{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "0c162f3e",
   "metadata": {},
   "source": [
    "# Dimension reduction and manifold learning - Master Master IASD/MATH \n",
    "# Dauphine PSL\n",
    "# Python Notebook Practice for Multidimensional Scaling (MDS)\n",
    "### **Practice Overview:**\n",
    "\n",
    "- **Objective**: Learn to apply Classical Multidimensional Scaling (MDS) using Python and visualize the results on different datasets.\n",
    "- **Concepts Covered**:\n",
    "  - Classical MDS.\n",
    "  - Eigenvalue decomposition.\n",
    "  - Eigenvalue decay plot.\n",
    "  - Visualization of results on synthetic, non-Euclidean, and real datasets.\n",
    "### **Key Takeaways:**\n",
    "- Classical MDS finds a (low-dimensional) embedding from a dissimilarity matrix (treated as Euclidean), while preserving the pairwise dissimilarities as much as possible.\n",
    "- The eigenvalue decay plot helps identify the optimal number of dimensions."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b66c5bc",
   "metadata": {},
   "source": [
    "Load the necessary packages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c054448d",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import scipy as sp\n",
    "import random\n",
    "import matplotlib.pyplot as plt\n",
    "from sklearn.preprocessing import StandardScaler\n",
    "from scipy.spatial import procrustes\n",
    "from scipy.spatial.distance import pdist, squareform\n",
    "from matplotlib import colormaps\n",
    "\n",
    "from sklearn import datasets\n",
    "from sklearn.metrics import pairwise_distances\n",
    "from sklearn.manifold import MDS\n",
    "from mpl_toolkits.mplot3d import Axes3D"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bce552a6",
   "metadata": {},
   "source": [
    "### Coding classical scaling (and its Landmark version)\n",
    "Implement Classical Scaling from scratch."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "469f4823",
   "metadata": {},
   "outputs": [],
   "source": [
    "def MDS_DIY(D, dim=2):\n",
    "    # Step 1: Double centering of the distance matrix\n",
    "    n = D.shape[0]\n",
    "    H = np.eye(n) - np.ones((n, n)) / n\n",
    "    B = -0.5 * H.dot(D**2).dot(H)\n",
    "    \n",
    "    # Step 2: Eigenvalue decomposition\n",
    "    eigvals, eigvecs = np.linalg.eigh(B)\n",
    "    \n",
    "    # Step 3: Sort eigenvalues and eigenvectors\n",
    "    idx = np.argsort(eigvals)[::-1]\n",
    "    eigvals = eigvals[idx]\n",
    "    eigvecs = eigvecs[:, idx]\n",
    "    \n",
    "    # Step 4: Select the top n_components eigenvectors and eigenvalues\n",
    "    eigvals_top = eigvals[:dim]\n",
    "    eigvecs_top = eigvecs[:, :dim]\n",
    "    \n",
    "    # Step 5: Project the points into the new space\n",
    "    X_transformed = eigvecs_top * np.sqrt(eigvals_top)\n",
    "    \n",
    "    return X_transformed, eigvals"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0f28b3f0",
   "metadata": {},
   "outputs": [],
   "source": [
    "def landmark_MDS_DIY(D, lands, dim=2):\n",
    "    # http://graphics.stanford.edu/courses/cs468-05-winter/Papers/Landmarks/Silva_landmarks5.pdf\n",
    "    Dl = D[:,lands]\n",
    "    n = len(Dl)\n",
    "\n",
    "    # Centering matrix\n",
    "    H = - np.ones((n, n))/n\n",
    "    np.fill_diagonal(H,1-1/n)\n",
    "    # YY^T\n",
    "    H = -H.dot(Dl**2).dot(H)/2\n",
    "\n",
    "    # Diagonalize\n",
    "    evals, evecs = np.linalg.eigh(H)\n",
    "\n",
    "    # Sort by eigenvalue in descending order\n",
    "    idx   = np.argsort(evals)[::-1]\n",
    "    evals = evals[idx]\n",
    "    evecs = evecs[:,idx]\n",
    "\n",
    "    # Compute the coordinates using positive-eigenvalued components only\n",
    "    w, = np.where(evals > 0)\n",
    "    if dim:\n",
    "        arr = evals\n",
    "        w = arr.argsort()[-dim:][::-1]\n",
    "        if np.any(evals[w]<0):\n",
    "            print('Error: Not enough positive eigenvalues for the selected dim.')\n",
    "            return []\n",
    "    if w.size==0:\n",
    "        print('Error: matrix is negative definite.')\n",
    "        return []\n",
    "\n",
    "    #Applying Classical MDS to the landmark distance matrix Dl\n",
    "    V = evecs[:,w]\n",
    "    L = V.dot(np.diag(np.sqrt(evals[w]))).T\n",
    "    N = D.shape[1]\n",
    "    Lh = V.dot(np.diag(1./np.sqrt(evals[w]))).T\n",
    "    #Extrapolating to get trilateration of the rest\n",
    "    Dm = D - np.tile(np.mean(Dl,axis=1),(N, 1)).T\n",
    "    dim = w.size\n",
    "    X = -Lh.dot(Dm)/2.\n",
    "    X -= np.tile(np.mean(X,axis=1),(N, 1)).T\n",
    "\n",
    "    _, evecs = sp.linalg.eigh(X.dot(X.T))\n",
    "\n",
    "    return (evecs[:,::-1].T.dot(X)).T, evals"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "092d1e0a",
   "metadata": {},
   "source": [
    "### Cumulated eigenvalues plot\n",
    "To understand how many dimensions are required to capture most of the variance, write a function that allows to visualize how quickly the eigenvalues decay"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "29cd9859",
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_eigenvalue_decay(eigenvalues):\n",
    "    plt.figure(figsize=(8, 5))\n",
    "    plt.plot(np.cumsum(eigenvalues), 'o-', color='blue')\n",
    "    plt.title('Explained variance')\n",
    "    plt.xlabel('Component Index')\n",
    "    plt.ylabel('Cumulated eigenvalues')\n",
    "    plt.grid(True)\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "03f4d653",
   "metadata": {},
   "source": [
    "## Testing on 2D toy data\n",
    "Apply Classical MDS on the following two-dimensional synthetic data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d611fb1e",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# generating a point set\n",
    "n = 500\n",
    "x = np.c_[np.sort(np.random.uniform(size=n)), np.random.uniform(size=n)]\n",
    "\n",
    "terrain_cmap = colormaps.get_cmap('terrain') #get_cmap('terrain')\n",
    "c = terrain_cmap(np.linspace(0, 1, n))  # Generate n colors\n",
    "\n",
    "# plot the original points\n",
    "plt.scatter(x[:, 0], x[:, 1], c=c, s=5)\n",
    "plt.gca().set_aspect('equal', adjustable='box')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "36383c65",
   "metadata": {},
   "source": [
    "### First use (possibly noisy) Euclidean distances"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "57338ed6",
   "metadata": {},
   "source": [
    "First use sklearn's version **sklearn.manifold.MDS**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a4408f1e",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# noisy l2 (Euclidean) distances\n",
    "d = pdist(x, metric='euclidean')\n",
    "alpha = 0.5  # noise level\n",
    "noise = np.random.uniform(1-alpha, 1+alpha, size=len(d))\n",
    "d = d * noise\n",
    "d_square = squareform(d)\n",
    "\n",
    "mds = MDS(dissimilarity='precomputed',normalized_stress=False)\n",
    "y = mds.fit_transform(d_square)\n",
    "p\n",
    "# Create a figure with 1 row and 2 columns of subplots\n",
    "fig, axes = plt.subplots(1, 2, figsize=(7, 4))\n",
    "\n",
    "# Plot the first set of points on the first subplot\n",
    "axes[0].scatter(x[:, 0], x[:, 1], c=c, s=5)\n",
    "axes[0].set_aspect('equal', adjustable='box')\n",
    "axes[0].set_title(\"Original Points\")\n",
    "\n",
    "# Plot the second set of points on the second subplot\n",
    "axes[1].scatter(y[:, 0], y[:, 1], c=c, s=5)\n",
    "axes[1].set_aspect('equal', adjustable='box')\n",
    "axes[1].set_title(\"Aligned Points using $\\ell^2$ distances\")\n",
    "\n",
    "# Display the plots side by side\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b4439f03",
   "metadata": {},
   "source": [
    "Now use your handmade version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b6159294",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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3XQAWLVrEiBEjOO2003xj/P39ufHGG0lNTWXnzp0NnuPYZj7jxo1rVBMaq9WKyWRi+fLljar1rdO26MleOq3GmDFjWLJkCY8//jhlZWV06tSJRx99lAcffLC9TdPR0dFpN1RV5bPPPmPChAnVShSOHDmS5557jmXLljFlypRGz3dEfB7bcCY0NLRaB8GjaagpS3JyMgATJ06sdfyR+uJHzt29e/caxzSlw2JiYiJvvfWWL1mre/fuREZG+j4/ePBgrSXKjiS4Hjx4kH79+tU5v8Vi8cXAHuHYBjt1YTabeeqpp7j77ruJiopi1KhRnH322Vx99dVER0c36vp0Wg9dyOq0GmeeeSZnnnlme5uho6Oj06H49ddfyczM5LPPPuOzzz6r8fmCBQuaJGSbQ0NNWY7Ub/3oo49qFWst3STGz8+PyZMnt+icR3O8VR7uvPNOzjnnHL777jsWL17Mww8/zJNPPsmvv/7K4MGDW8hKneagC1kdHR0dHZ02ZMGCBURGRvLqq6/W+Oybb77h22+/Zf78+Y3uoniknuy+ffuqtQXPz89v9lL4kdKLkZGR9QrMI+c+4sE9mmObxhwPnTt3rnW+3bt3V7PjeGioLGTXrl25++67ufvuu0lOTmbQoEE899xzfPzxx8d9bp3mo8fI6ujo6OjotBEOh4NvvvmGs88+m4svvrjG/7fddhulpaX88MMPjZ5z0qRJGAwGXn/99Wr7X3nllWbbOXXqVAIDA3niiSdwu901Pj9SEismJoZBgwbxwQcfUFxc7Pt8yZIljYpbbSxnnXUWa9euZfXq1b59drudN998k8TExCbF49aFzWYDajahKS8vp6Kiotq+rl27EhAQoDeh6QCcEB5ZTdPIyMggICCgxQrp6+jo6DSEEILS0lJiY2P1Gr06LcIPP/xAaWkp5557bq2fjxo1ioiICBYsWMBll13WqDmjoqKYO3cuzz33HOeeey7Tpk1jy5Yt/PTTT4SHhzfruRkYGMjrr7/OrFmzGDJkCJdffjkRERGkpaWxcOFCxo4d6xPKTz75JDNmzOC0007j2muvpaCggJdffpm+fftSVlbW5HPXxn333cenn37K9OnTueOOOwgNDeWDDz4gJSWFr7/+ukW+n1arlT59+vD555/To0cPQkND6devHx6Ph0mTJnHppZfSp08fDAYD3377LdnZ2Vx++eUtcHU6x8MJIWQzMjL0LHcdHZ1249ChQ8THx7e3GTonAQsWLMBisdSZPyDLMjNmzGDBggXk5+cTFhbWqHmfeuopbDYbb731FkuXLmX06NH88ssvnHbaac1uQHPFFVcQGxvLf/7zH5555hmcTidxcXGMGzeOa665xnfctGnT+PLLL3nooYe4//776dq1K++99x7ff/99i7V7jYqKYtWqVfz973/n5ZdfpqKiggEDBvDjjz+2WFtwgLfffpvbb7+du+66C5fLxSOPPMLtt9/OzJkzWbZsGR999BEGg4FevXrxxRdfcNFFF7XYuXWahyTEMY3qOyDFxcUEBwdz6NAhX6akjo6OTmtTUlJCQkICRUVF1UoL6eicCBQVFRESEsK//vUvvVqMzknLCeGRPbIsEhgYqAtZHR2dNkcPadLp6DgcjhrJYS+++CIA48ePb3uDdHTaiBNCyOro6Ojo6OjUzeeff87777/PWWedhb+/PytWrODTTz9lypQpjB07tr3N09FpNXQhq6Ojo6Ojc4IzYMAADAYDTz/9NCUlJb4EsH/961/tbZqOTqtyQsTIlpSUEBQURHFxsR5aoKOj02bo9x4dHR2djo1eT0ZHR0dHR0dHR+eERBeyOjo6Ojo6Ojo6JyR6jKyOjo6OTg30RjQ6OjrtRVOa0TRZyP7xxx8888wzbNiwgczMTL799lvOP//8escsX76cefPmsWPHDhISEnjooYeYM2dOU0+to6Ojo9NG6I1odHR02pvGNKNpspC12+0MHDiQa6+9lgsvvLDB41NSUpgxYwY333wzCxYsYNmyZVx//fXExMQwderUpp5eR0dHR6cNCAgIANAb0ejo6LQ5R5rRHLkP1UeThez06dOZPn16o4+fP38+SUlJPPfccwD07t2bFStW8MILL5yUQtbuEsz7pYxVhz2MSzDy7BQ/bEZ9Wa418IhtCHYgYULmdGQpvL1N0tE5adAb0ejo6LQ3jQlravUY2dWrVzN58uRq+6ZOncqdd95Z5xin04nT6fRtl5SUtJZ5Lc5jf5TzyXYXmoDUIifBVoknJvq1t1l1kubK5amsb8j3lHBZyDguCBnV3iY1Co/YB6zyZSsKvkVwJRK29jSryageNw57MTb/EGRFaW9zOjRCCNwuF5IkYTSZ2tscHR0dHZ0OQKsL2aysLKKioqrti4qKoqSkpNaWegBPPvkkjz32WGub1irsyPGgVVbm1QTszFVbZF4hBB9kJrO2JJfxITFcGtWlRea9I+1NDrsL0NB4POtzOpsjGGLr2iJztyaaOIRBPvpNTQBZQMv8XtqCotx0ln/7X5yOMmwBoUy8+E78AsPa5NxCCFwVFRjN5gYD6eujOD+P7atXoHo89BgyjOhOiS1n5FEIIcjLTMdRVgZAYGgYweERrXIuHR0dHZ0Thw5Zfuv++++nuLjY9/+hQ4fa26RGc1Z3r6dIqdRY07u1jOfoubRtXLPzD95K381l237lvYy9xz2nW6ikufPQ0Hz7kisyj3vetkCWYhBCHPU/QFC9Y4Tw0Nb9P4SmkXVwG+n7N+JxO6t9tmXldzgr7AA4yorYuW5xm9jkclbw1asv8voDd/PWP+4j62Bqs+ZRVQ9//vAN2YcPkZeZweqf/kdZcVGT5xGahr2kBKejvM5jnI5yn4gFKCnIR/V4mmO2jo6Ojs5JRKt7ZKOjo8nOzq62Lzs7m8DAwFq9sQBmsxmz2dzaprUKtwyz4G+SWJvuYVS8gav6t8x1fJdzEACPEEjAj7kHuSa2R71jNKHxbv5K1ttTGeffnStCR1aLNzFKCkOsXdjsSAFARmLocXpjN5ZvZWP5VkINIUwPnIhVrv1vfLwo9MRDARK7kZCQGIFE7d5MITRKC3/B6diFJJkJDJ2BydK5Veyqfl7B+l/fI+vgNgACgqM57bx5GAzelxvV7QKfsBaoHler2wSw+c/lZBzYB0BFuZ2lXyzgqnsfbPI8FXY7rooK37bQNEoK8vEPCm70HJqqkrx1M46yUgBik7oSGd+4THlBh29KqKOjo6PTyrS6kB09ejSLFi2qtm/JkiWMHj26tU/dpjg9gkeWFLMy1cWYziaeOzMISwsmefXxC+av4hxUBBISvfyCGxzzQs4SHs74DgWZDwtW4RBurg8fV/2YhOt5L38pBZ4yzg0eQTdLTLNt3F2RzMcFXwEgIZHvKeCG8FnNnq8+JEnCyBhgTIPHOh3JOB27ABDCSUnhIsKib2712pgV9iKfiAUoLcoiPyOZqE59Aeg9fAp5Px5AaBqyYqTHoAmtas8RnOXlIElQ6c2uKLfXepymafWGHVj9/LEFBOAoK0MAiqIQHBHZJFuK8nJ9IhYgI/UAEbFxSMec12y1YbH5+Wz1Dw7BYDA26Vw6Ojo6OicfTRayZWVl7Nu3z7edkpLC5s2bCQ0NpVOnTtx///2kp6fz4YcfAnDzzTfzyiuv8Le//Y1rr72WX3/9lS+++IKFCxe23FV0AP6zvIQ31tjRBGzPdmMxSjx2Zv1L3U3hmR4jKVHdrC7KZlJoHA8nDW5wzKJir4hSK0MHfineXkPIBihW7og8p0VsTHGmISEhKv874ExrkXmPF6E5jtl24o2pbV0hqxjNPsF4BKO5KhktJrEvZ139CMV56YREdcbmH9yq9hyhz4jRbF35B26X1wM8dMKZ1T53O538+tVnZKYeIDA0jEmXXkFQWM2KELKicPp5F7N7w1pUj4euAwZh82+4VEo1GvknkCSJiLh4XBUVSLKE0XRirtjo6Ojo6LQsTRay69evZ8KEKs/RvHnzAJg9ezbvv/8+mZmZpKVVCZikpCQWLlzIXXfdxUsvvUR8fDxvv/32SVd6a3OGu1qS15YMd4vOH2Qw8Vn/iQ0eJ4Tgz7L9ODQXfS2xrLEfQEMgI9HHGtuiNh1LZ1O8b7lXQqKzqf4ixk3lSHxrUz2pJms3pNK/fILW4jcQSfJ6/ITmAUlpFe+syWxjwJhL2bb6S4Sm0aXveEIiE6sd4x8Ujn9Q25YNC4uOYdZ9/+BQ8h5CwiOJ7VI9nGT7XyvJOugNNyktLGD1T/9j2lVzap3LFhDAkPGTmm1LcFgEeQEZlJd6K5PEJXWt4Y09giRJmOsIR9LR0dHROTVpspAdP358vQkz77//fq1jNm3a1NRTnVBM6Grm1/1OZMkrZMd3bR+P0XWpC3gv/y8AhtkSuDxkBOvKUxkf0JP7os9q1XP3sfbkspDz2VC+hTBDKGcHntnwoEZSph4gy70EDTehyjDCjY0vE6Yo/oRGzsJZsR9Z9sNk6YKqOsjP/Bq3MxPFEEx47MUYjCEtZu8ROvcaTXy3YQihYTB2HC9iYEgofUfUHt5zdFKVEKLa0n9L4XY6yc04DEgk9u6Lx+3CYDBislha/Fw6OjonH6vXZfDXukx6dAvhrDOT9DbKpzCtHiN7qnDbaH8sBom/0lyMTDBxw4i2rx2b4SryiViA9eWHeDzuHN5OnNNmNoz0G8JIvyEtOqcmPGS6f0bgzVIvUNdiUxKwyXGNnkNW/LD6DfBtlxauxu3MAkD1FFOc9ythMRe1qN1HUE6wWM5uAweRvHWTLySi17ARLTq/qqrsWr/GlyiWn5lB31FjmlUGzOWs8Alvq5+/LoR1dE4Blq84xJ33/YaiSKiqIDvbzrWz+re3WTrthC5kWwhZlrhxpD83jmw/G8yyAQmq5XJb5RNLRNWGhssnYo+gitoTlBo9p3p0qSeBqtZd+ulUIzK+E+dedzOZB1MIDo8kNqlla/OWl5ZUq3ZwpLSWXxO7R2mqSnlplbe4vKwUg9GoN5bQ0TnJWfrbQWTZK2IBfl6aqgvZU5gOWUe2tSkpdVJeXjOG1e3R+GxZOq99m0patqOWkR2bMIM/z8Rf4MufmRM2ktP9u7WrTU3FqdkpU/Orha8oWLHJiUdt+2GTOx3XefwCB1bb9g9qWS/yiciB7Vv56aN3+fOHb7D6+dNn+KgWF7EAZkv1OFdJkjDVUW5P0zQ0tfamIpqmNWqfjo7OyUVCfIDvGaHIEp0SmphkqnNScUp5ZIUQPPXyej79ei+yLHHvbUO54qKevs/v/O8Ofl6TgyzBmz+ksuiZUcSGn1hLlXdHT2JO+EgqNA9xpuAGjxfCW2FAltr/nSbNuZXNjsWAIExJYJT/JSiSAUmSiDPOoETdg4aLAKUHinR8fxezNYHI+Nm4KtIxmCMwWxofpnAykpl6gKWfLwC8wrIwJ4dzr7+5UWNdTid5GYcxW22ERTdcvs1ksdClb38O7duLJEkkdO+JsRYhW5SXS15GOgDBEZGEx1RPVlQMBmRF8QldWZZRDKfULU1H55Rgc3Ixq7cX0icpgDMGhTH7ir6kHS5l5V/p9Owewv3z2nEpVKfdOaXu+lt35PHp196OWJomePrl9Uyf1JmQYAtOt8bPa3K8nwkoLVdZvimPK85s2cz7tiDM4F/r/nLNyVu5S0l35zM9aAiFnjL+k/UNGhpzI89mVtj4tjX0KIQQbHUs5UhgRL56iAz3HhJM3pqrkqQQZOjTouc0miMwmvU2pwDZaQer1ZbNPnSwUeOcjnJ+//YrX33XHoOH0mtowzG1odExhNYjej1ut0/EAhTl5hAQHIzZWlW+TJIk/IOCfWEKJotFT/jQ0TnJ+HNLPtc8uRnwhu3/87qeXDklnn8/fFr7GqbTYTilhGzZMeEEQoCjwkMIYDJIhAYYKSxz+8p+nmje2Ia4//AClpVuBeB/xRswSpIvnvaZ7O84zb83SeaodrJOIKi+LKyJ2peUOyreVqs5GM02zNamxXu2N5EJnXzJXZIkNbq7VvqB/dUaKuzbsomeQ4Yft6DUtJp/e7WWEANZlrHYbDX26+jonBx892cWkgRHooY+W5bOlVNOPAeTTutxSgnZYQOj6NU9hN3JhQCceUYCMVHe6gKSJPH6PQOY98oOCkvdzJ6ewBmDam95eqKyyr4brVK6Kkg1Gnzme8raTchKkkwvy2nsqvgDAH85jFhTzwZGdRxUj4sNv71Jcf5BQKLPiIuJ69Iy2f6H9+1i3dIfUAwGRk+/mIi4lm+vG5vUlYmXzGTPxvX4BwUx4szpjRpnMFZPJmypCg1GkxlbQIAvmctstWK1tX0lEB0dnaajqhrffb+XQ4dLGH9GZwYNbP5zJTq0KuxIkb0OJlXztmqXZX0FRgckUV9R2A5CSUkJQUFBFBcXE9jEzOZjqXB6WLkmE7NJZvTwGBSl/WNDG4smBP9JW8dXuckM9o/g+W5nEGRofG3Sq1P+y6byFF+nry6mCNLceZU/R/F5l3swt3OVgxI1F6dWTqghFkXy2mJXMyhQt6NgIdI4HIPUtkXxNc1NfuYmVI+DkMgBmK01682mH1jHzrVf+LZlxcjEi//la7zQXMqKCvjwP/eiqioSYLJYmfPQC5jMbbta4Ha52Lh8KflZmcQmdmHAaWcgyzKaqrJ2yc/kHE5DVhSGTjiTmMSkFjmnEILykhKEENgCA5tVnut4acl7z4nGqXztOsfHM8+t5rMvdqIoEkLAW/NnNFvMljk83P7CNlZvL6RnZ3+GjurE/D8LMSoSz1wcw6XDW66Dpk7HoSn3n1PKIwtgMRuYdHrjlk2Ph2y74O7lTlKKBVf0NnDr4OMXiC8d3sSDKasA2FSWS7rTzs8DL2j0+OfiZ/PvrG845MrjvODhXBw8mp9LNqGiMj1waLuLWIBAJQKOqp5UoRWw3/U1R2Jn7dohupgvRGlDMXtg++eUFu4DJHIOr6b3sFsxmqtnyQpxTLZ8C70fFmSno3q8pccE3pjU0oI8wmLadmlt4/JlHNi+FSEERbk5mCwW+owYjawojJx6Fk6HA4PJiKEFa+ZKkoRfkP6Q0tE50fhlyQEAVFWgKBK//3Gw2ULW32rgvQe8Ldm3pVcw8Vlv10G3KrjjswzO7ONPiJ9ecu9U5pQTsm3FVYsqWJmuoQpYn+0iPkDivG7H9+v+MGu3V81UrqYsLzrcpPERxiBeTLim2r4LQxrfIastKPJkssOxFA9OuppHYZUFVHqQ/WQZo1RIuvtdQpUJ+Cstm/xVG6qnolLEAghUTwUlhfsJix5U7bjoTgNJ2/Mn9pJsALoNmHbc3liA8NhOGE1mPG5vfLfVP4Cg8MjjnrepFGRnVpVEkyQKc7J9n0mSpMep6ujo+EjoFERRsRNNE6iqICG+ZTz6uaXH1BPXoLBc1YXsKc6Js65+grAjx8OMjwtZcVilslYzigSbco6/vmW40Yav44EAm2w67jk7EppQWVf+FcVaNnatkK2On1CF9wZlBIy+BCJBgboc0QbJYLJiRFGqL+ObLME1jjMYLYycOpehE25m9PR76NzrjBY5vy0giAtveYDug0bSc+gYLrrlAQzGpv/dnRUO0vfvw15S3Cw7YpO6en+orGwQ3bllwgd0msarr75KYmIiFouFkSNHsnbt2nqPLyoq4tZbbyUmJgaz2UyPHj1YtGhRG1mrc6ry+KNn0L9/JKEhFi6/tA/nndujReYdmWSjS3jVqk/PMIWPv9nLzyszW2R+nRMT3SPbgqia4PxPisixawiTDIqCJEmoAs6IP/43xqe7jmXkhgzclV2unu0y7rjn7Ei4RQVuUVFtn0dIJBinkO/5Czi6m5cGNdLVWh5JUkjqdzlpe75D9VQQGT+GgODEWo9VFCOhUV1b3IbI+ESmXll/TVfV4yHrYApmm43wmOo1cYtyc/j4mScoLy1BMRi46Ja5JPbu2yQb+o8Zh8lsoSAni+hOiXTpN6DhQTotyueff868efOYP38+I0eO5MUXX2Tq1Kns2bOHyMiaXnqXy8WZZ55JZGQkX331FXFxcRw8eJDg4OC2N17nlCIuNoB33zy7xef1M8v8Mi+J7zeVsHZbHr8s2stnisSCRQd58o4BXDip9rDBV7ZpvLBFEGGB+eNlBoXrSWInE7qQbUGKKgSZZV7Pq+J0ohmNDE8wcfcIMxM6Hb+QHRwQQfLIWawozqSPXwiDA06uGqgmyUagHEWJluPNSMVAiCEeqxxAkNKVLPeXePBWnAiUhyJJbfPPNyA4kdikKZQUpmAwejvKNKW8lBAaeZn70FQP4bE9UJSWtdvjdvHJs/8i/UAyAOPOu4TTzr7Q9/n6X5fgsJcB3hJWf3z/dZOFrCzL9B6uFx1vT55//nluuOEGrrnGGx40f/58Fi5cyLvvvst9991X4/h3332XgoICVq1ahbGyukRiYmJbmqyj0+IEWRWuHhPCzz/sQsIbhysBy9Zk1ypkf88QzF3hdXqklcE5CzXSrpar3cPXFGfzwIG/8AiNR5NGMCHk1G6Qc6KhC9kWJNQq0T/KwM4cr8fUoLn5YHogSSHNF7HFbhc/52URajQxOSyKztYAOltPnHZ8HuEh35NPkBKERa4/016SJEb6X8oB5zo8wkUn0wCssvdaZclEtPFSnCIDGQtmue3KhOVlbiZlx9cgySA0PO5yojuPbdRYIQQbl39ExoFNAIREJjLmrNuQW1DMJm/Z6BOxAH/+8BUjzjyrnsoGujfiRMPlcrFhwwbuv/9+3z5Zlpk8eTKrV6+udcwPP/zA6NGjufXWW/n++++JiIjgiiuu4O9//zuKUvOe5HQ6cTqdvu2SkpKWvxAdnRaiS7w/m/YUomneiKekuNobAe0pqlq50wRklIPDA7bKCIVij5MzN/+AXfUgEJy15X8cGH0VMWa93N+Jgi5kWxBJkvjxymCeW2mnuEJw3VDrcYnYIreLISsXk+LwLqnf0qkbr/Yd1uR5hBC4hYpJbts/d7FazNt571KsFmOSjFwVehWJ5rproDq1cpzCQXfz2Fpb5sqSEavU8jVUHWUHKS9LxWyNxC+wVw1va1HuLu8PlZUJCnJ2NFrIOsoKfCIWoDAnlfzsA0TEtkzMGFDDXgmQjhKrwyZNYc/G9dhLilEUA2ecf1GLnVunbcjLy0NVVaKiqr/ARUVFsXv37lrHHDhwgF9//ZUrr7ySRYsWsW/fPm655RbcbjePPPJIjeOffPJJHnvssVaxX+fUZNEf6fy1NY++3YK4ZErnFq37+rc5vSmxu9m8u5BRA8O59fLutR43KU7CqghcmreYzBmxYDNW2ZHiKKVUrWqWVKGp7Ckv0oXsCYQuZFuYcJvMk2e2jMf0h5x0n4gFeC1tH8/0GoStCd68jeUHufzAfLI8xZwV2J/3E6/H0kZltlaVraZE9Xp13MLD4pJfuCnihlqPTXPtZI19IQKNUCWW8QGXYZBaP5nNXrKPrINfciSLLix6IsER1ZfQLbZwqrLsJKx+jQ/pUAw1r8FQy77jofvAoXTq2Ye0PTsBGH/RTIzmqvrCweER3PDYk+RlphMcHoEtQK8JeiqgaRqRkZG8+eabKIrC0KFDSU9P55lnnqlVyN5///3MmzfPt11SUkJCQuuXKtQ5Ofn+10P8/flNKLLEFz8LCktc3Hxpy73AB/ob+e/fhzZ4XNcgiZUXyry/WxBuhbkDqovpHrYgokxW8lze/IwAg5H+/idXM6STHV3INpPsYjd7MyvoHWshPLB1hGHgMTU5LbKMsYklnf4v7UNyPF4x+VPJNt7N/5NbIia2mI31oR5VVUAg6m05u6H8F1+L2gI1g1TXDrqZB7e6jWXFu6gSqVBatL2GkI1NGo/LWUJJwX78gxJI6D6t0fObrQH0Hn4uu9b9AEDnXmMJjmhZr7JiMHDFvAfJST+ExWYjKKym0DZZLFWVB1oQR1kZhbnZBIVF4NdGRfPdLhdlRYUIIfALCsJsadsGGe1BeHg4iqKQnZ1dbX92djbR0dG1jomJicFoNFYLI+jduzdZWVm4XC5MpuovVGazGbO58Q1WdHTqY/m6bCTJmwQNsGx1VosK2aYwMFzihdNq9wbbFCMrhlzIfw5uxCM07uk0iDDjydWe/mRHF7LNYM2+Mi7/7z4q3AI/s8zXd3VnYOeWr6N5TmQsV8R05pPMg5gkmff6j8TYxO5GeZ4yX1taGZk8T2mL21kXo/xHss2xDYeoQEZmQuCEOo/VjmkoUJ/obUmMpqML7ksYTTW7dsmKkS59m78c323ARDr1HInQNMytFN8syTJRCY0TyB63m93r16J6PPQYMgyrX/OW0PKzMvnju69QPR5kWWbsORcQldCpWXM1FqFpFGZnoVU2XndVVBARF49iOLlvZSaTiaFDh7Js2TLOP/98wOtxXbZsGbfddlutY8aOHcsnn3yCpmm+rmh79+4lJiamhojV0WlpuiZU3etkGXokdpyVoL0lbr5OcxBnU7gy0UY3WxBv9677+aTTsTm57/6txEs/ZeHyeMWhw6Xx+pJs5l/f8nU1FUlmwaDRvNxnCFZFwdqMBKGbwsfzr6wfATDLBi4NGdHSZtZJuCGcuVF3kOnOJEwJI9gQXOex/a2ns9mxDAA/OZjOpqZl1TeX4IjRuCrycZSlYLJEEh47pVXOY+og8VZC0/j6tZdI3+9NDlv/2xKu/vvD1UIRGkvy5o2oqveFQ9M09mxc12pC1uN243Q4kBXZJ2KP4Ha5TnohCzBv3jxmz57NsGHDGDFiBC+++CJ2u91XxeDqq68mLi6OJ598EoD/+7//45VXXmHu3LncfvvtJCcn88QTT3DHHXe052XonCLceEk3cgsrWLkxlwE9g7nv+ra5pzdEcombwQtzqFC9a4Arcpy8OSq0vc3SOQ5O/rt/K2BQqpYoJAkUpXWzwENNzV/uuzdqGkNsnUl15TEpoA9J5vAWtKx+hBBkuXNwax78TPULuR6WYUQZO1Oh2QkzxLZJfCyALBuJ7uxt8+vxlFNWtBdFseAf3KNFOnM1hBCCjJQduCrsxHbph9nSOMFbVlzI1pW/ISsKA0+biNWvcZ7eovw8n4gFKM7LJf3AviaX4wJQFKUqcliSWk1MuioqyExN8bUBtvr5V+syZjxFvIuXXXYZubm5/OMf/yArK4tBgwbx888/+xLA0tLSfJ5XgISEBBYvXsxdd93FgAEDiIuLY+7cufz9739vr0vQOYUwGRUeu3Vge5tRjbwKwdlLSyn3CF/xlvcPlOtC9gRHF7JNYFtKGUs3FzCsk5m1+xSKHSpBNoU7p9ceo9YRkCSJyYGt38r1WP6yb+DHooUIvB67GEM0N0dej1GqO544SIkgSGmf2riqx8HBXW/jcXtDLwJD+xGTeF6rn3fd0k9J3vInALaAUM66+gHM1vrFrMtZwSfPPUpZUQEAO9euYPb9TzZKSFpsfkiyjDjKq9nc2NbeI0aRc/gQDnsZJouFfqNqr+TgKCvj8L69CCGI7dIN/6CgWo+ri9LCAp+IBfB43PgFBiE0gV9Q4CnhjT3CbbfdVmcowfLly2vsGz16NH/99VcrW6Wjc2Jwz1oXySVSlfIRoKoKH+7RuLqn3uj0ROXUeQIcJ5v2l3LRv7YiAE2D66fGcuHpUSRFmLGZ27fPs0eo/Ofwn6wpO8y4wM7cE1t7+aq2ItudyxeF32M5qixUpieL5Ip9JJhi2VmxCQUD/a3DMDdQW7atKCve5xOxACUF24lKmIastF7yi8ft8olYgPLSAg7v30rXfqPrHZeddoDSwnzfdmFOJgXZGUTEVS3rCyFI3ryR/KwMuvYbSGTlkr/Vz49pV13D0s8/RlNVRk8/h4i45mWm+wcFM+3qa3CUlmH1969VUKoeD9v+WoHH5QKgICeLoeMnNymUQTomLlyWZYLDT65mIDo6OrXz3uJ03lp0mGB/A/+5rgcDujQ/zyC5WCBUE+ABxQlCRjiCue43wfhYQacAvcb2iYguZBvJonV5gFfEAny3Opdbz03AbGz/t7jHD/3OPw//CpLG/wp3k+8pJU/k4RYe7oyazBBb6ybgHEuRWgxQSwcswVeF71IhHADsd+7ikpDr2lV0H0ExVM98lyQDUgvU3T28bx37ty/HWV4KkkxYdFcGjL0Eo8mCrCgoBhOqx4UQAqFBRspugsPjCYuuW1wGhoQjSZJveV1WFPyCqieprVz4Pcu//gJJkvjt6y+Y/cAjxHXpBkDvYSPoNXQ4CFFDJDYVRTHgX0/L04pyu0/EAmiqir20hGBz44VoUFg4jrJS3C4XsiwTGhVzPCbr6OicIKzbU8xjH+0HIKvAybXPbmftK6OaXY/2iq4Kq3I0FM0PVfVD8hiQNAUNyLBDpxOn15DOUbS/gugACCE4mGknp6CizmPiwiyolSJWlqEII33v3cawB3awJ8PRRpbWztf520D2ABrIbl7IW8iH+av5tGAt4/c8S7a7bTv0dDbFEyQH4kHiSCjjQGt/rLKCQ5QjKv/LV3Mo1Yrb1La68AvsSlC4tyahJBuJSToPSTo+T3tR7kG2rPiUkvx0HPZiHGWFHN6/gR1rvgdAlhXGTJ+NohjRVIHHrbFv61/8+O6/yTm8v855g8IjmT7rZvyDQwgMDeeca+/A5l/9DrzxN2/inBACIQQ7/lpV7XNJko5bxDYGi82vmqdWluUatjaEYjAQ26Ub8d26E9+9J2bryV9uS0dHB1Kyqp6tmoC8EjflzuZXtLm1j5GvJ5m4q6+BTmYjsqYgAz2CYFDbpY/otDCnvEdWVQW3P7OJJWu89Rn/Prsn15/fpcZxV06IYsfBMhauy8PgZyG/UvPmlLh56IvDfHln7V1F2gJN0o7U6gc0PHh8n5VpTjaVpzEtqF+D85RrFSwp2YAAJgcMwV9pnmCwyBbuirqJNfaNaGgMtvYn0hhOgSe32nEGDFilli9b1hwkSSK60zQi4ycjSXKLJHqVFGYCVCUmeTcoyU/3bXbqOYS4bgP45rWHKSvO97aeQWL/9jVExtdd97X38LH0Hl53d7HAkFBKiwoRmoYQgoCQmmXFWhtNU6lwlNNj8HAOJ+9GkmU69eiFydL0cBJJkjAYT42kLh0dHS+j+wRjNcm4PBpCwIheQfhbj0+2XJho4MJEuH+g4L3d3nvznF4SFoMeVnCicsoL2ZVb8nwiFuDpD/dw2ZkJBPhVT0oyGmSeub47z1zfnXkfHeSLvwpAeN8Si8rbpuZpXXS3hLHLceQaZIwoaGhogFGS6WuNbXAOj1CZe+g19jszAPihaBXzO93V7La2gUoAZwaeUW1fqCGCCf4zWFv+BwYMnB4wDZPcsQqwyy3YxjcsuiuybEDI+MpUAUR3rv5SoSgG/IJCsZcUIoSGQOAXcHzC8+zrbuTLl1+gMDuLHoOHMnzy1OOar6k47HY2Ll+G01GO0WT2eoAlGU+Su+HBOjo6JzQul8rzb29l3ZZcBvcN456bBmIxN/3emhBh4ft/DuarP7IJ8jcwZ0pci9kYapG4e5AuXk8GTnkh6/ZUr0kpBHhUUcfRXmaNC+ebtYWomkAC/m9yZCta2DB/lWQCUqU3T2Z28EQOaek4NQ8PxpxFgqnh0iIHnJk+EQuQ6som2XmYvtbEFrW1t3UQva2DWnTOjopfYASjpt9K2p7VVJSXYDBaCY1KIrH3mBrHjp1xNcu+fI3i/Cws1mDWLPme7X/9zpmX30xEXGKTzx0eE8f/PfFsC1xF80jbswtnhQPlqNrHQmik7NxOaFTHrfKho6PTfPJKPVz7VirrDpSjOJwEHi4l+UARZrPCvTcNatacPeL9eOCKmqukTcGtaRgk6ZicDZ2ThVNeyJ42OJxBPYLYtLcYJInQIDMvfLaP+2f3xFpHNYLBiX4s/0dv1u4vo1eslQGd2nd5XEOA8HqQZSS6mqN4M/7iJs0RrPgjISGoEvEhSvtHvhd4ksn37AHK8FCAQfIj3jgNqxzV3qY1ipCIzoQ0oiVtUFgUF978GPu2rmHJZ/MBKCnIYfEnr3HVvU+3tpktjqbVsUpR/zuijo7OCcx/fsxiQ2o5AvBYrNgjIgjIymLX3sJ2sadCVbl801q+z8kk3mLl+6GjGBLU9mFWOq3LKZ/sZTYqLPjXKC6enIAkyxSUuvlsyWGe/nhvveMSI8xcOiqMAZ1srDrg4N+L8/luS1n1eMg24snOZx6p7UyCOYhrIgc3eY5IYzB3R12MTTJjkUzcGXkhsaYwAIo8pfxWuoFt5fta7fo8ws3m8l9ZXvoZeyrWIoSgyJPKPuf/KFGTcZODwINbFHPItahVbOgIlBYVeLts4I2ttZcUtKMthSz84G0+ff4pVi78Hk1tfAhNfLceKIqCqlbFa0uSRGKfjtHdR0dHBzzHrEgCOBxuPv9qFx9+sp2CgqYlMmcWu31J0QCa0esrGzOs4VWYtTmCh9erfJSsobXQc2Z+Wgo/5HhzFTIqHMzZuqFF5tXpWJzyHlkAk1GmtLzqgasJ2La/cZn+v+4p59J3M5FlUDVILQjlzglt+8Z3fdRQzghM5JCrmBH+cfg3s/bpWUEjCZCt7Kw4SIjiD0Cep4i7D71EqVYOwKUhk7g8tOXbuG4uX8YB11ZAkOM5iEEyYZJKAQlZql7Ky0NZLaW9Tg6S+gxm/bLvUD1uhBD0GFQzDKGtWLnwBwqyMhFCsH/bFkIio+gzfFSjxgYEhzBq2gxKCwux2GxoqorZatMrDujoHCfFxRVs2pRFdLQ/vXo1L9W+qKiCefMWs3VrNl27hvDii9OIiQlA0wQ337GYbTu8ibmffrGTLxecj79f/YmWeQUOFny9F1uxBihIEggkRsUZOf/cwcw8r1u941dnC8b9z/uirArBjkKJ/4w4/vrs2c4KZElCFd52tFlO53HPqdPx0IVsJWMGhLF4TU6laIJxA8MaNe67rWXIEr630C82lra5kAXobg2ju7VxNtfFT8VreSHnSxRkvuYP5moX4daclGlVb+XfFf3RKkI213OYI+vOEhL5nnS6mrsBAo8Ak/fOCBIEyT0bFLFHPMcnktjVVJWtKxYjKwpmq41+oyczaNz0drOnrKiw2u/RXty0UmlmixVzjC5cdXRaipwcO1dd9Y3PU3rPPWO4/PKGK9Icy5tvbmD79hwAUlKKePHFv3jqqTM5nF7K1u1V1WWysu1s2pLNsCExvPjaBrZsz2XUsBhuvXEwRoN3QdftVpl9x1IOZ9qRgITwQC6/ejBjegYwupt/o+z5OlVDAjyVjtgPkwX/GdHky6rBlXEJvJS6H4fwiuQ7EuuuBKNz4qIL2UqumBKPLMFf2wvp3y2Qa2Y0HNcI0CnE4Av7UyRIDPPGqpY4BaqAEMuJI6T+LNsKgIrm254UMKha3KxfK3XiijQkUOoqgMoas2GGOEKVHrhNdvI9uzFJNgKVCExSMMFKbwA0kYlGChKByPTxlcxyOtbiqlgHKFj8JmI09WgVm1uaneuWs2v97wCobhdpe7Yw5IwZ7WZP1/4D2LZqhbf5AtCpZ+92s0VHRwd+/HEPRUVV9c7ffHNDs4RsYaGDI44DTRPk5XlX3EKCzRgMcrWQg6hIP/47fyNffrcXTRPsSS7Az2bkhjkDADh4uIy09DLf8WpOMWOipUaLWIBEf6/XFLzP0aTmdc2uQb+AILaOm8TPudl0tfkxLeLEyK3QaRq6kK1EkiRmTklg5pSmteu89Yxg9ua6WbK7nD7RJp69IIIX1jl58HcnGnDnMCP/GX9ieKXijOFsZC8aAhmJeGME4wOGsM6+k/Xlu7BKZm6PvLRVzj3QNhGjZKZIzSHa2IUupoHe2q7GIUQbh9Q4XhNZePixcksgKMDA6aiebFwVa44cRYV9CQZjZySpY5X5qo3SwjwkWa6s/apRUpDb8KBWZNC4CQSFhlNckE98t+5ExMa3qz06Oqc6VqvxqFUSsDazpup55/Vi2bIUjojZiy/uA0BAgJn/PH4G/3pqFS6Xxq03DqZHt1B27MpD07zHCgG79lbF7kdGWDGbFFxuFSFAliUSYhsvYgFu6i2xJV/iixRBjyD44PSWa/vezc+f2/yaZo/OiYUuZI8Tq1HmzZlVb3mpRSr3/14Vh/PiejeX9TYxOKrlvpitxZywaeR7SthWcYB+liSuCZuGUTLwQMwc7KoDs2zCcJzdrurCIBkZYBvf6OM1Dlb+VOlV4ABwOqIylvfoI4XmRGpm3HBbktR3KNtWLUGSZITQ6DFodLvaI0kSXfoNaFcbdHR0qrjggl4sWbKfbdtyMJkUHnhgXLPmGTUqng8/vIDNm7Po1SucQYOqkrEmjU9k0vjEasePHhHL1h153thXASOGVh0f6G/ilSdO5+lXN+L2aNx+3QDiY/yxuwTf73EhS3B+L1O9DQeMssRbpyu8dXqzLkfnFEcS7ZFm30RKSkoICgqiuLiYwMAWWnNoYZweweyvCvnfXhceW/VyXIsvtXFGJ+87w49pbh7e6MAgSzw73ML4GGNt0+k0gCp2o/J75ZaERARG6QKEcGEv+RSheZP1FEMCVv/zTphY2exD+zm4ewtBYVH0GDS6TdrIHsHjdpOflYF/UDB+gUFtdt6OzIlw72ktTuVr78gIIcjOthMUZMZqbZvnh6pqfPz5LnbszmPY4GguOb9HvfdUlyqY8EExm7O9samj4w0svjIQRe7Y9+FMdzF/O/wVh1wFXBs+lqvD2i/Z9lSnKfcf3SPbQry/sZxFe7yeWMnjQVT2lx8RozA6zuvFTCvTuPBXO0f6LcxYYif9skCCzad8FbQmI9MTQREayUgEYmACAJJkwi/gMtzuZCQMGEz133A7GlEJXYlKaPuEBIe9jO/ffJWSggIkSWLiJTPp2n9gm9uho6NTP5IkER3dtkvliiIz+4rGl87bmOnxiViA1Yc97MhVGRBVU3Is3OfinqUOPJrg8fE2Lu/Tfq2oL97/OhvL01DRWGXfT7wxlImBvdrNHp3GoSuoFiK/XEOWQAIUp5MgrYIvz7fyy2U2TIpXSO0rUfEI72K4AMpVSLN3eId4h0SSJAzSKEzSLIzSeUhS1RubJFswmvqgaRpOxxY0tayemXQAdq9fS2mht2i5EIK/fl7Yzhbp6Oi0BkIIXO6a9WNbklBrdWkhAaHWmg6FvHKNK76zc7BY43Cp4Lr/2Ukpar+W75sqRSx4mwutL09tN1t0Go8uZFuIS/pbsRq9X1QJuGuklXO6GavFBQ0OUwgzSyiSNzOzk59Ej0D9T9Aa2IsXUV66FEfZn5QUfIJWI3ZWR0dH59Ri3+EyJty6gj4zlzLr0XWUOTwND2oGPcIUHp9gwyCDUYZnzrQRH1gzvyKzTMOlVjX80wSkFbeuyK6P0/y7oyD5ulyO8+/ebrboNB49tKCF6B5m4K//C2fpPiedgw1M6lpzeSTELPPX2f68vNOJQZa4q6+53gB4neYhNCdu14GqbeHA7TyI2aqXj6qLXsNGsGfjekoK8pFkmVHT2q/sl46OTuvwt5e3czjHW4P2r+2FvP19KndeXn+zguYyb5SV24d7yzUaldqfcz3DFHqEyuwr9NaRjfKTGBLdfrLk8y438njm/0h3F3FV6ChG++t1Z08EdCHbgnQONnDdsOq/0h35GgdLBGNiZYLNEt0CFV4aZatjhtbnoDOXLwtXYZGNXBV6BsEGv3azpdWQDCAZQbh9u2TlJLzOFsDjdrNr3RpcFRVMm3UtLkc5fkFBerKXjs5JyJ7Uqo6VQgi2Jhcd95wf/JnPy0tyCLIpPHN5PEMSq55vdQnYI5gUiV+vCuDNjU48Glw7yEyAuf2cOyEGP55PuMy3XaI6+KN0F98VbcIsG5gXNY2uZr0WbUdDF7JNQNUEQoChgS/nEd7e7uGWZW4EEG2D1ZdbiA9ovy9pvqeUK1Oex645EQh+Ld3Gl13uRZE6bniDEIJyLQsND/5yLFIjyn9JkoJ/4AzsJYsRwoXFNgSDsWn1gdsSl9PBtlULsZfkk9hrOJ161qyb2xoIIfjxnTc4lLwHSZLY+PuvXPW3B7H66aJfR+dEoczuRpYlbI2oKSucLjCYEIBmMODXzDq0R9iYWs7fP08HIKPQzVWvp7D1iT6NfkYChFll7h/bNrXWhRBstufg0lSGB8QgVyYCLy3ZwSs5S/FXzPwj5nx6WKJZWbaH6w++iVO40YTAqcHy0l2s7/1PrHL7JaTp1KRZCubVV18lMTERi8XCyJEjWbt2bb3Hv/jii/Ts2ROr1UpCQgJ33XUXFRUV9Y7paHywNJOeN6ym5w2reevn9EaNeXS12xf7k+uA93e2TjxSY9nqSKVEc6CioSHY58wky13YrjY1xCHXb+xxfk6y82v2Or9CE41LBDCaOxMccSMhkbdh9R/ToSsXrFz4Lns2/sqh5M38+eNbZKXtbpPzOspKOZS8B/De4I/e1tHR6dgIIXjmtY2MPvsrRp/9FZ98u7fBMZOGhKO4nLgCAnAHBPDtbhfv/5rdbBsO5FTVTNcEFNhVShztl6zVEP+X/AtDNn7AqM0fc96Ob1CFxr6KbGYeeJ0/y/awuHgb5+97CbdQ+Wfm17gqV/UkQJEEuZ5S0lz57XsROjVospD9/PPPmTdvHo888ggbN25k4MCBTJ06lZycnFqP/+STT7jvvvt45JFH2LVrF++88w6ff/45DzzwwHEb31wKi50888Zm/vHcOrbvKWjw+PR8J498dAC3R+BRBf/6NJWULEeD4yyKxBH5JARY2rknQidThM8eCQk/2UyoIaBdbaoPt7CTp271bdu1TEq1tHa0qHXIObT3qG49EjmHktvkvCaLFYOpumchIDikTc7dkqgeD66KClRP+74o6ui0JTv2FPDhl94XT00T/OflDRQU1e8gevpvwxgxuhNCqXoYPfPd4WbbMKa7H35mGUUGWYJhSTZC/Dpm858URxFvZG3xbf+vYD+rSzL4oXgjiiRQJAkVQZanmBx3CS7h4eiaQhISwYqNeGNo2xuvUy9NFrLPP/88N9xwA9dccw19+vRh/vz52Gw23n333VqPX7VqFWPHjuWKK64gMTGRKVOmMHPmzAa9uK2FEILr/7acj75O5vvFqVx9168cyqi/PFNhmZtji2QVlLlrPfZoXploxFz5nR4QIXFD//aN5OhqjuZfsVfSyRhON3MMryTc2KGXSCRq3hBr23eiExrdGakyvEMIQVh0Ypuc12A0ctbV12ILDMRoMjP6rHOISUxqk3O3FB63C3tJMRXlduwlxbhdzoYH6eicBJTaqz+DhIDyBqoQWC0GzhgedZRDA0yGpskATRPc/10OCfcnc/4b6Tw/qxM3jA/nnrOi+PSWpA67+lVbCF2yM53/5vyEUZKxyDJmSaazKYwoYyB3R52NXPmbMkoGRvp145uuc/E7AbpEnmo0SVm5XC42bNjA/fff79snyzKTJ09m9erVtY4ZM2YMH3/8MWvXrmXEiBEcOHCARYsWMWvWrOOzvJkUlbjYs7/Yt626BJt25NXbG7pXvB9DugawcX8pAH07+9E/0Xv89gwn764uwWqSuGN8MFEBVb/SaYkK6TdYyHEIylVBconG4DC5XbubnBM8nHOCh7fb+ZuCQbIQaxxLhnslAMFKdwLkjhvr2lzGnX09G3//hrLiPJL6jCSua/9Gjy3OyyU/O4PoTknYAprefSmxd1+uf+TfTR7XUXAdE6LkqqjAaNIfNDonP0P7R9C7ewi7kr3hYRPGxhEX3XB8+8zTIvj2r3y2pNoxGCSenJXY4JhCl8rrySW4VEFshcRbK4oA2F8s+NviUjbOi8XPKLEzV+XqT4s5VKxxVX8TT0+0IpAwdICOXp0sgdwTP5xnD68D4PKIXhzypHuLbUleV5W/YuLHbndhkBTODhpCf0sCaa48Btg6E6S0X5K2Tv00Scjm5eWhqipRUdWz9qKioti9u/a4viuuuIK8vDxOO+00hBB4PB5uvvnmekMLnE4nTmeVZ6WkpKTOY5tKoL+R8FALBUUVaJr3jbRbYv0Z2gZF4tP7+rJoXT6agLOGh2EyyGQUe5j+ejrOyi4HS/eUs2peQjWhGmiW+OdmN89t974pT42T+d8Uc4f4YjeFErWMJSVrEMDkgBEEt1FIQrRxOGGGPmjCg0kK7LBv+8eDxS+QMWfNafK4/ds28c3rz6NpKmarlSvveZSIuLYT+kIIyoqKMBiNWP3bttPQEY5t4St14MTFluDVV1/lmWeeISsri4EDB/Lyyy8zYsSIBsd99tlnzJw5k/POO4/vvvuu9Q3VaXVMJoUP/juZP9dkYDIqjBsZ06j7o59F4ccH+pCa6yQswECQrX4Z4NEEpy/JYGexG0kCmwSepEIqIhwILYCigp4M/tTNqkuMzPqhjD35GqqAVzZ5eHe/G7tbYlYviTcnGtq9Re0zXSZwc8wgXEKjlzWUjwr+9DVAUJAZYE0g3hRKqWrnkCuTaGM44wL0so0dnVZf616+fDlPPPEEr732GiNHjmTfvn3MnTuXxx9/nIcffrjWMU8++SSPPfZYq9ijKDJv/ud0nnx1EyWlLq65rBd9ujccF2gxKVw4NrLavvVpFZS7qoIO9uW6ySz2EB9S1f86q1z4RCzA4nSN5Zkak+NOnCVyl+bmwfTXyPUUIoClJX8xzn8wsaYIzvAfitzK4sEo+cHJp1+Pm5WLvkXTvIkVLqeT9b/+zPRZN7TJuYWmseqnH8lM8dbr7T/mNHoOaXtPv9lqQ/V40FQVSZax2E5er8mR/IT58+czcuRIXnzxRaZOncqePXuIjIysc1xqair33HMP48aNa0NrddoCq8XAlDM6NerY9HwnN83fx+7DDib0D+K/13XBam74ObSv1M324sowBgGlSjEkVK5qiny08J2k5gzig10aaSWarwW7ajZT5vY2O/hgt2BSgsYVPVvmuVemVvC/4i2YJANnBw3EJDdeynS1Vj3vrwgdy56KTH4s3kgXcxQvJMwiw5XDU1lv4BAVKCjcGnkV/aw9WsRundahSUI2PDwcRVHIzq6e5ZidnU10dHStYx5++GFmzZrF9ddfD0D//v2x2+3ceOONPPjgg8hyTRF0//33M2/ePN92SUkJCQkt52nq0SWY956bcNzz9Iw0IUvebE1ZgiCrTERA9V9pbS+gJ5gzljRXFtmeqqS4YrWURSUrEAgOObO4OPRMHJqDUCX4pPSYdlQMBgOSJPkSxRRD28VgZx9K84lYgG2rVuAot5OXkU5gSBgDx52B2dL6JXVkWa5W8/Zk/vd3dH4CwPz581m4cCHvvvsu9913X61jVFXlyiuv5LHHHuPPP/+kqKioDS3W6Ujc/3EqG9NduE1Wvt/jwvrZYf47u3OD46KtCmYZXFplBy7Z5f1BqvzfZEeTVAyywsw+Jt7a7EKRwC1JiEoPhAxkt1BzxQrNzZTk59he4a0eNMG/F991vb1Z332DpPDvuMv4d1xV7diP8r/FKbwrwioqPxYtq1PIbi3fw0/Ff2CRzVwYfCYRxlAssh7a1NY06clnMpkYOnQoy5Yt4/zzzwdA0zSWLVvGbbfdVuuY8vLyGmJVqcyYPPIAPhaz2YzZ3PH/MfSMMvHOFVE8/1shfiaZf58TjvmYTl1pZYBmANnrlZWEzJDQ1nnYri87xDt5awgz2Lg3egImWeH13OVkuou4NGQEw/0SmzVvqCEIGRkNrTI70Nu+D2CFfQOr7WtR0eht6cbtkbMwSMcvqAo9h9nrXIYmPCSZRxNt7NPosZrmwOlYh9DKMZn7YDA1zmNxojH+wiv4/KUncVU4CAgOYdTUc5o1j6aq7Fi7mpL8fLr0H0BM54YTvo54go+gGI0cTvaW/3GWl7N91Qo69+7LwV07kBWFrv0HEhga1iz7GuJkFq9HaE5+AsA///lPIiMjue666/jzzz/bwlSddsLl0ahwqgT6GWv9fG+OC7fZ22lLCMGXW8t52q1hMda/ohZsUvhmXDS3rc/DpQnGx0SxIKe4qq+sO5CuIXBNHxm/ATaGxhhIK9bYa5f4dJ/3kAATXNi1ZVbu1tgP+EQswG9lu9nnzKG7xRvymO8p5b7DC9hdkc6kgP48GHsRxkbUHz+CfFQOvISEUsfYLHce/835CA0NIxL7Xd5qM8Ntg7gy9IJWX6nUqaLJimPevHnMnj2bYcOGMWLECF588UXsdrvPS3D11VcTFxfHk08+CcA555zD888/z+DBg32hBQ8//DDnnHOOT9CeyJw7wJ9zB9QdH5hhBzQjaJXiHYkSt0SwpWXtSK7I5bRdL+MRGiD4vWQ/cRYjPxZvRUbijdzfWdXrAfpZ45o8d6ghkDsjZ/JB/v9wCRcO4U2w8WZ0elAr72i7Kvaxzr6N0f6Dj+taVOFmq+MbVLzLWTsrfiJAjsJPaVgICaFRXvojqse7auB2JeMfdDmKIeK4bOqIxCZ149b/vEpJYT7B4ZEYjLU/wBrij++/ZvtfK5Fkmc1//sZFt95JdKfEesdEdepMaHQMBVmZAASHhVNeVooQAiEEpUWF7Phrpe9ldevKPxg9/Zw29RqfTDQnP2HFihW88847bN68uVHnaM3cBJ3WZcn6PO54eQcVLo2zRkbw0u19MCjVhdSw7oHs31LpFpUkPBoUOxoWsgBnxdk4EOd1CLhUwe//UznsKkTSLMQqUay72EygyftCOXuA1wklhODC7oIMu+CcJJlOLdQMKPSYbpQyEkFK1erPP9I/Z0XZblQ0Pi1cQZwplBsiJjd6/mlBp7POvo1y4UAAY/1qj0E/5MpEq4yvNcnelTFJklhXvpmB1t4MsDXe+aJzfDT5qXLZZZeRm5vLP/7xD7Kyshg0aBA///yz7wablpZWzQP70EMPIUkSDz30EOnp6URERHDOOefw73+fuJnSTeGMGEjwg8N2GQGMj4GEVsiLWV6yD6eoisVdUXYAf6cLgUBFICGxpGRHs4QswCj//ozy748mND7M/5FV9i1EKqHkqVmVX2UvbtFwWbKGcAm7T8QeoVwU4kfdQlZoeXg8PyFEaY16oh53xkkpZAFMFgvhMc37mx4hectGwBv3KskyqTt3NChkFcXA+AsuIT8rE4PRSEV5ORt+W+ILdQiJjKIwpyoEyeN246xwYPPvuHWLTyZKS0uZNWsWb731FuHh4Y0a05q5CTqthxCCu1/fSYXLeydetCaXqcNzOXds9Zeef1wYy8Jd+7FX5nWMSLISGdB0Z5JJkdg6LYm3k6PRgGu7WQk01RTDkiRxQdeWXy3pb43nvqizeD77J4yShCTBIxlf84+YC3AKD/ucWb4ELhmZFGftNe7rokh1sMtZgqEybPCV3B8Z5T+gRvmuJFM8Rgx4UGusCpVrJ1bDpxOdZrlHbrvttjpDCZYvX179BAYDjzzyCI888khzTnXCE2SWWH+R4NN9YFXg6h6tsxTax1oVo6wgEWMKItQkOODMRUVDIHxLL8eDLMnMCT+POeHnAfBj0TJ+LP4VgAhDKENtjS8dVRcWKRA/OQy7VuDtqIKZIDm23jEezzLAjiRJSDKIo9T1iS5iK8rt7F6/AkmS6DXsNMzWlk1oCgqPIPfwYYTQEJpGUCOFj6woRMTF+7aHT55KbvphAkJCie6UyNolP6Gq3hAEi9XWaolYHo8bp8PboMRktmA0ddzayM2lqfkJ+/fvJzU1lXPOqQo30TTvl8JgMLBnzx66du1abUxr5ybotCxFDpWSCo3YQIXyiuqhPiXlNevJRgYa+f3vXfhsbTFGg0xQZABf7FE5v5tSIySuIULMMvf2a79W1rdHTuK13MVolauB3xdv4MOCtbiFYIyf956kIKOiMSmwac+kFGcmAoG7MnQiXy2hTHMQpFS/3nBjCPdGX8fS0tXkuLPJU/MACFGC6G/t1eB5HJqDTHcGoUoYwYbgJtmoUx19na8NiLRKzK3ju1TsUllXUEGSn5GuAc1/AI8NSOLNxEt4Put3Io3+vNr5IoyyxM1pH5HhKuS68HHMCBzQ7Pnr4pzgSfS39qRELaOHJalFAt0lSWaI7TIOuTaiCQ+xpgGY5IZEUDlHgrbMViNupx9gwWQZgMFYvwjuyHjcLr58+Z8U5WYDgh1rf+eyOx9DUVruqzv1itks+exjivPz6Dl4GL2aWX0gKqEzUQlVySODz5hI+v5kZFmhU89eyHL93p+ivFzKigoxWayEx8bVmgh6LEIIKux237bTUY6iKMgnQdjS0TQ1P6FXr15s27at2r6HHnqI0tJSXnrppVoF6omSm3CysmFHPv9dsAdJgrlX9WJw77o7SH22sZTbv87Do8HE7haunprAez8dAiAy2MS0EbW/vHcKNXHRmFAGfF1GeVo5kkdi3BYjv11qRa50sAgheHZnGW8kl9HJT+HNUaF0C+hYUsEtVJ+IlajKPQNYZT/Mg9FnIiMYF9Cb8QF9mzR3H0tnjJIBtbIdeidTFAFy7Ymr3Syd6WbpjBCCXRX7sGt2+lp7Yqvj+CPke/L5MP9dHMKBjMyFwZfQw9KzSXbqVCGJujKuOhAlJSUEBQVRXFxMYGDTi753VA7Z3Yz4JZWsChUZ+Gh0DFc0UNNWp3ZUdR2aur5yS8FguAhJbp3korYkI2UvX79aPQznsjsfIzI+kfKyEpZ8+j75Wen0HDKSMWddcMImPpUU5HN4X1Vr3uCISGKTujQ4TlNVystKq+2z2PyaHS9cw64OdO/5/PPPmT17Nm+88YYvP+GLL75g9+7dREVF1chPOJY5c+ZQVFTU6DqyHenaT3YKip1MvHYpTpeKBJjNCr+9dybBtTg3VE0Q/8hBKjxVj+43Lw0nxuAmr9jFGQPDCAmo+9//6f8r5c8c1acAZafM1kv86RvufXH88bCDc5fnA6BI0DvIwLaza69K1J7clPoWv5ZuRZIkVCHIcLs54pf+oettTAvq16T5djoOkuHOZ7CtGznuQn4sXo2fbOGK0EmEtHDd9MUlP7GxfL0vaTrSEMX14Te16DlOdJpy/+lYr1knEKUVKm8uz6eoXOWKUSH0jm169tb8fUXkOr1fPQ14cGueLmSbiSwPQ5IiEKIEWe6EJAW3t0lN5tC+7exc+ysWqz9DJ56Pf1AofoHVaxxLkoQtwPtvZNEHb3BgxxaEppGbfoiA4FAGjB3fDpYfP/aS4urbxcV1HFkdSZaRZBlRuWyOJJ0USaS10dT8BJ32we3R+P6HPWRn25k8KYmePRp+oU5NL6Oi8lkgAEeFSlqGneCeNYWsJsCtVvc/VXjgtMF1e3CPpsAlqtfllkW15OOdxW5kvM8kVcCe4vrb3rYXpVo5siQjEBgkiSBFoUBVGeXXhYkBDS/tH83XhX/yau73APjLFl7vdCd/i768NcwGQDmq1bqEVG1bp+noQrYZCCGYOf8gG1IdSBJ8tLqQy8+I4rf9TnpGGHnu3FAi/Bv+h2mUqyqYSIDxxHSmdQgkSUKSEtvbjGZTkH2YxR+/5Mt8zTl8gItve5ygsAgmXnINK378HEmSOP38K/EP8orb7LRUn4CTZJmcwwfb8xKOC4vNH6hKyrD6Ny7+TpIkbH7+uFxOEGA0m2p0+zqZaEp+wrG8//77LW+QTg3+/cQKflyYjCxLfLRgGx+9fx7du9UvMrt1CiTI30hpuQcJCPA30iWhdi+gUZG4Z2IwTy0r8o4NN3Bu/8bHq87ta+bGVQ7fw+emnibi/Ku+M1NiLDy0ucTrsBUwI66mk+aNA7k8uyeLUJOB+UM6Mzik+fHv68sOc3nyJ2S6S7k+cjgvdD67UaWrnMLNkYuQkTk3uB+Xh5zOaf7dmtQgAeCTgl99P5drThaXrOfa8GlNmqMhHFo5ZWopoYZwRvqNYo9zN8VqEQbJwKTAM1v0XKcaupBtBsUOjXUp3uQSBJQJA/P/8sbp7cvzUOHJ54ur6+60c4TbeoTw2cFS9pS6MMsS/x16/MlYOjURwoOrYh8gYbJ0RWqBOrctTc7hFERlhpoQgqK8TNzOCkwWK31HjqfvyPE1xnTpP4itK5cjISE0jcTex59o114ER0Tg8bgpLSzAbLUR3anhQu1HkGS5TZov6Og0hl+WehuFaJpXZP25Iq1BIRvob+Tjp8by9tf7kCSJGy/uhn9l61hNE7zw/g5++PUQibH+PHH3EO6bHMLUXjby7Cpjkiz41VI1oC5u6GnmmwMSPx/WQChsKjTgVAVmxetJGRxqYvmZESxILSfOqjCvd3VBvTq/jJs3el+aFbuTs1buJX3GQF+MbVO5JHkBac4iNAT/zVrF2IBELg1rOJ/jtohp3JL2NioaVtnEPVFn08PSvHwIP9lMkVqGqFzs95Nbtj5mijOZhcVfoaESrIRycchsbgq/hUK1kAA5AEsLn+9Uo+M90TsgHlWwK62MYH8jCREWAiwy4f4KBXYVTYCQZRTJuwyjCtiW1bgSVOFmA1unJ7G31EWczUCISV9eaGmEUCku+ArVnQWAoTyWwNCLkTpYseqIuERf6SpJkgkMjcBorv/mduZlcwgKjaAgO4PuA4fRbcCQNrK25ZEkiYjYOCJij6+UmI5OexMb48/BtBI0TaBpgrjYxsVXdu8cyFPzan6Hv1+WxttfeuPH8wud3PPUej59/gwGxzcvMS/DLvg5rSqG9q8c+C0dph3VN2ZspJmxkbXPv7u0qrSUCmRVeCjzaAQam/f8SncV+xK3ZCTSnEU1jllv30uyM51B1q70tnoNnRDYj8U9HuKAM5t+1gTCDc2P474n6lIezHgXu1ZBf2sS5waP9n22t2Ifuyp2E24IY5TfiDobJNTHH2W/oFVG8BarhWwtX88o/zOIOMEr6nQUdCHbAA6nymX/2sLWlDIk4JGruzJnShyf3NyZez/PoKhcZUL/QN7YUOFrVzu5e/03mA/2O3h5l4Moq8xLw/3pF1xVQPqT9Cx2lZYxPTKcsWEh9c7T0dGExq+lv7G7Yg8xxmjOCpqOtYFszvpwixIqtHSMUggWuXHJBx53jk/EerczUD15GIwNe8zbkrDoBKZccTs71vyK2erHiMkXNZi4ZTAaGXPW+W1joI6OTqN46slJPPSP5WTn2DnvnB5MObPhpEXw3v/f/mIvPy49SEKMHw/fPpjoCBsph8tQZAlVE6iaIOVQacOT1YNJrsr0P4K1CUpgfEQAVkXGrWloAkaH+RNgaL5j4OrwIbyTux4ZCYts4LyQ6o0EfihazbPZX1V2xJV4Jv4Ghvt5M/w7mcLpZGpcucD6GGDrwjddH6VccxIo23z33uSK/byf/5Gvs2W+J59zg89u8vzi6HqQgECr40id5qAL2QZYuCaXrSllgPeL/+9PDjBrciwDE6z8ck9VHUbNWMib67xdU1ameSgo1wi11fxyr8xxMWel90akSHDWsmL2XuBNBnhsz34e23sARZJ4IjmFZWOGMSG8cQH8HZG19nX8UeZti5nryUUTGpeEXtysuVxaPunuLxB4Ew/CDeMJVBpeSpdrKQcmSR2zxFCnHgPp1GNgo48vLcxn7ZL/oXo8DJ0wjbDjbIzQkjgdDratXkFpYQFB4RH0Hz0Wt9NJUV4uFj9/QiIiT9gKCzo69dG1SwiffnxBk8ct/iOdF9/dDkDq4TLm/nstZ5/XC9VmRRPCJ2annHZ83/Nwq8RTIwV/X+N9ps3qDqfH1Dzu1dRUHty9G5Ms83r//lwUE0OJWyWrws3Csd34LqOIUJOBu7pHHdd3+Y0uF3JaQCIZ7lIuDu1Hd2t1Yfpj0V9AVYmtxSUbfEK2JTFKBoKOKWu4p2KvT8QC7HDsbpaQHeM/kcUl3yEQ2GQ/+luHtojNOl50IdsANWqT1VGs7MvtDt/PBwpVFmyyc/vYmktKWwqqMkBVAcmlqi8+6aPDmZX7vVmYX2Vkt7mQFULwaeFS/le8mlAlkLujLiPJXMtdrhFkebKQkSrbMQjS3RnY1TLMsgVDE+NUS7SdCKqKfhd5NjZKyCqGUGz+YykvWwWALWAciuHErwzhcbv55Ll/UlpUAMDuDX9x/WPPd5jOWfu2baaksACEoCgvl+TNGyktLPS1rE3o3pO4rt2O+zyqx4OmqhiMxpM6yUvn5GdPSjGyLKFpAo+ANQUKqz5MAaDv0CTGxUp0ivXn8hlJx32uewdJzOkpcKoQ719ThO4sLeW27dt92zM3bmTl6NM5a8V+8lwerLLEotO6Mz6y8cv5Lk3l5n2L+L5gL31tEXzS83zizYEoksycyGF1jgs3BJHszPCJyTCl7e5xEcZw33klJKKMzQsF6GHpS7QxjhK1iEhDDKYWqLeuU4V+52+AGSMi6JdY1VP2/pldUOSaX3zp6HomgjoD30+PMmGQvN5YRYLREQZfkH1XPyuVP6IKQZKt7RNY1pbv4uOCJRSpZaS6Mvln5vvNnqubuStaZXtcAJPk4Y28F5if+zyHXWlNmkvh6C++hNwEr6rVfzihUbcSGnUrVr8TN470aIrysikpyENo3m5cTkc52Wkp7W2WD2d5uTflGUAIysvKqr0DZh86/goLToeD4vw8SosKKcrPQ1PVhgfp6LQyq7fkMXb2EvpdtIhnPtjle3krcmhc/WkuvZ9O5+av8ih3VV9eHjs0Ek2ALEuoZhPqUd7BHYcdXHlRT2ad1xXjcSzjH02EVapVxAIcrqjeYtUtBM8mZ1Do9jpinJrgoR0ZTTrfSxlreT9nCwUeB6tKDnFD8sJGjZsbdT5dzNHISAy2dWNW2OQmnbcpbHPs4bWcj/go/xuK1VKG24Zyuv9YgpVgupu7cnFI0z3tRwhUgok3JeoithXQPbINYLMofPvoILanlhEaYKRzVO3i8j/Tg7j520I0AT0jDFw5uPZyJP1CDCybEsw7yRVEWCQeOKpsylsD+3LFhq3sLLVzfkwkd3TpVOscrUmGO8/3s4Ygx1OEJrRGlUM5ln7WfmhCkOxMRhUODru9QsslnCwtWcic8P+rdZwQghTnCtI9GxGohCvd6WGeTLl2EKfIQsZChGFCk2zpiJUKjofAkDBMZktl2SmBLCuERjXPc94axCR1oSgv17cdGBpGQVZm5ZaEyXL8WbpHN0LwinkHVn//ekbo6LQuqiq4/T8bKHN4EALe/uYAo/qHM25IBI8sLmThTgeqgC+2lBMdYODRqcGAt/bsm78XUBITg1H2duv6eU8FwmAAITAIlWC/truHjQ4JobPVyiGHAwEMCwoiUDm+1s/7KwpRkPAgUBHsqyho1LhoYyjvJt7tK03YWqS5Mpif+zEC4U06c2XwYMxtTAuawrSgKQCUqaUUegoIVkL00KgOxMn1dG8ljAaZwd3qX0K5bKCNcUlmskpV+kUZMdXTu/r0KBOnR9W8KcRbLXw6dCBRZhNmpX2c5cNsvXhf+hlVaGhojPbr2ywRe4QBtv4MsPVnRemvpLtTfF45p3DWOSbHs5dD7rWAN5s9T00m2JNArPFiNJzImDpc1YG2xmSxcvHt97H8mwWoHg9jZ1xIUFjHyYCN6ZyE2WqjtKCAoPBwAkNCSRYahdk5WGw2uvZrfCxwXRybsIL+XNFpZ1wejdLy6g0Esgu83s3dOW7UqkUKkvOqqtt8szqPnzZ4hZ1Hg/WZKoHRweSXe722o7pa2lTIBhgMrD3tND48fBiTLHNtQgKZDg/fZxaT6/RgliX+3a9psboXhfXizayNGCrF7BURTeu81drCMdV5yNdpS0OQ7s7CLdwYJW+Fh3X2VfxZtgyAbuZenB100XE9G3VaDl3ItiCxgQqxgdVLcwghKHWBv6nucAOAzAon41dsZm+ZgzCTgSVjBjI4OMA3x/ayIhyaytDAUJRW/PIkmCJ5If42lpduJtQQwIyg0Q0PagT9rIPY4ljvE7Cj/E6r89gSNROQOPrX5RRlSJKEgl5v7whxXbpz5T2PtrcZdRIaGUVoZFVt5J6Dh7WoV8UWGEhZUREAsqJgtja/KLuOTktgNStMGxvDzyszkSQI8jdyxlDvC+a5fW2sSXNhkL1idUbvqtW94nIPkuQVuAIocILzqMz2FfsrKC5XCbK1XYnGSLOZe7pWJTR3DzCwdlIPHj+wBZMiiLI1LZTnzJAu/NZ/Fj8V7qevLZyrIjpW3evOpnjfzzIS0cYIn4it0Cr4s6yqacI+527SXCkkmrvWmKcxlKnZZLu3Y5QsxJqGYpD059rxoAvZViTfIZjxnZMNOYIEf1h4gZneobWL0P/sTWO/3ZswVujyMG/7fn47bRAAd+1Zx0tpuwGYEhbDwsGTMNST2JLqzOMvewoDrHH0sTa9QHQXcyxdzM0rLF0XwYZQ5oTdwmH3QYKUEKKNdc/vFk5EZWztkbqqEYaWz1I9grc0iqQvFbUBLfk7NpktBEdEomkqimLQ/346HYLn7h7E+GGRFJW6mD42hogQr0i5ZUwA4X4KGw47GZtk4by+VS9e5wwP49WF6RSUer250weH8N3OqjhVg0y9q3y1kVbo5svNdkJsMlcODcDcxPHHognBBdt+ZmtpIZIEn2Yls2vMJcSYG/8CeUZQZ84Ianyzk7akszmOG8Ov4I+yNQTI/pwfPMX3mbdcVvVMb+2o5GMhBBWiHJNkRmkgjM2hFbLN8ZmvBFeRmsYA28yWu5BTkFNKyGqaYE9yPmazgS6Jwa1+vqfXe9ic6/3Hn2GHO5e7WXxh7YHe9qMSVQRQ5vFuby4p9IlYgF/yM/m9MJtJYbXHQ66xpzBhz7NUCA8yEl91vZnzgwe1zAUdJ36KPz2VvvUe4xFODru3IyGQhUACupnOwF9p+WVzoXnIzfgBR1kyiiGAyPiLMFk6Xnc1j8vFqp++JDsthU49+zF88rnIeoY+ALIs678LnQ6FQZG5YGJ8jf2SJHHZID8uG1SznWxMqJmljw/kt21FRIeYGNsrENOnGXyxrhiDDM9dHou1Cd27Mks8nPFyBiUV3lqvS3aX8+nsxtXernNOZzmbSyvjWgUUq25WFmVzcVTNKgpOzcPjGb+wyZ7O1KCe3B417oR40Rxk68MgW58a+62yjcHWEWxyeEPeYgzxdDJ56wOrwsNvpV+R4U5BwcAZARcQb6q7IkuJepgQGaIUEy4Eh9xZqMKFIh1fDPKpzCkjZD0ejTv/tpSVq9MBuPrKftx12/BWPWdBRdUbnCq8Htq6uDUpjk8P51CuehByBeluD2euWcnS/Mwaf6X6QhRezfkNt/CKYIHgmazFHUbINgZNeN98Bfjedy1y9XIrQqhUiK1oohiT1BWjnNCsc5UWbcJR5u2Yo3rKyMtcSGzStc03vpVYsfBztq5YihCCjJS9GE1mhoyf3t5m6ejotADvrrfz7+VlWI0SL84I4vRuXmfHy1fF8+j50ViMMn7mpr2s/brXQZGjKjTh590Oypwa/k2c52jCTRaCDSZKPO7KajTQw1Z77si9aT/yas4KNASLindhlg3cFDmm2efuCIwPmEJva3/cwkWsMcHX4Wu/czsZlYnMKh5WlS3k0tC5dc7jL0mEm8y+ahY2kwEZY53H6zTMKSNkN2zK8olYgA8XbGfWzL6Eh7VeXN11/Qx8slv1BfjPHVL3r3twcAB7Jo9g1MoVZFZoZDodZOaXADJoRpC9iQEXRCZwekjdXakCFAtH0mBkJIKVjteDPt+TjUs4iTLEIR/T7s8kW0kwDuaQexMAgXIUYQbvG78mXJRof6GKfUhUABJOsZMA6TyMUtOLhKuecqpShgSqx358F9ZKZKYk+256kiSRnXagnS06PuwlxezfvhW300lkQifiu3Y/Ibw1Ojp1UVLq4rV3t3Ios5QCkz85ZSpj+4Xw4KzumI11i8cd2W7mLiwBvHeimZ8XkHJvFP6V3tcw/+Y9ouODq8bJEgRaZKzG4/uOmWWFRYOmcuueVZR63DyYNIgBAWG1HvtbaXK1trN/lh444YWsJEm1hsS5j0lcdov6W9RbJQ1NqwqzsklQ1e5BpzmcMkK2JSl1qPz944OsP2BnbM8AnriiU63LPqNiZDZdZWZlhkbfMJkR0fW/DcdZzGRWVNRsXqeZQTOyYNBwZsZ0qveh/2D0Wfxasps9zmwijYE8HV+zk1a55sQiGdsl43KN/Te2OFYDEGmI45ygK2vEFPWyTCTG2BsVFyFKPHLl58XqHzjEXswIvJlg3i+/W0vDqDRdyPoF9aG0cD1CeOPSAkI6Zo3ZhO59yEk/CEIghCC2S+vFC7cFyVs24aqsU5mZcgD/wCBCIhsf0uEoK8Vht2M0m/EPCtZFsE67c9/jK1m9LhN7QCBum/f+lJLlICTAxF2X1N3A4GBR9ZCyCg+kF6ss2VFEZrGHiwYHMKRT050Rp3e1cN+kYF5dUUyIVeG1S8JrrX/eGIQQPJO9iPm5ywhUbLza92rG+veod8xp/knsdGSjIdAQjPLvmHGxLUGSuS87HGuoEF5HSH9r/QnSRVoFgQhfmW2HMBxXi1+dU0jIDhsSzbix8fy58jAAc67q12xv7L+/OcyPG7w1Y7/6K5/IICP3X1C7kOoRItMjpHH/SCVJ4qzISBbl5IAkIYSMkLyy9szwaC5rQMQCxJqC2dH3UXI8pYQb/DEc5fG0q05uO/QWa+zJhCkBvNH5JvpYm7cs3xycWoVPxALkeNI55NpPorm6MJMkiWBDzTdfl8jiSNi9fETLIlCk5nU/M5kjiEm6Fof9AEZjMBa/2nuiC00lJ30NFfZcgsJ6EBzRu1nnay6jp1+MwWQm9/BBErr3YcDYSW16/pZECOETsUdwOhx1HF0TR1kp+Ufq0ZaC6nYTHFH3CoWOTluwcWsOmibQjEZ85VYE7D1c/yrPqE4mIvxk8su9/suB0Qb+syiX/20rQ5bhnZVFLL2zM/1im1ZEX5Ik/j45hL9PDmnmFVXxZ9kens1eBIBdczEn5U1293u63uo5z3c+D6tsYmP5YaYF9eKWyLHHbUdzyHFnU66VE29KQEEhx5OLjEyEMbzBsXa1hB0Vq/AINz0twwgz1J6XYpP9OTf4ejLdqfjJgUQaa8ZHH02p5iJTdRGpKLiFINOjMVQPjz0uThkhqygyLz49meR9BZjNBhI7N79N6d6MCrTKtylNQHJm4x/EDfHZkCE8f+AAmU4nV8TGoqLhEYIzQsNRGul5kiWZaGPN6/u44HfW2vcBUKiW8Y+Mz/iq670tZntDeDt8Va/+2ZR6sGYpjnJRghuBEYEBG2apLyapfu9AfRhNIRhN9fe9Prz/F3IOrwZk8jI30LXfzDYVs4rBwKipze8o01o47GXIstyksleSJBEaFU1BdhbgTdYKDm98Ip+jvLowqCjvmOEgOicOKalF7E8pYkDfCCIjayZiNYYBfcJZtykbQ0UFqsmELHmfDacPqP8lO9Qq88cN4Xy0qRyLUeK6YTZ6/mOfN0dA84YF/Lrb3mQh25Kkuwt9PwsExZoDh+bCX6m7ZJRVNvF85/Pawrw6WVn2J7+X/QZAhCESK6FsrfC23R3jN5LzQ2bUOVYTGstKP8GuFQNwyLWHs4NuxE+pPSbYIttIMtdMEjuCEG7AW1klxJBIunstxZo3HyTC0LaOkZORU0bIgrf1X88etcf0NIWpg4JZs6/MVw9wysDg4zeuEj+DgYd7NF+Y1UeRakdGQq1c7ilU21YEmGQzI20TWFPurceXYOxKgrHxdfiClHHImhW3KMAid8Ym9WmTZeWivCNVIzSQZIoLktvcK9uREEKwcfky9m/bAkC/0afRZ/jIRo/v0m8AASGhuJ1OwqJjsPg1XjwYTdUf6Eaz3u5Rp/ksW57K3x5cjqYJrFYD780/q9ozotTu5t4n17Buax59u4fw/EMjCQ+pKeCe+sdYXnpjM4cyyghNDEGymhnZJ4QLxzUcMhMfpHD/+KqE1qRwE/tzXKjCK4a7RrRvItCEgN4EKTZKVQcagqmB/esVsR0BVaj8Ubbct53rycGuZvq2V9nXMC5gNGGGmi8aeyv28XXB13S2HJWsjYcCNbNOIVsXQjipKP8fmpqJJAVgsZ1DoBJPH8tF5HuSMcuBxBo7ZkjbicQpJWRbihsnRxLib2BLqp0R3fw5b3jzlrbbmguCR/J5wUpU4Q1XmBM2vs1tGGgbRVdzH9zCRbAS1iQhKkkGApVRrWhd7dj8o3FVFAEChIbVr+OV6GpLCrKzfCIWYPvqFST16YvVr3HtYWVZJiqhee2X/YOCUT0eKuxlGM1mgiNO7b+FzvHxzgdbEZXLay6nyudf7+Yf91ctg7/28U5WbvCGDWzamc8zb2zlqftG1JgnJNjCo39vmXvTB7NjuePzLDKKPcwaGcRZ/dq37XK0MZhfe9zHN4XrCTbYmBnSMk1yWhMJCRkZlbqbNmhC1NinCpWP8j/DJVzECisGvKtIEhJBzSgB6XZuRFO9q09ClOGs+B2r3wUEGzoTbDh544bbmlNOyGbl2Pl24X5MRplLzutBYEDTg1MkSeLS0WFcOvr4vbttSQ9LLN93u4819mQSTREM86u71l1r4n/UW22hJxcVlTAlqsMm7XTueS4ADns2wRF9iIhr3bJtHR3V46llX9O6/DQXSZK8oQhNCEfQ0akLm9WIJEsIzVvyz2qp/kjMzHH4KoZomuBwdt2rWEIIvlx6mA27CxnSM4RLz4xv1j2te6SJn25v3Iteir0CjxB087PUONeB8jI+TE8hyGDipk5dsSnNf9wnmMKYGzW12ePbGlmSmRI4jZ9KFgGCTsbOqIqBHc49AIywDSG8Fm+sS7hxChcA+ysqiDWZiDSEMdJvMoFK1fFCqHhIBcBAIpJUe8c1IY4OOxTHbHvFrce1GoEdRemDYmid1diTnVNKyJaUOrnixp8pLHYihODnXw/y2VvTUZRTJ2MwwRROgqnhQPe2YE3ZEnZUrAMgwdidSYEds3e1weRH1/5655UjhMfEEh4bR16Gt5xdQvee+AU2bclNR6cjcPfc4fzfHb9QXOIkIT6AObOqt009e2ICS1akI8ugaXD+mYl1zvXhwoP8651dKDJ882s65RUerjm37ooFzeHoMnz3bE3huX3e5fKrO0Xwr96JbC50MSDEhNngYdjKxZR4PKiSh7/tW4e/ovBUj6HcGH98YmlR8WaWleygtzWWOWGnV0sobsp1fFe0nD/LNhFjDOe68PMJNbTsPWSwbSjdzT2pEBWEKWEIBOnuTBRkYozRtb5kWGULfSy92FmxG6eALLfClaFXEaBUecWF0CjXfkDF62lViMEmn1trvofB2AePezdH8kKMpkHVPnc7FyFEPiDwaBlIkj+y0nBXTaF5qHAcRJKMmK0JHdYJ1FacUkJ2y4488gurMqb37C/iUEYpiQnNT/zSaR7ejNB1vu1D7mSyPYeIMTZ/uUUIgerZjdAKkQ2dUZpRkutEpiA7i6LcbGK7dMNia17SSmOQFYUzLriE3MOHkGWZiHj9RqpzYtK7Zzi//HgZ+QUOIiNsNZwak8fG8d7Tp7N+Wy79eoRw+ojaM9cBft+QC3iTtACWb8ytV8gWOwUvb3BRVCGY099Iv4j6BeH7B4q4fUM2Hg3u6R3kE7EAH6bl8vkBDafHiEmGewaoFHrcgABJxaNBkdC4eedfTAqNoastoO4T1cOi4s1cf/BtFGS0Qo1MVxEPxzY9EXWlfQufFi4GIMOdS3lOBY/E3tgsm+rDX/HHH68IlZBIMFU9E/LcB9nqWFJZlWAMnc0DAbgq7FI2lm/BoTkYaO1PgOKPEBXAGqAYjUifiAVQyUQjH4Waq0SKIRqr30xUNR1ZDkM5qvKBEAIh8qodr2k5DQpZoXnIPvwJbqfXBltgf8KiTu0GOaeUkI2L9kcCNEAzGhCywpXz/uC5B0cyapBewqdtaXnh43GtwePe4J3bvQmT5VwUQ9uVF2tPtv+1gh/efhUhBH6BQVzz4L8IasXld0VRiO6c2Grz6+i0FSaTQkx03XGoIwZGMGJgw9+lnokBrNyShya81QZ6J9btYRRCcO5X5fxVVIo7uIAXMmH+iFhu6B5c6/HZDg/Xrcny1Rj/1458OCbP0VXZecetwdKMI6E+otqtVgDpFeXNFrJLS3agIKNWWrK4ZFuzhGyaKwsZGQ0NDUGqK7PhQS2IR7hZY/8GFW/zgi2OxQQbYghSIjFIBkb4HVvJ5jfgEN5GQ5kYgKMDrCTqDlGUlRBkpWYZNEmSkKQohMjhiMdWVup+UTpCheOgT8QClJdsIzhsHIqhfWOp25OOt47binRJDOKRv40iMNiCUAwgSRSXurj732t8SzY6bYOfEkBfS1XSRCdTd6KOU3Sqnr2VP3kbJahqx++AlZW2m22r/0f6gW3HNc/v337h+zdcXlbKxt+XtoR5Ojo6jWTu5d259MwEkmL9uHhyPHNndq/z2CIn/JXtwhWegzB40Awe/m9TGhmO2rtC5bnUYxrlyEyNrBJHcWYbUmWbU1mCGGMwz/YaRLjBgklSkPA+7LvbAhge1Pzcjt6WWDQ0JCDKYMQslfNs1pc4tfq7WR3LAGt3NDRkvIlUg22t0+RFCMFhVzL7KjZTrpX69ruEwydij1CuFtUzUzZVZSMlTFKM72ezNBJZqrmqq2lluF17UT05dc5qNJ+FrPRBkpMwmM5ClhtOXpWkWvyPzQjvOJk4pTyyABfM6IpDhX+/uhkAIaC41IWqCQyKvjzaVlRo5SDJJJr6kGjqQZK593EvT0tyMEIt40jLWamWm0tH4lDyRlYtegdJkhFCY9jEmXTtf1q1Y5wOO3/++An5GYdI6juY4ZPOQ5Jrvn8qBgO+Gr3iyLaOjk5dZBa5efP3fDQNrjs9lE5hx1eV3mJWePz/+jXqWH+jwC+4FJfsBuH97qpAqt1FrLVmua1eASZGhVn4K98bGtczwMw3Izuzs8yBRwhCDGYmLsskw6ESapL598BQ+gZHc3dSL0o8Lt5P34+KYHZsV6zHkfR1TfjpZLqLWFKyBkly48bNj8VrCDb4c31445e3+1m7cl/0HP4q20aUMZRzgk5vtk31sbF8GXuc6wEwOSycFXQtNjkQqxRAkBxFsZaDBBgkM6GG+hoZxAKpHHm2KNJgAiRvHVpJqvn30tRC7CVfAN7EMbNtAiZzzX8bkmTFaDqjSddktnbCFtCP8lJvTdzg8IkoHbAVfVtySj7tJo2J5ZUPd1Bc6n0ju2haIoosUWp3Y7MYUNpB0DpVjeeSM9hb5uCC2DDOiz0xSno1ByEE/yteQKHqjQ9KdSUTaYyvVs2gORjNE3BXLEHTClEMSRiM/Rse1I6k7dkAeJMHAFJ3r6Vr/9PY/tevbFu1BKt/IAaDmbS92xFCIy8zDatfAP3HTK4x15SZs/nylefwuF2ERkUzbOKJk2Gso9PWOFwaM15MIavY+wz4ekMRqx/qToCl9T1bQgiu3LCLwlBvTC2qEUn1J9ZqZGBw7YJEkSWWTezEJwdL8GiCyzsHYjMqDAupWk4+cG4n0uweEvwULEfF+gYaTNzRuWXqXhskhX/EXkC25zDbHKne60GQ4sxu8lxDbL0YYuvVInbVhhCCvc6Nvm2XqCDNtYdeluFIksSYgMtJcW5EFW46mQZglqsau7i0IvLU9QghCDMMxiyNBzYAxUAXJKn+XA6Xcwcc5fF1VayvVcg2B0mSCIs+i+DwcSAZTnkRC6eokI0Kt/LN65NZtiqD8BALo4dGccVDa1i/s5DQQBNvPzyM/t2a581LL1F5YGkZ2WUa1w21cknfxhWOvm3LAd5NzUGS4IO0XBaN6c306ONvL9gRcQg7BWqub9uDmyzPIbopfY9rXlkOwGy78HjNa1EyUjaSl7mXwJA4OvccW82bagsMRZIkhBBIkox/UBjpB3bz5w8fAVCcn+MtC1QpdCVJJi8jrdbzdOk3kLnPv05pUSGhkdEt5pEtKchn94Z1SLJEn+Gj26w6QVlRIeVlpVj8/AkMOXlf6prKq6++yjPPPENWVhYDBw7k5ZdfZsSImnVNAd566y0+/PBDtm/3em6GDh3KE088UefxpxL7cpykF1YJjdxSle2HKxjdrSpJ0unWePWHNPanlzNpSBgXnuZd9vWoAknyisvm8Et6KV9mVN3/UNzM7hTI433j8DPUHe1nM8hc3zW4zs/NikT3wLZpnjDc1pNtjlRfn8bRfq0nSJuLJEmYJAtOUe7bZ5aqxKpRMtPDUrMmribcpLq+woO3VFapaz/dzLMxSI2vnytJR3v3pXpjaJuLYmhenPPJyCkpZAGiI2xceZ63juqrX+5j4y5vG76iUhcPvbad759vXm/oiz4rYleuiipgRZqbTkEKI+Mbvrn8L7PQGwMlwCDBLzlFJ62QtUhWLJIVp6hAVMYdhSgdoyRYS5J+YD1bV34KkkS6WIfLWUaPQVXLb/1GnkVZUS45h/cSGt2ZgaddyL6tVZUchNDQNG+8ryR5t+O71d0G0WLza9FqBc4KB4s+fBe307ucmbZnN+ffeGurhy0U5+eRmVoV36x26kxIExsfHB3zfrJUVPj888+ZN28e8+fPZ+TIkbz44otMnTqVPXv2EBlZM1l1+fLlzJw5kzFjxmCxWHjqqaeYMmUKO3bsIC7u1KrocSxxIUbMBgmXx/vvRJGhc3h1sfHoh/v4bLk3qWbh2jxMBpldTgtP/lYCwNR4ePbCCOJCGy9SHlhayosbi+GYClh39Ygg3tbyYudoVKHxSs5S1tj3M9wviTsip6A0styhS3OT5Skg0hCCRTaxpfwgbuGNuxVAkskbM+rUXHxa8BP7nAfpY+3GpSFTMNQW09lGjPU/lxVl3+ESFSSa+tLZ1LBn2iWK8FAlfjVcOLU8DErjczhMloF43KloajZIJix+E7xzaW6KclfjdhbgF9gT/+BTt0NkS3LKCtmjKSlzex92QqAJKC5zNWsejybYnlO9MPzGTHejhOygYD+W5BShCvAIGBDY+P71JxqypHBW0ExWli3GJZwMso4hzHDydWjKTd9NpQIFIOfwzmpC1mi2Mu7cm6uNievSG1lRvEJMCOK69SS+a1/yMg8REZtIUp+2a2dYkJWJq6KqgLe9pJiSgnxCIlv3b1VaWFBtu6SgoElC1luGrSqnWDEYTgox+/zzz3PDDTdwzTXXADB//nwWLlzIu+++y3333Vfj+AULFlTbfvvtt/n6669ZtmwZV199dZvY3FEJ9TMw/+o4Hv0+C4Ms88j50cQGV79P/7mtECFANRqxR0fz8HrBvvwy5Mp3pEVpgh1P7mbFP/sSaG04JCG1UOW/fzmQMaMUBKOGFgFwS1Is/QNbr1zeEV7OWcLjmd8j8FYb8AiNe6PPanBchiuPv6W/ToFair9s5cm4G1lTvgcVgYrX37jesY++ts58WfgLv5WtRSA45M7GKpu5IHhSq19bXUQbE7koeC4aKkojBbVRCkTGhIa3fJmEgklumlNJkszYAi5BCAeSZPY1TMhN/5myoh0AlBXvQpIN+AXWnRSo0zh0IQtcPCmeTxcfwuH0itDrz+/SrHkMssTwOAMbMzxUdj1kVCNELMAHQ7txy+YD7Cp1cFl8OHM6t385MCEEds2BTbZQoJawu+IgccYIkswNF2xuiHBDNOcFz673GJdWTrF6CLMcSGAjypJ0NAJCYshM3eTdkP6fvfMOj6M62/7vzMz2pt5lyXLvxhU3DBhsOqaHEFpI+FIgJE4hpEB4U0h/SULykkYKgUCABAgdbGyMcce9N0m21bu0fWbO98dKK8kqVrUN1p3rCp7ZM2VXu2fu8zz3cz8Cb+LJo2CJaZksvftb7PvwfewuD1MXXIK/oZ6t773Nvs3r2LTiFa77/AOkZA2+rZgnMRmhKEjTBCFQNQ2704VpGCjq4GkJLbb2vkJWW+/6uhtG+8WkaRgf+eK3SCTC5s2beeCBB+L7FEXhoosuYu3atT06RyAQIBqNkpQ0JNU4Whniu3/aR1VDFFUBI5gItE/VThnh4VhthMpx4zCsVnYZIL0SR11dzNFKCCr9JluP+Dlv/MklN3rzgjacUYnhC4BhAWnh6vTMU7LQWtN0IF53L4E1Tfv5Oh2JbMAM85eqtyiJ1nCOo4D/1K+m1mhsfi3EX6vfoMCWwaFwGQYmEskIW2x+PhI5Hs+ySSTFp8BWK2z6ORrZDgiGWadgVdprRoUQqL2gOqqwkWddSkV0LRKTVG0WFtF7a6uYvVb7gFSw6Qht3Q+CTUVdElk94qeqdB3SNEjKmIHNMfS77Qof7dl9gDBqmIfXf72AdTurGZ7lYtrYvqf0/3VjAj98z09Fk8Ht5zg4J7N7Ivt2WSPf2F6KKeFHk7K4POvM6JBUqzfyYMkfKYqUkaR6CckQERnTlN2XdhMLPYMbGQyZ9XwYeAqdWFp7hPV8sq2nLhrZF5QVbWXfh6+AEIydfhXDx59PONhEVclefMk5jJt5dY/Ok55bQHpu62Lq3bf/TqAxls4MB/x88PrzXHXXVwblPbSF2+fj/GtuYOvqlbHWsKlp/Of3v0FRVWZdfAkFEyYPynVTsnKIRiIEGhtxuN2k5ZwdXsDdoaqqCsMwSE9vH5lOT09n7969PTrH/fffT1ZWFhdd1LFYECAcDhMOh+PbDQ0Nfb/hMxxPriijtik2n5km/Oz5Ii6cmsz7R0J47Aqzcq386NOjabIW83QotrCSAIrA1DRUXUcJh1FNg9yUnkkCRiSqXDoJnjfqm/cIQOfh3aUszui/3rFeD2NISZKl84XfdGc+Kxr3IJEIBDNdnQdsfljyT1Y17UAC7zZuw64o2ISI6fmR6FLnp9mf5iflz1MWreWahDnMd8ckT5MdozgQLkIQGzvePqLf76s76DLCB03/IChjRPt4dCfz3Xf0OPraFRxKBnm23vvjngw2RyaBxkO0uB/YHBmdjpOmwaGdfyUSimWnaiu3MfqcL2KaBnrEj8Od1mknsbMVZz2RNQzJ8YoAyQk2rruwO/uNniHVpfDopT2blKrCOle9X0i4OXx7zZoijlw+lmxn3wX7ASPC8sZ9eFU757lH9nml/8+atzkaiVWi1huNtD3NC7XvDjqRLYvuQqf1oVocWd8lkZWEiFWIuhGD0GihJwj669i25qm4jGDb6idZeM13GD/zaqBnBLYrGNHmDj3N/2/ovfNs7A0ioRDb3l9FoKmRkZOmkjtqDLmjxlBZcoy3/xkrQjMNg/Vvvk7OiNFY7b2LlvYEqqqSM6Lv6TZFUTDbRGWVTuzKzjb8+Mc/5plnnmHlypXYu/ibPfLIIzz88MN9vkZtXYhv//ADdu2rYc6MDB76xrk47GfmI0ZrW6glQKiCxX8oY3tp7Ld197lufnpFEr+4bTgv/DlEpPnrpCrw6Ykayz+sx6mE+danhzM8rWe/ASEEX5pr4/nVbXfGaiL6i58Xb+b+w6sxga/knMMvRpzXYe7/asalGJisaTrAHNdIvp7euaxgY+AAZst8IyVBw8Cqac1etAqfSFxEljWJX+V27MR1pe98bMLG4chRxtqHc4F7cAsLG4xygrJ1weU3a2kyq/GpZ45UzTTDNNWtRI9W4PLmoCg2opFqXL5xuBM6L3COhGuJhKrj24YepOTIKkoLPwAkLm8O42Z+GlUdXF31RwVn5ixzilDbEOHWb6/lQHETDrvK49+ewbmT+190VNxg8qtNEXRTcs80K6OSOk/DFvkjhFo0CEBUSg77I30msn4jzLl7fs7OUCyd8/nU+fwu7xN9O5cZbJOGknGCKBA4FVvXBw4QNGGlNQUDquj8ByvZieSD5q3hwCLEaejzEfLXxkksxAqzQoF6bI7+R9innX8pR3ZvRY9GUFWVmYuu7Pc5u8KK55+JF1od2rGdK++6m9SsHCLBYLtxUppEI5FBIbL9haIobdwgxMdCH5uSkoKqqpSXt7c5Ki8vJyOj86hOC37+85/z4x//mHfeeYfJk7uOoj/wwAMsW7Ysvt3Q0EBubs+j4T/9zWbWbSrDMCVvrigiO9PNvZ+d2uPjTyXuuDiT/66vpLgyjFUTXHJeLj96v/U7/od1TXxrUQIpDoX/XGnl/vejGCb8YJ6FKwsccE3fmgrMTvYwweNkV2OsmMiCym/O6V/GoTTs5+uHW9nx/x7bwi3pY5nuaU/mLELl25lXnfR84+y5bG4ms0IIohKqdQOrEDyW+/+Y4uw6yqoIhUt8PSuUPhDaxZ7QVlyKhznuC3EqvU/f2xUvcf9sQKBg74MMYDDRVPcu4eBeQGLoVXiSFuJ0d/930KwehGJBNjeakBLKi9fT8j79DceoLt1OWs6MQb77jwbOaiL71GuFHDrWBEAobPD9P+zi1cd6Z058IoJRyQVP+ynzx75wz+/V2fkZN4n2jg/TcV47uQ4LJaEoEonDEuZru/YyL9nHj8YPx95LHeLr9bvjJBbg/yrf54fZV5Go9b5w7FLfuXzQtAOjmcamaglU6nW4FQefSVna6/P1FpmWyVTpB2kwS1CxMMp2cYcxkiiStvrAI8AxYNig39+J8CZlY3clEgrUAeBwJeFO6J5g9BQZeSO4/Vs/o/J4MSmZOXgS+96ZpztIKSktPNyu4r+ssJDUrBzSh+XhSUyKF2JljxiJ03Pm2r98XAhsC6xWK9OnT2f58uUsXboUANM0Wb58Offcc0+Xx/30pz/lhz/8IW+++SYzZnT/0LPZbNhsfV+kFh1twDBbMwdHS5q6HFtcHqSkKsSkER5cfYza6oaJ3x+lsj7CrsMNTBrpoyC7ZyQmLcHKO49M43BpkMwkKxtLdGhDZFUBLU5YF+epXJw3MJpwq6Kw/oJJ/OtYNfVRgzvzUvFZe/7+DWny82MbWdtwnHnebJblzMRvdMzQNOh9K1gG+F7Wp/h1xUsci1Qx2z2WonAlfjPMTUkLOMc1MFKBkkgxbze+CMSCIzVGJXNdF5OspWJXeu6L6lR8THFcxt7QKgSC8Y4LsSldF85JKTEoQlKPyjAUMXDOQIbeRDRcimZNRrO06ln1aPuuYHqk605fLVBVG/njbqb0yJtIUyc1dyEHtj13wnsxuzj67MNZTWRDYbM50iiREkIR46THnAz7a02ON7USgeqQZHuFwcJhHT9qp6bwwaIRPLq/ivX1NaypDbChDjbVxfQ+v5w0slfXdp2QZtBQsPaxdd1Exwh+M2wZe0NFFNiyybdmUGc04VGdWHqhP5JSUqlXYlNs+NSee/OqwsoUx01EZQBN2FA6vaZJ26htDP3/G/YFqmbl3CX3cvTAWkCQO3oOqjpwno5uXyJu3+DasUkpSUxLp7aiPE5mk5qjfZrFyiW33MHRg/vRNI2cUWM+VkTxo4Bly5Zx++23M2PGDGbNmsWjjz6K3++PuxjcdtttZGdn88gjjwDwk5/8hAcffJCnn36a/Px8yspiVlJutxu3e+CjVpcsymfXvhpUVWAYkovO6zzS+J/3Svn673YjJWSl2Pj3D2eSmtA7Ar37QC2fe+A9qhp1os7YQl1TBX9+cAZze5hVs1kUxg2LkZ4LR2osnejgxZ1BhIBHLk/EbRuczI5LU7kzv2/FvI8Ur+PBoveRwMvVBzGk5P7c2SxNKeDFqlgm5VxvBvN8fS/ITdTcPJR1S5+P7wnK9ePxf0skldEyXqj7O1Zh4/rE20nRev75ZFvHk23t2pawLXQ2E5WxTl9R1mPnWhTR/yxsNFJBdek/kTIKCBJTr8LuismjrLbhBPUaWiLHVnv3zRRa4PblM2rq/4tv546qp3jf6wA4XKkkZwxOjcJHEWc1kb3pkmE893YxdY1RhIB7bx598oNOgmFeBacGIT1GsTQFRiR2PSHmOK38fGoW161vtRwygbU1vS+0WOIdx81J0/lnzWYUBL/NuxGX2vcIS441jRxr64SSpPUuTW5Ig6drnuZIJDbBXuy5mDnuuT0+PmZo3fXqWmBDMgHY1bwnGTh9hUE2h5eRkz8aHbUMXY+l4BWFSCjE608+wfFDB/ElJZORN5xIOMSYaTPILmhdTFlsNgomnNnd0j7OuOmmm6isrOTBBx+krKyMqVOn8sYbb8QLwIqLi9vpgf/v//6PSCTC9ddf3+48Dz30EN/73vcG/P5uvXEsqSkO9u6vYeY56cw/t3OXjp8+fTCuwimrDvPM8hLuvW54r671/V9tpq4hjG5zxPKuQmCYkr/9t6jHRLYtVEXwl5tS+P4lBi6rIMmpsqdW8n+7waHCV6dAmuP0L9xW1h9tJ/l6u34/X8+dxfMTruCtmiIi0mRJYh5WZfA7lPUHGZb29SgtscWojLDZ/wFLfEsH5bpRubvNlkSXB7H2kMhKaWBEG1A0F4rSPmjkb9iClC2Wf5Km+nVxIuvyzUdRHejRKqz2POzOvnnHZubNIyFlNNFwE25fDsoABko+6jiriWxuupM3fnc+W/fVMizDyYjc1lRpbWOUB/64l52FTVx4TjLfvXUklm66rrQg0S546Ton31oVQjfhofk2cjwnP25hSgL/Lq2KlypdmJrQ6/ejCIWnC+7kFznX4lSs+LTT27ruQPhAnMQCvNP4DjNcM7F00pu6rxDMBUYSK/bKQHxEv9KmabL9g9eoLT/O6KnzyR7Rvy5nXUGaJsuf+yfb17yH1WbnstvvouL4MUoOHwKgobYGT1IyV3/m84Ny/SH0D/fcc0+XUoKVK1e22y4sLBz8G2oDIQSXLsrn0kX53Y7TFNFG1XhC4VUP0dAYwTRBSBk/jyLA4+r691/jN/jd6joCEcnts72MSW9PRoQQ5CbEji8PSOa8CM3GBrxcBDtvkKiKoClq8uOdAY76TW4psLE4a/BrBlow25PJu3VFqGqEVHclBzjGhfsLebbgPi5N7noxEDQj1OhNZFoSUM6AavdMSy5LvNexN7SdSr2MxmZ7LxjcBiYCJ5IgLa4BJ9pjdQVD91NV8k/0aC1CWEjOvB6bo5WMi3YZQ4Fo84wTQsHpmdnre9WjISqP70Gz2EjJGosQCg5XKg5Xaq/P9XHHR/OpP4BI9Fq5YGbHCseH/rKfdzZXYZjwj7ePk5Vs43NXdZ0SCEUlawpDeGwK83OtrP5U71J39xZkx+xOKmuZmejl/lF9jyxmWvvWXrenqNbricgIGVpKt5OO2YmGR0rJQBoLxB6JZ06Fal/x1tP/S2nhPgAK92xm4TWfpWBC7ye/k+Hwrh1sX/MeAJFwiFf/9icmzGqNkksp41Zfg4VAYyPHjxwCKckaXoDLO7jf1yGcWfjunWP40v/uIGpICrKc3Hxx77uMffoTY3noF5vQwmGimopEkJXq4EufGIlhyg7tYw3D5Krfl7C/IgICnt7UwLqvDcNlU/jjmnrqgwY3z/AytpncrquA+jYy0711cNQP+R64ZlUV79SUIoTk74VJfLAkkzmppyY69lDePAwkLzS+RUTEvAWKI9X8rvIt/ifrhk6P2eA/yF1Fv8dvhhlnz+bp4ffiU7sncLuCRzgerWSKYyTploHzLzWkgUKsGHOEbSwjbGMpix7nP3VPEZURbMLODGf3xWK6DFGp7wSpk2zJxkIaQvRsMWETFxCWbyJpRGU4Gj0LGDTVb0KP1gEgpU591QrSclubirh9swkHj2DodQjFBmIYxfuex2pPJC1nAUov3QX0aJi1b/yKQEOslXFm/jQmz/tkr85xNuGsJ7JdYd8xP0YzDxMCDhwLdDk2EDG55I/lceuWz81x8+PLe/fjF0Jw34gc7hvRfwuwwcSLde/yr9q3AJjlnMCX0j7Z5Qp/tH002ZZsjkdjeqgF7gVYlSG7kM5QWrgP05QYugESNi3/96AQ2aC/fQFONBxm5JRz2LdlU9x1YeKc+QN+3Rbo0Sh7Nq2Pd95qqK5i8vyFWKxD34uzBYtnprLm8flU1oYZke3qUabrRFx3aQEj8nwcPtrAzMmpOBwWXtlYzaJvbwPgWzflc+fimE70pd1BPvdSPU1hFUWzoEWjNIYlG4tCPP5+PRuKQggBT6xrYO2yXHISLYz2tdbCKwI8Fkh3QNQ0eafhAFiisUiwVs/XtkCTYTDJZ+M3M9JJtA5eWt+qqPx4+EJ2HdzA9mDrgjNgdl3c9WDJc0TMCA4hOBQq4a/Vq7gv7dIux79c9z5/qnoZAJuw8Iucexlm61/hqpSStxteY2vwQ2zCxpUJ11Jgi8mWMizZ3Jl8L/VGLYlqMtZuXHFMabA7+CySWkbZ7cA2oljQ5BUo4uS6WkUk4xCfjDua9Pz+29ZeyDYyghhUzU1q9qcx9EYCjeUU7X2GlohNOFRL3pj28p6Toap0X5zEApQWfsjY6VdhtZ9ZjgxnCvqUY/jtb39Lfn4+drud2bNns2HDhm7H19XV8cUvfpHMzExsNhujR4/mtdde69MNnyosmRnTzaiKwDThwmldV4q/cyAUJ7EAj69toi748asobDD8cRILsCGwi92hw12O14TGHcl3ckfynXwu5fOc77ngVNzmRxKKqqFHDKQZ45O1FeXUVpT06VyRcIhopPMHW8GEybi8rVrnCbPnMmz0GG64dxnzrljKVZ/5PBPP7bmOubcIBQLt2scahkHI33V1+xA+nkj2Whmb5+kTiQX419pqlj5+lHtfquMXb1fz6T8W8q3nSgiZgogu+d5TRygqD+KPmNz17zqaIjEdrWmxYCpKLI/jUVlXGMKUYJgQiEhWH445F4xLFDy9CMYnwrQUeP1ScGiCo8EwKNEYRxGAkHxQW8P2ujD/LK7nnBWbSH59BRes2UhJKDRgnxdA1DQ4HK4iZEa5J3Vx3BLRKjTuSD6vy+MajSZ8mopTUfBqKvtDx7q9zot1q1qvKQ2WN27u970fDO9na3AzIAnLEC/XvdDOHcWuOEi3ZHVLYgGCZjUhWUO6xULLckHKKAYbuzxGmkUY+tMY+j8wzf1A7+ULLu9URDwII/AmdYwaC6GgWXwEGotpXQZJmuoOU1r4Twr3/IKy4n9h6AGa6o8RaCrr8noW64ndyRQU1UKwqZ73Xv4Tr//9J+zbsqqLo88+9Doi++yzz7Js2TIef/xxZs+ezaOPPsqSJUvYt28faWkdV0SRSISLL76YtLQ0nn/+ebKzsykqKiIhIWEg7r/HOFJYR2VlgEkTY6v3k+HL1w0nPcHGnuImFkxOYsnMrnUp9hMcrdtat3ycIOlIzo2TWICoQmWY9dTbYX3UMOviG3nvxb+321dTcZzEtN5VH7/773+x+qUXEIrC4ptvZfbi9qbnTo+HW+//Lgd3bMPhcjFy0lQAUjKzSMns/FpSSrasepe9mzdgszuYd8XVZOTl9+q+WmB3OlE1LU5mFVXF7hqKMgyh56jz6yz7R3E8Y/bs2lihrGG1ErXbsTU0oEpJdaOO3WUlfIKRSbpX4+ElCUwfZifZpVAbMOMtxUe26dL1iZGCT5xgHJNpt5KgadS1WYwpaJhCx7RVUxQJAgqra2r53LY9vDz7nAF5z4Xhahbue5TiSC2pmpvlo+/lnVHf4kC4jKnOPDItXTua5Fp9HAoHmr2VIWx2T7A9iotqGpDN//OcRIbQEwRMf7vtiAxjYKD1koJYhIvOtWknutc075VhTPMtWtxspLkCKdIRondyJos1ifRhnyEaKkOzJKJZu/68Ha6sNvcj0CwWQoFiQBJoPMyeTY8TbKoFID13DsPGdGxMkZQ+ktxRczh6YC1CUZkw+3o0i413nv01VSVHkNKkqvQILk8iOSOH3At6Tbd++ctf8tnPfpY777yT8ePH8/jjj+N0OnniiSc6Hf/EE09QU1PDiy++yLx588jPz2fhwoVMmTKl3zffUzz3wh6uv+kFPn/P69z4yf9QW3fylbKiCG65OJsf3DWmWxILsGiUnavGx1ZQg23dsqGhjNHr/4p39e/45qH3261qBxs+1cNiz5z49lhbPhMcg9uC8OMIf0M1/obqdvvGTDsPX3Ks7aAQCqpmIS27d5Xc5cVFrH7pBSBW1PXmU3+L+762hdPjZfLcBYyaMg3Rg65XpUcOs3vDWkzDIOhvYtWLz/f5e6dZLIydPouE1DQSUlIZO33mkKxgCL1CY8iMk9gWhD0emrKzaczNpWrCBByjspmY7yLNpXDJqNYoX65PYf1XsrlpmgdVETxzZybjM6zkJGj8+OoUZuZ13+DDoaosnz+FC1ISmJ3o4ZsjCjClBFcxWBpB0QEDQxqsqD9I7qrn+fLeDSdd8J8MPyh9g+ORWGvbGt3PN4+9zEh7Bpf6pnZLYgEmO/JRm+VfqhDk2bp/nt2Tdh1eNeYWM8E+nMu8c7od3xOMtI3GqbQS4on2KWh9aCNrVVyMsF1Kna62UkWhojK9iyP8dLBklI2djjwZVNWJ3VXQLYkF8CaPIzN/CQ53NgkpE3H5kmkhttGIESexAOVH1xIJd7wfIQTjZ13Hoht/wKIbf0B2QUxmVlNeHPePFUJQXVbcp/fycUOvvkmRSITNmzfzwAMPxPcpisJFF13E2rVrOz3m5ZdfZs6cOXzxi1/kpZdeIjU1lU9+8pPcf//9qF0Y/g90z+/Hfrcp/u/S0kZefe0An/rkwNkIqYrgbzensK9S5wfvNvKzNQHeK9Z57CofCfaBJbTX7nyF0ogfE8lPjm5iji+Tq1NOHZm8PflKFnqmE5YRRtmGofbRp/ZshJSSbe8/x5Fd7wMwYtJCJs+7Doj9jq68634+XPkK0UiIiecuwpPYOxuhUMDfcV8wgCexf8Uagab2E200HMbQdTRL3wpcXF4vo6cObovjIXx8kZNk4cIJXlbsij0XhCIIezyYmkZLL+1CexL7ayUTUxWevimRF3YF8UckV4934GszJ0/LtbPqy70rrJ2W4GHF/Knx7YPBHbxQYbbGBIUBWhMBIvjD8KvivYxyevnisLF9fs9BM9Y0B8BEdquJPRGfT72Mwkg524NFTHQM44upl3c7fpQ9l7/lf4dnal/nzYYPuPfYj/h08jXMc/c8uiyl5H3/+2z2b8Krerkq4WruSP4cB8J7cSpORtv6ZkEFkKyNwS72EJFlza4VBi7FjjSrkLISoaQjRMuc5wMSgPrmbQf0QEvbHwghSMmaTUrWbAAaa7dRVVpCV1XO3bVV1yztF1YZeWMoObwLKWOfccaw/luGfhzQKyJbVVWFYRhx38IWpKens3fv3k6POXz4MCtWrOCWW27htdde4+DBg3zhC18gGo3y0EMPdXpMf3t+nwjthNS/Ngh5fyEET24N8t99YUwJr+wNkewU/OqKhG6PM6VkY00QVcD0REe32h1DmpRGmuIJfgEUhQa3wvxECCEYbmtfZRwyw+wPHcatuiiwDckIukJjbWmcxAIc2rGK4RPm40mI/Z5c3kQWXHVrn8+fM3I0mcMLKD0S0y0XTJxMSmbvK8JPhM3haCcHyBszrs8kdghD6C+EEPz18wW8tqWOUNQkP83GomcCcRLbgppQjPhZVMEnJvc/Pd4VFqa6eaG5WZMAfBYLilVQ06w+0IRgXyA2T+9ramRDfS3neH1M9PQ8vX1f2vn8p3YbQRlFFQrfzOzY6bArJGpu/pB3b4/HAxwKH+ONhjUARKXOH6te4BznOJxKz1pS7w/v593GFQA0mo08W/MMX0y7h3OcHbvLlUUP02TUkGbJx6uefPEupYFBrINlSx85w9iGae6JDTAEqnYFipKDECqKuhQpd4E0Eco4RBftzvuCQGMJZUWrkEDGsPNweTvOt57EKaiam3CwBJsjm+PKOuoqY/eamb8Qi63n0qr5V97Fjg9ew99Qw/DxM0kfIrLAKXAtME2TtLQ0/vCHP6CqKtOnT+f48eP87Gc/65LI9rfn94m4/+tz+e6DK9ENyZgxyVx5+ag+n6s7HKzW41orQ8LeSr3b8aaUXP9BEf85HpvkPpWXwN9n5XZJZlWhcGPqGJ6p3IeKwK5oXJFc0KN7W9O0j79VryZBdfKV9EtPmo7qKQJmkB+X/o4qI5YuudR7PlcmXDQg5z4VCAfLqKtaixAqCalzsdr63+WlK5hGx65jne3rK1RN445vPcz+LZtRVZVRU6f125OxrKiQVf95Pr6dM2o0865c2s87HcIQ+geLKrh6Rusc9v0LBA+sjkBzlm9SqsLszO6zRdsqTZ7aa5DmgC9M0XBaTv5bWVVq8GG1yYJ0hRmpsfN/ZtgwXq+o4LXKShItFl6aOZMXKg7xaPEeNCEwpOSq1Bzera5k8Yb30aVEAV6aPocr0jN79H5nufPZP+lBNvuPMsmZRcEAzlMRM8qxaBnJagI+Leal3nSCptXEJGiGekxkq/UqBCKus601ajsdtz+0np2hWNGSElJZ6L6FRO1kDgkKAi+SRlqorJAVMbmTBITENHahKDEHICHsCNGV9KDv0PUgB7b9DdOIRceb6o4wYfaX0SxOpJQ01hZhmjrepOE4PSNwemKZ05GTh1N+dCOBxgrcCb2Tj1ltDqZfcN2Av5ePOnpFZFNSUlBVlfLy8nb7y8vLycjo/MuXmZmJxWJpJyMYN24cZWVlRCIRrJ3o4/rb8/tELL6ogJkzsqitCZKX50NVB0e/euU4O6/tD6MpoJuwdHz3DQk21wbjJBbgH0V1fHtcGmO9XU8Wfx+3mAsScyiL+PlE2hgKHCdf1R8MlXHrkd9hIFEQbAwcZsWobw+I8fSWwK44iQV4s2EVl/ku+EhIDgw9QGnRU0gztuAI+o+QO+rzHbq2DBR8KdlkDp9M6ZHtAGSPOAdvUs8eZD2FxWplwuz+a9paULRvT3ORSOyBUVdZ0a571OmGHo0SCYdQFBWbo/uMxhA+vvjKXBdXjrHx0sEomR6Vq0dasGldfxf215rMfzaMbsaCDquOm/z36u6fOX87oHPHe5GYWYGA1xbbWJKjYldVXp09myZdx6GqqEIwJzGBUU4P+wINXJmaw0XJWVy3eV1MT0uMbz1aeLDHRBYgx5pIzkn0mb1Fnd7AD0sfp9qoQ0XlC2mf5BznOMbZC0jXkinXY1r+qY4xJPWixfgI20hWNEdkJZLRtjGdjjsU3hL/t8SkOLLrpERWCIFTuYyQuRpJAKuYDLIQPVIR7xhnsfVcenEi6qv3EfKX4U4owOXtOoAWDlRjGq0SSNOIEApU4fYN49COF6g8HntvnsQ8xs+6C6W521rlsS0c2v4iICg98gFjpn2ClKzeF2wZepRt779KXVUpOSMmMmrq/LN2/usVkbVarUyfPp3ly5ezdOlSIBZxXb58eZfdZubNm8fTTz+NaZrxB+D+/fvJzMzslMQOFhIT7CQm9Gw12Vd8aqoTj1XwQXGE6dlWbpjY/fW0Tr50ne1rC4uicndWTN/725IPmbP1SeyKxuOjFnNl8shOj9kSLEJvFiQYSA6Fy6k3AiRoXbd/7SmsJ3Tp0oTWrebndCASOkDQvwZQcLoXYrHFGltEwpVIs9U2zTSCRCO12OyD02BBCIXZiz9NTVkhCEhKzz/jJx63zxcnsUIIPAkD+yDtD3Q9SkNNa9GcHo3i9g01VzhbMTJZ46vJPXukvVNsEmqTDHmj0CRqSCxq17/H3++NLXibg378Zb/OkpzWBbtba722KhS+cIIm1qEZ4DoMGIhgLglngDxnReM6ao2YftTA4Nma1zjHOQ67YuPhrC+yyb8Lq2JhhnNCr+aqdEs6dyZ/mp2hHXgUD7NcszsdZ1dchIzGeOTWrvQsza6KRFzqVfHtiFlH2/pTPVKFtQ+xsMrj6yg58iYgoHglwyfcgjex8+eq3ZmCqtoxmsmsolqxO1MIB+viJBagsbaIhpojJKTEzlN+7MPmV2I3XHFsa5dEtqxoL0cPbMGdkMroc85HVVu/Yxvefpb9W98HKTm6fysSKC/eS1VpIZn545h10U2o2un/jp0K9FpasGzZMm6//XZmzJjBrFmzePTRR/H7/dx5550A3HbbbWRnZ/PII48A8PnPf57HHnuM++67j3vvvZcDBw7wox/9iC996UsD+05OEcrrItitCj6nxqaiIP/vqTIqm3Q+PTeBhy5P4erxDq4+SSS2BVMT7Hw6P5EnCmMRzS+NSmakp2e/vh3+Su45+A4Q02XdsPslKubcg1frePwkRy5Kc5pHQSHLkohXHZj2tdOcE9ng38au0H5UFG5JWjpoLRD9xiGazP1owkOiOgulB1onw6jH3/A6LZNGU/1/8aV8BkWxY7WlIISGlAbSlCA0kINLLIVQSM7smRzkTMDY6bOoq6zk2MED+FJSOPeS7gtFTiWioXC77UgoCENE9qyHlJIGv47HqaF00f52VELrflVAluvklomZzthYI2ZJS6az53OFLg02Km8iXbFspnAe5zsje65zHWj4jQBVeg1R2bX8zanYOc/T95R8tjWbbGv3Gv3pzktZ6/83frOODG0EI219LAIVGq3erZ1bRfYENeUtBFQCgrqKHV0SWVWzM3LqHZQXvdeskZ0fkxWYHa+tKK1Uy+5IoEGI5gY0ApsjodPzVxzdz7sv/BohFKQ0aagpY/biT8VfLz2yN97ERgiF3Rvexl9fiZSSA9veJxKMMnLKPLLyR/bIneajjF4T2ZtuuonKykoefPBBysrKmDp1Km+88Ua8AKy4uLhd6jE3N5c333yTr3zlK0yePJns7Gzuu+8+7r///oF7F6cApim5748HeXFdFYqA739qOD99309Fo4Ep4bGVtczKd3DZxJ4Lt4UQ/GlmDt8cl4YiYIS750vI4jZFXhIIS4PKaKBTIjvWnsUf8z7Ln6tWkqA6eSDz6gEjm6pQ+ULqrdQbjdgVG/aTGFr3FQ36XqqMtwGwCoEpD+NTF2BVutcYmUYD7T0GDUyzEUWxo2ouMvI+QcWx1wkHK4EIRw/8jdxRt2NzxCpbpZSYRgRFtZ7x0dMWHD90kPf/+x+EEJy39Po+e75CTHc774qrB+7mBhDKCa4nJ24P4exDXWOUO76/mZ2HG0hLtPHX705j9DBPh3EX56k8Mk/jsW066U7BHy46+e/7f2dbOdQQZnuNZF6awnfP6Xm060CoggORchAxumWKMJVUAt1bYQ0GDoeL+V3lX4nIKE7hwKe6qTUaUVG4IfGSQb122AywP7yeiAxRYJ1KopbJEu/dve60dSI0y3j0yE6kjHXgtNrO7dN5TLPt4lhidkP0AZzuDIZPuLHdPovNzbDRiyneH2selJo9DU9ia3v7/HGXEArW0lR7FE9SPnljOl/QlBzZFSexAMcObmtHZFNzCmiqr0JKiZQmpqE3/1vSWBvmw5Ur+HDlCkZMns6Vd37pY01m+1Tsdc8993QpJVi5cmWHfXPmzGHdunV9udQZg/d21fPiuioATAnffeoIgaTkeDpDAMdqo12foAsIIRjVwyhsW8z35ZBldVMW8SORzPRkMtye0OX4i72TuNg7cJZjbSGEIEHznnxgNwibQVShoYmOD4dqfSeV+gosgF1RcCgKUjbRZL6Oi8XYlM5XzACaloYQTqSMdeyR0kZDzSo0zYvbNx+7MwfDaP27SanTULON1OyLCQWqOLzrH0TD9ThcmRRM/BSaZfCqnwcC/oYG/vGzH6I3d/Yq2reHe3/+G+zOM/u++wKr3R7TyIaCKIqK0+slEg6DlGhW6xml5R3CqcEfXjzC7sLYIr+qPszDf97LUw933ur5azMsfG1Gz8noMLfC1mscmFKi9JJ0ZVp82IWFsNSRSASCfGvX3SL7ihq9jr9VP095tIrpzklcl3hph6DFq/XvxCOxQRliunMyc10zSdYSSNQGL6MhpeT9pn/RYMZarx6N7OZiz1241IR+BwkUxY3DfQuGXoaieFDUvlkOKqqkJVgqFIHN3r38rr66kD0bnyEa8ZM1fA4FEy9FmgZSWknNnkdq1jh8Ke2DLRabm0lzPtvteWsrS/A3NmLoOooa8xb3JbfXU5+75JNoFht1lcfJHTUFU5psW/0Spg6RNrqZQ9s3U1lylLScvBMv87HBoLsWfFwQPKE9jGnClRNdvLzDjyLAYREsGX/qOhT5NBubzrmNv5XvxK5ofCZzcq8n1zMBUko+8L/GofB2BApzXZcywt5eL1QWfR+QWBUFS/N7jP1HEJVHsNE1kRWKDW/STYSDO9CjjQSadgN+omGBHq0lKf0mVNWBTj0tkVtFi8kuSg6/QTQceygG/WWUH32P7ILBjVj0BEd2bWX92y+jaRYWXP0J0nNbJ8qq0uNE23gwh4NBasrLyBr+0ZEz9BRCCFxeLy6vFyklIb8/rufVo1EcLtfHOgoxhI6o90ebNfoS04xFaFtwpNHghncD7KkzuDLXwl8XODt0ZewJ+jLPJmhO/j3ic9x79Bkips73s69m1CBo8f9W/TyHwkWYSN5tWkuGJZUFnlndHqOgMNI++CQnIoPUmxXxbYlBtXEcl5owIOcXwoZm6d/7cHlyMY19tDwLnJ6cLsdKKdm1/h9Ew35Acuzge/iS8zh+eCNVJbsBwbFD6zh3yTLszoQe38Oxgzt546lfxSQKQpCQkkhKZh6zF9/SbpzFZmfOpa37pJQ4XB6OHthFbeX77caq2seb6n28390A4vxJCYzLcbLnWCx18anz0/j+p7K4cFMDFY06S6d6yEs+tcLqTJubbw7rWwplsLA9uIetgV2kakks8izAqnT9mRSG93EwvJ2S6EEgpmv6wP86ebZxJ0RmBQYQMk0cQqAimomsRBVupFwJBIHxCNFxIlNULw73PPwNG9rslUQjJQCk5VxKyZFnMPQAdmc2CSmxCI6uB2grSzD0ge2d3hfUVVXw8p8exTQNhBC88Luf8NmHf4WlubIhNTsHq91BNBy7V5vTSXIXjiIfJ7Sk1NrCNE3UISJ7VuETF+Xw4qpSjGYfxM9clR9/7e41QbbWGBgSniuMMjU5zDcnD24BcFtc4pvIAd8PBvUa5dEqWlozKChU6NUdxlzmW8TvKv9GVEZxCDuLvPMH9Z5aYBF2bMJFWLbOq15l8OwO+4LM/CtQjtmJBKvwJI7Fm9RNFlOaRMNN7XYF/dXNJBZAYkRDVJftI7ug82K3zrBz3fJYzUbsFHgSsrngus4z4G0hhGDUlPmMnDwPIZxsfS8mbZh63mKSM/rvJ34mY4jI9hAOm8pL353Imt0NuB0qs0d7EELwqdkfneKS9xr3sDlwmHOcwznfM37Az78ndJA/VT0ddy2o1Gu4Lfn6TsceCu9iVeNLCARtC4UlJobU2xHZLMtCjkbfQkfSZHpJ15IwqMYihmEXx4EaYhNjMVJeCyQT9K8gGj6Aoibg9FyCqiZisbZNzQgs1iwA7M4Mho+/D9OMoCitWrnUrDkU7/93bLQQJGec/m5UNWXHMc3mvuFSEg74aaqrJTEtRladbg+33v8dPnj1ZYQimH/FUmyOj5+s4ER0lpocisaemahoMjhQpTM+3UKiY2D/RpNG+njtf+eyaU8to3LdTB7ZOj8XNpkYLVIwAUVN/WsbeyKklNQZQXyqvVc1CFFpsDd0jETVTU4/5QbTnZN4t2ktCgoSyWRHx25iI2x5fC/zq1TqVWRY0nAqfS/8rYgeosEoJVHLJVnrPhqqCIX57hvZFniHqAwzyj6TBG1wHGL6ClWzk5V/RY/GCkUlIXUEdZWHmo+1kpI1kSO7VhCNBGkh63Zn75xebA5n3PJQCIHV7qS08BCv/f13BBrqmbLgIhZcdVOXcgwhBBdcdyvTL7gUAG/SmbVYGAwMEdlewGFVuWjqmWM/1Bu8WLeRZceeREXBwOSn2bdwfWLPV4k9wb7QQRQUzOaK0T2hA12OLQ4fgBbDbNlKREZYJ2FrM7FKaRKRAVwiH4eSRIZ2brwCVEoD+NMJZy4nEi4lGo6tik2jimDjW7gTbsJqz8WXfDlB/y5U1Y3b1xqJEEKgqu21yolpk7A5kgj6y3F5h2F3nv4JIX3YcCw2O3o0poF1+5I6TFSZ+cO57ov3nY7bO20QQmBzOOIaWYvNNqSRPQOxpjDMtU9WEdIhwS54465UxqX1PpMV1iU/3RhlZ5XJ4nyVT0/U4nNIXoaTvIyOi7c7R1n59ochVBGjGJ8oGDj7x/JoI4v3Ps72YCnDrIm8Neb/McZx8laoATPM7Ud+w67QUQC+lXEdn0o+r9fXbzT8vFC7gvJoDfNds7EqKlMc4xhl77wY1qO68Kj9s188FtnG7tDbgIDIOiY7riTD0rlfbKOxjXpjEwoWZrkuxK7kEDQPUKu/gyaScCtTEAPoPR4reNpBOFiGwz0ct2/gmyAFGitoqDkSyw4KgdXuxu5MYPK829m14VmikQDDRi8gKb13156x6Boqjh2moaYCT0IyMy68hqd/+T8EGuqQUrLxnVfIGj6KkZO7d5Q4GwhsC85aIlt0vIljZX4mjUnE6z51franCy/XbQbAaCaZL9Zt7DeRlVKysnED24J7ybKkkWtNi5NYBUGuJavLYxO0ZGj2rDYRpGs5THHMI8vSfuIt0zdSGl0LCOrNw2jCTZoyFQAhVKRMAmpplQCkYRr7abVikZhmq8OD3TkGu7PzybYzOD3ZOD0Dm5Yp2rue7Wv+jQQmz72G/HE9l4e4vAnc+KXvsGXVm2gWCzMvuvJjr3/qKVRNwzH0WZzR+NG7DUSayw0aw5LfrGnid9f0Pjhw/+oIj2+NFSy9eNDAqsCtE7onxA9MtjHGp7C7zmRJtsas1IH7rvzg+NvsCpYBcDxSx1eLX+KVMd0X9AC8Wb81TmIBflb+IjcnzUc9SUS3PFrD7ytfpEqvZ7FnFm83rqNCr0QIwdYgfCblmi5J7EChJNqaQgcoi+7tlMiGzXJqjdUAmASp1F8lWb2AOrOZBEuJIZtI0HpP4LtCbcVaqstWAoK6qk1k5C3FkzCwWcjGumOARDRbvIWDtejRIAmpw5l3+Tf7fF5PQgo33vtDwkE/NocLCfgb6uJWWwANNVV9Ondp0RHqq6oYNmYsTndHN4+PKs7KWf+VFcV886cbkRKSE2w88+sLyErvf3OAMxm51mQUBCYSFcEwa/9Xa2v9W3my5iUAdgT3M891Dlf6LubDwA7StGSuT+w6RTPJMQe/0cjx6GFStEzmuy9rF4ltQYNR1Pyv2I+40SgmzTK1zYjLgPW0amTTsFhNIqEttJBZi21cv9/rQCHQVMumd5+KT0qb332a1JzRuDw9r7JNy8ljyS13D9YtDmEIg4YTbV37Wp+6osiIL11VAe8dM7l1QvfHCCG4Lt/KYDT4rDUC8X8bSGr0QDej+48flf6NokgZJpI/VL+EXVFojWdKnq99h0Xe7ou8+gunSKCOElo8Vx1K5841umxoty2JEpZFtPV9jW0PHBrr9sSvBoKm+v0DTmTdvixaLQ4EdkcimmVg/NmFomB3xYimAMZOO5e9m9cihIJmsVAw8Zxen3PD22/wxj/+AoDT4+WzDz+CL/njEbU9K4nsb/62K764qWuI8OyrR/jKpyee3psaZCxLv5ziSBWbAoeZ5hzON9KvjL+mS4NVjTvxmyHO90zCq/ZMU3kgVBiXEkgk+8JH+HTq9VzsPfnKWhMa8z2XnXScS0nHb5YSryJV26frhHABF7Y/tyUDl+9G9MgRFNWHxdpRJ3a6EPI3tFtZgyTkr+8Vke3+/H7KjxaRlJGJJyGR8uIiSguPkFUwgrScrtstnomQUhJoakSaJk6PJ97icQgfXTy4yMfVf6/CH5EkOhW+Mr9vTi+zMhUO1sUKtwwJ0zNOr4zkc2lz+VfNNgxpIBB8OWNhj45b4pvK0zWr2RU6igC+nr70pNFYIE5igVidAQq0aQJgVQb/0T7avpBQsJH6Zo3sCNvcTsfZlWwUw4ZJBJBYRSYa6Qj2AyARWMTAEiqbPYVIqIKW54bV1nvtcTQSQJomVnvn31GXN4MJs27j+OE1aBYHw8ddghikZkCX3Pr/yB01Hn9jHWOmnUtCysllKyfivZdeiP876G9i6+qVLFzaeQ3LRw1nJZG1WJT4QkoClpO1dBlkNEVNKiMRXi6tIctu5brs5AG30vKpTv6S//lOX/tOyZOsaNwOwBPVb/OP/K/i7kHnrwLbMFY1bQRik+koW/6A3W8LsizzMKWJ3yzBo+aSrnXuCXkiNC0d7QwrJABISMnGk5hBY22sw487IZWElK4tXnqD6tIS/vw/3yHY1IiqaSxcegOrX3kRpEQoCjd96asUTOzYCrGmvIy9mzdgcziZPG8BQb+f6tISkjOy8CYNDMHuC8qPFtNUF+t6Z7XZyRk1aojMfsQxM9fKrmUZFNbqjErWcNv6Nvc+eoENhxZhW6XJZcNV7p58eh9l8z0F7Jz4dT5oKmSKM4tzXD37TTsVG08XfKXXxV5THKPYFozVIEjg1qTL+GftGxgYqELljqQr0aWOJvr2uTQZDRRG9mATTkbYJnRavGZVnMxw3djJ0e2hCicZlptoMvagCAtuZSKNxirU+DNOw6t0ToL7itTsizHNCKFAKS5PAYlpc3p1fNG+lRze+ToA2SPmMGrK1Z0WVyWljyUpvX+BkqrSYvz1NWTkjcLm6DwzrKoak+dd0GG/Ho1QXVaKLzkFu9PVvC/KhyvfpKGmmrHTzyVnZEzuYbHZoDF2nJQSq21wmhedDgh5omfNGYiGhgZ8Ph/19fV4vf0z3gdYs7mce7/3AeGIyfAcN0/+8nwSfaf+jxoyTK5ZfZw3ShsQtlgHKgl8oSCd304dcUruoVZvYsnBB9vt+1HWbVzknXrSY6WUvN3wAVsDe8ixpnNt4uJB6+x1pqO28hA15ftxezNIy53arcF3JBygaO96QJI35lys9oFxFXjlL3/gw5XL4/6DTo+31VNWCEZNPocb7v1Ku2Maa2t4+hc/RtejSClJy84l0NiAaZooisLiT95G1vBT811sC12PUrh7V7t9GXn5uH0Jp/Q+Bnru+SjhbH7vZzoCZogXaldSrddzgWcaU5yjiJhRSqKVVOtlvNX4BrrUmeWcxWLvkl41HAiYTfyn9o+Em5vIZFuGk27Jxq0kUGCb2KeukKaMEDA/xCSAVQynwXy93ete5SLsyuhen3cwEA428MFrP2y3b/oF9+BNGviM1s5177D+zWcBcLh9XP3Zb+Py9kwzXl9dxT9++j0aaqqxWG3cdN83yR09lv8+8Rh7N6+L/80/9fWHycgr4NCObfzr178gGgmTPWIUt37jO1jtp85+rrfozfxzVkZk501PZ+U/L6eiOkRetvu0RWT/cLCON0v9oEZiHpjNc80fj1Tw2JSCAW2JejhcQdCMMM6e1W4icihWLEIlKlsbPiT0sJpVCMFi3zwW++YN2H1+FFFdto/ta54AoYA0CfpryB+3qMvxVpuTUVM6rq77i7ZpLQEoiopQFKRpIoTA4e6YIjuyeyfRSIzsKqpGQ001QlEQQmCaJjvXrTktRLazh+VQC9ohDCEGp2Ln1uT2zVmsioUcaxpP1TyBQWw+Xx9Yzyj7aApsPW+IcjRyME5iAcqiR6jQi5BIqvUyZrsX9+pepQwQiPwHnXoiCoTEPjhBCiHonFBFI+WYhh+LLRvlFAVJqkv3YpqxDl8tz2BDj7QbU191nG1rnicaCTJ66kXkjprRp2ttWfXf+L9D/gYOblvLlAUnl9wBbHj7VRqbM1Z6NMKK55/i9m99n4PbN0Ozr7YQCod3bSMjr4ARk6bwtcf+SKCpEW9S8kem5XpPcNb603jdVkbmeXtFYosqQtz2v3u45KFtPL2qPKbhi5gdjNh7ipqIESt+kEqcxCpAqs0yoF+yH5a+zIw932PBvh/xySOPY8jWCcSuWPle5iexCQsCwScTFzLd2XWnrFMFv1FDo1HZ58/2VKLy+I44iQUoP7rltNzH3MuuxOWN+WZqFiuXfOoOElNj8orkjEwWXtNeDxUOBdnw9ptAM+mNzdzx16WUmObp+fwVVSU1uzUC4k1KxuFqT8QNXcfQu++FPoSzB5vqa/jk1g+4c/t6Dvkb2722N1DJKzX7qIr6B/SaldFGKqONJx94ihCV0TiJbUHA7F3hmVNp/Z0pxMicbNaaHo7s7NW5DKOccOBpVKMOuwluHZASmxhJSxzNLiZiFR2jnf6GDdSUP0Vd1YtUlz2JaQxOAZ1p6NRWFFJbWcj+rf9lz6bnQcamc2lKvEl5+FLyW8ebBmte/R1VpYeoLj3KmlefYNual/r0rNKsreRcSolq6bmDkmm0/p1jc3VsOyk9M+6hLaVJckare5DFZsOXnPKxIrFwlkZk+4o7f7WXw2VBDBO+8bcj/GJFHcfqdMZl2njm83lk+Hrnh3hLvo+f76nBb1jBiCLUCGk2C8/OGrgUS2W0kV+UvxHffqthJ6ub9nO+p1XXc7H3HC70TMGQ5ikpEjgZ9gVXUhTdBECaNoopjqvO6B+e3ZXUWsAlFByu01MJmpiWzpd+/huqSo+TkJKKw+1h/KxziYRDWG32Dp/hsQP7CTQ2gGgT7WyuwG1B3ujTVyjnS07Gk5iANGU7izEpJU31dYQDsQeb3eU65ZKDIZxZKA0FWbh+OSEj1vHuraoyDi+8Apuq8nTldj514AUkkiTNwfpJdzPS0b/GAwAPlbzEz5rn1q+mLeb72df0+5z9hUNxMN4+nt2hmDWWT/Ex0ta7wESOZQSTHLMpDG9GoBKQsWikQOBWet4AyDDKiAT/TYwVAkKiKgIFsIvReJULARPRiY5XSklj3QexbJIiMI0Ggv49KGoGimLD5ug4x0opKS18l8rjG7FYPeSPvxanu/uuhno0zNrXH6Oh5jgAmlVBaxPccifkcM55d7fT5kdCfsLBRqJhA7O5w8bu9W+SkJxN3tjeRWbnX3Ery//1fxh6lLScEYyZtqDHx85YdCm7N64l5G9CUVUWXH0DAFd95j7efOqP1FdVMmnu+Yw+Z3DdK84EnH7W8hGBYUoOlLSmW3S7neP1sWjQ/vIwP361gkc/2Tu/0aN+g6ChxZZ+0QT+PC2NO0cMrBZN0nGVaMqOHW1UofSoWhbgcPgYHzRtJUHzsNgzt9s2tL1FyGyMk1iACv0AtcYxkrSB1yeZRpjGuq2YZhi3bxIWa9+aXQwbdR6Bxkoqj+1ESkEkHKK+5ii+QdBUnQwWm43M/NY0ohACm73zwr14hFOCoRtYrGqs1WszGbC7XJ0Wh51KKIraIW9k6HqcxELMqcHhcp8Vfrq//e1v+dnPfkZZWRlTpkzhN7/5DbNmdf2geu655/jud79LYWEho0aN4ic/+QmXXdaz1OVHCVsaagm0RKikpCQcpDDoZ4zby/eOvhufB+v1EP9XtpFfDL+km7OdHAdC5XESC/CLire4NXkOo+09bwddbzRhFzZsAzh/AlybcB3jQxMIyxBj7eOwK73TQUoMEtUabI5YtDBqpnMgXEGS6mKyo+cyMkPf1/68zY8ipzIHmzKseW/nz5xA0z6i4dZ0vmZRqDy+kXAw1nI3OWM+KVntnSHqq/ZSWrgSAD0a4NCOfzJpTvuagBNRVrQ9TmIB9IiJqop4dsqXPAxFbT+v2BxuvMlZVBwrju8TQqGq5HCviWzuqEnc8vX/JRxswuVN6lXAJjkjk8/98H+pOFpEYloG3qTY4iwxNZ1PfPk7vbqPjzrOWmlBb6EqgrljvSgi5oUYayEXe82UUOPvfYrzz4caiWkKVEDh8YMDn6JKs3i5N/Wi+PYFnnGc5+l5Q4ATcSxSxvdLf887jet4rvZNflf5zEDc5imHlJKKY89RV7mShup1lBX+HUNv3ze7umwDB7f/nqJ9zxAJ13V5LkXVGDHpMnTdIBoJUVtxmM0rft/cpvDMRebwAmYsuhghFFRNY9rCCznnvAsYN3M2My5czDX/7x5sjoHxRRxIdJbC+yhIUPqLZ599lmXLlvHQQw/x4YcfMmXKFJYsWUJFRUWn4z/44ANuvvlm7rrrLrZs2cLSpUtZunQpO3f2Lj38UcBEjw+rUGLacCDZYmVYc2tmp2JBoZUgHI6WMGPPD7l4//+yK1jS5TkfL9vIwp1/5jMHX6Qm2j6t7TdbSZYC+FSVf9euo6EH6W9DGny/9G/cfOR/uPHIQ7zftKNX7/VkUITCeMd4znFOw9GH9rONZhEB2fq5WJRqJjmSSLEEKdHfoCTyQY/OE7NGbPu7VLBYL8GpntwDtaF6dbvtaNQaJ7EA1WXvY+ihdmPCwZo2W5JIqI5AUyVHD7xDaeEHmEa0s5vsZF9sf3L6GAomLunkEIX5V3wRX1LrokVKk5TsnuuQ28JiteH29U2z6nC5yRs7IU5iz1acla4Ffb6PgM5jrxynsj7KsGw3P3mrGiljxPYfdw9j0fjedcpYtrmaX++vx5AxU+/Ls5y8tLDnK/reYE+whKCMMMUxrMeR187wev1qnql9PT49CQR/zfvBgKb+9wSXczQa05mmaAWc41g64P58hu7n2MHH2u1LyboKlzfWPKGx9gDF+1tIusDuzGDEpM90eb6aikNsXvF4u32zF9+HN2lgrLUGE2ZzBFZ8RFq6SilpqKkhGo49yKx2B57ExEGRn5wpcw/A7NmzmTlzJo89FvvemqZJbm4u9957L9/8ZsdOQjfddBN+v59XXnklvu/cc89l6tSpPP744x3Gn4hT9d6llPx6Q4iX90UYl6rywwuc+Oy9/y4uryrjkcO7sSkqj4yewmRvAgDv1Rdy+Z5/0GRGGG53UyQPIQEVhXSLh6JJP0YVCjW6nyq9kRG2NF6u2cu1+2K/fxXBkoSRvDr+1vi1TGly7aHf8nbjbnItFqyKgkAw3JrGcyO+jqUb26uVjVv4afk/49sOYeP5gv85Y+RTDcZhCiP/bbdPb0MTBIIpjgUIAkABQnTewVHKKJHQm5hGMUL4sDouR1ESenQPZUVPEI20dK8SWO0jqavc3W7MyClfRVVbo80hfyW7N/0f0jQAiTdxFDUVRzCNmH9tQspoxs28PT6+tHALJYe3UFtZTDgYa9pgtas43C6mzPsMnsTu5+5oJMT2Nf+loaaM3FFTGTFp/oD8DfVIhOIDe7E5nGQNH3HGfC9ONYZcCwYJXqfGt27Mi28vmuRja3GQ6flOJmT33sbiOxMTWF8d4oOqMGM8Fh6d3vmq6m/HjnDP7o0EiJBqtfLT0dO5Lat3leTjHF23i+0NMi2pcRKrIEjTBr76caz9QnKsk5EYeJT0QfkhK4oNoViRZtv0VUL836FAOW3b3IaDnUe9WuD2ZaBZ7Oh6zAHAYnHg9KQO+H0PBj5qbgBCCLxJSeiRCIhYYdvHfbKPRCJs3ryZBx54IL5PURQuuugi1q5d2+kxa9euZdmyZe32LVmyhBdffHEwb7XXeGpHmG+tiEUyN5bo1IckT17T+/aZi1IyWJTSNkomORisI9+WRNnMb1AWbWJ1014+XXQIiLXrLonWU2cEWNt0kNuL/kxUGmhYCUdczZ0QFQwk65qOtbuWIhSeH/EF/lr1Hr+ujHU3lEgOR8rZFyphomMYXSFghttth2UEExOV3v0OTWlSrh9Dw0KKljFgvwGPko9HyaPRLEIBXEomdUZJfN4fZrEg2EhsftyNlFcjREfPbiEs2BxXNFfP9+7eElIXUVXyAlLqaBYfyRmLiISCBBqPAJCceV47Egtgd6Uydvrd1JbvwGLzYJqCqtK98dfrqvZj6BFUzUrl8b1sXf0PIDbDp2SOYuKcGxDCxOZIQNVOXnRlsdqZfsENvXpfJ0M0EuGvP3yQsqLY+zx3yeVcfPNtA3qNjyPOaiIrpWTXoXqaAjrTxiVhtfQuCjA518Hk3L6nXpNsKmsWZ6ObEu3E3o3NOB4KcOeOdUgllhYpD4e4Y+capnqSmOzpm6azP5jiGMONiUtY3rCeRM3LXcnXDvg1hBB41MElgULRSMu5nurSNzDNML6UOdgcmfHXXb7hcOxdWuwkXL7u+5ZbbS5mXPh5CveuRCDIH38hmuXs9NQ9FRBCxAy+zxJUVVVhGAbp6e0JQ3p6Onv37u30mLKysk7Hl5WVdTo+HA4TDreSrIaGhk7HDTQ2l+poAvTmLl0bjvfficKUkk/teYN/VsR0mt/Nm83/DJ+DEKOwC41oc53ABEcWSaqLZceeRW+2IIzKCFEhMBUbmBoqKgu9+R2uoQmVy3xT+E3ly3ENroIgRes+ejTfPYlna1dQqdcBcG3CQlTRWxJr8GrDPymNxnSa4+3Tme/umAZvGXs0upEmo4JEdRiZlindEkshFPKtV1Ojr6Xe3IykHK+i0WjqmAgSVQsx66xY+1c4CnTdfKYvBNvuzCNr+Bcw9CY0ayJCqOSMvJlwsBxFtWG1tX/2VRx7j6qSNSiqleyCK/Ekjqa++lDbu0CzOOJ615ryQwihIKWJABrqjuPynv52rQe3bYmTWIB1b77Kgquvx+4cGK/xnkCPRgkF/Li8vo9MgOCsJrI//fMu/vLiYQAmj07gyR/Pw2bte3QqFDWxaaLXf/yuSCxAWTgUmyLbDJHAPn/9aSGyQgiu8C3kCl/PWjCeybA7c8ke8dlOX3O6s8kbewt1VTuwWL2kZJ28yMGTmMWkOZ8c6NscwhBOCR555BEefvjhU37d+cMs/OHDcIs0kfPz+/9YWlNfEiexAN8vWs871ceJSsn3Mm9mn34Yn2rngYxLEUIQlXo7NWfLdDvVlcH53hH8z7D2bbBbkGVN4uGsT/DzspcQAr6Rfg0ZbTI7ncGruvht7lfYEjxAgupior332sqSaFGcxALsDm1mmnNeO+usFhRFPuBoNNaBsdo4CEKQZZnS7fmFEDSZe9tsQ5ZlCknaHASvAVW0ZKsgodf33xMoqh2lTdRViJjE60QEGo9SeXwVECsEPXrwBcZO/zq+5BHkjr6Y0iOxFrIjJ18Xl6j5UnKRLUXPQpCQ3HUE/VRCtbT/7gtFQVFPneTr6MH9vPynx4mGQ2TkD+fa/3fvGd00oQVnLZFtaIrGSSzA9v11rN5cwUVzMrs5qnM0hU0+9WQ5qw6FyPKpPHt7BhMze+4H1x0mexKY6PaxM1ANxJomeFSNeQm977U8hN7B7SvA7eubgH8IQxhIpKSkoKoq5eXl7faXl5eTkdG5rj4jI6NX4x944IF2UoSGhgZycwffeeO6cTYCUcm/DzZS5ttHNEPyYcM4pvUjQqZ34syyriEmD9rSWMXO2Z9grKs1EPBg5tV8+djTMWomBYZhxava+O/YW8mxdW85tTRhNksTZvfq/tyqgwXu3juC1Ol1PFP7LLV6BcmW9kEXQecBkVqjqN12vXH0pEQWQBFWDNniuyuxCi+asCPlRcAqYv1OxwAnl7mZZpjaipeJhI5isaaRmHY1qtZ7+UhniEbaF0lLU8c0wiiKRs6I88kZcX6HY9JzJzF+1rWUHtmC05vC2GlXtHs9Eg6w7vUnqDx+gMS0Ycy97LPYXYOvkR85+RzGTJvJvg83IoRgySdvx2o7dURy+b+ejjfIKSsqZNua95i5qHcNME4HzloiqygCRcQcB1rQ1w5fj3/QwOrDscKTsgaDr/ynire/MDCaVIuisObci/m/owdYUVNKgdPFvcPGkjVAbU3PVkTD5dTXLEeaYVy+WTjdE073LQ1hCF3CarUyffp0li9fztKlS4FYsdfy5cu55557Oj1mzpw5LF++nC9/+cvxfW+//TZz5nTed95ms2E7TXKNWybZ+FngVXY31bGxFJ4pP8juOdeT7+gb2Vngy+aixGG8U1sI1mpQIkjdA5FkDGC3v6Ydkb0zZT7z3CM5FKpkq7+SgKlzW8q0k5LYttgeOMxvK18iIqPcnryE8z0dyeLeUCF7Q4VkakkkaV6yrek4e+AsEDaDHIse5v3GtZRGy5BIAobA2Rytm+E8D4fSviNjxAyzzr+coFmHow3ndSs9KyhO1S6kLPoKJmFsIhOvOgkAIbzAlT06Rwua6tYSCRUDkmiknIaaFSSmXd2rc3QFl284msWNHm1q3h6BqnX/fBRCkDdmHnljOs+07V7/GhXH9iGlpKa8iG3v/5vZS+4YkPvtDoqicMO9X6WuqhKrzY7rFBeYRsKhuE+aQMQLas90nLVE1u3U+Nqd4/nZE7uRwKLZ6cyf1rcoZ3WTEXPxkDFiXNlknPSY3sBrsXB/wXjuLxg/oOc9WyGlQU3585hmCJDUV72OxZKCxda1zmsIQzjdWLZsGbfffjszZsxg1qxZPProo/j9fu68804AbrvtNrKzs3nkkUcAuO+++1i4cCG/+MUvuPzyy3nmmWfYtGkTf/jDH07n2+gUlZEgO5pq49tB0+CD+vI+E1lNUXh90lKuPfhnXm04gokELYiQKk4jldm+jr/10fYMRtszuDSh99cLmmEeOP4nQjKKRPKD0n8w0pZFjrVV67/Bv5Ofl/8DDYFLiUnQXIqDGxOvYLgthwxL5xHokBngxbo/EzBjkccEVaHWMKg1DHKso7nEewlutSPhWeN/k4PhXYAkVWqkaUlkWcaTY5nWo/dkV7IYZrkVEx1VuPullzT0tlFTecJ2/6BpDgomfpb66p2oqg1fyqR+azsDTbVxe00pTfyNNd0fMIAQQpCYenoyrrMvvpR3X3gWAKvDzoRZc0/LffQWZy2RBfj0tSO54vwcAkGdvCxXn7/8N09385cNjRjN4d3Pzzu9Nj29hZSSDYH9VEbrmOMeR/JJihU+6jDNEKbZ3uNVj9YMEdkhnNG46aabqKys5MEHH6SsrIypU6fyxhtvxAu6iouLUdpYqM2dO5enn36a73znO3zrW99i1KhRvPjii0ycOPF0vYUukWyxk2axUx0NYyARwARX/2oANEXhUKQ8RmKJRZhGeCw8N+Jasm0dtaT9QbXeQFC2OqCYSI5FqtoR2ZWNHwJgb1MT4TeD/KHqX4Sl5M7kq7jY2zFaXhjZFyexAF5Foc6ISSemOWd0SmIBKqIl8SK0St0gUc0k39YzYiKlxG+uJCL3AAou5QJsovf+44YRRI/UYXOOIRTYR4sTjNMzqUfHm6aOQCCU7mtXLFY3KZnn9vr+ukLe2NkcP7QtJg6WkuHjO89ifNwwZf5CMvKGU19dRfaIkbg8Hw0ucFYTWYC0pP7rTyZn2VhzXzarDgUZnWphfsGZZyLfHX5f9Rp/r14OgE918bf8r5JmSWBPsJCna94C4OakxYx35J/Gu+wZDP04UtaiqDldehYqihPNkoYerQRACBWrvXdd2YYwhNOBe+65p0spwcqVKzvsu+GGG7jhhoG1CBoMaIrCW9Mu5Uv71lKvR/hG/mSmePpv8n6BZzR7QzEyK5Hcnz2fqZ6Br07PsCSRY0mlJFoFCJyKjXEnWHAlaz4URLuisrY27k/XvM5FnnM7BFSsor3cQxUWLnDPZ4R9BLnWrr1Oc6zDqQ/VAAKJJMuS1+XYExGVR5tJLICJ33wXqxgRbycrpYFpNqIoToTovB4kFDhKxdF/IaWOorpIzrgC06jHYkvH1oNnyYHt/6GscAMAKVnjGDv91lNWRZ9dMJkLrvsKlccPkpQ+jPRh4/p0nkg4xAevvkR9dSUTZs9j5OSTN4MYaIQCfqpKS7A7nCRnZp30M0zPHUZ67plR/NZTnPVEdqAwIsXCiJSBbTV4qvBMzar4vxuMAO80bOWKhJk8VPInwjJm+7W35I/8Of9beFVXV6c57dAj24lGWjrCqNgc16F0YuMlhCA54waa6jciZRinZwrqxzwKPYQhnOmY4klm1YwrTj6wF/h57jUkaA62B46zxDeOu1IGJ7KmCZVHc7/A87WriEidqxPm4Tthrrwx8SKORso5ECrEoiq0NBCPtNEkHosUUWlUkGPJJc0SKzzOt45luHUcRyJ7UNFY6LmafNvJo6Pnui7Cobio0SvJtY5gpK3ndQCS8Al7TCQGAg3TDOCvfx7TrAMsuLxXo1k61oTUVa5CNluamUaAoL+I5IyOFmHRcB2BpqPYHKlxV4KG2uI4iQWoKtlDZcaHpOVM7/F76C9SskaQ0ku/9hPx8p9+y/4tsZbrO9e9z63feIhhY/pGigHqqiopLTxMQkoamfndW0ICBP1NbFr+FoYes7TLGTWakZOm9vn6ZyqGiOwQ8CgOaozGZjMViVd1UhKtItQmVRaWUY5HKvE6zlwiG41+2GbLRNf3Yu3Cj1ZRHXiTzjs1NzaEIQzhtMCuWPhBdu8KkwACZog36tcSkhEWeWaSbkk66TFJmoe7U7sm4h7Vxfey7gbAbwQ4Hi3nL1UvUxQtQyC43HcOz9U9CcRI7bUJnyTPVoAiFC7wXsNc81I0oaF20zWsLVShMs05v8vXJQeRbGi+2jwErVE4q8gjiA+TejAlFjEapTkyHApsRo/WIpEoSpSg/z08CZ/o8iqt/+zYRDQUKKNw71+RZoxoZeZfRULKZPRIx1a/gabyDvvOdBzetT0edReKQuHenX0mspXHj/H6k09gGrHFwezFlzFuZvduGZXHjsZJLEDJ4UMfSyL70ehJeYbDNCXFtVGawh0tXz4KeCjrFpxKTGJxvmcyl/imM8yajkdxoiBQEHgUJ8OsZ66G1DSrIG4VAyAR4qMl8RjCEIYwsJBSEjajnb5WrdfzneN/5rYjj/BE1euYzZZdpjT5XskfearmTf5d+y5fP/Yb6vSmAb0vl+pktH04P8i+hx9l3ctjud8kbFa3G7MrtK3dtk2xx0lsxAywJfAi7zX+nj3BdzBl7wqMJQ1I3gWagEYkbyFprVAXwopXuR7Nn4Go09FrdxMKxAIFIf9hImGDaNgkEtaRsvPPNyFlATQ3elBUO96kmR3G1FZuaW4pG0N1WaxLnS+5AFVrlVQIRZCSeXLLsDMN6bl58dbf0jRJy+25vONEHNqxFWm2cow9m9af9BjLCR6wFmtHV5JwKEhtZQWhQOviobqshNUv/5uV/36Oowf2dTjmTMPHLiIrpeQ3v9nAc8/tIiHBzg9+cCFTpvTMbqQvaAybXPPnMjYfDWPXBH//VBoXj/loWWPNcI3mjVE/ICyjOJXYF10TKj/O+Twv1K4E4NrE83GpZy4xNI0jCEUg435qAs3Se5/GjwOC/iYsFiuadWC8jIcwhI8i3mvcz81Hfk+tEeCGxBn8Oe8OtDYdtH5a9izbgocwMXmmdgWZliQu9c2mxmjgYDjWklYCTWaAPaEjzHH3rECpN1CFSr4tlpZ3qW6ELuIFWs42dlpBs45avRCb8FJrHON4dBtRGcFEcjS6FbviYbitN162jbSLlmICAaCV+Jh6FUb4aOs9NK1G1XKJRloJtzRB0zpPv9tdeeSM+DzRSC1WWyr11XuoKn0GVbWTOfwyHK5MVLUtsRKoWuz6qmZlxqKvcWT3qxh6mNwR5+H2DU4dQzxiOgj622s/92XefPov1FVWMHneQsac05HM9wTlR4sp3r+v3b06XCcvWEzPzaO2opyKo8VYbDbGz2pfEOdvqOfg9q3N5xUUTJiI0+tly6qVmEYskrtn43oSUlLxJJ48K3G68LEjsu+9V8Tf/x5byYZCTXz962/z5puf6vJLWlkTQlEEyQntVyqHSwM0BXQmDPegdtN56+8bGvnwaExPFNYly/5TxY5vfrSE0gCqUHCeUFSQa03ny+k3naY76hymjBKW+5FI7GJUPN0lhDdmgaYACBQlqcsihJ4iEqqhqf4QVnsSLm/BGd+uzzQMXvjdr9i9YS2axcq1X/gS42b0zqh9CEP4uODOoieoM2LuJM/VbmKxZwK3JLc+yAsjZZjEIlwqCkWRWOrao7iwCythGYlTvZ5IC/qL8z1LqNNrqTYqybTkMNu1AAC/Wc2WwFOYxIiFIWVzc1iJApgI/GZv7aFSASfQ4t7iBdp75krZsVWwoGPWUbN2/bxTNReq5iLYVELJkf/Gz1K092nGTPsKSRnn0tRwmHCgDFVzkjGsVUNrtbkZc073z5/ayiL2bHoNpGTMtCUkZ/RO03pk91q2r3kBKSWT515DwcSupRh9gScxieu/+NV+nSMcDPDKE79Hj0bRrFZUVcXp8TLnsu4lM9I0MQ2D8TPPZez0WQjRseto5fFjbQoOJRXHjpI9YmScxLYg2NQ0RGRPJcrLW9PLUkJtbRDDkGha6x9QN0yklPzsTzt58qVYd68v3jKWez4V0678+oUj/O/zhQDMHufj79+airWLZglBXbY4dCCbtz9KkFLyftNu6gw/C9wTSNBiUYCKaC3bg4fItqQyztH3dMhAwjCD1JovYBLrAR9kB0nqjQihoqijUcxKTGMfQnjQrBf161qhQAWFe56IT+ap2eeTkjmwk9xAY/fGdezeEEvN6dEIL/7+McZOmxlPbQ1hCGcTanR/PLqpIKg6QR4wzzWBVxvWIVAwMJnlGguATbHwQOYd/L7y34TMCDckLqLANviuJj41gdtTPocpTRTR+putiO7BpDX9riBiFmVCNAdVJaldREW7gsAKXINkT3NHsAkI2ltcadZsVC0dQ48RfIttDJFwkGgkAUOvxObQcLjGY7Ge/LMJh6rabEkMPYChh9AsToaPuwtDD6Jq9ngL2Z4gGg7wwau/RdcjIKGm7DAXfeJB7M6eFe4GGmv5cOU/aYlMb3nvWdJyx+L2DbyrRX9QX11NNBKrV4mGw0SBJbfcTkJK5/UfADXlZWxf8x56NEpqdg6T5szv9DmgqGqHbbvThTcpmYaaahACi9VKwmnyte0pPnZEdsGCYfz2txsIBnVMU7J48Qi0NiT0L8/s4dd/2oYpFCJaq8vAb5/ayzUXD8PntfFoM4kFWL+nnpVbq1k8o/MvzSenufnjBw1UNDdBuH9R/7wPTzUeKXue5+s+ACBN8/HP4V+jwWjiK8ceixd7fSF1KVf4Tq8xsiEDlOnPYFFadVwGtUSpwEomQggs1vnAwJDNhpod8YpbgJqKTR2IrJQmoUAdVpsbVTv9afxwoH2BRDQcxjRN1CEiO4SzEJ9PPZ9HK94BwKs6uDaxfSOAL6QtJcuawvFIFXPdE5jmHB1/bZJjBI8N+/opvd8WKCeQOYtw0l4GIHEKhTyrBYtQgGEka6N6fR2BC8GMrl8XGp7E64lGihFCQ4+qHDv49/jrqpaON+mSHmWqnJ48hGKJF3U5XJmomqP5OgLN0ns5nr+hGj3a6q5gGFGa6it6TGTDwRPlFbF93RHZusoK3n7mHzTV1zFt4YVMWXB+r++7t0hITcXudBIOxqLnFpuNxLTu5ZK71q9Fj8a0y5XHj1FaeITsESM7jMsYlk9TfR2RUAjNaiVreCzzOGPRxRw9sB9D18keMRKr/dS1ye0LPnZENjPTw1NPXcc77xwmMdHO5Ze3Tk5Hihv45e+3AiCF2eHdh8JGLLnS3KWrJ8jyaaxfls0HR0LkJmpMyjw9LR77grAZ5YVmEgtQodezqmknlXolkTZppRdqV512Ius392MQQJPt0yMKg6NHVjUXrV8Cgaa1d2uIRvxsX/NHAo3lKKqVCbNvJyGlYFDupacYN3M27730QmwlDcxecjmq9vH6iZuGAUK0M/4fwhA6ww+zrmWBezQl0ToWeyYgMak3AvjU2JyhCZXrExf26xp+I8Ce0AHcqpMxtpGDIj/Kskym3jhKtXEIq3CRYZmCS9mGQnNHSYqJysNYRf+sojqDEBpWW2xea6xteVbE5sVg07Eev1+rzUfBhDuprdiCotpIyZzT78/KnZCG1e4iHPRj6CaKqmGx9LyOw5ecjS8lh/qqmB7am5RJQmrXvrwAzz32v9SUlyFNk9ef/AsJaenk9cNOqyew2uxc/dkvsGXVCqSUTD3vAuzO7p97eiTSbjsaOdFOrfncdjvjZswiGolisVjiUVvNYmX4+DOvcUpX+Hg95ZqRk+PljjumdthfV9/mjyklGAY0h9YvmptJQa4HIQRfuX44v3zuCABzxidw/tTujbkTHCqXjT9zbam6giZU7MLariONV3ESVJzxlJxA4FZPf/GaaP6q6lI2/0vgUc9DEz3vhd4bJKbNINBYRFP9ATSLh6zh7fVIJYfXEmisAMA0ohza8RLTL/jKoNxLT+H0ePncD3/GwR3bcHl9DB8/kXAoSOmRw/iSU0hMO3NdJ04GKSW1lRU01cXamCampuNJ/GhlP4ZwaiGE4FLfJEJmhLsKf8eW4BE0FH6ScxuX+vpuTG9Kk7JoOVEZ5S/Vz9LQ3HVrgetcrkm8bKBuPw5FaExwXI0pDcJmGVXGu21IbPM9cXJXBSkl0qwAFISS0msiaXOk0zbCY7H1bu61O9PJzL+kV8d0B81iY/biu3n3hUcxDYk0dd5/5XEu+dSDqNrJPd0VVWXh0vso3r8RkAwbNRNV7fo40zSpLi1pt+/I7p1kF4xEswyuh3xiWjoX3nBzj8cPGzOWI7t3AqBZraQPi8kDayvKqS4vIzE1jeSMmE+xEApWW+8CcKZpYBrmoL/vnuJjSWS7wsSxSYwdmcDeg3UIYNooL//vjslYLSozJ7X+sO+9Np8r56bRFDQYl+futtjrowxVKPwg+1N8+/iThGSUK30zOd8zkZCMsDmwl92hIjyKk3tTrz3dt4pLGYvf3IIiGpEy1jlQI2HQrqcoGrmjbkJKs1PdlmlG20TuJabRuQXNqYbD7WHSnJgEoqmujr/88CEaa2tACK68824mzT1zdb6maRIJh7BYrahq+6kpEgrFSSxAXXUlKODy+DqNzkozpoMXinLGF+kNYXDxct0mtgRjgQkdk4dLnu0zkTWlyZPVT7MvfCB2vjbeqO/713NVwhJU0X071b5DUqa/giRCBIEtPi9ZkNJOlf4SAgWvei4W0V4KJ6UkEnoD04jVhKjaWCy2C3v127Dak1AUgWlKECClH9OMoCinT1YVjYTjhUlSSgKNtTTVVeBL6Zmm2WK1M2Ligh6NVRSF3NFjOHZgfywrpKpsWv4Wezdt4BNf+Ua3mtVTjYKJk0lITSMUCJCSmYXN4aCsqJB1b74aHzNj0WJyRrSXpEgpiYbDKKraJUltqKmmtPAwUkrcCYlkFwxOJqI3OKuIrMWi8rdfX8zbq4pRFMHFC3Ox2zr/CPIzTn8U8lTgAs8kVo3+EbWGn2TNgyIUnMLOz7K/gN8M4VBsqL0Q4A8WBAoKgRg5EQIpISh3Y6X7VFC/r9vFe8/Im0VZ0Sb0aEyXOmxM/4rLBgNbV69sJX9S8u4Lz56xRDYaiXB41/bYJKoo5I2dgMvbqnUz23hNtsglGmtqCPn9pGRmt5tITcOI68MgFpEYkiKcvQjLaDu1WKSTavye4nC4ME5iATQh4mTWKqwog2jNbhJCEsueBaVEN028ymgcyiSqjJcAAxBU6eWka7ejiFYiIs3yOIkFMPS9aNbpCJHQ4+tHwzUoqkBRm39rUseINqHYTl81uychFaEozf6qAlWz4PAMXqbmui/cx9rXXmH3pvUE/U0gJf7GBja8/QaLb7510K7bW8S6V2a221e4d3f77d272hHZwj27qKuqikdnM4cXkJiahmma1FdVEQkF0axWqstK4k4HTXW1NNbW4E3qOmvdEqAQCKx2+6CQ3rOKyAI4HRpXX9J3LaOUkuM1EbwOFa+z+4+vqMHkqd06HqvgrkkaTsuZFxlqMkJ85dgf2RY8QpLq5tHcuxlrz0EIgfsM8o3VqcVEp/UTlO36lJ9qOFzJzLhwGQ21xdhdSbg8pz9tL6Vk+wfvUbh7V0y0f0Im4cQK1TMJVaXHiYZj0h/TNCktOtyuA43d4cRisxGNRNpNhNFwGD0aaWf03baTDYCp6yhDnrpnLa70zeDJ6lUci8a04/emxdL//65dxx+q3sKl2Plu5g1MdZ685WdXxRMWYeGWpGv79ZA2ZJR6oxSbcOFSOxIDFRdWkUZEVjaPt+BS56PLKoi7GkgkYQwaUGh7js4Idm+lBZkoih3TjP1ONUsCtVV7qTj6PopiIWfUlXgTOxYUDSacniTmXvZZdq57BUVRmTL/Gqy2wQtC2Z0uLrj+JkqLCwkeaZVznDjnnImwO53NQaBYMMjuav2cKo4Vc2T3LtJzW63UygqPkJCSir++jnAwFrCJhsPYHS4CTQ3xcW2DDCdCmiaNdbXxRg6RcAi3L2HAyexZR2T7g3DU5I5f72f1ngY0VfDruwq4albnK5GKgGTOU0FqwzE57n8P6bx5/eCsRvqDf9auYkewEIA6w8+Py57jr/mnV+vZGRTsmAjU5geJBJzK1NN6Txabi+SMwRX69wZb33uXV/7ye4SisH3NKuZefjXJGVlUlR5HUdUzKmJwIlobWXS+LRSF9Nw8/PX1NNa198xUlBMIeosfXtvtIZy1SNBc/GfE/XwYOEyaxcsYezZ7Q8f4XukzQKwO4IvFf+Dd0d/HqnT/SBxuy2e0bST7wwcBWOCex/me87AIDa2HrWM7Q8QMsCnwNCFZD8Bo2yJyrFPbjRFCkGVZSr2xHUkUjzoeTTgRpCCwIJt9ZhUcaCd4wgolFUUbg6nHujSp2mQUpXcaV1Vzkjn8VhprP0QIFYstj8M7/wGAQZDCPf9i4uyvo3SiMzX0CFWluxFCISVrPEqbz9nfUEFDzXG8STm4vL1Pz2cNn0TW8IFvVtEd5l56Jf9+/NeYhoHFamPGhRef0ut3BykleiSCqmntghfjZsymvrqK2opyvEnJTJjdWsBdX13VIfAhpQQpO5B0q90eJ7IWqxVPQtcReV2PtutGZuh6zElngIMqQ0S2F3h5QzWr98T+gLoh+cbfj3DlzKROyemqowbVoTbbx0wqg5B2hikWGo1As4+gxERSb3TscX0qIKXkWHQPNXopKVoO2dYx7V5XhYsE9ULqjfdAmniUuViV0x8FPZNwcMdWECI+cRTu2cVdD/2A6rJS3L4EnB7P6b3BbpCckUl9VSVGs96tbWSgBYqi4ElMRCiChtoaBOBLTungzKBqWmvVrhAfO+eGIfQeLtXGAk/rorM40uprKpE0mkHqDD9pJyF3qlC5LfkWSqNlWISFNMvA6CLL9D1xEusRCsJYTXV4Bx5tMVa1dZ5ThI1ErX13KFU4SdauwW9sAVQ86nTECaRaCIHVtghpnU6sYUxCn+7TaksmOSNG2uqq9rR7TZpRDD3Ygciaps6Hqx6nqe44AImpI5my4C6EUKgq3cfW956I1yJMO/+zJKWf2qhuX5A/bjyf+d6PqCkrIy0nNz63GrqOoeunxa7K39iAv6GB8qJC6qurUFSVcTNmxYt8bQ4HC5dejzTNDp6yyRlZ7N/6IZHk1Pi9p2bnIBQFu8vVrn2tJzERb1ISuq7j8no71DO0RYcgA4PTQW1ohu8FQtETPOeiMl54dCKGeVt3CsBlAd8ZmN280jeb/9Stw5AmGhA1Q3z7+F/4evoNJGgnb4E3UDgU+ZDtweUIFA5FNjNdXkqerf0q26mMxSFiBPdMi2yfCUjPHcbezRuAmLY3Y1geqqaRlpN7Wu8rHAyiR6M4PZ4u/242h4NRU6cR9Ddhszu6fRC4fQm4vDHC0dn5FEXB0qYKd+i7MoQTMc1ZgFuxEzQjSCRj7NmkaCdf6NXoNRRHjpJhSR8wEgs0BxPALgQTLLbmB3Mjhv4iUvk0QnRfHW4VqVi1xd1fQwiEGDj9qNuXh2ZxNdcJSJyeXDRrx8+wobo4TmIBaisPEmisxOVNp3j/aqSMLbylNCnev7rfRLbkyD4O7diENzmNiede0C3R6g+8iUl423S72rt5I68/+RcMPcqkOfNZfPOtJ21GI6UckAhlyeFDbP9gNZrVis3uQAiBaRjs3/ohsxdf2m5sZ/eUlJ7BjAsXc/xwTP89bPRY3AkJQExOkZimxAtx7c6eOzSpmhYjwn5/rK2u2zMo9QpDRLYXuGJGEr97o5SjVTGN0JevzELpwtFgdqbKj8+z8pMNEbxWweMX27BpZ94DdZQ9i2eGf4PHK19lVdM2GswAa5p2oQqF/8m6vcvjpJSEZQSbsJ6UKATM2GrOqXQdjj4eiaW8ZHMLxOPRAx2ILAwsKQk2HaShdj2KYsGXcj5W25ndveRkmHf5UoJNTRzauY3sglFcdFPfpARSxvTHAzHhlBw5xMHtW4FY9HTSnPldanU1iwVPQs8etCf7HgyR1yF0hxTNy9PDl/FC3Vqcio1bks7r0IjgROwL7WBV438xkVTrOhd6LmKmaxbaSUhmT5BpmUhZdBc2qrG0+e5qmCDrQJw5FfEt0CxORk29m9qKrSiKlaSMaZ3+7jRrx1oLrdnvVbPYW6VAQsS2+4GyooO8+PsfxzNTNWXHuOC6O/t1zp7A0HVef/KJeBp+x9r3GTV1GgUTupY8xLpvrUaPRkgfls+E2XP6POfu3/oh0LogantfPUV67rBOM2EQCzTYHH2rmbE7nNgdg5uKHiKyvUCiW+Pt701k3b4GUn0WpuR3H7H8ynQLX5l+ZvisdYdsazIuJVZxa2JiIjkcLutyfJ3eyM/L/0JxtIx0LZlvpN9Jahe9yFc0ruD9ptUAzHPNZ5F3UafjPGoSNcZxWrqIe9TBrYSNRmqoKv0PNF8vcvxfZOV/DtGNRq6mYjdNdUfxJAwjMa3v2lg9Gubg9veIhPzkjZ2NLzmzwxh/Yx2bl/+XUNDPpDmLyMw/eeceVdNYcssdfb4vgOOHDrLi+WeIhIKMnTGLuZdd1WdSaJomh3Zsi2/XV1dRVVpySiLELYWAQ4R2CF0h35bGV9Ov7tHYsBlkW/ANfGqMaCSoKluCKzkQ/pBrE27Hrfasm1RX0ISVGc5bqIpuwZTr29ARBUTPM2OG0UAosA2Bgt05FUUdXH9zq81Leu553Y5x+zLJH3cRhXuWI4Rg5OQrsDlin9fISZdQX1VMKFCLw5nIiIlL+nU/R/ZsbSevOrRj4ykjsieSxlDA3+0xO9auQY/GJFDlxYWkZGaRmd+TgsOOaImy6tEIFpstPu/ljhzdbpyh64QCfuwu94DpVE3DoKqshHAggM3pJCUj65QXFg8R2V7CbVe5aErv0jPlAcmBepiYBAk2wa92hfnT/jD5boXfznEyzD241kARU+epmg+o0Bu4NmEGo+wd29vNcY/ntYaNqM19x89zd72S/E/dco5FY/23K/Ua/ln7Ol9Ku6XDuGq9Ok5iAdb432eKcwopWscWgBPt5xORIWr0ElK1YYyzD24nsWikitYKZIlpBDAMP1oXGrmKY5s4svtFEAqlhaspmHANqdnT+3TtNa/+gYqj+xFCcHD7eyz55LdwtWmLKKXk5T/+jNqKUkByaMdGbl72QxJSum9L2F9IKVn+3D+JhGKtEPdsXE92wSjyx43v+zk7XMPsdNxAQUqJEY1iNj/IVE0b0sgOod+oNyoBM04QBKACfrORHcFNzHFf2KPzxBZYjYAFIdpHuIRQSLVOp1HXUY2dCKFiVc/vMK4rmGaY+upnkGbs9xsO7SMh5bYOetnTgeHjL2bYmPMRCJQ2qX6nJ4X5V3yTSLgJq8190lT8yZCYmhEnsUIoJKR2DBIMBqx2OxPPncfOdWsA8CYlUzBhcpfjWwqy2iISDnUx+uQYP3M2W1atwDRNhCIYMWkyTo8PX3JrMXpjXS3b16zG0KNYbHamzl+Iw926SOrp4t8w9HgzBCEEtZUVBBpitUOBhgZqVa2D9ddgo0/f8N/+9rf87Gc/o6ysjClTpvCb3/yGWbNmnfS4Z555hptvvpmrr76aF198sS+XPqPw9Po6fr+qhmS3yo+vy2B0esfuGCtLJJe+BiEDkmzwg9kRvryhmSjUm1y3ws/Gqwa3COcLxX/j5foPURH8tuIdVo35NsNt7VNVCz2T+WHWHWzw72O4LYOrE7omkk1mIE5QTCSNRucrz4iMdNgXlZ03DrAqds51Le3R++kPopFKDL0GTfMihIaUMesQVfOidqORqy7bHvtHMxGrLtvZYyIbCQfYu/l1Qv46soafQ8XRZhmFlBh6hPKj+yhoQ2TDQT815a2aMmkYlBUdGnQiaxpGnMS2INjU2G67xTC77aq/KyiKQv6Y8RTu3QWAy+sjJbNnRuV9RYvmrAWGrqOo6lBkdgj9gkdNQkHFkAY0541avmWyC0uuEyGlic7bSAoBUOVcVNExYODRZoM2u9f3aOiVSLO1KMc0GmJzneXMkEx11TVLKEo8QttfjDlnLrUVpezb8gG+5DQW3fCZATlvT7Dkk7cx+pzphAJ+CiZM7raNrBCC3FGjKd6/FwBVs6AIhUgo1KdCsdTsHM6/7ibCwQAub+dNYgr37MLQY8/faCRM8f69jJk2A4jZb5UXFyEUhZyRo7ts7uBvbKC+Kmb/ZrXZSc7I7ND+tqt2uIOJXhPZZ599lmXLlvH4448ze/ZsHn30UZYsWcK+fftIS+v6B1NYWMjXvvY1FizoWReNwUZdY4T3Npbhc1s5b2Z6rx90GwsD3PdMKQCqgJt+X8yH3+3Y4eK7GyHcbLNWH4E/7zNQBJgSDAk767r2YBsIGNLkv/UfohKTIkVllJ+Vvcrv8u7oMHaBZxILPCe3MbnQM4vNgd3xCfxi75xOx2VoGYywjeRQs1VNgXUEGdrgkrHuEPTvpqHmDQCEsJKUcRnBpoMIYcGbNKfL5gcAdmcKDTVHaJEi2F3dty1ui43v/IXq0gNICSVHtmG1OYlEgnGLKE9i+9+Nze7E7UvC31AXi2AKQUrm4KfjVU1j1NRpHGjWW9kcTvLGtkooGmtrePeFfxFobMCXksr5196Aw9V92nPYmLEkZ2YRjYTxJiYNfsqpM2/hrioyhzAEYH/oEHtDB8m0pDPDOaXTZ4FDcXOe+0Z2Bd8nIAOURiqbLQCdTHT0bEErORYnsQAGa5F6CtL0o2pZKN3UEPQEiuqFdq0fVBT1zHUqATiwbQW71r+Koqics/Amckf1LcvVAqEozLn0BuZcesMA3WHvrt2dJrYF0jSprawgfVgeSekZHD98iNLCw+zasJYD27Yw57Ircbh6Lwmx2mzdtpptu8CH1uxYoKmRsqLC2D7D4Oj+vXgSEjtksqSU1Fe3un1EwiGCfj9Oj5eQvzWY5fIMzKKkN+g1kf3lL3/JZz/7We68M6Y7efzxx3n11Vd54okn+OY3v9npMYZhcMstt/Dwww+zevVq6urq+nXT/UVdY4RrvriCsspY9OnGS/N5+Eu9a1m4p6R11WFIOFarE4xKnNYTTOhFe1vLHIfGh7VhVBGbbi7OGty0jyoU3IqNgNkaHV3j39evc05wjOQHWfdwIHyUfGsWw22dR9mEENyceDOHI7GOMgXWgtMaGfM3rI//W8ooerSU5IwrenRs7qiLiYQbaKorwpOQT86Innfyqi471CZto5A3diaVxw4SDvkZPfVCUrPb61+FonDVZ7/OmleeIRRoYuqCS0jJ6lyEP9BYcNW15IwcTcjvJ3/ceJxtJqUt770bj9A2VFexa/3aHvkntu3Q1QJD16k4fhQjGiUpPXPArMFaWtLGP29FGSKxQ+gSe4L7+WP1P+L1ATVGLUu8F3Q6Ns0yjDTLJwFoMhpoMOpI0dKxKifvUy+lxG+WYWuzVjbCOuHg87ENYcPluQlF7ShtimUZ6gBQlK7N5FXVizvhcgKNaxAInN7zUJQzp6nNiaivLmH7mv8AsXYOG9/5O2m5Y7HZB1fX2xVKCw9TvG8v6bl55I+fMCjXMA2DNa++ROXxYwCMmjqNqpJj8dcjkTAlhw8yYtKUAb923uix7KipRja7JOSMiOlnT5Q4yGbv2E4lWScECiQyRnpVlVAggN3pbPfMOFXoFYuKRCJs3ryZBx54IL5PURQuuugi1q5d2+Vx//M//0NaWhp33XUXq1ev7nLcqcLKdaVxEgvwr9cL+ebdk3DYe/5xzB3pxKoKDBmz4Jo2zIHT2jGi98OZsOQ1COiQbIefnatxj9/FPw5FyHUp3D9p8P3mrkmYwdO1HwCgCEHyAKzSc6wZ5FhPHl1VhMJI25nhCyiElbYRC6UX1caaxcGYcz7Vp+smpORSV1ncvAKWZBdMZuqC7iMGiamZXHHnqW9MoSgKIyZ2ru2KhELtuqlFQn3XdB3aub25fa6gsuQ442bM7jYV11MIIdCs1ladXDOxHcLZjag0OBA6ToLmJqtNYer24O44iQX4MLC9SyLbFm7V22WBV9BsojC8A0WoFNimYBE2jkXfpyy6iVE2G87mrIQeUoh35JIRopFd2BztJV1SSoL+d4mGdwJgsY3H4VrUtY2dfSQ2e/v51tD9NNRsREodT8I5WGw9zyYNJkKBhnbbUppEQv4+E1l/QwPBpkaSMzJ7rbU9snsnz/7q5y03wiW33snUBef3+HgpJdFIBIu1exefimNH4yQW4MDWD+M+ry3XVi2DUyCekJrGrIsuIdDYgMvnw2qLcQ+X1xfrmtjcWdHl87WzL2yBEAJPYhKNtbGGNJrFgsPlRgiBy+uLWyKeDvSKyFZVVWEYBunp7Y3o09PT2bt3b6fHvP/++/z5z39m69atPb5OOBwmHG6NeDY0NHQzuvfwetobutptKhaLwt7CRl5bW0ZGkp0bFmVj0br+MYxMs/HSPXn8Y10tSS6NLy3qfHKYnyk4eovkcCOMTQC3RTDKZ+GirFPnZvCdzKVsCxazK3QMt2LnkZybTtm1e4MGo4riyC6swkGB7ZwBsbVpC2/ihdRW/QdphtAsKTg9/Utj9RSzLr6LXetfItBUQ96YOaRmjzn5QWcgxkybQVVJs3ZXCEZOntqn85iG0UxiASTSlDTW1QwIkY3dmkCcwe14h3BqETTDfKbot+wJHUUA96dfx41J8wFI0ZLiJFZBkKr1j+RFZZh3Gv5OUDYBkuLIbi5030ppdDMAB8JhXIpCmjYduyhEyto2R3ec70yjJk5iAaLh3djsU1E7KZjtDFIalBU9hR6tA8Bfv4usgs+iaqeuM09VyQGOHvwQpyuBkVMuQNViz9/kjOG4vMn4G2Ktg5PS83H7eva+TsTW1e/yyhO/R0rJsDHjuOWr30LrRVvqnWvfj4U4mhfqW99b2WMiW19dzXsvPU+wqYnEtHTOu/q6Lq2qOiO5QghUVcMwdBLT0skZeXKHmr6irY2WlBI9GsU0dAomTqaxtgZFUXB6fPgb6rFYrdhOsM3yJCRidzoxDQOrzd7v4ryBwqDmtRsbG7n11lv54x//SEpKz7+gjzzyCA8//PCg3df5szK45uJh/OftYmxWhZ98bTqHSwJc8811mKbEMGHrgXp+es/Ebs8zI9/BjPyTp26S7IKkU9/oI44Ezcmbo75BabSeJM2FQzl9nRlKo8d4r/F1IjLCdOc8xjumAuA36ni38UlMdCSSCr2Q+e4bB/TaFlsmqVl3Y5ohFMXV6aQSDlZQXRaLXidnzMXm6H+hhN3pZfoFZ2572J4id9QYltxyO7WVFaRkZuFN6uNDXwgURW3Xo7s3JttDGEJv8GbDVvaEjgKxXMwvK17i+sS5KEJhoWculXo1u0L7yLSkc0PiVf26VrV+nKBsLZCsNcrxm3WoWDEII4Em0yRNJGN3DifY9F8giqKmYLV3XeXeHj0rLgPQo/Xo0VaybJohIqFSHO4RPT4HQLCphiN7VoKU5I09r8etZGvKi1j938cQxOQ+dVXHmL3kLgA0i40Lrv86R/dvRFE1ho2e1W2dQleQpsnrf38iTkKL9+1h14a1TJm/sMfncPkS4v8WzR0Ee4ot762Ia0TrKivYu3lDl9dOzcnF7nTFrbkMXaehtobLb/8M0UgEm8NxyjJIkVCIcLC1ODAhJQ09GqGhpjq+z51g4nS3r4OwWE8upTnV6BWRTUlJQVVVysvL2+0vLy8nI6NjmvnQoUMUFhZy5ZVXxve1CI41TWPfvn2MGNHxB/XAAw+wbNmy+HZDQwO5uQNX7KIogh8tm863Pz8Fq0XBoin8378PYxiSlhbvr6wp65LIhqMmW4/4SXJrjMo6dRqk6kiIx47tJmQa/L/sseQ7ei4RUIRCtnXgurr0FrV6DYXhQ2wMvIuODkhWNr1KmiWDFC2DCr0Qg1ZHgwq9EF1GBzwqK4SGqnZeoGToIYr3P4lpxLIB/oZDFEz8Iqp6GlchZxgS09Lbp8L6gNqKcvRoJL6a1yzWHjdCGMIQeo+uiZ8mND6RdE2fzloePUSDUUWqlkdCcxGrQ2kvN1BQsSsuCmyXcCj8KiY6iepIktUxCKHgTvgMUgYRwt15lzo1CYt1NNHI/tj9WkehqD0PCqmaGyEsSBmbc0Gg9fI5YOgR1r/1GJFQEwBlxdtYcNUDWDppdHAiKo/FMrUthUVlxbvbvW6zuxg5+fxe3c+JkNBuURy75543AgCYe9lVlBcXUbxvD6nZOVx0U89lZL2RXCmKwvjZc1j/xqvxb2XGsPyYJKrZzupUIXqC3Vc0EiYcbL8vHPB3ILJnInpFZK1WK9OnT2f58uUsXboUiBHT5cuXc88993QYP3bsWHbs2NFu33e+8x0aGxv51a9+1SU5tdls2LqpvhsouBytb39YujNOYhUFslM7Jy/+kMHSH+9mz7GYxvZb1+XyhUsH3zNNN00Wbn6VPf46BPCn4/vYN/d6kvrZCeVUoDxayj+q/4KJjuuElG+dUUuKloFLaTu5CmzCgXqKbY4joSpMo/WHbBohIqFqHK7BtYz6OCEaDiMUBa0bnVe4uW93i47ViHZuyTaEVtTU1HDvvffy3//+F0VRuO666/jVr36Fu4uHTE1NDQ899BBvvfUWxcXFpKamsnTpUr7//e/j850+LdvpwGLvOTxb8z77wjFZzJfTrjxpF6/OYEqDoFmGKmyURAvZGVwBCPYAc103kWIZhk9NYbpzCTuC76GiMs25GKtix6oUME39Ag3GARrNQ5Tr75OqzUYVNoToOiARa+u5BJsxDQBFTe0V2VEUK2m5N1Jb8Q7S1PGlzMdi7V2zmab6CkKBeiBW62OG/DTUHCM54+QpcE9SRrxASAgFT2L/FsGdQVEUzr/mRlY8/0+klFjtDvZ9uJHkjEzyxvbMA9vudHLzsvuRUvaaTI45Zzrr33odiP29CrqoMWhB/tjxmIZByeFDeJOTtXjzVQAAg9xJREFUSc3KYcXzz2AaBpn5BUw8d258kR9obCTob8Ll9Q2Y9KoFQlGhjZOBoiioWvvn80fFg7vXd7ls2TJuv/12ZsyYwaxZs3j00Ufx+/1xF4PbbruN7OxsHnnkEex2OxMnto9qJjT37z1x/+nGZXPT2Xk4n3+9c4yMFDu//FLnNhqvbq6Jk1iAn754jLsXZ6Cpg7uSOhJqZJe/NUVUFQ2xrr6Sy1IG35apv9gR3IqJgQQMKVGFQCCwCCuZWg4AaZY8JtoXciC8CZtwMN156Skv0rHakxCKFWnGiJVEoapkHVZbAilZ81C1M3/RcLogpWT3hnUU7d2NEILxs+a0s+5qi4TUVEoLD8ejGInpA/9w+7jhlltuobS0lLfffptoNMqdd97J3XffzdNPP93p+JKSEkpKSvj5z3/O+PHjKSr6/+2dd3gc1bn/P1O2r6RV75YsufeGOzZgg41pJhB6DYHkJqSRmwSS/AJJbkLIJZVLQnpCQgmhV1NsTLNx792Wu6xet+/OnN8fK6+06r15Ps8jP57ZMzNntsx855z3/b7H+eIXv0hxcTHPP/98P/d+YLHLFp4c+XX2+0+TqDjIMXc9DlMXYY4EnscnIrORXu3sg5pAQuJUaA8ppoizSKFlGoWWaS324RMlFIffaViSCIgq8swrOzy2JEkoavdDnKz2HDLz72j1NSF0dC2EorY9cGRzJiHJCrqmNWwDxUe3tSlkQ8EAW99/leryM+SNncqE2Zdz/MAG7HFJTF90Q7fPoz0WXL6SgklTeep/f4LXXc+h7Vs5smsHX37k1zjiE1j35qvUVlYwYfY8Rk9t26FIkiRKT57AW19HZn5BVDyWnTpJ0e6dxCUmMn7WnBgbwbxxE4hLTKK2soKUrOxOzS4VTJxMwcTJCF2PiliIOCek5eaSnptHTXlZ1GcWSaJw4hQcvfgQanM48Lrr0TUN1WTGbLVhsljRwhqhgB+T2YwjLj4y4oxANZlQlMEpbLvcq+uvv57y8nJ+8IMfUFJSwrRp01i1alU0AezEiRO9UqO9v5Ekie/cOobv3Dqm3XaK3Lq9VleoCuj8dn89nrDgntEORsd3PH2eYbZhl1V8erhhgggKuxBaMJDYmvgj+nVBkhrHeOskxlun4WjioDDGOocx1q4bgfcWimond/RNVJ75CC3sx117irqqfQD4PMXkjx+aca511VWEg0ES07rul9wZqkpLOH3kMCcPNRZ62LNxPZkjC1r1NbTHxTNu1myqy0oxW62kZOX0ep/OInQ9xoprKDoY7Nu3j1WrVrFp0yZmzYoYmD/22GOsWLGCRx99lKysrBbbTJo0iRdeeCG6XFhYyE9+8hNuueUWwuEw6hAZaektTJLKZFtet7ev04qiIhbAJoeQkdAb3LSt7YyqnsWrn6bRNUU0LLdE171IqEh9nMvgrj3JkV1PEQ55iUssZNTkG5GVlsc0W+wkpY+iorjRtrG6/Gib+/34tX9xaPs6hBAc37+dJZ+9h0tu/H9d7p8QgtqKchRVJS6x41Fke1wcnrra6LIWDlN8tIh9mz7l0I5tAOzZsJ5bvv09RowZ1+o+tn2whi3vvxfd38p77sVTV8uLv/sNQkSEf/npU1zwmdj8jaT0DJLSu+6RftbqqimhBjusaGJtpCGVpWdwJCTgddfjc7txxMf3KLdAVhScTWKDIaKDXA35TEIIAj4fZ0NzQoEAklUelPquW1eze++9t9VQAoC1a9e2u+3f//737hxy0HDZrCT++UEZmw+7kST44Q15LcRte2i64MJ3y9hdG0YC/nLEw/4rM0iztp9lHaeaeXXaxXxl/zp8usaPC2cy1uHq2cn0E7PsczkROMbJ0HEcspMrEm4gzTQ4R+FsjmxyRt1AxZn1uGtPRtd76o53a9ppoFn35mt8+HJkBG7M9Jms/MK9vXohKj56hI3vrkKSZUymJjfBsxfoNkKE+sOuRQgRE7smdB2GoJhdv349LpcrKmIBli5diizLbNiwgauv7lyMZ21tLfHx8W2K2L52ixnKNE9CkiQJp5xMvV5FmprPKGvHlS1tUhqN8boSVil2lFUIgbfuXYKBfYCEPe4iLLa+m7k8vv9lwqHI7GJ99RHKT28ifcSCVtumZo1vFLKSREJy2zOBxUX7Yx4ezxw/yKipc7vUNyEEr/zxcXZ8/AEAF3zmOhZf3b5loTPBRVxiEu7aGoQQyLJMZn4+b/7jLzH9Ob5/b5tCdvtHa6P/99a7Kdq9E6+7PuZacmjHthZCtrvIikLu6LHRQQCL3U5aTuS9bW7DpagqNRXlFO1uqDIpSYyeMr1LiWldIXK+zXxjG66hg41z67G8F7CaZF749ngOnfHhcqhkuLr21HzKq7GzpvEJrDoo+KQsyNUjGgPnw7rO2+XlhIVgeWoqloZpjCVJ2eyd3/8VS3qKRbZwY/LthEQIFXVICAmrvenTtYTFljIk+t0Un9sdFbEAB7dt4fj+vYyc0PLmePzAPvZ8ug6r3cGcZZd2WmQe2x9J3hC6jq7rUZGckT+yW9VpDFpSUlLSomqiqqokJSVRUlLSqX1UVFTw4x//mHvuuafNNn3tFjOUiZNH4pRzceuRh9tMdSFTbDO6tA+nkk+mWEKNtheTFE+GaWHM6+HgiQYRCyDw1q/BbB2L1MsJr9HjhRpH20AiHPa12TZv7AJCQQ9lp/YSn5jNuFlXtdk2PW8Unl1VEfGn66TldM0hAeDkoQNREQuw9sXnmHHBknZHZhVV5fYHHmTNf54h4Pcx79IrSErPJH1EHqeLDkdmZ3Sd9BH5be7DZDY3GSEVqGYz8UnJTQraSN13a2mDcbNmk5qdQzAQIDUrO+rhmjWykCKvh1AggNXhID13BEW7m+QcCUF58akuC1m/14OnthaTxUpcYmKb9zVJalbNCQblaCwYQrZbKLLEuOzuBV6nWmXiVAlPWKATmWgaHd/4MehCcOWmTbxVHqlnvDAxkffnzUMdpF+grmDqowtyX+BMGElm/gqqy7agmuPIzFs+0F3qMs1LEgLRWKymVBSf5s2//zk64lx26gTXf/1bnRLuVrsjWklLC4dIysph1NTppGYZCXIdcf/99/PII4+022bfvn3tvt4Z6urquOyyy5gwYQIPPfRQm+362i1mKCNLCiPNV3PI/z7HgtspCX7MZJudTHPrI3ttkahOJFFtvWqUEMHmaxBC6zMhmz5iPqePRGJ2ZcVEcsa0NttKsszoqcsZPbXj6+Ciq27DYrNTXXqa/PEzGDN9fos2NRWlVJw+SVpuPvFJLWOWW3Md0Fq5djUnOTOLz371mzHrrv7ivbzz9D+pqShnyvyFjJnW9gPI+Vddw5r/PIMWDpNdMIrRU6cjyzIVxac5sG0z8YlJLL3+5g770RUkSSKlleulxWZj3MzZ6JqGrCiRWOlWRmnPcnbUuD2x6fO4OXkwMvprslgIBwMkpme06W9rtljRQqFIjKxqatc3tunsV38P+hhCtp+xqzJvXJTCvRurcYcFP5gczyRX45dzn9sdFbEAH1dXs6GmhgVJXcs0Neg5SekzSUrvn6IJfYEjPp6ZF13MljXvAhEf2PzxLW+ipSePRy9CQgiqSksIh4Kd8guccN5c6qsqqS4vIyEllRkXLul23FYoGMTv9WC12VutLCOEoLqsBK/bjaqaSM7MbLePkiSBLMeMpgymUfVvfvOb3HHHHe22KSgoICMjg7Kyspj14XCYqqqqVm0Pm1JfX8/y5cuJi4vjpZdewtSOm0R/ucUMVer0Ug4HtzQsaWz3vUGKaSQmqXfeM5MlH1lJQtcilZPM1knIct8lmGaMWIgjLpuAv5r4xALMVlev7NdssXH+FW3nExzfv4uX//ALdF1DUU189ivfJTM/thpZ3tjx5I+fyLF9ewCYtugCXCmd865tTpwrkWu+9NVOtc0bO55bvvU9PHV1xCcnR0XhwitWsvCKla1uU1NRQdHuHQAUTp5KQnL3ijq0RiTRr1GmZReMwueuJ+j3Y7HbycwvACLXzpJjRwkFA5itVjLyR6KqLX/r7upIwnhyZla0dHgoGGw1lwEiI7ByJ64JQojIg0bDtVZWlH4dvTWE7ABwfpqFHZe3fgOKayV+LX6YJGYUBQ7yYf076OgscF7EWOvgcq7oD4IBL7vWvUx9dSnZhdMYNeWCPhVXS6+/mcnzFhIKBsguGBWTbXuWtJwR0SkkSZJwpaahmjoXMmO121l89Wd7HD/sc7sp2rsLoetIkkTeuIk4m2Xoempr8dZHzObDoSBVpSWk57afwDPYxGtTUlNTSU3t+OY8b948ampq2LJlCzNnRh6s1qxZg67rzJnTdnJkXV0dy5Ytw2Kx8Oqrr2K1Gq4bPSGge2KWBToh4e81IStJJuKTbiAUPI4kmVFNfT8aHpc4kjhG9uo+D2z9iC3vv4gkycxZdgMFE8+LeX3Te69HZ4t0LczWtau47I7YnBtZUbj1O/+PPRvXc3TPLpIzswn4fG1WzOotaisrWfvic/jc9bhSUrngmuvafDAP+H18uuoN3DU10WtMRfFpLrzm+uiDeMmJYxQfLcJkNlM4aQr2uNbLGncWq93OxDnz0cJhFLUxTK+q5AyhYCS+Pej3U11WSmorSbSq2YzZao2KWIh8Brpu6pHwFLoeE4Kga1q/CtmhP189zBhhs/HwuHHRD+aBUaOYHN+zL/9gwKd7ebP2Ber0Gtx6He/UvUKtVt3xhoMMLRygsmQ3tRVHYqZSOsuW95/m+P5PqSwpYucnL3Ly0OY+6GUjkiSRkZdP7uixrYpYgNTsHC695U5yRo9h1NTpXP65e7os/jrT3ud2U1dd1cK8HKDizOmor6wQgvLiky3aaOFYv1kt1DXT86HK+PHjWb58OXfffTcbN27kk08+4d577+WGG26IOhacPn2acePGsXHjRiAiYi+55BI8Hg9/+ctfqKuro6SkhJKSkk5N0Rq0JEnNxSY1XouTlNjl3kCSTJgtozCZRwzaB7D2qK0qZd2b/yTg8+D31vPhK3/B54lNGlTN5sZzk6Q2Z1W8bjfvPvNP9mz8lA9ffp5nfvlIt665XWHbB2vweyKFH2orK9i78dOY14UQ1FVX4a6tZd+mDdRWlMd8TuFQCHdtDQB1VZUU7d6J3+OmvrqKvZs29Er/Wyue0DwUQw+3/ht3paRiHwZ6ojnDY6hvGPGvk8X853Q5ixLT+NmE0czpo4zE/saj16PT+OMSCOq1WhKUoXN+WjjAznW/w++pACAt9zwKJ63s0j6qSo42meqWqSo9zogx53WwVd8zcuIkRk7suxHy4qNHOHEg4oloj4tj4pz5MVNmzW/arRnW2+LiqK9pfPjpTU/Fwc5TTz3Fvffey5IlS6IFEX77299GXw+FQhw4cABvQ7GJrVu3smHDBgBGjYqdtj169Cj5+fn91vfhgiqZWeC8jeLQPmQUHHKQ0vAanHIBTqV3RzWHKt66mphloev43HXYHI3iaeEV11N6vAivuw5nQiJzlq1sdV8nDu7H720soVpy/Cgn9u9jxLjxfSbyg35fm1W6hBBsXbua0hPHgYjDgN5g7+dMcGGyWNDCYcy2SP6M113fYt+6rvWJF2t8cnK07C1AXBuhiJIsk5qVQygYiOZLyIra49FTSZZbFFfoTwwhO4jYVF3Lrdt2A6BI8NnNuzi29HzkIfhk3pxEJQWXkkxtQ/yXXXaSpvZ9RbTepLr8QFTEApSd3ETe2OWoXaiulpo9hpOHt4AQCKGTmt1xdZyhjtD1aIIBRKrVVJacidrMAKRm5+KurSEcCqEoKmm5I1rsx2yxkp6bh8/jQTWZsA2B0om9RVJSUpvFDwDy8/NjbsAXXHBBn49enYuYZRv5lhmUBt+nUtsFSNRpe8jmSuzyCEBHkob/bVXXdYp2byUY8CFJEnVV5YwYM4mUrHziXCnU11QCkJiWjSs19jqfkpnDXT/8NZ7aapyupDaFXWJqo1OHxWbDZLbwyp9/z6gp07j01jvbTTzqLuNmnse6N18DIgMNo6ZMi75WXVYaFbHQWKHQYrdjtlqRJAnZbKa46DCjp04nISkF6WyMvhDEJbZ9rl1B13XCDV6zqtmMLMsRIW02E/D5sNrtmK1th2BIDaPgTXMHesrZWF4hBBL0yWfTHsP6F3f8eA2bNxdTUJDI9OmDVzT963gFd285jh9/9BPRBJz0+XGHNeJNQ/9jUiSFzybezi7fFnShM8k2A7M8tBJLmle/kSQFWW7f/7c5My64EZvThbumjKyRU8gumNqbXRyctGLj0vziabHZGDN9JkF/ALPF0mYYhMliaTURzMCgP3HrRQ3/i5SnqdN2UaWtQhDGIU8kSenb2PeBJBT088Lv/ofSEyei61STwuY1r3LF575Jet4Y3LXrAImRE2e1eo1UVRMJyWmUnTrJvs0bSEhKZsrCxTEjeZn5I1l28+188vorMdse3rmdor27yB8/sddHN0eMHU9cYhI1FeUtq3S18mA4++JLKTl+NGbk1u+JjIzanE4mzV1A2akTmMwWskZ23YasOUKI6P4hElJgdUScYyw2OxZb59yU+iJ3YCDzEYa+QmqDvXvLueuuVwiFIsPd99+/kGuv7Vzd5f6iPqSztcrP7ZuOEemlCiJyz5clmBYfT5zaNaE0mLHJdmY7zh/obnQbV8poUrKmUVG8HUmSKZi0ElnpmjWOajIzeV7bHozDEUmSyB83gaN7I7MNTpeL5IyWD5ayrPR6PXEDg7bQhYegWINOFQojMUsLQPIAJwAnkIdE6zdmi5yCV/dytkpXiJPQcBX36HuwyyOxSfn9ch79zfvPPxYjYiEySqgoCrvXr6b89N6ooNn+wSuMnXY+VkfLymflxaf480MPoIU1hNA5dfgQl38u1ud45oVLKZw8lScf/hEQmbK2OZ188NLzbHrvHRZcfhXpuXltZt13h8S0dBLTWhbsSUxLJy0nl7JTkfj9vHETyBpZgMVm49D2rdGH9ZTMxkp7ca7ETpWs7SzN7RPPevVKbTz4nysMWyH76qsH0PXGJ6inn941qITs4foQC945TVkgBNEEcQXC8YyME1ydncQDo0d26gnnmL+Gj+tOMtGeynRn18vkGXQOSZIZPfWz5I9fgSybUNS+LSE5nEgfkUdiWjqhUBC7M27YjlYZDB2CYi06xYBAYy9hzCjsBc4mzkxDovWKXRmmiykNrSEoqnBKBfjYHvO6JtouLjCUCQX9VJa2Xp5WILA6Wob7hJslaZ7lwJZNaOFwdIp757oPWwhZiCQoTZ5/PrvWfYTZZotOW3vr63jrH38B4Mq7/4uMdgod9AaSLDPzooupq6qMTOc3CNTkjEyUmbOpq6rEER9PUisP6b3Zh86sO9cYtkLW5bJGZwJkWSIxcXBZzzy6r4bKoA7IZ2enIgiVv04fy+LUjmt3A2xzl7Bg59/x6ZGSt/8YcyW3pk3po14PXwK+Mupr9qKqDuKTpyPLbf80TGajYlV3MFutmA0LKINBgqCGppWtEMUgNR3x2gNtCFlVspNtvjy6XBny4xH7EQENvVLHLe/FlJqMxZbW6vZDFdVkxuaIw+kK4a6J2D3ZnE6ErpE/fioLLruR9+rLqDhzDID8CefhiG99RDIhJbXBti8ixMyWtq8NF3zms0xduIiPXn2RypIzQIMBvwTBQIBPXn+Fa770tV4809aRJKlVn1hXaiquTljp9RRZlrHYbAQDASQioVbGoMAwFrK33DKFLVuK2bathNRUOw88MLimtJtEC0IoAZfNz5h4he+Ny+y0iAX4Q8lWgg12RgLBT05+xC2pk8/ZL3d3/EyD/kpOHvobQuiAwOc5SWb+Z6Kva2E/Jw6+jqfuFPFJo8gZtbxdoWtgYDD4URhFmG1ERhEEspQOVDRpEQlzEUJHiCCS1LZoSFKXYAnnUHbidYQexsMhfPXHGTHuv1CUvvU+7U+ELhAinqC/DJNFJrtwLFd9/oGYNstv/W+Kj+5FUU1k5o9r8z2bMGsOr5n+EJ0u93u9HNu3p9WiLZIkkZSewZT5i1j70nPRUdxQMAhnzfiHKc2TshRVxdbMW34gq2oNBobt3djpNPOnP12J3x/GYlEG3Yf7zXEJvHjSQ0VAxyqrvDh/FBemd/2Cl6A0xAZJQVDdHNCqueTAH3htzF1Y5d4tbbjZs5dVdetxyjZuTrqUVNPAWWcJEUKjDAk7ipSIrpehhd8GPEjSaBT1wuiTfkd46o8gROOF0F17IEYQnzy8iqrSXYCg/PQmVJODrJEX9sFZGRgY9BcmaTYy8eiiGkUagSxlIfADRwA7EhcSCpZSW/kyQveimjNJSL4auZUkVUmSUEPxCL1xGl3XAwT9ldgcLY3phypnjh2k5PhhIHLOxUUHcddW4UxotHtSVBO5oztOYg2FQi1iPuuqKttsH/T72fDOm1HP1LPxobIsIysy//7No4yZPpNp5/dPop3f60ULhyKhUn00ve+uraGy+DSaruNKSSUxLb3FuZ19H6LI8qDTO33NsBWyZ7FaB+cpZlhVdq3IpcgdYlSciTRr94K1v50zj3dqitge3B9d917dQf5ZsZm70+b1Vnc5Fijmf0v/iUAgI3EsWMyvcr45ID8YXfjx6C8gU4ciSWjCiRTWgUjyhRAHEXoWkjK+U/szmV1NliRUU3zMefncJTQdQ/d7YsuFDna0cBhJlvvd26/p8Q/v2k5dVSVxriRGTZmG2k6pVAOD/kCSJFTG0zSfS2IJgguRGkrSuGueRuiReNdwsASfeyuO+NavqyZLIpJsjopZSVYxW4ZXafHWrvedHTAA8Hk8HNq+BdVkYsz0WYyaMo3DO7dHsu7tdgomtR0WV3L8WLTYwNm+LL3hFnat+5jK4mKEEGx4+00SklMomDi5S+fVFnpDxarmLiolx49RfPQIAI74BEZPnd6m00rLfWr4PZ5IgpyqYrU7Wn1fNU3DXVONI8GFEAJ3bQ02pxNbszjk5jZ752Ly1+BUeX2ExxPCbJYxmQbuQxZC8M3Nbn61z4cqwW/OczI/tfv9STbZ2Trt8zg2349PNFxAkXDrwd7qMgBHAqcQDWJOR1AcqsAvgth6qTxjVwiJA0AdasOPX+AB9Cb3IwmBt/WNW8ERP5qk9IXUVmxFMTnJGHFFzOuulHF464tBkkHoxCcPDe9XIQQfvPQfNrz9JorJxIrbPseE2b33cNNZThzaT+WZYgCqSs9w/ICZwknngO2YwZBEalLwUtf9NH2IFXqgze0UxUbWyBupLv0IASSlL0RRG104hBCEgrUoqg1FGRwWckIIdn78Lge3byAxNYOFV96I1d62P3Nm/hgKJs6kaM8WAKYvvgxHvKtTxwoG/Dz9i4eprSgHYO+mDVzz5a+z85MP8Xs8TJw7H2dC2/uyx8WG3MmyQsGEyXz86ssx0+9VJWd6RcgWHz3CkV07EEKQN24CeWMjAyO6pkVFLICnrpbayopWnQ5aI+DzRUv0auEwwYAfSyu+rwGfN6ZUuM3hJBxqPXHuXOecELK6LvjRw5/wyuuHMJsVfvz/zueSpb1TiUXXBQdKg7jsMpkJHY8ybawI86t9DU/4Ar6y0c11+VZSrN0fLZMkie9lL+X7p94CINMUx41J07u9v9YYbR2BjBTNS8sypWGVBiZrX0KOmC43fYqVOet+AyjIckHn9ydJJGcsIjljUauvZ+QtQjXZ8dQXE+caSVL60EimO33kEJ+uegOAcDDI63/7E6OmTO/3hCu/O7ZGvc/t7tfjGxh0F3vcLNw1qyMLkoLV0X71O6s9i8yR17dYr+shTh16Gp/nFJKkkDlyJXGucX3R5S5xaMdGPnzlKQBKTxTh87q54nPfaLO9JMtcctOXqS4rRjWZiE/qfDLbqUMHoyIW4MSBfXjr65h54dJObZ+Slc2sJZewde1qFNXE+VdejdlqZcTYcRTt2dUQ6QzZo3o+0OD3eTmya2dUIB/fv5eUzCwc8d2rJqjrOp662lZHbYXe0p8WIiPdZ0PcJElCCNFiNDbSToqNkT0HXQzOCSH78bpTvPL6IQCCQY0f/M9HXHhBHia1Zx94IKzz2T+eZl2RDwl4eGUqn1/YftxoTVCPWdYBT1jQMg+ya3wv62KWxI+mOFjHhfGjSFR7149zhDmD+zPu5J269ThlOzckLevzsAIhBGdCG6nWjmCXUxlhXoQiWTBJYwmKvQgRKVcqISHJKcjSDMCNLOcjSb1XvlSSZFKzZ9P3Oam9i7c+tkSirmkE/f4+EbJCCA7t2Mbpw4ewx8UxecH52J2REZSkjEyqy0ujPovJGVkd7K3rxw4G/OhhDcWkYjIbmbwGvYPNMQXVlIoWqsJkyUVRu1envrZyJz7PKQCE0Cg9/uagELJlJ4si1ad0HSF0So8f6XCbSOJVdsy66rISKs4Uk5lf0Oaoqj0u9r2L+EY7CAWD1FaUE5eU1OrIZFOmnX8BUxcujvYD4KJrbyApPQN3TTWFU6aRmdezQSpN0zh58ACJaWnouo67pppwKBRJLANkRSGrYBTFRZFYYWeCi4SUtu8Ouq5TtGdntJBB+oi8GEGqmlsfALPYbPjc9dE4YpvD2WpIliRJ0ES8novXvnNCyNbVx04HBQIa4ZDWYyH7xi4364oio6sC+P6r5dw214VZjXyRgprg86vDvHBEMDIenrvUxOIMM1MTVXZURwLWr841M8LRO09Qc535vbKftphmH8M0+5g+PUZTysM7ORVaB4BHL0MXGoXW5UiSGYf8WTSOIzgRSfhiMpI8OKydtHCIwzvfpr6mhNTsCYwYM29ALi554yfgSkmlpmEUZPTU6TgSei7wgwE/qmqKGV0oPlrE4R3bAPB5PWz/4H3mX3YlAOm5I1BVlbrqKuJciSRn9lzIhoNBwuEwJrOZUCgYLdmoaWEkJKP6l0GvYTJnYjL3zBtU6OGYZV2E22jZv2TkjUJ8sAqQkCTIGdV1r/WD27fwwuO/QNd1zFYbtz/wQ9JyWpaYzsjLZ/6KK/l01RsoqsrFN96C3+vlpScew1tfh8li4cq7vkj6iLx2j9f8WqqaTMy66OIu97stqkrPEPB5o8dyxCcQDoWIT2yMd07PHYEzPgEkCUd8fLvXd3dNdUw1rtITxxk9bUakrKuioqityzBZlnGlphEKBpBlBZO57RnQc1G8NuWcELKLFuSSmeHgTEnky/SZq8Zgs/U82SQcO7iKEDTEkUa+VH/crfPMwciaQzVw57thNlxvYt2libxxKoBVkViRbT7nv4RN0YXOHt+7FIf2Ea+YUKSzE0YCt34m2k6SZFRGAr0TItKb7N30EqcObyTicrAPVTWTXTir3/thsdq443s/5MC2zZgtVsbOmNWj75oWDrPuzVc5c+woqtnMgsuuJD03ctPx1NY0TnE1JCY0JTkzq1cELIDf66GuqiqyIEk4msXOaVoYE4aQNRg8xCdNorpsI+FQHQApma2HMfUnh3as48NX/o7JImNzJjFq8nnMvvhqIGJr9daTT1C0ZzspWblceddXiU9KbnU/H7/2QjTmMxQMsGn1Ki67vWVhA4C5yy9j9iWXRqfL1774XDTUKBwMsn7V66y858sttvO53ei6jiO+eyPiXaGpk4IkSahmM5PmLog+uAcDAQ5u3YTf640mrTWP321K0xK9kiShqCoSUru+uY3byh2OUhucI0I2Pt7Cs/+4io/WnSI+3szCeb1jh3LZJCdTsi3sPB0Z8b1/eTKWJqO8pzwCRYrEwmoCTrojcSx2VeKz+YNj9HCwcSq0i5OhnQB4dY04pfH9TFDaf1IXIkTA9x5a+DiykozFthxZ7rwnb29RVXqYaIKIkNi/9U3Kiw8ydsYKbA5Xv/bF6nBEp+J6yrF9ezhzLFLVJxwMsvHdt7mioRJPanYOh3fuiIrZtNz2P6ue4Kmra1wQAl3XYwR6b9dfNzDoKarJQf6Eu/G5T6Ka4rDae1aB0V1bztE9HyLJMrlj5uKprcKZkEx8Uuf2Gw6F+PCVf6BrGooqE/TXkDtmQnQmY9N7b3Bw20aEEJQcK+KF3/2cBZddzaips1u4n6gmc0ycpqq2P0jUdHtdi3h30/Cvrust2u9c9xE7P/4QgMLJU5m7/LI+HfxJTE2nsuRMVNBm5ObFjJqWHDuK39uQ5xIKcfLQfsbOOK/N/TkSEkhITqG+phpnggtZlqkqLUFWVSxWG/FJiV1yfjBoyTlzxY+Pt7BiWQHbd5ax9uOTzJmZid3es1FZh0Vm1VdGsOWEjyS7wtiM2FGg60bJ/Ga7HslDEnDXROPL2hE+vQ4JCYEgIHQUXSXbVIhdTibT1PbFAiAU2IoWLgIEulZG0P8BVvvl7W7TFySmjsTrrorEnekCv6eG4qKt1FacZNHKbw/ZEfhgwB+NcwUIBfzR1xLT0pmz7FJKjh3F5owjf3zflYNunswgSZFQgrMxsmo7U3AGBgOFolhxJvQ8ESkY8PLRq78iFPCh64Kd695r8BGVmHfpbRRMnNvhPnQtjK7FhjeEAo1ldeuqKqK/dSF0Ks6c4q1//o5x+3aw7KYvxGy35LpbeOaXPyXg85KQlMK8FVe1eVwtHKamohxnQgIWm52p5y+maM9Ogn4/iqwwe+mymPZed31UxAIc2bWDUVOmkZrdd968ZquV0VNn4KmrxWy1RmP9o+eghbHHOTFZrISCgQ6LMUiSRO7osVScOY3f44kIf1kGIQj4vHjr1W4nkRlEOGeELMCvHt/Ck8/uBSAvN55//WkFcc6e3fTMqsS8gtYTq2akyWy8TuXN44JRCRKfKRyaAqY/yTCNoSiwsWFJkKZOZrT1ok5tK0TTbHiBrte12bYvmTD7M6hmG+Wn9uGuLW/om467thQtHEQ1Dc1p7xFjx3Ng62aC/oiAHTsz9sEiOSOT5D6sM36WOFciNRXlCF1HUU3YnXGd9nA0MOguWthNKFiByZyKorZfptpTV8yJg2+ia0Ey8xeRlN6+20FXqK04RdAfCZMLBsJNzPAFOz5+tVNC1my1MW7mIvZviYjE+KR0ckc3urGMmzmXXes/iIpZRYncu/Zv/oQl194Z87CYXTCKr/3i99TXVJGQnNpmzKe3vp7X//4n3DXVKKrK0utuJrtwFLd863tUnCnGlZraIlGsecEEIFoQoS8xmc242kjgiktMil5vzFZrp6f+ozNFDWEVZ+mP8xnunDNCNhDQ+Oe/90aXj5+sY+1HJ7ni0sI+Pe7kFJnJPbUkOIdIUNJZ4LyF0tBh7LKLLFPnR/YU02jCoX2cLTlpMnWuIEJvo5osTDhvJbUF5/Hxa78EREPSQBqKGrkBBANe6irPEJeYhsXW/+EP3cERF8/yW+6g5Phx7HFxpOXkDkg/TGYzKZlZ6A1VfYbqCLfB0CHgO0nFmf+A0JAkEynZN2C2tD6Nr+thDmz7O1oo4kF7ZNdz2Jxp2BwtraoCvmqO7XuegK+ShJTxjBh9OZLc/kOZIyGlwZpJRyL2u9+VsJqFV9zGyAkzCfh9lJ06zZ9/+G3szjguvfUe8sdP5sb7/h/bP3yXQ9s3cHbm22y1tSpUTRYLSentP8Tu3fQpnobYeS0cZsO7b/GZwq9gdTjIacMyyxGfwMiJkzm6ZxcQSbIaqOvOWXRdi7nmSHLnrj9xiYn4PG50TYsJr7DYetdh6FzknBGysiKhqjKhUGMMjs3W/dP3h3Re21ZLKCy4fHoC8TZjRKi3iFfSiVc6Zy7dFFUdgWS/Bk07iSwno6id95LtCxKSs5m15HMc3/8JZouDsTNXIEkSdVVnWPP8rwgFvCiqiUVX3UtKVt8+UJ0lGPBTX11NQnJKt6prWe2OPg0b6CxaOEzQ70NWVCw2myFmDfqU+ur10FDGWogw7ppNJKVf0WrbUNCNFvI1WSPwecpbFbInDrwSKbaCoKpkGzZHGmk57RctsTuTmHHBLezZ+AoWO/g9Gp66KmRFZdaSGzp9TpIkkTNqEsf37+HDl58DwF1TxfOP/y9f+tn/kVM4luyCMXzwUgI7P3kPs9XG8lu+1G2fUtEs/rX5clt9nL/iCkZPnY6mhUnPGTHgsy8Wqy3GhaCzI7KqyUxm3kiCwSB6OIymhTFbrP3u6z0cOWeErEmV+cG35/HQz9ahaYKLFuVywcLuPdnpuuDGx4+y/nDky/y71eW8+53R2MxGDOxAo6iZKGrfT293lvTciaTnToxZt3/Le4SDkRudFg6z+9PXueAzX+vzvpw5VsRzv/0FoWAQk8XCNV/+OjkFo/r8uL1NOBSiprysyXKw3YpABgY9RlIgarkP0Pa13myJx2pPwe+tjLRUTDjjc6mtPEH56b3Y41LJzJ+OJMkEfFVN9ikR9NcAEA4FqDxzGLPVQWJafsz+w6EAh3a+TTgYCaVKyylg4px7sTldmC1dz3CvKmt0g4mUQq1GC4eiSVwXfOZWFq28Oeo00F3GzZrN4Z3b8XncSLLc6UIIkiQN+ChsU+KTkhEN8a0Wqy3GQ1boOpoWGbGVFaXF+yXJMhZDuPY654yQBbji0kIuXJSL1xcmNbn7ozhHy4NREQtwuDTApiIPi8a1nCIOaYJXjwr8muCqkTJOszFy1BcI4Ubom4EQkjwRSepd0/22jytA6CBJ+L21mMz2DmNgI1+7pjfF/vlOvP/iv6Om3qFAgOf/71d86eFfYh5inqsBny922es1hKxBnxKftJAK/2mEHkBWbMQltj1qKkky42Z+jjPHPkLXQ6TlzMZbX8mm1b9vyO7X8dSVMXrqpSSlT6H05MecvQa4UsYTCvr46JVf4qmLxNcXTl5CUvpYgn4veze9TU35KWRFxx4XEZrVZUWoJrVbIhYgf/xkVJMJTdMQQpA/flJMaVSghVNBd4hzJXLNl75GZUkxca4knC5Xj/c5EEiS1Gr8bKQEcWNpeF3TDD/rfuKcErIATocZp6NnCV4JdgVZijgRnCUlruVbKYTg6jfDrDoeaTgxSePT60zYVEPM9iZCCHTtNSCS3CW0o8jK9b1a3as16qtPsfvTJwn4apFkK+FgZKp78vzbSMlsu2rP2BkXU3x0N0G/B0U1MWle/zgrBLyxAjAcDFJVcoaMvPx+OX5voTSbWhzoqUaD4Y/Zkk5G3hfRQrUoJhey3H5YjskSx4ixK6LLJw+9GhWxAGeObWb01EvJHHkRFntKJEY2aQyOhFxOHtoYFbFCCLaufYNQ8DWgIUTOJKNp4PeGsTlMSJKMydz9OEtXShrXffUBDm7fjCM+npkXLut4o25itlrJzG8/5KumopwTB/ZhczgpnDx1yPy+myemCSGiJWYN+pZzTsj2BilxKr+4KYcHnjtNWBN867IMJmS3fBo+Vk9UxALsqYKPigWXjDC+2L2LD6htsiwQoqzPhez+Lc8R9NcjdNDCEZGoa2H2b36BhVd8r83t4lxpXHrbg9RXl+FMSMFia1k/uy+Ys2wFb/7jL9FlRVWJT27d5LwnnHU16K3YL299He7aWlSTCVdqGha7nVAoSMDnQ1EU4ppU3DEw6Ctk2Yxs6V6hapszKSpikSRszuSG/8okZ0yLaasojSI5FNQJNSlrrmsCoYhIWVkBimpm0rxrMVvbd1FoC7/Hzb9/+zNKjhfhiE/gs1/5DibzwI0i1lVV8vZTf0dvGB0uO3WCBZevHLD+dIWuxA6f9dw1RG7vYAjZbnLjvCSun5OIAJQ2shbjTbQYuU0yZhr6ACvgALzQUFlNknpfoDUnFPDQGB7QiKaFWm0vhGDPhlc5vON9FNXMzItuITkjv2872YQJ581FCMGnq97AZLFwwdWfbeGR2FMObtvCsX17ABg5cTKjp07v0f58Hg8lx49Fl0MBP+kj8olzJRLnSuzRvg0M+oucUfOory6m7NQu7HGpTJxzfZttM/KnkJYzgbJTe1ud0o8IJsH8FV/AZHYghI7Q9W4lYW189w1KTxwDIg+M7z77d2751kNd3k9vUXz0SIwd1YmD+5nfbFRTC4c5c+wooWCAlMysQfMgK8syiqpG+i9JqCZTq0JVCBFNdBNEPk9D0PYMQ8j2ALkD241km8TvL1C49wMNTYfvzJKZlT44E8KOBUo46D/NeNsIcs3dG3XoKbVaBT7dTYqajSp1PqNekmRk5Qp07VMgiCxPRZL6/uKWVTiP4/vei1jTNEnALZjYet3viuJDHNq+GoBwyM+m9/7B5Z/7WcwITF8zcfY8Js5uPyu6u3hqa6MiFuDonl1kjSzsUVlJn7s+ZtnrdrfR0sBg8CLLChPnXMfEOdd1qu3sS+7G56lBVc18+va/ObLrUwBGTpxFUnoW6SPGsXfDBxzc9gkAI8ZOZfnNX+mymPX7vNFwfSEEPk///b50XafyTDEmiyUac+qIdzU2kCTscfEtRN6hndupq4wUbCgvPs3EOfNwxPV96drOoKhqmz66ECtiDXoPQ8j2MXdNVLh1nIwuwDpIY2PXu/fxwOm/oCNQkPlF7heYYe/fbPb9/o1s9a4BIE5OZFn87Zjlzk9NS5ILRV3eV91rlbyxS4hz5eL3VhGfOAK/twarPZG4xNYTzfzeWFGmayG0ULBfhWxfomktjb21cOuj053FYosN2TGsagzOBSRJwu6MzDicf+WdTF90BbKi4oiPrKutKI2KWIATB3ZQeqqIjBFdu25PXXghu9atJdwgruZc0j/x+lo4zDvP/JPy0ycb+rGYqQsXkzNqNBPnzOfQjq3YHE7mXRprcSaEiIjYyAIAdZWVg0bIdgshzmYAG3QTQ8j2A2ZlcH9J/1P9IaJhilxH8GL1x/0qZIUQ7PA2liGs16s5FtzLGOuMDrcDHUkamGQASZJIzhgbXY5LzG63fXruOKyOBPyeSDxv1sip3Y5tG4zEJSaRnJlF5ZligF6Z9rPHxZOUkYm7phrVZCYlq/332MBgOBHwe/n41X9RdvoYI8ZMZu7yz6Ioaqsjr3IHhRRaIz03n88/+CgnD+8jOSObzPz+8bM+deRQVMQC7Pj4QybMnofJbI6K2rMIIagpL4vE9CclY3U4Ynxc7XFDo6AMRO4ZLYLRDBHbYwwhO4zY7S2hOuxjjjMXs9z5j9YhW5GQEAgkJJxdGAntLWRktGbL7aGJUgJiFeBDFvlYpIv7RND63CXUVO7FbHGRlD4NSep+aIjZ6uCia79NcdEOVLON7MJpvdfRAaL89EnKT5/GlZpK1shCpi++iKrSEgCS0jN6HPt11uqmrXKR5wpVVVV85Stf4bXXXkOWZa655hp+85vf4HR2nCgohGDFihWsWrWKl156iZUrV/Z9hw16hU9ef5pDOzYghE5N+RnsznimL76M+KRUpiy4hJ2fvAPAmGnzSc3O79YxElJSY7xQ+4MW/qptXCaEEHz48vOcPHQQgPHnzWXinHkc27eHYMBPes4IEpKHVunM6ENIw0isER/bc85JIbtrfxXf/ul6Kqr8XHtZAd/+4rQh/2X68anV/ODUuwDMcGTx0YQvYlc6ZzP2xdTL2O8/SWm4mkxTEnem9J39SmtIksQsxyV86nkDgSBZySLfMrHdbYJiDRDJjtc5Rph9mOh5PXMhBFUl6/HUH0c1JVBRvKVh5FfgrS8md3TPpt4stjhGTlzY434OBoqPHuHTVW802AoJpp6/mMJJU0nJ7JqHrxCCuqpKgn4/8UnJLcIJDODmm2/mzJkzvPvuu4RCIe68807uuecenn766Q63/fWvfz3kr2/nKhXFJ6JuB5IkUVl6KvravEtvYOKcJQhdJz45bUh9xtmFo8nIy48mck5ffBEmc8v7VdnJE1ERC7Bv06eMn3Ue42ae119d7RBNC1NdVkooEMBis+NKTWvXdzf6OQ2hz2uwc04K2ft+tI7Sci+6gH++cIhpE1JYtrh3K4f4wwJVBrWTdZh7dCw9xEOn3osub/UU80r1Xm5Mmdap7bPNKTxb8F3qNA8JigO5B6OOreHTfXzq+QS/HmC6fQYZppaVt0ZaJpFpKiAgvMTLyR1elAWROuYRJITw9UpdgarSTyk7HYnV1cJ61CYFoKZ8V4+FbGtEblRD78n81OHIDebse3TiwH4KJ03t8n5Kjh+LTjOWnDjG6KkzsNqN+uNn2bdvH6tWrWLTpk3MmjULgMcee4wVK1bw6KOPkpXV9oPD9u3b+cUvfsHmzZvJzBw8Fe8MOkfeuKlUlpxEkmSE0MkdPTnm9fikoTlToSgKF99wKzXlZZjMljaLI7T0hOldvPV1VBQXRwZQMjK7VViltrIiajno93pw11QTn9T3rjkGjZxzQjYU1iit8EUtsSQJzpR5e23/QgjuX+Pjsc0BLAr87lI7N07sW88tCQkZCb3Jz17tohhVJJlEtfdjjYQQPFP1L0rDkenmXb4d3JPyJVyqq0Vbq2zHSucEjEmaTEhsblhSUaXRvdJfr7sxbitWGEuYra370gYDbk4fWY8QOtkFc7HYOudfK4Rg17rX2LfpXRSThbnLbyOncEr3O98P6LqOp64Wq92O3Rkf+QE12ON0152gsqQ4+n+h69RUlJExIr+Xejz0Wb9+PS6XKypiAZYuXYosy2zYsIGrr7661e28Xi833XQTjz/+OBkZGR0eJxAIEAgEost1dXU977xBjzhv6dXYHHFUnDlJzqgJjJnWN44jnWX3p+v4dNXryKrC4pXXdvrB9dCObezZsA5FVZl10cVk5hcgSRKJaentbpeWk0t24ShOHzkMwLiZ52HvpcSuszZeZx/ES44fI2/chFZHhtvdTyg2ybWpfZhB/3BOCVlN07n3gQ/Rwxo0DP1bzAoXze+9cqYfnwzz282Rm4Ffgy+86eWK0eY+LU1rkVV+mX8ZXzv2GgK4KL6QqxIn9NnxuoJP+CgJN9byDhPmZOhEq0K2K6jMRJbS0alDIRdZ6p2Lm82RjbsmMtIoyzKWuDQC3mpM1gTyxnymRXtdD7N17e/xuStBilTsmXPJf3dYphag/NQh9mxYFdlPwMu6N/7CNV96FEXtuouBEIJ1b77Mtg9WE5+UwmV33ENyRu+W6Q34fKz5zzPUVlagqCYWXHYlmXkjKT99EldKKlMWLOrWfk1mc0zZ2a7eSIY7JSUlpKWlxaxTVZWkpCRKSkra3O4b3/gG8+fP56qrrurUcR5++GF++MMf9qivBl1H17Q2q1fJssyUBZf0c49ap7qslLUv/ju6/P4Lz6GFwuSNG4/F1vYARHV5Gds+WBNd/uSNV7nq7i916ncuyzIXfOY6qkpLUFS112Llw6EgntparHYHfp83aokVCga6fP2xOZ2EqhofAK2O/ilwY9DIOSVkd+2rZN3mhgt/wxf3Nw+dz4js3huJrPTFToaEdPCERJ8KWYCvZCzgM0mTqA37GWdL7fXwgO5ilaw4ZAde3Rt1RkhRex6cL0kSCrn0dnpXcsY8hNDx1h/D5sgmNWsxUjvZwN66Mnzus3YwEPTXUV9zisTUjrN/fd7YES8tHCIcCnRLyB7cviV6k6mrruL5//sFX/ifX3R5P+1xaPtW6qoqo33d/tFaVtx+V4/3mztmHMf37yUUCOBKTSMprePRw+HA/fffzyOPPNJum3379nVr36+++ipr1qxh27Ztnd7mgQce4L777osu19XVkZvbuyFXBo146ir58OXfUVddQnLmSM6/4ovdqvJXXVZC8dFDpOXkkZo9okvbCiEoPXmcgNdLVsGodkVcfU119P/xScnYnXHs/ORDDm7bwsU33tpmbLu3PvY6p2saQb+v04Ix4g7Te2ExmqZRU1EBQmC2WlHNZuqrq1BUtV1B3haO+AQUVSUUDGKxWru1D4OecU4JWZMpIkgkiHrQjcztXf+5JfkmcuMlTtZF9r9yjIl0R/+IymxzAtnmvi3L2lVkSeaGxJt5u+4t/Lqfuc75ZJp6d6SwN5EkmdSs84HzO9XebEtAkhWEftZzQcJq71zFqYwR47E5EvCdteMqmNztcrWVZ05Hk66ErlNV1vZIXXdpPmXWkym0YCBA+amTCCFIzc5h/Kw551xd8m9+85vccccd7bYpKCggIyODsrKymPXhcJiqqqo2QwbWrFnDkSNHcDWLPbzmmms4//zzWbt2bYttLBYLFotRerC/2PbB89TXlAJQVXKMPRtXMWPxtdHXayvLeekPv6Gy+DSjps7ksjvuQTXFir9TRw7wn8d+iq5pIElc+bmvMnpa5xOhNr7zFjs+/gCIuBdc/YV72/RqzhiRj9PlwlNXF1MR0O/1cOZoEfkTWk/QTcnMjo58IgRJ6Rm9Fh7QHcLBYPT+L0kSiqLganBuUNoYGW8PSZKwOZzYho+T4pDjnBKyE8Ykcu3lhTz/+hEA7r5lIlkZvfvtK/XoVHjF2WIppBoPZ6SbMrgt+c6B7kavo+thvPWljJp8GacOf4IQGgWTLsXm6Jx3qsXmYNktD3Dy4BZUs438cd3PxC2cPI0PXn4OhEAIwZhpM7u9rzaPMWUqR3bvJOiPhAFMmregW/vRNY2DWzcTDEQSJKpKzzBxzvx2K+IMR1JTU0lN7XiqdN68edTU1LBlyxZmzox8rmvWrEHXdebMmdPqNvfffz+f//znY9ZNnjyZX/3qV1xxxRWtbmPQv/i8ddH4TAEEmhVMefPJP1Fy/ChC19m7aR1pOSOYd+mVMW12fPReY6UoIdj8/lsdCtmTBw/w3nNPEfQHYhLnayvKObZvD2Omt37tMFutXPeVb7J306cc378vpkKVuY3R2JqKcnat+winy0VyZhbJmVkUTprS4QOrz+PGW1eHxW7vVgJWe6im2BkvSZJIysiMDgQ0XW8wNDin7hySJPHgN2dzzy0TkWWJ9D5QmS8dDBHQGrMt/7k7xG/7183KoB/QtBA7P/kD7prTAOSOuZD8cV2PZbM54hkz/cIe9yc9N4/bvvMQezZ8QlxiEuct7f0qZ84EF5fd8XkqzpzGmZBIQnL3MnP9Xm9UxAKEQyG87nriXJ0byT7XGD9+PMuXL+fuu+/miSeeIBQKce+993LDDTdEHQtOnz7NkiVLePLJJ5k9ezYZGRmtjtaOGDGCkSNH9vcpGDRDCJ1RkxexseQYEEnYLZgYm8hVW14WFYuSJFFbWd5iPxabvUnCpYzV3v7ATDgc4vW//4lQQ1KfxWaLEWzNRV5z7HHxzLroErJGFrLxnbcIh0KMnDiZzPzWv1N7N35KKBgEIODzEudydRhS4Kmr5eShA9Hl9Ny8DpPCuoKiqsQlJeGrr29IUk1AkiR0XY+M1hJ5v1Wz2RCzQ4RzSsieJTO97+YAcuKkqCOCLEFmP4UVGPQvVaX7oyIW4OTB98kdtRhFHbip2ezC0WQX9o57Q1tYbDayC9qv+hb0+6ksOYPV4SAxNa3F62arFUmWG0d0JAmL1fCObY+nnnqKe++9lyVLlkQLIvz2t7+Nvh4KhThw4ABeb+85sBj0PkII9m95kyM7V6OoZqadfxWyYiYlq5DE1Fy0cJita9+gsuQ0mfkjqS4vjfxWhGD8eS0dC+YuX8mpw/upLDmN05XI4pU3tnv8oM8fFbFANK5TCEHeuAnkj2/fv/ssWSMLueqeL6PrGorStowIBQNNlqSYY7dF7dkStA3UVJT3qpAFsFhtLa454VBjOW0hBLqmnXOzREOVbn1Kjz/+OP/7v/9LSUkJU6dO5bHHHmP27Nmttv3Tn/7Ek08+ye7duwGYOXMmP/3pT9tsP9S5ZqyJJ7bIbD6jk2CR+PsVAxtbUBysYZ3nMKMsaUyzdy0RwKBtWlT4kiR6xch2iOP3etjw9lvRG1jBpCkUTIz1vlRNJgonTeHUkUMgBFkFo9qMyzOIkJSU1G7xg/z8/Jhp0dbo6HWDvqey5AiHd0QK14RDfg7vfJflt/w0muD58WvPsHPdaiQiVndzLrkUk8VOwcSprT6kOhMSuf27P8PvdWOxOdo14odIhn124SiqSktQTSaEEKy858uYrdboyGRnicSXti8hckeP5di+PQAoqkJ6bl6H+20+Yqv2l4tJs9+H8XsZOnRZyP773//mvvvu44knnmDOnDn8+te/ZtmyZRw4cKCFRQzA2rVrufHGG5k/fz5Wq5VHHnmESy65hD179pCdPfzqpv9mo58tp8NIQJ0XPjgeZnZ217PQe4MD/jNcePDnuPWIqPi/3Ju5Lbl7cY0GsSSlj8OVOpqa8kMAFEy8DEU1bKNKjh+LGYU5vn9vCyELkaznCYZpuME5RsDXPIM/RDjc6FRyfP/OSJw7ICsKgjDnX3ltK3tqJJJs1DnnHUmSyMwfiaeuNrru9JFDTJ7fueTWrjJywiQSklPwez0kZ2R2GPoAkJSRhd/rxVNfh8VmI2NEx+K3N1BUNSaBtTuJXwYDQ5eF7C9/+Uvuvvtu7rwzkrzzxBNP8MYbb/DXv/6V+++/v0X7p556Kmb5z3/+My+88AKrV6/mtttu62a3By8fHg/FVCP56ESIb80fmGnTf1Suw6c3Tpc8Wvq2IWSboWs+JElFkrv2sCHLCpPm3onPXY5ismKxDlwW7mCieYxdRzF3BgbnEqnZY7HaE/B7I0IyfcQkLNZGp5K0EQXUVVUghI7QdVKzYkVcbWUFH778PO7aGsbNnMO0RRd0OY6zuqy0cUGSqGq63Mt0xzpLURRyR4/tox61c1xVjYZxyLJsxMcOIbokZIPBIFu2bOGBBx6IrpNlmaVLl7J+/fpO7cPr9RIKhUhKajuzeyhXmDkvy8T7x8IIIhPN52X1f4zNXl8xXzrxFAf9JehE4hBlJOIVIw7xLELoVJe9ic+9DySFxLQV2J3jurQPSZKwx7WchThXKTt1kuP79yGrKno4jKKqTJg9sJWIDAwGE2aLg0Ur/5vio9tRTVayC2fEvH7hZ25DVU1UFJ9g5MTpTJ4Xmwj67jP/pLqsFCEEm95bxbH9e1mw4grs8Qk44uKQOggtgEgsfWXJmWiWftbIgl49x6GGpmlooRCKqhoxsUOULn1qFRUVaJpGenps4HV6ejr79+/v1D6+853vkJWVxdKlS9ts01sVZk6druPpZ/aABDffOInsrN4vwdqc+xfaCAvBxyfCLByh8p0F/S8eVx55nJPBajR0zJKELEkkKDYezb6eE8EKkhQnTuXcjkn0ew5HRCyA0KguewubY0zL2FeDTuFzu9n2wZpoXJmiqiy47KpeiX3VwmF8HjeqasLqMMwaDYY2FlscIye0PpVvsTlYev3nW30NIolPUcsuITh9+CD/+t+fEA6FSM7M4oavfwtHfPte4lMWLMJstVJVUkJGXj6FkztXZnY4Eg6FokVeAJwuF2bLuX1vHIr06+PHz372M5599lnWrl2LtZ0bXG9UmHG7g9x512vU1gZAgvdWH+Xl5z+L3d63U51mReJHFwzczTYkNI4FG3+YQSH4ccaV3J1yPp8//nt2+09ikUw8PuIuFsUNjjK2A4GuB2NXiDAIHZoJWSE06quPgQRxrpGG0G0DT11tTHKEFg4T9Pt7LGTD4RCnDx+Kxq65UtNISj83Kn8ZGDQnb9wEju7ZFf2tnc20lySJqtISVj/3DKePHKK+poYZiy9iyfU3tZgil2WZCefN7fe+D0b8Xk/sssdjCNkhSJfuyikpKSiKQmlpbExNaWlpmxVmzvLoo4/ys5/9jHfeeYcpU6a029ZisRAfHx/z11UOH6mmqtqPpgs0TVBZ6aPoaE2X9zPUMEkKF8dNQEZCQcYsKVzpmsaLNRvY4z8FQFCEeKj4uQHu6cBic4xCURu/V474GUhy7HOdEDpHdj3NkV3/5MjOf1K0+xmE0JvvygCIT06O+i5KkoTV4cAe1/MZEE9tbUwCRtMRqc5yttqZrutGJrLBkObCa65n5kUXo+s6fq8HXdci3++G7/WhHVupKi0h6Pfx6dtvsG/zhgHu8eCmRRysERc7JOnSiKzZbGbmzJmsXr2alStXAhGLkNWrV3Pvvfe2ud3Pf/5zfvKTn/D2228za9asHnW4s+TkxGEyyYTDEeFhMilkZ7Us/xnWdDRNYDEPnwzF5wq+wK/L3qM8XM8tSXMZb8tkdf32aLUxAfhFqIO9DC7qtWOUhj8CdNLUBcQr7XuZdoSsWEnLuQO/7yiybMVia5kZ63OXUF99JLpcV3UIn6cMu9MYEWyO2WJl7rIVHD+wD1mSGTlhEnIvZP02txPqThJGU1N54JwrhWswfFBNJmZeuJTsglF88PLzuGuqo8lasqwQ8HkbH9YkidqKinb2NrCIhgfL3rhOdBebw0koGETXtEjOg7Pvww8Nep8uhxbcd9993H777cyaNYvZs2fz61//Go/HE3UxuO2228jOzubhhx8G4JFHHuEHP/gBTz/9NPn5+ZSURGrAO51OnM7u1ZXvDCnJdn716MU8/vvNSJLEV758HomJsfGqqz4u5v5fbSMQ0Lj58pF87wuThsUNzqFY+F7mZdFlXeiEhECVFIIiMrr11bQVA9W9LhMWPk6FXkc0JK6dCr3FaPkOTFLPLjqyYmk3wav5CC2A3Mo6gwiO+AQy80YSDoUwWXqnMIQzwYW7thafO1KFJzU7p932QojIdKsQKCZTVAg3TYIZDr9xg3ObjLx8rv/afwNQfvoU5cWnyBpZyIcvP8/OTz5CkmQUk9pmudn+QNM09HAYk8USFddnf3uVJWco2rMLoeuk5Y4gb+z4AfldyopCQnIKuq4bTgVDmC7fla+//nrKy8v5wQ9+QElJCdOmTWPVqlXRBLATJ07EjKL8/ve/JxgMcu21sV54Dz74IA899FDPet8B8+bmMG9u6ze+QFDjO7/YSiAUEUf/ev0oF8xOZ+GMzmWhbzji4dvPnqLer/ONZWncunDwemL+tuwd/rf0TWQkJARfSV3GDUlDx4YrJOqjIjaCICjqeixkO8LmSCMtZz5lp9YBkJ67EEWxsm/zk/jcpSSmjSd/3KVI8vAZze8Jezeu5+ShgwDEuRKZu/yyHmcBS7JMRl5+ZMRElts1fBdCEPD50DUNiFS7stkbC5IYI7IGQwWvu57ioiMkpKSQmtX+w1tqdg4pWRFP9svvvIfc0eOor6lmwnlzumx91VsUHyti+4fvo2saaTkj0HUds8VCduFoUjKzoiIWoOzkCRJT00hITunxccOhEKFgEEmSMFssnRrtjRR2MK7hQ5lu3WXuvffeNkMJ1q5dG7N87Nix7hyizwkE9aiIPUt1XbCN1s22Denc+vuj1Ad0hIBvPXuaqXk2puQObBWvtlhTH6msojc43O4PnBnI7rRLWAQJCT9WKS4qNixSEiYpnpCoB0DFjlVK7Zf+ZBdeQlrufABMZif7t/yLmoqDIAQlx9djtSWSOXLoPBT0FcGAPypiAeprqqkoPk16L5iZS5LUOUHcUFay6bLWpMzkWQFriFiDwUxtZQXP/PKRaCLSkutuYvK8hS3a+b1evPV1+DxuPl31OkF/gNHTZjDzwqUD+h0Xus6Oj9aiaxpmixVd07DHxaGazFSeKY6EP+ix996m5WG7i65pBP3+SB8Av8+HzeEwfu/nAOfsPGm808TlF2Tz+trTAGSm2lg0q3OjsTVejTp/7A/xaHlw0ArZKbYRbPUeQ0cgITHBOjgrqpWGjrDJ8wo6YZKUbOY6P4sqmZEllZHmz1IV3olAkKRORpH6r4qWydwYAuNzlzaWMpQkvJ5yyk7toGj3myBJjJp8BSlZnatXPpyQZSXqS3mWnozGCiHw1NUhSWCPi+/czaiVNpIxXWgwxNizYR0Bvy+6vOHtN1sI2VNHDrHmP89ExGITZ5CD2zaTkZdPTivlbPsLXYhogqYkyyiqimpqvF67a2pITEuPFmYwW229MhqrNxPHCBH5M37/w55zVsgCPPKNGVwyP5N6d5gl8zJIcHZOHKXFq0zPs7HjhA9JAodFZt6oti23qgOC3+8TBDXB58fJ5Dj694f13cyrCIkwm71HWegYy1fTlvXr8TvLDu/b6EQugFXaaU4Ed1FgicR4qZKDNNPAm+snpU+k+OhHEZsuoeOMz2HfpmehYbR778anmHvpdzFb+i7+uy+or65m/9ZNmMxmJsye22ULGtVkYvx5c9i7aQMIQWZ+AcmZWd3qixCCU4cP4nO7AbDHx5NdMKpDQSpJEhabjaDfjxACk9lsTBkaDDlUsznmYdlkbnlf2vTuqtjZhyb4Pe6+7F6HKIpC/viJHNu3h2DAj661dHrJGzue5MwstHCIxNT0XqkA2DyMQJJlQ8SeI5zTQlZRJC6Z3/WbrSRJ/PveAv76QQXugM5N85JIi2/9hxjWBYtf19hTHflN/WG/xr5rFVyW/vuB2WUzj+Tc2G/H6y5ajJOC1Gx5cDBi7CVYbC687jISU8cgyRZoUpRYCJ2Ar3ZICVmfx8MLv/tNZMoPKNq9k6u/cG+nqgQ1ZcSYcWTmj0QLa1jt3Z+d8Hu9UREL4K2rI+j3Y7F1XFxEUVVsfZhEamDQ10xdsJjDO7dTdvIEJrOZiz7b8trddPRR17SoiDNbbWQXDNxo7FkmzplPem4ewYCfhOQUSk8cJ+CLjDKnZudgtlpJ6oViKU2RZRmr3R4NUzA12AEaDH/OaSHbE+JtCl9fnt5hu8N1sKu6YUFAiQ82lAuW5Qz/H5hfD1AWLidFTcIudyxsxlgXsMe/BgCLZCfHPPim6CVJJiOv0UxcCwex2FwEfJGCAGZLHIih9dmeOVYUYwxeduoknro6nC5Xl/dlMlswtTKxoYXD0MmkitYSuroqqg0MhioWm40bv/5t3LU1WB3OVkdkZ164lA9e+g9CCFSTmWmLLkCSJHJHj2v1QU7XdQI+L1abvVd/S+FQCG99PTanA5O50amkucOIc7KrIQmLmDCD3kZWFMzGLMw5hyFk+5gMG1gVCGiRcTsJyHcOLaHTHcpCFfy+/M94dC9mycTdKbeTZxnR7jaF1lkkqzn49HqS1RzMcv+X9+0qimpmxgVf5sTBDzh1eAM+Ty0b3/0142ddS1bB7IHuXqeIT0yKWVZNJiw9GFFtihCCY/v2cPrIYSRJomDSFDLzR7a7jcVmi4mhS87IxNxLdl4GBkMBSZaJa/a7bEr++IkkZ2bhrqkhOTOz3VAgd00NH7z8PD53PY74BBatvBZHsyJDpw4forjoMKrZwuhp04lzJXbYR299Pds+WEMoGEBWFKYuXNxurGtrgrwvaG71ZTD8MYY5+hiXReLFpTL5cZBth78skhnrGrgfmFvzUxXu+xiqtfUf4dUjU0khEebtujVttq3TqlhT9yxv1P6Z8nAxmebRQ0LEnsVsjUNRrGhao+vFkd1vD2CPukZKVjYLr7gam8NJXGISy2+5o9duOu7aGk4fOQxEbjBHdu0gFAh0uF1qdg6Fk6dSOHlqt2NtDQyGM3GuRDLzR3YYz75r/cfRuFlvfR17N66Peb2morwhnjXQ8PqnnaqAd+LgfkKhyDVP1zSO7t3d6b6LBocRXW89zre7aJqGFg5H/4xKfucGxohsP3BprkzR9QP/zPBs1Sf8sPg/aOhc45rLT7Nv7LOnVkHsBaS9C8oH9c/j1qsRCDZ53yFOSSLDlN8n/QIIh2sJBUowmVNRTW2PenQFSVaahsoOSOGEUDDIJ2+8THVZKRNmz2Ps9M5X0Zs0dz6T5s7v9T6Fgy3jnDUtjImOR1i743pwtiCC0CNxg4pqMkZmDM5pQsFA9PorhCAUjH2QbBqPDhAKBBC6jtTRFH3za3o71/hwKEQoEIg4GJjNBPw+tCaxrBZbz2eAzpaibrpscG4w8OrKoF9wa/6oiAV4oeZT1nkOdrBV97kgbiEmGhPg5jpbrzCjC516vSpG+NZqfVdWMRg4Q/npv1JT/hrlp/+G33uk4406QXbhXJwJkdK1kqwydsbKXtlvV3jtL7/n41dfZM+GdTz3m//l6N5d/d6H5iQkJ2NvMo2ZlJ7RKzettgiHQmjhELquN/w/3GfHMjAYDNRUlHNk1w5OHjpAONzywXHMtJnRhzlJlhk1ZXrM64lpaZFksYY2rtS0ThUSyB0zFrXhYVNWFPInTGq1XTgUpK6qEp/Hjbu2Bp/HHRWxEHkAb2Gd1VsYYvacwBiRPUcIinBUxJ7Fo/v77HgCCNF4sXqrdjWTbZOQpdhnJ1mSSVfzKA2f4Oy4WbrafixtT/DUbQVx9n0QuGs3YrUX9ni/JrON2Rd/DZ+nErPFiWru/9CII7t2REYhhECSZY7u3c3ICZP7vR9NkRWFqQsWUVVagizLJKVn9OkIafOpyshyz619DAwGI/U11RzesS267HO7W5SlzcjL55KbbqO6vIyktIwWSZxWu4Np5y+m7NRJVLOZzPyCTh3bEZ/AnGWX4amrxe6Mi/GzbUrAH3ufCQUCrdht9ZLglKQY6zLDfuvcwBCy5whJqpNrXHN5oeZTAMZYMjnfOb7Pjnc6WBwdZRUIqrRqfLoPh9LSb3dR3GfY69uAX7gZaZ6MS+1cYYqzCBEG6gEnktS+aJFjXpeQ5d5LQJBkGXtc9yuOCSFw11ZisdoxW7s+apmRl8/xA/sQuo7QddJze15VqzdQVDUmg7kvkSQp9pZoDMgYDGPcNdUxy/XVVa22i0tMajd5zB4XT/74rrvEmMxmXCntX/OUZiW8ZVlBUdXobImiqtRVVqLrOo74hE7Z7LXG2VKzTZO9jLCicwNDyJ5D/DT7Ri53zcSj+znfOR5bL4q45uSas5GRo2I2WU3C1kYCl0myMNW+qFvHEaIOeBXwAGaEuBypnfK1TtdcAv4TaOEaZNmGPW42FWfeRgt7iU+chs3ZfkZ9XxEOBXn7qd9QcvwgsqxwwTV3M3JC6+EYbXH1F77Kqn/9larSEibNW8iE2QNfQKK/kWUlxihe17VoaVoDg+GGPS6+zWVPXS1VZaXY7A6SM7P69TcghIgUJtF1VLMZs8WKFg4Tl5SELMvRZC8BVBafjsbteuvrSB+R3+1kU0O8npsYQvYcQpIkFjjH9sux0kypfD7lNj5xb8AmW7kk/qIWYQU9RRf1wCYkvA1rQsAG4PI2t1HUeFKzP4euuZEVB8VHnyToLwME3vqDZBfcidnatRHh3uDwzk8pOR6JWdZ1jY9fe5L88TO6dFF2ulxce+99fdXFIYFxEzM4V/DW13Hi0AGCAT9Wu4P4pGRGjB0HRCy3dq3/KDo6mV1XS964Cf3XN3d9NA42GPDjSHDFeEhLkoSiquia1iL5LOj39ZtVl8HwwBCyBn3GKGsBo6ydi7fqCkIIfPoawhzEKkmoSA2hUALoOGlAkmQUNR5dDxH0lzbdM37vqQERslqzJI3my/2JEILKM8UIIUjJykLq5QeQvkRWFCRZjmYvqyajuo/B8KPs1EmKj0YSVVWTmRMH9jFu1pyoFVdFSXFMVE3ZqRMxQjYYCHDmWBESEpkjC3pVOAohYpK5ALRQqNViKJIsx4QZADGFFQwMOoMhZFtB1wUb99WgC8Hs8S5UZejcyM8FNEoIExm9DAqBKkGk1IQMzOj0fiRJRTUnEQ5WczaY0mLL6O3udorCybPZvf5d3LWVAExffMWACDAhBB+98gJFeyKOB3njJnDBZ64bMmJQkiTMFitC6ERioI3frsHQRwjBga2bOHPsKPFJSTHVsUwWC44EF1WlZ6LrLFZbk4x9CXMTpxAtHGbLmnfxNXjLFh8rYvbFy5Dl3quI1fRhEkBu4x4qSRIpWTnUlJeh6xpxrsQ2k8YMDNrCELLNEELw5V/u4p1N5QCcPzWJv9w/DUUeGjfywYQmNA4HjiCA0ZZCFKm3LpRNYiABjxA4pAuRyEKS4jq9F0mSyBhxHVWl76NpHuITZ2KxDYz5vtUex9X/9SAlxw9ij3ORkjkwiVo1FeVREQtwfP9eqkrODNqiBEKIqPG5ajJFY+SkXvuuGRgMPMf27eHgti1AJMErZ/TYRkstSQJEzG80fUQe7toaKkuKsdjsjJ7aaLlVX1MdFbEQCVHw1NYRl9hxNa/OIEkSdmccPo+7oWy3td2ytCazud+SQQ2GJ8ZwRTMOnfJERSzARzuq2F1UN4A9GproQufJyqf5R+VTPFn5FH+r+Ce66B2vQIVMFDKbLI9FlsZGRayuuwn4PiXg24TowGLMZHaRmn0Fdsdo/N4zBHyNoQZa2MfJQy9xaPsfKD2xts8Nts0WGyPGTB0wEQu0OoLZ3drsuq5x6sghinbvxF1T08OetY7P48ZbX4fPXY+nrnZYmqBXVVVx8803Ex8fj8vl4q677sLt7rg63/r167noootwOBzEx8ezaNEifD5fP/TYoLepq6qMClchRMzvSQuHyR09ljFTG2ejZFlm9NTpzF12GdMXXYjd2fiA39wVQJIkzLaujYIKXcddW0N9TXVMcuVZFFXFmeAizpXYbRcCA4POYozINsNiannTtpqN0Z2uUhIq5VDgcHS5KHiU4tAZcszZPd63JCnY5SvQOAOoKKRHXxMigLfu3wgRuWGHgwexx9/Ybpxn6YmX8dYfAiTqKjeTM+ouzNZkTh15g7rKfYDA6y6hpqIIZ0I+GXkLUNThGccVn5TMuJnnsX/LJgBGT5tBYlp6B1u1zv7Nmyg7dQIkiZOHDzLrootxxCf0Wl91XSccbCwLrGsa4VBo2CWK3HzzzZw5c4Z3332XUCjEnXfeyT333MPTTz/d5jbr169n+fLlPPDAAzz22GOoqsqOHTuMUIshSmp2Dsf37436pLpSUhg3aw5aKITFbu9S6I/N4WT8rNkc3rkDJIkx02ZEQhE6iRCC0pMn8Hs9ANRWVpA1stD4bhkMGIaQbUZehp3/ujqf3790DIA7Ls1lTG5L79OhREmoltPBaibasrHK/WMOb2nF2sss9aJnq6Sg0nI6SguXIoQ3uqzrVeh6DYrSuoeiEKJBxAIIhNDwuo9gtibjcxcDAl0XBP1hgv6j1FUdo66qiLikMVSd2YMtLo2RE1agmobHqIMkScxdfjkT5swHIYhLTOp2fGz56ZOR/wgRSSArOdOrQra1Xg2VWN7Osm/fPlatWsWmTZuYNStScvixxx5jxYoVPProo2RltR7y8Y1vfIOvfvWr3H///dF1Y8f2j2OJQe+TNbKQmRddTOnJ48S5kiicPAVZVrr90JaZX9DpwgfNCYdCURELEA4GCXi92JzObu3PwKCnGEK2Ff77hkJuX56DrkN6Utsjb6eqQ7y9p56sBBPLJzkH5U301Zpt3HXsL2jojDSnsGr0t0g1dT6OtLskq8ksibuA1fVrAbjAeT5ppu4XC+gsstz83BRkqe3iApIkoZoSCIfqOJvwZTJHRG9c4miqSjaha02nqwW1lUepKi0CoL7mFFo4yLiZN/biWXTM5tVv8uk7r2C2WLnkps+TP653K3jFt2Oe3hm87npkRY1xX7A5evdGJ8kyFrudgDfy4GIyW1DU4XVJW79+PS6XKypiAZYuXYosy2zYsIGrr766xTZlZWVs2LCBm2++mfnz53PkyBHGjRvHT37yExYuXNjmsQKBAIFAoxVSXZ0RUjWYyC4YRXbBqIHuRqsjr50paWtg0FcYcwFtkOqytCtiT1QFWfzzIu5/oZTb/nqKH7xS2mbbgeT7p1+IlqY9Hqzk75UftdlWEzp/q1jF3ccf5Sdn/kWd5mmzbWdYEn8h38/8Dt/P/A6XJCylTqths2c9e3w7ei1etjmykojVvhRJciLJ8dicK5Dk9uO/MvKvxWxNR1GdJKUvxh4XKVmbmX8J6SMuJC6xaZGEhmpg0VAFQX31iT45l7Y4c+wIH7z8NAGvh/rqSl79068Jh4Idb9hPBAN+Nr27iqDfF41ZHTFmHClZLcNKggE/AX/34zYtVhtxrkScrkRszsH5MNkTSkpKSEuLtYNTVZWkpCRKSkpa3aaoKPKQ9dBDD3H33XezatUqZsyYwZIlSzh06FCr2wA8/PDDJCQkRP9yc3N770QMhg2KqsYUWHClpBpxsAYDyvAavuhHXt1ejzvQKMb+9kkNP145MNZNvcUbtZ/yTPVqAE4GywgLjQezbu/RPu1yZDS0Xqvjn5V/JCiCCATHA0WscLUcTeoNTJbxmCydL79rsaaRO/rOFutlWSEt53zScs6n7OQGSk6sx2R2EJ88nmN732xoJeFK7d9RkrrqipjlUDBAwOdtNzO4Lyk5cYy6qirScnJxpaRSW1FBqCF29aw/ZEb+yBYi88yxIkpPRh4CktIzyG2Sid0e4VCI+upqdF3DHheHzeFsNcxgMHP//ffzyCOPtNtm37593dq33mB79IUvfIE774x8r6dPn87q1av561//ysMPP9zqdg888AD33ddYUKOurs4QswatEudKxJngAoZfOI/B0MMQst0kxamgN8w4SxIkOwbf1IoudB7KWskXjv8dDZ1ccxK3J7c9tXg0cAYZGR0dHcGRQHGv9aUocIiAaJy23B/YzTJxZS9acvUtablzSMudE102me1UlezDFpdGzqgL+rUvuaMnYHPG4W+wt8kZNQ57XO/FnnaFwzu3s/vTTwDYt+lTFly+EpszNrxDUdUWySRBvz8qYgGqSktIzszC0azkZnOEENRUlEczpeurq1FVEybL0Eq+++Y3v8kdd9zRbpuCggIyMjIoKyuLWR8Oh6mqqiIjo/UH58zMiKPHhAmxlZzGjx/PiRNtzx5YLBYsQ+x9NBg4DAFrMFgwhGw3uXZmAh8e9PD8ljqSHQp/uK3n2fi9yV8rPubrJ/+Nhs5/p1/C5QlTmGTLxtZKEtZZZjrG8Ebdp8hICARzHB2Pagoh+MSzmW3ePaSrKVzhWoqtlan8OCVW3FglG/IQjmxJy5lBWk7niy/0JnZnHLd8+3/Yu/FjzBYrk+dfMGA3lWP798Qsnzp0gGmLLmTC7HkU7dmJoqiMnTGrRexqazZZTQ3U2+JsjfamhMOhISdkU1NTSU3tOGZ83rx51NTUsGXLFmbOnAnAmjVr0HWdOXPmtLpNfn4+WVlZHDhwIGb9wYMHufTSS3veeQMDA4NBhCFku4mqSPzulmx+e2MWijy4nk5LQrV86cRT6A3JSw+XvMX1iee1K2IBFjgmcWPiEnb6jjDVVsgtyRd3eKwNnu08XfUKAPs4TK1Wz92pLROfRppHM9M+j+3eTdhkG5cmXD2o3rOhRnxiMnOXXTXQ3cDmcOKpjfi3CsDakNCVNbKArJFtZ0WbrVYS09KpLovEljsTXNRWlFN+6iSu1LQ2Lb9kWUY1m2Nst4ZzScvx48ezfPly7r77bp544glCoRD33nsvN9xwQ9Sx4PTp0yxZsoQnn3yS2bNnI0kS3/rWt3jwwQeZOnUq06ZN4x//+Af79+/n+eefH+AzMjAwMOhdDCHbAboukKS2haqqdCzGhBD8fGeY54+FmeCS+dVcM0mWvhNxlWFPVMSepSLcsYH6Xyrf4umqNQAcC5ZxWcI8Uk3tT1mvqv0AISLhFQD7/IdbbSdJEovjlrI4bmknzuDcpGjPZta/9Qy6rjHn4msZM73tMJDmCCEG5MFg2vkXsOGdN6mvriYtN49RU6Z1ajtJkiIJYJlZCCEoP32KypJIic36mmoU1UR8UuvOCa6UVLz1dei6js3hQDX1j6XcQPHUU09x7733smTJEmRZ5pprruG3v/1t9PVQKMSBAwfwehtt577+9a/j9/v5xje+QVVVFVOnTuXdd9+lsLBwIE7BwMDAoM8whGwbCCF49D/H+OMbp7BbFX75xbEsmZ7crX39/ZDG/ZsjNkTbKjXqQwFeXNp39aTHWTOY7yhknecIABOsmcx2jOxgK/hP9YfR/9dpXta6d/DZxEXtbuMRvgaPbgFI2JWBzV7VdQ9Cr0NWkpGa+dZq4ToCvkPIshWLfXy7RRL6G5+7jjXP/xGhR6bNP3jl72TkjSE+Ka3d7YQQvP/802xa/RZWu4MrP38vIyf0rhVXezjiE7jo2u5Zj0mSFPWVPbYvNkTBU1/bppCVZTmaaHIukJSU1G7xg/z8/FZDNe6///4YH1kDAwOD4cjguZMPMj7dV8vjr54kpAnqPGG+/Ng+AqHuWUZtrdRRGwbLNAGbKyIG8YfqQhx3h3vc1/3eSlZVFVEbjiRTKZLMqtFf5895t/OHEbfy0djvdKoQgkO2RrO/BYJ4uWNROtU6viHpLRJXuzz+gm6fR0/RwifwuZ/E730Br/uf6Hpt42uam+qyf+Gp+5D6mneoq35rwPrZGl53bVTEAiAEnrrqDrc7sns7G955HV3T8NbX8dITv45mrQ8lmid5dZT0ZWBgYGBgAMaIbJuU1TTG4AnAH9TxBbRWS9i2x4l6wf5KibCIVCKSgKWZErd8UsXTxyL+md+bFMf/TOte1vnfSnZx18G3EECGycGmGbeRY4nDKpu4LXletJ0udE6GqkhWnDiV1keDH8i4kR+eeRKvHuB852SWxHeczHR98uUkqHEUh8qYbBvLfOfAJEABBP3rgQYxKPyEAtux2BY3vHYU0cQ1Ieg7iBDLkKTB8RNITM0kMS2L6vIzSIAjIZmUrPwOt/M0qbkOEPB50UIh5CGW/JQ7dhwlx44S8PtJTE0lPql7sx8GBucqQtfx1NcTDgVRVBVHfDyyPDRcYQwMesLguIsPQhZNTiTNZaa8JogALp6RjMvZtVi8sC5Y8qrO8XoZWVKRZJ0vTZJZma+zZHWjCfxPdtfzX2OcZNtjLzqaEPzy6CE+ra7i/KQUvppfiNwsDvL7xz6KRsOWh7z8pWQnD+YtiGlTr/m44ehj7PKdxCqZ+EPeXVwYN7FFf89zjOWVwh8RECHsHRQROItJUrnCtaRTbfuetmNEZSW2qpQkWYDBc5GXFZUrPnc/+7d8hNA1xs44v1NJTIVTpmNzxuHzuEEIxs+aN+Qy+AFU1UTOqDG9us+z0+1GUqHBuYDf540WRtHCYTx1dTgTXMb332DYYwjZNkiMM/HGT2bwxoZy4mwqV87rennVEi8Una3yKBSErrAwVUKRQy3aaq3EuP308H4ePBQxRX+xtBhNCL5ZMDqmjVVWkIiMGgvA3Iov69NV69jjOwVAQIT43unnWDfuh632WZEU7P3o7erV6zkS2I2KidHWqahS9xN3zNZ5+L2vAxqSZMNkmd74miUfm3MWPvc2ZNlKXNLyDi/wQuhUntmI31tGnGsUCSkT2m3fE8pOHWbXureQFZVp51+Bzdm5qXVngovP/b+H2b9lAzZnHBNnz++zPg4ldF2P2nRJkoSsKMYN3WBY0zykKOD3E/AWx1ThMjAYjhhCth1SE8zccUn3/WHTbZBphzIf6AIUCaYmSxQmmLkk08I7ZyJT3XePsjPC0fKjWFNZHuM9sKayrIWQfWzUUq7Z+zJ+XWOiI4X/yprWYj8loZqoi4EA/PrAlTMtDRVTEjpNuimLRCWJ12v+hl94AcHx4H6Wxd/c7YuuouZid96BLuqQ5cSYZC9JknAmnI8z4fxO76/k+BoqitcBEtVl2xnBtb0uZgM+D3s3vM2eje81OA9ERO1n/uunnbaVik9KZvbFK7p03NqqSipOnyI1J5f4xNaTqoYqzb1mhRAD5upgYNBfmC0WQoFA9LseCvgJBQI4fT6sdnub2xm/DYOhjiFk+xCTIvHulTIPrNepD8E3p8mMTYxcMN68MIVPK4JYFImZSa2PQs52JfFhVQU6kUnz2a6WgmNFUiElc++lNOihwOZCbSUT/xP34RiLrLmO3p3CbcqxwEkOBY6SY85ivDW2dGtR4CCv1z4XXZ5jn4dfeKLLZeGTePV6HErXEn2E0IE6wIYk21DoHeeEuqqzhvIRR4b6msO9KmR1XWfNf35NVfnphnMAISDo9+CprcSVmtVrx2rKyUMHeOkP/4euaSiqyjVf+hpZIwfeluls1S5PbQ2q2YLZYsFksfTO9GgrMx4GBsMJk9mCzeGkurwMXQsTDp2d+Wv9u69pGjVlpYSCQVSTmcS0tBaFSwwMhgLGt7aPGZ8o8fKKllP1iiyxIK39EbcfjR6PJgQfVVVwYXIq3y0c22q7BNVCgtr2vk6HqgkIHVmAhExaB96w3WWf7xBPVPwTiLgeXJ94JQuc50Vf3+PbFtP+ZPB4zLKCiqUTTglNESKIrr0GlAMysnwxktyx1VhnsDnSCfqrOBu4YbW3b4XVVbz1VdRUnEZqeqORJKw2J05XSrvbauEwQtdRze0XuWiNzWvejU5D6prG1rWrB4WQra0o58zRIgAkWYqK16T0DNJyRnR6P5IU2bapJZUkGwYtBsMfi82G2WLBXRvJwbDa7VhsrY/GumuqCTUUFgmHgtRXV+PqRLU5A4PBhiFkBzEWReHR8T33BL3WdR6/r1iDhIxAcFnCtJ53rhU2ebcDERELsM69OUbI2mUHUoNNl4REnJLEBPMkdvg+RsXEfOeKLsfICrGfiIgF0NH1D1F6SchmFVwWCcXwlBCXOIbkzNm9st+zWO1xqCYz4VAIRdHRdEF2wURmXngtqqltgbpr3fusef4f6LrOeUsuY+EV10df2/juKj569UXMViuX33kPIydMarG9ajZH46pBavdY/YmnriGgvNnga3V5GfGJyciqirmTiWyyokSErBBIsmxMnRqcMySmpeNMcCGEjtlqa/O737zUs65rrbYzMBjsGEL2HODBrKsZZ8uiKFDGsvgpzOpEcYTukNAkJEBGwqXGjvzOdVxAebiUsvAZktU0FjgvwqnEM8HWE4HYPBYyCNoxZDmvx+JFNdnIG3ttj/bR/v4tLLrqv9i85t9o4SCT5l1GwcR57W7j89Sz+rm/ReM+N77zGgUTp5NVMIbio0Ws+tffAPDU1/Hv3/wv//3Yn1qM2i5YcQVnjh7BW1+PIz6eucsv67Nz7ApWh4Paygog1mnAbLFScuIYAInpGaiqSl1VJQBOVyJIErIkY3M4kBUlur0hXg3ORSRJwmxt3XVG13V87nokScbqcBLwNbrn2J1x/dVFA4NexRCy/cDOSkFRHSzMgBRb/99cZUnmxqT2BVJ3qdPc+PUAqWoSl8Qv5nSwhIOBIrJM6VzrihVIDsXJDUl3oQkNpZecESRpLII9CFGPFhZACF17E1mZhMncflWywUD6iLFcdscPgEisrxB6uxXHgn5/QzKTQI9UouDNJ//AbQ/8hJry0saGQhD0+/F53MSZY2Ork9Iz+dwP/gdPTS1Ol6tP4+LCoRDu2hqsdjtWu6PdtknpGWjhMPXV1Qh0wsEgJrM5RpDWlJVG7cVkRUELRwqKaERi/uITE/vsXAwMhjJC1zl95FBUvDpdLpIyMgkF/JjMljbFr4HBYMcQsn3Mn/fqfOGDiOBItsKGa2RGxg/MSJFb81OjecgyJSL3QnnW1XXrebrqdQSCKbaxfCXtFr6UdnuH2/WWiAWQJDuych1aeAOwK7pe13YjxAKkfrQS6wn7t6xl8+rnEUIw66JrGH/eRa22i09KIX/CVA7vaIw3ri4r4eDWDYycOA2bw4nf5wUhyC4cFRmxbAVVNZGQ0n4cbk8J+Hxs+3ANQb8fJInxM2eTmp3TZntJkkjLySUtJxeICPv6mhqqSs7EtDmLLCsxGde6FjYysA0M2sDrcceMwLprakjOyIqWiTYwGKqc8xkQZVV+Nu2ppN7T0tu1N/jR5saEk5oA/HXfwGRPr67bzXn7v8uigz/k2qJf49ECHW/UDiE9xDNVb0TjYXf6DrDDe6CDrbqGJoIUB7dyKriRoO5ps50kmZHkzGZrzQyVr7e7tpINbz+DFg6ha2E2vvtv6qvLW20rSRJXfO5ryK0kLzniE7j7hw9z/hVXs+S6m7jlW98fUFFXfKyIYKDheyYER/fuan+DZkiSjDPBhdnamADoSktHNUXiqHUttryzoqqGiDUwaIPWrhmtrTMwGGqc0yOyH28r54v/s4lQWJAYb+bZR+aTn9X+9GdXsavEFCyw9eAdF0LwSW0JHi3EBYnZWLpQfvD7xf8mKCI3/h2+YzxXvZ47Uy7odl90BDqxBtxhwm207jpC6Oz2/QePXgpIlIS2M81+O6rUerKPLBcgK2PRtQOACdV8cb+LGi0c5NSRjWihAJkjZ2JzuDq1nd9b3+q6uMTWM4hVk4kLrrmZNf+JOERk5BUwZsYcAFypaVzwmeu6dwLdpLKkmJ3rPkYLhRg9bQZ5Y8cDDaOnTZ/buvF5yLJMZv5IQoEAsqqgqiacCQn43G4AVHPEO1NW5A5DFwwMzmWsdgfxScnR+PKUzCzDbstgWHBOf4t//dQBwlrkTlvnDvGPV4/y4BdbZnn3hN8tkln5lo4nDFOT4cuTui+u/uvAB/yheC8A58Wl8uGMq7EqnfsIAyIU1RQSEn7RsxFoi2xmRcJi3qz9AIARpkym2sa12lZv8EjtSjiDX9Q2iFgAQVC4qdeKSVRbT1STJBmTeQlCLAbkduNMu4vPU87Rva8SCtSTPmIuGSPmRl8TQrBl7V+oLj0CksTx/R+y4PJvY7Z2LK6S0nJJzhhBZcmJyHJ6LkkZ7dtNzbxwOYWTZ+D3uEnNGYHSye9Bb6OFw2x67+2oZ+WudR/hSkklITmFrJEFlJ08gd/rQZJlCidN7dYxmievyLISMx1qMWL7DAw65GzoTnJGJkgSijI0wq4MDDrinBOyBw5VsX5TMQV5LuRmI0R9MctyUY7EmTtkKvyQ66TFMTtLWdAbFbEAm+rLea/6FJen5Hdq+6+lXcoPz7wAQIoax2dcPbeSujZxGbPsk/DoPsZY8zFJLb9OO7zbebvuTXR0FjoXsdDZuQQsk2RrsAtrHPW1SB1n1Uqt9KG3OLjtX/i9EV/Z4/tfx+ZIJSE54r8a9NdHRCxEEq0CHqpKD5GRN63D/cqKwrJb/ptjezchgJETZnVKmLpS0iCld71tu0ow4G9ivB7BXVdLQnIKZouVWRddjLe+HnODv6WBgcHAYozCGgw3uiXdHn/8cfLz87FarcyZM4eNGze22/4///kP48aNw2q1MnnyZN58881udban7Nxdzs2ff4Pf/H4rX/3OGiZmWbCYIm9BUoKZO68q6JPjOkwSeXFSt0UsgFlSWnxYNrnzF6TbkxfzRuF3+NOIu3ln9HdJ76WiCPmWbCbaRrUqYr26lzfrXiNMGB2dD91rKQ2VdGq/qmRlhLmxnKyEgt6LoQtdRQgdv7eSpnPlPndZ9P+q2YaixtpcWR2dz6A3mS2MnDibgomzMZmHzgij1e4gITkSAiFJEiazhT2fruODF/9DdXkZsqLgdLkMEWtgYGBg0Cd0Wcj++9//5r777uPBBx9k69atTJ06lWXLllFWVtZq+3Xr1nHjjTdy1113sW3bNlauXMnKlSvZvXt3jzvfVd58tygSq9qgRTauO8HavyzhhV8s5J0nLiAnve161AONy2Th0VELol7xN6WP5sLE7C7tY7wtmyXxk4lX+uc8/bo/mgx2Fm87SVvNqddOc9YdX6BzMvhpb3Yvsl+hRcvDtockycQnFUb6I0kNy40PPopiYtqi27HaXagmG2OmX44rJa/T/dj96ds8+6uv8eyvvsaeDW9351QGBEmSmLv8MsbOOI+MvJENcbGCgN/Hzo8/7JNj6pqGp7YWd20NmmaYuBsYGBicy0hCdK0I+Zw5czjvvPP4v//7PyBisJybm8tXvvIV7r///hbtr7/+ejweD6+//np03dy5c5k2bRpPPPFEp45ZV1dHQkICtbW1xMfHd7xBG/zln7v4vz9uQwiQZYmpk1L52++Wd3t/A0FF0IdPD5NrHfzm1UIInq76J8dDxwBIVpL5XMo9mDpZvWu/7zWqtMNERkElEpUCxtuu6rX+1VV9Sm3lx5F9p16E0zW93fZaOMCZYx8TCtaTkjWDOFfny6a224/qMl754w9i1q2858dtJnsNVo7t28vBbZujy5IksfSGW3o16U4IQeWZ4mg4g6wopGRl91n2dW9de4Yi5/K5GxgYDCxduf506eofDAbZsmULS5cubdyBLLN06VLWr1/f6jbr16+PaQ+wbNmyNtv3JTdfN54LFuYiyxJ5ufE8dP/8fu9DT0kx24aEiIWIkLk+6SauTFjJivgruD35rk6LWIBc81wUItP1CiZyzXM72KLzhAIV1FZ+COiARnX5u2jhlu4BTVFUCzmjljBywspeE7EAIb+vxbpgwNtr++8v0nNHoJgaP9/sUaN73TkiHArFxOTqmkYo2DMrOQMDAwODoUuXor4rKirQNI309PSY9enp6ezfv7/VbUpKSlptX1LSdqxkIBAgEGi8OdWdrcHeQ6wWlV89fKFhmt6PqJLKJNuUbm3rUFKZ6fg8Pr0Km5yIKvVe7KimtxSPmuZHUfv/ISExPYfU7ELKT0eSxdJyRpGYltvv/egpNqeT+ZdeQdmpE1hsdtJHdD60orPIrWRaD5Rjg4GBgYHBwDMo7wAPP/wwP/zhD/ts/4aIHTqokoU4pXmxg55jsWRiMqcRCkZiu83WHEzmvq101RayrHDxDV/n1OGdAOSMmjJkjcptTid54yb02f4VRcGVkkpddRUIgTMxMVogwcDAwMDg3KNLQjYlJQVFUSgtLY1ZX1paSkZGRqvbZGRkdKk9wAMPPMB9990XXa6rqyM3d+iNUBkMXiRZJS33Jnzug4CE3Tl2QB9wFNVE3riZA3b8oYTV4cDqMIofGBgYGBh0UciazWZmzpzJ6tWrWblyJRBJ9lq9ejX33ntvq9vMmzeP1atX8/Wvfz267t1332XevHltHsdisWAx7HoM+hhZNuOI790CGAYGw4WzecC9FdplYGBg0FnOXnc640fQ5dCC++67j9tvv51Zs2Yxe/Zsfv3rX+PxeLjzzjsBuO2228jOzubhhx8G4Gtf+xqLFy/mF7/4BZdddhnPPvssmzdv5o9//GNXD21gYGBg0E/U10eSH43ZMAMDg4Givr6ehIT2fe+7LGSvv/56ysvL+cEPfkBJSQnTpk1j1apV0YSuEydOxMT3zZ8/n6effprvf//7fPe732X06NG8/PLLTJpkjIQZGBgYDFaysrI4efIkcXFxwyqv4Gyo2smTJw1bsT7CeI/7h+H8PgshqK+vJysrq8O2XfaRHQgMP0MDA4OBwLj2DD+Mz7TvMd7j/sF4nyMMzdRoAwMDAwMDAwODcx5DyBoYGBgYGBgYGAxJDCFrYGBgYHDOYLFYePDBBw1nnD7EeI/7B+N9jmDEyBoYGBi0gXHtMTAwMBjcGCOyBgYGBgYGBgYGQ5JBWaK2OYYxt4GBwUDQFVNuAwMDA4P+Z0gIWcOY28DAYCDpjCm3gYGBgUH/MyRiZHVdp7i4uEvG3MPNKNg4n8HPcDun4XY+0PVzamrK3bTQi4GBgYHBIEEMU2prawUgamtrB7orvYJxPoOf4XZOw+18hBie52TQPpWVleKmm24ScXFxIiEhQXzuc58T9fX17W6zePFiAcT8feELX+inHg8N/u///k/k5eUJi8UiZs+eLTZs2NBu++eee06MHTtWWCwWMWnSJPHGG2/0U0+HNl15n//2t7+1+N5aLJZ+7O3AYAwxGBgYGBgMW26++Wb27NnDu+++y+uvv86HH37IPffc0+F2d999N2fOnIn+/fznP++H3g4N/v3vf3Pffffx4IMPsnXrVqZOncqyZcsoKytrtf26deu48cYbueuuu9i2bRsrV65k5cqV7N69u597PrTo6vsMEB8fH/O9PX78eD/2eIAYaCXdVwy3kRfjfAY/w+2chtv5CDE8z8mgbfbu3SsAsWnTpui6t956S0iSJE6fPt3mdosXLxZf+9rX+qGHQ5PZs2eLL3/5y9FlTdNEVlaWePjhh1ttf91114nLLrssZt2cOXOMUe4O6Or7/Le//U0kJCT0U+8GD8N2RHa4GQUb5zP4GW7nNNzOB4bnORm0zfr163G5XMyaNSu6bunSpciyzIYNG9rd9qmnniIlJYVJkybxwAMP4PV6+7q7Q4JgMMiWLVtYunRpdJ0syyxdupT169e3us369etj2gMsW7aszfYG3XufAdxuN3l5eeTm5nLVVVexZ8+e/ujugDIkXAu6g8Vi4aGHHhrobvQaxvkMfobbOQ2384HheU4GbVNSUkJaWlrMOlVVSUpKoqSkpM3tbrrpJvLy8sjKymLnzp185zvf4cCBA7z44ot93eVBT0VFBZqmkZ6eHrM+PT2d/fv3t7pNSUlJq+3b+wzOdbrzPo8dO5a//vWvTJkyhdraWh599FHmz5/Pnj17yMnJ6Y9uDwjDVsgaGBgYGAxP7r//fh555JF22+zbt6/b+28aQzt58mQyMzNZsmQJR44cobCwsNv7NTDoS+bNm8e8efOiy/Pnz2f8+PH84Q9/4Mc//vEA9qxvMYSsgYGBgcGQ4pvf/CZ33HFHu20KCgrIyMhokRgTDoepqqoiIyOj08ebM2cOAIcPHz7nhWxKSgqKolBaWhqzvrS0tM33NCMjo0vtDbr3PjfHZDIxffp0Dh8+3BddHDQM2xhZAwMDA4PhSWpqKuPGjWv3z2w2M2/ePGpqatiyZUt02zVr1qDrelScdobt27cDkJmZ2dunMuQwm83MnDmT1atXR9fpus7q1atjRgObMm/evJj2AO+++26b7Q269z43R9M0du3aNfy/twOdbWZgYGBgYNBXLF++XEyfPl1s2LBBfPzxx2L06NHixhtvjL5+6tQpMXbs2Kg/5+HDh8WPfvQjsXnzZnH06FHxyiuviIKCArFo0aKBOoVBx7PPPissFov4+9//Lvbu3Svuuece4XK5RElJiRBCiFtvvVXcf//90faffPKJUFVVPProo2Lfvn3iwQcfFCaTSezatWugTmFI0NX3+Yc//KF4++23xZEjR8SWLVvEDTfcIKxWq9izZ89AnUK/MGSF7HA0Y+7KOf3xj38UCxcuFC6XS7hcLrFkyZIO34P+pquf0VmeeeYZAYirrrqqbzvYDbp6TtXV1eJLX/qSyMjIEGazWYwePXpQffe6ej6/+tWvxJgxY4TVahU5OTni61//uvD5fP3U2/b54IMPxOWXXy4yMzMFIF566aUOt3n//ffF9OnThdlsFoWFheJvf/tbn/fToH+prKwUN954o3A6nSI+Pl7ceeedMQURjh49KgDx/vvvCyGEOHHihFi0aJFISkoSFotFjBo1SnzrW98yLNua8dhjj4kRI0YIs9ksZs+eLT799NPoa4sXLxa33357TPvnnntOjBkzRpjNZjFx4sRBdR0czHTlff76178ebZueni5WrFghtm7dOgC97l+GpJB99tlnhdlsFn/961/Fnj17xN133y1cLpcoLS1ttf0nn3wiFEURP//5z8XevXvF97///UH3NNjVc7rpppvE448/LrZt2yb27dsn7rjjDpGQkCBOnTrVzz1vna6ez1mOHj0qsrOzxfnnnz/ohGxXzykQCIhZs2aJFStWiI8//lgcPXpUrF27Vmzfvr2fe946XT2fp556SlgsFvHUU0+Jo0ePirfffltkZmaKb3zjG/3c89Z58803xfe+9z3x4osvdkrIFhUVCbvdLu677z6xd+9e8dhjjwlFUcSqVav6p8MGBgYGBj1mSArZ4WjG3NVzak44HBZxcXHiH//4R191sUt053zC4bCYP3+++POf/yxuv/32QSdku3pOv//970VBQYEIBoP91cUu0dXz+fKXvywuuuiimHX33XefWLBgQZ/2szt0Rsh++9vfFhMnToxZd/3114tly5b1Yc8MDAwMDHqTIZfsNRzNmLtrfNwUr9dLKBQiKSmpr7rZabp7Pj/60Y9IS0vjrrvu6o9udonunNOrr77KvHnz+PKXv0x6ejqTJk3ipz/9KZqm9Ve326Q75zN//ny2bNnCxo0bASgqKuLNN99kxYoV/dLn3mawXxcMDAwMDDpmyNlvDUcz5u6cU3O+853vkJWV1eLGPBB053w+/vhj/vKXv0Szgwcb3TmnoqIi1qxZw80338ybb77J4cOH+dKXvkQoFOLBBx/sj263SXfO56abbqKiooKFCxcihCAcDvPFL36R7373u/3R5V6nretCXV0dPp8Pm802QD0zMDAwMOgsQ25E1qAlP/vZz3j22Wd56aWXsFqtA92dLlNfX8+tt97Kn/70J1JSUga6O72GruukpaXxxz/+kZkzZ3L99dfzve99jyeeeGKgu9Yt1q5dy09/+lN+97vfsXXrVl588UXeeOONYW20bWBgYGAwuBlyI7LD0Yy5J8bHjz76KD/72c947733mDJlSl92s9N09XyOHDnCsWPHuOKKK6LrdF0HIuUkDxw4MOAm5N35jDIzMzGZTCiKEl03fvx4SkpKCAaDmM3mPu1ze3TnfP7f//t/3HrrrXz+858HIhWPPB4P99xzD9/73veQ5aH1XNzWdSE+Pt4YjTUwMDAYIgytOw/D04y5u8bHP//5z/nxj3/MqlWrmDVrVn90tVN09XzGjRvHrl272L59e/Tvyiuv5MILL2T79u3k5ub2Z/dbpTuf0YIFCzh8+HBUlAMcPHiQzMzMARWx0L3z8Xq9LcTqWZEuhOi7zvYRg/26YGBgYGDQCQY626w7DEcz5q6e089+9jNhNpvF888/L86cORP9a+qPOJB09XyaMxhdC7p6TidOnBBxcXHi3nvvFQcOHBCvv/66SEtLE//zP/8zUKcQQ1fP58EHHxRxcXHimWeeEUVFReKdd94RhYWF4rrrrhuoU4ihvr5ebNu2TWzbtk0A4pe//KXYtm2bOH78uBBCiPvvv1/ceuut0fZn7be+9a1viX379onHH3/csN8yMDAwGGIMSSErxPA0Y+7KOeXl5Qmgxd+DDz7Y/x1vg65+Rk0ZjEJWiK6f07p168ScOXOExWIRBQUF4ic/+YkIh8P93Ou26cr5hEIh8dBDD4nCwkJhtVpFbm6u+NKXviSqq6v7v+Ot8P7777f6mzh7DrfffrtYvHhxi22mTZsmzGazKCgoMAoiGBgYGAwxJCGG4JyggYGBgYGBgYHBOc+Qi5E1MDAwMDAwMDAwAEPIGhgYGBgYGBgYDFEMIWtgYGBgYGBgYDAkMYSsgYGBgYGBgYHBkMQQsgYGBgYGBgYGBkMSQ8gaGBgYGBgYGBgMSQwha2BgYGBgYGBgMCQxhKyBgYGBgYGBgcGQxBCyBgYGBgYGBgYGQxJDyBoYGBgYGBgYGAxJDCFrYGBgYGBgYGAwJDGErIGBgYGBgYGBwZDk/wOnHhJl/E23cgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 700x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# noisy l2 (Euclidean) distances\n",
    "d = pdist(x, metric='euclidean')\n",
    "# noise level\n",
    "alpha = 0.5\n",
    "noise = np.random.uniform(1-alpha, 1+alpha, size=len(d))\n",
    "d = d * noise\n",
    "d_square = squareform(d)\n",
    "\n",
    "y,evals = MDS_DIY(d_square,dim=2)\n",
    "\n",
    "# Create a figure with 1 row and 2 columns of subplots\n",
    "fig, axes = plt.subplots(1, 2, figsize=(7, 4))\n",
    "\n",
    "# Plot the first set of points on the first subplot\n",
    "axes[0].scatter(x[:, 0], x[:, 1], c=c, s=5)\n",
    "axes[0].set_aspect('equal', adjustable='box')\n",
    "axes[0].set_title(\"Original Points\")\n",
    "\n",
    "# Plot the second set of points on the second subplot\n",
    "axes[1].scatter(y[:, 0], y[:, 1], c=c, s=5)\n",
    "axes[1].set_aspect('equal', adjustable='box')\n",
    "axes[1].set_title(\"Aligned Points\")\n",
    "\n",
    "# Display the plots side by side\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90f213db",
   "metadata": {},
   "source": [
    "Plot the cumulated eigenvalues. What do you notice depending on the noise level on the distance matrix?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "71f661a5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_eigenvalue_decay(evals[:50])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "02bb9afd",
   "metadata": {},
   "source": [
    "### Now use (possibly noisy) $\\ell^1$ Manhattan distances"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "45105ebc",
   "metadata": {},
   "source": [
    "First use sklearn's version **sklearn.manifold.MDS**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "2499033c",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# noisy l1 (Manhattan) distances\n",
    "# Other possibilities : ‘braycurtis’, ‘canberra’, ‘chebyshev’, ‘cityblock’, ‘correlation’, ‘cosine’, \n",
    "# ‘dice’, ‘euclidean’, ‘hamming’, ‘jaccard’, ‘jensenshannon’, ‘kulczynski1’, ‘mahalanobis’, ‘matching’, \n",
    "# ‘minkowski’, ‘rogerstanimoto’, ‘russellrao’, ‘seuclidean’, ‘sokalmichener’, ‘sokalsneath’, ‘sqeuclidean’, ‘yule’\n",
    "d_manhattan = pdist(x, metric='cityblock')\n",
    "alpha = 0.5  # noise level\n",
    "noise = np.random.uniform(1-alpha, 1+alpha, size=len(d_manhattan))\n",
    "d_manhattan = d_manhattan * noise\n",
    "d_manhattan_square = squareform(d_manhattan)\n",
    "\n",
    "mds = MDS(dissimilarity='precomputed',normalized_stress=False)\n",
    "y_man = mds.fit_transform(d_manhattan_square)\n",
    "\n",
    "# Create a figure with 1 row and 2 columns of subplots\n",
    "fig, axes = plt.subplots(1, 2, figsize=(8, 4))\n",
    "\n",
    "# Plot the first set of points on the first subplot\n",
    "axes[0].scatter(x[:, 0], x[:, 1], c=c, s=5)\n",
    "axes[0].set_aspect('equal', adjustable='box')\n",
    "axes[0].set_title(\"Original Points\")\n",
    "\n",
    "# Plot the second set of points on the second subplot\n",
    "axes[1].scatter(y_man[:, 0], y_man[:, 1], c=c, s=5)\n",
    "axes[1].set_aspect('equal', adjustable='box')\n",
    "axes[1].set_title(\"Aligned Points using $\\ell^1$ distance\")\n",
    "\n",
    "# Display the plots side by side\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "# The output is suspiciously faithful because sklearn.manifold.MDS actually uses a refined \n",
    "# algorithm called SMACOF : https://scikit-learn.org/1.5/modules/generated/sklearn.manifold.smacof.html"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b772df1",
   "metadata": {},
   "source": [
    "Now use your handmade version."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "07ed29c7",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# noisy l1 (Manhattan) distances\n",
    "d_manhattan = pdist(x, metric='cityblock')\n",
    "alpha = 0.5  # noise level\n",
    "noise = np.random.uniform(1-alpha, 1+alpha, size=len(d_manhattan))\n",
    "d_manhattan = d_manhattan * noise\n",
    "d_manhattan_square = squareform(d_manhattan)\n",
    "\n",
    "y_man, evals_man = MDS_DIY(d_manhattan_square,dim=2)\n",
    "\n",
    "# Create a figure with 1 row and 2 columns of subplots\n",
    "fig, axes = plt.subplots(1, 2, figsize=(7, 4))\n",
    "\n",
    "# Plot the first set of points on the first subplot\n",
    "axes[0].scatter(x[:, 0], x[:, 1], c=c, s=5)\n",
    "axes[0].set_aspect('equal', adjustable='box')\n",
    "axes[0].set_title(\"Original Points\")\n",
    "\n",
    "# Plot the second set of points on the second subplot\n",
    "axes[1].scatter(y_man[:, 0], y_man[:, 1], c=c, s=5)\n",
    "axes[1].set_aspect('equal', adjustable='box')\n",
    "axes[1].set_title(\"Aligned Points\")\n",
    "\n",
    "# Display the plots side by side\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b46a31a9",
   "metadata": {},
   "source": [
    "What do you notice when comparing your version and the native one from **sklearn**?"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f0518a35",
   "metadata": {},
   "source": [
    "## Testing on 3D toy data\n",
    "Apply Classical MDS on the following three-dimensional synthetic dataset called \"Swiss roll\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "a2e31265",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Dataset\n",
    "x_roll, c = datasets.make_swiss_roll(n_samples=500)\n",
    "\n",
    "# Apply MDS to reduce dimensions to 3D\n",
    "pick = random.sample(range(0,x_roll.shape[1],1),3)\n",
    "x = X_digits[:,pick]\n",
    "\n",
    "# Create a 3D scatter plot\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "\n",
    "# Scatter plot in 3D, color by digit class\n",
    "scatter = ax.scatter(x_roll[:, 0], x_roll[:, 1], x_roll[:, 2], c=c, s=50, alpha=0.7)\n",
    "\n",
    "# Add color bar (legend for digit classes)\n",
    "cb = fig.colorbar(scatter, ax=ax, ticks=range(10))\n",
    "cb.set_label('Hidden winding variable')\n",
    "\n",
    "# Add labels and title\n",
    "ax.set_title('Swiss roll dataset')\n",
    "\n",
    "# Show plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "e02f6299",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Here is the dataset loaded with a random vizualisation of it.\n",
    "\n",
    "pick = random.sample(range(0,x_roll.shape[1],1),2)\n",
    "y = x_roll[:,pick]\n",
    "\n",
    "# Create a figure with 1 row and 2 columns of subplots\n",
    "fig, axes = plt.subplots(1, 1, figsize=(7, 4))\n",
    "\n",
    "# Plot the MDS points\n",
    "axes.scatter(y[:, 0], y[:, 1], c=c, s=5)\n",
    "axes.set_aspect('equal', adjustable='box')\n",
    "axes.set_title(\"Aligned Points with Classical MDS\")\n",
    "\n",
    "# Display the plots side by side\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "d46115ed",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Dataset\n",
    "# l2 (Euclidean) distances\n",
    "d = pdist(x_roll, metric='euclidean')\n",
    "d_square = squareform(d)\n",
    "\n",
    "y,evals = MDS_DIY(d_square,dim=2)\n",
    "\n",
    "# Create a figure with 1 row and 2 columns of subplots\n",
    "fig, axes = plt.subplots(1, 1, figsize=(7, 4))\n",
    "\n",
    "# Plot the MDS points\n",
    "axes.scatter(y[:, 0], y[:, 1], c=c, s=5)\n",
    "axes.set_aspect('equal', adjustable='box')\n",
    "axes.set_title(\"Aligned Points with Classical MDS\")\n",
    "\n",
    "# Display the plots side by side\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f1982547",
   "metadata": {},
   "source": [
    "## Iris dataset\n",
    "Apply Classical MDS and its landmark version to the famous Iris dataset from UCI."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "0da25e45",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Here is the dataset loaded with a random vizualisation of it.\n",
    "from scipy.spatial import distance\n",
    "from sklearn.datasets import load_iris\n",
    "\n",
    "iris = load_iris()\n",
    "X_iris = iris.data\n",
    "y_iris = iris.target\n",
    "target_names_iris = iris.target_names\n",
    "\n",
    "pick = random.sample(range(0,X_iris.shape[1],1),2)\n",
    "x = X_iris[:,pick]\n",
    "\n",
    "plt.figure()\n",
    "colors = ['navy', 'turquoise', 'darkorange']\n",
    "\n",
    "for color, i, target_name in zip(colors, [0, 1, 2], target_names_iris):\n",
    "    plt.scatter(x[y_iris == i, 0], x[y_iris == i, 1], alpha=.8, color=color,label=target_names_iris[i])\n",
    "plt.legend(loc='best', shadow=False, scatterpoints=1)\n",
    "plt.title('Random 2D axis-aligned projection of IRIS dataset')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "f7495dbc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "D_iris = distance.cdist(X_iris, X_iris, 'euclidean')\n",
    "x2, evals = MDS_DIY(D_iris,dim=2)\n",
    "plt.figure()\n",
    "colors = ['navy', 'turquoise', 'darkorange']\n",
    "\n",
    "for color, i, target_name in zip(colors, [0, 1, 2], target_names_iris):\n",
    "    plt.scatter(x2[y_iris == i, 0], x2[y_iris == i, 1], alpha=.8, color=color,label=target_names_iris[i])\n",
    "plt.legend(loc='best', shadow=False, scatterpoints=1)\n",
    "plt.title('MDS of IRIS dataset')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "5d13e80f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lands = random.sample(range(0,X_iris.shape[0],1),10)\n",
    "lands = np.array(lands,dtype=int)\n",
    "Dl2 = distance.cdist(X_iris[lands,:], X_iris, 'euclidean')\n",
    "\n",
    "xl_2,evalsl_2 = landmark_MDS_DIY(Dl2,lands,2)\n",
    "\n",
    "plt.figure()\n",
    "for color, i, target_name in zip(colors, [0, 1, 2], target_names_iris):\n",
    "    plt.scatter(xl_2[y_iris == i, 0], xl_2[y_iris == i, 1], alpha=.8, color=color,label=target_names_iris[i])\n",
    "plt.legend(loc='best', shadow=False, scatterpoints=1)\n",
    "plt.title('Landmark MDS of IRIS dataset')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7cec4718",
   "metadata": {},
   "source": [
    "## Digits dataset\n",
    "### Time comparison\n",
    "On the **digits** dataset, compare the runtimes of classical MDS and its landmark version."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "8b2a750d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Load and returns the digits dataset (classification) \n",
    "# Each datapoint is a 8x8 image of a digit\n",
    "from sklearn.datasets import load_digits\n",
    "digits = load_digits() \n",
    "Xd = digits.data\n",
    "labels = digits.target\n",
    "images_and_labels = list(zip(digits.images, digits.target))\n",
    "for index, (image, label) in enumerate(images_and_labels[:10]):\n",
    "    plt.subplot(2, 5, index + 1)\n",
    "    plt.axis('off')\n",
    "    plt.imshow(image, cmap=plt.cm.gray_r, interpolation='nearest')\n",
    "    plt.title('Training: %i' % label)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "fa19f79c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 2.48 s, sys: 1.56 s, total: 4.04 s\n",
      "Wall time: 667 ms\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "D = distance.cdist(Xd, Xd, 'euclidean')\n",
    "x2 = MDS_DIY(D,dim=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "25ede370",
   "metadata": {},
   "outputs": [],
   "source": [
    "import random\n",
    "lands = random.sample(range(0,Xd.shape[0],1),10)\n",
    "lands = np.array(lands,dtype=int)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "687504f8",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 4.15 ms, sys: 5.04 ms, total: 9.19 ms\n",
      "Wall time: 1.4 ms\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "Dl2 = distance.cdist(Xd[lands,:], Xd, 'euclidean')\n",
    "xl_2 = landmark_MDS_DIY(Dl2,lands,dim=2)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "28012641",
   "metadata": {},
   "source": [
    "### Vizualisation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9314d0a7",
   "metadata": {},
   "source": [
    "Vizualise the **Digits** dataset with classes using MDS. Try dimension 2 and 3."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "375bbe0e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Here is the dataset loaded with a random vizualisation of it.\n",
    "\n",
    "# Extract features (X) and labels (y)\n",
    "X_digits = digits.data\n",
    "y_digits = digits.target\n",
    "\n",
    "# Randomly pick two axes and projecting onto them\n",
    "pick = random.sample(range(0,X_digits.shape[1],1),2)\n",
    "x = X_digits[:,pick]\n",
    "\n",
    "# Create a scatter plot of the MDS result\n",
    "plt.figure(figsize=(10, 8))\n",
    "\n",
    "# Create a color map based on the labels (digits 0-9)\n",
    "scatter = plt.scatter(x[:, 0], x[:, 1], c=y_digits, cmap='tab10', s=5, alpha=0.7)\n",
    "\n",
    "# Add color bar (legend for digit classes)\n",
    "plt.colorbar(scatter, ticks=range(10), label='Digit class')\n",
    "\n",
    "# Add labels and title\n",
    "plt.title('MDS projection of the Digits Dataset')\n",
    "plt.xlabel('MDS Component 1')\n",
    "plt.ylabel('MDS Component 2')\n",
    "\n",
    "# Show plot\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "67537477",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Apply MDS to reduce dimensions to 3D\n",
    "pick = random.sample(range(0,X_digits.shape[1],1),3)\n",
    "x = X_digits[:,pick]\n",
    "\n",
    "# Create a 3D scatter plot\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "\n",
    "# Scatter plot in 3D, color by digit class\n",
    "scatter = ax.scatter(x[:, 0], x[:, 1], x[:, 2], c=y_digits, cmap='tab10', s=50, alpha=0.7)\n",
    "\n",
    "# Add color bar (legend for digit classes)\n",
    "cb = fig.colorbar(scatter, ax=ax, ticks=range(10))\n",
    "cb.set_label('Digit class')\n",
    "\n",
    "# Add labels and title\n",
    "ax.set_title('Random projection of the Digits Dataset')\n",
    "ax.set_xlabel('Random Component 1')\n",
    "ax.set_ylabel('Random Component 2')\n",
    "ax.set_zlabel('Random Component 3')\n",
    "\n",
    "# Show plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "dfc54a8b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Extract features (X) and labels (y)\n",
    "X_digits = digits.data\n",
    "y_digits = digits.target\n",
    "\n",
    "# Apply MDS to reduce dimensions to 2D\n",
    "mds = MDS(n_components=2,normalized_stress = False)\n",
    "X_mds = mds.fit_transform(X_digits)\n",
    "\n",
    "# Create a scatter plot of the MDS result\n",
    "plt.figure(figsize=(10, 8))\n",
    "\n",
    "# Create a color map based on the labels (digits 0-9)\n",
    "scatter = plt.scatter(X_mds[:, 0], X_mds[:, 1], c=y_digits, cmap='tab10', s=5, alpha=0.7)\n",
    "\n",
    "# Add color bar (legend for digit classes)\n",
    "plt.colorbar(scatter, ticks=range(10), label='Digit class')\n",
    "\n",
    "# Add labels and title\n",
    "plt.title('MDS projection of the Digits Dataset')\n",
    "plt.xlabel('MDS Component 1')\n",
    "plt.ylabel('MDS Component 2')\n",
    "\n",
    "# Show plot\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "76436a3b",
   "metadata": {},
   "source": [
    "### Using sklearn 3D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "d8d9c621",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Apply MDS to reduce dimensions to 3D\n",
    "mds = MDS(n_components=3,normalized_stress = False)\n",
    "X_mds = mds.fit_transform(X_digits)\n",
    "\n",
    "# Create a 3D scatter plot\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "\n",
    "# Scatter plot in 3D, color by digit class\n",
    "scatter = ax.scatter(X_mds[:, 0], X_mds[:, 1], X_mds[:, 2], c=y_digits, cmap='tab10', s=50, alpha=0.7)\n",
    "\n",
    "# Add color bar (legend for digit classes)\n",
    "cb = fig.colorbar(scatter, ax=ax, ticks=range(10))\n",
    "cb.set_label('Digit class')\n",
    "\n",
    "# Add labels and title\n",
    "ax.set_title('3D MDS projection of the Digits Dataset')\n",
    "ax.set_xlabel('MDS Component 1')\n",
    "ax.set_ylabel('MDS Component 2')\n",
    "ax.set_zlabel('MDS Component 3')\n",
    "\n",
    "# Show plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be80844f",
   "metadata": {},
   "source": [
    "### Using homemade CS"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "509b4cdc",
   "metadata": {},
   "source": [
    "#### Projecting in 2D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "7ad55afb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "D_digit = pairwise_distances(X_digits)\n",
    "X_mds,evals = MDS_DIY(D_digit,dim=2) \n",
    "\n",
    "# Create a scatter plot of the MDS result\n",
    "plt.figure(figsize=(10, 8))\n",
    "\n",
    "# Create a color map based on the labels (digits 0-9)\n",
    "scatter = plt.scatter(X_mds[:, 0], X_mds[:, 1], c=y_digits, cmap='tab10', s=10, alpha=.7)\n",
    "\n",
    "# Add color bar (legend for digit classes)\n",
    "plt.colorbar(scatter, ticks=range(10), label='Digit class')\n",
    "\n",
    "# Add labels and title\n",
    "plt.title('MDS projection of the Digits Dataset')\n",
    "plt.xlabel('MDS Component 1')\n",
    "plt.ylabel('MDS Component 2')\n",
    "\n",
    "# Show plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "5d9b279d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_eigenvalue_decay(evals[:60])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0583491c",
   "metadata": {},
   "source": [
    "#### Projecting in 3D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "421c6a09",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "D_digit = pairwise_distances(X_digits)\n",
    "X_mds,evals = MDS_DIY(D_digit,dim=3)\n",
    "\n",
    "# Create a 3D scatter plot\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "\n",
    "# Scatter plot in 3D, color by digit class\n",
    "scatter = ax.scatter(X_mds[:, 0], X_mds[:, 1], X_mds[:, 2], c=y_digits, cmap='tab10', s=10, alpha=0.7)\n",
    "\n",
    "# Add color bar (legend for digit classes)\n",
    "cb = fig.colorbar(scatter, ax=ax, ticks=range(10))\n",
    "cb.set_label('Digit class')\n",
    "\n",
    "# Add labels and title\n",
    "ax.set_title('3D MDS projection of the Digits Dataset')\n",
    "ax.set_xlabel('MDS Component 1')\n",
    "ax.set_ylabel('MDS Component 2')\n",
    "ax.set_zlabel('MDS Component 3')\n",
    "\n",
    "# Show plot\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2cf130fd",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
