{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Acquisition functions\n",
    "\n",
    "An acquisition function dictates the exploration policy of the optimizer. In practice, there are many different acquisition policies and which one is the best might depend on your situation. This package comes with several acquisition functions out-of-the-box, but it is also very easy to write your acquisition function. This notebook showcases how to do that using various examples."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's begin with a few import statements and some function definitions we will use later."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from bayes_opt import BayesianOptimization\n",
    "from bayes_opt import acquisition\n",
    "import numpy as np\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import gridspec\n",
    "\n",
    "SEED = 42"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def target(x):\n",
    "    return np.exp(-(x - 2)**2) + np.exp(-(x - 6)**2/10) + 1/ (x**2 + 1)\n",
    "\n",
    "x = np.linspace(-2, 10, 1000).reshape(-1, 1)\n",
    "y = target(x)\n",
    "\n",
    "def posterior(optimizer, grid):\n",
    "    mu, sigma = optimizer._gp.predict(grid, return_std=True)\n",
    "    return mu, sigma\n",
    "\n",
    "def plot_gp(optimizer, x, y):\n",
    "    acquisition_function_ = optimizer.acquisition_function\n",
    "    fig = plt.figure(figsize=(16, 10))\n",
    "    steps = len(optimizer.space)\n",
    "    fig.suptitle(\n",
    "        'Gaussian Process and Utility Function After {} Steps'.format(steps),\n",
    "        fontsize=30\n",
    "    )\n",
    "\n",
    "    gs = gridspec.GridSpec(2, 1, height_ratios=[3, 1])\n",
    "    axis = plt.subplot(gs[0])\n",
    "    acq = plt.subplot(gs[1])\n",
    "\n",
    "    x_obs = np.array([[res[\"params\"][\"x\"]] for res in optimizer.res])\n",
    "    y_obs = np.array([res[\"target\"] for res in optimizer.res])\n",
    "\n",
    "    acquisition_function_._fit_gp(optimizer._gp, optimizer._space)\n",
    "    mu, sigma = posterior(optimizer, x)\n",
    "\n",
    "    axis.plot(x, y, linewidth=3, label='Target')\n",
    "    axis.plot(x_obs.flatten(), y_obs, 'D', markersize=8, label=u'Observations', color='r')\n",
    "    axis.plot(x, mu, '--', color='k', label='Prediction')\n",
    "\n",
    "    axis.fill(np.concatenate([x, x[::-1]]),\n",
    "              np.concatenate([mu - 1.9600 * sigma, (mu + 1.9600 * sigma)[::-1]]),\n",
    "        alpha=.6, fc='c', ec='None', label='95% confidence interval')\n",
    "\n",
    "    axis.set_xlim((-2, 10))\n",
    "    axis.set_ylim((None, None))\n",
    "    axis.set_ylabel('f(x)', fontdict={'size':20})\n",
    "    axis.set_xlabel('x', fontdict={'size':20})\n",
    "\n",
    "    utility = -1 * acquisition_function_._get_acq(gp=optimizer._gp)(x)\n",
    "    x = x.flatten()\n",
    "\n",
    "    acq.plot(x, utility, label='Utility Function', color='purple')\n",
    "    acq.plot(x[np.argmax(utility)], np.max(utility), '*', markersize=15,\n",
    "             label=u'Next Best Guess', markerfacecolor='gold', markeredgecolor='k', markeredgewidth=1)\n",
    "    acq.set_xlim((-2, 10))\n",
    "    #acq.set_ylim((0, np.max(utility) + 0.5))\n",
    "    acq.set_ylabel('Utility', fontdict={'size':20})\n",
    "    acq.set_xlabel('x', fontdict={'size':20})\n",
    "\n",
    "    axis.legend(loc=2, bbox_to_anchor=(1.01, 1), borderaxespad=0.)\n",
    "    acq.legend(loc=2, bbox_to_anchor=(1.01, 1), borderaxespad=0.)\n",
    "    return fig, fig.axes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Most (simple) acquisition operate directly on the estimates of mean and standard deviation of the GP. For this, all it takes is to implement a `.base_acq` function, which combines the `mean`/`std` values into an acquisition policy. One very simple such function could simple disregard the `std` and always opt to investigate the maximum of the GP `mean`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "class GreedyAcquisition(acquisition.AcquisitionFunction):\n",
    "    def __init__(self):\n",
    "        super().__init__()\n",
    "\n",
    "    def base_acq(self, mean, std):\n",
    "        return mean # disregard std"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "|   iter    |  target   |     x     |\n",
      "-------------------------------------\n",
      "| \u001b[39m1        \u001b[39m | \u001b[39m1.2141683\u001b[39m | \u001b[39m2.4944814\u001b[39m |\n",
      "| \u001b[39m2        \u001b[39m | \u001b[39m0.3240816\u001b[39m | \u001b[39m9.4085716\u001b[39m |\n",
      "| \u001b[39m3        \u001b[39m | \u001b[39m0.9616628\u001b[39m | \u001b[39m6.7839273\u001b[39m |\n",
      "| \u001b[39m4        \u001b[39m | \u001b[39m1.2141034\u001b[39m | \u001b[39m2.4945789\u001b[39m |\n",
      "| \u001b[35m5        \u001b[39m | \u001b[35m1.2213315\u001b[39m | \u001b[35m2.4836524\u001b[39m |\n",
      "| \u001b[35m6        \u001b[39m | \u001b[35m1.3813338\u001b[39m | \u001b[35m2.1554093\u001b[39m |\n",
      "| \u001b[35m7        \u001b[39m | \u001b[35m1.3904450\u001b[39m | \u001b[35m1.8852594\u001b[39m |\n",
      "| \u001b[35m8        \u001b[39m | \u001b[35m1.4018873\u001b[39m | \u001b[35m2.0042391\u001b[39m |\n",
      "| \u001b[39m9        \u001b[39m | \u001b[39m1.4018855\u001b[39m | \u001b[39m2.0045401\u001b[39m |\n",
      "| \u001b[39m10       \u001b[39m | \u001b[39m1.4018849\u001b[39m | \u001b[39m2.0046339\u001b[39m |\n",
      "=====================================\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1600x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "acquisition_function = GreedyAcquisition()\n",
    "optimizer = BayesianOptimization(target, {'x': (-2, 10)}, acquisition_function=acquisition_function, random_state=SEED)\n",
    "optimizer.maximize(init_points=3, n_iter=7)\n",
    "\n",
    "plot_gp(optimizer, x, y);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As we can see, the greedy policy is _too_ greedy and does not explore enough to find the maximum."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "What if our acquisition function does not depend solely on `mean` and `std`? In that case, we can intervene at a deeper level, and overwrite the `._get_acq` function. The built-in version of `._get_acq` is a higher-order function which returns a function accepting an array-like `x` and performing the following:\n",
    "1. Evaluate the GP mean $\\mu$ and std $\\sigma$ at points `x`.\n",
    "2. If applicapable, evaluate the constraint fulfilment probability $p_c$ at x.\n",
    "3. Return `-1 * base_acq(mean, std)` or `-1 * base_acq(mean, std) * p_c`\n",
    "\n",
    "An example of such an acquisition function is Thompson Sampling. If you consider a Gaussian Process as a prior over functions, Thompson Sampling works by sampling a function from this prior and then selecting the argmax as next point of interest. This is a somewhat noisy version of the greedy acquisition, which will encourage some exploration.\n",
    "\n",
    "While we usually find the argmax of the acquisition function through a combination of random sampling and gradient-based optimization, we will skip the gradient-based optimization here, as it is quite expensive and would require us to fix the multivariate normal. We can do this by additionally overwriting `.suggest`, specifically by changing the default argument of `n_l_bfgs_b` to `0`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "\n",
    "class ThompsonSampling(acquisition.AcquisitionFunction):\n",
    "    def __init__(self):\n",
    "        super().__init__()\n",
    "\n",
    "    def base_acq(self, y_mean, y_cov):\n",
    "        assert y_cov.shape[0] == y_cov.shape[1], \"y_cov must be a square matrix.\"\n",
    "        return self.random_state.multivariate_normal(y_mean, y_cov)\n",
    "\n",
    "    def _get_acq(self, gp, constraint=None):\n",
    "        if constraint is not None:\n",
    "            msg = (\n",
    "                f\"Received constraints, but acquisition function {type(self)} \"\n",
    "                + \"does not support constrained optimization.\"\n",
    "            )\n",
    "            raise acquisition.ConstraintNotSupportedError(msg)\n",
    "\n",
    "        # overwrite the base method since we require cov not std\n",
    "        dim = gp.X_train_.shape[1]\n",
    "        def acq(x):\n",
    "            x = x.reshape(-1, dim)\n",
    "            with warnings.catch_warnings():\n",
    "                warnings.simplefilter(\"ignore\")\n",
    "                mean, cov = gp.predict(x, return_cov=True)\n",
    "            return -1 * self.base_acq(mean, cov)\n",
    "        return acq\n",
    "\n",
    "    def suggest(self, gp, target_space, n_random=1_000, n_l_bfgs_b=0, fit_gp: bool = True, random_state=None):\n",
    "        # reduce n_random and n_l_bfgs_b to reduce the computational load\n",
    "        self.random_state = random_state\n",
    "        return super().suggest(gp, target_space, n_random, n_l_bfgs_b, fit_gp, random_state)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "|   iter    |  target   |     x     |\n",
      "-------------------------------------\n",
      "| \u001b[39m1        \u001b[39m | \u001b[39m1.2141683\u001b[39m | \u001b[39m2.4944814\u001b[39m |\n",
      "| \u001b[39m2        \u001b[39m | \u001b[39m0.3240816\u001b[39m | \u001b[39m9.4085716\u001b[39m |\n",
      "| \u001b[39m3        \u001b[39m | \u001b[39m0.9616628\u001b[39m | \u001b[39m6.7839273\u001b[39m |\n",
      "| \u001b[39m4        \u001b[39m | \u001b[39m1.0070261\u001b[39m | \u001b[39m-0.159783\u001b[39m |\n",
      "| \u001b[39m5        \u001b[39m | \u001b[39m1.0327122\u001b[39m | \u001b[39m-0.075615\u001b[39m |\n",
      "| \u001b[35m6        \u001b[39m | \u001b[35m1.3085636\u001b[39m | \u001b[35m1.6588374\u001b[39m |\n",
      "| \u001b[39m7        \u001b[39m | \u001b[39m0.9518282\u001b[39m | \u001b[39m1.0057953\u001b[39m |\n",
      "| \u001b[39m8        \u001b[39m | \u001b[39m1.0260256\u001b[39m | \u001b[39m5.8443843\u001b[39m |\n",
      "| \u001b[39m9        \u001b[39m | \u001b[39m0.8310726\u001b[39m | \u001b[39m3.0843178\u001b[39m |\n",
      "| \u001b[35m10       \u001b[39m | \u001b[35m1.3409715\u001b[39m | \u001b[35m1.7284422\u001b[39m |\n",
      "=====================================\n",
      "Adding GP samples to the plot... this can take up to several minutes.\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1600x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "acquisition_function = ThompsonSampling()\n",
    "optimizer = BayesianOptimization(target, {'x': (-2, 10)}, acquisition_function=acquisition_function, random_state=SEED)\n",
    "optimizer.maximize(init_points=3, n_iter=7)\n",
    "\n",
    "fig, axs = plot_gp(optimizer, x, y);\n",
    "\n",
    "print(\"Adding GP samples to the plot... this can take up to several minutes.\")\n",
    "\n",
    "x_reduced = np.linspace(-2, 10, 100).reshape(-1, 1)\n",
    "for i in range(99):\n",
    "    y_sample = -1 * acquisition_function._get_acq(gp=optimizer._gp)(x_reduced)\n",
    "    y_sample_argmax = (x_reduced[np.argmax(y_sample)], np.max(y_sample))\n",
    "    axs[1].plot(x_reduced, y_sample, 'k', alpha=0.1, label='other samples from the GP' if i == 0 else None)\n",
    "    axs[1].plot(*y_sample_argmax, 'r.', alpha=0.4, markersize=10, label='other argmaxes' if i == 0 else None)\n",
    "\n",
    "axs[1].legend(loc=2, bbox_to_anchor=(1.01, 1), borderaxespad=0.);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's push things even further!\n",
    "\n",
    "In some situations, you might be working in a setting where evaluations are not equally expensive. For example, let's say that you're running an expensive mechanical experiment, and performing the experiment is cheap, but adjusting its parameters is an expensive process. In particular, the further away it is from the current set-up, the more expensive it becomes. In such a situation, you could factor in the expense by running a specialized version of Expected Improvement (EI) called EIpu (EI per unit cost). Here we divide the EI by a specific cost function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "|   iter    |  target   |     x     |\n",
      "-------------------------------------\n",
      "| \u001b[39m1        \u001b[39m | \u001b[39m1.2141683\u001b[39m | \u001b[39m2.4944814\u001b[39m |\n",
      "| \u001b[39m2        \u001b[39m | \u001b[39m0.3240816\u001b[39m | \u001b[39m9.4085716\u001b[39m |\n",
      "| \u001b[39m3        \u001b[39m | \u001b[39m0.9616628\u001b[39m | \u001b[39m6.7839273\u001b[39m |\n",
      "| \u001b[39m4        \u001b[39m | \u001b[39m0.9616653\u001b[39m | \u001b[39m6.7839105\u001b[39m |\n",
      "| \u001b[39m5        \u001b[39m | \u001b[39m1.0206224\u001b[39m | \u001b[39m6.2150299\u001b[39m |\n",
      "| \u001b[39m6        \u001b[39m | \u001b[39m0.8162246\u001b[39m | \u001b[39m4.3517586\u001b[39m |\n",
      "| \u001b[35m7        \u001b[39m | \u001b[35m1.4016724\u001b[39m | \u001b[35m1.9847738\u001b[39m |\n",
      "| \u001b[39m8        \u001b[39m | \u001b[39m1.2149407\u001b[39m | \u001b[39m1.4942299\u001b[39m |\n",
      "| \u001b[39m9        \u001b[39m | \u001b[39m1.0164502\u001b[39m | \u001b[39m0.2826411\u001b[39m |\n",
      "| \u001b[39m10       \u001b[39m | \u001b[39m0.6101292\u001b[39m | \u001b[39m-0.816206\u001b[39m |\n",
      "=====================================\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABn8AAAOzCAYAAAB5yhMCAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjMsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvZiW1igAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3Qd4k+XXBvDTvVtW2XsjIIIoggqIIuLCrX/3/tx7D5a4RRE3LtyKCiKgDBkCCrL3nt1776bJd90PpLxJkzZJs3P/risXtE3evBnves5zzgkyGAwGISIiIiIiIiIiIiIiIr8Q7OkVICIiIiIiIiIiIiIiIudh8IeIiIiIiIiIiIiIiMiPMPhDRERERERERERERETkRxj8ISIiIiIiIiIiIiIi8iMM/hAREREREREREREREfkRBn+IiIiIiIiIiIiIiIj8CIM/REREREREREREREREfoTBHyIiIiIiIiIiIiIiIj/C4A8REREREREREREREZEfYfCHiFxi4sSJEhQUVHtbsWKFp1eJiMjpRo4cabKvoxOw39e+NzguOOu9tHfZRN6M+xHfUVhYKG+++aace+650qZNG4mIiDD57GbOnOnpVSQiIiIiqhV64r9EnpGZmSlbt26Vo0ePSkFBgVRWVkpsbKw0adJEEhMTZcCAAdK+fXtPryYREREREQUoBJ2vvPJKycvL8/SqkBMYDAbZtGmTbNmyRbKystTvWrVqpa49Bw0a5PFA7JEjR9T64VoZ18iAa2RcH3ft2lV69eolCQkJHl1HIiIi8n4M/pBH7N+/Xz799FOZM2eOHDhwoMH74yR3+PDhcu2118rFF18sUVFRbllPIne69dZb5auvvqr3PrgQNQZHu3TpIqeddppccMEFagaqpy9Sicj5MIv8tttuq/15xIgRDmdS4nHnnHNO7c+dOnVSg0vku8w/U0dt3rxZTjnlFKesE5Gnffzxx3LvvffWOcf68ssvHV4mrldwDVJaWuqENSRLGVXr16+XdevWqdt///0nGRkZJvc5fPiwdO7cudHPVV1dLe+++65MmzZNUlNTLd4HEw8feeQReeihhyQsLEzcBevz0UcfqWO/tXUzwnl/jx49ZMiQITJmzBh1a9GihdvWlYiIiHwDy76RW+Ek9oYbbpDevXurkgm2BH4gOztbfv31V7nmmmvUjKwXX3yxdgYUUaDNUiwuLpbk5GRZuXKlTJ06VUaPHq22qYULF3p69YjIj2CwVFvOyJcDRSyrRa6C7UL73cJ2Q55lqfTaL7/80qjAzXPPPWfy+JNPPlnef/99WbBggSxZsqT2hgF4YGnKhiG4c8stt0ifPn2kadOm6nz2+eefl7lz59YJ/DgLzp8RLHnyySfrDa6kpKTIE088IUOHDm0wCOPMoCXO519++WWbnhPXBPv27ZNvvvlGbrzxRvX+1Yf7KiIiosDEzB9yG1wc3XzzzVZLJcTExKjZSrih9BtS3HNzc0Wv15vcDwPfU6ZMURdcKBUXHx/vpldA5L1w8Td27Fg1uDBhwgRPrw4RERGR2+3du1dljZgrKSlRE8lwLWKvoqIiFZAwQrktPEdkZGSj1zeQIcDz9ddfu+35UNoNmZIHDx40+T0qSqCMGq45kV1UUVFR+7eNGzeqx/z7778uzapBcPHVV1+1+LfWrVtLy5Yt1Xrm5+er9w3fSUvBICIiIiJzDP6QW2BGEsrW1NTUmPy+b9++cuedd6qSVf3796/zuKqqKpXd8Oeff6oLNgR7jJD5g7+Td0IQgrMcG+emm26qM0iBCzuUxti9e7f89ttvqha4Ft5zlKq444473Ly2RER1s21cNRjlymX7MmRHf/vtt3Y/rnv37i5ZH7KNo6UcybasHyOU1nUk+IMAgPaaA8tg4Me1UOIYATtnQqaLNvCDz/C1116Tu+66S6Kjo9XvkN01Y8YMFYwxBoFQrvz222+X33//XVzh+++/rxP46dixozz99NNyxRVXqOCPFo59qJ6BgBSujxcvXqwmThIRERFZwuAPuRzqNmMgWhv4Qb+S6dOnqxJwwcHWqw+Gh4fLeeedp244OccFHVLhtUEgIn+FWYj47luD8oeYMXn33XebXPThYvHqq69mVhwRUYDBYGZ9xw0if4bMDUw401YVQE+ULVu2qJ+XL18uSUlJamDd3uxq88lr5DzoqYMyeuhjidvpp58uJ510koSEhDjtORAgwWRC7XMuWrRI9ZTVwnfm0UcflUGDBqkyaugPBPPmzVPfH2f0WNNCgAkl6LTQyxNBHWNAylqvH9xQNg/ZQJ988omsXr3aqetGRERE/oE9f8ilUOINfXqMJ86ArAScnCKrob7AjzmcpGNmFso5mDdxJQpUmH2KEohaKJfozjIaRERERJ72119/mfRKufzyy00yoZEx4cj5kXmfUU6ucY7OnTvL2rVrVUnvDRs2yEcffaQybPr162fXNaItMGFK65lnnqkT+NEaMWKEmkyl9cILL4grvrNpaWm1P6O8248//mg18GMJ+iXh9cyfP9/p60dERES+j8EfcimUoNJm6SCAg5T5xsyYi4iIkA8//FA1bkVmEFGgw8AG6s+bz3AkIiIiCtSSbzfeeKNcd911EhoaalL6zV7aHjDGzAtqPFSCGDJkiLq2c6Xt27erShTa7B7zbBtLnnrqKXVfI5RZQ9llZ1qyZInJz/i+JiQkOPU5iIiIKLCx7Bu5DLIPPv/8c5PfoX7ywIEDnbL8K6+80qFGnzt27FD1njGLT6fTSbNmzVQtZVx8mNdU9mbl5eWydetW2bVrl0r3x89oBIrZiJhJ17t3b+nQoYND2VroI4Na0ugtg/cIs8/Q5LRLly4qcIcZZq6WkpIiO3fuVI1XsR6Az6pdu3YydOhQl6wD3kP0mNqzZ4+qM47nwHuJ2X/aiz9vg0GICy+8UGXFaS907YXScf/8849679PT01W5DZTfwOtvaLvCBTEa0OL7g4tW9J3ANuXId9AabLNr1qxR65aTk6PKu2DgoFu3bjJgwAA1W9JRKAODWaeZmZlqe8JrwP7gzDPPbPR+Ae8LtqkjR46oBr1Yb2xTWF+U9sMMV9S2txfK0GAfgPcDs2YxuIXvKbYRvCcomaId8HIlbC/YXrHtYN+PbQnvIfYbKJ3Ss2dPlzwvXj8+N3wHMXiEz2rYsGFqu20s7HvQ0BuzyJG9imUPHjxYfV5E5B7Y9nB8wbkbjgE4x8FxBcclZ50HYL+PbR37ERxbkHGAYwv2W6eccor6vy9w17FYe9zE8+FfZNQkJiaq9wvn+Z4IjuD4il6IRthnowQizmXGjBkjCxYsUL/H+S3OdXB8t5W39RfDZ42MGXzWOObiHALnFCiXhnN1Z8NxFu8bzjcQCOvUqZNcf/314ivmzp1r8jOqUsTFxTX4ONwHZZS1QUV8x/r06eO0dcM5txau33wR9s/YH+A7kp2drUqQYp+A/QHOR50J16b4/uO4gH2d8biAXoCNCZzh/BzX1du2bVOvAefWmGiK7QvLR288TLZzdlYaERGRyxmIXOSll17ClVLtLTo62lBQUODWddDr9YaVK1caHnjgAUOvXr1M1sfSrX///oaZM2caqqurbX6OESNGmCzDHl9++aXJY/FzQ/bv32+46aabDDExMQ2+nrZt2xpuu+02w5o1axpc7l9//WUYPXq0ITg4uN5lBgUFGXr37m14+umnDUlJSVaXN2HCBJPHLV++vN7nx3v+559/Gu644w5Dp06dGlyHoUOHGubMmaM+Y1vdcsstJss5fPiw+j2+l48++qjV9zQ8PNxw7733GrKzsw2uZL5+eA9t9d5775k8NjY21ubXn5ycbLj77rsNTZo0qfPax40bZ/U58f4PGTJEfR4NbVM1NTUOvSd43Pfff28444wzDCEhIfV+JwYNGmSYOnWqIS8vz6ZlV1ZWGqZNm2Y46aST6l3u4MGDDXPnzrV73WfNmqW+pw1tp3hdAwcONEyaNMmQm5tb7zIrKioMr732mqFbt24NLjcqKsowatQow0cffWRwhb179xomTpyoPpvQ0NB616V169bq9dn62QD2Gda2B3wn6tun43u5atUqh17Xv//+axg2bJjVZfft29fw66+/OuUY4MhxAs/nKPP3FPvahp7P1pulZdX3GVpiz3tpy7LNj0O23rTvMY53xt/j+Ij9pb1w7MBxRHts1ul0Bmew5TO1F44N2mXi2GEPez5Ha+cK2NdNnjzZ0KxZM6v7zWuvvdZw5MgRh14j9v8ffPCB4eSTT673GIbnOfPMMw2ffvqpobS01GQZDZ2rWLtZOtdrzH7EVcdia9vEunXr1LHF2nN16NDBpvNZZ5sxY4bJejzyyCO1f/vhhx9M/nbnnXfatQ3Y89k68jjtd98afHZfffWVOiep77Pu06ePWg9bP2tr1yJlZWVqG+zSpUud50hISDC4g/nzGs9b7YXzFO1y8H2w1XfffWfyWJwfOBOuvbTLx/m8szlzX2Xu999/NwwfPrze88COHTsa3n77bbVft4W143tVVZU6B05MTLT4PBEREYbrrrvOkJKSYtf7U1hYaHj22WcNbdq0afA9iY+PN1x88cWGH3/80a7nICIi8iQGf8hlcHHSmMEDZ3j88ccdOtk966yzDJmZmV4X/Pn666/Via29r+eGG26wukwETxAcc+R9wmCIs4I/V155pUPrcMUVVxhKSkpseLctBz927txp80URBtwdvfB0dfDn448/NnlsZGRkg8vHa1myZIm6iLf2mi0FfxAsO//88+36nE477TRDWlqaXe/H7t271YCVvd8JW963tWvXWhzQqO92ySWX2PRdw8Xt5Zdf7tD3GZ+HNUePHjUZiLbnZk9A2xbz5s1zaD3atWunBg4dvfjHgC32Z7Y8FwZt7R2ARICqoQC48fbggw+q/SeDP/4d/MGAlfZv+I7Y66233jJZxgsvvGBwFn8M/mDg7pRTTrHps2rRooVh06ZNdgd4HRkMNd+feDr44+pjsaVt4t133613Iob2dtdddzk88cMR5kH7DRs21P4NgYy4uDiTAVz8zleCP/v27TMMGDDAruUh4JGVleXQtQiCqvVNjPGl4A+O05iAqF0OzqdshfdC+1hMFLNn4llDrr76apuv2bwp+IPr5JEjR9q1vJ49exoOHDjQ4PpaOr7n5+erQLwtz4Pt+48//rDpvdmyZYuakOHI+SwREZGvYM4quawE0ObNm01+d9FFF7l9PcxrdAPKhCBdH2UwUJ6iTZs2de6zevVqGTVqlCpd5C1QE/qWW25Rpbm0UD4K6fRnnHGGSq1HuSN70tHHjx8v77//fp3fo8QaSmlhuf3797f4Prn6s0K5ALw2fFZYF5SQMjd79mwZN26cStW3F8pwnXvuuSZ9qVDKAqXO8B1BqRAtlAu84oorVLkBb6NtFgvNmzdv8DHYRvHeGcvqGV8/SluhbBh6dJlDeQWUVbDUU6hjx47qsShlZv4dXL9+vSqxon2v67N8+XJV3s9S+Tp8L04++WSrz9WQefPmyTnnnKPKemmhtAPKOaBsCspumJdMw+OwX7D0XdW68847Zc6cOXV+j5Is2EaxTaF8Il6HrbAvQvkalFXTwmvHZ3bqqafWrrcjJeTsZek9QNlJlEnCuuCzQekZ888GJdTw/XG0Zj72gd99953J/hzfBZSWMy/NVFNToz4LfPds8corr8iECRPq7EuwLzSWLcFrNHrvvffk5Zdfduh1kO/Adw7la4y++OILu483n332We3/UQ5L24Ce6pYOwr5uy5Yttb9DKUtjyUXz3iAo03bppZeqkl+2QCN17P8tHYtwnoNtHfsTHM+8mbuOxVoff/yxPPzww2rfCtgf4lwJ50xt27atc/9PP/1Upk2bJu6wf/9+VXLKCMdCHIuMsK6XX3557c/4vlg6TnsjlCREOVOUOdXCOSrKUOHYj+OTdj8FKIuF8yiUr7IH3pvzzz9flb8yP3/B83hzGWRL8F0vKyur/Rnrb8/2jXMsXGsZlZaWSnJystPWz7wP7qxZs1SZPW+G7Q3nsitWrDD5PY5vuA7F/gfXjubnoyhXjO8k/rUHjrkov4dyjdrrHHwnsQ8y/+7jO4zrNVxLNFTyE9eB5tdQOP/HdRD2bbjh3Nb8OYiIiHyKp6NP5J8WL15cZ4bMoUOH3L4e999/v5rph9Jnv/zyi9XZjphlijRy87JXDz30kNdk/pjPwDvnnHMMK1assFg6BrMZMbMVs4u7du1qdRYZXndYWJjJcv/v//7PsGvXLov3R8mm+fPnG+655x4168+ZmT8XXXSRmsF73333GRYsWGC1xBrK3iE1H5kt2uVjdnZDzDNf8N4Yy2ONHz/ekJqaWuf1orydeXmNDz/80OBtmT8ouWCevdbQ8lu1aqX+xXuJ74p5mQTMsvv7778bzNDC7F7zmXx4L5955pk6ZSAwM7ehckeY2dm0aVOTxyHjDZl8yNQyV1xcrPY5KF2Hcnf1vW87duxQn7d22Weffbb6XpeXl5vct6ioSJWRMb5Pxhu+/9Ygq0V7X7x+fF+tlSbKyMgw/Pzzz4abb75ZrZe1zJ833njDZLkoeYF1s1RGDTNS8XkgGwyzwvH9dXbmD9YZs7+x3X7yySdqu7Q0wxvv4bfffqtme2rXH7P6G5o5az7z07i94nbBBReocpbaZeB7hfJH5jM4Tz/99AZfzz///FNnO0cZQayD9jlQ9unzzz83NG/evPbzxexPR48B3pj5g+Mkvoe4mWcV4LM0/s38tnr1aq/L/Dl48GDt+qG8l/b+1l4HbtqMAUCpVe1jUaLUVig9q30s3lNn8rfMH+N2jm0LWcnmxxZkXyKTyvzc5amnnmpwvbB/1pbfM84QR5liSxkF2L/+9ttvhuuvv149zvwcDd95fF+wXZh/xvV9vyydi9p7LumOY7H2/tjPGd87lBVD6UvzY+bGjRvrlDpFxkVOTo7B1Z5//nmT58Vn2tC1SX3bIl6b9jMz3wfgO2jtszX+3zzjD8uo73th6Xienp5uaNmypclysC9D2TKc+5iv808//VSnLOyFF15Y7/HW/BijPedBacWtW7ea3B+lt2zNqmgsZ2T+LFy40GQZyKC2l3mZWXyXnGX9+vV1XifOZV9//XV1Hu4MztxX4TwI+wDtcpBJj3NB8++wsaQ3zqfMzwHrKwFn6bhW37kZtgU8v/l1PEoO1/ce4prT/PiDbctSlj/2l7gGwfUm9p/t27e34xMgIiLyLAZ/yCXef//9OhfXnoABHNTxtRUGaLWloDAY21APDncEf3CyaR74sbWUBu6H3hyWoN69drkIgNgKJ9rO7PmDYJX5QEJ9Nm/ebNILAAMTDQ1wmwc/cMMyGipDNWXKlDoXLd4U/MEguPnrsvRZWnr9uMC0tTcKAqjmj//ss8/qfQwCeeaDdO+88069jzEfPMJg/rZt22xaR2yv+G5Ygu9Hv3796pRwaigIgaBYjx49TB5nrczQk08+aXK/L774wmArDJBZK9GCUj3aQBhK4tkK93VmiRJAMN+eXhvYtjEApX1vGho8Mr/4N95efPHFeh+H/Z15iReU9ahvH4k+PuaDZRjgsgav3Tzo48gxwBuDP7b0CXP0+dwd/HF02ZaCg+blRm2FwK72sQicOpP5+4CB2/oG82wJ2nky+GPcx+HYUR/zQUwMkNe3zWKgsXPnziaPwaSa+s5jzI8De/bssfi3xr5f9r5n7joWW9q/jRkzpk7vIy38zbw8GXrruRKOb+gpYnw+BPItTTjDvl7b0wMlPm3tDWLvOa0j+yhLMNFBuwxMcqnvew4Y7DYvgTd79myr97dWqs7Vn5stnBH8Qcls7TLOO+88u5dh3uMK+x9nwjpZ+gwQcEVPIPReWrRoUYPXpA1xxr4KE6DMSyKbByJtKYdc36Q9a+d/DZ2boTyiebAUAR5rtPfFpCpbS76DtYmSRERE3ojBH3IJnKSaz6TxFX/99ZfJuiNA4ungD2aza+/nrCaTDz/8sMlykYXgLI5cKNsLgx3a52hosMhS8APvbUMQNMAML1e9V9bWz5aBAgx0awc9cENGhqVBKkuvH9khtjIPymBWti2QVWc+4GxtxjEubs0HAW0N/DTEvOEzstxshXXQ9oKxlk2HHknawJqzmrpr+zJhMMgXYdBC+zpQ574+li7+LfWgsgQZe9rHvfrqqzbPCsbgIDKWGoKgqaXBCWdj8Mf9y7ZE238Mg+i2HAMwCKvNNGwoQOEIa4Nktt4sfQc8HfxpKChhNGTIEJPHYSKENZgVrr0vsvfs7UNnjbuDP+44FoP554JzDfQZaghm+psHjNx53o6+INY89thjNh8bPB38MZ/YM3bsWJsnciBjSNvjqL73xFLw57rrrjN4A2cEf5Ct78h5hBYCHI6eO9siOTnZJDBZ36179+6G22+/3fDNN9/YtD06c1+FYLk2ixBZaPVl8JgHhrUB+Pr2P5aOa7aem5mf0+EYbOl9wvHZ1qx+IiIiX8eeP+SyWuRaCQkJdj1+5cqV8tdffzV409b+dRbU/tX2t9HWEPcU895DlnqxeNNy3eW6664z6ctj72eFOumXXXZZg/dD7WfUjtbauHGjeAKuhdGjBzXgn376aVXTPikpyeQ+t99+u+pd0xDUPL/rrrtsel7Ufl+zZo1JzfSXXnrJpsc+9thj0qFDB5P665b6FIB5f4CnnnpK1Q13Bu2yUb/91VdftfmxWAf0RzKaO3dubd8Da9sUei3Y24/IGu1yfW071fbOGTt2bKP2rejLY4trr73W5OdNmzZZvS96uGi98MILEhcX1+BznHXWWTbtP8g//N///V/t/6urq2XmzJkNPgb9qbTbLvoH+er26y7o73P//fc7fTs3P7a88cYbLu9l6AruOhZb8swzz9h0Pj969GjVj82Wz8UZzLfFG2+80ep9zf/21Vdfibcy/86+8847qqeKLVq3bq163hnhegn9TWxl63fKV/rQajnSu0Xb78/SMhurffv2qkcT+ug05MCBA+q85aabblL7MBxXzHtYusoHH3xg0vf0zTffrNOHzRqcdz/66KMm+x97ehvZem42ZswY1Z/TCMfgH374we+ugYmIiOzB4A+5RHFxscnP9jYHxUA7Lh4but1www3iCmhWabR582bxNPNGutqG585c7rfffiu+BN8rNKF19LMyHziqzymnnGLyszObvVozadIkdaGvvSGYgMb2uEDE4JX5BSiaAk+fPt3m129rcOLvv/+us41iPWyBCypcpJoHeM1hQFXbPBZBt/vuu0+cITc3V9atW1f788UXX2wyOGULNEA2wvtu6fum3abQcHbevHkOr7O15eK9Mw/4+YouXbrU/j81NdWuRtQIwKHZtC3QGB7fH1u2V+13Dt9VBJVtdeutt9p8X/JtGDTWnst89tlnKhhfH9xHSzsYS5bh2GLrIJytx+WUlBTZvXu3SaNwV50/upo7jsWW4Pzjmmuusem+mJSjnbSB/XxlZaW46npj9uzZJq+xvvVEg3jtcWTPnj1qMo23QYP7hQsXmkxWsmVSj7VzFli1apVNj0OD++7du4u/qKioMPk5PDzc7mWYBzjMAwfOgAlZmBSDQAU+b1tgPb7++mvp06ePvP322+Jqf/zxh0mA8bzzznPLd9LeczMExKyd5xm1aNHC5Lswf/58NbmOiIjIHzH4Qy5hPjOntLRUPO3IkSNqsPzqq69WJ8mJiYnqZN58cB037azKnJwc8bQhQ4ZIfHx87c+40MXF7fbt2xu1XATQtB5//HE1syojI0M8aefOnSrwgUyLHj161J6gW/qs0tPTHf6sBg8ebPN9tUEm8LYLBLwXCJQsWbLE5lmNtl5cgvngiHZWna0ZdVqY4WgOMwC1F9QYpMHFpTOsXr3aZKDWns9ee2GupR1MtLZNYYBx6tSpUlBQYPfzWVsuvnvnnHOO/Pzzzypg5ml4bZ9//rncdtttMmjQIDUTFYPklrZX82wre7ZZez4zDBRoB0Stba+YeZqVlVX788knn6wylGw1YsQIm+9Lvg0ZD9rBJ8y+tjSgpN2fbdmyxeS70rNnT5evZ6dOndS+ztYbzo28iSuOy+YDjDh+2Tpb3du441hsbVIUgmbeds6E42BZWVntz8gubWgfbh74syWLz91wfq99z1x1ztLYc0NfYH5OXFVVZfcyzIOXjmQP2QLnSTjOYDvft2+fyv5CgLehLEWsH67hnnjiCXGV/Px82bFjR+3PON+zN7vd0e+kvedmI0eONPlZO/lLe56oPYdD9hTOrRctWqSCr0RERP6EwR9yCfMTNE8OlGNwD6V5unbtqspk/fLLL2qmHwYdbbkAaOygrTPgIgPrbn7Bi5NhzGB85JFHZM6cOXYHbZAloh1URir/yy+/rMqunH322TJx4kRZunRpnUwuV17s4kQcs/bx3L///rsaYEPWhi2D3PZ+VuaDE/Uxz15zxaw/e+Giq2/fvqqUCy6gUI4BZRUcycKwZTvSwnfPHgMGDDD52VLmysGDB01+dmSwwxrzC0yUk7MUnKjvdtFFF9Vb3hIQXNbOKkaGEC7GW7VqpWY8vvbaayoQZT4TtSFPPvmkyWd76NAhFQDGdxgDBR9//LFs27bNrResCOrjfTSWl8EAGrKhsB/SDsY5a5u1Z3s132atba/mpVKw77EHAkzaMkrk3+655x6Tnz/99FOr9zX/m60lNgOdK47Lrjy2uJs7jsXO3v+68pzJnpJv2uCPtnzaTz/95LLMJGeds3z44Yd2n7Pg/LChc5bGnhv6gtjYWJOf7T3/svT9NV+mK2Dy28MPPyy//vqrpKWlqWxplBzGOT+uaS3BZCNc57rC3r17TSZRIQvI3u+k+X7B1u+kvedmCDJpJ01iv2kpU/fFF180CWDhHPaCCy5Q2fbI7Mb+Ba+biIjI1zH4Q24J/mDw3h4IzFiaobp8+XK7loOZPrjQxclyQ+VZrHFkhpgrPPvss3L33XdbvEB89913a2eG9e7dW10s2FrG4vvvv69TYxoDyBigRvYNUvrxeQ4dOlQFhlw1Sxjp9hiQsbUEiSX2Xrw3Zuaeo98ne6A8CzJ5tDf0ukJmGur+o6wYZuHhYs/eciCgvTCyZcafFrKx7IHvkPYCy3x5li4C7R1sqo+9+yBbWApqYyYhSr2Zfx7Yj+Dzw3aMwCqCBphhiFmdttThxyAALujNPzMETzBwde+996p9HT6XK6+8UpUNcWWAEvto7BNQ770xg2b2PNYV26t58Mmeme2NeQz5JhyjMNtZm4VrafAKgVFtjwGUmMR2SZ7Zzl15bHE3dxyLLWlspoMrzpkwCQLnqtrsvEsuucSm7Dj0bNO+B7hO8CbuOmdp7LmhLzAP1DhSjcL8Me4I/phDQOLSSy9V5/wIaCNDxVJQBBUcXDERyJPfSUfOs7RjEXg/cM1kDufjKM9qXgoQ5+XoB4aMdlxX4/oagWWc33tDxj0REZG9ThTEJ3Ii89ImOLlD0EDbS8fVcJJ64YUX1jmxxCxJnOyhnjVOpNHEExe12lmASJ3HLHpvgvX75JNPVJBnypQpJhe8WpihhBv6vpx55plqcLm+Wa4YOEDABSe/qBeNTBtzyAhCaRDcxo8fL9dff7289dZbKpvBGVDa4KqrrjIJtOH1ovQEspMwww3ZBficzAcgcDJuTxNbX4LXbW89bXvY09zUvLeQvX288HliWzNeQFvKJjP/nTMvrl2RwWft4hqfGxpcY9vDbF3M1rQU9EDJKNyQ1Ydm8giu1tfMFuVsUBIRjZgRtLXUcBiDWBiQxg2lLTGr8YEHHrC5SbStkOFkXnYSGTAIaCHzCc2L8fnhM9cONKI2/TfffCPewvw9tCdzztFtwV7a3kXQmGCb+YxnNjh2LPvHOBEDnwW+z5hwoYWArHZ/hkC+q8oEUcNceWxxN3cci30FBme1QSX0gLJ2bmwOWTHacoBYlq09jdzBnecs5vztuGAe7EUPMHuZn8d5QwAZ2eSY5IhrXW0JUlwDrl+/XpUM95fvpDPOzbDvRIDYHAI8mMyECY84d7Y06RMZ7ei3ixvGMl555RX53//+Z/c6EREReQqDP+QSOIlCw9eamhqT+vfuDP5gIFU7Swkz57/99lubalk7cpLpLmPGjFE3lCtavHixOuFH8AYlAcz9888/KgCE143B2vou9JA5gBs+J5R6w3LReNR8phRO1LE8ZKDgPo5knJh75plnTAY08RnhQhyzrRri7EFtsn3mpD0z8TBAo81EsRTkMP+dpeCGo8y3aZRKNC/jZi9rZTeMz/fcc8+p7za2w2XLlqntBRl55hk5uNB877331PaMbbm+QQUEVRAERqDWuA3iMVu3bjXZ3xqbbD/00EOqQTgGo7FPdgaUY9QONOBz++ijj9SFcEP137Fv8SbmgwO2lqtzZ08782bujdkuzAd6bW0UTyfge44JIsb3EuXdzIM/LPnmXVx5bPHHY7EvwOvAZAItHOtwcwSyKDDA66w+g84+Z8F+5/bbb2/UMjHhLRCZX6ckJyfbvQzzx9hyfeIOCOR+8cUX6hpXew6IwKazgz/m30lM9sF5bmMgK9YWzjg3qy/oj88T2bqYQKW9tkZ1DfOsRUxmxSRIBN7eeecdu9eLiIjIExj8IZfACRaatSOQoK0NjOwOd8FgpxFm3C5cuLDewVpHahA3NvjgyMmstiY3sgVwM5a/wMAqZi3hxNU4mwoDyzfffLO6CDBvtGkJsoRwQzYCloFBZbx3eD/xfyNcJOPzxO/sbfhpPgizYMGC2p+RTYTns/WCwNaSJdQ45p8HAqu2fJ+025R2hp+lz9e8XGRWVpY4i3lpHJRwcGVWlRG2DWQa4jZhwgRVLgL7RXzHkb2jzbTDbE3UGMe+0pagxbhx49QNEKTFjGdsS8YLWCPUi0eZEPTncYYff/zR5GcEo2ydAWnPvtUdzIMfKGfnDaVQ6lvHxmQ6mm9TDP44dn6DjFMEPAHZeCjFiUkvxp+RJWuEsqr29ivwtMZOqmjMuY0ruPLY4o/HYl+AII8zyxBj4BwTm9CjzxuYn7NgX+2OcxZ/hDJ/CJIYg54ICqAHDH5vC9xXu0/D+Zc39frD9eBpp51mctyxlHHu7O8krq3d9Z105NxMe76Jc3Fbyhlif3jttdeqm/F5sa/BpCeUXtZ+D5Ddj+O+N2UMEhERWcOeP+QyxkFJo1mzZlmst+sKaGCrzYRB80ZbAz+4ODBvAl4f81Iu9vTZwMx8Z8Hrw+ziP//8UwVktK8XpX4++OADu5eJk2UE8dCnZMuWLWoQGRdQRug3g9mSjYHyWNoUewwi2zoYgYFzb2vS66/ML5K1gUBbmN/f0kU3Zi5qaYPHjWXewNhSeUN3QJadsbwEyh1iu9QGT7H9mjd6tgUualH6A8vDDFWUsdDC7ERn9VzQDjBgxrk9F74YGPcm5scF7NPsLYPiyCzixnx3cdxwZCDE0vvvzmxcf2KcdGEp08c868dSrz5v15jzGmef2ziDK48t/ngs9gVoxO5syDj3Ft5yzuIPEMxGyW8tVDawFbK3tbAsb6s6YH4sd0UA3pPfSXvPzRCw0445YD/nyGdm7KOJfQOWifNsLUysIiIi8gUM/pDLoISYNkUcM63effddtzy3+cxoe0qTIVXenmaO5jOJ7JmVjZrMroBZxjNmzDD5na110OuDfkMod+PM5Tbms0IpLXIPzF5vzHtvfn/z5QEaqWv3GZs3b1YZZs6A8hT1rY8n4EL0vvvuU+UjnLlNYVYqtn/tYADeR2ddqGu3WfROs7WcHC7EN27cKN4EAwLaMnvoY2RPdpKjJYbs0a5dO1Xur77BKFuZP86YrWKNeVanK5q2u4szX8uAAQNM9mHGyS3GHkDa8wNfnBXcmPMaBCadmZHhDMi8NN//O3PiiDu3E3cci70dricwGUkLk7bwvtt7wzFMO8DszGNUY74XKH+sPR9CsMK8ZxvZ7uKLLzb5ecmSJTY/1vy+l1xyiXgb8xJn5lk6zvhO4jxEu73s37/f5ZNfnHVuZkvJ94bgPUXGvrZcMCYScBIiERH5AgZ/yGUwI9y8PvWUKVNk27ZtLn9u85NZS80brUGDdnuYz5rEgLWtAySuHIBGrx/z5/PG5Tr6WeFxxrI75HojRoww+XnOnDlSWFho02MRTNUOiFpanjEr5txzz639WafT2b091jeAri29dPDgQZVl4w1csa2GhobWqffurH2Adpu1Z9+KuvTeOHil/S7iu2pe1s7ds88tMd9e7FlHo127dtU5/g4fPtzlPZG8hbNfizb7BwNvGBRC2VXtABUCu+bP6wuQ4ZuYmFj7M743tjbm1pbc9RboddK/f3+TUmlo3O0s7txO3HEs9nYov6Tt24QAlqNZjNddd53L9umN+V6Eh4fLqFGjTPYxX375pdPWLdBceumlJj///PPPNvX+Qm833Le+yhaehnMy86CltVKQjd1XoZKG1vvvvy/uYO+5mXkWn7P2cwkJCSbXEjguels5YyIiIksY/CGXmjhxokldZAwU4gR8z549Ln1e84atts6kR6+NuXPn2vVcyFbQwgxgW0yePNnuUir2MB/odVZdd2cv19HPCoEflKIj9+jTp48MGzas9mdcNKOHjS2Q8YdSjEYYpBk9erTF+5o3Tn/jjTfUjD9nePLJJ01+fuSRR2weNHMlX9lWLW2zKCOG0mcNQf15lLrzRpYmKWDApyHYV/3222/iDijpqYXBKFsnGhg988wzdbLhtLN4bemVYk9JVG/j7NeCngDabQrl3sxLvpl/br5Ee26DHmK2zJTH/vT1118Xb2R+bEEPtPT0dKdlSmkzIF25nbjrWOzNzAd2be05Z0vwBz3z7JnU4Mp9jvk5Cz5n7edHtkOpNvTF0W43OL9sCO6jzapBoPGkk05y6rohgIuSYo7Cd1Zb6hzGjBnjkn3Vo48+qiYXGb333nuqfLc72HpuhnLk2smVmMzQmH2Eu86tiYiIXInBH3J59g9mgWJGvxFOcDHTHTN47C2NgR4ZtsCMJ8z015ZXa2g26rp161QTZ3uh2aX29SH401AA47PPPrNrthQu2NHLw54ZWm+++abJz6eeemqd+9x///0yb948mz8HpLZPnz69weXaA4/HDEcjzJxuqBb3/Pnz5bHHHmvU85L9zEv+4bvw9ddfN3gR9vzzz9cJupiXnjBC5o+2RA++c5hpaGsACDPwrAUFb7jhBunbt6/J/mTs2LF1Lpobmn2IgSdrA5x4DntKgWFQFfuD+rYp9ABCGU17yrZhn7dixQqTZtG29j1riHbgEYNk6AnWUP8PlFyxJUjkCeeff74aUDXCgDAGBOsr/4njmPmgoSth1qp24ArNya+66io5dOiQTY9/8cUX1b5ey5bG5trtxTjj3lc5+7VgQOnmm2+u/RkDYMuXLzcJnphPDvEl5r0Nnn766XrPQTBAioCYu8oA2eumm26Sbt26mWT/4PwtJSXFpscjgL13716Lf8M5YM+ePWt/xjEI2aW+fCz2Vtj3ao9tWP/GlFbEfsE8KwznmM6AygCxsbG1Py9dulQd822FzEztID6OpThe2TOBDpkJmKSA7TfQYdKd1muvvSYrV660en+cy5mf6yEA4WyYdIj9B8oAI0PXHjjm4PxQC+fQ1jLhGruvwnnkHXfcUfszJjHi/G7NmjV2rTeCM/b2w7Pl3AznydrjMtxyyy3qHNjSOmBSjD3XAAjUad8vBALNe+QRERF5JQORG3z55ZeG4OBgRBhMbgMGDDBMnz7dsGvXLouP0+v1hkOHDhk++ugjw5lnnlnn8Z06dbL6nM8++6zJfcPDww2vvPKKobCw0OR+ycnJhueff94QERGh7hcZGWno3LmzyWMbcs0115jcPyEhQb3myspKk/tt27bNcMMNN9Ter1u3biaPw2Msefjhh2uXe/PNNxtmz55tSEtLs3jfzZs3G6699lqT5eK937BhQ5374v03vo+PP/64Yfny5XXeH6iqqjL8+eefhlNPPdVkua1btzaUlZVZXI8JEyaY3BfLtuZ///ufyX3j4+MNn3zyiaG8vNzkfvv27TPce++9td+lli1bGpo3b27T9wFuueUWk+c5fPiwwVZYf+1j8fqczXz9nP0cjXn9RldeeaXJMoKCggz/93//Zzh48KDJ/fD9xDYYGhpqcv9hw4YZdDpdvc9x9OhRQ7NmzUweh+3yiSeeMOzevbvO/UtKSgyLFy823HXXXYbY2Nh637c9e/ao7Ui77KZNmxrGjx9v2Lt3r8XHZGRkGObNm2e4++67DYmJieoxeC8tMS67T58+apn//vuvobS0tM79sN3MmjXL0KNHjzr7REvbtHE7Hj58uNpnbt++3eL7mJWVZZg6daohLi7OZLnYhzjLokWL6uyLsV86cuSIyf2KiooMn332mdpPGO+H98XW/UJjtznsD2zdN6xcuVJ9l7XPh/0d1gHHISN8ll988YWhRYsW6j74frdr186u44Wjdu7caYiOjq6zr5w0aZLhwIEDFr9j2G/jO2P+ed166602PWdmZqYhLCzM5LGXX3654fPPPzf88ccfhiVLltTeVq9e3ejPcMSIETa/l/Yue9OmTXWOi3gfvv76a/U+aV+LpeOlJTh3MX9vjTect7iD+fvQ0HfdVjk5OXW+b0OHDlXvoxaO07/++mvtto1zrfbt29v8OdpzrmAOxzDtY63tl43wuRrP9bTna1OmTKmz/4L8/HzDb7/9ps5R8LqsnaNpz9OMt7Zt2xomTpyoztdwfNJ+vyydv9nz3XfXsVh7f6yfu883LMH+TrvcUaNGNXqZL7/8sskyL730Uqd9T8eNG2fyuJ49expee+019b3Sfidwy8vLs7gP7tChg8kysF3i+7ZlyxaT45MRloPlPfLII7WPre/zw/dau/z6vueuOraZvxfGm/l+9dtvv7V4P0vHH0vOP//8OueW06ZNMzlPwznlO++8o/6mve+FF17oktdvvq2cdtpphjfffNOwdu1adf1lDr/7+++/1XmX+XlLSEhInX20s/dVOLcYOHCgyTKwf8HxdM2aNYbq6uo6jykuLjasWrXK8Nxzzxl69erV4LHK0nFNe262YsUKk+8+PrMZM2ao83nt41q1amVxu4I5c+ao++AcZ+zYsep8FdcBlrappKQkw4svvljnfAjfEyIiIl/A4A+5DS50mjRpYnWgBIO2Xbp0USe9gwcPVieHMTExVu+PwTcMQFmTm5tbZwDCeILat29fw+mnn66ez/zEGSeP9l6EY9AA62/pNWEwd9CgQSpQof0bBuTwXLZccJmfqBtvGIjGaznjjDMMp5xyitX395lnnrG4XGPwx3wAAe8b/oblnnTSSXUugIwXGPPnz7f6nthzoYyBSwximj8Hnvfkk09W3wnzzxLPj8FHewZ4Gfxp/GAMtitL3xvcEDTFZ4WgpqVgL7Y3SwNsluDCztr3GdsS1gHP1bVr1zrP1dD7tmzZsjoXiNr9Sr9+/QxDhgxRg5nGYI/5raHgj/l3Fd9NXCxjudi3mV9AGgd0Nm7caDX4Y36LiooydO/eXb0PuOE5zPdnuCHAhECMM2EQxNI64fMwvkYMlmr/dv3119u1X3Bn8AcmT55s8TUhwIx9OPa1eM+1f8Ogsb3Hi8b4+eef6wxea7eL/v37q2MbvhfW7odjj6WApDW33367xeWY3yy9x94U/AEMFNvyWuwZ6LYUXMO2bGkihS8Ff+Ctt96y+P4g4Il9Ds4PzLeJjz/+2K7P0Z3BH/jpp5+sbht4XdjWMbjYsWPHOvvT+gbFMWho6VzJ0s3Scuzdj7jjWOzoNuHK4I/5pCmcRzcWAmbaZeL4jIkUzvie4lzG0nHZ0s3aMjFxzDwAZLzhnAPbIY67OEa1adPG7n2ap4M/5t8VR2627vcwmQfff/PHYz+G98/aNQ++d+bfCXe8fpxH4bPH+SO2aQQPLZ0/Gs81v/vuuwafr7H7KuPESZxvWHoMrt179+6tvpO4D67fLG0D9gR/EHgZPXq0xXMzS8ch3LCfRwDLGmPwx/yGyVN4n3EuhfEIBMcs3e+ss85qMIBORETkLRj8IbfCzBlkpdh6IWTphkFbZABgRmZDMPsJs35sWS4ukN9++231OEcG8xYuXFhnlqy1GwagCgoKbL7gshb8aeiGCwFkH1hjbeDAls8Awbz62HuhjGwCSwE0SzdctPz444/qcQz+uH8wBt9d84uwhm64aLWWrVbfbFDzTBFbbra8bwg4Yp0c+f5j//XCCy/YHPyx5YZBR2QJWWIt+GPLDTP1MdjhbNj/4sLY1vW47rrrVCakNwd/APtLW49PDz30kHqMO4M/gJm1GJi297uAY9x9991ncSZxfRA4tGV794XgT2pqqhosaui12DPQjcE288ffdtttBndxZfCnpqZGZVTa+v3CDHrw5uAPYAa6pclBDd0aGhRHcNaW8xhnBH/ccSx2dJtwVfAHGZraZWIQHEEwZzA/npnP6G/M9xTZutYG7G1dJgIPY8aMsfs7a7zddNNNVpcdSMEfQODTnusfTK7D9aur4NrTPFvb3huCU8jasVVj9lXabJsbb7zR4Wv6s88+267jO/Z3CLjYsmy8n8jYr4+14I8tN2QHIpuJiIjIV/hWoWfyeR06dFC9ftDDAjXLbe1B0apVK7nsssvUY1HzF/1sLNXvNTdw4EDZuHGj6uWjbXCpFRQUpBrerl27VjWydBTqcqNvEPqTYJnWGqVPmzZNFi9eLAkJCXbVqcZrx+vAe9gQ1BjHfdEQvL4m6+gBgd5DF110kU3vZ9u2bVUDWvRKGTdunDgT6pijT8kll1xi9T5oMoo+F1u3blW9Bcgz8N3Fdxj9mU4//XSr33fo16+ffPnll2r7atOmjV3Pg1ra6PXz+eefq225vufB9o1eNOiNZd4PwRL0fsD2+vvvv8uoUaNM+k5ZW/7QoUPVtoia4i+99JLF+2GZaBCM3kUxMTENrkf37t3VstBLAsu31qj4n3/+UTX70Q9I22zXGrwX6AGBx2H/6WzYX6BWPnrJ1LcvQz+F77//XjUkbug99gbYX65atcrqZwHoD/Trr7+qXmyegIbT+/fvl08//VR9Hxrq2YHee7feeqvs2LFDbR/aHnW2iIuLU/1CFi5cKLfffruccsopqpG5vcvxBjiGYV/0888/y/XXX6++n/gu27JNWYNjEppoa911113iD/DdmjFjhsycOVP1UrQGPSbQq+/hhx8WX3DWWWepbWjq1KnSq1eveu+L/RZ6A33zzTcNNg3HdwHnR+glgnNCnK/hfKy+Y5cvHIu9BfrtmZ83Yl/kDOafLb7zzvLggw+q657x48er8w3sh6Kjo+36XiQmJqp9MI67OE9u6PwCy8Z5E3qabNu2rcGeUIEEvZhwroZ+PvgsrMHfcD7333//2XTt5Shce6KfE67JHnjgAXXOZ0svLpyXjhw5Up0j4/iOa1lbOWNfhe8g9ovoG4Ttx5bryN69e6vjBI4X9fVbsra/Q5+eV199VVq0aGF1f40eYOidhF5E9cG175IlS+Shhx5S+8eGXjveb7zH+JzQp0nbz4uIiMjbBSEC5OmVoMCGYA4uTNDEFY1Q0UAcg01NmzZVg1ZoxIoT9cZCI3icaOJ5iouL1Ulrly5d1CBpy5YtxZkyMzNVo1A0kUQTZFyc4mQeg3bWglD2QONhNHw9fPiwes8qKyvVhSTeL2Pz2oiICLuWiV0BLgQwIJKUlCRFRUWqqTg+CwStsP5oEuqO5sD4TmAAFo2Y0WAaA2sYJMdnZcvFBbkXvu+4kMvIyFDfR3xeCDgMGTKk3gFDR54HTWXxL5oyY8AW+4kePXqoAenGfDfwPcOgGJqVY9loYosLO1xgYnAQA/62BHO0sP1gwAfbFLZZ7HcA21S7du3UOmMfZC/sU3bu3KmazuK9wM94L3BhjIA6BnwwUOQuFRUV6nPBa8Xnj4tvDJqcdtppJo2Ffc2hQ4fUdwL7cTQYxn5w8ODBJs3BvUFhYaEanMJ64ruL4wG2BRwPEEC1ZVCDHIftEPsg4+k0jsEYiPM3eH2YUIJbTk6O+hkDhjguO7If8yY4L8Tkk6ysLLUPw/kTztuw78d+2t59v78fi8nzcExCAAPXAdgecR6A7ynOiXDcxb7fnklmgUqv16tJgphUhu0fcE2I7X7QoEFuueaxpKSkRE0KwmQjBIaM54/YpnF8x74Jx/bIyEjxpvdy06ZN6loS30lcR+LaFOuLCVf4Ttp6brpixQo555xzan+eMGGCTJw4sfZnnU6nzjsxQcy4r2vfvr16jKPXAjiXMp5b4z3HdQGOBVieM64ziIiIPInBHyIiIiIiBzz33HNqJrIRsnt9JQOGiIjI2zQU/CEiIiL7sOwbEREREZEDs++/+OKL2p+joqLkpptu8ug6ERERERERERkx+ENERERE5EAPEpTaMkLfA2f1ICEiIiIiIiJqLAZ/iIiIiIjsgKDPCy+8UPsz+io98sgjHl0nIiIiIiIiIq1Qk5+IiIiIiMjEX3/9pf5FE+gdO3bIe++9Z5L1c/XVV0v//v09uIZEREREREREphj8ISIiIiKqx+jRo63+LSEhQd5++223rg8RERERERFRQ1j2jYiIiIjIAbGxsTJ79mxp166dp1eFiIiIiIiIyAQzf4iIiIiIbBQRESGdOnWS888/Xx5//HHp3Lmzp1eJiIiIiIiIqI4gg8FgqPtrIiIiIiIiIiIiIiIi8kUs+0ZERERERERERERERORHGPwhIiIiIiIiIiIiIiLyIwz+EBERERERERERERER+REGf4iIiIiIiIiIiIiIiPwIgz9ERERERERERERERER+hMEfIiIiIiIiIiIiIiIiP8LgDxERERERERERERERkR9h8IeIiIiIiIiIiIiIiMiPMPhDRERERERERERERETkRxj8ISIiIiIiIiIiIiIi8iMM/hAREREREREREREREfkRBn+IiIiIiIiIiIiIiIj8CIM/REREREREREREREREfoTBHyIiIiIiIiIiIiIiIj/C4A8REREREREREREREZEfYfCHiIiIiIiIiIiIiIjIjzD4Q0RERERERERERERE5EcY/CEiIiIiIiIiIiIiIvIjDP4QERERERERERERERH5EQZ/iIiIiIiIiIiIiIiI/AiDP0RERERERERERERERH6EwR8iIiIiIiIiIiIiIiI/wuAPERERERERERERERGRH2Hwh4iIiIiIiIiIiIiIyI8w+ENERERERERERERERORHGPwhIiIiIiIiIiIiIiLyIwz+EBERERERERERERER+REGf4iIiIiIiIiIiIiIiPwIgz9ERERERERERERERER+hMEfIiIiIiIiIiIiIiIiP8LgDxERERERERERERERkR9h8IeIiIiIiIiIiIiIiMiPMPhDRERERERERERERETkRxj8ISIiIiIiIiIiIiIi8iMM/hAREREREREREREREfkRBn+IiIiIiIiIiIiIiIj8CIM/REREREREREREREREfoTBHyIiIiIiIiIiIiIiIj/C4A8REREREREREREREZEfYfCHiIiIiIiIiIiIiIjIjzD4Q0RERERERERERERE5EcY/CEiIiIiIiIiIiIiIvIjDP4QERERERERERERERH5EQZ/iIiIiIiIiIiIiIiI/AiDP0RERERERERERERERH6EwR8iIiIiIiIiIiIiIiI/wuAPERERERERERERERGRH2Hwh4iIiIiIiIiIiIiIyI8w+ENERERERERERERERORHGPwhIiIiIiIiIiIiIiLyIwz+EBERERERERERERER+REGf4iIiIiIiIiIiIiIiPwIgz9ERERERERERERERER+hMEfIiIiIiIiIiIiIiIiP8LgDxERERERERERERERkR9h8IeIiIiIiIiIiIiIiMiPhHp6BQKNXq+XtLQ0iYuLk6CgIE+vDhERERERERERkU8xGAxSXFwsbdu2leBg++a219TUSHV1tcvWjShQhYWFSUhIiKdXgzQY/HEzBH46dOjg6dUgIiIiIiIiIiLyacnJydK+fXubA0YZGRlSUFDg8vUiClRNmjSR1q1bM+nBSzD442bI+DEenOLj4z29OkRERERERERERD6lqKhITa42jrPZwhj4admypURHR3NwmsiJEFwtKyuTrKws9XObNm08vUrE4I/7GQ8sCPww+ENEREREREREROQYWwM4KPVmDPw0b97c5etFFIiioqLUvwgAYVtjCTjPs68oJhEREREREREREZEPMfb4QcYPEbmOcRtjXy3vwOAPERERERERERER+T2WeiNyLW5j3oXBHyIiIiIiIiIiIiIiIj/C4A8REREREREREREREZEfYfCHiIiIiIiIiIiIyAtLaNV3mzhxokfX7bfffvPY8xNRw0JtuA8RERERERERERGRX9DrDZJfVuXRdWgaHS7BwfX3R0lPT6/9/08//STjx4+XvXv31v4uNjbWruesqqqS8PBwB9aWiHwRgz9EREREREREREQUMBD4OXXKXx5dh40vnCfNYyPqvU/r1q1r/5+QkKCybYy/O3jwoPzf//2frF27VkpLS6VPnz7y6quvynnnnVf7mM6dO8sdd9wh+/fvV1k6V1xxhcycOVM+/fRTmTx5suTm5sqYMWPk7LPPVj8XFBTUPnbu3LkyadIk2bVrl7Rt21ZuueUWef755yU0NFQtFy6//HL1b6dOneTIkSNOf4+IqHFY9o2IiIiIiIiIiIjIh5SUlMiFF14oS5culc2bN8sFF1wgl1xyiSQlJZnc76233pIBAwao+7z44ovyzz//yD333CMPP/ywbNmyRUaPHi0vv/yyyWNWrVolN998s7oPgj+ffPKJChoZ77d+/Xr175dffqmyk4w/E5F3YeYPERERERERERERkQ9BQAc3o5deeknmzJkjv//+uzzwwAO1vx81apQ8/vjjtT8je2fs2LHyxBNPqJ979uwp//77r8yfP7/2Psj4eeaZZ1S2D3Tt2lUt/6mnnpIJEyZIYmKi+n2TJk1MspOIyLsw84eIiIiIiIiIiIjIxzJ/EMBBuTcEYdD/Z/fu3XUyfwYPHmzyM3oGnX766Sa/M/9569atqgwclmm83XXXXSrLp6yszIWvioiciZk/REREREREREREFDCaRoernjueXofGQOBnyZIlqqxb9+7dJSoqSq666iqpqqoyuV9MTIxDgSVk/6BHkLnIyMhGrTcRuQ+DP0RERERERERERBQwgoODpHlshPgy9O659dZb5fLLL68N2Bw5cqTBx/Xq1atOjx7znwcNGqQyhBBUsiYsLExqamocXn8icj0Gf4iIiIiIiIiIiIh8SI8ePWT27NlyySWXSFBQkLz44oui1+sbfNyDDz4ow4cPl7fffls9dtmyZfLnn3+qZRiNHz9eLr74YunYsaPKJgoODlal4Hbs2CFTpkxR9+ncubMsXbpUzjzzTImIiJCmTZu69PUSkf3Y84eIiIiIiIiIiIjIhyB4g4DLsGHDVBBnzJgxKmOnIQjWfPzxx+rxAwYMkIULF8qjjz5qUs4Ny5o/f74sXrxYTjvtNDnjjDPknXfekU6dOtXeZ+rUqarsXIcOHWTgwIEue51E5Lggg8FgaMTjyU5FRUWSkJAghYWFEh8f7+nVISIiIiIiIiIi8uvxtYqKCjl8+LB06dKFPWssuOuuu2TPnj2yatUqT68K+Thua96FZd+IiIiIiIiIiIiIAsRbb70lo0ePlpiYGFXy7auvvpIPP/zQ06tFRE7G4A8RERERERERERFRgFi3bp288cYbUlxcLF27dpXp06fLnXfe6enVIiInY/CHiIiIiIiIiIiIKEDMmjXL06tARG4Q7I4nISIiIiIiIiIiIiIiIvdg8IeIiIiIiIiIiIiIiMiPsOwbERERKTq9Xg5VVEhOdbXoDQZpGhYmXSIjJTokxNOrRkREREREREREdmDwh4iIKMBlV1XJn3l5sr64WKr0epO/hQQFSf+YGLmweXPpFBnpsXUkIiIiIiLyGi+9JDJhgsikSSIvvujptSEisojBHyIiogCF7J75ubmyKC9PdAaDxfvUGAyypaREtpaUyMgmTeTKxEQJC2bVWCIiIiIiCuDAz/jxx/5v/JcBICLyQhy9ISIiCkBFOp28lZwsC3JzrQZ+tHCP5QUF8mZyshTqdG5ZRyIiIiIiIq8N/BjhZ/zewzp37izTpk0Tf7FixQoJCgqSgoICT68Kkc9i8IeIiMjLVOv1sr6oSL7NyJB3kpNlanKyfJ6eLsvz850SeMmpqpLXkpLkYHm53Y89WlGhgkb51dWNXg8iIiIiIiKfDvy4KQCUnJwst99+u7Rt21bCw8OlU6dO8vDDD0tubq74g5EjR8ojjzxi8rthw4ZJenq6JCQkeGy9iHwdy74RERF5CZRY+ys/X5VhK62pqfP3dUVFMis7W06Pi5NxLVpIs7AwhwI/yN4paEQQKauqSt5JSZGnO3aUmJAQh5dDRERERETk84EfIxeVgDt06JAMHTpUevbsKT/88IN06dJFdu7cKU8++aT8+eefsnbtWmnWrJm4W01NjcrMCXZRWXAEuVq3bu2SZRMFCmb+EBEReYHMqip55ehRmZ2dbTHwo+3Ts7aoSCYeOSIr60t/x8UJTsI1s8+KdTp5NzW1UYEf7fp+kJqqAlZEREREREQBHfhxYQbQ/fffrwIhixcvlhEjRkjHjh1l7Nix8tdff0lqaqo8//zztfctLi6W//3vfxITEyPt2rWTDz74oPZvBoNBJk6cqB4fERGhsogeeuih2r9XVlbKE088oR6Hxw8ZMkSVXjOaOXOmNGnSRH7//Xc56aST1DI+++wziYyMrFOaDVlJo0aNUv9HdhLWCcuNjo6W/v37qyCW0a233ip///23vPvuuyqYhNuRI0csln379ddfpW/fvuq5UeZu6tSpJs+L373yyisqSyouLk691hkzZtT+vaqqSh544AFp06aNWm9kUL366qtO+JSIvBODP0RERB62t6xMlWFLqay0+TGVer18l5kpX2Vk1A3AGC9O8PvjFx86vV4+SktTWTvOgrJxv2RnO215REREREREPhv4cUEAKC8vTxYtWiT33XefREVFmfwNWTE33HCD/PTTTyqwA2+++aYMGDBANm/eLM8884wKwixZsqQ2cPLOO+/IJ598Ivv375fffvtNBWKMEBRZs2aN/Pjjj7Jt2za5+uqr5YILLlD3NSorK5PXX39dBX2QfYTnR0AIy9ZmBGGd8DeoqKiQU089VRYsWCA7duyQu+++W2666SZZt26d+juCPshsuuuuu1SZN9w6dOhQ573YuHGjXHPNNXLdddfJ9u3bVSDrxRdfVEEpLQSEBg8erN4DvG/33nuv7N27V/1t+vTpKng1a9Ys9bvvvvtOBYyI/BXLvhEREXnQrtJS+TA1VaodzKD5t7BQ9QG6t21bCTNm+lhoQLqzpEQO3n67ONuy/HzpEx0tJ8fGOn3ZREREREREPhX4cXIJOAReENjp06ePxb/j9/n5+ZJ9fFLemWeeqYI+gDJx//zzjwr4jB49WpKSklTA6LzzzpOwsDCVFXP66aer++JvX375pfoXGUGALKCFCxeq3yObBqqrq+XDDz9UASYjBGO+//57ueOOO9TPS5cuVdk6V155pfoZGT9YltGDDz6oAloIwOD50dMHmU3ICqqvzNvbb78t5557rgr4GF/frl27VMAL2UNGF154oQr6wNNPP61e//Lly6VXr17q9fXo0UPOOusslVWEzB8if8bMHyIiIg85Ul4uH6elORz4MdqJAFJamtRMnmz14mTAG2/IhR9+KK7wTWamlDihlBwREREREZHXmDDBs4/XMGb2NAQZNOY/7969W/0fmTzl5eXStWtXlWUzZ84c0R2/jkMmDTJ2EFCJjY2tvaEc28GDB2uXhyDNySefbPIcyPBBiba0tDT1M7JpLrroIpURBFjuSy+9pLKM0JsIy0XwB4EYe+B1ILilhZ8RIMNzGGnXDwEeBJSysrLUzwgSbdmyRQWCUPIOpfSI/FlAB39Wrlwpl1xyiYpoY2eAdEdbIXIeGhoqp5xyikvXkYiI/FNBdbV8kJamyrc5Q+c335SQBi4uxk2f7pIAUJFOJz+z/BsREREREfmTSZM8+3gR6d69uxqzNAZwzOH3TZs2lcTExAaXhVJqKHWGzB2UkEN2zPDhw1U2T0lJiYSEhKjSagiOGG9YPsqyGeFxWB+t0047Tbp166bKxSG4hKCSseQbIDMHy0AWDjJwsNwxY8ao/juugKwmLayv/vh196BBg+Tw4cMqGIV1RRm5q666yiXrQeQNAjr4U1paqtIUtc3PbIHUxZtvvlmlGhIREdlLbzDIjPR0FTRxBgR0ENixhasCQGuLimRPaanTl0tEREREROQRKC+G6gqOwOMaWfINmjdvrkq2IWCDYIVWRkaGyrK59tprawMya9euNbkPftaWjEPwBhPh0fsG2Tro8YOsn4EDB6rsGWTIIOCkvdVXis0IwR6sy7x58yQ4OFhl/mgn0I8bN05uvPFGNQ6LzKN9+/aZPB4ZRdrsHUvwOrAsLfyMbCUErmwVHx+v3rNPP/1U9SZCvyL0ViLyRwHd82fs2LHqZq977rlHrr/+erVjsSdbiIiICObl5spBsxN3VwV+UBwgyEIASF9jkIUP3i/O9FN2trwYHS3BZjPBiIiIiIiIfJIxgGNP7x8nBX6M3n//fRk2bJjKlpkyZYp06dJFdu7cKU8++aTqp/Pyyy+bBEPeeOMNueyyy2TJkiXy888/y4IFC9TfZs6cqQIsQ4YMUf11vv32WxUMQt8bBJkQwMFk96lTp6pgEPoIoX8PyqhpgzmW4LETJ05U64JMmoiIiNq/ocfOL7/8Iv/++6/KUkLvnszMTDnppJNq79O5c2f577//5MiRI6osHMrDmXv88cdVlhGydhC8QeAK7w0CY7bCc7dp00a9PgSp8P4guGUsUUfkbwI688cRaHJ26NAhmeDEup1ERBQ4DpWXy0InzSo6/933awM/yCH6U0QeEpEyzX2miEiciJwhIv8nIj8e//vlH7wng558XfIyym2uH92QtMpKWVlQ4JRlERERERER+VwGkJMDP8bgyYYNG1TGDMqUocTa3XffLeecc44KgGgDJQiQ4L4IbiBQhGAHgkaAAAeyXdAnBwGdv/76S2XqIPBjHPNE8AfLQE8cBJDWr18vHTt2bHAdkSF0+umny7Zt20xKvsELL7ygyq1hPUaOHKmCLVi21hNPPKEm2SMghBJ2lvoBYRmzZs1S5eX69esn48ePl8mTJ6s+PraKi4tTwbHBgwerQBKCTX/88YcKBBH5oyCDs0Z8fBzSI1GT0nzno4UGYmeddZasWrVKpRQioo3MH9SqtKayslLdjIqKilSNzcLCQpVmSEREgUOn18uUo0clvZG1jctLquXApjxZffdIyRaDvCEi34iIsevOOtRdPv7/p1Bj2ezxCAZddfxvFzw9X+KahUuPU5tLYvuYRq2XWnZIiLzctatE8OSZiIiIiIhcBONrCQkJNo+vVVRUqF4vyJqJjIx07Elfeqn+DCAXBH6IfI1TtjVyGo7M2AhpkSj1NmnSJBX4sdWrr76qDkbGGwI/REQUmBbn5zcq8KOr1sv+TbmyenaSpOzKlPM7nCTdkLp+PPCDFp/3YUaX5jG49Nh5POPnCaTTi0gxZnWJSL+gYNEV50pxXpVsWpIuGxenSUlB4wJTxTU18ld+fqOWQURERERE5FMZQAz8EJEXYuaPjZk/BQUFqi6ltoGYXq9XpXLwu8WLF8uoUaPqPI6ZP0REBPnV1TL+yBGp0usdenxBdoVs/ztTyoqrpbogQzJ/fF5qCjPV34YglV5EkMwf1sBycNBHi8y7m7aTo627S+KlT5r8PTgkSHoObi4d+yTUNg21V2RwsLzatatE29F0k4iIiIiIyKszf6xlADHwQ1SLmT/eJdTTK+ArcCDZvn27ye/QUGzZsmWqaRm+0JagwZm2yRkREQWmX7OzHQr8YJLBoa35cnBLnhina4TGtZCQ6GMXOM3Pu0tu16XJxXO/sGl5COdk3/eAdDj3RtFvz5GK8mO/1xVlS+G/P0rTUXfKnv8Mkp1cKv2Ht5KIKPtPFSr0elmWny8Xt2hh92OJiIiIiIi8mjHQg37gkyYx8ENEXiuggz8lJSVy4MCB2p8RlUT/HjRKQzOzZ599VlJTU+Xrr79Wjb/QTEyrZcuWKoJp/nsiIiKtoxUVsqEYxdbsL/O2fWWmZCWVir66QoJCwyUoKFiCQkKl5eXPSft+baT3sA6yMTJE5naKlXHTpze4zLkPPSQL77tPlX/rdFKCpB0olv0bcyXzp+lScWSzVKbvl5ZXjpdcaSH/zU+Rgee1kbim9k9iWFpQIOc1bSqRzP4hIiIiIiJ/g4APgz5E5OUCOvizYcMGOeecc2p/fuyxx9S/t9xyi8ycOVPS09MlKSnJg2tIRET+YHZ2tiq3Zo/ykmrZvDRd9eNBX57sXydLZJeB0nTErZKQGCH9LhsksZqgzB/33SeD4uKkw8sv1xv4wf2MUNatXY94adU5Vjbq7pLtbz8n1VmHJOObx6TlVRNFpKv8tyBFBoxsLYntY+xa/7KaGllVWCijmzWz85UTEfmOIp1OkioqJKOqSvJ0OimpqVFZnsjzDA8KkpiQEGkaGiqtwsOlQ0SEtAgP9/QqExERERFRgGDPHy+vSUpERL5tb1mZvJ2cbNdjSgurZMPCNKko04muOEcyf3hOdPlpEhydIMPe+UF6n91FgoNN+/F0jIyU5zp2lKApU0zrTx+X8+KL8vwNN9T7vEmbDsiyh++TquwkCY6IkZbXTpGINj0ErX9OHtFaWneJtet1YMDz5a5dJcTB3kFERN5Gp9fL7rIy2VpSov7Nqa626/HxoaHSJzpaTo6Jkf6xsRIRHOyydSUiIvJnHu35Q0RWcVvzLrzaICIicqF5OTl23b+koErW/ZlaJ/AT2qSVjP70GzlpRNc6gR+4skULlcmjSg+g4ajW5MnSYvJkOS0urt7n7jiou1z5648S3bmv6CtLJeunF6Qy44DqNbT17wxJO2hf6bp8nc6hcndERN4mvbJSfszMlKcOHZL3U1NVZqO9gR9jptB/RUXyaXq6PHnwoHydkaEyh4iIiIiIiJyNwR8P2Vda6ulVICIiN2T97C8vty/w80eKVJXXSE1ZoWT++LwK/IQ1aSUXzZwpnU7tafFxJ8XESO8YTVk2YwAIwSD8e7wW9VWJiQ3OMo9r2Uyu/GmmxHbrpwJAuQveEYO+RlC3Dv2H0g/ZF8xZmp9v1/2JiLzJofJyeT8lRSYeOSLLCwqktKbGacuu1Ovln8JCefnoUXknOVkOlJU5bdlEREREREQB3fPHkz7NyFDpqT2ioz29KkRE5CJ/5uba1eNnw6JUqa7Ui766UrJ/fUl0eakS1qSlXPrdN9K8W0eLj0MO0OUtWtjUgLRJWJhc0KyZzG0gGykqIU4FgBY+OkFC+10tQcEhtX/bvipTwiJCpEU7245fRysq5GB5uXSLirLp/kRE3iCzqkp+zc5W5d3cYU9ZmbqdHBsrVycmSkv2BiIiIiIiokZi5o+HoBEsSkYcsWNGOBER+Q4EPdAPwhZVFTWyYVGaVJYdm1FecXiTVKbtkZCoOLl45mdWAz8wKC5O9fux1flNm0rzsLAG7xcRGyuXznhLup3RrfZ3aBNo0ItsWZYuhTm2lylazuwfIvIR1Xq9zM7OlklHjrgt8KO1raREPTdKhtawNSsRERG50a233iqXXXZZ7c8jR46URx55pFHLdMYyiMhxDP54UIVeL9NTUyWtstLTq0JERE62OC/PpvvV6PSyaUmalBWd6B0R3XOodLzhORnz4QeS2NtyqTcIDgqScZayfuoRGhwsV9j4GPQQ6nV6C+nYJ0FK96yW7DkvqxJwNTqDbFqSrrKVbLG5pESKdTq71pOIyN1Qdm3y0aOyKC/Po4EXncEg83Nz5ZWjR3mdQERERCoog2sz3MLDw6V79+4yefJk0bn4Gmv27Nny0ksv2XTfFStWqPUrKChweBlE5HwM/ngY6oa/m5IiuQ40jCUiIu+UV10tm2yYMY5Mmp3/ZElhjungXmyTcBn11A3Sfujp9T7+jPh4aeVAaaDB8fE2l2HDCXznniGSt3CalO9fK4Wrv6/NVtqyLEMFr2wZyERfCyIib6Q3GFQ5zLeSkyWrqkq8RUplpQoArTQbRCEiIqLAc8EFF0h6errs379fHn/8cZk4caK8+eabde5X5cRzmWbNmklcXJzHl0FEjmPwxwsU6HQyLSWFs6KJiPwEmoJjMLEhh7fnS/qhY0GiquwjkvHDcxJSky+nnt9WwiNO9NmxJCQoSC5q1szhdbwqMdHm+0Y1aybDJ09W/y9c85OU7V+r/l+UWyk7/slSQayGrCostOl+RETuVKTTydvJyfJHbq544x6q2mCQ7zIzZWZ6uuj0DQfbicg5EzT3l5WpiSsowYht8NO0NPkwNVU+SE2Vj1NT1Tb5c1aWyvTeVFyssvRsOfcjInJURESEtG7dWjp16iT33nuvnHfeefL777/Xlmp7+eWXpW3bttKrVy91/+TkZLnmmmukSZMmKgAzbtw4OXLkSO3yampq5LHHHlN/b968uTz11FN1rtfMS7ZVVlbK008/LR06dFDrgwykzz//XC33nHPOUfdp2rSpmkCI9bK0jPz8fLn55pvV/aKjo2Xs2LEqoGU0c+ZMtU6LFi2SPn36SGxsbG3gi4jsF+rAY8gFMMsQPYAeww40mDE5IiJf7um22oYsl+zkUtm/8VhpOH1lmWTPeUV0+Wmi2/yNRN55WoOPHxYfLy0a0RC8a1SU6heEAQtb9Bx3qWRt2ya7vvtWcuZPlTa3vithTdtKxqESSWgRKZ37Nqn38TnV1bK3rEx6x8Q4vM5ERM7uzYbBXEzE8nZriooks7pa7mvbVuJCeQlH5OyM7Z2lpeo85VBFhcNVOUKDgqQ9BkOjoqR3dLT0io6WcF7bE/mE0tJSq38LCQmRSE2P1fruGxwcLFGaCgvW7hvjhGsiPE9ubq76/9KlSyU+Pl6WLFmifq6urpYxY8bI0KFDZdWqVRIaGipTpkxRQZRt27ap0nFTp05VgZYvvvhCBVnw85w5c2TUqFFWnxNBmzVr1sj06dNlwIABcvjwYcnJyVHBoF9//VWuvPJK2bt3r1oX7fughaAQgj0IXOF+CCZdeOGFsmvXLgk73pu2rKxM3nrrLfnmm2/Ue3rjjTfKE088Id99912j3zeiQMMrBy9ypKJCzSi6r1071ceBiIh8z39FRVJWU1PvfdArZ/uqzNqf8/76WAV+ohJbyYiXJto0uHBh8+aNXtfLW7SQLSUlNs9UHfbM05K9c5dkb9kkOb+/Ka1vfEOCQsJk34YcadoyUhIST1wUWfJvURGDP26asZxaWSkZVVWSXV0thTqdlNTUqMAkvpk4w8BEk5jgYEkIDZUWYWHSOjxcOkRESCwHlSlAbC4uls/T01Vmja84VF4uryUlycPt20vLRgT/iUikoLpa/isulg3FxZJUUeGUZaLMLa7pcfsrP1/CgoKkT0yMDI6Lk1NiYznJk8iLIbvEGgQmFixYUPtzy5YtVXDCkhEjRqjeN0adO3dWwRFzjamIgMci2IPMmAcffFCys7NVMOmzzz5TQR349ttvRa/Xq98hCwe+/PJLlVGD9Tv//PNl2rRp8uyzz8oVV1yh/v7xxx+rZVqzb98+mTVrlgowIesIunbtWvt3ZBcZ3x88jyXGoM8///wjw4YNU79DQAfBo99++02uvvrq2uAV1qdbt27q5wceeED1OCIi+/EK38tsLy2VH7Ky5IZWrTy9KkRE5IAVDfRm0NcYZOuKDKmuPFa+p2TncindsUwkKFhGT3tblVhryLCEBGl2fFZUY2Dw8OyEBPnbxn4SwWFhah1/vuRSqcrYLwWrvpWmI28Tg17Uaxo6roOEhVsvV4cso/+1bClRIfWXtCP7INiIGcu7y8pkf3l5o3qWJIaFSc/oaDkpOlr6xcRIJD8r8kMr8vPlx6wsryzz1hBkUb6ZnCwPt2sn7TWzkInINrtLS2VZQYHsKC11eZk2BJe3lZSoGwI/p8XFycgmTaQDt10icsD8+fNVkAqBEQR2rr/+etX35/7775f+/fvXBn5g69atcuDAgTq9dioqKuTgwYNSWFioyqgNGTKk9m/IDho8eLDVwNSWLVtUFhQCXI7avXu3eh7t86LkHErV4W9GKAdnDPxAmzZtJCsry+HnJQpkDP54ITR1xeDL+Y3o5UBERJ6ZlY0G3fXZtzFXCrOP3ac6P03yFn+o/n/q/fdJ61NPtS3rx4nHh4ubN5e1RUVSaWMvidjWrWXkKy/LkgcfFEONTl0cYDZZeYlOdv2TLSePbFU7u8zSIAhm2J5tZSYY2a6ipkY2lpTIuqIi2Vde7rQBLGQKZRcWqj4H+K4hADQ0Pl5Ojo1lVjL5hQW5ufK7hRm4PtenKCVFHmnfXjpyEJmoQThX2VhcLH/m5TV4nuYqlcfLAuOGSRYXNGsmfZkNTeQ1SkqO9WG1BAEPrfqCEChRpqXtsdNY6Knz0UcfqSAPevsgiGKtjBxez6mnnmqxTFqiHb1ftayVcXMFY/k3I1xfsn8skWMY/PFSs7OzpWVYmJxiFqUnIiLvtaqBXj85qWVydOexLBuDvkZyF7wjhqpyaXXqYBl47702PQeyfpo6IevHKD40VM5t2lQ1O7dVl9Gj5Yrf5srBgzFSkHWiVErGkRJJPBQjbbtZP3Yh0MTgT+N6lCzPz1dBNFeXq0L5GpQFxK1JaKiMaNJEzViOZjYQ+ajfsrPV4K+/lHd8JyVFHmvfnlkERPVAZiyurT0V9LFkX1mZunWOjJTLWrRQpeGIyLPs6cHjqvvasqzu3bvbdN9BgwbJTz/9pEqwoa+OJcim+e+//2T48OHqZ51OJxs3blSPtQTZRcg4+vvvv2vLvmkZM49q6imBjt5CeB48r7HsG/oWoU/QSSedZNNrIyL7sOisl8JwzhcZGZLspPrDRETk+kwMDMhbU1VZIztWn+jzU1NWKPqqcgmNipZRb7wuwTYMqDs768doTNOmEmPngH6L3r3k5BGtJDQ82GQW1u612VJRZr15+sHycslpRFmyQB68mpqcLK8cPaoav7u7T0mBTidzc3Lk2UOH1AB6Q32tiLyNPwV+jLAdvpuSIhleNKhN5C2yq6rk/ZQUmZ6S4lWBHy30BpqWkqK24zQvXUci8k033HCDtGjRQsaNGyerVq2Sw4cPq14/Dz30kKSkpKj7PPzww/Laa6+pXjt79uyR++67TwrqKQeO/kW33HKL3H777eoxxmWiDxB06tRJZeigPB36EFnKpurRo4dap7vuuktWr16tytPdeOON0q5dO/V7InI+Bn+8GFLDP0xLk2Kd9UE0IiLyDuuKi6XKSuk0BEd2/5stlWUnBsxDY5vJyPe/lou//kri2rXzSNaPEfq6jHUgqBQVGyadu1VL1k/PS/mhjep3uiq97FydZTUt33A8+4ds703w6tGjavAKs4Q9rUKvVwPoLxw+LEvz813eL4HIGZDZ6G+BH6Pimho1eJxfXe3pVSHyCjgu/ZmbK5OOHFH9dH3BrtJSeenoUfk5K8vmMrxERPVBz5yVK1dKx44d5YorrlAZN3fccYfq+WPMBHr88cflpptuUgGdoUOHqv5Al19+eb3LRdm5q666SgWKevfurYI4pcf3tQjgTJo0SZ555hlp1aqVPPDAAxaX8eWXX6qSdBdffLF6Xlw3/vHHH3VKvRGRcwQZWDTRrYqKiiQhIUFu3bBBwmNjbXpMj6goebRDBwlhrX0icrFqvV5KampUVgH2ObEhIapBLTUMA/SYwWlJ+qFi2fb3iawfaN42Sk49v63V/jjm8Hm81KWLNHfRSTE++xcPH5Z8OyccrH3jDdn2xRcSEtdC2t7xgQRHHCtt0PfMltK+p+USA63Dw2VSly5OWW9/hRnAP2dnqwEhb9Y2IkJubNVKurmxBjiRPVbk58sPAdAgGNviUx06SBTLMlIAS6+slC8zMlSJVF/VNDRUHVf72ThWQBTIjONrhYWFVkubaSHwgWyVLl26SCRLphK5DLc178KePz5gf3m5zMrKkv+1auXpVSEiP5NSUaFmRWI/k1xZqZpIm0M5sDbh4dIlMlJ6R0dLr+hoCWNAqM5AvbXAT1VFjez570Rz8aL1cyVIXyFnv/aYzYEfGBYf77LAD+Azvah5c/k20zRI1ZDBDz4oh5cskeLkZMlf9rk0H/uQ+v3e9TmS2CFaIqLqnmpkVFVJUkUFG5VbUF5To8qr/V1Y6BNZNfjuv5mUJOc0bSqXt2gh4dw3kBfZVFwsPwZA4Me4LX6cliYPtW/PCWMUkFYVFMhPWVluL4vqbJiE815qqpyZkCDXtmzJSVhERETUKAz++IgVBQXSKTJSlfwhImoMlJNYXVioLpLTbei9gqbSB8rL1W1Jfr5EBgfLKbGxclZCgvSIjnbLOnu7fwsLrf5t77ocFQCC6rxUyf97pkhNtWSsPVW6XnCBTcvHQN7Y5s3F1TDQsDg/X7Ls6MkTGhUlI195RebddJOUbFss0b3PlqguA1X5t33rc6X/cMsTF9YXFzP4Y2bj8YFqS0FYb4ZhtmX5+SpL6c42bdh8nrwC+ot9kZ6uvp+BYk9ZmdqH3MAJYxRg57WYuLLOz0rK/lNYqMq93tW2rRoHICIiInIEp5H4kO8zM9VMaSIiR+j0elmcl6catiOb0JbAj7WeH+jZ8lZyskw5ckQNWAdyBVFkZ/xXXGzxbzmppZJ28Njf8B7lLf5ABX7an3WWdBkzxubnOMPFWT9GwUFBcqkDQaY2p50mfW+4Qf0/b8mHYtAd+27hteemW+5TsyHAvzda6O33cWqqzEhL87nAj3lG12tJSfJ3PY1iidwhp6pKPkxN9fkMAEesLChQpe6IAmVbfz0pye8CP0bZ1dXyRlKSmmBBRERE5AgGf3wILmBRzqGs5kTDcCIiW+wpLZVJR4/Kr9nZKpPHWVAqDgPWU44eVY3pAxGyHSwN2Ouq9bLz3+zan0t3LpeKo9skJCJSzpo40eaSbwjIXNismbjL4Lg4aR8RYffjTnv0UYlKbCm6/HQpXPtz7e93/Zst+pq6A7B51dVymBMaZEtxsWpKvbmkRPyBzmBQk1W+yshQAWcid6uoqZH3U1NV/7pANSs7W2U+EfmzA2Vl8mpSkqRWVoo/w3EV5ew+S0uTKh5XiYiIyE4M/viY3Opq1cSSs6WJyBYYfEWWz7SUFLtKedkrpbJSPQeyFwqqqyWQIAvKkgObcqWi5FhQqKa8SPKXfab+f+oD90t8+/Z2Zf20CA8Xd0FQ6rIWLex+XHhsrAx77ln1/7J9a8SgPzbwWlZULYe251vN/glU1ShTk5EhH6WlSbEfDlKjFOLUlBSV1UTkLjg//iIjw+HMVn9RYzCoiRnc/shfbSgqkndSUgIqyItyucgCyg+w82wiIiJqHAZ/fNC2khLVd4OIqD4IwqA029L8fLf1PED2woQjR2R1gJR9Qp35rRYynopyK+Xo7hN9gApWzBR9eZE07dFDTr71VpuXj6yfsW7M+jHqHxsr3aKi7H4cehiNfO116fXYBxIUHFL7+8Pb8qW0qMpiM/ZAnMyQXlkpryQlyap6ekX5g0Pl5aoMXGaAD8ST+/yRlydb/SSLrrEKdDr5HD2PAnAfS/5teX6+fJaerjJiAg0y7pHtdJSZ00RERGQjBn981JycHDWoQkRkSXJFhbo49ERZLfQE+iYzU/VbKPHzWcdbSkrqlODAQNvutdlijLjpinOkdNcK9f+zJ02SYDt69wyJi5OWbsz60brcgewfZA31vGyc9BveXkRT1Q5l3/atz61z/3ydTo4E2ADG+qIitW2m+XmZGqOc4/0KjvCchdxQgnNeTo6nV8Or7C4rk4V5eZ5eDSKnmZ+TIz9mZbltUpM3KtTpZGpysuxgoJuIiIhswOCPDzcYx4wn9v8hInP7y8pUxg9m/XoSZl+/dPSoX/cdsNRgOP1QiRRknQhohMa1kDPe/EaGPf+8tB40yOZlq14/zZuLp/SIjpa+MTEOPTa+eYR06BkjRRvnib6yTP0uK6lUctOP/V9rU4AMXuC4jRKMOHYjYyyQoCwPyvNg30TkqkzXL5Dl4ukV8UK/5+Zywhj5hd+ys2Vebt2JJIEI5xEfpKXJWj/PICYiIqLGY/DHx/v/YHY9EZHR3rIymZ6aqrJvvAECUAhELfPDUpWlNTWyy2wwW1ell73rTWeeR8WFykmj+0u/m26ya/no9eOprB9t9o8mgccuSd9Okfy/PpHCtbNqf7d3XY4Y9IY6pd/8Hb4r76akqBKMgQr7JOybsI8icsWEKH/sneWs9+eLAAw6k/8Ffv5kFludbXtmRoYqg0dERERkDYM/Pg6DZoHSW4OI6oeZvR+kptYpQ+YNF6c/ZWXJ1xkZovOydWvs/hevTevg1jypKj82AFlTViiVGQek9+mJEhJq3+EWWT8XeaDXj7kOkZFyalycQ4/tfdWV6t+i9b9JdUGG+n9xXpWkHiiuUxYsxY9Lv6G/z6tHj8oeBj3Uvun91FTZx/eCnOiP3FzZz8yWemVXV6vjMJGvlnpj4McynIWiDN4ivj9E5GdQSv3uu++WZs2aqdLiW7ZskZEjR8ojjzxS7+M6d+4s06ZNE2+2YsUK9ZoKfHwsF6/ht99+8/RqkA1CbbkTebdZ2dmqPE8rD88QJyLPDjC/l5rq1TN7/yksVANQ97ZtK9EhIeLrNphlrJQUVMnRnSdO4ApWfyclW/6UlKYPS8t77rFr2UPj46WFl+zTx7VoIZtLSqTGzsbKnc45R9oOHSppa9ZIwfIvJPHy59Tv92/KldZdYiU0LNikd1L7yEjxN7tLS+WTtDQp9+Lt0lMBoEfat5euUVGeXh3yg0kPCzjoafMx+JTYWDk5NtbTq0JkM2TMstRbw2ZnZ6sJSWM9WC6YyNf93969bn2+T3r1suv+xcXF8uKLL8qcOXMkKytLBg4cKO+++66cdtpptfe59dZb5auvvjJ53JgxY2ThwoXq/5WVlXLnnXfK3LlzpXXr1vLhhx/KeeedV3vfN998U5KSkuS9994TT8M6z5w5UwVKunbtKi1atJDZs2dLmB39c73VsGHDJD09XRISEmx+DD5bBIsYbCFHMPPHD2CwF+UczGegE1FgKNLpVODHF3qAYcY/mr+jbKWvv+f7zGaa70FJs+O74aqsw1KyZSGmLNnV5wdCkfXjRRfvKD13th0nptqZQMOefVYkOFjK9v0rFUnb1O+RGXV4u2mJEgSX/HGgFWXOGPixfN6CfVZaZaWnV4V8GM9/7fddZqZPnCsQwX9FRfIzM9Zs9ltOjixmMJzIbyFos2TJEvnmm29k+/btcv7556vATWpqqsn9LrjgAhVYMN5++OGH2r/NmDFDNm7cKGvWrFFZNddff73KsIHDhw/Lp59+Ki+//LJ4g4MHD0qbNm1UoASBqtDQUJUFFOdgVQpvEh4erl4Trpfdraqqyu3PSZ7H4I+fOFJRIfM5K4oo4KCM2sdpaT4VTEmvqlIBIF8e+DUv+ZaTWia5qcdKWeEEOm/ppyIGvXS94AJpe/rpdi37zIQEae5lM5oQjIoItv+UoVnPnnLSddep/+M9MeiPDToe2VEgFaW62vulVFb61He4IXNzclSZQw5KW1d2vA9Svh997uReGBRGNinZ14fv5+xsT68GkU2Zs19lZKiyZmS7X7OzZQV7ABH5nfLycvn111/ljTfekOHDh0v37t1l4sSJ6t+PPvrI5L4REREqsGC8NW3atPZvu3fvlksvvVT69u0r999/v2RnZ0tOzrF+tffee6+8/vrrEh8fb9M6ffHFF2o5eD4EaR544IHavyF7aNy4cRIbG6uWd80110impl851v2UU05RgSyUaUMGzHXXXaeym4xZLg8++KBaDgIkuA+Yl31DBtQll1wiUVFR0qVLF/nuu+/qrCeyZRA4S0xMVOsyatQo2bp1q83rAnq9Xr33eL/xejt27GgSJEtOTlavsUmTJipAhdd+5MgRm8u+IcMJj120aJH06dNHvW/GIJ5xHZHRhYwtPA43LMOW58Z7edlll6n1bdu2rfTq1Uuee+45GTJkSJ31GjBggEyePFn9f/369TJ69GiVcYX3ZMSIEbJp06Z6vhHkzRj88SOohXyYNc+JAgrqfB/0we0eA1BvJierkj2+aKMmU8WgN8je9cdOmqF83xqpTNomIRERMuSJJ+xablhQkFzoBb1+zMWHhspozYWDPQY/+KCExcVJNbKhti1Rv9PXGOTQVtPZqSj95usQ7MFgFXqQkG37AZUdxUwEstPO0lJZVVjo6dXwSf8WFqqBdSJvhT6AmNhkb7lZOnFtgKwpIvIfOp1OampqJNKsTDaCHqtXrzb5HYICLVu2VIP8COjkaq5LMLiP+yOYhEADgjYY3EfQBMu+/PLLbVofBJwQPEL2ELKQfv/9dxUYMQZKEIDIy8uTv//+W2UrHTp0SK699to6mT0oYTZ//nx1w31fe+019TeUs0MQon379ioAgkCEJQhsIPixfPly+eWXX1QZOwSEtK6++mr1uz///FNlPQ0aNEjOPfdctX62rAs8++yz6meU3du1a5d8//330qpVK/W36upqVVoPGUmrVq2Sf/75pzZ4Y0+WTVlZmbz11lsqCLVy5UoV+Hri+FgC/kWAR5vVhYwoW5976dKlsnfvXvVZ4PXdcMMNsm7dOvW6jXbu3Cnbtm1T2WCA4Nctt9yivi9r166VHj16yIUXXmgSFCPfwZ4/fgSDTjMzMuSFTp0kzIEZ2kTkW9YWFvr04Bdm/k9LSZH727WTXtHR4iuKdTo5oAlapR0slpL8YydXBl2V5C3/XP1/wB13SFz79nYte0STJtLEy7J+jM5v1kxWFhaqknf2iGzaVAWAds1ZKBHtetf+PmVfkXTu11Si44+93m0lJXKugwEmb+llMyMtTbZzUNUuyABEX6SH2reXYA+UPiDfU1FTI99kZHh6NXzat5mZMqFzZwnn9QJ5GZxjoC9cBUumOgwhM4wJxAQHSz/2+CLyCxjcHzp0qLz00ksqMwSBB5RzQ/k2Y9AFMOh/xRVXqCwYDOwjw2Ps2LHqfiEhIXL77berAf6TTjpJBX1mzZol+fn5Mn78eBU0euGFF+THH3+Ubt26qcyedu3aWVyfKVOmyOOPPy4PP/xw7e+MvYcQaEBACGXkOnTooH739ddfqywhBHGM90OQCBkvxjJuN910k3osMlSQaYLfY52RvWTJvn37VEAHQQzjMj///HP1/hghcIG/I/iDjB1AgAWBHgSLELxqaF0Q7EAw6v3331fBEMD7c9ZZZ6n///TTT+rxn332WW0Zty+//FJl4uA9RXk+WyCQ8/HHH6tlAzKpjFk4COgg0IeeTdr349tvv7XpuWNiYtR9UG5OGwhEEAsBLUAAENlAxu8TMqS0UDIQy0Vg7OKLL7bpNZH34Bm/n8moqlL1fonIv2VWVcl3flAHXfX+SElRs7h9BfrTGMt51ej0sn/TidlURet/k5rCTIlp1UoG3HmnXcuNDA6WC7ww68cIZd8udbAXUb8bb5RLv/lKIlt3qf0d3sIDW07MuEIPJV/tRWEMZDLw45jdZWXykx/sz8g9fsnOlnw7g9BkKqe6WhYwQ5G8sJTxR2lp3L6dAOepM9LT5WhFhadXhYicBBkhKC+OgAwCGdOnT5f//e9/EqyZyIFyZSjr1r9/f1XqC1keCLgYS4SFhYXJBx98oAIz+D0CGAjiPPTQQ7J582YVFEFJtDPOOEP9zhIEUtLS0lT2jCUoLYegjzHwAwg2IXCAvxmhxJq2fw+ykMyzduqDZaEP0Kmnnlr7u969e6vnMcJrKSkpkebNm6sAivGG16/NeqlvXfA8CLpYe714jgMHDqjHG5eP8msVFRUmz9GQ6Ojo2sCPre+Hrc+N74M28API/kHwB/C9QjARvzNCmb677rpLZfwgGIeSeXgvkZFEvoeZP35oaX6+DIqLk25RUZ5eFSJy0cXxp2lpKtPAH1QbDPJhaqrc07at9PeBGYro92N0dGeBVJadCFiExDaT8PgEOf2JJyTMzmwmlFWLC/XuwzL6ES0rKLC7X1NQcLBExQZLxz4Jqt8PTjAxOyn9YLF06d9E4ppGqIEKBAFPs7HOtLco1OlU4MeXe1h5gxUFBdI+IkLO1lywEZnbV1bm0xmv3mRJfr4MiY+XtsdnwhJ5Q0aar5YD9uYJVs926uR1vSSJyH4IDCDrorS0VIqKilRwAKXUunbtavUx+BsyfBAgsBS8QLk0lPtCVsiTTz6pynohSwQlxpDpYgkyUJwBgSgtXBsii8WZEKzA+2QMfmlpg0T1rUtDrxfPgQCUpX5D6DNkK0vrgGtmZzw3PlNzCBw+/fTTqo8PygCifJ62NB+ynFAyEFlPnTp1UgFHZJ/ZU8qOvAczf/wQdg/oOVDtJwPDRGRqfm6uJPvZQLPOYFD13VH6y5uV1tTI3uMDE5XlOjm03bSpbsfzL5H//bVEutuZCh0XEiKjvTjrxwhlua6y4yTWXJv2IvnLZkjugrdrf3dg04nsn61e/vmby6mqkjeSkhj4cWKfAg78kTU4r/1G0yyYGgf9VL7n+0leYnl+vqxhnxqnK66pUQEg9tYj8h8YyEdAA+Xa0LcH/XWsSUlJUQP4uL85ZIegb88nn3yiyquhpxBKjwH+xc+WIMsEmTIoi2YJyq4hkICbEfrkFBQUqAwgZ0GWD3ohoY+PEfra4HmM0N8nIyNDZQihnJn2hqCYLZD5ggCQtdeL59i/f7/qs2T+HMiYcRZk7ph/Jo15bvRTGjFihAoc4TZ69Gi1HCP0D0L2FwKCKNmH4E8Oq0z5LAZ//Lgk1DyWcyDyO0fQnDHfNODgTwEg9P7Y4cUBgK2akm+HtuZLTbXpbJxep7WQiPj42pq7trqoeXNVVs0X9I2JUTdHVBflStGGeVK6c7lUpu1Vv8tKKpWC7GNlSXaWldW+v94uvbJS3kxOVuWTyLn7APTVIjL3R16eZHG2oVPtLy9nY3jyuIPl5fJzdranV8NvpVdVqRJwvnJ+RUSWIdCzcOFCVbJsyZIlcs4556gAyG233VabBYLsnbVr18qRI0dUsAKBIQQCxowZU2d56B+Egf2BAweqn88880yZPXu26gmErB/8bM3EiRNl6tSpqvQcgg/IHnnvvffU38477zxVZgwlxPB79Ny5+eabVaBh8ODBTns/evXqpXoc/d///Z/8999/Kgh05513mmTqYF2QrYISeIsXL1bvy7///ivPP/+8bNiwwabniYyMVBkyTz31lOpdhHJqeI/RXwjwOhFIwnu9atUq9fkg0wiBEwTfnAUBN3w2CHAhCIMAXWOfG49Hj6eff/7ZpOSbMeiFUoMoe4f3F393VtYXuZ9vjDSRw+UcWOeXyL/KvX2VmenXF28Y/EW9911e2jtly/HAVHlJtSTvPVZ6yGDQS/bc1yWiYKPENTOtpWuLluHhMtzHSl1dk5iosoDs1bxXL+lx6bHZafkrvqxNZT9wvG8SeudgEMjbJVVUqMBPAYMUTof39LP09AbLHFDgTWpanHciS5Cc59fsbFUeisgTEOyfkZamMtHIdXBezQAbkW8rLCxUmToI+CCYgn49CAgZy4UhewfBAfT86dmzp9xxxx2qJBiCAsja0NqxY4fMmjVLJk2aVPu7q666Si666CI5++yz1XJQ7ssalASbNm2afPjhhyor5OKLL1ZBIMAkyLlz50rTpk1l+PDhKgCD8nM//fST09+TL7/8Utq2basCS1dccYXcfffdJtkrWJc//vhDrQeCZHhf0Bfp6NGj0qpVK5uf58UXX1S9kcaPH68ym1AezdiPB716Vq5cKR07dlTrgL/jvUdmFfrkOAv67yDghQAaSrohM6exz43PHJlhZWVlKkCmheAWssuQXXTTTTepgJL2vSXfEmTg1bVboTYn0u9u3bBBwt3Q2wL185/v1MmhQToi8i7zc3ICJqMvLChIHmrfXnra2TfHlTA49viBA6pH0c5/siRl37HZ0iU7lqkyZqHR0fK/v/6SKDvLt6HX0UBNg0lfMSsrS/WYs1dJerr8OGaM6KuqJPHK8RLd/XT1+yEXtZMmLaNkTLNmckUjSsu5GoJTqoQKB0td6pLmzeViG8sxkP97JzlZ9pSVeXo1/Ja373fJP2EY4t2UFNnNbdttbmndWoY5sQwRkbeMryEwYstgNwbFkR3RpUsXldFBRK7Bbc27MPPHz6VUVqoMICLybSh182cAzXpGgOX91FSvygLBrEmsV2lRlaTuPxb40VeVS8HfM9X/B917r92Bnx5RUT4Z+DEOzseHhtr9uNg2baTfTTer/xesmCkG/bHaxQe3HDtWbffSrC/YU1qqBqoY+HFPb7N9HBAkEdlQVMTAj4shkJ/NknrkZgvz8hj4cTP0+WJlECIiosDC4E8AmJeTo5pSE5Hv+iErS5VECyTItJmekuI1F6mbj5d8Q5DC+FEUrv1ZakryJK59B+l/yy12LQ/5mNf4cOp0VEiIXOFgZsbA/7tbwmLjpTo3SUq2/6V+l5NaJoXZFZJWWSn5XthHZ1tJibyXmsrySG6CTeyL9HRVCpACF7Y3lipyPZxfoPwbkbscKi+X3wMkm92bYBLTx2lpUspjKxERUcBg8CcA4CTv++P1KInI92wpLvbaHjiuVqHXq0yLFA8HgNBnCRkpJQVVkn6wWP2uuiBDitbNUf8f+uwzEhJuX7+fMxMSpKOPp0CfER+vspfsFREfL4Puv0/9v2jdbNU3CQ5u9c7sn03FxWqwJNACsJ6Wr9PJN5mZnl4N8qA/c3PZW8uNExz2MwuD3KCipkb1dvPnHpbeLK+6Wj5nbz0iIqKAweBPgNhZWqrKZhCRb9Fx1rOanTgtJUUyKis9tg77y8tVBsKBTSdmqRYs/0KkplraDDlDOo0aZdfyokNC5DI/6GeCJpo3tGolIQ70let3w/XS5YpbpfX1r0tQ0LHTkezkUinKrZQdXhT8WVtYKJ+mp7MZtQcDb/gMKPAga52li93rl+xsDgiTy2FSYq4XZvgG2thAIJWTJiIiCmQM/gQQDCBjphUR+Y6lBQWSwwtkKa6pkXdSUjxWwnJrSYkU5VRI5tFjQYmqrENStu9fkaBgOfP551QQxB7jmjeXOAf65XijNhERqlm4vZApdc6kpyTS7LEHt+ap/h4IfHrayoICmZmRwdnJHvZjVpZXlgIk1/o1J4fZdm52pKJCNhQfy24lclVA/z9OSPQK83Jzme1HREQUABj8CSAom4GTPCLyDcU6nfzBbdZkH/Z2SopHBoER/Nm/+cQMyfCWXaXNDVNk8MOPSLOePe1aVqfISBnRpIn4k4uaNZNWdpa9g9CwYOnc99h7UZ2Xqv7NOloqObnlcqC8XDxpcV6efJeZqXrPkGeV6/XyVUaGp1eD3AgDkhgkJvf7DUE3Lwi+k/8p0unkW5by9BqY2ILyb+z/Q4GIWa5ErsVtzLsw+BNglhUUSKoHSycRke0W5Oaqnjd0AsqEIABU6MYeEGmVlbI/pUhyUkxnR/Ydd64Muuduu5YVHBQkN7VqZXemkLcLDQ6WW1u3FkdeVdsukZL1ywRJ+/y+2gDQ4W35ssuDs1F/z8lh83Mvs7usTFYXFHh6NchNF4soP0aegWzjlSy1SC6AwA8DDd7XW+9rTq6gABIWFqb+LWPWG5FLGbcx4zZHnuUfNWfIrhk+P2RmyhMdO3p6VYioHihvtoqDLxZlVVXJ28nJ8kSHDm4pnYasn4NbjmX96CtKxKCrlqgWLaRjnwS7lzW6aVPpEBkp/qhrVJSMbtZMZczYIzI+WqLjwqVcXyMFq76VxHFPS8bhElmbni9XJCaKuwedZ2VnyzL2GfFKCAj0i4mRJryI8GsoO4byY+Q5yDo+MyFBIoI5T5CcA6XecD5F3mdLSYmsKiiQs/0sK53IkpCQEGnSpIlkZWWpn6Ojo/1uUh6RJ+F6GoEfbGPY1rDNkecx+BOA0Lh8fVGRnBYf7+lVISIrfs/NZa+DemQgAJSSIo+1b+/yANCSQ9mSm3asBFnB6u+lZPsS6ft/T0poWBe7ltM6PFwuad5c/Bl6Ge0oLVXZUvY48/kn5ferr5SyPauk8vTLJaJNT1m7OUsKT+oqCW7qjYTJEZj9uoa9CLy6/Bsahd/Xrp2nV4VcBOXGUHaMPN9nb2l+vlzo58cscl+5t5+OD7SS9/YG7hUdLS0dKOFL5Gtat26t/jUGgIjI+RD4MW5r5HkM/gQolLMZEBsr4ZzRR+R10isrZR0HoBuEAMM7xwNAsS4KEKDv0qr/0tX/q3OSpXjTfBGDXtqf3NHucm8oixbm5/tclH+7o3VreS0pSartCF627n+StDxrjGStXij5K76UVte9Iqn7i2RtdoGMadNCXK1ar5dP09M5K9kH4DNCL5hBcXGeXhVygb8LC1XZMfI8ZHGObNJEojljkxrph6wslnvzcpV6vXyZkSFPduigzlmJ/Bkyfdq0aSMtW7aUap5zEDkdSr0x48e7MPgTwPV9/8zLk3EtXD+oRkT2mZebyybzNkIPM2QAPeqiDKDfD2RKdkqZSl/OWzpDBX4SB58tHc8+y67lXNismXSJipJA0D4yUq5KTFSDPfY465nHZPa4pVKZtF0qDm2UqG6D5bu1R2XM5a49TpXV1MgHqalyoPxYdhd5P8wgPyk6WiJ5UeFXKmpqVLkx8p5MOwSALnNz+U3yz4A9eb9D5eWyKC9PxjLjjwIEBqc5QE1EgcC/pyBTvZbk5anm6UTkXdksvEi2PwA0NTlZlRVxtq9WHlb/lh9YJxVHNouEhMqISc/ZtYxuUVFyUYBdSI9s2lQG25mZ0aJ7R2lz7pXq//l/zxSDvkbWbs2Wskrnf65G+dXV8mZyMgM/PqZAp2NpMD+0JD9fSpgd4FWWFRSoDFgiRwO632dmeno1yA7zc3PtLt1LRERE3o3BnwCGkjyzs7M9vRpEpLGAWT8OSa+qUoP4eU4MaO9MK5R9hwrFoKuS/GWfqt91vuR6adbN9l4/MSEhclebNgFZQuPm1q2ljZ2144c+dp8ER8SIobpCaopzpKqiRmb8dywA52zJFRWqPB0HOXy3PBg+Q/IPJTqd/JWf7+nVIAuloBbzcyEHIUiPYD35DvQbnZmRofogEhERkX9g8CfAbSguloOc8UzkFTKrqmQjs34clnU8AIT30RleW7JX/Vu0/jfRFWRISFxzOfvZB21+PAI+CPw0DQuTQBQRHCz3t2unAmC2atG5pfR6aKq0vfMjCU1opX73zT9HRVejd+q6bSspUd8VDkr5LgxMfZ+VpUoyku9blJ8vFXrnbufkHCuY/UMOOFpRob475JufHcq/ERERkX9g8IdkFgdPiLzCwrw8Zv00EjJ/3khKksONDGrvzyyW1buPZUYi80eCQ6T3LQ9KVILtpcyuaNFC+sTESCBLDA+Xe9u2lVA7Mp/6Xni6BIWcCJjlFlbKHzsynLZO6GHxYWqqmtFOvt+fYE1RkadXgxqpUKeT5cwu8VpVzP4hO+G68rvMTJ7T+nglAmdNpiIiIiLPYvCH5EhFhcoAIiLPBi3WchDTKdAz4u2UFNVk2G4vvSQSHCz7Hny6dtCiydk3Ssf7Zshpd15l82KGN2kio5s1s//5/VCP6Gi5vU0bsTX807R1lCS0iBBDjU6Kt/wp+ooS+fjvg42epIABzM/T0+XX7GwOSPmROTk5qq8E+fbEB5QiJu/1N7N/yA4rCwtV9gj5LuyTv8nI4ARRIiIiP8DgD9UOnug4C5rIY9DrgPW1nQcD/R+lpqosD7sCP+PHY8qqXPTzR/LgPz/U/qnbsN4SHhlq02IGxcXJ9S1bOrLafuvUuDjVA8iWAFBQUJB07t9Usue+JnmLPpDCtb/IrrQiOfrosyowpz4nB0oCor/POgZY/U6RTicLWJ7GZxVUV8sqlobyesiUZE8msrV/F3r9kO/bX14u/xQWeno1iIiIqJEY/CElt7palvPim8gjSmtqZDUvrpwOoTRkeXyRnq6CQTYFfo5DHsG+1d/JFYs+kJDQIOnUt4lNz3lybKzcgSCHHWXOAsWwhAS5xcYAUKuOMdL8jLHq/8Ubf5ebln0und99XQXm1OdkRwDov6IimXL0qKRWVjZi7cmbLcvPVwE+8j3M+vEd6N9Sxiw7agACP/ye+I9fc3KY9UdEROTjGPyhWn/m5fFkncgDVhYUsP+IC2Hw/9WkJEm3NvhvFviBz0Rkhoh8veVPeWLHzxIeEdLg8wyOi5N70N8G2Slk0dCEBLm3XTsJayA4FhQcJP2uGCMR7fuqnktp6+eY3sGGABCCqp+mpangH7cv/6YzGFSgl3yv1w8nPviOCr1eBVqJrEmqqOA27WcwNvAzj69EREQ+jSNUZDJQhhmYROQ+KLfIrDvXS6uslJePHlVNxU3ql1sI/GAv+Pzx/08QkXvnzpQLP/yw3uVf0KyZ3NmmjYQw46dBA2Jj5amOHaV5WFi992vXI17uSWyv/j9TRHaa36GeAND6oiKZeOQI+9kFkC0lJbK/rMzTq0F2WMSsH5+zjJNVqB4/ZmWxp56fTqLay+MrERGRz2Lwh0xgRh/qrxORe2BwGrOfyfUwyIiBibeSk4+VALMQ+AH8JldE+iLwc/x346ZPtxgAigkJUdk+lycmstSbHTpGRsoLnTqpbClrLpnxsUzbvEiuEBEMNT5r6U5mAaCUigp5JzlZPktPV71gKLBgdjKbU/sGlBFaxQwBn5woxh5NZG3SxcHyck+vBrnID5mZUsPjKxERkU9i8IfqDI7Oy8WwJxG5Axsou9+B8nLZ+NRTFgM/G0Tko+P/ny4ioZq/mQeATo+Pl4mdO8vAegIYZF10SIjc1bat3N+unbQMDzf5G95nvN/wioig6N48EVllaUHjx0vRhAnyWVqa6u2zh7NTA9bRigpme/nQsa/BXmzklZbk56usZSKjar2epTf9XHpVlSzlNQsREZFP0o5rESn/FhXJ+c2aSSuzwTgici6UKEpmE3q3Q2Dh0uOBBS10PLvneJbJ9SIyysJjEZBoFx4uLV96SWWvUOOdHBsr/WJiZF1RkSop1Pftt2sDP9BLRO5E0E5EmlpZRvzkyZJYUCCG++5z23qT9zYbHxQXxxKMXt5DYgWzR3xWgU4n/xUXy5kJCZ5eFfKigGA+s2393oLcXBkSHy8JoRxCIiIi8iXM/KE69AaD/J6T4+nVIPJ7GOgm97v0vfcs/v5HEdkoIhjOmlrP4wdPncrAj5MFBwXJGQkJ8tzXX5sEfozwm79EpF89y7BWmo8CS051tazkvtWrIfBTwcwRn+/XxBKLBCixyp6xgQH77dnM8CIiIvI5DP6QRRuLiyW5osLTq0Hkt9BbCw3Kyf1+f/BBi7+/TkTeF5FpItK6vgVMmuSqVaMJEyz+OryRgT0KvNnJbErvnVDqjaWDfF9mVRXPYUjBhEHubwPHf0VFcpi9nYiIiHxKQAd/Vq5cKZdccom0bdtWNer+7bff6r3/7NmzZfTo0ZKYmCjx8fEydOhQWbRokfgjzOX7nb1/iFxmZWGhyrIj9/vjvvtk7kMP1fk9+srcLyK31vfgyZNFXnzRlasX2BoIrCEn9RER+cLOwB4FluKaGgYYvNQ/hYVSUoMim+TrFnMbC3jplZXyT1GRp1eD3AhXLj9lZTHzj4iIyIcEdPCntLRUBgwYIB988IHNwSIEf/744w/ZuHGjnHPOOSp4tHnzZvFH20pK5BBn9hA5XY3BIKsKCz29GgFNGwDaLSI27ekY+HE9vL94n634QUTeFZHncQw3+xs+T3yuRMYeFOgtQ94DEx7+YsDAb+Aa4UBZmadXgzxodk4OJzIFoMMVFbKuuNjTq0FEREQ2CuhufWPHjlU3W02bhmJAJ7zyyisyd+5cmTdvngwcOFD8NZX/kQ4dPL0aRH4FpVJQI508C4GCvJxSeen7zwWt4X8Xkb7W7szAj/sY3+fx4+v86W4ReQcDD8fL8yEIBAz8kDkEfhbn5clliYmeXhXSlBRGTybyr+yf7tHRnl4N8oD9ZWVqoiAFpjnZ2TIoNlbCggN6LjEREZFP4NG6EfR6vRQXF0uzZs2s3qeyslKKiopMbr5kd1kZZ/URORmbkXsHlKx4OqNUBRKqRKSTtTsy8OM1GUARIvLy8f+/LiJoO8zAD1mzrKBAShho9xosE+Z/MPiP/j8UeH7NxhGYAlW+TqcybImIiMj7MfjTCG+99ZaUlJTINddcY/U+r776qiQkJNTeOvhgFs089v4hcpqsqirZy4CqVzi0eotkL5+l/n9en+ESa+lODPx4XQDoWhEZhL4uInJVu94y7+57PLJ65P3QhHwRB6e8wp7SUkmqqPD0apCToeAXS/kFns3Fxar0FwW2RXl5UswJFkRERF6PwR8Hff/99zJp0iSZNWuWtGzZ0ur9nn32WSksLKy9JScni6/ZU1amUvuJqPHQ64fV0T2vpqpK/p34gohBL9G9zpLllz4ln46+1fRODPx4ZQAo+HjWD6xMPyCH1uz1yKqRb1hRUMDBKS/AGeL+a21RkZSyv1bAQI+fuTk5nl4N8gIVer3M5yRRIiIir8fgjwN+/PFHufPOO1Xg57zzzqv3vhERERIfH29y80U8sSNqvBqDQdYUFnp6NUhE/nv3IylPPSjBUfHSbPSxzJGISROOBRqCghj48fIA0NazbpDIzgNF9DrZ/PGHHls18n5Vej3LjXlYemWl7Cwt9fRqkAu3MZazDRwI9qWz1B9pJrWhqgERERF5LwZ/7PTDDz/Ibbfdpv696KKLJFAg++dgebmnV4PIp20tKZFizo71uLy9e2XnzE/V/5ud938SEtNEEqLD5OpTOxwLNOj1DPx4awAoKEgOPPCkvHfm/6TpyFslduBFEjv0ZinIZvkZsu5v9v7xqKX5+cx4DYAMO0xwIf+mY6YHmcF2z0wwIiIi7xbQwR/069myZYu6weHDh9X/k5KSaku23XzzzSal3vDz1KlTZciQIZKRkaFuKOcWCBbwZJ+oUf4JkH2Ft6sJjZHILoMkqscZEt1nuPrd7Wd2lqjwEE+vGtXneGCuy7uvS2JChIS36ibNz79XQmKaSvJubltUf+8f9iXxDATdkClA/q1Ap5MNxejERv5sdWGh5FZXe3o1yMtsLC5mTzciIiIvFtDBnw0bNsjAgQPVDR577DH1//Hjx6uf09PTawNBMGPGDNHpdHL//fdLmzZtam8PP/ywBAKU7DjC7B8ih+RXV7PsjZfIygyXxCtelBaXPClBQUESHhYstw7r4unVIhuFBAfJzWd0Mvld+uFiKUrL9tg6kfdbXlAgZcy8dLuVhYVSzYyQgLCMAVa/Vq3Xyx95eZ5eDfJC2MPPYfYPERGR1wqVADZy5Egx1HNBOnPmTJOfV6xYIYEOJ/33tWvn6dUg8jlriopY9sbDKjH7PDRa0g4Uq6BPUFiE+v05A1tLQlSYp1eP7HD9aR3lnSX7Ra83iK4kT3L/fFd++zRFrv9rkYRGRnp69chLG1MjAHRR8+aeXpWAKgeEknsUGI5UVKgS0d2iojy9KuQC2JYLWT6TrNhVWir7ysqkZ3S0p1eFiIiIzAR05g/Zb1tJiaQwrZvIoeAPeU51WZn8ds01svChx0VXdiIDKyhY5P6zu3l03ch+zWMj5NTexwbxgyNipDo7SSpyMmXrF196etXIy3vPoAQcucem4mJVDowCB7N//BP2mwuZ9UMN+I3ZP0RERF6JwR+yCzIXePJPZB/MhM2qqvL0agS0tW+8IYVHjkjO1g1i0J8o/dSlR4KcnBjv0XUjx9w4tKP6NzgsQpqOvFX9f8uMGVKamenhNSNvVVpTI6uYieI2y/heB5xNJSWqzC35lxUFBVLMsplkw/UOS1wTERF5HwZ/yG4bS0okmwPZRDZbU8hm9J50dPly2f3jj+r/zS98VEKi4mr/dskZ7T24ZtQYF3ZrJQktjpXui+4zXMLb9pKainJZP22ap1eNvNhf+fmqHBm5FnpEHmKfyICjZ6k/v8z6WcSJf2Sj35n9Q0RE5HUY/CGHLux4EUBke4PcDcXFnl6NgFWWnS1/P/+8+n/ToVdIVOdTav/WslOMjGjP/h++Kiw4WE47OVH9Hz2cmp17t/r/vjlzJHvHDg+vHXmrfJ1O/mMZTpdDfyUKTKsKC9W5D/lPKT9kTRLZ2vsLZeKJiIjIezD4Qw73L2HTT6KGbS0pkXIOgniEvqZGlj7+uFTk5Ulc5+4SN+wmk793O7mZ9GZjWp924cltJCzi2KlMRNteEnPSSPX/Na+9JgZmd5AVi/Py+P1woRKdjpMeAlhJTY2s5+fvN1k/S9jHiew0LzfX06tAREREGgz+kEN0BoNqnExE9fuPAyAes/H99yV93ToJi46Wlpc/I0GhYbV/a9o6SgZ2aCLRISEeXUdqnH7xsdK+54meTU1G3CJBoRGq7095drZH1428V3pVlWxnXwKXWV1YqM4TKXAx88s/LGfWDzkgidk/REREXoXBH3IYanqX84KAyKpinU52cIDRY9qefrpENW8uJz/0nOjCW5v8rUv/JtI3JsZj60bO0TUyUrr0aSISdOzn0PhEaXntFBk69TuJbtnS06tHXp79Q86HjKqV7HMX8DD4y55Pvo1ZP9QY85n9Q0RE5DUY/CGHVej1vMAnqsfG4mLVI4s8o93QoXLNn39KdYshJr+PaxYuLdpFS1+WfPN5ocHB0jcxXlp2OBHIi2zfR1IPVrCsF9Vrf3m5HOHgtNMhoyq3utrTq0FeYAWzf3x+kh9K+BE54mhFhexg9g8REZFXYPCHGgWl33TsZ0JkEUu+uV9NVZUUHDpU+3NpWZgUZlea3Kdzv6YSFxoqnSIjPbCG5Gw9o6KkQ+8Ek9+VFFRJXmqJbP/6aylOSfHYupF346x25+OAP2knwCADmnxPNbN+yAkWMMOWiIjIKzD4Q41SqNPJOg5wE9WRU1XFkiduhkyPVRMmyJyrrpKkFSvU7w5vMx28iIoNldZdYqVPdLQEBR2vFUY+rVd0tDRvGyXRcSd6OsGqyZNlzSuvyJrXXvPYupF321RSwiwVJx/3drHUKR2Hvk/o/0S+B59bEQN31Ei4DtrDYwIREZHHMfhDTqmbz/I6RKYYFHW/7TNnyr45c0RXUSHBoaFSnFcpOallJvfp1LeJBAcHST/2+/EbXSIjJSw4WDr0jjf5fWjPCyQoNFSO/PWXJK1c6bH1I++FspzLOLvdaVAKmGeDZP6dYPlb34KKDouYsUFO8ge/S0RERB7H4A81WnpVlezkrB4iE+sZ/HErDO7/9+ab6v9nPPOMtD/rLDm83XRQNywiWNr3jBfk+5zE4I/fQOCna1SUtO0eL8EhJ7K5wpp3ko5jr1b///fll1VJQCJLM9wr2NfCKQPG/zLLg8zkVVerPlDkO9YWFUk+s37ISfaWlbESAhERkYcx+ENOwbrQRCekVlZKWqVpnxlyHfT4WfrYY2LQ66XXVVdJv5tukvKSask4bNpotuNJTSQkNFjaR0RIfGiox9aXXNP3JzwyRFp3jjX5ffgpV0t0YqIUHT0qW7/4wmPrR96rAkGLoiJPr4bP21JSIsUMopEF7APlO5CltZCZGuRk/E4RERF5FoM/5BR7ysokpaLC06tB5BXWcyDRbUozM+XPu+6S6pISaT14sJw1frzq5XNkR4FoK82EhAZJx94J6v99mfXjd3pGR6t/2/cyLf1WVRUufe96WP1/88cfS3FqqkfWj7zb8gLsL1iaqrHlvYgs2V1aKlnMvPQJG4qLJZt90MjJtpWUcFIcERGRBzH4Q07zF7N/iBSWfHOfbV9+qQb04zt1ktHTp0tIeLhUVdRI6n7TAFy7HvEqMwQY/PE/XSMjJTQoSJq0jJTYpuEmfzO0HSZtTjtNaioqZO3rr3tsHcl7YWCapaka9/7tKzPtr0ZkhLDqSmb/eD0EwP9khga5aB/APlJERESew+APOXXAu4g1oinAHa2okBzOmnSbIU88If1vvVUu/OwziWrWTP0uaXeh1OhOzOIPChLp3K+J+n9kcLB0i4ry2PqS6/r+dImMVFlfHY5neBllp5TJaU8+L23POENOfeABj60jebdlnMDSqL5JzJui+qC0YrVe7+nVoHpsKy1ldga5dJwgn9dHREREHsHgDzmNzmBgXW8KeCiZQa6lr6mpLdEUHBoqQ595RuI7dFA/66r1krTbdD/UumucRMWGqf/3io6WEESDyG9Lv7XtGqfK/NUyiJTUJMrFM2dKs549PbeC5NV2l5VJOgc+7VZjMMi/LPlGDSitqZGNPD/yauzLQq4+VrBKCBERkWcw+ENOhbIOOs7sowDGwQ3XB35WPPusrJowQfQWMg1R7q260nQf1OV41g/0Y8k3v9XzeEZXaHiwtOkWZ/K3lH1FotcbTHpFEZnjBBbHejkU19R4ejXIB/zNIKHXQtnGQ+Xlnl4N8nOrCguljMcLIiIit2Pwh5wKAwDrOPhNAepIebnksqSBawM/zzwjB37/XfbOni1Z27aZ/l1vkCM7TQdvW7SPlrhmEbU/s9+P/+oaFaX6/kCHXqal3yrLaiQ7uVQMer2see01+eG88yR7+3YPrSl5qzVFRVLBgSm7B/OIbIHgQkpFhadXgyxg1g+5Q6Vez/5fREREHsDgDzndUqZ0U4DaWFLi6VXwW8jyWfH003Jg3jwJCg2V895+W1oPGmRyn4zDJVJRYpoN1KV/09r/twoPl+Zhx8q/kf8JDw6WTpGR6v/xzSMkIfFE0A+S9xRKUHCwlOfkiL66WlaOH28xe4wCe2AKASCyDfo37Cot9fRqkA9h9o/3Sa6okJ3cjslNlrFKCBERkdsx+ENOl1JZqcoHEAUalnxzDQzUL0fgZ/78Y4Gfd96RLuefb3If9AA6vN008IzB/6atjgUDgFk/gVP6zVL2T25auZQWVcnQZ5+ViIQEyd29W7Z/9ZUH1pK8GUu/2e7foiK01CKy2bqiIhVkJe+xiFk/5EaFOh37oxIREbkZgz/kEsuY/UN2yKqqkr8LCuSbjAyZlpwsryclyVtJSfJJWprMy8mR3aWlXj9L7GhFBUu+uUBVSYksvPdeObhgwYnAz+jRde6Xk1ImJflVdbJ+go6XAYO+0dFuWWfynF6az7h1l1jV/0crZW+RRDVvLmc89ZT6ecN770lRSorb15O8V0ZVlezhLPgGIeD+L7M4yE4Ver38x+w6r5FTVcWsdXK7JRwnICIicqtQ9z4dBYqtpaWSV10tzVhiiayo1utlbVGRCvokV1Zavd+m4/9GBQfLafHxcm6TJtI6wrSckzdg1o9r5O/fL2n//SehUVEq8NNx5EiLg5CHtppeSMYkhEnLjicyfcKCgkwCA+S/fX+Cg4JEbzBISGiwtOsRJ0d3nhigTt1fJN0HNpOeV1wh++bOlfR162T1xIky9tNPTQKFFNhQmqo3MwXrtbesTHI44YEcgJ4fw5s08fRq0PFBeBwvidxdJQSTLHicJSIicg9m/pBL4EKCDR3JmjWFhfLC4cPybWZmvYEfrfLjTUInHjkiX6anS4GXDTpt5sxJl2g1cKCMeustufirrywGfiAvo1wKsivqzfrpGR0tYcE85Pm7iOBg6Xy874+l0m/VlXrJPFqqvhtnT5okIeHhkrJ6teybM8cDa0veaktJidcdY7yx5BuRI3Ded6S83NOrEfCKdTr5h9l75CFLOU5ARETkNhwJI5dZXVjo9aW6yL2QDfZOcrLMzMiQAgcbrWN+IjKGJhw54jUBxpSKClW6jpwj6e+/JWfnztqfu44ZIy1PPtnq/c2zfqJiQ6VNtziT37HfT+Dooen7E5MQLs3anPgZkvccG+xq0qWLnPrggxIWEyPBoUyEJtMJLDiHIcvKa2pkE7NdqRFWcvvyuOUFBVLNrB/ykO0lJbx2IiIichMGf8hlimtq2NCRau0oKZGXjh6VPWVlTqsb/11mpnycmqoGojyJWT/OYdDrZdOHH8rCe+6RxQ8+KBU21ARHxk9euukM4s79m0pwsGkJr34M/gSMnprgj6Xsn4KsCinOO5ZxePJtt8nVCxZIj0svdes6kvdD8IflkCzDuR0Hjakx1hcXe/zcLZBV6fWywksmUFFgwhGEPYKJiIjcg8EfcvmsMqIleXnyfmqqlLngQh+Bl9eSkiTbg7PHNjH402iVRUWy6P77ZcP06WjiIx2GD1cZGQ05tDXP5OeIqBBp190066d5WJi0Cg93+jqTd+p+vO+PUctOMRIeFWJyn+S9x0pWIeMntnVrkwAkEeTrdLK9tNTTq+GVWPKNnBF8QBY3eQbKvZUy+EYetqaoSCr4PSQiInI5Bn/IpY5UVMjRCtNeHBRYfs3Oll+ys9UML1fJqKqS15OSJNkD3zWULEizsW8RWZa6Zo38cumlkrR8uerBMuLll+XsiRPV/+uD7I3sZNNMss79mkhIqOmhjVk/gSUyJEQ6RETU/owssPY94k3uk3awSHTVpoEe9P75Zdw4KUlLc9u6knfzltKi3iSzqkoOsV8L+VnpN4PBIDnHv9voR+TPPb+Q0biEGRfkBVDF4R8GgYmIiFyORe7J5VBW4BbNzGoKHLOysmSpmy4wUWbwreRkeaR9e+liVvbJlVjyzXF6nU7Wvvmm7PjqK/VzfMeOcu7UqZLYv79Njz+0zfS7FRYRLO3NSnwBgz+BWfpNO/Ggfa94ObQ9/1idERGpqTZI+qHi2pJwGPjb+MEHkr9/v/z9wgty4eefS5Ame4gC087SUsmvrpamYWGeXhWvscaLBuzJt2HizMHycunmxnM2c7tKS+XfwkLZWVZWJzs9PjRU+sfEyNkJCW49r3S1jcXFkuvHwS3yvXGCUU2a8JyLiIjIhZj5Qy63vqjIJeW+yLvNzclxW+BHO4Ps3ZQUSXJjBtAWBn8cFhQSIiWpqer/fa69Vq6cM8fmwE9pYZVkHDZ97zue1ERCw0wPa6FBQdIrOtqJa02+oKfZZx4VGyaJ7U1/l7ynSAV9AIMOI155RUIiIiT1339l908/uXV9yTsZjvf+oWOwvbBUF/lDdh2CTq8cParOGdF/yNJ1SpFOp8qjobQw7pfhJ1nezPohb4IKCruc1A+WiIiILGPwh1wOTYExq44Cx98FBfJHbq5Hnrtcr5fpKSmqNI2rFep0cpjlb+xSlp0tZTk5tQPuZ0+eLBfMmCFnT5pkU48fo8PI4tAICQuSTn3qZv30iIqSiGAe6gKx74/5HFJjlo+2bGBhzonBvCZdusjpjz2m/r/2jTek8OhRt6wreTcM/qJMEonsKStTvZCInJmF4s4JYjq9XmWlv5mUZFdZamQIvXT0qOphaZw04Iv2lpWxHDd5nWUMSBIREbkUR8TIbXW9ffliiewrk/NjVpZH1wEl4N5LSZFiFw9SbS0pcWkvI39SU1Ul27/6Sn4aO1bWvPJK7e+jmjWTjsOH27Ws8pJqSTtQbPK7jr0TJCwipM59WfItMEWHhEh7Td8faNEuWiJjTavdJu8xnZjQ76abpM3gwaIrK5NlTzwhepbGCXgIduC4RseacxM5e4KYu7LJcE74dkqKykp35NxNZzCoHpYz0tOlWm/aM85XLM7L8/QqENWBYyx6bhEREZFrMPhDboEsDMw2I/9P3f8sPd0rZklnV1fLR2lpapanq7DkW8MweL571iz5ccwYWfPqq1JdUiJFyclS3Yj9weHtBaL9igWHBEmnvk0s3rcvgz8Bq4dZ6beg4CDp0DPe5HcoHVhVeWLWeVBwsJzzxhsSHh8v2du3y4b333fb+pL3WsXsZanU63nMI5/dvtDj5o3kZFXurbE2FRfLOykpUuFjJa3RY4mBbPJGOKX/m8dZIiIil2Hwh9yGJ3X+DbMgP05L86r+TrjId1UWEi76GdC0TldRIXt++UVmXXSRrBo/XkrT0yWmdWsZ/tJLMu7HHyXMwT48lWU6Sd1vOku4fc94iYgyzeiAFmFh0sYs+4MCR08LDbrb9YyXIM2Zj77GUCeLLLZtWxk+ebL6f0l6OrNWSbaXlqr+H4EMA94IABG5IijhjKCMNXnV1TI1OVlNUHIWrO+7qak+tU2g1w+PZuTNJVZ9NaOOiIjI2zH4Q26DElmBPnjiz37KypJUL2yGixmlrug5taO0VJUAIcv2zZkjK194QYqSkiSqeXMZ+txzcu2iRdL76qslOKRueTZbHd6RrwbsjTCQ37mf5awflnwLbD0s9P1BkLBVp9g6pd/MAzxdL7hALv3+exn1xhuqNxUFNmSzBnrJs/8C/PWTa60sKHDJckt0OpWlg8wfZztUXq4mPdX4wLkgelSu4zZMXqy0pkY2FJtOxiEiIiLnYPCH3AYXR5jVQ/5nc3GxV5fF+T4zU80sdSaWvzHt53Nk6VJJWrGi9nc9Lr1UmvXqJWc89ZRct2SJ9L/5ZgltZBYOsn6S95gOXrTtFi9RsWEW78+Sb4EtNjTUYuZXh94JJj+XFVVLXnrdWeetBw2q/T+CQ8wACmyrvfgY52oF1dWyh5mu5EIbi4vV4K8zoezvh2lpTs34MbertFR+yMwUb7csP58Tlsjr/e2iIDAREVGgY/CH3D54wgE0/4LZhN94+YUvGgrPSEtzWjkBBDKR+RPovXxS16yR1ZMny3cjRsji+++X9dOn1/49LCZGrvztNzn59tsdLvFm7tB2s6yfIJGuA5pavG9YUJD0dtLzkn+VfmvaKlJiEsLqZP9YU5Gfr77fe2fPdsk6km/AAPL+AA2ArCsuZrkocvl52lonZ6Z8n5Xl0nJyRpj85KrMJWdAabqVARy8Jt9xuKJCkioqPL0aREREfofBH3KrnOpq2RWggyf+6tvMTKfP1nSF9Koq+SU72ynLwgBgeYDWpT6ybJksffxx+XrYMFlw222y6/vv1eB4VGKitDvjDBUUMnJmuayKMp2k7DXL+ukRL9FxlrN+ekZHS3gwD3GBDqXfzOF7aZ79k5VUqr5jluyfN0+OLlsm/06ZIvkHDrhsXcn7BWr2Mku+kTs4M4CCbdWd2ytKH3vroDUm3nlTP06i+nhzIJWIiMhXcWSM3C6QS6f444DQNh8qf4ZyAijR0ViBUPINQZzcPXtkz6+/mgR0Di1cKAcXLJCq4mLVy6fXVVfJBTNmyA3Ll6sSb8FhloMxjXV4W92sn24nW876Afb7IWMQ0JK23eIkJPREcBIJqan7LA9w97vxRmk3bJjoystlyUMPSVUAbP9k2aaSEqkIsEHUlIoKSfHCfn7kfzKclF2HMr/uLsWGkmqfpadLlZdNDEK/sqX5+Z5eDSK7Mk0D7ThLRETkaqEufwYiM1tLSqRYp5O4UH79fBmyfX7OyhJfgtDB1xkZMrFzZ4kMCXF4Odv8rOQbMncQ6Ck4dEhlNmTv3Cl5e/aoXj6Q2LevNO/dW/2/2wUXSGyrVtJp1ChJPPlkCW7E+2jz+pXqJMVsYL5dj3iJspL1Awz+EMSHhkqr8HDJNOv5EBYRIq27xEnq/hPfK2SWdTm5qQQHm2asBQUHy6g335RfL79cbSOrxo+XUVOnOjWzjXwDyiehIfVZTZpIIA3EEblzkk6PRpRsRVneL9LTVRk5d8Nx5ufsbLmhVSvxFpuKiyVXM4GHyBeOszjuDA+g4ywREZGrcfSd3A4XZv8WFcmYZs08vSrUCL9mZ0uxD87MytfpZFZ2ttzcurXDs6B96ULaoNdLeU6OlKSnn7hlZEjf//1PEjp3VvdBL5P/3nyzzmPDYmOlxUknSY3m9SLog5s7HTLP+gm23usHMNjfMjzcTWtHvtD3xzz4Ax16x5sEf1D2LSe5VFp2iq1zX2S5nTdtmsy7+WY5+Mcf0mrQIJURRIEH5y+BEvxBj8Z1LPlGbrS5pERKdDqJdXCC2PzcXEn2YKbaqoICGRwXJ728pOfgYmb9kA9CHy0Gf4iIiJyHwR/yWOk3Bn9816HycvnXh8v3oQ786XFx0tuB7BBvy/qpLi1VAZ3itDSVoYNBamN5tv/eektKMzNNyrYZtTn11NrgT9Pu3dX/E7p0kSZdu6qAD5YV37GjynrwpPKSaknZZ/pda4+sn1jrWT/9mfVDZqXfMJBgLqFFpMS3iJCinBMDhUl7iywGf6D1oEEy5IknZO1rr8na11+Xlv37S8sBA1y67uR90EAewUQEmf3d/vJyNWGCyJ3l0xBgPd+BawRMzlmYlyfekmEe5uHzp31lZXLUS/sQEdUH/bPw3e0UGenpVSEiIvILDP6QR2RVVamLEmv9GMi7ZwJ/n5mpLnB92XdZWTK+Uye7L8492eMoZ+dO2Td3rhSnpBzL4ElLk0rNoPbo6dOly/nnH/shKEjdT/03OFiiW7WS2NatJbZNG4lt21biOnSofVzHESPUzRuh149BU0IfWT8ozVUfBn/IPPPHmo69E2TH6hPlK3NTy6SsqFqi4y0HF/vfcotkbtok2Tt2SJAbSh6Sd1pTWCiXJSaKv2PWD3kCgvWjmza1q7Qmzk2/xmQXD5R7M5dTXS0LcnM9vo9Ywqwf8mHIouvkYJUGIiIiMsXgD3k0+4fBH9/MmvFkSQ1nBiD/yMuTcS1a2PwY9Ko64sJZlMjQyTtwQAV5MLics2uXDH7wQelw9tnq70XJybLj66/rPC48Pl4FdbRZOm1PP10u/f579fvoxEQJ9sEeWyrrR1OWC9r3TKg36ycyOLhR/QLI/zQJC5PEsDDJtpAB17pLrOxZlyO6qhMRxuS9hdLrNMv7BQxGjnjlFdHrdBLJkiQBa21RkTp2+HPfJ51eLxs9ONmBAhfOz/aUlUkfOyZyoFeQN2W5IPAyNCHBYxmCGZWVsp3bL/mw9cXFcnXLlhLh4Qw6IiIif+B7o4HkN9CE9H8tW0oUZ0/7jIqaGpmbm+vRdags10lxXqUU51VJdWWN6KoNYtAbJCwyRMIjgiU6LkziEyMlMrrh3dvivDw5Iz7e5ovz7aWlTs94QnbO7lmzJH3dOhXsqTHrTZK3b19t8KdFv37S/9ZbJaFTp9oMHtzCY+uWqYps2lRaN60/Q8bbHdySVyfrp2sDWT8nxcRIiB8PyJJjMNEg20Lpt5DQYGnXPU6O7jrxN/QB6j6wmfqbJebbGzLwsB1S4EApNHsHp33NzrIyKfPBvn7kH1YWFtq8fWFijqfPTS2Vr5uVlSUPtm/vseCT53OgiBxXodfLhuJiOTMhwdOrQkRE5PMY/CGPqUYj4eJiGcHZ0z5jUX6+FLm5/j9KeRTnVkrGkRLJPFqqSjLZIiI6RBLbx0irzrHSrE2UBAcHWbw4/zErSx628eLcGSXfEOwx6PWqnw6gbNuWGTNq/x4eFyct+vZVN/TdQWN5o/j27WXoM89IICgpqJLUA8Umv+vQK0EiY+o/bLHkG1kr/YasRUs69E4wCf5UV+rVvqZtt7gGl7t39mxZNWGCDJ8yRXqOG+fUdSbvhr4k/hz8Yck38qStJSXqfDPehqzluTk5Xhmo3FFaKjtKSqSfhQk6roT3DdmJRP5QJYTBHyIiosZj8Ic8CoNxDP74hoLqavnLjfXDEfTJOloqh7bnmzRkt1VlWY2k7CtSt/DIEOnQO14N8kZEme72dpWWypbiYjklLq7BEji7ysrEEaWZmbL/99/l4IIFkrtnj/S68koZ8fLL6m/NeveW3ldfLa0GDlQN5REU0pZvC1T7N+Ye65x8XEhokHQdUH/WD8J7DP6QJfWVGI1JCFcB4rz08trfJe8ptCn4U3j0qCrXuOrFF6VJ587ScsAAp60zebfNxcVS0bKlRPph9nKlXi/bSks9vRoUwGoMBjXwe2Hz5vXeL6WiQt3PW/2akyN9Y2LcWiJyeUGBmtxE5OsOlZdLemWltPl/9u4CPK4y6wP4P5OxuLtWUknd3b2ltEDxZXEWWFocFtcPFmdxWRaWxb2Flrq7uzdp3H2SyWQk33PeNmkm1sjIvTPn9zAPycRuIzP3vuc9/6PROPtQGGOMMVnj4g9zKsrnpgu3WK3W2YfCLuKPoiLUWBpkcNlRUXYVju0oRGWpdQRaR9VUm3FmfwlSDpaImTHdBgZZFYF+LChAXx8fKFspupzU68WCWFtRfFvqqlU4+csvyNq2TXT7ECrs1DToIFJ4emL8Cy90+N/mikoLqpGfbr3wmNAnsEnhrrFErRZ+MpxtxOwvWKVCiEqFombm/tR1lTUs/pTmV4t4Sb/g1hccht17L0pOn0bamjVYcc89uOzHH+HLA4rdpnuZZuK44q7k/Tqdw57vGWvJxtJSzAwOhqKVwslPBQWSjjfLNhiwrbwcox30OEHnqTT/iDFX6rK9IizM2YfBGGOMyRpvL2eSOKlj0h++u8UBPyea53NwQy52r8hutfBDXSABYRoxrD22B3X0+IuXgyK0UKpaflij+TG0o3/TT2linozZdG5xq9BoFPnoF5v3056upSXXXYe1Dz6IzC1bROEncsgQUeS5YcsWTPvXv9r8udwNfe9O7rbO7ldpFEjse/EOwf4OjlZh8ot+a0l4gg/UXtYdHBknLr6bnIq5k155BUFJSdAXFGDl3/8Ok/5CEYm5NleNVtrlov8uJr/ZWq2dex2rrMSxDnZkO9KSwkLRPe4IW8vKUCnBCDzGOmpbWRks3MnGGGOMdQpvkWZOt6O8HJeHhrbadcGc3/Vj7xNv6vY5uDEPNfrmL1q1vkpEdfFFRIIv/EM08Ghmhk9d8aCyzIiCjEoxJ6i5yDizqRan9xUjJ6UCfUaHIyjSC8uLi8UO7pby5Q9dZN6PvqgI2uBgEe1Bt4SpU0XcG0W69Zg/v37GD2tdUbYeJbnWi+dd+wdBpb54tNIALv6wi0S/0Q7s5tBMMCokpxy4UATOPl2BHkNDWy0oE7WvL2Z8+CF+u/JKFB45gvVPPIEpr7/O8Y1u4FRVlegmo64yV0ELxx2NOGXM1qiLpf65nbqkn3kGeO451D75JH4pLIRcilgbysowJaj16NrOovP0i21kYkxuKsxmMXP1YvHcjDHGGGsZr0wwp9PRSR1ny0sWZS3bc/AzFWuoEEPdPs0VfnyD1Og/IQLjrkgQC7EBYdoWCz+ECi++gWp06ReEUXPjMHpeHGKS/KDwbPoxVCTa+WcWjm0vQGWNSezOtEILDQoFKp55BgUtxEVVl5Zixxtv4JspU5C2dm39/f1vvBHXrlmDoYsWceGnE10/Wm+lmNV0MbT4GsOZ4KyDnT+Eij9icFSDInHOmYo2fW7/2FhMe+cdeCiVSFm2DCkrVnT2cJkM1J7fwOJK9lZUiHkrjEkBzWUsqKk5dz729NN0oiD+n/3UU0ivroZc0AYje0cp0t9uS9GmjMkZp4QwxhhjncPFHyYJFFPApNv1Y69lIIu5Fgc35IkItsaUagWSR4Vh9KVxiOrqJ3bmdwTN7Og7NgJjL49HdPfmd42lHyvDjqWZWJFeKPLZhQYLDX7PP4/ZH3zQZKbP/n//G99OnYoDn34Kc3U1zq5efeH4vbzgqVZ36JjdFS2005yVhroNCoan8uJPVf19fOx4ZMwVhKrVCGplJpSXrwphsda/R+nHy0RRsi2ihg3DhBdfxKA770TXmTM7fbxMHlwt+m13RdsKnow5Aj365tO5GN0aiPm//2tyXiZl5SaTmGFkTyu564e5KIp/pL8hxhhjjHUMx74xSThSVSVO6lqK3GLOkWswYI+dFoKMNWbsX5OL4kYRXyQ01ht9x4ZD42W73wda2O03LgIJyYE4sjW/SRxcRXENti5Jx0uVwHubf22y0DDvnXfE/5fdfTeyt2/H5hdeQOmZM+K+4J49Mey++xA/caLNjtfdmIwWnNxj3fXjE6BqsWDXGM/7YW2NfmutU4Pmh1FkZB1dSQ3KCqoRGO7Vts8/f75NjpPJR15NDc7q9Ui8SGeZHNB52AmOfHMrNPuwptp84aa/8LLZaBEdkPT8TO9nNtbCZLKg1nKuIC7q4rXnCjT0CnVlU5e1p6cHFEr6v+Lc6yoFVGoFVFpPqDUKqDSeUGs9xf+1Pkox14+6tptDBZ4+58+/Gmt4XiYHK0pKMCEwECo7RIIer6xEmow6oRhrb6QhnbtNCw529qEwxhhjssQr7UwyJ3W0e3Y6n9RJyp/FxXbp+jEazCLmrbzIugBD1/5JQ0KQ2DewxYWAzqJ5QSPnxCLtWBlO7SkS3Ud1aJGjy9P/BDZ/3eJCw5dbtuCPPXvE614hIRjx0ENImjeP53t00tkjpTBUWcf+9RwW2qaOL61CcdFIL8YI/Z60VvwJjfGGl58S+ooLO0wzjpe3ufjTkKm6GhueeAJ9rr8ekYMHd/iYmfTR+YsrFH9oswcHvrkWKtRUVRjFTa8zQV/3f51RvGw02DeKrC2oQERFoLqbl68S3n4q3PDrF5j3WevdPXIqAFFxdXNZGSbZYfYPd/0wd4h+4+IPY4wx1jFc/GGSQYO4ufgjHYU1Ndhph64fU40Fe1Y2Lfx4Kj0wcHKUWHy1N9qdmtgnEKHRXjiwPg+60hpx/8It3+LBFgo/dW7dswe/Auh93XWi20fj72/343V11VUmnD1kvXAREu0lOsDaoq+PD5RcfGNt7PxpDRWd43oGWM2eyj2rQ8/hoWKnenvs/fBDnFm6FJmbN2Pet98isGvXDh83k35U2lXh4VDYadOCo+ziyDfZonjKqnKjOJ+hjkVd2bn/030NN7lIRa3FjFqzEbVmE8xmI4zlHtB5KulkEB5KDRZt/Q5XXeR8TI4FoFXnu39s+ViRWV2NIzw7lbk4iuWmOV/xWq2zD4UxxhiTHS7+MEmd1FFkQQKf1EkC7SKkjixbouiQPauyUdYock3t5YkhU6PgH+rYn71vkAYj58bi2I5CXP75x80WfnSUNQ1g1PnXZwM4SVGFoaFYxoUfmzi9t0h0XdXzONf109buL458Y20VrlYjUKlEaSvZ8TFJ/ji1twi15zfE08Jp1qlydOnXvt3ag/72N2Rt24aCgwex7LbbcOnXX8M3Kqqz/wQmQRVmsxhM31fGj0UlRiNS9E1jWJk0Cz3VOhPKigwilpI209CNNtdIoahjriiCsTQHppIcmEpzYa4oRMise+GhVIn3KVz2L1QeWtXi53hs6KV4cPcS8fKHAH4CEH/+lgCAyujJ9HjeqABEXU5/3vN3SFmR0Yid5eUYGRBg0zg5xtxloygXfxhjjLH24+IPk5StZWVc/JFINAX9LGyJLsoPbshFab51JrnG2xPDZsXAx18NZ/BUKvDI/h8xr5nCzwEAV9BCBYCD5xceSHe6yWinqZTRglXWKevd5rFJ/vAL1rTp42n3bD8fHzsdHXPV7h9afGsJdfhEJvoiJ4VKv+dkHC8T3YLUNdhWKm9vzPzoIyy59lqUpaVh6c03Y+5XX8E7NLTT/wYmzeg3ORd/OPJNuuj8qbzYgJK8apTk6sV5FM3ksSXaa0Ebcejxr+6mVHuKrmylSiHm9tDLdM4k4ljpv/MPh7RR4/RPXyF91e/QZaTBYjI2+fy9b1kIaH1E7G+Fvx9a61O5+3zhhxwFsLaF96NH0k0Aep1/fdZ77yLzZDl+uuF2BEV4ITBc2+6OTUdtrrJV8YeKSdR5yJg7oHO3BWFh8JR5ly1jjDHmaFz8YZKLHLkyLIwjnJxsbUkJjDbu+jm+qxAFGdaDpGmhYdhM5xV+6oYJz3v33Sb3fwXgDgC0DzqOhno3KP7IMWpEqruXj+8osLqPFpe6Dwpu1wwXb0/pLe4w6aLfmdaKPySuV4BV8YdmZBRkViE8vn2FRq/gYMz5/HMs+ctfUHb2LJbdcgsu+fJLaAMDO3z8TJoOVFbCYLFAI9PzF458k9ZzY3mhAUU5elHsKcnXw2zs3DmZSqOAl58KXr50U55/mebrqMS5mEqtaLXblo5Jl5WFnD17kLt7N3L37sW8b76B5nwR42ytDuWpp8XLCpUKfjEx8I+Ph39cHHyjo9FrXGz9+w4c9w/Umh8WnUBGkwI1BqC60gR9WTV+vW48Gj7K3g5gOBXgAaSdv50CkHp+Y05sg/d9FMD3K/+LstQT0Mb1g7bLIAR264bQaG8RKRwU6SUKWc6WZTCImLY+Nti4srK42OZd+oxJlc5sxuHKSgyQ8UYLxhhjzBm4+MMkpdJsxqHKSgzy83P2obgtWrzaaOOun7SjpUg/WtZkIWLojGj4BDiv8EMubVT4of2qDwKou3cmAOoJCm7l47n40zG0uE47mRvq2j8IGu+2PzUN5AtAZuO5P4R2jFP3WUXxhYjK9GOl7S7+EFr4nPOf/2DJDTeg+ORJrL7vPlEQamusIZOHGosF+3U6jJBhHCh1D5yttn4sZo5lqDKhMLsKhVlVKMqqgtHQsQg36nTxDVTDJ1AN3yC1eJluHemAMZSVIXPLFmRs3IisHTtQmZNj9fa8ffsQP3GieLn7pZcifNAgBPfoIeItFa1symg4K9G6x9cfaxctqt9YQ/qfvzVGW4nO0ONrg/t20Yw2euHUduhPbRf35fuGID1xELy6DIJP7zEIivJDaIwXQqK94R+icdrj8Kri4k4XfypMJmyx8fk6Y1K3rayMiz+MMcZYO3Hxh0kyz5eLP85DcW9UhLOV4lw9Tuyk/ZkXeCiAQZOj4BfUtmgve1qycGH9QkMxgMsBbDj/tqcAPEPdKBf5eNZ+xhozTuyy/r2gXcgJfdrXEcEXgKy9ItRqBCiVKGtl7g8tCCYkB+Dw5vz6+4qy9agsq+lQwTogMRFzPvsMqxYuxPAHHuDCj4vaUV4uy+IPx0Y5qbunyID8tErRVdiw0NxWtImGChgBoVr4h577P0XpdvTxhY6p1mKpL9ycXroUW55/vv7tHkolwvr0QeSQIYgcOlT8v05wUpK4dVbdZpqGBaDmUAm/X6P75o66Gme6DoUh6yiqz+6HIfMIzLoiVB5eDX3qbnj3Gnuuk4rOS7dnQ+vvIwr6EQk+CI70hsLTcY/Lx6qqxKzTaE3Hz4PXlpbavEufMamjTaJVZjN3/TPGGGPt4NbFn40bN+K1117Dnj17kJOTg19//RXz589v9WPWr1+PBx54AEeOHEFcXByefPJJ3HTTTQ47ZndA7dw6kwm+Srf+9XQKuvBfbcPBsbST9cD6XDS+Nu07NkLEb0hBw4WG184Xfmjp7n/U1XORj128aBF3/XTQ6X3FqNFbFxl7jQgT8wTaKk6jQbDq3ABpxtob/XaxmKvILr6iQNlwB376sTL0HhnWoa9JO+KvXLoUCn5uc1m0oEu78f1k9jOmeT/MMbN7SvKrkZemE0UfijprD29/lTh3Co7QIjDCS2yY6Gwhmc77io4eRcqKFUhdsQIDbr8dvRYsEG+LGz8eQd27I27cOMSOHYuIQYPELDN7a2sBqKFf/74Quy6/Gcl5epTmDUZpwQKYDQZUZx5FdepeKLS+8FCcWyyurbUg+5M7oAyIRGHvcUjrPR6agCCExnqLYlBYrA+UavvHw9H59l8jIzv0sdVmM9aXltr8mBiTOlNtrdiwMJ7jcxljjLE2k9fVqY1VUmbsgAG45ZZbcPnltN+/dampqZgzZw7uvPNOfP3111izZg1uu+02REVFYcaMGQ45Zndgrq0Vi3KTgoKcfShu54BOh0Jj00G9HWGx1IrCT+MF/q4DghDdTVqdXXULDc++847IlX+0mR2ljX19w53YyIWfDqHB1bSI3lBYrDfC4tq3qMQdgqwz0W8XK/5QITK2hz9SD11YYMs6XY6kISEdnhvRsPCTf/Ag9n/6KSa98opDFlSZ/VnOL0rJ6fylsKYGaRz5ZteCD3VA56TqUJBeiZrqtndW+wSoEBzljeBILwRFUFePbS7bqOBTeOQIzvz5pyj4VGRm1r/t7OrV9cUf/9hYXPnHH3CG9hSAaCPO8rvvRiggZvvUnYOem5sUiaKskSjNr67fiGTMPwuzrljcqEuoZO2/4dV1KMr6TEJO9+Hw1GjE+UhUV4qI827XppT2oNlzl4eGdmizGxV+qPuBMXe0vbyciz+MMcZYO7h18WfWrFni1lYfffQRunTpgjfeeEO83rt3b2zevBlvvfUWF3/scFInp8UTV7HGhrsIz+wrbjLPJSTGG90HtjQ9xzmKT50SO1vrFhq+asNCwxtjr8d7MZegX0qFWBxg7Vt0OratAGjQDUZRK71GhrV7B/MgjnxjHdSzjcWWuF4BSD1cWv/7SkPXs0+XI7535xYdzDU1WHXvvWKGxvKSEsz46COo+ffZJeyUWfFnj07n7ENwyee5iiKDmGuXk1oBQ1XbFuk9VR4IifIWBQe6efnZvrPVZDDgtyuvFPPH6ii9vESXT9eZMxE/fjykgs7LtAoFZrz9drs7sBUKDzG7jW7dBgTDZLSgOEePIpqr5N8Tiru+QNWJLag8ug41uaehP71D3BQaHwRPvxsW8wTkna0UHUAUC0fnelSE81DYLhqOIts2l5VhZkhI+z7OYrFplz5jcnNGrxcbF0LVzp0byxhjjMmFWxd/2mvbtm2YOnWq1X1U9Lnvvvta/BiDwSBudcrLy+16jK6CBg/nGgyI7EQWNmufLIMBJ6tohG7nleTpkXLI+sJU66NE//ERNr1w7qy0deuwatEiJF97LUY99libdppS4efdMdeKxeCDG/PETlKpdTJJWfbpCrEDt6Eu/YLg3c5FrnC1ulNZ+cy9tWXuD/HyVSE8zgf56ZX191HXGhWFOhO35KlWY+qbb2LZ7bcjZ/du/HnbbZj16adQczeb7KXIbFGKI99sR68ziue4nJQKVJa1rYuaCjxUXAiL8xGFCipa2JKpuhr5Bw4gesQI8bpSo4FXSIjobkmYPFkUfCjWTardh+YnnwSCg4Gnn+5U9C51a1KkG91IZVkU8tN7Ij/tauQfO4nKI2tReWQ9zBWFUAZE1H+coaQIGRU6ZJ2qgMbLE9Hd/RCT5N+h2W/N2VBWhunBwVC04/lkS1kZKrjrh7m5HRUVmNPOwiljjDHmrrj40w65ubmIiLhwQUDodSro6PV6eHk1nWHy8ssv47nnnnPgUbpW98/8sI7NVmDtt9ZGuwiNNWYc2phn1dlB17QDJkVCrZXOcM7UlSux+oEHUGsyQZeTg1qzWQwzpoWEQKUSE958s8nHfHbZrXi3x2UX7qgFDm3KEy9yAejiqqtMOL6z0Oo+Lz8luvRrfxcFd/0wR8z9IfG9A6yKP7SoSzvIQ6I7t1hK8zPmfP45lt16K/L278fSW2/F7E8/hSYgoFOflzkf/V7NksGiFEe+dZ7FXIv8jEpknixHUVbbNtD4BasRnuCLiHgf+AapOz23pzklZ87g2Pff4+Rvv8Go0+H69evhHR4u3jb2mWdEAUjqxWaVhwfG0+PhU0+du6NBAaj2ueew+4YbgJqaDn1uKt506Ue3IBgmRyI/YwjyUv+G7F17oI7uWf9+pZu/FkUhn+QJ8B04CwZ9dxEFGhSpRWySPyISfTsVC1dsNOKgToeBbfxZUDT28uLiDn89xlzFjvJyLv4wxhhjbcTFHzt77LHH8MADD9S/ToWiuLg4px6TnKJT5oWG2uWimFmj3HA6ibaF49sLoddZ76bvPjgEgWFaSMXppUux7pFHRMGn2+zZYuZGw1kcZY89BlCWdMOdps8/D/877kD88lPW82rOF4Do15Qj4C4e92aqsVjd33tEWIcWTgZz8Yc5YO4PCY7ygk+gGpWlFxYZ046Wdbr4Q8L79cMlX3yBpTffjIKDB/HHTTeJDiDvUJpeweR8/iKH4g9HvnWcrrRGFHwoBtJosH5ea6ngQ+cIVCxob6dre+Ikz65Zg6PffoucnTvr7/eNjkZ5RkZ98ScgMRFyMMLf/8I8nLoC0DPPAM89B4+nnsKUkhJ8m5/f6a9Ds5TiegaIW82kaOSd1YnuLSry1+SloNZYDd2BFeKmjkwSRSCLcTxKcqtxbHshorr5io/1C+5YNzLN72lr8WdbWRlKLtKxypg7yDu/eSFBK53rS8YYY0yquPjTDpGRkcjLO7fLvw697u/v32zXD9FoNOLG2q/IaMRpvR5JEo2icCVby8pE9nhn0e7X7DPWi6k0pLhLX+kM5aQBx+sefhi1FguS5s3DhJdegsLTuiOpr49Pk4UGen2GyYQNo8rgoQDSjlgXgCgCjnABqHm5qTqr7gkS1dVXRN20V5BSyRd7zGFzf2gDAnX/iFlV5xVkVKKqwmiTRdzQ5GTM/fJLLL3lFhQdO4Z9H36IMXWPP0yWsg0GcZN6NCVHvrWPxVKL/DSd2ADSeKZhc7x8leKcgJ7rfIPs+7uQt28fVi5cCH3hue5aD4UC8RMniljb2DFjxOtyM6Xx7Cx6XGzw2Dg6IABLiopQacMINLXGs74QVF1pQs6wL3BmzTbkblwiZgTV5J5C8fJTKF3/OfxHXoGAEQuQcbxc3IIivcRzBUXLtSe+73hVFfJrakScbWsstbX4k7t+GKtHGxf5eoAxxhi7OC7+tMOoUaOwbNkyq/tWrVol7mf2O6nj4o/9OzIoc9wWcW9Ht1rvwKRBuf0kNOcnff16rD1f+Om5YAHGP/98kwURH09PdKm7kGi00OCvVGJiYCBqhllEwYd2/1t1AG2kDiAPRHbhrpSGaqrNOLb9wsI5oQjAXiM6Fus42M+POwKZw+b+1MU6ntpdJIaG18k4Xoaew2zToRPcsycu/eYb7P3gA4x4+GGbfE7mXDslHl3LkW9tZ6gyIeNkOTKPl8GgN190tgwVe6K6+YkZPvZ8rjJWVkJFm1UABHbrhhqdDt5hYeh15ZXi5hsVBTkX5y9WPFUrFOKcbGlRkV2OgWZVdukXjC795qDixqlI3Z2GU4t/Q+mupTCX5aHWoLc6ly7OqUJJrl58XFwvf8T2CGhT3DFtvdpYWooF5zuzWovDLjS2bZYUY+5gd0UFrgwL42sCxhhj7CLcuvij0+lw+vTp+tdTU1Oxf/9+BAcHIz4+XkS2ZWVl4csvvxRvv/POO/Hee+/hkUcewS233IK1a9fihx9+wNKlS534r3BtFElyjcUCpQx3LMpF3Y7Dzjq5qwiGKutFkV7DQ8XAdKkwULSdxYLul1zSbOGH9Pb2bvUiggbzUkRHz+GhoGaphhFw9PrBDbmARyQiE7kAVOfYjoImsTi9R4Z2eAYUz/thjp77Qwu60Ul+SG9Q8KXIp+6Dgjs176GhgIQEEUHZcDGxNCUFQd262eTzM8ei3yspF3/2cuTbRZUWVCP9aClyz+pQe5FkN+pyju3R+RkwF2Mxm8VGlkOffw6z0Yh5330nzlk0/v649KuvENKzJxQq6Zx3ddQkit5t4/utLC62Sfd6a/yCNOg/rQf6Tn4Yeal34MhvK2HQXIjPq07ZLeYD+Q25FLW9xuHUHhPO7C8RRUDqfqcZQ63ZSsXi0NAWr3e464expmjzzomqKvQ6XwRnjDHGWPPcuvize/duTJo0qf71utk8N954I7744gvk5OQgPT29/u1dunQRhZ77778f//rXvxAbG4t///vfmDFjhlOO311m0RyqrMQgiQ+llbMNpaWd/hxF2VViIbShkBhvRHeX1s8t6dJL4RcTg/D+/VuMQBGRb62g7p8JgYFYXVKCXiPO7fpvUgBanwuPiZFiEcjdUW5+bor1IiNFonT0e0OdGt1biNlkrCO7y9tS/CHxvQKsij80vyonRScWfO1h15tv4uAXX2Dya6+h68yZdvkazH5oh/5ZvR6JEn284si35lHRtSCjCmcPl1w02k3t5YmY7n6ISfK/6OK+Lbp8Tvz6Kw5/+SXKz1+beCiVKE9Lq5/hE9a3L1xBsEqFAW3c5OGnVGJMQIDYlOMICk8PRHUPRNRDV0GvM4pz38wT5cjftww1uadRtPRNlKz/D/wGzoLfwNnIOlmLrJPl4rynS79ABIY3/3hA0XX7dDoM8/dvMQnBFhu1GHPFGXtc/GGMMcZa59bFn4kTJ4qLvJZQAai5j9m3b5+dj4w1vuDh4o99lBqNOFBpPYelvSzm2iaRXp5KD/QZLY02/LK0NKj9/OAVHCxejxwypMX3paPt04YLiBnBwaJoRuEbVACihxGKgKpDrx9Yn4sBkyIRkeC+BSB9hRFHG8xJqYsCTB7V8d8N6vqRwu8Vcw092hErSou7oTHeKMyqqr8v7WgpYpJsH0NIu/tLz56FxWjE6vvuw/CHHsKAW2/l330ZLkpJsfhTTIUpjnxrci5DmxVSD5Wgsqz1aC2Kc6PZLvT8TsUAezKUleHwV1+Jog+9TDQBAeh91VVIvv56+EZGwtWMDwiAoh2PddSRvbGsTHTHOBJ1ticNDkG3AcFI7/kSDn75DQo2L4FZV4SyLd+ibNuP8Ok9TnQD5SNJzD0MFHMwgxAW17TLnP4NovgzZQqwdi0weTKwZo34d9kr2o4xuaOi6XWcEsIYY4y1ip8lmeRR5w91ADHbo5iJzl4s0+Jn44WSHkNDJBH3pi8qwrJbb8Xia66p3ynbmliNRnT2XAy9z9iAAPEyXbxThBnluzckCkDrcsVwaHcdjH1wY57ojmio98gwaLw7vu9gCBeCmY3n/gS24W++Di34NqQrqUFxzoW5D7ai8PTE1LffRp/rrxev73z9dWx88kmYeee3rFB3TWubjJxlL3f9WM0rpILPxh/P4vDm/BYLP1TkoQ6fUZfGYcScWER19bN74Ydkbt2KPe++Kwo//gkJGPP007hu3ToMf/BBlyz8KD086s+v2ipEpcIIJ54b0O9B4uA4XPr2o7js9+Xofvsz0MT0AiwmVB5Zh6Ll79Y/DpTmVWPfmhxs/S1DFBtrLRceH05WVcFAiRRU+CH0/ylTsK28HAU864exZtEawZGqC5tyGGOMMdYUF3+Y5Jlqa8WuHmZbdCG6+fwu0o6qrqRMc+sMcv9QDeJ6tu/C3R5Mej2W33UXKjIzxb+1bihyay4W+dbQzOBgsUhxoQAUhtieTQtA+9fnit2e7iblQDFK8613ltMQ7OhuHV+goci3JAnuomfyj35rq9BYb3j7Wxe2047YJ26ICkBjnnoKo594QsRUnvj5Z/x5++31u/+Z9JWaTDilt31xsLN43g9QU23GqT1F2PhDGk7uLoJB3/wmI423p9jQMuGqRPQdGw7/EI1dj4vOWbK2bat/vcv06UicNg1T3nwTVy1bhj7XXQdVOx6z5IY2eFCUW3vNCgkR3dvOFhzlh8kPXotrfv8Jg5//N3z7ToL/sPn1XT4WQxXKtv2AsuwCHNyQhy2/pdcXge676SZo1q+3/oRr1yJi1izn/GMYk4mdNNOVMcYYYy3i4g+TTfQbs62jVVUo6uROwhM7C2E2We9qpiKIh8K5l+AUmbTmoYdQcPCgiEeZ9ckn8AoJuejHtSXyrU6gSiVy5uvQhT3FmTWe/0FDovevy0FBhvsUgEry9DhzoMTqPi9fJZJHhXfq8w7myDfm5OIP/f4lJFsPIi/IrEJlmf06cvrecANmfPihWPDN3rEDv//1r7CYTHb7esy22jpTypFxrykSLEg5suhzkoo+P55FysESmIzW3al1fAPVotgzfkEiuvQLglrradfjKjlzBusefRTfzZiBdY88Ut/lR0Xg6e++i26zZ4uXXR3NVOxoF+dQCXUGU4fz0KvG4qpv38eQm6+E9nzHs+7wGpRu/BKZH9yEwmVvo+TkCVEEuuWSa9F7+/ZmP1f3bdtEYYgx1ryDlZUwWJp/LGeMMcYYF3+YTFAUQglHHthUZ7t+irKrkHvWevcwFT4Cw7Rwtu2vvoq0NWvgqVZjxgcfILBLl4t+jJdCgW7t7CqZ1aD7p74ANDpMRMM0LgDtW5uDgkzXLwAZ9CYcXJ8HNKgJ0reo/4RIMe+nMzjyjdlDj3b+3Ud392vyu0zxl/YUP2ECLv32W/hGR2PAbbdB0YGd8cw59lVUOHwWSWuok1o6R+Pgos/uQlH0ST1Y0mTjSp2gSC0GT43C6Plx4rnc3tFuVPRZ88AD+PGSS3Bq8WLUms0ISkqCvti6q9odUPRue8/DGpojke6fhpQqBRL7BmHcggT0GxcOv+gYqCOTALMRlYdWI+eLRQh8+2pkpexHayV9KgxxAYix5tVYLDjIHa2MMcZYi7j4w2ShVoK7Z+VMZzJ16iSZ5rkc215gdZ9Ko0DSkIt319jb8Z9/xuH//le8PPGVVxA5ZEibPq6Xt3e7BgyTIJUKo2g4bwNUAOozhgpAfk07gNbmunQBiH4vDqzPRXWV9RJG90HBYkB2Z9Bclu4c+cbsIEytRlA7iim0mBfXKOIx+3QFagz2nU0X0rMnrlq6FElz59bfp8vJQS3vdpW0CrMZJyQ0j8DdIt+sij6HSlss+kQk+mDEJbEYPisWYXE+du8yLc/MxNqHHxZFnzPLlomc2MSpUzH/xx8x5z//ccl5Pvbq+qkTpdFIqvunISoiRnf3x4zHrsTMz79B17v/Be/e40G9XAcMlVhAGxFoVmUrn4MLQIy1jNcJGGOMsZZx8YfJBuf52s6OigoxS6mjMo6XNRmKnDQ4xO6xKBdjMRpx8LPPxMtDFi5Et3bkpLdn3k/j2T+Ni0aiADQ6XHQIWB2fuVYUgAqzpLMQaEu0wFaSaz3nJzjSS0TmdBYt6HDkG7MXKv62R3zvQNHRVocWlDNP2P85StmgAFpVWIjF11yDVffeixo3W9CXG6ksSlXQDCIJFaLsieLcTu8rbr3o43FuFt2Yy+IxcFKUQzuXa8rKcPr3388VfaZNwxWLF2P6e+8hvF8/uCOtQoERjTbTdMTc0NB2b+RxJDqPiezihykLp2ObRo80AE/SJgQAA6kLvcH7nmzm47kAxFjzjlRWQm+27yYcxhhjTK64+MNkI8NgQK7B4OzDcAlbOxH5Zqwx48x+6zgS/1BNk1k3zqBQqXDp119j6L33YvBdd7XrY9sz76ehULUaI5tZsKC5R33HhCO6W9MC0L41rhcBl3WqHGlHrH+vKOO+/8QIm8yAGibR3bzM/eb+EK2PEhFdfK3uSz9WKrrfHKXg0CERDXV21Sr8dtVVKE1JcdjXZu2PWjNLIPptvxtEvtFzLMUwbvopTZyrtFj06eaHsZfFi0hSmu9jbxWZmeeKPeeF9umD4Q88gMt//lnM9KHOPnc23N8fGkXnL0sjWjgnk5r7b74Z/ffvQgyAF+j5A8D7Dd5+hp6XaCMTgE/o96fB27gAxFhTtKmRnuMYY4wx1hQXf5isSGX3rJylVVcjsxNFNMrKNxqsY4Z6DQ+1yQK/LWiDgkThx6MdiwjRGo2IcOsomv3T3E5TUQAaGy52FjcpAK3OQU6Ka/w+0/ynI1vyre7zUAADJkdC49X52SRhKhUSOfKNSaj4QxKTrSOKDFVm5KY6buEhYdIkXPrVV/CJiBCFn18WLMCpBovLTDqqzGYcq3R+wd+VI99qLbXIPlOBzb+k4fiOQhH31oQHxIYMUfQZHwGfAPsXfSiacdMzz+C7mTOx/vHHocvOrn/bwDvuEEUgBowPCLDZ57okJMRqHqMU9dq+3ep16jmLavD6LgD027kXwN/oPBXAnedfb+7jGWPAbl4nYIwxxprFxR8mKzv5pK7TtnWi60evMyLtqPXHh8f7ICjCuQvztLBy7IcfOvzxfTqw8NtQuFrdYmcKFYD6jYtoUgCiTeAHN+TZfVC8velKa7B/Xa749zSUPCrcZhE6w2Swi5fJW7BKJYqM7REQpm0yy4r+nmsd2OERPmAALvv5Z0QNHw5TVRXWPfwwNjz5JEz61iZHMHfcvFIlsdlDtkJ/bwUZldi6JAOHNuZBr7OeOVenrtOnn4OKPtSVt/Wll/Dd9Ok49v33qDWZEE1/p9XW0agMSNRqEae1XeReiErV6flB9nZ85MhW334NdVQDeOP8LCAq2358vhNoGIAlSX0d2mnKmBwcq6pCJUe/McYYY01w8YfJSn5NjehcYR1jslg6VUA7vbdYdK3UoY2VPYaGwJmO//yzWFjZ/OyzHY496mjkW0NzQkJoU3GzRAcQFYAaRcAR2qF8el+RQxeMbUVfYcSeFdkw1Vh3giX2CbRpDOAIjnxjEu3+SehjvcBYXmhAab5jn6O8Q0Mx5/PPMfjvfxcPyid++gl73m8YIMSk4IBOJ56Dnfn1pRA9Z0vlxQbsXpGNvatzoCupafZ9wuK8MXpenMM6fYyVldjz3nv4bupUHP7ySzGLkIqzc7/6CrM/+wyBXbva/RjkZpwNu34anpN52SBGzl7e/uILHLtIASgUwAN0nghg3fmCEG1ROO6hwMK5z2Lrb+mi8FmRk4NaJz62MCYV9BzH0W+MMcZYU9I9K2asBTvL7T9U21UdrKzs8I6o8sJqEanSUFyvAIcsprSk6PhxbHn+efHykEWLOrSoolYokGSDSDHKmR/aSpFCITqAwhHfu+kix5n9JTi8Kd+qsCZ11VUm7FqRJf7fUHiCD3oMs11BME6jQaRGY7PPx1hLenWg+BMR7wMvX+tow7OHHd/Np/D0xNCFC0URKHLoUAy6kwKCmJToLRYccWLnjStFvhn0Jhzeko9tizNQnNN8lxt15Q2fHYPBU6PhF+y45xBjVRUOfPaZ+D9Fus3+z38w98svETV0qMOOQU60CoVdunt9PD0xO8S5m5NsUQAitLFoIoBvAfwSkwzvq56HQqVFZZkRe1Zl45er/4qvJ0/Brn/9C2VpaQ45dsakag+nhDDGGGNNcPGHyTLPV45dElKwvROFsxO7i6xeV6oU6DYwGM5So9Nh9b33wmwwIG78eAy6444OfZ4eXl5Q2mh3aGvdP8TDwwO9RoSi+6Cm3zcqrFExpdk5BRJjqDJh9/Is6CusCz8BYRqxu5r+nbYygiPfmIQ7f6irL77R7J/89EpUljXfhWBvMSNHYu7//ge177mYSXqu3PfRRyKCirnvPAKDxYKjEpg51FlmkwUpB0uw6ec0ZJ1s/nzGN1CNQVOjROHHEZG0FrMZmZs317/uHRaGEQ8/jKlvv43LfvwRsaNH2/0Y5IwiczV26tCZHBiI0E7Mc5RSAYjs6jkY9/zlVXglDqy/z1xegJqyYlTl5mDfhx/i+xkzsPi660QUcg0vgjM3xNFvjDHGWFNc/GGyU2oy4TTPM2g3ncmEwx1c/CnKrmqyu7ZL/yCotZ5wBlrQ3PDEE2KHo09UFCa98go8Orh40NcGkW91ojQaDLlIRBkVRqho1ntUWJO3leZVY/vvGWKOjlTR3Kedy7LEjtOGfIPUGDwtGp5K2z2tKDw8MJyLP8xB/JVKRKnb38kYm+QPpVrh9O6fOg2Lr8e++w673n4bP116KdLXr3faMbFzDup0MDohnukQRc7JeNMMPefnpuqw5dd0nNpTBLOx6b9F661E33HhIuItPM7HppsQWjqmtHXr8PP8+Vh2223I3rmz/m19rrsOXWfO7PB5iTsZZ8fZPLSx56rwcEgdFYBOXqQARAWify/+RhQ1/UMvdLIpA8IR+/cvEXrpI9B2GUI7EpC3dy82Pf00/jd2LI58840D/gWMSYeFo98YY4yxJviqhMlSZ+bWuPOw6Y7k/dMCB836aUjj7YmEZNtntLfVkf/9D6krVkChUmHqW29BGxTU4c+VbMPiT1u6f+rE9wrAoClR8FRavzcNq6YCUOOIPSmgotTOpVmoqrAu/Hj7qzB0RjTUGtsWA3t7eyNAaR2pxZjUun+o8BPX07pImXW6XHTIOVv4wIEISkqCvrAQy++8E5uefVbEUTHnqLZYOrwJozP2yXghrKLYgF1/ZuHA+lzx/NgYPYdSN+3YK+IR091fdOPZW+6ePVhy/fVYcdddKDl1Cmp/f1Tl5dn967oainVN0Grt+jUG+PraZK6jvRUuXw5Mntzs26gwRAUiQt1sIy+JFYVOjde5cy6FSgOf3uMRcdVziLnrcwROvAnaiATRGR+QkFD/ecrOnhWbAMw10t1gxJgtcPQbY4wxZo2LP0yW9lZUiJ09zP6Rb4WZVSgtsB5gTp0rtuzwaC+xeOnhIaJVIgZeiL9oL4oDoVk9thSt0WDQRbp/6oTH+2D4nFhofawLHGZTLQ5tzMPhzXki5kYKCrOqsGNpZpMZP15+5wo/Gi/bF2k48o3JYe4PSUgOpA3X9WotQNpR53X/1Ant3RuX/fQT+t54Y30n0C+XXYb8AwecfWhuy9GLUtRpdEiGkW+mGguO7yzAtiUZKMmzPgepE93dD2MvT3DYOUlpSgpW/P3vovBD3RWeGg0G3H47rl21Ct3nzrX713c1YwMcs4no2vBwqOzcCdbZTQej6XuxZk3TAtDkydj5669Wd1FXGxU6x16RgK4DgqDwvPBvU/qFIGDEAoTf+B6ibnobOmU3mIznziOPff+92ATw1bhx2PjUU8javl3EFjLmajj6jTHGGLPGxR8mSzqzWZzYsbbJq6nB2ermF08u1vVzqlHXj5efEjFJzl2Up2Hml//yC/recEOnPo+9doNe0sbuH+IfrBG7OBvGeNTJOlWBbb9norzYAGcR0TZHSsVQYVqMazxbYcTsGHj5quwyBHrQ+bkljDlyEa4jS4Qab6VYjGso40R5k78ZZ1BqNBj92GOY8/nn8ImIEHGZi6+9Foe//NLZh+aWDlZWOjT67WhVlZj5Ixf0nEOdr5t+SUPakTI0t88nMEKLkXNj0W9cRJPNE3Y7LotFLJynrVkDD09P9LrqKlyzciVGPPggNA4qYrgSKsY4aoNHmFqN2SEhkOr34S8RERfuaFgAov+vWdPi94lmbyYNDsHYy+IRFufdpECkjuiOtKPn4hLz03RQ+fnBKzQUhrIyHP/xRyy96SZ8PWGC6AjN3LpV/I4z5gpog+gBGXe8MsYYY7bGxR8mW7s62MnijnZ28HuVn1YpIlcaoh22CgfEqjTHYjJZ7WjvbKa/vYo/Me3o/qlbOB4+KwaxPZpe4FeW1mD7kgyc2lsEi9mx3W411WbsW5OL4zsLgUZfmopVw2bFiGO3B5qdpOZ5CczBvD09EdfBGKLEvtazK6jwk3GiDFIRM2oUFixZUt+hQJFwzPEMDo5+k9PsA12JAbuWZ4vO1xp9013bXr5KDJgUKZ4vA0LtGxdGTAZDfWcEze8ZunAh4idNEn9H459/XhRTWcef4708HTc3ckZwMGI1TTfZONtlYWEIb9yBTgUgqnrS/wF09/JCiKrlTTbUgT14arSIEm6uGFpdacK+tblQ9LwMVyxbLTYC9LrySlG0pEhQ6ghd/+ijVh/DhSAmdxz9xhhjjF3AK2tMtmhBw8QXJ22yowPFn1pLLU7vs+768QlQIbpr24satnRm2TL8dvXVInbFFjw9PDoc8WTr7h9xPEoF+owJR/8JEU3mANEaQMqBEmz5LR35GZViZ7Q90efPS9Nh62/pKMhoukgZkegrFt/UWvst3IziyDfmJB19XPAJUCM8wbqgTNFvji7atoYW+ya/9hoW/P47wvv3r78/Y9Mm1MioSCB3ux20KCWX3c8US3ViVyG2Ls5ASa6+ydsp1qrbwCCMuSwekYm+nd74cTG08H3699/xw6xZOPnLL/X3d7vkEsz88EMEdetm16/vDhwV+dbwnO/GyEgoJBT/1sPbG5MDrTcNNId+34e3YUMRRQnT30iX/kFWMaR18tMrse33bNSGJGPc88/jL5s2Ydann4pCUM8FC0SBk1DB8/uZM7H6/vvFuTc/NzA5ooSQKo5+Y4wxxgSepM1kS39+9+zAdnRYuKNUvR4FRmO7Py4nVQddqfVQWBqq7Ihhyo1VZGVh0zPPoKaiAqeXLhW7bzurm5cXNHbsLKHun8F+fu3eeRbV1Q/+IRox3Lqi2Pr7X1VuxL7VOQiJ9kL3QSEIDLf9zufKshoc31EoZvw0hxbgqPvLnotvYSqV2OnKmLOKPyuLrQvfbdWlX5DomKxjqDIjJ6XC6VGZjTVcvBZzTO6+W8QBjXvuOcSPH+/UY3MHh85Hv6ns3N14UuJzD85tNKjE8R0F4m+lOaEx3ug1MhQ+/radz9eSnF27sP3VV1Fw6JB4/dgPP5xbGPfwsHvRyV3QrMUkO26+aUm8Vis25iwpLIQUukxviYxs8+8URb/92YbnJYqC6zEkBNHd/HBsWwGKGxVTqSP1yJYC5JzRIXlMGOLGjRO3hmgmXHl6uril/PknPNVqxIwZg67Tp4vON20bClaMOZu5thYHdTqM5FhOl5fegWh7xhhzN9z5w2TNUbtn5WxnB75H1PWTcsD6ItM3SC06PhyNdiCue/RRUfgJHzAAg++80yaft6+dIt860/3TsINg5CVxYpBvc+sCRdl67FiaiV3Ls0RnDv28bBG3c2BDLjb/mt5s4Ye6fAZPjRJFJ3svgI0JCOBFNuY0VHikXeIdERimRVCkdVE29VCJ3bv1OoN2dftERqIyJwfL77hD7PauzMtz9mG5NEdFv+2T8I59vc4oYkUPrMtttvCj9VVi0ORIDJ4W5ZDCT2lqKlbecw9+v+EGUfhReXtj2H33Ye6XX/LzkR2e451lVnCw2PzjbDdERCColSi3xqI0GsS1I7aOZjIOnRmNfuMjmu3SpqLQ1t8yxPOTpdE5ZMSgQZj/ww8YcPvt8E9IgLmmBunr1mH9Y4/hf2PG4Oh337X5OBhzpr0Sfg5ktkNFPsYYY63jzh8m+8HJNRYLzwZpAS04dqRARpFflWXW3UJJ1PXjhAWQ/Z9+itzdu8VCDMUVKdpxsdyaPg7YdRqt0WConx92deBnQDE3NMiXCm5Ht+SjrNB69hIpztGLm8bbU+zyDIvzQUCYts0zmQxVJhEDkn26AqUFLe+aop3XfceFQ+Nl/6cMimThyDfmTNQR2FWrxSl90/iptujSNwgluTn1r9NjaUFGlYjkkSKKf1uweDF2v/MODv/vf2Knd8bGjRh6773oc911UCj5VNEeqCu0PbPhOvL8L8V5P7RZIf14GU7tKYLZ1LQoSnFV9DdEmx8oDtURjnz9Nba+/DJqTSZ4eHqKGKwh99wD79BQh3x9d+Ls53j6+rdHReGFtDSndcVNCgwUneHtRd0/GQUFbX5/Omenc0M6hzuxsxDZZ6zPRSmS9OTuIuSe1aHvmHD4BWvqP46eF+g2/IEHUHLyJFJXrRK34hMnENKrV/3nyN27Fzk7dyJx2jSOQ2SSc7SyUmy2sGfSA3MuncmEMx08X2eMMXfCV/RM1uiEjnZ7DOXF4madqKpCucnU7gWjMwdKrO7zC1YjzAkLl/kHD2LPu++Kl8c8/TT84+Nt8nkDlErEdnCoe3vNDQ3FHp1OzF7oCP9gDUZcEoucFB1O7i5sdoc03Zd6qFTclGoFAkI18AvSwMtfBbXGE54qD9RaALPJInZbU3xcaX51kwJfYxovT/QcHorILvafsdCwKBdoowIfY52Jfuto8Sc01lvsum4Ym5lysBhhcd6S7SCg4vqof/wDSfPmYfOzz4rYn20vvYSU5ctx6Vdf1c+CYLbdvGLP6LfU6mqUtvP5394qig04sjUfZQVNNzMQijTtPTJMdL86Uli/fqLwEz9xIkY89BCCund36Nd3J/18fODv5IIyddzcGhWFdzMz4eiezCQvL1wZHt6hjx3m54efCwrafczU+UMdQJFdfXF0awGqK60fF8oLDdj2e4aI9KXo0oYbiOg5K7hnT3Gjgmh5Rgb8YmLq337y119x/McfsevttxHQpQu6TJ0qCkFhffvy8wZzOmNtLQ7xOoFLO1BZCZ4AzRhjF8fFHyZ7tLDOJ3W2i3yjHeq6EutZM10HOL7rx1RdLeLeas1mdJs9WyxK2kqyA7PmKdueBvVuLy/v8Oeo271JnQOZJ8pw9nApDPrmd6xSnjvFwtGtozyVHojvHSB+7pQf70jjOEueSaT483tRUYf/Xrv0C8ShTfn199FiN/1N0g5sKQvt3Rvzvv1WLObtfPNNJEycyAt4do5+s1f3j5S6fmjjQcqBkvMRiM0vTvca4ZiNBrUWixhiX5Wfj/633HKh+23JEgT36GHXr82cG/nWUB8fH1wWFoZf2tFJ01mhKhX+Fh3d8VhRlQo9vb1xvKr5mYwXExbrgzGXeYmuu/RjZVZvow1Cp/cWi27wfuMixAaG5vjHxVm9Hj1ypIgJzdq2DWWpqaJbn24+ERFImDIFIx99FMp2xNUxZo/4U14ncF37eAQAY4y1CRd/mOzRjh5u6W7KZLG0O+//XNeP9awfnwAVIhIc3/VjKCuD2s8P3mFhouvHlgtCdNHvSDT7hwpxHe3+qUOFmMS+QYjrFSDiOzJPlosdm7ZCC3CxPf2RkBzYbEa8vQUqlWJXMGPO1sXLSzyn0HNLR0R29cPpfcXQ6y7ssKbHVupskGr3Tx0q9vS++mokTp0qHoPrZO/YgeJTp5B8zTUcBSeD6DepzPspzqnCka0FouO0OTFJ/ugxLER0qdpbzq5d2P7qq2KmD0XIJk6fDv/YWPE2LvzYn7/EnuNnBAejoKYGm8qsCyH24OPpiYUxMfDr5GMndf90tPhTdx5J3XVUaD2yJb9JB7joAlqSgaQhIUhIvvj8xe5z5ogbzY5L37ABZ1evRsaGDecKQlu2wFN9oYiUf+gQgrt3h1ICM5eY+zhk5y5b5jx0jn6sqgod66VkjDH3wlfvzCVaug/odBjOu3qsHK2qQlU788xpZ3rjYoIzun4I7Rqc9803ImJCa8NuEPqXJDt48SFMrcYYf3+bLTDQHIS4ngHiVl5sQG5KBQoym3ZstXUhgBako7v7i7iqts4LsteOYMrjZ8zZaGd2Dy8vsWjQEfR31KV/kIjYqVOaV42SXD2Co6Td/VPHKySk/mWLyYQtL76IklOncOz77zHqsccQO3q0U4/PFdgr+i3bYEB+TfufD2zJZLTg5K5CZJxovuvV21+FPqPDHPL3UJqaip1vvCEWputiDgfecQe8G/yOM/sb6e8vuef46yIioDOb7Vos1SoUWBQTg0gbdMDQrKBv8/Nh6uRmoqAIL4yeF48z+4uRcqgEDbPkaBYQzQjKT9Oh77gIePtdPIpX7etbXwgyGQzI3rZN/L/u+sFcU4OlN90Ei9mMuLFjxeYCilm05fk9Yy0VCOiaeICvr7MPhdkYdU939rGQMcbcBRd/mEvYXVHBxZ9mviftldKo68fLTyl2BzoSdR/VXSzS7vLALl1s+vkTtVqxA9PR5oSEYFt5uc1PUmkmEN16DIXIcS8tqBZzFagQVFNtFjeK3FF4ekDhqRBzfGjRzcdfJS7+/UI0Ti341KEFoXESiYNhrC76raPFHxLT3V9EXTWcr0Dz1ORS/LHi4YE+118v5jpQAWjZLbeISJ9Rjz5qs1ls7roodaSyEgNt3P2z18kxKEXZVTi8JR/VDTrf6tDTO80V6TogSGxksKfq0lLsee89HP3uOzHTh7rael11lZhd4h0aatevzZqiTTBSQ+cet0VF4ZOcHLGRzNa8qPATG4tEG3W7eHt6iu51WxwrnRdShw/N9Dy0Ma9Jd15JXjW2/paOnsNCRVd4WzeCUcwbFXYaqsjMFIWeiqwsUYSlm4enJ6KHDxeFILrRpi/G7BUNxsUf18ORb4wx1nZc/GEugRZP9GYzvJywqC9FtJO4vReGxbl6caHXUNf+1oNfHWHbP/8pYiJoccYeOeGOjnxrOGB4YmAgVpeU2O1raH2UiPTxRWSi/C5wKAqGvkeMSUVveqzoxDwIWlijRe5j2y98juIcepzVi8KrnCg8PUXcW7dZs7Dn/fdx5OuvkbZmDTI2bkS/m27CoL/9Tez8Zh2bW2jr4o+z5v1crNsnIEyDPqPD4RfsmBkgZoMBJ37+WRR+4idMwIiHH0ZQ9+4O+drMWlcvL5t0vtiDUqHAndHR+G9ubqfmMzYXZXtPTAzitFrYEs2RtGWhKjBMi9Hz4sQsoLSj1h3qZlMtjm4rQH5GJfqODYfGq2NLB4Fdu+Ka1atRdPw4zq5aJYo/xSdPillBdDNUVGDwnXc22QTGmK26bCl6W2qdh6xz8fad2aDFGGPuhsNPmUugbgp77NiTcxt0dTtnVTTu+tF6KxHdzbG7NGmmxOH//hcHPv0U+fv32+VrOKv4Q2YGB4v4D9bUBI7+YBITo9GIGRWd+hxJftB4W29KoO4fudIEBGD0449jweLFiB0zBhajUTxe0+Id65iDOp1YxLCVIqMRGQbbzYJr89fNrsKW39KbLfx4Kj3Qa0QoRsyOtWvhhxaNs3furH+dOgno93XO559j5scfc+HHiaTY9dMQLQrfHBWFy0JDbbJA3M3LC4/Fx9u88EOog8HWc06pC6/XiDAMmxkNrW/T573CzCps/S0DBZkdX2ylgk5o794YumgRFixZgqtXrBAF2YhBg5A4ZUr9+6X8+Sd+mD0bu995B6UpKR3+eozVqTSbcbITs7KY9JzQ69u91sEYY+6MVyGZW8ecuar2fi8oKozm/TSU2C9Q7Fx3FBoWu+Hxx8XLFMsSPWKEzb8Gxb1R7Juz0KDfaUFBTvv6UhWhViPZW4ZRWMwtot86u6DWpa/133xRVpV4zJUzWkSf9e9/Y8aHH6L7pZeKyJ46NKeNFuFZ29DixREbLko5OgaFun2ObM3H7hXZzca8BUVqMXp+PBKSA+Fhx07inN278dvVV+OPv/7VqgDU68orETNqlN2+Lrs4tUKBoTbubrOXmSEheCA2FmEd7ESmeXGXhITgobg4BNqpm5lmhA20U6clxZKOmR+P2B5Ni3UUI7x3VY7oZqU44c4KSEjAgFtvxbxvv0VwUlL9/WfXrBFFn70ffCCKQD9ffjkOfPYZdLm5nf6azH05qyOW2Qf/PBljrH24+MNcxrGqKlSZzXB3xg60QacetN6JrvbybPbCz552vP66yAL3jY7GyEcescvX6O3t7fSW/2nBwfDjeEIrkwIDOeKDSRI9ZnQWzUqgx9TWOi3liP5mEyZNwuRXX63/+62pqMCvV16JJddei9w9e5x9iLKxx4YFG3sOrm+22+fXdGS20O3Te2Qohs2MadPA+I4qTU3FyoUL8ftf/oKCgweh9PaGLivLbl+Ptd9gX19oZXTek+TtjWcSEzEvNFTM2GkLegSkgszTCQmYa6PuodYMs2MxTalSoM+YcAyeGtXkuYukHyvD9t8zxXxJexj37LOY9NprIqrRQ6lE0dGj2PHaa/hm0iT8fsMNMOmtN6sx1tZiAW9McQ30c6SuacYYY23HM3+YS0W/0YndaDcfGk+FHxoi3VaVZTXIT7cuFiX2CbT7IOaGMrduxbHvvhMvT3zpJbvNjnBm5FsdiuqYExKC7/LznX0okkAxeKMkHgfD3Jctij/0WEqPqSd3F9XfV5BRhfIiA/xDpDkDo6MKDh8Wc1by9u/HkuuvR8KUKRjx4INi3gNr2YHz0W80e6QzKkwmnHHAwih1+5zYVdhs0YcERXqJ+SD2LPpUl5SI+VNHv/tOzPTxUChElw/NC/QOC7Pb12XtN0aG5+XUXTM7JARTgoJEN/3eigrxt6VvcH5NBZ4YtRp9fXwwKiBAdDE7SrKPj+hmpzgrewmL8xGzgI5syRfPWQ3pSmuw/Y9M9BgSgvjkAJtu4FH7+SFp7lxxo7/zlBUrcPqPP5C7e7co/Ci9LszMyz90CCE9e4pZoYy1psRkQlp1NRIb/P4weaKfY6mpaacxY4yxlnHxh7nc7ll3L/60dwfx2cOlVq8r1QrE9XLc99BYWYmNTz4pXu5z/fWIHjnSbl9LKtFi4wMDsaakBAVGI9wdLQrJaUcwcy9BKhUi1Wrk1tR06vPQY2rqoRIYDRcWDk/vKxY7q10JxWtds2KFWJQ//tNPSFuzBunr1iFp/nwMuftu+MXGOvsQJRv9drSqCv07ufFB7GyGfZXk6XFoUx70FaZmu316DA0Rv+/27OakXb9/3HQTik+cEK9Th8Dwhx6yio5i0kDxaUkyXmylDTt0nkI3+r2rMJtFAUjp4YEAT89OF2w7iuLlqKNqU1mZXb+OxkuJQVOikHG8XBR8LeYLjzD08vGdhSjMqkK/8RFQa21/LqcNCkLyNdeImy47G/qiC5soDOXlouNP5eODpEsvRc8rruDHAHbR50gu/sgfR74xxlj7cewbcynuHv3W3sg3Q5UJ2Wesi0VxPf1F5IOjFB47BkNpqYh7G/7AA3b7OrEajd3y1zty0X4Z70wWMSmTAwOdfRiM2b37hx5TE/ta/64XZFTKfvZPc7zDwzHuuefEQG/q/Km1WHDyl1/ww5w50BfLP+5OytFv9lwQoYXeU3uKsPPPrGYLP9TtQ7N94nvbJ8aTfo/oRujzD7jtNoT07o05n3+OmR9/zIu+EkUbslwl1pX+Hf5KpejwCVGpnFb4qTPMQV3T9O+O7x2AUZfGwS+4aYcNFX+2Lk5Hca59uw7pOiGsX7/618tSU6Hx90d1cTEOffEFfpo7F79edZXoBqQIUsYa46KBa+CfI2OMtR8Xf5hLMZ+PfnNXh9sZ+Ua53Q138XkoIIYyO1LU0KG48o8/MPXtt8XuPXuRQuRbQ0P8/NDVzXefDfLzQyhHdTCJo3gdW6BFcZXG+rTr9N4Lu5hdTVC3bpjx/vuY//33iBk9Gl1nzoRXcHD9241V1jFC7u5gZaU4h+moarMZx+30PaWIpx1LM5FC8wFrW5rtE223mLecXbvw29VX48Qvv9Tf133OHFz200+i24xJE5V8ONbVfnp4eSFQ6bgQD99ANUZeEoeEPk2vEwxVZuxanoUz+4tRa3HMXJXwAQNw3bp1mPHhh0icNk3MB6K5X5uffRb/GzcOqatWOeQ4mHzk1NQgv5Od3My56OdHP0fGGGPtw8Uf5nIom9td7W1H4Ysy+9OPW8dFRHfzh8bb8WmQtJsvvH9/u34NqRV/yJVu3v0zIyjI2YfAWJsW2GwxvJu6f7r2t/6dL8rWozjHtYsgtEA35z//wfgXXqi/rzQ1FV9PmICdb70Fg51ji+SCupaPtaNztzHq+qXZh7ZEMVdpR0uxbUmGmFHVWGC4FqPn2a/bpzQlBSvvuUcMeS84dAgH/v3vC90/CgUUHBkqab28vUV0JrMP+pujjUSOpPD0QK/hoRgyPRpqr0Z/f7Xn4kx3r8yGQe+YeRwKpRIJkyZh+rvv4i8bNmDko48iqHt3WEwmq+sKiowzGZo+hjH3486bRF3BQf75McZYh3Dxh7kc2vlqzwGoUkXDottzQpR1shymGusuocaxRPZ09Ntvkbl1q8My27tLsMuGOn+GOvjCXSpoBgDnbjM5oJlUXbVam3wumoWi8bZeMDu1t1gssru6hgO5Ty1eLGJ59n/8Mb6dOhV73nuPi0AU/daJRQ1bL2hVV5qwZ2U2ju+wnvNBqM6TNCQYw2fFwNvf9ov7lXl52PjUU/hx7lycXb0aHp6e6H3NNZj71Vei6MPkgebkMPty1jlkaIw3Rs+LQ0h00/O44hw9ti7OQFG2Yzc2eIWEoP/NN2PB77/jqj/+gE9ERP3bNjz5pNhwsOP111GRmenQ42LSwsUfeeOfH2OMdQxfQTGXQ7EpB9zwxICGRdPQ6LawWGpx9mip1X1hcd4i0sERSk6fxtaXXsKyW25B3v79Dtl9SnN2pOjysDCoJHps9jSzQfwTY+4w94d4KhXoOsD6d780vxqFma7d/dPY0HvvxfT330dwjx6iCETFn2+mTBGdQO48F4jOXSwdKATS5g+KfbWVnJQKbPktXXSmNeYToMLIS2LRtX8wPBS2f+46/vPP+G76dBz/8UfUms2InzQJCxYvxrhnn4V3aKjNvx6zD29PTwz09XX2Ybg82kQU6qTuKo2XUnQAdR8cfC7jr4EavRm7V2Tj9L4ih8XANeyICkhMvHAsOh3Kzp4V80Wpe5AeX1bff7/oJmTuJ0WvR7nJMZ1pzLZoc++ZateblckYY47AxR/mkmwxOFlu9rbj35x3VodqnfWJb5e+jongosgW2tFrMRoRP2GCiASyt74SjHyrQ0ODp7tZISROo0FfXhRibjj3h8Qm+cPLV+mW3T8NF+cSp0zBFb/9hilvvYWgpCQYdTrRCfTrggWwuGH3bt3CRkfm9hxrx+aP1hgNZhzYkIuDG/KadAaT+ORzQ9/9Q23TCdec4O7dYTYYEDlkCC795hvM/PBDEePE5NeRouIuLYdwdPRb48fybgOCMWxmTJOuVnJmfwl2rciGocp5i+1qX19cs2qV2HBA8+foOiTlzz/x65VXikhJminG3Eft+ZhUJj+HOrhBhjHGGBd/mIuihRDKz3erbqc2nsjSAmPqIeuun4AwDQIj7LeY0zjuLW/fPqi8vTH22WftMidADvN+GnfBBDlwaK+zzQ4JcfYhMNYuiVqt2Mluq5kJ3QZaF3wrig2iKO9uKMKr26xZorNj+nvvIbRPH/S68sr6WS70fEURYO6kPRs56uyzQbdzUU4Vtv6WgdyUpp9L663E0BnR6D0iTHSv2QrN5Tj2/ffY/8kn9ffRhpD5P/4oIt4iBw+22ddijjXG39/Zh+A2hkkgPjg40kvM/6I4uMZKcvXYuiQDxblNOwkdhZ5TaMMBzZ+jTQdJ8+bBQ6kUhZ/y9HSnHRdzDo4Ok6e2rnUwxhhrios/zGWLIe50YneiHcUuyuKmhcbGXT+OKMLQwNWdb7whXh7+4IPwjYqy+9eMVKtFd42UqRUKXBkeDncQrdFgEHf9MJlReHiI+Ehbie7mJ+KzGjq5p7jJbBV3KgIlTp2Ky376CQNvu63+/vT168VMIOoWLUtLgzvY186drfS+nRmATDGwJ/cUYffybFQ3szs/qqsvRs+n2R62+/2nol7K8uX48ZJLsOmZZ0Tsny4np/7t4f36OeSchNnveZ5n+jlOnFYrznWdTa31xOBpUegxNETMBWsSA7c8C2cPlzi9yzWkVy9MeuUVXLtqFQbddRe6z51b/zZ6XKLISXNNjVOPkdnXscpK1NigW5Y5DsXbHuXiD2OMdRgXf5jLcqfot/bs+k09VGL1urefCuHx9u+MoYu9zc8/D2NVFSIGD0bytdfCEaQc+dY4tsOWi8tSNSc4mBf1mCwl2/Dvk2alJA227oDTVxiRcbwM7oweGxQNivVZW7eKiFBajPt+5kysWrTIIXPinElnNuNkO6Lfzuj1qOhgp3NVuRE7l2Yi9aD1eQFRqhXoPyEC/SdEQqXxtNl5QNratfj1iiuw+r77xBwObVAQhj/0kBjWzlzDaO76ccvun7rH8C79gjBsVgy0PtYd7VTzObGrCAfW58JkdP7CO21AG3bvvfA8Xzij55odr70mNhvQ882xH37gIpCLMtbWciFBZk7q9TaJt2WMMXfFxR/mstwl+q22HV1O5cWGJgOcE/sG2mVoc2O5u3eLXdy0sDf+hRfETm9HkHrkW0PXRURA6cKFkRiNxqnZ9IxJZe4PCU/wQWC4ddzmmQPFYu4KO2f0E0/g0q+/RtyECWLlMHXlSiy+5hosuf56nF271uk7yO1lTzs2dHQ08i37TAW2LklHWaF1JzAJifbCmPnxiOpqu8fr4pMn8duVV2LF3Xej8OhREf06+O9/F7M4+v31r/ULsEz+Xa8NHw4AAQAASURBVJIjuPjjlBlLUhIU4SXmgzUXA5d3thLbf8+ArlRahRV6Pun717/CKzRUJBVsevrpc0Wg778XhSHmWjhCTF460+HMGGOMiz/M1efguMGJAu36LTe1bZDq2cOlTSIaors75oIxcuhQTH37bYx46CEEdevmsDi1HjKKHolQqzE92HoWiCuZFxrKXT9Mtig+kv5GbYX+FigepyGjwYKUZrow3FnkkCGY9fHHWPD77+hx+eViA0Hunj0iKsxV7auoaHNhq70Rt6YaCw5uyMWhjXkwG62/hocC4ndyyPToJrv2O4s6fIpPn4bS2xsDbr8d165Zg6ELF4ph7Mx19PPxgb8bzTCUikiNBrEaDaRExMBNjUK3gUFN3lZZZhQFoJwU6aQ0UAG63403iji4UY89Bq+wsHNFoGeewQ+XXIKsbducfYjMhg7pdC67gcQVHeRiHWOMdQoXf5hLc4fot7bu+qUs/9xGF1lxvQNsOrz5YgudXWfOFBdWjtLTywtKB3UY2crs4GCEu+AO6C5aLQbwIh+TOVt3EtLu6IgE68+ZfqwMeh3vMm4sOCkJE196CdeuXo2Bt9+OwXfdVV9MrtHpsO/jj6EvLoYroBi3U/qLD0fPqK5GUTt2pJfmV2Pr4nTkpDQ9b/D2V2HEnFgR2dTZIj0tqGVu3oztr7564fOHhWHqW2+Jn9+IBx8UxSDmejjyzXmk1v1DKFmg+6AQUQSiKMmGzKZaHNyQh+M7CsTsMalQenldKAI9/riIpCxPS4OCi5ouhZ5nU6urnX0YrA2yDIZ2neswxhhrSl6roox1IPpN7+LRb23d9UuzJBpucFJ4eiC+VwDsrTw9HdUlztnJLpd5Pw2pFApcHx4OV3NFWJizD4GxTutjh7lcSUOsh2NbzLU4tdc1ihj24BMRgeEPPogu06bV33f8hx+w66238PWECVj36KMoOHQI7rB5ZW8bn/9rLbVIOVCMncsyodc17RSOSfITEU0BodYxhO1lMZvFwPRfFyzAsttuw8H//Ae5e/fWvz1h0iR4uXB3q7vz8/REf97kAXef+9OcsDgf8RjjF9y0OyntaBl2Lc+CoaptKQaOotRqRSTl1StWYNKrryJq2LD6t51euhQlZ8449fhY57lDQogr4Mg3xhjrPC7+MJdmcvHot8zqahS2YSeM2WRpMkg8upufiGSwJ1oIWvPQQ/hh9mxk79gBR5Nj8Yf08vHB2AD7F+YchTp+kuywaM6Yo/Xw9rb5XC6fADXiGhXic85UoLSAd6S2lX9iIsL69RNzGU4tXoxfr7wSv119NU4tWSLbgd172xBJ05bNH9WVJuxakS0Kio0/He3EHzAxAn3HRkCp6vglAX2Pj//0E36cMwer77sPhUeO1O+e94+P7/DnZfJCs35o5g9zjlC1GonazhVw7cnbj7oLY0SxubHSvGps+z1Dks97FE2ZdOml9a9X5edj45NP4qe5c7H5+edRXWodqc3kg6PE5IF/Towx1nlc/GEurz2Dk1018o0iXmiWREMJyfYvLhz/8UcUHDwoFoYCEhPhSDSbgy6E5WpBWBiCXCBighbK6d/CmCugOWJJdpgj1m1gcJPF9+PbCziPvo0SJ0/GZT/+iPk//IDul14q5gLlHziAdY88gu+mTYNJhtEuNMvvdCvRb/k1Ncg2GFr9HHlpOhHzVpLb9PMEhmsxel4cIrt0rluAdr/T95gWQ8vOnoUmIACD774b161dK+ZmeIeGdurzM/kY40KbVuRKitFvDVHUNBWb+4wJEwkEDRmqzNj1ZxayTpdDyiwmE2LHjEGtxYKj33yDH2bNwrEffhAb3pi80HNooUw3iLiLCpMJqW2IwWWMMdY6Lv4wl3e0shLVLnpC3pZdv7R4mHbUeldaSLQXfIPsOxi2qrAQO994Q7w87L77RFSPI8m166eOl6cnboiMhNxNDgpyyRlGzH3Zeu4PoS7MrgOsZ6CUFRqQfdr159bZUnj//pj86qu4bt06DL33XvG8EzF4sIjvqUNdqNQhJPfot9Y2f1C375Gt+di/NrfJxg94nCs2DpsVAy9fVYeOy9hgF25AfDw8PD3hHR6OkY8+Koo+Qxct4pk+boY6TqI19j2vZG0r/sih9yq2RwCGz46B1td6kxPFnh7elC+5OUAN+UZHY/p77+GS//4XQUlJItp609NPY/HVV4tNB0xeDnBXiaQdqqyENB8JGGNMXrj4w9wj+s0FT+xop1LmRXb9kuJcPXQl1ruaEpIDYW/bX3kFNRUVCO3TB8nXXQdXWKB1xr9hfKD9f1b2EqhUYg7Pd2Auxl6PLfS47O1vvRh/ck8RjDWuuXnBnqjbZPBdd+Ha1asx5qmn6u8vTU3FHzfeiK8nTsT2115DaUoKpIwKPC11f+1roTBUXmzAtiUZyDzRdPe81keJ4bNi0H1QMBSK9i0R03Fkbt6M5X/7G36cO7e+gEZdVrM++UR8r/vffDNULvDcy9pvNHf9SEKQSoWuduhOtQeaMTZqbhyCI72anQO0Z2U2aqql+/wXPWIErvjlF4x6/HGofH1RcPgwlvzlLyIWjskHz5ORfvGHMcZY53Hxh7mFtgxOdsWuH5J+1HrWDy0uhsbad/5K1rZtOP3776Ap5uOefRYKT/vOFmoumqmHTC5+L+bKsDARYSdHFPemdfDPnjF7o93t9ohkpAicXiOsI7Jq9Gak7C+x+ddyF1SY8GpQgC7PyIBXWBj0RUU4+NlnYh7d4uuuw9FvvxW7t6Wm1GTCmWbiTkqNRpxtFGVX1+W7/fcMVJY17WyKSPQVMW9BEe17bqR5Foe//BI/XnIJlt12G9I3bIAuOxu5+/bVv09Q9+7wlOnzFOs8lYcHhkk8bsydyOlnQV2vQ2ZEI7530+JhcY5ePJ5VFF98o5szn2P6/fWvuHr5cvS4/HIMvP120QXJ5OOUXu+yCSFyZ6JoRS7+MMaYTXDxh7kFV4x+a0s3U1W5Efnp1u9HF1gedhzIazIYsPnZZ8XLfa67TgzhdrSeXl5QKVzj4Y0KWbdGRdl8yLwjuiOG+fs7+zAYk1WsZFisD8LirD83LejrSjmT3hbix4/H9WvXYvr77yN+4kR4KBTI27sXm597Dv8bNw65e/ZAavbWbfR44QWAntdeeEFs/mjYD2TQm7B3dQ6O7yhEbaOUN0+lB/qMCceAiRFQadpejC85fRprHngAX48fj60vvYTSM2dEV0/fG24QC53Rw4fb6F/I5G6gry+8eaOHZAzx84NCRueM1IXYe2QY+o4Nh0ejU3e9zoQdSzORe1Yn+W7TiS+9hCELF9bfV3jkCFYuXAhdbq5Tj421zlxbiyNVVc4+DNZSYc7S6KSGMcZYh8h/mjhjbWCsrRVtw66yGF1pNrc6CLpO+jHrWT80UDwmyb7fA4qCiRo+HEa9Xsz6cQa5z/tpLEGrxWWhofixoAByoFEo8BcHz3hizNHFzU1l1l2VttJreCgKsyrrF/Ep9evY9gIMnRFt18K9u6Cd2olTpohbZV4ezixditN//CG6gkL79q1/vzPLloniUNy4cU6NMttbUYErP/oIHs88c+6Op5+Gmn73br9dvFqYVYVDm/JEl1hj/iEa9J8QAZ8AdZs3byjPz20xG43ie0BCevdGrwULkDRvHtS+vrb7xzGXMIYj3yTFX6kU3e/HZbagTdcn9Fi1f20ODA0ez8ymWhxYl4uKAUEislLKz4N1x0admJuff17MAMrauhUjH3kEva66StLH7u7Rb1Q0ZdLCkW+MMWY7XPxxkkP//S8G3Xmnw+Ow3D36zVWKP3SSamlhDkAdU40FmaesM/9jeviJApA90cLQ+BdeEPN+1E46kXa14g+ZGhwsdkC1Ne7P2XFvwaqODRJnTA56e3vD08ND7Bi1NYrm7NI3CCkHS6zib3JSdIjuxosTtuQTEYH+t9wibhQFV1f4ILvfeQdlZ8+KOLOYUaOQMGUKEiZNgndYmEOPcdQ778DjnXes7hv9xhvIN9Tg7eFX4+wR600edRL7BCJpSIiIE2xNeWamKIDRLbhHD0x+/XVxf2jv3hh6332IHzdOzO5jrDkhKhV6eds3Spi131A/P9kVf0hguBYjL40TBaCyAuu4t5QDJagorhEFbXtfy3QWFXnoWmjjU0+JAtCmZ57B2TVrMOHFFzkWToIOV1aKgh0X56SFiz+MMWY70j5zcmF73n0XS667TgwfZo47sTO4SOtwWwoAWafLYTY2WJj0oMi3QLsdE500NxxM7azCD83HCXXR2QM3RUZKfv4PdUSMD7Tf7xljUkCzrLrZca5Yl/5B0PpY7885vqNA0sOv5c4rJKT+ZXNNDRImT4Z/fLx4mebcbHr6aXw1fjwWX3MNjnz9tUOOafYHH2Beo8JPnfnvvYu5n3zY5H61lyeGTI9Gz+GhzRZ+LGYzcvfuxc633sJP8+bhu6lTseutt1B88iQyNm0S3bt1Bt95Jxd+WKtG+fvzgqkEDfbzExsU5EjrrcSwmTGISWp6HVGQUSli4PS6pnPNpIaK6Zd+8w1GPvqo2ESQsXEjfpw7F2f+/NPZh8Ya0ZnNSGk0R485V15NDfJrOPKYMcZshYs/TqL08RE7gX6eP190AdW6SFFC6tFvVACSOyMNP7zIbr5zg5+tI4nC43zg7We/bgyKh1l+xx0oT0+HM/Vzwa6fOl6enrgrOhpaic4zoqgRKlAx5g7s2WFIu5ppBkJDRoMFJ3YV2u1rsgtooY5ieq5esQILfv9ddMCI+XW1tcjbvx9Fx4/Xv6/FZMLhL79E/sGDolDkiMJPnQc3f42FW76tfz001huj58UhNOZCJ0bDTRmEnqdp89H+jz9G8YkTItqOOpvGv/girlm5UsTiMdYWVFoYzZFvkuTj6Sk6VOXKU6kQs8p6jQhF4xqWrqQG23/PREnexeOvnY0SPvrffDMu+/lnhCYnw1BWhjX334+0tWudfWiskUMySFZwJ/zzYIwxN4l9y8vLQ25uLiorK6FSqRAYGIi4uDhotVq4gsu++w5bX35Z5ABve/llnF21ChNefhn+cXHOPjSXRtn5cs/0PVZVhZqLFAsLMqqgr7DeFZfQx37dGIbycmz75z+hLygQsxMG3303nMUVI98aitJocHtUFN7LyrIa+O1sdG1+c2SkKAAx5g7oseYXO87hCo/3QUSCD/LSLmxayD5dgejufgiJku+inpxQR0NwUpK4URcMDe6m3dv0ep2Cw4ex9aWX6otG1CkTPmCAuNH7BSQktLug0pbCT8MCEC2Orrx/IeJ7B8BUVYXcvQfFsPHcPXvEbcGSJdAGBYn3jxwyBPmHDiFu7FjET5woZhrVvY2x9ujp7S1i35g0DfPzk/WmN3r8TUgOhG+gGgfW54oNEHWoC3bX8iz0HRshizhUei6Y//332Pvhh6LzMm7CBGcfEmvkYGUl5js41pW1jCPfGGPMtiSzSrd161b8+eef2LBhA/bt24eqFjobunTpghEjRmD69Om45JJLENIgpkNOfKKiMPuzz3Dsu++w/bXXkLN7t8hbpzlAzL4nEtQ5o5Jo50RbHGjDTpi0o9YzAPyC1QiKsF/hdNfbb4vCT0BiIgbcdhucRaNQIMmOUUxS0dfXF9eEh+Pb/HxIxdzQUCS7eOGNsYZiNBoEKZUoMZns9jV6jQxDUbYeJuOFRa+jWwtEdwftjGaO5RsZid5XXWV9Z22tWMijbm5DaSny9u0TtzqjH38cff/6V/FyeUYGsnfuhG9EhDgPpJlDNCevPYUfKvpX0PPd+Rvpu+lr/Ji9HT+YTCij7ttG3T602Jg4ZYp4ud+NN2LgHXdAwYV61kljuetH0gb6+kLp4QGTHWbTOVJItDdGzo3D3lXZqCy7sLGt1gIc2piHyrIadB8ULPn4QdoEMHTRIhG9WTfz11RdjZO//SaeV6gLkzlPlsGAEqMRQVzQdrpqsxmn9dLv7GOMMTlROru75+OPP8bnn3+O9AZRUY0jKhpKSUlBamoqvvvuOyiVSsycORN33303ZsyYAbmhk9Tka69F7NixOPLVVxhw++3OPiSXRzN/aBfcIJl2/9DfBu1Mak1FiUEMB2+Ids7Z66KIdhAf/fZc7MzYZ58VO5+dhSIulG5y8TQxKAilJhP+LC6WRLb87OBgZx8GYw7Xz9cXG0uti+22nn2QNCQEx7Zf6DCqKjfizP5i9Bgaarevy9ouYtAgzPr4Y/H8XJ6WhrwDB0QhiDqCSk+fRlCPHvXvS104G594wurjVd7eYkaeytcX9/bti3mLF4v7KRToNTpvAUDP+lXniz55tDACYCkViuo+L4DtZ87Uf04aKB7SuzciBg5E1NChCOvf/8LX4yI9swFvT09RXGDSnk1HcxjbsmlM6ii2esQlsTiwLldsiGgo5UCJKAD1Gxchi00RdYUfQqkJtBE0deVKTHrlFXhz54nTN4ny3FJppJzIvWjNGGNS45TiT3Z2Nl566SV89tlnqKmpqS/2eNJJap8+GDJkCMLDwxEcHIygoCDo9XoUFxejpKQEJ0+exO7du1FYWAij0Yjff/8df/zxB5KTk/HMM89gwYIFkBuKehv12GP1r5sMBqx54AEMvO02sajAbGtPRYVsiz+p1dUov8gu88azftRaT0R2sc8FOs062PTMM2KXcfdLL0XMyJFwJlee99MciifQWyxYb8fF54tJ1GpF3JvUd1wyZq/oN3sWf0hcL39knylHWQGVAc5JPVwqYuECw12/01Eu6DGQul/p1mPePHEfnd82nOlI8WoUs0bxcZW5uaipqICxqkrckJeHYQ0KOBk0n6eVr9cwcHAMgH9RpxiAr7ZuhRcX45mdjaCCpZtstpF79JsrFH+ISu2JwdOicWJnIdKPWV/r5J2thF6XhUFTosSmCbmgWXKnFi8WMfA0B3jyG284/VrKnXHxRxrkHFfJGGNS5fCzo+eeew6vv/66iHWji2Iq8lx99dW44oorMGzYMHi1MbKJun/WrFmDb775Bhs3bsSRI0fE56FIuE8++QR9+/aFXO3/5BOkrVmD9PXrMeSee87FczTYJcQ6f2Jnslhk2SFy8CIXcJSBnXOG9gZfENvT32474Y5+8w2Kjh6F2t9fDMd2Nlef99Mcin+jpUV7L0A3J1KtxsKYGKhl+LfEmC30om5DO8fqUFGBBl9vW5IhYm6EWuDQpnyOf5M4+tl5NDh/i58wQdzq1Oh00BcViSIQvVy8ZQvw6af1BZ0vqGBEu97P3+gZLpy6jc6/XKcbgEUAFi9axIUf5hBjOPJNFvr7+opztIvNCpULhcIDvUeGwSdAjeM7CqwSLssLDdj+ewYGT4mCf6g8ZgT3uuIK0aG55v77UXzyJJbdcgtGPPQQ+t18M2+qcoLjtBlD5vHwroCLP4wxZnsKZxR/KisrMXXqVCxfvlx0Af3rX//C+PHj21z4qZv9c9ttt2Ht2rUiMu75558XXULbt2/HL7/80ubP8/777yMxMRFarVYUjnbu3Nnq+7/99tvo2bOnONa4uDjcf//9qK6mAA7b6X/TTeg2Zw5qzWbs/te/sPTGG1GZR0EfzBaqLRYcaWGmlNQduMjJUOaJMljMF66EPBRAfC/7XKDTbuZTS5aIl4c/8AC8Q50bQRSn0SDQDXOa6eLwuvBwTHPwwO4ItRr3x8bCl+dGMDdGc8Zo6Lm9+QVp0H2Q9YxDin87ubvI7l+b2Q/N+wlISEBY375it/f6Rffj03m3iLd1B3AjgKtpphoAmthD+8G7Nir81KHCz7K773b4v4G5HzrfitPKY3Hd3dFzVH8X3BgV3ztAdAEp1dZLGYYqM3Ysy0LeWfl0OwV164b5P/yAHvPni2ur7a++KhJAjLwA7nBUJD0h0zUCV5FRXS1izRljjMm8+DN79mxs27YNK1aswPTp06Gwwc6K6OhoPPnkk0hLS8M///lPhLUxL/f777/HAw88IOLi9u7diwEDBojZQfktDFGnLqN//OMf4v2PHTsmYuvoczz++OOwJcp+n/z665j4yisiCz5n9278fNllyNq2zaZfx53trbDujpGDwpoaZBsuxP40ZrHUIv24dQxCZBc/aOwUf0CDSS/95huMe+65pgOwnTR7w11RAWhBeDiuCg+Hh4MG3T8YF+eWxTbGnBU3mdg3EAFhGqv7KPqmKJsXKlxBWWG16O76v16X442x17frY7nwwxxpLHf9yC76zRWFxnhjxJxYePlZn4vSJrj963KReqik1TnCUqLUajHh5Zcx5umn4aFUihg4fUmJsw/LbRNCmPNw1w9jjNmHR61czorsgDp9KGruvffeE69bLBbRzbNw4UJR5GnsnnvuEUUfipur8+CDD2LHjh3YvHlzm75meXk5AgICcNPu3WLH58WUpaVh9b33ouj4cVrhxYT/+z/0vPzydv07WVNeCgVe79ZNVtFva0pK8EMLhUmSk1KBgxusO8RGzo1FgEyiDzrr0fh4dG1H96CrOqzT4bPcXFSZzXb5/L29vXFHdLQY9swYO1eYfyI11SFfi4Zab12cYdXhqfVRivg3lYb/JuWITsPPHi7Fqb1FF2L9ACzc8i0e3Pz1RT+eCz/MkVQeHni1Wzc+B5ARirp+6MwZMSPSFVHk9f51OSjJbZrEEdfTH71Ghom4OLnI3bsXJr0esWMo/JM5WqhKhf/rSj22zBleTU/HGb2+XR8TbTLh2b59UVZWBn9/f7sdG2OMyZl8Vr5trKamBnv27BHxc3WoC4lep86k5owePVp8TF00XEpKCpYtWya6mVpiMBhEwafhrT0oDmTed9+h54IF0Pj7I3rEiHZ9PGseXQBRrq8rzftJO2o98yUwXGuXwo+puhpHv/sOFgm1ZPt6eqILR5AIfX198WRCApJsXAijy+ZZwcFYFBvLiz6MNRCqViNKrXbI16I5Bz2GWse/VVeacGRrvmx2ODPrn92eldkivq9h4Yd8MOE6fPWXv7X68Vz4YY422M+PzwFkhja6DXTh7ni11hNDp8cgJqlph1PGiXLsW5MDk1E+ha/IwYOtCj+ZW7bgyNcX3wjAbKPQaEROK0kbzH5o42KqjccpMMYYc/PiT2FhIcxmMyIiaGzuBfR6bm5usx9z3XXXidlCY8eOhUqlQrdu3TBx4sRWY99efvll0elTd6POog61gr/4IhYsWQK/mJj6+3kOUOfsuUgxRUr0ZjNOtbILpjS/GmUF1ieqCcmBdjmWfR99hM3PPouVf/87pKKvjw8PRm0gRKUSsWzXhoeLLrfOCler8UBcHOaHhUHB32fGmh2q7chZB0GR1sXdvLOVYpGLyUduqg5bfktHUXbT5/aAUA1Gz4vHpifvx5JFi5r9eC78MGfgyDd5Gubiu+EVnh7oMya8yeYIUphZhZ3LslBdJZ1Na21F1/qr77sPW154AVtefFFSG+9cGUePOceRykpYeCMTY4y5dvHnv//9b4c+rrS0FNdeey0cYf369XjppZfwwQcfiBlBv/zyC5YuXYoXXnihxY957LHHRAtq3S0jI6PDX9+nQaEqff16fDt1Ko588w3v9u2g/TodzDL53tFJaGvH2rjrh2KAwhNsP4ei5MwZHPjsM/FyzyuugLvN3JATKoZNDAoS0QXTg4PF0N/28lcqcWVYGJ5JSEAPBwy1Z0yuHDlQm/62+40Lh0pj/Td9Ymchyot4t6rUGWvMOLgxDwfW58JU03Q3etf+QRg+Jxbe/ufmWBx/8EHg+eet3iflsce48MMcjjaC8LmAPFFkr5+Ld2zRc2OXfkEYMDFCFIMaqig2YMfvmeL/cuIdHo6Bt98uXj7y1VdYcffdqJHR5kW54rk/zsFFN8YYc4Piz80334yrr74aJe0Ybrhu3Tr0798fP/zwQ7u/XmhoKDw9PZHXqHuGXo+MjGz2Y5566inccMMNuO2229CvXz9cdtllohhE3T00L6g5Go1GZI82vNlC2rp1sBiN2PL889j09NMw19TY5PO6W2uxXKLfDrZyMkSxMXlndU12hts635qKjNTxQ7938RMnInHaNEgBdaL04eJPi3w8PXFFWBhe7doV10dEoJe3N5StdO+ozn8/b46MxEtdumBqcLCsZmMx5gw0b4z+1hzFy1eFvmOtO5dpDpAoKMgo3sbdFOfqsfW3DOScqWjyNo23J4bOjEbSkBCr5+/B1FX21FPnCkD02P388wh9/nkRxcmYI41x8e4RV0bnyoP8msaiuaLILn4YOiO6yQYJ6vyhDqCibHlc+9UVtAbecQemvfMOPLVaZGzciMXXXgtddrazD82lndbrUW2n2ams5XUG6vxhjDFmH5Ja0fvpp58wYMAArF27ttX3MxqNePDBBzFt2jRkZmZ2KO5JrVZjyJAhWLNmTf19VMCh10eNGtXsx1RVVYm5QA1RAYk4uvtm7LPPYsTDD8NDocDxH3/E7zfcwDFwHbC3oukCjNRQ+3NrO2Eyjpeh4a8f7XaL6WH7C/RTv/2GnF27oPTywpinnpJMzFp3Ly94ufhuRlvQenpifGAg7o+Lw9vdu+Mf8fG4LSpKRMPRjV5+PCFBvI3m+owMCICKiz6MtXlhzdEdiOHxPkjoYx3BVFVu5Pk/EkSFuRO7CrHrzyyxYaOxyC6+GD0/HiFR3s3OWBGoAEQbjZ56SnRlJnEHBnPwY9xojnyTteFuUvwhQRFeGEEdlH7nOijr0OYImrOWeVJeMaldpk/Hpf/7H7zDwlBy6pQoABWfPOnsw3JZlLZxTCYbRF1FusGACi64McaY3UhmZe++++4T/6dizvTp0/HQQw+JIk9jhw8fxtChQ/H222+LYk1UVBSWLVvWoa/5wAMP4NNPPxWRc8eOHcNdd92FyspK0YVE/vrXv4rYtjpz587Fhx9+iO+++w6pqalYtWqV6Aai++uKQI5CC+8Dbr0VMz/+GGp/f+QfOIBfFyxA3v79Dj0OV4h+k3q27Bm9XnQpNcdssiDjRJnVfTHd/aDW2Pb3sbqkBNtffVW8PPjvf7eaPeVOcUuugoo6Xby8RAY8RcPRjV5O0Gq5y4exDhrghIHaPYaEwj9UY3VfbooOZw9bR4Ey56GYoW2/ZzT7M1GqFeg3PgL9J0Q0+7ydqNUiWGW9eFlnmBst5DLnG+DjI4qOTL5os1SQG/0MfQLUGHFJLALDtVb302XfkS35OLW3SFYbJcL69cP8H35AUPfuYsMnRb8z++EIMsfi7zdjjNmXZFb53nzzTaxYsQLR0dGiqPPWW29h2LBhOHLkiNX7DB8+XBSA6GSNYtcOHjwoikUdQTFzr7/+Op5++mkMHDgQ+/fvx/LlyxFxfrZOeno6cnJy6t//ySefFB1H9P/k5GTceuutmDFjBj7++GM4S9y4cbjsxx8RlJSEqoIC0QFUmprqtOORG53ZjJMS39nTWuRbTkoFjAbriJ/45ECbH8PON98UBSD6Pet/441w10HrjDHWkuSLRCraA3V6DpgYCaXK+nTu5J4iFGTyhbQz1VpqkXqoRBR+dCVNo3mDIr0wel4corv5tdhJW9/109zbfH1FNwZjjjCWu35kjx5nhrpZ0Vit9RQRcBGJTa8VUg6U4NDGPNGZKRe+UVGY+9VXGHDbbRj9+OPOPhyXxsUIx+LvN2OM2ZdHrcS2vNDMH5qp8+uvv4rXtVqtKM6sXr1azPihw/X19RWdP7fccgvkpry8HAEBAbhp926obbhoTcMf1z/2GLxDQzH2mWds9nndAUVh0SwUqXomNRW5zcx0or8Fmh2gK73wtpBoLwydYfuunOJTp7Dluecw7IEHEDl4MKQ0fPiFLl2cfRiMMSa8k5nplMzy/PRK7FtzYbNKXVfJyEtixe5n5liVZTU4vCkfpQXVTd7moaCOrRAk9Am8aHzqi126IEytltzvG3Mv1H1GMwClEvfLOi6tuhovpaXB3dA108ndRc12YAZFaDFoShRUNk5NcBSL2YzsHTsQO3q0sw/F5TyVkIBYrXXnGLO9SrMZD54+jY4uSkabTHi2b1+UlZXZbL42Y4y5Gsl0/tQJCgrCzz//jH//+9+iyFNdXY0nnniivvAzYsQI7Nu3T5aFH3uiQtK0f/3LaheQobxcFIVY6/ZVVEi27T+/pqbZwg8pztFbFX4ILSbZQ3BSEi753/8kVfghHPnGGJMSZz0m0fyf7oOCre4z1VhEQchYwxnqjuz2OXu4BFsXZzRb+PENUmPU3Dgk9g266EJ6nEbTauGHuNsufuYcY/z9ufDjIijelzZOuRv6/e05LBTJo8KARr/KJXnV2LEsC3pd07h5qRMbAf/v/7Dslltw4LPPnH04Loe7URzjaGVlhws/jDHGZFr8aRjJNmnSJKuTG+qY+fzzz9GtWzenHptUeSgUUJzPhrcYjVh9331iIGRFZqazD03SaLjgKb0eUnSolZPOtKPWu9e8/VUIjbHtAOjq0gtfQ4oX/s6YscEYYy1x5mNS1wFBTaJtKsuM2L82V1axNnLu9tm5LAsndhU1+/1O7BsoCj9+wdYzmloypA2FnUG+vg6PGmTuhaIFx3Dkm0tx53lhcb0CMHhKFDyV1o+blaU12LE0ExUlBshNXZLIjtdew94PPpDshkY54uKPY/D3mTHG3LT4s3PnTgwaNAh//PGHeN3n/E5aikyjOUCf8c6Wi9Ll5KDk1Clx++3qq5G3b5+zD0nS9lRUQIoOttC5VVleg4IM61lFCckBNi3QlGdm4tspU7D15ZdhbqH7yJm8PT3F8FrGGJOKIJVK7Kx2Bnr87zs2HH7B6iZdooc25fGCkJO6fbz9VBg+K0bsOqcZTW3VluKPl6cn+nAHLLOjvj4+4nGNuY7hblz8IWFxPhg+OxYab+uYN0OVWRTwi3OluSGwpef94Q88gGH33Sde3/3OO9j11lv8fG8jZ6qroTdz97Q90e/qUYnPX2aMMVegkNqD/wsvvIBx48bhNOV+1taK+T/Z2dlixo9Go0FlZSXuuOMOXH755SgqKnL2IUuWf3w85v/4I0J694a+qAh/3HgjTp8vprGm9up0kjtRrm6lIyn9aFmT2Q7R3W2XcUvfiy0vvABjZSWKjh2r7yiTkj7e3jzsmjEmOc7s/lGqFGJ2AQ25big3VYfjOwol9zwnd7oSQ6vdPrQpY/T8OARFtm+jQqxG0+ZoJndfyGX2NZ67flxOpEYjYiXdmX+IBiPm0Ew8VZO41N0rssRzppwMuvNOjPzHP8TL+z/5BNtefpmf723AUluLY1yYsKtMgwHlJpOzD4MxxlyeZIo/Z8+eFUWfZ599FkajESEhIfjll1/wySefiNk/ixYtwu7duzFgwABxMrN48WL069cPK1ascPahS5ZvZCQu/eorJEyeLDo31j70EPa89x6fDDaDTjpOSyz6jXbBmJv5WdGFSdbpcqv7YpP8xaKfraSuXImMDRtE0Wfcs89y5BtjjLXRQCc/Nnn5qjB4WtNYm/RjZUg9VOK043IlZpMFp/YUYeuS1rt9eo0Ig6ey/c/Nben6qdPf1xcahWRO55kLCVIqRecPcz3DeSi6eK4cPicWgeHW3bq1FuDA+twm8dpS1/+mmzD2mWfEy4e//FLMAmKdx5Fk9nWEv7+MMeYQkrla7N+/P7Zt2yYKE9OmTcPBgwcxf/58q/dJTk4WkXAPPfSQWIzOzc3F7NmzsXDhQqcdt9SpfHww7d130f/mm8XrVPzZ/s9/OvuwJElq0W8HWoh8yzxVDrOxQVHIA4jvbbudmTU6Xf0Fw8Dbb0dg166QGk+KN+IFCcaYBMVoNAh1crdkQKgWAydHwaPRWd6pPcU4e0ReC1pSU5Rdha2/ZSDlYIlYJLRVt09Hiz9qhQL9+fmQ2cHYANvGCTNpzf3hnyyg1nhi6IxohMc3fQylbtmTu+XVMZt87bWY8H//JzbvRQ8f7uzDcQlcnLAvLq4xxpibFX90Oh3UajXeeust0c0TFRXV7PupVCq8+uqrWL16NeLj48UJ2QcffODw45UThacnRj76KMY9/zw0gYHoefnlzj4kSZJS9BsdR3MnmzRbIP2Y9cIdXbB4+dluoZHyoqvy80V04MA77oAUJXl5iVkHjDEmRc7u/iGhMd7oNy6iyf0ndhZyB1AH1FSbcWhjHnavyEZVhbH5bp/ZHe/2aRj5FtHGyLc6vIuf2RrF6lLxh7kmmuPEczPPocfrgZMiEder6eNo6qFSHNqU32ysp1T1vOIKXLNyJbpMn+7sQ3EJpSYTsgwGZx+GS6KI+5Tqpt3TjDHGXLj4QxFuFOt27733tun9J06ciAMHDuCaa66x+7G5it5XXYVrV69GcM+e9fdZjE0XMNxVmYSi31Krq1HRzIDJgoxK6Cusc3ETkgNt9nULjxzBka++Ei+PffppKJ00uPxiOPKNMSZlgyTyGBXV1Q+9hoc2uf/k7iLRucIujjZdZJwow+Zf0pB9pmmHMDVGdO0fdK7bJ6Lzi6nt6fqp08fHBz68IYLZUD8fHwRKcN4jsx0uGl/gofBA75Fh6D44uMnbcs5UYO/qbJiMzbR6SpRvg020uuxs7P/0U8lscJQj7v6xj2MtRNwzxhhz4eLPrl270KdPn3Z9TEBAAL755ht8dX6xml2cusGCVO6ePfhhzhwUnTjh1GOSEqlEvx1q4SQz7WiZ1et+wRoERdiuQFORnQ2ltze6zZ6N2LFjIVVc/GGMSVk3Ly/4SWQxPqFPIJKGhDS5n2bWnN5XzAtCrSjJ02P7H5k4urUARkPThb/AMC1GzYsT39/OdPs0NLQDxR+KQh3Mz4vMhiYE2m5jEZMmKjTTYwc7hyIOuw0IRt+x4aKo31BRth67/syCoUpeg+lNej1+/+tfsfONN7Drrbf4+b6DOJrMPrioxhhjblj8oci3jrr22mtteizugE7+dr75JsrT07Hk+uuRtW2bsw9JEvZJJPrtYDPzfiqKDSjO1TeZLWDLPPYu06bhqqVLMfqJJyBVFIkTwrtRGWMSRo/LUoh+q0OdKT2HNS0AndlfjCNbCmCxOP95T0qqK004uCEXO5dlobyoadyLUqVA8qgwDJ8TA78gjc2+bpxGg/AOng+P4F38zEZoZlmyt7ezD4PZGXULUtcgsxaT5I9BU6LgqbS+vqLngh1LM1FZVgO5UHp51c/93f/JJ9j7/vvOPiRZOqPXw2CRT+eXXBytqnL2ITDGmNuQTPGHOX5hasYHHyBq6FAYdTr8eccdOPX773B3lOtLJ3jOVGI0IrOZbOG0o9azftRaTxHpY2s+ERHwCmm6SCgVUlpQZYyxlgzqQAeHPSX2DWo2Ai7rVDn2rsqGsaZp1Ki7MZssSDlYLCLeclKabsIgEYk+GHN5POJ62XbzRUe7furQ/I4gpdKmx8Pc0/jAQJv/bjNpGiGx5ympCIvzwdCZMVBprJdK9DqTKACVFshnTkmf668Xs3/Jnvfew8HPP3f2IcmOqbYWx7lQYVO5BgOKePwAY4y5bvEnJyfH7l8jNzfX7l/DFWgCAjDrs8/QddYsMftn3cMPi11BUuh8caY9zXTdODvyjQZNN16IosGkCs/OX5zTz3v9P/6BjE2bIAcc+cYYk4Ne3t7wlkj0W8MIuN6jwprcT5E2O5dmQV9hdNu5PlQE2/xLOk7tKYbZ1PQ8yCdQjaEzojFwUhS03vYpsnSm+EOL9TzDg3WW0sMDY/j3yG3QObVWwXtBm0OxniMuiYWXn/XjPUWA7l6ehcIs+URWUffPsPvuEy9vf+UVnPztN2cfkuxwRJltHeFiGmOMOZTDz/a6deuGRYsWISsry+af+4cffkD//v3xySef2PxzuyqlRoMpb7xR3xJOUXBbX3wRtW7c2ry3osKpBbDmij8Zx8tgMV84Jg8FENczwCZf78TPP4uLgJULF0JfXAwpC1apEK+13YwjxhizF5ql0F+CkTrxvQIwcHJkk80DutIabF2SgYIM91ngoOf6/IxKbF2cgcOb80XcW2NKtUJ0TI2eF4eQaPtFYSVotQjtRAQyGc67+JkN5sD4cgeZ21ApFNxR3woffzVGzImFf4h1vCdtENi7Ogc5KdKYFdsWA//2N/S76Sbx8oYnnpDNpj+p4OKPbfH3kzHGXLz4YzKZ8P7776N79+648cYbsXLlSlg6UWjIyMjAq6++it69e4vZP4cPH+7U/CB35KFQiHbwUY8/TltHUVVQ4NbdP86MfjNaLE3ayqnok368zOq+qC5+0Nhg53FVfj62v/qqeHnYokXwCg6GlA2Q4EIqY4y1ZLBEF+MjEnwxbFaMiA9tyFRjEQtap/YUufQcIDrHKc6pws4/s7BvdY4ofDUntoc/xl2RIDqmFAr7xmB1puunTqxWi2iN7WYQMfczITDQ2YfAHIznhbVO46UUz5chMdbF/1oLcHBDHtKPWcdySxV1h4585BEkzZuHoG7dENKzp7MPSVYKjUbk1chn3pOU0XrHSe78YYwxh3L41i4qztx///34888/8dVXX4lbeHg45s2bh5EjR2LYsGFITk5uMWu6sLAQu3btws6dO7FmzRps3bpVXMTTLSYmBs899xxuOr+rhbVPv7/+VZwMRg0bBoXEomocbXdFBbo7Ydjtiaoq1DQqhuamVqBGbz2LISHZNl0/W/7v/1BTXo7QPn3Q969/hdTx7kTGmJzQ0HSNQiHJQcF1kTY076eyzDruLeVgCQqzqtBvfAR8A11nQw2dK9K/K+VACUrzW57ZEBShRc/hoQgIdUynKZ3xDrNRoZBmePzazNxAxi4mTqNBNy8vZx8Gc0JEqb9SiXJT085Hdo5SpcDgKVE4vDmvSQz3se2FIp6728Bgyc/Kog2fE158EabqaqglujlF6t0qEbzJuNNO6fUwuvFGY8YYc4viT48ePbB06VJRtHnxxRexYsUK5OXl4dNPPxU3Qp07ISEhCAoKEje9Xo/i4mKUlJSgrOxCB0Rdd0psbCwWLlwoblqOhOqU2DFj6l+m6Ld9n3yC5KuvhjYoCO5kn06Hq8PDHX4S3zjyjX7Hzx4pa7Io5W+DBamzq1cjdcUKeHh6YvyLL0Ih8ZgPmp3RwwkFOcYY60ykDkW/7aqQZjSMt58KIy+JEwtaeWnWzz/lRQZsW5KBbgODkNgnyCYz5pwa75ZeKYo+9O9qiW+QGj2GhiA0xtuhz/9dvbwQpFLZbBf/b4WF4GUV1l4TuevHLSk8PETxeU1JibMPRdLoOZA2RKg0nkg/Zn1tdmZ/iSgA9R4RBg87d4l2lkKlgrrB882ZP/9EeL9+8IuNdepxyaX4M9nN1kTsgSPfGGPM8Zy22jt69GgsW7YMJ0+exH/+8x/8+OOPSE1NFW8zGAzIzs4WN7r4bi6CTKPRYMaMGbj99tsxa9YsKHhYpc3tee897P3gA5xesgSz//1v+EZHw52i307r9UhycLGhcfGnNK8aFcXWC1UUP9NZNRUV2Pz88+LlAbfcgtDevSF1tIBKF6iMMSa36DepFn/qZtoMmBSJtKNlOLmrEA1PuSh29NSeYmSfrkDvUWEIiZJXAd5YY0bWqQpkHCtDVYV1d1NDXr5KdB8cgqiuvk7ZuW3LWT1URKKNEtRJzFh7NtgM5/gvtzXS35+LP21Azw+9RoSKyNTT+6znpGYcL4ex2iIKRHLZLHHq99+x7uGHEditG+Z98w00AbZJlnBVJ/V6mCwWKHndqVOO8vkJY4w5nNO3+lMn0D//+U9xS09Px6ZNm0RXUGZmJgoKCkTHD3XzhIWFiVu/fv0wbtw4DB8+nGf72Fm3OXNw4pdfUJqSgsXXXYfZn30mYuHcxZ6KCocWf3IMBhQZrRenzh4tbbJAFR7X+bk3KStWiHk/AQkJGPz3v0MOBnHkG2NMhvr5+Eg2+q3hglZin0DRWXpoY16TGDh6fffybITGeqPHkBD4BUt7rgzN8KE5DFS0osHcLdH6KNGlX5CY7eOsxTra1DDExvE71P3DxR/WHqP9/aHmBU23Fa/VIkqtRg7PNGnT8yVFvFEB6Oi2Aqu35Z7ViU0HAydHiag4qYsePhw+EREoPXMGqxYtwqxPP4Unr6+0iKLZKbKsN8+g7bASoxHZHE3LGGMO51HbXFuNHS1ZskT8f8qUKfBxwyfO8vJyBAQE4Kbdu6GWwWK2Ljsby267TRSAaDfQrE8+QfiAAXAHAUolXuna1WG7gFcWF+PnggsXEbRLedPPaWiY3UIzCGiBzhaoAOQVEoKooUMhdbQg8Wa3biJCiTHG5ObT7GwxS04OzCYLTu0pEp1ALQlP8EHXfkEICJNO1G6NwYzcVB2yT5ejrMBw0bi7rgOCENXNDwonR/Qk+/jgXhvH7VSbzXjozBnO1GdtQn8Bz3fpgnBe9HVrfxYVichI1nZU7Dm4IRe1jfZ2+IdqMGRatCgQSV3RiRNYct11MFZWImnePEz85z8lP7vImaYHB+OKsDBnH4ZsbS0rw39zc236OaNNJjzbt68YD+HPHayMMdYsh6+kzp8/H5dffjnS0tKs7r/llltw6623Iicnx9GHxFpBUW+Xfv01wvr3h6GsDH/cdBMyNm2COygzmcTuHkc5qLMeIEq7lhsWfjxVHohNst0JTdcZM2RR+CF9vL258MMYky1bd3bYk6dSgV4jwjBybiz8Q5rv8MlPq8T2PzKxY1kmss9Qd41zuppoxkLW6XLsW5OD9d+l4ti2glYLPzTThyJ5xlwej5gkf6cXfgjN2rA1racnBspggxGTBipAcuGHUceg8x8R5SUy0VcUeTyV1t+58kIDdi7LhF7XctyoVIT07Impb78tZsCeWrwYe99/39mHJGk8r6Zz+PvHGGPO4ZTV1Oaajb744gtxK+G8YcnRBgXhks8/R+yYMTDp9Vh1772odpOfk6N2aleZzThTXV3/uqnGgsyT5VbvQ4Ufms3QGUe/+w5VMtzVN0hGC6eMMdZS9JucBIRqMfKSWCSPCoPaq/ndyzSXjmLi1n9/Foc25aEgo9KuhSCLpRZlBdVIPVSCXX9miYLP4U35yE+vbLLzug5tYI5I9MGwWTEYPS8O0RLo9qmj8vDAYDsVaUbx7AbWRpMDbdNRzuQtWKVy+KxTVxAS7S2eX1QaRZO41J1Ls0QMqdTFjRuHsc88Uz/z9+Svvzr7kCQry2BAaaOYdtb2NcBjHEnLGGPuMfNHo9GgpqYGukZdDkzaVD4+mPHhh9jwxBNInDJFFITcwd6KClwTHi4y+e3paGUlLA2KorST2Wy0LpLGJ3fu4jx940ZsfvZZ7H7nHVy9fDk0MmmLVnp4oL8bRkQyxlwHdS7S49gumUS/1fFQeCCuV4CIRzt7pBRpR0rF5oTG6D6ar0M3mp0TGK5FcKQXAsI08A/RikWx9sbI0CKBvsKE8mIDKooNKC8yiGKTydi24hLF7dAsn9ie/vDyVUGK+vn6ii4de+jt7S3ia6mLmbGWUMdPHz7HYueN9PfHSV6c7dBmiRFzYrF7RTaqKy885lZXmUQH0OCp0eJ5Ucp6X3UVKjIysP/TT1Gamursw5G0o1VVGM0bLNotrboalWazsw+DMcbcksOLPzExMUhNTcWmTZswfPhwR3951gk0AHLya69Z3acvKoI2ONhls4ErzGYxNNnegx0PNWiBrrXUIu1oqdXbw+N9xIyCjqLIvo1PPile7j53rmwKP6SXtze87LQ4xhhjjjLUz092xZ86NLi6+8BgJCYHIuNEmSgE1eibv4C3mGtRnKMXt4Yfr/VViucxjZeniJajKFOFp0I851G3kNlUK4pItHCmrzTBUGUSn6s9PBT0fOmL6O5+CI3xlkyHT0uG27GrlTatUIwTzRNkrCWTAgNd9hyetd8QX1986+HB88I6wCdAfa4AtDIblQ26fYwGC3avyMLAyZEIjZF2oXXY/fcjavhw0QnEWt+0ycWfjhXNGGOMuUnxZ8qUKfj000/x+OOPY+fOnejRowdUqguL2h988AHCw8Pb/XmffvppGx8puxhdTg4WX3cdEiZOxOgnn4TCRRfoKfrNnsUf2t18uEHxh2JzaLdzQwl9Otf1s+3ll1GVn4+AhAQMv+8+yMlgjnxjjLmAvj4+8FIooLc4Zz6OLVD0aJd+QUhIDkR+RiUyT5ShKPvis/GoW0dXUiNutkadRlTooU0SdFNp5HEuQr8LFAdoT6O4+MNaoVUoMFpGm4GY/VEn4gBfX4fFXrsarY8Sw2fHYO+qbKv5c7S5Ye+qHDFzLqqrdK9rPBQKq8KPuaYGFpMJKo4DbFLEoOt3Lpy3D8/7YYwxNyr+PPnkk/jll19QVFSEn376yept9CT64YcfdujzcvHH8XL37EFlbi6OfvstqktLMemVV0R3kKvZp9PhutpaeNrpBC+1uhq6Bi3QZ4+WWb3dL1iDoIiORwWkrV2Lk7/9JgYfTHj5ZSi9vCAXtHOZh1YzxlyBUqEQj2fbyq3nuckRFVxo0DXdqFMn76wOuWd1KC2oBhywYdwnQIXgKC8xa4Fu1FkkN7SxgX4n7Clao0GCViuiVhhrbExAgN1iB5l8UdGYiz8dp9Z4YuiMGBxYl4vCrAudDtRMdXBDntgMEddT+l0j+uJirF60CJrAQEx75x1RGGLnUHRZusEgnl9Z21SbzUjhcxHGGHOf4k9cXBz27t2LF154AWvWrEFWVpaYAUQ7J6j4QzcmD90vuQQenp5Y98gjSPnzTxEtNv3dd8V8IFc7wTtWWYm+dipCNIx8o5kGJbnWu6gT+gR0eGdRVWEhNpyPe+t/002IHDwYctLDyws+vDDBGHMRw/z9XaL403inM3Wn0s1oMKM491zkGz2f0a290W3Nze7xC1aLjRD+IRoxS0jj7fDTV5ujSDZHLeRy8Yc1RmeVEwM711XOXFOyjw/8lUqU87ywDqMNCYOmROHw5jzkpFjPOT66tUBEwXXtL+35uTT/J+/AAViMRux57z0MXbTI2YckuS4WLv603Qm93mq+MWOMMcdyytUzFYA++eQTq/sUinPDgA8dOoTk5GRnHBbrgG6zZkETEICV99yDrK1b8cdNN2HWJ59AGyTtE9r2ojkNdiv+6C5cFDSe9aP28kRUl47HA9DJenVxMYJ79MBQmcW9kSEc+cYYcyG9vb3h5+kp5sm5Iopci0jwFTdisdSem+FTYYReZxSRpsYas4jAqZvzQ3N5PJUeUCgVUCo9RGHHy1cJrY9K/J+eB10tWiVIqRSbGxxhuL8/fioogIkXXVgD/X19Ee6C3frMRvPC/PywqqTE2Yci+w5Zinmj58X0Y9apDqf2FMFUY0bSkBDJPr+FDxiA8c8/j/WPPYa9H3yAoKQkcd3PLsz9mR0S4uzDkNX3izHGmPPIf+skc7rY0aNxyX//iz9vvx0Fhw5hyfXXY/Z//gPfyEi4iv06HUwWi80jWkqNRmQYzmVC03DrnBTrmIX4XgHi4qGjRj78sMgZ6HP99VBqNJDbxecgjnxjjLkQelyjovb6UutCv6uiwo63n0rcmHVBxlELftQ9Swv9eznGiTUwxcU2aTHbGunvz8UfG6DH+V4jQqHSKHBmv/X3M/VQKUw1FvQeGQYPhTQLQD0uuwzFJ0/i4OefiyJQQGIiQnv3dvZhSQJFmFGUGUdntn1OEmOMMeeRTHjr559/jv/85z+IjY119qGwDgjv1w/zvvkGPlFRUCiVUMlorkxbVFssVvFsttLwc2acKENtgzngVPSJ7dm5WBiK4Bv33HOi80dukry84Kfk+jRjzPUW/pl7o4VVRxobIP35EsxxYjUa9OQB7qwVsVot4mS2aUzKBaDug0LQc3hok7dlnCjHwY15oktWqoY/9BBix46FuboaqxYtEjHvDDDX1oooM3ZxhTU1yK+pcfZhMMaYW5NM8efGG28UN39eFJGtwK5dRQFo1qefiig4V0PRb/Yq/lD8TcZx6zkQUV19ofFqf/HDZDDgxC+/oNbSoJIkQxz5xhhzRd28vBCq4k4Yd0ULqtEOXlRN9vYWUXOMkWnc9cPaYJQLXss5U2KfQPQdG35u4FYDuak67FuTI64FpUjh6YnJr78Ov5gYMQdo03PPOfuQJIOjzNrmGHf9MMaY00mm+MNcg29UFHwiIupfP/LNN8jcvBmu4KBOB4MNCyoUI3f8/MkQnfjXVFvPgEhI7tgg3l1vvokNjz+Odf/4B+SKI98YY66Mu3/cl6O7fup2nvNCLiMBSiWG8uYa1gbD/fzgKdF5NHIVk+SPgRMj4dFoBaYwswp7VmaLmXhSpA0MxLR330VI794Ycvfdzj4cyTjCxZ824cg3xhhzPi7+MLvJ3LIFW55/Hsvvugtnli2D3Blra8XsH1s5qdeLYlJtbS3OHrGe/xAc5QW/4PbvDM7YtAmH/vtf8bKch3LSIGx/3qXMGHNRNEybuekgdScV/sbQnCGnfGUmJZMCA20+v5K5Jope7uvj4+zDcDkRib4YPDUankrrR+SSvGrsXp7dZDOgVIQmJ+Pyn39GUPfuzj4UySgwGkWkGWuZpba2frMrY4wx5+Gzf2Y3UcOGoevs2bAYjVjz4IOiC0judpVbR7PZIvKtOEcPXYn1iWNCn/Z3/VTm5WHdo4+Kl5Ovuw4JkyZBrjjyjTHmyiI1GiRotc4+DOZgfby9nTbLLlSt5jkvbk6jUGBCYMe6ypl7GsMdg3YRGuONoTOioVRbL8WUFxmwc1km9DojpMijQeE4Z/dulGdmwt1xV0vrzlZXo8oszYImY4y5Ey7+MLvxVKsx+bXXRCECtbWiC2j3u++KThc5n+BV2ugE5tD5LqLUw9ZdP97+KoTFtm+BRhTYHngA1cXFoiV/5PkikFx3Rg/myDfGmItzVgcIcx5nR6+N44Vctzba3x/enp7OPgwmI/18fODHvzN2ERjuheGzYqD2sv7+VpYZsXNZFirLpNtRcnrpUvxx441YtWiRmDXrznjuT+t43g9jjEkDF3+Y3YdEjnnqKQy55x7x+t7338eWF15ArQ1n5ziSubYWeyoqOv15cg0G0SpeUWxAUVZVk4GglM/fHrv+9S/k7tkDla8vpr79NpQOHiZtS728veHLkW+MMTeYp0DFbuYefDw9McDJEUoDfX3hywu5bokea6YGBTn7MJjMODOq0h1QxPfw2THQ+lpf91RXmkQBqLxYmoWVyMGDofH3R9HRo9j+z3/CnVGkGUWbseZxcYwxxqSBiz/M7qiQQcUfKgLBwwNHv/kG6Rs2QK522iD6rS7yrfGsH5VGgeju7Ys80+Xk4PCXX4qXJ/zf/yEgIQFyNowj3xhjboDivygGjLkHem5z9qwV+vqjeCHXLVFHNUX/MdZeHP1mXz7+aoyYHQufAJXV/TT7Z9efWSjJ00NqfKOiMOnVV8XLR7/9Fmf+/BPuSm+xILW62tmHIUnVZjNS+HvDGGOSwMUf5jB9rr8ek19/HYPuvFPW82hO6/UoNho7XfyhXV05KdZdRPG9A+GpVLT7BHzu119j2P33o+uMGZAzpYcHBnHkG2PMTTg7Bow5zmiJ/KzH8cwXtzQjONjZh8BkKlqjQSLPqLMrrY8Sw2fHwj/EOrnBVGPB7hXZKMySXvdE3LhxGHjHHeLljU8+ifL0dLgr7m5p3gm9nruiGGNMIrj4wxyq+5w5GHbfffWvG8rKUFVYCDmhU5hdnYh+o10wVEBKP1aK2gbpdwpPD8T37tjiUHi/fhj0t79B7vr6+MCLI2kYY26CYsB4Bod7LJ4mSGTxNEKtRg/uOHMrvb29ES+R3z8mT9z9Y39qrSeGzYxBUKT136rFXIu9q3OQe/bcrFgpGbpoESKHDIGxshKr77sP5hrpzimy90xg1tQxLooxxphkcPGHOQ2dIK685x4svvpqlJw5A3eJfjtSVQVDjRkZJ6w/R0x3P3Hi3xY0M4lmJxUeOQJXMpzjaBhjboRiuDjq0vWNkdhz23heyHUrM7nrh3USPU+peEad3SnVCgyZFo2wOOsCPW0WPLA+F5knOx89bksKpRKT33gDmsBAFB49ilOLF8Mdna2uht5sdvZhSA4XxRhjTDq4+MOcRl9UhMq8PFRkZWHxtdcie8cOyEWmwYAsQ8eGcB7U6ZB1sly08jeU0KftUSx7P/gAR77+Gn/cfDNqOtGFJCVahQL9nTwMmzHGHG20xAoDzLY8JTgwneJV/bjjzC1QXFcvPrdinURd+UN4o4JDUPz3wMlRiOraKAa7FjiyJR9nD5dASnwjIzHplVcw+okn0HPBArgjijY7zoUOKxSRn+emnWCMMSZFXPxhTkOzauZ99x0iBg5ETXk5lt12G04tWQK52N6B7p/a2locqtDh7NFSq/vD433gE9C2Qbypq1Zhz3vviZdHPfoo1C5yMTbQ1xcqJw/DZowxR0v08hKxYMw10aYGP6USUus44xgn98BdP8xW+DHDcRQKD/QbH4G4Xk2/5yd2FeHU3iJxTSkV8RMmoO8NN8DDjbvDjnHxxwp/PxhjTFp4pZU5lVdwMOZ88QW6zpwJi9GIdY88IrpapHRC25Jd5eXtPs7U6mqcPlOGap3J6v7Evm3r+ik4dAjrHn1UvEwn2T2vuAKuQmo7oxljzF1jwZjtjJXogun4wEC47zKde4hSq8XGGsZsgWaFhavbtlGNdR4VUnqPDEXX/kFN3pZyoATHdxRK8nq5RqfDvo8+gsXNYtCO8nwbK/z9YIwxaeHiD3M6pVaLKW++if633ipe3/3OO+ImdSUmE060c1cLRb6dPWzd9RMQpkFg+MUH8ZZnZGD5nXfCVFWFmNGjMfJ8EcgVBCiV6MUDqBljboqK30o33jHrqoKUSvSRaORWiEqFflwYcPmuH3feic/cp5jtqujvN2lICHoMDWnytvRjZTi8OR8Wi3QKQDST9ve//AW73n4bBz79FO6kwGhEIcecCVSU5Bg8xhiTFi7+MEnwUCgw8uGHMfaZZ6AJCEDS3LmQgx3tnLez8lQ+yousZwUl9g266MV5dUkJ/rztNjEnKaR3b0x75x0xZNOVBskqeIGCMeamKBasPy/Eu2RMkpQX3ycGtn3WIJOXUJUKw7mjkNnYKH9/Pl93gi79gpA8OqzJ/dmnK3BgXS4s5lrJXM/3u+km8fLu995D/sGDcCdHueAhZBgM0LlZ5xdjjEkdF3+YpCRfey2uWbkSgV271t9nKCuDVO2tqIDRYmnT+5YYjdi1L9/qPi8/JSLiL74r2FOjQUBiInyjozHzo4+gdrFFQo58Y4y5O95R7Vo8ZDAjI5ljnFy664cX6Zmt+SuVGCDRbkZXF9czAP0nRKDxn3V+eiX2rs6Gydi261F7S5o3D11nz0atyYS1Dz8MoxvFf/Gcm3P4+8AYY9LDxR8mOdT5Uyd7+3Z8M3kyTv/xB6So2mLBfp2uTe+7PK0ABRnWJ0OJfQLhobj4xbnK2xvT338fl379NXwiIuBKaNB5vPbisXeMMebKaCGeoriYa6C4t2CJ/zypK4m7f1wzbpA6NBizB96o4DxRXf0waEoUFJ7W145F2XrsWZENo8EsieeVcc88A5+oKJSnpWHrSy/BXVDUmRTnMDkaz/thjDHp4eIPk7QTv/4qdgytfegh7HjjDVhMJkjNtvLyNr3fV5vPWr2uVCsQ3b3li3OL0YgTv/xSfxJJMW++UVFwNSN5gYIxxsSCidQ7RVjbjZdJUWWMvz80Cr4ccLWuHyX/TJkbF7ZdWVicD4ZMj4anyroAVFpQjV3Ls2DQmySxkXPSK6/QiQ1O/PwzUpYvhzuoMpuRVl0Nd0aJKKf1emcfBmOMsUb4yoBJ2oSXXsKA228XL9PgyKU334yqfOvoNCnsbik1Glt9n7TiShw9UWJ1X0JyAJSq5v8ELedb5Tc8/ji208mzi6LLlhF+fs4+DMYYk8xCPEc1yV+gUol+MolG0np6YjRvwnCprh/uzGD23qjAv2POFRzphWEzY6DSWF9HVhTXYOeyLOh1rV+XOkL08OEYeP4afs9776G2jTHpcufuc39O6fUwcfcTY4xJDhd/mKQpPD0x4sEHMeXNN0X0Wc6uXfj5ssuQtW0bpIJOb3ZUVLT6Pq+vO4WG50HUrh/fu/ldwRazGesefVTsklKoVIgZNQquKtnHB4G8e5AxxgR6PJRL0YC1jBZG5VTEmxQUJDZjMPnjrh/mCLxRwfkCQrUYPjsWGm9Pq/uryo2iAFRZVgNnG3LPPeh/66245Msv4eEmj0vuHnnG834YY0ya3ONZmMlet9mzcdnPPyO4Rw/oi4qw9JZbUHjkCKRiW1lZi28r0hmwfF+O1X2xPfyh1lqfrBNzTQ3WPvggzixdCg+lEtP+9S/ET5gAV8WZ9IwxZm2CTOLCWPNoQXSczHbFR6jV6MtFR9njrh/mKLxRQRp8A9WiAOTlp7S6v7rSJApA5UUGOJOnWo2RDz8Mr+BguIuU6moY3KTLqTnH3Lz4xRhjUsXFHyYbgV26YP4PP6DXlVei+yWXICQ5GVKRU1OD1Bbybf+79SyMpgsngbRRLrFv08U9mm20/M476zt+pr71FhImT4ar8vb0xEBfX2cfBmOMSUqytzdCuSNStgbItKN1SlCQsw+BddKskBDu+mEOwxsVpMHbTyUKQFQIaqim2ixmAJXkSWf+yplly1By+jRcmbm2FifdtPulwmRCpsG5BUfGGGPN4ysEJitKrRbjX3gBE19+WWROE31xMU7/8QdqnZwvu7W8vMl9OoMJn289a3VfVDc/ePlaLwzRsS//29+QtXUrlN7emPnxx+gybRpc2TA/P6h4kYIxxqzQcxsvqsnXRJn+7Hr7+CBWo3H2YbAOClGpRBQXY47CGxWkQ+utxLBZMfAPtX4MN9VYsGdlNgqznF+MOPDZZ1jzwANY/49/iNm2rsxdo8+OV1WJOHzGGGPSwyuvTJYUSmV90WTTM89g7UMPYfV996G6pMRpx7SrvBzGujbvF14AFAocv/thVFRbn+B26RfU7GJf8nXXQRsUhEu++AKxo0fD1Y3haBLGGGvx8VHF8xRkh+LTesk4Cmkqd//I1hzu+mEO5iHDiEtXRnHiw2bGIChSa3W/2VSLvauzkXdWB2ei1A61vz8KDh/G/k8/hStz17k/R9206MUYY3LAVwlM3mprEZqcLObjpK5YgR9mz8bJX391SheQ3mLBXp3uXOHn6afFsQ39z9tYuOXb+vcJj/exasunrqWGc42uWbkS4f37w9XR7uIErfXFCWOMsXN8PD0xjHfxy84kmXb9NOzIDTy/uYbJq+jIMxSZszYqKHmjgmQoVQoMmRaNsDhvq/trLcD+9bnIOtU0pcJRfCIiMOapp8TLe95/H4XHjsFVURx8qdEId8PzfhhjTLq4+MNkzUOhwOC77sL8775DUFKS6PxZ/9hj+OPGG1GakuLw4zE9//y5wk8DD27+ur4AVNf1Y6quxsann8ZPl16KqoKC+vdV+/nBHfBAYsYYc+1CgrvRKhSyX4CnzpHJ3P0jO5eGhEDBC/DMCfyUSgzi+Z2S4qlUYODkKER2bfRzqQUOb85H2tFSp3b/JE6bhlqTCesffRTmmhq4KneLfsurqUGJi8f5McaYnHHxh7mEsL59ccUvv2D4Qw/BU6tFzs6d+GnePGRu3eqwY5j9wQcY88Ybzb6NCkCPHPwJgeFaFBw6hF+vvBLHf/gB+qIiZG7ZAndCUUYjZL5Axhhj9hav1aKbl5ezD4O1ERV+tJ6ekLvxAQGikMXk8zgxxE02DjFpmsQFY8lRKDzQf1wEYns2vd46vqMQZ/YXOyUlQ0QFPvsstMHBKD55UnQAuSp3K/64a9QdY4zJBV/dMZehUKkw8LbbcOUffyBuwgQxPydy0CCHFX7mvfNOq+9z059foOj66/HbNdeg5NQpeIWEYPZnn6HH/PlwJ7RI4e0CC2SMMWZvk7n7RxY8XGgB1MvTE+P590425oeGigVVxpyFNilQnDOTFg+FB5JHhSGxb9PH89P7inFiV5FTCkB0/UsFIHLg3/9GRWYmXLX444zvr7O4W7GLMcbkhos/zOX4x8Zi5kcf4fKffoLy/K7pWosFy++6Cwf/8x/U0FweBxd+vgfQC8DPe/ag1mxGtzlzRJEqdvRouBuOfGOMsbYZ7OeHIJ7BInl9fHzE3BVXMTUoiOd4yEAvb2/xu8eYs03ggrEkUWG457BQJA0JafK2tCOlOLKlALUWxxcoukyfjv633IJZn3wCv9hYuKJykwlZBgPcgaW2Fie4+MMYY5LGxR/msie73uHh9a+nLF+O9HXrsP3VV/HNpEnY8cYb0OXmOqTwQ7YDyKB4DgC/AnijWzfRmeRuojUaJHlbDyFljDHWPJrj4SodJa6MiiWuJECpxGjeqCFpVJq7PCzM2YfBmEBxzl4cFylZXfsHoffIpo8XWafKcWBDHixmxxeARj7yCGLHjIErc5dumNTqalRbLM4+DMYYY63gszTmFhKnTsX4F19EQJcuqKmowIFPP8W3kydj2W234fTSpTB24OSspcJPHhV3AKxucN/TAF6hnGWK6ADEx9HHuxuaJcAYY6ztxgUEQMOLapLe1NDbBbsvZgQFieIjk6Zh/v5I0GqdfRiMCfQcxQVjaYvvHYB+4yPQ+GE976wO+9bkwGxy3uK9LicHxSdOwNW4S/HnGM/7YYwxyXP71YT3338fiYmJ0Gq1GDFiBHbu3Nnq+5eWluLvf/87oqKioNFo0KNHDyxbtsxhx8s6xlOtRq8FC3DV0qWY/sEHiBo6VETBZW7ejLUPPoiKDOrLOae6pAQWk+min/PSd98V/6dT5WMA3qbFEgDUvP4QgLcavC/tCX6Eco6b+Xh3ujAc6d908ChjjLGW0Yy00fzYKVmu1vVTJ1StxnA/P2cfBmsGRfLRrB/GpGRiYKDoSGPSFd3NDwMnRcKj0QpQYVYV9qzMhrHG7PBjytq2DT/OmYPVDzwAc00NXMnJqiqY3KAjxl2KXIwxJmduHST//fff44EHHsBHH30kCj9vv/02ZsyYgRMnTiC8QWRYnZqaGkybNk287aeffkJMTAzS0tIQyDnHsuGhUCBx8mRxK0tLw8lff0X+wYMI6tGj/n02Pv00MjZuRGCXLgjo2hU+4eHQBgZC5esrZgj1uuIK8X5LFi7EJ++8g420Y6nR1xl+vsOnNfTx7oQWkWiQNGOMsfYXGNaXlsJ9RgfLg79SiREuXCCZFRyMHeXl/HsnMVOCghCiUjn7MBizEq5WI9nHB0e4C0DSwhN8MWRa9PlunwuP7iV51di9PBtDpkdDrXXc9VpIr17i+rr0zBns++gjDF20CK7CWFuL03o9erlgd3Adg8UiYt8YY4xJm0dtba3bXtNRwWfYsGF47733xOsWiwVxcXFYuHAh/vGPfzR5fyoSvfbaazh+/DhUHbzoKi8vR0BAAG7avRtqX99O/xuY7X0/axbKUlObfZt3WBj+smlT/eubJ0/G0exsUPDGWFooAfD/7N0HfNT1/cfxd+6y994JS0SRPUVFxYXirHWWiqvuvaq2VVytttVqtY7W1tFWrf/WurfWPUDBAYKIAwlhrwSy1//x+WJCjgRIQpJbr+fjcY/kfne5+95l3X3f38/ne6ikQdu5j6cvvFAvnHuuwsk1ffqokBYlANAlf166VLM3bPD3MNDKkZmZmpLRdiPtUPLXpUv1ET93ASPJ69VN/foplsU0CEBzN27UXaWl/h4GOmD9ymrNenWp6mt9K1MSUqI0ZnKBYhN6b42w7c372sUXKyIyUkf/5z8uEAqlRRRHhfD+bHM2btSf/Pw7n19fr+uGDFFZWZmSqZQHgHaFbds3q+KZNWuWDjjggJZjHo/Hnf/ggw/a/ZpnnnlGEyZMcG3fcnJyNGTIEP3mN79RQ8PWS6Rrampc4NP6hMBmreGOf+klTb73Xo2/4goNO+007Xz00eo3ebKKJ03yue6gP/5Rd06dKpsWeVXSpQQ/7RoYF0fwAwA7uAcLAquV6T5hUPl9aEYGrZwCyBGZmQQ/CFi7JSQoJzra38NAB6Rmx2rcIQWKjvP9e1JRVqcZLyxRRXnvtWDrf/DB6nvggWqqr9dbv/xlh9qvB4t5Id4SjZZvABAcwrbt2+rVq11oYyFOa3beKnva8+233+p///ufpk6d6vb5+frrr3Xuueeqrq5O06dPb/drbr75Zl1//fU98hjQc63hUvr2dac+W4Q9W8oaOlRzhw7VE7HJOv5v9273tsMx+DH7MWkJADukb1ycBsXHawFvtAPCXikpSgiDSfi8mBiNSUqi+icAFMbEaGJKir+HAWxVRESEJqWm6l8rV/p7KOiApPQYjZtSoI9fXqrqjZsDF/t85gulGnNQvrtOb9jrmmu0dMYMrf7iC33+4IMaccYZCgWLq6tV0dAQsq8XCH8AIDiEbeVPV1hbONvv5y9/+YtGjx6t448/Xr/85S9dO7itufrqq10JavOppKSkV8eM3vH74cfqtr2mbvM64Rr8pEdFaQQtDgGgW9qHwP+8ERE6MIwWNRyemSlPBPU//nZ8drabXAcC2R4pKYrzMMUQLBKSo10FkLV7a622qkEzXyzV+lW9s59LfHa2JvzQdn/WXXdp/VZasAcb218hVBftlNXXa2lNjb+HAQDogLB9ZZaZmSmv16sVK1b4HLfzubm57X5NXl6edt55Z/d1zXbddVctX77ctZFrT0xMjOs92vqE0FK2qlqrSyt1154nbjUACtfgx+ybmsqkEQB0g10TEtSHFpp+Ny4pSWld3PsxGFkbp915/epXY5OStHN8vL+HAXSoJaZVRiJ4xCVGadyUwjZVPrYf0McvlWrNst4JL3b+0Y9UtM8+GjJtmhLz8hQq5lVUKBTND9HHBQChKGzDn+joaFe98/rrr/tU9th529enPXvuuadr9WbXa/bVV1+5UMhuD+Hpm8/WtXxuAdC9+03zubzh+uv19gUXKFzfANKiBAC6D9U//mVLGQ7JyFC4OSwjQ5Es5PDba6ljQnjDcISeSWlpLPwKMtGxXo09JF+pOb4LTBrqmzT71WVaubjnJ/qtsvFg23P38ssVGUILXUK1NVqoPi4ACEVhG/6YSy+9VPfff78efvhhzZ8/X+ecc44qKip06qmnusunTZvm2rY1s8vXrl2riy66yIU+zz//vH7zm9/ovPPO8+OjgD+Vr6nRqhLfF8MR114r3XCDvYJ1H73XXqu9w2BT6PbskZys+BDtcQwA/mBtNPNjeqcHP9oalZQUlhuaZ0RFsZjDj8FbahhVmiE0/l7Q8jn4REV73T4/GQW+VYaNDU369H/LtPSbDb2y9+7m+21QTVmZgt3qujqt3kqXmGD2JeEPAASNsA5/bM+eW2+9Vddee61GjBihTz/9VC+99JJycnLc5YsXL9ayZctarl9UVKSXX35ZH330kYYNG6YLL7zQBUFX/dCfFuHnm8/W+pxPiovUSbv3ka65xkrJNn38ofVZuK2YtRV/B4TRnggA0BtsZewUqn/8wv6Lh/Nzf2hGhmLZy6NXWdDLaykEI35ug5M30qNR++cpp2+Cz/GmJmnO2yu0eH7vhDHrv/1WT594ol6/7DI12Z0HuXkhFpQsq6nR+vp6fw8DANBBkQpz559/vju1580332xzzFrCffjhh70wMgS6DWtrtPJ736qfn03sr4SYtr9WKZGRGpOUpA/LyxUuRiUmKjMMV0cDQE+z/yfPr1mjZSG4kjSQDUtMVGEItaLprKTISB2YlqZn16zx91DCJmz8aU4O7bMQlAbExal/XJy+rary91DQSR5vhIbvk6svolaqdKFvtc/8D1epvq5R/Yf1fLi39ssv1VBbq6+fe04DDz9cwd4iLZQ6gYRamAUAoY7le0AXffOpb9VPTIxXp+3Rd6vXtwmTcDI5jFdHA0BPV/9YFQZ6v/1WuDswPd0taEHP2zMlxU2gA8Eq3N77hJIIT4R22zNbfQa3bfe5cNYaffXx6h6tyEnt318jzznHff7BzTerev16BXuLtFCoYGpGyzcACC6EP0AX9/pZsUXVz2Fj85UUu/We7LZaeLcE3xL6ULVrfLyKw3h1NAD0RvUPe//0nuGJifxfs4UuHo+OzMz09zBCXnJkpH6cleXvYQA7xPb9yWS/qqBeaDJoXKYGjGi7oO+7Oes1/4NVPRpoDD/9dKXttJOq167VjFtvVTCrbGjQ99XVCgWNTU1aQPgDAEGF8Afogq8/8W15EhXt0RX77rzdrzsoTFbATWF1NAD0+KTM4fyt7RXWdIvnerM9kpNVSPDYo47PylK81+vvYQA7hP0/Q+O1xk4j010ItKWSBeVuH6DGxp4JgLzR0Zp4/fXu8wX/+Y+WffSRgr31WyiwVo41trcxACBoEP4AnbR+ZbVWlfi+eBs7Klu5idtfEbxLQoL6hvjKYWtRsnN8vL+HAQAhb1RSkvqE+P+UQDAyKUlFPM8+k4HHZ2f7exgha2RiosYkJ/t7GEC3tS9MIMgMen13S9WQvbI3rYZoZdm3G/Xp/5apob5nwoDc0aO1y3HHuc/fvvZatwdQsAqVfXJCJcQCgHBC+APsYNVPdKxX0yb06fDXh3pVDKujAaD3HEULrh5l81xH8H+tDVvkYeEjupdNkv8kJ8ffwwC6TbTHo31DaKP7cFYwMFnD981VxBYzSLYocvary1Rf1zMB0PjLLlNcZqaiExJUtcb3fXiwVczUhkDFDOEPAAQfwh+gE9Yur9KapVU+x/oNTdXu6W03w9yaYQkJKgjRdilW9bNrmOxrBACBYHBCgnah2rLH7J6crLwQ/Z+9o47NynITu+g+VlFl+/0AoWRSaqqiIrYoGUFQyu2bqFEH5MnjjWjzHvmjl0pVW93Q7fcZk5Kiw//xDx35+ONKzMtTsKpvatLCKt95hGBT3dCg70Jk7yIACCe8YwM6yDa0/Hq272qjmDiv9h6Zq9RObGZq7VKmpLfdODMUUPUDAL3v6KysLTuxoBtERkToCCqrtio9KipkX8/4q93beNq9IQQlRUa69m8IDZkFCRozOV+RUb5TSeWra/TRi6Wqqazv9vtM7ddPnhBoHzivokLBbEFVlRqbemaPJwBAzyH8ATrIKn7WrfBd6dJ/eLrGpnb+jfropCTlh9hKYmsBQ9UPAPQ+2/dnDC24up21KrKAA1t3YFqacqOj/T2MoGfVPj+l3RtC2EHp6fJQ/RMy0nLiNPaQAkXF+E4nbVxfqxkvLFHlhroeud/66mrNvP12ffXkkwpGwd4ybX6Qh1cAEK4If4AuVv3EJkSqcOdkjUpM7PTtWfVPqFXJsO8EAPjPj7KyXKUKuke816tDQ+z/dE+I9Hg0ldBih03LyVEi7d4QwjKiolikEGKSM2I0bkqhYuN9/3ZVbajXzBeWuCCou3311FP69M9/1ge33BKU+/+U1tSovL77K6N6S7CHVwAQrgh/gA6wjSzLVtf4HBswIl194mOV2cUVr9beoyhEqn+GJya6/X4AAP6bWNs/Lc3fwwgZh6anuwAIHav83YOWTjtUYTa0CwuJgGBzSHo6LUpDTGJqtMYdWqD4JN8q2ZrKBhcAla3u3v1hdjnmGGXsuqtqyspcABSMgjVAWV9Xp+W13R/oAQB6HuEPsB1NjU1aOMt3ZZG9wM3fKUmjdmAFm1X/hEK1jLVw+FEIPA4ACHa2/wqbxe+47OhoNyGPjjs2K4ufvS4oiInRMVlZ/h4G0Cus5fUwgs6QE5cYpXFTCpSY5rsgsq6mUR+9VKq1y6u67b48kZGaeMMNivB49PWzz2rJe+8p2ARr67R5QRpaAQAIf4DtWvrNhjZl6wNGpsvjiehSy7fWhiQmuhWzwWyvlBTlhUgFEwAEs1ivlzC+G9hkvLUzQ8dZldTU7Gx/DyOoRHs8OiMvT1H8rCHMFikg9MTER7o9gFKyfN8TNtQ1adYrS7WqpPsCj+yhQ7Xb1Knu83euu071Vd0XLvWGYK38+TJIxw0AIPwBtqmhvlFff7LW51hSerTy+ie61Wu53RB6/DgzM2hbIMR6PDqCPREAIGBMSE5Wf9pwdtmu8fGulSk6b0RSksayp0eH/SQ7m8UzCDt94+Lc31mEnugYr8ZMLlB6nu9rkMaGJn3y+jIt+3ZDt93XmIsuUkJOjjaUlGj2PfcomKyvr9eyGt928sGw/3GwhlYAAMIfYJtKvixTdYXvpowDR2e4lm2ju2lyyN4EjUtOVjA6LCNDSbR5AYCAYf+fTszOdi050TneiAidQPXKDvlJTo5SeV2wXXumpGgC+yQhTB3KwrGQFRnl0agD8pRdnOBzvKlJ+vytFVryVVm33E90YqL2vOYa9/m8xx9X7YbuC5Z6Q7C1UCutqVF5ve+cCAAgeBD+AFtRV9Ogbz5b53MsLTdOmQWbVquN7sbVrdamx9p/BJO86Gjtx+biABBwimNjtQ8Ty522f1pat1T0hnv7t5Nzc4O2orm3fj8toAXC1cD4eA2kQjVkeSM9Gj4pV3kD2r5X/uK9VVo01/f9dVf1PeAAjbv0Uv34yScVHWRVp8HWQi3YxgsA8BVcs81AL/pu7nrV1zb6HNt5zKaqHws+urNVR1pUlA4Jsh7YJ+bkuFXSAIDAc1RmJhUYnZAWGemqWbHjBicksDhkK5K8Xp2Tn88+Pwh7/L0NbbY37tCJ2Srape1ClAUfrdHC2WtcK7EdNeLMM5VUUKBgs6CyUg3d8Ph7S7BVKgEAfPHOA2iHtXr7/ov1Psdy+iQoNSvWfT6mB1YXHZSWpuzoaAWD3ZOTNYh+3QAQsGK9Xh1PdUGHWbu3GCbku83RmZmuwgWb2YKZM/PzlR4V5e+hAH63S0KCdqL6J6TZgsldd89U/2FtFwN8+9k6fTljdbcEQM2WzpihytWrFQxqGhv1bVWVgkF9Y6MWBslYAQDt410u0I5vPl3rNqdsZgUuttdPs54IfyI9Hk0Ngok6W7V6bFaWv4cBANiOUUlJGtlN+9OFMnuORgRZy5hAZ69pzsjLUyyBWgtr9bYzC2eAFlT/hEcAZO+hrXvGlhbPL9Pcd1aqsXHHA6BP7rtPz518sj787W8VLOYHSTXNt9XVqm307YYCAAguvCMDtrBxfa1KF5b7HCsYmKyElE1VOQUxMT22J4CtgpuQnKxAXx2dSCshAAgKP8nJcfuwoH323Nj/NXQ/q2Y+JTfX38MICAekpWliaqq/hwEElF2p/gkb/YamafAebRcPLv1mgz57Y7ka6ncsXCjcc09FeDz6+tlnteS99xQMgiX8mVdR4e8hAAB2EOEPsIWvPrYexJvPe7wRGjAyvUerflo7LjtbKQEarthjHxPg4RQAYLPkyEjCjW2wStZU2nD1mJFJSZocZHsa9kQF3jFUTAPtOpzqn7BRNChFw/bJcR01Wlu5uEKzXl3WZq/dzsgaOlS7TZ3qPn/3+utVX12tQLeoulqVDQ0KdMESUgEAto7wB2hlzdJKrSrxXd3SZ7dUxcZvDmPG9nD4Y6uQp+XkKNDYxuFTA3BcAIBtG5+c7Cag4WtIQoL2SGm7GTW6148yM91zHY4GxsXptNxc1/oIQPtdD2iHGD7y+idpxP55bnFla+uWV2nmi6Wqqarv8m2PuegiJeTkqHzxYn3y5z8r0DU2NWlBgAcrFk59HwRBGgBg2wh/gB80NTZpwUe+m0RGx3rVf+jmTSr7xMYqK3pT+7eeNCQxUfsGUHsQT0SEfpaXR+sgAAhSP83JCdiqUn+w/2cnsaChV0T88BoirxdePwWSopgYnVdQoCj2PQK26Uiqf8JKdlGCRh+YJ2+UbwC0YW2NZjxfqsoNdV263ejERO3xy1+6zz/761+17uuvFejmBXj482VlpXZ8RyYAgL/xbgT4QenXG7Rhba3PsZ1Gpisy2tNrVT+tWYuQwh7aW6izjsjI0EBW5QFA0ErwenWqVSD4eyABFIbR7q33xHm9Or+gwLUhDAe50dG6qLDQPW4A27ZTfLx2C9PqwHCVnhevsQcXuIWWrVVtqNOM55eofE1Nl26374EHqnjSJDXW1emd6dPV1LhjewmF+346gT4+AEDHEP4AkurrGrVw9hqfY4mp0SrYefP+NhG9sN9Pa7ZS9Kz8fMX6ecXoiMREHRzm/foBIFQ21z6Iv+eu1dto2uD1uszoaBcAxYR4JUxOdLQuKSxUUpgEXUB3ODIz099DQC9LyYzVuCkFikv0/VtZW9Wgj14s1dpllV2qNN3rmmuUXFyswT/5iR1QIFtdV6fVtb6LTwNJoO/3U/LOO1pXWurvYQBAwAvtd19AB303Z517odnaoHEZ8ng2v2DcKS5Oab28Sjg7Otq1SvHXy1arPDrN7j/AXzgDADrmqMxMDYiLU7iyifkTsrP9PYywZe1zz83PV2SIvq6wn69LCwupKgO68LeBvenCT0JKtMYfWqik9Og2CzNnvbpMK77f2OnbTMzP13EvvqidDj00KN7DBmrrt5W1tS6cClRVa9bo9csu091HHOHvoQBAwCP8Qdir2linRXPX+xzLLIhXZoFv+4FxyZurgHrT0MRE1wKut6VGRobFCl0ACCe2h9sZeXlKDMN2VFERETozL4//awGwwbtVNnuDYFKuswtmrigqIvgBdmDvH/sfhfASEx+psYcUKC0n1ud4Y0OTPn1juZZ8Vdbp2/S0eo1TX1WlQBaordUCvernw9/9TrXl5cro29ffQwGAgMe7X4S9hbPWuBeXzew9x6Bxvq0HbILCny1iDkhP1wFpab26N8TFhYW9XukEAOh59rfdAqBwm2SzfX4KY30nl+AfwxITXRAXKhVAVh1+WVERrd6AHZAbE6MJflpsB/+KivZq9EH5yi7eYu+nJumL91bpm8/Wqqlp8/v1jvr6uef02IEHqvTDDxWoFlRVqbELj62nzQ/QUMos/fBDLXz6aTdxc8R11/l7OAAQ8Ah/ENbWr6rWsm99y8kLByW7/X5as01ILRDxp2Ozs7V3amqP34+tBreWJXkxMT1+XwAA/1Vf+KOq1F/2TU3V7ikp/h4GWhmRlKRz8vNdRVYws1ZVtmAmPgyr6YDudnhGRtD/TUDXeCM9Gj4p12fP3WZfz16rL2es7nQAtHz2bFWtXq13p09XfU2NAlFlQ4MWVVcrkFgY9WWAVv401Nbqneuvd58PPvFEFQwd6u8hAUDAI/xB2LIXj/M/XOVzLDLKo51GZrS57rgA6UH9k+zsHq0ASouM1OVFRayMBoAwsH9amvYMg0BkYFycjmOfn4A0JDExqIOTKRkZroIpilaCQLdVpu7Xi90OEFhsv93d9shS/2FtfwYWzy/T52+t8OnYsT3jLrlE8VlZKvv+e336l78oUAVa6zcLo6oaGxWIPnvgAZV9953iMjM19uKL/T0cAAgKvFNB2CpduEHlq31XAPUfnqboWN8JiFiPRyMSExUIbNNKqwCySazubtfTNzZWVxUXU/EDAGFkak6OdomPV6jKjo7WOQUFIbe/TCjZKT5eVxYVKTOIWs3avlFn5ufryMzMoNhQHAgmB6en+73jAvzH/qYOHJ2hXcb7tmE3y7/bqNmvLVV9XceCieikJO3xy1+6zy38Wf/ttwpEgba/TqCFUc3KS0r0yb33us8nXHmlYmgTCQAdQviDsFRX0+D2+mktPjlKfQanttvOI9BWdNpq7YsKCpTSTb3lJ6WmskkxAIQhC0Ws9VZRCAb/1sb0/IICJhGDZK+PX/Tpo12DIIjMt7EWF/t1L0gglFkl4JT0dH8PA35m78uH7ZOjiC3ehq9ZWqWPXipVbXVDh26n3+TJKtpnHzXW1emd667r0t5BPe3b6mpVN3Ts8YRjGNXMqriGn366+34OOOwwfw8HAIJGYM1oA73k60/WtnnBuOvumfJ4267eHB+gb+5tv4bpfftqj5QUdXXNaU50tC4pLNQJOTmKDLCACwDQO2K9Xl1YWBhUlRcdqcw4r6DA/Z9DcLCQ7qLCQh2WkdHl1zU9ycZk7ags+LGwCkDP7tMWSv+T0DV5/ZM06oB8eSN9/ytY944Zzy9R1ca6DlUS7XXNNfLGxmrZzJla+NRTCjS2x86CqioFAguhLIwKRJGxsRpz4YU6+L77qLoFgE5gthdhZ8PaGi3+ssznWHZxgjILEtrdA2dQAK9CtYmSk3Nz9cs+fVyFUkdbweVFR2tabq6u69vXhUgAgPCWHBmpS4uK3P+9YBcZEaGz8/PVPy7O30NBJ9lkzuGZmboswNrAWftA+/04Pjs74KrBgVBki9KOzsry9zAQADIL4jXm4AJFxfj+7a0sr3MBkL23356kwkKNPv989/nar75SIAqUVmsWQlkYFUjqq6vV2KoyiuAHADon+N/hA51gZd7zP1wltXo9Y9U+g8a17Slsdk9ODooXF0WxsTorP19l9fX6ZMMGfVVVpaU1NSpvaFBDU5Nrn5AdFeUmwoYlJKgfE2IAgC1kREW5SffbSkq0rr5ewRr82P/DwSxsCGoD4+N1bd++emb1av1v/Xq/TURFezyanJbm9iChQhroXdZacUBcnL4JkIoI+E9qVqzGH1qoj19equqKza9PaiobNPOFUo3YP1cZedtesDns5JOVO2qUOwWieQHSai1QQqjWZt5+u5Z/9JH2vvFGZe62m7+HAwBBh/AHYcU2iVy3wreMud/QVMUntb+6dEJKioKJ7QG0b1qaOwEA0FlZ0dG6vKhIty9ZotV122+nEojBz7DERH8PBd3Uuu/Y7GzX3vaJVav0RS9OSFkl9YTkZB2ekaG0AKpAAsLNcVlZumXx4tbr9hCmElKiXQA065Wl2ri+tuV4fV2jOzZ0Yo5rE7c1nqiogA1+zMraWq2urVWmn9vVBtp+P6vnzdMX//iHmhobVb1unb+HAwBBiSVsCBv2wnDBR6t9jsUmRqrf0PaDkn6xsewVAAAIOzbx8PPiYhUG0b4msR6PLigoIPgJQQUxMW5PKgsld+3hVrxW6WN7jdzYt69rj0vwA/hX37g4jU9O9vcwECBiEyI1bkqBUnNifY43NUqfv7VCi+auc50+tmfDkiV69/rr1VC7OUQKBP6u/llTV6cVAfScWKu3d6ZPd8HPgClTVLjXXv4eEgAEJSp/EDa++WStKw1vbZdxmfJGtp+B2kpTAADCkVWSXlFUpPuWLg24VaDtjfX8ggIVx/pOBiH0WsFdHB/v2tq+vX69Zm7YoIpWewDsiD6xsa7SxyaZrVUugMDxo8xMfbJxo2oaG/09FASAqBivxhyUrzlvr9CK730rQhd8tEZVFfXaZWymIjwRWw0Unjv1VG0oKVFcZqZGn3eeAoW1XNs7NdVv99+bFbYd8eX//Z9WzZmjqMRETbjqKn8PBwCCFpU/CAvla2r0/bz1Pscy8uOUXdz+ngBREREak7T1snEAAEJdrNfrKi4m+XEiYnss8Lm6uJjgJ4zkx8TohJwc3TpggC4uLNQBaWkqiolxrdo6Ksnr1YjERJ2Yna3f9O+vX/Tpo0lpaQQ/QABKjYpy+24BzWzx5vB9c1W8a9vFmovnlemzt5arob79sNDj9WrsxRe7zz/985+1/rvvFCi+rKz02x53gbbfT+WqVZr5hz+4z8ddconis7P9PSQACFpU/iDkNTU2ad77K9X6dVSER9p19yxFbGWiwCYEmAAAAIQ7m1C3ifZ+cXF6ZMWKgFp5bZUaU3NyFOVhLVO4/mzumpDgTqausVHLa2u1qq5OZfX1riqovqnJvdaztoAW+GRERSknKspNJgMIHgempem9srKg24sOPccqe3YZn+lawX318Rqfy1YsqlBt1VKN3D/PVQptyVqIffXkk1ry7ruu/duhDz641XmB3lTV2Kjvqqs1IC6u1+/bQqcFVVUKFB/+9req3bBBWUOGaNcTTvD3cAAgqBH+IOSVLChX2eoan2P9h6W7TSO3Zk9avgEA0MLaYdleeA8sW+YmJvzJJvKtYmN3/lejFQsBi2Jj3QlA6P1+H5edrXtKS/09FAQQC2xs/96Y+EjNfXeF2/un2boV1ZrxQqlGH5inuMSoNl+31/Tp+vdhh2nphx9q4TPPaOcjj1QgsOobf4Q/i6qrVdlNrVR3VH11tTaUlirC49Fe113nqrUAAF3HUkmEtOrKei2c5bsSKD45Sv2HpW31a2xV6C49vKEwAADBJjs6Wj8vLtbRWVmuPao/7JaQoOl9+xL8AECYGZ6Y6P4HAFvKH5Ck0Qfmyxvl+9qkYn2tZjy/RBvW+i4ENclFRRp17rnu8w9vuUXV69YpEMzz0z6LgbTfT2RsrI545BEd/o9/uMofAMCOIfxBSFswY7Xq63xb1AzeI0se79YnrfZITg6Ism8AAAKx1dbk9HRd36+f2xuvt/5b2sKMs/Lz3R5E6bTsAoCwdEJ2tiJ5n4Z2ZOTHa9yUQsXE+1aJ1FQ2aOYLpVqztG2oMuzUU5U2cKALfj574AEFAn9V4PgrdNoaq/rJHT3a38MAgJBA+IOQtWpJhZYv2uhzLH+nJGXkbb2qx95K0PINAIDthzFn5Ofr6j59NCwxscdCoLTISDfZd0PfvhqVlNRD9wIACJYK1IPS0/09DASo5PQYjT+0UAkpvotEbDHorFeXatm3G3yOe6OjNfH66zXynHM0+rzzFAhs750vezmIsbDJQid/W/3FF26vn7oAC6IAINix5w9CUkN9o+Z/sMrnWFSMR4PGZm7z64YkJCiNFcUAAHRIn9hYnVdQoOU1NXqrrEwzystVsYMrVi1IGhgfr71TUlzg42WVNwDgB1PS0zWzvFyr6+r8PRQEINvfZ9yhhfr09WVu359mth/Q52+tUHVFvfoOSW3p9JE7apQ7BZK5FRW9uuDFwiYLnfypsb5eb11zjdbMm6eGujrt+atf+XU8ABBKCH8QkhbOXquqjfU+xyz4iY7d9maBE1NTe3hkAACEntyYGB2fna1jsrLcJMKcjRu1oKpKy2pq1JHphHivVwNiY91+DiMSE1mIAQBoV5THoxOzs3VXaam/h4IAFR3j1eiD8jXnnRVasch3L5uvPl7jAqBdxmUqwuO7uKSxoUGr581T9tCh8qd5vbz/Tm/fX3vmPPywC35iUlI08uyz/T0cAAgphD8IOetXVuv7L9b7HEvLiXUt37YlNTJSQ9lEFACALrMqHQtwmjflrmls1NKaGrdCu7yhQdWNjW51aVREhBK8XtfWLTc62rWRY789AEBHDElMdJURszf4tvECmnkjPRq+T66+jFutxfPLfC6z87ZQdNg+OYqM2rQTQvX69Xrh9NO17uuvdeyzzyq5uNhPI5fW1de7xTN5MTG9cn9f+LnNWnlJiT6+6y73+fif/1zxmdvu1gIA6BzCH4Rcu7e5767wOebxRmjwHtnbnVTaKyXFbWQNAAC6R4zHo35xce4EAEB3OT4ry1Us2KICoD1W2bPL+EzFJkS6ip/WVpVU6KMXSzXqgDzFxEe6ihM7NdTU6J3rrtOUv/3Nr4tSvqio6JXwx9r2rvVjC8Wmpia9M326GqqrlT9+vAYdfbTfxgIAoWrTMgcgRHz72TpVlPm+eNlpZLoSU6O3+XUW+kxMSenh0QEAAAAAdlRqVJR+RIUAtsMCnH5D01yVT8QWs1/la2r04XNLtGFtjbveXtOnyxsTo9L339eC//xH/tRb1Tj+rvpZ+Mwz7vn2Rkdr4vXXUwUOAD2A8Acho3x1tb6bs87nWHJmjPrstv19fIYnJLg3EAAAAACAwLdPaqoGUFmKDsjrn6QxkwsUFeM7BWb7/8x8oVSrSyuV0qePxl58sTv+wS23aOOyZX4arbSwslJ1vVDV5s/9fmyPpVl/+pP7fNR55ymlb1+/jQUAQhnhD0JCY0OT5ry7Uk2tdpW2lT1D9syWZ4uNHNuzb+r2AyIAAAAAQGCwKoGTcnIUSbUAOiA9N07jDy1UXJLvos/6ukbNfnWplnxVpiHTpilnxAjVVVTonWuvdW3J/KGuqUlfVVX17H00Nvb4fWyLx+vVEf/8p4aecoqGn3aa38YBAKGO8AchwSp+Nq6r9TnWf3i6ktK33yfXNpre5YeNqQEAAAAAwcH2RZmSkeHvYSBIJKREa/fDCpWaHetz3DKeL95bpa8/Xa+9f/1r14as5J13tOC///Xrvj89aWFVlWr9vGdWQk6OJlx1lTx0YQGAHkP4g6BnPXq/+Wytz7HEtGj1H5rWoa+n6gcAAAAAgtPB6ekqjNn+oj/ARMd6NWZyvnL7Jra57LvP12lxSYJGnX+BsocPd1VAoRr+9PTtb031unVa/NZbfrlvAAhHhD8I+nZvn7+9Qk2tFqxY1f+QvbLl8W6//D/W49GE5OSeHSQAAAAAoEd4IyJ0Sm6uPLR/Qwd5Iz0atm+O+g1tuxB0+XcbVZN3kA5+4B9KGzDAL+Nz46it1Zq6upALf9678Ua9dNZZLfv9AAB6FuEPgtrC2WvatHvrOzRNKZm+Zdxbs0dKimK93h4aHQAAAACgpxXFxuqQ9HR/DwNBtmfUzmMyNXiPLLeAtLWy1XWa+eIyVZRtmmuo3bDBL2PsqYBmbV2dltX6zqP0hu9eeUXfvPCCIrxeFe+zT6/fPwCEI8IfBK21y6u0aO76Nu3edhrRsRf99vpuEi3fAAAAACDoHZqRQfs3dFrRoBSNOjBf3ijfBKhqQ50+fPo7vXX9LXrswANVsWJFr49tbg+FP/6o+rF2b+9ef737fPjPfqasoUN7fQwAEI4IfxCU6msbNecd3xdfER5p2N45HWr3ZoYlJio7OrqHRggAAAAA6M32b6fm5iqS9m/opMyCeI2fUqjYhEif49Z17bs33lPN+vV6Z/p0NTU19eq4FlRWqqEH7tMf4Y+1e6tas0ZpAwdq9Hnn9fr9A0C4IvxBUPpy5ipVb6z3OTZwVIaS0ju+0uuAtLQeGBkAAAAAwB8KY2N1WEaGv4eBIGRzCeMPK/SZU4jweJUx5WLbJEiL33xTX/773706purGRi2srOzW27QwaX433+b2fPvSSy3t3vb9zW/kZREuAPQawh8EnRXfb1TpQt+eu2k5seq7W8dbuBXHxmrn+PgeGB0AAAAAwF8mp6erf1ycv4eBIBQbH6lxUwqUVbR5riA6q49SJ05zn79302+05utve3VMX3RzUPNNVZULlXqL7ZdkVVOGdm8A0PsIfxBUairr9cV7K32OWW/eoRNzFOHpeHn/QVT9AAAAAEDI8URE6LTcXMV4mO5A50VGeTRyvzwVD05pOZY87ijFFA9TY221XjjnElWsrwzafX96ah+hrYlOStI+N9+sookTafcGAH7AqyEEDeuva/v81NX4rlLZdXyW4pKiOnw7GVFRGp2U1AMjBAAAAAD4W1Z0tI7Pzvb3MBCkbGGpzTMMnpAl20IqIsKjzEMvkScmQVUlC/Tilbdq/arqXhnL0poarbPNh4J4v5++++2nQ+6/n3ZvAOAHYR/+3H333erbt69iY2M1fvx4zZw5s0Nf969//UsRERE66qijenyM2OS7Oeu1ZmmVz7Hs4gTl79S5IOfAtDS3GgwAAAAAEJr2TEnRyMREfw8DQaxolxSNPihfkdEeRSZnKX3yeYqIjlNEQrY+erFUy771bUffU+Z0U2Czvq5OS2pquuW2tntf336rihUreuW+AABbF9bhz+OPP65LL71U06dP1+zZszV8+HBNnjxZK1f6thXb0qJFi3T55Zdr4sSJvTbWcLd+ZZW+nr3G51hMvFe77ZntQriOSvJ6tVfK5vJtAAAAAEBoOik3V2mRkf4eBoJYRn68dj+sUPHJUUrYdW8VnPkXJQ49QI0NTfr8rRX6+pM1rktJT+quVm3dvX/Q1tTX1OjViy7Sf444Qss+/rhX7hMA0L6wDn/+8Ic/6IwzztCpp56qwYMH67777lN8fLweeOCBrX5NQ0ODpk6dquuvv179+/fv1fGGq7qaBn321gr5vJ6KkIbtk6voWG+nbmu/tDRF0fsZAAAAAEJegter0/Ly7O0j0GUJKdEuAErPi5M3YfP+wY01lfrm03UuBGqo921P352+rKxUfeOO3/6cjRvVGz76wx+0buFCeSIjldqvX6/cJwCgfWE7C15bW6tZs2bpgAMOaDnm8Xjc+Q8++GCrX3fDDTcoOztbp59+eofup6amRuXl5T4ndJytoPni/VWq3ljvc3zA8DSl58Z16rbiPB5NSk3t5hECAAAAAALVzvHxOiQjw9/DQJCLivG6FnCFg5Ld+eqSuVr617O18Ys3tPy7jZr5YqlqKn3nLbpLTWOjFlb5tsDvrIamJs3vhcqfknfe0ZyHH3af7/PrXyuO3z0A8KuwDX9Wr17tqnhycnJ8jtv55cuXt/s17777rv72t7/p/vvv7/D93HzzzUpJSWk5FRUV7fDYw8mSr8q1YpHv6pS0nFj1H57e6dvaNzVVcd7OVQoBAAAAAILb4RkZGhjXucWDwJY8nggNnpClXcZnqnrx52rYuFZrX/6T6laXqHx1jT58donKVlcHZOu3r6uqVN0N1UPbsnH5cv3viivc54N/8hMV77tvj94fAGD7wjb86awNGzbopJNOcsFPZmZmh7/u6quvVllZWcuppKSkR8cZSjasrdGXM1b7HIuK8bh2b/aiqzNirKorbXN5NgAAAAAgPHgiIvSzvDwlshgQO8j2HO4zOFWTrrlYcX1HqKmuRquevkWNddWqrqzXzBdKtfSbDd1+v3N2MPzprn2Dtqaxrk6vX3qpatavV8bgwdr9yit79P4AAB0TtuGPBTher1crVqzwOW7nc3Nz21z/m2++0aJFi3T44YcrMjLSnf7+97/rmWeecZ/b5e2JiYlRcnKyzwkd2+fnk/8td5sotjZkrxzFJkR2qeonkY0+AQAAACAspUZF6dTcXPb/QbfI7pOsg+++Xd7ENNWt/l5rX73PHbc5jDlvr9CCj1arqdF3PmNHrKit1ara2oDd72fuP/+pFbNnKyoxUQfecYciY2J69P4AAB0TtuFPdHS0Ro8erddff73lWGNjozs/YcKENtffZZddNGfOHH366actpyOOOEKTJk1yn9POrXv3+Zn77kpVbajzOV68a4qyixM6fXtW9XMQVT8AAAAAENaGJCbq4PTOtxAH2pM1IE8H3H6bFOFRxZzXtHHOay2XLZq7XrNfW+YWtvq7+mdNXZ2W7UBw1BGDTzxRuxx7rNvnJ7m4uEfvCwDQcWFdCnHppZfq5JNP1pgxYzRu3Djdcccdqqio0KmnnuounzZtmgoKCty+PbGxsRoyZIjP16emprqPWx7HjvluznqtXOz7oiYlK0aDxna83V5r+1H1AwAAAACQdERmpr6prtZXlZX+HgpCQJ+Je2j0eedp1p/u0pqX71Z0dj9F5wxwl60urdSHzy3RyP3zlJga3S3hz35dWNja01U/JjI2VnvfeGOP3w8AoHPCekb8+OOP16pVq3Tttddq+fLlGjFihF566SXl5OS4yxcvXiyPJ2yLo/xizbJKLZy9ps0+P8P3zZXH2/kC/XivVwexsgsAAAAA8MP+P2fk5enX33+v9fX1/h4OQsCoc8/RqrlzVFvnVVRGgc9lleV1+vC5Eg3bO7dLnUxas8CyprHRdTfpzf2CtqZ240Z9+e9/a8i0afKwnxYABKSIJuuxhV5TXl6ulJQUnfLxx4pOTPT3cAJKdUW9PnimRLXVvmXRow/KV2ZBfJdu88jMTE3JyOimEQIAAAAAQsE3VVW6raREDUyJoBvUV1fLGxOj9Sur9en/lreZ1zADR6Wr37A0RUR0feepc/LzNSIpqcPXr21s1KVff626bv45b2ps1CsXXKDvX39dg445RvvcdJN6W359va4bMkRlZWXsrw0AW0FZCwKCbYr42ZttXyDtNDK9y8FPcmSkDmCvHwAAAADAFgbExenYrCx/DwMhwtqeWaiTlhOn8YcVKGLVZ22us3D2Wn325grV1zV2+X4+72QVz/zKym4PfsysP/3JBT+eqCjteuyx3X77AIDuQfgDv7Pis3kfrnIrZFrLKoxX/+FdD28Oy8hQNG37AAAAAADtmJSWpglUDKCb5zc+mH6VFj3wS0UseqXN5SsWbdSM55eoakNdl25/bkWFuw9/7vfz7UsvafY997jP977hBmUPH97t9wEA6B7MjMPvFs8vU+lX5T7H4hIjNXTvnC6XQ+dER2tiSko3jRAAAAAAEIqm5uSoT2ysv4eBEGFzGBmDB7vPF/3fXUppmNPmOhvX1eqDZ0u0Zmllp2+/rL5ei2tq/Lbfz/LZs/XGlVe6z4eefLJ2/tGPuvX2AQDdi/AHfmUvdhbMXO1zzOON0Ij98hQV0/UNA3+cleU28gQAAAAAYGuiPB63j4q1DQe6w/DTT9euJ5xgZUD64q7r1CdvhSKjfaff6moa9fErS/XdnHWdquQxn3ewmqekulrr6+vVXdZ9841ePuccNdTUqHjffTX+iiu67bYBAD2D8Ad+U7mhzu3zs+XrnKETc5ScEdPl290lPl7DExN3fIAAAAAAgJCXFhWls/PzFckCQnRT9c+e11yjPvvt54KSGdMv1a5D6pSQEuV7xSbpq4/X6LM3lndqH6DPOhj+dPR6HbVx6VLVV1e7Nm8H3H67PASmABDwCH/gF/bC5pPXlrnVLq3ZHj+5/boe3Fi1z3HZ2d0wQgAAAABAuBgQF+dawAHdweP1av/bbnNBSU1Zmd685BwNGROprKL4Ntdd8X2FPny2RBvX13botktqarSubvt7Bn3ezS3fiiZO1OH/+IcOvu8+RcbFdettAwB6BuEPel1TY5M+f2tFmxc22cUJ2mlk+g7dtu3zUxDT9aohAAAAAEB42iMlRQekpfl7GAgRFpBMvvdepfTpo8pVq7Rx8XcauX9eu/MeFWV1LgBavqhj1TrbC3bW19VpcXW1dlTtxo0qW7So5Xz2sGGK5XcEAIIG4Q963YKPV2tVie8LlcTUaA3dO8eVR3dVoterozIzu2GEAAAAAIBwdExWlobRRhzdJC49XYc+9JCrlincay835zFgRLpGHZjXZh+ghvom1wJuwUer1djYtEMt3eZUVFhXuR0Ofl484ww989Ofat3XX+/grQEA/IHwB73q+3nr9f0XZT7HomI8GnlAniKjduzH8eisLMV7vTs4QgAAAABAuLLJ+Z/l5amQjhLoJon287Tnni3ny0tKFB+1UROOKFJSenSb6y+au16zXlmq2uqGrd7mgspK1TRufZ+gT3dwv5/aDRv00llnacUnn6ihttbt9QMACD6EP+g1KxdX6MuZq32ORXikEZNyFZ+0xcaHXejPvEdy8g6OEAAAAAAQ7mI8Hp1fUKAUNrRHNytfvFjPnnSSq6apW7tU4w8tVP6ApDbXW7usSh88XaL1q9oPXeqbmvTFVlq/WShk4VBXVa1Zo2dPPlnLZ81SVGKipvztb8oaMqTLtwcA8B/CH/SKstXV+vyt5dqy7njIXjlKz2u74WFneCMi9NOcHWsZBwAAAABAs7SoKBcAWRAEdJcIj0eeqChtKCnR0yeeqDXzv9CQidnadUKWWxzbWnVlvWa+sESLvyxTU1NTh1u/zauoUF071++I8iVL9MxPfqI18+YpLiNDh//978oeOrRLtwUA8D9exaDHVW2s0+zXlrn+ta0NGJne7gqXzjo4PV35lOQDAAAAALpRcWysawHnYaEhuklSYaGOfOwxZQ4erOq1a/XctGla9OqrKt4lReMOKVBMvG8r+6ZGaf4Hq/T52ytUX9fYZl+fxnZCns+3UhG0PWu/+kpPHnOMyr7/Xon5+TrikUfcOAEAwYvwBz2qtqZBs15dptoq3161+TslacDwtB2+fQt9pqSn7/DtAAAAAACwpWGJiToxO9vfw0AIic/M1GF//7vbB6i+qkqvXnihPrrjDiVnRLt9gNJyY9t8zfJvN+rDZ0u0YW1Ny7GKhgZ9XVW16cyNN0oejxpvuGGrFUHbk1xc7E6Zu+3mAqqUvn27/iABAAGB8Ac9xlalzH51qSrW1/ocT8+L0257ZO9wmzZbfXVyTo4iKcMHAAAAAPSQvVNTdQiLDtGNohMTdfCf/6yhJ5/szn9y332a+/e/KyYuUmMmF6jvbqltvqairE4fPrdEpQvLW459akGPBT/XXis1Nckzfbr2ueuuDo+jdsMGNdbVuc8jY2N18L336oh//lMJOTnd8jgBAP7FrDl6RGNDkz57Y7nKVm1elWISUqM1YlKuPN6Ibmn31jcubodvBwAAAACAbTkqK0sTkpP9PQyEEE9kpCZcfbX2+/3vlTZwoHY59thNxz0RGjQuUyP2y1VktKfNXMvcd1dq7rsr1FDfqLSbb94U/LRy5J13aso992z3/ks/+EBPHHWUPr7zzpZjts9PJPMsABAyCH/Q7WwjwjnvrtDq0kqf47HxkRp9YJ6iYnx72HZFn9hYHZaRscO3AwAAAABAR0zLzdWQhAR/DwMhZqfDD9ePn3zSVQOZpsZGfXDLLYppWOnawCVntN3juHThBg2/+BYdeMcd7d7mtgKgytWr9b8rrtDzp56qDaWl+vbll1VX6Tt/AwAIDYQ/6Pbg58sZq10/2taiYjwaPTlfcYlRO3wfMR6PTs/Lk5dNNwEAAAAAvcRaj5+Zn6++sW33ZAF2tAqo2VdPPqk5Dz2kfx9xhGbffrN2HS4V7ZLic/0L3ntMF7z2923e5pYBUPW6dZp5223610EH6etnn5UiIrTb1Kk6+oknFBUf3wOPCgDgb5v/uwDd4NvP1mnx/DKfY97ICI06MF+JqdHdch8nZGcrJ7p7bgsAAAAAgM4sRrywsFC/X7xYy2p997cFukPumDEqnjRJi994Q/MefVTzH39cA6ZMUd6Eg7ViQ5HOe+dxXfbuIx26LQuAzF9GjNCr55/fUuGTNWSI9pw+XdlDh/boYwEA+FdEk5VqoNeUl5crJSVFp3z8cUtJb6hYNHedFny0xudYhEcadUCeMgu6pzR+9+RknZqX1y23BQAAAABAV6yrq9PvSkq0tq7O30NBiFr64Yf65C9/Uen777ccy0hI1PKKjS0ruS3KsR16mvuiVEn6RtJ823NZ0pQfjv/jjDN0ykMPKW2nnTT6ggvUZ9IkRQR5N5X8+npdN2SIysrKlMx+XADQLip/0C2+n7e+TfBjhk7M6bbgpyAmRlNzcrrltgAAAAAA6Kq0qChd/EMF0IaGBn8PByEof/fd3WnVnDma/+9/a8nTT6tfq+DHjLD9f36Y3Kv7Ifxptler8Oek++/X+qlTNeeXv1SEhx0gACBc8BcfO6xkQZnb52dLu+6epbz+Sd1yH/Fer87Oz1c0L1IAAAAAAAHA2pFfVFioON6nogdlDR2qvW+4QatravTPVsetjc/SH6p/ylsFP7Y70BhJ4364TrPzH32U4AcAwgx/9bFDSr8u17z3V7U5Pmhshop39d2QcEc21TwjL0/Z7PMDAAAAAAggRbGxuqCwkIWK6HEvXXihBrU6b03bVkpaKGmB7cEsyWZn1kn6SNJtrdrBmWcuuMAPowYA+BOvTtBly77doLnv2ksNXwNHpavvkLRuu59jsrI0OKF7WscBAAAAANCdBsTF6dz8fEUG+R4qCGwvnHuunr7wQp9j8ZJ2krSzpH6SMrcIfJo9fcEF7usBAOGF8AddsvSbDfr87RW+NcSS+g9PU//h6d12P5NSU7V/WvcFSQAAAAAAdLddExJ0Zn6+61wB9GYAtD237TVVN+x0lGqq6ntsXACAwET4g05b8lW55rQT/PQdkqqdRnZf8DMyMVHHZ2d32+0BAAAAANBThicm6vTcXAIgBEwAZMHPXXueqDVLq/T+UyVaXVrR4+MDAAQOwh90SsmXZfrivbat3ooHp2jnMRmK6KYXubvEx+tneXnddnsAAAAAAPS0McnJOjknp93WW0BvBkDNwU+z2uoGzXplmb6cuUoN9Y29MEoAgL8R/qDDvv9iveZ9YNsHtq342WVcZrcFNa5fckGBItkwEwAAAAAQZHZPSdFJubkEQOjxAOjzn/+83cssGPrgxssUE+9tc9n3X5Tpw2eXaMPaml4YJQDAn5hdR4d8+/k6fTlzdZvj/YeldWvFjwU/FxYUKIbgBwAAAAAQpPZMSdFPqABCD4udPl264QafYy9ffLELhjLy4rXHkcXKKopv83Ub19fqg2dLtGjuOjU1bdHTHwAQMphhxzbZi4AFH63Wwllr2lxm+/sMHN19wc+g+HhdVFioWG/blSkAAAAAAASTvVNTdQL72KKHpERGamBcnHTNNZsCIJubueEGrb3qqpbrRMd6NXL/PO0yPlMer+/cTVOjtOCjNfr4paWq2ljnh0cAAOhphD/YqsbGJre/z6K569tcZqHPgBHp3XZfIxMTqfgBAAAAAISUfdPSCIDQI0YlJm5ejGsBUGOj+zgmKcnnenadPoNTNeHwQiWlR7e5nbXLq/T+0yVa9u2G3ho6AKCXMNOOdtnmf5+9sVylC9v+8x80LtO1e+su+6Wl6az8fPb4AQAAAACEnEkEQOgBW4Y8zXaKi1NqZGSb44lpMdr9sCK3b/OW6msb9flbK/T5W8tVV9PQI+MFAPQ+ZtvRRl1tg2a9ulQrF1f4HLcFJUP2ylbf3dq+UOgKb0SEpubk6Pjs7G5rHQcAAAAAQKAhAEJ3SouMdHsmt8fmV7YWDFnrt0FjMzX24HzFJrQNiJZ9u9FVAa1dVtntYwYA9D7CH/iorqjXzBdKtW55dZsXCCP2y1PBwORuuR9bhXJZUZHrgQwAAAAAQDgEQCfa4kd/DwRBb2xy8jYX0Y7dSvjTLD0vXnscWaS8/ontzgt99NJSfTlzlesKAwAIXm1jfoSt8rU1mv3qUtVU+pb4RkZ5NPKAPKXntr+qpLOGJiTolNxcJbZThgwAAAAAQCjvAWRdMB5ZsUJN/h4Mgtb2wp2+cXHKjo7WytrarV4nKsarYfvkKqtog+Z9sMq1fmvt+y/KtKqkUkMn5ig1O7bbxg4A6D1U/sBZXVqhmc8vaRP8RMd5NfaQgm4JfmI9Htfm7fzCQoIfAAAAAEBYmpiaqmm5uVQAoUtyoqNVHBu7wwFRs7z+Sa4KKK2deZ/K8jrNeGGJFny0miogAAhChD9+MiA2Vp4A2eemZEGZZr+6TA31vuuO4pOjNH5KoZIzYnb4PoYnJuq6vn1p8wYAAAAACHt7pKTo1Ly8gJkXQPAY18FQZ3xyx9v2xyVGuX2ABo3NcG3/fTRJi+au1wfPlKhsle8WAQCAwEb5hZ9cWFQkb0KC5mzcqM8qKjSvokLVjb27iqKpsUlfzVrj/olvKTUnViP3y1N0rHeH7iMvOlrHZGVpSGLbPrIAAAAAAIQrm5yPjIjQX5ctU2MTTeCgbg11rEKoT2ysvq/uWGBjewj1HZKmzMIEzX1nhcpW1/hcXlFWpxnPL1G/oWkaMCK9bUgEAAg4hD9+lOD1aveUFHdqaGrS11VVmltR4U5La3z/yXa3utoGff7WCq1eUtnmstx+iRqyV7a8kV0vDMuMitKhGRnaPTmZlUwAAAAAALRjdFKSC4D+snSp6gmAsB39YmOVFR3dqaCoo+FPs8TUaI07tNAtFP76kzVqarVO2X5Ev/18nVaWVLi9gLqjUwwAoOdENDXx6qI3lZeXKyUlRWVlZUrexmqN9XV1mldZqfmVlfqyslLl9fXdNoaKslp98voyt2pjS/2GpWngqHS34qMrbFXJAWlpGpOUROgDAAAAAEAHfFFRoXtLS1XHFA224cTsbO2bltbh69tc0pXfftvlyrIN62o0952VKl/TdoGyTfn0H56u/sPS/FIFlF9fr+uGDNnu/BoAhDMqfwJUalSU6wFsJ7OspkZfVVXpq8pKVyG0voth0KolFa7ip762sc0/7V0nZKlo0Kb762wFk61W2jM5WX3j2m4QCAAAAAAAtm63hARdWFioP5WWqqaXW8IjOHgjIjS2kyFHcmSkBsfHuw4zXZGUFqPxhxW6ap9vP13rKn+a2efffLpWKxZt1G57ZSs1K7ZL9wEA6DmEP0EiLybGnfZJTXXn19TV6duqKi2qrnYlvCU1NdvcM8gKvKxk1/b4sc36WrN9fUZMylVablyn2rrZi9PhiYnaJT7evQgBAAAAAABds3N8vC4pLNSdpaWqbGjw93AQYIYkJLjFt51l7fi7Gv4YjydCO41IV3ZRgua8s0Ib19X6XL5xfa1mPLdEfQanaKdRGYqM6voWAgCA7kX4E6QyoqLcqXnVh4U7q+rqVFpTo2W1tVpeW+vOr6qt1brqOs17f6WWfbuxze0kpUdr5P55ikuM2up9JXm9LngqiolR39hYDYiLc/cNAAAAAAC6T7+4OF1WWKg7lizRBgIgtDKhi63NRiQmKs7jUdUOVpTZ/j4TDi/SN5+t1Xefr/OpAjLfzyvTysUVGrxHtjIL4nfovgAA3YPwJ0TYHj3Z0dHuNLLV8YUrNujsp2dp2aq2qzxGD0rXiZP7KzraK1uXYZtMxng8ivd6lej1KjUyUhmRkYrtwsoSAAAAAADQeYWxsbqiuFi3l5RoXTfu/4vgZXM0wxITu/S1UR6P25f5nbKyHR6H7e0zcFSGcooTNPe9ldqw1rcKqGpjvWa9slT5OyVp0LhMRccwnwQA/kT4E8Ke+qRUV/93jqrq2q4WumLyIJ277wAXGgEAAAAAgMCREx3tAiCrAFpZ6zvBjvAzNilph9rt237S3RH+NEvOjNXuhxe57QVs35/GBt8yoKVfb9DqJZXadfdM5fRNZO4JAPyERpwhqLquwYU+Fz/+aZvgJykmUvdPG6PzJu3EP18AAAAAAAKUtVu/oqhI+TEx/h4K/MzCmx3RPy5OudHR6k62F1D/YWna48gipeXEtrm8trpBn725Qp+8vkzVFVSwAYA/EP6EmO/XVOjH976vx2YubnPZ4LxkPXvBXjpwcI5fxgYAAAAAADouOTJSlxcVqV9s28l1hAfbf7m4G77/OxogbU1CSrTGHlKgwROyFBnVdppxVUml3n3ye33/xXo1Nm6xURAAoEcR/oRYm7fD7nxXXywtb3PZieOK9d9z91DfzAS/jA0AAAAAAHRegterS4qKtEt8vL+HAj/Ys5tCmwnJyTvUOm5brLNM0S4p2vNHxcoqajvv1FDXpC9nrtaHz5Zo/arqHhkDAKAtwp8QUFZVpwsf+8S1edtQ41tKGxfl1e3HD9fNRw9VbBQb7QEAAAAAEGxiPB5dUFCgEYmJ/h4KelFURITGJyd3WxXZsISeXRAcmxCpkfvnavi+uYqObTsHtWFtrWY8t0RfvL9SdTVt96cGAHQvwp8gN/O7tZryx3f0zGdL21y2U3ainjl/T/1oZKFfxgYAAAAAALpHpMejs/Lze6x9FwLPqKQkxXu7byHvXr3ws2NVQLn9ErXn0cUqGJjU7nWWLCjXu/9drNKvy9XURCs4AOgpkT12y+hRdQ2NuuO1r3Tvm9+ovZapPx5VqBuO3E0JMXyLAQAAAAAIBZ6ICE3LyVG8x6PX1q3z93DQwyZ2c1izW0KCMqKitKauTj0tOsarIXvlqGBgsua9v0ob19f6XF5b3aC576xU6cINbr+gxNToHh8TAIQbKn+C0MIVG3TMve/r7jfaBj/JsZH6009G6rbjhhP8AAAAAAAQYqyy4tjsbB2VmenvoaAH5UZHa2A37/NkPzu9Uf3TWlpOnCYcWaSdx2TIG9l2z6F1y6v0/tOL9dWsNWqob+zVsQFAqCMdCCL1DY3689vf6o+vLVRtQ9t/iLv3T9cfjhuh/NQ4v4wPAAAAAAD0jkMyMpTo9eqRFStE46zQs3dqao/croU/z61Zo4ZebLfm8USo39A01w7uyxmrtXJxhc/lTY3Sd5+v07JvN2jQ2Ezl9ElwQRUAYMcQ/gSJBcs36Ir/fKbPl5S1uSzSE6HLJw/SGRP7y+vhnyMAAAAAAOFgYmqqErxe/W3ZMtWzd0rIiPZ4tEdyco/cdnJkpEYmJurjDRvU2+ISozRy/zwX/syfsUrVG+t9Lrfzn72xXOm5cdplfKaS0mN6fYwAEEoIf4Jgb5/73vxGd/5voeoa2r6Q65+VoD8eP1JDC9nwEQAAAACAcDMqKcntAXTv0qWqbqRtVigYm5SkOK+3x25/39RUv4Q/zbKLE5SeF6dvP1urRXPXa8vccu3yKn3wTImKdknRgJHpbv8gAEDnEf4EsLmlZbryic/1xdLyNpdZgc/PJvbXpQfurNgo/gkCAAAAABCudklI0KVFRbpryRJtaGjw93Cwgyb1UMu3ZraXUEFMjEprauQvkVEe7TwmU/kDkjTvw1Vat7za53ILhBbPL3Ot4AaOylDhzsmKoNsNAHSKp3NXR2/YUF2n6575Qkf86d12g5+dshP1xDl76BdTdiX4AQAAAAAA6hMbqyuKi5URFeXvoWAH7BQXp6LY2KAPmDoqMS1GYw8u0PB9cxSb0HaNel1No+Z9sEofPFuidcur/DJGAAhWhD8BpKmpSS/MWaYD/vCWHnp/kRq3KHu1BQ7n7DtAz12wl0YWp/lrmAAAAAAAIADlREfr50VFrqoDwam3Qpndk5PdflGBICIiQrn9krTX0cUaMCJNHm/bCp8Na2s188VSffbmclVtrPPLOAEg2ND2LUCUrK3UtU/P1RsLVrV7+c45ifr9McM1vCgwVmYAAAAAAIDAkxoVpcuLinRPaakWVlEpEUzSIiPdHk69Icrj0V4pKXp57VoFCm+kRzuNzFDBTsla8NFqrfi+os11ln+3USsXV6hsUJxfxggAwYTwx8+q6xp0/9vf6u43v1Z1XduNGWMiPbpw/4E6Y2J/RUdSqAUAAAAAALYt3uvVRYWF+uuyZfp040Z/DwcdtF9amjwRvbevzX6pqXpt3To12AY7ASQuKUoj9svTmqWV+nLGam1cX+tzeWNDkz75ZLXfxgcAwYLwx88t3n79/HyVrm9/Jc7eO2fpxiN3U5+MhF4fHwAAAAAACF5W2XFWfr4eXbFC75SV+Xs42I6YHypxertKbExSkmaUt91vOhBk5MdrwpFFKvmyTF9/slb1tW0XTQMAti7sS0nuvvtu9e3bV7GxsRo/frxmzpy51evef//9mjhxotLS0tzpgAMO2Ob1t+XUBz/SuY/Mbjf4yUqK0Z9+MlIPnzqW4AcAAAAAAHSJVZH8NDdXh2Vk+Hso2A4Lfqxiq7cdmBbYe0p7PBHqMzhVE3/cR0WDkqXeK4wCgKAX1uHP448/rksvvVTTp0/X7NmzNXz4cE2ePFkrV65s9/pvvvmmTjzxRL3xxhv64IMPVFRUpIMOOkilpaWdvu+Pv1/X5pgnQpo2oY9ev2wfHTYs3214BwAAAAAAsCMOz8zUT3NyerWlGDrOvi8H+CmEKYqN1eCEwF94HB3r1eA9srXHkUXKyGe/HwDoiIgm6z8WpqzSZ+zYsfrTn/7kzjc2NrpA54ILLtBVV1213a9vaGhwFUD29dOmTevQfZaXlyslJUVFF/+fPDHxm8fSL13TD99Ng/OTd+ARAQAAAAAAtO+zjRt1/9KlqgvfqaCAND45Wafl5fnt/r+sqNDtS5YoWNhUZuOi9frbIRNUVlam5GTm0gCgPWFb+VNbW6tZs2a51m3NPB6PO29VPR1RWVmpuro6paenb/U6NTU1LvBpfWqtIDVO90wdpX+duTvBDwAAAAAA6DHDExN1aVGREvzQXgzts1qsg7cxr9QbdklIUL/YWAUL65RTVJTk72EAQMAL2/Bn9erVrnInJyfH57idX758eYdu48orr1R+fr5PgLSlm2++2VX6NJ+sssjERnl02YE7uxZvU4bm0eINAAAAAAD0uP5xcbqyuFiZUVH+HgokDUtMVH5MjL+HoSnsCwUAISdsw58ddcstt+hf//qXnnzyScVuY3XE1Vdf7UpQm08lJSXu+HMX7KUL9h+o2ChW2wAAAAAAgN6TEx3tAqDiIKr2CFWHBkjoYiFUUQCEUACA7hO24U9mZqa8Xq9WrFjhc9zO5+bmbvNrb731Vhf+vPLKKxo2bNg2rxsTE+N6j7Y+mdwUNqcDAAAAAAD+kRwZqcuLirRbQoK/hxK2hiQkqE8ABXCBEkQBALpH2IY/0dHRGj16tF5//fWWY42Nje78hAkTtvp1v/vd73TjjTfqpZde0pgxY3pptAAAAAAAAN0rxuPR+QUF2jMlxd9DCUuHB1jYMoLqHwAIKWEb/phLL71U999/vx5++GHNnz9f55xzjioqKnTqqae6y6dNm+batjX77W9/q2uuuUYPPPCA+vbt6/YGstPGjRv9+CgAAAAAAAC6xhMRoWm5uToyM9PfQwkr1matb1xgdYWx/aiP4OcAAEJGpMLY8ccfr1WrVunaa691Ic6IESNcRU9OTo67fPHixfJ4Nudj9957r2pra3XMMcf43M706dN13XXX9fr4AQAAAAAAusOUjAxlREXp78uXq76pyd/DCWkRko4IsKqf1qFU/7g4fVtV5e+hAAB2UERTE//Re1N5eblSUlJUVlbWsv8PAAAAAABAIPiqslL3Ll2qyoYGfw8lZI1NStLP8vMVyD8Dt5WUKJDl19fruiFDmF8DgG0I67ZvAAAAAAAA2Gzn+HhdWVSkzKgofw8lJHkjInRUgLdWs5+BIQkJ/h4GAGAHEf4AAAAAAACgRW5MjK4qLnbtv9C99k1NVWZ0tALdj7Oy3H5QAIDgRfgDAAAAAAAAH0mRkbq0sFBjkpL8PZSQEe/16tAA3etnS/kxMdorJcXfwwAA7ADCHwAAAAAAALQR5fHoZ3l5QRNYBLrDMjKU4PUqWByZkeECKwBAcCL8AQAAAAAAQLsiIiJ0RGamTsvLUyRtwHaokmZSaqqCSWJkpA4n+AOAoEX4AwAAAAAAgG0an5ysy4qKlBwZ6e+hBKUTsrODcg8d26OoMCbG38MAAHQB4Q8AAAAAAAC2q39cnH5RXKwiwoBOB2eD4uMVjCywmpqTo+CLrQAAhD8AAAAAAADokLSoKP28uFhjkpL8PZSgYHv8HJuVpWAP/fYOspZ1AADCHwAAAAAAAHRCtMejM/LzdVRmJhUh22HBT1IItMo7OjNTaSHwOAAgnBD+AAAAAAAAoNMOycjQ+QUFivMwvdSeIQkJmpCSolAQ6/VqWm6uv4cBAOgE/jsDAAAAAACgS4YkJuoXffoon32AfMR7vTopJ0ehZHBCAu3fACCIEP4AAAAAAACgy7Kjo3UV+wD5+GlOjlKjohSKbexyoqP9PQwAQAcQ/gAAAAAAAGCHxPywD9Dx2dnyRoT3TkB7pKRodIgGYbbf05l5eYoM8+8xAAQDwh8AAAAAAAB0i/3S0nRFUZHSQ7DqpSOs/d2J2dkKZYWxsTouxB8jAIQCwh8AAAAAAAB0m35xcfpVnz4anpiocBLr8eisvDxXHRPq9klN1e7Jyf4eBgBgG0L/vxEAAAAAAAB6VYLXq3MLClwbuHBoEWaP8LS8POXGxCic9jXqGxvr72EAALaC8AcAAAAAAAA91gbu6uJi5UVHK5T9KCsr7CqdojweF/ClRUb6eygAgHYQ/gAAAAAAAKBH94j5ZZ8+mpSa6ipkQs3ElBRNTk9XOEqJjNRFhYWK93r9PRQAwBYIfwAAAAAAANDjVSIn5OTo4sJCpUdFKVSMTEzUT3JyFM7yYmJ0fkGBYsJgryMACCb8VQYAAAAAAECv2CUhQdP79HHVMsFeBTQ0IUE/y8uTJwz2NNqeAXFxOjc/X9EEQAAQMPiLDAAAAAAAgF4T6/Xqp7m5urSoSDlBuheQ7e9zdn6+Igk7fIK9CwoKFMtzAgABgb/GAAAAAAAA6HU7x8fr2j59dHhGhqKCqHpm9+Rkgp9tfE8vKypScmSkv4cCAGGP/1IAAAAAAADwCwtQDsvM1HV9+2pEYqICmcVTh2Vk6FRavW1TcWysri4uVmFMjL+HAgBhjfAHAAAAAAAAfpUZHa1zCgpcK7g+sbEKNNbK7Kz8fB2emenvoQSF9KgoXVlc7KqkAAD+QfgDAAAAAACAgDAoPt5VjZyZn6+8ANkPqH9cnH7Vp49GJiX5eyhBJdrjcVVSp+XlKd7r9fdwACDs0IATAAAAAAAAASMiIkKjk5I0KjFRszZs0Etr16qkpqbXxxHj8eiIjAztl5ZGm7cdMD45WbvEx+vfK1fqow0b/D0cAAgbhD8AAAAAAAAIyBBoTHKyOy2orNT/1q3T5xUVamxq6tH7taBnQnKyjszMVEokU2fdwZ7Hn+Xna1JVlZ5ctUoLq6r8PSQACHn8BwMAAAAAAEDAt4Oz0/q6On1YXq4ZGzZoaTdXA1mlj+1Rc2BamrICpOVcqBkQF6fLi4u10MK89ev12caNaujhMA8AwhXhDwAAAAAAAIJCalSUDs7IcKcVtbUuPJhXUaGvq6pU14UQwfalsZZkIxMTXas5C4DQ8wbGx7vThvp6fbJxo/s+WjVQTWOjv4cGACEjoqmJeL03lZeXKyUlRWVlZUpOTvb3cAAAAAAAAIKeVY8sqalxp2U1NVpTX6+y+npVNTaqvqlJFulYsJPk9So9Kkp50dHqExurPjExiiTwCQjWzm/pD9/DVXV1Wtfq+2c7LkVHRCjB61VaZKQyams1Lj+f+TUA2AYqfwAAAAAAABDUvBERm8Kc2Fh/DwU7sNdSYWysO3VkcTUAYNtY2gAAAAAAAAAAABBCCH8AAAAAAAAAAABCCOEPAAAAAAAAAABACCH8AQAAAAAAAAAACCGEPwAAAAAAAAAAACGE8AcAAAAAAAAAACCEEP4AAAAAAAAAAACEEMIfAAAAAAAAAACAEEL4AwAAAAAAAAAAEEIIfwAAAAAAAAAAAEII4Q8AAAAAAAAAAEAIIfwBAAAAAAAAAAAIIYQ/AAAAAAAAAAAAIYTwBwAAAAAAAAAAIIQQ/gAAAAAAAAAAAIQQwh8AAAAAAAAAAIAQQvgDAAAAAAAAAAAQQgh/AAAAAAAAAAAAQgjhDwAAAAAAAAAAQAgh/AEAAAAAAAAAAAghhD8AAAAAAAAAAAAhhPAHAAAAAAAAAAAghET6ewDhpqmpyX0sLy/391AAAAAAAACAoNM8r9Y8zwYAaIvwp5etWbPGfSwqKvL3UAAAAAAAAICgnmdLSUnx9zAAICAR/vSy9PR093Hx4sX8cwI6saLHAtOSkhIlJyf7ezhA0OB3B+gafneAzuP3BugafneArikrK1NxcXHLPBsAoC3Cn17m8WzaZsmCH17YAZ1jvzP83gCdx+8O0DX87gCdx+8N0DX87gA7Ns8GAGiLv5AAAAAAAAAAAAAhhPAHAAAAAAAAAAAghBD+9LKYmBhNnz7dfQTQMfzeAF3D7w7QNfzuAJ3H7w3QNfzuAF3D7w4AbF9EU1NTUweuBwAAAAAAAAAAgCBA5Q8AAAAAAAAAAEAIIfwBAAAAAAAAAAAIIYQ/AAAAAAAAAAAAIYTwBwAAAAAAAAAAIIQQ/vjJokWLdPrpp6tfv36Ki4vTgAEDNH36dNXW1vp7aEDAufvuu9W3b1/FxsZq/Pjxmjlzpr+HBAS0m2++WWPHjlVSUpKys7N11FFHacGCBf4eFhBUbrnlFkVEROjiiy/291CAgFdaWqqf/vSnysjIcO9thg4dqo8//tjfwwICWkNDg6655hqfOYEbb7xRTU1N/h4aEFDefvttHX744crPz3evzZ566imfy+135tprr1VeXp77XTrggAO0cOFCv40XAAIJ4Y+ffPnll2psbNSf//xnffHFF7r99tt133336Re/+IW/hwYElMcff1yXXnqpC0dnz56t4cOHa/LkyVq5cqW/hwYErLfeekvnnXeePvzwQ7366quqq6vTQQcdpIqKCn8PDQgKH330kXuNNmzYMH8PBQh469at05577qmoqCi9+OKLmjdvnm677TalpaX5e2hAQPvtb3+re++9V3/60580f/58d/53v/ud7rrrLn8PDQgo9h7G5gFsUWh77PfmzjvvdHNqM2bMUEJCgpszqK6u7vWxAkCgiWhiWUnA+P3vf+9e/H377bf+HgoQMKzSxyoY7E2RsdC0qKhIF1xwga666ip/Dw8ICqtWrXIVQBYK7b333v4eDhDQNm7cqFGjRumee+7RTTfdpBEjRuiOO+7w97CAgGWvx9577z298847/h4KEFQOO+ww5eTk6G9/+1vLsR//+MeucuGf//ynX8cGBCqr/HnyySddZwNjU5pWEXTZZZfp8ssvd8fKysrc79ZDDz2kE044wc8jBgD/ovIngNg/qPT0dH8PAwgY1gZx1qxZrmy7mcfjcec/+OADv44NCLb/L4b/McD2WdXcoYce6vO/B8DWPfPMMxozZoyOPfZYt9Bg5MiRuv/++/09LCDg7bHHHnr99df11VdfufOfffaZ3n33XR1yyCH+HhoQNL777jstX77c53VbSkqKW0TKnAEASJH+HgA2+frrr11596233urvoQABY/Xq1a4Xtq3aac3OW+tEANtn1XK2Z4m15BkyZIi/hwMEtH/961+uxai1fQPQMda1wLoXWJtea2Ftvz8XXnihoqOjdfLJJ/t7eEBAV82Vl5drl112kdfrde97fv3rX2vq1Kn+HhoQNCz4Me3NGTRfBgDhjMqfHngBZ2Wo2zptOWltG6QefPDBbrXcGWec4bexAwBCs4ph7ty5blIbwNaVlJTooosu0iOPPKLY2Fh/DwcIqkUG1irxN7/5jav6OfPMM917Gtt7AcDW/d///Z/7n/Poo4+6hQcPP/ywWwxqHwEAALoDlT/dzPqMnnLKKdu8Tv/+/Vs+X7p0qSZNmuRKvv/yl7/0wgiB4JGZmelWwa1YscLnuJ3Pzc3127iAYHH++efrueee09tvv63CwkJ/DwcIaNZmdOXKlW4Su5mtwrbfH9t3rqamxv1PAuArLy9PgwcP9jm266676oknnvDbmIBgcMUVV7jFo817kgwdOlTff/+9br75ZqrmgA5qnhewOQL7f9TMztu+jQAQ7gh/ullWVpY7dYRV/FjwM3r0aD344INuLxMAm1m7EPv9sF7YzRs62upSO2+T2gDaZxufXnDBBW4z1DfffFP9+vXz95CAgLf//vtrzpw5PsdOPfVU147nyiuvJPgBtsLaii5YsMDnmO1h0qdPH7+NCQgGlZWVbeYA7H+Nvd8B0DH2PscCIJsjaA57rJ3ijBkzdM455/h7eADgd4Q/fmLBz7777uveFFlp96pVq1ouo6IB2Mz6x9vKN9tIeNy4cbrjjjtUUVHhJuQAbL3Vm7UQefrpp5WUlNTS79o2P42Li/P38ICAZL8rW+6LlZCQoIyMDPbLArbhkksucV0MrO3bcccdp5kzZ7qOBnQ1ALbt8MMPd3v8FBcXa7fddtMnn3yiP/zhDzrttNP8PTQgoGzcuNHtk93su+++06effqr09HT3+2P7m950000aOHCgC4OuueYa5efntywgBYBwFtFky4PR6x566KGtTl7zLQF8Wbud3//+924C21bz3HnnnRo/fry/hwUELNtfrj1WZbq91qQANrOFOvZ/xxYeANg6azF69dVXa+HChW7izRbvsJcpsG0bNmxwk9RWqW1tR22y+sQTT9S1117rOiAA2MQ6GVjXnC3ZIlGbW7M5tOnTp7tFB+vXr9dee+2le+65RzvvvLNfxgsAgYTwBwAAAAAAAAAAIISwyQwAAAAAAAAAAEAIIfwBAAAAAAAAAAAIIYQ/AAAAAAAAAAAAIYTwBwAAAAAAAAAAIIQQ/gAAAAAAAAAAAIQQwh8AAAAAAAAAAIAQQvgDAAAAAAAAAAAQQgh/AAAAAAAAAAAAQgjhDwAAAAAAAAAAQAgh/AEAAAAAAAAAAAghhD8AAAAAAAAAAAAhhPAHAAAAAAAAAAAghBD+AAAAAAAAAAAAhBDCHwAAAISlRx99VBEREe507rnnbvV6ixcvVlpamrverrvuqqqqql4dJwAAAAAAnRXR1NTU1OmvAgAAAELA1KlTXQhknnvuOR166KE+lzc2Nmq//fbTW2+9paioKH344YcaNWqUn0YLAAAAAEDHUPkDAACAsHXPPfeouLjYfX7aaadp5cqVPpf/7ne/c8GPueGGGwh+AAAAAABBgcofAAAAhLW3335bkyZNclU+hx12mJ599ll3fNasWZowYYLq6uq0995764033pDHw9opAAAAAEDg490rAAAAwpoFO1deeWVL67d7771XlZWVriWcBT8pKSn6+9//TvADAAAAAAgaVP4AAAAg7FnIY1U+Vu0TFxengw46SE8//bS77J///KcLggAAAAAACBaEPwAAAICkBQsWuD19rOqn2YknnqhHH33Ur+MCAAAAAKCz6F0BAAAASBo0aJCuuOKKlvNZWVm65557/DomAAAAAAC6gvAHAAAAkFReXq6HH3645fzq1as1e/Zsv44JAAAAAICuIPwBAAAAJJ1//vlatGiR+zwpKUnWHfmUU07R+vXr/T00AAAAAAA6hfAHAAAAYe/f//63/vGPf7jPf/azn7Xs81NSUqJzzjnHz6MDAAAAAKBzIppsSSMAAAAQpkpLSzV06FCtW7dOAwcO1CeffKKEhAQX+tx3333uOv/85z81depUfw8VAAAAAIAOIfwBAABA2LKXwgceeKBef/11RUZG6r333tO4cePcZZWVlRo1apQWLFiglJQUff755youLvb3kAEAAAAA2C7avgEAACBs3X777S74Mddcc01L8GPi4+NdxU9UVJTKyso0bdo0NTY2+nG0AAAAAAB0DOEPAAAAwtKcOXP0i1/8wn0+YcIE/fKXv2xznTFjxmj69Onu87feeku33nprr48TAAAAAIDOou0bAAAAwk5NTY3Gjh3rAqDExER9+umnGjBgQLvXbWho0L777qt3331X0dHRmjFjhkaMGNHrYwYAAAAAoKMIfwAAAAAAAAAAAEIIbd8AAAAAAAAAAABCCOEPAAAAAAAAAABACCH8AQAAAAAAAAAACCGEPwAAAAAAAAAAACGE8AcAAAAAAAAAACCEEP4AAAAAAAAAAACEEMIfAAAAAAAAAACAEEL4AwAAAAAAAAAAEEIIfwAAAAAAAAAAAEII4Q8AAAAAAAAAAEAIIfwBAAAAAAAAAAAIIYQ/AAAAAAAAAAAAIYTwBwAAAAAAAAAAIIQQ/gAAAAAAAAAAAIQQwh8AAAAAAAAAIevtt9/W4Ycfrvz8fEVEROipp57yubypqUnXXnut8vLyFBcXpwMOOEALFy70uc7atWs1depUJScnKzU1Vaeffro2btzYy48EADqO8AcAAAAAAABAyKqoqNDw4cN19913t3v57373O91555267777NGPGDCUkJGjy5Mmqrq5uuY4FP1988YVeffVVPffccy5QOvPMM3vxUQBA50Q0WbQNAAAAAAAAACHOKn+efPJJHXXUUe68TY1aRdBll12myy+/3B0rKytTTk6OHnroIZ1wwgmaP3++Bg8erI8++khjxoxx13nppZc0ZcoULVmyxH09AASaSH8PINzU19frk08+cf9APB4KrwAAAAAAAIDOaGxs1OLFi10gExm5eXozJibGnbYlPj7efU1zVU9JSYn7mv3337/lmJ23NnFW6WPHZs+eraFDh2rIkCEt19lrr73Ur18/zZo1S+np6T36eAHAREVFyev1qqOo/OlltkJg3Lhx/h4GAAAAAAAAEFKmT5+u6667rt3LbAp0+fLlmjlzpgoLC10IZGpqatxxO9Z6UnXVqlXuY1ZWlqsEsv19CgoKfG7TgiPb/ycpKalHHxcANLO/Obm5ua6KcXuo/OllVvFj7B+NbSIHAAAAAAAAoOOWLVvmFlfPnTtXRUVFLce3VfVjAc/69etdgGNBT0pKSst+QNapp7i4WNHR0S3Xbw6C7PjKlSvd11qlT2tWBZSdna2MjIweeJQA4BtgV1ZWur9HpiPZAuFPL2tu9WbfHPtHAwAAAAAAAKDzLMBJTk7e7vUaGhpceGNBzXfffedCntjYWHdZ8+p5awXXfKy5tZxVB9kx+7hmzRqfy20i1m63+ToA0NPi4uLcRwuA7O/Z9lrAsekMAAAAAAAAgJBVV1fnPja3emvNgiDbR6O8vLzlmIU6VhGUmJjozickJLQca9Z8fbsMAHpL89+x5r9r20LlDwAAAAAAAICQZaFNbW2ta9Nm7HNrn2Sr5q1VnK2gt1ZyVsFjYdDSpUvdR9tbo3m1vVUYff/99+rTp4+r+lm8eLHS09N9WsUBQE/ryF4/IVH5c/fdd6tv377uD/P48ePdPjrb8u9//1u77LKLu/7QoUP1wgsv+Fxuf7ivvfZa15LN/qgfcMABWrhwoc917P7sCW59uuWWW3rk8QEAAAAAAADYMV988YULd7755ht3vqSkRPPmzXMhj7HN0y0AsnBn/vz5rspn4MCBLds3mP79+7s5xQULFrj5wqSkJBcEAUCgCtrKn8cff1yXXnqp7rvvPhf83HHHHZo8ebL7A2x/rLf0/vvv68QTT9TNN9+sww47TI8++qiOOuoozZ49W0OGDHHX+d3vfqc777xTDz/8sNvA7ZprrnG3af8MWvfuvOGGG3TGGWe0nLc/9gAABCN7A2T/C22T1GHDhvl7OAAAAACwbXUbFbn8+U59ybhx49xePzbf197+PLa4u6CgwJ22xvYEsgAIPW/ffffViBEj3Hwv0N0eeughXXzxxW4fsFAXtJU/f/jDH1wAc+qpp2rw4MEuBLJ+dw888EC71//jH/+ogw8+WFdccYV23XVX3XjjjRo1apT+9Kc/tVT92B+UX/3qVzryyCPdBNjf//53twLgqaee8rktC3tsRUDzid6eAIBgZAsmbKWaLYqwN0PWtgAAAAAAAk71Sumbv0lvHiY9kan4T89WuDjllFPadCGyk81zBlpgYxPqvTV539ySDz3zM2dFE4HkzTffdD/37QU21qmrM0Hh8ccfr6+++qrl/HXXXefCxo6wvb5++ctftnQXs2zAuof997//dflCTz7OsAl/rC/nrFmz3BPbzMow7fwHH3zQ7tfY8dbXN1bV03x9S/+XL1/uc52UlBRXVbTlbVqbt4yMDI0cOVK///3vVV9f382PEACAnmeLHJo3CKypqdG9997r7yEBAAAAwCYbv5Xm/0F6daL031xpxs+kpc9LjTVqjA+vdmsW9FjXhtanxx57zN/DCkvN76HRM6zlYmNjY4/eR1xcXLudw7bHApk99tjDzaVcffXVrovK22+/7cKkn//85yorK1OgCcrwZ/Xq1e4HIScnx+e4nbcApz12fFvXb/64vdu88MIL9a9//UtvvPGGzjrrLP3mN79x39ytsck0SwSbTxs2bOjCIwYAoHvZihT7f2ZOOOEE9/Evf/mLqqqq/DwyAAAAAGHJVs2v/UT6fLr0wjDpmQHSJ5dJq961C6X00dKwm6Qpc7Vx4jvdcHdNqq2o9cupsxUCMTExPl2I7JSWltZSKRAdHa133tn8nNjWFja5vWLFipaqnPPPP9+dbLF7Zmam2+6i9ThsDvPyyy93re+sy5EtiLfbbu29995zt2Xdl+z+bWH9unXrXKXIW2+95TovNVcmLVq0yH3N3LlzdcghhygxMdHNs5500klubrdZRUWFpk2b5i63fdhvu+22Tn8vmys3rCNUcXGxu61zzz3XzR/bc9G8p9Ovf/1rn6+zcdoiSBufBQLW1u8///lPy+X2GOw6tv3IPvvs4yo9HnnkERdO2LYghYWF7ntj9/3SSy+1fJ0FBFdeeaXPfa1atUpRUVEuLOjI891c3fTcc89p0KBB7jk/5phjVFlZ6bYssWoX+x7YXLU9zo5+H5tv9+WXX3bdsey5ag4Xm59Lu/2nn3665Xu55c9Bs+74uWoezzPPPOO6e9nzuSNdSZq/Z1aJM2nSJPe8DR8+3Ke4o3XlmH1+/fXX67PPPmt5vHasPb/4xS/c7c+YMUMnn3yyG+/OO+/supN9+umn7rk09jthP9P2/bH7t58v2yesme0tdvjhh7vL7TnZbbfd9MILL7jbtjEbu8zGYr9bYbnnj7/YPkPNrDWc/XG1EMj2ErIfzi3ZcfsBAgAgkCxZssStSrEXIn/+85/dQodDDz20x1fYAAAAAECLxvpN4c6SpzadKr7ffFmEV8reRyo8Sio8Ukoo3nzZxiU7fNd1lXW6OfFm+cPVG69WdEJ0t7Zbs1DFJrC//fZbNwH/73//22eRu03on3766Zo5c6Y+/vhjnXnmmS4oad7X3Cbwbd9zWySYn5+vJ5980oUCc+bM0cCBA93k9v7776/TTjvNhTy2B5Itjrfgwc5bGy3bV91CEZOVleUqJfbbbz/97Gc/0+233+4WG1ooctxxx+l///ufu55t0WHBkYUNFtDYBLtVVHS0DVezb775Ri+++KILYexzC0rsubDJebt92w/exm5dnyyAaGbPlXV5ssfwj3/8wy2OtMdswUizq666yoVS1gXKAiC7rp2399J2zEKnI444Ql988YV7rqZOnepCJ7tdm8A3FiDZ8zpx4sQOPd/Ggh7bn96uYwUFRx99tH70ox+54MLCAnt8P/7xj7Xnnnu66pPO3O6tt97qHq910/rpT3/qAhoLtuzj/PnzXRHDgw8+6K6fnp6+1ed9R3+umsfz29/+Vn/9619dt62uVOVsyVqz3Xrrre4+7PMTTzxRX3/9tfu5bc2eNwso7efmtddec8csyNqSzZXYY7DvrT2OLTUHP8YCGwt7LNBKTk52P/NTpkxxz4MFgOedd57rbGZBoIU/dty+3vZifuKJJ9z31Nr029daKBl24Y+liF6vtyW9bmbnLcltjx3f1vWbP9oxS5lbX2dbf2zsj4W1fbNkzlLYLVkJWOvAqLS01KWCAAD4k72osJU99iLDXlDYi3YAAAAA6HH1VdLyV6UlT0qlz0o1azZf5o2T8g7eFPgUHCrFZPhzpAHDqj9aTy4bC0nsZG666Sa9+uqrbuLdJrKtKsHCiC3fA1oAY2GEzWHa5Ludt0l6q7SwiX772DyxbSGATYjbcet8ZGHGmDFjdM8997TcplUsNLMF8ra4sPXcrO21buGIfX0zC0psLBYW2X397W9/0z//+U8XLDWHCVZR01k2OW+3bXu129yrVVDYBLqFJBZw2GO2gMHe+7YOf4499lgXThnbI96ex7vuusvncVq4ZsFLMwsVbEK/uYtG8+3avjN33323C7fsa959992WsOfRRx91AYQ9/x15vptbzFll0oABA9x5C7QssLH5avt5aH6cdt8WYnTmdu+7776W27WApjm0s9u1wMEqdrY2z96dP1fN47Hn2yp0uovdz6GHHuo+t8IM+1m18Mf26mnNHqs9ZguFtvV4rVrNKnq2/PotNYc+ViVnFWDGQjV7np566in382bPhwU8Q4cOdZdbxVmz5qDNArDu2NcqKMMf+2MyevRovf766y2bT9kvuJ23H9b2TJgwwV3eeuMx+2W246Zfv37uG2zXaQ57LOG0Mq5zzjlnq2Ox1Nv+gGwtkbRqoNYVQXabAAAEAltx0p0vrgAAAACgXdWrpaXPSUuekZa9LDVUbr4sOl0qOFwq+pGUe6AUGd8rQ4qKj3IVOP5g990ZNsG/5R6trasxbK7UJpitS1GfPn3c5PuWdt9995YqFGNzola9YpU7NmFvH61KpjULAKwSo3kO1CauO8MqkSyY2DK4MladY5VAVgHROoyxx9XeAvvtsTZoFvw0s6onKx6wedvWx1auXOnzdc1zw63P22NtzUKv1nO7S5cuddU2rdl5e7zNVU8HHXSQ+55Y+GN7zVvbMasUMh15vo2Fac0BTfP47XG2fj5bP6au3q4VQmz5vHTUjv5cNf/82s9ud2p9e3k/FHrYY9xeeLM1HW3VaFVTFiS1/pm2x2o/03aZsVZ9lje88sorrhLNgqDufvxBHf4Yq6axFNt++caNG+eSVesReeqpp7rLra+e9RK0tmvmoosucr0Z7YfPUj8r07JSNNvfwNgPqQVDlpRbOZiFQVb2Z6lkc8Bkv6QWBtkfXPtjYucvueQSVxrX3GcTAIBgZauH7H+b9aNtr5UpAAAAAHRY+UKp9GlpydPS6velplYtpuOLN1X3WOCTtZfk6f0pSpsL7K7Waz3NWkPttNNO27yOtTUza9eudSf7mo7auHGjC0pmzZrlPrbWHDR0pf2U3a7tbWKVMVuyCXmrxOjOxY1bfn/bO9aVVuedeS6bWXswm+S3KiKr+rEqj+ZKj4483115TDtyu53dh6ojOjoe+9lqHSC1xzqWGGtfv2VFjLUX3LJVW+vHGPHDbe9Im3sL9Ox+v/zyS+0oqzSz/bKef/55FwBZfmGZxQUXXKDuFrThj5Wy2UZZ1157rdunoHljreZellY+1TrZtTIr+0X71a9+5UoiLeCxUivrRdns5z//uQuQrETSfmj22msvd5vWy9HYRJiFRrbxlSWUFhBZ+NO6rRsAAIHO/ofZ6hxb8WI9de2FrL3Qsxei9r/VAiC7HAAAAAA6rLFBWjNDKn1mU+BTvsUkadoIqeBIqfAIKW2kzcj6a6Qhx6pobI7y/vvvd3vL2IJ527+k9dyoLWhv7cMPP3TzozYpb63ZrELDKiOa25RtySoTrGPS1vY2t+oNu43WRo0a5fYwsWqVLfdaMVZ9YpP0NjbbJ8ZYay1rCWeL+HuDPQ9WRND6vD0f2wohrFjA2nq1HqOdtwKFZkceeaSbY7a5ZZuTbn0fHXm+u6K7bre97+XW7OjPVUfZbdrPswVJVt3WzPY9skBoy+qi7n68Ho/HtfmztnvTp09vs++PBV2WIdheUbZFjD0vzW3f1qxZ41oQtt4KxtrAnX322e5k28bY766FPzYW09HnP2TDH2Mt3rbW5u3NN99sc8xKE7dVnmgpoPU3bO5xuCX7g2U/wAAABDN7IW1l7PYiycq9m/8HWuDz7LPPEv4AAAAA6Jj6Smn5a5sCH9u/p7pV66iISClnklRwxKbAJ2HT5D66toDPFr+3ZmGK7Ytuk8TWlcgqCawj0sEHH+wW9lklwRVXXNFyfVsobwvYzzrrLM2ePdtVpNh1jE2cW6WKBRR2zCbtbWGghT0W+lgXJZugtts999xz3YS1TVJbSzeba7VxWMBjE962L7pVdVj7NtvY3ia1ba8bW3Rvx6zaxxbX20JEu97pp5/uxmmtsWxbjV/+8pc+oVVP+/e//+06S1kRgLVpmzlzptuHaFtsvBYAWHhlBQm2f429x7avb2aLLK2blHWWsnZf9hw068jz3RXddbv2vXz55ZddYGHfF6uq2bJaqLt+rjrKunBZxcxll13mfvbtZ7GkpMTtvWTzF81BS1f07dvXteaz76HtN2X31V43lF//+tcuc7CWbva5/dzY8/LOO++46p2PPvrIhVQW/NmeR9bmz27rqquuch3K7Lix7mPWccWeHws77ffIQiNjwZbNz9g+X1OmTGnZkygswx8AANB5X3zxhftoGx62Lq0eO3asC3+a+xQDAAAAQBsW8JTa/j1PS8tflRqqNl8WlSLlT9kU+OQfIkX7tmJC11j1SPO+Jc1sDxFrQWWT0N9//72bLDZ2PdvmwsIG23emeZ9Xm4C3PXasOsWqMmyLDKtMaWYBhm2HYZPrpaWlLtCxSfXDDjvMXW4T1daiyjoq2W3YpLRNgjeHGpdffrmrOLLqBrsfm0y3SXWriLEJehuLhVg2uW0BVXPA8/vf/76lPZxNlNv9WyVHb7FKJgujLNSy5+6xxx7zqdBoj7VzszHaWK2qxa7/zDPPuIn/1iz4sAn8vffeu6WyqaPPd1d1x+1acGEhh4Ub9r2xcGLfffdt97o7+nPVGX/84x91yy23uJ8n+5nPzc3VgQce6H4Httc2bltsz53//ve/bqsX6wZmYz7llFPaXM/CSysMsTHYY7Ix2FYwFkTZz3Fz6zn7ense7DHanlb2/X/hhRdaAjQLbC0YXbJkiasks9+H5n26LCSyn0kLjCzMtef3oYceUldFNPVEQz9slX1TrazLkklLEgEA6G3WMvXGG290q2ZsFVYzK8c/5phj3At4Kl0BAAAAtChfsCnscfv3fGDbn2+xf88P7dyy9pa80QE3v1ZdXe3CCNvCoXl7h3BiE/dWoWJ7pmMzCwyefPLJlv3e0Tn8XPlHZ/6eUfkDAECYVv5suZrJ9gAytnrM1obsyMoZAAAAAEG+f4+FPM3792z4yvfytFE/BD5HSqnD2L8HAAIQ4Q8AAGHGejCbnXbayee4nbfSeytfX7FihSuhBgAAABAm6iukZa/+sH/Pc1LNqs2XeaKk7Embwp6Cw6WEIn+OFADQAYQ/AACEGeuza7Zsj2AbGlrZ8DfffOOqfwh/AAAAgBBXtUwqfX5T4OP276nefFlU6qb9eyzwyT9Yikr250ixA2z/FrTFbig7hp+rwEf4AwBAGLGNBW0TwvLy8nZ7Y19zzTWu+qe5BRwAAACAEGKT3etmb6rsKX1WWjvL9/KEvj9U9xwhZU/cVPEDAAhKhD8AAIQRr9erBQsWbHWF08knn9zrYwIAAADQg+orpeWvbQp8lj4vVS31vTxjnJR/2A/79wxl/54O+PTTTzX92qt1/Q03uw3vASAQEf4AABCGInhDBwAAAISuipJNQY9V96z4n287t8gEKfcgqeCwTW3d4mj33FlPPPGEnnn2JQ0fMZbwB0DAIvwBAAAtKisr9e6772rVqlWaOnWqv4cDAAAAoCOaGqU1H/1Q3fOctO5T38sT+kgFh2+q8MnZR/LG+mukIeHFF55t+XjDDTf4ezgA0C7CHwAAwsj999+vv/zlLzrxxBN16aWXtrl8zZo1mjx5siIjI3XCCSe4NnEAAAAAAlDdBmn5q5vbuVWvbHVhhJQ5YVN1j4U+KbvRzq2brFixQrNmf6YDJkivffCpVq5cqezsbH8PCwDaIPwBACCMzJ8/Xx9//LEmTZrU7uX5+fmKiopSXV2dli5dqqKiol4fIwAAAICt2LhoU9hj7dxWvik11m6+LDJJyj94U3VP/iFSbJY/RxqyXn75Zffx9qukoUduOn/SSSf5e1gA0Ian7SEAABCqlixZ4j4WFBS0e7lV+hQXF7vPFy1a1KtjAwAAALCFxgZp1XvSp1dLzw+RnuknzbpAWv7KpuAncYA06GJpv9ekH6+W9vo/qf80gp8e9MILz2vMEK+G7CyNHhLpzvekU045xe3Zesstt/gcf+qpp7p9L9e+ffvqjjvu6ND17L7tZO8hbRHh6aefrnXr1nXbWPbdd19dfPHFHbru119/rdNOO829l42JiXHvd/fff3898sgjqq+v77YxAcGGyh8AAMIw/CksLNzmC/lvvvnGhT8TJ07sxdEBAAAAUO16adkrmyp8lr0g1azZfFmEV8rac1N1j7VzSx5EO7duVlpa6lq7taepqUmvvPKSzj+hwZ0/ZK963fN/L2rWrFlbDWJycnK2uviuo2JjY/Xb3/5WZ511ltLS0hQIbK+jM844Qw0NDfrqq6905pln6sILL9Q//vGPXh3HzJkzdcABB2i33XbT3XffrV122cUdt44Xdn7IkCEaPnx4r44JCBRU/gAAEEY6Gv6Y7777rtfGBQAAAIStpiZp/Vxp3m+l1/aRnsiU3jteWvSPTcFPVKrU50Rpj0eko1dKB7wlDb5CStmF4KeDLKBYv369FixY4IKaOXPmuDbXFuY0s88t+Dn++KM1evTodk9jxozRhg0bdNT+m77mqAOk8vIN7vjWvuaMn528w+O3cCM3N1c333zzNq/37rvvugV8cXFxroW3hTEVFRXusr///e9KTEzUwoULW65/7rnnurCksrLSVdp8//33uuSSS1qqerYlKSnJjcmCLWsrfvLJJ2v27NkdHo+55557NHDgQBduWUh2zDHHtFQ7vfXWW/rjH//YMpb2OlPY98yuu/POO+u9997T4Ycf7m7PTrbPrd3/sGHD3HXffPNNdzv2c9Ds008/bXPbXR2z+c9//qOhQ4e6r83IyHDft9ZfC/Q2Kn8AAAgT9sJ42bJl7nMry99e+EPbNwAAAKCH1G2UVvxPWvrCplNlie/lybtK+VM2Vfdk7SF5ovw10pDw17/+VbvuuqsGDBiglJQUNyFv73esZZlN4Jvly5dr5cqV+tnPztGCL7/S2nXrdcVp0nEH+95WemqT+v5QyDN6N2nhS01auzlPkMVJ/35J+v0DUnp6qk497awdHr+N8ze/+Y1+8pOfuDCivcV81r3h4IMP1k033aQHHnhAq1at0vnnn+9ODz74oKZNm6bnnntOU6dO1fvvv+/2KrLn5YMPPlB8fLz++9//ugoZq+Cxip7OsNDs2Wef1fjx4zs8HqvMaa4U2mOPPbR27Vq988477mst9LFqIqvasQojk5XVtpWhhTe2r+1jjz0mj6f9GofOtMbbkTHbe20LnH73u9/pRz/6kQsJ7bLWASPQ2wh/AAAIE+Xl5S39jtt74dyM8AcAAADoAeULN4c9K9/ctGdPM2+slLPfpsAn/xApsb8/RxpyPvnkE1eFk5yc7PaEsZNN3DdXZdgEvQU/eXl5GjlypKZMmaJzzj5Lv/3rU/qmJEJ3X9Ok7Iz2b9uCoOYwaOUa6dwbIvTEK0368Y9/pHvuuU/Z2dnd8hgsUBgxYoSmT5+uv/3tb20ut6ogC3aa98mx6pQ777xT++yzj+69915XqfLnP//ZVcJYgGFhz3XXXeeeF5Oenu5CpuaKnu258sor9atf/cpVVVVXV7vg5w9/+EOHx7N48WIlJCTosMMOc/fZp08f99wbC+iio6NdKLWtsVhAZAYNGtRyzL6P/ftv/v2xMMYqnDpiR8Zs4Y+93z766KPdcWNVQIA/Ef4AABAmbOWRvQiuqqpyL/y3xkrcH3roIbcyDgAAAEAXNVRLK9+WSp/fFPhs/Nr38oS+Uv6hmwKfnElSZJy/RhrybILe3gfV1NS490LW5mzjxo2urZepra1VXV2dC4eMBTZP/PdJ3X777brppuu02xEVuueaBh27RRVQa//3onTujV5FeJP0+ON/1nHHHdftj8P2/dlvv/10+eWXt7nss88+0+eff65HHnmk5ZiFWo2Nja6lt72/s/2CLDiaPHmyq1y56qqrujyWK664wrVcs/soKSnRL37xCx166KF6++23XYi0vfEceOCBLiSx96hWbWMnC7gs8NkR1m7NKoKMtbKz721H7ciYrWpq//33d4GPPb8HHXSQawkXKHs0ITwR/gAAECasNYCVsW+PvZi1fs0AAAAAOqli8ebqnuWvSw2Vmy+z1m1ZEzcHPsmD2LOnGxa4WYeDZs1VPVuyNmYWCNh+N9YGzCb0ba8aCwqMBT8mMtJ3qvSII47Qnnvuqeuvv07HX/qiJo2XMtuZy1+9TjrhMumQQw7Sgw8+1G3VPlvae++9XbBw9dVXu+ClNQuzzjrrLFfVs6Xi4uKWz5vDGatUsconq2DpiszMTO20004tFTJ33HGHJkyYoDfeeMPtdbO98Vhlj+0RZHvxvPLKK7r22mtdJdJHH32k1NTUDo3B7tfYXk7NFTj22JrH1fr72dwWrnUbtubve7MdHfOrr77qWurZZXfddZd++ctfasaMGerXr1+HHg/Q3Qh/AAAAAAAAgK5orJNWvb858Cmb63t5XP4PrdymSLn7S1GbKkvQPQYPHuxz3lqi2WT8ll588UVX1WMVG/bRqoCsWiUqKsqFGNtiAdGoUaP14fuvKC25od3rpCVLqclejR49pseCn2a33HKLa//WutWZGTVqlObNm9cSfLTHggmrHrL9eaxtm+1l8/DDD7dcbuGGtXHrCgtdjD23HR2PhTMWFNnJvncWoPzvf/9zrdM6MhYLfHbZZRfdeuutrtJqa/v+tG59bqFXczVOc4VQsx0dswWLFhbayYIhW1j55JNP6tJLL93m4wB6CuEPAABow1aDWf9kK1VvvUoMAAAACHtVy6VlL21q57b8Faluc+WJIjxS5oTNgU/qcKp7epBN1FsFT7P2qn7M73//e7d3i03UW9s3a9NlLeCWL1/uwh8LgYzt2WKhQ+vKELvuiy88q4P2aNAP+YaseGRdmZT+Q4GKHbfL7Xo33HBDjz5maytm+9LY42nNwpzdd9/dBTo/+9nP3N409vxYNcqf/vQnVyV10kknuaqWQw45xHWGGDt2rA4//HDXnqx5/1d7L3jCCSe453JbwZjdnj1/zW3ffv7zn7uAxdrJdWQ8zz33nL799ltXzWRhzAsvvODaqzWHWjYWq5qxvWgTExPdnkRbhjsWtjz44IOuHZsFLlYRZe3t7Ptmj2PVqlUtoZQFOtbmz8LBX//61+797m233dap53BbY7axvv766+49tAWAdt7un3bq8Ketx6EAACCk/PWvf3Uv7m3Dy+2xF83WGmHmzJm9MjYAAAAgYDU2SKs+kD6/VnppjPRknvThqVLJfzYFPzGZUt+fSns8Jh29SjrwXWm3X0hpIwh+epi1LLNKnubT1sKf6urqNsea278ZC3wsAGrdQs6qTqwtmp1mzf5Mh0zcdHzlGunYiyOUMWHTRztvDtlb+njWp1qxYoV6mgVMFjq0NmzYML311lsu1LB9XK0qxqpP8vPz3eUXXXSRCzN+85vftIRI9rm1OSstLW25XQtbBgwY0FIpszV223l5ee72DzvsMHfb1u6suZXe9sZjQdx///tft4eRBST33XefHnvsMe22227uctvXyIIbq+6ysSxevLjdcVhYM2vWLBfAnHfeee76FkDZbdmeTeecc467nn1/7diXX37pxmYVUDfddFOnnsNtjdl+/ixwmjJlinbeeWf96le/cuGSBW2Av0Q0tW50GGTuvvtul9xbymybalkvxXHjxm31+v/+9791zTXXuD9i1hPSfsntF7KZPRVWrnf//fdr/fr1LjG+9957W/pHtmarA8aPH+82Avvkk09cuWVHLFmyxKXMlohbwg4AQG+xzTztf9/FF1/sXgRvy/HHH6//+7//c9ez6wMAAABhpXKptOzlTRU+y1+Vatf5Xp4+ZnN1j33u+aEkBL2is/Nrl1xyiZsDtPnDlJQUVVZW6vvvv3eVLc1fb+3AbI7R9mexMGjp0qWuhdnHH3+s0047TSveld6YIZ13k1cR3iSde+6FuueeO6XGDbr7Vw3aZ6yUO1Gujdq0adN64VkAEI6qq6v13Xffub9VVskYkpU/jz/+uOuXaGGNbbRlf7xtw7OVK1dutafliSeeqNNPP92FNUcddZQ7zZ27uRerrYS2kklLba00zxJru832VgdYKWNz6gsAQDBYvXq1+7i9ntam+Q2QvakCAAAAQl5DrbTiDemTK6UXhktPFUgzTpMW/9+m4CcqVSo+Vtr9QelHy6SDP5KGXS9ljif4CQJWhWHt2yzgsblAe59j1SSt5/Zyc3Nduy4LhebPn+8qf2xB+Msvv6R+hR6de0OETrhM2ne/I/TFFwt0/fXXu4/7TDpCx18qnX9ThPoWevTiiy/49bECQNDv+fOHP/zBtaM59dRT3XkLbJ5//nk98MADbmXzlv74xz/q4IMP1hVXXOHO33jjjS39Gu1rrernjjvucP8MjjzySHedv//978rJydFTTz3lel223iTOyhifeOIJ9zkAAMGA8AcAAABoZeN3myp7lr4krfifVL+x1YURUsZYKe/gTSf73BO002hhzxZ4254x21opb23gbP+g1nsI2R5Ar7zyktata9SG6lQ9/vifddxxx7VcbmHRf/7zX9c14bzzztLq1etV/sqLLjhq3msGAPwlKP9r1dbWul6Oth9BM9vw64ADDtAHH3zQ7tfYcasUas2qeizYMVYqZaWddhvNrAzUWrvZ1zaHP9a300In+zpbMbA91h7OTq03QwMAwB8IfwAAABDW6iullW9tCnss9Nnwle/lsdmbw57cA6XY7b9uRmiztm87D+yvwqJ+uuee+1zY0x4LhPbdd1+de+7ZKl2yyLWVs/2IAMCfIoN18soSdKvKac3O26Zd7bFgp73r2/Hmy5uPbe06Vh10yimn6Oyzz9aYMWPc3kHbc/PNN7syUAAA/I3wBwAAAGHFtrku/3JzdY8FP42bF+gqwitl7bk58EkbLkUE7Q4J6AEW4Lz3/scdquJprgKi6gdAoAjK8Mdf7rrrLle507riaHvsuq0rjkpLSzV48OAeGiEAAN0b/tj/rcbGRldhCwAAAAS8unJp+eubA5/Kxb6XxxdJ+YdsCnty9pOiU/w1UgSJzgY5BD8AAkVQhj82aWV/SK0FW2t23jZna48d39b1mz/asby8PJ/rjBgxwn3+v//9z7WAi4mJ8bkdqwKaOnWqHn744Tb3a9dtff3y8vIuPGIAAHaMVa9aj2vrWd2R8Mf+F9redxYC2dcCAAAAAampUVr32aawx06r3pea6jdf7omRsveR8n+o7knexTZ38eeIAQDoFUEZ/kRHR2v06NF6/fXXddRRR7ljtirZzp9//vntfs2ECRPc5RdffHHLsVdffdUdN7bhmwVAdp3msMeCmhkzZuicc85x5++8807ddNNNLV+/dOlSt2/Q448/7vYGAgAgUNnmpV99tUVP822IjIzUSSed1KNjAgAAALqkarm0/DVp2SvS8lekat/FvkraeVPQY4GPBT+R29+zGQCAUBOU4Y+xVmonn3yyq7oZN26c7rjjDlVUVOjUU091l0+bNk0FBQVuzx1z0UUXaZ999tFtt92mQw89VP/617/08ccf6y9/+UvLpJgFQxbuDBw40IVB11xzjfLz81sCpuLiYp8xJCYmuo8DBgxoaY8DAAAAAACAblRfJa16d1PQY4HP+s99L49MkHL2/6G6Z7KU2N9fIwUAIGAEbfhz/PHHa9WqVbr22mu1fPlyV63z0ksvKScnx12+ePFin/0J9thjDz366KP61a9+pV/84hcu4Hnqqac0ZMiQluv8/Oc/dwHSmWeeqfXr12uvvfZytxkbG+uXxwgAgD/ZIolPP/1UI0eOdBW3AAAAQK+wtsPr52wOe1a9IzVU+14nfbSUe6CUd5CUuafkjfbXaAEACEgRTTTy71VLlixRUVGRSkpKqBYCAPSat956S5dffrmrlr377rs79DVnn322/vznP7uFFtdff32PjxEAAADh3srt1R9aub0mVS/3vTyuYFPQk2un/aXYLH+NFEE4v1ZdXa3vvvvOdfphkXfg23fffd1Cf+v0BKDrf882l8YAAICQVVpa6ip5vvzyyw5/TV5envu4bNmyHhwZAAAAwraVmwU9sy+XXhguPZknfTBNWvTPTcGPN17KnyKNukM6dJ50VIm0+wNS3xMIfhBWTjnlFLddxZangw8+WIEW2LTea70nPfTQQ0pNTe2V+wrXn7nmbVAQ3IK27RsAAOg4a2dqOvMCmfAHAAAA3dvK7fPN1T0r35Yaa1pdIUJKH7Wpsse1cpsgeWP8OGAgcFjQ8+CDD/oci4nh98Mf6urqFBUV5e9hAB1C5Q8AAGGgrKzMfUxJSel0+GN76wEAAACdVrVM+u4f0vsnbarseXGE9MkVmwIgC37iC6X+p0l7PCYdvUI6+GNpxG+knH0JfoAtgp7c3FyfU1pamrvszTffVHR0tN55552W6//ud79Tdna2VqxY0VKVc/7557uTvSfMzMzUNddco9a7gdTU1LhW4QUFBUpISND48ePdbbf23nvvuduKj4939z958mStW7fOVYpYq/E//vGPLZVJixYtcl8zd+5cHXLIIUpMTHR7tZ900klavXp1y23a/uvTpk1zl9t70Ntuu63Tz891113n2sQ98MADKi4udrd17rnnqqGhwT0X9nzZ8/HrX//a5+tsnPfee68bX1xcnPr376///Oc/LZfbY7DrPP7449pnn31ci61HHnlEjY2NuuGGG1zLQfveNO9F33rv+SuvvNLnvmzveguN3n777Q49383VTc8995wGDRrknvNjjjlGlZWVevjhh9W3b1/3Pbjwwgvd4+zo97H5dl9++WXtuuuu7rmycLF50ac9l3b7Tz/9dMv3csufA4RZ+HPYYYfpySefVH19fXfcHAAACIDKH3uBbKj8AQAAQIfUV0pLX/6hldsw6cn8Vq3cVvzQyu3Qza3cjlws7f43WrnBryx82NrJ9tbo6HWrqqo6dN2eardmoYot+vvkk09csPPXv/7VhS3NbEI/MjJSM2fOdCHNH/7wB3edZhYMffDBB/rXv/6lzz//XMcee6wLBRYuXOgu//TTT7X//vtr8ODB7nrvvvuuDj/8cBc82O1NmDBBZ5xxhnv/aCfbk8neh+63334aOXKka0NuAYkFUscdd1zL/V5xxRUuOLKw4ZVXXnFBw+zZszv9PHzzzTd68cUX3X089thj+tvf/qZDDz3U7Q9lt//b3/5Wv/rVrzRjxgyfr7Pn6sc//rE+++wzTZ06VSeccILmz5/vc52rrrpKF110kTtugZc9Xgupbr31Vvdc2bEjjjii5bmy27HnsXW4ZgFSfn6+Jk6c2KHn21jQc+edd7rr2OOy5+ZHP/qRXnjhBXf6xz/+4fbpbR1YdfR2bez29RZGLV682AVGxj7a96c5ELKThVkIUk3dICIiosnj8TRlZ2c3XXrppU1z5szpjpsNSSUlJfZb7z4CANBbzjrrLPf/5/rrr+/0/6zIyMimhoaGHh0fAAAAglBDXVPTqg+amubc2NT06r5NTY9FNzU9olaniKamF0c3NX1ydVPT8jeamuqr/T1ihOn8WlVVVdO8efPcxy3Z7WztNGXKFJ/rxsfHb/W6++yzj891MzMz271eZ5188slNXq+3KSEhwef061//uuU6NTU1TSNGjGg67rjjmgYPHtx0xhln+NyGjW3XXXdtamxsbDl25ZVXumPm+++/d/dRWlrq83X7779/09VXX+0+P/HEE5v23HPPrY7T7uOiiy7yOXbjjTc2HXTQQe1+7xYsWNC0YcOGpujo6Kb/+7//a7l8zZo1TXFxcW1uq7UHH3ywKSUlpeX89OnT3femvLy85djkyZOb+vbt6/NedtCgQU0333xzy3kbx9lnn+1z2+PHj28655xz3Offffedu84dd9zhc538/Hyf59+MHTu26dxzz3Wfr1y50r2Pfvvtt1sunzBhgnvOO/p822O0+/7666993tfb47TnrfXjtOM7crt33313U05Ojs/P3JFHHrnFs45Asa2/Z1vqlj1/rGxu5cqVrnztjjvucKfRo0fr9NNP14knnqjk5OTuuBsAALCDlT+daftmq8SsxNsqe60s3/7fAwAAIIzZXGn5fGn569Ly16SVb0p15b7XiS+Scg+Q8iZLOftLsZn+Gi0QMiZNmuTak7WWnp7e8rm1fbN2ZMOGDVOfPn10++23t7mN3Xff3b2/a2aVOla9YpU7c+bMcR933nlnn6+xFmIZGRktlT9WRdIZVk3zxhtvuNZi7VXqWLVUbW2ta03W+nFZm7POsjZoSUlJPu9nvV6vPB6PzzGbw27Nnoctz9tjbW3MmDEtn5eXl2vp0qXac889fa5j5+3xmqysLB100EHue2KVPt99952rxrEqHdOR59tYq7cBAwb4jN8eZ+vns/Vj6urtWru9LZ8XhIZuCX9KS0tdqZltPPb888+7ja+slG/WrFm69NJLdfTRR+vUU091ZX4AAKD3WW9i6wfc+g3C9lg/YitNtxeJLOQAAAAIU5VLNoc9K17ftI9Pa9FpUs5+mwIfC3uSdrKNNPw1WqDTNm7cuNXLLDxobVsT5K1DBtO85013sL1bdtppp21e5/3333cf165d6072NZ15Duyx2lzulo+5OWiwPXE6y27XWsNZy7UtWeDw9ddfq7vY+9fWLOhq75jt19NZnXkum1nrN9uP56677tKjjz6qoUOHulNHn++uPKYdud3WLeoQOrol/LEfJvtFtpNV/1i/QNs8yjb0sgTXfsDtZMmzhUC2CZj1fQQAAL3D/i93RWdXdgEAACDI1a6TVry5KfBZ8ZpUvsD3cm+slDVRyt1/U+CTOkLy+E4yAsGkMxP7PXXdHWVVNJdcconuv/9+t4Dv5JNP1muvveYTSG25182HH36ogQMHunld25PHKkYs3Grek2ZLVlX0+uuv6/rrr2/3cqs+sttobdSoUXriiSdctYrtN7Qlqz6xIMLGVlxc7I6tW7dOX331lfbZZx/1Bnsepk2b5nPeno+tsYWRtnfPe++95zNGOz9u3LiW80ceeaTOPPNMt1ePzYu3vo+OPN9d0V232973EsHJN5LuBlbWZtU+tqHURx99pLPPPtu1mLH00BLv6667Tv369XOlb/bHyEr7AAAAAAAA4AcN1dLy/0mf/kJ6aZz0RKb0ztHSwrs3BT8RHiljnLTbL6T9XpeOWSft94o0+EopfTTBD9ALrG3X8uXLfU7WmtvYJP1Pf/pTTZ482S26t85MNi9rLd1aW7x4sZuzXbBggR577DFXkXLRRRe5y6xNmFWqWEDx3//+17Upmzlzpm6++WbX5clcffXVbq733HPPdbf/5ZdfulZ0zeOwgMdCHJv/tWNWjXLeeee5KiTbFsS+1kKql19+2Y3Txv3/7d0HfBTl1gbwJz0hCQkk1EDoLVSpgoiAgNhBLHitYEdQ7BVQP7BeFVEQu14VFVFBVMCCShGkI71IrwklISE92e/3vJvZbCpJSLLZ5Pl7986W2d1JyO7MvOc95zAbhW1DHnnkESxcuNAkEjBpIHcWVVn6+uuv8eGHH5qA04QJE8zPPXr06EKfw+1lNhPHtvn7fPzxx02pOOv3aQX/hgwZgnHjxmHLli3md2Apyu+7JErrdflvyX9j/mz8t2SVL6nCmT8FYd8fXlhn8rvvvjMfJH6Q+eFnpJiX0NBQ/Oc//8HIkSMLjaqKiIhI+eMBLA/S27Rpg969e7t6c0RERETkbGVmACfXZpdxi1liDwA5q97aXsLNlHLrC/iGumprRQQw2SMsk+aMfXEYgJk0aRL27t2LH374wdzP9d59910TbODk+44dO5r7GRBghSZmpzDbh4EKZqZYGDSaOHEiHnroIdPiIzw83PQJuuyyyxyBhZ9//hlPPvmkeQ2WgWOvHiuo8fDDD5uMo6ioKPM+DDwwiMCMmMcee8xsC4NYrAw1ePBgR4DnlVdecZSHY88evn9cXFy5/W6ZyfTll1+aoBZ/dwyM8WcoDMu5cRu5rcyy4frff/+9yaRyxkDMJZdcgj59+jgym4r6+y6p0njdO+64A3/88YfpdcR/G/Zt6tu371ltl7iGh62cC/rxD4fBnqNHj5rbfHur2Vi3bt3MF8gVV1yByurAgQOm5N3+/fvRoEEDV2+OiIhUEUz59vPzM+nmtWvXLvLzuF/mLKExY8ZgypQpZbqNIiIiIlIGOOwTv8Me6DEBn9/tpd2cBdQD6gywB3tYzq1ahKu2VqRMxteSk5NNMILViNgPtarhwH2nTp0wefJkV29KhcIxaSYsMENHxF0U5/usTDN/LIz2MoWOkcfFixebgI8Vc2LUmF/UXIdpaEOHDjWRXkZcq+KXsYiISGljidUlS5bk29jxTOrWrWuWhw/nauwrIiIiIhVXwh57kOfoQvsy6WDOx32qA3X6ZWf3MNMna2KuiIiIVA5lGvxhWh8DPgz8MEXMCvgwhW/48OG4/fbbTbZPfHy8mYnM8nCsrzh37ly8+OKLpj+QiIiInB3nlHk2pywOq7SAgj8iIiIiFVjiwaxgT1bA5/SenI97+gLhvbIyewZk9eopl/nAIiIi4iKlvqc/dOgQPvnkE3z88cfYuXOnuc8K+vTs2dMEfK677jpUq1bN8RwGg+666y7zGOtEzpo1ywSDFPwREREpveAP97es7VwcCv6IiIiIVEDJ0cDRP7Ize+K353zcwxsI6wbU6W/P8GHgxzvAVVsrIi7GNhySVzl3QxFxz+APy8nMnj3bZPn8+uuvyMzMdHx42FTqpptuMoEdNosuDAek2ByMwR82KhMREZGzFxsba5YhISHFfq4V/Dly5EiOPn0iIiIiUo5STgDRf2Zn98RtzPm4hydQo3NWKbd+QK3egE+wq7ZWREREKkvwhwND1sCSNTA0cOBAE/Bhw6zi9BcICwszy/T09NLYNBERkSrP2keHhoYW+7lW8CcxMdGUaS1u2TgRERERKYG0U0D04uwybifXccQl5zqhHbIze2r3AXyLf6wnUpVwrJF9x0+fPo2MjAzTa7xx48YIDAx0jGmyotGxY8fMukFBQWjUqJF6kotI1Q7+nDx50iwbNGiAESNGYOTIkebLsSRq1qyJCRMmlMZmiYiIiFPZt5Jk/rBMKwM+p06dMqXfFPwRERERKQPpp4GYpdmZPSdWAbaMnOtUb5Od2VO7L+Af7qqtFXHLcyJWM2jSpAlatGgBb29vJCcn5yiLzcejo6PNOr6+viYQtGPHDrRt2xaenp4u3X4REZcFf4YOHWqyfAYPHnzW5WBq1Kih4I+IiEgp4qw1Zv1wgkVJfPbZZ2bWGyd5iIiIiEgpyEgGji3Pzuw5/jeQmZZznaBmWcEeZvf0BQLsGdkiUnzvv/8+evXqZc5prEwePz8/x+PM+mHgh5UPrIoJzApav369qaRQ0nMpERG3D/588803pfEyIiIiUgauu+46cylpM8vLL7+81LdJREREpEpJT7QHe9i3J/oP4BiDPSk516nWMLuMGy+Bka7aWhG3wdLUrFJgYUDHOahjWbhwIfr27Yt9+/aZktbM7KlVq5a5WP3M09LSclQ6YHYQS8IlJCQo+CMiVTf4wzJvzPiZOHGiozfAmcTExOCxxx4zz/vggw9KYzNERESkEGebnSsiIiIiRZSWABz7KyvY8ydwfEXezB7/uk6ZPf2AoKY8YHPVFou4paioqBy3WU3omWeeybMee/0wiBMREWGyf9j3h4EgniOFh4ebwI8V8HHGPubWYyIi7qZUClZ+/PHH5mL1/ikKRuWt55XU1KlTTQom0zV79OiBFStWFLr+119/jdatW5v127dvj59++inH45wRPX78eBPACggIwIABA0xtT2dXXHEFIiMjzWtwvZtuusnUABUREamsNm7ciHfffRe//PKLqzdFREREpGJKOwUcmgesexxY0BOYVQP4/SJg0/P2Xj4M/AREAI3+A3R/F7hsGzD0EHDeDKD57UBwMwV+REpg8+bNpp+PdXniiSfyXY9jfsz2qVu3rulramX9cHK6iEhl5bbdyr766is8+OCDJqK/Zs0adOzYERdddJGpz5mfv/76C9dffz1uu+02rF27FkOGDDEXDmhZXn75ZUyZMgXTp0/H33//bVI7+ZpsAGfp168fZs6ciW3btplyd//++y+uvvrqcvmZRURESoL7t4EDB5p9Z0nMmzcPd911F/73v/+V+raJiIiIuKXUWODgD8Cah4H53ezBnj8uATa/BBxfDtjSgWqRQJObgR4fAJfvBIbsB877HGh+B1C9pYI9IqUgODjYlGqzLvmVfCMGepjF44wTu1nujazH2C/VGbN+cj/PFY4cOYIxY8agadOm5mds2LChKc/922+/lcrrc3K+1euoMMyq6tSpU6m8p4i4Sdm3krACKgV9KZ/Ja6+9hjvuuAMjRowwtxmw+fHHH/Hhhx/i8ccfz7P+G2+8gcGDB+ORRx4xt//v//7PzGB+6623zHM5A2Dy5Ml4+umnceWVV5p1OMhVp04dzJ49G8OHDzf3PfDAA47XbNSokXkvBpEqys5AREQkNzYp/fXXX3HxxReX6PlWSdfDhw+X8paJiIiIuImUE0D0ouwybifXMZcg5zos21b7guxLUGNXba2I5NK5c+c85dtSUlJMNhBxyXE9VipiZhBlZGSY8nC1a9eGK+3ZswfnnXeeCc688sorppoRf5YFCxbg3nvvxdatW126fSJScbks82fp0qVmyeBKcTEqv3r1alOWzeLp6WluL1u2LN/n8H7n9YlZPdb6u3fvNlF053VCQkJMObmCXvPEiRP4/PPP0atXrwIDP9yRcMdhXdiITkRE5Gxx0kJRsba1NSuuJFgagRT8ERERkSojOQbY9w2w6j7gpw7AN2HA4qHAtsnAybX2wE9wC6DZ7UDPT4Er9wFX/Auc+yHQ9BYFfkQqmFtuucWM0bFiECekHz9+3JR8swI77P3D6zzniY2NRWJiohkrZFCoKBkxZWnUqFFm+9juYtiwYWjZsiXatm1rKiItX77csR57GHFCe1BQkMmCuvbaa3H06NEckwJZ0cjKlurSpQtWrVqFP/74w0yuZ9k8vg8v+fVNYnbQs88+a17HWs9q53Gm984Pe8HzZ2GwjRlN48aNyxOgmzt3Lrp162aytNibaejQoY7H+O/J12AWFJMLmjdvnqOvPKs9cQIkt4njz2zdcezYMcfjs2bNMoE0tv4ICwszY8IM9hF/J927dzdVofjvz+Db3r17i/kvJ+KmmT/PPfdcvvdPmzbtjNFwfjBZKu377783XxL88BQXP6iMvucOHPF2QdFuBnbyW5/3W49b9xW0joVfLMwY4o7g3HPPxQ8//FDgtr7wwgvmi1FERKQ0Z37xwJX70ho1apxxfWviAQ96zybzJ/f+UERERKTSSDwExCzOzuyJ25x3neqtgdp9szJ7+gDV6rtiS0WkBDjIb/UHYtDHlE5r0ABhIf5Aun3Av254MGxpCdi/e6sp/8aB/xZNIuGZmQRklvIGeVUrUulHTjyfP38+Jk2aZLYnNyswlZmZ6Qi+/Pnnn2b7mRV03XXXmUAG3XDDDTjnnHPw9ttvw8vLC+vWrTOT2TmpndWQ2AedbS4KOnfkazGgwu1hZQlr4nxR3js/DEIxeFS/fn1s2LDBVHjifY8++qh5nBWeGOx56qmnTHUmJgM492+/+eabzYR9tvBgOxAG66zgDgN4/fv3x+23347XX38dSUlJZjyXQamFCxeaIB/bg7BEOt+D58yLFy82kyy5/azyxO354osvzPsy8MZxbJEqEfxh9Df3Hzw/HPzyKCquz6itVYbNnXCb2TuIEV8GdvhlwwBQfl8CbDTHSLzl4MGDiIqKKuctFhERd3f//feb2Wk8YB09ejSWLFmCb7/91uyPyivzhycenMRR0pKtIiIiIhUCM6jjd2QFexbblwm78q4X0s4e6KlzAVCrDxBQ/MolIlJxMMOjSZMmZjzSYNBnZnaQg6N6DOnmCOuywmNZuDYB8M4bzMlt586dZgy1devWha7H3j8MoDAAwkwYYsCEGUIrV6402TPMzuGYpvVaLVq0cDyfQRyOa1rnfgX9/hjg8fb2zrEe22qc6b3zw9YblsaNG+Phhx/Gl19+6Qj+MODFNhzOk+oZ5KHt27ebnux8b6uKE7OHLJy0z0DX888/77iPrUK4fXwuz5EZ5LnqqqtMWw8rQGid9zJIeNlll6FZs2bmvjZt2hT6+xepdD1/nMvNWEGPopSg4RcsZxAzqswPtfWhLQ6m+TFCnTt9kLcL+pLi/YWtby15nzXD2bqdu5EZ358Xpibyw88vDqZZ9uzZM8/7coDMeZCMpd9ERESKg5mmH330kZmNxNlHPLhdtGgR5syZU6Tgz9lm/tSsWdPMCGMKPveLkZGRJXodEREREZfIzABi12cHemKWAMm5yxF5ADU62oM8VrDHP9xFGywiUrxy31u2bDHjk1bwhTj5nJlBfIwBGE5OZybMp59+as4pr7nmGkdw42wU5b3z89VXX5msHVaIsoIxLBlnYWYSz3/zw8c4NnzBBRfk+zhL0/3+++/5ngPz/QYNGoQLL7zQBHzYFoS3r776alNZg+e/t956q7l/4MCB5nfFjCHn8WKRSh38YTqfM/bbYQCIqX/lkdXCepusS8moNtPwrG3ibc6Gzg8DM3x87NixjvsYHbYCNoz8MwDEdaxgDwM1f//9N+65554z/i44E1pERKQsMMOHARzuq84//3xzQMqUfO7HWJM4v/T/0sz8sWaA7d+/35R+U/BHREREKrSMZOD4Cqdgz19Aeq7+u56+QFh3oNb5QO3zgfBegG+Iq7ZYRFyBpdeYgeOq9y4CZufwfKygNhfFreT0n//8x5RTmzdvHiZMmGAybZz76JQXlmtjGTpm9TDIwswjbsurr76aI9OoIIU9Zp0DX3755XjppZfyPMYgDgNHPJ/+66+/8PPPP+PNN9805eU4Dszzbk6+vO+++0yJOwapmKXE9dn+Q6RKZP444yAQv4gYlCkvjFazWVvXrl1NAy7WpuQAGBuUEUuxRUREmJ47VrkcRoP5JXLppZeaLxQ2NXv33XfN49x+BoYmTpxovlj5QWejMdadtAJM/AJgumLv3r3NwBsjxVyHUfL8sn5ERERKw+zZs82SfX444YKzk5gWz94/PAC19lMF4XN4KWnwh9577z2Tyap0dxEREalwUmPtAR4T6FkMHF8JZKbmXMenOhB+nj3Qw4BPWFfAK6v0k4hUTaxkVITSa67ELBQGR6ZOnWqCEbkn/rG3DTNseJ7GyXq8WBk47HHEx50n6rOKES8PPPCA6XnDIAeDPxzTZX/1M8lvvaK+tzMGXVhujQEXC9trOOvQoYOZpG+N9TrjOTEn5LPHkFX2zVnnzp3xzTffmPNmlqnLj9WLnhdOruT2fPfdd472HSwbxwtbenDcd8aMGQr+SNUM/nDwqbyxaRgbtPHDyVnIzNZhNLZOHXsNXtax5ECXhWXm+CFlpPbJJ580AR4OprVr186xDmtKMoB05513mi8oBnn4mlYt0GrVqpnZ14yMcz1GigcPHmxeU/0PRESkrNL8WeKNmIpuHaRy/zN9+nRz0Hym4A8PootaLqAgPOEQERERqRCSDmdn9XAZ+w+PmnKu4183O9DDZUh7wNPLVVssIlJiDPwwQMHJ788995wJirBEGicCsv86S6sxAMKACLNpOEGej48aNcpMhOfE+aSkJNPvh6XNOOH9wIEDZoL7sGHDzHswSMJsGQZb2KKDY6C85Mb12NuHZdcaNGhgJhie6b3zw3FZjt1ycj7LwjEbiYEXZxx/ZWk2Trpn7x++7k8//WT64HI7mBQwcuRIUzqO28zz3ujoaFOi7d577zUTGBng4ngvg2jsn8T3e//9901CAH9WnmPXrl3bTPjnODMDWfz5mCxwxRVXmKSAbdu2YceOHSbRQMTt2KRc7d+/n0ekZikiInImmzZtMvuNgIAAW0pKiuP+t99+29x/8cUXu3T7RERERMpUZqbNFrfdZtv5gc227FabbU4zm+1z5L3MaW6zLRths+380GY7tcP+PBGptIo7vpaUlGTbvHmzWbqjQ4cO2e69915bo0aNbL6+vraIiAjbFVdcYfv9998d6+zdu9fcFxgYaAsODrZdc801tiNHjpjHeC45fPhwW8OGDc3z69evbxs9enSO38fdd99tCwsLM7/XCRMm5LsdycnJtmHDhtlCQ0PNeh999NEZ37sgjzzyiHm/oKAg23XXXWd7/fXXbSEhITnW+eabb2ydOnUy2xweHm676qqrHI9x2x944AFbvXr1zOPNmze3ffjhh47Ht2/fbhs6dKjZVp5Pt27d2jZ27FhbZmam+Vu46KKLbLVq1bL5+fnZWrZsaXvzzTfN87jdQ4YMcbwuf+fjx4+3ZWRkFPNfTaRsFOf7zIP/5+oAVFXCyDpTIJkKyQi5iIhIYTiTi7Om+vfvb2YmWZaRW5+nAABy0klEQVQuXWoyVNu2bWt67pU1ziZjBhL3XSyfKiIiIlImMlKBk2vsZdyOLQVilgLJR3Ot5AHU6Jid1VOrNxCgRtwiVUlxx9eSk5NNRgezXqwKPyIi7qg432fFKvvGgSer3IzzAJR1f0nkfi0RERHJVr16dZMqz3R3Z7yPafJnOtE5ePCgqZFcq1YtfP755yXejj/++MMEoVhiTsEfERERKTUpx7MCPezZsxQ4sRLISM65jqcvENY9O9gT3gvwDXHVFouIiIi4Be/iDvxYAZvc9/O+4iQRWevnfi0RERHJxrrJvOTex7LXnNVMszDHjh0ztaCtnnglVbduXbM8fPjwWb2OiIiIVGE8nonfbg/yWMGeU1vzrucXBoSfB9Q6zx7oCesKeGmmvoiIiEiZBX/69OmTb7CmoPtFRESkdJR0P8umnRQUFHRW71+vnr2UypEjR87qdURERKQKYQbP8VVZ5duysntSjuVdr3rrrEAPAz69gOCWPPhxxRaLiIiIVO3Mn6LeLyIiIiUXHx8Pb29vBAQE5Ps4M3rYE+icc87BuHHjCnwNCg4OLpXMHwZ/lLkrIiIi+Uo6mp3Rw+WJ1UBmas51mMFTs5s92GMCPj3tmT4iIiIi4rrgj4iIiJSf6dOn44knnsCYMWPw+uuv53mcJdi+++47xMXFFRj8sTJ/Siv4k5KSgtjYWNSoUeOsXk9ERETcnC0TiNuSldWTldmTsDPvev51nLJ6zgNqnAN4+bpii0VERESqFAV/REREKqi1a9ciIyMDtWvXzvfxxo0bm+W+ffsKfA0r8+dsy775+/sjNDTUBH6Y/aPgj4iISBWTdgo4vhI4tiyrhNsyIC0210oeQEjb7KweXgKbqISbiFQYxelXLiLi7t9jCv6IiIhUUGvWrDFLlnXLT2RkpFnu378fmZmZ8PT0LLOyb1b2jxX8adOmzVm/noiIiFTgrJ5T24Bjy+1BnuPLgdiNfCDnel7VgPAe2Vk94ecCvqGu2moRkQL5+PiYZWJiYoFltUVE3AG/x5y/1wqj4I+IiEgFdPr0aWzfvr3Q4E9ERIQJ+LAUW0xMDOrUqZNnHT7G/jxnm/lDU6dOhZeXFzp16nTWryUiIiIVSGoscHyFPdBjLn/nk9UDILCxvUcPgzwM9oR2ADzPPPAgIuJqPI9hJYPo6Ghzu1q1aupjKiJul/HDwA+/x/h9xu+1Ug3+FOUFi4tftOnp6aX+uiIiIu5sy5YtZsfOkm/5BXWsWR7169fHgQMHsHfv3nzXe+SRR/Dwww+Xyr62f//+Z/0aIiIiUhF69WzOmdXD3j15snoCgLBuQNi52QGfAHsPQBERd2T1MbUCQCIi7oiBH+v7rFSDP6qLKSIiUj42b95slm3bti10PZZ+Y/CHfX+6d+9e4ESLoqQDi4iISCWUcgI4/nd2Vg8zfNi/J7egZtlBHi5D2yurR0QqFZ4X1atXz0ywS0tLc/XmiIgUG8d2ipOgU6zgz4QJE4q/RSIiIlJsmzZtMsuoqKgzBn/YGyguLq7Mt2nHjh347bffzMnSVVddVebvJyIiIsWUmQHEbcyZ1cPePbl5BwJh3Z2yenoA/rVdscUiIuWOA6dlUd1IRKSiUfBHRESkAurWrRtuvPFG9O3bt9D1PvzwQ8yYMaPAetWTJk3CunXrcPfdd+PCCy88q21avnw57rnnHgwYMEDBHxERkYog6bA9k8f061luX6Yn5F0vuGV2Rg8vIW0BT7UAFhEREanMdLQnIiJSAV199dXmciYBAQGFPr5kyRLMnz8fl1122Vlvk1VT9siRI2f9WiIiIlJMaQnAiVXZwR6Wcks8kHc972B7Jo9zVo9fmCu2WERERERcSMEfERGRSuz06dNmWa1atbN+LdbHpsOHD5/1a4mIiEghMtPt5dtMRs/f9uWpzYAtM+d6Hp72LB5Twq27PdhTPQrwVDkjERERkapOwR8REZEK5uTJk4iOjkazZs3g7V34rpqBmFGjRpmePwsXLszzeGJiolkGBgaWWubP8ePHkZqaCl9f37N+TRERkSrPZgNO77Vn8lhZPSdWAxlJedet1hAI65Ed7KnZBfAJcsVWi4iIiEhlCv4sWrTIcb1Pnz753l8Szq8lIiJS1f3000+m30+/fv3yDeg4Y3Bo9uzZ5npaWhp8fHzyzfwpjeBPzZo1zfulp6eb4FSDBg3O+jVFRESqnJQTwPGV2aXbuEyJybueT/XsII8J+HQDAuxZuCIiIiIipRr8YdNpNpTmhQM/ue8vidyvJSIiUtVt377dLJn5cyZhYWHw8vJCRkYGYmJiUL9+/TIr++bp6Yk6derg4MGDpu+Pgj8iIiJnkJEMnFyfM6snfkfe9Tx9gNCOObN6qre0l3UTERERESmPsm82pqQX437JH2dni4iI5GfHDvugUMuWLYsUkKlVq5YJxhw9ejRP8Kc0y75ZfX8Y/FHfHxERkfz69GwGTqyyX5jdE7seyMzn3C+4Rc6snhodAS9/V2y1iEiV8+KLL+KJJ57A/fffj8mTJ5v7kpOT8dBDD+HLL79ESkoKLrroIkybNs1MfhMRqRLBn99//71Y90vBZs6ciccee8zVmyEiIhU486dFixZFWr927dom+MNSbLlZwZ/SyPyh1157zUz4aN++fam8noiIiFvKzADit9sDPFaw5+S6/Pv0+NVyKt3GZTfAr6YrtlpEpMpbuXIl3nnnHXTo0CHH/Q888AB+/PFHfP311wgJCcHo0aNx1VVXYenSpS7bVhGRcg3+XHDBBcW6Xwr2xhtvYOzYsfDz83P1poiISAXCwIoV/ClK5g9Zs9GY+ZNbQkICkpKSEBAQUCrbd/7555fK64iIiLgNVrlI+DdnoOfEGiA9If8+PTW7ADW72pcM+AQ2Yr1zV2y5iIjkOje64YYb8N5772HixImO++Pi4vDBBx9gxowZ6N+/v7nvo48+Qps2bbB8+XKce+65LtxqEZGSc+sCwlOnTkXjxo3h7++PHj16YMWKFYWuz+h969atzfqcscyG2rkH3MaPH29K2nCQbMCAAY7SO7Rnzx7cdtttaNKkiXmcvRgmTJiA1NTUYm87y+VwxyIiIuKM2Tvx8fGmJ15Rev5YmT/Wc/MrC8eSb1yKiIhIUQI9e4B9s4B1jwO/DQBm1QTmtgD++g+w9TUgepE98ONVDajVG2g1Fuj1OXDZNuDqk8CFC4FzXgYaXQcENVbgR0SkDPHc6dSpU44LS7YV5N5778Wll15qxvucrV692rRncL6f44eRkZFYtmxZmW6/iEiF6vmTn+eee84sR40ahfDw8CI95+TJk3jzzTfNdQZciuurr77Cgw8+iOnTp5vAD2t0sh7ntm3bHINgzv766y9cf/31eOGFF3DZZZeZaP6QIUOwZs0atGvXzqzz8ssvY8qUKfjkk09MgGfcuHHmNTdv3mwCRlu3bkVmZqZJD23evDk2btyIO+64wzTT/u9//1vsn2HSpEkYOXKkeW0RERGysn4aNWpU5OxQZv5wUkJhJzqlZdeuXViwYAFCQ0PNflVERMStAz1Jh7L681gZPauAlGN51/X0A2p0smf0sGwbl9VbA55erthyERHJEhUVleM2J2k/88wzedZjLx+OAbLsW24soe3r62vOcXKfZ/ExERF35WFjustZ4mxizlDesGFDni/dgvz777+mlwGfl5GRUez3ZMCnW7dueOutt8xtBmUaNmyIMWPG4PHHH8+z/nXXXWeCND/88IPjPqZtdurUyQSQ+Gtgk2w2d3v44YcdaZ/8ov/4448xfPjwfLfjlVdewdtvv20Gw4riwIEDZjvr1q1rdiAs/3bfffcV++cXEZHKifvHTz/91EwMyG9/lp/09HR4e+edz8H9DJuY1qxZ0+yrSsO3336LYcOGoWfPnmZihYiIiNtIOmIv12aCPVkl3JLzGdTz9AFCO2SVbmOwpysQ0tZ+v4iIVAjW+BonbEdERDju5wS63JPo9u/fj65du+KXX35x9Prp27evGRPkZHJOEB8xYkSeyXTdu3dHv3798NJLL5XTTyUiUgEzf8oby6wxJfOJJ57IEYBiemZB6Zi8n5lCzpjVM3v2bHN99+7dZpDMOcWTDd4YZOJzCwr+MEDEQbWCcMfhvPNgOipxMI7bz0wkZg+VVi8GERFxbyz1lt9MtcLkF/ih48ePY+bMmSYrt7SCPyyNapUvFRERqZA4vzFxvz3Qc3JN9jIpn32Xh5c9sGMFebgMbQ94qTqDiIg7CA4ORvXq1Qtdh2OILJHduXNnx32ciL5o0SIzqZyVDTjWGBsbmyP7hz1VOXlbRMRduSz4w1qa5ONT/NlTx44dM1/SVoNrC2+zNFt+GNjJb30rfdNaFrZObjt37jSl6wor+cbgzrPPPptvJtJvv/2GW265xaSWioiIlLbExESzrFatWqm9pnXyw30js2aZwSsiIuIytkwgYVfeQE/K8XxW9gCqtwJqdssO9LCUm3fp7SdFRKTiufDCC021ImfM9GFfn8cee8xkEHF8kuN0rHJAbCuxb98+U/FARMRduSz4s27dOrOsVasW3NHBgwcxePBgXHPNNSZzpyDM7nHOOOLzWBqPOxWmm4qIiDhbvHixKUPauHFjeHkVrY/A3r17TdlTlkB1Lm/KcqelHfyxJkkkJyebhqrMkhURESkXmenAqW1ZQZ619uXJtUDaqbzrenhnZfR0Bmp0ti9Zys0nyBVbLiIiLs4Osvp9WwIDAxEWFua4/7bbbjPjd6zuw0winl8x8MOWESIiVSr487///S/f++fMmYNVq1YV+lyWQGM/gw8//NDMFmbfnuJi+RoOiDH90llh6Zi8v7D1rSXvs0raWLdZA9TZoUOHTM3PXr164d133y10W3PXGuVAWX40e1pERBi8GTRokAmsMLuUJeCKgqVP586da8q/Oe9PrMwfntiUFgaSeDLE/RmzfxT8ERGRMpGRCsRtys7m4SV2PZCRlHddTz+gRsfsIA8vDPyodJuIiBTR66+/bs6rmPnDsUu2ipg2bZqrN0tEpPyDP7feemueQAUHm55++ukivwbX55cqe98UF8ukdenSxaRjDhkyxDFgxtujR4/O9zmM1vPxsWPHOu5j5o2VvtmkSRMTAOI6VrCHA1t///037rnnnhyZOwz88P0/+ugj8zOcbfm7999/3wSRWGuUsxFERKTqNi1l4IfZoY0aNSry82rXrm2W6enppk51jRo1yizzhzhJgvtI9v1p1apVqb62iIhUQelJQOw/OQM9cRuATHup8By8A4Ea5+QM9FRvDXgWv5y4iIhUXX/88UeO2/7+/pg6daq5iIigqpd9Y/CmKPcVFLxhxg9Lol1wwQUlen+mYrJfTteuXdG9e3dMnjzZDHKxZifdfPPNiIiIMD13iEEmvterr76KSy+9FF9++aXJUrIydxjMYmBo4sSJaNGihQkGjRs3zpTesQJMDPz07dvXDMixz09MTIxje0raAI7vy9kFO3bsMP2DnnzyyRK9joiIuL/t27ebZdOmTU0WT1Exw5QZOHFxcSZj1Qr+lEXmj7XPYw3sgnriiYiIFCg5Gji5Hji5zn5hNs+prYAtI++6PqHZAR4r2BPcAvA4uwl4IiIiIiJVQYmCP7t3784R8OEgFYMYCxYsMIGTgnAdRtJZU7OofQwKct1115ngy/jx483gE7N15s+f7+hFwKZszlk5LNE2Y8YMk53EAAu3c/bs2Tlqfj766KMmgHTnnXeamdO9e/c2r8lttjKFWIaHlwYNGpQo8JUbB/cmTJiAG2+80QSURo0ahdDQ0BL+VkREpDIEf1q2bFmikqgM/hw/nt3g2gr+lHbmDydWMMuobdu2pfq6IiJSiWRmAAk7s4I8WcGe2HVA0uH81/evDdTokjPYE9iIJ5HlveUiIiIiIpWCh62kUQsnDLIwsLNhwwZERUWVzpZV4pI+DRs2xP79+x0BpIyMDHTo0AGbN282galJkya5ejNFRMQFHnjgAZPJ+tBDD5kJAcXBLNiVK1ea3j+XXXaZuY8BGgaAuKtXbx4RkdJ14sQJUwKzcePGOcpjczJa586dMWDAADPprUpIPw3EbsjO5mGwh2XcMuyTEHLysGfvmB49nYDQTvbrAfUV6BERkbMaXxMRkVIq++aM/Xak5JgFxYDP0KFDzaAf+xaxn4KIiFTNzJ/CsmgLYpV642Ckc3Zp9erVS3ELRUSqNgbTf/75Z1OumVUPmL3PPqDECgKffPJJjglygwcPNuWnBw4cmKdnqlvivEFm7ljl2qxgT/wOPph3fa8AILSDPcjDAA8DPaHtAZ8gV2y9iIiIiEiVUirBHzl7V155Jc4991wsX74c//d//4dp06a5epNERMSNyr7VrFnTlHdLSUlBWWMPvO+//x4+Pj64/fbby/z9REQqgvXr15seoc4Noo8dO5ZjHfYXZYnoJUuWmKoIP/30k7n06dPH9Bpt1aoV3EZmOnBqW3a5Nqt0W0p239McAuplZ/GYYE8nIKg54Hl25b5FKiL2EN66dasJ+rKnMUvFMwOBE3hYDcWalCMiIiLiVmXf2N+nWG/g4WEaTXNQiqXNLrzwQlxxxRWVY+ZbKael/vnnn+jbt68ZTOPjVv8iERGpGtibbsuWLbjvvvtQq1atYj2XJURz99P7+OOPsXjxYlx11VW49NJLS207Fy1ahAsuuADNmzfHjh2c7S0iUnkxqP7YY49hypQpJvOHg7x33XUX7rnnnkKDOfx+nDp1Kt555x0kJydj+vTp5nkVUnK0vUwbS7eZC69vBDLzmVDg4QVUb5UV6LEyeli2TecuUvmwhC4Dvps2bTJZfBb2B166dGm+z+HxGDOxlX0tUrZU9k1EpAyCP1Z/n+I8LXegp0mTJvjwww/NDLiq5kw7p/Hjx+Pyyy9Ht27dXLJ9IiJSeYwcOdKUI3r++efxxBNPlNrr/vvvvybwExAQYGa8VtUJHSJSNTz11FPme5SuvfZavPzyy2jUqFGRn79v3z689957eO6551z/fZmeBJzanNWf5x8gLivQw+BPfryDnXrzZC1D2gLeAeW95SLlisEbBm95OXr0qCmle+TIEUcfL34P7Nq1C8HBwUhLSzPHQ3v27DFZ3OHh4Vi9erXjtUaNGoX69eubgHGV6QMmUg4U/BERKYPgDxuaFuekhS/PA6HY2FgzK9l5NgybUrMOdlWinZOIiJSX4cOH46uvvsIbb7xhsolKS1JSkikxZw2OqLSJiFRmcXFxuOiiizBu3LhSyaKMj483PT5ffPHFsuvzacsETu/JG+Rhbx4+locHENzc3p+HPXnMpSMQ1ATw8CybbRSpgPj5ZLCXfb04jkEM2FxzzTV4+umnERERUaTjJE6QIQaO+ByOhfDYieVymUnIYJCInB2Nr4mIlEHPH85mKYnU1FRTJ/vTTz81pQ84O+aGG24wr8fZMpIXDxRV+k1EpGrgPjImJgbt27cv0Xc/y7u99NJLpgQRe06QNWhhBWpKCwc0WM6VgR/2/1HwR0QqG/br4fcxhYSEYNmyZaWWtcPZ/59//rkp+cxLcbKI8pV6MmeQxyw3AukJ+a/vF5YV5LECPR2AkCjAO/DstkPEzfFzPmzYMBw+fNjc7tixownUXH311aY0e1FZgR9i6TdmYb/++utYu3atKR/5/vvv49FHH8XDDz9sSuSLiIiIlJVym8bFJogsZcaDnXnz5pm0aWYD8cBH8uJBZmRkZI6GsiIiUnmxF8TAgQPNfrIkTp48iR9//DFH/fnExESzLIuBBWvmK4M/IiKVyQcffGAGfV955RXHfaVZru3ZZ581TeH37t2LAQMGmFJSRZKRag/y7P4cWPc48PslwOyGwKyawK8XAKvHADvfBY4vtwd+PH3tZdqa3Ayc8wrQbwEw9BBwVQxw4UKgy2Sg2W1AWDcFfkQAU9KWx07sczx79mwTrLn++uuLFfjJLxB00003mTJwv/zyC3r27Gne45lnnjETdlatWlWqP4OIiIjIWWX+lIb+/fvj5ptvNn1/GAh64IEHXLEZFRpnazNbikGg5cuXu74+uIiIlCk2BqeWLVuW6PlW9g2zcSxW5k9ZBX84M17BHxGpTD777DPccccdpnQ1+5txWdrH4c2aNcPChQtNw/idO3di0KBBZsIXMyqNzHQg4V8gbhMQu8mexcPr8duBzLT8XzSwERDSHqjRIXsZ3ALwLPmgtUhVsGnTJrRt29Zcr1WrlgnQMOvP39+/VN+H3yMM9l544YWYNWuWOc9PSEgw/ZBFREREyorLCjhfccUVjoMtyYv1hDlYt2LFCsycOdPVmyMiImWMDYKJs8FLwho0dA7+WJk/hZV9W7duHa684mKzLA5l/ohIZfPdd9/h1ltvNQGfe++9F2+//XaZTcBib4Lffv0F57arhcY+G/DNc12RueR64KdOwMwg4IfWwOJhwIbxwL6Z9uAPAz8+1YFa5wEt7gG6TQMGLgGujgWu3AP0nQt0nAQ0Hm4v46bAj0iB+DlnuVwGevjZt7BaSWkHfpzxO4X9gzZu3IgFCxaYfkKWbdu2ldn7ioiISNXkkswfspqxOQ9SSba6deua2UDjx483yyuvvLJMD0JFRMR12BiYjUpLI/jD8m+ZmZnw9PQsUubPN998g+/nzkfHTt3QqVOnIr/f2LFjccstt5iSJSIi7o69d4YPH26asjMAxBKcpRb4sdmAxH1ZWTzZmTzN4rZg2RP2ID2wG9i3O/s5XgH2AE5IWyCknX0Z2haoFsnR49LZLpEqKjk5GSNHjsQXX3xhbrPSxtChQ8t1Gzgx55xzznHc/vLLL01P5HHjxpmLl5dXuW6PiIiIVE4uC/6kp6fbN8DbZZtQ4T300EN45513TD3wN954wwSBRESk8mb9MIATHh5+VmXfGPiJj483DcpZX54BoMJec95Pcx3L5557rsjv165duxJtp4hIRfwO5sAvSy5fddVVeO+990wAvURBnqRDWQEelmzLKtcWtxlIj8//OZ5+iEM9LFwdg+6DbkVEm0H2QE9QE8DDZUUaRCqtuLg4M7GSAV+ORTDQe88997h6s7Bs2TJzDMeeYCwDyeoftWvXdvVmiYiIiJvzdvVAF+vqSsGzgV544QXTH2nSpEkYMWKEDgBFRCohq8wHs2hKOtOc2aFsKswsImbVMvgTGhpqLgU5evQoVq9ZjwE9gV+XrUN0dLT2MyJS5bDHB7Mme/ToYXr+nHFymgnyHAZObbEHdqyePMzsSYvN/zke3kD1VjmzeHg9qClCPL1x8ZBkZfmLlDEe9wwePNiUug0ODsbs2bNNP+KKgJM9u3fvjrvvvtsEpnj9+++/R4cOHVy9aSIiIuLGXBb84YkVB7hYU1cKxtRvHghu2bIFq1atwiWXXOLqTRIRkVK2detWs2zduvVZvQ4zhziAycyfomCteXr9caD9lfbbN910U5GeyybFn376qRlIeeaZZ85qu0VEXIn9fRj4Pv/8800Q3SEzAzi9xx7gYaDHBHu43AqkxeX/Yh5eQHCLrHJtWZfQdvb7CunB4xz4YS8QNoEvrGSniBQ/4+eCCy4wE274eZ8/f36OsmsV5dy/S5cupj/yjh070KtXL3z++ecmU0lERETEbYI/bKz4888/m+DPkCFDXLEJboMlJz755BNTzqd+/fqu3hwRESkD1113HRo2bGgG+87G7t274ePj4yivygFNDmQyizTHgGaWn376EV3beaFdywx0aedtbhc1+MNGyaNGjXKUKeUMWhERd2L1R0NGCq4Z2BqIWwRssAI8vGwDMlPyfzJLsgU1y9uXh9k9Xn4l3iYe9991113mu5jl50SkdFSvXt0EVdhb57fffitxj8WyxolA7EF07bXXmu1kScpNmzahTZs2rt40ERERcUMeNo7eFMO+ffuK9QZ8eZagOXLkiOk9wIOtNWvWmPujoqLwzz//lKymtps6cOCAGeBjY+8GDRq4enNERKSSYvYPBzpoyZIleYI/3A8PHNgfo4efwnP3AePeAKbNrI6ff15YYOm5OnXqICIiIk+mEQcluE8XEanQ0k4BcVtNYGfnmrk4sm0herQJgU/KPsCWmf9zvPyBYJZrawNUb5O9ZCbPWQR5CvL777/jwgsvNN/Rs2bNwrBhw0r9PUSqKn6uWBo3LCwMFV1aWhruv/9+c6w1ceJEV2+OSIWk8TURkTII/jBQU9J+BBa+JVOtFy9eXGFn3FTUnRNn/3CW4sCBA8tk+0REpHJg/x4Gawrj7e2Bv7+0oXNbYPUm4NzhHkhPL/iw4OLBF+Kneb86bnfq1Anr16/HvHnzTA19ERGX46lNcnSuMm1Zy6SDBT/PJyRncIdLZvVUawR4epXnT4Ann3zSZGyyN+rmzZsRHh5eru8vUlmcPn0aL774Ip566im37anFsRNr/IUTbtgX2M+v9APPIu5IwR8RkTIq+1bMeFHON/T2xjXXXINXX30VdevWLfHrVEXMmrr++usRGRlpegDxwE9ERNzb8ePHzexuZs6w38TZeOeddzB37lz85z//wXnnnee4nwm2j4wErs0Vn6kZakPjrESeLm2BHfNtOOHUq5x7+6/nA698yCyfUIwYeVeO53N/xOBPcbOCxfVSU1Oxd+9ekyHGwTEOLqukjLiVjGQg/l8gfpu9PJt14e3UkwU+zeZXF6t2JGDFtgQk+jTC2PHvwCesA+BfFzjLCW6lhX3U+F3O3j+c+c+eHyJS/MwZlk776aefTBD1m2++gTuyAj/cV1988cUICgrCt99+68juFhERESnV4M8tt9xS7IMVlpphunKHDh1Mk0Vm/UjxsUYxB9o4yMbZgP/3f//n6k0SEZGztG7dOtx9991o2bKlaUJ8Nji48eOPP6Jjx47o3LmzuS80NBQXXtgPL73/Hf7d74Gp42yoXUC1EwaCrGBQ9HFg1HMe+OZnG4YNG4pp06bn2X9zn0QK/lR8KSkpZgCMA8orV67E1q1bTV8oy6WXXooffvghx+AzG2Ezo0szjMVlOOEs6VB2UMc5yJO4t+BSbfAAgprkzOTJuj7mwacxdepUE/Bcs2YxfBo0REXj6+uLDz/8EOeeey5mzJhh+sLxPEBEij5Z9Y477jD7PY5FPPzww3B3PMZjmd2EhARTGnLBggVmjEVERESkVIM/H330UXGfIqWEmT6vv/66qf398ssvm0Bc8+bNXb1ZIiJyFjgIT61atTrr17JmgcbFxZl+e9a+Y9asbzFz5kzce+9daHtFPKaNy8A1hVRpmzkPGPV/XvDwCsZXX71jZs7mR8Ef95GcnGwGkDkT2sK/DQYHuXTO+jl27BieffZZcz0kJMRkbDP7oF27di7ZdqkC0hKA+O1O2Tvbs5fpCQU/z6e6vR9PdadLcEt7Px7vvBnyDHAy8EOffvqpKRVTUXXr1g0PPfQQXnnlFTNBoE+fPubzKiJn9vTTT+OTTz6Bl5eXOf7p2bMn3B2/E9gTjJMyVq1ahf79++OXX34x5SFFRERESrXsm7jO0KFDMWjQIPz8888YO3Zsjlm6IiLifqxsn9atW5/1a3Ggnk6dOoXExERznTNeiQGcvn37YsSIW3Hdg/PQrwcQXiPvaxw7CQx/CLj44kH46KOPC83WVfCn4lq9ejVmz57tyBLm38bNN9+M4OBgM2OY2dgc+M6vjyMDRGPGjDElcg4dOoT333/fXC677DKMHz/eDECJFFtmBpC4L2d5Nut6Yb14PLyAwCa5AjxZS/86RS7VdvToUYwcOdJc5zG0O/QpYxB2/vz5GD58OAIDA129OSJugWUSn3/+eUc5XO67KouuXbvizz//NPtxlt3lcd2vv/6KevXquXrTREREpILyhJvirL3GjRubxo09evTAihUrCl3/66+/NgNrXL99+/YmBTx3ajgHNHjgxIGyAQMGYMeOHTnWmTRpEnr16uWYKesKHKSZMmUKfHx8TGmfOXPmuGQ7RESkdDN/SiP4k1/mjxX8IQZy2rfpgJBAT9QooFQ87w8N9kKXLl3PWKaVs04XL16sfhQVyOHDh02QhwNEEydOND0CLQzgMIOYA2EM3OUX+CEeC/FYg0E9zjJm5g/X5YST7t27m2MqkXyxDFviQeDoH8DO94C1jwKLrgJ+bA/MDAS+bwr8cTGwZiyw423g6MLswI9fOFDrPKDpSKDTS0Cf2cClW4BrE4ErdgB9fwA6vwo0vxOocwEQULwePQyKs98ozwNYPtkd8Pt7zZo1ePLJJ82xv4iceeLD7bffbq7zc3Pbbbehsmnbti0WLVqEiIgIUwqOZfXZ7F5Ezoz7f05i4mQonucMGTIkT9ltZsvfe++9CAsLMz22WHmHE0hERNyVW2b+fPXVV3jwwQcxffp0E/iZPHkyLrroIvOlnd9A1V9//YXrr7/efNFzwIO1s/klz5Mpq4QJy6hxoIPp4U2aNMG4cePMa/KAigEjqzkyB0CYNv7BBx/AVVgaiGUgXnzxRbNTYqBKswFFRNyTdcJRmmXfOMh5/vnnY+/evWZyg7PZX8zCRednwsvLfpsPn4wDambNaeD9A8/LwLyf5uK5554r9P24z1Ufv4qB/85ffPEFRo8ejZMn7c3ub7jhBkc2WEmwXA5nFfOyfft2Mwlm4cKFpuG0VPU+PIeB+B32S8LO7OvxO4EMe+A5X56+9pJsLM2WO4vHr2x7V7Ro0cJMFouOjnYc27sDb+/s0zWrbKMCQSL5i4+PNxM1mRlTmfvjsk8kA0D8OTnh5/Tp067eJBG3wMw5jqExAMTelwwSs7IOx/2sMbUHHnjATLTmZCceR/PY+qqrrsLSpUtdvfkiIiXiYcs9KuQGGPDhl/Vbb71lbmdmZprSJSxR8vjjj+dZnzXueUDkXCKNDVQ7depkAkj8FdSvX98EVKxmkDyIqlOnDj7++GNTasEZ72O5iNjY2GJv+4EDB8y2cnZOgwYNUFKc0c3gFGvwc0dU0OxdERGpuLhv4owyq88KZ5idjXnz5uGSSy7BOeecYyY45LZ/135ENovEJy8ANw8Boo8Do57zwDc/23D1RR6YOs6G2mHAJ7OBW58Ajhw5YvaFUrHxeIQznVmmjTp37oy3337bZOmUNh4fWQElHn9NmDDB9CPhDGSpRHh6kHwkO6DjCO5YAR57WcmCy7Q1zgryWJfm9gBPtUaAZ1bkuZxwcMc5gOKuOJntrrvuwn/+8x888cQTrt4ckQpr9+7dqFmz5llNfnAXHFPgflk9+aSqOtvxtZiYGDORjUEh9tbj54l9tDhh/Oqrr3ZUaWBvzGXLlplxRBERd+N2Z0LMvmE6t/NJj6enp8l+4Zdxfng/M4WcMXDCWvjWASIHuPgaFh4sMsjE5+YO/hRHSkqKuTjPRiqtMhDcQSnoIyLivqzyogz6nG3gxznzx3m/4+zTVz81y8HnA1/9BNw70QseXsEYP/4+TJs2BW2viMfUpzMwuLd9/Z9++AkjbhtR6HvOmjXLNB5mlgnLKUn5YgCmX79+WLdunckGYAnbxx57rMwyA5wH0ziBhqXluORJ8sCBA8vkPaUsAzzROQM7jiyenUB6QsHP9fDMGeAJau50vTHgWTEyU/hdeN5555mMf547MJvNXe3atQsbN2402QysaMDy1yJix4w+KxOZVTyqCg5682JhqVZO2omKinLpdomUN46zsfKBxc/Pz1zOhMEeYsCYONbILFvnsUGW5ma5ZAV/RMRduV3whzOjMzIy8sxE5m2rb0Ju+c1c5m3ebz1u3VfQOiXFUnNs1loWnAM/nLHAuqXuVMZCRKSqYxmiP/74w1Gm62zxhISDnb6+vqYXDyc5dOnSxcwUpx/mzEXj+h6451ng219sGDbsCkybNt0MmLAEwqhRd+O6B7/DsIFAo3oe+OLtL84Y/Pnoo49MH71mzZop+OMCnADDQW0GfFiegr1+yguDTswyW7t2rZlUw+Odp556ymyTVBAZqcDpvUDCLiDh36yLdX0XkH668AAPM3WszB3nTB4Gfrx8UdGxnAsHcti/6s4773TrMpUMsLNvFyd/sQKBNYlNpKpjOXZW8OAkBGY/V1UcmL700ktNRvlvv/2mYzKpUnIHPJmZ/swzz5xxAhX3p5wkYmXPcfyP51G5e3yXxtigiIiruF3wx91wQMY56+jgwYOlPhPn22+/NSe0o0aNOmN/BhERqThYW5qNeksLZ7VbM9uZjfPaa6+ZGeIM/sTHxGP9kbVIzLAhPikEX331Lq699lrHczkoOmvWt5g5cybuvv12nIyPx/Fji5GanApf/4IHeZs2bWqW//77b6n9HFI4lqvlCWi9evXMbf47Xn755SYruDyxBAZLUd1333147733TNbRhg0bTP/E8t6WKi01NjugE+8c3PkXSNwP2DILebIHENgob3CHmTxBTQCvM8+arah++eUX8x1IH374oVsHfqxJX9OmTUPHjh0xZ84czJ0713zuRaqy5cuXm3NgqzpIVQ7+sA8QMxQ4IYOTM3799VdT5l6kKmDPHucSxEXJ+uHEN2bULlmypIy3TkTEtdwu+BMeHm4Gto4ePZrjft6uW7duvs/h/YWtby15nzWQYt0+2wOm3OmmzqmopTkIdPz4cZNlNHToUDMLV0REqjb2hiNrEH7LvC2o5VkDNQPrYP7WnwscCGUgofe5vXFxq4sQl3EMa79cix639ijwfZjxY5UkkvLpX8K+H+zv9PfffzvKvbgq2MKM43fffRc9e/Y028XsI9Zd5+C0uw+2VxgM3iQezJm5E+90PfVE4c/3CgCCmgFBTbOXwVw2swd+3DjAU1ilgFtuucVc58DwZZddhsqAE8g4qezll182QVc2e2dze5Gq6NChQ6b3LQM/XDLztCpj+WBm/DATd+XKlejfvz9+/vnncs0IFnEVVsGxyl8XxejRo01P8EWLFuXoFcSxQX6nsJ+mc/ZPYeONIiIVndvV5WAKJkvY8MDGOV2TtznwkB/e77y+NRvQWp91gflF7rwOgzQcVCnoNSsSHuzywgEhloSwBvxERKRimzRpkpmRbtWbLo3JADfeeKOZDc5BEeegQPRf0bgl7U5MuvWFMw7K14+sjzcee9Osv+n9TYWuawV/lPlT9ljS77rrrjN/MzwJZdZNRTFixAhzbFWjRg0z+7qgUrxSSPbOibXA/u+ALa8Bq8YAv18C/NAa+CoAmBMJ/NYP+Pt2YNPzwL6vgBOrsgM//nWA8J5A4xuBduOBcz8BBi4Bhh4Crj0NXLoBuGAO0OU1oNVooP7FQPWWlTLww+/BO+64A4cPHzbZaa+88goqk3Hjxpmg7549e/D888+7enNEXLY/HDZsmPmct23bFh9//LFKjgJmH2yNc7CkMPuWcExDRLKPERj4+e6777Bw4cI8PcI41si+mc5jg9u2bTPlY91hbFBEpFJk/hBnvHE2H2exdO/eHZMnT8bp06fNwAPdfPPNJuWTmTB0//33m7I6r776qqmD++WXX5pyOJypapVRYK1PNi1m/wXuAHhiVb9+fdMg1sIv/BMnTpgl+w6xuTI1b97c1NZ1FW7/O++8YwaBtmzZgscffxxvvPGGy7ZHRETOLDEx0ZTJ4gQGlikJCQkpdP3Daw9jxZsrcProadRqWws9H+yJoLpBefYHzLhISEjAlVdemSP4s3vhbnjCE00vtJdpO5Mud3XB4kmLsX/pfvPe9c7JzowtqOwbT6ic+9FJ6f69cKBr/vz5ZiIMy/NZ/8YVBY+12HOApd/69Onj6s2pWNISgNO7gYQ9OZen9wAJu4G0MwSAPbztfXaCnTN4rOtNAR/XHYdWNDy+Zz8cDt6wB0hly4zhOQeP8znxa8WKFWYfokFvqUp4rMFyTSz5xpn5PO7hrH+x4/HkggULzLEly1kNHDjQ7JsZJBOp6vjdwWMD63vD6uPDzw3Pmbi87bbbzJhjzZo1TTbRmDFjTOCHvVVFRNyRWwZ/OOs1JibGDJrxy5ql2TgYwiZsxOCM80lQr169zBf8008/bRq/MsDDk0KrqRs9+uijJoDE3jlM8ezdu7d5TZYzsfD9WMfeYpVX+/3339G3b1+4uhwem25ffPHFmDJliglyDRo0yKXbJCIihdem5qBdrVq1HPuvggY5fh/3uwnEWHb8tAOrpq/CTT/fhAbnZpcqIJ60MPhjlTvlwGfc/jic2HECHp4eaHRBoyJtX3C9YERdE4WNX2w0QacrP7yy0OAPs5c4y5QnSlK6mI3MbC6WpuC/J49hOJhTEbVq1cpcLDt27DBZaKXZ26pCSk8CTu/NGdBxLHcDKcfP/Br+te0BnsAmQFDjnKXaqjUAPN3ysL3c8RyAx+/MrKys/S44OY3lnDirXwF3qWpmzZqFDz74wHzWOanTykCWbBzU5lgGS16yHBz7AYkI8Pbbb5tl7vE7jqXdeuut5vrrr79uvl846YpZhiylyJ57IiLuysPGUSUpNwcOHDClGlgP37m2aGlhCuvUqVNN7yLOvOXBnoiIVDw8yRg5cqSpyZ67NKmznx/+GcteXWaut7u+nQnerHl3DQ6vOYyAsADcvvx21GxeM0dPCGaBNm7c2JQFYhbs4HqDMefWOYjoEWHWL6r9y/bjw14fwsvPCw/sfwCBtQLzXY/ZthzgZ2kRZuRK6YmPjzeTOTjDmbMPf/rpJ5x33nlwB/yb4EzJ6OhoM1jHiSluKyMZOL0fSNxrD+jkCO7sAZLtM0cL5VsjO7Bjlk3swR6zbAR45//5kuJjJiIz+ZURI1L5sB8He14x6PPII4+4enMqfNawt7e3yRgWqYzKenxNRKQy0BTCSoYNYFm7lDMZnLOWRESkYmGAntq3b1/wOjM2OAI/l759KbrebW/a2+GGDvik/yc4tPIQ5o2Zhxvm3eB4jlU+zsr8YQmDA8sPmOuR50cWaxuZVVS/a30cWnUIaz9Yi96P9853ve+//95MOuBFShdnHLKXn1XHn7XI3QWzwJh5wb8PZip89tlnJnu7wuE8KGbmJO4DTvOyN+s6M3n22QM+ydFnfh3v4FwBHaclL76Fl3aUsx8QtgY4q1ImADMDX3zxRVPFwLk5tUhlxc/59OnTTWa0FM657CWzzVkOn9lAzGQQERGRqkHBn0p4gMf6367sQSQiImf2zz//FBr8id0Ti7l3zjXXz3/6fEfgh3yDfDFsxjBMjZqKnfN3Yse8HWhxcQvzGLND6JlnnjGZFrVr18bsS2ab+yK6RRRrG1lOqNvobiZraPU7q3Heo+eZ0nG5uVNAwt2wrCsndXBGY8eOHeFOOAmFGT8so8Hyu9dff73JZLr99qJnn5WKzDQg8WDOgE7uAE9G4plfh5k51SKzAjrOGTxZS2b2qASXS8ybN89kv3/++edVriY/A6ssQc3Sm8z+F6mMOAmCAR/23mAmC6nkYfG8//77eOutt0xftG+++cYEgURERKTyU/CnEnIO/GRkZJgeSCx9ISIiFQNnq65evdpc79y5c76P/3jPj0g7nWaydfo+k7evHEu99bivh8kM+vOZP/MEf5jxw+a+6SnpOLLeXpKKWTzF1fbatlgwdoEJRu1csNPxPlJ2kpOTTSlAq0waM2jctZeSj48PPv30U9N/4J133sEdd9xhytCwZE+p4MzvtFNA4v68AR3rdtIhwJZ55tfyrwsERtoDPCzDFpi1tG4ruFMhMcuRAUaWF/ziiy+qXPCHPU0Z/GEfg1tuuUWlN6XS4TER9x0M7q5atcospfj4PblgwQJ8++23GDp0qCk/fOONN7p6s0RERKSMKfhTiR07dsyUV9m+fTvWrFljmoqLiIjrsRdPbGws/Pz8TIAmt62zt5qMHi9fL1z+3uXw9Mq/bwUzcf6e8jcOrjhoegDV61zPUfYtISHBLKM3RiMzLRMBNQMQ2qT4JYF8AnzQ8daO+Hvy31g9fXW+wR8Our7xxhs4ceKEo5GqlLx01dVXX40ff/zR/C7vvvtuuDv2XeHPwgDQf//7X1N2hn+nHKg+c2AnFkg8kHXZn//19IQibIRvVhAnV0DHcbsB4KVyue6GZYyswE+7du3w0ksvoaph3zgO4LKs4l133YWVK1c6MiNEKoNXX33VBHy8vLxMEEhKXi7vyy+/xIgRI8zv86abbjLjBWPHjnX1pomIiEgZ0plBJcZBxYMHD5omeMOGDcOvv/6qZo8iIhUAszGPHDmCHTt25PlezszIxMKnFprrvR7phfBW4QW+TmDtQEQNi8LGLzdi1fRVuPzdyzFlyhRMmzbNZFmw9Fsnr06OrJ+SlkjpeldXE/zZ/sN2xO2PQ0jDkDyzcp9//nkzyP/aa6+ZrCMpvrS0NAwfPtwEflgyrVWrVqgs+LfHvoQsTzt79mxcznIzKSfyBnOSDgCn99uXJrBzumhvwKwcE8zJFdiplrX0rw145B9EFfc1ceJEzJ8/33xemPVTVftdMqj6ww8/YN26daaskwZzpbLg/pD9rOj11183fW3l7LJx//e//5lJoZMnT8YDDzxgsid5DKcyeiIiIpWTh02dEssVAzENGzY0tfsbNGhQ5u+3ZcsWU/6CzWBvu+02vPfeezqwExGpwNZ9vA5zRswxmTr37boP/iGFD2buXbQXH1/wMXwCffDosUfh7W+f18FZ8Js2bcL/Xfx/yJiXgfOfOh/9J/Yv8XZ90v8T7Pl9D/qM74N+z/bL8RgPJcLCwnDy5Ekz+OhuvWkqgvT0dDN7/6uvvjIBwblz52LQoEFwSyyxlnLMXm7N9NrJmbGTeXo/PJMOFq3PDvmFAQENgGoN7Rk61XJfj7D345EqhUGfSy65xHz/fPzxx2fOJKvk2MeDmT8s/8zv/sjISFdvkshZ4d9xz549Ta+4O++80/T80Xls6eD3JjMln3jiCRMQYpUQHjeKuJvyHl8TEXFHyvyp5Nq0aWPSu9nQ8YMPPkBUVBQefPBBV2+WiIjkg/15/pjwh7l+3uPnnTHwQ+wJVL1BdZw6cAq7ft2Flpe1NPezrwol7ElAAAJQt1Pds9q2rnd3NcGfNe+tQZ+n+8DLx8vxGAdjuH9ZunSpmXSg4E/xsD8fy7Aw8MNBGNbjr5CBH1OGLc4e1LECO9b1HLcPA7b0Al/GOf8mKTMIxxID0KBlD3gENswZ1DEBnwaAtzLJJKe9e/fihhtuMAOYDHhU9cAP3X777fjkk0/w119/4bHHHjOZUCLuiuXIrrjiChP4ueCCC/Dmm28q8FOK+Lt8/PHHER4ebgLGCvyIiIhUXgr+VAEXX3yxKQfBoM/DDz+MiIgI0wtIRERcM9DPUpzt27c3A3Q86bawdFvcvjgE1w9G99Hdi3wC32pIK6x8ayW2fLcFGc0yzGzO3bt3m8cTdtuDP7Xanl3ft9ZDWpsycwmHE0z5tzZD2+R4nL2LGPxZv369KV0mxWtkzX4d7NPx9ddf49JLLy3/DUlPLDio43xfRlIRX9DDXmotoL5TQCdn5s7OQ0loFdURmZkJuP32upg+/U3T00HkTKpXr45evXqZckXsNyb23lqc6MVSeCy/KeLONm7caMrjskzurFmzVLq8DIPGubOt2J9PmYMiIiKVh4I/VQRrf+/atcvUAb/vvvtMJlBgoEqkiIiUt3/++Qdz5szBwoULMWHCBMf9KfEpWDxpsbl+wYQL4BPgU+TXZCCGwZ/t329Hw1ENzexvi0eyBzx9PFGzec2z2m4vXy+cc9s5WPLCEqyevjpP8Kdr166m7NCqVavO6n2qIpar4MDtjBkzcOWVV5Zyps4pIPmIPRsn6Yj9uuO2U2CHGT1Fxf46DOoERADVuHS+ZN3nXwfwLPxvuHkr4KOPPjJZT++//z6SkpJM+S41q5czqVGjhvkejY2NNT0uxa5169YmkCzi7tjbh1ls3B8wO0XKHoPpLKWZkpJivl979Ojh6k0SERGRUqCz6yqCM8PZ1JFYM1mBHxER11i0aJFZ9u7dO8cg9/LJy5EYk2iCNJ1GdCrWa7L0m38NfyQeS0S1k9VyPOYNb4S1DMtRpq2kOt/RGUteXIJ/f/4Xx3ccR1iLsBzBH2Lwh9ksKs9SNPw9Pfvss7jmmmuKXnYlIwVIPppPMMe67nR/RnLRN8armr1/jhXIcb5u3favV6pl2G6++Wb4+/ubEl6ff/45kpOTTRBMs7wlP8uWLTO9LPm5YcC0Zs2zC2pXZvwe/vnnnzFw4EDzuxJxh79ZlnurVcueqawSsuUrNTUVoaGhZpISS+1xQg/30SIiIuLeFPypQlhKhfWSnXGQhYMuIiJSPv7880+z7NOnj+M+Bm2W/XeZud5vYr9iB2q4fpP+TbDlmy2I/jsadevWNeVSyAc+qN22dqlse40mNdDy0pam7Nvy15fj0mnZ5ckYuOD+hGXtDh06ZEqMSsEDXO+88w5uuukmx2SMdlFtgOSYnMGbPMvD9mXqyeK9oU8IEFAX8M+6WNdzB3q8gxmNQnm79tprTfYGl998843p88AyP84lEUVYEpF/I7feeqvJFFOJwMJxshd/T6+++qr6fYpbeOWVV8zlp59+Qrdu3Vy9OVUyC3nJkiVmMsbcuXNNLzWW82VpTY0XiIiIuC8Ff6qwxYsXm94/HGjp2bOnqzdHRFwoLS0N+/btw+HDh83ANGcJh4WFmVrrKqlTevi7tTJ/OKvSwmyalFMpqNupLtpe07ZEr924X2MT/Nnz+x5Tq90K/jDzJzyq9Eqm9Hy4pwn+rPtoHfo+09f0ASIfHx9s3brVUcKsymPJtfR4IDk6+5ISjczEI/hj/kyE7t+EbdOewDlRDeCRwseOAbbMor8+S6o5gjn1sgM6eYI8dQDvnNlgFRHL3bHMzFVXXYUFCxaY6xyAErGC5tYM9JCQEAV+ioDZmAz+sKk79zddunRx9SaJFIjlatkHkVjuTcEf12C/n++++w6TJk3CM888Y7J/Vq5caSZkNG3a1NWbJyIiIiWg4I+LpCelu3oTzMwqDvQOGDAAX331lekDJCJVD3ts3HbbbcjMzDvwzNI6Tz/9NJ577jmXbFtlw0a6x48fR0BAgGMg7tSBU1jx1gpzvf/z/eHhWbLMC2b+0P6l+9Hu+nZYsWIFoqpHwedU6WX+UKM+jRDRPQIHVxw0293vuX7ZjzVqhEqN5dZSYvIEdAq8nZmS5yUYFuvfAAAviAXiYnOu4BdmL62WI5iTT3CHfXcqWWm9wYMH448//sD8+fMV+BEHDjzyGJXZ6swKYyaLFC3zh2Xfvv32W1x//fWmJGf16tVdvVkiebDU58iRI831hx9+GPfff7+rN6lKY3B9/PjxZnLof/7zH6xduxYvvPAC3nvvPVdvmoiIiJSAgj8uMjVqKqJ6RpmZ2k36NUGDcxvA2798/zm++OILXH311WaQhTNup0+fjjvuuKNct0FEyhdnU/LkjbPrL7/8csfsYAZ+WNKBpbp40sfSXWz8mpCQgHPOOcfx/PXr1+OJJ54wM7D5GurLUTw//PCDWXIWtvW7++3J35CRkmGCKs0HNy/xa4e3DkdQ3SAkHElAPWaC8AQ+0Que8ER4m9LL/GFAsNejvfD11V+b4M95j54H36Ccfwdu0fMnMwNIi7Vn3BR0SXa+HQOkxRX/fbwDAb/ayPQNx6qN+/HP9iM4luCBi664Cef0vAjwr20ety/DAc+qfWjWvXt3c7HExMRgw4YN6N+/v0u3S1yD//YMCnJfxL8BTlZS1k/R8DuY+3sGz3bs2GEGcZlRp9+fVLTAD0ug8jiUE5FeeuklV2+SZGG/MAZ+GIzTv4uIiIj7qtojDC6UkZ6BfYv3mcui5xaZwE+Dng0cwSDOqvbyLduTM/YZ+P77783MQM7855Kz0pkRxPI9IlI5cCCe9dM5a4+1u4kNdRn84WNN6zfF5uWbER4SDg94wL+GP6qFVYOHlweio6NNiR3L//73P8ybN89cGjRogLFjx5qgsWYTFw1nrrOkBgPudHDlQfzz6T/m+qBXB51VwITPbdy3MTZ+uRFBp4LM7aT0JMADqNmsdJuitx7SGjWb18SJnSew5oM1OPf+c8396enpZl/yyy+/mAGD8PDSCzoViuXSGJhJOV54MCfH5QSfWPz38vDKGbDJfT3H7Vom+MNsLwZLFy06YsoostzqOZdm90uS/PHvafjw4SYbaOLEiaYkkEoKVh3MXmTg5+TJk+jRo4cJXKjvRPHUrFnTfN+wx9yPP/6Ip556Ci+++KKrN0vEYHDy7rvvdgR+WGJM3/EVC4/1+R1i4XkDj/MGDRpkJpFW+Ik+IiIiAg8b9+BSbg4cOGD6IZz8IAgBviFIPOWHuKPeSDjhg6SEACSdDjDL1LRgBEU2RM2o5qjdtTVqd24Nr2q1AK/Sn2XPPwHW9LXKOvXu3dsM7KrRskjlyPR56KGHsHz5cnOb2SaDuw9Gr9BeCD0QipO7TppeM/mp3rA66rSvg9rtayPy/Eg0Or8R9h3dZwJA7CNg9ZRhcGjUqFGmoXS5Dfa7sZSUFEem1Ufnf2TKtHW8uSOGfDLkrF97+RvLsWDsAjS9pCnOfeRczOg3AyGRIRi7dyxK26p3VuHHu39EUL0gjNkxBr6B9v1Tx44d8c8//5jZvCw1VPxsnDgg9YQ9OMNl6sn8bzvuY8DnOGDLKNkP4hNiz7jJcwnLex/75/iGAh7FG5y68MILsXDhQhMknT17Nvr1yy6VJ4V/Vvjd8uGHH5rbDJqyL4RzQFoqLzYcHzp0qOn9wQkMNWrUcPUmuS1+H7OUIrN+Nm/ejJYtW7p6k6SK43HQxRdfbEoTchIRK1Ao8FPxsYzksGHDHMc2U6ZMQVRUlKs3S6owa3xt//79JlgpIiJ5Kfjjop1T3HtA9RL0X87IDIDNpwa8gmrBw78m4Jt18cvveg37IJUPL8FnHKzigNQtt9yCSy65xJwkaiaPiHt74IEHMHnyZHPd38cf54eejw4xHRCM4Dzregd4m2xDfu6TY5PzfT1mAjXs1RBRV0eh6aVN8f0f35tMwW3btpnHecC9e/dueHsrqbQoNn29CbOunWV+92O2j0H1BmefPXVg+QF80PMDVKtVDYP+Owizb5ltegHd/Ju9UXppSk9Jx9Q2UxG7Oxb9/q8f+jzdx9z/6KOPYsrkV3DXrdfgjZcn5ArUnCz8timrdhaHJd5BBQRyCgjqcF9ZBpMqcmO5xBtvvNGUW23Xrl2Zv19lnB0+evRopKamonnz5iYAzV4EUvlxYLhXr16akFQKnn/+eRNIYyknkYogPj4en376Ke655x6dd7rRpAx+l7AMHK8zoDxmzBjTI0gBenEFBX9ERM5MwR8X7ZwObv0d9Wv65prNbL9uSz2B1ONHkBZ7FLbk4/D2OAX/gKTiTjTOxcM+u9k3xB4MYlDICgw5LY+cTEFIeCQCqtcztw8dS4SnX03Ubdiy2DOdRcR1+NU++cnJeOjFh9AJndAf/U3QhwEc9hiL7B1plmGtwhDaKBQ+1bJLPWamZyLxeCJO7DiB6I3ROLTqEPb8vsdkCTljqcqo66KwN2QvXp7yspmVP2HCBMf7nzp1SjP0naxevRqdO3d2BNimtZuG+IPxuGDCBej7TN9SeY/05HS8UP0FZKZlosNNHUxJuc53dsbl79j7OxUJDwvSE4DUWHtPnNS4rGXWJS37dty/+3Bsw04EBKWiTpQ/vGynkJl8Ep5IO7sfhEEcaxJDnskNNfJOdrCCOl7+FaZcGUtWcdDaeZazZjWXHPuWsMTMvn37zO/xkUceMRnL6jtWeaSlpZmecrfffjtat27t6s2p9BhM1edHytOuXbtM9iYrTijY4/7/lsz4ZzlOYmYzewM9+eSTKs8p5UrBHxGRM1Pwxw12TrZMG46uP4T9izcieuVWHN+0E54ZJxEQlISAwCSzDAxJQVgTT4TWy0RgjRT4+Z6GRzoH504Cmamlsu027+rw8M0vcMSAUjDgU91+8c5aOt9n7g+2D8zpYF+k1HH23bRp0xAWEoZWp1th5dSViNkWg+M4jlqohaYDmqL9je3R8rKWpp9PScTuicXW2VuxedZm7P9rvyNBgwGlZhc1Q9R/otDuqnbwCfDBggULcO2115qeQMxACg0NRVUfuGYTe866XrZsGX644wes+2id6Ztz9/q7cwTfzkpmGv7XZypObNsL/8BU+Polo8e9UWh7ZUMgPR5IO5UdzDHl1WLzBnl4P3vonKWMTCDdMxh+QXWKFsBx3FejXLJxysrGjRsxcuRIrFu3DkuWLDH/7lI62PuFg0ucKc4MKvaVUqZh5bBhwwaTfc5/UwZ+WDpS/SfLzs6dO3HRRReZPlrs3yFSljjcwKAPjwnj4uLw9ttvm14/4v54vP/www+bY5+2bdua725NdJHypOCPiMiZKfjjhjsnBoOiN0Vjzx97sPfPveaSeCwxxzqePp6o26mumdnf8NxaaNA5CCH1bPAwg31Os7hzzOZ2mtWdGovMlJNITYiGv8/ZDwI6eHjnDAgxQOQIFuUTMLKCRo51g0zzbLP0ClAgSaq8jIwMfP7553j6iaex/9B+BHsEY7RtNPzgB99gX3S6tRO6jeqG8Nal24sn/lC8CQL989k/OLTykON+vifLwn166FN8s8DeIJbZPwwA8aS/qmYCsdcCy2my9NdDFz6EOSPmmITMEYtHILJnPSD9NJCWFZyxgjTmUsT7rOsZ+ZfsK/H3de5Av3PwP+v2qRhPzHvwLyTG+6L7A4PQ9oZeGPd//8Wkl9/CJZdcih9++AFVwenTp00ZRJZDYQYD/9ZZnuyKK65w9aZVOt99953pL3b++ec7Sgdt3brVBFfFvSQmJuK///0vJk6caD43LBv08ccf63NTxtgL8LXXXjPXWVKR1xVsk7Lw77//mrJuv/zyi7nNkp0zZ87UIG0lwsxmlo9nec5BgwaZ+xjkYxYnJ8PwPpaHEykLCv6IiJyZgj+VYOfEf8KYzTEmCGQCQov24vTR03nWYw+IBj0aoH63+qjTsQ7qdqyLkEYhhabd82Dui88/xssTn0LSqSMIrQY0rBuMKwZfgIsvPBe1Q32yByPTrYHJXAOU1sBkqfPIDgRZQSEfp+vehVz3KWidQAWVxC2wrNTML2fimaeewY59O8x9LOvWF30xoPUA9BzT05T98gv2K/NtObb1mAkC8RK3lz1bgExkYm/NvfjT80/sObbH3Mfsn/vuu8/MMo6IiIBb4a4yMwVISwAyGKhJsAds0s+8PHZ0H5Yv+Q1BfkDHVs2RcTQWPr6pqFbDBh+flFLLznSWluqN1CRfpCT5IbhxBHyq18wKpAfnDeaY2yF57y/Gd+HSV5bi10d/NX2j2F8ouXYyWrVqZfYvW7ZsMdcrc+mkjz76yJSxOXLkiLmPA9ec2Vy/fv1Se5+U+BQTdOWFEz6STyYj6WQSkk4k2a9nLVNOpSAtKc2UAExPSjdL3s5Iycj/hT2YaOVlMva8/b3tlwD7kt8f/qH+8AuxL3NfAmsHOi4M/LqqjM8LL7xgSs2weTjL0PTv318zj93gc8NMAJYKPXz4sLnv8ssvxzvvvIN69eq5evMqPZ478HPz1FNPmdssScrffdeuXV29aVJJHDp0yAR12bONx6wsBfbss8+a72hlbFZ+PAYaNWqUuc4xjyFDhmDo0KHo06eP/v2lVCn4IyJSyYM/U6dONbNsOdjSsWNHvPnmm4WWV/n6668xbtw47NmzBy1atDCNCi+55BLH4/xV8CSUB6mxsbE477zzzIEL17WcOHHCNDWcO3euGVgYNmwY3njjjSI3oi2PnRN/Dg7AsvG3dTmy9ggyUvMO/HBAp06HOuZSu31thLUMM2WIqkdUh4enR46SUjxJf/HFF01Dd/rggw/MbB5KSkqCn59fwYMtLCHEwVDngFDuGev5BY6cA0rm+Rx4zZnlVPo4EhYAeAcAXtUA72r227xu7q+WdX8+9zmuF+E+Xjx9FGiSYn++v/vgO9zz4D2Ijo829/nDH+d7nI+bLr8Jve/vjcb9GrtkEJZZifuW7jN9ZjbN3ISUuBQTBNqMzVjqvxSHk+0DfL169sLSv5aWzptmpgEZSUB6kv27wVzPWua4npi1TknWywrmlEIptELx+8BROjM4V+Zjfvc5l9vMvs/mGYQ3W7/j6NH0RMIT8A30LfO/y5nDZmLrd1vhG+SL63+4Hg+/+bApzcUeHtw/VFY8Vvjrr7/M9aZNm5r9JHvTFPUzyMBMwuEER2CHl1MHTyHhUM77UhNKP0hYmhhAcg4G8cJJJwXdZrCptHAwccqUKSYTkpo1a4YRI0bgqquuMiXE1Fui4mEWgDVDvHHjxiYQcd1117n83yojLcN81qxL2uk0cx974eW4pGVf576P5U89vTzNsbPjupeHuc3rXn5ZAdYA7+xlNR9z3dPbdYFKztbnZ4XnPfzdc3IG+2nxMyRyNjgJgufLxBKD/I5u2bKlqzdLysn27dvNOArHD1iy1VKzZk0MHDjQjMM0atTIpdsolYOCPyIilTj489VXX+Hmm2/G9OnT0aNHD0yePNkEd7Zt24batWvnWZ8DM5xpwpPLyy67zJTf4UHHmjVrzOAU8TYf50FKkyZNTKCINcg3b97saFzIWaWcocjZcSxPwRMmlhnh61XknVN6SjqOrDuCA8vsgaAj64+YbCGevOaHM35rNKthAkFcMhgUXD8Y/rX8sWLnCnz383f4+H8fIzAw0KzPGc9vvfWWKcHC2YOs+csLTx5LfXaPCSQlZs2sd5pln2NGvvPs+3yu57cOB3ldgX2QPP1yLr38AM+sZXEez/d+P8DDB/D0tQ8ue+ZznY+zx4ZZjwEpLwWlKghm3/39x9+I+ScGPrt9sP377diyZwvewTuohmo4P/h83HPXPbhg9AUIbVSGfXX4uWOghVkqZpkG2LKWjov1WAoykhNxcPku7PtzO2I2HAA8UhHjsx9HfPagaUAEOrZug5CG/vCunobVW/9Co8i6qF83HDWq+8ML6fYsmwxeku3Xc98215MAWzrKHT9bztmCBSxPp3rgi5nf458tu5CR4Y+eCQPgmVwdtdo3Rr+XLod3tRCn5zDrsPQCJLt+24VPB3yK8DbhuHfzvSgPaYlpmHHZDOz5fY8Z9Dzv8fPQ+9He8KteOQI/nOTAfiSLFy/GXXfd5ehjxZJVLJnEIBfvtxqo8/cRfzjeHtg5bA/gWEEe5/uYrVNU/F0G1QtCYK1A+NfwR0DNAMcyoIb9un+If/YAs1MWj7eft5nbkIcNZnKIlSFkZQzxemp8KpLjkpEcm31hUJdLZholxiTidPTpEgWmGCR0DgblDhTxZ7Tu58/kE+hTaGCAPUxef/11fPbZZzh16pTj/n79+mHhwoWO2wwQqfxM+Tl27JjpebZ06VLz2Rg/frxj38Z/G84EZ0mokgSIGZRhcIZZcc4BG3OJz3U7IdWsl5aQluc+59sFZsiVIQZ/GAhi9hw/4/x759JcQrKWBd3mJdhe5pXLkgSSjh49anp28LNDPLfid5n176QsOikIhxF4TsvPOHu/sCcbz/9ozpw5ZpLmpEmTcMEFF6CiyMzIDuCawK61dArmWj0tzTCJLXt5pvvIBICzgsBW8LfEtyvBuVhycjJ+/fVXU671+++/N/sE/lzHjx83ZT6JE3g53sK/nTZt2pigEMdJrPEXkdIeXyvuJHIREXfntsEfBnwYdGHAwTo54Zc+s3Ief/zxPOtzNiHr8Tv3Hjj33HPRqVMnc5LDXwPLs7AGNk+ArFq1derUMbXHhw8fbkrXREVFmQNcqyzC/PnzTfYQdzpFKe9SkWYmcLDn2LZjOLr+KI7+cxQxm2JwYucJM1ucB79FGbjhgBNPRKcdmIaNJzfmWcfL0wvh1cMx48kZpv8BZz7OXzEfe4/uRWBAoLnwhJ8DMd5e3mY5qNcgePt428sF7d6CY7HHCtyGnp16wsfbPnt4+57tOHLMXnInPz069ICfr31wYee+nTgcbc9CsHggE14eKfDxTEXHVi0R6OsBDyTjSPQunDh5CN4eKfD2SIWXRxq8PXk9DV4eqYgID4WvdyY8bUlITDqB1OST8PJMNetmr89lKny90uGJZHhYZwgVlM3mgUwbA0DeJoBkgzcybF5ISc0w92fYvPnbMteti79/MPz9AmHz8EJqWiZOnoqDDZ7ItHnCZvNEJjzNbV4PDgxF9aAaZl2+5sHow9nrOpYeZt0aIbUQXrMuh0eQnJqOnft3ATb+BnlClPWbNLeBsNBw1K/NcmKeSE1Lw6Z/t2T9RHwtnpdZv3kPhIWEI7I+Z5x5ID09A2u3rbdnfWWta79uMzGwmiE10axBE3M7MzMDazavtr+KB1e0b4m1DAkOQbPIpvYyYQDWblljiqCZdTyy16XgwCDzura0dGSkpWLNlpVISkxAUmI8kpIScOr0SSQw+80zA/U9a6OtR2t4etpMvC659ml06BGF8KY1zN8ubBn2QIhZFnDJL1CTO4BjyxXgse4r66yXUpABf8DDH5nwR1qmD5JSgfRMX6TbfJBh87Ffz/RFhs0XwUG14R9QEzb4Iz4pHYeOxSI9k+vZ1+H1tExv8zoRdVoivEYjZNgCEHPqNNZt22gGB8x/WUvug7gfad2oNRrXa2wC7o++/ih+3fArfOGLW3ALIhCBLnd3weDJg+0D8WXs8JrDCAgLKNugYC4MeMy9cy42fL7BsZ9oNqgZbE1seHbWs7jovIvQMKIhfH18zXc+JwdwYLFdi3aoUb2G+d4/FH0IO/buML9Xsg5TrMEVrlurRi1z+3DMYWz+d7N9sCZrHXMxIzNA22ZtUS+8nrnO/cP6HetzrMv7M7P+tts2aYsGte375d0Hd+Onv37CqdOncCjmEA5EH8DeI3uRnmEPNo67ehz6NOtjAiTxJ+ORFpeGtNg0ExCxSrExgFJUDM4ERwSbSRaFXfj7rIj473465rQJBDlfrOAQS9Faj/O+/DKRz4SDYbkHwK1Bcp+grECXnzfSPNOweMdiLNq6CKt2rEK/zv3w0r0vmUFx/pv3vrO3+fupXbM2wkPDEV6DQeca8PfzR4tGLXB+1/PN1z8/07+v+N3+3lkDcFyaCzxQq2YtRDWLcmzf4tWLc/6tOi25D+nQsoNj3UWrFiEjM8O8h8X6ew8NDkWXqC7Wnfhz1Z9ITUt1vJbz6wYHBqNnx56O+/9Y+QeSUpJyrpv19x5ULQgXdM0egP1j1R+IPx2fY1ut6wH+ARjUc5BjG7hu7KlYxzY6bwOPwS7rc5nj/g9mf4Bte7aZz/H+o/sRczLG8ViN4BpY8OoCeGR45Bh05d+D83X+PTGow0vq6dQClwVNYCqtTDZ+3hiU4XX+/bCfplnmuvBvgr9nDirbMmz5XmdQyQRXGVhNtAdZywI/B1YgKL8lL1yHPxM/L1zy2JzLdbvXYebvMzFp9CRzfM7P3LSvp+H7P79H04imaFS/kfms8O8uKDAI1QKqYUDPAY5JXvwujj4ebX4fnh6e+R6H87vfOmbn97cl9+loj/Y9zGfSOmY/cPRA9kB7rmPorm27IijAXoFh14Fd2Htor+Mx6/vdsW5UV1QPqm6u7zm4B7t4TJmL9frntD7H/Ly0/8h+83ddkI4tO5rvEzoYfRCbd212fsEcOrTogDphdez7sGOH8c+Of/K+YNZz2jdvj/q17OeX0SeisXqL/fgzP1FNohBZN9Jc57nTys0rHa+V+3fWqlEr82/Ku0+eOollG5bl+Pmd/z1aNGyBlpH2jB1u7+fzPkf0yWgcOnYI+47sQ2xCrGPdMdeMwe1X3m5/HRuPobOOevk5yMqWsz77Rb2eIziTX8AmLf/nFnRfBT8Fy8nDHhy2MglzXPfK+v45w/U8zyvC65XVe7EawLrt68wx3vUXX+/4+xgxfgSWb1ie58cPCwlDnfA6+Oa1bxzrzvl9jvk88rvEXHztSz8fP3OeP7j3YMdEl3Vb1yHmRIw5znTsv50ufbr2cQS3t/y7Jcf+Krde5/Qyx60lGXM4ePRgget2a98N1fyrmeu7D+zGvsP7Cly3S9suZl9ufX85f9fl1ql1J3NOSvx95fddZ2nfsr05TiHuu/nzFYTH4DxuIv4Otu7aWuC6bZq1Md91xH+HjTvyjhVZWjVphfq17d91x2OP459t+XwvZmneqDka1m1orvPYZMWGFRj13Kgij68VdxK5iEhl4JbBH9YJr1atGmbNmmXqx1puueUWU7aAM41yi4yMNGVB2HDcwhJvLHewfv167Nq1y2SpcFYvA0IWzlTibZZ2+/DDD01wyDl12aphzB0GZy/mxnJpvFgOHjxoAkgVIfhTEB4kx+2LM4Egc/n3RM7ZyvmUn8lABg7jMPZhH47iKGKy/ktDGrzhjafwlBksoS/wBbah4BOocRgHL9hn5c7CLGxEwQcKj+NxU/KKvsf3WAMOtOfvQTyI6rCf8M3DPPyNvwtcdwzGIAxh5vqv+BVLsKTAde/G3agLBieAP/Enfod9sCg/IzESkWgIL+8MrPX9C0u8F8LfF+A4sL8P4OeTtfQGLvHthwbeteDtk479Pjuxzecf+3r5rN/GuwnCfAPN6yb6nECsz9Ec6/h42S++3kCwlx/8vD3Nuh5eGWbppUmdUhImS8zKILOyxnycstD8cmajMZDo4YvE2EzEH05FQkwajhw4ib3HjiI6Lc5cEtLTkZwGpPCSDvRMuwDhaQ2Qke6NjWk7sDDtL/vj6TDBHV4SU+3rD8dwtEZrs2nrsR7f4bsCN/0qXIUOsA/GbsEWfIWvClz3clyOLrAPxu7ETnwG++zo/AzGYJyLc831WMTiW3xr7uvSpQv6T+qP5hc1R2XHw4ot32zB7+N+N/2g6Gf8jL9gL42Wn5txM5qiqbm+CqvwA7InauRWnH/nYRiG9mhvrrP84EzMLHDdK3AFOqOzub4d2zEDeTN6AxFogng90APNcOaySBw4ZqZOcL1g+7J+cM7b9YJN0If9cyrDDN+i/n2wL1GeAFF+t2NOm/5GHEQviRSkIBGJqAH7AO5JnMQbeKPA9fmdwO8GSkUqnsfzBa7bBm1wHa5z3H4GzxS4bnM0x4240XF7EiaZ46P8NEIjjMAIx+2X8bL5GfJTD/VwF+wZGjQZk833Tn7CEY7RGO24PRVTzXFafkIQggfwgOP2u3gXh3Ao33UDEIDH8Jjj9kf4CHuRc0CKx1P1Ud/8HtqhneMYr7RwUNER4Ajyzb4w2OF8u4D78jwvyNcEQ8oSB8M5ScAKBvHCLCR+NswlLvs6s++4TD2VmuO2tZ7JWCpBQLUoPsAH2I/9BT7+JJ40ExyI+7t/UPCA3SN4xHyHEr/j+V1fkLEYi1DYJy4swAIsQ3ZwIrd7cS9qoZa5vhALsQiLClz3DtxhvsOJx/Y8xi/IrbgVjdHYXOc5A88dCnIDbkAL2MuE81yE5yQFuQbXoC3s2TE8x+G5TkGGYAg6wX5eynMnnkMV5FJcim7oZq7vwi78D/8rcN2BGIjzcJ65fgAH8D7eL3Ddvln/0REcwXRMz/G4JzxRG7URiUizv20I+6CsO2FwwsvHy5F9Y/bH/J+1X7au57M0DztdN5NKGPzl5KACgsHO2UViPw4/iIOIRjSO4zjiEId0VgHIZx/zCT7BbthL0OfGv8XxsGeXEo/jeDxX2mMOczAHa7G2wHUfwkOmDyv9hJ+wAivKfczhNtzm+Czy+JvH4QW5CTc5jmlddQxe0nMtHm/wu5nfTUUdXyvuJHIRkcrALbvtMV2YZTuYleOMt7duzX/2AVM681vfas5sLc+0Tu7ZAJztxtq11jq5sYwcm1u6E55E12haw1w4Yzs/PEFNOJJgytVYJWFMKZis6+ZENjkNR08cRWx8LCKrRZpZjzzR7bmnJyLiI5CcnozkjGSkZqSamXnWpUHrBiZQxAPjBgca5CjfklvdFnXhz4FmABFHIhATW/CMnXrN6iGYPTK47tEINDxZ8MlJvab1UNPXPgMmIiYCDY8XvG7dxnVR199+IBZxLAINjxW8bv1G9VGvmn1WS+iJxvA/GgmO/zA8mB0itIuJ7IGgwCaMrGHL4VqYfzSuwNe9OuIqtAy2z8rbGLcRcw/ba2zn5/J6l6NdiL3U4bb4bfju4Hcmg8UeILLB24tN6O23+9ftg3ahLeHplYEjKfvw+7EF5n6zjjfXZUDJ/pyONaLQLKgxPDwzEZd+HKtPrgAnU3l52kxwyVoyc6VpcCQaVqsPD08bkjLisTVho2Ndtpri65nbHjbUCQhH3YBw87ppthTsT9pjtpfnWVZbKnPO5QGE+FRHmB+zB2zIsKXjYNJB+2OOdeyvT0E+1RDKBvceJm8D0SlHcr5e1sRLhsf9Pf0R4hOalY0EHE6yf96tKg/MlLKu+3sGIMzXPiOK9iUesCcBOdbNWj9r3Tr82/HwgoeHF3bH70OmzQPe3n7w8fVHUPVQhNWuhbCIOvDxZ/k+lm1iRpYX4Jm1LM4ld9m/3IGbwu7PE+ThthR/sJrP4NBPoGNQFOiRmGaCzHH747B70278s/4fHDh0AMdPH4dvnV6wpQczhQepMSFIjD6B9Mx0pGemwcfGnZgNwdyTeQP1G9RHveB65k2OxR1D5CH7DNj8NGjYAA1q2E8Q4k/Fo+HenJ9bK1jNE/rIhpFoVMtelzw9Ph3NdjbLmQnA/7KWzRs0R9O6Tc33KAf3r+twHZpc2AR12ufct1Rm/F1EXR2FNle1waFVh0wJuibrmqDphqbYcWwHYpNjkWHLcFxM5m1kfdQLtDd5jzgZgcgjkTn/LRzjLx6IaBBh/p1N2ZC442h6qGmO93Z6Iho1bISGoQ3N9cS4RLTcl91vIHewpWlkUzQOt/fL8j/tj8MHDiPQJxDh/uEIDwhHg5AGqFuzrumf5OjXwVJNgfYs2PwuHGiuKkGdojK/3xB7ebqwFvYBj8Lw78MMjGcNhuce+DaD4gmp5vjCHGewbB2vJ9uPOXib95tSPxmZeDXpVRxNPGr+DmNTYhGXGofTaaeRmpmK5kHNHZliqempaLKzSfZM+FxZLw2rN0S9CPvfLDXc0jDfv1nzWGBD1IvMXrfJtiZItaXm+K6xrjes1hD1G2dnkjfb3gyJWb0Oc6zr4WGOPSKa2AeyqcXOFohLi8v3c8NjmohmEY6/x9a7WiM8JTzfbeCxUoMW2QMoUbujUDO5Zo71HP+WXv5o2NL+GaMB0QNwKvUUwvzDUMuvFmoH1DafI2bNcHA199Jk1TCjxul+fqZY5q8oy/II1JQFDjCzNCMv/K44Wwz+mBJ28alnXJrPR6o9y4qfDeclH2OGhJUZ+VDKQ9h/ej+OJB5BTHKM+VtMTE80x+8pGSmo17wefHh84AE0PNwQccz6trIvc6nXoh4CWeI065g9OtbetzA/9ZvXR6ivPfjT8GhDHDqef/DRvFbzCIT7hZu/x0bRjdAkxv65zU/DZg1RL8D+WYyMiUTT6Oz9R26RTSPRIND+OThy/AiaHbafE+X+HJh1G0ea7wSrP2yLg9n9YnNrEtkEkaH2fVxCbEKO/ZIz/jxNGzZFo5r244/UuFS02tMq5zpO29K0QVM0rmUPVnnEe6DNv20K3Ibm9ZujcR37un6Jfojanp3FmFvLei3RpJ79dxqeGo6L916MUL9Qs2+sFVALEUER8OFxoX2DCvxZHJ/xrCw6E2zxtgddrKy6PNed1s1xPdf6Z/U4M1ec+tyWF/M5yRUQyh0sciyZ4XSm61nl7PK7XhqvcabXK+p6uX8H1AANcgTDeH9CWgJOpJ4w3zURwdn7ue6HuyMyORJptjT7+YAtHWmZ9utUr2X2vrbx/sZIP53uyGbLnVHOda0sxYhDEYiLL/hcu27z7DGHBkcamPOMAtdtVhfB3k5jDrGFjDk0yTnmEHmi4HOXeo3qoY6//Xwi4ngEIo8Vsm5kPdQNyBqfOBFhvu8KwvOnuoH2devH1kfk0ULWjaiPukH2dY+dOoZGhwvu21S/Xn3UrW5fl7/bRocKXjeiTgTqhtrXTTydiEYHC1m3VgTq1rCvy+PDiOgIHIk9gvj4+BzjRqwuk7ukLCeRr1692pRqtjD7a8CAAVi2rOBJBiIi7s4tM38OHTqEiIgI08enZ8/schePPvoo/vzzT/z9d96MDqYEs5fP9ddf77hv2rRpJjDDWtd8LTZt5mvXq5d90HDttdeaA1amhz7//PPmNZgS6owBIb4Oa5ZXhswfERERERERERGRispqq5Abq/ywL/XZjiOKiFQGbpn5Ex4ebnrDMGjjjLfr1rXPAsiN9xe2vrXkfc7BH962ysBxnejonLPUWPaNM7wKet/cMw4Ky2IRERERERERERGRotm8ebMJ7FhyZ/2IiFRlbtnpg1k87J/w22+/Oe5jrU7edo7gO+P9zuvTL7/84li/SZMmJoDjvA4DNYz+W+twyZ5CTBW1LFy40Lw3a4eKiIiIiIiIiIhI+QgODkb16tUdl/yCPyWZRC4iUhm4ZfCHHnzwQbz33numDNuWLVtMybXTp09jxAh7k9ybb745Ry3P+++/H/Pnz8err75q+gIxBXTVqlUYPdre/Jal3caOHYuJEyfi+++/x4YNG8xr1K9fH0OGDDHrtGnTBoMHD8Ydd9yBFStWYOnSpeb5w4cPN+uJiIiIiIiIiIiIe08iFxGpDNyy7Btdd911iImJwfjx43HkyBFTmo3BnTp17E3w9u3bZ5q3WXr16oUZM2bg6aefxpNPPokWLVpg9uzZaNfO3vjeqvXJANKdd95pMnx69+5tXtPf397cjz7//HMT8LnwwgvN6w8bNgxTpkwp559eREREREREREREijqJ/JZbbkHXrl3RvXt3TJ48OcckchGRysjDZrPZXL0RVbEh3f79+9GgQQNXb46IiIiIiIiIiEilH19766238MorrzgmkXMyt9o4iEhl5raZP+6KaaV0+PBhV2+KiIiIiIiIiIiI27HG1axxtqJgJR+r/YOISFWg4E8544wEYoqpiIiIiIiIiIiIlHycLTIy0tWbISJSIansWzk7ceIEwsLCsHHjRoSEhLh6c0TcQnx8PKKiorB582YEBwe7enNE3IY+OyIlo8+OSPHpcyNSMvrsiJRMXFyc6eN9/Phx1KxZ09WbIyJSISnzp5x5e9t/5axLWr16dVdvjohbOHXqlFlGRETocyNSDPrsiJSMPjsixafPjUjJ6LMjUjLW58UaZxMRkbw887lPRERERERERERERERE3JSCPyIiIiIiIiIiIiIiIpWIgj/lzM/PDxMmTDBLESkafW5ESkafHZGS0WdHpPj0uREpGX12REpGnx0RkTPzsNlstiKsJyIiIiIiIiIiIiIiIm5AmT8iIiIiIiIiIiIiIiKViII/IiIiIiIiIiIiIiIilYiCPyIiIiIiIiIiIiIiIpWIgj8iIiIiIiIiIiIiIiKViII/LrJnzx7cdtttaNKkCQICAtCsWTNMmDABqamprt40kQpn6tSpaNy4Mfz9/dGjRw+sWLHC1ZskUqG98MIL6NatG4KDg1G7dm0MGTIE27Ztc/VmibiVF198ER4eHhg7dqyrN0Wkwjt48CBuvPFGhIWFmXOb9u3bY9WqVa7eLJEKLSMjA+PGjcsxJvB///d/sNlsrt40kQpl0aJFuPzyy1G/fn1zbDZ79uwcj/MzM378eNSrV898lgYMGIAdO3a4bHtFRCoSBX9cZOvWrcjMzMQ777yDTZs24fXXX8f06dPx5JNPunrTRCqUr776Cg8++KAJjq5ZswYdO3bERRddhOjoaFdvmkiF9eeff+Lee+/F8uXL8csvvyAtLQ2DBg3C6dOnXb1pIm5h5cqV5hitQ4cOrt4UkQrv5MmTOO+88+Dj44N58+Zh8+bNePXVV1GjRg1Xb5pIhfbSSy/h7bffxltvvYUtW7aY2y+//DLefPNNV2+aSIXCcxiOA3BSaH74uZkyZYoZU/v7778RGBhoxgySk5PLfVtFRCoaD5umlVQYr7zyijn427Vrl6s3RaTCYKYPMxh4UkQMmjZs2BBjxozB448/7urNE3ELMTExJgOIQaE+ffq4enNEKrSEhAR07twZ06ZNw8SJE9GpUydMnjzZ1ZslUmHxeGzp0qVYvHixqzdFxK1cdtllqFOnDj744APHfcOGDTOZC5999plLt02komLmz3fffWcqGxCHNJkR9NBDD+Hhhx8298XFxZnP1scff4zhw4e7eItFRFxLmT8VCHdQNWvWdPVmiFQYLIO4evVqk7Zt8fT0NLeXLVvm0m0Tcbf9C2kfI3JmzJq79NJLc+x7RKRg33//Pbp27YprrrnGTDQ455xz8N5777l6s0QqvF69euG3337D9u3bze3169djyZIluPjii129aSJuY/fu3Thy5EiO47aQkBAziVRjBiIigLerN0Dsdu7cadK7//vf/7p6U0QqjGPHjpla2Jy144y3WTpRRM6M2XLsWcKSPO3atXP15ohUaF9++aUpMcqybyJSNKxawOoFLNPLEtb8/Nx3333w9fXFLbfc4urNE6nQWXOnTp1C69at4eXlZc57Jk2ahBtuuMHVmybiNhj4ofzGDKzHRESqMmX+lMEBHNNQC7vkHrRmg9TBgweb2XJ33HGHy7ZdREQqZxbDxo0bzaC2iBRs//79uP/++/H555/D39/f1Zsj4laTDFgq8fnnnzdZP3feeac5p2HvBREp2MyZM80+Z8aMGWbiwSeffGImg3IpIiIiUhqU+VPKWGf01ltvLXSdpk2bOq4fOnQI/fr1Mynf7777bjlsoYj7CA8PN7Pgjh49muN+3q5bt67LtkvEXYwePRo//PADFi1ahAYNGrh6c0QqNJYZjY6ONoPYFs7C5ueHfedSUlLMPklEcqpXrx6ioqJy3NemTRt88803LtsmEXfwyCOPmMmjVk+S9u3bY+/evXjhhReUNSdSRNa4AMcIuD+y8Db7NoqIVHUK/pSyWrVqmUtRMOOHgZ8uXbrgo48+Mr1MRCQby4Xw88Fa2FZDR84u5W0OaotI/tj4dMyYMaYZ6h9//IEmTZq4epNEKrwLL7wQGzZsyHHfiBEjTDmexx57TIEfkQKwrOi2bdty3MceJo0aNXLZNom4g8TExDxjANzX8HxHRIqG5zkMAHGMwAr2sJzi33//jXvuucfVmyci4nIK/rgIAz99+/Y1J0VM7Y6JiXE8powGkWysH8+Zb2wk3L17d0yePBmnT582A3IiUnCpN5YQmTNnDoKDgx31rtn8NCAgwNWbJ1Ih8bOSuy9WYGAgwsLC1C9LpBAPPPCAqWLAsm/XXnstVqxYYSoaqKqBSOEuv/xy0+MnMjISbdu2xdq1a/Haa69h5MiRrt40kQolISHB9Mm27N69G+vWrUPNmjXN54f9TSdOnIgWLVqYYNC4ceNQv359xwRSEZGqzMPG6cFS7j7++OMCB6/1TyKSE8vtvPLKK2YAm7N5pkyZgh49erh6s0QqLPaXyw+zTM9UmlREsnGiDvc7nHggIgVjidEnnngCO3bsMANvnLyjXqYihYuPjzeD1MzUZtlRDlZff/31GD9+vKmAICJ2rGTAqjm5cZIox9Y4hjZhwgQz6SA2Nha9e/fGtGnT0LJlS5dsr4hIRaLgj4iIiIiIiIiIiIiISCWiJjMiIiIiIiIiIiIiIiKViII/IiIiIiIiIiIiIiIilYiCPyIiIiIiIiIiIiIiIpWIgj8iIiIiIiIiIiIiIiKViII/IiIiIiIiIiIiIiIilYiCPyIiIiIiIiIiIiIiIpWIgj8iIiIiIiIiIiIiIiKViII/IiIiIiIiIiIiIiIilYiCPyIiIiIiIiIiIiIiIpWIgj8iIiIiIiIiIiIiIiKViII/IiIiIiIiIiIiIiIilYiCPyIiIiIiIiIiIiIiIpWIgj8iIiIiIiIiIiIiIiKViII/IiIiIlIlzZgxAx4eHuYyatSoAtfbt28fatSoYdZr06YNkpKSynU7RURERERERIrLw2az2Yr9LBERERGRSuCGG24wQSD64YcfcOmll+Z4PDMzE/3798eff/4JHx8fLF++HJ07d3bR1oqIiIiIiIgUjTJ/RERERKTKmjZtGiIjI831kSNHIjo6OsfjL7/8sgn80HPPPafAj4iIiIiIiLgFZf6IiIiISJW2aNEi9OvXz2T5XHbZZZg7d665f/Xq1ejZsyfS0tLQp08f/P777/D01NwpERERERERqfh09ioiIiIiVRoDO4899pij9Nvbb7+NxMREUxKOgZ+QkBD873//U+BHRERERERE3IYyf0RERESkymOQh1k+zPYJCAjAoEGDMGfOHPPYZ599ZgJBIiIiIiIiIu5CwR8REREREQDbtm0zPX2Y9WO5/vrrMWPGDJdul4iIiIiIiEhxqXaFiIiIiAiAVq1a4ZFHHnHcrlWrFqZNm+bSbRIREREREREpCQV/REREREQAnDp1Cp988onj9rFjx7BmzRqXbpOIiIiIiIhISSj4IyIiIiICYPTo0dizZ4+5HhwcDFZHvvXWWxEbG+vqTRMREREREREpFgV/RERERKTK+/rrr/Hpp5+a67fffrujz8/+/ftxzz33uHjrRERERERERIrHw8YpjSIiIiIiVdTBgwfRvn17nDx5Ei1atMDatWsRGBhogj7Tp08363z22We44YYbXL2pIiIiIiIiIkWi4I+IiIiIVFk8FB44cCB+++03eHt7Y+nSpejevbt5LDExEZ07d8a2bdsQEhKCf/75B5GRka7eZBEREREREZEzUtk3EREREamyXn/9dRP4oXHjxjkCP1StWjWT8ePj44O4uDjcfPPNyMzMdOHWioiIiIiIiBSNgj8iIiIiUiVt2LABTz75pLnes2dPPPXUU3nW6dq1KyZMmGCu//nnn/jvf/9b7tspIiIiIiIiUlwq+yYiIiIiVU5KSgq6detmAkBBQUFYt24dmjVrlu+6GRkZ6Nu3L5YsWQJfX1/8/fff6NSpU7lvs4iIiIiIiEhRKfgjIiIiIiIiIiIiIiJSiajsm4iIiIiIiIiIiIiISCWi4I+IiIiIiIiIiIiIiEglouCPiIiIiIiIiIiIiIhIJaLgj4iIiIiIiIiIiIiISCWi4I+IiIiIiIiIiIiIiEglouCPiIiIiIiIiIiIiIhIJaLgj4iIiIiIiIiIiIiISCWi4I+IiIiIiIiIiIiIiEglouCPiIiIiIiIiIiIiIhIJaLgj4iIiIiIiIiIiIiISCWi4I+IiIiIiIiIiIiIiEglouCPiIiIiIiIiIiIiIhIJaLgj4iIiIiIiIiIiIiISCWi4I+IiIiIiIiIiIiIiEglouCPiIiIiIiIiIiIiIgIKo//Bya93BgLviBGAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1600x1000 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "class ExpectedImprovementPerUnitCost(acquisition.ExpectedImprovement):\n",
    "    def __init__(self, xi, exploration_decay=None, exploration_decay_delay=None) -> None:\n",
    "        super().__init__(xi, exploration_decay, exploration_decay_delay)\n",
    "        self.last_x = None\n",
    "\n",
    "    def cost(self, x):\n",
    "        if self.last_x is None:\n",
    "            return 1\n",
    "        return np.mean((self.last_x - np.atleast_2d(x))**2, axis=1) + 1.\n",
    "\n",
    "    def _get_acq(self, gp, constraint=None):\n",
    "        super_acq = super()._get_acq(gp, constraint)\n",
    "        acq = lambda x: super_acq(x) / self.cost(x)\n",
    "        return acq\n",
    "\n",
    "    def suggest(self, gp, target_space, n_random=10000, n_l_bfgs_b=10, fit_gp: bool = True, random_state=None):\n",
    "        # let's get the most recently evaluated point from the target_space\n",
    "        self.last_x = target_space.params[-1]\n",
    "        return super().suggest(gp, target_space, n_random, n_l_bfgs_b, fit_gp, random_state)\n",
    "\n",
    "acquisition_function = ExpectedImprovementPerUnitCost(1e-4)\n",
    "optimizer = BayesianOptimization(target, {'x': (-2, 10)}, acquisition_function=acquisition_function, random_state=SEED)\n",
    "optimizer.maximize(init_points=3, n_iter=7)\n",
    "\n",
    "fig, axs = plot_gp(optimizer, x, y)\n",
    "\n",
    "ax2 = axs[1].twinx()\n",
    "ax2.plot(x, acquisition_function.cost(x), label='Cost to access', color='orange')\n",
    "\n",
    "axs[1].plot(x, -1 * super(acquisition.ExpectedImprovement, acquisition_function)._get_acq(gp=optimizer._gp)(x), 'k--', label='Expected Improvement')\n",
    "\n",
    "lines, labels = axs[1].get_legend_handles_labels()\n",
    "labels[0] = 'Expected Improvement per Unit Cost'\n",
    "lines2, labels2 = ax2.get_legend_handles_labels()\n",
    "axs[1].legend().remove()\n",
    "ax2.legend(lines + lines2, labels + labels2, loc=2, bbox_to_anchor=(1.01, 1), borderaxespad=0.);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Saving and loading with custom acquisition functions\n",
    "\n",
    "If saving and loading is desired functionality, the acquisition function needs to have a `get_acquisition_params` and `set_acquisition_params` method.\n",
    "\n",
    "Default acquisition functions have a `get_acquisition_params` and `set_acquisition_params` method that is used to save and load the acquisition function state when the optimizer is being saved and loaded. When writing and using a custom acquisition function, those methods need to also be defined. In order to have perfect replicability, all parameters that the acquisition function depends on need to be saved and loaded. The get_acquisition_params method should return a dictionary containing all acquisition function parameters. The set_acquisition_params method should take that same dictionary containing the acquisition function parameters and update the respective parameters.\n",
    "\n",
    "_serialize_random_state and _deserialize_random_state are provided as part of the base class and should be included in the dictionary returned by `get_acquisition_params`. See any of the default acquisition functions for reference."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "bayesianoptimization",
   "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": "3.12.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
