From 63cfbd0fc36bfcad9a6c8212547d710983a65d4f Mon Sep 17 00:00:00 2001 From: James Bristow Date: Sat, 3 Feb 2024 22:11:28 +1300 Subject: [PATCH] Adding notebooks --- bayesian_synthetic_control.ipynb | 11905 +++++++++++++++++++++++++++++ data/smoking.csv | 1210 +++ poetry.lock | 3165 ++++++++ pyproject.toml | 30 + synthetic_control.ipynb | 886 +++ 5 files changed, 17196 insertions(+) create mode 100644 bayesian_synthetic_control.ipynb create mode 100644 data/smoking.csv create mode 100644 poetry.lock create mode 100644 pyproject.toml create mode 100644 synthetic_control.ipynb diff --git a/bayesian_synthetic_control.ipynb b/bayesian_synthetic_control.ipynb new file mode 100644 index 0000000..f5ac741 --- /dev/null +++ b/bayesian_synthetic_control.ipynb @@ -0,0 +1,11905 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "7048c6e1-14f4-489b-ac9e-a723e000cc09", + "metadata": {}, + "source": [ + "# Source: https://juanitorduz.github.io/synthetic_control_pymc/" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "3f9b7452-c3df-47f8-93f5-6915ecc530d6", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jbris/.cache/pypoetry/virtualenvs/synthetic-control-pymc-DMxhroEE-py3.10/lib/python3.10/site-packages/pymc/sampling_jax.py:37: UserWarning: This module is experimental.\n", + " warnings.warn(\"This module is experimental.\")\n" + ] + } + ], + "source": [ + "import aesara.tensor as at\n", + "import arviz as az\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import pymc as pm\n", + "import pymc.sampling_jax\n", + "import seaborn as sns\n", + "\n", + "plt.style.use(\"bmh\")\n", + "plt.rcParams[\"figure.figsize\"] = [10, 6]\n", + "plt.rcParams[\"figure.dpi\"] = 100\n", + "plt.rcParams[\"figure.facecolor\"] = \"white\"\n", + "\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "%config InlineBackend.figure_format = \"retina\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "214037af-5de0-4c9b-a6a6-d854e085ea7b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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stateyearcigsalelnincomebeerage15to24retpricecaliforniaafter_treatment
01197089.800003NaNNaN0.17886239.599998FalseFalse
11197195.400002NaNNaN0.17992842.700001FalseFalse
211972101.0999989.498476NaN0.18099442.299999FalseFalse
311973102.9000029.550107NaN0.18206042.099998FalseFalse
411974108.1999979.537163NaN0.18312643.099998FalseFalse
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" + ], + "text/plain": [ + " state year cigsale lnincome beer age15to24 retprice california \\\n", + "0 1 1970 89.800003 NaN NaN 0.178862 39.599998 False \n", + "1 1 1971 95.400002 NaN NaN 0.179928 42.700001 False \n", + "2 1 1972 101.099998 9.498476 NaN 0.180994 42.299999 False \n", + "3 1 1973 102.900002 9.550107 NaN 0.182060 42.099998 False \n", + "4 1 1974 108.199997 9.537163 NaN 0.183126 43.099998 False \n", + "\n", + " after_treatment \n", + "0 False \n", + "1 False \n", + "2 False \n", + "3 False \n", + "4 False " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_path = \"https://raw.githubusercontent.com/matheusfacure/python-causality-handbook/master/causal-inference-for-the-brave-and-true/data/smoking.csv\"\n", + "\n", + "raw_data_df = pd.read_csv(data_path)\n", + "\n", + "raw_data_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "21e7951a-612d-49e7-802f-c65f06856e20", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 1209 entries, 0 to 1208\n", + "Data columns (total 6 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 state 1209 non-null int64 \n", + " 1 year 1209 non-null int64 \n", + " 2 cigsale 1209 non-null float64\n", + " 3 retprice 1209 non-null float64\n", + " 4 california 1209 non-null bool \n", + " 5 after_treatment 1209 non-null bool \n", + "dtypes: bool(2), float64(2), int64(2)\n", + "memory usage: 40.3 KB\n" + ] + } + ], + "source": [ + "# select relevant columns\n", + "df = raw_data_df.copy().drop(columns=[\"lnincome\", \"beer\", \"age15to24\"])\n", + "\n", + "df.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5efc33a9-6b1e-4708-9c4a-b2e257b0f1e7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 546, + "width": 848 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "\n", + "(\n", + " df.groupby([\"year\", \"california\"], as_index=False)\n", + " .agg({\"cigsale\": np.mean})\n", + " .pipe(\n", + " (sns.lineplot, \"data\"),\n", + " x=\"year\",\n", + " y=\"cigsale\",\n", + " hue=\"california\",\n", + " marker=\"o\",\n", + " ax=ax,\n", + " )\n", + ")\n", + "ax.axvline(\n", + " x=1988,\n", + " linestyle=\":\",\n", + " lw=2,\n", + " color=\"C2\",\n", + " label=\"Proposition 99\",\n", + ")\n", + "ax.legend(loc=\"upper right\")\n", + "ax.set(\n", + " title=\"Gap in per-capita cigarette sales (in packs)\",\n", + " ylabel=\"Cigarette Sales Trend\"\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "b44a77a5-fb82-4d6f-996c-76a002885894", + "metadata": {}, + "outputs": [], + "source": [ + "features = [\"cigsale\", \"retprice\"]\n", + "\n", + "pre_df = (\n", + " df\n", + " .query(\"~ after_treatment\")\n", + " .pivot(index='state', columns=\"year\", values=features)\n", + " .T\n", + ")\n", + "\n", + "post_df = (\n", + " df\n", + " .query(\"after_treatment\")\n", + " .pivot(index='state', columns=\"year\", values=features)\n", + " .T\n", + ")\n", + "\n", + "idx = 3\n", + "\n", + "y_pre = pre_df[idx].to_numpy()\n", + "x_pre = pre_df.drop(columns=idx).to_numpy()\n", + "pre_years = pre_df.reset_index(inplace=False).year.unique()\n", + "n_pre = pre_years.size\n", + "\n", + "y_post = post_df[idx].to_numpy()\n", + "x_post = post_df.drop(columns=idx).to_numpy()\n", + "post_years = post_df.reset_index(inplace=False).year.unique()\n", + "n_post = post_years.size\n", + "\n", + "k = pre_df.shape[1] - 1" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "1e348bc1-0917-4bb7-8cd5-d01f3592bec2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "%3\n", + "\n", + "\n", + "cluster38 x 38\n", + "\n", + "38 x 38\n", + "\n", + "\n", + "cluster38\n", + "\n", + "38\n", + "\n", + "\n", + "\n", + "x\n", + "\n", + "x\n", + "~\n", + "MutableData\n", + "\n", + "\n", + "\n", + "mu\n", + "\n", + "mu\n", + "~\n", + "Deterministic\n", + "\n", + "\n", + "\n", + "x->mu\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "y\n", + "\n", + "y\n", + "~\n", + "MutableData\n", + "\n", + "\n", + "\n", + "likelihood\n", + "\n", + "likelihood\n", + "~\n", + "Normal\n", + "\n", + "\n", + "\n", + "mu->likelihood\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "likelihood->y\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "beta\n", + "\n", + "beta\n", + "~\n", + "Dirichlet\n", + "\n", + "\n", + "\n", + "beta->mu\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "sigma\n", + "\n", + "sigma\n", + "~\n", + "HalfNormal\n", + "\n", + "\n", + "\n", + "sigma->likelihood\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "with pm.Model() as model:\n", + " x = pm.MutableData(name=\"x\", value=x_pre)\n", + " y = pm.MutableData(name=\"y\", value=y_pre)\n", + " beta = pm.Dirichlet(name=\"beta\", a=(1 / k) * np.ones(k))\n", + " sigma = pm.HalfNormal(name=\"sigma\", sigma=5)\n", + " mu = pm.Deterministic(name=\"mu\", var=pm.math.dot(x, beta))\n", + " likelihood = pm.Normal(name=\"likelihood\", mu=mu, sigma=sigma, observed=y)\n", + "\n", + "pm.model_to_graphviz(model)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "1a1b001d-1d77-4f99-beaa-785c42fc50fc", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/jbris/.cache/pypoetry/virtualenvs/synthetic-control-pymc-DMxhroEE-py3.10/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Compiling...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "No GPU/TPU found, falling back to CPU. (Set TF_CPP_MIN_LOG_LEVEL=0 and rerun for more info.)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Compilation time = 0:00:02.265138\n", + "Sampling...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Compiling.. : 0%| | 0/5000 [00:00\n", + " /* Turns off some styling */\n", + " progress {\n", + " /* gets rid of default border in Firefox and Opera. */\n", + " border: none;\n", + " /* Needs to be in here for Safari polyfill so background images work as expected. */\n", + " background-size: auto;\n", + " }\n", + " progress:not([value]), progress:not([value])::-webkit-progress-bar {\n", + " background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n", + " }\n", + " .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n", + " background: #F44336;\n", + " }\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 669, + "width": 568 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " idata = pm.sampling_jax.sample_numpyro_nuts(draws=4000, chains=4)\n", + " posterior_predictive_pre = pm.sample_posterior_predictive(trace=idata)\n", + "\n", + "az.plot_forest(data=idata, combined=True, var_names=[\"beta\"]);" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "f204a0b8-dc1c-4a57-867f-534b8fbacbd4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-5.55111512e-16, -4.44089210e-16, -3.33066907e-16, -2.22044605e-16,\n", + " -1.11022302e-16, 0.00000000e+00, 2.22044605e-16, 4.44089210e-16])" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(\n", + " idata\n", + " .posterior[\"beta\"]\n", + " .stack(samples=(\"chain\", \"draw\"))\n", + " .sum(axis=0)\n", + " .to_numpy()\n", + " - 1\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "0d3982e2-e270-43db-88a5-3c878ddde694", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Sampling: [likelihood]\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 546, + "width": 848 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " pm.set_data(new_data={\"x\": x_post, \"y\": y_post})\n", + " posterior_predictive_post = pm.sample_posterior_predictive(\n", + " trace=idata, var_names=[\"likelihood\"]\n", + " )\n", + "\n", + "pre_posterior_mean = (\n", + " posterior_predictive_pre.posterior_predictive[\"likelihood\"][:, :, :n_pre]\n", + " .stack(samples=(\"chain\", \"draw\"))\n", + " .mean(axis=1)\n", + ")\n", + "\n", + "post_posterior_mean = (\n", + " posterior_predictive_post.posterior_predictive[\"likelihood\"][:, :, :n_post]\n", + " .stack(samples=(\"chain\", \"draw\"))\n", + " .mean(axis=1)\n", + ")\n", + "\n", + "\n", + "fig, ax = plt.subplots()\n", + "\n", + "(\n", + " df.groupby([\"year\", \"california\"], as_index=False)\n", + " .agg({\"cigsale\": np.mean})\n", + " .assign(\n", + " california=lambda x: x.california.map(\n", + " {True: \"is_california\", False: \"is_not_california\"}\n", + " )\n", + " )\n", + " .pipe(\n", + " (sns.lineplot, \"data\"),\n", + " x=\"year\",\n", + " y=\"cigsale\",\n", + " hue=\"california\",\n", + " alpha=0.5,\n", + " ax=ax,\n", + " )\n", + ")\n", + "ax.axvline(\n", + " x=1988,\n", + " linestyle=\":\",\n", + " lw=2,\n", + " color=\"C2\",\n", + " label=\"Proposition 99\",\n", + ")\n", + "sns.lineplot(\n", + " x=pre_years,\n", + " y=pre_posterior_mean,\n", + " color=\"C1\",\n", + " marker=\"o\",\n", + " label=\"pre-treatment posterior predictive mean\",\n", + " ax=ax,\n", + ")\n", + "sns.lineplot(\n", + " x=post_years,\n", + " y=post_posterior_mean,\n", + " color=\"C2\",\n", + " marker=\"o\",\n", + " label=\"post-treatment posterior predictive mean\",\n", + " ax=ax,\n", + ")\n", + "az.plot_hdi(\n", + " x=pre_years,\n", + " y=posterior_predictive_pre.posterior_predictive[\"likelihood\"][:, :, :n_pre],\n", + " smooth=True,\n", + " color=\"C1\",\n", + " fill_kwargs={\"label\": \"pre-treatment posterior predictive (94% HDI)\"},\n", + " ax=ax,\n", + ")\n", + "az.plot_hdi(\n", + " x=post_years,\n", + " y=posterior_predictive_post.posterior_predictive[\"likelihood\"][:, :, :n_post],\n", + " smooth=True,\n", + " color=\"C2\",\n", + " fill_kwargs={\"label\": \"post-treatment posterior predictive (94% HDI)\"},\n", + " ax=ax,\n", + ")\n", + "ax.legend(loc=\"lower left\")\n", + "ax.set(\n", + " title=\"Gap in per-capita cigarette sales (in packs)\", ylabel=\"Cigarette Sales Trend\"\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "d5493ebb-5915-49be-9ea0-aec24b1032ce", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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sxo5hHnlxJwxYPp9PJSUlkqTi4mKmUuxEOBjUprsekGmacudlH3X9QF2D9j72ohQKd7hv0JfOVcroYf1RpuUFG71q2VeuzFOKNfQrl8mVnRHvkgBLa606pPo1m1Sz9DO1HKiSJLnzs+XISKPB0gNmKCT/wVoFauplS05S2sTRyp59stKLx9LQAwAAAAAAJzS/36/S0lJJ0pw5c+TxHP9AAlp/QA+Ew2EFAgHZe/kGrjMzXZnTT1LdqvUd7jv00UoljxjCtUs64UhLUfKoItV9WqpgY5OGfuUyJQ8fEu+yYAHtWXU6nbINsOnojmSGQmrault1q9arbs0mBWrr27LF6KheM+x2uQty5crPUbDRq4a1m9SwdpOShg1WzhmnKGP6SUzz10tkFbAGsgokPnIKWANZBayBrMZO3BpTW7Zs0Xvvvac1a9bo4MGDamxsVDjccVTJkQzD0Pvvvx+DCoF/aW5u1po1azRl8uReb5t12lQ1btiuUHNL1O2B2gbVr9mkzFOK+6rME4rd426bCnHHPu166BkNufpCZUw/idEd6FZ7VqdNm6bU1IHZKAg0NKlh3WbVLFsj7859MgMBuXKylDph1IC7dlRfMwxDzvRUOdNTFWr1y1dRrb1PvCzPO0uUPWe6smZOkTs/J95lWgJZRSIxw2EFG5rkr21QoKZO/kP1CnqbFWxoUrChSYFGr8KtfikclmmakmlKhiG72yV7skc2j1uO5GQ5stLkTE2RIy1F9tRkOTPS5MrOlC3JbdnfX8gqkPjIKWANZBWwBrIaOzFvTO3cuVP/9m//dkzNJdM0LftHHQYum9ul7DNOUfW7SzrcV7tsjdImjuE6Sl2wOR1KGTdCLXvKtOfRFzWoqkZ5550uG/O8AlFM01Tz7gOqX71BtSvXyV9dK8PllHtQrhzJSfEu74Rkd7uUPHyIzFBIrZWHVPbiOzq4aLkyT52i7NknK2lYIb+zAAkq2OSVr6xavvIqtewtl3fHXgUamhRu8SnsD/xrRbtNNqdDhsMhw26TZEiGIcNoO+8Gm5plVoWkUFhmMKRwKCTDkGQakiHZPG7Zk9xyZqbLM7hAnsJcufNz5M7LlisvW3aPO15PAQAAAADEVUzf3V2zZo3mzZunxsZG9eTSVu1v6HAZLFhd2kljVL96o/zVNVG3h1v9qln6mfLOPT1OlSU+wzCUPGKIWqsOqeyFd+SrPKghV14gR1pKvEsD4i7obVbD+q2qXblO3m27FfS2yJmVoZQxw2U4mCY0Fgy7XZ7B+XIX5sl/sFZV73ysmqWrlTF9knLmTG/7t6BBBcRVOBiUb3+FvDv3q3HTDjXv2q9gk1dmICjDZpM9JUn25CQ5s9Jlc7v6JLNmKKyQr1Vhn0+tVYfUvOdA5JqjtiS3HCnJ8hTmKXn0MCUNzpenMF+u/Gw+fAMAAABgQIjZXz6BQEBXXHGFGhoaJEkXXXSRFixYoGeeeUYvv/yyDMPQBx98oMbGRu3Zs0eLFy/WK6+8Ir/fr9TUVP32t7/VuHHjYlUu0KcMm025Z52msmff6nBfw7otSp82Ue7crDhUZh3u/BzZkzw69NFKtVYc1NDrLlbyiKHxLguIOdM01bLngOrXblbtinVqrTrYdg2k/Bx5ihilEy+GYbSNgsjNUrCuUYc+/kR1n6xX+uRxyv3CTKWOH8lUikAMhQNBeXfsVeOmHWpYu1mt1TUKtfhkczrlzExT0tBBsrld/XZ8w26TIyVJSoketWqG2xpWIW+LmrbuVsP6LZKMtsZYZppSRg9T8sih8gwpUNLgAkbVAwAAADghxawx9eSTT2r37t0yDEM33nijHnvsMUnS4sWLI+uceeaZke+/+c1vqqysTLfddpvefPNNfe9739Pbb7+tWbNmxapkoE8lFRW2XTNp2+7oO0xThxatUOFVF/CG8lE40lLansPtu7XzjwtV+KXzlD17Gm/2YkAINDSpsXSbaleuU9P2PQo1t8iZmabkUcNkc/IJ+0RhGIacWelyZqUr0NCkulWlali7pa1BddastgYV53qgX7Q37hs2bFfdJ6XylVcr7PfLkZbSNnVesifu+TNsNjmSk9qmWc3Lbqs7HFao2adgo1c1JZ/p0OJVMlwuOTNSlTxyqFJGD1NSUaGSigbJkZIc1/oBAAAAoC8YZozmybviiiv08ssvy+l06sCBA8rNzZUk3X777frjH/8owzAUCoU6bBcOh3XFFVfo1Vdf1bBhw7R27VplZGTEouQBx+fzqaSkRJJUXFwsl6v/PkVqNaZptn2FQtp89+9lmqbcn7+Z0BuBugbtfezFyFQuhxv0pXOVMnpYX5R7wjNNU74DlQr7WpV71iwNuuws3qiBpH9l1TCMuL/52BfCgaC82/eoft0W1a/eoNbqWtmdDrnyc2RPTT4hHuNAEGz0yldWJZvbqfQp45V31myljB3YU/ydaFlFfB0+rWnT1t0KeZvbmlG5WbInWW/EkWmaCrf6FWxoUrDBq3AwIJvDIUd6qpJHDFHq2JFKKhqkpGGF/f77D1kFEh85BayBrALWQFY75/f7VVpaKkmaM2eOPJ7j/zsrZh+xXr16tQzD0MyZMyNNqZ6w2Wz6y1/+orffflv79u3T448/rm9961v9WCnQUfvJKBzu2FDqDWdmujKnn6S6Ves73Hfoo5VKHjFEhp3rwhyNYRhKGjpIgboGVb3zsVr2lmnwlRfQ2MMJ8YuDaZrylVWpccN21a5cq5b9FTIDQTmz0pXKtaMsyZGWotTxIxVsaFLdyvVqWL9NWadOVt65pytpSEG8y4uLEyGriD9fWZVqV61rm9a08qAMh13uglzZh1l7WlPDMGT3uGX3uOXOz5Ekhf0BBeob1bB+q+o/2yjDYf+8UTVUqeNGKHnYYCUNGyx7krvPa7Hyc4nY+Pjdrao96I26LSs3RXPPZyr+WCCngDWQVcAayGrsxKwxdfDgQUnSmDFjom63H/YmfEtLi5KSoudhl6SCggJ94Qtf0Hvvvafnn3+exhRirqWlRdu2bdPokSOPe19Zp01V44btCjW3RN0eqG1Q/ZpNyjyl+LiPMVA4M9NlT0lS07bd2vnHp1Rw8ZnKPfM0pjUbwNqzOnbs2E5/niQy/6E6NW7aobrPNsi7Y6+CDV7ZU5PkGZxvyU/8oyNHeqpS01MVqGvQwQ9XqH7tZuXOnaGceafJlZUe7/JiyspZRXyZpinv9j2qXbZGdas3KlDXIGdmupJHn9jTmtpcTrnzsiMj9sP+gAINTWpYv0V1n5VGrp2VMnp4W6Nq+GB5hgw67ueErKIn9u44pPJ99VG3FRYxy0mskFPAGsgqYA1kNXZi9teb3++XJCUnR083kZaWFvm+qqpKw4cP73T7ESNGSJJ27tzZPwUC3QiFQmpoaFDoOEdMSZLN7VL2Gaeo+t0lHe6rXbZGaRPHcKHrXrA5nUoZO0KtlQd14O9vyLt9rwrnnydPQc9HZuLEEclqJ1PDJqJAfaOatuxSw/qtaty4TYHaBhlOp1x5WfIMKeBTOicoZ2a6HBlp8lfXqPzV91X7yXrln3+GsmdNk809MKbRtVpWEX9mOKzGjdt1aPEqNWzcrlBLq9x52UqdOHpAnittLqfcuVly52ZJkkK+VgXrm1S3ar1qlq2WPcktV3amUieMUsroYUoeMUTugtxeP1dkFUh85BSwBrIKWANZjZ2YNaaysrJUXV0trzd6iH9eXl7k+61bt3bZmKqqqpL0r5FXgJWlnTRG9as3yl9dE3V7uNWvmqWfKe/c0+NUmTUZhiHPoDyF0lNVu2Ktmncf0KBL5ilr9jTZHCfup6dhTYH6RjVt262G9dvamlE19ZLNkCs7UynjR8qw2eJdImLAMAy583PkysmSr6xS+558WXUr1yn/4jOVNmnMgHyjHehMe0Pq4Icr1FC6XWYoJM+gXDmGp8a7tIQSmfqvIEemaSrU4lOwvlEHF61Q9QfL5UhNlmdwvtJPGquUUUVKHjGUD0IBAAAAiJuYvWM7duxYVVVVaf/+/VG3T548OfL9u+++q/POO6/Dtj6fT6tWrZIkpacPrKlucGIybDblnnWayp59q8N9Deu2KH3axMgnYNFz9uQkpU4YJd+BSu174mU1bNimwsvPkWdwfrxLwwBmmqb8B2vVtHW3GjduV9OWnQrUNUiGTc6sdKVw3agBzbDblFRUqFCrX03bdsv7p/3KmjlVBRd9IXJtGWAgMk1TTZt2qPqDZf9qSA3OlyM1+egbD3CGYciRnCRHcpJU2NbcCzZ61bKvQt4tu2Q4HHJmZyh90pi2EVWjiuTi904AAAAAMRSzxtT06dNVUlKiDRs2RN0+a9YspaWlqampSQ8//LBuvfVWjR8/PmqdH//4xyovL5dhGDr55JNjVTLQr5KKCpUydoS823ZH32GaOrRohQqvuoBPzB8Dw9b2Jm/Q26LaFevUvGuf8i/8gnJOnz5gpshC/IX9ATXvLVPzzv1qKN2iln0VCtY3yXDY5MzKUMpomlGIZne7lDJ2hAL1jTr44Uo1btyu/AvmKmcO5y4MLKZpqnn3AVW/t1T1qzcq7A/IM6SAhtRxMGw2OTPS5Mxom0I97A8oUFuvg4tX6eBHK+XISFPq2OFKnzxeqeNHypWbxe+g6JXkFJdS090dbgMAAAC6YpimacbiQK+88ormz58vwzC0fv16TZo0KXLff/zHf+hPf/qTDMNQamqqbrrpJk2ePFnNzc169dVX9eGHH8o0TRmGoSeffFJf+cpXYlHygOPz+VRSUiJJKi4ulsvFHxPtAoGADh06pKyMDG3/6YMyTTNy8enj2m9dg/Y+9qIU6njtqkFfOlcpo4cd9zEGMtM05TtQqZC3WWkTx6jgknlKHT+SN1tOYO1ZzcnJkdPpjNlxzVBIvoqDatlbJu/OfWravFOtB2sV9vtld7vlzEqXIz2VafrQI2Y4LF95tUKNXqVNGqNBl56llHEjTqhzV7yyisTmq6hW9fvLVbtirYLeZiUNzpcjnSn7+pMZCitQ36hATZ3MYEiO9FSljB6mzOknKW3SaCkliawCCY6fqYA1kFXAGshq5/x+v0pLSyVJc+bMkcdz/NOCx6wx5fP5lJeXJ6/Xq7vuukv33Xdf5L7a2lpNmzZN+/bt6/JNF9M0dcEFF+ittzpOfYa+QWPq6MLBoDbd9UCfNaYk6dDiVapbtb7D7c6sdBXdNF+GnVEVxyvka1XL3nLZPS5lzzlF+efNkSsnM95lwcLCrX75KqrlO1Cl5n3latq8U/6DtQp5WySbIUd6ipyZ6bIncf0OHLuQr1Ute8pkT/IoZ+4pyr9gbmTEA3AiCTZ5dXDxJzr4wXL5D9XKPShPzqz0E6oZawVm+PMm1aE6hYMhubIzlDFlgtKnjFfahFGM3gQAAAAGqP5oTMVsKj+Px6P3339ftbW1ysqKnsM8KytLH3/8sb785S9r2bJlHbY1DENf/epX9dBDD8WqXCDK4SOm+lrWaVPVuGG7Qs0t0cesbVD9mk3KPKW4z4850Ng9bqWOGyF/Tb2q3vlYdZ+UKnX8yLYLgI8ZJldeNm9+nSD645Mt4UBQ/uoa+SoOqrXqoFr2lKl5934FGpoUammVYdhkT02SMytdnqJBvJbQZ+wet1LHj5T/UJ0q31qsxk07NejSeco4eZLlR9/xKTRIbR/4qfukVFXvLFHz7v1yZmcqdeJozqNxYthscmVlyJWVITMUkr+mXtXLP1NFeblS3lik3BlTlHHyxD77cBaAvsHPVMAayCpgDWQ1dmLWmJKkmTNndnnfsGHDVFJSomXLlun9999XWVmZbDabRo0apUsuuaTDdaeAWGptbdX27ds1ZfLkPt+3ze1S9hmnqPrdJR3uq122RmkTx8iezKiLvuDKzpAzI03+2nrVrVyn2mVr5EhPUfLwIUqdOEpJRYVKGjqIEQkW1p7V1NTUXv8CEQ4GFahtUKCmXq0Ha+U/WKOWfRXylVUq2NisUEuLZEqGwyFHWrLc+TmyJXl4AxX9zpWTKWdGmlr2lWvPw88qc+ZUDbp0ntz5OfEu7ZgdT1ZhfaZpyrt9jyrf/EgNpVtlczmVMm6EbI6Y/mmCbhh2u9x52bKNKFTNlJFyvLtK+595XZVvL1bmtInKnDlFqeNGWL5JDpwI+JkKWANZBayBrMZOwv31N3v2bM2ePTveZQAxlXbSGNWv3ih/dU3U7eFWv2qWfqa8c0+PU2UnHsNukzs3S+7cLJnhsIINTWrctksNpVslmyFnepqShg5SyrgR8hTmyzM4T+68bKZUPAGYpqlQs0/BxiYF65sUaGhSsL5R/po6+Q5UqrWqRqEWn0ItPpnBoCRDhtspR3KSnNkZ8iQX8AYc4sZw2JU8cqiCDU069PEnatq2W4MuOVNZs6bxZj4sxV/boOp/LtGhJZ8q1NyipKLBfADHAtyDcuVISVGgtl4HP1qpmuVrlDZptHLOmKG04rGchwAAAAD0Cn9BAAnAsNmUe9ZpKnu24zXUGtZtUfq0iXLnZnWyJY6HYbPJmZkuZ2a6pLYp24INTWratrutUWVI9uRkObPSlTJyqDxDCuTOz5G7IEeu3KwB/yaMaZoyQyGFWwMyAwGZwZDCoZDMYEhmKBxZr31AkeFwyOZ0yHA6ZHM6ZTgdMhz2Xo84aj+uGQgpHAgo3Opv+/IH5PV6JUl1azapudmvUItPgZp6+WvrFaitV8jXqrDv8/WDwc8bTaZsbrfsSW7Z01Lkys+WjU/FIEE50lOVOiFZvgOV2vf4S2pYt0WDLj9HSUMHxbs0oFvhQFC1K9aq6u3FajlQIXdBnjxDmf7USgybTa6cLLlyshRsalb92i1qWL9VKWOGK/fMmco4eZJszoH9uxEAAACAnuEvByBBJBUVKmXsCHm37Y6+wzR1aNEKFV51AW/e9DOb0yFXTqZcOZmS2i4CHvK2tI1QWPqZFApHmlWO1CS5C/KUNLRArtysyFRbzsx02VOTLfdvZZqmwj6/Qs0tn3+1jRyK/NfXqlBzi4INXgWbvAp6WxRu8SnsD8gMhWWGQ1LYlBkOywybkhk+bO9G2/8Mmwy7TbK1/dew2SSbIZvDIcPplM1hl2xG2+2GIcNmfL7vz/cZDiscCCrsD0jhz28PhduaVKGwzGBIwYxk6bI5qnj1fdlrGiXTlGG3y3A5Zfv8y5mdIZvbdUxNMSARGDabkooKFWxuUd0npfLu2q/8C85Q7txTZXO74l0e0IF3135VvL5IDes2y+ZxK3X86LafB7AsR2qyUseNUKjFp+Yde7Vn626lThilvHNmK33yOEaaAwAAAOhW3BtTW7du1erVq1VdXa3GxkalpaUpNzdX06dP17hx4+JdHiBJstvtSk9Pl72fp/HK+cIMeXfubWuAHKZlb5mad+5Tyuhh/Xp8RDNsNjnSUuRIS4ncZobCkeZN09adali3+fOVDdk8LtndbtlTkuTKy5Y7L0vO9DTZU5PlSE2RPdkje5KnbWROkkc2j7tfmiPhYFDh1s9HEvn9CvtaFWpp+2r73tfWZGpqVqC+UcGGtmntwq1+mYGgwsGgzEBQZjD0+WNrf/Bto54Mh73ty25vazA57LLZnW0Np8+bTR0ekymZZlsjSe0NpXBYCoQV9AekcHPbsiSZZmQbGTpsyFVbs6rtGG3NLZvTGanBsNsVSk1SqN6rlKJCOfJy+/R5BRKNIzlJKRNGqbWiWgeeeUMN67ep8EvnKmXk0HiXdlSRn6u8eX1CC3qbVf3+Mh1ctELBhiYlDWPaPqsxQmE565tlHPG7aTt7kkfJo4cp5GtV09Zdatq2W+mTxyvvnNlKHT+SD4AAMcDPVMAayCpgDWQ1dgzTbH8HMHbq6+v1wAMP6K9//avKysq6XK+wsFC33nqrvvOd7ygzMzN2BQ5QPp9PJSUlkqTi4mK5XHzq+kjhYFCb7npApmnKnZfdL8c4tHiV6lat73C7MytdRTfN5xOoCcoMhRVubVXI51e49fPp4vz+tuaKJFOmbPbPmzpOh2wOe6TJY3O7Zfe4ZPO4/zXVnd0hw+XQv0Ybtb2xY4bbprFTKKxwqK15FPZHT2cX9gc+n07v82n1gkGFgyGpvfFj6POmj/H5tHqOw/7r/HwE07FNswcgPkK+VrXsPiBHeqryzpujvLNmyZ7kjndZGKBM01TD2s2qeONDebfvaRtZnJfNz5QBIOhtlu9ApWxul7JnTVP+BXP77XdmAAAAALHh9/tVWloqSZozZ448nuP/wGHMG1P//Oc/tWDBAlVUVKgnhzYMQwUFBXr00Ud1wQUXxKDCgYvGVNdM04xc12bz3b/v18ZUuNWvvX97QaHmlg735cybqcxTivvluOhfh18Xqa1RFPzXtZhCoX9NS2eGpbApmWbb9HVtW//rP8ZhjarPv4zPRw/JMNpGD9k/H83k+Nd/bU5H2yijE/xNQVNqe15MUyf2IwU6Mk1T/qoa+WvqlDZxtAovP0ep40fGu6xOtf9cNYxORljC0vyH6lT5xoeqWbZapmkqadhgrjtkYcf6czVQ1yBfWZXcBbnKv+AM5Zw+nalGT2DPPrJSFQfqo24bNCRD19w6M04VDSz8TAWsgawC1kBWO9cfjamY/pX42muv6eqrr1YgEIg0pex2u8aPH69hw4YpJSVFXq9X+/bt0+bNmxUKtU0jVVFRocsvv1zPPfecLr/88liWDEiSvF6v1qxZoymTJ/f7sWxul7LPOEXV7y7pcF/tsjVKmziGaXAsyDAMGQ6H5HBIYhRDfwmmuFUzZaSy1+2S09sa73KAmDIMQ+6CHDmz0tW0dbd2/vEp5c47Tfnnz5EjNeXoO4ih9p+r06ZNU2pqarzLQR8wQyHVrlinijc/lO9ApTxDCuTMSIt3WThOx/pz1ZmZLkd6qnxlVdr/1Kuq/2yjBl1+tlLHjui/YhE3gUBI/tZQh9sQG/xMBayBrALWQFZjJ2aNqcrKSi1YsEB+v1+SlJubq5/85Ce64YYbOp2mr76+Xk899ZTuu+8+VVdXKxAI6Oabb9bGjRtVUFAQq7KBuEg7aYzqV2+Uv7om6vZwq181Sz9T3rmnx6kyAECis7mcShk7XIGaOlW89oEaN+3QoMvOVvrkcXziC/2i5UClKl77QPWfbZDhcil1/Ki2kbwY0AybTUlDBynU6lfjph1q3lum/PPPUN45s2X38CEdAAAAYCCL2V+MDz74oGpra2UYhoqLi7V+/Xr9x3/8R5fXjsrIyNA3v/lNrV27VieddJIkqa6uTg8++GCsSgbixrDZlHvWaZ3e17Bui1oP1sa4IgCAlRiGIVdOllLGjlDL3jLt/vMz2v/06/LX1B99Y6CHwq1+Vf2zRDt+/5hqV66Ve3C+kocPpimFKHa3SynjRsjmcqr8hXe066Fn1LznQLzLAgAAABBHMfur8dVXX207oM2mZ599tsejngoKCvSPf/xDNpstaj/AiS6pqFApnU13Ypo6tGhFj67RBgAY2GxOh1LGDJczK13V75VoxwOPqmb5GpkhpljC8Wnavkc7/7hQ+//+hsxgSKkTRsuRkhzvspCgDMOQOz9HSaOK1Fi6VTv/9wlVf7Bc4WAw3qUBAAAAiIOYTeW3e/duGYahOXPmaMKECb3aduLEiTrjjDO0ePFi7d69u38KBBJQzhdmyLtzrxQKR93esrdMzTv3KWX0sDhVBgCwEmdmuhxpqWrZV669f3te9Ws3q/Cys+UZnB/v0mAxwSavqv+5VNUfrlDI26LkEUOYlg09Zne7lDJ+pFrLq7X/mdfUvGu/Bl95vpyZ6fEuDcdh9MR85RZEX1MuIzspTtUAAADACmLWmGo3bty4Y95u8eLFfVwN0DPJyck69dRTZY/xtTmcmenKnH6S6lat73DfoY9WKnnEEBl2e0xrAhKZo7lVuZ9uly3AJ7CBIxl2m5JHDFHQ26za5Wvl3b5HeefNUe7cU2VPim1jof3nqtPpjOlxcexM01TDmk2qeP1DeXfulSs/R54hBVy37ATXHz9XDcOQZ3C+gk3NOrTkE/nKqzTk6ouUOn5knx0DsTVr3uh4lzCg8TMVsAayClgDWY2dmE3lN3ToUElSU1PTMW3fvl37foBYstls/z97/x0f1X0n+v+vM10zI2k06iAhJECAER3TTbVxYowLSZyEOMb+Jb43uUk23s1+zd7spu3e3F17N4mdstexk7jEcTcuGBdsMJhmMB1MESABEuoadU2f8/tDSLaYkVAZTZHez8fDD/Cc9h6hz5k5530+7zdGo7GrpGQkpcybjtYc/MSht6GZpiOnIh6PELFMUUHr8aFIpUsheqSzmLFOLkD1+6l4YTMlv3uG5k/PRrREbDQ/V0X/uWsdlD3zGqWPv4irohrLhLEY01IkKTUCDOXnqs5qxlI4FuelSkofe57qLbvwNg/sWlGIkUw+U4WIDzJWhYgPMlYjJ2I/4VWrVqGqKrt27er3tp3bKYrCjTfeOATRCdE7l8vFqVOncLlcET+2xmjAvnh2yGUNe4/gb498TELEKp9RT2PhKHxGebJFiN4oioIpOwPzuDG0nbtE6X//jfLnNuGudUTk+NH8XBV9F3B7qNu+j3O/+gt12/djSEvBXJCLRh/xogsiSob6c1Wj02EePwY0Cpdf2Ezx//1/VL7+Ps6ySumnKkQfyWeqEPFBxqoQ8UHGauRELDH1ne98B6PRyOXLl3n00Uf7te3vf/97ysvLMRgMfOc73xmiCIXomc/no76+Hl+UmsUnThmPId0e9HrA7cGx51AUIhIiNqk6De7UJFSdPNkiRF9oDHosE/LQ25Ko/WAP5371F2q37sXvdA/pcbs+V31SdjMWqapK65lSSv7wN8qefQO/04V1UgH6JGu0QxMRFonPVUVRMGWlYy0cS8Dro/KNrZz9rz9z8U8v03yimICcJ4TolXymChEfZKwKER9krEZOxO7cTZw4kd/+9reoqso//uM/8l//9V8EAoFet1FVlV//+tf8/d//PQCPPPIIkydPjkS4QsQURaMhbfm8kMuaj53BXdcQ4YiEEEIMJ3pbEtZJBQRcbsr+9ibnH32apqOnUa/xXU0MP566Bi6/+DYlv3+W1lPnSMgbTUJOFoqUshBDTNFqOxJUk8ehs5pp2HeUkt/9lfO/fpL6XQfxtbVHO0QhhBBCCCFEmESsDselS5e4+eabeeSRR3jwwQfZsGEDjz32GOvWrWPBggWMGTMGs9lMe3s7ly5d4uOPP+b555/n/PnzGAwGHn74Yb74xS9y6dKlXo8zZsyYCL0jISIrITcby4SxtJ290H2BqlL/4T6yv3yz9HoQQggxYIpGg2l0JoZ0O+2lZZT+v+dJnjmJjBsXYS7Ilc+YYc7vcuPYc5ia93fjrqrFmJVOwpjsaIclRiBFUdDbktDbkvC3u2grLaf1TCnGd9OxL5hJyvVTMWakRjtMIYQQQgghxCBELDE1duzYbjc0VFWlpKSEX/7ylz1u01lX3OPx8MADD/DAAw/0egxFUWSanRjWUpfMoa3kEvi7P8HuvFRBe0kZlnGSmBVCCDE4GoMey/g8fC1tNO4/Tsun50iZO430FQswjcqIdngizNRAgObjxdS8u5OW4lJ0VjPWSQUyQ0rEBK3ZhKUgl4DXh6emnopX3qV2615ss4tImTcNy7gxkjQXQgghhBAiDkW8c7GqqiiK0nUB0VtT26sTWUJEi8FgIC8vD4N+aBo/95XeloRt1hQaPzketKx+x37MY0ejaLVRiEyI2KDx+LBerEHjkYcUhBgsXaIFy8R8vI3N1G79mKbDJ7EvnEXK/BkkjM4c1L67PlcNhjBFK/pLVVXazl6k9oPdNB07AypYCnLRGKL7XUfEllj5XNXodZhGZ2IclYGnvpG6rXtw7D1E4uTxpC6aReKUCWj0Eb+0FSImyGeqEPFBxqoQ8UHGauQoaoQyPlfPmBoqpaWlQ36M4crlcrF7924AioqKZACGEPD5OPXPv0FVVYzp9ujE4PZw6S+v4m93Bi1LXTYX2+yiKEQlhBBiOFNVFU+tA09dQ9dDEvZFszDn58hshTjkLKukZuteGg+cIOByYRqdhc5qjnZYQvSLr7kVV3UdCgrmghxSF88heeZkdBb5XY602qoWvFclL/UGHelZiVGKSAghhBBChJPH4+HEiRMALFq0CJPJNOh9RuyxsgsXLkTqUEKEnc/no6mpiUSLJdqhoDEasC+eTe2WXUHLGvYeIXHyeLTmwZ8chIhHAa0GT5IZQ3M7mqtKXgohBk5RFIwZqRjS7XgdTdR+uJeG/UdJLJpAyvXTOj57Eox93l/n52pycjI6ncxyiARVVXFeqqR+10EaDxzH29iCaVQ6+rxR0Q5NxLBY/lzVJVmxJlnxu9y0X6qg7clXMb2XgX3xbFLmTMWQaot2iCPGltdOUFnW1O217NxkvvHdBVGKaGSRz1Qh4oOMVSHig4zVyJHi8UL0gcvl4tSpU7jc7miHAkDilPEYQszYCrg9OPYcikJEQsQGv0lP06Qc/CYpRSXEUFAUBUOqDeukceiSE2k88Cml/+85iv/9Mao2b8dZXtWn8stdn6suVwSiHtlUVaWtpIyyZ17n3K//Qu0He9AY9VgnF6C3JUU7PBHj4uFzVWsyYsnPxTxuDN7mVi6/sJni//gjFa++h7OsUkrCi2FPPlOFiA8yVoWIDzJWI0fSfkLEIUWjIW35PCpeeidoWfOxMyTNmIwxLSUKkQkhhBgJFEVBn5yIPjmRgMeLu6aeilfepea9nZjzRpM88zqshWMxjc6UUn9REnB7aP70HA37jtBy8jz+tnYMmWnybyKGLY1eR0JOFmoggKe2gaq3PqR+5wGSZkwmdeEsLBPy5HdfCCGEEEKIGCGJKSHiVEJuNpYJY2k7e6H7AlWl/sN9ZH/5Zrn4FkIIMeQ0Bn3HzWBVxdfSRuv5i7R8ehat1UzCmGySigox540mYcwodJaEaIc7rHX2Ams+dgbHnsM4yytRVTBmpmLKzZLvBWJEUDQajJmpGDLseBuaqd95gMZPjpF43QRSF88mccp4NFKWRQghhBBCiKiSb+RCxLHUJXNoK7kEV9X8d16qoL2kDMu4MVGKTAghxEijKAr6JCv6JGtXkqq9tJyWk+fR6HXokxOxTMjDkp+LPy0ZADUQWz1r4pWnroGW0yU0HztN69mLeBubryQGR6ExGqIdnhBRoSgKBnsyBnsyvpY2mo6covnYaawTxpK65HqSp0+S8SGEEEIIIUSUSGJKiD7QaDSYzWY0Mfaksd6WhG3WFBo/OR60rH7HfsxjR6NotVGITIjoUAIq2nY3SkD6SQgRTZ9PUgEEPF68TS00fnKCho+PErAlolkxi4uPv0hSWirGzFT0tiT0KcnoU5LQWRLQJpgG/BkW8PkION342p0EnC78TjcBjxfV70f1+gh4fXB13xkFFI0WRadF0WpQtFo0Bj2KXofGoEej13f8aTR0vG7QR20Gkq/NibOsEmdZJa3FF2g7fwlfYwuKXos+1YY1qwBFI61kxeANl89VXaIFa6IFv9NF27mLtJwpwZw3mrSlc0medR06iznaIca1xTcV4nJ6u71mSojdvmTDTde1qpz3hYhpMlaFiA8yViNHUaUbrLjC5XKxe/duAIqKijAY5AnCqwV8Pk79829QVRVjuj3a4QAdPSQu/eVV/O3OrtcUjYbsm29g0j9+C2tBHlqjHr/bi9vRSO3B4zQVlwbfkBNCCCEiJODz4W9z4mtt7/j8ujLzV9Fq0ZiMaAw6FL0OfaIVXbIVrcmExnglKaTXg6KAGiDg86P6AwTcHvyt7fja2vG3OfG73F0JKNXrJeDzofoDnyWSFCVEYir0a51JqqA/9Tq0JiNaixntlUSazmpGYzSgNRq6ElidSayOxJYORae7kvzSotHrQKNB0SigaLriU/3+jtj9fgIuN97GZjwNzXgcjbguV+O8WIG3qYWAz4dGr7+S1EuSZJQQfRRwe3BV1uJ3ukgYnUnqkutJmTsNfXJitEMTQgghhBAi5ng8Hk6cOAHAokWLMJlMg96nzJgSIs5pjAbsi2dTu2UXikZD4fe/SeH37sY6NidoXcuoDOxFhbgdjVTtPUT1noMg+SkhhBARptHp0CQnBt0EDnh9BFzuroSSq7oOtbwK1R9AVQNBpWtVOvJJaDQoOi0a7ZWkj06LYtSjtyR0zHjqTAD1Y4aTqqoQUFEDHckv1R8Av5+A/0oyzOXB1+ZEra7vmInl93fEp/C5z1YFCHQkna4ktNAoKFf+v+PvSsd6itKxOkAggBpQUQMdxw04XV1xKQY9ukQLCbnZUoZMiAHSGA2Yx44m4PXhrq6j/LlN1G77mNRFs0iZNz1mHkATQgghhBBiuJLElBB90NrayvHjxym67rpohxJS4pTxtJw6x5z//N/k3rkKALejkZKnN1K9bS/e5lb0SVayVi4k/547Mdpt5K1eQWJeDudf2ozq80X5HQgRHl6zkYYpY0j59BL6dne0wxFC9KCnsarpTCLFAEVRQNsxY4pBVqTqTDCpfn9X0olA4LPkV+dMrSt/Knp9R9JKowGtBq3R2BGHEBE23D9XNXodCTlZqH4/7pp6Kl59j7rt+7EvnIl94UxMWenRDlGIa+q8Vp06dSpWqzXa4QgheiBjVYj4IGM1cmLjyl+IOOD3+2N2cpGi1bL4+UdJv34afreHww8+RMlTr+J3db+BULllF8d+/lsK1q9l5sMbsBcVAnDu+TeltJ8YHhRQddrPZh0IIWLTCBurikbTkWSKkaSbEH02QsaqotViys7AmJmGp7aBqk0fUr/rICnzppO6cCYJudnRDlGIXvn9/miHIIToAxmrQsQHGauRIY9eCjEMZC6c1ZWU2r7mfs4+9lxQUqqT3+ni7GPPsX3N/fjdHuxFhWQumBXhiIUQQgghhIgtikaDMTMV6+QCFL2Omnd3cu5Xf6Hsr2/QfqEcac8shBBCCCFEeEhiSoh4pyhkXUksHX7wIWp27O/TZjU79nN4w0NAR2KLfvTdEEIIIYQQYrhSFAVjWgrWyQVoEkzUbvuYc79+kktPv0bb+UuSoBJCCCGEEGKQJDElRJxLLszHaLd19ZTqj5KnNuJ2NGKy20ieMHZoAhRCCCGEECIOKYqCwZ6MdXIBOquF+o8+4fwjT3Hpz6/QevaCJKiEEEIIIYQYIElMCdEHCQkJzJgxgwSTKdqhBEmfPRWAkqc34ne6+rWt3+mi9JnXOvYzZ1rYYxMi0nROD/ZjpeicnmiHIoTohYxVIeKDjNUOiqKgT0nCOqkAXXIijr2HOf/o01x84iVaz5RKgkpEVde1akJCtEMRQvRCxqoQ8UHGauRIB2Yh+kCr1WK1Wgn4fNEOJYjRbgOgetveAW1ftXUPkx64D6M9OYxRCREdSkBF3xa6v5oQInbIWBUiPshY7U5RFPTJieiTE/E2t9Kw7yhNR0+RNG0iaUvnYZ2YjzICy2Mf+6SMlqbuD8glJpuYdn1ulCIaWTqvVYUQsU3GqhDxQcZq5EhiSog+cLlcXL58mVFZWdEOJYjWqAfA29w6oO29LW1X9mMIW0xCRIvfoKNtdCqWy/VoPbGXSBZCdJCxKkR8kLHaM32SFX2SFV9zK42fnKD56BmSpo/MBNXxA+VUljV1ey07N1kSUxHSea06evRoTDFY4UMI0UHGqhDxQcZq5EQtMfXJJ5+wf/9+Lly4QHNzM16vt0/bKYrCn//85yGOTojufD4flZWVpKelRTuUIH53x9jRJw0sm69PtFzZz8gu0SKGh4BeizMrhYSaRrmBJkQMk7EqRHyQsXptuiQr1qsTVNMmkrZs5CWoRHR0XqtmZmZGOxQhRC9krAoRH2SsRk7EE1Mvv/wyP/7xjykpKRnwPiQxJcRn3I5GLKMyyFyxgMotu/q9fdbKhVf203SNNYUQQgghhBChdEtQHThO8/EzJE+fTNqyeVgm5EmCSgghhBBCiM/RRPJgv/jFL/ja175GSUkJqqoO6D8hRHe1B48DULB+LdqE/k0x1SaYKFi/tmM/B46FPTYhhBBCCCFGEl2SFevEAgx2Gw37jnL+0ae5+KeXaT17Qa5nhRBCCCGEuCJiM6b27NnDL37xCxRFQVVVLBYLq1evZubMmaSmpqLX6yMVihDDSlNxKW5HI0a7jYL1azn72HN93rbg3rUYUpJxORppOnth6IIUQgghhBBiBOmcQeVtbqXh4yM0HztN8ozrSFs+D3N+jsygEkIIIYQQI1rEElO///3vu/6+YsUKnnvuOTIyMiJ1eCEGRa/XM2rUKPS6qLVl65mqUrX3EHmrVzDz4Q00nTpHzY7919wsc9k8Zj60AYDqPYdAnuAUw4DG68dc4UDj9Uc7FCFEL2SsChEfZKwOnj7Jij7JirephfrdB2k6egrb7CmkLZuPOW9UtMMLi69863rUQPfXlIjWZhnZuq5V5WFfIWKajFUh4oOM1chR1AjVExgzZgzl5eXYbDZKSkqw2WyROKzoB5fLxe7duwEoKirCYDBEOaLYE/D5OPXPv0FVVYzp9miH8xlFYfzXb8NeVIjf7eHwgw9R8vRG/E5X0KraBBMF965l5kMb0BoNOI6d5tyLm0DyUkIIIYQQQgwZVVXxNbbgqqpFl2ghZe500pbNJWG0NNcWQgghhBCxy+PxcOLECQAWLVqEydS/djKhRGz6R01NDYqisGLFCklKibjj9/tpa2sjwWiMdiihqSrnX9oMgL2okDmP/oSpP/sBpc+8RtXWPXhb2tAnWsi6cREF99yJISUZgEsb36P4yZdJmjoxmtELETYBjYLPbETX7kYTkGyrELFKxqoY9hSF5MJ80mdPxWi3oTXq8bu9uB2N1B48TlNxaVzMVpexGl6KoqBPSUJnS8TraKL2gz00HjyOff4MUpfOxZSZFu0QRRzqvFa1WCxotdpohyOE6IGMVSHig4zVyIlYYspms1FbW0tamnzZFvHH6XRy7Ngxpk2dGu1QeqT6fJx7/k0yF8wia+EsjHYbkx64j0kP3Be0bmtpGcV/eJYzv/8rGqMey/ixaBNiNOkmRD/4Eww0TB2L/VgpmjZ3tMMRQvRAxqoYthSFzIWzyFrQ8V3sapZRGdiLCnE7Gqnae4jqPQdjeta6jNWhoSgKhlQbensynvpGqt/5iIb9x0i9YQ6pi+dgSLVFO0QRRzqvVWfMmIHVao12OEKIHshYFSI+yFiNnIglpiZMmEBtbS1VVVWROqQQI4+qUr3nINV7D5E8YSzpc6ZhtCejNRrwuz00HjnF2T8+T9WWXaiBjkLwAZeHhn1HSFs2L8rBCyGEEELEL0WnY9xdq7EXFQLgdjRS8vRGqrftxdvcij7JStbKheTfcydGu4281StIzMvh/EubUX2+KEcvokFRFIxpKRhSbXhqHFS+/gGOvYdJWzoP+6JZ6JPkZogQQgghhBieIpaY+vrXv87u3bvZuXMnLpcrLHUIhRA9UFWaiks7ysR8jvNSJZXvfhS0etPhUyTPmIzelhSpCIUQQgghhg9FYdxXV2Of8rl+n0+9it/VfZZR5ZZdHPv5bylYv5aZD2/oSmKde/7NuCjtJ4aGoigYM1MxpKfgrq7j8ktvU7/7IOkrFpAybzo6S0K0QxRCCCGEECKsNJE60H333cekSZNobGzk3/7t3yJ1WCHE5ySMycZckBu8IBCgfueByAckhBBCCDEMZC6c1ZWU2r7mfs4+9lxQUqqT3+ni7GPPsX3N/fjdHuxFhWQumBXhiEUsUjQaTNkZWCfm42tpo/zZNzj3qz9Tv/sQAbcn2uEJIYQQQggRNhFLTCUkJPDqq6+SlZXFf/zHf/CTn/wEj0e+XIv4oCgKOp0OJdqBhEHqkutBCX4nbcUXcFXURCEiIcJIBcXri+l+HUIIZKyK4UVRyLqSWDr84EPU7Njfp81qduzn8IaHgI7EVqjvZ1EnYzUqFK2WhJwszOPzcFfXc+nJVzn3m6doPHiCgJR9FFfpulaNxXOIEKKLjFUh4oOM1chRVDUyNSOeeeYZAC5fvsy//uu/4vF4SE9PZ82aNUydOpXk5OQ+/4Pfc889QxnqiOVyudi9ezcARUVFGAyGKEcUewI+H6f++Teoqoox3R7tcAas9oM9NB89HfS6MTuD0V9fLSdfIYQQQog+Sp5YwMT1X8LtaOSNguX4na4+b6tNMHF7yYcY7TbOPPVKUBlmIQACbg+u8irUgErilPGk37iQxMnjUDQRe85UCCGEEEKMYB6PhxMnTgCwaNGisLRpiliPqXvvvbfbzW5VVampqeEvf/lLv/ajKIokpoQYpJSFM2k5dR7V4+32uruyhrazF7AW5kcpMiGEEEKI+JI+eyoAJU9v7FdSCjrK+pU+8xqTHriP9DnTJDElQtIYDZjHjcHf7qT5xFlaz5SSPGMy6TcuxJyfE/WHyt7beIK66pZur6VlJnLz2qIoRSSEEEIIIWJdRB+xUlW1679Qr/X1PyEira2tjQMHDtDe3h7tUMJCZ04gZe60kMvqPzqA6vdHOCIhwsOXYKBuZgG+BJnxKUQsk7EqhhOj3QZA9ba9A9q+auueK/tJDldIYSNjNbZozQlYC8diSLXh2HeU8488Tflzb+Gqqo1qXHXVLVSWNXX77+pElRg6ndeqbW1t0Q5FCNELGatCxAcZq5ETsRlT69evj9ShhAg7VVVxuVwEhlFiNHnWFJqPnsbX0v1E62tqoenIKWyz5QlHEX9UjYLfZEDVSDlKIWKZjFUxnGiNegC8za0D2t575buY1hh7yR8Zq7FJl2TFmmjB29BM7Qd7aDr0KalL5pC6ZC6GlKRohycirPNaVR7iFSK2yVgVIj7IWI2ciCWmnnzyyUgdSgjRBxq9Dvvi2dS881HQsoaPj5B43QS0CcYoRCaEEEIIET/87o7SyPok64C21ydaruzHE7aYxPCnKAoGezL6lCQ8NQ4qX99Kw/5jpK9YgH3BTLTmwdf9F0IIIYQQYqhIt1QhRjDr5HEYMlKDXg+4PDTsOxL5gIQQQggh4ozb0QhA5ooFA9o+a+XCK/tpCldIYgRRFAVjZirWifn4Wtsp/9smzv3qLzTsO0rA64t2eEIIIYQQQoQkiSkhRjBFUUhbOjfksqbDp/A2Nkc4IiGEEEKI+FJ78DgABevXok3o3ywVbYKJgvVrO/Zz4FjYYxMjh6LVkJCThXl8Ls7Kai786WVKfv9Xmj89O+SlaNIyE8nOTe72X1pm4pAeUwghhBBCxLeIlfITIp6ZTCamTJmCyTj8StsljMnGXJBLe0lZ9wWBAPU7D5K1Znl0AhNiALQuL7aTZWhd3miHIoTohYxVMZw0FZfidjRitNsoWL+Ws4891+dtC+5diyElGZejkaazF4YuyAGSsRp/NHo9lvxc/E4XLafO03b2IrZZU0i/aRHmvFFDcsyb10pv2mjqulY1SflGIWKZjFUh4oOM1ciRGVNC9IFOpyMlJQWdbnjmclOXXA9KcFPrtuJSXBU1UYhIiIHR+AMYm9rQ+APRDkUI0QsZq2JYUVWq9h4CYObDG8joYTb61TKXzWPmQxsAqN5zCGKwwbKM1filTTBhnTAWfaoNx55DnH/kKS6//A6e+sZohybCbLhfqwoxXMhYFSI+yFiNnLD+hD/66KNu/79kyZIelw3G5/crRCR4PB4qKyvJTE+PdihDwpBqI2naRJqPng5aVrd9P6O/vholROJKiFjj12txZqaQUN2A1uuPdjhCiB7IWBXDTeX2fWj8Krm3rWTZpic4/OBDlDy9Eb/TFbSuNsFEwb1rmfnQBrRGA+VvbaPyo31oYvDiV8Zq/NMnWdElWvDWN1L99g4aD35Kxo0LsS+chdYsTwIPB53XqtnZ2RgMhmiHI4TogYxVIeKDjNXICevVz7Jly7puXiuKgs/nC7lsMK7erxCR4PF4KCsrI8Vmi3YoQyZl4UxaTp1H9XQv1eKurKHt7AWshflRikyIvgsYdLTlpmFsaJEbaELEMBmrYrhpOniCS4+/CE89TO6dq5jz6E+Y+rMfUPrMa1Rt3YO3pQ19ooWsGxdRcM+dGFKSAbi08T0+vm8D5gl5ZKxaHOV3EUzG6vCgKAqGtBT09mRclbWUP7cJx76jZKxaTPLMyTGZFBV913mtmpqaKjfQhIhhMlaFiA8yViMn7N9Ae2usOtRNV4UQA6czJ5AydxqOXQeDltV/dADLuDEoWm0UIhNCCCGEiF1+p5vGT44T8HjZve7vKfze3RR+/5tYx+Yw6YH7mPTAfUHbtJaWUfyHZznz+7+CqtJyvBjzmFFYJxVE4R2IkULRaEgYnUkgw46zrIqLT7xI0tSJZNx8A5YJeVIhQQghhBBCRExYE1NLlizp8ctsb8uEELEhedYUmo6cxt/a1u11X1MLTUdOY5s9JUqRCSGEEELEpsZPjhG4MuNcDQQ487tnKP7Ds4xZdxuT/v5ejHYbWqMBv9uDu76RU//5BGUvv4Ma6N63qfb93Riz0tDbkqLxNsQIotHrsRTk4m930nT0NK3FpaTMn0H6jQsxZaZFOzwhhBBCCDEChDUxtX379gEtE0LEBo1eR+oNs6l5J7gnXMPHh0m8bjzaBGMUIhNCCCGEiD2+1naaDp8Mel0NBPD5fZx77s3gZRYTaDVwVWIq4PFSvXk7o7+2Wmapi4jQmhOwTszH29BM7Qd7aDpyivQVC0hdMgedxRzt8IQQQgghxDCmiXYAQsQDnU5Heno6uhFwk8A6eRyGjNSg1wMuDw37jkQ+ICH6QeMLYKptQuMLXHtlIUTUyFgVw0XDx0dQfcG9l8wFuZhGZYTcxpCSTPpNi0Iuc1fV4dh1KKwxDoaM1ZFBn5KEdfI41ECAyy+/w7lf/YWGfUcJSG/nuNB1rSq9woSIaTJWhYgPMlYjRxJTQvSByWRi4sSJmEymaIcy5BRFIW3p3JDLmg6fwtvYHOGIhOg7rdtL8rlKtG5vtEMRQvRCxqoYDryNzTQfPxNymX3x7F63TZw8jsQpE0IuazxwnLbSskHHFw4yVkcORVEwZaVjGZ+Hu6qOC396mdL/fo7W4gvX7BXt8fhwu7r/5/FIUitSRtK1qhDxTMaqEPFBxmrkSOpPiD4IBAK43W70I2DGFEDCmGzMBbm0l1x1UyQQoH7nQbLWLI9OYEJcg6oo+I06tG4fyjVuogghokfGqhgOHHsPQyD499c6qQBjuv2a26etmI+rogZvQ1PQspp3dpJ7zx3orNEtpyZjdeTR6HWY83Pwt7toPnaGtrMXSJk/k4xVi3r8vX75z59QWdb99zg7N5lvfHdBJEIe8TqvVY1GIxqNPHssRKySsSpEfJCxGjny0xWiD9rb2zl48CDtTme0Q4mY1CXXg6IEvd5WXIqroiYKEQlxbT6zgfqZ4/CZDdEORQjRCxmrIt556hpoPXk+eIFGwb5wVp/2oTHoybx1Wch+UgGni5p3dqAGoltCT8bqyKU1m7BOzEebaKH2g92c+68/U/vBHvztrmiHJq7Sda3a3h7tUIQQvZCxKkR8kLEaOWFNTB06FPl66IcPH474McUIpygwAp4YNaTaSJo2MeSyuu37r1nSQwghhBBiuHLsPhjy9aSiQvQpSX3ejzEjldSl14dc5rxUSeP+YwOKT4hwMaQkY51UQMDtofy5TZx/9CmaDp+MetJUCCGEEELEt7AmpubOncvdd9/NmTOha62H05kzZ1i3bh1z54buhSPEUNBotSSMysDXOjKy5ikLZ6IY9EGvuytraDt7IfIBCSGEEEJEmauylrZzl4JeV7RaUubP6Pf+kmZMxjI+L+Qyx57DOMur+r1PIcJJ0Wgwjc7EPG4M7RcruPDHF7j4p5dpv1QZ7dCEEEIIIUScCmtiKhAI8PzzzzNlyhS+/OUvs23btnDuHoCtW7eydu1apkyZwosvvkhAntQSEWadVIDq9kQ7jIjQmRNImTst5LL6jw6g+v0RjkgIIYQQIrocu3qYLTVjMrpES7/3pygK6TcvDr2tqlLz9g78Tne/9ytEuGkMeizjxmDISKXh4yOcf+RJKt/ciuqXa3IhhBBCCNE/unDu7Ne//jU///nPaW5u5rXXXuO1114jPz+fr3zlK9xxxx1cf/31/W4aFggE+OSTT3j99dd5+eWXKS0tBUBVVZKSkvjFL34RzrcgxDUl5Gaj6HQEPF40IWYTDTfJs6bQdOQ0/ta2bq/7mlpoOnIa2+wpUYpMCCEGSFFILswnffZUjHYbWqMev9uL29FI7cHjNBWXjoiSrUKI/mu/VIHzUkXQ64pB3+PDPH2hNRnJWL2MihffDjr/+FraqN2yk8zbVqKE6P8pRKTpEi1YJhXgqXVQ+dr7ZORMJquwANOoDJQr1/uJyaYoRymEEEIIIWKZooa5UUxNTQ0///nP+fOf/4zX6+128ZSYmMj8+fOZNm0akyZNIicnh9TUVMxmM6qq4nQ6qauro7y8nDNnznD06FH27dtHS0tL1z5UVUWv1/Ptb3+bn/3sZ2RkZIQz/BHN5XKxe/duAIqKijAYpMlxKL7WNk7/4veg0WBMS4l2OBHRcvIcNe98FPS6xmRgzLe+gtZkjEJUQgjRT4pC5sJZZC2YhdFu63E1t6ORqr2HqN5zECQ/JYS4QlVVLj//Fu7K2qBlKQtmYl84c9DHaNh3tMcZWWkr5pM887pBH0OIcAr4fLjKq1C9PpKmTSTzlmVYCnKjHZYQQgghhAgjj8fDiRMnAFi0aBEm0+AfQgp7YqrTxYsX+a//+i+eeuop2to+m2nR36f8Ph+exWLhvvvu40c/+hF5eaHrsIuBk8RU35X84VmajxdjGTcm2qFEhKqqlD/7Jp6a+qBlybOnkLZsXhSiEkKIvlN0OsbdtRp7USHQkXwqeXoj1dv24m1uRZ9kJWvlQvLvubMraeU4Ucz5lzaj+nxRjFwIESvazl2i6o0Pgl7XmIzkffsraIyD/+6sBgJUvvoezlC9e7QactatwZiROujjCBFuvnYnrkuVaK1mcr5+K/YB9FsTQgghhBCxaSgSU2HtMfV5eXl5/O53v+Py5cv88Y9/ZMmSJWi1WlRV7dd/Wq2WJUuW8Mc//pHLly/z29/+VpJSIuLa29s5evQo7e3tAFgn5BPweqMcVeQoikLa0rkhlzUdPoW3sTnCEQkRms9kwFGUh88kifUhpygkTyxg/LrbmfL99Uz70beZ8v31jF93O8kTCyCWyk0pCuO+2pGU8rs9HPjhv/FG/jKO/NN/UrllF3UfH6Fyyy4Ob3iYNwqWc+CH/4bf7cFeVMi4u1bH1nsZJmSsinijBgI4doeeyZQyb3pYklIAikZDxheXokkIcaHnD1D91ocEPJH7DipjVfSVzpyAZWI+vqZW3FXBswrF0Ln6WlUIEZtkrAoRH2SsRk5Ye0yFkpSUxP3338/9999PY2Mj27ZtY9++fRw7dozS0lKqq6u7ZlRZLBaysrLIz89n2rRpzJ07lxUrVmCz2YY6TCF6FQgEaGlpIRDoaOybMCYbzQjqMwUd79lckEt7SVn3BYEA9TsPkrVmeXQCE+JzVK2CNzEBVSuJhCFzjXJ4llEZ2IsKY6ocXubCWdindCSltq+5n5od+3tc1+90cfax52g6dY5lm57AXlRI5oJZHe9DhI2MVRFvWs+U4qlrCHpdazWTNH1SWI+ls5rJ/OISKjduCVrmbWimbtteMr6wJKzH7ImMVdEfiqKgaIfs2VfRg6uvVYUQsUnGqhDxQcZq5Ax5YurzbDYba9euZe3atZE8rBBhl5CbjS45EW9TC8Z0e7TDiZjUJdfTXloe1JS7rbgUV8UUTKOk55sQw1l/y+HlrV5BYl5OdMvhKQpZC2YBcPjBh3pNSn1ezY79HN7wEHMe+QmZC2dRvfdQ0LlPCDEyqP4Ajt2HQi6zL5iBRh/+Sypzfg62OVNpPHA8aFnLp+dIGDOKxOvGh/24QgghhBBCCBEJEU1MCTFc6CwJJBVNoG77PgxpKf3unRavDKk2kqZNpPno6aBl9Tv2M+prq0fMz0KIEaezHN6VmUeHH3yIkqdexe9yd1utcssujv38txSsX8vMhzd0JbHOPf9m2BM7qs+P3+Um4HJf+dNz1f+7Sbt+Gka7rSuJ1h8lT21k6k9/gMluI3nCWJqKS8MavxAiPjSfKMbX1BL0ut6WROKUwiE7rn3xbJyXq3BXBpdFq/1gD8asdAz25CE7vhBCCCGEEEIMFUlMCTFAaUvn0njwU7wNzSPqpkDKwpm0nDqPelV/A1dFDW1nL2AtzI9SZEKIoTRU5fBUVUX1+joSSc7PEkoBtxu/M0Syye3G7/QQcLn7NAtr2v/+LgAlT2/E73T16z37nS5Kn3mNSQ/cR/qcaZKYEmIECnh9NOw9HHJZysKZQ1q2TNFqyFy9jPJnXg/qK6V6fVRv3k7O129F0WmHLAYhhBBCCCGEGAqSmBKiD4xGI4WFhRiNxq7XzHmjSZk7ndoP9qBPSRoxM4V05gRS5k7DsSv4BnP9RwewjBuDopUbJCI6tG4vSWcr0Loj1xh+RAhDObz0mVM49rNHCLS7riScPks0ERi6EnnWglwAqrftHdD2VVv3MOmB+zCOoAcQIkHGqogXzUdO4W9zBr1uSE/BOqlgyI+vT04kfdViqt/6MGiZp6ae+p2fkLZ8/pAdX8aqELEv1LWqECL2yFgVIj7IWI0c6UwqRB/o9XoyMjLQ6/XdXk9bNhe9LRFPfWN0AouS5FlT0FotQa/7mlpoOhJc5k+ISNH4AiTUNaPxSZPKcEouzB9UOTy3oxHz6EwSc7JpLynDXVmDt6GJgNM1pEkpAJ3VDIC3uXVA23tb2gDQGg1hi0nIWBXxwe/20LD/WMhl9kWzI/ZQknViPknTJoZc1nToJG3nLg3ZsWWsir6o9Rq57EngsieBamMaFx0qF8/VRzusEaOna1UhRGyRsSpEfJCxGjmSmBKiD7xeLxUVFXi93Z8WTRidiX3hTDw19ahh7p0SyzR6Hak3zA65rOHjw0E9Z4SIlIBOS3umjYCUNQqr9NlTgcGVwwMYd++Xwh7btfha2wHQJ1kHtL0+sSMJ73d7whaTkLEq4kPTgRMEQnynMWZnYL4yGzNSUpfNQ59qC7ms5r2d+K4k0cNNxqroi1POJA60pXKgLZUTtuvYdS7ArveLox3WiNHTtaoQIrbIWBUiPshYjRxJTAnRB263m5KSEtzu4JsTaUvnYki14alxRCGy6LFOHochIzXo9YDLQ8PHR6MQkRDgN+poKcjCb5RKteGi+v3or8w6Gkw5PABrfk7Y4uoTRaH1YgUAmSsWDGgXWSsXAtB24fKIegBhqMlYFbHO3+6k8eCJkMtSb4jcbKlOGr2OrFuXh+wnFXC5qd68HTUQ/llNMlaFiH29XasKIWKHjFUh4oOM1ciRKwwhBsmYkUrqDXOofP0DDOkpKJqRke9VFIW0pXOpePmdoGVNR06SPGMSeltSFCITQgyW6g/gvFRB65lS2s5d5Lr/8XVg8OXwdInBJUD7QtFp0ZiMaE3GK38a0HT9vftrnf+vMRnRGPS0NzQCULB+Lcd/8bt+zfjSJpgoWL8WgJMP/ZHG0+fJuGkRugHOvhJCxI+G/cdQvb6g1xPyRpOQmx2FiMCQlkLa8vnUvr87aJnrcjUNe49gXzQrCpEJIYQQQgghRP9IYkqIMEhdPAfHnsO4q+sxZadHO5yISRiTjbkgl/aSsu4L/AHqdx4ka83y6AQmhOg3NRDAWVbZkYw6e7Fb+apwlcPztTrRJSeGTCJd/VrXMqMBjX7gX1eaiktxOxox2m0UrF/L2cee6/O2BfeuxZCSTGtpGVVbdqEGAlx6+jXSll5P4tSJEZ8xIYSIDF9zK8099My0Lw5dyjhSEqcW0n6xgrbi0qBlDR8fISE3m4Qx0UmcCSGEEEIIIURfSWJKiDAwpNpIvTJ7yJhhR9GOnDr8qUuup720HK4qcdVWXIqrYgqmURlRikwIcS1qIICrvJrW4lJaiy8Q6GE2UWtJGSnTJ5O5YgGVW3b1+zid5fBUrYa8b39lUDH3m6pStfcQeatXMPPhDTSdOkfNjv3X3Cxz2TxmPrQBgOI/PNtVIkv1eKl9fw+tZ0pJX7UYfXLikIYvhIg8x8dHUP3+oNctE/IwZaVFIaLPKIpC+qpFuKtr8TUFz2KtfmcHud+8Ha05IQrRCSGEEEIIIUTfjIyaY0IMklarxWazoe0l4ZS6aBam0Zm4KmsjGFn0GVJtJE2bGHJZ/Y790pNFRJTiD2BobEXxh7/PxnChqirO8ipqt+7l4h9fpOLld2g+errHpBRAydMbgY5yeNoEU7+O9/lyeLUHjg088EGo3nMIx4litEYDyzY9wYTvrOvxfWgTTEz47jqWvvk4WqOBSxvf48zv/xq0nvNSJWVPv0bT4ZNynhsAGasiVnkcTbScOBu8QFFipkye1mggc/Vy0ATP2vS3tlPz7s6wnZdkrIq+mGFp4IbEGm5IrGGO4zCrJmtYdWdRtMMaMfpyrSqEiD4Zq0LEBxmrkSMzpoTog4SEBIqKer+40icnkr5iAeXPvknA6xtU6al4k7JwJi2nzqN6vN1ed1XU0Hb2ItbCsdEJTIw4OpeXlFPl0Q4j5qiqiruipmtmlP9Kab6+qnxvJ60XyrGOzRlwOTyXo5Gmsxf6GXmYqCrnX9oMgL2okDmP/oSpP/sBpc+8RtXWPXhb2tAnWsi6cREF99yJISUZgJqPD/PJ938eNCO0a7deH3XbPu6YPXXz4q7txLXJWBWxqmHPoZBjPvG6cRhSU6IQUWim7HRSF8+h/qNPgpa1l5bTdOhTbLMHnxiQsSr6Ikn7WT+2Vm8L6YkK6VkyozhS+nKtKoSIPhmrQsQHGauRM3LunAsxCKqq4vf70Wq1vfYUsc+fgWP3QVyXqzCPzYlghNGlMyeQMncajl0Hg5bV7/wEy7jcEVXeUESPSke5OMUfYKR3/1FVFXdVHa1nSmgrvoCvpW1A+9FaErAW5lO15yDjx+YMuBxedQ83eyNF9fk49/ybZC6YRdbCWRjtNiY9cB+THrgvaF2Xo5HqPYeo3nuQUV9bTf32/bR8GmIGRef6l6spf+Z17ItmkzzrOhSNTEi/FhmrIha5a+ppPRPcuwmNhpQFMyMf0DUkzymi/VIFzguXg5bVf3QA0+isQZcelLEqROzr67WqECK6ZKwKER9krEaO3DkRog/a2tr4+OOPaWvr/cau1mwifeVCAm4vfpc7QtHFhuRZU9BaLUGv+xpbaOqhgbgQ4eazGKmdW4jPYox2KFGhqiru6jrqP/qES396mcvPbaLp4Kf9TkppzSaSpk9i1F1fJO9/fJW0FfNxfHp2wOXwHCfOUL03OHEdcapK9Z6DHP3Vnzjz1Cs4ThTTVlGNq76BtopqHCeKOfPUKxz71Z+o3nMQVNCajGR84Qay1t4U8hzXtWufn/od+7n8wmY89Y2Re09xaqSPVRGbHLsPhXw9adrEmOwnpygKGV9cgtYSop9UIED15g8JuD2DOoaMVSFiX1+vVYUQ0SVjVYj4IGM1cmTGlBBhZptTRP2uA7Sdv4RlfF60w4kYjV5H6g2zqXnno6BlDR8fJnHKeLQmuakhRDeKQnJhPumzp2K029Aa9fjdXtyORmoPHqepuPSas4xUVcVT66C1uJS2MxfwNjYPKBSNyYi1cCyWifkk5GQFz/oZYDk8x4kznH/p7Y7H7mOFqtJUXNrx8+0jS34upnvvxPHRJzQfO9Pjeu7KWsr/+gYpC2Zgu36qzJ4SIk44L1fTXlIW9Lqi05Iyf3oUIuobnTmBjC8upfKVd4OW+RpbqP1gDxm3LJWnPYUQQgghhBAxJeYSU263mz/84Q+8+eabVFdXk5GRwS233MLf/d3fkZAQ4mlAIWKMxqAn/cZFtJ2/hK/dic48cn5vrZPH0XjwUzw19d1eD7g8NHx8lLRlc6MUmRAxRlHIXDiLrAUdJeWuZhmVgb2oELejkaq9h7pm73yep66B1jOltJ4pxdvQNKAwNCYDlvFjsU7MJyE3G0XbexJloOXwYiopNQhao4H0mxZhKcyndssufM2tIddT/X4cuw7SdvYC6TffgDHdHuFIhRD9oapqyHLE0DEjXGcxRzii/jHnjcI2bzqN+44GLWs9XULCmFEkTS2MQmRCCCGEEEIIEVrEElMXLlxgyZIlANx6663893//d9A6LpeLFStWsG/fvq7XiouL2bVrF08//TTbt28nIyMjUiELMWDJ0yeSOGUCLcfPoCvMj3Y4EaMoCmlL51Lx8jtBy5qOnCR5xiT0tqQoRCauKQwzd0TfKDod4+5ajb2o4yah29FIydMbqd62F29zK/okK1krF5J/z50Y7TbyVq8gMS+H8y9txl1dR2vxlWTUAMvFaYwGLOPHYJmYj3nMqP73f7tSDq967yGSJ4wlfc40jPZktEYDfrcHt6OJ2gPHaDp7Ydj+zpjzRpG7/k7qdx6g+cipHtdzV9dT/uybpMyfTsrc6ddM/AkhosN58TKu8qqg1zVGA7brp0Yhov6zL5yJq6wSV0VN0LK6bXsxjcrAkGqLfGBCCCGEEEIIEULEElOvvfYa5eXlKIrCbbfdFnKdn/3sZ3z88ccoioJ61c2s06dPs27dOj744INIhBsXLl68yG9/+1s2b95MWVkZRqORcePGcdddd/G9730Pszm2n+4czhStloybFtF6pqTrRvNIkTAmG3NBbnA5HH+A+p0HyVqzPDqBidDCMHNH9IOiMO6rq7FPKcTv9nD4wYcoeerVoJ50lVt2ceznv6Vg/VpmPrwBe1EhzkuX2fml76MGAv0/rEGPZdwYrBPzMeeNRtH1MxkVygDK4Q0nGoOe9JULsE7Mp+a9nfgaW0KvGAjQsOcwbWcvknHzDRgzUyMbqBCiV6qqUr8z9Gwp2/VT46YMsaLRkLF6GeV/fZ2Aq3tfKdXnp/qtDxm9bg0afcwVzBBCCCGEEEKMQIp6dQZoiHzlK1/h1VdfxWKxUF9fj8Fg6La8tbWVrKwsnE4nAN/61re47bbbuHTpEj//+c+pq6tDURTef/99VqxYEYmQY9qmTZu4++67aW4O3UuksLCQzZs3M378+D7v0+VysXv3bgCKioqC/o1GskAggN/vR6vVouljvxBVVbn0l1dw7D6EZVLBiKrt76lvpOzp10LOlhj99VsxjZKZj7GgvzN3ABwnijn/0mZUny+KkfdMVUDValH8fpQYTKBlLppN3uoV+N0etq+5n5od+6+5TcbSuSzb9ARao4FD//jvnPndM306lqLXYSnI7ZgZNTZHbkYOoYDXh2P3QZoOftr7ioqCbe407PNnhCc5GMdifayKkaO1+ALVm7YFva41mxjzra+gMeijENXAtZ29SNWbW0MuS5o+ifQbF/ZrfzJWRX+1ni4ha81ysu+4KdqhjBgDuVYVQkSejFUh4oOM1dA8Hg8nTpwAYNGiRZhMpkHvM2J3qU6dOoWiKEydOjVkwmPTpk20t7ejKAr33Xcfjz/+eNeyCRMmcPPNNwPw4osvjvjE1OHDh/nqV7+K0+nEarXyv//3/2b58uU4nU5eeOEFnnjiCYqLi1m9ejUHDhwgMTEx2iHHPY1G0++TkaIopN+4iObjxXjrGzGkpQxRdLHHkGojadpEmo+eDlpWv2M/o762ekQl6mLSIGbuAJx7/s2YLNOmqKD4/NEOIzRFIWvBLAAOP/hQn5JSADU79nN4w0PMeeQnFH7vbor/8GyPs6YUnRZzQW7HzKj8XElGRYhGryNt2TyshR2zp7yOHnp+qSqN+47Sdq5j9pQpOz2ygcaQmB6rYsRQAwEcu3uYLTVvetwlpQAsE/JImjE5ZJnR5qOnSRgzCmvh2D7vT8aq6ItiZyJtgY7vHL6kCVwoDZC9/Tzzl42LcmQjw0CuVYUQkSdjVYj4IGM1ciL2U758+TIA48aF/nK6detnT/b94Ac/6LbspptuoqCgAIBPPvlkiCKMHz/84Q9xOp3odDq2bNnCj3/8YxYsWMCKFSt4/PHHefjhh4GO/ly/+tWvohzt8OB0Ojl58mTXjL6+MueNwr5wJu5ax4DKb8WzlIUzUULc0HFV1NB29mIUIhKfl7lwVldSavua+zn72HNBSalOfqeLs489x/Y19+N3e7AXFZJ5JcESa3xGPQ0TR+Mzxt7NxOTCfIx2W9fMtP4oeWojbkcj1vxcslYt7rZM0WqxjM8jY/Uyxn53HVlrVmAtzJekVBSYRmWQ883bsc2dBr0k3731jVx+/i3qd3xCwBubsw+HWiyP1WFHUUieWMD4dbcz5fvrmfajbzPl++sZv+52kicW9Pq7Oty1nDwfMpGsS7SQPG1SFCIKj9Sl12NIt4dcVrtlF96mHkqPhiBjVfRFldfEJY+FSx4LFQnZnK9VOX8quN+ZGBoDvVYVQkSWjFUh4oOM1ciJWGKqra0NgKSkpJDLd+7cCcDo0aOZPn160PJp06ahqioXL47sG9r79+/v+ll961vfYsGCBUHr/OhHP2Ly5MkAPProo3i93ojGOBz5/X4cDgd+f/+fGE1bPh9juh13dd0QRBa7dOYEUuZOC7msfucnqAP4WYowGeTMHehIbMXizUxVp8FjT0TVxd7TLemzpwJQ8vRG/E5Xv7b1O12UPvMaAOPu/RJoNJgLcsm4ZSljv/t1sm5fSeKkgrh8un+40eh0pN4wh9Hr1vQ+U1ZVaTxwnPK/vo7rcnXkAowRsTxWhw1FIXPRbKb/6NtMXP8l7EWFWEZlYEpN6eofOHH9l5j+o2+TuWg2xN4pfUipPj8New+HXJaycGZcl9vU6HRk3rocJcQDCgG3h+rNO1D9fXtgSsaqELFvMNeqQojIkbEqRHyQsRo5EbvC0Go7Lu7c7uAn8mtrazl79iyKonDDDTeE3D4jo6MnTUtL35/wG45ef/31rr/fd999IdfRaDTcc889ADQ2NvLhhx9GIjTRA2O6nbTl8/A2thCI0b48QyV51hS0VkvQ677GFpqOBJf5E5ERjpk7JruN5AljhybAYaqzT1f1tr0D2r5q6x4AbNMnMfa7Xyf7zptInDwOjVH6AcYiU1YaOd+4jZT5M0DTy+yphmYuv7CZug/3EZAHSUSYKDod479+G3mrV3Sd70/95i9sX3M/7y/9OtvX3M/pR57E7WjEaLeRt3oF479+O4pu5My0bD5+Bl9za9Drensyidf1vUdrrDLYk0lbGfwAG4C7sgbHnkMRjkgIIYQQQgghPhOxq0+73U5VVRUXLlwIWvb5xMnChaEb8rpcHU+Xh+pPNZLs2rULAIvFwuzZs3tcb+nSpV1/3717N6tWrerXcdatW0dzc/PAgrzK2rVr+c53vtPrOo899hgbN/bvBvm1bNmypdfltbW1fOMb3+jTvgKBAG1tbVgsll7rjP7P//k/+dKXvhT0euri2TR8fBTX5WqevnCcAxfO9em4fZFitvBfXwmdpOx0rqaSf3/n1bAdE+A7S2/m+rETel3nP95/nWK1DK83+HdJ2XoJw/Ft/eo1NS49ix/f8uVe1/nkwlke2/Fen/fZF//7i19ifEZ2r+v848tP0tDeFrZjzhk7nu8u/UKv67z36WFeOrC73/s2paage+y/cFbW0NZc0W3Zj3Q5JCs9fzT4nS7mzZpDQnY6vnYXrjpHv49/tZuum8HXrl/c6zovfLKL908euea+VK0Gn9mIrt2Nco2nwf+8/vu9Lne0tfL/vfLUNY/ZV+b3X+KBf/gH0kLcCP28F321fKoG/y7pd9SSvOAEAZ+P9oq+l8eJ5XPE/337Fc7XVoXtmLF2jlB0WuyLZmGZkMc//O1xGt29lALYdwHlwLvobUl9mvk2lOeI3vznl+/FbrH2us63nv79NffTn7EaznNEf0T6HAFw15xF3DxlZq/r/L8d7/b+PUIBU5od3fsvoaoq7Rcv4wpVUnjzsyj/+H2yxuTy4aljvfYQHG7niIDXS8PHR0Ouc2FCBr/463+H7ZgQve8R31lyM86LFbSeOh+0vHH/Mfb4m3n94sle99OfsQrhO0f0h5wjurvmOaKf+vI9orK+jBc/fKbba3qDjqdf6/13oTf//M//3O2aNpQf/vCHnDoV3E9toCZPnsyjjz7a6zo7duzgl7/8ZdiOCfDII49w3XXX9brOunXrqKsLXYGjr9eqn7dkyRL+5V/+pdd1Xn31Vf74xz/2aX999be//Y309N57bPb33sW1DIf7EX3V0/2Iz/s//+f/8NFHH4XtmGlpaTz33HO9rnPy5EkeeOCBsB0T4vMcMZCxCoM/RwyEnCO6k3PEwMXjOWKgYzVev0f0VVJSEj/+8Y8HtY+rRSwxdd1111FZWcnHH39MU1MTycnJXctefPHFrr8vWbIk5PadPaqudYIa7joHzPjx49H18lTrpEmf1cUfyAfxsWPHwvahdv31119znbKyMg4cOBCW4/WVx+MJ+zFvv/32kK/rrBbSb1zIpac2crG2mhMVl8J2zPTE5Guu4/R4wnpMgOY+1Fo9X1vFqYYebqD7gcr2sMYEHXGF+706PZ5rrnO6uoLaluA+FQOVkXTtf9f6tpaBvddetvGh9ris09GL5+Fi8E2ugZo6Ou+a61Q1NYT93/VavH5feI9ZcYnKykqyk3q/SVOpejinhij11+KCj+v7fdhYP0dE+t81GucIY0YqF3V+al3XKOHoA+r6dmN6SM8RvfD6rz3zN9zHHDHnCGBlW+gSuJ93yVF77eNe7mNcfqgvPc/2NfezbNMTXT0Eq/cc7LbacDtHNB06ib89+PiGjFQ8qUmc2Dk8vkcoikL6jQtxV9XibQh+SOji4WOccFWE2Hrg5BzxmZg+R/RDX75H+LwuLlcHJ8MulA38uA0NDddc59SpUxG/hmxoaAj7MVtbe39oCeDo0aNUVlaG7ZijRo265jpVVVVhf6+ePpwPw31MuR/R3blz58J63Ozs3h+8gI7f8XC/VzlHdCfniIGTc0R3co4YWvF8jkhLSxvU9qFELDH1hS98ga1bt+J0Ovkf/+N/8OSTT2I2m3nppZd4/fXXURSFsWPHMnXq1JDbHz58GEVRGD8+/ktrDJTL5epKFuXk5PS6bkpKChaLhba2NsrKBnFFEAaBK0/oer3eoFKOWq2WhISEIT1+qAE6VMfsfK9utzuot1fCtEKsE/Px739/SI6tKuAzG4Ne17UFl88M1/EA/EY9gav6Dmg8PrRef9h7EKlXymGpGgVfwlWzJ1XQtw/Re73yp8+kR9V2f69atw+NL/x1Z9UrP7uAVoPf1H32hBJQ0Tmv/YUtXnT+uwZ0WvzG7h9Lij+AzuXtQ7ps4LxmY1BvlaH8+WauWEDlll1Dtv+eyDkiyueIcL/XKJ8jfAmGrp93J63Li6aPfWv6YySdIzr/Xf0GHQF99x5HGq8frcfHUDSD6uwhOOeRn5C5aDblxz7tmjU13M4Rfpebxk+Oh1yeung2imvwM4GDjnvlz2h8jyDBSOqXV1H1l41w1fgMeIeuxLScI4bXOaLj2D1/j5hmDl9Stet4V85BLpcL31Xl0A0GAwaDoWudcB/T7/eHbHhutQ58BlhfOJ3OoH4WRqMRvT78PUQ7r1t9Pl9XdZpOGo0Gs9kc9mN+XltbW9C/n8lk6vXh24GS+xEddDodJpNpyMZNIBCgvT34wVOLJbi0fziPK+cIOUcMlpwjOsg5InzHHAnniHCJWGLq3nvv5f/+3/9LY2Mjr7zyCps2bcJsNtPQ0ICqqiiKwve+972Q2x48eBCHw4GiKL2WrxvuPt9fqy+/zJ2Jqb5kTodS54dYbW0tJSUl3ZbZbDaKioq6To5D4ejRo0Enm5kzey+BMVCdH2KVlZWUl5d3W5aZmUnGzTegvvDnsB6zsxm1qtXimJYftDx9f3FYj9ep82K4NTcNV3r3JyktZXVYy+uCbr4M+piGjlOWL8EQ9F4Vn5+MT86G9Xif7bzjj+aCbLzJ3b+AJZ6vxFzb3NHnJ4wt8PzGjg8OT5KZpkndE9GaNhe2XSdw14T/5lk0dL5XV2oiLQVZ3ZYZGltJOVXea4+ewXJMzYOrpmenHinpYe3BK1i/luO/+B1+5zVmz4SJnCM6RPUcUdMUdIN2sKx5o5ny/fVoEox4NNDe3s6lS5eoqalB2+4m7WhpWI93tcZJOfhN3ZN/tpNlGJvCV4qs00g6R/iv/A63Z6XQPjq12zJTdSPJJVWo2qF5ryVPbWTqT3+AyW5Dt3IuNTUdM56H2zmi8ZPjBNzBSQPt5HwSxo6G00Pw2RqFc8Tnv0e0zi3E4PPgefLNsB6jN3KOGD7niGh9j+i8YXbx4kVqa2u7LcvNzSUvLy/s15CdT+o7nU6OHDnSbZlWq2XBgtB92war81r17NmzQeX0x48fT1ZWVtjfa+d1a1NTU1CFFbPZzKxZs8J6vKudOnUq6Gb3lClTSElJCfux5H5Eh8zMTCZMmBD299p5E9Tv9weNG4D58+eH9Xid5BzRQc4RgyfniA5yjhi8kXSOCJeIJaZSU1P5y1/+wle+8pWujPvnTzLz58/n7/7u70Ju+8ILL3T9/YYbbhjyWGPV539efem1ZTR2PNEWKksbSSaTCegow5iUlNRtmVbbcVOiPzU7+2v69Ok9xhRunT/z7OzsoCmOOp0Oo8GAwRrepwEUX8fJRfH7sR8LvhHZl34AA6Hxdny4WMvqMFd2v4mj8fiG5Nid+9U5PcHvdSgfhb2y76SSyqCbZDo/jP/6beiefiSsh9S6Oz5E9U1tJO06jqeiFk9lLZ6KGjyVtTS3u2jxD4/EVOd7NdW3oG/tfr7q+h0KDN0/sP34xaCHiztjCje3oxGj3UbB+rWcfaz3OsvhIueIK6J0jtC6r7zXMP8OG60WLKMyAEgAkpOTyc7OxtXYROX+o9QqQ5uYsp0uDzkbYiiMpHOE9srvsLmqAVN994uKzjGl+IfmvfqdLkqfeY1JD9zHuORUfB/su3K8YXSOcHpoOhS6p1Lq3On96nvZL1E4R3T+jhqa27EfK0XNGUVdYR7O4othPU5P5BwxfM4R0foe0fl0b15eHqNHj+62rPNaONzXkJ37TUhIYMaMGWHdd286zz0TJkwI+aQzhP+9du43OTk56L0O5bV5p8mTJ4ecDTEU5H5Eh86ZJuF+r50/Q61WG3LcdC4PNzlHdJBzxODJOaKDnCMGbySdI8IlYokp6KhluWfPHn75y1+ya9cumpubyc3N5a677uJf/uVfQk7JbGtr489/7phhYjQaWbFiRSRDjimfPzH1pe5qZyZ8IFNAp02bFpRlHai8vI6673q9vsfpg7m5ucyZMycsx7taT7PLDAZDn4/Z18Z3nXV4jUZj1+C/2nVzZ1NZWYmiUVDCMA05xdyR6FJU0PdQbifBYKBo1JhBH+vzkk0dv1datxdtD1V+xqVldmug7m1qCdnTQWPQY0i99pMv41IzgY6bNz2916SEhLC/V/OVDxfd1TdUFIXx627DPqWQmTNmYPcroRvMA4pGgyndjjlvNIqi4Gt34ap3BN0sVwMBVK+XjFYfla+9j7uqLuTPDCAFHeOV/n9hMdiSSJpYgOrz4zj8abd4ddco/6JNMDFv2vUoOi2tpVeeQB7kjbzsRBsAGp+/x3JG2ckpffp37W+Tdui5vJteqxvU75K/zYm3uZXP/yOrRzqeKp758AaaTp2jZsf+oO2yFQPj+ezfVZ+USNKkAhRFwd3QhLelf0+bx9M5YrBi7hzxOZMyR5HZQ58Of5sTX0trj6UEFI2GxHF5GOwd26s+P/ZGJ9vX3I+3uRV9kpWslQvJv+dOTHYb+auWkDwqi7RTx8L+XvXajs+t3spUhXushvMcMRBDdY4IJc3c8Z1F6/F13YC+2hh7Wo/HNWelozHoaT5dgqepb9/jkj53OVC1dQ+THriPhKTEbmNouJwjRns1qL7gn6s5P4fENDsQm+eIgchL6bjZoPEH0Fz5t8y8cRFlFbX4WzvKqHz+e4Si1WJItwcl5/r7uRquc0R/yDmiu97OEQPR3+8Rfqcbgz0Jfcrgfp/t9o4x2dvNueuuuy6sCeXJkycDHTfJerqGTElJCft1a+exertunz59etCNtU4DadJeWFgIdNyI7Om9ZmVlhf29dt606610U7iPORzuR/RVX+5HTJgwIazH7by5rdFoenyvVqs17O81Hs8RAxmrMPhzxEDIOaI7OUcMXDyeIwY6VuP1e0RfXZ24DQdFDXdBxTDzeDxdzbn0en2fGvANVy6Xq+uXbPXq1bz11lu9rm+1Wmlra2P+/Pns3bu3T/vfvXs3AEVFRX2alTVStLa2cuTIEWbMmBGWmqAVr75H1VsfYp1UgBKjWeuh4Gt3cunPr6B6gm/MZK5ZgbVwbOSDGoTMRbPJW70Cv9vD9jX3h0wyXC1j6VyWbXoCrdFA6cb3uPDSZtzVdbir6nDX1HfdLBoKGpMRY1Yaxux0lr30OxIy0jjww3/r18ydCd9dx5xHfkJraRlvXfcFtFYzGbcsJWF05pDF3R9eixHHtHzsx0p7vHky1PxuD7Xv7aTtbPBT6YpGw6LnfkPunavwuz0cfvAhSp7eGLKsnzbBRMG9a5n50Aa0RgOOE2c49/ybQzvzR0SNt7GZmvd24Sqv6va6otGw6PlHyL3jps9+Z556Fb8r+Pdbm2CiYP1aZj7c+TtTfOV3JvZ+aWJhrA5H0370bUypKby/9OvUfXyk39unLZjJTdufw1XfwLFf/Sn8AUaRt6mFS395FUI8PJLzzdsxZqSG2Gr4cZZXUfHSOyHPC5YJY8lcs7zbBbqMVdFfradLyFqznOw7bop2KCNGuK9VhRBDQ8aqEPFBxmpoHo+HEydOALBo0aKwzOyL6IypgTAYDF3Z65HOZDKRmppKfX19UC3QqzU0NNDW1vFUfW5ubiTCE/2Qtnw+jQdO4KqoISEn69obDBM6cwIpc6fh2HUwaFn9zk+wjMtFGaJpvGGnKGQt6KirfPjBh/qUlILuDebTZ17Hvm/8Q8gZVoOlMRkwZqZ99l9WGrpES9fNpppPjpG3ekWvM3eulrlsHjMf2gBA8R+eRQ0E8DW3UvHi26TMm07K/BkoYe4HEm/c1XVUbfoQX1PohmNqIMD+7/0MU04W6ddPY86jP2Hqz35A6TOvUbV1D96WNvSJFrJuXETBPXdiuPK0sePEGc6/9LYkpYYxvS2JUXd9keajp6n/6BNUb8eT8IXf/2ZXUupaCXC/08XZx56j6dQ5lm16AntRIZkLZlG9J/icK4Ynf2cZ2KSBXUDpEy1X9nPtmfnxpmHvkZBJKevE/BGTlAJIyMkiZcEMGvYcDlrWdvYCzcfOkDx9UhQiE0IIIYQQQowkI/sOYhy67rrrADh37hy+EKVIOp0+fbrr751TCUXsMNiTSb9pEb6WNgIhZg8NZ8mzpqAN0WfL19hC09HTIbaITcmF+RjtNtyORkqe3tivbUue2ojb0Yg1P5esVYsHHYvGaCBhTDa2OVPJvHUZY771Zcb+r28w6stfIPWGOVgLx6JPsnZ7Arp6zyEcJ4rRGg0s2/QEE76zDm1C6KcdtAkmJnx3HUvffByt0cClje9x5vd//WwFVaXh4yNcfuEtvA3hKQEab1RVpenoaS4/v7nHpBSAKTeb7K98gdLXt3DxrW1dPacmPXAfyzY9wU3bn2PZpieY9MN7MaQk43I0cvGtbZx7/s2Q5afE8KIoCskzJpO7/k4SxoxC0Wgo/N7dwMAS4ACZC2cNutymiB9uRyMAmSsG1lg3a+XCK/tpCldIMcFT30jLyXPBCxSFlIVD27w7FqXMm44pN/SDUfUf7sNdOzx6WAohhBBCCCFiV9RnTJ04cYKysjIaGhrw+Xzcc8890Q4ppi1evJidO3fS1tbGwYMHmTdvXsj1duzY0fX3RYsWRSq8YUuj0fS7tui12BfMpGHfUZwXL2MeNzQ172ORRq8j9YbZ1LzzUdCyhr1HSLxuPFpT6Fq3sSR99lSAHsuw9aZbg/l7v0Tlu8E/i54oet3nZkKlYsxKQ29L6n/tbFXl/EubAbAXFfZ55k7Z6+/z8X0bQpYAclfVUfbX10lbPp/EoglD10S+F0pARdfqCnsT+d4EPF5q399N6+mSXtdLmT+DlAUzOsp3qirVew5SvfcQyRPGkj5nGkZ7MlqjAb/bg9vRRO2BYzSdvRCTZdjE0NInJ5L95ZsxGI1Yx+YMOAE+9ac/wGS3kTxhLE3FwQ3roykaY3UkKH1+E/Zf/oiC9Ws5/ovf9evzqbMUJEDNvuDZNPHMsftQyHNpYtGErt5tI4mi0ZB5yzLKnnmdwFW/I6rfT/XbH1H0r39HxryZGNNSwJIA18/HXddA7cHjHecT+WwSImYMxbWqECL8ZKwKER9krEZOVBJTFy9e5OGHH+b555+nqan7E5lXJ6aqq6v5u7/7O1RVZc6cOTz44IORDDXm3HHHHfz7v/87AE8++WTIxFQgEOCZZ54BwGazsXz58ojGOByZzWZmzpwZ1n1qE4xk3HwDFx9/AV9rOzqrOaz7j2XWyeNoPPgpnpr6bq8HXG4aPj5K2rK5UYrs2tRAAE99I/ors4uqt127f1sonQ3mrfk5Pa6j6HQdyafOJFRmGnp7ctgSPqrPx7nn3yRzwSyyFs7qmrkz6YH7gtZ1ORqp3nOI8q270ael4L+qD07XPr0+arfsor20jPSbFvU4C2uo6JweUo9fiNjx3LUOqjd9iLeh59kFmgQTmbcswTw2xL+1qtJUXBpzSQMRfYqikPflLwKDT4Cnz5kWc79jkR6rw52qqtR/9AnNh04y8f6vYh2bQ8H6tf3qIVhw71oMKcm0lpbx6S9+R9aaFeiTE4cw6shwVdXRdvZC8AKtBvv8GZEOJ2borGYyvnADVa+93/WaotFQ+P1vUvi9u7Fe/ZmVaMWSlY69qBC3o5GqvYc6yoRKfkqIqBuKa1UhRPjJWBUiPshYjZyIJ6aef/55/uf//J+0tbWhXvWkXaibrZmZmdTU1LBjxw7efvtt/tf/+l8juvHY3LlzueGGG9i5cyd//vOfWb9+PQsWdC/X8qtf/YpTp04B8MMf/hC9Xh+NUEUfJM+YRPKsKTTsO4JlYkFUZphEg6IopC2dS8XL7wQtazpykuQZk9DbkqIQWbCA14e7qhbX5Wqcl6txV9QQ8HiZ8U/fAcDb3Dqg/XpbOnrA6a7081B0WgzpqZiyrkpCDfUTGv2cuaNPtDDqK1+g8ZPjOPYcgh5mO7SdvYirspaML9yAOW/00L6HKGk+cZa6rXtQff4e1zGNyiDz1uVd/85C9IfRbgMGnwA3jsAZISOJGghQu2U3LZ+eBTp6AM76z38aVA9BT3U95c++Seaty+L+HO7YHbrHWvL0yegG2ItruLAU5JI8ewpNBz9FazKy4KmHyb1zFUDXTM3qbXvxNreiT7KStXIh+ffcidFuI2/1ChLzcjj/0mYpNSvY15pKo6/jmlNNS0dz2M+o5oPcec/sKEcmhBBCCCFiVUQTU6+++ip3393RK0FVVWw2GwsWLOD8+fMUFxf3uN23v/1tduzYgdPp5N133+XLX/5ypEKOSY8++iiLFi3C6XSyatUqfvzjH7N8+XKcTicvvPACjz/+OACFhYX86Ec/inK0w0NraytHjx5l+vTpYU2MKhoNGTffQMup83jqGjCm28O271iXMCYbc0Eu7SVl3Rf4Azh2HSTz1ujM9PO1teO6XIOrohrX5WrcNfUhky++1nZg8A3mURRy7rkDQ6pt6JNQvenHzB1FoyFl3nTMY0dTvXl7j32l/K3tVL7yHsmzi0hdPBtFpw131EG8ZiOOqXnYj19E3+4ekmMEvD7qtu7tugncE9v1U7Evmo2ilenfYmC0xo6bfINNgGuNhrDFFC6RGKsjQcDro/qtD7t9lhb//q+kL5xF7p2rWLbpCQ4/+FCPs+60CSYK7l3LzIc2BPUQDLjcVL66hdQb5pA8pyguH55xllXivHA56HVFryNl3rQoRBR7Um+Yg6uihusf+Qm5d9yE3+3p+J156lX8ru5js3LLLo79/LcUrF/LzIc3YC8qBODc829Kab8Rzh3Q4FKv3FrQ6sAL7W2e6AY1ggzVtaoQIrxkrAoRH2SsRk7EElONjY3cf//9qKqKRqPhpz/9Kf/0T/+E0WjkBz/4Qa+Jqdtuuw2dToff72fr1q0jPjE1c+ZMXnzxRe6++26am5v58Y9/HLROYWEhmzdvJjEx/kuwxIqrZ/iFizlvFGlLrqfyza0Y7Mko2qG/eR8rUpdcT3tpebebGYpGQ1LBGPLXfgHzqEy0Rj1+txe3ozHsfQ1UVcXraMJ1uRpXRceMKF9jS5+2bS0pI2X6ZDJXLKByy65+H7uzwby33RW3CUljZho537yd+u37aT52psf1mg6ewHmpgsxblmJISxnaoBRAo+n4cwh4HE1Ub9qGp66hx3U0JgMZX1iCZQT1jhNDw+/2AoNPgPvdMXhzcIjH6kjgd7mpev0DXJeru72uBgLsvbej9HXunav63EPw0sb3gnsIXikR6K6pJ33VYjT6qLen7TNVVXHsCj1byja7CK05IcIRxSZFq2Xmf/5TV1Jq+5r7e51l53e6OPvYczSdOseyTU9gLyokc8GsjrJ+QoioGaprVSFEeMlYFSI+yFiNjIhdXT7++OM0NjaiKAo/+9nP+MlPftLnbRMTE5k8eTLHjx/n6NGjQxhl/FizZg3Hjh3j0UcfZfPmzZSXl2MwGBg/fjxf+cpX+P73v4/ZPHJ6FsW7tBXzaTx8Emd5Nea8UdEOJ2IMqTaSpk2k+ejp3vsaAJZRGYPuaxDw+XBX1eGqqLmSjKoh4BrYk/olT28k985Vg24wX3vg2ICOHys0ej3pNy3CnJ9DzZbdQU3UO3lqHZT/7U1Sl1xP0ozJcfnkfcup89S+vxvV23PJImNWGpm3Lh8WfVlE9LkdjVhGZQw6Ad549BTu6jqMmWnhDlFEia+1ncqN7+GpDZ0k93u8FP/tdQJ6XZ96CFZs3cPhv/9l0AyZTq2nS/DUN5J1+8q4Ob+1l5bjqqgJel1jMpI8pygKEcUoRWHUlXPF4Qcf6lPpR4CaHfs5vOEh5jzyEzIXzqJ67yGZNSWEEEIIIYTos4glpt5++20AUlNT2bBhQ7+3nzhxIsePH6ekpCTcocWtvLw8fv3rX/PrX/862qGIQdInJ5KxajGXntqI3+lGm2CMdkgRk7JwJu2l5cx//Jdh72vgb3d1JKGulOVzVdeBPxCWuCvf20nrhfJBNZh3ORo7ejcNA5bxeeRmpVPz3s6QZZMAVJ+fum0f015aTvrNi9FZ4iN5HvD5OmaFHT3d63rJM68jden1I2rWoxhatQePYy8qHHQC/Oxjz1P57kckzZiMfdEstKaR8xkzHHkbmql49V18TaFLPCp6HVm3rewot9qPHoKjv7aamvd20lZ8IeR+PbWOK32nlsf8QzS9zpaaOy0my1tGS3JhPka7reu7V3+UPLWRqT/9ASa7jeQJY/tUDlgIIYQQQgghIIKJqTNnzqAoCjfccAMGQ/8vBlNSOso/NTU1hTs0IWJCyrzpNHxynJZPz2KdmB/tcCJGZzGzZON/k3nD9YPqa6CqKr7GFpxXyvK5LlfjdYT3fKFotRiz0jCNzsQ0OpO6Iyexjs0ZcIP56j3D6+lindVM9tpVNB0+ieOjA6h+f8j12kvLKXv6dTJuXhzz5e68jc1UbfoQT019j+soBj0ZNy/GWjhyxq2IjKbiUtyORox224AT4K2lZVRdmW3VfOQUbcUXSF02F+ukgricuTjSuavrqdz4Hv720ElKjclI9tpVmLLTP3uxjz0ENQY9mbcup/GT4zh2Hgi5TkffqfdIXXI9ybOnxOzvUOuZUjy1jqDXtZYEkmdMjkJEsSt99lSAHvuQ9cbvdFH6zGtMeuA+0udMk8TUCJamd5Og6fje52tpw5SdTva41ChHJYQQQgghYlnEElMOR8fFYUZGxoC291+5wanRSBN5EXkJCQnMnDkTk8k0ZMfQ6HVkfnEJ7SWX8DiaMNiTh+xYsSRz4ayupNRA+hok5WRT/Ie/4rpc3eONuoHSJJgwjcog4UoiypiRiqL7bDZMzSfHSBo/FntRYb8bzDtOnKF67/Drx6AoCrZZU0gYM4qazdt77MUUcLqoev0DkqZPInXp3LD1LdE5PaQeKUF7pTfPYLSevUDtuzsJeHrelyHdTtaaFehTkgZ9PCGCqCpVew+Rt3rFgBPgxX94FjXw2UxRf7uTmrd30Hy8mPSVCzCk2oYq+l6Fc6yOFM6ySqpe/6DHc5Iu0UL2l24e1L+poiikzJ2GMd1O9ebtBEL1J1NV6nfs7+g7ddOimOs7pfoDNOw+FHJZyvwZMRdvtBntNgCqt+0d0PZVW/cw6YH7MI6Q760itOsSmrv+3lpeQtaSLLJXFUYxopElEteqQojBk7EqRHyQsRo5EbsyS05Opr6+ntbW0GVHruXy5Y7SUKmp8uSViDytVovFYhny41gn5mNfOIua93ahtyWiDPdErKKQtWAWMPC+BjlfWMKRf/i/3W68DpQ+JQnTqMyuGVH6lKTenwZXVc6/tBkAe1FhnxvMO06c4fxLb/e7R1Y8MaalMPoba3DsOkjTwU97XK/56GmclyrJXL00LP1vlICKzhniRmo/qH4/9R99QtOhk72ulzRtIqnL56HRyU1OMXSq9xwiMS9nQAnwSxvf48zv/xpyv66ySsqeeR3bnKKo3KwPx1gdSVrPXqBm844eZ6Lq7TZGfWkVuiRrWI5nzs8h5xu3UfnGB3jrG0PHdOr8Z32nwnTccGj59Czexuag13XJiSRNlRvlV9Ma9QB4mwd2jeZtabuyHymPKES0ROpaVQgxODJWhYgPMlYjJ2J3IUaPHk1dXR1Hjx7t97Zer5e9e/eiKAqFhXJBKSLP5XJRVlZGbm7ukGbMFUUhY9Vimk8U47pcTUJu9pAdKxaEo6+BNT+XrFWLqXz3o/4dXKPBmJmKaVQmCaMzMY7OQGdO6N8+ANXn49zzb5K5YFafGsxX7znUMVNqGCelOml0OtKWzcM8Noeadz/C3+YMuZ63oYny597CvmgWtjlFg0rI+g06WnPSsJbXofX03H+sJ97mVqo3bcNdVdfjOopeR/pNi0icPG7AcQrRZwNMgNcfO83pPz6HotH0mMwgEKBx/zFaT5eQtmJ+REtrDnasjiTNx85Q+8GeHku/GrPTyb7zJrQJ4f1+ok9JImfdmt77TtXUU/7sm2TdupyEMdH/zhLw+XDsPRxymX3hTOkBGIL/yqzFgSYX9YmWK/uRRLMQ0RKpa1UhxODIWBUiPshYjZyIJaaWL1/O0aNH+fTTTzl27BjTpk3r87ZPPvkkzc3NKIrCihUrhjBKIULz+XxUV1eTnT30N10MqTYybr6Bsmdew+9yD+sm9eHqazDu3i9dMzGlMRowjcromg1lzEwL3wwBVe1Xg/mRxjx2NLn33Ent+7tpO3cx9EqBAI6dB2i/UE7mF5YM+Kn/gF6LK9OGubqh3ze7285foubdjwi4er65pk+1kbVmRdTKn4mRaaAJcNvsIizjxlC7dS/OC5d73L+vuZWq1z/APG4MaSvmR2T2y2DG6kihqiqN+4/h2NVz2deEsaPJWrMCjUE/JDF09Z3qJY6A00XFK++SunQuybOui2rfqeajp/G3tge9rk+1YZ1UEIWIYp/b0YhlVAaZKxZQeaUfXX9krVx4ZT/SB1iIaInktaoQYuBkrAoRH2SsRk7EElPr1q3jkUceAeA73/kOH374IUbjtW+4nzhxggcffBAAnU7H3XffPZRhChET7PNn0HjwU1pPnsVSmB/tcIZMuPoaWPNzgpbpkq3dyvIZUm1Df7Osjw3mRyKt2UTmbStoOV5M3Yf7UH2hb0S7yqooe+Z10m9cGLGbiGoggGPXQRo/Od7reolTxpO2cgEa/dDcABaiVwNMgOttSWSvXUXb2YvUffhxyJv2ndrPX6Ls4mVS5s/omL0os0uiRr3Sx6m3UqjWSQVkfOGGIf93UhSFlHnTMWTYqdm8o+e+U9v34a6ui1rfqYDHS8O+YyGXpS6ePfzLIw9Q7cHj2IsKKVi/luO/+F2/HhTSJpgoWL8WgJoDoX/2QgghhBBCCBFKxK4a58yZw9q1a9m4cSP79u1j5cqVPPbYYxQVFYVc3+l08uc//5l/+Zd/6Zot9e1vf5sxYyJXZkaIaNEY9GTdspSSkkt4HE0YhmlD6XD1NdAlWrvK8nUmonRWc9jiFOGhKApJ0yZiys2i5u0dPZbLC7g9VG/eTltpOekr5qMZwr4VvpY2qjdvx3W5usd1FJ2WtJULSCqSUrIiBgwgAa4oCtbCsZjHjsax5zBNhz7tcfam6vPj2HWQlpPnSb9xwbAvKRuLVH+Amvd20nrqfI/rJM2YTNqK+RGdnWTJz2X0N9ZQ9cbWmOw71XjwBIEQSRVjVhrmCJapjDdNxaW4HY0Y7TYK1q/l7GPP9XnbgnvXYkhJprW0jLOPPk36jQujkpQUQgghhBBCxJ+IPjr4pz/9iUmTJqGqKnv37mX69OlMnTqVd955p2udO++8kwULFmC32/nhD39Ic3NH8+KZM2fy61//OpLhChFVlsKx2BfNxl1Vi+oPRDucIRGuvgYak4Gcu28nbcV8rBPzJSkV4wwpyYz+2q3Y5k2HXm6qtp48R9lfX+81aTQY7RcuU/bXN3rdvz4lidHr1khSSgwLGoOetGVzyfnm7ZhGZfS6rtfRSMVL71D99g58PfSHE+EX8PqoeuODXpNS9kWzIp6U6mRISSZn3RosE/J6XKez75SzrDJicfmdLhoPnAi5zL54TlTLC8Y8VaVq7yEAZj68gYylc/u0Weayecx8aAMAxX94ltaT56h4cTO+AT5sJIQQQgghhBhZIpqYstlsfPjhhyxbtgxVVVFVlZMnT1JaWtp1wfjmm2+yf/9+3G436pWneVesWMGWLVv6VPpPiKGg1+vJyclBH8ESXoqikLFqMQmjM3GWV0XsuJHkdjQCkLliwYC27+pr0NAcrpBEhChaDamLZzPqri/22k/K19TK5RffxrHnEGrg2glajdeP+XI9Gq+/x3XUQADH7kNUvvpeyKfrO1kn5pNz9+0Y0+3XPK4Q8cSYbmfU11aTfvNiNNfoY9h66jxlT75K05FTfRqDfdWXsTrS+J1uKl95l/bS8h7XSbtxISnzZ0Q10aIx6MlcswL7olk9rhNwuqh4+V0aD33a9X1+KDXsP4bq8Qa9njAmG3PeqCE/fryr3nMIx4litEYDyzY9wYTvrEObELrRszbBxITvrmPpm4+jNRq4tPE9zvz+rwC4q+sp/9ubOIfogRIhRGjRuFYVQvSfjFUh4oOM1chR1EhcLV5FVVWeffZZfvOb33DkyJEe15s8eTIbNmzg7rvvRiN14Yecy+Vi9+7dABQVFWEwDF35LNF39bsPUfbURkw5mWjNCdEOJ6ySJxYwcf2XcDsaeaNgeb/7GtxRuh1DSjJnnnpF+jrFMb/bQ93Wvb3OEAAwZqeTectS9LakAR/L1+ak5u3tOC/18iS/VkPasnkkTZ8kT9mLYc/vdFG/8wAtx4uvua4xM420GxdiykqLQGQji6+ljYpX3+uxRB5aDZm3LMUaY30n20rKqHm7h75TV1ivGz+kJd58LW1c+ssrqL7gJOfodbdiyu59dqDooOh0jLtrNfYrM4TdjkZKn3mNqq178La0oU+0kHXjIgruuRNDSkeJ6Usb3+Pj+zbgd7m770yjIX3lApKmTYz02xBR0ubX4qfjO1N7STlpy+aS/YXF2OxSxUAIIYQQYjjweDycONFRpWLRokWYTKEfZOuPqCSmPq+qqoq9e/dSUVFBU1MTFouFzMxM5s2bR35+bF18D3eSmOqZz+ejtbUVq9WKThfZ2vkBn48Lf3yRxkMnsE4sGF43yhWF6T/6Nka7jQM//Ld+9TWY8N11zHnkJ7gcjRz71Z967Jci4kfLqfPUfbCHQIin3jspeh1pKxaQOGX8Z2NBUUguzCd99lSMqTY0JiMBlxt3fSO1B493JC1VFWdZJdWbt+PvpSyZLtlK1poVGDPlxrsYWVwVNdR+sAdPreOa6yZNn4R98Wy015ht1ZuARoPPakLX6kITxplY8cjjaKLylXfxXembeDVFryPr9htjduaPx9HU0XfqyizoUIyZqWTdtrLXGbIDVfvBHpqPng563TxuDNl33Bj24w1rikLmgllkLZyF0W7rcTWXo5Hyt7Zx8Af/SuDqpNTnJM2YTNqyeShaecBwuPuoOZ0Gf/fPhOzcZL7x3YFVRRD9E81rVSFE38lYFSI+yFgNbVgmpkTskMRUz1pbWzly5AgzZszAao1sM2+A9osVnH/0KRSNFmNmasSPP5QyF80mb/UK/G4P29fcT82O/dfeZtm8rhIyF9/aRvWegxGIVESCt7mVmrd3XLOvlKVwLOk3LWbUygVkLbj2DbQLL7zF4R/9O/RyA9wyfgzpN98wqJvtQsQzNRCg6cgpHLsPhSyL9nlas4nUpXOxTh43oAcmvBYjjmn52I+Vom/r+cb2cOeqqqNy45Yey4pqEkxkr10V87PUAh4vNe/soO3cpR7X0SSYyFqznITc7LAd19vYzKUnX4VA8OVMzvo7MaalhO1YI4qikDxhLOlzpmFIS0FJNKO2tOOpa6D2wDGazl4AVcXT0ETV670nJU05WWStWT7sZv2L7iQxFV3RvlYVQvSNjFUh4oOM1dCGIjElaT8h4oA5bxTpKxZQsXELenvykJXDiYbqPYdIzMvBXlTIsk1PcPjBhyh5emPIsn7aBBMF965l5kMb0BoNOE6coXqvJKWGE32SlVF3fZHGT47j2HMo5M1GANelSnKXzydn9Qqgo+RQydMbqd62F29zK/okK1krF5J/z52Y7DYm/a+7sWRnsPfeB0OUHFJIXTKX5FnXDa8ZiUL0k6LRYJs1BWthPvXb99F6pucSqf52FzXvfETziWLSVy7EkGqLXKDDRPvFCqre+ADV6wu5XJdkJftLN2OwJ0c4sv7TGPRk3raSho+P0rDnUMh1Ak4XFa+821EqdcbksJxvHXsOh/ycsE4eJ0mpwVBVmopLaSou7TWJbEhJJmfdrVS/vYP2krKQu3KVV1H+t01k3b4SY8bwerhKCCGEEEIIMXDD5+62EMNc2vJ5NB09jfPiZSzj86IdTvioKudf2gyAvaiQOY/+hKk/+8E1+xo4Tpzh/Etvg8z5HHYUjYaUedNJyBtFzds78DY0By1f8PR/krNmJX63pyOZ+dSrQQmnyi27OPbz31Kwfi0zH95A7p2rANi97u9Rr8yc0iVayLx1OaZR0oNEiE46q5nMW5eTWFRI3ba9QWPw81xlVZQ98zq2OUWkzJ8xrB6cGEqtxaVUv70D/KFncepTbYz60s3oEi0RjmzgFEXBvmAGxgx7R9+pULPuAip12z7GXV1P2o0L0AyiNIa71hG6N6FGwb5w5oD3K/pHYzSQdceNNOw5RMPHR0Ou42tu5fLzm8n4wg1YJ0qpdiGEEEIIIQRIwW8h4oTOYibr1uUoWi3eppZohxNWqs/Hueff5OJb23A7GjHabUx64D6WbXqCm7Y/x7JNTzDph/diSEnG5Wjk4lvbOPf8m6i+0E+Zi+HBlJVOzjdvJ3FqYbfXC7//TXLvuKmr/OPZx54LngV1hd/p4uxjz7F9zf343R5y71xF4ffuBsCcn0PON2+XpJQQPTCPHU3OPXeQsnAWilbb84qBAI37j1H21MZeS7mJDk1HT1O96cMek1KmURmM/urquEpKfZ5l3BhGf+M29L3M9Gr59CwVL77dY1+tvnDsDj0zK2nqRPS2pAHvV/SfoijYF80m89blKD0kG1Wfj+q3PqR+10GkkrwQQgghhBAirI+1/uu//ms4d9ejn/70pxE5jhCdFEXBYDBEvcxX0rSJ2OfPoPbDfeisluHVTFpVqd5zkOq9h7r6GhjtyWiNBvxuD25HU7e+BmJk0Oj1ZKxajCU/l5otu1A93q7E0uEHH+pTTzKAmh37ObzhIeY88hMKv3c3tcdOYZtdFPUxLUSs0+h02BfMIHFyAXXbPqa9tLzHdX3NrVS98QHmcWNIWz4PfXJi9xUUheTCfNJnT+3oW2NNQL1+fkffmoPHaSouHdbnd1VVey11Bx0J88w1K+J+5pnBnkzOujVUv/MR7edDJyvdVXWUP/sGmWtWkJCT1a/9uypqQu5X0WlJmT9jICGLnqigcXv7NEPdOjEffUoSVW9sxdfcGnKdxn1H8dQ6yLxlKRqj9LPt5nPnSKPdhtaox+/24nY0xvw5coKpBY/akWh2VdWRPG0i2TeMi3JUI0esXKsKIXonY1WI+CBjNXIUNYyPrGk0moj8o/n9/iE/xkjkcrnYvXs3AEVFRRgMcrEYizz1jZz/zZN4Gpsx542OdjhCRIyvtR3F5WHB47/E7WjkjYLlIXuR9USbYOL2kg8x2m2ceeqVjhs8Qog+U1WVtnMXqdu2D39r7zNdOhMEtjlFKDodmQtnkbVgFka7rcdt3I5GqvYeonrPwWFXplVVO0rYNR851eM61snjyLj5hmH10ImqqjTsPULD3sM9r6RR+t13quLld3Beqgx63TZnKqlLrx9ouCJM/O1Oqt76EFdZVY/r6O02su5Y2VWieURTlGF1jmw9XULWmuVk33FTtEMRQgghhBBh4vF4OHHiBACLFi3CZDINep9hfxxzqEszSLZSjHSGVBuZq5dx6clX8bW1o7OYox2SEBGhs5oZ/z++BkDJ0xv7lZSCjrJ+pc+8xqQH7iN9zjRJTAnRT4qiYJ0wFnPeaBx7D9N08NMen95XfX4cuw7SVlLGDS/+jvS504COG6slT2+kettevM2t6JOsZK1cSP49d2K028hbvYLEvBzOv7R52JRrVf1+at7dSevpkh7XSZ49hdSlc4fd91xF6ej3ZMxIpfqdHahh6DvVfvFyyKSUxqDHNndquEIXg6A1JzDqS1+gbvu+HpOxXkcjl/+2icxbl2EemxPhCGOHotMx7q7V2Is6yhaPxHOkEEIIIYQYmcKamPrZz34Wzt0JETPa2tr49NNPmTJlChZL9Hs+pMydRtOxMzR8fBTr5IJhdyNLiJ4Y7SkAVG/bO6Dtq7buYdID92HspfeJEKJ3GoOetKVzSbxuPHUf7MFVURNyPUWj4frf/Avpc6fhd3s4/OBDlDz1alBPuMotuzj2899SsH4tMx/e0HWD9tzzb8Zs2aq+Cni8VL25DefFyz2uY188G9vcacP6s9wyfgw569ZQ9cZWvA1NIddp+fQsnvoGsm5b+Vl/rRClzVxVdYz78i2UPL2Ryvd2ogY6enUlz5mKNmHwT+2J7rxmI42TcrCdLkffHrqfYyiKVkP6ygUY0+3Ubt0LgeCeagG3h8qN75O6ZA7JI7G8rqIw7qursU8pHLHnSBEesXatKoQITcaqEPFBxmrkSGJKiD5QVRWPxxMzzZoVrZbsNStoP38Jd0UNptGZ0Q5JiIjQGvUAeHvoXXEt3pa2K/uRUqVCDJYx3c6or62m5dOz1O/4hMBVN1MLv/9Ncu+4Cb/bw/Y19/faE87vdHH2sedoOnWOZZuewF5USOaCWR0lq+KU3+mi8rX3cVfWhl5BUUi/cSFJ0yZGNrAoMaTaGP2NNdS8vYP2krKQ63T0nXqTzNtWMPauW0KWNjOlpmCbMoHcO1fReqGc4j88y9k/vYRt9pQIvIsRSIGAUQ8DzBklTZuIPtVG9Ztb8beHmOmsqtTv+AR3jYP0mxbFfX+1/shcOKsrKTUSz5EifGLtWlUIEZqMVSHig4zVyBk+ReyFGGFMozLI+MISfC1tQU9WCjFc+d0dZaD0SdYBba+/8hS+3+0JW0xCjGSKopBUVMiY/9+XSJxa+NnrGg2F37sbgMMPPtTrDdfPq9mxn8MbHgI6btoSpzMofM2tXH7h7R6TUopWS+aa5SMmKdVJazSQdceNpCyY0fNKgQAFd64ib/UKjHYbbkcjp37zF7avuZ/3l36d7Wvu5/QjT+J2NGIdm8Os//wnlm16HK05IWLvQ/RPwuhMcr5xG8bM1B7XaT11nooX38bX0nv/umFDUchaMAsYmedIIYQQQgghJDElRBxLXTybpGkTcV64LJl8MSK4HY0AZK5YMKDts1YuvLKf0KWkhBADo00wkbFqMaO/fiuGdDvZN9+AdWxOV7+U/ih5aiNuRyMmu43kCWOHJuAh5KlvpPz5zXivnK+uphj0ZH9pFdY4fG/h0NF3ahZZt61EMei7L9NoWPD0f5J7xyr8bg8HfvhvvJG/jCP/9J9UbtlF3cdHqNyyi8MbHuaNguUc+OG/4Xd7yFw8h3F3rZab9DFMl2Rl1FdXY51U0OM67uqOGXOuy9URjCw6kgvzuxKvI+0cKYQQQgghBEhiSoi4pjHoyb7jRnTJibir66MdjhBDrvbgcQAK1q/tdy8RbYKJgvVrO/Zz4FjYYxNCdMzmzbn7Nib947cBKHl6I35niPJdvfA7XZQ+8xoA6XOmhT3GoeSqrOXyC5vxt4ae9aE1mxh91y0k5GZHOLLYY5mQR866NehTkrpeu7r849nHnutxVnhnabPta+7H7/Z0lTYTsUuj15Fxy1LsS67vcR1/u5PLL71D8/HiCEYWeemzpwIj7xwphBBCCCFEJ0lMCdEHJpOJoqIiTKbYa6ptzhtNxs2L8TY0SUk/Mew1FZfidjRitNu6kkx9VXDvWgwpybgcjTSdvTA0AQohUDQarAVjAKjetndA+6jauqdjX0D15u007D9G+4VyfG3t4Qoz7NovXKbi5XeCem110iVbGf21W3stZzbSdPSdug1zQe6IL/8Yq7ROLymfXkLr9IZlf4qikHL9VLLXrkLTU7/HQIDaLbuo3boX1R8Iy3FjScDrQ2/pKD052HOk0Z4ctrhE/Irla1UhxGdkrAoRH2SsRk5Uu8u2trZy9OhR6urqaGlpIRDo24XHPffcM8SRCdGdTqfDZrNFO4wepS+bR8vJ87ScKMYyMR9FbsqI4UpVqdp7iLzVK5j58AaaTp3r083LzGXzmPnQBgCq9xwCKX0pxJDSGjtKtHmbWwe0vfdKnxldgpHW0yVwuuSzfZtNGNLsGNLtGDM6/jTYbSjaIXzeSlFILswnffZUjHYbWqMev9uL29FI7cHjlG/aSs3mHdDDd1lDegrZa29GZzUPXYxxqrPvlC7AoMo/Tv3pD7pKmzUVlw5RtCOPJhDA0Bz+hLA5P4fR69ZQ9cYHeHsor9t85BSe+gaybl2B1hzfNwZUv5/2C5dpPVNK27mLTPnOOmDw50htT8m9CCv3JOAKaAHwmEfTUBmg8WgFk6ePinJkI0OsX6sKITrIWBUiPshYjZyoJKaee+45fve73/HJJ5/0uy+OoiiSmBIR53a7qaysJDs7G6PRGO1wgmiMBkbdeSPnyyrw1NRjzEyLdkhCDJnqPYdIzMvBXlTIsk1PcPjBh3oshaNNMFFw71pmPrQBrdGA48QZqvcejELUQowsfnfH7Ap9knVA2+sTLQD4WoJL4vnbXTgvVeC8VPHZixoNhlRbR7Iq3d7156BvZisKmQtnkbVgFka7LWixZVQG9qJCRi+dR3H+GM787pmgxLdpdCZZd9yI1hR73x9ihaIo5H/zdmBwpc0mPXAf6XOmSWIqjPwGHe1ZKZirGtB6fGHdt8GezOh1a6h5ewftJWUh13GVVVH+tzfJun0lxoz4mm2oBgI4y6poPVNC29kLBFyermW+1o5k32DPkX635xprRkaJy0qD/8o5LtEGZSrZey5KYipCYv1aVQjRQcaqEPFBxmrkRDQx5XQ6ueuuu3j77bcBek1KKYrS76SVEEPF6/VSXl5OWlpazJ6UzGNzyFi1mIqX3kVnS4qZJyiFCDtV5fxLmwGwFxUy59GfMPVnP6D0mdeo2roHb0sb+kQLWTcuouCeOzGkdJS5cZw4w/mX3gb5aBFiyLkdjVhGZZC5YgGVW3b1e/uslQsBaC0t79sGgQCeWgeeWgefn3+gtZq7ElWdySp9ShKK5tqzqxSdjnF3rcZeVAjQNZOnettevM2t6JOsZK1cSP49d2Idm8Os//wn0hfOYu+9D3aV1jUX5JJ563I0+qgWKYgLnYm/wZQ2m/TAfVLaLMwCei3to1Mx1TeHPTEFV2bM3b4Sx55DNO4L3f/R19zK5ec3k/HFG7AW5oc9hnBSVRV3RQ2tZ0ppPVOKv90Zcr3WkjJSpk8e9DnS3cNsMzGyxMO1qhBCxqoQ8ULGauRE9Cr5W9/6Fps3d9xMNJlMLF++nNLSUk6fPt01E6qlpYWLFy9y7NgxvF4viqJgsVhYu3atlCcT4hrSOkv6nTyLpVBK+onhS/X5OPf8m2QumEXWwo6ZDJMeuI9JD9wXtK7L0Uj1nkMdM6UkKSVERNQePI69qJCC9Ws5/ovf9WsGjDbB1NVD7vxTrw4qDn9rO+2t7bR/LsGl6LQYUlM+m12VYceQltJ9RpOiMO6rq7FPKcTv9nTMzHzq1aBejpVbdnHs57+lYP1aZj68gdw7VwGwe93fY508jvRVi/qUBBPhK/8oIpM9HAABAABJREFUD+bEH0WjIXXxHIxpdmre24nq8weto/p8VG/6EM98BykLZ8XUd1xVVTuS4qdLaD1Tiq8Pv8MlT28k985Vgz5H1h4IncwTQgghhBAi1kUsMbVv3z5eeOEFFEVh/PjxbNmyhby8PH7wgx9w+vRpAJ588smu9Zubm3niiSf413/9V1pbW6mpqeHFF18kMTExUiELEXe0JiPZd96Es7wKd3Udpqz0aIckxNBRVar3HKR67yGSJ4wlfc40DGkpKIlm1JZ2PHUN1B44RtPZC9JTSogIayouxe1oxGi3UbB+LWcfe67P2xbcuxZDSjJt5VXUH/oUFCWsY1j1+XFX1+GurqPlc6/rkqxdyapx932pKym1fc39vfay8ztdnH3sOZpOnWPZpifIvXMV0//j/6O5qiambp7HunCVf4yV0mai/6yTCtCnJFP1xgchy3gCNHx8FHdtA5lfXIImyklIj6OJ1tPnaT1direhfzOXKt/bSeuFcqxjcwZ8jmyvqKaxuBQ5ywghhBBCiHgUsUc4n3766a6//+UvfyEvL6/X9ZOSkvjRj37EgQMHyM7O5r333uO++4KfhBdCdGfJzyHzi0vwNbbgd7qvvYEQ8U5VaSou5dxzb3D0z8+zbds2jv75ec4990ZHnxFJSgkReapK1d5DAMx8eAMZS+f2abPMZfOY+dAGAOqOnCT3m7dT8Hf3kHP37aTffAPJs6Zgys1GMwT9mnzNrbSfv0Tj/mNkL5sPwOEHH+o1KfV5NTv2c3jDQwDkf/MOmSnVT25HIwCZKxYMaHspbTY8GDNTGX33bZhGZ/a4Tvv5S5Q//xbehuYIRtbB29xKw/5jlD3zOmVPvkrD3iP9TkpprRaSZl5H9d7DwMDPkad//RfqP9wn5e+FEEIIIURcitiMqV27Ompnjxs3jkWLFvV5uwkTJvD0009z00038dprr7F582ZWr149VGEKEZJOpyMzMxOdLj56RKQtnUvrmRKaDp/EMrFAntgWI4bG68dU3YjGG1wGSAgRWdV7DpGYl4O9qJBlm57oKIf39MaQJau0CSYK7l3LzIc2oDUacJw401F+k47Se8bMVIyZqV3rq6qKv7Ud95W+Uu6ajj+9jc2DTkZn33wD1rE5XT2l+qPkqY1M/ekPMNltJE8Y25EcF30SrvKPUtosvKLxuaozJzDqK1+g7sN9NB89HXIdb30j5X97k8xbl2MeO3pI4/G1tdN25gItp0twV9YMaB+aBBPWwrFYJxVgGp2JoijUnzhDyomJAzpHXtr4Hmd+/1dQVQIeD+k3Rbds6DxrPYErc7fazl0k46aFZN0yK2rxjDTxdq0qxEglY1WI+CBjNXIi9hOuqKhAURRmzpzZ7fXP3zD3eDwYDMElGVauXMmUKVM4efIkzz77rCSmRMSZTCYmTJgQ7TD6TGPQk33nKpyXKnFdriYhJyvaIQkREVqPj+SSqmiHIYQAUFXOv9TRW9ReVMicR3/C1J/9gNJnXqNq6x68LW3oEy1k3biIgnvuxJCSDIDjxBnOv/R2rz3hFEVBl2hBl2jBUpDb9XrA68NT19CRrLqStPLUOgh4vH0OuzPB0dMN4t74nS5Kn3mNSQ/cR/qcaZKY6odwlH90ORo7yreKsInW56qi1ZJ+40IM6Xbqtu2FQPAJIeD2ULlxC6lLryd51pSO60pFIbkwn/TZUzHabWiNevxuL25HI7UHj/d5JrXf6abt7AVaz5TgLKsaUMJbYzRgGZ+HdVIBCWOygxNHAzxHXtr4Hh/ft6ErppYTZwl4vGTeshRFq+13nOFg1AS6/u4PeDAbFCxWaRYeKfF2rSrESCVjVYj4IGM1ciKWmGpu7ii1kJqa2u31hISEbuukpaWF3H7WrFl8+umnHDx4cOiCFKIHfr8fl8uFyWRCG6ULvv5KGJ1J5q3LKf/rG/ja2tFZzNEOSYghp2oU/EY9WrcXJcRNLCFEZKk+H+eef5PMBbPIWjgLo93GpAfuY9IDweWZXY5Gqvcc6pgpNcDhq9HrMGWnY8r+rMeiqqr4mlvx1HyWrHLXOvA1tYTch/VKoqt6294BxVC1dQ+THrgPoz15QNuPWFfKP+atXsHMhzfQdOpcn8oofr60WfWeQ1K+Ncyi/bmaPH0ShlQbVW9uIxAqUayq1G/fj7uukak//wHZi+ZgtNuCVrOMysBeVIjb0UjV3kNU7wk+zwQ8XtrOX6L1dAntF8pDJsOuRdHpsIzLxTqpAPPYHBRd79cN/TlHtlfVcvq//tQ1U+rz2oovUOX1kblmBRq9PN070sTjtaoQI5GMVSHig4zVyInYt1az2UxLSwteb/cnVm02W9ffL1682GNiqrN2dmVl5ZDFKERPnE4nR44cYcaMGVitA2vKHQ32hTNpPV2CY+8RrJPypd+FGPZ8CQYc0/KxHytF3yY91oSICapK9Z6DVO89RPKEsaTPmYYhLQUl0Yza0o6nroHaA8c6ZroMQVJBURT0yYnokxOxTPisx2nA7cFT19AtWeWpa0Bn7XiQw9vcOqDjeVvaANAag6sAiN6Fq/yjCJ9Y+FxNyMki5+7bqHpjK56a+qDlWpORGf/yPXLX3AjQVYazettevM2t6JOsZK1cSP49d2K028hbvYLEvBzOv7QZv9NF+4XyjmRUSRmqbwAlCzUazPk5WCcVYBmXi0av79/2Ic6RRnsyWqMBv9uD29HUdY5svVAOihLyXNleWk7lxi1k33EjGjn/jCjxeq0qxEgjY1WI+CBjNXIilpjKzc3l5MmT1Nd3v5goLCzs+vvevXuZPXt2yO1Pnjw5pPEJMRxpdDqy77wJ56UKnJcqMI/NiXZIQgghRipVpam4lKbiUrwWY9RvdmuMBkyjMzGNzvxciCrKlbLS+qSBXYToEy0A+N2ewQc50gxh+UcR3/RJVkZ/bTW1W3bRerqk63VFo2HB0/9J7h034Xd7OpKZT72K39X9vFK5ZRfHfv5bCtavZebDGzpmT1XX8dHa/0XANYBzkKKQMCa7Ixk1Pg+tKQxl6z53juyJtXAsGsONVL2xNWQSzVVeRcUr75K9dhXaBNPgYxJCCCGEEGKIRGz6xNSpU1FVlTNnznR7fe7cuV19ph5//HF8Pl/Qtlu2bOHQoUMoikJBQUFE4hViuDCm28m+8ybUgNrRFF4IIYQQISmKgudKib/MFQsGtI+slQsBcDuawhbXSNJZ2uziW9u6ek5NeuA+lm16gpu2P8eyTU8w6Yf3dvWUuvjWNs49/yZqiGsIMbxo9DoyblmK/YY5Xa8Vfv+bXUmp7Wvu5+xjzwUlpTr5nS7OPvYc29fcj9/tIXvlQibc/9V+xWAanUnaygXkfedrjPryF0gqKgxPUqofzGNzyP7SzWgMoWdmuavqqHjpHXyt7RGNSwghhBBCiP6IWGJqyZIlAJw5cwaHw9H1em5uLosXL0ZVVT799FNuv/12Dh8+jNfrpampib/+9a984xvf6Fp/zZo1kQpZiGEjedYU0pbOxVVRQ8Db9wbwQgghxEhTe/A4AAXr1/Z7xoE2wUTB+rUd+zlwLOyxjRhXSpsd/dWfOPPUKzhOFNNWUY2rvoG2imocJ4o589QrHPvVn0L2ChLDl6IopMydRtadN6FNMFH4vbsBOPzgQ33qSQZQs2M/hzc8BEDh9+6+ZqlrY2YqqUuvJ+/+uxj9tdUkz5iMzpzQ6zZDLSEni1F3fRFND0kxT10Dl1/cjLeHXnpCCCGEEEJEW8RK+d1yyy0oioKqqrz11lvcc889Xcv+4z/+g8WLFwPw7rvv8u6774bcR1paGg888EAkwhUiSOfMvnikKApZty6j/cJl2s5dxFI4Nq7fjxA9UoFAQG5SChHrYnisNhWXds3UKVi/lrOPPdfnbQvuXds1k6fp7IWhC3Kk6ENpMzHEYnSsWgpyyfg/f491bE5XT6n+KHlqI1N/+gOs+blkrVpM5bsfdVuut9uwTirAOim/q2RkrDFmpjH6a7dQ8cp7+EPMjvI1tnD5hbcZ9ZUvYLDH5nuIRW6Xj+ZGJ+lZidEOpV/k2k6I+CBjVYj4IGM1MiI2Y2rMmDH8wz/8A3fddRe1tbXdli1YsIAnnngCrVaLqqoh/0tPT+eNN94gLS0tUiEL0cVqtbJo0aK4bnqns1oY9eWb0SVacFcHN44WYjjQt7vJ3FeMvj06PWuEEH0T02NVVanaewiAmQ9vIGPp3D5tlrlsHjMf2gD/f/b+O8Cuu77z/5/n3F6m3elFvUsjWbKKZclFcsEGY8AGg8EJNi2GH5iShGXZJLvJ7pIsgYSSZH9OIMZAsrQYAsamCtvYkizLKpZGXZqRNL23e+f2e75/XGmsMpJH0swtM6+HGe7VnHLfc2bep73P5/MBOrftBivH7uSLXIVcztXqTesBaPz2j0mGI1e0bDIcoek7PwFg3iPvBMBe5Kd43Qrq3v8OZjxyH4EbV+ZsUeosZ2kJte95C/aisa9RksEQrd9/hmiXzv3Hq+10Pwd2tzI8eGV/U9k0Fa5VRaYD5apIflCuZk7GClMAX/rSl/je977Hn/zJn1w07YMf/CCvvfYaH/7wh5k7dy5utxuv10t9fT2f//znaWhoYP369ZkMV2TK8c+fRcWbbyExOERyJJztcERERHJS57bd9DUcxeZysunpb7Dgo++7ZLd+No+bBR97H7f+7F+wuZz0NRyhc/uuDEcsMv24AsUAdP5u+1Ut37FlGwCFyxZQ+757mfmhByi9eQ2u8kBePSXrKC6k9j334DizPS6UCkdo++EviLR1TVoM+0eK2DZcxrbhMvYU1/O7w0l+9/NDk/Z5k8nltjM0EOb0CRXzRERERCZTxrryG48lS5bwL//yL9kOQ+QiIyMjHDlyhEWLFuH1erMdzjUp37yekcZm+ne8hn/RXAxbRuvTIpMq4XEyOL+GouNt2MOxbIcjIpeQ87lqWZz44TMABOoXsuZrf8Hy//EYTd/5CR1bthEfDuEo8FF1x0bmvv++0VYVfQ1HOPHDZ3Ou2zORq5XLuWpzOQCIDwWvavn4cAgAV2kx7uryCYsrG+wFPmrf82banvo1sTFaR6WiMdr+45dUvf0OvLNqJvzz+xNO+pNnxrtyuWEIaB6Y8M/JDINk0qK5qY/K2kLKKnO/S7+pdK0qMpUpV0Xyg3I1c3KqMCWSq1KpFKFQiFQqle1QrpnpsFPzzruItHURPtWKd+6MbIckMmEs0yDhd2OZ+fOks8h0lA+5aiUSHP/ez6i88XqqNlyPK1DM4k9/gMWf/sBF80b6BujctjvdUkpFKZlCcjlXk9E4AI7Cq+tmxVHgO7Oe3Cq4XS2b10PNu99Mx49/PWbrKCueoP0nv6bqrbfhmz8zCxHmD9M0iEWT7N1xmpU3zMz54tRUulYVmcqUqyL5QbmaOWoqITINucoD1LzzLrDZiPX0ZzscERGR3GRZdG7bxWt/902OPPkf9DUcJdTWSaS3n1BbJ30NRzny5H+w7+++Sec2FaVEMinaNwBA5W03XtXyVbdvOLOewYkKKetsLifV77oLz6zasWdIpuj42RaGD53IbGB5KFDuJRyKs/fl03R3DGc7HBEREZEpJydbTEWjUbZv305nZycVFRVs2LABl8uV7bBEppTCFYuoeNNGOv7zt9h8Xmwe5ZiIiMiYLIvBo00MHm3KdiQickb3rv0E6hcy9+H72f9X/0AyHBn3sjaPm7kP359ez6v7JivErDAdDqrfcQedzz5P6Nipi2ewLLqefYFULE7RdYszH2CeMAyDkjIv/T0joy2nyqtyu+WUiIiISD7JWIupeDzOE088wRNPPMEzzzxzyfmeeuopZs6cye2338773vc+7rjjDqqqqnjiiScyFarItGAYBpV33UzR9UsZaWrBUhNVEREREckTg0ebiPYN4AoUjxaZxmvuI/fjLCki0jfA4LGTkxNgFhl2G5Vv3Yx/6fxLztPz223079w/IZ/nNZMUmHEKzDi+RIgiDxSV5P+YDGeLU5GRMy2n2tVySkRERGSiZKww9etf/5oPf/jDfOQjH2HfvrGfSnvppZd48MEH6enpwbKs0a/BwUE+8pGPqDglWeN2u1m8eDFutzvboUwo0+Wk5l13464pZ+RUa7bDEblmtkicoiOt2CLxbIciIpehXBXJDzmdq5ZFx/bdAKz6289Rceu6cS1WuekGVn3xcwB0btsN1tTsg9MwTSruvpnClUsuOU/f73fSt3UX1jVugzX+Pm4r6uS2ok7W9+7ircttvPXB665pnblitDgVibN3x2m62oeyHdJFpuq1qshUo1wVyQ/K1czJWGHqt7/97ej79773vWPO85nPfIZkMgmAy+Xi+uuvp7q6GgDLsvjjP/5jenp6Jj9YkQvY7XbKysqw23Oy98tr4q4qp+add2MYpsabkrxnJlO4+4Yxk2oBKJLLlKsi+SHXc7Vz2276Go5icznZ9PQ3WPDR92HzjH0TweZxs+Bj7+PWn/0LNpeTvoYjdG7fleGIM8swDMpuW0/xuhWXnKf/5dfofW7HNRenpjLDMCgp9RKNJNi7o5muttwqTk3la1WRqUS5KpIflKuZk7HC1K5d6ZP+2bNnM3v27Iumv/baa+zatQvDMJg5cyYHDhzg1Vdfpbm5mUceeQSA4eFhvvvd72YqZJFRsViM1tZWYrFYtkOZFEWrllBx101Eu/tIjoy/f36RXJN02AhVl5B02LIdiohchnJVJD/kfK5aFid++MxocWrN1/6Ctzc+x6ov/heq33QTZTeuovpNN7Hqbz/HO5qeZ81X/2K0KHXih8/CNKjFGIZB6c1rCNy0+pLzDO45SPevXlLX3pdhGAbFpR5ikQR7d5yms3Uw2yGNmurXqiJThXJVJD8oVzMnY4WppqYmDMNg+fLlY05/+umnR9//1V/9FXPnzgXANE2+/OUv43Q6gXSXgCKZFovFaGpqmrI7JcMwqLz7FkrW1DNyshXrTMtFkXyTctoJzq4k5dSTLSK5TLkqkh/yIVetRILj3/sZp37+u9ExpxZ/+gNsevob3Pn8/2PT099g8aceGR1T6tTPf8fx7/0MK5HIdugZVXLDdZTdfuMlpw8fOEbnM8/rOuAyRotTsSR7dzTTkSPFqal+rSoyVShXRfKDcjVzMnaF0dfXB0B5efmY01944QUAHA4H999//uC1gUCAjRs38txzz3HgwIHJDVRkmjKdDmrf/RaiXX2MNLXgnTcTwzCyHZaIiIiIyOVZFp3bdtG5fTdFC2ZTvmYFrkARNpeTZDRGtG+Q7lf3MXjs5JQdU2o8ilYuwXQ66Prli2Nuh9DRk3TEE1TeexumI3eLkdlkGAbFAQ+DfWFe29EM66CqrijbYYmIiIjknYydbZ6tMjocjoumpVIpduzYgWEYrFmzBr/ff9E8tbW1APT29k5uoCLTmLOshNr3vIWmx79HtLMXd1VZtkMSERERERkfy2LwaBODR5uyHUnOKlg6H8Nhp/OZ52GMscNGmlpof+pXVN93J6bLmfkA84BhGBQFPAz0hXntldNY1gyqZxRnOywRERGRvJKxrvzOFpvOtpw61549ewgGgwDcdNNNYy7v8XgASEyzLhdEMq1gyTyq7t1McmiYxFAw2+GIiIiIiMgE8i+YTfU77sSwjz12WKS1k7Yf/ZJkWGPPXsrZllOJeIrXXmmmvXkg2yGJiIiI5JWMFaZmzJiBZVns2bPnomnPPPPM6PtLFab6+/sBKCgomJwARS7DZrMRCASw2XJ04OcJVr55PaU3ryXc0kEqFs92OCLjZiRSOPuGMRIavFsklylXRfKDcnXq8s6upfqdd2E6L+7RBCDa2UPrD54lERzJcGT542zLqWQyXZxqO92flTim27WqSL5SrorkB+Vq5mSsMLVu3ToAjh8/zq9//evR74fDYf71X/8VSHfzd8stt4y5/KFDhwCYOXPmJEcqcjGPx8PSpUtHW+5NdYbNRvU730Th8kWMnDiNldLNCMkP9mickiOt2KMqqIrkMuWqSH5Qrk5tnroqat79ZkyPe8zp8d4BWn/wDPHB4QxHlj8Mw6CoxEMqmWLfzhZaT2W+ODXdrlVF8pVyVSQ/KFczJ2OFqYceemj0/QMPPMB//+//nX/4h3/glltuobm5GcMweOtb30phYeFFyw4ODnL48GEMw2DZsmWZCllkVCqVIh6Pk5pGBRq7z0vdg/fgrqkgfLI12+GIjItlQMpuwzKyHYmIXI5yVSQ/KFenPldlGbXveQs2v3fM6YmBYVq//wyx3oFLruP3Q+X8tL+On/bXsaXyFv79lST//v/fPkkR5x7DMCgcLU4109J08fAFk2k6XquK5CPlqkh+UK5mTsYKU5s3b+bee+/FsiyCwSBf+MIX+PSnP83u3buBdGup//7f//uYy/7sZz8jmUwCsH79+kyFLDJqZGSEHTt2MDIyvbqycNdUUPuet2A4HEQ6erIdjsgbSnhddK9dQMLrynYoInIZylWR/KBcnR6cpcXUPngP9iL/mNOTwRFaf/As0c7eDEeWP9Ld+nmxLNj3agvNjZkrTk3Xa1WRfKNcFckPytXMyVhhCuB73/seb3/727Es67wvn8/Ht7/9bVasWDHmct/85jdH399xxx2ZCldEgMLli6i6dzOJoWF14yEiIiIiMgU5igqofc89OEqLx5yeCkdo+9EvCLd2ZjawPFNU4sEA9u9q4fSJXizLynZIIiIiIjnJnskP83q9/OQnP2Hfvn28+OKLDA0NMWPGDN7ylrcQCATGXKa3t5d58+Yxd+5cCgoKWLRoUSZDFhGg/Lb1RLv66N6yDdPpxObRU7MiIiIiIlOJvcBH7bvfQvuPfzVm66hUNEb7f/yKqrffjnd2bRYizA+FJR6GBsI07GrBsmDmvACGof4wRURERM6V0cLUWStWrLhk66gLlZaW8sQTT0xyRCJyOYbNRs19dxLvH2RgVwO+hbMx7VnZfYiIiIiIyCSxed1UP/BmOn7yGyJjtI6yEgna//M3VN2zGd+CWVmIMD8UFnsYHozQsLsFy7KYNb9UxSkRERGRc+jOsoiMi83rpu69byU+OMzIidP4Fs7RxZWIiIiIyBRjczmpfudddPxsC+GTrRfPkEzR8fTvqLj7ZgqWLWDtdeXMWreUgrIC7HYbSQsSloHdbiORSGT+B8gRBUVuhgcjHNjdimVZzF5QpusnERERkTMMS50eyxmRSIStW7cCUF9fj9PpzHJEucOyLJLJJDabbdpfTIycbKHp8e+TGArinVOX7XBEzmMBls3ESKaY3pkqktuUqyL5Qbk6vVmJJJ3PvkDo2MmLphmmycJP/CFL/uRDeKrKL7mOZDJJNBolGo1OYqQTp+30ADtfbKKs0j9h6xweipCIp1i6soY5Cye+OKVrVZH8oFwVyQ/K1bHFYjEaGhoA2LhxI263+5rXqRZTIuNgGAZ2dV0HgHd2HbXvfgunn3yKSEc37stciIpkmgEYyVS2wxCRN6BcFckPytXpzbDbqHzrJrp//RLDB46Pft/mdnHjk3/LjPveBEC0b4DGb/+Yzt9tJz4UxFHop+r2Dcx5/324AsV4vV7sdjuhUChbP0pWFRS6CQ5FOLinFStlMXdx+YTe6NK1qkh+UK6K5AflauaY2Q5AJB+Ew2EaGhoIh8PZDiUnFF+/lOp33EkyOEKsbzDb4YiMSrgd9C+pI+F2ZDsUEbkM5apIflCuimGalN91M4Url4z++8Zvf4kZ972JZDTGq5/6X/x0zib2/tcv0f7rl+h5eS/tv36JPZ/7W346dzOvfup/kYzGcDqd+Hy+7P4wWeQvdON02Tn0WjvHD3UxkR3X6FpVJD8oV0Xyg3I1c1T+ExmHZDLJwMAAyWQy26HkjLJN64gPDNH5zPOYTgd2vzfbIYlg2UxixX4sW3e2QxGRy1CuiuQH5apA+snhstvWY7ocVN6wihnvuJNkNMbz936ErhdeueRyyXCEY4//PwYPHWfT09/A6XKSSCTyplu/ieYrcAFRDu9rx7IsFiypxDCvveWUrlVF8oNyVSQ/KFczRy2mROSqGKZJ1b23Ebh5DeHTbSQj0/MCU0RERERkqjMMg9Kb17L4jz8EwJ7/8sXLFqXO1fXCK+z53BcBcLlckxZjPvAVuHC57RzZ18GxA51YKQ35LSIiItOTClMictVMh53aB95M8epljDQ2k4onsh2SiIiIiIhMgqKFc/BWl4+OKXUlGp/8MdG+AWw227Qft8Hnd+H2ODjS0MHRhg5SKk6JiIjINKTClIhcE7vPQ9373oZ/0RxCJ05jaYBsEREREZEpp3z1cgAav/1jkuHIFS2bDEdo+s5PALWaAvD6nbi96eLUkf0qTomIiMj0o8KUyDi4XC7mzp2ri6hLcAaKmPn++/DOqCZ04hRWSsUpyQ5bNEFBYwe2qFrvieQy5apIflCuyrlcgWIAOn+3/aqW79iyDQDT1G0IAK/Pidfn5NiBDg7vayd1lQ/46VpVJD8oV0Xyg3I1c3RGKDIODoeDmpoaHA5HtkPJWe6aCmY8fB+u8lJGGpuxLD31J5lnJpJ4OwcwExqkUiSXKVdF8oNyVc5lc6WvheJDwataPj4cAtLjVUmax+fE63dy/GAnh167uuKUrlVF8oNyVSQ/KFczR4UpkXGIx+N0dXURj8ezHUpO882pY8Yfvh17gY/wqVYVpyTjUnaTcFkhKbsObyK5TLkqkh+Uq3KuZDR9LeQo9F/V8o4CH4CuES7g8Trx+V0cP9TFgb1tJK+wOKVrVZH8oFwVyQ/K1czRFYbIOESjUY4ePUo0Gs12KDmvYMk86t53L4bdTqS1M9vhyDSTdDkYWlBD0qUnW0RymXJVJD8oV+Vc0b4BACpvu/Gqlq+6fQMAKXX7fRG314G/0EXj4W4O7G4lmRj/NtK1qkh+UK6K5AflaubYsx3A8PAwLS0t9Pf3k0gkuOWWW7Idkohco+Lrl5EcidDyvZ8Tae/GXV2e7ZBEJMdYloWVSJCKxknF45BMpcensyyslAWGgWEzMUwTw27DsNkwXQ4Mu11dAImIiGRB9679BOoXMvfh+9n/V/9AMhwZ97I2j5u5D98PoBs9l+D2ODCApiPdWBYsu74Wu1orioiIyBSVlcLU8PAwjz/+OP/+7/9OQ0PDaFN+wzBIJM4fWLerq4svf/nLACxfvpw//MM/zHi8InLlAhuvJxWP0/rDXxDt7MVVWZrtkEQkC6xUiuRIhORImORIhFTk9ZtRht2G6XRiOu1gs2GYJpgmNocdK5nESqS/UrEYVjxBKhbHSiQBA7AwHHZsHjc2jxvT68Z0OlS0EhERmSSDR5uI9g3gChQz9+H7Ofb4/xv3snMfuR9nSRHJZPKia355ncvjAMPg5LEerJRF/epa7A5btsMSERERmXAZL0y98MILPPTQQ7S3twNv3L90RUUFW7ZsYe/evRQXF/Oe97wHp9OZiVBF5BoYhkHZphtIxRO0P/UrMA1c5YFshyUikyyVSJAYCpEYDpIMRzEMsHk82Lxu/PNn4ZlZjbM8gN3vw17gTb/6vRgO+2jLKMMwzrSoSpKKxdNfkSiJ4RCJYCj9OhQk0tZFuLWTRHCEWN8g1pk+oG1eDza/F3uBD9OR9cbhIiIiU4Nl0bF9N7PuuY1Vf/s5Bg8dp+uFV95wscpNN7Dqi58D1FpqPFxuOxhuTh7vIWVZLF9Th0PFKREREZliMnq35qWXXuLuu+8mFothWRaGYbBkyRIGBgZGC1VjefTRR/noRz/KwMAAv/nNb7jnnnsyGLUImKZJQUEBpqmuFK6EYRhU3LkRK56g46e/xTBNnKXF2Q5LpjAjaeEYDmMkNah2pliWRTIcId43SCI4gmEa2Av8eGfW4F88F09dFe6qcpxlJZjO8Y9RYhgGhsOeLiz5POlvjtEtqJVKER8MEuvtJ9rZS6Stk9CJ08S6+xhp6sdKJrG5XdgL/diL/Jh2FapygXJVJD8oV+VCndt2UzCrjkD9QjY9/Q32/Jcv0vjtH4/ZrZ/N42buI/ez6oufw+ZyEovFVJgaJ5fLTlGJh9MnerFSFivWzsDhHLs4pWtVkfygXBXJD8rVzDGsN2qyNEEikQjz58+nra0NgIcffpi//uu/prq6mscee4x/+qd/wjAMksnkRcv29vZSWVmJZVl88pOf5Ctf+UomQp52IpEIW7duBaC+vl4t02TCWKkUHU//js6fP4+jtFjFKZE8Z1kWyVCYWE8/qXAE0+PCVV5K4fKF+ObNxDOrFkdxQda61bMsi8RQkHBLB+HmdoKHGgm3dBAfCmKlUtgLfDhLCjE9bnX9JyIicoUMu515776HQP1CAKJ9AzR95yd0bNlGfDiEo8BH1R0bmfv++3CWFAEQi8UIhULZDHtc2k4PsPPFJsoq/dkOBYBYLMFgX5i6OQFWrK3D6dQDNiIiIpJ5sViMhoYGADZu3Ijb7b7mdWbsrOZf//VfaWtrwzAMPvaxj/GP//iP4162tLSUBQsWcPToUXbv3j2JUYrIZDBMk6q3boaURcezzwOoOCWSh5IjEaLdfSRHwti8HrwzayhatRTfgll4ZlTlTGskwzBwFBXgKCqgcNkCKu++hfjAECOn2ggdP8XQ/iNEO3tJRqLYPG6cpcXY/F4VqURERMbBSiQ4/r2fUXnj9VRtuB5XoJjFn/4Aiz/9gYvmTSaTRKNRtZS6Sk6nneKAl5amPqyUxXXrZuB05cb5loiIiMi1yNgZzdNPPw1AQUEB/+f//J8rXn7p0qUcOXKE48ePT3RoIm8oGAyyd+9eVq5cid+fG0/P5RvDZqPqbbeBadD5zPOAhbO0JNthyRQT97noWzGHwL4mHCHdAJkIVjJJrGeAWP8gpsOOZ0Y1JWvq8S+ag2dmDUaeNG93FBdSVFxI0XWLqXrb7YSb2wkdP83AngNEWjoIt7Rj83hwlpdg93mzHe6Up1wVyQ/KVbkky6Jz2y46t++maMFsyteswBUoSnfF63RgK/ARjUZJJBLZjjTvOZw2iku9tJ7qx7Isrls3Mz0O1Rm6VhXJD8pVkfygXM2cjBWm9u/fj2EY3HLLLVf1Sw0EAgAMDAxMcGQikimGzUbVvbeBadL59O/AAmeZilMiuSgxEiba3k0qFsdZVkLFHRsoWrkE34JZOdMy6mqZDju+uTPwzZ1B+R03prv7O3KSgd0NhJvbiZxux15UcMXjYomIiEw7lsXg0SYGjzYBEDzcSNW9m6l+x51ZDmxqcThslJR6aTs9kG45dcNM3B6do4iIiEj+ytidpd7eXgBqa2uvavmz3eukUqkJi0lEMs8wTaru2YRhGHQ8/TusVApXRWm2wxIR0mMzxfsGiXX3YTgc+ObNJHDjKgqXL8RRVJDt8CaFYZp4Z9XinVVL+e3rCTW1MNxwlIFXGwifasVKWTjLAzhKCtXVn4iIiGSN/Uxxqr15kJR1ipU3zMTj1bjQIiIikp8yVpjy+XwMDAwQDoevavmOjg4gPd6UiOQ3wzSpfMutGDYb7T/dgpVK4a4qz3ZYItOWlUwS7eol3j+Eo7iQ0lvWULLuOvwLZ2PYbNkOL2MMmw3//Fn458+i4q5bCB4+wcCuAwwdOEbwUCP2Ai+uilJMl24CiYiISObZHTZKyn10tg6xZ/tpVq6fme2QRERERK5KxgpT1dXV9Pf3c/DgwSte1rIsXn75ZQzDYM6cOZMQnYhkmmGaVNx9M6bbSdtTvyLc0oG7tlItEkQyKBWPE2nvJhkK46oso/r+N1GydrkKxYDN46Jo1VKKVi0l0tHN0L4j9G3fQ/h0GwDOyjLsBT7ts0RERCSj7HaTQJmPrvZ0cWrhikC2QxIRERG5YhkrTN18880cPHiQ3bt3c/LkSWbPnj3uZZ966il6enowDINNmzZNWowil+L1elm9ejUulyvboUwphmFQtukGbC4XLT94hvCpNjyzanSjV66afSRG6Z4T2KIaaPtyktEYkbZOrFgcz4waSu9bQ/HqZVO2u75r5a4qx11VTtmt6xg6cJz+l/cwfOgE0dZOHIFinOUlGKaZ7TDzinJVJD8oV0Vyk81uEij30d0xjGUlWbpqOV6vN9thichl6L6SSH5QrmZOxgpTDzzwAP/8z/+MZVk89thjPP300+Narq2tjU9+8pNA+ib2e9/73skMU2RMpmni8XiyHcaUZBgGgQ2rMN1OWv79Z4w0NuOdU6ebvHJVDMvCHolnO4yclYxEibZ1YSUSeOfOoOzWGyhatRSbRydc42G6nBRfv5SiVUsIn2qlf+d+BnbuJ3i4EXuhH1dlGaYjY6dWeU25KpIflKsyHicifsKpdNe/Mf9cWk+lqN56ktUbZ2c3sCnOZjMJlHvp6QxxYHcnq9a78Be6sx2WiFyC7iuJ5AflauZk7M7vbbfdxq233oplWTz77LM88MAD9Pb2XnaZn//856xfv56Ojg4Mw+Bd73oXS5cuzVDEIq+LRCIcOXKESCSS7VCmrOLrlzHrQw/gDBQTOnYSK5nMdkiSh5IuB4Pzq0m6HNkOJackw1FCx08RaW7HO6eOWR95D/P/+IMENqxSUeoqGIaBd3YdtQ+8mQX/9VHq3nsvjqICRk6cJtTYTDISzXaIOU+5KpIflKsyHq0xDyeiBZyIFtDsq+Nwp8Xhfe3ZDmtasNlMSivcxFK97NreyNDA1Y3pLSKTT/eVRPKDcjVzMvpY73e/+13WrVtHZ2cnP/7xj3nmmWe4/fbbaWlpGZ3nM5/5DB0dHWzbtu2878+ZM4fHH388k+GKjEokEnR3d1NbW5vtUKa0gqXzmf3oe2j+zn8SPHIS3/yZmE7dCJHxS9lNIuVFeNv7sKk2QDIcJdLaAZaFf+EcyjbfQOGKxWrVM4GcgSIq3rSRwMbrGdx7iL6XdhE6cQowcNVUYPfpSauxKFdF8oNyVST3GTZweZMMtI+we/spVq2fSVGJuvUTyTW6rySSH5SrmZPRO1N1dXVs2bKFd77znRw+fJhIJMKzzz4LMDqmzNe//vXR+S3LAmDZsmX87Gc/o7i4OJPhikgWeGfVMvvRB2n+7k8ZajiKd3YdNq+6pBC5EslwhEhr5+sFqdvWU7h8kQpSk8ju81C68XpK1q1gaP9Rel/cyfChRiKJBO7qcuyF/myHKCIiIlNYUbGHvq4wu7efZtX6mRQHVJwSERGR3JXxO1RLlizh1Vdf5e/+7u/4p3/6J7q6ui45b3FxMZ/+9Kf5kz/5E3w+XwajFJFsclWUMuvDD9DyvZ/T/8o+3DUVOIoKsh2WSM67qCClFlIZZzrs6XGorltE8EgTPS/uZGjfESLtXbirK1SgEskDqXiCVCyOFY+Tiiew4gmsZBIrZYGV/rKwMExz9AubiWm3YzgdZ17tGDbb6MN3IiKTzTANAuU++rpD7N6WbjlVUqb7KCIiIpKbsnKnyuv18hd/8Rd8/vOf59VXX2X79u20tbUxODiIz+ejsrKSG264gY0bN+J0OrMRoohkmaOogJmP3I+juJCe320nGY7irirLdlgiOSk5EibS1gUW+BedLUgtwrSrIJUths1GwdL5+JfMI3T0JN3Pv/x6gaqmEnuBbhSJZJuVSpEMhUkER0iGI1ixOGBh2OyYLgeGw4HpsGMvLsDmcWPY7Rh2G6bdBkAqliAVi5GKxkhG4+n3wRHisfhoMQsAw8B0ObF5XNg8bkyvW/tnEZkUpmlQWu6jryfE7u2nWHnDTEor9FCMiIiI5J6sXhHZ7XbWr1/P+vXrsxmGyBtyOp3MmDFDhdIMs7ld1L77zTjLSuj42RZGmlrwzK7V08dySWYsga+5BzOWyHYoGZEIjRBp68IwTfyL51J26w0UrlioG545xDAM/Ivm4Fs4O92C6oUdDO09TKSjG09dFTbP9OyqdLrlquQGK5UiMRQkPjBMMhLFAGxeD47iAvwLZ+OuqcBZWoKztBhHoR+b143N6xnXeJeWZZGKxEiOhEmEwiRDIySGQ8QHhon1DRDt6Cba1Ut8KEiyowdSKQBMjxu734vN58F0OXPuHEe5KuNxS2H36Pvg4Uaq7t1M9TtuzGJE04xlQsKXfuXcllMj7Hn5FNetm0l5lXqfEMk23VcSyQ/K1czRnSuRcXA6ncyaNSvbYUxLhmlScccGXGUltPzgWUJHm/DOnamuyWRMtngSf0tPtsOYdInhULogZbdTWL+QslvXUVi/AMNmy3ZocgmGYVCweC7+hbMZPnSCrl9vZfjgcQy7Dc+MKkzHG9/4nkqmS65K9qWiMWL9gyQGg2BZ2Av9eOfU4l8wG3dtJZ6aSpwVgWsu6BuGcaZFlAtnafHYsSQSxPsGifX0E+sdINLRTaiphVhXH5G2rjMttgxsPjf2Ah82vzfrDxooV0Vyn4ENEue3ijIMg0C5l/6eEfa+fJrr1s2goqYwSxGKCOi+kki+UK5mTsaudG677TYA7rvvPh577LErXv7xxx/nhz/8IYZhsGXLlokOT+SyEokEw8PDFBQUYFdLhKwoWrkER0kRLd/7OcEjjXhm1mD3a0BfOV/KZhL3e3AEw5jJVLbDmVCWZZEYHCba0YPpdlJ8/VJKb11HwZJ56fFNJC8YpknhsgX4F85hcM9Bun6zlZHjp7EX+nFVl0+b3+VUzlXJvlQ8Tqx3gPjAMKbNhrOshOLNy/AvmI13Th3OspKstEwy7XZcFaW4KkrP+34iGCLa2Uuko4dIaweh46eJ9vQR7eqDVArDbsde4MNe6MN0uzIau3JVJPdZpMCMQ8qBwevnEYZhUFLmZaA3zN4dp1mxbgZVtUVZjFRketN9JZH8oFzNnIxt3eeffx7DMKivr7+q5U+cODG6DpFMi0QiHDhwgJUrV+L3q4/ubPHOqmHO/+99tP3ol/Rt34OjuBBXZekbLyjTRtLtYGDpDAL7mjBD0WyHMyEsyyLeN0i0qxe7z0vgxlWU3rwG34JZ06aIMRWZDjsl61ZQWL+Qvm276frNVoKHG3FXV+AomfpPNE/FXJXsslIp4v1DxHr6MUwDZ1mAwF3XUbBsAb55M7G5XdkO8ZLsfh92vw/fvJnAmf1+/xCR9i4irV2MNDYTOtlCtKOHVCQKpond78Ve6Mfm80zqsUC5KpIHjCQ4ByAaGO3Ob3SSYVBc6mGwL8xrO05jrZ1B9YzirIQpMt3pvpJIflCuZo7KfiKSVxyFfmY8/A7cdZV0PvM8I43N6XGndINephgrlSLW3UesdxBHcQHlt99IYMP1eDXO2pRi87opv2MDhdctpuvXL9G3fS/Rrl48s2py+ka6SK5IhqNEu3pIjkRwFBcSuGk1xSuX4F84B5s3P8dwMwwDZ6AIZ6CIwmULAEhGokTau4m0djByqp3QsSZifYNEWjsBsPk82Av92P0+DJvOiUTkdYZhUBQ4U5x6pZlUyqJ2Vkm2wxIREZFpLm8KU6kzAwTbNH6GyLRn2u1U3nUznpoKWn/0S4KHm/DOrsHm9WQ7NJFrlooniHb2kBgK4qoIUP222yi54TrcNRXZDk0mkas8QN377qV4dT2dv/g9ww1Hsfm9uGsqVHgXuYBlWSSGgkQ7ezBME8/MGgLrV1K4YhGu8kC2w5sUNrcL35w6fHPqKL0JrGSSaFcf4ZYOws3tBA83Eu3qJdrRA1YK0+NOF6oKfFkfp0pEsu9scWpoIMK+V5pJJS3q5mSnW1MRERERyKPCVHt7O4Ca0InIqMLli3BVldP21K8Y2LkfR0khzopSXWBJXkqORIi0d2HFE7hrK6m6ZzPFa+pxBjQWwHRhGAYFi+fimzuDvu176Pzli+nu/WorcRQVZDs8kayzUiliPf3Eewew+bwUr6mndMP1+BfPw3TkzWXNhDBsNtzV5biryylZuxzLsoj19BNu7iDcki5URTp6GOnqA8vCdLvShapCFapEpivDMCgq8TA0EGb/qy2kUilmztO1k4iIiGRHXlyVtLS08Mtf/hLDMJg7d262w5FpyDAM3G63TtpzkKs8wKwPPYB3Th2dz77AyPFTeObU6abLNGWkLGyRGEbKynYo42JZFvGBIWJdfRh2G755Mym9aTVF1y3J2y6o5NqZTgdlt66jYOl8un7xe/pe3kusux/PrJopc/M933JVsstKpoh29RLvH8RZWkzF3TdTcsN1eGbW6NzsDMMwcJUHcJUHKL5+Kda9txHvH0q3qDrdxvDhRiJtXYyc6MNKWdi8bhzFBdgLfJdtlalcFckHBqRs6ddxKCz2MDwYoWFXK6mUxewFZdqXimSA7iuJ5AflauZMyt2ND37wg5ectmXLlstOP1c8Hqe1tZUdO3YQDocxDIPNmzdPVJgi4+bz+VizZk22w5BLMB3prv28s2ppe+pXhI6exF1TgaO4MNuhSYbZwzHK9jRmO4w3lIoniHX3ER8YwlFUQGD9SkrWX4d/8VwVVWWUqzxA3R++ncKVS+h85jmCR0/iLA/gLMv/rnfyJVclu6xkkmhHD/HBYVyVpVTf/yYC61dO2e76JtK541QVrVhE5T2biA8MEz7dxsjpNoYbjhHt7CHa3g0G2Av9OEqKLhrbTrkqkvsMyw6xsitapqDITXAowoHdrSSTKeYtrsj7cwuRXKf7SiL5QbmaOYZlWRP++Jtpmhed1Jz9mKs92bEsi8LCQvbt28fMmTOvOUa5WCQSYevWrQDU19fjdDqzHJHIlYsPBel85nl6f78TAM+sGgyNTSc5wLIsEsMhYl29WMkUrqoyAutXUnz9MlzV5boZIJeVCI3QvWU7Pb97mUQwhGdW7UU3kEWmCiuZItqZLki5q8spvXkNJTesxFmiB04mimVZxLr7GDnVRuj4KYYOHCPWM4AVi2F63DgCRenWVDo2yTi8GgwwlHQAkIrFsBf4qF5QzVsfvC7LkV25ttMD7HyxibLK6TGEQGg4SjSaYNHyKhYsqcQwlfMiIiJysVgsRkNDAwAbN27E7b72Xn4m7bHsS9W7rrYOtmHDBr72ta+pKCVZEQqF2L9/P8uXL8fn82U7HLkMR6Gf2gfvoWDxXNp/uoXgkSaNzzKNxL0u+pfOoORgM46RaLbDASAVjxPr7ic+MITd76Vg2QJK1q2gcPlC7D5vtsOTPGH3eal+2+0U1i+k/adbGG44ir3Qn7dFzVzMVck+K5Ui2tVHvG8AV2UZte9+M4EbV+kYPgkMw8BVUYqropSStctJRWOMnGpjpKmZwX1HCJ9uJ9LSiVUVIHLnmnSuhmPZDlty1EjKxnAqXZjC7oAwePtHshvUNGIZcXD2Q6wEw3Jc0bK+AheGAUf2dZBKWiysr8JUcUpkUui+kkh+UK5mzqQUpr71rW+d92/LsvjgBz+IYRjcfvvtPPTQQ2+4jrP9OZaWllJfX09lZeVkhCoyLpZlkUgkrrqwKpllGAZFq5bimV1H58+fo3fbbuI9/bhnTp3xWeQSDLAc9vF2sT9prFSKeN8gsd4BMMBVWUbZpnUUrVyiMVHkmvjmzmDuxx+i98VX6frV7wkePoFnVi12ryfboV2ZHMlVyQ2WZRHrHSDW1YurPEDNO+8isHG1WkhlkOly4l84G//C2ZTfuZFIWxfBoyfpOXKCsNPByMlWHJEYrvIAtnzb34hMB8bVX6d6/S4wDI42dJJKWixeUYVpu/TYcyJydXRfSSQ/KFczZ1Lu0D788MMXfe/suFKLFy8ec7qIyERzlhRS9wdvo3DFIjp+/hyhY1NnfBbJPVYqRWIwSKy3HyuRxFFcQGDjaopXLsa/aC4277U3cxYBMJ0Oym+/Ef/iuXT8bAuDuw8Sd7tw11VimLqRJPklPjhMpLULR3EBlfdsouzWdRpDKssM08RTV4Wnrgr32mX0vvYaFXffTOSVBsLN7SSjMRwlhbjKAhh2dZcsMhV4fU4MA44f7CSZSrF0ZQ02FadERERkEmWs6cD73/9+DMPghhtuyNRHioikW09dtxjf/Jmj47MEDzfiKEkPCG46r6y7C5FzWckU8aFh4r0DpOIJHEUFFC5fRNHKxRQsXYAzUJTtEGUK89RWMusj76b/5dfofOZ5goeb8Myowl6g7gYk9yVHwoRbOjBdTkpvXUvF7TfimVGd7bDkAmcf5AmsX4l303pGGlsY2n+E/p37CR0/heF04K4qUysqkSnA43ViGAaNh7uxUhZLV9Vit6s4JSIiIpMjY4WpJ598MlMfJSJykdHxWZYvom/bHoYajhI+2UoqlcJR6MdRXIjpcakllbyhVDRGfGCI+MAwWBb2Ij+F9QspWrkE/6I5OMsD+juSjDHtdkpvWo1/0Rw6fvY7+l95jVhvP54ZNRh60llyUCqeINzcDqkURdctpuLOm/AtnK39Zh4w7fbR7v4q3nQTg68dom/bHkKNLViJBK7KUuxFBfpdTkMl9hj2M13JJUMjuMoDVM8ozm5QclXcHgeGAU1He0ilLOqvr8XuUMtIERERmXiGlaEOE2+77TYA7rvvPh577LErXv7xxx/nhz/8IYZhsGXLlokOT4BIJMLWrVsBqK+vx+l0Zjmi3JFMJgmFQvh8Pmw2nZhPBcmRCKETpxg+3MjQviPEegdIRaJgt+EoKsBeVIDNpRzINynTIOF1YR+JYqYm5vCWiidIDAWJDw5jxeIYDjvOkiIKls7Hv2gOvrkzcJQW60acZJ2VSjHwagMdP3+O8Ol23HWVOIoKsh3WmCYjVyW3WakU0fZu4kNBfPNmUvGmmyhatQTTrrEfc9kbnQOnEglCx07Rt3U3g68dJhkawVlZhqOkUMfFaSp4uJGqezdT/Y47sx3KVWk7PcDOF5soq/RnO5Rxs0iBkQDLjsHEPJQSjSYY6g8zc24py9fU4XDqGljkWum+kkh+UK6OLRaL0dDQAMDGjRtxu699uIqMXQk+//zzGIZBfX39VS1/4sSJ0XWIZJrNZqOwUANwTyU2r5vC5YsoXL6I6rffQbi1k/CpVoLHThI6fppISwdWLAF2E0ehH3uBD9Pj1j4ox5kpC2cwctXLW5ZFKhIjMRwkMRwiFYtj2mzpVlFL5uFfPA/PzGq8s2qxeVwTGLnItTNMk5J1K/DNn0XnM8/Tu2038Z5+3LNqcu7m/7XmquQPy7KI9w8R7ejGVVlG3T2bCGy4HrtPXb/lgzc6BzbtdgqWzMO/eC4jJ1vpe/FVBnYfINjRg6tKBSqRTDAwwZrYB+pcLjtFAQ+nG3tJpVKsWDsDpyu3ziVE8o3uK4nkB+Vq5ujMQmQcotEora2t1NbW4nLpZvRUYzod+ObU4ZtTR9mmG0iEwkRaOwm3dhA60czIiVNEu3pJRWLp+b1u7H4fNp8H0+nQDZccknTaGakO4G3vwxZLXHZeK5UiFYmSCIVJhsKkIlEswOZ0YC/0U7hiMf55M3DXVuKZUZ2zLU9ELuQMFFH3B2+jcPlCOp7+HaGjJ3FVluEsLc52aKOuJFclfyVHIoSb27B5PFS86SbK79iAqzyQ7bDkCoz3HNgwjNfPpTbfQM/vX6V/x2tEu3rx1FZq7DuRSWSRBPsIJLwYTNyT3U6nneKAl5aT/VgWrFo/U936iVwD3VcSyQ/K1czJm8JUKpUCUBM6yYp4PE5bWxsVFRXaKU0Ddp9ndAyF8s3rSUVjRDq6ibR3E2ntJHj8FLHuPiItQ6TicQzAdDuxedyYHnf61ZE3u9cpJeWwMVITwN0ziC2WSLeAisZIRaKkojGSkfR7LAsMMN0u7F4P/vkz8cyuw11ZhquqDHd1hVpESV4zDIOilUvwzp1B169epPf3Own2DeCdVYvpdGQ7vItyVaaWVCJBpKWDVCxB4YrFVL75FnzzZ+lBjjx0NefAnhnV1L3vrQQ2rKL7N1sZ2HOQSHs3npnV2Nw6topMOCOVLkwl3WBN7P0Sh9NGccBL2+l+3B4Hy66vxTS1Lxe5GrqvJJIflKuZkzd3Ttvb2wHw+/Onr2cRmRpMlxPvrFq8s2qBdLdEieEQ0a5eYl19RLp6CJ9qI9rZQ2IoSKyzFyuZAAywmdjcLkyXM/3ldGA6nRi2ien/fSJZlgXJFKlEAiuZwkomsRJJrHP/nUxhpZKQtLBSKTjz0MAoA7AuXq9hGhg2G4bdjmG3pb9sZ7/M9KtpgmGAaaRvXhpnVmadE1/q9c+1Uqkz8aVjTCWSJAo9sGIOIydbsfUOAYxue5vHhbu6AndNBa6KUpylxTgCxbjKSrB5r71vXJFc5Cj0U/OuuymsT7eeGj7ciDNQhLOiVEUCmXCWZRHr7iPW0493Vi0Vd91E8drlOdeVpEy+sy2ovB9+gMDB43T9eivDB45h83tx11Skj/kikhccThv+QjdNR3twex3MX1KhcwgRERG5ZnlxldjS0sIvf/lLDMNg7ty52Q5HRKY5wzBwFPpxFPph/qzR76cSCeL9Q8R6+on1DRIfGEq3rOrsId43SDIUJt4/SCoaP9Nix0gXbQDDYU8Xbc4Wac4t1pwt1Jwt3KT/x9n/t7DS67MAK124GS3eJM8UcM4Uljin4HTOT3Tm1QKbiWk7Uziy20djsbldmG4XNo/7zPszRTa3C/NM3JwpJhlnYkx/5plCVzxOMhQhERohGRwhMRLGiqe/n4qciSmVglT6Z7Esa3QbjcZokC5wmSaY5uvbyGHDXujH7veSKi8iDFTceRM+jwe734ujuAB7YQH2Qp9ujsq0ZBgGBUvm4Z1dR8/zO+j6zVaCR5rwzqzG5tU4PzIxEsERIs3t2IsLqL7vTso23ZA+Tsq0ZpgmhfUL8S+cQ9+23XT+8kWCh5tw11Xq70Mkj7g9DpKJFEf3d+DxOqmbXZLtkERERCTPTcodug9+8IOXnLZly5bLTj9XPB6ntbWVHTt2EA6HMQyDzZs3T1SYIiITyrTbcZUHxhw/IxWLkxgOkQiOkAyNpN+HwiTDEZKhEeJDQRLDIZLhKKlwhFQsjpVMkorFR4tNpCzAwhptkZR+k35i0Xi9aGWa6eKNLf1qupzY3C5snjPFJW+6YJNuyZUuMtnOtug607rL5nadKTyd+f4EF3Qsy8KKJ0jF46RiCVKxWLpQlUyB9XpB7fVC15mil82G6bCPFs5MpwOb24lxppvXYDBI1969BG5cqRa2IheweVxUvvkWCpbOp+Pp3zH02iEMtwtPbVVOtuKU/JCKx4mcTvdsULJ+JRV334J3ZnWWo5JcYzodlG26Ib3/efYF+ne8RrynH8/MGgy7umoXyQe+AheD/WEO7G7B5bZTXqXxV0VEROTqTUph6sknnxyzabdlWRw+fJjDhw9f1XoLCgp47LHHrjU8kStmt9uprq7GrtYWcpVMpwNnaTHO0uJxzZ9KJEhF4693p5dMf5E6pzURgGWlizJnWxIZRrpgc7bFk+NMd3k51t2GYRgYTkd6rJsJHA9duSryxryzapj96IP073iNzl/+nuCRRlzV5ThLijIWgxlP4unox4wn33hmyUlWKkW0o4f44DD+BbOouOsWilYuVhdtU8xEH1ddFaXMfPg+iq9bTPvPfkfwaBPu2kocRbrBLXLVLBMSnvTrJCssdtPfM8L+nc2svmkORSVqeS0yXrpWFckPytXMmbQtbFnWFX3/jWzYsIGvfe1rzJw581rCErkqbrebefPmZTsMmUZMu13dzl0F5arI+JgOO6U3raZg6Xy6fvUivVt3E+vuxzOzGpt78gd4tcUSFDZ1TvrnyOSIDwwRaevCVR6g9sF7KLtpjcbqm6Im47hqGAZFq5binVNHx8+fo2/rbuL9g3hm1Kj1Zp6KpkxSZ7qGjphORmIWoWAUn18DhmeCgQ0ShZn5LMOgpMxLb1eI1145zZqNc/D6nRn5bJF8p2tVkfygXM2cSbnr+a1vfeu8f1uWxQc/+EEMw+D222/noYceesN1GIaB2+2mtLSU+vp6KisrJyNUkXFJJpOEw2E8Hg82m7obEclVylWRK+MMFFH74D0UrVxC5zPPM3z4BDavB3dN5aTeILZMg4THiT0cw0hd3UNLknnJcIRIczuGy0X55vWU33UT7sqybIclk2gyj6uO4kLqHnob/sVz6fjpFoJHGnGUFOIsD+jhnDyzI1hKf/JMEaq8GvamqO7dzUMfuzG7gU0TFhYYCbDsGEx+LwmGYRAo89LbHWLfq81cf+MsnC7lrMgb0bWqSH5QrmbOpJw9PPzwwxd97+y4UosXLx5zukguC4fD7N27l5UrNW6NSC5TropcOcMwKFgyD9/cGfTteI2uX72Y7t6vsgxHoGhSugJNeJz0rZhDYF8TjlB0wtcvEyuVSBBp6cSKxShYtoCKu2/Bv2hOznUTKxNvso+rhmFQsmY5vtl19G7dRf+OfYwcP43psOOsLMPu9074Z4pMOUYCXH0QDYDlyMhHmjaTkjIvHS2DNOxqZcW6GdjtavEocjm6VhXJD8rVzMnYYy3vf//7MQyD9evXZ+ojRURERGScTJeTslvWUli/kO4t2+h9aRfRI314aiuxF0zgYHCSN6xUimhnL/H+Qbyzaql4000Ur12O6dCT8TKxnGUlVL/9Dspvv5GhfUfpe3kvoROniDS34ygrwVlarPHLRHKM3W6jKOChuakPp8vG0lW1mKYeWBAREZHxydhV5ZNPPpmpjxIRERGRq+QMFFH7wJspXrOc7t9sZXDvISId3XjqqrB5NI7QdGBZFvG+QaKdPelxpN79FkpvWq0CpUw6u99HYMMqStZfR+j4aQZ2NTCwq4HgkSZsPg/uyjJMl8azEckVTqcdf6GLxiM9OF12FiyrVGtaERERGRc97igiIiIiF/HNqcP74QcYPnSCrl9vJXjoOIZp4qqpUIFqCosPBYm0dWH3e6l4002U334jrorSbIcl04xhmvgXzsa/cDYVd25kcO8h+rbvIXy6DSDdzV+BTzfARXKA2+MgmUxxtKEDl9vBrPk6ZoiIiMgby1phKhKJ8Mtf/pKXXnqJ5uZm+vv7SSaTbNmy5bz5LMsiHA4D4HA4cDgy02eyyIU04J1IflCuikwcwzQpXLYA/6I5DO49RM9zOwgdPwWWhaumArvvKsd/scBIJMGa2Hjl6iWCI0RaOzFdDgLrV1J++41459Tpxr9k/bjqLCuh/I4NlN68hqEDx+nbvofg4RNEWjpwlpbgLC9RN39ZNtcdJJJKX7PHunopWDqf6g2zshzVNGNld1/t87tIJS0O7m3F6bJRPaM4q/GI5KpsH1NFZHyUq5lhWJaV8VsCX/7yl/nbv/1bent7R79nWRaGYZBMJs+bt7e3l5kzZxKJRLjhhhvYtm1bpsOdNiKRCFu3bgWgvr4ep1PdZIiIiMjrUokEww3H6Pn9ToYPncCKx3GWBXAEilTAyFOJUJhoWyeYJoXLF1F++434F83R71NylmVZjJxsZWDnPvp37ifW04/d78NVVYbp1EOM2RY83EjVvZupfsed2Q7lqrSdHmDni02UVWqw8ytlWRaDfWEcThvXb5hFWWVBtkMSERGRCRKLxWhoaABg48aNuN3X3otKRltMxeNx3vGOd/DLX/4SSJ+4vJHS0lIefvhhHn/8cXbs2MHx48eZP3/+ZIcqIiIiIhcw7XaKVi6hcMUigocb6Xv5NYb2HyF46AT2Ah+uSt0YzheJ4RCR9m4Mm0nBsgWUbV5PYf0CtTyRnGcYBr45dfjm1FF++wYG9xykd+suRk62pLsbrS6/+tacInLVDMOgKOChv2eEfa80c/3G2RQHlIsiIiIytoxeeX7sYx/jF7/4BZZl4XK5ePTRR/nBD37A29/+9ssu9wd/8Aej75999tnJDlPkIiMjI+zevZuRkZFshyIil6FcFckMwzQpWDqfWR98Jwv+6x9R99634gwUEz7ZSvBwI9HOHlLxxCWXT3ic9Fw3h4RHrbMzybIs4gNDBI80Eevpp2jlEuZ+4g+Y+4k/oGjFIhWl5CK5flx1lhZTfscGFnzuj5j9Rw/iXzyPWGcvwcONxPoGx/UgpEi+s4wElrMHy7j0cTdTDMOgpMxLcDjKaztOExyKZDskkZyR68dUEUlTrmZOxlpM7dq1i29961sYhkFtbS2//vWvWbx4MQC///3vL7vshg0bKCoqYmhoiBdffJFPfvKTmQhZZFQqlWJkZIRUKpXtUETkMpSrIpnnrizD/aabKL1lLcEjTQw1HGNo/2FGmprBAkdxAY7iQkzX60UoyzRIel1YprqLywQrmSTa3U+8bwB7oZ+SG66j9KbV6S77VIySy8iX46rN7aJk7XKKVy8jePQkfdv2MLTvMMGObpylxTjLAhg2/a3LVGWBmSRXBm5MF6d89HWH2LujmdUbZ+Hx6kEUkXw5popMd8rVzMlYYepb3/rW6DhS3/3ud0eLUuO1cuVKXnjhBQ4dOjRJEYqIiIjI1bK5XRRdt5ii6xaTCN5G8OhJhhqOMnzwBOHmdlLxBDaPG0dRASlXINvhTnmWZZEMjhDt7iMVjeGqCFB1722UrF2Ou65KY0jJlGSYJgWL5+JfNIdIWxf9O16jf8degkebsPu9uKrKMR0Z7c1eZFoyzXTLqZ7OYV7b0cyqG2fhciv3RERE5HUZOzN47rnnAKivr+fWW2+94uXr6uoAaG1tndC4RERERGRi2f0+iq9fRvH1y0iGo4ycbGHkZAtD+48S6egh2toJ188n3NJBKpbE5nFjet2Ydt20ulbJaIxYTz+JwWFsPg/+eTMpXrucopVLcBRpIHqZHgzDwFNbief+N1G2eT0Dr+6n76VdjDSexnA4cNdUYHO7sh2myJRms5mUlPnoaBlk385mrrthBk6njvMiIiKSlrGzgra2NgzDYNWqVVe1vN/vByAUCk1kWCIiIiIyiWweFwVL5lGwZB4Vd99CvH+IvtMtHA/24184h+TRU8SHgiQ7euBMdwmGw47pdGC6nJhOB4bDjmGzYdht6ddLtPaxLAtSKaxUCiuRwkomz3ylwEphWYBlpb8ADAPDNAADTAPDNNNd29nSr6OfmcOti862jIr1DZIcCWM6HbgqSim/bT2FyxfhnVWj7vpkWnOWFFJx50ZKN65mcO8hel98ldCJUwC4qiuw+71ZjlBk6rLbTYrLvLSe6sdmM1mxtg67w5btsERERCQHZKwwFYmkB710u91XtXwwGAReL1CJZJLb7WbJkiVX/fcrIpmhXBXJbYZh4AwUUVbowzE4SNH69ZgWxPsHifX0E+3pJ9Y3QKynn1hPP/GBYZLhCNZQAiuRJJVMQvLCvr4NwMLCwsAA08Swnf06U8iymekilGGAkZ7nbHHKSllgpSBukUqlsJLpwhZnClpWMnnhR6XZTAy7DdNuTxevzryattffG3bbhBaFLMvCSiRIBEdIDo+QDIexLLB7PXhqKihcsQjf/Fl4Z9eqNYhMiKl0XLV53QQ2rKJ47XKGG47S8+KrBA83EmntxFVZir2oIKeL0CKXZNkgVpR+zUEOh42iEg/Njb3Y7SbLVtdi05hvMg1NpWOqyFSmXM2cjBWmysvLaW1tpaOj46qWP3z48Oh6RDLNbrdTWlqa7TBE5A0oV0Xyw4W56qooxVVRyoUdzaXi6SJMKhIlFY2SjMRIRWPpYpFlnSkqWemik82G6ThTFHLYMZ1OTJcj/eq0v97SyjQxTONM6yorXYRKWVjJJKl4AiuRSL/G46SicVKxGKlYfPSzU5EoyUiURDBEMjhC4sxXKhrDisaJJ8LpVlqJ9Ne5rbPSsQIpa7SAhmmeicvAMEwwzrT8siywSLf+isVHi2KG3YbN58VdU4Fv/kw8tVV4ZlbjrqlQyyiZcFPxuGo67BStWkrhdYsJHj1J30u7GNx3mEhbN67KAI5AsQpUV6g95iZmpfc/EU8Vwa4UoUNdzF9SkeXIpgcDE1K5ffPM6bJTUOyh6Vg3ps1g6coaTBWnZJqZisdUkalIuZo5GStMLV68mJaWFrZv304ymcRmG//TPM3NzezduxfDMFi7du0kRikytlgsRmdnJ5WVlTidzmyHIyKXoFwVyQ/jzVXTYcdZUjgpMUz0bedUPDFatEpFY6OvqWicVDRKKhZP//tM0SsZjpKKxEjF46Ri8XSLsEQCUqnXW3uZNgyXA2dpMc7iQuyFfuyFflyVZTiK1bpDJt9UPq4apknB4rn4F80hfKqV3q17GHh1P8FDJ3CWluAsL1Gxd5yORQroT55ppVkYgJMW1ckTKkxliEUSbBFIujHIzVZTAC63Hcty03ikG9NmsnhFNaap45hMH1P5mCoylShXMydjham7776b3/72t/T09PCd73yHD3zgA+Ne9i/+4i9IJpMYhsFdd901iVGKjC0Wi3Hq1ClKSkq0UxLJYcpVkfwwFXPVdNgxHXbsBb5shyIyYaZirl7IMAy8s+vwzq6jfPMN9L28h75tewkebsRRUoSrojTdulEkVxkpcAQh5czZ7vzOcnscWJbF8YOd2EyDhfVVZ8Z6FJn6psMxVWQqUK5mTsbOsB955BGKiooA+OM//mNeffXVcS33P//n/+Q73/kOhmFQU1PDgw8+OJlhioiIiIiIyDTkrqmg5v67WPC5j1DzzrswnXaCRxoJt3amu+YUkWvm8Trx+JwcPdDJsYOd6e5rRUREZNrJWGEqEAjwv//3/8ayLIaGhrj55pv50z/9U3bt2kU0Gh2db2hoiCNHjvDEE0+wdu1a/uqv/mp02le+8hUcDkemQhYREREREZFpxlUeoOqtm1nwuUepffAe7D4PwWMnCTe3p7vcFJFr4vU5cXvsHNnfwfFDXSpOiYiITEMZ68oP4OMf/zjHjh3j61//OrFYjK985St85StfGZ1uWRYlJSXnLXP2BOUv/uIveNe73pXJcEVERERERGSacpYUUnnXzQRuXMXAzv30PL+DkWOnMH0e3NUVmI6MXk6LTClevwvLgiP72jGAeUsqNHaiiIjINJLxM+mvfvWrrFixgj/90z9lYGAASPfrffYE5MInZYqLi/nKV77Cww8/nOlQRUbZ7XZKS0ux23XxKZLLlKsi+UG5KpIflKtpjkI/5bffSMn660YLVKHjp7B53bhrKqd9gWq1r48k6ev5kcYWyjato/ru67Ic1XRiQNKVfs0zvgIXAIf3tWMB81WckilMx1SR/KBczRzDylKb6WAwyBNPPMGzzz7L9u3bGR4eHp3mcrlYt24db33rW3n00UcpLCzMRojTTiQSYevWrQDU19drgDcREREREZELJEJhBl7dT8/zrxA+3YbpduGuVYEKIHi4kap7N1P9jjuzHcpVaTs9wM4Xmyir9Gc7lGklNBwlGk2weHl1ujhlqjglIiKSS2KxGA0NDQBs3LgRt9t9zevM2pmz3+/nk5/8JJ/85CcBCIVCDA4O4vP5KCoqylZYImNKpVLE43EcDgemmbGh2UTkCilXRfKDclUkPyhXx2b3eSi7dR0la1cwsKuB7udeZuTEaUyPSy2oJOMsLCAFmBh52GoKLmg5ZVksWFqp4pRMOTqmiuQH5WrmZGzr3n///dx///285z3vIR6PXzTd5/NRU1OjopTkpJGREXbu3MnIyEi2QxGRy1CuiuQH5apIflCuXp7N66b05jUs+NMPM+Ph+3CVlxI6cZqRU22k4olshyfThZEAd0/6NY/5Cly4PXaO7O/gSEMHqVRWOvcRmTQ6porkB+Vq5mTsUa7//M//xDAMbr/9dhwOR6Y+VkRERERERGTS2Lxuym5ZS8ma5fS/up+e373MyPHT2PweXNXlmBqjQGRcvH4XGAZHGzpJJlIsvq4am01Pq4uIiExFGTtDLikpYWBggNmzZ2fqI0VEREREREQy4myBqnh1Pf2vvEbPczsIHTuFvcCHu6ocw27LdogiOc/rc2IYBscPdZFMpli6qha7XcUpERGRqSZjhamamhoGBgbUDE5ERERERESmLLvPQ/nm9ZSsXU7/jn10P/cywaNNOIoLcVWWYagFiMhlebwOTAOajvaQTKSoX12Hw6nCroiIyFSSsTPi22+/HcuyeOWVVzL1kSIiIiIiIiJZYff7KL/9Rhb8l49Q++A9mG4XwSONRDp6sFKpbIcnktNcHgeFxW5Onehl747TRMIXj1UuIiIi+cuwLCsjI0ru27eP1atXk0ql+M///E/uvffeTHysXIFIJMLWrVsBqK+vx+l0Zjmi3GFZFpZlYRgGhmFkOxwRuQTlqkh+UK6K5Afl6sSK9Q/Rt3UXvb/fSbS7D2d5AGdZyZTatsHDjVTdu5nqd9yZ7VCuStvpAXa+2ERZpT/boYybxeu3dAymzt/SWfF4koHeESpqCrlu3Qx8fle2QxK5KjqmiuQH5erYYrEYDQ0NAGzcuBG3233N68xYi6kVK1bwZ3/2Z1iWxcMPPzxaABHJB4ZhYJqmdkgiOU65KpIflKsi+UG5OrGcJYVUvXUz8z/7Yaru3YyVSBI8dIJY3yAZel50UhwMF7IzGGBnMMD+oiW8eCzJi78+mu2wpg3jnP+mIofDRqDMR1fbELu2nmSgT8NDSH7SMVUkPyhXMyejnVv/5V/+JX/7t39LMBhk06ZNvO997+OnP/0pLS0tRKPRTIYickXC4TD79u0jHA5nOxQRuQzlqkh+UK6K5Afl6uRwlQeouf8uFvzphyi/YwPJkTChI43Eh4LZDu2q9MRdtMW9tMW9dLnLOd0Pp0/0ZjuscbHb7fh8PgoKCigsLGTuwho2vbmeiqqibIc2bpaRwHL2YRmJbIcyaWx2k9IKPwM9I+zaepKu9qFshyRyxXRMFckPytXMsWfqg2y28weqtCyLH/zgB/zgBz+4ovUYhkEiMXVPuCQ3JZNJhoaGSCaT2Q5FRC5DuSqSH5SrIvlBuTq53DUV1L3vXko3Xk/3b7czsOcg0Y5u3LVV2H2ebIc3pblcLlwu10X3KTweG7PnVTB7XgUjoShNxzpoOtaZpSjHywIznn6dwkzTIFDhY6B3hN3bTrF0ZQ0z5gb0RLvkDR1TRfKDcjVzMlaYOts341nnvs/nbgtEREREREREroZhGHhn1zHzQ+8icLiR7i3bGNp/lCjgrqvC5tZ4OhPN5/ONjqc8Eoqya1sjJw53Eo3EcbkdzF9SxfU3zsHrc7Fs5SwCZQXs2XGCVEr3LbLNMAyKS70MD0bYt7OZkVCMBcsqsdky2hmQiIiITICMFaZABSgRERERERGRCxmGQcGSefgXzmZo3xG6fruN4NEmTKcTd20lpiOjl+5T1tmiVCKR5Nn/2MOubY0k4uc/EX3sYDu//dk+rt8wl7e8cxXVdQEAdm0/no2Q5QKGYVBY7GEkFOPI/g5GgjGWXV+Dy+3IdmgiIiJyBTJ2dptKpTL1USIiIiIiIiJ5x7DZKFq1lIJlC+jfuZ/u324jdPwU9kI/7upyDDP3Woa4zBTuVLq7fSuRxHS78PqcWY7qYi6Xa7Qo9eQ/PE/T0a5LzhuPJ9nxwjG62gd55BObqK4LMGdBZR506zd9eH1O7HaT0429jIRiLF9TS1GJN9thiYiIyDjl3lmtSA5yuVzMnz8fl0tdaYjkMuWqSH5QrorkB+Vq9phOB6Ubr2f+n36Quve+FZvHTfBwI9HuvpzrieQGfy93FXdwV3EHN/Xs4P5VNu57/+psh3WRs3/Hz/7HnssWpc7VdLSLXzy1B4DZ8ysnLbZrYtkgXpB+nWacLjuBch+9XUF2/r6J1lP9OZcfImfpmCqSH5SrmaPClMg4OBwOqqqqcDjUPYBILlOuiuQH5apIflCuZp/d56Xizo0s+NMPUXXvZqxEguChRuKDw9kOLa/Y7XZsNhsjoSi7tzVe0bK7tjUyEori87upqCqapAivnoGJkfRiTNPbOzabSWmFj2g0wZ6XT3PotfaLumcUyQU6porkB+Vq5kzPMxeRKxSPx+no6CAej2c7FBG5DOWqSH5QrorkB+Vq7nCWFlNz/13M/8wHKL1lDfGBIUJHm0iORLIdWl44+9Tzrm2NxK+waBGPJ9m9vQmAGXPKJzy2a2WRwrKNYDF9h08wDIPigBe3286xhg5e3XqSoYFwtsMSOY+OqSL5QbmaOSpMiYxDNBrl+PHjRKPRbIciIpehXBXJD8pVkfygXM09nhnVzHzkfuZ+/A8oqF9IpLWDUGMzqXgi26HlNPPM2FwnDl/dGFHHD3UA4PXlYLc+RhIcw+nXac7jc1Jc6qWzdYhXXmikubEPK6Wu/SQ36Jgqkh+Uq5ljz3YAIiIiIiIiIjI+hmFQsGQevgWzGNx9kK5fvUTo+CkchX5c1eUYpp4/vZBhGABEI1f39PPZ5eyO6TeOU76xO2yUVvgYGoiwd8dperuGWVhfjdfvzHZoIiIico6sFKZGRkb47ne/y29/+1v27t1LT08Pw8PD4xqk0jAMEgk9DSYiIiIiIiLTl2m3U7JuBQXLFtC/fQ9dv91G8HAjrsoyHIGi0WKMMHqvweW+uvEizi6nsYvyg2EYFJV4iEYSnDzWS1/PCAuXVVIzqwTTVF6IiIjkgowXpn70ox/x0Y9+lIGBAYBxFaNERERERERE5GJ2n4fyOzZQtHIJ3b/bTu/W3cSO9OGeUYXd5812eDkhlUqPvzRvcSXHDrZf8fLzl1QB0NU+RCKRxG5Xy6l84HLbKa30MzQQZs/Lp+loG2LhskoKiz3ZDk1ERGTay2gb/3//93/nwQcfZGBgAMuyRotShmGM+TTXpb4vkmk2m43CwkJsNl2AiOQy5apIflCuiuQH5Wp+cZaVUPvutzDvUw9TvKaeaHs3I43NpDR49+g4Eas3zMVxhd3xORw2Vm+YC8C23x3htR0tDPaNTHiMV8+AlCP9KhcxTYPigBd/oYuWpj62P3eCYwc7icXUE49klo6pIvlBuZo5GStM9fb28tGPfhTLsrDb7Xzxi1+ks7OTj3/846MFqlQqxdDQEPv37+ef/umfWLFiBZZl4ff7+X//7/+RSqVIJtV0XjLP4/GwYsUKPB49WSWSy5SrIvlBuSqSH5Sr+ck3dwaz/+g9zH70vXhmVjNy/DSR1k6sM62GpqNEIkEymcTrc3H9mSLTeK3eMBeP10lfT5BjBzuIRRMc3NtO09Eeksnsb1PDsmPEAhiWhhC/HKfLTlmlHyyLg7tbefm5E7Q3D2Cl1IuPZIaOqSL5QbmaORkrTP3zP/8zoVAIwzD467/+az772c9SXl5+0Xx+v59ly5bxsY99jN27d/M3f/M3BINBHnroIb75zW9mKlyR81iWRSqVUteTIjlOuSqSH5SrIvlBuZq/DJuN4uuXMu9Tj1D3vnsx3S6ChxuJ9Q9O+GdtHS7jmf4anumv4fnyDfzg1SQ//OYrE/451+psq6m3vGsVcxZWjGuZuYsqefM7VwGw/bmj5+VCR8sg+15pYXgwMvHBXgHrnP/k8gzDwF/opqTcx1B/hFe3nuTVrSfp6wlpPyeTTsdUkfygXM2cjBWmtmzZAkBhYSGf/OQnx7WMYRh87nOf48///M+xLItPfepTnDhxYjLDFBlTKBRi27ZthEKhbIciIpehXBXJD8pVkfygXM1/Nq+b8js2MP9PPkjFm24iORwieKSJZHjiiilJyyCBSQKTpGknkYJ4PPd6OolGo8RiMex2G488tokbbl1wyW79HA4b629dwMMfvxW7w0bD7tNsf+7IRfNFwnEadrVy+kQvqWy1vDES4O5Kv8q42GwmJWVe/AUu2k4P8PJzJ2jY1UpwKLtFRpnadEwVyQ/K1czJWFvvQ4cOYRgG69evx+FwjDlPMpkcs//GP//zP+ef/umfGBgY4IknnuALX/jCZIcrIiIiIiIiMiW4ygPUPngPxavr6fzFCww3HMVwOvHUVWHYp88YCmdvMjmdTt724BruuHc5u7c3cfxQB9FIHJfbwfwlVaPd9wG0nOrhVz/Zw+UenG49NUB/7wjzl1TgK3Bl4keRCeB02Smt8BEZiXPicBdtzQPMnlfKzPmlo79/ERERmRwZK0z19fUBUFdXd973zy1ShcNh/H7/Rcs6nU42bdrET37yE37xi1+oMCUiIiIiIiJyBQzDwL9wNt45dQzs3E/Xr14keLQJZ3kAZ1kJhmFkO8SMCIVCJBIJXC4XXp+Lm+5YzE13LL54vmCEk8c7aTrWycLlVXS0DHLqRN8lxyQaCcbY/2oLdXMC1M4sxjCnx/bMd4Zh4PE5cXsdhIIxDu1rp/lkH7MXlDFjTikut8buEhERmQwZO8LabDbi8fhFraUKCwtH37e1tbFw4cIxly8tLQWgpaVl8oIUERERERERmcJMh53AhlUU1C+gZ8t2en6/k+CRJjwzqrD7vNkOLyOi0SjRaBS73Y7L5cI0TQzDIBZL0Nk2SFdbP10dr4/HZRgG1TOKKQ54OX6oi+BQdMz1WhY0N/bR3xNi/tIKtbrJI4Zh4C9w4fU5CQ1H0100NvYxZ0EZtbNLcDpVoBIREZlIGRtjqqysDIChoaHzvn9uC6r9+/dfcvlTp04BMDw8PAnRiYiIiIiIiEwfjkI/1ffdybxPP0zJ6mVE27oJNTaTSlzZWEVVjggznSFmOkPUhNuZV24wb0nFJEU9sRKJBKFQiOHhYYaGhmg82sbzv2g4ryh1Lo/PSf31tcyYG+ByDcyCQ1H2vdJCe/OgBk/PM6ZpUFDkprQ83cXfvp0tbNtynFPHe3Ny7DQREZF8lbHC1OLFi7Esi8bGxvO+v3LlytH3P/7xj8dctr29nW3btgFQXl4+aTGKXIrX62Xt2rV4vdPjCUKRfKVcFckPylWR/KBcnR68s2qZ/eiDzPrIu3FXlxM6epJoV++4CyoLPcOs8vWzytfPkqFjrJ9jsn7TvEmOOnsM06BudgnL19Th9V26RVQqZXHyWA8H97YTDccnLyDLDpGy9KtMGNNmUlTioaTMS2g4yt4dp9m25TinT/SSUIFKroKOqSL5QbmaORkrTK1fvx6AAwcOkEy+fhBfvXo1dXV1WJbFD37wA/793//9vOWGh4d55JFHCIVCGIbBTTfdlKmQRUaZpjnaxYOI5C7lqkh+UK6K5Afl6vRh2GyUrF3O/D/+ANX3vwkrkSR4pIlEaCTboeUsX4GL5WvrqJ1VfNn5hvrDvPZKM11tQ5PSesrAwMCGgca0mgw2m0lxwEtJmZfgYIS9L59m2++O09LURzKRynZ4kkd0TBXJD8rVzMnYFr7zzjsBCAaDo62fIN2P76c//WkALMvi/e9/PytWrOChhx7ivvvuY9asWfz2t78dnf8Tn/hEpkIWGRWJRDh06BCRSCTboYjIZShXRfKDclUkPyhXpx+730f1vbcx79OPULKmnmh7NyNNLVgJtRAZi2kazJxXSv3qWtwexyXnSyYtThzu5si+DmLRK+sq8Y1YRgLLMYBlTOx65Xw2m0lxqZfiUi9D/WF2bz/F9ueO03a6n2RSBSp5YzqmiuQH5WrmZKwwtXHjRmpqarAsi29/+9vnTfvUpz7FnXfeOfr00IEDB/j+97/Pz372MwYHX++T+b/9t//Ghg0bMhWyyKhEIkFvby+JK+xvXUQyS7kqkh+UqyL5Qbk6fXln1TD7j97DrA89gKuilODRJmI9/Rov6RIKitysWFdHVV3RZefr7x3htR3N9HQGJ/DTLbBF068y6Wx2k5IyH0UBDwO9YXZtPcWO5xvpaBkkldLvQC5Nx1SR/KBczZyMdUJsGAYnT54kmUxe1BTOZrPx9NNP85d/+Zf84z/+I8Hg+SdptbW1/K//9b945JFHMhWuiIiIiIiIyLRl2GyUrFuBf/Fcun+7jZ4XXiF2tAnPzBpsHne2w8s5NpvJnIVlBMq8HD/UfcmWUYlEimMHOunrDjFnURkOhy3DkcpEsNttlJR5iceT9HYF6esOUlFdyJxF5ZRV+jEMda0oIiJyORkdHdNut2O3j/2RTqeTv/7rv+Yv//IveeWVV2hra8M0TebOncuqVat0UBcRERERERHJMEehn5r730TRdYvpeOZ5hvYfweZx466txND4CxcpCni57oY6Th7rpbt9+JLz9XYFGRoIM29xOSVlvgxGKBPJ4bARKPcRiyboaB2ku3OYmhnFzF1cTlGJN9vhiYiI5KyMFqbGw+l0ctNNN2U7DBERERERERE5wzdvJnM+9j76X95L5y9/T/BwI+6aChzFhdkOLefY7TbmL6kgUOaj8Ug38djYY3TFY0kO7+ugoqaA2fPLsNlV6MtXTped0go/kXCcUyd66WwbYubcAHMWlePxOrMdnoiISM7RWU+GBINBfv/73/PlL3+Zd7/73cyZMwfDMDAMg9mzZ1/x+hoaGnj00UeZN28eHo+H8vJybr75Zh5//HH1gTkJnE4ns2bNwunUCaVILlOuiuQH5apIflCuyoVMh53Sm9cw/zMfoPz2G4kPDBE6fopUPJ7t0HJSoNzHdetmECi/fIuorrZhXnulmcH+8JV/iGVC3J9+laxzexyUVfqx2QyOHuhk25bjnDzWQyKRynZokmU6porkB+Vq5hiWRi/NiM2bN/P888+POW3WrFmcPHly3Ov6xje+wSc+8QlisdiY09etW8czzzxDWVnZFcUYiUTYunUrAPX19UpAERERERERGZNlWQwfOMbRn77E8OlO7IU+kkMhAjetpvrOGymvKsh2iFes7fQAO19soqzSP6HrtSyL3s4gjUd7SL5BgaJ6RhEz5gaw2VRoyneplEVwMEIslqSssoCFyyopq9L4UyIikn9isRgNDQ0AbNy4Ebf72scb1ZlOhpxb/wsEArzpTW/C77/yk91nn32Wj370o8RiMSorK/n617/Ojh07+MUvfsH9998PwCuvvMJ9991HMjl2dwFy5RKJBL29vWqNJpLjlKsi+UG5KpIflKtyOYZhUFi/kCPFi9lVuoodjoW8WrqKXx9K8eufNGQ7vJxiGAZlVQWsvGEGxQHPZedtbx5k/84WgkORca3bIoVlRrBQi5xcY5oGhSUeiks99HUP88qLjex/tYWR0NgPGcvUpmOqSH5QrmZOxsaY+uAHP3hNy5umSWFhIcXFxSxZsoS1a9deVRd42fK+972PRx99lLVr1zJ//nwAZs+eTTAYHPc64vE4jz32GKlUisLCQrZu3cq8efNGp9999918/OMf5//+3//LSy+9xHe/+10eeeSRif5RpqVIJMKhQ4dYuXLlVRUURSQzlKsi+UG5KpIflKsyLqZaf4yX02Vn8XXVdLUNc/J4D6nk2B3YhEfi7N/VSu2sEupml2BebhsbSXAOQjSg7vxylN1uI1DuJzISp/FINz2dQRYsq6R21hv8bmVK0TFVJD8oVzMnY4WpJ598csKbK69fv57Pfe5zvO1tb5vQ9U6GP/qjP7rmdfzkJz+hsbERgM9//vPnFaXO+tKXvsT3vvc9+vv7+dKXvqTClIiIiIiIiEiOMAyDytpCigIejh/qYnjgEi2jLGg92c9AT4j5Syvw+l2ZDVQmnNvrwOm2MzQQZu/Lp+lqG2Lximp8BfrdiojI9JPRx2ksyzrva6zvXcn0l19+mfvuu48PfehDmfwxsuY///M/R99fquDk9Xp597vfDcDBgwc5evRoBiITERERERERkfFyexwsW1XDrPmlGJdpNRMKxti3s4XWU/3nDRFQUVXE6hvnc8sd13Hbbbdxyx3XsfrG+VRUFWUifLlKpmlQHPDiL3TR3NTHy8+foLmpDyul4d9FRGR6yViLqW9961sANDc384UvfIFoNIphGNx0003ccMMN1NXV4ff7CYVCtLS08Morr/Diiy9iWRZut5s/+7M/o7Kykr6+Pvbt28czzzzD4OAgkG6NVVZWxhe/+MVM/ThZ8dJLLwGwaNEiqqqqLjnfrbfeyj//8z8DsHXrVhYuXJiR+ERERERERERkfAzDoGZmMcWlXo4f7CI0HB1zPsuC0yf6GOgd4a77V7JwaQ1e38WtbIqKobouwEgoStOxDpqOdU7yTyBXy+myU1bhH2091dcdYvGKKlxuR7ZDExERyYiMFaYefvhhduzYwZ/8yZ8Qi8V4+9vfzle/+lVmzZp1yWVOnz7NZz7zGX7yk5/w1a9+lWeeeYZ169YBEAqF+PznP88//uM/YlkWX/3qV3n00UeZO3dupn6kjAoGgzQ3NwOwePHiy8577vRDhw5NalzThWmaeL1eTFN9dovkMuWqSH5QrorkB+WqjMdNdy4kEo6f9z23RzfXr4TX56R+dS1tp/ppOdmPNUbjGbvDxj3vXkP9qhkAjISi7NrWyInDnUQjcVxuB/OXVHH9jXPw+lwsWzmLQFkBe3acIKXWODnJMA2KAl6i4ThNR7sZ7B9h2apaSis0pslUpGOqSH5QrmZOxgpTfX19vOtd76K/v59HHnmEf/3Xf33DZWbOnMlTTz3Fhz/8YZ544gne9a538dprr1FSUoLP5+PrX/86kUiEb37zmyQSCZ544gn+9//+3xn4aTKvpaVl9H1dXd1l550xY8bo+7PFrCvV0dGBzWa77Dy1tbVXte585PV6uf7667Mdhoi8AeWqSH5QrorkB+WqjMes+aXZDmFKME2DujkBist8HD/YSTj0erHPMAze/YEbWbZqBol4kmef2sOubY0k4snz1nHsYDu//dk+rt8wl7e8cxXVdQEAdm0/ntGfRa6My+Mg4LQx2DfCzhebWLyimpnzSjEv08Wj5B8dU0Xyg3I1czJWmPrmN79Ja2srhYWF/MM//MMVLfu1r32N//iP/6C1tZVvfvObfPaznx2d9oUvfIHvfOc7xONxnn/++QmOOncMDw+Pvvf7L//0jM/nG30fDAav6vPuuOMOenp6LjvP6dOnL4ppZGSEVCp13nwulwuHw0E8HicaPb9rApvNhsfjwbIsQqHQRZ9xtkIdDodJJs8/6XY6nTidThKJBJHI+QPGnq1uw9jbwOPxYLPZiEQiJBKJ86Y5HA5cLteY6zUMY3T7hkKh8/r4BnC73djtdqLRKPH4+U8N2u123G43yWSScDh8UUyX24Zn1xuLxYjFYudNO7sNU6kUIyMjF63X5/NhGMaY2/Byv5s32oZnfzdjbcPL/W7eaBue/d1kchueXe9Eb8Px/n1f6TaciL/vsbbheP++r2Ybah+Rpn1EmvYRadpHvE77iDTtI9K0j0jTPuJ12kekaR+RNpn7iPRKLCzj/Gnpb6dbgVlGArigBZJlw8DEIglG6sIlMSw7FhYYCS5i2TEwRtfrKzRZvraK5sYB2k+n7wPcuHnhaFHqyX98nqajXRev54x4PMmOF47R1T7II5/YRHVdgNkLymg63n7OZ5oY2LBIgZG8YA3peNM/68XbYTTesX7Wy673WrahiWHZLrkNx7feS/+s4/3djP9nvfJtaNqhpNxJaDjB/ldbGOgLMWtBMQ7n6w8Max/xOp1HpOk8Ik3nEWnaR7xO+4i0idxHXPjzToSMFaaeeuopDMNg8+bNo3844+Xz+di8eTM//elP+Y//+I/zClPl5eWsXbuWrVu30tjYONFh54xzE8XpdF52Xpfr9b6mx0qEibJ3797R9zfddBMAx44dO6+IBrBw4UIqKiro7u6+6HdUXFxMfX09yWTyvPWddcMNN2CaJk1NTfT19Z03bc6cOdTW1jIwMMDhw4fPm+bz+Vi1ahUAr7322kU7klWrVuHz+Whubqaz8/x+t+vq6pg9ezbBYJCGhobzpjkcDm644QYADhw4cNHOor6+nuLiYtrb289r5QZQWVnJggULiEQiF/2shmGwceNGAI4cOXLRDmHx4sWUlZXR3d1NU1PTedMCgQBLly695DZcv349drudEydOMDAwcN60uXPnUlNTQ39/P0ePHj1vWkFBAddddx3AmOtdvXo1Ho+HU6dO0d3dfd60GTNmMGvWLIaHhzlw4MB509xuN2vWrAFg//79Fx0gVqxYQWFhIa2trbS1tZ03rbq6mnnz5hEOhy+KyWazceONNwJw+PDhi3bWS5YsobS0lM7OTk6dOnXetNLSUpYsWUI8Hh/zZ92wYQOGYXDs2DGGhobOmzZ//nyqqqro7e3l+PHzn0QsLCxkxYoVWJY15nrXrl2Ly+WiqamJ3t7e86bNmjWLGTNmMDg4eFGXnOc+vbF///6LDjwrV67E7/fT2tpKe3v7edNqamqYO3cuoVCIffv2nTfNbrezfv16IN0N6IUH6GXLllFSUkJ7e/tFrTHLy8tZtGgR0Wh0zJ91uuwjnE7naJez2kdoHwHaR5ylfUSa9hGv0z4iTfuINO0j0rSPeF229hEeRyk2Rwpc5/89YBkQrUi/dwyAeUEhIlYEKTfYIuC44AZZ0gXxYmCM9QJEzq53CMz0TR8TmFUPJRWlNB4Y5MbN6XGjn31qz2WLUudqOtrFL57aw70PrmHOgkqams/ZVnE/JH1gxsA5eP6CKRvEytLvnf1gXFCQiQbAcoA9BPYL7jckvJAoSBd5XP3nT3vDbVgMKVd6nfYLbpAl3RAvSheAxtyGlWfW+/o2fH29hZDynPndnL//IOmEeAlgXWK95YAB9mGwnZ+Pl9+GdoidaUno7IMLGz5FS8Gygz0I9vP3lT67F0fQTWtzF8H4+ftK7SNel4/nES6Xa8xjhs4j0nQe8TqdR6Rlax+xePFi9u/fD3DR3/d0vtYwDAOPx3PRfNfCsC78658kFRUV9Pb28pGPfITHH3/8ipd/9NFH+cY3vkFZWRldXeefiH3gAx/g29/+Nk6n86Id15UwjGtvJv2tb32LRx55ZFzzzp49m1OnTjFr1ixOnjx52Xl37tw5unP53Oc+x//5P//nkvOGw+HR4t9b3/pWnn766XHFE4lE2Lp1K5DeSZ7bl6bNZsPlcmFZ1mixq7q6enT6VH/6YGRkhKNHj7Jo0SLKy8sBPX2gpw/S9IRSWq48oXQ2VxcuXEhxcbGeUEL7iHNpH5GWC/uIc3PV6/VO+fOIK92G2kdoHwG5sY8YGho6L1en+nnEubSPSJtu+4i+rgg7X2qktNJ9UUyZajF14XrLK4pZf+tiRkJR/vbzPyUev7B1zqU5HDb+y9+8Ha/PxY6XDtLVcaZYpBZT5/2sudBi6sL1JhJxhoZGKCx2s2BpJYXFHu0jzpGP5xFnb/ifPaZeuN6peB4x3e5HnEvnEWn5uI84W6hZtGjRRYWY6XytEY/HRwuPGzduxO2++FzpSmWsxdTZP5KOjo6rWv5shXisP7azG2IiNkiuKigoGH3/Rt3znfvH9Ebd/l3KnDlz3rBl1lgu1xrO4XDgcIw9CK5hGJeN9XIVWbvdftllLzftcn8zY6333DjO7TLxQi6X67yWa+ey2WyXjely2/DsznMspmle9Ta83O8GJnYbnmu6bMM3+vu+lm14tet9o214ud/NtWzDTO0jvF7vaIyZ3Eeca7r8fYO24VnaR6RdyTY8tyh19t+XMhXOI841Xf6+QdvwrHzcR5y9kL8wV6f6ecS5tI9Imz77iAhYxmihYyxnCw5jTsMG1thjNRsY6ZZGV7jeWfPSrYx2bWu8oqIUpLv12729iZvuWMzM2VV0t59/L8HABOvSg7tfdjtc9md9o/Vmdhu+UUyTtd70sle3De12B8XFhfT3hDi4u4vr1s6kvPr1v3ftI9LybT97dvpYy0/F84hL0XnE66bS3/dU2Uecve/u8Xguue6ptA3Hu4+4sGA2ETJWmKqurqapqYnnnnuOYDB4RQWT4eFhnnvuOQzDOK+Vzln9/emnfsrKyq4pxgubp16NseKbCLW1taPvL2xueaFzm7TOmDFjUuIRERERERERkcnl9advfJ043PkGc47t+KEObrpjMV7f2DfQJHeZpkGg3MdA7wi7t59i+Zo6amYWZzssERGRCZGxwtTmzZtpamoiGAzy8Y9/nG9/+9vjXvYTn/gEw8PDGIbBpk2bLpp+4MABDMOgoqLimmJcvHjxNS0/mQoKCpgxYwbNzc0X9U16oXOnL1myZLJDExEREREREZFJYLenW9REI1c36PjZ5eyOsVvmSG4zDIPiUi+D/WFee+U0iUSSGXMCEzIUhYiISDZdur3xBHv00UdHxyz6t3/7N+69915OnDhx2WUaGxt529vexr/9278B6QPyRz/60fPmaW1t5eDBg0B6ALKp7OxgfUeOHLlsl4gvvPDC6Puzg9PJtfF4PKxcuXLCB3kTkYmlXBXJD8pVkfygXBXJvkQi3X2fy33pbowu5+xyiSvsBlByh2EYFAfSXT81vNpKc2PfRWPHSO7TMVUkPyhXMydjLabWrl3LZz7zGf7u7/4OwzB49tlnefbZZ1m3bh033HADM2bMwOv1MjIyQktLCzt27OCVV17BsqzRA+6nP/1p1q5de956v/Wtb2FZFoZhcMcdd2Tqx8mKd7zjHXzve98D4Mknn+S//tf/etE8IyMj/PCHPwRg6dKlLFy4MKMxTlVv1D+oiOQG5apIflCuiuQH5aqMx76dzQwPnj94eEGRmxVr1a38RBgJRikq9jFvcSXHDrZf8fLzl1Sl1xOKvsGckusKiz0MD0bYv6uFVMpi1vxStZzKIzqmiuQH5WrmZKwwBfClL32JZDLJV7/61dHvvfLKK7zyyitjzn/uEyCf+tSn+PKXv3zRPCUlJfyP//E/ALjnnnsmNuAcc9999zF37lwaGxv5m7/5Gx544AHmzZt33jyf/exnR8fc+uxnP5uNMKekSCRCa2srtbW1lx04T0SyS7kqkh+UqyL5Qbkq47H/1RbamwfP+171jCIVpiZIc1M31XUBVm+Yy5an9xO/gpZPDoeN1Rvmjq5H8l9BkZvhwQgH9rRimgYz55VmOyQZJx1TRfKDcjVzMlqYAvj7v/977rnnHv7sz/5stEXU5axdu5YvfOELl2wN9fGPf3wywpxwx48f56WXXjrve8FgcPT1ySefPG/a3XffTVVV1Xnfczgc/MM//AP33nsvQ0NDbNy4kT//8z9n3bp19Pf3841vfIOnnnoKSHf794d/+IeT9wNNM4lEgvb2diorK7MdiohchnJVJD8oV0Xyg3JVJPu6OgYZCUXx+lxcv2EuO144Nu5lV2+Yi8frJBSM0NUx+MYLSF44W5xq2N2KYRrMmBPIdkgyDjqmiuQH5WrmZLwwBXD77bdz++23c/DgQZ5//nn27t1Ld3c3wWAQv99PWVkZK1euZNOmTSxbtiwbIU64l156iQ984ANjTuvt7b1o2nPPPXdRYQrgLW95C48//jif+MQn6Ozs5LHHHrtonnXr1vGTn/wEm02Dm4qIiIiIiIjks6ZjHSxbOYu3vHMVXe2DNB3tesNl5i6q5M3vXAXAkYbWyQ5RMqygyM1gf5iGXS3YbAY1M0uyHZKIiMgVyUph6qylS5eydOnSbIaQlz7ykY9w44038vWvf50tW7bQ1taGz+djyZIlPPTQQ3z4wx/Gbs/qr1ZEREREREREJkDTsU4CZQVU1wV45BObePapPeze1jhmt35nu+978ztXYXfYaNh9mmd+tIcVa+qw2c0sRC+TpbA4XZza/2oLNruNyprCbIckIiIybqpeZMgjjzzCI488MmHrq6+v51/+5V8mbH0iIiIiIiIikpv27DgBQHVdgLc9uIY77l3O7u1NHD/UQTQSx+V2MH9J1Wj3fQANu0/zoydfJhFP0ni0mwVL1S3RVGIYBkUlHgZ6w+zb2cz1N86itMKf7bBERETGRYUpkXFwOBzU1NTgcDiyHYqIXIZyVSQ/KFdF8oNyVcbjgQ+txUqd/z1DDXMmXCplsWv7ceYsqGTOgiq8Phc33bGYm+5YfNG8fT1Btj93lO3PHeHssN49HUGKS7yUVxdkOHKZTIZhUFzqob8nxGuvNLN642yKSjzZDkvGoGOqSH5QrmaOYVlnT1NkuotEImzduhVIt8hyOp1ZjkhEREREREQkM9pOD7DzxSbKKnO/1UlFVREz5pTj9bmwO2wk4klGQlFONXbx/LMHGR6MXrSMaTNYsbZutEWVTB1WyqK3O0RJmZfVG2fj87uyHZKIiEwhsViMhoYGADZu3Ijb7b7mdU5oi6nf//735/37lltuueS0a3HuekUyIZlMEgqF8Pl82Gy2bIcjIpegXBXJD8pVkfygXBXJXV0dg3R1DGKRAiMBlh2DdFO1+Usr2bezhWTi/KZsqaTFsYZO6tfUYZpGNsKWSWKYBoEyL73dIfa90sz1G2bjcquTpFyiY6pIflCuZs6EHqU2bdqEYaRPbgzDIJFIjDntWly4XpFMCIfD7Nu3j5UrV+L35/7TcyLTlXJVJD8oV0Xyg3JVJA8YSXD1QzQAVrow5fY4mLe4nKMNnRfNHgrGOHW8lzkLyzIdqUwy02YSKPPR2TbE/l0trLxhJna7+tXMFTqmiuQH5WrmTPgRyrKs0a/LTbuWLxERERERERERGVtphZ/K2sIxp3W0DNLXE8pwRJIJNrtJccBDa1Mfh19rw0rpHpqIiOSmCW0xdcstt1yyVdTlpomIiIiIiIiIyMSZNb+UoYEI4VDsomknDnXhWztD3b1NQQ6nHX+Rm6ajPbi9DuYtrtD9OBERyTkTegby/PPPX9U0ERERERERERGZODabycJllex/tYXUBS1nEvEUxw92snRVjYoWU5Db4yCZSHF0fwden5OamSXZDklEROQ86mxWZBwMw8But+uEXSTHKVdF8oNyVSQ/KFdF8oR16Rz1+p3MXjD2eFJDAxFaTvZPVlSSZb4CFxZwYHebum7MATqmiuQH5WrmGJYGbZIzIpEIW7duBaC+vh6n05nliEREREREREQyo+30ADtfbKKscmoNdm5ZFscOdNLbNXZxYtmqGgpLPBmOSjLBsiz6ukMUlnhYe9McfAWubIckIiJ5KBaL0dDQAMDGjRtxu93XvE51JiwiIiIiIiIiV+VXP26gp3P4vO+VVRZw1/31WYpILmQYBnMXlRMcihKNJC6afuxgJyvWzcDhsGUhOplMhmFQUuajtyvI/ldbuH7jLJxO3QoUEZHsy2hXfqFQiKGhIYaHh9945nMMDw8zNDREKKSmx5IdoVCIV199VX+DIjlOuSqSH5SrIvlBuSrj0dM5THvz4HlfFxaqZPJYRgLL2YNlXFxwOpfdYWPBskoYo2eiWDTJiUNdqEOdqck0DUrKvHS0DnJob/tF441JZuiYKpIflKuZk7HCVHd3N6WlpZSUlPDwww9f0bIPP/wwJSUlVFZWMjAwMDkBilyGZVlEIhGdqIvkOOWqSH5QrorkB+WqSD6wwEymX99AQZGbmXMDY07r7xmho3VogmOTXGG32ygs9nDqWA8nDqsImQ06porkB+Vq5mSsMPWDH/yAWCwGwKc+9akrWvaxxx7DsizC4TA/+MEPJiM8EREREREREZEprWZmMUWXGE/q1LEeQsPRDEckmeJy23F7HRxr6KCjZTDb4YiIyDSXscLUli1bACgtLeXWW2+9omU3bdpEaWkpAL/5zW8mPDYRERERERERkanOMAzmL60Yczwpy4KjBzpJJlJZiEwywVfgwrLgwO5WBvpGsh2OiIhMYxkrTO3btw/DMFi9evUVL2sYBmvWrMGyLPbt2zcJ0YmIiIiIiIjIlSqrLKB6RtF5X2WVBdkOSy7D6bIzf2nFmNMiI3GajvZkOCLJpKKAh5FgjP2vthAJx7MdjoiITFP2TH1QR0cHALW1tVe1/Nnl2tvbJywmkfFyu90sW7YMt9ud7VBE5DKUqyL5Qbkqkh+UqzIed91fn+0QpjfLBrHi9OsVKC71UjOzmLbTAxdN6+4YpijgobxKBcapyDAMisu89HYGadjdyqobZmKzZ+y59WlLx1SR/KBczZyMHXlSqXRTcMMwrmr5s8udHadKJJPsdjslJSXY7Rmr5YrIVVCuiuQH5apIflCuiuQ+AxMj5cK4its7M+YG8Be6xpzWeKSb8Iha00xVNptJcamH1pN9HDvYiWVZ2Q5pytMxVSQ/KFczJ2OFqbNjRDU3N1/V8meXCwQCExaTyHjFYjFOnTqlwqhIjlOuiuQH5apIflCuiuQ+iySWPYhF8oqXNU2DBcsqsdkuvjWUSlocO9BJKqWCxVTlcNrx+l0cP9RF66mBbIcz5emYKpIflKuZk7HC1Lx587Asi61btxIOh69o2XA4zNatWzEMg9mzZ09OgCKXEYvFaG5u1k5JJMcpV0Xyg3JVJD8oV0XygJECeyj9ehXcHgdzF5ePOS00HOX0id5riU5ynNfnxDTg0N42+ntD2Q5nStMxVSQ/KFczJ2OFqdtuuw2AkZER/v7v//6Klv3yl79MKJQ+QN5+++0THpuIiIiIiIiIyHRUVumnonrs8aTamwfp71HBYiorLPEwEoqx/9UWwiO6ESsiIpmRscLU+9///tG+Gf/qr/6KH/3oR+Na7oc//CH/83/+TwBsNhvvf//7Jy1GEREREREREZHpZvbCMjxex5jTjh/qIhZNZDgiyRTDMAiUeenrDnFgTxvJxNW1vhMREbkSGStMzZkzhz/6oz/CsiwSiQQPPvggDz30ENu3byeVOv+gl0ql2L59Ow899BDvfe97SSaTGIbBBz/4QRYuXJipkEVEREREREREpjybzWRBfSWGaVw0LRFPcexgF5al8aamKtNmUhzw0Hqyj2MHO/W7FhGRSWfP5If9/d//Pbt37+bll18G4Pvf/z7f//738Xq9zJgxA7/fTzAYpLm5mZGREYDRg+G6dev42te+lslwRUbZ7XbKy8tHW/2JSG5SrorkB+WqSH5QrorkAxOSbibiuWOf38Xs+aU0He25aNpQf5jWUwPUzS655s+R3ORw2vH6XRw/1EVBkZvaWfpdTyQdU0Xyg3I1cwwrw49BhEIhPvShD/HDH/7w/ECM15/KuTCkBx54gG9+85sUFIzd57FMjEgkwtatWwGor6/H6XRmOSIRERERERHJZbFYAuuCnr8ME5zO/Luh03Z6gJ0vNlFW6c92KFljWRZHGzrp6x5jXCkD6q+vpaDInfnAJGMG+kZwOu2svWUOxQFvtsMREZEcEIvFaGhoAGDjxo243dd+LpDxM0Wfz8f3v/99PvzhD/N3f/d3vPDCC0QikYuKUW63m82bN/PHf/zH3H777ZkOU+Q8qVSKaDSKy+XCNDPWA6aIXCHlqkh+UK6K5AflqozHj/51J+3Ng+d9r3pGEQ997MYsRTS9WFhgJMGyYXBxN3xXyjAM5i0uJzgUvXhcKQuONnRy3bo67A7bNX+W5KaiEg99XSH2v9rC2pvn4PaMPfaYXBkdU0Xyg3I1c7K2de+44w5+8YtfMDAwwMsvv8xPf/pT/u3f/o2f/vSnvPzyywwMDPDMM8+oKCU5YWRkhF27do12MSkiuUm5KpIflKsi+UG5KpIHjAS4etOvE8TusLFgWQVj1bli0QQnDndrDKIpzDAMisu89HYFObinjWQy9cYLyRvSMVUkPyhXMyfrbeudTifr1q3LdhgiIiIiIiIiIgL/H3t3Hh9XXS5+/HNmX7OvTdI0TdM23TeWUiiLVVGgsgjihnW5iIJet+v1ipfrLsjvqgjigoCiIIJ4FQGVRUBpS0v3vdmbpNn3zExmP78/hhkyncnSNpkled6vV19J58z5zjNnznPm5Dzn+/2SkWWmrCKHloa+mGV93U4624YoKslMQmQiEbRaDZnZZloa+7DZjVQtK4yagkMIIYQ4W9IfTQghhBBCCCGEEEJEKSnPIiPbHHdZU20vTocnwRGJRDIYdVisemqPdsYM1ymEEEKcLSlMCSGEEEIIIYQQQogoiqJQtaQAnT720pEaVKk91CnDvM1wFpsRVDiy9yQDfTKslRBCiKmT9KH8hBBCCCGEEEIIkZ6WrytlXlVe1GP2TFOSohFTzWDUsaC6gGMHOmKWjbh8NNX0UFldkITIRKJk5pjp7XJyaHcr6y6swGTWJzskIYQQM4CiyoyV4k1ut5utW7cCsGzZMgwGQ5IjEkIIIYQQQgghEqOteYA3/tVIXqEt2aGknKbanjGHc6taWijbbIYLBIL0dTuZOz+XleeVodXKAExCCDGbeL1eDh06BMCGDRswmc7+JiT5JhFCCCGEEEIIIYQQY5pbmYvVboy7rOFYN+4RX4IjEomk1WrIzDbT0thH3ZFO5B53IYQQZ0sKU0JMgsvlYv/+/bhcMqayEKlMclWI9CC5KkR6kFwVIvWpih/V0Ieq+Kf1dTQahaqlhWi0SsyyQCBI7eFOgkEpVsxkBqMOi1VP3ZEu2poHkh1O2pHvVCHSg+Rq4khhSohJCAaDDA8PEwzKxK5CpDLJVSHSg+SqEOlBclWIdKCCxhf6Oc3MFj3zF+XHXeYY8tDS0DftMYjkstiMoMCRvW309zqTHU5ake9UIdKD5GriSGFKCCGEEEIIIYQQQkwov8hOfpE97rK25gEGeuUO85kuM9vMiMvLwV2tjLi8yQ5HCCFEmpLClBBCCCGEEEIIIYSYlIqFeZgs+rjL6o504fVM77CCIrkURSE710Jft5NDu0/i9wWSHZIQQog0JIUpIYQQQgghhBBCCDEpWp2GhUsLUWKnm8LnC1B3pAtVlfmmZjKNVkNWroW2E/0cO9COKvOLCSGEOE1SmBJiEoxGIwsXLsRoNCY7FCHEOCRXhUgPkqtCpAfJVSHSgKoFb0boZwJZ7UbKF+TFXTbYP0Jb80BC4xGJp9drsWWYaKzp4UR9b7LDSXnynSpEepBcTRxdsgMQIh3o9XoKCgqSHYYQYgKSq0KkB8lVIdKD5KqYjBN1vbhHfFGPmcx6yhfkJimi2UVBA0FzUl67qDSDwX4X/T2x80q1NPSRkWXGnmlKQmQiUUwWPT5fgKP72zBbDRTOyUh2SClLvlOFSA+Sq4kjhSkhJsHn89Hd3U1+fj56ffyxtIUQySe5KkR6kFwVIj1IrorJeO2FGtpbBqMeKy7LpHzB+iRFNLuoBEHrhoApVKRKIEVRqKwu4MDOFrye6HmGVBVqD3ey4pxSdPrE9uYSiWXLMDLQO8Kh3a2YzPPIzLYkO6SUJN+pQqQHydXESYnC1ODgIMPDwwSDwUk9f+7cudMckRDRPB4PDQ0NZGRkyEFJiBQmuSpEepBcFSI9SK4KkQaUAOiHIagHNfGzNej1WqqWFHJ4b1vMMo/bT8PxbqqWFqLEm5BKzAiKopCVa6a3y8mBN1pZd+E8zBZDssNKOfKdKkR6kFxNnKQUpk6cOMHPfvYzXnzxRQ4ePIjP55t4pTcpioLf75/G6IQQQgghhBBCCCHEZGRkmymtyKa1sT9mWW+Xk8zsYQpLZIi3mUxRFLLzLPR2OTi0q5VV68vRS085IYQQ40h4Yer//b//x9e+9rVIMUpV1USHIIQQQgghhBBCCCGmSOm8bIb6RxgacMcsa6rtwZ5pwmKTXjQzmVarISvXQlvzAEaznmVrStBoE9+LTwghRHpI6DfE3XffzZe//GW8Xi+qqmK1WrHb7UDo7ory8nJycnKiungrioLZbKa8vJzy8nIZxk8IIYQQQgghhBAihSiKwoIlheh0sZeZgkGVmsMdBAKTm75BpC+9Xos9y0RTbQ91R7rkZnQhhBBjSlhhqqWlha997WsA2Gw2fv/73zMwMMBNN90UeU5jYyM9PT0MDAzw7LPPcsUVV6CqKj6fj09+8pM0NjbS2NiYqJCFiNBqtWRlZaHVSld0IVKZ5KoQ6UFyVYj0ILkqJuMd1yzjA7ecF/XvHdcsS3ZYs4gCAUPoZ5IZTToqlxTEXTbi9HGirjfBEYlkMJr0mC16ag530NLQl+xwUoZ8pwqRHiRXEydhQ/n9/Oc/x+fzoSgK9913H9dff/2Yz7Xb7bzrXe/iXe96F7///e+56aabuP322/F6vdxxxx2JClmICLPZzLJl8seVEKlOclWI9CC5KkR6kFwVk5FfZE92CLOaourAl53sMCJy8qwUlWbS0ToYs6zz5BCZ2WZyC2xJiEwkksVmxO8PcnhvGwaTjqKSzGSHlHTynTo9Av4gIy4v7hEffn+QgD+IGlTR6jRotRoMJh1mix6DURc1QpcQY5FcTZyEFaZefvllAPLy8vjwhz886fXe97730dPTw2c+8xm+9a1v8Z73vIeVK1dOV5hCxKWqKoFAAK1WK19kQqQwyVUh0oPkqhDpQXJViNSnogIqoKCkQK8pgPIFuQwPjOB0eGOW1R/rxmo3YjLrkxCZSCR7ponBvhEOvtGKwaAlJ392FyTlO3VqeL1+BnpcDA2M0NPlYHjQjd8bwO8PEgyGho5UFAiPIqnTadDptZjMevIKbWTlWsjOtcqcd2JMkquJk7Ch/Orr61EUhfPOO2/MD9Xv98d9/NOf/jTFxcUEg0Eeeuih6QxTiLicTievv/46Tqcz2aEIIcYhuSpEepBcFSI9SK4KkQYUP5i6Qz9ThEajULWsEI029tpPMKASDCisOX8BF719KZe+awUXvX0pa9cvoKBIetXMJIqikJljZsTlZf/OVoYGRpIdUlLJd+qZC/iDdJ4c5OCuVv75t+PseLWBw3tO0tMxjBpUMZr1ZOaYyS2wkldoI7fA9uZPK9YMI1qdgsvpof5oF7tea+Jfzx9nz/YTtLcM4PfL3HcimuRq4iSsx1R/fz8AxcXFUY8bjcbI7y6Xi4yMjJh1FUXhoosu4oknnuAf//jH9AYqhBBCCCGEEEIIIc6Y2WJg/sJ86o52AaHrOusvXcj6SxeSkxfbcyYzy0pxaQ4up4fG2g4aazsTHbKYBoqikJ1npa/bwf4dzazZMA+rzTjxikIA7hEfbc0DtDb2Mdg/QjCoYjLryMwxo9VO3NdCURT0ei16vRazJfSYGlQZGfHR2thHa2MfWbkW5i3Io3huFnq9zCkkRCIlrDBlMBjw+/0xvaVGF6JaW1tZsmRJ3PVtttCJy8mTJ6cvSCGEEEIIIYQQQghx1vKL7Qz0uRjoG+H6j65n2eoyAFxOD7u3NVB/rBOP24fRpGdBdRFr1ldgsRpZuqqcnDw7e3fUR4bmEulLo1HIybPS2+1k/44W1lxQLkM5inGNuLy0NvZzor4H55AHnUFLRpYJ3RQUjhSNgsVqwGI14PcHGRpws3dHM011PVQtKaSoJBNFI8O3CZEICStMFRQU0NTUxOBg9ASY8+bNi/y+Z8+eMQtTDQ0NAIyMzO6uv0IIIYQQQgghhBDpYP7ifBYtKWPxihL8vgDPPbWX3dsa8PsCUc+rPdLOi08fYM0F83n3daspLs0BYPf2umSELaaYRqshJ89KV9sQB3a2sOr8uRiMCbskKdKEzxegtbGP+mPdOIbcmMx6cgpsaKapUKTTacjOtRAIBBnqd7N7axNFZVksWlaEPdM0La8phHhLwuaYWrJkCaqqUlcXfVKxevXqyO+/+93v4q5bU1PD1q1bURSFOXPmTGucQgghhBBCCCGEEOLsLVhcHClK/eq+V9jxam1MUSrM5wuw49VafnXfK/h9AYpLc6ioKkxwxGK6aHUasvMstLUMcGBXK74x9gMx+6iqSkfrIK+/XM+BnS34vH5yC2zYM03TVpQaTasN7ZtWu5HWxj52vFJPS2MfqvTYFGJaJawwtWHDBgAOHz6Mx+OJPL58+XIWLlyIqqr87W9/4zvf+Q6BwFtfTk1NTXzgAx/A5/MBcOmllyYqZCEiLBYL5513HhaLJdmhCCHGIbkqRHqQXBUiPUiuCpEGVB2480M/U1BFVREAzz21l8aarkmt01jTxV+f2gvAvAVSmJpJdHotWTkWWhv7OLSrFb8/mOyQEka+U+NzObwceKOVXa81MtjnIjvPSkaWOSEFqVMZjDryCm14PX727Wjm4K5WvB5/wuMQySW5mjgJK0y94x3vAMDj8fDKK69ELfuv//qvyO933HEHBQUFbNiwgdWrV1NVVcXevaETEp1Ox+c///lEhSxEhEajQa/Xo9EkLGWEEGdAclWI9CC5KkR6kFwVk/H6K/X8/Y+Hov69/kp9ssOaNRQUFDQopN6cKAVFmVisRlxOD3u2NZzWuru3NeByerDaTBQUZU5ThCIZ9AYtmdlmmut7ObznJIFZUpyS79RoalDl5Il+Xn+lnsaabsxWA9l5VrS65G4fRVHIzLFgtRpoqOlm97YmnMOeiVcUM4bkauIkbAuvWbOGdevWUVBQwF/+8peoZR/5yEfYsmULqqqiqir9/f28/vrrHDhwgEAggKqqaDQa7r33XpYuXZqokIWIGBkZ4ciRIzLHmRApTnJViPQguSpEepBcFZNRf7SLg7tao/7VH51czxhx9lTFj6rvR1VS767+sop8IFRkOt1h23y+AHu2N0a1I2YOg1GHPctMU20Ph/fOjuKUfKe+xT3i48CuVvZuP8GI00tugQ2TWZ/ssKIYzXqy86x0nhzijX810tftSHZIIkEkVxMnoaW/nTt30t7ezn333Rez7KGHHuJnP/sZVVVVAJEilaIorF+/nueff56bb745keEKEREIBOjr64saZlIIkXokV4VID5KrQqQHyVUh0oEKWm/oZ4qx2IwA1B/rPKP16452hNqxGqcsJpE6jCYd9kwTjTXdoeJUYGYXp+Q7NaS7Y5gdrzbQWNONxWogK9eSlGH7JkOn05BbYGNoYIQ9207Q3TGc7JBEAkiuJk5KDUJ88803c/PNN9Pa2kpbWxsajYaKigpyc3OTHZoQQgghhBBCCCGEmCSdTguAx+07o/XD6ymKQjAQRKOVYZVmGqNJB2qoOAWwdHVJ0odyE9Mj4A9Sf7yL+iNd+P1BcgtsKVuQGk2jUcjJt9Lf62Lv682sPKeUwhIZXlSIqZBShamw0tJSSktLkx2GEEIIIYQQQgghhDgDfn/obnOj6cyG6Aqv5xj2sHvbCQrmZFBUknHG7YnUZDTrQVForOlBVWHpmhJ0UpyaUVwOL4f3nqSteQCzRY89y4SipH5RKkxRFLJzLQz0jbBvRzMrz5tLkRSnhDhrKVmYEkIIIYQQQgghROrT67UYjNqYx4RwOTxkZlmpXFxI7ZH2015/QXURAH09Dvy+IG0nBmg7MUBOvpWi0kwy0uzithib0aQDxURTTTeBQJDla0vRG+Q4MhN0dwxzeO9JBnpdZOVY0vZzVRSFrBwzA30jHHyjFZ1OQ16hPdlhCZHWElaY0mg0KIrCrbfeyo9//OPTXv8//uM/+MEPfoCiKPj9qTepp5jZDAYDFRUVGAyGZIcihBiH5KoQ6UFyVYj0ILkqJuOGT5yb7BBmN1UDPlvoZ4ppaeymuDSHtRfM56W/HMTnm/x8HXq9lrUXzAdg99b6qGV93U76up1YrAaKSjPJK7KhlWH+0p7RqEPJNtNc30vAH2TFOWWhgtUMMdu+U4NBlabaHo4f7MDvC6TN0H3jCRen+ntc7N/ZwtoL5pGVa0l2WGKKzbZcTaa0+uZWVRVVTb0JPcXMZzAYKCkpkYOSEClOclWI9CC5KkR6kFwVIvUpaFECVhRSrxdCV8cgLqcHi9XImjeLTJO19oL5mC0G+noc1B7piPscl9NLw/Fudm89QVNdD+6RM5vLSqQOg1FHVo6Fkyf62fv6CUZc3mSHNGVm03eq1+Pn4K5WDu0+iUYD2XmWtC9KhSmKQnaeBceQh307m3EOe5IdkphisylXky2tClNCJIvf76enp0d66wmR4iRXhUgPkqtCpAfJVSFSn0oQVeNGJZjsUOJqrA0Vld593WoqFhZMap35iwp513WrAdj+cs2ENygH/EHamwfZu72ZYwfaGehzyU3NaUxv0JKdZ6GjdZDdW5sYHnQnO6QpMVu+U4cH3ex6rYnGmm5sGUZsGTNvyE1FUcjJtzLQ6+Lg7la83pn9mc42syVXU0HaFKZ8vtCdL3q9THIpEs/tdnPs2DHc7plxQiTETCW5KkR6kFwVIj1IrgqRBpQAGAZDP1NQY20n7a196PRattx2CeddXDXmHGR6vZbzL67iI7dejE6vpa2lj8GBYXILrDDJ69r9PS6O7mtn/44WOloHCfhTs2AnxqfTacnJt9Lb5WDX1ib6uh3JDumszYbv1M62Id74ZwPd7UPk5Fln1FCMp9JoFLJzQwXUY/vaCQalGD5TzIZcTRVpc4Soq6sDICsrK7mBCCGEEEIIIYQQYsYJ39SvBlWUGTLsVCrYuyM0R1RxaQ6bb1zHpquWs2d7I3VHO/C4fRhNehZUF0WG7wNob+1j3856MrLMZGSZ8bj9dJ4cpLNtCL9v4mLTiMtHY00PzfV95BfbKSrNxGyRG53TiVarISffRn+Pk11bT7BszRyKy7JmXO+bmSAYVGms6abmYAeBgEpuoW1WfE46vZaMLBNNdb3YMozMXzy5XqFCiJCUL0wFAgH+9Kc/8cILL6AoCtXV1ckOSQghhBBCCCGEEDNMVq4Fi9WA0+HBlmFKdjgzRjCosnt7HRVVhVRUFWGxGrlw02Iu3LQ45rlOh5umuk4aazujHjeadMytzKV0XjY9XQ46WocmNbdLIBCko3WQjtZBsnItFJVmkJVjmRUXzWcCjSY0ZNpg/wh7X2/G6fBSubhgxsxXNBN4vX6O7W+nqbYHo0lHRrY52SEllNGkx+sNUHO4k8wcC7kFtmSHJETamJbC1Pz5Y09q+cgjj/DMM89Mqh2fz0d3dzc+nw9VVVEUhSuuuGKqwhRCCCGEEEIIIYQAwGwxMHd+DkcPtGO1G6V4McUaa0MFp4KiTMoq8rFYjej0Wvy+AC6nh5bGbro6BsdtQ6PVUFCcQX6RHceQh/bWQfq6HExmSqmBXhcDvS5MZj1FpRnkF2eg06XNDBezlqIoZOVYcA57OLqvHZfDS/XKYgzGlL/XfsZzDns4uLuVjtZBMjJNGM2zs1eizW6kr9vJkX1tnLuxAqNpdm4HIU7XtBzFm5qa4p7AqarK8PAww8PDk25r9ISVixcv5tOf/vSUxCjE6dBoNFitVjQaOWkVIpVJrgqRHiRXhUgPkqtiNiqtyKGlsZ+B3hGycs1pUJxSIKhj0pMwpYCujsEJC1ATURQFe6YJe6YJ74JcOk8O0dk2hM878Vxb7hEfTbW9NDf0kV9kp7g0E7PVcFbxiOlntYcKmY013TiHPSxbW0JGVvr0zplp36k9ncMc3H2SwT4X2XkWdLr4c8fNBoqikJVrobfLwbEDHaxYVyrDwaaxmZarqUxR1cncV3J6pvKD02g0VFVVcd111/HlL3+ZjIyMKWtbRHO73WzduhWAZcuWYTDIiZkQQgghhBBCiNmlq22Iva834/P5Zdi3NBIMqvR2OehoHcQxNPEwf6NlZpspKsskO3f8zzvS28tmRKfT4vcHcDkm19tLTI2AP0h/rxOr3UT1ymLmzJV5pxJJDao0N/RxdH8bPm+ArFyLDK34Jo/bh8vhZfX6ckrKs5MdjhBTyuv1cujQIQA2bNiAyXT2Qx5PS4+pxsbGqP+rqsr8+fNRFIWbbrqJr3/96xO2oSgKJpOJrKwsKZAIIYQQQgghhBAp6P8e2U1n21DUY4VzMrjmprVJiujsFczJYOW5Zezb0cxg/wiZ2enQc0poNAr5RfY3h/lz09E6SE/n5Ib5G+wfYbB/BKNJR1FpJgXFdnT6t3qAjJ4f61SZWVaKS3NwOT001nbEzI8lppZWpyG3wBaad2r7CQZ6XVQtK8RgkKH9ppvPF+D4gXYaa3rQ6TVk50nhfjSjSc+I08fxgx1k5Vqw2mKPF0KIt0zLUbu8vDzu46qqYrfbx1wuRKpyOBzs37+flStXYrPJRIZCpCrJVSHSg+SqEOlBclVMhsvpjemdYs/0JimaqVNUmsmKYBn7d7YwNOAmMzs1hwxTFR8Y+sCbg6LKvCZhtgwTC5aYKF+QS+fJYTpODk5qmD+P28+Jul5aGvrIK7JTWp7FBZdVU1yaA4DL6WH3tgbqj3XicfswmvQsqC5izfoKLFYjS1eVk5NnZ++OeoLBKR+gSLwpPO/UiMtL7ZFOBvpcVK8sJic/db+r0v071Tns4fCek7S1DGDPMGGyyPEmnsxsMz1dDo4f7GDVeXOlN1kaSvdcTScJu53g4YcfBqC6ujpRLynElJqGUS+FENNAclWI9CC5KkR6kFwVs9mcuVkEgyoH3mhhaGAkdeezkeueY9IbdJRWZDOnPIu+bicdrYMMD7onXC8YVOluH2bTlSsoLs3B7wvw3FN72b2tAb8vusBVe6SdF58+wJoL5vPu61ZHili7t9dNy3sSbzFbDBgMOnq7HOz8ZyOViwuoWJgX1dstlaTrd2pX+xCH97aF5pPKtaTs9k0FikYhI9vMyaZ+8gvtlM3PSXZI4gyka66mm4QVpj7ykY8k6qWEEEIIIYQQQgghzlrpvGyCwSCHdrUyPOjGnnn2cyqIxNNoFPIKbeQV2nAOe2gPD/M3Tq+m9ZcuZOnqMvy+AL+67xUaa7rGfK7PF2DHq7V0tQ+y5bZLKC7NoaKqUIb1SwCtTkNOvhWnw8uRfW10tQ+zaHkRuQVWGWbuLAUDQRpquqk93InfHyS3wCY9gCbBaNQxog315ssttGGxyhQ1QsSjSXYAQgghhBBCCCGEEKmqrCKHpWtKCPiDDA9N3NtGpDar3ciC6gLWbihnbmUOBmPsPduKorD+0oUAPPfU3nGLUqM11nTx16f2AjBvQeHUBS3GpSgKNruRrFwLvV3D7PxnA0f2tuFypv+wosky4vKyb0cLR/a2odEoZOdapCh1GjKyzAwNjFB3uFN63wgxBpkZUAghhBBCCCGEEGdkbmVuTC+i7DxrkqKZHoqiMLcyl2BQ5fCekziGPdjsMql9utPrtZSUZzOnLIu+XicdLYMMDYQKjwuXFpOTZ8Pl9LBnW8Nptbt7WwNvu2o5VpuJgqJMujoGpyN8EYdOpyG3wMaIM9Rbpb11kMrF+ZRW5KCX4ecmrbt9mCP72+jvcZKZbY5bvBXj02gU7JkmWhr7KCzJoLAkM9khCZFyFHUKy7Yf+9jH3mpYUXjwwQfjLjsbp7Yrpo7b7Wbr1q0ALFu2DINBupqGBQIB3G43JpMJrVZOZoRIVZKrQqQHyVUh0oPkqhDRVFWl4Xg3R/e1YzBqsaZAcUpFBSUAqhZFJps6ay6Hh47WId525QqWri7jXy8c5W9/3Hfa7bzrutVcuGkx7a19MtdUkqhBleEhN16Pn6xcK/MX5lM8NwudLjmDR6XDd6rfF6D+WBf1x7oJ+INkSS+ps9bX7SQr18J5F8+XAl+aSIdcTQav18uhQ4cA2LBhAybT2Q9tPKWFKY1GEzV+ayAQGHPZ2Rjdrpg6UpgSQgghhBBCCCHGpqoq9Ue7OHqgHaNJh9WW/OKUmHoXbVpKZraVX937CrVH2k97/aolxWz5zCUM9jv514uHpz5AMWmBQJDhATeBQJDsXCtzK3MpLsuUIsEp+nudHNvfTlfbEGabQY5tUyQQCNLX7WTJ6jksXFqU7HCEOGPTUZia8tsEVFUdc+zM8LKz+SdEMrjdbmpra3G7ZTxxIVKZ5KoQ6UFyVYj0ILkqRCxFUaisLmDR8iI8I35cjuTOYaMSQNUNoiI38E4l3ZvDvnncvjNaP7yeToaPSzqtVkNWroXMHAtDAyPs23GC116opeZQB4P9Iwm71piq36k+X4Cawx3seKWB7vZhsnItUpSaQlqtBrPFQOPxHoYGRpIdjpiEVM3VmWhKbw94+OGHz2iZEKnO7/fT2dlJcXFxskMRQoxDclWI9CC5KkR6kFwVIj5FUaiqLoQgHD/UAQpYrEkacUQJgs4NAQuoUgSZKn5/qNBnNOnPaP3wen6fFAxThU4XKlAFA0Ecwx6O7muj/mgXuYV2ikoyyC20TWtBJtW+U1VVpbNtiLojnfR0OjBbDeQUWKdstCvxFqvdQE+ng9rDnaxZX44iwyOmtFTL1ZlsSgtTH/nIR85omRBCCCGEEEIIIUS6UDQKVUsLUVWV44c6UABzsopTYsq5HB4ys6xULi48o6H8FlSHhuxyOT1THZo4SxqthowsM6qq4nH76Tw5SHvLAEaTjuw8K/lFdrJzLWRkm9FqkzMf1XQb6HPRcLybthP9qCrk5FnRJmnurdlAURQyss20twzSMXeQ4rKsZIckREqQAVWFEEIIIYQQQgghTpOiUVi4rIigCrWHO0EBs0WKUzNBS2M3xaU5rL1gPi/95SC+0+j5pNdrWXvBfABqj7RNV4jiLCmKgsmsx2TWowZV3G4f3e1DtLcMoNdrMVsN5BXayM6zkpltxpZhQpPGPV1UVWVowE1zfS+tTX143H4yskxn3CtQnB6jUYdr2EvtkU7yCu3oDdLDVQgpTAkhhBBCCCGEEEKcAUWjsGh5EaCGilNIcWom6OoYxOX0YLEaWXPBfHa8WjvpdddeMB+zxUBfj4MX/3KYqiUFZOdZpzFacbYUjYLZYsBsMaCqKn5fEPeIj6baHhpretAbtFisBvIKbGTmWLBnmbBlmNClQS+jgD9Ib7eD1sZ+OtsG8bj92OxG7JkmGbYvwTKyTfR3O2mu76WyuiDZ4QiRdFKYEmIS9Ho9paWl6PVyJ4kQqUxyVYj0ILkqRHqQXBVicjQahUXLi1FVqDvSCSiYLQnKG1UDfkvop5hSjbUdLF1VzruvW01X+yCNNV0TrjN/USHvum41ANtfriHgD3LsQAfzqnIpKs2UQkAaUBQFvUEb6dGiqipeb4ARl5eGmm7UoIrOoMVo1JOVayErx4zVbsRqN2KxGtDp4/eESeR3qtfjZ2hghN4uB+0tgwwPuVGDKhabFKSSSavVYDTraTjeTVFpJlb79M1pJs6cnP8mjqKqqpqsFx8eHmb79u3s3buX7u5uhoeHsdvt5OXlsWbNGtavX4/dbk9WeLOO2+1m69atACxbtgyDQe7yEkIIIYQQQggxtoE+F/5ThjnT6bVk5ViSFFHyBIMqR/e1UX+sC6vNiClRxSkxbdauX0BxaQ5+X4DnntrLnm0NcYf1Cw/f967rVqPTazm0p5nHf7mV0VfcCudkMG9hXloPByd4s0dVAK8ngMfjJxgIfch6faiYZbUbyMiyYLEZMJn1GE06jCYdBqMOvV6Lcpafv6qq+P1BfN4APq8fryf00z3ix+3yMjjgZnhgBI/bTzAQxGDSYbYa0I9RMBOJpaoqPZ0OKhcXsGxtiRQJRdrwer0cOnQIgA0bNmAymc66zaT0mGpsbOQb3/gGTz75JG63e8znmUwmrr/+eu644w7mz5+fwAiFiOb3+3E4HNhsNnQ66WgoRKqSXBUiPUiuCpEeJFfFZDz7+/20twxGPVZclskHP7U+SRElj0ajUL2yGID6o12ggMk8vcUplSBo/BDUoSC9pqba3h31ABSX5rD5xnVsumo5e7Y3Une0A4/bh9GkZ0F1UWT4PoBDe5p58levc+pt4J1tQ7hHfCxcVjhmrxqR+kI9qnToDbpIjxdVVUOFIl+AgV4XPR2O0OOEjgtanQadXkFnCKLXGTEYDegNWgx6LVq9Bo1Gw+j6hKqG2gwGg/h8QQK+AF5vIPQaHj9+f5BgUCUQCBLwB6P2Na1Og9GoIzPbjDYNhhqcbRRFwZZhpKWxjzlzs8gtsCU7JHEKOf9NnIRv3YcffpjPfvazuFwuJuqsNTIywm9+8xv+8Ic/cM899/Dxj388QVEKEc3tdnPo0CFWrVqFzSZfGkKkKslVIdKD5KoQ6UFyVYjTp9FqIsWpuqOhod+mtTilBMDQD54cGc5vGgSDKru311FRVUhFVREWq5ELNy3mwk2LY57rdLhprO3kpWcOxvQiDBvsH+HQ7pMsXlEsPepmEEVRMBhDvaJGCxWXVAL+IEHViyFjGGd3kKF+D8GgiqqqkaJSuC6lKoQqWqEGUDQKikZBoyhotAoajYJGq8Gg06DR6tHqQkUt6XmTPkxmPa5hL/XHusjOs0ovyhQj57+Jk9DC1AMPPMAtt9wSVZDKz8/nnHPOYe7cuVitVpxOJy0tLbzxxht0dXWhqioul4ubb76ZQCDAzTffnMiQhRBCCCGEEEIIISYtXJxSVZX6493A9PecEtOrsbaTxtpOCooyKavIx2I1otNr8fsCuJweWhq76eoI9Rycvzgfs9XAibreuG2NuHwc3N3KouVFZGSZE/k2RIIpioJWq6DValCV0LVQa4YRRZXjwWymKAr2bBOdJ4foPDlIcVlWskMSIikSVpiqr6/nc5/7XKQotXjxYr7//e/z7ne/G40m9q6eYDDIX//6V/7zP/+TI0eOoKoqn//853nb295GZWVlosIWQgghhBBCCCGEOC0arYYlq+YAUH9MilMzRVfHYKQANRZFUZgzNwuTWU/t4U6CwdjRgvy+IEf2tlG5uID8YplbXYjZxmDQoShe6o52kV9kl+E9xayUsH7eP/nJTxgZGUFRFDZu3Mgbb7zBlVdeGbcoBaDRaLjiiivYuXMnGzduBEJd6X7yk58kKmQhhBBCCCGEEEKIMxIuTlUuzscx5ME94kt2SCKBcvKtLF1bgt4Q/4KzqoaGe2yu751wqgshxMyTkWWir9tJa1N/skMRIikS1mPqr3/9KwB6vZ7HHnsMq9U6qfUsFguPPvoolZWV+Hw+/vrXv/KDH/xgOkMVIoaiKBgMBhmzV4gUJ7kqRHqQXBUiPUiuisk475JKXA5P1GMWmzFJ0aSeqJ5T0zWsn8wtlbJsdiPLzynl+IF2nMPeuM85eWIA94iPyuoCtFr5LGc0yVUxilanQW/Q0nCsi6LSTOlVmyLk/DdxFDVBt2XYbDZGRkbYtGkTf//73097/csvv5znn38ei8WCw+GYhgiF2+1m69atACxbtgyDwZDkiIQQQgghhBBCiPQXDAQ5sq+N+uPd2OxGuQA5ywQCQeqOdNHX7RzzObYMI4uWF2EwJnQ6eCFEEgWDKr1dDpasnMPC5UXJDkeIMXm9Xg4dOgTAhg0bMJlMZ91mwkr1RmPojql58+ad0frl5eUAUiwRQgghhBBCCCFEWokM67dIhvWbjbRaDQuXFTJnbtaYz3EMeTi46yTOU3ogCiFmLo1GwWwx0FjXg2PInexwhEiohBWmysrKAOjvP7NxM8PrzZ07d8piEmKynE4nO3fuxOkc++4mIUTySa4KkR4kV4VID5KrQkyt0XNOOYc8uF1nX5xSFR+qsRtVkUJXqlMUhfIFuVQuzmesEaK8Hj+Hdp+kv0eOuzON5KoYi9VuYMTppbGmR+abSwFy/ps4CStMXXnllaiqyiuvvILPd3oHYZ/PxyuvvIKiKFxxxRXTFKEQY1NVFa/XK18QQqQ4yVUh0oPkqhDpQXJViKkXKU5VF+B0eBiZguIUSvDs2xAJUzAng+pVc9Dq4l+SCwZUjh3ooL1lQI6/M43kqohDURRsdiOtjX0M9LmSHc6sJ+e/iZOwwtQtt9xCRkYGvb29/Pd///dprfs///M/9PT0kJGRwS233DJNEQohhBBCCCGEEEJML41WQ/XKYioXF+Aa9jDi8iY7JJFgmdlmlq8rGXeusabaXhpreggG5eKoEDOdyaLH6/VTf6xbCiJi1khYYaq0tJRHHnkEvV7P3XffzW233cbw8PC46zgcDj772c9y5513YjAYeOSRRyJDAgohhBBCCCGEEEKko3BxasGSQlwOrxSnZiGzxcCydSVkZI09gXznySGO7W/H7wskMDIhRKIpioI900xH6yA9HY5khyNEQugS9UL//Oc/ycrK4jvf+Q633347P/3pT/ntb3/L5s2bWb9+PXPnzsViseByuWhubub111/n6aefZmhoCKPRyLe//W0yMzP55z//Oe7rbNy4MUHvSAghhBBCCCGEEOLMaLQaFq8sRtFA7eEuUMFsNSQ7LJFAer2W6lVzaDjeTXd7/Ju3B/tHOLT7JItXFo/bw0oIkd6MJh2OITf1x7vILbCi0SasP4kQSaGoCeofqNFoUEbN7hh+WWWsGR8n+ZzRFEXB7/efRZSzm9vtZuvWrQAsW7YMg0FOiMP8fj8OhwObzYZOl7B6rhDiNEmuCpEeJFeFSA+Sq0IkRjCoUnOwg5rDHZitBiynUZxSCYLGD0EdSuIGxRFTTFVV2poHaK7vG/M5Or2GRcuLyMgyJzAyMVUkV8Vk+LwBhgfdrN0wjzlzs5Idzqwk57/xeb1eDh06BMCGDRswmcbu7TtZCd268Wpgk6mLydiaItl0Oh1ZWVnJDkMIMQHJVSHSg+SqEOlBclVMxtH9bTiHPVGPWe1GqlfOSVJE6UejUVi0vAhFgZrDnaCqWGzGSa2roIGg3FSa7hRFoaQ8G7PFQO3hzrjzSvl9QY7sbaOyuoD8InsSohRnQ3JVTIbeoEVRFOqPdVFQbEen1yY7pFlHzn8TJ2GFqY0bN06655MQqcbj8dDe3k5xcTFG4+T+QBBCJJ7kqhDpQXJViPQguSomY8+2E7S3DEY9VlyWKYWp06RoFBYuK0JRFI4f6kAFrJMoTqkEQOcCvwUFuYCZ7nLyrSxdW8Kx/e34vLHzSqkq1B3pYsTlo6wiW66zpRHJVTFZGVkm+nqctDUPMLcyN9nhzDpy/ps4CStMvfLKK4l6KSGmnM/no7W1lby8PDkoCZHCJFeFSA+Sq0KkB8lVIRJL0ShULS1E0SgcP9gOaqj32fgrBUMXuwMmUOVi90xgsxtZfk4px/e343R44z7nZFM/bpeXyuoCtDIPTXqQXBWTpNVp0Os01B/vpqg0E4NRhpNLJDn/TRz59hJCCCGEEEIIIYRIAYpGYcGSAhavKMbr8eMY8ky8kphxjEYdS9eWkJ1nHfM5vV1Ojuxtw+uRudaFmGnsmSYG+1w0N/QmOxQhpo0UpoQQQgghhBBCCCFShKIoVFYXUL1qDj5fgOEhd7JDEkmg1WpYtLyQOXOzxnyOY8jDwV0ncTqkgCnETKLRajCZ9TTV9jDiit9zUoh0J4UpIYQQQgghhBBCiBSiKArzF+WzbE0JAX+Q4UEpTs1GiqJQviCX+YvzGWs6Ka/Hz6HdJ+nvcSY2OCHEtLLZjTiGPJyolV5TYmaSQSqFmASdTkdhYSE6naSMEKlMclWI9CC5KkR6kFwVk3H1h9cQDKhRj2m0Y1xBF6clXJRQFIXDe08y1D9CRrY5+kmqBvym0E8xYxXOycBk1nP8YAcBfzBmeTCgcuxAB/OqcikqzUQZq4olkkdyVZwmRaNgsRo4Ud9Lybxs7JmmZIc0K8j5b+IoqqqqEz9t+pw8eZKenh6Gh4cJBmO/XOPZuHHjNEc1O7ndbrZu3QrAsmXLMBgMSY5ICCGEEEIIIYQQLY19HNrdihpUycg2S+FhlhpxeTm2vwP3iG/M5xSWZFBRlYeikX1EiHSnqio9nQ7mL8pn+bpSOfaLpPF6vRw6dAiADRs2YDKdfaE0KaW/bdu2ce+99/LSSy/R23t63REVRcHvl4kdRWIFAgHcbjcmkwmtVpvscIQQY5BcFSI9SK4KkR4kV4VIHWUVOWg0Cgd3tTLYN0JmTqg4paKCEgBVi4JcsJzpzBYDy9aVUHOwg6GB+MM7dp4cwj3iY+HSQnR6OXanCslVcSYURcGWYaS1qZ+yihyy86zJDmnGk/PfxElo/9FgMMhtt93GRRddxBNPPEFPTw+qqp72PyESbWRkhL179zIyMpLsUIQQ45BcFSI9SK4KkR4kV4VILSXl2aw8twydXsNA30jo+ojiB2Nv6KeYFfR6LdWr5pBfbB/zOYN9IxzafXLcnlUiwSRXxRkymfX4vH7qj3ejBuW6+HST89/ESWiPqS996Uvcf//9kf9XV1czODhIW1sbiqKwceNGhoeHaW5upqenBwhVhq1WK2vXrk1kqEIIIYQQQgghhBAppbgsC41GYf8brQz0usjK0yc7JJEEGo1C5eJ8zBY9zfV9cZ8z4vJxcFcri5YXkZFlpqAok7KKfCw2IzqdFr8/gMvhoaWxm66OwQS/AyHEZCmKgj3TTEfrIN2dwxQUZyQ7JCGmRMJ6TB09epR77rkHRVEoKChgx44dHD58mGuuuSbynJdffpldu3bR1dXF4cOHufXWW9FoNDidThYtWsTzzz/Pyy+/nKiQhRBCCCGEEEIIIVJKYUkmq8+bi8msZ7A//nBuYuZTFIWS8mwWLi9EM8Z8UgG/Sla2nYvfsZxzL1pEcWkOmVlWrDYTmVlWiktzOPeiRVz27pVUVBUm+B0IISbLaNKhBoPUH+siEAgmOxwhpkTCekw98MADqKqKoig8+OCDnHPOOeM+v7q6mnvvvZcbb7yRK664ggceeACNRhPV40oIIYQQQgghhBBitskvtrN6fTn7dzUAIxBUkWlrZqfcfBvGNXqOHWjH5w1EHtfptVz/0fUsW10GgMvpYfe2BuqPdeJx+zCa9CyoLmLN+gosViNLV5WTk2dn7456gjJcmBApx55lprt9mI7WQUrKs5MdjhBnLWE9pv71r38BUFJSwhVXXDHp9TZs2MAvfvELVFXl5z//Oa+99tp0hSjEuBRFzvKFSAeSq0KkB8lVIdKD5KoQqSu3wMbiFcWoKgz2j0gxYRazZRhZfk4pVpsBCB27b3izKOX3BXj68V3c9V9/5m9/3EftkXaaG3qoPdLOX5/ay/f/6888/fgu/L4AxaU5rD6vMsnvZgaTFBVnQa/XotEo1B/riipCi6kn57+JkbDC1IkTJ1AUJaan1OgP2ueLPynjDTfcQEVFBQC/+tWvpi1GIcZis9nYsGEDNpst2aEIIcYhuSpEepBcFSI9SK4KkfrmlOazfOkarHYbfd0OKU7NYkajjqVrSsjOs7D+0oUsfbMo9av7XmHHq7X4ffEvZPt8AXa8Wsuv7nslUpySYf2mnqLqUTyFKKrMCyfOXEa2mf4eF61N8eeWE2dPzn8TJ2FD+Q0MDABQUFAQ9bjRaIz87nA4yM6O3xVx/fr1NDY2snXr1mmLUQghhBBCCCGEEJP3j2eO0tftiHosJ9/GZVdWJymi2Scrx8Ka9eXs29FMb5eDnHwrWm3C7kMWKUSr07BoRREXvX0xAM89tZfGmq5JrdtY08Vfn9rLVTeuY96CQhprO6czVCHEGdBqNRgMWhqOd1NUmonZYkh2SEKcsYSdqZhMJgACgeg7NDIzMyO/t7S0jLm+wRBKtLa2tmmITojxuVwu9u7di8vlSnYoQohxSK4KkR4kV4VID5KrYjLaWwZoqu2N+tfeMpDssGaNcJ7qDCpr1peTV2ijr9tJwB9MdmgiSQqLssjIsuByetizreG01t29rQGX04PVZqKgKHPiFcSkqYof1dCLqviTHYpIc7ZME8ODbppqe5Mdyowk57+Jk7DC1Jw5c4C3ek6FVVa+NXbtG2+8Meb6NTU1APj9cgAXiRcMBnE6nQSDcnIvRCqTXBUiPUiuCpEeJFeFSH2j89SWYWLN+nkUFGfQ1+PE75c5SGajsop8IFRk8o0xfN9YfL4Ae7Y3RrUjpooKGj8y0ZQ4WxqNgsVq4ERdD4P9I8kOZ8aR89/ESVhhaunSpaiqSm1tbdTj69ati/z+8MMPx133jTfeYPv27SiKwty5c6c1TiGEEEIIIYQQQoh0ZLEZWHNBOcWlmfT3uE67MCHSn8UWmjKj/tiZDcVXd7Qj1I7VOMEzhRDJYrEZcI/4qD/WhapKsVOkp4QVpi666CIAjhw5gsPx1vjTVVVVrF69GlVV2b59OzfffDM9PT2R5f/617+48cYbI0n2jne8I1EhCyGEEEIIIYQQQqQVk1nPqvPLKSnPZqDXhdcrI8/MJjqdFgCP23dG64fX0+m1UxaTEGJqKYpCRqaJ9uYBejocE68gRApKWGHq8ssvB0JD8f3973+PWvbNb34z8vuDDz5IcXExJSUl5OTkcMkll9DU1ASAxWLhC1/4QqJCFkIIIYQQQgghxDgysy3kFtii/mVmW5Id1qxnNOlYeV4Zc+fnMtg3gsctxanZIjyEo9GkP6P1w+v5pbedECnNaNYTCASpO9op8wqKtKRL1AstXryY9773vbS0tLBnzx6uu+66yLIrrriCO+64I1KgCgQCdHR0RHVFNJvNPProo5SXlycqZCEiTCYTixcvxmQyJTsUIcQ4JFeFSA+Sq0KkB8lVMRlX3rgy2SHMauPlqcGgY8U5pWh1Gppqu1FVEybzmRUrRPpwOTxkZlmpXFxI7ZH2015/QXVRqB2nZ6pDm91ULXgzQz+FmCKZ2Wa6O4Y5eaKfuZW5yQ5nRpDz38RJWI8pgCeeeILt27fzne98J2bZ17/+df7+97+zadMmDAZDpCiVmZnJ+9//fnbt2sXmzZsTGa4QETqdjry8PHS6hNVyhRBnQHJViPQguSpEepBcFSL1TZSnOr2WZWtLqFxcgHPIw4jTm+AIRaK1NHYDsPaC+ehPczg+vV7L2gvmR7UjpoaCBiVoQknspVgxw+n0WnQ6DXVHu3CPnNnwnSKanP8mTkodDd/+9rfz/PPP43K56OjooKuri76+Ph599FGqq6uTHZ6YxbxeLydPnsTrlZN4IVKZ5KoQ6UFyVYj0ILkqROqbTJ5qtRqWrC5h4fIiRlw+nMPSE2Ym6+oYxOX0YLEaWfNmkWmy1l4wH7PFgNPhpqtjcJoinJ1UAqhaJyoyRKKYWvYsM0MDIzTWSDF5Ksj5b+KkVGEqTKPRUFBQQF5eHoqiJDscIfB6vTQ2NspBSYgUJ7kqRHqQXBUiPUiuCpH6JpunGo3ComVFLF5ZjNfjZ3jQnaAIRTI01nYA8O7rVlOxsGBS68xfVMi7rlsNQFNd57TFNmspQdA7Qj+FmEIajYLFZuBEXS8Dfa5kh5P25Pw3cVKyMCWEEEIIIYQQQgghpo6iUVhQXcCytaUEAyqD/SNRc3uLmaOxtpP21j50ei1bbruE8y6uGnNYP71ey/kXV/GRWy9Gp9dyaE8zb7xWn+CIhRBnw2I14HH7qDnUQTAgxU+RHmSwRCGEEEIIIYQQQohZQFEUyhfkotNpOLTnJAN9LrJyLDJazQy0d0eouFRcmsPmG9ex6arl7NneSN3RDjxuH0aTngXVRZHh+wAO7WnmyV+9DqhkZpvQG+SyoRDpQFEUMrPNdJ4coq15gNKKnGSHJMSEEvYN43a7ueyyy3C73axZs4Zf/vKXk1734x//OHv37sVut/PSSy/J5GNCCCGEEEIIIYQQZ0BRFEorctDqtRx8o4X+HhfZeVKcmmmCQZXd2+uoqCqkoqoIi9XIhZsWc+GmxTHP7etxsP3lGra/fJxwJ7qG4z0sXFYo+4UQaUJv0KHReKk90klekR2TWZ/skIQYV8IqPH/60594/fXXURSFL3/5y6e17qZNm3j44YdRFIWnn36aa6+9dpqiFCI+rVZLTk4OWm38ru9CiNQguSpEepBcFSI9SK4KkfrOJk+LSzPR6TQc2NlCX3eoOKXRSBFipmms7aSxtpOCokzKKvKxWI3o9Fr8vgAup4dDe5t59a/HYoZ17Ot20tvlJK/QlqTIZxoFAobQTyGmSUa2md4uB/VHu1iyeo4Uls+AnP8mjqImaEDhLVu28Mgjj2CxWOju7sZsNk963ZGREfLy8nC73WzZsoUHH3xwGiOdvdxuN1u3bgVg2bJlGAyGJEckhBBCCCGEEEKI6dTf62TfjhaG+l3k5FnRaGU68tlEVVVqDnXS1+2MWabTa1h5XhkGGdJPiLThcnrxeQOcu7GCvEJ7ssMRM4TX6+XQoUMAbNiwAZPJdNZtJuybZc+ePSiKwurVq0+rKAVgNptZs2YNW7duZffu3dMUoRBjCwaDBAIBtFotGo2cpAuRqiRXhUgPkqtCpAfJVTEZj/50O+0tg1GPFZdl8sFPrU9SRLPLVORpdq6VtReUs29HM73dTnLyrGh1kvOzhaIoVCzKY2hgBL8vGLXM7wvSKEP6TQkVFVABBUV6TYlpZLEa6HM5OHagg/MutqA3SM+f0yHnv4mTsK174sQJACorK89o/fB64XaESCSXy8WOHTtwuVzJDkUIMQ7JVSHSg+SqEOlBclWI1DdVeZqRZWbtBfMoKM6gr8eJ3xeYoghFOjAYdFQszI+7rK/bSW+nI8ERzUCKH0zdoZ9CTLPMbAu9ncM01nQnO5S0I+e/iZOwwtTIyAjAGXfzCq/ndMZ2LRZCCCGEEEIIIYQQZ85qN7LmgnLmlGXR3+vC65UL6LNJboGVnHxr3GWNNT14PbI/CJEutDoNZquBhuPd9PfKtXSRmhJWmMrOzgagu/vMKrXh9TIyMqYsJiGEEEIIIYQQQggRYjLrWXX+XObOz2WobwSP25fskESCKIrC/EV56PSxlwr9/iANx3tI0DT1QogpYLEZ8Lr9HN3Xjs8rvWBF6klYYaqkpARVVdm2bdsZrb9t2zYURaG4uHiKIxNCCCGEEEIIIYQQAAajjhXnlFKxKJ/hQQ8jLm+yQxIJojfomL8o/pB+/T1OemRIPyHShqIoZOZa6Gofov5YlxSWRcrRJeqFNm7cyL59++jq6uKJJ57ghhtumPS6v//97+ns7ERRFC666KJpjFIIIYQQQgghhBCTtXhFMXPmZkU9lpFlTk4wYsro9FqWrSlBp9dSd6QTUDBb9MkOSyRAboGN3AIHvV2xw3811fSQmW3GYEzY5UQhxFnQ6TRYbaEh/XLzbeQX25MdkhARipqgcunWrVu56KKLUBSFvLw8tm7dyoIFCyZcr6amhgsvvJCenh4UReHFF1/k0ksvTUDEs4/b7Wbr1q0ALFu2DIPBkOSIUoeqqgQCAbRaLYqiJDscIcQYJFeFSA+Sq0KkB8lVIVLfdOdpMKhydF8bdUe7sGcYMZqlODUb+LwB9u1oxu8LxizLzrOwaHmRfC+cJhUVUAEFBdl2IrH6up1kZps59+L5mOQ4Pi45/43P6/Vy6NAhADZs2IDJZDrrNhM2lN+GDRvYtGkTqqrS3d3NueeeywMPPIDH44n7fI/HwwMPPMD5558fKUpt3LhRilIiKRRFQafTyQFJiBQnuSpEepBcFSI9SK4KkfqmO081GoXFK4upWJjH8JAHr8c/La8jUoveoB1nSD+XDOl3BkLlKI0UpURSZOWY6et2cmRvG8FAbMFZvEXOfxMnYT2mAE6ePMk555xDZ2cnqqqiKAp2u53zzz+f+fPnY7PZcDgcNDY2sn37doaHhyPjXxYWFrJz507KysoSFe6sIz2mxjYyMkJ9fT2VlZWYzTIshRCpSnJViPQguSpEepBcFSL1JSpP/f4gh3a10FTXK0O5zSI1hzriDumn1WlYdV6Z7AenQVX8oBsGvx1Fle0mEs/r8TM86GbJ6jksqC5MdjgpS85/45uOHlMJPRKWlJTwwgsvcM0111BXVwfA0NAQL7zwQsxzR9fLKisr+eMf/yhFKZE0gUCAgYEBAoFAskMRQoxDclWI9CC5KkR6kFwVIvUlKk91Og3L1pYSVKG5vpesHAt6g3ZaX1MkX8XCfAb7R2KG9Av4gzQc75Yh/U6LClov+BPWP0CIKAajDqNJT+3hTjKyzBQUZyQ7pJQk57+Jk7Ch/MKWLl3K7t27+epXv0pmZiYQKkKd+g8gOzub22+/nT179rB8+fJEhyqEEEIIIYQQQgghAJ1ey/J1pZRW5DDQ58LnlYt2M92EQ/p1yJB+QqQTq90Q6gG7+yRDAyPJDkfMcknpO2q32/n2t7/NHXfcweuvv87rr79OZ2cnw8PD2O12CgsLOf/88zn//PNlODkhhBBCCCGEEEKIFKDXa1lxTimoKq1N/WTlWtDrpefUTJZbYCO3wElvV2wRqrG2h8wcGdpRiHShKArZORZ6ux0ceKOFtRvmYbbItXeRHEn95jAYDGzcuJGNGzcmMwwhhBBCCCGEEEIIMQkGg44V55ShqnDyhBSnZoOKhXkM9Y/g80X3kgv4gzQc62bRChnST4h0oWgUsvOs9HQ6OLirlVXnzZXiskiKhA/lJ0Q6MhqNzJ8/H6PRmOxQhBDjkFwVIj1IrgqRHiRXhUh9ycpTg1HHynPLmDM3m4FeV0zBQswseoOWisV5cZf198qQfpOiasFnD/0UIsm0Wg1ZuRbamgfY+/oJRlzeZIeUMuT8N3GkHCrEJOj1eubMmZPsMIQQE5BcFSI9SK4KkR4kV8VktDUP4HH7oh4zmvTMmZuVnIBmmWTmqcGoY9V5ZYBKW/OA9Jya4XLzbeQWOuntlCH9zoSCBgKWZIchRIReryU710J7yyA+b4CV587FnmlKdlhJJ+e/iZMy3xhf//rXeeSRR1AUhfr6+mSHI0QUn89Hf38/2dnZ6PX6ZIcjhBiD5KoQ6UFyVYj0ILkqJuPlZ4/S3jIY9VhxWSYf/NT6JEU0uyQ7T0PFqbkowEkpTs14kSH9vLFD+tUf62axDOk3JpUgaDwQNIaKVEKkAJ1eS06+ld4uB2+81sjytaXkF9mTHVZSDQ+5qK9poXJhGfYMKSZPp5Q5Evb29tLU1ERTU1OyQxEihsfjoaamBo/Hk+xQhBDjkFwVIj1IrgqRHiRXhUh9qZCnBqOOlefNpaT8zWH9vDKs30yl12uZvyg/7rKBXhfdHcMJjiiNKAEwDIV+CpFCtFoNufk2nEMedm9t4kRdL6qqJjuspOjvdbJ3RwMOdzeD/TJE6XRLmR5TQgghhBBCCCGEECL9hOecAjh5op+sHAt6g/Scmoly8q3kFdroiTOkX1NtL5k5FowypJ9IsoKiTMoq8rHYjOh0Wvz+AC6Hh5bGbro6BiduYJZRNArZeRaGB90c3NWCY8jNwmVFs+Y4rqoqJ08McHRfG26vm2xzsiOaHeSbQgghhBBCCCGEEEKclVDPqTIUjUJrYx+Z2TLn0Ew1b2Eeg2MM6dcgQ/qJJKqoKqSiqgiL1RizLDPLSnFpDi6nh8baDhprO5MQYepSFIWMLDMjLh+1RzoZGhxh6eoSMrJmdpXG5w1Qc6iDxppuNBqFzGwT4E52WLOCnCEIIYQQQgghhBBCiLNmMOhYeU4ZGkWhuaGXjGyz9J6ZgcJD+h0/2BGzbKDXRXf7MAVzMpIQmZitNBqF1edVUlyaA4DL6WH3tgbqj3XicfswmvQsqC5izfoKLFYjS1eVk5NnZ++OeoLB2Tls3VjMFj16g4auk0M4hzwsWl5M6bxsFM3MKzYP9Lk4uq+NzrYhbBkmzBY9AVWGsE4UOTsQYhI0Gg12ux2NJmWmZRNCxCG5KkR6kFwVIj1IrorJuPSKajxuX9RjRpM+SdHMPqmYp3qDlhXnlKLRKJyo74VMo+wTM9CkhvQzyWXHtygQ1Id+iikXLkr5fQGee2ovu7c14PdF9+irPdLOi08fYM0F83n3dasjRazd2+uSEXJK0+m05BbaGBpws29HM71dwyxcXozFakh2aFMi4A/SVNdD3ZFO3CN+svOs6HRvfo+qCn6PBiWFvldnKvmGEGISLBYLK1euTHYYQogJSK4KkR4kV4VID5KrYjLmzM1KdgizWqrmqU6vZdm6UjRahcaaHtQgmCxSnJppxhzSLxCk4VgXi1cWy5B+b1JUHXhzkh3GjFRRVRgpSv3qvldorOka87k+X4Adr9bS1T7Iltsuobg0h4qqQhnWLw5FUcjMNuNx+2mq66Wvx0XV0kJKyrPRpHHvqf4eJzWHO+g4OYTRpCO3wBp9nFJ1DHdZMC4zJS/IWUJKf0IIIYQQQgghhBBiSul0GpauKWFBdQFOhweX05vskMQUCw/pF89A3wjd7cMJjkjMRhVVRQA899TecYtSozXWdPHXp/YCMG9B4bTFNhOEijc2Rlxe9m4/we6tTQz0upId1mnzuH0c3d/O66800NE6RGa2GXuGSYrnSZSwwtQXvvAFvvCFL/ClL30Jn88Xszw3N5fy8nLmzp2bqJCEmDSHw8Frr72GwxHbRV0IkTokV4VID5KrQqQHyVUhUl+q56lWq6F61RwWLivC7fLhHJa5O2aanHwreUW2uMuaanvxuP0Jjig1qYoP1dSJqsReExVnrqAoE4vViMvpYc+2htNad/e2BlxOD1abiYKizGmKcGbQaBSycizYs0y0Nfez/eU6Du85idOR+sd0vy/Aiboetr5Yx/GD7Wh1CrkFVvR6bfwVND6yyxy43elXfEs3CStM/ehHP+Kee+5h586d6PWx3be//vWv09jYSGNjY6JCEkIIIYQQQgghhBDTSKNRWLSsiOqVxXi9AYYH3ckOSUyxiqo89IbYi7yBQJD6Y12oqpqEqMRsUFYR6rG3e1sDvlPmlJqIzxdgz/bGqHbE+AyGUO8pnV5L7ZFOtr1Yx/ED7bgcqdcj1u8L0NLQx/aX69m3owX3iI/cAhtWm1F6SaWIhBWmMjIyAFi4cGGiXlIIIYQQQgghhBBCJJmiUaisLmD52lKCQZXBPpcUK2YQnV5L5eL4F/YH+0bokiH9xDSx2IwA1B87szmi6o52hNqxGqcspplOURQsVgN5BTaCwSBHD7Tz2ou1HNnbxkAKHNvdIz6aanvY+lIde7efYLDPRXauhcxsc1rPjTUT6RL1QsXFxQwPD8cdxk/MPKqqEggECAaDyQ5lSvj9fnQ6HX6/H6839e4CEEKESK4KkR4kV4VID7M9VzUaDVqtVu6qFWKKKIpC+YJcdHoNh3a3MtDrIivXIjk2Q2TnWckvstHdETus5InaHrJyzBhNsSMoCXE2dLpQTz2P+8yuN4fX0401rJsYk6JRsGWYsNqNOB1eag530FTXQ0GxneKyLPKL7BiMiSk9BAJB+nucdJ4coq15AJfDg86gJSvXglaXsH454jQlrDB14YUXcvz4cfbv35+olxRJ4HK5cLlceL3eGVOUglChLT8/n+Hh4ZQdu1sIIbkqRLqQXBUiPUiuhopTBoMBi8WCxWJJdjhCzAgl5dnoDVoOvNFCX7eT7Dyr3MU+Q8yrymOgbwSfN3pItUBApf5oN9WriqUQKaaU3x/a18606Blez3+awwCKtyiKgs1uxGoz4HH7aWsepK15ALPVQOGcDPIKbWTnWTGZ9VOa/z5vgIE+F/09TtpbBhkeHMHvD2K2GsgpsMn3ShpIWGFqy5YtPPjggxw8eJBt27ZxwQUXJOqlRQKoqsrg4CAOhwOj0Yjdbkev16PRzIyqtKqqqKqKoihyEiVECpNcFSI9SK4KkR5me64Gg0F8Ph9ut5u+vj68Xi+ZmZmzcluI1GWxWFi7di1GY3oNQ1VQnMHaC+axb2e4OGVBq50Z1w9ms/CQfscOdMQsG+wfoattmMKSjCRElgJUHXhyQZWeOVPJ5fCQmWWlcnEhtUfaT3v9BdVFoXacnqkObdZRFAWTWY/JrCcYCOJy+Wis6aGppgejWYctw0RugY2MLBMWqxGLzYDeMLme6X5fgBGXD5fTi2PIzUCvi74eJ26Xj2BQRW/QYss0oZ+Knm9BHYPtFgyVprNvS4wrYYWpDRs2cPPNN/OLX/yCD37wg7z44otUVlYm6uXFNHM6nTidTrKzs7FarckORwghhBBCCCHOmslkwm6343Q6GRgYQKfTYbPZkh1WStm9tYmhgZGoxzKyzKzdMC85Ac0yGo0Gs9mc7DDOSHaelXUb5rF/Zws9ncNk51pkOK0ZIDSkn53ujth5pU7U9ZCVOzuH9FNQQsUpMaVaGrspLs1h7QXzeekvB/GdRs8nvV7L2gvmR9oRU0ej1WCzG7HZjQSDKh63j4E+Fz2doR74Wp0GvUGLXq/FZAkVs3Q6DTp96AaFYEAl4A/idvvwjPjxuP34fIFQb0wVNFoFo0lHRrYZ3ZQP1acQ9GtmTGeLVJbQI+K9996LTqfj/vvvZ9WqVXzmM5/hfe97H8uXL5cPO42pqorT6cRkMs3YolQwGMTr9WIwGGRfFSKFSa4KkR4kV4VID5Krb7FarbjdbpxOJ1arVXpNjXLsQDvtLYNRjxWXZUphKkHcbjcnTpygvLwckyn97u62Z5pYu6Gcg7taaWseICPLjNEkF+/T3byqXAb6XDKk3yiqEgCdA/w2FOk1NWW6OgYZGnCRkWVhzQXz2fFq7aTXXXvBfMwWA06Hm66OwYlXEGdEo1EwWwyYLQYgdB3Z7w/i9wbwev2MuLwEA+qbPfUBVQVFQVFAq9Wg0SpodRrMFj32TNP0D9GnBLDkuPH6PIDcjDSdEvZtP3/+/MjvWq0Wp9PJXXfdxV133YVeryc7O3tSd/koikJ9ff10hipOUyAQwOfzkZExc7tjq6qKz+dDr599d/UIkU4kV4VID5KrQqQHydVoFouF3t5eAoEAOp1cOBepwe/3093dTUlJSbJDOWNmi4HV55djNOlpqu0hEDBgsRqSHZY4CzKkXzxB0LrBbwGkMDVVWpv6+dcLx7ji+jW8+7rVdLUP0ljTNeF68xcV8q7rVgPQVNc53WGKURRFQa/XTs2we9NBCWK0+AkGZN6x6Zaws+mmpqaouyHCv6uqitfrpatr4oNGeHxzkVqCwSAQKjgKIYQQQgghxEwU/nsn/PePEGLq6A1alq8twWTSUXukC78vgD3TJNeA0lh2npX8Yjvd7bFD+jXV9ZCVY8ZolhsfxJlrax6gpaGP1sZ+yhfks2x1GVtuu4TnntrLnm0NcYf1Cw/f967rVqPTazmyr4WaI22pWyQRYgZL6G1eqqqe0TIhhBBCCCGEEEIIMXNptBoWLi/CbDVwZF8bA70usnItUpxKY/MW5DLY58LriS4QBAMq9cdm55B+Ymp0tA5yoq4XCF1TfvLh7QAsW13G5hvXsemq5ezZ3kjd0Q48bh9Gk54F1UWR4fsADu1p5slfvU5GlomFywplXxQiwRJWmGpsbEzUSwkhhBBCCCGEEEKINKMoCnMrczFZ9Bza1Upvl4PsPCta7eye5y5d6fRa5i/O59j++EP6dbYNUVSSmYTIRDrrah+isaYn6jG/L8DjD2xl/aUL2fiOauyZZi7ctJgLNy2OWb+vx8H2l2vY/vJxVBX6up2zdHhJIZIrYYWp8vLyRL2UEFNOURQMBoPcPSFEipNcFSI9SK4KkR4kV8VkfPBT65MdwqxmMBgoKyvDYJhZczIVFGew7qIKDrzRSk/nMJk5ZgwGmdstHWXnjj2k34m6XrJyLJhmw5B+qgb81tBPccZ6Oh3UH+2Ou0xVVTrb+nj1+YMUFGVSVpGPxWpEp9fi9wVwOT1sfek4+3aciBm5q6m2h4wsE2aZ306oGkYG9egqZsFxKcnkW12ISdBoNBiNxmSHIYSYgOSqEOlBclWI9CC5KkTqMxgMM/ZG4IwsM+dcNI9Du0/S2tSHxWbEIheN09K8qvGH9FsyC4b0U9CC35bsMNJaX7eTuiOdYy6ftzCPgjmhXk9dHYN0dQzGPEejVdHqFPy+6MJUMKhSe7iTZetK0Whm9r4oJqBqcQ8Z0emkMDXdpEwvxCSoqorf75e50IRIcZKrQqQHyVUh0oPkqhCpz+/309/fj9/vT3Yo08Jo0rPqvLksWl6Mx+1nsM8lx6Q0pNNpqVxcEHfZUP8InSeHEhxR4qkEUTUeVILJDiUtDfS6qDnUwVjpP7cyh+LSiYeFNBh1LKiOvy86HV6aG3rPJkwxIwTRmfwEAoGJnyrOSkoUpkZGRmhra6O5uTnZoQgRVzAYZGRkhGBQTiBmo8cee4ycnBxycnLO+jh11VVXkZOTw1VXXTVF0YnRJFeFSA+Sq0KkB8lVIVKf2+3m8OHDuN3uZIcybbQ6DYuWF7H6/LnoDTp6u5wEAnJcSjdZuRYKiu1xl52o78U94ktwRAmmBMAwEPopTstg/wjHDo5dlCqtyKakPHvS7WXnWcecT6q9eZCBPteZhClmCk0Ae74bn8+T7EhmvKQM5aeqKn/4wx949NFHee211+jv7wdCY5ifepdPT08PTzzxBABVVVW8/e1vT3i8QqSS1157jc2bN8ddZjabyc3NZcWKFVx99dVcffXV6HQyYqeYXl1dXTzwwAO8+OKLNDY24vV6KSgo4IILLmDLli2ce+65k2rn8OHDPPDAA2zdupX29nY0Gg1z5szhHe94B//2b/9GWVnZNL8TIYQQQgghRCpSFIWS8mysNiMHd7fS2+UgM9uMwSh/76aT8qpcBsYa0u9oF0tWz5nxQ/qJ0zM86ObYgXbUYPyq1Jy5WZTOm3xRKqx8QS5DAyOMOGMLonVHulh5bhl6g/a02xVCTF7Ce0wdP36c1atXc+ONN/KXv/yFvr4+VFWN/DtVbm4uP/rRj/jMZz7Dli1b5G49IcYxMjJCa2srzz33HDfffDOXX345nZ1jj78rpsatt95KTk4OK1euTHYoCffXv/6Vc845h//93/9l//79DA0N4Xa7aW5u5vHHH+dd73oX3/zmNyds53vf+x4bN27kkUceob6+HpfLhcPhoKamhvvuu48NGzbw9NNPJ+AdCSGEEEIIIVJVVq6Fcy6qoLwyl+EBN44htwztl0bGHdJvwD0rhvQTk+cY9nB0fzvBQPwcLyrNYG5lzhkVM7VaDVVLC1HizCfl8waoP9YlxxYhpllCC1NHjx5l/fr1HDx4MFKIslqtWK3WMddRFIVPfepTqKpKR0cHr7zySuICFiLFfexjH+O1116L/Pv73//OXXfdxdy5cwHYs2cPH/zgB+XL9Cx94AMfoK+vj76+vsi2PVPhgvxf/vKXKYouebZv386WLVsYHh7GaDRy22238fTTT/OPf/yDn//856xatQpVVfnRj37Ej3/84zHb+dGPfsTdd9+NqqoUFRXx7W9/m+eff57nn3+eb3/72xQWFuJwOLj55pt5/fXXE/gOhRBCCCGEEKnGZNaz8twylq4pQVWhr9tFcIzeFCL1jDukX90sGNJPTIrL4eHovjYC/vgdFAqK7cyryjurHnZWm5Hyypy4y/p7XHS1SaFUiOmUsMJUIBDg2muvZWBgAFVVueyyy9i+fTvDw8Ns2bJl3HVvuOGGyO/PP//8NEcqRHwaTUpMyRYlLy+PJUuWRP6dc845/Nu//RuvvPIK8+fPB0LFqb///e9JjlTMNKqq8qUvfQmfz4dWq+Xxxx/nm9/8JhdeeCGrVq3i+uuv529/+xuXXHIJAHfeeSetra0x7Zw8eZK77roLgOLiYl566SU+/elPs27dOtatW8enP/1pXnrpJYqLi/F6vfzHf/zHhD1nUzFXhRCxJFeFSA+Sq0KkNkVRMJlMs274M41WQ2V1AesunEdmjpneLgdej3/iFUVKKK/KizsMYzAYGtJvZt5cq0BQG/opxjXi8nJkXzt+X/y//fMKbcxfnD8lx72i0kyycsxxlzXV9uJyes/6NUSaURUCPmXWfa8mQ8L+ynj00Uc5fvw4iqJw7bXX8vzzz3PeeedNat2SkhIqKioA2LVr13SGKURcWq0Wq9WKVpse48tmZWXxuc99LvL/l156KXnBiBlp3759HD16FIBrr72Wiy++OOY5BoOBu+++GwhNyvzzn/885jl//OMf8XhCE0r+53/+J8XFxTHPmTNnDv/5n/8JhOaheuGFF8aMK91yVYjZSnJViPQguSpE6rNaraxbt27ckWhmsrxCO+durGBuZS7Dgx6GB2Vov3Sg02morM6Pu2xowE3HDBzST1F1KN48FFXmRRuPe8THkb1t+LyBuMtz8q0sqC6YsqKBoihULilAr4891wkGVWoPd0qPzNlG1THUYcVojF+wFFMnYYWp//u//wPAZDLx05/+9LTvvFu2bBmqqlJbWzsd4U27pqYm7r33Xq677jqqqqqwWCyYTCZKS0u5+uqrefzxx/H7J393z6FDh/jkJz9JZWUlZrOZ/Px8LrroIn72s5+dVjti5lqzZk3k95aWlsjvr732Gjk5OeTk5PDaa68RDAb57W9/y+bNm1m0aBG5ubnceuutUW0Fg0GeeOIJbrjhBhYvXkxhYSFVVVVs3ryZBx98EK937DtI7rzzzsjrAQwODvK9732P9evXU1ZWxvz589m8eTNPPfXUpN5Xc3MzX/3qV1m/fj1z586lpKSEdevW8fnPf54jR45MuP4zzzzDhz70IZYuXUpRURFz585l9erVvPvd7+Y73/kOu3fvjlnnsccei7yH5ubmmPf2u9/9Dght5/DzRv8b7aqrriInJ4errrpq3Dhff/11brnlFlauXElxcTHz5s3j4osv5jvf+Q49PT1jrnfq5wuh4+/VV19NVVUVc+bM4dxzz+V//ud/6O/vn3B7jWXfvn2R3zdt2jTm8yorKyM3FsQbvnCy7bztbW+L/C5zTQkhhBBCpI5nHt/Pwz96LerfM4/vT3ZYYhYxWwysOm8uK84pRdEo9HY58Y8x/JdIHVk5FgrmZMRd1lzXi9slQ/rNNh63nyN72/B64helsnItY84LdTYMBt2YhVKXw0tzfe+Uvp4QIiRhZfrdu3ejKAoXXngh+fnxk308eXl5APT2pt/B4L//+7/5zne+E/eunZMnT3Ly5En+/Oc/84Mf/IA//OEPE85h88ADD3DbbbdFFQPcbndknqGHH36YZ599NrLNxNkLBAKMjIxgNpvT5o5RvV4f+T0QiP+l7na7ue6663j11VfHbKe/v58PfOAD7NixI+rx3t7eyD73wAMP8OSTT1JWVjZuTCdOnODaa6+lsbEx6vFwO88++yy/+MUv0OniH5oef/xxPv/5z0d62IQ1NDTQ0NDAb3/7W7761a/y+c9/PmbdQCDAJz7xCf785z9HPe71enE4HJw4cYLXX3+dl156iX/84x/jvo/pFAwG+cpXvsIvf/nLqMc9Hg8HDx7k4MGDPPDAAzz88MNceumlE7Z1yy238MQTT0Q9XldXx7333suzzz7Ls88+S2Fh4WnH2dfXF/l9omN6fn4+jY2NNDc309raSmlpadx2CgriT4J76rJt27aN+bx0zFUhZiPJVSHSg+SqmIzBfhe9XY6oxwxG2V8Sxel0cvDgQZYvXz5re00BaDQK86ryyMq1cGRvG93tQ5htBqw2Y7JDE+MoX5DLQK8rZhjGYFCl7lgXS1fPmTHDaamKDwz94M1GUfUTrzDLeL1+juxrw+OOf7N9RraZhcsK0UxxUSosO89KUWkmHa2DMcvaWwbJyrGQlWuZltcWKUbxkznHgdszAtiSHc2MlrDCVHd3NwDz5s07o/XDF9nTsTdQe3s7qqpitVq55ppreNvb3kZVVRUmk4mjR4/y4x//mDfeeIM33niDTZs2sWfPHmy2+Dv+c889xy233EIwGKSwsJDbb7+d8847j76+Ph544AH++Mc/snPnTq655hpeeeUV+QNyCqXbcACjew8VFRXFfc43vvENDh8+zLve9S7e//73U1ZWRldXF8PDw0DoYsSNN97IG2+8AcCGDRv4xCc+QXl5OR0dHTz66KM8++yz1NTUcPXVV/Pqq6+Oue8CfPzjH+fEiRN89KMfZfPmzWRkZHD48GF+/OMfU1dXx5/+9CeKior47ne/G7Pu888/z6233oqqqthsNj796U9zySWXoNVq2blzJz/60Y/o7e3lW9/6FpmZmXzsYx+LWv+hhx6KFKXOP/98PvzhD1NRUYHFYqGvr4/Dhw/z0ksvMTQ0+SEDPv7xj7N582a++93v8txzz1FcXMyTTz456fXj+cY3vhEpSpWXl/Pv//7vrFixApfLxV//+ld++ctfMjQ0xPvf/35efPFFli1bNmZb3/3ud9m5cydXXHEF73vf+yKf74MPPsjzzz9PQ0MDt99+e0wRbDJG/9E70TYbvfzYsWNRhanR+8vQ0FBMD7N4bTQ3N+NyubBY4p8UpluuCjFbSa4KkR4kV4VIbaqq4vf7JVfflJVj4ZyNFTQc7aL+eDe9XQ6ycixodTJfXioKD+l3dF97zLLhATcdrUMUl2UmIbJpokiexuPzBTiyt33MXnL2TBOLlxeh1U5vHpdX5jDYP8JInHml6o52sfLcMvQGuc464ykqGi0g36vTLmGFKaPRiNfrxec7s6644cJWdnb2VIaVELm5udx111186lOfwm63Ry1bu3Yt73//+/nABz7AE088QW1tLT/4wQ+44447Ytrx+Xx85jOfIRgMkpGRwdatW6msrIwsv/zyy7n11lu5//77ee211/jNb37Dli1bpvvtnZFHf7o95rHFK4pZu2HeuOu1NQ/w8rNHYx6/9Ipq5szNGnfd3VubOHYg9mTng59aP+56AM89cZD+XmfUl2BxWRaXXVk94brJ4Pf7+clPfhL5/4UXXhj3eYcPH+aLX/wit99+e9zlDz/8cKQodeONN/KTn/wk6m6lyy+/nG9/+9v84Ac/oLGxkf/3//4fX//618eMa8+ePTzwwANcd911kcdWr17Ne97zHq644goOHTrEL37xCz70oQ+xZMmSyHN8Ph+f//znI0WpZ599luXLl0eWn3POOWzevJl3vvOddHR0cMcdd/Ce97yH3NzcyHP+9Kc/AaGce/rpp2N6ZV1yySXceuutpzW8XX5+Pvn5+WRmhk6UdTpdVNyn68iRI5HPrbq6mueeey7SNoQ+x0svvZQbb7wRr9fL5z73OV588cUx29u5cye33347X/ziF6Me37RpE+9973t5+eWXefrpp+np6TntHpYLFy6M/L5t2zY2b94c93nd3d1RQ7C2trbGtPPss88CsHXr1jGHOBzdS0pVVdra2liwYMFpxSyEEEIIIYSY+fR6LYtWFJNbaOPYgXZ6Oh1YbAYsVsOM6X0zk2TlWCick0FnW+wNj831vWTnWjBZpIfRTOX3Bzi6rz1uMQjAajeyeGVRQorLGq2GhUsLOLDrJOop80r5vAHqj3WxaHmRHEeEmCIJu2UkPFTUmc4RtXPnThRFmXCosFR011138eUvfzmmKBWm1Wq5//77MRgMAPzhD3+I+7z/+7//o6GhAYD/+q//iipKhd19992R4t3dd989FeFPi/aWwZh/QwMjE67ncfvirutxT1zwHBoYibvuZHR3DNPVNhy1Xl+3Y+IVE8zpdLJ161auvfZadu3aBUBZWRlXX3113OcvWLCAr3zlK2O2F+5Jk5eXx1133RX3y/crX/kKVVVVADzyyCMxw+yN9s53vjOqKBVmt9v54Q9/CISGn/vVr34VtfyZZ56hvT1UVPziF78YVZQKKysr4xvf+AYALpeLRx99NGp5V1cXAOeee+6YQwVCcovfDz30EMFgaCz0e+65J6ooFbZp0yY++MEPAqFC3549e8Zsb9WqVXzhC1+IeVxRFD796U8DoSJmuPh4Os4//3yysrKA0Bxc9fX1cZ/33e9+N2ooSYcjOm8uv/zyyO933303brc7pg232x1zPDu1HSGEEEIIIYQYLa/QzrkXz6d6ZTEBv0pflxOfL/4w9yK5yhfkYjTF/p0eDKrUHe2SHoEzVMAf5Nj+DpzD8a8jWWwGqlcVo9MlrpeSxWakvDI37rL+HhedJyc/yo4QYnwJK0ytX78eVVV544036OzsPK11X3jhBU6ePAnAxo0bpyO8pMvNzWXFihUAY17gDff4AMbsCWWxWLjhhhuAUO+LmpqaKY1TpJbvf//75OTkRP6VlZVx1VVX8dprrwGhHj2//e1vMRrjj6t99dVXjzncY3t7e2T/ufrqq8csrOp0ukihZGBggP37x57o+AMf+MCYy9auXcvixYsBYua8Cv9fUZTIa8Xznve8h4yMjLhthIvjf//731N2rrpwzIsXL2bdunVjPu+mm26KWSee6667bsw7eVatWhX5vamp6fQCJXSsCRe9HA4HV111Fb///e/p6+vD6/Vy+PBhPvnJT/LrX/86UnQHYgpP55xzDu985zsBOHToEFdeeSWvvvoqLpcLl8vFq6++ypVXXsmhQ4fGbUcIIYQQQiRHcVkW86pyo/4Vl2UlOywhADAYdCxaXsx5l8ynoCSDob4RhvpHYnpDiOTS6jRULo4/d/HwoDvuvD8ivQUCQY4daGd4MP7f9iaLniWritHrEz90XlFpxpjzSTXV9eJyxO/dJYQ4PQkbyu/qq6/mkUcewefz8V//9V889NBDk1pveHiYz372s5H/X3/99dMVYtKFe5qMVSgIFxsWLVo05pxBABdffDE///nPgdDQWKOH3BJnJt166ZaXl7N582Zuu+028vPjn9wBLF26dMxlR4++NWTi2rVrx3290cuPHj3KueeeG/d5q1evHredNWvWcOzYMerq6vB6vZFCRDiW8vLycYecMxgMrFixgtdee41jx45FLbvxxhvZtm0bDQ0NrF27liuvvJJLL72U888/n5KSknHjSgSPxxMpSk+0vVesWIFer8fn80V9TqcaL/dH9ww7095Ht956K7W1tfzmN7+ho6ODT33qUzHPKS8v573vfS//+7//CxB3DrL777+f66+/PtID7Jprrol5zjve8Q4MBgPPPPPMmO0AaDQaLBYLGo2MIS9EKpNcFSI9SK6KyUjV4c1nC7PZzIoVKzCbzckOJaXl5Fk558IKWhr7qDvaSU+XA3uGSYaISyGZORYKSzJieqQoioLJZGTVufOxZ5rR6bT4/QFcDg8tjd10daRJ0UrVgic79HOWCwZVag52MDQQvyhlNOlYsnoOekPCLltHURSFBdX57N/Zis8b3ctSDarUHulk+doSNNM855VIkqCOoU4zhsr4N/mLqZPQwtTKlSvZv38/v/71r8nKyuLOO++MugP+VAcPHuSmm27i+PHjKIrC2972Ns4777xEhZxQXV1dkQvM1dWxJ/YOh4OWlhaASK+SsYxePt5Fa3E6UrMy9bGPfYyPfexjQPhkzURubm6k19BEwkOxxTN6rqWJ5h8qKCiI/D4wMDDm88Yrko1uR1VVBgYGIv8PtzmZeZDC65w6V9SHPvQhmpqa+PGPf8zQ0BCPPfYYjz32GAAVFRW8613v4hOf+ATz5s2b8DWmw+jtNtF20uv15OTk0NnZOe6cWOP9cTr6AtPoofZOh6Io3HPPPVx22WX89Kc/Zffu3ZG2MjIyuOGGG7j99tujhmaMt89lZ2fzzDPP8Itf/IJHH300asjXsrIybr75Zj71qU/xvve9b9x2wjGNVdwXQqQOyVUh0oPkqhCpT6vVTvrvv9lOq9MwryqP/GI79Ue7aGnsw+nwkJltRpeEXhkiVnllLgO9LjxuP4qisP7Shay/dCE5ebE3JmZmWSkuzcHl9NBY20Fj7emNzpRoChpQx74GOlsEgyq1hzsZ6Is/nYfBqGXJ6jkYjckpSoXpDToqqws4tj92rnqXw0tzQx/zqk5vrm6RLhQCXi0ajXwvTLeEZvmvf/1rNm7cyPDwMPfccw+///3vufbaa6OG/rrnnnvo6Ohg69atbNu2LTKObF5eHg8++GAiw02ou+++G7/fDxAZim+01tbWyO+lpaXjtjV6Hq5wMet0dXR0TPhH6Nn0Mikui507JyNr4ju8jCZ93HWNponvcsrIMsdddzLyimzoDZqoYdFy8uP32EikvLw8lixZcsbrT/ZCw1RN7Hi27Zzt+l/72tf4yEc+wpNPPsk///lPdu3ahcvlorGxkfvvv58HHniAO++8k49+9KNn9TpnK90m0nzPe97De97zHlwuF11dXeh0OoqLiyP71+jhSccqrJtMJj772c/y2c9+loGBAXp7e7Hb7VFFz/Ace3a7fczjTzAYxOfzodfr5e5uIVKY5KoQ6UFyVYjU5/F4OHnyJCUlJWMO4S6iWW1Glq8rpbgsi7ojnXR3DKPTabBnmdFo0utvsZlGq9NQWV1AzaFOrv/oepatDl3fcjk97N7WQP2xTjxuH0aTngXVRaxZX4HFamTpqnJy8uzs3VFPMEWHaVQJgM4FfgsKs/OCt6qG5gzr63bGXa43hIpSJnNq9GTMzrVQVJoZdyjJ9pZBMnMsZI8x5J9IY0oAc5YHn0+GbJxuCS1MrVixgqeffpobbriBrq4uOjo6uP/++4G3LsSG5ywBIkWp4uJi/vznP0cVXGaSHTt28KMf/QgIFZ3iDYc1PDwc+X2sIazCrFZr5PczHaJr06ZN9PT0jPuc5uZmgEhBDeL3vFAUBY1GQzAYjHymN958btQyVVUJBoMx62s0oWJQeN3CEvuk1w1fFA8/vur8MladXxbT7qnrndouwOXXLcXtdmMymdDr9ZF2J4p3onbHi3esdkevG25rvHZPjWn0c8K/x4s3M/OtIl5nZ+e477W9vT1qvdExjW63o6ODkpKSMd9reP45RVHIyMiILA/3junu7o5636fSarV0dXVF1hndfjjekpIS/v3f/51///d/x+fzsXfvXp5++ml+/etf43a7+dKXvsSqVasic76FXy/s1M/91CLSqctO/WzCbYW3TXgbjp7Dq7Ozc9zP1e/309fXF/d9nvr5jrd/j35/4edNdj+Mt39bLBbKy8sjMYTb2LdvHxAqPi1evHjMmMLt2u32yPYIb4e+vj5OnDgBhObHCr9GvP3b6/VGLp5NRc5NVy6nSruTWTfesnR8r6m2Daei3XTdhqNzVVXVcduVbZjcduUYcfbtpvMxIhAIROVqKn42idyG4ee53e7IyB/x/t4ym81otVrcbnfU30oQ6vluNBrx+/0xc2YqihL5W87pdMbEZDKZ0Ol0eDwefD5f1DKdTofJZCIQCDAyEnsXevhvSJfLFbMtwu16vV683uiLMFqtFrPZTDAYxOVyxbRrtVpRFIWRkZGYz8doNEaGnw4PWx8WHiYS4m/D8BCS8bahwWDAYDCc0TYMfzaJ3Ibhdqd6G4Y/G6/XS1tbGzabLbJN4cy34USfzWT273jbcLL795lsw/E+m/G2oS1Tx7kb59Pa1EdDbTsDA0OYzDrMZn1oPH9Vh4KCqviBU77nVA0KWlSCoJx6bFJQ1NDlNlXxESPcLgFQTjk2jdsuKKp+nHa1KGgmaFcFxR+z6lvtxnuv47T75nsdq93xt2G43ej3mpGj48OfvogFi4vx+wI899Redm9rwO+L3h61R9p58ekDrLlgPu++bjXFpTlAkF3ba8/is5m+bYgSDBWmgjpUdfTl2Knfhmff7tTv36qq0nCsn97O+NcpdXoNS1bNwWwxnMF+qEFRz3b/jv9eyytzGBoYiTuvVP3RLlaeW4rOSJx25Rgx+r1O1/499nsNtxsATmcbKqAEMdl9jIw4cTiieznOxPMIVVVxOmOLxaeeR5z6fqdCwvtFbty4kf379/PVr36VRx99NGZjj6bT6fjQhz7Ed77zHYqLixMYZeJ0dnby3ve+F78/1E3517/+ddTJZNjok8Xxhj8Eou6SipcIUyV8sVmn00V6cXk8npgkMJlMaDQa/H5/TBLodLrIcGPjJZfH44k56TUajWOeTGu12sh2HBkZiTnptVgsaLVavF5vTGIZDIYxT6Y9Hk+kMOV2u2MOJGazGZ1Oh8/ni9m39Xr9mAcSRVEiB6ixtqFer495r+EDS/hAMt5Jengbjl4//DqBQCBmG86fPz/y+44dO7jyyiujloc/G6/Xy44dOyKPz5s3D5/PF9mGo7fv66+/zhVXXBH5g+TUz2bPnj0AVFZWoihK5P0sWLCAN954gxMnTtDT00N2dnbcbWg0Gjlw4AAQml9p9HPCn82p++GyZctYtWoVGzZs4KabbkJVVf74xz+yYMGCmG0Zjnl0uyaTKfL7qZ/B6P0w/PipFzbC+3cgEKCiooLGxkZ27dqF3+/HYDDE3Q8PHDgQ2a6VlZVRrzn6c/T7/THbKbx/j953fT4fLpcraj880/371G3Q1NTEoUOHALjiiivi7v+TOUY888wzkXje/e53R9oY6xjhdruTcozQaDSR/TtZx4ixtuFkjxGjhbdhvGNEvP17tNHHiDPdhuN9NmezDcf7bM5mG7rd7jG/A89mG0702ZzpNhzvszmbbXg6x4jwNgkXo2f6eYQcI94ix4iQdDlGhGNL9DEiLFWOEX6/H6/XS2NjIytXrgRg//79Mdtw9erVWK1WWlpaIjdehZWWljJv3jwcDkfkHCnMYDBE5mo9fPhwzHZatmwZWVlZtLe3R42oAVBYWEhVVRVutzvyd1qYoihs2LABgOPHj8dcfFi8eDF5eXl0d3fT2NgYtSwnJ4clS5YQCARi2gU4//zz0el01NfXxwzpPX/+fObMmUN/fz81NTVRy+x2e2Qbxmt37dq1mM1mTpw4Ebk5LaysrIzy8nKGh4c5fPhw1DKTycS6deuA0NQAp36uK1asICMjg5MnT9LW1ha1rLi4mMrKSkZGRmJi0mq1rF+/HoBjx47F7E/V1dXk5ubS2dkZuZkqLDc3l+rqanw+X9z3esEFF6AoCrW1tQwNRc+ts2DBAoqKiujt7aWuri5qWUZGBitWrIjsf6du43POOQej0UhjYyO9vb1Ry8rLyykrK2NwcDBm+H+LxcKaNWuA0DY8NedWrVqFzWbj5MmTUTcoAsyZM4f58+fjdDojf5eF6XQ6zj//fCA05cCpx7ylS5eSnZ1Ne3t7zMgv+fn5LFq0CI/HE3cbXnjhhQDU1tZG3dQLob8LCwoK6O7ujozAEJaVlcWyZcsomZdFS8cxsu1Ec+cDCuiGQXvKtSufDQJW0HjBcEpviqAOvLmh3w19sTMDeHJB1YHOAbpT5tjxW8BvB40fDKcM265qwPPmsO+GgdgLwN5sCBpCxQ/dKcc8vwn8maGLsMa+U9oFPIWh3/WDodeOajcTgibQukF/SlEhYABfdqiRU9uFCbahHQIW0HjA8Na+P3/+/EhR6lf3vUJjTVdsu+EmfAF2vFpLV/sgW267hOLSPCoW9dF0fAA0vtB2Gi2oBe+bw68Z+kE55UK4Jzs03F7cbWgGf0bo4nrMNlTA8+ZoH/oB0Jxysdub+dbcUoboPCdgBF8WEBxjG4bbHQq9p6gN8OY21LpBH73vE9SDNyf0e9x28wBtaD/URn9/jr9/T7QNc0DVg84JutA5iKqqNB3x0t0e/8K2VgfV55iwmN683hl3G2ZB0BhqU3fKRfSACXxj7N8A7vD+HWcbejMgaI6/DQMGNGo2C5bkc3DXSdRTUs7nDVB3tJtFa40oulM/GzlGANNyjAAm3r9Hb0PtqdvQCn7b2McIT+jLoKO7lbbO6O/0mXoeEa/dU88jFEWZ8vkskzJgZ2FhIQ8++CB33XUXL774Itu3b6etrY3BwUGsViuFhYWcd955vPOd72TOnDkJi2sqhs96+OGH2bJly6SeOzw8zBVXXBH5o+LOO+/ksssui/vc0Re/xyvmAVF/kJ3pDvOXv/wlargOrVaL0WhEVdXIH7fhYqHf74/cSRVv6IDwdtXpdDFDx43e5vEKcuHl4T8Mx2o33rph8bZB+L0ZDIZIoenUdkdfDAgGg5EL3WGjP5NT29Xr9eh00ekVbnf0HWjxxNuG4XbDVfKw8B1p4fYnatdgMEStH/48Rr/XsPLychYuXEhNTQ3PPfcc3/jGN6J6643eTn/84x+B0In9ueeeG9mmWq02avv+6U9/4rrrrov8f/Rns3fvXo4fPw7AxRdfHLUNL7vsMn73u9+hqiqPPfYYn/nMZ+K+1z/96U+Rg/Cll14a9ZzR2zDefrhx48bI/4eHh8fclmazOWpZeG4vCOXmqcvCwo+P7slz6v59ySWX0NjYSE1NDQcOHGDdunVxP5snn3wy8vumTZuilo/+fOPlxuj9MEyv18c870z371P3w3vuuSfy+8c//vEzOka43W5++MMfAqF97MYbb4y8xqnbMJyrJpMp0lYijhHxJOsYMdZxdrLHiHjrTvRexzt+n802HO+zOZttON5nczbbMHxRNd668d7rVHwHns02HO+zOZttOJljxOhcHX08mqnnEfHIMUKOEaPXTdVjRLhXRDhXE3WMGEuyjxE+nw+DwUBFRZfxUmYAAQAASURBVEXkeeHiymjh919WVhZzg2V4f7fZbKxatWrMeJcuXRq3RwmE/g47de7V8DY1mUwx7Y62aNGiuHfpQuji/+hREyD674V47YaXV1ZWxr1LF0LziZ667uhjf7x2w+uWl5fHDOEc/qzsdvu423D58uVxe0xBaFj60UNGw1vb0Gw2j7sNFy9ePOY2LCwsJDs7O267er0+brvhmKuqqsbchrm5uTEjp4S3fXj9hQsXRu3n4X2toqIiZvSZ8DbMzMwc97NZvnx5TLyjt2FhYWHUsvBrWq3WcT+b6urqcffv3NzcqGXhbWg0Gsf9bKqqquL2mILQ/n3qXFzx9m/HsIfWxj66O4bxuZ1kZFvQKXbwx/aGAEIXeT05p0Qy6tqS99RlvFWg8NtCF13jtquL0+4o3qxx2rWELtTHa1fVjt+uL5O4vX0g1Gbw1Bullbd+xm33zeX+eNvwzXaDxqh1K+ZVAvDcU3vHLUqN1ljTxV+f2stVN66jYv7cUGEqqJ/gs8kmxqS24QSfjS+L+D2m3sxvb0aojZiYNBO0mxG/XXjzszl1+LtR7zVuu2++H78tdKE+qt3J7t/xtuGb781vhUDoxp3mugE6m+MXpTRahcWrCrCajW+9vbG2IYQKhIFTzwcmu3+f2Ta02IyUV2XTdDx2ju+BXhedTUaKyk55XTlGvGnqjxHR7RK/3dHb0D/WNhzrGBHK1aL8UgqKo/fxmXoeEa/dU88jfD5fzA1MZyupM8nl5eVx4403cuONNyYzjKRwu9285z3vYffu3QB86Utf4stf/vKYzx89zNdEw/ONvgNuomH/xlJRUTFhz6wwr9cbiWm8OYtGn+CeSlHGn1j5bNadynZPLdZNVbujTdTu6LbDQ4xMpt3RBZHxHhvtE5/4BF/+8pfp6enh9ttv57777ot5zt133x0pKN10000xhZnRf4D87W9/4+mnn+aaa66Jeq8Oh4MvfelLkVi2bNkSFdNVV11FcXEx7e3t/O///i+bNm2KmVurtbWVO+64AwhdePjQhz4UtT2eeOIJrr322pgLIWEvv/xy5Pd58+ZFrTv6PWi12pjtHP6DrKenB5fLFZWv4fVP/cNx9LYJv9ePf/zj/PrXvyYYDPKFL3yBZ555hoyMjKjX+8c//sGjjz4KwJo1ayJ3hIad+vmOtU+Mfk/x9p3J7EvDw8NRd0ef2tY999wTKVreeOONkTskT9XZ2Ul+fn7c/XBkZISbb745csfIt771rZgLJqNjGv3/yeZGOhx7EtHueOuOt2w6Y0q3ds90G6bLd+B0tHvqcWqmn0ekc7tyjDj7dtPxGBG+cHxqrs6mz2b0uoFAIOqmJBj/7614BbownU437rqjh2c/ldFoHHMuIa1WO2674xX+wsO7xaPRaMZtd7wbIvV6fUwBejTZhiFnug3D5/UWiyVu+2ezDc/0s5loG4732ZzNNhzvs5loG4bbtdlsFBbl0NPhoO5YJ93tDrRaBXuWCa029lihoHnrIme8ttWx930F7VsXTxPWrhLqzTJmu2NfJpy+dt96rwVFmVisJlxOD3u2NYy5Tjy7tzXwtquWY7WZKCjKpKtjMKW2ofrmxW5UXdzXnqptmKh2Q+tOvA1bG/pobx6O+xyNRmHximIyMsxRtY5k74fx2i2ak81gr4f+ntge2CfqBsjMsmKxxbmBRo4RU9DuWbxXVQtjzOk2druhXDUYjGN+58y084jJfN9P1FHmTCS1MJVqTu3CfiYmM+Sg3+/nhhtuiFwI/8QnPsHdd9897jqj7xI7ddiGU43u9j5T5+VKNEVR0Ov1U9KrLp189KMf5cknn+SNN97gscceo7W1lY997GOUl5fT2dnJb3/7W5555hkgVMwMF5fGsnr1am6++Wa2bdvG5s2bsdvtHD58mB//+MfU1tYCoXxYunRp1HoGg4Ef/vCHvP/972d4eJjLL7+cz3zmM2zcuBGtVsvOnTu55557IsN8fPOb34y5y+6WW27hjjvu4Morr+Tcc89l3rx5mEwmurq6eOWVV3j44YeB0B8i733ve09rO4WHXAkGg3zxi1/k3/7t36Jef/SwiONZsmQJt956K/feey+HDh3i0ksv5bOf/SwrVqzA5XLxt7/9jV/84hcEAoHINkmmuro6rr32WjZv3szFF1/MvHnzCAQC1NbW8thjj7Ft2zYgdBfsnXfeOWY7TzzxBA8++CDXXnst559/PkVFRTgcDvbs2cPDDz8cuSPjwx/+MB/84AfHjWm25qoQ6UZyVYj0ILkqROrT6XQUFxePeQOeOH2KopBfbCenwEpb8wD1x7ro63ZiMuuxZRjlmDiNyipCw5Dt3taA75Q5pSbi8wXYs72RCzctJr8wi+OH27FYDRiM2tT4zFRNqLfPOBfYZ5qTJ/ppbYrtZQSgKLBoeRGZ2VM7NNh0URSFysUF7N/Zgs8bvW+qQZWaw12sWFeCJk4BW6QZVYN7WI9WK9+r00228CiLFy+e9tcIBoN8+MMf5i9/+QsA73vf+/j5z38+4Xp2u52ysjJaWlo4duzYuM8dvby6uvrsAhZAqCo93h1hM5VWq+Xxxx/nAx/4ADt27OCf//wn//znP2Oet3DhQp588skJe+g99NBDXH311Tz44IM8+OCDMcuvuuoqvv3tb8dd9x3veAf33XcfX/jCF3A4HHzve9/je9/7Xky8X/3qV/nYxz4Wt42uri4eeughHnroobjLMzIy+OUvfxmZM22yNm7cyLp169i1axd/+MMf+MMf/hC1vK8vzni3Y/if//kfXC4XDz74II2NjXz+85+PG+dDDz0Ud2iNRBscHOQ3v/kNv/nNb+Iuv/zyy7n//vtjhs04VXNzMz/60Y/iLtPpdNx2223893//94TxzNZcFSLdSK4KkR4kV8VkOB0egoHo4Xc0WgVrnDvHxdQzmUxUVlYmO4wZSavVUFaRQ+GcDJrre2ms6aGn04HNbsRkkaL9dAj3OKk/1jnBM+OrO9rBhZsWYzQbOLY/NAeaVqvBbNVjsRmwWA2YraGfekNiClYFRZmUVeRjsRnR6bT4/QFcDg8tjd2hXl0zVHvLIM318a+FKAosXF5EVu7YPUdSkd6gZUF1AUf3t8csG3F6OVHfR8XCvDhrirSiahkZMKLXT24kMXHmkl6YqqmpYe/evXR3dzM8PIzdbicvL481a9awcOHCZIc35T75yU/y+OOPA6GL8L/97W8nHP4k7MILL+R3v/sdx48fp6Ojg6KiorjPe/XVVyO/hye5FWdHVVWCwWDU2PqzRXZ2Ns8++yxPPvkkf/jDHzh48CD9/f3Y7XaWLFnC5s2buemmmyY19GN5eTkvv/wy9913H8888wytra3odDqWLVvGRz7yEa6//vpx13//+9/Phg0b+OlPf8rLL7/MyZMnCQaDFBUVcdFFF3HzzTfHDPEXtnXrVl544QVef/11Ghsb6e7uZnBwEJvNRlVVFZdddhkf+9jHYsaInQyNRsNTTz3Fj3/8Y/7+97/T1NSE0+mMGTd9sm3dfffdXHvttfzqV79i+/btdHd3YzAYmDdvHm9/+9u55ZZbYuYVSIYFCxbw/e9/n3/+858cOXKErq4ugsEgBQUFnHfeeVx//fVjzps32lVXXYXH4+Ff//oXjY2N9PT0YDAYmDNnDpdddhkf+tCHJn3jwGzOVSHSieSqEOlBclVMxp9+s4f2luiLq8VlmXzwU+uTFNHsEggEGBkZwWw2jztkpThzBqOOBUsKKS7LouF4Ny2NfTgdXjKyTRgMSb+sNqPodKF92OOOPx/RRMLrGY1vfS6BQBDHkAfHkCfquTqdBvObxapIwcpmQK+fmjyqqCqkoqoIizW2SJ+ZZaW4NAeX00NjbQeNtWdWiEtVnW1DNNX2jLl8wZJCcvLGHtIzlWXlWiguy4z53gPoaB0kK8dMdpq+NxGmotUHYuaBElNPUc/kyulZGhwc5Ic//CEPPvggbW1tYz6vuLiYT3ziE3zuc58jKysrcQFOky984QuRobfe9ra38eyzz445HmU8TzzxBO973/sA+N73vsdXvvKVmOe4XC5KS0vp7+9nyZIlHD58eNLtu91utm7dCsCyZctOa46prq4uCgoKJr1OugkEArhcLiwWi5zsn6Y777yT73//+8Dp9RwS4kxIrgqRHiRXhUgPkqvRZsPfPWfi0Z9ul8JUEjkcDvbt28eqVavOeI5pMXmqqtLf66LuSCedJ4dQFMjINsedf0qcvovevpTMLCu/uvcVao/E9kqZSNWSYrZ85hLaWvr5yXf/dkYx6A3aqJ5VFpsBs1UfKZpNRKNRWH1eJcWlOQC4nB52b2ug/lgnHrcPo0nPguoi1qyviBSt2lv72LujnmAw4Zdop1x3xzB1R7rGXL6guoD8YvuYy9NBMKhycFcrLkfsnDt6vZYV55VK0TqNBVQPGvMA88oWUlp++jevz1Rer5dDhw4BoY4wUzGqQsKz5IUXXmDLli10dHRM2Jugra2Nb33rW/ziF7/g4Ycf5p3vfGeCopx6X//61yNFqQsuuIA///nPp1WUArjmmmuYP38+DQ0NfO973+P666+P6bL/H//xH/T390d+F0IIIYQQQgghhBBnT1EUcvKsrLuwgvaWAeqOhuafMlv0WO0y/9TZcjk8ZGZZqVxceEaFqQXVoZGF+nocZxyDzxtg0DvCYP9I1OMGo/atYlWkYGWIKUqGi1J+X4DnntrL7m0N+E+ZL6v2SDsvPn2ANRfM593XrY4UsXZvrzvjuFNBb5eDuqNjF6XmL8pL+6IUhIqPVUsLOfhGa0wx0ecLUH+0m8UriuR4IMQEElqY+stf/sL111+Pz+eLFKW0Wi2LFi1i7ty5WK1WnE5nZB6lQCB04O7o6GDz5s08+eSTbN68OZEhT4l7772Xb3zjGwCUlJTw/e9/n8bGxnHXWbRoEXq9PuoxvV7Pvffey1VXXcXQ0BAbNmzga1/7Gueeey79/f088MADPPXUU0Bo2L8Pf/jD0/OGhBBCCCGEEEIIIWYpjUahpDyb/CI7J+p6aajppqfTQUaWGaNJekqcqZbGbopLc1h7wXxe+stBfKcUdMaj12tZe8F8AHZvrZ/y2LyeAF7PCIN90QUro0kX6mFlM7Buw1tFqV/d9wqNNWMXaXy+ADteraWrfZAtt11CcWkOFVWFaTusX3+Pk9rDnTBGH4R5VbkUlmQmNqhpZLEaKK/KpfF47JCFA70uOloHKS7LSnxgQqSRhH1bdnZ2smXLFrzeUDfHvLw87rjjDj70oQ/FHaZvcHCQ3/72t3zrW9+iu7sbn8/HRz/6UY4cOUJhYWGiwp4S4WIRwMmTJ7nwwgsnXKexsZF58+bFPP7ud7+bn/3sZ9x22210dnbymc98JuY55557Lv/3f/8nw20IIYQQQgghhBBCTBODUUfV0kKKSjOpPdxJW3M/rjfnn5Lh/U5fV8cgLqcHi9XImgvms+PV2kmvu/aC+ZgtBpwON2arlgVLChhxenE5vbgcXjxu/7TE7HH78bj9DPSNUPWJOQA899TecYtSozXWdPHXp/Zy1Y3rmLcgPQtTg32u/8/efYc1dbZ/AP+eTEiYYSNDUBQUZbhHXaWto1qr1jpad+3Q9le1r7X6tm/fLu163dVqa1vrah1V68Bq68YNTlABUUBZsglk5/dHmjQhg4ABErw/18Ul5pyTPDk5zznhuc9z37h1vQDmEmMFh4taZJDGL9ANZcXVKH1YbbTsXmYJ3DydIXSpX7YsQh4nTRaYWrVqFUpLS8EwDDp27IjDhw9bDDC5u7tj1qxZGDNmDJ566ilcv34dZWVlWLVqFT7++OOmarZdeuWVV9CrVy+sWLECf/75Jx48eAChUIioqChMnDgRM2bMAIdDd+jYGk3BJcQxUF8lxDFQXyXEMVBfJXWJ7x0KcaXU4DGhKw3ENSW6KbX5ubo7Ia5nCAJCPHD7ej5KisQQuGhSvtF5tH6y0vPRMTYUQ0fHoTCv3KoAT3h7PwwZHQcAuJtRAIELH4JaAQGlUvVPoEosQ41YjuoqGWRS2wSs2nUMgMjbBdViKZKT7tRr20tJd/Dk8E4QujjB198dhfnldW9kJyrKanDzaj7UZupjtQr1QFBrzyZuVdNgGAZtIn1x5XwO5DLD2X1qlRrpNwrQqWsQBakdDgO1CgCduhtdk0Uv9u7dCwBgsVj49ddfrZ715Ofnh19++QWdOnWCWq3G3r17HS4wdezYMZs/Z3R0NNatW2fz5yWmsdlsKiRLiAOgvkqIY6C+SohjoL5KrBEVE9jcTXisubi4oFevXs3dDAKAYTEICHKHl48QWbeKcOf2QxQXiuEhcgaHS8FDa2WlF0Dk7YqAIBGmzB6AAztTkJx0x2RaP236viGj48DhspGXW2J2xhGbzYKLmxNc3JwMHlcolJog1d8zq7TBq9qBhrrEa9MImmmrJXK5EslnstA3IRK+AZ7IyiiEs4AHFsu+R8arKiS4eSXPqM6SVkCwO4LDRU3cqqbF5Wlm56VdNq6JViOWIzuzGGHtfJqhZaTBVByU3XeBU3tBc7ekxWuywNTdu3fBMAz69OmDyMjIem0bFRWFvn374sSJE7h7927jNJAQ0igWLFiABQsWNHczCCGEEEIIIYSQRsfjc9C+cwB8Alxx61o+CvMq4OTMhdCVT7OnrJRyTlMjKiBIhBHjuiJheCckn8lCRlo+pBI5+E5ctI3y16XvA4C83BLddvXB4bDh6s6Gq7thwEouV2qCVFXaGVaafxVylcnn8fLW3MiRebNhqfgy0vLRNyESPD4XV8/ngmEAZyEPAhcehC78v//lgctrugxJvv7uCA7zgcCFDw6HDYVCieoqKXKyinA3sxCpl/OgVJoOSvm1ckNoW6/H4pj3EAkQEOKOvGzjmW75uRXwEAng6S1shpYRYt+aPN9bu3btGrzdiRMnbNwaQqyjVCohkUjg5OREaRIIsWPUVwlxDNRXCXEM1FcJsX/V1dW4efMmIiMjIRDQ3d32ROTjgm5PhOFu+kNkpBWipFAMdy9ncDh0Pq2LSqXGpTMZCIvwQ1iEPwRCPvomRKJvgvGN7uIqCe5mFNi8NhOXywbXwxluHs66x9RqtSZgVaVNCSjXBax4fM0Qq1Qib9Drabfj//08ajU0QbEqGR6i6p928dgGwSqBC8/ms6v093tt7h5CBASJENGhFYRCIc4cvWVUW8rH3wVh7bwfi6CUVki4FypKaiCukhkty0grREz3YN0xQuwco4CbfzWkUgkAyhzQmJqsRwQFBeHmzZuoqqqqe2UTtNsFBQXZslmEWE2lMn1XDCHEvlBfJcQxUF8lxDFQXyXEvqlUKlRXV1NftVMcLhttO/jBy88FN6/kofBBxd/BBKrDZo2sdE3ASTdzR8gHh8uGQq5EtVgzc6cp6zExDAMejwOeiAN30T+BYLVaDTZHU0eI78Rt0HNrt5PWUfNKLlOivKQG5SU1eu3SzK4S/n1saQNXXF79gqAsFoO4Hm0QEKRJv1ctluJS0h1k3iwwmKkW3ysMnl4uGPZCPELb+mD7D2eg+Dt9oZevEG0ifR+roBSg2XcRHf1w9UKuUWpDhVyFjLRCRMUEPHb7xSExarC5KqjVdF1tbE0WmHr66aeRlpaGU6dO1XtbtVqNU6dOgWEYJCQkNELrCCGEEEIIIYQQQgixPU8vIbo9EYbMtEJk3ipCSZEYHl4Cu68hZC8K88ubNABVXwzDoKZaCg+REG0i/ZCealxvqC5to/wBACUP639Dv/7sKliYXSV04cHJwuwqbVBKIVfiwM4UXEq6ows4aaWn5uHI3quI7x2OoaPjEB0XDADYtv40PLyc0baDH5jH9Lh2FvLQOsIbd24VGS0rL6lBfm45AoI9mr5hhNgpVlO90GuvvQY+n4/79+9j+fLl9dp21apVyM3NBY/Hw2uvvdZILSSEEEIIIYQQQgghxPY4XDbadfJH176t4ebpjOLCKsjqmB1DHEdOliYY0aV3OLjc+s1U4nLZ6NI7HABw6XT962SZo51d9SC7DBmphbhyPhfnj9/BlfM5yEgtxIPsMpSXVEMuUyIswk8XlPpx1TGcO55uFJTSPa9ciXPH0/HjqmNQyJWIjgvGwKEd0a6j32MfbPUNdIXIx3Q9qXsZxRBXSpu4RYTYryYLTLVv3x4rVqyAWq3GO++8g6+++qrOqeZqtRr/+9//MGfOHADAsmXLEBUV1RTNJYQQQgghhBBCCCHEZhiGgW+AG7r3C0NIuBcqyyWoqpBAXbtID3E4hfnlqBZLIRDyEf93kMlaXXqHw1nAg7hSAjZXjZA2Inj5ucBZyAVsHOfRzq4qyq/EvYxipF7Ow6XT9xAY7AUAOLAzBVm3C616rqzbhTi4MwUA0HNABFjsJhtmtlsMwyA80sdkGkW1GkhPLYBSSSniCAGaMJVfdnY2nnnmGSxbtgzz58/Hu+++i7Vr12LChAno1asXQkJCIBAIUF1djezsbJw9exZbt25FZmYmeDwevvjiCwwZMgTZ2dkWXyckJKSJ3hF5nLBYLDg7O4PFoossIfaM+iohjoH6KiGOgfoqIfbPyckJUVFRcHJyau6mkHpwFvAQ2yMY7iJn3L5egNKH1ZTarwXISs9Hx9hQDB0dh8K8cqsCPOHt/TBkdBwA4G5mATxEQniI/plxo1KqUF0tR3WlFNViGcSVUlRXyaBQ2C640a5jADy9XFAtliI56U69tr2UdAdPDu8EoYsTfP3d7TrlYlPhctmI6OCL1MvGKR1rxHLcyyhGeHufZmgZsYqKjaoiJ3DDec3dkhavyQJTrVu3NijwplarcefOHXz66admt9HeMSKTyfD222/j7bfftvgaDMNAoaBp0MT2GIYBh9Nk3YUQ0kDUVwlxDNRXCXEM1FeJNTLSClFdZZiaSODCR9so32Zq0eOFw+HAy8uruZtBGoDFZqFNpC/c3J1xPfk+igur4OklAKeeaeCI/chKL4DI2xUBQSJMmT0AB3amIDnpDuQmUuJp0/cNGR0HDpeNvNwSZKUXGK3HYrPg4sqHiytf95harYZMptQEq6pkEFfJUF0lRU21vEHt1s7wumSmrZbI5Uokn8lC34RIBIf5UGDqb+4iAQJDPPAgu8xoWcH9CniIBGZT/pHmxoJcwgGbTd+BG1uT72G1Wg2GYXRBKkvTlWsHsghpLiqVCgqFAhwOh+4YJcSOUV8lxDFQXyXEMVBfJdY4dywTeTmGA5EBwe4UmGoiMpkMBQUF8PPzA49Hd3c7Ip8AV3TvF4Zrl3KRn1sONw9n8J1oQNRRpZzT1IgKCBJhxLiuSBjeCclnspCRlg+pRA6+Exdto/x16fsAIC+3RLedNRiGAZ/PAZ/Pgaf3P8ENpVKFGrEc1VVSXbBKXCWDso7ZVV7eLgCAzJvGgTFrZKTlo29CJARCft0rP0aCw0UoL60xWVcq82YhXNyCweNTX7c7jApOrjIoFA0L9BLrNdnRHxISYhBoIsSRqNVqSKVSsNl05xIh9oz6KiGOgfoqIY6B+ioh9k8mk+HevXvw9PSkwJQDE7ryEd87FGmX83Av4yEUCi6ELjTI74hUKjUunclAWIQfwiL8IRDy0TchEn0TIo3WFVdJcDejwORMqYZgs1lwcePDxa3W7Cqp0iBYVV0lM5hdpQ2OSCUNG4jXbkez/QyxWAwiOvji6oVcqFSGEy4UchUyUgsRFRtA4+X2hlHC2YMCU02hyQJTd+/ebaqXIoQQQgghhBBCCCHEYfB4HHTq0grOAi5u3yiAUlEDV3cnGrR2UFnpmoCTr787gsN8IBDywOExUMjUqBbLkJNV1CRp7xiGAd+JA76TqdlVmjSAqr+zVPGduA16De12inqmAXwcOAt5aN3OG3duFhktKy+tQV5OOQJDPJq+YYTYAZovSAghhBBCCCGEEEJIM2OxWYjo6AcnZy5upNxHeUkN3EXOFJxyYIX55SjML4eakQP8EkAqAqNuWADIljSzq5zg4uYEhVwBAGgT6Yf01Lx6P1fbKH8AQLXYOGUdAXwDXFFWXI2SIrHRsuzMYrh7OkPoSjMkyeOHEoUTQgghhBBCCCGEEGIHGIZBSBsvxPYIAZfHRunDaqq7ThpVTpZmNk+X3uHg1jMdH5fLRpfe4QbPQwwxDIPwSB/w+Mb7Vq0G0m8UQKm0XAeMkJaIZkwRYgWGYcDhcOguJULsHPVVQhwD9VVCHAP1VWKNYS/GGKVvojojTYfD4cDLywscDg3vtDQBwR7gcNm4cj4bJUXVEPkI6Hzs0BhAydf8a2cK88tRLZZCIOQjvnc4zh1Pt3rbLr3D4SzgQVwlaZLUhI6Ky2WjbQc/pKY8MFpWUy3HvfRihEf6NEPLiBE1C7JqNlhUY7XR0YwpQqzAYrHg7OwMFou6DCH2jPpq09qyZQtEIhFEIhGys7ObuzkEQExMDEQiEWbNmmW07NSpU7rP69SpU83QOo0tW7bA29sbrVq1Qm5ubrO1w57k5uZizpw5iI+PR0BAgO5z2r9/v8F6Z8+excsvv4zIyEj4+Pjo1isvp0EA0jjoukqs4SESwNvP1eDHQyRo7mY9NpycnBAVFQUnJ6fmbgppBD7+rojrGQqhCw+lD8U0c8qBMWoOGLkHGLV9BpGz0vMBAENHxyGsna9V24S398OQ0XEAgLsZBY3WtpbC3dMZgaEeJpcVPKgwmeqPNAM1G+JiZ/C4lF6xsdnn2ZAQO6NWq6FWq8EwDN2hRIgdo75KiGOhwRVNUGrgwIEoLi62uF5iYiJefvllKJVUVJo0HbquEmL/VCoV5HI5uFwuBZFbKC9fF8T1CkHK2WyUPhTD01tI52QHpIYagAoAC4wdzprKSi+AyNsVAUEiTJk9AAd2piA56Q7kcuPvntr0fUNGx4HDZSMvtwRZ6RSYskZwmAjlJTUQVxrX48q8WQgXt2Dw+DRc37zUYNgqqNWUXrGx0bcWQqygUqkgFouhUtFJqbFZutvf0WVnZ+vubt+yZUtzN8cuLVmyRLePGqIl9tXhw4dDJBJh+PDhzd0UQsxq6GysltRXG+qrr75CcXExOBwOPvzwQxw6dAinTp3CqVOn0K9fP91677//PpRKJQICArBmzRocPXpUt56rq2szvoN/zJo1CyKRCDExMc3dFGIjLfG6SkhLU11djQsXLqC6urq5m0IakcjHBXE9Q+As5FHNKUfFKACnh5p/7VTKuUzk5ZaAw2VjxLiumL/4OQwZHYeIDgEICfdGRIcADBkdh3eXjMTwcV11QamUc5nN3XSHwWIxiOjoBxbbODipkKuQkVpI/bu5sRTwCKyGVCpp7pa0eBSCJS0Sh8MBn88Hi8UCwzBQq9VQqVSQSqVQKOz3SwAhhDiSCRMmYMKECc3dDGKlvn37oqSkpLmbgQkTJuDFF19EdXU1BAJK9XT8+HEAwNChQ/HWW2+ZXCc3NxeZmZo/+OfMmYMXX3yxydpHCCGEEPsg8nFBbI8QpJzJRllxDTy8nGnmFLEplUqNS2cyEBbhh7AIfwiEfPRNiETfhEijdcVVEtzNKKCZUg3gLOAiLMIbmTeLjJZVlEnA4XAR2701BC58cDhsKBRKVFdJkZNVRHW8SItCgSnSovD5fPD5fLDNFKjj8XhQKpWQSqWQSo2nzRJCCCGENKW8vDwAQNu2bc2u8+DBP0WS27Rp0+htIoQQQoh98vZzRUyPYKScyUZ5aQ3VcyONIitdE3Dy9XdHcJgPBEI+OFw2FHIlqsUUILEFnwBXlJVUo7hQU1eKYRj0GtgOvQa2g8jbxWh9dw8hAoJEqBZLkZWeTwFB0iJQYIq0GEKhEDweDwAgLSnDnZ92oeCvM5BXVIHr5gL/J3sjbNLz4Is8IBAIwOFwIBZTYUFCCCGENB+ZTAZAM9u7rnUAgMvlNnqbCCGEEGK/fAPc0KlrEC6fy0ZluQSu7k7N3STSQhXml1MAqpEwDIPw9j6oLJdCpVLjham9EB0XDACoFktxKekOMm8WQCqRg+/ERdsof8T3CoNAyEfH2FCIvF2Rci4TKhWl/SOOi2pMkRZBG5RSSmW4+H8fY0/YAFxe8CXy/jiFh2cvI++PU0h59wvsCR+Ii//3MZRSGXg8HoRCYXM3vd5q1+ApLy/H4sWL0atXLwQHByM8PBwjRozAzp07LT5P7VpOly9fxqxZsxAbGwt/f3+TNX4qKiqwdOlSDB48GBEREfDz80NUVBTGjx+PPXv2PFIeXG0dnZycHADA1q1bde9T+6NfY8dUvabff/8dY8eORYcOHeDj42OyJs+dO3ewcOFC9OnTB6GhoQgMDERcXBxmzZqFlJQUi23Mz8/H999/j8mTJ6Nr164ICgqCv78/OnbsiIkTJ2LXrl1mazCIRCLExsbq/j979myj97dkyRLd8i1btugez87Ohkwmw+rVqzFo0CCEhoYiPDwcw4cPxx9//GHwOpWVlVixYgX69++PkJAQtG7dGs8//7wuVVRdGrp/TNWX+e233zBy5EhEREQgMDAQ3bt3x3/+8x+UlpYaba99v1988YXBPqv9k52dbdX70Kp9nCcnJ2PGjBmIjo5GQEAAoqOjMWvWLNy+fduq50tMTMTkyZPRsWNH+Pv7o02bNnj66aexbNkyVFVVWdy2vLwcX3/9NZ5++mmEhYXB19cXERER6NmzJ15++WVs2LABhYWFuvW1tVpOnz4NADh9+rTR/jBXx+VR+mrt4/HEiROYMmUKoqOj4evra/CatY9Tcx4+fIhPP/0U/fv3R+vWrREQEICYmBi89tprOHv2rMX91pBzlSWOfg49fPgwxo4di4iICLRq1QrdunXDokWLDGbUmFOfOlCHDx/Gq6++iri4OAQFBSEgIACxsbGYNGkStmzZoqtjoT0XjxgxQrftiBEjjI5V/bp6W7ZsgY+PD0JDQw2Om6SkJN36P/30U53vZ+nSpbr1b968aXKdK1euYO7cuejevTuCg4MRFBSE7t27Y968ecjIyKjzNax18uRJvPHGG4iLi0OrVq0QEhKCPn364IMPPtDNiNKn33e0vvjiC4N9NmvWLN15wNL+NVWz0BbHWmVlJVatWoXnnnsOkZGR8PPzQ0hICPr37493333XoO9q+9XWrVsBADk5OSbP4fVV+3x08uRJvPTSS+jQoQMCAwPRo0cPfPnll0Y3Gmn7iXa9nj17YunSpQYBPnMkEgnWr1+PkSNH6t53u3bt8Pzzz+Pnn3+2mBJaJpMhMTER8+fPx5NPPqk717dp0wYJCQlYsmQJiouLLb5+7XNLeno6/u///g8xMTHw9/dH+/bt8fLLL+PChQt1vhdCCCEtV2CIBzrGtYJCoYK4krLBEOKIOFw2Ijr6YuzfQSmFXIm92y7i8/f2IHHXZaSn5iH7zkOkp+bh4M4UfPHeHuzddhEKuRIBQSLE9aBMCsSx0Ywp4vD4fL4uKHVs+CsoPH7e7LrKGgnS125BeVoGBvy+Hjw+DwqFos60fiwWCy4uxlNpm9u9e/cwatQoZGVlGTyuLYa+f/9+rFu3zuJd2ADwww8/4N1337U42HL8+HFMnz7dqD5JQUEBDh06hEOHDuGpp57C999/3+T7Sq1W4/XXX8cvv/xicb2VK1fik08+gVwuN3j83r17uHfvHrZt24Z58+Zh4cKFRtsqlUpER0ebDDzl5eUhLy8PBw8exKZNm7Bx40ab7oPKykpMnz4dly5dMnj89OnTOH36ND755BO88cYbyM3NxdixY40GaI8fP44TJ05g7dq1eOGFF8y+zqPsH30qlQqvvfYafv31V4PHMzIysHLlSuzfvx/79++Hn5+fNW+/Xiz11U2bNmHu3LkGx/mDBw+wdetW7Nq1C2vWrMHIkSNNbiuRSDBz5kzs27fP4HGZTIaLFy/i4sWLWL9+PbZt24ZOnToZbX/r1i2MGjXKaIC6uLgYxcXFuH37Nvbv3w+lUolXXnmlnu/akC376ieffIL//e9/j9Sev/76C1OnTkVlZaXB4zk5OcjJycGvv/6KGTNmYMmSJWCxLN8vY825qj4c7Ry6aNEirFmzxuCxzMxMrFmzBtu3b6/zHGiNkpISTJ8+3WQwOzs7G9nZ2bp+YIv6Yvqfea9evRAUFITc3Fzs3LkTkydPtrjtjh07AACdOnVCZKRh3nuVSoX3338fa9euNQrCZGRkICMjAz///DO++OILTJkypcHtl0gkmD17Nnbt2mW0LC0tDWlpafjhhx+wfv16DB48uMGvUx+2ONaOHTuGV155xSiIIpfLce3aNVy7dg3r169v0pply5Ytw8cff2zweaanp2Px4sX4888/sXPnTggEArz33ntYt26dwba3b9/Gxx9/jKSkJGzbts1syufr169j4sSJuptktB4+fIjjx4/j+PHj+Omnn7Blyxb4+voabT9nzhxdcE5faWkpSktLkZycjO+++w6bNm1Cz54963zP+/btw2uvvaYLBANAUVER9u/fj8TERHz77bcYNWpUnc/zKOz1OzAh5B9CoRC9e/emWkOPoZA2IshkCqRdfgA2mwUnAc2qtmtqDiAx/v5AHm8x3VqjY6wmKPXjqmPIul1odl25XIlzx9NRmFeOKbMHICBIhLAIP0rrZ2sqDkpzhGjf1rm5W9LiUWCKODw+nw8ASJn/ucWglL7C4+eR8u7n6LrsffD5/DoDU/b6JX/69Om4d+8epk6dihEjRsDNzQ03btzAihUrkJGRgd27d8Pf3x+fffaZ2edITk7Gr7/+ilatWmH27NmIjY2FQqEwuBP67NmzGDt2LORyOXx9ffHKK68gOjoa/v7+yM/Px2+//YZff/0Vhw8fxhtvvIGNGzfW+72sWrUKYrEYL7zwAvLy8jB06FCjAIi5GW5r167FjRs30KtXL0ybNg1t2rRBeXm5wZ34K1aswIcffggA6NixI6ZNm4bw8HC4u7sjIyMD69evx4ULF/DVV1/By8sLr776qsFraAfC+vXrhyeffBIdOnSAt7c3qqqqcPfuXWzcuBEXLlzAsWPHMH/+fHzzzTcG2586dQr5+fkYM2YMAM0A85AhQwzW8fHxMfn+3n77bVy5cgXTp0/HsGHD4OHhgWvXrmHJkiXIy8vDBx98gAEDBmD27Nm4d+8e3n77bTz55JMQCAQ4d+4clixZgoqKCsybNw8DBgww+TqPun/0ffbZZzh//jyGDRuGF198EcHBwSgsLMT333+PP/74A3fu3MGiRYvw3Xff6bYZNmwYYmNjsWHDBmzYsEG3z2oLCAgw+7qA+b567do17NixAz4+Pnj77bcRHx8PqVSKw4cPY+3atZBKpXj11VcRGhqKuLg4o+3feOMN3WC8dpZVu3btUFpail27dmHr1q3Iy8vDyJEjcfLkSQQGBhps//rrryMvLw9cLheTJk1CQkICfH19oVKp8ODBA1y8eBH79+832GbRokWYNWsW3nzzTaSkpCAuLg4rV640WEebvlTLln113759SE1NRYcOHfD6668jKioKEokE165dM/8BmNjvEyZMgEwmA5fLxYwZMzBkyBAIBAJcvXoVy5cvx7179/Ddd99BIBDojkFTrDlX1ZcjnUPXrFmjC0oFBAQYHMd//PEH1q5di6lTp6KmpqbB+6O6uhojRoxAamoqAOhmSEVFRYHP5+P+/ftISkrC7t27ddsEBATg1KlTSElJwZtvvglAE+Su3Y9atWpl8jX1+yzDMBg9ejSWL1+OpKQkPHjwwKgvad24cQNpaWkAoDuv6nv33Xfx/fffAwB69+6N8ePHo3Xr1nB2dsb169exdu1a3Lx5E3PnzoWfn5/R+dgaarUaU6ZM0c1cHTx4MEaOHInQ0FCwWCwkJydj9erVyM3NxZQpU3Dw4EHdftGe8wCgb9++AIBp06Zh2rRpuuf38PAAAN2MVXP7V3/f2uJYO3nyJMaOHQuFQgE2m42xY8di6NChCAoKgkQiwa1bt3DkyBEcOnRIt8306dMxYsQIfPbZZzhw4AACAgKwffv2eu9Tc44cOYLk5GR069YNM2fORJs2bVBcXIxvv/0WR44cwfnz57Fs2TJ4eHhg3bp1SEhIwMsvv4yQkBA8ePAAS5cuxcWLF/Hnn39i48aNmDp1qtFr3LlzB88++ywqKirg6uqKGTNmID4+Hq1atUJJSQkSExPx448/Ijk5GRMnTsSBAweM0ioqFAq0bt0aw4YNQ3x8PIKCgsDhcJCTk4Pjx49j8+bNKCkpwaRJk3D69Gmz130ASE1NxW+//QY/Pz/dbEy1Wo2//voLy5cvh0QiwZw5c9CvXz94e3vbbF/XZq/fgYl9OfnHbZQ+NJy56OktxBNPt2umFj1eGIahvvqYYhgGbSN9Ia2RI/NmEVhsBjw+DfPZKwbUT4mxsAh/AMCBnSkWg1L6sm4X4uDOFAwf1xWt21JgyvYYAHRtbQqM+lFyb5EWRSKR6FJGRUdHGw14miOTyVBYWAhfX1+L21yftxiVN+/YpK1aPr3j0e2rhZCWlGFP+EAoayRWb8t2dsJzd46CL/LAhXmfouiM5TRuKpWqzrv59blGhiP66/esXt9aS5YsMUh3tn79eowePdpgncrKSgwbNgzXr18Hi8XCiRMn0KFDB4N1YmJidHcEd+jQAfv374e7u7vR68nlcnTr1g3Z2dl48skn8dNPP0EgMC6w+tNPP2HOnDkAgJ07d2LgwIENen/ado0fPx6rV682u152drZBarxx48Zh9erVJi8cN2/eRP/+/SGXyzF//ny8++67RuupVCq88cYb+PXXX+Hi4oKrV6/qBgUBzQBkVlYWwsPDzbZp8eLF+PLLL8EwDM6fP29UoF6/zatWrbI422DLli2YPXs2AM0fHBs3bsSwYcMM1rlx4wb69+8PlUoFb29vVFZW4vfff0fXrl0N1jt8+DBefPFFANDNrrL1/jl16pRBqqlFixZh3rx5Bs+hVqsxZswYHD16FBwOB6mpqUaDafrHd0PuxFepVJBIJHBycgKLxTI4zoODg/HHH38YzdQ6efIkRo8eDYVCgfj4eBw5csRg+R9//IFx48YBAPr3749ffvnF6Fynf/yPHDlSF1wDgLt37yI+Ph4A8Pnnn5udEaVWq1FeXm6wXwFNmsvTp0+jT58++P33382+d1v1Vf10W/3798e2bdt0NwDUpn+cXr58GSEhIQbLExISkJycDDabjV9++QWDBg0yWF5WVoYhQ4bg1q1bYLFYOHnyJKKiogzWsfZcZS1HPIcWFRUhLi4O1dXVZo/jEydOYMyYMbpZW6bOofr9dO/evbqAiJb+jKwZM2bg888/N3lOlclkKCsrM5gxUtdz69M/bpKTk9G6dWvdstTUVN22//3vf3XBmNr++9//Yvny5WCxWLh69apBAOvo0aO6z3T58uV4+eWXjbaXSCQYN24cTpw4geDgYFy6dKnOmXG1aT8zLpeLzZs3IyEhwWidsrIyDB06FDdv3kSPHj1w8OBBo3W0fW7+/PlYsGCBydeyZv/a4liTSCTo0qUL8vLyIBAIsG3bNrOfZW5uLoKCggwemzVrFrZu3Yrg4GBcuXLF5Hb1oX8+Gj58ODZs2GAw20mpVGLIkCG4ePEiXFxcoFAoMGXKFKNgcnV1NXr16oWcnBx07NgRJ0+eNHqtwYMH4/z58+jcuTN27twJLy8vo3WOHDmCcePGQaVSYenSpUaz+rKystC6dWuzf8SmpqZi8ODBqKqqwrx587Bo0SKjdfTPLbGxsdi9ezfc3NwM1tm+fbvuBhFT13Vbqn1dfdxZ+3fP42bzmjPIyzGsQRIQ7I6Jr/dqphY9XmpqapCeno6IiAg4O9Pd3Y8jhUKFq+dzkJ1ZDE8fITgcOl/bIzWjALgVgNwNjJoCiATw9XdH9yfao1osxRfv7YFcrrR6Wy6XjfmLn4NAyMf5k7eoFpgNKVUyKFnlaN++HQKDG+8GMEcjk8lw/fp1AECfPn3g5PTo9Q3pakWaTOXNOyi/dMOmP/59NAPwd37aVa+gFKBJ65e18TcAgH/fbnW+VmVKWr3aZusgnCnPPPOM0YAqALi6umLp0qUANAMKP/74o8Xn+fLLL80O9O7atQvZ2dlwcnLCmjVrTA5yAcDkyZN1g++m0tg0Jnd3d7MDqACwevVqyOVyxMXFmQy6AJpUNZ9//jn4fD6qqqqwZ88eg+UMw1gMSgGaQUUvLy+o1WqTg48NNXLkSKOgFKCZ2aRNBfTw4UO89tprRkEpAHjqqacQHKwpomlqdokt9o++2NhYzJ071+hxhmF0g2cKhaJR6mOo1WoolUqT9VM+/vhjk+kDn3jiCUyaNAmAZpC8di0t7cwuLpeLlStXmhyImjx5Mvr37w9AM9MoPz9ft6yg4J+7l3r37m227QzDGAWl6sPWfZXFYmH58uVmg1J1uXTpEpKTkwEAkyZNMgpKAZoZIfrnKv2AnimWzlUN4Sjn0K1bt+pSeZk7jvv166c7jhuivLxcV9cpNjYWixcvNntO5fF4JtOYNUTtvtqhQwddEFCbqs/UNtoaYH369DGaVbV8+XIAmkCGqaAUADg5OeHzzz8HoEkraSpQUVe7V6xYAQCYOXOmyaAUoDnG//vf/wIAzp07h8zMzHq9Tn3Y4ljbtm2bLuXov//9b4sBxtpBqcYkEAiwbNkyoxR8bDZbFxyqqqqCl5eXbn/X3l57g8GNGzdQUVFhsPzMmTM4f14z6/6bb74xGZQCNMF2bYDQ1PkzLCzM4p2VHTp0wEsvvQQAOHDggNn1tFauXGkUlAI0swS1M4gfZdaoNSxdVwkh9kGpVKKiogJKpfUDmqRl4XBYiO7SCn5Bbih9KIZKReds+6QGWHLNv4QACA7TzJ6/lHSnXkEpQJPWL/lMlsHzEBth1OA6qczWkCe2Q4Ep4tBcwjWD7QV/nWnQ9vl/JmmeJ6zpBldsydKMmy5duuhqbpiqFaLVqlUr9Opl/m5GbYCld+/edaaK0Q66N3VB7sGDB8PV1dXscm26oeHDh1scMHJ3d9cNiNb1HlQqFfLy8pCeno7U1FSkpqbi1q1bugHSGzdu1PdtmGWpfkR0dLRV63Xs2BGAZvZObbbeP6NHjzb7PPqz3Ey1pbF4eHhg6NChZpdPnDhR97t+f1EoFEhK0pwnBg4caHEgVhsUUCgUutmnAODv76/7fcuWLfVvvJVs3Vd79OhhNAOqPvT3o3Yg1pSePXuiXbt2RtvUVte5qiEc5Ryqff36HMf1deLECV3wa+bMmWZr8DQFbS28a9eu4datW0bLz549i9zcXADGafwqKip0aUD1Z3Ga0r59e10Aor7XrZs3b+pqk9X1OvoB6ca8PtriWNOmJRQKhY8U6LS1AQMGwNPT0+Qy/evgs88+a5Rez9R69+7dM1im3XcRERFGsyNr0+67lJSUOuvdlZWVISsrC2lpabrvCtog9q1bt4xqOurr0KGD7tpdG8MwunqGTXktJYQQYr94fA46dw2Gh5cApQ/FdEMBIQ5A4KK5CTTzZsNS8WWkaW6IFQgbdjMpIc2t2eaOXrhwAefPn8fdu3dRUVFh8Q8zfQzD6GoGEMJx0dwNLK+oatD28kpNLnSOq+naRfbOVC0cffHx8bh58yYyMjIgk8lMzvQwN+ihdfnyZQDAX3/9ZZBSx5LCwn/y4srlcqSnp5tdNyIiwuwgkrUsDSLl5OTg4cOHAICPPvoIH330kVXPqf8etNRqNbZv345Nmzbh0qVLFmu51C4Y/yhqpwTUp38ntaX1tANhVVWGfcWW+0dLG2QwRX9gsXZbGlPnzp0tpunq1KkTeDweZDKZrr4OoBnw0w7Wd+nSxeJr6M9W09a+AYDQ0FD06tULZ86cwZo1a/DXX39h+PDh6Nu3L7p27Wp2VkN9PWpfra2uc0NdtPuAx+PpBlDN6dKlC27fvo3MzMwGn6sawhHOocA/+7I+x3F9Xb16Vfe7rQOA9TV69Gh89NFHUKvV2LFjh1G6M+1MKj6fbxQUunbtmu7OtldeecVs6szaLPUFU7SfK6CZeWet+r5OfdjiWNMeBzExMTY7N9mCNdc3AGjbtq1V69W+/mj3XXp6utX7Ti6Xo7S01KhOVGpqKr755hv8+eefBjNma1OpVCgrKzNbZyoiIsLi62uvp015LSWEEGLfhK58dO4WjEun7qK8tAYeIvu5lhNCjHE4mpsBpRLrxsRr027H4TbfTYWEPIomD0xt374dCxcuxJ07DU9zRoEpoqWo0gwYc91cGrQ99++AlKJSXMea9slS0WwAulRLarXaqB6IVl2pw7RBi/rQD9jk5eVZTAVkqi5NfVl6D0VFRQ16ztpBJ4lEgkmTJhnVHzJHIqlfaklLLA0O6td7sGa92ik+bLV/9FnKba/f3qZMN1LX7AEOhwNPT08UFBSgtLRU97j+79b2t9rbAZo6RlOnTsWFCxdw69Yt3Lp1C1999RW4XC66du2KMWPGYPz48Y+Uo/dR+2ptj5oyT7sPPD0966zdo01N9yjnqoZwhHMo8M++rM9xXF/6Nd1MpQpsSkFBQejVqxeSkpKMAlNyuVyXSvSpp54yOk4b45xmSkNfRxvobgy2ONa0x0FzHwO1WXtdaej1x1bHzc8//4x58+bVOZNKy9J3hboCg+au64Q0B4GQBxc3vtFjhJCmJ/IWomN8K1w+ew/iSimErjSTghB7pVBovsfxnRp2s7Z2O0U90wASYi+aNDD13//+V3c3fkOnFVtKM0Xsm2uk5fo8DSEt0RT38xvUC3l/nKr39v5PatKxSEsr4N7F8l3varW6XsdfY7zf2mzRH+pK16Qd8EhISMCHH374yK/XGCy9B/0Bm3/961947rnnrHpOodBwFt3XX3+tC0r16dMH06dPR0xMDHx9feHs7KwbIBo2bBjOnDnjMKkTbLV/7AXDMHBycjLqG8197QgMDMShQ4dw/Phx7Nu3D6dPn9alcTpz5gzOnDmDVatW4ZdffrF4x78ltu6rtkrlZqt93xip5RztHNrcx3FjMPeexowZg6SkJNy7dw/nz59H9+7dAWhmA2mDJ9qUf/r0z2n/+9//dNvVpb6BT/1841u3btXV8atLXcHQR+EI12t7pf08o6OjsXbtWqu309Z5AoDbt2/rglI+Pj6YPXs2+vXrh5CQELi4uOhmh2/atAlvvfUWgIb/PdSUzF1XCdH3/CTLs8pJ4+Lz+Wjbtm2D64KSlicg2B3iSn+kXXkADpcNvlOzJUsi+tRsQO6q+ZcQANVVUrh7CNEm0g/pqXn13r5tlKZsQLVYauumPd5UbIhL+OCE0002ja3Jrk5JSUn473//C4ZhoFarIRQKMWzYMMTFxcHLy+uRU3kR+xf99Xs2f07tXfjhk0fh2n9XQllj/SwVtrMTwidravIIu3ZEr/3rbd6+xlZYWGix5o02RQ/DMA2ebSASiZCXlwe5XF5n3QVTQkJCDO7Eb2r6KXm4XG6D3oNarcamTZsAaFJc7dmzx+DOa321Z8rYO1vsH3vCYrFMfjZ13Q2vUCgMZvho6f9e13Pop8QyVwulf//+6N+/PwDNzIRjx45h48aNOHHiBLKysjB9+nSL9YwsedS+amvafVBSUgKFQmFx1pR2hs+jnKsawhHOoYAmaFJQUFCv47i+9M8FBQUFCA0NbdDz1Je5c+nIkSOxYMECyGQy7NixQxdg0qbxc3Nzw9NPP220nf77EAgEjdYX9Pu4fv295mSLY00kEuHBgwcNmnXnyLSfp1gsbvC+27p1KxQKBdhsNn7//XezaW0d7XuCuesqIcR+cLlcg5qmhDAMgzaRPhBXSXE3/SE8vYXgcOhc3twYsAAlpVck/8jJKkJAkAhdeofjz9+vQV6PmU9cLhtdeofrnofYEgsyMRccNgX1G1uT7eFVq1bpfh80aBC2bNliMiUOIfWhUCigVCrBF3kgfPIopK/dYvW24VNGgefpDqVSWWfKFZVKBaVSCTabbVd/nKekpFgcVE1JSQGgqc1gqjaKNTp16oS8vDykpKSYrbFiS7a+I7d169Zwc3NDRUUFzp0716DnKC0t1Q3SPffcc2aPgaqqKmRkZJh9Hnu829gW+8eWHnUfmeur165dsxgcuX79uq4uT1RUlO7x1q1bQyAQoLq6GpcuXbL42vrL9Z/DHJFIhFGjRmHUqFGYOHEiDh48iGvXriEzM9Ognoq1+6Sp+2pdtPtAJpPh2rVrFus5JScnA3i0c1VDOMo5NCoqCgUFBfU6jusrJiZG93tSUlK9A1MN7bv6M4/0eXh4ICEhAQcOHMDu3bvx2WefQSqV4uDBgwCAESNGmLwzvFOnTrqboM6dO4exY8c2qF116dy5s+73c+fOoWfPno3yOvVhi2MtJiYGDx48wOXLl1FdXW1XdaYaU+fOnXW1bwsKChqUyvDmzZsANLOuLNVa1K9P5gjs9TswIeQfcrkcxcXFdMMvMcBis9AhNhA1YhkKHlTA29cFDMv+/h59nKihAtgSQOmkCVKRx15hfjmqxVIIhHzE9w7HuePm67PX1qV3OJwFPIirJCjML2/EVj6OVOAJ5VAorUvPTRquyc6Ep05p0qy5u7tjx44dFJQiNiOVaqasxn3xLnz7W5eyx29AD8R9/q7B9pao1WpIJBK7S7mybds2s8uSk5ORlpYGALoZGg0xePBgAEBFRQW2bLE+8NdQ2oFGaz4Xa7DZbDz11FMAgKNHj+LWrVv1fg79wKWl+iA///yzxSCn/iBqQwePbc0W+8eW9GssNeQYMNdXS0tLkZiYaHa7zZs3637X7y8cDge9e2tSfh47dgz37983+xw///yzbps+ffrUq939+vXT/V5cXGywzNo+0dR9tS76+1F//9Z2/vx53XH3KOeqhnCUc+iAAQMA1O84rq8nnnhCl6Jz/fr19a5bo39+q0/ftXRdHTNmDABN7aSjR4/iwIEDunOwqTR+gKYOV9euXQFoZlc1pO6SNWJiYhAYGAgA+Omnn2xaV7ChbHGsPfPMMwA017qffvqp3ttrz+H2co2zlnbfqdVqfPvttw16Du3139L3hPz8fIt92B7Z63dgQsg/pFIpMjIybPb3E2k5eHwOOnUNgpuHM8pKqulc3twYJcCt1PxLyN+y0vMBAENHxyGsnXVj5eHt/TBkdNzf2z9emQ6aBEsJoUgKhdyx/qZxRE0WmCosLATDMBg0aFCTpukhLZ9UKoVMJgObz8OA39cj4rUJYDs7mVyX7eyEiNcnoP/edWDzeZDJZA79Bf7gwYP47bffjB6vqqrC3LlzAWhSsEyZMqXBrzF+/Hi0atUKAPDBBx8gKSnJ4vpnz57F6dOnG/x62jQUd+/ebfBz1DZnzhyw2WyoVCpMmTLFYnBBqVRi+/btBut4e3vD3d0dALBz506Tx0xycjIWL15ssR0ikUh3B3tWVlZD3kqjeNT9Y0v6d6nbeh/9+9//Nki3p3X69GndAGxsbCzi4+MNls+YMQOAZqD1rbfeglwuN3qOTZs24ejRowCAZ5991iCdyrVr13Dt2jWz7VKr1br0fQzDICQkxGC5dp/cu3fP4h+TTd1X69KlSxfdLKmNGzeaTFFYUVFhcK6aOnVqo7XHFEc5h44bNw7Ozs4ArDuOG8Ld3R2TJ08GoJnRsXDhQrPHm1wuN0orqH/M2+r8PXjwYLi6ugLQBJm0afwCAgIsBn/feecdAEBlZSWmTJmC8nLzdxBKpVJ899139Q4ssVgs3TFy9+5dvP766xa/T1RUVGD9+sZNGWyLY23s2LG6ukmffvqpxXOEqeuA9nxVVFSEysrKerW/OQ0aNEh37l+5cqXJ84K+1NRUowCTdqZrZmamyRnI1dXVmDlzJmpqamzUakIIIaRuLm5OiO7SCmwOC+JKxx37IKSlykovQF5uCThcNqbMHoAe/SPA5ZquQ8blstGzfwQmz+oPDpeN68nZOHrgRhO3mBDbabJUfh4eHigqKoK3t3dTvSR5jIjFYgAAj89D1+Xvo9N/3kTWxt+Q/2cS5JVicF2F8E/og/BJz4PnqQkwyGQy3XaOKi4uDjNnzkRSUhJGjBgBV1dX3LhxAytWrEB6umYK8IwZM9CxY8cGvwafz8eGDRswYsQIVFVV4bnnnsOoUaMwdOhQhIaGQqVSoaCgAJcvX8b+/fuRmpqKzz//vN4zRrS6d++OkydPIjk5GcuWLUNCQoIulZCTk5PuDvX66NChAz766CMsWrQIt27dQp8+fTB58mQ88cQT8PX1hUQiQU5ODi5cuIC9e/ciPz8fp06d0g3wsVgsvPDCC/juu+9w48YNDB06FG+88QbCw8NRUVGBw4cPY8OGDRAKhfD39zebzo/D4SAuLg7nzp3D5s2b0blzZ0RHR+tSbnh6epqtTdSYHnX/2JK2jgwALFq0CPPmzYOfn58uTVhISIjFWkXmREdH49atWxg4cCDmzJmD+Ph4yGQyHD58GGvWrNGlR/viiy+Mtn366afx3HPPYc+ePTh69CiefvppvPHGG4iIiEBZWRl27dqlm6ni6emJTz75xGD7a9euYfbs2YiPj8czzzyDmJgY+Pr6Qi6XIzs7G5s3b8axY8cAAEOGDDGqEdC9e3ds2bIFRUVFWLRoEcaOHQs3NzcAmpoCwcHBAJq+r1pj2bJleOqppyCTyfDiiy/ilVdeweDBgyEQCHD16lUsX75cF8SYPXt2k9fpcZRzqK+vL9577z188MEHyM7ONjiOpVKp7jgOCAhATU1Ng2cJLVy4EMeOHUNqairWr1+PCxcuYPLkyejQoQN4PB4ePHiAM2fOYOfOnVi0aBEmTJig2zYoKAiBgYF48OABVq1ahcDAQLRt2xZstuaPKh8fH12QyVpOTk549tlnsXXrVhw4cEA3C2f06NEWU4o99dRTePXVV/Htt98iKSkJPXv2xJQpU9CzZ0+IRCKIxWJkZWXhzJkz2LdvH8rKyjBu3Lh676+pU6fi2LFj2LdvH/bs2YOrV69i8uTJ6NKlC9zc3FBZWYnbt2/j9OnTSExMBJ/PxyuvvFLv17GWLY41JycnrF27FqNHj0Z1dTWef/55jB07FsOGDUNgYCCkUinS09Nx+PBhJCYmIj8/36AN2nO4SqXCvHnz8Morr8DLy0u3PDw8vNHe/6Nav349EhISUFpaiunTp2P79u14/vnnER4eDjabjaKiIly7dg2JiYm4ePEiZs2apZtpBWiCeuvWrYNKpcK4cePw5ptvomfPnuDz+bhy5QrWrFmDzMxM9OjRwy5S5xJCCHl8+Aa4oX2nAFy/lAsuTw6+E6V8JMSepJzLBAAEBIkwYlxXJAzvhOQzWchIy4dUoumzbaP8den7AOB6cja2/3gWCrkSbh5O8PJ1ac63QEiDNFlgKiIiAkVFRUZ/wBJiK2KxGAqFAnw+H3yRByLfnorIt43vvlcqlZBKpQ49U0prw4YNGDlyJL7//nt8//33RsuHDx9uNEjeEN26dcPevXsxbdo03L9/H9u3b8f27dvNrl/fwUd9U6dOxYYNG1BaWoqPPvoIH330kW5Znz598PvvvzfoeV9//XUIBAIsWrQIFRUVWLlyJVauXGlyXR6PZ5BSDtDMUjh37hyuXbuGlJQUo8FFT09P/PTTT1i8eLHFOlNz5szB+PHjUVJSYvQc8+fPx4IFCxr0/h7Vo+4fWwkPD8fIkSOxe/duHD16VDcLSevy5ctGM4qs0alTJ8yYMQPvvPMO5s+fb7Scx+Nh9erVuhRgta1ZswZKpRL79u3DlStX8OqrrxqtExAQgG3btpkNniYnJ+tqKZnSvXt3rFixwujxUaNGYdmyZbh79y7Wrl2LtWvX6pYFBwfjypUruv83ZV+1RqdOnbBlyxZMnToVlZWVWL16NVavXm203owZM/DBBx80altMcaRz6OzZs5Gbm4t169YhLy/P6Dj28vLCDz/88EizzgQCAfbs2YPJkycjKSkJly9frlc9nLlz5+Kdd97BvXv3MHHiRINlq1atMghkWeuFF17A1q1bDW4kMZfGT99nn30GT09PfPXVVygoKMDnn39udl2hUKgLoNUHwzD4/vvv8d577+GHH35AVlYWPvzwQ7PrN8XNWbY41p544gls3boVr7zyCsrKyrBlyxarUwP269cPXbt2xcWLFw1muWmVlJTU7w01obCwMBw6dAiTJ09GWloaEhMTLabdq73v4uPjsWDBAixZsgTl5eUmzx2zZs1CVFQUBaYIIYQ0udYR3qgql+DO7SKIvNlgc6jGESH2QqVS49KZDIRF+CEswh8CIR99EyLRNyHSaN2Sh1U4c/Q2zhy9BW2Ci8y0QghceLqgFSGOoskCU+PHj8fp06dx8uRJSCSSRhvUJI83bcCJw+GAz+eDxWLpiqCrVCpIpVKLNYDMYRgGbDa7wcXdG0toaCiOHj2KVatWYd++fcjNzQWHw0F0dDQmT55s1eCdtbp164aLFy9i69atSExMxLVr11BcXAwWiwUvLy+0a9cOffr0wfDhwxEREdHg1wkMDMSRI0ewdOlSJCUl4cGDBzar3TF58mQMGTIEP/74I44ePYqMjAyUl5eDz+cjICAAUVFRGDhwIIYPH25whzcAuLm54eDBg/jmm2+we/du3LlzBxwOB4GBgXj66afx6quvWjWD6Omnn8bu3bvx7bffIiUlBQ8fPjSZGq45PMr+saVvv/0WsbGx2Lt3LzIyMlBVVQWVSmXVtpb66qRJkxAVFYU1a9bg3LlzuiLR/fv3x1tvvYXISOMvfVpOTk7YuHEjEhMTsWXLFly6dAnFxcUQCARo06YNhg0bhhkzZsDFxfgupdGjR8PHxwfHjh1DSkoK8vLyUFRUBIVCAW9vb8TExOD555/HqFGjTM4CcXFxQWJiIpYuXYqjR48iNzfXYg2Tpuqr1ho0aBAuXbqEtWvX4vDhw7h79y5kMhl8fHzQq1cvTJ06FT179mz0dpjiaOfQJUuW4Mknn9SdP2pqahAYGIiEhAS8+eabNpnF6OXlhX379mHfvn3YsWMHLl68iOLiYjAMA39/f8TExGDYsGEYPny40bbTpk2Dj48PfvzxR1y/fh2lpaV1XnPruq7269cP/v7+uhub2rdvj06dOtX5PhiGwfz58/Hiiy/ihx9+wMmTJ3H37l1UVFTA2dkZrVq1QufOnTFw4EAMGzZMlyqxvrhcLr766itMmzYNGzduxKlTp5CbmwuxWAyhUIjQ0FDExMQgISFBV7+psdniWHvyySeRkpKCDRs24NChQ7rrgUAgQHh4OHr16qWrAaaPxWJh586dWLFiBQ4dOoS7d+9CLBY7TE2Ltm3b4sSJE9i9ezf27t2LlJQUFBcXQ6lUQiQSoW3btujRoweeffZZxMTEGG0/f/58xMXFYe3atUhJSUF1dTW8vb0RHx+PqVOnYuDAgXZRA7A+7PU7MCHkH2w2G25ubg26yYI8PlgsBpExAaiqlKIovwJevi50bm9yDKDiav4lxISs9AJkpRfA198dwWE+EAj54HDZUMiVqBZLkZ72AEf23IBSaTg+olSqcftaAaK7tgKbTUHnR6ZmIJewLGbpILbBqJvoL8Wamhp06dIFt27dwoIFC/Dpp582xcuSepBIJLpaAtHR0bpaOHWRyWQoLCyEr6+v1duQhluyZIku3Zg933lMiD2IiYlBTk4Oxo8fb3KmDnn80DmUEEJIQ9HfPYQQR1dRVoMLJ7JQUyODp5ewuZtDCKmnwrwKZKYVmVzmE+CKtlG+TdyilkepVKG8pAa9BrWFtx+lSNSSyWS4fv06AE1GK1tMOmqyGVPOzs7YuXMnEhISsGTJErBYLLz//vv0hZ44BP34Ld1VRIj9or5KiGOgvkqIY6C+Sqzx63fnkX+/3OAx/1buGDuju5ktiC2p1Wqo1WowDEP9lNTJzcMZHeICkXzmHqqrpBC48Ju7SY8NNfSuqTRrijSQb4AbKsskKMyrNFpWlFcJN3cn+Aa6NUPLWhI1ALXDZH1wZE0WmNq4cSMATY2Ejz76CJ999hnWr1+P4cOHo1OnTnB3d7f6S9SkSZMas6mEGFGpVKiuroZAIKAUCYTYMeqrhDgG6quEOAbqq8QacrkSMqnS6DHSNMRiMS5fvozY2FiTaaUJqc0/yB1to3xx82oeuDwOuDw6vzcJRgHwSwCpCFBzm7s1xIG1bueNqkopqqtkRsvu3H4IoSsfQlcKOjcYSwHPYDGk0hoAjVuX+3HXZIGpKVOmGASe1Go1CgsLsWHDhno9D8MwFJgihBBCCCGEEEIIIaSeGIZB2yg/VJRJcP9eKbx8XcBi0QweQhwFm81Cu2g/XLuQC6XScFaPWqXG7esF6NQtCBwO1Ugi9q1Jj1DtFHP9qXD6j1n7QwghhBBCCCGEEEIIqT82h4WO8a3g4SVA6cNqGmsjxME4C3hoY6aelKRGjsy0QurXxO412YypyZMnN9VLEUIIIYQQQgghhBBCzBAIeYiOb4WLp+5CXCmFi9ujF7InhDQdL18XBARLkJdTbrSspEiM/NxyBAR7NH3DCLFSkwWmfvjhh6Z6KUJatAULFmDBggXN3QxCHMKVK1eauwnEztA5lBBCCLGtNlG+8PYzrMHgLnJuptYQQurD288V7Tr64XryA3D5CvD5TTZMSAixgZA2Xqgsl6CqQmq07F5GMVzcnODqTkFnYp/oikOIFVgsFoRCoUGdNEKI/aG+SohjoL5KiGOgvkqs0XNAm+ZuwmNNIBCgW7du4HK5zd0U4qBat/NBRVkN7mYUQ+QjBJtNdWkahZoDSLzRxFVVSAvHYjFoF+2PqxdyoJCrDJap1cDt6wXo3D0IXC67mVrogFQclD0QgN+WAnqNjc6GhFiBYRiwWCz6o5wQO0d9lRDHQH2VEMdAfZUQ+8discDn88Fi0fAOaRgWi0FUbCC8fF1QVkz1phoLAwYM2GBA11RiW3wnDtp28DO5TCZVICOV6k3VDwO1kgWGoetqY6M9TIgVVCoVampqoFKp6l6ZENJsqK8S4hiorxLiGKivEmL/JBIJ0tLSIJFImrspxIHxnbiIjm8FvhMXleV0LDUGNaOAmlsGNaNo7qaQFsjTS4BWrT1NLisrrsb9e2VN2yBHxigh9KqBTG6cHpHYFgWmCLGCWq2GQqGgOwwIsXPUVwlxDNRXCXEM1FcJsX8KhQLFxcVQKGiwmzwaT28hIjsHQCFXQVojb+7mtEBqgC3V/EtIIwgO84S7p+kajzl3SlBeWtPELXJQjAo8gRIqpbK5W9Li2bTG1IkTJwz+369fP7PLHoX+8xJCCCGEEEIIIYQQQh5NSLgI5aXVuHOrCCIem+pNEeJAGIZB246+uHo+F3KZcVAl/e96Uzy+TcMBhDSYTY/EAQMG6PKPMwxjcMeO/rJHUft5CSGEEEIIIYQQQgghj4ZhMYjsHICKcgmKC6rg5SukOoOEOBAej4N20X64kfLAaHKeXK7E7RsF6BgbCIZF/Zo0P5vf+qBWq3U/lpY9yg8hhBBCCCGEEEIIIcS2eHwOouNbQSDkoaKM6k0R4mjcPJwREi4yuayyTILsOyVN3CJCTLPpjKl+/fqZvZPC0jJC7B3DMODz+XQME2LnqK8S4hiorxLiGKivEmL/eDweQkNDwePxmrsppAXxEAkQ2TkAV85nQ1Ijh5Mzt7mb5PjULEDuovmXkEYWGOKBynIJSh9WGy17kF0GNw8neHoLm6Fl9svX3x3BYT4QCPlgsRlwuWyw2AykUillb2skNg1MHTt2rEHLCLF3LBaLvugT4gCorxLiGKivEuIYqK8SaxTlV0IuMxyw4fI48PF3baYWPV54PB6Cg4ObuxmkBQpq7Ymy0mpkphWCy2WDzaGAyqNgwAaUFAggTYNhGLSN8sXVC7mQSoyDKumphejcLYiCzgDCIvwQFuEPgZBvcjmPx4NSqYRUKoVUKm3i1rVsVO2MECuo1WoolUqw2Wy6Y5QQO0Z9lRDHQH2VEMdAfZVY44/friMvp9zgsYBgd0x8vVcztejxolAoUF5eDnd3d3A4NMRDbIdhMWjfyR+VZRIU5VfAy9eFrgWPQA0VwJIBKh4Y21dWIcQIh8tGu2h/XL+Ui9qVcZQKFW5fL0B0l1ZgPab1plgsBnE92iAgSJP2sFosxaWkO8i8WQCpRA6+Exdto/wR3ysMAiEfAoEAHA4HYrG4mVvectC3FkKsoFKpUFNTA4FAADab3dzNIYSYQX2VEMdAfZUQx0B9lRD7J5FIkJaWhtjYWLi4uDR3c0gLw+NxEN2lFc4fl6K8tAYeIkFzN8lxMUqAVw5IRZTOjzQZFzc+Wkd4I+v2Q6Nl4kop7qY/RHh7n2ZoWfPTBqUUciUO7EzBpaQ7UMiVBuukp+bhyN6riO8djqFj4nSZBCg4ZRt0JiSEEEIIIYQQQgghhBhx83BGVGwg1Co1aqplzd0cQkg9+bVyg7ef6RsXCu5X4GFBZRO3qPmFRfjpglI/rjqGc8fTjYJSWnK5EueOp+PHlcegUCjB4/HA55tO+0fqhwJThBBCCCGEEEIIIYQQkwJDPBDe3hdVFVKzg7eEEPvEMAzC2/vAWWC6nlTmzSLUiB+voHNYhD8A4MDOFGTdLrRqm6zbhTi4IwUAKDBlIxSYIoQQQkiTE4lEEIlEWLJkSXM3hQBYsmSJ7jMxJSYmBiKRCLNmzWrilhmi48aQUqnE2rVrkZCQgJCQEN3+eemllwzWKykpwfvvv48ePXogMDBQt96aNWuaqeWEEEIIcSQMwyAi2g/+Qe4oLa6GWqWueyNCiN1gc1ho18nfZD0plVKNW9fzoVSqmqFlTc/X3x0CIR/VYimSk+7Ua9tLSXdQLZaCzWZTXUcboD1IiJVYLIrjEuIIqK8S4hiorz66GTNmYM+ePRbXqaiowDPPPIPMzMwmahVpaaivkrr0faodJDVyg8ecnE3flU1sj8ViQSAQUF8ljY7LZSM6vhWqq2QoK62BpxfVm6ofBlCxNf8S0gwEQh7CI32QkWo8Q6hGLMedW0VoG+ULhmnZx2hwmKam1qWkO5DXcwaoXK5E8pks9E2IBJ/Ph0KhaIwmPjbomwshVmCz2RAKhVT02Ua2bNmiu1s7OzvbJs9Z193+jm748OEQiUQYPnx4czfFLmVnZ0MkEsHHxwd79uyhvorG6WeE2Ir+ddVeZmM5mnPnzumCUk8//TR27dqFU6dO4dSpUwYzyr777jtdUOqtt97CgQMHdOu9+OKLzdL22k6dOqU7X506daq5m0P00HdgYo3Qtl5o38nf4Ce0rVdzN+uxIRAIEB8fD4GAggSk8bm4OaFDbCBYDANxlbS5m+NQGDUHjMwbjJrmCJDm4+PvCr9AN5PLHuZXofBBy683JXDRpOHLvFnQoO0z0vIB0M1btkBnQ9IicTgc8Pl8sFgsMAwDtVoNlUoFqVRK0WxCCLEDJSUlzd0EUg9Xrlxp7iYAoONG3/HjxwFoAgfr1q2Dm5vpPzC168XFxeHDDz9squYRQgghpIXya+WGtlG+SLuaBx6PDS6PhhYJcSStI7xQVSmBuNK4rlRW+kO4uPEhdG25NZQ4HM0NV1KJvI41TdNu19JnljUFCu2RFoXP58PNzQ2urq7g8XjgcDi6vJ88Hg+urq5wc3Ord5E6pVKJqqoqKJVU5JMQeyeVSqmvEmLn6Lr66PLy8gAAvr6+ZoNS+uu1adOmSdpFWhbqq4TYv6qqKpw5cwZVVVXN3RTymGAYBm2ifNEq1ANlJTVQUb0pq6gZOdT8QqiZhg2GE2IrLDYL7aL9weYYhwXUKk29KYWi5X73U/ydvo/v1LC0w9rt1Go69z0quq2BtBhCoRA8Hg8AUC2W4lLSHWTeLIBUIgffiYu2Uf6I7xUGgZAPgUAADocDsVhs9fPTCYcQx0B9lRDHQH310chkmjsc6yq6K5Vq0uxwuVTvhTQM9VVC7B8Fj0lTY3NY6BjfCuIqGcqKxfD0FtLsAWswdE0l9sHJmYu2Ub64dS3faJm0RoHMtCK0i/Zrcf26vKQaD3JK4e4pRJtIP6Sn5tX7OdpG+QMAVCqVrZv32KEZU6RF0AalFAol9m67iM/f24PEXZeRnpqH7DsPkZ6ah4M7U/DFe3uwd9tFKBRK8Hg8CIXC5m56vdWupVReXo7FixejV69eCA4ORnh4OEaMGIGdO3da9XzZ2dlYuHAhevXqhZCQELRq1Qpdu3bFnDlzkJqaWuf2+/btw0svvYSOHTvC398fISEhiIuLw9ChQ/Hpp5/i0qVLunW1NSRmz56teyw2Nlb3fhpSX0JbR+eLL77QPVb7+WrX2KldrykzMxPz589H165d0apVK5M1eSQSCdavX4+RI0ciMjISfn5+aNeuHZ5//nn8/PPPFlNEymQyJCYmYv78+XjyyScRFhYGX19ftGnTBgkJCViyZAmKi4tNbjtr1iyIRCKcPn0aAHD69Gmj9xYTE2OwjfZxbY2RkydP4qWXXkKHDh0QGBiIHj164MsvvzQKzB4+fBhjx47VrdezZ08sXbpUN/hpyaPsn9r1ZdLT0/F///d/iImJgb+/P9q3b4+XX34ZFy5cMLm9SCRCbGys7v/vvPMOfHx8DPaRfr0VazzO/Wz//v2YMmUKOnXqhICAALRu3RqDBg3C559/jrKyMrNt1B6r2uMxPz8fH374oe49135Naz4blUqFX3/9FWPHjtUdVxERERgxYgS+//57i8dm7c+woqICX375Jfr374/WrVtDJBJhy5YtZrevTVvHTH+73bt34/nnn0e7du10feujjz5CeXm5zdvV0M9F6/79+/jXv/6FuLg4BAQEoEOHDpgwYQKOHTtm1fu3tg5UdnY2PvzwQwwcOBBt2rSBr68v2rZti6FDh2LJkiW4e/eubt0XX3wRPj4+yMnJAQBs3brV6DitXVfP3HETHx8PkUiEwYMH1/leHjx4AG9vb4hEIvznP/8xuU5FRQWWLl2KwYMHIyIiAn5+foiKisL48eOxZ88emw3UFxQU4JNPPsGgQYMQHh4Of39/REdHY+rUqWY/G+0+2Lp1KwAgJyfHZP/W/m5u/5qrWfioxxqguZ68+uqriIuLQ1BQEAICAhAbG4tJkyZhy5YtqK6uBvBPvxoxYoRu2xEjRhi9n/r0VcD4fFRQUID3338f3bp1Q6tWrdCxY0dMnToVaWlpBttlZ2djwYIF6NatGwIDA9G+fXvMnDkTWVlZVr3uyZMn8cYbbyAuLg6tWrVCSEgI+vTpgw8++EA3c82c1NRUfPXVVxg9erTuXB8cHIyuXbvijTfeMHsN1Kp9bpFIJFixYgUGDBiAkJAQhISEICEhAevXr6e01oQQQmzCWcBDdHwr8PgcVFVQvSlCHI3IR4iAYHeTy0qKxMjLMf93raORSRW4faMAqZfzcOGkpv5ul97h4HLrV0eVy2WjS+9wAP/cAEgajmZMEYfH5/N1QakfVx5D1u1Cs+vK5UqcO56OwrxyTHlzwN/bKRz2ZHLv3j2MGjXKaMBEW9R8//79WLdundm7qbdt24Y5c+YYvf87d+7gzp072LRpExYuXIg5c+YYbatUKjFjxgxd4XUtmUyGqqoq3Lt3D2fPnsWff/6Jv/766xHfaeM5cOAAXn31VYuz565fv46JEyfqBve0Hj58iOPHj+P48eP46aefsGXLFvj6+hptP2fOHN0Aor7S0lKUlpYiOTkZ3333HTZt2oSePXs++pvSs2zZMnz88ccGg6jp6elYvHgx/vzzT+zcuRMCgQDvvfce1q1bZ7Dt7du38fHHHyMpKQnbtm0zW/j8UfePvn379uG1117TDVoCQFFREfbv34/ExER8++23GDVqVH13wyN5XPpZWVkZpkyZghMnThg8LpVKcfnyZVy+fBkbNmzApk2b0K1bN4vPdeHCBUyYMMFswNUapaWlmDBhAs6dO2fweHFxsW7fr1+/Htu3b0dwcLDF58rMzMTo0aONAs6P4s0338TmzZsNHktPT8eyZcvwyy+/4LfffkO7du0euV22+FzOnDmDcePGobLyn0K2+fn5SExMRGJiIt5999263q5VVq5ciU8++QRyuWF6kpKSEpw9exZnz57F6dOn8fvvv9vk9fSNHj0aX3/9NS5cuIDs7GyEhISYXXfnzp26u9teeOEFo+XHjx/H9OnTjepZFRQU4NChQzh06BCeeuopfP/993BxcWlwm7dv3465c+caXX8ePHiAPXv2YM+ePXjppZfwv//9r85ZUbZgi2OtpKQE06dP19W10pednY3s7Gzs27cPADBhwgTbvwkTrl+/jhdeeAEFBf8UN66pqcGePXtw5MgRbN++HT179sSJEycwadIkVFRU6NaTSCTYsWMHjhw5gv379yMqKsrka0gkEsyePRu7du0yWpaWloa0tDT88MMPWL9+vcng6alTpwyCc1oymUx3rdi2bRvefvttfPDBB3W+58LCQrzwwgu4du2awePJyclITk7G0aNHsWnTJirYTAgh5JF5+bogsnMArl7IhaRGDidnmqFNiCMJaeOFqgopKsslRsuyM4vh6u4EV3enZmiZbahVauTfL0fOnRIolZpxsds38lDysAoibxfE9w7HuePpVj9fl97hcBbwoFQq6WYvG6DAFHF42npRB3akWAxK6cu6XYiDO1IwfFxX8Pl8hw1MTZ8+Hffu3cPUqVMxYsQIuLm54caNG1ixYgUyMjKwe/du+Pv747PPPjPa9o8//sCsWbOgVqvh4uKCN954AwMGDACbzcb58+exbNkyFBcX4+OPP4a7uzumTZtmsP2GDRt0g+U9e/bEyy+/jLCwMAgEApSUlODGjRv4888/DQZ44uLicOrUKRw8eBCffvopAGDHjh3w9/c3eO7Q0FCr98GwYcMQGxuLDRs2YMOGDQBgciZIQECA0WO5ubl47bXX4OzsjHfeeQc9e/YEm81GSkqKbjbdnTt38Oyzz6KiogKurq6YMWMG4uPj0apVK5SUlCAxMRE//vgjkpOTMXHiRBw4cMAoXZJCoUDr1q0xbNgwxMfHIygoCBwOBzk5OTh+/Dg2b96MkpISTJo0CadPn4aPj49u20WLFmHWrFl48803kZKSgri4OKxcudLg+bUpLGs7cuQIkpOT0a1bN8ycORNt2rRBcXExvv32Wxw5ckT3OXt4eGDdunVISEjAyy+/jJCQEDx48ABLly7FxYsX8eeff2Ljxo2YOnWq0WvYYv9opaam4rfffoOfnx9mzZqF2NhYqNVq/PXXX1i+fDkkEgnmzJmDfv36wdvbW7fdqVOnkJ+fjzFjxgDQzJgaMWKEwYCb/j6tr8ehn0mlUjz//PO4cuUK2Gw2xowZg4SEBISGhkKhUCApKQnffPMNioqK8OKLL+L48eNmg0FisRhTpkyBVCrFvHnzMGDAADg7OyM1NRV+fn5W7XOlUolx48bpZgj06dMHM2bMQGhoKPLz87F582bs378ft2/fxsiRI3H8+HGLAYIpU6YgLy8PM2fOxODBg+Hh4YHMzMw6A1rmbNiwAcnJyYiPj8frr7+ONm3aoKioCFu3bsXu3buRl5eHMWPG4PTp03B1dW1wu2zxueTm5uqCUiwWC5MnTzY4jpcvX47PP/8ccXFxDdoXWl9++SUWL14MAHB3d8f06dPRt29fiEQilJeX48qVK9i3b59BKogvv/wSarUaL774IvLy8jB06FAsXLjQ4Hmtndn8wgsv4Ouvv4ZarcaOHTswd+5cs+tqZzpGRkYiOjraYNnZs2cxduxYyOVy+Pr64pVXXkF0dDT8/f2Rn5+P3377Db/++isOHz6MN954Axs3brSqfbX99ttveO2116BWq9G6dWvMmDED7du3h7e3N7Kzs7Fp0yYcPnwYmzZtgqurq64vA/9c4z777DMcOHAAAQEB2L59u8Hzh4aG6tZ74YUXTO5f/X1ri2OturoaI0aM0M0C1c6QioqKAp/Px/3795GUlITdu3frtgkICMCpU6eQkpKCN998E4AmwFn7eGzVqlWD9nNNTQ1efvllyGQyvP/+++jduzfYbDb+/PNPLF26FGKxGK+99hp27dqFl156CW5ubnjvvffQpUsXKBQK/P7771i7di3Kysrw1ltv4fDhw0avoVarMWXKFPzxxx8AgMGDB2PkyJEIDQ0Fi8VCcnIyVq9ejdzcXEyZMgUHDx40en8KhQJCoRBPPfUU+vXrh4iICLi6uqKoqAg3b97EunXrkJOTg2XLlqFNmzaYOHGixfc9adIk3Lp1S3du8fT0REZGBr788kvcvn0biYmJ2LhxI6ZMmdKg/UoIIYToCwn3QnlZDe7cLAKHywKHU78ZCISQ5sNiMYiI9sPV8zlQyA1T06nVwO3r+ejcLRhcnuP168pyCe7cKkJ1lWGmFbVajTNHb2PYC/EYOjoOhXnlVo0nh7f3w5Axmu/xjjqObG8YNSUNJ3+TSCS6dGHR0dFmB7trk8lkKCwshK+vr8VtDu26jocFlWaXN0RoGx8Mf7EbqsVSfPHeHsjl1ufW5nLZmL/4OQiEfPz+ywXcyyyyadu8/VzxzKjoulespyVLlhikrVu/fj1Gjx5tsE5lZSWGDRuG69evg8Vi4cSJE+jQoYNuuVwuR2xsLPLy8uDi4oL9+/ejU6dOBs+Rk5ODZ555Bvn5+RAIBLhy5Qq8vLx0y4cNG4YzZ86gS5cuOHjwoNm7uUtLS+Hp6Wnw2JYtW3Rpxi5fvmzxznZr6e+X2ne51zZ8+HDdsR4QEIBDhw4hKCjI5LqDBw/G+fPn0blzZ+zcudNgH2gdOXIE48aNg0qlwtKlSzF58mSD5VlZWWjdurXZ3LypqakYPHgwqqqqMG/ePCxatMhsm/v06VPnbANtGh/tdhs2bDCY7aRUKjFkyBBcvHgRLi4uUCgUmDJlilFgpbq6Gr169UJOTg46duyIkydPNsr+iYmJ0c22io2Nxe7du+Hm5mawzvbt2/Hqq68CAD755BO88cYbBsuzs7N16fxWrFiBiRMnPlIu5Metn33yySf43//+B3d3d/z2228GqRFNtXXMmDFGM+xmzZqlmxno4uKCAwcOGA3669Mep/Pnz8eCBQsMln333XeYP38+AGDcuHFYvXq10eepbTMAvPXWW/jwww8Nlut/hiwWC7/++isGDRpktj110T/GAOCpp57C5s2bjT4T/QDNm2++if/+978NbpctPpcpU6Zg7969AOo+jrVMnUO1/XT8+PFYvXq1wbKrV69i0KBBUKlUaNu2LX777TezgYTc3FwEBQVBrVZDpVKBxWIhNjbW7HPXZum4GThwIK5cuYLIyEgkJSWZ3P727du6manvv/++wUxFuVyObt26ITs7G08++SR++uknCAQCo+f46aefdNvt3LkTAwcOtNjm2oqLi9GlSxdUVFRg4sSJWLp0qcm+rf38WSwWzpw5g4iICIPl2j4XHByMK1eumH09S59d7dd6lGNt0aJFWLNmDQBgxowZ+Pzzz02eh2UyGcrKygxm0OrPGNq7dy/69u1r9v1YQ/985OXlhT/++ANhYWEG6+ifZ7y9veHu7o6DBw8a3PgAAP/5z390N4QcO3YMnTt3NliuPR64XC42b96MhIQEo/aUlZVh6NChuHnzJnr06IGDBw8aLC8uLgaHw4G7u+lUKjKZDOPGjcOxY8cQHByM5ORko1nM+ucWLpeLnTt3Gu3H0tJS9OrVC4WFhWav67Xp99WWVmOgIaz9u4eQpqRUKlFTUwNnZ2ezGQ4IaWwymQKXTt9Fwf0KePu6gGHRNaM2NdQAowDUHDCg/UPsS1lJNdIum0497S5yRlRMgMN8F5TLlMjOLEZhnvkxaIZhMO6VPoiOC4ZCrsSBnSlITrpjclxZm75vyJg4cDhsyGQyi1mXWiqZTKYbN+jTpw+cnB59Jl2z5m+orKzEH3/8gc8//xzvvPMOXn31VbzzzjtYsmQJ/vjjD4OUM8TxPSyoRF5OuU1/wtppZgBcMnPysEQuVyL5jCY1V1g7f5u3zdZBOFOeeeYZo0FGAHB1dcXSpUsBaGq0/PjjjwbL9+3bp6t1MG/ePKPBcgAIDg7WDahWV1cbpawqLNTcTdC9e3eLKYZqD5bbmw8++MBsUOrMmTM4f/48AOCbb74xGXQBgISEBN2AmqmUfWFhYRYv4B06dMBLL70EQJNa0FYEAgGWLVtm9Acqm83WBYeqqqrg5eVlNHiu3X7cuHEAgBs3bhjMygFst3/0rVy50igoBQBjxozRzXo7e/asxeew9eBZS+9nVVVV+O677wAACxcuNDkgrW3rO++8AwDYs2ePxS9ib775psWgVF207fH29jY7uL1gwQLdQP3GjRst3rE0fvz4RwpK1cbn87Fs2TKTn8m8efN06b42bdpksQ6WpXbZ4nMpKCjA/v37AVh3HDfUypUroVKpwDAMvvvuO4uzW7TnW4ZhwGazbdpXtbMmb968aRBo06edWcQwjG59rV27diE7OxtOTk5Ys2aNyaAUAEyePBnx8fEA6j6nmbJhwwZUVFQgICAAX331ldm+vWDBAgQEBEClUuGXX36p9+tYyxbHWnl5OX766ScAmhsMFi9ebPaz5fF4daZ1taWFCxcaBaUAYOLEibo/ph4+fIjFixcbBaUAGMxkPXPmjMEytVqNFStWAABmzpxpMigFAB4eHrpz/blz55CZmWmw3MvLy2xQCtDss48++giAJkBYO0Vfba+88orJ4J6np6cuhWJqaqrRdd2UxuirpOW5eiEHp4+kG/xcvZBT94bEJthsNlxcXCgoRZoVj8dBpy5BcPNwRllJjc3qcbYkDBgwai4FpYhd8hAJEBRmelyhvKQGuXdLm7hF9adWq1FwvwKXz2ZbDEoBmpli50/eRl5OCThcNkaM64r5i5/DkNFxiOgQgJBwb0R0CMCQ0XF4d8lIDB/X9bEOSjWWZglMZWVlYcqUKfD398eQIUOwcOFCLF26FN999x2WLl2KRYsWYciQIfD398eUKVNw586d5mgmcQBe3prUTZk3C+pY07SMtHwAgMi74TUimpOl+gxdunRBZGQkABjVetD+n2EYi+lgnnvuOV2QoPZzaFNyHTp06JHqyDQnHo+H5557zuxy7R3NERERBjNhTOnduzcAICUlpc48s2VlZcjKykJaWhpSU1ORmpqqG5C6deuWUX2WhhowYIDZgIV+0ODZZ581m15Pf7179+4ZLLP1/unQoQM6duxochnDMLrAzt27dy2+llwu19WPsYWW3s+SkpJ0g5Omapzo69WrFwDNPrY0Q8NU3R5r5eXl4fbt2wCAkSNHmk2Fx+FwdPu1rKys0dpjysCBA02mBwU0gVFtQLe0tLTB7bLF53Lq1CkolZqbNqw9jutLpVLhyJEjAIC+ffsazSaxtJ1EIrFpXx01apQuheeOHTtMrqOtAdSjRw+jVHTac1rv3r1NBij0ac9p2nST9ZGYmAhAEyzUpiM2hcPh6Go5NeR1rGWLY+3EiRO62oAzZ860m8FRhmEwcuRIk8ucnZ0RHq4pXOzh4YEnn3zS5HqhoaG6VKG1rz83b97U1R+sa99pjxmg7s9TKpUiNzcXN2/e1H1P0B/gMxd41bJ0bomJiQGg+cO99nXdlMboq6TluXYxF2f+yjT4uXYxt7mb9diQSCTIzMyERGJcH4SQpuTi5oTo+FZgcxiIKynNVW1qKKHmVECN+t1UTUhTCWrtCXeRs8lluVmlKCupNrnMHlRVSnH90n3cuVUEhcLy91ZvPxfE9gyGb4ArLp3NwI3L91AtlkIg5KNvQiSmvDkAr/7rKUx5cwD6JkTqakpVV1dTUMrGmrzG1A8//IC33noL1dXVdd5BUVNTg59//hk7duzA8uXLMX369CZqJXEUPL7mEJZKGjaQr92Oz3fMcmt11QSJj4/HzZs3kZGRAZlMpks5kpaWBkAz2GJp8I3H46Fz5844deoUbt68abBs3LhxSEpKwp07d9ClSxc8++yzGDhwIHr27NngWhC13bt3z+xJ38fH55HqBgFAeHi4xamnly9fBgCkp6cbpMezRC6Xo7S01Khtqamp+Oabb/Dnn38aFGCvTaVSoays7JHfGwC0adPG7DL9O7Pbtm1r1XpVVVUGy2y5fwAYpamqTRtkq92O2pRKpU3v0Gvp/SwlJUX3u3amjzXMHccuLi5o3bp1g9uj3W+AJmBiif7ytLQ0dO/e3eR65gKeDVXXMaHfrtTUVF1woT7tssXnoq31A1h/HNfXvXv3UF5eDgC6FHnWUKvVkMvlZoPiDREQEIAnnngCx48fx86dO/Gf//zHYJbHxYsXdUEEUwP32nPaX3/9ZfU5TTur0VpKpVI32+XHH380mmlpjqXrxqOyxbF29epV3e/a4JU98PLysjijVHuNCw8PtzgjyN3dHVVVVWavg4Am0GgtU8eNWCzGunXrsGvXLty8eVMXVDalrpTFlq6n+vujrusp0Dh9lRBiWwqFAnl5eVbX8iSkMfkGuqF9pwBcv5QLLlcOvjNdP3QYFcCpAZTOgNo+buIhRB/DMIjo4IerF3Igkxp/F02/UYDO3YPtagxVIVciJ6sE+bl1ZwJwFnAR1t4H7p6Gwbes9AJkpRfA198dwWE+cBbywOUxYDFssDksSKXSOm9AJw3TpEfS+vXrdYWetXx8fNCtWzeEhIRAKBRCLBYjJycHFy5cQGFhIdRqNaqrqzFz5kwolUrMnDmzKZtM7JxMqjkx8J0a9mVHu51U6pgnmLqCF9pUOWq12qCeQ1lZGQDUeUe4/nOUlhpO233ppZdw9+5drFixAhUVFdiyZQu2bNkCQJO6bsiQIZgxY8YjDVDPnj1bVwuqNlP1RerLw8PD4vKioobVHaupqTH4/88//4x58+ZZfSGz1d2Ozs6m73QBoJtVUJ/1ag+S2Wr/aJlLm1W7LZYG6xpDS+9nDx8+bNB25j5HU6kY60N/H9S17/TTgWn3tyl19fX6quuY0F/e0HbZ4nPR35fWHsf1pT+Tz9/fv0HPYUtjxozB8ePHcf/+fSQlJaFPnz66ZdpZVFwu1+Rs2Ybsc3P9wJzS0tIG/VFT39epD1sca/qBEnsaGLV0fQP+ua5Yu17tWUMNvQ5qZ5dpZWdn47nnnrNqBhNQ9/Fg6Xpq6bpOCCGE2ELrCG9UVUhw51YRPDkscLgUhCHEUXB5bLSL9seN5Puofb+vQq5C+vUCdIgLBKuZ68ip1Wo8LKjCvYxiyGWWv9OyWAyCwjwREOxhsd2F+eUozC+HUi0Fy7kMrYPbISi06VKQP46aLDCVmZmJt99+WxeUioyMxBdffIGhQ4ca/IGkpVKpcPDgQbz77ru69BVz5szBk08+aXEWALFf3n6m0zE9imqxZnp4m0g/pKeaLtJnSdsozSBajViKgGDzuf0BQKlUgc22PvtlY7zf2h413/+jbv/vf/8bkydPxvbt23HixAlcvHgR1dXVyMrKwjfffIP169djyZIlmDp16iO9TmOpK9WQdgAqOjoaa9eutfp59VN83b59WxeU8vHxwezZs9GvXz+EhITAxcVFdwfypk2b8NZbbwGAw+TjtsX+cQQtvZ/pD0weO3bMYi0rfeZmbNkyhZetaprYS1qx2iy1y9afy+NSH2b48OH417/+BYlEgh07dugCU0qlErt37wYAPPnkkyZnRGn3eUJCAj788MNGaZ/+5/ryyy/j1VdftWo77UzMxmDrY+1xoh+o2rp1q1F6SHNqB4pfe+013Lt3DwzDYMKECRg1ahTatWsHb29v8Hg8MAwDlUqlC9Y7yvcEQgghjycWi0FUTCCqxTLk55bDy9el2QexCSHWc3V3QkgbL9zLMC4nUFkuQfadYrRuW/cNuI2lWixD1q0iVJTVfVO3yEeI1hFeDZ7QQBpXkwWmVq9ejZqaGjAMgyeeeAL79++HUCg0uz6LxcKwYcMwcOBADB06FCdOnIBEIsHq1avxv//9r6maTWzomVHRda9UT9rBky69w/Hn79cgl1t/5yeXy0aX3praAr6thJj4uvnUM9pcogKBwK4GOAsLC3WF5M0tBzQDkvp35mt/t+ZOX+1zmEuFExwcjLlz52Lu3LmQy+VITk7G7t278dNPP0EikeCdd95Bly5drK47ou/333+v9za2pH3PYrG4zhpK5mzduhUKhQJsNhu///472rVrZ3K92jNlHIEt9o8jaOn9TH+A3svLq9kHm/X3QV37Tj8dlq1nRVlSV7v0lze0Xbb4XPRf29rjuL68vLx0v+fn5zfoOWzJzc0NTz/9NPbu3Yu9e/fiiy++AJfLxfHjx3XvccyYMSa3FYlEyMvLg1wub7Rzmv7xrVar7eLcaYtjTf85CgoKEBoaapO22Tv9z9Pd3b1Bn+ft27dx9uxZAMDcuXOxaNEik+s54vcEQgghjy8uj41OXYIgqZGjrFgMT2/hY3OjFCEtQUCwOyrLJSgpMi6vkZddDjd3Z4h8zI/rNwalQoXcu6XIyykzms1VG9+Jg7B23vD0bto2kvqxfvrHI9IWlOZyudiyZYvFoJQ+gUCAzZs36+4U1T4PIYAmn7ZSqYRAyEf830Ema3XpHa4rYFdXWh2GYXR3rNoT/boQlpa3adPG4G5rbQ2Je/fuWUzhI5fLdXUjIiMj62wPl8tFjx49sHjxYqxbtw6AZuBt7969Bus1xn5sjOfUDvLfvXu3wfU9tDVboqOjzQalAMM6FabY27EH2Gb/2Ir+/uFwODbdXy29n3Xq1En3+7lz56zapjHp17i5dOmSxXX1l9enNs6jquuYSE5O1v3e0HbZ4nPRHyS39jiur9DQUF2dnjNnzli9nf511dbnN239qNLSUhw5cgTAP2n8XFxcMGTIEJPbafd5SkoKZDKZTdukxePxdP3cHvobYJtjLSYmRvd7UlJSvbe3x2ucNfRvBmjovtOv7fb888+bXa+hffRR2et3YGJfXpjeDW9+kGDw88J00/UVie1xuVwEBgZSLThid4SufHTqEgQen2vVzIYWT80CFALNv4TYOYZh0CbSB3xn03NaMtIKIamRN0lb1Go1igurcPlcDh5kWw5KMQwQ1NoTMT2CGx6UUrMgqeSCzbafWlotVZOdDXNycsAwDPr374/AwMB6bduqVSsMGDAAarUaOTk5jdRC4qikUk06v6Fj4hDWzrrcn+Ht/TBkTJzB9pawWCzw+XyTaSeb07Zt28wuS05ORlpaGgCgf//+Bsu0/1er1bp6Nabs3bsXFRUVJp+jLv369dP9rl+DBAD4fL7ud2v2vzWcnJxs/pyDBw8GoNlP3377bYOeQxv0rF1PQl9+fj4SExMtPo92n9nqvdmCLfaPregfUyqVyqZ9taX3swEDBujqkaxbt67ZU0QFBATogri7d+9GVVWVyfWUSiW2bt0KQDMzSH9gvLEdPXrU7OwglUqlO2YepV22+Fz69u2rm+Vr7XFcXywWC08//TQA4PTp07ogqzXbaa+rtj6/PfXUU7rZYtu3b4dEIsG+ffsAAM8++6zZekLac5q2nltj0QbG0tPT8eeffzba61jLFsfaE088obvpbP369fWuXdQY3wuaQkxMjO7vGu0M1vrSvzlKLDa+I1Xrxx9/rPdz24K9fgcm9oXH44DvZPjD49FgTlPh8/kIDw83OJcSYi+8fF3QIS4QKpUa1VWNc+OPo2DABqNwBQP7ycJDiCUcLhvto/3BmEjFqVSocPtaPlRKlYktbUdSLcfNq/m4fb0AMqnlSQXuImfE9AhGcLioXqVYjKjZqCnjg8ttvHTqRKPJ/sLQfklqaIF2bUqQxsyxTxyTVCqFTCYDh8PGlDcHoEf/CHDNFNfkctno2T8Ck2f3B4fDhkwms2oARK1WQ6lUNvuAbW0HDx7Eb7/9ZvR4VVUV5s6dC0AzoDBlyhSD5cOGDdPV+fn666+Rmppq9By5ubn44IMPAGhmLk6cONFg+a+//mpxptnRo0d1v9dO6ePv76/7/e7du2afoz70i61nZWXZ5DkHDRqE+Ph4AMDKlStN7mt9qampRgEmbU28zMxMk3dTV1dXY+bMmXUWMte+v3v37tnNcWiL/WMrIpFId324c+eOTfdRS+9n7u7umDFjBgDg/PnzWLhwoUHdlNoKCwuxceNGs8ttQduehw8fYsGCBSbX+fzzz3Hr1i0AwKRJk5p0MEYqlWLu3LkmB9+XLVum+6wnTpzY4HbZ4nPx9/fXBUGsOY4bavbs2WCxWFCr1ZgxYwbu379vdl3tMv3rqvZYtdX1gMfjYcSIEQCAQ4cOYceOHboAp7k0fgAwfvx4XRq7Dz74oM6ZP2fPnsXp06fr3b5XX30VLi4uAIA333yzzqDgH3/8gRs3btT7daxli2PN3d0dkydPBqCZAbxw4UKz52G5XG6UDrMxvhc0BRaLpes/d+/exeuvv27xe2VFRQXWr19v8Jh+7VxtsL22DRs24MCBAzZocf3Z63dgQsg/lEolKioq6n1TACFNJai1JyI6+KJaLIO0joHllkwNFdSMDGo07kA+IbYkdOUjLMJ0PSlxlQx3043rUNmCSqlCTlYJLp/PQVmx+Ru9AYDHZ6NdtB+iYgLgLLBF3EANNk8JlYquq42tyW5jCg4ORllZWYPzo2u3CwkJsWWzSAuhvcOUx+NhxLiuSBjeCclnspCRlg+pRA6+Exdto/x16fsAQCaTWbwzVZ9KpbLLGlNxcXGYOXMmkpKSMGLECLi6uuLGjRtYsWIF0tPTAWgGeDt27GiwHY/Hw9KlSzF+/HhUVlZi8ODBePPNN9GvXz+w2WycP38ey5cv1w0cffTRRwZ1RABNoe4PPvgAzz77LLp3747WrVvDyckJhYWFOHbsGH744QcAmrRJtQcCO3XqBCcnJ0gkEnz22WfgcDgIDg7W3Y0bEBBg9o52c7p37677fdGiRZg3bx78/Px0qWdCQkKsLuiub/369UhISEBpaSmmT5+O7du34/nnn0d4eDjYbDaKiopw7do1JCYm4uLFi5g1a5burnsAGDt2LNatWweVSoVx48bhzTffRM+ePcHn83HlyhWsWbMGmZmZ6NGjh8U0QN27d8eWLVtQVFSERYsWYezYsXBzcwOgSd9hbcF1W3vU/WMrHA4HcXFxOHfuHDZv3oxOnTqhc+fOupQmnp6eZus31eVx6GfvvfceTp8+jUuXLuHbb7/F6dOnMWnSJERHR0MoFKKsrAw3b97E8ePHceTIEXTo0AGTJk1q0P60xtSpU7F9+3ZcuHABW7ZsQW5uLqZNm4bQ0FAUFBRg06ZNuhkwYWFheOeddxqtLabExcUhMTERgwcPxuuvv442bdqgqKgI27Ztw65duwAAgYGB+Ne//vVIr2OLz+WTTz7BsWPHUFVVZfI4Xr58OTIyMhAXF9fgVGGdOnXCggUL8NlnnyEjIwN9+/bFjBkz0LdvX4hEIpSXl+PatWvYt28f2Gw29u7da3Bd7d69O06ePInk5GQsW7YMCQkJuhk8Tk5O9Z5pD2jS+W3cuBE1NTV4//33AQC+vr4WZyXy+Xxs2LABI0aMQFVVFZ577jmMGjUKQ4cORWhoKFQqFQoKCnD58mXs378fqamp+Pzzz9GnT596tc3X1xerV6/GlClTkJ+fjyeffBLjx49HQkICAgMDIZfL8eDBAyQnJ2Pv3r24e/cutm7danSOsSVbHGsLFy7EsWPHkJqaivXr1+PChQuYPHkyOnToAB6PhwcPHuDMmTPYuXMnFi1ahAkTJui2DQoKQmBgIB48eIBVq1YhMDAQbdu21X3n8vHxgaura6O9/0cxdepUHDt2DPv27cOePXtw9epVTJ48GV26dIGbmxsqKytx+/ZtnD59GomJieDz+XjllVd023fu3BlRUVFIS0vDjz/+iLKyMrz44ovw8/PDgwcP8Ouvv2Lv3r11fk9oLPb6HZgQ8o+amhpcvXoVsbGxuhsfCLEnDMMgooMfasQy3M0ohqe3EBzOYzgTl1EC/FJAKqJ0fsSh+Aa6oqK8Bg/zjbOZFDyogKuHE3z8bfddvbS4Glm3iyCtqavsChAQ7IGg1p5g2/KcwlLAza8GMpnjZHJwVE0WmHr22Wdx9epVHDt2DHK5vF75j+VyOY4dOwaGYTBs2LBGbCVxZGKxGAqFAnw+HwIhH30TItE3wbhei1KphFQqdahUMeZs2LABI0eOxPfff4/vv//eaPnw4cPxySefmNz26aefxqpVqzB37lxUVVVh8eLFWLx4scE6bDYbCxcuxLRp00w+R2FhITZs2IANGzaYXO7m5obvvvsOQUFBBo+7urpi5syZWLFiBa5cuYLRo0cbLN+7dy/69u1r9n2bEh4ejpEjR2L37t04evSowUwSQHMHd0MC22FhYTh06BAmT56MtLQ0JCYmWpz1U3vgLD4+HgsWLMCSJUtQXl5u8vOYNWsWoqKiLA44jRo1CsuWLcPdu3exdu1arF27VrcsODgYV65cqfd7s4VH3T+2NGfOHIwfPx6lpaV49dVXDZbNnz/f7MybujwO/YzP52PXrl2YNWsW9u3bh+vXr2P+/Pmmdwga93MENPtk27ZtmDBhAs6dO4cTJ07gxIkTRuu1a9cO27dvb/JBmOnTp+P06dPYunWrbqaJPn9/f+zYsUMXPG4oW3wuISEh2LJlCyZMmICqqiqTx/G//vUvMAzzSDVs3nnnHbBYLN257uuvv8bXX39ttJ6pIM7UqVOxYcMGlJaW4qOPPsJHH31ksP7vv/9e7/b07t0brVq1wv3791FeXg5AU7+nroH1bt26Ye/evZg2bRru37+P7du3Y/v27WbXb2hfGD58ODZv3oxZs2ahtLQUP/zwgy7QXBuLxdIF6hqLLY41gUCAPXv2YPLkyUhKSsLly5frrJ+ob+7cuXjnnXdw7949o9mjq1atMghk2ROGYfD999/jvffeww8//ICsrCx8+OGHZtf39ja845RhGKxduxbPPfccysrKsHv3buzevdtgnQ4dOuCHH34wqBtHCCGEOBIWm4UOca1QUyNHwf0KePm6gGUiPRghxP4wDIPw9j4QV0pRIzauK3XnZhGELnwIXB5ttpJUosDd9IcoKap7EoGrhxPC2/k88muS5tVkganXXnsNq1atQnFxMd5//30sWbLE6m3/85//4OHDh3B3d8drr73WiK0kjk4bcOJwOLp8+AzDQK1WQ6VSQSqVWkyL5WhCQ0Nx9OhRrFq1Cvv27UNubi44HA6io6MxefJkXQF4c8aPH48+ffpgzZo1OHr0KO7fvw+VSgV/f3888cQTmDlzptlBkNOnT+Pw4cM4e/YssrKyUFRUhPLycri4uCAiIgKDBg3CtGnT4Otruu7Xf/7zH4SHh+OXX37BzZs3bZJ+4ttvv0VsbCz27t2LjIwMVFVVWUxHZK22bdvixIkT2L17N/bu3YuUlBQUFxdDqVRCJBKhbdu26NGjB5599lmT9WTmz5+PuLg4rF27FikpKaiuroa3tzfi4+MxdepUDBw4sM56Ji4uLkhMTMTSpUtx9OhR5ObmWqxb1ZQedf/YytNPP41du3ZhzZo1uHr1KoqLiyGXP3oxzseln7m6umLjxo04e/Ystm7dirNnzyIvLw8SiQSurq4ICwtDfHw8nnrqKQwaNKh+O7EBPD09sX//fmzfvh07duzAtWvXUFpaCldXV3To0AEjRozApEmTmi3F7+rVqzFo0CD89NNPSE1NhVgsRnBwMIYOHYq3335bV+PoUdnic+nbty+SkpKwbNkyHD58GAUFBfDw8EBsbCxeeeUVPPnkk/X6XmbO3Llz8dxzz+H777/H8ePHkZubi5qaGnh4eKB9+/YYMGAAXnzxRaPtAgMDceTIESxduhRJSUl48OBBg2r16GMYBqNHj8aKFSt0j9XVV7W6deuGixcvYuvWrUhMTMS1a9dQXFwMFosFLy8vtGvXDn369MHw4cMRERHR4DYOHjwYKSkp2LhxI44cOYKbN2+itLQUHA4Hvr6+iIyMxBNPPIERI0YYBZ4bgy2ONS8vL+zbtw/79u3Djh07cPHiRRQXF4NhGPj7+yMmJgbDhg3D8OHDjbadNm0afHx88OOPP+L69esoLS11mO9sXC4XX331FaZNm4aNGzfi1KlTyM3NhVgshlAoRGhoKGJiYpCQkIBnnnnGaPtOnTrhxIkTWLp0KY4cOYL8/Hy4uLggLCwMI0eOxIwZMwxqaRJCCCGOiMfnoHPXYFyU3kXpQzFEPkJdhhNCiH1js1loH+2PqxdzoVIapnhWqdS4fT0fnboGNWjmkkqlRl5OGXLvlho9d21cLhuhbb3g7e9C548WgFE3YcLwvXv3YuzYsZDL5Xj99dexePFii3eaVlVVYeHChVi1ahV4PB62b99u8g9ZYhsSiURXKyE6OtrqwT6ZTIbCwkL4+vq22BpgSqXSbtKYLFmyBF988QUAoKSkpFnbQoi9sVVfpX5GasvOzkZsbCwA+5694Sjs6bpKCDGP+qqhx+HvHuJ4qqqqcPnyZUrlRxxGabEYl07dhVSigLvI+bEZXFYzcoBfAkhFYNTWZ5EixJ48LKhE+o1Ck8u8/VzQtoNvvfp0eWkNsm4XmZyJVZtfKzeEhIvA4Tbud1KlWgqWcxlaB7dDUKjpm4AfRzKZDNevXwegyWxiixvnmmzG1IkTJ+Dh4YFPP/0UixYtwpo1a7Bp0yaMGDECvXr1QkhICAQCAaqrq5GdnY2zZ89i7969qKioAJ/PxyeffAJ3d3eTqXz09evXr4neEXncPC5flghxdNRXCXEM1FcJcQzUVwmxbwzDgMPhUF8lDsPTS4joLkFIOXsPVRVSuLo/RrOC1dRPiWPz9nNFRZkEBfcrjJYVF4rRIZaHzl1DIXDhg8NhQ6FQorpKipysIhTml+vWlUkVuJdRjIcFxnWranNx4yOsnQ9c3Pg2fS9mqRmolNAUsSKNqskCUwMGDDD4oqRWq1FRUYHNmzdj8+bNJrfRTuaSyWQW89xrMQzjMCk/iGNhs9l09xkhDoD6KiGOgfoqIY6B+ioh9k8oFKJnz57N3QxC6sU/yB0dYgNx7eJ9VFfJHos6MYyaC0hp9gVxfK0jvFFVIYW4UgpAMx7fa2A79BrYDiJv4++N7h5CBASJUC2WIis9H0lHbyPnTgmUCsulN9gcFkLbeME30LVpb75Qc1D+wAVOkc5N95qPqSYLTAH/BJrqeqwh6xBCCCGEEEIIIaRpHdp1HQ8LKg0e8/ZzxTOjopupRYQQRxDSxguSGjluXcsHm82A70zp7QhxBCwWg3bRfrh6IRcMw+CFqb0QHRcMAKgWS3Ep6Q4ybxZAKpGD78RF2yh/xPcKg0DIR8fYUKjVLORmnbH4Gj4Brght4wUuj1JJt2RNFpjq168fTS0nDkupVEIikcDJyYny6xNix6ivEuIYqK8S4hiorxJrPCyoRF5Oed0rkkYhFouRlpaGqKgoCIXC5m4OIVZjGAYRHfwglSiQdasILDYDLq9J759vUmpGAXDLALkHGHXLfZ/k8eDkzEW7jr6I69EWHeOCoZArcWBnCi4l3YFCrjRYNz01D0f2XkV873AMHR2nC2JtW3/aaDKKwIWHsHbecPNoxtlKjAJu/mJIpTUAKHNAY2qyM+GxY8ea6qUIaRQqleUppoQQ+0B9lRDHQH2VEMdAfZUQ+6ZWqyGRSCjTDHFILDYLHWIDIZcpkXOnBJ7eAnC4LfVGCDXAUmr+JaQFiOsZjo6xmqDUj6uOIet2odl15XIlzh1PR2FeOabMHoDouGD0GtgOSX/dAgCw2AxCwkXwb+UOhtXME1sYNdhcNV1XmwCruRtACKmfBQsWoKSkBCUlJc3dFEJaLOpnpLaQkBDdMTFhwoTmbg4hhBBCCCEtAofLRqeuQQgIdkdpcTWUSrohghBHEBbhDwA4sDPFYlBKX9btQhzcmQIA6DWwHRiGgZevC+J6hiAg2KP5g1KkSVFgihBCCCGEEEIIIYQQ0ix4fA46dw+Gt78rSorEUKlopgIh9szX3x0CIR/VYimSk+7Ua9tLSXdQLZZC5O2CQc92QLtoP/D4lN7ycUSBKUIIIYQQQgghhDSIt58rAoLdDX68/Vybu1mEEAfjLOAhrkcIRD5ClBRVUXCKEDsWHOYDQBNkkteqKVUXuVyJ5DNZAICozkE2bxtxHBSOJMQKLBYLzs7OYLEolkuIPaO+SohjoL5KiGOgvkqs8cyo6OZuwmPNyckJHTt2hJOTU3M3hZBHJnTlI7ZHCC4l3UNJkRhevkIwTAtJ7aVmAzIPzb+EODiBCx8AkHmzoEHbZ6Tlo29CJARCvi2bZRsqNiqLnMANt8O2tTDNHpi6f/8+Hj58iMrKSqsL6/br16+RW0WIIYZhwOE0e3chhNSB+iohjoH6KiGOgfoqIfaPw+HA09OzuZtBiM24eTgjrmcIkv8OTol8WkZwigELUNFAN2kZOBxNgFUqkTdoe+12HK49BmpZUEg4YLPtsW0tS7P8lZGUlISVK1fizz//RHFxcb22ZRgGCoWikVpGiGkqlQpyuRxcLpfuGCXEjlFfJcQxUF8lxDFQXyXE/slkMuTl5SEgIAA8Hq+5m0OITXiIBJrg1Jl7KH1YDU9vgcMHp9RQApwaQOEMBjTgTRybQqFJ38d34jZoe+12inqmAWwSjBJOblIoFA0LuhHrNelfFyqVCrNnz8YTTzyBX3/9FQ8fPoRara73DyFNTa1WQyaT0fFHiJ2jvkqIY6C+SohjoL5KiP2TyWTIycmBTCZr7qYQYlOe3kLE9giBs5CHkqJqx78WMSqAI9b8S4iDq66SAgDaRPo1aPu2Uf6a5xFLbdYmm2FUcHaXU2CqCTRpYOqdd97BN998owswRUVFITAwEIBmJlT//v0RHx8Pb29v3TYMw8DFxQX9+/dH//79KY0fIYQQQgghhBBCCCEtnJevC+J6hkDgwkPpQ7HjB6cIaSFysooAAF16h4Nbz3R8XC4bXXqHGzwPeTw1WWAqLS0Ny5cvB8Mw8PX1xblz53Djxg08//zzunWOHj2KixcvorCwEDdu3MCsWbPAYrEgFovRvn17/PHHHzh69GhTNZkQQgghhBBCCCGEENJMvHxdEN8rBAIXPkqKxFCrKDhFSHMrzC9HtVgKgZCP+L+DTNbq0jsczgIexFUSFOaXN1ILiSNossDU+vXrdXc2fP/99+jWrZvF9aOiorBy5UocO3YMrq6uWL9+Pf7v//6vKZpKCCGEEEIIIYQQQgixAyIfF8T3CoWLmxNKisRQUXCKkGaXlZ4PABg6Og5h7Xyt2ia8vR+GjI4DANzNKGi0thHH0GSBqZMnTwIAWrVqhWHDhlm9XZ8+fbBu3Tqo1Wp8++23OHXqVGM1kRCzGIYBl8t1+GKbhLR01FcJcQzUVwlxDNRXCbF/HA4HPj4+4HA4zd0UQhqVp7cQ8b1D4SZyRklhFZRKR6vVxAKUTmjiqiqENJqs9ALk5ZaAw2VjyuwB6NE/wmxaPy6XjZ79IzB5Vn9wuGzk5ZYgK91OA1NqFqRiDljs+qUoJPXXZN9c7t27B4ZhjGZK6f+RI5fLweVyjbYdO3Ys3nvvPdy9exc//vgj+vbt2+jtJUQfi8WCk5NTczeDEFIH6quEOAbqq4Q4BuqrxBoymQLqWuPDDAvg8ShQ0hScnJzQvn375m4GIU3CQyRAl96tcflcNooLq+DpLQSH4xiBHkbNBuTuzd0MQmwq5VwmACAgSIQR47oiYXgnJJ/JQkZaPqQSOfhOXLSN8tel7wOAvNwS3XZ2Sc1GdYkTeFx+c7ekxWuyb4plZWUAAF9fw6l9fP4/H3JVVRU8PT1Nbt+rVy9kZWXh9OnTjdZGQsxRq9VQq9VgGIbuGCXEjlFfJcQxUF8lxDFQXyXW2P79BeTlGNaICAh2x8TXezVTix4vKpUKUqkUfD4fLJZjDNAT8ihc3Z3QpXdrXLmQjYL7FfAQOYPrAIFwNdQAowTUbDCgayppGVQqNS6dyUBYhB/CIvwhEPLRNyESfRMijdYVV0lwN6PAfmdK6ajB4qigUjnarEzH02RnbicnJ4jFYiiVSoPH3d3/uVsgJyfHbGCKx9NEVR88eNB4jSTEDJVKherqaggEArBpKichdov6KiGOgfoqIY6B+ioh9q+6uhqXL19GbGwsXFxcmrs5hDQJgQsP8b1a49qlXNzPKoGLuxOcnI0zMNkVRgHwSwCpCFDbeVvtiFqthkKhgkKmhEKhglKpglKhglqtBv4O8WkrjrFYDNhsBmwOCxwuG1weG2w2BeybQla6JuDk6++O4DAfCIR8cLhsKORKVIulyMkqQmF+ed1PZA9YCrgHVEMmkwBwa+7WtGhN1jsDAwMB/DNzSqtNmza63y9cuGB2+9u3bwMAFAqF7RtHCCGEkHrbsmULRCIRRCIRsrOzm7s5BEBMTAxEIhFmzZpltOzUqVO6z6s5a3Zu2bIFPj4+CA0NpePmb7m5uZgzZw7i4+MREBCg+5z2799vsN7Zs2fx8ssvIzIyEj4+Prr1yssd5I+8R7Bp0yaIRCL06dPn74EI8jjZvXs3RCIRunXrBrlc3tzNIYQQYgf4ThzEdg9GeKQvxJVSVFVIm7tJxAZUKjVqqmUoK6nGw4JKFBeKUVUhhVKlBt+JAy9fF4S29UZERz9Edg5AZEwA2nfyR0RHXwS19oSHlxAcLhtymRLlJTV4mF+FkiIxxJVSB6xL5ngK88tx6UwGTh65gaMHr+LkkRu4dCbDcYJSpEk12Yypjh074vbt20hPTzd4vGvXrrrff/jhB0yfPt1o2wsXLuDMmTNgGAYhISGN3lbS+OQVVVDWSJq7GVZTKZWQ1dSA7VxdZ/E7trMTuG50pxohhBBC6pabm4uBAweiuLjY4nqJiYl4+eWXjbIPPA6qqqrwySefAAD+9a9/WUwpd+jQIWzZsgUXL15EcXExXFxcEBYWhhEjRmDatGkQCoUNasOHH36IFStW6P6/d+9es3Vv1Wo1fvzxR/zwww/IyMiAk5MT+vTpgwULFqBjx44WX+fw4cN48cUXER4ejtOnTxukPW+IJUuW4IsvvqizzfpiYmKQk5OD4OBgJCcnGy2fNWsWtm7davQ4n8+Hm5sb3N3d0b59e8TGxiIhIQExMTF1vuapU6cwYsQIAMD8+fOxYMECg+UjRoxA+/btcevWLaxbt85k8J0QQsjjh8Nlo2N8KwiEPNy6no/SYjE8RAJKP+tglAoVqqtlkNUooAbg5MyBh0gAL18XuLo7QejCh7OQBx6fbdVnqw1uVVfJUFkuQelDMUoeilFWXA21GnAScCEQ8sBi0XFCSHNqssDUE088gd9++w2pqamoqqrSTTGPiIhAXFwcUlJScObMGcycOROfffYZvL29AQAnT57ElClTdLnNn3766aZqMmkk8ooqZP7vB8hKypq7KVbTTB1WgMPh1HkR5Ik80GbuVApONZB2MGT8+PFYvXp1czfHprKzsxEbGwsAWLVqFSZMmNC8DbJD+gNoJSUlzdwa+zB8+HCcPn0affr0we+//97czSHEJP1BZWsHv4nGV199heLiYnA4HPz73/9Gr169dMGT4OBg3Xrvv/8+lEolAgIC8MEHHyAyMhJcriYNjKura7O0vTZtwCI4OBhXrlyx2fOuW7cOhYWFaN++PZ577jmT61RWVuLVV19FYmKiweMlJSUoKSnBpUuX8NNPP2Hz5s1o3759vV7/2rVr+Oabb6xef8GCBVi/fr3u/xKJBPv378fRo0exc+dO9OjRw+R2UqlUF5BZvHjxIwelmppUKkVRURGKioqQkZGB/fv349NPP0V8fDz+85//4Iknnmjwc7NYLMybNw8zZ87E8uXLMWXKlAYHGQkhhLQsLBaDNlG+ELjwcCP5PooLxfD0EoDNoRRu9kylUqNGLENNtRwsFgOBCw9BoZ4Q+bjAw0sAZwG3wQFGFouB0IUPoQsfPv6uQHsfyKQKlBSJUZRfifzccpQUicFmM3BxdwKXS+mKCWkOTRaYGjx4MObO/X/27js8qqJt4PBvS3olISEJhA5CKCH0Kh0RpAmCWOgigvoKKCL4omIBbICANAXlRUCKIoIUCyBVOlKkQyAQIJDet31/5NtjNmWzSTYNnvu6uIx7ys7OnpndnefMMxPQ6/Vs376d/v37K9umT59Or169APj6669Zvnw5/v7+pKSkWKQmcXV1ZcKECcVVZFFEDCmppEfHonZ2QuPiXNLFsYnJZEKl16HVWv9gNL82Q0qqBKaEEA+8Z555RgKsZUjbtm1LRcD3mWeeYdCgQcq6NQ+73bt3A9CjRw9effXVHPeJiIjg8uXLAIwfP55BgwYVW/lKWkpKihIUeumll3L8HmYymRgxYgS///47AI0aNeKll16iVq1aJCYmsmPHDpYuXcqVK1cYOHAgf/zxB76+vjY9v9FoZPz48ej1evz8/IiKirK6/4EDB5SglLmPvH//Pu+//z6XLl3ilVde4eDBg6jV2QfL5s6dy9WrV+nZsyddu3a1qXwlbf369QQEBAAZ70NcXBx3797lyJEj/PLLL1y7do1jx47Rr18/Jk6cyFtvvVXg5+rXrx/vvPMOkZGRfPPNNzJrqhRp0LQSVWuVt3jMw6ts/M4TQjw4AoO9cXV34vTRm0TdjsfT2xknZ1nLqbRJT9OTlJCOwWDA1c2J6o/44R/kiY+fW5EGiBydtARU8iKgkhe16lXg7q14blyNJjoqCcj43HJwlACVEMWp2AJTderUYcCAAdy4cYNjx45ZBKZ69uzJtGnTmD59OgAGg4Hbt29b5I93cXHhu+++o0qVKsVVZFHENC7OaN3LzoCUrV9njKmS11iIkqLRaErNzAEhRO6krf4rMjISgJo1a+a6z61bt5S/M6/P+jBYu3Yt0dHRODk55TpbatOmTUpQqkOHDqxZswZHR0dle9u2benUqRNPPfUUN27cYNasWcrs3LwsXryYY8eOUatWLZ544glmz55tdf9Vq1YB0LFjR+bPn6883qhRI5o2bcqlS5c4dOgQLVu2tDju+vXrzJ07FxcXFz766CObylYc8mqrNWvWzDHVet++fZk+fTqrV6/mzTffJDk5mU8++QR/f/8cU7fbWpZ+/frx5Zdf8tVXX/HSSy/lGOATxa9hs+C8dxJFxt3dXWYqC/H/vMq50KxdVf45Gcn1y/dJS9Hj4e1cKlL7qUwOkFqhpItRIkymjNlRyUk6tFo1vhXcqFTFB/8gjxIJHjq7OFC5hi8Vq5bj7q14rl28x707iajUKjy9ndFo5PvFQ83oQMwNd+rUKjtj1mVVsba0tWvXcuDAAT788MNs29599122b99Oly5dcHR0VIJSXl5eDB48mCNHjigpYoQQQgghhHgQpKenA6DV5n6/mHkfQEnf97BYuXIlAF27dsXLyyvHfTKvd/TJJ59YBKXMOnTowJNPPgnAt99+S0xMTJ7PHRERwYwZMwD4/PPPbar706dPA1jchAcZaRmbN28OZKQGzGry5MmkpKQwfvx4ixSOZZlarebZZ59l/fr1yvX99ttvc/v27QKf86mnngIgPDycPXv22KWcQgghHiyOTloaNq1EaPNgtA4a7t9NQq9/+NboLA2MRhMJcancu5OI0Wii+iN+tOxYg5btaxBc3afEZ7RpNGoCg71p0b46TdpUwdPbmZioJBLjUy0mSwghikapCgF37dqVHTt2kJyczO3bt7l79y7R0dF899131K1bt6SLJx5iJpMJnU5XKj6YZs6ciY+PDz4+PgDExcUxY8YMWrVqRXBwMNWrV6d3795s2LDB6nlCQ0Px8fFR0qCcOHGCcePG0ahRIwICApTzZxYfH8/s2bPp3r07tWrVokKFCtStW5fBgwfz008/Fap+evXqhY+PDzdu3AAyBpnMr9P8z5zyEzLuLDY/br47+eeff2bgwIGEhITg5+dnsb/ZlStXmDJlCm3atKFKlSoEBQURFhbGuHHjOH78uNUy3r59m6+//pqhQ4fStGlTKlWqREBAAPXq1ePZZ5/lhx9+wGg05nisj4+Psr4UwMsvv5zt9c2cOVPZvmrVKuXx69evk56ezoIFC+jUqRNVqlShevXq9OrVix07dlg8T0JCAl988QXt27encuXKVK1alX79+impovJS0PrZu3evUt69e/cC8OOPP9K3b19q1apFUFAQzZs355133slxMND8ejPfwZ61fsx1YY3BYCA5ORmDIeOHR9br/NixY4waNYr69esTGBhI/fr1GTduHBcuXLCpfrZt28bQoUOpV68eAQEB1KhRg27dujFnzhwSExOtHhsXF8dnn31Gt27dqFatGv7+/tSqVYuWLVvy/PPPs2zZMu7evavsP27cOHx8fNi3bx8A+/bty1YfuS0oX5i2mvV6/PPPPxk2bBj169fH39/f4jmzXqe5uXfvHh9++CHt27enatWqBAYGEhoaypgxYzh48KDVeitIX2VNWe9Df/31VwYOHEitWrWoWLEizZo1Y+rUqRYzanKTUzu19jwvvvgiYWFhVKpUicDAQBo1asSQIUNYtWoVycnJwL99ceabh3r37p3tWjX302B53Vy9elV5fP/+/crj3377bZ6vZ/bs2cr+586dy3GfkydPMmHCBJo3b05wcDCVKlWiefPmTJw4kUuXLuX5HLbas2cPY8eOJSwsjIoVK1K5cmXatGnDtGnTlBlRmWWuA7OPP/7Yos7GjRun9APW6jdz3ZrZ41pLSEhg/vz59OnThzp16lChQgUqV65M+/btefPNNy3arrldmQNEN27cyLEPz68bN25w9OhR5XXn5sSJEwBUr17d6oyyzp07A6DT6di6dWuez//GG2+QmJjI4MGDadOmjU1ljo+PB6BChex3RPv7+1vsY7Zjxw62bdtG9erVeeWVV2x6nuKS9XO1IFq2bMlLL70EZKxDtXDhwgKfKzQ0VMmgkVc/LcTDIjk5mZMnTyqfzUIIUKlVVK7hS/P21fAP9CD2fgqJ8WklOqZjUukxOUZjUulLrAzFxWAwEheTQnRUIg6OGkLCgmjbtTYNmlbC198dlbrkZ7BlptaoCapcjpYdaxDSuCIA9+8modNJQPOhpNLj4Z9MWnpqSZfkgVdsqfzyQ61WKz/chCgtSkNQKqvw8HCefPJJi4E9yBh83Lt3L1u2bGHJkiVW78IGWL58OW+++SZ6fe5fkHbv3s3IkSOzrU9y584dtm/fzvbt2+natStff/017u7Fu76WyWTipZde4vvvv7e637x58/jggw/Q6XQWj4eHhxMeHs6aNWuYOHEiU6ZMyXaswWCgfv36OQaeIiMjiYyMZOvWraxcuZIVK1bYtQ4SEhIYOXKkMjhntm/fPvbt28cHH3zA2LFjiYiIYODAgdkGaHfv3s2ff/7JokWLlDuNc1KY+snMaDQyZswY1q5da/H4pUuXmDdvHlu2bGHLli05DtrZQ26DZytXrlTWOjS7desWq1ev5ocffmDhwoX07ds3x2NTU1MZPXo0mzdvtng8PT2dI0eOcOTIEZYuXcqaNWto0KBBtuPPnz/Pk08+mW2A+v79+9y/f58LFy6wZcsWDAYDL7zwQj5fsSV7ttUPPviAzz//vFDl+eOPPxg+fDgJCQkWj9+4cYMbN26wdu1aRo0axcyZM/NMyWRLX5UfZa0PnTp1arYB3cuXL7Nw4ULWrVuXZx9oi+joaEaOHJljMPv69etcv35daQf2Xl+sVatWVKpUiYiICDZs2MDQoUOt7r9+/XoAGjRoQJ06dSy2GY1G/vvf/7Jo0aJsn9+XLl3i0qVL/O9//+Pjjz9m2LBhBS5zamoqL7/8Mj/88EO2bf/88w///PMPy5cvZ+nSpXTv3r3Az5Mf9rjWdu3axQsvvMD9+/ctHtfpdJw6dYpTp06xdOnSIl+zLHMAtWnTprnuZy6Hn5+f1fNl3r5//36r1/CPP/7I9u3bKVeunJJu3Baenp4AFjcamJkfM+8DGdfQ5MmTAZgxYwZOTk42P1dxKUxQymz06NEsWLAAo9HIL7/8wnvvvVfgczVp0oTw8HAlfaMQDzuj0UhCQkKuN8gJ8TDzKudKs3bVuHrhHpfP3eX+3SS8fFyKdC2j3JlArcv47wPKoDeSEJeKXm/Es5wLdUMDCarsXeIzo2zl6KilVkgF/AI8OP93JLdvxuPi6oCru2OpSAcpionKhNbJiEk+V4tcqQxMCSFsM3LkSMLDwxk+fDi9e/fG09OTM2fO8MUXX3Dp0iU2btxIQECA1bUKjh07xtq1a6lYsSIvv/wyjRo1Qq/XW9wJffDgQQYOHIhOp8Pf358XXniB+vXrExAQwO3bt/nxxx9Zu3Ytv/76K2PHjmXFihX5fi3z588nKSmJp556isjISHr06JEtAOLm5pbjsYsWLeLMmTO0atWKESNGUKNGDeLi4ixmcHzxxRe8++67ANSrV48RI0ZQvXp1vLy8uHTpEkuXLuXw4cN8+umn+Pr68uKLL1o8h3lg89FHH6Vz586EhIRQvnx5EhMTuXbtGitWrODw4cPs2rWLSZMmKQu1m+3du5fbt28zYMAAIGOA+fHHH7fYJ7cBtddee42TJ08ycuRIevbsibe3N6dOnWLmzJlERkYybdo0OnTowMsvv0x4eDivvfYanTt3xtXVlb/++ouZM2cSHx/PxIkT6dChQ47PU9j6yeyjjz7i0KFD9OzZk0GDBhEcHMzdu3f5+uuv2bFjB1euXGHq1Kl89dVXyjE9e/akUaNGLFu2jGXLlil1llVgYGCuz2vNqVOnWL9+PX5+frz22ms0btyYtLQ0fv31VxYtWkRaWhovvvgiVapUISwsLNvxY8eOVQbjzbOsateuTUxMDD/88AOrV68mMjKSvn37smfPHoKCgiyOf+mll4iMjMTBwYEhQ4bQpUsX/P39MRqN3Lp1iyNHjrBlyxaLY6ZOncq4ceN45ZVXOH78OGFhYcybN89in6zpquzZVjdv3szZs2cJCQnhpZdeom7duqSmpuaYgspavT/zzDOkp6fj4ODAqFGjePzxx3F1deXvv/9m7ty5hIeH89VXX+Hq6qpcgzmxpa/Kr7LUhy5cuFAJSgUGBlpcxzt27GDRokUMHz6clJSUAtdHcnIyvXv35uzZswDKDKm6devi5OTEzZs32b9/Pxs3blSOCQwMZO/evRw/flyZ6TFv3rxs7ahixYp5Pr9KpaJ///7MnTuX/fv3c+vWrWxtyezMmTP8888/AEq/mtmbb77J119/DUDr1q0ZPHgwVatWxcXFhdOnT7No0SLOnTvHhAkTqFChQrb+2BYmk4lhw4YpM1e7d+9O3759qVKlCmq1mmPHjrFgwQIiIiIYNmwYW7duVerF3OcByrogI0aMYMSIEcr5vb29AZQZq7nVb+a6tce1tmfPHgYOHIher0ej0TBw4EB69OhBpUqVSE1N5fz58/z2229s375dOWbkyJH07t2bjz76iF9++YXAwEDWrVuX7zrN6sCBA0DGTM6qVavmup+bmxtxcXHZZiJllXn7+fPnc90vLi5O+Q7yzjvv4Ovra3OZ69Wrx8mTJ/npp58YPHiw8nhERASHDh0CsLiBYc6cOVy7do0ePXrQtWtXm5+nrKlYsSK1atXi/PnzXL58mTt37hT4BpXGjRvzww8/EBkZyZUrV6hevbqdSyuEEOJBonXQUKteBcoHuHP+1G3u3oxH66jBw8sZdSmbuVNWZQ5Iefu6UrVmeYIqe+PgWBIBwMLz9nGladtqXDkfxaWzd4i5l4y3r6tcL0LYmQSmhCjDjh07xtKlSy3WMQgLC6NPnz707NmT06dPs2TJEp577jlCQkJyPMf58+cJCQlhy5YtFms3mBfl1ul0jBkzBp1OR+fOnfn2229xdf13AcDQ0FAee+wxWrVqxfjx49m8eTM7d+6kY8eO+Xot5rQs5pkJXl5euZY5qzNnzvD000+zYMGCHO9iOXfunLK23aRJk3jzzTct9mvUqBFPPvkkY8eOZe3atXz44YcMGjRIGRSEjAW3Dx06lOPgR5s2bXj22WeZMWMGn3zyCd9//z0TJ060SCcUEhJicWd6YGCgza/v2LFjrFixgp49e1qUuXHjxrRv3x6j0Ujfvn1JSEjg559/trirPCwsjBo1ajBo0CASExNZt24dY8eOtXv9ZHbo0CGmTp3KxIkTLR7v0qULAwYMYOfOnWzatIl79+5Rvnx5IOP99vLyUv7fXGf2cvr0aYKDg9mxY4fFQFjr1q3p1KkT/fv3R6fT8cYbb/Dbb79ZHLtjxw5lIL59+/Z8//33FgGhTp060axZM8aPH09MTAxvv/22ElwDuHbtmpJm6oMPPsg2I6pJkyb06tWLd999l7i4OOXxoKAggoKClPbm6upqtU7s3VbPnj1L+/btWbNmjcUd/K1bt861DFmNHz+e9PR0NBoNq1evplOnTsq2xo0b07dvXx5//HHOnz/P/PnzGTRoUK6pe/PqqwqirPShUVFRShu1dh0PGDCgULPJPvzwQyUoNWrUKGbNmpWtL+jZsyfvvPMOsbGxQMZ6RyEhIRYzZ6pUqVLg9vvUU08xd+5cjEYjGzZsyDWtmXm2lFqtzraWz86dO5Wg1Ny5c3n++ecttjdu3JiBAwfy9NNP8+effzJ58mS6du2a58y4rFasWMGOHTtwcHDgu+++o0uXLhbbmzVrxqBBg+jRowfnzp1jypQpSvo4c5+XWfny5XOst6CgIJvq1x7XWmpqKmPGjEGv1+Pq6sqaNWuUwJlZixYtGDJkCBEREcpjfn5++Pn5Ka9Jq9XapQ/PKZCTk9q1a3P48GEuXLhg8dmSlTnQBXDz5s1cz/fOO+9w584dWrRoke36ycugQYNYtWoVO3bsYPz48QwcOJDo6Gjef/99dDod1atXV9aaunbtGl988QUuLi5WA+D2Eh4eblNKRXvNSs0qNDRUCQheuXKlwIGpzKmRT5w4IYEpIYQQNinn60azdtW4eS2GS2fvcP9uIq5ujjIbphCyBqSq1SpPYGXvEpqRZl8arZpa9Srg7ePKmRM3uX83kXK+rmgfgNcmRGlRomtMxcbGKmlh8vqXlJRUkkUVolR67LHHsg3IAXh4eDB79mwgI7XDN998Y/U8n3zySa4Liv/www9cv34dZ2dnFi5caDHIldnQoUNp3LgxYLkIeXHw8vLKNoCa2YIFC9DpdISFhWULupip1WpmzZqFk5MTiYmJ/PTTTxbbVSpVngMfkyZNwtfXF5PJZNPaFbbq27evRVDKrF69esrg97179xgzZkyOqY66du2qLKSe0+wSe9RPZo0aNWLChAnZHlepVEpQTK/Xc/jw4VzPURTef//9HAfB2rVrx5AhQ4CMQEXWtbTMM7scHByYN29etllKkHH9t2/fHsiYaZR5Yfc7d+4of1sL6qhUqlyDfbawd1tVq9XMnTu3wGmljh49yrFjxwAYMmSIRVDKzNvb26KvyhzQy4m1vqogykofunr1amXdiNyu40cffVS5jgsiLi5OWdepUaNGzJgxI9c+1dHRschSLoeEhCgBDXPwKSuTyaSsLdOmTZtss6rmzp0LZKxdmFtQwdnZmVmzZgEZaSX37NmTr3KaTCa++OILICNFWdaglJm3t7eSsuyvv/7i8uXL+Xqe/LDHtbZmzRol5ejbb7+dLSiVWaVKlexU8tyZ107LLdBkZp7xZjAYlCBuVpcvX7ZYjyu3dQEPHDjA//73P7RaLZ999lm+B6oyf6Z8++239OzZk+eff54LFy7g4uLC/PnzlbSlb731Fqmpqbz22mtUrlw5X89TEK+88gpt27bN819O66LZQ7ly5ZS/zcHtgsh8PYSHhxemSEIIIR4yGo2ayjV8adW5JnUaBmIywb07iSQnppfK5RtKK4PBSOz9ZGKik3H3ciasZWVad65J5Rq+D0RQKjO/QA+at6tOULA3MfeTSUvR5X2QEMImRRaYmjt3Lh999BEfffSRkmolq//+979Uq1bNpn+5rfshRHHJ753UxcHa2ghNmjRR1tzIaa0Qs4oVK9KqVatct5sDLK1bt85zYMg86F7cAYfu3bvj4eGR63ZzuqFevXpZHWDKPEsrr9dgNBqJjIzk4sWLnD17lrNnz3L+/HllgPTMmTP5fRm5evLJJ3PdVr9+fZv2q1evHpBxd3ZW9q6f/v3753qezHc551SWwlKpVDg7O2d7fm9vb3r06JHrcc8++6zyd+b2otfr2b9/PwAdO3a0OhBrHojU6/Xs27dPeTwgIED5O/OgqL3Zu622aNGiUAOlmevxueeey3W/li1bUrt27WzHZJVXX1UQZaUPNT9/fq7j/Przzz+V4Nfo0aPRaIrnB2VOfYV5LbxTp07lmG7t4MGDymydrGn84uPjlTSgvXv3tvrcjzzyiJKiLb+fW+fOnVPWJsvreTIHpIvy89Ee15o5LaGbm1uhAp32kJaWpgSP8grajxgxQkn1+u233zJmzBjOnDlDeno60dHRfP/99zzxxBMkJSXh4JCxxkFOaS/T09N57bXXlLUrCzrra/bs2cyaNYuQkBCcnJzw8vLi8ccfZ9u2bcoNJVu3bmX79u1Uq1aNV199FcgIeH711Ve0bduWwMBAatasyciRI7ly5UqBymEPuX2uFkTmmeO5BQZtkTnAlfnmDyEeVk5OTtSuXbtUrlEnRGnl4upInYaBtO5ckxp1/TEYjNy7k0hiQhpGYxEFqEwaSPfM+G8ZpQSk7v1/QKrFgxuQyszV3ZGwVlWo/ogfiQnpJCWmlXSRRFEyaki674SDQ/abkoV9FclI+y+//ML48eNRqVQ0aNCASZMm5bqvrXck/PHHH2zevJknnnjCXsUUwmYqlapUTu3OaS2czBo3bsy5c+e4dOkS6enpOc70MAcscmNOQfbHH3/YlP4FLBf81ul0XLx4Mdd9a9WqpQwSFZS1gaMbN25w7949AKZPn27zAuY5LVpuMplYt24dK1eu5OjRo1bXcsm6YHxhZE4JmFXmBdSt7WeezZF1IMie9WNmDjLkJPNgUmEGpXKjVquVO9Eza9iwodXgcoMGDXB0dCQ9PV1JZQYZwTPzYH2TJk2sPnfm2WqZb8ioUqUKrVq14sCBAyxcuJA//viDXr160bZtW5o2bZrrrIb8KmxbzSqvviEv5jpwdHTMMw1XkyZNuHDhApcvXy5wX1UQZaEPhX/rMj/XcX79/fffyt/2DgBak1N77d+/P9OnT8dkMrF+/XqmTp1qsd08k8rJySlbUOjUqVPK4u8vvPBCttSZubHWFnJifl8hY+adrfL7PPlhj2vNfB2EhobarW8qqJiYGOXvvAJTnp6efPfddwwaNIioqCjWrl3L2rVrs+03bdo0vvzyS+7du2cRJDH7/PPPuXjxIpUqVbL6+yUvKpXK6vWXkpLCW2+9BcDMmTOVweTXX3+d5cuXK7O0o6Ki+PHHH9m9ezdbt26lVq1aBS4TwKZNm6zOgjMLDQ3lxo0bQO6fqwWRkJCg/G3thqK8ZL4ezJ/RomSFX7pPapY7yJ1dHKhS0/b12UTBOTg4FNlMZiEedB5ezjRoUomqNctz40o0N8NjuH83EQdHDe4eTnZN26ZCDUYXu52vOCkp+wxGvH0erJR9tnJw1FC/SSWcXRy4cPoORmMqHp7OJV0sUSTUpCc7oNGUvgkKD5oimTGVOUf6V199ledME1sH/D/77LNClUuIgjKZTBgMhlI3tdvPz8/qdvMPFJPJlGvKlLwGe8xBi/zIHLCJjIws8nQx1l5DVFRUgc6ZNeiUmprKoEGDGDNmDHv37rUalDLvby/WBgczDxbZsp/BYLB43F71k5mLS+5ftjOXN2tZ7MFoNJKenq4MTJvlNXtAq9UqQbPMg6GZ/7a1vWU9DmDp0qU0a9YMyFiT6NNPP6Vv375Uq1aNnj17snz58kJfM4Vtq1kVNmWeuQ7KlSuX5/cAc2q6wvRVBVEW+lD4ty7zcx3nV+Y1jAq67ktBZG2rkJEizhwcy5rOT6fTKalEu3btmu06LYo+LScFfZ6iHES3x7Vmvg6K8xrIjbPzvz/0bXl/GjVqxO7du3nhhReyDdA2btyYNWvW8Nprr+U6C+vChQvMmTMHgFmzZuHm5la4F2DF559/zvXr1+nRowddu3YFYN++fSxfvhxXV1c2b97M4cOHuXjxIr179yY6OrpQgbLCyO1ztSAy9zOF6dMzXw+FvblJ2MfeXy/w8+oTFv/2/nqhpIv10NDpdNy6dQudTtJLCVFQHl7OhIQF0bZbLUKbB+Ph5Ux8bOr/p/mzzywqE0ZMmmRMFP4ztbjodQZi7iURG52Mh/fDM0MqN2q1ilr1KlCvcRBGvZG4mPz9hhBlhREn9/QiW3dV/Mvuob8bN26wf/9+VCoVnTt3znG9k5yY06HkZPTo0fz666/s2bOHa9euUbVqVTuVVgjbGQwGu90xai/2mMWVV7omc/CgS5cuvPvuu4V+vqJg7TVkDn688cYb9OnTx6ZzZh2Q+uyzz/jtt9+AjDVNRo4cSWhoKP7+/ri4uCjXRs+ePTlw4ECpC2Lmxl71U1qYTCbS0tKyXRMlPeMxKCiI7du3s3v3bjZv3sy+ffs4f/48Op2OAwcOcODAAebPn8/3339PzZo1C/Qc9m6r9krlZq+6L4rUcmWtDy3p67go5NZXDhgwgP379xMeHs6hQ4do3rw5kDEbyDy4bU75l1nmPu3zzz9XjstLfgfJMw/Sr169WlnHLy95BUMLoyx8XueHl5cXWq0WvV6fLdifm4CAAGbNmsWsWbO4c+cOCQkJ+Pv7K7OLb968qdwEYE7VabZw4ULS09OpWrUqycnJyjpmmWWeDfvnn38qaeS6d+9u8+filStXmD9/Pi4uLhY3861ZswbISH1qDsw6ODgwa9Ystm7dyu7du4mIiCiWtb0yy+1ztSAyz8ws6GcdWK5PZc91B4Uoq9LS0rhy5Qqenp4SrBWikFxcHalW24/KNXy5fzeRyBtx3L4ZR3RUEmq1Cld3R5yctQX7Xq4ygEMCGB3AVLrGlrJKT9OTGJ+Rrq5ceVeq1CxPYCUvu84gK6tUKhVVa5VH66Dh9NEI4mJS8CpXNmfCiVyoDbiWS0evz38mEpE/dg9Mme9iBXj55ZdtPq5KlSq5bnvrrbf49ddfMZlMbN68OV/nFeJBdvfuXasDFOYUPSqVqsB3pvr4+BAZGYlOpyvQWguVK1e2uEO2uGVOZ+Tg4FCg12AymVi5ciWQkeLqp59+yjVIaevgWWlhj/opC/Ka3ZB54DPzjJPMf+d1jswpsXKbtdK+fXvat28PZNw5vmvXLlasWMGff/7J1atXGTlypNX1jKwpbFu1N3MdREdHo9frrc6aMg/uFqavKoiy0IdCRtDkzp07+bqO8ytzX3Dnzh2r38uKQ9++fZk8eTLp6emsX79eCTCZZ1B5enrSrVu3bMdlfh2urq5F1hYyt/HM6++VJHtcaz4+Pty6datUrNujUqnw9fXlzp07xMXF5fv4ChUqZJv5dfLkSeXvxo0bW2wzp8C8du2aTSkgP/30U+XvEydO2ByYmjx5Mmlpabz11lsW6/idPn0aIFswtUKFClStWpWLFy9y5syZYg9M2UtERASXLl0CMtI45zUD1JrMgamyWh9CCCFKN41GjX+gJ/6BntROrkBUZAK3bsQScy+JxLhUNFo1Lq6OOLkUMEhVCplMJlKTdSQlpqPRqvEL9KBKDV/8gzzRaEp3IK24qVQqgqv5oAL+PhJBfEwKnhKcEiLf7N6zmBdR1mq1dO7c2S7nbN++fYEXpxbiQXb8+HGbtteoUSPHtVFsYV4b5vjx4wVatyS/7P2lrmrVqsqd0n/99VeBzhETE6MM0vXp0yfXoFRiYqIy6JKT0viF1R71Y09FVUenTp2yOg379OnTyvVdt25d5fGqVasqKRKPHj1q9Tkyb898jtz4+Pjw5JNPsnHjRh5//HGlnJcvX7bYz9Y6Ke62mhdzHaSnp3Pq1Cmr+x47dgwoXF9VEGWlDzXXZX6u4/wKDQ1V/t6/f3++j7d32/X29qZLly4AbNy4Eb1eT1JSElu3bgWgd+/eOS7y3qBBA6UsRdmnNWzYUPm7NPSdYJ9rzXwdnDhxolSs3WO+9q19tuZH5hvo+vXrZ5dz5sfmzZv57bffqFatGq+++qrFtvj4eMBy7Ugz82PmfcqiJUuWKDMNe/bsWahzZb4ess58E0IIIezNxdWRyjV8adG+Om271qZh82B8K7ij0xm4fzeJ+3eTSExIQ6+3f6r64qDXG4iLSeHenUT0eiNVavjSskMNWjxancBgbwlKWVGpmg8NmlTCBCTE2W85ByEeFnbvXcx3IjZu3NhuqZ5UKhUNGzbEZDJZLDYtxMPOnPYlJ8eOHVNSzphnaBRE9+7dgYzBkFWrVhX4PLYyDzSmpaXZ5XwajUZZv2Hnzp2cP38+3+fIPBBsbaDuf//7n9VB48yDqKUhcAD2qR97yrymiL2uAcgILm7bti3X7d99953yd+b2otVqad26NQC7du3i5s2buZ7jf//7n3JMmzZt8lW+Rx99VPn7/v37FttsbRPF3VbzkrkeM9dvVocOHVKuu8L0VQVRVvrQDh06APm7jvOrXbt2yve2pUuX5nsNuMz9m73a7oABA4CMtZN27tzJL7/8ovTBOaXxg4x1uMxppNevX1+gdZdsERoaSlBQEADffvutXdcVLCh7XGuPPfYYkPFZ9+233+b7eHMfbq/POHNKu0uXLpGQkFCoc507d44ff/wRyGjTWVPJLViwgOjoaKv/Mq/ztGnTJuXxzDOfcpOcnMzUqVMBmDlzZrbAqjn4dOvWrWzHmh/z8PDIxysuPQ4ePMiiRYuAjGtkzJgxhTqf+aYBBwcHiyCxEEIIUZRUKhUeXs5Uq+1Hyw41aNetNmGtKhNcvRwater/16RKIDoqiaSENHTppW+dcjODwUhSQhr37iQSH5OKq5sjDZpUom3XWjRqWZnyFdxRqUvfjbWlUXB1H0IaBaHXGUlOKh3jPEKUFXYPTN25cweVSkXFihXtel5zmoaCLjYtRGGVtvWlALZu3aoMsmSWmJjIhAkTgIxyDxs2rMDPMXjwYKU9T5s2Lc876Q8ePMi+ffsK/HwBAQFARiodexk/fjwajQaj0ciwYcOsBhcMBgPr1q2z2Kd8+fLKGgYbNmzIcdD12LFjzJgxw2o5fHx8lFkX1tbVK26FrR97ypx2qSB1pFKp0GpzTqfw9ttvW6TbM9u3b58yANuoUaNs6Z1GjRoFZAy0vvrqqzkuLL1y5Up27twJwBNPPKFcx5Axy8XajCGTyaSk71OpVNkGOM11Eh4ebvWHTXG31bw0adKEsLAwAFasWJFjisL4+HiLvmr48OFFVp6clJU+9Omnn8bFJSM1hC3XcUF4eXkxdOhQIGO2zJQpU3K93nQ6XbbvY5mv+fz039ZmWnXv3l0ZiF+/fr2Sxi8wMNBq8Pf1118HICEhgWHDhllNA5eWlsZXX32V78CSWq1WrpFr167x0ksvWQ3IxcfHs3Tp0nw9R37Z41obOHAggYGBAHz44YdW+4icPgfM/VVUVFShA0nwb2DKaDTmeXNaTgEds4iICJ577jn0ej1OTk7MmjWr0GXLr88//5wbN27w+OOPKzeEZFavXj3g33SVZvv27SMyMhKA+vXrF31Bs7D2uZoXo9HIqlWrGDBggHLjzkcffYS/v3+hymSeZdusWTPc3d0LdS5hH9361eeZMS0s/nXrV/zX68NKo9Hg7e1dJOtxCiFyplKpcPNwonJ1X8JaVqF9jzq06liTBk2DCQz2Rq1WkZSYxv27Sdy7k0DM/SSSE3UYdVqMelOxB6wy1ozUEx+bMTMq9n4KKrWKao+Uz5gJ1q02Ner64+7pnPfJRDZVavpSq54/KUnppKXmfrOyKCNMKnQpGtRq+VwtanZfY8qc89uWvOE9evSwOb+4+S7ezDnFhSgu5h/lpU1YWBijR49m//799O7dGw8PD86cOcMXX3zBxYsXgYxBdfNgR0E4OTmxbNkyevfuTWJiIn369OHJJ5+kR48eVKlSBaPRyJ07dzhx4gRbtmzh7NmzzJo1K98zRsyaN2/Onj17OHbsGHPmzKFLly5KKjVnZ2flDvX8CAkJYfr06UydOpXz58/Tpk0bhg4dSrt27fD39yc1NZUbN25w+PBhNm3axO3bt9m7d68ywKdWq3nqqaf46quvOHPmDD169GDs2LFUr16d+Ph4fv31V5YtW4abmxsBAQG5phzSarWEhYXx119/8d1339GwYUPq16+vLFJcrly5XNcmKkqFrR97yry2xtSpU5k4cSIVKlRQBsQqV65stS2q1WplAD+z+vXrc/78eTp27Mj48eNp3Lgx6enp/PrrryxcuFBZA+njjz/Odmy3bt3o06cPP/30Ezt37qRbt26MHTuWWrVqERsbyw8//KDMVClXrhwffPCBxfGnTp3i5ZdfpnHjxjz22GOEhobi7++PTqfj+vXrfPfdd+zatQuAxx9/3GKA31wnq1atIioqiqlTpzJw4EDlznoHBweCg4OB4m+rtpgzZw5du3YlPT2dQYMG8cILL9C9e3dcXV35+++/mTt3rhLEePnll4t9nZ6y0of6+/vz1ltvMW3aNK5fv25xHaelpSnXcWBgICkpKQWeJTRlyhR27drF2bNnWbp0KYcPH2bo0KGEhITg6OjIrVu3OHDgABs2bGDq1Kk888wzyrGVKlUiKCiIW7duMX/+fIKCgqhZs6YySObn55fjbA9rN304OzvzxBNPsHr1an755RdlFk7//v2tHte1a1defPFFFi9ezP79+2nZsiXDhg2jZcuW+Pj4kJSUxNWrVzlw4ACbN28mNjaWp59+Ot/1NXz4cHbt2sXmzZv56aef+Pvvvxk6dChNmjTB09OThIQELly4wL59+9i2bRtOTk42rV1UUPa41pydnVm0aBH9+/cnOTmZfv36MXDgQHr27ElQUBBpaWlcvHiRX3/9lW3btnH79m2LMpj7cKPRyMSJE3nhhReUdNwA1atXz9drat68OeXLl+fevXv8+eeftGvXLtd9J06cyL179+jVqxdhYWF4eXkpxy1fvpyEhATUajWzZ8+mdu3a+SpHYV2+fJn58+fj4uKS600sgwcPZtWqVezdu5dx48bx3HPPcfPmTd5++20A2rZtWyLrKeX2uWp26dIlEhMTgYxBr/j4eO7cucPRo0fZsmWL0ser1WomTZpUqEA/ZASczTOmCpsSUNiPX0DZnM33oHBxcSmRwLUQ4l8ODhrKV3CnfAV3qj/ih15nIDEhjcS4VBIT0oiPTSE+NpXkaDW6dB1GYxoqVJgAtVqFRqNCrVGj1qhQqzP+qVQqVGoVKv7/Zq7/v0dEBViEtf7/f0wmEyYTGI0mDAYjBoMRfboBg8EEmHBw1OLq5kjl6h74VnDHp7wbjk6lb5yrLFKpVNQKqUBaqp6r56PQ+LqidZCgRpll0pJ43wVHx+yp44V92b0HMg9A2JKX/vHHH1fW1ciL+QdPaZy1IkRJWbZsGX379uXrr7/m66+/zra9V69e2QbJC6JZs2Zs2rSJESNGcPPmTdatW8e6dety3b8wqWaGDx/OsmXLiImJYfr06UyfPl3Z1qZNG37++ecCnfell17C1dWVqVOnEh8fz7x585g3b16O+zo6OlqklIOMWQp//fUXp06d4vjx49kGF8uVK8e3337LjBkzrK6FMX78eAYPHkx0dHS2c0yaNInJkycX6PUVVmHrx16qV69O37592bhxIzt37lRmIZmdOHHCasqkzHeeZb67u0GDBowaNYrXX3/dIhWTmaOjIwsWLFBSgGW1cOFCDAYDmzdv5uTJk7z44ovZ9gkMDGTNmjW5Bk+PHTum3OWdk+bNm/PFF19ke/zJJ59kzpw5XLt2jUWLFinpkACCg4OVFLpQvG3VFg0aNGDVqlUMHz6chIQEFixYwIIFC7LtN2rUKKZNm1akZclJWepDX375ZSIiIliyZAmRkZHZrmNfX1+WL19eqFlnrq6u/PTTTwwdOpT9+/dz4sSJfKVQnjBhAq+//jrh4eE8++yzFtvmz59vEcgyy+tu0aeeeorVq1eTlJRk8VhePvroI8qVK8enn37KnTt3rM6QcXNzK9Bd5iqViq+//pq33nqL5cuXc/XqVd59991c97f1ZqzCsMe11q5dO1avXs0LL7xAbGwsq1atsjk14KOPPkrTpk05cuSIxSw3s+jo6Hy9HkdHRwYNGsSCBQuUgGhuTCYTR48ezXU9wHLlyvHJJ5/w5JNP5qsM9vDmm2+Snp7O5MmTc/0Ma9OmDcOHD2f58uWsXr2a1atXK9u8vb355JNPiqu4FnL7XDUzp9y0pnHjxrz33nt2uRFi8+bNpKamotVqS+S9FKI0MplMGAwGNBpNqVzTVoiHkdZBg7ePK94+rspjBr2BpKQ00lMNpKXqSUvVk5qiIzVZR2qKjrQUHXqDEYPehN5kxGg0KcEmzP/NgbnZq1QqVCpQqVVoNGqcHLX4lHfDq5wrbh5OeHo74+7pjFpS9BUJtUZN3UZBpCbruHUjFl9/d6nrMssEquKf2fgwsntgytfXl4iICLvn9DefL/Ndl6JsM6SU/HoMtjKZTOj1OrRaB6tf9ov7NVWpUoWdO3cyf/58Nm/eTEREBFqtlvr16zN06FCbBu9s1axZM44cOcLq1avZtm0bp06d4v79+6jVanx9falduzZt2rShV69e1KpVq8DPExQUxG+//cbs2bPZv38/t27dstvaHUOHDuXxxx/nm2++YefOnVy6dIm4uDicnJwIDAykbt26dOzYkV69emXrazw9Pdm6dStffvklGzdu5MqVK2i1WoKCgujWrRsvvviiTTOIunXrxsaNG1m8eDHHjx/n3r17OaaGKwmFqR97Wrx4MY0aNWLTpk3KndjmBdPzYjQaSU5OxtXVNdtA85AhQ6hbty4LFy7kr7/+4v79+/j6+tK+fXteffVVqwuoOzs7s2LFCrZt28aqVas4evQo9+/fx9XVlRo1atCzZ09GjRqVY0qh/v374+fnx65duzh+/DiRkZFERUWh1+spX748oaGh9OvXjyeffDLHmy/c3d3Ztm0bs2fPZufOnURERFi9+aO42qqtOnXqxNGjR1m0aBG//vor165dIz09HT8/P1q1asXw4cNp2bJlkZcjJ2WtD505cyadO3dW+o+UlBSCgoLo0qULr7zyil1mMfr6+rJ582Y2b97M+vXrOXLkCPfv30elUhEQEEBoaCg9e/akV69e2Y4dMWIEfn5+fPPNN5w+fZqYmBir6+4BebbtRx99lICAAGVmziOPPEKDBg3yfB0qlYpJkyYxaNAgli9fzp49e7h27Rrx8fG4uLhQsWJFGjZsSMeOHenZs6fVGSHWODg48OmnnzJixAhWrFjB3r17iYiIICkpCTc3N6pUqUJoaChdunRR1m8qava41jp37szx48dZtmwZ27dvVz4PXF1dqV69Oq1atcoxIKFWq9mwYQNffPEF27dv59q1ayQlJRXqR92QIUNYsGAB165d4/DhwzRr1izH/V577TVq1qzJwYMHuXnzJtHR0Xh5eVG1alV69OjB888/XyK/IzZt2sQff/xBtWrV+M9//mN1308//ZQ6derwzTffcOXKFVxdXXn00Ud5++23qVGjRjGV2JK1z9WsHB0d8fT0xMvLi0ceeYSwsDC6detmU5u1lTnY2bNnT4v0v0I8zJKSkjhx4gSNGjWS9JZClGIpqSn8fSqjrZavkHOmFIPBiF6XMdvJaDBiMGQMjhuNJkzGjO9T5q9V/wakUGZXqf8/KOXgpMHBQYLVxc3BQUO9JhVJTk4n9n4S5cq7yXtQFqn1lKuURFpaCiCzwouSymTn8F+zZs04evQo/v7+2dJ7FEaFChW4d+8ejRs35vDhw3Y7r/hXamqqspZA/fr1lbVw8pKens7du3fx9/e36RhdfCKXP19OenRsYYpbrDICU3qbcuw7+nhTY8JwHDyL5kfBzJkzlXRj+b3zWIgHncFgsBhACw0N5caNGwwePDjHmTri4SN9aOmQta0KYc3AgQP57bffeP7555k7d25JF+ehUpra6o0bN2jcuDEGg4Ht27fnGqQsSvn93SNEcUhMTJTAlBBlgLTVh8f9u4kc2XsNo9GIp3fBboATJcdgSkPtEkvV4NpUqlK4tVEfJOnp6Zw+fRrIyPZgj0xKdp8x1bJlS44ePUpUVBTHjx9XFj4vjOPHjxMVFYVKpaJFixZ2KKUoSQ6e7tSYMLxMzZgyGgykpKTg4uKCOo8f5RoX5yILSgkhhBBCPGymTZvGH3/8wffff88bb7xRImstiZL3+eefYzAY6Ny5c4kEpYQQQgghbOHr707d0EBOHrpBaooOZxeHki6SEKWS3QNTnTp1Uu5K//jjjy3yoxdU5nUBOnfuXOjziZLn4OlepoI3BoMBQ3IyTqXgblEhhBBCiIdJ/fr1GTBgAGvXrmXOnDl8+umnJV0kUcwiIiJYvXo1Go2G9957r6SLI4QQQghhVXA1H2JjkrlyLgoHBw0abfa0/UI87OwemHrsscfw8/MjKiqKdevW8eyzz/LEE08U+HybNm1i3bp1qFQqypcvT/fu3e1YWiGEEEIIIURp9/bbb1O1alWcnZ0xmUySr/8hc/PmTV577TWqVq1KSEhISRdHCCGEEMIqlVpFnQaBJMSmce9OAr7+st6UEFnZPTDl6urKxIkTmTx5MkajkcGDB7Nq1aocF8nOy6ZNm3j22WeVH58TJ04s8OLUQhSGWq3GzU0+RIQo7aStClE2SFsV+VWpUiUmT55c0sV46JSWttqiRQtJ6S5ELlxdXWnRooVk9hCilJO2+vBxdNJSv0kQh3ZfJT42Fa9yMqZdJhi1xN50w6mmvF9FrUjmEb766qs0bNgQlUpFUlISffv25fnnn+fo0aM2HX/kyBGee+45+vXrR1JSEiqVitDQUF599dWiKK4QeVKpVKjV6hL/US6EsE7aqhBlg7RVIcoGaavCFgd3XWb7D6ct/h3cdbmki/XQUKvVODg4oFZLmighSjNpqw8nr3KuPNIgAIPeSFqqvqSLI2yiwmRUyfffYqAymUymojhxeHg4zZs35969exbpNqpVq0aLFi2oW7cu3t7euLm5kZSURGxsLGfPnuXQoUNcvXoVAHPRKlSowKFDhwgODi6Koor/l5qayr59+4CMXP6Ojo42HZeens7du3fx9/e3+Ziyxmg0kpaWhpOTk3yJEKIUk7YqRNkgbVWIskHaqqWH4XdPQXy38ACRN+IsHgsM9uLZl1qVUIkeLikpKVy9epVq1apJhhkhSjFpqw8vk9HEycM3uHbxHr5+bqg18p2qNDMYdehVcdSpU5ugYN+SLk6pkZ6ezunTpwFo06YNzs7OhT6n3VP5mVWpUoUDBw7Qv39/Tp48CWQEmq5cuaIEnnJiDkaZA1lhYWFs2LBBglKiRJlMJvR6vfwAFaKUk7YqRNkgbVWIskHaqhCln8FgIDo6msqVK5d0UYQQVkhbfXip1CrqNAwkLiaF2OgUfPzcSrpIwhqVEUcXA0ajoaRL8sAr0hBt9erVOXDgAO+88w7lypVTHs9tklbmx318fHj33XfZv38/VatWLcpiCiGEEEIIIYQQQgghhBB25+ziQEhoEBqtmuTE9JIujhClQpHNmDJzdnbmnXfe4Y033mDdunXs3LmTPXv2cOPGDfT6f3NrarVaKleuTLt27ejYsSMDBgzA1dW1qIsnhBBCCCGEEEIIIYQQQhSZ8gHuVH/Ej3N/R+LkrEWjlZR+4uFW5IEpM1dXV4YOHcrQoUOVxxISEkhISMDDwwMPD4/iKooQQgghhBBCCCHswMFBg6OTJttjQgghhPiXSqWiRh1/7t9N4t6dBHz93ZSlbIR4GBVbYConEpASZYVKpcLJyUk+MIQo5aStClE2SFsVomyQtipsMXBU85IuwkPN0dGRatWqyVpwQpRy0lYFgIOjhpBGgfy1O4WkhHTcPZ1KukgiK6OG5BhHtNUcSrokDzyZMyiEDdRqNY6OjqjV0mSEKM2krQpRNkhbFaJskLYqROnn6OhIxYoVZbBbiFJO2qowK1fejZp1/UlNSUevM5R0cUQ2atISHdFqJTBV1OQXhhA2MJlM6HQ6TCZTSRdFCGGFtFUhygZpq0KUDdJWhSj99Ho99+7ds1jDWwhR+khbFZlVre2Hf5AnsdEp8j2r1DHi4KLHYJC2WtQkMCWEDYxGI6mpqRiNxpIuihDCCmmrQpQN0laFKBukrQpR+qWmpnLu3DlSU1NLuihCCCukrYrMtFo1dRsG4eyiJSkhraSLIzJTG3Avn4pOl17SJXngSWBKCCGEEEIIIYQQQgghhCgm3r6u1KjjT2qKTlL6iYeSBKaEEEIIIYQQQgghhBBCiGJkTukXJyn9xENIAlNCCCGEEEIIIYQQQgghRDHSatXUaRCIo7OW5ERJHSceLhKYEsJGGo2mpIsghLCBtFUhygZpq0KUDdJWhSjd1Go1bm5uqNUyvCNEaSZtVeSmXHk3qj/iR0pSOga9rOtZ4kwq9OlqVNJWi5zUsBA20Gg0uLq6yg9zIUo5aatClA3SVoUoG6StClH6ubq6EhYWhqura0kXRQhhhbRVYU21R/woH+BJbHSypPQraSYtCXdccXJ0LumSPPAkMCWEEEKIYufj44OPjw8zZ84s6aIIYObMmcp7kpPQ0FB8fHwYN25cMZfMklw3lgwGA4sWLaJLly5UrlxZqZ/nnnvOYr/o6Gj++9//0qJFC4KCgpT9Fi5cWEIlLz7R0dFUr14dHx8fjh07VtLFEcUsOTmZ2rVr4+Pjw969e0u6OA+sH1ccZdHMnRb/flxxtKSLJYQQQpQZDg4aHmkQgNZBQ0qSrqSLI0Sx0JZ0AcTDKS1Vhy7dUNLFsJnBaCQ1NRVnZ2c0eUzldHDU4OTsUEwlE0JkZjAYSElJwcXFRe7uFqIUk7ZqH6NGjeKnn36yuk98fDyPPfYYly9fLqZSlS4zZswgNjaWrl270rhx41z3Cw8PZ/HixezatYuIiAiMRiMBAQF06NCBkSNHUrdu3QI9/5kzZ+jYsSN6vR6AwYMHs2DBglz3P3XqFDNmzODAgQOkpaVRu3Zthg8fztChQ60+T0pKCq1ateL69ev8+OOPtG/fvkDlNbt+/TqNGjUCYMCAASxcuDDPtjpz5kw+/vhjADZt2kTbtm0ttu/du5fevXtnO06j0eDh4YGnpycVK1YkNDSUli1b0r17dxwdHfMsa2hoKDdu3CA4OJiTJ09abHN1dWXs2LFMnz6dKVOmsHv3blQqVZ7nFPmTnJROYnyaxWMeXrJORnFJTEzk5MmThIaG4u7uXtLFEULkQtqqyEv5Cu5Uq12e86du4+SiRaOR+SQlQq3Du1IiqanJgLTVoiSBKVHs0lJ1HPjjMslJZefHislkwqDXo9Fq8/wx6+rmSKtONSQ4ZcWqVat4+eWXAThx4gSVK1cu9DkzD4ZER0cX+nylTa9evdi3bx9t2rTh559/LunilDqZB9A+/fTTPAfwHgZF0c6EsCdzigrzoHJeA/bC0l9//aUEpbp168aYMWPw9/cHwNPTU9nvq6++UoJSr776Kt27d1e2BwQEFHOpc5Y5YJFTQKOgbty4wYoVKwB44403ct3vm2++YfLkyaSnW343vXLlCleuXGHlypW8//77vPDCC/l6fqPRyH/+8x8lKJWXgwcP0r9/f1JSUpTH/v77b8aPH8/58+f56KOPcj32888/5/r16/Tt27fQQaniZjAYiI2NJTY2luvXr3PgwAEWLVpE+fLlGT16NK+99hpabcF/to4cOZJ58+Zx+vRpNm7cSL9+/exYeiFKB0n7JETZIG1V5KVGHX+ibicQF5OCT3m3ki7OQ0vuYyoeEpgSxU6XbiA5KR2tgxoHh7Jxl7TJZEKvV6HNIzCl02W8Nl26QQJTQghhxYMYQH6QZZ2FUFLkuvnX7t27gYzZJkuWLLEIRuW0X1hYGO+++25xFa9UmDt3LjqdjhYtWtC0adMc99mwYQMTJkwAMgJ648aNo127djg5OfH3338zb948rly5wuTJkylfvny+ghpLly7l2LFj+Pn5ERUVZXVfo9HIyy+/TEpKCrVq1eLtt9/G19eXVatWsWrVKhYtWkTv3r1p2bJltmOvXLnC/PnzcXd354MPPrC5fCVpxIgRjBgxQvn/pKQkYmNjOXv2LLt372b37t3cu3ePjz76iG3btrFmzRrKly9foOfy8PBg6NChzJkzh88++0wCU0IIIYQotRydtDxSP4Aje6+RmqzD2VXGFsWDSwJTosQ4OGhwdCobl6DJZEKlNuHgkPeMKb3OWEylEkIIIcTDKjIyEgB/f/9cg1KZ96tRo0axlKu0iIuL4/vvvwdg4MCBOe6TnJzMlClTAHB3d+eXX34hJCRE2R4WFka/fv3o0aMHZ8+e5a233qJr1642pd+5efMmH374ISqVivfee4+xY8da3f+vv/7iypUrODg4sH79eoKDgwFo3bo1kZGR7Ny5k1WrVuUYmHrzzTdJS0vjrbfeIigoKM+ylQbly5e3qGuzrl278p///Idz584xZswY/v77b44dO8bzzz/PTz/9ZFNqv5wMGDCAOXPmcPbsWfbu3Wu3WXlCCCGEEPbmH+RJcA0frpyLwtFZi1ot03fEg0mSVQohhBBCCFHGmNPO5ZXiLC0tY90XB4eH627LH374gaSkJBwcHOjTp0+O+/z666/KTKYXX3wxx0CJp6enMgvp7t27rF692qbnnzRpEomJiQwePJjWrVvnuf+pU6cAaN68uRKUMuvfvz8Ap0+fznbczz//zO+//06tWrV46aWXbCpbWVCnTh22bt1Kw4YNgYzA3VdffVXg84WEhCjv78qVK+1SRvGvyjV8qV2/gsW/yjV8S7pYQgghRJmkUqmoFVIBr3KuxMWk5H2AEGWUBKaEsIFKpcLBwaFULJY8c+ZMfHx88PHxATLuCJ4xYwatWrUiODiY6tWr07t3bzZs2GDT+a5fv86UKVNo1aoVlStXpmLFijRt2pTx48dz9uzZPI/fvHkzzz33HPXq1SMgIIDKlSsTFhZGjx49+PDDDzl69Kiy7969e/Hx8VHWvQFo1KiR8nrM//bu3WtzfaxatQofHx9lfSkg2/l8fHy4fv26sr1Xr174+PjQq1cvAC5fvsykSZNo2rQpFStWzLY/QGpqKkuXLqVv377UqVOHChUqULt2bfr168f//vc/q+tHpKens23bNiZNmkTnzp2pVq0a/v7+1KhRgy5dujBz5kzu37+f47Hjxo3Dx8eHffv2AbBv375sry00NNTiGPPjM2fOBGDPnj0899xzhISEEBQURIsWLfjkk09ISkqyOO7XX39l4MCByn4tW7Zk9uzZ2dbcyElh6ic0NBQfHx/GjRsHwMWLF/nPf/5DaGgoAQEBPPLIIzz//PMcPnw4x+N9fHyU9aUAXn/9dfz8/CzqyFwXtnqY29mWLVsYNmwYDRo0IDAwkKpVq9KpUydmzZpFbGxsrmU0X6vm6/H27du8++67ymvO+py2vDdGo5G1a9cycOBA5bqqVasWvXv35uuvv7Z6bWZ9D+Pj4/nkk09o3749VatWxcfHh1WrVuV6fFbXr19Xzmc+zrxWSe3atZW2NX36dOLi4uxeroK+L2Y3b97kjTfeICwsjMDAQEJCQnjmmWfYtWuXTa8/azvNzfXr13n33Xfp2LEjNWrUwN/fn5o1a9KjRw9mzpzJtWvXAFCr1QwePBg/Pz9u3LgBwOrVq7Ndp+Z+2iy366Zx48b4+PjQvXv3PF/LrVu3KF++PD4+Przzzjs57hMfH8/s2bPp3r07tWrVokKFCtStW5fBgwfz008/2W19gDt37vDBBx/QqVMnqlevTkBAAPXr12f48OG5vjfmOjAHSG7cuJFj+zb/nVv9Zq1bs8Jea5DxefLiiy8SFhZGpUqVCAwMpFGjRgwZMoRVq1aRnJwM/NuuzOtLAfTu3Tvb68lPWzXbuHEjAG3atFHaW1YnTpxQ/u7cuXOu52rbti3Ozs5AxhpYefnpp5/YunUrPj4+TJ8+3abyxsfHA1ChQoVs28xrh5n3MUtOTmbq1KkAfPzxx0UWfNRoNKjVxf+z0cXFhYULFyrfvxcsWIBOpyvw+czX/C+//EJqaqpdyigytOtWm97PhFn8a9etdkkX66Hh4uJCWFgYLi4uJV0UIYQV0lZFfri4OlK7fgVMJhNpqbatVyrsxKglLtIFR0fnki7JA69s5FETohQoDUGprMLDw3nyySe5evWqxeN79+5l7969bNmyhSVLluR6N/WaNWsYP368cje1WebFvqdMmcL48eOzHWswGBg1apSy8LpZeno6iYmJhIeHc/DgQX7//Xf++OOPQr7SovPLL7/w4osvZgvSZHb69GmeffZZZXDP7N69e8o6CN9++y2rVq1SBo8yGz9+fI53WMfExBATE8OxY8f46quvWLlyZY4pegpjzpw5vP/++xaDqBcvXmTGjBn8/vvvbNiwAVdXV9566y2WLFliceyFCxd4//332b9/P2vWrEGjyXlNuMLWT2abN29mzJgxyqAlQFRUFFu2bGHbtm0sXryYJ598Mr/VUCgPSzuLjY1l2LBh/PnnnxaPp6WlceLECU6cOMGyZctYuXIlzZo1s3quw4cP88wzz+QacLVFTEwMzzzzDH/99ZfF4/fv31fqfunSpaxbty7b7IKsLl++TP/+/bMFnAvjlVde4bvvvrN47OLFi8yZM4fvv/+eH3/8kdq1rQ/K2VIue7wvBw4c4OmnnyYhIUF57Pbt22zbto1t27bx5ptv5vVybTJv3jw++OCDbAPH0dHRHDx4kIMHD7Jv3z5+/vlnVCqVXT9X+/fvz2effcbhw4e5fv06lStXznXfDRs2YDRmpN196qmnsm3fvXs3I0eOzLae1Z07d9i+fTvbt2+na9eufP311zaldMvNunXrmDBhQrbPn1u3bvHTTz/x008/8dxzz/H555/nOSvKHuxxrUVHRzNy5EhlXavMrl+/zvXr19m8eTMAzzzzjP1fRKYyHzp0CCDXtaXAcs0ya59PWq2WcuXKERkZyeHDh9Hr9bm+J/Hx8bz11lsAvPvuu/j4+JCYmJhnmc3pGO/evZttm/mxrCkbP/vsMyIiIujbty/t27fP8zkKSq1Wl9j34Lp169KhQwd27txJZGQkx44do0WLFgU6l/laSExM5MCBA3Ts2NGeRRWixGg0Gtzc3Eq6GEKIPEhbFfkVFOzNnVvxXL98n/IV3EvluOSDSYVRXzI3Zj1sJDAlhA1MJhMGgwGNRlOqPghGjhxJeHg4w4cPp3fv3nh6enLmzBm++OILLl26xMaNGwkICOCjjz7KduyOHTsYN24cJpMJd3d3xo4dS4cOHdBoNBw6dIg5c+Zw//593n//fby8vCwWqAZYtmyZMljesmVLnn/+eapVq4arqyvR0dGcOXOG33//3eLu3rCwMPbu3cvWrVv58MMPAVi/fj0BAQEW565SpYrNddCzZ08aNWrEsmXLWLZsGUCOM0ECAwOzPRYREcGYMWNwcXHh9ddfp2XLlmg0Go4fP658Ybxy5QpPPPEE8fHxeHh4MGrUKBo3bkzFihWJjo5m27ZtfPPNNxw7doxnn32WX375Jdsdy3q9nqpVq9KzZ08aN25MpUqV0Gq13Lhxg927d/Pdd98RHR3NkCFD2LdvH35+fsqxU6dOZdy4cbzyyiscP36csLAw5s2bZ3H+3NZb+O233zh27BjNmjVj9OjR1KhRg/v377N48WJ+++035X329vZmyZIldOnSheeff57KlStz69YtZs+ezZEjR/j9999ZsWIFw4cPz/Yc9qgfs7Nnz/Ljjz9SoUIFxo0bR6NGjTCZTPzxxx/MnTuX1NRUxo8fz6OPPmqxAPrevXu5ffs2AwYMADLW2njiiScs2mrmOs2vh6GdpaWl0a9fP06ePIlGo2HAgAF06dKFKlWqoNfr2b9/P19++SVRUVEMGjSI3bt35xoMSkpKYtiwYaSlpTFx4kQ6dOiAi4sLZ8+ezXEmQE4MBgNPP/20MkuuTZs2jBo1iipVqnD79m2+++47tmzZwoULF+jbty+7d++2GiAYNmwYkZGRjB49mu7du+Pt7c3ly5fzDGjlZtmyZRw7dozGjRvz0ksvUaNGDaKioli9ejUbN24kMjKSAQMGsG/fPjw8PApcLnu8LxEREUpQSq1WM3ToUIvreO7cucyaNYuwsLAC1YXZJ598wowZMwDw8vJi5MiRtG3bFh8fH+Li4jh58iSbN29W2qXRaOSzzz5Dp9MxcOBAIiMj6dGjh7Lej5mtP96feuopPvvsM0wmE+vXr2fChAm57mue6VinTh3q169vse3gwYMMHDgQnU6Hv78/L7zwAvXr1ycgIIDbt2/z448/snbtWn799VfGjh3LihUrbK6jzH788UfGjBmDyWSiatWqjBo1ikceeYTy5ctz/fp1Vq5cya+//srKlSvx8PBQ2jL8+xn30Ucf8csvvxAYGMi6desszl+lShVlv6eeeirH+s1ct/a41pKTk+ndu7cyC9Q8Q6pu3bo4OTlx8+ZN9u/fr8xkgozP5r1793L8+HFeeeUVICPAmfV6rFixYr7q9/jx48rNAI0bN851v8x1kHU2UmYmk0kJ7Kanp3PlypVcA8/vvvsut2/fplWrVjz77LM2l9l8LR46dIhbt25ZrBX1ww8/WOwDcOnSJRYsWIC7uzvvv/++zc9TEAaDAaPRWGI/ztu3b8/OnTuBjDZa0MBUkyZNlL/3798vgSnxwEhNTeXGjRsEBwcrszuFEKWPtFWRXyq1ikfqBxB9N5H42FS8yslsu2KhMuBaLhWdLu/sQaJwJDAlhI2MRmOuM0ZKyrFjx1i6dKmy9gBkDEr36dOHnj17cvr0aZYsWaKkcTPT6XSMHz9eGSzfsmULDRo0ULY3a9aM3r1789hjj3H79m2mTZtGnz598PX9N1e8eWCpSZMmbNq0Kdudwx06dGDcuHHExMQoj7m5uRESEmKROqdmzZpW72zPi5eXF15eXhaBipzWiMhJeHg4gYGBbN++nUqVKimPZ767euzYscTHx9OwYUM2bNhgUQcAnTp1olu3bjz99NMcPXqUVatWMXToUIt9Jk+eTNWqVbMFNcPCwujduzcjR46ke/fu3Lt3jyVLlihpeQCCgoIICgrC1dUVAFdXV5tf37Fjx+jVqxfLli2zuHY7dOjA448/zpEjR1i8eDF6vZ4xY8ZYBFZCQ0Np3749rVq14saNGyxbtizHwJQ96sfs5MmTNGrUiI0bN1rcFd6sWTOqV6/Oiy++SEJCAmvXrrVYRD4kJMQiKOHn50edOnXs1l4fhnb2ySefcPLkSby8vPjxxx8tUiNCRlDsqaeeUsr6/vvvZ5thZxYdHY27uzu//PKLxSCqtcHhrJYvX64EpZ5++mkWLFhg0X66d+/OBx98wOeff87Vq1f59NNPeffdd3M93z///MPatWvp1KmT8ljW15gfx44do2vXrnz33XcW70nXrl2pW7cuM2bMICIigk8//ZT33nuvwOWyx/vy9ttvKwPqixcvzvU6Pn78eEGqAoC///6bWbNmARnX2o8//pgtkNCuXTtefvllIiIigIyB/sDAQFxdXZU69PLysrl/y6p27dqEhoZy8uRJq4GpCxcu8PfffwPZZ0vpdDrGjBmDTqejc+fOfPvtt0rfCxn94mOPPUarVq0YP348mzdvZufOnfke3L5//77SNzz77LPMnj3b4joKDQ2lV69eyjW+ePFihg0bRq1atYB/P+O8vLyAjNk8OdWb+TFb6tce19qHH36oBKVGjRrFrFmzLNpto0aN6NmzJ++8846SEtDBwYGQkBCLmUtVqlQp8HVgZp4tBVj0u1llDi7t27cv137h77//tpj1FBERkWNg6uDBg3z77bc4ODjw6aef5utmppYtW1KlShXCw8MZMGAAU6dOxcfHhzVr1igzYgcPHqzs/+abb5Kens6UKVPyHbjLr9jYWM6ePZtnYOrevXtF8vyZUxZfunSpwOfx9vZW6jjzZ6QQZZ1er+fOnTs53ognhCg9pK2KgnDzcKJ2/QBO/HUDXboeB0cZyi9yKiNO7noMBkmhWNRkTpoQZdhjjz1mMcho5uHhwezZs4GMgNo333xjsX3z5s1ERkYCMHHixBwHbYKDg5UB1eTk5Gwpq8xpZZo3b241xVC5cuVsf0ElYNq0aRZBqcwOHDigDG59+eWX2YIuZl26dFHWx8gpZV+1atWsDk6FhITw3HPPARmpBe3F1dWVOXPmZAvQaDQaJTiUmJiIr69vjoPnrq6uPP300wCcOXMm293k9qqfzObNm5ctVRHAgAEDlC/wBw8etHoOe3vQ21liYqKyoPyUKVNyHZgNDg7m9ddfBzLWT7GW/vKVV17JNhMlP8zlKV++fLbBbbPJkycrA/UrVqzIlioxs8GDB1sEfwrLycmJOXPm5PieTJw4kbp16wKwcuVKq+tgWSuXPd6XO3fusGXLFsC267ig5s2bh9FoRKVS8dVXX1kdJM+tv7UH86zJc+fOcfr06Rz3Mc8sUqlUyv5mP/zwA9evX8fZ2ZmFCxdaBKUyGzp0qBJozatPy8myZcuIj48nMDCQTz/9NNe2PXnyZAIDAzEajXz//ff5fh5b2eNai4uL49tvvwUyAlAzZszI9XPP0dExz7SuhXXr1i3lb2szZrt06aLU/5dffplj+lGj0cgHH3xg8VhOqfnS09OVgOPYsWOVfsBWarWaL774AicnJ86dO8fzzz9Pz549+d///gfA6NGjadWqFZBR/zt37qRWrVq89NJL+XqegtixYwePPvoobdu2tfrPPHPd3jKvEWZtDT9bmG9kCg8PL9R5hBBCCCGKS6Wq5QgM9iIuJtVua90KURpIYEqIMsza+gxNmjShTp06ANnWejD/v0qlsppmpk+fPkqQIOs5zCm5tm/fXqh1ZEqSo6Mjffr0yXX71q1bAahVq1aed2+3bt0ayEgfpNdbv6siNjaWq1ev8s8//3D27FnOnj2r3Pl+/vz5Qi3snVmHDh1yDVhkDho88cQTuabXy7xf1kEce9dPSEgI9erVy3GbSqVSAjvXrl2z+lz29qC3s/379ytBR3MAMTfmQVGdTsfJkydz3S+ndXtsFRkZyYULFwDo27dvrqnwtFqtUq+xsbFFVp6cdOzYMdc7HdVqtRLQjYmJKXC57PG+7N27F4PBANh+HeeX0Wjkt99+A6Bt27Y0bNiwQOexhyeffFKZ0bF+/foc9zGnRGvRokW2VHTmPq1169YWs3BzYu7TzDP78mPbtm1ARrDQyckp1/20Wq2yllNBnsdW9rjW/vzzT2VtwNGjR5f4DHPzzB1XV9dc091CRqDUPBs4MjKSxx9/nF9++YX4+HhSU1M5fPgwAwcO5Pfff7c4T2pqarZzzZkzh/Pnz1O5cmXeeOONApW7Xbt2/PLLL3Tr1g1PT0+cnJyoX78+n3/+OTNnzgQy0qW+/fbbAHz88cfK5/eJEyd4+umnqVq1KhUrVqRLly7K9V7WZU65mHmtvIIwfy+6c+dOoc4jhBBCCFFc1Bo1jzQIwMXVgcT43G/IFKKskfl/QpRhea0J0rhxY86dO8elS5dIT09XBlX++ecfICNdjrXBN0dHRxo2bMjevXs5d+6cxbann36a/fv3c+XKFZo0acITTzxBx44dadmypd1SyoSHh+c6K8PPz69Q6wYBVK9e3WpuZ3Oal4sXL1rcrWuNTqcjJiYmW9nOnj3Ll19+ye+//251MMRoNBIbG1vo1wZQo0aNXLeZA2GQkXrLlv2y3iFuz/oBlNkvuTEPJtmyiLw9PejtLHMKt/zc4Z/bdezu7k7VqlULXB5zvYHleiA5ybz9n3/+oXnz5jnul1vAs6DyuiYyl+vs2bNKcCE/5bLH+2JOqwa2X8f5FR4ersxgaNmyZb6Pt6fAwEDatWvH7t272bBhA++8847FrJ0jR45w9epVIOegoLlP++OPP2zu08yzGm1lMBg4deoUAN988022mZa5KcpBdHtca+b0iPBv8KokmdObZv4My8306dO5du0av/76K5cuXVJmMGcWFhZGWFiYMiMo65p2Fy9eVGYezpo1K9fZdrYICwtjzZo1uW7/5JNPuHnzJn369KF9+/ZARhrCAQMGkJaWho+PD+XKlePYsWOMGjWKmzdvKut3FdSAAQNYuHBhngHHmTNn8vHHHxfquXKS+XPf2rp9tvD29gZQAqlCCCGEEGWBp7cLNUMqcOpIBC6uBrQOpWupESEKQmZMCWGjkr77Nyd5BS/MqXJMJpOyngOg/J3XHeGZz5F5DRuA5557jgkTJqDVaomPj2fVqlW88MILNGjQgCZNmvD2228XembLyy+/nGu6mK+//rpQ54Z/BydyExUVVaDzpqSkWPz///73Pzp06MCqVatsGlzM6U7sgnBxyX1hzMzrRNi6n3nmhZm96scsr4E8c1myliMrrVabr3U98vKgt7OCrgmS2/uYUyrG/MhcB3nVXeZ0YJnrPqu82np+5XVNZN5e0HLZ433JXJe2Xsf5lXkmX0BAgM3HqVQqHB0d7dpW4d90fjdv3mT//v0W28yzqBwcHHKcLVuQOs+tHeQmJiYmz1m19nie/LDHtZZ5jSjzTM+SZL7pxJbPUycnJ1avXs2cOXNo0KCBxTXp5+fHxIkT2bJli0XalMxt12QyMWHCBNLS0njiiSd47LHH7PdCsrhw4QILFy7Ezc1NSS9oNBp59dVXSUtLY/To0Vy8eJHjx4/z7bffolKp+OCDDwqdtk6tVtu9reZH5n6msCmizddEbjPFhSiLHBwcqFSpklzXQpRy0lZFYVWp4UuFip7ERqdISr+iZFKTEu+AxspyCsI+pIaFsIFKpSqVganCDhIU9vi3336boUOHsm7dOv7880+OHDlCcnIyV69e5csvv2Tp0qXMnDlTSZNT2uT1nhqNRiAjnd2iRYtsPm/mFF8XLlxg4sSJ6PV6/Pz8ePnll3n00UepXLky7u7uypfSlStX8uqrrwKUmS8Y9qifoqDVavNcoD0/HvR2ljnQt2vXLqtrWWWW24wte/aV9hoILY39N1gvl73fl5IcVM6JWq22msauoHr16sUbb7xBamoq69evp02bNkBGfW7cuBGAzp075zgjylznXbp04d1337V72TI/B8Dzzz/Piy++aNNx1tLRFZa9r7XSwLzmYVxcHCaTKc/rX61WM2TIEIYMGUJCQgJRUVG4uLhQoUIF5fPkypUryv6PPPKI8vfhw4fZt28fAM2aNWPDhg3Zzp85sBIeHq7sU7du3TxT4Wb25ptvotPpmDJlilL/f/31F1evXqV8+fK89957ymvt1asX3bp1Y/v27axbt05ZH6wgNBqNXT9X88s8yxCsz/K2RX5m0wnbxUYno9dZ3jikddDg7VPw2YPCdk5OToWarS6EKB7SVkVhabRq6jQMJC46maSEdNw97f97SgAmDalxTjhoi+43mMgggSkhbGQ0Gkv0R3lO7t69a3UheXOKIZVKZXF3r/lvW2a8mM+R2x2qwcHBTJgwgQkTJqDT6Th27BgbN27k22+/JTU1lddff50mTZoUaN2Rn3/+Od/H2JP5NSclJeVr4Ciz1atXo9fr0Wg0/Pzzz9SuXTvH/bLOlCkL7FE/RcFoNNo0EGmrB72dZR6g9/X1LfHB5sx1kFfdZU6jZu9ZUdbkVa7M2wtaLnu8L5mf29brOL/MAQCA27dv23ycyWTCYDDYPWjo6elJt27d2LRpE5s2bVLW4Nm9e7fyGs2zqrLy8fEhMjISnU5XZH1a5uvbZDKVir7THtda5nPcuXOHKlWq2KVsBWWebWk0GomPj89XEMLDwyNburjMKRirVq1qcd2np6crf7/zzjt5nn///v3KbL5JkybZfA388MMP7N69m1q1ajF27FjlcXO5QkNDswV7W7Rowfbt2y0COwVh78/V/Nq5c6fyd2FThppnsZb0Z92DZsv3J4m8EWfxWGCwF8++VPKpPR8Ger2exMRE3N3dbb65QAhR/KStCnvw9nGleh1/zh6/hbOrFq22dN6EWbYZ0TrpMRitZ+sRhVe6RtmFKKVMJhN6vb7UzWTJvC6Ete01atSwuNvavIZEeHi41RQ+Op1OWTeiTp06eZbHwcGBFi1aMGPGDJYsWQJk1N2mTZss9iuKgY2iOKd5kP/atWsFXt/DvGZL/fr1cw1Kwb9rm+SmtM12APvUj71krp/09HRlNpc9POjtrEGDBsrff/31l03HFKXMa9wcPXrU6r6Zt+dnbZzCyuuaOHbsmPJ3Qctlj/cl84C3rddxflWpUkUZ9D9w4IDNxxmNRlJSUjAajXbv38zrR8XExPDbb78B/6bxc3d35/HHH8/xOHOdHz9+3CLYYE+Ojo5KOy8N7Q3sc62FhoYqf2dNoWgLe18Dma/9S5cuFfp8e/bsUdIV9uvXr9Dny6/ExET++9//AhlrWGVOARQfHw/knEbV3DbN+xSUwWCw6+dqfpw9e5Y///wTyAgm5bVenjVGo1FJa2jL560QZUVqaiqnT5+2WzpwIUTRkLYq7KVarfL4B3oQd19S+hUJtQEP/1R06WklXZIHngSmhCjDrC2OfezYMf755x8AZXFsM/P/m0wmVq1ales5Nm3apAxmZD1HXh599FHl78wpbACLO3rT0uzT0ZvXk7DnObt37w5k1NPixYsLdA7zWiLWFtm+ffs227Zts3oec53Z67XZgz3qx14yX1P2HlB+0NtZhw4dlPW9lixZUuJfbAMDA5Ug7saNGy0Wvc/MYDCwevVqIGNmUOaB8aK2c+fOXGcHGY1G5ZopTLns8b60bdtWmZFk63WcX2q1mm7dugGwb98+JciaH/bu37p27arMFlu3bh2pqals3rwZgCeeeCLXdfXMfZp5PbeiYg6MXbx4kd9//73InsdW9rjW2rVrh5ubGwBLly7Ncy3ArOz9vSDzrJqCBl3NTCYTs2bNAjJuDBgyZIjF9rZt2xIdHW31X+abTwYPHqw8PnnyZJvK8PHHHxMZGUmfPn3o0KGDxTZzQOrWrVvZjrt58yZAthlgZUVKSgpjx45VrsmXX365UHeYnzt3TvlMadq0qV3KKIQQQghR3LQOGuqEBuLorCUpoWhuqBOiOEhgSogybOvWrfz444/ZHk9MTGTChAlAxqDhsGHDLLb37NlTWefns88+4+zZs9nOERERwbRp0wBwdXXl2Weftdi+du1aqwu4Z067kjWlT0BAgPL3tWvXcj1HfmRebP3q1at2OWenTp1o3LgxAPPmzcuxrjM7e/ZstgBTjRo1ALh8+XKOd6InJyczevToPBe2N7++8PDwEg8cmNmjfuzFx8dHma1U2EXes3rQ25mXlxejRo0C4NChQ0yZMsXqnfF3795lxYoVuW63B3N57t27l+vA7axZszh//jwAQ4YMKZL1inKTlpbGhAkTchx8nzNnjvJeP/vsswUulz3el4CAACUIYst1XFAvv/xddWMgAABJJ0lEQVQyarUak8nEqFGjlMHwnOS0zXyt2uvzwNHRkd69ewOwfft21q9frwxG55bGDzICBub0XtOmTctz5s/BgweVtYXy48UXX8Td3R2AV155Jc+g4I4dOzhz5ky+n8dW9rjWvLy8GDp0KJAxA3jKlCm5flbpdLps6TDt/b2gUqVKBAcHA5YzGHMSHR2dazDMYDAwadIk5fP7tddeK/Y0hefOnWPx4sW4ubnxwQcfZNtev359AI4cOWJRdwaDQWnzmWfFlRXnzp2jR48eSrC7TZs2jBgxolDnzHwtdOzYsVDnEkIIIYQoSeV83ahR15/UlPRs6zwKUVZIUlMhyrCwsDBGjx7N/v376d27Nx4eHpw5c4YvvviCixcvAhkDvPXq1bM4ztHRkdmzZzN48GASEhLo3r07r7zyCo8++igajYZDhw4xd+5cZeBo+vTpFuspAIwZM4Zp06bxxBNP0Lx5c6pWrYqzszN3795l165dLF++HMhIm5R1ILBBgwY4OzuTmprKRx99hFarJTg4WFnDKzAwMNc72nPTvHlz5e+pU6cyceJEKlSooKQHqly5coHusl26dCldunQhJiaGkSNHsm7dOvr160f16tXRaDRERUVx6tQptm3bxpEjRxg3bpxy1z3AwIEDWbJkCUajkaeffppXXnmFli1b4uTkxMmTJ1m4cCGXL1+mRYsWVlMoNW/enFWrVhEVFcXUqVMZOHCgcpe0g4ODMgBX3ApbP/ai1WoJCwvjr7/+Yu3atTRu3JiGDRsq6Y7KlSuX6/pNeXkY2tlbb73Fvn37OHr0KIsXL2bfvn0MGTKE+vXr4+bmRmxsLOfOnWP37t389ttvhISEZJs1YE/Dhw9n3bp1HD58mFWrVhEREcGIESOoUqUKd+7cYeXKlcoMmGrVqvH6668XWVlyEhYWxrZt2+jevTsvvfQSNWrUICoqijVr1vDDDz8AEBQUxBtvvFGo57HH+/LBBx+wa9cuEhMTc7yO586dy6VLlwgLCyvwzJIGDRowefJkPvroIy5dukTbtm0ZNWoUbdu2xcfHh7i4OE6dOsXmzZvRaDTZ0k42b96cPXv2cOzYMebMmUOXLl2UGTzOzs4EBQXlu0xPPfUUK1asICUlRUmB5u/vb3VWopOTE8uWLaN3794kJibSp08fnnzySXr06EGVKlUwGo3cuXOHEydOsGXLFs6ePcusWbNo06ZNvsrm7+/PggULGDZsGLdv36Zz584MHjyYLl26EBQUhE6n49atWxw7doxNmzZx7do1Vq9ena2PsSd7XGtTpkxh165dnD17lqVLl3L48GGGDh1KSEgIjo6O3Lp1iwMHDrBhwwamTp3KM888oxxbqVIlgoKCuHXrFvPnzycoKIiaNWsqM/78/PzyPevn8ccfZ8mSJezZs8fq+kh79uzhzTffpF+/frRp04ZKlSqRmprK2bNn+fbbb5X1mbp06cLEiRPzVQZ7ePPNN9HpdEyZMiXHdZFatmxJ1apVuXbtGgMHDmTatGl4enqycOFCrl69ilartRqQLSn37t2zuGEjOTmZ2NhYzp49y+7du9m1a5cS3GzatCnffPONRQrDgjCnBKxfv36Jr4MmhBBCCFFY1Wr7ce9OAndvJeDr71Yql4AQwhoJTIkSoytDEX2TyYTeYMRk1Fvt6Iv7NS1btoy+ffvy9ddf8/XXX2fb3qtXrxzvrgXo1q0b8+fPZ8KECSQmJjJjxgxmzJhhsY9Go2HKlCm53qF69+5dli1bxrJly3Lc7unpyVdffUWlSpUsHvfw8GD06NF88cUXnDx5kv79+1ts37RpE23bts31deekevXq9O3bl40bN7Jz506LmSSQcQd35cqV83VOyBj03r59O0OHDuWff/5h27ZtVmf9ZB04a9y4MZMnT2bmzJnExcXl+H6MGzeOunXrWg1MPfnkk8yZM4dr166xaNEiFi1apGwLDg7m5MmT+X5t9lDY+rGn8ePHM3jwYGJiYnjxxRcttk2aNMnmlElZPQztzMnJiR9++IFx48axefNmTp8+zaRJk3KuEIo+LZRGo2HNmjU888wz/PXXX/z555/KgGJmtWvXZt26dcrsk+IycuRI9u3bx+rVq5WZJpkFBASwfv36HNd8yQ97vC+VK1dm1apVPPPMMyQmJuZ4Hb/xxhuoVKpCpTx7/fXXUavVSl/32Wef8dlnn2XbL3MQxxwkHT58OMuWLSMmJobp06czffp0i/1//vnnfJendevWVKxYkZs3bxIXFwdkrA1kDnTkplmzZmzatIkRI0Zw8+ZN1q1bx7p163Ldv6BtoVevXnz33XeMGzeOmJgYli9frgSas1Kr1UqgrqjY41pzdXXlp59+YujQoezfv58TJ07kuX5iZhMmTOD1118nPDw82+zR+fPnWwSybDFkyBCWLFnCzZs3OXDgAK1bt85137t377J48eIc09KqVCqeeeYZPv30U4t1BIvDhg0b2LNnD7Vq1eKll17KcR+1Ws28efMYMGAAly5dyhYwnDp1KtWqVSuO4uaLtc81s/LlyzNmzBheffXVQi8Sn5yczNatW4F/16ET9tOiQw2SEy1nHrq6F99M5oedSqXC0dFRBiSFKOWkrQp702rV1A0NIj7mConxaXh4Oed9kMibSYVRrwJpq0VOAlOi2Dk4anB1cyQ5KR29rmQWUi4oPbmn1DJzdXPEwdH6wJe9VKlShZ07dzJ//nw2b95MREQEWq2W+vXrM3To0Dx/eA8ePJg2bdqwcOFCdu7cyc2bNzEajQQEBNCuXTtGjx5tsYB4Zvv27ePXX3/l4MGDXL16laioKOLi4nB3d6dWrVp06tSJESNG4O/vn+Px77zzDtWrV+f777/n3LlzxMfH53tNiqwWL15Mo0aN2LRpE5cuXSIxMdEui3XXrFmTP//8k40bN7Jp0yaOHz/O/fv3MRgM+Pj4ULNmTVq0aMETTzyR43oykyZNIiwsjEWLFnH8+HGSk5MpX748jRs3Zvjw4XTs2DHP9Uzc3d3Ztm0bs2fPZufOnURERFhdt6o4FbZ+7KVbt25s3LiRxYsXc/z4ce7du4dOpyv0eR+Wdubh4cGKFSs4ePAgq1ev5uDBg0RGRpKamoqHhwfVqlWjcePGdO3alU6dOuWvEgugXLlybNmyhXXr1rF+/XpOnTpFTEwMHh4ehISE0Lt3b4YMGVLsA8VmCxYsoFOnTnz77becPXuWpKQkgoOD6dGjB6+99pqyxlFh2eN9adu2Lfv372fOnDn8+uuv3LlzB29vbxo1asQLL7xA586dmTlzZqHLOmHCBPr06cPXX3/N7t27iYiIICUlBW9vbx555BE6dOjAoEGDgIzgo3lNoqCgIH777Tdmz57N/v37uXXrVqEXhVapVPTv358vvvhCeczWwehmzZpx5MgRVq9ezbZt2zh16hT3799HrVbj6+tL7dq1adOmDb169aJWrVoFLmP37t05fvw4K1as4LfffuPcuXPExMSg1Wrx9/enTp06tGvXjt69e2cLPBcFe1xrvr6+bN68mc2bN7N+/XqOHDnC/fv3UalUBAQEEBoaSs+ePenVq1e2Y0eMGIGfnx/ffPMNp0+fJiYmxmoq07yEhITQrFkzDh8+zPr163MNTLVq1Yr33nuPPXv2cPHiRaKiolCr1QQEBNC2bVueeeaZElmPKCEhQUn1OmvWLKt9XZs2bfjll1+YOXMmBw8eRKfTUbduXcaOHZvtpoSCcHBwyDOoWxhqtRp3d3c8PT0JDg4mNDSUVq1a8dhjj9mtj9+6dStJSUk4OztnC3yKwqtZN+fvIaJ4uLm5WWSPEEKUTtJWRVHw9nGldv0KnDoSgS7dUGzjkQ80k5a4SDec6+Yvk5PIP5WptCxWIkpcamqqslZC/fr1bf4hmJ6ezt27d/H397f5mLRUHbr0sjNjKj8cHDU4ORcu1Yg1M2fO5OOPPwYy1kUQQtiftDOR1fXr12nUqBFQsNkbQoji9+OPPzJy5Ei8vb35+++/i312pSg9+vXrx+7duxk2bBiff/55gc9TkN89QgghhBBFyWAwcmx/ODfDYyhfwV1m5RWSwWAkLjqFVp1qUr6C/H4wS09P5/Tp00DGjXHOzoWfoSczpkSJcHJ2KNLgjb0ZDAZSU1NxdnYu0jtGhRCFI21ViLJB2qooDn379mXevHmcOHGCr776itdee62ki1TmPAht9fDhw+zevRtHR0cmTJhQ0sURwu6SkpI4c+YM9erVU2YjCyFKH2mroqhoNGrqhgYSH5NCXEwK3j5Fmwb8gafS4xWYRGpaCiCBqaKkLukCCFFW2CMlnBCi6ElbFaJskLYqippKpeKdd94B4MsvvyQpKamES1Q2lfW2ap4B/eKLLxZLWkwhipvJZCI9PR1JhiNE6SZtVRQld09n6oQGYjJCakrhlzR4qKlMqLUmkLZa5GTGlBBCCCGEEOKB1L59e2bOnEl0dDQ3btygTp06JV0kUYySk5Np2rQpTZs25aWXXirp4gghhBBCFJmgyt5ERyVx+dxdHBw1aDQyH0WUbhKYEkIIIYQQQjywRo8eXdJFECXE1dWVN998s6SLIYQQQghR5FQqFY80CCAuJpnoqCR8/NxkvSlRqknoVAghhBBCCCGEEEIIIYQowxydtNQLq4iTswMJcaklXRwhrFKZJLmp+H+pqans27cPgPr16+Po6GjTcenp6dy9exd/f3+bjylrTCYTBoMBjUYjdxsIUYpJWxWibJC2KkTZIG3V0sPwu0eUPXq9nsTERNzd3dFqJSmOEKWVtFVRnMIv3efvwzdwc3fEycWhpItTphgMepKSkmjcqhYVAr1KujilRnp6OqdPnwagTZs2ODs7F/qc0hMKYQOVSiVfHIQoA6StClE2SFsVomyQtips8c/JWyQlpFk85ubhRN3QoBIq0cNFq9Xi7e1d0sUQQuRB2qooTpWr+xAXk8yV81H4OGjQaCVpmu3U6NO0aNSaki7IA09+ZQhhA6PRiE6nw8HBAbVaOnMhSitpq0KUDdJWhSgbpK0KWxzbH07kjTiLxwKDvSQwVUzS0tKIjIwkMDAQJyenki6OECIX0lZFcVKpVdRpGEhCXBr37sTj6+8us99tpTLg7JWGTp9e0iV54Mmvi2KyZcsW3n33XXr27EndunUpX748Dg4OlCtXjiZNmjBx4kTOnz9v8/nCw8OZOHEiderUwc3NDR8fH5o1a8Ynn3xCcnJyEb6Sh5PJZCI9PR3JfClE6SZtVYiyQdqqEGWDtFUhSj+dTkdERAQ6na6kiyKEsELaqihujk5aGjStiIenM7H3U+T7nK1URlw8dRj0+pIuyQNPZkwVA71ezxNPPJHjttjYWI4dO8axY8eYN28e06dPZ/LkyVbP9/PPP/Pcc88RHx+vPJacnMyRI0c4cuQIX331FVu2bKFmzZp2fR1CCCGEEEIIIYQQQgghSj9PbxfqNanEsf3XSExIw8Oz8OsCCWEvEpgqJl5eXnTo0IEWLVpQvXp1AgMDcXV15datW+zatYtly5YRFxfHW2+9hbe3N2PGjMnxPMePH2fQoEGkpKTg7u7OW2+9RceOHUlJSWHNmjUsXbqUCxcu0LNnT44cOYKHh0cxv1IhhBBCCCGEEEIIIYQQJa1CkCd1GgZy+uhNUpLTcXF1LOkiCQFIYKpYaLVa7t+/j0aT86JpvXv35pVXXqFJkybExMQwbdo0XnjhhRz3/89//kNKSgparZYdO3bQqlUrZVunTp2oVasWkyZN4sKFC3z22We8++67RfWyhBBCCCGEEEIIIYQQQpRiVWuWJyVJx8Wzd9Bo1Dg6SUhAlDy5CotJbkEps2rVqjFw4EAWL15MVFQU586do169ehb7HDp0iD179gAwcuRIi6CU2cSJE1m+fDn//PMPc+fOZerUqTg4ONjvhTykVCoVDg4OslCgEKWctFUhygZpq0KUDdJWhS36Pt8Yo8Fy3Qq1Rq6Z4qLVaqlQoQJarQzvCFGaSVsVJUmlVvFIwwDS03Rcu3Qfb19XHBysj1U/tExq0hK1aDTSVouauqQLIP6VOe1eampqtu0bN25U/h4+fHiO51Cr1QwZMgTIWL9q586d9i3kQ0qtVuPs7IxaLU1GiNJM2qoQZYO0VSHKBmmrwhZu7k54eDlb/HNzdyrpYj00nJ2dqVWrFs7Osm6IEKWZtFVR0jQaNfUaVyKosjex95PR6wwlXaTSyaQhOcYZBwdJeVjU5BdGKZGSksJPP/0EZPwArF27drZ99u7dC4CbmxtNmjTJ9Vzt27dX/t63b5+dS/pwMplMGAwGTCZT3jsLIUqMtFUhygZpq0KUDdJWhSj9DAYDSUlJGAwywChEaSZtVZQGDo4aQpsHExjsRcz9ZPR6uR6zM6HWGjAajSVdkAeeBKZKkE6n4/r166xZs4bWrVtz8eJFAEaMGGExe8rsn3/+AaBmzZpWp/7WqVMn2zGicIxGI8nJydIpCVHKSVsVomyQtipE2SBtVYjSLyUlhePHj5OSklLSRRFCWCFtVZQWTs4ONGpRmcBKXsTcS0aXLsEpC2o9XoEppKdnz2Ym7EuSJRaza9euUa1atVy3P/bYY3z22WfZHk9NTeXevXsAVKpUyepzlCtXDjc3N5KSkrhx40aBynn79u0818WqWLFigc4thBBCCCGEEEIIIYQQovg5OTsQ2qIyak0Et67H4uLqgJuHpOEVxUsCU6VE+fLlWbBgAf37988xIJSQkKD87e7unuf5zIGpxMTEApWnS5cuSiAsN9evXwdAr9crj+U0JVmlUqFWqzEajdnSgJi3mUymHO/EVKvVqFSqAh1rrsecypTf82b+rz3PW1Tlze+xOW0ryjKVtfMWtA7LyvVd0ue1Zx1mbqul8bWWxvNKH1H480ofkf/zZv18La4+oiRea1k/r/QRhT9vWe4jsrbV0vjeFGcdmvdLTU3F0TFj3YGcfm+5uLig0WhITU21+K0E4ODggJOTE3q9Ptu6wiqVCjc3NwCSkpKylcnZ2RmtVktaWho6nc5im1arxdnZGYPBkOPd+ObfkDnNgDOfNz09nfT0dIttGo0GFxcXZfZcVm5ubqhUKlJSUrK9P05OTjg4OKDT6UhLS7PYplarcXV1BXKuQ1dXV9RqdY516OjoiKOjY4Hq0PzeFGcdms9r7zo0vzfm15j13AWtw7zeG1uu75zq0NbruyB1aO29sbUOk5KSsp3XXIc5vTdFXYfSRzx4fYRZ1noqjj7C2vUtfcTD3UfUbuiLq6eKG5djiY7S4+3jjEqb/TuTyuQAgEmlB7J87zdpUKHGhAFUWY9VoTJpMWEClZ5sTFpUqPI4rxFUWb8DZpw3o0w6slHOawCylMmkRoUmx/PqdQYS4tMo5wImtT7b+/Ogfo+wpY/I+nrtQQJTxaxixYqcOnUKyAjo3Lx5k23btvH1118zZswYLl++zFtvvZXtuMydjflHkDVOThlR7qKcInzixAkgo4GYZ3GlpaVlawTmBZP1en22RqDVanFxcQGyfzjDv40rLS0tW2fs5OSUayev0WiUTj4lJSVbZ+zq6opGoyE9PT1bw3J0dMz1gzItLQ0Hh4zOODU1NVtH4uLiglarRafTZetIHBwccu1IVCqV0kHlVocODg5W69BkMln9ALZWhwaDwWodWntv8luHarVa+aC09t4Upg6tvTeFqcPU1NRcr+/C1GFe701B69Dae1OYOrT23uRWh+b0pMXVR6SmppZIH5H5vZE+QvoIkD7CLLc+wlwnxd1HQMl8j5A+4l/SR2QoK32EuWwPy/cIyLmP0Ov1pKenc/XqVUJDQwE4efJktjoMCwvDzc2NGzducOfOHYttlSpVomrVqiQmJnL69GmLbY6OjjRv3hyAM2fOZKun+vXr4+3tTWRkJBERERbbKlSoQK1atUhNTVV+p5mpVCratGkDwPnz57MNPtSpU4fy5csTFRXF1atXLbb5+PgQEhKCwWDIdl6Ali1botVquXz5MrGxsRbbqlevTlBQEDExMVy4cMFim4eHh1KHOZ23SZMmuLi4EB4eTlRUlMW24OBgqlSpQkJCAmfOnLHY5uzsTNOmTQE4depUtve1YcOGeHp6cvPmTW7dumWxLTAwkBo1apCSkpKtTBqNhlatWgFw7ty5bNdT3bp18fX15c6dO4SHh1ts8/X1pW7duuh0uhxfa+vWrVGpVFy8eJH4+HiLbTVr1iQgIID79+9z6dIli22enp40bNhQuf6y1nGzZs1wcnLi6tWr3L9/32JblSpVCA4OJi4uLlv6f1dXVxo3bgxk1GHWNteoUSPc3d25efMmkZGRFtuCgoKoXr06SUlJ/P333xbbtFotLVu2BDKWHMja59WrV49y5coRGRmZLfOLn58fjzzyCGlpaTnWYdu2bQG4ePGixU29ALVr18bf35+oqCiuXLlisc3b25v69evnen23aNECtVrN1atXiY6OtthWrVo1KlasSGxsLOfOnbPY5ubmRlhYGCB9hPQRGerWrauM02V9rcXRR+R0XukjMkgfkaFiDR+iIzXExiZQrmKWFHYmIK1Cxt8OcaDOEmBK9wKjM2hSwSFLoM3gCLpyGSdxsqwjAFL9ABVoE0BjWV50HmBwBXUaOFpe+xgdIN0n4++czpvmCyYtaBMzypWZ3g307qDWgWOsxSaVWoV/YHl0pBIREU54uOX1/aB+j7Clj1CpVMr3antRmWQlW4VKpSr0OZYvX86wYcPyfdzff/9Nx44diY6OZvjw4Sxbtsxie1RUFP7+/gAMGjSINWvWWD1fhQoVuHv3LvXr11cCYXlJTU1l3759QEYnqVb/uwSZRqPByckJk8mk/LgNDAwEMn6gJSYm4u/vn+Nsr9J+J6itd0empqYqAzv2Om9RlTe/x8qdzg/unc5l4bz2njFlbqsajabUvdbSeF7pIwp/Xukj8n/ezG1VrVaXmtkQRfFay/p5pY8o/HnLch9hDpiZ22ppfG+Ksw51Oh1RUVF4eXnh6ekJlPydzmYyGyLDwzhjKiEhgZMnT1K7dm2lTkFmQ5g97LMhzKSPyFCSfYQ5KJi1rZaW2RCZSR+R4WHrI1RoOH8qkps37oEJ3DwdlbHhB3nGlF5nJDEhFSdnLZWrlycw2JNTp05Ru3btbIGYB/F7RH5mTJlvTmjTpo3FTNCCksBUJiUZmAJYuHAhY8eOBWD79u1069ZN2Zaamqo0hp49e7J582ar53J3dycpKYmWLVty4MABm54/c2Cqfv36Ns3MAkhPT+fu3bv4+/vbfIwQQgghhBBClCXyu0cIIYQQDzKTycTtm/FcOH2bmHtJuLo74urmaJcx89LGaDSREJuCXm8iMNiLRxoE4Olt3xlBD5L09HRllp69AlOSyi+TrNNTC8I8i6gg+vTpowSm1q9fbxGYcnZ2xtfXl/v372ebbplVTEyMEukMDg4ucHmEEEIIIYQQQghr/tj8D9FRlnd8+/i50+mJuiVUIiGEEEIUhEqlIrCSF75+blw+F8W1i/e4fzcRT28XHJ0ejDCCyWQiJUlHUmIant4u1KzrT6Wq5VBr1HkfLOzqwbii7KROnTol+vx+fn7K31nzSQKEhISwZ88eLl26hF6vR6vN+e3LnLu0bl35MWAPBoOBtLQ0nJycckxXKIQoHaStClE2SFsVomyQtipsEXkjlsgbcRaPpaXmkK5HFInk5GTOnz/PI488YpEeTAhRukhbFWWJo5OWuqGBBFby4tI/d7gdEU9ifBoe3s44OJTd74SpKToS4lJxdnGgdr0KVK/jj7OLg8U+0laLj4QCS5GbN28qf5vzTmZmXqwvKSmJo0eP5nqe3bt3K3+bF7AUhZdTTnshROkjbVWIskHaqhBlg7RVIUo3o9FIUlJSjuuoCSFKD2mroizy9nWlSeuqNG1bFV9/dxJiU4m5l4xeV3a+H5pMJlJTdNy7k0hqio4qNXxp2bEGIWEVswWlQNpqcZLAVCmybt065e8GDRpk2963b1/l7+XLl+d4DqPRyIoVKwDw9vamY8eO9i2kEEIIIYQQQgghhBBCiAeeSq0ioJIXLTpUp3HrKnj7uhAfm8r9u0mkpZXeGdImk4nkxPSMcqboqVS1HC071KBRy8p4+8hMqNJAAlPFYOPGjURGRlrd588//2T69OkAaLVaBg8enG2f5s2b065dOwC+/vprDhw4kG2fzz77TFkr6z//+Q8ODtkjv6JsW7VqFT4+Pjb/mzlzZrZzGAwGVq9ezdNPP01ISAgBAQHUqFGDxx9/nAULFpCSkpLr8/fq1QsfHx969eoFwOXLl5k0aRJNmzalYsWK+Pj4cP36dYtjrl+/zpQpU2jVqhWVK1emYsWKNG3alPHjx3P27Fn7VpAQQgghhBBCCCGEEMJuNBo1FauUo1WnmjRtV40KQR6kJKVz704CiQlpGI2mki4iAHqdgbiYFO7dScRoNFK1VnladapB49ZV8PV3R6VSlXQRxf+TNaaKwcaNGxk0aBA9e/akc+fO1KtXD29vb9LS0rh8+TI///wza9euVaYITps2jUceeSTHc82dO5c2bdqQkpJCt27dmDJlCh07diQlJYU1a9awZMkSAGrXrs3EiROL7TWKsiMiIoJnnnmG06dPWzyenp7OX3/9xV9//cXy5ctZs2YNNWvWtHquX375hRdffJGkpKRc91mzZg3jx48nLS3N4vErV65w5coVVq5cyZQpUxg/fnzBX5QQQgghhBCiRHiVcyU9zZDtMSGEEEI8eDQaNYGVvAgI8iQmOpnI67Hcuh5LTFQSqFS4uDng7OKAWl18ASC93khKcjppKTrUajUe3s7UqleBoGBv3Dyciq0cIn8kMFVM0tPT+fHHH/nxxx9z3cfFxYUPPviACRMm5LpPWFgY33//Pc899xzx8fFMmTIl2z61a9dmy5YteHh42KXsAtRqNc7OzqjVJT/JsGfPnjRq1MjqPu+88w6///47AMHBwcrj0dHRPP7449y8eRMnJyeGDBlC69atqVy5MklJSezcuZPFixdz5coVBg4cyK5du/D09MzxOSIiIhgzZgwuLi68/vrrtGzZEo1Gw/Hjx3FzcwNgx44djBs3DpPJhLu7O2PHjqVDhw5oNBoOHTrEnDlzuH//Pu+//z5eXl6MGDHCPpUkHlqlqa0KIXInbVWIskHaqrDFE0+HlnQRHmrOzs7UqVMHZ2fnki6KEMIKaaviQaNSq/Ap74ZPeTdqhvhz704ityPiuHcnMSNIBTg4aXBydsDRSWPXmUpGo4n0VD2pqTp06QY0GjWubo5UrFOOgCAvfPzc0GgL9v1V2mrxUZlMptIxz+4BdvfuXbZs2cKff/7J6dOnuXPnDnfv3kWtVuPj40O9evXo1KkTQ4YMITAw0KZzhoeHM3fuXLZs2UJERASOjo7UrFmTp556ipdffhlX1/zfoZaamsq+ffsAqF+/Po6OjjYdl56ezt27d/H397f5mG7duuW7fNY8+eSTjBkzxuo+ixYt4ocffrDr8+7YscOu57OHr776ikmTJgHw1FNPsXjxYmXb6NGjWb9+PcHBwWzatIkqVapkO/7vv/+mZ8+eJCUlMWHCBN5++22L7b169VKuk8DAQLZv306lSpWynUen09GoUSMiIyNxd3dny5Yt2dZOu3HjBo899hi3b9/G1dWVkydP4uvrW+g6EEIIIYQQwt4K8rtHCCGEEOJhkpKcTuz9ZO7dTeTenURSktLRpRsAE2q1GgdHDVqtGo2DGo1ajVqjyjFoZTKaMBiMGAwmDHojOp0Bvc6AyQQqlQpHJw0eXs6Ur+COT3l3vMu74uCgKf4X/JBIT09Xsm+1adPGLoE7mTFVDPz9/Rk+fDjDhw+32zmrVKnC559/zueff263cxanI0eO2PV8zZo1y3OfGzdu2P15S5vdu3crs+gaN27M3LlzlW3Xr19XZux9/PHHOQalABo2bMjIkSP54osvWL16dbbAVGbTpk3LMSgFsHnzZmVttYkTJ2YLSkHGbK733nuPF198keTkZL777jteffVV216sEDkwGo3o9Xq0Wq3c3S1EKSZtVYiyQdqqEKVfeno6UVFR+Pn5ScBUiFJM2qp4WLi4OuLi6khgsDdGo4mkhDQS4lJISkgnLiaFhLgUdOkG0pN0GP8/8JQTlQrUGjUajQqNVo2HlzMens54lnPB3cMJd09nXNwc7L5mlLTV4iOBKSEeEJcvX2b48OHo9XoCAwNZuXKlRfR6x44dGAwGXF1d6dKli9VztW7dmi+++ILIyEgiIiJyDD45OjrSp0+fXM+xe/duIOMuhmeffTbX/fr06cMbb7xBfHw8u3fvlsCUKBSTyURaWhoajdwlI0RpJm1ViLJB2qoQpV96ejpXr17Fy8tLBtCEKMWkrYqHkVqtyggoef07PmkymdClG0hL1aNL16PXGdHrjZhMJkwmUKtBpc4ISDk4anB01OLorC222VDSVouPBKaEeADExcXxzDPPEBsbi4uLC9999x0BAQEW+xw/fhyA5ORk/Pz8bD73nTt3cgxMVa9e3eq0zX/++QfImN1Xvnz5XPdzdHSkYcOG7N27l3PnztlcLiGEEEIIIYQQQgghRNmRkYZPi6OThCUedpKPQYgyzmAwMGLECC5evIhKpWL+/Pk0atQo23737t0r0PlTUlJ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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 524, + "width": 851 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "\n", + "ax.axvline(\n", + " x=1988,\n", + " linestyle=\":\",\n", + " lw=2,\n", + " color=\"C2\",\n", + " label=\"Proposition 99\",\n", + ")\n", + "sns.lineplot(\n", + " x=pre_years,\n", + " y=y_pre[:n_pre] - pre_posterior_mean,\n", + " color=\"C1\",\n", + " marker=\"o\",\n", + " label=\"pre-treatment posterior predictive effect mean\",\n", + " ax=ax,\n", + ")\n", + "sns.lineplot(\n", + " x=post_years,\n", + " y=y_post[:n_post] - post_posterior_mean,\n", + " color=\"C2\",\n", + " marker=\"o\",\n", + " label=\"post-treatment posterior predictive effect mean\",\n", + " ax=ax,\n", + ")\n", + "az.plot_hdi(\n", + " x=pre_years,\n", + " y=y_pre[:n_pre]\n", + " - posterior_predictive_pre.posterior_predictive[\"likelihood\"][:, :, :n_pre],\n", + " smooth=True,\n", + " color=\"C1\",\n", + " fill_kwargs={\"label\": \"pre-treatment posterior predictive effect (94% HDI)\"},\n", + " ax=ax,\n", + ")\n", + "az.plot_hdi(\n", + " x=post_years,\n", + " y=y_post[:n_post]\n", + " - posterior_predictive_post.posterior_predictive[\"likelihood\"][:, :, :n_post],\n", + " smooth=True,\n", + " color=\"C2\",\n", + " fill_kwargs={\"label\": \"post-treatment posterior predictive effect (94% HDI)\"},\n", + " ax=ax,\n", + ")\n", + "ax.axhline(y=0.0, color=\"black\", linestyle=\"--\", label=\"zero\")\n", + "ax.legend(loc=\"lower left\")\n", + "ax.set(\n", + " title=\"State - Synthetic Across Time\",\n", + " ylabel=\"Gap in per-capita cigarette sales (in packs)\",\n", + ");\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "cd197bcb-d6ab-446e-bd10-fcf344367ad3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "image/png": { + "height": 463, + "width": 663 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "g = (\n", + " (\n", + " y_post[:n_post]\n", + " - posterior_predictive_post.posterior_predictive[\"likelihood\"][:, :, :n_post]\n", + " )[:, :, -1]\n", + " .stack(samples=(\"chain\", \"draw\"))\n", + " .pipe((sns.displot, \"data\"), kde=True, height=4.5, aspect=1.5)\n", + ")\n", + "g.set(title=\"reduced the sales in cigarettes in 2000\");" + ] + }, + { + "cell_type": "markdown", + "id": "3a6a3615-287e-4dc9-b58b-c6551dcbe351", + "metadata": {}, + "source": [ + "# Making Inference" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "f3f66046-6cdd-43d9-bfa9-1a5ca9303081", + "metadata": {}, + "outputs": [], + "source": [ + "def run_synthetic_control(\n", + " pre_df: pd.DataFrame, post_df: pd.DataFrame, idx: int\n", + ") -> tuple:\n", + " # prepare data\n", + " y_pre = pre_df[idx].to_numpy()\n", + " x_pre = pre_df.drop(columns=idx).to_numpy()\n", + " pre_years = pre_df.reset_index(inplace=False).year.unique()\n", + " n_pre = pre_years.size\n", + "\n", + " y_post = post_df[idx].to_numpy()\n", + " x_post = post_df.drop(columns=idx).to_numpy()\n", + " post_years = post_df.reset_index(inplace=False).year.unique()\n", + " n_post = post_years.size\n", + "\n", + " k = pre_df.shape[1] - 1\n", + "\n", + " # specify the model\n", + " with pm.Model() as model:\n", + " x = pm.MutableData(name=\"x\", value=x_pre)\n", + " y = pm.MutableData(name=\"y\", value=y_pre)\n", + "\n", + " beta = pm.Dirichlet(name=\"beta\", a=(1 / k) * np.ones(k))\n", + " sigma = pm.HalfNormal(name=\"sigma\", sigma=5)\n", + " mu = pm.Deterministic(name=\"mu\", var=pm.math.dot(x, beta))\n", + " likelihood = pm.Normal(name=\"likelihood\", mu=mu, sigma=sigma, observed=y)\n", + "\n", + " # fit the model\n", + " idata = pm.sampling_jax.sample_numpyro_nuts(draws=4000, chains=4)\n", + " posterior_predictive_pre = pm.sample_posterior_predictive(trace=idata)\n", + " # post-treatment predictive distribution\n", + " pm.set_data(new_data={\"x\": x_post, \"y\": y_post})\n", + " posterior_predictive_post = pm.sample_posterior_predictive(\n", + " trace=idata, var_names=[\"likelihood\"]\n", + " )\n", + "\n", + " # compute errors\n", + " error_pre = (\n", + " y_pre[:n_pre]\n", + " - posterior_predictive_pre.posterior_predictive[\"likelihood\"][:, :, :n_pre]\n", + " )\n", + " error_post = (\n", + " y_post[:n_post]\n", + " - posterior_predictive_post.posterior_predictive[\"likelihood\"][\n", + " :, :, :n_post\n", + " ]\n", + " )\n", + "\n", + " return error_pre, error_post" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "c6b8614d-05dc-40dc-8fb5-a5ae69c39940", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Compiling...\n", + "Compilation time = 0:00:02.088722\n", + "Sampling...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Compiling.. : 0%| | 0/5000 [00:00\n", + " /* Turns off some styling */\n", + " progress {\n", + " /* gets rid of default border in Firefox and Opera. */\n", + " border: none;\n", + " /* Needs to be in here for Safari polyfill so background images work as expected. */\n", + " background-size: auto;\n", + " }\n", + " progress:not([value]), progress:not([value])::-webkit-progress-bar {\n", + " background: repeating-linear-gradient(45deg, #7e7e7e, #7e7e7e 10px, #5c5c5c 10px, #5c5c5c 20px);\n", + " }\n", + " .progress-bar-interrupted, .progress-bar-interrupted::-webkit-progress-bar {\n", + " background: #F44336;\n", + " }\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
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" + ] + }, + "metadata": { + "image/png": { + "height": 524, + "width": 851 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "\n", + "for idx in df[\"state\"].unique():\n", + " error_pre, error_post = results[idx]\n", + " sigma_pre = error_pre.stack(samples=(\"chain\", \"draw\")).std(axis=1).min().item()\n", + " if sigma_pre < 10:\n", + " color = \"C6\" if idx == 3 else \"gray\"\n", + " alpha = 1 if idx == 3 else 0.3\n", + " label = \"california\" if idx == 3 else None\n", + " sns.lineplot(\n", + " x=pre_years,\n", + " y=error_pre.stack(samples=(\"chain\", \"draw\")).mean(axis=1),\n", + " color=color,\n", + " alpha=alpha,\n", + " ax=ax,\n", + " )\n", + " sns.lineplot(\n", + " x=post_years,\n", + " y=error_post.stack(samples=(\"chain\", \"draw\")).mean(axis=1),\n", + " color=color,\n", + " alpha=alpha,\n", + " label=label,\n", + " ax=ax,\n", + " )\n", + "\n", + "ax.axhline(y=0.0, color=\"black\", linestyle=\"--\", label=\"zero\")\n", + "ax.legend(loc=\"lower left\")\n", + "ax.set(\n", + " title=\"State - Synthetic Across Time\",\n", + " ylabel=\"Gap in per-capita cigarette sales (in packs)\",\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "0e54855c-a33d-46c3-826e-e163930a2cc8", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 524, + "width": 851 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "\n", + "for idx in df[\"state\"].unique():\n", + " error_pre, error_post = results[idx]\n", + " sigma_pre = error_pre.stack(samples=(\"chain\", \"draw\")).std(axis=1).min().item()\n", + " if sigma_pre < 10:\n", + " color = \"C6\" if idx == 3 else \"gray\"\n", + " alpha = 1 if idx == 3 else 0.05\n", + " label = \"california\" if idx == 3 else None\n", + " az.plot_hdi(\n", + " x=pre_years,\n", + " y=error_pre,\n", + " smooth=True,\n", + " color=color,\n", + " fill_kwargs={\"alpha\": alpha},\n", + " ax=ax,\n", + " )\n", + " az.plot_hdi(\n", + " x=post_years,\n", + " y=error_post,\n", + " smooth=True,\n", + " color=color,\n", + " fill_kwargs={\"alpha\": alpha, \"label\": label},\n", + " ax=ax,\n", + " )\n", + "\n", + "ax.axhline(y=0.0, color=\"black\", linestyle=\"--\", label=\"zero\")\n", + "ax.legend(loc=\"lower left\")\n", + "ax.set(\n", + " title=\"State - Synthetic Across Time\",\n", + " ylabel=\"Gap in per-capita cigarette sales (in packs)\",\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "773d1bbf-86ee-4d27-a745-abbb491d6c3b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 546, + "width": 851 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "\n", + "for idx in df[\"state\"].unique():\n", + " error_pre, error_post = results[idx]\n", + " sigma_pre = error_pre.stack(samples=(\"chain\", \"draw\")).std(axis=1).min().item()\n", + " if sigma_pre < 10:\n", + " color = \"C6\" if idx == 3 else \"gray\"\n", + " alpha = 1 if idx == 3 else 0.8\n", + " label = \"california\" if idx == 3 else None\n", + " hdi = az.hdi(error_post[:, :, -1])[\"likelihood\"].to_numpy()\n", + " ax.vlines(\n", + " x=idx,\n", + " ymin=hdi[0],\n", + " ymax=hdi[1],\n", + " linestyle=\"solid\",\n", + " linewidth=3,\n", + " color=color,\n", + " alpha=alpha,\n", + " label=label,\n", + " )\n", + "\n", + "ax.axhline(y=0.0, color=\"black\", linestyle=\"--\", label=\"zero\")\n", + "ax.legend(loc=\"upper left\")\n", + "ax.set(\n", + " title=\"94% HDI reduced the sales in cigarettes in 2000\",\n", + " xlabel=\"sate index\",\n", + " ylabel=\"Gap in per-capita cigarette sales (in packs)\",\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "a956ba8e-4939-41d9-8876-88bfce570eeb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "13\n", + "22\n", + "24\n", + "34\n" + ] + } + ], + "source": [ + "for idx in df[\"state\"].unique():\n", + " error_pre, error_post = results[idx]\n", + " sigma_pre = error_pre.stack(samples=(\"chain\", \"draw\")).std(axis=1).min().item()\n", + " if sigma_pre >= 10:\n", + " print(idx)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "f2649fff-69b3-4a69-acf7-0d08aad3d2ff", + "metadata": {}, + "outputs": [], + "source": [ + "cal_samples = np.array(\n", + " [\n", + " v[1].stack(samples=(\"chain\", \"draw\")).T.to_numpy()\n", + " for k, v in results.items()\n", + " if k == 3\n", + " ]\n", + ")\n", + "\n", + "non_cal_samples = np.array(\n", + " [\n", + " v[1].stack(samples=(\"chain\", \"draw\")).T.to_numpy()\n", + " for k, v in results.items()\n", + " if k not in [3, 13, 22, 24, 34]\n", + " ]\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "7d1b332f-fe8c-4744-9c4e-bb534c4ea5bd", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 524, + "width": 877 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "samples = (cal_samples[:, :, -1] > non_cal_samples[:, :, -1]).mean(axis=0)\n", + "\n", + "fig, ax = plt.subplots()\n", + "sns.histplot(\n", + " x=samples,\n", + " color=\"C4\",\n", + " label=f\"mean: {samples.mean(): .3f} and std = {samples.std(): .3f}\",\n", + " ax=ax,\n", + ")\n", + "ax.legend()\n", + "ax.set(\n", + " title=\"Proportion of times the effect in California is bigger than all the estimated effects\"\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "76a30b72-00f9-44f0-a7f7-243dc868fa0f", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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A5YFWXduxbcPX7RgMBtxzzz0oKCgAAMyfPx9NmjTxKU5f7d+/X7k9YMAAAMDJkycdinIAkJycjAYNGiArKwtnzpxxWBYXF4cbbrgBVqvVoT2b3r17Q6VSIT09Hbm5uQ7LkpKS0LRpU+Tn5+PYsWMOyyIjI9GtWzcAwO+//+50UunWrRsiIyNx/vx5XL161WFZs2bN0LJlSxQXF+PQoUMOy7RaLXr16gUAOHz4sNPJ94YbbkBcXBwuX77s0IMOKB9+sU2bNigtLXV6rpIkoX///gCA48ePO50c2rVrh3r16iErKwvp6ekOyxISEtChQwe3+7BPnz7QaDQ4ffo08vPzHZa1atUKTZo0QV5eHk6cOOGwLDo6Gl26dAEAl+12794d4eHhOHv2LLKyshyWNW/eHC1atEBRUREOHz7ssEyv16NHjx4AgIMHDzq9WXTu3BkxMTG4ePGiMpebTePGjXH99dfDaDQ6xaRWq9G3b18AwLFjx5xO3O3bt0diYiKuXr2Ks2fPOixLTExE+/btYTabXT7Xfv36QZIknDx5EoWFhQ7LWrdujUaNGiEnJwenTp1yWBYTE4POnTtDCOGy3Z49e0Kn0yE9PR05OTkOy1q0aIHmzZujoKDAaejPiIgI3HjjjQDK92HFN6GuXbsiKioKFy9exOXLlx2WNWnSBK1atUJJSQkOHDjgsEyj0aBPnz7K3xWPiY4dOyI+Ph6XL1926ulZv359tG3bFiaTyeVz5TmiXF04RzQG0PiPZaXaloCuEeIsebjecBooLi9RNAZQrI6CSLyh/HkVH/yzwT/WyYzuCpNaD13+BUSVZCttohgwRzUFNM0RbSlG5OVjSpsAIJfqgPrlr0274qMIK7I4LC+J6ghI0WhsuoxGpisOMV3VNgSQhDBLqVNM4ZIaF2J7AgD0WScRaTY6xFQSnwwgAfXKshBZeN5hm2Y5AYhNhkaYy9u12yYAFCX2AiChpeEMYqxFDsvTw1sBaICI0jw0L7Y7vosBtTYaFyM6QoJA5OWDDm2iGMhr0A2ADs1LzyGyKNdhuUnTHAhvimhrIZJLTjhs06AKhzWx/PzdvvgI1LA6LD8U1QlAJKKM5efu1sZTyjatkY1wKawlIqwGRF4+7PjaGDRAw/Lzd5uS49AXmRyWGyLbAao4NDBdRVPTRYdtZofVQ0lUa7+dI2RZRmJiolO7tvNjdHS0w2csAMr5XKvVIi4uTrn/9OnTlZ4jWrduDb1ej4sXLyIvL89hWbCfI+zxc0S5mJgYXHfddTCbzTh+/Lhyv+2YtL2PxMTEQKvVIiMjQ1lWWFgIo9EIvV7vcD9QXjjJy8uDEMLl8W3bb1FRUdDr9Q7LbN8J7I/vuLg4ZGRkIC4uTvncER8frxQlbNvPycmBxWJBZGQkIiIiHOKy/WBPo9E4xSvLshLThQsXnGK25Up4eLjTD/dsP45Tq9VOj7Ofp9e2D+3jLSgoQGlpKfR6PWJiYhziMplMyM/PhyRJSExMdIo5MzMTQghkZmY6bdd2Lqp4jgDg8CU9ISHBoeiTkZGhFAKjoqKUnpm2bdvvQ9vQ7LZlVqtV2Re218s+rtzcXJjNZqfXBSj/7lhYWAiz2ez0XOzPYbGxsQgLC3NYbjtn6PV6REdHK/efPn2a54g/1KXvGrZ9XZu/axw9etTpwiC/a5Tj54hyPEf8ydM5oqCgQHlfD6brETxH8BwB8BxRUaCvWUqSVO0jjkii4tEforKystCgQQMAwNixY7F8+XKP6zds2BCZmZm44YYbcPDgQY/r2pszZw6mT58OAFizZg1uu+02t+uuWbMGw4cPBwC8++67mDZtWqXtWywWjBgxAj///DMA4Mknn8THH3/sdXw2paWl2Lp1K4DyE6b9r+hsX7QOHz6MVq1aITw8HI0bK5fS+KuEP/BXCeXq0q8S7NsN9K8S7AXyl0vFxcXYv38/kpOTle0A/OWSTbCfI9ZcsCLnj6fVMl6LHEsYskvKe+skRQOFZiCntLwnVVJiOHJNQFHRn6+NbZ0L5vKeVB0iS1Fk+rPNpGggzxqGS2XlPanaR5iUNgEgKUZCtojAVWN5T6pWUXBY3iJBj1yzGrkl5T2p7GOyqDS4PkGHvFIrCotLHWIqMAMXLOWvTccIAwrLhENMObIOV0zlvYCSI80O22wZq0aOrEemobwnlf02AaBFYgRyyyQUFJf3pLJfXqbSok1CGPKNZhSUlDnElG9R4aK5vCdVxwiD436IBrJFOK6Wlvekah1ldYwpLgw5Vq2b10ZCUmKEw2tjv7xUrUfbeDUMBXlomHccp8Jbo1Qd/sdro8GlsvKeVO0jSiu8NkC2iPzjtTGgVZSo8NrokGvWILekvCeVw2sjqREfpcd9SaprOkcUFhY6HOMqlUo5p23ZssWp3ar2pIqNjXV5jigqKkJaWppTT5NevXopF3aD/Rxhj58jyo+JnTt3OvVM6t69O/bs2QPAuceT/TL7XkC9evVS7gf+7AV00003Ydu2bU7xWiwWpKSkYMuWLR6Pb1uRJT8/H127dsXu3btd9qSyxVXx+LaP174XUMV47Z9rnz59sHv3bodltueyefNmp55UPXv2VObVrdgLqHv37ti5c6fDPrSPt2JPKvt4K/aksl9mH2/fvn2xa9cuh+3KsoyBAwcq5xB7QggMGDAAGzdu9Bivfc8k27Zd9aRydby4ite+J1XPnj0dltnaHThwoLIv7fXv3x8bN250eT7s06cPtmzZ4tSTqnfv3pAkCTqdDkIIJR+1Wq1S+Oc5olxt+K5hMBhw4sQJ5TN8bf2uAbCXRCh/17DHc4Rju772pDpx4oRSdAim6xEAzxE8R5TjOeLPXO/atSsiIiIC3pPKVoTs37+/04/kqoI9qf5g/ysxb4bWs71g3gwNWNXt2B8U3mxHCIHx48crBaoxY8ZgwYIFPsXnSlJSklOvL7PZjNjYWMTHxzv9+s7G/oJ2RWFhYW4fJ0mSx+frqVKr0Wg8PtbTMk8JVVm79sOiVaTT6Zx+sW2jVqs9tutpH9pOpK6oVKoq70NPrw3AfWhT1X1Y2fF9Lfuwqu162oc6nQ7Jycluc/1a9iHPEeVq8/FdFmaB4Y/PcEINwAJYVRoYVBrIOqAMUJbbGDR/PlfbOsLWRpgeZfKfj5F1gPWPz0aypIGs0zi0KWsB/LHcqI503uYf187MKh3MKp3LmISkdorJjPLnUr6NCJQJx5iEydauFrJO69CmCCuPSUgqGDQuYvrjWl+pOtxhH9jHJKvCYND8eXzLuj/CMQOQJMi6SMf9oPtzP5jUeqc2hQaA1fvXxtXyMm00TkdcjwJNHKx/tPHna6N2jsnhtYnw8Npo/9iPztu81nOEWq12ebE+JSXF5fxStguxFT+sA39eCBdCODw2PDzcIQ77eC0Wi8O6tovCrnqGBOs5wpVQ/hxhsVgcji/b8aHX652OSdt6rpYJIVzeD5Qfx+7mVrNv15798V1WVoaCggKUlZUpX5wrxusqLtvx7Wu8AJSLJ67Y2rVXcZ/asz9G7GOvuH1bLruLy9My24UKVyqeI1y16y5e++fqLl5XyyqL193rApTnsq/Hi61YVvG10Wg02Lhxo9P6Q4YMccohniPKBfK7hrvP8LXtuwbg+bXhdw3v2g2V4xvgPrSx34e2fLc9h2C6HgHwHGETqsd3RaF8jrDluk6nC/g1y4oFyOrAItUf9Hq9MqRFxW6OFeXl5SkFpObNm/u0nWbNmim3K9uOfZdVb7bz9NNP46uvvgIA3H777fjPf/7j9MvE6hIWFqb0PCOi4MVcJwoNskqDHG39QIdR60iS5DTUhE2wTlhLnhmNRqdfHtrUhWPCvgcMEQUvfoYnCh3Md6LQEOy5ziKVnQ4dOmDz5s04deoULBaL20lm7ccPbd++vc/bcNXOtW5nxowZ+OSTTwAAN910E/773/96rCxfK7PZjKysLNSvX9+v2yGiwGKuE4UGldWMBqYc5IYlwqKqPbke6IKA2Wx22XMAKO+xRaHHZDJh3bp1LpfVhWNCkiTo9XoWqoiCHD/DE4UO5jtRaAj2XGeRys6AAQOwefNmlJSUYM+ePejdu7fL9ewvVtgmi/NWUlISmjRpgkuXLrm96GGzadMmAEDTpk3RsmVLt+u99tpreOeddwCUj+H+008/VfvkZRWZTCacOXMGMTExQZkYRFSOuU4UGjRyGZobM1Csjq5VRaq6XhAgqm3UajViYmKcxs0nouDCz/BEoYP5ThQagj3X/TMWXB119913K7eXLl3qch1ZlvHFF18AAOLi4jB48GCftiFJEkaMGAGgvKfUjh07XK63Y8cOpSfViBEjnCa0tfnggw/wj3/8AwDQqVMnrF271mHeKyIiIiKqObYhAiv+czVhLhEREREREVGoY5HKTq9evTBw4EAAwJIlS7B9+3andebOnYujR48CACZPnuxUudywYQMkSYIkSRg/frzL7UyZMkWZkHbSpElOFy2MRiMmTZoEoHzitilTprhsZ+nSpZg6dSoAIDk5Gb/++isSEhK8e7JEREREVO3MZjPWrVvn9M/dsIVEREREREREoYzD/VXwwQcfoH///jAajRg2bBj+/ve/Y/DgwTAajVi+fDkWLVoEoLwoNG3atCptIzk5Gc8//zzeeust7N69G/3798eMGTNw/fXX4/Tp03j77bexb98+AMDzzz+PNm3aOLWxatUqTJw4EUIIxMTE4IMPPkBWVhaysrLcbjcpKQmRkZFVipmIiIiI/MPd3Fs6nc7vQzgTEV0LW+9RV3gOIyIiIiJvsEhVQbdu3bBixQo88MADKCwsxN///nendZKTk7F69eprGlbv9ddfR2ZmJj799FPs27cPf/3rX53WmTBhAl577TWXj1+1ahWsVisAoLCwELfffnul20xNTcWgQYOqHLM9tVqNuLg4pUcYEQUn5jpRaJAlFQo0sbBK7GTvL54u5MqyjNTUVKf7hwwZwgu8VK2EEDCZTBBCBDoUChJms9ntXMs8hwUOP8MThQ7mO1FoCPZcZ5HKhTvvvBMHDhzABx98gNWrV+PChQvQarVo3bo17r33XjzzzDOIiIi4pm2oVCosWbIEo0aNwqJFi7Br1y5kZ2ejXr166NmzJx5//HGvCk+BEh4ejhtuuCHQYRCRnzHXiUKDRROO41HtAx1GUPN0ITclJcXl/e4KW+ydQFVltVrdFkuJKHjwMzxR6GC+E4WGYM91FqncaNGiBd577z289957Pj1u0KBBPv0ycfjw4Rg+fLiv4eGzzz7DZ5995vPjqosQAlarFWq1GpIkBSwOIvIv5jpRiBACKmGFDDUQgFx3N9ydLMs1Hktt4q6wxd4J/hfMx6QkSexJRRTk+BmeKHQw34lCQ7DnOotUVCUlJSXYv38/unbtiqioqECHQ0R+wlwnCg1aiwE9Cg7iUFQnGDQ1P3+lyWTCunXrnO5318Mo1HEOGP8L1mNSo9EgMTEROTk5gQ6FiPyIn+GJQgfznSg0BHuus0hFRERERFSHcA4YIqoLOGQpEREREXmDRSoiIiIioiDBi8JEVFtwyFIiIiIi8gaLVEREREREQYIXhX0TzHNPERERERER1QUsUhERERERBTl3Paw0Gg0sFovLx4RC76tgnXuKiIiIiIiormCRiqokIiICvXv3hlqtDnQoRORHzHWi0FCmCcfemO6wSv7NdVm2QpYFrBYJRUVGWK3WP+5nrxV/c9fDKiUlhfNbhRCLxYLMzEwIIQIdChH5ET/DE4UO5jtRaAj2XGeRiqpEpVJBpVIFOgwi8jPmemhZe8GKHFP5hcukKCnA0VCNklSw1ECuy7JAXl4eIi1h2LXrAPLy8gCw1wr5l7sh/YDQLJCyQEUU/PgZnih0MN+JQkOw5zqLVFQlRqMR6enpSEpK4i9siYIYcz205JgErhrLbyfoeBEzlGgspWhTfBbnwlvApNYHOhyq5dwVfWrr8IDuhvQDQq9AqlarER0djaKiokCHQkR+xM/wRKGD+U4UGoI911mkoiqxWq3Izc3FddddF+hQiMiPmOtEoUElrIi35OGiaBboUKgOcFf04fCAtZ8kSdDpdCguLg50KETkR/wMTxQ6mO9EoSHYc51FKiIiIiKqUSoJiI6OVv7WaDSQJInDkNUykiQhPz/f6f5QHCKPiIiIiIiI/INFKiIiIiKqUfXCNTivbovLUhkAwFgQgbi4OGWOKqodzGYzNm7c6HS/uyHy3BW1gJoZCtDdMIQsqhEREREREdVeLFIRERERUY3LNFhxocgMAIiKltE8wPHQtXNX1AKAoUOH+n0eK3fDEIbavFNEtZ27gnZtndeOiIiIiPyLRSqqEq1Wi6SkJGi12kCHQkR+xFwnCg0WVRjO6VugTBUW6FAoSLkrYNVE8Yr+JMsyioqK2LuMAsrd+YDz2lUffoYnCh3Md6LQEOy5ziIVVYlWq0XTpk0DHQYR+RlznSg0yGotruobBzoMCkG+Fq+A8jnMLBaL0/0svFROlmUYDIZAh0FEfsbP8EShg/lOFBqCPddZpKIqsVgsyM/PR1xcHDQaHkZEwYq5ThQaVLIF8WUFKNTEwqq6tlyXZStkqwTZKmCxiPL7rCrIVgEBUR3hUgjwNHRgSkqKT3Nl0Z8kSYJWq0VZWVmgQyEiP+JneKLQwXwnCg3BnuuqQAdAdVNpaSmOHTuG0tLSQIdCRH7EXCcKDRqrCW0MJ6GTXfdc8YUsCxhKDCgpMSAvLw95eXnK36xREQWWWq1GXFwc1Gp1oEMhIj/iZ3ii0MF8JwoNwZ7rLFIRERERERERERERERFRjWORioiIiIiIiIiIiIiIiGoci1RERERERERERERERERU41ikoipRqVSIjIyESsVDiCiYMdeJQoMMFUrUEZAl5jpRMBNCwGw2QwhOEEcUzPgZnih0MN+JQkOw57om0AFQ3RQREYFu3boFOgwi8jPmOlFosISF43B050CHQUR+ZrVakZubG+gwiMjP+BmeKHQw34lCQ7DnenCW3oiIiIiIiIiIiIiIiKhWY5GKqqS4uBhbt25FcXFxoEMhIj9irhOFhjBzCXrk70SEpSTQoRCRH2k0GjRo0AAaDQfUIApm/AxPFDqY70ShIdhznd9OqMo4lj1RaGCuEwU/CYAKvuW6kAUsFisAQLaqIFsFLBYB4WM7QPmvpqKjox3uy8/P97kdIqqcJEmBDoGIagA/wxOFDuY7UWgI5lxnkYqIiIiIfCaEjLy8PACAQRuOEpNAXn4p4uLifG4rXi/hPNrislQGAGgQqUEi9lZnuERERERERERUC7FIRUREREQBl2mw4kKRWfk7MYCxEBEREREREVHNYJGKiIiIiNySZStkq6QM5weUD+8XxCMNEBFRAEiS5HaoV51Oh/Dw8JoNiIiIiIhqBItUVCXh4eHo1q0b9Hp9oEMhIj9irhOFBrMmHAejO6NU5ZzrsixgKDEqw/kB5cP7Qc2LhUR1jcViQXZ2NqxWa6BDIXJiNpuxceNGl8uGDBnCIpUP+BmeKHQw34lCQ7DnOotUVCVqtRqRkZGBDoOI/Iy5ThQahKSCUR0R6DCIqAawQEUU/PgZnih0MN+JQkOw57oq0AFQ3VRaWoqTJ0+itLQ00KEQkR8x14lCg9piQkvDaWhlU6BDISI/UqlUiImJgUrFr4FEwYyf4YlCB/OdKDQEe67z2wlVicViwdWrV2GxWAIdChH5EXOdKDSohQUNyrKgkZnrRMFMpVIhPDycRSqiIMfP8EShg/lOFBqCPdc53B8RERER1SoqCYiOjoZGo0F8fDwAID8/H0KIAEdGRERERERERNWJRSoiIiIiqlXqhWtwXt0WR65qURzTGQ0iNUjEXuTl5QU6NCIiCgBJkpCfn+90v06nQ3h4eM0HRERERETVhkUqIiIiIqp1Mg1WFEAgv8gMAEgMcDxERBQ4ZrMZGzdudLp/yJAhLFIRERER1XEcjJyqJCwsDM2aNUNYWFigQyEiP2KuE4UGqyoMl3RNYFYx14mCmSzLKCkpgSzLgQ6FiPyIn+GJQgfznSg0BHuusycVVYlOp0PLli0DHQYR+RlznSg0WKQwXAprAsgAZAtkqwqyVcBiERDgPFBEwUKWZRQXFwc6DCLyM36GJwodzHei0BDsuc6eVFQlFosF+fn5sFgsgQ6FiPyIuU4UIqxmSPmXUJiXg7y8PBhKDCgpMZTPAcUaFVHQkCQJYWFhkCQp0KEQkR/xMzxR6GC+E4WGYM91FqmoSkpLS3Ho0CGUlpYGOhQi8iPmenBbe8GKr05b8NVpC7ZdtQY6HAqgMGsp+mouIRLmQIdCRH6kVquRkJAAtVod6FCIyI/4GZ4odDDfiUJDsOc6h/sjIiIKUTkmgavG8tsJOnaXISIiIiIiIiKimsWeVERERERERERERERERFTj2JOKiIiIiIiIiOocSZKQn5/vdL9Op0N4eHjNB0REREREPmORiqpEkiRotVpOukwU5JjrRKFBSBKMQg0O+kgU/KxWzkFIwcNsNmPjxo1O9w8ZMiSki1T8DE8UOpjvRKEh2HOdRSqqksjISPTq1SvQYRCRnzHXiUKDWROB9ZaWgQ6DiPzMYrEgOzs70GEQkZ/xMzxR6GC+E4WGYM91zklFRERERERERERERERENY5FKqqSkpISpKWloaSkJNChEJEfMdeJgossWyFbZchWKywWCywWC2SrDI3ZgJs1GYiGKdAhEpEfaTQa1KtXDxoNB9QgCmb8DE8UOpjvRKEh2HOd306oSoQQKCsrgxCcvYIomDHXiYKLLAsYSowoMQnk5ZcCAAzacEhCIFyyIjhHtyYie2q1OtAhEJGf8TM8UehgvhOFhmDPdRapiIiIgtTaC1bkmMo/wNTTSbi1GS9MEhERERERERFR7cEiFRERUZDKMQlcNZbfTtAJh6JVUhT7zBARERERERERUWCxSEVERBQiKhatiIiIiIKRJEnIz893uUyn0yE8PLxmAyIiIiIit1ikoirR6/W44YYboNfrAx0KEfkRc50oNJjVemy3NEEJwgIdChH5kdVqRW5uLqxWa6BDIfIrs9mMjRs3ulw2ZMiQoC9S8TM8UehgvhOFhmDPdRapqEo0Gg3i4uICHQYR+RlznSg0CJUauSK4L9gRUfmEy2azOdBhEJGf8TM8UehgvhOFhmDPdVWgA6C6yWQyISMjAyaTKdChEJEfMdeJQoPaWoa2qhzoYAl0KETkRyqVClFRUVCp+DWQKJjxMzxR6GC+E4WGYM91fjuhKjGbzbhw4QJ/iUkU5JjrRHWTkAUsFgssFgtkqwzZaoXFYoGA67nI1LIZrdX50IFDgBEFM5VKhcjISBapiIIcP8MThQ7mO1FoCPZc53B/REREREFGCBl5eXkAAIM2HCUmgbz80qAeHoCIiIiIiIiI6h4WqYiIiIiIiIgoJEiShPz8fKf7dTodwsM5PyMRERFRTWORioiIiIiIiIhCgtlsxsaNG53uHzJkCItURERERAHAwcipSjQaDRo2bAiNhnVOomDGXCcKDbJKg3NyNMz8aEgU1GRZhtFohCzLgQ6FiPyIn+GJQgfznSg0BHuuB+ezIr/T6/Vo06ZNoMMgIj9jrhPVXrJshSwLyFYVZKuAxSLK77eqIIRvbVnUOhy1NvBDlERUm8iyjMLCwkCHQUR+xs/wRKGD+U4UGoI911mkoiqxWq0oLS2FXq+HWq0OdDhE5CfMdaLaS5YF8vLyYNCGo8QkkJdfCgAwaMMBtW/DFUlCRhTKYIAGMntTEQU1tVoNq9Ua6DCIyI+C6TO80WiEyWRyul+j0cBisTjdz7nFKNQEU74TkXvBnussUlGVGI1G7N+/H127dkVUVFSgwyEiP2GuE4WGMIsRKWHnsdncDIXQBTocIvITjUaDxMRE5OTkBDoUIvKjYPoMbzKZsG7dOqf7U1JSOLcYEYIr34nIvWDPdRapiIiIiIiIiCikSZKE/Px8p/vZM6ducfc6AnwtiYiIaisWqYiIiIiIiIgopJnNZvbMCQLuXkeAryUREVFtxSIVERERUW0mC8hWGRaLKP/TqoJsFRAQAQ6MiIiI6Nq5m3cKAGRZruFoiIiIqKaxSEVVJklSoEMgohrAXCcKLFkIlJQYkJdfCgAwaMNRYhIA9NW6HStrXkQhQQgmO1EoqI2f4d0Vo2RZRmpqqsvHpKSkVNv2OaQjBavamO9EVP2COddZpKIqiYqKQv/+/QMdBhH5GXOdKDSUhUVireX6QIdBRH5msViQmZkZ6DCIyM9q62d4k8mEdevWOd1fnYUoTzikIwWj2prvRFS9gj3XWaQiIiIiIiIiInLBXe8bgD1wiIiIiKoDi1RUJQaDAcePH0fbtm0RERER6HCIyE+Y60ShIcxixADNeey3NEQxtIEOh4j8RK1WIzY2FgUFBYEOhajOcNf7Bqi9PXAC/Rne07B+RFS9Ap3vRFQzgj3XWaSiKpFlGSUlJfyQSRTkmOtENUeWrZBlAdmqgmwVsFjK540R8P+405KQESuVQQXOVUMUzCRJQlhYWFCPZ09Egf8MH+hh/YhCSaDznYhqRrDnOotURERERLWALAvk5eXBoA1HiUkgL7+0fEF8QmADIyIiIgpi7oZ05HCORERENYNFKiIiIiKqk+Lj4x3+djdnCBERkT+4K25oNBpYLBan+z0VPdwNkefuMe7WBwCr1VpJ5N5ztx13zxGoe8P6uRvSsbYO50hERBRsWKQiIiIiqimygGyVlaH8ACjD+wkOtecTjUaDnMY3IrOk/AJZg0gNErE3wFEREVEocVfcSElJ8bno4W6IvKFDh7qd3yk1NdVlW/369assdCee5pFytR13z9G2jIiIiMhbLFJRlej1erRr1w56vT7QoRCRHzHX65a1F6zIMZUXOpKiON9IbSQLgZISw59D+QHK8H5A4PLMotZhj6UhDHXso2FmiQUXiszK34kBjIWoLrBarcjPz6/WXhZE5D13Pa8A972PPBXC3NFqtS4/w3vqfeWpGBWqPL1eHAqQagt+ZycKDcGe63XrSgTVGhqNBvXq1Qt0GETkZ8z1uiXHJHDVWH47QcdeOeQ9WaXBFREV6DCIyM+EEG4vUBOR/7krOAHVWwzSaDQQQqC4uNjhfk+9r0K5GOWOp9eLQwFSbcHv7EShIdhznUUqqpKysjJkZWWhfv360Gq1gQ6HiPyEuU4UGtSyGUmqfFyUo1DGj4dEQUulUkGv16O0tLTylYmozjIajdi3bx9KS0sdemixEEUUfPidnSg0BHuuqwIdANVNZWVlSE9PR1lZWaBDISI/Yq4TVY0sW2GxWCBbZcjW8tsWi6XWzjultpahgzoHenAIMKJgplKpEB0dDZWKXwOJgpnFYmGuE4UIfmcnCg3Bnuv8qSwRERFRVckCslWGxVJefJKtKshWAassIz8vX5lvSpmDKj4hgMHWXSoJiI6OdrhPrVYDsAQmICIiIgpp7uar0mg0sFicP59wDisiIiL3WKQiIiIi8kDIAhZLeQ8jWxHKVpSyCgklJQalCGUrSgHBOZlpoNQL1+C8ui0uS3/+akxbrIdabQFgDlxgREREFJLczVeVkpLi8v6hQ4e6nROQBSwiIgp1LFIREREReSCEjLy8PABgz6gAyjRYcaHoz4JUizLZw9pEREREtYe7ohYADBkyhEUqIiIKaSxSUZWo1WokJCT8MdQOEQUr5jpRaJBValyVI2DhdKVEQU0IAZPJBCFq5/x4RFQ9VCoVcz0IGI1Gl72v2POK7PE7O1FoCPZcZ5GKqiQ8PBwdOnQIdBhE5GfMdaqrZNkK2So5DM0HlA/XJ2QJgBS44Gohi1qPg9bGgQ6DiPzMarW6nEOFiIKLVqtlrtch7ua3kmUZqampTvez5xXZ43d2otAQ7LnOIhVViSzLsFqtUKvVUKn4q2uiYMVcr73WXrAix/Rn8SUpikUXe7IsYCgxOg7Nh/Lh+oQmwuUcU5IkORW2ZKsKIfEjZCFDCyvMUEHU0QKeSgKio6Oh0WgQHx8PAMjPz+evyIkqkCSJeUEU5IQQzPU6xNP8Vq64K2oB7GUVividnSg0BHuus0hFVWIwGLB//3507doVUVFRgQ6HiPyEuV575ZgErhr//DtBx4sQ3hJCuJxjKi4uDoYSk0Nhy6ANB9TB/0VfazHilrAMbDY3QyF0gQ6nSuqFa3Be3RZHrmpRHNMZDSM1aBF9EkVFRQAAjUbDC3YU8jQaDRITE5GTkxPoUIjIj0wmExo0aICcnBxYLJZAh0PVzNP8VkOHDnU5RKBGo3F5LLCoVffxOztRaAj2XGeRioiIqA6w7znFXlN/ErJw2StKgIWIUJRpsKIAAvlFZjSI0OB8TFtclsoAAMaCCMTFxSkFSiIiIqJg46lXlqv7OXQgERHVBixSERER1QH2PafYa+pPQshue0URZRqsuFBkBgBERctoHuB4iIiIiIiIiMgRi1RERERUo2TZClkWDj2fAEBY1ZCtssN8ULblKpUEQB3AqImIiIiIiIiIqLqxSEVERESVk4XLApLVWj7HU8WCkyRJkK2Sw33KY2QZ+Xn5Dj2fAECOT0BJicFhPijb8vj4eMhW2ak9Ti9ERERERFQ1kiQhPz/f5TLOV0VERDWFRSqqksjISPTp0wdqNX/VThTMmOtkIwvhsoAkQ4/8fOeCU1xcHAwlJof7bOsAep+3L4SAocTg1B7U/OJcHco0EfifOQkWcL4zomBmsViQmZkJwQo/UVDT6XTMdfKKuzmsAM5XVVfwOztRaAj2XGeRiqpEkiRoNDx8iIIdcz20CFnAYrECgPNQfCxeBDdJggWqQEdBRDWAF62Jgp8kScx18huj0QiTyeR0P3teBQa/sxOFhmDP9eB9ZuRXRqMRp0+fxvXXX88PIURBjLkenGTZ6nooPlkgLy8PAJx6RiE+IVDhUg3QWErRS30Jh6z1YIA20OEQkZ+o1WpER0ejqKgo0KEQkR+VlZUhLi4ORUVFsFqtgQ6H6ih3QwHKsozU1FSn+9nzKjD4nZ0oNAR7rrNIRVVitVqRn5/PD7xEQY65HpxkWcBQYuTQeaRQCSvqq4zQWPmra6JgJkkSdDodiouLAx0KEfmRLMvMdbpm7oYCTElJ8bkt9r7yH35nJwoNwZ7rLFIRERHVQmsvWJFjKi8YJEVxqD0iIiIiIqq93PW8Atj7ioiIPGORioiIqBbKMQlcNZbfTtBVrXeLuzmmBNhbhoiIiIiIqo+7nleA+95XngpbGo0GFovF6X72viIiCj4sUhEREdVhsmyFLAuHIhTgeY6puLi4AEZMVDtIkqTkgkajQXx8PPLz8znRPBEREVENqayw5WoZe18REQUfFqmoSnQ6HVq1agWdThfoUIjIj5jrtZ+tEGVfhAI4xxT5xqLW4pC1HkpD6KNhXFwcchrfiMwSC85f1SOi8Y1IxF6lsEsUjKxWKwoLC4N2LHsiKqfRaJjrFLTc9b5y1/PK0zJf76/utqqjVxi/sxOFhmDP9dC5EkHVKiwsDE2aNAl0GETkZ8x1/7GfcypRJ+G2ZmqP63PoPvInWRWGs3JsoMOocZklFlwoMiNOLRBltSAx0AER+ZkQAkajMdBhEJGfaTQa5joFLXe9r9z1vPK0zNf7q7utoUOHwmQyOd3vS/GK39mJQkOw5zqLVFQlZrMZeXl5iI+PR1hYWKDDISI/Ya77j/2cU/Ci0CSEzKH7yG9UsgVNpSJkigiY4blgWlepAERHRyt/298mChWSJEGn07m8IEZEwcNqtUKv18NkMnEYW6JazF3BzZchDfmdnSg0BHuuqwIdANVNJpMJJ06c4BdcoiDHXK8+ay9Y8dVpC746bcG2q+6HXjEajSgqKoLVYoXFYoHFYoFslcHrC+RPGqsJXTWZCIfroUiCQbxewvmYtjga0xlHYzqjoF47qNXBWZAjcketViM2NpbHPlGQM5vNzHWiOsw2pGHFf656SPI7O1FoCPZcZ08qIiKiGmDfcyohTIZslWGxlFeerBYJRUVGWK1WyLKM/fv3oyimM/KKzAA4vxRRdck0WHHhj7xqEMGPwURERERU+7jrYeVqeEBb4cpkMiEqKqpG4iMiqm78dk5EROQnRqMRJpMJarUaVov2z6KUkFBSYkBefikAINIShl27DiAvLw8pKSmBDJmIiIiIiIhqIVfFK41Gg8TERJjNZuTn5zs9xpf5rYiIAoVFKiIiIj8xmUxYt24d4uPjHXpGIT4hsIERERERERFR0LBYLFi3bp3T/b7Mb0VEFCgsUlGVqFQqREdHQ6XitGZEwYy57h1bj6mKZFkOQDREvhOSCnmyDlZIgQ6FiPxICIGysjIITnRIFNQkSWKuE4UI23u7JLn+HG+b36oi9rAiqluC/foci1RUJREREejSpUugwyAiP2Oue8dkMmHv3r0O9+Xn5+Omm24KUEREvjFrwrHN2izQYRCRn1mtVuTl5QU6DCLyM51Ox1wnChG293adTudyuS/zW9mwgEVU+wT79TkWqYiIiLzgrrcUUP7rtJzGNyKzxAIAaBCpQSL2ulyXiIiIiIiIKJDcFa8A9wUsFq+IyF9YpKIqKS4uxv79+9G1a1dERUUFOhwi8hPm+p9s80u5MmTIEGSWWHDBNucUgEQf2lZJQHR0NIDyiW9tt4lqitZcgjvCTmOzuRkK4fpXmKFGkiRoNBrEx8cr9+Xn53PoJKrTbJOr5+TkBDoUIvKj0tJSNGzYEDk5ObBYLIEOh4j8yPbeXlpaWm1tuitgcX4rosAJ9utzLFIRERHZCcT8UvXCNTivbovLUhnOX9Wjab12UOdbAJgrfSwRVQ/7YjFQfntrQQQyYjoD+LOHJIdPIiIiIiIiIqo+LFKRzy5evIhOnToBAHbu3Ik2bdoEOCIi8odQzXV3PaZSUlL8ut1MgxUXisyIUwtEWK1+3RaRvbzMy3jhnv4AgCcWrQESrwtwRIFhXywGgLaJOuSUiir3kCSqbXJzczFjxgwAwNy5cwMcDRH5S25uLjp3Lv+Bxdy5cxETExPgiIjIX+zf23/55Re/b0+SJOTn5zvdr9Fo3Pba5BCBRNcuFK7PsUjlxtmzZ/Hhhx9i9erVOH/+PHQ6Ha6//nqMGTMGTz/9NCIiIqplO2vWrMGiRYuwa9cuZGVloX79+ujZsycee+wx3H777V61YbFYsHjxYnz11Vc4duwYiouL0aRJEwwdOhTPPvssOnbsWC2xEhFROUmSEBcXp/ytVqsBcCgVorrOViwGgAYRGkD957KKPa00Gg0kSeLwf0REREQUEtwNA5iSksL5rYjomrBI5cKPP/6IBx54AIWFhcp9BoMBu3fvxu7du7F48WKsXr0arVu3rvI2ZFnGY489hiVLljjcf/HiRVy8eBGrVq3Co48+in/9619QqVRu28nOzsbw4cOxa9cuh/vPnDmDRYsW4fPPP8eCBQvw6KOPVjlWIqJg5GlYP/s5aFyJi4tDTuMbkVlSXpjSFuuhVnN4PqJgVrGnlbEgAnFxcRz+j4iIiIjIDc5vRUTeYJGqgn379mHs2LEwGo2IiorCiy++iMGDB8NoNGL58uX497//jRMnTuCOO+7A7t27qzy5/UsvvaQUqLp164bp06fj+uuvx+nTp/HOO+9g3759WLx4MerXr4833njDZRtWqxUjR45UClT33HMPJk6ciISEBOzcuROvvfYaMjMz8fjjj6Np06Ze98zyBd9QiEJDXc11d4UooLwYlZqa6nT/kCFDHApQQPlcNJoK75iZJRalx0WLMsf5qmw9LjQaDeLj46v8XkFU00qgQfX0FQ9O9j2toqJlNA9wPERV5W5IHiIKLsx1otCh1WoDHYJP3A0dyB5WRJ4Fa36wSFXB5MmTYTQaodFo8Msvv6Bv377Ksptvvhlt2rTB9OnTceLECcydOxevvPKKz9s4ceIE3n33XQBAjx49sGnTJuUA69mzJ+666y6kpKRg9+7dmDNnDh555BGXvbY+//xzbNmyBQDw1FNP4aOPPlKW9erVC7fffju6d++OwsJCPPvsszh69Cg0Fa+yXiNJkqq1PSKqnepqrruaX8o2VN+NN96o9JjKz893GLLLvgD1J+/Pn7YeF0eualEc0xltE3VQ57OnFdV+Mtz33iYiIiIiotrJ0yhMtZG7HlbuhgcEWMAiAuru9bnK1K0zmJ+lpaVh8+bNAIAJEyY4FKhspk2bhvbt2wMAPvjgA5jNvl9wfP/995VfNM2fP9/pBBsREYH58+cDKP/l07x581y2Yyt0JSQkYM6cOU7LW7dujRdffBEAcOrUKXz33Xc+x1oZd28cRBRcanuuG41G5OfnO/2TZdlpXdtQfd9f1eNoTGfkNL7RYX6p6pJpsOKKQeBCkRl5Rmu1t0/kD3rOrUYUEurahSwiqhrmOlHoKCsrC3QI1cJsNmPdunUu/5WVlbn83l9cXOzy/vz8fBiNxkA/JaJqVduvz1UVe1LZWbVqlXL74YcfdrmOSqXCQw89hBdffBH5+flITU3FsGHDvN6GEALff/89AKBdu3bo06ePy/X69OmDtm3b4vjx4/j++++xYMECh0rpiRMncPToUQDAmDFjEBHhenCe8ePHK4Wq7777Dvfee6/XsXrDauWFV6JQUJO57mmIPo1G43LYEndD96WkpLhsJ7PEgmK1QP4fvaUSK4lJJQFqtVrpecXh+yhYhUGGqHw1IqrjeOGaKDQw14lCh6sfaAYbd72vUlJSXN4PcO4rCj7Bei2eRSo7tqHzIiMj0b17d7fr2V/03Lp1q09FqvT0dFy6dMmpHXfbOX78OC5evIiMjAwkJSU5xVpZO40aNUJycjJOnDiBrVu3eh0nEZG/uStGybKM/fv3O9xnG47P3YdP+/OgbTg/AMqcUBWH87Nnmz/KRq1WAxV6k9QL12Bznh7pMZ0BgMP3EZFXfD0fERERERFR9XE395W7H8BySEGiwGCRyo6tZ1Lr1q09zt3Url07p8d468iRIy7b8WY79kUqX9s5ceIEzp8/j5KSEkRGRlYap/3Fk4sXL/5x0bZcVlYW6tWrBwDIzMyETqdDo0aNKm2TiOoWq9Wq5Losyx6HDygtLVWWV/zFpiRJLn/pIcsytm/fjpiYGIf7u3TpgvxGnZFjKP/AmBihQbx0EAUFBbBYLNBoNE6PsVgsynkqNjYWeQ07IcdgweXLaoQ36qw83haPFhbohBnhkhUN9WG4pLoemVJ5/LoCNfQqgXDpz5jVwoL8EhNyiksBAIXhQJj4cx2V1YwwYVH+VgsLwoSADuXbsP1d2frhkhU6YXZaXy0s0Mhmt+u72kZlj/Fl/ao8R3fbqMn9UnH92rBfKq5/LfvF3fq+PscwSSi5Hq4GRIU2q2PfV/dzDHTeAYBWNiM6OtppTHBfzkeuHuPpfkmSlPNfQkICAKCwsNDhc5uvj3G3bV/iqux+tlU7th8WFqbkelhYWK2Ji23V7e2zrdrXVsVct1+nrj0XthW6bQV6+3WlLft8B1Br4qotbQHlP47dsWOH0/19+vRxef/AgQNRUlLisi21Wu3y2oa7+7VaLfR6vcu2iHzhy/W5mmA//VF1/QBTEvwpJ4DyC6y2Svkdd9yBn376yeP6UVFRKCkpQZ8+fbB9+3avt7Nw4UI8+eSTAIBvvvkGo0ePdrvu//t//08Znm/hwoV4/PHHlWV//etfsWLFCgCORSNXnnnmGXz00UcAgGPHjqFt27aVxllQUIDdu3dX/oSIiIiIiIiIiIiIiCik9OjRA7GxsdfcDgco/kNRUZFyOyoqqtL1bb2RiouL/bYd+x5PFbdTXe0QEREREREREREREREFAof7+0NpaalyW6vVVrq+TqcDUN5t1F/bsW3D1Xaqqx13IiMj0aNHD2RmZkKtVjsNZVNR48aNvWqXiIiIiIiIiIiIiIjqHlmWlSH/vJlWyBssUv3BfoxQb8Z1NJlMAODzZHq+bMe2DVfbqdiOpzFOPbXjjkajQWxsbLV01yMiIiIiIiIiIiIiIqqIw/39ITo6WrntzZB4tkn0vBkasKrbsZ+or+J2qqsdIiIiIiIiIiIiIiKiQGCR6g96vR6JiYkAgAsXLnhcNy8vTyn8NG/e3KftNGvWTLld2XbOnz+v3K64naq0I0mSw+OIiIiIiIiIiIiIiIgChUUqOx06dAAAnDp1ChaLxe16x44dU263b9++Stuo2I6v26lKO82bN6+2cSKJiIiIiIiIiIiIiIiuBYtUdgYMGACgfHi8PXv2uF1v48aNyu3+/fv7tI2kpCQ0adLEqR1XNm3aBABo2rQpWrZs6TLWytq5cuUKTpw4UaVYiYiIiIiIiIiIiIiI/IVFKjt33323cnvp0qUu15FlGV988QUAIC4uDoMHD/ZpG5IkYcSIEQDKezjt2LHD5Xo7duxQekCNGDECkiQ5LE9OTlZ6V61cuRIGg8FlO5999plye+TIkT7FSkRERERERERERERE5C8sUtnp1asXBg4cCABYsmQJtm/f7rTO3LlzcfToUQDA5MmTERYW5rB8w4YNkCQJkiRh/PjxLrczZcoUqNVqAMCkSZNgNBodlhuNRkyaNAkAoNFoMGXKFJftPPfccwCA3NxcTJ8+3Wn56dOn8eabbwIAWrduzSIVERERERERERERERHVGixSVfDBBx8gPDwcFosFw4YNw5tvvokdO3YgNTUVjz/+uFIMSk5OxrRp06q0jeTkZDz//PMAgN27d6N///5YsWIFdu/ejRUrVqB///7YvXs3AOD5559HmzZtXLYzbtw4ZQi/jz76CKNHj8b//vc/pKWlYcGCBejXrx8KCwuhUqnw4YcfQqPRVCleIiIiIiIiIiIiIiKi6iYJIUSgg6htfvzxRzzwwAMoLCx0uTw5ORmrV69G69atnZZt2LBBGQJw3LhxDsPt2ZNlGRMnTsSnn37qNo4JEyZg0aJFUKnc1xKzs7MxfPhw7Nq1y+VynU6HBQsW4NFHH3XbBhERERERERERERERUU1jTyoX7rzzThw4cABTp05FcnIyIiIiEBcXhx49euDtt9/Gvn37XBaofKFSqbBkyRKsXr0aI0aMQJMmTaDVatGkSROMGDECP//8MxYvXuyxQAUA9erVw7Zt2/Dxxx9jwIABSExMhF6vR6tWrTBx4kTs2bPHLwWqkpISfPTRRxgyZAiaNm0KnU6Hhg0b4sYbb8SkSZPwyy+/VNrGoUOH8Pjjj+P6669HeHg46tevj4EDB2LhwoWwWCzVHjMRXZs1a9Yow5lKkoRXXnnFq8cx14lqr4yMDMyfPx+jRo1CmzZtEBERAb1ej2bNmuHuu+/G8uXLfcpT5jtR7XT27FlMmzYN7dq1Q2RkJBISEtCzZ0/MmTPH7dy2RFQ77N69G6+++iqGDRuGZs2aQafTISoqCsnJyXj44YexZcsWn9pbs2YNRo4cqbTVrFkzjBw5EmvWrPHTMyCiazFjxgyH7+EbNmyo9DHMc6K649y5c5g1axZ69OiB+vXrQ6/Xo3nz5hg4cCBmzpyJQ4cOeXx80OS7IPLR+vXrRYsWLQQAt/+6dOnisY1FixYJrVbr9vG9evUSWVlZNfOEiKhSxcXFTnk/a9asSh/HXCeqvV5++WUhSZLH93MAomfPnuLs2bOVtsd8J6qdfvjhBxETE+M2N5OTk8XJkycDHSYRuTBw4MBK36cBiIceekiYTCaPbVmtVjFhwgSP7Tz66KPCarXW0LMjosrs27dPaDQahzxNTU11uz7znKhu+fDDD0VkZKTHnJ08ebLLxwZbvrMnFfnkt99+w/Dhw3H27FnExcXhhRdewNq1a7F3715s2bIF//73vzFixAiEh4e7bePnn3/GE088gbKyMjRs2BAffvghdu7ciTVr1uCee+4BAKSlpWHkyJGwWq019dSIyIN//OMfOHv2LBo0aOD1Y5jrRLXb5cuXIYRAZGQkHnjgASxduhRbtmzB7t278eWXX6Jnz54AgF27dmHo0KEoLi522xbznah22rdvH8aOHYvCwkJERUXh9ddfx7Zt27Bu3TpMnDgRAHDixAnccccdKCoqCnC0RFTRpUuXAABNmjTB5MmT8f/+3/9DWloatm/fjvfeew9NmzYFAHzxxRcYP368x7ZeeuklLFmyBADQrVs3LFu2DGlpaVi2bBm6desGAFi8eDFefvll/z0hIvKaLMt47LHHYLFYvP4ezjwnqjtee+01PPvssygpKUFycjLmzJmDDRs2YN++ffjtt98wZ84c9OvXz+0oa0GX74GuklHdkZmZKRITEwUA0bVrV3HlyhW367r7FVdZWZlo1aqVACBiYmLEqVOnnNZ56qmnlIrv0qVLqyt8Iqqi3bt3C7VaLXQ6nfj3v//tVU8q5jpR7Td9+nTx9ttvi8LCQpfLLRaLGDNmjJKns2fPdrke852o9rL1wtBoNGLbtm1Oy9955x2fekgTUc264447xIoVK4TFYnG5PCsrSyQnJyt5vHHjRpfrHT9+XOmN0aNHD2EwGByWl5SUiB49eijnC/auJAq8efPmCQCiXbt24sUXX6y0JxXznKju+O233xx6Q5eVlbld19U19mDMdxapyGu2LoQREREiIyOjSm2sWLFCScI333zT5TolJSUiPj5eABAdOnS4lpCJ6BpZLBbRrVs35QJ1amqqVxezmOtEwSE7O1sZwq9Tp04u12G+E9VOO3fuVHLz8ccfd7mO1WoV7du3FwBEXFycxy/IRFQ7/fjjj0quT5o0yeU6Tz75pLLO9u3bXa6zfft2ZZ2nnnrKnyETUSXOnj0roqKiBACxYcMGMWvWrEqLVMxzorrBarWKNm3aCKB8uhyz2exzG8GY7xzuj7ySl5eHr7/+GgDwwAMPoEWLFlVqZ9WqVcptd8MRREREYMyYMQCAI0eO4MSJE1XaFhFdu3nz5mHfvn1ITk7GjBkzvH4cc50oOCQmJqJz584AgNOnT7tch/lOVDvZ5+bDDz/sch2VSoWHHnoIAJCfn4/U1NSaCI2IqtHgwYOV267eq4UQ+P777wEA7dq1Q58+fVy206dPH7Rt2xYA8P3330MI4YdoicgbTz/9NIqLizFu3DikpKRUuj7znKju+OWXX3Dy5EkAwIwZM6DRaHx6fLDmO4tU5JWffvoJRqMRAHDXXXcp9xsMBpw6dQpXrlzx6mDfsmULAKBt27Zo1KiR2/Xs34S3bt1a1bCJ6BpkZGRg1qxZAIBPPvkEOp3O68cy14mCh8lkAgCo1WqXy5nvRLWTLTcjIyPRvXt3t+sxN4nqNtv7NOD6vTo9PV2Z26qyi9225RcvXkRGRkb1BUlEXlu5ciV++uknJCQk4N133/XqMcxzorrjm2++AQBIkoS//OUvyv25ubk4efIkcnNzPT4+WPOdRSryyo4dO5TbnTp1wq5duzBs2DBER0ejTZs2aNy4MRo2bIhnnnkGV69eddlGcXExzp8/D6C80uuJ/fKjR49WwzMgIl89+eSTMBgMuP/++3HzzTd7/TjmOlHwyMzMVHKzffv2TsuZ70S1ly3PWrdu7fEXmsxNorpt48aNym1X79VHjhxRbvO9mqh2y8/Px+TJkwEAb7/9NurVq+fV45jnRHWH7Rp7y5YtER0dja+//hqdOnVCYmIikpOTkZiYiLZt2+Ldd991+CGKTbDmO4tU5BX7BEhNTUW/fv3w66+/QpZl5f6srCx89NFH6Nq1K37//XenNi5cuKDcbtasmcftNW/eXLltu/hFRDXn66+/xtq1axEXF4f33nvPp8cy14mCx5w5c2CxWABAGa7PHvOdqHYqLS1FdnY2gMpzMz4+HpGRkQCYm0R1jSzLeOutt5S/+V5NVLdNnz4dV65cQf/+/TFhwgSvH8c8J6obZFnGsWPHAAD16tXD5MmTcf/99+PQoUMO6504cQLPP/88br75ZuTn5zssC9Z8Z5GKvGLf1fCJJ56AJEl47bXXcO7cOZhMJhw+fFiZh+LKlSu4++67UVhY6NBGUVGRcjsqKsrj9mxflIHyX2kTUc3Jzc3F1KlTAQBvvvkmGjRo4NPjmetEwWHnzp14//33AZR/+H3yySed1mG+E9VOvuQm8Gd+MjeJ6pZ58+YhLS0NAHDPPfe4HNqT79VEdcPmzZuxePFiaDQaLFy4EJIkef1Y5jlR3VBQUKB0+Dh48CA+/PBDNG7cGP/5z3+Qm5sLg8GAjRs3KvNMbdu2DY888ohDG8Ga7yxSkVdKSkqU26WlpViyZAleeuklNG/eHFqtFh06dMDSpUvx2GOPASify+aTTz5xaKO0tFS5rdVqPW7Pfu4b21xYRFQznnvuOWRmZqJ3795KTvuCuU5U9129ehWjR4+GxWKBJEn4/PPPERER4bQe852odvIlN4E/85O5SVR3bNy4ES+88AIAoEGDBk7fv234Xk1U+5WVleGxxx6DEAJTp07FDTfc4NPjmedEdUPF6+sRERFITU3F/fffj/j4eISHh+Omm27C+vXr0aVLFwDAd999h507dzo8ziaY8p1FqiAjSdI1//vss8+c2tXr9crtzp0748EHH3S5/TfeeENJgBUrVrhto6yszOPzsB9zMzw8vNLnTRRq/JXrGzZswNKlS6FWq7Fw4UKoVL6/TTDXiaqXv/LdnaKiItxxxx3KMAJvvfWW23npmO9EtZMvuQn8mZ/MTaK64fDhwxg5ciQsFgv0ej2++eYbt6Mf8L2aqPZ74403cOzYMVx33XWYNWuWz49nnhPVDfa5CgCPPvoo2rZt67ReeHg4Xn/9deVv+2vswZrvLFKRV6Kjo5Xbw4YNc7teYmIievToAQD4/fffHZLFvo3KuhjaV5a9GaKEiK6dyWTC448/DgB49tln0bVr1yq1w1wnqrtKS0sxYsQI7NmzB0B5z8rp06e7XZ/5TlQ7+ZKbwJ/5ydwkqv3S09MxbNgw5OXlQa1WY/ny5bjpppvcrs/3aqLa7dixY3jzzTcBAPPnz3cYnstbzHOiusE+VwHP19iHDBkCjUYDANi1a5fLNoIp3zWBDoCq19GjR6+5jcaNGzvd17x5c+zYsUO57YltuSzLyM3NRaNGjQAATZs2Vdaxn+TNFfvJ3CrbHlEo8keuf/vttzhx4gTCwsLQoUMHLF++3OkxR44cUW4fOnRIWad3795ISkoCwFwnqm7+em+vyGKxYMyYMUhNTQVQ/quuOXPmeHwM852odtLr9UhMTEROTk6luZmXl6d8gWVuEtVuly5dwtChQ3Hp0iVIkoRPP/0UI0aM8PgY+0nV+V5NVPvMmzcPZWVlaNWqFQwGg8vv4YcOHVJur1+/HleuXAEA3HnnnYiMjGSeE9UROp0O9evXR1ZWFgDPOajX61GvXj1cuXJFWR8I3vd1FqmCTLt27fzSbseOHfHNN98AAKxWq8d17ZfbKr5AeaW3efPmOH/+PI4dO+axDfvl7du3r0rIREHNH7lu6wZsNpsxceLEStf/73//i//+978AgKVLlypFKuY6UfXy13u7PVmW8eCDD+LHH38EAIwdOxb/+te/Kn0c852o9urQoQM2b96MU6dOwWKxOHwut8fcJKobsrOzccstt+DMmTMAyntcPPTQQ5U+rkOHDsptvlcT1T627+FnzpzBfffdV+n6//znP5Xb6enpiIyMZJ4T1SEdO3bEhg0bAHh/jd3+c3yw5juH+yOv2A8fYPtQ7M7p06cBlFd8ExISHJYNGDAAAHD8+HHllx+ubNy4Ubndv39/n+MlosBirhPVLY8//rjyq80777wT//nPf7yek475TlQ72XKzpKREGcLTFeYmUe1XUFCAW2+9VRnV4K233sLTTz/t1WOTkpLQpEkTAI757sqmTZsAlPeUbtmyZdUDJqIaxTwnqju8vcZeWFiI7OxsAI4jmARrvrNIRV656aabUL9+fQDAjz/+6LbSm56ejv379wMo/5Jb8QLX3Xffrdx2N4m7wWDAypUrAZRXh5OTk68teCLyyvjx4yGE8PjPNgwYAMyaNUu5f/z48Q5tMdeJ6o6//e1vWLx4MYDyca+/+eYbtz0uXGG+E9VO9rm5dOlSl+vIsowvvvgCABAXF4fBgwfXRGhE5AODwYA77rgDe/fuBQC89NJLmDFjhtePlyRJGRLw2LFjyjD+Fe3YsUP5xfWIESMgSdI1Rk5E3vjss88q/R4+a9YsZf3U1FTlfttFZ+Y5Ud0xatQo5fZ3333ndr3vvvsOQggAwMCBA5X7gzXfWaQir6jVajz33HMAgLNnzzp0L7axWCx46qmnIMsyAOCJJ55wWmfkyJFo1aoVAODNN99Uel3Ze/7555GXl6fcJqK6h7lOVDe88sormDdvHgCgX79++P7776HT6Xxqg/lOVDv16tVL+UK7ZMkSbN++3WmduXPnKvPeTZ48GWFhYTUaIxF5VlZWhpEjR2Lr1q0AyvP0tdde87mdKVOmQK1WAwAmTZoEo9HosNxoNGLSpEkAyocUmjJlyrUFTkQ1jnlOVDd07twZt99+OwBg2bJlWLdundM6V65cwcsvvwwA0Gq1ePjhhx2WB2W+CyIvGY1GceONNwoAAoD461//KtasWSP27NkjVq5cKfr27assGz58uJBl2WU7q1evFiqVSgAQDRs2FPPnzxc7d+4Ua9euFaNGjVLaGDBggLBYLDX8LInIk9TUVCVHZ82a5XFd5jpR7fbhhx8qedi0aVOxZcsWcfDgQY//ysrKXLbFfCeqnfbu3SvCw8MFABEVFSXeeOMNsX37drF+/Xrx2GOPKbmZnJwsCgsLAx0uEVVwzz33KHl68803iwMHDnh8nz5+/Ljbtl544QWlrW7duonly5eLXbt2ieXLl4tu3bopy1588cUafIZE5I1Zs2YpOZqamup2PeY5Ud1w/PhxERcXJwAIvV4vXnjhBbFp0yaxa9cu8dFHH4lmzZop+fr222+7bCPY8p1FKvLJpUuXRPfu3ZUD3dW/4cOHV/old9GiRUKr1bpto1evXiIrK6uGnhURecuXIpUQzHWi2iwlJcXj+7mrf+np6W7bY74T1U4//PCDiImJcZubycnJ4uTJk4EOk4hc8PV9ukWLFm7bslqt4pFHHvH4+AkTJgir1VpzT5CIvOJtkYp5TlR3bN68WTRs2NBtrkqSJF5++WW3jw+2fOdwf+STxo0bY8eOHVi4cCFSUlJQv359hIWFoVGjRrjrrrvw7bffYvXq1YiOjvbYzsSJE7Fnzx5MnDgRrVq1gl6vR2JiIgYMGIBPPvkEW7duRb169WroWRGRvzDXiUIH852odrrzzjtx4MABTJ06FcnJyYiIiEBcXBx69OiBt99+G/v27UPr1q0DHSYR+ZlKpcKSJUuwevVqjBgxAk2aNIFWq0WTJk0wYsQI/Pzzz1i8eLHTvNJEVHcwz4nqjgEDBuDw4cOYNWsWunTpgpiYGOj1eiQlJeHhhx/Gnj17XE63YxNs+S4J8ccMXEREREREREREREREREQ1pG6U0oiIiIiIiIiIiIiIiCiosEhFRERERERERERERERENY5FKiIiIiIiIiIiIiIiIqpxLFIRERERERERERERERFRjWORioiIiIiIiIiIiIiIiGoci1RERERERERERERERERU41ikIiIiIiIiIiIiIiIiohrHIhURERERERERERERERHVOBapiIiIiIiIiIiIiIiIqMaxSEVEREREREREREREREQ1jkUqIiIiIiIiIiIiIiIiqnEsUhEREREREREREREREVGNY5GKiIiIiIiIiIiIiIiIahyLVERERERERERERERERFTjWKQiIiIiIiIiIiIiIiKiGsciFREREREREREREREREdU4FqmIiIiIgtSgQYMgSRIkScKGDRsCHQ4RAOCzzz5Tjsvx48cHOpxah3lLweKVV15RjuVXXnkl0OHUmPfffx+SJEGlUmH37t0u12Ge1z4tW7ZUXpOMjIxAh4O1a9cq8Xz11VeBDoeIiMivWKQiIiKiOqmkpATffvstnnnmGfTo0QPXXXcdIiMjodfr0ahRI3Tp0gUPPfQQ5s+fj3PnzgU6XCIiIgpyV69exaxZswAAY8eORY8ePQIcEdVVt912GwYNGgQAmD59OoqLiwMbEBERkR+xSEVERER1itFoxDvvvIOkpCSMGjUKH330Efbs2YPz58/DYDDAZDLh6tWrOHDgAL788ks8++yzaNGiBfr374/Vq1cHOnwi8kJGRobyC/KWLVsGOhyqw6rSc4+9/aiqZs+ejcLCQkiShJkzZwY6HKrjbMfQpUuXMHfu3ABHQ0RE5D+aQAdARERE5K2zZ89ixIgR+P333x3ur1+/Pm688UbUq1cPERERyM7OxsWLF7F3715YLBYAwLZt2/CXv/wF7733HqZOnRqI8ImIiChIZWRkYPHixQCAESNGoH379gGOiOq6wYMHo1evXkhLS8N7772HSZMmISEhIdBhERERVTsWqYiIiKhOOHPmDPr27YvMzEwAgCRJGD16NGbMmIEbb7wRkiQ5PaaoqAjr1q3DggULsG7dOgDlwwSGCs5zQbXR+PHj2TvFA+YtUd00d+5cmM1mAMDTTz/tcV3mOXnrySefRFpaGgoLC/HJJ5/gpZdeCnRIRERE1Y7D/REREVGtZzQaMWrUKKVAFRERge+++w4rV65E9+7dXRaoACA6Ohp33303fvvtN+zcuROdOnWqybCJiIgoBBQUFGDp0qUAgKSkJAwZMiTAEVGwGDNmDKKjowEAH330kVIIJSIiCiYsUhEREVGt984772D//v3K31999RVGjBjhUxu9evXC7t27MXLkyGqOjoiIiELZihUrlJ7a9957r9sfzxD5KiIiAn/5y18AAJcvX8batWsDHBEREVH1Y5GKiIiIarWSkhJ8+OGHyt/33Xcf7r777iq1pdVq0bFjR4/rHD16FPPmzcM999yDtm3bIjo6GmFhYahfvz569OiBqVOn4siRI15tb9CgQZAkCZIkKUP7nD9/Hi+//DK6dOmChIQEREZGol27dpg6dSpOnTpVpefly/YrGj9+vLLOZ599BgAwGAz4+OOPMWDAADRs2BA6nQ7NmzfHfffdh61bt1ZrjC1btlS2n5GRAQA4duwYpkyZgg4dOiAmJgYxMTHo3LkzXn75ZVy5csWn9oUQ+O677zBu3DgkJycjNjYWer0ezZs3x913343PP/9cmbfMnYyMDCXGli1bKvdv2bIFjz76KNq1a4fY2FhIkoQpU6b4uAecbdmyBZMnT0a3bt3QoEEDhIWFISYmBp06dcK4ceOwbNkyGI1Gt4+v7cfwZ599prRZcdg/27KkpCTlvrNnzyrrV/znyp49e/Dmm2/iL3/5C1q1aoWoqChotVo0bNgQ/fr1w0svvYRz58559fyr6syZM3jllVdw0003oWnTptDr9YiIiECrVq1w9913Y/78+UrP0Iq8yVt7aWlpmDBhAlq1aoXw8HDUr18fvXr1wttvv42cnBwAnve5PVmWsXnzZsycORPDhg3Dddddh4iICOh0OjRu3Bg333wzXn/9dWRnZ3u1H1y9Vr///jsmT56MG264AQkJCZAkye05PScnB3PnzsUtt9yC5s2bQ6/XIy4uDh06dMDTTz+N3bt3u9227dz28MMPK/d9/vnnLo+jQYMGVfkx7qxbtw5PPPEEOnbsiISEBOh0OjRp0gS33norFixY4DGHq2r9+vWYMGECOnXqhLi4OGg0GkRERKBZs2YYOHAgpkyZgp9++gllZWVu2zh79iw++eQT3HfffbjhhhsQGxuLsLAwJCYmolOnTnjyySexY8eOao/dZteuXZg6dSq6du2K+vXrQ6vVolGjRkhJScHbb7+NvLw8r9rJzs7Gu+++i6FDh6JJkybQ6/UICwtDXFwcOnbsiNGjR+O9995Denp6tcT91VdfKbe9+YwSyu/PRqMRq1atwrPPPqs8D61Wi6ioKLRs2RIjR47EkiVLPB6n7lzLudcXb731lrJvNBqN8vrYM5vN+M9//oN77rlHeS/SaDSIjo5G69atceutt2LmzJlIS0urdHv2P7D6z3/+c83xExER1TqCiIiIqBZbunSpAKD8S0tL89u27r33XodtufsnSZKYMmWKsFgsHttLSUlRHpOamiq+//57ERsb67bd8PBw8a9//avank/F7bsybtw4ZZ2lS5eKw4cPi/bt23t8/jNnzqy2GFu0aKG0m56eLhYtWiR0Op3bbcfHx4vvv//eq7Z///130bVr10pfz7Zt24rDhw+7bSc9PV1Zt0WLFsJkMonHH3/cZVuTJ0+u8r44f/68uOWWW7w6Bnv37u2yjbpwDNvn9Lhx49wu8+ZfRT179vTqcWFhYeLtt9/2/IJUQWlpqXj66aeFRqPxKobCwkKnNrzJWyGEkGVZPPfcc0KlUrndRtOmTcX27ds97nObsrIy0bRpU6/2X2RkpPjyyy8r3R8VX6tZs2YJtVrt1N6IESOcHrtgwQKPx5rtOH7kkUeEyWRyerz9ua2yfykpKVV+TEXnzp0TgwYNqvTxTZo0EZs2bap0H3qjuLhY3HXXXV7H/u9//9tlO88995yQJMmrNv7617+KkpISj3HNmjVLWX/WrFke183NzRWjRo2qdLtxcXHim2++8djWqlWrRHx8vFfPo2nTph7b8kZubq5yXEdHRwuz2VzpY0L1/XnHjh0iKirKq9emZcuWYu/evV7FWh3n3orP1xVZlsXUqVOV9fR6vcvnfPz48UpfK/t/J0+e9Pj8srKylNyMjY316hgjIiKqSzQgIiIiqsVSU1OV20lJSejZs6fftmXrXaHRaNChQwe0adMGcXFxUKvVyMzMxK5du3Dx4kUIIfD+++/DZDLh448/9qrt3bt346WXXkJZWRkSExMxaNAgxMfHIyMjAxs3boTZbIbRaMTjjz8OtVqNCRMm+O15unPp0iUMHToUly9fRlxcHAYOHIhGjRohOzsb69evR0FBAQDg1VdfRYcOHTB27Nhq3f7333+v9ERq2rQpBgwYgKioKJw4cQJbt26FLMvIy8vD6NGj8eOPP+LWW29129amTZtw5513orCwEAAQFhaGnj17ok2bNggLC0NGRga2bNmC0tJSHD9+HP369cP27dvRvn37SuOcOnUq/vWvfwEAOnXqhC5duiAsLAwnTpyASlW1gQoOHz6MW265BZcvX1bua9CgAfr164f69eujtLQUp0+fxr59+2A0GlFaWuqynbp+DLdv3x5PP/00ioqK8MUXXwAon1vuoYce8urxtuev0+nQsWNHtG7dGrGxsRBC4PLly9i5cyeys7NhNpsxY8YMAMD06dN9jtOV4uJiDBs2DNu3b1fui4iIQP/+/dG8eXMIIXDx4kXs2bMHOTk5MJvNsFqtVd7etGnTMG/ePOXvqKgoDB48GI0aNcLVq1eRmpqKixcv4o477vCqh5/VasXFixeVtjp27IhWrVohJiYGZrMZFy5cwI4dO1BYWIiSkhI8+OCDCAsL8/o8MGfOHMyePRsAcP3116NXr16IiIhARkYGwsLCHNadMmUKPvjgA+XvevXqoW/fvmjUqBFKS0uxb98+HDp0CEIIfPrpp7h06RJWr17tkH9Dhw5FVFQUjh07hnXr1gEA2rVr53KuoDZt2lT5MfaOHj2KIUOGKHksSRJuvPFGdOjQAeHh4bh48SI2bdqEoqIiXLp0CbfccgvWrFmDwYMHe7UP3XnggQfwww8/KH+3bt0a3bp1Q0JCAsxmM7KysnDw4EGlN4w758+fhxACkiShbdu2aNu2LRITExEWFoacnBzs27cPp0+fBgAsX74chYWF+Omnn655aLsrV67g5ptvxtGjR5X7OnbsiC5duiAqKgqZmZnYvHkzcnJykJ+fjzFjxuDLL7/E/fff79TW7t27MXr0aKWHbHh4OPr06YOWLVtCp9OhsLAQp0+fxsGDB2EwGK4pbpv169crudynTx9oNNV/mSVY3p/z8vJQXFwMoPw9rmPHjmjWrBkiIyNhMBhw6tQppKWlwWKxICMjAykpKdi7dy9at27tNraaOvdaLBY88sgj+PLLLwEAsbGx+OGHH3DTTTc5rFdUVIShQ4fi/PnzAACVSoVu3bqhffv2iIqKgsFgwMWLF/H777973Su1Xr16aNeuHY4ePYqCggKkpaWhX79+Pj8HIiKiWiuABTIiIiKiSiUlJTn8ctufXnjhBbFy5UpRUFDgcrksy+KHH34Q9evXV2LavHmz2/bsfymt1WoFAPHcc8+J0tJSh/XOnz8vBg4cqKwbEREhTp06dc3Px9dfatt+IT1jxgynX8jn5OSIm2++WVm3VatWQpbla47R/pfLWq1WqFQqMXfuXGG1Wh3WO3z4sOjYsaOybqNGjURubq7LNi9fviwaNGigrPvQQw+JS5cuOa135coVMXLkSGW9Tp06uexZZN+TyvZr+ebNm7vsBVHxtfVGQUGBaNOmjbKNevXqia+//trl/i0uLhZfffWVePjhh122VReOYW969VTsveatJ598UqxevVoYDAaXyy0Wi1i6dKmIjIxUflF/5swZr9v3ZOzYsQ7HyezZs0VxcbHTelarVaxfv16MGDFC5OfnOy33Jm9/++03h1/h33///U6veVFRkRg/frxDbnva5yaTSTz88MMiNTVVlJWVuVyntLRUvPPOO0pvhbi4OFFUVOR2n9jHqNFoRGxsrPjuu+9ctmuzZMkS5TExMTHi3//+t8t41q9f79Dzy13POG+Ot+p4THFxsUPPidtvv91lDhQUFIgnn3xSWa9x48YujwNv7d+/X2krKipK/Pzzz27XPX36tHjttdfEDz/84HL5O++8I5YuXSqysrLctrFp0ybRunVrZZueetR505PKarWKwYMHK+v16tXLZe8Zo9EoXnnlFaU3SWRkpMvcvfvuu5W2Ro0a5fZ9wmg0itWrV4vHH3/cbfzeev7555VtTps2zavHhOr7844dO8Tf//53cfDgQbfbvXr1qnjwwQeV9oYMGeIxzuo693rqSVVSUiKGDx/u8Bz379/vMp73339fWa9Dhw7i2LFjLteTZVmkpaWJJ598Upw7d87jcxRCiPvuu09pd968eZWuT0REVJewSEVERES1mv3QLbNnzw50OEKI8osstpjGjBnjdj37i1AAxBNPPOF23aKiItGuXTtl3QcffPCa4/T1IhgA8eKLL7pt78qVK8rFfQBix44d1xyj/UUhAOKtt95yu+7ly5dFvXr1lHX/8Y9/uFzvkUceUdZ59tlnPW7fYrE4XNxbvny50zr2BRNbAeb48eO+PVEPXnrpJaXt2NhYtxe0qlMgj2F/Fqm8tXz5cqX96dOnX3N7v/76q8N+WrZsWZXb8iZve/fu7VAMqXjR2EaWZTFixAiH2Lwtunjy1ltvKe19/PHHbtez365KpRIbN2702G5hYaGIi4tTLopXdo45cuSI0Ov1AoBITEx0OfxcTRWpXn31VeUxI0eOdPua2Nifez2d9yozf/58pZ2XXnqpyu34Ij09XdnvvXr1crueN0WqL774QlmnT58+bgvMrtp0dT5KTExUijqeCqjV6dZbb1VicjeUYkWh+v7si9tvv11p78iRIy7Xqc5zr7siVW5urujXr59DEdDTD4nsh6389ddfqxxPRfbnmPHjx1dbu0RERLVB1cYjISIiIqoBhYWFypA9ABAXF1fpY37++Wc888wzHv/l5uZeU1y9e/dWhoWzDQlVmejoaLz11ltul0dFReGdd95R/v7mm2+U4XtqSv369TFz5ky3yxs2bIg77rhD+dubyb59kZSUhGnTprld3qhRI4f4lixZAiGEwzpZWVnKpOKNGjXC22+/7XGbarUar7/+uvL3V199VWmczzzzDJKTkytdzxsmkwkfffSR8vdbb72Ftm3bVkvbngTrMeyt0aNHIyoqCgDw22+/XXN7c+fOVW6PHTsWf/3rX6+5TXcOHz6MnTt3Kn+///77boeZlCTJ4/Kqevjhh5Xb3u6/0aNHOw2LVdGnn36K/Px8AMBTTz2F3r17e1y/ffv2GDduHAAgJycHa9eu9SqW6mY2m7FgwQIA5UNNLly4sNJ9/sYbbyjD5Hlz3nHHNqQpUH4OrwktW7ZUhijctWuXQwy+eu+995TbCxcuRHh4uMf1X3jhBeWzwLJlyyDLssNyWywRERFKjvtbenq6crtZs2Z+2UYwvD/7avz48cptd+cZf597L168iIEDB2Lbtm0AgM6dO2Pr1q24/vrr3T7GXznZtGlT5XZlQ3cSERHVNZyTioiIiGqtoqIih78jIyMrfUxaWprDRX9XnnvuOSQkJHhc58SJE9i9ezdOnz6NgoICmEwmhwsutovvOTk5OH/+PJo3b+6xvbvuuguxsbEe1xk+fDjq16+PrKwslJaWYvv27bjttts8PqY63XnnndDr9R7X6datG1auXAmg+i+S/N///V+lc3k88MADmDp1KqxWKy5duoTjx4+jXbt2yvLffvsNZWVlAIB77rmn0ucDlBdsIiMjUVJSgi1btlS6fnVeBNuxY4dyUT46Olq54F4dQvEYtnfgwAHs27cPGRkZKCwshMlkclhuKxAcPHgQsixXuZBjMpmwYcMG5e9JkyZVOWZv2G+rV69elRZMW7Zsif79+2Pz5s1eb0OWZezZswf79+/HhQsXUFhYCLPZ7HLd/fv3e9WmN3nz888/K7f/7//+z6t2b775ZmWOuC1btuCee+7x6nHVaffu3cjMzAQADBkyBA0aNKj0MU2aNFHmmDl06BAKCgoqzS9X7PP2iy++wMSJExEREeFzOxWdO3cOaWlpOHHiBPLz82E0Gh3OH7bCjBACv//+OwYOHOjzNi5fvqwcPx06dECXLl0qfYxer0ffvn2xZs0aFBQU4NChQ+jcubOyvHnz5jhz5gzy8vKwYsWKap+byZWrV68qtxMTE/2yjWB4f67IYDBgx44dOHjwILKyslBUVOQwV5RtjjzA9XnG3+fe48eP49Zbb8XZs2cBAAMHDsSPP/5YaZ7a5+TChQvxySefVEs89erVU25fuXKlWtokIiKqLVikIiIiolorOjra4e+SkhK/b3P16tX4xz/+gX379nn9mOzs7Eov8Pft27fSdtRqNXr27KlcqN23b1+NXuDv1KlTpevYX4C7ll/Pu+LNPoqPj0fbtm1x5MgRAOX7yP4imP3E6QcOHMAzzzzjUwx5eXkoKSlxWxANCwvzaj95a8eOHcrtPn36VNqLwBuhfAwDwOeff4433ngDJ06c8Gp9s9mMgoICxMfHV2l7+/fvR2lpKYDy3huV9f65VvYXa73dVu/evb0qUlksFnz44YeYN28eLly44FXb2dnZXq3XvXv3Stexz99Fixbh888/r/Qx9nGeP3/eq1iqm33cFy5c8Pq8YytQCyFw4cKFKhWphg8frhTZ9+7di3bt2mHChAm444470K1bN6jVap/a2759O1544QVs3rzZ654w3h4DrrZlYzQavd5vp0+fVm6fP3/eoUg1ZswYpcfnfffdpxSqBg8e7FXxsCrsP5tUR4HQlWB4f7bJzc3FzJkz8cUXXzj9GMkdV8eYP8+9u3fvxpNPPqls984778SKFSu8eo8eM2YMPv30UwDlRao9e/Zg3LhxuPXWW9G6desqx2R/bNXE52EiIqKaxCIVERER1VoxMTHQaDTKkH+2C3qevPLKK3jllVcc7svIyEBSUpJXj509e7bPcXpzkeW6667zqi379bKysnyO5Vp4c4E0LCxMue2uZ0VV+bKPbBfBKu6jS5cuKbe3bNniVc+oivLy8twWqeLj4z3+mnzWrFnIyclxuzwxMdHhGLP/BX6rVq18jrWiUD6GhRCYMGECli5d6vNji4qKqlyksn8NmzdvXmlvg2tlv08rKyzaeDMEmclkwl133YVffvnFp3i8vchc2bBXxcXFDm0tXrzYpziA8twNBPvzzoEDB3DgwAGf26hq7ImJiVi8eDEeeughmM1mnD9/XnkfjIqKQu/evZGSkoI777wTXbt29djWp59+ikcffdTnYdq8PQYqst9v6enplfaCdqXifnv55ZexYcMG7NixA0IIfPfdd/juu+8AAG3atMHAgQMxZMgQ3HnnnU4/hKkO1zrEnTvB8P4MAGfPnsVNN92Ec+fO+bR9V8eYP8+99913n/LZ8/7778dnn33mdfu33norJk2ahPnz5wMoHxJz165dAMqHZRwwYAAGDRqEu+++26fhIf11bBEREdUGnJOKiIiIajX7CyO2Cx/+8Ouvvzpc3O/bty8WLVqEffv2ITs7G6WlpRBCKP9SUlKUdSvOieGKt7+uti+OVPXCX1XZhj8LlOrYR9UxB5L9PGgVVfYr6s8//xwfffSR238Ve4bYx3+t86eE+jH873//26FAddttt+Hzzz/HwYMHkZeXpwx3aPvXokULZV1vnr871fkaeqO4uFi57e1r4k1cs2fPVgpUkiRh7NixWLlyJY4ePYqCggKUlZU57D8bby+cVpY7/s5dfwp07H/961+RlpaGkSNHOhQqiouLsW7dOsycORPdunVDjx493PaoO3LkCB5//HHl9ezYsSM++OADpKWl4erVq8pwf7Z/9kOTVjV//LHfIiMjsXHjRsyZMwctW7Z0WHby5El8+umnuP/++9GoUSNMnz4dRqPxmmOwP+dVR3uuBMP7M1A+bKCtQBUdHY2pU6di7dq1OHPmDIqLi2G1WpVjLDU1VXmcq2PMn+de+zxKT0/3+XX98MMP8e2336JXr14O91+9ehX//e9/MWnSJFx33XUYPXq01wU7+xi8Gf6aiIioLmFPKiIiIqrVBg4ciDNnzgCo/onA7c2ZM0e5/cgjj2Dx4sUeLwr5evHdYDB4tZ79EC7++JV3bVYd+8j+ws17772HqVOnVk9wfmIfv33xoSpC/Rh+9913lduzZ8/GzJkzPa5fXQW06nwNvWF/MbYqr4krJpNJ+dU/AHz22Wd46KGH3K7vj+JjxYuuubm5Ve7dVtPsY3/22WfxwQcf1HgMXbt2xbfffov8/Hxs2rRJ6Um6e/dupVfNnj17MHjwYCxbtgz33nuvw+Pff/99peBz66234ocffoBWq3W7veo4Buz321133YXvv//+mtsEAK1Wi+eeew7Tpk3DgQMHsGnTJmzbtg2bN29W5jkyGAyYM2cONm3ahNTU1GsaarVRo0ZKwa2qQx/WdtVx/t+2bRu2bdsGoPw8tmPHDnTo0MFtW5UdY/48965YsQKPPPIIsrOzsW3bNtx2221Yu3atT+9pI0eOxMiRI3Hu3Dls2LBBOQZtP7gSQuC///2vsqyy+QXte6Y1atSoak+MiIiolmJPKiIiIqrVBg8erNxOT0/3S6HKarVi48aNAACVSoU333yz0l8t+zpUjbfr28+pYj9Jdiiojn3UsGFD5XYgJhbPyMhw6G1Q8V/Fyezt401PT6/ydkP9GD5//jxOnjwJAIiLi8OLL77ocf3CwsJqGxrO/jU8f/6833vz2O9Tb+eNqmy9tLQ05SJvx44dPRaogPIhu6pbXFwcdDqd8ncg8reqAn3esRcXF4e77roL77zzDrZt24bs7GwsXbpU6ZVstVrx1FNPOfUMWbdunXL7tdde81igAqrnGPD3fpMkCV26dMGkSZOwbNkyXLhwAXv37sXDDz+srLNz584qDTNoz344YW9zsq6pjvO//TE2btw4jwUqoPJjzJ/n3k6dOmH9+vXKc7AVqqpSnL3uuuvw0EMPYeHChTh8+DDOnTuH2bNnK73TcnJy8Le//a3SdmwFVgBOvQSJiIjqOhapiIiIqFYbPXq0w2Tg77//frVvIzs7G2VlZQCABg0aVDq5+pEjR3z+tfSOHTsqXcdqtSrzFgDAjTfe6NM26jpv9lF+fj6OHTum/F1xH9lPnL5169bqC85P+vTpo9zevn17lYeKCrZj2NehrezntmnXrp3DUE2ubNmypdrm9+jatSv0ej2A8t4GO3furJZ2PW3PxtttVVbct99/nTp1qrS9TZs2ebVdX9kPjVVd+VuVYdJ8fYz9eWfbtm21au6YmJgYjB8/HuvXr1eKgNnZ2di+fbvDer4cAwUFBVWad6si+/22f//+Snv8VYdu3bopc2/Z/PDDD9fUZufOnZXbx48fv6a2aqvqeH+u7vOMv8+9nTp1wrp16xwKVbfffvs19yJs3rw5Zs6ciUWLFin3/fLLLzCZTB4fd/ToUeV2ly5drikGIiKi2oZFKiIiIqrVIiMjMWnSJOXvZcuWYdWqVdW6DZXqz49E3hQJPvnkE5+38cMPP6CwsNDjOmvXrkVmZiYAQK/Xo2/fvj5vpy5btmwZrFarx3W++uorZZ3GjRujbdu2DstvvfVWZXLzbdu24ffff/dPsNWkT58+ypBmRUVF+OKLL6rUTrAdw7YLjwCUoco8sX/+3gxLVZXn745Op3Po8blgwYJqa9uVQYMGKbfT0tJw6tQpj+ufO3fO7TxENr7sP1mWHS6uVqe//OUvyu1PPvmkWoo9vh5LVXlM//79ERcXB6C8J82PP/7oW5A14Prrr0fHjh2Vv69eveqw3JdjYPHixV7vS09atWqF9u3bAwDKysqwZMmSa27TW3fddZdyu+K+8JV9cbW2v+dUVXW8P/tyjF26dKnS4R9r4tzbuXNnh0LV1q1bcfvtt1fL8IL2x6DZbEZubq7H9e2PrYpzXREREdV1LFIRERFRrTdjxgx069ZN+fv++++vtrkrACAxMRGxsbEAyn8hbhs2zZWtW7dW6QJ3YWEh/v73v7tdXlJSgunTpyt/jx49WokpVJw+fRrz5s1zu/zq1at49dVXlb8nTJjg1OOhadOmeOCBBwCUz/fw0EMPVVpYsZFl2WHOh5qg0+nw1FNPKX/PmDGjSr/ED7ZjOC4uTrmgmZWVVekF8aSkJOVYOHTokDKPnSsrVqzATz/9VKW43LEfqmn58uVYvnx5tbZv74YbbkDPnj0BlB/jU6ZM8VjMmTp1KmRZ9thmq1atlNsbN25U5tdxZc6cOX67EP/4448rxZ69e/di9uzZXj82Ozvb5UV0+5649sNleeLrY3Q6HaZMmaL8/dRTT3m9LeDaiiTe9oi0Wq24fPmy8nfF3pb2x4CnnkUnT5706XWpzIwZM5TbL7/8Mg4ePOj1YysOEWgymbwuHtgPS1dZz9PK3HzzzVCr1QDKezf6e8jPQKiO92dvjzGr1YrHHntM6R3sSU2ce22FKtt5YevWrbjtttvcHmve5qT9MahSqRzOO67atPVSi42NZZGKiIiCDotUREREVOvp9Xr897//VS4kGQwGjBw5EmPHjsXevXvdXqCVZRkbNmzAY4895rF9lUqF4cOHK3+PHz/e5fBYK1euxPDhw2G1Wh0mfPeGVqvFRx99hBdeeMHpwsvFixdxxx13KJNph4eHY9asWT61Hwy0Wi1mzJiBDz74wOmi+tGjR3HLLbcovXQaNmyIqVOnumzn9ddfR+PGjQEABw4cQK9evfDLL7+43e6FCxcwb948tG3bFitWrKimZ+O96dOn4/rrrwdQXmAaMGAAli9f7vK4NhgMWLZsGR555BGH+4PtGNbpdGjTpg2A8l+YV9Z7sl69esrQibIsY/To0U7FPlmW8dFHH+HBBx+EWq126C1zrYYOHYp7771X+fuBBx7Aq6++6rK3gCzLSE1NxciRIz0Wgzx5/fXXldurV6/GuHHjnIqxxcXFePTRR/Htt986zPXkSrdu3dC0aVMA5cfgvffe6zA0F1BeAJg5cyZeeOEFn48db8XGxjpcCJ89ezbGjRvndj4cIQS2bt2Kp556Ctddd53LXoQ33HCDcnvnzp1eza1TlcdMmzZN6al08eJF9OjRA998843bAmF2djYWLVqEG2+8EXPmzKm0fXeef/553HTTTfjiiy+Qn5/vcp2cnBxMnDhRKVLFxMSgX79+Duvceeedyu2//e1v+N///ufUzrp16zBo0CAUFRVV2zHwwAMP4OabbwZQ3pt0wIAB+Ne//uW2QFFYWIivvvoKgwYNcuhlDQCXL19G8+bN8dxzz2H37t1ut/nrr786nJ9uv/32a3oO8fHx6N+/v/Ic7Ic8DRbV8f58xx13KIWrDRs24LnnnnPK2StXrmDUqFFYvXq1V8dYTZ17O3fujPXr13tVqOrbty/+7//+D2vWrHF7HJ84cQLjxo1T/h4yZIjHeeBSU1OVzwT2PcaJiIiCBd/ZiIiIqE5ISkpCWloaRowYgd9//x1CCKxcuRIrV65E/fr10b17d9SrVw9RUVEoKSnBhQsXcODAAeTk5Di0M3jwYJe/Vn355ZexatUqGI1GZGRkoE+fPujbty+Sk5NRVlaG7du3Iz09HQAwceJEnDhxwmNvlYpee+01vPTSS3j77bexZMkSDBo0CPHx8Th79iw2bNjgcCHj/fffR+vWrau4p+qud955B1OmTMGUKVPw7rvvYsCAAYiKisKJEyewZcsW5cKYRqPBp59+ioSEBJftNGnSBN9//z2GDx+O7OxsHD9+HLfeeiuaNm2KXr16oX79+jCbzcjOzsahQ4eU1zVQYmJi8O233yoX+bKzs3HfffdhypQp6NevH+rXr4/S0lKcPn0ae/fuhdFodDkfRbAdw6NGjcIbb7wBoLz35GeffYbWrVs7zDf17rvvKrf/+c9/YtiwYZBlGfv27UOnTp3Qv39/tGrVCsXFxdi8ebNykf7111/HokWLcPbs2WuK0d7ixYtx9uxZpKWlwWq1YtasWXjnnXfQv39/NG/eHEIIXLx4Ebt371bOS1Udzu6WW27Bs88+iw8//BAA8OWXX2LVqlUYPHgwGjZsiMzMTKSmpqKwsBAJCQmYMmUKZs6cCcBxyC0blUqFf/7zn0rx89dff0VycjL69euHFi1aICcnBxs2bEBeXh4AYNGiRbj//vurFHtlxo8fjzNnzuCf//wnAOCLL77AV199ha5du6Jdu3aIiopCcXExLly4gP3791d6sblRo0bo168ftm3bhtLSUnTp0gW33XYbGjdurOyL66+/Hk8++eQ1PSYqKgo//PADhg4divT0dFy5cgVjxoxRCqiNGjWCEAK5ubk4cuQITp48qZzTbEWaqhBCYPPmzdi8eTPUajXatWuH9u3bIz4+HkajERcvXsTWrVsd8vPdd99FeHi4QztTpkzB4sWLkZWVhdzcXNx222248cYb0aFDB0iShL179+Lw4cMAyi+SN2jQAF9++WWV47ZRq9VYuXIlbrnlFuzbtw+FhYV44oknMH36dPTt2xdNmzaFWq1GXl4ejh8/jqNHjyo9lUaNGuXUXn5+PubOnYu5c+ciISFBKcDq9XpkZmbiwIEDDj0tk5OTMXny5Gt+Hvfff78yh9KqVauCbrje6nh/bteuHR588EFlWNu5c+fi66+/Rs+ePdGgQQNkZGRg06ZNKCsrQ3R0NObMmYMnnnii0thq6txr61E1ZMgQ5OTkKEP/rVmzBlFRUcp6ZrMZy5Ytw7JlyxAeHo7OnTujVatWiImJQV5eHs6cOeNQRA0PD3d4L3Plu+++U27769xLREQUUIKIiIioDikpKRFvvvmmqFevngDg1T9JksTAgQPFqlWrPLa9atUqERER4bGtxx57TJSWloqUlBTlvtTUVJftVVxn1apVIiYmxm3ber1efPzxx9W2r7yJcdy4cco6S5curbTNpUuXKuuPGzfummNs0aKF0l56err45JNPhFardbuP4uLixLfffutV2xkZGWLIkCFeHycNGzYUa9eudWonPT1dWadFixbX/Jw9xXvTTTd5FWv//v1dtlEXjmFvj6H8/HzRrl07j8+lok8++URoNBq366tUKjFz5kwhy7LTsVcdDAaDmDhxolCr1ZW+hnq9XhQWFjq14c3rIoQQsiyLqVOnCkmS3G6jSZMmYvv27WLRokXKfZMnT3bb5t///vdKY164cKEQQnh8HWy8WcedFStWiCZNmnidv7169RKlpaUu29q1a5eIjo52+9iUlJRqeYwQQuTk5Ih7773X4+tS8Zz22Wef+bx/bJ555hmv91F0dLRYtGiR27a2bdtW6Xvr3XffLfLz871675g1a5ayzqxZszw+D4PBIJ544gmP+Wv/Lzw8XLzxxhsObVy4cEHodDqv98egQYPE5cuXfd3lLuXn54vIyEgBQCQlJQlZlj2uH6rvzyUlJWLYsGEeX5dmzZqJLVu2iNTU1ErzzaY6zr3evifs379fJCYmKusOGDBAFBUVKctvuOEGr4/BpKQksXXr1kqfm+19t1GjRqKsrMzj+kRERHURe1IRERFRnRIREYEXXngBkyZNwtq1a7Fu3Trs3LkTmZmZyMnJgSzLiIuLQ/369dG1a1f07NkTf/nLXxzmQnBnxIgROHToEN577z388ssvOHfuHDQaDZo0aYL+/ftj/PjxuOmmm6oc+4gRI3DgwAEsXLgQq1evxrlz51BWVobmzZvjtttuwzPPPKMMcRaqnnjiCQwcOBALFy7Eb7/9hgsXLgAAWrZsiTvvvBOTJk1ShvKrTIsWLfDbb79h+/bt+Oabb7Bp0yacP38eeXl50Gg0SExMRJs2bdCjRw8MGzYMgwYNCugQOi1atMDGjRuxbt06fPPNN0rPn8LCQkRGRqJFixbo3r077rjjDocJ1+0F0zEcGxuLXbt24eOPP8bq1atx9OhR5Ofne5yf6oknnkD//v0xb948pKam4tKlSwgPD0fTpk1x880345FHHnGY3666hYeHY9GiRfjb3/6GL774AuvWrUNGRgZyc3Oh1WrRuHFjdO7cGbfccgvGjh2L6OjoKm9LkiS89957GDt2LBYuXIgNGzbg8uXLiIqKQlJSEkaNGoWJEyciMTHRocecbc4nV15//XXcfvvtWLBgAbZs2YKsrCxER0ejWbNmuO222zBhwoQaO0eNGTMGI0aMwPLly/G///0Pu3btQlZWFoqLixEZGYmmTZuiffv2GDhwIIYPH47k5GS3bfXo0QMHDhzA/PnzkZqaijNnzqC4uNjlHFbX8hgASEhIwMqVK3Ho0CEsW7YMGzZsQHp6OnJycqBSqRAXF4fWrVvjxhtvxNChQ3HLLbdc09CT8+fPx1NPPYXffvsNO3bswOHDh3Hu3DkUFRUp57mOHTti2LBhePDBBz3Ov9S3b18cPnwY77//Pn788Uelx1Hjxo3RvXt3PPDAAw7DAlan8PBwfPLJJ5gxYwb+85//YP369Thx4oTyvh4bG4tWrVqhS5cuGDJkCG677TbExMQ4tNG0aVPk5ORg/fr12Lx5M/bs2YNTp04hKytL6Z3TokUL9OzZE2PHjsXQoUOrLf7Y2Fg8/PDDWLBgAdLT0/Hbb7/hlltuqbb2a4PqeH+OiIjAmjVr8PXXX+Pzzz9Xes/Vq1cPrVq1wqhRozB+/HjEx8djw4YNXsdWk+feLl26OPSo2rJli0OPqv3792PHjh1ITU1FWloajh8/jkuXLsFgMCAiIgKNGjVC165dcdddd2HMmDGVDse6cuVKZTjXp59+2qE3MRERUbCQhKjiGBNERERE5NGgQYOUi8OpqakYNGhQYAOqhVq2bKkMuZaeno6WLVsGNiBywGM4ONx///34+uuvAQDLly/H2LFjAxwRUfDJyMhAcnIyzGYzRowYUelcerUd359rh969eyMtLQ3R0dFIT093OWQ1ERFRXec8IDkREREREREFheLiYqxevVr5u2fPngGMhih4tWzZEo8++igA4IcffsDRo0cDHBHVdRs2bEBaWhoA4G9/+xsLVEREFLRYpCIiIiIiIgpSf//731FQUACg/Bf53gx9SkRVM2vWLMTExEAIgVdffTXQ4VAdZzuGGjdujGnTpgU4GiIiIv9hkYqIiIiIiKiOWbBgAf75z38q88JUlJmZicceewzz589X7psxY0ZNhUcUkho2bIjZs2cDAFasWIE9e/YEOCKqq/73v/8hNTUVADBnzpxrmkeLiIiotgvczNBERERERERUJdnZ2Zg9ezZmzZqFDh06oGPHjoiPj0dpaSlOnTqFXbt2oaysTFl/3LhxGDlyZAAjJgoNU6ZMwZQpUwIdBtVxt956KziFPBERhQoWqYiIiIiIiOooIQQOHz6Mw4cPu1yu0WgwefJkvPPOOzUcGRERERERUeVYpCIiIiIiIqpjnn/+eXTo0AG//fYbDhw4gMzMTGRnZ6O0tBQJCQlo1aoVBg0ahEceeQStW7cOdLhEREREREQuSYL9h4mIiIiIiIiIiIiIiKiGqQIdABEREREREREREREREYUeFqmIiIiIiIiIiIiIiIioxrFIRURERERERERERERERDWORSoiIiIiIiIiIiIiIiKqcSxSERERERERERERERERUY1jkYqIiIiIiIiIiIiIiIhqHItUREREREREREREREREVONYpCIiIiIiIiIiIiIiIqIaxyIVERERERERERERERER1TgWqYiIiIiIiIiIiIiIiKjGsUhFRERERERERERERERENY5FKiIiIiIiIiIiIiIiIqpxLFIRERERERERERERERFRjWORioiIiIiIiIiIiIiIiGoci1RERERERERERERERERU41ikIiIiIiIiIiIiIiIiohrHIhURERERERERERERERHVOBapiIiIiIiIiIiIiIiIqMaxSEVEREREREREREREREQ17v8D2rcs09o/J5sAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 546, + "width": 852 + } + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots()\n", + "sns.histplot(x=non_cal_samples[:, :, -1].flatten(), color=\"gray\", stat=\"density\", ax=ax)\n", + "sns.histplot(\n", + " x=cal_samples[:, :, -1].flatten(),\n", + " color=\"C6\",\n", + " stat=\"density\",\n", + " label=\"california\",\n", + " ax=ax,\n", + ")\n", + "ax.legend(loc=\"upper right\")\n", + "ax.set(\n", + " title=\"Histograms for year 2000\",\n", + " xlabel=\"Gap in per-capita cigarette sales (in packs)\",\n", + " ylabel=\"frequency\",\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ef599600-3197-4881-b08c-bc39937b6536", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "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": "3.10.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/data/smoking.csv b/data/smoking.csv new file mode 100644 index 0000000..222b17d --- /dev/null +++ b/data/smoking.csv @@ -0,0 +1,1210 @@ +state,year,cigsale,lnincome,beer,age15to24,retprice,california,after_treatment +1,1970,89.8000030517578,,,0.17886178195476501,39.5999984741211,False,False +1,1971,95.4000015258789,,,0.179927840828896,42.7000007629395,False,False +1,1972,101.099998474121,9.498476028442381,,0.180993899703026,42.2999992370605,False,False +1,1973,102.900001525879,9.5501070022583,,0.18205994367599496,42.0999984741211,False,False +1,1974,108.199996948242,9.53716278076172,,0.183126002550125,43.0999984741211,False,False +1,1975,111.699996948242,9.54003143310547,,0.184192061424255,46.5999984741211,False,False 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stateyearcigsaleretpricecaliforniaafter_treatment
6231970123.00000038.799999TrueFalse
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" + ], + "text/plain": [ + " state year cigsale retprice california after_treatment\n", + "62 3 1970 123.000000 38.799999 True False\n", + "63 3 1971 121.000000 39.700001 True False\n", + "64 3 1972 123.500000 39.900002 True False\n", + "65 3 1973 124.400002 39.900002 True False\n", + "66 3 1974 126.699997 41.900002 True False" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import warnings\n", + "warnings.filterwarnings('ignore')\n", + "\n", + "import pandas as pd\n", + "import numpy as np\n", + "from matplotlib import style\n", + "from matplotlib import pyplot as plt\n", + "import seaborn as sns\n", + "import statsmodels.formula.api as smf\n", + "\n", + "%matplotlib inline\n", + "\n", + "pd.set_option(\"display.max_columns\", 6)\n", + "style.use(\"fivethirtyeight\")\n", + "\n", + "cigar = (pd.read_csv(\"data/smoking.csv\")\n", + " .drop(columns=[\"lnincome\",\"beer\", \"age15to24\"]))\n", + "\n", + "cigar.query(\"california\").head()" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "88b2049e-09ef-4ee9-afc0-8b0f96d0d816", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.subplot(1, 1, 1)\n", + "\n", + "(cigar\n", + " .assign(california = np.where(cigar[\"california\"], \"California\", \"Other States\"))\n", + " .groupby([\"year\", \"california\"])\n", + " [\"cigsale\"]\n", + " .mean()\n", + " .reset_index()\n", + " .pivot(\"year\", \"california\", \"cigsale\")\n", + " .plot(ax=ax, figsize=(10,5)))\n", + "\n", + "plt.vlines(x=1988, ymin=40, ymax=140, linestyle=\":\", lw=2, label=\"Proposition 99\")\n", + "plt.ylabel(\"Cigarette Sales Trend\")\n", + "plt.title(\"Gap in per-capita cigarette sales (in packs)\")\n", + "plt.legend(); " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d907734a-bfd6-4916-88ac-8c3e7532dda0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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year
cigsale197089.800003100.300003123.000000...114.500000106.400002132.199997
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1974108.199997109.699997126.699997...119.900002111.800003145.800003
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5 rows × 39 columns

\n", + "
" + ], + "text/plain": [ + "state 1 2 3 ... 37 38 \\\n", + " year ... \n", + "cigsale 1970 89.800003 100.300003 123.000000 ... 114.500000 106.400002 \n", + " 1971 95.400002 104.099998 121.000000 ... 111.500000 105.400002 \n", + " 1972 101.099998 103.900002 123.500000 ... 117.500000 108.800003 \n", + " 1973 102.900002 108.000000 124.400002 ... 116.599998 109.500000 \n", + " 1974 108.199997 109.699997 126.699997 ... 119.900002 111.800003 \n", + "\n", + "state 39 \n", + " year \n", + "cigsale 1970 132.199997 \n", + " 1971 131.699997 \n", + " 1972 140.000000 \n", + " 1973 141.199997 \n", + " 1974 145.800003 \n", + "\n", + "[5 rows x 39 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "features = [\"cigsale\", \"retprice\"]\n", + "\n", + "inverted = (cigar.query(\"~after_treatment\") # filter pre-intervention period\n", + " .pivot(index='state', columns=\"year\")[features] # make one column per year and one row per state\n", + " .T) # flip the table to have one column per state\n", + "\n", + "inverted.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d0c9e365-9b84-4300-9279-8df7a12664ed", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-0.436, -1.038, 0.679, 0.078, 0.339, 1.213, 0.143, 0.555,\n", + " -0.295, 0.052, -0.529, 1.235, -0.549, 0.437, -0.023, -0.266,\n", + " -0.25 , -0.667, -0.106, -0.145, 0.109, 0.242, -0.328, 0.594,\n", + " 0.243, -0.171, -0.02 , 0.14 , -0.811, 0.362, 0.519, -0.304,\n", + " 0.805, -0.318, -1.246, 0.773, -0.055, -0.032])" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "y = inverted[3].values # state of california\n", + "X = inverted.drop(columns=3).values # other states\n", + "\n", + "from sklearn.linear_model import LinearRegression\n", + "weights_lr = LinearRegression(fit_intercept=False).fit(X, y).coef_\n", + "weights_lr.round(3)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "fa8d878d-af22-45a3-9eb2-4ffd9d6cf36c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "calif_synth_lr = (cigar.query(\"~california\")\n", + " .pivot(index='year', columns=\"state\")[\"cigsale\"]\n", + " .values.dot(weights_lr))\n", + "\n", + "plt.figure(figsize=(10,6))\n", + "plt.plot(cigar.query(\"california\")[\"year\"], cigar.query(\"california\")[\"cigsale\"], label=\"California\")\n", + "plt.plot(cigar.query(\"california\")[\"year\"], calif_synth_lr, label=\"Synthetic Control\")\n", + "plt.vlines(x=1988, ymin=40, ymax=140, linestyle=\":\", lw=2, label=\"Proposition 99\")\n", + "plt.ylabel(\"Gap in per-capita cigarette sales (in packs)\")\n", + "plt.legend();" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "225a148d-5808-487d-9d0c-d35742ba8d42", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Sum: 1.000000000000424\n" + ] + }, + { + "data": { + "text/plain": [ + "array([0. , 0. , 0. , 0.0852, 0. , 0. , 0. , 0. ,\n", + " 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. ,\n", + " 0. , 0. , 0. , 0.113 , 0.1051, 0.4566, 0. , 0. ,\n", + " 0. , 0. , 0. , 0. , 0. , 0. , 0. , 0. ,\n", + " 0.2401, 0. , 0. , 0. , 0. , 0. ])" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from typing import List\n", + "from operator import add\n", + "from toolz import reduce, partial\n", + "\n", + "def loss_w(W, X, y) -> float:\n", + " return np.sqrt(np.mean((y - X.dot(W))**2))\n", + "\n", + "lambda x: np.sum(x) - 1\n", + "\n", + "from scipy.optimize import fmin_slsqp\n", + "\n", + "def get_w(X, y):\n", + " \n", + " w_start = [1/X.shape[1]]*X.shape[1]\n", + "\n", + " weights = fmin_slsqp(partial(loss_w, X=X, y=y),\n", + " np.array(w_start),\n", + " f_eqcons=lambda x: np.sum(x) - 1,\n", + " bounds=[(0.0, 1.0)]*len(w_start),\n", + " disp=False)\n", + " return weights\n", + "\n", + "calif_weights = get_w(X, y)\n", + "print(\"Sum:\", calif_weights.sum())\n", + "np.round(calif_weights, 4)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "08294d3c-672d-4a31-9bcf-dd72ac6150f0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "calif_synth = cigar.query(\"~california\").pivot(index='year', columns=\"state\")[\"cigsale\"].values.dot(calif_weights)\n", + "\n", + "plt.figure(figsize=(10,6))\n", + "plt.plot(cigar.query(\"california\")[\"year\"], cigar.query(\"california\")[\"cigsale\"], label=\"California\")\n", + "plt.plot(cigar.query(\"california\")[\"year\"], calif_synth, label=\"Synthetic Control\")\n", + "plt.vlines(x=1988, ymin=40, ymax=140, linestyle=\":\", lw=2, label=\"Proposition 99\")\n", + "plt.ylabel(\"Per-capita cigarette sales (in packs)\")\n", + "plt.legend();" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "54fdc68d-32f8-40da-ba14-30ea2cf1cac3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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stateyearcigsaleafter_treatmentsynthetic
01197089.800003False95.029419
11197195.400002False99.118199
211972101.099998False101.881329
311973102.900002False103.938655
411974108.199997False107.038474
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" + ], + "text/plain": [ + " state year cigsale after_treatment synthetic\n", + "0 1 1970 89.800003 False 95.029419\n", + "1 1 1971 95.400002 False 99.118199\n", + "2 1 1972 101.099998 False 101.881329\n", + "3 1 1973 102.900002 False 103.938655\n", + "4 1 1974 108.199997 False 107.038474" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def synthetic_control(state: int, data: pd.DataFrame) -> np.array:\n", + " \n", + " features = [\"cigsale\", \"retprice\"]\n", + " \n", + " inverted = (data.query(\"~after_treatment\")\n", + " .pivot(index='state', columns=\"year\")[features]\n", + " .T)\n", + " \n", + " y = inverted[state].values # treated\n", + " X = inverted.drop(columns=state).values # donor pool\n", + "\n", + " weights = get_w(X, y)\n", + " synthetic = (data.query(f\"~(state=={state})\")\n", + " .pivot(index='year', columns=\"state\")[\"cigsale\"]\n", + " .values.dot(weights))\n", + "\n", + " return (data\n", + " .query(f\"state=={state}\")[[\"state\", \"year\", \"cigsale\", \"after_treatment\"]]\n", + " .assign(synthetic=synthetic))\n", + "\n", + "synthetic_control(1, cigar).head()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "bb348d2a-f151-4fb3-ba32-1b982f3b715b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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stateyearcigsaleafter_treatmentsynthetic
01197089.800003False95.029419
11197195.400002False99.118199
211972101.099998False101.881329
311973102.900002False103.938655
411974108.199997False107.038474
\n", + "
" + ], + "text/plain": [ + " state year cigsale after_treatment synthetic\n", + "0 1 1970 89.800003 False 95.029419\n", + "1 1 1971 95.400002 False 99.118199\n", + "2 1 1972 101.099998 False 101.881329\n", + "3 1 1973 102.900002 False 103.938655\n", + "4 1 1974 108.199997 False 107.038474" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from joblib import Parallel, delayed\n", + "\n", + "control_pool = cigar[\"state\"].unique()\n", + "\n", + "parallel_fn = delayed(partial(synthetic_control, data=cigar))\n", + "\n", + "synthetic_states = Parallel(n_jobs=8)(parallel_fn(state) for state in control_pool)\n", + "synthetic_states[0].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "d1f0410b-99ee-4ccd-9f49-9c17753911d9", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12,7))\n", + "for state in synthetic_states:\n", + " plt.plot(state[\"year\"], state[\"cigsale\"] - state[\"synthetic\"], color=\"C5\",alpha=0.4)\n", + "\n", + "plt.plot(cigar.query(\"california\")[\"year\"], cigar.query(\"california\")[\"cigsale\"] - calif_synth,\n", + " label=\"California\");\n", + "\n", + "plt.vlines(x=1988, ymin=-50, ymax=120, linestyle=\":\", lw=2, label=\"Proposition 99\")\n", + "plt.hlines(y=0, xmin=1970, xmax=2000, lw=3)\n", + "plt.ylabel(\"Gap in per-capita cigarette sales (in packs)\")\n", + "plt.title(\"State - Synthetic Across Time\")\n", + "plt.legend();" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "f23188a7-eefd-4096-ad15-e740b8dbf1ee", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def pre_treatment_error(state):\n", + " pre_treat_error = (state.query(\"~after_treatment\")[\"cigsale\"] \n", + " - state.query(\"~after_treatment\")[\"synthetic\"]) ** 2\n", + " return pre_treat_error.mean()\n", + "\n", + "plt.figure(figsize=(12,7))\n", + "for state in synthetic_states:\n", + " \n", + " # remove units with mean error above 80.\n", + " if pre_treatment_error(state) < 80:\n", + " plt.plot(state[\"year\"], state[\"cigsale\"] - state[\"synthetic\"], color=\"C5\",alpha=0.4)\n", + "\n", + "plt.plot(cigar.query(\"california\")[\"year\"], cigar.query(\"california\")[\"cigsale\"] - calif_synth,\n", + " label=\"California\");\n", + "\n", + "plt.vlines(x=1988, ymin=-50, ymax=120, linestyle=\":\", lw=2, label=\"Proposition 99\")\n", + "plt.hlines(y=0, xmin=1970, xmax=2000, lw=3)\n", + "plt.ylabel(\"Gap in per-capita cigarette sales (in packs)\")\n", + "plt.title(\"Distribution of Effects\")\n", + "plt.title(\"State - Synthetic Across Time (Large Pre-Treatment Errors Removed)\")\n", + "plt.legend();" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "8f814c67-700e-4cc1-9823-190d527ca5b2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "California Treatment Effect for the Year 2000: -24.83015975607075\n" + ] + }, + { + "data": { + "text/plain": [ + "array([ 5.79715887, 0.89458999, -24.83015976, -7.1662812 ,\n", + " -10.92204855, 37.1164056 , -15.06971721, -0.49805136,\n", + " -18.45795109, 21.13366447, 12.57782745, -1.47547826,\n", + " 10.49627389, -11.67012367, 4.29850832, 8.04811402,\n", + " 14.02322406, 8.25002775, 0.32576355, -8.40826871,\n", + " -2.12402707, -7.42865061, 2.96157551, 24.10478092,\n", + " 4.25211766, -17.75844561, 7.93334017, 2.81640128,\n", + " 12.64955962, -17.47677514, -25.1604094 , -12.26469132,\n", + " 24.69067354, 10.36299584, -8.59880347])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "calif_number = 3\n", + "\n", + "effects = [state.query(\"year==2000\").iloc[0][\"cigsale\"] - state.query(\"year==2000\").iloc[0][\"synthetic\"]\n", + " for state in synthetic_states\n", + " if pre_treatment_error(state) < 80] # filter out noise\n", + "\n", + "calif_effect = cigar.query(\"california & year==2000\").iloc[0][\"cigsale\"] - calif_synth[-1] \n", + "\n", + "print(\"California Treatment Effect for the Year 2000:\", calif_effect)\n", + "np.array(effects)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "3e5ecf1e-24d6-4ced-84f1-b2ef82c90543", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.02857142857142857" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(np.array(effects) < calif_effect)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "b49d58b3-2a35-4f80-9b34-ddaf82d4331b", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "_, bins, _ = plt.hist(effects, bins=20, color=\"C5\", alpha=0.5);\n", + "plt.hist([calif_effect], bins=bins, color=\"C0\", label=\"California\")\n", + "plt.ylabel(\"Frquency\")\n", + "plt.title(\"Distribution of Effects\")\n", + "plt.legend();" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "de2d1d0a-b3ec-4564-9d70-7ce2c3609dc5", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "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": "3.10.13" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}