{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "(hierarchical_partial_pooling)=\n", "# Hierarchical Partial Pooling\n", ":::{post} Jan 28, 2023\n", ":tags: hierarchical model \n", ":category: intermediate\n", ":author: Vladislavs Dovgalecs, Adrian Seybolt, Christian Luhmann\n", ":::" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Suppose you are tasked with estimating baseball batting skills for several players. One such performance metric is batting average. Since players play a different number of games and bat in different positions in the order, each player has a different number of at-bats. However, you want to estimate the skill of all players, including those with a relatively small number of batting opportunities.\n", "\n", "So, suppose a player came to bat only 4 times, and never hit the ball. Are they a bad player?\n", "\n", "As a disclaimer, the author of this notebook assumes little to non-existent knowledge about baseball and its rules. The number of times at bat in his entire life is around \"4\".\n", "\n", "\n", "## Data\n", "\n", "We will use the baseball [data](http://www.swarthmore.edu/NatSci/peverso1/Sports%20Data/JamesSteinData/Efron-Morris%20Baseball/EfronMorrisBB.txt) {cite:p}`efron1975data`.\n", "\n", "\n", "## Approach\n", "\n", "We will use PyMC to estimate the batting average for each player. Having estimated the averages across all players in the datasets, we can use this information to inform an estimate of an additional player, for which there is little data (*i.e.* 4 at-bats).\n", "\n", "In the absence of a Bayesian hierarchical model, there are two approaches for this problem:\n", "\n", "1. independently compute batting average for each player (no pooling)\n", "2. compute an overall average, under the assumption that everyone has the same underlying average (complete pooling)\n", "\n", "Of course, neither approach is realistic. Clearly, all players aren't equally skilled hitters, so the global average is implausible. At the same time, professional baseball players are similar in many ways, so their averages aren't entirely independent either. \n", "\n", "It may be possible to cluster groups of \"similar\" players, and estimate group averages, but using a hierarchical modeling approach is a natural way of sharing information that does not involve identifying *ad hoc* clusters.\n", "\n", "The idea of hierarchical partial pooling is to model the global performance, and use that estimate to parameterize a population of players that accounts for differences among the players' performances. This tradeoff between global and individual performance will be automatically tuned by the model. Also, uncertainty due to different number of at bats for each player (*i.e.* information) will be automatically accounted for, by shrinking those estimates closer to the global mean.\n", "\n", "For far more in-depth discussion please refer to Stan [tutorial](http://mc-stan.org/documentation/case-studies/pool-binary-trials.html) {cite:p}`carpenter2016hierarchical` on the subject. The model and parameter values were taken from that example." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2022-01-09T12:13:28.055166Z", "iopub.status.busy": "2022-01-09T12:13:28.054155Z", "iopub.status.idle": "2022-01-09T12:13:31.399492Z", "shell.execute_reply": "2022-01-09T12:13:31.398489Z" } }, "outputs": [], "source": [ "import arviz.preview as az\n", "import numpy as np\n", "import pandas as pd\n", "import pymc as pm\n", "import pytensor.tensor as pt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2022-01-09T12:13:31.406489Z", "iopub.status.busy": "2022-01-09T12:13:31.405489Z", "iopub.status.idle": "2022-01-09T12:13:31.417488Z", "shell.execute_reply": "2022-01-09T12:13:31.416489Z" } }, "outputs": [], "source": [ "RANDOM_SEED = 8927\n", "rng = np.random.default_rng(RANDOM_SEED)\n", "az.style.use(\"arviz-variat\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can load the dataset using pandas:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2022-01-09T12:13:31.423488Z", "iopub.status.busy": "2022-01-09T12:13:31.423488Z", "iopub.status.idle": "2022-01-09T12:13:31.663747Z", "shell.execute_reply": "2022-01-09T12:13:31.663747Z" } }, "outputs": [], "source": [ "data = pd.read_csv(pm.get_data(\"efron-morris-75-data.tsv\"), sep=\"\\t\")\n", "at_bats, hits = data[[\"At-Bats\", \"Hits\"]].to_numpy().T" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's develop a generative model for these data.\n", "\n", "We will assume that there exists a hidden factor (`phi`) related to the expected performance for all players (not limited to our 18). Since the population mean is an unknown value between 0 and 1, it must be bounded from below and above. Also, we assume that nothing is known about global average. Hence, a natural choice for a prior distribution is the uniform distribution.\n", "\n", "Next, we introduce a hyperparameter `kappa` to account for the variance in the population batting averages, for which we will use a bounded Pareto distribution. This will ensure that the estimated value falls within reasonable bounds. These hyperparameters will be, in turn, used to parameterize a beta distribution, which is ideal for modeling quantities on the unit interval. The beta distribution is typically parameterized via a scale and shape parameter, it may also be parametrized in terms of its mean $\\mu \\in [0,1]$ and sample size (a proxy for variance) $\\nu = \\alpha + \\beta (\\nu > 0)$.\n", "\n", "The final step is to specify a sampling distribution for the data (hit or miss) for every player, using a Binomial distribution. This is where the data are brought to bear on the model." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We could use `pm.Pareto('kappa', m=1.5)`, to define our prior on `kappa`, but the Pareto\n", "distribution has very long tails. Exploring these properly\n", "is difficult for the sampler, so we use an equivalent\n", "but faster parametrization using the exponential distribution.\n", "We use the fact that the log of a Pareto distributed\n", "random variable follows an exponential distribution." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2022-01-09T12:13:31.675751Z", "iopub.status.busy": "2022-01-09T12:13:31.675751Z", "iopub.status.idle": "2022-01-09T12:13:32.615492Z", "shell.execute_reply": "2022-01-09T12:13:32.614492Z" } }, "outputs": [], "source": [ "N = len(hits)\n", "player_names = data[\"FirstName\"] + \" \" + data[\"LastName\"]\n", "coords = {\"player_names\": player_names.tolist()}\n", "\n", "with pm.Model(coords=coords) as baseball_model:\n", " phi = pm.Uniform(\"phi\", lower=0.0, upper=1.0)\n", "\n", " kappa_log = pm.Exponential(\"kappa_log\", lam=1.5)\n", " kappa = pm.Deterministic(\"kappa\", pt.exp(kappa_log))\n", "\n", " theta = pm.Beta(\"theta\", alpha=phi * kappa, beta=(1.0 - phi) * kappa, dims=\"player_names\")\n", " y = pm.Binomial(\"y\", n=at_bats, p=theta, dims=\"player_names\", observed=hits)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Recall our original question was with regard to the true batting average for a player with only 4 at bats and no hits. We can add this as an additional variable in the model" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2022-01-09T12:13:32.628501Z", "iopub.status.busy": "2022-01-09T12:13:32.627493Z", "iopub.status.idle": "2022-01-09T12:13:32.630495Z", "shell.execute_reply": "2022-01-09T12:13:32.630495Z" } }, "outputs": [], "source": [ "with baseball_model:\n", " theta_new = pm.Beta(\"theta_new\", alpha=phi * kappa, beta=(1.0 - phi) * kappa)\n", " y_new = pm.Binomial(\"y_new\", n=4, p=theta_new, observed=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The model can visualized like this" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2022-01-09T12:13:32.634494Z", "iopub.status.busy": "2022-01-09T12:13:32.634494Z", "iopub.status.idle": "2022-01-09T12:13:32.790964Z", "shell.execute_reply": "2022-01-09T12:13:32.789964Z" } }, "outputs": [ { "data": { "image/svg+xml": [ "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "clusterplayer_names (18)\n", "\n", "player_names (18)\n", "\n", "\n", "\n", "kappa_log\n", "\n", "kappa_log\n", "~\n", "Exponential\n", "\n", "\n", "\n", "kappa\n", "\n", "kappa\n", "~\n", "Deterministic\n", "\n", "\n", "\n", "kappa_log->kappa\n", "\n", "\n", "\n", "\n", "\n", "phi\n", "\n", "phi\n", "~\n", "Uniform\n", "\n", "\n", "\n", "theta_new\n", "\n", "theta_new\n", "~\n", "Beta\n", "\n", "\n", "\n", "phi->theta_new\n", "\n", "\n", "\n", "\n", "\n", "theta\n", "\n", "theta\n", "~\n", "Beta\n", "\n", "\n", "\n", "phi->theta\n", "\n", "\n", "\n", "\n", "\n", "y_new\n", "\n", "y_new\n", "~\n", "Binomial\n", "\n", "\n", "\n", "kappa->theta_new\n", "\n", "\n", "\n", "\n", "\n", "kappa->theta\n", "\n", "\n", "\n", "\n", "\n", "theta_new->y_new\n", "\n", "\n", "\n", "\n", "\n", "y\n", "\n", "y\n", "~\n", "Binomial\n", "\n", "\n", "\n", "theta->y\n", "\n", "\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pm.model_to_graphviz(baseball_model)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now fit the model using MCMC:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2022-01-09T12:13:32.795964Z", "iopub.status.busy": "2022-01-09T12:13:32.794964Z", "iopub.status.idle": "2022-01-09T12:14:57.857829Z", "shell.execute_reply": "2022-01-09T12:14:57.856829Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Initializing NUTS using jitter+adapt_diag...\n", "Multiprocess sampling (4 chains in 4 jobs)\n", "NUTS: [phi, kappa_log, theta, theta_new]\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9573b632e2ac422f934bc194f6c832d7", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Sampling 4 chains for 2_000 tune and 2_000 draw iterations (8_000 + 8_000 draws total) took 7 seconds.\n"
     ]
    }
   ],
   "source": [
    "with baseball_model:\n",
    "    idata = pm.sample(2000, tune=2000, chains=4, target_accept=0.95)\n",
    "\n",
    "    # check convergence diagnostics\n",
    "    assert all(az.rhat(idata) < 1.03)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we can plot the posteriors distribution of the parameters. First, the population hyperparameters:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-01-09T12:14:57.865824Z",
     "iopub.status.busy": "2022-01-09T12:14:57.864823Z",
     "iopub.status.idle": "2022-01-09T12:14:58.460822Z",
     "shell.execute_reply": "2022-01-09T12:14:58.462825Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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oTU2MwQinb9TuRK8msPbF5aVINQY/K+2qlQtwVlGW6rp6swW37KqHrHCXm4iIiIiIiChSUvCbEM1bI3ZnrIcQEe16rXDKOqZebO7zuW5xRkoMRkJERFOqMtRVLs8uzvJzSzqRMNxFREREERtzOHHllkP4v1f34+jQuM/fN+Vn4K8XrMXF5XmQpLl7yDXNZMCT71uLH5+8CPlJJpSkJOBjCwtCuq9OknDzxiVYmJ6kuv7NzkE8eqxjJoZLREREREQUsUMDo7hjbwP+VtcJp8zKHCeqnT3D+MPRNhzoN8d6KNMzdw81EM04g25uriC+4S6KpSNDYz7X5SQaYzASIiKaskxT1bIoeW4WVqDwsAkyERERRWTM7sCnXzvoU9EKABJ0Er6xuhyfWFQI3RwOdXnTSxI+WJGPCxbkoGvcBqOf1pKKouChI234UEW+p1JZilGPX526DF94/SDMjuPtGP94tA3r89KxPjd9Vl4DERERERFRID0WG7721hG4JqsMW50yvri8NMajomjb3jOM67ZWAwAeqW7Hw+euwsrstBiPioiizTBHj8lph83C97El6jzAz4SIKLa03/DsEjM/MNxFREREYRt3OPHx/+3HsKC8e2lKIn5xahWWhFCeW1EUOBUFNpcMu8v9X4csQy9JMOgkGHU6JBt0SDToQxpXy6gVvVY7hmwODNscOCkv3W+Z8BvePYYRuwNpJgPSjQZkJRhRnpaEirQklKclIdvPGWiJej0q05OFfwOAV9r68WhNB/5W14mrVpbh/5YUQS9JKE1NxG2nVOG6rdWYOvddBvCTnXV44oI1yDDxjDciIiIiIoqtF5p7PcEuAPj90TaGu05AP9/T4Pm3DOCX+5rw2PlrYjcgIpoRxjlbuUs9bk5Xx5ZLEBgYmLDjhnePQZlsmrkiKxVfWbFg9gdHRDRPzdH8Nk0Tw11EREQUlhG7Az/YVisMdpWkJOD80my82jaAl1r6oJMk6CR31SsJ7v9u7R5Cn9UOq9MFi1MO6QCNXgIS9Dok6fX4+qoyfLAiX3i72/Y04MDAqOfyd9ZW+A13tY5Z0To24fc5i5ITsDE/A5vyM7AhPwNZCcHDV2MOJ+471AIAsMkK7jvUgr39Ztx12jIAwKaCTHx15QI8dKTNc59eqx0/392AX566dE63riQiIiIiormv0WyN9RBoFvRpKnAfGx6P0UiIaCYZBFXnFUXh8ScKiyw4eFs7YkHtiMVz+b3uYYa7iIhmEYPQ8xPDXURERBTUiN2BA/2jWJiejG+/W40WP6GojnEbHqvpjPrzuxTA4pRhccrY0TssDHe1jlox4XSprhsSBNCmBGsX2WWx4fnmXjzf3AsJwOaCTHyoIh9nFmXBpBe3ZHy8phMDEw7VdeeV5Kguf35pCXb1jmBPn9lz3dtdQ3i6oRufXFwUcExEREREREQz6WMLC7ClYwAGSUJekglLM1MgK0rQ309EsaKd2CKi4/SCbbdTUWCM8236q+39qss1DKDGlKhyFxERxRbbMs5PDHcRERGRkNnuxCPH2rGzZwT1ZveZWDmJBgxM+A9MzYZRu0t4/Rudg6jxOmMMAJrMFr9nJIZTmV4BsK1nGNt6hpFuMuCD5Xn4bFUxchJNqtt9bmkxLE4XnmroBgCcVZSFD5Tlqm6jlyTcsnEJPvvaAVX1s/sOtWBdXnpI7SyJiIiIiIhmwob8DOz4+KmxHgZRyOI7okIUW3rBCuJSFASvTR9bXeO2WA+BvLhEpbuIiGZBy6gVbWMTWJebhlQjYy3eJlyy6rKD2+p5QVx2goiIiOa9RL0OzzX1eoJdAGIe7AKAUYd4DLt7R3yue71jEB//3z78qbod/Zq2E99YVY7vr6/E1SvL8NmqYlxQmoPFGckwBUl9me1OPFnXhY++vA/3HWzGoFelrlSjATesq8TvzlqBFVkp+MFJC4XBsrwkE36yYbHqOoes4Ge76uGUZZ/bExEREREREZGvzITYTvQ5ZBkvNPfiv6198666Te3wOL70xiFc/up+vNs1FOvhUKjm12JKUSDKCyRpuhpkJcR7ZJCI5ppt3UP4zGsHcMN7x/C51w5izM+80Hz1Umuf6vLzzb0xGgnNJkYciYiISKjBbEFxSgLqNNWwQqGTgIsW5AFwl4N1KQpkxX124LDNgVGHC3oJnuCTPPl3WVGgQIFB0kGvk6CXJOgkQFEAg05CTqIRq7LTfJ7P5pJxoN/scz3gbhX5h6Nt+FN1O84pzsZliwuxLjcdpxdlCW/vUhQ0mS3Y1WvGrt5h7O0zw+ryDVzZXDKerOvCM409+PzSEnyuqtjTrvGkvAz8+dzVwmDXlJPz03H5kiI8Wdflua52xIJHj3XgyysW+L0fERERERERUbT1W+3ITTIFv2GMFScnoNNyvKpPSUpiDEcDfG9bDd7rHgYAbO8exi2blsR0PLPp9r0NqB5yt8v78c46vPzBDZ7jIhS/5kK2ay6Mca7Z3TuCNzoGIEnuZrYVaUn4+KLCkO7rEnwiy7JScNPJizCVaWVFHSKKttv2NHiqUXVabHi6oRtXLiuN8aiIYovftkRERPOUoih4u2sIOgBnFmf7/P23h1rDCnYZJAmLMpJRlZmMpRkp+HBlARJm6aDemMOJM4qysbtvBCN28RkcLkXBlo4BbOkYwEm56fjS8lKcnJfuE8DSSxIWZ6RgcUYKPr2kCBNOF17vGMQLzb3YKwiQTbhk/OFoG15p68f311fipLwMAAgY7BqxO/DlNw7jwgW5qExLRNPohOdvfz7WgTOLs7E0k+0ZiYiIiIiIaHb8o74L16wuj/UwggrwU3vWdY3bPMEuAHi5rR/fP2khkg362A1qFk0FuwBg3OnCu91DOLckJ4YjolAwODU/bWkfwDNNParrQg53CUp3GXU6LEhNisrYiEhNVhS0jFqRmWCc11Xx+rw6pgDASy19DHfRvMdwFxER0Ty0r8+M3x5uwaHBMRQmm7CpINMniHVaYSZ29fm2OpySk2jE+tx0rMtJw5rcdCxMT4JRF5szNHMSTbh9cxVkRUHN8Dhe7xjAlvYBdIzbhLff22/G3neOYl1uGr65ulxYDWxKokGPi8vzcHF5HlpHrXi8thMvtvTCpTmu0TxqxdVvH8Ul5Xn49toKv2esOWUZN22vQ+vYBP5Y3Y7NBRloGZ3AVG0wl+Juz/jo+atj9n4SERERERHRietjlQU+k/x/qe2cE+EurVgGVXqsvsccLA7XvAh3KYIWlHZR7zaKO/I8ax9Kbjt7/R/jDUa0zHAxIpoZLkXBt9+txvaeESQb9LhzcxU2FWTGelhxgZsdIoa7iIiI5pVeqw1372/Gm52Dnuu6LXY809iDTy8p8lw35nDiybpOn/vrAFy7uhxnFGehNCUxYHWqWNBJEpZnpWJ5Viq+vrIMR4fG8GxTL/7X1g+boLXi/v5RfOmNw7j9lCqcXxr87NKytCTcdPIiXLG0BI8ca8dLLX3QPuqLLX3Y12fGracsEYbG7j3YogrNbe8ZwZKMZFWVtHqzBX+qbsdVK8tCf/FEREREREREIUg2zt3wkc9RiDib6YuzwyQzRvi2M+0Rd+LtuB3NTS7Nur0qOxWf8jqOTETRs617GNt73HMHFqcLv9zfhKcvXB/jUcUH7mUQuedoiYiI6AQnKwqebujG/72yXxXsmvLIsXaMOdztDO0uGd/bVuNT9hYAfrRhET5dVYwFqUlxf4BIkiSszE7DTScvwn8uPhnXrS5HXpLJ53Z5SSacVpgZ1mOXpibixxsW49Hz12BFlm/7xE6LDV998wj+Xtelul5RFBQlJ6gORmeaDLhl42IsyUhW3fYvNR2oGxkHERERERHRbHm+qQen/Gub6v9HB8diPay4c2hgFDt7hrGzZxi7ekcwMGGP9ZDCoovvn/NBqAevxHCqbz5PMs7n1z7XMYM3P1VlJge/kR/a7gUfX1iIM4qypjkiIhJ5VlNZtW1sIkYjib3cRHVLyovL8mI0kvhUmpKguvyFZSUxGgnNJlbuIiIiOsG1j03gxztrcXRIHBRKNuhww7pKJBv0UBQFP9tdjz19Zp/bXbOqDJeU58/0cGdEusmAy6uK8YlFhXihuReP1XSgx+o++P6NVWVIirBlwtLMFDx87mo809iD3x1uxbjT5fmbS1GQmaDe1ZIkCZ+pKkZ5WhJ+tKMWkgTce8ZyLMpIwU82LMaVrx/ynA3nUoA79jbi4XNWQRfnQToiIiIiIopPdSPjsDhcUOCe0C9LS0ROou9JL1P6BSf5NI9asSI7dQZHOffcvrcBjWar5/JtpyzBBaW5MRxReHS+9a/mjES9Dgl69yuQgNj+Xp7HIRlRQGgevx1zCj+n+el9C3LRPjbhOVlXe5JpINq2jHM7IExEc0VxSqLqt4l2rmW+y0k0oX38eIvwvAC/8ejEwbWAiIjoBPavhm78+mAznLL/QzdOl4zNBRnQSRIeOdaOV9sHVH/PMBlw2aJCfH7p3E/+m/Q6fHxRIT5UkY+nG7qxs3cEFy6Y3gF4vSThk4sKcUZhFn6yqw4HB0YBuM8kucjP2SRnFGXhwbNWwuJ0YXmWe5KkKjMFVy4rwZ+q2z23OzI4hn839uDjiwqnNUYiIiIiIpqffr67AceGj5/o85MNiwKetKOdwAV82zHR3K98M5cn5guTE5CXZIIkucNdi9Ijr0YzXaKqYdIcDs6Fx/e1LwojLEKxE8tqdxQ755Xk4LySnIjuq90P0EsSdveO4IWWXkBxbw3KUhPx5RULojBSIiJ/5ss+Vmi03+asDzA/MNxFRER0Ahq02nHdu9WoHbEEvF1ZaiI+trAABkmHtzsH8dCRNtXfkw063H/GcizLOrHO0jbpdbi8qhifXlLkt73kmMOJ2/Y04JpV5ShNTQz6mEUpCfjdWSvx52PteK2tH99ZVxnw9qIz369YWoJX2vpV5ZZ/e7gVZxVnC1tKEhERERERBaIN8QQLJYmCXAx3BTfXAj1zuTr0tp4hVYuwq1a6/N84BubwWzttCTpdrIcQVxRFwYRLhlGngyGOEpXcpFO4lmelIt1kgEtWICtAZoIR17xz1Od2DHcR0UyKn2/SeMV3aD5guIuIiOgE4lIU/OVYO/5Y3a462Kl1akEmPlNVjA156ZAkCY1mC366q051GwnAbadUnXDBLm/+gl2KouAXexvxescgtvcM47vrFuLi8uA93Q06CV9dsQBXLC1Bgj78g5oJeh1+sH6h6gDJuNOFew404/bNVWE/HhERERERzW/a0JEc5PbnluTg1fYBzwknJSkJKE9NmqHRzV1zPRtRH+REsHimLUweb10Z50twZp68zIg5ZBk/2lGHNzsHsSA1EXedugwV6bO/LRUdm4qnoBnNDT/ZsDjWQyCieUiZLztVUcJv9/mB4S4iIqITxJHBUfx0Zx3avPpsa51ZmIUvrSj1tAIEgGGbHV954zAsTvVh/mtWleG0wqwZG288e6m1z9Oe0uKUccvueuzvN+OGdZUhhbYC3aZ+ZBxbu4ZxxdJiYbhsQ34GTi3IxLaeYc91WzoGsLVrCGcUzc/Pg4iIiIiIImNzaeJcQSZJqjJT8PSF62dwRBQP3uwcjPUQIubTgiYmo3ATrU7zpeUd51sDe69r2LOetY1N4JGadtyyccmsjyPFoFdd/s66SqQaOS1IJ7Yt7QN4rKYDeYkmfHd9JQqTE2I9JCKKANsOBsbw2/zEvTgiIqITQNuoFV9647DfQ4hrctJw40kLsTA9WXW9rCj4yptHMOZUtzG4qCwXn60qnqHRxjdZUfBUfbfP9c8196J2ZBx3nLIURSmRHRToGrfhW1ur0TfhQJdlAt9dt9DnjMn9/Wbs7zf73PfXB5qwMT8joopgREREREQ0P9lldbgr1cTDwTOBk02z5xurygC4J/wUADmJppiOZ74SHX/ienDcfYeaVZdfbu2f9XCXDr5hQ35EFKkXmntx38Fm97ZXARL1Okx4Bci1QcJYGbE58OOdtXApQA3GYTwo4Rebl8Z6WEQUgf4Ju+rysM0Zo5HEpyHN+9Fr9V/0gU4c/DVPREQ0x7kUBX+v7xIeWEs26HDrpiU4oyhbeN+f725A62S7jSlFySbceNJCvy0LT3Q6ScLvzl6JXx9owgvNfaq/VQ+N44rXD+L2U6qwIT8jrMcdsTnwrXfdwS4AeLapF8M2J27dtASmycCWrCj45b5GWLVn1wPoGLfhb3WduHJZaYSvjIiIiIiI5pt4qnJ0Imketaouv9LWj/NKcmI0mvnlc0tLYj2EgOZLEQW9BHx+aTGgHA/apbMiVFyRJH4H0HG7ekewo2fYvQxIwKL0ZFxUlhfy/R2yjFHH8ZODl2em4IcnL/JczkowRnG0kXu6sQcurwX/jY65W6mSaL7rtqjDXc829eDKZfG9Hzib2sfV83p/PtaBr60si9FoaLZwb5uIiGgOs7tk3LyrHls6Bnz+ti4nDfeesRxJfs6c2t83ghdb+3yu/+qKBUjUx8fZVrGSbNDjRycvxsb8TNy+p0F1JtqI3Ylrt1bj++srcWllQciPuaffjBbNBECXxQabS/aEu3SS+2yyr7x5GMN23zNRHjnWgQ+U5aGA5cSJiIiIiGZdo9mCPb0jWJWTpmp1H8+07Tp0nNqfEQ7XPEn0xIG3Ogdhtjs9oZWTc9NRkpoYk7GIPnV5nrRlNOh0uLgsD05FgTIZ8DLoWGl8SjxsaSVIPmHDeXoeJ8EdQn6+uddzOc2oDyvcpV2qjXodqjJTojS66Bl3sLJPPBtzODHhlJGbFHrVTUVRMO50IcWgnxcnoy+I0T7NXDBfWl/Hk8dqOvC3uk4UJSfglo1LUJaWFOshzXvc2yYiIpqjxhxOXP9utTDY9eXlpXjo7JV+g13DNgd+tKve5/qPVObj4vL8qI91rrpwQS4eOW+1z48ql6Lg9r2N+M2hFsghnpZ7XkkO7thcBdNkG8ZF6Um4/4zlSNO0RSlLS8KvT1+GRL0Opxaoq4NNuGQ8cLhlGq+IiIiIiIgi0TBiwZWvH8JdB5rxpTcOYU/fSKyHFBKfXysn/pwYheBbayp8rntf6dyoPPb7I634+Z4G3Db5/yNDYzEbizY86b4uBgOJkavfPorPvnYQn9tyEJ/fchDVMfwsIrG1awhfe+swfrSjFgOa1k/TF/uNrU5QuSsexkWxsbtXvd/iXYUrFHNlydHNg/DPXPVe9xA+9NJeXPLSHty+pyGk+zhkGde/ewznP78Ln3r1ADo1lYpORKUp6nmItTlpMRpJ/JlP+1jxoHXUigcPt2LI5sTRoXH8/mhbrIdEYLiLiIhozpAVBY/VdGBfnxkjdgeuefsodveZVbcxSBJ+vmkJvrJigd8zWWRFwc276tFnVR+4WpyRjB+sXzhj45+rFqYn49HzVuOsoiyfvz1R24kfbK+B1RnaAZFzS3Jw3xnLsSIrBb85cwUy/ZQsX5mdhkfOW41fn74cH6lUh+1eaRvAvn6z8H5ERERERDQzfnekFbbJir4uxd3ifi547Lw1eOWDG/C/D27Afy/ZgFMLMmM9JIoDOsHhgmQ/J4fFu1jO8833OUbtYhTqyW/xYMTmwPe21WB//yhebR/AvQebYz2kqBMdF5wrsZcKVgaJuumsnfcdbMbdB5qiNpaZNFeW8fnorv1NsEweQ3+uuRd1I+NB7/Pf1n5s6xkG4G6J/VR990wOMSbGHE681NLnOXFEu66K9tnmq7mzl3Fi+NOxdtXl19p9i0zQ7GNbRiIiojlgxObAT3fVY1vPMHISDMhMMKHBbFHdJtmgwy9PXYaN+Rl+HsXtnw3dnh9FUzbmZeDeM5bNi9LGkUg1GnDnqUvxuyOt+EtNp+pvb3UO4WtvHcHdpy1DXgglpU/Ky8Cfz10d9L1emJ4MALhqZRm2tA+ozqi7e38THjt/DfT8vIiIiIiIZsU7XUOqy50WW4xGEh5tpeBg/lrbifsPHa8WnGzQ4Y7NS7F5lkJhNpeMZxp7ICuK+/8APrGwECnG+A4enS44GSieVWX4ttKaK+0EJe3UfZwFiuT4Gs6M0k44z6WX/lRDN1xey84rbQO4dVP0Hj8eDtdIACY0JyP+Yl8jzivJRoafkw3jRXFKguryB8vDaR9IIlWZyeiKcN/l2aYeODQbN1HlwrgQB+vebBqyOfDw0TbP9ldRgBvWVcSkTa5DlvFEbSe6xm34+KJCLNW07ewYVy9/L7X04bo1gVt73qap8PW3+i58a21FVMYbDxyyjCu2HEL7ZEWy76yr9Nmvmc/zNVUZyagdOT4H9rUVC2I4mvizNDMFNcPHQ5I/OnlRVB/fOZ92aucQhruIiIjiXKPZgu+8d8zzA2jA5sSAzam6TVaCEfeevgzLslKDPtZvD6nb+uUkGnHLpsUx+dE3l+gkCdesKkdZahLu2NuoOghYMzyOr7x5GPefsTykvuOBfpS5FAUTTtkzeZGVYMRXVyzA3QeaPbepG7Hg2cYefHxRYeQviIiIiIiITngdYxMYd7qgwD0Rm5+UgOxE/5P6bWPqdjcWp4x9feZZC3fZXbJPBZ0PlOXGXbirNCXRMxEHADlxHpTQWp+Xjk8vLsLf6rs818XrPL3WwowkGPXuiJcECelhBhijSfSWKXMq4jQ92mMbc2UZAtyBiBPJvxp8q9noJMAp+FAmXDICnxYaWMfYBJ5q6EZ2ohGfXlwEkz76xxO1w57H2YaouaQ8H41m6+S2E6icPKk0FC7Buh2vq7tPAPgEN+5w4enGHtV1160tj8nk/4OHW/FknXu/4uXWPrx4yYawTzKYb/7X2q/an7xrfxO+rQmvza8lWk27n8HvAjVtyD7ab8/1aypwcdnxcHWSgfOH8YBbVSIiojj2XvcQfrSjDuMB2v7lJZnw4JkrgoaKBifsuHlXPWyaxP0tG5cgJzF4xSly+1BFPoqSE3Dj9hqYvappOWUZxmkG5Jyyglt316NtfAK/OWOFZwLjYwsL8WxTDxrMVs9t7znYjPNLspHJz46IiIiIiPy4Y28jdk22eQHcB+k/taTI7+1FbdVcs5jYEE3azImTxufgZNPlVUW4uDwPkgToICHNFF8BOhGbS8aB/lFI0vEJ/Iq00AMKUTcXls0ZpD0CMleqvwEzv12bzU2CzSXjl/t9W+ZJkFCWmoRGr2NJwPS2qXaXjC++cQjDdvdJp53jE7jxpOhWCgF8V635FtiZCWcXZ+Ps4uyI7ivaNxh3uvCLvY1QoEBRgPxkE768PPZVdeZbCzvh643Rpngq2AUANlnBP+q78OUAlZay51gwfibs6TP7XKdd3XTc/nnwu0BtpoPQuUkm5IbQqYZmF8NdREREceqp+i7cc6AZcoDb5CeZ8OBZK7AgNXCwa8TmwCdf2Y8xhzok9unFRUHbOJKvDfkZePjc1fj2u9VoH7chzajHfWesQJGmbHw4nLKMH++sw+sdgwCAb79XjXtPX44kgx4GnYRvr63ENe8c9dzeISv4/vZa/P6cVdN+PUREREREFJgOCPjbLF5pD/IHm+8ThTNmM9wlaj0vmlSOvXgcU3jykxKQnxT5b9hYUBQFPVa76rpYLh+iKl1xubjOAKvT5fNZ9E/MnWpYcyI0GqIms0V4vSQBP924GG8+t1N1/XSqy23pGPAEuwDg2abeGQp3adqSRf0ZKBwuwQrTbLaiSRMcjIdwV4aJgaF42bxpq8GmG/WqE6VX5aSF/ZhZCXMn1tA5PoEnajvhUhTIijuIp91eOmTfXxc+278AG8Ajg6MYmHBgc0HmjFRRjLW4bf8aJ06kILSiKPhnQzde7xjAiqxUfG1lGRJOwGU6GubOVpCIiGieUBQFvz/ahkeOdfj8bXlmMirTU/BSax8Kkkx48KyVKE1NDPh4TlnBtVurfYJdlWlJuHpVWVTHPp+UpyXhj+esxo07avD1lWVYlDG9s4V/ua/JE+wCgP39o/jOe8dw9+nLkKjX4+S8dGSaDKqDaPsHRvHf1l58oCx/Ws9NRERERESBGXWSTxXkuUB7iD/YJMkHyvJQPTiO+smwQEGSCUszU2ZodL50wnDXrD19yHwnU+aWLe0DeLtzEHZZhl6SsCk/A2eXZMf9pLhoUYi3Fj1zqXrVdIhCnw7X3InAzmZodab5eyU6uL+7vrCsBIB7OyVJElKNkU8Ldo3bIr5vOE6gj2fOUxRFGG6P14/o/xYX4pOLCqGXfFu6xbPfHGrBvxq6IUkSdBJwcVkeblhXGfR+KQY9PlZZoPouFAXlY0G7jGiXo0hiG4Y4eW2heKtzCP/StMz0Dnft7zfjzc5B7d1wZHBMdXln74jPbQDgn/VduOtAMwBgZXYq/nTOqjm1zEfiBH9589qePjPunlye9/WPIi8pAZ8OUG16PmO4i4iIKI64FAW/2teEfzf1+PztfaU5+NGGRUjQ6bAwPQnnluQEDXYBwD0HmnBseFx1nQTglk1LmH6fpuxEIx46a2VUfjhdvqQYb3cNYch2/EzX3X1m/GBbLX556lKY9Dp8fVUZbt/bqLrfw0fbGe4iIiIiIpphep0OkF3BbxhnbIKKAIGcnJeBv75v7QyNJjhR4MIe5muIhbk21/RUQxf29496Lr/aPoAUowHnl+bEcFTBxVuYQDSe+RJKme7rfLNjALt6R7AxPwPnlMz+cjfTFd/iYZsgSRKMOh2uWhm9EzuNMep5xwn92HHNsW2abjIcNdfYXTKsXgHZUPd9Uk0GXLe2HDpIntcuCsrHA+12N6JxxulrE+kcnwj493sONMMhOINhIsSg9FSwC3AHwrb3DOPUwqywxhgtsqJgZ88I9DoJG/LSoxYym2ObH5qGX+xTz3nde7CZ4S4/OKNLREQUJ5yyjB/vqBMGu76yohS3blqCRL0ekiThc0tLQgp2AUCDoDz755cWz+rZ1yeyQD9WFEXBvj5zSI9TkZ6EB85cjnSTOnu/rWcYN+2ohVOWcWllAdZqSla3j9uwrXso/IETEREREVHIYjWhPV0to+qJpSVx/jtw1KtS8ZRxR/yF6rTjtM6hikWAuBraXFjERXmcWLagmS9BLhFhsC3E+27vHsb3t9fi6cYefH97LbZ3D0dxZKGJx4qAU1yKgpt21OKmHbX44Xb3//s0LTC9+VsOZ2KdNup8pxRnIii3v199LO3Zpt6oPweFxt/nq90vmksVleKRT/ApxO+2mqFxnP3sTpz57A6c/u/tOOfZHTMxvKjQbndD2UaVaeY/8hLjvMKooqBmeBwdYxNBK0RqT8YHgLwkE7ITInuNe/tDm4OYCbfsrsd171bjG+8cxV37m6L2uHUj6nmtOsF7Np+1jKpb496yux7Xv1uNV9r6YzSiyGVFuNzPR6zcRUREFAecsoIf76xTteUD3Cns75+0EB+pLIjocd/uHMQ+r7NxAWBxejK+FsWz9si/h6vb8XB1O65auQBfWFYa9PaLM1LwmzOW45p3jqraaL7dNYSf7KzHzzYtwd2nLcMHX9qjOovn/kMt2JifCcNcOBpPRERERDQHhRrumnC63AfUJXfkRALw/gW5MMWsarJ6Ymku/mKY6Qo7kTBrAmf/ae7F+xfkxmg04Ts4MOpzXbxW+vCmCOJDsfwZPJ2A01wn+ixCfe1vadpQbe0ewubCzOkPKgwVaaGdMBmp6VQtURTgtfYB1XVfW7nA/+39vPMzEXw06X0f0y7LSNTro/o89nhO381RT9Z24o/VbbA6ZWzMz8AnFxXirOLsoPfzF1BZkJKIG092t5hTFAX5SQlRHe+JbmvXEG7ZXQ+7S8YN6yp92z2HuPpqWwHH03e5dtukbQ0eylgvrSzAbw61eC5rT4qONzftqMOWjgHoJeCUgkyfvyuKEvRE8UvK8/Bc8/FAa6oxutvXaOscn8DLrcfDRE839uC6NRUz8tvnpdY+XLumIuqPG28mnC7cc7AZ+/tHcVphJr6+qkwYrhZVeXuvexirstN8ro9E17gNu/uOtwVNMepx3gxVW92Yn6H6fXJeSfDvp/kqvreCRERE84BTVnDzLt9glwTgxpMX4sMVkQW7BiccuH1vg+q6BJ2EX566FPo4+qF3ovpLTQcerm4HADx0pA0TThlXrVwQ9ADfsqxU3HfGcnzznaOwOI/voG/pGIBpj4SfbFiM76yrxM/3HP9sG81WPN/ci48tjGxZISIiIiKiwEI9kWLU4cJtmlbqZxVnxyzcpZ2TnYs/BedWTay5a9jmiPUQIlI9NIaC5PgJFcRjGHHWhPja4+EdmhD0mgs26R6OH560UBViC7X6PhC97fRsVe6yuxQkRjl7kBCzQPTc8eDhVs92W5KAjy8sRFWA6pyP1XR4jjPu7B1By6h1WuEuk16HNTnRCRDMN4qi4O79TTBPVgG950ATylOTVLc5IAhhi2hzkKFuw5yyjEePdaB2ZBwXLsibkbbM+/tH8eDhVlyxtAQd4xNwyuGHu1KNehR5fcfnJJqiPs5oqR8Zx5YOdzDXpQD7+sz4XFUxHLIChyxjQWpS0M9HVoDytCTcdsoSSJAgSYAxxM+0JGVmQ8v+1AiqaTlkBaYZyKRFO0gcr/7T0uepWNk8asXK7FRcUBr6SSTR2hd94HCLT9h8x8dPjcpja32uqhifXFQIRXEHQ0X7G+TGcBcREVGMPXKsHa9qdpIA98GuR491YE12OirSk3zvGICiKLh9bwOGbOpWEd9ZvxAlYRxQosgcGxrDbw+3qq57tKYDNpeM69aUB/0htyo7DfecvhzXba1WnYHx39Z+pBoN+NaacjxV34Var9LEfzjahvcvyEGqkbt3RERERETRZpBCO8AsqqASyzyVNhg1B7NdPpUeaGbs7B3BpRFWDZ8pzWYrbt5dhz6rHZ+tKsEl5Xk+t2kateKc2R+aX/NmaRW80FCDmNrtZCy2Sz0Wm891LgUwRGkwa3PTsTY3PToPhsC5OX9/kgD8s74LfRMOdyVJCTivJCdgACiYdMExp8QZCGJdu7oc17xz1HM5K4HHurQeq+lQXS5JSQz42Q5r2gn3BGj1OWV37wi+u61G+Ld5s62bARMuGZ1e2yCLU0a1JiBTr2lH5482xCEorif0t7ou/HHypOS3OofweOqaaW0bRHqtdjxW04GXWvrQN+G7vO3vN2NpkOf8SGVBxB1NZtuoXV3V1ajX4Rury8N6DAUKMhOMIQV5MkwGjHit19qA4GyxaapHlacmIiVK1cY+WlmAfzf1eC6fUZQVlceNd7/StLa8aUddWOEu71Cu1enCiN2J/CRT2JX9ZnP/LMmgR5JhfoT3pot7RERERDF22eJCbO0aEvZZ7xi34ctvHsITF6xFYRhnor7Q3It3uoZU151VlIUPCQ6EUvQty0rFd9ZW4K4Dzarr/1bfBZtLxnfXVwbdmV6Xm467T1uGb79bDZvXmU3/bOhGhsmA69ZUqA50DdkceLymE19buSCuSnATEREREZ0IQq3cJZqAj+Xu+ZMXrIWsuKMUsqLEdcUDQDxZPBe6c82BIc5JDx5pQfWQ+1jJvQebcXJe9MIy0TDbwUO7S8aOnmHkJpmwPCt1Vp9bazqvPB4qCoqe0x2SiP3xFB2ALywrAYDJUJaEjADhJn+LoSRJeL65V3ViYHlaUtgBjpZRK1pHrViXmw6jJjmSn2SakcqUSzKSce/py9ytJaXQWyPHq4EJO1rHJrAqO3XGqpGEGgYKx137m2Bxunyuv2xRIZZEOQgULfv7zfjRjtrJ/R4gO9GIx85bE/J+3GyI5jZveVYqnrlwPWQoYe0vPaA5Kfneg8148KyV0RuYF1GwCwDaxyZm5PliRRtcjmRND+cz9NkHidEi3qUJSxelRK+aqna1ndfVUQVSDHqMC7bRU8tR3cg4rt9ajb4JB07KS8c9py+bN9XPTmQMdxEREcVYhsmIB85cgeu2VqNmeAxJBj1GHcd3yt5XmouCpNAOwL/RMYAskxG/1oSKshKMuPGkRVErL0/BfXJxERL0Oty+t1H10+6Zph7YZBk3nbwoaHvMDfkZuPPUpfjOezVwev14ebi6Hd9eW4EzCrOwtft4iO/J2g5s6xnGF5aV4NwZ6n9ORERERDQfhTqxbNBJWJmVCmVyikdREHS/fyblhfhbcsofjrbhH/VdGJv8TVqVkYwrl5XOSLseEc7ZzI5Mk8Gniks8vvdvdapPWnuitjNGIxETVaqaqYlHWVFw1VtHcGRoDADw/fWV+NjCwhl5rlCIXmWoL/30wixkJxonW+8gJq3dRFtlf+3nZpvVJeORYx3uYBfcQZAPV+SH/Tg6yTcocPOueqzOTgu5TeSOnmF8571jsMsKCpNNuGalugrNTH27ZSQYcWrhiVGh5dDAKK7dehQWp4wFqYl49LzVc6LqvqIoaBq1Cv/25eWlyEgwzvKIQnNoYBR9E8fbDA/aHLDLMgy6OAo0RHFT45QVPNPU4wn6KAC+umJB2BVwWvx81jPpRAvq+LbIDP8xwgmNa28ZqyZ2vRZ1eC+cAgXhOsEWmWn7yooFuPdgs8/1U+vWo8c6PNvDvX1mbGkfwCXl4e9PUHyJ/z0IIiKieSDNZMD9Zy5H3YgFJSkJ+MH2WhwZHMOpBZm4YV1lSKGs/f1m3LSjDhKgCgIBwI9OXoTsxPj80X0i+3BlARL0Otyyux4ur4/kxZY+AAgp4HVqYRZu2bQYP9pRp/rR9usDzfjGqjJs6xnyPLZdcfe5v31PA1ZkpaJgBn9MERERERHNJ6FWfMhJNOHP562e4dGEbmDCjnGHyxM0y0gwICvAhGz10Jgn2AUAtSMWvNLWP3vhLsGM54k2+RcPCpMTfMNdc6D+mLb1DzCzhSpGbA584pX9UBR3RRQFwNMXrvNUwBNNws7Uu7ijZ9gT7AKAO/c1xTbcJXihob72s0uycXZJdlTHEy7RsZhIwl2d4xOoH7F4KqhnmAxYPc2wmuwV0lCm/hGA/7aM4rXDLofaQBO4Y28j7JOJhW6LHdt6hpCXaPSMLdD3Cbk93dgNi9P9nreNTeD3R9pww7rKqD9PuIGKyrTALdwCLSVzrWNAvO1HRHM0Ey6XT/D5iqUlAcNdZs33PxCbKqmZJ/j2w982OBCzw7cKkz++YbLYrJcORb21SIpiZSjttia+1uTY8/eJt465w5qvtQ+orn/oSBvDXScAhruIiIjiRKrRgPW57hYDD521Eo/WdODyJUUhTSL0WGz4wfZa4YGoj1Tmz5t+5PHowrI8GPU6/HhHnSp092JLHyS4A17BDopcUJoLs92FO/c1qq7/3ZFWnJKfifd6hlXXmx0u/HxPA+4/YzmrtRERERERRYEhwv3qqfBHrPbLf7W/CW90DHouf2V5Kb68YoHf24vmP2NdzSb0GELsxNm8cVDa4f5kwyJcXJYXk7GEQxxAm7l1a8Il+0yCt49NeMJdomVzppaFXb0jM/PAERJ9FqcWZM7+QCIkOg4TybZue88w7tzX5Lm8NicNfzhn1bTGJhLJUi4BOK0oE/Vmdbu+UF7ma+396LPafdpt7esfxX8u2RDBaEKjKApeaO7Fc829qExPwrfWVMxKlSuL04Wn6rsBKPjkoiKkGKMXTni5tV91+amG7qiEuz6xsAAd4zboJHeI5JSCjIC3z08yodd6vMLOt9ZU+Nymx2KDzSWjLC0pYAUhvU5Co9mC55t6J4N+CjJMRnxpeWmkLydqROt2vLV3juZwXpo8gTicx9/m1QViJp1fko2LyvLweG0nZEVBk9mqaiEXbN12yDIufGE3JGmyKpUk4ZFzV4dceXC2aUOEkez65yUasaNnGHv6zJ7KjYszknFBaa7PbbWfc6xmAGay1bL2oWRFwbDNgRdb+pCbaMT7F+TOubmP+pFx3HewBS5FwTdXl0+rzba/l/5u17Dweme8bQy9vNkxgMdqOuBS3PsCizNS8NONi2M9rLjEcBcREdEsGnM4QzooYdLr8NUAB9y1fnOoBUM2h8/1pSkJuE7wY51m13klOTCdqsMPttfA4bUT/Z+WPuglCT84aWHQgNfHFhbAbHfgd0faPNe5FGB33wgSdBJsmp3z5lEreq12Vu8iIiIiIooCo8632YlLUXyqv4zanXjfC7tUEy7Pf+CkmO2X6xDeGe+i6haxDneF06KGQqN9T3WSNCcmx2Z7Tkr0O917CLO5aIq2QfEmKyG06aaXWvrwTtegp6Lghrx0fHJx0cwOTuPY0LjPdYLCcEH5a8M17nBhxH78OJ1Jp0NuiG1yw12u/G0jdRJwzapy/KVGXdUnlCp9/2zoxv7+0fAGEgWNZitu2+s+sfHw4BgyTEZ8c3V5kHtN3/feq8GuPneAckfPCH539soZf87p+u76hWHdXnvusKxZDp5v7sUv9jbCpSj4WGUBblhXIXycouQE6CUJV791xKcCZDyEu0TfZHFXuStKwxl3uPDA4Vaf64O93oUZyb5jis6QNCScVZyNs4rdlRqv23oU23uOB5WDjVNWoAqDAfFdZdRnZIqC+w82Q1bc+9IuRcHVK8uQZvL/XVmQnIB9/WY8VtPhue6soixhuEv7jLHajZvJT0S7H+ZSFFzx+kF0T7aCbBq14qqVZTM4gui7aUcdmifboN64vRb/vmi9zz742cVZqtbkVy4tET6Wvz1Df5+JM4zKndFUNzKO2/Y0YMTmxFdWLMDF5b4nlBwZHMNRr32zbqvd5zbkxnAXERHRLBlzOPGlNw7j5Lx0XL+2IqoH5q5bU46tXUOweh2JkgDcvHEJkgOUYabZc0ZRFu7cvBTf1wS8nmvuhU6S8L31lUEDXlcsLcGI3Ykn67o819llBSZBdbevr1zAYBcRERERUZSIKio7ZBl6TesRSYqvliHanxjBJtI+urAAFqcLhwbd7d9yE41YlT29FmPhEA0vkrY2sy2eJxtFtKN9sbkPmwsyw26xtqdvBHXDFpxVnIXilJmvpDHbE/SiJc97CLPZRjTU1rBzQd3IOF73qigYzSpJoRq2+54gGclnp73HVKD2y28eQqPZqvrbjo+fGtJjJhv1+OsFazzhNwDITvS/bvqbqp2aLJY04wzlVYYSpJQVBXZZhkHSRW35fOBwi+ryE7WdKEtNxKKM5Bn7LhqYsHuCXQCwt9+MHostasfUkg06T1vG2aAoCobtTiQZdEj02kfRfpdqP+Pb9jR4/v1MUw8+U1UMo05SHcN87LzVWDZZZWY0jPZxs0l0aDXeitVEa59hWHCi93kl2UjQB55zMEq+f1eUmV9Gtce9g21zRe/Tq20D+GIchAhFxjTrxIDNib96HcMHgM8vLQkY7pIA1A2rqy2+3TWEO/c24nvrK1UhIO12ZW+feUb32e0uGf9p6YWsAB+qyPcsZxOacTxZ14UvL18Qle/255p6VJcPDIx6gl0A8MixjjkV7uqx2DzBLgDostjQYLZgcUaK6nYmzbyh3ykjP3/wt245YxR0vedAM6ong1u37WnAGUVZSNesB88296oui9rHkhvDXURERLNAVhTcvKsezaNWNI9a0WC24NaNS3B0aAxnF2dP+wzZR491qIJdAHDlshKszpm9g/AU3OlFWfjF5qX4/rYa1c70v5t6oJOA766rDLgsSJKEa1eXY8TuxIteZbftsgId1Af0Hq7uwAULcufE2b1ERERERPFOW6ELmGxtEcK8RSznFLVVt4KN5dySHJxbkjNzAwpCNL51efH/u7YiLSnWQwiLdm5nV98Iui22sMJdW9oH8MMdtQCA3x9txT/evw75STN7glE8TNB7TzaLxhONIf50Zx2ODI25WzIB+NKKBTAKwjOKosSs4ppwfjDEoWgn+GMx1yh6ykiqFPpUzYrCx6GXJJ+J3sCDEF8tef033IpzBwf8V+367GsH0Dxq9YR+fnnqUpw9WZlnugYmfMMqt+9txIcq8mYstDAuCCmN2J1z8oRJp6zgph21eLNzEHmJRvzqtGWell/aTUiwqpi7ekd8Fmfve8Rr3FQUCD9RK3eJQpU3nbwoaNcQUZXFmXiLtOEs7b60K9hzCv7+fHNv3Ia7RF1VtIIti/6+059p6sGllfmecKWIaFsWTT/cUYt3utzVpN7pGsR9Z6wAAEy4fJ/X6nRFJdylne/q1rQKnmtE+xkOwc6k9hqnLMPukmHUqSvt+tsO+1vKPlJZENpAo2xPn9nzb6ei4MWWXnx6SbHqNpzBCh3fKyIiolnwh6Ntnp1fANjfP4qr3j6C72+vxc2762FxRr7zvbVrCE83qs9iWJaZgi/H6Q+d+e6MoizcvrnK5wftvxt7PGcwBCJJEn540iKcXZylul57flX7+ASebugBERERERFNnyhYIToYL5pUjOWc4pte1XEAhDwBXz00hq1dQ3DMcvsOUZWGeKzcdUah+vdY/hwLAYje52CVpL31Wm346c46z2WLU8bDR9ujMrZARJNiM5ltEq263qv9TLUM7bba0DY2gdaxCbSMTWDM7hQHTGO4cRFnu0L7MHwDI7P/OkSfXSThro5x9UTzXq8JzOm4fU8Dbt1dj59N/j/QhLa/929qnY7mOqJAgVNWVN9/9kj6WYbphea+4DeK0MznI2fvO2xHzzDe7HR/7/dNOPA7r5Z9PpW7Qng8bdDkytcP4RP/24ePv7wP+jitJij6PGPdXlorWqMRfW9/6pX9Qe+XIQpyz8CK4FPZMMxqsqJldMjmiNuKPqGsEs4gKXUJwNIscbj3H/XdEYwqOkZsDtXc1vaeEfQE/F6aGXG2Ks+ax2u7cOazO3zWiV/tbwp4v2WZ6mVpsaAlaywIf0PH51dKXGLlLiIiohn2XvcQHjnWobouxaDzHAB6ubUf1YNjuH1zVXhn5sFdOvzW3fWq6xL0OtyycQkMrNgUt84uzsbtpyzBD3fUwaUo0EvALRuXYEW2/7NvvBl0Em7dVIXr361Wnfmg9efqNlxcnosMU3itNYiIiIiISE1UHUE0oS0rCr6wrAQS3JNukgTkBGinNdP0kqQKgIRy3PyZxh7cua8RALAyKxUPn7sqrODPdIjbMh5XMzyOwwOjWJ+XjoXpsZug0L4dc22yqUHTLg4A9vWZYXPJWBOkArhLUfCVNw/DoXnRb3QO4ocnL4rqOLWCLR9Rf74g05OiiedoLAv7+9VVkw4OjGKl4HjB4cExrM9ND+kxh2wONJktWJGVikTD9KtpJOp1+FBFnuf1KgBMIYY92scnVJdFwbWZVpWZgr7uYdV1kQRAjg6NCa+f7iv6T0uvqqrNpxYXoTDMEOnxyl3q2l3TXURNmpZv9iiGgGMxtzsXKj2F6tEa9fHnHb0jqBkex9LMFPRZ1UGMmqHxoIFv0ZHltjH3+lucnIAbT1roWZ5KZ6E1byhEY463TzNagVbRiQeRhn5n4j3qtdrxbGMPhuwOFKckos9qV/09aFtGwZ8nXDL+2dCNL8XhSe2hBJyDVbOSJOB9pTn4U7VvYD7Y+7UgVb0OKoqCl1r78HJrP5ZmpuCrKxb4bL9DJWrDOmRzoCA54YTahsYLf+9fuJ+e9nFm6/dcZOJ5bPGF4S4iIqIZ1Gu14ZZd6vCVeydMvbPSabEJE+siU2X3ZUXBz3bXY1hztsr1aypQkT63WkLMR+eU5ODnpwA376zDTzcuwfml4bU+SdDr8MtTl+Kat4/i2LC44pfZ4cKfqztw/dqKKIyYiIiIiGj+EoW7RGffD0w4fE7uuXJp7CagfKsmBD9wPhXsAoAjkxW8zopSyy0AmHC6cOueBrzbNYS1uWn42cYl4ioSk6aGfKDfjK+/fRRORUGCTsKfzluNJWGeIDVTYlF5KFSvtfdjZ88INuZn4H0Lcv3e7p6DzQCAK5aW4Ouryvze7r2uIXRb7D7Xz0b1HnmW32fR3Jr3RJno793WCXS0TWBDfkZYbS4DqR4aw7VrynH3gWbV9fcfbMYj563xez9FUXDNO0dRP2LByOSxo4fPWYXVQQJ83upHxvFkXRf6rXb0TdiRZNDjz+euRprJgG+uLofD5V76ZUUJqRIQ4Bvmyk8yhTyeaKlMS8K7mnBXJCfG+dui/ubMFZ5qWxKkCNpTaZsp+ufvVk2jVjxR2+nehnrdaDqT7k5ZQY3mGJQtaG+1+Cb6DGf6FR0ZHEWT2YpTCzORkxjZ8v/7I60Yc7ggSe5l7GMLxe22vvrmYbz8wQ2wafZZnmvuwVdXLvD7+PlJpoCVVEx6HTYVZEYydB97+0bQbbFDJ7mrhS1KTwr7BOgporZ2cRc0EQwnN9GIfq+2pOmm4NP3mQlG3H5KladFMhDZdsw9pui/R0cGx3BkUByABcRtWL3527f6w9G2uAx3ifLNHyrPg06S4JAVnFuSHXR9Pzo45ndffXNhpupyRVoSmkePh/WTNMHt6qFx/Gx3AwBgZ+8IUo0GXLmsJIRX4kv02mKxViXodXBOowNOPBKtequy02C2O7Hb66R+Cf7bdvqj/akajXCXrCh4obkX3RYbPlxRgKKU8KsXi5adOC0GGZcY7iIiIpohLkXBT3f6hq+KUhJ8yrZfu7ocywP0TJ+iKAp+tLMOi9KTkaTXYXvPiOrvZxVl4SOV+dMfPM2K80pysOaiNORGeCAz1WjAvWcsx9fePIyWsQnhbZ5u6MZHKvOxvWcYLgX4bFWx8HZEREREROSfTnRWuuDQtLCtYAwPVkejbdx73cNRDXe93jGI19oHALjbujzb3IsrlgafbPrFvkZPRQqbrOD+gy34zZkrojaucPi0lYuzeeMp73UP4aYd7vaJzzX3Itmgx+lFWQHv84/6Lnxt5QK/1ZT8tYebjXBXtMJS0+H9KkWBgZ/urIddVpBs0ONv71sbdrUlf4yC6uxHh8Qnek2RJAmd4zZPsAsABoNMpmuN2l14seV4S7xkw/FxfG9bjarK2HfXVeITiwqDPqb2bXujYxD/auzB5oJM3HjSQp8J6pkgmuAMJUyh5W/7npNoiji0IxJoExNo+/ObQy0+13WO20I6BikiOjF1NoIziRFWmwlFLL6jv/TGYShwb9P+/r61yIxg2/ZnTZC8MFm8vE24ZLza1u9zfb9mW5Bq1GPMqzpPqlE/a22R/9nQjde92kh/eXlp5OEuwXUhnk89a0TDKU9NUn0m60IM4WrXP30IH9nAhG9AOxZvUbBqifG6b+WPKHjz9VXlyA6jgq9dVvy+8DSj+jsqWIvjuw6oW/b97khrxOEukUCfTyQfnawosLtkyJP/VhTgyqUlqoqE2QlGjJ9g4S6RD5TlwaSTVOEuBZjsABP6dlm7joWyfQjmD0fbPCcyPd3Ygxc+cFJUKsIy2xU6hruIiIhmyJ+r27G3X90yrzItCU2j6vYH5xRn45MhHPwCgMdqOvBa+wBew4DPDk9uohE3nbwo7AQ/xVakwa4pWQlG3HfGCnzpzUPCM56cky0zRh0uGHUSTivMjGn7EiIiIiKiuUj0M0s0qSGazIjlL7S/v38dFMU94aMAKImgbZItyqGdW3arq1s/eLjVE+4qSE7AX85fA0U5PkU1NYnRqGkluLNXfbLTbNIGQ8KZxPrqm4fRabHBJStwKQpu2bgYpxYGDlxFaqpiw5Rf7W8KGu6acMlwygr0fmaA/B1zmIlo18qsVBzxantXkTa7VcqFn6t3BSTBn+2TKQKL04Vf7G3EvWcsj8pYTBHOyGnbdoVb/Sw3ST0pbXHKGHe4kGLU+4ReQw2TascwdZzsf2392JCXjg9XiisQRZVwm67EzTG1Ty8p8oQ2JABZCdGbyvvhjlr8M2MdyiJYn6oyk7GrV32sczbyFzP5HKLKnJF8V4Zj6vUM2Rz4a10nrllVPu3HPDgw6vdv/o49vtU5CB2ArESjT7uvCZc8ayEKbfhqOquhaB2+a38TfrxhUVQDl9MhCputyE7Fnn51kCMUpxZm4q8XrIGsuAMxobTdaxK0Zo5Hkaz3hwZGsaNnGOty07EhP0P9eIqCF1r6sLt3BJvyM3BJeV5Ut/miR4qk3a+/FUB7bbAW4c1R/JxFQc+pPfVUk2+wJ5KXfXRoDF9647DncpJeh08tKRI+54nu0MAo7tJUawWAEZtTFRZcl5vm08rb20y0ZfSuUG22O/FsU6/P5xQJ0br4cHUbLl9SjORZCP3PJQx3ERERzYB9fWaf3ug5iQa0aaorFSab8KMQA1lbu4bw0JE2z2XtruxPNiyO6Ewvil/7+s0w2504O8hZ8kUpCbj39OX42luHYXHKSDboYfE6ADM6eeadQ1bw8z0N+OM5q8I6y4OIiIiIaL4TTWqIJmyMOnc7IQWYDFXFNtxVHmDy/rmmHjxV342S1AR8b91C5CaZcN9kaz5vzaOWGRyhWoJeh16LDaMOl7vNm6Ig3WhASWoishIMGLIdr0CUl2hE7fA4FqQmzkqln0DCmWw6oJmAF7U4jJYhm/oEoC4/Vbe0AoV0ZnN51v5sjWiSdBqEbRm9PutgYaZtPcNRG0uiXo/PVhXjidrOkO/zTGMPWjXHocKtYJMnCIX0We1IMSb5TiyH+JhnFmWhMCkBCoC/13ep/nbb3sZZCXeJtunf316DOzYvDet4yUysDwMTdvyroXvy/XWP9IooVlsBgIeOtOH2zVVh329owul75WyslyE+h1NWcO3Wo9BBgiS52zz98KRFKAhQQU/00FOfa+3wOB441AK9TsK1q8tRGcbJkkM2B97tGsKHyvPwj4Zuv7d7s2MwKuEuAChPSxSGvPyt99/bVgMAOLUg0+fYtCVIsCsalUE9j6XZekznmKXontt6hnHvwWbcuin8ZX4miPYZIsnv3nugGVs6BtBrde9HJBt0+PSSYnx6sQlpASoRij65eIzMhBvkqR4aw9feOoypTrH3nb5c1crw7c4h3LbHHXr/X1s/MkwGnBnFyrSitnKRVDb0dxftauFbuUvNIc9sRdWp7coP1i/Ey63q6oCRhLC0gXEZwV9jIFe+fhB1wxb3CS4KcPOmJbgwQHvy2ZArCJimCto2i0LHgPt9dcoyhmxOyIqCM4uyA4a7FmekIMWoh0sBnLKMBEEV2OmqHvLfetUf0TIuGtkfj7bjU4unHxw70TDcRUREFGXjDhdu2V2v2tnUATDp9HAqxw+CSAB+umFxwB9b3rosNkgQ78RevqQIpxRkRj5oijvvdQ/hB9trISsKfn3aMmwK8vlWZabgjs1L8fsjrfjpxsX42ptHfFqCAsCRwTHs6zP7nL1ERERERET+CSt3CW63IDUJT75vnefyGx0D+OBLe6CTJPzwpIUzVqHJnzGHE1an7JlcSjLokW4yoH1sArfvbQQA1JstyDS14YcnLxJWw2oZFbeAD8WxoTHcua8RVqeMb6wuxxlBqkYBwAOHW9HsVfH6tlOWoCQ1EWcVZeO55l7P9X0TDnxuy0GUpSbiobNXzmpFjjc7B1WX9/eNAhEWaGoZjb8KGoGmA2fzPCFthQFRuGsmhyOanPQOSYQSlLI4XVGrOJCtOaHvlCC/67XhvqqMZJzmNdEdikS9HlevLEOCXodUox6pRj1yJqtG+EzEhjjrekl5PjCZZdGGu2Lprc4h7OkdCXr8xdtMtK2TFcAaRsXESEIZWzoGIriX+/tiJvnbvoT6Gl2Kgj196spi9ggCDpLkDi99d9sxTwC312LHX9+3Vnh7u0vGn6rbcWRwDOeVZuOjlQVoH5vArXsahLf3dnJedI7P5SaasConDS809/n8LZSAiTZLELRlXlijC6wkJRFLM1OgKApkTK8Fr79l6JW2Ady6KeKHjQqbS4aiKEjU63HZZBcP98kACgySOtoQSiZo0ObwBLsAd2XFP1W344PleYHDXYIHd8agd2XQZwxzSL873OoJdgHArXvq8eIlGzyXf7yrTnX7X+xrjHK4K/CJIF3jNvx0Vx2aR634aIAQsySJX3iPxYZGswX5SSakGg0+3z/az9Uexc800DZEtMpFo2CZoii+lXLDeNxqTetqs2CeZLb5yWz58FeBT1aAtrEJfOrVA0EfQ1EUXLAgB7fuboDdJcOpKHjwSGvQCr7hckYp6Otv2x3rE3jiEcNdREREUXb/oWafs2FX5qTi0IA6xf65qmKcFMYP+E8uKkSvxYa/aM7SrMpIxtUryyIfMMWdV9v68dNd9Z4fgN/bVoPfnLkCq3PSAt5vc0EmNuVnQCdJ+OqKBfjl/ibV37MTjLj9lCqsz0ufsbETEREREc0XwSZLnbKMO/Y2YmRyMuEX+xrx7EUnzWrbr/sOtuB5r0DUpxYX4fq1FTiqOct632QrINGEXyRVB/5c3Y6/1Xdh3OH0TLT9ZGcdXv7ghsB3hG/1iqn7+2sl0jo2gf+19uPyquKwxxktDiXy6giiNnlOWcHvj7Ti1fYBLM9KwY0nLUJ6iCeGRUPgSbyZXX5bR63om7BjbU6azyRYDOaefXivI6FUpnBXzojOxJRVU0kn2ISXUxNqKUtLCnuS7LmmHrzeMQAJ7knJDXkZOLckB4BgIjYua7+I+ZtgfbSmI6xw10ysDqL3MdB6F80KSpGIp7aMovciWBUof49dMzyuqqxYb7ZgYMIuDBI/09iDR2vcrap29Y2gPC0JxgAVUt772OZpV9S/bFEh6kcsgOReDDfkZ/htoxzse1wn+S5jriAbXIcs46EjrQDcgYskgw5XLisN/QV4uW5NRUT3i4aWUSve7RqCDPfyk2EyzEj1wNc7BvCzXfWwyzKuXlmGG9ZVqv5uc8n4dJW7Qo1OkkJaPiLd5iYLKgXFYjNSGKCiHhB+u2dtx5T+CXXAWbt+aP8+XecIgmLe4a5HjrV7qrdObS9EnhcENAHgF/vcx/l/sbkK5xRno9eqnn+KVshGRBT29FwT4gkwwWiXeVmZXuUurYMDZnxyMlQ54XLhsWMd6Juw47JFRajKTJnGI4dO9BtQ9Jr8Ve6SBYE3f6aqR3tXYfT3HeFPKE+1LErvnWg/J9mgY/cZAYa7iIiIoui97iE829Srum5RepJPsKsqIxlfXbkgrMduNFvwT00Z7wS9Dj/btMRvmp/mpn39ZtWPJqtLxvXvVuMP56zCwiAl4Kd28C+tLMDTjd1oNB8/C1xRlFn7sUJEREREdCIRtmcTXqfgvOd2QoF7IsThdaNuix0DEw7kCtqczRTfSRFFeP3UJILwNYXwPLXD43ircxBLM1NwVnE2rC6Xzxny405XSG3qtJMWU5PSgQ7tD9mjO0EXrunMp23Kz/S5bnfviOfEri6LDYsykvHl5eEdQ5iOQHP6MznH4n2i08rsVJh04YUNok30uXpfFWw4X1hWggxT5BVovLWPTeBfjT2q64JVBNNWYjFE8OH1TdhRM3y8+sVUe7uBCbtPpb+JECcN3+oYxJudgzENgz2vOXY3Jdx3yN/ta4fHscNre5eXZMJFZXkhPWagNoHC24f0qDNnVsJdIT6JaAnstthQnJLo9z4ZJgN+tnGx53UoABL1OmHVG3/Vje7RtDR+4FALvrHaf6tFJQo9m7XhIAB4rb1fcEuoqhmJSJAElbsC36fP6sAjx9QBlUjDXdGUEmaAtW5kHPcdavFcrkxLinq4S1EU/HJfo6ci3wOHW3FpZQHSTQa4FAWvtPXDISu4aEFuWMf4/a0XwdaXVdmik4dnf0vymarA7dbC3be6bHEh7j14/LPcGKWqeKESBTqfbeqFUSdBVqCqPhtIsPbLzzf34qTcdJgd6sC3Nty2MjsVRwaPz0ktncacgOijOL5/7rsxe7KuE01mK04vysLlS4pCCiQtSE1EbqLRE7o7uzjLJww1nf2G7nEbvvbWYZSmJKLHYseuPvc+zGttA3jpgxuiVmU1ENG7IArfGjUb5ASdhP9csgGpRj06xkOrqKzAPXfozR5muEvEqJNUv2+DdYcJNYAuem9m4zOZixjuIiIiipIRu8PTt31Kok7CmGZHO0En4ZZNSwKewaVlcbpw4/Zan7LsP1i/EJVBwj4099ywrhIjdideaz9eJn/U4cK3tlbjT+euRl4Ik0EGnYTr1lTguq3VnuuG7E784UgrrhccACIiIiIiIv/E7dnELeICtdMK9WzrUOzrN6PJbMGZRdl+fyP4tjgJfP1liwtx5z51BeCEID1E2sas+OIbhzwH+r+ztgJ/qRFPTIXS9sdfC5ZAb52/qjaKouDFlj5UD43hvNKciNpfdYxNwDV5prxO8m2NB4Q3JXpyXro7BKO4l6viFN/KFb/Y16i6/Mej7Z5wV8fYBOyyPKPHAgJNxMzkqWXeFayPDI5hUXqS6u/B2oRFm+jZvIcQbMJKu1Tu7RvB74+2Idmgx/VrKlCWliS8n8iBATMGNW0WkwyBP40PlOdheXYqHLICl6ygKEiVFBHtS5x6TRNO3+1cqJ9PnXkcL7WKK5PMhI6xCdy4oxYNIxZcUp6H75+0EMN+AqHhVqbzd+tbdte7qyp5CTXclZVgxMPnrPJcVhC4SluMC3fNyvOHWpFGOyEOAFbBsuotyaDHhYLPJpwlQQd1sEwvST5BC2+Kp6ZKdPlbfoNV7traPeRzXbCWwdHcHj9e04H3eoahKO535oKSHHxyceDgjz/vW5CL9bnpePBwC15sFYfdvPm0tovoWQNTAAzZ1IH3nb3DuKA0F7fursd/J8d5175G5CWZIEkSrlhagg9V5Ad83M9UFePVdnWL1dKURCQG+W4QmX7kw9em/Az0Wu2qVtveglfVC+/TWJWdhi8sK0GKQY9kg164fzWTtJVngeBBrUi81z2ML715OOjtipITVOEuUVvmA/1m3LanARMuGdeuKccFpbnCxxKt7w8ebsUfzlklrIQ5FUbf229GRVpSSG3Zd/aMqKqpbekYxJYOdRv0kWm0Vjw4+V7s7x9VXW91yXimsQefnYUKwMIWloLr/lanblltkxV8a2s17LLsd33yeVwFMGnmH+2yuzXsG52DaDRb8L7SXJSHsS8KQBXsAo4/x4jNgf4JB3SSe91OMuiRl2Tysxb7XitajsIN684XDHcRERFFSc3QuKrMKQCszEnDnj6z6rqrV5UHrb7kTVEU3Lm30WfH7dKKfFxcHtqBIZpb9JKEmzcuhsXpwnvdw57re6x2XP9uNR46eyVSjcF34zYXZOK0wkzVY/yjoRsfX1QY1kFkIiIiIqL5ThjyEFwXrOVikJxUyF5t68ePdtYBAH53pA1PvX8dsgShI3+Tlv6u/9hC33BXhuBxvf3+SJvqQP9dB5r93jZV0ArIm90lo1NzRvrUhFKgYJy/9/WF5l7cttcdlPpXYw+euGANFmeEV7ngmneOostyvPXNLRsXozg5AZ1e11VlhP4b/8GzVga9zahDPHn1j/ou3HOgGQrcLblElVsCEU08igSc5J3B0l3aycMGs/o4SL1ZHZbxxykr6LHYkJlgREqQZS6QNFPg+wabDPfeHjhkGd/dVuM5AdDibMDvz17l766+zyXY4ASraLAwPTms408i2qed2nYIJ+tCnIcPFKBanZ0a2oOE4YnaTk/1seeae/H+BbnQS5JwsjrcxXsm2pSa9DqszhFV1olP0QzDTPfdNOp0yDAZVAGAUIIub3YMwCErkBUFMoBT/bTm9PdazyvNUZ2guSE/I+BrmakihP6W30BBM38ODowGv1GUtIxZsdfr+PmyzOltB3KTTEjQh7bt9w27R//DET3i4IQDu/uGPcEuwB3gaB9371toTxYXWZ6VigSdBJvXAnXrpiXC1qHBzMQ3e4Je57e9nPs5g4S7wvwoVuekxXTbKUmST9BzpoSyTmtb8CUKqsL9cl8TWiYf67Y9DTizKNun2hMgDogeGBjFmMMpfFxvt+1pwH9DaMt+bHgs6G1EwXJ/ylMTMWhzQFbcbRgDVSPU/vaYKcK2jIJxHez33f4eGTr+/jx63mosSE3ElvYB3L630ee2k4/sE3h2yAr+3dSLOydPInm8phP/unD9tKpKTz3Hlo4B1W/Idblp+P3Zq8LYR/B9b6azD38iY7iLiIgoSjYVZOLv71uHX+1vwjtdQ1iRleIT7Fqbk4b/W1wY9LEazRZkJRiRlWDE3+u78XKb+kyjpZkpYR/EpbnFqNPhjlOq8I13juKQ11k2dSMW3Li9Fr8+fVlI1d++urxUFe5SAFy7tRr/vmh90IknIiIiIhJzOp3Yt28fOjo60Nvbi9TUVBQWFmLdunXIzs6e1bGMjIygoaEBnZ2d6O/vh9VqhcFgQHp6OkpKSrBq1SpkZmbO6phOSH5aMEbhYSJy6+56z7/Ndif+Wtvp0wLK5pLx7yZ1G7ePL3S3GtL+FLA4nPjSG4eEr8lsd+Kllj5UpidheZbvhKu2NVsgpQFaYwFA65gVo5oJzamJ1kh+vdzmNeGhAHjgUCvuPWN5WI/hHewCgP+29mFVTqoq3BXKyTfhEP3SUxQFv/YKzj3V0I3PLy0JWNn566vK8ODhVs/lUwuCV04A3Mv29p5hPHi4FUkGHb6zrhJLJkNxsfwVeU5xtioAAPhOlFmcLly3tRoHB0aRl2jEPWcs94w9XBkmI362aQkmnC7oJAl6ScKyrOOPFSyg4T2y97qHVZP12soRwYieKtTqDdNxTnE2CpJMaB61ojg5wVMxTlRRJdTtW6CQqz5aCVgvz2i2gy80904uN9PfIl9eVeRp7eRtuq/ivoPNsLtkzwg/W1Xst7VgLNtbTo0gnvi29g1+n1t218PiFRrwrpzmzd/XvnaxlZXAYW9/n9mIzYG7DjShZXQCH6kswMcWhtcesCQlER+rLPBZ5rXfY6HY228O+HedFLx1Y6h0PoHz2Vumdmv2YUTtOKdLtNy82z2MuwOE4UPdFNo04/3Km4exIT8d16+pREV66Cf2ztgx4gBvZ7DXmGzUoyQlAR3j4S+/saLXSZBnuYW0P9pwl7aKk0tRVKF5i1PG9u5hnF3i+1vW30vqttiCfj7aqqP+BKsWGK6nLlzv+fc33zka1u+VaDkyOIpjQ+OQ4d6PL0jyrSYnCpoHm/JJ1OuQajQECHa5Vz3R9+GdXtWBJ1wy/lrXievWVAR+wgCmWslqW6dPPXfIbRmFlbsYYxLhu0JERBRFBckJ+NWpS/FKWz8ePNKm+luCTsKPTl4UtA3H4IQD179bDQkSPldVjPsPNqv+nmrU4/ZTqoRnUdCJJdGgx12nLcOX3zysOiNnZ+8Ibt/TiJ9sWBT0x3d+cgKSDDpVGfouiw1PNXTj/xYXoXZ4HL1We0jlkYmIiIjmO6vVigcffBDPPPMM+vt9W70YjUacddZZuO6667B06dIZG8eTTz6JHTt24ODBg+jsDN7uY+PGjbj88stx8cUXz9iYTnSiw9KiiY5RuxNXLi2BJAHtYxM+7XIiCYSJaCfz3uwc9Al3iQ6mT/2O1P6KcCnA4UHxGfMjdidu2V2PSyvykL60FMlGvapKWDjTgR//374wbn18bIA7zORPqGM4PKgO1LzU0oc/HG1DVoIBPzp5MRaFUIFLmvyft2hP44l+5/3+aJvPdUeHxnB2kv9AqbblUahttOyyjJt21HrCSLfvacAj561xjy2kR3AbnHDgF/sa0Gy24tLKAly+pCisCWSDJKnasS3NTMGm/AzVBJ22Gtn/Wvs9FWf6Jhz43eFW/Pr08AJ93i5cIG5RBITXllE7yQq4twehtmoVPdc7Xb6t1MIlKwr6rHakmwzC1n9VmSkw6CTPBGJekgllqYn4ruCEw1DXg6kqWiL2AG1tI7UmJ01VhWhdbjre6BwU3jbceEOaJtgZrJpaqJ5t6lGFjT5Qlhcg3BWZ7207hutWV6Ak1fdxn3r/Olz2yv6QHsd70ZQVBc8396J11IoPVuRPu3JcJM4qysK40wX9ZCvdTJMBf65ux9auIazJScPVq8p8jqn6ToArIQcNxxxOWASh5ED3VhT3ib2to1aclJeBdJN7OXq4uh2vtLn3G+7c14hnG7uRYjLAIEn46ooFQasStY9NoNvqG7SI1r6HtyyTEd87aaH7ggJUhhEk0vLXKno6Qn2IqfZxUyIJwgUfi+9oglXSjPSov1NRsL1nBD/bXY8/n7c69DvOwDIyOOHw6XLiLdj3X7JBjyuXleK2PQ3RHhoA9z6Gt+09w7j/YDOMOh2+t74SK7PDrwKmi1JwOBq0+x3a7Z5ov0IWjH1fvxk/3y3+DHSShBeae6cxSq/nnsG3LdTWvtH2TtcQHjnW4bl8RlGmz23u2teEJZnJuHpVmedkkWBV7X65vwlLg5y4oCju6sreROvjviBB3mCmKnc5NW/x1PoV6ucq2uYlGzn/KcJwFxERUZRJkoRjw+Po1vwYvHpVWdBWeA5Zxo07atBtsQNw76hp/WTDYpQKDrzQiSkzwYh7T1+OL795CEO242XlX2rtQ2GyCV9bWRbw/jmJJtxz2jJc9fZR1fUvtvRicMKBx2s7kWLU4+/vWxtR2W4iIiKi+aKurg7XXnstGhv9nyHrcDiwZcsWbN26FTfeeCM+/elPz8hYfv3rX2N0NPSqL7t27cKuXbvw1FNP4e6770ZOTs6MjOtEJpqYE02Wto1N4NGaDp/rj98nqsPycAoeONBTadv9+GsD6O255j4819yHMwqzcPfpyzzXhxPWCfbyxSG64G/a9p5hPNfc65mbvGxxIb6wrNTndt4TiSN2B36+pwEuRUGXxYZ7DjTjgbNWqG6vregxRfuKo11lRDTh6T05NEUb3tI6rTATuYlGGHTuqlNTv/kS9Dph2GjK7p4R1TJydGjcHVaQJGQnBm7TqR5zO97qdAeQ7j/Ugo35GajKjKyKFiAO3mgXjz9Wqyey3vWqZB1tQWNIXgMWfVZOWYEpxF6ZkW47rn3nKPb2m93t5hTgO+sq8YlF7oryDlnGd9+rwbaeYeQmGnHXacuE1fke9Vr2+qx29FntwtcTaoBEG4TxNjNVc7TVJPwH80IN23k/lrep92D6NXDC2K5G+Ja91TmEwQkHHj7XNwASzvgVAPv7zWgdm0DjiAV/q+8CADzd0I3nLz4ZmUFa+0bbD09epLr8TuegJxx7ZGgMpamJnnVginb6WIZ48lS7rW8yW/DNrdXos9p97u/vPcxNNOKc53aqrnvtQxuRZjL4hJhrRo5X1Uk16nFHzvETB/5c3Y4JlwwJ7nDUhyvy0TE+oaref3zc0WfS63B2cXSq1eYkmnBSXjoMkxUSV0ShPWvsK9od569yVyBHh/yHYL19a0057j3Y4nP9kaEx2F2yp6pOMDPxbnm3kdMKNbKhDWBFU2bC8bXcKSv46c46DE+2dL11dwP+/v51IT1Ov9WOF1v7MGp3+uxbbS7IQIbJiP+1+Z4UFKlLK/KxMD0J92g+93LNvJNd1lTu0iwLoq9bn/1bRcGtu+v9VueK5ucTygkIkS6nwfZPFMW9DNSPjCM/KSGsfd1A/teq/ty3dg373ObA4CgODI7i6cYe/Pui9X6D3N729pl9KtlqKYCwsqjWdD/DqdCg9j2e2k8UBQZFn4bo96S22hy5MdxFREQUZTXD4/h7XZfqujU5abhscVHQ+/7haFvA0vxfXbEgaj+cae4oTU3Er09bjqvfPoIJrx+Jfz7WgZKURHywIj/g/dfnZeDDFfl43utMmpphC2qG3QeJzHYn7trfhDs2z1x1CSIiIqK5rLe3F1/60pfQ06M+u3/lypVYsGABhoeHcejQIYyPuydibDYbbr75ZqSkpODDH/7wjI8vIyMDFRUVyM3NRUpKCiYmJtDZ2Ymamho4HMdbYWzbtg1XXHEFHn/8cWRlsXJrOERzAqJgR7DJxJmongG4K4c4ZQUGr6SBaNJmKrjwWrt6siGcQIVBk2aI5rRbqO+zlnYS9KEjbX7CXcf//UJzn2oiSTQBIppoOqUgEzXD6gnLaH+sFy3I9QQkAglWWGZherKwcs5DZ63EF9445Pd+Ntn3XVfg/qzD+by1QYUHDrXg/jNX+Lm1r8WZybigJAfK5PMXJicIgnWz7/GaDrzc1o/BicCthv54tB1VGSk4qzhbWKXFqSgI5RSrsrQkHA0wSR6IU1Hg8Fq/p7ZBTWYL/nC0Ddt6hgEA/RMO/P5Im7BtaagV3wJxKQoer+nAjp4R9AgqC02Zicpd55bkYGlmCmTFPclYnpYUtaCtNgwWavuhcAV61Ok846HBMZzyr23QS+4J3rc/uhkAkG4y4PIlRdjXZ0Z1gEprgPsz+9pbR3yut8kKHjnWgevXVvj8rdFswdudQwDcocOsBCM+GmYLwlDd4tXGGAB+tb/JN9wlqNwlhRA/+cPRNp9g19T9/QUF+wXbjacbu4XfWd68A5WNZotPNcfcRJPfZWEm9j2i+Yh7+0awT3U8XEF5atK0Ql4xKtQjJAo3BPNSax9+unFx8McO8ND+nle0zM722yXDXT314vK8gLe7uDzPZx32562OQbSPT0AvSdDrJKzKTlUFlj9XVYzHa49XPN6Yn+H594EBsyfYBQBNo1aM2p1IMwWPUfRYbaoW2FOWZqbgvjPc+zzRCHe9vzQHl1YWYHlWKnb1Dvv8fV1OuuffLkVBlyaQpa3cFcpy2Wu1B2y7GG4gOpBgJyz4M3XyQSDBvvOdsoKvvHkIR4fGkWp0d1JZn5se+E4h6AyzEuBfazvx3fUL/b4X55Zk4+jgGHoE67BWqAHXQLcKVkEMAO7Y24jbTqny2Vf0/Ebx8wS1w+N4q3MQSzPd+8miZ9L+5iQ3hruIiIiiyKUouGNvg+rgs2myHWMoO6ifWlyEvX1mYTuM80ty8MVlJVEcLc0lK7JTcdspVfjue8dUy9cdextRmpqIdUF+cHxvfaXnTEqR1zsGsbVriO0ZiYiIiDQURcG1116rCnZVVVXhV7/6FZYtO169yGw247777sMTTzzhue5HP/oRli9fjiVLlkR1TKmpqTj99NNx9tlnY8OGDSgrE1dzNZvN+Pvf/44HH3wQVqsVgLsC2S9+8QvceeedUR3TiU50XFo0iR9JZapoGHW4cN/BZtzg1Sot0aDDX85fA0VxH96XFQXZkxVURJOeN520EJIk4edB2t+8qWlnNtPH3aM5Ke3dTnJFVvAKUtqgiUGScGllPn61Tx12CGeEv9zXiF29I3ApClyKgs8uKcYnNSeDJRpCO1M90omwFdmp+P76hbhzn7gSob82pDppetXntBXjgqlIS8LnlqqPg/i074p8OBHrm7Cj3quiTiAHBkZxVnG2sOWhv3XnnOJs1Xq2LCsFfzza7nM7Ywgrn3YZ+Xt9F15tH8CxoTGfUOdU0EvrU4uL8JpXi9lvrCoL+31/s2MQvzvi21oUAE7Jz8BJeekw6nSqdTSYEbsDr7YNwCkrcCoKnLKCK5YWqyZ5R+wOfHxhARI177+/Sc9wVyntxLYrSgvkhyryYHcpnqpM2QHel2hsI13K8eCmQ5aRatTjujUVqB0ex+e2HPR7v6qMZDwkaBk7ZWBCPAFdN2LB744cD0MsTk8OGu4KZQJfpDgl0acV6J17G/GVFQuQnWhE66hVFeoA3Nv+JL3vOqt9q/1tD8PdTv6vtT+scJe21RbgrmC5yk8YKtoF8f5vcSEyTNGryKZdb7b1jGBn72E8fv6akNolezsyOIo/VbejNkgocVbN4BfVhQtysTY3Dfv6zHhAEDASEYWFYxGG29o15BPuGrY5MOGSUZicEPbjvdja66kWCgBfW7FAFe4K1P7TEWYFXG/+wk/R3j3OTTJhw2QgrWnU6vt8Xk+4r8/ss1378c46vN+r1bToM9eGeULZ5Ab7DvK3Rztsc+DW3Q2oHh7D+SU5WJeb5rdlciBTJx8EkhukElenZQJHh8Zh0knQSRJebeuPSrhL2148mKcbeybDXeK/f2l5KcbsLlz1tm+g2keITxvpb4kprZPLojbcdbxyly+zzYEvvnHIs97dsnGxcJ/YyMpdQgx3ERERReg/zb1oNFvwxeWlnn7Y/6zvRrXmjOErl5X6lMX1JyvBiOLkBJ9w19LMFPxkw6KIDmLQieOMoix8V3MA3qko+P62Gjx2/pqAP3yNOh2+s64S126t9vmbXpLw+aXFqjOWiIiIiMjtlVdewb59+zyXS0tL8cQTTyAjQ73vlJ6ejh//+MeQJAmPP/44AHcFr/vuuw8PPPBAVMf02muvwWAIflgvPT0dX/3qV7Fu3TpceeWVcLncwYpnn30W1113HYqLi6M6rvlGNFlq0ulQnJwABe5Wh9owy4jdEdGEVSieauhWhbv0koSlflrgiY73f7iyAL/0E/YJJKqVuwTXTSe4sDIrVdUW6NNLji/z2smMVKPvRL427OJUFCQb9FiYnoRzirOhk9zhjhWTk4fDNgd+vb8ZvRM2fGpxESrSkmB2OLEqO80TAvlXo7oCYFeYZ/V7m86ETMB7KsIGiACkmDa6qh0eR5vmhCVtyHI2jpr8o747+I0mTS2/6ZrqHwk6CYmC8AgAZJgMyEsyeSqlpfjZ3gdbNX61vwk7Na1FO8ZtAatweBu2OfC7I60YtjnwlRWlODwwhmVZKbhscZFPRZBg47l5V53PdZdW5MNsd2JldiqWTa5DRWFsH4cmnPjV/ibVdSUpCchMMGJjfgbuP9iMv9Z1Idmgx62blqhOZotWkGFJRjLe+sgm6CUJEiTPhKy/43dOWYZL8a2g4q1zfAKvtA14gl0SgG+tqfB7+2itk5IEPFbTgYcOtyLFqMfPNi3BaYWBTwAMdpzynBJx94EXvSrLA0C9OXhYMpQJ/MEJB36+px46SYJOcgcVNhdk+IS7nmnqwaeXFCE70SgOb0McatBWuvEXsBx1OMMKCn4oSEV+AMjwaiGnDVkDwL5+M97pGvK5HohuSHpldiq+vbYy4G2mOgToJQkGnQSDJOHaNeXCkCsgDsu7FAVff/sIzHYnpMnP8+qVZfhMVeB910MDYzPajjcS0ahHWD00BgnwbCsB4J4DzdjVO4wGs2/QB4D/jYPgegXuz+Gl1j40jFhwYVme333IaNGGQV5t68etu+thkxV8fGEBvrd+YViPZ9ekBH9/tA2XlOehYPJ7RafZggSrXBXqKtzjZz/OexuwNDPFZzsULu8W7KJ2dd7jvfdgs/Ax6kfGsTjD/bkKq3JqXnR2ghGfWFiA5lErdgvaAMpK8PpQej/byacaurG1e8jz709pKiqKVKQloVkTbLM4XEgVVFj7znvHsL/fDAXi8J43q9O9ltplBXa7E+1+To4P18XleapOKp9aXIR/N/UEbI0eiDJZ6fL8khy4FEX4XeC5bYiP6W/5DdXUK6kbVn+Pvz35fST6/tnRO6L6TH66qx6LBZWGZ7It61zGcBcREVEEzHYnfnOoBcN2J15u68c3V5djfU4afn9UfYZMRVoSPhfkR6e33x5uxSteZ0MC7p3oX5261OcsQ5qfPrawAK2jVlWLjtOLsgKexTnllIJMnFuSjTc61Dv+t2xcjE35GQEPLhIRERHNV9pg1k9+8hOfYJe3G264Aa+//jo6OjoAAK+++iqqq6uxfLlvq6tIhRLs8rZp0yZceumleOaZZzzXvfHGG/jMZz4TtTGd6ITtAgVXVmWm4N8fOAmAuwWdd/sXIPjkQrTZXDLsLtk9gaUABp0OKYIQEwC87/mdMIdQWSnF67fp3r4RDARpTRcO0QTv1Ft2akGm38pCWudNBgq0Z8tPTRL0W+0YsTtxx+YqzwRZOK0/HqvpwKjXe/XJyQmp+w+14H+TLS+9W0xtys/A/YJ2d4A73NVjsaFtbMJTfag7xImWQEMetTvxeG2nu92aTge9JOHyJUUwTf7uCzRfIpqqi8qiG+YczevtA2gdncA1q8qQm2jC9e9WC1uazZS2MSu+v63GXcliMmTz+PlrwnqMqUXQZ3sR4AP44cmLfK4TTdQGmlJ1ygr+19oX0hj9+fmeBk9Y5N3uYZxXkoOucRt+vqce7y/N9bl9oEVE1Pr1hycvwo921KqqzVy5tARXrxJXo9QSrbM/2ukOkV22qNDTFtTidOEPR9s84S5FUfyGLQ4NjOLRY+34b2s/2scm8H+LC/HN1eV+Q0zdFhsGJhyeEFZWghHFKYnC277XPYSf7KzDuMOFr6xYgC8uF1dqcsoKhmzq5Tzg+hql4I4EeFqLuatBtuDUgkzhbd3BUgU6CViWmYJjXqGFjy8swEVleXDJCirSxSe7+qtkEqgFVCivcsLl8gn2fGGpuAvC1PexaCj7+s04t9g3mKYowITThfsPteDAwKjf0JRBCqWp43GnT4boylITVRX3b924GGeX5EAvBW9/Fqgyor9QVSRCCRVbnC6fNnTXrPa/XhckJ8Bsd6JFE6jwVB5SFLiU48uAQ5Yx7nB5QnwGSfIcN4+jboweosXkg+V5yEow+uwnitx3sBlP1rmPA3+uqhjfWF0OwL398RvsQqBsl6BKlaLg6YZu3HWgGYA7xPzMRes9waiZoF1/bt/bANvkevmvxh58anERykI8YV70eABgdjhRAPdr0C663l9LBUm+TZKT/ewva/nbr9aGyaZr1OFE5/gE0k0GYTDL+/WNOpw+fweAK7Ycwt2nL8Pmgkw/lbvUDDodvrt+IV5v7/cT7goelva3zfhTtboi6XOa0C8AZCUYMGQ7/loyBCGu+w4146aTfVuY7u83q/bVA3Fo2pFPFXKYrqWZKUg16jHmcCFRr0NJim97cRF/23tZUZCbZMSWjgHh39W3DW2M3q9cVhS80NyL1rEJXFKeh7OLs/FW5yAmAoTRptY70TKpKIpw+RB2lhG8ZLZlFGO4i4iIKAJ/PNrm+YE5MOHAzbvqsS4nDRanekfnByct9Bw4DebvdV14QvODLlGvw12nLZ3RH1I093xzTTmaR63Y3jOMa1aV4bNVxSFXdfvWmgq81z2sOkPk4eo2/HJ/E65dXR7S2YJERERE80VNTQ1qa2s9lxcuXIizzz474H2SkpLwqU99CnfffbfnuhdeeCGq4a5InHnmmapwV1ub/zZK5EsYdvH6d6PZggcOtUAB8I1V5ViUkYwqQSuhqQPcYw4nui02lKYmeqr3bGkfwOHBUZxbkoM1OWlRGfdDR1o9E4IAcEl5Hn6yYbHwQHsowS4AqlYh9x9qiUpFiimBKneZ/PUo0XjuovXInDz5xamZrNHrJBzoN+Nb7x6DxelCeWoiHjt/TdgT3/7mS15sEYdpdvaOYFfviKedjjdZAd7oGMQ9XuGdwmTfSUaRQJPsow4nHqvpUF33qcXHqyIEOlIhWj6mripLTcRVKxfg90faZnwS3S4rODo0hmveOQrAXe1KK1grt2k9v0vxmTh/KczA1MrJNmna9yoa01WBJu7e7hoMeVLTH+8qQA5ZUYU1NuVn+tz+ojLfwNeUn21cjK3dQ9BJEvSShLWT2zif90Vyn1D50GTLPllxbwO+va7Cp9JZoEm/qWDXlJrhcfzmUAtkRfEbWALcoSbv9pF/revCRWV5qPJTweafDd3CbazIA4daPJ/J74+24dLKfOQkhrauB1peprsN/sPZK5Fk0GNL+wAe9dpmNI9a8bImoDPlvY9t9vz785q2jauy06L2HeZNCaF0l2id8DdJPu50wSHL+Eutb8vTv9R0olHQetWlKHiuuVdVgbE4OQGdmkCuQSf5TeT9433r/IbetJPjiQZ9VE7EPLUwE31We8gB6UCmvor7rXa82No3+X2hQC9Jnja6LsEH4b2+OmUZD1e3Y3+/GWcUZePWTUugkySc8q9tAZ976p3Y02fGdV6dCXITjXjxkg2TlwJ/Mzlld0vkaJ7ganfJsLpcUBT3Z2iQJGR4nYQr2ofssdhx4YLcoOGuUbtTtY15vLYTX1xeimSDPmDAF/D/HSHa55EBT7ALcAcwf7W/CXedtsznttGiHZ92XuWllj682h48xDJleVYqdmiqVXq319ZuC6ZWt2GbA7fsqvd5vFCXkOJkcaDXe3sVjRDuf1v78d/WfnxiYYHwZBHvcKy/YJlTUXD7ngY8f/HJwspl/jax/loOB6t+BoReZTZQgCiQ55v7hOGucPaBGjXVI0XVfCNhdbo8wdsJl4wDA6N46ZINkCTg3Od2+r2fv7fM/TUY2vvpUkJ7P72Xzb/UdHpaJv+zoRvPf+AkvPWRUwJum6+cbCks2iVzyOKtVH6iCR2a781xwefFcJcYw11ERERhqhsZx9Oag0Srs1Oxf2BUdd2lFfkh9+b+X2ufz1mYegm4Y3MVVmZH/4AIzW16ScLPT1mCw4Nj2BzgoKRIYXICvrCsBA95HaxsHnWfLfHLfY1YlJ6MFdmp/u5ORERENK+88cYbqssf/vCHQ7rfhz70IVW46/XXX8f3vve9qI4tXOnp6t8mFkvwFkgU2NTBcEVRcOP2Wk+bkB09I0gz6nzawwDuCc9msxXf2HoUfVY7KtKS8LuzVmJX3wh+Mllx5sm6LizOSEaGyYAHz1opfO6SlISQWqtpD4m3j03g81sORtSCQwKwJidNVaGgemh6LWamuBTF7+TP1NsY6rxYqsngqeCh/QgMkoRnmnpgcbonEFrGJvC3ui6/FXRCFcrUw+sdgzhZEO66pDwPPVa76rpkgx6fWVIEp6zgHw3+WwAGquTiFEz8qaZ5AtxX1JXx+9uOwaR3VwA7NOhuDzXbFVJEVQGiVV1BRDQlJXpf/blmVRnet8AdePIp3DWtkblpR3JoYBRmuxOyouCRat/ASjiE7Zq8n1vw98oAFVYuLMvDhWV5AIDdvSN4vWMAd+5tRLVX29QpVqfLp31p3cg4zi3JgaIo2D9ZMWmqmsfGvAz0T9jRNOq/gg0AzwmVqWFWv/x7fZffwJZWoM9VGxTc0j6AM4uysbN3GEszUzzt1vzVtBIZmLCjX7P9CFe3xYYUo0FY6eVmQeABAE751zakGvWQFQVfWl6K35y5HMpkZaUkQ2ShmXOf2+nZNosFT3eJKvcM2cXV/tKNBmxpH8CLLeIA21ZBaz8FwK+9AjAAMGDzff9diiIMhpxakIndfSMoTDYJOzRo17vptN71lp9kCqtNZCBTwaDr361GrSYA5wl3CT4H7/Zajx3rwCPH3EHCff2jqEhLUrVN9WfqxFafdrxejx1o0/Wbg834X9sA+ibsuLQiHz84Sdz274fba/GpJUUhhxSfa+pRBaNOzktX7b+JxrSrbwR7+0d8/6ChDQ4C7mBdWVpS0P0if+GvU0I8lvxO1xC6LbYZayce7HvGpShoHw+9Pd7Vq8rwTFMPzPbj2zLvk5u1q8BUMMkpK6gWtEwM9UTq3CQjPlCWi9bRCVUrcB2Al1v70G2xR7XK7dOa70fP83kN118rRACefc5w8mb+9n3c2/3ADxRoLKrH8vp3UbIJt59ShW+/V6O6Ta91ei0E/XFqXoK/amye28sKFCgwCtpjevOuTAoAr7UP4LZTqoKOJ02zb/vJRQX4zJJiZCYYQ94PDbUdr3dAbyrYBbjXncdrO/HNyUqBInlJJpxRmIU3OwaE3992WRbuLxamJPiEu4ZtvusIw11iDHcRERGFQVEU3L2/SXVA1CTBpy1AVoIxYLlpAHjkWDvSjAZkJRhwy+56n93gH560CKcVBv9hS/NTqtEQdrBrymeWFOM/zX0+P5DtsoLvb6/BY+etQXZi8DaPRERERCe6d999V3V5w4YNfm6pVlRUhJKSEk9rxqamJnR2dqK4OPSW7dHW1dWlupyXlxejkcxN4opS7v92WWyeYBfgnowatosnqJ2KjD8da0Pf5MRK86gVTzV0qaoyAED9iAWJAapKBJsQm6IN/xzQnJQUDpNeh++sq8TPdtfjgy/twRVV0VuenbICvV7yUzFqMkQX4mN5z3loK3c9eqwdbZpWIPv7fdvMTDm/NMcnZOKUxS1GgnFPcACLM5KByckwefKy9phCol6Pc0tysLN3OOBjBprzEC0jn99yEE9fuB79VjsGJ/wHQg4K3pNtPcEnoRVFCXkyNBKz3NVUuMz5q14hEuidiNbb5P2e37W/SdUeLxJffP0Qeq02jNjFLZ2mTKdaVN2IxWe9miIBGBRM8B0dGsfRoXGsy0nzObmy3jwurGLy1qWbMO504ZvvHFUFq+QwR39mgNCJ9mmDtc7z1jluw+e2HMCowwW9BPz69OXYXJCJgiQTfnvmCiiYbGkEdcXEKX+r68L9B5unXbnrJ34CXMFMVSNRFCDDFN4xpPNLcrBH0+IrcLArtO+AjATfKc9BP6GK3CQjfvpqeK9dNFluE2wUFEW8LGzrGca2nmGcW5ItDndpFii7LKPXakNeomla21YJ0WkR9/NNizHqcOH6d6tV+z1aqUYDPr+0GC7Z3U7RKcueoJqiKPiDJnx6044anJznG34GgN+euQJORUHt8Dj6rTa0j1rRqAlK9nkFHAMtJ0947Ws919yLD5SJ94W3dAzg7a5BvHTJBqQL2sBpabeX2vCFvzGF8n0iWuamlq3Lq4rxtleFRa1odGz9c3W7sFWw73P5PtnanDQcGx5XBay8BduXjWSR//TiIjhkGQl6PZyyjI5xG0pSbEgx6vGwZrmzOl2oHxnHfQdbwn8iL4szUnDzxiX4d2OPKtx1aHAMhwYj275GYmvXEC6tdFczDfQbYoq4taP/doD+HiPStoyBdFnsWJGdBu3a02WZXpg5VIFOHHivewg/3VmHMYcLV68qw+f9tP4F3CdrBPtuE9G+ZU1mK765tRrtonaGfjhD3DmQA9xuT99IwN9JRknC57ccQPu4TfgNY3cpwvVYVN1RtB8XrYDziYbhLiIiojC83jGIff3qg0gn52f6lLW+dnV5wAMbb3YMeConic52vWrlAnyQ7fFohpj0OtywrgLXv3vM52+9Vjtu2lGLX51WhTGHPGNnZxERERHNBfX1xw/I63Q6rFq1KuT7rl271hPumnqsWIa7/vOf/6guhxpUIzfRxMXURIfoYLQ/TlnBK23qFjN/re2EXfAYTlnB/n4z1k1WhD48OIqucRsmXLJnUl2rddSKMq/qOeEcEj85L91nsl1FUXDPwWbUTVbquFtTvWQ6trQP4OLyPOHZ/0MTDgwECCJpPXCoBYM2x2TrJfXftFVGAPfkucXpgk6CT9s3k+CM/JrhMUErueDvtEOWYdBJ+OsFa33+ZtCp3/cxhxNffvNw0McMRDRpNzX5+slX9gecbNrSMRjRc8oAAtU6mO4UTTRbgIZCGDaMcLY89OZHwE931qHT4p4okyTgqysW+L2t93seanWMQI4IKmlpXbm0BLmCdoKhhk8Ch94kv9s3ADgqGN9UBS+tBL0OiQa9T8WsBsF2YIqoxV6gwJZ2wlvS/DeQv9UfD5q4FOC6rdV46KyVWJebJmzh6s3ukn06AMTK47WdnopNwXRbbOiy2EIKzGiFsuplmIxYlpmiCjmKQgm5icaIJo1D/bp3KQo2BfgM/b0W7XfWD7a7W4OfVZSFX5y6FDoAP40gjCdBikqgtHbYgr8EaSMIANmJRlyzSlzt5fCg7zo84VLwrqBSGgBPW94p/2rswaWV/o+Zh7OF/mO1/xblDlnBU/Vd+HKA7e/xx1GHhrRB+um05BPddWpTvz43HUsykj37ZVqhtMwLRrTNFRE9U3KQltfe66YwPCQqIxrEVCXWtjErvvzGYQzbnUgz6nG7oFqSzSXjO+/VoCuCarbA8TFPfUcEq2A103q9Qo6nFGT6XS6mhLNY7vBzsoGC4OucIcJtz1P1XREHFBVFgUknCX9fhSJQW8a79zd7Wtn/9nArLq3IV7Vh9ZaVYIgo3GXV3Ge35vdZkl6Hp96/Dp9//aDffSDR74BPLCzwqfwWKGTaZLbia28d8fv3CZfsCeSLHmbqt4+WUxha9X2QcALz8wnDXURERCGyu2Q8cEh9JkdRcgJu2bQYzzT24JFjHbC5ZKzOTsVFZbl+H6d2eFxV1ly7K3PZokJcGeJBESKRXqsN9x9swXfXV/oNGZ5WmIUzi7LwjuAMr739Zlz6330oTUnEn85dzRK4RERENC+NjIxgcPB4wCEnJwdJSf5bTmmVlqrbvDU1NeGss86K2vjC8dvf/hbbt2/3XK6qqsLmzZtjMpYTyVTQJNNkwJqctMmz1xUcGxr3G0JxKgouKc/Diy19nus+sajQp3LX1G2veusI/nrBWizKSMbjNZ14szNw6ObzWw7imYtOQnaiEQMT9pAmYacEDHYBsMkK9nrdJppTWC80906Gu3z9o6Ebb3QOBmz55u255t6wnntf/yjOfW4nylIT8fgFa7C1awg5CSasz0sXToY/IXhPQ/nFJGrTOe5w4fDgKMyaSkWhzkUFup2obcvxIczMBKSiKNErSRWnQm1zA6gnpbST+xanCy2jVpQLlutjw+OqqjjDfibuPI87+TwzXeHgfaU5uLSyABvzM1A/EnmFsECHGP5U3Y77T1/u9+/hTNS6FPGkcqA2SmkmA363YREsThkuRYFLUbBisl2iyISmIs0bnYP43npxq7dQXPX2Ebx/QQ4q0pJhdbo8a+pHKwtQmprouV13hGGEmeC9TgzZHDg0MApFcQdLjDqdp93ew0fb8HB1OxQA5V6vJVShfvLa9UBU2Wh5ViruiSCg/N/WvuA3AvDBivyAx9KmQjeKokDGZGUtSfJbyejtriE8eqwdfzgaWbtVSQq83oUqnH2KjrEJ2GUZTkWBU1ZQnpaEZINeWBWwPDURLSFWpLG65ID7K+EEqYK1yuudRstTWVHwt7oubGkfwML00H8/aAmrK3ntdQQM8Ph5K0aDVGb0Fmq4wu+7HuDj8N6ci6tIhbev4lIUPFHbiXe7hlQBu1GHC48Llt36EQtGA4SJA3mythMPHG5BqtGAn21ags0FmVGplBYtTj/V0ryJwn+HBkZVLVI7xyfwr8Zu/E9zYornMUKo3BVpQOfuA80BQ1bacXg/jyRJeOejmzHhcqFu2IKf7a5H69gENuSl+wSlAMCok1Qn6zxe24n/W1wkfC5tJ5Q3Owc9FdO0RBXUHjnWHvR3Q7CqW1aXjO29w6ptgZZL8X2QTQUZPuEuq8v/OhBse6oNoWnZXDIMOt/P0H9FQvX1rNwlxnAXERFRiJ5q6PY5e+/aNe4KXV9YVooPlOXhN4da8Lmq4oA7rQf6zbD62cH+aGUBvr22YkbbGNCJbV+fGTfuqMWQzYExhwt3n77M747wt9dWYEfPsPDg6JjDhWPD4/hHfRc+E8V2K0RERERzRWtrq+pyUZH4AK8/hYWFAR9vJlmtVvT29mLfvn34+9//jn379nn+lpycjDvvvJO/OcIkOht/6oB3RoIRfzzHXdXNbHfib3WdUOCuDqOdVHbKvhOsgbIKCoC/13fhppMXIdEQvMWK1SXjH/VduHpVWVgt7NbkpOHgNFo2TtfeyZYf/oIzvVZ70AmEcGlPdpEAfPXNI6iZrPhy7epyrJ+smuZNguRzFv7f6rqwOict4PPZNX1PRu1OXPn6IbSPT/gsE9qJo3D1WGxoMPtO+E6dKR+N9oaiKuQuJfCEg7+tjsXpgjmMyeZg44qWaLZlFN1tzCF+zdp2ZwcG/AcZpj7LJrMl4Dos+rzCdVZxNjZOViNKNuhxZlEWFCX8aiX7ArT4AYAEUQ9CL99YVQadJOFfjd3oGPcfcnIpCgyQUJKSoLrdqYWZeKVdPFFtdbhwkp/2cCJDmmCm2e7EhMs1rYzjK20DSDeOwOy1fJxakKkKd8XThGeCXof/e2U/AN9lNzfRiBcv2YDa4XFVdaNQgzzeQl3O1uamISvBCJ3k3raIJvJFJzqGQhTE1tqUn4H1uemYCDBhftvuBmzvPd7q9uqVC3DlstKA7VBfCDO4rDVgDRxkikSyQYcfrF8IBe7AHOBukWi2O3H5awdUt718SRF2946gWxCYCtQCTUQbaIp0fQjUWnK69vaZcf/kSeKhVET0Zzrb7am9jnc6B1E9PI6zirKwLCsVPdbQw6GhvrOiEEiL2QJbgJ5v9SMWDE44kJ1oFAbSw/1Ut3YN4cHD4t9bO73Wtyn+2kVOmXC5fCq6AsCI3YEHDrfCpbhbct5/sBmb37du1quLaiV5VUoTVUbSEt3k0ZoOVGWm4PzSHADu1vNP1Prf7jWZLX73ZaZM5/sqUCVPbw5ZEe47JOr1eKtzEK2T3zmi74Op+3vrs9pDbjUe6Dai93iqm09gwT+/2/Y0Bvy7aPH+3rZa32cK8js0kGDBPYesCH9zaNf3ouQEJOh1PtvkYNX/5iuGu4iIiEIwbHPgkWPqs6PW5abh3OJsz+XC5ATcJijxq5WXZIIOvu0ELinPw/fWV3KShSK2pX0AP95Z6znYvK1nGH882oarVpYJb1+ckogrlpXgjwHO/HvoSCvOKc5GSQRnVRIRERHNZWNj6omY7OxsP7cUy8rKUl0eHZ254Mxll12GAwcOBL1daWkpfv3rX2PFihUzNpYTRbfFhgcOtWDCJeOrKxaI2zIK7lc7PI4/H+sQ/MUtzaj3meTwV6ljylQQQnT2t8ijNR04uzgbuUniKr4isS7WmzwZXNstmHybEml1BX+WZqaoJvi1YYP7D7XgkXN9W7GKfrJ3hBDGcmhSQc809XhCXJGGrfzd7cm6Lvy93ncyzjX5RNMN+ZSmJGBgwg6r5jVF0npqX58Z3912LOLPt9dqQ35SQtDbWZwu/KWmA+MOFz5TVYzC5OD3Eb2ecIJM3svKdIJi2/20K/N+3IerA1f00T5VZoIhYEWwBL3OZ+J7rVeAsTglEb86dSlkuN8nBYBTlmHwUxWrbmQcgxMO6CQpYFtEAEg1GfDZqmIoioK/CsI0Uy0ALyrLRce4DXaXjHe7hvCkZpl3ygoS9L7rV6C3fcg+/QBMNKq3BPteiEYLzmgZsjnQ76cC0tT1jYKwadhCfF+vW1Ph+fe1mpZ+s2FqMtqk0+Hu05bh53vqVW2zVmalqoJdALC714wrlwV+3EDBr2C6LDYcnkbAyJ/TCrNwYVme6ro/Vbfj3009PrcddTiFrZEBd4W9k/LSVdVBQ7UsMwWXLT5+QkW8FE+6Y2/DtO5vnFzHRaH3qesazRYk6CXY/HyZyIqC19r7cdOOOgDAY8c68NcL1oYVtgl1UyMaQWeQymdmhxOP1rTj22srxa2kw4h3Pd/ci9v3hPeeV6YnozQlEaMOpzD8Ne4Qh7u2tA+qxttgtuIf9V3YJ1h+l2WmID/JJKwgGKkvLCvB4YEx7OpTj9l7OxvsOwTwv+951/4mT7grWOv5W3YHf89noyOIQ5aR4Od3kqhqWyjsk4Gxa985inGny12RUlRxKsBj9IfRVt5baUqiT0vpcIWyDEzd7o9H23B6YZbP34JVSw320dplWfieaTdZFy7Ixfq8dFy3tVp1vTGO9nXiCcNdREREIXi4ut3nTIHrVodfYet/rX24ZXe9zyTA+xfk4KaTF7GPNE3L6pxUZJiMnl7nAPDIsQ4sz0rF2cXiycjPV5Xg1bYBv2er6SUp4NmGRERERCeq8XF1y6mEhOBBAG+JiepwvMUShYnNCFVWVuILX/gCPvrRj8JkMk3rsbq7uwP+fWgoepMXsfSTnXWeli5HBsewIivF5zaig9XBDqOnmQw+k2rB2rzlJrpDWgVJCViYnoREvQ5HhwK3RBu0OZCTGEa4K6r1jsK3brJC1u8jbDkVCW07NRFRu5PSFN8TX0KZPmkds+IvNR34YHk+shON6JxmdS7A/7Lj79OcquTw0iUn47+t/bhrf1NEz9s+bhM+RyRVKx6r6ZhWcO/Flj58YVlp0Nvdsqve09b0na4hPHPR+qDHYKZbuevegy2QFbirYQsrF0y/zsdUAO01P5Wo/PnislI8cqzDp/LUlM0FGXirU70912677tjbqGqDetmiQtywrlL4eF9/6wjMIX7O2QkmfHN1OQAIw12PHuuAJLmX85Pz0rEhPwMuRVGFu3ISjUiZbOd0fmkOhmwOz8RsVkLo28ZghOvBLPTmiqf5zlDWCXsI29tgInlXdwQIDM+UqeVOJ0k4oyjLJyQpquLkbz30Np2P/D8hVP2qTEtE02h430viQI74k0oLUJ2radTqd/vw0iUn4+IX9/i974cr8nFJeb7X88+uZxrF+8U902jpCABVme79TvHJBe4r/1LT4TfYNXXfm3fVey47FQW/OdSCFdn+W81qBWr7pn2uSPyjvhvfXlsprNwVjl/sbQz62d9/xnK81TkIneR+VZXpyfjYwgJUD41h5+uHfG6vfU2P1XSgbngcnYKKkb/20+b1E4sK8aGKfJzyr22hvZAAblhbgeKURGwuyMTLrX0+4a6XW/twzaoy5CSaQjppwN931Sqv5WO6nwsQeVvGcNx7oBlJBj0uKc/DsgCtlMNxqH8UW7vdLT4D/WYI9PpC3e/Run5tBd6aZiAwlEqTgHub+XB1O7Ij2DcKtv/u77tf21r6jY4BXL2qDKuyU3F48Ph35GwEA+cihruIiIiCaBm14hlNL+oLF+SG9UMIAJ5r6sEdgh8aFy3IxY83LI6rkuo0N+UnJeD2zVW45u2jqgMsN++qx2PnrUZZWpLPfUx6HW48aSG+9tYR4WNaXTJeaO7Dt9b6TmYRERERncisVnX4PdxQlDYMpn282dTU1IQnn3wSRqMRH/nIR6DzU1klFGeffXbAvxuNRixfvjzix48HLkXxBLsAd1BqWFAxQzTfEaxykUtRwq7cVZbq3o//4vJSfLgiH/9q7A4a7nquqQfLslLwwJnLYdDpoCgKfrG30W8rrBSjDrkJRvSHMME8E2YiC/HexzbjtGe2+/37xrx0PBHkbH7RGfeXLynCozX+q7P502O147eHW/G7w61IMephCrESWyD+3jZ/hxemKnelGg1IN01vakD03JGEWrb1DE9vHF5PuaNnGH1+KghNBbsAdxWb3b0j2FSQKbyt1enyOzEa7mucqqQhCjw0mK1htQAUjifC+63OTgs4aSaa0NfrJM82TpIknwnNQO9MOBOcwaqj/e7I8bZbEtwT0Usy1McsZEXBGx0DSNLrcWpBJlyKgprhcTSaLQFbgDpld6WbrnGbpyrZKQWZnpZzWqJ1LRqtucadLpxRlIU0ox4SJGSHEdaNJwmTy1iw9meheLtz0KdKlMiEy4VbdzfgzY7BoLedCd5tpF5t64fFGetmbaFOkId/XFq0ORRdZ9JJAT+PQG2XcxJNWJuTptovyzQZkGTQQ1YUJBvVlZVmYn/C7pLxaE0HtnUPozQlAV9esQDlk8dY79wnDklPexyT93cpvsvP1Hd5sE9MgW/lpW09Q54AYihCna6I9OWeMVktSLQvHM4SqZeCB01PKcjEKV7f+7Ki4L3uIb9zMrLmVe3tG8H2nvACo6FWTwrFutx0T+ivRXCStksB/tXYg69OLp+L0pMCVn/Svr4pR4fG8KMdtVDgbjM7XYZZmPN6oaUPgLstrzbcVZScgC5L6K1IAXfFtWu2hlb5cSZeXlYUvvOfC7OV70x8U9lcsnB/elyzzZ/6faoNE7JylxjDXUREREE8eLhVtSNulIAPlgc/mODtH/VdwjM4PlKZj++vX8iKXRQ163PTcd2actXyZnG6cNOOWjx87mphieJ1uen4WGUBnhGUTQeAv9V3YX1uOs4uCa8VEREREdGJJNyqvdrbR9KuLFQPPPAA7Ha753nGx8fR2dmJXbt24dlnn8Xg4CCOHTuGG2+8Ec899xx+85vfID09fcbGM9e5BEehRWeuiz5Tg06CSSf5bWPhUhSf33/BJn7yk93Bwj8ebcNfazthDWGS/O2uIbzdNYRPLCzAd9cvxITLFTDQkGwwICvBELNwVzQqA2gFer0A8O33jgV9DFHwKENwZvuFC3JDHpeMyTPdo9Bm0iUr+E9zL+yygkvK8zy/9/7VKP5t572szcRRiGAfY7jb0VBMPeWfqtvxh6NtwtuIAlmDfpb1l1r6cMfeBrgUdyWqUB4rlPGJ7vXP+i58UvAcoUgz6nFxeV7EJwq+2z2EouQE9PmpLiN62F/sbcA7XUNYlpmKOzZX+VSPCve9+X/27ju+jfr8A/jnTntY3ntvO86wnZ1AgDDCaNmjpYNR2rIKlD0KlE2hUGhp6Y9CKbMtFMJo2XskIXs7dhzvEe9ty9a43x+yHOl0dzptj+f9evEilk53X51uf5/v86zLTMCHzd0er/syGw7Ant5h7Ol1z4Y0MG7FrZtqBD/zfpPnMp2sdjverOvANpfyWnqlQjy4S2BPClbmrq2dA4jXqqBkGOSZ9G7vhSE5WFD8fe0CAMB4EI7xv91S6zW4q2loDPdsrXXL/CEmSadGZ4DZlYSwAHrNFvSYJ2Rn1Du/ICWk14lCmYb4+EGVp2Yl4r2mLsnPDFk8z7NCx9ZLSzOwtXMAbSIBFhaJr37c25s9KgpUJJhQEmuAlePcss00D4/h9UPystX44vFdDVOlJvf3DWPD4T68972lomXggMAziDl/j1aB3659dBw5Jr1baWkhYuXQfNnU5PZZ+FKy2L09HKr6htE5KrAv+nB6s8r8Uh82dWFP7zAYAN919qNRIludAgx29wxBo2BRHGPw61o1mJkcXX8KsQECB/sdgz/OyUtG0/CYZHCXWNO6zRZ8PHnsmu9jcgMh4Swj7HpN9ND2Q/i2vQ89ftzbpOjVONAvPZDGSWqoRrJO7ZbFz1vAHeA495t8CMAMmhCcg4atNtnHhoe313nsY+EIDJyJKLiLEEIIkbCvd8htdCcA5Ebrcd23B3B+fgoum5cBo0Ra6Zr+EXze2ou/H/AsLfGDglRctzA7JA83ydx2fn4K9vcN4wOXB5Y1A6P4w64G3FqZJ/iZqxZk4ev2XtFRzvduq8VLMQuRJlCChBBCCCFkNtLp3LOejo/7NuLXbHbvLNDr9SJTBi4pKcnjtZKSEqxduxbXXHMNHnjgAbz++usAgE2bNuHnP/85Xn75ZahUvo8K/vLLLyXf7+vrw1133eXzfKcTuaPsnSFWFrt9KgMUx0E0sAsAdnQN4mNeMMMOlyACIZbJVATvNHTKCuxy9Z+6Dvx6UQ6e2tOEPolgp6ahMdSJlGoPB6tAZopAlMdH4dT/bpWcxpnhYUVyNL6fk4S/7mtC87C8/VyjYN0y0ZQnRPndViFKhpHVUXnbpuqpjEiftHTjL2vKAAAnZsTjv42enfKhD+7yvWPopeMXonNsArlROpz94Q6fP+/MSCMW2CXWLqHvb5ssWeXch18TCBLY0S29v0arlRhw2decixZaNWKZ9OSI16px/aIjJRBVLOORoUVK87AZNyzKwWuHDoMBPLYXvUKBt06uhJWzw2YHnthdjy8myzTu6xvGH/c0IoaX/c3Xn//eZYX4qLnbo9tPLJuIL/ydg4WDW2AX4FspTsAR5BiM/ctss6N1ZFwwgG86x3ZdWJiKFZPZ0lL1jmdI/pR74nM9S1jsdrxeexhDFivOzU9BvNYRBN03bpEV2AUAv19Vgp9+ujvgdvH9+9Bh/Htyv5L7O9k44C2RAZdOsRo1Rqz+HTO8BTsDnhme5BzPt3cNYk/PEBbEHzkH5gkEHb3b0Il8k3/XwaMCWb0+b+vF55PP639YkIplSdFgGAYvVrehW+S5ZiDW836bYasdHzZ34/Qcz+vvIwLbS52fFiprxnFAj3nCa0m0YBwnLHKvO/1c2MaOftEMnrX94iXtrXY7/rK3CV+29aI41iCrDCEAbO0axDsyMxo9tbdpKsDx8rJM2QFkroQGjPhreMKKXrMFOiUrun86s4WO2+14q176e8pp2oTM8tFSA1sULqewmv4RPFvVDJ0yNMFLzmBEG8dhb8+waD+HN5tFSvreVJ6LR3klzaX69pJ1GrfgLql+RKervhbPGJaoVfn9nbSTAYFiJSZDkblrYNwqe9+0cZzHPqYMINv4bEbBXYQQQogEfmCXQaVA7cAo7Jwjm9GHzd14cHkRKhI9R723Do/h51/sFbxguqQkHb+cl0mBXSQkGIbBrRV5qO4bQb1LB836+g5UJEQJjnQ0qpS4sTwXt4iMbB222PCb7w7imWPL6MKaEEIIIXMCPxjL1+Au/vShDO6SotPpcP/998NqtWL9+vUAgJ07d+L555/HL37xC5/nl5IinWXGn4Cx6UZ2cNfkdB2jE/jrPvfAkvlxRuiVCo/Ogaf2NoGvZbLzXmy5X7T14Ir5WYIdfHKsXv+d12kODY76HMDgj7woLeoEsiT4EpTizQ/yU/CvQ4dlT39SZgJOyEjAPw+2oxne9/P6gVFYeZ1dQtl7wsG11N22rkE0Do0hO0on2sdqs3M4ODCCPT3DyDBocO/SAnzU3INvDktn/xCiU7IY45Ub8+dnLIoxoCjGALNEWS4pC+Oi0O0l+45gh6zA85ihCatb1hmhfcJbSSY17345GIFKcsRrVTgslPlExMCEBRwcg8OMKiX0SgVec9lvlCyDVIMG/65tx8bD/djI+96ftPR4ZB2T+q4shDsOo9VKj7K3EzY7/rSnUTCTEQtgdWqs14w1vgTWeHOgTzxYSLAsY5CzX3AcB7PNBq1C4fJaUBcRVEsSo5GoU+P2TTVoGTHjvPwUXLMgG/durQ3ab/LQ9jr8bzIg8f2mbrx5cgVYhvGpczqUmbIA8e2vMsGEp48pw67uQfziy30AgN/tqPM6P53S/2dxHTIylPE3ZTnXQhyA27+rwYWFaQCACwpSPDL6AY5sOqFa2/+sbce+vmH87dj5soN2nLQKFgqG8SgRJkf7iHSgXaDXVI+uLAEA4SAYBqj3kv0HED9OzIsz4qMW8QyGrjrG5N3/hOL3/Vri2uTb9n68ctARgN0iIzOdky9lEl0z1/11XzNur8xDebwJ1f0jsktKi20H2VE6wdKKUi7/yhH04yj9KjzjlpFx2DkOm2WUj5RzfTIw7j0w1BtnwJXVzuGab6rQF8IswQf7R3BMWhyGJqyoHRQPDvRGrJzuSZkJHsFdUonJbqzIRduIeer6eMxqdSsx6yt/A7sA8aAuJ6FdQ6dgfR5Y5GpgwiqYuWtpkglbOt0D6Q/0DaOBt08Eo6TzbEQ9c4QQQoiEq+Zn46mj52FerKOeeZJW7fawcsRiRZpB4/G54QkLLvlcOLDrirIsXF6WRYFdJKR0SgUeXFE0NSrD6aHtdWgQeQBwbHo8jk0TL724r28Yz1a1BP1BJSGEEELIdGQ0upeh6OvzLfiht9d9oEhUVHAz+/jqlltucctG9uKLL8IuczT2XCNYglFgOudkQp0Ue3uHsbXLe8eKE/+63VXDZDBUKK/Cw3WFLxTYBTjWV2sAWYxc+RLYBQD3bj0Eiw/7wiWf7w55IJw/2SEAoH2yg1Psns0O4KJP9+B3O+rwq2+qkBWlwwmZ8X4tS2gR3kqvSAVT+Hs0uvyrfdjgpZNVKOhMaI+LUgdjLLz7wqYydwVhzq76xy14qboVHZNlznzdJjd1DODiz/bgos/24Pc76z22GYudw2u17Xi/qUu0E/t13r7GcYDZasNvvqvB8jc2YvkbG3HHdzXoGB0XfAb25O4GwdJSX7X14eWatqmOe1epBg1UMko8BfXsJrE4obccmbuC98zPDuDX37qXkfW3BFqo/XphNhYnmvD3qhbUD43BYufw6sF21AyMBrXF/3PJNNc+Oo6Nh/sB+BawZQrK/u67A/3D6DFPYIsP1wgAUCZSGlSOWI3378rfR+UGwXSOTeCJ3Q14YncD7JxwGT8Fw2BlcgxOSPfvfOONv1XfMo1av/dUf0viypWoc2SjOyo11uM9pcxgObHjxJbOftnt6B23okoiwNUpBNW1Jd255aBfnwvkkfa6zERcMT8LJwmU4j4qJRbHpMV67Gu1AyP4l8C5LJCtZ9RqEw0+AoB/HmzDbzZ7Xz91A96Dn+TuW1KTOd/b2jUQ0sAuAFOlUuVmHPPVfwUCSKXO98UxBnzd3odPW3rwUXM33mmQLnUbSULHizitCjcuyvF7ngMTFsF9Tq9UQMPbuA4KbI/eAtLmKgruIoQQQrxYmhSNvx+3AA+vKMKSJJNbrecLi9KQrHcP7rJxHC7+bK9bGn6n6xfl4OKS9JC3mRDAkQr9lgr3MoxjNjtu+65adFT0jeW5MEikRn7+QCtu3Vgd1HYSQgghhExH2dnZbn+3t3s+mJdy+LB7p3dmZmbAbQpEbGwsVqxYMfV3V1cXamqEs7bOdUIdmkKP7Z2dyM9VCZeD86WjS63w3ntSEmOQP0MfhTqDiRwXfOR7Sb5gESubI/TqmEAUja99vFoFiyhV8EvSODtmpH5N1+374s/24BsvGZDECHW4eAsGqB8a88h65hTIICJvmbuEfl+xAIToIAd8TP0mIt+P4zgMW6x4rbYdHzZ1yV4P/RNWPLW3CRd+sgtDE9aA1l/twIhbxjLAkbHkmf3NqOobkT0fDsBnrb34uKVn6rVPWnrwq6/3Q+gQ9+rBdnQK/HZP7mkUXUaaXoPPWntF3w8FXzvhQzEgbnvXoNtAvWlwyBakVrDQKhVu2wAAPLPPM2tlMLVNZlFK0XsOwBWiUbBIM2hD2SRRo1Y7BiesYH3csgL5yXOjvGePbeYFWAuVQ/Tmtk3Vgsf449LjcE5+Ci6bl+HzPP+yZh5S9WrJaXZ2D/mV3XRBfJRk1i4OnkGsTgqWCem1057J7D5iJYTlHGfeEyjPDADfTgZDyvUXgayzfOEOOPUno8/lX+7F/r4hJGrVSNRKb1NCntrbiNcPHcZ3AgHPv1mSj0dWlqCUF4T5bmMX/rC7wWN6oXNfsPxxj/ff64ldDbICwEa8lP50Gpdx0yN3XoFwXqJ/wjsHBYvQ9Ym3ALgvWnvxaWsPvmjrDShrV6gJHVLULIuFCZ4Vi6RkG7X4QUEqfjkvA4sTTB7XAwDwZVufxzYjtAVVBLns/WxBZRkJIYQQGRiGwXHp8TguPR4XFKTiz3ubsKt7CD8pcg/Usto53Lu1Fs0CqZlvWJSD8wtSw9VkQgAAp2YnYmf3IN52GVlSNziGR3bW464lBR7TJ+rUuHpBFn63o97jPacv2/uwob0PqwRGjxFCCCGEzBbR0dGIi4ubysDV3d2NsbExt+xXUlpaWtz+zsvLE5kyfPgBa83NzSgpKYlQa6Yv4cxdnq/ZOEcZN365Ml/Jzf5QnhCF7zoDW5YYlmEiHi1gieDixbIehaocSFmcEYdHxzEU5I4u59fw5acMZgeYt+UOW2z4qr0PawWyt8gpISSm2yzdSfqJzPJTDYNjggP1fMFfBc7DiWipTA74xRd7cWgycGe/QDCV1GodttjwcUsPxvwsawk4yvzs7A68w9HOcXiuqsXj9cZhM9T+ptbhEQrK89Wi+CifOlilsnIItccOLrC0LCJ29gxCxTJIN2rDVu7TV+83deHsPM/yzd/4GEwiRSqoJc2ghZplMOEl0GDcZseqNzcFrU2+4gCM20If6ODkz7ms1YdSd05ftfdhcaIJ352zUvB9f7baKydL0bmKESjn6k9Q5ZetvZJtOjQ4KlrqkWWYkGbxnAqEESz9Ki+o/G8Cx2N/OEuMcxyH/zZ2oWl4DKdmJSLXFJmS8/7aEeB5TizQDwBGLTbEalSyr+n9CZ4Mpn/Wyhu0FMzr4CBdBkhyDjII5JrSV94CdWWM3/GbkmH8zvbLx8GzpPXhUTN++ulun+bTOGxGY207NArWp+1HqJy2MhwbzQxEwV2EEEKIjzKNOjy8ohgD4xYYXEbaTtjsuHPzQXzR5jmC8NcU2EUi6PryHOzrG0atS3rb/zV2oSLBhO/nJHlMf2ZuMj5u6cH2rkGP95zu2FyDD05bAo1Eli9CCCGEkJmuoKAAmzdvBgDY7Xbs3bsXS5culfXZXbt2ecwr0pRK90eBExOhGzU+kwllH9IpPK97OXBBKRdRFmdE45Bw6XRX3jqrA2EJdz2daWbtO5sFM2mFKivHtq7BUMR+TAVXhSJzkBxyNqNXa9o8grt6zBO447vQZRJ8fFeDx2sM49jXD/QNg2UcGVju3FzrMd0PC1IRo1GCZRh82Nztdl8th/OnyDQKZwna3Nk/FdgFAP8S6HD1FnA2brNLlmiSIxjbOgdgTCRgJViHmGAEdzXION66klrk5WWZHgGSodr9HtpeBwC4pCQdp2YlhmYhAdrdM4ytIQpCdhIKwHZyZDSSNx+5ZQdDYXvXIP5Z61sJ4UDsk1FWj4+fyUuuP+xuxA8K0zAwbsGYzQ6rnYPVzskqDSmXWeA448+v2eOlRNy+XvH1pmCYkJ5rnccdoeBSG8dBwYU/6OHlmjY8NZnF67Xaw3j7lErEaFQAQnPci1ErYbbZZ0RpNuc2GepyneGy4ewV4DgO9209FPC8nMfkYJy/vXEe10MZUMUnFX/UNmIO6bkmmMcgO8fh7qUFGLPaYOccx9Q/72mEv3kjgxEYqBW4/yZUlpEQQgjxW/TkzQsAmK023Lyx2iOwS8kAN5fn4gcU2EUiSKtQ4KHlRdAr3S/9PmnpFnyAyzIM7lyc7zG9q1GrHc8faA16WwkhhBBCppNVq1a5/b1161ZZnzt8+DBaW49cK+Xm5iItLS2obfNHR0eH299xcXERasn0plcqcGFhKs7PT8E5eck4MzcJKoEn93YuOKPQD/aPeA2u4jgOq1NiAl+Y2PxDNufpK57X0SzUIfdek7yMT49KZD4WE4p17pznQR8DkPj83azldDK5TjFus+Pdhk7cvaUWgXQB3VwhnRlRKDCSBWC22nHp53tx8Wd7cMnne9EikIU9K0qHi0sy8NPidORGec/cOMYLsnJmWBIrAfeZjMxp3oK7Nh32r7Smqz6BZfiaWc7OcaJl8YKVWSLPpMPPSjNQEEDGGF+zs0ntD+kCv2uog4aeP9CKIUtgGeYAIN7luWYwXfW1e6alkzI9M/UFQup8+fD2uqBta6H06M56t47vFC9lBwHAMgMCXJzaRsz4+Rd7ccb723HOhztwwcc7sb6+A9d9UxWU+ZsFUmaFO0ZdwYif8yoTfStjJsQZCCN0/EmTWX402J5yKc9ottnxUk3b1N+hWP0Xl2Tgt0sjPzjGyaQSD1B07s+zJbhLwTCoGxzDJoESlL5ynhPDEZByZJ8Mze8gdD/ISPzm27sGMRJg8L2UYM/5lKxEnJ2XgnPzU3BefgrCeYfID8i7en4WEnW+l0+dCyi4ixBCCHExbrPjq7Zen0Ysmq02XL/hADbyLnY1LIPHVpXinHzPdOSEhFtWlA63V+ZP/f3T4jQ8tqpU9AYkzaDFdQtzJOf5z9p2WRkGCCGEEEJmqrVr17r9/e6778r63DvvvCM5n0iw2+347rvv3F7LysqKUGumtxiNCtcuzMEN5bm4uSIPt1XmC143cxwXlEwFYza71y4IO4BodWg64ueqnnH34Ah+iSdfCGURiQTDZGZlocxEGjb0XQFyS8VZ7HbYOA5DE1bcv+0QtgSY6adrzPcshIzMrCu+ljsc4U0/OGHFyzVt+I9IOaf3m7p8mr+QTSHOlCQXByBZpCPOn27WJIF55Ufr8Yt5mSiIcQ/uigtRoBIgnblLKBMJB+AHBakh6lp2aPEzq5KrY9PDE+DND3gMlNUuPL8N7b2iJfSmu16zdAYpAPigWV6w8XRw1gc70MjbRq0chw4/jtXexKiVuLE8VzDoIpT+uLsRf3YJdnKK1SixJjXwfevdhk4MTlgFjz9RaqVguXC+S4tDO7CkyiUjnJz2+MoepOvsYDk7LxmVCcKBe3+vasWzVc3Y1uV+Pk43aLA0KToczfOJt0x6HMfh5o0HAro2nprX5P/DkrlrMspzYML7MdUfQsHFUt9KqpTndNM/YfHoEw1hXJoH6+Sir12QjaeOnocTMhLCt/AZhsoyEkIIIS7equ/A47saUBZrxJXzs7DEy8W32WbDDd8ewLZu9/J1eiWLx1aVoDJx+l28k7nrxMwE1A6MYkF8FI5KjfU6/ek5SfiirRcbDvcLvm+eLEX69+PmQxmGjgJCCCGEkHArLi5GUVERamoc5cIOHTqEL7/8Esccc4zoZ8xmM/71r3+5vfa9730vpO2U480330Rn55FOz8LCQqSnp0ewRdPfoYFRPLarHmabfaqzwJWNA96sD85De299khzHhaVThMxsUtvRuEhAhBAG/o3Vl9MJu7d3GEet/w6JWhVuKM/1YymeDo/6HujCQF4w2qiPwV1827oGsa1rUPR96zTquA4Ux4mX0PHna7576mL85JNdqHHJRFfVN4yhCRuaeAGM6hDWYBIqi+aKhXv2DBvH4aTMBPx2S23IsngZJTLIyBWuDDOrUmLxdXvg2eWcxDJ3HegfCdoywk1O1qmZk7dLWKiCdHKidJMZZsLLDuA1gcCN8gRTULK6ftjcje1dAzhf4LtxkLfNsCLPak/PSQp+IGQIfl87x02rwKge8wQyjFoMTFjcyikDwNeH+/A1L4vm4kQT/rC6FAyAo99yH2ATaVLlbVkAv9tRj/bR4ARjOs+D4bjcaRwewxetPdgjUVI12JqGx9BdPwGWYaBgGGQYtVgYHwVgZp2XXq5pR+3AKB5fXTp1fXB8Zjw+kJnFOFhK44yoEAmiJA7UC0cIIYRMMttseLHaUTplX98wrvp6Py79bA+eq2qBWeBh3rjNjhu+PYCtvMCuKJUCfzp6HgV2kWnpivlZsgK7AMdI5tsr82FSidc3r+4fwXNVLcFqHiGEEELItHP11Ve7/X3fffdhYEA8S8pjjz3mVpLxhBNOwLx580Snf/PNN1FcXDz1309+8hPJ9rzyyivo7e2VnIZvy5YteOCBB9xeu+CCC3yax1x037ZabOsaxL7eYRwUeDg/MGHFc1XBKVXuNXOXzBKQJrX4tTsJnekSnxOsQBJ/gwhcl+8tK1aX2YJXXEo6hdu9W2tx3oc7vU7nGtwVrt/59OykMC0puD5q7sYHzYFnInNVwysx+n5TN/6wuwH7+9yPySM+lpD0hbdDLz/w1rnph7I8YzDmvb0r9BnfYjUqJGiDm1VNrOxi20jws0KR4BEKhAqGttHxkMzXX0XRBmwOQik7wHGefO6A53Umx8k7H4llNOwzB2dfcW1DKIIPh4KQNUpMlEqBy0ozfPrMZ62O7ID8wC4x0WolNAp2WpaKlSq7bAewvr4jaMtyXg+KZV0Mpj09w7j9u5qQL8fV7p4hPLi9DvdvO4R7ttbirSCuu3Db1DGAb9qOBCnWBljm3R9CA6qIOwruIoQQQia9Xd+Jbl4a7Kr+YTyzvxnnfrQT/2vsnLoYnbDZccvGA9jKG30ZpWTx5zVlmB8XFbZ2ExJKiTo1bqzIk5zmhepW7O0dClOLCCGEEELC66STTkJFRcXU383Nzfjxj3+M6upqt+mGhoZw33334cUXX5x6TaPR4Lrrrgtqe1577TUcf/zx+M1vfoONGzdiYkK8g6aurg73338/LrroIoyOHnk4W1JSgh/+8IdBbddsY7XbUeUSPCDUBdIRxA5FbwlU7ODwSk0bMgwapOnVooFe/zmpQvgNIsulJen45bxMXF6WGemm+MXOBZ5pCgDS9MKl9bxx6+iV0TcTvMwKvqdJGbLYMCCj47hzbAJP7m7AH3c34JOWHn8a5zOG4aBkGKhYBuowlxoLhNxsMnI9uqMOchNySXVUB0ookKq6fwQvVrfi5Zo2XFScjlsrcvG/Uxfj3VMqEatRonlYXue/v6xc4J3ktTIDFALx31MXY2F8FJK0/h1ThFgEAgS+PdyHdxt9y0QU7jJ+UgwSgypng98uLUCWURuSeadMnq/klNkNBw7i2eX8YbZ5bu9ySyA+srNe8PVQHC1DsfpfqGkLWWAUB+Cwj9fxvgbVOrM+zvVgFYuNw+u17dgQpKBHKb3jFtjCvLobeZlEP289MgjLGOJje5peE/R5Pr2vEQf6hrG/dzio97pyTZdj+XRGZRkJIYQQuGftcorXqNAz7gj26hqbwMPb67A0KRrxWjXu2lyDjR2eI9zWZiSgOMYQljYTEmyjVhsYADql+43HSRnx+LK1F5+2Cj/IVjIMmofNFNRICCGEkFmJYRg8+eSTOPfcc6fKGtbU1OCMM85AWVkZMjMz0d/fj927d2NkxD2TyP3334/CwsKgt2l0dBSvv/46Xn/9dSiVSuTn5yM5ORkmkwl2ux2Dg4M4ePAgOjo8Rw5nZWXhmWeegVJJjwWlyOkYCGZlcm+L4zjHKHpv7Xp8VwOMKgWGQxjoMFvlm3T4WWkmlJMd/n/d1yz7s9OlH6Ik1oBe3qA1J6NKAaudE+wo5vO3Y9qXzF1OX525HNd/W+UxeM43ofsBvuvoD2ngkJAr52fj9sUFU38vf2NjWJc/HRRF6/GfOs9zmLdgt6NTg1sCEAD2CQQh7ukZwp/3Nk39PS/WiOXJMdhwuA+P7mwI6vKFWGdIjb4ffbILHMdhwh68fUjo+CT0jNabp46eh19+uS8YTQrY9AkzC40v23pD1mHvzCwjVWYu3CZCnKFo2GLDa7Xtfn8+WMFGHSPj+OfBdhyVGgO9MjRBLP9rDG42SKdhiw3/9WHeZ+Ym+dyWQ4Oj+O2Wg9Nq24wEi92O3+9qiHQzQoafyc11kEWCVo1hS+gCqUORubB+yIyLPtsT9PnKFcqsp7MFPcUhhBBCIJy1q3fc/e/z8lOQqFXj0Z31+LzN80FRtFqJS31M50vIdFE7MILbN9VgfnwU7lpS4PYewzC4uSIX27sH0cfbL/JMOjy4vAg1/SP4vLUHx6XHh7PZhBBCCCFhkZycjOeeew7XXHMN6usdo+A5jsPevXuxd+9ej+k1Gg1uvfVWnH766SFvm9VqRXV1tUcmMSHr1q3D3Xffjfh4umbz5ocf7/Q6jT2MnTU2Oycr4OyD5u7QN2aWMqqU+O2Wg2AZBiwDxKqV6JNZEogD0D4S+dJQRpUSA+PCbR622JCkU8M85r0cU5dIgJg3zv6Yf9e242/75QXHaRQs1IrAIiW3BRQYJi3cgV2AI3hl3GbHM/ubcShMJXEMSgVGgpD1LVj45Rid+iesSNSq0SVSVmzj4eAGdgFA/ZBnxyy/83F/3zDO+mAHTsoMz/l1pmS2aJhcdypv6Sl9EKxAibYRc1DmEwz9ISw/Nx0oGCaoWf1cjVrtuG9rLW6tzENRtF702BEuds6OHd2hq26gU7BQMMB3nf6XVQ3W7tg6Oo4ndjcgRV+EhfGhGfD7tEsQbSSVxRrRNTaBDKMWhwZGZQWkd5sn8H5T6DMkTnezPVgnWq0UzQRbEK2fOg8SecKdeW0mouAuQgghc55Q1i7+RZlBqcBFxel4/kAr3hAYOahRsPjT0fOQEoJUqISEEsdxeKehE4/trMe4nUPjsBmLE004LTvJbboYjQq/WZyPGzYccHvdZrfjid2N2NTRjxi1EhUJJsRoVOH8CoQQQgghYVFUVIT169fjz3/+M95880309HhmNVWpVDjqqKPw61//GsXFxSFpx3333YePPvoIGzZsQHV1NaxW6Q5Bg8GAE088Eeeddx6WLFkSkjbNNvt7h9EqI1Cnfih4HcPe+tnGg5j1hAiz2jl87FJ2T+w30bAsxnlZORqGxnD+RzuC2h4Vy/icQYvjOMRpxe/HOmUEdgXCznHoGpvAH3Y1yM6l9cahw9h4uD+g5T7tQ5a1mcBq56ZK/oVLoJ2v/myv/rBzEA3sAgBrmDoFxYKrNGx4yutZQ5wZKNgsQerc/8FHO4MWKPDAtkNBmQ/xTskwWJ0aixiNEpv8yLLmTefYBNbXdeD8glTcH6bflQUgtBc+W9Uq8GrwjNnsAQc0+xs0rGCEAy9YhglZBtNQlWX01QPb62BSKfD46lK8U98hK7hrjifsmjLbg3WOS4/DW/VHygIvS4qe+vc02XxnlF7zBPrHLdApFdAEOPhjtqLgLkIIIXOeUNYufrT9T4rT8HlbL/6PN/JUxTL4WUkGSmINVI6RzEg9Zgue2N2IcZc7zkd21KM01og8k95t2qNSY3FuXrJbaYTG4XE0Djs6vvonrHhydyPuXuqe+YsQQgghZLbQ6XS48cYbcd1112H79u1oaWlBd3c3DAYDUlJSUFFRgbi4OJ/mefbZZ+Pss8+WPf3ChQuxcOFCAMDY2BgOHjyIlpYWdHV1YXR0FAqFAgaDAbGxsSguLkZubi7YYNYPnAMGLfIyaOzv8yzVFSo//2J6lI6azRS8cm9i/TE5Jh2q+0c8Xp8Ici+eP4EywxYbHtoeuYCFV2raoGAZn4okPrKzPmTtme6StCp0CmRJs9jteLaqJaxtkVOuU4qCAUxaFQYnrGEJ8gong0C5MbHsUTUD4TkvBPt448QglEVOAyeURQ0AfjkvE5+2dqN2QF6GlHAFI04XapYJ2TYjR1mcEaNWGwZDlKFsc+cANgeQycofkQyvDHTb9Tc7Z2VCNLZ0ea7nV2ra8MDyooDa5ItgHKeMSgUKovXY2SM/y9qgxYb/NnTi4R11sqYfnUbZMCOLQ2WiCYdHxn0uI6hkGJ8C/CKRhTRGrcLypOipzL9FLn2E9ml9Rp2eHthehwe21+HGRTk4ryA10s2Zlii4ixBCyJwmlLXLqFJg2CXtfpxGhZwoHW7fVOM2HQPgt0sLcEJGQjiaSkhIJOjUuL0yD7/ZfHDqNbPNjts31eD5tQug4z3E/NXCbGzvHkTdoPADs/eaunBBQQpKYo0hbTchhBBCSCQplUosW7YMy5Yti2g7dDqdW7AXCQ5LBDKiDE5Id0TIySQGAJUJJljtduzuDV/g2Wwht8yZUGDXdPFpSzc+be2N2PI/avHMaEiEZRg0uLUiD1d/U+Xx3h93N0agRYFRMCzeO20JavpH8JNPd0e6OUHFCXTOtot0UFf3h6ckXKhOUzO1G9pit8Nslb9SZkpgl17BYjTAwEvAURYxUr/uqycsRHX/KB7b1RCR5c9GkbhO7Rgdx4qUaCxPjsZTvFKJUSql4HEyVIKxpGGrzafALqf7KOOfzxQsi6fXlOFfB9vxh90NPn3W18xt82KNaB81oyWMpdKzo3S4oCAVIxYrwDgq/HSPTSBGo5x2mbvEMg5OR4EOOpjNKLiLEELInCaUtcs1sAsAzshNwn1bD3lc+Fy/KIcCu8iscGJmArZ3DeLN+iMZueqHxvD7nfW4c4l7Fi6tQoH7lhXiks/2eIz6i9OocHNFLkpijRiasCJKTZeahBBCCCFk5tkXgcCoYD37X5kSjaZhMwV3+WHvLFhnwSpPmGHQhLVjbC65pSIXn7T0oGXY7JEd3mlHd2AltyJhxGrDls4BLHUpRzRbjFntGLfZp8oD/fNgG95wyWgeCZQNxJ2V4zA+DTuCAw2pCtY3unpBNrZ2DuDztvAH/47b7Lhna23YlzubRSLooXFoDH/a0yT4XlGMftoFsZDpw2K3457NB7E3DBmPGQbQhrmUn9jx7ZUTFmJimp2XCmP0YQtCD9S/atvx46I0MAzjfeI5hnKyE0IImbOEsnbpeBd/KXo1Pmjs8kjnenFxOs6ntKBkFrluUQ4Ko93LMP63sQvvNXZ5TFsQbcA1C7IFXtdhZXIMntzdgPM+2oEe80TI2ksIIYQQQkiotAybI90Ev+3vHcG7DZ7X8GRu6A9SyauBEJXOIsDvdtRjW9cgOsYmsEckoHB4hpZymq0BHByA/zZ0Tv39xDTIrCZWFnKuerG6za0U1mwRrAxNj+6sx1aBcnrhcMnne8O6PDU7uwMB0g0aZBl1YV/u1i7xoGMrF868XWSm6R+34r3mbjSF6f7K37KjwcYBGJiYHm1xmimBXQDQbbbMioE3oUDBXYQQQuYsoaxdY7xoep2CRfuYe4DKCRnxuLwsM+TtIyScNAoWDy4vgl7pfnn4ux11qB/0vPA/Nz8Fq1Ni3F7b3DmIsz/cgVcPtqNv3IoHt9WBo6FbhBBCCCFkhpnR/YIzue1k2uBnNCdEI+PA2DU2ewd4be50BMZ80To9So8OUgCmh28P90e6CR6UAV5Q2IL4SG1ojhzX+VUGZpvWkXHZ+39BdPCCwKoEsi49d9x8vHj8QlyQn0qZu8i00DU2MW2yZXEcKAtugDrGaP0JoeAuQgghc5JQ1i4N635ajFYrUT/kPqJAxTK4iNKBklkqK0qHWyvz3V4z2+y4/bsamHkjhxmGwZ1LChCvVbm93uMSMPnN4T78VyDzFyGEEEIIIdOZYgbf7xmU9LiXBM7fPtpTsxJgUiuD2hYyTcg8Ls7WAV7OvDTTIWsXELyMTiS0SmZhNjESef0yswFpFYqgLdNs8wwOnBdrRHGMAQk6NSh3F5kO6ofGPJI3RIqd4ygTboAYGrUkiO72CSGEzElCWbvGeQ9GhC6+olRKmDQqj9cJmS3WZSbgrNxkt9fqBsfw2K4Gj2ljNSrctaRAdF4qlsHoDC0nQQghhBBC5q6ZHNyVoNVAyTD00JdExEmZibi0JCPSzSAhoJZ5XFz3360hbklkbO0cxHuNXWgfdc8iwR/wFi4vH2yPyHJ9Fa1WImYOB3we6B+JdBPILGSTGURrCWIWM6HA7e86+oM2f0JmKqXA9dHiRBMKovURaM3sMqOzaYcQ3ecTQgiZk9Qsi2iXmxI170pB6ASpUbB44qhSpOg1IW4dIZF13aJsjxuQdxo68Z5AFq4VyTH4UWGqx+smtRIvrF2IY9Li0E4piAkhhBBCyAzCzuDgrguLUvHt2Suw8ZyVkW4KmYMOj5opo9AsNSqQtUXIbM1SMWK14Z6ttR6vj9GANkkjFhv6Z+k2IUcwg2vCjTKBTl82mdtVdRCDC+MEBrs3ulQ8maVJGyPCqAxexjUSekKb/s7uIShZVjDwi8jHUuYuQXR2JoQQMiedlZeMt06pxFXzs6BVsJjg3RTxH0VmGLR4eEURiimdNpkDtAoFHlxeBD3vQc4jO+rQMDjmMf0V87NQGuu+bwxOWPFiTSt+8NFOPLj90KwtzUAIIYQQQmafmTxK+Pc76vHgtkN4vXZmZHUhs4vFzmHEMrOCXRTTbH8/MTM+0k0QZKNbekGjVgpmlGKlZ0EzFm3b01ck9iuhEo+vHWrH+roO9I1bqChjEA1T0PCMIpRJT8UAL1S3eiSUIL6h1SeMgrsIIYTMWXqlAucXpMCgkh4N8b3sRLy+rhyrUmLD1DJCIi87SodbK/PdXhuz2XH7d9Uw824yVSyL+5YVegSDfdDUjTGbHZs7B/Bhc3fI20wIIYQQQkgwzOTMXR+19ODthk5sONwf6aaQOejTlh70T1gi3QyfxGnUkW6Cm3S9NtJNIIQQCtaZxkYjEERtFcgW1joyjod31KFjdBx2CuQkc5TQXaOV4/CXvU0YtdmRpFNTwgg/xQhkDCTA3C12TQghhABYX9eJHrP4g8d8kw43lefO6If7hPhrXWYCtnUO4O2GzqnXimIMgg94Mo063FKRh7u3eJYpAIAndjdgZUoMotV0UU4IIYTMVl999ZXHa2vWrPE6TTDwl0NIIGbD/d+Gjv5IN4HMQTt7hrCzZyjSzfCJdpqVHpugspaEEEIkNA+bvU8UZFLZwmb+VTMh/kvRa9A+Ou72mtVld+kcm6ASzn7KNeki3YRpiYK7CCGEzFljVhteqG4VfV+nYPHg8mJoqc45mcOuL8/Bvt5hNI+YcVN5Lr6XnQhGpLPr5KxEbO4cwP8auzzeW5MaBxYM+sctNOqCEEIImaWOPfZYt+sEhmFgtVolpwkGoeUQEgjqpCJk7phuJXNePUglVQkhhIgTKgMXakKZu5yu/bYK/3fM/DC2hpDpQ8515NAMK1k+XfzfvibcUJ4X6WZMO9NrWAohhBASRv85dBh94+JZu26rzEMORYeTOU6rUOChFUV4/rgF+H5OktfO2BvLc5Fl9CwjsSYtDi/XtOHM97ejbnA0VM0lhBBCyDTAcdzUf3KmCcZ/hATTNIv1IISE0KHBMcGAzukW9BVO5+Yl47TsRKTpNZFuyrSxONGEdAOtD0JI5GkU4e/aH7OJD6TpG7fiO8oYS+aoHon+RRKY/xzqwMAMK/ceDhTcRQghZE4Yt9nx1J5GdEymSB2x2PBSTZvo9KdlJ2JdVmK4mkfItJYVpUN+tF7WtHqlAvcvL4KK9yD85o0H8I/qVozZ7Lh3ay2sVGqCEEIImZXkBFpRMBaZ7hjK3UXInBIrkF3aIpGlZLZzZuRu45UZmst6xibQSx24hJBpIBIVET5v7ZN8/7FdDeFpCCHTzDBl5QoZO4BeM1178VFZRkIIIXPC2/UdeKmmDf+qbcfpOUnQKlgMTAiPOGEZ4BfzMsLcQkJmj+IYA66an40ndjdMvWZzeS5e1TeCF6rb8LNS2s8IIYSQ2eT5558PyjSERFqeSd7ABkLI7CAUtDN3Q7uApmFzpJsw7TTQOiGETBNbOvsj3QQPSgawzuUTJyEkJFgvVWTmIgruIoQQMuuN2+x4oboVgGPk5Rt1HVBIXBTcWpGHFL1nWTlCiKfm4TF82tKDi0vcA7V+UJCCLZ39+PZwv+DnnqtqwVGpsSiOMYShlYQQQggJh4suuigo0xASacemx+GB7Yci3QxCCCGEEELcDEzIyxSkYhhYwpQxmQK7CCGhMIerpIuisoyEEEJmvbfrO9DNS99pE7mxOT49DmfkJoejWYTMeN+29+Hiz/bg6X3NWF/X4fYewzC4c0kBErTCqcJtHId7thzEhI3KMxJCCCGEkOlFo6BHpoQQQgghZOYKV2AXIYSECguK7uKjJxWEEEJmNbPNNpW1y0ks2jvHqMU9ywrD0CpCZr6Xa9pww4YDU3XlH91Zjy2dA27TxGpUuGdpoegl+KHBMfytqjnELSWEEEIIIcQ3ahoiTAghhBBCCCGERAxVZfREwV2EEEJmtbfqOj2ydtkFBq0oGQYPrCiCiqVTIyFyJOrUcN2VbByHWzdVo35w1G26JUnRuLgkXXQ+L1e3YU/PUIhaSQghhBBCiO8YhqGHpoQQQgghhJCAGJV0V0GIvxQU3eWBjiiEEEJmLbPNhhdr3LN2LY6PwrFpcR7TXlKSjoJoQ7iaRsiMty4zAT8tTnN7bdhiw/XfHkDfuHtA5WWlGVgQZxScjx3APVtrYbbaQtVUQgghhBBCfMZS9i5CCCGEEEJIAEas9kg3gZAZi2K7PFFwFyGEkFlrfV0HevhZuxgGX7f1ur1WYNLjIonMQoQQYVeUZeG4dPdgybbRcdy8sRrjtiM3rkqWxb3LCmFUKQTn0zxsxp/3NoW0rYQQQgghhPjCJpTymRBCCCGEEEJkojsKQvzHgqK7+JSRbgAhhBASCmarDS9Wt3m8vqN70O1vFsAdi/OpHCMhfmAZBr9dUoCO0X3Y3zcy9fruniHcv60W9y4tBDM5vCLNoMXtlfm4/bsawXm9dugwjkmLw5Kk6LC0nRBCCCHTR3V1NXbt2oWuri4MDg7CYrF4/xDPXXfdFYKWkbmMOmIIIYQQQgghhJDIYCl1lwcK7iKEEDIrvVHXgd5x751CFxalYZ5IuThCiHdapQK/X1WCSz/fg8OjE1Ovf9Tcg1S9FlfOz5p67fiMeJzZmYS36jsF53X/tkN45YRFMIhk+CKEEELI7NHf34/f/e53ePHFF3H48OGA50fBXYQQQgghhBBCCCGzA0uxXR4oTQkhhJBZZ8xqw0s1rW6vCV0DZBi0+Pm8jPA0ipBZLF6rxmOrSqBXugdlvVDdildr3DPo/XphDvJMOsH5tI+O48ndDaFqJiGEEEKmiW+++QalpaV45JFH0N7eDo7jwHH+5Uny93OESPl3bXukm0AIIYQQQgghhMxZlLjLEwV3EUIImXX+c+gw+satbq/NF8jOdUtFLrQKyhBESDAURBvwwPJCj4vLJ/c04n+NRzJ1aZUK3L+sCBqRYRdvN3Riw+G+ELaUEEIIIZFUVVWF0047DR0dHeA4bqqEM4CpIC9f/iMkFIYtVu8TEUIIIYQQQgghJCQUFN3lgcoyEkIImVXGrDa8zMsUxADY0zvs9tqJGfFYlhwTvoYRMgesSonFbZV5eGB7ndvrD2w7hCiVEmvS4gAA+dF6XLswB4/srBeczwPbDuHVExchWq0KeZsJIYQQEl7XX389hoaGwDAMOI6DUqnEueeei1NPPRUlJSWIjo6GSkXXACSylPQQmRBCCCGEEEIIiRhGsCbT3EbBXYQQQmaV/xw6jP4J91HW/PH8OgWLaxfmhK1NhMwlp+cmY2DCiqf2Nk29ZuOAO76rwT/WLkR+tB4AcHZeMjZ3DuCLtl6PeXSbLXh8ZwPuWVYYtnYTQgghJPTa29vx4YcfTgV2ZWVl4b333sO8efMi3TRC3ChYKnZACCGEEEIIIYREikjxlzmNnlQQQgiZVY5OjcNJmfGS8dyXl2UhUacOW5sImWt+UpyOnxSlub12Zm4yck26qb8ZhsHti/OQLLIvftDcjc9ae0LaTkIIIYSE11dffQUAU+UYX3vtNQrsItMSlX8ghBBCCCGEEEIih6X7cg8U3EUIIWTW4DgOH7d044qyLLx64iKUxhg8psmN0uHc/JQItI6QueWq+Vk4PScJAPCLeZm4flGOx8V4tFqFe5cVigZjPrS9Dp1j4yFuKSGEEELCpb29HYAjyHv+/PlYtmxZhFtEiDAlPUMmhBBCCCGEEEIihjJ3eaLgLkIIIbPGyzVteLaqBZd8tgeDE1akGjQe09yxOB9KuiIgJOQYhsEtFXl4fFUJflaaAUZklEV5ggk/4mX5chqcsOKeLbWwc/ziqoQQQgiZiazWI+XTS0tLI9gSQqQp6J6REEIIIYQQQgiJGMrc5YmCuwghhMwKX7f14s97mwAA/RNWXPnVPnzW2us2zamZCVgQHxWJ5hEyJylZBqtTY71Od+X8LGQZtYLvbe0axCs1bcFuGiGEEEIiIDMzc+rfdrs9gi0hRBqVZSSEEEIIIYQQQiKHApk80TohhBAy43Ech+erW+Ga28fGS/QTrVbiukU54WwWIcSL+sFR7OkZgoJh8MejSqEU6UR7el8zqvqGw9w6QgghhATbggULpv7d2NgYwZYQIo1GCBNCCCGEEEIIIZEjVg1mLqPgLkIIITMeB+CPR5ViVUqM6DRXz89CtEYVtjYRQqQ1DI7hyq/245pv9mNb1wBSDVo8tKJIcFobx+HOzQcxarWFuZWEEEIICaZ58+Zh6dKl4DgO27dvR0dHR6SbRIggytxFCCGEEEIIIYREhoJuyQVRcBchhJAZrXNsHOd8sAMfNHXjoRVFOD0nyePktiDOiO/lJEWkfYQQT41DY7jy633oHbdg1GrHdd9U4fPWHqxJi8P5+SmCn2keNuPfte1hbikhhBBCgu3uu+8GwzCw2+24++67I90cQgQpWHqSTAghhBBCCCGERAIDuicXQsFdhBBCZrTnqlrQNjqOR3fW48KPd2FTRz/sLu+zAG6uyKOyGoRMIy/XtKHHbJn6e8LO4fZNNVhf14GrF2SjMFrv8Zm16XH4SVFaOJtJCCGEkBA49dRTcdNNN4HjOPztb3/D448/HukmEeJBrFw4IYQQQgghhBBCQovGWwmj4C5CCCEzVtPQGN5t6Jz6u3VkHJ1jE27TnF+QiqIYQ7ibRgiRcFN5Lo5Ni3N7zQ7g4R11eLmmDfctLYRW4X6ZuqmjH52j7vs3IYQQQmamhx9+GPfddx8A4KabbsJpp52GL7/8Ena73csnCQkPKgFBCCGEEEIIIYREBiXsEKaMdAMIIYQQX41abdArFfi//c2wceLTsQAuLU0PW7sIIfKoFSweXFGER3bU4a36Trf3ntnfjF7zBH69KAcPba+ben3Uasd131bh1RPLoaRhG4QQQsi0tHbtWp+mj42NRW9vLz744AN88MEH0Ov1KCgoQHR0NFhW/nhEhmHw6aef+tpcQkQp6EEyIYQQQgghhBASEdQFJIyCuwghhMwo3WMTuPjzPTg2LQ6ftPRITntiZgKi1aowtYwQ4gsFw+DWijzEaVT4+4FWt/f+U9eB1SkxKIs1Yl/f8NTrjcNmPL23Eb9amBPm1hJCCCFEji+++AKMj0ExDMOA4xwjNkZGRrBr1y6f5sFxnM/LJMQbGiVMCCGEEEIIiVIpMGSxRboZhMw5Y1Y7WofNSDdqI92UaYXKMhJCCJkxLHY7bvuuBl1jE3j90GHJaZUMg1srcsPUMkKIPxiGwS/LsnDjohzwu8++PdyPzrFxj8+8fLAd27oGAAB2TiJ1HyGEEEJmDIZh3P4jJNIUNEyYEEIIIYSQOU9J96eERAQHwEb9Px4ocxchhJAZ48ndjdjdMyRr2h8XpUKvotMcITPBeQWpiNGo8NsttbC6XLB3mS1QMozbawBw9+aDuHNJAf64uxEPLC9CjkkX7iYTQgghREBWVhYFZ5FZgTpxCCGEEEIIIX0T1kg3gZA5izJqe6Jeb0IIITMCx3FI1KnBArB7mVavZHFJaUY4mkUICZITMxOQoFXjlk3VGHC5aeYHdgGOoK9rv6kCB+C276rx/HELoFUqwthaQgghhAhpaGiIdBMICQoFPUQOmyyjFk3D5kg3gxBCCCGEEELINEL35Z6oLCMhhJAZgWEYXFScjgsL07xO+4t5mdAqKNCDkJmmItGEvx+3ADlR3jNxOUO+6gbH8MjOenCUopcQQgghhAQJlWUMH6HBHIQQQgghhBBC5jatkkKZ+GiNEEIImTHMVhs+bOmWnCZOo8K5+SlhahEhJNgyjFo8e+x8LEuKdnv9tOxExGpUgp/pMU/AYqdOIUIIIYQQEhwU2xU+bSPjkW4CIYQQQgghhJBpRM0yov1BcxkFdxFCCJkxXj7Yhq6xCclprlmYDRVLpzdCZrIotRJ/WF2Cc/KSAQAL46NwW2Ue7lla4DGtUaXAvcsKoVbQfk8IIYQQQoKDyj8QQgghhBBCCCGRQXfkwpSRbgAhhBAiR9fYBF6qbpOcJtuoxUmZCWFqESEklJQsi5vKc1ESY8DKlFioWBbLk2Pw0+I0vOhyLBi22PD7nfW4d2khGOqEI4QQQma8jo4OdHZ2or+/HwAQExODpKQkJCcnR7ZhZE6h4C5CCCGEEEIIISQyqE6LMAruIoQQMi21DpsRo1HBoFIAAP66rwlmm13yM79akE0P4QmZRRiGwem57h25v5yXiR1dg9jTOzz12kfNPViaFIPTc5LC3URCCCGEBMhut+Odd97BK6+8go0bN6K9vV1wupSUFKxcuRI/+tGPcPrpp0OhUIS5pWQuUVJdRkIIIYQQQgghJCIouEsY1a8hhBAy7Yxabbh+wwFc/NluHBwYgdVuR9vouORn5scZcVRqbJhaSAiJFCXL4poFOVDw+tse2X4IdYOjkWkUIYQQQvzy7rvvIi8vD+eccw7efPNNtLW1geM4wf/a29uxfv16nHvuucjNzcU777wT6eaTWYwGDRFCCCGEEEIIIWQ6oeAuQggh0wrHcXhkRx0ahsbQNGzGzz7bg/82duHPR5Xi4eVF0CiET11Xz8+mkmyEzBEbO/pg4w3dsHDA9d9WwWyzYWDcgo+auyPTOEIIIYTIcuWVV+LMM89EU1MTOM5xYpe6nne+x3EcWlpacNZZZ+Hyyy8PS1vJ3EPBXYQQQgghhBBCSGRwlLpLEJVlJIQQMq180NyN95uOBGWM2zmsr+vA97ITYQOHcYHSjCuTY1CRaApnMwkhEXRxSQb+XXsYI1ab2+vtoxO49LM9MNvsaBsZh4plcFx6fIRaSQghhBAxv/jFL/Dss88CcARtObNzxcfHo7KyEgUFBYiOjgbHcRgcHERtbS22b9+Onp4et8/87W9/g8ViwXPPPRfJr0NmIarKSAghhBBCCFmbHofPWnsj3QxC5hzr5HMiSurhjoK7CCGETCslMQYURetRM+Aor2ZQKvDg8iKMWe14fFeD4GeumJ8VxhYSQiJNo2BxfXkO7tt6yOO9Q4NjU/++e/NBxK9RY2F8VDibRwghhBAJ69evx7PPPuuWieuoo47CnXfeieOPPx4sK5yp126345NPPsF9992Hb7/9dirA6x//+AdOO+00nH322eH8GmSW0yhYqFkGE/a5OVz4goIUfNPeh9aR8Ug3hRBCCCGEkIihwC5CImfCzkGjoOAuV1SWkRBCyLSSa9LjueMW4MLCVADA7YvzkG7U4ul9TegxWzymPyEjHsUxhnA3kxASYd/LTsJtlXlYEGcUnWbczuHGDQfQNDQmOg0hhBBCwuv2228HgKlSjA899BC++uornHjiiaKBXQDAsixOOukkfP3113jwwQenRnByHIc77rgjLG0nc0e8Vo1/nVgO5RwdJXz9olxctyAn0s2Y1bQKeixPCCGEEEIIIWLaabCRB7qLJIQQMu2oFSyuXZiDf564CCdkJGBX9yDerOvwmE7BMPjlvMwItJAQMh2cmZuMZ46dj+PS4kSnGZiw4rpvq9ArEBxKCCGEkPDatWsXqqurwTAMGIbBNddcg1tuucXn+dx666245pprpgLEampqsGvXrmA3l8xxVo6DlZubmbsAoCBGH+kmhMwxqbGRbgLMNnukm0AIIbKpqV5xyFAnLSGEECKMxsN4olVCCCFk2uE4DvdurUXj0BjGrFbct+0QhB6pn5OXjKwoXdjbRwiZPliGwUMrirA8KVp0mtaRcVy/oQpjVlsYW0YIIYQQPmcAFsdxUKvVuOeee/ye1z333AONRjNV3pGCu0iwmefwteM79R34sKk70s0ImUtLM6YygGtllPmgkAZCyFynpOCuoGMA/PukRSiOnr3B1IQQEkpKOjXNeplG6v/lo+AuQggh084nLT34X2MXbt1Ugx9+vBvNw2aPaYwqBS4rzYhA6wgh0w3DMHhkZTGyo7Si01T1jeCmjdWwzeHsC4QQQkikHT58GIDj3L1y5UqYTCa/5xUdHY2VK1dOZe9yzpuQYPmstTfSTYiYB7bX4a/7myPdjJDJjtLhhbULsOnsFViaFON1euo3IoTMdXZ6lBJ0CobBKzXtqBoYjXRTCCGEzGKUfXN2oeAuQgghEVXdP+L298CEBY/tapj6u31UuKbyJSUZiNaoQtk0QsgMolUq8NiqEuglcvVu6RzA9d9WTXUCE0IIISS8oqKipv6dmpoa8Pxc5+E6b0KC4R/VrZFuAgkRFcvg4MAontzdiNqBEe8foP4QQsgcp2YZnJGTFOlmzCpWjsM7DZ2RbgYhhMxYNnrEL8uatDjkmSgD1mxBwV2EEEIi5rPWHvz00914dEcdzDZHyYs/7WlE37hF8nOpeg3Oz08JRxMJITNIukGLEzLjJafZ1DGAJ3c3UoAXIYQQEgEZGUcy7/b39wc8P9d5uM6bEEKkKBgGzcNm/LO2He2jE16nV7H0CJ0QMrexDINcE5UPJISQuSZNr8bypGjIqGQedvR0X55Rqw03LMqNdDNIkNCdKSGEkIjoG7fgkR11AID/1HXg4k/3YH1dB95t6PL62avmZ0EtkZ2HEDI3be4YwDsyjiH/rG3H36pawtAiQgghhLhavXo1NBoNOI7Dli1bYJsc4OEPq9WKzZs3AwBUKhVWr14drGYSAgB465SKSDeBhAjDMPClOsmi+CisTY8NXYOmCaNKgQRt5DKk01MeQqYvhoFPx01Cgi3bqI10EwiZk3rMFly9IBtRKmWkm0L81Gu2YElSdKSbQYKE7pkIIYSEHcdx+N2OOvSNW6deqx8aw//tb/L62bI4I07IkM7MQwiZm5YnR+OUrARZ0z5X1YKXqNQOIYQQElZxcXE444wzAAA9PT34xz/+4fe8nn/+efT09IBhGJx++umIi4sLUisJcbhrc22km0BC4NKSdABAh4yMXU5GlQLXzM8JUYumjzWpcbhvWWHElm8P0XxPz0kM0ZwJmUsYsAxFdwWC1l5gRq2hOksQQqSM2znUD43BbKN9kPimMFoPDUWGBx0FdxFCCImIhXFRULuc2DMMGrdgL1eup//rFuaAoYcJhBABDMPg5oq8qdF8Gi/lU57a24Q3Dh0OR9MIIYQQMumBBx6A0WgEANxwww3YsGGDz/PYsGEDbrzxRgCAwWDAAw88ENQ2EgL43wlLd6vT2w8KUgEA0Rr52QcUDAPVHMgermIZGJQzMytDSbREuTiq2UNIwBhQZ2KgNHPgPBJKo1bhfgNCSOgx4DBOwV0zVqQuhRUMg3F7YEu3c3Qhz0dXE4QQQsKOYRhcWJSGl45fhLJYIwxKBVpGxkWnv7IsE4+tKsFPitKwMD4qjC0lhMw0eqUCD6wowkMrivDk0aVQeAkGfWRnPf62vxmP76qH1U43qYQQQkio5efnY/369TAajRgcHMSJJ56I+++/HyMjI14/OzIygvvuuw8nnngihoaGYDQa8eabb6KwMHKZZsjs5e+YInr8PL05B4vlmySCgXgULAOVYvaH7Y1abegyy89oNp3oVQrR90Yo2wuJoOyo2VFKjmFAg20DRFlvAkPHckKC48115Xj3lEocnepLyXEGp2YnYmVyTKia5Zdz8pID+nxlgilILSFC6gfHAp6HjYK7PMzMoTiEEEJmhRyTDk8eVYoffbITI1ab4DRLEk34cXE6WIbBUT5dcBJC5qrCaAMKow0AgBvLc/C7HfWS0z9b1QIAqBsYwwMrChGtVoW8jYQQQshc9dVXX0GlUuGRRx7Bbbfdhv7+ftx99914+OGHccopp2Dp0qXIz8+HyWQCwzAYGBjAoUOHsGXLFrz//vsYGxsDx3GIjY3Fgw8+CLVaja+++krWstesWRPib0dmEzbIObgKTDoUxhjwflN3UOcbCjeW58Bi4/DknsZINyXonAnEfekoUDAMVHMgpuHz1l6cm58S6Wb4pSjGiEUJJjx/oNXjvU9be4K2nFiNEjY7h0GL8DOsSKlMNGF712Ckm0F4WAAvHr8Qx7y1WfZnYjVK0coGkRSrVlFmymnk6JRYfH24L9LNmBYYUGA9iQyNgsG4beZtfR1jE2AYBglatezP3Ln5IObFGnBOXgo2dvR7nf7EjHh83BK86y8hSxJN+GlxGt6o6/B7HiZ1eMNkjkqJwTeH+8O6zIgKwoUDlYT2RMFdhBBCIuove5vQMWYRfM+kVuLupQV0AieE+O3svBTU9I9ifb33G70tXQO49LO9eGxVCXJMujC0jhBCCJl7jj32WLfMDwzDgOM4jI6O4s0338Sbb74p+lluMhiDYRj09/fjyiuvlL1chmFgpXIuxAdXzM/Cz7/Y6/PnWAYQqj5ROziGvx23YEYEd52Xn4oRi23WBXfdXJ4LrcKR4SlVr8Edi/PxwLZDXj+nZBioFbP/MbqV46D2Utp+ulIwwM7u0Ac3nZqVCBXL4h/VnkFkkbIwPgq3VeThvI92RrophMcOgPGxZ/N3K4rxiy/3haZBAbixIjcoGThIcMRpaVAiIaFUEmPAgX7pzNIzMbBLzQJXfLXfr882D5vx6sE2WdOGOrALAI7PSIApwAHaX7T1Bqk18sypwK4gmZl3JqFF64QQQkjEbDjchzclAi7uqMxDkk4TxhYRQmajG8pzsEhmSdeWETN+9sUebJIxCokQQggh/uNcsuYwDOMW8MVxnNt/cqfz9h8hvhi1+BcMWCFR3uP5yYyxMwEbwjFWkapwmGHUQjn5xWI0Kpyek4Qso/eSaeM2e8TaHG6h/N1DyWLn0DJsDvly7BywYpqVJFqeHI2sKBqcNF3duKHKp+njfcikEg4ZBi2uKMvCovgoupYKgfPzU1AWa/T5c1+1hzcgQYxeOTu6mH0rTxcc0+l8O42aMm14C+wKJ5NE6WlfTQRQ3XTIYsOhaRTkq2QZKCkphCxTg+TCvNwMgwZJusCua6gktKfZceYlhBAyrXEch2Heg/H+cYvkCNkzcpJwbHp8qJtGCJkDVCyLh1YUIVHmyMZhiw2//qYK/65tp4eXhBBCSAg4z69yg7AoWItEwuCEf2XXqiU6g16skTfaPdKe3N2AJ3Y3BDSPWI14pitfM9kEy5jV8zc9Ji0OhdF6yc/t6B6cMx0L6QYtFsb5HmgQDKoAerr7xi1QhKGn/J+17ciK8h4QGC6xGiUuK80EAOTyArx+szjfY3qDkg24k434ZnOn/Ixy5+YlB7QfhMLr68pxcUk6WIZBADEBU9TT7PuFU4bhyADmnCgdCqL1uLQ0A8Uxhgi2KjB3Li5wO6bM1A7n+UE67xVG63FJcbrX6d4/bTEWyhyEGg7HpsdFuglEwrJpFlQuhyYMmWCVDDM1aGMmSYhA5kXnk5NwV0jKNGpRGjtzz3HT1ezPJ00IISTi3m3swjP7mnD74nysSnGMhHlsVz26zcLlGJUMg+XJ0eFsIiFklrPaORhVSnTxjjsMjtzguLIDeHxXAxqHxnBDeS4Uc6QzhxBCCAm1559/PtJNIEQWlZ99EsMW/4LCppNXD7YHPI93T1mMo976LgitCZ7KRM/nDFcvyMaCOCNu3lQj+rlwd4REUpRaicWJ0djdOxz2ZatYFha7f/tPOH+j6XRv6NoWPS+zh10gCPqsvBR819GPzrGJkLeN+EbBAOfmp0CtkD75PLyiCF1jE/jjnkZYhGoABxnLy5gaKAXDIErJYMgajFCxmaVlZBwAcEtFHs7OSwYA/HVfE95uEK9qISZOo0LfeGTLjWsVLCx2O3KjdBiesELBMojXqtAwFPosiq7Enuv5IljnkIMDo7ixPBfPeyndyz9eR9rnrdMjExwRdmVZFj4JQ5nDYBq3h/4Yr2Bm5jX6qdmJeLm6LSgB075SMECg1UR9OeZqFAp8PzsJX7b1BbZQ4oaCuwghhITU4dFx/GFXA0atNvz62wM4PScJ1y7MxhVlWTg0MIZDg6Men7FyHG7/7iCOburGIyuLZ+RFGiFkenm7oRP1Q56pozk4RoiLPRR9o64DXWMTuG9ZIbTK6fXwhRBCCJmJLrrookg3gRBZck00yjgQKokABWuEMu+JPVnw1skx155IhCMDlpBAlhrOJk/b4C6F+/3qhsN9MChZjLgE0SxNisaWzv5wNW9amBdrQNOwWTTwNkqlwNA0CMpN1WuQa9LD5uX4GKtR4bj0eJySlYjGoTH87Iu9YWqhoyypkCdWleLRXXVonQxekjJmm3tBXXzOwMvnD7Tg+QPSQUDi8whmi3yjU7LgOMCkVuKuLbVTr9+2KBeftvSGPbgrGNFdwTyHqGVkLFIyDKZLEuKcKB0aBJ6XEofKhChs7x6KaBvSZZQQDyWDksUVZVl4Zn8zBqfB+dIpWNerqXoN2ke9n7+kPLqyCO81dcsKlMwy6nBSVgI+aOoOaJm+uKQkA4DzujGwg49Soh9FSLKeMsYG20zNkkkIIWQG4DgOD2w7hFGX0gfvNHRid88QDCoFxqzSI4xS9BoK7CKEBMWlJRlYliScEdBi52CUCNz6qr0PV329H/3jwtkGCSGEEELI7JMdpXUroRQoBsDx6fFBm99MkBXhzig+sccLVi8dFIE+l5C615iOoqZZRhE5pH6jq+ZnhW1ZgYpW+zYWf5lL1nut0r2r54u2PrfALgAAB5hU4S8HFEl6pQJPrynDKVkJWCBQeu3CwlQsTjSFZNnJOjXOm8zQ5I2zk9pb8KDZascjO+pwwrtbcP2GAwG3UQwDR4YpV5xIh3BRrB7/PLE8ZG2ZbTZ19GPT4X6829Dp9zwWxBvx+1XFeHhFEX67JB/xmvDt1/csLcQXZyxDFy8D4F/2NGJz50DY2uEUjEC3P+1pCnwmk9QK7+eIz1t7sasnsgFDThTYJW1nEAK7ZnogRqZRh/MKUvHwymI8d9x8vHVyZaSbBCB4wfbPHFuG9SdX4L6lBX7PI16rxkPLi2SVVlYwjNd7j2BLmQywkrqGXRgfhSvKsnD1/CwUmHSi0/kS2MVA/P6L+G+mH1MIIYRMY6NWu8fIl9OyE7E0KRq3bqpB26j7TWCi9kgUd4JWhcvLMsPRTELIHKBkGdy/rBDpBg2SdWqs5JV+HbbakKQTH0myt3cYl32xFy3DYR6BSAghhBBCIsJss+PysuAGhQxbrNB4Kbk1W/zok12wcxzULAONjCwW4cCI5IbSKKXbty4rIaDllidE+TS9VsHiyvlZSJa4PwmldVmJEVmuUBlBucT60hK1KsyPM0Lv5Tf2hYx+e7+pWAYnZsgPAtW7BA7qZQQRcuBwTFrstNknw0HJMiiKMeC3SwtxUqbnvpxj0ge07Ul56YSFuJEXICWGlZm77tpvq/BGnaOM38BE6Mry/WddxVTpQCex1fSvg+1QRijj30z0dXsfrv22SjLT2YqkaMRpxIM9OQBHp8Zhd88QPm3tRU8YByO+eegwGIbxCPUbsNihpu1AVuau6RLYRbwLNNfg2vS4gOZxRk5SgC0IXI/ZgtZhMxYnRmN+XBRSgzj4JRDBCO46OSsBSToN0gxaJOr9/14JWrXjuCjjckLBMrBIlK2cH+sZiO7LtaEQZ7PEsp0pGODxVSU4Jy8ZZ+UlY3VqrGAbnlhd4vOy5V7fCJkXS5m0hcydq3hCCCFhZ1Ap8MTqUtxemQe9UoFEnRrXLcjG73bUYXvXoNu08+OMePPkcty1JB/RaiWuX5QLo4qqBxNCgidao8ITq0vx9+MW4HcrS7Aw3r2TpXNsAkXReigYYGmiCUZeB0DzsBmXfbEX+3uHw9lsQgghhBASAXduPojfbD4YtPlxAL7rHMD4HClJVTswipaRcWQatciLFh/9HWxvrivHrRW5gu+d8+F2cAK9LrFeMp4E2nnkT6ani4rT8ddjyrBGoHMl1EYjVHInkHJtDBj8oCDV83WGQWVitMe9XyBCmbmL44CyOPltdQ3S+nFRGp46eh7OkcgU9VrtYdQPjUGvmjvdQq77r9Bzxli1CvFaNdL0GskBX67itSosTjQhXaIjOEmnRrRafjal6RYTkyGQeVFsD/2yrXfWdTSGIkjprFz5QRo5Jj1MEtuPZbKe8PauQXzd3hdw23xRNzQmeC4FgDKB7HhzSVmsEa8fOux1OjnZfcjsIJWh6TwZx4RfzAss+UEwAqC6zBNoGfFtsLMyxJt4QbQOmQFmCC4w6XHpZLlCAMiL0kHp5/pK1mvw8y/2yio9r2SYqWO4q/lxRvxj7QL8sNDzevbcvBS/2uXkbJbY91uWFIMotRLr/rsFx7+zBS9Ut3lMk2HUYmVKrG+DHJjAMndlGsN3DzmTzLZrLkIIIdMMwzA4IzcZr56wCA8tL8I7jV14t6HLbZpErQoPrSiCWqHAadlJeGNdBdamx0WoxYSQ2SwrSocEnRoaBYtHVxYjw+B+I1gzMIo1aXF4fHUJ/nbcAo/R8n3jFrxV3xHOJhNCCCGEkAigbrfgYBgGVX0jYVueUa2ETiSDUf+4FYxAD4O3rD3hDu6y2jl0jU0gzaDFIyuLRadLnQwsiZUo5Zeql18WzmnUGpngrkAwAI7PiIeOlxnPueZr+keDtqxQBndZOQ7LeVmmpbhmAozTqDBisUItkR1wQ0c/3qjrQN+41eeMck7fy05E+jTJ2iGHa0apIYtnpqu2UTMeWF6E9adU4t1TF2OJjBKNdo7DX9aUIV2iY7lzbAJ7ex3ZeY6X8YxT6Ng03YgF9HCc/PZrZkhQy4QfJbOEyn46/agwFVlR8jup1SwjWS5vYjLri5xAgmBTMAw+b+0VfG9FcvgDkqfTFrWvbxivyQruEj9OhzI7JAm/w6PiGfqWJMd4/Xy0RAY/OWxBOkb4cu1zzYJsPOZHhidfLIgzIdek9/vzJ2TE45UTFyHb5bgcrVFhuYzfREztgLz7HQUDwSLHQxNWvFPfiU9bezzei9Uqkarz/9rLuTyxLJu9k9kfpU59zGQbBeLSJD9jVClxYWEqjH6UfTfPwHuScKDgLkIIISH3bXsf/rSnEW2j43hqT6PbexoFi0dXlSDJ5eIkSq2cEQ81CCEzW4xGhT+sLoGJ1xnyeWsvXj3YjjyTHs8dtwAF0UduFpcmRuOahdnhbiohhBBCCAmzUAZwzCX1g+Kd06GgECgV5ST0+vq6Djy7v9nLPANrk6+xDFaOw45uR7ZzhmHw56PnCU73+rpyPLi8CH0SpdnaRyfwep1vg1OkSsVMV9EaJbQKhUf2ryMBGsELgAhlx/vAhFVWSR8n10CufX3DuGVTDf55sF3WZ3vN/pVxOzc/Ba+dVO7XZyPBNThzB6+KAAB0j7mvB35H+I2Lcjw+45zEW2DoPVtqAQAXFqV5bWftQPACEH2l5QUEni5SBkz02OrDPqFR+N65O1Oclp2If6xdIPjeL8uyfCpNpVawWCdQRtQpJ0qHpqGxsJ9jAcc+0m2eEHyPAYcErfyMdcFg8CNgINL4+5wrXwInSOg8uqIYzx47P+D5DElkQ5XT/yVWUjzcfGnFDwpTkRXijEtWLrBrVbGMatcsyPJ7nnL3XQXDCAbdDUxY8WZ9Bz7jBc+uSI5GdpQeD60sQmmsAUsSTZjvY5ZE5/WKWOaurrEJnPX+dsmr5b8faMV5H+3wabnNQ2aY1EpcuzAHMT5kM3X6MsyZKWcKCu4ihBASUs3DY7hry0F82tqDuzcf9LhAuGdpAUoF6kgTQkg4ZEXp8MjKYo+U6E/va8bb9R1I1Knxf8eUYVlSNAqi9fhlWQYu+GgnvmwTHqVICCGEEEJmB2/9Lf6U1LlmQTYKvIwy/8+6cjyyQjxb00wTzk5evZIVLLsm5c26w9giEPDhSmyUu3y+f971E66DTVwd6BtBjg+ZYFxJlZ+TKiHkrxiJ7GLBcGxanODv5Ow8MyiDt/xQD0bkfAhEU7tmf/HxZ2sa9q3EEuDIFlcSY5hRwa+u24VFYNv+os09Qwa/c1Zou3K+5q1r2bmePmzqltHSyDHb7HjvtMW4ZkE2bqvMwy0VeYLTiQWzNfuwLQ0KZE+bPRjRZ9wqlsGaNPlZrVQsi5+VZiDfpIOaZdw68jUKFgvio3DeRzuDlpUHgEdmezGL4qNEAwQm7By6/Qwc9ZdeqcApWeKBcNORVHAX8V0ozkgFMfqQlxmVkxnW30vQYJb+LIjWT5Uw39TRj2+8BNywAP62vyVoyxcSaJV7sWNnmszjIN/atzfDJvP6eV/fMDZ3Dni8zr9GMShZXF6WiYcm7wtLY434x9qF+POaMjx3nHAgsSs1y+CFtQvw0vELp0pYSmXuapPIMufUN+55Ds+UyOZqd7s4pcjVYKEzCCGEkKCxc5xbiu7BCStu+PYAhidHKPBP35eVZuC49PgwtpAQQjxVJJjwI4GRtA9vr8MXrT0wqpR4fHUJ7llagDu+O4huswW3bKzGv2SOiCaEEEIIITPPaVmJmBdrwII4o0emVwDI9SOo5kdFaSiKMUhOk6hVT68aQwFamRIj+T6/jF4gnEFJYn3dxwmURpMTqBNoWcbq/mGP16K9BDu5LlJs+e83dXkNQhTj7KQTIlUuyl/9EtnFgsHOCa+nCZsddYOjaB7xPZBJiFigXTD50vXlGgjGDwqT+yvqlfJ/7+fXLgDDMGAZZsaUDnPdLmwCmT74WVGsvMx1SoH9wbmPeMvc5SyrJ3QOmW50SgV+VJSGM3OTRTt/QxD3OatIBWZe/NkemH2IRtAoGGRH6fDqieX4+qwVeObY+bixPBcXFqbiH2sXuJVkDRa1zJ26IsEElcjywx3YBQA3Lsr1OyAjUrQi5aOJf0IVLBeMQOZCiUEdN2044PXz/rYgk1c2WB3AV/nV/GzkT17/3L35IG7w0m6GYbCxo9//Bcrg7fzr7+fVChY/L83weX4jVhvOzU/GyuQYyWtsQHy74mfO1auUuKQkA3o/jxcTdg4XfbYHP/l0N56rcgTbyRmw8vYplbLXwTl5yVBI3Dc4rxsO9A1jPNCIPDKFgrsIIYQEzb8OtuPmjdXoMU/AYrfjlk3VaBQZvWVUKfBuQye+C/GFHiGEeLOjexCv1LR5vG4HcOfmg9jeNQCrncN9Ww+hY8yRep4D8IfdDfhfYycAYNhiDfjGkhBCCCGETB/jdjv2941gT+8wBgUCUxIkMh9J8db/xDLBK8ASOw0CCrxdInt7zC+WHcTp+kU5uLk8F7dX5uG2ynwAEM2O8ptKz2w0cta18x7AX60jniPhKxNMkp/RupQuE+uIaR42+1Tmy5Vk6cUIBe0EkuWNg3CWCrPN7lOZQ2+y/cyU5gtf2rs4MXrq31qlAhkGLTIMGqQbNG7vSRm1yu9scw1SMvlRXicSXPcfnUAH6TxeZhZH4NqRzygYBgbe55wZjuQGOwUz09kFBSk4OTMBGpaBTsFCo2BFA0Bf96F8ppyOwrn2xOP6RTk+daA69915sZ5B3NX9I1ODn139pCgNR6XGeLzOD7JVMAzOy0/BtQtzkGfS48ndjT60TJ61Mgdg949bkC6SqSXcQZ9rUmOxKjXGbbB5JN2/vBC3CVxr8FHmruAKRbCj87idqhfPSiRnoMfGzn7R9+Scff3NFlrHK9maHkCZxP/UHQbgyHbrLVh/1dSgjtDukwMu7Tg1K9Hnz0tlPbxsXqZfbapMiMYTR5VieZL09Zda5Lo+K0qHc/OScX5+Cn5YkIqzcpP9aocQ5xK93VcBwJO7G/CFzIolHCe9Lp3v/HZLLboiEPw7W0X+Dp8QQsis0DA4hqf3NWHCzmHnx7uQb9JhR/eQ4LQZBg1aRsYxbLHhmm+qcEZOEq5flEOjVgghEVEaa0BZnBE7BY5ZE3YON26oxlNHlyI/Wo8D/SNT7y2IM+L4jHgMW6y46qv9yI/W4/bK/CCUbSGEEEIIIZHmrdPe36AaJSPdAcUywYutWZMWh6q+YdQMjIpOo2YZTAQ5HUuiVg2WcXSMmdRKnJARj09aegSn9TZAYlVKDDZ29AuWU1OxDC4oSJ36u2tsAndurvHIxOOkFSjNtyQpGgMTVrRPliLRK1mPYBfniHklw8AapA7kCYngKgbAUalHAtTEOk02dw7IKtdTGK3HQd42wO/0mw4C2e7tHAeWYaBRsB6ZAYTWUbxGhZ5x3zuZ/M00p1OwGAtSxgIFA6QbtDgrNxmFLpnEViTH4I2TK9ymveO7Grd97/TsJHzc2o0xHwK63Jd9ZGXGqJXoE1iHZbFG7OvzzFYXKa5tvrAwFZ+1undYpvE67p2ljjiOm+p4PzgwglddMncn6R3Bvd62h/PzUwA4MvVlG7VQMI6O+kNe9r8zchLxdkOX4HunZCWiNNaIe1A49ZrVzmH1+k0e0yb6EIQsJwAtUgE0JpUCr55Yju+9ty1sy3zvtMWI1ahgUCpw37ZDsj5zcGAUgxNWrEmLw/6+EY/3323oQE6Ubmrb4jgOvyzLxPuNXfimvd9tWn8ztQhRsYzgOdTVA8sL0WeWl2HRoFJiQXyU4HvqEGR+lPLIymIwDDNtAg9PSI8HwzB4aHud5HRaHzImzjVGlUIwEFKKOgTBXc4j4mWlGaLHgKwoLeqHpI/n3va9UNEoWCxNip4qoSjVzmyjVjRBA+DIgiomQatyy9h3/GSQqNwShf6qHThyjP1ZaQYah8ewr1f+tYev25gczutN/umUf68lliG3OMaAQYsV37b3Q6dkoVUoEK1W4tzJawm+JYkmbPVSWt7JGSQop8+Cf53Ed9eSfBybFg+WcczvBx/tFJ02ZfI6xN+t4dg0z6zLhDJ3EUIICQKrncO9W2unLlIGJ6yigV2F0Xq08UatHugfoWAIQkjEaBUKPLaqBKWToytT9O4PQEesNtywoRoXF6fhl5Ojd9INGjy6qgQAcNOGahzoH8H/Grtwx3c1kje9hBBCCCFkZvDWie1vIhaprBYMJjN3+TBzqYe7bzd0SgZ2hcp/T1uMd05djLdOqcTVC7IlR4l7ixXIN+lx3cIcwff4/UYH+obxUXMPPmzuFpxe6LHDrxZk46Li9Km/hbIYuQZoBItUZx//nR6Jke5yNhV+YJer3CgdyhOisCg+Cr9akO2Yp/dZhkYA2Y2c25FG4EcWymoU52eWMH8zMJ2WLS+rBAPgs1bhQEinigQTXl9XgQuL0rweK66an4UliSZkGDS4pSIXdyzJxyl+ZLgQIlZ2KNilKwMt3ep6/OEPKmUAXFiUJvg5ZjKDl4JhPAIGnVl3rpif5fZ6Hi+Li7NU7J/2NKJx2Iy6IbPXwC4AOCtXuCNXjNgzVaFsdq7yTXqck5eMs3OTZW3bQiUqXS0UCfjxJscoXVIvRa9Bok4d1k7eeK0aLMPgtOxEaGQGLK2v78CeniH8dV+z4Ps6hQL/Pqkcr62rwH/WVeCNkyuxvq4Dj+9u8JjWWynPRT6s6+MzvGfkOiEjAeuyEvDC2gW4ZvJcICbPpIOKZVEsUGZao3AEdcdqVIhWywtQ85bJUky0Win7esmkUuDcvOBlwREjpz1aBRvUktSRFszsQsBkeXIfhTITmtQACH8HepQJZPcLtkXxUbhe5PqZz9sgD+c1q1DwplHlvp8755Qa4lKpXWYLmiYD1jKMWvz9uAU+BTT3ClxbNw2N4Uef7MKPPt7lVzY4xeQ595oFOVh/cgXePqUSL6xd4LF+xa6TGDiCzkasNnSbLWgZMWPUKh6EdtX8bOhltnMqc1eAAbjz44xYl5kIg0oBnVIBFcviheMX4qPvLcGrJyz0mN65HqXuq3OiPLeVwmg9Ts1KxAkyzl9zEWXuIoQQErCWYTPaRsWj+50KovUYsljdUs4qGQZ3LckP+MKCEEICYVQp8cej5uGVmjZcUpKOu7YcxJdtfVPv945bcPXXVfjrMWXIMGpRHGNArEaFWzZWY3v3kVEyX7T14oYNB/DoymLKRkgIIYQQMoMVRBtweVkmbByHj5q6PUa0f93eJ/JJYY+sKAZw5MG/kGi10ufgkUDHxeuVCsS4dAx0BliCUOjOXuo72718gwm7XTSDCb+jwNsQC7FWmG3iHSfXL8pB1GQnu1bJAp4VFv3iy4AQsdU3L9bgd8ei0y/KMj1KcQWzhJwvAnkqNLUdCbRd6Pv4X+bIv2BJwTYASDNo3Mp2Lk2KFiLfUsYAAQAASURBVMyG5WpdVoLk+/WDo9jbO+xYIxyHHxamuWWCiwlSkKJQudpQWBBvxOZOeZkphLgef/h9i3K3AjNvf3V2VpbEGPDzeRl4q74TOUYdzstPwZDFCiXLQMkyU+Ub+Z/3Jl4nHnwoVoLRn2kPDY7i1RMXyZ7fGblJeHpfk+j7J2UmYHeP8GDfqXnkJOHths6pv1ckR2NJYjSe2is+X+f+enNFruxSUcHCMAwKo/XYKzMbndQq559fn61qxt/2twhO6y2Y2JftQG7CNZNaCZPa6PUY5Pw90g1aVPe7ZyhLNWjx8feXAgB2dA/i8i/3eV2uVEkvKa7ZmhIkAoI0Cha/X1WCRQkm/Keuw69lBdMfjyqVXdJ1OjIqFdAoWdxUnovj0uOxpXMA6+uDt179WTX8RALB4NzFpMpYK/28XNonkNnPm4uK0/FCdavs6TONWtnJFKSyyRqUiqlgU36GtHyTDs8etwAc51hfDI5kpeKXM5ZjdUoMvj3cL3t6fjZdg1IBfs7LK8qy8L/GTjTx7uOE7k0m7HbUBjAoxnmt5xhA4DiPNwtkRItSKZHOu/67YVEOTspMwG2batymlQoEnRdnxL/XleP7722X3UahATcffm8JFAyD3++qxwdNwgNknJ5eU+axXRlVju1DKCBOo2QxYrGJZoZ7cHkR5sUaceYH7t/h4pJ0nJAhfb07l1FwFyGEkIDlmHT454nluHHDAewVSX+aZdQiw6D1uAn/+bwMFESHfrQCIYR4Y1Irp0be3resCNd9U+UWuNUxNoGrv96Pp9eUIXmydMP3c5Kw8XAfxl2ezGzuHMB131bh8dWlQU2lTwghhBBCwic/Wo/8yZHVVb0jHg+lo9VKDPgQ3GCb7K6S6pCNmcyE40tfUTCCu9afUjn19/I3NgY0P6HuIanMXd46OI0qhWjnlMeyvMxLLKDnid2Nop9xDYTxN+jJqFRgmDfyXqojjU9sm3FkefOrSVPea+zyCO6KE8nIFGqBfJf+cce++IvSDPx+V8PU6wXResHgOKEMX3KIPfPyRmzbmR8X5da5lx2l81rKyNvvs6VzAI+5rIPKRJNbcFewgvdqRQLdghmzoFewuGp+NiZ2N2CnSIUAb6SOuXJXBT9zl7MDk2EYXFaaictKM/1qmxipoM2iGAPeqe/Ap609YBkGLBgsSYoWnNbfIEYxsRoVTCoFBkXKWZ2Xn4Lf76yXnMeV87MQq1Hh8Og4zitIwfy4KLxV3zFVkpiBZ/nb6v4RfNna69NxMxDn80pg6Xx4riO1xs02G/b2DsHOOQKaXqs9LDqtt+CuS0rScX5BChgw6B2fwF2ba9EyItx57mvwlLfzsvM7fi6QZdD1+DI/zgiDUoERicwzwJEMd75SuxzHv5ediKf2NAqWv33l+IXInMyqd1RKDL7xIXgkmP59Yjk0ChYJOlVAASSRdv/yQqxMcT2nRLAxk/wNEJTiLPEtFYwvlO2V77i0OHwehKDUioQofNysgZXjYFAqJMsslsUZcXNFHnrM8gZsSH3HHxWl4ZISR4bb5UnR+Ptx86FWsFCzLHRKVvy5tx/bxe9WFuO5qhY8f0BeEBv//oIfUHZHZR5Oz03GxSXp+LSlB7d/dyRwSujaQKisuy8l2YXmKZRVTsEyHse9DKMWMRqVR6YubwPHk3QaRKkUGHI5L//fMWV4aHsdGly2Eec9q9A9lfP+8/j0eKTqNVAwDA4OjLgNeneSHJQj8JszYMBJfOb4jHjYOc6jHOv8OP8ygc4VFNxFCCEkKGr6R3BAZNRBtlGLc/NT3B4uAUB5QhR+4lL+gBBCpguNgsWjq4px5Vf73UYito6M4+qv9+Ovx5QhXqvGUamxeOKoUtywodrtBmxH9xB+9fV+PHlU6dQIFkIIIYQQMnNY7RzsnONx9JhAZqcfFqTir/uFSy8JcQZsSI2iH7Y4HryHM3FSKJZ16Wd7wDCOTt75cUbZmQOEKFlW8vNWOzf1vrcsYEI6x6SzPbjO0ZdMKU4mlQJlcUZs7Bhwe33CJr+tQp1NAPDssfPRISPTmpplREvufN3eh/V1HTjLpVxVgg9lbYJJ7HvKsTzZEdyi4XWCaVhW8Hc7Nz8FwGHs8TFY69aKPL/aJ7QJpxk0Htu2imVg99KJ6K1UkMei+Nmq/FzNC+KMHn/7uv5cnZARj/5xC7Z2iWflUrAsSmKNsjMPCXEt+ZZu0OKPR5VOZjWTPw+x4C65VibHYGNHPwBHFg6hABRX3n6jhqExbHI5pkRr/HvmcIqXLHBCdErx4C45jCqlRznLM3OT8WFT9+TgOuEf5uZN1X4v0xfHpMZivp/lJbUKVvI41mu24Gef75U1L2+/abRGhejJDvlUgwY/LEzFoyKBdd4ycvLLXnnbNaS2T9fS0yqWhVbBeg3uEjp3KxgGSTo12kfFz9GuJeK0SgX+ekwZXq5pg0mthEbBonNsAqfnJE0FdgHAogRTxIK7ckxH2uFPybdgSNapZV03SOFfvvhzbSRFKhBEyKrkGGyYPL4Gk/NbSZXR/tbLcuO1Kp9KBUoZmLCizWV/SNVrpvYPBsLXqyqZlXKGJI7pz+xvxo6uAdyzrBDxWvXUcccbf7ZwBsKlH8Xwt71MoxZjNhv0SgUMSgXiXDL6xWtVWJ0SMxVcm6z3/F2ENmW5gV2O9jj+v6dnCOvrO6BkGIxYPQcCMfDcrpyBar9dWoDBCSvGbHaYrTYUxxg9Ps/n+J2P/IYTNrtbYBfgKF3vaKP4/np0aixWpcSAYRh80NglGNw1arHhpeo2sAwDxeS93tl5yTCqlIKB6Qy8DypgGQaXl2Xh8Z31sAP4fk4iUiYH1RNh1NNECCEkYDu6BnHThgOCFzvZRi3uXFKAa76pcnvdqFLgnqWFQb8BIISQYDGqlPjTUaW48qv9bqOSm4bNUxm8YjQqVCZG4y9r5uFXX+3DkMuorb29w7j8y314ek3ZVCkXQgghhBAyMzy0/RD+28gv7nGEr/FKzoANqXvgbrOjFFIo75IXxke5lc0a4mUfOz8/Ba8dEs8mIsc+l/JVBqUCWVFav+f1QVMXLi/LEn2/d3wCSTpHB4A/8R+DE1YkaFWw2DnBTGx7e4dxclYiAP9+l49PX4Y36w57BHeJZT0SIratMYz3cKg4jRJXzc/GfdsOiU5jDUE2nEVxUdjV61umJalOfCnLkqKnBtTwA6MYRnif4wBcuzAHl30hL9BCp2CxLisBp2T7VyJG6HdK1Ws8so0oGQYWL8/JvGXu4mdrqu4fQd+4BZ+19KB1xOx39rFrF+a4/X1LZR5+/MlugSnl7YmXlmTgGS8Bss7Sq03D4hlKpESpFDg6LW7qb4NKgeXJMT7Phx/cJZSJQ8ptlXl4YncDBias+FlpBq78ar/k9FIdoRzHeWRW8ufYZFIp8HM/Mo750vEuRDwT4/SoU5dp1GLEYsU79R1QsiyOTo0VDWaaF2vAfpeBzr+clykZ+OTLN4zycZCg1Dawu2cIOVE6j87+qXbxGtYokRHI27L4266c31Uodubj7y+FQaXA/+1rwt9FsvjwS8SVxBpx//IiyWVFquwwn04R3iz/t1fmId2gRdvoOB6QuB6Qg18SO9J9OydlJYQmuGvyawWSMbDHbMGHzZ5l7vJNOhwa9O28xt9NolQK/PvM5djXO4QdXUN4purI+XTCZsc7DZ14vbbdn2Z72NI1iG6zBfEC5U/tHAcbx01mkjxyDeJfwD7jFgTpDb+04j3LCkWnLU8wodwl2FtIUoCBeM7jS/OwGf+TuIe0cZxHP6ozEC/XpPd5ufxgUbEBHY7lSAQgj1tw6v+2SS5rxGrDs1Xu5YRPykyAUaUUPf/JuWo4Lz8FK5NjYLbZkO/HOphrqJeJEEJIQHZ0D+Lab6rcSpI5ZRu1eGJ1KW7fXOORUvS2yjyKwCaETHvRGhWePKoEP/x4l9vo1LrBMfzq6/3485oymNRKlMYacVxGAt5p6HT7/MGBUVz02W48f9wC2aObCCGEEEJI5HnrAPS13JUz04FUicKpeYcovOuepQX4glcahp+B5ZqF2UjSqdE5NhFwkBfgCEzyN5gEcHTWSmXucu1U9Ce7T5RKORVUJ2SXS5l2qRI4UrKM8juqnFqGzcgwOoLipDpOvW2nveNWr89eFAEGa/A9ffQ8aJQsbthwAH3jVixJNElmZwpUaeyRrAb8R1Msw4iuowU+ZOd5+5TKgO7nWIZBml7jlnXjgoJUfMTr9FWwDBgvSZFi1NLtiOW1c8RqwwdN3fiqrXcyM5LvLipO91hfhdEGPL1mHq7gBSr1jssrV3vhJ7u8TuP8OftkzpOPf5xuGBzDHd/VoHfcAo7jwDAMfrM4H6tdylYK2dzpHpy5s3sIPxToQ+4xT6Bl2Dy1zRlUCuSZ9EjWa/DQiuKp6RQMI1lGTGqPZBgGPePumXe6fMjEE6NW4vryXJTHRyHZj+eyMRolmoULNwTEz8p8fnPNeuPq5YPuwRCvnVQuOg8l79hpB2CWyMrmy1f0NQhpQXwUErUqdImcz9amx3kESR2fHodLSjM8AsleqpEuicaAQduIWfD78LddOb+rUEk49WQKHNGSb3AvyyhXpAORnLTK8GbuWpEcg2S9BuvrOmRNr2A8M3QBQEmMAQaV+2/iT3JWjYLFdQtz8LsddR7v9UpckwnxdV9RMoDVh51RbolAMfxgOAA+B3Y55uP+N8Mw0ChYVCZGe+xn82KN6DVbUBPE8p9ia3lr5wB+5ZLUIVGnxn9PXexXllCGAY5Ji5OdYS7Y+7NRpcSypGiPc75czvZ4y/Y1YbN7DKxQsgx6zBN4uaZtKruYneNwU3mu13tOfsDWOw3i+7nUPZWc4/XwhOdFqnOWQvevDCP/njnDqMWwxYqOsQkoGAYKhoFawVBFFAGRyf1ICCFkVuA4Do/trMe4wAiGfJMOTx9Thhdr2lDFK9f4vexEnJDh32hHQggJtw0dA4JlB2oGRnHNN/sxMOF48HBcehz0Ag9oWkfGccFHO3164EoIIYQQQiLL22NoXzuinR35/FHmrgqjHSOVfS1JI1dlovSIdcAxcvwnxem4oTwXqUEYkFU3OIZ9AQR3AdKdN27BXRLrrSxWuKzJNi9BR74G8bmKmuwArUw04fz8FGhYBgalAldIZCJzqnfJ7CXVcSmnU9XbNFKj+Pl0Shb3SmRGABwBLWVxUfjPugq8ua4Cfzx6nuz5+8P1d+dn7mIZ9zJhU5+ZnKwsznu5G8AzQ4yvnGVKXTmzXbhSSgSjOZm8lGs7PiMeS3j7etuI2e/ALsCR8U9IZWI0YnhZqr9p9yzj4y/nphmsDtzdvUOoHRxF77gFfRNW9I5bvGYpkmoX39ftffjFl/tw2Rd7cdkXe/GgSIacNWnSwWTejjupevdsiL5k+mAYBusyE/wK7AL8y5Aoh1Swm6+KYwxep/nrMWWy5iUVkM1/h5vsjBcjVd7N1bFetg/AERzQOTaOzrFxdI1NYHfPkGhgFwDBIN8EnRqF0Qa/Bl+LlXqcsNtx0ae7cfFnu3HJZ7sFM2LyCQVOK6cCJMWPdyo/jstC54NI0ClYpBvCN+jdeQyVe877v2PmC277Lxy/EEaVEnt6hnBoYBTtI+Oyt2tXi+KjcHJWAh5bVeLxnlSJQCFyBk24uqlcXnnlYA20COQ60tX8OCPuqMzDbZV5uLUiDxeXpE+9V55gwlm5yVAyDIqi9fhxURqq+gK79uYT+xpiP7/Vj+2CgWNbffa4+fhpcZrX6UMRrHl7Zb7fn3W2p23ELDldtFqFUat7f6qCYTBsseHVg+34V207Xj90GG/UdQgGWfLxr1GFyik6CQV3XfDRTvzwY8d/3vxpT6PHa87vLfRztI+M+xQA+mZdB854fzu+9942nPK/rbhr80H5H55DKLiLEEKIz/68pxH/rm3HOw2dqBUYAbAo3oj/O2Y+NnX0Y329e6R4plGLG8pzw9VUQggJ2AkZ8ViaGC34XlXfCK7+aj/6xy1YlRKLf6xdiDSBB2N9E1ac++EO1PaHYIgrIYQQQggJOm8BFr52RH88maFHqhPqhkWOe+USkUCkQPnaUXVTea7P5cf4VibH4Or53oOZxDCQHmXuujpzojwzZGkVjoCqtRlxHu8BwFv18rJYAMDdSwpkTwsACZPla1iGwQ3lufjsjOX4+PSlbh1yYlw7A8U6o/f0yCt76K1jUWr98p2cmYh1mdKD9ZydPEaVEulGbVgzpfAzZEhl7gLkdwyqAsxu5shA4P6ajfMsf9Y7bpERjOe9LfwhmL3jvmVC4VuZEiN7WcHk7BtO0PqZNY2/PQhM8nGLZ8ksb0xq4YATj3KJItvXlV4CPL1tA+fnpyB/snRVtlGLCwtTpT/gItAgKm+fzvOhpJbTKzVtHkHAYgG5ctxWmYfSWANS9RrRsx7LAGfmJHmdl5IVP3PyfycO0utH7SWyiGUc57FfLcj22q7dPUP4/nvb8f33HJ3gj+6s9/oZPrHj33Fp8ZKf48CJHldtduBA/wiq+kbcSlZKETp3M1PBXeKZu3wN6gFCW/bam7/ua8Kz+5vxbkMntEoF3jy5EgZeZrJQBXw5V1VRjAErko883xQKNmfhyAQntr3+9NPduOyLvbjwk10484Pt+Lcfpf82dw5AyTBIC8L39TVzWHGsAcenS2/jcudrUnsvrxmsIIysKB1Oz03GmbnJOCsvGWtdvoOSZXBrZR6+PXsFXjphEdKNWq8lnH1atlELg1IBG8dha+cAtncNYGf3IPb0DLlluAWOZJL0J6DcucqTdBpcNT8byV7KJAZ4iyIoNYBt0rnNvCCR7W1hfJRg5j6L3S64zUkFDDv1yMh255yLkvFcdsPQGOoGx2QFVo5YPadxloUU2mXMNrtP95+beWXsvz3cL/uzcwkFdxFCCPHJls4BvFjThsd3NeDB7XUeN61HpcTgj0fPQ/voOH633T21rlbB4ncriiVTKhNCyHSjVyrw2OoSrEmNBYMjI/CdagZGccVX+9BjnkB2lA4vnbDQ7WGJk9lmx08/243PW3vC1HJCCCGEEOKvRQlRKIs1YmF8lGDpHzkP2119N1nioyBaOMPKFWVZKE9wZMfR+VCuR2hgAd/3cxJxWnYitAoWGh+CVFanxuLPfmRdcl4L50Tp8KOiNJyemzSVSSVJK91RI0SoA/em8hx8ccYymFyyehREG7Asyf063GzjMGK1iWYW8NY37Jq97NTsRDx77HzZ7eZnI1GyzFRn+sXF3gO8jrRRuJGvHWqXVY7I2y/uS+auc/OTvU7jS7BYsLXxyqwd6BuWXEf8sjhCFEzg30mrYAUzd/FLM33W2iNZLlJORiLAUa7Msb8zUDIM1AEEp52RkyQZBCdUcipY7ByHXrNFVnkmOXwt3+V0UqZ7IMBFIvvvl23u9/q7RQIws6J0koGzUh2h4zY7EnRq/GPtQqw/uQIvnrDQpyxcvp67+IQyMUa5nLPULAuNgoXOh153oexO5+an4LPTl+EPqz0z+3hTGmvEP9YuxFunVOIPq0sE12bD4JiswBKND78TB+nywDYvmWxur8zHv08qR4aMUr6+/opCQX1ixzVvuwkH8cAXsWscKd/LTnT7+z6X7JB6ifXvT6DieID1PwPpUH/+QCv+VtWCZ6uap14rinFfX0d5KRHrL9dj32OrSvHE6hI8e+x8yWDzs/NS3P7WKVj85JNdHtte24hneVM51Ao2KMF2vs6DAXDf8kI8uLwIv10inqVJznx/VCidXerq+Vm4oEB+8C3fKVn+V765pDTdI3jQX0uTopFm0MJsteOqr/fjiq/245eTWSr/Xh1Y2UpX/OvdOC+B3fxrk66xCTxb1YxXatrwZt1hfNjUFbS2yRE/eY8jdGV546IcXLsgG08eVSr4WZZhBK+15Bzn+mQE8DvnIufU/O8Ty3H9ohzB9/jnjePT46fKJooFd/lyCd02Kp31jDhQoUpCCCGyDVusuHdrrej7p2Un4PbKAoxYrbh1U7XHDdNtlXnI9+MmjxBCIk2jYPHQimJs7xpAil6Dq77e75aGvm5wDFd+tR9PHT0PiTo1nlhdimf2N+PvvNE6Ng64bVMNrl2YjR8UpAYtPTchhBBCCAmuoQkr9kmUNPm0xb+A/ZUpwh13p2UnTl0byu2vNKkUuLkiF68dOowNAiObT8yIR0WCCefkH+mgu7Q0Ax80H8lUww9a4JPKmiFkcaIJf1hdilGrDVoFC+VkUMlzx81Hx+gEAA7nfLhT9vwYkcCaaLUKOoFOq8dXl+Cz1l7882AbqlyyhoitUn7XYmmsARY7BwaOTopTs9w7nRfER6E4xoDqADPyXl6WiXcbOtAzLlyyyrVVYp0ivWaLrM5HbwEtvmQ/4ZeD82d5YubFGtwyvVxYmIpXD/qWEeSjZvcsTKNWu2BH1oJ4R1YgOeVuAs3aBQAahcKj087OcbigIAX/rj089dqtFXmigT1ZRi1+WuS9TBEAPHmUe1BmVd8w3vOzkzPRS+aM0IV2OTpIawek9zW9QgGWBYZlZJwQCmxaLJKl29WVZdnoH7eifXQcFxamIc0gvB+cnZuCTS5ZJ07IED++npKV6Fbt4DyX47TULtQxOo6sKB3UCtatHT8rzcBzVS1Tf4uVfw00uEuQS4NfOH7h1L+Xv7FR1seFjnEs4zj/BBKYCAAVCSbBbfRX31ThDC+Zu65flIMYjQq3VubhrA92CLbRFcdx0EsEZwt10l9YmDpVjtWXwKhn9jd7n2iSXsm6HWecvm3vQ/eYBTkmnWjAohCOA2LVKixJNGGrS2njFL0axbEGMPDtuHBefgqahs3Y1T2IY9PjcaLLfjMuEYDrT9m3CVtguQbvXFKAeyT6RuQ4PHrkWSL/vBCqWFnXrVLJMqLXosCR3fknRWnoGB3HJy094ACM2eyoGRiFQalwy95zVGosDvh5TRSM0odKH44ROgWL/Gg9FAyD4zPiwXEcfrtVuHyunKZ5u955am8TAEfAdYxGJVrO1G2ecGQ+NakVKA0gg2GSToOXT1iI326uxa5eR6BxTpQONyzKwa++qfJpXm/UdeDG8lx0jvkXyOcvbz8B//q1fXQcf9t/5DyoVyqwjncdH0pS10vnuQT59QsEY7EMYFAqcFp24mS2VwYs4/81tRihzF18L9a0oltkW+VfQ7iWRhfs4+B8C8C8tSLPbfu8bmGOD5+eOyi4ixBCiCwcx+Htuk7Ri9CfFqfhyrIs2DgOt22qQStv1Ma5eck4OYwXU4QQEmxKlsGy5BgAwF/XlOGqr/ej3WVkeMPQGH75xV48fUwZkvUa/LIsC8UxBtz+XY1bpwEH4IndjdjeNYjfLM5HdBBTZRNCCCGEkODw1mfIz8oUKNdOYgbAkkQThiw20SCiz89YBpYBtAoFmobNHsFdPylKw0XF6bBzHPrGLYhRK8EwDLKjdLiiLAv/qm1Dml6Ln5dmSrbL1463dIMWLMNMjeJ2UrEsMoxa9Jh9y8DDgBHsuBPLCK5iWazLTJgsg+kS3CXSYzovzniknAgDnJ2bjKPThEs4+kqqtBbDMI7gNLHgLpfVLpY1aWvXINQyhuB7GzHvS8eonNH3/nZEXbswB7dsrEb/hBUnZyVgflwUABnBXS4/7a0VebhxY/XU3+flpwiuP+fm4C2TDgBEi5Tg84VGwXqsOxsH/KAgFds6B1E7OIq16XFYlRKL7zr6PT5/fHo8HlxR5PfyY9QqfD/H0WFYNziK3T3igat83kpXBpgIRxLHcV4HRI3abCiJMggGFwxabOgftyBm8p5baJoMo/eAxVSDBn+SkcVwdWoM1qTG4qv2PqTqNbhEIisOf3tw7TCV+sZiq+OcvGRsPNyH/X0jWBBnxJm5woFLcrZ5KadmJeC9JvcgykDDH4WOGc7XliRFY3GiCdtcgoh8IrEyVSyDtelx+Ky11+O9t06unMoaIxZgxm/Ttq5BLIo3iS6P4xwBUHbOcdjSKlhcG4aOa6NSifKEKDTwrlsODY7h0OAYKhNMbsFd3o7hHIB0oxY/KUp3C+6y2TmoWBa3Vebh0Z31sNs5eAu5vGp+FrRKBe5YLJxBaZ5EcItfwV0ysjWKubE8F6dmJwYc3OWKv66Dcb4R4tvAUse0MRoV7l9ehI6xvW5ZCE/MiMe7jZ2wcY6ysGvT4/CsS2CpGBXLQMUysNo5XDR5bBS6pkjTazyycErRKlhUJERhR7ejjfEaFSx2OwZ5Ab8alsGN5bluAdtS68V5/XtyZoLboAhXco99qXoNjk6Lw8s1bV6ntQMYtFgxaLHi2/a+gDJ/pRm0ePrYMvyvoRMDE1ackZvsd7n1CbtdtCRxqHjbbhW8DWhfr3u2zFGBEoKhcs9S+aXbhQ5dLMMgWqPCXT6WgJfLeYkhlK331KxEtwEA/2sUHwyQZ9LjkZUlYBnHPuKt3HC8VuXT8WdJUjSuW5iNz1t7URZnxNl53jMGz0UU3EUIIcQrq53DnZtr8GWb580uA8dIpvMLUsFxHB7ZUe9xc1sWZwzLzSohhIRLulGLp9eU4aqv97kFs7aOjuOyzx0BXhlGLY5Nj8cLaxfisi/2wswbIfhVex9+/Olu3Lu0EBWJ4g8ACSGEEEJI+HFBzkfjLKcmljXFNYBCq1Tgz2vKsL93GJd8vkdwetfgJqFZvlTThpdcOpE2nr1iqo/74pJ0yVI8rnytRudtvXkLFOH7ur0PPxDo2NJ7ySh2YmYCimMMYBhHdq7yBOHrbakALDFS3yBWrcSp2YkoijFgXab/5XTcM3cJL/FXC7KhU7B4+YSF4CaDBX766W6P6bxm7vLhR5bz8/mbY6A8wYS3T6nEmM2OWI3Kr+x4K1JicGJGPD5u6UGBSY8fFqQKfn9nBh2rjDQp75y62Od28GkVLGoGRt1e23C4D6dmJ+KlExbCzjnKPzKTGXxcJevUAQV2AY7gpN8sdnQY/utgu0/BXd62jwyDxuO7iflBQSr+VSs/G5tdZsaHgxLZvVzL6gnN68zc4HUcKlkWj6wsxqDFCp1CIRl8yW+L3Iw9HaMTyBQo2xevVePZ4xZgzGqDTumZKc5JTrY6KUUxBo/grjNldr4KlTgGhAMkXNvvT/k9J6kAZQ6OEoDWTTWoHRhFeUIU8kx6LEmKRqpLyUaxpfNf39w5gEtLM0SXp1KweG1dhdtrHzZ34897GmGHI5ixJMaIx2SUolycaBIt+8nXaZ7ApSUZeLehU/D3528q3vY5Z7A0P7DCOjnvM3KTcWJmApqHxvDTz4SvYQBHf4G37GliWfIcy/OjLKOfmbsuLEx1y64XLPz9VKoMqK8YAGfnJYPjxPc9sc+54gfHz4sz4vyCVLSNmLE0KRrdZu8l4QDg+Ix43LO00O21YCUlenB5MZ6tasa4zY5LSzLQO27Bz7/YO7WP/mF1CZYlxfh2vTP5/4tL0rGtexBdAgkPhIJWHl1ZhK4xCx7ZWT/1mlrBSgYqinGWdA+EgmFwust5zp+gSACw2DjEa9VYnRKDbycHlCxPihZt47KkaGwOsP0npMejbHK97esdwr4+93M9f//x97s59ZotuHnjAb8+60tSC6Fyk3LKBIu5tCTdo3KIJ8e6EdoH7l5agMvLMvH6ocNu945ivGV0deVrBmiWYfDDwjT80EvJ07mOgrsIIYRIGrZYccWX+wQf1OgULB5aUTSVyvdftYfxdkOn2zQJWhUeWl4kazQpIYTMJKkGDZ5eU4arv96PpuEjNeE7zRO45LPd+POaMhTFGFAYY8Dr68rxwoFW/Keuw20enWMTuPKrffhZaQYuKc3wubOLEEIIIYSERmmsERcVp4PjOLxS0+Y1+4Q3qXrHQ3uxfgehABSjzAficgLR7BznV0YlXz/ira/V1zb0jVsEA8x0Xp4xBBJY5Y3UV+ibsGJ+fBTWpkuXu/S6DJfuVbFB8WfnJYNhGBRGG6Ze45dLcsxLmi9lGfllLIX4c0vj7ODXKhXQTgYu8rdrBeMIahySKL+nYlnct6wQ9ywrBAtHxyvHcbisNAPsZJkbBQPETmZyCiRoxBdagVJtzoGR7GTpHSeh8o2+aBsxY3/f8FTAn0mlxIqUmKn3fQ3Y9HaPemZuslsn9oI4I/b0ugePrcuMx6lZSWAZ+BjcxQmuO7kyDFrB8q2hxDAMotXes3Pzj4V2l+1dKsBjQXyU6HsKgayJfIGWZRSq6PCLedIZIJ0StMIdwkLnBdeXAsk2plGwopm/dvcMQcmyeHSVdDCVL+tMam8Rms+41YYOl3XaNyEvUMaXIBUASNZr8OLahXimqgV7e4bQ41IWzNesaEaVEhzHYUN7n9vrNpesWHqlQnTfu7UiF8ekxcOkVsr6Hj8pShMMOLD6kYXLn+Cu3y7JxynZR4LQzspNdiupGojv5SSiMtE0dX4qT4hCbpRu6mjQPjIuWZpSCssAN1fk+fw5/u74i3mZ6J+wgoMj0KsszohMow75k2VEWUbeNiu4LIE9xte9XatkEadVuX1X54Dc7zr7UZ5gworJKgw+tW2yabkmPf514iL8YVcD/uuS0WhVSgxiNJ7H20SdBv28rKxqlg1aIFugvCRaEmRQKmCZPA4/tKIY79R3gANwem4Sjnlrs+Bn/M0Q5upCl1LU/7evySO4i3/uOCsvGc9VtWBscj//scxS1k4Wu93j+sUfsRol+kQy8wKO4+OPi9KmMrmdn58i67pBzPkFqV6Du07JdgSfiV3zJ+s1sjIH+hpAF6pshHMdrVVCCCGiDo+Yccnne9ErUAc63aDBY6tKkGtyXMh/096HP+5ucJtGwzJ4dGUJkvX+R54TQsh0lqzX4LGVJbjw011TN7qAo/zDz7/YiydWl6Ii0YQknQY3VeRhdWos7t1a63aTZwfwt6oWbO0awD1LC+mYSQghhBAyDZQnmKayPQl1Kt5RmYcHttfJnp+zA1MsEMs1gGLCZkfvuEWyE3L5Gxun/n2tjOxTNs6/B8G+lmX09sjf18ASQDgAJ5IDyI5KiUVVn3imoPcbuwIO7nJd7WLlTIRKU961JB+3bKqZ+vvuJQVeA+qESrSIkTOpr9sMIJxBjf+zx6hVOD03Cc976cBiGAYK3t8/Fwk+CbREnVwagbJuYksWKt/oi21dg7h/26Gpv0tjDW7BXd6Cf/i8l2V0b6CKZZFh0KBlMsO1UaXAnUsKoGJZbPUxi4cdwPy4KK9lulQsCxvveGlQKvDrRTlur02XznXAsy2uq5FlHOXDfu8SNOcUaGYf/4vSSZG3YhNEsn0IHVcULvMMNAjz3qWFOO29bR6vi5X3DYTUmhA83vA2BLESwnxn56ZgbXo8GADto+PY3TOE/zZ0oksii1JBjAGPrCzGvt4hXPr53qnXL+NlG2v3UhKPYRzb0au8QE1+Ji2pZ1tCmWvEiAWAWcJUllHPO2beWJ6D7Cgtntjd6PO8+E7I8AxE/9dJ5VP/vvzLvVPlBn3l727DX9vLvARGCZ0jyuKM2McLkhH6FYV+2sqEKCyITwcHDn/Y1YAJid/5j0eVTpZw9lSRaApalQSjSjnVB+ZksdkxOOEZwMMAHm1WKTyvjDIMGvzfMfMFj02h5FuJTodbKnKn9lmNgsV5MkpF+lui29W4zQ4F48iKKWdzNqqU+PvaBVhf14FUvQbnF/iWbU+ozVJlOcX8ZnEBbthwJAPYjbxrEcBx3Xt8ejw4cCgT2YblitWocEtFLn63w/OawcmZ8bM8wYQXRbJzlcYa8YOCVLCMY78Wuv/157hLgo+CuwghhAja0T2Aa76uEryAzonS4ZljyhA9OdJxT88Q7viuxuMBwd1LCzEvzveUs4QQMpNolCxS9Bo0u2TvAgCzzY5rv9mP+5cXYU1aHABgVUosXj5+EX67pRZbutwfbO/oHsKPP92NOxfnT01PCCGEEEIiT+gx9gmZCT4Fdzk7v8Q6qV1H0u/vG8Yvv9wXUPs8pvGzl8+fYKxgE2p5MDIC+OuY9Disr++QXYrIH25lGX343Jq0OPxqQTY2He5HZaIJJ2UmoGFIumSeb2UZvU8rNLtMo9bjfslVlMDIfv7v3jNuEQzsCqSbyVvQSGVCYB1uTkLZp8T2yQFeZ7HQgEsp3sr9nZqdiGf2N3sN4HDil17js/Lmr2QZ3FKRhwe312HCbsf1i3Kgmgxu8/d4YvfyK5+WnYg3eFmynzm2DAUuWe0A/wIPQ4WfBY//Hc/LTxEM7oo0oTUodlhwLd8FAJeIlAMWOq64biuBlpJM0KlxbFocvmjrdXtdbuZ0XxYvdYxcJFAeeJi3v+/vG4HFbp/aZ8TEaVVTwRa5Jj1WpcRCq1Dg6X1NXts4L9aIm8pz8V5TFwqj9biQV/5qR7dnJq+7lxSAAweOO5KJlG/Uap8qC+pUHh+Fnbzykb5mjxP7nfwpwVaZEI13G7q8T+iC/0soWRY/LEzDW/WdaBga87kNrv55sA1/r2oBGMfRaVVKDH7rUrowkAAZO4BbNlZDyTJ4YHlgpX2lCGbeC2B+uSY9zpos9frnvU2YsItn6wxGoIlOwU5lenLFP19oFCwMSgXsHIcxmx1bugaxRSTrHb+Eo4LxPPswDINYH4Icg8mkUmBQIgsqn7frgGC4en6Wx2t/2NWA9fUdUDKM7IEIeSY9bijP9asNQovwZwtbmRKDy8sy8VVbLxbER+H7ucLlZ4PZb6pVSAcrO685V6XEoCTGgAP9jkEqrut9SVI0liRFT/0tFNy1KCEKL1W3QjFZRlzJMjhXomSt85yoYRmMU2BY0FBwFyGEEA8vVbfiz3ubBC9ejk6JxUMri6ZuMusHR3H9hgMw8y6CfzEvE8dnBDhSlRBCZoBkvQZ/P24BbtxwALt4D63G7Rxu3VSN2yvz8b3JUiMJOjWePLoUL1W34Zn9TW4PKgcnrLhpYzXOz0/B1QuyAx6VSwghhBBC/POXvU14uaZVNPOBt4wf/GAWZ4fBzi7PDAwxaqVbx4mvXSjeHpWXxBjwj+pWXFqS4XPGK1+DIQ4NSAcS+SpBq0KeSY8ErWoqmCrDoBHtXA6HwmgD/nfaErQOm3HXloPYy89OEYQ+MNdZ+JJlgWUY/Lgoza0UjffMXfK3CeeUUpmUhBbnS+lHpx0+lgrzh7fgrjSDNijLEQpGzIvWC0wJtzKbABCn8a3zl7+qm4bHMGKx4cPmLnSbLWABDFnEywXxefvt+IEaLOPI9PLWKZUCbfNv5/DWHygULCJ0jJ4+oV3A3l73c8H7jd34zeKCqb8HZJbnC7fsKJ3Ha2Lr9afF6djTO4zBCSuOTYvDSpEMQEJHINfjVjDKp967rBB3bj6IL10CvPhBQ/t6h7C3dxgGpQIGlQKpeg1KYo2YEMmi+cOCVPzTJXvVvcsKJbex0ljPjnyh12wcB39CPuTGXzCMozNerENeaHWfOlnSy0kssOpA/wgqJoPYNAoWt1bm4Qcf73KbRutjxjSxAGR+pjA5TsiIx7NVzWgdkRfcCgQnA5EYs83uFmQzwgu4CTS73BdtvdD4GJhzpUCQjRSh2ctdZ96m8/YTW/wsWenqvmWFuHFjtdfpzstPwXn5KdjRNYjLvxIfgGG22vGPavdA9FGrzeN6muN8C94PphvKc3H3llq3187MTcJb9Z2C0/tzDefLZvfQ8iKsFehHHLM59gcrx8Fq41ASY8D8OCNsXGgGnxgE9je1jGvkNamxbn8rGAaXlGTgkpIMkU8E39r0ODyyQzhQEThyr8gwDJ45dj6+bu9FnEaFysQjwVxVfcP42ed7oWAc02kVrFufb6ZRi7I4I37mkvlRwXgJ7nJZbmDDMYgr6i0ihBAyZdxmx00bDuApkcCui4vT8eiq4qkHfx2j47jmmyqPFLSnZCXgUpHRWIQQMhuZ1Er8Zc08nJefjMW80Zg2Drhv2yG8UN06NVJGwTC4qDgNx6UJB8G+dugwfvb5HtQPBrdzjBBCCCGEyMOBg40TLmElpwyiUeXeQeDsRB61eY6Uf/vUSrcAG18DILxl5TrQP4LnD7T61UHua+eJcyS4GINSgXTDkcAsbx2Xv1mcDwXD4J6lhSiK1qM4xoC7lhT4HSQSTOlGLe5xybARTMH8ft7m5E/mrhvLc92yzbkvz/MNfzpgD4XhXsjbPhGs8jMaBYslvPJQx4pka84x6XDOZNYSrYLFrRV5Pi0rildCbNRqx7eH+/BWfSeeq2rB36paMGyxYWVytMgc3In9zk78wCqpbEj+dkYVxxhQFmfEvFiDYLCb0M8UyoCMYOCXLOMHqjyzrzmczZFtQbxnNjuxNV2eYMLbp1TinVMq8fCKItHjmtBv5TwujdvsqOUFDXvbJoVoFCyOTYtDbpQO2UYtMgwaJPLKRG7s6Mfjuxpw37ZDuHVTzVQWLKHMe4Aj4KkiIQpKhsHx6fE4JjVWMEPhyZkJOD0nCdlRnsGiCTrP7Zmf1U0usTKI8T4GiMo56okFiPL3f6HjAT8g2huxY8oigW3RG7WCxQtrF+I8iWAEvmCX77yi7EjwFP/Yxd8X+NmK5sW6B//K4S3zXSIvexS//KA3/gT+OAl9snZgFJ+29OCTlm5YvVw7BOMcfXRaHC4QKN8nVkY91SA9uEAjcLwQbiYXsWtZodLhpbFGnJqVCI3AAVZulkNXvgwOyRPZ5sxW99//6NRY3FSRh1sr83Czj9dGcmiVCpTxAm6T9cLlhJ0SdWpcXuZbQGQoaJUK3LusEAUmPRbFR3kcO1wvMTQKFidkJLgFdgGOa2Ibx2HCzmF8MqjrxvJcrMtMwK8X5uCl4xd6/Kpy7y3XZSZENOvybEOZuwghhAAA2kfGcdXX+wRHrjAA7l1WgJMyj4zS6Ru34NpvqtDJSzO7MjkGv1mcPy0etBJCSDgpWRY3lufBaufw8I5DHqne/7K3Ca3DZtxckQsly2LCzqF7fEJkbsDBgVFc9NkeXL8oB2fkJNFxlRBCCCEkjPidEllGLax2DgsTonC6SHkNVzZeT87EZAcVfwR4ml7jUUpjwIcybL48KJ8Ol5MMw+Dm8jzcv60WE3YOv5yXiUd4pccuyE8BB0d5kJUpjtHwS5Ki8dIJiyLQYmmHRz078uV2aEl1hwTzp/IW5CI3kMA1W9rq1Fj8/bgFeKWmDR+19LhNFy1QYnHcj7pqQs0+Lj0On7e6l1ZL89LRKoW/n/J92NyNU7MTsUIk45BcWoXC43eQKk12c0UeLinJgEbBwiSwPqWsmQxgqXcpF2ax21HNC7xcnRqHjR0DXufn7Zfjd+xJbW/+Blz9flXJ1L87RsdxwUc73bJTCHXC+1I+MBJmahILoc1W6lmFXqnwGhwjFF/q3O6Fsmb9fF4mTkxPwDkf7ZBuLM+p2YkeGahc/W1/i9vfmyb3jySdBvkmHQ4Nupfgi9eq8Ndj5ru9JrQt3r20QHTbF1qfcuJtrXY7RicDHxg49q11mQl4em+TR8nVHh9Lu8oxKlLSjd92ocyQb9Z14BYfAjPEAksuK82UPQ9XUWolFiea8Pqhw7Km16uEt19fy107s96cm598ZB687aXHPIE16zeBgyMgiH98zTI6Muft75MOpHflLfjiuPR4DFqsYOC4fknwsVSg0La9u8czS+37Td14v6kbgCNI5/erSgSPyR80d+OD5m5Zyw5G5i4AuGZBDj5q7kHf5L6SG6WDUSV87k3Ra3BadiL+1yhc3lPsurzL7P78t8WH7HHBJlRmUc2yuHtpAY5Oi8Vtm2q8Tu9Ny4h4KW4+sdmP847/4ahu8Zsl+Riz2sDBcXxON2hROzDqUdYXAF4/qRzxWjUMIseIcFuTFoc1kwMHLvp0t9uAGznlcPmTsAwzlbHO6Z8H2+GP2xfnY2NHP8xj4v0gRD4K7iKEEIJv23tx23cHPS6YnDg4ggxOcrlnOjw6jg7eybgszoiHVhRB6UNKf0IImW2ULIM7KvMRq1bhRV59+rcbOrGnZwjPHDsfUWolnlhdihs2HMA2kZIj4zY7Htpeh909Q7hrSYHgNIQQQgghJPj4HQ3FMQbcv7xI9udreJlGPmruwX3LPDOOCJUVGrYKd5o6vX1KJVJcAm3GrDak6DWwcxx29QzhjboOwc/5WmIREO60S9KpPQZ6OaXLCLRZkRKD/562BADQP27xCO4qi4/CuswEn9saCZ+1enb2TDfe+uTk9tldvyjH7e+SWCMWJZjcgrsqE0yCpT+XJpnwXpO8zlonoWY9vKIYD2+vw/p6xzYepVLgtGzvwZZirDL65v9z6HAQgrtYjwAFr9lUdNLZIqTwO/OFgtjGBI4z8VoVeszugSDe2skPtvu6vU902mCUUUrWa1ASa8CO7iPBA0Ixev5kGgkv6eiuUA3uygiw1CjDOLIJcVzwYtOEzk3OoE1+9hHAESyZYvB//xBzdGqs2/brmm3vN4sLcMnne9ym1wkErQkGv0ksU69U4LTsRHAcYAcHjpP322/qGMANGw64vXbXknzRbEO+8ZzHl229sHMc7BywKiVGNFCSHyzsLcuRHEL78l+PKUOOybNEqFy38oJXpOiCFFDyn3UVHq/xtxeGYTAuEXTsGvR09fwsPLW3yetyHUEq4lmibijP9ToPKf4E7R6eDED057rU6VcLsrGEl3nIX0qWwf3LCvHHPY1QsgxuXOS5Tsw2Gz5p7gHDAIsTTMgwaMFxHJ6pavGYF5+d4wSz+nmzLCk4349PaJ/KmSy5K1SGMN/HbG4APALKpYhtQ3cuycewxYYxqw1mm93t3idUhLKIiZWhzRIoUzxd3L20AGarHSzjWL/JMq4pPYP1PacRC3oU4/rT3liei5tdSqCekeP/9ftcR8FdhBAyh1nsdvxxdyNe8zJSxaRW4tw89/S0pbFG/OnoUlz7TRWGLTbkROnwh1Ulgje2hBAy1zAMg6sWZCNWo8If9zS6PRqrGxrD2R9sx3PHLUBWlA6PryrBTRursblTfNT00hDd0BNCCCGEEGHn5KVgbXo8GMbRWckvs+gvzwAPzw4Db4Or+Q/bdUoFTpwMhlKyrEdw1wkZ8eA4/0pZCT3Ylxr97WtHnVB/jlBn/nTVMDTmfSI/BDOuw1tmLrkds2sEygiuTolF+moNGIYBC0dGFCG+dgYBwMUlGdDXtoMBA4ZxZD0BHEFmyXo1uscmcEFBakCZHOSUkxHq6PSVRsF67Etysij4KydKhzGrDV2TgVpxWs9OvQStGidnJfw/e/cd5kS1vwH8ndRNdjfbe1+2AEuVZgMUVGzYrr1h76KIV8Uftiv2ypVrL1dFL16v2LChomJBmvS2dLawvde0+f2R3bCTtslukk027+d50J3JlJPMmcnJnO98D77tEXR3Ymos/mdz/eitnLYPfrrSlyCAyrZOfHmwCugKJlLJZXZBCu4OyxhIV5acSA32uBh61FtlfWh8Hh5Zt8c6fe/Y/gVy5Oq0+O3co/tbLAnb76ajEnSIUlmyBzl6gNgsin2qS016I1q6hhMURUtGppgeQxZePzwDa6sa0WEyQy2X4Y5R2dbXHA3N6Cjox9HZ4ipYK16j8tqDfP9Yt9cr23F0yvfskP9kxlinw/n64us70cGwaGPjdQ6W9A1nWXm8EYD5pk1gkKOMV87EuxkAfEleik9HAuhL27K7/vSnvpS1duCbQ9U4PSsBiZr+B/2MT4zCe9NHOX29RW/Co+ul59g9DgLjHLW5nH2LXvb9Jrt5aeFqlLV2Ij5MiRuL+padzh3n5iRZA+VHxEZgeKxlOELbzGMxaqXTIV+9xVk9iAtTIa5/8cj9trm2Gb9VOA9aD1SvbSuRZBu7YXgGrh2W7nKdguhwvDd9VFcgr+jwN12uTVDtuATX1+Ke2zgmKRrT0+LwY1ktciI1uKIw1Z23Qg4wuIuIKIR9UFzuNLArKyIMB7ueKHhg3BCHjbgRsZFYNHk4nvhrH54+phBRas/S9hIRDXaXFqQiJVyN+Wt2S570aTKYcOkPm/Dq1CKMiI3Es8cOxb2rdmFVZYPdNiYkROG0TOdDBxARERGR9yVoVP3KnBOjUqBeb7ROH9XVEWk7tImjjDq9BVO4CtZJ0apxSkYcZIIAuSAgLkyJW0dkeVJ0CdshIwHHwyxZy+ZhR52jjgNvBNP40nu7yvDVwWqIomi9b+Jt3uyG7a1P151j5qzzNiVc7VZmlrEJul4fLLR1dFK0w4xZKrkMVw913UHlrt6GZQTcCwDrTZhChjOyEjE6XgcZLEGeY3wYnPBM1zCGjXoD9jW123XGAZbO3N9tOiwdZV3r7Xo0f9wQSQahO0Y6v94k9uGaWtmulwyXF66Qo9Um61hJi32QpaN67csAB09NSY2RBHedlB4nef22kVkenzOOnJoZjxaDEZtqm3Fccgwm9jMLnS/YHpeew905y4LTlyP5zs5SfNhjSKkzsxLwQI/AqsKuju2tdc0YGRspycriaH+ig/meDtXXVx/vdX9orFgP79dfmJeCd3eVOX3dLIoIk8txQmqs3VBlfR161ZUpKTGIUSutQ+ZNTY3x+j66yQDYjmvi7EF2fx1rZ/690/kx6vb8sUNxbHK0T8vRl2Ou8EI9WdoViDw+McorwV29cfdoO/w8nKzsKMB3eEwE3p8+Giq54LK93V/3jM3B2PhItBnNOC3zSLZc23aAs5F+umVEhEmykhVGhwMA8qO02N3oPIC5J19cN7xltYP79MHANoujO5/wweZ2fH2wGqauLI0JGpU16M+6Hbvva9fb7Lm0Si7DY5Py8YiYB7kgBPRxD3QM7iIiClG7GlrxPyc3CW4uysSswlT8XtGAPY2tDp/O7DYsJgLvThsZUDdIiIgCyYlpcTg1ox7LDlZL5hvMIm75ZRvmjRuC0zIT8PQxhbh/dbHdMBabahrxZ0UDjvbxDRkiIiIi8p7CmHCsrWqCSRShlAm4Y5Ql4MG2Q8tR4IjrbhTXnSDDYyPwjwn5MMPS8WgSgQ6jCSq5rE830cOVcoyNj5QMgXbhkGSclpUAsyhiRWktnt10wK2yuSvQM3cVN7R6JWOXq4xT/RmqyFZvxyTcQcf1dcPSJRlF/jExv19lSNWqcXZ2IuSCgIq2TvzRo7MsIWzgHhR0NCyqXJAORegoMMpTSpkM022Cd/whSqXE2HglRFHESelxUMgsQZ8KQYBWIbe7/qgcBtK43scxydG4ZmgaVpbXoyg2AufkJjldti9Z1uyCZxwss62+xW6eo3p/RlYCFheXW6ezIgYuJUh6RBgmJkZBgKWs+VHSoaD6k5GuJ5kg4MK8FFyYl+KV7fmC7bHqrc6J8E6gnqPdZEVqkOVgqC1H12RH6/syaLMnZ8OEdcvVaayd5yNsOud7E9NLMNjB5nZMTo3FU8cUYtInqySv+WI4VIVMhtemFuG9XWWIVCpw3XDvBPfaEmAJbFuyRxo4Z5vJKFC40w45LqX3QLhmvRFtRpM1U22YQuZRtk1H11qdUo4mg/Mhxo9k7up/ffFXi9FRELGjAD9HTVhPhks1i86zxXmTTBAww8GDxLbfPfpegruG6LSS4K6pXf2Ic8fk4LaV22EURbt2la1AbvU7q6K2AdmBxn7I197XOdTSIQkqz9Np7bJ9nZoRj6OToiDryqrraVtFEAQo2Y/cbwzuIiIKQT+V1eLhtXvQYdM4U8oEPHV0AY5LsTTCjk+JwfEpMWgxGF026hnYRUTk2gPj85AdqcG/th6S/KTvNIt4eO0e7Kxvxe0jM/HE0QWYv3q35OlHvQjcvWonnjy6EMfb3JjZUd+CYTGe3agjIiIiIt/7s7IR704bic21zRiboEN+lOVJdtvfz80GE0RRlMzvLRtEb0PgtBnNmPbFGsm8z087Csl9HFbFtg85TCGzdv46Gu7NEwazfadRoAd39TYMnbu3SOaOzsGtv253shEPC+WCq48zRat2mIX9vNwk/FXdhG11zZiaFmv3O8RTQ2MicP84y++WPysaJMFdXh2D0gtOTo/HtyWWoQrzo7S4rMC9YWOGxYRjR32r3fz7xuZ6tXx9IQgCHptUYDd/3thc3DkqG0azCJMoIkIpx793lUuW6S1zl1wQcGNRJm4syvRqmZ1zr5PcUb3P1WlxwZBkfLy3ApFKOeY6GFLLX87ISsQZWYkDtv++WlfViLd2lnYNkykiNTys38MK5kVpcVFeMuSCJYQqNdx10J2rK8awrqwxnq7XG4cBG6Jod/3KjNTgtMx4fHOoBgIsw8i6sqayAc9tOgCzaAn/SNGq8dLk4b2WZ1JSNNZVNzl87dYRmbiyMK3XbThj2wbRyGVo7+pD0CpkmJAUBcCSGdBWh8l5QE9/ZEVqJFnWfEEmCGg32pd/sGeXeW9XGd7rEfR6amY8HpngfkC3ozZpQXS40/oJHMkA25ewObVMQGePhqm/js9OB9/vjvrEHJXHkxxvZo+W9j7bIG+jaGkfuBu42R3INjZeh3emjcTO+hb8ergeK20eZO4pUM4xvcmMuX/shChajoMoWjKpOdLbEIcDzbYWufMJ257Ljh6AiFQpnA7B7kiAHNpBh8FdREQhRBRF/HtXGV7dVmL3WkKYEv+cPBy5OumTYqUtHbjt1+04JycJVw3t+w9DIqJQd0VhGobFhOORdXtRZdMhtGTPYRQ3tuLxSQV4bFI+Hlq7Bz+U1lpfN5hF3LtqFx6fVICpaZYA3F/K63DPql04PTMBd4/J8cuTXURERETkvqExERhq0ylQ32HfGdpmNEvacgUuOqeB3h+wctQJ3VuAhiv2ax7Zge12PY3LinTwIJntfYnBamyCDpfkpWDZwSo022S48GZfiN5FuoSnjyl0OD8uTIVXphb1um2TKKKh0wCZIFg6aQVAp1S4rKO2GSwCLSfKA+PzcExyNIxmEadkxDscqtCRf08bhS21zbju562S+f0Z3tXXotRKRPWyTG+ZBD2hkslw79gciKLluiKKIr4+VI3tDjrNu9lWpTajfYkc1TZnHdF3j8nB9cPSoZLLnA63FijuGJmFhVsOWqcvDoDsW3WdBvzVI2ijqcfww301Ki4So+IiXb6+udaSPVIG4PQs+2wz3U7pMbyYrQabstY5+D72hLMr60Pj83BRXgo0cjmye8n812Y09SkTpG22lASNCiNiI1DfaUCUSoHP9lciRq20ZtHxhO0ZlqPToklvQIfJjNmjshEml8NoFvHtoWq7dXvLKBYoUrVqlLd1SuYpBKDdg+C04HinvbM93q6G/nbE0fd9b9lHrdfnPjR2vPmd5Ik4m+/yITqNw/aB4za4+/sZ4NE+HWZi0pvMTr8v7xmbg9kjs6zf1T3b9QXR4SiIDkdZa6fL4C5vZarsLzNErKlqlMxr6LT/nkjSqILwt0rvJ5ttu6k/vx3JtxjcRUQ0yLUYjHhh0wGckhGHrw7W4Luupw97GhMXgaeOGYpom6c1ixtaMef3HajpMOCVbYcQrpDhggC4kUBEFKzGJ0bj01PH4oVNB/C/fZWS1/6qbsKsHzfjsUkFeGRCPhSCYH1iHLA8MTNvdTEWTMrHiNgILFi/FwDw9aFqbK5twqMTCzDcw3T7RERERORfjuINbDuChsVEYHyCzmnWA9vlK9s6sb66CWLXU+ZKB2kU+tPfapvF46kN+7C2qgEigJ/K6iSv7WvyrJNaJZfhhuEZeH275SG0S/NT7O5NBJrTMuOtgQb9IRcE3Dk6G3eOzsa0z9eg1UHGEG+I1zj/POP6OSRidbseZ3/zl2Tej2dNcJn93bYuDuRT/efmJOHT/Ud+lw2PCYdCJuBUB0MVuUPhoFfX0bCXwcSbnXsquQzn5SZL5p2RnYhP9lbgcFsnPrH5jQy41/fvqISu6pWjbHWB6MzsRPxUXofNtc0YotPg0vyBvyfrzjCZ3jZ7ZBYeXLMbDXoDbhiegbiujJFyQbAbWjTdRdavY5Oj8dXBIwFJxyRHu10GR/XJ2akhCILbGdZtA2N6y9zZ7aT0OIyMjbSWK1whx181TXjir33Y2DWM8sjYiD4Fd9mWIVqtwDvTRkrmGc1mPL/pIGwFSyjAdcPT8Y91eyXzLJm7/Bs6NDM7AV8eOFIn08PDUNra4WIN7+s5VC0AbK3rf/umt+9167CMfYjushtuzuMt9I1t09okOq7vzgKLR8VF2g356chAB9R4GtwV50YG35tHZCJeo8KzG/fbvZasVUHnQSYoX3JUH6s77LP1uhv0P5BKW6TXEUdBarbSwsNwTk6idUjf2CBpK4WiwDhjiIjIJ/6sbMBj6y0ZYr4rqYHBwd1crUIGjUJhdwOqWW/ErSu3ScZHf3bTAcSGqTA9wMeUJiIKZAqZDH8fm4uhMRF4asM+ybW5sl2P637eikvzU/DghDzIZYLk5qNCJiBSKcfDa/dInpAtbe1EcWMrg7uIiIiIApyjoUcc9QMtPH4Yfj1cj4fX7kGHSdrZaLuNzw9U4a0dpS7325/OopcmD4dJtASONeqN+Nt3G7DCJqirP64dlo5pabEwi8CQqMB/En5MvA4TEqKsGahsg/D60tHYl+FT3BUml+PqoWl4Z2eZZP6Y+Ei3OuVccTSsZm/D69i/14GL7rqyMBU/ldWiQW+EWi7DXaP7N0yfo07dQM6wPO/PXWgzmqyZtOY4GELu6KRon5ZBq5DjisI0bKhusgvu+ltuUp/rh7tDSAWyLbXNuLIwFZ1GM7RKeUDUpWaDNPuVpwG9fTEyLhKfnnaU3fynji7A3at2Sea5uv5MTY3FhUOS8XtFPcbE6zAz2/1hMWscZPnqMJn73clfbZPVvbS108mSUnFhKrvr9/s2QTpb6lr6VKb+ZHJy1NK4sjAV7/UY7vWWEf4awtW5M7IS8dGeCuxqOJI1sN1kxrgEHX51kWGoJ2+E4FwzNB2/HW5AfacB4Qo5Zo/Kwj02dfr83GT8b1+FF/bmnno3gkB601uN6e6H6stl2naouN6y2XqL7bVFFEWHEZ6CAIyOi8SmHg8BXJafghPSYpGr0/R6zRzoAElH19C9TW04KqG3PJ+uKZwcJxfJZf3O3axrtkNXBqL9NhkhfyyrxZ29DBNcEB2OeUcNcblMaUsH/qxsgEwQIBcswzROS3PeVxz4n1RwYnAXEdEg1GY04aXNB7G0x9OHtoFdAoDUcDXKWjuxqrIB1/20Fc8dOxRpEZYnnCJVCtw6MgtP/LXPuk5BlBZj43V+eQ9ERIPdzOxE5Oo0uPfPYrsbeh/uPozVlY14dcpwKAQBnx+ogkom4NljCjEhMRp1HQbsrG+1Pt1/YloszvbgxiQRERER+cZl+SkQAadDTIW52RGskMlwYlocHlu/Fx02CZ1s+xQcBW69PGU4vjxQBbkgQCET8FN5HWYVprm1b1s9n9b3VR9MThANb5Kr02LRlOHW6UmfrJK87iprlSNLdh9Gm03WLm93Vt5UlInTMhPQrDfip/I6yGAZNr6/vi+ptZvXW8lts8IMZMdPangYPjhpNLbUNSMvSouMCNdDqPVG7yDYLVAyd326rxItXYE5giBgamoM1lQ1oqXHQ53NeiMeHD8Ej63fB5Mo4qT0uF6HifWls7OTYBR7z6TjqA71FmQY6NqNJtz1x07JvPemj0Jh9MB26R12M/jIHxzVTUcBp92UMhnmjsnBXHgexFkUE4EIpdx6vqRq1Yj0QrBdbD+zJ/YU46UsK7bDR1e12x9zZ22BzAj7zGkXDknBHxUN2NPYhuEx4TgrQO5d5UVpJcFdgOU+3bu7ylDfablW3js2t0/bFuBeeyk1PAwfnjQaO+pbMCRKi0SNCgkalfUeYZRKgTmjszA6PhIPrNndp7L0JkWrxuEeQ1TeOSq739vsNXNX1wLeCO7215XetvXuKnPXbSOzcNfvO9BsMGFodDhOyYiHXBDw1okj8XNZHRI0Ktz263aH+xnozF0RDq5rmf1sGwGA0klA1EC/354ctRscFVshC/zMXba89SnvamjFMz0ysGVFhLkO7grytligYnAXEdEgs6G6CY+u34MyFz+2tQo5joqPxG8VDdZ5+5vb8eym/XjhuGHWeefkJKGyrRNv7yzDUfE6PH1MISIDJE0qEdFgUBQbiXenjcS8P3dhU630qcq9TW246PtN+Ofxw6BRyHF0UhQmdj01PSMzASPjLDd3qtv1uP+oIfzBRERERBQAZvfSKTY2QYdYtRJ1XZkRhkaHI0zuvIPYUceXO1k0whVyfHPoyBDfKpnQp+CuDpMJN/+yDSIsT6836429rhNKSlrakRkRhpKu4U9EAOkOOrddsQ3sAnyTFSAr0tI5N8JJ4KG39PazxDb0wlfDUborXqPCiS46phyZnhaHH8uOBLadmWUZxrHDwZBezoYy8rf3i8sk9wozIsIcDrF3RlYixsbr0GIwId+PmfRUDoaTjdcoUdHWt2Ci4Ot6leoeqranIEgW4leOAmk7Tb4ZVk8ll+Gesbl4buN+qGQC7hmb45V7MHE2AVn9CRi7YEgyPigut2Y2umF4Rp+28/mBKsl0cWOb3TKO3vlJaXEOs0EmaFR4d9pINBtMiFTajx4yUBzFlEQoFXh/+mj8XFaL9IgwHJMc06dtyxwMGepMbJgSx6Uc2c+9Y3Lw+F/7YBZF/H1sDhQyGU5Kj0NNux7rqhsxJk6Hf2071KdyOWI7DJ83vrN6C9pSdgXHBNNtTNvAH7MoOgyYkQkCRsVF4r+njEV1hx65Oo31/WoVcpze1V7QKmRoc9Bm6Ouw0N6ilMlwzdA0vN2V7fXs7ETEa5xneX1nZykWF5dbMzlNTY11mP3J2XkfaMFdWRFhONhjSENHAV/BkLnLV2yPV2/fg0OC6OGdYMIeeiKiQaLDZMKrW0uwZM9hl5HYqVo1njtuKDpNZmyvb7XeUE7UqPB/DhpeNwzPQKJGjTOyEoJiPGkiomATF6bCs8cOxZU/bpE8LQcAdZ0GXPvzVtw9JsduOIzU8DC8NrUIFW166FwE3ppEcVAMSUFEREQ0GMgFAU8fU4iXtx2CSib0miEhJVyNpgZpQJX90DD263ltmD8R2F7f2vtyIaq8tROHenQCJYQpcWVBqkfbaDfZBze5at8Hut46dcfG66AQBGsAwolpsf4ollfdMDwDf9U0or7TiPgwJa4Zmg4AyI60z26hUwVGcJftQ6ClLR1oNkjrXnfwZmq4ZwGK3jAsJgIJYUpUd2UNyonUIC5MhSqbLNdKmWA3OoGj+6CD8eEnT4bHCwVahf19ak8zJ3piRkY8ZmTEe3WbtqEd7tZbsyhag4eErvUSNCq8fkIRlh2oRmakBhcMSe5TmR4en4d7/jwyNOA1Q+0Dw8MUcoyKi8TmrqHnEjUqPDoxz+k2FTIZYtSB1a9gdtKDkqBR4YK8lF7XdxWTIhP6Ptzc5NRYfJMq/V6UCQIuLUjFpQWpaDOa8GtFvfWz769L8lPQqDda6hH8E4zRHejjjRrhrzgbu7Y3HNeB7vcUG6Z0mZnvofF5uH/1bphE0ZrpbXhMOKYFQJvoxqJMTEmNhdEsYkRshMtlO4xmSQZQRw8sAJZMeY44GvZwID00IQ/tXUF3IoCH19pnzFMGYx+pl4LoVh6uk0wfsBn+8YqCVOsQwYkaFU7J8OzhCXJP8P5KJCIiq611zfjH2j2SqHJHxsRH4smjC61pmt86cQTu/G0HDrd14pljCh1G4QuCgHNzk3xSbiIistCplPj01LF4ZN0eSYYFwPLk6WPr92J9dSP+PiZHcrNSIZMhPSIMvx+ux6SkKLvU0Ksq6rFo6yE8OjEfuXxahoiIiMireg7R5ImRcZF4ZUqRW8tOTIyyGzbItiPL0e16uyfh+xjoMBgDJLzp64PVkunqDoPHn1mrgzoU6cMABW9y9FZ762jVqRRYNGU4luw+jCStCjcOz/RN4XwoW6fBf04eg31NbcjTaRHVdZ8tXqPCmVkJWNZVL64dlh6ww/c4Ok6/VdRjcurAdCzLBAGPTSrAS1sOQi4TcNdoy9B5dtnFRODKwlS8t6vcOm9mVqJdtqHByNmwVv4UFiCZ6ADL99MxSdFYVdkAwDKE3dFJUQNbKA9FqRQ4KT0OZlGEWQQ0DgLWHPm5vA7z/iy2TmdFhOG/M8aiKDYSRbH9y854THI0ZmYnYEVpHYbFhON8J0FiT0wqwOvbS2AURVw3LB2yAL3WOXN0UjS+tbn/5i2+/CS0CjneOGEE1lU14lYnQ/t54pwc7/f79Hap6h6W0VG8qrtDWh7Zl3+ui80G6YMWh9s6HWZnc7c8J6TF4YOTNDjc1okUrRpNeiOGx0YETJthWIzroK5uZa3S/shqm4DsbnlR4ZiUGIXVVY2S+YGUuQuA3fVz9qhsPGgzJKrBRxkifam/3wvdrhmajuUl9plru90yIhPZkRrUdBgwMzshYOrzYBMcvxKJiMghvcmMt3aU4r1dZXZP+tg6MysB9x2Va00DC1iexLtzVBYeWrsXlW16DO1bpmEiIvICQRDw8IR8TE6Jwb+2HrJ7svrbQzXYXNOMhyfkYXS8zjr/i/2VeOyvfZicEoMFk/Ktw/rUdujxyLq9qO804KofN+OuMTk4OzuRHXREREREXvLw+DzcvepIdotHJ+Z7fR+Og2dsswfYd4xEKhWYmhpjfSK+r8MgBUAsQUASu4bjadAb+r2tSYnR+GRfpWReeD+G5hpo7lSZsfE6jO3xmyYYxaiVGJdgH0gyf9wQnJWdCJVc5nbnqD9cOCQZ/91bAcCS8ejsnCS8uPmgZJmBzvg8Ol6HN08cKZln+/tVhGX4ufVVTdhW34JpabHI0dlnTAt2ttf50zMTkOkgM5y/5dk8NJY+AFneenpg/BC8tq0ELQYTrhqaFnQdybk6LR6bVODxer6Mh1DJZZg/Lg/zx7leLl6jwv3j7EcBCRYRNoGKKVq1h1twfhAs1y3fBq0E8q293jJ4DuvKBuUoG2Fvn5oMRzLexagVyPRwKOy+cvQwh9iP4C4AyNFpkRPkD+J+X1ormd5Q4zyj3PPHDcU/1u3FdyVHgiqbDSYYzWLADNdqa2pqDDJ6DL8OAGdlJw5gidxz79gcPLVhPwDLOXPLCO88SJGj0+KOkVn4794KZESE4Xqb4X9lgoAzg+DzCXYM7iIiClLFDa14ZN0e7HEw7n1PAoDbR2bh0vwUuxsin++vxNMb9sMoinho7W68ETEC+VHhPiw1ERH1Znp6PI5PicXCzQfsOnnK2zpx4y/bcHRSFJ4+phC/VTTgib/2AQB+PVyPO37bgWeOGYoIpRyPdgV2AUCnWcQTf+3Dxpom3Ds2F5oAetqWiIiIKFgdnxKDe8fm4s/KehwVH4WT0r0/9MTvh+t7X8hBT1hmpAZPHzO03/v3tKslLdzTztHg8/r2Ery1o9Rr24u0GbZPp5T7LROFL4T6wySCIEgexgkUs0dldQ1z2InzhyRD6+A3YSDWO0dd/4kaNd6ediQIzFvDkwWSq4em4dL8I0PDqQNlGCi7AzKwWVfiwoI7wKivlpdIM071NpoH2ZuQGIWlM8bC1DXEpTeDW68oSMUbPdoJR/ngO2GITourh6ZBIQiQCQJe217i9X30lauPMlGjwmmZluFN+xLP88Jxw7Bkz2G0m0y4qSjTbwGdjvbi6OoXoDFKAUEhk+GY5GhJcFegC5PL8d9TxmB1ZQP+rGzE8NgInOKD33vedm5OEhQyGXY3tOKk9DhkeTE4vHuIWBo4DO4iIgpCH+85jBc2H3SY+rUnrUKORyfm4+ikaMnNtQ6jCc9s3G9NEw8A7SYz/v7HLrx94kiX44ETEZHvqeUy3DM2F+MSovDY+r1oNR55QkwEsKqyETOWrYMoQpK5cWNNM67/eSsemZCH6g77VNjfHKrBroZWPDGpENmD8OlmIiIiIn8SBAHn5SbhvFzvD2njCV+26zwN1AmFocBLWtq9ur2RcZH44rSj0Gwwollvgt4cPMO9OKodARKCQjaUMhmuGprmcplg6JR2dCt0ZGwERsVFWoO8ZhW6fp/BIEKpQEQA3p61GyZzQEpBnUE4LFigCVPIkRbhmwcfLxiSjO9KanCopQORSjluH5nl9X0YzSLe2VnW7+3saWxFTbsBgmAJ8E3WqpAR0b92paOvkjFxkZiSGovTsxJ6jCzj+ZfO0cnRODo5uj/F6xN3m8OBGCQd6AK97SETBByTHINjkoNn2CNBEIIiwxj1DYO7iIiCUEp4WK+BXenhYXj22EKo5TJc8v1GzB2dg6OTo1HS0o77/ix2mPErKzIMykBvTRERhZDp6XEYFhOOh9fuwSabp5HbjJabeUqZAIP5yHfCgeZ2zPl9J548ugDfl9bi466hN7rta2rHVSs2Y964IZiREe/7N0FEREREfdbb0DYAcEpGPBZtOYS6rqytF+el4NRla9GsN8EsijADeOOEERgVF9mH/ZOt2g7XQzHua2rzKMhNKZMhSatGEgZH1rNQz9wVzAZ6WEZH3CmSIAhYNHk4fi6rRaRKgWOSon1erlBlezjMjO4aEMclR2NVZYN1WhfEQ/kGK1dVP0qtxHvTR2F3YxvSwtWIC1P5df+e+HD3YXzVIwHApfkpuGNUdr+26ei6nRYRhstssv142g2VPoDZYd1pj1PfBNInO+/PXTCYRZi7hl+fMyo7IIZEJuqJwV1EREHo+JQYnJIRb5eCudvRSVF4dGIB9CYzbvxlK0pbOzH3j524OD8Zn+6rkmSA6XZJXgpuG5kVsONbExGFqtTwMLwytQhvby/Bmw6eyjOYRahkAvQ97qrWdRow+7cdeGxSAcbG67Bg/V609bj2t5vMeHDNbmyqacKdo7KhCpQhHoiIiIKE0WjEhg0bUFZWhqqqKkRERCA5ORljxoxBbGysX8vS2dmJvXv3Ys+ePairq0N7ezsiIiIQGxuLoqIiZGdn+7U85F3uBDYoZTL8e9pIfLa/EnFhKpybm4SvDlbB2OOhMHMvD4g53b+Hy/dxN0Glt89kS21zSGQws+A9pMEkVh14qaKa9UbJtBlAi8GICKW0a0stl2FGZoIfSxaaGLwZGMJt6n9KeNgAlSR0pYeHoay10+nrGoW8T0H17hK9FN5l227zZ+Ypd/akVcjQZjRDJRMw76iBG4LVYZdZKDR6vSxVax+gF0jfK78frkdnj/vr1w+z70clGmgM7iIiCkI76luwqabJ4WuXF6TilhGZaDEYccvKbSjt+pFhFEUsLj5st7xWIcP9Rw3ByczeQkQUsOSCgOuLMhEbpsJzm/bDZHP/QG8WIROkT812mMz4+x87cfeYHLw7bSTmrbbP2vjJvkpsq2vB45MKkBbBm4FERES9aW9vx8svv4ylS5eipsb+YRulUokpU6bgjjvuQGFhoc/KUVJSgm+++Qa//fYbNmzYAL3efjjmbklJSbj44otx2WWXISoqymdlIt84KT0OexrbrF14OU6eHk/SqnFjUaZ12rZzrs/BXR52uHirszGQ9Za9YW1VI87OGdihOonccVJ6HH4orQUAqGQCzh3gIWYd0TtIDcVsUQPHflhGHoyBMCkpCi9PGQ4Blu/pcAUzd/nb7aOysPqHzdbpm4oy/Lp/uSAgKyIMIixZvEpaOvq0na8PVUumfy6r7fcwkiqZew+QutPGvLwgFbk6LXIitT4dhrw3DssaQEFJwWJUXCSG6DTY22QZ4vzUzMDqk+y0aWCsr27E8NiIASoNkWMM7iIiClBmUcQfFQ04Ljna2ngURRGf7q/C85v2S4bgAiw3Ye4fNwSndT2lFqlUYEy8DgddNOxzdRo8MalwQBvGRETkvr8NScaU1BjcsnI7Dtlc3x3d4DYDeHrjflxRkIo3ThiBFzYdwBcHqiTL7GxoxZUrNuPB8XmYmurfTCNERETBZPfu3Zg9ezb27dvndBmDwYAff/wRv/32G+bNm4dLLrnE6+WYM2cOvv76a7eXr6ysxMKFC/Hhhx/iySefxPHHH+/1MpHvrK5slHSdH5cS49Z6thkG/BUMwW5+ouBx95gcqOUy1LTrcWVhml02rEAgOghM5aADA6eirdNm2nlwOflOXJjKJ0P9kfvyo8Lx+KQCfH2wGnlRWlyWn9r7Sl4UF6bCf2eMtU5P+mSVV7bbYTJ7vE7PQGEAuGZYOr7vMd0fWoUCJ6bFeWVb/eHoa2dcAh+auTgvBUv2HEkoMaswzeXygiDg1akjsHRfBbQKeUAGlffUl/OByNcCr7VORESoaOvEY+v3Yk1VIx4an4fTsxLQbjThqQ378M0h+6fDEzUqPH1MIYbFHIkilwkCJqfE4JtD1Q6fcjs1Ix73HZULDZ/sISIKKgkaNT6eMRY/ltbg6Q370WAzTIUj7xeXo6SlAw9NyMOY+Eg8tWE/Onv8QG0xmHDPql24oiAVNxVlcoheIiIiG1VVVbj22mtRWVkpmV9UVISMjAw0NDRgy5YtaG1tBWAZKvHhhx9GeHg4zjrrLK+W5eDBg3bzBEFAbm4uUlNTERUVhebmZmzduhW1tUc6Vqqrq3HjjTdi0aJFOPHEE71aJvId26QASRr3OnP/76gh+LGsFnJBgFwQsK+pDeMTfd8J1djZe9s02DFRAw0WMWolHhyfN9DFcMk2azXg32HDSKqqncFcRN2mp8dhevrABx55U1+urjcOz0B5awfKWjtxSX4Ksp1kmXWHWi6T3K+cmureQw2+5uhzGRKltQa2CbAETIeaS/NTsKqiHgdbOjBEp8FFecm9rqNTKXDV0HQ/lK7/kh0MI0k00BjcRUQUQERRxLKD1Xhh0wG0Gi3jOT+3aT+StSo8u3G/NV1pT6PiIvHk0QWSp3X0JjP+tfWQJGq+m1Im4K7R2Tg3JymgxrMmIiLPTE+Px5h4HZ78ax9WHq7vdfmfy+tQ8tMWPHPMULx94gjc/2exXXbH94vLsa2+BQsm5vMpUCIioi6iKGL27NmSwK6CggI888wzGDp0qHVeU1MTFi5ciMWLF1vnzZ8/H8OGDUN+fr5PyjZx4kScf/75mDx5MmJjpRk4RVHEDz/8gEcffdRadqPRiDlz5uDbb79FcnLvN99p4MlgO7yie+up5DLJw2HxYUpcmJfizaI5tK2+xef7CHShdKsllN4rDQyHmbsGoBxERIFkf1Mbrvt5K8yi6N3srH34Ys+M1OCdaaOs030dChywBHOtLK9Hh8mMS/NTkBoe1udteZNa7vibZ8HEfFyan4IIpQJZ/QhqC1ZJWjXeO2kU6joMiA9TQeXkcwoW8WFK1HQYrNOJbj5UQ+RPDO4iIgoQVe2deOKvffijokEyv8Vgwq2/bnfYSL80PwW3jsiEosc45oea2zF/zW7sami1Wz5Fq8bjkwo4TjQR0SARF2bJ3PjNoRo8t2k/Wgwml8vvbWrHbb9ux8czxuCdaaPw+F97JanTAeCv6iZc+eNmPDapAGPidb4sPhERUVBYvnw5NmzYYJ1OT0/H4sWLERUlzYKk0+nwwAMPQBAEvP/++wAsGbwWLlyIRYsWea08giBgxowZmD17NvLynGdcEQQBJ598MkaPHo2LL74YZWVlAID29nYsXLgQTzzxhNfKRL4zIi4CarkMgmAZiiwt3L0nyG371fz1cNcVBf4dlmggMJ7piPQA6XSlwctRiAAfViUiQq/3AAdKf67QQ3Ra3DMmF3qzOaAeOp2SGgutQoY2oyWr2Iiu/jVBEFAUGzmQRRtwYXI5UsMHx+hAD0/It2aOM4siCqLDB7hERPYY3EVENMBEUcTXh6rx/KYDThvktoFdWoUcD4wfgmld443vrG9BVkQYfiyrw7Mb96PdwVjQU1Nj8H/jhiBKpfT6eyAiooEjCAJOz0rAuAQdHv9rL/6sbHS+LIC5Y3KgkMmgkFmeMBsTr8OLmw7A2KMHsKbDgFtWbsPtI7NwcV4Kb54TEVFIsw3MevDBB+0Cu3qaO3cuVqxYYQ2m+v7777Fjxw4MGzbMK+X55z//ibS0NLeXT0xMxIIFC3D11Vdb53333Xd45JFHoFIFTqcJOXZTUWaf1jPbhET4sjUXo1bAZLZ0gFzsh+xgFDiiVNLuhRg1uxvIu4bG2HesKmX8fTpQeGuAKDDIezkZC/sYlOKNU7y/9xAjVYHXllDLZXh0YgFe3noQGoUc947NHegikQ9M8MMQ9kT9FXhXSCKiEFLdrseTf+3DbxW9D6fVLU+nxRNHFyCzK83r74frcd+fuxClUqC6R8rQbiqZgDtHZeO8XA7DSEQ0mCVp1XjxuGH4aE8FXtpyAEYHjzjrVApJB4wgCLhgSDKGxYRj3p/FqGrXW18zicCLmw9ic20z/m/cEEQo+dOBiIhCz65du1BcXGydzs3NxdSpU12uo9FocPHFF+O5556zzvvyyy+9FtzlSWBXt2OPPRbp6ekoLS0FALS2tmLHjh0YPXq0V8pEgSdKpcDExCiIIiBCRLTadw96zRs7BFPTYntfcJDo7dZKQgBlmvC1HJ0GD43Pg0yw/LZQM+iGvCxRo8bfcpPwyT7L8MK3j8yCjPc3iSjE9XYZ/PuYnL5tt09rhYbjU2JwfErMQBeDiEIce2iIiAaAKIr45lANnt+0H80epM89PTMB947NQZjCkub064PVeHTdHpgBh4FdOZEaLJiUj7wopg8lIgoFgiDg4vwUTE6JwQNrirGtXjpEb6PeiBt+3orLC1Jx/fAMFDe24rtDNbg4LwXvTR+FB9fsxpoqaeavFWV12NvYhiePKUSuTuvPt0NERDTgfvrpJ8n0WWed5dZ6M2fOlAR3rVixAvfcc49Xy+apoUOHWoO7AKCqqmoAS0O+VhQbiZcmD/fLvhQhFtAj9NL1eXmB5wGYwSouTIXTsxIGuhg0yP19TA7OyUmCSiZDtk4z0MUJaYE0TBpRKEvUqPH61CLIBAEyAZAB2N/cjq11LZicEoORccE5VKCjoXiJiOgIBncREflZbYceT/y1D78edj9bl1Yhx9/H5OC0zHhr9q2GTgOe3rAP9gMwWpyTk4g5o7KtgWBERBQ60iLC8OaJI/HRngq8svUgOnuM72sG8F5xOX6vqEeMWol11U34394KjI7X4Y5RWRhRXoe3d5ZJtnewpQNXr9iCeUfl4tRMdt4QEVHo+P333yXT48ePd2u9lJQUpKWlWYdm3L9/P8rLy5Gamur1MrpLLpf+NjQY7B8QInIkSaNCZY8Mr/eOzcW4BB0MZjMMZhHp4WEDWLrAkBkRBhHAnFFZiA3zXZY0olAkCAIK+jjEGHnXzKwE/GvLQbSbLHekT8mIG+ASEYUmtVyG0fE6ybxhsZE4PSuxX9tlYkQiosDG4C4iIj8RRRHLS2rw7KYDaNIb3V5vRGwE/jEhH2kRR26W7mtqw8Nr91h/SPcUqZRj3lFDMD2dP66JiEKZTBBwSX4Kjk2OxiPr9mBbXYvk9b1N7QDaAVgCvjbUNOHFTQewcPIwFMVG4pG1u9HUI7tkh8mMh9buwZbaZtwxKhsqucyP74aIiGhg7Nmzx/q3TCbDiBEj3F539OjR1uCu7m0NZHBXSUmJZDo+Pn6ASkL+cP3PW7G/qQ0mETCLIh6ekIcT0/p2n8D2zkOKVoWsSGbP6enjGWMHughERD4XppDj5SlFeL+4DLFqJW4qyhzoIhGRF/WWnZSIiAYWe2SIiPzEJAKLi8vdDuySAbhmaBpem1okCexaW9WIq37cjF0NrXbrjImLxPvTRzOwi4iIrLIiNXh96gjcXJQJRS+P4G2sbcasH7cgPkyJd6ePwlAHT0cvO1iNw22dviouERFRwGhsbERdXZ11Oi4uDhqN+wEt6enpkun9+/d7rWyeKisrw44dO6zTCoUCQ4cOHbDykO+1GoxoNpjQZjShw2TJsNVnonRdgWkdiIhC1vDYCDxxdCH+PjYXkSrmjyAiIiLyFwZ3ERH5iUIm4IHxeZC7cRM0WavCy1OLcGNRJhQy6aV6eEwE4jUqyTy5IOC2EZl4eWoRUsLVXi03EREFP4VMwFVD0/Dv6SORH6V1ueyB5nZc89NWLC+pxStTi3BOjjSl+/3jhjBTAxERhYRDhw5JplNSUjxaPzk52eX2/Gnx4sUQewTojBs3DjqdzsUaFOxsA7BEse/BXbaZu0I9tIuxbURERDQYsYlDRBTYGFZPRORHBdHhOCcnEZ/sq3S6zDk5ibh9ZBYilEcu0cUNrSjoyp4SrpTj4Qn5uPHnrTADyNVp8MiEfOvrREREzuRHheOdaSPx1o5SvLerDCYnfXwmUcQr2w7hj4p6PDwhD+1GE74rqYVcAFZV1CNRo8LYeHYIExHR4NbSIh3SODY21qP1Y2JiJNPNzc39LlNf7N27F4sXL5bMmzVr1oCUhfzH9sEyZ+0+d7x5wgiYRBGiCIgAEm0eOAs17PgkIiKiwSAnUoP9ze3W6fNykwawNJb7lkRE5ByDu4iIvMwkiqjt0CNRI82g1WIw4vXtJVjqJLArRavG/UflYmJStHVep8mM5zbuxxcHqvDCcUNxTLKlc2BUXCSuGpqGNqMZt4zIhFrORIxEROQepUyGm4oyMSUlFo+s24MDPW7i2NpU24zLftiECIXlZ4NJBL45VAOTKDK4i4iIBr3W1lbJtFrtWZbksLAwyXRbW1u/y+QpvV6PuXPnQq/XW+cdffTRmD59ep+3WVFR4fL1+vr6Pm+bvOf+o3LRYTJDLggQBCA9PKz3lZxI7ce6RERERBSY7hmbg7t+34l2kxlZEWE418/BXVcVpuHfu8oAANmRGhybHO3X/RMRBRsGdxERedHexjY89tdetBpMeH/6KKjkMoiiiB9Ka/Hi5gOo6TA4XO9vuUm4dUQWwpVyAJbhEt7bVY5vS6qxr8nS6f7gmt14d/oo603VG4Zn2A2zQERE5K7hsRF4b/oovL69BB8Wl9sNt9OtzWhGm1EvmXdmVqLdcu/vKsP4xCgMi4nwQWmJiIj8r71dGgCtUnmWrcg2GMx2e/7w0EMPYceOHdbp8PBwLFiwoF/bnDp1qsvXlUolhg0b1q99UP8NZZvMZwTm7iIiIqJB4KiEKCw5ZQzKWjswPCYCGoXcr/u/qSgDhTHhaOg04JSMeMjY30VE5BKDu4iIvKDDaMK/d5XhvV3lMImWsQ7e3VWG6elxeGHTAaypanS4Xnp4GOYdlYvxiVHWeeWtHXjir3126zQZTLjvz2K8feJIKGQCA7uIiKjf1HIZbh+ZhRNSY7Fg/V6XWby6hSvkGBkXKZn3Y2ktFm09BKVMwPHJMbg0PwUj4yL5XUVERIOKp99rtsuLYj/GxeuDN954A0uXLpWUZ8GCBcjIyPBrOYgGGzZxiYiIaLBI1qqRrPUsQ7GnnDWdBEHAtLQ4n+6biGgwYXAXEVE/iKKIX8rr8MLmA6hok2Y1eWtHKd7aUQpHt+9VMgGzhqbhioI0yZCKO+pbcPMv29Buss+fEiaX4bL8FChkvItIRETeNTIuEu9NH4U3t5dgsYssXgDQajThyh83485R2Tg+JQYHm9uxYP1eAIDBLOKn8jr8VF6H7EgNzsxKwAVDkhHm5yf/iIiIvEGj0UimOzs7PVq/o6NDMq3VavtdJnd9/vnneO655yTz7r77bpx++un93vYvv/zi8vX6+no8+OCD/d4PER1xVIIOf1U3DXQxiIiIiDzm30dciIgGLwZ3ERH10aHmdjy/6QBWVTY4fN1Zg/WYpGjcPSYH6RFhdq/lRWmRpFVLMqcIsDw98eyxhciLCu9/wYmIiBxQy2W4dWQWTkiLxT/Wuc7iVdLSgd8O1+P4lBgsLi5Hm9Fkt8yB5nYsLi7Hxfkpviw2ERGRz9gGY3ka3GW7vL+Cu3755Rfcf//9kkxh119/Pa677jqvbD85Odnl60ql0iv7IaIj5ozKxqwfN1sfwnh0Yv6AloeIiIiIiIj8i8FdREQe6h6CcXFxOQxm9585SNCocNfobJyYGut0OA+lTIZ7xubglpXbAQCJGhVuGJaBE9NjEaHkJZuIiHyvKLYri9eOEize5TiLlwzAlJQYAMC9Y3MQrpDjP3sO2y03IzMeSpnMbj4REVEwiIiIkEzX19d7tH5dXZ1kOjIy0smS3rNu3TrMnj0bRqPROu/CCy/E3Xff7fN9E4WKgcinXhAdjpenFmFleR1GxEZiejqHMCIiIiIiIgoljBQgInKTWRTxfWktXt560G4IRlfUchkuL0jFFQWp0HQNSyWKIgRBQFV7J57beAC3jshEZqRlyI9xCVE4PTMBSpmA2aOyGNRFRER+p5bLcOuILJyYGod/rNuD/TZZvMwA7vpjJ87NScItIzJx5+hsDI0JxytbD0EmAOVd35NnZiU63cdPZbUwmEWckBoLlZwBYEREFHiysrIk04cP2wcyu1JRUSGZzsjI6HeZXNm+fTtuuukmyXCQp512Gh555BGf7pco1Dh5Xs/nxsbrMDZeNzA7JyIiIuqjAWo6ERENOowYICJyw4bqJvxzywFsr2/1aL1TM+NxS1EmkrRq67z11Y1YuPkgJiVFYem+SrQYTKjvNODVqUWQdd0hnD9+COQDdbeQiIioy/DYCLw3fRTe2lGK94vLYOqRsFIEsHR/JX4ur8Oc0dmYkRGPGRnxeH9XGSra9QhXylEQLR1OuLy1A6nhYRBFEa9uK8GB5nboVAqcnpmAi/KSkRpuP2QxERHRQImKikJsbKw1A1dNTQ3a29uh0WjcWr+0tFQynZub6/Uydtu3bx+uvfZaNDc3W+dNnjwZzzzzDGTMoklEREREREREFNQY3EVE1ItXth7Cv3eVebTOyNgIzBmdjaLYI8NuHGpux0tbDmLlYctQHrsajgSKbaptxkd7KnBJfgoAMLCLiIgChkouw80jMnFCWiwWrN+LPY1tktfrOg14YM1uLDtQheuHZ+CtnWXoMJkRH6ZEnFqFs3MSoVHI8VNZLf5v9W7cMDwdo+MicaArG1iT3oglew5jckoMg7uIiCjg5OXlYc2aNQAAs9mMrVu3YsKECW6tu2nTJrtt+UJ5eTmuueYayTCQ48ePx6JFi6BUKn2yT6JQJjD/BBEREREREfkZg7uIiHpxdFK028FdKVo1bh2RiZPS4yB0BWhVt+vx7q4yLN1XCZMoOl33f3sP44IhSVDwqWoiIgpAw2Ii8O60kViypwJvbC9Bh8kseX11VSPWVTXC1DVd02HAC5sP4K2dpTg9Mx7LDlbDJIp4ZVsJolXSnyHp4WEYl8AhZoiIKPAce+yx1uAuAFi3bp1bwV0VFRUoKzvyOzInJwepqaleL19tbS2uvvpqyZCRRUVFeO211xAWxqBpIl9I6ZGdnYiIiIiIiMgfGEFARNSLoTHhyI50PeyGTinH7SOzsOSU0Tg5Ix6CIKC6XY/nNu7Hed/+hY/3VrgM7DotMx7vTBvFwC4iIgpoCpkMlxekYsnJY3B8cozd6yYH61gyc1WgxXDk1Qa9UZLv4OycRGtQtK3Ktk78WFoLo9ns8HUiIiJfmjZtmmT6yy+/dGu9L774wuV2vKG5uRnXXnstDhw4YJ03ZMgQvPnmm4iIiPD6/ojI4iibhxLSwhnsRURERERERL7FzF1ERADKWztQ2abH2B436DpNZny2vxL/3lmGuk6Dw/XC5DJckp+Cy/JTEdmVhaSmXY/3isvw2b5KdJodB3TFqBW4YXgGatr1GBYTgcmpsd5/U0RERD6SEq7Gs8cW4ufyOjy36QCq2/Ueb6P7GzJRo8LY+Einy/1vXwXe21WO+DAlzs5JwtnZiUhitgQiIvKTwsJCFBQUoLi4GACwd+9e/PLLL5g6darTdTo6OrBkyRLJvDPPPNOr5ero6MCNN96IHTt2WOelp6fjnXfeQWwsf18S+dIxydH4fuYEiF0tWhmHaSQiIiIiIiIfY3AXEYW03Y2teH9XOX4orUGSRo2PZ4yFSRTxxf5KvLurDNUdjoO65IKAc3MScc2wdMSFqazb+mjPYXx3qAZ6J0FdKpmAi/NTMKswDRFKXoKJiCh4CYKAE9PiMCExCq9tK8H/9lagL7m1qtr1uGXldtxUlImL8lKgkB3pHNObzPhifxUAyzCPb+0oRZPeiLvH5HjpXRAREfXutttuw+zZs63Tjz76KMaMGYOoqCiHyz/33HOSIRlPOukkDB8+3On2ly5dinnz5lmnJ06ciPfff9/p8gaDAbfffjvWr19vnZeYmIh///vfSEpKcus9EVHfKWUyKFXMvE5ERERERET+w8gCIgo5oihiQ00T3i8uxx8VDdb55W2deOKvvVhT1YgqFxlIZmTE44bhGUiPCINZFPHb4Xr8Z3c51lU3OV1HIQiYmZ2Iq4amIZnZRoiIaBCJUCowd0wOzshKwAubD2BjTbPH29CbRfxzy0F8c6ga9x2VixGxlkxeK8pq0aA3Spb9Wy47rYmIyL9OOeUUjB07Fhs2bAAAlJSU4PLLL8ezzz6LwsJC63LNzc148cUXsXjxYus8tVqNO++806vlue+++7By5UrrdFhYGBYsWABBEFBaWur2dnQ6HXQ6Xe8LEhERERERERHRgGJwFxGFjA6jCd+W1ODjvRXY09jmcJllB6udrn9scjRuLspEQXQ4ajv0WFxcjs/2V6KkpcPlfgUALx43DBOSHD/VTURENBgMjYnAq1OKsKKsDi9tOYjDbZ0eb2N3Yxuu+2krzstNws1FmYhRKzEqLhKbay0BY+MSdMjRaZ2uX97agdTwsD6/ByIiIkcEQcDChQtx/vnno6rKklGyuLgYZ599NoqKipCRkYGGhgZs3rwZra2tknUXLFiA/Px8r5Zn2bJlkumOjg7ccMMNHm/ntttuw+233+6tYhERERERERERkY8wuIuIBr3y1g78b28FvjxQhSaDyeP1JyRE4frh6SiKjcSflQ14c0cJfjvcAJPoeOhFWyKAbfXNDO4iIqJBTxAETE+Pw/EpMViy5zD+vbMUbUbPBmsUAXyyrxI/ldXh9pFZuGdMDnY1tGJLXTOOS45xut7WumZc+9NWHJ0UhYvyUnB0UjRkguB0eSIiIk8kJSXhrbfewuzZs7F//34AlqzQW7duxdatW+2WV6vVuO+++3DWWWf5u6hERERERERERDTIMLiLiAYlkyhidWUDlu6rxG+H6+FeGJbUUQk6XD80HWqFDD+U1uL+1cWo6TC4XCdGrcT5uUmoaOvElwerMSI2AneMysaouMi+vREiIqIgpJbLMKswDWdmJeCtHaX4fH8VjC6CorUKmV0QWF2nAY+s24MolQKNeiMSwpRQyWSIVCowKj4ScpvArf/uqQAA/FnZiD8rGzExMQovTR7u/TdHREQhq6CgAJ9++in+9a9/YenSpaitrbVbRqlU4vjjj8ecOXMkQzYS0eCxubYZH+4uR3fzNlGjwtwxOQNbKCIiIqIAxWcviYi8QxBFN1PPEBEFiZ/KavH8pgOoatf3af0x8ZG4bmg61lY3YXlJjVvDSuVFaXFJXgpOzoiHWi5DfacBf1U3YVpaLAS2XImIKMSVt3bgrR2l+PpgNZzl8RJgudljduPXSaxaieNTYnBccjQmJEajzWjC2d/8JcmqeduITFxRmOaV8hMREdkyGo3466+/UFpaipqaGoSHhyM5ORljx45FbGzsQBdvQNXW1uKmm24CALz66quIi4sb4BIRedfHew7j2U0HJPNW/+2YgSkMERERUYCZ9MkqyfTM7ATMH5c3QKUhIho8mLmLiAadKJWiT4Fdo+IiccPwDIxP0EEQBLyzq8xlYJcMwKmZCTgrOxFj4iMlQVwxaiWmp/MGNhEREQCkhofhgfF5uLIwDa9vL8EPpfaZTkQA7j52UtdpwBcHqvDFgSooBAFDojRQygSYTJYNqOUynJWT6MV3QEREJKVQKDBx4kRMnDhxoItCRH62sbZ5oItAREREREREIUY20AUgIuors5Me4LHxOqSHh7m9nZGxEVh4/DC8PrUIExKjrEFaJ6XHu94/gCsKUzG2KxiMiIiIXMuK1OCxSQX44KRROC0z3m5oxb4wiiJ2NbShw2TJCaYQBKRo1VhX1YQWg9F+ebMZs3/djs/2V6LDaOr3/omIiIgotJw/JFkyXRClHaCSEBERERERUahgcBcRBZWadj0+KC7H5T9swtJ9lXavi6KIddVNbnUWywRAq5DhlSlFODop2i5A68S0WMi7ZmVEhOHKglREKuSSZb45VN33N0NERBSi8qLC8fCEfCw9dSwuzkuBRu69nyVGUcSB5nbcv7oYZa32GThXlNVhdVUjnvhrH2Z+8xde2nIQRnfGgiQiIiIiAjAmLhIzMiwPBOpUCtw1OmeAS0RERERERESDHYdlJKKA12404ZfyOnxzqBprKhth7pr/zaFq69OSHSYTvi+pxZI9h7Gnsc2t7ZpFoM1oxta6FkSpFfixtBY/ltbiyaMLka3TIEatxL1jczE0JgIFUVoIggC5TMA7O8swMTEKF+Wl4JjkaN+8aSIiohCQrFVjzuhsXDMsDUv3VeLjvRWo7TB4ZdtRKgXyHWRR+GjPYevfTXojttY2QyFjBk4iIiIico8gCHhkQh7uGJUFjUIOrc2DgERERERERETexuAuIgpIJlHE+qpGfHOoBj+X16LNaLZbZmtdC34/XI8/KxvwzaFqNBucD60kFwScnhWPKwrSMH91MYp7BIA9tHY3Ktv11ukfy2pxrS4dAHB2TpJkOxcOScEpGfHI1THlPhERkbdEqZS4emg6rihIxcrD9fh0XyXWVDW6vf7wmHBUtOlR13kkMGxcgg4ym6ycO+tbsLWuRTJvX1Mb7vtzF4ZGh6MwOhyF0RGIDVP27w0RERER0aAmCALiwlQDXQwiIiIiIiIKEQzuIqKAsrexDd8cqsa3JTWo7hFw5cxdf+x0+bpOKcc5OUk4f0gykrRqAMDk1FhrcJcAQG0zFNSK0lpcOyzd4fZiw5Ts8CUiIvIRhUyGaWlxmJYWh5KWdny2vwpfHqhCo97ocr3t9a1QCsDouAjEh6nQoDfiuOQY1HcaYDCbkaixtAEKosPx4nFD8fDaPWjo2maTwYSfyurwU1mddXsJGhUKo8KhlAsYFx+FsQmRyIzQQOXF4SOJiIiIiIiIiIiIiIjcweAuIhpwh5rb8UNpLb4vrcG+pnavbFMpE3DbiExkRmiwtb4FP5TW4rKCVADACamx2NvYhskpMTg2OQYHm9tx08pt1nX3NLXhYHM7siI1XikLEREReS4jQoPbR2bhxuEZWFXRgG9LqvHb4XrozaLD5Q0isKn2SFauFoMJXxyowubaZkxKisJZ2UmYnBKDSUnRMImOt9Gtul1vDTLvDvoSAKRq1TglMx43FWV6500SERERERERERERERH1gsFdRDSgKto6ccHyjV7frsEsYtGWgzB09d0maVS4ND8FgiCgIDocTx1TaF02Sq1AXJgSckHAtLQ4TE+PQ0ZEmNfLRERERJ5TyWWYmhaLqWmxaNYb8VN5Hb49VI2/qpvgKkRrV0Or9e8/KxvxZ2UjJiREYfaoTIyJ12FzbXOvGcF6EgGUtXWi2cU6CzcfQJPeiNTwMKSGq5GsUSNJq0KCRgWljFm/iIiIiIiIiIiIiIjIcwzuIqIBlaxVY2h0OHb26ID1FkOPHt/Kdj32NbVjSJTWbjm5IOCtE0YiSauCTBC8Xg4iIiLyjkiVAmdlJ+Ks7ETUdujxS3k9fimvxbqqJhh7ycYFAGurG3HFj1uQolXjuORo5ERqIROAw22dKG5sQ3FDKzpMZpfbyNbZtyW6/VJeh7LWTrv5AoD4MCUStUcCvpI0aiRrVUjSqpGkUSNGrYDAdggREREREREREQ0iAni/i4jIGxjcRUQ+I4oi9jW145fyOoQr5bgoL8XhctPT47wS3KUQBIxL0GFyaiyOT47Gjb9sQ2XXkEoA8EdFvcPgLgBICVf3e/9ERETkP3FhKpyXm4TzcpPQrDfij4p6/Fxehz8rG9FmNLlc93BbJw4fOhKElRCmhAABU7uGbTSYzVi6vxJ7GttgsokZy3EwbPPvh+uhkAk47CCwC7Bk/aruMKC6w4BtaHG4zJWFqbh1RJbj8rZ2IkqtgFYhd/m+iIiIiIiIiIiIiIho8GFwFxF5lcFsxpbaZvx6uB4ry+tQ2tXJmapV48IhydaMFLUdeqyqaMCqygb8friuz/vTKmSYmhqLySmxmJQUhQjlkcvauIQofHuoGoUx4RiXEIWxCbr+vTkiIiIKSJEqBWZkJmBGZgKMZjO21LZgVWUD/qiox+7Gtl7Xr+4wAAC+K63Fd6W1kAtAilaN6WlxiFYpUdPRicsL0nCwpQMF0eF26/9r60HsbWrv13tI1DgPNL955TYcbuuETim3ZvpK0qqQrFUjSXMk+1eCRgkFh38kIiIiIiIiIqIAIaL3bPtERNQ7BncRUb+IooiSlg6srmzA6qpGrK9uRJvRfjij8rZOfLTnMA636bGmsgH7mvvXAdrt/Nxk3DrScZaLm4oycNfobESqeKkjIiIKFQqZDGMTdBiboMMtIzJR26HH6spG/FFRh7VVTWjQG3vdhkkESls7rUHqAoBNtS0ojA5Hk96Ak9LjEa9RAQD2NLbaBXaNjI1As8GEyrZOtPcyzGO35K7t2ZdFRFVXJtImgwlNjW1OA9ZksAx5nRWpQY5Og6xIDcbG65DlINsYEREREREREREREREFB0Y8EJFHRFFEeWsnNtU2Y2NNE9ZUNeJwm+MhiGy9sPlgn/apkgkYnxiF45JjsKexFZ/ur7K+tqPe+XCOSVoOtUhERBTq4sJUOD0rAadnJcAsitjX1Ib11U1YX92IDdVNaDK4HsIRsAyrWNtpwB+VDfijsgEvbD4IlUxAslYNuSBdNkWrxhsnjIAgCBBFEU0GIyrb9Khs60RJSweKG1ph7ArYqmzvRHW7HibRebultkMPk+jeE45mWALqy9s6saqyAQBwy4hMzCpMc7h8k96ISKXcmlmViIiIiIiIiIjImwTwvhMRkTcwuIuI3Ha4tRPX/rwFtV1DF/lSilaN45KjcVxKDI5K0CFMLgcArKlsQH2nESPjIjEqLhKFDoZGIiIiInJEJgjIiwpHXlQ4LspLgUkUsa2uBZ/uq8D66iZUtevdThSvN4s41NJhN7+u04CbV27HiNgIDI+NQHp4GFLD1SiIDsdvh+uxcMtBaBVyjImPxKXpqTh/SDJq2vWIDVM63E91V9auvsp2krVLFEVc8N0GiADyorSWfzot8qLCkavTIEwh79d+iYiIiIiIiIiIiIjIOxjcRUQAgA6jCYdaOnCopR2ZERoUOAiaStSq0G7sPbtFf6VoVfj01LEOs0hMTIrGxKRon5eBiIiIBj+5IGBUV8A4ABhMZqw8XIflJbXYXt+CmnY93BtU8YhOkxkbapqwoaZJMl+rkCGxa+jFNqMJf1Q0QAYBF+WlOMza1WkyQyUTUBQbiV/OnojKdj0q2jpR2W7JAlbZ3onKtiPzOp0M/+gsuKuu02AdotKSyexIeQUA6RFhGKLTIj9KiyFdwV9p4WGQMcsXEREREREREREREZFfMbiLKASYRBFNeiOq2/WoatejqqszsHs4oLLWDlS0HckKcVl+CrQKOQ40tWFbfQuKG1pxsKUDNe16tDvpOHSHWiZgVJwOarkMa6saMTYhEhMSoxEfpsQja/cgL0qLYTERGBYT4Y23TUREROQRpVyG6enxmJ4eDwAwm83YXNuM70pqsaGmCeVtnU6DqHrTZjTjQLM001eTwYBP9lYgLSIMHxaXo1FvRJJWhSSNGo16A3473IDMyDCkhYfh5PQ4nJAW53DboiiiUW/E4bZOHGpux/7mdhxobkdJSwfSwh0P97insc1pWUUAJS0dKGnpwM/lddb5YXIZhui0yI3S4NL8VOTqtJ5/EERERERERERERERE5BEGdxENsPLWDrQYTDCLIsyiJRBLhOX/Ped1/91hNKHdaEabyYiMCA2OTY6x22ZdhwGPr9+LHQ0taDWYPA7I+mD3YXyw+7CX3qGFWibD8pnjEaaQo9NkhlwQoJBZMj+YRBEnpMVah14kIiIiCgQymQxjEqIwJiHKOq+hU48fS+vwR0U9ihvaUNOph9ndsRxtbK5twebaFsm8nQ2tAACdUo5Wowk76luxo74VUSoFhsVEIEqlwN1/7EJsmBKxaiXiwpTY3diGTpMZqVo1MiLCcEZmAjKcZOzqtq/JeXCXMx0mM7bVt2BbfQvOy0l2uEynyYztdS3I1WkQpXY81CQREREREREREREREbmPwV1EA+iLA1V4esM+GPrYI3hCaiyOTY5Bi8GIqnY9ajsMqOvQ47fD9fi1ot7LpXVflEqBtHA1dtS3IiMizDKUj05rGeMHgFoukywvFwTIGdhFREREQSBarcLfhiTjb0MswU2iKKK0tQPrqhqxtqoRuxpacbitE6Y+Bnx1azJIh8L+ZF8lPtlX6fb6EUo5dEoFdCoFotUKRKuViFIpUNLcAZMoIlqtwNnZiYhUytFhNqO8pQMHWzpQ1trp1vZzdI6Dx/Y1teGmldsAAHFhSmRHapAeHoaMiDBkRmiQHhGGtAg1g/qJiIiIiIiIiIiIiNzE4C6iAdRpNPU5sAsAWg0mlLV0YNHWg1hRVtf7Cj5w7bB0jIqLxLDocBxq6UCuTotwpRxmUYTebGbHHREREQ1qgiAgI0KDjAgNzs21BHyZRBEHm9uxt7ENxQ2t2NHQgn2N7ajtNPitXC0GE1oMJpS3uRes1ZMMgEImIFIphxmWNqe+R5s1LVyNhZsPotlghKIrG+vF+SnIjwrH3h7DPdZ2GFDbYcD66ia7fYTJZQhXyqGVy6FWyKCWyaCWyxCtVsAsAiIsWWu7s9eae2S3FXtkuzX3yHB7UnocrihMc/ie/m91MbbWNVu3deuILJyeleBw2Xl/7kKj3giVTAalTIBKbvm/Wi6DqqucarkMKrml3Cq5DGFyGVRywTptXUbWvaxl/e7XZYLg8XHpK7MowmAWoTeZoTeboTeJMJiP/G35vxl6c9f8rr9t54UrFbgkP8XhPn4srcXn+yvx/HFDoZDJHC5DRERERERERKHHf3dAiIgGNwZ3EflBp8mE6nY9qtr1qGk3oLbTkmFrY619R5cn1lY34rzvNniplM5pFDIkhKmQFh4GjUKGoxJ0yI7UIkmjQnpEmLVzamSPoXdkgsDALiIiIgpJckFArk6LXJ0WJ2fEW+d3GE3Y39yOfU1tONDUjrLWTpS2dqC0pR2tRs+G0fYlMwC9WURtp1EyXy0XoJHLYTSLWHawSvKQwtqqRhjMIjrdHA68w2RGh8mMWngv4C1Jq8IvZXUwdwWGFURrkRFhyTBW12FARZveuuzWumZ0mEzWYK+RcZEYFhMBANhS24zqDt8G4illAkbGReKVKUUOX/+guBy/HrY8vCFAwAlpsbgoz3Fg1f+tLkZxQyuMZhHGrkAuk9ls/bs/D5P0lBaudhrcVdHWidVVjX0eopSIiIiIiIiIiIiInGNwl40d9S345lA1mvUmyGVdw8V1/ZMJAuQCIJcJkvlKmQBF11Pdln9H/u6er5LJoLB7vcc6XU+DKwQBgh+f4vaXZQeqsKO+peszFCATuj5bmeVz7Z6WWT9Xy7Si67NW9PjMbefZvlYYHe7wSXiD2YxOk9m6f4NJhAmWDqjuJ9Ytf5vR2GlAk8GENuORf+1GM9qNJrSZzOgwmqwdUh1GMzpNJnR2bcNgNsNoFmHqkWEgGMgA6FQKJGtUGBkXiaLYCBRGhyMjUgMln74nIiIi6rcwhRzDYiKsQUQ9NeoNKG/tRGnX0Ig1HXrLv3Y9ajoMqG7XwygObMuy0ySi02R0+Fplu97hfH/6pbwev5QfGZo8UimHTqVAuEJuN0zmr4frJcNcZoRbhosEgPpOx+/RmwxmEZtqmnD8p39CgOUpVpVcBo1CDkBEp0lEo/5IOWLDlFDJZGgxGFHc0IpwpRzxGhUgAptqmlHd4fvPv7JNj4uXb4RZtPzWUQiATq2ESRQxLl4HADB3/frZUtuMFWW1aNIbsaKsFnJBgEYhl2Ri696OCMv/35s2CtlOhvskIiIiIiIiouAULP2kRESBjsFdPZS3duCWldvQNsBPzSsEASq5s4AxS5CYqsffjgPGuoLFugKfgK60l4LlyW8BgCB0p8Ls+m/XdHdYlCAIR/7ueh091hXF7i9k0fq3CEAUu+d2TwPfl9ZgT48hWnxpRGwERBEwiiJM5q5hRsxmNOtNaDWa/FKGQBWukCFZq0ZmhAYZEWFIDQ9DWrga6RFhSNaq/To8DBEREREdEaVSIkqldBj4BVja2E16I6o69GjoNKJRb0BjpxGNeiMa9AbL/zsMqO80oF5vQIvehHaTOaRvoDUbTGg2OG7/V9kEo5W0dqCktcMfxbIydQ0v2a3T7Ly85a0deLK01l9Fc8goitjf3C6d2WL5zEbFRlqmu97O7sY2fLj7sGRRZ++tm2mAgxeJiIiIiIiIiIiIAhWDu3rY3dg24IFdgOWmudEowjIgCnlqa13LQBfB7+QAotQKJGjUSAhTIUGjQrxGiYQwFeK7ppO1auhUPOWJiIiIgpEgCIhSKxHVYxjs3phFEW1GE1oMJjTpjWgxGNFsMKHFYEST3tQ1bUST3oiGTiOa9Zbsta1GI5r1Jug5xl7A8EXgkwDLUOre2HZBtBZ3jMyCQmZ5WETeh2dGQjsUkYiIiIiIiGhwYloJIiLvYKRHDyNiIxCtUqBB7/thOIgEWDo9IpQKRCjlCJPLoVbIECa3/FPJBKjkcoQr5NAoZNCplNCpFIjq+qfr8U8jlw3K4TyJiIiIqO9kgtDV1lQgWav2eH2jWUSr0YgWvQlNBiNaDCY0G4xo1h8JEuv+u6SlHS2G7uHMTTCYRQaHeYFGIcNVhWnYXteCXQ39z4T87xNHIjNSY8kULQhYXFyORVsP9Xu7GREanJ4VaZ3uS0ZgVhciIiIiIiKiwacv96SIiMgeg7t6iAtT4Z1pI/FjaS0a9EaYzCJMovSfWQRMZtEy5F/XsH9GUYSxa/g/g9nyt8Fsht4kwiha5hnMIgymrtc53ETAsgRUyWAyi2g3HcmcZnmq3dJJoRAEyGWW/ytlMqjlAsIUcmjlcmgVMoQr5YhQKhCplEOnUiJKpUBcmBLxGiXi1CqEKxVQy2XWp9qJiIiIiAKRQiZYh4tM68P6epP5SECYwRIk1v13q8GETrMZnSbL76ZOk2Uo9U7TkX96s9ny+0sUYe767SWZFgGT2QwTRFgSMFuGi4cAwDqEvKUdr1XIAQiSoegFQUC70RKQhh7zjvyNrr+PtNt7zpcLAsYlREEus/zd/U8AUNmmx67GFshg+e0gXdcy3dkVBCcKlmE3w+RySzkF4MIhSYhSKTEhMRrhSjkWF5ejXm9EY6cBVe16JGpUyNFpIQiArMf7kgkC9jS2Ym/TkeETU7VqTEiMgiAASVo1wpXyHsdYZv1bBiA1XI2TM+IhEwTIBHS9HwFyAdjf1I511Y2W9ykTkKRR4aT0eMgFIC08THLsMyPCcEZWAgCgtkOPWLUKp2TEQdb9GXX9tpJ37UcGAZkR0m0QERERERERUfD5W24SPtlXCQBQywRcmJc8wCUiIhocBFFkpJG/iaIlwEtvEmE09wj+sv5t+3/LcvoegWOO1ukOMDPavGYWRYgAuo+02N3pgSMdHqJomd89z51lha5OBOBIR0V3x8eRTpMj070t52gZAbAGUilklpv/Cpk0wKrnfNvX5YIlWEslk0GAZchLWdc2w2SyrqfWZVDJBahkMusT5h0mEwwmEUqb+URERERERIGsxWBEu9FsDUlTy2WIdDI8u9EsAhC7Aq74m4eIvKO2thY33XQTAODVV19FXFzcAJeIiIiIiIj8pcNkwjs7ylDZ3omL8lIwLCZioItERDQoMHPXABAEAUpBgFIGAPLeFqcBECaXI4yHhoiIiIiIgoxlKE73lrVkE2ZQFxERERERERF5R5hcjptHZA50MYiIBh1Z74sQERERERERERERERERERERERGRvzG4i4iIiIiIiIiIiIiIiIiIiIiIKAAxuIuIiIiIiIiIiIiIiIiIiIiIiCgAMbiLiIiIiIiIiIiIiIiIiIiIiIgoADG4i4iIiIiIiIiIiIiIiIiIiIiIKAAxuIuIiIiIiIiIiIiIiIiIiIiIiCgAMbiLiIiIiIiIiIiIiIiIiIiIiIgoADG4i4iIiIiIiIiIiIiIiIiIiIiIKAApvLUhk8mEhoYGb22OiIiIiIiIiCjoREdHQy6XD3QxiAaMyWSy/l1fXz+AJSEiIiIiIiIiGhjevkfoteCuhoYG3HTTTd7aHBERERERERFR0Hn11VcRFxc30MUgGjBNTU3Wv+fNmzeAJSEiIiIiIiIiGhjevkfIYRmJiIiIiIiIiIiIiIiIiIiIiIgCkCCKouiNDXFYxiP+9re/oaamBvHx8fjkk08Gujg0wFgfqCfWB+qJ9YG6sS5QT6wP1BPrA3VjXQgeHJaRQp1er8ehQ4cAADqdLmjPh6qqKlxwwQUAgI8//hiJiYkDXCLyJR7v0MLjHVp4vEMPj3lo4fEOLTzeoYXHO/QMtmMesMMyyuVyDjvQxWw2w2AwwGw28zMh1geSYH2gnlgfqBvrAvXE+kA9sT5QN9YFIgoWKpUKeXl5A12MfjMYDDAYDACAmJgYXnsHOR7v0MLjHVp4vEMPj3lo4fEOLTzeoYXHO/TwmLvGYRmJiIiIiIiIiIiIiIiIiIiIiIgCEIO7iIiIiIiIiIiIiIiIiIiIiIiIAhCDu4iIiIiIiIiIiIiIiIiIiIiIiAIQg7uIiIiIiIiIiIiIiIiIiIiIiIgCEIO7iIiIiIiIiIiIiIiIiIiIiIiIApBioAswGF199dVoaWlBRETEQBeFAgDrA/XE+kA9sT5QN9YF6on1gXpifaBurAtEREREREREREREoYnBXT5w9dVXD3QRKICwPlBPrA/UE+sDdWNdoJ5YH6gn1gfqxrpAREREREREREREFJoEURTFgS4EERERERERERERERERERERERERSckGugBERERERERERERERERERERERERkj8FdREREREREREREREREREREREREAYjBXURERERERERERERERERERERERAGIwV1EREREREREREREREREREREREQBiMFdREREREREREREREREREREREREAYjBXURERERERERERERERERERERERAGIwV1EREREREREREREREREREREREQBSDHQBXDFaDRiw4YNKCsrQ1VVFSIiIpCcnIwxY8YgNjZ2oItHfhZI9aGzsxN79+7Fnj17UFdXh/b2dkRERCA2NhZFRUXIzs726v4OHz6MrVu3orKyEu3t7UhKSkJ2djZGjhwJQRC8so/Ozk6sX78e5eXlqKurQ3R0NJKSkjBu3DhERER4ZR/eEop1oaSkBHv27EF5eTlaWlqgVCqh0+mQk5ODkSNHQqVSeWU/wSgU64M/BdO1AWB9oCMCqS40NjZi7969KC8vR01NDdrb26FQKKDT6ZCWloYRI0YgOjraa/tju8FeKNYHth2cC8X64E/Bdn0gIiIiIiIiIiIiCnQBGdzV3t6Ol19+GUuXLkVNTY3d60qlElOmTMEdd9yBwsJCv5Tp4MGD2Lx5M7Zs2YLNmzdjx44d6OjosL5+22234fbbb/dom6tXr8aVV17plfL1tv8rrrgCa9as6dO2TzjhBLz22mt9LVq/BUp9KCkpwTfffIPffvsNGzZsgF6vd7psUlISLr74Ylx22WWIiorq8z7XrFmDf/3rX1izZg3MZrPd6+np6bj44otxzTXXQC6X92kf9fX1ePHFF/HVV1+hubnZ7nWNRoOTTjoJd911F1JTU/u0D28JpbrQ1taGFStW4KeffsKff/7p8P12U6lUOOWUU3D11VdjxIgRHr0XXhv6zx/1obS0FNOnT+9zGRcuXIhTTz3Vo3WC6doAhE59YNuhd4FSFz788EOsXr0amzdvRnl5ea/LT5gwAZdeeilOP/30Pu+T7QZ7oVQf2HboXSjVB7YdiIj6J5ACgUNVW1sb9uzZg3379qG+vh6dnZ2IjIxEfHw8Ro0ahZSUlIEuokdaWlqwfv16VFZWoqGhAbGxsUhNTcW4ceOgVqsHungh48CBA9i5cycqKipgNpuRnJyM3NxcDB061Gv74LEOPTzmvjFYzldRFLF582YcPHgQlZWV0Gg0SE5ORlFRUdB9l/mC2WzGwYMHsWfPHlRWVqKlpQVhYWGIiopCfn4+hg4dCoUiILuyneIxDxw8x8nbgv14+/M3Fr/HfUMQRVH0+15d2L17N2bPno19+/b1uqxarca8efNwySWX+KQsq1evxuuvv44tW7agsbHR5bIDHdw1d+5c3HDDDU5fD9ZOmECpD3PmzMHXX3/t8XoJCQl48skncfzxx3u87gsvvIDXX3/dYeesrbFjx2LhwoVISkryaB9r167FXXfdhaqqql6X1el0eOKJJ3DSSSd5tA9vCaW6sHz5ctxzzz1ob2/3aB8ymQzXXHMN5syZ4/YPHl4b+sdf1wZ/d9AG07UBCK36wLaDa4FSFwBg/PjxDoMbenPMMcfgueeeQ1xcnEfrsd1gL5TqA9sOvQul+gCw7UBE1FeBEggcqnbt2oXvvvsOv//+O7Zs2QKTyeR02ezsbFx22WW44IILoNFo3Np+f39P/e9//8PIkSM9WqesrAzPP/88fvjhB8mDwt10Oh3OOOMM3HnnnUGXrbM/7rvvPnz66ad9Wjc/Px/Lli3zaJ3ly5fjzTffxKZNm5xuc9asWbjgggv6VCaAx9qV/vyGsLVr1y6H83l++57ZbMbevXutCRC2bNmCXbt2wWAwWJd54okncN555/VrP4PlfDUajXj77bexZMkSlJWV2b0uk8kwadIk3HrrrZgwYUKf9uFrvjrmDQ0N+P7777Fy5UqsXr3aZf+rVqvFzJkzcfXVVyMnJ8ej/UybNs3hZ++Oyy67DA8++KBH6wT7MffV8R6s12ceb3tLly7FvHnzvFK+3vbN89t9vv6NZYvf474VUOHOVVVVuPbaa1FZWSmZX1RUhIyMDDQ0NGDLli1obW0FYBnu4eGHH0Z4eDjOOussr5dnx44d+O2337y+XV/oz437QBVI9eHgwYN28wRBQG5uLlJTUxEVFYXm5mZs3boVtbW11mWqq6tx4403YtGiRTjxxBPd3t+iRYvw6quvSubFxMSgqKgIWq0W+/btw549e6yvbdiwATfeeCM+/PBDaLVat/axe/du3HjjjdbPDwDkcjlGjRqF5ORk1NTUYNOmTdasM01NTbjzzjvx9ttvY+LEiW6/F28ItbpQVVXlsHM2NjYWeXl5iIuLg8lkwoEDB7B79250x+iazWa8+eabqKiowLPPPuu1obcCTajVB38LpmsDwPrQH4Ot7RBIdcGRqKgoZGdnIz4+HuHh4ejo6EB5ebndj+ZVq1Zh1qxZeP/99xETE+PWttlusBdq9YFtB9dCrT74W7BdH4iInHEnENhgMODHH3/Eb7/95tNA4FB00UUXYePGjW4vf+DAATz22GP44IMP8Nxzz3mcjdQfli9fjvvvv99lUHdTUxP+85//YMWKFXj++ecxfvx4P5Zw8NPr9XjkkUfwv//9z+Vyu3fvxvz587FixQo888wzHg8lzWPtH4GUBSuUjvm3336LDz74AFu3bkVbW5vP9jOYzteKigrccccdLr/XzGYzVq1ahdWrV+Omm27CHXfc4dE+fMmXx/z999/HU089Jfmt60pbWxs++ugjfPrpp5gzZw6uueYar5bHW4L5mPvrHPcXnuOuBcvxDgsLG+giWAXz8fbnbyx+j/vnmAdMcJcoipg9e7bkhntBQQGeeeYZSXq2pqYmLFy4EIsXL7bOmz9/PoYNG4b8/Hy/lFWr1SImJqbPEaHdxowZgx9//NHj9b744gssXLjQOj169GgMGTLE7fWTkpLw4Ycfur18XyMz+yOQ68PEiRNx/vnnY/LkyXap+EVRxA8//IBHH33UWnaj0Yg5c+bg22+/RXJycq/bX7lyJRYtWmSdFgQBd955J66++mrJD9g1a9bg7rvvtu5nx44dePjhh/H000/3uo+Ojg7cfPPNkg6YiRMn4vHHH0dGRoZ1XnV1NR599FF89913ACw3MW+//XZ8/fXXHmcU6atQrgsAkJKSgvPPPx8nn3wyCgoK7DpdDxw4gKeeegorVqywzlu2bBlGjhyJq666yqP3w2tD//ijPnS78sorMWvWLLeXd/d8DaZrAxCa9YFtB8cCsS5ERETguOOOw9SpUzF+/HhkZmY6XK6pqQlLlizByy+/bA3O2b17N5588kk89dRTve6H7QZ7oVwfALYdbIV6fejGtgMRkWuBHggcCg4cOGA3Ty6XIz8/H8nJyYiIiEBDQwM2b96MpqYmyXpXXnkl3n33XY+zOvjSqlWrMGfOHBiNRus8tVqN0aNHIy4uDocPH5Y8OV9ZWYkbb7wR//3vfz36rUauPfTQQ1i6dKlkXlJSEoYNGwa5XI7i4mKUlJRYX1uxYgXuvPNOvPbaa24PZc9j7T+Bkvk11I75+vXrvZZ5zZXBcr62trbi+uuvR3FxsWR+fn4+cnNz0draiq1bt6KhoQGApXP45Zdfhlqtxk033eTWPnzNl8e8vLzcYWBXcnIysrOzERcXh46ODuzdu1fSNtDr9XjqqadQX1+PuXPn+qRsfRXsx9xf57g/8BzvXTAcb7Va3acRsXwh2I+3P39j8XvcP8c8YIK7li9fjg0bNlin09PTsXjxYkRFRUmW0+l0eOCBByAIAt5//30AlhsqCxculHRseYtSqURBQQFGjBiBUaNGYeTIkcjLy8Pnn3/e79SCarUa6enpHq/3+++/S6bPOeccj9ZXKBR92q8/BVp9EAQBM2bMwOzZs5GXl+dyuZNPPhmjR4/GxRdfbA0AbG9vx8KFC/HEE0+43I8oinj22WfRc7TUefPmOeyImThxIj744AOce+651ujUL774AldffTWGDRvmcj8ffvih5AI6ZswYvPnmm3ZPPyUkJODFF1/E7Nmz8f333wOwpMx9/fXXvZZaszehWheys7Nxxx134NRTT4VMJnO53CuvvIIHH3wQH330kXX+okWL8Le//Q2RkZFuvzdeGzznr/pgS6fT+eRYBdO1AQjN+sC2g2OBVhcA4IcffnBrmDudTocbbrgBY8aMwVVXXWX94fHZZ5/hjjvuQGpqqtN12W5wLFTrA9sOjoVqfXC0LbYdiIgcC8RA4FAml8sxZcoUnHfeeTjmmGPs2iZGoxGfffYZnnzySWu7trW1Fbfccgu+/fZbhIeHu72ve+65BzNmzHB7+cTERLeWq6qqwp133inpdDjttNMwf/58xMfHW+cdOnQI//d//2ftYGtpacHNN9+MZcuWQaVSuV2uwcCTh5iUSqVbyy1ZskTSwaRUKvHQQw/hvPPOs3YgiaKI77//XvL0/6+//opFixa59fQ9j7V7nn/+eXR2dnq0jiiKuPDCC1FXV2ed58m9DJ7fvhcZGQmtVmsXGN0Xg+l8feCBByQdwsnJyXj22WclQzZ1dHTg7bffxj//+U/rPZ0XX3wRo0aNwrHHHtvrPgaKN485AOTk5ODCCy/EtGnTkJ2dbff6tm3bsGDBAvz111/Wea+//jpGjRqFk08+2aN9jR49Gs8//7zby3uSSWawHnNvH+9uwX595vF2bsaMGX3K0P76669L7lFOnz4dOp3O7fV5fvfO17+x+D3uv2Pu/K6/n9neMH/wwQftbrj3NHfuXKSlpVmnv//+e+zYscOrZTr33HPx119/YenSpfjHP/6B888/H4WFhW5HD/pCSUkJ1q9fb51WqVQ444wzBqw8vhJo9eGf//wn/vnPf7rsrO8pMTERCxYskMz77rvvrEOROLN8+XLs2rXLOj1mzBiXY1FnZGRgzpw51mlRFHvtfOrs7MQbb7xhnZbJZHj00UedprWWyWR46KGHJF92//nPf1BdXe1yP94SinXh5JNPxldffYXTTz/dZedsT/Pnz5d02DU3N+OXX35xa91gEor1wV+C7doAsD64KxTaDoFWFwC4FbjR08SJE3H22WdL5v30008u12G7wbFQrA9sOzgXivXBX4Lx+kBE5IizQOCegV3AkUDgK664wjqvOxCY+k+pVOKCCy7ADz/8gFdffRWnnHKKw6BzhUKB888/H0uWLJF0+lRVVeGdd97xaJ8xMTFIT093+5+7ARmvvfaa9UluADjllFPw/PPPSzodACAzMxNvvvkmRo8ebZ138OBBLFmyxKP3MRh4chySkpJ63V57ezteeuklybwXX3wRF1xwgeTeviAIOOWUU/D2229L2mhvv/22W20UHmv3JCQkeHSM09PTUVpaKgnsSkxMxHHHHef2Pnl+e1dYWBjGjh2LK664Ak8//TS++eYbrF27FhdccEG/tz2YztetW7fiq6++sk7rdDp88MEHkg5hwPJ53nLLLbjvvvus8xw9wDeQfHnMi4qK8Oabb+Lbb7/FNddc4zCwq3u59957DyeccIJk/lNPPQWz2ezRPrsfmHX3X3R0tFvbHSzH3JfH21YwX595vF0LDw/3+Ps+LS0Nv/32m2Q7nj6YzvPbOX/8xuL3uIW/jnlABHft2rVLEgGXm5uLqVOnulxHo9Hg4osvlsz78ssvvVquqKiogHuK4rPPPpNUimnTprnsnAhGgVgfenbwuOvYY4+VdJi1trb22jG0bNkyyfSsWbPshtKxdf7550sutL/88ovLcWZ///13yQ/j4447DgUFBS73kZCQIAkE6OzsxPLly12u4w2hWheSkpI87vRTqVQ499xzJfPWrl3rWUEDXKjWB38JpmsDwPrgicHedgjEutBXkydPlkz3zIbjCNsN9kK1PrDt4Fio1gd/CbbrAxGRM4EYCByKPvroIyxYsMDtzJR5eXm45557JPMC4Tu7srIS//3vf63TEREReOihh5wG4KvVajz66KOS119//fWAeAgsmP3nP/9BTU2Ndfq0005zOaTfqFGjJBmQOzo6JEHsjvBY+9Znn30mmT7rrLMG9KF7IHSP+c0334z169djyZIlmD9/Ps4++2zk5ub2ev/BXYPpfLVtU8yZM8dlBuVZs2ZJOp+3bdvmUSZDX/HlMb/iiivwySef2P3GdUapVOLJJ5+UBCOUlJRg06ZN/S6LNwyGY+7rc9wfeI67L9CO9+rVq60jmwCW+0aBMiTjYDje/viNxe9x/x7zgAjusn3q+KyzznJrvZkzZ0qmV6xY4bUyBSJRFPH5559L5tl2yAwGg6k+2D7lWVVV5XRZvV4viU7WarUuL37d1Gq1JAWtwWDAypUrnS7f18/Xdjl/fL6hWhcCeR8DifXBt4Lp2gCwPrgrFNoOg6ku2Kabbmtrc7os2w2OhWp96KtA/D7yJtYH3wq26wMRkSODKRA42PXlYZmzzjoLGo3GOn3gwAFJx8JAWL58uaTT4Mwzz7R7mtxWYWGhZPiO6upqrFq1ymdlDAW2D8JcffXVva4za9YsSQfQV1995fLJex5r32lra7N7ACAQ7mWE6jGPjY31+GEiTwyW87WxsRG//vqrdVqn0+Fvf/uby30IgiDp4AYCo03hy2OemprqcRBJTEyM3TCMgfBw2mA55r4+x/2B57j7Au14B2IwNzB4jrc/fmPxe9y/xzwggrt+//13yfT48ePdWi8lJUVSKffv34/y8nKvli2QrFu3TvKEdnx8fMBEr3rTYKoPtl9ABoPB6bIbN26UdNKMHDnS7cxxtp+R7Wfo6jV3P99Ro0ZJyrNmzRqX78cbQrUu9JVtg6znuMODAeuDbwXTtQFgfXBXKLQdBlNdOHz4sGQ6ISHB6bJsNzgWqvWhr9h2cCxU64Ongu36QETkyGAKBA5FarXabiingQ5W91adGuin/INZZWUltm/fbp3OysqSPFHvTFJSEiZOnGidrqmpcZkZhsfad7777jvJ790RI0YgLy9vAEtkwWPufYPpfF25cqXkN/WMGTOcDlnf00knnSTpRP/tt9+CLrubPwTiw2k85oGD53hwamtrw3fffSeZFwjB3EBoH29PfmPxe9z/xzwggrv27Nlj/Vsmk2HEiBFur2tbQXpua7D59NNPJdNnnXVWQEXXestgqg+2w6W4iiLdvXu3ZHrUqFFu78fd993e3i7pmIqPj3c7FaNKpcKwYcOs03q9HocOHXK7jH0RqnWhr2yPhy/2MZBYH3wn2K4NAOuDu0Kh7TCY6oLtUy6uAiXYbnAsVOtDX7Ht4Fwo1gdPBOP1gYjIkcEUCByqbB+WGchgdYPBgDVr1linVSoVRo4c6da6tnXvjz/+8GrZQskff/whefJ/3Lhxbq/r7oMwPNa+ZXsvIxA6ennMfWMwna+2r7nbplCr1ZLytLS0YPPmzW6tG0oC8eE0HvPAwHM8eC1fvlwSzF1UVIT8/PwBLNERoX683f2Nxe9x/x/zAQ/uamxsRF1dnXU6Li5OEt3WG9txLvfv3++1sgWSjo4Ou+jVc845p0/bamlpwYMPPoiZM2di4sSJGDFiBI477jicddZZeOCBB/D1118PWBTpYKoPZWVl2LFjh3VaoVDYPV3Qk21ZMzIy3N6Xu+97//79kousJ/vwZD/eEMp1oa9++OEHybQnHZgArw3+4o36sHr1atxyyy2YNm0aRo8ejbFjx+LEE0/E5ZdfjoULF2LLli0ebS+Yrg0A64O7QqHtMJjqwr/+9S/8+eef1umCggIcffTRTpdnu8FeKNeHvmLbwbnBVh9Cve1AROTMYAoEDkWiKKK0tFQyLy4uboBKAxw8eFCSjXLYsGFuZ9dNT0+XBNqXlpaio6PD62UMBf54EIbH2nfKy8slHXhKpRJnnHHGAJbIgsfcNwbT+Wr7XtzteAbs34vttigwH07jMQ8MPMeDl20w93nnnTdAJbEXysfbk99Y/B638OcxH/DUDbZfyCkpKR6tn5yc7HJ7g8X333+PlpYW6/Tw4cNRWFjYp201Njbio48+ksyrqalBTU0Ndu3ahf/+979ITk7GbbfdhgsuuKBf5fbUYKoPixcvtotW1el0Tpe3zdxi+15cUavViImJQX19PQCgqakJ9fX1iImJkSxn+3l4sg/AkibR1fa8KZTrQl8UFxdLbnwIgoATTjjBo23w2uAf3qgPa9eutZvX1taG8vJyrF27Fi+//DKOPfZYzJs3DwUFBb1uL5iuDY62H+r1wZlQaDsEc11ob29HVVUVNmzYgCVLlmDDhg3W17RaLZ566ikIguB0fbYb7IVyfegLth1cG2z1IdTbDkREjvgiEHjKlCleKx/1bt26dWhoaLBOx8XFuZ1JErAM/fb1119j9+7dqKurg1KpRExMDLKysjBx4kScfPLJGDJkiNvb688DGIClTtXU1ACwdKocOHDAJw8HBqIFCxbgr7/+Qnl5OVpaWhAREYHY2FiMGDECkyZNwqmnnorw8HC3tuWvB2H6uo/u/YTqse7N559/LrlPcuKJJ9r9VnUHz+/gMJjO1577EQTBJ+8llNkOpeXpw2nl5eW49957sWnTJlRXV6OzsxPR0dFITEzEUUcdheOOOw5Tp06FTOZ+ThQe874J1uszj7d3HT582GvB3Dy/vcuT31j8Hj+yD2fb8rYBD+7q2ekIALGxsR6tb9uwb25u7neZAtFnn30mme5r5g13VVRUYP78+fjzzz/xxBNPuB0B2V+DpT7s3bsXixcvlsybNWuWy3Vsy+rpe4+NjbV20gKWz7K3z6Mv+3C1PW8K5brgKVEU8Y9//ENy4+Okk06SDBHhLbw29I8/6kO3P/74AxdeeCEef/xxnH766S6XDaZrA8D64K5QaDsEU1248MILXY4b3y09PR3PP/88hg8f7nI5thvshXJ98BTbDr0LpfrQbTC3HYiIHAnmQGCyeP/99yXTU6dO9SgA+ueff5ZM6/V6tLa2orS0FL///jsWLlyIk08+GfPmzXOrfng7+PngwYMhE/xheyzr6+tRX1+PvXv34vPPP8fTTz+Na6+9Ftddd12vHXO2D8J4cm7bLnvw4EGHy/FY+4637mXw/A4Og+V8raurk/wGjY2N9ei3L9sUrv3888+SuqLVaj3OZl1aWmqXiaa6uhrV1dXYtm0b3n//feTm5mLu3Lk46aSTet0ej3nfBeP1mcfb+z7//HOYzWbr9AknnNCnYG6A57e3efIbi9/jjsvky2M+4MFdra2tkmm1Wu3R+mFhYZLpnmOzDhaVlZWScT6VSiVmzpzp8XYEQUBRURGmTp2K4cOHIzU1FeHh4WhpaUFJSQn++OMPfPHFF2hvb7eus2zZMsjlcjz99NNeeS+9GQz1Qa/XY+7cuZIhaI4++mhMnz7d5Xq2Ze3ve7f9LH2xD19+vqFcFzz1xhtvSLIxqNVq3H333W6vz2uDf3ijPmi1Whx33HE4+uijkZ+fj9jYWCgUCtTX12P79u1Yvnw5Vq9ebV2+vb0dd999N3Q6HY4//nin2w2mawPA+uCOUGk7DIa60C0nJwdXX301zj33XLd+OLDdYC+U64On2Hbo3WCpD2w7EBE5F0yBwGRv1apVkmHoBUHAlVde6dV9mM1mfPfdd1izZg1efPHFXjuSGfzsOw0NDXjuueewatUqvPjii4iKinK6rO3n5klHoUajQVhYmHW4lra2NpjNZruAMh5r39iwYQMOHDhgnY6NjfVZRkSe34FhsJyv/W1TsH4419nZiSeeeEIy78ILL7T7TekN+/btw6233oprrrkG99xzj8uAcR5z3wnE6zOPt/f5+8F0nt/u8fQ3Fr/H3d+Htwx4cFfPG/4APL5ZbXsT2XZ7g4Ft9OqUKVM8rlRnnXUW/vGPfyAnJ8fh60VFRTj11FNxxx134J577sFvv/0m2f+kSZPwt7/9rW9vwAODoT489NBD2LFjh3U6PDwcCxYs6HU927J62kFi+1k5eu/B9PkGU1md6Wtd8ET3Ta2e7rzzTmRnZ7u1Pq8N/tOf+qDVavHggw/i3HPPhVartXs9JycHRx11FC6//HL88ccfuPvuu1FbWwsAMJlMuOuuu7B8+XJER0c73H6wfb7BVl5HfH19CJW2w2CoC93279+PDz/8EEqlEuecc06vT6Oz3WAv2Mrriqf1wRNsO7gn2OsD2w5ERL0bTIHAoaa+vh733XefZN55552HYcOGubV+dHQ0pkyZgnHjxiEvL8/aCVFfX49Nmzbhq6++wrZt2yT7u/nmm/Gf//zHZaYdBj97Li8vDyeccAKKioqQlZWFiIgItLe3o7y8HKtXr8ann36KxsZG6/J//PEHbr/9drz99ttQKBx3bXjjOHR3MnVvLyIiwuv7cLW9UPXpp59KpmfOnAmlUunRNnh+B5fBcr7azuvv7yPWjyMef/xxu6DPm2++2e315XI5jjrqKBx//PEYNmwYkpKSoNFo0NTUhH379mHlypX49ttvYTQareu8/fbbUKvVuPPOO51ul8fcc8F8febx9q6NGzdKhq2LjY3F1KlTPd4Oz2/v6stvLH6POy6TL4/5gAd32fIkdbaj5XsOLTJYfP7555Lpc8891+NtXHDBBW4tFxcXhzfeeAM33ngjVq5caZ2/aNEizJw502/DqHQLtvrwxhtvYOnSpZLyLFiwwOPxX7vX7c/y7rz3YPp8g6msgHfrgjN79+7FHXfcAZPJZJ134okn4uqrr3Z7G7w2+Ed/60NsbCwuu+wyt5Y99thj8f777+Oiiy6yRoc3Njbirbfewty5c93aRrB9vsFWXn9cH0K17RDIdWHRokXWTG2iKKK1tRXl5eVYu3YtPvvsM9TV1WHnzp2YN28ePv/8c7z00kvQ6XRub5/tht737+nywVwfnGHboe/LB1t9YNuBiKh3DFQNTt1ByBUVFdZ5ycnJdh0RjsTHx+Opp57C6aef7vR4jx8/Htdeey2+/PJLPPjgg9Yb821tbbj99tvx9ddfOw026e8DGKFUpyZPnozLL78cI0aMcPj60KFDMW3aNNx+++149NFHJdkdVq9ejZdffhmzZ892uK63H4Rx1MnEY+19er0e33zzjWSeJ/cyeH4Hp8Fyvva34zlYAwF87dNPP8WSJUsk8x5++GGnDyHZmjVrFk499VS7Ibm6jRw5EmeffTbuvPNO3Hnnndi6dav1tVdeeQWTJk3CMccc43BdHnP3DYbrM4+3d9kGc5955pkeB3Pz/Pauvv7G4ve44+V9ecy99wh4H2k0Gsl0Z2enR+v3jOYD4PCp5GC2ZcsW7NmzxzodHR2NE044waf7lMlkePrppxEeHm6dV15eLhneyVeCuT58/vnneO655yTz7r77bpx++ulurW/73m3fS29sPytH7z2YPt9gKqut/tYFd1RWVuL666+XPL04atQoPP/88x53rrmL14a+8Ud9sDVkyBD8/e9/l8z73//+57TjNNg+32Arb0/+qA+h1HYIprqQmJiI9PR0pKenIyMjw9pZce+992LFihWSgJk///wT119/PQwGg9Ptsd1gL5jK6+364A62HVgfXBnsbQciIncwUDU4PProo3ZD0D///PNuBcIPGTIE55xzjluBfDNnzsTrr78u6Wg6dOgQPvnkk74VvA8Gc50644wznAZ29RQREYGnnnoKF110kWT+O++8g/r6erf2FQzn9mA+1u768ccf0dTUZJ0uLCx0OxsfwPN7sBgs52t/3wcB69atw4MPPiiZd+mll2LGjBlub2PWrFlOAz96ysjIwOLFizF8+HDJfNus567wmDs3GK/PPN59199g7m48v72rP7+xeuL3uO8NeHCX7U1cT28Ku9MxFcxsx5ztSyrivoiJibG7mPqjEyZY68Mvv/yC+++/X3JBuP7663Hddde5vY3+dpDYLt+zE61bMH2+wVTWnrxRF3rT2NiI6667DmVlZdZ5eXl5eP31133+Pnlt8Iw/6oMz5513HqKioqzTdXV12LVrl8Nlg+3zDbbydvNXfQiltkOw1gVbGo0GCxYskHx+GzduxDvvvONynZ5Cvd3gaPuBXl5n+lIfesO2A+uDOwZz24GIyBEGqgafV155Bf/5z3+s092B5OPGjfPJ/iZMmIBrrrlGMu/jjz92ury32+isU0fMnz8faWlp1um2tjZ8/fXXDpf19oMwjn4r8Vh7n+29jPPOO8+n++P5HRgGy/lqO8/T98E2hVRxcTFuvvlma4ZrAJg2bRrmz5/vs31qNBo8++yzkMmOdJtv3LgRu3fvdrg8j7nvBOL1mcfbe1asWCF58LSgoMAu8MrbeH671p/fWPwed7y8L4/5gAd32aZWc/eJm251dXWS6cjIyH6XKVAYDAYsW7ZMMu+cc87x2/5t0xE6u8h5UzDWh3Xr1mH27NmSMXsvvPBC3H333R5tx7as/X3vtp+lo3mB/PkGU1m7easuuNLW1oYbb7wRxcXF1nlpaWl4++23rWOU+xqvDe7xR31wRalUYsKECZJ5PetNT8H2+QZbeQH/1YdQazsEY11w5d5775X8WHnvvfdgNpsdLst2g71gK29vPKkPrrDtYMH60LvB3HYgInKEgarB5b///a/dE/YPPPCAT7NiA8BVV10l6Qjavn07GhoaHC7L4A/fUalUuPzyyyXznD0w4I/jwGPtXTU1Nfjtt9+s0wqFAmeeeabP98vze+ANlvPVdh89g5K8tY9QUVpaimuvvVaSyW/ixIl48cUXIZfLfbrvIUOGYOrUqZJ57n7X8Jh7V6Bdn3m8vcffwdzdeH471t/fWPwed38f3jLgwV1ZWVmS6cOHD3u0fs+xPwFLer3B4ueff5Z8WRUUFLiVrtpb0tPTJdO2N+B9Idjqw/bt23HTTTdJIjJPO+00PPLIIx5vKzMzUzJt+15c6ezslByfyMhIh511tvvo7+druz1vCuW64Ixer8dtt92GDRs2WOclJCTgnXfecSv9qLfw2tA7f9QHd/R8qhVwfqyC6doAsD64Empth2CrC72JiYnB0UcfbZ2urq52GljBdoO9UK4PzrDtcATrg3sGa9uBiMgRBqoGj2+++QYPPfSQZN6cOXNw6aWX+nzfsbGxKCwstE6bzWbs3bvX4bLefgCDdUrq2GOPlUw7e2CgP8ehvb0d7e3t1mmtVivpXPbGPgAea1tffvml5GG4yZMnIz4+3uf75fk98AbL+drffdguH6r1o6amBtdeey2qqqqs84qKivDKK69ArVb7pQzuPpzGY+5bgXZ95vH2jtraWvz666/WaYVCgZkzZ/pt/zy/pbzxG4vf446X9+UxH/DgrqioKMTGxlqna2pqJAeyN6WlpZLp3Nxcr5VtoNlGr/oz8wYAu8aSpyno+iKY6sO+fftw7bXXorm52Tpv8uTJeOaZZxxefHqTk5MjmS4pKXF7XXffd05OjmTcV9v1PN2PbZm9KZTrgiMmkwlz587F77//bp0XFRWFt956y67z0td4bXDNH/XBXWFhYZJpZxHtwXRtAFgfXAm1tkMw1QV32V7TnbUH2G6wF8r1wRG2HVgf+mKwth2IiBwZbIHAg9Wvv/6Kv//975KMlddccw1uuukmv5XBNvjZ2c1+Bj/7lrtB6LbnoicPwtgeM2fHgMfauz799FPJtD/vZfD8HliD5XyNjY2VBI3X1tZ6lPXDtkyh2KZoamrCtddeiwMHDljn5ebm4s0333SYbd5X3P2u4TH3vUC6PvN4e4dtMPfxxx/vl2Dubjy/j/DWbyx+jzsuky+P+YAHdwFAXl6e9W+z2YytW7e6ve6mTZucbiuY1dXV4ZdffrFOy+Vyv0avAvZflP4atiUY6kN5eTmuueYayYV//PjxWLRoEZRKZZ+2mZ+fL5m2fS+ubN68WTI9ZMgQh8tptVqkpqZap6urq1FeXu7WPvR6PXbs2GGdViqVPv8RGqp1wZYoipg/fz6WL19unafVavH6669Lnl7wF14bnPNHffCE7bGKjo52uFywXRsA1gdHQrXtEAx1wRMKhUIy7exHBNsNjoVqfbDFtoMF64PnBnPbgYjI1mAMBB5s1q9fj9tvvx0Gg8E67/zzz8e9997r13LYBj87C1S3rQP9CX4WBAHZ2dkerT/YufvAgO1x8MWDMDzW3rNz507s2rXLOh0dHY1p06b5bf88vwfWYDpfez6wIoqiR/sJ9TZFW1sbbrjhBuzcudM6Ly0tDe+8846kreYP7j7wBPCY+1qgXZ95vPvP9sH0c88916/75/lt4c3fWPwed1wmXx7zgAjusk2pvG7dOrfWq6ioQFlZmXU6JydHcoM5mH311VeSk+q4445DYmKiX8uwZcsWybS/9h/o9aG2thZXX321JAqzqKgIr732mt0XgyfGjBkjGYN1y5YtbnfY2H5Gxx9/vNNl+/r5bt68WVKeSZMm+TxYJVTrgq3HH38cS5cutU6rVCq8/PLLGDNmjNf24QleGxzzV33whCfHKpiuDQDrgyOh2nYI9LrgqcrKSsm0s5tYbDc4Fqr1wRbbDhasD54bzG0HIiJHBlsg8GCyfft23HjjjZKAu9NOOw2PPvqo38vibvBzVlaW5Dtt+/btbrfRy8rKUFNTY51OS0uDRqPxvLCDmLvHwR8PwvBYe49t1q7TTz8dKpXKb/vn+T2wBtP5avtebMvnSii3KfR6PW677TZs2LDBOi8hIQHvvPMOkpOT/V4ed68JAI+5rwXa9ZnHu3927twpedAvKirKr8HcAM9vwPu/sfg9buHPYx4QwV22J++XX37p1npffPGFy+0EM9sfNf6OXgUsY632NH78eL/sN5DrQ3Nzs11q2CFDhnglNaxKpZJ0rra1teGHH37odb3Ozk5JVgalUokpU6Y4Xd72c7H93JwZiPMtVOtCTy+99BLee+8967RCocALL7xgNza0P/HaYM9f9cETe/fulTztJJfLcdRRRzldPpiuDY72w/oQum2HQK4LnjKbzVi9erVknrNsNmw3OBaq9aEnth2OYH3wzGBvOxAROTLYAoEHC0fD20+ZMsVnw9u7YjabsW3bNsk8Z8HPSqUSEyZMsE7r9Xq7wGlnbOvecccd52FJBz93g9Btz+v169e7vQ93H4ThsfYOo9GIZcuWSeb5814Gz++BN5jOV9vf3O62KTo7OyXB5eHh4Rg9erRb6wY7k8mEuXPn4vfff7fOi4qKwltvvWU3fLa/ePLAE4+57wTi9ZnHu39ss3b5O5gb4Pnti99Y/B73/zEPiOCuwsJCFBQUWKf37t0rGVbIkY6ODixZskQy78wzz/RJ+fxtz549ki8tnU6H6dOn+7UM3333nSRSXhAETJ061S/7DtT60NHRgRtvvFESWZyenu7V1LC2ZX733XchiqLLdf73v/+hqanJOj116lRERkY6Xf7YY4+VlPf3339HcXGxy31UV1fjq6++sk6r1WqccsopLtfxhlCuCwDw3nvvYdGiRdZpQRDwxBNP4KSTTvLaPjzFa4PjffijPnhCFEU888wzkuvHmDFjEBUV5XSdYLo2AKwPtkK57RCodaEvli5diqqqKut0fn4+0tLSnC7PdoO9UK4PANsOtkK9PngiFNoORESODKZA4MHi8OHDdsPbT5gwAS+99NKAZHr8448/0NDQYJ2Ojo52+SS2t4Kf/f17LhjYPjDQs5Onp6SkJBQVFVmnDx486FYWgcrKSqxZs8Y6HR8f77Jjhse6/3799VdJNoUhQ4Zg1KhRfts/z++BN5jO16lTp0KhUFinly9f7nLIr24//PAD2trarNOTJ0/2e8DDQBBFEfPnz5c8gKjVavHGG2+gsLBwQMpkMBjsHpx09XAaj7nvBOL1mce770wmk93vrPPOO8+vZQj189tXv7H4Pe7/Yx4QwV0AcNttt0mmH330UTQ2Njpd/rnnnpM8IXfSSSdh+PDhTpdfunQpCgsLrf+uuOKK/hfaR2wzb5x22mlQq9V93t4HH3zgdno6wBKJOG/ePLsy+DNSPtDqg8FgwO233y6JOE1MTMS///1vJCUl9fZ23HbKKadIGq4bN26UZF6wVVpaihdeeME6LQiC3WdnKywsDNdff7112mw244EHHnBaR8xmMx555BG0tLRY51188cVISEjo9f14Q6jWhc8++wyPP/64ZN6DDz6Is846y2v74LXBXiDWh02bNmHjxo1uL282m/HUU0/hp59+ksy/6aabXK4XbNcGIDTrgzOh3nYItLrwwQcfSH4ouWPt2rV47LHHJPMuuugil+uw3eBYqNYHth0cC8X6wLYDEZH7BlMg8GBQV1dnN7z9iBEj8Oqrr/pseHtX9Ho9nn/+ecm8KVOmuHyy/ZRTTpHczF+2bJkkeMWRXbt24Y8//rBOx8fHD2jW1UC0efNmfP3115J5J5xwgtPlbc/Jd955p9d9vPvuuzCZTNbpM844A4IgOF2ex7r/bO9lnHPOOX7bN8/vwDFYzteoqChMnjzZOt3Y2IhPPvnE5T5EUcS7774rmTdz5kyX6wwWTz31FJYuXWqdVqvVePnllwc0w837778vuR+g0WgwadIkp8vzmPtGoF6febz7zjaYOzc316/B3EBon9++/o3F73H/HvOACe465ZRTMHbsWOt0SUkJLr/8cuzatUuyXHNzMx599FFJx5Varcadd97pk3JVVFSgtLTU7p/tuKx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yrozHI3vZKnmeey1obSZeBUfSOWW7auuTXweyguc/b8lsbp91yvfePOUcvL+skUNTXFX28M37PGTM2HZIrjrT+RYukeffr4SuyMQvlHWn5nQNd0UR4Arbuc/h5+EaOVQunifijnBXEJPEzl2ukUPlm/upcx3V2yXCXQAAAAAAoAvuuOMONTe3f8ZhWZbuvvtu/fCHP5QkrV+/3h/ukqRLLrkkYN/Nmzfr5ptv1mOPPabt27frvvvu0xtvvKERI0YkrX4A2S/v0vPkKS+Rd/bcVJeSdkxNnVr+MFNqbJLcLuVdc7Hc40anuiz0VF5v6JjPjnxxspMLhIjMKiuRJck4Bej42SIqofcTe/U6GZ9PltudgnqQqYzPJ3vRlwFjvqUrCG3EibFteV9/L3RFVoakw7x+Ee5KD51OvWhirD0Df68ZgJ6JwZqcOnclKNw1bFDYdaZ6R0LOCQAAAAAAspvH49FTTz0ly7JkWZauvPJKf7ArGoMHD9ajjz6qv/zlLzLGaPXq1Tr11FPV2NjY+c4AEIvgCwSZeHEnATyz57QHuyTJZ8vz5MupLQg9W7iHZaROe0yxGh9OQS6eJxGNMHcT3+dfJLcOZDxTWR06mJuYGa96IrOx0nlFNnazzaaXr26Fu+JXRjyZzgKFkW4z702ShnBXEKfOXb7FyxNyLqt/37Dr7OrtCTknAAAAAADIbgsWLFBzc7O/bf4vfvGLLh3nmmuu0dVXXy1jjFauXKk77rgjzpUC6PGCw110pJEUOj2P2VmbmkJ6MO8nS+R54z153nxfnv9+IHv9plSXlEKhj0vj88o0OnxRfrdsvCidAm0PPZnqEpCxnF9PTRXXHhEbp+k8raLCFFSSnUxNXZgV2fg6mh2du4zX2733OZnUuSs/TyrIlwoLYv47zffRJ/K8/VGcisNuTMvYgbFtufYdK/uL1VJb254VTaGBr3iwcnOkvFypzRNaC527AAAAAABAF6xcuVJS+3SM48aN07BhwyJu7/P55A4zPcutt96qhx56SMYYPfbYY7r99tvjXi+AnozOXU5ce48MmQIJyeWb97ns5Wv2DJx9kqxBFe2f23u8Mh6v5PXKPX5M6opMloL8kCFTUy87UgcgHsuJw88W0Qh3N3HR8wMxcgp0ZOWUgSkSLuiTjSHpcM9LGfa61vLT33XzMZCe4S6zKzBomHPKVOWedlx0O4cJfnlnz1HutCO7Wxo6INzVgeVyKf87/6Pm2++VkhWuKi91PJdNuAsAAAAAAHTBzp07/f/ee++9Q9YHB7laW1vVq1cvx2PttddemjRpkubPn6/KykrNnTtXhx9+eHwLBtBzuQh3Ocm//PxUl4Cg+6JlWTLbd6n1DzMDxgv+fIusdO3AECdWfr6soQMDp47qLCCSjRel0wUdDhGNcK+nhLsQK4f7kuE5Pn7CvYfIygBdtrx+dfN2pOnbRrNxS8CyvXlrLHs7D9c3yt6xS1avQlmFBV0vDn68ijvp2LVLSmh7PNde/ZxX1NbLtLYm7LwAAAAAACA7tXb4PKGkpCRkffDY9u2Rp2cZPny4/99r167tZnUA0EHI567ZctEHGc8pGJET+l35sNMpZZuQKVQ7ueicldNJJY9dWS17w+Ywa3meRDcEh6qBzji8HnpffFMmK8NHKZAXpg9PNv58s6RzV7frzZAvBZit22LYOPyq1lv/LN+nS7tfECQR7nLmCpqKoFfikoTWkAFh15nqnWHXAQAAAAAAOOkY3mpqanJc37HLyIYNGyIez9XhG/6VlZURtgSA6Pm+WCXvx58FDtKRBmnCNWqYXAfsI9f+4+Tab29Z/XrLyg29AOub80kKqks937sfR96Ax3K3tP3zRbXe9ZDzyky7CI7UoHMX4iVMyMheuiLJhWQn97jRyjn9+NAV2dgdLdzzUga9rhljup+xzpBwV2x1dvJD4X1h3DAto5O83IDFnOMSN92Ae/Rw+cKss7ftkGvowISdGwAAAAAAZJ8hQ4b4/+3UlcvlcmnUqFFas2aNJGnBggU66qijwh5vxQo+uAcQf9535kq19QFjJoMu7iC75Z52XMiY8bV/ku+eeqis3mWy3C5Zg8N/eTurxHghko4uCcTTJLrBchPuQmzCvTfzzp4j9wHjk1xNlnL6GZcWJ7+OVMmk17V4/K2SIX/vmJ21sqt3yLVX3yg27my9kW/5GpnGJrkP2EdWbm4nOyAcXsUdWG2egGXXwL0Sd64RQ8KuM1WRp0UAAAAAAAAINn58+4fsxhgtW7bMcZuJEyf6//3000+HPdayZcv0+eef+zt9DRjQQy5iA0iNDLnYkS6MMfIuXKy2vz8r7wfzCcclmOV2K+/KC2Qqq+U+cF/lTD1M7jEjUl1WeiLc1T2RHss8zhENOnchXsLcl0ybN8mFZCfPK7PlffWdgDHXxPFy9e2doooSJ/z71Ax6XetJr8Ferzwv/ze6bTv5uXhee0dtf3lCnr8/p9b/e4y/WbqBV3EHpq0tcCAvL2HncuXnSTnODdTMth0JOy8AAAAAAMhO48aNU9++7d+u3Llzp79DV0dnn322pPYPWBcsWKD/+7//C9lm165d+va3v+3fTpKOPPLIBFUNoMfhQ/1us1etlefx5+X7ZKk8/35VvoWLU11S1nNP2Ed53/u2rN5lqS4lqaxYpxAi3NU9hLuQKIS7EKtwzzkej/M4YuJbtjJ0MFOm7YuXTHpZ60GduyTJXrxc3jmfyPvRwtD8TEed3abG5j2brt8se/X6OFXY8zAtYxBjjNTcEjBmFeQn9qQlRdKu2pBhu5pwFwAAAAAAiN20adP0zDPPSJJmzZqlH/3oRwHrv/nNb6p///7avn27jDG6/vrrNWvWLJ1yyikqLS3VypUr9fjjj2vbtm3+C7pHH320RowYkeybAqAnsTPnYkci+T5bJs/bH0k+n+Sz5RrQX3nf+Z+Q7Tz/eilw+Z8vKWfyxJDtEF8xB50ynL2zRva6TQFj7iMnyV69LvzsIzyWuyditoufLbqBcBdiFe45p41wV1x8PeVzR1n7LiPcfSmTXtfiEu7q/iGSyfPUfyRJ7v33DtsQySouUs7px8n+co3srzZ0ekx74xa5x46IZ5k9Bq/iwVrbJF/Qt0qKeyX0lFb/Po7jpnoHb9QBAAAAAEDMzjvvPEntFwAfffTRkPVFRUX6wx/+IGOMLMuSMUZvv/22fvazn+nqq6/Wn/70J1VXV/uPkZeXpz/96U9JvQ0AspzT5558FipJ8r77scyGLTKbq2S2bpPv8y8ctzM7g74wTLckJELw9RJJrr36Sr0Kwu/DfbGb6NyFbgo7LWPWxkaQKOGmZaRzV3w4haF72uM0k17XeljnrgARgvtWSZFyT56qnJOPSWJBPROdu4KYxqaQMatXYULP6Ro+WL6Va0NXtLRK9Y1SaXFCzw8AAAAAALLLmWeeqcsuu0z21xdXN23apCFDhgRsc+mll2rt2rW67bbbHLuQ7A59FRQU6PHHH9chhxySlNoB9BBB1wes/n2Uc8TBqakl3bhDv5O9O4wLJF/oxTzP2x9JdQ3hdyHc1T1My4juCnc3oXMXYkXnroQyNXUOo1n6fi8bXr/ichMy8+dgjMnWe2ZGIdwVzCHc5dtUqZyxIxN2SvfEfeX774eO6+zq7XIT7gIAAAAAADHIz8/XI4880ul2t956q44//njddttt+uCDD+Tp8A3sXr166YwzztAtt9yi8ePHJ7JcAD1S4IWNnKmHyT1hnxTVkmacLr57fVIuH+cni3fh4vYvXluWZFlyjRsl14D+qS4rNZyuQXYW3nLo9oUYhLnu6z5minIOPTCppSBThbkTERJGrMJ16/F4k1tHtmptCx3L1sepw13JGjYocifQdNMDp2X0i+a2Z0OAL83x12AQu74xZMysXCslMtw1bJCsvr1lduwKPXf1DmnMiISdGwAAAAAA9GxTp07V1KlT1djYqPXr16u2tlbl5eUaPXq08vLyUl0egGwV/Nl/ll7H6grXsMGyg2d6MIRlkmn31Ji75V78DbkG9Jdv8ZfyLlzSHm7y2XING6TcU49NXaFJ4XChriH0S/IBezh8iR6xcL446hq4l6wSmgEgCuGur3PdHbEKF9YgxJEwvk+WyDdlotzjx6S6lDgLvM+49hur/KsvTlEtXRSX+32GPnYiTMuI5CHcFcTUOrQSTsKbZdfo4fI5hbu27Uj4uQEAAAAAQHZZv369hg8fHtM+RUVF2nfffcOuv+mmm3T77bd3tzQA+BrprnByzzpBuWedkOoyerbgi3dfd9Gwq3bI/vyLjhsmr6ZU6cJNNJGmbETnwgZzesD9rYcxHq/sNeslr1euMSNkFeTH68hhhrkPIUZpdJ8xbR55350rtbYp59jDMjbsanw+eWfPjZgBMJ2EqDNSyF0pA9/7Z2nnLhPNdNpp9FzQkzG5crCa2pAhq6wk4ad1DR/sOG5XEe4CAAAAAACxOeWUU7RrV+iXyLrqt7/9re644464HQ8AyHYhrYVcwPr6DuoOuqTSI6YfDL2Y5558QOQ90jDcZerq5XnjPXnnfBLdRcxU6mKnHNPmkXfhYnnefF/eT5fKeJk2LZ0Z21bbXx5X21+eUNuDT6r1rgdlmlvidPBw41ycR4zS6D7T9sTz8s6aLe9/P1Trn/8mk0a1xcL7xvvy/uct+T7+LPxGWdmxNTg4n5oquiVbO3f5fJ1v08lt961YI8+r78SpIIRD564gxuGPsaSEu4YNchw31dsTfm4AAAAAAJBdVqxYoTPPPFNvv/228vO71wHgrrvu0m9+8xtZViZ++gogfTl3RgLSgWvEEJmiXv4LWVZpe3cQyxUU7kr3kFA8OFzL8y1YHHmfxiYZr1dWTnpcgjI+n1rvekimpq59uWq7cr95coqriiDMBVTv/EXKOXpK2N3aHvu37KUr/cv2IROUd8m5cS8P8WE2Vspes2HPcvUO2cvXyH3QfvE4epjhNAwVIL2lyX3GGCN70Zd7lqt3yP5qg9yjY+tWnQ68r7/X+UbZGB7Phs5d8ZiaMB2nN4zm/WyEbewtVWq7/4k4FoRw0uOddRoxjY0hY1ZhvNqghmcN2kuu0cOl0mLZny3bU8/2XTI+nyy3O+E1AAAAAACA7DF37lxdeOGFeu6557oczLr33nv185//PM6VAdnL1DVIhfmycnNTXUr6S8PrGhmPgFzc5P3PGY7jruGDlXPK1PYOXi6XrD7lyS0sFbp4Yd/UN8rqXRbnYrrG9+lSf7BLkrzvzE3vcFcYka4TmabmgGCXJPk+WSJz0Vm8JqUp4zCTkGmM01RsdO5CvKTLfcahDlNbn4JCus8aPEBm89YIG6g9M5B1sqBzV35eqitIjGjChJGeCzyxdQrli4NdR7grWL1DuKugIOGntXJzlf+jy2TvrFFrh3CXbFuel99SzpSJcg0ekPA6AAAAAABA9njppZf0/e9/X/fff3/M+z700EP60Y9+5P/grawsPS7QAunINDapdeY/ZdZvlnJzlHvuqco54pBUl5Xegi4QeJ6eJd8Xq5R/5YUpKigL5PJxf6K5Rg6Va+TQVJeRXF29sN/miW8d3WA2V6W6hNiE+Znb23fKNDTKKi4KXemzZQ0ZILNpq6zBFXtus9cnEe5KS6bJYQrGeAVpuji1JxAiHbsMZbzIP1P3oQfJtVffJNWSRCEzXmdgwCcnDs140vB52Ld8TecbRaw7/W5TtnJ1vknPYhpCw10qSHznLt9XG9T8qzvV+pt7Qte9M1dtTzyf/vPAAwAAAACAtHDttdfKGCNjjGbOnKk77rgjpv0ff/xxXXPNNbIsS8YYlZSU6LXXXktQtUDm8879tD3YJUkerzwvvCHjje0bzD2N4yWAxuZklxE14/XKtLamuozICHAgraTPhT7j86W6hNiEu4Ba1yDvux87rrJKipR/9cXtu3cMs6XhRWS0833+RehgN35f9s4aed76UL7Fy8M/+rg/IFbpcp9JlzriISenPZAfrhujKwNDT9EI+h3ai5fL8+IbsjdsTlFBsfM8m32fiZimZnkeezaKDSM8BrPo4Znu+CpPENMQ1PLUkpSX+D+KraJejl3DdjNbqmUvWSH3xPEJrwUAAAAAAGS2++67T5s3b9bLL78sY4xuuukmDR06VP/7v//b6b5PP/20Lr/8ckmSMUZFRUWaNWuWDj300ESXDWQssyloapXWNqmxSSorTU1BmcDpAkGaXrizN25R28NPyeyqk3vyAcq9+GxZrsR9b9r35Wp5P5jfPsWJbcsaVKHcE46SVVbi38bpi8AWnbuQCF19XKZTt5dophtKI3mXny+1eeR9f558nywNWOd98wPlnjHNeUenLihp+rza03kXLJL95erQFV183JimZrX+YabU3N4NzD3pAOcN0+lxiYxgwj2HJLvrUhbddwt+cqX/380//E3qCkkD3tlzZQ3cS65hg1NdSlR8Hy7o/kHS7HXZ+9686DaM8Bi0+vdR3uXny7d0hXzzPu/8WDn8zdJVdO4K1hT07bDc3KTM+2n1Ke90blnvO3MSXgcAAAAAAMh8lmXpqaee8geyjDG6/PLL9dZbb0Xc78UXX9S3vvUt2bYtY4wKCwv14osv6uijj05G2UDmcviGvfFmWKeYJMv/0WXKPe/UgLGwFxBTzPPaezK76iRJvoWL93RpSxDvRwtlL10pe8VXsletk++9ebK3bgvcyKkTUTymigHiJZ0ez3ZmPR+7Bg9onwJ0+BDH9aa2znlHp2tMWRSIyCaeJ15wXtHFx4333Y/9wS6p/bUqnsdHDxbuPpPs7lIOdSTj+j3iKOx0scktA4FMXX2UG0YIdxX1knvieLkPiK5JkVXiML00okK4qwNjjNQc1Fo7CVMySu3fqrJ6l0XcxjS3ynjSZ556AAAAAACQvgoKCjRr1iyNGTNGlmXJ4/Ho3HPP1aJFixy3f/XVV3XBBRfI5/PJGKP8/Hw9++yzmjYtTHcIAH6usSNDBwl3RWTl5IROI5imF53NzpoOC5K9Y1diT+gUxggOczl07kp6Fw30CKZDYCS2HdPo8Zxhnbv8wvwM7R01zts7Pgek0e8BnepqyNlevT7aE3Tp+OjBwgVEE9jB1FFPuu/2oJsqKeW/W9PYJLtqm+zq7bK37QgfoI6XdAtdR1tOVL+nKA/Wkx7PcUbPs47aPKF/FCfx205Wvz4yO2tDV+TnKf+Ga+Tq3ydptQAAAAAAgMzXt29fvf766zriiCO0bds21dfX67TTTtPcuXM1bNgw/3Zvv/22zj33XHk8HhljlJubqyeffFKnnnpqhKMD2M192EHyPPly4KBTZyUECg4ipOsH/cG/y0Rf0DQOQZTgcIrThSHCXXHj/WSJ1NLa/jO1LLnGjZKrT3lCz2lq6+R54/32YKjPJ/ls5V16XkLPGQ3f3E9j2t59yATlnDlNVmlxgirqggx9Pva88IbjuOUOc92KaRkzX1d/X9F2UeL+gFiF7dyVBv1j3GlQQxf4vlwtU1PX8x6PDrfXfeiBslKcf/AtXCLPc6/5l11jRyj/B5cm8IyZ+XvvTodl19gRyjljWnu3PcuS1a93HCvrWQh3deD0jSuroCBp57f69ZFWrg1d0domq6gwaXUAAAAAAIDsMWrUKM2aNUvHHXecmpqaVFlZqVNPPVUffvihevfurQ8++EDf+MY31NraKsuylJOTo8cff1xnn312qksHMoZlWe1fEu3YrcvrTV1BmSJTwl1BXwgOG6yIE9eA/rKXrQocLMiLWBPiyztrtkyH6wV5V14o9SmXvamyffoz224P2BX3Ut55p8XlnKa5Vb4PFwaOffscWSm+gO77ck1M21v9eic8CBezTO3cFYbxetX6yNOyl6+Ra++Ryvvfb8oqLCDcleGsYYO6PlVVtM8T3B8Qq3D3mSQHyq38PCk/T2pt2zNWkkYh4hh4Z8+RveKrsOt9cz+Vp3eZck+ZmsSqEs81aphyph0pyUhGsgZVKGfKxFSXFXofD3Pfjtv08Wn3NOxckDV+jPIvP7/95+GyonudCfd0MXiA3COHdqNG7Ea4qwOzbWfIWDK/XRIppWhXVss9enjSagEAAAAAANlj0qRJevrpp3X22WfL5/Np+fLlOuuss3TbbbfprLPOUlNTk6T2gMojjzyi888/P8UVAxnIHRjuMkzL2LlMCXcFB0MS3Cki9xsnKfcbJ0XeiM5diRVyoe/r4dp6+ebvmd7Y6lMuxSnc1fGCtZ/XJ+WluDNJQ2Ns26fh/dBkaOeucOxV62Qv+rL930tWyDd/kVz77y3Pc687bJymz6sIYA0eoIKfXtX1A0TZuStu4QT0HOHuM2lwX0p9BV0UzetkFn5JxD1+jNzjx6S6jFDR3pfjdp9Ps3tuuECW2yUrLzdO50iz25zBMrNfYRJZvZLXMSvStItm67ak1QEAAAAAALLPaaedpr/85S/+izpz5szRtGnT1NDQIKk92PXXv/5V3/rWt1JZJpC5coK+R0u4q3Mh4a7UlNGZkGBIgjt3RYXOXYkVrotDcNeCOP4e7HUbQwczMZSUhuGuTOvcZe+qlb2zJux676vvBCx7nntNamiSvXRFyLaEeTJEdx83Fp27kCDpFO4KDjFm6P3ZXh5FR0ze5yWNd8HigGXbaZa1eMrMu21Exrbl+2yZ2h55KswGWXijU4TOXR3kTBwv3yETZH+yZM9gQX7Szm/1Cx/usiurk1YHAAAAAADITldccYU2btyo2267TZZlBVzwu+eee3TllVemsDogw+UEBX4yMZSRRL5Va2UvWxk4mK4f/AdfYEvxNHmSnC/6pWOoJkNZwwbJKi9tf500RiosaF8RdGHZxPPiq9PvLw1Cou7jD5dv9tzod0jH+2GGPR+3/ukhqa4htp0IAmS27j5son3c0ckt6eztO2V21rT/jixLVkmRXBX9U11W9NIp3BX8QElwDaa+Qd6PP5OamuWeuK9cI4Yk9HwBeE5PnijvR/GbJjvNnofj8Bi3V69X29/+HXa97/35amts9k/xmPs/p8vKywu7PcIj3BXECvrjzEpquCv8tIyGcBcAAAAAAIiDW2+9VRs3btRjjz0mqb1j1x/+8Af94Ac/SG1hQIazctyBH9Vn4XQq8eR57jWZLUGfeaZruKs+cFo6s32nNG5Uior5ugann1U3QzWmvkG+FV/JyslpDyvm5cm998huHTNT5V/uPD2x1adcOccf0R7wc7vi++Vwx3BX6p9HXMMGK6ZoVDqGuzLtInkXngvDduhK1+dVBOru4yba6YK5PySdb97n8r7xvn/ZfdB+yrtsegorilE6PbckcTpvY4xa739CZkuVJMn7zsfKu/ZiuceNTtg5A86fYR0nEYNMeRqOqc7ON/Z1aK6Ue+6psdcDSYS7QpiW1sCBZIa78vOlshKptj5knV1ZLdPaJntLlcyOXcqZdEDS6gIAAAAAAOnj/fff73yjTlx88cV67733tG7dOp122mmaMmVKVMc95phjun1uIBt5Xpkts6MmcDANOu6kNadrABly0dlevV46clKKi3Dq3NXNQ1Zuk+fx5/cMFBWq8I6fd++gWcbVv69cZ5+UmIPn5oYMGZ+v2w19usvVpzym7e2NW2Sv2ySrop+s3R3PUs2hc5cxRlY6BtG6KlyAjU5NaSn3knNltm5rf90zRq7xY7p1vKjvyxnyOptVwk3zmynSOtyVuFOZ7bv8wS5Jkm3L88o7SQt3ZVwoOUm8CxbL+98PZJUWK/f8M+XqH35WtKgl+SGZOdMlx1BnrDepzbOnKy5iQrgrWFC4K5mduyTJNXiAbIdwlxqa1HLD79ofHC5L7onjZTn8sQcAAAAAALLbscceG7eLkcYYvfrqq3r11Vc73dayLHnToIMIkI7szVUhY4ZwVyccrgJkysUOVxpcmHUMbHSzc9fOmsCBxmaZtjamTUkS95SJ8vzrpcDBdJhOMMbHpb14uVoXL1fejy6Te/TwBBUVI6cOKMakb8iis0CWpcCnUJfLeZ+SoqRftEZ0cg6ZoNZHnpapqZNlWbLXbJDOOF7uMSO6dsBopwvLlNfZbJLp4a5wz0dJviuZ5hapsSlw0ONJ3Akdjm3WbUrc+YJlcTDXM+tt2Zu3fh1ulXKOmiT3hH063c/UN8rzjxckY2S2bpPnxTeUf+WF3a7HvfdIeTdt9S9bA/cKu23+z69R6x9mdu+EGfI8bOob5VuyYk8IeeQQWaUl4bZ2HHUfe5jMrlrZi74MGPd9tkw5xx4W54p7BsJdQUI6dxUmOdw1dKDsL1Y5r9z9uLCNzJZqWcMHJ60uAAAAAACQXrr7jU/Lsvwhscz59iiQpoxDcCAdQhnpLIM7dyX6wqxv2UrZq9bK1DVItpE1ZIDc++0tV8eLTU73ue6W1dYWOpbFFxfTjeVytd+3Oj4O0iAk2uV7QBrdd4xDBxTfwiXKmTIxBdVEI/LPzn3QfvJ9usy/nHPiUaHPCaXFKrz9p4koDnFitlTJbNvp/217nnxZOucUuffbO/aDRRs6zpTX2WySl9cetLTbAxLKz7DAdLp07gq+fi9JngR+8SjM7Uta18cs7Nzlfe9jeectktlUGTBu9h0b3f4fzA/4vdhLVsSnsILADlJWpG5gPeg51FTvUNtDT/qX866+SO79woS7HH4srn1GK++cU2Qam9QSFO5Kiy/KZCjCXcFS3blryMCotrM3VcpFuAsAAAAAgB4pHmEsAl1AHAWFGNyTJsg9YVyKiskQTs9Bafi85PhcmeCLep7X3pXZsGXPwKdLJY83MNzl1Imou+kup2Nm4cXFZPEtXyN73Sa59x0j17AoP8vPcQdcrPY8PUvuIw5RzmEHJajKKHT1cZlOj2eHsK3nHy+kb7irkx+dvXZj4IBT565M6w7UEwU9v5ptO2WvWd+1cBfTMqat3JOPUe7JGTy1vVOYXEr6fSnpf7uGnerWltzu1J0/g5maupBgV/uKKH+3iQpGxtJdLx73w3R7Ho62nkj3yQh/11lFveQaNUz2Vxv2rLOi7DaJEIS7goR07kpyuMsaMqCTDSxZA/ol54UDAAAAAACknb/97W+pLgFAsKAPtF1DB8kq6pXYU9p2e2DBGH83CKuwoPMd05S1V1/lHDkp1WWEcurAFu30V13l1PEouA7HCzHdu1hknG5rul2AyhC+JSv83Q68r7+n/BuulmtQRec7BoW77HWbpNLi1Ia7nLqldCYvN72mA3QMQ6axTh53pqklcMDlCrnoaiX6eQrd53ShvKvPuUzLiAQxEbowJq2LVfvJQscSeepUdyzLtNetaIT70UX5M3UNDWqQU1LUvXrCnD/cfdo0t6j1zgfjc85MFOt9v+P2wT9TXou6jHBXsBR37rL6lCvn7JNkDdxL9sq18r390Z6V5SUquOkHsvIyrGUnAAAAAACIm0suuSTVJQAIFnyBNgkXuuy1G9X25w5hz8ICFf7hxoSfN26CPtTPPWOa3Afum6JiInC6uJboqUScLngE1xHPUEAij5mhvJ8ubf+ZW5IsS+69R8mK4SJi2z9e2LNg2/K8+Kbyv/utznd0+FK32b4r6vMmQtvzr8e0fe43T1bOcYcnqJouyrhpcjt53HmDpiJz6tzFlEdpzzE009XnXDp3pS3fl6vlef719uchn09W397K/+FlqS4repGeP41JWpdAKy/XYTBxIVarf1/lXnhW+3SpHSXrMZSFnbu6+yWEkPtavH5Gwb/TcK+f8XovkanPw5HqdlhnV1bL3rZDrv59lXf1RXueLyyr/csM6BLCXR0Yrzd0ft6C5H7bzbIs5R5/hExtvTx//Ufgypr67EzqAgAAAAAAAJksFRfVE3WBI1XSNYfg9HNN8IVMV0U/+TZvDRwsKgxcjmcoYDenz54z9QJUN3me/o/UvOeL4NZ135G7pEimvlGe195tv198/V/uBWfKygm61NIc2FnJXr4muhM7hbtq62ItP76qd8S2fTpOB5hp11UidMqRFHp7XFbo1Gnd6NxlWtvU9sTzslevV/vFeEu5Z52gnCMO6fIxEci3bKVUWx8yHqlLUkTR/r67enx0XZtHpmr7nuXg14s0ZoyR74MFkTZIWi1WSbHcUybKNDZ9/TpjySovSdz5Cgvk2ntk6ArCXV3mPnh/WQMr5PnniwHjUU+5Gfw8F6/fRbTTMibqfKkWrp6QvzVjC3epvlFtDz6pgl99P+nNlLJZ5ryCJENrW8hQqu5sVlmJXGNGyF69LmDc3rxV7jEjUlITAAAAAAAAAAfBF9UT2ElgzykSdIEjWULqTcNAiJSSaRnzLj1PuvS8yBs5XfTr7kV7pmXcI/hn+fUFLtPWJt+HgRe6c6efHpcrLfbGLY5hD3kzrOtUGoa7HKcczQLWkAGSbdq7ykV7cToK9sYtshcvDxgzNSkOGWYRY9tqe+BfYVZ2NdxF5660FdyhJoPCpvaqtZ1sYKQkNuDJ+99vJvT43jmfyN5SJblcstwuWXv1C90oSY8hk4XhLtewwXINGyzfp0tlf7l6z4pof6YJmtrPBOVD7HCh9riFu+JzmGSLOoSHhCLc1YEJ+jaNJCmFSUL35ANCw11rNhDuAgAAAAAAANJJtNN5xJEd3NmpzZPwcyZU+uVB2uXnS7k5ATM+pMO3zx0vsNC5K2Gs3RcUHYJ9bQ/+S1afcllFhVJhoXJOOrpL5/AtXem8wuFL6WktDcNdGdcBJcrHndW7TJbbLXvtJrmDOsyY6h3yvjdP7oP3k1VSHNv5nYKimfYzTGcxTm0VlWhDxzynJ1/Q7yaTwqZhX5d2y7L7k+/L1bIXfelfdh9xcOhGyep+F+Vzrmlrk71uk6y+veXq2zvBRcVJV98mxNJJKgb2VxsCls3GSucN43Z/z5DHjSfob8suvHaZqu1quetBufcepdyzTohjcT0X4a6OWloDl12W5DSHb5K4J46X56n/BDwgfEtXKvfkY1JWEwAAAAAAAIBAwdMomR27ZOrqZZUmbroYs6s2YNkaNihh50qIDOncZa9eFxDskuQ4dV7SOV306+5Fp0R0A8tQrkEVMm2er3+mxn+dwHKHBijsVev2LOTndf3z+wgXco0xewJmSZb7rW/K88QL0e+QjuGuDApTSIr6sWwvWSFJsvqU/X/23jNKbuPM/r5VALonR+accxKTMpWonC0rWJKDnKO8zvZre9dr/3e967TrdbZlOUiWqRxIURIpkhJFUpSYc84zQ07OoRGq3g8109MBQAMdZnrI+p2jIzZQqCoAhQIGz8V9QCeNjVtvPP8a6PjR/sVddu1foHNBRnBzbmprBzfN+FSvifB63Z1nYpyBAMkJQr32UpGOUVVBBooAxxPn2XiKvTbtnvcydA3ROdOiHRM9iLt4KITQz/4k0n5qKgKf+hCUaRMz0r/0kpwDV9xzUF/PZ+m6D2bbZeN0HGOvB9e0jC6rTlfBPF0F68ARgBAQVUXwq5/0308JACnuioKUFkN7+G6gKwTeFQJMs9/+YAIAkpcLMmIIeGV1eBmvOueyhUQikUgkEolEIpFIJBKJRCLpc2ICMOabG8G7dATuuzVzbca8iKeDyzLXVprhnMenmstCPQhv77BPnZUNwfEMiLvs3EQ459l4ajJO8CufcFgRgHLZAkBVQBQF1sFj4GdrwqtJXk7yjboFci1LCAP6ATphDMiYEeCnq8LLyIgh4FU1Dhtk4YgZQGnQkoGblnPQNal5IX4bZd6MJOqR2OIiNrS27wOdORXqojm+qoxL1eyATKvV95jv74S1cVv4t7JkMeDz/PYXJNF8fr6NJxZ9bZK8bjdOQnr/y8C9mIwdCWXi2Ghxl4f7lvXuDiHsAgDDhPH0cij/9i9p71/aSVKkZcU4bEW6FveFCD598+cAvW6425hMvE89eheuSXlSKsijFwHJz4O6eG5/dyMMb20HGTo4StwFw4SxeTsIVcCrqqHesdTzQ5tEIpFIJBKJRCKRSCQSiUQiyQCZSJGXqMlYNymt/zIQeIUzhq5v/ZdI8xEjRND/tAx04lgEv/xIP/UuHvOdLZlxyEoHdkIOmZYx45BgEIEHbu/9/f5OGE++1FsgLzf5yt3EXWY/irvKS0GHD4EVIe5yCzpb7+8CFAV0ynjQspLMd9AL56lzV5iWNhhPvgBSXgpe35haXQCUqROR+38/EIHs7v9INjgWni8kcOTh5xyEk25I567sJfaYZ6O7oRMkQfw5zY5++t+fB+8Mhecd7c7rQUcMTWsb7h2IfrZmh44j8In7RXpuQkByUxBwu8BPVYLFOrp5cO4y390eXU99Uxp7lUFiLwGPw4g3tcQt6/yXHwrRUVEhcn/0tdT75tqB89W5y2u5NKUUNkyw2nrQweXet5GEkeKuLMU6eAz6b5+wXWc+9Ur438rlC0Dk4JdIJBKJRCKRSCQSiUQikUj6D1uhTWadYmhpMdi4UeKrdcMAKc5cCsh0QSgVwSqHYCCrru3jHiXANO2XZ0NwPBOiMzsBjEzF5godOQzqzVeDd3QCnV0pXYfczaWjv8VJsWIEp2sDADtxBuzEGREQzxpx1wBz7krmWuZA4EsfRejHvwVCekRVyV/DpMepRpJeEog2rEPHod3uWiQer+c5G+5fFxqx99GBdE0l6muax5N14CjQ3tlb/dIrwv9m9Y0wXlolRFaEAApF4CP3pLV93t4e9ZudrEDX938ufhRnVjxkbd8bveC8fv5KUt1lR8986kEM50hfi2MHyjxMEH1qkkjLqD1wO9jpSlibooWI1o59oDckmcb8AkeKu7IUOnp4/EVjAztzViobJRKJRCKRSCQSiUQikUgkkv7ETsiV4aCMes2lUK+5NKNtZARNA2Jdx3rIsmAHnTYRWPVO/IoMn1tr32Hw5lbwhibwkA46bDBIWQmU6ZN6C2XCLS5bXcqyGDpyGMiQQTDXbQLy8wDGYLy6NrnKXJ27nMVUmYZV18HavCNqmSd3kGwaO9nUFw8EPvlA9zwj3GuMl1eD1zYk3pCx+LSYA2zfLwhSESE44FnEd14LRrIUVQEC2sB0wevrtIwRwi4AQCjU+++OLrBdB6JWsyUXg44blb72XXYn0yn/4sjAPNHf6C+8DmvDlvjU7OkQYPfFve68FXc59SdGqOLab/t1ykUzQYYNjhN3Zd8xGDhIcVeWQvLzQMaMBD9V6VqOV5wD5s/qo15JJBKJRCKRSCQSiUQikUgkkjgykSLPrbn6xu7UZxSgFCQnCPWKRRlrL52QgCZcjuzIshf9xCkNXob7qf/zFaClLfzbAkBGD48Wd9kE/bjPoD1vboG+bIUI3lIaFzQVhbLrnGQllgVzRZKCrqh6nIOb3LTifC76Ct7YnOSGcuwkizJzStRvY/UGbxsyFu9AIs9D1uHq0pd0pdK5K1sJ3HcbcN9t/d2N5Ohj56646iNFrTZt8cZmIK3iLld1V/ra8QA/D8VdMK14YRcA6Hr8Mhvo6OFw9DHtC+Hq+Tp/etR2uadldFjc1mG/nRQaJ40Ud2UxyqwpMF3EXWTmZJDhQ/qwRxKJRCKRSCQSiUQikUgkEokkFjplPKxzMSkFMxgA4LUNMF97q3dBYT6US+cLoVe2p/sJaM7rsu09v527BiVQb70ms+3ajZ1QTOArDYJC3qWD7Tvsvy+SaBI5m3jF1bmrf9Iycs7BDSPpbbMBt35wzrN/zoRIaevpaDIuxV0DASnukgwU+lDcZTdXkyHlkQU8bZNiJ5zX9fW9wtM8MXCuZ97WDnTaf9zBdW/PGXTU8PiFuUFAVUFHDE2le944b527nIhRd7mmZXRY194hnYHTjBR3ZTHKzCkwX13nuF5dOAfqgtl92COJRCKRSCQSiUQikUgkEolEEkvgg7fACGgw39zYuzCTXyTHviRvbUfXV36EnJ9+BwgGM9duirDKc+A19c4Fsu1Fv2oj7soJOjt6pQu7AGZXKHqBXaCkpQ3cMEA0FwFdgjqUyxcKRzhCAEJA8nK81XUewTkXLmbdxwAEoJPHg+Q4XFuEJq7US0zYTdxl9Y+4C7oO40/Lkts2W65nt+PKbcRQ2YhXAaF07hoYZMKRx+szhxwPfQ5v70Dod0+Kedy0AMtC8GufAsnP6++uJYYmuL+lczjZibvKS13Xp308u9WXLiG3V84j5y7j9bdhvrbOebx4FHfZnoPOEIAQeGdXst3zzoU2fcYe7iSuN2vXftBI5+EU6pIIpLgriyEjh4GUFIE3tdiut7bskuIuiUQikUgkEolEIpFIJBKJJBvoy4C6k9Ajy1NcmOvedS+QbS/67cRdfdBFMqhMpDGJgA4qjfrtlK7H2rwT6pUeU3TaHO/A/QM0dVQ64Rz6489ELQp+94thcZex6h2gowO8O72QumQx6KwpIghOKQglsLbvi6nUQ1DYzaXDNH3uRJrw6hiWlytiGVXVvcuyZT5yO3bZNuc4kUhg0UOaxF28KwTzzQ2wdu4Pt68smA3txiW+65LYkEi0kcy45B6FIANlzJ9PEAJ+uip6WX/N6X7py7SMdnVFtm+zng4bnL72E8DrGtH1H79G4PMfBi0tznyD54m4i7d3wFzpbGQDwLu4y2U8Eq/3yVQ4b5277PtDhgxC4DMPCodTSoAc5w8+WEOT7XJzzSYEpk20aTLbjsHAQYq7shhCCOjMKbA2brVdzw4cA29pBSkq7OOeSSQSiUQikUgkEolEIpFIJJIo4gLqmQvKkKIC0HGjwE5WxLSZ5S/KMxHQziR2Dl0Z7mPXz/4oPvYNBgDdQOBLH4UyaVx8QQfhjPHsq97FXbHno69dKfoJHgpBf/xZQFVANBVQVWgfuAkkL7e7gF2Aufef1sat4I3N4d/K7KkIfvrBqOKdseKuFJ27eD+lZfTsGGYYNkHXLLme3Y5dts05DtDpk0DKSmC9t9O1nPHC60Bre/TCZJw29h6Cueqd6GpiUw9LkicTog2ZljF7UeJFJ9y0PN0W+p0sEnfFpWDMDYKOHJa+9oGEomReXZdymmTPqSTPE3EXO3oyYRmu6wnLAHAfj1ko7iJDygHDhLJoTvQ9daBMw5SClpW4FuGcA20JBHxpSCUv6UWKu7IcZZazuAucw9y6B9q1l/VtpyQSiUQikUgkEolEIpFIJBJJNLFBhQy61tCxoxD45APo+t7PYtrM8kDQABN38bM1Ngsz20fe3Aq0tPUucHIzSId4MHaMekkv6AFr136wqhoo82eBDh2UljrTSsgAO3A0apF21w29PxK5h8Q4uulPvQxlwWyQgAbloplJB5ud3NgApBxMThbPojLDBK9riNk4S67nAebcxTkXYjmQblEggXrd5SCEwCgrgfnaW47bsqOnbCpMqhM2y7L8/jKQyESaVZmWMXtRbFxA+yvVrl8SiL455+kTqfl17spISl0P10eqc+EFJu7ypG4PGeCWBXboOEhuDuj40Q5Vxdel3nWDcJYqTq8RDudc1BtJrr9U5Tnf+xIAgJ05GyPuyrJ52KE7PMH1wBmD/pdnRSpzF/TfPWmzcZYdgwGEFHdlOXTyeEBTAcP+DxBr+14p7pJIJBKJRCKRSCQSiUQikUj6m5gAgOcv85MlPxfBb31WtEupCMD5DDr0Ndwt7RwQFZzmjIHtPggQgM6e1jfpVmK7YyfusnHgSCckGIgOpYQc3AzSIR6MDVBaFtjZGtDhQ5Ku0ty4FcbTK8S/12xEzvcfBUlzwC1VuJ3YJ9KljXe7LXDe+19kcD42UN/aDuutzQAAa/8R8LpGm1Y9BDddxV39k8KLFBci8KkPQf/TPxMXjh2rWRK4cxWoZUkfo2AMXV//z6hFwe9+EbyrC+zQMf/1JbOPNvNLwvlb4p1MHEvPgpEsHPPnOby5FXTSOJChg0CHDgKdMBpkUFl/d8sb/e3cRftY3OXl+uir+0YWibtYTR3YsdOg40al9IzoBDcM6H94CuyguMepty+Fdv0V8QXtxF2XLwQJBlJqX5kzDWZs6lTO49pLOh1nXLcHyDycoJvs8ImEwi7nugfIMchCpLgryyEBDXTqRLC9h2zX89NVYI3NfZPfVyKRSCQSiUQikUgkEolEIpHYE5eWMbMvrYmigKQ7HU2mSRio6j1mxhMvwNq2FwCgLJyNwEfuyWDH7LEVlHV0gVVVg44YmplGA9EBKnPLblgnzkC75lKQyHfAbin8LAvEzikkFpsgJjt4DLyjE4RSkEGlIIUFnrsOAObmHb0/dAPWzv1Qr7rYVx0Zx1bc1Xu8iKaG3RbsUGZPBR87ElAUWJu2Ra0jAQ28K5Rcv9wEH/3k8kIUBXTcKJBxo8Bj08AmIltEJG7CuGzpYyQOaUF5WwfY8TPpqS+JbdRL5/uvR2KLq0sfkhSHy7SMWYvx4hsiNd3Rk7AAqLdeA23MyP7uljf6W9zl0bnL3L5XOHJ2f+xAx4+Gunie/y54EVSlet/weMzo5PGptZMmWFU1Qr94TDjJKgqC//II6NhRaW2Dn6qM0hGZy9+0FXdZ7++y2Tj1MajMmwFzxdq01xsm7m/E9FWdHpysu9yvB3PV+hSazLqDMGCQ4q4BgDJriqO4CwBCv/wLAh+6A8rUCX3YK4lEIpFIJBKJRCKRSCQSiUQCAPqyV2Bt2h69MBtFA/1NomPS/aKfN7eGhV0AYG3dA37vrSB97Uzm4BZmrn8fgQduz0iT2gduFFkcggEYK9eF3wuz3QcR/NdHewVnbgHIljbAw8fAdgIC48U3evvywO1QL1vgq/9E06JDRJnImpQqNlky2OkqKBPGeNpcu31p+N+dew4Cre29K/Pz7DfychyyMC0jAJDCfNCxI2H5FXdlS+BuwDl32bnX0ORdXJLYR2XxXCjzZ4ltGQMIAckJJte+JA46ZgS0j94Da8c+gHOwPTHxv8YW/5XKtIzZS1wK5Gy8MdoTl5YulnQ+69oJzvcdBr1ysfjhIu7ipyphvbezd51pAUmIu+igMrDmVvdCqV5DHo6Zdt+tUK9YlFo7acJYsaY3RbhlQX/uNeR87VN93g92ssI2LXHXv/5caJM4R85PvpOc06/dOGcc8PCdRHJk2Tzs1J0EY51OHm+fDtpLk/Lv5KSR4q4BgDJzCgy3Ag1NYEdOSHGXRCKRSCQSiUQikUgkEolE0g9YO21SUsgAajyJxAk94q72jvh1XaG+TzvpFNPM4LlVJo0L/1s/fKK3yfA74IligUtQhHd2Rbt8OZHgfBjLloOOHQnqxyGO9q2DXVLYiX2S7Kd6+ULwjk4R+NQNWNv3OpT0EMx3cedyTS3YD5DyEvD6JvdC2XLu3Zy7sqWPkdg5ZVCaXCo/gqTEF4RSIND3qXAvFIimQZk8TrjQ2AkR7O6BiZDOXdlLX6QTzBCJXeQy69zFdcN5faS4K/Z5JslU3sEvP4LOR3/gXijla8jD9imMkc6v/Ei4kaoKlJlTEHj47qTrAgC293DUb36qMqX6ksX2bwMA6IpICR3Sk/tbwe54O5xn7eG7YDz5Umr1D5Rp2LTATlaIeYBzkJIi0LKS8GpSkJ983fJelDRS3DUAIMWFoBNGu1ruWgePQbvtuj7slUQikUgkEolEIpFIJBKJRCIBYB+MT5DK4oIkobhLBBJJcWH8uiQDdSnhJIrIUECCVZxF6Cd/cF5f2whlak8fXNIydnZ5bDDxfvhOMRgbwMrCL/O5ndgnSVck7ZZrAADmxq3gIR1wEnd5iNPySAewWNwEShnGOn4a1tvvRS1LKOwCsiZw5yqMy5I+RmEj4iIKBfOZmlOZPxOBj92brl71O6ymHujsAhkzIrGb0ACAh3SRRi5tFXoby0mlfMwgrK4B5qp3AE2FdvPVqYkF+hHOGNDaBuTmggS0+AIEvYKOBOPX2nsI+rLlAOcI3HcrlLkz0t5fzyQaL5lOyxhJ7PNESxusXfvF8YkTd2Vwjkh1nxUFgc88KFz7TlaI8R9LKnOcZYn/QjHiuP4iXafCw/Ok8eIbCDx4p/+6fYi74CXtuZf6swmnfW3rECk5u1FvuQb0pqsitpN/6/YHUtw1QFAumukq7uJnzoKHdJBgoA97JZFIJBKJRCKRSCQSiUQikUhiAw7qDVdCmT0tc82droR15CSIogCUgpQVQ5k1NfGG/Y0X5xnOHdKj9EMAwSnYkaHgeKIgHI9MFeQW5PIq7vISlPG5r8q8GcLpixIxNseM8LV9X8CbbFKepShCM15dC7Ql4bYTAW92ScXWn85dbS6iMzeyRUTiduyyUHxoN9eZb22GuWaTr2p4p09hZhZjvrsdRrfYhc6djuAn7u/vLqVOusfeAHTu4pxD//XfwRuaxO/qOgS/+NH+7VQScF2H/sd/gh0+AVJWjMBnHgIdPiS8PviZB0W5bvcb17oYg/70CpFeGYC+bAVyZk0Vz3v9gUfH1bSQhJCMd993lSkTQFRViOwYA/WYZjkpUtxnQimUmVPEj/w8wE7clSaI2k/jJhN4OO7W5h1ApsVdaRrznPOMCpWtHfvAKs9BmTsDdPRw9744rohZEzsfpHIssuheNNCQ4q4BgjJvBoxV74COHgG2/0jcejJmhLBZlEgkEolEIpFIJBKJRCKRSCR9S8wLamX2VNCxIzPWnHX0FMyXV4d/02kTB4a4y0VMRIYOAp00VvywceninKft43+vxKX5Ca/IUEAioTtTb7uOfYMPUYcXcYFPAYJ6+UJf5fsD6+CxuGV0nL/rlXd2wXp/J0AolEsuSuwslyCAx3UD6HAR5fWTOwLnHDxZEUq2xO3cxAnZGFy06S87V+u6CSktBm9sjt7mzNm0dqs/Mf75SvjfbNcBsNNVoFkoHPVFmgXLbveE6ILZM+bZiTNhYRcAsMMnwE0TRB1YoWtrx36w7jTKvKEZ5up3EPjIPXHlCCGJ7wX1TUCkkLu9A7yqBiSBOCNjJJr/0ylSTMElTJk7Hcrc6enrixvp3GeH69YxBaFf0nAtKQtnw9q6p7fKay/zWUNyT++x4icycqjQQbgJtnODSbVF7J7h7O7FVdUw/v5CEg3YHIPOLiAv139dHjDf2wHjHy+Lf6/ZiOD/90XQwWX+Kwrp0b/jxF4pXAvZKK4fIAysO+QFDCkuQs6PvgYQAv1/Hwc7Ee3ixU9XiS9oiov6qYcSiUQikUgkEolEIpFIJBLJBUpsAIBkOIVgjAMWO3gMnV/5IYLf/GyUW0TW4eLcpT1wO5SJQtzF/XxBn0mcAg+ZchEzEoi7Io9BOpy7vOxHFgkB0kXc6NJUkGBvQJA1NIEdPQWSlwPk5oAU5oMOGRRezzmH/tgysCMnAQDWgaMglKakZXJ17QL6LQjG9h6G8fgzrmXopLFQr7oE+p+fjl6RLWNnoIm77ObJBAH6wBc+Av0P/wCvbehdqJ2/4T/rwNGBL+5K99jzWl82BdTt3A6zqX8eMV5eFfXb2roH+Mg94IYJXtcAUlIEdvQkjDfWCxG3aYEMH2LvQJdtac6yKS2j3fru8cJNUzxD9bijUQqSm5NUN9Qbl8B8Y33y/fQAtyzRXwdRNztdlXTdgU/eD97WAd7eAaJp4IzZi5eSpa/SpDMWlQKRBAKJ0xsmmYbSePGN+IV2TnHJiu5suh363ZPI+dqnkqsvAT3CLgCAxWCuXIvARz/ovEGSzo+eRcWptCmJ4/x9ujsP6Zl81btugP4/f45eyTnMTduh3Xx133dMIpFIJBKJRCKRSCQSiUQiuZCJDUZmMM2GaM/mZbrFsv5FuWsQIPKY0QszLSMdNwrK1ZfAemuz7XpSXNj7w825q8s+WMg7uxD6xWNiW8bBQx4cvnzuq7nuXRH8IiIto3LRTNBhg33V0ecYJnhza/j4shNnYDz5Yng1GTYYOf/fF8K/zZdXhYVdAMD2HQadMw1k6CAR9KQUbN9hX10w39/lXqC/rm2WOB2kMn8WlLnTQaeMD7vXAMie+cht7uiPeSUBdvNkwtRaCgU0LXqbFMRdPBSCtecQrI1bhQMbpSCjhiHwgZuSrjOtZOF584N1/DTYyYr0VjoA0zLakm3iJi/YCNJ4RydCv/4beMU5oKgA6qI5wqSjh0DAvi6789PXtqWRZFVaRueF5tvvRTvaTp+E4OceTtxkVwggiBJ400njABdxF0/DPlvr37cXFHXDdh2A/vcXoH34bt+p+/THooXWysXzgCSFbqIzMWNA8SnuSnb8xgqJWloTfwRhsaTc/1iM86Vd+47LPBF/EPipSrDahuQctXxiRTyzpkTsXJdKyvBsvxdlMVLcNQBRxo+Geus1MF9dF7Xc3LBFirskEolEIpFIJBKJRCKRSCSSvib2BbWdOCmNkPIS0GkTwWLTy2X7i3LP4i679Cj9sG9OQeYMHWeSnyfEE90Cis7v/ASIcAmIEkm5HUuXtIy8us5fp/yKuzZuBa+pD/+mI4YA2SbusnHWC/3qrwh+94siiBrjfBbr/mFu2xu3feBjH4wKJnY++oOYNp3nBN7RCWv1O65dTskdIQW4l8Bdz77F7mO2zEduQsh+SPeaELv+JghUE0VJqwDE3LA1SigBAETXHUr3A1byAWWu6zCWrYB14AjopHEIPHhn0g4/yWIuXwN27FR6Kx2Q4i6bvrg4fGYtNs8K1va9QtgFAC1tMNdsiingIFKxe9bJ9AcDbvSlc1ei5zwXsU2cM5WHe6a5/j0YL7wBEALtvluhXDwP5utvJxYvpWOfPZxTa+tuaA/f5f78EPG85YiupyTu4rHXZJ85d8X+beXeLhk5DIGP35u+/qVT3OV0Cts7gD4QdyUkybS+7EzyDnPZdS8aWEhx1wBFvf5KWDv2gVfV9C5sawdraAYtK+6/jkkkEolEIpFIJBKJRCKRSCQXELwnBUwkGQ58qAvnQF04B51f+VF0kDuL3Ex4Zxd4W7sI1DImXGVc+hcZ97C27I4v0B/75piWsY8CErEiwch2XYIi3CEto9NyV/wGX/o6RWkSkPzcuGW8ph78VCXIuFHgsWmS8qKDouplC2C+9lbUMnPNRpBBZVAXzPbdH2vbXtsxFfjKJ0AoAQgFKSnyXa8X2MkKmFt2gQ4bDOXyhfEBcg8iGmv/EZCCfLBDx6OWp8PdJB3EBaajVmZHH6OwFXc5O3cFv/EZ2/HBa+phbtsDOm4UaHlp6n3IpnR5KdwPrB37YW0V9xi26wCsCWOgXnNpunrmCU+uib4rHYDiLts0e9nzHOMZm2vDiBFHxhdwEHeZNsv74ZhwxsArzoG3dyYomMY2bcaDtfsAtOsu7yng3H7s81KCcc51HcZzr4V/G8++CjpvphB3Je5o4jKum3Nww2P6QIs5/k3BW9o8iSF5lw6Simwgdvz5/hsnSXFirGjSpl0yYiiUBbMAxkFHDAEdXJ5cW3bY3fOSvQ86CfT6WV3ODRPmqvVgpyo9bpBGp+psuhcNMKS4a4BCKIX2sQ9C//Hvei8ADoT+5zHkfOuzIAX5/dtBiUQikUgkEolEIpFIJBKJ5ELA7uW0YYLrOohT2p00EXz0Y93p77oFIEPTGNRIEWvzjqiUM3TqBPegSESAwNbRpD+CAA5t9ploJTZoEhlgcwv22gWHAaC13X8ffIu7+tbFLhmsyNSBEfDu40NKikDHjwZvahHpGmMcL9RLLoK1dTd4bUN4mfnqOpFWc94MdH3/5/46ZHe+igqgjB/trx6fsIYmhP73cYAxWAC4bvQG0btRZk0Fu/lqWDFitqh69hyCvudQ/IpsCdy59SNb+hiJXbBecUnL2C384pXVcauMvz0P7cMf8C/ushVR9JN7nE1fuO5RGGGD8Y+Xon+/+Eafi7vQlVjcZZ2tgTJ8iPc6vYoOsnHMR+Jwb2P1jeDVdaDjRoHkxQt0+xWbPqtXLoL55sboZTddBWgaSHEBSLG9YNfWLTGV1GdJwDmH/tgysL2HE4s3MpyWkZ+o6E1d5+akFCskTyCIYz2uaj2YFtDc4q2fqQpd29phLl/jsS3n/TBWOaSOVJRoYXaqYtIUxV2kvATK5QtFml9f7SZ+niRDyqFdf6W/em3Qrr8C+p+WRS9M0bmLXjQz4pfTddS/z8jmqvUwXVKQxhLrIus3ZWh0ZVl+L8pipLhrINPQLOwhI2/sza3o+tkfkfPVT4EUFfRf3yQSiUQikUgkEolEIpFIJJILAZvAS+hnfwQZOxI5X/tURpumGRZ/pILx0qqo3+zQcQT//SuAYSL0/34Vv0FkfMAumNUfQQCnoFof9YVQGm2KEdmuW3DRyckhmSCMzyBmrDsYO1kBZdZU/+1mEic3qu7Aobp4LtTFcwF0B7JiHFZIaTGC3/k8jKdXwHpvZ++K/DyRHq/DxunE5djTcaNsFmbe8cxc/U7UGDdfXh0n7iJ5uaDlpUhKWpAtTk8DzbnLzgnSbTz0uHoV5ANtNgLOZPbRZhv16kv815MGuM31mpQLYRbBQ4lTXOo//QNy/v0rIIUe43wD0rnLZpnN9WodPQn9d0/2zsW5QahXXQL1pqvi3Qb7A5u5Tpk7A9wwQXKCYfFEjyuU9sDtUKZOsK/LRuzb12l5+ZmzQtgF9G1aRidBfW29SF3nIrYxVkSLpdjRBGlP7e7JCQSsyhULAUJAilOMvXs8ZOrSy10F8sxBqI5gIOo5hIeSF8MCvcL3HqzN26Fdf4Xn7emIodDuu9W/uMuLK3J7pxC5dd8naVkJlHkz/LUDgE4aF7fM2n8E0FQoc6f3fqzjY7yTYMQHPtmp7YLVc517Je6cSHFXfyDFXQMUa9cB6I8/bX8TaGiG8dxKBD5+X5/3SyKRSCQSiUQikUgkEolEIrmgcHo53U8vrblpgh0+AVJUADpqeL/0QXQkfv9JSREIISBlxeANzVHrQr95AnT0cAQ+/SGHlGD94BrT3+c2Li2jOAZc12G+ucF5O8dUejH91lTn1FDhTbwdd26aMNdtBsnNiRZeZGOKLR99IpSKQGnsclUFYhy9wukeNQ3wIN4IU5Bn027mI37sdFXcMnPTNvC2dqgXXwRSXCgWKkmKJ7IlcOd2vrOlj5HEilsU6ipgMZ5dKdIyOl33Seyjes1lUK9YJI4d44CqgOTHj9M+wc6lq62j7/uRTjw4d8G0YK5/H9qt13qrc0CKu2ycmjiP0zsYz70Wfa/qDMF8/W3QyeOgTB6f2T56weY+SceORGDsSACAdfAYeGTaMzehdRY4d3lO0Qb0ibirZ7mti1/PMi/XVAR07Ejk/Ne3uuc4BlgM3OVep1xyEQL33earDUc8HLPAJ++HMme6eyGne1uswNxrCkgHeG19zO8Gh5LOEELEs4SHNJJhYvbP2ronvsiRE2BHekVuZFBpUuIuO5GSsWw5AMBc9y6CX/+0uA/7Ge+Rjps+P67gjMF6+z1Yx05BmTkFyiUXge05CHb8DOjMKVAmj/NVnyN+HzVj9p+UliTfdrZ8ADAAkeKuAQqdPgnq1ZfC2ncYvKY+br21cz9YQxNoWUnfd04ikUgkEolEIpFIJBKJRCK5UHB6Od1HL63Z2RoYr6wWARPLAjtyUqwggHb/7VAvW9An/fCCtXUP1EVz7L++7wqJvlsMdPokWNv2Rq/vjyBAIAAU5senM+yD4DjvCoGMHAYyfAigKCCKAjpaiPWsXQfct3UK+AWDoNMniYAZ5wClYGdrgOZWl8q87au5ZiPMV9fFr8jG4I3mEBbxGXyjo0cAl80PX3t08jh0fucn/oRdgG3KPfWDt/irIwnUKxbBWPaKSGelUCAvtzeYuXErlNnTYG3bm0KGkCw59wNN3GWXAstFdMAOHnOvL4l9JAENCGi+t8sINgJU7lPIEYlyyUWwNu/o/d3HjmTcshKLarthJ874qNjjec7GOTkSG/EHr4pPOQoAxvI1UL76yUz3KDGJjqmfa9AuTa+jYDszhIW9Hkhrmmon566ee2qKafIiIVTc86JwSctobd6BUE0d6OTxQDAA9aqLQbQk58gEfaaTxoJ6cTz1Oi5SFHcps6fBen9X1DLOuf+UfIriT9wVe5y87G+yw1FRoN5wpXgOJCTssgcAvOKccKGdMManuCuxMJ47HA9r255wanu2+yB4Q1Nv+sR1mxD86qdAu8WjKeHnfADpvX/YHEtW1yD2O6RDvfXajKcnH6hIcdcAhQQ0aHffCO3uG2G8vwvmky/GlTFXv4PA/bf3Q+8kEolEIpFIJBKJRCKRSCSSC4R+Tt3HO7vA9h2xWSG+Ou8vcRcpLwGvb4paZjzxAsw3N4DXNTpvyDnUxfNgPPNqtGNLP4gwtBuXQLtxCYzVG2AufzPjfTHWboL1zhYREOI8zh1Bvet6EADGUy+7V+QwJunQQQh+7uGoZeb7O2Ft3wu2/6hDXR7FXXbCLiArxTPK5PEwz5yNX+EzUKkumgMsmgMAsPYcBG9pA9odHIVc6iZqfJhGsUvVmGbUS+dDvXQ+AIDrBrq+/h+9KxtbYK1/X6xz2qdEZMu5dwteuoxv6+hJ8PomKLOngsSKADIIKS+F9vDdvY4yhIA3NCVfYbach2TxKITyTIxAgNiIKzOKH/GnH/GI16C7RzfGfsOP2+NASc/pJ5WZnUtXH4u7fLWXYXEXGToIpDBf/MiwMNFJaNMDO34G7LgQXPKKcwh87IPJNVSYj+C/fRnQDYR+/Nu41YEvftRbulGPwhyupzaHqjdeFSfugmH6FwD7TaGazPlO0vWUqCq0264DAHDDiBJ3AeJ8Y8IYf+KxyP11egZ0uNaMf0Q/54eFXYD4++6lNxD88sd9dMYBv3NL7DWayv3E5no3nnwJ7PhpAIBe+RRy/t/X+/4ePQCQ4q7zAHXhbJhPL497yLXe3QF25w2gOcF+6plEIpFIJBKJRCKRSCQSiURyntMPqfusw8fBa+rBLQvWjn0ZaycVuENAnp+tSbBh93GLCYQ4ulH1BbHBokyd2/YO8Hpn4Rs7dhp0YUnigJ7HY2UdPQl29BRIcZFjGa+uHHTSOLCjJ8O/ybDBoFMngE4c42n7vsRpbPoh9Ou/AaYlxiVjQsjoJoIK6TDXvQvlqovDQVvOGNAVAo9NoQSAt7WLfnanxSO5QZCC/JT77YQvhyDPlWaJqCgJ5y5z41YYT68Q/y4rQfC7X0jepcUnpDAf6uK5UcuM196K+k1nTUXgUw9A/92TGXHuyirsXGdSuR/YpL3sS3y5jjm5DNpW7PGYZMt1CYf7i59zmy3ucgkIfuUT4rjz7jSnLueV2zh3mZt3QJk9LZNdjIJOHIPAZx8SqUE3bHGfY9I5v9iMTWXxvN7Um3ZOP8dPgy+eZ981wwTxcw35cDGytu8FkhR3EUUBKS+FuWVX/LpRw70Ju+DjuThF5y4SsDmGpj9xl3XkhO/UmXFzgQcBPq9tgPnu9rBwPRl4S1v8wp702T7GuydRktOYS3Bu2bHT4X9zXQdv6wApLvQthFJvuQZo74C5dlPcBzm2xOw/T+F+Ym3fi869hxD81udAB5eBcx4WdgEA2jvB9h+FMtuDi90FhhR3nQcQSkEvmgkWq5xlDMY/X0HwkXv7p2MSiUQikUgkEolEIpFIJBLJ+Q4hoBPGRL+QBjLqjmG9vyv+K/oU4YzB2rgVvKkFymULQMtLU6vQb2q6cEe6AwWxwa1+FCiol1wkAquEAJRkTuSRKFDXcwgUxf1re69uDtV1UenJ7At5PO4xwT9l4RyoSxYDlgXe2gYENJBgdnyEzLsc3F58OHexY6eij3MitwjOYbz4BsiIIVCmThTLWtvR9f2f2xY3Xl0HFpF+U732Mmh33eC5f37h1XUZqDRLRCRJiLt6hF0AwBuaRErZFILFKRMrQCIQKbG8uJRky3lIEjuxSyopP+MEEX7dZFLFh8DBztXPEY/nuV+F0rHY3cd89I8EAmnsTObwdR5tnLvYnkPgpumvnhQgRYVQZojUjNYBG2fYSDKcpi3qWrcTd+05hK7jv7Gtztqyy597LfPnYpRUasLI7W3SjZKCPBgr14HXN0K9YhGoW1o6r2K0FMVdsBt3hgHAu6Ol8fJq381yzpHU0U1xf7lNqnLSI2TzcT8112yEduf1YnuncZLifMyqa6H/7knwhmbQcaMQ+NzDILk58QVDOlh9I0hpcZR4UJ0/CwBgbd3jTdwV21+746Eq9g6EdugGrG17QG+6yt65r7zEWz0XGFLcdZ4QuH0purbsinumZbv2g7e2gRQW9E/HJBKJRCKRSCQSiUQikUgkkvMYkpuD4L98HNaOfdD/8mzviky6Y2QgOGu+8ibMtZvEvzduQ84Pv9obzPABq20AO3g0TtxFF8wG27YncQVhcVdMICRDx9PacxCsqgbKvBmgQwfZliH5eSD5eRlpP5JEKYHCL381NS3irkTHVFk4G6S02FtdJFogYb2/E+aKNeHf6h1LoS29wltdGYY4me11dcE6cBTsyAmQ0hKQoeWgQweDFBfGF6Y0+jh7HJ/G0yug/OuXxSY19c4FY6vLsEDHXkCTHOqNS0DHjwYZVJa2OlPBVczi8byxQ8eA/hR3xQqQesaeF2HSABd32Tt3pVBf7NzZxymfuB/hc55NkN4Jr/dIH+5EGcfu2vTTv2D/OHexkxUwt+4GHT4EioN4SH96uXDXURRAVaAumgNr1wHAMMFNC7BMBL/0sXhHRoe5mNfUg4wYmu5dSUzC+SPD4i4v85eDa6bv1OR+rw3Gkp4/eHsHeGNzfJU19WGnNGv7XuT86GvOrp0exWhcT1HcZfNBAzdMz8Ira/8R8NNV/ttN8t7FvQqLIgj98nGRcpMQ+3mpZ1my91MHcRfX9bBIkHWnX6ZlJZ6rNVdvAG8Q44idrIC1fS/UyxfGFwzpCP37L0EnjUXgsw/H/X3nWfQbu/9222mad3EXIlJ/211/fpz3LiDkUTlPIMWFoLOnge0+GL0iGAT6MB+8RCKRSCQSiUQikUgkEolEckES++I+kwF1H+Iur84CPcIuAEBHJ6z3dkC9crG/btU3IvTTP9g6k3gSdgGOaRn9OKGZm3fAeGkVSE4A2kN3Q5k8zrncUy+Lf69+Bznf+xJIiXOKwkyjXjpfpB9iDKy+EeZLq6IL9AQRNdXd/cVlfIR+83fwtg6AM/DWdsdyZOxIBD5yj/fOxzgL8RjhEjtV6b2uTONwbVqbd4Ltj3cpyf2/H8QXjhXVFBUAdql8Ypuu6027ab3n5poWm/omw4KMNNZPp0+CMiG96ThZdS3M19cDQQ3aLdeCFPn4mD0J5644aN8KgOLbjxlvLLPiLq4bYCdOQ//NE1HLtYfvjksZ6ateywI7VSniWV7dIe3SqKbijBkbQO5r5y4frjIkx7vbodcUupkQhyeNXTDfV1rGvnfuYvWNCP3vnwHGYQH24xMAr28CP1cb/m3Y3AO5bsQLZJxEESk4RKVEItFgOp91beoyX3sL2g1LAADqxfOEID82Dp5MU5YlHDgBCCtExInUE5KCuMs6eAzWdpu06t0CH1GIwXh1HQL33+ZQicdrJVVxl2qzjz7SW9umOfRCsnNVMqm3LSbGn9N47j7WnufZWBwuX3PlWzD+8qwYR939Vu9Y6rnaWBdn44XX7cVd3bCjp2DtPgB14RxRfuU6WFt3Rz2bxqJcPE848VIarzexmx/chF0E8XrQHsE1JVBvXyru75ZIeU6kvsUWKe46j1AvWwA99qbW2QV2/IzjCwyJRCKRSCQSiUQikUgkEolEkhhumkIIZDFwywIshsADt/e6+iQh7mJnqsBOV4FOmQA62LvLjbXLR2DLNG2/uk/Yt7O1iQvFYL2301fKKTs4607DEidm8JhyqisE49lXhTtGRyeM51+D8u3P2ZbtEXYBAHQDxpsbEPjgLcl13Cecc7DdB8HbO6AsmAUSDIIOHwIMHwIAIJXnEBueUmZPE+tU1dUrw00IxM7WeBIh+Q4GJhJIJJumMwNwp6PnI5Co3X2jKE8poFDQ0SMQ+q/f+etHp0N6SCA+OJZp96V0Cj7SLB7hjEH/zRPgTS3id20Dgl/6WHr64/W4xqZF7GPooFLQGZOEyEyhoCOHda/wIu7y356x/E1Yb78Xt5ydOAMkKe7iloXQ/z4OfqoSUBUEHrk3PKe5bmcXqE/ByZE3t0T9Npe/Ce36XldB68BRGM+/BhAC7d5boEyZkHRbtvhxlfFTdkCKu+L3z4+QNRl30VQxV66LGn/GC6/bF3Rz1wxXFj+20+mimArG6nfATlSAnapwLWeu3gDe1gHlopkppSgEAFJsJ67PjKiNHTsF/dd/j1qmffhun5WkcC15PFa8rsF5pee0jKmNKUJpfKo9P3X6PE6ktBhkUGl8Ku8Ex4xOmwjt5qtByjw6zkaQSLTFU3XuchjHXNfFfMJ6j6f5ypsJa1OcnES9fMzz2lthcZe164CrsAsASGE+6OgR9ivthNZuAma7w9f9HEMUJepeLHFGirvOI+i0iSBDyuO+irL2HJTiLolEIpFIJBKJRCKRSCQSiSQVCIG1Ndp9ineFesVdPtMIWoePQ//tE6JcMIDgNz8DOrg8YTd4c4u3oGEPRnLirmTiabFfkCcFY9D/+Uq8AMljcMjacygq6MSrqj27l/WkwgnXdegY+Lk6cW4JARk5DMr40Z76kQjz1bUwV70j/r3+PQS/+VkRQAt3Jn78WFt3Q710fuI0JQ7HitU3ehN2AYDuT4xFEolM+lkcE0WbfQonu+OmLr3ctqh62QKY698Hb2gEFAqzstp/P1yCo7yuATn//W0R9CIkI8fPWPVOVOrMdJFulzF29FRY2AUA7MhJcMYSj7ke3ALgHgO1pNCHU1iKsDNVMJ5/DVw3oN1xPZRpE6HMmQ5lzvT4fsXed+xIJhjttE0KOgu2+6AQdgGAacF4dqUncZetAKbWJaVpAuwcC7llgSgKuGVB/8dL4XnS+MdLoD/4SsqiFVbfCF7bADp2pK/Ub9zPvd6r4C2rxF2pOnelJu4y1myE+dZm0EGl0B66C9RDKll2/Iy3yr2cO7v9dxL09bHoi585C7b3UMJy7NBxsEPHwesawg5byUIK80HHjQI7GSEoi53j0uVgZnPsfafzSzLFKdcN8DPe0hTapoXuweO1kmpaRv0fL8WNS+7DgdDPPSj4nc+LDx1s63HfX2XJxTC37gavbRBOU5oG/Xfi7yxlwSxo990GkuuQ6jZRH7uvZ1Lkcj5iIKOHR/xwKNTY4rAiAY73aH/XBz9bk7iQ270lBaF1mCwRtA4kpLjrPIJQCvW6y2H885Wo5dbm7eB335jyA6hEIpFIJBKJRCKRSCQSiURywWInJIgMrPh07jKeXtH7Ujykw1z5FgIfTZwGz3NgsYckX5rHfTHvZZuyYvDIlDLJYDGwynPxy1NxJeE8qYCgtXWPcCPrRr3mUldxl3X4OIzla0QQyGIgZSUIfuZB27I9wi4A4FU1YAeOQpk5JaLPDvsBAKr7a31+rhasqhrGS6vAGYN2yzVQJowBr7A5rk511Dd5L2tZCY+vdss1nuvLNI4pIm3GjnLFIsd6zC27esUqANSbr4Z6xULoT78KtvtA4o6oKhAMCJFXbNuq6hyETBPMY3DZL9Yb66E6uB1xXYfx3Gtgh46DThkP7d5bQBxSq7HqOpjr3oW177BNI8x7Oj2XucOqqgYdNypuOZ06AezQ8fBvUpjvra0U4Zwj9NM/hn/rv30CZMwI5Hz908JJ51SlELUpCpSLZmQsLaNjwNav+CFy0xjxb6RgzxXDpk3DBG9p9RVo74EoSrx5iGECigJecTZKAMsbW4CmFqDUvxNMD9aRk9D/8A9AN0DKS6He5EMAc547d9kKQWOWuQrcUkipyarrYL68Wvy7uRXmynXeUhF7PH7qrddB/9Vfo5bRCaNBZ00Vc3tAixLusKpqsCMnhDueDbYOdinAQzqs7XtB8nJB50yLjx/7SX0LwFyxNmVxF29rjxZ2AYBhCgOTHiFouuLcdufRj5gSgPHqWmG2olCAKlAvmw9l1tSE2/HGJphrNsUt1+6/DcYzK6LdjUpc5h6v17wfIZYN1h4bt2Aff1vQCWOg3XsLjGdXRi0nI4aCn62O3l+b88IbmxH6y7PgsWOjh2AAdOQwsEPHYL2zBQCgx36ssW0vkJPjnOIyobhL9EuZPA7a3TfCePEN9/JA9DO9k7or2fnYaTsPcyKvbUDosWXQ7rnZU1Ougv103E+yyNl3oCDFXecZysI5MJa/Gf31UZcOVnEWipNtnkQikUgkEolEIpFIJBKJRCJxhRAiHAQig96RgaA4cZf7C29eG51qxdq2B/Ag7oJPwQc3zHBIoSedpF0qIzJyGHiEqIoMH+yrHUCkUkkZy7IPFqTydbhlxQU8jJdWJd4uJtjDKs4KYVBAs3cW6AxFiX38BL9YxbkYcZfN/vYcl0TOXboRlSJQP3wC6v23gebleu4PAM/uSOar68T4tYEMHQT12stAPDii9BkOQTzlikUIfOZBQDfBG5pAyktAClxEPTGBYFJe0u3w5DxWlQWzwv8OfvpDAABj7SaYMeOR5CQWV3LGYL2zBay2Huql83tT9XnEs/OVT9xECNbWPbA27xD/fm8n6LhRUC9faF9PbT2sTdvsK2IWIsNbPc5L9o06z8XmcyuhTJsIWlYSvSKmLuPFN2C+ux2BR+51dhVJBzZpbflpIcJjJyvA9vQ66ZBhgzMn7rLZRrl4HuiEMf6rCoXADp8Er/IuLo3CYR41398Fban/FE504pg4F07oBpATBG/vtNkgNTGJ8fxr4TS3vL4R1r4j3jYcORSk1C5NnQMDUNxlK6aJvV7dRE0pPBeYq9ZHN7t1D+BB3OXVTY2Ul0C9+WogFIK59l0AQpzPjp9B4FMPRLnWscpzCP38T+5iPtMCD4n5IRnxfSScc4R++RchZgSgXnc5tDuvD6831m6Ctf79lNpIBrNbmBO3/O33etNSZ1Tc5e/a4BXnosR4fJrHFK4245YMKoV6+UIYz7yKqGcIKw2ivhTFXbbXoO5D3DV8COjwIbAOnwDb1St8J6OGgZ+rjf57yebYGK+/7SzsAqAuvQIkNwfGcysdywCAtXErkKy4K2K8KJdcJBzCzpx130aNeI5It/eO0zzu8fpguw9C9ypmdBV3pe7cxbvixV2cc9EuIRl7Vh3ISHHXeQbRVChLr4AV88eg/tsnEPzO52Gtf198HXDpfHDOwRubwRubQYoLPVmOSiQSiUQikUgkEolEIpFIJBcq6tIrxIvzbucUUlQAduYszA1bwI6diirLk3jhzc7WCMceVQHyc+0dbfwGZrsD4+x0FfTHloE3tUC5bAG0+2+LDpLFpn1LIgCcFncb00HclUAs50rMuWD1jTDXxrsmxAVFYvrBjpxE6Od/Ahk3Cjlf/WT89rHH0IcLhDJ9YtRvbpc+sXs/iKq6yIfsMZ97DdqH7oheWJAPtMWnKAtjI4qzg7ukcKSjhotUktmEQxCPECKC5sGgt7EcGwg2LRGQIs7HzDbtk91495BuzHxjPczX3hJd2bQNOf/+VX/XYIqiFUcMU4gQqAISI0Q0li2P/v30CmdxV4eN0KaH7mPPW9oQ+uNT4BXnoMybAe2hu+LadJ3LTAvs8AnQSy6KXq7GC8X4uVoYr72F4Mfvc64vRexSBoaJHW8K9XZ9JiHu0m6/Dur1V4hrhXGQnEBSqSm5YSL0iz97S/3kUoctSbqIafffFp9i2RQiaG4nrrNY0nF5bprgVdEpW9nBYwh++3NivrAs8JMV8S4wuTnI+cZn/AW1PZ5nbueE1l/Ypcbr7AIP6WJ8K4q7MCXJ5wLOOawtu5Pa1uuzUegH/wvk50FdPBekvCTGDTN6RJnr3k04ns23NoMdOAKAQLv3FqiXLfDV7UjYkZNhYRcAmGs2Rom7PKdvjoF3hTwJk50wncS8keMkTbctOm0icn74VeFKZDGAdH90UZgPuM3DEbCamPSwqYhQeq5fQqKvZYfnSCchnG3VPoRY9hXYzC1JuAKTkmixKqG0+6OZyLbiry+njwfCXXl1rec+WHsPgZSVgI4YGr3CY1pGACC5OQh+5RPQn3wJbPte520iXXa9ihLz84B2h9ThkaQo7gIA7lVo7DbnuczBdOp4sEMnEtcfMZa6fvwb8HN14fMR+MT9UObGp6S+0JHirvMQ7epLYL25Idq9q70ToZ8/BjQ2iz8MiZj8I5WlypLF0O68HkRLLU+1RCKRSCQSiUQikUgkEolEcj6i3XZd3DLr6ClY726PL5xEQD3049/2tvXBW6AuWRxfKDcHdPI4ETQ+4fwle5juwLjxxtvhNFjWpm1QL50PMnZkuBihNFow5NPBAEhO0BYHs+zb9lg3iU0lVFQAEhQiOevgMcCyYO62STFjh9M5dFoe4/bD3Y5hrAtczLb631+wabe7PhvhSUIsCzAM0IljAMZFQFM3wF3EXfpfnoV6+cKY1DI2uKVUScY1KMOQEUNFYDsmmO6aesYGZeYU8BFDAcuCtXM/jGXL48RLsbBdB+Id0WLGCZk6AYGH707Yfo+wS/ywYK7dCO3OG7z3f9FckaoozfDKc+j6xo+hXH0JAh+4KfmK3K6f7nNlPP9a2NnK2r4XytzpUC6aGd2fROfVRtDjJKphO/e715UivDVeVBGep2Od4hQF3ItAL4lrkOTlgvh0+rODHTuVkrALgKO4wTp4FLylDeo1l4IO9mFcQG3mz542Orts1iVw4eQc1qZtYCcrxPjrTsvGquug//Gp+A26QiDDh4TF1ZadeK2zC10/+F/kfPcLnl2aPB9nm/HuBdbQBBgm6NBBSW1vi825Nf76HHrkXOoNV0JxEzFFnBtr7yGwszVQ5s1MOB64U2peL/h5NmrvAKtvjL8GY65bKyZlqR1sb69rn/H0CvC2duFYlISgiJ2Kf3bknIfHJEsyvTZvaU1J3KVcNBPWW5vjV3SPE1ZdB2vHvqTrj4RoGlCiRWvFBpUh9z++gc5Hf+CtklgRjpN7ZCw2c3JY+B07pZv248149lVvbQGpO3fZCA95EnXGuWuynvTKEfXb3a/0FPsfWdUf/wlQgsBHPxh+VrD2HLR3bYwk9jlNVUFy7FNKR5bp/eFNdEXycsA9iLsc/77IgGifd3SB1dYDnINoWrRLs8vfZmTEMFAOgFKwmDSZUUTuC+PRYyCbnCazCCnuOg8hlEL76D0wfvNE9IrGZvF/3YDx1Ctx21nr3wc7XYXgFz4SfuEhkUgkEolEIpFIJBKJRCKRSLpdZExTBG9UFVAVEahw+no9VVGLg4BHGT8aypc+Bm5Z6PrKjxLX0x04jkznBQDG6ncQ/OQDERXHuk4l8UI9DS/huaNzl/vxZA1N4GdrwGOC85HBJOOF10UKGK84BS2c+sIY6LhR4uNaTQMdZp/akne74URBKfTnVoIdOSmCXTaCKd7ZHZRPRtwFxKXAM1aug+kiCGB7D8PsDIGOGwWSn+dcsVvgLQsDMzlf/ST0vzwbHSTOywUdPdxXPdodS8P/7vrZH8Mio0Swg8egzJgcsSAmaJgTjBcpeqn3XJ2v8sqMycj9vx8AAPRnX4XlwwnEC9b7u8DvvjH5NFpuY8di4B2dcYF+dqYqTtyVaAzaOs8leY2ljI3YklAK6/BxsOOno1fQxM5dOT/+JtAPH/Nbuw7AXLcJ7PiZxIUT4eDcxY+fgXX8DKzdB5Dz719xTssZS+y9Duh1grMTPjF3RyVr8w4YT68Q/35vJ4Jf+xTo2JEw12yMS7/cg/nq2rBYnDe32Ffc1ILQz/6E4Dc+Y5tKOaqLfu5rPkUZrKEJ+mNPh52eUhZtRlXufm2aq96BsmhOwu3Nd7fD+KeIeZpvrEfOv37ZdQ413tzgv6/dkJKiuOcM1/KqGu+eFzEnJiWk4hzmirWgQwcn52pj5xJmWuGUz3FzjdduNbcBQ5IX/6mL5oCdqgSPSHWI4gKQ7pTDbP8Rt6zHcRA/os8UUG+7FgBAx4ywXW+uf0+4fPWkRh830qZQj7gr+n7pNQ2oK6nWQWn8tRoxL3PLEs+swYDrPNyTVrQHdqoifn9b2sU9WdN6nx2CAfePCPzCOPR/vITc7mcF47nXgCaHebinX0mk8XR1H3XCq1jTRggulrfDiBT+pwG2fS9CPQ5llCD4jc+E04Crt14DdqYKvK4xXD74n98Eyc+NevYzXnsLvLoOlp3TWff45M2t4NXRz7Fuab4vZKS46zxFnToRbMli33mR+ckKGCvWIHDPzRnqmUQikUgkEolEIpFIJBKJRDLwMF5aBWvzjvDvcIDT5sWz9uCdntKqRUEQFbQy33gbyoLZzh9hUhqfvsUG7jUgEhtQSEaUkw4hj8Vs63Fz32GnKhD69d9F8Cc3J3plZCDfZ3DIsU0H0RerqgY7GeGI4aRpsatXoeDdAjUn2Jlu8VAywjsA4Bw8pMPatA2cMZivv51wE3bsFPS/PY/g5z/sWEa752bwjk6wQ8fDy8jgMtBJ4xyDnf0NixFUkNJiUB9Baf2ZFSKYxZhwQvMo7AKE21SPuIszBh4jjiOKAlZbL4QhPWnxigvjjiUZUg4ekRZKvXie5z7EkcK1q334brATFbA2xIjDusVX6vxZae8TZwyoixfO2AYCE+2bndDBq1AozfCWeHEXpxT6X5+Pv9f0pK1zwVWUmSF4Syv0x59Jm2sfnTLOvUBLmxBMJnIY7IbY3TtTcO7qERWFf7+8CsFHH4l6XojF3LgtLO6iE8c6luPVdWAHj0KZ4y7gMZa/6bo+Ch/OLsaLb4iUgRFYb20Gv+bSaPeWZPFyL3NLKdd9L446B7oh0gzefaPzdkmklOtBu/Va6I8t81ze2r4XyhWLoN1ytRhznIefU1htPUI/+UPSfdH/9hxyf/H9hOW4YYIdOQHkBIUA3U7so+thcVfSaRmdBCdetzfMaGEXACgqeFU1rEPHfaeYVWJS/vZsn7Tg2AFSViJETTHjmTU0gdc3wtqxD+xYr2BOLbCZl9s7YLz+NuIeHNMi7krx2dzueJkWOr/706gUloHPPhQtXI8svu5dWBuj027y+qY48bH+p392V6YJoezwISBlJak7QMYS+dxlJ/iNxe48JDg3vCvib440jzk3Mb+ZZnFXdMMcoZ/8AdqH74a6cA7okEEIfv3TMJa/CV7XCGXxXJC8nLhrTLv5agBA56FjQIxLWo+AkXfZ3H+z8AORbECKu85jtLtvBGtsBo/5Ki8R1tvvwZo7HcqkcZnpmEQikUgkEolEIpFIJBKJRDLQiBEAkB5nl5iAO50yHuolFyWsTrl8QXSgQ1Gi2uCNLeEv4e0ghIhAXIJ0Jfpvn0DOL76H4H98HaFfPAbUN4l+Tp0Q0yGbdCl+SeElPBkxBHTYYJCCvLh6tPtuDae6ssNYvqZXuBUbnI/YL9vAQVQnYoIvftMyxgbQnL7AtwsIKUri49ezPtbpqbxEBMk8oP/hKbCjJz2VDTd78Fh8KsHI9osKQEcOjRJ30QljoN1/m3BYCoUAQkAC2ZMtgp+MTsvFK8/52p4dPwNeVR3+TcaM8Czw4j0ZNgDojz8DFpsmlFJY7++C+cb68CJl/kwEPnZvVLHgd78oxoLFxJjSUgj3pBD8JQX5CNx3K3TOYW3cGrXOeOpl0EFlyYn87ERXPW1SCmaz3lYM6+L8QMpLod1yTdQy69AxWO/tdNyGm2Z0uqU0YpcmlTgsB6UgxYUgQwfFuV30F6zyHEJ/eMqzsMttXumBOKpkI+pxcMhyRKHR46snuGyXmsunuIIdPZW4UHsHuK6DBAKgZSUg40aBn4xPlQcA5uadCcVdsc6crnjUx1j7j8QJu8Lrjp6Eumiu9zaduuLh2No66/XgcM+09h9JIO5KQTDjRQgSA29oAinIj+9G5LNLMnjcD/3Py8D2HwUA0DnTQMpKbAoZQHwX/eHDZYdzDrS0Ark5vc8GdqK7hqZu97hlUK+/0ld3zLWboF48DyQ/D+a2PUIEyDnUe26Bdtl8X3W5YXSn0VYuX4hA973OOnRcpGU1zLiPPbjDeeN1DfHHIIGjlBf8uH/xUEgIyiM/lIidz4sLoV51MYxX10Yt1n//j7AbaCzGi2/EL3R7JtQNsNOVoMOHpEfg5oYXMXf3M5J4PtgFUJLQmdJauxG463pfXeHNrd4KUuJb7Jg2OIfxj5egLhSuiiQvF8r0SdD/9jzYoeOw9hxC4KP3RLm4sTNVwrXLbuz3nF+b59CknAkvAKS46zyGKAqCH78PxpMvwtpmY3XngvHMq6Df+qx3K1uJRCKRSCQSiUQikUgkEonkfCY2uND93ozHpjjyILAwXl0b9wW7bcA1UUDDoyDD2rlfBJgiBEDm869Bu3KxaDoUAjt4LLo77R2e6k6mP3YEPnE/6OBy0XZMPWRQmbODGQB2+IRzxZGB2E6blFtRDcVW7D8tY1R1juKu+ONEKE14/NiRk7COnoxrh44dCcuDuIs3NPkWdvVgPPsqSDAoxnduDtTLFoDkBCM6Eb2v7EwVuv7lh+HfyvxZCHzsg0m17QY7WwPe1gE6cUxCkUgieHuHOOdKd7o7TXV+Px7jfqMungfDq3tXdz/Z2ZoogVi4H7ou0k9FLrMbi7oBBLTuPqaYei8Vd4TuY6HdcnWcuAu6AVZbn5S4y86FS731GtDxo4WTmaYCRQXRLjMxgUPOuatQq2d+4O0dsLbvBSkpBk/k6tMVAgoyFFqzE3o4OC1xSqEtvQLa0itgbtoGY9nyzPTJB1w3/IkRTNM9wA8XB0VCxLHhHHT6RB+9RLyYumfutUtZmCHnEN7SBjJIpI2jY0fCchB3keLCxJVpqi9hjRf0vz3vvNJHWkI7eEcnzLffAztVmbiwi/jJaWzwugaEfv03aPffFn6uiCIFcRcZPkQIlykFFApz3eaE4mC2/whYdR3MNzcIcS8TDqVpSVuaAN7cCl7bAFJaJBy8dh+0nVO4YXiQUSbAoyMatywhND94DCguRPDTD4KMGCLmVidCOnhjk7/+tLQBqgpuWSL1XvfHEOayVwBmQbtike1mZNTwcBpSX0Q8sxvPv9Z7TcZ+hOH0bG/j7sROVoBznprbWKyjWE29EFuFQlBvuSZs9GJu2Q1j2SuAaUG9Yym06y4XG/Do7QOf/pD4h8354l2h6GdDAMbaTfb96ugE7FzMujHXvQv14osSPhuTiWPAI5zR/EKGDhJOrG5/c3XPNby6HtbW3Z7rDv32CWi3XQtiNw/Z4XYNREJI/7paxZwTY9U74fHO9h0GrzgLMnaU+F3fKD4ucjqPPfNx7P5QEi0ylISR4q7znZY28EQvLWzg52rB9h2BMmdaBjolkUgkEolEIpFIJBKJRCKRDCzivnx3cO6CpomyXSEgJxgnDuEdnTBXb7BpIF68wRlzDLbpjz/j+Wt2a8NWIC/mBXmkWCQUH9COTRXniRQCDfozr4JoGrTbro2rx9y4Fco0n8H7Hmjv8VdvuBLmqne8b8sd9sejuMvR4cPmvLEzVVBvWAJ+yUVAZxeMZ16N3043oP/qryBDY9IHat6EPbzJoyNALAqNEyMqMyeD5AzuXRAjrOJV0Sl0/DhHeMXcuBXGMysADtBpExH43MMpBUD1x5ZFpU7S7r0V6pX2wd84V7aAJoKUbR5EkZxDf+plWPuOADZprOKcvIC4saW/8Dqst98DCvIQ+MT9UCaMSdyuG0kKM8mYEeFALikssC9T5EGcYoeNUECZMgF0/GhRb14ulBmTo9LfxY4zFpviKxZKwU0ToZ/8IeyoRhNkNOFdIVsXnnRg61LkMKbNV1aDV1VDmTPN0Qkm6X70BLJrG2DtOSjmLNMCcnOgXXuZ7TasvjEuRWEijBVrRXpjNxyERIFPPeDq6OiE/sLr8YKhHucum/terNg4HZBBpWA19eL5IBhwdToj+bnpbdyr24uLgIunKO4K/ebv4Ge8iWe4m9iBMXv3GouBHT4B48VVCPYIUSLrdBAheRHR0LIS0Ih0f+xkBSwPzo/GsuVgxzy4uqUZUlyI4P/3BcCyYL79Psw1G4CO+PNHctIgovAoMDTf3Nj7QUFzK4yX3gCrOJdQNEhHDQeWLIa1/n3vfQpo4OdqgZgPFswX3xBC4Z4UrYyDd3XBXPtu0m5qkWnQ+bna+AKlxVDnzQDKS+0rsHuG1g3wszUgI4b21u3XsYlF3x+Mf74cftbRH1uGnB99HVAojBdeD59D8+XVUC9bAOQE4z4+MV95E7qTW6LdhxgOx5NMGW9/nLrhVTXiHs7c72+pCLsAIPjJB9D1w18KgVd4YSC63z3PFj6PPTt4DKGqagT/7csp9TEO3Ui7oDcVopxrLQZuWuCMwdq0DebGre7PmN3jnhTmQ71xSTjduWebyQsQKe463ykuFFbmfijIR+BDd4DO8pajXCKRSCQSiUQikUgkEolEIjnf0R64HUZ+Hnh1LcA52LHTsI6fjn+53tmF0M8f6/5qeaRwJCjsFQKwqmpPIihSUgTiItqxdh/w3HduWSBuwf80CW/UJYthbfH+RXsk/NBxcAD62Zp4l4FdB8DbO0Dyfb7nBMArzvZumzCVWnRQlzc02xfzmpZRUcCq62AsWw7e2gb1usuhXjrfNshhbt2D4MfvE9U7ibsAgAO8NSZFm9cUcUmcZ+XGJUB9U7xTQawgMJFrVgbEXcbTK8L/ZgePgR0/DWXiWABCpMHOVIEOKotzvrF2HbC9BuOEHS7pt9QlF4O3tYvAsEJBx470ltoHAAwzSpDkiYgxZx07BeutzeJHazvMFWuhPPoxf/XFwPymtesm+JkHHUVdPVjvbocyeZz/ym1clOKcetSYYx5xbbFTFdD/93H3NigFO3wiKlVmQne79k7wssTpBJPCRlzk6G7U1gHrrc2w3tqMwBc/6rkJa99hGK+sBjQNgftuBR0zMr4bf30ObOf+uOVkcJmjuMt8Y71roN62L29tBlzEXay5BfofnopfoSqehV3sZAW4YYBOGgdCCKz3d9l0xMW5K8m5i44fbS8uDGjgdY0wfv8PGACUBbOhXHqRs2AlQQCfMxZXhowYausKGN4mgYjJ0S2tBxtxkFdYVbVnYRcAGH99zqUyFu8WGLl6r0O6SieHKca8z+PduIrPIqvuB2EXtyzwphZYO/fBfO1txzTe6s1XgxS5z+NeYG0dngRysSJ7duSktwY4h3brtd7FXaoi+lJaHL/OMKH/9++91eOVRK6Fjc1Q71gKfuYs7EYgnTXV9hnafHMjAh/5QO8Cvx9SRNwXOWNRInZ0dIEdOgY6eVycAI4dPx0WU0ctj0jBHUVejv25d3hmVpdcDONZh2fdbkL/+2fAy7O/V3G9E7F9jBGkmWs3wTpyMu4YeaKlDfx0FZTLF8S7NidLSPc892SauPsFYyC5OTBefEN8hJCI7r9PSXERtFuvzUAPzz+kuOs8h1CKwMN3w1o4R6gjTQussRlwebBDe4fzJCyRSCQSiUQikUgkEolEIpFcYJhbd8P4+wtRyzgAvmhuXFrGyKAHP1UJ870d0JZeEV5ml16QjBwGfi7a6SjwyL22wTZ2tkaIypxSBtrBmGu6HLtAbjLvBunYUUB+LtDe6XvbcF/qG21TW7JztWHhju86m1qEuMtDysyo7c7WOKzw6NxFCIznVoaDusayV6DMmGwfOI8QEJDcHJBhg12EEjHnxuN+JSPgIQENzE5kE+swlEDowo6dBjdNEK9CtCTgFWeBiWPBO7sQ+tkfwWsbgJwggp97OByg5JxDf/61uG2VKxfFi2hcrgF18VwYK9eBKxSginAhyWSgjXFYFeeg//EfQIwDm5sYiVVVw9qyC2RQGZRLLopyEjRWrIG1ba+45pLEOnQc6sI57l2vinC16XFJ6Sbw2YfAW9qA/Nx4l0M7UYuNgDJ6fY8Dk47Qr/+eeAco9e3SEvr5n0DKS6A9eCfoyGFCYKYowgWsph7G08vBW9uh3nQV1AWzfdVt65jooX90xJC4ZWT4YFiHj4OUloAOFun/rHM10P/8dDiYGnrsaeT+8KvxFTqJB1xEwr4Fix7Qf/OEYz8450B7B4yVbwFdXVCvvxJ0ePRxMF5dC/ON9QAAZeFsBD5yj71Yq2eZlzHnFRdxaGw5OwFFD1FuQJyD7T0EXt8EZf5M4YpnMz8HPvUAQv/+S+c2E4mYEqTX4y3xjoNesPYfgfHq2qS2tYUxZyG0G07j2LJ8i7vsnE/DFOYDsWLsNOMkptL/+hys7Xs91RGbRi9ZrFXrgboGaB+9x/0Z0k5E6bkR72JLpcdhzeezX7KwOg/PWLrh6LxlN48LYsr7FZz23Bcty76PimKfLjwvF6aPeZ0UF9mvcNhfkpsDQqm7PxOHp2cr5aKZsN7ZkrBcXPWGCf13T4A3J5jTGAf3kkbWCd2Adsf16RN3IXUHxbT0obUdvC3+2PGQ7k3Yhcw4+57vSHHXBYIybWLYutw6UwX9F392vgFwDuNvz4N+67OApsHcsAWkqADK9ElJfR0nkUgkEolEIpFIJBKJRCKRDFS4ZcF4/nX7lcxK6KphvvJmlLjLLmiu3XAl9L/FuFM4BKPYwWMwX3zDtc04LGYvlOjGNrCX7Hef6ciiYSdcSyVA2h20Sigs8hpgcAhUscZopy/rvZ0x2wH608tBp4x37GMYtwBzjJDKq2CKd7kEghTFPl3ksdNg+4/El48QobDqusQCoc4uWLsPQp0/K75fIR3QVP9OSAqNOm49AglzwxYh7AKArhCMNRsR/OQD4ndbh627hvXOFqAkJjDpIs7gjMF8/e3ohcEAUFhgm2oxVdi+w9D3HXZcb52pAsnPAy0r6e1jaztCv3gsfK54azu0m67qrfPoyZSEXQBANBWs4iyM519zTg0YEIJWu4C2/vt/iHpGDUfwcw9Fu4DZCm2scF3W+7vigoe8pRXmpm3gHZ3eRFuUJBVY5PVN0H/7RNT4C/zLx2G+sR7saLeY84kXoUyd4C+FYzLpcAHh3hfQorbnZ2uh//rvUG9cAtrthmFt3BYtbGlqsRddOsxxkceKh0LgHV0gxYVpdzHj7R3gIT3epTAS04L+j5fBuq8L6+Ax5Pzoa2GRIGcsLOwCAGvrHrBb49P+ipXdaSjtnNNOnAYdMdRWbO2aHs3pmMRuoyrg5+qc64kYx9Zbm2F03/+NNzcg5/uP2oqLSMAmNVokicRdidzCOvwLuK39R8LXe9rwIHLnLa3Ql60Ar6mDeuUiqFdd4izuMi0gwaEz3twgrjNNBdE08MYmx7KkqDB6DGsq1JuuBglqgKJEuU8mTVOLrTMV8zO3p0t0ramwjp2CGpNGMF2Qgnxfwibr7feAe24GURQEvvXZ9Dt1xcIY9GdfBVFVkKGDwKvjr+vQr/8G9epLbDd3TIcee378Ck4tBt4VQujXfxPp82JE1qAUCGgIfPpDgGWJe7llgYwcBmqXKtgB7a4bon73zBOOToCcI/DlR8DPnBWiYye8pB0mSd6DTDN8z84olILk5kC5fKGr26AvskDcpT/+jK0rof4/f/ZeiRR3+UaKuy5AlNEjEPjaJ4UlscPNgje1QP/7C9DuvQXmS6sAAEYwAO3O66FesagvuyuRSCQSiUQikUgkEolEIpH0G7ym3jkNhxWfDikWOm5UdH12Kfne3R4fpHQItiVMl2RHKGQrYOCWBaIoIPl5UBbPjUlX1Y/qLh6/j6y2Hj2haG6YYp90w5sYomffE7k3JDiXvZ1xDlQl3HTvYfsAXmx6udjfkdAknLtKixKITBwEa3bCLiAsOOCcI/TrvwHNrfblIjDXbrIVdxn/fBnWju4UcN1BRmXudGj33uKamjR2jBrrNgOtbXFOVmz3wfC/uYuzhnrpfKiXLwQ4A7cYSH6ubTn9+ddgHTgavyKk+3aBShf6T/8I5YpFCNx3a3iZtfdQ1PVhrlwH9cYlIjXd8VNgx21SxvlFUUQKzMg0T7H0BGZN01k0VHEW5rs7oN1wZe9CO3cXxmDt2Af92VdtUzCxfUfA9jmMWbt2T1c5pz1MRMxcThQFLHJcMAZry26o11za2x7nsN7aDHP7XtAxI6DdeX2UEIfbCQMJbC9PumA2aGmxmN801Tng333MreOnbdOZ8cYWkG5nr96+xzeoXDRTODMCYKcrEfrjP4GWNtBpExH4zIP2bSeBtfsg9L8/L8auyzxoHjwaFnYBANo6wI6egjJ1gvhtM5/zynP2x4n1OHfFjznztbdhrt+C4Fc/ATq4PGalc1Da851QUcAbnIU4kS6JRqSwu6UN1q79oBPGxG8U1KBcPC9eYNxDoueIFMRdrOIsjO6Yonbn9aCjR4gqly13bzMJeENTwjL6ynXh9IzG86+DTpkA7uRM5kE0Y779XvT9zsUQg1eeA50zrfceZJgwl7+J4Fc+ATJ2ZFrEXdaRk1AXz7XpqLtgQvvwB6AsmCXKxT5TDCoF6vwLf+m8mQh++G7XMqm49HDTdBYRO2AdPQll0rikn2h90dGV0D2KnznrfG4cXODIqOHRC3wcA/WuG0Byc2Dt3C+EXQDAOciksdCuvgTQNNBRw0BU1TbVLR3n7CoIACgqQOCemwGFQpk+KbzYWLUe5oq1IjXmyGGOm9OyEliJ0lkmgC6eCzJskO/tOOf+U1wmif6bvyPnv77l3dHRC24fbGSanr87bP5e802y7pgXMFLcdYGijBqO4A++Av3nf3L8OocdOBr9sBjSYTzzKnh7B7Qbr7LdRiKRSCQSiUQikUgkEolEIjmfYE6p+QDQkcPsRR4RkLIYRwWboAw7eCx+QyfBThKBCF7fZLvc2rEvnFItVnCUlIgMQCJRGJ04VgTo3AQVNsICduQkcL0QfhivrPac7gOI2JcE7hSOAd9YYgIRvLUdvKUV6PSWlo+oSlzgn+0+CHPbnnAaN6LEl6GTxoKMHAZrz8HoFV7EXY0t7qmX/KT5hBgvrK4B+mNPexJ2AbAPQAPgTa29oh/LAjotWJt3QL36Enf3j5ggMdu2J2EfXN1MVCXszuM2inlDE1BTn7CtvoafrY76zSrPxZUxXn8b6pxp0P/3L+lp1DBB3IKVCoWycBaMVevBu9yFb+aKNVHiLjvXJv3vLwChkO/x6oa1+2DiQh7gsQIJANaxU+AtrSAjhkFZOBvs6KlwzMU6VQlSVAjtxiVi+9Y2EfiPq9i+PfWSi0BKimBt3wtz5Tpn94vuY2W88LqtuI63dQAx4q7AfbeCdy0V5TkHKSyIcq4y3lgPdKfmYweP+RLUJcJ4eVWvKNFFxGD+aVn8wkgxmM18zk3L/h7aIyJ1EjW1d8Bc9Q4CD90FQAhGjJdXuzuOJBDbhVEUMQc6ESGkjYUdPwMaK/wAAFWF9sGbYe3cby84TRBMj003Hbf+VCV4W3ucYJhzDv0vz4adE/XHn0XwXx8FIQQ8RQGHbT88zMNs0/ao38bLq8NjNw4vwiMfTkaAiLPGuuqBktRSE0bAK88BsBN3uT/PGE+8ADpyKKjdPbYjOdEI27ILRmF+nINTFKkIoA3Tt8sPr6oGJo2z344AwW9/HmAM7MSZ5FJ8RjXm8b7k4OrneN11xogpmbdjQIYNhnbtZaKKr/9HdFtHT0F59JHElXSFgJygY2pEOnKYEP5G1t3ZBfO1twFKQSeNA3f6QKbneCXrWNkNe38XWNTHKd7gzS1pd510hZCEKcz9wDOZCjwRPddTOp7FukIwN2wB8nJhbtsDfui4GBuMQb3+Smi3XJN6G+cZUtx1AUML8hD81mehP7YM7PAJ2zJsz6G4Zda2vSCDy6FMGgsUFrjnTpZIJBKJRCKRSCQSiUQikUgGMPxcreM6UlzoHLTo2V6PCbB5DEwRJ8cSN0cnnxgvrQqLu1jPF/09dDtzsNNV4G3toFMnhNNduRG4/zawhiaAkHBGgKj1j34M1rY9MP7+gq++8tY24WqTl5vAzcmG7sCduWKNezmPAabYAJzx3EpYO/Z574/DcTSefCks7lLmzQA7VdGbUnLiGKg3XAU6cYxw/4rYjngRd6HbtSoYsA+ueg1KdsPOCMcjXlWduHA3ZLi9UMtOhAQAvM05JZuxZqPndqPqbGiOT0kU7ojHY5BiIDJjxHSfDipD7GxjvfYW2NbEIjjPTRqG+7wQ0MAOHrcXsCaq206AkYE0RASActu1wmUkBZiN0JftPoiwjEbXRWC3qEC4QVoM1p6DYXGXaeOqRaaMB3eI3RgvvgEYRm8KUkfEwOCxc3wPofgAMSktdhU4xsaN9MdshFZJknh/XIgUg9mJu2zuv8HvfgF06GDwzi5XsZD13k7gobvAaupESk431y7LQUQGxC9XKIznX3Ouq2e+tnHLIoX58fNRQBOChWAQJDend/uY/rlG9Ty4WJobtkaleQUAXtcYdf54fSN4TT3IUP+uOumCTBoLHpF2jR067lg20XHhlhUv4k7wDAjDjH9uIwSIfTZMEicXNe2Dt4C3tIHX1oNVnrON9RqvrEbwsw+DVZ4Db22HMm2iWOFV6G6DuWELrKMnEfjIB0CH2Jz3FO6f7GQFrF0H/G3TPf5JeWncOjJiKOjwIeLfw4ekLu7yipPAx0HcxWPGnJ0DsC2R4y6JOD6rrRepnV1ERLy2Acaqd8SYsSwol8wX/87PBR02WHz84PCRDO/sAm9shv7XZ137QUYOBa/0/qzpFXPtu+lxMPUI7+qC5eEjBO/19Y9TLACAcXDG3FMT+8Dx2usjZ7WBhhR3XeCQnCACn30Ixj9egrVtr6dt+LlaGH99DgYgvmaaOBbqrKlQLpkHEnT5+ksikUgkEolEIpFIJBKJRCIZYLh9Gd31r79IXEFskMyr64CDy5RtsCxZIsUTMemNWGU1zHfeh/HsStHuhNEIfPnjAOcwX3kT5pZdoCOGIvDw3SDFhQCEa4dy0UwoEMfNTtzV9ZUf9opoyksAB1exWHhlNbq++zOoN18NBH2KuywGVlWZ2Dkk4lxZh1zEKLGBbxvHHifIqOEgQwcDNoFWWBa6fvIH8W9dj3JX4cdOQ//t3xH48iPxAoUEjmTh6rfuiU4RlQLWhq2+gy76X59F4PMfFi4uXSGgs0v838HJw8lxDgDMl1f7ajtMZ5e9sKu4EMqiOd7qSJPjStqJERA4ue/x2hgBi5PYzQPGc68h+OVHoN17K9jpyvg0cJ2hpIRdAEDHjIDl4pyYLriuJyc4iDluPIHbjV0KtsiUjOYb6+PWK3OmwXQQd3kVVrKTFa7reYS4i3MOa/te8DNVUObOAB2fICVXJigu9OwGGAs7Ww1l6gSwmnpYu21EIIZNeuLu+5H1/s6E9Xf+9++BxubEadEME/yEg2gg9lJL4PjYc354Y3PcOpKXG5W2EYBwierZ1um6jnku4U0tMF5eDd7ZBfXGJZ7SHZor10WJuzhj9u6X3fMSGTPCWWCYSYKB6N8uz2Cs8hyIpoIUFdoXcElH6UrsaSAkoTua56odnlF70pOab222FXYB4h7b9dM/CMfAweVQF84GKchzH9+UuAuhdQP8dBXMV9ch8Mi9op1QCOxkBejk8bAOurvdusFOVYBX+bwn6IZ4ZgoGQAaVgkekm1SvuiT877Q6OFECMqjMXixKCcw1G+y3c3I1i02/5zUtY+SzYRLiLnPtJqDdfczzhqaoDyfolPEgOTlASxtYz98YDk0bjz8D5f99LaFTHB0yCFZ1na90lF6w3tqc1voSYb6/G7BxJE2a/nTuAgCLIfjFj4i/VRgTQmJVBQkGwA0doe/+PC1tSOKR4i4JiKpC+/AHgMIC/5OZaYEfOg7j0HEYq9ZDu+sGqIvmgjU0ge05KL7e6ugEyckBnToByvyZUgAmkUgkEolEIpFIJBKJRCIZMJD8vJS2ZwePgRtmr7uSxxfV+uPPQLl8IZTZ08LbWnsOQndx+EgGzrmtMz+vPBcWdgEi/RM7fAIg3QEfCAcMY81GBD5wk+jz//0F7PjpblcCh2hORFAwcN9twvHFg0tIDyQvx7trQc++WJZtirc4LCYEMZ1d0P/wlHO52P4S56AgKS2OCsrzszWwauqc+1phk5YtAv3514FYkZoPJzPX1Iy+SEIM1NoO42/Px7vhKdT2urD2H4F66fwk+xeN/sLrCHzgJphOjl+tbWCV50DLShLWFZvCNFvoSRkXxmsgNBXnha4QYFlQr1wEHpoDdvQUuFvqSx8EHroLXZXnwCvsnd3SRkiHueod/9vFiuKScLvpEcM4iXBYGvadHT3l6q7RIzDjjEF/4gWwbhMA863NCH7nC6AxrkvWsVNxdaQLa/+RpIVdAGC+8AbUqy4BO3IC5itvxhewEdQYT7wAa8RQWA5pvbQH7wQMQ9wPHVwGY7Fzy+pdGXMubJzTouh2Z7ETJysLZ4OdjE5xTAKJ7wfWtn3gQ8pAiotAx46E/tTLYRGmfrLCPR1uDLyzC/pfnwM7cBRk7EiQIeWAZYEbJmAYIKUiNbVdOuK+gGia53aNx56GEdAQ+MT9UKZPAucc5hvrYW3aBjJ0ENTuFHe+2h9chsAXP9orhmYcUAisdDkoJnAzdEs3zasjnkVq62G+9pb4t6Y6i7fzcoG2BG5lEGm/0S3uYgePQ//z0yBlJVHiQ7/4FXYpVyyCMnYkrHe32zsDqQo4Y+lPzcc4SEmRvbiLccf9sLbstq8vxqGJOQlHY+hxAGYnK2yFQE7P/+H+bNyWuJHYcWJa8c9I1P4ZD4C359eAJhxv0yzu6muslevSW6HPFLFpx7LADh2HtfcQSFkJSFkx6IihIKNH+E6f6oSd26ZEirsk3RBKEfjATTBKimy/qPNEazuMJ16E+epaYW8dg7V9L4zlbyLwwB1Q5kxLsccSiUQikUgkEolEIpFIJBJJ5tFuXAJl4WyE/v2XSddh7dwHddFcAAAdOxJkxNCErivsyEmwIydhjhyK4KOPAAD0vz7nSwjliZAO5jHYZm7YEic+st7aDHSLu8C40Px4FbD97kk/PQUAcEphPv+6r22MZcu9a5EME+bGrfZBpKHlCH7kHkDTooNibs5dsessK7Wgh534y0eqTmurQ/DQLwlSGJJRw2xFObZpTh3GCyktim/2bA2Mf77irY+RTby1Gfw6l8A84zCWLRduJ4y7i+CyUNyl3nWDcDyKgGcghaEt3dcBCQah3n4tjL8+n7aqg5/7MIznV8La7iPtqV+SDRjHiHSsd7f7r6LHscThXNHSEqTFt8JNjNHtbGRt2BoWdgEAGIf5+tsIfPSeqOJJu+Y5EDmXGq/GpMZMwlWOnTgD7iAQs3Mx4xXnYLmI6NixU/GOdIlI4MYVTQJHnaYWkR45tk5CgEAgzrmLE4KuH/2fOAYOwg3zFXEO6YzJCH72oWh3vY5O8KMnPffe2rI7nJKUn6qEetNV0G65RvxmTLhGERKfojqg9c1c6jFtcRjdgPHSKiHuOl0Fs1uQwZtaoLukdHRkxBAYL74Btms/yNhRCNx9I0J/fCqhIxIAaPffBnP1BlcnNTd3WQD+nhlzgqK8myun18sxwjGt53r04giXTkhhPlhlNZiDINX4+wtAZxfUKxenvW3m4LjoilNaxphzbLz4hqfqeHMbjJdXwXQQjYV+/FsoM6dAu/N6AIC16wBYfaMQKif5t4a5cWv88yGhgMOdLPQX95SMomPMMZ35gCJNKQzD1fVTWsbA5x4W50NTYcXcH5UFs8UzQ5qEeJrbc/sFjBR3SaLQrr0MpLAAxlMvJ/2SwU7YFaatA/pjy6BedxnU25emXxEtkUgkEolEIpFIJBKJRHKBYpomduzYgcrKStTU1KCgoADDhg3DvHnzUFZW1t/dG5DwllawE2dARgwTX547BbwogfbgnTCefMl2dc8HkQgGEPzmZ6FcNAOmx5RavLK692v+dAu7AJg793v+2JPtsklzFeF84JQGLp0kTK1ohx8nGNMEr22wXUUCAdDRI+JXuAmdsu39ZwJRVtpIR2DHJphnvPB6wjRzTrBErh/tHej69k8AzqDevhSak0tLBq7DVDFXrIF6zaUAAFbXAOOfrzi7e6jpdsDoFZDwljSmHIIIziMnJ611pg3Ogfw8oL1bOJXMuGhuBauqBnNy4FDSM3/wDmdxl7XvMJQJY2A8tzJ+3eHj4B2dInhbkA8yZ1rS159zByxAVcE5F+nhojruf76y9h0Bb2yyXce2+XdLYrUNIIPLHO8LAISQJRgQLpua5uqWFFd/c+J7Wuhnf4xPG8s5rK27wSPTKwNAR5d3YaemJu2MQseNAgCY6zZFLTdffzss7jKeeAFWj2AwTjDrP01cMhCPaYsj4d3pYI0eJ6tU2u/SwbpFYfxkBUL/8+eE29CZk6HMmwll8Vwol85H17/80Lac9tBdoNMnwVi7CdaWXaDDh0BZMBswTeHKNm6UP0fBWKGYnaumy1wSRUgHa2wGGAOrc7l2Mojp4fxFuuwpV1/S56n6ovricP+MvMZZQ5Pn9KC8th7mmk3O68/Vgk8YI+o9cQb6n5/23lkH2N7DAIDgNz8DMqgM0A2Efv8PR1da7iVts2n6+ojhgqGfnLuMp5cDgQDo1AlxTq3Wtj0whpRDWTw39YYKC0CK4z/ykEhxl8QGddEc0LEjYa5+R1hnZkA9b67ZBFbbgMBHPhCVV14ikUgkEolEIpFIJBKJROKPzs5O/Pa3v8ULL7yAurr4dG+apmHJkiX48pe/jKlTp/ZDDwcmrKEJoZ/+QbgraKqtA0bwR18Dyc8FFCUq9Z4dvKFZCH0o9f0Ful3QPV2YT72cYgUWrLffE8ISn+kSvaJ+4CaYLwi3Lmv1hoy00QPvDDm6J4Bz8JAO3tEJ2p1qCgC4U3kkSM+VJkiMY1M2YOvQ5RN27DT05W+CaCqUi2YBBXnhIHlSuDmsAUL4xkQg3HxpFayKs1CGDIK6ZDFIXm64WFamZTQt8DNnQcaMgPnKm2BHTrqWTZmiAqAn4Kwq4JzD2r43fJ0mi7FiDbTbrgMgrh3rvR1gp9IsJkon7R6FDk6EQgj91+9Ahg+xXZ3Qlccj3MUlyFq9AZZDphUyaji6fvSr3v3Mz7UtlwrsRAWsXftBigvSUp+1+h3/bk0u8OOnQUYPdy2jPXwX1Lkzwr+Zg7jMtv5jpz2Vs3bGi6tJSRGsWNG1D8e+HuETmTwO3G3OsIG1CSGKcvE8mCvfilrHTRO8uq5X2AXEC4f6SpiQ5Fjgpgne2pa4YAKSuWepS6+AMnGs+OHgvkaGlEO9eB7MzTvCAn2rsro33aOmIvfn3xPpMZPF7pnOh94y9G//k3zbfQQ/WwNW2wC273C/CrsAIcayXX62BqFfPAbe2gZe35TWNq1N22CUFoMmmOP8wg0TNCcIHgwkTDeeCFZT73gdXIjQ2VOhzJoK5pLiPa2UlQBt7WGtSI/Bj3Wu1vaZgFfXwnz7vZSbpSPsn4skUtwlcYAOKUfgobvAH7hd3NxOVoAdPy3ys/v5Oi4vF+o1lwgb+RgbSrb7IEK/eAzaHdeDThlvq6DnjIHX1oPXN4GUFoMMG+yaA1gikUgkEolEIpFIJBKJ5ELiyJEjePTRR3H8uHPwyDAMrFmzBhs2bMB3vvMdfOhDH+rDHg5czDUbe9PmGKZIeRbjAGXtOwztsgUARCqkhAQ18W7rfEgvEkFPihjtkXuh/+wPPlNSJSZVwYgfQj/8pY3DiIB36ej6t18AHV2gc6ZBu/82sD2HwBtd3pfGuKrQWVNBJ4+D6TGtjhd4UwvUO69Pe7q0jJMgLRc/WQGr2yXIXPmWKJ8KPkVZfOsemBDXec7XPtW7wkXM15+Y6zaBDBsMa+f+jLUR+MrHRXC/KwQ6bSIIpWAnzqDrx78FHALTfrB2HQiLu/TfPQl23JvwZaDT4xQUS0+6u5RxS8sIwHQQzfLY9j2kkvOL/qu/pr1OGGZ60/5RCvX+22E+vdx2Ndt7GIgQd1mbfKTo9OpOZjfvaGpi8WNZMeCUbUdVYK7Z6FvYBSBerBUBr6xG6Od/8l9nBrDe35XUdvpTr4AncnvMFISAnamC8dIqRzEVr6kHb2wOp42Mo1vUlQ6BWlqgVAis0+oamTrWlt297rjZSlBLv2NiBKymLu1CGuu9nWD7jwBpMHdJlMb+QoNOHJtUevKkUSjIyGHgdm6wNs8E1uETCZ85vEBHDUu5jvMVKe6SuEIUBWTUcNBRw4ErFglr3Jo6WDsPwNq5H7zSORc5AKCjE+oVi2CNHw1WXRf3AoxX1UD//T+E6raoAKS0GLSkCKAUrK5B/FEToSwnQ8qh3bEUypzpmdhdiUQikUgkEolEIpFIJJIBQ01NDT7xiU+gujr6pffMmTMxevRoNDU1Yc+ePWhvF+4KoVAIP/jBD5Cfn4877rijP7o8oLDe2RK9wCa1n7lsOcxlItirfeCmxJV2BzmyPpCUBMaLbwDL38y6wF1SOAWtW9uAbicutvsgQsdO+RY78LZ2WO/6CPzHYpMmie05CO3uGwecuIvk54Hr7o53UegGMLQc2hWLhNvP9r2Jt4nASkbAAICfqgSrbwQtLwXnPCOZLtJBlEtOhjCeegW8WrhF0JmTEfj0g9CXLQfS4NQGALy6DqHHn4F68bz+FXaVl0CZPU3cB5JMW5cOEsZfPGKdrnRd35NK67wijdcpP1UJ85TzMeQtbeAhHSTYfY/vo7HL2zoSiqmVGZNhbdhqu846dgp4b2dyjXenYY517QIAPY3i5ZRJ0v2Obe2/5zRuGDD+8ZJ7KlAAocefAUYOBRwMOTof/UEGepckjAGZz9x9npJZwxO2bS+s3PSmP7Y2bUtrfZII0uhM6YmWtoRzURQhj3NuTlCUdRCwsor0PP+cj0hxl8QXhBCQoYNBbxwM7cYlMN/fBePl1eLFBgDk5cbl+2UV50Bzc2xfgIXhHGhuBW9uhdufSrymHvpjT0NZMAvaPTeDFOSnvlMSiUQikUgkEolEIpFIJAMMzjkeffTRKGHXlClT8NOf/hTTpvWmV2ppacEvf/lLPPnkk+Fl3/ve9zB9+nRMnjy5T/t8vmMkcJcKfPpD4I0tMN/dlnKKkqzlfBB2uRGbYjEJFxueqvuCTZoka/s+aB+8JbV6+4FEqUxtqa6HetUlMKxNgF9xVyopl1rbgfLS7EzJ2If0CLsAgO07Ana60tF1KlnYzv3QM+g+5gVlwRwQ0wApLwGvSd2RrL+xVr3jXkBVAD3zygt16eUw39yY8Xb6GnbgKLr+36+Q863PghTkg7e290m75pY9iQu5GYPVNSbfeGcI+tpN9k1eII57GaOhxZOYgrsIDi8YNC1r3TTTRkf6HROjYAzW+vcBSqEsvQKkrBjm6287igYl/Yv57Mq+bdBvennD49+CCYS37MhJcF0HSYP72/mGFHdJUkJdPBfKRTNgvroW5oFjIKYJHifuOgv16kuAYMD/JOCAtW0vrH1HoEybCAQD4guFkA4U5AKtHcJqlDGQYYOhXnMplMnj09KuRCKRSCQSiUQikUgkEkk2sGrVKuzYsSP8e9SoUXjyySdRXFwcVa6oqAjf//73QQjBE088AUA4eP3yl7/Er3/96z7t80CC+flCGQACGuikcWAHjwLMPpKqv/AGUOezXonEA6SsBAjap5I878jPBQAwu/QwGYS3CbGG+fxrfdputnO+pk20Vq3v7y70LX0kWuRpTtmbVTS3wnx3O9QrFvWZKILvO5SwDDtTlaHGOayXVmWm7gsc458v93cXBg7ngbCLzpoKOnSQSAffnzAG1NZDverisCtx1kOI99S2koEFY7D2HoY6f1Z/9yTrkOIuScoQTYN2141Qb9EBQsGOnACvbwRv6wApLwGdOBZEUUDHjwY7eCx9DXeFYCX4gofXNULfexhk5DCoSy+HMmtq2Bo3ElbbAGvjFrDqOpBgEHTyOCgL59iWlUgkEolEIpFIJBKJRCLpb2KFWf/6r/8aJ+yK5Gtf+xrWrl2Lykrxlf/q1atx4MABTJ8+PaP9HKhYuw/420A3wPYfcS8jhV2SDEEvngvjqQsjGExKu+e5lrY+bVf/4z9Bxo2STimxhAZ+YP18g4waDg4OZGFKI97eN45W/YW5fA3MFWuzSmzQI0yVSCTZCdt7CGxvYqFmX2Dt2AcrS/riiSyaayXpx1yxBspFM0FIZlOTDjSkuEuSNnqs8ZQZ9pb+6k1XQT903P9kSwA6cwpQVgK2eUdSX5HwynMw/vY8DE2Fsnge1OsuAx1U1luAEphvbQ5/WWlt3wvj9bcR/PSDoKOH+25PIpFI+gLW0AReXQdSUgQybLB8yJFIJBKJRCKRSC4QDh06hMOHD4d/T5gwAVdddZXrNrm5uXjggQfw85//PLxs+fLlUtzlgLXvcOJCEkmWYG3Zc8GIB3nFOXT9z2PgVdWJC6e77VRTap6HmCvX9XcXJDHwrhDQ3g4o1DaNa7+Sbf3JBNkmNmgcAKnVNBUwzP7uhUQiAeS1KMkaeF0jeGOzcCiWhKH93QHJhYMyYYx4SPMLB9jew2Dr30/dHtgwYW3citCP/g+hvz0PdrYGAEDLS6HMnx1XnJQWiS5wDm5eeDc0blngTS1gtQ3genpSakokkvTBdh+E/rsnEfrxb6H/8nGwhqb+7pJEIpFIJBKJRCLpA9atiw6m33HHHZ62u/3226N+r127Nm19Ot/gpzOUxkgiyQQXiLCrB36iQjpGSSRO1DUAnaGsFFKxPQPIEeZ8IdvEZnZIMYlEIpFIbCAF+f3dhaxDOndJ+hT1mktBCgsATQVrbQPfdwSsqgYI9XGudQ6wbXsQ2rYHKCoAHTUcyAn2ricEgYfugnX4BKzNO8BOVQKdXUBABYJB8UBsmAAhIKXFoKOGgY4aDjJ2JOiYEQCArv/8DdDQDOQEQAaVQZkyAXTWFNBxo0AoBWcM/FwteEMTYFlAYQHokPK4iYoz8UcYoX2jxeSt7TC37IL1/i7ws9VA5LN/fh7oiCGgo0eAzp0u9kU6BUkk/QadPRV44XUAADt+BqGf/wnBRx8BHTqon3smkUgkEolEIpFIMsnGjRujfi9cuNDTdsOHD8fIkSPDqRlPnDiBqqoqjBgxIu19HPCk+oGhRCKRSCQSiUQikUgkkuRQlf7uQdYhxV2SPkW79droBTcsAecc7MQZsP1HYO0/Cl5xNs2NJrB0bWkD238EIAR0zjTwc3XgrW3Q//TP+O10U/wXAT9bA+tsDawtuwEAdPokIQbr6BQFOrrAT1fBPF0FvLkBCAZA8nPB2zrsXxRSAjptEkApeGMzeE0dgv/yCZCI9JDc7BaWKQp4cwuQlwuAgJ+rAW9tBwwT3DBE/3v+zTlIUSHo6OEgwwZ3960TvKMLvLoOvKkZ1uETYHsOOn/V094BduQk2JGTwNpN0D58N9RFc10Oft/DO7vADh4Dq6oGb2kTx0BVQPJyQcpLQIYNAR01DCQ3p7+72idwwwRvaAJv7wDJzxXiytwcz6I81tAkBIiGCTp8CEhJUWY7LPEFLS8FGTG0NxVBazvMN9Yj8JEP9G/HJBKJRCKRSCQSSUY5evRo+N+UUsyaNcvztnPnzg2Lu3rqkuKuaKwTZ/q7CxKJRJJdBANASGZ2kEgyDRk/Glw+h0gkEolEImLbhQX93Y2sQoq7JP0OIQTKhDFQJoyBdtt14C1tsA4eBTtwFNbB48IxS1FACvMATQNv7wDaOjzXT6dOBNvrwe6Xc7DdB1PYEwE7cNS9QEgHd/tDmHEhNovA3HsYWLsJ7Gw1eF0joBsg40aBFBWAna4CmnzmTVcUADw1a2ZKQArywTs6gZwgeF0jWMVZkNwcWPuPgFdVC1FRS5twbBsxFMqsKeBNrYBpCoFRUQGIIlS31vHTYKcrwRtbwDs6QSgBAgEhYivIAx1cDuWimbZd6REIWu9uh7VjX+KvawlABpeDjh4B9YYrQYcPAdcNsNOVAOOgI4cKcZ1hgOTmgiSTTtSpn5XngNZ2ITBL8YbEGQMIAVrbhFjQMMB1E9wywU9Vwdpz0D6NBCHCKa6sGGToICgzJtse264/PgW+93D0wqIC0JmToV1zKeiwISn1P91wxsCb2wDLBAloQGHBee8sxzkHHTYIVre4i86dDu1DtyfYKmL7zi6wIyeFkNQ0QQeVgU6bABIMJt7YJ6yxGez4aSCkQ71sQdrrzxSsoQnswFHw2gYAHGRQGei0iSDlpUBTC3hXCFAoSGkxiKb1d3fPW7hlgZ+uEqlHu0JAMCDcI8tLz/vrXCKRSCQSiSSW5uZmNDT0pmArLy9Hbm6u5+1HjRoV9fvEiRNYsmRJ2vp3PsBkUFUikUiiGVwGVJzr716kBiEDI0XdQEKhWZn+cSDDq2v7uwsSiUQikfQ/igKSn9ffvcg6pLhLknWQogKoi+cBi+c5luHtHTC37QU7ehIwTeHQpBsivaGqAgENJBgAN8x4YZdCAcYBTYlz4cpWrNfWxS3jJyuQ9J+ilpVSfwAAjEP/3ZPieKpq+MsteulFYJt3RKVzNFe9AwCIk1zR7oA8R+I/rPNzQdZsFOe6RxwXDIj2W9oBw0e6BA7wmnpYNfWwDh0TQgHT5ZgoFCjIB8pKhFNSXi5Y5TlwXRfiQ4uBjh0J3tImXK5CITHGCAEIusemzR+5OUHQEUNBZ0wCnTQOCGjCAa69A7y9Azykg4CA1dYDHZ2gE8dCve5y8OpasLO1sN7bIer1+1KCc6ClFaylFThZAevEGagtbSB5ObAOHAXbvg9gDn+Ut7SBvbsDoXd3iPOeEwRyg8IaszMkHOs4gIAG7YHbwauqhYtabQPQFQKdNgGBB+6wrZrphhAZVZ4FP3MW7PRZsIZGoKNLnPNgAKQgD2RQGcjgMkChYM1tQFU1eFOLOI+R5AaBweWgg8tAcoKAaYGdqwEKC6GMGgZeXAga0MAZB0wTtCAfrKIKrLoOvK4RvLk1vC9QFKC7PBTa/TIIQihYXAg6qAxk6GCQoeUgRYUgmgre3iHqOl0F69gp8LM1op8WE46CPWiqEM0NGwI6fAjosMEgwwcL0Qql4KYJdqoSdFApSHG0cxohBNr9t4PVNYKOGg7tvlttU7haB48JsaVCgfZO8LoGsFNV4JVnxViNIPClj4IMHyKWd3aCN7eBt7YBre2ir3k5AOPgbR1gNXXgpyrA65vE+ddUIC8XyqwpoONGCxFjcSG4aSH0b/8jGijM9yTusvYcEsdLoSCF+UIMWZgPkpcrxkISqWo550BXCKylFby+EahrAm9tE3VqKqBpgKaCqApYTT3MXQeAU5X2lVEafZ0QgBQXgQwuAxk6SJzHoYNBhw0CCvLDQlbH/T1wVOyvYQJ5OSD5eWK8F+SLVMadXeCV58BOVIDXNYjx1NImBLCDyxH8xqdFf3TD0/GxDh4Dr6kD8vPCx5cU5IlrWlV9C6Z4SA+PE97e0e1OqQN5ud37kg9SmC/OYYJjEVc3Y+j691/aC5nzckDHjASdNA50/GiQMcNBkxAn8s4u8KYWsKpq4SZ6UoxrUlwI7ZZroMyZ5rtOSepw3QCvrgOrOgdWcQ68shrq0suhzJjc312TSCQpwBkTjsC1DeLeVlkN3t6B4Cfu7++uSSQDhtOnT0f9Hj58uENJe4YNG+ZanwTi7z5J/5DIgV8i8QOlAHjcu48LliTFTWTcKPCGxgx0qI+Rwq70oqlQb7oa5vI3+6zJqAwG5ysdXf3dA0k/QMaNEh/qO8VlsgHp4CiRSPqQ4Dc/k1Qc8HxHirskAxKSnwdtyWJgyWLXcjwUgvnGepibtvU+FOfnIfiNz4C3tMFcuVakGEzk9CRxxmKA1ftAx97d4X1bPy9W2jvB2zujl3Wm4Q8dLy5wFgOaW4HmVsevd1ljs/+2u0Jgx08LNyMHIo8QO3gM+sFj/ttJRE09zOdf87+daQJtJtDWHr/OMGD8+em4xdam7ejctF38IARCaeexvc4uIcCobQAOeCkfAk5XCXe72K53iz59yRxr6+H0p5VvuWSkwLIrBLS2g1VWO9YfJlJwU1QgrgHDBMBhnamCtW2PeHEZK3Tz8fJK/9XfPJeNI6QDIR3WO1tgvbOld7mqCDEn40BrOzq//O9iuaaKZXaCU699dhIhZfqFXewf2hzgTS1CoHXkpPOYyEB/+dlqdH33p+I4dkace0UR9TImhKa9nejfF5qEiGAZt3GQ7J4WPNPRnYrXbm6MPNZJ7i9v74D+3ErkzpkGc8tumCt6X1iS0SNAh5SLZwxKAUrFHxtEiMUQSvBs0S1ctG23S4+/jp0oyOsOWHT3Kz8POd/+HNipSuiPR8zDOTlQr70Uxoq18XXohqf2SEmhfX91szcddSJyc8ScEEHOdz4PEILQf/0uarly3WUwn389ahmbNBYkPxehx+LvMQlJYhxot1zjKEjt+u/fiXTY3QQ+9kEok8bFN9vRia7/+LXvtpNBXTQH2l032q4L/fnpqGcO7ZZroF6+0LZs149/A95ic393xf/xpWNHIfjZh2zXGcvfFNdXN8qiuQh84CbbsqHHlomPPvyQxLRAcoPI+cFXbNeZm3fAeLF3vNKxoxD8/Idtyxovr4a5cau/xpOcx3K+/yWQovhr1zpxBvpvnwj/Jrk5yPnhV23rMN/dDiOZZ0UnTMv2hTXvCglBvkQiSUhbW1vU77KyMl/bl5aWRv1ubW1NuU/nHeoF/sq0L5xYYj+Y6Ua9Y2ncM6Ck79C+8BFYr78Fdixzok86ZxroiKEwX387Y230oN53K9ih42A79mW8rbRTVgw0JPG+0Q3OxUd7PsUj/MxZKEsWwVq3Ob39kQxsBpeBjvYnME+VwKcfQOgHv0x6e1JSJD42aWlLXNgOTfP3kbnEP6oS/SF+MCDiEAPEIS74w69C/+tz4C4xHzsCH7oDpKQIoV//HfyMTTaW/iagIfi9L4Ht2g/r2OmBeV9NETp/Ftj2vf3djfObYABk5DDv14+mQXvkXpjr3wN0Hfx4/7kvk7IS0HnTYa1/391MxC998HeZesdSKFMnQF+2HPzM2Yy25ZnCfNDh2ZU9Klu4wN9USM53SDAI7Y7rod5yjUgT2NwK5OSAFOaDFhdC+cxD4IYBtv8orD0Hwc7WiPytIEBOQNj9BQJASRGIooB3dYG9v8tfH0YNA50zHdaRE8CRk5nZUYlkICK/lvNP5DFrtgnAZOuXM7EPsz37kQ5h7UAbR5nor8XshaqRormoZvv5mHHu/AdOOruWrmPdc13pOnhjr3sYKS0GLy6Meinuq0XTiqovaVqjBTi8+7xz04yuP1cXgjO7ucMjaemvnQiMcUAhQhwZAcnNiS9aeQ506oSU9sMXLvMUb22PfiHs5oza6lcolRy8y+U+0NkV3Q8XRwze3gm0e0+DnjRdzkElrhtApLDf7Z7RFeqTr5tdr/FYga3ufC64aXoXcKaKU6cZi3pu4G5fwvU4Q2YYVlUNZcKYjLcjkZwPtLdH31eCPp1Lc3Ki77EdHf7m/HPn3NNyNTYOfHcXZeoEWEMHgVfXZbwtOmU82OETyW0c0EDHjAA7eqp3WTAgHH5HDwf3+h4qIpBKZ09F8FMfQuh/H3f9GC0VlKsvAYIBWG+sj1mhQF0wG+rieej61n8lVTcZPdxbUKIgH8pl88VHUvVNUX2Ie64LaFA/eAuIQmE88WJS/QIAOmE01NuXQv/lX5KuI67Oy+aDbd4ZLZRTlaSc3umcaVCnToAyfjT0J18E27k/bf0MtzFxLIKffKC7nyrM1e+En0nIhDG+g+E9aI/cCzS3gre0gc6YBOvwCSgTx0CZOhF88VzogQDYe70fpCpXLAQ7dBy8pQ1kSDmgKOAnK6LqJBPHgh87FdtULyOGCsf1hibvH7sU5Hc/Nzo/u2oP3QllwWxAUcDOVEF/6hXAi1ORQqHedh3Ml1e7F7tiEazNOxKKW8iEMWK/GIN689WgQwd5E3cV5Hn7mDZJyNQJ4IeOJ7WtcvUlUOfPgv7SKt9jjc6cApITFHNGuDPxH8/RBbPFR5xHT/R+2OwgCCJjRwqnnn54t0UXzQEdPgTmK0m4bhECUlqEwP23g4wbBTJmhNiPFFCWXAxr/XvuZa5YBFpWCvWGK8OZQqIoLwXqbZ5BIo4/b2oR/Y0Z/8r8mVDvWIrQf//B8fok5aXQvv056D/8Zcp/4we//yUgpMN4Yz3YrvivmMmQcmiP3Af9J79Pzm1vwSzwbdEiFGXxXPEuq7EZll2MKzcHpLAAvLY+uk1KoX30gzCefdX+I+/w9kEo114Oa8deoKomYR+VKxfDeuf9uOWBr39KxOfKSoCmFpAh5bDe2wnjn6+41kfnTIP2gZug//4f4Of6J7UlnT0V6OxC4L5bEfrJ772bG5QUhUUMwa99El3f/u+MvTNQ77oB5kurXAooIFMmgNc1ADX1oJPGgk4ZD2XBbNDiQtAlF0NdcjHY0suFiK22AXT6RLAzZ/3P/W5OYN0ZNhLdX5VbrgEtKoDx2lsZfVeoPXA7lEVz0XXwaHrePwU0+/csBbmAYfmK86hLr4C1+wB4Tb19gQylJCYTxoCUl4Jt8RkzHzJIZBSJJSeIwEN3gs6ehq4f/A/QZH8+1ZuvBjsr5hjtzqWg5WVQZ00BAPFx9rp3wSvi/xZQl14BFBXAfPEN/8ejIE98/NPz7jqggc6aIjIzjR0FOnEMeHMrQr94rDfuUVwYNybVB+8EyQnAePzZ+P7ddi3MtzbHXUfaB2+BsWJN9DvSNEJKi6AtvUL0YfFcGF7FXTlBkCHlKd//nVCvuzwj9Z4PSHGX5IKAqCrImJH26zQNytzpUOZOT1iPsWYjyIJZ4maYlwtSWgxl4WywvYdh7dgHVnEO6OwEKSkGHT9K/MExcSwIIbCmjAc7WQFl6gSgtFi8cGhsBm9sBjtVCd7WAV5dK1yJHHcE0QGa/DyRzk9ThKvU6ar0izuKCkACGnhDc3Zbwkri6YsvbSWSC4miAvGHtXR7vLBwc5GRqT0yi424i1e6B5MlEsnAhVeeA6S4SyLxRGdn9IvdQCDga/tYMVhsfYm46qqrXNdrmobp0xO/Y8lm6KAyBL/9OeiPPwO255B9mXkzEPjoPWDHTkP/dbQDMp0zHby+AbytA3TYYKC4EGzfkWjxdFEBcr7/JYAqMF54HdaxU+LvDdMEGVwG9ZrLwBuaYL71bm9wo6QI6pLFIIPLQUqLQEcOAzt2Cvof/wnoBsjwwQh+/dMgmgYAsPYeAjt2Cubew4CNUI2MGgbttutApk4Aae8ECvLCqS+0h+5E6Ee/st/3udOhTJkAdrYarKYePFKcFtAQ/N4Xw+7G+m+fEO+qFAXKglkIPHw3AIBzDjp8CIy/Pie2UxRod14vUtMDCH7j0zCWrxEuvT1BKU0FnTMN/Mw526CQ9uEPALoO4+kV4WXqrdeCThgDVlMHa9V6IDcHgQfuAB03SvTj5qvBTlUKwY1hAnm5MP7yLHhjM8jQQVBvvBLKnBkgAXFM2bHTsCLcRXsPJoH66Q9BGToIxtMrwGobgNa2XkG9okC96WooE8eCzp0GtutgeDsydTxIbq5vFwxl4Wxo990G8sAdsM7WAKEQlHGjw8eXnayA+cZ6sFOVoGNHAOWlYBuEeygZMTT62br7+AMACWgIPHIvuv7z10B1b6CQTh4nHO1NC6S8FFzXQYJBkBFDQIoKYHXXjWAA6rWXwtxzCKiIaKOwANrH7+09XzdcCe2GK4VLe2cXUFIE/Vd/BXdwDaMzp0D70B0I/esvot5RKksWQ71oZvSxiXDUJaqKwIN3wCzKh7V9L+jYUWLc33ebbTucsagUMMaG92E+szKqjLr0Cqi3XSvEXYwJwUhJEQilYLX1MJ55FaxbgKTedBWUBbPA65tAx48GqzgHY+Va8LrGuKAfmTQWyoLZIN3ugcqYkcj99udgrN0Ec8Va4V7Tcy5ixJt0wRyo114GWl4Kc+tuwLRAJ42FdewU+L4j3YUo1MVzoV46H6H/96vwe0Nl6eVQZk8Two/6RtCyEpDS4rhjE/jcwzDXvQt28JgQ4zU09QY6KUXwa58EGTII5jvvg52sANt9MK4OWyGQTYCfjBqG4KcfBDMtGL9/UggIZk2F9uCdsNa/B/O9HVHOZsrlC8WH26erwscp6vhMHh92Ag5+6aMwnl3Zey0rFBhcDmKYoBNGg52sEO/oS4uBogJoSy6GumgOAIDfdT1YQxNQWAi2Y19vSsJAAMo1l0C76SoQRQGrawDbcwikvBRk2gQhFm7vBDdNkIJ80MFlIPl5wgXeMMA7OqH//ilxn3AI+tN5M0A0FdaW3eL3nGnQ7r4R7GQF6NiRsDZsgbn23d7yF88De29nXD3BH38TND8PgJjT2L7D4XXqXTdAXTgb+p+fic9gQYDAJx8AnTUVJMItPfi1T8Had1iM8fISsNNV4po2DCGc7OgCKSkCnTYRxl+ejRNrqNdfAe32peD33ATz5dUw126K6zPKihG471ZR/oYlYGdreu/PwQACX/gISG4O9MeWRQuziwoQ/JePgx0/A2vvIfCzNaCjR4BefSnY3kMAJVDmzRD7RCkCD98N/blXAcOEMnsa6JxpMF9dC4BAu/tGKMEAAo/cC3P5GpGW8rbrQCDGq7VlN8wtu8DP1gL5uVAmjwNv64By0Uyw46eFm0tOEIEP3w06uFx0vTs1Pecc+h+eAtt/RAg1b74aysih0D5+H4xlr4igfk9WBABkUCnoTVfBeml1nOCKLp6LwEN3wZo3A+ZLqwFKoN59I9RZU8NlOmPEXWTkUHFuy0vB6hqEs3r3GAx8+kNQZkyGMnmsuF8GAuDnasDO1sLaIDI3kLISaJ+8H8qo4eA3XAne2g7jmRW2cwCdMQmBD39AOPTk5cDauV/MO/NmQr3+CiiRTi3DBgMAlEsuAgIa+JkqkOIiGCvXASEdZEg5gt/4NEjEs23go/cg9JM/xIk3lEvnA+UlsF5dm/jrTFUR125xEejUCVAvmSee1ba5uzbxhmaxXUBD4Esfg7liDXhHF5Qli0XmFIePXbV7bwn/m1CKwGcfgvHsSvDmVgQeuA3ctGA88ypAAO3OG2Bt3Q125IQwpnCIB2p33whzw5aoeKP2sQ9CnT8LvKbe9lkm8LmHQadOCN/bevpjBx09Ajnff7R33zkHDAPWoeMw/rQsfoPCfCgLZgthYUenEG6UFsF8Lt4lXL3rBmjXXgZ25iz0vz7rGDMNfOL+cFyXzp0O/Rd/FuLEBKg3Xy0+YOAcpLwU1rvbo/ft0vkgxYWw9h+BMnQQlItmQum+fgJf+xSMV94EjxRl5uYkzjJUkAflkvnQbr1GnDNNhVXbAOMP/wBa2kGGDkLw8w+DFBWK+95v/y4+3oh1uo25Pyg3XAn1lmugXncZQr97UtwDVUUIbxVFPItwDjp1ApRLLhLCp9h78LDB4to/dCxujKp3Xg+SmwN2pgrWxogxkxNE4JF7QYsLYc6YBONvz0dtF/jGp2Ft2Bp9bMuKQYuLoN5zM4wnXoiaq5VbroF21cXhD32D3/48Qt/7WXR/AhqUSy6CetNVUfegqP4umgN10RxwxtD1lR9GXevK5QtAy0uhLp4rMntt2QXe0CT+RusKAZRAu/92cd2cORuec0lJEQKffQh0xFBxXbR3ArnB8LNaD6S8FDnf/AzY8TMgY0eC5OdB//2TYTfc4Lc+CzpymOjLTybB3LQN1satIOWlUOZMg3L5QtCxI4Wov6kFCAag3XMTlMXzwCrOwfKbAcAj6rWX9R6jJReDlBSB1TZAmTMNdMggsNp6WDv2AcEgzHWbxLMXAbR7b4WyYBasrbthbdkNMnkc6OByGH9/If5DmchYNaXi79hxo6DMmQ79iRfC55kMHQRSXAg6bhTUK90zt13IEM4HmuWFRJLdcM4dbyyetu8Kgbd3iMksoImXRwENUFUQQsRDEmNiAoxph1sW2IkzsPYfAa+u6/7j0Oy1rSUQjgKqAlKYD/X6JYCug52uFG4ZpgWSnwcyfAjomBGgY0YI9zJ0O4CcOQvrxBnxUuD4aXelsEKB4kIhrBs5DBhUBrZ5B9DWJm6oBEB+XnfaMCb65eIgEQcliEotFjuVqSpIQbfzmkpBRgwDGVwGoqkgiiLazcsBb+uA+UKE3T8h4gsLECgLZooXEccrwM9W+xJ0kCnjhdtbe4d4EEjXVGvzxz2ZNUX88ZwbBAoLQEePgDJzMjBsCPjh4yBFBQj99+97N8gJgk6fBH62RryEcdovVQXygqCDysWhbusAb2t3Pu9UfFFDgkFw0xDnNFmLaycoFV9sGEZ6RRUEQGmJuLbaO8SXIV0hIC9XtBX5RxIhvX3w2wVp3T0wUFWQYYMAxsEjvo6ls6ZAvekqmKs2gIdC4FU14mW95PyEUqAgH3RoOYJf+hjMjVujgkR0wmiQoYPjXgD0OwV5yP3Pb8I6diraESA3B9qt18J4bqXztv1Ezn98A1Co+DIxgsCjH4P+f38VL8ZGDRNfQ40aBuTmQv+/9LkduKF94CaoV19iu67zez+Lus8FvvBhKFMnxpXjHZ1x+5YplMsWIPDA7bbrQr/+W5QriJ99yxR0wmgE/+UTtuv051+D9Xbvl9t+9i1j5OYg97+/bbvKbo7wum+ZJOdHXwMptknLaDNHeN23tEEpyNBBoCOHgowcBmXGZGm5LpF4ZPny5fj6178e/n3HHXfgpz/9qeftN23ahEceeST8+/LLL8fjjz/uefupU6e6ro8Ud/3+979HeXm557qzkZ73PJxz8Jp6sINHQcePBo35iNA6dgq8qhp01lRQG1EE51wEkhQFpLQIpKjQ0/sjbpgi2JufG/6AMK5MUwtYfSNodyDHDqu2HtZ7O0HKSkCGlIOWlYCWlSRsn9U1AB2dIMMGgx07LbYtj07tyTs6RXrdgjwQB7FhrGAmap2uAxazdW4FRNpzXtcgXvgHAuL9155DYJXnwA0DytSJUcFI6533wU6cgTJ3BpQY0Y8XuGGKv91zc+LfvRkGzFXvwFz3rnifEtBA506HduMS0CGD4vaLHTwG3hWCMnUCSHGRWB7SYW7YArS2Q7liIeig3tSqse8VWW0D+NkakKHlIIPLwZtbwQ4eE+/tugNEvvYtFBKCskAA5vr3YLy8GuAc2oN3Ql04J6b/Bsy3NoPXNUC55tLogLtT/aYpxnj3PvD2DlhbdwN5uVDmTnccH5H7z6uqYR08Jt5vTRkP3tImMi0MGyw+oD1dCeOfywFwqLcvhTpjsu/j4BdW3wh25CToqGGgo7ylofP6jph3hcAamkByc4RAzGEbzhhgGOBtHSBlJUBnF4ynV8D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       "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "az.plot_trace_dist(idata, var_names=[\"phi\", \"kappa\"]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Hence, the population mean batting average is in the 0.22-0.31 range, with an expected value of around 0.26.\n", "\n", "Next, the estimates for all 18 players in the dataset:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2022-01-09T12:14:58.524824Z", "iopub.status.busy": "2022-01-09T12:14:58.522831Z", "iopub.status.idle": "2022-01-09T12:14:59.534904Z", "shell.execute_reply": "2022-01-09T12:14:59.535903Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "az.plot_forest(idata, var_names=\"theta\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, let's get the estimate for our 0-for-4 player:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2022-01-09T12:14:59.560906Z", "iopub.status.busy": "2022-01-09T12:14:59.559905Z", "iopub.status.idle": "2022-01-09T12:14:59.805911Z", "shell.execute_reply": "2022-01-09T12:14:59.806912Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "az.plot_trace_dist(idata, var_names=[\"theta_new\"]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that, despite the fact our additional player did not get any hits, the estimate of his average is not zero -- zero is not even a highly-probably value. This is because we are assuming that the player is drawn from a *population* of players with a distribution specified by our estimated hyperparemeters. However, the estimated mean for this player is toward the low end of the means for the players in our dataset, indicating that the 4 at-bats contributed some information toward the estimate." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Authors\n", "* authored by Vladislavs Dovgalecs in November, 2016 ([pymc#1546](https://github.com/pymc-devs/pymc/pull/1546))\n", "* updated by Adrian Seybolt in June, 2017 ([pymc#2288](https://github.com/pymc-devs/pymc/pull/2288))\n", "* updated by Christian Luhmann in August, 2020 ([pymc#4068](https://github.com/pymc-devs/pymc/pull/4068))\n", "* run using PyMC v5 by Reshama Shaikh in January, 2023\n", "* Updated by Osvaldo Martin on January, 2026" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", ":::{bibliography}\n", ":filter: docname in docnames\n", ":::" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Watermark" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2022-01-09T12:14:59.812905Z", "iopub.status.busy": "2022-01-09T12:14:59.811907Z", "iopub.status.idle": "2022-01-09T12:14:59.850723Z", "shell.execute_reply": "2022-01-09T12:14:59.851721Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: Mon, 12 Jan 2026\n", "\n", "Python implementation: CPython\n", "Python version : 3.13.11\n", "IPython version : 8.29.0\n", "\n", "xarray: 2025.1.2\n", "\n", "arviz : 0.23.0\n", "numpy : 2.2.6\n", "pandas : 2.2.3\n", "pymc : 5.27.0\n", "pytensor: 2.36.1\n", "\n", "Watermark: 2.6.0\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -n -u -v -iv -w -p xarray" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ ":::{include} ../page_footer.md\n", ":::" ] } ], "metadata": { "_draft": { "nbviewer_url": "https://gist.github.com/08078792809cc29b522253957464d5b7" }, "anaconda-cloud": {}, "gist": { "data": { "description": "hierarchical_partial_pooling.ipynb", "public": true }, "id": "08078792809cc29b522253957464d5b7" }, "kernelspec": { "display_name": "eabm", "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": "3.13.11" }, "latex_envs": { "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 0 } }, "nbformat": 4, "nbformat_minor": 4 }