{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Stage 1: Data preprocessing\n", "\n", "In this tutorial, we will show how to prepare the necessary data for GLUE model training, using the SNARE-seq data ([Chen, et al. 2019](https://doi.org/10.1038/s41587-019-0290-0)) as an example. The SNARE-seq data consists of paired scRNA-seq and scATAC-seq profiles, but we will treat them as unpaired and try to align these two omics layers using GLUE." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [], "source": [ "import anndata as ad\n", "import networkx as nx\n", "import scanpy as sc\n", "import scglue\n", "from matplotlib import rcParams" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [], "source": [ "scglue.plot.set_publication_params()\n", "rcParams[\"figure.figsize\"] = (4, 4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read data\n", "\n", "First, we need to prepare the scRNA-seq and scATAC-seq data into `AnnData` objects. `AnnData` is the standard data class we use in `scglue`. See their [documentation](https://anndata.readthedocs.io/en/latest/index.html) for more details if you are unfamiliar, including how to construct `AnnData` objects from scratch, and how to read data in other formats (csv, mtx, loom, etc.) into `AnnData` objects.\n", "\n", "Here we just load existing `h5ad` files, which is the native file format for `AnnData`. The `h5ad` files used in this tutorial can be downloaded from here:\n", "\n", "* [http://download.gao-lab.org/GLUE/tutorial/Chen-2019-RNA.h5ad](http://download.gao-lab.org/GLUE/tutorial/Chen-2019-RNA.h5ad)\n", "* [http://download.gao-lab.org/GLUE/tutorial/Chen-2019-ATAC.h5ad](http://download.gao-lab.org/GLUE/tutorial/Chen-2019-ATAC.h5ad)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 9190 × 28930\n", " obs: 'domain', 'cell_type'" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rna = ad.read_h5ad(\"Chen-2019-RNA.h5ad\")\n", "rna" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 9190 × 241757\n", " obs: 'domain', 'cell_type'" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "atac = ad.read_h5ad(\"Chen-2019-ATAC.h5ad\")\n", "atac" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Preprocess scRNA-seq data\n", "\n", "> (Estimated time: ~2 min)\n", "\n", "To begin with, the scRNA-seq expression matrix is supposed to contain raw UMI counts:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "text/plain": [ "(<9190x28930 sparse matrix of type ''\n", " \twith 8633857 stored elements in Compressed Sparse Row format>,\n", " array([1., 1., 1., ..., 1., 1., 1.], dtype=float32))" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rna.X, rna.X.data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Before any preprocessing, we back up the raw UMI counts in a layer called \"counts\". It will be used later during model training." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [], "source": [ "rna.layers[\"counts\"] = rna.X.copy()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then follow a minimal `scanpy` pipeline for data preprocessing (see their [tutorial](https://scanpy-tutorials.readthedocs.io/en/latest/pbmc3k.html) if you are unfamiliar).\n", "\n", "First up we use the \"seurat_v3\" method to select 2,000 highly variable genes." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [], "source": [ "sc.pp.highly_variable_genes(rna, n_top_genes=2000, flavor=\"seurat_v3\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then normalize, scale the data, and perform dimension reduction via PCA. By default, 100 principal components are used.\n", "\n", "The PCA embedding will be used in [stage 2](training.ipynb#Configure-data) as the first encoder transformation to reduce model size." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [], "source": [ "sc.pp.normalize_total(rna)\n", "sc.pp.log1p(rna)\n", "sc.pp.scale(rna)\n", "sc.tl.pca(rna, n_comps=100, svd_solver=\"auto\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Optionally, we can visualize the RNA domain with UMAP." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 300, "width": 474 } }, "output_type": "display_data" } ], "source": [ "sc.pp.neighbors(rna, metric=\"cosine\")\n", "sc.tl.umap(rna)\n", "sc.pl.umap(rna, color=\"cell_type\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Preprocess scATAC-seq data\n", "\n", "> (Estimated time: ~2 min)\n", "\n", "Similar to scRNA-seq, the scATAC-seq accessibility matrix is also supposed to contain raw counts." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "text/plain": [ "(<9190x241757 sparse matrix of type ''\n", " \twith 22575391 stored elements in Compressed Sparse Row format>,\n", " array([1., 1., 1., ..., 1., 1., 1.], dtype=float32))" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "atac.X, atac.X.data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For scATAC-seq, we apply the latent semantic indexing (LSI) for dimension reduction, using the function [scglue.data.lsi](api/scglue.data.lsi.rst). This is just a Python reimplementation of the LSI function in [Signac](https://satijalab.org/signac/). We also set the dimensionality to 100. The other keyword argument `n_iter=15` is passed to [sklearn.utils.extmath.randomized_svd](https://scikit-learn.org/stable/modules/generated/sklearn.utils.extmath.randomized_svd.html). Setting it to larger values increases the precision of randomized SVD.\n", "\n", "The LSI embedding will be used in [stage 2](training.ipynb#Configure-data) as the first encoder transformation to reduce model size." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [], "source": [ "scglue.data.lsi(atac, n_components=100, n_iter=15)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Optionally, we may also visualize the ATAC domain with UMAP." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [], "source": [ "sc.pp.neighbors(atac, use_rep=\"X_lsi\", metric=\"cosine\")\n", "sc.tl.umap(atac)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "image/png": 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AGKgGngbu1lrvSStbCRzqc4hnrRstz2mt1x7PGxFitLavvaXfdbZk3d0TcZ2N1WrAbz3/02CFtNZ7MefBTxprbv7ngSsxe4xtwFHgSeBOrfXBERzjJszfJc3AFxniPZ9o8hdSCCGEGEBb+0A301NBZofdTygKqAQ797WxbFEeygASqdJZAQeGoWhrj5KMQ44PQlGIJ6Curm+eEQhHEhyu7sLrsREMZgbIbe0RmlvC5Oa6mF7u71dXnBi2tfcvxgwSP0DqyyxAl23t/fcBdyfWvW/HOJ7yButxo9a6J+B8APg2ZpKWmzCHJfejlPoE8CMyp5s5MefCLQJuVkp9Umv9i3FsrxDHbfvaWwa9zravveU+4O4l6+4ez+tsrBanPd/S88Tqwa3AHJJco3vmnEwSpdQVwB+AvsN95ls/H1dK3ay1/uUQxyjETIAF8K9a66aTKZmhzKkVQggh+tBaM9B3kMOuMrrtXoKGm2pnCVh/0Ns7YrzwSj2xWKqO3a5YuSSvNzi+ZDnccDHceCm87RywqWS/4wO0tsVobI7Q9+xHaoLUHAuxfVcbNWm9yOLEsa29//OYCV8+ReYXbaztTwFvWOWOm1LqHGCOtfn7nv1a66PAi9bmu5VS3gHqzgfuwvyutwVzqPIFwJsw58O1YfbU/EgpNdOqVouZjTV9mY6PWfs+Oh7vSYjhbF97y4iuM6vcZFtgPbZqrbuUUkuUUo8AHcBezJ7Qw0qpW5VSk9KZqJQ6D3OURzZm9vRbgTXA+cDnrH1O4BdKqeuGONT3gDzgeeDXE9fisZGeWiGEEKKPSDSJx22nu09vKcpgr7tywDp9Y+D5s7Pw+Rz4fXa6uuPYrOTFdhuU5ZvncDqMfkmlRqKzKwr0i2PEBLIC1TtGUFQBd9jW3k9i3fvuHLb00HqGHieBB/u8dj/mF9MA8C7M+W3p3ov5Pa8RuEhrnT404Fml1PPAesABvA/4ltY6CmxVSuWklT0ZM6+KU5QVqI74Otu+9haWrLv7eK8zlFIrRlH8kNa63Xqebz22KaWuxrxO3X3KTwO+C1yslLrOus5OCKWUAdyD+bvgFczMzOnJH15SSt0DPIt58+rHSqm/a63DfY5zOebviRjwycnueR6I9NQKIYQQQCKpeX1HC8+9dIxXXmvsH9CO0sEjXSQSSTzuwZfiWTgvG7stc/hWJGYOTx5KYX7f70xiIllDjr87ymrfteqNidWr8x5r8zmtdW2fIn8Eev6T3jTAIUqsx8Y+AS0AWuvnge8AX8fseRFiUllDjkd9nVn1jteWUfxcnFavpyc5F/NGUwJz3mop4MG88dQzPeAq4PZxaOtovBUzQRXAx/sEtABYAfq/WJuFwDvTX7dGgvzY2vx/WuudE9TW4yJBrRBCCAEcPtpFdV2Q7mD8uANagFAowePP1tLYHBm0zM69bQQCmYOmnHZo7j/dNsPeAx3E4kla2yJj6ukVo3YLZs/QaCjg5uM45+WYXzAhbehxD611E2aCF4ALlFKz+xTpSQC1SCl1t1KqdIBjfElr/V9a6/XH0U4hxstkXGfHy2M95mD20L5Va/09rfUxrXVYa/0i5pD/V6xyn1FKzTiB7bvCemzWWr8+RLmXMBNxgZkIKt1/ArOAg8B/j2vrxpEEtUIIIU4Lbe1RNm5u5LVtTQRDcRIJzfZdLTy1vpan19dyrCE0/EHSuFz9/4TaRvlXNRbTtLZlrj+rFPiH6YhtbY/y/IZ6NrzayHMv1fHGzlYOVHWSSJ50I8KmPCvL8QfGWP2DVv2x6Bl6HAMeGqRMT7Cr6J9Z9beYQ4/B/NJfo5TaqJT6hlLqPGtYohAnBSvL8ZivM6v+mGmt1Sh+Hkmrmj5M97cD3SDSWkeAf7U27fTpCZ1gy63HfKWUHuwHs4c5YJXtmWOPUmo55hxcgJv7rsF7MpFfaEIIIU55Wmte3dpEU0uE+sYwW7e3sP9QB0dqgkSjSSLR5CDZjkcnMU6dpo3t/fdlp/XoGoaZKRnMwPhobTd79rfz7PN1BEPH38ssMiymf7KakfJjZhkeFaWUH3i7tekAmgf5InpvWrUPpgeqWutG4M1Az1BBBZwF/AdmkqljSqm7lFLTR/2uhBh/J/w6Gyfpywv9ddBS8AKpntBVE9ecfvKHL9JPDvTOx/0ZZiD+gNb68XFs17iTRFFCCCFOecmkzhimGw4n+i2ZM1qRyAQM+9WawzUR6ro8zCwFndbz6vU6mFbup7E5TH1jeMDq0ViSXXvbWLW8YPzbdvoKDF9k3Otfy+gzgU0DLgN6v3hqrbcopZZa+9+JuT5lzzDkQszhnjcqpa7UWj83hnYKMV4m4zobD8fSntcNVkhrnVRK1WG2cyyB5lj1JHXYhpkBfSR6emM/CZyNOXf/N4Mk0+q5EeFKe/2Y1vrYAGUnlAS1QgghTnk2m0HlND9VR82b6jnZTur6DDfOCjjo6ooxqSN4lWJW00uUtLfxrF7N9LwAs4rN7wx19SGaW8LEE0M3cLjXxagNM8N5Qur3DD2OAh8kY/XjfuYB37Ke30RaUAvml2lr3+MAVpD7FszsyCsAH/BrpdRcrfUwKcqEmDCTcZ2Nh/S1cnOHKeuyHgcYizNhWq1HzxiymJ9tPdqBfwxTtpLUOr3/hZmA7oSSoFYIIcRpYdH8HKZX+DAMxfMb6nv3G4biwtXFeNw2nnvpGMHQ5H6vT6D4/KvZHA3t43sfWZnxWjQ2dMDqcBjMn501kc07He3AHGI4lqGRXaSG/46IUqoYuMTafFxr/cAw5e3AZ4Ei4O1KqVytdauVsXQB0K61PtBTXmv9BuYaoN9WSj2IuRzQTGD+aNsqxDg6odfZONqY9vxsBgn+rCkFFdbm4YluVJqdwDnAHKVUjta6baBCSikH8G/AEWDLVFzGS+bUCiGEOG34fQ68HjsOR+rPn8Oh8HrsKKXIyXaCTqKSUVQyNsSRUpSidw3a0TCU+ZOhq5WuulqOhhwAbNrfMqJj2WyQnWWuiRsMJXhjVyv7D3WQlMRRxy2x7n1dwH1jrH6vVX803ktqyGDftWn70VrHgT9Ymy7gBivQbQBew+w1GUx6r256ejL5jyNOqCXr7j6u68yqf8JZwd9+a/ODSinXIEXfTeq6/vtEtyvNU9ajAXxkiHLvxexd/RVWIiut9Y3DJc0CeqYt7Enb//WJeStDk6BWCCHEKS0WS9J3nfiyUk/v83hcc+hwJwcPd6J0hMU1H2D1wcWsOnwRnmhvBxf2QQJXrSExhs7dpMYa6pxqm0ok8C9cwdwyc3rY7547zJNbh5+alExCe0eM1rYoW7e3cLSmm70HOtiz/0SOcjul3c3oAz0N/GgM5+oZehwG/jLCOr9Ne36TFej2fJl9p1LqzL4VlFKKVBbWblJLAAGkr0PlG2EbhDheJ/I6G093Wo8zgTusa6uXUqoS+F9rcy9wIpfQeojUXN+vK6XO6lvAWmLo29ZmDPj5CWrbuJLhx0IIIU5J8XiSjZubaOuIEvA7OOeMApxOG43NYQ5WpW7qJxKaXfvM4C+/+wmciXpavG8iEH6N0rZ7OFj0TUqL3NjtBkdrgxPQ0tT3H51dANkF/PcNcZ7b3oDPbeeCRYW9r599RgEOu8GmLY29Q5FttsGD6iM13VRO8+PxyJ/745FY974dtrX3fwG4YxTVvpBY974dwxdLUUrNJ5UZ9Z9a6xHNE9Rab1JK7cWcX7vSWobjf4CrMXtvn1FK/QAz63EbMAP4OHCxdYi7tNbdaYesT3v+WaVUExDVWm9BiAmyZN3dO7avvWXU19mSdXeP6jobyCBJkIbSqLWusZ7/BLgeuABz+awFSqkfA9XAmZgZx4swA/CPW/PcTwitdUQp9THMzMx+YL1S6i7gMcwEUGcDX7LaB/DfWusTOTx63MhfOSGEEKekmrogbR3mMj2dXTGO1HQzc7qfozXdg9bpcsxj6/TH0MqBK1ZNfuejAFROD9DeGQNGH9TabRC3gk67XRGPD98R4XXZecuqsn77ddIcQm3YDIiZBy0t9tDeEaOzy8zmbBhmzy2YAfvegx0sX5w36naLTIl177vTtvZ+gO+SfieiP40Z0N45RJnBvD/t+bBDj/v4HamhxjdprT+rlLoZuAsz4+rXBqn3B+Df++yrwpyLtwgzc/JlwFFAlv8RE2rJurvv3L72FhjhdbZk3d1juc4GMtobNt8HPge9mY2vAv6MOR/+TdZPugjmdXnCs4xrrf+ulLoB+CXgAb5o/fT1feCbJ7Jt40mGHwshhDgl2WyZ34dshuKVzU0caxh87fiIsxKtzPmsEUcFDfkfYdmiXHJzXEwr85Gb7Ryglu7zPPMmfDytFzU9oPV6Bh7PHPAPfr+5oytKOJIgHE4dtKYu1BvQQiqg7W2RzI4cN1aguhRzuGPfOXxd1v6lYwxoAd5nPYYYes3LgaQPQb5BKeXUWv8Us+f3Z8BuzLsyUcwA9UHgrVrr91rDlXtpc7z+lcCjmNlTw0BUKZU+71aICWEFqsNeZ+MY0B43rXUH5s2fG4AngUbM62YfZk/ucq31/ZPYvt8DczCHGW8DOjCHGlcDDwAXaa0/p/vO1ZlC1BRu+5gpparLy8vLq6urJ7spQgghJojWmu2722hqDpOX42L2zACv/egJPAcOEJk+jc6zM6cW6UQC1SfjU1G+m7JSD+FwkmRSk5vr5JXXmoY8r6FiJLVj2PYp1T/gzMt1Ul7iZf+hDkLh/iPU5swM0NYRoak5OuzxAew2xZpzivF6T72BWRUVFdTU1NRorSuGLz3+bGvv92P2ZAYwlxPZOYakUEKIIWxfe0u/62yykkKJk9up91dOCCFOsFjDAWKNB7Bnl+KsWDrZzREWpRRLF6aWDWx/eQf5fzdXW/Du3kPC4yG4dAkAsaZmHAX5vWW11iilaGgO09AcTjsmFBa4aGxKz6PT18huFmtt9iYn0taVbWmN0tI6eMDq9djZf2jkyzEWFbpPyYD2ZGAFsBuHLSiEGDMrgJXrTAxLhh8LIcRxiLfVEdz6KLGa7YR2Pkm0VpZ5PFnFaxoyth0tqeVyOp58jmQstYRPn+SVvbRmiIBW43LGcLncZA0xhDidUiMLgB0OxZkr8vGNIkC1GTB3ZhahUJxodHLX3hVCCCEmkty+FUJMSeF4jGAshs/hxGWfvF9lya5G0nvm4m3HsOfPRcc60JFubLnlKGMMi5iKcRdYs5wjf91I4xVXkAj4UbHUNEJHwMux79xN4Uc/gD0/F2WM/p5vdpaT2TPyqWsI9c7btRlRFAniSTcD5TzR8SQjub9sMxQ5WQ5e29Y84vYkkrBtZytt7VGUghVL8igt9o64vhBCCDFVSFArhJhygrEoVW1mL5sCZubm47YPP4dxItjzK1EODzoWQmtF9f/8g9ixh8m9sgDf4gBGdgn+s64fNEjSyQThfc+T6GzEWboQZ/mSE/wOTh/O4jy6PvYB4iFzrqp2ucz9DsWMG65k9//WEjtWj6Mwf9BjZBUqnB5FuEsT6tQkUp27tHfE2PxGqvdXkcBpN4Nbu46B4SccSf0/cCUiKJIkbKk1cwcTjiRZv6G+dxkfMBNNBUOZPbCG6ln71tTWbg5l1hp27m2jpMgzaC+0EEIIMVVJUCuEmHK6o6k5h9ra7hvU1gRrebz2aeLJOBeXXMjcrNnj3g6tNdjs+M59H4m2Og599ue4CzeQt3Iv8Y48dOKDJNuPkehswJ5dMuAxIlWvEj28GYBQy1EMf8GgZcXxc3kcdIYyhw/nZLtoaApTfPNNQ9a1O8DlVTQethI4DRsbpqJLpTQ2W4KeXlmdTKJjEQrppjotqPVmKVx+RahTE+7MHJqcHtACVJT5OFDVkbFG7cwZfhqawhnZkHtEIkl27W1n0fyc4RouhBBCTCkS1AohphyPwzHkNsDjtU/TFm0H4LGaJ5kdmImhjj+NQFInCSVCuLET2vwwibZaDG8unmVXkXW+A09ZKbTtw+47Cq3PQMFV6GSSeGcjoe2Pkwx1YPhy8My7CJQi1rA/4/g63AkS1E6YBXOz2bi5iWjMDEztNoXLOfj/i0C8i5x4B0Gbh3ZnLuGutMCyz3RYpczjxeIaBWQnw8QMRTKpsdkMXE43XcEEWmvaHnsa955tzPjkO3vrewKKopnmUPWsAs2x/Qkiacvi+r12uoLxtHMZGQEtmCHz3K6DHIoFaHXk0ldTS7jfPiGEEGKqk6BWCDHl+J0upmXlmHNqnU68jv5rhyZ1MuO57hOBdMeDOA0HDsMMiFujbbxQv4FgIsTZ+auYGZjR75iheIgHDz9Mc6SFMyJeVra1mccPthLc8jDehUVAEdpdCTU/gmQEHB6Cr/0JkmnriLYfo/vVB62gKNUuI1CIPb//ecXYxRNJWlojeNx2An4HWQEnl15URmOzubarw2Gwc0/bwJW1pixajzcZgXgbHdkOmo0sev7NDJI4SBDBQU62k1mVfl7fYQ4/1kCb4cf/0mamXbGcgsoiXtpozodVSuFdPJ/2p59k2tnziTQrjtSFcflSXb9KKZxeRSSoyXYkyK+voetQiK6Z83uaRu2x7n5N3l/VRVY8h3ZH1oBvKT9PlhkVQghx6pGgVggxJQVcbgIuN52xLg51HqPYU4jXnkqCc3HJhfyj5gmSOsHFJRfR2h3iZ+u2YS/fjt2RBCOB03ByVcWb2dj0Gs1Hqlj5o6N4G6PsvnArJf/+b3hsmQHAG207aY6YQUtzMnOZPB1N61JzlkHOWlTBZRAP91+MFPrtc5QvxbPgYpRNfi2Pl0RC8/KmRjq6Yv0SJRXme8jP1bzwSn3Gkjpet41g2Or+VIoWew7eaD0Axd4kBdPzaVLNhI7Wkh3vwq2jeObMJGdJBS+/2kC8z6jfSFkZx/6+mWm3Xp2xfE+8uYU5b7sQd0khoTpz3dtQR5LsQoUyFMmEOfxYhcP47/gp8WAQN+B76xV0n7ESgLaOGH1poN3eP6AtKfJQmO+mokwSRQkhhDj1yLcnIcSU1RRu5oGqh4gko3htHt47810E40HqQvUEHH4WZs0j15WLQ9m59/A9uGdl1o8mo/yj5knCiTBL/9qI/5g5V3fas820X7MXz/JlACTDXcSbDpKdTPWMHXYrOksqyW5vxZZTilY24rU7ALOXTedeCkkY8Zql8Qg6HibeVIcRKMTmzTnej+e0194ZpaPLDPy0hpq6YG9Qm0xqNm5poqs7FYUqBfPnZrMlLdmTTacC3Iakn/2vNQKQZ7go1mY5w1qWZ6AETM7aOqI5OXR2xTlzeT6797bSUd1Ifp6bMz/7Mapru2m01sGNBKF2X4L8AgdNDXHiUXA1NGILpm6YREtHNzTd5TSYXRmgcnpgVPWEEEKIqUSCWiHElFEXPMbmlm147V7OKzyHvR37iSTNQDSYCLG+/kX2dR7oV89r8wya1CecCGNoTWkkM/hsjbVTArQ3HSDx+mPY4lFKgLfl5LHTk8RXMJvykgt7AxmtNZ2tNehQGzD4OqeDidfvo6u12uzxNez4znoX9uzSUR1DZPK4bRjWnFYwMwFv29HCkgU5BEMJWlpTCaMMA5YuzKOo0IPLaRCJmsPXGxy5lFbmUzAtnzc2t9Nzk6LFkcP0SB2O7AC+OeaQ8UXzc3jh5fqM2xix3Fxisypxu234fQ4cLjs6J49wTh6vbG4gFM6cFBsLw7HqGGXFHmrrQ0QLC0hmBTA6OgFIBAYeVtyXy2mQn+di4dwcXC5ZUkoIIcSpTYJaIcSUEE5E+PORR3uD2FA8SN9Itarz8IB1Q4k+yXE0+GxuwjpKQieZHtKUXpBLU32EeEuM8Oocaou7eOX1u7mqPoJDm6GMAgrbWrioDTyFJRmBq1IKe+FMYke2jPEd6tQQ5mSc0PYn8K9+v6xxexw8bjtnrchnf1UHzS1RorEkNXVBPG4bM6cHsNsUcWs4cFmxl/JSL8caQr0BLUBuvo/SxUUA+H3B3iVy/D4HpZdclvF/IOB3MKsywIGqzt59xoLZ6EiCF19pYMWSPDrShgx3B/tkeUpTWx/C7TKYPquYgzd+EM+u3cRzckj6fSN672UlXhbOyxlRWSGEEGKqk6BWCDElBOPB3oAW4FDX4YxtgBj9lzEBMpJELehKsLIjwXZ/nKNugzanQdQAe7aDko9MA+Bgfi77Og+wKJzAYVXt2+8aPbqNyMFX0PEYJKIYvrx+yaiOR7K7ma5X7sd/7vtlXdHjkJ/nJhbXNLc09+4LNXXS8fpWVsycRo0tG7fLxtxZZg+o05GZCTk3x9X7fNWyfPYd6kBrmDMzMOC/y5yZWXQH47S2Rygq8HC0xhyynkhqduxto6zES9VRcz52caEbv8/RGwQHfDYSWhG0MhyHI0lq64PEs7LoPOfs1DkqA+xPC5wddjPjco+iQjdzZ4+sR1cIIYQ4FUhQK4SYEnKc2ZR5SqkN1QEQTfZPkjMkrUEpFnQleLTIQbc9FZDUug1q8gup6I5gyyqiaNYKqH6URoc5LXagBV8SrdWZ2201KE/O6No0jKS1DBAkcVWehS1QOK7HP10U5rvJzXHS2hbFaWj0Hb+irr4B5bAz/4e34p2Xyjidl+uikBaauhT2aDclS1LrG7tcNpYs6L9MTjqbTXHGsnzAHJJeeyzYmxzKZigWzc+hIN9FMglFBW4MQ1E5zY9hKBwOg86uGM+/XN97PLs983/fjGk+AoHMJaxicc2MaX4UZqAsGY6FEEKcbiSoFUJMCYYyyHIGeoPa0faKupJQEE1Q7zIyAloAt+Fi2rJrCTj8AHi1ZlH2Ahrrd/BijsG0sDnn1mWd0ggUkexs6HeOeDzM+A4WVsTqdprHbj5C4IKPSnbkMbDZFOeuKiQUTlD94z/x0jMbSCSTzJ1eSuGru/AuSAW13Y3NtD/1V3rCxoPBw6y48T29rze3RujujlFU4MHtHvpfWynFiiV57NzThmEoli0yA+KiAk9GufQ5rwG/g7mzsjh0uBOPx86ieTns2NNKMJigqNDF4vm5JJMar8dGMJQavpyb7aSsRDIbCyGEOD3JtyMhxJSRvvYsgEKNOLiN2BS1boM5IY1NQyItrn1z+aW9AS2YwUiWI0C100k0GaMsEseZdpqBAloAWyw84H5z8PJYhian6uhoEB0Lo2z+IcqLwSil8HrsbLz3b7R2mMN/t+05xIr5w68LXHW0i5q6bgxD0dpmDnl3uTq44JxinM6hA9viQg/FhZ4hy/Q1d1ZW73DobTtaaLfm4dYeCzFvVhyPx87qs4rYtKWJjs4YxYVuSopGdw4hhBDiVCJBrRBiyvDYMr+4j6q3Vmsua46jgYRKDek8v/BcZgdmsm1/K3XNIdauKKYxXsfLTZvAgA6vQXbcxpkdgyT1sbsgHhn4NcBeOBtb0RwiOx4feVsHYPgLUK6RJQkSg4sEUzce4okknsUzM173FeYz69ILqHpuA+7sLIovWMOWPW39jxNJ0tYR7dfrOp601tTUR9O2IRJL4vGAy2ljzTnFJJMaw5A510IIIU5vA00VE0KIk05btJ1trW+MrbLW+BMwLazp6DP0OEmSXz92gFUfe4wrv7yOy77wNMFYZpAaMQDV59elYcfw5gwZ0GJz4lv5dgw9eJbbkXIvWCsJo8bB6ts+gmE3e1fP+bcbcXj7zz+ddemFvOmbX+a8L34KIytvwOMYyhwqPJEeXtfFIy/GiVn5z7KzXWT3mU8rAa0QQgghPbVCiClCDbbQ7IgqK+bmLaStZQf+eAJPQhOyKdzKyRyVw1f+cRBtdfq+tL2JSPMqZngrOBysxhfXLO1MgMMHyTjEIyinD1t2CToWhmBbn3MZYA2TNrw5tD/9Q3oPPop3i8uPzZuF4c7CUTgbR970sb9/0WvR+9/CzCtWk4jE8JcPn3irIC+VZCqdy2Wb8IBy35EoNc3wm6fB44TPvc8nNzaEEEKIAUhQK4SYErKdWVxQdB4vNGwYdZIohaIqdIwthQYogxLt5hKdT1btIZxH/8bnz6ngBasTONvnoKLQz9LA2+nsqCX28p9QSQ22boycMpxliwnvfJJ44wHr4KkgFgCdxF40B8OdRfTIFtLnxcYdXuw6ae5LxKG3Bzd9zq3CUb4EZXPgrFiCzV8whk9LDMVTkDPisj1JptraI7y6rYVYzPy3DoUTvLa1mfPOLpqgVsL5yz08vzVEJAZZPhvzK83lhQ5Xd7F7bzvKgHmzsqicHpiwNgghhBBTgQS1Qogp46yCM/DY3TxR+8yQ5Zw48Dv9tERbAXPubWustXex2WMqjLO+Co8Vi15c2sC/vncNbbqeqy4swO9TKKUIHmphx3Nd6CRMm+ug1NVB/NjejHPZCypJdDahwx29+wxPDq7KM4ke2ZxZNhakrWwFObVb+7RYZzyP1ZgRdqxuJ/41H8ZwSBKgyaSUIjfHzZqzi1j30rHejveOzujQFY/TmhVevpNjo7ohzqqFbrJ8NmLxJDv3tJltSMLOve0kNcyaIYHtqUwp5QLeA7wdOAMosV6qB14FHgAe1lr3W6xbKfV14D+tzVKt9bEJb7AQU4BSah1w0Rir52qt28avNUNTSt0DfAg4rLWuPFHnnUpkTq0QYkpZnL2QZblLcBvuQYckR4n1BrSDsqXmJtp8ubzrnYq5F+5jDxt48PDDJHSCfY8929sJe3R/jGTZIlrCTZmHyZuOZ96FGfsMTwDD5UU5fRnhasLhIeob+VqzOhZGhzqGLyhOCI/HTnnasjmlJ2AJnQWVLi4920duwJwHrOg/mr2uPjjh7RCTRyn1HuAQ8BvgHUAl4LZ+ZgDXAQ8Cm5RSiyepmUIIMamkp1YIMaUopbi0dC1ris7lR3t+MebjPJmjOaPDoNxbRtGit7D76D96X2sIN9ISbsXmdPbuszkcbPRGCLnDXBTs7fQlVv0GrtXvxz3vImKN+7Fll+KcthydTJCMdBNPBIgWFaFtdroK5+Fv3DOqdibDXdiyisf8PsX4Wrool2Jr+Zyigv5Jpkaq9eBhOmvrKVgwB2/BwMmoBmK3Gyycl8W+/Q0olSSRdJAVkKzYpyql1LeBL1mbQeB+4EngCGbHxELM3psLgBXA80qpN2mtt57wxgoxta0cZfnOCWmFGDMJaoUQU5LLcFHoKqAxYvac2rETp9/IuwxOHEQx1/zstCuey7NzVn4FJe4AgUPdHKswyzk646gtR1n87rex689/JxlPMO+qS1kX384Rr40VHQlyrFMlu5uJBzsJ5q8gZ8YZqUQ+Cmy+HMLNRVDjIp7jx9d6BH987wAtG1y86SCOotmjqiMmjlJq1OvO9tWwfTev/+4h0HDwqec593MfxZ2TPfID6DAOu5l1226LMXNa2XG1R5yclFKfIxXQvgG8TWtd1afYS8AvrbJ3ArnAn5VSS7TW0oUvxAjJjaCpT4JaIcSUpJTinZXX8EbrDhI6wSuNrw5bpyeg7T0GitmBWQCsPJCFfq2KSLadaetbcX3OQWBaGed+9mO95Vd0GFR311LjMsiJm+OSWyjh83eEqG/pYslsJ9/8ZCFOhxnYeldcQ+zFx4hFAzgTBrbozqEnfbizIRmDaIieebZGYOISEYnJ0bz3QO806ng4TNvhakpGEdQGg32WnIrG8OMazyaKSaaUmgncbm3uBy7TWtcPVl5r/T2l1Hzgk8BM4LPA/054Q4UQ4iQhQa0QYsry2NycXbCKnW17SJIctrxCkeUI0B7rIMsR4KryKyjxmkN7S977Zpb8+2FCz1WTc8mZ+M/pPzVtlj2PD2efT6jEj6urE+Jhntoym/oWM8jYfiDKS6+HWLvKnGtZ//Nf0/KXgwDkva0U35KB52BG8dKtiig/+0ocbhfx5sPE6vdhBApxViwb02cjJkd3d5imlk78Pg/5ef4By+RUTqdm41YADIeDrPLSUZ2jpDiHxqZOtNZ4PU6ysySR2CnoK9B7p+KLQwW0aW4DbsSca/sJpdTtWo96PTEhhJiSJKgVQkxpkUSUFxo2DFnGwKDSP51FOQuYG5hNKBHGY3NnrPlpzwkw664vDHqMREc9XZsehEQMr8ON85wbMLzZBPZ3AKmeM5/HPGYyGqbtqcO9+1sercO7aBa2nBJc088g1rifRHsD3TqHTqOMgpnTcbjN77D2/BnY82eM5eMQkygUivLa1kMkEuYNlsULKygq7N8DW3rGUmxOB5219RQunjeqObUA+XkBzlo1m1AoSk62F7vdNi7tF6Nz2+1P+IHFQABzft2Ob3zl8q7jPa6V6fgGa3M38OhI6mmtG5VS/wskgHWjPOebrHOuwcys7AFagZ3AI8DPtNahPnUqMRNYAXxVa307A0jL2hrRWo99Iro4LeVtWN3vOmtZveG4r7PxpJTquXn0Lszr5Wbg/cB8zPFZe4DfAXdrrQdNm6+UWgt8HnN+bwFwEDNB3PdG2I55wL8AlwLTMX8XHAIeA76nta4bzfuaaiSoFUJMac2RFrriQ/99S5Lk7IJVlHnNHjGvffQ9W7H6fZAwhy/rWJhY0yFc01dwzVo/R47F2Hc0xprlHs5aZB1baWx+G8lucy1aw2szs0vFozjLFuIsW4jWGk8kQrHDgWGTwGSq6+gM9Qa0AC2t3QMGtQBFSxZQtGTBmM/l87rweWXI8WS47fYnFgO3AB8A0rvju267/Yn7gLu/8ZXLdxzHKc4HerJ/PT6a3lat9TdGcyIrgP4t8M4BXi6yftYCH1FKrdVat4zm+EKMVd6G1YNeZ3kbVt8H3N2yesPxXGcTwQc8B5zXZ/8q6+c9SqlLtNbd6S8q8w77nZjTBtItBr4NvA2oHerE1rz6bwOOPi8ttX5uUUp9UGv95xG/mylGlvQRQkxpea4cvLahl1Yp8RRT5D6+ualtyaze50kNW2rMHlm30+BfP5jPz79WwoeuSgUwhsND8cfX4J7txTXDTcG7S1BKYQTM4c46meTIltfZ/+Ir7H9pI5GubsTJr6s7TENjO7FY/6RkWQEPNlvqz2pujmQlPtXcdvsTn8dM2vQpMr9oY21/CnjDKjdWy9Oev3QcxxmJ75AKaP+KuRbuecAVwL8CPWvaLgX+bYLbIgQAeRtWj+g6s8qdTP4P8/p5EvO6Ohf4CKkRDecAXxyg3tdIBbQ7gA9adW8AtmCOoBjoxhMASqmPYwbFDqAZc/rCGuBi4H8wM6f7gD8qpS4b87s7yUlPrRBiSnPb3Fw/8zp2te+hM9bF9radGa/Py5rDFWWXYjdG3hOqtSau4ziM1A3Ppw4HeOrvWZwzLcqT+92ULYhy7uqB63c1VrN9Zw0R+xxKbp5BZaGT2LFdGIECPHMvMMu0tBJsbQMgEY3SfLSasoXzB21TOBLDbjNkqOkkamruZPuOI2jA7XZw5srZOBypfw+Px8kZK2bS3NyJ3+8mPy8weY0V484KVO8YQVEF3HHb7U/wja9cfucYTpU+9+DoGOqPiFKqCDOxFMDvtdbv61PkcaXUvZhDoHOAaxj4C7kQ48YKVEd8neVtWE3L6g1juc4yD6bUilEUP6S1bh9gfzHwY631zWn7XlFKPY55HfkxhyX/V9p5y4CvWpuvAmvTenJfUUo9BPwDeNMg7S4g9XkdAS7QWh9JK7JOKfUgZg9yNvBrpdSsoYZBT1US1AohprwcZzarC88moRPEkjH2dx7EoezMyZrNxSUXYDdG/quuKdzMQ0cepTvezeKchby57BIAls/J5aM7/Ny3zRxe+ou3Z86DjLdWkwx14CicxcE9VYRULgC13XaKZxSTc3ZmwiebPbNNdkffEUMpu/fWUnesFcNQLFk0TYKlSVJ3rLUnaTHhcIz2jiAF+Zn/Fn6fG79Ppg2eaqwhx98dZbXv3nb7E0+MYShyes9U8yjrjsYSzDl7lcC3Biqgta5XSq3DDGjLJ7AtQvQMOR71dZa3YfUT4zAUecsoyl6LOXe2ryBmL2kGrXWNUuoJ4B3AHKWUW2sdtl6+HugZbnZz36HJWuuIUuom4AAw0F3tj5KarnBzn4C25xjblFL/BtyNeR2/E3PN61OKBLVCiFOGTdm4suLNo663s203m5o347f7MVB0x82/KTvadlHuKWVJ7iKWzsrhsf93MY88f5SVc/O48S2zeutHjm4jvOtpAMKeHFBz+pxB0Zc3J5uiObNor6vH5fdRUDlwYqhQKErdsVYAkklN1eFGCWoxe9NDoSgOhz2jt3QitbWn5stqwOMZ/EbEQDo6o1Qd6cLptDFnVgC7TWYATSG3MNCFPDSFmTDmllHWS6Q9d46y7ohprZ8B5iulDK31UOnje4YgyyRuMdFO5HU2EV7VWncM8tqhtOc+oCeo7fnSckhrvWmgilrrw0qp9ZjDifu6xHo8htmjO5jfYA5RdmImkpKgVgghTiUdsU4er30ajaY50kLAnjl9Z1PzZpbkLgLg4pXFXLyyuN8xIgdS2Zd1qI2Z83PpPhwirF2UZGlyCvIHPHf+jGnkz5g2ZPtsdgOlFD25Yk5UAHcy01rzxo4jNLd0YbMZLF08vd/81YOHO6k9FiQr4GDx/FxsttF+T+ovFncSiycwVIJE0onbNfJ4Ix5PsnFzE9GYGTtEogmWLx5d1mMxOawsxx8YY/UP3nb7E18eZVbk9GRMA//yGEc9Aa2VrKYMmIOZtXU55vzAnjm+x38RCTEIK8vxmK+zvA2rv3w8WZG11uPx/7tfL2ma9B7Y9PirZ97R68McezMDB7ULrcfXhkoqp7XuVkrtBFYAi4Y515QkQa0Q4pTSHu1AAVnOrGHLAkQTUTSpvwN+h5/OtGzKapjvcTqZQEeDGft8pbNZPcOL1jpj2aCxcDrsLF5YQdWRRpwOO/PmlB3X8U4FnZ0hmlvMf6NEIsnR6qaMoLalNcLufeZ0p47OGG6XjXmzB85CPBozKwPs2pskAUyv8GUkhRpOJJrsDWgBOrtix90eccIspn+ympHyY36B3DiKOgfSnk/4Ba+UuhxzGZCLGPh9JpGAVky8E32dTYShMj6mB5zp11Oh9ThcZvHB1qruufHVMEx9gEbrMXcEZaccCWqFEKeMjU2v8kLDywCsKVrN2QWrhq1T4M5ncfYCdrTvxmk4uaBoNQ3hJtbXv4jdsLO2ZM2gdRt/9zhtjz9HwbvzMJxmgGN48zCc5vSY4w1oexQWZFFYMLIg/XTgcNhRpL4hOJ2Zf8oi0UTGdnoweTxmTg9QVOAmkdBkBUY3KtTrsZGX46SlzczNUVEqmZGnkOMd7z/a+ulDEC8Afj/SitZ6s5cBTwEvps3bG6z8HZjrYvZIAvsw16d9DXgWM7HNp0bahgHIOHsxEif6OjtZjHTJrv4p902j+aLRM9RrxMuETSUS1AohThkbGlPfBV9u3DSioBbgzeWXsqZ4NU7DicNwUOErZ3neEgyMQQPT8MFa6n/+KL4Vgd6AFsCWP/Rw4h6JzkZCu58BrXHPuwh7TumI6gkzy/DCBeVU17TgdjuYPbMk4/WiAg852U7a2qM4nQaV08Z6878/n3d082h7KKU464xCmprDuJw2crInbKqkGH+dJ7j+G0AdUEpqvtxIvQ9zCZGvAJdjLi0yIKXUtaQC2peBrwPPa62Dfcp9fJBDDNbz1NdUDTbEiXWir7OTRT0wi1SP7WAG611twfxdMVx9GHmv8JQkQa0Q4pTht/toj5k5GvyO0fWE+eyZ5W1q6Lmr2lqnNHosgk5qlGF+p7PnVozofMFtfyMZbLWeP0rWRZ8YVXtPd8VFORQX5Qz4ms2mOHdVIaFwApfLOGkSMtkMRXGhZ7KbIUZvB9DF2IZGdmH2eo6Y1jqplLof+AIwTyl1idb66eHqKaVyMdeZBTNr8rphqnzMemwFLtdaDxYUDHanLr3naKiU3yP7pShOdyf0OjuJ7MIMas9QSqkh5sUuHWT/DsygdtVQ9ZVSAVLzb/cdT4NPVifHX3ohhBgHb5v2Vmb4pjHDN42rK94yoefyzJ9O3jUXEquP0fJYB7bseXiWvhVnyeBrzaZLn4eroyGGyO8gxsAwFD6v/aQJaMXUZSV5um+M1e8dZZKoHt8HetaR/KH1hXQ43yUVEHxfaz3cxO3Z1uOBwQJapVQFcH7adnpnSFva8+mD1C/ATEwjxJCsJE9jvs6OJ0nUJHvUeizDzErcj1Iqj1SW5L6esh5LgaG++HyQVGfmM6Ns45Qgf+2FEKeMQncB1814O9fNeDuF7oIJP1/Z597DosfvZNb3/wv/OVfhLF0w4rquOefTM2LPPec8ojFNS3uMZFKCWyFOQncz+nloGvjRWE6mtT4KfMPaXAg8bgWY/SilbEqpbwMftnbtBe4YwWmarMfFAx3b+iL9ezKX8ukdN2+tp1llbV6jlMpIDW8FwHcjowLFyJ3Q6+wk8SCpBE4/UkoVpb+olDKAnwCDDfP5FRCynt+tlOq3nrRSahmptahrgT8db6NPRvKLRgghjoPhHP0cy+Z9B9nxwDqS8QTzrlxLyL+M399XQyiimVHu4vqrisZlCRohxPj4xlcu33Hb7U98gZEFiz2+8I2vXL7jOE77v8Ay4N3AamCPUuq3wD+BasALnIk5h7ZnWGEjcJ0VcA7nz5hL9niAdUqp2zGHMgas832c/tmXs4D0Obe/B74K5ADPKaW+hTm0cQ7waeAc4CDm8EohhtSyesOOvA2rR32dtazecDzXGQBKqRWjrNKota453vNqrduUUrdi9lLPAV5TSv03sBUoBz4LXIh53XkHqN+olPoc8FOgEtiilPoO8CJmnHcZ8DnMtXE1cOMIfz9MORLUCiHECbb74ceIdpl/U3b/5WmKLmjgxoo9dMa9/L32fA7XZDFrusy9FOJk8o2vXH7nbbc/AeYw36HuOmnMgPbO4zmfNbf2vZg9r/+K+YX249bPQF4BPqC1Hul8ubuAqzGX8pkN/HyAMgcxe4L+29peABxLe/12zCGTZ2Gut3lvn/p/wewVGuuwUnGaaVm94c68DathhNdZy+oNx3WdpdkyyvLfxwwWj5vW+rfWnPjvY85B/0mfIm8ADwO3DVL/Z0opH/BtzGRQ/zdAsTbgg1rrQZPHTXUy/FgIISaVpoJdGEqT7ejm7PwdeD1DJ6kSQkwOK1Bdijncse8cvi5r/9LjDWh7aK2TWuv/AOZhfqF9DnM9yigQxhz++wfgbcB5owho0VpHMDMkfwnYjLnGZhyzt3c95hf25ZhDQiNWtXf1OUYHsAYzi/Kr1jHaMXuJPqy1vobBlyIRYkBWoDrsdTaOAe2k01r/EFgJ3I95XUcw16z+X8yRE0Nmd9Za3wksAX6MOVoihJkE7jXg34EFWuu/TlDzTwrqdExOopSqLi8vL6+urp7spgghTkPN+w6x44G/kIzHmXfF+fg6NvS+1umZTcUFb5/E1gkxNVRUVFBTU1OjtZ6U7Lq33f6EH1iEOVy3E9g5xqRQQohB5G1Y3e86m8JJocQEkqBWCCEmQaSzi+76RvylxSSPbSNyeDOGJxvfiqsxPNmT3TwhTnqTHdQKIYQ4ecicWiGEGEIiFqd6w6u0JNuprozjcnpYU3QuXnu/fA0j1t3YzKs//g2xYAhnwMdZN3+Y7Nmrx7HVQgghhBCnD5lTK4QQQ9j10N/Y+9jTPO/fw77gIba37eSxmrHnWdBaU7dtB7GgmYE/2tlN444949VcIYQQQojTjgS1QggxhLaqoyQcEPemfl22RdvHdKxgMMKGjfs46sxHLV/Vu99bkHvc7RRCCCGEOF3J8GMhhBhCwYI5hF/eTPahKO0znQAsy10ypmNVHWkkEokBYJRPI2BLUjKjhIIFc8etvUIIIYQQpxsJaoUQYgjz33YFOTOnsyASIVlegMflpdBdMGSdSCRGU3MnbreT/Dx/737DyBwcM+8tF5MVkPVohRBCCCGOhwS1QggxBGUoSpYvHnH5eDzBa1sP9fbIzptTSnlZHgCzKosIhaMEgxHKSnPHJaBt2LaP5770AwAu+vZnKFox77iPKYQQQggxlUhQK4QQ46irO9wb0AI0t3T2BrVOp52VyyrH9Xx/e8/XaD9UC8Bf3/01PrL3j+N6fCGEEEKIk50kihJCiAEkEkmi0fio63k9Lux2W+92dtbYl/4ZiWBDa9rzlgk9lxBCCCHEyUh6aoUQIk1bezc7d1cTiZgBbVlpLvPnlo24vtNp54wVM6mvb8PjcVJSnDNBLTWd++8f5vl/+zEAq2/7yISeSwghhBDiZKS01pPdhhNOKVVdXl5eXl1dPdlNEUKcZDa8spdw2vBhgHPOmoPX45qkFg2vq6YRrTWBiqLJbooQJ0xFRQU1NTU1WuuKyW6LEEKIySU9tUIIkSaRTPbbZ7fZBih58vCXF052E4QQQgghJo3MqRVCiDRzZ5eilALMocSLFlTgdI78/l8wFKG9PcjpOApGCCGEEGIySE+tEEKkKS7KprAgC9D91pUdzrH6NnbtqQEgL8/PssXTewNkMfE6uyI47AZutwOAg1XNPP38flpaQ+Tnern6ioUUFwYmuZVCCCGEGG8S1AohRB+GoYDRB6PVtanswy0tXYRCUbzek3cu7lTW1h7ir4/vojsY5eI1szlQ1czLrx7Bbjd499uXUVGWzW//uJl4QjNzbi4er51HH9/Jx95/zmQ3XQghhBDjTIJaIYQYJx63k87OEAA2m4HDIb9iJ4LWmj//bTtVR83ljP7w8FYSCXO4dzye5JnnD3DtlYuJJzTLzyph4TIzgVawK0pSawzpPRdCCCFOKfKNSwghxsm8uaXY7QbRaJxpFfk4HCd3gqmT0RPr9rLl9RoK8/28+5pl+H2ZPd3xeJLfPPAqh4+29e7rCWgBbIbC41Js2FRFYYGPohJ/72tev5NYIoHLLn/6hBBCiFOJ/GUXQohx4rDbRrWmrchUdbSVF16uAqA72Mq6Fw9y1eULM8rs3t+QEdCm83ocLF+Uj9tlI5nUHE3ECXfFoAi6u6Ls3NrAM80HeMfVSykrziIajbPupYN0dUU498wZlJVkTfA7FEIIIcREkKBWCCHESSGRyFxOKR7vv7yS29X/z5bPbScYibNoXgFul5ncyzAUxYVenn/2MGvi03nxhSP0JKT+ya9f5twzp1Fd20F1bTsAu/c18vlPXYDHSjIlhBBCiKlDlvQRQkwZrY+/wrGfPExw9+HJboqYALNm5LF8cSkAebleLjpvZr8y3cFYxnZlSYCPXb2Yt6+ZxfbdDSSTqaHIwVAcgBeeTwW0PV5+9WhvQAsQjsTp7IqM11sRQgghxAkkQa0QYkpo+cvz1PzvvTT94SkOffZOIjWNk90kMc6UUlx39VJu++KlfO4Ta8jN8fa+FgxFiUbjdHaFM+rMKAngdNiYNy0HBby+q5n6xiCHjnRQdbRzxOeeXpFDfp53+IJCnABKqXVKKT3Gn5wBjleplLpDKfWGUqpTKRVSSh1QSv1SKbX0ONuRUEp1K6UOKaUeVUp9QJ3Ga5kppQyl1L8qpXZan0urUmqHUqo4rUyhUuobSqnXlFLtSqmIUuqIUur3Sqk1k9n+04lS6sa0/8c3jvOxe47bpZSaPsI6X0yrVzme7TkdyPBjIcSUENx5qPe5jsSIHKzBVV44iS0aH4lgmPqfPkKsoZX86y7Gf+aCcT1+Mhaj9eWtRFvbcJcUkXPmUtQo19890ez2zPY99dw+1m84hN1uUJjn693vddtZVJlHdzjGy9uPEY4kCEUStLaPrsd19ZnTuWztPGwn+ecixFgopd4D/Aroe9dmlvVzo1Lqi1rrO8d4CsM6dqX1c7V1zCu11uEh6p2q7gT+JW3bi/l9uwFAKbUW+BOQ36feNOB64Hql1B1a6y9MeEvFieAD7gLeNtkNOdVJUCuEmBIC5y2l7YmNoDW23ACeRf2Hpk5Fx+5+iNa/vwRA1+Y9zP/9N7DnDZ6wqKGxnc6uMAX5AbKzhu9Z7D5whGizufRNuLaeUE0h3mlTJ5lVdzDK+g3mDY14PEldQ6r3NZFIsvdoGxt31dPZZ1jyUFxOG5Foond72eLSfoG0ECeRlaMs33uRWL1+v8X8vtcGfBd4DkgAq4EvAcXAHUqpWq31A2Noh4EZoK0BbrGevwkzuPvUKNs+pSmlsjA/A4AqzM/3KODSWmul1FzgUSAAhIEfAv8EuoEVwL9i3mi4VSnVoLX+vxP6BsREuVopdZ3W+qHJbsipTIJaIcSUkH3RSuw/+DyRqjr85yzGkZ892U0aF9G6pt7nOhIj1tw+aFB7rL6NXXtqAKiububMVbPxeV0Dlp3KYvEEDruNxuZuFBq73RgwaVQkluTp16pHffw5M/PZsacBAKUGTkglxMlCa731OKrfgfldrx04V2u9J+21l5RSDwIvA2XAd5VSD2uto2Nsx5NKqV8Br2AGyh9VSn1Ta117HO2fauYCPWu5fUtr/ac+r38LM6CNAZdrrZ9Pe+0VpdQDwPPAEuA2pdSvtdYNE91ocUJ8Xyn1pNa6Y7IbcqqSoFYIMWX4ls7Gt3T2uB83GYuT7AwO2UM6UfLefiHd2/ZDIonvjHm4Zw7ei9reEex9ntSazs7QsEGtb/Z0ok0tRFvacZcU4ikvGbe2j7dwOMa9D26murYdn9dJdzCKYShWLCll/6Fm7DaDlrZQv3qGAckRxqUej4PysuzeoFZr2L67nmkVOaDNrMlCnAqUUvOBs6zN2/sEtABorY8qpW4DfgGUAxcCT431nFrrw0qp/8bsgbQD78Acenm68KU9r0p/werFfbu1+as+AS0AWus2pdTnMP8NvJhDVn8xIS0VJ0oUcGJeX98CPjO5zTl1SVArhDithQ/VUvWFHxJv6SBw/jKmf+NjKNuJG4qafdFKPPf9J/GWDjwLZqDstkHL5ucFqK0zhxLb7QY52ZnDj/dVhQhHkiyY5cHhsJa2cTjIX3NWv2OdjF7dVtObkbg7aHYWJZOaza+bHT2DDREeaUALEArF2LU3s+MjHo/zP3c+QzKhuerNCzljWfkYWi/ESee8tOd/H6LcM2nPl3AcQa1lXdrz8b8LeXJL/yUV7/PaKszgBob+9+gZHm7D/PcQU9uDwAXADOBmpdS9WutNk9ymU5IEtUKIU1a4swvDZsPp9fR7rTsYobMzRPDPzxFvMUcDdb74Ot1b9+JfNb7JmobjLCvAWVYwbLmC/ABnrJhJV1eYvFw/brf5/SjW0cXTT1azud4McrfscPKBa4uZaglIHcPMax2vYcJHa9qx2RSJhLnOz5Y36nqXAvrb47tYsaRMemzFsJ5dv8MPLMYcTtoJ7Lj4wsVdk9uqDDuA/wEqgJGugzYe8xnS78w5BypgZWj+BPBmYCGQB0SAY5jDb+/WWm8eou5nMBNSLQQcQCOwEbgf+LPWfRfx6q3rwpzz+j6rbhLYDvwc+DXwY6tdz2mt16bV+zrwn5if6RnA/wEfADyYPbI2YH6f0z2b9jt4JlALfAPz32PXQO1Lb6r1eOrNLxmlO3be1e86u3XRpyf0OrMyD/dkpzwL2AncCrwL80ZNHHgD8//MPVrrof44dQOfBv6KedPjp0qps7TWiSHqiDGQoFYIMeUkgmE6ntuCPSdAYPXAN7Jrd+6hve4YACXz55JbkRrW29EZYsu2QySTGuOMxWRv2I69qQ0Am//kXdYlGYmSneXtlyCqdeM2DjQXkW2PsNzfTDyk6GjNInuAJWqCR2rp2n0A5XSQe84K7B73CWn7tl1d7NwXpLjQwUVn52Cz9Q8aVy2v4PDRVvYfaiIcGfjvfWG+j8bm7uNuT09AC2SsbWvYVOrrpBADeHb9jsWYgdEHAH/aS13Prt9xH3D3xRcu3jEpjUujtd6IGegN54K056OfpN7f+WnP9/V9USl1CWb235w+LzkxA5e5wIeVUp/QWv+8T93ZmD3LfZdIqbB+3gH8Uyl1bd/My0qpXOBxUkOye5xr/VwNNA/35oB7gfekbS/C7J3uG9RmsIZ//+cIjn8eqR7f8fj3mJLu2HnXoNfZHTvvug+4+9ZFnz4R11kJZrK1vv++a6yft1lJoAYNUrXWf1NK/Rnz/+dK4LOY893FOJJ0j0KIKUXHExz63Pep+b/fcvirP6bhnv6juBKxWG9AC9B8JPN7QVNzZ28gk7TZMC47F+e0Iko+eS2e+eZ3pUQwTLwtdTO4fd1m6u76E52bhrvBPv5ize3su/Gb7Hzz5zn81R8TbW4j0tiMtsbdJkNhChwh3px/lNneDub72olu29bvOPGubto3bycRDBFv66DhL09T98M/cuynj5DoDPYrf7y01tTUtrBhUw1/f7aFQ9VhXt7SycZtA68fa7cbvPua5XzmY2syem0DficlReZ3mrEEtEoNP1fW53Pgdtu5fO08jCnWwy1OnGfX7/g8Zg/Np8j8oo21/SngDavcSU8pZQCfszY1mUORx3K8AuDL1mYCeKTP69Mws//mYC5x8zXM3trzMJezebinKGZinb7rtt2DGdB2AF+36q4GbgBetcpcAXyxz3mVdd6egPYR4CrrvLcCTcA1mAHUUBZiBrRPApcBbwV+gNnzuxL4WFrZj1n7VmL20o5U+lI+T4+i3injjp13jeg6s8pNtF9gBrQPYN74OA9zyaaeLI9vB94/guP8C6nM5P9lXQtiHElPrRBiUulkktCuw9iyvLimFQ9bPtbQSnjvkd7tjue3UXTjlRllDJsNm8NOImZOaXK4M0dwZQUyeyenX/8mcj5xdeqYL73Bka//AqJxCt57Gd5FMzn69V8C0Pzndcz64RfwLp5JOB6jPRzGZbeT4+4/xHm8NP3xGZIGGFleYsFump83O19cxQXknrsSz4xy1sSPkB63xTv6B46xzsyAsO2B9SRbzcA9fKCGym/f0q/O8aipbWHfgWM0tdsxR+lZ5+3sO9UsU8Dv4qYbzmLTlmr8PidvumAO3/zu2Kf5LZhbRH1jJy2t/ZNMAWRnuQmGosRiSZ5Yt5fKabkUFfb9HiVOd1agOpLeFQXc8ez6HVx84eKxrv2aOphSK0ZR/JDWun0U5b9Aaqmeh7TWdaOoC4BSyovZm3Ux8B+kelHv1FpX9Sn+JcwESBHgUq31G2mvbQAeUEr9L/AVzF8ab8bsJesZErrGKvsJrfUf0uq+rJR6GNiEOVT1Q8B/p73+3rS639ZafznttQ1WL9pLmFmgh2JgDkG+Ki1L9GPWY501NLrH/tFmrlZKvZvUeqabtNYvj6b+qcAKVEd8nd2x8y5uXfTp477OhlAMfFlr/e20fRuUUi9g3kgxMIPa3wx1EK11jVLq34HvYwbmd5FKHCbGgQS1QohJo7XmyG2/oPOFbWAoyr/4PnLfet6Qdez52TiKcok1mAmTPIsq+5VRhsG05UtpPHQYm91G0ZzMXCUF+VksXlhBa1MHWYYm25cKchOdQY5+41cQNQOvpt8/Sd51F6UqJzWhvUdwLJhOVVsLSWvqVqytA38S6I7S9coOvMvm4Fs2Z8SfRaIzSLSuCdeMEgyXOQ0tGY2RCIWhyEvW285Bx+Iku1Mj6iL1TSRDYSL1TfTriFQGoaN1JMJhdCKJb+Y0HD4fyXAUw+1ExxO9AS1AeP/4j3Lr7DLbmuOP43ElCEVsuJyKlYvMgDGpNU+u20fVkRbmzirgTRekPq/y0mzKS1PLNjkdNkKJoYPhgShg2aISdu0zBgxqS4sDzJ1dwPqXzOlT0WiCvQcbJagVGawhx98dZbXvPrt+xxPjMBR5yyjKXkuf3tHBKKXeijnnFqAL+Oow5QecpzqIH2EGpn2VYvZwresT0Kb7Q1rd9Kxt6anbD/StpLUOWZmczwP2K6WMtLmOPXfs9mP2Dvete9jKOvzgIG1Kd89gyx4dD6XUGcAvrc0EMCV6+8eTNeR41NfZHTvvemIChyIfBb7Td6fWeotSaivmHOuRJvS6C3M0wJmYw5bfobX+83g19HQnQa0QYtLE6lvMgBYgqWn+83PDBrWGy8HM73+elkefx57tJ++6tQOW82RnMX3FUgAiTS1Eu4MkQhHiXd14KkrI6uqm+at30dzWRXDxTGbe8S8YLifNDz2LDqd9X7HZyFq9jNZHX0TH4mAoGu/7J6GWdpJvOxsAe3M7oeoGYt1hEk3ttP9+PcQTlH35A+S95Vzz7YWjBHdV4SzNx1mSn9HWcFUdhz77PRLtXbgqS5j1wy8Qbmii443d1ps2I1blsGP4Uj2eyunAcDpJhAbogUwmaXst9Z0xXNdA4cWr0Yea6W5uJdkdxllZQrTKHKbtO2fhkJ/7WBQWZFFf34bdBqsWRpkxfRoF+S58HjOPzJbXa3jxlSoAauo6KCr009DYxYZNh8nJ9vDed6wgL9ecF3zWqrk8v2E/OhnH5TSIxhIMnAoGbDbFmrMr0cDCeUVmgFyWzY7d9RlzaRfPL+Zd1yxj/8GmjPqlxSd+aSdx0ruF0c+2VsDNpAKqk4ZSai3wR1LfA2/RWu8/zsMewJxb+jNrPm8/Wut3WecfavrbsbTn6cNsDpDKCvwLpdTNWusX+xz/z0BGkKCUygPOsTZ/r7Ue7O7Yw0ALZtKqobw6zOujppRajNnj23M37Rt939tp4mS8zp4dIhHUIcygdkR3QbXWSaXUJzDnutuAH1hr1w48J0eMigS1QohJY8vyYfg8JLvNoGwkGYABnKX5lHzimhGVbd+6k2BVZi9k94EjJPbVk7DmzIZ2HKLzlZ1kX7iCeJ+5pfnvuAj/mQuY/dN/5chtvyBa3UC8pYO2+x7HNiMfvXw28dwAXfnZ2DqDBLYfwF6UTby2hdrv/A7PnHJcFUUc/PR3CR+oQTkdzPjfT2ZkWG79+0sk2s22RKqO0f7CNiKxgeeOZp+xmHh3kGQ0in9OJTvue4xtP/4T/rwAZ9z4ZuxeFyT7R3vx9k6S0SjlX/kgwTcOYHhcdFZVEdp2EOw27LNK0MkkOhqn48XXsQW8BM5eNKLPeDAF+QFWnTGL7u4Iubk+XE5HxuudXZGM7d17G3h9p/l9tr6xi9/9aQsulx2vv4Ajxxy4/LNxGCFi4ZpBA1qAvBwPm7ZWU1ocoKU1SM2xDhbMKeRfPnY+L206gtNhcM6q6b3D0OfNLuTd1yzj0OEWZlfmM7syf/CDi9OOleV4uLmWg/ngs+t3fPl4siJrrcd1krdS6jLM3tyeTHLf1FrfO4KqK9Oe2zCHZd4EXGftew34V611y3AH6gkSlFI+YBZmcqjFmMveXJhW1Eir06iUug+4EVgGvKCUqgX+af08McjQ60WkMjIPmFHZOn7c6nl70zDNH8382GFZw8ufAHrmD98LfHM8zzEVWFmOx3yd3bHzri9PUFbkI0O81vOHesTxlNZ6s1Lqh5hz2XvWrv2XMbdO9JKgVggxaWxeN5XfvpnG+5/Anh2g+BODTy9JRmIYLsegrw9Ea03wcE3//bEYuDJ//dlzA0SPNdP6z9QUJt+KuZR88loA3LPKSYYzg7Dsw80EF8wgah0rEfAS87hJtluBcSJJ04NPk3PpWYQPmO3Q0Ritf3+pN6iNtXWgSgIErj6b7vU7SLZ3k0zEMRx2khGzx9hwOnEW5ePMy8budOPMycaRn03j6/t48lP/B1rTAPgqill44WKU19273m2ioxvD70GHo9T/4znsAS85q5biyMmi81AVzjml1oeSpG3bbpp//CjhvUcBKLrxrf3mK49WwO8h4B94vvHKpeVs3lZDW0eY3GwPO/bUZ7zekxTK4Qlgc5j/9t1dzSTjA3e0zJqRS2d3lMYms96BqtR36w2vHmF6RQ5XXjbwck1LFpSwZEHJgK+J095iRtgTMwA/ZlA1kizEE04pdT3m3L+epXa+q7W+bSR1B5kf+g+l1H9gLlXzbmCJUuq8oeb1WlmIb8VMuDR3gCJDLY9ys/X4IcweujLMwPomIKaUehr4odb6H2l10pM1DJfduGGY1yGV7Oe4WT3mfwF6hoc8ANw02JJEp7iT9TobKjthz7/TaG88/QfwTsyM3bdYa9eO+wiA040EtUKISeVdPIsZ3/rkoK9H65qp+tJdRKsbyLr4DKb9x4dRxsgStyulsPu9xPskSCKp6Vr/eu+mvTAH39LZtD25EZ02Z9VZUUTN/91H+GAt2ZefRfa15xOpriey4wixmmbaHn0RnYihrrVWsEgmCf59Y8a8V3tOwBxurBQ93Ys6fJjw1juwV1xC8yvNaBs4Z5diL89HuRzEkhHsAb8Z1BqKrBWL8JQVUfP/fkf7c5uxFWRT/IG30J1Ikt5lGe4MEj9UZw5XdrkI76kldqAOW3E22e+5ENDEO7tp27KDwotXk7VsAW2vvo62jtO9fV9vQAvQvm7LcQe1Q8nOcvPpj51Pe0eYnburefr51FKahqFSGaoTQWwO87uO3W7rme7cT3pAO5BwZPRzcoXAXGZmMuuPC6XUJ4G7SfV+3q61HnIe7Uhorb+plFqG+SV9EWayp7cMFJgppRYCT5GZkKkVcx3Q1zGTRb2GmYxpoHOFMJf7+RZm8qe3Yw7/VJjr1V4BXKGUuktr/RmrWvpaueOx6se4BJxKqbdhzuHtGWL9W+DG03j90lPiOhsJrXWXUuozmEPee9auPXuSmzXlSVArhDipNf3+CaLV5s3zjmc303XFuQTOWTzi+rnnnkHnngMEN+8j9No+4u2dJDqD6M5U4Blv7yLe2ol7dgXKYTfnzgLx1g46XzTnpaoCH95zF+CaX4FzbhndG3YT2bQP/vgcOO04zpxP9HdPw9aDvccNXLSC7EvOpPrbv80IPjtfqSMw7dt07fsDHXvPQ9kc+C9ZgWO6NfosmSTe2mE913S8vgub3U7na7vI+eAlKKedrqPVuJSL8jXLqXlhG65sP2d+8f3EnnyBZDBM9yv7SVqJmhIdITOotuiE2RHiLimk+Mo30bFzH8F9VRgeJ0bAQ7LTHA7es7zReIjHEzQ2deB02snPS333cDpsFOb7sNkg4HfQ2RUD4M0Xz2Xj5mqaW4MEPEHOXx0gElVUVuTx7PN7aGsLkZPj4cChVMdLY1M3hgHWSkc47AYBv4uWthDTynNYulB6YsWYHG/P3KTPl1NKfRH4f2m7vqq1vn0cT/FJzOzCJZgZiz+FmSwqvQ0K+D1mQBvFHGL7e631gT7lKoc7mTX/95vAN61lfy7DXJLnGszg9tNKqYe11s+Q2Ts73ByXEzL3wOoxv4/U9/AfAZ8+TXtoe0z562w0tNaPKKUexcx2fQYyBPm4SVArhDipqT7zMPtuA4T2HaXtny/jKMkn/x1r6d5fRfeho9h9XiJLZ9M2rQDtc6GffwNq+0/3svm97L72K9jys8l/zyXoeALvghm0r0slHbWlBWLKMLBneYkAxBLoe56gdNFcGkMxembkOiqKKHjXJRz63PcyE08BOuGg5aW1hI7OAmJoYnQ+s428Gy8d8DNIhiMkolFcS2agnOavbVuOj8iBOtZ86C04vvd5AhVFuHOzCAY8NP/pCXTcutnvsJN93fmo9KA2FiXa2oEzNwulFI4s870pu42sd55P+PUqfPMrKf7Q+PTSJpNJNm87RHe3OXx7VmURM3oCeEtxYRbLFkaoqw9SVODj3DNncOaKabS2h8jJ9uB02HrLfug9qwCIxRL8/LcbOVaf+i7j9TgJBmO4XDaWLylj7fmz0Vrj9TgyPgMhRmEHZnbgsQyN7MLshZw0SqmPkApok8CntNY/G89zaK2brezBPcvs3G4FlelLBJ0FLLeef1Nrnb7kTroB1++0kkvNBErSkyhprRuB+4H7rYzOPYuXX4G57u7raYdZDjw0yPEV5lzdCaWUuoLMgPZbWut/n+jzTgFT+jobo08DlwA+zCH8v5rc5kxt4zEMQwghJkzhB67Ad8Z8bLkBCq6/FP/KeRmvx1s6OPS579P80DqO3f0QNd/7A5279pMMRwiGQ7TFrIAyEoPFMwY8R6LF7BVNNLfT9NvHCe+rJuuilaneUiCy8yjaGg4bb+mke/12nHPK8SyeScknryVw9iJmfe9zOGeUoIFodQNHvvaTfgFtj2hbZoeAbuvGlptDrLmTmLKB15t6UYEjJ4D/zFSGYq01rtmlqCwnyT2HcOeaU7K8C2ZS8bWPYwuY3wsc0wqwF2Rm801GYjQ/v9FcLghIWo+JrhCGx4XvgsU4F1X0Li10vELhWG9AC9DY3P+GeuX0IvZXdXLwSAcbtx5jz/5GHA4bRQX+jIA2ncNh46b3ncWi+UXk53rJzfHQ1R0lqTWhcJyXXz3CQ399A5/XKQGtGDMrydN9Y6x+7/EkiTpeSqnzgZ9am0nM4a3jGtD20Fo/ADxubQaAb/cpkr622lDLFL0n7Xl658uPMZfkedpKMDWQp0jNyXVb7TqWdr53D5F5+RIy59+OO6XUbDKzTn9NAlqTleRpzNfZBCWJmlBa66NAz5x2P+YIBzFG0lMrhDip2bP9zLxj4FE5OpGk5e8v9mZPBmh/YiPuM2bjXlqJ8phTlXR1I/rffgUhM8D0LJxBaNfhAY8J0P3aboK7q4i3pf5G2ktyUT2LwWoNiSTR/TVU/vBW/EtnkwxFiDa00pXUODAneCXaB5nfaYA9K0YiLbbLWruS+u/8CdXZTbwwl+5PXMv8bAfYwDtzOobTSTwWIdEdJtnejaMsFRTHu7pp/OPTNN37T2w5fspufS/xRnMdX2W3obXuH9Qlk8TaOrB53CRjUTr/8SrRvTUop53A1efgKh5ZJuqRcLscOJ12otZk2KxAKnFUU0s3mzYfJRZPUt/YbTVN8+rWahbMLRrBse1cf+0KAH5yz8u0krm8UU3doPlqhBiNuzGH2I7m7oimzxDcE0kp5QJ+TSrz75e01mMNGkbqs8AbmEOA36+U+klar2r62llXkOpR7WUNy03/Yp9+Z+0x4OOYc1D/C/jiAOe/jlSHTXqm47uBXwDzMZP0/Fef8+ZjriE60X5Fqifyh1rr/xmq8Gloyl1n4+D7wPsxs4uPLhumyCBBrRBi0nRseIO2x17Gd9ZC8q9eM+r61bffS/uTmzL26UiM0IbdRHdXE3jH+RTYnDRvO0gilNZj6nQQWL2E0J4jYDOIN7ZlHMPwuTn0mTshnsCWHyDR3IlzZuoGvj0/CyPLS7Ktm/of/RnHv9/IgU9+m2RnsDegHZoiUmMGjc7pRThK8jFcTpSV0Mre2Ipr2z46iOCeWUystYPEgtmQSGDzuVGGQaIzhM0KDuOdQVp/8xRoTaIzSMOv/4YtL0CipRPf2qUD91LaDOwBP6GaY7S//AbRvT3ZmeMEX9lD2YcHz0Q9WjabwRnLZ1Jb14LTaae83AzIo9E4v/rdJrq6zX+btFxa5Od6BzvcgF7aeJjaYx399i+ab/67JZJJbCNMMCZEXxdfuHjHs+t3fAG4YxTVvnDxhYsHTHg0GtaSL6PRqLWuwfyi3JNdeDvw7AiOdczq2RwTrfUepdQPgC9Yu36olDrTWsLnBaARc+maW5RSTsxEOe2Yw4qvB67uc8j0YSZ/BbZhDiH+glJqPmbP3hHMtWUvIZUd+TCpodBgBvcfw1yv9uvWurD3YM63XQl8FUhPIjDuc1uVUpeQWq6oDvjdCP49WrTWQy0pc0q5ddGnd9yx865RX2e3Lvr0cV9nk0VrnbDWrn0ZGUF7XCSoFUJMis5NOzny1Z8A0LF+K4mObopuePOojtHx3NbUhqEw/B6SHeas1kRrF8GnthF9ZR+5S2dndBGEtu0HoOSW62j5y/MZx8y+9Ew6X90FVgbjRHMn3lXzzKRLVlyb6Aj2JlNKdIWo/tZvSFrr247o9nLaOrLRIw1EjzSg+gz1LTBiuGb2LLej6d5fhbMgl2hTK4bHSfdzb2ArzcVRlo89z5eRiEonkpR86XqaH3waw+tiQBoan3oBbIY5Tzk9ogxGsfsHG903Nh6Pk9mzMhM1dXRFegNagLwcL0WFfnJzPFxywRwaGrt4ZfMR/D4Xa86txGEfeBgywAuvHMrYvvbKxbicdirKsrn7ly9R39jFonlFvOuaZRLcijG5+MLFdz67fgfAdxn6UteYAe2d43TqoYbqDuT7mGtg3pS2bwlDrNGa5r+Ar4/yfH19A7gBM2nUSsze1Z9orUPW/N6HMHukPm799HUHsBYzeU7vGlzWl//rMIcYVwJXWT99HQHeqrUOp9VNKqXeDjyNuXTMu6yfdPcAqzF7cyOMv/R/j1LMIGY4v8Fcl/e0ceuiT995x867YITX2a2LPj1e19mk0VpvUkr9CHOOrRgj+csuhJgU7U9lLsnWsW6039vAsyB1Y91VWYIzLWgyfG6ih48R3H6Qpj88hWfp7H71mx9+juyLz+jd9p+ziIqv3dgbGPcI7j5CePNBup7ZRvDl3XQ8+DwkkqAU2W86g9CewYcyA9jL8nBUDjCU1pb6FRxKJGnJy6fd5+fQgvnYK/tM7VKKvPNWkXf+KhIHm4nsqcE5oxib34Ph8+C7dDnYDWxF2bjOmInhc5Nz7QUkI7GBG9WTIjiRRPnd+C9fCXkBjtk95F23dsj3M15ysz2UlaQ6Ys5YXs5737GCK940n2RS8+vfb2LTlmqefeEAjz21Z8hj5WSnhjT7fU5WLClj0fxiXtp0mPpGcxj5zr0N7NnXODFvRpwWrEB1KeZwx75z+Lqs/UvHMaA9HsuHLzL+tNYdwFfSdn3LGt6L1vqvmL2lf8DsrYxjrgO6FzOAO0dr/QXMwBXgPKVUWdqxD2Amc/oy8BLmckBxzB7XlzCHJC/SWvdLGqS1rgfOtOpuxsyW223Vu0Fr/WFSnT1DrU06VpPy7zEVWYHqsNfZqRDQpvkaUDvZjZjK1OmYPVwpVV1eXl5eXV092U0R4rTVvm4zR7/+y97tgvdcSsmnrh2yTjIWR9ltKKVo+tMztD65CWdlIc6KIuwFuXTvOWiuMxtPQHec7o27euuW3Hwdx378UOagMrsN4gmc04oo+vBV+M+Yh7LZ2P3uf0eH+t+ot2V5SXQE8a2aT9GNV2LP9tP0p2foePkNlM0g0d6NDqZ6Hh3zKzDcDuINbRheN8m2LhJpSZKcs0rwX3kWscMNND++BWfErLtt/mIqzpvNvGzVOx/WN28mWYvmkgiG2fue/8A+vQD/ZSsz2td37qxvxjSOfP4unPPL8V24xOyRNRQYKqPc3/ZGePJQlI01MQJeJ2/84R1D/juMxeHqVnbsqqe4yM+q5RW9+yPROHv2NeLzOZldmZon3NjczQ9/3pvglPLSLD7xoXMHPX5rW4jHn91DLJ7k0gvmUGoFy08+t4/nN6R6cW9450rmzykc7DBiCqmoqKCmpqZGa10xfOnx9+z6HX7MdVkDmAHSzslMCiWOn1KqBcgFfqS1vmWy2yPgjp139bvOpmJSKDHxZPixEGJSZK89g5qPh+h66XVKlpRT8sm3ZbyejMRoeWQ9ob2H8Z+9CJ3lJFLfhM3nxaGcHLv7IbJvuLg3s2/X5p10P7kVe3EuxV94F05fFod3HCLZHca7bDbe5XMyh9iCGfwC0aMN1P3gQRJtff5OKjKC4GQszuxffw13ZSlKKUL7q2l99IXM8mnyLjmL1sdfwVlZTLI9iLY7cE4vJnqk3izgdqBsBobX1RvQApQ01hPdGCfo1cRqm7HNKaW2OYr9qW0UL5lJojOI6pOEKlrVgLNPb7A9L4vcq86n9W8vEt1bS94tV6J6eocNA6XM9WO/90o3u5vNntvrzxr/5J9NLd385vevEbfWx43Hk5yzyuxldzntLFtc2lu2rSPOQ/9spK0jRnaWj/YO830uW1Ta/8BpcnM8vQmj0q05p5KaunbqjnWyZGEx82aPXwIscXqzAtiNk90OMTyl1L2YQ4r/qrV+dJAySzEDWjCTXYmTgBXAynUmhiVBrRBiUrz6RidPtE2DRdPIz7ZzUzyJw54ajlv1pR8SfP0AAO1Pv4ZzQQW+NYsACG7ZgfK4egNaHU/0rl8br2/FFjfwLZ7JnJ9/lbanNuGZP4Po0fqMuax99QtooV+qEB2KcuCm/6Hs1uvJu3oNsbqm/uUdNoglcJTmk33RSqLxUO+81vDWg+Scu4Ka280EpNGdR4nMLMYxrQjlc5u9zJg9riU79vTm8Q3bnThf2IlKJGl8dD2O0jzi1c1EDh7DNauEeFMHsar6zKDWMHAVFeBbOY/Wv79ktS/1hmxuF4WXrSF46Ci/DrTxs42dFOb7+NoHFg/6GY1VQ2NXb0ALDJjQqcezG9qob4pZzS3nLZfaKSvxMaMid9A6Q/G4Hdx4/ZljqiuEOGUUAW8GLlVKPa21zrgrqJRykFrLN4GZaVkIMYVIUCuEmBS7D6TmrTa3xmlsjGB/4lmiNY1kv2lVb0DbI7q7mujualxnzCLn8nPoemmnOV80kaTt/nXort6cIBz72V+wFWTR8tQGMBRtP/sz2RecgS3HP3DwOhpaU/fDP5F75Xn4zpiPvTAnM3tyLEHWJWcy7d9vJNbSnpGoyVlZTGjv0YzDhTbuwzW7HMPpIGEFtSXtLRllkjYDuxUUqniC7EvPxlmQDUoRrK0Fu43w64ew5fmxl+aRaOvGNbeMju17qLvzD73BbNcTW8xsyA472ecvNoc1z5rO2bOmc/al/d9qMlhPomkbtvylGL6he0qHMr0iB7/PSVd3FKVg4bzBl+pJpN14UMpgVmURxQXjs16uEOK0dQ9mUFsJvKyU+iGwC3N8zTzMZWRWWWX/T2s9dKIEIcRJR4JaIcQJoRNJYs3t2HP8GE4HZUVOjtSa81bdRoLgPQ8TftycQ9n29KvYS/KIH2vpd5zI5oMkFsyh+LPXEY+HaftdZkALEK2q49DN38WW4yPR3o1rXjnt67dgeNwDBrV511xIyyPrR/xeDJcDZRg03PMPM6A1lLkerLUOa8ezr5H8yvvpaOtAJzTKZo5LDr66j8j2zO9KicZ2uh/fQqI1bdHaPj3KzmwPWoHSgAJnfjaRqmMkOrppf9pMuGXk+Ai+vAcj4CHwVrNnMt7RiaOiAB2LE62qJ1pVj6tpBlmrl+IqzBvyPSbaDtL58IUQaUa5cvFf8yy23Pkj/ozS2e0GN73vTKprOygs8FFemm2eI5GkqyuMx+PE4TDnSq89J4eG5ijtnQlWLfXT0NDNwao2ppX5qCgbWUbmWDhMw76DJJNJCmdV4g74h68khDhlaa3/oJQ6BzMr9BLgp4MU/RHHn/1ZCDEJJKgVQky4ZDjKoS/8gNCOQziKc5n5vc+x9tx8PIkwR/7yCrO3v0g4nJZxOJEka81yurfuI7K/f0K3pvufwAh4yb7+AhLNgwxljSdINJmvRXYcwcjykOwIpV635svmv/dSSj9xLTqRoPWvLw58rD4qbruJeFsXzX98xnqDGh1LpL1hzYF1m4h+50GUzcA5p5RkR5BYVUNvEVtpLrYcH/GaZmJd3WA3IJ5kINUhRdeZZzAn3A5lhRy7+yF0LJ5RRgcj5N18Feljpg2PG/8VZnbnWG0LOhbHOaMIZR/6V3/L318kWv0r3LrZPHakldiBh7Cd+W8Z5WLBEC0HDuPNzyVQ1n8urtaaTVtr6e5sA2Du7JLegDYeT/Da1kMEgxGSSc2W7U2Ul+bwrmuWcfP7y9Fas3tfO4eOmDchWtuiZGc5CfiHX5u+ZvsuQu3mv32oo5O5a84deK1eIcRpQ2v9eaXUnzGXETofKANiQA3m8jq/1Fo/P8QhhBAnMQlqhRDjKririnhzO/6zFmK4nOhEkvZ1rxHaYWagjdW30vzn5yi95Trmdxwi8OqTAx6n86XtxGoHX34l2RlERZI4phcRq6oftl3JUObSNv7zl5MMhvCvnE8yFKFrUypTsi0vG0dRNrHmdkhoEi2ZgXPw8FG6aqtRTntv76xy2tFpy+dEn9gEkRgaiLxe1b897UGy332BuaSO3YZOJM3g2+cisqeG6N4aqy1+nnWX8rnzc4FpRA/V09knoAUo/PBVFLx1LeH6JnQshiMni/YtqfXoHWV5GG4X9oCfwKI5ZhuiMaLNrdj8XhxWb2assY2GB54i98rZ5mIZFiNnXsb54uEIm350D8GmFlCKZTe8g6IlCzLK/PO5FpyqDcOKJw8dbqSi3Mxw3NTcSTBo9tQbhqKkyMuufQ1s33mMFUvLUEoRjiQyjheOJEYU1MbCqZ77RDSKTiZRtsHXuBVCnB6soFUCVyFOQRLUCiFGLHywlrofPEgyFqfkk9cSPVpPy99fwjWjhLLPvIu2JzZSe+cfAPAsmknRTVdy9D9/STIYyjiOLcscRuqZNy1jvxHwgM1AR+JDBrQ9ul/ciW9BJW1HG811Y3uO4/dQ8N7LaP3bi8TqmlEOGznXXEjXC9uINbZhz/bR9cI2AA5v3kvJZ95FLG2oc6KlHWVTJBrbB/4cXv0NkaY5OCqLSbR1YbidJCNREvVWebsNY/40kpv29taxVxYRr20BKwh2VBSYvYd2M9hSNoO6OUvIi7bivyAHI+Ah/Np+Ei1d2OamAjl7aS5GwEOyM/Mzbfrd42SdswjvrPJU2ewA8U4zH4rhdlF0+QUow0zGlYzGaFr3MolgyFwD99yVuIoLiHd241pYQcJZQTTr0xjRLTjKLsA5550Z52s/WmsGtABac2zrjn5B7d5DIRZMVzgdZu+xw2G+12QyyZGjmUm2whHr5oCR6lGtnOansSlMPKHJzXGSl+uir8amDmrqWvC4ncyZVYLNZpA3vYKGfQcByCkvw5CAVgghhDilSVArhBixo9/8NZFD5trgh7/6Y5JdZmAV2nEIe8BL9/aDvWVDOw9R98OHSHangi9HRSEKRcdzW0iGI3S9nOpJdC2eju+SFQRf2EF4c2aSqMFEDtQQOVDTb39g9RIK33sZeddcyOEv/4jQ9oO09gwVBuJ9hiy3Prah33I/Gcmf0hjuIMHtkOgygzJ7WR7OZZV0/21TbxnlcuCoayZyzgKoaYLaZhyleQSuOJPI9iqU04Fr0TTiDe3Yi8zhuEkNXQkHM3McgAPfBYtJNLYTO9LI4nwXe5vjzMu3046d7OsvpOPPL2WseZvsCtHyyHpy3nEBoaO12LP8ZC2dj93rIRmL4Zs9ozegBYg2t5oBLYDWhKrrcBUX0HX4CO6F5s2GmH0trpLryLrwLGJtHcTaOnAW5GL3+/Dm52LY7STjZjDqL+mf/Km8xMXuIx4qS8K4nDBrZg5JrenoDNEdTK0DHAzDsYYQSxaWsGRhMa++0cn6je14PQZXX5xPIGDD77VjGJlDiEOhKDt2VaO1ppVuDKWYO6eU/OnT8Ofno5NJmU8rhBBCnAYkqBVCjFiiLS2I6s5MzhRrbsc9q6x3mLEty4fNl9mz5sjNIviGGbCG+8yV9Zw5F2Uokt0RjotS5LxlNXve8x+DBqZ9RQ7WpgJaQxFYs5zO9VszyrjmVODOfpBkyEvnzhUAOBdOwzGtgODT2zLK6mCEyNOZ9W3KjhGMU/SBt2J4XdT+z32E9xzFc/Z8Yovm8mp8GsXOYEYdw+9BOR28dVk+TX98hraOLuyFWUQqCij7tw/S+fRm2v6xobd8PBKhfetOAKLNbRgOJ95p5dT8v9/RUGVmbC54j5nmOGp3ELY7cMfNIdP2LDP4i3ekEmkZbhcFbzqXSFMLLS++Blqj7DYK1p6LJy+HlR95L3WvvY63MJ8ZF5zT73M978wc7n4wSXEsTpYvysFDDXR1RZg9MzMAbu9ycP115zGn0kNXMMGTL7SiNYQjSZ59pZ33XzPw2rmRaAyddiMiFE4N/3b5vAPWEUIIIcSpxxi+iBBCQMdLb+BdOc/s0QQKP/gWvMvNuZmGz0P+dRfjXTIL14wS3AtnMOM7n6b8Szf0DjUGegPagSiHeY/Ns3IWymUOt7WX5TH9R7diePoPOx2U1hz7wR9HHNA6ygogmRq6bMvy9WtnzlvOZc7Pv4Jv+YregBbA8LqI17WiQ9HMg9ptuM+ai2vZTHomlHa9tJ3me5/gyK130frCZryXLsdekkvo5d20/vFFarrc7OnOJZgwh8rGG9uJ7q9FR2PU/L/fETlUi70oG2UYOF1elMtGzrXnU/ChK7CX5uFaVol9bmbwFw8GabjnH3Ss30rkSD3HfvwwDfc+RnVNM6/tqqUqq4jGojICi+fim1MJgGdaWW9973TzeaS+qTfo1/EEkUZz2HHuzOkseudVVF60mnAUnt/UzguvthOJmp/n7b9pYeu+KIVZqc+nqbkDt9uJzZVPS4eNuiYHR+pdNLf1rE2r0zvM0/9p+skKeMjOMoNXw1CUlw2d0VkIIYQQpybpqRVCDKv5z+uo+8EfAbAXZFP53X/BPaMEHb+CSHUDhsfF0a//ktCuqt464X3V5F15Ho6yfBIdqXXubdnmMjvuedMwfB7Ce4/iLM7F4fBgL8oHwyDnw5eRDIZxlRVit9mxFeeQHEEyqB6RqroRl43VZs7tTEai/YLU6NEGlFLY590K/KR3f6Kty5wn20f2ey5AOe1E91TjWjQ9YxmfZHeYeGMbzulF+C9aTnDDLgJVx1jz9H00lMykydFFdmcT8aONqaV9khr/lWfimmMGmYn2brr3m8d0zi0hO/eC1MnThlEnuoIkujJ7fxt+9TfaK6dhpn+G5rhi0czpvdmBs1cuwlNeDArCO4+w/+O345xdgmN+We/xHTlZ/d7zH//RQPUx83M7WhvhvW8roro+DihqW2xUFJhJn3qC0EXz8rl3e5xwJInXYzBvprk/4LNz8bk5PLexDa/bxqXn5/Q7Vw/DMFixrJKurhAulwOXa/gkUkIIIYQ49UhQK4QYVucrqbmv8ab23iBV2W24K0tpuPexjIAWoPZ7D9Dw678Rb0olW3JWFDH7518h0dqJoyiXZDjK3vd/nfDBWsI/foScq87DNqcQw+3AcDto/+cmGrY+cNztd8+fTqyxjWQwjA5H+73uKMkndsxavqZvryvmXGAA/6qFOEoLiNU1odxO4vVt/cu7HRh+D233PYPuM0QbzPm29nwzKMy7YjWqI0K06hjZ7Y2Unz8D17y5aD2H8OZDhF/bh47HKbzpSuL2VCZgIys1tDYZi2MP+Ih3dqOcDnQ0NQQ33hWk4D2X0vbUpoxEWvbuEFFreK7dpjKSMymlzIRRbZ1Uf+s36Fic8N6jZBnn4HnTKtbtbGHvr1/l7FXTWbG0knjcDEp7AlqAmnpzCPnl5/r46/NdPLzBx/UXa85e7KG8LJd4d4i8gIOPX19KfXOU4gInfm8qmdPqM7I4d2UgYxmeWCzO4SNNJJJJZkwrwO12mp+FocjKkqHGQgghxOlMglohxLB8y+bQ9Yo5V9OW48c1PXOYq04MMEY0Fs8IaAGcZQW0P/MadT940Fz+xuOEtKCw65WdZM9d29vTGNlxmPEQOVLPjG99gsNf/lFqp90GWlP4/ivwLppJ86PrObS3je5AHjMObiM9JZEjz0zm1LF+K7E6s2d3oOAYgHCM6IG6AQNaAFtBFtGDx1A2O95rLieybA6tf38J5XXhmmdmLlZK4V48DSMSx7l0Bgk3KFJBn7LZesfluoryCSyYTbwriM3roX3zdsJ15nq47rIi3LPKsFcUEj9cT8JpkHDaqHQb1BoJYuEYhaEOWv/6D3xlYdxnfq03kEx0hzPWwo1VNbCpNskbNWZyqec3HOKV18GwmUPD3S5FOGL+u82t9ADwyetyWLPCg9awdI4LnUzSsmEz0cYWDKeDvPPPZPb0wICfU991ZXfsrqa11byZ0trazblnz+1XJ9Tcjs3lwOmXIFcIIYQ4nUhQK4QYVsH7Lseen020rpmcy87Cnp2ZUdZ71RoO3/8802OdqEGOAeC/YBm13/kd9MyZ7NPLGW9sQx9pxbm0koY7/wixRP+DjIEORWh7cmNGkEbcPHbj75/oXWYnx+5k+xmX4Qp3U1q7v7do85/XUfzRq4nWNo/ofN3PvZGx7VlYSdYlq2j4+aPEa5oJ1zXR5U7g/mkeJZ+4hpqfPIzu6CYZimJ4zB7IWG0zXRt3Edt+mIIPXITd48Tm9eCdWUH3gSMkw2ZvaLS5FWWz4cg2g8Ocs5YRrq0HpXCXFVP9/Fb2vLyd8vnltC3IB0OR2PUGZSUlGFY25FiykshrH8Dwl+Na+GEAXOWF5F55nhlwu50UffAt6PrMfw+lUmkZwhHNktI4FcUOVpyb37t/yezUfOhIYwtRaz5uMhqje38VOauWEguFOfjUeuKhMDMuWo2/2OwZDzW1cWTda+TNm053MHXjJBSOkkgksdnM8ze3xvjjPa/TVlWH6/E/8bZvf4TZb0sbki2EEEKIU5oEtUKIYSmlCKxeQrS2CWW3cfQbvyLW0oHN4yLRHab+7DP5t9hM7uP1VFCrFMphzxgO2/jzv6YC2kG0/u0l7Bt2kGwPDl0QwGZkDKvt33DwXbKC7qe2EkmfO2szsBdmk+gMZfSoOuJRzln/R4K+bHDYIdazdqpB7fcfpPXRF8ypqOnvwW5APG2N3OIcXGUFhLakguKcq9eQd8W5NN7/BF06TH1ulIfOa6DJ+zP+oq/CnuUj3tpJxyMb8J49j2Q4RvcLO9h89luprlyKuzXG5fZqfBt2ouu7SQZSwWSiO0SwqpquvQcx3G5yVi3BU1Ha+/pr3/sDDiBU4utNWtV+pIaC4iLcVq5AI2a2Ndl1NOPjK//SDRR+6K3YvG5sfg8XtwapPdZBS1sIry+PuMqcw1oSqSNUZXDn9iQ2h40rLsxiwey0+bdGZm5Cw2kG8Lse+jsN23cD0Lz3IGu+8mmiHUF+d+5H6Dxaj7IZnHXH5/n/7J13fBzF3Yef2b1e1HuxJPfeO2Abm947AUJLg4T0QpI3jRQS0hNSSUICCRB6N902BvdeZcuW1Xs96frd3s77x54lnSUb0xKS7PPBH3S7M7Ozu7d3951fY/J4AHJz0gYErZ5I8MSL7fTYc2FCLuH8YtZ9++emqDUxMTExMfkfwhS1JiYmb0mkppnaz/+aRH8QxWlHD6eW3fHuqeZPKCnp1LMuOQ337Ak0fuvPA9uGJow6HjIaH5a8KffD55CIRLHlZRKqbsT/xm5UrwutL5Aial0LJqMoCoFtB0BVcC+dhmNSKaE39xPenRSZqkL6ladiKchEj2v47l+FDAwKW1fYjytslC4SVguKw0bONWfS/qdnhs1VOGxYMtMGXJIBnHPHDlh+AXDYaA/30rNhM4rTjrtHZXS7ky89PYqPfPYAT794LxPr25BAot2H/7ktAPRmFdJUPs24/ljZ0exifm07tvFFKAxaP52lRQNlfLRAmMYf3ocMRElfPoesi07DXZBNeHc1anTQyiqEIK20FPp70LufweK7H+HMwzb+umHnaMvLHPg7O9PFZz9xqlEXtl9j1fpe2rviqOiMopNie5AHWseTQICms3J1D6oMMm6sIbKbd+2lr7ae9Lw8ehMuGmvsLC2NE+wYvH6xQJB4KEzzhj34G43kYDKh0/HUKpZdfSYJXZKd5UELR3nx5u9x5Jk3CX//j+BKeg94M7BlDk9kZWJiYmJiYvLfiylqTUxM3pLelRsHBOmxgvYobgxxaSnJwXPObJR0D7aKAjIvOIW+NduH1bUdirBZSVs6k75Xtw4fd9Z4Mi86hfqv/YGemhaEw4aMxNBGiGlVFIXAxn2GNTWeQO8LkugPDViL1UwvSpoDS4Eh1CJbDqUI2mORcQ0diB8bGzwqH8+8SfQ8+bohaBUxkKk4vOEgeq9R61WUZMN5cxAZbmLbDyP9g6JekYKsfgtK5SGjLSCcNtT8TPReP/as1LhQ0dyB+7QpKE471v57UWKVYHGit34OGc9EWC1EdtcQWm8k9QrtrqbjwZcZd8pUDgRCyIYOXDYrSkk2GTY3rbf/EQlU1bUQ9Czj4qd+iJo+5rjXImUuQpDhtbBgZhouh0qWBzpX16CFh7dtaumhvDwPq0UlcrCBxLoqDmZq7J1+FjIoSKyrp3TuQtixA9payJ4who5d1QRaulCsFvSktTyjJIeMNBciaaF96pKv0PT6DgDUV55Gu/haEAoZVZs4+w9fPanzMDExMTExMfnvQAwtXP+/ghCiqbi4uLipqenfPRUTk/8Iuh5bTdvvnhjccKwL7hAybjoDNSNZm1ZRSJ84noQvQP3tvzvhMRwTRhE51JAyrpLhYdy9/0fvyg10/PX5E09yiLAcinA7kMEIapoLa1EuekLDe/5c9GAE30OvI4Mji/TUQUiZl3DYEKqSItS9S2cSa+wgWtMy2FAVkJDgdYDfaCuRiKSTtiYkFimwFGSi5qQRr+/AMXM0zjljSfSHaNreRqgnQk/JaMY27iX3rCnEYi2E9n6XrOIQzjSNSHsBfVXX4zpjBqH1lUQPt9De7aMwd7Bma8EXribn4iWA4a584PwvD+wLR6Ks23mQKTeex1l/+r+3vhYYtWQfe6GThuYQRTkxykudzJ6YRaKzm8M9Nl7ZHkUgGVsaISddcsqiCeh9Qaqu+fZAgq3aMbPwnbuUkrzYwJgTcuw0PrOOjd+9F4DJV51OpLsPRRE0bq1CJnSW3/0lXHmZPHn+F1PmlHnKPAoXTSfdBXM+/yGsbudJncvJoGsaisVcA/6gUVJSQnNzc7OUsuTfPRcTExMTk38v5re0iYnJW6IOKZkirCryBAmcxJBaoTKuUXPLT1DcDqyF2cRbj59oKVLVMGyb7gvQevej2MsKR+gBjnGlRI40GWJ2BEELIIMRcm44F/+GPUQOGtmU+1+3o9V3nJSgFXarkal56JiR2KDGtah4VswAu5XY1mPOL5Fs5Y8YoluCGDJNixRYK/LxXrgAoQj0cBTZG8ZRlEfP+rV4dh/CA+S1HGHc379FX0snT5/zW2KBcdjdcS744kGsmpV4Szf+pzZhLculsas3JcYXoOPPz5J9/ikIi4pit6GmuQfLMrkdjD9vAYpteI3XuKbT2BzFZhOUFDoGtvv6E1TXR5gxNozLoRMNxzlYm2Dm9HJmjoYJU2IcPtJKImGnojwPRVGIdvamZIz2+LsJ23T6t+6j/kd/RcY1PD/+NAcefHmgTeWja/ho5T957JzPE/UZ1u+XP3bnsGzbVreTeF0dlesNS3/X/houeOj7I97Pt0MirvH81d+gZuV68maO59Lnfo5riDu2iYmJiYmJyQcDU9SamJgMEKlrpeVnD5EIRii45WI8cyfR9fhqup94faDNiQQtQGjDQVynTESoCsHVe0BK9EAYa0H2Cfsdj/61u8C2D/fMccRau/AumEL6WfMRCKKN7TT/+IG3HKPr7y+CbfDjLr6r5q0PnMx4pbgcJI4RtUOxFGZin1RKtLIBGTq+SHYtmoR9ahm+B1aniGnb6IKBOrGK044MxIlsPkyib0j8cUIn1tZD3ertxJLu0tGglSMbSigQs0ER6P4QscMtiLI8mjZWUpSXidViIa4lsAbCJIJhLOkehEWl7Ce30fynZ4j39lGwfDrFXieK18PhI20EghEK8tJRLW7uf7KNee42yqy97G7vpUYU0Zs3jqxMKw4buByD4jIwxGrtdNqYPrUs5fztFUU4p1QQ3l8LiiDvooXkTczh9c88RCLplr3xK3ejz5gPDHrRxKOaUcIoybGC9tQ7P0nZWfN5cN7NA9vatx887n14Oxx+cg01K9cD0LHrEDt+8yinfv8WIj4/qtXynlqDTUyGIoR4HVj6DrtnSil9x4w3FfgisBwoBHqBPcB9wMNSyhEz7p3kPHQgAnQAe4HHgAfkf6groBBiopTyvfkQMflAI4S4Cfhb8uXNUsr73sOx64CyEzSJA2GgGdiC8Ry+9F4d/38RU9SamJgM0PzjfxA+YFgzG+64F++p0+l/bdvbGiO6t5bo3tph22NtqVZMS2EmWmvvyQ0a0wjuOoz3lOkUfOZKFKvx0ZUIjhDEeYIxThqHFSKGkE30+k/Y1DnPyMgb3j38nAEQhjXWMbMCYbWQfu0y/M9uJtHuA0Br64Vp5QBILYHvhc3ovQFsY4oGXaqtKt2PriZjwaSUod15V5No7ByoWSujcfJicZpsKut3HiQnI42Jo4vxLpyaUoapze6g6ZIVjOtpQU3anBP+AE1NXSAEPl+Q7mAOhRY/E9w+QNCfX8SBrnLoitPWFWfaBBcxLYbNYgj09DQXGzZVoUvJ+LGF5OWmp8xVsVqo+MXn6NtRxcqtzRxqiuL17SPdZuWo/TYhBXo4MqQir1F79ozf385LH/k+WiSGpyiX7v3GokTmuFLGXbqMh5feknKscZcuO8EdM/AdaabqsdfIGFPChCtXjNhGTVqv09xOxpQW4K5qYOv3/sK6H96ParNyzn3fYvxlp7/lsUxM/p0IIT4O/A4Y6o6RD5yZ/PcxIcTlUsqT/EAehgK4gPLkvwuBm4QQ50spj5+04AOGEGIc8EegEbjp3zsbk/8BrMl/acAk4EYhxNPAh6SUJxEXZXIspqg1MTEZIOEfFIkyEiOwaf97NrYMhBF2GzJqSJijglY47UZ8auCtBap//R7qvnA3mectpO2eZ2Bk48Lbx6IO1K0FBgTtWyHcDrTGLqzF2SS6+ofvt9sQVgXvBfMHrLFCCBxTRhEKR5GRONH9DShuJ7aJxSgOG845Ywmu2kW8oQNrfpbhsh1PENi8nwm3X8fyu79E49odlK2Yh/dQI4G69oHjRa0OHMCKD51N/tdvgLZu9HAM7/zJKfNq6zASX4WsdpSIxpa+PGKKlSyHjteVTPilygHBCxDRU78uFEVw1rIxdHX7URTBoepWosmFgwNVzaSne4jGJG5rgnBjG4rVgrO0kOaMHA6FjLhjfyBK+SeuRfzxAbRwlP7zb0R601AO7UPEohScMpPChVNRrRY+UWdkn4709LP5rvtJRGLM/fJ1HHjwJcKdvoF5TbnxfJbcddsJ71u4y8fDS28Z6Bds6WL2564e2N+wZjs9B+qoOHcRU2++gJx9dVgtKnT4CDz9JkhJIhrjza//3hS1Jv8KZr3N9gMrcUKIM4B7MHxPeoAfAluBbODDwGXA6cCDwHnvcB5KcrxTgduSfy8Hfgl88m3O/d/Ji8AY4P5/90RM/qtoZeRnSwBuYALwNWAscAnGAtTH/lWT+2/CFLUmJiYD5H/8Ipp+cB8yrpF303n4t1QSrqwb2G8fXYQlw4PWGyBa25KyPSVB0tHt5YVE61oHXh8VtEOR4ShKTjqchKgFCFc3Evp57Ynr09qtcAKX4RQUQdglWDWuC3dUZdm+jIFETm+Fa/oYghv3E61uSZmPmp3G2Hu+StWV30RGJcHVu3HOH28I92Ac9/zJOKZXIOMaoTcqUTxOLFleABxTy4g3d+OuKEVXJeqoLBCC0LpKGr55D1mFOUz549ewpLlp+N5fU+azYfm1FDUe5LT52XgKc6AwZ8R5u912otE4LZ4sqjoddEeMerEd9ZI5EwOEIwq+fh1LRjY7fSHK3SFcrdVY2sNoo8bhcirMm+4l3tqNfHULSkE2ibSMgfGlhN/+vZloDAqjLZxd3o8QEO3oxpWXmtMnd/EMrvzKZQD86E8tSE0j9I1f0VTj45RPz0K1pn5NObLSWPqTzwy8zhiTOt7o809Jed3w+g6qn1xDydJZjL98OWDE3A4Vwo1rt5NWXoCuJdDCUV7+6J0AbPrh37jujXuo/8gPB4/vGCynZB9i/TYxeb+QUu56F91/ifHj2Q/MlVIOdSl5SghxN/AZ4FwhxHIp5ep3MY9XhRB/BTZjWII/JoT4vpRy+JfDBxPzN7HJ+0HsLZ6ddUKIpzAWm0YDHxFC/FxKeeBfMrv/IswH2MTEZID0pbPwzJuEjGtY0j3kXH8Oled+ccB1V2oJgnuOGKolia04l/Sls+gYQdQOFbQnInFMyRwAx5gSIwnUMdjLCogcahx4reakoYeiKfGswmXHUpSTTJgkiTd2GNudduSQkkRKmpPcT1zIpZE7qSw2jBtXrcvj0ytThZKlIButbXiSq+C2KoCBEj7GQcA1qRz/1gOG+3BCEt1XT3RfPZbibDKuWUYiYgh4YbWQcfmpqA4HkbaOgSGyL19K5vIFtK5cg0gYFmTX4kn0/H4l4QP1CIeN4q9ch/XWC1HPmEFk9V4Odbjxp+dSm5nN5R8uJxiK0t7uw+m0UZCfgRCDQr0v6OVgPWRlKMQVBTCOoSUEe6tdhGMKUmqoCjToBewOw8KiND52YR4iNx+3SyXm66fqlh8j/CEAeuecgv3cqShSp6VeIxozBF+rvYgeLUq2NUqkvRNXaSkrTqug8lAXhflpnDK/fGBe0yence/TvegyA1t2FmPKUmNWq59ZS9Mbuxi1Yh55M8fjb2zDXZyLxeVAC0UomD+FsckszwCtm/fxxDmfBQm773mK+o9vo/yMBSnvX4C6V7ZQs3IDAI7sQbfpcKePtso6nFedTfCp1SiaRvoFi8kKhbB5nJxhlg4y+QAjhJgNTE2+/OkxgvYo38YQtWBYiY4rak8GKWW9EOIHwG8wfmNeBvz23YxpYvLfjpSyRwjxfYz4XgFcCXzv3zur/zxMUWtiYpKC6hrMcpvo9afEosYa2oe1z7/1UoI7q97zeYwkaIXTRsGtl9L5wMsEtx9EzU4j47rTieypIbhmLwCK10nG9adDQie04SDR/cmsykKkCFoAvT9MeFQalcHBuNkNE/uGidqRBC0A8WPidJNuzP51e/Cv22Nss1oQFhUZ1/BeMB+ppfZJ9AbQgz6ULAd6zLBkxwJ+tj3wKplOgScZBTc0QZLW0093OEivSMC4Ymxji+hepUGvJD3DTiymsWNXLVrSpToW0ygblQvAm396hW1f+jFInbqrPs7Yq86kP2klt9sEoehgROvRQ0oJjdYixrgycGgSm1WhcsNBLElBC5DWWM/2S++FWJT4h2+DOXnGZUdiE8ZAlS1BlEPG4secCenMX5zqFn3+qR7SPQqN7RqnzHCSnW7MReo6Bx56ecCCuvO3j4EQICW2NDdayAjba9uyn+adh+mzppPw9dH5xKsppZj2/flZ9v35WeylxSnH1Yfcx3B334Cd3lKQT6O3jMj4Muz/N5t5Y+woVoH7jZ3017XS+PoOcqeNxcTkA4oNeA6YCYxYE01K6RNCtGNYVt+r0kivD/n75Ipfm5iYvDrk76nHbWVyXExRa2JiclzUNDeWrDS0nuHxokdp/NafUJz24XGpx6B4nCcVNzuAEBTdfh3t9zxNIlnORYZj1H/lt8jkcSzF2SDAMWM0an4mkV01uE6djFAU+p/ZTLw+af1UVUiMPLf+bz1E6cedNGYbc5sZK0XxOtH9JzlXRSB1aQihkc4/riHjGgiBGJKBGSHQfSF6HlmLDEURVpXMj52DsBttStMELzTCKfmGwdfRYAhrxWEj5+oz6Bsi0IUQjCqxkp+pcvqiDEKh6ICgBejrHxSfu7/9a0TM6Gt97F70K1Zw7UW5uBwqTqfC4y920dox3E28qTXKA093gJSceVomW9qzmedKwxUy3hvdGbnEr/4EiRnzES0NUFcN5WNRkBypD1Fo7UcrKcWWHC+oSRIJHVVVUo5z6kyjfFTlgy+xdtdhys9ZyMbv3Uvrpn2pE0paW2P9g1mihdVKZZeFuIgBTjpbQoxEtLF5xO0AcYeXvafcyBZ/kL60DC5+s4lLFpYQTUCHZqf6jl/TuGY7AA/du49HowuZMjmda89JQ1VOzm3d5L+DA6vWeoApgBfDvXf/pBVLAyfu9a9DSrkJuOhEbYQQHuBoUeu29+jQQ3O92YbuEELcAXwH2C2lnCmEmAN8FSMeNwMjSdMjwF1SylCyzwXA54HZgAM4CNwjpbxnpIMLITIwrM8XYiTgsQKdGBlmHwKeHJqZeYQMzzcKIW5M/l0hpax7G+du8h6zsXbTsOdsUcXC9/U5E0KUA0c9G+YBlRjZw6/EWKjRMDJ9/w2473jZw98mHUP+Tj9uK5PjYopaExOTYXQ++DL9b+7GOamcsp9+mu4n1iAsKpGGdsK7Dg9rr4ejuGaOI7Sn+rj1YvVjEkW9FZbcDOJt3YZFbghyiFiL7q3FPrkUa0Em1oJMwpEYuj+M6nESbx5iXT2OoAWgL8Sv7xnLyos1skaN4lp1Ptq0GsIbTjKc5aigPR5JiyJSEtpwANepk0GX2Nxeup5dM+A2LeMJ4q3d2MrzAYhpksaQ4KEaSBcRbrv1UvKvOQc1w0O8pYueO+5Hfu1DWGwK/X06lQc0Zk7ykJVuJa4p2O1WotE4adEg2R39HF7TQafDi2qzMBBtrKocrotS29jFNRflkZdj4abL89l/OEgwlKCvP8G2fYHB80j+f+ObrQSEkzdXfJjixoPE09NpzB0LiiFQXeNGoXd2EAYSKHQWTsQXDuCo3I1tyRwA4u3dPHvZV3HmZnDanZ/EnX/0dzXs+9vzvHrrXQDs/P3jKfd8JLxlBSQiMYrOXkxcDCZ4tU+dDE+/OKy9hOPes+ZJy9ngLqQ+1AzBKPe+VsPkUemML/ISbmqlK5l5ubdwEgeWfQKaYG+TnzSX4OJlaSecp8l/BwdWrZ2CkRDpemBoYHXgwKq1/wB+N2nF0vcuy977y/8xmBX5ifdozKGB7cO/MJIIIT6KkW146G/R8cC3gBVCiKXAncDtx3SdBfwxWXrnC8eMOQbDhXrUMX1Kkv8uA14SQlz6n5SZ+X+RjbWbjvucbazd9A/gd4sqFv4rnrMC4AGMhE5DOTX576Jk9vATf1G9NXlD/j6Oe5jJiTBFrYmJSQr+zftp//OzAIQP1mPNzSDW3EVo92GE3YqlNNdIwqQoaG09A/3i3f1YstPQOofHxx7lZAUtgNbRS+f9wwUJdiuOyaPQQxFiVc30P/omzgUT0P0RZDCG3ZNOTLEiCrKQTZ0ndawcv5VP+07BllMIgHX2GKJ7607eWjuUo2V4jjIkfjOyvZpoZQNII7u0sFtTuvq3HSGrMIdYYwddh5soyC9hTHUdmf4+DncdpuLjl2JPy6ftd0/Q2qOy9yUNt0fQ55MkErBtb4AVizOxWlTGjinljfWd9PniZHm78Cg6oViC4i/dQPtvHiIWTeC/yKjtqiUka+57hYxIM66iYrbrU5EIphaGsKlOYgk1ZZ7u5kYoLSfg9FIzfh5FsWaEIpDAmOIIeZlxGOuhrjVGZ4fO9PwQ27ryadoTpLD2eRSvl66HnxsolxRo6uCKl349MH7rlsHfKccK2pIlM2nffpB4MIItzYUWieGvb0NN99CwZitFC5ZgLx9FaM9+Wu/6NSMhwBDgeuriurswm7zarSTyUj2//C0dBPZu5rW7/2LcYruFOcuzmWl/nDcOZlC8+kFq/gZV936NCVeMXB7I5L+DA6vWfgH4OSOvi3gwsv3eemDV2i9NWrH0l//SyZ0EwgiuzwJmAF8ALkjuelBKueo9GD8Hw/IKRrD+08dpWo4haHuAH2MklyoBvg+MAxYDK4GzgG3Az4A6DFfqOzEyLH9eCPFHKeXQ+Jf7MARtP/ALYGPy79EY5zsXOAf4MvCDZJ+PYdy7FzBq+D6HEWsM8J+S5Oq/io21m07qOdtYu+lLiyoWvt/P2V8w3PMfwRC33Rjvo28DOcDFGJnE323W7HOG/L3lXY71P4kpak1MTFI41tU4uLua0G5jsV1G42iNhlD0njoD/1BR2zg83vZtIQRqdtqISaNSmllU3EsN0RHK8hLeeJDwxoNkXrKE4t9+BYCq/Q3oTY+P+G1oK8kj1tyRNNcJUASqy0H6oumEu7pASoSqDlgdR+RErtYjWKrTrzgNq9dDottPrLGD4M5DgHE9jxIrL6LvI5cQfuFNnJv24gDmtXVj70u6GW+toWfMVlSPG2tuBkXjdcrSj9Add7BOLwBUvG4VXer4+yI8/qIPnx8gC59m5+zsRqy6hnfWRJbtfIBgWOG+J9pBQmaonqK+ZAxwbTdZmU46vePZ3+piVqGPbS1ZxLUIIbeKlJC/fQNpLz6G9bIPEXh1Fd07NyB/9FdUC4agTVKa0c/krt1MPfVa4psaqZqRR9g6DjZuSan/27WvJuV6jbnwNPbftxKp66g2KxljitETCQoXTGXFb79MrD+Ev6mdhjXbWfd/fyBt0QzKv/lxFJuVntVbaH/hNfrf3AjHxC+n3iedK179DX1Hmql9aSPZU0aTO30Mz1/9TS7b/HfuHXcWQYudSf4mnN/5A81DgnP1qEb72kpGX+ml/PXnkEl37tc++RNT1P4XkxS0vziJpgL4xYFVa3kvhK0QYubbaF4rpTzRh+j3gG8OeS0xyvx89x1MDQAhhAvDmnU6hpX1qJX0lydw3U3HEJunSCmrh4y1A6jCuIZnAW8AZ0opj66IbhZC1ACvJF+fl2x/1GX01OT2W6SUDw853qYhGWanADeSFLVHjy+EOHqMnneZcdrkXZAUtCf9nG2s3cT7LGzzga9KKX8yZNtGIcQ6jAUXhXcpaoUQpQw+g1Hg4RM0NzkOpqg1MTEh3uVD8wVwjC4i7bSZdD++hsiRZiw56XgXTSWwebiHj3/d7sEXqnLiEjsng5QkThC7exQxJG7RWpZHeONBAHqfX4/qcuCeMZbczLTjLq/HmoaErUhJ3kcvIu/as4zxDtfT8utHiR5uPn5JIEXgnjOB4ObKwTm57AiHDb3HP6y5sFtRizNxjikjffpE/FsqB0TtUCytXbhfWo9z096BbfZQqiiTwQh6OEL6eQvQt+wG4qRZ4sRUOx3uEhbPdrNlWzXhiIbP7x3o1xu3oQtBn91NX8DGuu1hzj4tk5mT3FTVhrH6U73wrHoyO7MAITUkkkdn9tCcZoi3+a5TOH23QGZWwGU3YgsGsKx8BO2Cq4lrAqvFEIBZeenMPvtmwj0+/K89SUHcuKahUAtDA6JGX5Bahmf0eYu5cvXvePqiLxPrD9J9oI7ysxZw9l++AYAWirLmC7+iLWnRzfvQ2QiLYU3OWj6ftr89gz3TQ7h/+P0o+dy1eOdMJvzaJnb+5lEi3f107q2m+um1jL7gVK54+W4OPbmGj55WjjKqhJeW/H7ExZFQSy/77n4JmRgUu8KMqf2vJely/PO32e3nB1atfeU9cEXe+TbaXsrxraMApce8Fsk+BzBq1R4XIcTIsSUj83uM2psn4g9DBS2AlPKwEKISQ3gCfH2IoD3KaiCCEV87NBFVwZC/jxx7MCllWAjxbQwrcLUQQnmPYiFN3iOSLsdv+znbWLvplffRFbkRw1MgBSnlTiHELoxY7xMldrIdZ2HKguFyfCpwC4Ox7XdJKd+r+Pb/KUxRa2LyP07/hr00fucvRnbexdMY9YNPMPqPtxNv6cKal4lw2AhX1uJ75fjeMGq6m8QIgu5tc5x43KE4F00c+Ftr7BrcoSXoeugVuh56BWE9+Y82/9qd5F61gvZ7n6N/w15i9cf/LrHkZVLyzZsIV9YR3leLHgxjKc1Fa+xEhqLYxhURO5wqp2U0jt4fouehVfQ9/ia5151Nzs3noelRhM1CaPMhontqUaIxXBt2I60WRDIbr2NUAbH2HvRAGEtBJo6Jo3AUF+CvTPkdyJRincLunXQfySemW1EVyEqL09NvuDdPm+DGlzeHtW/40aWgqqWBV7Y3kWlLw6oqRF3l5AWqcMX7iKpu+tJG41A1pub1cLgnnZBVHxC0AIcqHCzzJX8b2+zEL70e5w8/z/jsEHOv+yrNzV2oqsKYCiM+ONDeiZ4UtFJKYgE/LocNLaFTMm8yZ/1x+G/f7AllKUmgeg830rXvCOu+dQ++6iZ6DzUM7Ku5/VdIKSn5zDVknbGQ5T/7LD63mz3f+B2R+lb0YNKNXAhcEyuwF+aiXrKcfZd9MeWYNc+vo21rJefe921GLZ9LoLUL1WpJyY48cF9HeK+uSHoKmPxXchvHD8U+HgL4VLLvB4WHgb9iJLpZgOGGOxl4QAhRJKX86bsY+whG5uM/SSlPxn1yzXG2t2KI2giGW3IKUsqEEMKHIWLdxxw/gZGo6i9CiE9JKdcf0/dJ4MmTmJvJv4cP4nO25gSLH7UYovZERcsLOfmFqd9huOCbvANMUWti8j9O96OrjOy8gH/DXqK1rTjGFGMvG1z0Lvm/G7GPLqb9j0+NPIgE4bAhIycfM3uy2MoL0fr8eM+fh+JxENldS3B9JTIYIVrZOLyDqgycz8kQqWul5rafEa5qeMu2WZcupfE7fxlwnc26bCm+lwd/c8WqW1Ay3Oi+QTFmG19MeMNBolVGiaLgrsPkffkKZI8PAPfp04jXtg3G71YU4UpzYXE5KPjkZageJ9G2bnSvG2e2F8ViIdyUKpyr1qwnGIxAYTG2mbMAGF8aIT0znaxMN6OKHOysDKBLwcu7a/HmaKQ5Xbx+sJMzJ44jodrZX3A+di1IVHUhhYpTJNjZloOWSGCNtHL1pjhvjldpyVIoCthTjm9RJaOvXMjUa84iK8NFVkZqjpb0UcXY07xE+/10baulbZvhbqwqClPPWTjitXZkpTHhqhVUPWqE+c245VKevuQr+Bs7hrXVk7HaTb96EP+Wfcz6w1cIbati7I+/QN/mvdT/4E8AFH/qKlxjjbkpVuuwcQBC7T28/LE7+XjNU7RvPziioB0RRbD//pXkTB1N9qSKk+tj8h9BMsvx9e+w+w0HVq396rvJiiylfM9cAKSULw15uUEI8SCwDiOO9S4hxEopZeXIvZk15G8Vwy3zI8DlyW3bgdullD3HdjwO9cfZfnQFrfsEyXeOthm4NlLKTiHEP4CbgOnAOiFEC/BS8t8rb+GabfJvJJnl+B0/ZxtrN331fcqKfKIfB0e/7N+JnooDfRjPwQbgb1LKt+OVYXIMpqg1Mfkfx5qXOfC3sFpQMwYXHKWU9DzzJtGaZtScjOOPkZ1OpDq1rqzicYKiYC/KIXzwmN8uRzMCvwXCohKra8V78QIsOUZmWdeCCfT+9VX0/pHLtbgWTyJ6sJFE51u7MoNhST2eoBVWy4BAFnYrHfc8nbK/97l1qDnp6EHDfVc47ClxsraSXMb+4atU3zC48JroD5IYUtpICIG1NItoZTMoCfKmbMF97o+RusCS5UXYrKxqcLG3KoDXHeaq83KRUiCOxnjarDTrOdSULEaiMLaxh/HTMsnM9NDrd/DIyk6EgLNPyyQ3y8qECRY+f72RxHHLphgtyXWBogIHze2DCaHCmvH1EI+0oWsB8n1wyTbJ/nF5zGkbrDbgFBEmKAeYcO2F2GfM5fEXO3HaFU5flIHLaYxnc7uY/+mb6T5cy+YDg2FHCV2H8ccmKR3k3L/fwYxbL8PidhJobCfQPJj4S6gKQlWQWmLAaioTCXxv7uDAQy+z9y/PEI3EGFK5g+DearLPW4JUFLa/UJNaa2QIWlIk77nnOIs4YCQEA8O7QBj/r391C89f/U1u3HNCL06T/zymcGJLzInwYFhCP5CJX6SUHUKITwMvY8QGXgd84zhtd42w+QUhxLcwYnWvAqYKIRafpHh8KwFy8quTg3wq+f8bMZ7MIgzh/REgLoRYBfxGSvnCOxjb5P3lg/qcBU+w7+gXzIkWnuqllOXv3XRMjocpak1M/scp+PQVIATxzl5yrlyBNXtQsPQ8+Tqtv3nceDFCvKDisqOme4YJWmCgJm3Mqh7TSUFx2UeuWTskNlfYLFiy04m3Di/rM+y1zQIxDeGyo3X3Y5tQQrjzeMaGk8cxoZSMsxfQ9tsnUsTqUWQ8gXVU7qBlWFVItPtACOyji8i7/hw6/vo8sebULMyth/rwlrpxKAmOtKtoZemU9q9DCEmffwJrb/4hWjTOjGvOINRrZW+RkfvEH0zw+D+qWLHjTdzLpoFFJWv5AppqCpHCuM7VfVlUrxNUlOo0tPQMJPhds6mPCnuApWMNK6uvVx8QtADBqMZFl1vZtF6jo21QCFqdBcRCcWQijEWXLDksyPRV48sqIOJK4/xzShhfMZ5YXOe3f28mEjX6hqM6V5ybOzCOPc1L0ZzpTL7+POpe3gJS4h2VT/HS2cOu65Hn17HtFw/hKcxh2S8+x8prv03zkBjutIXTyVk8neZHXiHaPNxyW//qFuyZaYSqUhdTfG9sp7stQk3xIlqmrGD85+8iEtIpve/7WGKD78e86eMA6G84fvIzT3Ee5629h3AkzsqZ16LHjPdHoOXkMm6b/Efhfesm72v/95tVQAhwAdPebmcp5feFENOBKzCExSNCiHOH1oI9Du9EtL7VXMLAzUKIO4FrMDLTzsYQHVaMDLPnCCF+K6X8zHt9fJN3xX/7c2byPmOKWhOT/3EsaW5Kvn7DsO2JUISelRsGN4wQQ2jJzTxhDCqAHjimFKCuG4L22NI3kJJsSsY0Q9ACoXWVqFleFLeD8NbD6H2pC6ft46aR0VKHvbeXWGUjOEe2wVnK8pDBiBHn6h+Mszye1Vh1OnBNKBtR0BoDqlhG5RLZeQQZS/4+E6A4bESPNNN4x70jj/v0yzRlF6HZHOS1Gq64EQyX1S0vH6AveX5r6x5kxrIlUHTqQF9bbzdaUxd9DxjhaDkLZ2P3uogmL0meNciSzDasMYnFkc/hYBqitxs10EF6bx1lBQosKkFVUxcGdGlcigWLVPbt0ak9klxcEAqq6kFLhHHt2MkpgT48oT5iVjuV193Kxh397D4QZMEUx4CgBWhr9rPvvs2MPv8UXLmD3gDa9IXEv/BdRk+wkVWRycHmHqamu7GoKlJKXny1jd3brCjF8ylXatm9bjtxr2Ogf9bZixn15RsBcJ0ym6pPfI94t4/88iLa6wy37LatlWROGLQAO90ugtlFKA3VqIf2M+7Qfia3vE7p9eeQtmAaTV2n0PXkawPtew43UPX4KmZ99kpWfWrkEENXdjrFxTkALPjaDWz8nnGv53/txhHbj0Rck1TWRslOUynJH9kd2uQDwbtNGPAeJBx4+wgh0jDcivOklCPURzNIxqj2YYja4zkwvBW3YiS8KQDOxii58vt3ONa7JpmA6vvA94UQucCZwCXJf1bg00KIp6SUq/9dczQZxn/kc2bywcEUtSYmJiPS8tOHiNYcJ4ewEDgnjiLzglNo+elDJxznuLVp3yop1BCrbaKrH99fXx2xWcTuROsPY/X5BjeGhxxTEdjGF2MtyyV2uBWtLwjxIWFaJzAmRKqbsJcVojjt6OHBRElYVfKuPwffK1uIH27Bffp0Aq/tMsaSciDG80RkdY98bSND5h71h/C0NzNx7xs0TJ5PemEa3v2D/RJ2OwGHg5z0Hnz9CqCwOLsZbzL78OL0VpoPtyN//UMSsSixaeOwelzoPf24SnLIdM2lVzEWt/MyoKOqF6TEbXUy9OvB/vILOLrakNd+itVONyV1+5i68zWaQzYSIWO+R17ciG3NShIzF5JYvIJ+X4RX7vwt4pa7sHldeEvymfXZq3jTNodsR4Ds0UbS0t7eILtf2Ubdbx7Glz+W9nkXQl4hibxC3LNUMsaqzDx1Kluv/A69mw9gHSKQLWlubCV5xLt9A4L2KL4jzYPXMRpl0uWnUfXLwQRb8apqau/4AxPu+TaeqWNSRG2gsYMXrvsOebMmcMkzP6Vr3xHKzpzPymu/ja+6CaEozPrsVQPtF37jZiZecxZCUUgvLzzhfT+KlpB84/ed7K+JoSjwlQ9nsWS2Cykl4lhPBJN/N/sxXGXfiWtkAHj3biPvjF9iuN1qQohsKeWIMRlCCDdw1K2ieaQ2b4WUslsI8XkGS5HclRSNre9kvHeCEEIBKoCCoQmipJSdwEPAQ0KI8zDq34JhtTVF7QeH/9TnzOQDwgkKMZqYmPwvkQiEafrh/Rz51M/ofXkzkSPDXYqP4hxfSum3PoJ3wVQs+VnHbfdOEE4b3gvnY59a9pZt+71ZOKJhihsPIo4nToXAOW8cMhglXtOWKmjfAtuoAvRIFP2YxIel3/4oseYuFIedWFUzkcpGPCtmkbZiLqV3fAxrSe7IA3qcKS/D86cSOHsxcoiIKZ8/Y8C9OmvObBRVYULtdm6aHmTZpseY2HGAvoqxdEyehu/Gi9hb30lvby+xYD2xYC0pVTekRNv0JnpBCdqMBRz0FtI7aSKrRp3Fc55l5I/LZ+oEFwJo64jT02e4MHstYRQxeM6JZReQOONSEk4j0WhT+VR6sotJDPkKkZ401MP7sT12L8rereDyoI8aDUDMH6L7QC2vfeoniMpdWLavS7kOVY++RsOqrfTUd6VsjyX1vVAUPBON94N/7baB/Zo/SPgYF2MA1WElc9xg5RJXQTbOmB97eupvJakliLZ2EjkyQsIxoGNnFa/d9lOmfeQiuvYcwZd0s5e6Tv2rqaFbGaOLUwRtIKTzswd6+NIvO1i9bXhIVl1LnP01xgnqOrywPsB3/9zFRV9s5va7OwiGzUojHxSSSZ7+8Q67//3dJIl6lxx1tbEA156g3bUMrmK9Y5EnpXwEIzYXDFfQn5yg+fvBH4BqYFVSqI/Ea8DRh8txzL63U7LI5D0mmeTpHT9n71OSKJP/IExLrYmJCQDtf3l2oGxP88E6si9dSvSYmELnpDLUdA+h/bUcuvY7oKp4F07G355MdjmSS/HbxDl3HGqWl+hzb53voT89jzS/cexhtq2jbsUJHf8zm7FPOX5CoqEoaS68i6cR2lVNaPdhqq74BgzJgKtmeOi4/wWiR+OIBdDrJ/DKdgCs6R7ST5tJ14OvDO6XYB2VR++152JZuQHbkUZiFcUEzjnFcGHOTSfH30sChbqsJURO7wAtTnNeESJDctWKNLr++hzBbUZN3vTOHno+/SESeVlGoJgqsVgsuNxpbA9aWOboQUVnQ08e8dMvQmbmUNS3h5K+3YQJYJe9BEnn4JEQLqeCBAJhC4caVWaOC2K3SlISrqZnItMHLaRIydgPLyPqdrP7QBA0Dfurg0mVlPZW9PERRNsxRh8pGR2vp9OjETxcTfdzG4m1dBCsqjOu7fZ1aAuXIUsqsAZ7GVWcCajEev10rdkBgM1hY+rkUtb9+B+0PrUaPRJNOUTJ2dNIG1dA8bQ57PnLMyTCMbr2HWHX7x7H4naiWFR0bXBho/v5tVz/8q/468sbCHf5hr0fAk0d1Ly0kTVf/FXK9rSygmFth3L/832s2WYkMzvUGGNCmY3i3EEX4+wMFbtNEI0NPi9b9huu+vtrYjz3ZoAPnZV2wmOY/Ev5HYaL7dsxo0v+jS64wOPAT4FM4LtCiJeklHVDGwghZiTbgJGF9fF3eczPAXsxXHw/LIT447Fldd5HXgQ+AdiB72KUKzqWyxk06Ow4Zt/RD5PjCWKT95//xOfM5AOCKWpNTEwA0HqGeKbpEsf4USki1T13ItHaViNT8FHhmkgQ2F6V0u9kULxOLKNyie0fnnVY6/ChhyIj9BqOkyiaasWSGCHmdYjlVveHsBfnE7EfOX587JC2fa9s5WiGpWPLAyV8ARK+IQvCMjVuONrVg21KKRk3LMf/0g4SHT5K7vgoGctms27dfsJXnjl8quUFVLYU0RF3ENFAZg1aept8gpaoA8sx10SNxUkACV3S2xdDWHKJyXQawvD3pixuvCyP9mebkZlWFF2juM9ItKSgU+rbQY+73Dh2JIL1vj+gNNaQmDGf2OcvJ5ZwpJospCS39QgJbxqxtHQm50XJWjie+RGNvhc3MXb3VlwejdZxo6hs6WLSFUvx+o5QU5xFX7AfEgnQdSrOXcz4z51BWnwWB2+9F9/rB4xrOnkm8YuvBy2O9ZE/o/i6IdDP+g0XED3lHGR3Jxa/jjU9DddFF7HvcIIZFy6h55k1DJW0jhwvoVYf6aNKefWWu4ZdZy04PDmZVtcCWoKbKh/m8bM+S+euQwMLEQAWr4u+ps6Umrk508cy45ZLk5dGsmN/gPo9TYSfepxMh8ayn3+env5B4azr0OfX8YbbOPzEGjLGlDDmotP47idyeO7NALkZKiX5FvYeGXQ9V0w/qg8Uk1Ys3X9g1dovAb94G92+NGnF0v3v9thCiJlvs0unlLJZStknhPgi8DcgD9glhPgxsDHZ7mzgMxgiLg7cIKWMjjjiSSKlrBJC3A18KbnpN0KIuSeo8/le8hywG5gBfEkIMQHD8tcAZAErGMyOXM+gq/RR2oEJwFlCiAuBTmCvlPJE2W9N3kMWVSzcv7F209t+zhZVLHzXz5nJfz6mqDUxMQEg+8rlBLYdRA9F8MybhDU7LUWkBrdXjRh/+nZq0wqvE+kPo/vDhqC1qKClugPHqk4+pCu7qRZNOYmPMQl9z6xPFajHsypL4F38/rLPKAMhULO8eM6cSWjVXphYzobNh4gPGTYUtdLnhynBWrKifjJbfbRHyogUT0BRBjQ1AC6nyqEl57AxbwX2UIBliUNMv2gRW3e2sHVfCC2RhcdjRdN14lpSDQnBaQdf44XRZzPJ28fY6VOJhsO01NQRdWUPjB1/+Xmsu41au8qalVSNnYg2eU7qSQlBZ+EYzks/Qr7HsIxXv9DOG9+6hwlOgavASJhUmJPJhK/eROZZo1mzq5C2j00x+gf9eJ/8M23bKsncdwDbhDwiSVdjqSjErv8MOAzX7Pg1t+D48e3I9EyCK64ERQVXBpZbv8TYU41kWofWH6AqrrP8rttYec23BqYZ6fIT6fKTlZ/HZfd+hWggzIZfPUFvrRHWJxQFqafe21BbN/eUXsjcL17Ltev/RKijl6Y3d7Hnxc3EJTgqiqnbUZXSp2tPNfeOv5Kz7/0G3WPms3ZLH+CGhVfQ/qMvk4j/nEvv/Ba7D0cJRyVzJtopS4vw4NxbCCaTn53+yy8w81OXMy2ZjVpLSPYcjrK1MsKkChsXnvZOK1uYvF9MWrH0lwdWrQX4OSe2JEkMQfvL9+jQb7d25a+BzwNIKe8TQmRiWGPTgR+O0L4XuEZK+ca7meQQvodRGqgAo7btJ4A/vkdjH5dkwqvLMVyMy4ELkv+OpQE4T0p57OrpSmAJkAY8m9y2AjPu9l/KooqFv9xYuwlO8jlbVLHwvXrOTP7DMdeCTUxMAHBPG8OER77PuPu/Rdldn8I1YxyuGWMBEA7b23MGOg4yeMxvCO0k4lvfImmORT+5qhApglaMLGiF7V2u8ykiZb7W/CzG3HM7dR39RIdYiLNyCthT7UD64uR5BZacNNzTRrEoYuS5WLE4k6njXRTkWJhir2Pf3/7BusOQUK2EvJm8kLGADTvDVDe5kEo6qi0TVbUza3wQr0tj+kQ3hbk2drtGI5D0xB0oDjf2ln5yd3XSwoTBOUdSrZcVmT4y7IaxxjK0GpMQhNTBmOBYUxOyrQX9mIWObouVf77ax75Dg3WE1d1b0HZsI9zpo/lhI5624NpTBsbFZh8cIPm3tNkNQZvEUjYYY+3Ys4HwHV+j53ATjiElqABsXiezP3IuNo8Tb0EWs28+Z2Dfsp9/FmdupnGfhphCtVCUTT/4G5t+8Dde/9KvefGG79L8z5eI9/TR8JO/0faUkWna4h08fz2useYLv6S5dcj1c7rR8woJNHcwdYydv32nkHu+ns8dn8iht7JmQNAC1L26ma7KGh6YfzN/GXsZh/75El+9MZvHf1zM92/NxWk3v54/iCSF6jQMd8djY/gCye3T3kNB+66RUv4SmAncC9QCMYxMsTsxBOg4KeXLxx3g7R+vH/jakE13CiGyj9f+vURKeQSYDnwVI6a4F6N0UHfy9ZeByVLKkZIK/RzDbbke4xq1MZhAy+RfSFKovuVzZgpak6GYlloTE5MBVK8L1esCQKgKFT//LJG6VqzZ6fSv30PLzwYzHVsLsom3Df5It2SnoXWPmFxzkHcSbytlijsogGP8KKLNHcNF8tsZcwQcE8uJ1jQjo3HUdDeKw0as6W3UHdUl4a2Hcc4fj1BVMudNx5LuoaO7laPleqWEzh4dKcGhpApyxWknM83C5HEu5k33Uv3yGup2bCBi9UCaBH1QMG/fG0jR+7puJIyeUhHGneZi/fY+mooM8doac7Ovx0PZ6t0ICRHXYKymtuQcbPu3ITva8cycQNbSWYzTutnfkUGf4sWXdKP19HWR1boH5lSgSzjonkTk9h9zUIB7zcN4VeiZOQtrcR5d+45ZaNAMQW/1Oonva6XruUNkX7ACe8VUEv4o/flR6lvtoGlYn3nAuBadbYxLC3C434PdJqgoUgBJvL2T/tfWAlD1yKsEz7icuCcL+z//iAgFEEIghqzAiCH1lXtrmon09CXfh0Pc03MK0EsrqNtVT/tLrw+2f3VTyntF86cuAES6+1GffwRmGK7IorsDtb2JvDPOZPuvHmbKDedRkm9c6+zJFThzMgbidkuXzGL1Z39B5+7DALx6y12MPu8UHFlmHO0HnaRL8W0HVq39KkZdVi+GSKx8r5JCSSmXvRfjDBlvH/Cxf9U8pJT3A/ePsP0O4I636DuSdfXYNuUn2OfHSFL1thJVSSkTybmdcH4m/xqSLsW3bazdNOw5e6+SQkkp7wPuG2F7HSexlC+lvAm46Tj7yt/F1EzeAaaoNTExOS7CouIcWwJA5nmLaPnFPweEacIfIueaMwlsr8IzezzBqoa3FrXvlGM0aOTQ8FjckVBcDrCqZJ69AMVmpfOhVxAWCzI2clxt5HATnplj8W/ah9bVB0LgnjWeaF0rzikVqGkefC9sGLHvUULrK7E6XJR88yaEEMS7+2ioh8IiBZtVp6nDzrxZTiBMbTiNiW4fWdYoif4Q2pFWztGewX7RDeB0o0VihCqK6Fo+j3wlSP8BG+GGwTKSk8a6qDxsWETHlhgCv6bFTsf+GIahYcglTEgw/sPr66A7v9zYkZGF9Xt3MS6nl4TTg7RI7PEAs7L9uGeW8dgLnWgazFiQz9ots4m1pBFXrESsFig0MqtsuPqL5Gx7lkynRrnbgc0qiMWNm+ZxKaz4xmVURQ4x+rpl2DLcHPjjSvb/fiUlKybhLM5F9PWQef8rhBtaEIkEtuI89J4+mj76CZweL0t/eAttj1XSVdVI797D6GHjXC2nLEXzjMZx93cGrP7R/hC7HnyN6VefTjQQYuf9gwaoXb95bNj90ovLiH7mO2B3UBcO4tx9BFqS2ZBPUO5p4LrW1XDdt/Po7YuTHdWorF/CnnuMpFmV/3iR67b8FUVVceZk8KG1f6TqsddIH13MxKvPpOrxQa9GXUuQiJ+c18GxHKyL0tGTYM4kB067YO2OMIGwzvK5LtxO0+L7fpEUsG+d0c7ExOQdkxSw5nNm8paYotbExOSkEIpC5rmL6F1piLrM8xdTcMsldDzwEp33vZBSlmawkxhRGCguxwmTQamZXmRcQw8MT+zzdkhfPofiLw9WsnDPm0TdF+5OaaNLSZ8/iNViwQP4N+4b3Ckl7tkTqPjl5wDQfH4Cm/ejdfed8LhHs0a3/OoRep5+g/lWK5sXXkJn4Wgyu5rJi1dz5XlLaWmPklFagLejkbov/QYSOsHWLjruW0nRZ6+i7LQFbG6pQSb9gNMmxwk3WlHiGoXd9UwvdlMXcmHJcWO1GNbfjt7BDLtHb0lRno1R40s5IK6nNpyNpqgILY5iU9El9IXt7G3LIxpXsCoJeuwaublOGjf3cVT/72uW9KXlJy/aMScsBIGnnicYCZOjRbj2y7ew60CADK+FBTPTUFVBwa8/S0d1Lc2rdtLw/CbKLp6D02uFfh82rZtYSysikSD7wqXknH8aVbf+wBg74Gfd7XeTGBK7rVgtjLv8dOTksYT/+TD+Y9zYg1qQ1350P72VJ47PtrjtZN/2MersycoeTjfauKlkiAiBtu6BOsknovychaSHuxg1qRghvKzabLx/wp4cGhoChNp78RQZMccZY0tY8PWbBvou+dGnePbKrxPtCzL/azew4Y4/03u4kWkfvYhJ15z1lscGeGVTkF8/3AtAWYGFKZkB6n/zF1QtytrzP8RPfjofRXkPYgdMTExMTEw+wJii1sTEZBix1m5izZ04J5ejugZL+RV9+VrSz5iHjGv0rdlO9cfvInJ45BqfwHEtXWqG+4SiNhGJQvitE1DZywuI1rWNvFMR5F57FrHWLsIH6nFOKqPlZ/9MycAkpWTXwVq6fX4AJo8poTgvO2UM//o9+NZuxzN3AnnXnYvWe2JrtHVMAe7zZ9P8wLP4njbyrijxOLO3rqSlZCKldfvoWBNn8pUrGFduxGj6mxMpAioe1/AfqKZP8RJuySRu13CWalgVQUFXA/NWPYwAAm8qWFbcQH8onf21LqZXhHDYJJGYSJ6fERc7Y3yC7t4+GkQBmtWw3ElSNVs0bmyP6yrV4UyqG4BECOtjf0VpOEJgwTJYeu7wE5YSy3MPI5KxuZX3rWTpXbdx3rLB6/jA9T+j46XXUUpGUXqaEadtcRkW55jioCtrDIlFEta+htbThyUr3fClTk4wcUwyMj2u0bh6G9EXN1AwrwL/kH3pBRlkTCwi3Oo74X2yuO1MuGkJJefPpm51cpFC1xHN9RTMn0z1U2uP29eRn8mSOz9JpMfPxu/+hTe/9jvGXrqMCx76HqXLZrPbMYVDi68HoVC6w8INRSOPU7JkFp9sfYFEXGP9N+9h31+fA6Bl/R7yZo4je1LFCc8B4I2dg7HL9W0aeffcRWGLUfop+tfD9H7rKbIzrMfrbmJiYmJi8l+BKWpNTExSCOw8RP1Xf4+MxbGPymf077+C6jHElxACz6zxtP7+SXwvbnrrwY5aao+x2Mb7Q1jzMol39I7YTVEVrOMKiNV3IWPHd8m0lxUeX9Tqkp4XN9Hz+Gr0cNRIdnVM5lsxuYLuTXsGXje1dQ+IWsf4UrReP7GuXtKvOhVhs9K1aiNCVZHHSU5lzc8i/ZLFyEQCYVEZmsbYHglRUZ0si5idRnNnH3a7ldycNNyzxhPJT2PPa9tRsr2cUZZFZ2U9T3aMJiZVQIWQICfbTbxtJxGnB2s8hkWLkd3ZSH9mPpGYioi4uemKYp59rZuWDkMIagno9YWSt+PtxTSLtmYsm19HL60gsWh5cqvEahFDSvdKRH8P8eUXINMy0NevomXDXqxeF74jTbRUtdH56NNGWHSlj46yElzjyujYfISSC+ZwoPBsotY0uHg2lswCMmd6aPrNP9/SShrq6EV12UmfOopETCPc6sM7ugT/9moO/mk1ifig9TatopD+ZAZkAKvXweRbz2LSZedSODGdeCzBpse3IvfsYM7NS9jykweGHS9n7mhsY0dRU34BkbxCGsu8hB7+AfFkmaDqp16nc081p//qC9xzeyMkjEWCx1YHuO68dNTjWEuFomCx2wi0DMZuS10n2Nr9lqI2rkm8rkH3YrsV7H0dg69DPtxqHKNkqImJiYmJyX8vpqg1MTFJwffSpoGY02hDO8Fdh0g7dUZKG63nxO63A9gtOCaXoXidhLdXI5PuxCKhH1fQglH31eJ1ok4sIrS3AWtRLlLT0NpT+1gyPDgnlhE+WI+wqMhj3FC7/vHiwN/Hlh6ylOQQ3nsEi6oghMBht+F2JbPwqiqRw00DQrzvkXVITcNSkIlz5lhCWw+mjBW3WKk87UL6x0zkAlGNhQSK04b7jBkEXxmsxmEryUO47HRdfyGdNYaLcllpDhmJEPsO19IXCFExdzyqRaE/aksKWgP3AR+Vdiv2qQtoGD2DzK5mRldvJyvcRm9TFWXTsnHmeDhcXc+cKdkDohbAm+bF39fNmOIohxodg2V/3gJrWz0AiWnzh2QoFqS7Y3T5rMZihVCIX/kxSLrwJhafwerXKum+a+QcLYHeEPFb74RQgHCmnWh8SObjabPoeek++jfuSelTctYiLJdfScPt30HvG7TLqjkZ9Ids5F60BGGzU9vsILrxAFpo8Nyzp47m9F9/kcdXfHpgW3p5Mct/cPvA6xnTs5gx/WyMsp2w6w9PEusbzEOSPqmIjPEFVLlmIPMNs+uOfQEyA4PXUbGoOLLSUFSVvHwntS3GM5TpVY4raIcy87YrqH1pI/FAmOLTZlJ8zDOXiGu8eMMd1LywgaKF0zjnn3fy7ftDVNXHUBSoKLJQUWTj0PTzGL/REOXq8rNxJBO/HUtHr4bdKvC6FNM92cTExMTkPx5T1JqYmKRgK80bfKEo2IqGVzTIvmI5/k37jZjX48TNAriXTMUxeRS+v68aELQAMhwd3nhocVZFIKwqisvOhMfuxJKdTmBLJfXf+xskLWOK20nWxadhLy8ksL2K+q/89m2dp31CMVpbL3OnjMXlsKOqCjJ5HsJmSZljIpkAK9YXIjbC73+rFmfi+hdZnVbCK5F8zitqR+/pI1adrI9qt+A9ay6Z5y1GKSmiaWfNQN/u3gCZmdaB+qldVQ3EIzEybQoeNUYgYbjplkaa6bDnoPr9nPbaP7DHwmg2G13xg7g2v0Zw/g/ob4GstChtne2MHpWFx6VSUmBn5mQP1bUOVm3oJjEkgzJaHKVyFzIzG0aNTrmNXrfKuPPnsn9lDqKlfsjZStI9Gl19Q6x/Q0vyWG00h1w4GI7uSUObc6pxrz1p+OOQ4VXw+ZP3fefWYYI2Y1wJC++5g/V/fjFF0ALEGtpp+tPTRC9fQdEtVxL4ymeQ0dQkYN37anj6gi+lbBOqwiPLP0Xm2BKW/fzz2IYIPyklYy48jd1/eGJgW9+BFvqqWklcPS1lnFBLJ1a7lZypo5nzhWtJG1VA+4sbuU5v4+ncKYQjMS6Z5KO/QWXN539BsK2b+V+9nrEXLx12bYoXT+ejVY8RbOsma2IZisWCFo3x+hd/Tfv2A6RXFHP4ydcBaHx9Oy/+bhVV3UY9YV2HI00aR5o0Cs+4mB1jZ1GWLfnqd+aPcBfgL0/7eOr1QdF++hwXX/pwJuItymeZmJiYmJh8UDFFrYmJSQq5HzoTGU8QrW0h48z5OEYX0f3EGoK7DuOZO4msi0/DNbGMCf/8HvGefuJtPfhe3YwlK41wVSORmmY8sycQ7/ShOA1BpgdHELFDEA7bgCVVOK04xuQjrCqxtj5Ut5Oqq76J1ukDIOO8RaQvmYm9vDDZWRCtazmpc1M8DsMKXJiFfWIJoXWVeN2DtUeFEGBRUdwOEiMJbxiWifko9lgYT6CHdnsxyvxFZEV82K0ubKX5RMN+NH+AQNURrL5+HA43kYghvjLSXWRWFDLrM1fy+nceor+ti5ce3cvMDy9hWUkLzRE3bqtGOGqn/PB28pursccMYW+JxcibM4nA5fOobPEAUNvqwGlPEI5G+OyNxXjcKs1tUXYdjNM9VIiGg9h/+nWU3i4kELvp88gZQ0WQZOGKMez8xs+hzwe6jmqBktwYmV6dE1U7kMrIlmAlFEBpbSQxdrJxvdubmUMn+vxTWffZH6NuXz+sj7c4jyynpO1nvzvu8UKHGvDvPTJM0B5FO+Zedu4yyui0rN+D1ePi9F98fmDfKx//IZVDLPwD6BLPllfoLyhB5hZi2fAaSsMREsDFT/4ExWph9c3fZ/dDL2PLcHHGDachVAV9F6xf8yo1K41ze+H67/Kx6idw5WUOO4QzJwNnToYxx65+1v/wPmr/8gyq20kgoqG6nSSSizppIoJFHV7qucuX4B93z6O6MUY0pqe4JwP4Q3qKoAVYsz3E8nkuZk8caSnCxMTExMTkg48pak1MTFIQFpX8m88feN23Zjutv3kcgP43d2PJzSBt8bSBmraOsgK0eJSWH/4DGYpizcuk8NNXIBxW6r91D5aibJwLJxBau2/4wRRB5kWnYh2VR8fvnoKEjgzHidZ2EtU7sJUW0H7fygFBC9C/didZ559C9cd+hB4I4z11BqFkrc+3QslLJ+3KUxEuO/GazuEiSEDZjz5JvK2blp//09iU4UJ1OtBaexBWC/I4ZVdCngz603KY5PDh/79/Eq8opOjzVyPsVoLPvjbQTuvxMfuMqbS09WKzWigqNMTN9Jsvx7lkKW9sCxOOqthyurHGfZQ7DAHS2NnL1F3rhh13h3c+Lf7RKdvCURVFAatVcKA6xFOvdA2/FnXVKL1dR08b6wuPYj91If1Jq6k/qKNLuOH8DB79yVaiNYdg/iL8b2yic9XrWLLySL/penpjbnQ9KZy62rD/8S5Ebxe6y43QdYiEEYBit1G0cCqNT/0dpaUB6fZg2bwWzy9uY8rcLPqnpFO5PXWOqs3KtI9exCsf+d5xyzABpGd6aPre74+7/0T4mzp45RM/ourR14aJ35S52G1c+LvP8dQFX0IfoiRHn38K4Z4+HlvxaSI9hkXf6rYj1EExqQ+JwU5EY0T7AiOK2qNEIjH2H2gi0NZN35SFRD/0EYoLLUzO7OXwZ39Mzthiln32ArKbFF7cEKSqPkZv8r6VFVj5zE/a6fQlcNoFd306l7Glg2Wg7FaBwwbHeOOjqpiYmJiYmPzHYopaExOTExJt7Eh5HWtsBwbdMEMNLfQ8vw4ZMgRBvKMX3+rt9K3aRuRQA+H99SgOK6gK3kXTCO49AlqC7CuWkXneYnq37yYRi+O9YB5aQzfxhs6BkjlCVeh+bHXK8YVFpfOhVwbK/fjX7caSkw6pnqnDUQRaTTu+xi7UNPeAS/FR1KIcbBecipxYTverg3Gw0hdC2m14z5qL/5Vtxx2+7ENLuDGjCanFiU0uwvfsZiw56RR8/GJsudnEOrsBcOTnYLWq5OWm47Bbifb6UYSgqqqZ3ro2xnmcJOxxqu58mImfvACb10mr34njUE3K8doLKmiomE5rxmhAkN9SzehD2wi509g/YwXTZ2VjtykcOBIcecJeb+p1DfTR19uFsGQNbNu2109x3Rb4229RFp9BorSc0D1/RkiJlUO4S+wU3fgh9h1xoesJ7P/8I0q38X4RoSCRb9+NtDlQOlpQdmyged0qzr3v2+y//3m69+6i7JLFTLrOiGNd9vPPUfn3FwaO7crL5Izf387z134b/QSCFqDljZ0n3J87c9yAdRZAWBSkpmNx2NETCfbfv/L4nRWBIz+LmR+9iFGnz+Xcv9/Ba5/6CVGfH09JHst/+2V2/OrhAUELEGz1EW7vw5mfDqpK+bLF1Dy2CS0cZfL155I5rvSE843FE0gpkaefxbbcUmSLwp4WEHPhgtfvoWyUERKgqhHOWezm01dlDFhfs9IU/vy0MZdwVLJ6a3BA1PqDOi9uCJDuUYn0pJp4Q+G3Ll9kYmJiYmLyQcUUtSYmJick/fTZdD++hkR/EDXTS9qSWQP74t199G/Zh5qemoxG9TqJHGpINtLQ4xpFX7mW9r88h+4PkXfDOeTddD6x3r4BwWKrKMA9dyJt3/n7wDiR6sYBl2F0w+830RckWj8k47Ei8MybhO/lLcOyGw/FPqUM+4QS/Cu3DhO0jC6m4/oL0FWVhu3ViN4IOUP3+5tI1O7GkpaG1j+yhS246yDOUycZ51Kej21MIYneAFowTGOrJGHPoijHjh6FrduqCUXi6IEgB275AR6Pi/Jf3Y4sygVNo/+fa2h5fRcNxQtQF55CRFMZm1dBVpfhZt3vzWbrKZehWnSQAkeon7kbnkbVDaHiCvYza9GFQBbdvcfJ1FxeikzLQPT7ANDHTkaXNoYa7JraokyqKEKmZZCYPAvR70MMzWLd6cPj1LHbJIFAAB1tsL8QSEUFtwe9Yjzqmy8jEwm8RTlc8eKvCXf3odqsKBbja8ie5mbUink0rNoKwISrz2TbLx56S0F7MoxaPoexFy9l688eQAtGkJqOZ1wZgcP11D4/3OXZ6nYSD4axFWQTa+sm0trN1p8/iLPYS83K9UhhvM8CTR3sv28laaMKUvpLXXL48e20nXcTcuZifnrdGMacdxpRX4D0iuPU90miRWPYpY5HJjj0wl5kWdnAvrZeFYfDEKh/esrHM2sNIVteaOHyFV5On+PiwZdS39tv7ArzkYszsKiCb/yhkyNNI1/PPz3dx4RyO1lppsnWxMTExOQ/D1PUmpiYnBB7aT6Fn7+aSHUjWReehq3QKHmTCISp+dRP0ZGkXb4YS0k2ic5+1DQ3mWctoPXXj6a49/Y89QaJXsOc2nHfC2SctxhrVhqqx0UiYJSccRbl4541geD2ZHZhRUHvD3MssaZB67Fn4ZQTlhdSsr2oGW7U3DQS/vCwJFXOSeXoFy9DP+p/qShQnI2+XUHRdVS3n7xznkW1RpEJhc415xDtLQShIJJuqBLoUr0Mtb8Ji4rvzZ207q0lcP35SIcNf18E5/pdhM5caBzK4yb73FNxxzWkM5lsyWIhY+woEAI9phHXjI/phjffJNJRh91qpTVTQ1ctR3U+jkhwQNAC5HbUo9U2w4JJ9PYNFzGqIplYHuXQV76D9spLSIcTbcVFKBarUa5IqLjtAqvUeKE+F+27v0GiIjWNxJhJqEcOoDjt5Fy6nFhcEI9LnEqA0d//HHrlAVr+8hSRecsgLcM4YDSC0tZEwSkzKVw0jQ3f/Qubf3gfitXCGX+4neD0U6mu85N9+9c558Y92D1ORp9/Co+uuC1l3hJITJyO5eCeY08phdLlc2lcPWhVr1m5gblf/jBacLA2cuBIw7B+EoE+fgqn3XsHJaqP1777VzrbNgBQtGwSXYcOkzYuD2dhGlV/XYtM6DgyvUz/xCWEOnpo23qAUecv4Qc184xYVyGYmBShjsw0HJlpJ5x33Subef6abxIPhHFkp9Mx4SIoTYCiogjJabM95OelA/Dypn4OtdSTkDqRWAk/f0CjrStBVV2qX3Fvv87e6igTymzHFbQAHT0Jvv7bTkryLSQScNZCN4unO4/b3sTExMTE5IOEKWpNTExOSMcDL9Hxl+cACO48xOjffAlhUYnUthBPltjpvfdVSApYrdNHYPtBCj9zBS0/fxikxDltDIol1QLU/8YOos0tqE4H7gVTsRfmYs/LoezOW+h9YQPxnj66Hk91PR6JvU++TkVBzrDtaafPxjmpnK6HXyV+pI34kTasYwtTsjW7Zo4n2tBG5L7n4ZbLBwIL3eEwuz78USZWbSI9bSOq1RDCQtVxT+7BP+5W7Pc+PXiNcnLYXn46S8Ot5DmipOem0V3VDLpOYu5UZFLYSJeD2JiSlHlqvf0Emjvw6rohqAHPqAJmvPR7gg1d1PX6iHuyUOqq6I4la8+WTkRgTFdLQF9GPh355eS11yEVBa0gB++iqQCMKrJT05gq5N3OBEpnK7lV22gtr0CbvcQ4P0CL97JwvJXFU40s2NWtGi9sN66LUrkDfdJMEmdcRMnUHAK52bTW2nD0tTFlthPVYYO8WTBzHocbHca1BrA7iH7620w8u4h4MMzmH94HgB7XePWWH1P6By+FFVlICW1FJSyYY9RnXfD1G3nygi8ihYLMLSB+0XXIvCLUu76MSBgiftSZ8xl97mK6K2sJtXcz4aozyJpUzgNzbxo4396qBlbdeheKRR2Mh9VTM35pc05BHzuZxPyl+BMOCuZPpPjCJXSt3oKMazgLBy30Vo8D1WEld9o4pn3sYhRVRXXYScTixHt6+cJ1Wdz/fD9up8Knr84Y9t48Huu+8QfiSbf6SHcfxQfX0jZxGZrdzRkT45x1yuCyyZ76g9R0GDHRXf09nDZpHnuqo0Riw70VGtvj/OqfvajKicv/NnVoNHUYlv3tByL84Wv5lOSbNW5NTExMTD74mKLWxMTkhPS/PhivGD5QT7yjF1tRDvbSfBSP04htPSbhUry9h6yLTsMzZyLxrj6cE8voX7uT4M5DA23afvskwqZiH5NPaF8dmRcuxXZGNorDRvZly0iEwvjX7yJam7TKJlO9Km4nenDQeltT14LbZiUvKz1lDqrLQfvvn0zZpjV0GoJWgHNyBYlwhERPP1Yg/b5niU0oxxWJMv6j5zM5N4fqI5n427PJq34cgaEGrKdfQbDLjk2ASOqideMPE1P9rOotwWFX+NzZObQkXaEtHT0pc9CPsdaFth/AGo6hPPEG2uQxFOS76SjORwCe8jzOWpTJhHFFPLf6VMK5OVjKR9GQNp14xBC086Z7OFAdpv1Dl2GNNaK7XWgeN6tqIK2zj+WLMymsDnLwSJhgKIHVKihyhDh020/Q/UFUIYjPOhWEIahVq5dZYwaz4I4ttGBVY+irXsD2jFH/VApBOxC/+MMklp6LI6cA1TEYu2u36TiaDhEpnTB4oi4XuTlWLHYVvWwMSv0RY6xEAm3HDqg4w9DAMsGOVTtwHqkne0oFSIhfdC2JZecNXsMxk1EP7TXeR1sq6dx1iHCnj7SyQlb89iu4C7JZ8dsvs+G7fyGcTDKmD1VzqgqJ1JhSy/b1sH09ekstkz/0fwAsuv4snEU59Nc0o1UfguR7INDQxaQPncXyu7+EYrFQ9dgqNn73LwA0r9vN2WOK+dt3zuF4JBI6qjo8Q7TVk2oZ9fY0kF+9geYpZ5JelMlTq/uJP/QMZR2H6PZPAIwxgtEwVj3ErAlpRGOSww2Dz6PdKvjHyj6SIe8IDIv30ApaI6FLqKqPUZJvpT+YoKFNo6zAitdtHLPXn2DLvgiFOSrTx5lZk01MTExM/r2YovYDjp5IoIUDqHYnqtX21h1MTN5jnBNGEaluAsCSk44l2xBlocpa9FBkWHtrfhZpS2YCYCvMwVaYM7D9WGQsQeRgC0gI7amj5acP4phYTt6Hz8Y7fzIVv/gCXU+sRkodpPELPFzZSGhX9cAY6bmZ7K6qI83jZPakMVgtKlJR6F07PHmQjCXjSyWE99ciGSxMY6tvJSPdzei7vzDQfsa0MphWRnx8OtFDT2EpWoQ66koSO2p47DLBpG1+GnLCrLU1s+jNx5giCyjMslAtC6CiEGpbse8/guvZtfROnUq8K0h6mXtwQtEYueddRtWkxZRndDImM46rKIuO/kG1cbR26Jhvfpz2zn5auqyE2gY/ui3hEGNGOfH3B9EKjQRCCtDYEKS7P8YbW/qYUAaXnpnFQ8/78Ad1Du1swO43RKiQEktXC1quYUGe6+3AGsuFZDmm/pBOPAG2pIg82gfA+swDJBYsJYKTnn6VrLQEUkKnz07WmkfpTCsnvuw8RCzGuGkOcrOKaOvR0Zaci+0fg3WFIzVNVN36Axyjiyn5zLUcenIb/k27EQ4HebMn0fnKk6h1h9HHTmLCzRcTzEjQfvQSagLp8iKUfvrrWzn85OvM/NTlTP/4JXhL83nm0q8idR1pteH+xtdQVAXtj7/DmeWhd2/tsPdIRstB8nOSLsMOGwvPN1zFH1n+KXx1jah2K4G6Tm7a//BAPHCguTNljGNfH0XXdfbub6SnN4BdFcyePQaLkDRu3I4QgtN//UWeufSrBIa418ec6diCvax68CC29Cw+W70ZFckFooOthQtx2Z14onV8xPUcPv81rNyaaoG2a35UVRLCSAwmgc9cnUEoLHnujQCxhI7NIujoHa5w4wmdnz3Qzevbw0gJ6R7Br76Yj8uh8IVfdNDZaywMfP6aTM5c4B7W38TExMTE5F+FKWo/wOhaHF/NPhKxCEJRSS+fjNXl+XdPy+R/jMLPXoWtKAet10/WJUtQ7MYP/r7V24e5cCKg7KefxpLhHTaOe9oYsi5ZQs9z61J9IIcMIWMa4T3V1N9eTcGnryDnitPJuepMaj7zUxL9IYRVResYTISjOx0sfeVPND/0DIlgmPSZU1i/N0p70Vgc4QCL1zyELT7oeqsDB6YtJa2/i9L6/YROmYlr815EQkfkpJF+7jyklkBYVKSUtP76Ufrf2IVzUhkl3/glqsuBA0hL8xCdNZHb5j7IGb8XXPhbBVhDp9vJ6Gnj6N+6jXU7DnD6bVfiKsjjdWUi/aFsykdH8OQMWtGUHYc5OPk0prh7mOT2QQy0Gj+lmbm0WBx4vC7KR+XiD2j0+Q3X47bu1MWtvlde4ED5mWSkqeRlxhECevpVev2DH+9V9SBoIRQ2LGqeCaPI+PqniTV20PfgYxTufYbY/BX4XVkUOqKE6+qwFxaCovDafitqOGpYRw/sTr2pipK08AqqGpx4nDpxTRCNK8z6xq3MnZ1HqKGDjg21TF9wBna7lf5AkMTsxSRWPYfaUo9jdDE9r2wEIHykkZgjneDKV1GTZsSu8ZOxJOIkdm9G3b2ZknluWgpzac0rIjFpBtp5V4LNgXJoH7Z7foyrMBt/Ywee4hwqzlnEla/9hkO/foQXJl1FZbuxwDLlhjuY+Midw96jAGWnz0l5HentZ80XfokWDZM9o4yuHXXM/NQVZIwuHmgz4eoz2PX7J+ivb8Vbmseka88eNm7E52fj31+CmUaN3mhCsvaeZ8mrrkbWdxBLs2FfPoOPVj3K/TOvx3e4EQmU7XyaHRd9m56CiQCsKjiVs9reZGpBKd35o4zbQBZtmo9n3kgwtH7wNOUAK2xb2BqfwnrmDmz/4xM+4prR8vTpgtV7hgtaIWDl+iA1TYOJxvoCkjd3hRlbah0QtACb9oZNUWtiYmJi8m/FFLUfYGIBH4mYYQmTeoKIr8MUtSb/chS7ldzrhv9Id44roe81I1MtAqy5meTddB6OUfkA6JEoiVAES2bagLWx6PNXU/i5q+j656v0vrgJa34moX01yGOLZgKdf3+RnCtOp+WXDxOrT7V8KeluvOfOQbgdNNd1MuqcZWiPvMCujW00TT6VGdtfIruzkbArDVvfYF8B1I6fi65aSKgW0qeNJXzaLEq2bscajRJYv4Po4Xpc08aRiCdIuATOZVMJvraL7sfXkHfDuQB090Q4x3I6adKLsv4BIFleKBgmGtNw2m14ijJp7G5l8tkzOcvfQ1c8gt0u6JMekBKhKFjrWmGqxKkYwkEPRel/fB2JngCFo4vIvfNWGlujPPFyDxluGFtiuPZG44YLqCURQbZW4fzni4QUG5WfuBVreSnd/VaGihsAJdSH4gtgy8siPcNOg1wMeZA9/zTky4/CS88iF1xAS3ou7TGd/c12nKpGb1xFd3pg+QXQ0wVI1KrdiFic+MXXgt2B6OlEWm0EMFzAM7MEZQsN0ecoL2LWlDEUJ5NGORurcH37G+h+I2mY5kutxRQ83GTUt02i9/lgSAbk2pc2UtdrIXb7j1OKq+rjpyLGT+Klm79HIhzDW5HPpS/9juJTZnBk7Q6qurIH2lb1Z3Ha9HH01RjZpIUiGH31Ilz5WSz80s0p8/n7rOsJthrlmCxuO1M/cy6n/t+tKW08hTncsPPv+I40kT66GJsnNRt4PK6x/vW9KElBe5TE5r1Yk2Pb/DF8mw7y2KgQV219gO5Nu0hEotz3mb+jWwfde494DCHb7BrMuKyj8pK2hGPv+Xilnmeiy6mTxSnb44MOC6zerQ/GPgOjClQa2gyL+1BBe5SCbJXSPCtuhyAYMVakJpSbXkQmJiYmJv9eTFH7AUa1OU742sTk30n2lcuNhFF1raQvn4tn1viBfc2/eoh4ZydCCBSPm/5Lr2bvoRA5WVaWLcwg99qzyL32LACiTR00//RBwgfqkbE4KAJ0iSUnnUgkTuiYOrkA7mXTsBQYiXtKo600vtqFe081tjEeymt2Mapu34hzPjR5MbpqwRKPouZlkRuJUNmfTUV00Job7+imb1U3SnYalqPlV1bMQB8ivKOaitWisVjOpbZsK33NuwBwOWzYMlx0aXHKLp+HYlGpXbMO6+TpaJ48evoTWDa/hiUeQpk4hehVyyn3RTncmcYYpw+xv55Ej1GmJVrTwsG/v8zuzGkkDrbQ7XQS6M7G4gV7tA9Hop+Svt00vLALGYyiALFf/5z+7/4+5ZwzLBHOSK9D7++h59lXsJ+6lOZxSwf2d2tZOF7cgNATyB2H2PGd34DdiO0M6UOSBAmBdtkNRr1foaDGYygJDfWp+1HfeBlhURn15VthxmSsFp1oKIetW6GrQ+J1Rlha2sSheD4NG/rRc4tR/UaGa62nfyDG1WKzUlJRQk1HB0pPJ9JiBaGg2KxGaR9FkD1nLLHMcdQpCkpNFdJuRxaXQyKBEuonETbuk7+2nee+eS+Lvv1pajbsp2TBEuq7jQzTZfmSM7/1VZw56fhqmrEXOnDmpQEJqp55mTkfv27gtI8KWgAtGCURjRIPhrHY7QPbpZQcfPhVug/UMeGqFRTOn5JyD9rafShDYr4TwTCBPYdh5yEoGBTbwZCNB1f2svtQlB/eZliML/1OkIOvtxHwFoCU1LlL+d6UzxK0DMbf2okQZfD7QSVBvujitcQp9MnhXhMpDBG0BaITh08DCjhWIB9l35EYp8xwcddncnl9e4jCHAvnLDKttCYmJiYm/15MUfsBxury4i0ZS7SvG4vTjSOrgEQsimKxIpThSUZMTP6VCEUh+/LTAZAJne4n1hBr78U5qZxYUwtKMuOvHgiy4/m9NDqL8ezfQe2b7WSOLSTr4uUoVgv2kjw8cyYSqWnCNWsUitVCrKMfZWw5W7ZXY5kxEe+RZoSUxD021FAMkTX4Q10Azro6AEYd2UVH4ZiUeVqy0yi47XIYXc5rayKo/iinrn6AtL4u4psFwbnn0u3JIDvuS+kX7enHZxfkFBWiprtxL55DuL0Pq9fB6FA/uxrjWPdvJVzfwvhbLkAPhChZNBlLRQH5QhBsbsNXacT+HuzPpztgiBpn1ulMbXse/cA+MidPwiWCtOzbyYGmKEW1zaTYvBI6oYOHyZ03nXBUwd8PhC1gT0fXrNgTQRLxIQmPolE8WpB4XBJ1Ghbh2d4uvHbAnsW8i05jjz8Hu5pASxifIUo0iEiWAxLhEITDA6J2GEnLaFnrQaZsfBEiYdZsNRYQpJbAPSEfW47xtdK4z0dXh3HO/rDK8xsjkB2GwtFw/W04fvhFRDw+8P6Zs2guGYkoqq8N57hR7K8WEApAJIQei2P1OJn17evImlpBAdDx3d8jNxs1ZuPnfwipKoiO1tT3qMPBpr1hEu1dXDDbz84mHRB8+PxchCooOWsGRfHJtGwbdKvWIhGklGjhCBanA3uGh6jPWGhQ7BZyJo7FkTkoUN/YEeKhR+qI7Qsz8c2V7L33WW7Y+Q/SywsH34OW1K/a7sdfQmntIP1zNxJ/aS3WPj8Jm4o1T+dS66s8dfgMwIiPnnn9mdx7uc43/9DB4UbDchq0ugcyeANGbLtrUNSeatmBisZqbeHI93EESkQrY9RGpssqxltLeT6+bMR2q7YGueWyDEYX2xhdbFpoTUxMTEw+GJii9t+MntDor68iHuoHIXBmFWDPMdzLrFaFRDRMPBxAT2jE+nvRIkEUq52MiimoNjuh7laivi4sTjeegvKTFruJWJRwdwsIBVduMYpqvhVM3jnt9z5H7/NvYslLw791L9bizJT9dj3Ggt4djA0btUGDu/qw5mSSvmwe0ZYOOu5biXNSMYrVeB/a8tLo6guQSOjI0nyk1YKIxbEEYgRK08hADiR5isd0lLpmwEiQVNB6JOXYWnc/rb98hPEPf4+br8ig8eXt0GeUQhFSUtx4gNdOvZSyUBOTQkdI1wwB05eI09vQhNXhIH/BPITDQSIaJ97Tj/r3R1iQn05DXMXzrU/gHFOKVY8j9TAhoeDQY7iLC+g/0oAejeG3ZB9NnEvYlklC2LAqCWbOqGDlWh8Hsg1rXXbrE9gYjBlOZHqZNLscu8uwJB9uctDlM/bFLS52Fl2Gclk+tsfuRUqwL56P9YHfMqcgm5bpc8lcWEZZ8nwA+krHU+8vRdUkDiVOHAuyqhIpBEJK9Kw8hK8HqcUhJx+QeK0xLBboDQ9aJuMOO/unLyOmWhG7qpDxOAhQ3XaklOhSUNV8jIXQmw7RCLY//gi17jByyGeVQJKeiKAmRXOm103s5s+D3Yn993eSMbGI3PljEYqO1CWJaGxA0AJY1r1M6aLJNEXiRwckfVIJnVlTGKXEWfKHr7L5d08wZ2I5Uy46jdKSdDb/5l78zW3G+83rIeYPIIRC1pgxPHPNVxBWKJg/iavX/pHVn/sFeizOou99lNJTZg+407d3a/zsgR4SehqMOwVFizHl9XvorqwlvbwQLRKlds16ooEgqrQRd3iIN7WQlS2JzF/Bul4Vdd4S5nfuxmbTkKpCKe2UNmxCixZhScave1wKn7w8g6/+uI643UNa2yHCmYXE7cY1jrsyGL33OfqnnUKR2sk05SAvaMuwqAItNcnzIPEoWAfvaZMspEkrpFXP5XzbG9jjMaIMF63BsOThV/r50FlpQ7ZpPL+xmcJsJ0tm5B3ngCYmJiYmJu8fppL5F1Nb10Fzaw8up50pk0vQetsMQQsgJTv39bGuugkh4OzFLkoU48e6pg3GlOnxKOGeNmzeTIKtdcb+cADFYsOdV3LsIYchpaSvrnIgXjcRDZFeNum9PVGT/1o0n5+e59agh6Oknz4f57gywgfrcE4tGVxUsdoQVoEMRSHNw7T+g7hkaq1UPWy8/wLb9yPsVoR98ONISomaVG/2I40oyZhKARSOKiP88i4SoTD28UXEqtuGzdE5cyx6X5BorWG5S/hDaL4A7nQ3mVonPptlIBNyX3oummKlwZJPY2YBRfEu0kL1OEJGZtwtHW6C261cvkjisgu0UBjHpCKEEGRVlNM7xqgdGles9CmGu25QSZCr95G+YD4hYaMoaqXOCN8kTe/FnWZn3HlnoKGy7/BgeaL9FQuhYCZufy+TKtdhKSvC7hq8LlneOF0+68C1yM2xYbtwEY4LZpHhjmL1OAl0BFnbnEVOjiDHGyYQsOOJR9Ek7AkbgiOhC9AFCUUgsnJIzFxIToEVISShJ35HsHQK6nkXMX28TpYHvEUFbKuEug6Jx5WgaGIOR5pL6PVbUT7xVVwv/5PRi4tg4+vo6RnEZp5KXDtmgS3Qj7p/B2rdYWP+uj6wMKHNW0JXSc7AgkRLxRSypoyluMCO13MNofr91D25jcN/f4P08UXM+9HHsGSno3X3AVA8o4LssjyaBt5A0FfZhFr5A9rusRF88HvMvuk8alauJ7S/GiaVEWgddGuP+vwc+NMqdE1n790vIZNKMBGJUTBzKle+fDdgJI3a+ZvHsGd4mPThc+gL6ik5z2LuTDzFuRTON2JnK594no69B1MugwVAUegOGh0TFgs9aRnkx43ST9EYTNr4DxTLlQN9nn0jwI6DEc6ZqpH40x1E03Ppn/9xthprRIzVaznNU4nL42CHLOOJ0Nm0yjxUBW66wMt9z6fGLQMpgnYozXo+fukidoKfB3uro3zIiB4gruks//xrbKsy5v+L22bzuSsnHrevyckhhHgdWPpW7Y5DppTSd8x4U4EvAsuBQqAX2APcBzwspRyxwNNJzkMHIkAHsBd4DHhASilP2Ot9RAhRB5QBL0spj19fy+R/GiHETcDfki9vllLe9z4dZylwNcazVAi4gE6gBngReEhK2fB+HPt/CVPU/gvp7w9R12AkremLh6itbafQlVoSxWPXWDq+m+316azZEub643iPKaoFXUtNrnPs6+Oi6wOCFkALB0/Q2OQ/iUQwTOcDL6OHImRftQJ7ce57fozup1cRqTY+ezsfWknJ1z6Ga1oFkSN1A22c40qJBkKo6S60+o5hghabFedMo4apJSMN1/TSASutlJJoTQcuYSE70EusuZGwEAPultHqZuLtxg/o8PYjaFnpJMaXYT9UPzi+XcVSkTcgaoXNipLmQvMHUBw20i5fTGRvPTI/h/CMxczavoO8vTvImT2azI9dyK57txEDYooDfcx4ygp1Wrta0XRBvyZQl55K7qZtyNjIz5wuVLLGjqOgtGDgnPYfDuHrj7P/sIVNtkvRI16WWAUet0ogaIiozowiZIYwvvIUwWl9fRxyuwbCHgPhwcRI5UURxo1S8QdiaAkFi+okGhfU+rPBaqWrL5lYuiQbLZqg9tH1BHMtUDoWgMwsG12Nvdh/fyciEsYH5F9zLtaf/ghfm4M4sK0NJpUL7G0K00bHKcgb/KxI9yTo9VvRx04mLfdKHH1JF94+H10r34SKM8A5mDDJa48RsqcKKWXhKThcKtG5S2maNo20aCOTpmYxdda4gTbtOdN47bMvEUlmve471MLOux4m3OMnbHUSLy3l5r99g+bV2+Gep4bdi0Qkxtrbf4O/vg19iNmyYNZUWrfvAaBnfyOJSHxYX39d54C1VE8keOzMz9C11xDe7TuqKJg/hdOq97MrbQ6xotFcvsLLit/9GWdOhnG/2pKf97oLj4igCkM3CKuFmbMqqFnXAlYL1TKPaFUtvjHzmMRBLvzHHSiqSiCk89Trfh5+5agozWDJF3/MGzvD0ABTSiSTetdSotUjJhVQdkoZWxqn01qZXLDU4e8rj/aVjFfqcIgoBxOjiY1ghQXIEP08ETsLyfG9fmZPdPD69iB/fKKPQCQ4IGgBHlldb4raDxhCiI8DvwOGBMmTD5yZ/PcxIcTlUsred3gIBeNHenny34XATUKI86WUw+u+mZj8jyCEyATuBS4dYXdJ8t8S4NtCiB9KKX/wr5zffxumqP0XoGtxYv5ejhpbFSFxW+JkxpuI9aUuZJZkGT+SC9JjbGvMwZ6eQzTpKnkUYbERC/qxaHFUh4tEJASKioiqBGsacJYUotisHA+hqti8mcT8xveXPT3nPTxbk38nzT9+gP43dgHg37Sf8Q/egbCoJ+50AhLBEJ0PPE+stRPX9AlkX7KCRCA0sF/GNQI7D5B++hxirW1GbJ8QeGZNJKeilI77XyB0qBFbQUbqwJpG6EgDjsI87KMKUT0uZNR47wshyLnuLCLV9WibdmFx2XBOKUbrDpD/8UvpuPf5wXF0ifWbH6HXF8L94jpcew9jyXTjnDMWYbMQa+wkfrgFGYtz+Kpv4Sw7QPq8VqSrnLbLvk5Tn4Wv37+HiuI0Xn30DhIJ6O4O07L2CD2WNJwfuYYFSw1hFg9l0l/fDwISDgcHVRcNX/0do/76C5yZduJxgcdliBYlGEZfvZPEZUtRvS6EEEwd7+aZR/aQfngfdsXOm5smMK5I4dyalwltrgRdpzV/NLvmn4euWqgdO5tmv2CyJun1RQnHFDp6jedaVSQ56XG0hKF2LSpE44I91a6BWFmA7j4rOyMKmqagzb4Ayz9+i0PXuOKx77G/NkbPjgOIyKClOFTdQKx3SKymDpEoWC2ScEhS0t+F3+6kyx+n5+UqlLRR6BXjB5IzDbxv3nwDx31PEr3mVuSsheRmxEh480g4C9FqDqEe3IMl00ti6wbCCQmvv0n2Fz7CnB/chKqkJijKGjcaxzElorq3HsIKWONhbGoQX2ML4y84lcaxpXT39NPR05fSPhRXSST0gdRHbZsrWfKTTxPvj7L1rgcINKR+xh6lYN4UCufMoO71DRx56Y0BQQtw+Mk17P7jk9iBxc4XuHz9fRRPSTVoFc6exgPP91Krl3CtfeXAdpvLSY5bkvPQA4SdHkRzK28suJmgNpWZniOMWj6XQEjne9fcT6i7H+ZePtB316HBBaLu5i4s1iDPacsQ3V3M/uUzLLnBxW5LCUdLMh+tunWqZQfzLEb88zT1MA/Fzh9RuDbLAhQFJpXZOFgfYyRbW11LjL89Z9Su1RJWbBYrseQX3Kzxw+tRm7xrZr3N9gOmeSHEGcA9GE4RPcAPga1ANvBh4DLgdOBB4Lx3OA8lOd6pwG3Jv5cDvwQ++TbnbmLyX4EQwgo8xaCnw7PAk8ARDM+GXIxn5haMZ+b7QgiHlPKb/4bp/ldgitr3GT2h0XtkL3qyVmZFTjp2rR/LW4S+eh06p4/rQCj5WD1ZxAODK+FSixEPxIgHwOrJIG3sOILVDfh3VwEQqmsiZ9nCE8bXpo0aT6y/F6Eo2LyZx21n8p9FuHrAAZN4ew+JQBhLxjsvA9X/xnaijYZ7b3BHJa7JY0hfMpeux14esJz2Pr/WaGy3YS8rQvG6sObnoDhs5F57FpFkEqcUdInW0UPoYC2dDz6fkvQmEYri37hrIG5RD8WIHGpFxhL0PPUGeR+7kOa7/oGMaeR95Hxyp1eQ29VPsLqE4Ka9aMEIwXX78Zw+HRkII4HIwmnoRQ7S0tajRKpwxavI685Dy/8cnzqviK1bWqh+fTdb6h00R92IhR/C9pvvUnzd2YBhNRTHiC09GkePxqk6oKFnZwOSnHSNaU3bcG3cSY/PT2T7AUbf/UV6egL4u324dr+IWzfUhoz72PXz9YzatYejyw4ljQfwZRdSM34eIIhpUHlEY3SJBV9Q4HbqOKw6hTkxLCq4XXbKSnOIRuPUNiXQEnFDiQ559iPRwUWNxOkXoqx5jvr9nTgyMsmcOoZAXhFKRwsIQfhIE5G/PwBXfxwwxLIzmX/I0teDR4vi0aIc/tXjxDdXYhOC2Ee+SMfkWbh6Y3ijHfib+/AdbEEA9kf/TMklpxEJR2nptICiEP/QJ4gD7gd/BXX1A++H6l/cyyON7Vzyy0/iyPSQiMSwup1YnQ7Ov+9OXrj+23TsPEykpx+Z9PktOWc6mZOKqX7mBfxjx1CSm0VxTia7DtbSlSwV5HE5mJyXxl7neMJVVaAIug/W0lvVgNXmThG0istB7iWnA4LOp1dDTBDq7KL6pTVIXWLP9hDtNmKUe+KOgXzDiXCENz/5fTr3VFO0eDoXPnInNq+LUUsXs+XZJhwyQlxasArj3kf7/Bx88gW8jgSB+nbql38EZ0kRZ9lX0126hM9+fR82YuSveoiEzUXzpNOJubOwWSA3U6U/6bqsubN5OngWEWmFzDL6ezSW/fpurl22kG5rBq/FFxNOzrJCGfxsyFN68BDCz8ifDboOB+pi5GcptPcM90pdvW1wIcSiWpg/djoNXS04rDY+eu6UYe1N3h1Syl3vovsvMQStH5grpawdsu8pIcTdwGeAc4UQy6WUq9/FPF4VQvwV2IxhCf6YEOL7UsqWdzF/E5P/VG5kUNB+XEr5lxHavJh8BtcAk4D/E0I8JKWs/FdN8r8JM4Xu+4iUklBn04CgBRCRvrcUtEOJ9LanCNpjiQf7sDhcxDoG22j9ARLhE3v8CKFgT882Be1/GRlnzhv42zNv0rsStJB0Xz1mS3D3QUY030RjROtbCO+rpuUX99N239MImwVb0ciJY/S+AKHKI8PGUuzWAUELEGvtRcYMt9HQ3iMIRWHs375B+lkzCFcdpuvRl8nNTiP64obBqeypo/e+VSiKivjk5QTOO43QzHlUl/+eqNUo02PVDDEz0anxm3O9ZAQ6WZ7VRJoaQxaUoE+dS999D3M0LEy1qdiUBEosRqiyhta/Gq6ujpr9yaMK7A433lUbUZOCKlxZR1NzN7v31XOksgahD9b9LIx2IruGP9uOaB+eaOfAddHjcYTuZ/rYKNPHhBg/KoLXpWO1qowuz6OwIJPysjwmT8iivDDCtLxWbMpwV1oAWVJG7MO38WatypbdPhzuBNP+8BXGf/dTKKctQ+vpw7JpDbZ77iK3ay9TRkewW+LkJ3rIjw+WtrHZDKEspES0NyMVldrsxewpuoQGy2BpJ0VP0LjpEB33P4NeuSd1LvoxYklC+6PP89Cpn+BPoy7mt1ln8uqtdwHQ4Y+S+ZkPM/WhH7H0D19DTSrtjAmDGYY76huQORkIIZg5sYLppy3m9PlTWThrEo4Z41j641vJmTYGdEmvL8SrP32Q8gtOoWDe5KO3j4o7PknhzZdQePP/s/fecXZc9fn/+8zM7XV7b1rtqldLtiRL7h1sY9OMKaFDaCGBBAiQkAQIIV9KQvlBCL0HG9vY4N6Liq3epdVqtb3v7W3K+f0xd/fualfFtgw23Of12tfee+fMzLlzp5znfJ7P87mRef/2QbLRBEZORyxdiXrldbR/9e9wXrqRAxe/h65VBTWZw+9hYOt+jHSW7oefZdd3brfPGUUQCqik8HBH7nJGmBnFnLj0Zra+4T8o3/UwrxfP0FBTTec/fJ7a7/0jwx1DHLvgFtzJMZp33AlAzoDj/TqXnufhygu8fOTWCpvQ5pEpqab20sWUqHHmqz1scjwHQMAD/VbhOpywAqjegjRczJyvKfwkp8mInL6O3+1jcX0b86qaONQ1u7ZtEX8aCCFWA0vzb//zJEI7iX+a9vo1L3afUsoTwKSEUsOOBBdRxF8i3pn/v/kUhBYAKeUQ8O78W0FR3fCCUYzUvoRIDfeSHh0gmbXwuWwm6z1VBYTUCfA2MxeNmA6DvCODBk4LfJqLzMQw0llYT630kprox0MlDl/wlNsq4s8PVe94Nb6V7ViJNIH1S8+8whkQ2nQe2RP95AZG8C1rx9VYx8jP7jnzikC2o5u+r/2E8jdcTfrQcaxMluSOg5jJLNkTI2SODuKaV4lQZ87yCFVBSokQAgnEq6pwD0RmtIk/sxMraUeLUnuPkF27BGd1GcZoQXZqRZPkoknS05y9peIm42rGIROMlN5C1pC4zMIgXBOSUkeGmOmkbuMSVCXNxIkYmltDT+m4XB5qfvU7+p7ZgyuZxu3zcPVblpBqKSeTtagbPMqQIqau4sCFyxkZzSsBg2EIhiBm91E4naQWNkEsAjE7+pcKBAh4+1g8NMCYfx79FWtob5F43RrGtHxQRRG0t9bg8xXKuGTTcWrKdCBIW0Bn/3HHtPZ29M3esQAkpqXQN+JCVIRp2LAC9UgCMxjGnL8EZaCbUnMIr6sZ0BkYt6jJb05XHPTtK/hZVDaWMDRt+84TBWMky+nGfPYZjOveANPM7kR0HHPndhxeJ2ZqpnQ5frxv6vW+H95D5fqljKYTyK5jmEIhpgXZ9Pn3EZpXS8dDjyDy91TpD3K4NUBqdyeZtRfhSyeoMpJEb72WXHsTMSBw3UWIBS3Uvc82YXryl48wus+WFJcvbSWwokDIfYvn0bakkazbj9LYDIBaW0fmpjczus/Hh4/8EMeSVhKpDOVXrOWp791Z+BJW4X78D6918O0fd6FgoVk6ilPDMgwsKThGE4bLz7FrP8jn/r2Vb5VfgzOfp734se9y6GJ7nJMqbwTLomn37/FG+mlf/GpueOsF/Mv3Rqbt06Ll+GOI2gLb9FCYUH0yuZSoUNA8Lvaa7Siaisi7iJ+KvA5PzOkdhNspyORmr6QIWNJaLPPzMoITuBtYCcx545ZSRoQQQ9iR1TM7TZ4dHpv2uvVUjYoo4s8ckw6sHWdqKKV8RgjRCcyjMBFVxPNEkdS+hJh0Nf7fx6N88PIwmnrSdLiU9gBTmuBt4kyEFiArYNADMj9N3uTyYfYdg5BAES5wKAivSjYyQjY6RmnbSlSni0xGp6t7BCGgubECl+vUObdFvLLhX9V+5kZnCdXvpeb9b5x6L6VEKwliTMROs1YBViJF5L6nqfnALaSOdJF4bj/pfT1I3cTErm3qWVQ3Yx1pgNDs89t0u4hfcgEA2sAouZY6/KsXEHk0UthHOoeZzlL/2Xcw9N070UejpPZ0oNdUkLjxEmTQX7jWsmn8a/6NcMti1jqCCCHIDo4wsXUXALmcRa5/nCXpDoLXrgBATxvoaQNyOtXNVdT+7S2YyQwVLXVUvft6Si63o+OjgxMMfPiHiDz5VEsDZLoGcH75R7jWr8C5r4P02sVk47uxHE4ONt5IKufg2BUrWdi5jfl7nia6sgKh2yqLskQnFRcuRuRJuWkpqIpNMixLsv9QLwiorLBrpmazBdIY8JqErTEiii2LPm9ZgJ37kxiGRJgmUi1IklNZe1LB2ngpmaUXgdsLlomsLfzGnYkgR7MBFtdKXKVh4m//OOrOLZir1zPe2kp12EGpMYh+aAfueVmGo834L92Is7yEocf2MJrLgregGpChUkSwBDM6Dg4HztoqcicK8tjpePpz36H9jevzK1pYg7089uVf4gz50cqDzP/IzSAEorUNz/EBerp7oPvnpDUV39c+xEh709S2gutXMHDbQ3T+87ep/8itDNz1GEbaJn6je49ReeQEzoUtACR2HOS2T3+TlvfeTOj1V09tY/niEnp391KZHYegn5KgH5/XQ+v1mzh+7zPUbljGir8u5MCOjKSpEqNUiHE8Iku4pZGeR/fwu5KbGVTtSHMGJzd/coiLLaak6EgLLZdh53u/QUhN0br9t7Rsuw2Ao3/zNHeWfI9t+wvGW95oPwOhNo7mUrQ5+8hIB9uMZfZv29vNht9+Fs3IMjTvApJXrcBtyLN44sxERVjhY28pQzck//zd0Snu7tRgQbOTW68OsrzNffqN/BnhoU9+wQ8sAQLY8t79V3zp04nTr/XHg5RyC3DD6doIIfwwJSGYbSX/wjDdyGHOWQ5hy3FeA7wdOB87pzAC7AJ+CfxESjmrIJUQ4nPAPwP7gdXAfwBvBTxAF/BvUspfnbSOAnwAOxrWDiSB54DvSinvfP5fr4g/Jkb2bZ51nVUsXf+SXmdCiGZgUtmwFjiA7R7+euyJGgPb6fuHwI9O5R6ex/lCCE1KeSYZy4ewz+MTZ2hXxClQJLUvIZz+MHoyxgfmIrRQ0G+JszfyUUWe+uYH6ZFcggpscx0ROunZIS3iA534q5vZs7+PZNIevMUTGdasmveCvlMRRQQvOo/k3g6yx3vmnofxuCBdiBDl+oc58U/fxLd6EVK3kHphnGJNi9KFrljH8LIQXx3/FbJzkPdua6ZMuFEsi/jNlwPg7elHDXgJX3YBxliE6KO7yHWP0rX7v6n/x7+i4Z9stU/XF37EQYcLR0kA1W0P/GUmjbX5Kfa6XFzw0TV48nmnGX8Y7/mrSA+N4TzYzbWtWQ5UNE/1y6EpVD72LLkHtmKUBMj+0zuo/sK78VWVMxFN8/SWw1imhdQNSszCdzMjScxxO0obuPNRJt73OsyqMoRmoEezpHL2xJKlOehpXUEaFy5lnCA2qc2pHqyUIIeK12URTSq0zSshOlGQAcdi6SlSW1Mdpm8wgrQslEyK9uwBxhs20LakmlVLApT4Uox++16C/T1svuxNZN1+BJKKsEHywDGqDsTxhmoZrp4Hikrf08dwXLaA0biLRNp+VGzvhXnCQps3H73RDsBkc5L+4RyqU1KTTvGH9QABAABJREFUGYCwj5p33oxrke1u7Vu9mGiHF3364zw6Ack4joAHT2WQbOsCXLU1ZDc/O9VEag6EoZMbjmEaFqpTA58fY8gm27loglwiRdpVgq/VDjBFnt4FDge+Ej9r/+b1OK+4EHonkJaFUBRie46SOdZD5lgPh/ccpfzajQTOX0rTJ94JQrDvjR+n5OI1gGDi0W32ufTD37Hm2o3kfF7U/btQ+nt5c3sFSpfbNkYDvAsaueHLHwQglc5y7MQIymCEsVSIr96jADa5VA2DjzQKVr97AZv/+ueMb3oHUoLuC4OEAxe/l0VPfB+pKCRK6hmtW4KhBhkDlo/cPnVsFCPHz+9+gtq2a+kfsQ9sqqSeVEk991jgzyTJ4kTPm92Wde9CM+xrsqpzK+3LEty+zw+cQnd8CoxELO5+Ik5NhcZFqz3sP5ZjJGKSM2BvRw7fa/4yMpoe+uQXlmAbIr0VZiQmJx765Bd+Cnzrii99ev+cK7/88I8UXJFvP13D54ELp70+evLCvCPsr4CrTlpUQcGR+YNCiBvOkI/7E+wyKZNYDAyc1EYD7sR2ZJ6EB7gGuEYI8SvgrWdBOIr4I2Nk3+ZTXmcj+zb/FPhWxdL1f4zrrBr4GbDgpM835v9uyLuHnzwJsxs7p3YB8D9CiI+dzmFcSnnvOezzXyReElIrhGgE1gElwCi2nvysjQKEEAvI36iklP/6UvTxpYCZyxDv68TKuxI7PD7cpdUwPnvy08rqKC8gWuqyoDVvPjvslLhUaZumCDHLyAZAj0eIpg+QShVmz1Op7Kx2RRRxJpjJFIPf/Q3GSc6ys5DNEbxkLbHHCgQFyyK5/QDCpeFd1Uz6QC8ya+CoDk018S6Zz+sOvZVeZRyCcPzCMX4+9i6aek8w4vGj5nTqwx4AFJ8Hz6bVDP3sYRTsiO/wz+4jeMkqDn/6uzz8zf8jl9Nx1pTT9l+fwBEO4N7bia64iO7r5CdL3oSmKhy87Aa+dkgl6FX5wptbWNxYh6IIMCU5Q5DKKJQ4dHIPbLWPwUSc41/+MYlLFmO0LUNq026hikLi6gvx3/8MODR7ziprT94mXrUJs6rMbtYyH6dh4uywyOVruYbVFIPzFmMIqI/sQpEG/cFlZLtDWFJMyUQXL/CgqsqUk28y62LLziixY4dQS70kcxonBjwoaoh3f/g8ctksRzoGeG7HMKlUlnCDC89glovv/i7PhWvwL6ols7mLwM7DNOfL0BxvXUXHhstZfFULmge8nizRhEYmZ/f1RF+aS9eYpI0AT+8oGAYZbh+KQ8PSDRzVhVJSqqbg0OQUqVWfewrtwTsRho67PIy3JkzsgYdBVTEbW1HGhjEXLMM8/xJc3/kiuStfS2f9BbS1K6h+H75lcVxPdGAkMhCLs+fzv8Jx7TWU7HyEiT2dxN71Gf72vy5HSsnjT+zH3L4VhgeRbi+9//NA4XxOpDj/7dfQYxbcsFxV5Uw8tHXG6VyysAZl73ZqFrTQ121PoEcGBwm+cSP+iI6zpoxna9fS+ZsJxmMmS2tHCPvs331bh8H0oJWJxi+3qHz/s6t57bsOsvd//5Xkkgu4z2ePy4faNzLUvhGAlud+S8nQYUaabSXAYNuFVHQ9i5CSsTrYetNv+dWCG/jy/xozJwyABD5a6x0c67Wj9z0rXkXzrrtxZuIomsrxmJszEVq3EzJzVKx6es+p/RoME7oHdRQB9VV/nmqghz75hb8FvsLcB9CPnQ/3/oc++YWPXfGlT3/tj9q5s0A+QloKrAD+Fnh1ftHPpZQPn4PtlwOfyL81sQnl9OWO/GcX5T96Cvg2dr3OOuw8xFcB5wEPCyHWSCnnqju4CDt69yDwZWxifg3wxEntLsP+rY5gOz8fwiYZnwIWArdgR8Y++QK+bhEvEUb2bT6r62xk3+aPVSxd/1JfZ/+LLc//NTa5HQPWYOejlwM3YjuJ//ik9b5BwSjqHcAbhRD3YKcCPFw0UDv3OKekVgjRiv0jXj3HskeAf5RSPjtrxdlYCHwOOw70iiG18b5O9KQ94DezKXLRUVBmR2GzB/uxUjk85zU/731Mv7orcwC5qRzEGZiWRGcZOaoqKhnM13msrgo/7/0W8ZcBfTTC2O0PYCZShC69AP/qRVPLJu57eorQTqp554QliT2xHeF0IHPTDIukRACqz4V3RRNWRkcLeqYWD93/OL2tBeOk42KE1O7DuBqqWbjMLlPlXdaOtCS7f/obRg8eRayuouTQOM54Dq00SOyJXRz69YPk8vvNDYwSfWI7TR433qd2IgXs3XUYPR9hK/n5T3jTRz+B31nG4GgQYUFbQ4acLtjX6cMwBQ7NYlOoFH/U7psZLiU8v4mUyJE86Raa3bCC7AVL8fg9pFJZnEdOEPjNA2SmHUcATVM5f6lJf3cGLRWnpMVNut/BaNTB8bINgKSpOsuJQfsgS2zDocVtQbKNbnr64zzwdJr4PjsSrCrVrAgnCXgtSoImvcMmYxM5urt7SU8rt5O+eA3pDSuRv3mA9A/vIv0H+/Pl65ZPtanv3E2k1ofWtjzfVygN6vSP2hFvwzC456FjlJe6qS6rZ3BMw6lZVFaarLn6PZjxBAcHk2RyJkIRxPYdJxVtAH+Q5sRRxu/8IXo+H9pV6mfw6SP2jk0TJTpO5vPftff72D2oHhfpC69Aq3Sj+u3fTAsHCH/4Pbj3D9B+9Dksh4Pb1TqeWPkPsEbjbzYOs+Xr38MVCiJdARi2JxVFJkXl6mb6Htw79V3Htx8m6gsz/vAWfE2VNP3rhzjwnQdZusCPkUiRGBqi4oJmUhPjpLbMNPVSqsPU/tWl/O7uHu753G0kS+qI1C0mGXdx4aIMfo+k1hdHEEJOu3N73fbrtR9/M71rbuDuu0YLiofJC8uyKOnfT5Uzwgg2qR1uvYCnKj5BsuR2HOmPsfTRILf1JNGNk3LSBVx3oY9jPfY1oGBxhXMz895+IdZ4nMS8C3mgezrhlMw1bpyL0M4FVQXThLKQwpM7U9zxmK0KfMu1Qd509Z+Xp0Oe0H71LJoK4KsPffILnAtiK4RY+TyaH5dSnm7m8V+B6SVDJDbZ+5cX0DUAhBBe7GjWpcBngcb8oq9JKbtOav4uCoT2B8C75cwBzG+nSYwX5v//wxy7VbAlyK+WUk6erXNFugSwE7hYSjlZ6mirEOJObAK8Avg7IcQ3pZRz50AU8UdFntCe9XU2sm8zLzGxrQI+IaX88rTPNgshnsKWsSvMQWqllLcLIb6FHW0Gu5bzG/J/CCGOAg9hk9yHpp3HRbxAnDOtkBDiPGwb96uxT7ST/y4DnhFC/JMQpxwOv6JhmXM4jlqzUkJIPXYYxX3SLPYc5HcumEKQ9gTIurxgFeouzjikFjgDdoqMbgl60wEyWYPWlipWLW+mfX7N7A0XUQQwfs9jZHsGMSZijN358IyatEayEJUTAqJzG+zasKyZhPYkKE5tBqFVS0MowzGu72mZ+uy13fPt/U7ECKxdim/FApsk9fUzetBWtElVIdVain/dUur+/s1I3cDtminDrzAMvE/ttPstZ7ru+lTJjec30FhWhtvhYCLuYHDMyWjUMVUDVjcUjr31LaTOW0jO7yB+4TJSihvXSc+fYMDDxg0LaW6tIZXOgRDkFjRT9v3P4PXNzjN0qCYbs4dpcYyiqAqtdRmaqjN4XSYFklEY621cE2JsQudnd41z18Np4slpZZAsQTxt30OCPoMLliQ4erSTXHYORZ1DY8zvmfFRXBTuRzm3A7c+c0yc3n9k6rWRs8nd6HgGy0hw/uI4LbUZjhy2+PX395FSg6xZ20ZFZZjevSMcfmYQkU4Sdpvc8okruep7/4jidOBvKqdqQxuKs3Dv85T6OH+Fn/byFK2LnNR98t04cglyxsxHhhmspv2o7eyr6DpXdD/KgiYHH3yVQOx8kMTgMGOHO3CPD81Yb/l7XoOnIjz1/if3TPC9jlXcWfsO9t5zmM5796G/6f3M+4cPcP2vPs/Sj75+xvrO8jIUTSXUVE9JSxPdT23n6FvfxaInf4A3MggI9nY5uXub7SxcmzzCGx1/IEQMgUmYGB++3L6msskUqT/8nA+6fkFY5POX8/dxTU9TnjhBVf8enOnCb6G1tiD4DNIZRqBwuEPB55l5bKSEqlKNt1wXxOMSLFWPsEQ7hscj8NUFGXQ9vzqyQoCCiZe5U9gmFfdjUYs7Hy+0uf2R+JztX6nIS46/8jxX+0p+vReLnc/j79IzbKvhpPcCuIn8QPt0EELIuf6wc1SPYUe0JpPYv83c0c+P5v/3Ah+Us2bkAZtgb8u/fp8Q4lSJ2j86SyLwjmmEFgApZQx4f/6tA1viWsSfGHnJ8fO+zvLrvVToAf7fyR9KKXdi54DDKcydpJQfAt6LXSP6ZLRhR5x/D/QKIT7w58qP/lg4J6Q2P0t3B7akRWD/yP+IfcP4BrYEWWDrsP4Z+E1egvJnBacvdOZGgO/KxSQfPoCVj6BIS85Jfk+GRBAJ15AIlhMLV5H2n6IcjwK56CjDAYXfKQfZ7tjLSCxCV/cIfv9fjolHEc8fM4ioZeeJTqK3qY1onlzcM+LkGz3TiJGi4G5vQjhf2GXtXdiCb3k7//zseXzvrnXcc+91vP+I/YwInL9sqt1E5wl6nn52RmDJ3VBJ5fuvB8vCUV1G+6svpKWuirKqMjZ+7j2c9+5XTxmrATTdci3C6UA4HTR+9M2cXFkGFHzumeMsj0eSuPZCxpdVYlWUoiDJMvO7xuJpOruGGR6ZSQgT0TgL5lfj9cwk25YlGS6vwhmzx1qKAtVlOkvmpVjVnsDvMWmrz1Ae0rl0fQCNCXbvPYbPFccwZ3ZawcKrZkj1jxPwFsykzJO+XM+Qkx1HfPS4F+Hw+WisKaeqLMS+i69nfNUKUhtWkP7IrXiaaun+yk8Yf2grJ778Q9Jf+ndIJXAwipkrpAQNjCr03f0cRx/rIdMzSPQXv+I3F74TfTzGogV1jLjmYWy4ClldT/yRR/nPt/+EO54D04JEzxjDW49Re9UaQu0NlK9ewE2/+BcuXu0lsPMuQtkhwiUKy9YFcIz2MnwigTkRweo8ymh3HGtaLV7D4aTUD0LP2PfTqeMiqV27AtXpJFBbTdMl63GV29HDrCfE8fPsaiOmw03HBW8i02k7L3vy98lg23w7VA3gdFJ55eVc9vlPUrN6GTt/8Ese/ej/Q0nbJHXhUz/AN24HeoYmVOJPb0UeOUiNOso73XfwUffPeIf7Dobuu4dsLM7Ac7upUuz8aAczJ4AMlw//8laSxwdZ89t/on7f/ayvmiA5EkI1XTPaJtOSv37tzGfPrsMZVi1w8/N/q+Wvrp55z6/wn/ysmWsMZR9Dl9MmyRYqKfw4OH3qisdV2FZFydl7RbxC8EGebxKy3f4DL0FfXgx+hS2JvBDb+KYfOxf1Z0KIv3+R2z4GfB+4QEr5wZNzDIUQdRTyEn8hpZxTy54nupMlUILYRlJz4bmz6NMOKeXuU+xnC7bsGeDys9hWES89Xo7X2aOnMYKaNJM6Zf1EKeX3sJ3Fb8GWMM9FcCuAbwH3CyFccywv4ixwruTH78P+wSTwdSnlx6YvFEJ8Crtu2d/kP7oJu+j3TVLK08V7XlHQ3N4zNwKc86sI3Hwe0Z88jf+6FTgazm7m3NQcWM7CuZ51efGmTq0yGo8PklKS4EzS7+ukNdlONplADQYpTgYVMRfCV65n+Of3IDM5ghtXo5UU5IMVCxpZ9cVyPNJgMKfyrrUhgpvCCJcTaZp4WhuRF1oM//iOGSVNJuFsqEYrDZHafbjwWX01ngXNhDadh9QNBr9zN6vqa1A1NwjwLmsnfJntfpwcGWPnD36JZZj4Q0FMw8ThclLV1EDq0AkG//NXYFoE1i/l+gO/QHW7yOUMHnzvFxnZd5TyilICb30VgQtXcdH7bsayLOKpHJZlMBoxiCY1/Eqa1gYHHo+TnJElklAo8ZuUBEyspIHZ2IbZPYDh0cg1N8/6nsPDUfRppXf0dI4/bPUgt4ywqn1mQMHrdZLVyog+8xiUBrGq61BUBUUFTZU4NKgsE1y0rpx0JsfxrhiaCrXlFrGkykRMw2nEKXckmOceIffEHnC5MUcqYLAfQmGU1RdQ01jNeMxFLJ6hN28qpFY2c+HKRfgs+/Zb1pRlW8NNjI1F8eUsOPAk4/c9zfh9T9uddbkhnSLnKUfR0lhmBlXzowgPfTXng9cHQO4dH0X55w9y/19/DsfyxWQqr5t2ArhRDu1GX3cp4pLrcDx0F5FNbyJWvxj1Cnj1ZSFEWNK/5xip4wN4a0tQu44h3EFaJg4ihm2lgKWoNCTcVH7sLUR+9gdGdSd7Vl+FokDbsgZ6dnjRkzbRTI2MkRVuukpWU9NWypZd3bR+7n0c+Jv/h8wIFGli5Y36VD3D2IJ1XL48QGOtTQQbF7UQvfEGRk/0EaitYd5iW0lw6Nf3c+KBnWRGC8EfxTLxRAdJltZz/XoHDXEPY1FwBgO4QwFiPXb6VDYWp+Pp3Xj8hUmOyxxbuU2/GlPafWlTunDmU1m8sSEWPvlDjAWl4CjUoZ5ERYnKHY/OjIqmsxb/8r1Rzl/i5vILV3Poyb349XEGrTIeHGictY0CJqXI9vMhm5spTdZx4VAsdGv2fHhFicrfvqmEOx9PoAh45w1nN8n7SkDe5fiFRvLe9tAnv/CJF+OKLKU8Zw9sKeV9094+I4T4OXZeaxvwJSHE76WUB06x+qppr1VsWeY7gUm77+3AP0gp5xq0Q6HECcCZUtG2TXu9mNm5smAT8jNh+xmW76ZYRuVlgbzL8Qu+zkb2bf7ES+SK3H2aZZP53qflU1LKNDah/XXejXsV9kTKtcAmCuYLVwLfBN7zYjr8l4pzRWpvzP9/7mRCCyClTGHnLDwD/BTb4v1a4FdCiNedQn7yioMrVE42Nk4uPgFCgdM4fDvqSyl535lUQjOhmDqKaWDlS3w4c6c27AAYFoVr26uaLChJkOo5QNblpWT+cqShY5k6qstbJLlFAOBuqafhU+9BGibKSTLepmofP/7nTXz7jqO8ptbPl967nMzdj5DaZ0uBY49uo+LNr6buE+8m+ug2pK6TOdaDGYmDqlJy1QaMidgMUqu4HBjjUYyJGGY8hRlLoPqrp5ZnOrqxcjqK00FyaATLMMHpJNXQQnPQg5bJMNQ/QLZnNx6PijNhEd+8D31ogk4DevvGcL/lBszjgxzdsgc+9x12bllPe1krH695J4P9UWLRBGXpHhyWxWiokkzGIJk1iLbspvJwjnIWI0ctTnzhf4nu60Dxull221cQeUIrJfSOOKgpA1WdFpiQEulwUleh0zfiJJVR8Lrte4KqKixoq2U8kuDw2g0opWWzZDNSKpy/Zj5HOwYZHZtZQklVLBpzB6ge3glSkgMCDbVkVRe5rvzE8fgY8ngHz0ZK6B2eOXfoS0xMEVqA9I5DdJhLWVYeodSVJbq0iQGHZkfqhSB3xQ1QVokAnN68etEwcH7ni+g3vQ2ZJ7W43OD2gENgWCfJYiur0RfZZZKkpmGVV+Nsa2FNeJi05WCgL87wIJiZLEN7BrGeOMS8WzZQ4fOy+dt/oOH1G/EvakFpbaMsGEJZUMvCV11ANG4Q7MtQVe6kqtxJ3zTzrnTCwb6ytTS2SFw++/uapeW0/82NhKtLIKfx8A4DLZci5wlSfflSVi0qRBiFECxfuwjWLsr/JpLhzmH2f+9+rJwx2QikxPAGSDctZHVdmuYd/8eYhNq1K1l003UM7dnPvl/dNbXdg49u53H1Em5tW4Qx1MPSeXU8eUQjNh5jidJBvTJEevlaHB1D6LE0nsoSzK59OBoWorsDAJSHFTat8nLHo7PHcAe7dEBn2/4MpcEyfpR6NaqZJYOL2UEQiROdHM45ls1+Lvi8GpHE7Gdba53G134xwcoFLj78hhLUuRz/X7lYwmkiMWeAH5uUbTtTwz8FpJTDQogPAfdjq/feDHz6FG13zfHxH4QQn8XO1X0DsFQIseEUeb1l014Pn6Fr04owcwpZGmejcR85w/LR/P/np8sv4qXAy/U6m8uobBKT/OWsb3j5qO/2/N+X8wqGLwB/lW/ydiHEv0kpT0emi5gD5yqndgn2D/vL0zWSUt6GXTNtUsP0GuB/zlEf/uQQikKoaSHlS9bhLT/3eauKlITHBwhkU9T4gwSMU0jBhEKgoR13qBwAt+LmQq1+6oozsylSI32MHdnBRMceYt2HZxtNFfEXC6GqswjtJK7fUM+9/3kp3/rbtYjDnVOEdhLpI10kn91HYstuktsPYKUylL/pVdT93dtwt9TjaqnH3daIo6IEtSTIcEqnfyxO9w/vIJFKoJSHMae5c2c6B+n+rH2LCDc34AoGUJafh2hs4US4mo7uPiL9g6RVi4kFZUgBwuXA8rnp7bOlnYrTQfVf2dUcupdJ7sk8xVf7fsy3h35Bc1MFixc30n7xBbRevgErT1THXIMYyXHqd1k4ugcJ3L+ZeQ6bLLmryhCOAnESAhwq7O/yUltTGBdZUuDUoCJssLQlRdfdz5I90Y8xNIpbU9i+q5OjHYMopdPHefl1LVCdYfYf6GVgcAJ9WhmkTDTNvOw+apu9NqPOI5s1MUrKCxvRNJCSsWihjdNh3wWSvjApbyEKry1uoSUUoyGYxOcwqJ1fxqK/fwulr7oIZ1UpjmcemdVHpfsY6rFDOB68C4x8BHjzI4jYOL66Evy5UcoTds15p5XFam6DYBiAkuuv4vKvf4i1pSdoCCapK80yWTpXdbuoftsNZMeTlNXPp2lRA3oiQwofyqo1iKAdAdRN+3uFAhrLF/qpKrfP2eZL1oMAZSBHV08pvUkXJ9/eLMMgcqCD97y+muY6N4Y7gFZeiu9X/81vr/wwT37tV5i5HIfuvJcd//sLhvYeZHjc4H2f7+Pr39pN5vVvAZeTqg1tLHj7RTTfvAbfW19HUvGzo8/DCcOemOl/dheZSISqFUtouWzjVM5sWEmw0XySx9WLWfjXH+S/D62mf1ySIMBWaxUPGheSC1aQePuH8VSUkB6eIPfQ/azY+sOp7zAasejsPbPQ6Qs/GKOqTCPD3I7HqiLQZ8xvTztYc6TFzEVoAbbsyzISMXlwa4qHn03N2eYVjMCfeP2XGg8Dkz/astM1nAtSyn8Dbsu/XYwdjZprkP98Zjqm69dPNUA5m4HLmdpMjoOLJj1/evzZXGdCCL8Qou1sTN6klH1SyrdTkNxrFFyTi3geOFeR2kmdUc+ZGkopHxRCvAH4LfZN651CiAEp5T+do778ySGEwFvZQC4ewcicboLn+UO1DErDpWTG+jGycw8chKriDpXxqtDVXGpswqm4iBzZiTQKA6DMxChWQkc4BLFcjtHxETRVozYQwqH+2eVCFZFH7MBRUl29aH4fJeevmKrh+kIg9dkDaldTLan9HYU2OR3V40ILBTDiSfq/+38MtbSQWdiAJxolUV2FjEUYPnEEfnYbrqXlzKtuIvnELmQmiz4YJXtsCGmYOP0+zv/wO3l2Vxd6fphipQrXl3Qo4NKQOYP++zYjmxoR+XaBylLKP/9qvrS6EC07nukjGkuxZ+8JDNOiJOyjuirE4FCUcK4CV8YidY0t1cwub8PvdnHpP76dplVtHBtJEE8UlBI5Q5BKW6RyPlavDPD0li5yhkIon7+oadB2ZTuOsP3MHT8+gKu2UPZmOkwTokkPjTUpxsbTs5aPpzxUVteDy2HLfvPHIDKWofdb36Hllo24VixDVNfa+aXHCuuetzTA4vkevv+bIZ667FZWTuzGXeFhZEk7bS6m5qN1VByb1tJ46XrMZJrDf/MfRNM6bo+dR+xzG/ibfcRUFXX3VtzHDiLdHpTRIUJt9Qw8foi6y5cyb3wz1UceYe0XP8MPbysEZrKJDJv/+T/JjEYJtFTS9jc3w5KCstFRWYpwu3jqU9/mqW/9ntCHPkzv/Q9Rdu1GHCVBXE4Nh0PlRM8IZaUB/NOMuBrWr6GsvZW//exxeksqYQhM08U1awx8Th3ZewLGx8Ch4fcofP1jlRzqjLHzX3/I2INPAvDcp76FW9OJ9tkT5ePHjhPzN/Kq+DA+RwYqIXrLRXgcBs6AB2fYS4BBHsjo6DgIi0IAacf3f8n6v30vLZdv5PgjT019HmyrZ03zELt2j2IYbqaP4bO4aFT6cGYSHBwp5DCXqTPPh0zOYkW7i91HTp3ralqgGxKPQ5LWBYqYqZqvKFEYHJu+Rp53WBbztvySzvVvPo3VuQ2nA6an42fypaxyuuS2h+NMxE2u3+SnsfoVa6XxYl2v/iSuWUKIILasuPJ0NTCllKYQIortzjr3jOaZ8X7smp3V2Iahf41tFjUd02XJc98A515+Kjnz2eBMEdjJ/YydtlURfwy8Iq+zU+A32CWmYkKI8FkqUr8BvDv/uvYl69mfMc5VpHZSG3emmxQAUsp7sPNwJ5N3Pi2EeP/p13r5IxsbJ9p9hHh/J2Y2TbChDdXlOWV7c+KFEd5o1yGykVMraqShTzm8ejUvmqISrJ8/NTARiobeOYY1kMbsTpExXWQti6SeYzARO+V2i3hlIzceIXnkODKno49HiB/sOPNKp4Fv5UJcDXZESvF5KL3pCvwrF+Jd3FpopKmIoB8pJdkT/UTKykjWVGN63CTL7Qil7OuZslDNxuKwrAlXdSX6oK1ec7c3IDR7wO/0+yirDE9tXsxrm3rt1xUiTUGGVlTy/yX6+JI7RpeikxwaIfjTu7n8lrcwr8zOifQqbt5c+Wp6+8YwTAspJePjcUbzOZJOy0XQOc0kVFFIX7iCiXAJu7tGpwitlBBLKvSP2uPAex4Zp6PbxBBhRqMz5wwd4QBSQjKjIAOnLnWiqlAaTJNIziQwPq+L6uowG9dXUtlQjXA4UDZchFi+GmXdJkxPkGzvMH2PHUJU289DoQhqy222UV3h4JJ1IaoqXJy/IoC32ou4ehXZ1QtBCLoffJZE9zBJxcOY6UbkZbyqz4Pz+lezp89BLN+lVFYl3FxGyz+9l8CaxVQub6E24MH9zg8ib3kP490Jjvz4CY79ajM9d22jNKRSUWL/xoqQKL/8PplR+/eNHx9m+A9PI/fvmvquY/c8gUznJw16T9A7IXj8in9i/0jYlrU/t4093/8FHU8+x/adncTiaVKp7JTixHSH6HVWFrY3lEV58n6sB+5BHtiLqlssvOEahCLQDUlboxci0+59UhLvsUsBVQa24dZGCMa78SmFiYxQqYOoq5weswpLCmKGG10qrKlLU+otGKylxybY+t/f57GvfJ+kzD8PfD7cC9pQFYmmGFy8dHK7kmsdj/MB9y/xkEPzOAmtbJ/a1gW3rGNVa4FgVpdp/Nv7y3nbqwI4TjMX6du3hTU/+CDL7/1/LH3wv6ifJg4YjVi0N84xv60ojLRtYN1SF0GfQFPn5rYeF1y/0a6LC9De6OCKC2w5+nduj/Dz+2L84ekkn/rmCOnsqVNyXubYD6ewfz4zEsCpclRfanwN20zpd3mCOyeEED4K47e+F7IjKeUYBWdjsPNzT5as7Z/2enaC+ExMN4c6espWZ8aiUy3IR5NX59/uehH7KOLc4JV6nc2FyQFWEFh3lutM/+7FGrYvAOcqUnsIWA9cD3znbFaQUv5QCNGCXS9NAN8QQkxIKX99jvr0R0UmMkK8t0ASspFRStpW4CmtIjHQNaOt1E3MSIrYz57Be/li3MtPdtg/E+Ssd7rDjWKZaPmyQrHeowQb2qdyZZ3+MMHGhcROHMRMZJDZgqzMORJBL7OD7eZp8oAnYUkJUqIo52pOpIg/BuTJNr+zbX+fFxSXk+r3vQErk0WZFvFVfdMmcgyTw3c+RmTRAtprw0hHIVIjJ3MfvX6oqLJz0EdHiJsKbf/0DsZufwypG5S99pKpdQ4d7mNwuJCqpTS2IMsrKQm4yd1xL9kSO2J3bdcQT8yv4mNlQa7JDPKp4QnEaJqHln+f3clDNLvqqHVVsuOYbXwphAAhZrgKC0ShHq+UmNW2tHf6fGt+Nab7uBzpTLNsYZB9Rw1K/AalocK1ltUFezp8CLwsbU3hcVlIq2Cweyr4fW7OWz0PJX89V2V09u7PkgBkbSMWkNz3sN12WYHoSykpOfQoSzIqa19189T9oGFgB32/fwr++nVTbeP7OxnZlqHp7xfPFP4BLdevoXmbQdCj5bcr6B5ysnLDSkIbVqJMxDiwGybK6wDQPvRpFrYkEKpCan8Hz2w9Qmst1JULRoYtRkznjF0oTg2rvw+tZT7S68dRMTOFzgqWIhE8d9zLcn0XsteOoMrIOGa4hJ27j2NZknDIy4plTfi9gpZqheOD9u/ZoPbjMgvKFpE1SP/wQb60u5on9+lUlqh88K9vZfOW3RjxFLUblrHsHa/h+G1fptS/j0iqnZORlG5+bt2MtBRqkse4aOT3vF5+m1q9FLXejZkpRE/7BzPcp28kgZe16l6WMzBjW5NksU4MsVDtmvpMApf++zvRFC/OoJfDW/fQ2nkvO7kGgMd3pPG6J7h/c2oub7YplO98AFdinMqEHfDqPPwaKLcrrxgmHOmeo/QTEK+Yh4VCOKASS87dJp2F3z6a4KOv97FuVQV+b+G5cKyvoOiMJCzGYyZ1Fa+858YVX/p04qFPfuGn2NHH54ufvBiTqBeJZ7CNnDTgVk49PruVwnhwdq7BWUJK+WshxDuwI7UB4MtMM/6RUvYJIQ5h15+9VQjxz1LKWTKDPNl8Z/5tCrtc5AvFBiFEjZRyYI5lV2KbnAI8+CL2UcQ5QMXS9YmRfZtf8HX2EplEvVDcA3wo//pzQohrT+OgPImr8/8t4OmXrGd/xjhXpPZeYANwjRDibVLKn5zNSlLKfxJCNGHf9FTgp0KISk7vNPayhJ6Y6YkgLRMjnSITGZ3VNr3lGPFfbwNNQbhe3E8ggWhJNbrTA1ISiI3gziTJxcbRkzGc/oIDpaXbzw7hUOxphPwgyBG08/KtjI5xoI/4PINAQ9Wc+xsdi3PgYC+WZTG/tZr6utn5gEW8POEsK8HTWEu6ux/V58W/sPXMK50FlJMkzLPJs8Q0LTqH4yy/ZBV7u0bJKBqBgJuqihADPhfJJjuCKuMxBnIq7id3UnPZalx1lTM2NTRSiKbZhFIgfT4SQkGvKoOxQl3SSgP+JhmmrqmciQ83MH9BIx7VxYZgQeaqqKceYKcyCopi4XZyWvml22mhqXKqrm3AZzE23M2GZYKcoQE2qZUS+kacBH0GIZ/J0LiD1ros5lmIkpI5H1//QS8hn6S1Lsnks3EirnKk24Mlwe1sQgCKv+DCLoRA9bjxTfTS9dDj1L7rJgB2fft2xp/eQ9ml5+Ftb0JTFVa/5Rp2/H7znPtXFbhuTZrtB73IvFuwyCSZlKoK3SBaXpicMytq8TTb4wtnfXW+L/Z2Rr7436gd+Ql1pxNt1So6Ln4fQY/OW9a3EImn8F1xHv1/2Ib0BciuvJBD7gWs0fexQnYgh04aA2czWJYt645EU0xEUpSV+vn3j1TzwJYkqp6i6XAPY31y6neUiiC97zi9uWPgb2R4wuTBrhCr33YheixNy9UbMXM5YqlmYsl34taGmXQG7jarOWY1MuJuZG09CCzKS2poaLQ9PkQkSu6ZR2d08XFjLf3Svqc+YqyjJXE7zs3P4j5vJZlomif22gEtXc6cTRDAsQceJ3jxtezodlFxvJ8JOVOV9uTO9GkJLUDMX02QfQDkXH6S4TN7PrgckNVh2/7MGRMhJYJf/rab6lJBbV0QIaAkoHLJai8dPfazcWGTk+rSczXk+JPgW9gS2+eTFyqZLcH9Y+I24D+xjZb+RQhxn5Sya3oDIcSKfBuAExRyY18o/gbYi1379S1CiO9IKacP0L+Z/2vADma8bw5p5j9RiOT+b95s9IXCCXxfCHHj9GobQojJEioAUWwT0yL+9HglXmdz4QFgC3aU9ipsfvNBKWVkrsZCiA3Av+ff3iml7JyrXRGnx7l6wnwHu95ZGPihEOIK7BvE4bNw73ondk7uDfn+fJ1C3adXDBz+MJnpkmChYOZm58MBuFc1kXr0II6WClwLXpyhlKk5cWZThCaGMDQHKV8Idz6PV0/FZ5BaZ6AERXNikUOt86FZXpyhEL62ZkpSGe648SMMbT+E6nbymju+TONla2btr+PY4FTty6PHBqmpLkE9DTEo4uUDIQTh1UsJrVyMeAmj7J72FrzLF5Dae4Ss30ekxY4IKYrA31zHuqZaDNPCoalYUtLRWSCiIi/LjXf2kT14jOiiBTgcKovXLcbldRPwu4nF08hYFA7uwcjpKIuWIssrYclS2BaFTIZYdRUbA3XUmfYtziwP89Q3bmP5ledRtXrh1P5KS/1MROzrRUqJEIL4RI6+QYXSiSOUlQloawfl1NpOhwZLWlKMRBy0NIawciN5wymJz2NhGmAYFvp4hGyuhsXN6UnDXADOJoVdT4+xwjuOUh5AykK0u3fYiSUFQkhC111E9Rs3UK0liUpwHusmcNdjkMkQbQmSiGexLEnPQBbn0qX4Ikm8bU0IRcGU4F21kJUOQX82h3A5cTpUdMMkmlA40uPBMAWBWA/xhIVIJbF++0OM//4oqiLpyULIn2MiYUfKy8PTonoSsoZNksxUukBoAWPNJtKvfxcAE7qb3Ud1Nq4pR6krRxkeAAbQkxa1FS1s8m23568ztm+ANE089XWEF8xjOC8bTx44xs4/PEz5eQtov2Yjr70sAAToGS5hrL/wKFJyJlJRiTpsMuxKjGI+/CRGeQZ3eYCB7btJDA5NTfxljEoGzDKeGWzAdXgP8XIv+uoFU5LflurC95XhEGgOmPQwUAS5aTWNJQoTfSli37gDaVocuOR9jC2yJwSGqeDo/hStC90zJlw2P3wEf89BHJ4086okm40UKezJi0T6zLMihzf+FYc3/hVaLoOlKEjtzGmTTZWCI315h29m5s2q6lTGwBQGzXI+8d0EkEQA739tmJsuDdDW6CQSN1mz2P2KdkS+4kuf3v/QJ7/wMeCrz2O1j13xpU/vP3Oz0+NszGZOwkjefCYqhPg74IdAJbBLCPEfwOTs1dXAhwEfoANvmyty+nwgpTwshPhvYLISxjeEEGumRam+g12vcyN22ZKFQohvY9eLrcUeE16fb3sE+NSL6Q+Qxq628YQQ4qvYQZPl2CrByfpWHzmFW3MRf2RULF2/f2Tf5ud9nVUsXf+ir7NzCSmlFEK8Fvtaa8RWQ1wlhPgV8CgwgM155mGf7zdhp4Qexyb1RbwAnBNSK6UcE0L8FfYMnxPbEv7N2Enb4TOsawohXgf8DNsOHqDlXPTrjwl3uBxF1cjExlBUDSOTIjl4Ys62it9F2SdfhRk/fUmes4Fi6HgNW+LlMHJ4UoVIluqYOXBRHU7C85djZlKoLs+M5cNb9zO0/RAAZibHnv+9a05SqyhixutiKaBXHl5KQmtvX1DxhquRr7uKLdtPsGd3D36fzvVXL7GXC4EjnyOrCIHX6yI1zfHYEU/gGR2jd8M6ZN5leNeTe2kIurG27CPbuJih3iyBrJfw6naEP2ATUn8A5ZKrwDAocTpZd9Kgu+ehrRz96k9556H/w52vv9tYX04ynqZ/5z5kj3295pIO5pnjqGYOImBZBsqi0xuCet0Wa5e5aJ9fwlObC4ZIpmlRMdpD35btqEDzgtUI0Zg/DvnopapgGKdXJWkaUDfb78SywOs2aalJE/RJdEPwWGcZqpBc/JuHUTP2xFroWBTn9fO47wf3kcgIym6+iNDNFyGmXc/Dw1Giu3djJZIQDCJXrCKFjwNd3il5dSzUiLN7K8oP/gtnWQh2bcNKJykVKv4V66hqsqOyYb+JmUxB7wnGMj7CixoAgSfkxjm/hVyHPW/pCHuZbjeWjMQ5/Ph+sqZC7Wf+jt67HifQOI8bXlPB+DRxYKCmhkU3X42/upLR8QTDo3ESe4/S8fGvgmWhODTSX/sAi95wIzsPpNHLluNM7sDwqWBJZNLNs+sv4aLz6tn2xAkW3v5JfEGVseowpcsbcZf5SQxO9y2QuKNDzL/91yj5FI9Rdwpqr7T7nVJwO+0TLmeAtmAx8kQneH24116J8bBEjUlMS/DqCz2cF1/AU49uJjcaoUYdnUqeUvQsyf4EstVhh7UnsWM7sac3EwOqL1rIm1bBbeI1RLMFsiyEHdo4OWrbUKXSk5830j1nb9Q0SWgBvE54/+tCLG51s/NQlm/9JjLj2BSCKmLqkx/8LsKrN/lZ2vrCzehebrjiS5/+2kOf/ALAVzh9JEliE9qvnaNd73ye7f+LfH6rlPJHQogS7GhsCPjiHO0ngDdJKeeqBftC8K/YY8Bq7Hqc7yUvfc6P+a4Hbgcuw67RuWmObTwFvOFFRmkBvguswSbR/3fSMgu7ru5ZqQuL+OOgYun6r43s2wxneZ1VLF1/rq6zcwopZb8QYhN29PnVQDm2JPlDp1jlEeCdUsozlaEq4hQ4Z6PbvPnTlcBBCgZQZ2U4IKU0pJS3AJ/Eni18RTIlZyBMsK4Vf3UTevL0hkvCqaGVzSzH5SqpomT+CkiBnDbInS7MSZz0iykn5dc68hJj1eXBGZw5CO7tG+OpLUd5du8g8dRM59pAfRWKVggZhZrnjiAvXFCH1+vC7XKweGH9DJJbRBHTMTKW5P5HjjI8mqbzRJQ9B4bmbLdiWRN1taXU1Zaw0Cuo2rMXy6FNEVqAnIStD+1gtLGJEemlz9HKodKLSSi2EkFMmaApRMdmntu54XGGb3uQ6BM7yEYSJPrtlADdMIlEk7TOr2HDqzfh1oCJMUqr3TahzePka+xUGB6JMTAYmfGZlILkeOFe4Bo8PiXPlpaFz+tiYXvdnNvLGYVrP5Gafasej6mkshqpjMrRXi9S2nLkbE4hlZ0ZShOqSjrgw9PeSFlQhxOdMwgtQDSeRq7ZAC4XorQc3eVlaNyJlIJIqKvQr2UXsPxHX2HB59+LTKc5XrqOw1VXM9BrEvYblARMMmmT7FNPwbHDlPXtQOvYN7X+im//Ay1vuJSqC9vRtj6Osn8HANpgN5VmJ5ah45BZalfWIv76Y7z/5x9k5SWLyQzb0Vg9meG5L/yC3930j2SjCbqP2qb78e0Hp/LEpWUR23+cO+4bZvPOGM91wfF1f4XlbedYYBNHlq3D6xpi0cCDvLdhH8FyF61vXE/tpYtxldomRzJ//NylYUAgRkZQTB13eYBQew3zhrbgMFNoZobeEzke3+ui7/AocvMTEI2gbLwUdc06Hniwm4GIimkJ5tdrbEg/wsiRwyx463pqP/R6uhdcxjXak6xVdvNacQ/1l7aiBAqVKSw0rKftwJolFCb29dArq2cQWrAfmo45OGtZ6GQpQOF8Vpg58+N1z76fL20UXLlC5ad/SPDsvgz/c0dkxnL1pG0UOvTn+WzIE9Vl2HLHk3P4EvnPl51DQvuiIaX8GrAS+D52JCiHHXTYiU1A26SU95/D/cWwx3OT+IIQomza8ghwBXYg4x5gKN+nHux0ttcDl5wiD/b5IgtcDnwWO/Kbze/v/4ALpJRfOQf7KOIcI09Uz3idvVwJ7SSklN1SyuuxJ1X+E3gW6AUy2Ca7h4EfY6sJrpBSzh0NK+KsIM51fdJ8gv9F2BryrJTyX5/n+ouwbz6vBTQp5VmI8553H3vr6urqent7z/WmpxDpOjArz/ZkaN4ARmqmA3moeRGZiVEykWGEEGQMhdGME5/DxJQQD+tU58BzqsCOok7VFvSUVeOvsYPehmHy5DOHppr5fW7Wnjczp7LjrsfZ98PfU9LWwIX/9l60F1HupYgiDneM8PPbCgGGFUtqeO31p454Sik5cKiX4ZEYChItFicXDIKUqMkkpr8wCXSgy0M0odFck6GmTJ+2Ddh11IeiSK7Z5GdgYJixPzxJz9d+BkDNBUt4/cPfwrAk23d2kokn0bIpVl64HK/XRe+xPjpHUlhbnoIJu8KDunQFNM4Wj0zKladDxcKcNlcoJXR3ZGnoesgugeTxoGy4GOFyg2XR3FSJz+9G01QGR9Lc+0SC5uospUGToz1uXE6T6lKdrC7wuqQtVY4nwelge1cJOb2wr7WL4qQyKvuP27LUuu4DrHz2DyiKIHbjJeSW22ZH0jSR+3ahrDgPt8uBw+kmHi/ch2RkHBG2J8SiSZUBf4xHBnazavTqqTavvaaUkD7KA7fvpjdcyFEOOIdZ0uaGZALriYcLByYURr3wEgBKwj7qXQa7fvhrDv7PIxjJLFJRcAU9XPaLf5xaZTztIoGXJSubqav181/+SxE+lV0bc2RcFivuE2z4uzeiNzSitLYR33GQY5/8L6qWNrPpH25BczroHYjwiLEKU3WhKHB92zj7H32OUmMIyzAZ39dHdjyBK+ylfHXzHGclLLr5Og7+9g/oiQwDjx+k4doVCEVBWhKhCDSvh9ymN/HUPbu5yLF9aj2xcCnoOeSxIzykr2OvuYC1JX1cZDyGpRvg9iCaWngysYQl409Rkj7F+F1RmeiOMFLWzuOsx9vfwXDdCtzREXKeEJbTPfd601AaVIglLRQBVxj3k7K8GKkcY4FmDsrCc+CdNwT51QNxUpnZ44KSgEIkYc2q+VsWEjNqIU/iivO9/O2tZ6qm8uJQX19PX19fn5Sy/sytzz0e+uQX/Nh1WQPYJPHAn9AUqogi/iwxsm/zrOvsZWYKVcTLBOfctSGf8P94/u+FrH8Q2xXPh+2Q94pEqHEB6TG7JEQ2NoGRnl0+S5qz3SQzkVGy0ZGpwfJIxkk05ySSA69mUJ/WmTM4KhR8VQ0zJM96auY1Pz2Pb65J9Pk3Xsz8G4v1nos4N2huLKGqws/QSAJNU1i9fO6I5CTG+kcYzhtBWQicNRX4R8cQHjcZp2OyhCoAmiLRVGipdWFZFrphIiWYwkNFmYelC3yUlVgMDEDZdZvwzG/EHI9x3YdvQnVoDPSNkRkdw9ryFDlDZ/vRw9RddzVpU0EIgXL+BuTwIMLhgPLKOftrxJOobheK0w6PScvCPEnaLQRUWT3IQAnGsrVobg0xmVeoKHT12FFjt9sBwkl9RY7eESfRpIXbrVFfnkEIcDqkHXi1JATsSOK82gyHTtgEtjSoo6kQ8Bgs9h8nlVUZOHyQroWNVLz5VaSzxpTbsEyl6A0sxxv1cN7SIEeOjeDQYLLrk4QWIOQzydVkyAzPvJfc/+goiaxCwDuTS5SX+1m2tJYD+3swfQFE0r7vmaXVqIDTobGgrRaPx4mnNEz1xgX0PbgXLItcJMnBLUMsuKAK3VQ4MFLC5cuiqMN7EfUXsuK9r+FfA79h93X2TWzfFZI1HXE4ehBLCAKNZaz83Duorwyi5X+T+powS3c/xu6Kq2kYOcrg0acpzSfC9j96kIl9dpQ31F4NNBe+SH5y0FdVQd35q7BMk6O/f4i6K5dNyfcnI90Ot4uNG8owHztqx4Amj/OhQnS6ThlmQilnY+Zh2z0eEI0tKK3tXIyOI7WUzGM2qY1LL4HSIEwM5k8TQUl9gBIG8FtP8uu66/CO93HB7Z/CUh2MLNyIuOGN7B8tGISdjPGYhapAzoRnJ1pY8dt/Q8vpNC9ZwsTVf89QyklZso99++p4+/Wl3PZQnOGJmRHYpa0untw12ydiLkJ79XovH3hdyazP/9yQJ7Db/tT9KKKIP2fkCWzxOivijHjZWhFKKZPA9jM2fJlCKCreCnsQ7wqWMXF8H9LQpzfAV91EYqALK1fIrT25/qw2NUaWNPpTaGLynS030zx+wi1L8pEDi0xkBDOTT0EJltIfj6IpCuVePwvaaunoHELTFNrnvziDqiKKOBNcTo33vO0C+geihEMewqFCqZ9MVscwTHxeF0IIjEyWfT+/HXn+xinSkEhm8ZSUsnxZI0IItmw9AkJgmhD0G1yyLsyC+WVs295BTrcH4A6R4dYbmlFVhaMdhciXt902q9I8tvrA7XYi+3sRS5YjQmGk10ffUEFZIVQVUXN6Ej7x8DaqFzVjLZxnrzM8iKysnpGzLA0Dx2AXorUdl+/U+YyZjA7oVJZARdjIT0BlZ0w+KQozZqNKAibL5yfQDYWQz/7+QhGEmssJAdXzL8c0Bc8ddpNIq4R8OgvKR+mKVjOcUiAFId8wLudMUmJakNMFbqckNzBCvRpivnNmpLo0nKMtZHCkpwSRkUgp8HlMfB6V7u5RhKKgL7mAvqNxyipUSubbEwNlZX48HjuXP5dMU7K4jmBrJdKSHPzOw3R98f/j2HWvw9E2n4uuSRJwm+gZAyObZc0XPkzvrgeACAB9SyDZmUP2JElFOgi21lFb4UZMe6pZloUnN8Yl1gHcW+9nfGn51LJU/8TU6+iRQU5YO/A3VlDxvluhpBSZSePoOUpiaAQzp+MtLyMxWMiXnkR6PMLmr/wPJ35wH7VXLMFbFUKaFprPM1XW59JXLeY1PoXDt0871tkCQXRXlpH2VTE+OI6purnqPa/j6z/u5/CQk7cZv5pqFxL2JEHd+AGQkqPr30y8vIX5mShCeGdFUU/+XQGSwj/l+KTv38+yw++ivHEN+67+W0Y7YVtnhKvWeXlgy8xUxrkI7XQ4HdDW4OSiVV5evcl/2rZFFFFEEUUUca7xkpBaIcQybDv2Cmyr9O1Symdfin29EqC63JS1r8Y09Kl6mIqiIhQFpy/IRMcezNwcplFC0LaoFaUnSjqVQVMK0V5LCEoaF+L0BadFDhTCLUvIxcaRmoMT2RxW3ijGtCQ11SXUVP/5z54X8fKB06HS3FiI/JmmxehYnIOHe5ESKsoDuJwORkYimG2LoK8HSkoRfjunMJ3J0XlsgOHxLEIIkmkFp8OiutSgqsKWXcrpzjhSksnkOHC4j0Ri5jUV8BdkmuVlAXytLaQdc0e3amvC9A9E8puUZHUFKcHjsvdlprMEVi1ENteydFE9piXJ1ATpeOBxlMZmCIRIZDSUZzdzwruWal+Ik4WYfp+LRHK20egkbz2blESfW8IpchqFqjI45iSRtiOT0aQDMb+F4RMZ3E6LoM9AVWazIFWBgTEn0aE0jq9/A1d5kJu+8xmeG8qRyTnxewyqy3RUBRY2Zth+2I/fbaAIyOVMYnE7H9lT7icXL6dLV+nukLTWZhgYjEzlEJe0NDB6qAPV5cBTWoLqdmJmcvieuJvL3vw+ykrtYzN6uA+tyeJnvxumpXkxY95nAJgXLWHs9weIHrInL3pvuJXh81qYnzlA3fwWNE1jqKcPyzTRh/fhyRioGQPTbT/2SpY0MPjkwanvHesYwsBJZamd+ic8XsqWL+HZb/0IM5f/TmUlpMcKZHgSfY/vJj0c5dgvnkHzuWh/w6WUvPlt3P7z3QybYaIPVPCV93txBf1kYwkUTcM9r2UqsJsYHUfoEcoCOlKO86UvPscOYwEAe7R2lmtHANgvFvGaS/wcDV/A402bsBz2Ob3zJCGe2wWZU3jYmupMA0HLMEmVzJzAqSnT8LrFlAz56gXjrKqL0xd18etdlRiWMsuQ6i3XhvJu00UUUUQRRRTxx8c5JbVCiHXY9cdWzbHsKPD3Usq7z+U+XykQioLmnJ2jKhQVhy9UILVCgbzzvVA0XF4fSxfbTq2JQSfpUdsnM1TTgisQnrU9RdVwl1SSMXSszNjU51lTn9W2iCL+WNANk917TxCPp1EVZSqiNDJamKhRyiqgDLtczzT07x/AUWNfAz6PxXjMybrVZQQDXkbH4qTSBVOn+a3VnOgZnUVoAcrKAvT2jWGYJoqi4KuuIj02Oy3AtCTj40kURWBmc/TuG6XXYeej1ldkaajKoXpceJprkUAynaOupgQz5OXE4qWYlkQoCv2jTlKB9WScJeRGTXy+9IyoaHt7LZFIkuHhGIlkob9GIoXmP7WU9PlAOYm0VpR5mVcRpaI8g6Iqp4zshf0mQ+MhzOr50LUPK5VlZZtEN3NoipySKquY1Cp99Gdq0VRJwDuTYAsBmZzduKPPzcq2FJaUKEJQtWIJo4c6AEhPRDj/X9+MsATZZIyRE1G6O6JgmRx3LaH5UBpNMfi44208ZDaTJYtv7zyihwpVH9SnHmTsoi/RGNnB8X0HZ+Rb6Lks0TW1lHZE6Vy4HNlQwwW3vpnoszvofmwb43uOI6VFzZsuLRy7VJrHPvxVpNSpu3wJqstBJlI4N8esECesOiqVMfzegirASGZpuuR8njjuZIe+yP4wZbL/uM7FH34X0e4+/FUVOMMhRkZjDI/EGDvYD7ns1DGrECOATWofNtazz5yPicqoLGVT1GB/JGhXAc1rduZV25MMR/sdCAEXrZodaZ3EkpXlaMk3MrTjCIPzLsC/bDGVP/kPuldch+Hy4/cINq3ysn65hx/dHSUyMs6V7TaRL/cZDCci3H+4lCvWeokmLS5Y6mZZq4v6qrN3Vi6iiCKKKKKIc41zRmqFEDcCvwFU5nYvbgfuFEJ8Ukr5n3Ms/4uFv6YZ1enCMnT0VBwjbU+7S1PHzKZQvPbst7+6CU9pFQhlVrmek+FSNdyag0xe8hxyeU7bvogiToV0Ry/Rh5/D1VhFybXrZy3P6QZ793eTiGeorAyxsL12loHSh7+6hZ8/3ENjuZvPvamZ8uCpB8AiGEJVhC2pP96HlZFAcGq5YUk6u4Y52jEwo5Yn2LWTJ+Wt06GqCl0nRjBN2/zI57HwnjTHdLgvxcB4jrBfY2WL3X/VMuhXC9LbvlEnDVW5Gesd7xrmeNcwLreX1WsXsO9AD5mMjs9tMe60lRHprMqOIz4WNqUoDVo0NlQQCngJBby4XQ72HegrEEXv3MY/ugHH+jwsaErPmVfvcmqEgp6pmq0AVaU6saRKPKWxYJ6PhY0aY0/vgSrbrqDwMykITGT+1h1N2NFdkYhSev0lSCkhEUMbH0VUVIHHJt2KlaNpcZAGKzFVoiiTEzgdktGIRiRR8PkzTXvbz+04xqrlzXQ/PS1FSkoSA4OF94kkQ4FFDAYWo6tuvLuOIgIVONC41roMgAfUEWIOL0HdJm+yvBp/dARpWghV4WTGbmBx5Oob+NH+RjgIZf0q3/3H11C+pJmDt92Doqm0nNdO6bImho90c98Nn8BK20TT4XNRc/GiKVXAhBXgl7lXoeMAJK9Z4GTtsqV03beNpivWsPCWq+h/zs4Cd5Ph9c77Ue6NsHtvDavf/eYpE76a6hKSqSxjgdCM4q8DVkEmLYAhWTH1/tn90yds7GPaOejgTRcnkMkk7e4h6kuW0lyr0T9i5JXGNvmtEsMcOBZkR/VNcF1+Ezpc+ctvEdtjcKDLIJ2TdPbpXLjCw2ffXc7EgMXggQJpd2v2pKumCd5xfYimmiKZLaKIIooo4k+Pc0Jq8zXQfjRte+PAH7Btq8PYtcjasZ/A/y6EeEpKuXn2lv4yIRRlKv82OdQzRWqF5kA9iYyqZ+F0CXaJk+ZwKclcFk1R8cxV66GIIs4AfXiC4x/5GlbKHkibiTTlr7+M0bEYQ8Mx/H43ek4nFrNl7oNDESrKA5SXBenrH+fY8SFMCU/tHSGVtTjUl+LHjw7yydc24/O7KS/109E5u9SPw6Fx/qp5PNM9gNJWaZtAWRCJawS9OkbeY800Z9uAp9M53C6NTLZgxGaaFpYF+497aWvI4HJITl41ljL499tPcP/nVhTWc7rRVItcnh85NEkqI/C6Z4c4E4k0j26OsHJhKceOD1FXkcPtNDnW78GyBPObPZS1RPif2K9xxlS+kP0wWtzN/oMFQgunriMsBMRTKvGkSsg/W3K8ZHEDuZwxjdRK3OUZltcmsVIaS5rLeG7HcaxgGDHNudnndVLtMDhy14Ow8nxGzHKiSRUlMkLFO15HzeoqzH27oOcESIkUAse6Dbg8btJue8JNVSQN/jSWYfGbfTVMkijNzGIoToQCzTU2QUwmszz9h20YuZnHUORMpLNAgisSHdTED5J0lZHc24+e8zL+tiuoqQCfkeLiBpPPb7qJtyQPIeM5gmvW0775LqLLwoWNOp3gC0A8CoZBV28hL3QsarLnt5t59kOfQ0+kWfXh19Fy+SYUVWVseJTKNc1IKRl99jiekhIq1yxn+Lk9APRbVXlCCyA4nqpg9Bdfxj2kE+vqZ+GbruLiVa185WcTLFOPUK5EAIj1DnD//z2LMn8lV17gQ1MFzY0VpFJZous3MXSwn60D5Ryw2qb6KaWcoUXP6VBfqdI7PPMccGoSv5qme0Twh3vtyczKEjVv+CRQMCkRMYbkbOOzH9yXIZOfqzFNuOepBBeusJ89/akAx0bctFVkGE9pPNlpl9G6b3OSLXvTfP+z1bhdL23t6yKKKKKIIoo4E85VpPZd2EW9JXa9pQ9KKWe4SgghPgp8FZvYfhQokto54K2sR3E4sfQs7nAFivrCfyJFCAKusyPBRRQxFzJdA1OEVgKJg124Emn27e9BAsMjUcKhmVLZ4ZEYh48OkMsVSOWHX1XHB75zFADLkuiGyfIljaiqQjjko29gnEg0STptD8YbG8pJ5XSMWnsALoSd61keNnA6tRnbngsrljXT0zdG/4AtmxRAJgfpnILHNXc9rGTGwrTg+FCalipPfr+CRa0GnX0qqgqN1dmpvNqTYZiwv0NnSauY6nN52KQslEAiqCyXHBtJ8xZex9O5bbx136f4vPmZOXNnLd1EccysZubQYPWCBJo6u73DoRIKehkeiaKpCqZl4QjkUHz2cRKBHHv3d2NZEqWqGjk+hhWZQFRUkSTAMUDUNiB3P0eFx0uFZWEsWIJU/HZpozyhBUBKnL9/jLR0ob/qYhylIQLpMYKlTnRV4FAtdDNPcjqPEPjlt3nNcz+ho7OQ+ClLQogVq+HB+5BYCFXD2dBKdHwMtx7BEA40qWOhoBpZahaVo+7YR3jPQ4QuvgBFUWgq1fjMuxdxxY3vI9fRw8Sj29EvuoToob2FGr0lZaQ8pXjz5ZkW53axmWayuKit0Djy1f9FT9iPqp3fuA18Fuv+7t2MdR2lYo1tABZoqqBm02rQVIJtLcSOHqdaGUHFxMx7SouJ3biH7HM3G01w8BcPcNG/f4D6So3c2MwJxUd3mRzcEWHfsSx//9YyZE7nwAe+yMDW/Xgqwqy47DxGx0YYbtsAQP3IXpbccAH3b7H7aUnwJMf5388s4Ms/HqFvWGdVa454WmH3eDUewlP7mu5gbKEyZJUxFzIzxQeksxa6YTERs3h8R4bfb6nF67DIGApqKg4e+ztFEhYTcYuaIqktoogiiijiT4xzRWovz//fLaV851wNpJRfF0KsBt4CXD1XmyLsQbSntOpP3Y0i/sIhpaS7d5SYy4OxbhnKgeNE334Do+VhRo70M53WuVwOggEPsXgal1NjaHh2feaKkAtVgboyF2+9pBqnU0NRJsmfIBZPY1nQ2lJFZUUQt9uJrhtoqoKRD6lWV4WY11zJgcN9M0it3+fG63WRTGXQcyYN9WW4nCqOyDCqFJhCRSLwuu0yONMRDntxaBrpTI61C0LcelEl247EqStz4dQURDxJMJJgSUvlVAkXYEa/dAPSWYXjA268HkE0NtMlVggQSEbHEoSwI5uXy010ZrpxB5xk8m7l0wNy0wmtqipTEem5CC2Arpsc6Rigr38cgGxOEFMUKkL5BpbAMqf9aj4/ZDOIQMHYR2ltw+w4DOkUWBZaYjPK5dciRADRthB5pGCq5ByOcfi5o0zcuw39lveyeGWQxjpwqJJNvp1MHOoiJT10xTys+PAbqa8rJZ3JMRFJEtt+AGV+E4rDiT/hJLNsPvqCeRiKgitj8twRL5Xxo1QnDnKw6hqymh+f06Klbj7q+OEZ0vYFDQE0TUFb2IR3YRPdP7kHw+VD83sRTidi4RJSe04wOe3ikhk+eskEsVArm9YGue/hghJGqArZWIzDW/cSq2lFBCvg8H7KVrXha6wGwBHwoccTVCfTfGzFBEfipfw2+T0eSD/Crf9X6NfBX9zP8d8/zV9/7gM8kV1BtDdGhTnIs6NVHLRssrzzsH0uHr9vMwNb9wOQHolQk8mwofNXHD/6FFJRufGdq2m+MsQDm1PI/HeP7j6AdVzlax9byF2PRfjtI1GeOuACBKVKjJRlf6+acpWxnjG8E/3Ey5uJOMMzzhtFAWuOOZ6j3Tpv+FT/pEkyIEjpdpmjdfVpnhmz0wGWzHNSWXrOS8kXUUQRRRRRxPOGkKerAXC2GxHiBFAPfFxK+bXTtLsUeBg76LNQSnn0Re/8BUAI0VtXV1fX29v7p9h9EUW87NHbN8bRY4Ucx1AuS3QOozMAn9dFWVmAgYEJdOMkoyDA6dRYsqgBp1Pj+IlhLEtSWuLDkpKykgC79nSRydqjZyEEG9cvQMuzt1g8TV//OC6XRlNjBePjCfYd6JnVB1URLFncQFmpTdIGO44z0D1IRAvOajsdixbUkcnoHD9RKNXi97vJ5Qysoz2Ef3o3ImeQ2rCCxNUbZuUKA1PSaNMSWBZzRnJVVWCaMz+3sKitLmFkzGR8PIVXyeKYo+yPz+cmOc1ICstCpDJIr4e5i1bDyIRGRVkOoQ3gqgoS39lF8rBB+MJVnKRmnYLbqZEZHwd/EDkyhLV9K8qVr0KoKnJoAGv7VoQpcZTW4nD5GbzzUY60XYR53oU4VIurloxRKiY4fPfWqW2OeZvxbLia6y8vIz4eI4cgum0/T33rdqre8mo8iTiyshwZLvxO2w748big3BGhK1Zwa19ROUpTMEpiYIxQXQWqU6N+2RKSA8NETvSiOdzc+9rPkM3k8C9ooOWz70aLRvCXhIls32ab8FkmSIm7JET9BauJ9w2z+9u/I9o3Ts27biLYWs0xaz5jMQdOh8Ui5QBl+gihtuapfmRGJ3CXlyCBlK+C4YzOQeUgD9z/Ha7e2oxzVx+OoBukJBdJs+Lj17P6XbeSGh1n2y/uJWso3K9fiF/L4QiX4BwdovTbn5na/rrPvpPz/+GtdN2/FWfYR+9jO9j3yEF2WvMYaVmDOzHG4kf+P/w3v5prXjufsmVL+ca9CnuOZlkxX+Pjt4bYfMAknrJY4R3k7ms/iJlIkQpW8uzNn0f32Me6NKigYOGKD5LEQ0SGOBPefWOImy4NcKAzSyRhsWaRG6fjLGy6XyLU19fT19fXJ6WsP3PrIooooogi/pxxrkhtAvAAt0opf32admXACDapvVhK+dSL3vkLwJ+K1Eop0U0dh+qYc3BcRBEvF0yP+gGUlfoZG0+cZo3Z0DSV1Sua8flmSuAHhyIcPNwH2CT25HvQxvULcZwkvU2nc+w70DPDJfhkqKrCpg0LEUKwf9tesokE0TOQ2hXtVez/1Z1kIzHEvPkoza2UhH3kdAPlx/fg3lOYd4u87Xr0+Q1n9d1PRijoJRqb243W6dRwaCrZw90YDbZKQx+PEttzjPi889A8TuorCvVZXNsPELzrMbLL24jdcIldIPQU6PiHr5Ht60cfiaM4NK7b8kN6791M3OHEv6Ldzt+VkkDAQ8Dvpn8wMrWu1d+LUpvnCtkMMhZFeAPgs+OePk1h+5YkE25bIq6pFitqh9BG+5GdR0HXmXDXkVx6Ne19vyc1MASBIO6LLgVLomM7S8lkEuHzAVBeFqSqqopgQOXOe4/R2V84d86vHaIukKI3XcoVr1qKEIKRA0fY/ZPfADC09SjDz3RMtW96/QaC9SG0unrEivMwOo7MiDZPweFEueQKhMNJJKFysKsgp6/yJWk5djcVa5aj+TzoiSSK04nqdJAWLqJaIdL9+EEVt6uC+Xd9jvACO7I7uuM45atbmAjMozTdM1WrPCsdaJjsN+fzsLGedf330dq7hYoVbVz61Y9O1VPe/vVf8cQnvgnYD03T6UHLpcnUtnDea9tQNBWH18P6v3sfTr9v1ld77OP/zc5v/N/U+/2Xvp+BhZcAILC42fEgjeoglhTcq2/iiNUyaxuTUBX4/z5ZRV3ly8efoUhqiyiiiCKKmMS5kh9PjjxOPeK0Mb3A319UQTvd1Nk/cIC0nsbn9LG4ZhGa8vwPv5FJEes9iqXr+Crr8ZRVvwS9LeIvHVWVIfr7x6dkxpqmUFbqJxZPo+unqIsKM2TJpmnSPzBBY0M5Lpc9ENZ1g86ugjHUXJNqum5MkdpUKsuBw30kkxmskwtjngTTtJB5AyTT7SdzGgI8iT23/QFj0O6PHBlGVtcyEbGXecOFW5QUAiswu8yOaUnUU0RLpyMaS02vMDMDuZyBaZqYDVVYpkm2Z4jOz3wTfWiM7Dv+Fvfa1dSV56OrUuLed4zM0vnEb76c6Q5TiiJmHaP6j9xK13/8GMXpoebtN9I7liS4sJnen/yewCrbARkhcDkduFwnuUZLkKkUwuvFqarUOAUnvB5EJof/7sfRRiO0XtLC09KHy/LR3hLH6fZDqB0ZLiX77LP0h5azkH6b0AI4neQsEKLQb+HzYXYcobqunCWLF09N+IUDEPQZ5AxBeSBHrd+eFGhqDDLReYIDdz9CdDzJpH6g4rxWxnf3YORr/2rz50NmBKtxHgIB7lP4C+g5ZCQCLheuzm7axjMkXWUMBJfhdSu4q8oZ2rwD1eXEzOYoX7MMdY6JBE1qVJcqU4QWoHRFEwDHxx0EHZMZuOASNrlNYsuER86/ns/+37tnbTNyrDDxKoDDG95GoqaVhpI0PzJrCFkJrpFPkhodJzk8SnJ4lPKF83GH7ahruHVm/dl0sApF2Hm5ZSJCo2qrMRQhWa4d5kiuZcqEyqHZ0vpJmBbEU3PnoxdRRBFFFFHEnxrnitQq2OPZ0446pZTWtAjly2e694+Aofgwad3OtUvmkowmRqkOPn9Cmhjowszn4CUGjuMMlp6xvE8RRTxfBAOeGRfz0HCMlcub8Pnc9PSO0d0zOmudky9+KaG3f5zh0Sjrz29HURQOHx0gmz29ydPwSIzmJruEyd4DPaRS2dO2n0RjfRndPaO4XA7CJQHGInNHRqfDyNkOOWL5apT6xhnLUpesRSoqzt5B0svbMKtmm+xMJ6lymqPwXDidKGZSmqyoKp7mWnyL55EAjOoqUlkVczhHTSCNONJNRhFkzl8yg9BmdQj6NUzDxNJ1LEVFSokWDrDgX9+NKCmdautormXZW65hfFp/R8dipLP2cZamiezrRu7bjVRVcDpJmZKOtEauvIzKiSTuvXYEu/aXI6ivSoPvWoLTzYJKy9A3XkubQ1AvIkwWhBElZXMeI3V+O77Giqllnd1pdh5xIyU40FnZmsQTruDp3VkCD96BjyRZ1UvSWYaLmH3sNIWyy84juuc4JZdfgG9+HXLfCIrIezHXNSKTKdJb9pA8Poga0ChZZJM++ewzSMCZ/yvJ9OHWY8yvq8S3sJVYRoMRW/Y+se8wra++goDLhWK6mYimiKU12rQRFiX2EQn4yMXtcj5SUUlLB5ZQeUi/gMu1bShC4gkHGHXW8Wz3UlxOwVuvm6koSA6Ps+f7d+AMeREeNzKdgdJyFrYphD2HuEO/CoCoDPKkfh7Lj3dz7P7H7N/X52XdR9+DK+Bn+Xtfw7G7n2JsfydVV2zgkn/YxF2Px3n2QJak9KBLDYewr8eIZfdh00ovN14S4FPfHOF4/8z65vs7cyxsnjsNoYgiiiiiiCL+lDhndWqLOD00ZaacUn0BUVoA5Ekz5edAPl5EESdDCIHL5SCbLQxqd+05gcOhsnpFCy1NFew70DMlSU5g4WduB9RcziSXM3C7nYyfhYTZnY/qZjK50xLa6ZFPIaC7d2xq2cmOzKeC0rYIKxJB1M6hXtRU0petJQ24nCrkZkeos7pFzoChSJbGCg/qNL6mKgoSSS4SZ/yBZyjfuBpRVSB1pyPBVbdcQ/O8eiwLJiJpGrQ43myOviXtZFYum3HdWxYc7XGzoDGDQwPy9xohBEoignVwH8qGixB5J/TSEj/1N2zkyYe3YzjcUwcwmcxNvZ6S6ZompNN2FN4yOfrPt1F66aoZfW1NNHDCJxiLapSHjal9B/zgdiqU+cvInb+GiK8UTlNa7ETPKDXVJbjdDg4fT099RR0HB588hDFvNdl9O6lWbcKY0YJEPA2Upm2ymVU8HLjwFi76kE552EW1pmO0VNKXcHK8L0N46CA5h59kCqxMmkBbA5ZuoTjmPm/LU10oKTcEyjFbljLoa6M9GGPxhsUEaqtRnQ7qAUtKjj/4BMc7nmIyM7u0rQUkjHccx0OONdoBHtbX8Y3sm7lG28Kly8JU+b18TduGC4Wahuum9mvqBo/8/X/gqQna58jGC3nWeyHx8mZe43lyioROQsfByIEjABjpHGbOINbTT8XidvZ+/266H34WgM6f38Pad1/HJ/5qCd/+TYRHnoM7cpezSjtIQnp52lgNwJ2PJ3jLdSHmNzhmkFpVgeXzi4S2iCKKKKKIlyeKpPaPhMpAJclsilg2RtgTptw3d2mFkyEtk+RQD2YujbukCl91E9ETh5GmjreiHvUU5j1FFPFiUV9r11udDl032Xugm8ryEMuWNNI1GuFDvUcRhsnH0nPnrzo0lWxWxzQtzLmsVk+ClZ+4OZXMGez82VUrmvF4nDy9+fAs2a1hmHPm654MEQqjXH7Nadt4vU7OWzmPnr4xRkfjM/J6fW6bQLZUzSbREollSbSgn7JXXYS0JAqQHRjBymRJHDpO+dUXzqhLO0l0PfNskq0oUFaiMyDKZtojC4Gu28tVFdobsmRyCg5t5vEV5ZVI08B6+nHUtgUsuGw95WX271SiJxlGhXgM69gRhNuDWLgY4XBOEeMZMweKYP5HbyaXjGAdHEMxJHpdGY5V86BfcrTXTXwiRlOTgp2qK0ltf459fb1ol1wObvsYJTMKD+92Y1pw47rUlNeVlJLRsRj1dWXUVDjZOfkdpIknN47W+TiaUlAI+HNjdJVewMHKK3DrMZJJne7uFI8NjvPx9zWjOvy4G2vY/39bkEc6cF+0Ak8wRGhZG1b3ceS+3af93VEEzlAAC/CXOfCWu3AFKjn6wONEO08QqKtm9btuxeH10P30thmr9jy4k2wsSenygvzXJ9J4HRaXXVWBoghMw8AocZD83gN0PryNiluuYMHrL2Oi4wSemmD+8Ata6iwe8CwGYEiWsUbZzyL1GAfNVjykWefcRy5tMfjkYUae60RoCqVL1pIMtzB+6MS0E1Iy0dFL7fplLGl18shzKfpkNX16NR6XQDfs37kkaP/2H3hdCdVlGl39OpWlKptWemlrLKqCiiiiiCKKeHmiSGr/SFCEQmvFvOe9XnK4h/SYLd7LJaKUzl9B+aI1Z5Q6FlHEi0VtbQnDozHi8ZklalKpHF3dI4yMxeifF+RpkQYHJEWUK3JuNhiFiRZVUfD5XOzY3YUQtlNyMh99ra4K4XI5ONE9U8rs9drRQ7/fTXlZgNGx+Ky+rVreRMDvob9vdM5c22Qqi5TgcTtJn1SEUwhY2F43w6zqdCgvC6JpKi1NlaiKQuJ4ntSeykY4j+n9Uj2FfE5ndblNXFvqMYbH0MrCyLERrI4j4HQilixH8UwjydOI7IztI3Co9j6cDomq2K8l0s4hBRRFp6T0MEZUJ6m3cPhIH4fFAGUlfqoWtzPyy9sx80nEEsDQabz+GobWnk9mIopUVOT+3UjTIpMT+FbNwxgeYPT8tYhIFOlxUlFq4fGkyOYUApFeFKVx6riKZauQi5ZimSaTvX9gh5tjg3bEtvNglPmLQ/nDKafOjRp1kAXGYSJpjZJUD149inPRcsy6DViGRWb3PqJxhUB6AGcuStgYoSU3TovzIE/oa9j5/V8i87Vq65cvBlcaESy4+4raemQqBZ0FIzDh8SDT6aljXXn+SlS3i6gjhJVXIcTiGcyIrTaI9w3Ss3k78y7fiKJpmNnc1PfofWQ3ZlbHWxfCXeYnkzIZHkjyrkt2oigFR2cE7D7cxWgkDvc9Q9cDW7nsmx/jYLaBnOplodpJPB+YdTmgRfQhBFzjeIpXN3RR0trMiZ0K8RN9jDzXae/fsLjvMz9ly97lrGq4kSrf7zGSKQINlTRfdQEAFy73csejCXqHDUJ+wXteE+L+LWmEgPfeFMqfU4Jbrjq90VoRRRRRRBFFvFxQJLUvc5i5afJLKTH1HKrLUyS0Rbzk0FSV81a2kMsZDI/E6OsfI50pyBGTySzVwxk0wAB2ajqrDDuS09JUSXm5HxA8u/0YYHNAVVVY0FaLqipUVgQRQhAMeOnrt6XDNdUlhENedN1gbDyB1+uiLewjlc5NuTH7/W58fttgZ/RwL2izJa2TwcWTCS3A/NZqvN6zVzh094wyMDiBIgQ53QRdRxo6wnN2EueTMf3a1SpKkbkc1o5n7XIz5M2z1q7H6utG9vchQmFE28JZ17zLMZPMq5PB1Un6KE3aut6Pz70f3DDocTMgPgLA2ESCsYkE6qrzMR95oLCRdIqJiSRmuIyUWoZuKpRct4pVS0vY//Nfk61vQDS3IBQVy+xAdndCLIZv+Wp8Wg5qZtbYlrmsLWE2TRSPBykhY9iPnYtrellqHiKz14HlD4LTiXteNb+6o5vjAw7C/jZWhveTPDBEoH0eqboWEMKWCy9dTVeHj3Cqh6pkBz7dPjd8IsNabe8UoQUYPnAYp5S2e3Oe2ArNgVJWgTWN1E4RWsDh9bD42iuxTIOu/gl6d+xHJhJQVQ2ZQqRedWhkY3EWXH8lB++8D2mYZFxhGj71HgZ+9nuO/nIzroCLlOFg5U0+mhaumXZwJOa9O2xCm8fxPzzNTx/6MPfJy8CAfdYCPvZ3tfRuMylTJ2jRS0gcjyMNk6S7kq0HvbRWNNKVLUeojyEnaye7/ADs7NH4z4d/gm+0m6rzFuIutUlqwKfw3x+v4tHtSb5/V5T/97MIN17k5703hymiiCKKKKKIVyLONam9RQix8ly2lVL+64vq0SscnpIqcvEJkBLN48fh/YsyjS7iT4zJ3FohmEFoJ5EdSfBJJchTWpZmS+NVOTsi6XCo+H0ecjljhiuvx+OksiJIPJEhpxu4nA7KywKUlwVsuWoqSyyeZvfeLgyjIKVd0FbLkkUN6LpBVWUIJU/wSpwqY6YsyGRPM9nj0FTKygL090/QRxTb3+7s3FxnSKEdDsRpckNPByEULGlNRS0RAqnrU4QWsMvnTIwjd+8AQI4MEdXSlMyzcx6DQQ91taUcPNQ35z7iJPgf5ed80LgCX2b/1Oeh5JP0D70eOTqMKC1H1NRhuDy4GxrI9PQgEdDQQiKZwTDB7wWwiMYm2Lk3i8ftQo4Oo9Q2IKMR5KF99oZTKeSRgyhLV5DOCYwU+JU0GDrW3l2g5/BfdjkXrF+EBBR/mueeOca1C7NAK2ZOZ2T7XqQFE61L6RwAEExk3PSVziOsHMJbVc5026/JSYuItwGXEccXyZef0i0q5DjSWfAwkPnayXLrU4j2xShN+bI1p/kN9WSK7p0H+J+HHPiS/ayXeXnx0YNTO69ctpBMJMaTX/xvFE1l6S2v4XDShcjaPfUubOHenx+n07MQ3R1Acyqs1TvQ8s7evrJS3O+/ifC+Y0QOddtdKg/y1DNDgF2eZ9gq4Zt3pOgZFYCPI1WruXWFn9zQKIdd1Vy/OooQbhbPd7Kz6xKij24j5irn4MXvAew82K6Un6eOtFA1ZvDemyx+90SCsajJdRv8PHn7LpzdaVI1C7nriQTXX+SnplzDMMypWtFFFFFEEUUU8UrAuSa1bzyLNpPhhbNpC/AXTWqdgTClbauw9Cyaxz8j/66IIv5Y6B+cmPNzy5KcZzk5zyjk2gkBJWF7UO50aixb0sjxE8OoikJDfRnbnusgmzMQwo7oNjVWYEnJnr0nmIgk5yx9E4kmaZ9fM+W83FBfhsOh0bBxGcmfPEhvSqAuOrWbuMupsWJZM9u2F+qYmpaKnjPo6o0zrzGIcxoREgIaG8pnSaNfDKSEXUfdtNWn8XkKX3Dot49Subwe+ntBUVDmL0CmZzo3P5t5hvNopoxSYrE0ocBMSbjLpbE3sZ90apTbAo8RUEpwiyYGyt9F9egPEViMmRdgbd9q9+XEcRRVRVRWc6RsPYncYgzFjR8PbWSYzmc8LovRsRRlLQuR/aOMjwsChoECiJZW8Pohm6F7ROWOZ3zopmCeGuN67REUkXd1dti1uQVw0Sov/ons1JNAdToQgJlKMfjbXzDPW0coM0hW9WJ5lhFsa8JIpQh5EsRVH5aEY/1eygNZRuMuhoKLMU0nK3beh3csiVQEx5bVE3CflJOt68jDB5DllXZd3EAQPF7IH2tnMEAulo+aCsHPf9PDXnMl1zl2MlWLJ39ilrXPY+GN1/DE578OgGWYHHvwCYbaNpFPWUb1echUN6GNpgmOdLKg2WRkSyfBlnos0yIQKKV/aIDxN3+E47/bilRUEsvXUa33MUI7ACERo2e0IAHeP+RjYGED137oBpK/eWIqei8UBf/5K1lw40akaXJgbyWplF2G51u/idgrH4Ute1JMlkvu/MYPqdvyW8qBvoWXcPjy96MKk2e3nyCRzBAMelixrAlNLZLbIooooogiXv44l6T2pdDDFq19AdXpKhpCFfEnhc/rIjlZ/1NTaKgrx+FQ6Dw+jGEWop1CwMIFdTPkvem0Tixmk7C9+7vJ5uwkQSmhs2uYcNiHlJKJSHLq85Mh+u5lS18busMu9TM2kWDt6lZ03eIJx1JGLZ3qwRzNNdk5b0S6YaLrJ5cSEuw5NIGU1gxCC9DYUEFmDunyi0Es7SHoM8nkFDxuc8ogyd1QhbpyDbJtETg0hNNFVdjD4WPbCMYV0g6LvhYPVQxShl2ap6dvnIryIKNjMRRFobU2hP7TbvRYklp3K8F1V4NXY7Dyr4n71uFL72Y4ug44NNUfOT6OYcLgeBu4KgFQ0gYV+hhjBLHykcx4UqEsbCKESqKkliMnPDhUNytXnIdS12BvS0r2PedAN/Mlecx6htQyasQooqaeTCzBnp/djr+6gmB9LbW1QSb67N/bzGQx07akV8WgPGWbGzmsLGrnFgKXnJ/vcY6W1kaihoolRlEEeEdgPO5mXvcgvtEkhlB4qGkTESXIJrkTVZwUiVcEQppomoInGycybfKg8cK1hBrqOHDnH5CAPuAEE7qtGhaoXXb/nA6aL72Qxo3nkxwYQygKMm9+5vB6ePaoi6tWpVEUyPYOcL7Vw+ivf4zLp7Fw4aVYGYgcPMbglmM8vfnboAiGrnw7x9e8dqofN4Z2UZGIkJZOVjg6eM5cyvZcvqYwghMp22SwbUkdsf4e2xDNNNnV42XVGy+lplxjbOvcUfzYtLmSil0PTr2uPfQ4V3/746SSsSkjtFgszdBQlLra0pM3U0QRRRRRRBEvO5wrUvsv52g7RRRRxMsQC9pqcTkd6LpBQ305fr8tMw6FfPT2jaOqCh63A5dLm3LXBZvsHDs+OPV+rhq16XSOYMBzyn2HzA7ExG70yg1TnyUSGR5/6gCG5WZ0wr6NDY450Q2N9obkrG1YlmTnnq5p/QJpCbJZnYpyD7mcOYPY6rrB0HD0LI7MTKQyCvG0QkXYQBGgqQqLFtTS3TuO5jAIeWcT5dCm85CWhfD5ptyahyNp9myopCO+i7cH3887FA150hzfyKhdn9U0LTqe2o4es793acaNGBiFVtuQKOlbRdK3Clwx6OgA07Btk6tr0AJB6lKj9KXLAaj3J1CRhESSuO4mZnkoCZpTqu6Q3yToM4knVZRpZZCEEJT5DcCVfy/xrViC4s4hS8sx9zzHcF8/w3sPghC4w0GqLlhFTs+R6BuaygU9eULCTGeYeGIPxqb1uAIBqv0hrEjSrj2bSlJ5YivutMVRh5cK4Pe1l/NMcA1YcCzbyJudd+EU1tQEgvOCDZj+IIZhEXP4wOWCbBaEwBXwo/rclCy385evrMtxbEuMfWY7FeVuLq8fwOFQCTXUkuwf4+cXvR+1uoyaZZVULG1l8etezbq9Gv/7wARup2TJ/FWUHXsGxTIoW9k69Z0sw2Rky5H8G0n1ljvYP+9qAMq8Os3L6rj8/JV03PswE8eSLOAoO2nDQkUA7e1lfOpbIwz3K6zt3ELbfBcj2w5TodXRWG07eS+Z52R/Z+Fcc8dHWPTYd3GkonSvupHB9o3kymtx9h4GINxSw5UXhunpK5TFAjsHvogiiiiiiCJeCTgnpFZKWSS1RRTxZwxNU5nfOlve6/e5Wdhey+BQhEOH+5BARXmQJYvqEUKQyxmY5qnzVlVFUFbqx+HQCPg9xBMzZbXNTeVE9tzPaMlNs9a1LIlpZFAVH6ZlsxaXY3be71wQAjRN5/xVlbic9m0wkzFwu+3X/QNzy61Ph0RaYX+nF0sKuvotFrekCXtM9h/qm9OheRLKKXIXL1IuZE1g5VRNa3EaMYzpOLOSQwSC6BdcgpyYwF0RRvjt/PyGZnDv2UvD+tWE4xOkhIuYZi/zYjGdakoJuiFAyFmft9cb9IwZxFIKGxZlKG0owdj6NOx8Dssw8MRypMMu4tJLciJL5v7HUVxOXKUhVI97Klo7Ha6JDJSFMZ0eUhmDffu7WbWihcE9B0ltfw4lmyEM6FmVb7SeT01tHcTtvsUIouPELQrb1YcGUQJh+3goCvj8KKsvAH+AQ8NpqszhKUlvebmTT1/WR8WKCnJDXg7ebke5B3ftB9VD8q/+Br2qmbHxMdbFDuAtK+GmS+DSJYLP/M84jz6XZkEsSKOqUH5ey1QfFIeGFvBh5CchPBVBbl42Qk6qrKhLIHMOQvU1KJr9u1cp47zeeT+HKq/gqnU+Djy+k4GBEONmEH99GKmPUba8jip8ZLM6mqbyufeW88CWJLGkxX2bE5Rsf5rd13wcqWi0P/0jxuuXYrz371nadRdmNse6f3wHAHU1JcRjaSKxFKUlfqoqC47RRfxxIYR4DLj4Ba5eIqWMnMU+PgV8EcjK/5+99w6T27rv9d8DTO8z2/sul8veRFKiJFOy3GRbimO5JLbjuKU63SW5Tm7KzU2vspP87Os4zY4d9yrJRbJlq1CNIin2vr336RXA+f2B2Zmd3dnlkqJEFbzPs8/ODM4BDjAABp/zbVK6VmjzfuC/im8/IKX87KJlnUB/8e0fSCn/Zg3bFMDDwC3ATVLKJy/V54WKEOI24CfFt++SUn65Shs/8EHgLmAz4ANmgIPAf0gp730+xmpRndXO72exzuPAdkxv0zYpZXXXmep9d0Gpot0/Syl/59mO5+XECzr7sRDCLaXMXLqlhYXFtWRkdLZkR5yeiZPNFnC7Haiqgt2urlhzNhDwYLebt6H0ElFjt6sYBsiWO5HzY1X7222SrV1ppubtOB0GTTVrE7ULLAhaoCRoF1BVgcNuq5ogqxpDEw4MaQoiQyrMxe34PQasImiBivJcFRmOsxk82TyEV+i4CKWlDRGPI2enETV1yNEhZOc6xJJ4SMXnA58PsXhXFYWubj9t7S6UdAfnhuOLFlYKV6l4aXTmqRk5gc0m0LrXI1TVjKP2w1tvTnH0gpeelgJC12B2GgB7NIt9Pssjvt2c0DfwHsc95nHK5cmMT5c3p6pmtuQimt+JvrGz/F43eOpbP0KeqqwxW+fU+cC7t5G3uWgazvDdpz1EmOPwnMpttYsaTo4jO9aBomA89TjKpi2IcNG91m5nMi3xTc/jqwubTyM37GT86WPM95uJnHztzbib6pk/dYFdycfJjx7hXP3riAW3AhDtG+V/Xv8Rxu78K7qUaaI7b2GPegqpGYhigih/cwO3f/HPOfCHn0ZxOrh46/vpdtnZ1Ao5ESSbM8glktT0rOf4p+5Bajra9TczXEiSe/gHbOxZz8a9QXrPjRN4oo9oNIWvvQZx/SYef+o8NpvCjm0d3HWbOTHxuq4EH4y+AcNmapbzr3gfzuQsm3Zt4HUf+xhSSsbG55kbmKSpMcyWza1YvPQRQnQDf3wNNv2bmIL2JY8QYjtwD9C5ZFET8GbgzUKILwPvk1Je3XgXi2vJF4C/xfwBfTvwT5fR912LXv/31RzUy4EXpKgVQuwEfgXzy7UCeiwsXuC4XA4SyWJcZFHIGobBsZODKwpaVVXobK8rvVcUBX2RoCkUdIaGzURNdY3rmJ5NVl1PwAded67qsuXjtJNdo0itqw2yaUMzjzx2ZlVLK5g6LJayYU7MmkLQ71nuar2AlBJiUdP9NZOBSE3lcl3HOPg4hMKo4dVvgYoiKBQ0lPUbYf1GACLbNjGXXT5mmwrDkw46GvNlMZ3LkQrUcPb8GKGgB11UtxwLAW5HnlteVUvLu9/GQ3/zKYxkDHX3DaU2igJhv0YyrRIyys9ohtuB69wcTzbupFMdwy6qnxPoeknYqlkN6fORHhrg1JzK7vUBVEUgZ6eXdfO2N+OTaWZwsbmtgHLyUdqNIYRDYzhto634XWy47UYUh8qZrxWNI0vLQQlBrH+MXDKL7N7I5L99CT1pnnfCZiO4cR3ZmXm0pGlldRhZmhKn6Lz9Tcxe6Ofkf30Hu5Hhlxxfw6HoaFJh7o1vQimMo6czBOtDbP2ZO/E11LHxdTfw6KEYX/9Cghtq4kXrN4hImAPfeYjev/wcKTMVNOnRR3nd+92oiXnkkacRbR3URSW9X34cJPh39dD9djP3oqYZHHvkCJvX1TP2yEn+6V4Nrafsuq8IeP8HNnLnfrPsT2//JMMjptvxxESUfdf3WG7HLzyuu8z2y4t7L+fTwMpxH88BQoi3AJ94Prd5rRBC1ADfB1oAHfh34FvAPLAR+AiwC3gnEAV+7VqM0+I54X+Av8YssfCzrFHUFr0Y3ll8e1pKefi5Gd5LlxeMqBVCeDFF7K8Ae67xcCwsLC6DnvWN5HIF8gWNzvY60pk8qXS2lCBqKU1aluD5AUQhCbddD4DdbltRALvcTmC5qHW57LQ2R7jYN3nJMTodtjULWqfTxsaeZsbG5y8paBew26AumEfJ52k4cAB3w1Z0wmAYptpbTD6P8fjD5muHE2X/qxCuJd5/+RyMjSDXbzKz9a5AtfHNZWXVLNICcyixlEpzvZNUKl2x3WisMutyTdjH7Hz5uGdzBc5fHMfhtBGz1eKdvFhR/1VKSSKtMjHnYEtPLTe95+2M/Os3MGY1puoa8GlpxkQ9KenCK7JIQHMFsGfL1mGlvRPPwbP4eqeRTBHvnOWokaYhvJf2OhdKpAZjYgwE1N2wCyHA7vehLViV8znW02+KRAF1Tg38Abx7r6fQ2EZHex2TR08yd6Ef49xplOuuRxRdfeXUBN6wh/zsDIVECpLlfbc5zQzfir3yZ9PnlIRnT/HMd38EQNfbrkco5nncsHsTHbVBNCPIFw43MDUb5G6POUkxeuoMjz+uAyESGYWAp3zuK+1dZKfLx8Qdm6RelsW8HB0meniylEoxNzmP1A1EUYwWEkm+8d9DnDuVJ9q4q2K8H3pPPa++vnw+xRZ957m8Rjabx+ut6olqcY2QUh69musTQrwHeO3VXOcatvlrwD9jPui/HPgYpqAF+PklrskHhRBfBe7D/B5+VQjxKSnlied7kBZXHynlaDF84NXATUKIljW6IN8MtBdff/65Gt9LmWsuaoUQe4Ffxpyd8C1ehJX92MLiBUUqncOmKjidlRausfF54glTwJ67MF5KeFStdqxfAddPHicvJfmBUWyRIN4dG2isD9I3MAUUsy2nTeurogjcTgfVyGYL9A8ut9xVYyHr8mooiqCjrZbmpgiKIkr7dClUFbavS+F0FEvY+LZjvziEyOXRWhuWd3A4IBCCRAwMHf3MKWzXlefyhKqivOp2hFCQ2QxOBVo66kGa5ZWy2cIl6/JWzSItoK3etKCmUmlkNgNSorjc5s120frcLgcbNzRz/uI4M7OVhp8zZ0fx792MMejCeOwhRGs7+IPoM7OkXK/GrcfxPXM/Zx5L4k5p1Hc0U+ewszfaz7narTws38CtjYPkHSH643Vc5++lPijR4jGiZ/vx9pnfqQB8owl+4dYM//7EGO/dH6axIQj2TWipLIrTjrDZ0XN5okkNZ8iBKzrF3KKddzlUbK94JVlFZXB4hlxeo33/PqL9QxjTk7hPHiKTSGHoBqRTpBTFnIgghup2omfM89DTWEchkcIR9ONf10ZiYASltp6eN7yC6UceLh/j4gSGzefBVWsKWJsCt6yL8f8e93HwVJbbtkF8YoqNdW4e7Qvy3ac9vGprig7nDI56s0/NHfuZ+sr95ne5dTvptCTgL34/Xh+5kfLzb358hv4//X+EbttDeFsnp48l+EH2VuimogbytnV2XrXXU/Fd1tT4S+e5x+PE5a5+rVm8NChaEO8uvp0FalZpfjW2Vwf8I/Ce4kcGL3FhW7S4vbv49v5qsbZSypwQ4oPARcxb3TsAS9S+dPgCpqi9HBfkBddjA9Paa3GZXBNRWwycfzemmN218PGiJgbwIPC553dkFhYWC+iGAbKcAfXMuVEmJqMAbN7YQmNDqNR2sUVWLlZTC+bCRWJJjcYQi9poMVMwdbTX4fe7KRR0An43yXSWfE4jGPTgdjkYm5wnmVyeTGilRFQ2m4KmlZe5nHayudUttZs2ttBQV06O01AfKO3zpVgQtABGTZBszfYV2wohUG7cD0IgVLXymC20KbrGCq+PcF2IjjbTVbsk4lcRtJdC5nLIoX7kBTP5kXddG97uTuZtQWxuN9u3tuN2OTB0g66OehQhmCpmW1YVBV03EIqC2tWNoarIk0cB6LxtP42dASa+9V2IzaEBiQYH7rtuY11jDW8airHLSCOnJpFZg3mPjxqp09ZmekE6Ax60dAbj0BhqwfzuDLtCsL2J/9MaAHS0XIH5gVGckRA2p5PJxw7T/bpb2fqG3QhFIZ9K8dipM+i5ovuz04VUyi7Vs7Ek/k0N3PTRD/LMv36ViadO4W9b9FxvlM+Z8NYN6Lk8iqriqosw8/RxtGwOPV8ACQ3b1hGdnMYdCcHAcMUxNvIFDN1AKV4/82nz57apRkWxCRCCnV0qf1I7w/ERO08eiDM+9DS3fOTVCLudxvf8FK66MPbOZnw7NpC90M/M1+7B21TLwL8+iJY2989wuplt3wlPPkn8yeMktnVytv0O6CgORFG5zj1Iy7Y6NrbpzEe9RMLl+ePO9jq8Hif5vEZ9XQDVqoX+UucfgVrgIWAQeN9ztSEhxM3Ad4FQ8aMjwNcwXTNfynQCzcXX312pkZSyVwgxhGmd2/Y8jMvi+eMbwCcxXfwv6YIshFCBnym+fUhKObxae4vqPK+iVghxI6aQ/VnAw/IKDucxheznpZQjz+fYLCwsykxNxzhzdhRDSnq6GwmHfRXibnBoukLU1tb4mZuvHvOKEASzSWJOLwhB3OEk4HRiy+XQnE7GPH5OPHEWh8NGZ3sdQgieOnQRKSVNjaFSnczdu7pIJrKkMzkGBqdXFahejxOvx8HUTNnCuG1rG6fPjJDOLM/HoSgKmzY0Ewp4OXMhxszsLAoF2ltr2LKplanpKMlUbs3uy2vB5rSj68U4ylUtrpJoNMnE6X6+87bfp+uvfwd75NllpRVOJ0bfBfONz08iWcCGDYnA4bChJ1M88e//Q37TDoTbU5HMymZT0PNl4ae0dyL9Adrb62jpbuXJr3wPRV90nAyd6bEJMk89DlIi7W6MwT4APPZesj2vrhib4nSSfeVmXGcnMfJZ8ns68TTVVxw3hCDRP4xh6GjpDJnZKOnZeZ75zy+RnY9Rt3UjibFJstEY5HIYczMoETNjlM3nIJ7L0vuv3+Xil+6n/Y5dlfvn86AlTZfcQiKFr918NtWzOfLxJFKagj64sdsUuzKHsiQ219tQh8PrYezcFJlgA3lp5/tnI7x72xje/l5yvs209mxGSMHBpzJ865gAZ4ipdQ34P/TXRNqD+D0OIh98p+nXDjjbW5l6spf6XSrhrW3YPHbmT43ibYvgGT7FwnTP/MkBwvOPMNC+H4SCS9HY+8owQY/5nfT2TRLZ46sYb12tWYYrG4tz8cEDAHS9Zj+uYACLlfm4c78P2Ar4MeNYT304d2CFG+G1RwjxakwRm8eM4fz953iTGzAFrY5pHf4j4OfW0lEI8VnMsX4X0wjyL5gZhMG0bv6ulPLHi9q/uthuP9CIKSbmgdPAt4HPLE08uiR78y3Ftn9S3E4TpiX7IeDvLtMFPAv8H6AVOLTGPpdOYf8yJfbA3cuus+DtH3lOr7Ml58b1mOfGRzCFZzegYVrW/wv4rJSyYnZdShkXQtyDaYFfiwvya4CFHzrL9fgKec5FrRAiCLwXU8xuXfh4URMJfAb43Is5tbuFxUuJi70TGEXr4cW+Cbo66iuWLzUsNjeFudA7Xvl50UIbzKVoSsdwawUmfGEMl4vhV9yIPZVG93vRU+bDdqGgc+rMSEUs6PhEFACnw05bWw1+v4t4Io3X68RmU0imqieISqVzKIrAnkiQmJwnd/gURvu72bGtg4OHLixLSFxb40MIwb99aZh4WkWg0tNWIJ+fpL42gK5LGh2Ccz86hH3vdhTXs3/+KBQMlGIBVSklWjSBsCmoPm9JYMnZaYwjB0lpGo+NJEn3jTLw55+h9TffibO9aVl85wLBgIdYvDI+1uFQyecXxSwrCtTWmzGlikK8+H3F4xlOTs2Q8wZR3Kar6mLRXShUunHXRHwEOuroaK/j4BfvwfD6UTaEMY4eAsNAdG+AE0dJpJLL1uUoJLE9dh+xvesIrms03a11ScLIkXzVDjxd7di0HLPzWRpqTQuiUdDQ0uazaWpwDNXhoGHnVo5/4Rtk583awtOnzrHnV9/D4fsegtFhei8Y6I1uCppAHbHxqtfByANP0Xr79lIc6gJSguK0Y+QKxM71oaXS+OtqmD5z0awnbFNp2L8X1W4K2eTZi2SGKudgJ0dnCEe81G/uRog00XN9fDBylMJQiv6LBcYOn+C6d7+Ts1/7Id851AANGwDQVSc/fuUf8g7XgzQ1aii5BBm7mf7aFYuhZ/MYIkfjfrN9ZEc7QlUY/t5RssUJHF21UzN6kpt/8Ockw63M77yNkLe2dE0p6soTKMc+91USY2Z8enx0nH2/9Ysrtn0583Hn/q3Ab2C61C6eIUh+3Ln/88AnP5w7cOqaDG4FhBAuzORQAH8rpTy72mTaVcIAvgP8kZTyZHEcl7sOG6awfcWiz3YBfcX1OTFdPd9epW998e824BeFELdJKedW2E4jplFl3aLPmjBdQn9GCPE+KeUX1zJgKeU48GeXaieE6KAcQ2kZcpYQe+DuFa+z2AN3fx74ZPD2jzwf11kj5jm2ccnn+4t/Py2EeJuUcmlSkC9gitq1uCAvJIhKA19/1iN+mfKciVohxH5MIft2YCHrxMLdTAPGgTYAKaWV9c3C4gXE4uynirI8hraxMVTxfj6aqhC0NmnQ1N+HWhPAVbTaebSyAJU2G9RFaKjxL6sJu1QwLwjbeCJDJpMnky1bWr1eJ6kVhG0imaX3r/6TxKHT5n5MznLdJz66TNDajQJdzSEeOTxOPG3eqiSCVFahJghTM3EKsQTDw5NIn5/Bj32cxvf+NIE9WyrWUy0x02okUnmkAU6nyuxUAu57gOZfeivC0EE1b83G6RNQMI9foNmD6nVh5PJc/N272fDpP8LZsDwczhT7lbHAmzc0MzufZHLUdF2W01NQKKB0dJViQBe7MxeECtklrt5SYkNHL/5syHQKVBV59CyT0RjprVvJZvNQyCC2bEd57RsxNI1AQ4jkNwfRS6spHyRht7FuXzvTZwY494UfUdtTj7POi6elASWfID02gXH6JBgGTzTvJ+Iu4Js4DfmiJdjpQtpVhp94mtRkZWz1Dx+P0+j1kgfizkbyieLPXUaSG5sj1NVQtUawnqqcDEiNTJAanSx9uVLTSV4YxB4J4AwFCXY0IbMZslNmBuF/HwzzSx3zRLZtxOY13aojOzaRm4uiupxEz/SSi8eZOnOWQ//0P/h73kKsKGoFkm2BcZqMSdIzwCMP0/TqV9J20x4e/51vAeBuLFvpF8bf8tpt2HxuTqbbmGrfw22J+9l+YwdSSh4q5HjqjIt9mwt4PXY29jSzEqmpmfLryZkV272c+bhz/4cxXXirqTMfpgX0gx937v/oh3MHPv68Dm51/hjowbRy/tXztM0vSCmfbVmS12HG4H4J+FfMImd7pZQDxeX/QFnQ3ospJIaBALAD07rWiFk39H8Dv7vCdv4/oAF4FPg4MIFpvf3D4ro+L4QYlVI+vEL/K+Eji14/eBXX+6In9sDda7rOYg/c/dHg7R95rq+zf8c8N76CeX7NAnsxrfq1mOWZfp7lIZM/AKaBOlZxQS5OzLy1+PbbUsoXrLfHC52rKmqFEBFMd5FfAjYtfLyoyWFMs/oXgV/kpR9XYWHxomTzplbOnh/FMEz340jYRyyeZno6jsNho6Gu0i1x6ex7bWOE7lu3Mfng48ikKUCS0ThGWkNpNutg3rCnG4RYJmrBzGqMpMLFOBZPldx1F3C7HGSzhRXjatVgeXI3OjXP4NDyB/Vc70UOP/Eo+u7XogiJIQVhv0Z7Q1k8Ky4Xvm3rAXD+0a8Qe+wYFEWtELBvbw8Oh40Tp4aYj6aqjmUpQb+TR54cQzckTofKzb/+juWNFh9XRWHb1/4RYbeZFsMVYh8XxxEv0Dc4TSGbRbHbMSbGEbPTNL7qFub99RS05RmnDYcTmUpiXDyH0tqO6rDj15M40Jmy12CcPoEc6AUhmC6KvUQBlF17GT/2AxqO5xky6pmwbcA1Ithb14w+Ynpy1bW2YLPZmI9Fyc7HiJ/vw9vZjvvOO9CefIJwSwhPs5lcy53OMl2McW0fO1B5aLq6EZvMMLTJc6crls14OumLBajffhOeTJJgZpJpm2mA8WUnmf3SAziaXBWpCIWqgk1BVnFrV50OnDUhCokURjZH43XbyBXyGMWxRbZtZPzhJ0nrCvdMBuj0FPj5RYJZsdvwNJox0b72JqKnL9L3k4fpfMtecl/4Cs70PJ69u3jTm+qptxkc+ss+VI+D8JYW1HSCgN9N6y07OfM/PyB2YQJ/Z92S8dlpumUD5x/TmWvbTpP/PGAghOAm+1EeHOvgiYKLD/9SOy7nyjGzzXt3MvLkkdJri0qKgvbuSzY0n3vu/rhzP1dD2Aohdl1G834pZWxJ/63A7xXf/rqUcnlygueApS6ZV4gC/BB4tyzPiH0bQAhRD3yw+NmXpJRLXZvvF0L8N3AW0w36LlYWtQ3AV4F3LRr3E0KIHwCPYQqpjwsh9kh5OdOX1SnGG/968e0IZrkfC0qCds3XWeyBu3mOhW0D8DEp5d8t+uwJIcQBTPdyhSqiVkqpCSG+glmbeTUX5DcCC7OVVm3aZ8FVEbVCiNswS/G8BVhInbjwNDaCmcXrv6WUZxb1uRqbtrCweA4I+N3csGd9xWeFgk5BM/+Onhjkxut7StdxOOTF7XaQKcarBvxuhBDUv3IfY48eZPzwMWKzpteXdLno3LUZe9F1tq7Wz/Si2Fe7XTUT1xT0ClHrcTtIJCutsu1ttWzc0My582PLMvQCtP3Wz1F316sRNhWhKths6jIRJ7o3Uuhaj0hnWdeiMBuz0VhTKWwUR/lWaa8J4dtV9kKSEuKJNA31ISIR35pFraYZOJ0q6YxGbaR6CRVl2y7TjVfTUHfsQhSPmVCUy7IM53IFFKBem2O+oY58UwtztnI9YVVV8PlczM2bYxdCIANhdGHH4XKjAwnhw0setIIpaBd2foFMGqGq1Ox+LYOPfZepwCsRCHJZOJbfwBb6sXk8pJraEJEwhaeeKB+L4SGUzTuw7diJg3IpG4fHZSbS0vVFFYBNRM/m8u9IzyaMvgsIIG0PMhC5EYCHDg7hpJl33rmOQ989Qi6r05A143kFlSsUQsGoJmhdTupv3IVityMNSXZ2juEnDlG7extaJovUdOx+L4rTQWTjRnaMZ/mXgRquPzvB5u2tIARS00vfXX6+vH82t52mfT101sbZcJcdmEeToHp8jD5wmOxkgpt/13Rk2vLeOzj8+R8z99jT1O3bQO11PWBIkkOjeOtr0eOSntwBtqe+Si7oxSOLccF5aPvEL0JNPck3fBJXdxOarnP+wjipVI6GhiDtrWa88aa73kj99s2AINLdgUWZosvxP15mt3/8uHP/A1fBFfmZy2j7FoqiD0qZeD8D2IEvSil/+CzHci34zApCchumG3In8JfVOkopJ4vlVe6iXGKnGrPAr1SJjTwuhPjr4vqvK/4duczxV1B0O/465Wfw35NSrq3Y+kucosvxZV9nsQfufuA5dEUexvQIqEBK+YwQ4iiwm5UTfX0eU9Su5oK8kPV4AvjRsx3sy5mrZan9MVQ8c8xjzjr9D2YWL6s0j4XFi5xEsuzSms0WKGh6KVNqougavMD4xLyZ4Ck3TnLyREnQAnTXe+noNGN083mNtpYaQkEzjnQ+mmJ6Js7s3HLvm6U3EbtNRdN0+vonCfjd2O1qyVV5AdXrxrupq/Te6bQjkeTzWqm+q1AUUBTcAXCjURdaXvpn8SSc1HTcnWUXTkURBPxm7KlyGZN1NpvCDbvqyeV1PG571XqzIhRGve11Vftf7l3VKFbR8GpJcklJIRgi33sRefoEKAr5G25CD9agKoL5GFzQ96BnHDSO5elqzqELG3FsIDWcBRs5+5LjJBSMsRFcza205MNMFX8SHDYDj1eAomBs2UGurtFsv+dGePAHAGjpHLOfvYemn38jqVgev6Kg2G2odjs1N9/A7MAkT42E2WM8g02Yz5wyXyjVl83pNqKeLmrSg4wFtqMIiaokyRbiZID7v/owN/f4qN28gdNfv7D84AjB1PFhIpsaSnHOJRSBUoyfFYrAXVeDMxwk3jdEoncIAJvXg57O4syl+a/3NaDnChg6jD/8FAC+1mYCPaZITAzNoNrL697+obdzLNYElGstu2pMT4j50yN4aiMUsllGR2M8sO93SHfH2bd/hECDWWtWdbuxqyp5b5qtv/NmvvH9LJPZrdxqfxopFYYODRIAmJ3i++/4fW74X+/Bdv12JqdMY16yL0sw4CEYMM/hSHfnpU6llyu/QXVXyNUQmNa437j6w1kzH8Ssfxml0t31xUTVZEvFRFEbhRDKJazCE8X/qyVD+MpSC/civkBZNL+BZyFqhRAtmJbnpuJH/1Wt5M/LmBfidfaTVc6vfkxR66u2UEp5UAhxHjNp2jIXZCGED3hT8e0Xq8TlWlwGVzumdgL4C8xZtUsXhbSwsHjRUF8XZGjYdN8NBj2cOj1MNJau2tbptKPPnSHx7dsIJNwoyvsxDDuqx0PdZtMCPB9NcezEAFKC3+/muh2djK9SPie5xEpb0HSOnxy6rH2IxkxLpBIwIH5lpUsUh6lI7DaFgmZgGJLR8TnWr2ukri7Axb6JNQtOIQQup22ZoHUZWQJ6CokgqvopKPYV1rB2HDKPAPSpaYyxWbDZYXLMVMe6jn70MOqrXg/AsX4bTpvpdDMx56CtPodt4dfCbsMlvYh0AqOrjtz4BEIREJtHHj2EO+Alsr6Juf5DxFp2sLGrgKK4kM23mvV5F3C6iA3M4PQ7cYS8REIFjId/RFLXSbucNN60Gx1wulS2v34fNUYz5/59jGBuGNVhI3lxDLo3IICBcScBexAFg/WzB5DOVh5LNSOALU0qzc4I0aF+pk+dA33RM0OkFmXjFnA4uFdpIDuf5t01DxMolCdh9HSWQiqN3buovqsQJUELoBXjcBOxLJ5miWK3IRSDQGsz2fkYogCP/srHURx2En3jdL7lBupv2oS3pRFUhYGol2aHnTpfgfRMgtEfmc/MRkFj5MgJ0ok4hq7zO/sV/uVAC+GioAWw+7xMPHoQQzO4+D+Pke55HZP1r+Rr+TcCsG3+X1gIFpg50cv33vOn3PCdfwJP2TugULCeo1ajmOX4PZdsWJ33fty5/2PPJiuylPKKXNuEEM2Uw7x+X0o5uVr7FzBjqy1cEBxFq3QzsB4zqc9OTEG/4Eu/2nFcMVGplHJICDEHRDDFyRVRtND+qDg+MONoP7hyj5cXxSzHV3ydxR64+2PPUVbk1R40FlyzVtNT/wP8X6q7IL8ZM1M3WK7Hz5qrXZCuATPt+rAQ4l+FEG8s1l6ysLB4kdPd1cCObR1s3dxKQ12wqqD1el3U1wXY2NNMYeBeyMdxOWex3bwb5aZbkTffxuBUinQmx7HjAyXxl0hkmI8maWmKlNZlr5LE52pxITnEWS5WXeZyOqit8a+6fY/HQWFR7OrwyCxHjvVz/MTgZVtQlyElQT2JgkTFIKhf+W+0TKeQs9NITcNjZEkmssRr21FvuBll1x5oXJQ0aFEt16B38U+DrDQL6zr2sSmcziDxi/PMHO5nMf58gu3vuIvb37qDm7bqlPJQBUPI+dnyWjWNueMjOCM+FFXB7nGWBKeRzZFelPhpZmCIxHc+SzA7gM1lQyjgGznDwEWNU/0e8skcdcmLCFXB095CMOiiKzXEjnqdHa02aut8eJrqkYsEraitRb3hJkQ4wpHxCNGUjawjwIVMw7LjGD19kXyuPE8rVxCBPrdCIZ5EFEsOxQaGycXixEeHab9zB4V4EmfEh6vWSz6WMDMvC8E7Xh/h80caufsnzdz7pz8gO20ajIIbmhh/5gRGcdx+l8EHOo4yfeh8aZtTT51BcdhIj86hpXK0nbif+t4ncaTm2JI/x50/3YkrUhkDf9+/HiFbMJ/vQ0EvkbAXi1XZygqWmDXgA7ZcstVzwz9jxuo9gemC/GIkL6VcXodtEUKI24UQ9wFxzJC3hzCTSv06ZqbktdyVxy+xfOHmVb9qq5XHuA14nLKgfQR486X27WXGC/U6Wy2maOHcWm3C5AuL2izN0r2Q9fiElPLYFYzNYhFXy1L7JswEUW/CdO9owEwW9UvArBDiy8D/SCmfukrbs7CweI4paDpDwzMYhkF7ay1Op52aiPl7MzkVrdpn88Zm/D5z0rEQMX9fCrY69EB36Y4/N5/EMIxlTxmpVI6O9jrSmRzRaApDSgrJlS1Ifp+LbK6wopXJ4bCRz1d3GDkv+ygoGpuMyrhhp9POvuu7MQzJoSN9ZHI61bRtLqehqkpFgqrYClbra4VMJjAefxg0jbw7xPyt+yHkLyWYEoqCZ9cu0tE5UFSMrbtY2FWXM4HDZiNfELTUZBCHDyCFDbfuxnl2AHVyjsSOThydEbx6OUZUqCq6kAw/c5zs+BQyUAOKeT5Iw0BePI8+NIjw+Qhu6mbv3/wiM48frjr+xYmwhBBEtveQnSkn+pJ6gS2j95K1eXFrCQTm04WnuY75Z07TksvjmEwh23cghMAR9JtljIrJndbftJu2m7Zz/vAQPzmmFB9JJLts55YMRBDeugFb0aKeHJ+hprEOm8ddKi0EoDgdxIfGaCgmuTLylfG5No+T9e/Zj8C09tddvxPVYQcpsccG+citMzz8C39PZqKcOK3p1ZsppFJkZ+MkB6cIrG/Grad46s++QNOt2zEKGrNTOTbdsR5fZx3dP3czsfOTvOINGbytYwQa6um88dfY9t47+NL+XyafSKPbHPR7NnH6e35++2cD7NoRsHJcXBr/Ne5/2Qgh7gDeVnz7aWBnle85Um5eSkY1J6W8PBeY55ZVBakQ4m7gw4s+MoALmHVFDwM/wUzic6kqG5fyLly4IV12sXIhxI3A9zAzN4Npof1pKeUL60fj2vOiu87WgpSyTwjxOKbXQMkFuZhc9/XFZpaV9ipwVUStlPK7wHeFECHMwtrvBW4oLq7F9HP/DSHERcyg6f+5Gtu1sLB47jh9ZoS5edNKODeXZN/1PaVl9XVBpmcSzM0nzXqwdpWWpkhJ0ALYO38K922fITlW+XwkhMBWRSmm0jkOPH62ajbeamza2ILdrjIzk6BvYHJZ1l9jSUZkm00hEvZht6vsHtvOf/A/3CpvICRCpTZOp43e/ilGRmeREmwq5PLgdFSsasVsy1cFIYirPvx6CgnE1SuzogmfH2XX9RiHnsCRicL8PKK2MmuurzZMruhyrAJ6NIk8PcDtN3QwMHgUZf165OgQcm4WA8hmNYzaAMmdN6Pv2YkdsLW2YDzxCAhBza7NqG4Xfff9CD2XB0VBbNiM8PkxRoYgmQAS+BoiuPMpFK+b4MZ1xC8MoDgduEMBVJ8bZySMls6g5/KoxYMvpUH07Djhzc1IQ1K/cwvz/YMoqcoEYfFz/ea2gXwsQXougbcmQE64CG5aR34uCpqBkc+DlGy6voNfSSf4yv0xmu2zqLkl360Q2IquuooiUF1OBg48TU5TGKWdLQ1pbE4HyZEJMAzy8QTuuhp87c1kp+cwCoWSmBaKAnY7tvq6khs7QGLKtEr7OxtKotbud2FzOsjNpznyp59AS+dw1vi58e5fI3TjLsZ+fJi808fRn/oDtjQMwuQwnoYgTbftwddqxi1nUgkysTiRTR28++B/8Z3/OMR9o02kQ82gg9frsATt2liehe757X8l3LDo9dJSI0txUE5G9Tng/c/FgK42Qoi3UBa0TwJ/Cjy6VCwKIX5lDauLXGJ5bfH/ZblwFxOp3kvZAvlt4J1WYqiqvBivs7XyBUxRe5MQolVKOYI56WQHdMyqMBbPkqsaUyuljAKfAj4lhNgIfAB4N+WMc+sx/cr/L7BSAWwLC4sXAMlkuepDOpNH141S/dpEMsvsXALDkAihsmNrB263Y9k67BvezWD0AiyymLqcdmZmE8uy9y4krlkLdrvKiVNDdHfVMzuXwG6zURNxMTlVthpqusH6dY30DUxiGBK3y8HGnmZyuQKjY3X8b/khpDQqnIZcTgcjo6aX2cKz/lJB+1yxvruBoeFZ8nmNjOIio1TPiHxZ1BU95YRAKWhmjdhFIiaVzOLzOkmmcoiCRuQHB6jbs55zP/wxSInRfxHs5QOgu2xk17chmltLh02EI+B0QS6Loeno2XxJVGIYyLOnKk0tikLizHlSfQ7qbtiJv72Z9NgUxvrN6A31hHTzPHAEfKTGJnEE/cTO9pGbixLZ2sr621+Dr6We89/7IdrSWrqAkav05vvBURdRbz310bPsVssu5733P0R0YJjrPvBObuuKs+sNo4wdP0lqrGzNLR46pJQl8afXNaHe2kJ4eowGlwNvwMw94wgHmTt2hvTYFO66Gux+Lw237MXIFYj1D5Edm0I0NKLs2IOuqsxrWcIyWeGztv2jP0Pvlx8iNTxOeGszQhHEL0yipc3n39xsgnue/Ca+n/11Huv+ZTSHB8PmIJ/vK/2YK0tKPfX/+DG6X3sLoXUtvOtPm5n5yjznBvPctMPNjdvcWKyJU0CSK3ONTGJaDS2uPr9c/D8P3C6lXEnUtK1hXTuAb1ZbIIToplxy5fhaB1e0ft9D+bz5HPCLVjKgFXkpX2dfAT6BOYH0FsxQzQVX5AellKvGjVusjasdU1tCSnlOSvn7QDumef1LQBbzEVJgzopJACHE/UKI9wkhXpCuAxYWL0fq68txeLU1/pKgBZieiZeSG2mazuR0lPn5JIVCWbzOzSU5dmKwwgVYVRVi8TT5vHbZsac2m0I47MVhVykUdLLZAqfOjDI7lySTzVcI2gUWBC2YQnxkdBaX24HDblqKl9Z6nZpeu7C+UpqbwgSDnmWfp5K5Fd2lF+jsqMPvvwwhkslAQxPe63bSGFQIffG72MbLsarZnEYylWPzhmZuumULuz/1URw3bCzPNuTzkFoU0+t0Ibo3QKHsgSdTKcjnQFFJjMyYlnj/KtblomA0cnkyE9NkZ+bQvAFEUwsKS6ykbi+J/nFyc1FzW4ZBen6G0acOkxqfgioW88UuwdLu4EbjILfEv8d1yvLnndlzvVz4/o95+lOf5cL3fkRqZAJXTRh3Uz0LwcBSN5g/eZ7M1CwJxUNacYHDibs+XBK0AI5QANXjJtjTiYHAkKCoKjaPi8iWHtxN9Yi2LlDNcy9vc6FR9ljQMllmnzlJ2+t30nzbFi76d/C075V4WitD+PrXZZnquR8R8GPYHLgd0HHb/lKG5oFJlYzhQEpJamScsaeOcPLL3zHHaBd89OcjfOYPG/nAm4JYrI1ikqfPX2H3/342SaKuFCnln0opxWp/lC24uUWfv//5HuuzoLv4v3clQSuEaAVesej9SsacnxFCrPRMvDh50b1rGVjRtfS7lF1iPwN8wBK0K1NM8nTF19lzlCTqqiClnAO+X3z7lqLeua34/kr32WIJVzv78TKK5Xx+CPyw+CW+A9M9ef9CE+C1xb//J4T4PqYAvtdyz7CwuHb0dDcRCfswDElNjfm7XChonDw9TDyRqWg7NDyLrk/jcNjYc906FCE4cXpoWVZfh10ls0iIKIqoWsrG7XbgdNiJxVMoQmCzq+RyGvPza6sBu8DSdUtAVRSu29XFyOgcM7NxcrnlQlJKs+3S6i7PFrvdFPVOhw1VFeh6eXyrZX4GU9R3tNXR3lrL5HQMXdepCfuZmIqRiKeZq1IfV3g82HZfT1CbQwKtH3k78bHYslSOZ86bk8SNjSHa2lsJdLXh7WhBy+aYfrJcIlNEas242d7zCJ8PQhHk2AiqJ0j3W25n8L6HEDYVWXQhF6qCFMIUn1VmMTKTM8QvJKHedJfNCQd5YcMhNXQE6bpWNMMB4+UcLqNj8zA1sWxd1RAF02rrFcstugtMHD1Zeh1Y34mvvYmJA4crrLWZiWkyeQO1pVifWEpsGBUW3NxclNrd27C5nYBkKOakPWT+hAkhCHS3MxVLF0N3JRgaMp+DYg3kfDSOnskSPdNL3NPIDxM38+bGWdpu2k0+meSe8z9g4/V7+P2tbwMJ+usHONGrsnNzDZtu2ETPzt+mkMnhDgfRcjke+j/lsorpGcsx6irwScxMtZdzV5CY3msWzw0zmNmIty5y6SxRFJZforKUj4Pq8bNbgD9gSb1bIcQe4PeKb++TUg6ucWwfx8zEDKa19oNWecs18VK+zr6Ame34FszYWgemhbmqh4DF5fOci9rFFGfS/h34dyHEOsy4jZ/HLJwN4MIskH0XkBRCfFtK+b7nc4wWFhZlaiKVzhNDwzMVWY/DIS82m8r0jGklzec1BganaG2pqRCUHreD9d2NTEzGyGTL1tCedQ2Ew34u9k0wM1ueaM9k8qW6t7qU6FWE55UQCZteTS6nHbtdxaaq5NAqXKvBdDld7RdVTk8h52YgEEJpal65XXQe4/BToKooO/dQCEcoFHKkUjmz7JG+9pwjmmaQSmex2VQGBqbI5TVGXfNs29LG8MjMiv1s2RTR8xeRuk5tawuxJ07C/j3lMRaFmW5IJiaiTE7GaNi+BTIpHHYbnp5u0kOj4PFg27oNA1AitUi7HaWxGRqbsZ8fwFlfT92+HcwPD6NnTBEpdQNPcwNC02m8bhvucJBsNM74kRPkUikKG7cjcjlkIo6cmkDU1FLw1qBlU8RxghCIxmaoa4B4DAJBlE1bkU4n8uK5FfZ4ZYSiIOy2ChflXKx83rnqI+j5ghlvW8RdG0FRFVKTMzhG+gnv2IY2O4GtaFUOtzTj8Ljx3LCH/oPlpFftjQ5kJlfy9ladDuSZp1EdKpGQC1WB49MBzk67eWPdGRJny67RgfQEP2V/iNHYXgC633orI86L/Frup0ttVAX0L/wX9z99jotv2s+bvvbX2Fymy3rfDx8FATOH+0kMztL+6r2XfawsKvlw7sCpjzv3fxS4+zK6ffTDuQOnnu22FyVxWivTS8qGvFT5Jmacoht4SAjxN5gurH7gJuBXKAvLBQLASgma/kIIsQXTgp0EXgN8DPBgZsD90FoGJYTowXy2pdjvn6meqGsxSSll9ZT8LyOCt3/kVOyBuy/7Ogve/pFnfZ09D9yLWS86BPx58bNvWgnDrh7Pq6hdjJSyD/gT4E+KgfTvwwyaXvCl92PeFCxRa2HxAmHpPHNLc4R4vPJ+PD4Rpa42QCTsY27eLG+yrquBYMDD0MhMKZa2pTlMc3MNANu3ttM/OMXA4DTPJQvJpBaSQS2wIGj7JzM8fSHBz+5fuWqDPT5P4dxxFMNA6z2P9NyGCIaqtjUGeiFXFHiTE2b8aZFc7vKSaCpC4HTYGRmbJVd0U85k80xMRatauxfQThxDK2YNPvvN71GTcRLL5sBlGi8WHrTUollaSsmZsxNERs+Dwwn1jdS89a20t9USDHhIJLM493Tz1BNnS9sorO/g/MVxdJsfw1uZb8Xu9xJuaabrVaYH4MX7HyI1VRThTz9Rirc1YlE49CSZcBDf9XvAVowplhLhDyD27DOTVo0NI7OVngJrRQ34cd14E/l4EnrPI7Q8udkoP5rx4xY6OycybFgXwRH0ky+K3Za9O2neu5NDn/5v0sePIcZHQFHQdY1CIsVo/jEUm42tP/PTKMEaYlOzOGywYcs6Rk6cRi+6auvZHGgFQi7JwvzJjpY0P+kL868Tm/l5zyB6ruyctF4d5r7h27BJjbfepPPXufehLzEwyaI1uffeAwz++CCdr9lHfGScoQNPEbs4wfjD5nd0+j+/T/ut17P5Xbdf0XGzMPlw7sDHP+7cD/CPXGLeC1PQfvwqbfqZSzep4J9YowB7kfP/YVbdeCWmK/K/VWnTB/wn8BfF95uAaq4e/w28ETPZ6c8tWTYD3Cml7F3juN5PObzPi1mb9lI8TNkd9WVN8PaPfDz2wN2wxussePtHrtZ19pwipcwJIb6OWRmmqfixlfX4KvKcxdReDlLKh6SUHwAaMZNL/YS11RWzsLB4Hmlrq8HnM8VGfV2A2ho/ydTyKIHpmTgul53O9jpuvH49dbUBjp8cJBpNl4RxbU1l7cz62sCy9VwJygo+w0LA2fOjDI/OkkhUF0UnB1P85ESUmoif1pYIXq+T2ho/fr+r9Mtqi07RcMNOGm7aTXDPTvCb41ZVBY/HUbLMSSlhfJGxxOVkJVYa82LCYS+TU1GGhiutsjMzcez2lWvqasmyW3IulqDjV95M+PFDuFwr32JdmQRaKoM2H0U7d5b5cxcZGZvDZlMJh7zYFSBZtrjLjDmxIaVE1DUgNm9HDQaw+TzkYwkmjp7kwT/6Ww783ScZfOTJ6hudM/crn0ziNHKEtDgePY0vOoY9Oo3x2EPIE0eRp47DyJVVHNE0g1TvAIVYHHbuNoUm8NCcjz+70MDvfSfO+JlBnJEQWdXDfflXcvfBTr79rQslF9709CzpyWlyM/MgJZGdW6jZvY0zh86Qi0XxO8EuDIaOnCTc2ozD58UTCtK0eQMtr9hb8YRmSMhqChOFELY3/yr+1qbSsvR0guu+8xfY/vJ/M/fkMzikirvoRSklDD4zxswR07AjbApz/X1mx+IJmI9VnuPxASsPydWgKFS3Y7o7Lo3hSxY/334VBa3FChRD1G7HdA8+gmkV1YBpzDqwHwJ2Yrq0LvxQ/cwKqzuDWdP23zBr1maAk5hieLOU8uBlDG3nZbS1qEJRqF7yOnuxCNpFLI6fHcXUOxZXCfFCdfEXQnQAPy+l/MtLNr78dY+0tLS0jIyMXLqxhYXFMhZcVhPJDIef6Vs16VMg4GbD+iYOHemr+DwU9LBlUytOZ7m0ycRklLPnR6uub6X426W4XXYy2Uor6EIN09WYiuX5oy/080u3N3Hbzjr27V3P3HyS8xfHyGTK66srzKIuWtuEraYio/BijKEB5OnjiC07UNo7Lzn21ait8Ve4aF8KOT8H/gCO8SGyJ8yEnQ07t9Jx5+0M942i+SA2raEXDLOG7NQEmuIkHU3jv7ikdmxdA/5bbqUxESPc08ZsJk//iYtIRYHoHEpsns63vImBoQVLu0R/7GGIRS97P8PdHWRSaYLrO5CajtvjYeLYKXKzy9cV6VlHZm6ezOz88hVdAtHYjM+jIg2DaUc9v/WDPH/SdJ52t/ld3194Bad1s46xIiTvs3+TkFL5bBXevhFPo1kmKYMd96ISlnq+YNahBeq6uwg2NjBw6BlysTi63UUyp/Jwb4jTo3Z+85YxQgE7Qkqi5/uYPnye/q89jpY23aBv+NtfIrK9CzCF8J/c34UeT7LxwGfxpGfZsc/P9g/cxfrX3wbAxR/8hN4fPMrFLx4gH0vjqQ/zjoc+Tai7hZcSra2tjI6OjkopW6/F9j/u3O/DjMX0Y5YTOX0tkkJZXBlCiE6gv/j2D6SUf3MNh2OxArEH7l52nb2Qk0JZXDtesKL2ucQStRYWV4eTp4eYnlkUk+i0k63iVtvcFGZsfLnwUFWFjRuaqavxl0qRJJNZDh/tqxCwhy/a2bWuwKKwV4QQOB0qEoHH4yCbKZDJVpZzURRBfW2AiTWUC0pldew2gcNmbuSWmzfx+JPn0JcmuzJyRHRznzUEM7ZIhagVSORie5yUSMpuvleCIqC1tXaZlXY19CMHUTq7EZEaZHSejpYw4XUdHDsxiMxmcCl5fJvaycxnSN53PzIWQwIJZy2B3PLtjF1IMnvfowT3bafrL36z9Llx4hk27t1C677djI7NkUhkSJ0+zfxTazRsFP3RFbsdRVWXlem57hd/jhNf+TZaMm3WvW1sxma30dBah6cmzFzvADOnzq/5uJQ263DQ/EqzlKevJkLbru38+I//zqwrC3w7/xr6jbJWerf3fur1Sq/FyM7NuOtNF/o8Kg6qJzbNzkVJj00R3tpTOg8MCdmCwJZN4gh4K45Fbi7B4b/4InP9M3S/8To2/8odFes7PV/L154JIwpZ7nA/yY5uG9t/7q0otsqIomw0Qd+9B5g9P0jT3i2sf/Otl32cXshca1Fr8eLGErUWFi8trllMrYWFxYufwpISNAWtekKnfL5AKOglGqvM0KvrBqfPjBAKeti5oxNFCHw+F82NYUbGyhlbx2ZthH2SdY3l9UspyRYTSDXWBzF0uUzUGoYkveSzlfC51QoL8cjo3DJBC5BXnGSMHAJJXPVVCFqp64iBi9C9sdxBCLweB+l05Tj8fheJxMpZeRejqMrlCdrTx2FuFrHbFG0iFGYsqzBUFLQoKukjx0k/8hhoBVNhYVq0Q0EbxrwDCpXjTZ8xLe22mlDF57W7d9K0exPSkCiTY3izWQq51bNU+5obSE5MmdstHnSjUCgJygVUhx1fYx12pxMtlUZs3o5obcNQbYwN9mE89sCaj8lSnOGyu3smniA1N4+vo4X4xQEA7txt8B8nBJmcZJN/is27Gpg7PFWKY8XjIT0bLYnaWEplbEJjYzhGIZHC21SPUrTUFmJJ4mOznFM3ct16cNkligCPQ5LPLU5QJnCFw8zZgnT95W/Seuggaj5N7MIAwZ7OUrst4Rn+76tnGP7hAcjB9BlBfGyCUHultsvHUvzkwx8nnzDdw2//t//N1vdWCmQLCwsLC4uXAldF1Aohnqu6W1JKaQlvC4sXINMzcaLxyri9xSVqFlNfH0RVlGWidoFoLM2Jk0Ml1+GA301Lc5jh8SRPnRGcG3XQO27nV+/M4rYvF6mTUzFElbhUp9OOy2knzuqJhYQwY3wXsjgDXOyfLCVPWoyiCFq2bWZ8Ioorr5FOl2OK5cBFdLtjWbICv89NW0sNsXgGp9NGJOTj1Nm1e4osJLhaE1IifAEkIxUlZzTddDMWLjcyOg9zs9W7e73YGhrQThwrfxiuwd5QR6Z3lNgTx2j+wJtQQ0FkIc/MhT4ODI4QIs90sTyOze2qXKkQKHYbqttlWtj9PpJjk6vuhs3tous1+zn9tfsopDMgQZ46hjx1DHx+xM49VfvZfV4KxTjiOcNHRKnupSbtjtJrX20N8yNjuGrDZKZn0VBwBgx+4+ZBZh87RFO9F1doPQ23XM/s2X607k0ooQgFrYAmE9gwqPPmadzkQDdqySfSzJ/vwxUOoqUyJAZHOVC4nmwfxAw/b9hqnmepsRmG7jtA11tuQ/W4aN6+memMJC+SGBfPoWbN/UgOjOBprMO+qP5vflE9XqEqTF/oI9jWUuERMPnMuZKgBRh55BlL1FpYWFhYvCS5WoLxKldztLCweKEzPrH2OMbTZ0Yv6X47N5+seO102lCkxr4NkM0L5lI+akMaqdRyUbvg8ix1nexPHif5zk7qUi3kMwVisSW1auXyEFifz1UhaAGyWQ2vpxzvWxPxoaoKne11eL0u/D43Y+NzJVErC3lwuhEtbcvG53DYqK0J0FAfJJnKcuTowKrH4nKw2QR1tSGSyQyJZNYUkO2d0NZesaOqItBk8b1exaLu80MgiOhcT0TNkE60kpudRzqcaJE6Iq+9AZtdpaGrDvnko+ihEKKuHqVnEwYw/VDZaqpllligpcTIF/DV15OemUXPXzrzs5bJcuG7D1atb0sygbxQvaRPIZnC5najZTJkpYvzWpj16giKWHIeJFP42toJBLwEGuqYPN/L3PGzaEWxKA8/CYUCIcUgM5pgHghv7sa1bRtpZ9HKa7OTzalkj54gH41h9/sIbVmPuy5M4nwf2fFphKqQFw5e5XgagKmRCF/J3cLb1g8SPXOeQFct04eO4+vqIPC6Wxk/fxkJnRSB3eelds82NCTDR4/TtnM7oujK37h3M86Qj1zUvLY6Xnv92tdtYWFhYWHxIuJqWkFLlRmA08X/FhYWLxE0XSeRyOJ2OXC57ISCXmbn1p6rYXH8fn1dgI72WgaHZpmarh7vmiu6FisKvGpHjnDYxvz86uXchKoyfM9jhLrroUtBQqn8TalNFW2dSGRRhMAojlHTDU6dn8PpUNmzo5HGhgAd7XVk0jmOnxrCMCT5peu1Owhu3kB8kUuxogjCIS/T03GGR2aL27+yOUDJgovwovhdAZomq08wCIXNm1oYHp5B6gau//wOsZt3onW2QKQWGpthoiygxLoelNZ27EYBu26Y7q49nWSn55g9eprGzg7e9L27UZCc/vp9zJzrw/AHy/0jtch0ZVZiR8Bnls8pEh8xs0Enxyfx1NWQnq5uLS7v9Co5H6arVeUw0TKmMG1WZ6pOYgDkozHE/DzBDV3o+TzB+rpK9+dcnsXpxdKjE+z9wLuYiaU511u2Muf7+8kVE1Xlo3GmnniG8HXbzBPXMJAS3HaJUZyLqVfmGNJTJEYnoOjKrNgUwp1NONxuurqbmT9yEblxCzIZh3QaX0cLnTdfDwaMnjoNgM3jpuHmPSiqWoqlTc1FSUdjeCNhAPyt9bzr0c/Q993HqN3WTcfrblj5eFpYWFhYWLyIuZqiduGxQQEaMItifxV4WL4cs1FZWLyE0DSdw8/0kc7kEQJcLge1ET8tzRHm5pO43Q7m51Os9VKvqw3g87rZsqkFTdMrrLQrEY9fujZpbnQKPZunvmvjJdsuxZBmeie7w8bRQ2O84pmnCQ6NUjjYxOi73sDsXJJcrrBqBuZUenlMr6oqFcmzCgWJbZU7ryvoRLUrZOM5bC4bOUeWZ2ZOU0BjB5twUXbtXXy4F479gmi22RSGhmZIpXNmw6Cf0H99h8wN21C2rce7fROji0TtgsDShZl8SxQFXTavo9xwM1lVJZcr4PW62PbOuwA4+uBTlOR0z2YYHa4Y1GJBuxgtm2P9G1/N2Xt/CCvEYVc/OC5znDY7pMuu7KrTgVAUpK4vswJXCNqi0FwgMzvPXO8Axz73NfR8nkBbM/Hh4jGpb4CpSuGcz2Vxyzy+1BypTAF9ZJjM2BI3cimJzyYQPZuR506BYWDky9ssSJXXrJvCiJa9AFAU5s/28uTFAZpv3E1tIYl0CJSbdplDWb+O+LlRJg+fxbehCekSKDYbndfvJjY+yfxIuXSU6ii7VQOEN7SzZ0P7pY6shcXLDinlAJanoYXFS4arJWrbMGt//SywD6gHfrX4NyGE+AbwFSnlY1dpexYWFs8Tk1MxhkZmSGdMwSYlZDJ5hkdnaWmOcOP1PQCcPNHL9PylEx/5fC7q60wLnxCC7dvaicfTzMwmmJ1NlLazFJfLTqpKTdzFZAZG0WNJDN1AKaZKzuTB7Vi1WwkJ5PMa+0UMd79pdXT0jeB66gSZW6vHcC5G15c7qMzOVZbhiaUUgl5jFWEr8dV58NV5ADgQO82YMsGdxmuLS2WFtbZEOoVx/gzKuh5c9bX0dDdy8nRRcAlB6o79tO3oZva+h3F0hmnYsJWZgwFysbgp9oIhcx8kzNqCuLU02vlzZNZtRbjNsRw7OcTN+zZw/shZRocmIVJT2rzidmOs60H2nkeEIqjZFFq2+vdlc7vMRFFrfZ50OFD27QfAeOZpKNbF9bc0YegaqYnpUubgVXF7zARY+Tyq04GUcOqr96LnzXMuPjzG5ve8C6/XTnx0ggvfLSeG8vd0MHz0BAA+B3jtClpHPXOJebREZay44Qtir6snf+7UsiHYhY5MJkj0D3Nc62FM1nO750jJan3xez8muKGL7NQs9oCPPe99J0M/Osi33/K/QErsXjfvfvI/CBeFqsPjxtA0cuk04ZYmXD7vsm1aWFhYWFi81Fmaz+SKkFKOSik/IaW8GegAfhc4iPnE0gT8BvCIEGJYCPFxIcRNV2O7FhYWzy3JZJbTZ0dIJquL1dGxuZL7sJEev+T63C4HG3uaGB6ZZXBomkJBQxECVVUYGZ1dUdAqikArVM9HJzNlC66jqY7uv/0QDxz1MjKjcnbEztcfXf6Q73LZaawPLvt8gYJWuS0hzfJDV+I5vDR5VthfFLTSoHb2Kwij0qU6G8uTjeeQhiQ1naIh3kBPdkt5LFWEoMykkfEY6nXXI4Ih7AKmH3uq0nIuBLFt6/F/+OcYGuzl8Ge+wJa3/xTu2ggYBq7+c6V2+cEhYhcGSE7OmdbRIrlcgb5Hn2Loq99AP3oY/fv3YBw9VN5O0HR7navdgTMUrNi26nLhbawHIdAyWQaeOsGZyG0can0HA6G9Zs3blZASVySEceYkJBOgm99PNho1BW2xzSVJJaEoYFWng6FHnyQRX5ToCzjx5Xs49fX7mD3fW850jHkOaJksc8fPMnv0NFoyhd3noWbH5nKbunrExq2onV2EW9rQZZV9UhTyc1HOaF08qN3MGX19RRZxo6Axf+IcmckZ4hcGOPGNe+h/4MnS/hVSGcaeOFFqr9psNG/dRNf1uwk1N136GFhYWFhYWLwEueqZhaWUI8DdwN1CiMUW3BuAFuC3gd8WQoxguid/TUq5xoKGFhYWzydLS+RUY3h0FrfLgerwwCqGVLfbwY3X93Di1CAzs6Zbat/AFE6njXDIu6omMQy5LDYWTKHZ5MgzNDKN0tqOZ51Z0uTsMTsnB03zrF1dvuJstsBEduXatbntPWRP9+K8OIzW1oj3jptJV7ESq4oolf1Zi6EQTKOo2UEh6+xk+/k3cmLDA0jFWRxcjuFvngBVwb97CwHFj4MAmi6xqdXXKYSAcKT0PpnViB18BuWWEHjKon48VhTQwTBGbJ6ZkQlcr3099oJGTY2foZE55MVzyAtnS31kLo9YJGwnnykKqmyGhKOOi+xDP+VivWeY0LmnkYCjkMK1cSNSVTAKGq76CPGLA6Qmpspj8W8l4WoEIO5uRkQPVd03u8fNxje/npqtG3jiwEMsPiMLqUu7pK/Egmu0pjpxaOZ3KwBbIUVmJkVmZq6ivc3rYe7EOQqxRKl/0603IGwKLft203HrjbjCQRLJLC6nHUXXmBRlUWxIs94whkF2Zp5ZowuAzkgGpXY9DJ8FJJ7GWtJj5eOUmZ0nuLGl9F51Omi4viykLSwsLCwsLK6SpXYlpJTDUsq7pZQ3Ap3A/wIOYT47tAEfAZ4QQvQJIf5GCLH7uRyPhYXF5REOefF6TLElRPWEO/F4hkPP9DGVcFZ8rqqVt5dsJs9Thy6UBO0CuZzGzEyli+5aMQwD5/oelObWCqvkq3dpxZhQyf6ta6sFuxgtkyXx7juZ+oNf5FDvMHLBGriExWWEggEP69c1UhP2LWsnDQOZL7tvL+DKD6AaKRRpjlFVBbicBPZtx3/d5tL6XQ7J0GSlD/Xi/fVHgtgXZfeViTjoGnKov/q4G5sBGJUB4vEMibPnGPjGPRhnT5nlfhZhP1p2oW2p9eGrryu9H4xcT8HmwUDB0XscpIEAPIOHOD/lI9jTiZZKET15HmPJBIlcdDLlbD50t7/qWAvpDIVMFrtNJdzaWLUNsGi24PLwVykRtUDzDbto2r2d0PoOsjPzFOLl89TI5TE0jdj5AeazNgx3AEVRCAY82G0KE+cvUrN7K46QmSl5cXUoX2cru3sMnKrGL1w/QefGGppuu5HmV99MoKcL1VW85hQFT1M9ba+7nru+/ffc+Me/wM/++JPUbll3RftqYWFhYWHxUuV5qwErpRwC/gH4ByFEB6b19meBPZiC9/eA3xNC9GFacL8qpTy2wuosLCyeB2w2lT3XrSORzOB2OUimshw/OXTJfkIIbry+h+OnBkkUswHbHTbS6eoCQqsSi7oWWltq6O2fAkUpOeV6XHZu3mLQ3WAKEK/r8vLU1db4mSm+Vhx2al6zj9TAKGwPVLQTVArUaCyN02FjtlrSK61AfWqaZLCLTKaAIz9GKP5DmqY/w3z9z6OrpqvuYldlsWhSQDcgnrJhGPmSdhNCIDUNWyFHw7oGLqYXRLPEOH3cfN3fi9rRhe6udMEONNfj7u6hLyPwxaaQp8z2zM5AqGzxVbMaofsPkp6YIxlW8L3xlWQXJXZqnz/MlG8Dc95O5CK3aImgPxHCMX4W/xJrqmK3YxQKNMVPk3A2kHLUEAkZ2Dbsh/ER5NQkzJQtlTavh/6HHsfXWMfUybOshKepjsC6dgxNY/7keQqJ6jWRF6O6nahuF/aAj/xcFEPTS1+qr6meDXe8FpvLyWN//ykys5Vi39vWRCGZ5pixg+h8E49+fpT966I0hzTsLhfJ2TlcNWEcwQCxUxeIdHcwevAoznAAf2crQbuNP9mexJldyIBsmuGNQob6G68jH09g83oINDVQ095GfXcXXW+0IncsLCwsLCyqIa51YmIhRCemuH07sLf48cKgzkspr7qflRBipKWlpWVkZOTSjS0sLEr0DkwyNDRz6YbAzu3tXOidJJ3O4XDYCPjdzMxemUV2KZ3ttTQ1RZCG5MmnL1yVdS5QE/FVlCqa/uaD1Nx5C4qz0lK6saeJ6dkEc0vKGslEAuGvtDq2hJxs2LEegCNH+4jFM9i0ORQjS97RvOp4pITpqIJdhXCgivhPxrGHwxQWxRxLrYCcGEc4nGy5ZTe6bnD+ohnzLIHE+QnUfJanct3cVt+HPPFMqW/G5iet1tExM4irfwpbOke+uZa5The+xjqSY5MVm5fA2frX0RA/SyQ3irTZGArsYtK7EW9ulq2T3yu1Vew2jIK2rH/jq24l4w9BLovsPUfi4qC50OVC2XsTuD3IvgvI3vNVj5FQVZpu21eqz5qPJZgemUVZ12Mm0DpxFAp5hKogq0ygOGpC1O3exuzR00Q62mjZt5uL3/8x8dEJ6reZmbTHD5vCv/7G6wCw+72A4FvnOkvrCWlTvKJ1ApvXXSqzAzD15DPo2Rwb33oH48fPM/CtA6huBy23bMHf3cZiv/LYhX7c9bU4gn5qOtqoX29ZZVeitbWV0dHRUSll67Uei4WFhYXFteV5s9SuRDGl+t8BfyeEeC3wKWB9cfGGazUuCwuLSjKZPMPDKwtaRVEwFiXWOXaibNHN5zVi8TSqqlTNELwWXE472VyBYNBDe1tdyb25tSXCyOjcJXqbCMxyRKvFCs/OJWmoC5BNpMnPRIm8/uZlglZVFSanYnS01y0TtZw9ibr3egzFhsNuY/OmFsKhsktyJOwjFs+g2SKsBSGgPrzKMfMFKgQtgLDZEa3tqKqC3+dibGIer9dJMq0QPXSUwOQZAK5T+jg/GaGn2E8iGGx6JT0bbWQcO8jFkoT+7ZsYGzuwK7FlghbMY7p56ofl94U8bXNH8KSnCOfGzHI7qgoCtCoxsAIojIygZy6gZbPIxaI3m4NCARGwIzZuQR8fhXSKKU+af9p/gklbnDt71/HW3g0VvvHCZkPZuceMNQ4EEYUC8sQz+HfsIHHyFLJQWfYnPx/HyGs0bNtELppg8NEn0ZD4u9tJzM6h5wrU7duFkS9gdznBbv502lxeFCRG0Upty8aZOXKK4KYuPI31CCHIReMUkmmQkqkjJzn0p18kM2VafedP9dH55uupu2kXNqcTLZ0hPTaFuyZCqKWJ2q6Olb93CwsLCwsLixLPaUztWhBC7BJC/LkQ4hRwP9DN4or3FhYW15x8XuPw0b5VEyGFg57KPkvyOhUKOjURH8GA2c5mU9mzq4ue9Y047OolMwsv1Hr1eZwV8bodbXUrdQHA4bBRW+NnY08TWza3VgjvlZicjqOrNrbduhPV6162XNcNorE0x06YFkWZMxMNGSNDGNOT6IkUUkIurzE6Nl/qMzA0jaYbdHc1lI7DSogVDojNtrYUzD6vi73XrWN8MsrI6BypVI5YPI9rbrjUJmDEWe+cMOu+AgJJu3eahVKnRtBH7N1vpO3X3kYhvfakTIrUqMsOYjPy6Lk8WjqD4qheV0mxqeTTaVIj4+Rm5snHFlvzJXJxrdjiMfnCljNccE8Tt+f40qYzDLujxC8MIA2JUSgQHZqoOH7C4eC83sFfPLmdx9NbyNu9qIsnKgyD6YPHGPzJ40w8c4KpE2cpJJJET18gOTCC3efGEfDhqg1jAC3btxKsq2Pwvvvpnn4If3aC2mQv7fOHkJpG9OQFpp44wszhE8wcPlFyaVYUW0nQAmSnExiFAlOPH0FKyeyxMxj5AtOHT2BHQVFXyAxmYWFhYWFhUcE1sdQKIfYBbwPeCnQtfLyoyWHga8U/CwuLa0wylV1mDVxKLJ7G4VDJ53WkND0qU1mB2yFLcaBzcykcThVVVQgG3BhScuFiWbSsJYPw+GSU2fkkzY1hOtrryOcLq7aPhH1s3thCLl/gqacvVliKXS472Wz1/slUlkPP9FJT4yMez6y+/1oe/fGHIJNBBENIr690Q5srxtiePT9WKn/kdjnYu3sdh4/2VY0zbqwPohuS6Zn4smV2ux1NM/ssPV6RsJf6uhDpdJba2gAej5N0upy1OeTXSW/fA0ceNvv3bELt2WQmsjp+BDk2gjc2glmJzURvqqPvmTOodnupnuuaWPJF5mMJhKJUlMlRHA6MfJ7k6MTS3mU8HnN8fRfMkjyAplROTGhCkhwcJTk0ilBU6rZvZvrsKbDZIFKD7L3AY9oraWCam+zHoABLv01tUWkopCQ7Xbb+p0bG8XeaHq6K3YavNsLww0+AlIQzI4Qz5VAWoapIXUdLZdBSGYSi4IqEiPR0sv6Nr+HCVw4w/JPDAIQ2m67nnsY6hBAl92mAuYv91G5aj4WFhYWFhcWleV5ErTCnzG/BFLJvwSztA5VC9iDwdeDrRZdkCwuLFwget3PZZ/W1fqYWZS3WdAOKeXaEKLr6OiT/cp+P3/npohjRdbS0KSdm55IVsauwtpI4hiHJZgv0DUyZoq1KbVtFERjFUjvhkGkRzWYLy1yfVxK0AJmsxsBwgvVdBls3tTA6blo7qyG8fpT9r0aZm8GoqTPdbYvouoGUkkSiLJoy2TwjY3Ps29vDxGSUM+dGS8u6OuvwelycPD1MNfK58pilhM6OOtxuBw67jVDQw/GTQ8xHUwyNzOJw2MgvMZnXrWsi0PzTpOLzxH015vgVBTZsRo6NICfG8DgcpHM5bFJDxSA9O4ehGxiN3SjTgwh9eXmlS2IYSMDmdqFlsjjCAfLzy0X7UuSp48hTx/G3NlH7mv3k4kn+dMPNfDD3z4zlJnlDXyed8WISL2lauKeOnly2nuBMH83JXjBDZJcJbE9LI57GOgqJJLELAxUno5HXyCeSOPw+tESaU1+5h8lj5azQQlXY8e63MnHsNJPHTuPrbMfTVEdycJKOfdfRsm9Hqe1b7vkHTn35fuJz03ibw4DAVRPCHQyip8uZusPdnWs6rBYWFhYWFhbPoagVQqjAqzGF7F3Ago/ggpCVwJOUheylU6paWFhcE/r6l8dS1tWHyOU1YvFKt9TFXrOqAts7VrekPhvOXxzDbqu8jXW01TK4KPZ3bCJKY0MYn8+F3a6uanH1eZ3EE1mm5zJc6I/hdKgkknkmp2IrugMvIOx2ZEMTS1uFbQIjmaG21s/wyGzp8/6BKepqAzQ2hFBVhfGJeWbnkvQPTON2V7rG2qSBptqw6wUK2KiYDxybQGlvwuVzc/T4ILF4urRoqaAFaG4K4fU2cvT4AFLK0n6pSNz1tXTceiMN13Vz5sBTqLo5YdA7Y+d7ubeizrh5Tc92Ws/dg5BFQagosAaX7hJFrXi5NWYTI+MkxydNYXk8x3+2vJWa7RvoPfmjUhtfS2NVq28+mWXDN/+ehhvXo7o2U7tnGzaPm8zkDHPHz+II+glvMa2izkgQPV8gOVC2vkpdZ/rgMRwBv1nfdsn+7v6ldxPuamf04FFcjbUEe9oBCG/tZOjpw4TWteCtMycQVIedbe9+I4NHjpGNJzCEwqziQ9HcbP+ld5PsHyTQ2kxNTxcWFhYWFhYWa+OqilohhAO4HVPI/jQQWlhU/C+BxzHdir8hpbTSD1tYvAiYq1Km5szZkZI1dDVu217dunk1yOd18vlKkbrU+iuAVCpL3+DUqoI2HPYyP59CUQR1ETej4yl2bK7BZlOIxdPURvwkuXTN20DATdDvZnYuSTqdIzYZ48Tf/RkdH7yLaEN9hcV2bi7B8RODCCEoLCqVk1lsfVYUNBRsukYom2LaGyov0zQGdAG9U6jqzCWTcK3rrKe1paaU3GpB0DocNnbt3YX3DfsAOH1qELXo4qwb8I2BjRQMBZLw4MUgP3fTm7FdOMS6be3M9w0QGxytvkHAYZtHSoWCHkQoAk99DfHhMeQl3MarIXWDXNS07kb7hlBsNmo391BIpYn0rEMIUVXUGvkC6991EzafC39XKzaPGSftbqjFWRvGFQ5WtF+oE7sYgUARArvXXVEuSLHbCXeZIlZ12Amsq0zupDhsDD9+iE1vfn35M1Wlc88uRocmuTg4gxQK5DXi0k73q15x2cfFwsLCwsLi5c5VSRQlhHibEOKLwDTwHeC9gOlXZQrZA8DvAG1Syv1Syn+yBK2FxYuHUKiyzqnbbV+ToAVQnud0dMlUpfDUdYOnD/cyM1O9nJCiCHbv7MK2yGVYUQRBvwObrTz4eCLDdTs7L7n9eDwDQphu0UJg1ASJvf/NTP7bPbS2VGY87u2bJJsrkMnm0bRFglRKHA4VRSlbZDXVhm1JDj0Zi0Jx3EsFraIIHPbyPoWCHlqK2w+HvTQ2hADwepzs2dWF12MKuWgsRTSRLSWGkhJ0ozwOQ0LArtHSWUvz3p0kp8rWZwBvSwOukOkO3Bz6CTtaP8mO1n+hzn8IaUjiQ6Nr8zNfA8nJaWbOXEDL5el69SvwNtRWbeeK+HHV+rG57MtL+kjTpX2hvJ1R0EiPmMJYdRQTaCmCjW9+PTWb1hPZtRnFXp4P7rj1xtLr5pv2YPe60YuCPR9LkBoeQyjLrfxCUXD5faagLeKwX/OCBBYWFhYWFi9Krtbj5teAdwB+ykL2YeA3gVYp5a1Syn+RUo5dpe1ZWFg8DxiGJJcrsGljM+u7G+nqrOfmfRvI5a4gphIqRFo1bLarn+01lcpVTaceDnmpqw2wa0cnwaCnwlVXSklbi4/FdbyFgGgsTcC/PBvyUha7GQMYkQCiJoihLxGlVfrKfB796cfJDQ1jGBItniI3MWMK3fVdbN7YQl1tAPtwP3JuesUxGIakuTlCU0MIRRFEY2mOHO1H03SEEKxvi7C9wYVhBPnBI3FOnEtx7vwYzxwbIJfXmBmcIt43RKqvn1faD6IIcDoEd0ROkn34Xsaffoan/9/n0DOVkwip0Umy0TgCnabg46Vj1xx69JLH7XJQXU5Uj8vc5uQ0k2cuINxOXDVhFjba+orrsdVVZseOD4xRSKbRczkS/cPkZufJz0dNa3k6Q7x3kELStMR2vno/t/zh73DLH36I1n27adq7E5vLRd0NO3HWhBE2G7PnLpKNmdbjQFMjQlFQHXYS/SPMHj2DUdBo2r296j7U1vjp6qzH73fT0hwpTTpYWAghHhJCyCv8C61xG39QbL/MBUUI8f5nsX0phBhYtK7PrrSdFwJCiIHi+D67wueX8/f+a7MXFldCle/4bZfRd/OSvp9dtGzx9XPjKquxuIpc7WlhCSSA7wETmPVm/9elYtFWXaGUH7k6Q7OwsLgcsrkCR48NkMnmCfjd7NrRiaIIBodn1mylXcql+mna6hmWr4iFabYlzEdTpf8379tQsW0hKq2cxtwseb1AXyZXkQRq1c0uykysZLKo77mDeDJzyVq9wuGAuTkMBMnBWQb+7F+R+QKRN7yC1rs/RGNDiIb6IPd/6suor9tfmpn0uB3LkmYNDFaK3lQqx+xckpBL4eAn/4vRQi19tfsBOH0xzabGWYJT58DhgI1bSTz9BCTi7FIld93ZSqSrlaP/doyF0S+Iv2pIFDTDg1012xhqDarTgZ67jAzKVQ+QeWD1bI7MuLl/QlWZGRhEcdjJLZQEkpLJQ8fRsrmKEOTa3ZsRqsLEI08vWqdCPp5k+uljpilaUQhv3kDXbTdXbNpfX8vMwBCFVJrcrFmaJz4yzoXvPcj2d70Fu8tJ285tTF/sI+10YOg67bfsI9DSxEp0ttfR2b56WSoLi6uNEKIb+ONrPY6XIM/yBmdxjbkL+MYa265ZAFs8PzwXvk5+TKvt1cIStRYW14DRsTkyWfP3OZ7IMDUdQ9cN+gemKtrZnCqGZiyzQr5QMAxJJOwlFs9UFZOaplMoaITDXlLp5fG/xtAA8uRRNIBQBOXG/RWlV1ZiQdDabAq2kJ/hXAFlOobtEqJWplNg6AiPl8nPfLcUezr3g8cI/s2vAXDqC9+n977H2PKzd5T66UuSF9lsSqVLcxGn087EqTPkYgmywe6KZZmz/QTivWb/TBItbpYgEoog3FzLsf/8Eoa2Niu9MxTk4uTP0tn8BO7aBjxb/i/btBpOfu2b6IVnkTysiuuyzedm8sChZZ/riTTORJ5cTdm6Xkim8TbVE9y4jvjFQaSuY/O4yEzNmoIWwDDIO8p9pGEQGxqh94ePothtpGbLtWb969owHHaOf+0eGrdspH7rRrw37KHzhj0Yul6qNSv1PFrBIDM7j6c2gs25PG7XwmIFrrvM9tVjLSr5NLCa28k9q2z3z4A3FV/fCVTzwnspiLs7gOoFtstsAL6E6fn4GFYpyhc7dwohbFLKtfzQvfU5H43FZXE1Re2Vm2NX5oX5lGxh8TJgqSuwzaYSXZRZFyDU6sfpdyANSXQkQT51Bcl/kIjn5PZRJhbPsG1LGydPDxPxOHHbbAzNm899NREfTqedzvY6pqfj5IpuyFLTETYV0dCICL8a4+ghiM6ZtVL9gdK6FUVQE/ETDHiIxVLMRVMVolXTDDTNQLEp1K4PkZ7NkJ9e4fcyNo9jsBfvrh2Ert/D2DefJE0/AKrTgb/edK2dHZggPzlH6kw/3s1mltymxjCJRJbZOXO/8pkcwmaryNrc3laLz6VyYdIUZZH0ABP+jRiKA5ueIZQaLLV1ZNNs/4V3Eh0YJrK+C5vLiZ5be9KvG379F3j0rz5BYdNn8K8zx+gGvPX1xEdXTix1udi9Hgqx5YnMkBL3RApbVkPNaqSbfKAIYuf6EUKQTyRxR0Ksf/1tzJ7vZer8QEV3JWS6Ao8/c5LTX78PqZct+c6AHwBPSwOB7nJiqHPf+xG+hjo8tWbfBUGbeeIPyB37JwqGj/MT78Bwb+D6X3tfKfbYwmI1pJRHr+b6hBDvAV57iW3OAXPVlgkhFn9++qVahlFKeXq15UIIO/CfmII2BrxLSvncpfu3eC6ZxqzSEgZeCTy4WmMhRCfmpI9R/KvQU1LKzwKfvfrDtFiNqyVqX3WV1mNhYfECobUlQjqVLQnZvv5J/IviSW1OFaffnMQWisBT474iUbuaoLXZVAxd5wq9nUvouoHLZSfgd9MR9CKEwO92UJAGzeubEEJgt9u4fk83s7MJhu79PvHRcZTbbkc4XeB0oWzbhXHoCXC5KtZtGJLpmTjJVJYbr+/hYt/EsphawLRmFww8ETdG2iCdylXU0wUwxkbIjoyQ79qASOW567N/xIO/9Q+kp+bZ97H34q4Jkp+YJdTZgqOxht7/dTeRO26h8d13Egp00BR0cuyJAySmZiGVRHp9iI51iLYOhBD4XCpPfuLfyc5HQVHxBOxsjz5IRnPizc/iUAoVM4mucAhldIKhAwdJz80v26eVUOx2nAEvrTfuJjUzQ6QoahOTUySnpi7R+/JouWEXAz95fPkCIUi1+UEIbKl8adpVFgrMnzgHQKirnUjPOpxBP9HBUXS3GyMQwtbRxYZ9Zhzs2UeeRnZ2Q+/50qo1qXDdL7yL2PQ0uWw5TFB1uUgXLbEL6PPnyB37BAB2JUFr6CdcmGpk4uhJOpe4N1tYPNcIIWqAu4tvZ4GaazicFzu/R9ma/SEpZfXi4hYvBp4BtgCtmC7Iq4paylbaR4G9PIclUi3WzlX5EqSUD1+N9VhYWLxwUBWFzZtaOXtulPHJKADpTB6Hw0Y+r2HoBtKQpcyuhczVn6AWAl55y1ZOnh5meia+pj6La68u5tTpETKZLDLoRQAehw3FriKEQNcNFMUUtnJ8lHhvP9jtFUV3bT4v/ttvR/cFSKdzy1yIM5k8hpSs66xHCMHY+HxFnK7NqYIqyMRyNDQFqQ36EUJw7PgguXwBmUwgR4rPRIUC89EUyvomXvFvf0QimaG2JoAWTdD3a3+PHgqw6TN/Qn5iBkdjLYrTwfGv3os2NFCZ3TcRR548ivB6cddESPcPmYIWwNDB7sDtc+Ic7EOx2ej5qddx9jsPIKRBenqWpz/1WbTM5ed2MQoFZi/0s+muNzJ58izDB58ml0gyc+78pTuvEU9dDYHWJmYv9BNobSI+Ml7ZQMrS96d5Kz0IlfYOjIJGdCbK4f/8MkYmQ2rKrG2saBr7f/O92Ow2s/TRrutRhSCT0XCM9WFIwYPzWwjJZrbsauDigSdRbDa0TJbs9Oyy8kCoDhYHdhuY1ltn0LLSWlwT/hGoBR4CBoH3XdPRvEgRQrQBf1R8+0jRMmfx4kUC38ZMcPtm4Lcu0X5B1H4DU9RavACwZhYsLCxWpbAkedNClmBDk8RGE3hq3DhtNlIzmWrdVyXgd5NKZdFXMMUuiNPudfVIJIWCRiy2+nZWSkyXTGXx+VwMzMRpj/jRpaR/fA59dJZ0OofDYWP9ugaEWoyXLRSQ504hNm7FZldx+4NEE1lIVN9+Y0MIRQgQgu6uBtZ11pMvaMzNJRkdn0e6IToYR8vpJEihteqEQl5yC/VabcXbcWMzhCOoqkIslubcBTNcbezwBRoePYQ2n8Axn8D32FEyr9yLVBVEdI7CQP+KpXKU86dpvuUGMuqS8LDoHIbPB3UNpOfTfOOIj3Tru6hL9dI19+QaBa1A8Xgw0pVJo45+9itc9wvvpO+Bh0lNz6waTGL3eSgk01WXqQ4Hen55eF56epb09HKLOECkp4u5C/3VN+b1Yqh2GDJdrROJBI5AuWSV1DWElMz3DTE5mywJ44uhPRzs30FB2qgJq1w4N8WunjZsBcnkkWMUkmnc4SCeSLhy/IEuXDf9Dbmjd1MwgsR4L+teewNN121b+YBYvCi480MjPmArZi6RBHDqu59oreIL/8JACPFqTBGbB34N+P1rNI59wEeBW4EQMA48APyDlPLCCn1CmELjTcBmwI7pMnoQ+CLwTSmr3wCFEDbg3cAvA5uKfY8Bn5BSfvMKd+OvMCMqJGbJyhUpjv1XgdcXxx4BcpgJVR8FPimlPHKF43jJE/20e9l1Fvpg5rm4zr6FKWrbhBB7pJSHqzUSQjQCN2F+998E/rpKm/cD/1V8e5OU8skqbZoxz8k3A12ACxgAvg/8o5Ty6sXpvEywRK2FhcWqdLTXEYulKWg6kbCXufmyeMklC+RTGq+4cSMTvcvDr3QDEmkI+aqvW9P1qoJWUQRCQEtTmEwmz1OHelnheaWENAyEoiBTSYS3+gbT6RzBhhCnJucrSviAKdZPnx2lrtZP896dTJ8+jwcN3aFgCIX8CmWM2lprqIn4CQU9lfum6Rw/OUQyWRSGS1K3zM4mShmYAYTLjfO1r0dXVFxOO62tNVzoNeulYkj8n7uHXLzc3vvQIbp3dBF4034O3v1pNK/PtL6ml4hDRUHL5Tl/7wPYIhFTpC2kZs5mzD9/gBlPJ+7UOHlXE9O+HmpTvfhzK5cMWqCADZnVl2VTkbrOmW9+j8zspd2Wqwlaf3MjO37+7Tz5ic9csv9Sgu0tNF63jYs/+AlIST6xSHA7nJBZvD1J6w27GXj4caSu03Pn6zj99fuYPG6G04kNWxDBIA04idPOK9dHuWOzea4PH4/R88ZX42+qp5BK07R7O0qVslSunb+Na+dvA6aJzOLFzZ0fGtkK/AbwHmDxzSZ554dGPg988rufaD11TQa3AkIIF2ZyKIC/lVKefTaVKZ7FOD4K/D2VeVg6gV8B3iWE+Ckp5SNL+nQDPwbal6yutfj3VuAHQoi3SCmzS/oGgXuBW5b0vQW4RQjxj1ewD5uBnyu+/eJqMc9CiNcAX8cU74txYIq0HuADQohflVL+2+WO5aVM9NPuFa+z6Kfdnwc+Gfpg5mpeZ49gxpFHMF2Qq4ra4jIFeFJKOXol15EQ4k7MyZilLjubin+/IIR4s+UJe3lcFVErhLiSOhw6kMGcaevDnG37pjVbZWHxwiLgd3PTjRvQNQOHw8aZsyNMTMVKy8MhL3a7SlNjmPGJSgGTKwj+/YEAb9+fZmePnVisLCbq6wJMTS93KQ743WiaTjqTp39wmonJ6DJBu7hcTolMGv3pJyGdRHR0oa7fiHQuj3/N5golF+pqTM8k2P/mN7Dl7T/F00d6ySSzgLZi5G9DXRC/300qnaO3zxSh3V0NTM8myoK2CqqqoKqVWZQ1oYKETLbA0NAMxkJG44KGukjQGk47yTfdht7TxemnziN334TqdIGUhPIJZh/8sdnQ5Ua56RaE24OMx9CePGAeuKUHL5OmRTuBAHKqh5ONP4WQK2doXoydAhjVXc8zlxGHu5S6LRtwR4L4mxuIDhTdsqt+8ctJTc/R/bpX0rx7BwAjTx1h4ugpXKEAkyfOQl0DcmoCDANPUwMdr7yRzlfdjDQk+VSa8/c+UF7ZxbMYhkEN8FZ7A5vbulko8Z6ancPQNJr37Lji/bR4cXHnh0Y+jOnCW+2W4MO0gH7wzg+NfPS7n2j9+PM6uNX5Y0wBdRHTyngtcAL/gBnLezemlTIMvB94C6bI+5wQomdJ9tnPYgraeLHfE8XX64APY7p/vgH4XeAvlmzzG5QF7X3Avxa3fwPwvzEtxmu72ZX5GOZNQFbZXomii/I9gAeYAv4JOIQ5xdmOWSnkLZjn0j8JIb4tpbz0TOLLgOin3Wu6zqKfdn809MHMVbnOpJSaEOJeTG+Gu1i55NVi1+PLRghxA+Z5oQBpzPPiAcx9fT3mOR0EvimE2CqlnLiS7bwcuVqW2oWAocuZrrBh3sB8mGb31wB/IIT4PvCLUsrJqzQ2CwuLZ4mqKKgO80F+86ZW2lprmZ6NY1MVmpvMpDibNjTT3BTizNlR0pk8ugEPHjVFpSdQz/YtPg4e6iVfMJ9VVoqRdThsxBe5+GayywVTNV0jvD6UXbuRE2PgDyKdLlxOO9lcZX9dN+jpbuT02VFyueXrtqkqE5MxImEvxqL4VAnsvW4dhpRcuDhOIplFCLOer9/v5uSpoVKd2HQ6T3NzeNm6F8YeTQlODWm0NfkJOTNV6/dWWLCddrI7enAdNz3zMvuvI7ejh9x80QNrQbwLQdobKh+Tji6E27Qgi0AQ0dSCHB6o3JCi4KkJk540n6Wcepr2+UP48tVde111EQLrOwBB9Gwv+flYZQNFgQUxLgFFsDTTl1AU5KISRIrDTnDjOlSng0T/MLnZKH0/eoTG67ax4z1v54m7/5VCKr0mQQswc/YCo08fxVMTIbyundZ9u2nYvpnZ830E21uJj02g3rafmq42Ip2tqHbzp3DixClOfvWeinUtHmerMok9FQafaW9VHXYmjp1i7kI/hqZRt2UDLdfvWtMYLV58FAXt3ZdsaD4L3X3nh0a4GsJWCLHrMpr3SykrLkohxFbMpEYAv77Umvk8Mw68Qkq5OD7gHiHEF4F3YVptXwE8DKUss/uL7X5VSvnlRf2eFEJ8C3ga0z31fSwSmUKIN2M+WwL8Pynlry/q+0Sx7xNA81oHL4SoBd5ZfPt9KeXZVZr/HqagzQGvlVKeWLx94CtCiL/GdAN3YwqaL6x1LC9VioJ2zddZ9NNurpawxYyrfR+wTQjRLaXsrdigEGHgtuLbKxK1mB4TCpACbpFSPrNo2U+EEIeBr2JajD/ENQoTeDHyQijps7TfG4FHhRD7pZRXN02mhYXFVcHnc+HzuZZ9nkzmSsJOVSDkMwh4FW7d7UNVlZKghZX1ycxsYllW4FXH4nWRTJnPaCIUQYTKmWdbWyK0NNcwPRPn3IVRdF0SjaUZGZ1j4/omNMPg9JmRUnshTJfoi30TKIpg/bpGevsn0XWD7nUNJYtsomiBlRKGR2apqw1UiOdcrkBLc4TR0bllolpKCPskYZ8GzGMINy3rPeQVAz1vEB1JYGgGDfUBRsfKls7E216L7w03Mh3LoLXUl4yWhgSkqSUBXB4nesBHPp4En7/yYNXUwiJRW7elh7ptmzn9tXsrmtWl+3CEAjgaGkkuSe4U2tSN6jJrrEa2b2TikYOV21hSLxdD0nHrjUyf6y0JZ7mkTWjzetz1ZhJWe8DHxCNPIzUNIQQOrwctu3opIUfQj7u5ntgZ8/nDyBc4843vAtB6017Wv/42Dn7yv0qu0C37rqN1x0Z8jfUV67nw/QeXj38R7kiIzOgEiqoSaGtm9NGD5BaJ+pkzF1DtNhp3WfGyLzWKLseX66r6j3d+aOSBq+CK/Mylm5R4C+aDOQDC9I38DGYc6RellD98lmN5tvzfJYJ2gc9gilows9AuuF02LmpTITAApJQZIcSfADcDF4UQipQlN5NfLP6fwbTILu07JIT4GPD5yxj/L2JanOHS50NTcdsPLRG0i/kyZdHSchnjeElSdDm+7Oss+mn3A1fJFfl+TOupB9Nau3QsP415LT2zwnm8KsUJqoWM2X+9RNACIKX8mhDiKWAf8OrL3cbLmauV/Vi5dKtKijdaL+ZMxCbML+69mDewbswA6zuvxvgsLCyeezKZPP2DlfNQt+5y8ls/30DAKzh2YnCFnmZypwUXY5tNob2tlr7+S89pKYooCdqK9QGhkBcpYXYuQU3Eh66XRfL0TLxkKfZ5nSRTpmjy+9wlK7FhSCSS/TdvQkqJWlSNdptaIbqdTjtgxh73D5hjbm+vRVUUNm1o5tiJwYocScqSu6XUMuSEE1VVUdwKtW1B1tXWEo2lgLKora0NYG+rRSuWC5ISXE47R87a0HRBW0OOkF8lGJ9hPl604Mbj0NBUWoe7uZH08bIlNTYywfTpqnlZyEfj5FkeHypUddHr4rqW7tQSctlcSdBWQ3U6SI9PkZ2ZR7HbEKqC1GDmfC/+xnoatm9i4ujKzyuFZIr8kjqzC4w9fZT6rRsrYntHn3qG0YNHqdvcQ82GdUQ2rCM1OY3qdLIs+BlAEbgCfjpuu5nWG8znkbPfub9C0C6QGJ+icdeKQ7V48fIbXP7kvQB+vdj3WvFBTMEXBT5yDcexwAMrfL74RhRZ9LoXM1xNBf5dCPHrUsrHFncsJnuqSPhUrCG7UG7yXinlShkGv44pqN0rLF+8ToGZ8AngmJTyx6u1l1L+TLHfajfIxa6lzhVbvXy4ptdZcZLkfszJobtYLmqflesxpuFugS+u0u6dQMFKFnV5XLNEUcUsdcni3xDwgBDirzBvMK8F3lC01h64VmO0sLBYOwODU8viVGUhzsigQS6vlayb1VgcM6tpxpoELbCiNbettYap6Ti9UTOKobmpuiswQCabx2ZT8HpctLZGOHXatNwKAQG/p5TReAGHw8bWza0Mj87hdNjo6TYNCZ3tddTXBUCCx2M+m4TDPnbu6ODEyaGSO/FiAb+wnWw0j7fWfKYKBj243Q7sdpWh4RnSmTxCmDHIS63bra1N/OSwKdbODnpoDhYwTpYNMXKgF1nfgAiGiIS8bN/Wzmytm7FDx9CyOeb7Vp5oMFew/KPYuT5CW9YXX/fjmsmQDzgwXPYVVzNx6Oiqm4me66MQWy4mz337B6uPb2GY+srWVbvXg6cuguqwo+cXWc2lZPr0eaZPly3Rit22uPoOQlGo27qBqRNnyUbjnP3W9wm2NeNvasAZWJ6MTKgq9Vs3rmnMFi8eilmO33OF3d9754dGPvZssiJLKa/IE66YXXUhM+vvv0DCukZW+HyxO0bp2VRKOS2E+Dxm3O0O4IAQYgz4QfHvgaXu1kVaKCcXOr7SYKSUWSHEaWDPGsa+FzNcDi7DTXjBciyE8GLGAfdgukvvwcwAvcBlG4heShSzHF/xdRb9tPtjVykr8rcwRe3NQoi6hTjn4vd3e7HNlYranuL/+GqWXinlwBWu/2XNCyr7sZQyLoR4J2ZKay+mK4olai0sXgyskAFwZu65q3CxSH9UMDw6VyEcxyeiK67DtOBKYvE0tVk/27e2E4uniYR9BPzLJ++HRmbo7ZtEVRU6Nrdht5dvox738on2cMjH3t3dzM4l8HrNON+jJ4bJ5crPcF6n2c+uqNR5zOcwm00tiXYp4ULvBPtv2oRhSOLxNDU1foJBL25XDLuap8Uzh0fkQVVhoQxTIY/t+CG2/OybqO3pBMwETHVbNtD3o0cvKWpFfQNi206MJx41MysD6fGpotVVgGFg89ipOT7FzL7WlTNUX8KVvJqgvVp03LoPVzBA12tuof/HB9Bzy8sDLWAUNPzNjSTGTONJy77dleWEpGT0qSOkZ+fxNzXQeuNu5vuHcfh9+NevI+6r4dxUhi5PnLpaqw7tS4itVGZfvRx8mO60By/V8DngnzETzjyBaY281uSklGspaL70x2QhFvZ9xWXNwC8U/wpCiAeBf5FSfm9Rn7pFr5en5q9krWL/pxa9XpOoKcZgfgQzKVRPlSaXm6TqpcwL5Tq7D9AwNdJPA/9R/PwOzLI7py8RS70aCzEv1ZNWWDwrXlCiFkBKOSeE+CamK/KN13o8FhYWa6Oro554PF2KqV0JIQRej7Oq2/DlEgh6QEIqncOmKqX4VSklqqqglyx4lZZRIarH7A6PzLJ7Vxe1Nf5ly8As09PbZz7/6LrBhb4J9kXWV22bSGToG5xCINA0nVQqS21tgE0bmrnx+nU8+YMnyCp2mJ+jvtFFTe06hBAkJ6dJRGOEuzrQFlkgNc1ASklzU7jC8vyOOyKceegA8sghkBLF58NIp3H6vWx68xup21LtOQpab9rDyMFnyMfLglJ1udj4pteZMbahMHR0mXV/PR5kMlF60hRCQeqmyM3oae577QxviK8tHMzRUE9+8vlJlyBsNlS7gwN/8y9ko9UTky0lOTlFzx2vJdjeTKizjfn+ISaPn8YoaNhcTkaeNBP0z13op+fO17LpLtOb7Jlj/SSK2b1PnxnhFTdtxFalvI/Fi5LqN4Tnr/9lI4S4A3hb8e2ngZ1VSo9Eys1LyajmpJRDz/0I107RdfgDQoi/xDR2vBnYjSlw7ZiZj98ghPj/pJS/tdDtMjZRPRX+chZE7ZG1xFMWS//8iMpEVPPAaUzr8ROYZWNeUOWfriEviOtMSjkvhHgI02v0Lsqi9tm6HsMLUHe9lHihHtyDmKK28xqPw8LCYo24XHau29nFEwfPVwhGm01B00xx1tQYZtMG8/f9yNF+YnFTBIRDXgDmo6llVVv8fhc+r6vC2urxOAn43TQ2hDh6fAAwBediNvU0k8rkcDnt6LrBxWLN1w3rmxBC4ex5M1RFVUTJNTif1+jrn2Tr5raq+yiEqHAfVpXyQ+JTR+M8fiROwKdy1+tqOHN2kEKhckwTk1FqIj7cWpb0Iw+VPh9KzVK7oZvJ46c58aVvg5T4Wxrpesubudg3iQS6u+qpVg8v4FeQg32lg2YkTct4eF1HhaDVdaOihJDD68EVcFWI2j2//G6cfi8oCsq+/aX4WeOGV5I5fBxvzHzWlbpOdKOXrzmf4EedQ9ysbecND9hAW8OzYTqNI+gjH0suHNTqWcOqZE2+XGxOB2e+9b0Vs5KpTid6rjIJldQNxp85Qcet+wAId7UTXtfB7LneZQmrsotiahfOcQBDSnTDwFYlJtniRcmzdSV47lwRVuaGRa8/d4m2DsrJqD6H6er7gkNKeRH4c+DPhRB1wOswRcddmOL2N4UQ3yrGui62vtaxOivHpxQRQtRTTvBzSVFTjL/9EqagzRfH/aUq2XQ7L7WulxEvpOvsW5ii9rVFt+MCpqUWnp2ojRb/R1ZrZHFlvFBF7Uzx//M+u2lhYXHlOBw2dmxtZ3h0DodDpakhzNjEHFPTcbweJ91d5WyzO7d3MDkVRVEUGuqDJbE4PDpbsoaCqUfWr2vEYbcxM5sgEHCzYX0TiqIUkymVCQTchIJewiEvkXClF1NjQwigZD3z+13k8xqqonDkWHnSfbWqMaqqsHljC739k9hUhY1FgT4fK/Dg41EA9GScx75xFl+jExEILluHlBK7x20mQ9INpM0BwVqy2QK9/ZOIdT3IgV4SoxP49CyvuGkTICvcnBfj9ThxhoLk5iu9maZPX0DL5lAcDk6eHmZ2LoHH42Tn1jaGH3qM6PkTaLMX+P/Zu+8wuarygePfd/psr9kkm94rSSAQqgGp0gRBpSuKCIiCYhf9oQJWQFCwIiIWFAUU6aGE3kmA9J5sstlsb7PTz++Pe3d2Zne212Tfz/Pss3PvnHPvmd25u/Pec857rASd1vI0vrwcPJkZTD9pOVtXv0M8GMQ7YzrFuV6ch02ipTKLmlVrAcjfHOQzRUdw7OJTWBI6gsDSfcRfezGlDXnTJuFwuajdsj0x7zXc2ITDlfRaejFk2eXzEotEE73E3ckcU0Tdts47nbw5WUw7/iPUbt/J7tfalkiPR1JHSDbt7diz7PL7GL90UWJ76pQxrFm3i3jcMGlCIV5P53OM1X5nDVb+j74MjWzC6plTfWAnWZoKjE1OEGXPc/wb8De7V/pR+6lTgGexlg6qxxp+3el8Wfv483vQlCNpGxb9clcFbYcCrX8gfmiM6Ww92/R3UEenkXSdPQz8Cmu48YlAEMgBthhjVvfjuOvs77kiMqmzUREichXWklBbgE8aY3S4cg+M1EnprWuF9GTuhVJqBMnPz+KgBZOYM6uUSDTK3op64nFDY1OQnWVtf5ed9hq3Y0vyEj2QIsKkCUWMG5uXKNfUFKRiXz3TppZw2NIZzJlVisPOtpubk5GYu+h2O5k1YxzTp5Z0CGjBCmaTh4NmZfooyM8iNzeDCaUFCOD3eZg2ZUyHuslKxuRy5LJZHLZ0BtlZfgJVNax72Ero6Y4FmL/3MTI2vwKxjr2WRYXZFBfl4svNYcEnzyJjxmyiH/o4e/Pn88Kr5QTzxuCYPQ/HokNwuN3483Nxu52dBrStP7Nll5xNxoTU4b+xUIgXbrqdbe9vorrGuoEdCIRY+9Y6dqx8lfryJgJjDofcXCTTh3/hOFx+aw5xoLIaU74baqvJDDXgFCvA9BcX4Mm3ft4mFsNZ0czsv1cSeG+d1ePqTV3maeIRS5l9xkkpiZzE5SSeFJRmjRuDw92zALBw1nRmnX5Cj8r6CvJY8pnzyCzpvJMmUFnN+ocfJ3fShJT9pYctSdkunteW/ClvykQOverTHHndFWSPL0nsLyrM5ugj5nDUEbOZPm0s6sBhJ3nqzbIvyf7cnyRRfWWMucEYI1190daDG0ra/+mhbms3fg1sBp6xe8zSWUHb3FQfgDEmCrTOsT1DRDrrGTuJnvWaLbW/G2BVD8pPT3rc1ZJMn0x6PFI7moaEneSpz9fZACWJAsAYs4e2+bln2l/Qv15agOeTHn+8i3KnY41WXagBbc+N1Atosv298zUglFIjXvtOuE4TCbWTlZkaHLnd6YdxiggL5k0kHI7icjkSwW5vzZw+jhnTxqYd3tud1ff9i0BFJeNyhRZXDu64PUQ1aVirwyEcfujMxPI/ACUHzWWfeyx1u63e5mjMgUNcOCWKs3gMB116Ht6crgerxOJxdu2qIhSOUnrkoWz6Z2r2/3gkwr7Va2DKLEwoSPy9d6kL2P/3fT5oCUB9PQZo3tlCMBimpayMxj1tPeXJGYONMcTbZbiORyKwLukGucNa5sfl91G5ZgNbV7yQUt60GyYuTmeHntHOVLy3lor3enYzPlhTx4ZHnqK5i6WEAKLBEJlFBcw89XiqNmwhf+pEJh2zLKXM7DNPomD6ZKKhMCUHzcPZyU0Gp9ORMsRbHVDuxFoepzd/JAxw1+A0Z9R4HLgca7mb7wNfTVPmHNo6ad5J2n8X1tIoWVjLAX3cGJP4AyQihcDtPWxH6+LT2zrJttxeVdLjU2jrSU6wE6NembTL08O2HMhG0nX2ENZasadhDSGH/ge1L2D11s4FviMijxhjUhaDF5EzaFv6p7upAyrJSA1qz8V6k+qQHaX2Y0WF2YwpzmFfZQPZWT4mTSjqUb3x4wpobg5R1xCgsCCr20yyHk///5T1JaAFCNbWATCx/l1wOBNLx8Q/WE3u+BIcWVlMnlicEtC28nlTg3Wxc5uMnVBM/rTxKc9FAi3sfuNdnF4PpYcuweFysnnLXvaUW0v6uN1OZpx2IjUbN1vDfe3huz4ToaAkl91PvQ2VFW2pNuNxqGn73GWqq1n/z/9Qsz513dpITR0BtwtXhp/msnKigc6We0y8CACiLcFO15Z1Z/qJNLcgTid5UyfTWFbe8TAOBxnFBTRXVKU5Qs/seWNVmvYJ4nJh7EDa6fXywT/+S+7E8Sz+1Cdwphk2LCKMWTCnz+1Q+79HfzFhzWnXll0H3NqLatc9+osJ/U4ClJTEqacqD6D1LR8BVmMN5b1ORGZj9ebtxOphPZ627Mg7gPtbKxpjXhKRPwKfxVqi5UURuRXYhbU80LexesMCQEY37Wjted3bZak2L2F1zBQDXxARD1aQVI81nPo84Ix2dUZ9yvS8K1rW1P3G3+vrLO+KlsFItvUQ8GPaMhbvAt7szwGNMUZEPo/VY5sPvC4iPwNWYq36chLwJbv4buDm/pxvtBlxQa2IXAosxApqVwxzc5RS/SAizJ87kXlzTK+CRodDEvNVR7pJxyxj2zPWymNTPrSMMQvnsu+DdWSVjGHs4q6nak2bnE04HKOhKcK4Ej8+TxYOh3QI4o0xvP37v9JUbvWg1u/cw4JPnpmy9m8kEqN46SKmHHMYFe+vZ9uzL+HNzmTq8iN476//Jt7YbmRWJAy+DKu3FsDh6BDQAnhzcojVNlD7/oae/UC66Yx3+X0c/LmLiAVDNOzey8ZHnkpbzpuX02lA6y/KJ9oSQkTImTiesYvm4fL72fveWva+836XE6Nl+Qk4MjKJ792D2bmdWNU+WkIhWqpryCguYNrxxxCPxWmpqcWbk4XL23GZJjU6PfqLCbeddm0ZwC103ZNksALa2wbo1F0NX03nduDaATr3sDLGxETkHKzPg1OwhmWenqboTuBUY0z7tPpXYgWs5wNHAA+0e/5PWIHnad00pXV+R096aTHGtIjIZ7F69txYvc2Xpyl6K3AsVjZnvXMG5F3Rclvdb/zQw+ss74qWgbrOUg9uzEZ7DeN59q4HTU+Hm3V93BdF5BNYN2fygJvSFNsJnGaMqevv+UaTERPUiogb+DLW8BKAFrTbXakDQl97QfcH009cTslB88AYssZaN3RzSns2p9LpFObP6TbxJtFgKBHQAon1ZUuKc2lstHpOs7P9+H3W6LWShXMoWWh9Ptry9ErC7QLaghlTqd2+C9Ma0AJEo3hysgg3pJat3byN6accR0Oa3tT2XH4fTp+XUG36z31Fc2dy0EXn4HA6iQSDvPPHv3d6rHBzAF9eLsG61GO5Mvws+fR5ZBRZ0+AiLUFev/33iSV7PNlZHV5vQk4ujgxrWp5j7HiM20O8qi0JVCQQJBaJ8u7df6Nu+y7cGX4O/tyFZI8rSX88NerYge1TWL2Dl5Ca1KYJ+DNw10D00CqLMWaLiByEFaB+FGvoZjZWgLkBeBD4jTGmOU3diIhciJWJ+ItYPbTZwHrgt8aY34nI/3rQjNa5ID0Kau1zPyIiy4CvA8uxgucQVg/cq8Bdxpg3ROQnWEHtkSIy3p7POarZgW2319kg9dAme4i2oLa/Q48TjDH/FpHXsdYwPgVr2qUAm7Dez7drQNt7MgA3HRCR7/WlGtb8gQKsoRjLsIZeCPbdF2PML/rduHQnFikrLS0tLSsrG4zDK6XUgHvjznto2GV91hl/6GLmnWN1LNTVNxMORyksyE47n3Pb86+w5YnnwOPC4fcz8/ijqXxvHTWbtyfKeHOzmXT0MrLGjmHPm6toqalNCWILZ0+nbvsuYqGu1yC2jpVDqL7zNWGdXi+Fc6azb3X3s0vcWdY6xJHmQMr+aScuZ9rxRwOwdcWLHebttufy+4i2BMHpwnXciRiP1fua0ViNc9d26rbvwpeXyyGXX0TT3n2s/nNbZ874pYuYd266jiE13CZMmMDu3bt3G2MmdF964J12bVkW1gfebKzlRNYOR1IopQ5kdb/xd7jOBjIplDpwDFRP7Q30bqHrdJK7cn46WAGtUkrtjw6+7ALK334Pp9fLuCULEvvzcq2ex/pdewhU1VA4cyqeLGtfLBKl7NW3EZ8XEwwRDzey490PyM5NGt4swqFXfortK19j06MrQIRZp59AoLqGaIuV7Kpw5jRaausI7Os+CWN3y+3EQqEeBbQAkaZA2v27XnmTSUcdyt7Va9j3wbq0ZZLlTZnI+KWLiIXD5Mycwb599bgdUDp5HphjCDc14c7MwOF0Em5K7ezxZHeWcFWNdnYA+0a3BZVSfWYHsHqdqW4N5PDj/o4vjALPAT82xjw3AO1RSqkDhsvrZeKRh6Z9ruK9dbz/9wfBgC8/l2Vf/CzuDD+hhkZC9Q04MjMSdx2D23aRe/Jya0OEKccegdPrpezVt6x9xrDtmZcSAS0i5E6eQLipme37Xul4chGK588isK+aeDRKS01dr1+bJy+HcF3nvbvtRZoDbPjf05S/1fVygeJ0kmFnNs4sLgSgcu1GqKgkf/5sa1i8kJJlOndSKbPPPInyd94na+wYph53dK9fj1JKKaWG1kAFtd/vvkgHUazFjCuBbcC7xhgdTqCUUr1U8f66xFiZYG09DWV7KJw1HV9eLtnjSwggYA/hdWZnUrvFXu/dGPa+u4amvZWIw4GJW7mRIy1JuVaMoam8ghmnHEd26Ti2Pr2S5n1tCZwyiguZ/4mPsvnxZyh79e1et93l83YZ0LYG4+3vmsajUWtt3C6m0Mz/xBmMXdSWrGvP2++x9oFHANj+/Ksc8eXP4cvL7VBv4pGHdnoDQSmllFIjz4AEtcaYvgS1qgeMMRhj+rz+plJqZNpTXktdXTP5+ZmMG9t9sqiu5JSOZd/71jBch9tNRrG1dJLD6eCQyy/m/dc/oDF/OxKP4Z87h7qH2/KiBOvqOyRjwphEkOvy+cifPgWwElCVvfpWIqh1+bwsufSTvHjz7cSCodRjZGRCoEPelg6i7eu1k24IUOGM6Yybv5DGXeUEqms6r9suQVntlu2Jx7FQiIay8rRBrVJKKaX2LyMm+7HqqCHYwPqKDcTiMUrzSpmUP3G4m6SUGgCVVQ1s2GQlfaqorOeGP33AQ6/s46KTpnDr1Yf0+niTP3QEDrebQGU14w5eiD+/LVBz+bwsWX4IlVUziURijCnOoTwaYtuzLxMLR4iFOyZ/crhdLPnMBbRU15A/bTL+gjwaysrZ8vRK6nbsSpSLBkPsefv9jgGtw2EFtK1p/xKNcUE02uVrySguJFDZ+dzdkvnzmLr8GNY98miXAa3L56Wlrh5j2paTKpgxlfJ33k88nzNh/1g2SimllFJd06B2BNtZs5NY3Eq6srtuNyXZY/C6dM1EpfZ3zYHUILChMUh1Q4jb/7WB044o5fhDerYkUCtxCJOO6nq4bPLat63Da1+97Xc0V1R2KBuPRIk0NzN+6SKqN23jjbv+RKQpfa/rnjfSLKFpD2PGgNPnTQS9Lq+H+LKjib/2EsTs4DY3zwqC62qZeNShFM+dycb/rUhZwijxOp1OHG7r31a6YDxZNBhi82PPUr9jN8VzZzLu4IMYd/BC3Bl+mioqKZ43C19eDk+8vocv/+ptvG4nv/3qYSybV9TlcZVSSik18mhQO4I5xNHltlJq/1RclMOusiqi0TihqOHldW3Df0ORrrMHDyR/fm7aoBYRfPl5AKx/6LFOA1ryCgjV13Z5DofTSesrijYHWDhzLFv3TaF502Zk4mQcC5cA4Ak0UPXBKna9lD7JpSszg5kf+TDbnn0JX24exXPn0FxZlZgH3Cp3Uin1O3cntivXbKByzQYayyuYfcZJFM2ZQdGcGQDE44bzf/AyDc0RAC790WusvU+X71FKKaX2NxrUjmBTC6eyqXIzkViEifkTcDvdw90kpdQAyMzwctghM2hsCtIYjJOTvZ09tWE+cdxkTjls6IbEzj7zZGLhCKHGJqYcewSByhqa9u5j7OIFNOzazao//YNIoOOyOtkTxtHkyoCsbExd2xBgT1YW8UiEjDFFmHicjKJ84pGolXHYVrdpC/Fqa06uqdpH7MVnYWwpLZs3gIl3OFereCjMun9Zc4G3rWxblzZ/xhTqd5SRPX4sM045Fn9hAW/88o+EG1PzDiavy5s4ZtzQEmq7idDUEunmJ6aUUkqpkUiD2hHM7/FzUOnC4W6GUmoQeL1uvF43RcAH955OJBrH7Rra0Rj+gjwOufyiDvuD9Q289ONfdlh93JXhJ9oSJLCvGu/iyYQ9fozDkRhuPOWYoyiYOgVfUTauDGuqROW6TSlB7Z43VzPluCPZ8uTz0NICtEBj18v5iNNhZTtOY8ryIyicOS1l3+HXXEbNlh1sefK5xBJDBdMnd6jrcjm45aolXPurd3A7hVv6MJ9ZKaWUUsNPg1qllBoBhiKgDTY1ISJ4MzO7LBePxjoEtADRQAtgzWd1bN6AHL4cx7Kjkep9zDl4LoVTp+DwunD5PIk6xXNnMu6Qgyh/+71E3ZrN23G4XJ0Gqg63m+J5M2koK8ft9zH33NN5/y//JlCVmhgqo7iQ3EmlHep7sjIZu2geBTOmsOet1bgz/Iw/ZFHac33hY7O59NTpOB2C1+Ps8ueilFJKqZFJg1qllBoFKjZtoWZnGQDF06dQNKVjz2WrjMJ8phx7JNtXvoKIYOIdI1x/hp8JM8cRDBYxduxhZPg7T2I37YQPUf7Oe4lA2eFyMuv0E9jw3yetZWbbrTUbj0SoWL2WkkXzWXj+WQAc/LkL2fni6zg9HgrnTCfc2EzB9Mm4vJ2f15OZwZTlR3T6fOL1+vRfoVJKKbU/0//kSil1gDPGJAJagOodZV0GtQAzTjmOaSccQyQY4t0//JWmvXZCKRGySoqZ8JETEREmlBbi8Vj/SraueIFdr7yFvzCfgy78WGINWH9+LjNPPYHtz72MJzuLWaedQOaYItyZGTRVVLJj5avEIx17bSvXbkg89uXmMOv0E/v7o1BKKaXUAUiDWqWUOsCJCG6fl4i9tI7b7+tRPYfLhTfLxdIrP822Z18iEmhh8jHLaDQu1m3YDdTjEsOsQg8ZeTlsXfEiAJFAC5uffJ7pJx1L874qcieOZ/Ixy5h8zLLEsbc+8xJbn17Z5flzJ03o2wtWSiml1KiiQa1SSo0CExctZN+WbYgIY9olVurO3lUfUL+jjMySYnz5uWzdWJ54LmqE9x99jvHTJqbUadq7j1dv/S3xSARffi6HfeFSPFltc3mr1m2kK1OPP4bJxxzWq3YqpZRSanTSoHaEi8VjxOIxPC5P94WVUqoT3qxMJi5a0Ot69bv2sP6hxwGo274LT2YGOXPmUVXdCICJRCASpaFsD/6CvES24aa9lYm5ssHaeqo3bWXckrZs7jkTS2kos4NjkZR5tUVzZzL9xA/15WUqpZRSahTSoHYEa2hpYH3FBmImRnFWMTOKpw93k5RSo0yoobHD9rSJRTgENr+1BvIKcB59LAQb8WxenwhqU5I/iZBRVJhynFmnn4C/II9wUzPFc2ey5+33CNbWUzR3JhOWHTy4L0oppZRSBxQNakewsroyYiYGQGVTJeNzx5HhyRjmVimlRpPCWdPImTiehl17cPl9TDjiEESEiROLKS8fT3MwAkCLL5uZRy2jYfd/MLEYJQfNI3t8CY179jJmwVxyJ45POa7D6UyZY5s3JXX4slJKKaVUT2lQO4I5Ha5227qGolKjWc3m7VSu20jOhPGMW9L7ocR94XS7Wfr5SwhUVePNycad4U885/V7E0GtwyGUzJtF8Te+QKQlSOaYIkRkSNqolFJKqdFNg9oRbErhFGImRjgapjR3PF5X5+sxKqUObI179vL6L+4mXBfAP9ZaKmeoAluHy0nW2DEd9s+eOY4Nm8qJRKJMmTwGt9sJ7my8OdlD0i6llFJKKQDHcDdAdc7r8jBv7FwWT1hEcXbxcDdHKTWMNj74LBv++DxbH3idrQ+8Tu3WncPdJHw+D4sWTmbpwdMpKtRAVqmBIiLPi4jp41deu2Od08N6VT1s26Ei8jMReUVEqkQkLCJ1IrJBRP4qIueLyKBmt0xq828G6fh+EZnSi/IiIi/YbTq8j+ecJiIB+xjn9eUYqn9ExCEiZ4nIPSKyXkRqRSQkIuUi8pSIXCMihd0c44ZurrOYiDSLyE4ReVJErhWRrF608XAR+aWIvCsi9SISEZFK+/33HREp6f9PYv+kQe0IFIlFaAw1EYvHhrspSqkRYufT72BiVvKllr31ENE/30qpHlk0EAcRkVki8gzwBvBV4AigEHADucAs4ALgb8A6ETl1IM471ETkROAD4NheVLsaOKafp/414O+2lBoUInIU8A7wEPBpYDaQB3iAscCJwC+AbSLyNRHp6z9hB5ABTAROAm4DNorI4m7aN01EngZexXq/LQZysEbdFmG9/24ENovIFX1s235Nhx+PMM3hAGvK1xCLx/C7fSwYtwCXM/2vqbq5mnA0TFFWEW6ne4hbqtToEdn1NNGyZ3CNOxr3lNOHpQ0Fsyez/YnXAHC4XZQuO2hY2qGUGnJLelm+sd126x+Ll4AvdlEv2tkTInIC8DDQutj0BuABrAC3EisYmwV8DOuD+jTgvyJysTHm771s/7ARkYnAU72sczZWsNOf816E9XNTw0BELgDuwQpgAVZivb/XAU3ABKzfz0VANvBT4GgR+YQxJtTFoT8HvJVmvwcosY/3CWAc8JSIzDbG1KZp35HAo1hBNsCLwD+wbr4EgPHAKcClQBbwaxEpMcZ8vyev/0ChQe0Is69xX6KHtiUSpLalluKsjkOPy2rL2FVXBsDehgoOKo0M3gAAAHPdSURBVD2IYDRILB4j25ulCVqUGiDR8pdpfuwsMHFCq28n89SHcU86ecjbcdT3LwcDdVvKWPjZM8mdOr77Skqp/Z4xZlU/D9Ea1L7al2OJyALgP1i9S2Hgy8BvjTHth5M9B/xWRI4H/oX1Afz3IvKSMWZXH9s+1HqVkVNErgTuoB8jH0WkALi1r/VV/9jv1/uwfofVwMXGmMfbFXsDeFBEvo/Vk7sMOBO4Gysw7czmbq65R0RkD3AtUAx8HfhWu/ZNBf6HdT1FgEuMMfenOdZ/RORXwJNAKfB/IvJGmtdywNLxayNM+2RQXmfbdiAcoLKxkmAkSF1LXWJ/MBqkrHYX7+1+jzXla9hUuXmomqvUAS+67y0w8bbtijeHpR0uv5flP/siH33wJ0w77ahhaYNSav8iItnAFHtzdR/qC1YPVgZggHOMMXelCWgTjDHPAOfam5nA93p73pFORIpF5M/AXVgdRPFuqnTlFqyApnog2qZ6TkTygb9gxUN1wJFdBYHGmHLgeKyeUoALReTczsr30PdoG13xyTTP/wbIx7r+LugkoG1t3xqsa88AAtwqo6iXS4PaEWZczljG544n15fLtMKp5PhzAGgMNvLenvfZXLWF1WXv4XX7EnU8Tg/VzTWJ7ermaiKxyJC3XakDkXviCeCy14d2eIall1YppfpoIdaHW+hDUAucBSy1H//WGPO/nlSyA9vW4ODcwU4cNZTsoaAbgYvtXe8A3+njsY7Dmr8Z7usxVL9cgTVfFuBqY8zG7ioYY5qBy7B+ZwA39ydwNMY0Aq/bm1NFJKP1ORE5grZh6f8xxvyrB8d7Das3GWAOvZsbvl/T4cfDyBjD1upt1AXqyPHlML14Gg5xMDF/AtFYNGWebG2gFmOsJDFx4lQ1VVGSXYLb6WZMdjFbq7YRarGG9bvERX1LPVneLHxJwa9SqvecBfPJPucVouUv4yo5DGfh0Cyjo5Qa2W6+a2cWMB9rjl0jsObbV01qGt5WddA69DgMrO9D/c/b3+PATb2s+3usgPoRrM+b4fYFROQQ4DPAh7CGTGYD9cAmrDmEvzLG1PX0hCJyA/B/wBpjzAIRWYiV1OrDtPWGPgf8vP2wUBEx7Q53j4jcA+wwxkxJ2j8LayhoDGvY8PVYCbJ6RUS8WL1wAD/Gmqes2slbtbLDdVa3eHm/rzM7EL3K3twFdNoD2p4xZqP93vg8MBM4Dni2H83Zl/Q4F2ueLFjXRquf9uJ4dwB7gOeBd/vRrv2KBrXDIBqPsq16O43BRkJRKxCtaq4iy5tFfkYeH5SvIRKL4BAH04qmUpxVTMx0HNlS0VjBxPyJeF1eZhRPZ2fNLuqD9YSiITZVbsYhDuaPm0eWt+tM4ZFYFJfDmZiHa4whtK0cZ3YG7uK8AX/9Su1vnPmzcebPHu5mKKVGgJvv2jkf+AJWT13yP9imm+/aeR9w57evmrRmWBrXUWtQuxY4RES+iNVzMwaowkqIc6sxpsO8ChHJxPqwDvCWMaasNyc2xjxEW49R+2MLVnKlL6V5utD+Ohy4XESWG2O29ebc9jnOA/4EJM/rGg9cCJwnIhcaY/7R2+NiBfj/Aa43xnxgn6sPh+F6rAB5E3AzVjZpZctbtbLT6yxv1cr7gDvrFi/vz3U2BysBFMBDXQ2p78SDtN30OYP+BbWtC8EbIDlRVOvQsFrgtZ4ezBizEuvaHlV0+PEw2Fmzi6qmqkRA26ohWM/6ig2JocNxE2dz5RbWV2xgb8PetMcqry8HwO10U5CZn3LMuIlTYw9LjsajbK7czAfla6hutqZtxOIxPtizhrd2vsXq3asJR8MYYyj74T1s/sxNbDz/e9Q/9/aAv36llFJqf3TzXTu/DLwPXEnqB23s7SuB9+1yI0FrUDsDaymQC7F6RN1YGVfPA14XkW+nqXsobdlge5URuAe+QltA+xJwCXA0cALWciVb7OcmAj/rw/FLsQLaFuC7WMudHA/8wX7eCfxGRHKT6iwBTkva/j97X/ulif5ijDmrNaDtCxGZh5UUCOCqbjLojjp5q1b26Dqzy/XVkUmP02Uo7s7zQOvv7bC+NsJ+D7be0HjPGBO09+djvf8BXjOtwzVVp7Sndhg0hzqOmnCKk5pAhyzegDX0GMAYaH8zMDmxVDjNPNoMjzU0f0fNTiqbrHXVm4JNZE7IpCHYQGPImpveEgmyt7GCkoCP+metQNZEY1T94xlyjzukl69QKaWUOrDYgWpPstQKcOvNd+3k21dNuq2/5+1u/cp2thlj6pO2F9rfs7CGWP4CeBOrU+PDWFlXc4CbRKTaGPPbpLqzkh5vYYCIiAtoDaJfAI43xiQvJ/SMiPwRa7mSacBpIuJqV6Y7eVjDmJe1myf5rIg0YmVwzgNOB/4KVpZpEalLKrszXeZaY9IMnesFu5f6d1g3DP5qjFnRn+MdaOxAtcfXWd6qldQtXt6X62xS0uNev7+NMWER2YcVeE7vw/mx17r9BW1LZd2b9PTkpMf7S/bwYaVB7SAyxlDRWEEgHKAws5Bcfy7VzTUE2/XQZnuzE8Fle1neLCrrAjTUeWioc4OBmfOssg5xMLN4RqJsU3WceNiBwxPHxGFczniKsooACEfbprIYTGJ4czKnOHHlZCI+DyZoldfhx0oppUY7e8jxLb2sdsvNd+18agCGIvdmTtzZWOvJIiJTsAJWsJYkOaXdGpgrReRvWD2lRViZUv9tjKmyny9IKps85y+FiPiB7uZn7DXGtA45mwXsxVrb9qfpglVjTIuI/Bcr6PZhDUeu6OYc7f2qk8Q/92AFtQDDkSTh88BRWENKvzIM5x+x7CHHvb7O8latfKoPQ5GT39/1nZbqWmtQm9fJ8zPa3SgBKxjPxnrvfRprRARYc95/k1QuuYdaM2P3gAa1g2hvYwXbq7cDsK+xkvnj5rOpchPtRxA0h5vJ9eVSH2y7phziYHrRNDxOD40ta/GPC1IyLsjmdTk01rvJzgkj4QjrN7wD2X6yMrIJtXiJhVyIK4yJOvAlbvzAuNxx1AUa2L4lg0jQR1PdNrLyAmR6MonGI2R5sxmXMxaHw8HkGz9P5V+fxJWfzbgvfnxIflZKKaXUCPYF2rII91RrIpovDHxzemQnVg/SdOCDdgEtAMaYDSLyFeDPWMv2XErbcN/kO99dvfbZdB94fx+4wT7nWmB+DzLGJs+78nZaqnPPdLI/eX5u10lHBpiIjMNKCgXwTWNMpzcLRqmhvM78SY/7Ovy7dYhkZ23+fQ+PsxY43RjTkrQveY7vAZM9fDBpUDuImkPNiccGkzagBatHd0z2GHL9OYnHbqcbEaGmuYbkDtXM7AjOHVVwUC4xj5OYB/LL6qkqDePwOXH7rGtAPHHqYpWMo5BYPEY4GibcnIXTGaNsr5M9u3NY9qEQ0Myi0kVkeNqu7aylc8haOmfQfi5KKaXU/sLOcnxxtwXTu+Tmu3Z+oz9ZkY0xfcpCZA+T3Wp/deV+4LdYH/KPpS2obUgqM4YBljxHUERKsOb9zsIaMn0EbT1Y0LccMDs72d+c9HioPwffgZXd9lV6HvCMCnaW4z5fZ3mrVn6jl1mRk9/fuZ2W6lq+/b03Pb0GK4tzJfA28F/gn8aY9nMIa5IeF/axfaOKBrWDKM+fR2VTZWK7fWKoVq0Bb4Yng0A4wL6mSuaWzMHv8ZPty8bt8BCJh4nHwf36VsasWEnTbeeAz1ryRwCJGWKOaEoGPhEhbuKsKV9Lc7gZTxZMzIKsnAir3iiiJeDE5491mKerlFJKqYT59L1HLwuYhzX8d0QyxkREZAOwmNR5hpuTHo/vov4q0vRUiUgR1gf3tETkMOA64ETagoNk/Zq7SmrwmmCMMUmflYbsE5CInA6cC0SBz2vinw6G+jpLnkc7GSvA7DF7bnjr9bK5k2LHGWOe781xk2zHugYcdHH9qTYa1A6iquaq7gslCYStZalC0RA7anYyuXASXqcXj8uN/PkVXB+Uk7u7DgBHc5i4z40jEscVjGOcgjFxxuWMo6KhAo/Lw6T8iTSHmmkOp/5dz8qOkJUdIy8/zsT8ifjd/vZNUUoppZQle5jrD4XWdTHdSfveou1D9Qn0fp3aTonINcBttAWVBmtY8DrgHazlSA7DWupmv2fPO77T3nwYcKZJADYj6fHk1ufTJas6QA31dfZq0uMjsJbo6Y1FtA1h7rAkVn8ZY0Ii8h7WzaYjepMsTUScWPNzXwBWGGPKB7p9I5EGtYOoJdLSfaFO1LbUUltWi9flJRQN4ZpUgONpa930yJHTiOdnkFEXxhk2VE22rikRoTRvPFMKJid6bMPRMA5xEE9K1pftKeDzn5yM1zO1H69OKaWUGhXSZ3Icuvp9IiJzgblYQ4d/3806nMX298TdeGNMlYi8hrX0yTEiUpSURKo/7VqKld1WsJLjXI/1wbu+Xblj+nuuEaSEtl69c+2vrvyYtrm3o2U83VBfZ+9iZRWeCHxSRL7VywzbFyU9/l8vz91TT2IFtdlYN3le6WG9I4DL7K+/YS3ldcDToHYQFWUWUVbXq7XKARAEgzUqpXXIcvTIaTQdNgUiMfBbN1IDeZ4O9bZX72BKwWRi8RjReJTKpqpEUOt1eplUMImiLB2ar5RSSvXQGqCJvg2NbMJKAjMcLqMtu+7LWOt+diAixbT1ErYfgvkbrKDWCdwIXDEA7foMVu9vDCsj845Oyk3sZL86MA3pdWYPQ/8N1giEiVjvy9/1pK6IjMdKqgbWMObBWpbpr8A37MdX0vOgNvk6/deAtmgE68vEe9VDwX701KblciQC2s5UN1fzbtkqVu1ezQfla6horCAat248hWIhAuG0U0yUUkoplYad5Om+Plb/c3+SRPXTi0mPz+uiXHLG2X+3e+5vwCr78edF5GO9OP/yTva3rulZ21lAKyLZwKlJu4aqE2ZQ5rkaY7YbY6SrL+C4pCrnJ+0fFewkT32+znqZJKrVHUDr0NxbRGRhV4UBRMSL1c7W5FLXD9b8aGPM+8Dj9uaFInJiD9q3HLjA3tyElYhqVNCgdhD19R1uelhTEMbnjqcosyhlf9zE02ZZBgjH2idXU0oppVQ37qT3/9YNcNcgtKWnHgdah4tdIyKL2hewPwB/09582RjzQvLz9pDlC2kb2vmAiHxfRDq9wy4iY0Xk18ADyYdKetw6hLlIRA5JU9+PtZbs2KTdQ7WkSXJGz8xOS6nBMqTXmTGmCWsYcQyrh3iliHyks/IiUgo8BnzY3vWAMeb+vpy7F67BmvMuwL9F5Kwu2rcceMgua4Cru5l2cEDR4ceDaFzuOKqbO66X7MBBvN9J/ay1bPfU70n7XLrl35xGKMmwAuBIJMp7a3bS2BhkTHEOc2eXpq2jlFJKjXbfvmrSmpvv2nkd1lzQnrru21dNWtPfc6dJKNSdSmPMbjvRzNVYH3IzgRdF5GdY67d6gdOBq7ECxlqs4codGGPWishJwCNAEfA94CoR+RvwGtbSOR5gqn3MjwC+pEP8AfhF0vaDtPUkPSoiP8Ia9uwBDgY+T2rSJICcXv4M+qoaK8BxApeJyGogYox5fYjOP6rVLV6+Jm/Vyl5fZ3WLl/f5OjPGPCsi5wN/wcrC/ZiIPIt1U2Y9EARKgZOw3retw6MfBz7V1/P2on2bROQCrGHE2cBDIrIS+DvWlIIY1uiHjwFn09Zh+U1jzFOD3b6RRIPaQRKMBFlbnn54v9vl7nR5n57I9mbTEmlJDCvO2vcqzmAF9RPPJHlRW5fDzZySWQTWbiFYUYUrEie0ax3Zyw9nZ1k1DQ3W8OiKffUUF+VQXDRU/zOUUkqp/cu3r5p028137QS4ha6T9xisgPa2ATr1u70sfztwLYAx5j8icjlWD1g28AP7K9ke4BxjzPrODmiMeU1EFmC99vOxgtsv2V+deRK4yRjzYrv9D2J9ID8fK4HSL9LUrcSaw3u7vT0HK4AeVPbyRk9hBeaLsYZwR0Uk0xgTHuzzK6hbvPy2vFUroYfXWd3i5f2+zowxD4jIFqy1gw/G6on9cCfFG7Hm4f58qHpB7ev4RKwRDFOwhvZ3Nry/HviiMaavQ7n3Wzr8eJDsa6pMyTicrD8BLUB+Rl7i2JmVbzDx3W/jigZSAlqAaDxCeUM5Zl89nlAcRxwitQ3Eo71J7qaUUkopsAJbYCHWcMf2c/ia7P0LBzCg7TdjzB+w2vwbrPU0g0ADVrD8XWC+MabbgNEYU2GMuQiYCXwHq8e3HAhjDY/cDjyNNZx5njHmlDQBLfb8wwuxeoZfwQoSokANVuD6Paw1R39F23zHj/fhpffVxVhzJquwhiPvBiYM4flHPTtQ7fY6G4iAtpUx5h1gKXAa1u9/I9b7OgLsxbpJ8yVgsjHmJ0M9rNde73YO1vvzX1gJqgJY104V8DzwNWDaaAxoAWQ0rv0sImWlpaWlZWW9z0zcE9F4lKrGKrbVbO/3sTxOD9FYNGW4cqYnk7iJ0RIJUrT5TxRvuZfGMUdRtuRGAIwxKUOJxwQ8ZGyyprC483MpWr4sMfy4qTFIsQ4/VkoptZ+ZMGECu3fv3m2MGZaA4+a7dmZhBV/ZWIHZ2mFMCqXUASlv1coO11kfk0KpA5wGtQMobuK8vfOdxLDgvs6dTV7Spzu+urVMfuNaHCZC/dgPUzHnKmLe1CV7xueMo7jRSTwaI2NyKQ63jjpXSim1fxvuoFYppdTIodHNANpRvTMR0AK9Cmgd4kBEiMVjPQ5oAYJ589h++F3469cSyF3QIaAFaAg24iscQ31LPZ7G3UzMm4DT4ezxOZRSSimllFJqpNKgdgDF0gyv9zg9hGPd5xaIm3if1wAK5cwglDODOfmT2LznLaL+MdYTJg7ioCncRFNV20iNeDzGtKJp6V9DLI7TqVOtlVJKKaWUUvsHjV4G0JTCyUi7RG3OnTVDdv6dTVVkZJeSE64iJ7inQ+KoVi2Rlg77YrE4F/zgZbwn3M+Szz7GnqrAYDdXqRFp5aoK5l38P+Zc9AjPvL13uJujlFJKKaW6oUHtAHI5XCydfAiTmjLx/OV1/Dc/QSjYMYAcLIFIgIZohAZPEQ2+CbicGYnnPK62dcvHZI/pUPex1/fwj2d3YAy8t6WOn/193ZC0WamR5uIbX2HDrgY2lTVy4Q9fHu7mKKWUUkqpbujw4wHmcrjIrAjifWYjAOGG4LC0w+POxuX0Eo1ZPa7Z3mzGFBXjcXrI8GR0KO9qN+TY7dL7HWp0CoTaphEEgkOasV8ppZRSSvWBRi6DIPvIhfhmTQQg4x+rcHS5dvTAc4oTjyuTULg+sa+6uRqvy5s2oAU45bBxXPHRmeRluTl28Ri+ccG8oWquUiPK7V86BI/bgdvl4PZrDhnu5iillFJKqW7okj6DJB6JEt5TxW5PI/uC1b2ub+KAQLqlY30uH8Foag9wljeLPF8uTqeTwsxCalqC7KzeQty0JamaWzKHvIy8Xrelvbc31HDzXz4gP9vDjy5fTHGer9/HVGokCUdiGANej2YJV2qk0iV9lFJKtdLhx4PE4XZRlRNjX13vAlpjIFLph7iHnHEZOL2GYLiWWDyUKJMuy/LE/Ank+fMS2+OyvVTUu2iJtAW1gUiAPPI61O2NYCjGR772HNUNVnsqaoI88uNj+3VMpUYaj1uDWaWUUkqp/YUGtYOkJdzCrrpdva4XD7iIh1zkT87Ck+EGINM5hobmtmNFYpGUOmOyxlAXqGPd3vU4xMHM4hm4nG5CkdTeXLfTQ3/VNYUTAS3A1j1NXZRWSimllFJKqcGlc2oHSXO4uW8V7d+IIylRk4gTupiXu69pH+UN1tIjcRNnU+VmNlRsIE48UcbjdJOfNPS4MdjI9uodVDZV9qp5Ywv9fPy4SXa74Atnz+pVfaWUUkoppZQaSNpTO0iyfTk4xEHcxLss58CREnw6/eDO99FSGyRrTAYiQkuwHkid+xwKOfB6U48t4sAhbmLxMHETbTuHOFhYuhCXw/p1t4RbWLN3La3zqePGUJJmmZ/O/O27R3HNubPJzfQwb0puj+sppZRSSiml1EDToHaQeF0eFpcuYkvVFprDAbwuDz6Xn3AsTGOoMVHO6XASjycHp1H8xW5c9lDhULiRUKQGScoYFQoKXl+c1hxfIuBwuMnyj7V6dU2ccLiKloi1nM+Uwil4koYeN4ebSU4Q1hRsoiR7DMYYovE4TofgkM478R0O4Yj5xf358SillFJKKaXUgNCgdhB53V7mjUtdGqc5HOCDPR8QN3EEIRKPdKjX3LIHnycPYwyhSH1KQBtsduDLtILg5MzIHleWPUwZEAdRYwWlgpDnT+1Nzfbl4HK4iMat3tz8zHyMMZQ11NEYDuEQYVJuPhnu/s/BVaozTeEQLZEIWR4vfrd7uJujlFJKKaX2UxrUjlDRaFMi6GxqiPH+Gy34fR4+fe4y3tn9Hg5nagbk5OHGAHE7WDYYovEoXryJ57wuDweVLqSupZ4Mt59sXzaBSJjGcMg+lqE60ExGrga1anA0hUPsrK8FoCrQxNT8QnwuDWyVUkoppVTvaVA7xCobKxPzbA0m0WPafm5tXkYeOd5syusr2FlRR8EYF5NneFi19128HjeRWFtQ63a6mVU0iWBMaIlGcEmcxmYrqC3MLCTDndGhHV6XN2UerbPdcGOnQ3OIqYFnjKE2GKAu2JaZ2wCBSESDWqWUUkop1Sca1A4xn9ubsj1rzEyyfdk4xEFFwz72NVaQ4c1kauEUHOIgGo/RMjOQUicSi+B3+2mJtCAIkwsmk+3LJjupzJisXKKxKD63r0ft8rpcjMvKoaYlgMfpZExmdveVlOqlfc2NVLekvp8FyEgafhx852dEdz+La/xyfId8c4hbqJRSSiml9jca1A6xkuwSIrEoTaEmCjLyyU2a71qSM4aSnNQsxF5X+iHAOb5s5o2di4gDt7Pjr9HlcCWyHfdUvj+DfH/HXl2lBkogkjqHPN+XQZ7Pn+ilDW/+F8E3vgdAdPfzOLIn45l1/pC3UymllFJK7T80qB1iIsLE/Ak9Ll+UVUQoGqK+pQGDoSXSgt/tZ0L+hJSMxkqNBHETpyUSxeN04nY6Ozyf6fHSErUCW5fDQUlWNo6kjGdVjgIaTn0Nd8NG8l//IvGmsiFru1JKKaWU2j/pxMn9QGleKfPGzWX+uHksnXQI88fN04BWjTixeJyttdXsqK9hS20VgUi4Q5lwrC2hWTQeJ5a0nFVzOERd9jzi/hJCJcfQeNC38Mz85JC0XSmlRhIReV5ETB+/8tod65we1qvqQzsiItIoIhtF5B8i8klJXrJhlBDLC/bP5PDhbo/qGxFxiMhZInKPiKwXkVoRCYlIuYg8JSLXiEhhN8fYbr8Pnmi3/9NJ183h7Z47Num5GwbhpY0KGtQqpQZEUzhE2E5gFjeGumBLyvPxeJzG5tR9MdMW1MZNylO4Z12II3vS4DRWKaVGj0WDeGwXkAXMBD4B3A+8JCL5g3jOkehq4JjhboTqOxE5CngHeAj4NDAbyAM8wFjgROAXwDYR+ZqIaAw1wujwY6XUgPC0m9vtaTf8eGdZNTWVjeRNyEYcgk9ceJPqZHk8ZHu8NIZDuB1OirLyhqLZSik10i3pZfnGdtsH2d9fAr7YRb1oF8911g4BfMBU4CvAIcCRwD+xgoADnoicjRXsqP2UiFwA3IMVwAKsBB4A1gFNwATgJOAiIBv4KXC0iHzCGBMa+hardDSoVUoNCK/LhVMcid7XeLuu13AoQrg5QuXmWhxOB7OmjSV5lJqIMDE3n7gxKfNslVJqNDPGrOrnIVqD2lf7c6xu6r4qIv/GCgaWASeIyMnGmCf7er79gYhcCdyBjnzcb4nI8cB9WL/DauBiY8zj7Yq9ATwoIt/H6sldBpwJ3I0V6HbLGPMn4E8D02qVjl6ESqmEuDHsbWpge101te2W3glEwuyqr6W8sYFYPI4xhpqWZiqaGglFo0RisZThxM3t5tSOH1+A2+XExAx+j5uiwvTLRg1HQBvedD/1982g4Z9LiVatHvLzK6XUYBCRbGCKvTmof9zsHqvkddgO2KQIIlIsIn8G7sLqIIp3U0WNQPYw+b9gxUN1wJFpAtoEY0w5cDzwor3rQhE5d7DbqXpGe2qVUgnVgWZq7GA2EIngdbmIxePUtARSgtS4ieNyOKluaQagtiVAnt+PAK39s852wWlWpo9lh80kFIyQkeHB4RgZ99RMuJHAc5dDPIJp3k3LC1eT/bEXu6+olFIj30KsIcIwyEGtbSUQxhrGuWAIzjfkRORI4FGs+ZZgzcN8APjRcLVJ9dkVWPNlAa42xmzsroIxpllELgPex3qf3ywi/zbGmG6qqkE2Mj5VKqVGhEg8lrIdjEbY1VDXodc1FIvREk0KcjHUtAQwKWU6Ts9yu5x4/C7KGuvZXleTNkNysljtBgLPfZ6Wl79GPFTX69fTE8ZEId7WVhMNDsp5lFJqGLQOPQ4D6wf7ZPYH+9YsyrnpyojIh0XkbhHZICL1IhIWkQoRec7OLutPU2dKUnbYpXaG2jV2ZtrdInKvXe4Gu8wqe/sQEfmniOwRkYB9zh+ISEbSsU8XkRUiUmOXeUdEPt/Fy5yFFdDGgJ8BRwB7e//TUsPJztJ9lb25CyvJWY/Ywe899uZM4LgenK/T7MdqYGhPrVIqocCfQUMoSNwYfC5Xh+RPbeX8xOKGQCTS6bGc4qCiqRGP00mez5+YP1vWUE/QXqt2V30tswrHpMytbWViEZoe+QgmUA5ArHE7Wac80N+X2IHDm4/v8BsJvv5dcGfjP/InA34OpdSB57EVZVnAfKzEMY3AmlNPmNA0vK3qoDWoXQscIiJfBI4FxmAFnyuBW40xbw7EyUTEBRTYm9XtnvNiDfVMN1xzjP11LPBZETnWGFPTyWlOBW6grQd6PGmG/4rIZ4HfkPpZdxbwXeB4EVkO3AR8vV3VJcBvRGSOMebLac4fB/4DXG+M+cA+VydNVf1197Z1Ha6zz06dOxDX2RysBFAADxljYl0VTuNBoPXmxxnAswPQJtUPGtQqpRJ8LjczC4qJxGN4nC4E8LvctEQjCFCckUW214fXZf3piJk4DaEgkVgsZdix1+WiJRIh2BJNlCvwZfLMmwHGTIjitvMLxozB0PbJJJkJ1yUCWoB4zbrBetn4Fn8F78KrweFCs/Qrpbry2Iqy+cAXgIuxlrNp1fTYirL7gDtPPWHCmmFpXEetQe0M4FVS/9yOA84DPiki1xtjbh6A8y3HyoYMVnKdZD+nLaB9BCvA3QXk2O38CtZQ0IXAt4GvdnKO/wP2Ad8CNgEfomNAMQUroK0BfgK8jhXA/BCrZ611CPFJwFt227YDi7EC3ULgWhH5jTFmQ7tj/8UY8+fOfgBqYNy9bV2n19nd29bdB9z52alz+3OdHZn0+K0+1H8eCAFe4LB+tEMNEA1qlVIJxhicDgfOpPmuU/IKaIlGcDucuJOW6QnHolQFmjscI2YMLZFIylDkQCTCg0/W85+VTRx+sHD2yU4cDsj3ZdAcDuFN0yvs8Bfjmnwa0R2PAuCZ8ymile8Qb9iGa8LxOLx5A/raxenpvpBSalR7bEXZl4FbSH8vLgu4ErjisRVl1516woTbBuKcIrK4F8W3GWPqk7YXJrVtF9bSM29iTT/7MHAtVlB5k4hUG2N+24925gG3Ju26N+m5MVjzFwH+boy5oF31J+3ES+uxhvaeRedBrQM4xxjzsr39UpoyuUADcJQxZnNSO94BNmD9/k4CXgBONMa0zoV5XUS2Ak/Z26fa5ROMMZoUapDdvW1dj66zu7etu+6zU+f29TqblPR4S28rG2PCIrIPmAhM72Mb1ADSoFYpRdwYdtbVEIhGcIgwKTefDHdbkNccDhOIhMnyeCnMyATocj5s+2wJ2R4vqzY2APDaO4Z1m6L87JpCGsON1AYDCDA5ryDlnACZJ99PdPdziCeHeMN2mv59NGBw5M0m+5yXEHeW3f44P9j5a16of4sP5S7l/yZdpcPBlFIDyg5ob+22oPVB/NbHVpQxQIHtu70oezbwMFjzULECVrB6TU8xxtQmlV0pIn/DCgqLgFvthDdVpNFJcO3E6tU8DGsoZutwznuNMcntXgBsxepBvSnd8Y0xFSLyPFZAW9r5S2RNUkDblV8nB7T2OTaJyFqs4awA30oKaFs9CwSxepw1WBlidkDb4+vs7m3r6GNgW5D0uL7TUl1rDWrz+lhfDSAdZ6eUoqKpkYA9zzVuDLsb6gCIxePsbqyjMtBEcyRMRXMjjSErkVIw0jERVDqZdqD68VOdLJhtBZo5GS78GYZo3LrhbYD6YMcETeJw4Z54Iq6SZYQ3/5PWcDlet4FY5apEuX9WPcEde/7Cqub13LHnL/yjqtOM/Eop1Wv2kONbelntFrvecNmJFZSdBJzVLqAFwB5a+xV7MwO4tIvjvZvm6y3gSaxhva0B7YO0JeBpPc+zxpjZgN8Y09WQ0daES94uyvR0qOhznexvndcSxBqWnMKeW1lnb2b28FxqANhDjnt9ndn1eis5IVmoD/UBWhOL6F30EUB7apUaxWLVHxB44WpaZl8LxW3J+GJxgzGG7XU1HbIYlzc14BBJWZMWSFnOJ5lDHJQ3NVAyFi45x8mOrT6OWpCNx92u/o7/EB0zD9eYQ1L2m3iM0Ls/JV6/tW2nKxNHztSkNlWk1NkX7iy/iFJK9ckX6P0H19bsql/oz4mNMX36wGwPk91qf3XlfuC3WB/yj8XK6NtTUaxhvmVYAeJfjTEru2lTa+bZ8VhzfWcDi7DmOC6yi3b1mvf0sG07OtnfGsBUd5EcqLWMBitDayivs4akx2kzdfdAvv29rz29agBpUKvUKGKMoTbYQigaRQRaKjbhyZyJq+KllKA2jiESi6Vdlicaj7OjvrbDfx2D1Ss7NiuHaDxGYzhENBanIdzWAysCRyzykOt3Ak4m5uRRW/42js1/xbv5HprcWeR88l0cWRMSdUKrf0HwzR/YWw5cU8/Et+gaHFmlxCJR3v3j35m4ZxvjlmdT7m9kum8i5xWfOnA/NKXUqGZnOb64j9UveWxF2TdGYFbkBGNMREQ2YCVJmtRFuX4HeCJyEvAlrIRSWWmKxOk+qGns4em6+5n3bLiRGhJ2luM+X2d3b1v3jV5mRU6eRzsZeLs3J7QzfbdeL5u7KquGhga1So0iNS0BKpqTPg8UH0FL8REQ6zg/dndjPR6nk3Cs51nug9EIbqcTr8tFpsfL+qrUHlSnOMjytI0qy/b6cGz4JZFt/7F2RJqI1W1KCWrjdclroceJ7XuL6L43cY09nH0frKNu207y8PKzFUfjXT6Ho5Z9FJ+jq5FrSinVK/NJH4D1RBYwj46ZgEeagP3dPVgnEJFbgeQlcuJY2YvXYgUUzwEXYSUB6kq6QUHpaNC6fxnq6+zVpMdHYA2b741FtA1hHpAlsVT/6JxapUaJSCxGbTCQ/klHx88xLdEI47JyyfakDxDTfaqIGcOGqn002fNuk2+3O0SYll+YkkEZwD3trERJR/ZknMVLUp73zL4InL7EtmkuI/jK14lWvoPT05ZYyhN3Ms09XgNapdRAyx7m+n0iInNF5GMicoWIOLspXmx/T5skagDacjZtAe1rwClAtjFmjjHmY8aYm4wxr2DN61Wj01BfZ+9iZQQHa1mr3nb0XZT0+H+9rKsGgQa1So0Cxhi21VV33uvaSabgfc2N+Fy9u3FvMOxsqGNDVQUx0xb6ep2uREBrYmFaXv8uTY+fCw4PWWc9S8ZxfyDrYy92WKrHNf4Ysj/5Ls7xx6aeJ1hL8bxZTDr6MPwFeZQcNI9JRy/rVVuVUqoHejrcdbDq99VlwL+BX2P1YqUlIsVYc1uhl0Mwe+Fz9vda4CRjzJPGmHR3WScO0vnVyDek15kxxmCtZQzW++4zPa0rIuNpS6q2BVjRm3OrwaFBrVIHuL1NDayvqkhkGm5V4GtL/JfpTr9Ga0s0gjFxpLMpTklBq6Nlb8pTyQEtWFmVW4Xe/Tmhd39OdMejBFZcgriz8My+EIe/mHBzgHfu/hsv3nwHW556HgBnzhQyjvop4h8DgGvSKbhKlyMizDr9RI76+hdYeMHZOD2DNnJOKTV6raH7+ZmdacIaXjscXkx6fF4X5ZKT8/x7kNrSujTOFmNM2uBDRCYARyVt6xS50WU4rrM7aMuGfYuILOyqMICIeIH7aEsudb0dIKthpkGtUgew5nCYmpZA2qHChRlZjM/KRYDmLtacrWoJYDqbwiSCo6UC356nyFv7iy7bEopFqairoCEYINaQlJ/BxIg3tiWp3PbMi9Rs2kaooZFtz75M3XZrdJCzcCE5F24g56LNZH7kQcShn3eUUoPPTvJ0Xx+r/3kYk0Q9jpWVGOAaEVnUvoCILAe+aW++bIx5YZDa0jqseb4dvLZvRwHwd1KX8kl/t1UdkOwkT32+znqZJAoAY0wT1jDiGNa83JUi8pHOyotIKfAY8GF71wPGmPv70F41CPRToVIHsM6C0SyPF7fTSV0ofcDbG749T5O9/lc0T7ugw3Nuh4NIUg9xdcRApIHiCWfi3voQRFtwFCzANf5DiTKxcCTlGLFI27a4fEhWaT9brJRSvXYncAW9W27EAHf198QisriXVSqNMbuNMSERuRp4CGu91RdF5GfAM1jB4+nA1VjBYy3WcOXB8iDWkj1+4HkR+TFWz1w2VpKey7GW+EmWQ1sCKzU6DPl1Zox5VkTOB/6CtUTPYyLyLPAAsB5rPeNSrPWeL6AtmdXjwKf6el418DSoVeoAlun2kOn2dOiJbQqHCETCOKWfgzVMnMD0iwhMsebGtud0OFOC2lZ1mTOZft5q4g07cBYfjLjbcoNMOfZIajZtJljfTPH0PAqmT+1QXymlhtKpJ0xY89iKsuuAW3tR7bpTT5iwZgBO/24vy98OXAtgjPmPiFyOFSxkAz+wv5LtAc4xxqzvZzu78ivgDKylfKYDv09TZivwR+BGe3sOsDdNOXWA+uzUuWvu3rau19fZZ6fO7dd1Zox5QES2YL0vD8bqif1wJ8UbgZuAn3exzrEaBjr8WKkDmIjgdKS/zGPxOCWZ/Uw22BoUO31tj5PE43GcaZJQGXFB5gRc449OCWgBfP4QC8b+nCWTfsLk2FcJb7g37alNpJmmx86m7o8lNK+4BBPX1RuUUoPn1BMm3AZ8he6XlDHAV+zyw84Y8wdgIVZSnM1YPU8NWMHyd4H5xpjXBrkNIayerq8B7wDNWEvuVAIvYAXhi7CC75Bd7eOD2SY1Mn126txeXWd2+X4zxrwDLAVOwxoGvRFrpEAE6+bKk1hrLE82xvxEA9qRR0bj3GYRKSstLS0tKyvrvrBS+7m9TQ3UtNgjuIwBETLdHibl5tMSjbC9rmbAziX0fAHB4owsijM7LkkX2fEEzY+fndh2Tz+XzBM7TrMJvnsLwdevT2xnHPd7a/kfpdSoMGHCBHbv3r3bGNNhjuZgemxF2XzgKuASUtfVbAL+DNw1QD20So1ad29b1+111t8eWnVg0eHHSh3gihxBgtv+TjRrKv7t/8IRriPjlAcQERydLOXTUw6EeFIY63e5CUQjnZcPVpKx7X7inlwaZlxCQyhIhtuDy+EgEAmT5fGS1bIPxAn2TVBX6bHpD9buJqmJd35epZQaKHbA+oXHVpR9A2upnGysIYlrhzEplFIHFDtg/cLd29Z1uM76khRKHfg0qFXqAOcQyH3nOxhXJuHiZcRdGVQGmvA4XfjdblwOR4flfnoq3q5fNhzvYjROPErhC+fjbrQyHzfXr6f+4JsJxaJ496wgd/X3MQ43df6xeO2A1ZE3G++8z6Y9nHf+54nsfILY3tdwTTwJz6yOiaqUUmqw2AHsG8PdDqUOZHYAq9eZ6pYGtUod4Bz+MTgP/wl7s5cQzZlhDUGOxdhZX8PMwjFMzy9iS21VamBrD1Pu1XlEOgbH8ajVo2riOCINiYAWwFP1RuJceW9dhzPSYB0nVJ100M7/RIk3l+yznrXW0e1vwiullFJKKbXf0k+CSo0CjnmXWwEtJILVmDFUB5opa6jrENA6ahs7P1gn8/Dj7fY7G3cw9pEljH94Dhk7HyTuKyKcNz/xfKjkQ4n2RAoOTuyXuJ2p2enDf9gN3b42DWiVUkoppUY37alVahTwOJ0dkjj5XC4qA2mmpYjgjMbodEByD3pwvU4nhbUvQ9Q6fvbaWwkVH071MX8jc+t9SKSB5umfbmvL3Eth34sYE0NiQXBnk33OyzjzZvb0JSqllFJKqVFKuziUGgU8TheTcvPJ9frI9/mZlJNPhrvjurIA0hIikm8t9eNyOMj2eMlwu3H0Yi30aDxOlX86BiGcN5/KE58ilj0dxEnGpnvI3vg7xqw4BW/TFrI9XrJmnYtr6pltZ4g0Em/Y1s9XrfrryTf2MP+S/3HwZx/jzfVtw8JNPEZ4498Jrf8zJhbq4ghKKaWUUoNPe2qVGiUyPV4yPV4AwrEotQ2BDmUEMH5vYjsaj5Pr8+PGwZZQNQ7B6qkN1YM7CxzOtOeKGUOseBk1R/wOySwl7i0EwLgziWdNhppqa47trkdpzJpOqK6aCZPPILr1IasdGWPBm0fTox/FRAP4l/0A19gjBvYHoroUjxvO+/7LNDRbWaU/ffOrrPnz6QAEnr+cyMa/ARDZ8m+yTvvPsLVTKaWUUkqDWqVGmaZwiIqmhrTryabbt2FbOU37rAA4Z3wW/izB3bydSOZE8BZgjEE6GZIcGn8CfpcbWpf5MQaJtM3XjWZb83zDsRhMP5fMrHHEazfgnnIqzU+eT6zybQCaHz+XnE/v0vmzQygWNwSC0cR2Y6BtyaTojsfbHu96ChOPIl0k9VJKKaWUGkz6CVGpUaQ60MzO+lpCsS6W3klijEkEtID12OkhUrAIvAWJ/YE1m4jWNSS2xf5yiBBs3IO34gVcjVvIXX0D8bxD+O+uQ/kf1xKccCpgDXN2O5y4S4/Fu+DzOLImEg/sbWtHqAZ0mOuQcrsc/Pyqg3E4BK/bwc+uakvm5Sw5vO3xmKUa0CqllFJqWOknEaVGkYZQsNd1xCGYuNWHK06rRzZuDA67d1ZEmLF0CWGJUxWwAmAD5Pn81AVb8Na9T+ErbWvN1hScwaUvX4EInFO1nuVLirnslNk4Han32HyHfJuWF78IJo53yVcRl78vL5nwln8T2fxPnEWL8S75OtLJkOnRLBaLU9cUoTDXm7L/i+fM5jOnTsfpEHzetp9b5on3EfrgLohF8Cy4Yqibq5RSSimVQoNapUYRn8tNSzTSfUGbiJA7IYumigAI5IzNIhSPUxYLM93tswpFmvGFN0PSsjxgzdsFiOTNJ+7OxRGpB6Bo1onMn5LLmu31PPxcORceNwOP00UwGiEYjZDh9uBxuvDO+wzuyadgYmGcOVP69Hqjle8SWHEJmDiRbf8Flx/fomv7dKwD1c6KZo7/8jNs3dPE8YeM5X8/Xo7HnRTA+jv+mxB3Jr4lXxvKZiqllFJKdUqDWqVGkbFZ2bgcjvRL+bQjgMvhxJfjx5vZlik5bOJcW1XGP8wuCoiStf4uWpq2sPfU1yGpN9XndCMIEed4oqc8TnbF0zjz5+CacgYP31pDSzSMxJ3MKSmmORxmR30NYA1ZnpZfiMfpwpE5vl+vN16/BUzb4kTxus39Ot6B6BcPrGfrHuv98Mzbe/nPy7v5+LGThrlVSimllFI9p0GtUqOIiOB1pV727devbWWASDyG2+VKKeMRB18pKkVWXEZBYEfbcaJNGJcft8NBjtdHdUsgcfyckgX4SpcAUNPSTDAWsZJLOePUBQNWoihb3Biaw2E8aXoIW4Xev5PgqltxZE0k4/h7ceZMTlvONfF4HDnTiTdsAVcGnlkXdPMTGn2yM9yp21383JVSSimlRiL99KLUKONol6k4XUCbLBCNpmyPy8rhSl8J1ctuIvLiVbijDQQmn0vcVwxYQ5wdSVmKDdAcDuNzpQZPyfztnuuqbKx+Cy0vfw0wxJr3EHztm2Se9Pe0ZR3efLLPfYXovrdx5k7Hka09kO197by5rN1ez7ubavj4sZM5ZVn/esdfW1PFS+/v49jFJSydUzhArVRKKaWU6pwGtUqNMlkeL9leH5UtzTTFYuQ4XXgcPU+E7nI4+V/5dio98/Ce8DynZMbxZk7BEWjCIUJhRgbxdpGy390WpOb5MmgKh2kOh8j0eMnzZSQC7ZZohCyPN6V8B7EgyaG4ibR02V7x5OCecFyPX99ok5Xh5oEfHDMgx3r5/UqOu2YFsbjB7XLw0q9O1MBWKaWUUoNOl/RRahRqwvBuoIFNoWbWtDSm9NYKVuCbTqE/k6poiEo7i3LIwAaxlvaJG0M0HqesoR6/y83EnHwK/ZlMys0nw902J9chwqTcfOYWj2VSbn4ioM31+RmbldPpuVs5C+bjWXCl1Vb/GHyHfa+PPwXVXxt3NfCfl8qoabCWW3ru3b3E7DsakWiclav2dVr3byu2c/y1K7jyljeorOt9Vm6llFJKqVbaU6vUKFTo8SbmyQZNHIcIxljBiM/lxuVwkO3x0hwO0Zpmye1wUpKVTUUwkHIsv9NFU7htDdloPE4oFiXb6yXb23WA2lcZR9+Kf9mN4PIhovfmhsNz71Zw6tefIxyJM7kkkzd+ezLHHDQGh0OIxw1Oh3DUwuK0dddur+dTN79KPG54ftU+fvfIZo5aUMxjPz2WrIwueumVUkoppdLQoFapUaQ2HOLJvTsJxKJMzsgm2+1mjNdPqS+T6pZmwtEozZFwYtkfv8ud6Ektycq2vvsyOLyghC3N9RR4fByUW0hdMEBzJAyAUxx4nal/WqKV7xKvXY+r9FgcmeMG5LWIO2NAjqP65u8rthOOWLc8dlQ08/yqfZx77CRW3PphXnxvH8ctGcvh84vS1t1T1UK83Rj1lz+o5E9PbOXqj80e9LYrpZRS6sCiQa1So8jbtftotteP3R5o5KzxUyn0WuvN5nr9bGupTikficeYVTimw3Hm5xYwP7cgsV2UkYXL4SQSi5Hr8+FMmqMb2fE4zU98HEwMyRhL9rmv4cgoGYyXp4bQ/Cm5iccupzB7Ug4AyxeXsHxx17/fYw4q5uiFxbz0fmXKfr9X/yUppZRSqvf0E4RSo0j7zMfJ2+FYtH1x8nz+Dvs601nZyNaHwVhL9pjAXqJ7X8Ez7eweH1eNTF88ZzaxuGH1llo+cdxkFk7L63Fdr8fJituO591NNfz4r2t5fW0VJx46jk+dPHXwGqyUUkqpA5ZORlNqFDk0fwxFHh9eh5ND8ovJT0rKlOXx4nY4AStZVElmNmMys/t9TmfxkqQNL86C+f0+phpa/3h2B7fcv449VW3zqR0O4SufnMtxS8Zy458/4OIbX6G+KdzjY7pdDg6bW8S3L5rPaUeUMqM0i7jpboEppUYHEXleREwfv/LaHeucHtar6qZNB4vIz0VklYhUikhIRHaLyGsi8n0RmTvIP5PWdv6mk+c/JCJPi0iViLSIyDYRuaybY95nH/O8wWm12p+IiENEzhKRe0RkvYjU2u/zchF5SkSuEZEuU/qLyHb7PfVEu/2fTnoPH97uufbX+3W9aHOu3cbWus/36kUfQLSnVqlRJNvt4aOl6XvDnA4H0/ILaYlG8DpduJ3OATmnd8EV4PAQq34Pz/RzcebNGpDjqqHxo7+s4fo/rAbgVw9t4L17TiPbTua0dns9l/30NYyBN9ZVk5/t4Y5rlvb42JV1QU687lkamq053LWNYW75wiED/yKUGt0W9aeyiHiBXwKXYd3zTDbe/loGfEdE7gS+aoyJ9OecfWjjMuBpwJO0ewpQ30WdM4GLBrdlan8hIkcBd5L+ehlrf50I/FBEfgjcYoyJpyk7EM4Cbulh2TNIfd+PWhrUKqUSnA5Ht0vq9IV33mcG/Jhq4JRXB/je71bR2Bxh7pQcxpVkc9lp03E4hBVvlSfK7awIsHFXI4fMtuZTV9YFSe5c3VuTumZwJBqnvLqFcYV+3K6OA4N27G1OBLQA72+pG9gXptSBYUn3RVI0tts+yP7+EvDFLup1nINi+SNwgf14JfA3YD0QAPKBw4DPAxOBLwEFwMW9bHN/fZW2D/bXA88CGcA76QrbPWV/H5qmqZFORC4A7qHtPbQSeABYBzQBE4CTsG6CZAM/BY4WkU8YY0Idj9hvR4pIsTGmsvuifGwQzr9f0qBWKQVALB5nR0MtmwON+FxuDi0swW9nMd7cVM+mxnryPB4OzR+Dy6EzFw4kn/zui7y81koSNml9NbG4YcfeJm763GKWLx7D8/Z6syUFPmZOaBuSftSCYk48dCxPv7mX3Ew3X/7EnMRz1fUhjrtmBWu21zNnUg7P33ECxXk+Npc1srW8iaMWFLNgah6LZ+SzanMtInD+iVOG9HUrtT8wxqzq5yFag9pXe3ssETmBtoD2JmPM9WmKPS0idwD/Az4EXCQifzPGPN7XBvdB6x+fl40xN3VVUETOAu7DCnrVKCcix2O9HxxANXBxmvfuG8CDIvJ94CGskQlnAnfTw95+Y8yfgD91U6wa60aRI+n4XbU9AzjZ3gwzyntsNahVSgFQGWjizfpqmuIxCLVQGwnz0dKp1ISDvFC5BwPsCTbjFgdLCzpmRFb7r4272zp2dlYFWT43n5ftzMSNgbbOm/qmMEd94SmOWljMHV86BI/byWM/OY7NuxsZk+cjL7vt/+mfn9zKmu3WyL/1Oxs497sv8K2LFnDWd14gEo2zYGouL995EivvOIGn397LxOIMls7pcqqSUqqXRCQbaxguwOo+HKJ1mE0Z8L3OChljGkXkYmAL1mfLq4ChDGoz7e/bOysgIlnADcBXsIZRx9HcMqOaiOQDf8F6H9QBRxpjNnZW3hhTbgfBjwPHABeKyMPGmH8NUJOqsEZBHIU1BLnLoBY4BevmzHagGRjVSUv0YlZKARCNx2mOxxLbNeEQFcEAz++zAtpW9XvfwGhCnwPKZz8yLfH4zKVjWL2jkVMPLwXgrQ01ieeC4Thrt9fz+0c286sHrf/7Docwa2JOSkALkJ+dOoz9pfer+MUD64lErSlIH2yr55U1VWzZ08SN937ABT94mYde3DUor0+pUWwhbfNg+xLUtiZ/2tbd/EFjzE7gBXtzQR/O1R+tn2fTDqEWkRnABuA6rJ/HNuALQ9M0NYJdgTVXFuDqrgLaVsaYZqz55a2ZEW8WkfZzzfvjIfv7CSKS2WXJtqHHDw7g+fdbGtQqpQAo9GdS5GoLTMb7/DxVsYvaSAhvyBqa6oo2M+W9HxLZMlA3JdVIcNMVB/Py7cfznxuO5PQPTeKP3z6Sr18wD4Bzlk9MW2fNtrouj3nJyVOZUZqaPXva+KzEY7fLwdRxmVz209dYtbmWLXuauOiHr9AS6mxan1IjS/nDT2WVP/zUsvKHnzrB/p7Vfa0h1zr0OIzVA9RXC+xe3+7cAHyCNHNqu8tebJe5Ianc2M7K2WWntJYFJtu7P5VU/4ak4hOwElqBNQR0Mf37eaghsrZyb9bayr3L1lbuPcH+PiDXmR2IXmVv7gLu72ldO/i9x96cCRzXg/N1mv24ndag1ofVE9vZ8dzA6fbmv7tv9YFPhx8rpQDwu90szS1ka3MDADkOF2VxawmXKbsepLTyefzBvfjCtZhQ7XA2dVQzkQDhDfeCOPHM+RTiHJjEXocvKkm7/+qPzWb+1Dw27mrgzoc2smabNaT4T09sY9m8Ii4/c2aHOu9vrePtDTUcvbCIzfbQ5uOWlHD7l5ZSnOdj/c4GPv2RacyckENzS9vogFAkRjSmowDUyFb+8FPzsXr5LgaSP2A3lT/81H3AnePOOmnNsDSuo9agdi1wiIh8ETgWGIM11HElcKsx5s1O6q/GCgDzgftF5HPGmD2dncwY8+IAtXugGazX+h1jzMsAA9u5pgba2sq9nV5nayv33gfcOa94bH+uszlYNzsAHjLGxLoqnMaDWAnSwMpA/Gw/2pJgjNkqIu9hXbtn0XnAejyQC+wBXh2Ic+/vNKhVSiUYoCCpt3ZWZg4bmxvYMfFs5ux7Ele4FmfRYjwzdUm/4dL8xMeJ7rb+d0bLniHz5H8M+jmPXTyGYxePobYhxHf+8F5i/0/+tpYTDx3LT/62jrxMN3EDgWCU3/9vc4fg9LW1VbhdDr7/mYNS9v/0yiWc/4OXaAnF+NHlixPLBSk1EpU//NSXsZbaSBcRZQFXAleUP/zUdePOOum2IW1ceq0X3AysD77J7R4HnAd8UkSuN8bcnKb+nVhBhQM4FdguIk8CjwArjDFbB63l3dtDW2box7BezyO0zf3dm1T2RWPMsUPXNNUfayv39ug6W1u597p5xWP7ep0dmfT4rT7Ufx4IAV6sDOAD6SGsa/c0EXEZY9INYWodevyQMcboTRoNapVSSQr8mTSFQ8SMIdPtYW5uPgflF+OSGWTMWo0JVCAZYxGHk1jM8NRrzQRChpMOzyQ7Q2czDDZj4kT3PJ/YjpQ9N+jnvOuhjXzlV29jgItPnpLyXG6mi/mXPEoo0v1SfR6XgxvueY9vXDAPv7ftX8/pR5ZS/ci5RGOGDJ+13xjDn57YyrY9TVx44lRmT8oZyJekVJ/YAe2tPSgqwK3lDz/FQAS2IrK4F8W3GWOS12ZdaH/Pwhpi+QvgTawg9cPAtUAOcJOIVBtjfpt8MGPMmyLyDeBn9q7WIY+n223bidVD9SjwmDEm0Iu29osxJgysstvROr+xJl2G50FcT1QNMDug7fF1trZyL30MbCclPd7S28rGmLCI7MNaymp6H87flYeB/8MaIbEceCb5SRFxAB+1N3XosU0/hSqlEvxuN+Ozc3E5HASjURpCQXLdHjJdbsThwpFVCmL92fjlP2v51QN1/PG/9Xz7zkpNHjUERBy4xn8ose0qXT4o56ltDCd+n9f+8m0iMUM0Zrj38W1ccMJkPC4Hk8ZkcNFJU3sU0DodUN8c4Yf3fsCkjz9M9in/4Kt3tS0f6XE7EwEtWD3Al/3kdW66bw3HXP00VXXBgX+RSvWCPeT4ll5Wu8Wu11/v9uIrMbdPRKZgBaxgLUmyyBhzqzHmRWPMSmPM/2H1MFXZZW4VkaL2JzfG/BxrGGRZmrZNAj6NtaZnuYh8T0RG9bIiqu/sIce9vs7ser1VkPS4vtNSXdtnf8/rY/207Bsz2+3Ns9IUOYa2KQQvpHl+VNKgVimVoqK5kWg8TszE2dNYnwhuIrEYW2qqWFdVwe6GOt7b1Lbe+NbdERoDeiN8KGSe8i98R/4U/9G3knnCfQN23EAwyn1PbuOgSx+l6Ix/sejSx9hd2Uws3nazwhj483eOpGXFefz3x8fyywe7TRQJQCzprVHTECYQjHHbP9fz6hpr2aAf3vs+x1z9FN/5/SriccOL7+1LlK9uCLF+Z8PAvEil+u4LpB8K2ZXkRDTDYSdWD9JJwFnGmA7JEIwxG7CWuAFraZBL0x3IGPMfYCrW3ME/AeVpiuUA3wdet5dKUaq3hvI68yc9DnVaqmuRpDYMtNaEUR9N81zr0OOH+zAX+IClQa1SqlPG/gKoCjQTilnTOupDQY4/om3u4/QJbh1+PETEnYnvoC/iXXAl4vINyDGj0TgnfuUZPv2jVxOJoNZsr2fp557AlfRrPWf5RP73ym6Wf/FpDv7sY+ysSB1puGBqDh5X6vsg0+dk4bTctOeNx+Gfz+3ghnve55UPqvjxX9fypye2cvoRpYkyk0oyWDgtb0Bep1J9YWc17pDNt4cu6W9WZGOM9OLr4aR6cWPMVmPM08aYdEFoq/uBFvvxsV20I2qM+Z8x5lJjzHisZXuuwVqzMzkoWAz8s2+vVo1WdlbjPl9nfciKnHy3NP0/qe613rzpa09vV1qD2okicki75862v+vQ4yQ6p1YplWJsVg5lDXUYY8jx+qhtCZDn8wOpw4vPOCaLomw/LcE4Jy7L1EyS+7Hte5t5bW11h/376to+p04c4+dfK3fxr5WdryX7wbaOParNwRjNwdQbyS6ncPkZMzhqYTG3P5C6qkZ5VQvfuWQBU8ZlsW1PE2d/aCK5WTqaUQ2r+aRmX+2NLGAe1vDfEckYExGRDVjB6KRuiifXWwOsAe4QkQLgW7StA3uCiBxpjHllEJqsDkxDfZ0lz6OdDLzdmxOKiIu262Vzb+r20MtYw5vHYA1Bfts+76FY83jraDfXdrTTrhWlVIosj5c5RSUYh4NNTfXsbKxna20VdcGWRJkCfwY5Ph8nH57JWcdmk+nXPyX7o8ZAhNfWVOFxOyjJ77rXd9e+li6f70p1ferIrufvOIFfXnsoAOefMIUZpdbnmEklGcyZnMPnfvIa5373Rb50+1tc+MOX+3xepQZIT9ZnHcz6Q6F12EViCI6I+EVkmoh0m9nVGFNjjPka8N2k3cf3oR36z2T0GurrLHkZnCP6cL5FtA1h7mxJrD6zk5v91948K+mp1qHHjxhjIqgE7alVSnWwM9DIqw1Wz51bhIMzcnEk9cQW+DOGq2kqjXAkhsvpwOHoeW/5vtogh175BGV7AxTkerj3m0dw7vde7FHip1Y5GW5mTszm7Q01XZarb079v1vdEE48HpPvY9UfT2XL7iYq64Kc/NXnUubxrly1j7+v2M75J0zpcbuUGmCNw1y/T0RkLjAXq6fn993MvSu2v1cl7bsVuMI+VpExpuNwjo5+CdxoPx7fWdO6qL8/3ABQg2Oor7N3sTKCT8Ra1upbnSyd05mLkh7/r5fn7qmHgMuABSIyzV5CS4ced0LviCmlOtjR3Pa/IWIM7T8JOXSo8Yjxo7+sIfPkf1J85r94/t2KxP548x7ioQ55YRLueGYTZXutzpma+jCPrirnyIXFiecdAmMLOu+9HZPv5fpPzaeiuvcreFRUt/Db/25i/iX/47RvPEdDc4QF0/JYtbk2JaBttXpL569DqSGwBmjqY90mYO0AtqU3LsP64PtrrKGZaYlIMdY6tpA6BDN5SOVJPTxnCyT+Zexp91xrwNDVsJAJPTyPOvAM6XVmrCyYv7E3JwKf6WldERlPW1K1LcCK3py7F56hLVg/U0TmALOxXu+Tg3TO/ZYGtUqpBGMM+5obKRQnY1xt8xi3h1toicdBhNLsXFwO5zC2UrWqrAty/R9WE48b6poifP3X7wLQ8uo3abhvOg33TiG85cG0dXdmpvaePl9ezaZdbXNi4wYqaoO4O/lV76sN8fVfr6KsqvfL7Vx12xt84bY3Wb+zgSdeL+cbv11FTUOIfz67I235v6/Y3utzKDVQxp11UhPQ11Tjf7brD4cXkx6f10W55Iyzyb0/jyY9/paIJGeL7cwJQOtfjRfbPVdnf087b1dEvMCH0j2nDnzzisf26zqz6/fWHbRl8r5FRBZ2VRgS79P7aEsudb0ZpDUNjTEh4DF780z7C6w1oXWtu3Y0qFVKJdS0BKgKNIMxTPdlMs7jI9QC5c0hVgXqebWxhqpouPsDqSHhcjpwOdt6zX0eJ/GWKkKrb7d2xMME37oxbd2PHj4B7zm5OGd78ZycxYaNdZRVps6bNQYig7BYQDRmHbvVU2+Wc8Y3n+ON9emHMTe1RHn89T1sLx+u2EAp7qR9trzuGeCuQWhLTz1O29qy14jIovYFRGQ58E1782VjTGLNS2PMeuAf9uZC4D92D1VaIjIb+K29+Y4x5vl2RT6wvx8jIunWFb0Ja6i0Gr2G9DozxjRhDSOOYSWbWikiH+msvIiUYgWZH7Z3PWCMub8v5+6F1izIxwAX2I916HEaOqdWKZUQjqVGMLs3OXn04WwcTsOhJwcpnRmlNtzX5dzUQMvP9vD7ry/j+t+vpiDHy51fORRxecCVCdFmq5Ck72o9J38Mtecs4o76dax9pRrTOHzrDFfUBKmoSb3pvHBaLut2NCACTodw+jeeJ8Pn5Olbjufw+UXD1FI1Wo0766Q15Q8/dR3WPNOeum7cWSet6e+5RWRxL6tUGmN2G2NCInI11ofiTOBFEfkZ1pBGL3A6cDXgAWqxhiu39zlgFrAEOBFYLyL/whr6WIYVUEwCTsb6wN16rPPTHOvvWEsGOYGnROSHwGqg1D73ycBWYFovX686QMwrHrtmbeXeXl9n84rH9vk6M8Y8KyLnA3/BWqLnMRF5FngAWA8Esd6jJ2G9x1szND8OfKqv5+2Fx7CWzPJiJacK0tZ7q5JoUKuUSsj3+6kPtRA3hnjc8OQT1mCOeEz44GUvk2ZGmZKZM8ytVMkuOXkal5yc+hnQf8SPaHnxGsAQr/mAyI4ncE8+BWMMdz60kTXb6jnv+Mk8/8gO1jxTmVLX5RSisbYb5Wd/aAJV9SFeXJ1abrCt21HPfd85iuZglMt++joAgWCMvz69TYNaNSzGnXXSbeUPPwVwC10nOzJYAe1tA3Tqd3tZ/nbgWgBjzH9E5HKsHrBs4Af2V7I9wDl2z2wKY0yjiJyAFWR8yj7GpbTNJ0zX1k8ZYzamee6PwBlYwfR4rLm+yV4FbkDnCo5q84rH3ra2ci/08DqbVzy239eZMeYBEdkC/B44GKsn9sOdFG/EGlXw826Srw0I+xp8BjjV3vWk3cOs2tHhx0qpBJ/LjdvrY02ggTca61KCm6IsF+dMmE6Rt+ulX9QIIELyCK7onpUA/OKB9Vxzx9v87pHNfORrz/HC6n0p1c46ZgIfWZY6unDBlFymjk1dOrAgx4MIeN2D9y8kGoMv3fEW86fmkpyXbO7k3M4rKTXI7EB1IdZwx/YfLJvs/QsHMKDtN2PMH7Da/Bus5E9BoAErAP0uMN8Y81oX9WuMMZ/GWsf2+1jrZ+7AWgao2T7mP4FzgcOMMe93cpwo1pzAS7Hm2zZg/czexgrCP2TvU6OcHah2e50NREDbyhjzDrAUOA1rzuxGrPd4BNiLdbPlS8BkY8xPhiKgTfJQ0mMdetwJGaS5zSOaiJSVlpaWlpWVdV9YqVHmT9vXE7P/Luzd7mTbq5nkZri45rwCJo11d1NbjQSxmrU0/vsoiAUBIfPUh3FPOolLbnqFvz69PVEuO8NFY6BtBYNjl4xh+rgs7n5sa2LfpJIMdlZ0zHA8szSLuDGUV7cQCA3O0GWv20Hg6fN44PmdPLhyJwfPKuCr581FNPu2AiZMmMDu3bt3G2OGJWNu+cNPZWFlFc7G6r1ZO4xJoZQ6IK2t3NvhOutjUih1gNOgVimV4p5t60gOUU4fN5kSn65Lu7+JVq0muutpXCXLcI0/BoBHXinjnOtfTLtsTley3NDUiyXep5Vm8vMrD+Gc61/odcaPZG6nMGFMBpedNoNvXDhPg1mVYriDWqWUUiOHDj9WSqWYmjRn1i0Oct2eLkqrkcpVtAjfkq8mAlqAxkCUY5eU9PpYrQGt9DBEdSL83x/f48ITJ/f6XMkiMcO28ma+84fV/PLfG/p1LKWUUkoduDRRlFIqxYeKxuEQoSka4ZC8YnxO/TNxIHj2nb1cfOMrKfsyvE4CoZ5PCzJd5uxos2m3NTLs/a11FOR4yPK52Lmv4xDm9g6ankfZvgA1jR2XjXprQ/rlfpRSSimltKdWKZXirbpKNjXVUx4M8HL1XuKjcIrCgWj9jtT8KwfPyudHn1/c5+OV5PcsYVhNQ5gF0/PI8nd9c6S02M9DN36IRTPy0z7/ygeVNDT3Ygy0UkoppUYNDWqVUinKAs2Jx7WREM1RDSQOBKcfWcqYpED0nY21XHPH22nL9qQ/dl9dkNkTs9M+5263NG5LMEY40nWP8NJZBXz02yt57t2KtM9vK2/mwRd29aBlSimllBptNKhVShGNt6WGGpuUFCrH5SbDpRmPDwSTSjJZdfdH8Hud3ZbtSd+8MeBypv8XMrndEkDPvVtBONr1UZ99p4IPttV3WWZsgS4npZRSSqmOdLKcUqNYQyTME3t30hiNMC0zh2OLx3N4YQn5Hi/BWJTZ2Xk4NePsAaOkwM+nPzKNXz+8aUCOt7U8/aoKm3f3frWFxpZop89NLsng8jNnckq7NXSVUkoppUB7apUa1VbXVdFoDy/e2tzAnqCVzGdWdh5L8ou1l/YA9MtrlnLckjEDcqyWXiSZ6o+xhX6+eeH8ITmXUkoppfY/2lOr1CjmcqTe16oKtbCiYhdRYzg4r4gJGVk8t283oXiMwwpKmJ2dNzwNVQNGRBhb6B/uZvTKroruMycrpZRSavTSnlqlRrHFeUUUOjy4jTDDncXGxjqidrbjd+qqeLZiN43RCOF4nJerygnFhqZnTg2u7196EHMn59DJlNgRZ0y+l0t/9CrTPvkfPv/z14nF4t1XUkoppdSosZ98pFFKDYbGmgA5O4JMLIsR39pAOJoatAZimvn4QDS9NJsP7j2d//342OFuSrecDmHpnEL+/OQ2dlQ084f/beG+p7YPd7OUUkopNYJoUKvUKLaqqZptE4Qd44SQG4rFk/K81+nE73TiFGFZQQleZ/eZc9X+47iDx+Jy9jwR2LRxWd0XGiDHH1LCNy+az5b7z2T6+NSlg5pa9GaLUkoppdronFqlRqnacIhdBEGEmAtq8oUZGX52NwdpHdx5VOE4JmdmY4xBNAvyAeW1NVX86qENnHnUBB57bQ/BcNdDy11OYXyhr9OMx+0V53qorA/3uX3/9+mDOGphMdf/YTUPvbCTghwPNQ1hDp1TwCUnT+vzcZVSSil14NGgVqlRKthufmzQC+831xI3hgKfn4OyC5icafWQaUB7YKmqC3LK156lMWAto/OZU6eRl+Xh/a11PP3W3rR1ojHDSx9U9fgc/QlozziylKMWFvPQi7v40V/WJPb/8LMH8a2L5uv7USmllFIpdPixUqOQMYaXqvYktp0IBqiJx7ipsZrP7tvJOds/YE1D7fA1Ug2assqWREALsGV3Ez+76mDu+86RHHNQ8YCd57glJX2qN6kkE4Dq+lDK/pZQTANapZRSSnWgQa1So1A4Hqch2jYvsTVOWB8JU2eswcc7Y1Hur07fa6f2P7FYnEjU+t3On5rLEfOLAOt3/6mPTOXTP3qVsWc/yJpt9fzgMwexZGZ+v8/5/tbe3xRxOIRTlo0D4BPHTebgWVY7pozN5PNnzux3m5RSSil14NHhx0qNQl6nk/G+TPYEmwESy/gc4fHxZqSFnTGrF6/U6xu2NqqB85+Xyrj4xlcIR+Pc/qVD+PyZM1lx6/E8v6qC8UV+IlHDZ378OgA1jWHeWF/Na78+mXc31XDmt1eyr7atx1QE7LdLt6p6MQS5IMfDpR+ZxlnHTOTIBVZvcU6mm1fvOpndVS2MLfDh9WiiMqWUUkp1pEGtUqNINB7HIYJDhJPGTmBHcxM7Ao1sbW4ArLmzH/Fn82SwmeOy8vj8uCldHm/L7kZ+cO/7uJwOvn/pQUwYkzEEr0L11rW/fIvmoHWj4po73uYzp07H53VyyrLxAGzc1ZASrOZmunG5HKzf1ZgS0AJ43Q6C4YFdJ/baj8/mxssW4fd2/JfkcjmYPDZzQM+nlFJKqQOLBrVKjRJv1FTwfn0NXoeTE0smUOLLYFpWDpkuF9ubG4gDThG+MXEWP+lhD+3p33yejbsaAVi7vZ5Xf33yIL4C1Vded1sPp8flwOlInZc6a2IOv7xmKbf/awNTxmXykyuWANDcEqW9YDhOSb6PqvoQsXgPu2y7MH18Jt+4YH7agFYppZRSqid0Tq1So0BDJMz79TUAhOIx3q6tBKAlHsPn9nDG+KkcWTiWs8ZPpaCHAW08bti8u215l427Gga+4WpA/PGbhzNrYjaTSjK47/ojcTg6Jlu68qxZrP/LGTzxsw8zrtAPwMUnTWXmhOwOZU89fHy3Aa1DYM7kbDK8XQ8Z3rKnmTO++XzPX4xSo4CIPC8ipo9fee2OdU4P61Ul1fl0P85vRGR7H1/3DUnHGNu/n2LfiMiRInKfiGwTkRYRaRCRVSJys4iMGY42qcHRg+ssIiKNIrJRRP4hIp+UYcpWOBKujZFOg1qlRgGnCNJu+7H6Kqa9/wqT33+Ze2ormJuTT57H2+NjOhzC506fnti+/AxN4jNSHbmgmHX3ncG2f5zFR4+e0ON6mX4X6/9yBt+6cB4l+T7cLgfLF43hirNmkPxvff6UXNrHyXEDv/vq4ex+8GOctHRcl+d5d1MtpqcTdZVSvbVouBuwvxCRnwMvAxcBUwAfkI31M/wWsE5Ejh2m5qmh5wKygJnAJ4D7gZdEpP+ZFNWA0/FeSh2AysJBYgYm272uToeTepcbXzRCvtvDEYVjOWHzKlrsTMc37d3O5cWl5Do7/kmIG8O1uzbyWEM1SzNyuHvyXDKdVu/bXV85jAtOmILb5WDZvKKhe4FqSN34ucXc+LnFKft+ec1SbvzzB+Rkurn3O0dw96Ob+fXDmxPPe9wOJhRnkJPpZkdFc5fHP/fYSbpUj1KdW9LL8o3ttg+yv78EfLGLesnzDf7bxXl/AJxhPz4N2JOmTN8Xqh4mIvJN4Dp7cwNwC/AekIn1Oq8GCoD/iMhSY8ymYWmoGizp3u+CdWNjKvAV4BDgSOCfwIlD1zTVExrUKnWA+U1lGd/avQUDfHPsZL45dgo/2fwSk977Me54lN9OvpRTxk4mI9S2pI/PwObmRm6t3k2Gw8kN46ZRavfaPlxXyZ9rrKV9nmio5jdVZVxXMjlR9+iDdDTWaBSLG/bWBNlbE+Sc61/kuduP54VVlazfWc+4Qj+//sphiQRPpx4xng1phqf/9MolTBufxZlHlg5185XabxhjVvXzEK1B7as9PZYxpgaoSfeciCTvX2uM2d6v1o0AIlIMfNfefAs4zhjTlFTkWRF5EngMyAFuBj4+tK1Ug6mba+NVEfk3sBJYBpwgIicbY54cksYBxpgbgBuG6nz7Iw1qlTrA/GTvDloHcv58706+VjKZU9/6CjMb1gBwSPNGri5eyE318LmMONVO4eCg4ctb1vCexAB4rqGGP02Zx6KMbGqS1rMFCMYHNvOt2j89+mpb58yOima+98f3WLO9HoCyyhaCkbb3yc+uXMIhswv42d/WsnpLHdkZLn5yxRJdd1apQSYi2VjDaAFWD2NTRrqPAa3p+7/YLqAFwBjzlIj8HWto8pkikmmM6XoYijpgGGNCdm/+c/auTwJDFtSq7mlQq9QBIhyPsy7YTJHLTa29zmyx241ThInB3YlyY0P7KIxGeNpn2OO2ptW/kiGIiYI987YqFuWsLe8hIkSMYbrHx5ZwkIX+LK4o7vmcTHXgOnphMU+9WQ5AcZ6X/CxPyvPxpERSIsL5x0/h/OOnEArHdL1ZpYbOQkikVNCgtnNH2t9rjDGvdVHuWayg1oM1z3LVILdLjSwrsYbWe4AFw9wW1Y4GtUodAALxGKdvXs07gUYyxcHSjGzc4uDK4lJixuBecBW8c7NVdtqFnJ87hlMCm1OOYdrNaYxCYuHSreEWnsw1/Fb8fGv3Zr47bioTPT3LkqwOTN++eD7jivxsL2/iopOmUpDt4c311by1oYaPfWgiZx+T/uaHBrTqQLHj+juygPlYiYQagTWTb/xShx6+YdY69DgMrB/KE4vIeOAa4BRgBlZwXYGViOlPxpgVPTjGHOCbwPHAGGAf8CJwizHm7XZlj6WtF60ndhhjptiP/wdUArFe1O95ZkXVZ007qzpcZ1mTioblOjPGtGYJHw/ktn/eHsb+Zaw52FMBJ7ALeBq4zRizNU2dKcA2e/NQYAJwE9Y1UwWsMMZ8SkRuAP7PLjfOGLN34F7ZgUGDWqUOACsba3knYOUGaTZxMh1OXmyq49XmeqZ5/PzjoK9Qm3s4+cSJFCyiIhwErE8YneWcddL23z0j1sJlFXXs8lk9u5tDLTw76+BBfU1qZBMRPnPq9JR9L9+l6xSrA9+O6++YD3wBuBgrM2qrph3X33EfcOfkG7+0Zlga11FrULsWOEREvggcixUgVmH1PN1qjHlzIE8qIocBTwDts8ROsb8uFJF7gMuMMZ3NaTkP+AlWr1irCcD5wLkicrEx5h/9aGYiMZYx5gHggR7UOSbpcVk/zq260bSzqtPrrGln1X3AnVmTiob0OhMRF1ayMIDqds+dgpUduX2wO9v+ulxErjLG3N3FKU7Fmjfb2sswHtA5Xz2kS/oodQAoC4dSlux5oaku8Vdwa7iFw9e/xRWRLJ7PmM5XqnbxqcodeGLhTgNagIluH0u9HmYHtvGrjTez21uSeG5rqGUwXoZSSo1oO66/48vA+8CVpH7Qxt6+EnjfLjcStAa1M4BXgQuBUsANjMMKHF8XkW8P1AntD/73YwW0e4GvAicARwGXARvtopcCF3RxqNuACPBj4MNYH/j/YD/nBn4rIoVJ5d/CymDb1dfzSeWv7+XrKsX6eQFsMMbs7qq86rumnVU9us7sckNpOVY2ZIA3WneKyJHAI1gB7Q6sTMlHY73nr7X3eYA/iMg5XRz//7BGI3wG6wbKd4DfDugrOIBpT61S+7m/Vu/la7vbDSVuVyYGbI2G+Vp12//gsNNDe14EBEqcLsoiQZ6fuwT5xwWYwF4urvgf9479KACXF2m2WqXU6GIHqrf2oKgAt+64/g4m3/il2/p7XhFZ3Ivi24wx9UnbC+3vWVjDIH8BvInVqfFhrA/cOcBNIlJtjBmID9BHYw29BDi73RzVV0Tkv1gBSwnwKeAvnRwnAHzIGPNO0r7HRaQSa83YXOB04F4AO7nTqs4aJSJXY/VSA/zCGHN/T1+QWGuO/Rbw27t+2dO6qnfsQLXH11nTziqyJhX1+zrr9mQieaS26157vwP4E1ZM9TpwkjEmOd3/KyLyJ6yh8UuAX4vIo8aYYJrTOIBzjDEv29svDeRrONBpUKvUfm5FY9pVF3rEGY8Sc1h/BrJE+JLHzblb7yAzWMGmqZfgdx6F68ynCH3wG36SUcLF0xfgdnpYlJE9UM1XSqkRzx5yfEsvq92y4/o7nhqAocjv9qLs2cDDkJirl2PvfwM4xRhTm1R2pYj8DeuDcxFwq4j82xhT1c/2jk16vKX9k8aYShH5HjANK7jtzB3tAtpWv8MKagHm9aRB9nzb1sDnBeBrPamX5CaseZJgrV37+17WVz1gDznu9XXWtLPqqf4ORe7k5pETKAQOAz6PNfwd4F5jTOt1eSpW0jCAy9sFtAAYY+pF5EtY88GLgXNJfzNnTVJAq3pJg1ql9jPN0Qir6qpwiLA4r4gjM3N5qK6yQ7nO5ss6TAyXiREVJzGHC2c8gtPhpkCcTNr1Twp2PQzA/Oq3aZ58DAWFM8k42vofs7QH7atvCtMSijG20N99YaWU2j98AVJmefSEAFfZdYfDTmC6/fVBu4AWAGPMBhH5CvBnrCVtLgV+1s/zbkh6/E8RucYY81678/6uB8d5Kt1OY8x2EYlifYYtSFcmmYhMxpov6wL2AJ8wxkS7rpVS/2u0BdFNwPnGmHBP66teGc7rrKc3jx60z9fqFPt7dfv3eTuvYCW6ysYaMZAuqH2rh21QaeicWqX2M0/u3cX6xjrWNtTyTEUZnysu5dy8MSllTNzA72oJ/K4KE0sNbePiJOzwEBcrC23M4cYYw854lCuKP8rBh9zPKzmLkHgYV7jDZ6AuPfziLsad/SCl5zzE13/dm84FpZQamewsxxf3sfoldv0+M8ZIL74eTqoXN8ZsNcY8bYwp7+IU9wOtiRKO7U9b7fO+S9vc1WOB1SKyWUR+JSKni0hGp5VTdZWIKWR/77Jzxj7Xw1g90RHg48aYih6eHxH5DvBTe7O1/tqe1lc9Z2c57vN1ZtcfaFGghrbe+WONMecYYwJJZRbZ3wtFxHT2hTUTrHWY21TS29PJftUDGtQqtR8xxlAXCSW2a8LW453h1KkZmTG4IrqTk6oq8dR1vkLBlEicp8tCrNoR5gdVERChxp3HddO/ytbiY2gunE84HuPJvTv5646NvFxVjjGdp5e64Z73CUWsFFW3/GMd+2rTTRlRSqn9ynw6JqvpqSx6OER2uBhjIrT1rk4aoMN+HGuZnFbTsXrSHgGqROQBO7lOVxp7cJ7uevXuARbbj79ijHmlB8dELL8AbrR3RYBPGmOe6El91SfDep11cpPIbYwpNMYsMsZcboxZmaZqYZp93cnrZH9P3vOqExrUKrUfERFmZLVli5+ZbT1empmNHyFHHOSJg4vz8lly6hSunVbNSW/tTaw3294X6mJMiFp/CD7eFGdx0ApI93kKOH7at/h7bSUf1NdQ1tJMMB5jfWMdOwKd/80tyG5LPuX3OvF7dU1SpdR+r79JBPaHJAStPU/ugTiYMabKGHMGVkD5Y6wlhVr5seYUvmQP7R0UIvIt4BP25l+MMb/qYT0XVhKga+xdIeBcY8xDA99KlWR/vc5aP+ispvvs261fnWX97mpRCtUNnVOr1H7mmKJxTMvMwSHCeH8mAD8YP531zY2c5vYlyoULrPwg8al+kPQ3s8OSfjtmD00ucXmItQuI228n+93XlnHFLW9Q0xDiB59dRHbGgHw+Ukqp4dTf3pNh6X0RkbnAXKw1aX9vjOl82I6VvAastWsHjDFmNdaH/W+JyATgZOBjwEewell/LCIPGWM2d3GYXhORU2nrZV0NXN7Dem7gn8BZ9q4m4CxjzDMD2T6V1n55nQGt87T8xphVw9QGhQa1Su13RIQJGakjdFwilMUilDmcTHC6iRuDbNtNxOUkXJpt9dTaga0zGiPmsoLWX+S5mBKJMDli+Hu2k7XetsEbmQ4nR2flMsblpqyliZpwiIn+LKZk5tCZGROyWXHb8YPwqpVSatiswQpu+jI0sonUXsqhdBnWepkAL9NJpmERKcZaxxbg7f6e1O7pnAFkGWMSiW+MMWXA3cDdInIVcCfWQKGTgAELakVkFvA3+9i1wMeMMd0urm4v23M3bQFtDfARY8wbnVZSA2l/vc7WAsuAGSKSZ4ypS1fIvmHybawEbu9qADzwdPixUvu5l5rqOGbD25SFQ9zZVMsfmuu4tamGTbMn8dWT53P4vnt4ftVnePOt8/nuW/fz1X++TUlNMwCVLuHCcR6OnuTlzvzUe1zN8Rj/qN2H3+ni7NJpfHrKbE4aOxFnJ72+Sil1IJp845eagPv6WP3Pdv3h8GLS4/O6KJeccfbfA3DeR4F1QFfDdZ9MeuzrtFQviUgO8B+sNWwNcJExZmsPq3+dtkRFVcCHNaAdOlmTivp1ndn1h8MK+7sD+GwX5c4HbgD+iDX8Xg0wDWqV2s99atta3m9pImDihIF10TDl8RjvFuWQ46hkcWADU0LlFEdr+VT0z/zmE3OpKMhMeyy/pP5JKHV7E4+don8ulFKj1p30fr6bAe4ahLb01OO0ZRC+RkQWtS8gIsuBb9qbLxtjXhig8wJMEJGrOynziaTH6dai7TURcWD10M6xd33XGPNYD+vOAb5vb0aAM+yh02po7Y/X2b+B1uziN4jIoe0L2MtKJWfR1nWOB4EOP1ZqPxY3hsZ423J7DiAOnJVXzNm5xVxZtwd3yvMGV+u0KkOHvJHFLg+fKRrHM421HJmZywUFJYP+GpRSaqSbfOOX1uy4/o7rgFt7Ue26yTd+aU1/zy0ii3tZpdIYs9sYE7KDyoeATOBFEfkZ8AzgBU4HrgY8WMN0L+tvW21/BL4GjAduF5HD7DbsAUqAM4FP22VfM8Y8P0Dn/SFwmv34MeBeeyiyj847cTYbY5qA72D9TMAKjIM9+Lm31lUDJGtS0ZqmnVW9vs6yJhX1+zrrK/s6+xxWZu8s4AUR+RXWzZ0ocBjW9dC69uKNxpgdw9LYA5wGtUrtxxwifH/8NL6zewsOhF9MmMlH84vJdrr4XeVuAq4Mbpp8Ob/d+ANyok08knEl0yomkV8QYXNGxylGERPn2pJJ/H979x67d3XXAfz9KRQKvQwLOGrLTXTrZIiDDMyUjZGhizoD4+ImYxDjULJEmRkazVQ0JBriwKExm5dFNnepXHTiZRrdNBp2wYnRSMggXQot5a7cFCj0+MfzffZ7+uvv19/z9PJ7+m1fr+Sb53wv53tOmzxJ3z3nOeeaV++tXR0ADgwnXv8zN2360M1J8uHseiuZlkGgvWkvNT3ppt8fSXJNkrTWPldVV2UwArYyya93x6iHk1zUWrtvD/uZrs1nqurCDILl0RlM6Z1r/9H/zGDRqL3lspHyDyV5aIw6b62qu7PjyPEV3bFg3czsx8tesuKEY2567sEnkjG/ZytOOGZvfc92W2vtr6rqsgx+k31Ekg92x2wfyeA/X9gHzCeEnrv62HXZ+Prvy8bT3pT3HLMmKw8Z/F/VdVsHPyO6e9Xrc8aZG/Las+/MB777Hbln3bO5+pS1Wb5k5+12li6p/MHjWxa1/wB90QXV0zKY7jh7lO657vppezHQ7rHW2h9m0OePZrAg0wtJnskgLP9yklNba1/ey21+NYN9Q6/PYPGpZzIYtXosg5Hin0pyZmtt67wvWTyvy2C0mv1EF1QX/J7tD4F2qLX2mQwWSLshgxW3n8lgqvHmJBuSvKW1dk1ru9hCgj1SB+PfbVVtXrt27drNmzcv/DD01Hf915fy8LaX5rx3/srV+a1135mvPP90Tj9iRT72xJZ8/MmZf1vcecrpOWflUYvUU4DJrVu3Llu2bNnSWls3jfY3fejmFRkEt5UZbCdy7xQXhYID0nMPPrHT92yKi0KxHzP9GA5Qt5x0an5+8wN5sW3PvS88v8O9kw5flhO7I0kOX7LjpI0t215ctH4C9FEXYK2OC/tQF2B9z1iQUAsHqDcuX5UvvvaMJMmnnnwkNz/2YJ7dvj3nr1yd69Z8+w7PXnH0mmx46tE89crLWb/syLx91dHT6DIAAExMqIWDwGVHH5fLjj5u3vvrly3Pv73urGx66YW8ZtmROWKO39sCAMD+SKgFkiRHHbo0Rx26dNrdAACAiVj9GAAAgN4SagEAAOgtoRYAAIDeEmoBAADoLaEWAACA3hJqAQAA6C2hFgAAgN4SagEAAOgtoRYAAIDeEmoBAADoLaEWAACA3hJqAQAA6C2hFgAAgN4SagEAAOgtoRYAAIDeEmoBAADoLaEWAACA3qrW2rT7sOiq6qUlS5YsXbNmzbS7AgDshq1bt2b79u3bWmuHTbsvAEzXwRpqn0+yNMlj0+4LALBbvjXJttba8ml3BIDpOihDLQAAAAcGv6kFAACgt4RaAAAAekuoBQAAoLeEWgAAAHpLqAUAAKC3hFoAAAB6S6gFAACgt4RaAAAAekuoBQAAoLeEWgAAAHpLqAUAAKC3hFoAAAB6S6gFAACgt4RaAAAAekuoBQAAoLeEWuCbquq6qmrdcd2EdYf12qzr547e645LJnz3uqraPl8bC9T9kVltnzdB3evm6Pvs45Wqer6qHqyqz1fVtVW1epI/30h7N3Tv/O3dqQ8AcDASaoFpuGjC5y9JUrvZ1hWzzq/azffMZ0mSI5Mcn+QHk9yQZGNVXTDJS6rq3CQ/t5f7BgBwwDt02h0ADko/XFXLWmsvjPn8pbvTSFV9S5J3dKePJnl1kgur6pjW2hMTvm5Dks/O1UySZUm+LcnlSU5P8qokt1XVm1trd43RzzOS3JHkkAn7BABw0BNqgcX0bJKVSVYk+YEkf7FQhao6PsnZ3en2TDbD5N1JDu/K1yf5nSSHZTB6++EJ3pMk97XW/nxXD1TVjUk+nuTKDALq7yY5Y4E6Fyb54ySrJuwPAAAx/RhYXH+dQTBNxp+CPJx6/HiSeydsbzj1+LEkv5/kv7vzn5zwPWNprbUk70/yVHfpDVV1+lzPVtWKqropgxFagRYAYDcJtcBieiTJP3flH62qpWPUGU49viPJK+M2VFXrk5zVnd7ZWnspyZ915+ur6s3jvmsSrbX/zSC8D71xjr69K8n9Sa7pLj2XyUeOAQCIUAssvtu6z6OS7HIl4qo6ITNTj/90wnauHCkPw+ynRq69b8L3TWLzSPnYOe7/dJLjuvJdSc5M8pf7sD8AAAcsoRZYbLdn/CnIw61/Hk3yT+M2UFVLkrynO30yyd915X/MTOC8uFtIal84aqT89DzPPJRB8D6ntfb1fdQPAIADnlALLKrW2tYMRieT5IKq2tWKv8Opx7e31saeepzkbUnWduUNrbVtXdvbMzNauyzJeyd451iqqrLjCPTX5njsl5Kc0lq7pesTAAC7SagFpuHW7vPYJOfM9UBVnZiZ38RumPD9V46U/2TWvU+MlPfFFOSfTfKarvxAkrtnP9Bau2sYtAEA2DNCLTANtydpXXm+KcjDUdqHk/zLuC+uqlVJLuhOH2itfWn0fmvt3syMnp5aVW8a993ztHdIVR1TVedV1SeS3DRy+1ojsQAA+5ZQCyy61tqWJMOweWE3ZXe24e9pb5swGF6a5IiuPHuUduiTI+VxR2t/tara7CPJyxlsN/QPSS7vnm1JfnGhfW0BANhzQi0wLcMpyGuTfO/ojao6KTNb4Uy66vEVI+X5Qu2nMwijSXJpVb1qwjbm82wGo9DntNZ+cy+9EwCAXTh02h0A9isvj5TnGj2dU7fa8NC4CzrdnuTGrp2LMjNym8xMPd6cmUWlxunHKUm+vzt9Ksklcw8CJ0m2Jjk+yZFJLkvyewu8fkOSz85xfVsGYfbRJPebbgwAsLiEWmDUCyPlwyaot3yk/H/jVGitPVRVX8lglPadST44cnsYam9trbWdKs9vdJR2dZLfGLPe+7JwqL3PdGIAgP2P6cfAqMdHyqsnqDf67OPzPrWz27rPk6vqjCSpqpOTnNldH3vqcfe73MsXfHBu31NVZy38GAAA+xuhFhj1jZHyyRPUWz9S3jhBvdtGysNVkIcLRG1qrX15gnedm+Skrvz3rbVa6EjysZH6+2J7HwAA9jGhFhh1T2Z+V3t2VR0+Zr3zRspfHbex1tqmkeff2X1e3H3eunONXRqdevzpMevcMlJ+V1WtnLBNAACmTKgFvqm19mySL3anq5J8YKE63crB7x25dMeEzQ5Ha9dX1fmZWfV4w7gvqKrlmRnpfXHcPnR72H69O12R5N3jtgkAwP5BqAVmG92K5teq6ifme7CqVmcwonpcd+nzrbV/nbC90SnIw8WaNk74noszCKVJ8jettacnqDs6WnvVBPUAANgPCLXADlprX0hyQ3d6WJI/qqr/qKpfqaorqurHqur9VXVLkk1Jzu+e3Zhk3gC8i/a+keRr3el3dJ97sjftZyas+8kkw214zqyqN0xYHwCAKbKlD7CT1tovVNWjSa5PckSS07pjPn+b5MrW2iO72eStmVnxOJls1eMTM1gkKkmeS3LnJA13Wwt9IcnbuktXJbl6kncAADA9RmqBObXWbkxyYpJrMwitD2Wwj+0rSf4nyb8n+WiSt7TW3r4HgTbZcVGo+1tr90xQ9/Ik1ZU/11oba5/cWUanIP949xtdAAB6oFpr0+4DAAAA7BYjtQAAAPSWUAsAAEBvCbUAAAD0llALAABAbwm1AAAA9JZQCwAAQG8JtQAAAPSWUAsAAEBvCbUAAAD0llALAABAbwm1AAAA9JZQCwAAQG8JtQAAAPSWUAsAAEBvCbUAAAD0llALAABAbwm1AAAA9JZQCwAAQG8JtQAAAPSWUAsAAEBvCbUAAAD01v8D5gNdSzk7I2AAAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "image/png": { "height": 300, "width": 474 } }, "output_type": "display_data" } ], "source": [ "sc.pl.umap(atac, color=\"cell_type\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Construct prior regulatory graph\n", "\n", "> Estimated time: ~2 min\n", "\n", "Next, we need to construct the guidance graph, which will be utilized by GLUE to orient the multi-omics alignment. The graph should contain omics features as nodes (e.g., genes for scRNA-seq, and peaks for scATAC-seq), and prior regulatory interactions as edges.\n", "\n", "GLUE accepts guidance graph in the form of [networkx](https://networkx.org/) graph objects (see this [introduction](https://networkx.org/documentation/stable/reference/introduction.html) if you are unfamilar). So, in principle, you can manually construct the guidance graph tailored to your need, as long as the graph complies to the following standards:\n", "\n", "* The [graph nodes](https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.nodes.html) should cover all [omics features](https://anndata.readthedocs.io/en/latest/anndata.AnnData.var_names.html) in the datasets to be integrated.\n", "* The [graph edges](https://networkx.org/documentation/stable/reference/classes/generated/networkx.Graph.edges.html) should contain \"weight\" and \"sign\" as edge attributes. Weights should have range (0, 1], and signs should take values of either 1 or -1.\n", "* The graph should contain a self-loop for each node, with weight = 1, and sign = 1.\n", "* It is recommended to use undirected graphs ([Graph](https://networkx.org/documentation/stable/reference/classes/graph.html), [MultiGraph](https://networkx.org/documentation/stable/reference/classes/multigraph.html)), or symmetric directed graphs ([DiGraph](https://networkx.org/documentation/stable/reference/classes/digraph.html), [MultiDiGraph](https://networkx.org/documentation/stable/reference/classes/multidigraph.html)).\n", "\n", "Below, we show how to construct a guidance graph for scRNA-seq and scATAC-seq integration, using builtin functions in `scglue`.\n", "\n", "### Obtain genomic coordinates\n", "\n", "The most commonly used prior information linking ATAC peaks with genes is genomic proximity. To do so, we need the genomic coordinates for peaks and genes, and store them as feature meta data in the [var](https://anndata.readthedocs.io/en/latest/anndata.AnnData.var.html#anndata.AnnData.var) slot.\n", "\n", "For typical scRNA-seq datasets, only the gene names/IDs are stored, but not their coordinates, as is the case here:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "text/html": [ "
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highly_variablehighly_variable_rankmeansvariancesvariances_normmeanstd
genes
0610005C13RikFalseNaN0.0014150.0014130.9589180.0008320.024802
0610009B22RikTrue1528.00.0173010.0222281.1260130.0102830.091634
0610009E02RikFalseNaN0.0147990.0171931.0234110.0081820.076223
0610009L18RikFalseNaN0.0165400.0204031.0827350.0098490.088678
0610010F05RikFalseNaN0.1575630.1971761.0042440.0864930.245927
\n", "
" ], "text/plain": [ " highly_variable highly_variable_rank means variances \\\n", "genes \n", "0610005C13Rik False NaN 0.001415 0.001413 \n", "0610009B22Rik True 1528.0 0.017301 0.022228 \n", "0610009E02Rik False NaN 0.014799 0.017193 \n", "0610009L18Rik False NaN 0.016540 0.020403 \n", "0610010F05Rik False NaN 0.157563 0.197176 \n", "\n", " variances_norm mean std \n", "genes \n", "0610005C13Rik 0.958918 0.000832 0.024802 \n", "0610009B22Rik 1.126013 0.010283 0.091634 \n", "0610009E02Rik 1.023411 0.008182 0.076223 \n", "0610009L18Rik 1.082735 0.009849 0.088678 \n", "0610010F05Rik 1.004244 0.086493 0.245927 " ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "rna.var.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So, we provide a utility function [scglue.data.get_gene_annotation](api/scglue.data.get_gene_annotation.rst) to supplement the coordinate information from GTF files. The following usage assumes that the `rna.var_names` correspond to \"gene_name\" attribute in the GTF file. For other cases, please check the [function documentation](api/scglue.data.get_gene_annotation.rst).\n", "\n", "The GTF file used here can be downloaded from [GENCODE](ftp://ftp.ebi.ac.uk/pub/databases/gencode/Gencode_mouse/release_M25/gencode.vM25.chr_patch_hapl_scaff.annotation.gtf.gz)." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "text/html": [ "
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chromchromStartchromEnd
genes
0610005C13Rikchr74556779345575327
0610009B22Rikchr115168538551688874
0610009E02Rikchr22644569526459390
0610009L18Rikchr11120348677120351190
0610010F05Rikchr112356496023633639
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" ], "text/plain": [ " chrom chromStart chromEnd\n", "genes \n", "0610005C13Rik chr7 45567793 45575327\n", "0610009B22Rik chr11 51685385 51688874\n", "0610009E02Rik chr2 26445695 26459390\n", "0610009L18Rik chr11 120348677 120351190\n", "0610010F05Rik chr11 23564960 23633639" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "scglue.data.get_gene_annotation(\n", " rna, gtf=\"gencode.vM25.chr_patch_hapl_scaff.annotation.gtf.gz\",\n", " gtf_by=\"gene_name\"\n", ")\n", "rna.var.loc[:, [\"chrom\", \"chromStart\", \"chromEnd\"]].head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the coordinates have column names \"chrom\", \"chromStart\" and \"chromEnd\", corresponding to the first three columns of the [BED format](https://genome.ucsc.edu/FAQ/FAQformat.html#format1). These exact column names are required. Alternative names like \"chr\", \"start\", \"end\" are **NOT** recognized.\n", "\n", "For the scATAC-seq data, the coordinates are already in `var_names`. We just need to extract them." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "text/plain": [ "Index(['chr1:3005833-3005982', 'chr1:3094772-3095489', 'chr1:3119556-3120739',\n", " 'chr1:3121334-3121696', 'chr1:3134637-3135032'],\n", " dtype='object', name='peaks')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "atac.var_names[:5]" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "text/html": [ "
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chromchromStartchromEnd
peaks
chr1:3005833-3005982chr130058333005982
chr1:3094772-3095489chr130947723095489
chr1:3119556-3120739chr131195563120739
chr1:3121334-3121696chr131213343121696
chr1:3134637-3135032chr131346373135032
\n", "
" ], "text/plain": [ " chrom chromStart chromEnd\n", "peaks \n", "chr1:3005833-3005982 chr1 3005833 3005982\n", "chr1:3094772-3095489 chr1 3094772 3095489\n", "chr1:3119556-3120739 chr1 3119556 3120739\n", "chr1:3121334-3121696 chr1 3121334 3121696\n", "chr1:3134637-3135032 chr1 3134637 3135032" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "split = atac.var_names.str.split(r\"[:-]\")\n", "atac.var[\"chrom\"] = split.map(lambda x: x[0])\n", "atac.var[\"chromStart\"] = split.map(lambda x: x[1]).astype(int)\n", "atac.var[\"chromEnd\"] = split.map(lambda x: x[2]).astype(int)\n", "atac.var.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Graph construction\n", "\n", "Now that we have the genomic coordinates for all omics features, we can use the [scglue.genomics.rna_anchored_guidance_graph](api/scglue.genomics.rna_anchored_guidance_graph.rst) function to construct the guidance graph.\n", "\n", "By default, an ATAC peak is connected to a gene if they overlap in either the gene body or promoter region. See the [function documentation](api/scglue.genomics.rna_anchored_guidance_graph.rst) for adjustable settings." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "832d71eacf1b4ef8a53fd51c30dfd927", "version_major": 2, "version_minor": 0 }, "text/plain": [ "window_graph: 0%| | 0/28930 [00:00" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "guidance = scglue.genomics.rna_anchored_guidance_graph(rna, atac)\n", "guidance" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can verify that the obtained guidance graph complies to all of the previous standards using the [scglue.graph.check_graph](api/scglue.graph.check_graph.rst) function." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[INFO] check_graph: Checking variable coverage...\n", "[INFO] check_graph: Checking edge attributes...\n", "[INFO] check_graph: Checking self-loops...\n", "[INFO] check_graph: Checking graph symmetry...\n", "[INFO] check_graph: All checks passed!\n" ] } ], "source": [ "scglue.graph.check_graph(guidance, [rna, atac])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the meantime, note that highly variable features have been propagated to the ATAC domain, by marking peaks reachable from the highly variable genes in the guidance graph:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
chromchromStartchromEndhighly_variable
peaks
chr1:3005833-3005982chr130058333005982False
chr1:3094772-3095489chr130947723095489False
chr1:3119556-3120739chr131195563120739False
chr1:3121334-3121696chr131213343121696False
chr1:3134637-3135032chr131346373135032False
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" ], "text/plain": [ " chrom chromStart chromEnd highly_variable\n", "peaks \n", "chr1:3005833-3005982 chr1 3005833 3005982 False\n", "chr1:3094772-3095489 chr1 3094772 3095489 False\n", "chr1:3119556-3120739 chr1 3119556 3120739 False\n", "chr1:3121334-3121696 chr1 3121334 3121696 False\n", "chr1:3134637-3135032 chr1 3134637 3135032 False" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "atac.var.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If the [rna_anchored_guidance_graph](api/scglue.genomics.rna_anchored_guidance_graph.rst) function doesn't meet the need (e.g., if you want to incorporate experimental regulatory evidences), you may need to construct the guidance graph manually. We also provide some lower-level utilities like to help (e.g., [scglue.genomics.window_graph](api/scglue.genomics.window_graph.rst), [scglue.graph.compose_multigraph](api/scglue.graph.compose_multigraph.rst), [scglue.graph.reachable_vertices](api/scglue.graph.reachable_vertices.rst)). Please refer to our [case study](https://github.com/gao-lab/GLUE/tree/master/experiments/RegInf/s01_preprocessing.ipynb) for an example, where we combined genomic proximity with pcHi-C and eQTL evidences to construct a hybrid prior regulatory graph.\n", "\n", "## Save preprocessed data files\n", "\n", "Finally, we save the preprocessed data, for use in [stage 2](training.ipynb)." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "vscode": { "languageId": "python" } }, "outputs": [], "source": [ "rna.write(\"rna-pp.h5ad\", compression=\"gzip\")\n", "atac.write(\"atac-pp.h5ad\", compression=\"gzip\")\n", "nx.write_graphml(guidance, \"guidance.graphml.gz\")" ] } ], "metadata": { "interpreter": { "hash": "7c3c9c0214cd22bc0ae22f7bfd09d2fc247c2b12cc3183b0f6677b50de6f4f9e" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.13" } }, "nbformat": 4, "nbformat_minor": 4 }