/Uzr1q1NPqdmzZolPuPv728wfcWKFUX63bt3G7UNfTjy37DbH25KvS901PnX50InKeTj/cwupsCR3GQK1hcyRWaM/C+8YapZ/ojSK23d8ImIiIgoTaZMmYKxY8ciW7ZsitfLlSunGH396NEjXLt2TePzgwcPRnx8PABg7NixmDt3rsaoIpVKhc6dO2Pfvn2wsLAAkBx14OnTp4p0u3fvxqlTpwAkj9A6ePCgxug3CwsLjBgxQmNUqTaLFi0So+jq1auHX375BdbW1hrp8ubNi82bN8Pe3l68Zu55olPIR+8fOnRI75zd8igDqUf937x5EwsXLgSQPP/ukSNH0LJlS6hUKkW6nDlzYvXq1ejVqxeA5Hndx4wZk+79SPHHH3+gV69eyJEjB3Lnzo1u3bqJEZjx8fEYPHiwSLt48WL89NNPsLW1VeRhZWWFH3/8EX/++ad4bfz48YiKilKkW7ZsmRiBniNHDhw7dgzVqlVTpLG1tcXs2bMxbNgws+2jOZw6dUqMzra2tsa2bdtQsGBBjXRWVlYYPHgwOnToIF7LqLoIJEfGSDl/S5UqhWPHjmmdX7dFixYIDAwU14k7d+4o5qbWJaV+pJz3Kfz8/PDrr7+K9RMnTuDdu3dp2ofTp09j27ZtYn358uUYPXq0xrnu7u6OLVu2oE2bNuK1UaNGffa51evVq4dVq1aJ+ZNTDBkyBMWKFRPrSUlJmDBhAoYOHao4fiqVCuPHj0eZMmXEaydOnMiQsmbVY/v777+La6ebmxuCg4M1Rg5bWlpi2LBhGD58uOJzpkpKSsK4cePEeseOHbF27VqNCAkeHh7Yvn07ihQpAiB5rvhly5aJ97PKNdsU5tr3Ll26iOU9e/aI6CfarF+/XiynjniwZs0aMWo4W7ZsCAwMRKNGjTTy6NixI+bMmSPWlyxZovF7oo8572uMlZSUhDNnzoj1smXL6k1///59sZwnT540bdNYr1+/VqybY3uenp5iWdtI7Tp16kCSJPGXegR7ZGSkYj31fYUuDg4OYvnDhw9a80tLXqnzSxEdHY3OnTsjMTER2bJlw+rVqzV+D42VEjkgReXKlbFx40Y8ffoUMTExCAkJwbx588T3k5iYiH79+ikiSKX4+uuvxfK8efMMRtFKuXbJ98uQt2/fYtmyZdi3bx8eP34sXi9SpAjWrl2rc1R/er8Lbd9DavLz6+TJk0Ztg9In6LX2KBUpJEg4+vrQZyoNEdH/FpU6ySx/ROnFsP9EREREn4mzszMGDRqk831/f384OzuLRrmQkBDFA7MzZ87g7NmzAJIbf8aPH693ezVr1kTz5s2xZcsWxMfHY/ny5Zg0aZJ4X/7Qv2/fvqhcubLOvPr164c///wT586d05nG1tYWVatWRUhICAYMGKC3bNmzZ0fFihVFI1pERITe9GlVtGhR1KhRA6dPn0ZCQgK2bt2KPn36aKQLCwvD4cOHASQ3CLdr107x/rx580SY9t69e2ttsJX75ZdfsGbNGsTGxmL//v0ICQlB4cKF07UvBQsWROvWrXW+v23bNtEQUrFiRfTs2VNvfu3atcPs2bNx/vx5REREYNOmTejWrZt4X14/xo8frzcs79SpU8VD8awgPDwc/v7+CA0NRdWqVRUNH9rUqVMH69atA5BxdfH+/fuKkMGLFy/WO31FxYoVMWLECEyePBkAMHfuXIwcOVKj8TJFiRIl0LZtW535NW/eHL169RLTizx69Eijgc0Y8kYJPz8/ndOTAMkNdkuXLsW+ffvw4cMHREREYO3atVrPwYwyceJEnWXz9fUVIf3t7OwUnWdSp/Xx8cH169cBIMPqeVY9tlu3bhXLEydO1NsY+eOPP2L27NlISEhAbGwsnj9/btLUDWfPnsWTJ08AJDc4z507V2daJycn9O3bF8OGDYO1tbUIPw9kjWu2qcy1735+fsifPz+ePHkiprzp2LGjRh53794V00sUKFBAMd0GoPzeBwwYoOgAk1rPnj0xfvx4REREwM7ODjdv3jRqaglz39cY686dO6LR08LCAqVKldKb/v3792LZ3d3dYP6hoaGYMWOGUWVp3LgxGjduLNblUywA0Oi4lBZOTk5iOXVDvjFiY2MV68Y2EsunJErp4JE6v7TklTq/FKNHjxbnws8//yymGTDVkydPFPcCvXv3xoIFCxTTTBQqVAgDBgxAmzZtULduXVy9ehWSJKFnz54IDQ1VhLYfMGAA1q5dCyB5qoyBAwdiwYIFWn/PN2/erJj2A4CYskEfeYO/3IMHD1CpUiV07twZixYt0gi5n97vQtv3kJr8+iuf0kYf+dQCqb148QKurq64evWqUXn9L7odf8NgmhtvruJqZNY4hin1iN8pGYP1hUwhry/x8fEa9xMZQce/60SfHUf+ExEREX0m3t7eeh+sqdVqxejk1KP15A2Hfn5+WkfVpyYfpRcUFCSW4+LicODAAbEuHymoS48ePfS+P2/ePJw9exZhYWGKB9m6yB9ox8XFGUyfVvJ927Bhg9Y0mzZtEg9Xv/nmG7i6uirelx/7Bg0aGNymi4sLatSoIdbNMZrcx8dHZ8MvoCxj/frGzeOpq368ePFCPKBVqVTo1KmT3nysra0NpvmcmjZtiiNHjiAkJAQbN240mP5z1MWUziUAUKxYMdSuXdvgZ1JGIwPAy5cvceOG7oe5/v7+evNycXFRNADpGw2sj3z+dEMdTIDkYysfoS4/DhnN3t5eI1qFnLwRr1KlSno7Y8hHX6f12BmSFY/tnTt3xOhvlUql0TEqNXd3d9y4cQMfP37E06dPTWr4B5Ij0qRo0KABXFxc9Kbv3bs37t+/j6ioKNGBB8ga12xTmWvfU1+z5VFt5OQdvDp16qT4fYmMjFQcA3l0FG2sra1x7tw5vHv3Dq9evTKq4R8w732NKR48eCCWPTw8NKIxpZYS1QjQbITW5tWrV1i6dKlRf6kbQ1NH8DC2QdbY8qd0ijFF6tHzaR1Nr+3z6c0rxbFjx0SUqho1amDo0KFpzsvV1RWBgYFYvnw5fv31VyxcuFDR8C+XK1cubNu2TdSL169fY9WqVYo0X331Fb7//nuxvmjRItSpUwf79u3D+/fvERMTgytXrqB///5o164dJElC0aJFRXobGxuDZc6bNy8uX76MT58+4cOHDzh69CiaNGkCIPk7X7NmDVq0aKHx/WfEd5GaPMqO/NyjzMbWKSKijKBSSWb5I0ovjvwnIiIi+kzkD/J0kTfOpR7pkzI6DgCuXbtm1AjP58+fKz6T4s6dOyJUp62trcFRkQAUDSOmSkxMxOPHj3Hjxg38+++/CA4OxrFjx8T78gfT5tamTRsMGjQIsbGxCA4OxtOnTzVGFOkL+R8WFqYIk7ts2TLs2LHD4HZ1Hfu0MjQyUV4/jh49alT9kI8WlZfxwoUL4gFx0aJFNcJOa5Oe+vG5RURE4Pbt27h69SpOnz6t6AiTUXXx0qVLYjl1yHRdPDw84OnpiYcPH4o8dI2+Nfb6kjKC1ZiRhKm9ePECL1++FOvG7oePjw+WL18OQHkcMpqnpyfUat393eWNOR4eHnrzkjf4paXxzJCsemxv3rwplosUKYIcOXIY/Ezx4sXNsj1jGpAdHBw0woFnlWu2qcyx7ym6dOmCadOmAfj/KW9Sd2qTN/6n7gB4//590REqW7Zsekf9p0hLpARz3teYIiXCAgCjIqA4OTmJkeAZ1fknRepOSO/fvzfqN1ift2/f6szfGPJpmgDjfz/ko8LlDdjy/NKSV+r8IiMj0bVrV0iSBFtbW6xevVrvtd8QW1tb+Pn5aUTD0KVo0aJo0aKF6Gz4zz//oF+/foo08+fPx/Pnz7F3714AwPHjx3H8+HGt+Y0dOxafPn0S02kY6pwCJE/J4ubmJtZ9fX3h6+uLiRMniugY+/fvx9q1axX3uen9LozpmCA/x4yNnKMvXco9vDH/u/yvKvmgNC690x9loYxLOZQrlDWOYcoIbn6nZAzWFzKFvL58jlH/AKBSs+GesgY2/hMRERF9JvKGfV3kDytTNzC9evVKLN+4cUPvKGBt3r9/j8TERFhYWODFixfi9Vy5chk12id//vxGbScpKQmBgYE4cOAArl69ipCQEDx69EhvaNCMaExL4ezsjG+//RZbt26FJEnYtGkTfvzxR/F+aGgoTp8+DSB5bvtvv/1W8Xn5cQeA7du3m1wGc4SSN9ToJi/nmTNnFPMZG0NeRnn9MHbkrrH143N78OABtm/fjvPnz+PevXsICQnRO0dtRtXFlDnTAeidQiG1fPnyicZ/eR6ppff6YozU2zf2O5d3ttG3D+ZmyrQGxjSuZKSsemzl1xVTR/Fn1vayyjXbVOY81sWLF0e1atVw9uxZJCQkYMuWLejbt694/8yZM2IErre3t2JkbuqyGHuPkBbmvK8xhTz0vTFh9QsUKCDqRMr1WJ/q1avrvcbWqVNH0QFSLvW5HxYWlu7Gf/lvujzClLFSdzIxtgOEPJ2804E8v7TklTq/oUOHiu9l6tSp6eqAlFb+/v6i8f/KlSsa79vY2GDXrl2YMWMGpk+frnX6BU9PT8yePRvNmjVTTPsib9Q31cSJE3H06FFR35YsWaJo/E/vd2FMZxL5OZaQkICYmJhM/839r/PLVU9v478KKtTJVfczloiI6H8H46pQVsGw/0RERESfSXofnsvnnE0LSZLEAzt5I5GxIWV1jTCUO378OEqXLo26deti1qxZOHjwIO7fv69o+Hd2dkaLFi1QsmRJE/cg7fSF/peP+m/Tpo1G2OH0HncgbXPsppZ6ntbU0ltOeRkzqn58Tu/evUOHDh1QrFgxjBgxAlu2bMHly5cVDf8WFhaoWrUqmjdvnuHlkW839ShKfeRpU4eDlsuoxjk5+T5ky5bN6G0auw/mpitMc1aUVY+tvBHc0DUoq2wvq1yzTWXuYy3/3Usd+l/fqP+MKIsu5ryvMYV8nnNjfrvkowsvX75s8vZMUaFCBcX6+fPn05Xfp0+fFFElypYta3IeFhYWigZcYzsahYWFiWX5NCvyzgzGdrSR5wUkd0oBgH379mHFihUAgJo1a2LQoEFG5Wdu8k4buo6PhYUFxowZg6dPn2LTpk346aefMGjQIEyfPh2HDx9GSEgImjVrBgB49OiR+Fx6OwPJI2pcuHBBMb2R/LtI7/eqS+pzLCYmxqjtUNoVdyyJZh6ttb6nggqt8neAp73p0VqIiMgwtTrJLH9E6fXlPA0hIiIi+h8nfwC/ePFio8Lj6iJv0DW2wchQuoMHD+Lbb79VPFQsXLgwKleujJIlS6JEiRIoX748SpQoAbVajYYNG+LWrVtp2wETNWjQALly5cLr169x8eJF3Lt3T4x0lDeKaJu3PnXDR3R0dJYcsWRnZycaEPft22fUPNe6ZET9MFViYmKaP/vx40fUqlUL169fF685OTmhatWqKF26NLy8vFCmTBlUrFgRDg4O2Lx5c5pGB5tC/vDblGMlb4T8HI2v+sj3ISYmxugRt1lpH7KqrHps5Z0LoqOjzZ5/RmzvS7lmp2buY922bVsMGTIEsbGxOHnyJB4/fowCBQogISEBmzZtApDc0aR1a80Gos/1vZvzvsYU8t84eUcAXerWrYs1a9YAAB4/fow7d+7Ay8srQ8pWuHBhFClSRERmCAwM1HpvYqxjx44pfk+//vrrNOVTsmRJEVHoyZMnBqf6iY2NVTQSe3p6imUvLy+o1WokJSUhNjYWr1+/Fo35usjDwOfNm1d01EypywBw4sQJoztOTZo0SYTDB9If9Uc+ZVDqTqSpOTk5oXXr1lrPvRTy6AGGpn0yRD5tR3x8PCIiIpAnTx4AUHTElU+HoY/8u5B/r7qkbuw3tlMppU+D3N+iqENxBL0+hHuRt6FSqeDlWAp+ueqikL3hqaKIiChtVBz6T1kEG/+JiIiIvhDy0TmpwxqbKnfu3Iq84uPjDc6BJp9nN7W4uDh07dpVNPyXLl0aa9asQeXKlXV+5t27d6YVOh0sLS3Rrl07zJ07FwDEiKsrV66IEXFFixbVOs926nC7r169SlPY3IyWM2dO0fhvzvph7Pys+uoHAKhk/wUb07CvLzS/IRMmTBAN/1ZWVpg3bx569Oihs45/jrooD9v7+PFjoz8nH/0n/14yQ+rQw0+ePDHqwX9W2oesKqseW/n1Tx46XJ/0hHROy/aio6MVjUlfyjU7NXPsu1yOHDnQuHFjbNu2DZIkYceOHRg0aBCOHTsmGmWbNm2qdXoMeVlev35tVGeU2NhYWFtbK671hpjzvsYU8lDlxkQOaNSoEezs7BAVFQUAWLZsGX777bcMK1/btm0xdepUAMn3KzNnzoSrq2ua8lq0aJFYzps3r8FGe11Kly4tGv+NmZ7hzp07okHc1tYWRYoUEe/Z2tqiUKFCooPDjRs3DDb+pzd6gSmOHj2K27dv4/Xr16hYsaLGdFDayO+B0nstvnbtmoiIYG1trWi8f/LkCY4cOYKQkBBYW1vjp59+Mphf6nNSfs0oXbq0WDZ22g1Tvwt5h0crKyvY2NgYtR1Kv6IOXijqkDEdlYiISDu1KuOmtCQyBcP+ExEREX0hKlasKJaNnc/95s2bWL9+PU6ePKl4MFmhQgXREBoXF4dr164ZzEtf6Nl9+/aJxgqVSoUdO3bobfgHlPPmZtQ863Ly0Ma7du0CoBwxpmtkXf78+RUP3Y099jt37sSuXbtw5cqVNIUlNlVa6sfZs2exadMmnD17VjFCr2rVqmL54cOHRoXlNRSaWB6CPaUBRZeIiIg0N/5LkoRVq1aJ9ZEjR6JPnz56O7eEhoYqPp8R5N/PqVOnjPrMkydP8OzZM7H+OafK0CZv3ryKEL8nT5406nOnT58Wy5m9D1lVVj225cuXF8v379836rzs1q0b7O3tUbp0aWzZsiXN27t48aLB9FFRUXB0dIS7uzuqV6+OyMjIL+aanZo59j01+e/e7t27AQB79uwRr3Xt2lVr3uXKlRMNhtHR0UZF6Zk4cSJsbW3h5eWF+fPnG0wPmPe+xhTyEO3ya6wuzs7O6Natm1hfvHix4h7G3Pr06SMaSKOjo/Hzzz+nKZ+TJ0/in3/+Eev9+/dP8xQx8k4DJ06cMJj++PHjYrlmzZpQq5WPH9OTX+3atcWyn58fevfubdRf8eLFxecqV66seE9u+fLl6Nu3LyZMmIAFCxYYLBsABAcHa903IHm6qQ4dOuDrr7/Gxo0bDea1c+dOxb7KG+svXbqEbt264eeff8b06dONCqEvb6x3cnJSdPipUKGC6Kz1+PFjg6P/3717p/ifoVatWga3Lz/HChQoYDA9ERHRl4xh/ymrYOM/ERER0RciICBALB8+fNio0cMjR45Ex44dUbNmTTRt2lS8bmtrCz8/P7Geej5gbdatW6fzvTt37ohlV1dXEVJfl5MnTypGNmobCZ76QXF6VaxYUYyeunjxIp49e4atW7cCSO6woKvxX6VSKY7VypUrDW7r+fPnaNu2LZo1a4YKFSqIcMEZSV4/Nm3aZDC0vCRJ6NWrF9q2bYvq1avjhx9+EO8VKVJEPCSXJAkbNmwwmJehOiQfaWkomsChQ4f0vq9PWFgY3r59K9YNjXJMSEhQPGjXFZUgvfXR399fLN+7d0/RkKFLyjzGQPIIWXnjYGYx9Vz48OGDogFYfhz+lxhTfzLi2Ka33pYpU0aMzk5KSjLYmB8fH4/Dhw8jKioKN2/eNHkEbJ06dcTyvn37DHY2OHDgABITE/H69WuEhYXB0dHxi7lmp2aOfU/tm2++ESOqg4OD8e7dO9H4nydPHtStW1dr3tmzZ1fMPS/vKKfLvn37EBsbi7t372qNJqCNOe9rTCEP2f/ixQvFdEW6jBs3TuxXdHQ0WrdubbAjmzYvXrxQROzQJl++fBgyZIhYnzdvnui0aKyIiAh07NhRdGjLnz8/Bg4caHJ5UzRr1kx04jt+/LjB3/H169eL5SZNmmi837JlS7G8YcMGvR3v3r59i3379mnNr0uXLliyZIlRf/L7gcaNGyvek5NHgQoKCsLLly/17uvr168V18bmzZsr3n/27Bn++usvHDlyxOA1NCYmRhGtoUOHDor3q1WrJjpwfPr0Cdu2bdObHwD8+eefYrlevXqK9xwcHBTTRMm/N202bdqEhIQEAMkdKDw8PAxuX17fM2q6DCIioqxCpTLPH1F6sfGfiIiI6AvRoEEDETY1ISEBPXr0EA/gtNm9ezf+/vtvsd6jRw/F+/LG3oULF+oN97lt2za9DbLyEJ5hYWF6H5S+f/8ePXv2VLym7cF76pHaxjycN6Rz584AkhurZ8yYgXv37gFIHpVWqFAhnZ/r16+fWD506BBWr16tdzsDBw4U8wjb29ujTZs26Sy5YR07doSTkxOA5Afl/fv315t+wYIFuHr1qljXVz8mT56s9zv9/fffFR1AtJGPuNPXsBUVFYXx48frzUuf1OFkDUW1GDduHG7fvi3WddUzeX1MS1308vJSNHT17dtX60jdFNeuXcPMmTPFevfu3c3eISYt5OdCUFCQwYbVfv36if20s7PTaMj4X2FM/cmIY5veeqtWq/H999+L9YkTJyo616S2YMEChIeHA0ieC9rHx8ek7TVs2FCMyo6KisLo0aN1po2Pjxeh0QFlI9mXcM1OzVz7Lpcy5U3KZ2bNmoWQkBAAyb8Z+kaBy0dDz5kzR3xOmx07dog5yh0cHIxulDf3fY2xChUqJBryk5KSxDQx+ri7uysaic+fPw9/f3+TpnHZuXMnKleubFTUgPHjxysiI7Ru3dqojppAcmNrzZo1xXYsLCywfPly2NvbG13W1HLmzIlGjRoBSP6u+vfvr7PBftWqVSKSg4ODAzp27KiRpkGDBqJjyq1btzB79myd2x4yZIjoaFGzZk1FGPyM0Lp1a3EvER8fj+HDh+tMm5iYiO7duyM6OhpA8m996mkCGjZsKJb37NmD+/fv68xv6NCh4n6rQIEC4vxN4e7ujm+++Uasjx8/Xm9HofXr1yvOGW33hvIIITNmzNB5rj9//hwTJ04U63379tW5XbmUawMAVKpUyajPEBERfaks1Elm+SNKr8x/ekRERERERlGr1YrGwMOHD6NBgwYaD+kSExOxcuVKxQPDkiVLajwkb9q0qRhpGBMTg4CAABw5ckSRRpIk/PHHHwYb7FI38HTq1EkRRj4lrwMHDqBixYqKxlZA+5y72bNnV6wbEwbZEHljh3xkVUqnAF18fX0VjRk9e/bEtGnTRGNRipcvX6Jjx46KkVijRo1K81y9pnBycsKkSZPE+urVq9GuXTu8fv1akS4mJgbTp09XjCoMCAhQjPwCksMOp4zQCgsLg6+vL/79919FmoSEBPzyyy96H4yn+Oabb0QY6cjISLRp00ajEfHmzZvw9fUVnTLSInv27Io5bKdOnap1lH1oaCjat2+P6dOnK17XFe5bPpI1rXVx+vTpsLa2BvD/+6qtc8KuXbvg5+cnGhOKFy+erg4R5lSzZk189913Yr13796YPn26RsNyeHg42rVrp4gYMmfOnM9yLmRF8vpz7949rR0/MuLYmqPeDh06VIzgf/r0KerUqaPRWJqUlIRly5ZhxIgR4rWJEyea3GHF0tJS0ai9aNEiDBw4UCOSSUREBFq3bi32ydXVVTGq+Uu4Zqdmrn1PTd6wJ7+HkL+u63OlSpUCkHxd9PPz0xqefceOHYq8hg0bJjqiGWLu+xpjqdVqRbhyY8+NNm3a4LfffhO/ZWfPnkWpUqUwatQonQ26nz59wsaNG8X5LY965O7uroj4IGdra4tdu3ahaNGiAJI773To0AHfffcdLl26pPUzYWFhmDZtGsqUKSPus1QqFebNm4f69evr3K+jR49CpVKJv6NHj2pN9+uvv4rfsF27dqFLly4av5l//PEH+vTpI9bHjBmjNRKEjY0NZsyYIdaHDx+OOXPmICnp/x92x8TEoH///iISh0ql0vjNzghubm6Ka9m6deu0dth79uwZvv32W+zduxdAcr1avny5xnWvVKlSIspGfHw8mjZtqvHb/+7dO/Ts2ROLFy8Wr82fP1+jQyOQfC+R0rErJCQEDRo0UExflLKdmTNnKqb2aN++PXx9fTXya9asmXj93bt3qFu3rkYdu337NurVqyc6JpQqVcrgNSSF/PySR2UhIiL6L1JDMssfUXpZGk5CRERERFnFd999h3Hjxon5X48cOYLixYujRo0aKFKkCN69e4d///1XMWdnzpw5sWXLFq1znq9atQo+Pj54/vw5Xr16ha+//hrlypVD+fLlkZCQgFOnTolwnbly5RINyfL52wGgSpUqaNCgAfbv3w8g+QF+4cKFUaNGDXh4eCAiIgKXL19WlMvZ2Rnv3r0DAI0GaiB5JGu+fPlEaNkmTZqgUaNGiI+Px88//4zChQubfPzy5MmDr7/+WoRLBoBs2bKhVatWBj+7evVq+Pr64urVq0hMTMTYsWMxa9Ys1K5dGzly5MCjR49w5swZ0WALAI0aNcKYMWNMLmdaDR48GJcuXRIhXjdu3IgdO3agZs2ayJ8/P16/fo0LFy4ojnehQoW0TulgY2OD9evXw8/PD5GRkbh79y6qVKmCqlWromTJkvj06ROOHz+OV69eAdBfPwCgYMGC6Ny5s3iIv3//fnh6esLX1xfOzs64e/cuzp49CyB5tFvNmjWNHuWY2k8//SQaiSIjI+Hr64sqVaqgWLFikCQJDx48wIULF8SoRXldjI6OxsePH+Hg4KDIUx65YNmyZXjx4gXc3Nzg7e1tdANUlSpVsHDhQvTu3RtJSUm4dOkSypcvjypVqqBkyZKIj4/H+fPnFY1Ibm5u2Lx5s0Z5MtOqVatw//59XLt2DYmJiRg9ejRmzZqFWrVqIUeOHHj69CmOHz+uaGjt1auXYgT5/xp5/QkPD0e1atXg7e2NhIQExah0cx9bc9RbNzc3bNiwAY0aNUJUVBSuXr2K8uXLo2rVqvDy8kJcXJzitwJI7lBlbMNQap06dcKZM2dEB6358+djzZo18PX1hZubG16+fImjR4+KkcDW1tZYu3atRoP9l3DNTs1c+y5XsWJFlC1bFteuXRMdSapUqaLoJKVNtmzZsGXLFvj6+iI8PByPHz9GrVq1UL58eZQtWxYqlQrnz59XdOYLCAgw+fiZ+77GWA0aNBBTIAQFBRl9fRo6dCjy58+PPn364M2bN/j06RNmzJiBGTNmoEiRImKqjMjISDx58gRXr17VmB5ApVKhR48emDlzpt4pEvLnz4/g4GC0a9dONMjv3LkTO3fuRMGCBVG2bFm4ubkhMjISjx49wsWLFxWN505OTli2bJnZIlkUL14cv/zyC3788UcAwNq1a7F7924EBATAzs4O586dw927d0V6f39/RSN6al26dMHOnTuxa9cuJCUlYciQIZg7dy68vb0RHx+PoKAgEUkESB7lbmo0kbQaP348zp8/L+5rlyxZgg0bNqBOnTpwcXHBo0ePEBwcjPj4eADJ3+ny5csVnUrkFi5ciGrVquHt27e4efMmKlWqhOrVq6Nw4cIICwvD8ePHFR19fv75Z63TJQBA6dKlsWLFCnTt2hWSJOH06dPw8vISUazevXuH4OBgRSfcWrVq6Y0ms2zZMvj4+CA8PBwhISGoXLkyatasiSJFiuDx48c4duyYuG92dHTEhg0btN7rpRYWFiY6izk6OiqmVCAiIvovYsh+yjIkIiIiIsowXbp0kQBIAKQJEyYYTO/r6yvSr1q1Sme6lStXSjly5BBpdf1VrFhRunnzpt5t3rp1SypbtqzefBo2bCht27ZNrJcqVUojn4iICKl69eoGy2RlZSWNGzdO2rVrl3gtX758Wss2b948rXls2LDB5GOWYv369Yq82rRpY/AzKT58+CC1a9dOUqlUevdRrVZL/fv3l+Li4ozOWxtT902SJCkpKUmaOnWqZGtra/C78Pf3l549e6Y3v5MnT0oFCxbUm0+PHj2kBQsWKOqLNlFRUVKTJk305lWuXDnpzp070o8//iheCwoK0shL/pnQ0FCN96dMmSKp1WqDx8DX11cKDQ2V3NzcxGuHDh3SyO/Ro0eSs7Ozxufr168v0qxatUqRry579uyR8ubNa7Bsfn5+0vPnz3XmY2r9kH+P2o6pKYw9F+zs7KTly5frzWvChAkifZcuXdJVLmO/A1O3ayitMd9F8+bNtR6jFy9eKNKZ89ias96eO3dOKlq0qN4yqVQqadiwYVJCQoLechlj2rRpUrZs2fRuL3fu3FrP1xTmumYb+i1Py7U6o/ddbubMmYrPzp8/3+iy3L9/X6pcubLB61WnTp2kT58+aXw+M+5rjBEWFiZZWlpKACRXV1cpMTHR5M8PGjRIcnR0NFjmlD97e3vphx9+kO7cuWPSthITE6UlS5ZIHh4eRm3HyspK6tKli/T06VOj8g8KClJ83tDvw+zZsw3Wz++++05rfUgtNjZW6ty5s968LCwspMmTJxu1L/qYek8eExMj/fDDDwavH+7u7tLWrVsN5nfhwgWD91PZs2eXVq5cadT+7Nq1S8qZM6fBY/fDDz9IsbGxBvO7cuWKVLx4cb355c+fXzpz5oxR5ZMk5T13165djf6cPh4eHpKHh4dZ8qKs4cqVK9KVK1cyuxj0hWB9IVPI68vn+v2ofmCkWf6I0oth/4mIiIi+QN27d0doaChmz56N+vXrw8PDA9myZYOtrS08PT3RqlUrbNmyBefPn0fJkiX15lWiRAlcvHgRK1euRP369ZE3b15YW1vDzc0N33zzDbZu3Yq9e/cqRvhoG6nm4uKC4OBgrF69Gg0aNIC7uzssLS2RLVs25M2bF/7+/vjpp59w9+5dTJ48Gf7+/mL+2adPnyIwMFAjzwEDBmD9+vWoXr06nJ2dYWlpCXd3dzFKOy2+++47RUhiQyH/5RwdHfHXX3/h0qVLGDp0KCpWrIicOXPC0tIS2bNnR8WKFTF48GBcuXIF8+fPT9eoxLRSqVQYM2YMQkJCMHXqVPj6+iJ37tywtraGvb09ihcvjs6dO+PAgQM4cuQI8ubNqzc/b29v3LhxA3PmzIGvry/c3d1hZWWFPHnyoGXLljh8+DBWrFghRoQB2usH8P9hjPfu3YtWrVohf/78sLa2Rq5cueDr64ulS5fi/PnzitHKaTV27FicO3cOPXr0QLFixWBrawtLS0u4uLigYsWK6N69O/bv34+jR4/C09NTMSdvSuQEuQIFCuDMmTNo27Yt8uTJA0tLSzg6Oir221iNGzfG/fv3sWTJEjRu3Bj58+dHtmzZYGNjg2LFiqFLly44cOAAAgMDkSdPnnQdh4ySci5cvHgRgwYNQvny5eHi4gILCwu4uLigdu3amD59Oh4+fIiePXtmdnGzhA0bNmDSpEkoWbIk7OzsYG1tDU9PTzx79kyRzpzH1pz19quvvsKtW7ewevVqNGvWDPnz54eNjQ3s7e1RsmRJ/PDDD7h27Rpmzpypdy55Y40ePRr37t3D+PHjUa1aNbi6usLS0hI5c+aEr68vfv/9d9y9exdff/21zjy+hGu2NubYd7kOHTqIUOTW1tYa84jrU6RIEZw/fx7btm1Du3btUKhQIdjZ2cHW1hZFihRBt27dcOrUKfz555+ws7NL0/4C5r2vMYarq6uYwz48PFxnqHt9n58zZw6ePXuGjRs3okePHqhSpQpcXV1hbW0NOzs7FCxYENWqVcPAgQOxa9cuvHjxAgsXLjT5N06tVqN3794ICQnBrl270LNnT1SoUAE5cuSApaUl7O3tUbhwYTRr1gzz58/Ho0ePsHr1anh4eJi0HWMNHjwY169fx/Dhw1G2bFlkz54d1tbWyJcvH1q1aoV9+/Zh+/btRtUHa2trrFmzBsePH0fXrl1RuHBhUb+8vLzQt29fXLlyBePGjcuQfdHHxsYGCxcuxLVr18S1WL6v/v7+mD9/Pm7fvo0WLVoYzK9y5cq4ceMG5s6dC19fX7i4uMDS0hI5cuRAzZo1MW3aNNy7dw/du3c3qnxNmjRBSEgIfvvtN/j5+SFXrlywsrIS9znDhg3DjRs3sHDhQjFdgz7lypXD1atXsXjxYgQEBCB37tywsrIS5fvtt99w48YNVKtWzajyAcCWLVvEclqjwRAREX1J1CrJLH9E6aWSJIk1iYiIiIgMWrVqlXgg2bJlS8UDPaIJEyZg8uTJAJLnfJbP40xERJnn9u3bosG8efPm2LZtWyaXKGs4duwY6tSpAyC584G+sOhEZJq3b98id+7ciIuLQ4UKFXDp0iWz5JsvXz4AENOC0Zfv6tWrAJI7oBAZwvpCppDXl8/1+1H7yHCz5HM8gM9TKH0MT9BERERERP9J8+fPR2xsLAoXLizmMNXnzJkzYrls2bIZXTzKZJMnT0b27NlRuHBhMZ+vPqwfRERZ09q1a8Vyjx49MrEkWYuvry+qVq2Kc+fOYdOmTfjtt990Rq4hItOsWrUKcXFxAIDhw83TEEJERJTVqcGx1pQ1MOw/ERER0f+o4OBgDB8+HC1atMDcuXP1pg0NDVWEQq9bt25GF48y2d9//43BgwejSZMm2LRpk960p0+fxsGDBwEkhycOCAj4HEUkIiID4uPjsWbNGgCAp6cnGjRokMklylqmTp0KAPj06RNWrFiRyaUh+m9ISkrCggULACR3CG3btm0ml4iIiOjzUKkks/wRpRcb/4mIiIj+R8kbAH799Vds3rwZSUlJGumOHz8OPz8/xMTEAEieA75GjRqfrZyUOeT1Y/jw4QgMDNRII0kSdu/eLeZNBoA2bdpk2DzDRERkPEmSMHz4cDx79gwAMGjQIKjVfAwk9/XXX6N+/foAgN9//13c6xBR2v31118IDQ0FAEyfPp3XHSIi+p9hqU4yyx9ReqkkSWI3EiIiIqL/QfHx8fjqq69w5coV8VqBAgVQtmxZ5MqVCxEREbhz5w7u3Lkj3s+VKxdOnTqFIkWKZEaR6TN6+/YtypQpg+fPn4vXihcvjpIlS8LFxQWvXr3CjRs38OjRI8X7p06dQs6cOTOjyERE//N+/fVXXLp0CdbW1jh37hxu374NAChVqhT+/fdf2NjYZHIJs54HDx6gTJkyiImJwe+//44hQ4ZkdpGIvlgJCQkoWbIk7t+/j+bNm2Pbtm1mzf9zzdlMnw/ncCdTsL6QKeT15XP9ftQ/Ntgs+RzwnWOWfOh/l2VmF4CIiIiIMoeVlRUOHTqEdu3a4ciRIwCAx48f4/Hjx1rTV69eHevWrWPD//+IHDly4Pjx42jdujX+/fdfAMDdu3dx9+5drekbNWqEVatWseGfiCgTqVQqbNy4UfFazpw58ddff7HhX4ciRYpgypQpGDZsGKZMmYLOnTvzt4wojRYvXoz79+8jZ86cmD9/fmYXh4iI6LOyVHHUPmUNjLtERERE9D/Mzc0Nhw8fxpEjR9CzZ0+ULVsWjo6OsLCwgL29PUqUKIHOnTtj7969HPH/P6hIkSI4f/48du7ciQ4dOsDLywsODg5Qq9VwdHRE2bJl0bt3bwQHB+Pvv/+Gm5tbZheZiOh/WvXq1VGsWDFYW1sjT5486NixI86ePYvy5ctndtGytKFDh6Jhw4Z48+YNxo4dm9nFIfoihYWFYfz48VCpVFizZg3y5s2b2UUiIiL6rNQqySx/ROnFkf9EREREBH9/f/j7+2d2MSgLUqvVaNq0KZo2bZrZRSEiIgNq1aqlM0IL6aZSqbB3797MLgbRF83NzQ1v377N7GIQERFlGjbcU1bBxn8iIiIiIiIiIiIiIiIiojSyVDPsP2UNbPwnIiIiIiIiIiIiIiIiIkojNTjyn7IGNv4TEREREREREREREREREaWRpToxs4tABICN/0REREREREREREREREREaaZWceQ/ZQ1s/CciIiIiIiIiIiIiIiIiSiOG/aesgo3/RERERERERERERERERERpxLD/lFWw8Z+IiIiIiIiIiIiIiIiIKI0sGPafsgg2/hMRERERERERERERERERpZGliiP/KWtg4z8RERERERERERERERERURqpOfKfsgg2/hMRERERERERERERERERpZEF2PhPWQMb/4mIiIiIiIiIiIiIiIiI0shSzbD/lDWw8Z+IiIiIiIiIiIiIiIiIKI0sGPafsgg2/hMRERERERERERERERERpZGliiP/KWtg4z8RERERERERERERERERURpZICmzi0AEgI3/RERERERERERERERERERpZqXmyH/KGtj4T0RERERERERERERERESURmpImV0EIgBs/CciIiIiIiIiIiIiIiIiSjMLFcP+U9bAxn8iIiIiIiIiIiIiIiIiojSyUjHsP2UNbPwnIiIiIiIiIiIiIiIiIkojNUf+UxbBxn8iIiIiIiIiIiIiIiIiojTiyH/KKtj4T0RERERERERERERERESURhbgyH/KGtj4T0RERERERERERERERESURmqVlNlFIALAxn8iIiIiIiIiIiIiIiIiojSzViVkdhGIALDxn4iIiIiIiIiIiIiIiIgozdTgyH/KGtj4T0RERERERERERERERESURlYc+U9ZBBv/iYiIiIiIiIiIiIiIiIjSyELFkf//x95dR0dx/X8Df288xCAkBIjgUKy4SxLcoXixBCnQL1q0OIUCBYpDcQgtLqW4E9zdKYTgDiFBQvQ+f+TZ+5vJagRCyvt1Ts6Z3blz587sndnNfK7Ql4HBfyIiIiIiIiIiIiIiIiKiZLJEfFoXgQgAg/9ERERERERERERERERERMnGYf/pS8HgPxERERERERERERERERFRMnHYf/pSMPhPRERERERERERERERERJRM7PlPXwoG/4mIiIiIiIiIiIiIiIiIkskS8WldBCIADP4TERERERERERERERERESWbBTjsP30ZGPwnIiIiIiIiIiIiIiIiIkomG01cWheBCACD/0REREREREREREREREREyWbBYf/pC8HgPxERERERERERERERERFRMrHnP30pGPwnIiIiIiIiIiIiIiIiIkomC41I6yIQAWDwn4iIiIiIiIiIiIiIiIgo2Sw57D99IRj8JyIiIiIiIiIiIiIiIiJKJmsNg//0ZWDwn4iIiIiIiIiIiIiIiIgomSzBYf/py2CR1gUgIiIiIiIiIiIiIiIiIkqvrDUiVf5Swx9//AGNRoMmTZqkSn6UvjD4T0RERERERERfPT8/P2g0Gmg0GgQFBSV5fXrx9u1bhISE6F0XFBQkj9HPz+/zFiyNTZkyBRqNBoULF0ZsbKxZ20RERGD16tXo1KkTypQpA3d3d9ja2sLR0RE5c+ZEhQoVMHDgQOzevdvsPA0RQuDIkSMYOnQoKlWqhFy5csHBwQH29vbw9PREjRo1MHLkSFy5ciVF+zFHeHg4Jk+ejMqVKyNTpkywtbWFj48P6tatixUrViAmJiZJ+YWEhKBfv34oWrQonJyckCFDBuTLlw/t27fHgQMHUqXMV69ehZ2dXZLrdlhYGH7//XfUqlUL2bJlg52dHZydnZEvXz4EBARg586dZueVN29eeX2Z81ekSBGDeR05ciRJeWk0Gvz++++f/FgrVaoEjUaDoUOHmn1eiIiI/issIVLlL6WuX7+OwYMHp8IRUXrFYf+JiIiIiIiIiL4Cq1atQv/+/TF+/HjkyZMnrYvzxbh48aIMVk6fPh1WVsYfl7158wZjx47FwoUL8fbtW5310dHReP/+Pe7du4cTJ07g999/R548eTBy5Ei0b98eGo0mSeXbtWsXfv75Z1y4cEHv+sePH+Px48fYt28fxo4di+rVq+O3335D6dKlk7Qfcxw5cgStWrXC48ePVe8/ePAADx48wM6dOzF9+nSsWrUKefPmNZnf3Llz8dNPPyEqKkr1/u3bt3H79m0sX74c7dq1w9y5c+Ho6JisMsfGxqJDhw46+zDlzz//RM+ePXU+46ioKLx9+xa3b9/Gn3/+CT8/P6xevRoeHh4G84qIiMCdO3eSVX59zp8/n2p5Aal3rDNmzEDZsmUxceJE1K1bF1WqVEnVchIREX3JvoTe1qGhoahbty7evXuX1kWhNMTgPxERERERERHRf1znzp2xZMmStC7GFycuLg6BgYGIjo5G3bp1UbNmTaPpg4OD0aZNGzx9+lT1vre3NwoWLIgsWbIAAJ49e4YzZ84gLCwMQELv9oCAAOzevRtLly6FtbW1ybLFxsaiZ8+emD9/vup9JycnlCtXDlmzZoWFhQUePHiAM2fOyMDtvn37UL58eQwfPhyjRo1KcmMDQ86cOYPatWvjw4cPAAA7OztUq1YN7u7uuHnzJk6cOCHT1ahRA6dOnZLnQ5+5c+fif//7n3zt7u4OPz8/2NjY4NSpU7h16xYAYPny5QgLC8PmzZthYZH0x+q//vorzp07l6Rt5syZg549e8rXNjY2qFixInLmzInIyEicPHkSd+/eBQAcOHAAFStWxMmTJ+Hm5qY3v4sXL0KIhJ58uXLlQq1atUyWwdPT0+A6ZUOQOnXqIEeOHCbzK168uN73U/NYS5cujXbt2uGvv/5CYGCgHHGBiIjoa2CTSr+5kuvw4cNo2bKlzu9U+vow+E9ERERERERE9B9naKj/r92sWbNw4cIFWFhYYOLEiUbTbt26Fc2aNUN0dDQAwNLSEp06dUKvXr1QtGhRnfRxcXEIDg7GqFGjcOzYMQDAihUrYGlpiWXLlhndV3R0NBo2bIjdu3fL94oWLYoxY8agfv36Oo0HPn78iHXr1mHUqFEIDQ1FXFwcfvnlF9y7dw9LlixJcQOAqKgotG7dWgb+fX19sXr1amTNmlWmOX78OFq2bImHDx/i3r17+OGHH7Bp0ya9+V2/fh19+/aVr3v16oXff/8dNjY2ABKmOVi6dCl+/PFHREdHY9u2bZgxYwZ++umnJJX77NmzGDduXJK2uXbtGvr06SNf161bFwsXLlQF44UQWLlyJbp37453797hzp076NKlC/755x+9eSqD9U2bNjU5BL8pyvwmT55sdIoAYz7Fsf76669Yu3Yt7ty5g3HjxmHs2LHJKhsREVF6k1Y9/6OjozFlyhSMHDkyxVNN0X/DlzAKBRERERERERHRF+3AgQMQQkAIgcDAwLQuzicRGBgojzG15lr/kr169QqjRo0CALRo0UJvAF/r+vXr+P7772Xg38PDAydOnMCCBQsMbmdpaYkaNWrg6NGj6Nevn3z/zz//xK5du4yWrV+/fqrAf//+/XH+/Hk0adJE76gBdnZ2aN++PS5duoSWLVvK94OCglIl+Dpv3jzZgMTHxwdbtmxRBf4BoEKFCti1axccHBwAAJs3b5ajASQ2dOhQeS6bNGmCmTNnysA/AGg0GnTq1AkLFiyQ740fP17vNAuGREVFoUOHDkl+CD5mzBjExcXJY9q8ebNOL3yNRoO2bdti9erV8r1Nmzbh7NmzevNUBuuLFSuWpPIkFhsbi6tXrwIAbG1t8c033yQ7r09xrD4+PujSpQuAhIYJ9+7dS3b5iIiI0hNrjUWq/CXF3r17UahQIQwdOhSxsbGwsrLCsGHDPtERUnrB4D8REREREREREX11Jk2ahIiICAAw2aO8W7ducu5UJycnHDx4EKVLlzZ7X1OmTEGNGjXka2MB+U2bNmHOnDny9fDhw/H777/D0tLS5H4cHR2xatUqNGnSRL43ZswYXLp0yeyy6vPHH3/I5aFDh8LJyUlvukKFCql6kiu303r48CG2bNkCICGwPH78eIP7DQgIQMWKFQEAL1++xLp168wu8/Dhw3Ht2jUAQKVKlcza5sOHD7JsADBhwgRYWRkeOLV+/frw9fWVr83p+W9o+H1zXb9+HVFRUQCAwoULGy2fMZ/qWIGE60mj0SAqKgq//vprsspHRESU3lhCkyp/SbF8+XLZQLNQoUI4evSobIRHXy8G/4mIiIiIiIiI6Kvy+vVrGWAvWrQoypUrZzDttm3bcPjwYfl62rRpKFCgQJL3qRzq/ejRo7hz547edKNHj5bLVapUwS+//JKk/VhYWGDp0qXIkiULgITpBwYNGpTk8mpdv34d//77r8xbObKAPm3atJHLW7ZskT38le9pe5sXK1YMBQsWNDu/9evXm1XmI0eOYOrUqQCAmjVrmv0Q/NKlS3JqAycnJ1SpUsXkNlWrVpXL169f11mfuKe+qeM1JbUaEnyKY9XKkycP/Pz8ACSMPnH//v1kl5OIiCi9sIAmVf6SKnPmzJg6dSrOnz+PsmXLfoIjo/SGwX8iIiIiIiKir1RgYCA0Gg00Gg2uXLkCADh37hy6dOmCfPnyIUOGDPDw8EClSpWwYMECnSDeiRMnEBAQgNy5c8POzg6urq6oWrUq5s6di5iYGJ39de7cWe5P2QvamEOHDsltcufODSGE3nQnT55Ez549UbhwYWTKlAl2dnbw9vZG48aNsWTJEr3lSQo/Pz9ZjqCgIJ31OXPmhEajQcaMGeV7e/fuRbt27ZAnTx5kyJABmTJlQqlSpTBq1Cg8f/7crP3Gx8dj06ZN+PHHH1GsWDF4eHjAxsYGzs7OyJEjBxo2bIhZs2bJXumJact88OBB+V7Hjh3l+8pAc1BQkHxfG7gzJCoqCkuXLsV3330HHx8f2Nvbw9nZGQUKFECnTp2wc+dOk8emPKdv3rwBAJw6dQrdunVDgQIF4OjoCGdnZxQtWhQDBgwwGCxPjqVLl+L9+/cAEs6HMbNmzZLL+fPnT/a0D8WKFUPNmjXRokULLFiwQFVXtPbs2aMK7g4ZMgQWFkl/fJcxY0YMHjxYvt69e7cM4Cem/QwS1wctZcOHEiVKIFOmTEb3XbhwYbi6ugIA3rx5gzNnzhjMr3r16iaPRRlwPnDggGw4YMj79+8RGBiI+Ph4ODs7Y/HixSb3oWVpaYmmTZuiXLlyKF26tFnnXjkig75pCZQ99QsVKpTsnvpaqTWFwKc4VqVOnToBSGj8MH/+/GSXk4iIKL2w1limyl9S9OzZE/fv38dPP/2kmkKJvm4p+7VJRERERERERP8ZI0eOxLhx4xAfHy/fi4yMxPPnz3Hs2DGsXr0amzZtgoODAwYNGoSpU6eqgvFRUVE4fPgwDh8+jFWrVmHXrl2wt7eX6wMCArBkyRIAQHBwMJ4+faozb3hiK1askMsdOnSARqPuDRMREYEffvgBa9eu1dn24cOHePjwITZv3oxx48ZhxYoVKF++fNJOSjJ8/PgRnTt3xsqVK1XvR0ZG4ty5czh37hymTZuGP//8UzU8e2JnzpxBQECAHLpcKSYmBm/fvsX9+/exdetWjBkzBmvXroW/v39qH46O3bt3o1OnTnj06JHq/Y8fP+Lt27f4999/sXTpUlSpUgXLly+Hj4+PyTzj4+PRv39/TJs2TaeBx5UrV3DlyhXMmjUL06dPx48//pjiY1AGIxs2bGgw3evXr7F37175unXr1mYNv2/I7t27ja7ftGmTXPby8kKdOnWSva8OHTpg8ODBiI2NhRAC69evx9ChQ5Ocj7ZhEJAQvDZHwYIFcfToUQAJPcy1Q/cnJ78CBQrAwsIC8fHxiIyMxK1bt4zOcz9w4EA5/O2UKVPg7e1tVpkBoEyZMtiwYYPZ6QHg/PnzctnDw0Nnvb6e+iEhIdi7dy9u376NuLg4ZMuWDb6+vihTpozOPc5UfvHx8Th06BCOHz+Op0+fwsHBAXny5EHdunWRPXt2g/l8imNVqlu3rvzcFi1ahF9++SXFDR/o/0THvYVALGwtjTfGISKizyc5vfZTKinTUNHXg7+4iIiIiIiIiAhjx46VAXRvb2+UK1cOdnZ2OHTokByyOTg4GGPGjEF0dDRmzpwJAPj2229RvHhxREZGYv/+/Xj16hWAhN69w4YNk0NvAwlDmOfKlQuhoaGIj4/HmjVrVPODJxYdHS3n+NZoNOjQoYNq/evXr+Hv76+az7xAgQIoWbIkbGxscOfOHRw/fhyxsbG4c+cO/P39sWnTJtSqVSsVzph+Qgi0adMGGzduBADkzp0bZcuWhZWVFc6fPy+H/3779i1atWqFixcv6g1knj17Fv7+/rJHv6WlJcqWLYu8efPCxsYGz58/x4kTJ/DixQsACfOhN2rUCNevX4eXl5fMp1u3bgCAzZs348mTJwASetxrh61P6gPDVatWoW3btjJAr9FoUKpUKRQsWBAxMTE4deqU7KF/+PBhlC1bFsHBwSaHOu/Xrx+WLVsGAMiePTsqVqyIDBky4Pr16zh9+jSAhPrQo0cP5M+f36we44ZcvHgRt27dAgDkzZsXefPmNZh23759qp7m9erVS/Z+zaEcoaFixYomA8HGuLm5oXTp0jhx4gSAhJEokhP8v3v3rlzOlSuXWdso62BoaGiK8rOxsYG7uzuePXsm8zMU/N+zZw/mzp0LAKhTp84nn/P28ePH2LFjh3ytr3GRMlhvYWGB2rVrG2wE8u2332LGjBlGR964ePGiXD59+jTatWuHBw8e6KSzsLBAhw4dMGnSJLi7u5txNMaZc6xKmTNnRqlSpXD69Gk8f/4chw8f/iyNk/7rIqJDcOnlFDyPPAFAIJNtERTJ3Afu9gz+EBGlNWsNQ670ZWBNJCIiIiIiIiKsXbsWlpaWmDp1Knr06CF7N8fExKB169b4+++/AQBTp05FfHw83NzcsHz5ctSuXVvm8f79e7Rs2RLbt28HACxcuBATJkyAra0tgIRAcfv27TFmzBgAwMqVK40G/7dv346wsDAAQOXKlZE7d27V+sDAQBn4z5kzJxYvXoxq1aqp0jx48ADdu3fH9u3b8fHjR3z//fe4ePGiKjiZmiIiIrBx40ZkzpwZ8+fPR7NmzVTr16xZg4CAAERFRSE6OhoTJkyQQW8tIQS6desmA/8lS5bE33//jRw5cqjSxcTEYM6cOejXrx+EEHj37h3mzZuHX3/9VaaZN28eAODGjRsy+B8QEJCsoevPnTuHgIAAGfgvUaIEgoKC8O2336rSbdiwAV26dMGbN2/w7NkzfPfddzhz5gwcHR0N5r1s2TLY29tj+vTp6Ny5s6p3fXBwMJo1a4awsDAIITBmzJgUBf+3bdsmlytXrmw0rTJwa2trizJlyiR7v6Z8+PBBNg4BUqcnV6lSpWTwX9njPim0QXfAdG9vLWWw+eXLl3I5MjJSNVx8UvLTlkOZn1J4eLgcat7FxQWLFi0yK++UGDx4sJwOxcbGBo0bN9ZJo6xDpqYguHTpEmrUqIFZs2bpHeHiwYMHsoEVAAwYMMBgXvHx8QgKCsLBgwexY8cO2eAnucw51sQqV64sG+9s3bqVwf8U+hj7Cocf/YCo+DD5XljUFRx90gO+nkHIZGu8kRUREX1aFln1T7FE9LklfdIwIiIiIiIiIvpPGjt2LHr37q0KvFpbW2P69OmyB7J2SoANGzaoAv8A4ODggCVLlsjt3717pwp8AVD13j916pQcnlsf5ZD/iYPVO3bswJYtWwAkBBAPHz6sE/gHEkYx2Lx5M+rWrQsgYbSAcePGGdxnatBoNNi8ebNO4B8AWrVqpQrYbd26VSfNsWPHcPbsWQAJQbYNGzboBP6BhM+mb9++aNu2rXzvwIEDqXAE+g0ZMgQxMTEAEoZrP3jwoE7gHwCaNWuG/fv3w87ODgBw8+ZNzJ4922T+S5YsQdeuXXWG1ff398ekSZPk6yNHjuDNmzfJPg7tcPQAULRoUaNpb9++LZc9PDzMmhc9uV68eKGa8iBbtmwpzjNnzpyq/N+/f6+TRggh/0aPHq2zXhmsV07jYYyyoUdERITevFIjP6XevXvj4cOHAIDp06fD09PTrLyTKygoCMuXL5evu3btqnefyp76QEKDjNWrV+Phw4f4+PEj7ty5g5kzZ8rPOy4uDj169JD3N6XE91MLCwt07twZx48fR3h4OCIiInDixAnVdRQaGooGDRqk6Jox91gTU15fyuuOkic0Yr0q8K8VL6Jx680yPVsQERHR14g9/4mIiIiIiIgILi4u+Omnn/Su8/b2Rp48eWQgtEqVKqhataretB4eHsibNy9u3rwJAHj48CHKlSsn1+fJkweVKlWSgaBVq1Zh+PDhOvlERETIwHiGDBnQokUL1foZM2bI5SFDhhjtyW9paYnff/9dDlkdFBSEKVOmIEOGDAa3SYlatWqp5jhPrFmzZrIBwuvXrxEeHg4XFxe5/uXLl6hWrRpCQ0NRtmxZVQBXHz8/PxmYU/YKTk23b99WDVU+d+5cODk5GUxfokQJDBo0SI7yMGPGDAwePNjgMPbffPMNWrdubTC/pk2bomvXrhBCID4+Hvfu3UPGjBmTdSxnzpyRy6aC/+Hh4XLZ3F7qvXr1ko0kjMmfPz/69esnX79+/Vq1XlknksvZ2Vn1+u3bt3BwcEhSHlFRUXLZ3GC9tbW1XFaeC2VeqZGf1qZNm/Dnn38CAOrXr5+skS2SYteuXXJKDQDIkSOHrOtKiXvqd+vWDbNnz4aV1f89ks2VKxd69eqFVq1aoWbNmrh06RKEEOjSpQtCQ0NV9yll8N/Ozk7vNCblypVDuXLl0KBBAzRt2hSxsbG4ffs2RowYgVmzZn2yY9VH2TjowoULiIuL02nck5ixe/mTJ0/g5uammurla/LY9pjBp/lPI87h0rP0d1601/PX+plS0rC+UFIo60tMTIzqtwTRfx2D/0RERERERESEihUryp7a+nh4eMjgv6+vr9G8MmfOLJe1Q9crBQQEmAz+b9iwAR8/fgQAfPfdd6pAc3R0tGpu9Dp16hgtD5DQUz1nzpy4e/cuPn78iBMnTugdKSA1mBqSPvE85+/evVMFehs3bmzWkNpaym21w3Kntr1798rlfPnyGWz8odS1a1cZJHz69CmuXr2KIkWK6E1r6rNwdXWFs7OzDMbrq1fmePfuHZ4/fy5f582b12h67UgXAMx+aLxw4UKdILc+vr6+quB/4l755gbGjVGWH4BqZAFzKYO1pgK3SckrNfIDEhrLdO3aFQCQKVMmLFiwIMV5GrN7925899138lqztbXF2rVrkSlTJp20bm5u2L9/P0JCQhAWFoZ+/foZPOYsWbJgw4YNKFSoEGJiYvD8+XMsXboUPXr0kGkCAgJQrFgx3LlzB/nz59cJ/Cs1bNgQI0aMwKhRowAk1MtffvkFrq6un+RY9cmXL59cjoqKwsOHD/WOYkLmsRTOyVpHREREXxcG/4mIiIiIiIgIuXPnNrpe2VPV1HDPyiCpvmBjy5Yt0bt3b3z8+BHXrl3DxYsXUaxYMVUa5RDTAQEBqnUXL16UDQMAYMKECUYbLmgpA7KXL1/+ZMF/UwHlxL2xY2Njk5T/q1evcOPGDVy6dAnHjx/Hrl275LrEwd7Ucv78eblsbFQDJU9PT9ngQpuHoeC/qXMGQBX8T+o503rw4IHqtanRA5SfVXIbHJgr8UgKylEHkissTD1EuLHRGgxRjhRg7nlX9s63tbXVm1dq5AcA3bt3lw06ZsyYgezZs5uVZ3KsX78ebdu2lcFwKysrrFq1CmXLltWb3t7eHv7+/mbPdZ83b140a9YMq1evBgBs375dFfz38fGBj4+P2eXt27cvxo8fj6ioKERFRWHfvn06o6gYktRj1cfJyQkWFhbyvmRO8F87dYM+2lEB9E038jV4GdkJhx4f0buuUNY2yOWc/s6Ltgf31/qZUtKwvlBSKOsLe/3T14bBfyIiIiIiIiJK0hDq5gTajXFxcUHjxo2xZs0aAMDKlStVwf/Hjx/Lueu9vLx0etI/e/ZM9XrZsqTPdfyphscHdIP7iSWeN95Yb+yQkBD8/fffOH36NG7duoU7d+4YnPPcVF4p8fLlS7mclOCjl5eXDP4r80jM1DkD1OctuceZeM55U/tVHqv2OExRNkxJbPTo0fjll1/0rvP29la9fvHihVn7M+bJkydy2dXVFY6OjknOQ7mNuQ0glOmUDQ4S7z+l+a1YsQIbNmwAADRq1Ajt27c3K7/kmDZtGgYMGCAD2VZWVlixYgW+++67VN1PtWrVZPD/4sWLKcrL2dkZpUqVwrFjx2R+5gT/U+tYNRoNnJ2d8ebNGwC61x8ljZt9CRR27YWrr+cA+L+GXjmcmiCnU+rWQyIiIkq/LEwnISIiIiIiIqL/OmXP/s9B2Zt/9erVqmDuqlWrZNCpffv2OsHy1OgR/SmDUKkxlPmbN2/Qtm1b5MuXD4MGDcK6detw4cIFVeDf0tISZcuWRdOmTVO8P1OU+03KnPHKtImHtVdKjXNmjsTz15var7J3YUREBEJDQz9Z2VxdXVUNAE6fPp3iPE+dOiWXixYtmqw8lNN4GGvAoaRsuODh4SGXLS0tVdNUpCS/x48fo1evXgASzt38+fPNyiup4uLi0LNnT/Tr10/el2xtbbFhwwa0bNky1fenrAPmnp/Uyu9THKuywYexhjFkngKZOqGOzxYUzdwfhV17obrXWpTKMgoajSati0ZERERfCAb/iYiIiIiIiOizq1WrFrJmzQoAuH//Po4ePSrXrVixQi4nHvIfADJkyCCXPTw8IIRI8t+0adM+4dGlzLt371ClShWsXLlSNopwdnZGjRo10KdPH/zxxx84dOgQ3rx5g5MnT6JVq1afvEzKAJ6xIH5iykYWys8trdjb28tl7XDmxtSoUUP1evfu3aleJiXlHO7BwcEpGsnhzZs3qukaEh+LuQoWLCiXE0+bYIhy6PacOXOmKL+oqChV8F+b3+7du+W0Bq9fv0a2bNmg0Wj0/nXs2FFuf/DgQdU67Sgj+kRGRqJJkyaYM2eOfM/FxQW7du1Co0aNTJY9OZRTd9jY2Hy2/D7VsSoD/srrj5Ivg3V25MvYDgUydYKLbb60Lg4RERF9YRj8JyIiIiIiIqLPztLSEm3btpWvtUN337lzRwYsy5UrhwIFCuhsq+yJ/Pr162TP//6lGjVqFK5cuQIAsLa2xty5c/Hy5Uvs2bMH06dPx48//ogqVarIgLx2SO1Pyd3dXS7fv3/f7O3u3bsnl7WNPdKScsj4uLg4REZGGk3v5eWFihUrytcLFy78ZGUDgNatW8vl0NBQ7NixI9l5LVq0SNXAoVmzZsnKp3DhwnL56tWrZm1z/fp1uZx4xIGk5nfz5k0ZwLa3t0eePHnMKkNKvX37FrVr18bWrVvle56enjh8+DB8fX3NyuPAgQOYN28exowZgy1btpi1zePHj+Wy8pr58OEDVq5cienTp2Po0KF4+vRpivJTSo1jNUTZWEh5/RERERHRp/F5x/QjIiIiIiIiIvr/AgICMGXKFADAli1bMG3aNGzevFmuDwwM1LtdsWLFYGFhgfj4eMTExODs2bMoV66cyf2tWLECGTNmRM6cOZE7d+4vsheqEAJLly6VrwcPHozu3bsb3UY5FH1KeoobU6JECbmsnT/clAcPHuDRo0fytbLHd1rx8vKCRqOR5+nRo0fImzev0W1++uknecxnz57F2rVrP8lw7wBQvXp1FC5cWAbFR40ahZo1a8La2jpJ+bx69QpTp06Vr2vVqpXs81+hQgW5fObMGURFRcHW1tZg+itXruD169cAEqZ9KFmypE5+ixcvBgAcOXLE5P4PHToklytXriynASlQoAC6detm1jHcvHlT9vDPli2bqid79uzZddJHRkaiXr16qvIVKVIEO3bsgJeXl1n7BBIai6xcuRJAwmfQsGFDk9scPnxYLivPvYWFBTp06IC4uDgACY0qvv/+e6N5ffjwAWfPntWbn1ZqHas+YWFhqgY2Pj4+KcqPiIiIiExj8J+IiIiIiIiI0kTRokVRokQJnD9/HiEhIbh69arsHWtra2twOHsXFxeUKlVKzom+ePFik8H/s2fPol27dvL11q1bUb9+/VQ6ktTz4sULOZQ5oD9YpxQbG4t//vlHvtYGBhPTBkyTq1q1anL51q1bOHToEKpWrWp0m0WLFsnlzJkzo1ixYikqQ2pwcHCAp6enHJb+3r17JoP/zZo1Q8WKFWUDgO7du6N48eLInz9/kvYdHR2Nc+fOGU2j0WgwZcoU1KlTB0BCsH3w4MGqQL4p8fHx6Ny5M548eQIgYZSN3377LUllVcqTJw+KBB0fHAAAjG5JREFUFy+OCxcu4MOHD9i4caNqhILElNN21KlTR2eo+SZNmqB79+6IjY3FoUOH8PDhQ6NBZmV+yqB9hQoVTF4fWkFBQTL4nz9/fsybN89o+sDAQFUwvGLFiti6dSsyZcpk1v6U22mD/8HBwXj69KnRETCeP3+OdevWyddNmzaVy3Z2dihRogTOnDkDAFi1apXJ4P/ixYvlsPtZsmRBpUqVdNKk1rHqoxz5Q3vtEREREdGnxWH/iYiIiIiIiCjNdOjQQS7/+eefstdro0aNjAafevToIZeXLFmCffv2GUwbExODnj17ytfe3t6qudW/JIl7VF++fNlo+hEjRuDGjRvytaF57JU9x82Z6z6xAgUKoHr16vL1jz/+iLdv3xpMf/nyZUyePFm+7tSpU4obIKQWZU/0ixcvmkyv0WiwZMkSZMyYEUBCb+aqVauqemibcvHiRVStWtWsod9r166tGu1h2rRp6NOnj2rudkMiIyPRvHlzbNq0Sb73888/q0ZuSI6AgAC5PHToULx69UpvuqtXr2LmzJny9Y8//qiTJnPmzLLhTWxsLHr27GlwxIqlS5fixIkTAABHR0dVA55PZfHixVi7dq18XbFiRezevTtZwfCWLVvKazomJgYDBw40mDYuLg6dOnWSPeULFCigM1KA8n65ZcsW7N2712B+N2/exPDhw+Xr3r176zTESM1j1Ud5fZUoUQIajSZV8iUiIiIiw76M/7qIiIiIiIiI6KvUpk0bWFklDEw4ffp0xMTEAFAHGw1tV7p0aQAJQbOGDRti4cKFOgHSkJAQNGjQQAYQAWD8+PFJHkb9c3FxcVHNiT5u3DjVsOdaoaGhaNOmjU6P7nfv3unNVxu4BqAaBjwpfvvtNxk8vHbtGnx9ffU2Tti0aRP8/f1lEDN//vwYOXJksvb5KSjnMDf3XBQoUAD//POPnLP82bNn8PX1xffff49jx47pDV7HxcVh//79aNeuHUqWLImTJ0/KdTY2Nvjuu+8M7m/mzJmqwO/MmTNRsmRJbNu2DbGxsTrpIyMjsXLlShQqVAgbN26U77du3Rpjx441emwajUb+jR49Wm+a//3vf8iXLx+AhLpXu3Zt3LlzR5XmxIkTqFOnDj58+AAgYZh7ZYMRpUmTJsm6tGnTJgQEBOjU3SVLlqgaQQwdOlRVjz+F8PBw9O/fX7728vLCpk2b4ODgkKz83N3dMWjQIPl6+fLlehvOPHr0CA0bNsS2bdsAJIzUsXDhQp0GM127dlWNVNG8eXNs2LBBZ787duyAr68vIiIiAACFCxfWaXiQ2seqj/L68vf3T7V8iYiIyLCcOXNCCAEhhGqEMPp6cNh/IiIiIiIiIkozWbJkQd26dbFlyxbZIz1r1qxy2HNDrK2tsX79elSpUgUPHjxAZGQkunbtilGjRqFSpUrIkCED7ty5gxMnTqiCpd27d/8svYdTYvjw4XI477dv38LX1xelS5dGvnz5IIRASEgIzpw5IwPOGTNmxJs3bwAkBIHfvXsHR0dHVZ7KIeoXLFiAJ0+ewN3dHRUrVkTnzp3NKlfp0qUxZ84cdOvWDfHx8Th//jyKFSuG0qVLo2DBgoiJicHp06dx+/ZtuY27uzvWrl2rU560VKdOHRn01A4Fbw5fX18cPXoUrVu3xrVr1yCEwOrVq7F69Wq4u7ujRIkSyJYtG2JjY/Hw4UNcu3YNL1680MmnatWqmD9/Pr755huD+7K2tsbff/+Nvn37Ys6cOQASelE3aNAAGTNmRNmyZZE1a1bExsbi8ePHOHXqlAy6AwnB4wEDBmDChAmp0tvaxsYGS5YsQa1atRAZGYmzZ8+iQIEC8Pf3h6enJ/799185LQIAZMuWDUuXLjWYX/78+TFhwgT5Ofz111/YvHkzqlevjgwZMuDUqVP4999/Zfpq1aqpguifyty5cxEeHi5fZ8+eXdV73pTMmTNj3LhxqvdGjhyJ06dPY+fOnQCAefPmYdWqVfDz84Orqyvu3buHw4cPy4ZPGo0GCxcuRJUqVXTyt7W1xcaNG1GlShW8efMG4eHhaN68OQoUKIAyZcpACIGzZ8+qRgPx8fHBtm3bdHr9f4pjTWz//v1y2dQ9nYiIiIhSB4P/RERERERERJSmOnTooBoOvW3btrC0tDS5XY4cOXD69Gl06NABu3fvBgA8efIE69ev10lrY2ODESNGYNiwYalX8E+kdevWCAkJwciRI+VIBmfOnJFzfSv5+voiKCgIZcuWlYHmEydOoEaNGqp0P/zwA2bPni0bCWjP96NHj8wO/gNAly5dkDVrVnTr1g2PHz+GEAKnT5/G6dOnddL6+/tjxYoVyJYtm9n5fw6FChVCsWLFcPHiRTx+/BiXLl3Ct99+a9a2RYsWxYULFzB79mxMnz4d9+/fBwC8ePFC1kF9LCws0KBBA/Tt29fsHtBWVlaYPXs2mjZtip9//lme4zdv3hjdl7+/P8aPH4/y5cubtR9zVa5cGdu2bUPbtm3x5MkTxMbGYs+ePTrpChcujI0bNyJ79uxG8+vXrx8sLCwwZMgQfPz4EeHh4fj777910n333XdYvny5WfeElFq3bp3q9alTp3Dq1Cmzt8+RI4dOQNzKygr//PMP+vXrh7lz50IIgfDwcNXUDFoeHh6YM2cOmjVrZnAfRYoUwbFjx9C6dWtcunQJQMIQ/zdv3tRJW716dSxevBg5cuTQWfcpjlXp0aNHuHr1KgAgV65cqFChgtl5ExEREVHycdh/IiIiIiIiIkpTDRs2VA3nbWrIfyUPDw/s2rULhw4dwv/+9z8ULlwYmTJlgpWVFTJlyoTy5ctj2LBhcv7r9DLn9LBhw3Dq1Cl07twZ+fLlg729PaysrODq6ooSJUqgU6dO2LlzJw4cOICcOXOiXr16cts///xTJz8fHx+cOHECrVu3RrZs2WBlZQUnJyfExcUluWwNGjTA7du3MW/ePDRo0ADe3t6ws7ODra0t8uXLh4CAAOzatQv79+//4gL/WoGBgXJZX2MRY6ytrfHTTz/hzp072LNnD/r16wdfX19ky5YN9vb2sLGxQfbs2VG8eHG0b98eQUFBuH//vpwOIamqVauGU6dO4fjx4xgwYAAqV66MLFmywMbGBra2tsiWLRuqV6+OUaNG4dKlS9i/f3+qB/61/P39cePGDUyePBmVKlWCu7s7rKys4Obmhho1amD+/Pk4d+6cnCLAlL59++LKlSsYOHAgihYtChcXF9jY2MDLywstWrTAjh078PfffyNDhgyf5HgSU/aYT022traYM2cOLl++jD59+qBYsWKqY61WrRpmzZqFGzduGA38axUsWBDnz5/H2rVr0aJFC+TIkQP29vZwdHREvnz50KFDB2zfvh179+7VG/gHPt2xaimvqw4dOqSbey8RERFReqcR+iYlIyIiIiIiIiL6TN68eYOsWbMiKioKJUuWTPac9ETmioiIgLe3NyIiIpAnTx7VVAVElHJly5bF6dOnYWtri3v37sHDwyPFeXp5eQEAHj58mOK86MugHb3C3NFX6OvG+kJJoawv/P6grw17/hMRERERERFRmlq3bh2ioqIAIElD0BMll7OzM7p37w4ACAkJwd69e9O4RET/HefOnZPTVHTo0CFVAv9EREREZB4G/4mIiIiIiIgoTS1atAgA4OjoiHbt2qVxaehrMWjQIDg7OwMApk+fnraFIfoPmTFjBgDAzs4OI0aMSOPSEBEREX1dGPwnIiIiIiIiojQzbdo0nDp1CkBCr39tMJboU8ucOTOGDBkCANi+fTsuXLiQtgUi+g8IDQ3FqlWrAAC9evWCt7d3GpeIiIiI6OvC4D8RERERERERfTZ//vknWrRogY4dO6JUqVLo168fACBLliwYPnx4GpeOvjb9+/dHoUKFIITAqFGj0ro4ROnemDFjEBMTAx8fH15TRERERGnAKq0LQERERERERERfD3t7e6xfv17nveXLl8PNzS2NSkVfK2trayxevBhVqlTB5s2bceDAAfj5+aV1sYjSpQsXLuDPP/+ERqPBggUL4ODgkNZFIiIiIvrqsOc/EREREREREX02xYoVQ+HChWFrawt3d3c0btwYR48eRc2aNdO6aPSVKl++PH799VcACcOUx8bGpnGJiNKnXr16IT4+HgMGDEDt2rXTujhEREREXyX2/CciIiIiIiKizyZ//vy4cuVKWheDSGXw4MEYPHhwWheDKF07fPhwWheBiIiI6KvHnv9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERERERERERERERERERE6RyD/0REREREREREREREREREROkcg/9ERERERERERERERERERETpHIP/RERE6dD58+cNrsuZMyc0Gg00Gg0OHDjw+QqVigIDA+UxjB49+rPu29i5pZR7+/YtQkJC9K4LCgqSn7ufn5/O+rSsF1+7/8J95VPx8/OT5yYoKCiti5Nu8F7732PqHk5ftwMHDsj6kTNnzrQujl4nT56EtbU17O3tERoaatY2cXFx2LNnD3766Sf4+voie/bsyJAhA2xtbeHp6YnixYujS5cuWLNmDcLDw1Ncxhs3bmDKlCmoXbs28ufPj4wZM8LGxgbu7u4oX748evXqhf379yM+Pj7F+zImLi4OK1euRP369ZE1a1bY2toia9asqFChAqZMmYJXr14lKb/w8HBMnjwZlStXRqZMmWBrawsfHx/UrVsXK1asQExMTJLyCwkJQb9+/VC0aFE4OTkhQ4YMyJcvH9q3b5/k3zGvX7/GpEmT4OvrCzc3N9jY2MDLywu+vr6YOXMmXr58maT8DBkxYkSyfk+cP38evXr1QvHixeHq6irrQ7ly5TB06FDcu3cvSeXYtWsX2rdvj9y5cyNDhgxwdHRE0aJF0adPH1y9etXk9gsWLIBGo0H+/Pnx/v37JO2biIiIiFIHg/9ERETpyJMnT9CmTRs0bdo0rYvyn/Pvv/+iVq1a+Omnn9K6KP9Zq1atQoECBXD48OG0LgoRpZHw8HD06tULZcqUSeuiEBFJ7969Q7t27RAbG4t+/fohV65cRtPHxcVhzpw5yJMnD2rVqoXp06fj0KFDePLkCSIjIxEdHY3Hjx/j4sWLWLx4MVq3bo0cOXLgl19+wbt375JcvuvXr6Np06YoWLAgBgwYgN27d+PWrVsIDw9HTEwMXr58iZMnT2L27NmoXr06ChUqhDVr1iT3dBj15MkTVKpUCW3btsX27dvx7NkzREdH49mzZzhx4gQGDBiAwoULY9euXWbld+TIERQqVAiDBg3C0aNH8ebNG0RHR+PBgwfYuXMn2rVrh4oVK+L27dtm5Td37lwULlwY06ZNw5UrV/Du3TtERkbi9u3bWL58Ofz9/dG+fXuzPodNmzYhf/78GDx4MA4dOoRXr14hJiYGjx49wqFDh9CnTx/kz58ff/31l1llM+T06dOYMGFCkrZ5+/Yt2rdvj5IlS2L27Nm4ePEiwsLCZH04deoUJkyYgHz58mHcuHEQQhjN78WLF6hZsybq1KmD5cuXIzQ0FJGRkXj//j2uXLmCmTNn4ttvv0WvXr0QFRVlMJ8uXbqgePHiuHXrFv+vIiIiIkojVmldACIiIjLPtWvXUL58ebx9+xY5cuRI6+L8p+zbtw/16tVDdHQ0fH1907o4/0mdO3fGkiVL0roYRJSGXr58iSJFiuDZs2dpXRQiIpUhQ4bg9u3b8PDwwM8//2w07YMHD9CsWTOcPn1a9b6LiwtKliwJd3d3ODg44Pnz57h69Sru3r0LIKHx0+jRo7Fx40bs2LED2bJlM6tsS5YsQffu3VW9362srFCmTBl4e3vDwcEBL168wJkzZ/D06VMAwM2bN9G6dWusXr0ay5Ytg7OzcxLOhmHh4eHw8/PDv//+CwDQaDSoWLEi8uXLh6dPn2L//v2yIUCjRo2wd+9eVKlSxWB+Z86cQe3atfHhwwcAgJ2dHapVqwZ3d3fcvHkTJ06ckOlq1KiBU6dOIUuWLAbzmzt3Lv73v//J1+7u7vDz84ONjQ1OnTqFW7duAQCWL1+OsLAwbN68GRYW+vtFbdiwAa1atUJcXBwAwNbWFlWrVoW3tzdevnyJgwcPIjw8HGFhYejQoQMiIyPRtWvXJJzNBB8/fkSHDh3kfszdpl69ejhy5Ih8z8PDA5UqVULGjBnx+PFjHD58GO/fv0dMTAyGDx+OZ8+eYebMmXrze/bsGSpUqKAa8cLV1RV+fn5wcnLCtWvXcObMGcTHx2P27Nm4cuUKtm/fDnt7e528LCwsMGXKFFSvXh0LFy5Es2bNULt27SScESIiIiJKKfb8JyIiSieeP3+Ot2/fpnUx/pMePHiA6OjotC7Gf5qhof6J6Ovx7t07Bv6J6Itz7tw5/PHHHwAShl53cnIymPbOnTuoWLGiKvBfvXp17Nu3Dy9fvsT+/fuxZs0aLFmyBFu3bkVoaCguX76Mtm3bQqPRAAAuXrwIf39/fPz40WTZfvnlF3Tu3FkG/rNkyYLp06fj5cuXOHbsmNzXli1b8PjxY+zfvx9Vq1aV2//zzz/w8/PD69evk3VuEuvZs6cM/Ht5eeHkyZM4cuQIli5dih07diA0NFQG+6Ojo9GqVSsZ2E8sKioKrVu3lut9fX0RGhqKbdu2ISgoCMePH8exY8fg5eUFALh37x5++OEHg2W7fv06+vbtK1/36tULDx8+xNq1a7F8+XLcvHkTixcvho2NDQBg27ZtmDFjht68njx5gs6dO8uAfLVq1RAaGordu3dj8eLF2LRpEx48eIB27drJbXr06CHPTVIMGTIEN27cSNI2Y8aMkYF/KysrTJkyBQ8fPsSGDRuwePFi7NixAw8ePEBgYKDcZtasWfjnn3/05teqVStV4H/o0KF49OgRNmzYgKCgIJw6dQrHjh2Dj48PgIRpPHr37m2wfNWqVUPdunUBJNQZYyMFEBEREVHqY/CfiIiIiL4IgYGBEEJACMF55YmIiP5D/Pz85He8tif8l6JXr16Ij4+Ht7e30Z7bHz58QJMmTfDw4UMACUHXJUuWYO/evahWrRqsrPQPrlmkSBEsX74ca9euhbW1NYCEnvm//PKL0XKtX78eo0ePlq+rV6+O69evo0+fPnBxcdFJr9Fo4O/vjwMHDmDSpEmyscH58+fRunXrJPUs1+fChQtYsWIFgITe3Zs3b9aZwiV79uzYvn07ihYtCiAhiG6ot/m8efNk41AfHx9s2bIFWbNmVaWpUKECdu3aBQcHBwDA5s2b5WgAiQ0dOlQ25m3SpAlmzpwpA/1Awvnp1KkTFixYIN8bP3683sbV06dPR3h4OAAgf/782Lp1q85IDU5OTli2bBkqV64MAIiNjTV4rIYcOnTIYAMEQ8LCwjBt2jRVWfv166dT/zJlyoSlS5eiefPm8r2RI0fq5Ld582YcPHhQvp40aRLGjRsHOzs7Vbry5cvj4MGDyJQpEwBg0aJFOHXqlMFyauv37du3VeWllHkS+gwLBy9Hp0J90cKjM1p5dkXPcj/jn9k78D5Cf0MbIiIi+vow+E9ERERERERERF+dHTt24NixYwASem5rg/P6TJgwAZcvX5avly1bho4dO5q9r+bNm6uCrzNmzDA4qtfDhw/RqVMn+drPzw87d+6Eq6uryf1oNBoMHDgQv//+u3xvz549mDdvntll1Wfu3Lly3viWLVuiRIkSetM5OjpiypQpqu300Y62ACQE7g2NuFCoUCH06dNH73ZaDx8+xJYtWwAkHP/48eMNHkdAQAAqVqwIIGE6mnXr1umkWbVqlVwePHiw3uHtgYRGEF26dJGvDx8+bHC/ib179042fHV1dUXBggXN2m7z5s1y1IjcuXPjxx9/NJp+0qRJcvny5cs6o3EtXbpULpctWxYDBw40mFfOnDkxdOhQ+Vr5OSdWpkwZOQrE5MmTOYJdCoU9e4ORTSYiMF8vrJ28CQ9uPMKbFxF4/SQMN0+HYE7vJfjeqxsWDvorxQ19iIiIKP1j8J+IiIiIiIiIiL46Y8aMAZDQi185RHpiL1++VAU627VrhzZt2iR5f4MGDYKHhwcAIDIyUm/gGQB+//13GSzNlCkTVq9ebXBkAUP69euHWrVqydcjR440OAS/KUIIbN68Wb5u3bq10fQ1atRAlixZAAD379/X6SF+/fp1OUS+hYUFWrZsaTQ/5bnesmWLznRdW7ZskQHPYsWKmQykK/Nbv369al1UVBTatm2LRo0aIW/evKhXr57RvJSjFTx58sRoWqV+/frJofZnzpwpz5cpx48fl8t16tSBhYXxR7u5cuWCt7e3fH39+nXV+uDgYLlsbOQLLeVnv3XrVqND+msbRrx+/RqzZ882mTfp9+zeC/SuMBTHN59BfLwwmC7y3Ues/X0zRn83GbExsZ+xhERERPSlYfCfiIjS3K1bt/DTTz+haNGicHR0hIODAwoWLIj+/fvLByK//fYbNBoNNBoNgoKCdPLQritevDiAhLk7a9euDScnJ2TOnBllypSRD/cSO3HiBH788UcULVoUGTNmhJ2dHby8vFC7dm3MnDkT796907vdmDFj5H5NPRRq06aNThkN6dOnj0w7efJkjB49Wg7jqXXv3j2ZRjukpzEHDhxAhw4dkDNnTtjb28Pd3R2lSpXC2LFjk/SQylj+2rJ0794dAPDixQuMHDkSRYoUgZOTExwcHFC4cGH06dMHt27dSvE+tW7cuIFffvkF1apVg4+PDxwdHWFnZ4esWbPK3ivXrl3Tu21gYCA0Go2q19bBgwflseTMmdPgfu/fv49Ro0ahXLlyyJIlC2xtbZE1a1ZUrVoVEyZMwKtXr1LtGLViY2OxevVqNGvWDDly5ICtrS0cHByQP39+BAQEmD1U/unTpzFkyBBUqlQJXl5eyJAhAzJkyIDs2bOjSpUqGDlyJO7fv29w+7t378pz1KRJEwDAvn37UKlSJWTIkAFZsmRB5cqV8ccff8h0yuFEO3bsKN9XDmcbFBQk3/fz80vGGfo/KakX+hw4cADt2rVDrly5YGtrC1dXV5QtWxYTJ06U94g6derI8psa0vjatWsYNGgQSpQoATc3N9ja2sLT0xO1atXCzJkz8f79+5Qcvl6RkZFYtGgR6tevj+zZs8PGxgbOzs4oXLgwfvzxR5w7dy5J+aXWfSW592AtZb2ZPn06AODVq1eYOHEiypcvjyxZssDOzg4+Pj5o2bKl7BlojsePH2P48OEoWbKk6vvp559/xuPHj83Kw8/PT5bvzZs3ePHiBTp16gQ3Nzc4Ojrim2++wY8//qj3nnHv3j0MHz4cFStWhLu7O2xsbJAlSxaUL18eI0aMwL1798w+FiBhyOY+ffqgWLFicHJygo2NDbJmzYpatWph7ty5OkGhDx8+wNnZWZZ/+fLlZu2nU6dOqmtc+xnlypVLlU75PWbomnn//j1mz56N2rVrw8vLS15/xYsXx4ABA5J0HRuj/B4bMGAAgIShlSdNmoTSpUvD1dUVjo6OKFiwIPr166dT3hcvXuDXX39FiRIl4OLiggwZMuCbb75B7969jd5Pld6+fYuZM2eibt26yJ49O2xtbZEpUyYUKVIEPXr0kL2TjUnK7yHlvbxOnToAEs73pEmTUKpUKWTKlAn29vbIly8ffvjhhyTfIwAgIiICv/32GypUqIDMmTPD3t4euXPnRosWLbBt2zaz80mNc6P0pd3Ttb/1NBqNnJP7wYMHGDlyJEqUKAFXV1d57gIDA3Ho0CGzjzUmJgZBQUFo0qQJcuTIAXt7e7i4uKBQoULo0aMHTp48aVY+8fHx+Pvvv/H9998jd+7c8reDj48Pateujd9//93obx/lNWbs99Xz588xadIkVKtWDVmyZIGNjQ1cXV3xzTffoGPHjti4caPsfZ5SZ8+elUPI16tXTwbl9Vm0aBEiIyMBJDQUGDt2bLL2aWNjg86dO6NGjRqYOHGi7Bmt9ObNGyxatEi+/uGHH4yWzZgJEybI5devX8th+xNTflfp+w1269YtPH36FEBCsF75f4k+Go1GDocPAHv37lWtV/aQL1GihBxK3pDChQvLUQ/evHmDM2fOGMyvevXqRvMCgKpVq8rlAwcOqHpK29raYsKECdi0aRNu3bqlMxVBYsr/a3x8fEzuGwB27tyJhQsXAkiYoqBt27ZmbQcA+fLlQ506dVC0aFGzRwuwtLSUy8oe+BEREXJ6AyBhaH9TvLy85LQTHz58wMWLFw2mbdGiBRwdHQEkjADBHulJ9+FtJIbWG4end1+Yvc2JrWcxo/sC0wmJiIjov0sQERGloXHjxglra2sBQO9fhgwZxJIlS8SECRPke0uXLtXJR7uuWLFi4ty5c8LBwUEnr0aNGqm2efr0qWjYsKHBfWv/3N3dxZo1a3T2eebMGZnGwcFBREVF6T3G+Ph44eHhIdNqNBrx6tUrg+ckb968Mu2NGzfEqFGjTJZRKUeOHPL9HTt2iO+//97otq6urmL79u1mfFqGBQcHy/y6desmTp8+LTw9PQ3u09raWsyaNctgfgEBATLtqFGj9KZ5//69aN++vbCwsDB5fiwsLES/fv1EXFycwf3o+8uRI4fOfuPj48WYMWOEnZ2d0W2dnZ3FokWLUnJaVY4fPy7y589v8libN28u3r17pzePFy9eiHr16pnMQ/sZ/f7773rzCQ0NlekaN24stm/fLiwtLXXy6N27t8n9KD/fpUuXyvd9fX119vu56oXS27dvRcuWLU3Wk1OnTonatWvL90JDQ/XmFx0dLXr06KH3fCn/PDw8xJYtWwyWK6m2bt0qsmXLZnSfGo1G9OzZU8TGxups/ynuKym9B2sp6820adPErl27VPdcfX916tQR79+/N1q+RYsWiQwZMhjMI1OmTGLbtm3C19dXvqfv+0m5/t69e6JgwYI6eWXOnFlER0fLbaKiosTgwYOFlZWV0eOwsbERw4YNM1qHhRAiPDxctGvXzuS5zpkzpzh58qRq244dO8r1devWNbofIYSIjIwUzs7Osk7duXNH9RkZ+tN3zfzzzz8ia9asRreztLQUvXr1Up2/5FB+j/Xv318cPnzY6PdYpkyZxOHDh4UQQuzZs0dkyZLFYFoXFxeZ1pDly5eLTJkymTxPTZo0Ea9fvzaYjzadOb+HlPfy2rVri5CQEFGoUCGj94iff/7Z4L4T38N3795t9LwAxr+zUvvcCPHl3tOVv/U2btwo/vrrL+Hk5GQ0z8DAQL33a6UjR46oflca+mvVqpV4+/atwXwePXokSpcubTIfZ2dnsWTJEr15KK8xfb+vhBBi/fr1Jo9bW79DQkKMHrs5fvjhB5nnwoULjaYtXry4TFu1atUU79uYdevWqY731q1bKcpPWfaaNWvqTaP8rtL3G2zDhg1yvbe3t1n7HTZsmKqOKfXq1Uuua9++vVn5VapUSW4zd+5c1bqiRYvKdYsXLzaZV1RUlOq34vXr180qQ2Jv375V/T4fN26cyW1ev34tsmfPLoCE7/+nT58KIYTJ3xPJ9fLlS9Wx7tu3T657+PChqq49efLErDy15TfnfDdq1Eim3bx5c4qORQghPD09haenZ4rzSS/+nrFN1NA0T9bfvesP07r4Zrl48aK4ePFiWheD0gnWF0oKZX352r4/iJI2ZhgREVEqGjx4sGoOQgcHB/j7+8PNzQ23b9/GsWPH8OHDB3Tu3NngnJKJRUVF4fvvv9fbw0o5ROGTJ09QqVIlObIAAGTLlg2VKlWCo6Mjbt++jePHjyMuLg4vXrxAq1at8ODBA/Tv31+mL1myJLJnz47Hjx/j/fv3OH78OHx9fXX2e+XKFTx79ky+FkLg0KFDsse00u3bt3H79m0ACb06ChQogNKlS6Nbt254/Pix7LHq6OhoVg+Rzp07y96pXl5eKFOmDJydnXH58mXZg+/169do0aIFLl26hNy5c5vM05T79++jfv36eP78OYCEuSMLFiyIFy9eIDg4GJGRkYiJiUGvXr3w5s0bDB8+PMn7iIuLQ+3atXHkyBH5Xu7cuVGyZElkzJgR79+/x5UrV+S8rPHx8Zg6dSq8vb3Rt29fuY2/vz/s7Oxw8+ZN2Ws+W7ZsaNSoEQAgc+bMqv0KIRAQEIC//vpLvufh4YGKFSsiU6ZMePr0KQ4fPoy3b98iIiICXbp0waNHj1TzuybHvn370KBBAzm/JwAULVoURYsWRVRUFM6cOSN7AK9fvx6vX7/Gnj17VMOARkREoFKlSnKIVSBhDtWiRYvCyckJ4eHhOH/+vKx/MTExGDBgAPLkyaO3rmq9fPkSHTp00NuTp3Xr1nIo0M2bN8ve4H5+fihQoAAAoHTp0sk8K7pSq15oRUdHo169eqreZNmyZUOVKlVgY2OD8+fP4+rVq7h37x5q1aqlU18M5bdv3z75no+PD8qVKwdHR0fcv38fR48excePH/Hs2TM0btwYixcvNjoMsTn++usvBAYGIj4+HkBCb7wyZcqgQIECCA8Px6lTp/D06VMIITB79my8e/dONf9rYqlxX0mNe7A+x48fx9ChQxEZGQlbW1tUrlwZPj4+eP78OYKDg2XP9p07d6J79+74888/9eYzd+5c/O9//5OvbW1t4efnh2zZsuHBgwc4dOgQwsLC0KxZM7PmX9bq3bu3znC7ANCsWTM5z3RsbCyaNWuGrVu3yvWOjo6oWrUqPDw88OzZMxw8eBDv379HdHQ0xo0bh6tXr2LDhg16h/599+4d/Pz8cP78efmem5sbKleuDGdnZ9y6dQsnTpyAEAJ3795F9erVcfz4cRQpUgQA0KFDB1kf9uzZg5cvX8LNzc3gMW7duhUREREAgCpVqiBXrlx4+vQpunXrhrdv32LlypUybbdu3eRy4rmeFyxYgB9//FHWWwcHB1SqVAmenp6IiIjAiRMn8OjRI8TFxWHWrFm4efMmtm3bluRhsfW5evUqFi5ciIiICNja2sLX1xeenp64ffu2vB+EhYWhTZs2CAoKQsOGDfHx40dkzpwZvr6+cHR0xMWLF2VvyPDwcLRq1QohISGws7PT2d9vv/2GIUOGyNeWlpaoUKEC8uTJg/fv3+Po0aPy/vnPP//g6tWrOHz4sNGewOb+HtIKDw9H/fr1cePGDQBAkSJFUKJECbx9+xbBwcEIDw+HEAK//fYbXrx4oeqVbOgcNmjQANHR0bC0tETFihWRO3duvHnzBgcOHJA9TdevXw83NzeDc4Kn5rlJL/f0v//+GytWrEB8fDwcHR1RpUoVZM2aFQ8fPsSBAwcQExMDIGHUE29vb4MjW23duhUtWrSQvx1sbGxQoUIF5MqVC5GRkThz5oyc+3vNmjW4ceMGDh8+rHMtRkVFoW7durh06RKAhF7v5cqVQ548eQAkjFBy9OhRxMbGIiIiAp07d4arqysaN25s9DgTO3r0KFq1aiV/T2TOnFmOehIeHo6rV6/K+nnx4kX4+fnh+vXrcHBwSNJ+tOLi4rBx40b5Wjv6hT7Pnz9X9W42NeJXSilHS/Lw8EDevHlTlF+dOnVw4cIFAMChQ4cQHR0NGxubJOWhHP0i8Sguhnh5ecll5ff9l5CfjY0N3N3d5f9ooaGh+Oabb8wqB5DwP8GOHTswZMgQ+ds6b9686NGjh8lte/bsKX9HzZ49O9mjOpgrKChIfpdaW1ujVKlScl3GjBlVacPDw02OdBAfH4+wsDD5+tGjR0bT165dW04ZsX79ejRs2DApxf/qbZm3O/nb/rELPWZ2SsXSEBERUbqRli0PiIjo67Vz505VL4M2bdqIsLAwVZpr166JEiVK6PT2MdbzX/uXJ08esXPnTvHu3TsREhIixo4dK3uWxcfHizJlysi09vb2YuHChTo9J0NCQlQ9MCwsLMSuXbtUabp06SLXDx8+XO+xTp06Vad8ffr00Zt2xowZMk3//v1V68zpMSWEuoeu9vgWLVqk0ztsy5Ytqt7rgYGBBvM0RVk27Z+np6dOT8dnz56JunXrqs7p2bNndfIz1cNbeZ5sbW3F2rVr9Zbr1KlTInfu3DKtl5eXiI+P10lnqse51u+//y7TZciQQcydO1fExMSo0rx7904MGjRIptNoNGLr1q0G8zTl5cuXws3NTVW3jx49qkoTExMjJk+erDr/s2fPVqX56aef5DpXV1dx4MABvfvbuXOnyJw5s0xbqVIlnTTK3qLav1KlSomjR4+K9+/fi6tXr4oxY8aotjGnN1NKe/6ndr0YMmSIqq5OmjRJ5zraunWrcHV11Tkf+nqJ9uzZU653c3MT69at09nvy5cvVcdpa2srzp07p/c4zHHjxg3VdV66dGlx5coVVZoPHz6Ifv36qcqfuM6m5n0lNe/BQgi9vcpbtmwpe9JpvXz5UlSvXl11berrOXr9+nVhY2Mj09WsWVM8fvxYlebu3buicuXKZn0/KY9Be++YP3++eP36tXjy5IlYsmSJOH36tEzfv39/ne+LxD1yIyIixP/+9z9VumHDhunsWwghAgMDZRpLS0sxadIknV7yJ0+eFD4+Pqp6ohUfH6/6/P/44w+9+9Fq3LixTJu4N2Die4chx48fV40K1Lt3b53fCPHx8WLZsmXC0dFRphs4cKDRshmj73usTp06OvVo/fr1qjTa3pQDBw4UHz58UKVdsmSJKu3y5ct19rt582ZVmurVq+vcP+Li4sTcuXOFra2tTFe1alW9vb4TH4Ox30P67uUuLi7in3/+UeUZERGhM1LOxo0bdfat71rUdzxv3rwR9evXV12L+u6ZqX1uvuR7ur5Rnnr37i3Cw8NV6e7evSuKFSumup/oGzkhJCREuLi4yHStWrXSuY8JIcS2bdtUI6W0aNFCJ83ChQvl+hw5cujthR4aGipKliwp0xUsWFAnjanfscpe3R07dhQfP37USbNu3TrV/XnixIk6acx19OhRmU/OnDmNpt29e7fqs0n8Oyy1lS1bVu6rXr16Kc4v8UgCV69e1Uljque/8retvnqij/J+mTt3btU65THOmTPHrPyU11ynTp3k+x8+fDB5fPoUKVJEbvPnn3+atU3Xrl1F3bp1Vd+ZAESRIkXEnTt3TG6vPCfNmzdXrfsUPf+fPXumuqfpq0/KkaHM2e+FCxd0fqcYc/HiRZk2c+bMen9zJ8XX1HPzwoErye71X0PTXDTO2EFEReofnfBLwp7clBSsL5QU7PlPXzP2/CciojTx888/y+XmzZtj+fLlOnPXFyxYEMHBwShdurTsjWwOOzs77N27V84nmjt3blXv8tWrV+P06dMAEuas3LRpE2rWrKmTT+7cubFr1y7UrFkThw8fRnx8PPr27YurV6/KsjZo0ED2ftuzZ4/e+T+1PcIyZsyIDx8+IDo62uDc7Dt27JDLqdUrYsOGDahbt67O+w0aNMCgQYNkj7HEc3GmhLOzM4KDg5EvXz7V+1myZMGmTZvg7++Po0ePIj4+Hj/99JOqh5M5Zs+eLZdHjhyJFi1a6E1XpkwZLFiwADVq1AAAPHz4ECEhIcnqQfXq1SvZg1+j0WDjxo2oVauWTjoHBwdMnDgRGTNmxNChQyGEwKBBg1CvXj2dOm6OqVOn4uXLlwAAd3d3HD58GNmyZVOlsbKywoABA/D8+XNMnjxZbqftfRQVFSXnFQWAWbNm6R2lAkjonTNx4kR06dIFQEJPalM9xLJly4a9e/fK3kOFChVCoUKFknysKZWa9eLp06eYNm2afD1jxgz07NlTJ6/69etjz549qFChAqKjow2W7dq1a5gzZw4AwN7eHvv27cO3336rky5z5swICgqCra0tFixYgKioKAwdOlR1b0iKMWPGyF6f33zzDYKDg+Xcq1r29vaYMmUKHjx4gHXr1gFIqD/169c3mG9K7iupeQ/Wp27duli9erVOmsyZM2Pt2rXIlSsXIiIiIITAtm3b0KtXL1W6X3/9VX6WJUuWxJYtW2Bra6tKkyNHDuzatQvly5eXI0mYa8mSJWjVqpV83bFjR7l87949zJo1S74eMWKE3l69Tk5OmDNnDhwdHeUIOpMmTUK3bt3g7e0t0/37779YtmyZfD1//nx07txZJ7+yZcti8+bNKF26NGJjY3HmzBkcPnwYVapUgUajQYcOHeT328qVK/Hjjz/qPbawsDBZVzNkyGDwGjSlb9++snfzsGHD8Ouvv+qk0ZYrd+7c8PPzQ1xcHKZPn47evXureocmV+HChbF582Y5IoNWs2bNUKNGDVm34+Pj0alTJ9VIRlodO3bEhg0b5Nz2R44cUY3aEx8fj8GDB8vX1apVw44dO3T2aWFhge7du8Pb2xsNGzaUIwitW7dOby9+LVO/hxKzsrLCtm3bUKlSJdX7Tk5OCAoKwsePH7FmzRoAQL9+/dCoUSO9o01oVapUCTt37tQZjcHFxQUrVqyAj4+PvBb37dunqpupfW7S2z29W7dumDFjhs77OXLkwNq1a1GwYEHEx8fjw4cP2L9/v85vxiFDhsjRFdq1a6casUipXr16OHToEEqVKoV3795h3bp1OHnyJMqVKyfT7N79f71Ox44dq/c3VM6cOfH3338jV65cEELg+vXruH37ttm/tz58+ICjR48CSDifc+fO1bnvAgn/M1y/fl3+Htu8eTMGDRpk1j4S0+4PSBhNyZjE/4ck/h2W2rSjZ6XWvrT3AK3Q0FCd32mG/jfRUs4Tb29vb9Z+lb83tCPCfIr8lHmlVvn0CQsLw4IFuvOo58mTB3/99ZfJEQeeP38uvz/d3d3xxx9/mFXO5IqLi0ObNm3w+vVr+d4vv/yik65GjRryHjFz5ky0b98elpaWBvPV3vu0IiMjjZbjm2++gbW1NWJiYvDq1SvcvHnT5CgLxr7Hnzx5Ajc3NzkayX/Z8T1nUrT9+/APOLLvGNy8zR+lKi1of/N9DZ8ppRzrCyWFsr7ExMTo/C9B9F9m+D91IiKiT+TatWty6EkbGxvMmTPHYCDHxcUFM2fOTFL+LVu21HnIpaR8YBEQEKA36KRla2uLJUuWyIfb169fx65du+T6GjVqyIeTZ86cwZs3b1Tbx8bG4tChQwAShjovXrw4gIQfnsoHMUDCgxPtgzdXV1dUrlzZ6HGao3r16noDdFrKwMzDhw9Vw8qnxC+//KIT+NeytrZWfQaHDh0yOVykUlhYmByuPlOmTAaDUFpVq1ZV1a9Xr16ZvS+lhQsXyiHDGzdurDfwrzRw4EBkz54dQEKdN/VQ1ZD169fL5dGjRxt9CNy/f38ZZImKipJDit6/fx++vr4oWLAgcuTIYTRYBCTUVa3EQ3vq88MPP+gMG/q5pXa9+Pvvv+X1ULx4cb1BIq2SJUvqnTZAaebMmRBCAEgI6ugLEilNmDBB3lt27tyJO3fuGE2vT3R0tJwqBACmTJmiE/hX0gbaLCws8ODBA/mPcmIpva+k5j1Yn5EjRxr8TnF1dVXV78TnNTo6Wg5NCwCTJ0/WG4ACEoLb+oJzxuTIkQMtW7Y0uH7hwoUy4JgvXz6MGjXKaH7jxo2TQ2/HxMToPJDfsGGDrHdlypTRG/jXKlasmBz22snJSfVArUOHDnL56NGjePDggd481q1bJ8vftGlTneHDzXHixAmcPHkSQMJw16amTalcuTKaNm0KIOEcKBs6pcSwYcMMPhxS1iEAGDp0qNHyaT18+FC1bv/+/XIaCAsLCyxatMjoA6n69eujffv28vX06dMNpgVM/x5KrEePHjqBf6WZM2fKhmChoaE4fvy40fx+++03g9MwuLi4qK79W7duqdan9rlJT/d0CwsLjBgxwuD6/Pnzy2k5AN372KNHj7BhwwYACb+5lI0eDOWn/M5MHJBUTh1h7Hdijhw5MHPmTCxevBjBwcEmhw43tA8AcsogfQIDA/Hbb79h7dq1qkZ/SXXmzP8F1UwF/7UNKbTMGaZ91qxZ6N69u1l/iSn/R3BxcTG5L1OcnZ1VrxMHy82h/EzMDa4rr9nEvylSM7/E9SU1yqfP/fv39b4fEhKCkiVLIjAwUP6voE+3bt3w4sULAAnXmbu7u1nlTA4hBLp06aKalqR37956p9tSNoI8f/48evfuLe9via1du1Zn2pfY2FijZbGxsZHTfQHqa4+Mi/5oul6azCMy5XkQERFR+sOe/0RE9NkpAyt16tRBlixZjKavU6cOPD09zQ4QGwuav337VgYVAMjezcbkzZsX1atXx549ewAk9GTVBkgcHBzg5+eHXbt2IS4uDsHBwfjuu+/ktidOnJAP2Pz9/XHnzh2cOnUKQggcPHhQlTY4OFg+VK1bt67RHhfmql27ttH1iefiDgsLS3EPIxsbG1VPVn2KFSuGb7/9VgaXtmzZovfhpz6ZMmXCP//8Y3Z5rK2tkSFDBvlg2VhPPmOUPd+MzQurZWVlhVq1aiEoKAhAwufr7++fpH3evHlTziOq0Wjw/fffG03v4eGBq1evwtPTUzUHbr58+VTzh5uS+EGzqXOWGg1VUiq164XyPqUMfBrSuXNnvT1/tZJaf1xdXVGhQgXZaOTAgQM616spwcHB8v6TOXNmk/stVaoUrl27hly5cumdl1wrJfeV1L4HJ+bo6IiyZcsazU/ZM+/du3eqdYcOHZLnzN3d3eQ16+fnB29vb4PB8MQqVapkdNQC5UgJgYGBJr8HrKys0KlTJwwbNkxne0Bdj5U9zg1ZuHAhhBA63wN58+ZFxYoVcezYMQghsGrVKr29bVesWCGXAwICTO5PH+W14u/vb9a81PXr15ejVgQHB+vt2ZhU1atXN7hOGfjz8vKSDTD0Uc4bn7i+KT+v6tWrmzVPdbdu3fDnn38CSAighIeHGwwOJvXe3K1bN6Prs2TJgjp16sh6tWXLFoONBZycnFChQgWj+SnvFYkbmaX2uUlP9/RvvvkGnp6eRvPLlSuX/A2VuF7t27cPcXFxABLu625ubibLV79+fTlyUOLGikWKFMH27dsBAIMGDYKjoyOaN2+utzGGsUYVxri7uyNLlix4/vw5IiMj0ahRI8yaNUtvUN7b21s1KkRyhYSEyGVTIxRo50vXMqfX2LZt20w2VtOaN2+e6rWyMYS5gWxjEpffUGDXGOX3UWr8j5Ka+SXePjXKp0/27Nlx4cIF5MuXD3FxcTh37hymTp2KzZs3QwiBZcuW4dmzZ9i+fbvOd/2ff/4pf6e2bNkSzZs3/yRlBBI+7+7du8v/QQCgXLly8hpPrEyZMvjhhx9k47k//vgDV65cwc8//4yKFSvC1tYWN2/exMKFCzF37lwIIZA3b145IoahRpJK+fLlw5UrVwCorz1DEjeWU9KOCmCq0dV/wcMCzwGkbHS+EmWKwyPHp2tokhq032dfw2dKKcf6QkmhrC/s9U9fGwb/iYjos9MO9wxANayoIRqNBuXKlcPff/9tVv7Ghhu/cuWK7J1gY2Ojt/eDPpUqVZKBp/Pnz6vWNWjQQD7c27Nnjyqgr+xtUa1aNWTNmlX2FD1w4IAqrfbBKgA0atTIrHKZYupheYYMGVSvkxsYVypatKhZvZTKlCkjf4hfvXo1xfvVioqKwu3bt3HlyhWcPn0awcHBqoeoiR+AmuvUqVNyecOGDTr1QB/lcOBJHRocSBgxQCtPnjzIlCmTyW3y58+f5P28f/8et27dwuXLl3Hq1CmdAKKpc5YWQ/wnVVLrRVLvU/nz50fmzJn1jizx4sULhIaGytcLFizAxo0bTeapHbkBSHn9KVGihNHhubUKFixoMk1K7iuf4h6slDt3bpPHqewBmbi3mrK3e/HixU1O1aHRaFCmTBmzg/+mrhXlsVWsWNGsPJXB14sXL0IIIcutrAPmnGtjPXUDAgJw7NgxANAb/L9//z4OHz4MICE4V61aNbPKn5iyccjly5fNahiW0mslMQcHB6MNE5W92U0FaZUPmRIH3JLzeZcuXRo2NjaIjo5GXFwcLl26hCpVquhNm5R7s5ubm1nXf5kyZWQg3dh3t4+Pj8kAnPJekfj3R2qfm/R0TzdnqHxj9zHlNfT48WOzriFlT/D79++rGk507doVM2bMQFRUFN68eYM2bdqge/fuqF69OmrVqoWaNWsabQBjrt69e8tpKQ4ePIhvv/0WefPmRe3atVGzZk34+/vr9GBPCeV929ToRYn3++7dO7N+kyWXk5OTHE0s8agDyZG4cU1yRmVRNio11dNbS9mbPnGAODXzU+aVWuXTx93dXdVb39fXF76+vhg9erRsdLZz50789ddfqkZGDx8+RJ8+fQAkNKJKPEpPaoqJiUH79u3lFC0AUKBAAWzZssVoY7pZs2bh8ePHcpqaQ4cOydHrEhs2bBjev38vR1gx1mBUS3mNGQvsk1qhigVMJzLC3Tsz3Ly+7CH/iYiI6NNg8J+IiD67J0+eyGXtsOimKOcwNsXYwzjt3OlAQs89c3oUAup5B5V5AAnBf+1widrglJY2iOru7o7ChQurHhgl7lmlnf/V2trarF5k5kjqUOzJ6QmUmLnzuyo/+6dPnyZrX+/fv8emTZtw6NAhXLt2DXfu3MHjx4+NHkdyjvHdu3eqQHHiz9kcyZlu4NmzZ3LZ3GvFlLCwMPz99984cuQIbt68iTt37qj2o4+pc/YpH4AnR0rrRXR0tGrIXXPPvZeXl97POfH5Nbchk9KXUn+AlN1XPsU9WMmcwJCycUDiOpGcc5aUYdWNXStv375VBUB9fHzMylN5bmJjY/HmzRtkypQJHz9+VM1hnNI60LJlS/Tp0wcfP37EhQsXcOPGDdWcvStXrpTns3379mY1NtFH+RlcvXo1yY3DwsPDERcXl6Ken0mp4+YEPQxR1mVzP28bGxtkyZJFBk+MXQ9JuTebG7w197s7pb8/UvPcpLd7emrex+7fv4/58+cnq3za4L92PvMOHTrIEaoiIiKwceNG2eghT548aNCgAVq2bGl2Y43Efv75Z1y6dAlr166V792+fRu3b9/GnDlzYGVlhYoVK6JJkyZo1apViu9pygYPphqtJq6Dd+/eNXl97dy50+C6AwcOGB1ZxtvbWwb/tcPEp4Tyfy8gYYqGpFJOG5R4tAlDlOkSNzhIzfwST2mUGuVLitGjR+PAgQM4ePAggISRHJTB/86dO8vPc968eWaNxpEcb968QdOmTREcHCzfK1CgAIKDg01OMWBra4tNmzZh4sSJ+O233/RODZEzZ05MmzYNTZo0QadOneT75kxfoLzGkjPtxNcqZ2FvFK1aEJcPXU/W9vW71vxkI2EQERHRly15T2SIiIhSQPlA19yhLI3NU51Y4l6nSspASOJeIsYo0yaelzRnzpwoXLgwgISHlPfu3ZPptL2v/Pz8oNFo4OHhIXviXb58WT6M1gZhgYReJKnVs8nQXLufkrkPz5Sfk/aBWFLMnz8fPj4+aNu2LebPn4/Dhw/j0aNHqofg3t7e6Natm1m9eYxJjV5XyXnQpQwOGKvX5oiPj8fYsWPh5eWFLl26ICgoCMePH9cJYuTLlw9du3ZNUt4pLVtqSo16kTiYltL71H+h/iil5L7yKe7BSil9wKkMEJr7uSclYGDu9xNg/vlJnE57fhIHF1NaBzJmzKgalUY5xH/i18kd8h9I+fUihDA78GPI5/ru/NTXQ1I+89T+7k7pOUzNc5Pe7ukpvY99ivK1aNECly9fRqdOnfQGykNCQjBjxgxUqlQJ5cqVw4ULF5K8T0tLS6xZswbr1q1D1apVdRoQxcbG4tChQ+jXrx98fHzQs2dPREZGJnk/Wsp54k39n5F4aOHkHF9SFC9eXC4rR61ILuXoVdbW1qr5182lnMLEWKMjJWXDBeV0Kamdn6Wlpapepkb5kko5wsaZM2dkY765c+fKaULatGmjGvUtNd29excVK1ZUBf6LFSuGQ4cOmT2lm6WlJYYOHYqHDx9izZo1GD58OPr06YPffvsNe/fuxZ07d9CkSRMAkP/vAuY1qFJeY9pGRGSeRj8an27LEGsbK9TrYngKIyIiIvpvY/CfiIg+O+VDV2MPrZXMTWeK8sFDUvJUPgTV9zC9fv36clnbK/zgwYNyOEll7x7tUMhCCNlDRNvrHwAaNmxodrm+ROY+0FEGZ5LyYB8AfvnlF3Tv3l0G6iwsLFCiRAkEBgZiwoQJ2LRpE+7fv4/79+9j3rx5ye6BqpX4M79+/TqEEEn6M2eagMSU5yUlD7iBhF5HI0eOxIcPHwAkPPwtV64cfvjhB/z+++/Yvn07nj59in///Rdjx45N0b7SSmrVi8SBoZTepxLXn8jIyCTXH3OGlE4sNetPavlU9+DUomwQor1WTFEGkFIicfDJ3POTOEinPT+J76upUQeUQf1Vq1bJ5UuXLsm5fMuXL5+s6Ue0lJ+vdm7hpP6ZM/XMl+BLuh4+x3d3UqTmufmv3NPNpSzf4MGDk3UNFStWTCffvHnzYvHixXj+/Dn27NmDgQMHonTp0jrfpadOnUK1atVw8+bNZJW/efPmOHjwIB4/foygoCC0a9dOZ3qNuLg4zJkzJ0Xzpivrhan7eM6cOVUjW2mDuZ9KrVq15PKdO3dw9+7dFOW3f/9+uVy1alWzR91RUk4LYu5UN8rh3ROPkpPW+UVFRamC/0kZxUefIkWKyOWYmBjZAE85/P7KlSuh0WgM/mn/LwSAjh07yvdNle3s2bMoV64crl//v97hvr6+OHjwoNEpbAxxdnZGy5YtMXbsWEyfPh2DBw9G9erVVVMhXbx4US6bM8WM8jvG3AZYlKBK8/Io36BUkrfrPKEtMnlkTP0CERERUbrA4D8REX12yjmFzZ3zTzlPakoohyV89uyZ2XPcK3s36JsTuUGDBnJZO9S/sueFMvivXNYO/a+dXxGAqmdlemTuEP7Kz97cIX2BhIdNY8aMka+/++47PHjwAOfOncPSpUvx888/o1GjRnKqiOjo6BQHvVxcXFQ98UwNk59alL2iEg/Zaoi+AM6WLVsQFBQkX3fv3h3Pnz/HiRMnsGDBAvTv3x9169aVvZ6SMxJDWkvNepExY0bVUN4pvU8pP0cg/dWf1PSp7sGpRTmEvrmf+/Pnz1Nl387OzqqAzP37983aTnlubG1t5VDULi4uqt7X5tSBuLg41RzIidWuXVveJ0JCQuTD/3Xr1sk0Ken1D6jr7ee6VtKK8now9/P++PGjqs6l1vXwqb+7kyo1z81/5Z5urk99DdnY2KBGjRqYNGkSTp8+jRcvXmDFihWqgHVYWJicAz25PDw8EBAQgL/++gsPHz7E1atXMX78eFW92759e7ID8crRLswZLaRly5ZyeePGjakyHL8hDRs2VDWu+eOPP5Kd15kzZ1SjByS3wYR2lDMgYaQzc76/r127JpeLFi1qMD9zp3dRBrdTmt/NmzcRHx8PICEYrZz65MGDBwgKCsLIkSPx66+/mlU2ZWBcm+fncPjwYfj7+6vufS1btsSuXbs+WUO4y5cvy8YNNjY2qoYPhigbU6VkioWvkaWlJYau6ouSNb81nfj/az+yBZr91MB0QiIiIvrPYvCfiIg+u7Jly8rlM2fOmLVNagx5CSQM26kN4kZHR5ud7/Hjx+WysmeJVsWKFeHq6gogoXeNEAKHDh0CAGTLlk01L7Kfn5/sJRUcHIz379/LtEWKFElxz5O0dv78efkwzRjtlAgAULp0abPzDwoKkvnnzJkTa9euNTrcZGhoqOq1qfnr9bGwsFD1gjtx4oRZ2+3duxcbNmzA2bNnERYWluT9Kvd5+/ZtnWHB9enYsSMcHBxQuHBhGZBbsmSJXF+5cmXMnTvX6HzMqXHOPrfUrBcajUZVJ825T92/f99gENjb21s1v6u59eeff/7Bpk2bcPHixWQNY66sP+fPnzfrc/T394eLiwuKFSuGI0eOJHmfpnyqe3BqKVGihFw+e/as0UC4Ml1q0Gg0qqGejx49atZ2ynNToEABGYDQaDSq4Ig55dy7dy/s7OyQI0cOvUF8S0tLtG3bVr7evHkzgIQGRkBC44PWrVubVW5DlJ+BudfKtWvXsGLFChw9ejTVGgt+DspjNffzPn36NGJjYwEkfMbJGb5bn5CQELMafiX3uzupUvPc/Ffu6eZKzjX08OFDLFu2DAcPHsS9e/dU3xdxcXG4ffu2/K2amKurK9q0aYNdu3aphj7XNnA119u3b3H27Fn8+++/etcXKlQIQ4YMwdmzZ2VDvuTsR0uZx6NHj0ym79Gjh2ygFRUVhVGjRiVrv+ZwcXFR3YPnz5+vauhlLiEEhg8fLl9nypQJ7du3T1aZvLy8ZAO5mJgY1b1An/j4eNXviKpVq6rWV6hQQS6fOXPG5OgLV65ckSM7OTg4oGTJkgbzM+f3i7I+V65cWTWCxfnz59GxY0eMHTsWv/32m1kNI5UNHZydneXv7EaNGqFbt25m/SmH5/fz85PvK793lY4fP4569eqpRjz56aefsHr16iRNebZq1Sq0bdsWNWrUwOrVq02m/+eff+Ry1apVzWrooLzGPmXDsf8qewc7jN82FB1//R7uXpkNpitQJg9Grh+ADqNbGkxDREREXwcG/4mI6LOrV6+eXN69e7fOvMSJHTt2TCdQl1yOjo4oU6aMfL148WKT24SEhKgeLGqH7VeytLREnTp1ACTMH3ns2DGcO3cOgLqnP5DwkFQblLty5QrWrFkje88Y6/Wf0qHrP5dXr17JqQ8MOX36NG7cuAEgYV7g2rXNn8tQOYxsmTJlTM4rvH79etXruLg4nTTmnNvq1f9vzkRloNmQDx8+oF27dmjevDlKly6N8ePHm9xHYkWKFJE9+OLj41W9a/WJiYnB3r178eHDB1y7dk32elSeM+XDUUPMOWdJ9anrb2rXC+V9auXKlSb3v3z5coPrNBqN6j5gzn3n8ePHaN26NZo0aYLixYtj2bJlJrdJrFKlSvI8vHjxQjXsrz4vXrzAmTNnEBERgUuXLn2Sh7Of6h6cWqpWrSp7pIWHh6secOtz7do11dC3KaU8tmXLlpm89mJjY1V1I/G58fPzk8vKoYcN2b59O+Lj43H//n2D15AyILV582bcv39fnoPGjRsbbViU1Hvt3r17zer1PXjwYLRr1w6VK1dG48aNTab/Uig/r/3795v1W2fRokVyuVixYjq90JNLCGGyjjx+/FiObgSoRz1Kbal9bv4L93RzKa+hGzdu4NixYya3mThxIgIDA+Hn54dy5crJ3zg3btyAvb098uXLh+rVq5tsyNiqVSu5bE6DRa0RI0bA2dkZpUuXxs8//2w0rZubm6p+JGU/SsqGM+YE1rNnz47+/fvL1/PmzTP5u8wQZaMtQ0aNGiV7bkdEROD7779P8jQzU6dOxa5du+Tr0aNHp2i6DuWoAStWrDCads+ePXJ0BA8PD1XjbwDIkyePbPD24cMHk1NhKPdXp04dnakLmjRpIr+3Dh06ZHKED2V+if//KleunGyo+P79e2zYsMFoXgDw559/ymXlKBj9+vXDvHnzzPpTTpkTEBAg3x83bpzO/h48eICGDRuqGhL99ttvmDp1qs4oBKY8evQIK1euxL59+0zW6Y8fP6pGojDUMCEx5TWWWo3WvjaWVpZoM7Qp/gqdg1EbBqBmgC/KNyiFSt+VReMedTD71G+YffI3VGlaLq2LSkRERF+A9BFFICKi/5QKFSrIhz1RUVHo27evwbRRUVHo06dPqu6/R48ecnnZsmVGA9UxMTH44Ycf5ENQT09P1QNkJeVD8LFjx8reZ4mD/8D/PdQWQmD06NHy/YYNGxosi7W1tVw2d6jstDJgwACDQ6pHRUWpPoOmTZvKYaTNoezJcuXKFaO9mS9cuKDzwEzfuTPn3Hbv3l0+CLxx44ZqiHl9RowYIYfbtbCwQMeOHY2m18fCwgI//PCDfD169GijD95nz56Nly9fAkjo/V6pUiUA6nN2+fJlo/vcuXOnTiAjNerbp66/qV0vOnXqJPM8e/as0eBOaGgoJk6caLR8yjq/Z88e1TQM+vTu3Vs+5HdwcFAFVMyVOXNm1YP6gQMHGg0c/Prrr/K+VaVKlU/WM+tT3YNTg729Pbp06SJfDxgwQPY0TCwuLg69evVK1f0r7zO3bt1SfT/oM3r0aISEhABIuF907txZtb5r164yCHDkyBGjD/Xv37+vGiXE0AP9b7/9VjZgO3v2LObPny/XmRryX3kfAPTfC+rUqSOHX46NjUXnzp1lvdRn8+bN2Lp1q3yd+Bx8yWrWrCmDPfHx8ejSpYvR0Sb27NmDv/76S75Wfj+khtGjRxscylwIgR49esjPomzZsjo9b1NTap+b/8I93VyFChVSNfzp1q2b0ZEGEl/HgYGB8j6UP39+ObJVbGwsZs6caXTf2oavQNICfMqGiTt37pQNRPURQuDChQvJ2o+Ssv6a24hrxIgRcjshBNq0aYM//vjD7BGSnj17hsDAQAwdOtRk2ixZsmDevHny9fHjx1GzZk2zR5KaOHEiBgwYIF/7+vqq6m1ydOjQQX6nLFmyxGDv/3fv3qkaSvzwww96G5QpvzOGDh1qsEH41atXVXXvxx9/1EmTOXNm1K9fH0BCXe3Zs6fBz2Xp0qVyVAxHR0e0a9dOtd7DwwN169aVr0eOHGm0kcmKFStU30M9e/Y0mDY1xMfHo3379qrzNXXqVAwePDhZ+Sl/V23ZsgW3b982mLZfv35ymhgfHx98//33JvOPiYlRTdnwKb87vgaWlpao/F05DFraE2M3/4zRGwai56zOKFA6j+mNiYiI6OshiIiI0sD+/fsFAPnXuXNnER4erkpz//594e/vr0oHQCxdulQnP+X60NBQo/uOiYkRZcqUkent7e3FokWLRHx8vCrd3bt3RY0aNWQ6jUYjdu3aZTDf169fC0tLS53y3r59Wyft1q1bddJ5eHjolEHp2rVrMq2lpaV48OCB3nQ5cuSQ6YKDg42eCyGSdu4MCQ4O1jmeqlWrinv37qnSPXjwQPWZZsiQQdy6dUsnv4CAAJlm1KhRqnWTJ09W7WfgwIEiKipKlebDhw/ijz/+EA4ODjrlWrNmjc7+tm/fLte7ubmJiIgIvcfZp08fVV59+vTRqbdv3rwR/fr106nfyfX8+XORNWtWmde3334rLl++rEoTFxcn5s+fL6ysrGS6oKAgub5Hjx6q8syYMUPExcWp8ggLCxNjx45V5aH9O3nypCptaGioar05WrZsKdN37dpVb5qlS5fKNL6+vjrrP3e9GDVqlFxvZWUlZs6cqXPejh49Knx8fHTy03ctNW7cWHUNjxs3Tnz8+FGV5smTJ6Jt27aqvMaOHav3fJnj+vXrIkOGDDIvf39/cffuXVWaqKgo8csvv6judYnvHal5X0nte7CpepOY8nMNCAjQWR8RESG8vLxkmqJFi4qrV6+q0rx48UL1eRr7fvL19TW6PrGffvpJlWffvn3F27dvVWnevn0r+vbtq0o3dOhQvfl16tRJprG1tdV7ri9fviwKFiyoqifGTJ06Vaa1sbERAETWrFlFbGys0e3ev3+vKvOxY8f0pvv7779V6apXry5CQkJUaWJjY8WiRYtU9btgwYIiOjraaBkMUX6P5ciRw2japNQ5U2n/+ecf1bHWqFFD55qJj48XixYtEvb29qrvWH3nOynf6Ynv5QBE4cKFdb5jXr9+LVq1aiXTWFhYiMOHD6fovAhh+lpM7XPzJd/TTZ2LxIx9HwohxMmTJ4W1tbVMU6JECXHhwgWddH///bdwc3OT6bJkySJevXqlSjNmzBjVZz916lSd4xRCiE2bNqm+X//44w/VemPXWFxcnMiXL59cnzdvXnHkyBGdfXz48EF069ZNpnNwcBAvXrwweb70OXv2rMzH09PT7O0eP34svvnmG9VnWr58ebFhwwYRGRmpd5vLly+Ln3/+WTg6OurUrZYtWxrd3/jx41Xps2TJIv744w+d359CJJzHgwcPisqVK6u2KVSokHj58qXR/Si/q4xdv8q65+bmJvbs2aNa/+jRI1GlShVVecPCwvTmFRUVpfrcS5UqpXOvP378uOo7uVatWgbLdvPmTfmdBEC0b99e5/tz8eLFqjTjx4/Xm9eVK1dU11CFChXEnTt3VGmio6PFpEmTVL+d27RpY7B8ppj7eyEoKEj1+Xbr1i3Z+9SqWbOmqr5cunRJtT4sLEx07txZtd9NmzaZlbfyWvP29k5xWT09PZN0zdKX7+LFi+LixYtpXQxKJ1hfKCmU9YXfH/S1YfCfiIjSzNChQ1UPEBwdHUXDhg1Fx44dRfXq1eUDFysrK5EpUyaZ7q+//tLJKykPu4VICCp5e3urtsuePbto0aKFCAwMFFWrVlU9yNFoNGLcuHEm81U+7DL2gCMiIkInyNqpUyejeX/48EH1EMrHx0d06tRJtGrVSrx7906mS+vgv52dnSynjY2NqFmzpujYsaOoWbOm6mGbpaWl3oCrEMYfar9580Z4eHjofHYNGzYUAQEBombNmsLFxUW1Xvl61qxZOvu7ffu2Kn3BggVF586ddR7AR0dHi+rVq6vSOjg4iLp164rAwEC9+y5VqpTq80nu+VUGuCwsLET58uVFQECA+P7771WfOQDRoUMH1fYhISGq7QGI3Llzi++++0506NBB+Pv7qwInlpaWqgfUW7ZsUeWXnOD/8OHDVds0bNhQdOrUSSxatEimSUnw/1PUi6ioKJ0GSJ6enqJVq1aiQ4cOolSpUqqH28p0+hrnhIWFiW+//VaVLlOmTKJx48YiMDBQ53MAIOrXr68TnEqqlStXqhomWVlZCT8/P9GxY0fRokULnfM2YsQInTxS+76Smvfg1A44CiHEgQMHVNeAhYWFqFq1qujYsaOoX7++vJ6srKxE+fLlZbrUCP7ru884OjqK+vXri06dOokGDRoIJycn1fp69eqJmJgYvfm9f/9elC5dWpXey8tLtGzZUnTs2FFUqlRJaDQa1brEDUQSe/bsmc532IABA0wemxBCFcRxc3MTAQEBok2bNjoBnxEjRqjyt7S0FJUrVxYBAQGicePGOvUnc+bM4sqVK2aVQZ+0Cv4LIcTIkSNVx2JlZSWqVq0qAgMDRYsWLYSnp6fO/dtQA0BT155S4nu5s7OzrO9VqlQRHTt2FA0aNNBpMPX777+n+LwIYd61mJrn5ku+p6d28F8IIRYuXCgsLCxU99FSpUqJDh06iGbNmqmCrkBCQ6z9+/fr5BMZGSmKFi2qSuvh4SF/37Vu3VoUKFBAtd7f31+nAZ6payw4OFjnvlK0aFHx3Xffic6dO4sGDRqIjBkzqtYvWLDA5LkyJC4uTvX9d/PmTbO3ff36tWjUqJGqLEBCo9bKlSuLdu3aiY4dO4ratWuL3Llz66QDIHLmzCm2bdtm1v4WL16s8zvOxsZGVK5cWbRu3VoEBASIOnXq6NRbAKJ27dri9evXJvdhbvD/+fPnIk+ePKp9lC5dWgQEBIh69eoJW1tb1fVqrOG0EEIcPnxYdZ1YWVmJmjVrisDAQFGxYkXVfrJlyyYePXpkNL8pU6aotnFxcRFNmzYV7dq1E/nz51etq1atmtFGa8uWLVN9P1pbWwt/f3/RqVMn0bRpU+Hu7q7Kr0qVKgYbgJjD3N8LiRuftG/fXnTr1s3sv8S/64UQ4t9//1X9v21lZSUqV64sOnToIOrWravzPZCUhqnKBro//PBDck6NCoM3/z0M5lJSsL5QUjD4T18zBv+JiChNjR49Wm9PY+WD6H/++UcVXFm7dq1OPkl52K315MkTVS8HQ3+ZM2fW+5BEn4kTJ6q2TRyEVVIeEwDxzz//mMw/cY9y7d/x48dlmrQO/ufIkUNs3LhRJziV+KGxsQeeph5qnzlzRmTLls3kZ+fm5ibWrl0rBg4cKN9r27at3n02bdpUbx5PnjxRpYuOjhZ9+vQxWm+1fy1bttTbMys5Tp06JfLmzWt0fxqNRgwYMEDvg8wdO3boBL8NPYzev3+/aNGihXxv2LBhqrySE/y/d++ezkN77UNprZQE/4X4NPXi7du34rvvvjOaX758+cSlS5dU7z1//lxvfhEREeL7779XPUzW92dhYSF69uyZ7F7MiW3fvl01goS+PxsbGzFlyhS923+K+0pq3YM/RcBRCCHOnz+vE2BW/tna2oqgoCDRv39/+V5qBP+FSLjP9O7d2+R9xsrKSowdO9ZkA5F3796J77//3uS5LlOmjE4Q3pD69eurtk3cW9yQmTNn6t33qlWrdNIuXrxYFYww9FeiRAlx7do1s/ZvSFoG/4UQYtGiRXrvkYn/TH2vmHPtaSW+lx87dkynMZDyz8nJyWgd/lTXYmqdGyG+3Hv6pwj+CyHEli1bRPbs2U2eu9y5c4ujR48azOfZs2eqe5mxv3bt2ukdQcmca2zLli2qkQgM/WXKlEksWbLE5HkyRTmi04wZM5K8/aZNm0TZsmXNOi/av5IlS4o///wzyd/vt27dEs2bNzdZ17R/+fPn19tg2hBzg/9CJIzOphzBR9+fq6ur2Lp1q1n73r9/v8nfb4ULFxb//vuvWflNmzZN2NnZGc3vu+++E+/fvzeZ16ZNm0TmzJmN5mVpaSn+97//6TR4SSpzfi8kvjcl58/QPePMmTM6DYoT/7m4uIjFixcn6biUv/UOHDiQxLOii8Gb/x4GcykpWF8oKRj8p68Zg/9ERJTmrl69Kvr27SsKFSoknJ2dhb29vfjmm2/EwIEDxePHj4UQQpQoUUI+NNi9e7dOHsqHEkkNYB84cEB069ZNFCxYULi4uAgrKyuRJUsWUatWLTFr1iyDQ8AbOhZlWYw9JFeOfGBnZ2fWA6j4+Hgxc+ZMUbx4ceHk5CSsra2Fp6en2Lx5s0zzJQT/hUjo2dunTx+RN29eYWtrK5ydnUWlSpXEtGnTdIbgTMych9qvXr0S48aNExUqVBAZM2aUvdVz584tGjVqJGbMmCE/O2X5nJycxJs3b3Ty0w59XrBgQZEhQwZhY2MjcubMKc6cOaN3/7dv3xbDhg0T5cuXF1myZBHW1tbCyclJFC5cWHTr1k3VICO1xMTEiKCgINGkSRPh7e0tbG1thYODgyhYsKD43//+Z7LX68OHD8WQIUNEyZIlhZOTk7C0tBTOzs6iQIEConnz5mLJkiVyKF9lECdnzpyqBgXJCf4LIcSNGzdE69atRbZs2YSVlZVwcnISNWrUkOtTGvwXIvXrhdauXbtE27ZtRa5cuYS9vb1wcXER5cqVE1OnThWRkZEiPDxcdU5MPQC+cOGC6NevnyhRooTInDmzsLKyEi4uLqJEiRKib9++ZgdSk+L9+/di1qxZonbt2iJ79uzCxsZGODk5ieLFi4uBAwca7e39Ke8rKb0Hf6qAoxAJ52z69OmicuXKwtnZWdja2opcuXKJLl26yOvtUwT/tW7duiWGDBkiypQpI9zc3GQ9KVeunBgxYoTJHvqJnTp1SvTo0UMUKlRIuLi4CGtra5E9e3bRuHFjsWbNGpPD9iutWbNGFcxKihUrVojy5cuLjBkzCisrK+Hh4SHmzp2rN+2bN2/EtGnTRO3atYWnp6ews7MT9vb2ImfOnKJFixZi3bp1SSq3IWkd/BcioSf577//LmrUqCGv0QwZMohChQqJ7t27m/W9kpRrT9+9/OXLl2LYsGGiUKFCwt7eXjg4OIjSpUuLMWPGmBxe/VNei6lxbpS+tHv6pwr+C5HQc3/BggWiSZMmwsfHR9jb2wtbW1vh5eUlGjZsKJYuXWpWb+X4+Hixbds20aFDB1GoUCH5O8LNzU0UL15c9O/fX5w+fdrg9uZeY69fvxYzZswQderUkde8ra2t8Pb2FjV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" ] }, "metadata": { "image/png": { "height": 444, "width": 1023 } }, "output_type": "display_data" } ], "source": [ "from gseapy.plot import barplot, dotplot\n", "dotplot(enr.res2d, title='abs acceleration ranking', cmap='viridis_r', cutoff=0.1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Jacobian Calculation and Ranking\n", "Next we will calculate Jacobian for each cell with the reconstructed vector field. If we use PCA space, {meth}`dynamo.vf.jacobian` can project the low dimension Jacobian results back to high dimension to get a cell by gene by gene tensor. You can check the `jacobian_gene` key from the `.uns[\"jacobian_pca\"]` dictionary in the resulted adata object to confirm this." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The cell by gene by gene tensor is generally huge, especially for datasets with large number of cells. We thus would love to do some preprocessing to alleviate the burden of computational resource requirements, either by restricting the calculation to genes that have high loading in our pca analysis or by downsampling the cells that will be used to calculate the `jacobian matrix` in each cell. \n", "\n", "For the first one, we will use {func}`dynamo.pp.top_pca_genes` to calculate `top_pca_genes` for adata, according to PCs loading in `adata.uns`. Note that `n_top_genes` below means we take the union of genes with top **n** absolute values for each principal components, so the resulting PCA genes may be larger than 100.\n", "\n", "For the second one, we can use the following parameters in {func}`dynamo.vf.jacobian`. \n", "\n", "```python \n", "sampling=None,\n", "sample_ncells=1000,\n", "```\n", "\n", "When the sampling is chosen from one of the `'random', 'velocity', 'trn'`, the function will sample `sample_ncells` according to the sampling method `sample` for the Jacobian matrix calculation in only `sample_ncells` sampled cells. We recommend **{mod}`dynamo`** users to start considering sampling cells with your adata object with more than 2500 cells while the top pca gene selected will be around 500." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 4167 × 16940\n", " obs: 'split_id', 'sample', 'Size_Factor', 'condition', 'Cluster', 'Cell_type', 'umap_1', 'umap_2', 'batch', 'nGenes', 'nCounts', 'pMito', 'pass_basic_filter', 'spliced_Size_Factor', 'initial_spliced_cell_size', 'initial_cell_size', 'unspliced_Size_Factor', 'initial_unspliced_cell_size', 'ntr', 'cell_cycle_phase', 'control_point_pca', 'inlier_prob_pca', 'obs_vf_angle_pca', 'acceleration_pca', 'curvature_pca'\n", " var: 'nCells', 'nCounts', 'pass_basic_filter', 'score', 'log_cv', 'log_m', 'frac', 'use_for_pca', 'ntr', 'use_for_dynamics', 'use_for_transition', 'top_pca_genes'\n", " uns: 'pp', 'velocyto_SVR', 'feature_selection', 'PCs', 'explained_variance_ratio_', 'pca_mean', 'cell_phase_order', 'cell_phase_genes', 'vel_params_names', 'dynamics', 'neighbors', 'umap_fit', 'grid_velocity_umap', 'Cell_type_colors', 'grid_velocity_pca', 'VecFld_pca', 'rank_velocity_S', 'rank_abs_velocity_S', 'rank_acceleration', 'rank_abs_acceleration', 'rank_curvature', 'rank_abs_curvature'\n", " obsm: 'X_pca', 'cell_cycle_scores', 'X_umap', 'velocity_umap', 'velocity_pca', 'velocity_pca_SparseVFC', 'X_pca_SparseVFC', 'acceleration_pca', 'curvature_pca'\n", " varm: 'vel_params'\n", " layers: 'spliced', 'unspliced', 'X_spliced', 'X_unspliced', 'M_u', 'M_uu', 'M_s', 'M_us', 'M_ss', 'velocity_S', 'acceleration', 'curvature'\n", " obsp: 'moments_con', 'distances', 'connectivities', 'pearson_transition_matrix'" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dyn.pp.top_pca_genes(adata, n_top_genes=100)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Select top pca genes (flagged in `top_pca_genes` in `.var` after running `pp.top_pca_genes`) and use those genes to set the regulator/effectors that are necessary in cell-wise `jacobian matrix` calculation. " ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "top_pca_genes = adata.var.index[adata.var.top_pca_genes];" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we will ensure a set of the chondrocyte-related gene included in the Jacobian calculation so that we can visualize the regulatory network for those genes. You can include other set of genes you care about as long as they are genes used for pca dimension reduction, that is `adata[:, genes].var.use_for_pca` are all `True`." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "top_pca_genes = [\"erbb3b\", \"col6a3\", \"vwa1\", \"slc35c2\", \"col6a2\", \"col6a1\"] + list(top_pca_genes)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Transforming subset Jacobian: 100%|██████████| 4167/4167 [00:37<00:00, 110.67it/s]\n" ] } ], "source": [ "dyn.vf.jacobian(adata, regulators=top_pca_genes, effectors=top_pca_genes);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can take advantage of the cell-wise `jacobian matrix` to investigate gene regulation at single-cell resolution or a state-dependent fashion. \n", "\n", "In iridophore cells, we found that `pnp4a` was potentially activated by `tfec` in the progenitors of iridophore lineage which is in line with that reported in Petratou et al. 2021. Futhermore, there seem to have a possible repression occurring when tfec expression level was high in the mature iridophore cells." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can visualize the regulation from `tfec` to `pnp4a` ($\\frac{\\partial f_{pnp4a}}{\\partial f_{tfec}}$) on the umap embedding. $\\frac{\\partial f_{pnp4a}}{\\partial f_{tfec}}$ denotes the effects of changing the expression of `tfec` to the velocity of `pnp4a`. " ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 278, "width": 302 } }, "output_type": "display_data" } ], "source": [ "dyn.pl.jacobian(adata, regulators=['tfec'], \n", " effectors=['pnp4a'], basis='umap',\n", " figsize=(4,4))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, we can also visualize the regulation from `tfec` to `pnp4a` ($\\frac{\\partial f_{pnp4a}}{\\partial f_{tfec}}$) on top of the gene expression level of `tfec` (*x-axis*) to `pnp4a` (*y-axis*). " ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 278, "width": 302 } }, "output_type": "display_data" } ], "source": [ "dyn.pl.jacobian(adata, regulators=['pnp4a'], effectors=['tfec'], \n", " x='tfec', y=\"pnp4a\", layer='M_s', basis='umap',\n", " figsize=(4,4))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Ranking for Jacobian matrices" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After estimating the cell-wise Jacobian matrix, we now demonstrate different ways to rank genes based on the Jacobian matrix with **dynamo**. \n", "\n", "We start with the so-called \"divergence\" ranking for each cell group. The \"divergence\" we are talking about here is different from the definition of `divergence` which is basically the sum of the diagonal elements of the Jacobian. Instead the `divergence` in this context points to the self-activation or self-inhibition terms. \n", "\n", "The results of divergence ranking are stored in `adata.uns['rank_div_gene_jacobian_pca']`." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [], "source": [ "divergence_rank = dyn.vf.rank_divergence_genes(adata, groups='Cell_type');" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ChromaffinIridophoreMelanophoreNeuronOther GliaPigment ProgenitorProliferating ProgenitorSatellite GliaSchwann CellSchwann Cell PrecursorUnknownXanthophore
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" ], "text/plain": [ " Chromaffin Iridophore Melanophore Neuron Other Glia Pigment Progenitor \\\n", "0 mt2 tyrp1b tspan36 mt2 tyrp1b tyrp1b \n", "1 mbpb pmela fosb mbpb plp1b pmela \n", "2 mbpa mt2 sdc4 gfap pmela pnp4a \n", "3 tyrp1b gfap fhl2a mbpa pmp22a mt2 \n", "4 pnp4a mdkb CRIP2 tyrp1b gstp1 fhl2a \n", "\n", " Proliferating Progenitor Satellite Glia Schwann Cell Schwann Cell Precursor \\\n", "0 tyrp1b tuba8l3 plp1b tyrp1b \n", "1 pmp22a mt2 tyrp1b pmela \n", "2 ptmaa tyrp1b pmela si:ch211-156j16.1 \n", "3 mbpa pmp22a MREG pnp4a \n", "4 cldn19 tubb5 gstp1 mbpa \n", "\n", " Unknown Xanthophore \n", "0 ptmaa si:ch211-251b21.1 \n", "1 mbpb sdc4 \n", "2 cldn19 wu:fc46h12 \n", "3 mbpa tspan36 \n", "4 fstl3 tyrp1b " ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "divergence_rank.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can rank all other elements in the Jacobian. There are 5 parameters we provide in {func}`dynamo.vf.rank_jacobian_genes`'s argument list to rank the Jacobian:\n", "\n", "* \"full reg\" or \"full_reg\": top regulators are ranked for each effector for each cell group\n", "\n", "* \"full eff\" or \"full_reff\": top effectors are ranked for each regulator for each cell group\n", "\n", "* \"reg\": top regulators in each cell group\n", "\n", "* \"eff\": top effectors in each cell group\n", "\n", "* \"int\": top effector-regulator pairs in each cell group\n", "\n", "Note that the default mode is \"full reg\". More details can be found on API pages of online documentation. {meth}`dynamo.vf.rank_jacobian_genes`" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "full_reg_rank = dyn.vf.rank_jacobian_genes(adata, \n", " groups='Cell_type', \n", " mode=\"full_reg\", \n", " abs=True, \n", " output_values=True,\n", " return_df=True)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "full_eff_rank = dyn.vf.rank_jacobian_genes(adata, \n", " groups='Cell_type', \n", " mode='full_eff', \n", " abs=True, \n", " exclude_diagonal=True, \n", " output_values=True,\n", " return_df=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The results of full_eff and full_reg are dictionaries, whose keys are cluster (cell type in the case above) names and values are `pd.DataFrame` with rank information as well as coefficient values stored for each gene. See below:" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(full_reg_rank)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(467, 934)\n" ] }, { "data": { "text/html": [ "
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1mbpb0.001225mt20.001680nfkbiab0.001124gfap0.000895hmgb2a0.002442si:ch211-156j16.10.000999anxa13l0.000794dynll10.002879mbpa0.001262plp1b0.002119nfkbiab0.001433mbpb0.000347rgcc0.000962mbpa0.000456mbpa0.001513elovl1b0.003292cldn190.000576nfkbiab0.000903cldn190.000281fstl30.002509mbpa0.000396nfkbiab0.001428mcl1b0.000725hmgn20.001822mbpb0.001324hmgb2a0.004303hmgb2a0.002428sparc0.000808mbpa0.000964mcl1b0.000300nfkbiab0.001218rplp2l0.001809hmgb2a0.003042mbpb0.001348mbpa0.002315rplp2l0.002821mbpa0.000409rplp2l0.002386fhl2a0.001161CRIP20.000277fstl30.000294mbpa0.002303bzw1a0.001345anxa13l0.000165mbpb0.001431tyrp1b0.001122wu:fc46h120.001511pmela0.000475si:dkey-183i3.50.001243tyrp1b0.000433pmela0.000475pmela0.000650fhl2a0.000634cd81a0.001414pmela0.001681tyrp1b0.000583si:ch211-39i22.10.000753pmela0.001498tyrp1b0.000497pmela0.000862mbpa0.002043hmgn20.000724mt20.000443mcl1b0.001407nfkbiab0.000336mbpa0.001744p4hb0.002122hmgb2a0.004808rplp2l0.002723nfkbiab0.000390mbpa0.001502phlda20.001852gch20.000389mt20.000455gch20.000236plp1b0.001618efna1b0.000613fabp30.000607mcl1b0.000476plp1b0.001242mbpb0.000331bzw1a0.001028phlda20.000300efna1b0.001074mbpb0.001028hmgb2a0.000334fhl2a0.001395tyrp1b0.001622gfap0.000258hmgb2a0.002860pmela0.000415fhl2a0.000320mbpa0.000656ptmaa0.000621fhl2a0.000382mbpb0.000180mbpa0.000927cldn190.000468mbpb0.000525tyrp1b0.000641mbpa0.001260mcl1b0.000279cldn190.001699anxa13l0.001639efna1b0.000551wu:fc46h120.000261pmp22a0.000645fhl2a0.001293fhl2a0.000376fabp30.000862CRIP20.001167fhl2a0.000462fhl2a0.000308pnp4a0.000335fhl2a0.000373mcl1b0.001554nfkbiab0.000846phlda20.001090CRIP20.000203efna1b0.000936mbpa0.000959mbpa0.000648hmgb2a0.001788plp1b0.000928fstl30.001253mbpa0.000695rplp2l0.000913mt20.000571wu:fc46h120.000983rplp2l0.000274nfkbiab0.001764rgcc0.000318cldn190.000934fxyd10.000772pnp4a0.000241nfkbiab0.000351gch20.000207elovl1b0.000954mt20.000336tubb4b0.000619mbpb0.002104hmgn20.001058hmgb2a0.002211mbpa0.001798mt20.000423fosab0.000102phlda20.000474phlda20.000565hmgn20.001358mbpb0.001873mbpb0.000283anxa13l0.000851mt20.001984ptmaa0.000887nfkbiab0.001951mbpb0.000984mbpb0.000780si:ch211-156j16.10.000455mbpa0.000500mbpa0.000783fabp30.000316mbpa0.000914rgcc0.000661mt20.000721mdh1aa0.000195mbpa0.000709mbpb0.000450cldn190.001303tubb50.000457mcl1b0.000264sparc0.000356anxa13l0.000482cldn190.000581plp1b0.000851fabp30.000385anxa13l0.000762mt20.000530phlda20.000263phlda20.003013mbpa0.000498rgcc0.000727rgcc0.002061mbpa0.000396mbpb0.000705rgcc0.000311hmgb2a0.002418hmgn20.001287elavl40.000529anxa13l0.000991rgcc0.001151hmgb2a0.001893anxa13l0.001333p4hb0.000610mbpb0.000520dynll10.000616tubb50.000453gch20.000183pmela0.000552fhl2a0.000210fhl2a0.000847cldn190.000857hmgn20.000445mbpa0.000651mbpb0.000695mcl1b0.000477crip10.000349mbpb0.000514mbpb0.000782gch20.000217mbpa0.000575pmela0.000297gch20.000190tubb50.001068mbpb0.000175fhl2a0.000114pnp4a0.000275mbpa0.001121anxa13l0.000419si:ch211-222l21.10.000560nfkbiab0.000413elovl1b0.000551mbpa0.000956hmgb2a0.000222mt20.000704fhl2a0.000433rgcc0.001359nfkbiab0.000224phlda20.000567si:ch211-39i22.10.000947phlda20.000373hmgn20.000344tyrp1b0.000329nfkbiab0.000385gch20.000196wu:fc46h120.000211mbpb0.000352mbpb0.000587mbpa0.000387mcl1b0.000396mt20.000548mbpb0.000251mbpb0.000779mbpa0.000327mbpa0.000518si:dkey-183i3.50.001071mbpb0.002156pcna0.000724tubb50.000641tubb50.000346mbpb0.000582ptmaa0.000245mbpa0.001881mcl1b0.000735phlda20.000331plp1b0.001173anxa13l0.000765phlda20.002021rplp2l0.000575mcl1b0.000486mbpa0.000443gfap0.000496gfap0.000508si:ch211-137a8.40.000501nfkbiab0.001407egr2b0.000429mbpa0.000440mbpa0.00082tubb50.000610hmgb2a0.002627mbpa0.000808mbpa0.000125cldn190.000471cldn190.000540hmgb2a0.001174si:ch211-137a8.40.000862mcl1b0.000271tyrp1b0.000618hmgb2a0.002001tubb50.000311si:ch211-39i22.10.000396mt20.000650rplp2l0.000671mbpa0.000267si:ch211-137a8.40.000966mt20.000468hmgb2a0.002450mbpb0.000306hmgb2a0.000732ptmaa0.000537si:ch211-137a8.40.001342mbpa0.000677egr2b0.000358gfap0.000266mbpa0.000455mbpa0.000698mcl1b0.000451mt20.000906anxa13l0.001132tubb4b0.000284anxa13l0.001712hmgb2a0.000463si:ch211-137a8.40.001355mt20.000309p4hb0.000259anxa13l0.000465mcl1b0.000163hmgb2a0.002156hmgn20.000822mbpa0.000417hmgb2a0.001102krt180.000156si:ch211-222l21.10.000236mbpa0.000625fabp30.000531mbpb0.000298phlda20.000524tubb50.000662mbpa0.000265mbpa0.000534hmgn20.000778CRIP20.000223cldn190.000504rgcc0.000591tubb50.000414nfkbiab0.000300mbpa0.000600mbpb0.000467pmela0.000332wu:fc46h120.000715gch20.000126mbpa0.000787gch20.000128mbpb0.000137rgcc0.000468hmgb2a0.001011fstl30.000482mbpb0.000271si:ch211-222l21.10.000416mbpa0.000563mbpb0.000657mbpb0.001102hmgn20.000646phlda20.000953tubb50.000681tubb50.000508mbpa0.000583efna1b0.000311cldn190.000578rplp2l0.001180plp1b0.000276tyrp1b0.000481rplp2l0.000323mbpa0.000274nfkbiab0.000350mbpb0.000262si:dkey-183i3.50.000451egr2b0.000115fhl2a0.000340mbpa0.000427mbpa0.000779mt20.000519tubb50.000752si:ch211-222l21.10.000350nfkbiab0.000359anxa13l0.000482mbpa0.000225si:ch211-137a8.40.001759mbpa0.000575nfkbiab0.000476wu:fc46h120.000260mbpb0.001772mbpa0.000463mbpa0.000454si:ch211-156j16.10.000749mbpa0.000436dynll10.000593sdc40.000558mt20.000425hmgn20.000176tubb4b0.000123fstl30.000361rgcc0.001351CRIP20.000528si:ch211-39i22.10.000334si:ch211-137a8.40.000635mt20.000973sparc0.000361mbpa0.000336mbpb0.000209mbpb0.000132tubb50.000378rgcc0.000501tubb50.000269anxa13l0.000914tubb50.000438anxa13l0.000593pnp4a0.000268hmgb2a0.000701hmgb2a0.000243pnp4a0.000330fhl2a0.000229pmp22a0.001179fstl30.000273wu:fc46h120.000343rgcc0.000772mbpa0.000493plp1b0.000262pmela0.000282phlda20.001102mbpb0.000345phlda20.000379fstl30.00119rgcc0.000360cldn190.000270rplp2l0.000594gfap0.000307fhl2a0.000555gfap0.000604phlda20.002814nfkbiab0.000326fhl2a0.000591anxa13l0.000360anxa13l0.000397mt20.000431tyrp1b0.000385mbpa0.000575fhl2a0.000357anxa13l0.000802fhl2a0.000203nfkbiab0.000374phlda20.001610mbpb0.000121gch20.000206mt20.000373nfkbiab0.000586fhl2a0.000321CRIP20.000330pnp4a0.000298pnp4a0.000367mbpa0.000671si:ch211-156j16.10.000298phlda20.000450anxa13l0.000430fhl2a0.000295fhl2a0.000368hmgn20.000438fhl2a0.00091elavl40.000387hmgb2a0.000968anxa13l0.000509rgcc0.000308fhl2a0.000511fhl2a0.000719fhl2a0.000320anxa13l0.000567pmela0.000448fhl2a0.000222fhl2a0.000903nfkbiab0.000713fhl2a0.000494elavl40.000605fhl2a0.000508fhl2a0.000534hmgb2a0.000983tubb50.000380hmgb2a0.000728anxa13l0.000350
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" ], "text/plain": [ " tmsb4x tmsb4x_values rplp2l rplp2l_values pvalb1 pvalb1_values \\\n", "0 mbpa 0.001392 nfkbiab 0.001957 mcl1b 0.001208 \n", "1 mbpb 0.001225 mt2 0.001680 nfkbiab 0.001124 \n", "\n", " gfap gfap_values ptmab ptmab_values cotl1 \\\n", "0 si:ch211-222l21.1 0.001037 hmgn2 0.003338 cldn19 \n", "1 gfap 0.000895 hmgb2a 0.002442 si:ch211-156j16.1 \n", "\n", " cotl1_values rpl37 rpl37_values fosab fosab_values nfkbiab \\\n", "0 0.001032 mt2 0.001064 mt2 0.003449 mbpb \n", "1 0.000999 anxa13l 0.000794 dynll1 0.002879 mbpa \n", "\n", " nfkbiab_values si:dkey-183i3.5 si:dkey-183i3.5_values rpl36a \\\n", "0 0.001441 nfkbiab 0.002291 mt2 \n", "1 0.001262 plp1b 0.002119 nfkbiab \n", "\n", " rpl36a_values tlcd1 tlcd1_values myo1cb myo1cb_values si:ch73-335m24.2 \\\n", "0 0.001630 fstl3 0.000351 cldn19 0.001138 mbpb \n", "1 0.001433 mbpb 0.000347 rgcc 0.000962 mbpa \n", "\n", " si:ch73-335m24.2_values gpm6ab gpm6ab_values mbpb mbpb_values \\\n", "0 0.000489 mbpb 0.001536 egr2b 0.003785 \n", "1 0.000456 mbpa 0.001513 elovl1b 0.003292 \n", "\n", " tp53inp1 tp53inp1_values RPL41 RPL41_values jupa \\\n", "0 si:ch211-156j16.1 0.000668 mt2 0.001393 rgcc \n", "1 cldn19 0.000576 nfkbiab 0.000903 cldn19 \n", "\n", " jupa_values mbpa mbpa_values fstl1b fstl1b_values si:ch211-251b21.1 \\\n", "0 0.000412 egr2b 0.003166 mbpb 0.000440 phlda2 \n", "1 0.000281 fstl3 0.002509 mbpa 0.000396 nfkbiab \n", "\n", " si:ch211-251b21.1_values sdc4 sdc4_values tuba8l4 \\\n", "0 0.001696 tyrp1b 0.000726 si:ch211-156j16.1 \n", "1 0.001428 mcl1b 0.000725 hmgn2 \n", "\n", " tuba8l4_values sparc sparc_values hmgb2a hmgb2a_values h3f3b.1 \\\n", "0 0.001881 mbpa 0.001603 hmgn2 0.006100 hmgn2 \n", "1 0.001822 mbpb 0.001324 hmgb2a 0.004303 hmgb2a \n", "\n", " h3f3b.1_values rpl38 rpl38_values timp2a timp2a_values flj13639 \\\n", "0 0.002982 mcl1b 0.000969 mbpb 0.001005 nfkbiab \n", "1 0.002428 sparc 0.000808 mbpa 0.000964 mcl1b \n", "\n", " flj13639_values rplp1 rplp1_values ptmaa ptmaa_values hmga1a \\\n", "0 0.000334 mt2 0.001473 ptmaa 0.002394 hmgn2 \n", "1 0.000300 nfkbiab 0.001218 rplp2l 0.001809 hmgb2a \n", "\n", " hmga1a_values KRT KRT_values crip1 crip1_values rgcc \\\n", "0 0.004448 hmgn2 0.001443 hmgb2a 0.002421 hmgb2a \n", "1 0.003042 mbpb 0.001348 mbpa 0.002315 rplp2l \n", "\n", " rgcc_values rtn3 rtn3_values cd81a cd81a_values lgals2a \\\n", "0 0.003215 mbpb 0.000422 hmgb2a 0.002678 pnp4a \n", "1 0.002821 mbpa 0.000409 rplp2l 0.002386 fhl2a \n", "\n", " lgals2a_values tfec tfec_values cox4i2 cox4i2_values fstl3 \\\n", "0 0.001228 fhl2a 0.000290 si:ch211-222l21.1 0.000384 mbpb \n", "1 0.001161 CRIP2 0.000277 fstl3 0.000294 mbpa \n", "\n", " fstl3_values bzw1a bzw1a_values atf6 atf6_values pmp22b \\\n", "0 0.002465 p4hb 0.001673 mt2 0.000190 si:ch211-156j16.1 \n", "1 0.002303 bzw1a 0.001345 anxa13l 0.000165 mbpb \n", "\n", " pmp22b_values gstp1 gstp1_values gch2 gch2_values qdpra \\\n", "0 0.001475 mt2 0.001173 tyrp1b 0.001568 tyrp1b \n", "1 0.001431 tyrp1b 0.001122 wu:fc46h12 0.001511 pmela \n", "\n", " qdpra_values wu:fc46h12 wu:fc46h12_values pnp5a pnp5a_values \\\n", "0 0.000523 mcl1b 0.001566 wu:fc46h12 0.000535 \n", "1 0.000475 si:dkey-183i3.5 0.001243 tyrp1b 0.000433 \n", "\n", " oca2 oca2_values tyrp1a tyrp1a_values si:dkey-21a6.5 \\\n", "0 tyrp1b 0.000532 tyrp1b 0.000723 wu:fc46h12 \n", "1 pmela 0.000475 pmela 0.000650 fhl2a \n", "\n", " si:dkey-21a6.5_values pfn2 pfn2_values tyrp1b tyrp1b_values \\\n", "0 0.000764 rgcc 0.001457 tyrp1b 0.001869 \n", "1 0.000634 cd81a 0.001414 pmela 0.001681 \n", "\n", " slc2a15b slc2a15b_values tspan36 tspan36_values pmela \\\n", "0 wu:fc46h12 0.000597 wu:fc46h12 0.000888 tyrp1b \n", "1 tyrp1b 0.000583 si:ch211-39i22.1 0.000753 pmela \n", "\n", " pmela_values mlpha mlpha_values MREG MREG_values elovl1b \\\n", "0 0.001654 wu:fc46h12 0.000521 tyrp1b 0.000950 mbpb \n", "1 0.001498 tyrp1b 0.000497 pmela 0.000862 mbpa \n", "\n", " elovl1b_values cyp2n13 cyp2n13_values atp6ap2 atp6ap2_values p4hb \\\n", "0 0.002098 hmgb2a 0.000814 anxa13l 0.000473 p4hb \n", "1 0.002043 hmgn2 0.000724 mt2 0.000443 mcl1b \n", "\n", " p4hb_values ppp1caa ppp1caa_values cd63 cd63_values mcl1b \\\n", "0 0.001672 elovl1b 0.000374 mbpb 0.001856 mcl1b \n", "1 0.001407 nfkbiab 0.000336 mbpa 0.001744 p4hb \n", "\n", " mcl1b_values hmgn2 hmgn2_values pmp22a pmp22a_values \\\n", "0 0.003925 hmgn2 0.007998 si:ch211-137a8.4 0.003055 \n", "1 0.002122 hmgb2a 0.004808 rplp2l 0.002723 \n", "\n", " hsf2 hsf2_values tuba8l3 tuba8l3_values dynll1 dynll1_values \\\n", "0 mcl1b 0.000452 mt2 0.002052 nfkbiab 0.002423 \n", "1 nfkbiab 0.000390 mbpa 0.001502 phlda2 0.001852 \n", "\n", " slc22a7a slc22a7a_values stmn4 stmn4_values ctsba ctsba_values \\\n", "0 wu:fc46h12 0.000612 tubb5 0.000467 wu:fc46h12 0.000491 \n", "1 gch2 0.000389 mt2 0.000455 gch2 0.000236 \n", "\n", " zgc:136930 zgc:136930_values si:dkeyp-117h8.2 si:dkeyp-117h8.2_values \\\n", "0 nfkbiab 0.001700 fstl3 0.000696 \n", "1 plp1b 0.001618 efna1b 0.000613 \n", "\n", " aldocb aldocb_values cd74a cd74a_values zgc:153704 \\\n", "0 anxa13l 0.000782 nfkbiab 0.000510 si:dkey-183i3.5 \n", "1 fabp3 0.000607 mcl1b 0.000476 plp1b \n", "\n", " zgc:153704_values uraha uraha_values cfl1 cfl1_values sept15 \\\n", "0 0.001254 wu:fc46h12 0.000406 p4hb 0.001071 egr2b \n", "1 0.001242 mbpb 0.000331 bzw1a 0.001028 phlda2 \n", "\n", " sept15_values sncga sncga_values elovl1a elovl1a_values adka \\\n", "0 0.000302 fstl3 0.001291 mbpa 0.001041 hmgn2 \n", "1 0.000300 efna1b 0.001074 mbpb 0.001028 hmgb2a \n", "\n", " adka_values pnp4a pnp4a_values mt2 mt2_values crabp1a \\\n", "0 0.000365 pnp4a 0.001429 mt2 0.001699 si:ch211-222l21.1 \n", "1 0.000334 fhl2a 0.001395 tyrp1b 0.001622 gfap \n", "\n", " crabp1a_values h2afvb h2afvb_values ak1 ak1_values pef1 \\\n", "0 0.000306 hmgn2 0.004269 tyrp1b 0.000482 pnp4a \n", "1 0.000258 hmgb2a 0.002860 pmela 0.000415 fhl2a \n", "\n", " pef1_values slc44a2 slc44a2_values rhoub rhoub_values CYST \\\n", "0 0.000321 mbpb 0.000689 cldn19 0.000659 pnp4a \n", "1 0.000320 mbpa 0.000656 ptmaa 0.000621 fhl2a \n", "\n", " CYST_values slc16a1a slc16a1a_values serinc1 serinc1_values lim2.2 \\\n", "0 0.000403 fstl3 0.000187 mbpb 0.001053 ptmaa \n", "1 0.000382 mbpb 0.000180 mbpa 0.000927 cldn19 \n", "\n", " lim2.2_values SHROOM2 SHROOM2_values arl6ip1 arl6ip1_values tubb4b \\\n", "0 0.000485 mbpa 0.000539 wu:fc46h12 0.000765 crip1 \n", "1 0.000468 mbpb 0.000525 tyrp1b 0.000641 mbpa \n", "\n", " tubb4b_values midn midn_values egr2b egr2b_values tubb5 \\\n", "0 0.001509 fosab 0.000371 mbpa 0.001705 tubb5 \n", "1 0.001260 mcl1b 0.000279 cldn19 0.001699 anxa13l \n", "\n", " tubb5_values si:dkey-262k9.4 si:dkey-262k9.4_values fxyd6l \\\n", "0 0.001756 nrgna 0.000582 mbpa \n", "1 0.001639 efna1b 0.000551 wu:fc46h12 \n", "\n", " fxyd6l_values si:ch211-202a12.4 si:ch211-202a12.4_values fhl2a \\\n", "0 0.000307 krt18 0.000680 pnp4a \n", "1 0.000261 pmp22a 0.000645 fhl2a \n", "\n", " fhl2a_values anxa2a anxa2a_values rasgef1ba rasgef1ba_values CRIP2 \\\n", "0 0.001313 pnp4a 0.000424 mbpa 0.000864 pnp4a \n", "1 0.001293 fhl2a 0.000376 fabp3 0.000862 CRIP2 \n", "\n", " CRIP2_values tpd52l1 tpd52l1_values zgc:110699 zgc:110699_values alx4a \\\n", "0 0.001202 pnp4a 0.000493 pnp4a 0.000315 fhl2a \n", "1 0.001167 fhl2a 0.000462 fhl2a 0.000308 pnp4a \n", "\n", " alx4a_values si:dkey-4e7.3 si:dkey-4e7.3_values sox10 sox10_values \\\n", "0 0.000346 pnp4a 0.000387 nfkbiab 0.001622 \n", "1 0.000335 fhl2a 0.000373 mcl1b 0.001554 \n", "\n", " atp1b1a atp1b1a_values pcdh7a pcdh7a_values lgmn lgmn_values \\\n", "0 mt2 0.000862 nfkbiab 0.001266 mt2 0.000242 \n", "1 nfkbiab 0.000846 phlda2 0.001090 CRIP2 0.000203 \n", "\n", " nrgna nrgna_values vat1 vat1_values fa2h fa2h_values mdka \\\n", "0 fstl3 0.001130 mbpb 0.000962 mbpb 0.000674 phlda2 \n", "1 efna1b 0.000936 mbpa 0.000959 mbpa 0.000648 hmgb2a \n", "\n", " mdka_values hmgb1a hmgb1a_values anxa13l anxa13l_values npc2 \\\n", "0 0.002211 hmgn2 0.001058 mbpb 0.001263 mbpb \n", "1 0.001788 plp1b 0.000928 fstl3 0.001253 mbpa \n", "\n", " npc2_values rap1b rap1b_values map1lc3b map1lc3b_values mdh1aa \\\n", "0 0.000715 mcl1b 0.001003 nfkbiab 0.000657 mcl1b \n", "1 0.000695 rplp2l 0.000913 mt2 0.000571 wu:fc46h12 \n", "\n", " mdh1aa_values cmtm7 cmtm7_values cirbpa cirbpa_values tpm3 \\\n", "0 0.001051 dynll1 0.000322 hmgn2 0.001998 crip1 \n", "1 0.000983 rplp2l 0.000274 nfkbiab 0.001764 rgcc \n", "\n", " tpm3_values efhd1 efhd1_values cdkn1bb cdkn1bb_values CABZ01032488.1 \\\n", "0 0.000338 mbpb 0.000939 rgcc 0.000954 fhl2a \n", "1 0.000318 cldn19 0.000934 fxyd1 0.000772 pnp4a \n", "\n", " CABZ01032488.1_values glrx glrx_values oacyl oacyl_values \\\n", "0 0.000243 mt2 0.000460 wu:fc46h12 0.000262 \n", "1 0.000241 nfkbiab 0.000351 gch2 0.000207 \n", "\n", " calm2a calm2a_values FBXO FBXO_values mcl1a mcl1a_values col4a1 \\\n", "0 nrgna 0.001038 nfkbiab 0.000397 plp1b 0.000681 mbpa \n", "1 elovl1b 0.000954 mt2 0.000336 tubb4b 0.000619 mbpb \n", "\n", " col4a1_values sepp1a sepp1a_values krt18 krt18_values itm2ba \\\n", "0 0.002136 hmgb2a 0.001059 mt2 0.002249 mbpb \n", "1 0.002104 hmgn2 0.001058 hmgb2a 0.002211 mbpa \n", "\n", " itm2ba_values fez1 fez1_values hsp90b1 hsp90b1_values ehd2b \\\n", "0 0.002099 anxa13l 0.000462 mcl1b 0.000153 hmgb2a \n", "1 0.001798 mt2 0.000423 fosab 0.000102 phlda2 \n", "\n", " ehd2b_values anxa5b anxa5b_values calm2b calm2b_values btg1 \\\n", "0 0.000508 mt2 0.000706 crip1 0.001374 mbpa \n", "1 0.000474 phlda2 0.000565 hmgn2 0.001358 mbpb \n", "\n", " btg1_values cd9b cd9b_values gapdhs gapdhs_values phlda2 \\\n", "0 0.001953 ptmaa 0.000303 mcl1b 0.000937 tubb4b \n", "1 0.001873 mbpb 0.000283 anxa13l 0.000851 mt2 \n", "\n", " phlda2_values ip6k2a ip6k2a_values fosb fosb_values ugt8 \\\n", "0 0.002317 pmp22b 0.001154 mt2 0.002139 mbpa \n", "1 0.001984 ptmaa 0.000887 nfkbiab 0.001951 mbpb \n", "\n", " ugt8_values si:ch211-260e23.9 si:ch211-260e23.9_values \\\n", "0 0.001016 si:ch211-156j16.1 0.001104 \n", "1 0.000984 mbpb 0.000780 \n", "\n", " CR854824.1 CR854824.1_values pleca pleca_values cx27.5 \\\n", "0 mbpb 0.000534 mbpb 0.000595 mbpb \n", "1 si:ch211-156j16.1 0.000455 mbpa 0.000500 mbpa \n", "\n", " cx27.5_values rnd3b rnd3b_values ndrg1a ndrg1a_values \\\n", "0 0.000789 calm2b 0.000347 mbpb 0.001078 \n", "1 0.000783 fabp3 0.000316 mbpa 0.000914 \n", "\n", " plekha1a plekha1a_values fxyd1 fxyd1_values si:dkey-73n8.3 \\\n", "0 si:ch211-156j16.1 0.000674 fosab 0.000852 wu:fc46h12 \n", "1 rgcc 0.000661 mt2 0.000721 mdh1aa \n", "\n", " si:dkey-73n8.3_values sema3b sema3b_values ninj2 ninj2_values \\\n", "0 0.000321 mbpb 0.000739 fstl3 0.000523 \n", "1 0.000195 mbpa 0.000709 mbpb 0.000450 \n", "\n", " si:rp71-19m20.1 si:rp71-19m20.1_values basp1 basp1_values \\\n", "0 egr2b 0.001424 anxa13l 0.000558 \n", "1 cldn19 0.001303 tubb5 0.000457 \n", "\n", " pbx4 pbx4_values eno1a eno1a_values ctsd ctsd_values \\\n", "0 si:dkey-183i3.5 0.000278 mcl1b 0.000373 crip1 0.000507 \n", "1 mcl1b 0.000264 sparc 0.000356 anxa13l 0.000482 \n", "\n", " si:dkey-164f24.2 si:dkey-164f24.2_values plp1b plp1b_values mpz \\\n", "0 egr2b 0.000593 mcl1b 0.001114 mcl1b \n", "1 cldn19 0.000581 plp1b 0.000851 fabp3 \n", "\n", " mpz_values hmgb3a hmgb3a_values cd99l2 cd99l2_values canx \\\n", "0 0.000648 mcl1b 0.000831 anxa13l 0.000567 wu:fc46h12 \n", "1 0.000385 anxa13l 0.000762 mt2 0.000530 phlda2 \n", "\n", " canx_values entpd1 entpd1_values ndfip2 ndfip2_values myo10l3 \\\n", "0 0.000264 hmgb2a 0.003213 mbpb 0.000526 pmp22a \n", "1 0.000263 phlda2 0.003013 mbpa 0.000498 rgcc \n", "\n", " myo10l3_values cldn19 cldn19_values AKAP AKAP_values anxa3b \\\n", "0 0.000737 cldn19 0.002369 mbpb 0.000425 mbpa \n", "1 0.000727 rgcc 0.002061 mbpa 0.000396 mbpb \n", "\n", " anxa3b_values tjp2b tjp2b_values si:ch211-222l21.1 \\\n", "0 0.000732 cldn19 0.000378 mcl1b \n", "1 0.000705 rgcc 0.000311 hmgb2a \n", "\n", " si:ch211-222l21.1_values rpz5 rpz5_values calm1b calm1b_values \\\n", "0 0.002967 hmgb2a 0.001306 tubb5 0.000542 \n", "1 0.002418 hmgn2 0.001287 elavl4 0.000529 \n", "\n", " mdkb mdkb_values sox4a sox4a_values tuba8l \\\n", "0 si:ch211-222l21.1 0.001181 pmp22a 0.001160 hmgn2 \n", "1 anxa13l 0.000991 rgcc 0.001151 hmgb2a \n", "\n", " tuba8l_values elavl4 elavl4_values ddx6 ddx6_values degs1 \\\n", "0 0.002230 tubb5 0.001340 mcl1b 0.000675 mbpa \n", "1 0.001893 anxa13l 0.001333 p4hb 0.000610 mbpb \n", "\n", " degs1_values egr1 egr1_values gdi1 gdi1_values hsd11b1la \\\n", "0 0.000578 mt2 0.000657 anxa13l 0.000508 wu:fc46h12 \n", "1 0.000520 dynll1 0.000616 tubb5 0.000453 gch2 \n", "\n", " hsd11b1la_values slc45a2 slc45a2_values agtrap agtrap_values \\\n", "0 0.000190 tyrp1b 0.000597 wu:fc46h12 0.000423 \n", "1 0.000183 pmela 0.000552 fhl2a 0.000210 \n", "\n", " akap12a akap12a_values asmtl asmtl_values bnip3lb bnip3lb_values \\\n", "0 pnp4a 0.000857 ptmaa 0.000896 nfkbiab 0.000493 \n", "1 fhl2a 0.000847 cldn19 0.000857 hmgn2 0.000445 \n", "\n", " si:ch73-46j18.5 si:ch73-46j18.5_values spry2 spry2_values nfkbiaa \\\n", "0 mbpb 0.000655 mbpa 0.000730 mt2 \n", "1 mbpa 0.000651 mbpb 0.000695 mcl1b \n", "\n", " nfkbiaa_values ccng1 ccng1_values plecb plecb_values si:ch211-196l7.4 \\\n", "0 0.000634 mt2 0.000418 mbpa 0.000546 mbpa \n", "1 0.000477 crip1 0.000349 mbpb 0.000514 mbpb \n", "\n", " si:ch211-196l7.4_values bscl2l bscl2l_values sgce sgce_values \\\n", "0 0.000816 wu:fc46h12 0.000285 mbpb 0.000607 \n", "1 0.000782 gch2 0.000217 mbpa 0.000575 \n", "\n", " zdhhc2 zdhhc2_values scarb1 scarb1_values rtn1b rtn1b_values \\\n", "0 tyrp1b 0.000320 wu:fc46h12 0.000244 anxa13l 0.001106 \n", "1 pmela 0.000297 gch2 0.000190 tubb5 0.001068 \n", "\n", " prtfdc1 prtfdc1_values phyhd1 phyhd1_values atic atic_values \\\n", "0 wu:fc46h12 0.000203 wu:fc46h12 0.000152 rgcc 0.000304 \n", "1 mbpb 0.000175 fhl2a 0.000114 pnp4a 0.000275 \n", "\n", " b2ml b2ml_values ngfrb ngfrb_values ndrg3a ndrg3a_values \\\n", "0 mbpb 0.001185 hmgn2 0.000463 anxa13l 0.000634 \n", "1 mbpa 0.001121 anxa13l 0.000419 si:ch211-222l21.1 0.000560 \n", "\n", " prdx1 prdx1_values GABARAPL1 GABARAPL1_values si:ch211-213a13.1 \\\n", "0 mcl1b 0.000522 nfkbiab 0.000807 mbpb \n", "1 nfkbiab 0.000413 elovl1b 0.000551 mbpa \n", "\n", " si:ch211-213a13.1_values adipor2 adipor2_values atf3 \\\n", "0 0.000995 si:ch211-156j16.1 0.000246 dynll1 \n", "1 0.000956 hmgb2a 0.000222 mt2 \n", "\n", " atf3_values si:dkey-226k3.4 si:dkey-226k3.4_values qki2 qki2_values \\\n", "0 0.000718 pnp4a 0.000437 cldn19 0.001669 \n", "1 0.000704 fhl2a 0.000433 rgcc 0.001359 \n", "\n", " wls wls_values cldn7a cldn7a_values si:ch211-39i22.1 \\\n", "0 btg1 0.000238 si:ch211-222l21.1 0.000718 crip1 \n", "1 nfkbiab 0.000224 phlda2 0.000567 si:ch211-39i22.1 \n", "\n", " si:ch211-39i22.1_values psap psap_values mgst1.2 \\\n", "0 0.001031 si:ch211-156j16.1 0.000388 hmgb2a \n", "1 0.000947 phlda2 0.000373 hmgn2 \n", "\n", " mgst1.2_values bace2 bace2_values si:dkey-251i10.2 \\\n", "0 0.000354 wu:fc46h12 0.000536 mcl1b \n", "1 0.000344 tyrp1b 0.000329 nfkbiab \n", "\n", " si:dkey-251i10.2_values gch1 gch1_values zgc:153031 \\\n", "0 0.000469 wu:fc46h12 0.000271 mcl1b \n", "1 0.000385 gch2 0.000196 wu:fc46h12 \n", "\n", " zgc:153031_values paics paics_values mcamb mcamb_values col14a1a \\\n", "0 0.000231 wu:fc46h12 0.000563 mbpa 0.000603 mbpb \n", "1 0.000211 mbpb 0.000352 mbpb 0.000587 mbpa \n", "\n", " col14a1a_values eif4ebp3l eif4ebp3l_values si:dkeyp-75h12.5 \\\n", "0 0.000442 ptmaa 0.000421 anxa13l \n", "1 0.000387 mcl1b 0.000396 mt2 \n", "\n", " si:dkeyp-75h12.5_values emc4 emc4_values stard8 stard8_values hbegfb \\\n", "0 0.000563 mbpa 0.000260 mbpa 0.000809 mbpb \n", "1 0.000548 mbpb 0.000251 mbpb 0.000779 mbpa \n", "\n", " hbegfb_values nr1d2a nr1d2a_values arhgef1b arhgef1b_values \\\n", "0 0.000347 mbpb 0.000579 nfkbiab 0.001126 \n", "1 0.000327 mbpa 0.000518 si:dkey-183i3.5 0.001071 \n", "\n", " calm1a calm1a_values fabp3 fabp3_values snap25a snap25a_values clstn2 \\\n", "0 mbpa 0.002285 mt2 0.000983 mt2 0.000654 anxa13l \n", "1 mbpb 0.002156 pcna 0.000724 tubb5 0.000641 tubb5 \n", "\n", " clstn2_values emp2 emp2_values syngr2b syngr2b_values si:ch211-132g1.3 \\\n", "0 0.000410 rgcc 0.000607 cldn19 0.000258 mbpb \n", "1 0.000346 mbpb 0.000582 ptmaa 0.000245 mbpa \n", "\n", " si:ch211-132g1.3_values odc1 odc1_values ythdf2 ythdf2_values \\\n", "0 0.001905 nfkbiab 0.000983 fosab 0.000334 \n", "1 0.001881 mcl1b 0.000735 phlda2 0.000331 \n", "\n", " xbp1 xbp1_values stmn2b stmn2b_values postna \\\n", "0 si:dkey-183i3.5 0.001267 tubb5 0.000800 hmgb2a \n", "1 plp1b 0.001173 anxa13l 0.000765 phlda2 \n", "\n", " postna_values mef2cb mef2cb_values flna flna_values \\\n", "0 0.002129 hmgb2a 0.000760 phlda2 0.000487 \n", "1 0.002021 rplp2l 0.000575 mcl1b 0.000486 \n", "\n", " si:ch211-197g15.7 si:ch211-197g15.7_values atp1a1b atp1a1b_values \\\n", "0 mbpb 0.000461 hmgn2 0.000542 \n", "1 mbpa 0.000443 gfap 0.000496 \n", "\n", " slc1a2b slc1a2b_values s100b s100b_values \\\n", "0 si:ch211-222l21.1 0.000579 cd81a 0.000518 \n", "1 gfap 0.000508 si:ch211-137a8.4 0.000501 \n", "\n", " si:ch211-156j16.1 si:ch211-156j16.1_values atp1a1a.1 atp1a1a.1_values \\\n", "0 phlda2 0.001922 nfkbiab 0.000487 \n", "1 nfkbiab 0.001407 egr2b 0.000429 \n", "\n", " zgc:153012 zgc:153012_values aatkb aatkb_values si:dkey-276j7.1 \\\n", "0 si:ch211-156j16.1 0.000528 mbpb 0.00084 anxa13l \n", "1 mbpa 0.000440 mbpa 0.00082 tubb5 \n", "\n", " si:dkey-276j7.1_values scn4ab scn4ab_values vcanb \\\n", "0 0.000686 si:ch211-137a8.4 0.002993 hmgb2a \n", "1 0.000610 hmgb2a 0.002627 mbpa \n", "\n", " vcanb_values erbb3b erbb3b_values wasla wasla_values selt2 \\\n", "0 0.000944 hmgb2a 0.000145 rgcc 0.000498 pmp22a \n", "1 0.000808 mbpa 0.000125 cldn19 0.000471 cldn19 \n", "\n", " selt2_values cdk1 cdk1_values col6a3 col6a3_values \\\n", "0 0.000627 hmgn2 0.001735 hmgb2a 0.000966 \n", "1 0.000540 hmgb2a 0.001174 si:ch211-137a8.4 0.000862 \n", "\n", " ppp1r15a ppp1r15a_values srsf5a srsf5a_values si:ch211-288g17.3 \\\n", "0 fosab 0.000298 plp1b 0.000672 hmgn2 \n", "1 mcl1b 0.000271 tyrp1b 0.000618 hmgb2a \n", "\n", " si:ch211-288g17.3_values RAPGE RAPGE_values hoxb7a \\\n", "0 0.002952 anxa13l 0.000331 mbpa \n", "1 0.002001 tubb5 0.000311 si:ch211-39i22.1 \n", "\n", " hoxb7a_values gpm6aa gpm6aa_values bhlhe40 bhlhe40_values trib3 \\\n", "0 0.000410 anxa13l 0.000788 mcl1b 0.000798 mbpb \n", "1 0.000396 mt2 0.000650 rplp2l 0.000671 mbpa \n", "\n", " trib3_values plpp3 plpp3_values ahnak ahnak_values rrm2 \\\n", "0 0.000278 mbpa 0.001042 fstl3 0.000508 hmgn2 \n", "1 0.000267 si:ch211-137a8.4 0.000966 mt2 0.000468 hmgb2a \n", "\n", " rrm2_values pdcd6 pdcd6_values mad2l1 mad2l1_values lfng \\\n", "0 0.002938 mbpa 0.000337 hmgn2 0.001063 hmgb2a \n", "1 0.002450 mbpb 0.000306 hmgb2a 0.000732 ptmaa \n", "\n", " lfng_values si:ch211-137a8.4 si:ch211-137a8.4_values prrg4 prrg4_values \\\n", "0 0.000611 nfkbiab 0.001359 mbpb 0.000739 \n", "1 0.000537 si:ch211-137a8.4 0.001342 mbpa 0.000677 \n", "\n", " anxa4 anxa4_values hepacama hepacama_values dedd1 \\\n", "0 mcl1b 0.000449 si:ch211-222l21.1 0.000292 mbpb \n", "1 egr2b 0.000358 gfap 0.000266 mbpa \n", "\n", " dedd1_values tuft1a tuft1a_values prdx5 prdx5_values rtn1a \\\n", "0 0.000515 mbpb 0.000723 nfkbiab 0.000515 anxa13l \n", "1 0.000455 mbpa 0.000698 mcl1b 0.000451 mt2 \n", "\n", " rtn1a_values tmsb tmsb_values her4.2 her4.2_values foxp4 \\\n", "0 0.000951 mt2 0.001198 mcl1b 0.000434 phlda2 \n", "1 0.000906 anxa13l 0.001132 tubb4b 0.000284 anxa13l \n", "\n", " foxp4_values tagln2 tagln2_values hapln1a \\\n", "0 0.002021 si:ch211-137a8.4 0.000661 hmgb2a \n", "1 0.001712 hmgb2a 0.000463 si:ch211-137a8.4 \n", "\n", " hapln1a_values si:ch211-194k22.8 si:ch211-194k22.8_values tcf3b \\\n", "0 0.001569 anxa13l 0.000323 mcl1b \n", "1 0.001355 mt2 0.000309 p4hb \n", "\n", " tcf3b_values sncgb sncgb_values myl9b myl9b_values pcna \\\n", "0 0.000291 mt2 0.000496 rgcc 0.000171 nfkbiab \n", "1 0.000259 anxa13l 0.000465 mcl1b 0.000163 hmgb2a \n", "\n", " pcna_values igfbp3 igfbp3_values chp2 chp2_values lbr lbr_values \\\n", "0 0.002630 hmgb2a 0.000929 mbpb 0.000468 hmgn2 0.001575 \n", "1 0.002156 hmgn2 0.000822 mbpa 0.000417 hmgb2a 0.001102 \n", "\n", " net1 net1_values arrdc3b arrdc3b_values slc20a2 \\\n", "0 fabp3 0.000159 si:ch211-156j16.1 0.000239 mbpb \n", "1 krt18 0.000156 si:ch211-222l21.1 0.000236 mbpa \n", "\n", " slc20a2_values znf536 znf536_values aif1l aif1l_values hmgn3 \\\n", "0 0.000712 ptmaa 0.000546 mbpa 0.000302 si:ch211-137a8.4 \n", "1 0.000625 fabp3 0.000531 mbpb 0.000298 phlda2 \n", "\n", " hmgn3_values sncb sncb_values plpp1a plpp1a_values si:dkey-253d23.4 \\\n", "0 0.000595 mt2 0.000680 mbpb 0.000277 mbpb \n", "1 0.000524 tubb5 0.000662 mbpa 0.000265 mbpa \n", "\n", " si:dkey-253d23.4_values gulp1a gulp1a_values ivns1abpa \\\n", "0 0.000550 mcl1b 0.000784 wu:fc46h12 \n", "1 0.000534 hmgn2 0.000778 CRIP2 \n", "\n", " ivns1abpa_values fam49a fam49a_values si:dkey-51a16.9 \\\n", "0 0.000249 rgcc 0.000549 pmp22a \n", "1 0.000223 cldn19 0.000504 rgcc \n", "\n", " si:dkey-51a16.9_values maptb maptb_values ccl19a.1 ccl19a.1_values \\\n", "0 0.000663 anxa13l 0.000415 phlda2 0.000354 \n", "1 0.000591 tubb5 0.000414 nfkbiab 0.000300 \n", "\n", " slc6a1b slc6a1b_values NAPSA NAPSA_values tspan10 tspan10_values \\\n", "0 mbpb 0.000642 fstl3 0.000583 tyrp1b 0.000365 \n", "1 mbpa 0.000600 mbpb 0.000467 pmela 0.000332 \n", "\n", " tmem176 tmem176_values bco1 bco1_values azin1a azin1a_values \\\n", "0 rplp2l 0.000751 wu:fc46h12 0.000199 mbpb 0.000892 \n", "1 wu:fc46h12 0.000715 gch2 0.000126 mbpa 0.000787 \n", "\n", " zgc:162150 zgc:162150_values clu clu_values nfasca nfasca_values \\\n", "0 wu:fc46h12 0.000198 mbpa 0.000146 mt2 0.000500 \n", "1 gch2 0.000128 mbpb 0.000137 rgcc 0.000468 \n", "\n", " smox smox_values htra1a htra1a_values ubl3a ubl3a_values \\\n", "0 hmgn2 0.001115 mbpb 0.000522 mbpa 0.000290 \n", "1 hmgb2a 0.001011 fstl3 0.000482 mbpb 0.000271 \n", "\n", " tspan2a tspan2a_values slc44a1b slc44a1b_values \\\n", "0 mbpb 0.000525 mbpb 0.000583 \n", "1 si:ch211-222l21.1 0.000416 mbpa 0.000563 \n", "\n", " klf6a klf6a_values efna1b efna1b_values col6a2 \\\n", "0 si:ch211-156j16.1 0.000666 fstl3 0.001252 hmgb2a \n", "1 mbpb 0.000657 mbpb 0.001102 hmgn2 \n", "\n", " col6a2_values col6a1 col6a1_values hmp19 hmp19_values syt11a \\\n", "0 0.000732 hmgb2a 0.001084 mt2 0.000713 anxa13l \n", "1 0.000646 phlda2 0.000953 tubb5 0.000681 tubb5 \n", "\n", " syt11a_values aatka aatka_values tmem125b tmem125b_values pcbp4 \\\n", "0 0.000578 mbpb 0.000609 rgcc 0.000409 ptmaa \n", "1 0.000508 mbpa 0.000583 efna1b 0.000311 cldn19 \n", "\n", " pcbp4_values qkia qkia_values pfkfb4b pfkfb4b_values \\\n", "0 0.000597 si:ch211-137a8.4 0.001301 nfkbiab 0.000307 \n", "1 0.000578 rplp2l 0.001180 plp1b 0.000276 \n", "\n", " gpr143 gpr143_values cntfr cntfr_values \\\n", "0 wu:fc46h12 0.000559 si:ch211-137a8.4 0.000339 \n", "1 tyrp1b 0.000481 rplp2l 0.000323 \n", "\n", " si:ch211-195b13.1 si:ch211-195b13.1_values zgc:92242 zgc:92242_values \\\n", "0 mbpb 0.000314 mbpb 0.000356 \n", "1 mbpa 0.000274 nfkbiab 0.000350 \n", "\n", " fam102ab fam102ab_values metrnl metrnl_values apodb \\\n", "0 si:ch211-156j16.1 0.000263 pmp22b 0.000497 mcl1b \n", "1 mbpb 0.000262 si:dkey-183i3.5 0.000451 egr2b \n", "\n", " apodb_values ppfibp1a ppfibp1a_values pik3ip1 pik3ip1_values proza \\\n", "0 0.000127 pnp4a 0.000354 mbpb 0.000517 mbpb \n", "1 0.000115 fhl2a 0.000340 mbpa 0.000427 mbpa \n", "\n", " proza_values tspan7b tspan7b_values atp6v0cb atp6v0cb_values \\\n", "0 0.000870 anxa13l 0.000614 anxa13l 0.000800 \n", "1 0.000779 mt2 0.000519 tubb5 0.000752 \n", "\n", " hspa5 hspa5_values creb3l3l creb3l3l_values tmem59l \\\n", "0 mcl1b 0.000444 anxa13l 0.000416 mt2 \n", "1 si:ch211-222l21.1 0.000350 nfkbiab 0.000359 anxa13l \n", "\n", " tmem59l_values fkbp5 fkbp5_values slc35c2 slc35c2_values \\\n", "0 0.000490 plp1b 0.000239 hmgb2a 0.001834 \n", "1 0.000482 mbpa 0.000225 si:ch211-137a8.4 0.001759 \n", "\n", " pisd pisd_values larp4ab larp4ab_values pax7b pax7b_values \\\n", "0 mbpb 0.000640 phlda2 0.000482 gch2 0.000284 \n", "1 mbpa 0.000575 nfkbiab 0.000476 wu:fc46h12 0.000260 \n", "\n", " scn1ba scn1ba_values mtmr1b mtmr1b_values anxa13 anxa13_values \\\n", "0 mbpa 0.001793 mbpb 0.000468 mbpb 0.000455 \n", "1 mbpb 0.001772 mbpa 0.000463 mbpa 0.000454 \n", "\n", " rbm24a rbm24a_values elovl6 elovl6_values fosl1a \\\n", "0 cldn19 0.000868 mbpb 0.000463 mt2 \n", "1 si:ch211-156j16.1 0.000749 mbpa 0.000436 dynll1 \n", "\n", " fosl1a_values nr4a2b nr4a2b_values sb:cb81 sb:cb81_values igf2bp3 \\\n", "0 0.000679 fabp3 0.000978 phlda2 0.000460 phlda2 \n", "1 0.000593 sdc4 0.000558 mt2 0.000425 hmgn2 \n", "\n", " igf2bp3_values pdia6 pdia6_values tspan15 tspan15_values gldn \\\n", "0 0.000184 mcl1b 0.000173 mbpb 0.000393 cldn19 \n", "1 0.000176 tubb4b 0.000123 fstl3 0.000361 rgcc \n", "\n", " gldn_values cmtm6 cmtm6_values sypl2b sypl2b_values \\\n", "0 0.001523 fhl2a 0.000571 wu:fc46h12 0.000391 \n", "1 0.001351 CRIP2 0.000528 si:ch211-39i22.1 0.000334 \n", "\n", " itga6b itga6b_values entpd3 entpd3_values palm1b \\\n", "0 phlda2 0.000746 anxa13l 0.001022 anxa13l \n", "1 si:ch211-137a8.4 0.000635 mt2 0.000973 sparc \n", "\n", " palm1b_values syt5a syt5a_values ALKB ALKB_values igfbp2a \\\n", "0 0.000367 mbpb 0.000337 mbpa 0.000238 mbpa \n", "1 0.000361 mbpa 0.000336 mbpb 0.000209 mbpb \n", "\n", " igfbp2a_values clstn1 clstn1_values mknk2b mknk2b_values \\\n", "0 0.000139 mt2 0.000392 si:ch211-156j16.1 0.000515 \n", "1 0.000132 tubb5 0.000378 rgcc 0.000501 \n", "\n", " rab1ba rab1ba_values stmn2a stmn2a_values stx1b stx1b_values \\\n", "0 anxa13l 0.000319 tubb5 0.000952 mt2 0.000440 \n", "1 tubb5 0.000269 anxa13l 0.000914 tubb5 0.000438 \n", "\n", " cdca7a cdca7a_values cdh11 cdh11_values lmnb2 lmnb2_values slc22a2 \\\n", "0 nfkbiab 0.000639 fhl2a 0.000273 hmgn2 0.000928 hmgn2 \n", "1 anxa13l 0.000593 pnp4a 0.000268 hmgb2a 0.000701 hmgb2a \n", "\n", " slc22a2_values zgc:110789 zgc:110789_values pcdh10a pcdh10a_values \\\n", "0 0.000246 fhl2a 0.000339 wu:fc46h12 0.000418 \n", "1 0.000243 pnp4a 0.000330 fhl2a 0.000229 \n", "\n", " grasp grasp_values gnmt gnmt_values tfap2e tfap2e_values \\\n", "0 rgcc 0.001334 mbpb 0.000290 si:ch211-39i22.1 0.000357 \n", "1 pmp22a 0.001179 fstl3 0.000273 wu:fc46h12 0.000343 \n", "\n", " cadm4 cadm4_values rhbdl3 rhbdl3_values pik3r3a pik3r3a_values pah \\\n", "0 cldn19 0.000783 mbpb 0.000564 mbpa 0.000276 tyrp1b \n", "1 rgcc 0.000772 mbpa 0.000493 plp1b 0.000262 pmela \n", "\n", " pah_values phyhiplb phyhiplb_values plk2b plk2b_values \\\n", "0 0.000319 hmgb2a 0.001237 si:ch211-156j16.1 0.000359 \n", "1 0.000282 phlda2 0.001102 mbpb 0.000345 \n", "\n", " fstb fstb_values pdgfbb pdgfbb_values serinc5 serinc5_values neurl1b \\\n", "0 fstl3 0.000402 mbpb 0.00121 mbpb 0.000443 rgcc \n", "1 phlda2 0.000379 fstl3 0.00119 rgcc 0.000360 cldn19 \n", "\n", " neurl1b_values ctdsp2 ctdsp2_values slc6a9 slc6a9_values \\\n", "0 0.000287 nfkbiab 0.000673 si:ch211-222l21.1 0.000332 \n", "1 0.000270 rplp2l 0.000594 gfap 0.000307 \n", "\n", " aqp1a.1 aqp1a.1_values atp1b4 atp1b4_values mmp17b \\\n", "0 pnp4a 0.000570 si:ch211-222l21.1 0.000714 hmgb2a \n", "1 fhl2a 0.000555 gfap 0.000604 phlda2 \n", "\n", " mmp17b_values slc25a43 slc25a43_values myo5b myo5b_values rab6ba \\\n", "0 0.003092 mcl1b 0.000367 pnp4a 0.000592 tubb5 \n", "1 0.002814 nfkbiab 0.000326 fhl2a 0.000591 anxa13l \n", "\n", " rab6ba_values pcsk1nl pcsk1nl_values si:dkey-7j14.5 \\\n", "0 0.000375 tubb5 0.000405 tubb5 \n", "1 0.000360 anxa13l 0.000397 mt2 \n", "\n", " si:dkey-7j14.5_values spock3 spock3_values COL18 COL18_values ttyh2l \\\n", "0 0.000437 plp1b 0.000425 mbpb 0.000610 pnp4a \n", "1 0.000431 tyrp1b 0.000385 mbpa 0.000575 fhl2a \n", "\n", " ttyh2l_values elavl3 elavl3_values impdh1b impdh1b_values alcama \\\n", "0 0.000358 mt2 0.000857 wu:fc46h12 0.000234 hmgb2a \n", "1 0.000357 anxa13l 0.000802 fhl2a 0.000203 nfkbiab \n", "\n", " alcama_values lrrc17 lrrc17_values ston2 ston2_values trpm1b \\\n", "0 0.000383 hmgb2a 0.001781 mbpa 0.000132 wu:fc46h12 \n", "1 0.000374 phlda2 0.001610 mbpb 0.000121 gch2 \n", "\n", " trpm1b_values olfm1b olfm1b_values mcm6 mcm6_values akap12b \\\n", "0 0.000238 tubb5 0.000380 anxa13l 0.000588 pnp4a \n", "1 0.000206 mt2 0.000373 nfkbiab 0.000586 fhl2a \n", "\n", " akap12b_values tsc22d2 tsc22d2_values tcirg1a tcirg1a_values lhfpl2b \\\n", "0 0.000325 fhl2a 0.000345 fhl2a 0.000303 fhl2a \n", "1 0.000321 CRIP2 0.000330 pnp4a 0.000298 pnp4a \n", "\n", " lhfpl2b_values rnf13 rnf13_values mical3a mical3a_values \\\n", "0 0.000377 mbpb 0.000712 mbpb 0.000306 \n", "1 0.000367 mbpa 0.000671 si:ch211-156j16.1 0.000298 \n", "\n", " cyth1b cyth1b_values cpe cpe_values phgdh phgdh_values \\\n", "0 hmgb2a 0.000483 tubb5 0.000431 pnp4a 0.000308 \n", "1 phlda2 0.000450 anxa13l 0.000430 fhl2a 0.000295 \n", "\n", " si:ch211-105c13.3 si:ch211-105c13.3_values vwa1 vwa1_values \\\n", "0 pnp4a 0.000368 hmgb2a 0.000529 \n", "1 fhl2a 0.000368 hmgn2 0.000438 \n", "\n", " si:ch211-243a20.3 si:ch211-243a20.3_values atp1b2a atp1b2a_values mki67 \\\n", "0 pnp4a 0.00092 tubb5 0.000402 hmgn2 \n", "1 fhl2a 0.00091 elavl4 0.000387 hmgb2a \n", "\n", " mki67_values snap25b snap25b_values tfdp2 tfdp2_values \\\n", "0 0.001405 tubb5 0.000529 pmp22a 0.000321 \n", "1 0.000968 anxa13l 0.000509 rgcc 0.000308 \n", "\n", " si:ch211-137i24.10 si:ch211-137i24.10_values gpnmb gpnmb_values rdh5 \\\n", "0 pnp4a 0.000513 pnp4a 0.000720 pnp4a \n", "1 fhl2a 0.000511 fhl2a 0.000719 fhl2a \n", "\n", " rdh5_values hells hells_values dct dct_values emp3b \\\n", "0 0.000322 nfkbiab 0.000712 tyrp1b 0.000500 wu:fc46h12 \n", "1 0.000320 anxa13l 0.000567 pmela 0.000448 fhl2a \n", "\n", " emp3b_values IFI IFI_values fam212aa fam212aa_values ponzr1 \\\n", "0 0.000248 pnp4a 0.000906 phlda2 0.000754 pnp4a \n", "1 0.000222 fhl2a 0.000903 nfkbiab 0.000713 fhl2a \n", "\n", " ponzr1_values prph prph_values si:ch211-256m1.8 \\\n", "0 0.000515 tubb5 0.000646 pnp4a \n", "1 0.000494 elavl4 0.000605 fhl2a \n", "\n", " si:ch211-256m1.8_values sytl2b sytl2b_values ccna2 ccna2_values \\\n", "0 0.000513 pnp4a 0.000536 hmgn2 0.001375 \n", "1 0.000508 fhl2a 0.000534 hmgb2a 0.000983 \n", "\n", " ddc ddc_values top2a top2a_values slc6a2 slc6a2_values \n", "0 anxa13l 0.000383 hmgn2 0.001088 tubb5 0.000365 \n", "1 tubb5 0.000380 hmgb2a 0.000728 anxa13l 0.000350 " ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(full_reg_rank['Unknown'].shape)\n", "full_reg_rank[\"Unknown\"].head(2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the above table, we can see that in the previously \"Unknown\" cell type, the top two regulators of tmsb4x gene (the first column in the above table) are `mbpb` and `si:ch211-156j16.1` with their aggregate regulation strength based on Jacobian `0.001429` and `0.001422`, respectively. The same applies to other columns and similarly to the `full_eff_rank` dictionary. " ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "scrolled": true }, "outputs": [], "source": [ "eff_rank = dyn.vf.rank_jacobian_genes(adata, groups='Cell_type', \n", " mode='eff', abs=True, output_values=True)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "reg_rank = dyn.vf.rank_jacobian_genes(adata, groups='Cell_type', \n", " mode='reg', abs=True, exclude_diagonal=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`int` stands for interactions, the pairs of (gene1, gene2) values in jacobian matrix." ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "int_rank = dyn.vf.rank_jacobian_genes(adata, groups='Cell_type', mode='int', \n", " exclude_diagonal=True, output_values=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### Construct and visualize cell-type specific regulatory networks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the `full_reg_rank` and `full_eff_rank` calculated, we can now pass a set of genes of interests and use them to build a regulatory network for any specific cell type and then visualize the network with either an arcPlot or a circosPlot, etc. \n", "\n", "We build networks for each cell type by passing the argument `cluster = \"Cell_type\"` to {meth}`dynamo.vf.build_network_per_cluster` function. The edges and their weights are based on the above ranking full regulator/effector dictionaries (pass as values to the `full_reg_rank` and `full_eff_rank` arguments)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Interesting, Jacobian analysis revealed potential regulation of the chondrocyte marker `slc36c2` by the pigment regulator `erbb3`, consistent with previous reports that `EGFR (erbb3)` signaling is critical for maintaining the chondrocyte lineage (Fisher et al. 2007). In addition, this analysis revealed a strong connection between chondrocyte-specific markers `col6a3`, `col6a`, `col6a2`, and `vwa1`. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we will use a few key gene in the “unknown” cell cluster to build a regulatory network based on the estimated cell-wise Jacobian matrices of chondrocyte cells. " ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----> [iterating reg_groups] in progress: 100.0000%|-----> [iterating reg_groups] completed [1.4136s]\n" ] } ], "source": [ "import networkx as nx\n", "import numpy as np\n", "\n", "unknown_cell_type_regulators = [\"erbb3b\", \"col6a3\", \"vwa1\", \"slc35c2\", \"col6a2\", \"col6a1\"]\n", "edges_list = dyn.vf.build_network_per_cluster(adata,\n", " cluster='Cell_type',\n", " cluster_names=None,\n", " full_reg_rank=full_reg_rank,\n", " full_eff_rank=full_eff_rank,\n", " genes=np.unique(unknown_cell_type_regulators),\n", " n_top_genes=100)\n", "network = nx.from_pandas_edgelist(edges_list['Unknown'], 'regulator', \n", " 'target', edge_attr='weight', create_using=nx.DiGraph())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Network can then be visualized as an Arcplot:" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 436, "width": 399 } }, "output_type": "display_data" } ], "source": [ "ax=dyn.pl.arcPlot(adata, cluster=\"Cell_type\", cluster_name=\"Unknown\", \n", " edges_list=None, network=network, color=\"M_s\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, network can also be built with other criteria and visualized with other plots, like the circos plot or hive Plot. For example, we can select 10 top genes with highest absolute acceleration values in `Unknown` cell type." ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "selected_genes = adata.uns['rank_abs_acceleration']['Unknown'][:10]" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----> [iterating reg_groups] in progress: 100.0000%|-----> [iterating reg_groups] completed [1.6208s]\n" ] } ], "source": [ "edges_list = dyn.vf.build_network_per_cluster(adata,\n", " cluster='Cell_type',\n", " cluster_names=None,\n", " full_reg_rank=full_reg_rank,\n", " full_eff_rank=full_eff_rank,\n", " genes=selected_genes,\n", " n_top_genes=1000)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can then focus on analyzing `Unknown` cell type network and construct networkx graph structure for `Unknown` cell group. We next constrain the edges by removing all edges with weight <= 0.0015." ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "network = nx.from_pandas_edgelist(edges_list['Unknown'].drop_duplicates().query(\"weight > 0.0015\"), \n", " 'regulator', 'target', \n", " edge_attr='weight',\n", " create_using=nx.DiGraph())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Before drawing a circos plot, we can insert attributes into `networkx` `Graph` object. In the code cell below, we assign average `M_s` values to each cluster to color the nodes in the circos plot later." ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "color_key = \"M_s\"\n", "cluster_key = \"Cell_type\"\n", "selected_cluster = \"Unknown\"\n", "adata_layer_key = \"M_s\"\n", "for node in network.nodes:\n", " network.nodes[node][\"M_s\"] = adata[:, node].layers[\"M_s\"].mean()\n", "\n", "for edge in network.edges:\n", " network.edges[edge][\"weight\"] *= 1000" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lastly, we can visulize the network with {meth}`dynamo.pl.circosPlot`." ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 416, "width": 418 } }, "output_type": "display_data" } ], "source": [ "dyn.configuration.set_figure_params(background='white')\n", "dyn.pl.circosPlot(network, node_color_key=\"M_s\", \n", " show_colorbar=True, \n", " edge_alpha_scale=0.7, edge_lw_scale=0.7)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Visualize gene expression, velocity, acceleration, curvature as a function of vector field based pseudotime. \n", "\n", "Here we can apply {meth}`dynamo.ext.ddhodge` to first obtain a measure of pseudotime that is based on learned vector field function. Then we can visualize gene expression, velocity, acceleration, curvature as a function of vector field based pseudotime to reveal different aspects of gene expression kinetics over time. \n", "\n", "The kinetic heatmap shown below indicates that there are a few distinct stages of gene expression changes (or velocity, acceleration, curvature, etc.) during zebrafish pigmentation." ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----> graphizing vectorfield...\n", "|-----------? nbrs_idx argument is ignored and recomputed because nbrs_idx is not None and return_nbrs=True\n", "|-----------> calculating neighbor indices...\n", "|-----> method arg is None, choosing methods automatically...\n", "|-----------> method ball_tree selected\n", "|-----> [ddhodge completed] completed [25.4098s]\n" ] } ], "source": [ "dyn.ext.ddhodge(adata, basis='pca')" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "transition_genes = adata.var_names[adata.var.use_for_transition]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Visualize the **gene expression dynamics** as a function of vector field based pseudotime (*x-axis*). " ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 395, "width": 595 } }, "output_type": "display_data" } ], "source": [ "dyn.pl.kinetic_heatmap(adata, \n", " genes=transition_genes, \n", " tkey='pca_ddhodge_potential',\n", " gene_order_method='maximum', \n", " mode='pseudotime', \n", " color_map='viridis',\n", " yticklabels=False, \n", " figsize=(6,4)\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that if you want to visualize the gene expression for a specific cell lineage, you can subset the adata via something like (the same applies to other kinetic heatmaps): \n", "\n", "Let us check the `melanophore` lineage by cross referencing the vector-field based pseudotime and the streamline plots, overlaied with cell-type annotations." ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----> method arg is None, choosing methods automatically...\n", "|-----------> method kd_tree selected\n", "|-----------> plotting with basis key=X_umap\n", "|-----------> plotting with basis key=X_umap\n", "|-----------> skip filtering Cell_type by stack threshold when stacking color because it is not a numeric type\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 285, "width": 645 } }, "output_type": "display_data" } ], "source": [ "dyn.pl.streamline_plot(adata, color=['pca_ddhodge_potential', 'Cell_type'],\n", " figsize=(5,4),s_kwargs_dict={'adjust_legend':True,'dpi':80},)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can then collect cells from `Proliferating Progenitor`, `Pigment Progenitor`, `Melanophore` that forms the melanophore lineage by subseting adata object. This adata subset is then used to visualize the expression kinetic heatmap for the melanophore lineage. " ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "image/png": 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pDYtTRERERERERESkNSxOEREREREREb0hZDIZ2rZtq+1uEKlhcYqIiIiIiIiIiLSGxSkiIiIiIiIiItIaFqeIiIiIiIiIiEhrWJwiIiIiIiIiqib8/Pygp6eHJ0+eYOTIkbCxsYGZmRm8vLwQFxeHoqIiTJs2DfXq1YO5uTk8PT0RGxtbpp3o6Gh07NgRRkZGaNCgAaZNm4bc3Fy1dTw8PGBnZ4fExES8//77MDMzQ506dfDJJ5/gwYMHZdq8fv06PvnkE9jb28PAwADm5uZwd3fH3r17q+x40L+DnrY7QERERERERPRv9fDhwwqtZ2dnV+E2lUolPD09UVpaCj8/P1y9ehURERHo27cvmjRpgmvXrmHQoEFISUlBWFgY+vTpgzt37sDExAQAkJiYiN69e6Nz584YP348IiMjsWzZMpw5cwaRkZHQ0/u/UkF+fj48PT2hp6cHf39/3LhxA9u2bcOvv/6KP/74A/Xr1wcAnD9/Hh4eHjA0NMSAAQNgY2ODe/fuYf/+/Rg4cCAOHTqEvn37VuLI0ZuExSkiIiIiIiKiKmJvb1+h9ZRKZYXbVCgUMDExQVRUFAwNDQEA7u7uOHv2LIqKinDt2jWYmZkBAD777DOEhoYiKioK3t7eAIDMzExMnjwZy5cvBwCUlpZi+PDh2L59OzZt2oSRI0eqtpWRkYEmTZogKioKxsbGAIDvvvsO//nPfzBz5kyEhoYCAObMmYOSkhJcunQJLVq0UOXv3r0bvr6+2LFjB4tTJImv9RERERERERFVM2PGjFEVpgCgc+fOAIBRo0apClMA0LFjRwBAQkKCapm5uTmCgoJUf9fV1cU333wDmUyG7du3l9nWokWLVIUpAAgICICDgwP27t2LoqIiAMDkyZOxfft2tcIU8OzVQAB4/Pjxy+0ovRH45BQRERERERFRFUlKSqqSdps0aaL2d1NTUwBAo0aN1JYbGRkBgKqIBACtW7eGubm52np169aFnZ1dmfGpZDIZunXrprZMV1cX7du3R3h4OOLi4tCyZUt4eXkBAFJTUxEbG4u4uDjcunULp0+fBvDs6SwiKSxOEREREREREVWRyowlVRnPi1F/9eLTVFLq1KlT7nIzMzOkpKSoLatVqxYMDAzKrGtrawsAyMrKAgA8ePAAEydOxMGDB6FUKqGjo4OmTZuiS5cuuHLlSqVeW6Q3D4tTRERERERERG+QzMzMcpf/+eefsLa2VltWWFgobKNWrVpQKpXo06cPbty4gcDAQPj4+MDZ2RnGxsZ49OgRNmzY8Cq7T/9CHHOKiIiIiIiI6A0SExODkpIStWW3bt1CZmYmOnTooLY8JycHt27dKtPGuXPnUKtWLTRu3BhXr17F9evX0b9/fyxcuBAuLi6qMapu3rwJoHIDvtObh8UpIiIiIiIiojfI06dP8f3336v+XlxcjP/85z8AgM8//7zM+tOmTUNxcbHq79999x3i4+MxfPhw6Orqqsa1+uug50+fPsWXX34JAGWKYUQv4mt9RERERERERG+Qhg0bIjAwEKdPn0aTJk0QERGB69evY8iQIRg4cGCZ9aOiouDi4oJ33nkHN27cQEREBJydnTFnzhwAgJOTE9zc3BAdHY2uXbvC3d0d6enp2L9/PwoLC2FiYoInT57807tJ1QifnCIiIiIiIiJ6g7Rt2xYHDhxAQkICVq9ejfz8fCxduhTbtm0rd/2jR4+ibt26CA4Oxv/+9z9MmjQJp0+fVs34p6OjgwMHDsDPzw/379/HqlWrEB0dDW9vb1y6dAm9e/fGnTt3EBcX90/uJlUjfHKKiIiIiIiIqJoIDQ1FaGhomeVBQUEICgoqs9zPzw9+fn6qv7849tN7771XoW02b94cx44dE65ja2uLTZs2lRvbt29fhbZDby4+OUVERERERERERFrD4hQREREREREREWkNi1NERERERERERKQ1HHOKiIiIiIiIiMqIjIzUdhfoDcEnp4iIiIiIiIiISGv45BRRdSYT15d1TEzE+VYW0jE93ZfoUAUZG710quLSdcmYXgM7YW6+c11hXD9XLhkziH8szC1uXFs692mhMFcnv0gQlAlzlY/SJWPyDo7CXFmpUhjXKVZIxjKbGgpzDbOkby8GOdLtAkCpsXSu7q1EYa7MxFgypjSsJcx90kV8fljFZgnaFn9fdAukz628+uLvg6GJ9OdonJgpzEVOnvR2P+ggTC2yEJ97pinS+6SfI/05AEBqJ+lrU73fcoW5BXWkj1dqR/HPGqWGy5pBtnRM5ir9+QOAqWGOZMxisfi7Znlb+jtRbGkgzDV6nC8Zs75cIszNb2QpjGc1lr7HZIsvL5DpS+9Tw5pPhblFpdKfo0Ipvu89LTGVjKXkmwtzz6Q2EsZ71r8tGbteLL7fZipEcenPEADMdaS/TzZ6gpMWQEuzPyVjRjLp7zAAPGobL4zHJtaXjOmmiq8BJo+kvxPWgu8DABSbSZ8DGc3F160Sa+l9zioUXz/Mk8T9kpVKxxR64n6lt9KXjJWIT1vIjaWPpan0xw8AKLCVzlU+Ed/nC9PF8ctK6d9kpzOchLmyUunjpf9E/DkZZEjH9KVviQAA4xzp41GjRHwdN8wQnAAAMEEcJiI+OUVERERERERERFrE4hQREREREREREWkNi1NERERERERERKQ1LE4REREREREREZHWsDhFRERERERERERaw+IUERERERERERFpDYtTRERERERERESkNSxOEREREREREf3L+Pn5QSaTISYm5h9vz8PDAzKZTPgnKChItb5SqcTWrVvh4uICMzMz1KlTB59++ikSEhIq1ce8vDzMnTsXzZs3h7GxMRwdHREYGIi8vLwy65aUlGDlypVo3bo1TExMYGdnh3HjxiE9Pb3MunFxccJ9KSwsrFQ/NSkuLsaiRYvQsmVLGBkZwcLCAr169UJkZKTG3JiYGOjr68PPz6/C28vJycFXX32FJk2awMDAADVr1oSPj88rO3cqQu8f2xIRERERERER/SN8fHzg4OAAW1vbf3zbfn5+8PDwKLNcqVTiu+++Q0FBAbp06aJaPmvWLCxatAjNmzfHyJEjkZaWhl27duHQoUP4448/0LRpU43blMvl6NOnD6KiouDp6Yl+/fohJiYGixcvRkREBE6fPg0jIyPV+p999hm2b98OFxcXjBs3DvHx8Vi7di0OHz6MixcvolatWqp1Y2NjAQC+vr5o3rx5mW3r6b260opCocD777+PiIgItG7dGmPGjEFmZiZ2796Nd955B7t27cKgQYMkj8Hnn38OuVxe4e3l5+eja9euiI2Nxdtvvw0fHx88fPgQe/fuxbFjx3DixAm4u7u/qt2TxOIUERERERER0b+Mj48PfHx8tLJtqad2li9fjry8PMyaNQs9e/YEANy+fRuLFi1Cx44d8dtvv0FfXx8AMGzYMLz77ruYOXMmwsLCNG7zp59+QlRUFCZPnozly5erls+YMQNLlizBxo0bMW7cOABAREQEtm/fjgEDBiAsLAwymQwAEBwcDH9/fyxduhTffPONqo2rV68CAAIDA9GmTZvKH5BK2L17NyIiItC/f3/897//VRW+pk2bBldXV4wbNw79+vWDoaFhmdxly5bhypUrldreqlWrEBsbi4kTJ2LlypWq5VFRUXjnnXcwZswY1f5XJb7WR0RERERERERVKi4uDoGBgWjZsiXmzJmjWh4bGwt7e3v85z//URWmAMDLywtWVlb4/fffK9T+3bt3UatWLUyfPl1t+UcffQQAau3cuHEDderUwfTp01WFKal1gWfFKX19fbRo0aKCe/vywsPDAQDz5s1TeyKrefPm8PX1RVpaGi5evFgm79atW5g/fz7ee++9Sm9PJpNhwYIFasu7d+8ODw8PXLt2DcnJyS+xJ5XD4hQRERERERFRNSKXyzFv3jy0adMGpqamsLa2hpeXF06ePKlap7wxop6PBfXXsYvS09MxefJkNGrUCMbGxmjatClmzpyJ3NzcMtvOzMzEhAkTULduXRgbG6N9+/YVerJpxowZKCoqwqpVq9SKUIMHD8aDBw8wcOBAtfUfPXqEzMxM1KlTp0LH5JtvvkFaWhpq166ttvzWrVsAoNZOQEAAUlNT4eLionFd4Flxqnnz5mr9Lk9CQgJkMhkWLlyI8PBwtG/fHsbGxnBwcFA9zXXmzBl07doVpqamaNSoEYKCgtRewxs8eDBmzZqFZs2alWn/+dNSf/1cFAoFRowYAQcHB7XCX0X4+/vj66+/hrm5eYW3VxX4Wh8RERERERFRFXn48GGF1rOzs6twmxMmTMC6devQvXt3eHt7IysrC7t27YKXlxdOnDhR7nhPwP+NBeXg4KBalpqaik6dOiExMRGenp4YMGAArly5gkWLFuGPP/7A0aNH1Z7g8fX1hZGREYYMGYKcnBxs374dgwcPxoEDB9CvX79yt3vp0iWEhYWhV69eeOedd4T7lp+fj/Pnz2PKlCkAnhW1XsbTp09x9OhRTJw4EZaWlhg7dqzkutnZ2YiKisKkSZNgYGCAqVOnqmJ5eXmIj4+Hh4cHxo0bh8OHD+PRo0do0aIFpk6diqFDh5Zpb+/evViwYAEGDRqEbt26Ydu2bZg6dSoSExMRHBwMb29vjB07Frt378a8efNgZWWFSZMmAQAGDhxYplAHPBsk/ciRIwCAli1bqsVWrVqF33//HVFRUeW+7ify+eefl7s8PT0dv/32G0xNTdXOl6rC4hQRERERERFRFbG3t6/QekqlskLrZWdnY/369ejWrZvaE1BffPEFXF1dsWbNGmFx6q+++uorJCYmYsWKFQgICFAtHz16NNavX4+DBw+if//+quV2dnaIiopCjRo1AAB9+/bFhx9+iI0bN0oWp1asWAHg2bhJInFxcWjSpIlaXnmFGk02btyIL774AgBgamqKY8eOwdHRsdx1T548qRr/SldXF7t27ULnzp1V8WvXrkGpVOLXX3/FkydPMGjQIKSlpeHgwYMYNmwY7ty5g3nz5qm1GRMTg3379qnG/Hrvvffg5eWFVatWYfXq1aqxr8aNG4dGjRphx44dquKUlMWLFyMhIQHe3t5q51R8fDxmzpyJ0aNHo2vXrq9shr0vv/wSOTk5GDNmTKULXi+DxSkiIiIiIiKiakKhUECpVCIpKQmpqamq2fhcXFwQFxdX4WIYABQVFSE8PBxOTk5qhSng2eDftWrVQt26ddWWBwQEqApTANCnTx/o6OggPj6+3G08evQIYWFhaN++vcanpuRyOSZPnoz8/HwcOHAAU6ZMQU5ODmbPnl3hfQIAGxsbTJs2DUlJSdi7dy+8vLxU//tXRkZG+PLLL5Geno69e/fio48+Qm5urqqQl5WVhWbNmqFXr15YuXIldHSejY6UnJwMd3d3LFiwAP3798dbb72latPBwUFtMPrns92ZmprC399fbb06deogISFBuD9btmzBvHnzYGFhgTVr1qjFRo4cCSsrKyxdurQyh0ho4cKFCA0NRcOGDfH111+/snZFWJwiIiIiIiIiqiJJSUmvtD1LS0v4+vpi165daNCgAdzd3eHt7Y2+ffuWed1Lk7i4OOTl5eHtt98uE5MqTDg5Oan9XV9fH2ZmZpLjEu3atQvFxcUYNWqUxv40a9ZMNTbT119/DXd3d8yZMwdeXl5wc3OryC4BAPr166d6imvq1Kno3LkzPvnkE9y/fx+mpqZq67q7u6uKR3PnzoWLiwtGjx6Nnj17ws7ODl5eXqqxqF5Uv359zJ07F59//jl27dqlVpx68ekvAKpt2tvbQ1dXVy1mZGSEzMxMyX0JCQmBv78/DA0NsW/fPjRq1EgtdurUKRw4cKDcMaNexpw5c7BgwQLUrFkThw8fhpWV1StpVxMWp4iIiIiIiIiqSGXGkqqoLVu2wMXFBZs2bUJkZCQiIyMxbdo0uLi4ICQkBG3btq1QOxkZGQBQqcKGkZFRuculXks8ePAgdHV11V4NrIiaNWti9uzZGDZsGA4ePAg3Nzd8//33ZQo5Hh4ekq8xAkD79u3xySefYMOGDfj9999Vr/CVp2HDhggICMCsWbNw9OhR1auBorYB4P79+2rL/1oAe66yr8cFBQVh3rx5MDU1xf79++Hp6amKJScn48svv8SgQYMkX6esjNLSUowePRobN25E7dq1ERERAWdn57/dbkWxOEVERERERERUjejr62Pq1KmYOnUqHjx4gOPHj2P37t2IiIhA3759yxRLpDx/PS8nJ6fceF5enmShpSJycnLw22+/oVu3brCxsSl3nf/973+IjY1F//79yxS+GjZsCODZ4NwA8P333yMxMbFMGx4eHoiOjkZGRgY++OCDMvG/tnPx4kXcvXsXH330kcZ14+LikJiYiE6dOsHExERt3YKCAgDSBbuXpVQqMWbMGAQHB8Pa2hpHjhxBx44d1dY5fvw4srKyEBYWBplMVqaNzZs3Y/PmzZg7dy6CgoKE2ysqKsKgQYNw6NAhODg4ICIioswTclWNxSkiIiIiIiKiauL+/fsICQlB586d0bdvXzRo0AAjRozAiBEj8M477+DUqVMVLk41a9YMBgYGOH/+fJlYcnIy7OzsMHLkSKxfv/6l+nr58mWUlJSgS5cukut8//332LBhAw4ePIj3339fLRYbGwsAqsHMRWMzjRgxAgkJCXj8+HGZV9H+2s6MGTNw4sQJtGrVCq1btxauO2/ePGzduhV79+4t8/TX6dOnATwb7+tVmjp1KoKDg1G/fn1ERESU+7pm27ZtMXfu3DLLU1NTERwcjLfeegs+Pj7Cp8qAZ4Wwjz/+GIcOHYKzszMiIiJQr169V7UrFabzj2+RiIiIiIiIiF6KsbExli5ditmzZ6OoqEi1vLi4GCkpKTA0NFQNkq6JkZERBgwYgJs3byIkJEQttmjRIgAQvganyZUrVwD83+tv5Rk8eDCAZ2MdPX8SCXhWhFuwYAGMjIzKfcKpvHbkcjlmzJihtvzw4cPYu3cvWrdurSoiPd/m9OnTUVpaqlr30qVLWLNmDerUqYP33nsPADBo0CAAwPz585GXl6da9/bt21iyZAmsrKzw8ccfa+xfRR08eBArVqxAzZo1ERUVJTmOWNu2bREUFFTmz/MB15/HNRWnfvjhB4SHh6NJkyaIjIzUSmEK4JNTRERERERERNWGra0tAgICsHz5crRq1Uo1W97Ro0dx8+ZNzJ49W3IMqdDQUCQkJMDPzw8ODg4AgG+//RanT5/GqFGjEB4ejlatWuH8+fOIjo6Gj4+PqpDzMuLi4gBAWPDo1asXPvvsM2zatAnOzs7o168fMjMzER4ejvz8fGzevLlC43ZNnz4dP//8M4KDg3H16lW4u7vj7t27OHjwIGrWrIkdO3aoXn/7/PPPERYWhiNHjqBdu3bo3bs3kpOTER4eDj09PezYsUP1OuP777+Pjz76CDt37kSrVq3Qr18/ZGRkYN++fSgsLER4eDisra1f+hj91axZswAAb731FrZu3VruOkOGDEHz5s0r3fb+/fsRExMDHx8ftG3bFkVFRViwYAEAoE2bNli9enW5ef7+/hUueL4sFqeIiIiIiIiIqpFly5bByckJISEhCA0NhVwuh7OzM0JDQzF8+HDJvNDQUERFRcHDw0NVnKpXrx7Onz+PoKAgHDp0CCdOnED9+vUxa9YsVaHkZT158gQAYGFhIVxv48aNcHFxwbp167B27VoYGxuja9euCAwMVM2kp4mZmRlOnz6NefPmYc+ePVi5ciVq1qyJzz77DHPnzkWDBg1U6+rq6uLnn3/GsmXLsHXrVqxatQrm5ub44IMPMHfu3DIDgW/btg2dOnVCSEgI1q1bBxMTE3Tv3h1z5syp1CyCmmRmZuLatWsAgFOnTuHUqVPlrte2bduXLk5t3rwZDg4OaNu2LW7evKkaWys8PBzh4eHl5vn4+FR5cUqmlBpSn4heC710BknGZHr6wlxdCw2zblgJbhJ6utIxLZLfuisZ02sg/heVfOe6wrh+rlw6lpgmzC1uXFu6XznFwlyd7AJBsOzghi9SPkqX7lMHR2GurFR8+VeWM7Dic5lNxTONGGYpJGMGOdIxANDNL5WMGVyJE+bKTIwlY6V2tYS5mc1rCONWsVmSMaWh+PuiMJCO59UXD6BpmCF9XhonZgpzkZMnGcp+u6EwtchCfO6Zpgi+LzklwtzUTiaSsXq/lT8N9XMFdaSPV2pH8b+5KTVc1gyypWMyV+nPHwBMDaW/5+aLxeeWrET6O1FsaSDMNXqcL91ukfhzyG9kKYxnNZY+ntmO4u+x0lJ62072j4S5RaXS2/WyvSnMvV8g/T1PyRffE1NyxfGe9W9LxvpYxApzMxXS5/z7JtKfoSb788SDFN8ukr7vGcmkv8MAEP1UPBBubGJ9yZjBHelrMQDUSJK+/xhlis+tYjPpUUkymouvWyXW0vtsGie+fpgnifslk751ARr+ayu7ofQ+lWj4KSc3lm7c9E/x8chtKJ2r1BF3WqZhnwztpa/l+Rni80NWKt1v/Sfiz8kgQzqmL31LfJabI71TuiXiHTbMEJ0AQOQvX4k3TkQcc4qIiIiIiIiIiLSHxSkiIiIiIiIiItIaFqeIiIiIiIiIiEhrWJwiIiIiIiIiIiKtYXGKiIiIiIiIiIi0hsUpIiIiIiIiIiLSGplSqdQwESgRaVNv/SFV17hMuj4t0xFPPwxdDXOyCyhLpKdylumLpwhGqfRUvUpBDAB0jMVTFws3myue3l5Et4Z4GnnhsdQV/xuCTPAZwkBfvF0Nx0uZXyCdqul4iPqlgV5De8mYMjtbvFnBsdR0fiiyxfukYyo9FbyysfSU6gCgk5wmHdTTcM6bCaaKF3yXAAAKwTTh5tL78yxXPG16SS3pfuk/yRfmyh49kW63qYZjWSz9ORZbGgpz5abi65bZpWTJmDIjS5grMzCQDhobCXNF30VFbWthqtxCep/1coqEubJi8fmjMJVuW24q2F8AuoXSbRfYio9HqaH0/UevQPyzVSm69Gj4xavQE9/3FAbScePHJcLcrEbSx0tfwz6VmEpvt8hSmIpiC+mYvobLuLF7ujBeUCR9j6lrIb5Wlyikv4tNLQTXSwCuZvclY+/VuCPMXfzoHcnY6nrnhbl788yE8T9LrCRj75reEOaeK3SQjA2sIX1dAoCHculzrxTic7pE8IW5IOgTAOho+EJllUrfY+rpZwhzi5XS58eZbCdh7vWMupKxP2/UEeYaPXr53y5G0rc1AMDldZNfum2iNwWfnCIiIiIiIiIiIq1hcYqIiIiIiIiIiLSGxSkiIiIiIiIiItIaFqeIiIiIiIiIiEhrWJwiIiIiIiIiIiKtYXGKiIiIiIiIiIi0hsUpIiIiIiIiIiLSGhaniIiIiIiIiP5l/Pz8IJPJEBMT81L5MTExkMlk8PPzUy0LCgqCTCbD/v37X0kfX6XU1FT4+/vD3t4eBgYGsLW1xbBhwxAfHy/My8vLg4ODAwICAl5JP27fvg1fX1/Y2NjAzMwMrq6u2LlzZ4XzN27cCJlMVu6fTp06vZI+vo70tN0BIiIiIiIiInq1fHx84ODgAFtbW213pcqlpqbCzc0NSUlJ6NWrF4YMGYLbt29jx44d+OWXX3Du3Dk4OTmVyZPL5Rg6dCgSExNfST8uX74MT09PlJSUwNfXF+bm5ti7dy8+/vhjPH78GJMmTdLYRmxsLABg2rRpMDIyUovZ2dm9kn6+jlicIiIiIiIiIvqX8fHxgY+Pj7a78Y8ICgpCUlISvvvuO0yZMkW1fNu2bfjkk08wdepUHDx4UC3n6dOnGDJkCI4fP/5K+qBQKPDZZ59BLpcjKioKrq6uqr61adMGgYGBGD16dJmC019dvXoV1tbWWLJkySvpV3XB1/qIiIiIiIiIqNrat28fbGxsyryaN2zYMDg6OuLYsWNQKBSq5Tt37kSLFi1w/Phx9OrV65X0ISoqClevXsXkyZNVhSkAsLKywsKFCzFs2DA8fvxYYzvXrl1D69atX0mfqhMWp4iIiIiIiIiqyMOHDyv0pzLkcjnmzZuHNm3awNTUFNbW1vDy8sLJkydV65Q35pSHhwdkMhkiIyPV2rt69So++OADWFtbw8rKCp9//jmePn1aob4kJSWhYcOGMDQ0xC+//KJarlQqsW7dOrRv3x7GxsawsrJCv379cOXKFdU6Dx48gI6ODrp06VJu2z169ICJiQmys7Mlt19aWorAwEAEBQVBR6dsicPQ0BDFxcUoKSlRLQsODoaxsTEOHTqEwMBA4f6lp6fjyy+/RIsWLWBiYgITExM4Oztj0aJFkMvlqvWe7/uAAQPKtDF8+HAEBwejQYMGwm09fPgQT58+RZs2bYTr/RvxtT4iIiIiIiKiKmJvb1+h9ZRKZYXbnDBhAtatW4fu3bvD29sbWVlZ2LVrF7y8vHDixAl4eHiUm+fn5wcPDw84ODiolsXExKBbt24oLCzEwIEDYWVlhQMHDqgVmqSkpaWhV69eSElJwZ49e+Dt7a2KDR8+HFu3boWzszP8/f2Rl5eH3bt3o3Pnzjh8+DB69OiBBg0aoHv37oiKikJiYiIaNmyoyn/48CGioqIwePBgmJubS/ZBV1dXciynW7du4datW3B0dIShoaFq+Zw5c9C5c2cYGRmVKdS9KCsrCx07dsSDBw/Qr18/+Pj4IC0tDeHh4Zg5cyaePn2Kb7/9FgBw/fp1AICjoyPmzJmDrVu3IiUlBc2bN8esWbMwcOBAjcfz6tWrAICSkhL4+Pjg7NmzKCgoQOfOnbFgwQK4ublpbKO64pNTRERERERERNVEdnY21q9fj27duiEyMhJLly7FunXrcOLECZSWlmLNmjWSuX5+fggKClIrTk2aNAn5+fk4evQoduzYgTVr1uDKlSuwtrbW2I93330X9+7dw44dO9CvXz9VLCwsDFu3bsXHH3+MmJgYrFixAuvXr8eVK1dgYmKCTz/9FMXFxQCATz/9FEqlErt27VJrf+fOnVAoFPjkk09e4ig9GwNq/PjxUCgUGDVqlFqsR48eGsd+AoC1a9ciPj4ea9euxd69e7F48WJs2LABsbGxMDQ0xI4dO1Tr/vnnnzA0NMTAgQOxZs0a9OzZE5988gkePHiAQYMGYe3atRq397w4tW7dOhQWFuKzzz5Dr169cPLkSXTt2hXHjh2r5FGoPlicIiIiIiIiIqoiSUlJFfpTUQqFAkqlEklJSUhNTVUtd3FxQVxcnFrBRJPk5GRER0fj3XffRY8ePVTLbWxsMGfOHMm8wsJC9OvXDzExMdiyZUuZp4I2btwIAPj++++hp/d/L2w1atQIY8aMQXJysmog8oEDB8LExKRMv7dt24batWujd+/eFd6f55RKJUaPHo2TJ0/CxcWlzFhUFeXl5YV169Zh+PDhasvt7e3RuHFjtTGk8vLyUFRUhGvXriEmJgYhISEICQnB5cuXYW1tjSlTpuDRo0fC7SkUCjRs2BDbtm3D0aNHsXTpUoSHh+PkyZMoLS3FZ599hsLCwpfal9cdX+sjIiIiIiIiqiJ2dnavtD1LS0v4+vpi165daNCgAdzd3eHt7Y2+ffuiZcuWlWrr+ZM6Li4uZWKdO3eWzJs6dSr+/PNPmJmZlfsK4aVLl2BkZFTuU1y3bt0C8Ox1wj59+sDMzAwffvghtm/fjhs3bqBly5a4fv06rl69ikmTJqkVtypCLpdj5MiRCA0NRePGjXHgwAEYGBhUqo3n2rVrh3bt2iE3Nxfnzp3DvXv3cOfOHVy4cAF3795FaWmpat3n411Nnz5d7VVOBwcHTJw4EUFBQTh48CBGjhwpub3AwMByx8Dq3r07hg4dii1btiAqKgpeXl4vtT+vMxaniIiIiIiIiKqRLVu2wMXFBZs2bUJkZCQiIyMxbdo0uLi4ICQkBG3btq1QOxkZGQAAMzOzMjHRa31//vkn+vXrh4MHD2LixInYs2ePWjwzM1M1aLuUFwdc//TTT7F9+3bs2LEDCxcuxLZt2wBA7ZW+oKCgMm34+Pio7Wt+fj4GDRqEI0eOwMnJCSdOnEC9evUk+6BJYWEhAgMDERwcjPz8fABA/fr10a1bN9jY2CAlJUW1roWFBQCgQ4cOZdp53se4uLiX7kv79u2xZcsW3L9//6XbeJ2xOEVERERERERUjejr62Pq1KmYOnUqHjx4gOPHj2P37t2IiIhA3759K1zAsLKyAvBs4O+/ys3NlcybPXs25s2bh65du2Lv3r04dOgQ3n//fVW8Ro0aMDMzw4MHDyrUj549e6J+/frYvXs3Fi5ciN27d6Nly5ZqhZ7yCl0ODg6qwk9GRga8vb3xxx9/oF27djh69Chq165doe1LmTp1Kn788UcMHDgQ48aNQ5s2bVRFuxYtWqgVp5ycnHDhwgXVWFovej5ToImJiXB7ly9fRm5uLrp161YmVlBQAAAVGiurOuKYU0RERERERETVxP379xEYGIiff/4ZANCgQQOMGDECx44dQ48ePZCcnFzh4lS7du0gk8lw5syZMrGLFy9K5rVv3x4ymQxr166Fnp4exo0bp1bMatOmDR4+fKg2JtZzhw8fxqxZsxAbG6tapqOjg6FDh+Lu3bsIDw/H/fv3ywyErlQqy/zx8/MD8OwJp759++KPP/5A9+7dERkZ+bcLUwCwY8cO1K5dG7t374aHh4eqMFVQUIDExERVvwCga9euAIBTp06Vaef5sWzTpo1wez4+PvD09ER6enqZ2OnTpwGU/wrmvwGLU0RERERERETVhLGxMZYuXYrZs2ejqKhItby4uBgpKSkwNDSEra1thdqytbXFu+++i1OnTmHv3r2q5dnZ2cJX8p5r3bo1JkyYgKSkJMyaNUu13M/PD0qlEuPHj1d7kiglJQX+/v5YvHhxmVcJP/30UwDAlClTIJPJMHTo0ArtA/BsrKazZ8/i7bffxi+//AJzc/MK54oYGRmhsLAQmZmZqmWlpaWYNGmS6kmm509FDR48GJaWlli1ahVu3rypWv/u3bv48ccfYWtrC29vb+H2Bg0aBIVCgcDAQFXRC3g2++Hhw4fRrVs3tGrV6pXs2+uGr/URERERERERVRO2trYICAjA8uXL0apVK/Tp0wc6Ojo4evQobt68idmzZ0sWZ0JDQ5GQkAA/Pz84ODgAAFavXo3OnTtj8ODB8PHxgZ2dHQ4dOqQa4FuTefPm4b///S9Wr16NYcOGwcXFBX5+fjh48CD27t2L1q1bw8vLC3K5HLt378aTJ0+wZMkSNG7cWK0dZ2dndOjQAZcuXYKnp6faoOIiqampqoHXW7RogaVLl5a73vTp0yv9StywYcPw7bffwsXFBT4+PpDL5Th27Bhu374NGxsbpKWl4cmTJ6hbty6sra2xfv16fPTRR3Bzc8OQIUOgo6ODsLAwFBQUYPv27TA0NFS1vX//fsTExKiNmzV79mz88ssvCAkJwdWrV9GlSxfcvn0bhw8fRt26dbFp06ZK9b86YXGKiIiIiIiIqBpZtmwZnJycEBISgtDQUMjlcjg7OyM0NBTDhw+XzAsNDUVUVBQ8PDxUxanGjRvj3LlzmDlzJiIiIlBYWIjevXtjwYIFcHZ21tgXMzMzrFixAr6+vhg1ahQuXLgAXV1d7NmzB2vWrMGmTZuwYcMGGBsbw9nZGVOmTIGPj0+5bQ0ePBiXLl0q80qfyLlz51RPZ/3000+S6wUEBFS6OPX111/DzMwMW7duxY8//ggbGxu0bNlS9XRUQEAAjhw5ghEjRgB49uRTvXr1sGDBAvz3v/8FALi5uWHu3Lmq1/6e279/PzZv3qw2bpalpSXOnj2LefPmITw8HKtWrUKtWrUwYsQIzJ8/H3Xr1q1U/6sTmfLFZ8WI6LXTW39I1TUuk/7XEJmOTJyrq/vSm1WWyKW3q6+hZv7CdK1l2hXEAEDH2FjctmizggEhNdGtUUPDCoJjqSv+FyuZ4DOEgb54uxqOlzK/QDpV0/EQ9UsDvYbS/0qmzM4Wb1ZwLDWdH4ps8T7pmEoPYKlsXF+cm5wmHdQ0PbKZqXRM8F0CACikb/FKc/GAnFAohOGSWtL90n+SL8yVPXoi3W5TDceyWPpzLLY0lIwBgNxUfN0yu5QsGVNmlB0o9kUy0RTVxhp+CAvOTUVt6ZmSAEBuIb3PejlFkjEAkBWLzx+FqXTbclPxlNy6hdJtF9iKj0epofT9R69A/LNVKbr0aPjFq9AT3/cUBtJx48clwtysRtLHS1/DPpWYSm+3yFKYimIL6Zi+hsu4sXvZ8U5eVFAkfY+payG+VpcopL+LTS0E10sArmbS4+i8V+OOMHfxo3ckY6vrnRfm7s0rO5PZi/4ssZKMvWt6Q5h7rtBBMjawhvR1CQAeyqXPvVKIz+kSwRfmgqBPAKCj4QuVVSp9j6mnnyHMLVZKnx9nsp2EudczpP/D/c8bdYS5Ro9e/reLkfRtDQBwed3kl277TfPxxx/jwIEDSE1NLXcGQfr34phTRERERERERKRV165dQ3h4OHx9fVmYegOxOEVEREREREREWvHNN9/A1dUVHTt2hEwmw4wZM7TdJdICFqeIiIiIiIiISCvq1auHO3fuoG7duvjvf/8LJyfx65v078QB0YmIiIiIiIhIK4YOHYqhQ4dquxukZXxyioiIiIiIiIiItIaz9RG95nrp+mq7C/8spXiGsCr1N2aYE9KwT6IZ5jQ2rWEGuiqj4VjpGAlmTdM0a97/nwr4n6bpc/g7x1o0U6Ro9koAUApmYtIq0Tmg6ZzX0zCTpIigba19H6qQjmgWQE3+5jVNZip93so0TcVtrmGWUgGlTHqGMZmGWSRRUCgd03AslWni6bZkgpk1FQXSs5sC4uuLzKamMBeC46GwFMzmCUBuKv1dk5uJv4f5NuJrYqH1y88iKDeX/hwVFuJrooGp9D1CoRDPTicvlP4MF3XeJ8zVl4n7dadQepa4GTXFswieK5JuO1kuPQsgAFzKayQZa2QonvkwpcRSMvZbmqMw10BXfL29eVN65l2dIvHnpBSE9XLF1zWTVEHssfj6YZihYQbcvyHy6LQqa5vo34JPThERERERERERkdawOEVERERERERERFrD4hQREREREREREWkNi1NERERERERERKQ1LE4REREREREREZHWsDhFRERERERERERaw+IUERERERERERFpDYtTRERERERERFRhxcXFWLRoEVq2bAkjIyNYWFigV69eiIyM1HbXqJpicYqIiIiIiIiIKkShUOD999/HzJkzoaenhzFjxqB///44e/Ys3nnnHYSFhWm7i1QNsThFRERERERERBWye/duREREoH///rh8+TJWrFiBTZs24dKlSzAxMcG4ceNQVFSk7W5SNcPiFBERERERERFVSHh4OABg3rx50NPTUy1v3rw5fH19kZaWhosXL2qre1RNsThFREREREREVEUePnxYoT+VlZKSAn9/f9jb28PAwAD29vbw9/dHSkqK2nr5+fmYO3cumjdvDhMTEzRq1Ajjxo1DWlqa2nqJiYkYM2YMHB0dYWRkhBo1aqBDhw5Yt26d2nqDBw/GrFmz0KxZszJ9MjQ0BADk5uZWen/ozaaneRUiIiIiIiIiehn29vYVWk+pVFa4zbi4OLi7u+PRo0fo2bMnBg8ejKtXryI4OBgHDx7E6dOn0bhxY+Tn58Pd3R0xMTFwdXWFv78/4uLi8OOPPyI6Ohpnz56FmZkZEhIS4Orqiry8PPTv3x/29vZITk7Gnj17MGbMGMjlcowfPx4AMHDgQAwcOLBMn4qLi3HkyBEAQMuWLSu8L0QAn5wiIiIiIiIiqlZGjRqFR48eISQkBMePH8d3332H48eP48cff0RKSgpGjhwJAFiyZAliYmIQEBCAP/74A8uXL8eBAwewaNEiXL9+HSEhIar10tPTcfDgQWzbtg2LFy/Gli1bVLPv7dixQ2OfFi9ejISEBHh7e1e4IEf0HJ+cIiIiIiIiIqoiSUlJr7y9U6dOoWvXrvjiiy/UYmPGjMGmTZtw6tQpJCQkYOfOnTA3N8fixYshk8lU602YMAGZmZlwdnYGAAwbNgwdO3ZEz5491dpzc3ODsbExHj9+LOzTli1bMG/ePFhYWGDNmjWvaE/pTcLiFBEREREREVEVsbOze6XtxcTEAAC6detWbtzd3R0XLlxAbGws7t27h27dusHIyEhtnRo1amDp0qWqv3fp0gVdunTB06dPERMTg3v37uH27ds4d+4cCgsLUVpaKtmfkJAQ+Pv7w9DQEPv27UOjRo3+/k7SG4fFKSIiIiIiIqJqIjs7GwBgYWFRbrxevXoA/m9QcnNzc41tZmRkYPLkydixYwdKSkogk8ng4OCAHj164PLly5LjYQUFBWHevHkwNTXF/v374enp+TK7RMQxp4iIiIiIiIiqCzMzMwBAcnJyufGMjAwAz56OAoCcnJxy18vLy1P9/2HDhmHz5s0YMWIEzpw5g6ysLMTHx2PDhg3l5iqVSvj7+2PevHmwtrbGyZMny7wSSFQZfHKKiIiIiIiIqJpo27YtAODMmTPlxqOjoyGTydChQwfY29sjJiYGxcXFMDAwUK1TXFyMOnXqoHPnzti9ezeOHDkCFxcXrF27Vq2thIQEFBYWlnlyaurUqQgODkb9+vURERHB2fnob+OTU0RERERERETVRIMGDeDp6YmLFy+WKSZt2LABZ86cgaenJ+zs7DBs2DBkZWVh/vz5auutXLkSeXl56NmzJwwMDKCjo4OMjAwUFxer1ikoKMD48eMBACUlJarlBw8exIoVK1CzZk1ERUWxMEWvBJ+cIiIiIiIiIqpGgoOD0bVrV4wdOxbh4eFo06YNrl27huPHj6NevXpYv349ACAwMBCHDx/G119/jaioKHTs2BG3bt3C4cOH4ebmhoCAABgYGKB///7Ys2cP3Nzc0Lt3b+Tm5uLQoUNITU2FlZUVMjMzoVAooKOjg1mzZgEA3nrrLWzdurXc/g0ZMgTNmzf/x44HVX8sThERERERERFVI05OTrh48SLmz5+Pw4cPIzo6GvXq1cPEiRMxc+ZM1K5dG8Czcad+++03LFy4EGFhYTh37hxsbGwwfvx4LFy4UPWq38aNG2FnZ4d9+/bhhx9+QN26deHq6ooZM2Zgx44d+P777/Hrr7+iQ4cOuHbtGgDg1KlTOHXqVLn9a9u2LYtTVCkypdSw+0T0Wuil66vtLvyzlArtbVtWRW86a9gnma7uyzctmNa3Smk4VjpGhtJBDX1WvPA4+T9J0+fwd461jrGxdLslcvF25SXCuNaIzgFN57ye/stvV9C21r4PVUjnhfFBKu1vXtNkptLnrewvU5KXYV7jpberlMmkt6vQcI8oKJSOaTiWyrQnwrhMT/rfdBUFBeJcwfVFZlNTmAvB8VBYmgpT5abS3zW5mfh7mG8jviYWWkv3q8hSmAq5ufTnqLAQXxMNTKXvEQqFdJ8AQF4o/Rku6rxPmKsvE/frTmFdydiMmneEueeKpNtOllsJcy/lNZKMNTJME+amlFhKxn5LcxTmGuiKr7c3b9pLxnSKxJ+TUhDWyxVf10xSBbHH4uuHYYb4M/47Io9Oq7K2if4tOOYUERERERERERFpDYtTRERERERERESkNSxOERERERERERGR1rA4RUREREREREREWsPiFBERERERERERaQ1n6yN6zXnXHVd1jVuaV13bL0lpID2TDgDIMnJevm0z8axGuc2kZ8SpcS9TmCsr+RuzhOWJZ3kSKU2RnpZG19JSnGxlIQzL78W/fNsimm47dnWkYw9ShKmlOdLnh8yttTBXJ69IGJdl5krG5Ml/CnNFdGuIZzWTmZpIxpQl4pn8ZLVrSefqi2fiymppKYxb/C9DOpgkmC4JQGlWlmQseXpnYa7lPenZlizOPxTmwkR69jlAfExkf4pnvZI/kZ7pTeetlsLcUjPpWeREs60BgNxY+t8ZjdI1nNN/Z3JUxcv/fNSJFc9cplPTWjpoqGHGPSPB7HRW0t8lACi2EredW1f6/qRTIj4eGYJTwNAxW5jrXPuRZEyufPl/Z3askS6MH9ndSRjXF9yOFRom5NQR3DL18sS5eoXSx9oqRjzj4kNv6Wti3TPiDefZia8f5rcyJWNKPfHnVGgr/fskz1b8u6jmZenr6UMvS2FuQRvp3x+KLPH3wdxOfN76N/1NMlaiFN9/Jlg+kIwlyMW/A5Pl0sfyk19HCXN1MqWPtexvTgYb958pf68BojcAn5wiIiIiIiIiIiKtYXGKiIiIiIiIiIi0hsUpIiIiIiIiIiLSGhaniIiIiIiIiIhIa1icIiIiIiIiIiIirWFxioiIiIiIiIiItIbFKSIiIiIiIiIi0hoWp4iIiIiIiIj+ZTw8PCCTyZCZmflS+YcPH0aXLl1gaWmJmjVr4sMPP0RsbKzGvNWrV/+t7b7o7t27GDZsGGxtbWFgYAB7e3uMGTMGaWlpf7tter2wOEVEREREREREKiEhIejbty8SExMxfPhwDBgwACdOnICbmxvOnDkjmRcdHY2vvvrqlfThxo0bcHV1xc6dO/H2229j0qRJcHJywrp169CxY0ekp6e/ku3Q64HFKSIiIiIiIiICAGRnZ2PixIlo1KgRrl+/jpUrV2L9+vWqolRAQEC5ebt27YK3tzcKCgpeST+mTJmCrKwshIWFYd++ffjmm29w6tQpLFiwAPfv38f8+fNfyXbo9cDiFBEREREREREBAGJjY1GvXj2MHz8eFhYWquVt2rSBs7MzLl26hOLiYtXy9PR0fPjhh/joo49Qu3ZtNGnS5G/3IScnBydOnECHDh3Qv39/tdj06dNhZGSEX3755W9vh14fLE4RERERERERVZGHDx9W6E9lyOVyzJs3D23atIGpqSmsra3h5eWFkydPasw9cOAAPD09YWlpiVq1aqFnz56Ijo5Wxbt27Yq4uDhMmTJFLa+wsBCJiYmwsrKCgYGBavn169dx4MAB+Pn54cqVK6hfv75w+z///DO8vb1hY2MDfX192NjYwMfHBzExMap1FAoFli1bVqYPAKCrqws9PT3k5uZq3FeqPvS03QEiIiIiIiKifyt7e/sKradUKivc5oQJE7Bu3Tp0794d3t7eyMrKwq5du+Dl5YUTJ07Aw8Oj3LzFixcjMDAQtWvXxsCBA2FkZIQdO3bgnXfewZEjR9CrV68yOUVFRbh69SoCAwPx9OlTfPvtt2pxR0dHxMbGonXr1hr7vXr1akyYMAGOjo746KOPYGhoiPPnz+PAgQM4deoUbt++jbp168LCwqLcwhQAHD9+HLm5uejYsaPmA0XVBotTRERERERERNVEdnY21q9fj27duiEyMlK1/IsvvoCrqyvWrFlTbnHqzp07mDNnDpo3b45ff/0Vtra2AJ6NIdW2bVtMnToVV69eVcspKSmBiYkJFAoFAGDSpEmYOnWq2jr29vYVKsAVFRVh5syZaNq0KS5fvgxTU1NVbOzYsVi7di0OHTqEUaNGSbaRn5+vKlqJ1qPqh8UpIiIiIiIioiqSlJT0SttTKBRQKpVISkpCamqqqsjk4uKCuLg4yUJRWFgY5HI5Zs+ercoBgCZNmuC7775Dfn4+SkpKoK+vr4rl5ORg7NixkMlkOHz4MFauXIn8/HwEBwdDJpNVqt+lpaUICQlB3bp11QpTAODh4YG1a9fi8ePHkvnFxcUYNGgQ/ve//+GDDz7A4MGDK7V9er2xOEVERERERERURezs7F5pe5aWlvD19cWuXbvQoEEDuLu7w9vbG3379kXLli0l82JjYwEAb7/9dpnY6NGjy82xtrbGDz/8AABYsmQJ3nvvPYSEhKBXr14YNGhQpfptYmKiKijduXMHN27cQFxcHK5fv64aK6u0tLTc3Ly8PAwYMADHjh2Dq6srtm7dWqlt0+uPA6ITERERERERVSNbtmzBt99+i6ZNmyIyMhLTpk2Ds7MzXF1d1QYWf1FGRgYAwNzc/KW2aWJigq+//hrAs0HVX0Z0dDQ6dOiAZs2a4cMPP8SsWbNw8+ZNdOjQAUD5426lpaXB09MTx44dQ6dOnRAREQEzM7OX2j69vlicIiIiIiIiIqpG9PX1MXXqVFy/fh2JiYnYsGEDevfujYsXL6Jv374oKSkpk1OjRg0Az17V+6uCggLVuFLx8fEICwtDWlpamfUaNmwIAEhPT690nxMTE/Huu+8iISEB69evx40bN5Cbm4tz585hyJAhkjnu7u64cOECevfujRMnTsDS0rLS26bXH4tTRERERERERNXE/fv3ERgYiJ9//hkA0KBBA4wYMQLHjh1Djx49kJycjPv375fJez6b3vnz58vEJk6cCBMTE9y/fx87d+7E4MGDsWvXrjLrPX810NHRsdL93r9/PwoKCjB//nyMHDkSLVq0gK6uLgDg5s2bANSfnEpPT0evXr1w9+5d+Pr64ueffy4zVhX9e7A4RURERERERFRNGBsbY+nSpZg9ezaKiopUy4uLi5GSkgJDQ0O1Ac+f+/jjj6Gjo4Ovv/4aT548US2Pi4vD7t270bhxYzRq1AgDBgyAjo4Oli1bpvaEVHp6OqZNmwaZTAY/P79K99vIyAgA8OjRI7XlV69excqVKwFA7YmvUaNG4e7du+jfvz927NihNlA7/ftwQHQiIiIiIiKiasLW1hYBAQFYvnw5WrVqhT59+kBHRwdHjx7FzZs3MXv27HLHlWrevDmCgoIwZ84cvPXWW3j//fehVCqxa9cuFBYWIjQ0VLXe3LlzMXfuXDg7O2PQoEEoLi7GgQMH8PjxYyxevBiurq6V7nffvn1haWmJRYsW4datW3B0dMTdu3fx888/w8LCAgBURbPLly9j3759kMlkaNiwIebPn1+mPSMjI0yfPr3S/aDXE4tTRERERERERNXIsmXL4OTkhJCQEISGhkIul8PZ2RmhoaEYPny4ZN7s2bPRrFkzrFixAlu2bIFMJkPnzp0xf/58uLm5qdabM2eOar2NGzdCV1cXLi4u2LhxI/r27ftSfa5fvz5OnDiBGTNm4OTJkzh27BgaNmyIiRMnYsaMGXBycsLRo0ehVCoRHR0N4NlrfitWrCi3PQsLCxan/kVYnCIiIiIiIiKqRnR1deHv7w9/f3/JdSIjI8tdPnjwYAwePFjjNnx9feHr61vpvkltFwA6dOiAiIiIcmMvvkIYEBCAgICASm+bqi+OOUVERERERERERFrD4hQREREREREREWkNi1NERERERERERKQ1LE4REREREREREZHWsDhFRERERERERERaI1MqlUptd4KIpPXSlZ4hQ9fcTJgrMzEWN24hna/UlQlTlQbSk30qdXWFubq5hZKxEpsawlyZXCEZK6plKMw1vZkujCuN9CVjhfXEx9rgaZFkTCdPOgYAsuIS6aBcLsyF4BKusDIX52r454k8B+l9Nk3IEebK4pMlY6nDnIW5+XWkY7riQ4m656RXyK1vIMyVG4nPecNs6XPP8Kn4c1LqSLf92EX6vAMA6xulkjHTB/nCXNF3DYXFwlxlRqY47mgnGSuyMRHmGqZJ97vURHw89LIFn7Gj+Jw3ThEcDwA4FysZ0nVuKkzNb2wpGVPoic8tkyTR8RBPrJxfT/q6JzcUb7ekhjie2Ur63IOxIAbAwFT6/CqViy8+ylLpfsl0xT9bS4uk7z/KEvF2ZXritmvXyZKM+TX6XZhbUzdXMtbWUPp6CQCppdL3xQsFjYS5JUrp4/FnoZUw91h8c2Hc2kz6vH2aI74GlJZKfxZDWlwS5urIpD8nCz3xNfFefm3J2I1MW2Guo7n4N0Qj4yeSsa033YS58lTp32tKM/H9xbmx9PmTUyL+XSRiZVggjOfLxdfq5uaPJWPDap4V5troSl+rHfTEv8ciC6WvH9cK7YW5p586ScZuP7ER5mZniM/5hE+nC+NExCeniIiIiIiIiIhIi1icIiIiIiIiIiIirWFxioiIiIiIiIiItIbFKSIiIiIiIiIi0hoWp4iIiIiIiIiISGtYnCIiIiIiIiIiIq1hcYqIiIiIiIiIiLSGxSkiIiIiIiKiN9ydO3cQFham+ntCQgJkMhl8fHwkc/Ly8uDg4ICAgICq7yD9q7E4RURERERERPQGi42NRevWrXHmzJkK58jlcgwdOhSJiYlV2DN6U7A4RURERERERPQGy8jIQHFxcYXXf/r0Kd577z0cOHCgCntFbxIWp4iIiIiIiIioQnbu3IkWLVrg+PHj6NWrl7a7Q/8SLE4RERERERERVZGHDx9W6E9lpaenY/LkyWjUqBGMjY3RtGlTzJw5E7m5uap1UlJS4O/vD3t7exgYGMDe3h7+/v5ISUlRrRMUFARPT08AwMqVKyGTyRAZGSm53eDgYBgbG+PQoUMIDAysdL+JyqOn7Q4QERERERER/VvZ29tXaD2lUlnhNlNTU9GpUyckJibC09MTAwYMwJUrV7Bo0SL88ccfOHr0KBITE+Hu7o5Hjx6hZ8+eGDx4MK5evYrg4GAcPHgQp0+fRuPGjeHh4YGEhARs3rwZHTt2xLvvvgsHBwfJbc+ZMwedO3eGkZGRsIhFVBksThERERERERFVI1999RUSExOxYsUKtZnyRo8ejfXr1+PgwYNYs2YNHj16hJCQEHzxxReqddauXYuxY8di5MiROHnyJDw8PAAAmzdvRqdOnRAUFATg2Wx95enRo0cV7RW9yVicIiIiIiIiIqoiSUlJr7S9oqIihIeHw8nJSa0wBQCBgYGoVasWbGxscOrUKXTt2lWtMAUAY8aMwaZNm3Dq1CkkJCQIn5Ii+qewOEVERERERERURezs7F5pe3FxccjLy8Pbb79dJtawYUN8/fXXOHToEACgW7du5bbh7u6OCxcuIDY2lsUpei1wQHQiIiIiIiKiaiIjIwMAYG5uLrlOdnY2AMDCwqLceL169QAA+fn5r7h3RC+HxSkiIiIiIiKiaqJGjRoAgJycnHLjeXl5MDMzAwAkJyeXu87zAlfNmjWroIdElcfiFBEREREREVE10axZMxgYGOD8+fNlYsnJyahRowb2798PADhz5ky5bURHR0Mmk6Fly5YAAJlMVmX9JaoIFqeIiIiIiIiIqgkjIyMMGDAAN2/eREhIiFps0aJFAIB3330Xnp6euHjxItauXau2zoYNG3DmzBl4enqqxsPS19cHABQXF/8De0BUFgdEJyIiIiIiIqpGvv32W5w+fRqjRo1CeHg4WrVqhfPnzyM6Oho+Pj4YPHgw2rVrh65du2Ls2LEIDw9HmzZtcO3aNRw/fhz16tXD+vXrVe3Vr18fALB7927UqFEDw4cPh6mpqbZ2j95AfHKKiIiIiIiIqBqpV68ezp8/j9GjR+Pq1av4/vvvkZiYiFmzZmHXrl0AACcnJ1y8eBEjR47EjRs3sHr1aty9excTJ07ElStX4OjoqGqvYcOGWLhwIWQyGVavXl3uK4NEVYlPThERERERERFVM7a2tli3bh3WrVsnuY6dnZ3aE1IiM2fOxMyZM9WWKZVKYY6Hh4fGdYgqgk9OERERERERERGR1rA4RUREREREREREWsPiFBERERERERERaQ2LU0REREREREREpDUsThERERERERERkdbIlBxan4iIiIiIiIiItIRPThERERERERERkdawOEVERERERERERFrD4hQREREREREREWkNi1NERERERERERKQ1LE4REREREREREZHWsDhFRERERERERERaw+IUERERERERERFpDYtTRERERERERESkNSxOERERERERERGR1rA4RUREREREREREWsPiFBERERERERERaQ2LU0REREREREREpDUsThERERERERERkdawOEVERERERERERFrD4hQREREREREREWkNi1NERERERERERKQ1LE4REREREREREZHWsDhFRERERERERERaw+IUERERERERERFpzf8D11Ds/FCSyFIAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 395, "width": 595 } }, "output_type": "display_data" } ], "source": [ "subset = adata[adata.obs.Cell_type.isin(['Proliferating Progenitor', \n", " 'Pigment Progenitor', \n", " 'Melanophore'])]\n", "\n", "dyn.pl.kinetic_heatmap(subset, \n", " genes=transition_genes[:20], \n", " tkey='pca_ddhodge_potential',\n", " gene_order_method='maximum', \n", " mode='pseudotime', \n", " color_map='viridis',\n", " yticklabels=True, \n", " figsize=(6,4)\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Visualize the **gene velocity dynamics** as a function of vector field based pseudotime (*x-axis*). " ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 395, "width": 595 } }, "output_type": "display_data" } ], "source": [ "dyn.pl.kinetic_heatmap(adata, \n", " genes=transition_genes[:20], \n", " tkey='pca_ddhodge_potential',\n", " gene_order_method='maximum', \n", " layer='velocity_S',\n", " mode='pseudotime', \n", " color_map='RdBu_r',\n", " yticklabels=True, \n", " figsize=(6,4)\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Visualize the **gene acceleration dynamics** as a function of vector field based pseudotime (*x-axis*). " ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [ { "data": { "image/png": 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6bjyvJOV74zPTukv4GsOazcHRfF1VWxnWXI9sNu1NK/WY8X5TjX8PJcnheoRx0bOgaW9Yoo9pvXH0LsNaaL465r3exr+LyRtDTHtd6z9lWEt3NH8NSDtz0LRue6Sece3iUdPe9KQEw5qDT2nT3tQLxwxrjt5FzPebaLxfWx7z1+JUP+PnliRFyc2wtum0+WtT8zLehrWCt06b9sYVLGdYy+4ilfgU44+13ie2GNYkKbxIA9N69dSzhrUxR4zfPyRpTE3j166PDpn/Hvd4rJhhbdWxa6a9Tz1S2LDml27+MzyVlt+0Xmr3d4a16EZBpr3no40/B/wUccO0d/ig9wxrv675zLT3l/PGx3wrMcW098D5aNN673qlDGuVCxv/LklSaprx8zabj0UqknjZsBab1/i5I0nuB9ca1pyK+BnWJEk283Mc0vMY/07Yks0/j539fKJhLeG6+WfbuMg4w1rBysVNe13y5zWs5fEw//zh5Gr+GuDd70PTOgDOnAIAAAAAAICFCKcAAAAAAABgGcIpAAAAAAAAWIZwCgAAAAAAAJYhnAIAAAAAAIBlCKcAAAAAAABgGcIpAAAAAAAAWIZwCgAAAACAf5igoCDZbDbt37//fz5f06ZNZbPZTP8EBwfbx6enp+u7775TQECAPD09VbRoUb3wwgs6e/bsPa0xNjZWY8aMUcWKFeXm5qayZctqxIgRio2NzTQ2OTlZkydPVtWqVeXu7i5fX18NGDBAkZGRmcaeOnXK9FgSEhLuaZ3ZSUpK0vvvv6/KlSvL1dVVXl5eatGihUJDQ7Pt3b9/v/LkyaOgoKAc7+/27dt68803Va5cOTk7O6tgwYIKDAx8YM+dnHD6n+0JAAAAAAD8TwQGBsrf318+Pj7/830HBQWpadOmmbanp6fr008/VXx8vBo2bGjfPmrUKL3//vuqWLGiXnnlFV27dk0LFizQqlWrtHPnTlWoUCHbfaakpKhdu3YKCwtTs2bN1KFDB+3fv18ffPCBNmzYoG3btsnV1dU+/sUXX9TcuXMVEBCgAQMG6PTp05o+fbpWr16tPXv2qFChQvax4eHhkqRu3bqpYsWKmfbt5PTgopW0tDQ99dRT2rBhg6pWrap+/fopKipKCxcu1JNPPqkFCxaoS5cuho/BSy+9pJSUlBzvLy4uTo0aNVJ4eLgef/xxBQYG6sKFC1qyZInWr1+vTZs2qUGDBg/q8AwRTgEAAAAA8A8TGBiowMBAS/ZtdNbOxIkTFRsbq1GjRql58+aSpGPHjun9999X3bp19dNPPylPnjySpJ49e6p169YaOXKkFi1alO0+v/rqK4WFhWno0KGaOHGiffvbb7+tDz/8UHPmzNGAAQMkSRs2bNDcuXPVqVMnLVq0SDabTZI0c+ZM9e3bVxMmTNDHH39sn+PAgQOSpBEjRqhatWr3/oDcg4ULF2rDhg3q2LGj/vOf/9iDr7feeku1a9fWgAED1KFDB7m4uGTq/eijj/Trr7/e0/6mTJmi8PBwDRo0SJMnT7ZvDwsL05NPPql+/frZj/9h4rI+AAAAAADwUJ06dUojRoxQ5cqVNXr0aPv28PBw+fn56f/+7//swZQktWrVSt7e3vrll19yNP+JEydUqFAhDR8+PMP2Hj16SFKGeQ4fPqyiRYtq+PDh9mDKaKx0J5zKkyePKlWqlMOjvX9Lly6VJI0dOzbDGVkVK1ZUt27ddO3aNe3ZsydT39GjRzVu3Di1bdv2nvdns9n07rvvZtjepEkTNW3aVAcPHtTFixfv40juDeEUAAAAAAAPyYULF3L0516kpKRo7Nixqlatmjw8PFSgQAG1atVKP/74o31MVveIunsvqD/fuygyMlJDhw5V6dKl5ebmpgoVKmjkyJGKiYnJtO+oqCi99tprKlasmNzc3FSzZs0cndn09ttvKzExUVOmTMkQQnXt2lXnzp1T586dM4y/cuWKoqKiVLRo0Rw9Jh9//LGuXbumIkWKZNh+9OhRScowz5AhQ3T58mUFBARkO1a6E05VrFgxw7qzcvbsWdlsNo0fP15Lly5VzZo15ebmJn9/f/vZXNu3b1ejRo3k4eGh0qVLKzg4OMNleF27dtWoUaP0yCOPZJr/7tlSf/65pKWlqXfv3vL3988Q/OVE37599d577ylfvnw53t/DwGV9AAAAAAA8JH5+fjkal56enuM5X3vtNc2YMUNNmjRRmzZtFB0drQULFqhVq1batGlTlvd7kv57Lyh/f3/7tsuXL6tevXqKiIhQs2bN1KlTJ/366696//33tXPnTq1bty7DGTzdunWTq6urunfvrtu3b2vu3Lnq2rWrVqxYoQ4dOmS5371792rRokVq0aKFnnzySdNji4uL065du/T6669LuhNq3Y8bN25o3bp1GjRokPLnz6/+/fsbjr1165bCwsI0ePBgOTs7a9iwYfZabGysTp8+raZNm2rAgAFavXq1rly5okqVKmnYsGF67rnnMs23ZMkSvfvuu+rSpYsaN26s77//XsOGDVNERIRmzpypNm3aqH///lq4cKHGjh0rb29vDR48WJLUuXPnTEGddOcm6WvWrJEkVa5cOUNtypQp+uWXXxQWFpbl5X5mXnrppSy3R0ZG6qeffpKHh0eG58vDQjgFAAAAAEAucevWLc2aNUuNGzfOcAbUyy+/rNq1a2vatGmm4dSfvfnmm4qIiNCkSZM0ZMgQ+/ZXX31Vs2bN0sqVK9WxY0f7dl9fX4WFhSlv3rySpPbt2+uZZ57RnDlzDMOpSZMmSbpz3yQzp06dUrly5TL0ZRXUZGfOnDl6+eWXJUkeHh5av369ypYtm+XYH3/80X7/K0dHRy1YsED169e31w8ePKj09HRt2bJF169fV5cuXXTt2jWtXLlSPXv21PHjxzV27NgMc+7fv1/Lli2z3/Orbdu2atWqlaZMmaKpU6fa7301YMAAlS5dWvPmzbOHU0Y++OADnT17Vm3atMkQeJ4+fVojR47Uq6++qkaNGj2wb9h74403dPv2bfXr1++eA6/7QTgFAAAAAMBDcv78+Qc6X1pamtLT03X+/HldvnzZ/m18AQEBOnXqVI7P1JKkxMRELV26VOXLl88QTEl3bv5dqFAhFStWLMP2IUOG2IMpSWrXrp0cHBx0+vTpLPdx5coVLVq0SDVr1sz2rKmUlBQNHTpUcXFxWrFihV5//XXdvn1b77zzTo6PSZIKFy6st956S+fPn9eSJUvUqlUr+//+maurq9544w1FRkZqyZIl6tGjh2JiYuxBXnR0tB555BG1aNFCkydPloPDnbsjXbx4UQ0aNNC7776rjh076rHHHrPP6e/vn+Fm9He/7c7Dw0N9+/bNMK5o0aI6e/as6fF8++23Gjt2rLy8vDRt2rQMtVdeeUXe3t6aMGHCvTxEpsaPH6+QkBCVKlVK77333gOb1wzhFAAAAAAAD4mvr+8DnS9//vzq1q2bFixYoJIlS6pBgwZq06aN2rdvn+lyr+ycOnVKsbGxevzxxzPVjIKJ8uXLZ/h7njx55OnpaXhfogULFigpKUl9+vTJdj2PPPKI/d5M7733nho0aKDRo0erVatWqlOnTk4OSZLUoUMH+1lcw4YNU/369fX888/rzJkz8vDwyDC2QYMG9vBozJgxCggI0KuvvqrmzZvL19dXrVq1st+L6o9KlCihMWPG6KWXXtKCBQsyhFN/PPtLkn2ffn5+cnR0zFBzdXVVVFSU4bHMnj1bffv2lYuLi5YtW6bSpUtnqG3evFkrVqzI8p5R92P06NF69913VbBgQa1evVre3t4PZN7scEN0AAAAAABykW+//VaffPKJKlSooNDQUL311luqUqWKateufU+Xdd28eVOS7inYcHV1zXK70T2zVq5cKUdHxwyXBuZEwYIF7WdMrVy5UpL02WefKTg4OMOfP9/c/c9q1qyp559/XteuXcv2m/9KlSqlIUOGKCkpSevWrct2jTVr1pQknTlzJsP2Pwdgd93r5XHBwcHq06eP3NzctGrVKjVr1sxeu3jxot544w116dLF8HLKe5GamqqXX35Z7777rooUKaIff/xRVapU+cvz5hRnTgEAAAAAkIvkyZNHw4YN07Bhw3Tu3Dlt3LhRCxcu1IYNG9S+fftMYYmRu5fn3b59O8t6bGysYdCSE7dv39ZPP/2kxo0bq3DhwlmO+e233xQeHq6OHTtmCr5KlSol6c7NuaU74VRERESmOZo2baqtW7fq5s2bevrppzPV/zzPnj17dOLECfXo0SPbsadOnVJERITq1asnd3f3DGPj4+MlGQd29ys9PV39+vXTzJkzVaBAAa1Zs0Z169bNMGbjxo2Kjo7WokWLZLPZMs3xzTff6JtvvtGYMWMUHBxsur/ExER16dJFq1atkr+/vzZs2JDpDLmHjXAKAAAAAIBc4syZM5o9e7bq16+v9u3bq2TJkurdu7d69+6tJ598Ups3b85xOPXII4/I2dlZu3btylS7ePGifH199corr2jWrFn3tdZ9+/YpOTlZDRs2NBzz2Wef6csvv9TKlSv11FNPZaiFh4dLkv1m5mb3Zurdu7fOnj2rq1evZroU7c/zvP3229q0aZMeffRRVa1a1XTs2LFj9d1332nJkiWZzv7atm2bpDv3+3qQhg0bppkzZ6pEiRLasGFDlpdrVq9eXWPGjMm0/fLly5o5c6Yee+wxBQYGGt4c/6709HQ9++yzWrVqlapUqaINGzaoePHiD+pQcozL+gAAAAAAyCXc3Nw0YcIEvfPOO0pMTLRvT0pK0qVLl+Ti4mK/SXp2XF1d1alTJx05ckSzZ8/OUHv//fclyf5Ndvfj119/lfTfy9+y0rVrV0l37nV090wk6U4I9+6778rV1TXLM5yymiclJUVvv/12hu2rV6/WkiVLVLVqVXuIdHefw4cPV2pqqn3s3r17NW3aNBUtWlRt27aVJHXp0kWSNG7cOMXGxtrHHjt2TB9++KG8vb317LPPZru+nFq5cqU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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 395, "width": 595 } }, "output_type": "display_data" } ], "source": [ "dyn.pl.kinetic_heatmap(adata, \n", " genes=transition_genes[:20], \n", " tkey='pca_ddhodge_potential',\n", " gene_order_method='maximum', \n", " layer='acceleration',\n", " mode='pseudotime', \n", " yticklabels=True, \n", " color_map='RdBu_r',\n", " figsize=(6,4))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Visualize the **gene curvature dynamics** as a function of vector field based pseudotime (*x-axis*). " ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 395, "width": 595 } }, "output_type": "display_data" } ], "source": [ "dyn.pl.kinetic_heatmap(adata, \n", " genes=transition_genes[:20], \n", " tkey='pca_ddhodge_potential',\n", " gene_order_method='maximum', \n", " layer='curvature',\n", " mode='pseudotime', \n", " yticklabels=True, \n", " color_map='RdBu_r',\n", " figsize=(6,4))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Build transition graph between cell states" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When projecting high-dimensional RNA velocity vectors into low-dimensional space, **dynamo** builds a cell-wise transition matrix by translating the velocity vector direction and the spatial relationship of each cell to its neighbors to transition probabilities, similar to velocyto, etc. **dynamo** uses a few different kernels to build such a transition matrix which can then be used to run Markov chain simulations, as we will demonstrate in future. \n", "\n", "On the other hand, it is of great interests to obtain a transition graph between cell types (states). **dynamo** implements such a functionality with a few methods which effectively creates a model that summarizes the possible cell type transitions based on the reconstructed Markov transition matrix between cell or the vector field function. \n", "\n", "To achieve this, we only need to build a state graph with {meth}`dynamo.pd.state_graph` in a specific basis for a specific grouping. For example, we can use the vector field integration based method `vf` to build a transition graph between different cell types:" ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----> Estimating the transition probability between cell types...\n", "|-----> Applying vector field\n", "|-----> [KDTree parameter preparation computation] in progress: 0.0000%|-----> [KDTree computation] completed [0.0017s]\n", "|-----> [iterate groups] in progress: 100.0000%|-----> [iterate groups] completed [94.9211s]\n", "|-----> [State graph estimation] completed [0.0021s]\n" ] } ], "source": [ "%%capture\n", "dyn.pd.state_graph(adata, group='Cell_type', basis='pca', method='vf')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, a state graph can be visualized with {func}`dynamo.pl.state_graph`." ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----------> plotting with basis key=X_umap\n", "|-----------> skip filtering Cell_type by stack threshold when stacking color because it is not a numeric type\n" ] }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 296, "width": 444 } }, "output_type": "display_data" } ], "source": [ "dyn.pl.state_graph(adata, \n", " color=['Cell_type'], \n", " group='Cell_type', \n", " basis='umap', \n", " show_legend='upper right',\n", " method='vf',\n", " figsize=(4.5,3))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Save results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### save ranking information to an excel file\n", "\n", "**dynamo** provides an utility function to automatically save the ranking related data frames to an excel file with each ranking information saved to a separate sheet in the xlsx file. " ] }, { "cell_type": "code", "execution_count": 69, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "|-----> saving sheet: rank_velocity_S\n", "|-----> saving sheet: rank_abs_velocity_S\n", "|-----> saving sheet: rank_acceleration\n", "|-----> saving sheet: rank_abs_acceleration\n", "|-----> saving sheet: rank_curvature\n", "|-----> saving sheet: rank_abs_curvature\n", "|-----> saving sheet: rank_div_gene_jacobian_pca\n" ] } ], "source": [ "dyn.export_rank_xlsx(adata, path=\"result/rank_info.xlsx\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Save data with pickle dumping or pandas dataframe to_csv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In addition, you can directly either export data to a csv file via: \n", "\n", "```python\n", "adata.uns['rank_acceleration'].to_csv('./zebrafish_vf_rank_acceleration.csv')\n", "```\n", "Alternatively, you can save the data via pickle dump: \n", "\n", "```python\n", "import pickle\n", "\n", "pickle.dump(adata.uns['rank_acceleration'], open('./zebrafish_vf_rank_acceleration.p', 'wb'))\n", "pickle.dump(full_reg_rank, open('./zebrafish_vf_full_reg_rank.p', 'wb'))\n", "\n", "_acceleration_rank = pickle.load(open('./zebrafish_vf_rank_acceleration.p', 'rb'))\n", "_acceleration_rank.head(2)\n", "```\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Dynamo save utility" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that there may be intermediate results stored in adata.uns that can may lead to errors when writing the `h5ad` object. For now, we suggest users to call {func}`dynamo.cleanup`(adata) first to remove these data objects before saving the adata object." ] }, { "cell_type": "code", "execution_count": 124, "metadata": {}, "outputs": [], "source": [ "dyn.cleanup(adata);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "call `AnnData` `write_h5ad` to save the entire adata information." ] }, { "cell_type": "code", "execution_count": 125, "metadata": { "scrolled": true }, "outputs": [], "source": [ "adata.write_h5ad(\"result/tutorial_processed_zebrafish_data.h5ad\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can load in the data later if need: \n", "\n", "```python\n", "_adata = dyn.read_h5ad((\"result/tutorial_processed_zebrafish_data.h5ad\"))\n", "```" ] } ], "metadata": { "interpreter": { "hash": "149170a34b80921e9f067d63e9cd48cc3daa8835f3726c438cfa63a39a78a9cb" }, "kernelspec": { "display_name": "omicverse", "language": "python", "name": "omicverse" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.17" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }