{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Calculating Smectic Order Parameters\n",
    "Systems with nematic order can exhibit more complex phases if positional order exists alongside orientational order. There are many different types of these phases, which are collectively known as smectic phases. The simplest smectic phase is called smectic A. In the smectic A phase, orientational order is nematic and positions are ordered into layers. This tutorial will focus on calculating the smectic order parameter for a smectic A phase."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The helper functions in the code block below will help us construct the systems we study in this notebook."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import freud\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import rowan\n",
    "\n",
    "\n",
    "def randomize_orientations(orientations, perturbation_magnitude):\n",
    "    randomized_orientations = []\n",
    "    for orientation in orientations:\n",
    "        phi = np.random.uniform(0, 2 * np.pi)\n",
    "        costheta = np.random.uniform(-1, 1)\n",
    "        theta = np.arccos(costheta)\n",
    "\n",
    "        perturbation = (\n",
    "            np.array(\n",
    "                [\n",
    "                    np.sin(theta) * np.cos(phi),\n",
    "                    np.sin(theta) * np.sin(phi),\n",
    "                    np.cos(theta),\n",
    "                ]\n",
    "            )\n",
    "            * perturbation_magnitude\n",
    "        )\n",
    "\n",
    "        new_orientation = orientation + perturbation\n",
    "        # Normalize the new orientation vector to maintain unit length\n",
    "        new_orientation /= np.linalg.norm(new_orientation)\n",
    "        randomized_orientations.append(new_orientation)\n",
    "    return np.array(randomized_orientations)\n",
    "\n",
    "\n",
    "def generate_smectic_a_positions(\n",
    "    num_particles, box_size, layer_thickness, particle_radius\n",
    "):\n",
    "    particles_per_layer = int(num_particles // (box_size / layer_thickness))\n",
    "    num_layers = int(num_particles / particles_per_layer)\n",
    "\n",
    "    positions = []\n",
    "\n",
    "    for layer in range(num_layers):\n",
    "        z = layer * layer_thickness + layer_thickness / 2\n",
    "        particles_in_layer = 0\n",
    "\n",
    "        while particles_in_layer < particles_per_layer:\n",
    "            x = np.random.uniform(particle_radius, box_size - particle_radius)\n",
    "            y = np.random.uniform(particle_radius, box_size - particle_radius)\n",
    "\n",
    "            position = np.array([x, y, z])\n",
    "            positions.append(position)\n",
    "            particles_in_layer += 1\n",
    "\n",
    "    return np.array(positions[:num_particles])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, lets start by constructing a system with perfect smectic and nematic order. To create perfect nematic order, we align each orientation with the z-axis. To create perfect smectic order, particles are placed in layers by the z component of their position while the x and y components are randomized."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
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LrrNq1SrqQXbbbbfhX//6FzZs2ICEhAQAkElJdrudrsylEgb7Pvfv34/m5mbR+bt27eJKQv7+/jJyP3bsGCUqh8OBiIgIrFy5EoCcQARBcKp6XbZsGa655hrF/aNHj8Y333wj2hYaGopbb70VISEhsuPz8vKwceNGxfY8AbkXQRCwadMm3H333Rg9erSIBAVBEKlwWSnwfw0qgQwyEAMjQU5OjlsrbylsNhtWrFiBq6++Gvfeey/drtPpkJWVhcDAQABAeHg43UdSmAiCwI0OB3pWn5deeildkZMJWarP5q1gWWg0GoSFhQGATKVWWVmJO++8U9YPZ7rulpYWmM1mp+6xAEQkwQY+Njc3u+2aK3UCIH0sKCgQ2WLIRGq1WqnRe8uWLdQziedBZbFYRCQ3ZMgQrFmzhr4naeZi4HeikBLI7t276T3FxsbimWeeoY4DOp0OERER+OKLL0TPOCIigmuA//TTT0W/jUYjdu3ahbVr13IdCLq7u2XbCEaOHCkKMJSitLRU5kocFBSEV155RWZbI5B6FnqLn376SbbN4XCIJKLjx4+LCoz9L9tgVAIZZCgpKRGJ6k1NTU794pXArt6lLqzA7zYOVh2yf/9+6hpLINX9n3/++Vi8eDFuvPFGbntKcBZ3ISWX6upqfP7557J2nUkXZ511FmJiYnDo0CFKTDwQAhEEQRYR7YkRPS0tjdoCiHSyZ88eaoshBn9i4CfGftbWxPM0MplMdNI3m81ob2/Hww8/TO0e559/Ph599FF6fGZmJsLDw2UqKl9fXxiNRnpeYmIi7rvvPpqT7Omnn8bBgwfR3Nwsev5msxlz5syR9evNN9+UbWtoaKDblZwueDh27JhT1azdblf0UiMSlPQdNzY2yo5NSEhAUFAQ7rnnHrf6RdyceWDH3o8//qi4738NKoEMMvAGoys7yNKlSzF79mzRCpRdIR89elQWp8AjEKPRSO0v5P8RI0bQ/QsWLMBnn32GmJgYGWGQiUpJWuJNzmTly+rLAbFEQiaMOXPmKK4+gd8nEKvV6lQVxerdpWVqPZH07rjjDroq9/HxQW5uLp5++mmn5wiCIJIueSo5VsVEns+RI0fots7OTqxatYr+3rlzJ6699lp0dnbirbfewtKlSwH0SJaTJk0SeZ4Bv78HIoFK1U8Gg0EmUbS1tXHJjh1T0vElVbWxBHP06FGnHljbt2/nkhgAqhqTjr/Dhw+LxlhNTQ3q6upgMBhExvfk5GRERERgw4YNsraPHj3KXWwB4uckJZn8/Px+8Zb8I0AlkEGGzs5OWeJBQiAWiwUOh0M0QdbU1ODHH39ETk4OPv74Y7qdtVMYDAYqkQiCIPKWkg783NxctLW10UmLTa7H2iqk3jtHjhzhrgIJ/Pz8ZNtIH2bOnKkYh0GO+ec//4nrrruObjebzYiOjkZkZCT++c9/ivJpOYukJs+uu7vb6zrnUslFq9UiMzPTpRRWWloqUptJDcUAqOqLtKvVanHgwAG6//jx46LJeMmSJRgzZgyeeuopLFiwAMuXLwcAjBs3Dr/88gsmT54sCr4k5ExiadyJA9m0aZPT+yJ9ZcGOqxtuuEGkFktKSlJc6QOgz3LDhg0IDAxEZGQkfSZKAZudnZ2igFaWoIizw4kTJ1BdXY22tjaubdFZn4ityGKxiCQ9Hx8fdHd3K2ahPtOhEkgv8cMPP+DTTz8VrRKluPHGGxEXF+dWKvC77roLTU1NdJJ44YUXsG7dOgiCgKCgIOh0OiQmJmL69OlobW0VfeykDzw32ezsbJpGxGKxiD541sNn165dIqMgOxmzKzxp1li73S6q/ifFsmXLAPSQ2YkTJ5CTk0NXe4GBgdRILAWZMKTSQWFhIU1x4mw1y4KsuoEeicWTVSN7LFsr3RN46hCh0Whw8uRJETGzDhEajQZ79uxBTU0NtmzZAh8fH/peSbyMNPiSEIjFYkFXVxcef/xxpKWl0TaHDBkCnU4n8ihzp9/sAmHp0qUiwjjrrLMQHBxMf69du1ZEilKQsb99+3YYjUa0trZSexF5DzwiYaX3n3/+mf5dU1ODgwcPirIoS70EAecEcvLkSXR1dcFiseBvf/sbdd+NjIxEcHAwysrKFM89k6ESiIc4cuQIHnnkEaxfvx6CIOC8887D5Zdfjttuu03xnB9//BENDQ1uG8TZoLsPPvgAqampKC8vpx9Pc3Mzdu/ejZ07d8o8bRwOByoqKlBdXS0yjm7fvp36t2s0GmrkDAgIoBJPQEAA/P39RR8iawxlCYRnrP7hhx+497N161akpaUhNzcXO3bsQFtbG4YOHUpJQ6/XKxrtyT1PnToVMTExKCkpQWtrq+j6vLoaPLA++zabTRQX4syFFxAXpiKSC3mXSn2Xwp1YEVYC0Wg0ssmbjSZnjyWSInlHZAyxwZdvvvkmnViJsX/atGmitDUbNmzAihUr0N3dja6uLnR2dsqM8zywC42zzz5blJLl448/Fk34hDyUnhshEDbehYxz0g77DAjIuBUEQUQgQI9H2zPPPEN/Hzt2TCapvv3224oZmwVBQEFBAYKDg/HXv/4Va9asAdATMNvW1oaLLrqIe96ZDrWglId44YUX8J///AcAcO6553Ir37Gw2+0i/fzx48dFdgUlkImzqKgIBw8e5K7YduzYISKQjo4OHDx4EHV1dQgLC4MgCDSyOScnR0RMpE9GoxFpaWmora3Fp59+irPPPltUYpZdebOTAPtxE/CM/T4+PmhoaIBOp0NycjLi4uKg1+vhcDio7YMQFw/k+TocDpjNZnz99deYM2cOtmzZwj3eGVi1m8FgEKkKXeWyYleY5eXlXnnGLV++HBaLhRv9TeCKQAwGA109S2NrampqnJLazz//TFV4BoOBGvzZhQGJ7gd6It6Lioo8VvURzzOC3NxcREdH099dXV0IDQ2VRd0T6HQ6VFRUiAJCc3JycO2119LxqNfrYTQaRc+LRMgfOHAA9fX1on3SsWm327Fnzx7MnTuXbjMajdxU81FRUZg+fbrIhZj0Izg42CMHgjMNqgTiBioqKvDRRx/hww8/FBkTWZXNiRMnuIFRxcXFsqhtV5C2IyUKdrt0It+6dSvmzJmD6upqTJo0CUAP0b355puiCYclBnY1ZzKZFJPpkYmmtbVVlMGV4NJLL8WYMWNE2/z9/XHOOedg2rRpSElJEdlRyCQnCALXfsCTCg4ePIhp06ZxVRCuwNpzLBaLonpOCq1WK7JXdHd3K8akNDc3w2KxyGqcAMB7773nMmeWlEB4RK30fti69LznydoI2CBI9t7Z82677TausdkdsJJrR0eHyG63bNkyvPPOO4rn6nQ6mVqSSBekr9LYoaKiIioBE1UUq7LkEYPUYUUqtRDMnz8f3333HaZMmUK3kW/G3QScZypUAnEDTz/9NFavXo2rrrpK5B7LivY2m43rLfXZZ5+JfrtDINIJ4ueff+Z6Z+3duxd2u1000ebk5FD3UbLCv+CCC7BkyRI6OXR2dopWiCTtCMnEyua0YkEmtoiICBmhLVy4EFlZWbJoYR8fH9jtdjz99NNYv369aNJmCYTnOaXX62UeWgUFBSgsLER3d7fbqiMCKTG7W67X4XDIjmUj3tl+jBw5EtHR0Vi9erXoeKPRiOzsbJe6cimBFBQUiCbxCy+8EJmZmQDkdiGSO0zaJ6BH+mLvgSUQVvoiY6S7u1skIbDt8ciJtaP4+PiI3jNJfEnAi4pnYTQaZRLmoUOH0NzcTBc+rG0H6IlzITjnnHPwyCOPUIlBSUKQflNz5szB3XffLTuOdz7phyvV55kOlUA4IB8hMUazNcLZlYxULCYeMCykXi7upCaRrr6ys7NFxEVgtVoxatQokWjNfhRk4EtX19KcQmyEcWtrK4YMGSJb4bHtOBwO2Ydz9dVX46KLLpLlwHI4HNi5cyfWrVuHxx9/XNQ/lkB4gWcmk0k2EVZXV9Oqebw+ugI7GbhTqpdAanDftm2bTIdeVVVFiVmacJB133UGVj2m0Wjg6+sryj11/fXXUwIBxMbr/Px8RQlEunBhgxh5EojUXsf+7crbTKfTyTIRsL/1ej0eeeQRRc87m80mIhg/Pz8IgoCtW7cqumgT70KHw4GxY8di3bp1dPFx2WWXcc+RStEZGRlcWyZPvapKID1QCYSDwMBAaLVaXHXVVZgzZ45iqgLpZElqU7CQemedOnVK0dd8+vTp8PPzw7PPPiva3tbWBkEQuKud8847j+ZUuu+++0TkoEQg0pUXSyDnn38+SktLaaBWYmIiPY5k4d26datMhZOYmEiTGbKQRtazz5JdRUrrcwA9K2PehNHR0YH09HSPV39hYWGic1jdvjQwkgVP0snJyaGkTgLfWDfqsrIytLa2wmq1QhAE2cJByebz+eefy6QIdvJm4zp0Oh1iYmLovhMnTnCNy4CcQCoqKigB8gjEWbLH5ORk2b2Q1Dikv9L3xhKIVquFv78/d2VP+v3oo49i1qxZAHqCWcPDw9HU1KRoqzIajTR9DEkhQ0ifl4jz888/56qFeZ55PBd08pxVCUSFCKSQkSAITjPAkoEuXQWzE7jD4ZCt1qR+/SwOHjwIi8UiIyagJ3AtPj5etr2goIB+iJMmTRJ9yGS79KOT6nrJ/tbWVrS2tsJms9H7Y1OdGI1GaLVaTJo0CbNnzxa1QYhCei2bzSYiDR6BCILAtRnw+s7em6cqrPPOO49O3M8++yzOOussus9ZtP/w4cNFqo1p06bh4YcfxtSpU2lfhgwZIooFMJvN+OKLL7Bjxw5s375dVklQyQifnZ3tlEAefPBBOuH7+/tT1dFjjz2GsrIyOt5cSSB2u53aVzwlECnCwsJEDgkVFRWy+2MJRWlhQ66v1+tx7bXX4qabbgLQ8/zLysqwevVqRVuVn5+fLIUMIQNeypjS0lJuUTJeDBGPJEjbqgSiQgQ2rw0v0IuAfARStz/2w6urq5OpSa677joaE0EgCAIaGxu5xEFQX19P3VDJR/7www/jueeeo7+lHxdvO5tVVYo1a9YgISEBn3/+uSjDK4G/vz/GjBmDiIgI2erR4XBwV3RWq1VEqrt375apWYxGo0zlAQCTJ09W/EBPnjzpsQqrrq6OXnPhwoUi+4qSp9HixYuxbds2kUF25cqVWL16NZ3gNRoNfvrpJ2zevFl0blVVFW6//XbccsstsqqNSsRIAv6AHgnXYDCIyLW9vV1EMORZpqWlwdfXl/5mydVqteLiiy+WZf8lBn0pgTQ3N3NVpgRSctBqtaI2SOoWpfslY4e32ifv569//SuefPJJAD3koDTG2WtKU8iQ9rds2YL/+7//A/D7cxk6dKisKFlraysOHz4sa1uj0chKKxNCVCUQFSKwBCJdjUgNiRs2bJBlB33ttde4bRF88803OPfcc3HVVVfBbrfDarXCbDbLYgTYFeTixYvxwAMPyFZuEydORGhoqKKkQdowGAzo6OigMSCsSyUPmzdvphO6UvZa6QpXEARccMEFImMqAaueam9vpx+p1KVYCh8fH1lUPoHdbqf37W4tcylxrlixAmeffbbTPiQmJnIzwErBi0X5+eefUVVVhaqqKthsNhHh8SSQ4OBgzJgxg6pH6urqkJ+fj2+//ZYeQ1y1CaRGZZ4R3dfXF+vWrRPl0PrHP/5BV/jse9VoNCgpKYG/v7/bq2udTidqY/jw4SLCvfjii0WSrNJ4Zfv93nvvUcmBfb/kHKn0yesreTbh4eG0HDM5b8KECbKiZErFyEjcFImL6ejooIs9QRCoFONuOv8zCSqBSOAsNTM7aAVBwD333CNTvVRXV9NBPnv2bFl+pMbGRmzZsgUffvghVRcJgiAzbLOD76OPPsKoUaNkq36iKlD6IMn2hx9+GLGxsVR15io5Y25uLvfjlk400v6OGTNGtpLn6fqJpELaCAwM5KrnSP10JTirJ8GDn58fbW/69On4xz/+QSe23tR00Gg03HHDPmeSg4mA93znzZuHl19+mRLWiBEjsGDBAlm8BCFgVvVXUlKC3bt3U1dlo9GIhoYG6kIrCILo/bHJCKULg9mzZ6OkpERxtc+TQKQSBnvM0KFDRcc7IxCtVovq6mrR4o1HIFLw7CnkWK1WS8mE9EuJHHn3rNfrKcnodDpRe8T1nZUWpen8u7u7aTp/VopxVbTqjwCVQBhYLBZZig4WgiBQY6vVaoXD4eCuXEm2zvj4eJGRU4o9e/bQfEdSCYQdWEqrriNHjjglEOnKfNeuXaJ8SATSdnkxHtL2pW07HA7s379f5k3F0ymTeyVthIeHY/To0bLjDh065NRTiqgR3JVAJk2aRCcIQRBEcSGusGTJEupQIFUFCYIgW7nGxsaK+jVkyBCR8Zkn1UycOBFAT2BlcHAwfH19odFoZGoV4uHl6+tL20lPT0daWholbJvNhldeeQUZGRkYNWoUtm3bJiK0pqYm1NbWorW1laYZ0Wq11IbW1tamKP1JIVVhSQmFuHITuCIQqTTHy4YgHbPOCIRVZzkjEFJNUQrSNptpmbTn5+enWFqZ2GJIzJHBYBBJMWyOsj+qFKMSCIOioiKYzWaRXlMqdbDpEOx2O84991xZO7m5uTT3kLP0FWSf1Wp1SlxkUEsn40OHDrklgRB8++23eO+992QEQgoYESitPF0RSExMDB5++GHRdl9fX5F0tWbNGlx99dUAepLqLVy4UBZ8SCBNLS8FeR7SycQZobD3XlVV5XYK96ysLDq5StVFdrtd9uzvuusukU0rJydHFN/Dm/Dmz58PoKf8bk1NDVatWoXm5mZZ7EhxcTGAnkmeeLgFBQUhJiaGShYRERE4deoUurq60NzcjLfffhvvvvuu6DnU1tbiyJEjdJHj7++PlpYWHDp0CA6HQ+YoQeCOBPLvf/+bfkcsgcyePZumOeE9+5UrV8piRNhFBLsAYK/Pk1RZQ7fU3sJ7/lIpjcATI7qrdP6sFENIhrXFSKWYs88+2yOHhoGGSiAMUlJS8NJLL1G/e+KHz4IdeA6HQyaeAz26a7PZLPNAkoLEiFgsFjp58EAGK1uuFOhRW7BR3OxHbLPZZCqew4cPc91iSbuuvJqc2UAcDgdSUlJExauAnhxWEyZMoL8feeQRLFmyBEBPRPJXX32F++67z2OPqmXLltHgMU/OZSeS7u5uWnfEE0ivx1u1KtXv9qRdoEdqlE7YbDQ72ffVV1+Jfku9/bZs2SKKTUlNTcWkSZMwa9YsUbXDpKQkBAUFwWq1KtqFeFKllEAmTpxI74e1kbz++utITk5WJO4JEybIJBA2OPXdd9/Fq6++KpICldRR7CTvKt08oEwgvGO9deNlCYYlGSUp5uTJk24XOjsdUAmEQUJCAu644w6MGzcOALB+/XpR0JYUVquVu5LZuXMnHSSbN28WZSJlQaK+g4KCcMkll8gkAQIy+KWqpebmZlRXV4u8Wurr61FUVIStW7fKJoDa2lrs2rVLZpdxVxXERvsGBATg/vvvp7+VVAvS7UoiuacEsmLFCpGh1l0ofYw8FZq7YEmJ3IczLybAveJVixYtwoMPPojFixfTbQkJCdxaGf/9739F7VqtVpw8eZLuZxcTY8eOFaXlIO7Mw4cPR3x8PIYOHYqMjAzFcStdhFitVtEkX15ejsbGRvqurVYrHcNK0jJ5bvX19TR3GkFLSwtta8aMGVi9ejVmzpxJ3aiVyICnwiLoLYH0pxsvIRmNRgOLxTKoPb1UAuGADAqyOmDBToBKZTtLSkro5J2enq54HavVSmNNrrvuOlHlNJ7Blbci3LNnDx3Mhw8fRklJCQIDAxWLL3377bei+AcANPW20scQGBiIs846C//617/oNq1WK/K4UoqAlnoFKU2cnq6y2HK3PPIhlfdYGI1GRSMsm5HWXYSFheHGG2/EwoULaSEnti/O7F9S7ynp352dnSgoKEBFRYUo8PSee+7BunXrZO3Z7XbU19fT59vQ0KBI1n5+fiKnBTYwkYVSpLj0HQYHB+PSSy9FZGQkgJ6xq9VqabtsAGBhYSEKCwtl9TNCQ0NxySWXICAgAHFxcSJPQZPJJEsl8+ijj+KNN97g9huQq1vdJRDe+DidcSA2m00lkD8ayKCw2WyyAcKu5HgSCFkVs8nfnMV3sDYSti02RoEMajZLLtBju+jq6qJussnJyZg3bx5GjhyJkJAQxdgGad0OQoRKA/X555/Hk08+KctLxZKFKwJx5cfvTJpgXUDZdp1JLWRCZ6GUMRlQduPduHEjIiMjuSVdY2Ji8OKLL2Lz5s3URZaN0XGWtsYVgbAu4KzkqdFoFNVjeXl5uOSSS7B582aRtCiF1KtL6d0pvSupBKLT6XD//fdTEo6OjkZERASSkpIA9BQMI21lZGQgISFBFsPz6quv4pprrsHUqVPx4YcfijJWz5gxA35+fjSqn0Aq1bCQGvF7YwPhHTtQkeiDXQL53w6jVAB5YVarVUYgpJofGWzSDyEhIQHr1q2jaaLtdjuGDh1K1Qmsx8q4ceNoHAIgHqislw5x+ZNOpPfccw+mTp1K/eX9/f1Fk9DYsWO5ldKkOmapDeS6666jBlc/Pz+EhoaKkvwRsNf66KOPcMMNN8iIQDo5eepVotFoZAkaecdIwSOLyMhIBAYGcgldiUAcDgccDocoHxoPntYG4QXRSeu3ELBVDHleSgR5eXm48MILMXToUDzwwAOK15Y+T947mjRpkqKXmpRAWG+6yMhI6glGxkJwcDA2b94Mh8OB1NRU6PV6Ub0QAJg7dy4CAgJgMplgMplE6UPCwsJQUlICm80GnU4Hf39/+Pv7U6lEo9Ggvb0d/v7+tLYM+3ylBELsD1IoSSADrcJiYbVavcr5NlBQCYQB8ctmI6R5qzIfHx/qaicdQGFhYbj00kvpb19fX8TExFACCQoKQmdnJ4KDg1FQUCA6lyWQCy+8EM899xyAnlQMNTU1skkuJCSEpnAA5HplsgqVullKU6FLvZkWLlxICSQ5ORkrV67kphVnn822bdvox8+CxFe4UmFJnwVBcHAwN82JMxWWIAiyGt633HILLrroIuzcudMjAiE4ePCgx+Tn7HhnNeIB5aSbvLxaBERqsVqtGDt2LOrr67nk29bWJkqzM3nyZLz77rtUBXXixAlu+g8lkHFHDPmkDXKPPj4+IjsOew6Bj48P9Ho99Ho9QkNDRQQSHx+PefPmwWaz0TFmMpkowWk0Ghw4cIBmkfbz8xMRRkNDgyiYVWnSJ263UvAkgEsuuQTjxo3jqkr7EtIA1MGG/3kVFpEkiL+22WwWeTWRwUMmaVYq4Ukorgags4mUbYv1uOrq6sLIkSNlenriJ+6uGy8Bz4vm8ssvpx8tO5GxRnCe+ybbRx7MZjMSEhKo6o83qba1tYlW2SwSEhJw++23y7a7UmFJCSQiIgIzZ87kHqvRaETP5J///KfsmMOHDzuVMpxJZ87AU2G1trYqSjx2ux233HILd+Lav38/DAYDfH198c4771C1m06nE0mvVqtVVBr3ww8/RG5uLr2+p26jPFsgqw7ijUPp+Jcew4sb8fHxQXBwMKKjo5GcnEy9x/z9/TFnzhwsWLAA06dPR0ZGhignXFNTk2iBoNH0lAI+ePAgjh8/jqqqKjQ1NcFgMIieK/keeYRz5ZVX4tFHHxVVuewPDHYV1v8kgfBIw2Kx0Mhn8sJYAxaZLFmpw263c1VcUvAGgPQ4k8kkioZmbS0jR45EfHy8rB3pB6pEILxU3KyK7M0338QzzzzDzTrqqtCSK9TV1YnIkNdeXV2d4oQbEREhyx0GOCcQXpAgkXDYc4jzQFRUlMjjiMSpsDCbzVzidQalIEg/Pz/q3ccjEJJKnRfF7+fnh/vuu09Wb4SsutlYE/Lex40bJ7IJTZ48mQZF2mw2PPXUU3j99depcd5TAuFJdCyB8MaJtCSAMwJRGmcRERG4+uqrcfHFF9PjAgMDERkZKXJgmDJliihnnV6vR0pKCkJCQmC329Hc3IwTJ07g2LFjou/5lVdewcsvv4xRo0bJovoHAiQ9/WCWQP5nVFhEPUWiTcnqnXWZIx8wz4iu0+mo2oolGHcIRCnq1WKxoL6+nkYEsys5sroi1yF94N2TEoE88sgjeOihhxAVFUUHva+vL8xms2giJxOmkl4YcC2BKEHqXcX7+Jqamui7kO4n0di8fjnzwpI+i71798raHjVqFCorKzFv3jzccMMNohrpPDhzhpBCo9GIVDosIiIi8N///lcWQMlKIFFRUdBqtTKVIHnmZHzodDrY7XYkJibiggsuQFxcnKieDQBZFcTk5GTqYVVUVESPa2xshMPhcEkgwcHBbqmEnEkgMTExKC0tpZ58zghEqf2hQ4filVde4e5jXXgByGwivNrnjY2NIslv5syZNMivvLwcJpMJVqsVWq0Wfn5+1BYj/ccmf+wNiK1JJZDTBE9IgwWPIFi1ljMvLR6B8AaA3W7H1q1bERoaioSEBIwfP15xhavkbeJKhUWuGxoaSnXhvr6+uOKKK/D111/LVA88Q7czFdasWbNw0003cT2UlFBTUyNLBTJ79mzs378f06dPp8/A19eXet24Ugfx9k+ZMkUU3d/Z2Yn777+fW9rU39/frQ9eyW0b4BOjtDAYrx1e36+66ipceeWVWLBgARobG3HRRRehqKgIZWVlsngaEgU+YsQIPPHEE9i8eTOmTp0KjUaDv//97wB6SJyVyNhrsmRRWVmJvLw8tLa2ct83uR5LHhMnTuQa9V2psADnUgZPheUJ/P39sWbNGvpbSiBK0Ov1WLNmDWw2G1JTU7lBo8QGYzabYTKZYDQa0draSrcJguCUYJRqoUhBFl8qgQwgvCUNFjwbBzmHJQ3iFcLClQ2Ezckzd+5ckdcS2xbbR1cEEhQUhNDQUMWBxp7n6+uL119/Hb/88osssp3N+cNeQwmJiYkuPaSk2LNnD2bNmoX6+nq0t7cjICAA/v7+iIuLE33YAQEBTgnEGbFMmDAB559/vohAioqKcOutt7rVRyWicEYgUpCstkrt8OJe2PthPYVWrVqFuro6LoFIzyWldgVBEE3sbN/ZyZolEIfDgU8++QRAz6TFS1a5du1aLF++HOeddx5tS+n9uCKQkJAQvP7669wx1lsCiYiIoATKtjd8+HBRZgRpn4OCgkTnSaHT6RAUFCTzIiMgmgXW2G8ymdDZ2Un/Juo7VmKREgxZQAGDO2X8GUEgPNLIy8vD2LFjERIS4hZpsHAmgbCxH84kEIfDgebmZtTW1opsG6xdQhpXobQyckUgzz//PJ5//nnF+2HPYzOUSsHbxuZ/kk5agiBwa4A4w2+//YZx48ZBr9cjJCQEHR0dNFMpO2mQv81mM9dALwgCli5divHjx8vqZ999992y/FF6vV7mfcaC2EAiIiIU85KxkhyvP8DvE7nJZFIknPDwcPj5+eH999/Hjz/+SONyeN5kUkidMIhHIBmzbPVHVh3Dqt/YPkpT7ZSWltKKnDwCmThxIk0K6e/vT2t28KCUnYAgICAAq1at4u4j7z8rKwujRo1SvIa7IAu3q666ilv3HHCd/dkdkGqLShUn2dxX7L/29nbU19dTNdnDDz+M9vZ2RERE4K677kJ6ejpSU1Mxe/Zsbvqk04U/LIG4kjRIVUFvBgRPRcUzovMIxGq14uDBg6ivr4dOp0N8fDw3VTkgN8KzEz07eZDBP2PGDJHKyN1sndL8Xez9sOCpsJzZQGpqalBbW0v18O7gyJEjmDJlCkJCQqg+mfSLfRb+/v7o7u6G2WyWkQG59po1a+Dv74+ffvpJtE8QBCxatAjvvvsuTp06BaDHldNZICG5tq+vr2ICzLi4OLz11lsYP368y/s8duyYovQ2dOhQJCYm4qKLLsJDDz1EtyuNVSXyJn0qKytDXFwcDAaDKIWKUhwHeeb5+fkwmUyi1a6/vz8qKiowatQoLnGzea30er3ThIvOAv1cgYz5+++/n+tE4W17ztRX3s4XnkCj0YjclXmw2Wx47bXXUFBQgMceewzR0dE4dOgQvv/+e/j4+PQZgdhsNjz22GP48MMPUVdXh4SEBFx33XV4+OGH3bbh/KEIxBP1lEajcap+cQZWhUVUTEoEMmfOHDz11FN0IiCT4sSJExEREQGNRiOKCpYSAzug2ZfGU2EtWrQIo0ePxptvvgmdTofFixfLoop54NVTcJdAnD3DpKQk1NbWYv369dT1NSAgQGTLCQsLg1arpeqyqqoqGowpvTa7bcGCBfj8888RGBhIdfpSb7Lu7m40NTUhMTERer0eNpsNra2tOHXqFDIzM5GRkUEJRFoHnoV0claSqsrKyrBgwQK3dNIvvfSSy2MAsfuz1JWZR97OIvrz8vJEKlRe4syAgACqfiHBiqGhofTapESy0sKEjSlyNsmQbxXwjkCcjVNvcNVVV2H69Ok0fxYPA0Eg7sDHxwfjx49HUFAQDAYD1q9f32fPgcWzzz6L1157De+99x4yMzOxZ88eXH/99QgLC8Mdd9zhVhuD3o3Xlcst0RVL1VRKRkB3QNQBrITA2kD+9a9/YdOmTdDr9SgvLxd5TAHAmDFjEBkZKfPqksJZfp7ExET86U9/whNPPIFZs2bR7azB3MfHx6175KUc4U2Czvz1lZ5neHi4yCguFd1vu+02TJs2jf7++uuvacCaFEq69KysLOTn54uC0WJjY5GZmYkpU6YgPz8fpaWlNCEiqdLISkXfffedrG3i4cQm+xMEQVGFZTabFeMzpM+GZwuTHltdXS2yQxGykx7HLoaUbCBarVZW95yHxx57jJL9vffei2+//ZYucNLS0nDRRRehq6tLceHgLoEAPXVxWlpaFG0OzuDKfuIp5s2bhzVr1jiVHtkg4sEAi8XSrwb03NxcXHjhhTjvvPMwdOhQXHrppViyZInT0hJSDJ6nJYE3pMGCTebmKVgJhJAJuU55eTl8fHwQFBQEX19fZGRk0LQlAN8Li51gebl8CNiPJSkpCf/4xz9w7733iuIzpGouTwlE6t4oNdxK4Uw1JQgCWltbFWuskzbZdhMSEpy+M7Zt9v+MjAxRFT3pfet0OvpsIiIiMHz4cHr88OHDRQkJyfVJnEZLSwuNn7BarXj33Xdx+eWXc/voLD0/r188EAlNOuFLK0WyUofUxiL9rdFoFFOcsGDfp7+/P+bNm0dtcc8++yxefvllhIWF0falEy5b+8OVBKLRaODj4+PVpCwdpwOBwSKBEBAnnv7q05w5c/Drr7/SoNLi4mLs3LnTI5XhoFJhkbxDREXlqfcUi96osFgjOUFaWhrOPfdchIWFIT09HbGxsXRws66hvAn3+uuvx5///GcAfNsGAfuxuFO60xsbiFQvzSMQV268BoMBNTU1qKmpgcViEU0QPEM/ew1n/R09ejRVH0kJRNpXXjsXXnghxo0bh+HDh4uOv+aaa/DDDz+goqKCOkHYbDaqPoqLi8PkyZMB9LyDCRMmoK6ujnoksfj+++9x1llnUUMp8SIjz5W1JyiB9F2akoQEEBLpkmeEduaFNXnyZDQ1Ncmi8IEe4q6trXUa68OTVJOSkkR2FdYG4kw66O1krBT71J8YjATSnxLIfffdh/b2dmRkZFCJ/amnnlJ0bODhtBMI+WCk5SS9IQ0WvVFhkWs2NTXRFzh+/Hj84x//4LrU+fn5YcyYMTh8+DB38lAyjjuTQJQIhCUZbwiESC1k1clG7DpTYdntdnR3dyMvLw/t7e2IiYnByJEjERsbK5qwpHp7NufShRdeyA3gInCVIiQhIQFBQUHo7u7m3vfatWu57fr4+ODHH3/E999/jyuuuAK+vr6w2WxISkrCqVOnIAiCyFliyJAhNJOsdBzV19cjJCQEJpMJTU1N1IuGrOLcWW2TMSUlkKKiIpoi/sUXX+TaQKQEQjy9tFotnn/+eVx//fUilSdBamoqamtruRMSTyVFtt14440oLy+nZXU9UWH1ZjLujQHeWww2AunvNCaffPIJNm7ciI8++giZmZkoKirCnXfeicTERFx77bVutXFaCcRut4sMfc4iiz2Fpyosq9VKo8KPHz8Of39/BAcHY9myZdBqtZg5c6biywwPD8fmzZuRkZGhmCSPMDy731mKaSUdupRkPFVhAT2TA2mHV2WQbdNisWDfvn2or6+HXq/HsGHDMGnSJNFExFM9DRkyBOXl5aKP8uyzz3ZKIM5WxwDw1FNPYe7cuSgrK1Osd8JCOo6IKpCQhZKrJQviJgsAn3/+ORYvXsx1tyWE7Mz2QRAZGYkdO3agvLycTsh+fn7UbZYkMnRmRCe/Scp+0idX0o9SWhHpPrJt1KhRorQ3nqqwvIVKIGIVen/g3nvvxf33348rrrgCQE/Km/Lycjz99NN/DAKRek31dduuVFg2mw2NjY2ora1FY2MjQkJCkJCQgIcffhhPPfUUPY6XG0kKNj8WD+PHj8e+ffucqrCysrIwb948bN++3S0Vlrs2EJ5aiUymUs8mQBwzYLFYEBwcDJ1OB19fX27hJWeqJVYCcdVXd8YAr86HK7hLsiEhIYoBYkCPGpPXR43m9/xpPM8nKXQ6HQICAvDoo49iy5YtyM/Ph4+PDyWQgwcP4tSpU5QMiLRkMploUkTp2CFjXZq2hEAqwfDO5QWQSjM5s79dqbB6g742oruDwUog/dUng8EgWwSwKkp3MGgIpK+hJIE4HA40NTWhtrYWDQ0N8Pf3R0JCAkaNGuV08nAFpXQiBBs3bpSVx+WpsJ566im0trYqponmxXS4Ai9NxOOPP465c+fSezYYDPD390dkZKSo+puvry9GjBhB66+7ap8Xr6Ckt5fCHV2/J1Bqg9fm6NGjFeMmPIVer3dKJEFBQZgyZQqmTJmCgIAA5OfnU9Uc0JOTqaqqirZx6NAh3HjjjfD19UVwcDBKSkqoSomA2OGUPGh4dg4CngTCShkvvfQSrrnmGpw4cWLAJJDTYQPpi0DCvkR/20CWL1+Op556CkOGDEFmZib27duHF198ETfccIPbbZx2G0h/gZVAHA4HWlpaUFtbi/r6evj6+iI+Ph7Tp0+nkeq9BZFApHp/6X520ueRjTM/daDng4qMjORm2nV2Dgu2fxaLBfn5+Whra8P69euRlJQEvV6PZ555BgDoROVMonPmPcW6RnpCBjwjuqeQvlel99zb1TLQU7yrtLQUGo0G//3vf/Hggw+61S9ybTZbAdCT4p6o2LKyshASEkIlJJPJJIuqP3r0KPLy8kQxLDw7oKcqLK1Wi3HjxonioZyRkdJ9eorbb78d7e3tMhf5/sRglED60wvtX//6F/72t7/h1ltvRUNDAw0deOSRR9xu44wlEKDHwHj48GGaLjw+Ph5TpkxBWFhYnw+UoKAg3HzzzYoGXtbm4OPjgxEjRngl8Wg0GhpRXVdXp5gynHdtgrq6OjoBWa1WxMfHY+LEiXS109XVhdDQULfdL3kEwqbckKbfUAJvYvXWk45FXxCEK+j1eppxgLwTqfqHgDf2bDab6Pjc3FxRIJ5Op0NwcDBNwy5NCtnd3Y2kpCRRIShfX18qxZA+VVdXo7S0lHqP+fv7uyQQ6W93JZDewN28ZX2JwUgg/SmBhISE4KWXXnI76JWHM4pABEFAR0cH6urq0NbWhra2NiQmJmLChAmiwL7+QGBgIO677z6Ul5dzxe6EhARUVVVBp9MhIiKiT67prqfZTz/9hKamJmRkZADoSSdCyItn1wgODpbVU3d2rb6SQFwZ0T2FkgSSlJSETZs20aSSfQ2SaiImJoab/ZcFe3+BgYHUtZglEOmzt9lssoqBdXV1iIqKwgMPPIAnnngCQI+TACEQtrysRqOh2WONRiNVnR09elRWDdBoNMJut4uM2u5Gog+mydgdDLY+D/ZiUsAgsIH0Bbq6ulBbW4va2lqYzWbExcUhJCQE8fHxtN7AQMDZJKvT6RAdHT1g1wN6Pn4Sr8Em9psxYwZqa2sBOA8UlMIbAmFX4J5IIIGBgbj00ktp0afeQNpvX19fDB8+nFtAy93+uXOctD68s3bCwsLg5+dHCaS4uBhDhgzhHr9v3z5ZokOz2Yzy8nLMmzePbouPj4dWq0VbWxt9R1FRURgxYgQ9RhAE+hwSExMRFhYmSq+yf/9+nDhxgm4jgbQEBoNBVFbZ1X0OZgw2AulvL6y+wB9WAjEYDKirq0NtbS26u7tpXEJMTAx0Op1iyon+RG9iT7wFL4VGXV0dqqur0dbWhujoaAwfPlwU7+FwOBAWFoYVK1YoJnSTwtmH1R9eWNHR0U4zvbqD/rR5eIuEhASRXp/0ZenSpSgsLERDQwPuvPNOXH755bTqoHSlHxcXh1tuuUUURazVanH8+HFR3rXQ0FBYLBa0tbVh/PjxSElJoaREwI7ZyMhIDBkyROQKPGfOHAQFBVFVSlBQECUTq9WK/Px8CIIAvV4vUouRbMRGo7HPCiz1NwZjKhOVQPoQJpOJkkZHRweioqIwdOhQWS0JoHeR6N5ioAmEtS00NzejuroaDQ0NVFeelZWlWKY2JSWFphF391reemE5SwDIggTvLVy4sNfkIe0DICeUhQsXIjMz063sut5cj4cNGzZg+fLlTvt2zjnnIDMzU6bCIscMGTIEzz77LNatW4cXXngBAQEB+Mtf/oLly5cjNzeXtsN+A1dffTWmTJnC7ZOSvQPokZz1ej3tS1JSEiWQkJAQLFiwABaLBUajkarETCYTLBYL6urqUFVVRaUcQjAs0QQEBMDPz29QrPwHG4Gw1U8HKwY9gUjLvkZERCApKQmTJ092amA6HdLAQF5TEAQYDAaYTCZs27YNWq0WCQkJmDlzpijwi0V4eLjbsSOewJUKy10jOiGQvkpX7WpSSkhIQHp6er+pOd2ZFJ1Fm8+aNQtpaWkICwvjVqskx99www249957AcgDQ92xVzgjEKn0qNFoMGPGDOzZs4fGKPj5+ckWKkajEYmJiYiNjZURDKngR+rAkDakBEP+1+v1A0Iwg1GFNZirEQKDgEB4k67NZkNDQwNqa2vR1NQkKvvqTvQw0Ltkit5iIAjEaDSitrYWNTU1MBgM0Gg0bjsJOEt66Ap9IYG4ejZ//etf8de//rXPPuKLLroIo0aNkqX2OJ0qLF4Uu/Rvcsyrr75K9xUWFsra4gUAsu2xEoizZyolEF6p2UsuuQTNzc2IiYlBUFAQRo4cqdge2w9XBZYcDoeosBIx6jc3N8NoNNJca2y1PinB9FWw3WAjEFWF5QHsdjsaGxtRV1eHhoYGBAYGIiEhAaNHj1Y0RjrDmaTCInaNmpoatLa2IioqCunp6fD19cXhw4dp1cDTBWcE4q0bb19gyZIlWLJkSa/aj4qKQnNzs8sUITzwxoISgfAkEOlxzs4lkEoP7sRsuCOBPPbYY4rn8+DuZKzVahEYGKj4jbM1yAnBdHZ2oqGhgVbv0+l0MnKREkxf9nmgYLPZVAnEGQRBQGNjI2pqalBfXw8/Pz+Xahh3cbpUWH1FWsSuQZ5NUFAQEhMTRVJYa2vrgN2js+dJPrqwsDCMHj2a1uUm9+FNIGF/wpN+JCcnw2AweEQgSu2PGjVK5CXFHuuKQJxdR4nAvVVhAT1pWwRB6FUkeF9Mxq5qkNtsNhnBtLe3o66uDiaTiRZtc0YwbBDwYCIQVQJxAY1Gg7KyMgQHB2PatGkIDQ3tsxf4R1RhCYKAzs5OWioW6HGtdEaog4FAyMQzYsQI/Oc//8E333yDEydOoKSkBMOHD0dJSQkAuQQy0B/r6b5eQECA7D0qxXq4A2c5rMh2b1RYoaGhKC4u9qgvUgzUZOzj44Pg4GBa014Km80mM/AT+4vJZILdboevry/8/f1p3SGiMiMEM5DpVKR9VyUQF5g6dWq/TIIajcajGIe+gLekZTKZUFtbi+rqahiNRsTFxWHcuHGIiopy2332dGLBggUoLS2Fn58f4uLicOedd4r2v/DCC5gzZw6Sk5NPTwcHGEppWNx9l0rHKamwnEkg3qiw+gKDRdr08fGhaWCkEARBRDAnT56EIAjU/mIymeBwOKDX6xXtL/7+/v3muaVKIKcRg10CsdlsqK+vR01NDVpaWhAZGYm0tDSuS3JfXK+3cHatgIAAWXwBi3vuuQf33HOPaJvdbkdHRwf14BlIMhwskxvgmQ1ECk8kEGeT3KZNm2CxWPokaJNgsKmDeNBoerIo+/r6IjQ0FDU1NYiJiaHegIIgwGKxiKQXk8mEjo4O+jdxUVYimN7EwFitVredhk4XzlgCGYxGdLK6IXaNgIAAJCUlYdy4cV4NlNNh5+kNBEFAe3s7qqqqUFtbC41GQ3NAsR8e+68vVQieTGgTJ07Ee++9h4iICFx11VUeXUe66p89e7YoySHv2N7YQHqrwpo5c6Zb1/MUg51ApJCSHuuizJZTZo83m80ygmlra4PJZKLZAgjB8OwvzhZPFoul17bg/sZpJ5D+mgQHUxwIsWuQJIgJCQl9kgl4sEggrmA2m1FTU4Pq6mqYTCYkJCRgypQp8Pf3px8hiQ8gOuqamhoYjUaqQpCSSmBgYL/GCCQkJODiiy/uVRvSlCauJAtXBOKOF1ZgYCBiY2PR0NAArVaL/fv308wDA4k/0sKGwFOpSaPRUEIgdVpYOBwOGcEYjUa0tLRQgmHbIGPbYDCgvr4eZrP5tNlf3MVpJ5D+wulWYRG7BslDFRcXh7FjxyIqKqrPdKaDWQIhdVeqqqrQ2NiIiIgIpKenIy4ujibkIwZLJS8bqQqB/GtpaRHFCEjJRUl6mTNnDtra2jy+l9mzZ8NgMNCqg64gfSfh4eFYv369KJ2M9Ni+UmHNmTMH69atwy233AKNRsOd2AYCfwQVlhR93Wd2bPISqLIxMIRgurq6sGPHDjzzzDNobW2Fj48PvvrqK6SlpWHs2LF47rnn+qx/Q4cORXl5uWz7rbfeildeecWtNs5YAjkdKiyHwwGHw4E9e/agubkZERERiqlW+gqDTQLp6upCdXU1ampqoNFokJSUhIyMDK9jeZypEEiMAEsuUumFVR9I/7mLTz75xOO+swgNDcXtt9/O3dfXbrwsTndajj8igQzkM1OKgRk7dixuueUWXHfddUhOTsbSpUtRVlbGzUbQGxQUFIgcjQ4ePIizzz4bK1eudLuNM5ZABkoCEQQBLS0tqK6upqm7IyIikJmZ6dEk5Q0GiwRCAh2rqqrQ3t5Opa3o6Oh+nUScxQgQ6YUlF6n0otFo4OPjg87OTq4E4+1k4on31dixY3H55ZdjypQp+Omnn5we744KC+BLJgONwTAuPcVgk5pIKeNzzz23X9qXSsTPPPMMhg0bhvnz57vdxhlLIP0tgbDxGg6HAwkJCcjKysLevXuRnp4+IANxIAe7lKwEQUBbWxuqqqpQV1eHwMBAJCUlYdKkSYPCd52VXnhqHLvdjkOHDkGn0yE0NBRGo1HmvknyM/EM/H2VPuP888/H+eefDwB46qmnFI/jTchKBOKO625/Y7BNxu5gsPV5INO5WywWbNy4EXfffbdHz+CMJpC+XgWZzWZq1+jq6kJsbCwyMzOpXYMU7xmogXg6jOgmkwk1NTW0ZndiYmKfB4EOBHQ6HQ0gk7qv8qQXg8Egkl50Op2i59iiRYvw5ZdfYvPmzTh+/HivvKrcOV5KFP0R1+EN/kjjARicBDJQi7Evv/wSbW1tuO666zw674wlkL5SYdntdjQ0NKCmpgZNTU2IiIjAkCFDEBcXp7g64NVE7w+Qwd7fA9/hcKCjowMdHR3Izs5GZGQkRowYgdjY2H7xEiksLMT//d//wdfXF7/++uuAT4TuSC8suZhMJq70QsZfV1cXldKcJf/zlECUVFWDRYU1mCZjdzDY+jyQgYT/+c9/cO6559KSye7itBNIf72w3qiwiF2jpqYGdXV18Pf3R2JiIsaMGePUrjHQOZ/6m0C6urpQVVWFmpoaCIIAHx8fzJw50yuDuDOcPHkS2dnZ8PPzw5VXXoktW7Zg//79AIDDhw9j7NixfXo9Ft68K1KfnJc+g3VLnjJlClpaWjB8+HBUVVXBaDTS5H88zzFXE7+7qqqIiAiMGTPmtEb+/xFtIGziz8GAgUplUl5ejl9++QWbN2/2+NzTTiD9BW/UO11dXTRew263IyEhwSP1DDuhDwT643o2mw21tbWoqqpCZ2cn4uLiMGHCBJhMJlRVVfU5eQDAc889h48++ggAcOGFF4ryMOXk5PQrgfQ1WL/+66+/Htdff71oP0n+x0owbOpyoKecrdVqFZGMzWaDzWYTLRaUCOfiiy/udQxLX2AwTcbuYDBKIANBIO+88w5iY2Nx3nnneXzuGUsg7qqwLBYLtWt0dnYiNjYWY8aMQXR0tMeqk4EmEILeXk8QBLS2tlKDeHBwMJKTk5GQkEBFaBIE2VdgP9RTp07Rv/fs2YO9e/fS37m5uVi7dm2fXtsZsrKyUF1djcWLF2PTpk193r6z5H9ffPEFuru7MWzYMGg0Globo6mpCSaTCYcPH8bRo0cpqbS3twMAtdH0Z14mTzHYJmN3MNj6PBBGdIfDgXfeeQfXXnutV6EGZyyBOFNhkdoj1dXVaGpqQnh4OJKTkxEfH9+rF3a6JBBvYTKZUF1djerqalitViQmJmLGjBncOuk8ia6rqwtdXV0wmUxeVxEUBAGHDh2iv7///ns0NDTQ37m5ufTDfvrpp2kJ14qKCu79Nzc3Izg4GDabTTEFuBKsVitOnToFQRB6nY3WG0yePFlxX35+PtLS0hAQEEAlmL/97W+45557YDQaaW1yaT4mqefYQOGPqML6XySQX375BRUVFbjhhhu8Ov+MJRCpBEJW2cSuodfrkZiY6HXBKh7+CCosh8OBhoYGVFVVobm5GVFRURg5ciRiY2M9Xr2++OKLWL9+PQCgoaGBSzwEFosFo0aNgt1ux3vvvYcFCxYAAEpKStDR0UGP27p1q+i8mpoafPHFF4iJicHevXthsVhgsVhQXl4uIy1BEDBs2DA4HA6sWLEC77zzjkf3U1hYSJ9lfX39gLpRuoIg9NTmcJZZlk0JYzQa0dXVhaamJmp78fHxUSSX3iT9U+rvYJqM3cFg6/NAjL8lS5b0ar46YwmESCDd3d3UrmGz2WgeprCwsH4ZLAPtWgu4RyCdnZ3UIO7j44Pk5GSPgh1591VaWkr/zs/Px9lnn614/r59+2iNk23btmHBggXQaDSyJIPHjx+XXZO4FpIsqUCPZCIlkJKSEip1VlZWunVfLHbu3En/tlqtKC4uxpQpUzxu53SAtb3w0maQtOVsTqbGxkb6G4Ao7kVq4PdmIhtMk7E7GEwEIggCrFarrNb8YMMZSSAWi4UmI9u5cydiY2ORkZGBmJiYftcRD2QKFVcEYrVaqUG8q6sL8fHxmDhxIiIiIvrkQykqKqJ/79y50ymBsJPzvn376N85OTn0b61WC5vNhkcffRTr1q2DTqdDbGwstb9UV1fTY3Nzc7Fq1SrRNXbs2EH/Li0tpRPC2LFj0dTUhMsuuwz//Oc/FfvIng8AeXl5g4pAevPOnNXFIEn/WHIhZWONRiOt6qcUVMmTXv6oKqzBYkMCBjaQ0FucdgLpK8Ynqpmamho0NjYiODgYWq0WCxYsGNCXcDrSi0hVdS0tLaiqqkJ9fT1CQkKQkpLSJ/Yd9jotLS04ceIE/a2UrpyAJRBWVXTttddCp9Ph008/hZ+fH4KCghAdHQ2gx11WKc4kNzdXto3tQ1tbG06ePIm4uDhUVFQA6Mn9owSr1Yq8vDzZNZRyWLmDs88+G+3t7bjnnntw+eWXe90O0L8TMpv0jwer1SrzHCM1yZWkF0EQYDAYoNfr+y0PXF9jMEkggFqRsN9B0mkQu4avry8SExORkZEBm82G3bt3DziDD2QWYFYCMRqN1CBut9tdlsL19loExLhNUFBQALPZzBW57Xa7SNJoamrCqVOnkJycjPnz5yM4OBiffvopoqKicOjQISppOBwORVXU0aNHqQ0H6HkGLEkBPRJEfHw8/V1RUaE4SRQVFSEoKAhWq5XWP2cN+J6iqakJ+fn5AHqifHtLIN5CEASsX78eOp0O1113neh5uAtSdMmV9EIkmM7OTgA9MTxS6UUqxfj7+w+aSXuwEYjFYhn05Du4e6cAg8GA6upq1NbWwmq1Ij4+HpMmTUJ4eDgdAF1dXadFjB5ICYSoyoqLi9He3o7o6Oh+VdWx98Wu9jUaDcxmM/bu3YtZs2bJzjt06BDa29tFz2bXrl10UiXvTKPR0H/s/Umh1+thsViQl5dHfddLS0vR2NgoukZOTg5iY2PpeZ2dnSgpKcHo0aNlbT7wwAP0fACYN28ebr31VjgcDpkUZLVaIQgCHA6HYiEwVh128uRJ7jEDgaNHj+LZZ58F0JNW/uabb+7T9nnSiyAIaGhowPTp06HVamXSS0dHB4xGIy24JE3BzxLNQE2gnmYBGAioNpA+hMViQV1dHWpqatDe3o6YmBin3kOnI507uW5/E0hHRwet6gf0RB5nZWX1a/lL6X2NHTsWc+fOxY4dO6DT6WCz2VBYWMglEKI68vX1pcFyu3btwqlTp2Cz2ZCVlQVA/hFLq+uR/eHh4bj//vvpeUDPx3beeechJycHra2tAHokEGkqksWLF1MJh50syLMk1zj33HOxbNky7rP44IMPaN33yspKbqr57du307+PHTsGk8nk1fv54YcfaJLFb775xuPzt23bRv8m0f39DXaceCK9EHJhbS++vr5OPcf6asIfrASi2kB6AYfDgcbGRtTU1FA3UXczvp6uVOf9dV0S8FhVVQWDwUClrt27dyM5OXnAaydfeeWVmD59OjIzM6HX63Hw4EGkpqZyj12zZg0WL16M2bNno6mpCUuWLMHEiRPpJEyM4byPeNGiRfj111/h4+NDVUshISG48cYbRdcYO3YsNm3ahCVLliAvLw/33nsvbrzxRowZM0Z0XFdXF+x2u0iq6OjoEBnoXYF1Ati9ezfXeYAlEJvNhqKiIsyYMcOt9u12O73Xzz77jE78DQ0NXA8rZ2AJhHV66C8cOXIEISEh6OrqcjkZu2N7keYcI9KLyWSinmdK6jFPpJfBSiCqDcRDCEJP3WySKt3HxweJiYkYOXKkR4FhbF6q05n2vDcQhJ4a6lVVVZRAU1NTER8fTz+Ovra5DBkyBG1tbbj00kvx5ptvoru7m6ZykV6HPGONRuMykDA1NZVO2iUlJVi8eDHdR6qi8VJzPP3005g2bRoCAgLw0UcfYeXKlU7vl5w7YcIEWnedBQlcHD9+PN2Wl5fnkbS6Z88e+ndubq6MQGpra3Hs2DHRttzcXLcJ5LvvvqN12EeOHCm67qhRo9zup81mE9mFSkpK0N3d7XGApTOsWbMGP/30E4YPH44ffvgB06dPB9BD/L2tY0GkF158kbSan9FoRHt7O+rq6mA0GmG326n0ouQ5xo6NwUYgdrsdDodDlUDchcFgoPEaFouFa9fwBAOVqZZ33d5O6MTGU11dDUEQkJiYiFmzZnHTXwB956HT1tZGo8A/+eQTfPTRR0hPT8fhw4fpfZ04cYIGH33xxRcAlG0VUthsNgA9xmxWHUMmW+lHzL47rVbrUV1vQRAwadIkTJ06VeaxtWvXLhGBSI3vztDR0YEjR47Q31LPLUDuDgz0EMhdd93l1jXYNtm4mL1792L16tVu93Xfvn2iIE2bzYa9e/di3rx5brchxfjx41FXV4fzzz8fb7/9Nnbs2IH29nYUFxeLnnNjY6PX13AHStX8gJ53z8a9sARDSEej0YjIhaz0CcGebuM1UfWqNhAXaG9vx8GDB9HW1obo6GiMHDkSMTExvU4TTlbHA5VancBbArHb7aivr0dVVRVaW1sRExPjVk6uviRHduIipS7ZtCJAz+RI1D3ERkAGuyuwxx04cID+TSYbXnZZ9v6cxb1kZ2fjtttuE/XXZDKhsLBQdmx+fj5uueUW0T1JQdxTpcjJyRER5p49e2RJ7y688EK88cYb2L17NwAgLCzMo4SQv/32G/2bvZYzN2QesrOzZdvy8vK8JpDu7m6Ul5dDEAQUFhaio6ODVuG02Wx0QQH02Ib6cmw2NDSgs7MTgiBg+PDhTo/VaDRuSS9S1RjQo+aTSi9SKaYvbS9KIN+KKoG4gF6vpwFufanvO12JDT0hEEEQRAZxPz8/JCcnY8KECW6vPNy53vfffw+LxYJJkyZhyJAhisfxVuIkpXtgYCAEQaCuqUBP3ikAorrKPFRUVKClpUU0Kbe1tcmOs1qtqK6uhsFgkO2TxrpI8fPPP9N4D3IMcS2WIicnh7bhcDgwadIkVFZWoqGhAVqtFg6HA1VVVbLzqqqqqGoJ6Hn2JpMJ+/bto6oboOejZ6P0k5OT8cgjj8ja48FgMODw4cPcfYcOHfJIBTVv3jzcdttteOWVVwD0EHNdXZ1b5/LAum7X1NRgx44donfx66+/0r9bW1tRV1fXZynl77rrLnzzzTfQaDRobW3t1aKQJ72YTCbk5ORg7ty53IzJbW1t1HNMq9U69Rzrixo5RFpXCcQFAgMDFY2vvYErV9D+gjsTusVioVX9jEZjr9KruLqe0WjEJZdcAgC46qqr8NZbbykeqxQMuGvXLqrnZwmExXPPPYfPP/8cNTU1yMzMxJYtW+i+a665hqvq8fHxoR8K0DPpkySXBMTwa7PZ0NTUBKDnnUolS6mBmOQ+S0xMlGUSrqurQ1lZGYCe5/fCCy9g0qRJuOWWWxAWFobW1lakp6fL+rtjxw6RFEUM+3l5eSICOXLkiIggjx07phgjI4XS8yWebp6ooKZNm4apU6dSAtm3bx/S0tLcOpcH1iBvMplEEgcgTx+Tn5/vkkDy8vJw8cUXw8fHBzk5ObLqkAQkaFUQBBw5cgSZmZle3IEyiLpUq9VCr9dDr9e7Jb0QcmFtL3q9nmvcDwgIgF6vd+sbV1VYpxkDXdyJQMl92OFwiAzi4eHhSEtLQ1xcXK/0rc4IpLGxEZ999hn9zaZNl8JkMonSqLPYtWsXlixZItP/s1i3bh2VRLZv307/rq+vp0ZyKfz9/dHV1UV/a7VaZGVlYenSpXQbu7gg6ctNJhOys7NFKgWequqCCy7A8uXLERcXR6UfrVaLkJAQhIaGcvX05IMlH/msWbPQ1NSEtWvXUtIh0Ov1ePPNNzFnzhzRdqm7rcViQVFRkYhklPD9999zt/v7+2P48OHUO8tdsGPDWbJLHvLy8vDkk08iJCQEmzZtEhEIwFeRseMxPz8fK1ascHqN559/Ht3d3QCAH3/8UeZdB/RIZdK8a/1FIK7gyvbC8xxzJr1IpRgivZD33B8VP/sSZyyBDBYJpLu7mxrEgZ6EgHPmzOkzTxhnBPL888+Lcj/l5ubi5MmT3NV1SUkJBEGgQXosiGRy6NAhxWuxaiyHw4GvvvoKYWFh1LbDA/k4XnjhBdxzzz3U64xVYRHDuUajoR5J/v7+GDZsGIAeNdqpU6dERAT0SAFDhw6VuYg6HA60t7ejpKSERrErgdjnAOCnn36iEhCBwWCg0h2LX375RbZNKqUoQYlsY2Ji8O2333IdCb755htotVpMmDBBtuJn35en0u0nn3xC3ZGLi4tlcSS898peT0maYsGmzVcikF27dokk1by8PI/Sj5eWlsJgMMDX11eRePrC2Uaj0VDphfee7Ha7zHOMZAg3mUxUevnnP/8Jm82GuLg4fPDBBxg+fDjS09MRHx8/qHJ1AcDg6k0f43TEgmi1WtjtdlRXVyM/Px87d+5Ed3c3xo4diwULFnjsjuwOlO6RzVUF9EyeH3/8MffYrKws1NfX00mO/ZgOHTqEtrY2Opm6g4KCAkycOBE+Pj5cEk9PT6eSF1kZOxwOmRqN3JvUBnLJJZdg7NixWLZsmUwyAICAgABat573fD7//HO0traivb0d9fX1VEIhNgJBEEReRSdPnhR5RJFjeA4E0rrSw4YNc3vFzEbOA6Akp9VquRNcR0cHVq9ejVWrVuG5556T7WefvaeTD0sYRJJlPQFTUlKohCFVtdxwww1IT0/HkiVLqApNCqvVKpICleJUWKcCgO/55gxXXnkl5s2bh4ULFyoe4w6BbN++He+//z5+++03LFq0CNOnT8enn37qdj90Oh2CgoIQFRWF5ORkjBgxAuPHj8f06dMxb948zJkzB+PGjcN5552H5ORkWCwWvPPOO1i1ahWSkpIUv11vUV1djauuugpRUVEIDAxEVlaWohZCCWc0gQxkXiqicydG0FOnTiEuLg4LFy7ExIkTERMTM+Dp43lFkX7++WfFtgIDA+kERj62uXPn4scff0RwcDAuu+wytz+YsrIyREZGKrrIfv/999ygOCmBkDQg7AdOUmUAPVIAT5VSVVWFxMREDBs2jDtxlpaWQqfTwWKxoKKiQmSAB3rsFt9++y39LfVGI+BFh0u9ugICAkRxL87ABiACPUkrAWXpgX1ePCKVRvO7C7PZLCIQo9GI48eP0ziU8ePH4/rrr6cqRlZCAHoCO7/88kvk5eXhzTff5F7jm2++EY1dkqBRCimBlJWVUeln27ZtePPNN/HTTz9xryEIAs0yYDKZ0N7ejieffBJTpkzB2LFjcfvtt8tKBSthzZo1uP3223HllVeioKAAR44cwZdffun0HHdBpJewsDBce+21uPHGGyEIArZt24bKykqRLbMv0NraitmzZ8PX1xc//PADDh8+jBdeeEGWucEVTjuB9Kc73ECkMzGbzTh16hR27txJ2TstLQ2zZ8/G0KFD+z2SlDw/okJibQ88TyIlDx+Co0ePAvh9lbdjxw7MmDEDer0ewcHBbtdN3rVrFwRBUCwL63A4ZJ5ygiDICISsStkP3GazUSO1IAhYuXIlHnvsMQC/Pw9XuuOioiIEBwcjJiYGU6dOFQXsAT3Pj7jhOsN///tfmM1meg8VFRXUO42AN7HzYLVacdFFF4kkGFcLIJZwyLt94403kJaWhvHjx4vO90QC2b17t8iDLT8/H7GxsVR6vuuuu/CXv/yF7pd64tXV1dFtTU1N3PuQjg1BEGTSRVFRkShanUhARD22du1a3HPPPbj22mu593H06FGa3BHocbveuHEjSktLUVFRgffff5+qZp3NRWazmb5Xo9FIt7v7bj2FxWIReWCRWi99hWeffRYpKSl45513MG3aNAwdOhSLFi2iqmF3cdoJpD/RXxIISR1fWFiIbdu2oampCcOGDcPChQsREhIyoBlGiQSSlJSEgIAALFmyBAA/3TnQo9fnudASkJU4a4coLCykZCyNsFZCQ0MDjh07JvrApJG/0gnN4XCI4kMAPoFIXXNPnDiB5cuXi64xbdo07nUJOjo6RCo+qetwXV2dyHALQGTcJygoKMCuXbuwfft27N69G9nZ2bL76urqEk1iSvD19cXjjz+Oa665BkAPCb7xxhv0Hnj3wUpfpNLkr7/+iubmZpSVlYk82jwhEGllyAMHDqCzs5MuyEhbSi7crLNFR0cHzYTMgkfQ7Iq+q6sL8+fPR2FhIZ20MzIy8PPPP+Occ86BxWKhk7rBYBBN7ARSe9TOnTupREJAygE7+2bz8vKolMXeR2lpqceODe6gv/Ngff3115gyZQpWrlyJ2NhYTJw4UVFSdIYzmkD6WgLp6urC0aNHsW3bNhw+fBghISGYO3cupk6disTEROh0ugGxu7z00kuYPHkyLr74Ymg0GhgMBrS1tUEQBGqEZdOnS5GXl4dnnnkGYWFhiIuLE0kAvBiMLVu24NChQzS6lwe2WqBGo8G0adNw+PBh0bNgpTFWAiEg9Q/Y7UQN54xAcnJyRBl9yfFKIMewOncpMZ44cQIOh0NkhOepsZqbmzF37lxMnjwZaWlpmDFjBq666irZx//xxx+joKAAs2bNwrx581BUVASj0cgdn2xEPlEp8Ca3xsZGmV0qLy9PVGOeNWR7QiCsxxWxYxUUFFDCYAN1eZCqT3NzcxEVFYXQ0FCcc845AIAbb7wRCQkJouOIyg7oyZEmfY9xcXGYPn06/Pz8UFBQQCdvEtwohVT99fPPP8vazM/P545HFjzHCKBHUuiPJJX9TSAnT57Eq6++ihEjRuDHH3/EzTffjP/7v//D+++/71E7ZzyB9HYyt9lsqKqqQl5eHnJycmA0GjF+/HjMnz8fI0aMkLnzDQSBfPTRRzh06BC2bNkCh8Mh+lhra2thMpmQkJAgU8sQEHWb2WxGe3s7tTOUl5fLdNlAz2o0LCwMRqMR6enp3A9t7ty59O85c+Zg+/btojQagHgCYwkhNDQUL730EjZs2IClS5fS5zdp0iTceuutsuOlBMJObGz7QM/ELSU9rVaLpKQkFBYW0hgRKYF0dHTgvffeozm+wsPDuTEKDocDu3fvpuqwESNG4OWXXxYR6ttvv42LL74Y5eXlOHjwIIqKirB582bk5eUhOzsbeXl5KC4uRmlpKSorK6lbK3sfzc3NePLJJ0WkR2wt7ERz8803i+w5LIF4IhXfeeedVOIKDAxEUFAQamtrKWEQFSF57lLvL2lyyq+//pqOrZKSEgDA3/72N6p6BHreAZnAiKu2FKzLOxu4CMi9vkwmk0wlylPhuiOBSK/l7Lp9AZJIsb80GSSAdv369Zg4cSL+9Kc/4aabbsKrr77qUTtnNIF4q8IShJ6qfgcOHMDWrVtRUVGBhIQELFiwAFlZWYiOjlZ8sQNBIGzq8ZMnT4pUAXa7HQUFBbjrrrtooBfbVz8/PxgMBpGKgXxkSgbvo0ePoqWlBatWrUJcXBz3GN7zkLbHkhMbCBgQEIAbbrgBV199tUitlJWVhUsvvZTeq9TeA/RMKF1dXTJ1E8Enn3wiex8ajQbV1dX49ddfqXcR73xfX1/qBfXSSy/h9ddf516DXfHzkJCQgOjoaDpxAj2R+PPnz8eMGTMwYsQIREVF0ShrdhVO3lNLSwteffVVrF+/nmYU1uv1mDt3rkg3LvUKYxM//uc//3HaTxYXXHABJe+EhARUVlZi9erVMhWWlFAI7Ha7yDOLHQvt7e30HRIJQqvVisaWkqcVex3ppC49p7m5GbNnz6ZSnK+vL3eBVFFRwU28SVBbW+vUA9EdW5mnkNpA+hoJCQmyTNWjR4+WOZO4whlNIJ6qsEwmE06ePIkdO3Zg37590Ol0mD59OmbNmoXU1FS3DOL9TSC1tbUi18fi4mJZjiTysbLZcgl27NiBxx57TFTkKDs7G8eOHRMFHbJob28XeSTxPjRWuiCpQqQEwuqKpV5VQM/zJ0Z8oEeNxB7DShJk0rTZbPjggw9kEdakTV4xJ/b9kODKP//5z3RbeHg4zjrrLJF0qTS5TJ06lUuqvPgL1uC9Z88ems5c6tZJ1DparVa2sj916hT27NmDX3/9FatXr8aOHTucppJhye2BBx4QpaJ3BfLtsGVpybWkZC6NX7nssstEfWfjdBwOByVGMiakz/err77i9okQSHNzs8ztl0gSBElJSdi8eTM1sPNq1RDs3btX8R13d3fjkksuoc4N0gVZf0gJpJJjf2H27Nmibw3oWUR5mhXktBNIfxqb3ZFAHA4H6urqsHfvXmRnZ6OlpQUjRozAggULMGbMGI+jd0kupd6goqIC1dXV3MlPahw/cOCAzHd7w4YNAH7/2KSeOETnS/Dbb7+hs7NTFucA/P5+PvjgA8X+arVakQrIbrdj+/btOHnypOL7ZXXOpC979+4VkQx7PskbRsC6e0ZFRVHvII1Gg5kzZyI6OhptbW0uXVvJR8S+5+joaHz55Zc466yzROfxxtKvv/6KCy+8kHuPLLq7u0XSwJEjR2TBj7z+SVWklZWVmDt3Lq07DkDRiMuLwfEkhkIqbQC/PwMytpTGOollAHoCWqUk9+OPPwJQNsKT/VKQe+3q6sKKFSvopO7j44PW1lbuGCbXGDNmjGJqkKNHjyqO1eHDh+Pdd9/FokWLAPTYZsh427FjB9555x3ueb2BNEFnX+Ouu+5CXl4e1q9fj+PHj+Ojjz7CG2+8gdtuu82jdk47gfQnnEkDpLzptm3bcPToUYSFhWHevHmYMmUKEhISvE4h0BcSyNy5czFs2DCRXYFAahwvLi6G2WwWrVa6u7thNpu592A0GvH111+LttXW1iIhIQHPPPMM1fOzk4Zerxe5pkonDVL4i0VBQQFuv/12WfJGNsUM+dtischqVwCg9d0vvPBCXHjhhYq5ulhS1ev1+PHHH7Fo0SJZ3XYCdlttba1ijEdvIA18vOqqq0TqE7vdLiIUZ+eyMBgMKCkpEd2zdBImk1tISIjMr//rr7/G9u3bsWfPHhw6dAgnT55EbW0t2tvbYbFYRNeTGsx525QIRKfT0X3Hjh2T3QeJ22AlEEEQcMMNN+DKK6/kuqADvxvZU1NT8fbbb9OaI5dccgmKi4sxfPhwzJkzB6NHj8ZLL70E4HfVqdVq5SbXfOWVV3DHHXe4dDIgfR09ejS9N15Kk75AfxvRp06dii+++AKbNm3C2LFj8cQTT+Cll17yqFwA8D9AIOwAt1qtqKioQG5uLnJzc2GxWDBhwgTMmzcPw4cPV6yM5uk1e0MggiDQnE+srpiAJRCtVovOzk5s3rwZF1xwgei4wsJCrgRSUFAgmrjIIN21axfOP/98GihGPgyNRuOWmyIpI0tw6NAhbNiwQZYnirwPUrMBAK644gp89dVXMoJwOBw4fvw4PvjgA7z77ruKNhrWC8tgMCAtLQ3Hjx93u86HEjF5gqysLKSlpYlSxxCcPHmSa4RVcrVmC2tJHRHIeayBWTqJEyM8Gy9DcOLECWRlZSElJQVBQUEwmUyoqanBgQMHsHPnTmzfvh0FBQU4ePAgdTAQBIHGuijZQKQgGRkAfhp6YlMgY0Cj0aC0tBSfffYZVZeyEyh5vzt37kRMTAx1bybXGDlyJNLS0tDS0oL9+/ejuroaP/zwg+gaSrngdu7c6VYgIWmHrY7ZX2qmgahGeP755+PAgQMwmUw4cuQIbrrpJo/bOKMJhKiTmpubsX//fmzduhXV1dVISkrCwoULMX78eGq87Cu4SyCHDx/GiBEjMHz4cJHXzfHjx6l6xmazyYx3999/P84//3wAPSvNkJAQ1NfXy1ZPUnUQwYQJE/D999/jhRdeANCjw128eDFV4fDsJu7cDyE9AjIpK53rcDhE971v3z7ccsstuOiii+g2X19f6s3T3d3NddMEeoyY7ETW3NyMnJwctwnku+++c+s4Hm666SYcO3YMJ0+eRHNzsyx+AuBnBADk2WsJ2GdGbAXs+9i1a5ei5w+rouFFddfV1cFsNiMuLg5Dhw7FmDFjMHnyZMyZMwfz5s3D5MmTkZqaipCQEDp+iDdTdnY2VbvV1dWhurpaZPBnodPp6OS+dOlSWRR1dHQ0bDabiEBYl9u0tDRERkaK2gN+r6P+0EMPAfh9Uif7WWIlz5f0Q8lATMjRXQJhjfH9JSVYLJbTXtTKHQwKAukPOwjJhFlSUoKioiL4+vpi5syZmDlzJoYMGdKrF//dd99h2LBhyMjIkK3A3CWQHTt2oLKyElVVVSIvDqmKSjoJXnDBBTThXFpaGr799lvMnz9fVufh22+/5eq7fX19ERERQVVLOp0OGzduxFlnnYXW1laZ1OKuNCU9rqKiApWVlYpBi4IgiGwAe/fuxbnnnovbb7+dbnviiSdo/Y3i4mLYbDaulNjZ2SkzCO7evRt//vOf3Yp9UMq/5Q4++eQTkX2ITTsO9IwHad+Anvv997//zW2TPZdIgux9kLTyPBUl64WlJDkqkY+Pjw+Cg4MRGxuL1NRUal8ICwvD/PnzMXXqVNGk1tjYSFf10uf87LPP0qDQsWPH4t1336X7Hn/8cRQVFYlW8lICEQRBpH6TOiqYzWY0NjZSciD9YiW9qqoqtLW10cleSS1WVFTkEYGw99pf2XJJTNRgx6AgkL4CMYjv2bMH27dvh81mQ3x8PBYuXIjRo0cjJCSkT65DJJmysjKRaybgPoGwq2nWO0eq1uCtosmgJfUL2Hw/BMXFxZg9e7bsXPLBPfnkkwB6JIfJkycjODgYWVlZsg+Cdy+uBjb5EP/73//KanEQGAwGEYEUFxfDbrcrViOcNWsWjh07JstoS46Rehft3r0b48ePd8uhgRTw8nZ8sBNfeXm5TBrjJagjkfDffPONLD8Z2+fRo0cD+P2dr1u3ji4geKkt3Bl7SqozKVh7B0kESJ730KFDkZWVhfj4eADylXhhYSENSj18+LBoYeTr64vm5mZ0d3eLCIQd62VlZSIy5Nmp2Cy9Op0OgiDIAgd3795N7+Mvf/kLbr75Zlk7J0+eRGNjo0sC4XmM9acEMtiLSQFnCIGQOhVbt25FaWkpIiIiMH/+fISHhyMkJKTPUyCzwUjSCd5dAmH1wmwbUgmE5JRiwaaRsFqtKC8vl6WsaG1tFa36CMjkxBrFSZrylpYWtyK53TEcjhkzBg8++KBihtX8/HyRiqWrqwuHDh2Sqc4uuuginHXWWfjuu+8QFxdH1RrEJVOr1eLPf/6zLIfP0aNHFT15pCgsLMQll1yi6MbM9ocH1gNNEHoqIbLH8ryt9uzZg7/+9a9YvXo1Lr30UpGti5VApAQ4ffp03H///SgtLfXYQxDo8SgipCTFCy+8gKlTp+Kyyy4DwI/xINuuueYaxMfHU4nLWeGjMWPGiIJazWYzTpw4gYKCAnq+VKUJiNWiPG+t7777jm7X6XQoLS2VBTDm5uZSkgkICBCluAF6JJfMzEw0NDS4LYEMBIEMhA2kL/CHJRAycebk5CA/Px82mw0TJ06kHkwkH5W7LrW1tbV47rnn8PTTTzudPAVBEOm0pZlX3SGQ9vZ2USBfQUEBLBYLTCYTfHx8RAkBSU4pFuSeOjs70dnZCb1eL7IdhIWFYdKkSXj88cdl17bb7TAajSKJhXimWK1W2UcMQJZugnd/rGpDo9GIIox54BmVWWM40HN/v/32G/bs2YNPPvlEdCxZfet0Ojz11FMyfb8gCG7ZNjQaDerq6pwW23IFaaS7Oyv8PXv2iNK0sOOBfb7p6em48cYb6f2S5xMfH++V+mTs2LFULUgCQyMjIzF8+HC88cYblHjtdjvXjZdM2A0NDTAYDHQh4mzM63Q6UX2M9PR0TJ8+HfPnz6cSDOs4QMDmD+N9x59//jlVkfr4+NB0I+xY3Lp1q8j4LV1MRkdHIzc3FxkZGV4RSH8a0VUJpI8hCAKamppQXFyMrVu3ora2FikpKVi4cCHGjRuHyMhI0cv1JBJ906ZNeOSRR7Bu3TqnGTZPnTolWr1LJQR3SGv37t2ic0g1QH9/fxQWFmLdunUAelZur732GqKjoyEIAg2eIrplnU6H6OhoxMXFidxlx40bp5iSwG63i8R6KYg3Fdu/NWvWAPh9IuF9NMSdksCVAZtMmOwq64033sCzzz5Lf7OTOlmpSnNeEfA8fZSkHxYkXYSraHJXYNVJeXl5oufHKyObn58vUsuwpMNKIBMnTsSLL74oinMh8CbeiA22KygogNFohM1mQ0NDA+2PIAg4fPiw0zgQAqKmcvadlZWVybIHSO/Fx8cHCxcuFLXDixpnYbPZ6Dtua2vDxIkTcf/994v629jYKCIQaZuscd4bAukvG4gqgfQhDAYDjh07huzsbOzfvx/+/v6YNWsWZsyYgZSUFMVVgCcSCGvLcDb5SQ3TNTU1ooA/ZxLITz/9hOjoaG6ZT/aaJGX1qFGjcOWVV6K9vR07duygqa2zsrLotQhJsh8NrzCTO/tImwBExmqyjVyD99FIJzZpXQspOjs7ceTIEZHq4/jx49T1EhATCMl6qvSRS5+pXq+H3W53OSkEBQWhvLwcy5cv75UzB3lexH2VtJWWlsbNSSZdpLCqy+joaAAQBTKypCLdpgTeBBQfH4+Ojg60tbXJ7ArsJJ+bm8uVCqTfk81mw6233krHxPjx42XXLCkpEbXNrqzJpKzX60U11jdu3OjW4o9IzCR1yqxZs0TOA5mZmdQVmkj5LFinEXdtIOQ78PX17bdAaFUC6SXsdjtqampQUFCAHTt2oLOzE2PGjMGCBQswatQoUWU0JXgSk+FMLcWC59nETv7OpJ7c3Fx0dXXBYrHgyiuvFPWT1d2SQd3U1IRt27ahsbERI0aMwMKFC0X3brPZ6D2yk3pLS4tiNl6Hw+E0Uy9JScF6wEg/kqVLl+Laa68VbZceo+S6StDR0SGrmyEFSyBmsxlFRUWy65BnLZ2ki4uLUV9fj0mTJjm9RktLC3fSk+K1117DHXfcobif9OP999/Hli1b6PuIj493K86EHUNkQcS+A28IhLUPEGRnZyMsLMylhJiXl8cNJPzLX/4iKwU8btw4eg0yobMLA3cIxOFwYMSIEXS7u1U7iaE9JSUFkydPRkhIiOi5HDx4kE78dXV1MqcXh8OBmpoaGAwGOBwOp89UKr30p5vtH4VABoWjMZkESbqK6upq1NTUwM/PD8nJyRg/frxTI50SlCbzgwcPwmQyISAgAJmZmTAajSIVhrOPa+XKlfD19aVlOnU6ncif3xlpsZPqiBEjaJxKUVERRo0aBYvFgpqaGtHEOWvWLBlZSjOhSgnk8OHDinU7HA4HfHx8RH76bN/JpM5zPCCT1913342MjAx8/fXXsgBCAtInZ3ma3n//fW5JWAJpze28vDxFFZa/vz/OO+88avfQ6/XQarUYOXKkyzKdbW1tMs8pKZzZNT799FM88cQTaGtrk7kZd3d3K6YsYVFfX4/KykqkpKQ4JQt2mysVD0mcyTuXF6/CIj8/n6buYMfW4sWLZUTKpsYJDAzERRddhK1bt1Lb2rFjx0R9VSIQNpsByaTgbPwAvz8Xnhsv0OO6SzIqZ2RkcDMz19fXo7OzEzabDdnZ2bSAFfkXGBiIgIAAmVt0f07wFoulTwKb+xuDQgKxWCwoKytDTk4ODQojwU1paWlekQegrMJauHAh5syZQ3MYFRYWigb4yZMnZd4cBHPnzsXDDz9Mf1dVVYl+KxGItF7Bzp076aC3WCwoLi7Gtm3bUF9fT33eSRptKaR6W6kKC1COATAajfjyyy9FlQUJQQ0bNgyXX345bZu9JxZkX21tLfWG4k1mrrzfGhoanKoYBUEQfaQvvviirKgP+T8qKkpU4c7TbAA8GwoPgYGBGD58uGjbggULnN6rNKcWwF+9Eun2jjvuQG1tLQ32BPgE4ipDAHF+YKP/CXip0gk0Gg0qKyu5iwlSJ4Rd1OTl5dFrREVFYcOGDaJx+/7774uuzd67tJImwfz580XeftI681KQb4J14yXXIYscXm6wgIAATJw4EcnJyYiPj8fUqVMxbNgwREREUJvr0aNHkZeXR1VhJJ5Eo9GgqamJSi99iT+KBDIoCGTfvn2or69HamoqFi5ciLFjxyIiIqLX+kWeBGK1Wqnhr6WlBYIgL6MJOJdCpKUmWbAEsmDBAoSEhGD8+PGoqKgQBfvl5eXRD7O4uBh6vR6zZs3C9OnTaZvff/89t9YzK4GQZ8RLecGbpEjacjbCneiFp06dij/96U8A3CMQ4PfJhReRzE480uf04osv4pFHHnG6ih4/frxIjdPc3Eyvwxr7y8rK0NDQwF3pO6u+yMKZWo+FNCuwFORZzZ8/H0CPrYPnbiu97/DwcMyYMQNAz/gKCgqiz4yX2Rfgv1+pN5wUra2tqK6uVkx/z7ZBIrfZ97hkyRK8+uqr1HtKp9MhODjYaYoTNiMuuT8CsjjkGbedJZXk9VkQBEyaNIn2gbTNEoiSGopIzEFBQYiOjkZKSgpGjhyJrKwszJw5E/Pnz6f9JuSp0+lw/Phx5OfnY9u2bcjJycG+fftw9OhRVFRUoLGxkabe9xQ2m00lEHcxZcoUTJ8+HcnJyX2qV+RJA/v376cv1GAw4OTJk9DpdKICQIBzAmHjQKRJBNlrEsPvqVOnZBNUd3c3PW7atGkYPXo0HZisCotHblICEQSBmxZj3Lhx9G/yMaWlpcFut4vSOpCP6osvvqAfLW9FJU3hDfw+YcTExMiOZ9VT0kn0sssuo1UUedBqtXjhhRdk74WsbNn2urq6UF5eLkrJvX//fpSUlChGH0uhlKVWGl9iNBq5wZHS+3jmmWcwatQotLe3c1OTz5s3T3QProjOXbUWq/bgPdvdu3cjIiICGzduxMSJE7nXIpJNWloa/P39Rcb4uLg4rF69mhL722+/jd9++02kSmJzZgE9AaWsUwWrEnv22WexdetW2SRrNptF22JiYqh0zAOpBrp+/Xr6DEJDQ/Htt9/SMeTj4yO7jrtGdDa3V0REBICeZz1jxgwsWLAAs2bNQkZGBmJjY6HT6dDe3k5T72dnZ2PXrl0oLCzEkSNHUF5ejoaGBqo246G/s/H2FQaFDUS62ugraDQa2YCRpnHYvn077rzzTtx22200Evnpp58WqXikYJMR5uTkiFxoyYTe2dlJV8tWqxWff/65rB02My0LNiU1r1gNj0Ck9RgAcSBWSEgIfH194e/vj/3793MHrslkouTlrgRC9vHSdSitnEkbztxsiRpTutonhM26go4dO5ZejzyP6Oho+Pj4cCOYfX19ZeqfPXv2cO0xl1xyCd577z3F+5LeG/k7KCiI2nB4E/knn3yCyy+/HNu3b0dUVBQ+/vhjxWJdbBvOXGql4E2I+fn5OOecc3DBBRdg//792LdvH12Z33TTTaK62EOGDFHMVEzGAJGS9Ho9uru78eijj8oIRCodswRCStNKQTITECQkJOAf//iHLB4oIiICra2tXLVYQEAA5s2bR7c7c+P1JJUJ2x7Q85z9/f0VMwNYLBYYjUZat72zs5PG0ZDCYMTe0tzcjNLSUpjNZpc2rsGAQSGB9Bd4KizpSpNIGuwAvOqqqxTLwQLi+AKphw2ZwKREFR4eLipaxK4upCQnJZAXX3wR//rXv+g2dwmERJgDwMyZM9HU1ITly5c79QoiMSY8kiD/81RYF1xwAZYvX67YLs976sYbb0RsbCzdxqopSAYBqVqK3BPR77PPkb1GfHw80tPTuUZ+aV+0Wi1MJhO2b9+OMWPGIC0tDdXV1WhtbVWshe0KJ06ccCpVSKXj8ePHK644iYOJtO9kG+u95AqsM4B00SadAMmxSjY9QL4I8vf3lxGIFFI3cGn6EUCeIJM3+QO/20bYNqX5sR5//HFs3LgRkyZNkrVB1ESeEAhR27njKabRaODn54fw8HAkJiZi2LBhGDt2LKZOnYp58+Zhzpw5GDduHJKSkuDv748TJ07gjTfewC+//IKnnnoK0dHRmDFjBu6++26X13IXjz32GDQajegfUUl6ikEhgfQXeEZ06cROXHY1Gg31+nDF/OyKSdqew+GA0WjEp59+Ktq+adMmUYW248ePY9q0aTSQi4BURSTo7OzEgw8+CABYvXo1IiMjRalMNBoNjEYjd/XMrvxYkpKmWGfBRkcT8KQHu92O2tpaeo2wsDBkZGTgm2++UWxb2gYg1oePHDmSkrNOp+MSCHFuICoUpdxdhYWFWLRoESZMmCBb4Uqlj+DgYCQnJyMzMxPXXnstDAYDXSGyJXadQTrJuoqD0Wg0VEJsbm7Gjh07sGTJEpft8whEyaWdN/Hv3buXqkfIfjL+pFLyv//9b7zyyiu44IILZAXFpC7C0kqF5P1ecskl2Lx5s+hcqcPB5ZdfDl9fX9HYOXr0qCz4kGdL4LkqSwmEzQnXGwnk3XffRXd3N6ZNmyZyw/cWGo0Ger0eer2eRuqnp6fjuuuuw+WXX465c+diyZIlOH78uFslFTxBZmamaHHkbUDkoCCQ/grGka7y2tvb0dHRQbdrNBpUVFSgvLwcqampdJA6e1ltbW0iX/JDhw5RQ1llZSVqamqg0WhkE4/U7kBcack+gr179yoSWG5uLs477zzZeX5+fnjkkUdw11130WP9/Pzg5+dHJ3j2GqwNR4r9+/cD6PmgVq5cCa1WKzPmnTp1Ch0dHfDz86NSQ3x8vFsiN+uyTX4rwW63ywiEuIZKvbAIyO8rrrgCNTU1yMjIkBGI9JzAwEDU1tbirrvuwvbt22lNFKDH04zEISmhsLCQOiK0tbWhs7PTqZcTASuh7NmzxymBELiKA2FVaLxnazKZUFRUhGnTpskWV1JHCLKfVxnTWW10VgLhpeCXTlYrVqzA1KlTKYHo9Xq89tprInUVm7mXxSOPPAKtVktjedhr8+yp0jFKSiO4E4k+c+ZMp/v7EhaLBaGhoZg8eTImT57c5+37+Ph4LXWw+J9SYYWFhaG6upqKgyNHjsQjjzxCDcxkonQ2EUoT5dntdrz99tvUVpGeno7AwEA6EbOQpmkgHxJ7PWfxBkTdxlNhDRs2TGTwveyyy0R2HHaycOZx1Nrail27duHAgQP44IMP8N5774mKSwE9k9DEiRMxe/Zsus/hcNC4AQIScDZ9+nRKZNIVqlIwoiAIMJlMinYBpfgTtg13XXPb2trQ2tqKlpYWmYrz0ksvlXksSSdAsmgAemw0hYWFIrUMb2JiJRBXfWUJV5pxgP2fHAv0BD6y+dHINe+44w6akFJKIGyUNnudU6dOyciKrYV++PBhUdAhO4mXlZU5taFJ2wP47rbTpk3jStkzZ87EsmXLqBOHVO3l7DrA784f7kggA4n+TmVy7NgxJCYmIi0tDVdccQV3keAOzmgC4amwtFot1btPnDgRDz74IGViMuCcEQhv8i0rK6Pux8HBwRAEAR999BGWLVvG7RPQM5B5BLJ69Wrcc8893GsrEQjQ41556aWXio7nifVAz8fobFWzb98+BAcHw2q1oqysTCZNDRs2jOYdY1eg0omViOV79+6lrtOkv64kEEEQEBQUREvsSsFWy2PPYX9/9dVX3ABBkiqEPY+AVyuDnYgWLlwoy221Zs0aunofNWoUJk2ahAsuuICOK56Kafv27SIV4+7du9HV1SUar52dnbBarejo6HA7Ep1NOyMd+zqdDk888QSNY3Fmp2AJpKurS1ZrnJx7xx13YPHixbLMveT3jBkzZMk4eYWdXKmr0tLSuOVopeow9ltyJoEQhxnWjXewEUh/ufFOnz4d77//Pn788Ue8+eabqKurw6xZs1xmhuDhjCYQpUh0JUnDmQRis9lQVVWFhIQEWd6lxsZGkUeGVqvF2WefTQMVebDZbPQcqbfJwoULuecUFhaiq6sLMTExOHDgAA4cOCBS00k9UZQI5JprrqH1QHggJU23bduGuro6majLM6KTCHele5WCNyGSvx988EEaKa30UfMIRJpf6u2338aWLVtk50ojfNlJiOf1xmL58uWy1CcOh0PksBASEoJXXnmFBphmZGSIjg8KCsKdd94p6ntnZyc+++wzZGdnIy8vD8XFxVi+fDmioqIwYsQI7vPiBQiyx7mb6oQHKblIJTP2nXZ3d4uKLbESyOuvv04Tbc6aNQsbNmwQeUbx+kLUplu2bKEuuDqdjqvCko45pYh36X5CIJ4Y0QcS/SmBnHvuuVixYgXGjRuHxYsX0+wNUm9DdzAobCD9BaVIdDJopAOSDEZ2e2dnJ7VtBAQEYOnSpbjhhhuowfE///mPqBC90oROwBoueRIIoJys0G63Iy8vD4sXL6aeN6WlpYoEwnrVSCeLDz/8UHYNoCeJHfm4pk+fjtDQUGrzCQ4OxqxZs7h5sngSiJLqhhwvPYb8/f777+PZZ59Famqqop6W5yLLi93hTTrS5826Ch88eBBdXV2KhukHHniAuxLmgfSNLc0K9LwnaQEw0q8ZM2bAYDDAYDBQkrRYLLjmmmvg4+ODqqoq2Gw2BAYGylRYaWlpiIqKwp49e7gSiPR9OPMSczgcojby8vJw9dVX0/2suouV/IgjitQmAvQE1q5du5Z7PXZ86nQ66HQ6zJo1i36rOp2OW6JXOuak7UgRGhoqcmb5X5RApAgKCsK4ceMU0x85wxktgSitwpRUVWxqkaqqKuTm5iI3Nxd2ux1TpkzBrFmzMGTIEFHNDmmAHHtN6QCWFubhSSBsP0h77LnOClix55EJgP3N/r1x40bpYwEATJo0iarjpHXShw4div/+97+iAEXWjVOqTuB9kKSvF154ISZNmkRVWyxIqVJnQYBtbW0YO3YszUwM8JNg8t6/MwKw2+1O7RGuyMOdSYh4sUmRm5uLgIAAREVFITQ0VJQLLDY2Fg899BCysrIQFhYGq9WK5ORkJCUlUUcDi8VCSaG2tpZOuMTGJ13QKNVkJ5CmK2EhfW8rVqzA66+/TscMSyA8TykplCZ+tp2+kEAeeOABHD58mNo+WC+svi481xsMJIGYzWYcOXJEpmp0B2e0BKKkwuJJGsDvgykvLw8TJ05ESkoKEhMTuS+STNzSCYVHIOHh4Whra0NwcDDVybMSiFJ0LNCjAiCrtrvvvhvnnHOOrC/uqLBYAmGLF0kRHh4uE51ZNZX0ebIEwiNTJZDAQ14ZWfJMSQCWFEFBQeju7sY999wjUie6U/+DbV8Jubm5impEV1BSJ7FQsrFNnTqV/p2TkyNq68iRIwgMDBQVZiJlfEnaFB8fH2qreOWVVyjRk+tnZWWhrKwMgYGBCAwMVLQvAT1BhHq9Hh0dHTTuwWQyUalW+l4MBgNWrVpF75v10vKUQHhBgTqdjrvYcCaBOJuAP/roIxgMBjppDkYJpL9UWH/5y1+wfPlyGij65JNPoqOjQ5Ruxl0MCgLpTzdeVyosu92Ouro6VFZWUkIZNmwYZs+e7bRfZJ8zAiHXSUhIQFtbGxISEuDj44Pm5mZFGwjQY3wODAyEwWAQJZJcv349tx/kemzaD54NhMRuSH36WfAm9HHjxuG+++7jTrwbNmzA448/jtjYWNl+3ipb+j5c+bezkdB6vR4WiwUxMTG4/vrrZQF0OTk5iI2NdelO7IpAXGXvdQalGvAslPrHPnuStJDgyJEjTh0O2P+BHvIlkyNbCKyrqwuNjY0wGAzc/GUEMTEx9P29+uqrWLFiBR3PJpNJpk4iharIN9dXEghbDIo3Vjw1ohNIU+QMJgIRBKFfCaSqqgqrVq1CU1MTYmJiMGPGDOTl5SE1NdXjtgYFgfQXXBnR29vbsW3bNuj1eqSkpCA0NBTV1dUICAhwOZjcIRBWv0r6QwaF3W5XVKVlZmZixIgRKC4u5uaf4vUDENdgkKqwuru7sW3bNvj5+TkNjuMR7oQJEzBhwgT88ssvsufJ6pOlecFIn4kExtPLWywW7nYCVk9P3Djj4+O5ZMorWcqDM4L54YcfMH36dJdtKIGNsWHfe0JCArV7OIvzIfY0aSDi8ePHYTKZuLYZch12Uq+rq5NV0AsODhalfXFWA76rq4u2t3btWhiNRlxwwQUIDAyU1XrR6XRoaWnBsWPHMHLkSBkZ8CobSkHOCQsLw0033STbrtPpZG68JIqaRUREBG688Ua89dZbHgXHDSYCAfpXAvn444/7rK3Bo/TrB0htIKR4DPF5JnXU58yZg6FDh9IX5m5AHADuoJYSCPkIpIZz8kHxrsfqZsn/Sm6bvBgBu90uIjdyr7Nnz6aqDx68yRzK9oUFUXeQCXnJkiWy9A8Oh4N6NfE+YJ4Kq6ysjJu6BQCt963UJ0CeIJHF6NGjRStXQRDw97//XfF4KXgSiEajEa3uBEHgqleInaGxsVFUn0av14vKt0pBJmhWxWOxWHDxxRfj0KFD1J2cjanhTb4swsLCRONn7969KC0tRV5eHoxGo8iRYujQoVixYgUsFossjQmbj84ZgbDp4O+88066nSUQ6QqZ139/f38qmf7RCUTNxnuaQcTprq4ulJSUYOvWrTh+/DgNcNPr9aI66u7EgbBtA3ICYaUeKQlICeTuu+/GK6+8IjIEE0ilF4A/uSsZ7RsbG0XBdn5+foiMjERFRQWqqqoUPxZnsQGuXEOVjOjk//Hjx3M/ahIPwVNR8PpTV1cnqv3BQppCZujQobJVuzQOhAWb5h7oWfmz0g4vYR7BmjVrcNlll9HfSjaQoKAg7jsvLS1FU1MTIiMjsX37dpp9NioqCkOHDlVMI0+uI7URHDp0CCkpKTTZpzQlurN37ePjQ6sLAj1qD5LWfPr06aL3OH36dNx4441oaGjA9u3bRcb5pqYmKsm4o8JSsmkQzyzgdw2C0hiWpjJxByqBeIczlkAcDgdaW1thNBqxa9cumEwmZGVlYe7cudR4qFRhzJ28M8Q1U6pLZe0uUiM5q7ay2+1Yvnw51qxZIwtMA/iZepWITRAE6m5M4O/vTyuxsX0oKytDVFSUyBjLojdZkV0RiCAIovQrBIRAyPnp6ekAlHM8Afx0LGazWTaJLly4UPY+ExMTFau9KeVKI2Dft3SCeuGFF2jMA8CPyYiMjER6erooXQrwe1LIu+++GzqdDllZWZg2bRoAYPLkyXjppZe4hanY60jVliSrgZIKydVigSWQwsJC2n5gYKBoXCYkJGD27NmYP38+Jk+ejPDwcKxYsQKXXXYZmpub6UKGpDc/fPgwTp06JaoEyCYqZDF58mRMmTJF5LZM7uNMJ5A/Qjr3M45Auru7cfToUWzbtg3V1dXQarVYuHAhsrKyEBUVRZMmAsrxF+5IIIRApPWheSosMvBZw7mra0ilF0AugTgcDpo2Pjc3V/TxSe0BpA/z589HZWUlFixYwL2uMxWWNxKINP340KFDaYlQAkIg5NmQTMhjxoxRnAR46hwyybFoamqS2anWrl1LSUoKaSCh1BbBPmPpCtHZBETcozdt2oRdu3ZxVXlAjw1Gus2VXYeVilhPOEKG3hCItMpeW1ubKE6AF0xKvLXCw8Nx33334a233sLMmTNp/YzU1FQkJycjICAABoMBlZWV2LdvH7Zv307tKjabDeXl5bQY0+bNm/Hbb78hMTFRpgpTei6s4d1duJMLayDxRyGQQWFE7+2LczgcaGhoQGVlJVpaWhAXF4cJEyZAo9HQan8slCQNTyQQJSJwZgNRSl/irH0egZhMJlRVVaGyshIOhwN6vR7Tp08XxYjY7XaEh4cjJiYGWq0WY8aMofu0Wq3iCrw3Kizpe3zyySexbNky3Hffffjhhx8gCAL1cMrKykJbWxtuvPFG7Nu3j+v5NHLkSJx77rl44YUX0NXVJbp+WVkZmpubRQTOiwNhq0ASKFUvBMTeRIIgyOJuWKO+s8qEgFgCefbZZ7n7CMi7NZvNaGpqQnR0tEwFpvSd/Pzzz2hvb0d+fj4ee+wxtLW1ISgoCMOHD0d3dzc3aBNw/q55QYZ5eXlUcnr++efx/vvvY8eOHbKJXLqaJ/cWFBQkCwwlHkfsIqKjowP19fWUxPz9/REQECCLC1J6HkOGDMHChQtlGQCcYbBJIBaLRVVh9TcMBgOVNo4ePYqoqCgsWLCAShtsFCwLJaKIjo5GQkKCW8zvCYHwJBBXxmppTiGgJ+13UVERsrOzaSDd8OHDERgYCL1eL3Pbvfvuu1FZWYny8nJ89NFHovaVVm99qcKSTlxs26Svy5cv55Z8BXo+6nvuuYd6eknfpTTxJC8SnRfxffDgQcVrJiUlUffWo0ePygoquVsi1xWUsggDv0sOrlKREPj4+CAqKgrLli2jks1bb72Fr7/+GkFBQVwnC6Anjfrjjz8uUmeSWA5esko2mPDyyy+nkqJSSn0CqUqXhUbTk9KcSFEBAQEYN24cpk2bhvnz52P27NkYPXo0YmNjERYWhvPPPx/Dhg2Dj48P/P39adqXY8eOobq6Gi0tLVi+fDm+/PJL3H777W48vd/7PFgIxG63KzpaDDYMCgnEE0iljdjYWIwfP56qp1i4igORTv5K0dk89FYCcZdA2OMKCwsxZswYzJkzh04UlZWVXCO6KyJQMmj2pQpLqjphz+W5QYeEhGDo0KF0MlFaORPk5ubSdNxms5mbCDE4OBhhYWGipIrNzc2K6o2ffvqJxmPwanrwMsJK74nAVcJIJZC0/bzzOzs74e/vD5PJxI3ZcTYWpO9n0aJFWLRoET788EP6fGbMmIFNmzZh9OjRKCkpoUQSEhIiW1g5867iSSDOngOPZDQaDS1LEBERgaSkJJpHy+FwUJsXqfRH4ltMJhOVsknQJPu3r68v910NFgIh3wRrJxys+MMQiNFoRGVlJaqrq6HRaJCSkoJx48Y59YpxFYnem5KRrghEEASuBLJ69WqcddZZIgM3D2Qwl5SU0DZnzJjBNdrzVpiuCIRnr5C6YHoKvV6Pt99+G+vXr8fx48dl/SIBZg0NDVT9c/jwYaxcuRIrVqxAeno6EhMTqYeVq76wmZELCwthNBrh5+cnIqWsrCysXr2aJjZctWoV7rzzTreibqXxDt7CWUoXHqSVANnzV69eTWOX2ASO0nZ5SRc98bwLCQlBcHAwJZDS0lJFuw1PAuERiDdeWEogBEFSv0j7xZaQNRgMaG9vh8FggMVigY+PDyUU8j8JtB0MIJoRVQLpJRwOBxobG1FZWYnm5mbExMRg7NixiI6Odmu14GkyRU/gjEAIpFKEzWZzKlYLgoCmpiZUVFRQVUlSUhJ0Op1TsuOtOt2VcNh+uyIQVxKITqfDlVdeif/85z84fvy4rK3W1la6qier2bFjx2L27NkwGAzo7u6mHzvQY7/YtWsXJYSYmBgarDht2jRRvZOpU6fit99+wyOPPCJSZRmNRpHeferUqSLyZgP8pHj55Zcxe/Zs3HzzzW4/AxbOjnO2r6CgAE899RRVLbE2EJJx2GKxoLGxkeZ0krbLW0y4QyDs+ex23mSmJIFICcSZCosgLi4Oy5cvd1pK2l1otVoEBQVxS87abDYZubS0tMBiseDAgQPw9fXlSi0BAQFeV+3zFORbV43oXsJoNKKqqorGKyQnJ2Ps2LFOpQ0elD72gSAQVgJhCYQHq9WK6upqVFRUwG63Izk5mdYs8ff3pwTiKg5kwoQJ+P777/Htt99i9OjRTvuv5HLbGxUWAVE7AD12KrKKNRgMyMjIQGxsrEg8Jx87mQxJ3EJMTAwyMzNFqfIJVq1ahXHjxuHgwYP0Ix85cqQo/bfdbkdERAQmTpyo2NeYmBhFAtFo5JUlWTJ3Rj7SdlzB19dXNB4///xz3HDDDaJjurq6RLU08vLyZHXoeeoqJRuI9BwWbA4rgD/5u7JtELgjXUybNk0xQ3RfwsfHByEhITL1386dOzFmzBjodDpKLGzaF7vdTitwSoklICCgTxMxEjWpSiAeQBAEKm0QL5TMzEzExMR4rZtkde9sGykpKcjOzu6VjtEVgfCy7Uon546ODlRUVKC2thahoaEYMWIE4uLioNVqad9I7IjZbFYkEAJ/f3+cddZZivECLKQfM5kweqPCIvjuu+/Q0tKC8vJy7Nixg7YZGxtLpQGeXUQKjUaD8PBwGgAXHR1NjdqjR49GWloa1YG3trbCYDCIMtgCPTYD1iDsigCl+1nPLo1GI3rfiYmJTgnEEwkkPT2dJpgEeuw00ok/JydH9H6cEQg7Lm677TZceumlMvWn9By2X1IJhDdBuiuBeKqeOh0gRuuQkBBZjJQgCLBYLDKVWG1tLYxGIwRBgL+/v4hcyP/+/v4ez19Wq1UUbjCYMSgIpKurC7m5uRAEAcnJyRgzZoyim6knYKUB6UTbm3xHgDKBsB9TaGgorr76amg0Grz//vtwOByw2WxobGxERUUF2tvbkZiYSOtusFiyZAni4+ORmZnp1PDuiUqF10+SoJCgNyosh8OB2tpalJWVwWQy0XdJvHd4RnTe9dj3BvweOb5o0SIaQBgQECBT3wByRwiz2SxKe1JWVoYDBw5g6dKlGDdunNPMxCaTSVTTm8QvELBqHd4kQSYkdyRnqYqotbWVqjFJ29I667zyxzxpIz09XTHuBXCPQHj3p2Sc98QLa7DAmRFdasyXnmcymSixGAwGNDc3U2M+AK7UQjwnedckUeiDxajvDIOCQIKCgjBmzBhER0f3qSjIGm/7Otf/qFGj0NzcLEuLwU6MMTExePPNN9Ha2or3338fALB161bo9XoMGTIEkyZNUjSUsUbe/iAQ0mZWVhZ2796NiIgIREREePWRm81mVFZWoqKiAr6+vkhNTUViYqJM9cSbkJTye7H7PDFCk/6TcyIjI0VpQ6KjoxEWFoaLLroILS0tePzxx0Xnl5aWIjY2ln7sJSUlyMjIgMViQVBQEAIDA6nxOi0tTVYng8UNN9wgU0O56j8LQnxKBFJUVASDwSBKUeLK3sED+15WrVqFZcuWwc/PD5MmTQLgWvXlSgLZsmWLLDv0YIO3XlgajYaqsaSFwxwOB0wmk8hTjMS3mM1m6HQ6GbFUV1fDYrH8IdRXwCAhELZOeV/C2STVWzz99NMurykIAtra2kRpN0aNGoWUlBSPBmt/SiCkH5deeilefPFFp+dIr9XZ2YmysjLU1tYiIiIC48aN4zo48NRVzlRY0n289+jtOw0KCqI2luPHj8ukA19fX6qekNZxDwsLw6hRo2gJ0N5AaZXOgiWQ9vZ2HDhwgO4j3mZ79+7F3LlzZe16smBiSYc1PruKhHfXBsLmsRqs6A83XpL2RZqDDOj5llmpxWg0orW1FTfddBNOnDgBX19fzJ49GyNGjMDIkSNx5ZVXOpUivcXTTz+NBx98EHfccQdeeuklj88fFATSX2AlkIECGYTV1dVUR8q6GbLJG91Ff0ogBO4+I0EQ0NDQgPLycrS2tiIxMREzZ87kxiSwfZRewxMVlicSiPRcVxODdF9aWhpVJwqCAKPRKPKCYqPPWXuLRqNBY2MjXUm6msCl/SeR8T4+PlQtSgzmRIXy2muv4bPPPsMvv/yCyMhINDY24tSpUyIC6Y0EoqSKUroXZzaQPxoGOg6EpH2R5nvbt28ftm3bhptuugl//vOfcezYMZSUlIjimPoKBQUFeOONN2g2bG9wRhNIf0ogPBgMBvrRV1dXY+jQoTSHT3Jysqg2gid47bXXYLVa6cpZit5IIDqdDrGxsVyXRxY2mw1Wq5WmGR8yZAgmTJjglqjtLJCwr1VYSsF8rs5TaiswMJC26efnJ0pjLtWHnzx5khpVWdUE+0/6vDIyMlBSUkLHBUndDojTsAQEBGDZsmUwmUz45ZdfkJmZiY0bN8pWt95IIJMmTcIPP/wgO2fatGn45ZdfPJZABlNQnjsg2oLB0meSVWLVqlX91qeuri6sXr0ab775Jp588kmv2/mfIJD+lEDY2I2mpiZac2HSpEl0UtbpdLTUqDdgM7xK0VsPtYkTJ+K3335TPM5oNKKiooLm3UpJScGoUaM8mqB4kqA3EkhcXByioqJEHkpSEOeLpKQkkcuru/CEYKT2q+nTp1OjKlFNGAwG1NXViYLYAgMDaboUYkMLDw9HVVUVQkNDYTAYsGzZMuj1enz55Zeid0z6RwhKCm8kkA0bNuCHH36QEcGGDRuQlZXlMmuBq0j0wQ5vMwb0F2w2W78HEd52220477zzsHjxYpVAnMFbFY8rWK1WmtDQbrcjJSUFmZmZ8Pf3x08//dTn11NCb20gSnEfbW1tKCsrQ319PWJjYzFp0iQcOXIEkZGRHjsk9JURPSwsDCEhIU4JhEyqiYmJqKiokK0snfX9X//6l2Kae1dg1VxKEdI2m42SCpmUiUqMpE4n0sfZZ5+N6upq2qb0GSrdhzcSiBIRuPKeOpMkEGDwEAgxovdXfz7++GMUFhaioKCg120NCgLpzxenlM7EW5DYjZqaGoSFhYliNwj6i7R46K0NhJ3UHQ4H6uvrUVZWhq6uLiQnJ2Pu3Ll0Uvb2WV555ZWYO3euyFHC2QSnRCDuXNvZWAoODhaVS5XC03sbOXIk/vSnP+H1119363gfHx+EhoYiNDSU6r4JYbHPGADNSAv0xIQ4HA4cPnwYzc3NAH6vce+tLYt3jqc2kKVLl2LIkCGy2vR/NBvIYCOQ/iwmVVlZiTvuuAM//fSTx4HZPAwKAulPKKUz8QRkYmVjN2bMmKGY0bWvScsZ+kICIdJUeXk5NBoNrdvgST0FZ0hOThbVTif9BjxTYbErW1f3HBkZiSuuuALTpk3zyIjuCTIzM3HzzTcjMTHR43b8/PwQFBQkq21BCCE9PR2xsbE4evQoxo8fTyUbElvQ2tqK7Oxs+Pv7U/fiwMBAKsF444XlKpuyFDfeeKNim4NlMnYH3kht/Yn+VGHt3bsXDQ0NmDx5Mt1mt9uxfft2vPzyy9S92F2c8QTSm8ncZDKhsrISVVVV0Ol0LmM3WAyU51dvJZCWlhZs27YNoaGhNG22s4CqviJGZ268xO1T6mrsjmqE7E9NTaU1OE6ePNknfQZAC2IRF9/g4GDcddddHrfz97//HX//+9/x7LPP4pdffqHbWdJcvXo1Vq9eje7ubuzZswdpaWnUxhYbG4tZs2aJbC2NjY00KJQU3CLEQkiGl9NJaQJ1p5Y5D6oKq3foz1ogixYtErmDA8D111+PjIwM3HfffR67W5/xBOKpBCIIAlpbW1FRUYH6+npER0d7lMARGFgJBPBMZSAIAlpaWhATE4MrrrgCkydPxrRp09zS/fclgTiTQK699loaSFlfX09X1YIgoKamBgDwyiuvYMaMGYrt8rb1Rd8fe+wxZGdncwtgeYOzzz4bERERyM3NFX3YSmONnez9/f3h7+8vCmAjXl5jxozBkCFDKLk0NTXRnE4k7Qb5R1K9SK/pbQS5qsLqHfqzGmFISAjGjh0r2hYUFISoqCjZdncwaAikv+wG7rZrs9lQW1uLiooKGI1Gmf6/P67ZF3B30NvtdppmxGw2Y+7cuVi9enWf6EG9wQMPPIDrr7+eRjsrYdGiRaioqICfnx/Gjx9PVTjOIsCB/p3E+rLtSZMmYdKkSaJ69oD4vfICKJXeO1E9hoeHU2mFPZfkdGKJhXgI2u12FBQUUGIhmY+9Ue0MlsnYHQw2wvujVCMEBhGB9BdcSQPd3d2oqKhAdXU1AgICkJqaioSEhF5Fzg4mI7rZbKZuuHq9nqYZ8eb++vK+5s+fD6vV6jT7L3GRBsTVHIEeG4Cz9Bi8fvK2+fn5wcfHBz4+Pqf1o5X2zZUEorTfmQegUk6noUOH4s0334QgCEhNTaXkQhJFWq1W7Nq1SyS1EJWYn58fN/bmj0YgrKfb6UZ/GtF52LZtm9fnnvEEwlNhkYmpvLwczc3NiIuLw+TJkxEeHt4ng2gwEEhHRwfKyspQV1eHyMhIxaqNpxOdnZ2YMGECAODLL7/EuHHjRPtPnjxJbQ12ux2ffvop3WexWHDkyBGZ2P3zzz8DAL7++ms8//zzAJyvhtetW4ePP/7Yq/735bNkI+d5bUvVcH1p8A0PD8fll18u226xWBAQEIDQ0FCMGTOGEktLSwuqqqpgNBpF6TrIP1cLg8GGwUZ4A00gvcEZTyCsBGKxWGjdDRIU502dEVc4XQQiCD0p8cvKytDW1oakpCTMmjVLli6hL67lDmpraxESEgKHw8H1WMvLy6Nqkp07d8oIRFrjfOvWraLfOTk5MgIhBvPa2lpER0dj+fLleOmll7B+/fo+8yrrDziTQDxRYfUlsrKyROlapJH3bOU/UgyspaUFXV1dOHbsGMrLy0XSCvnnTYrz/oTD4RhU/elPG0hfY/B+UX0EjUaD7u5uHDx4kMZujBw5Uha70dfXHEgCcTgcKC8vR3l5Oex2O1JTU5GVlXVaB6HD4UB6ejoEQcDFF19My9SyYAliz549on3Tpk1DaWmpaJs0mj8nJwdr166lv81mM80pBfQsGIqLixEWFua0EqQrpKamoqSkBFqtFhs3buxTry4Cd8eLN5Hm/QW28h+bWn/v3r2Ii4tDcHCwqF5LdXU1zS0mTfVCSOZ0kLwqgXiPM5ZASOxGd3c3jh075lbSv77CQBGIwWDAqVOn4HA4UFNTg+HDhyM+Pn5QEGNJSQk9VmogJmCLNbFRsQ6HA8eOHZOpHh0Oh6hyH6khQz7+wsJCWf+qqqoUbSXuThrr1q3D5ZdfDr1ejw0bNqCtrQ1ardZlXXtP4MoG0p8qrP4AMeSzucMAsdRC/rW1tcFgMNCVNy+HWEBAQL9N8iqBeI8zjkCksRt6vR7p6elISUkZsD70J4EIgkDTjDQ0NNB0GTNmzOj3j8CT+2LJ4ejRo7KaLN3d3di3bx/9Te4nNjYWhw8flunQdTodVTl+++23mDdvHv7v//5P9PGTeussTCYT11biDQRBoAkOHQ6HywSUniA9PR1z586lNc8HgwrLWzibkJ3VK7darSJ1WFtbG2pqami6Fx6xBAYG9nqyHWwEotYD8QK9mXSdxW4UFBQM+ODoDwJxOByoq6tDeXk5uru7kZycjHnz5kEQBOzYsWNQfQCAmEA6Oztx9OhRUZ32Xbt2yao55uTk4KKLLpLZPgDgoosuwjvvvIObb74ZALB48WIsWbJEdAzvPNJuXxAISZJI8Le//Q3vvvtur9sFgLVr12Lt2rWYO3cuKisrFd/nYFJhOYM3/fP19UVYWJgsJklamKm7u1sktfj6+spUYcTW4o6kNtgIZCCSKfYVBg2BeAMSu1FeXg6z2YykpCRZ7MZAB/WRa/ZVJLrFYqHV/nQ6HVJTU5GUlER1xSR9+EDAFTEWFBTQeuzSSWDnzp0YPXo0TCYTzj//fFRUVCA0NBRdXV30WX322WdISUnB999/L2ubrMiUggLZlNzSfVJbibfo6OgQ/d68eTPeeeedfvHGcqXCGkwTnhR9PR6dFWYiUgv5Jy0GpmRrYSfowUYgqgqrnyGN3Rg6dKhi7MZAGrT78ppdXV0oLy9HdXU1wsPDkZmZiZiYGKcTy+n+CHbt2kXtE01NTaLnkJ2djVmzZqGgoIBKCrfccgveffddGI1G3HHHHTjvvPOQkJBA03CwaGxsxKFDh6iR3GQyidRiGo0G3377LR577DG8+OKLIhKX2ko8xTnnnIOWlhZcffXVMntOaWkpRo0a5VW7PLgiiD+CDWQgx6KS1CIIgszWwqbVZ6UWoEfK6e7udqsYWH+DuE//EfCHIRDiolpRUYHm5mbEx8e7FbvRF8kUPYW3BCIIApqbm1FWVoaWlhYkJCQ4TdpIrkXOPd02kPz8fPr3rFmzUFVVRWtyELsGW9GPeDYBPfl40tPT0dbWhpkzZyI7O1ukLiKrR2Ibqa6uliUTDAoKokbbuLg41NbWYuXKlbjvvvt6dd9arRYajUZ0fwS//vprvxMI+8yVVFgPPfQQCgoKMHv2bDz66KN91h9vcboXMxqNRlFqIWn1WVuL1WpFQUEBBEGQJahkbS0DcV9Wq9XpNz+YMOgJpLexG6dDheUpgdjtdtTU1KC8vBwWiwUpKSkYN24c/Pz83LoWMDDpGJzdlyAIIiN2e3s7YmJiUFFRgfvuuw/3338/AgICRHWXi4uLRecDPUFtn3zyCe6++2689dZbGDFiBI4dOwY/Pz8MHTqU5n1KTU3FzJkz6STQ3d2N2tpamiuLJBVMT09HYGAg2traaEVAbyYBjUaD4uJiXHHFFSL7Tk5ODm699VaP21OCKwlk+fLlGDp0qKw+9jvvvIOuri6UlJRwCcThcKC1tRW+vr4IDg7u11X2YJCGnYFNqw/0SMsnT57E1KlTZcXA6uvrYTAYYDabaTEwqUqsr6UWVYXVB5DW3Rg1ahRiY2O9KmY0WCUQk8lE04yQCdLbNCqnO5/P0aNHaa0KADhy5AimTJkCABg1ahQVyVlDd0tLCw1ylPafvOekpCQcO3aMbmcnJpJMkC3cROJJ2A+wubkZFRUVMJlMdBIICgqikdQGg8EtN9GQkBCRBAUA+/fvd3oOD8Re53A48Pzzz2PNmjV0X3p6Oux2O5W2HA4HLBYL7VtmZiYyMzNF7TU1NVHVXkdHB4xGo0wFsm/fPixcuBBAT7oTXiLKvsLpHouegk1l4k4xMIPBgK6uLjQ0NMBgMMDhcDgtYewpmVqtVrcWj4MBg4pAiKdRRUUFOjs7+yR2YzDaQNrb21FeXo66ujpERUUhKysLkZGRXq+MBwpK92W1WvHKK6+ItjkcDmoPIeeUl5fLysyymXal12IhXZm7eqeEgKKjo2m6FLvdLlJdtLe3w2KxID8/n04erDqMrC5ZQj9x4oToOmVlZaipqUFiYqLT/rDYs2ePLO06wYcffkj//vjjj6nxn03jIkV2djb92+FwoLCwELNnz1Y8ZtmyZXjppZdwzTXXuN1nTzGYJRAp3JGYpFILe67ZbBaNK0IspLYGLxqfl1afwGq1DuqsCSwGTS8rKipQWloKHx8fDBkyBJMnT+4TMW6wqLAEQUBDQwPKysrQ0dGBpKQkzJ49u9exBAOpwpLCaDSivLwclZWVIimBoL29HcDvevvdu3cD6ElgaDabAfxec0JJAiFwl0DIBNzW1ibbp9PpEBISQhckgiDAarVi5MiRMJlM6O7uFqXk6O7upunPCaGsXr0aL7/8MoAeddvEiRPR0dHhEYGwyeuktRlYsBmHDx8+jKVLl2Lr1q1YuXIltFotjh8/jtDQUFkyvLy8PKcEYrPZsHv37n4jkMGuwpKiN6lMNBoNN60+8PuChXU/bmxsVEyrb7VaodVq1TgQb+Dv749x48Z5VHfDHZxuFZbNZqPV/ki2U3eLUrl7LWBgbSCdnZ04deoU6urqEBMTg6lTp8ru59FHH0V2djZOnjxJn/+ll16KqVOnYvHixaiqqsKECRNQWloKq9Uq6n9TU5MskHDHjh1ISkqiRlGl+yUTMlE1OXsuP//8M0wmE7RaLUaOHInAwEBRSg6S/pwlFnZsDhs2DI8++ig0Gg0qKyspybhSW7CT+aFDhxR13oRwgR4CIecS6aWgoACLFi2SEUhubq7ot9lslqW/P3TokGL/vEVrayu0Wi3NoPxHQX8RnnTBwl6PSC1sWv3vvvsOzz33HPz8/FBUVISioiKMGjUKU6ZMwbJly/qkT6+++ipeffVVGrCamZmJRx55BOeee65X7Q0aAomLi+uXDJ6nSwIxm804cuQIqqqqEBwc3G/5twaKQMigb2trw4kTJ0QSlM1mk01aISEhssleo9Fg6NCh1AHi+eefxxVXXAGj0Sgi+Tlz5lBjOEFLSwvVQ7NtsqiqqpKpxHiSCNBjZP/rX/8KoGfC/eSTT2THsOnPyeqSLc0bGhqK+Ph4WYZaqdqCJRaTySTK+2U2m1FcXEztRQRtbW2UNADg888/x9dffy1KDZKbm4u0tDSUl5eLzs3Pzxe5OBcUFMhsNwcPHpSlyO8t1q5dix//X3vfHR5VtX69ZtIb6QnpPaRDIAFDQrGAXFBREMWKei1ciiDKFVSsIGIB9Pqzl09UUFERL4KFFkmDQCqk94T0npm0Kef7I3dvTptJISEJnPU8PCQnM+fs0/bab1vvH39AJpPRCWo84EpbTLqslilTpmDdunW4//774e3tDW9vb+Tn56OxsXHYCMTd3R1vvPEG/P39AQBfffUVFi9ejPT0dEFsbSAYMwQyUriSMRBSEd/S0oKenh44OzsjOjpaoAc0nBhpAiFxqbKyMigUClhbW+O6667jmNgZGRlQKBQwMDCgi4CUlBQ6NkIO5EUlExvbdcBWFGYH48l3CTGwFxlPP/00ent7sXr1agQFBXGyowgOHDiATZs2CbanpaXRny9evDjYywKgzy/Od12RVGVitdx0001oampCWFgYcnNzqfXArlNJTEwUEEhCQgKHVDUaDTQaDUcdNyUlhcZ32GOaN28elEolXfkeP35cMPaenh5kZ2cjMjJySOcuhtLSUgB997C8vBy2trZ48cUX8fHHH8Pa2logjgn0kZ25uTmcnZ3h5OQ0bGMZDMaSy83S0hIqlQrXXXcdHnvssWHf/6233sr5fdu2bfjwww+RkpIiEYgYZDLZiPcm0Gq1tCK+s7MTpqamcHZ25kh3jDSGm0CI662srIxaDm1tbTAzMxP4Z93d3bFz507s2rWLFtpVV1fTTBYytt9//x1Lly6lEyN7laxSqaBWq5Gfn0/jI0Bf0agYWltb8emnnwLoi0W89tprogRC4jB8sFOOCwsL9TanYoN9ncUmHQMDA1haWsLS0hLd3d1oaGgAwzCoqamh5GFiYkLdYwBw6NAhREdHc6wWXY2h2MdPTU0VvPRqtRpxcXEct0lUVBSio6M5gpVAnwUzXATS0dHBSTA4e/YspkyZgoSEBHR1daGrqwtNTU2c7Kbu7m7MmzcPQJ9784svvhiWsQwWY4lAgCsnZaLRaLB//34olUrExMQMaR9jt5x1mDCSLqze3l4UFxcjPj4excXFcHd3x9y5c2Fra3tZHQ0HA/4K/rPPPsObb77JESocDHp6elBQUID4+HhUV1dj0qRJmDVrFv7v//4PL7/8smgx3cSJE7Fq1SqOe+f777/nWBpA34qZvaq+7bbb6Li1Wi3V9WJDFwGw3TYZGRkoLS0VXWk3NDSILiDYx+nq6sL58+dFj3M5IIVpADhxAVNTU5q+vGHDBrz11lsIDg6Gg4MDTbawtLSktR66Jreuri4cO3ZMsJ3fr33hwoW45557BJ/rry3wYJCQkMC5zmfPnoVWq0VeXh7dxn922McfqhU4HGAYZtSrz9kY6TTe7OxsWFpawsTEBCtXrsSBAwcQEhIypH1dExbIcAfROzo6UF5ejurqatja2gpkRq506jA5rlqtpn0vTp06hf/+978D3odSqURpaSm1HNipxV1dXXjvvfcA9E3o999/v+g+2KTJdk9ptVpoNBpOUJiMl6T6GhkZwdjYWDCpDYRAkpOTBa4cApVKhQsXLiAiIgLbtm3D/v374eXlJZjMkpKSdO5jqGAHt9nPYFtbG3Vr3n333dRSZTdsioyMxL333ouZM2eK7pu4C8Wy3/gEAvSR9YYNG+jvjz/+OJYuXTqo89EHfrOvs2fPIjMzk9OfJSUlhePLZxN+bm7uqFkCY80CGek03kmTJiEjIwOtra346aefsGLFCsTHxw+JRMYM7Y7UDRwuC4RIqaSmptKAcUxMDKKjo+Hk5MQZ/2gQCMMwnJqCqqqqAX23paUFaWlpSExMhFarRUxMDKZNm8Zpf8ue+ImcOdAX2La1tYWtrS1Onz7NWcWxX0qNRkOlIvhgB71lMtmALRB2PQlxBQFAYGCg4LNJSUkA+gLRJSUlOHnyJC0qJOAnAQwHxOTlCQhx6nvuyfUUm+BMTExw5513ij5neXl5SE5ORnFxMWpqatDe3s65RgDwxBNPDNltIQa+9VdQUIBDhw5xtvEXB+zvtLa20hjKlcZYJJCRTOM1NjaGv78/oqKisH37dkyePBnvvvvukPY1ZghkpHC5k7larUZFRQUSEhKQnZ0NW1tbzJkzB2FhYToLHEeDQHJycjgyIUVFRZxYAhsMw6Curg4pKSk4d+4cLCwsMHv2bERERIieE7t6vLy8HN3d3QD6gr/Ev52YmMh5CVUqFccCOX/+PGc1SkAmNpLl9fDDD8PLy4vzd7470N3dHR0dHaLnxs82IuPs7u6mbhKGYbBhwwZOym59fb3o/vRB36TT0dEhagkQ8KXsxcAWTuRXlhsbGwuqpQm0Wi3KysrQ29uL6upqZGZmCibvhoYGtLS0oLe3V/CsarVaODs7w97eHlu3bu13nBqNBsuXL6fkTbLs3n77bc7n0tPT6TNZX18vqOIfqEvttttuQ0hICM2iu1yMRQK5klIm5N0bCq4JAhmKC6u7uxv5+fmIj49HZWUlfH19MXfuXPj7+/frnxyN6vd///vf+PHHH+nvKpVKMIFpNBpUVlYiISEBOTk5cHZ2xpw5czBp0iS92mJsAlGr1TQNlb39zJkzHAtErVZz4jO6enWQlfjJkydhamqKl156iVPg9uCDD2LJkiWc7+jzl4sRSH5+PnJzczl/s7e3pxPwf/7zHxw6dIhKh+h7XgZ6X2traxEeHq6zUHQgFgg5lq2tLc32mjNnDv3e9ddfj1tuuUX0u8XFxQgODsa0adPg7+8vsMxImnBCQgJOnTqFc+fOITc3FxUVFXRhoFKp9BY6EhgYGOCZZ56h7lMSC2NfK2NjY/T09FArmVgf7JW2WHyND7Vajb///htVVVX47bffOH8j8vr89sj9YSwRCCluHakYyHPPPYdTp06hrKwM2dnZeP7553Hy5Encd999Q9rfVR8DGawLq7W1lcqMODo6IjIyEra2toN6wEbDAmGndxIkJCRg5syZUKlUqKioQHl5Oe3Q6OLiArlcjldffRWNjY24++67BdXLQJ8FwF8ZJiYmIi4ujuNuOnPmDIKCgjif47tgXFxcUFNTI3oOL7zwApYtWwZ3d3fOtd6zZw/HUiD7I+fNv87EyiFpsgsXLsT3338vkFr5/fff6Xetra3BMIyAOIg+Evk3GAQEBCA+Ph4PPvggfvnlF8ydOxcXL15EYWEhli9fjoMHD4qSndh5yuVyei0XL16M+Ph4yOVyLFy4kHZoZGPGjBnUiquqqhL1bYeGhsLLy4uj8aRUKtHW1oaDBw/Sz2VmZuL8+fO0loVUTYsFncn1YwfTLS0toVAo4OXlhQceeABubm4AgJCQEKxatQr79u2jVuhAyOrcuXP0OPX19TR7jmEYPProo1Cr1QgODh4QGRGMJQIBQOXmRwJ1dXV44IEHUFNTA2tra0REROD333+n2XCDxVVPIAOxQLRaLZUZ6ejogLu7u6Ax1WCPeSUJpLe3V1BMBvT54G+99VZUVVXB2tpaUOnf3d2N119/HUCfa4o9cRCkp6ejq6uL04s8ISEBK1eu5MRcqqurBQqx7CystWvX4p577oGnp6fO80hMTMTdd98teJkff/xxfPfddyguLuZcW7FrTNxrhoaG6O3thY2NDeRyuaBau6CggPY0NzY2hrGxMRiGoURCfuYTC3tyZP9NVxYP2f6Pf/wDP/30E4A+64eQx5tvvons7GwEBwfjq6++4nxXH1Hys+/YdSU///wzdUWyq97FxiWm8cROx62pqQHDMLRamshw8HXDiBQHwI1bEUIPCAjA+vXr6faIiAhERETg4MGDaGlpwRdffIE77rhDdKxsHD16lP7c09ODvLw8hIaGIj8/n7oFm5ub+90PG5cjZTISUKvVIxYD+fzzz4d1f9cEgeiazFUqFZUZAfokwodDg2s4OxIOBKSOgY/S0lJ0d3dj+vTpgoY7ADhBbX6jJILQ0FD88ssv2Lx5M3Jzc2FoaAgDAwMadGdfX/bEwc/CAvoC9nywv5+UlCRKIC0tLTRrSexempubc3qHAH1WRUNDA4KCgpCXl0cD6eSYdXV1cHFxodt0EQC7ZoWf7skwDCeWoc9iYZ8nO3Pqzz//RFtbG4qKigQrYX3S7vxry/5MaWkpIiIiAAizo/o73+7ubs61IvGym266if7e09MjkNFXKpW0UFAs8aGlpQXPPfccXF1dqasLuETIgYGBA0p956ctkwI4NrHU1dWhpaWFk9WmD2PRAhkvYopjJgZyJbOwlEolcnJycPLkSdTV1SEoKAizZ8+Gj4/PsJiOV9oCEdM1evLJJ5GamorIyEhR8gD6VvwEubm5HKFAAktLSyxYsID6tdevX49du3YhLy8PJiYmnJeeTRBarRbbtm1DdnY2VqxYAQCiqyr2dSLj4ZNvYmKiTkkSgBv3IO4aciyFQoGenh6kpaXRicvJyQlLly7Va8kQEPeRoaEhjIyM4OjoSInHwMCApih3dXXR+67RaKBWq6FWq+kEqVar6XHYtRGkTa5arcYrr7yCjIwMmunGJhD+NWG7B/m4+eab6d/4lheBrvft9OnTVI6FgO3CJDIc9vb28PDwQFBQEKZOnYpZs2bBx8cHQB8p8Anq/PnzeP/99/Hcc8+huLiYY82Qa9kfmpubOQoC7LGxCQSAIGVcHwZCIFu2bIG9vT3c3d1H/N0eSQtkuDFmCGSkQF4+IpFBUlZVKhWmT5+O6667DhMnThzWQqIrSSAkw4kPOzu7fl1w7MA2wzD46aefsG3bNs5nyCqbvGCWlpZoaGjAlClT8PXXX1PCnTdvHmfFxzAMJk6cCF9fX2o99Cfpkpubi6amJkE8Jzs7W69bgi/ECFxyZaWlpcHe3h4uLi6UXKZOnYo9e/YMyUV57733YsuWLQD67vPWrVvh7OwMT09PyOVyGBsbw8TEBMbGxjA0NKTP1SuvvEKDu2xrjz32nTt3Yvbs2Zg7dy4A3d0H2dvYMjEEnZ2d6OrqQk5Ojs7sMl3Pe11dHWxtbTlJFYMtOCQ9V9hgpxFnZGSguLgYp0+fpveptLQUJSUlqKurQ0dHh6hFfebMGWi1Wk5iAiE8ttVEtg8U+gjkzTffREREBL788kuoVCq0t7cPOEV+qJDUeMcYenp6kJSUhO7ubnh4eCAkJGTAHQ2HgitBIGypkXnz5sHc3JxDCLpcUuzvi00M7e3t6O7uhomJCTQaDY0DkBfM2dkZ06ZNA3ApX72rqwurVq3ipG2mpKSgtbUVFhYWsLS07Fe2nlyzlJQUQTxHq9VyLBB9LsKGhgYAl1a0R48exc8//4wnn3xS7/GHCiJ4SOpwoqOj6d8MDAzodWOnSfb3bDQ3N6O3t5fjHusvBsJ3faWnpwtW62zoIpC77roLd955J8LCwqBUKrF06VIsW7ZM73i//fZbvPvuu5QMYmNjUVFRAYVCgeDgYOTm5nLOv7GxET09PaiurqZxEysrK3R3d4vK6JM4S0xMDLKysvDQQw8hLS0N7u7uuPHGGxEfH4/u7m4YGxtTohouAvnxxx8FwpApKSnw8PAY8P4HC6kj4RhAT08PKisrUVZWBq1WCz8/P7i6ul4RiZGRJJDu7m6Ul5ejrKwMTzzxBIA+d9Xq1as5BOLs7Kx3P6RK2NDQkDNRkYrxmJgYjvghuW7s8zIyMqLbvby8OMqikyZNgrOzM5RKJerq6miGjy6Qa5aWliZKDuzjkr+LxT7I59grXnbr3OEEwzCcfSclJXEIhD2ewYB0qmRbF2zJF+CSZa2rnwpR6p09e7ZoQaM+i5vt9n3yySf71cv64YcfOG45NnHGxcUhNzeX8/mUlBT897//5XRa9PDwoEkYRCeMHWepra1FZ2cnent76TmvXLkSd9xxB5qbmxEaGspRLy4qKuJoremDLgJRqVSixY2nT5/ul1SHCrJokyyQUUJHRwfKyspQU1MDOzs7eHt7o7q6ekRXDHyMBIEoFAra/c7e3h4mJibUV56eng4/Pz/O54uKivTuz9vbG5988gnefvttgUoqSf9lB4P5ulYE7O3k5zlz5sDd3R0TJ07kfJb4+3Xh22+/xaRJk6DRaDhignPnzhX15esLNLJXvPyVOP/eDPZerVixAitWrEBRURFH/iQ5ORnr1q3r9/s+Pj79Vl2fOXOG0/iKrEjZFgeJs4idA6lE11Vs2J/Pn9zngSy42OQBcC1EsWubmJjIKSAF+tx3Hh4eePbZZ0Vl9AlUKhX1HhgaGiI9PZ1arWRf69atw8MPP4ympiba/U8fkWzcuBFnzpyBr68vxyo/c+aMaIHdYOIrgwU5nkQgVxBEZqSsrAytra1wdXXFzJkzYWlpiaamJkFviZHGcBEIwzBobW1FSUkJmpqa4OLiQs+LHewuKioSTM781qt82Nvb44EHHsD+/fsFBJKcnCyYYHQRCNsXT36+/fbbBeQB9P9SREdHQ6FQCKyKuLg4qt3Dhtg1Jitu9otfWFiI1tZWagGRFexgEjcOHz4MuVyOsLAwmlDAT5FNTk7WmUnFRkxMDCWQyMhIUeHLAwcO4LbbbgPQd22JxD0hErlcDiMjI51y/klJSaKV/wT9rczJPXjggQeQkZGh81pVVFQIanvYCthizwtbDodgz549AIBHH31UJ+kB4Jyzu7s79u/fL0g/NzEx4aQdMwwj2q7Y3NwcBgYGyMrKooXD7IXQX3/9JTqG7OxsKBQKKog5nCAuPYlArgDUajUuXryI8vJyaDQaeHp6YsqUKZyLPxJiiv3hcgmEpE6WlpZCqVTCw8MDoaGhnLgNO52xsLAQ+fn5nH3oa+gjVt/ARkpKikDefCAEoi8ziL0PXWMiRWZsVV+gzy//008/UQKxsbFBa2srfdnYfUhI0Jg9TpKNtHnzZgD9W2d8KJVK6rJYsWIFPvjgAwBCAmlsbERBQQEmTZpEjyuWusw+vqurqyiBFBcX08LMlpYWgfSJTCajKdWAMC6kjzyAS/pk7LRj9v1hB7eLiooQEBAguh+xNGGSnQZcehacnJxQX18PKysrKBQKnc/e6dOn+22eRK6FoaGh4LkHQPuvkON3dXVxiiVbWlrQ2dkJtVqN7u5u+lxpNBqauWhsbCzI7AL6ZFq6u7tx7tw5qgownGCLi44HjBkCGcxqsKurCxUVFaisrIS5uTn8/f11ZlJdqY6EZOXJ/p+A+IB37tyJw4cPw9XVVVRYUKPR4OLFizRu4+XlBQ8PD4GrhmEYjl9boVAI9kcsL3bDI3aRHLEYyATk7++PoqIiGBkZwdLSElVVVRxNqv5cWOwaCV2Tw0BkO8Q+V1lZycnCIvsnL7ORkRElEL5oIAEp4gN09xjRBXaGD9v15ODgwBkzwzBITk6mBJKbm0tJhl2IybYOdWWmFRUV0YmNTR7E0uRfa2traw5ZTZ06VW8QvaOjA9bW1qL3irjHCE6fPq2TQMQk9NnjIvfSz88P9fX1iIqKQmpqqk4ts+Tk5H4JhNzr7u5u0SZV7G0ymYxWz7NB4izffPMNZ/uvv/4KpVIJhUIh0OoCABcXF9xxxx2CRmLDBfKMjKSc+3BiXKXxtrS0ICMjA3///Tc6Ozsxbdo0xMTEwNXVVefq9kpkRDEMgwkTJsDMzAz29vaYPn06Z5KYOXMmIiMj8d1336GpqQnnz59Hb28vNm3aBEdHRwQFBaGoqAjx8fGoqKiAn58frUsR8/MXFxcLJkExiRBSV0FScYnWE5nsSX0DADrpLV26FIWFhRzyAAYWA1m1ahW+/vprnbIIQ02VdnV15ZwvmXzI2InFKZfLsWDBAgAQuBfYWTnt7e1obm7W66dng9/DnHyeLYfOMAw++eQTWoPB/x47C43oV8nlcp3Nzl555RXRzDVCYBUVFfD09KSkwbdQxCZWNs6fPw9TU1NOyrGBgQHkcjna29s54yIxC9L0izxHGo2GY4GQ+6srDRfomyB1kQcwsJRhsu+cnBxRAiQxmd27d+POO+/EG2+8IfgMibPw038bGxtpKvWff/5Jn2VCQBMmTMDChQvR29uL0tJS1NfXQ6lUDpuXgyQWXKl+QpeLMU8gpNtfcnIyzp49CxMTE8yaNWvAGlVXoiq8oKAAKpWKSj40NTXRnH+FQkEL3cjqgmEYnD17FvHx8TToX1VVhfDwcMTGxsLNzU3vZMsuACTgr4hmzpyJoKAgGmglxEFcFeS68R9UY2PjAdUdELAtkBkzZmDJkiW037KufejaRsQe+e43IyMjjktGV0orcGnlxq5JOXToEEdPq7u7GykpKXQ1X1RUhJycHFRUVODDDz+Eq6srfH196XH++OMP+t2mpiaaZswP7E+dOpVT3c7+O7n3wCXJeWNjY5rcwV8oKJVKuLq6YsaMGZztJSUlAC7FRcgqmU8gulxY5FoRi5Vk2JF+LCYmJgJrli2UyS+UPHLkCJYvX07PB7jUfpd8nn3c/pCWloadO3fi888/10k0ZN+6LKyGhgZUVVVh9+7d+PPPP3VKlWs0GkFl++nTp6m8y3XXXUdT1sPDwwH0ZRt6e3vTDMCysjKkpqYiPj4eKSkpyMrK4sjoD0R1mY3xVEQIjCEXFh8qlQqVlZWoqKiATCaDl5cX3N3dB13ifyUsELEJnVSHi+lLAcD+/fvpZAD0nS9fNFAX/vGPf3B+NzAwEGSrzJo1C0FBQZSAjx49CplMRqvCyTFJoJC4iHSR7UAskP4gNol4eHjQ3h5///03TExMBL2x+atEffsT2zZhwgSBO0Imk1H3kZ2dHYyMjNDU1ITDhw+jra0NbW1t+Omnn+Dh4cFJDwX67re3t7cgBpKUlESbQ2k0Go7YJIkpAJeutaGhIbUyTExM6GTz1FNP4aWXXgIAgRxHVlYW55km58XeP4GJiYkgi8jGxgbff/89pk6dKvg8Ad8tVVhYiPb2djg6OnJcoAzDYNKkSZg9eza+++47ODo6orKyEs7OzjQ2wScSfbEZQ0NDqFQqvPzyywD6Ej1uv/12wefIddKlujtv3jw0NjbS69zZ2Yn29naO3hfQZ8l3dHRw3IslJSWor6+nzyA5FnmuzMzMBM8nwzDo7u6mMZbOzk5UV1ejs7OTKuuyNcNIEJ+dEEAwkkKKI4ExZ4EoFAoqM9LQ0IDg4GDMnj0b3t7eQ9KHuRJBdLFmRCTuoYtAUlNTOXURYv28+SAvIX+FqNFocPfdd3O2JSQkoLW1FXK5HJ999hlWr16NVatWcSqTMzMzabYNKcC70gTCXqFNmjQJMTExAukVS0tL0awuMTz//POora3lpDWT2hK2VcfuX2JnZ4eAgABERkZyMoQqKytF/eC//vorzp07J0jnZBNdVlYW5/6yXToff/wxAO7ihr3IIROdSqUSyOC3tLRwPksUbNnbyHsi5kc3NjZGbGysoL8IG2wCIZMZcQHK5XKaEUYKTtl97YG+2BA/C4uMT0w1moDvsmOLdbJB9k2SLvjYvHkzpxiVYRjRmGNgYCDKy8tpMNzPzw8PPfQQh3T5BCI2B8lkMuq+9vT0RFBQEKZNm4ZZs2YhLi4OISEhtOlcY2MjR0b/7NmzVEb/jz/+QHFxMQwNDceUNpc+jBkC6e3txblz55CUlAS1Wo3p06djxowZcHZ2vqyLeSUsEDECqaurQ3V1teiDC0AgP6KLQFQqFSwtLWFubk7byopZPPxMnsTERPz111+QyWScPH32WNmTEz/FlY/hIBD25wnYxyNtgYODg/HAAw/Q7XPnzqUrcgBUKJCA/XyYmprCysqK45pjGAbTpk3juAaSkpKwevVqvPPOO9Q90d7ezsnqycnJEWSEAX3WZW5urqBi+OTJk8jJyUF5eblAYp0NsgrX9WyS81GpVNiyZQsdnxj4RXpAHyH+/vvvohpoA3mXfv31V3r9zMzMEBAQwJlUQ0JCYGNjg4ULF9I0c3Lcf/7zn7jpppsEQXRy3/U17nJ1deWcq66GXGRS1+XiampqEmRQ6YqtWFpaUsK+44478N5773FqxvguqMFaB8bGxrC1tYWbmxsCAgIwZcoUxMbGYvbs2ZgyZQrc3d1hbGyMtrY2vPrqq3jwwQfR3t6OKVOmYPny5XjllVc43TcvB9u3b0d0dDSsrKzg5OSE22+/XTSLbTAYMwRiZGQEOzs72hlPlwDgYNFfaunlQKvVYteuXTrTQn/88UfRnHcDAwOBy+Hs2bOi/SHS09NpDIOsyCIjIzF//nzO58T8wceOHUNTUxNnJccmDTYREQLpzwLhEwzZ3tvb229Xs56eHsEExp7UiX99zpw52LVrF2c7+3v6MmCKi4uRk5ODmJgYmvZMakPICtfDwwNvv/02Fi9ejJUrV1JrJSkpiXN+SUlJoivmzz77DPfddx8yMzNpPEMul2Pq1KnQarWoqKigBZ/6wK4wF4O5uTnWrFmDu+66i54HH+zCOgILCwvMmjVrwC4+Pjw8POh9dXZ2RkZGBk0YqKuro89pVVUV0tLS6PF9fHzw3nvv4bbbbqPX0cjIiCO6qVardcb3TExMOMKg586dQ1dXlyCAT/ata2ItKysTEIg+aRN2WjAf7NiVrs8MBSTOMnHiRPj5+SE8PByJiYn45Zdf4OzsjJdffhmTJ09GcXGxoC5qqIiPj8fq1auRkpKCv/76C2q1GvPnzx90ViIbY4ZA5HI5fHx8hl2jSlfwdziQk5NDawvEHqw//vhDdIIg+lAExPcrVuHKnuQzMzPBMAyWLFlC3SAA8OqrrwpEEIE+UklISODoYh07dgyVlZVobGzk7JtfGcyHLiIm2xcsWAA7OzvRFWZ3dzfy8vKQkJAAJycnjquCL1GyfPlyWFhYcFxW7BRhNm644QZ88skndFWo1WoxZ84cREdHY+fOnfQ4/ECus7OzaAyAHxQvKyvD3r17BZ/Lz8+HTCaDv78/Xeg4OjriP//5D9rb2/Hzzz9jz5491NUDiJOeSqWiBKUvjZn8TRdB8xcj+p55fS4kNnSp5LKL6xobGzF58mRKlOx7RI797LPPorm5mQpEAlzXmqOjI2688UYAfbEKfi1Lfn4+x8olAXwCsefCw8MDFy9e5Iz97NmzOgPa5FzF3mH+d0ZaZp1kh91+++3YvHkz9uzZI2jUNlT8/vvveOihhxAaGorJkyfjyy+/REVFhd7Wy/1hzBDISGEkLRC2O4jUBJDjTZgwAZ6enoiNjRX4okng+K233gLQRyg33nij6MvA9qvn5+ejvb1d4M8PDAwUVZYtKioSrF7y8/OxY8cO/Pbbb6LaVF1dXaIvGnkZdRUSEpBrcuHCBYSFhSEoKAgnTpxAb28vpk+fjqKiIqrhxd8fwzA0/ZkvJDhlyhTBMQMDA3HfffdxrgVJaxVbtfW3+mZbZ8QyEivyY7sbyfhVKhUKCwvh6ekp+h2xRlparVb0ul68eBEXLlxAWVkZGhsbKbmLWbNimme6qsDJNnZNjC6Q94WMr7e3FwUFBfj+++85n8nOzhaVPSFj4FuuixYt4sRfGIahiR1iUjfnzp2DiYkJJ+WYHM/Ozk70nbG1tcXu3bupq5O8f2JN1wD9FsjlurAGCxJEvxIxEPL+8xNwBoOrnkB0ST0MB9hZOOThJ/pF7e3tiI2NxbFjx2jnO5JlxTAMzM3NqUidk5MTfvvtN8yaNYuzf41GwyEQkncvk8k4D7JKpRLNG1epVPj1118F2/fu3UvdEPwXsKWlBSdOnMCpU6eQnp6OwsJCVFdXY+HChXj77bcFNR787yckJEChUODbb79FaWkpKisrYWhoiIiICHpt2N9hv7S9vb2czDQCku3D/p39v65VITtteiA4fPgwrRkwMTFBZGQkQkJCBORMWuDW19dTP7yBgQFiY2Ph7u4u6lcWG4NWq6UvL/ua2NjYwMTEBG1tbcjPz6e1H2KSPGIFfsQi0XXe+/fvF90uNl6ZTIaSkhIkJiaio6NDkJFGVAvIcQmB6yIQtnsM6LNiyERmbW0tqO7++uuvqQVNUo7JpH7kyBFRAnF0dMSDDz5Iq9H/+c9/oqioCB4eHoJaFq1WS/cnRg58rbGRtkCulBIvwzDYsGED4uLi6HUaCq56AhlskHcgYBgGtbW1nAwrsuJlv7QkzZA8dIRA+CYzf5VD0iRzcnI4bhCgr6KaX2iki0AI+MTU09ODRYsWYf/+/ZwiPKBvNTJnzhyEhobC3t4eKpUKFy9ehKmpKfz9/dHV1YWMjAwUFRWhtrZWcF2PHj2K06dPcyYa/op86tSpNIOGfb3S0tIEPmfyGbEV2UAJhIAQwWOPPSb6+QkTJiAmJgZA3yo2ISEB8fHxtO0vAKxatQr/+te/cPr0aeTm5tLrR4rwWlpaRFfSYn5mXWKIEyZMgL+/PyZPnozY2Fgao5k/fz6NhxA4OzsLakW6u7v1StX0p07MHktXVxd1VZmZmaG2tpYzaZM2CUCfi+SFF17gxHbIc8kmFP64SIdGNzc32nKV3O+0tDR8+umnnM8Twlm8eLEoSZqZmcHExIQex9nZmROHYdeydHd3czKt2MQCjFwMRBeuFIGsWbMGWVlZ2Ldv32XtZ0wRyEiYbUO1QI4ePYqJEyfCxcWF+p41Gg0qKipw6tQp2pSKD/Y2QiD8l4g8sOzAIhkj8fNqNBrk5ubSinEC4iLiE4iuwKRCoRDtg5ybm4uFCxfSMZHJVavVwtjYGHZ2dvD09ERISAiio6Mxd+5czJo1C5MmTYKNjQ16enpQXl6OO++8k7PfoqIiuLq6crKD+Kmoixcv5mgVEeiq9+iPQHTJl+haPfKVi8XAPh77Z3t7e1y8eBEuLi6Ii4uj7hHymQMHDojuT8zFKJfLKbGw4xi63gNHR0cqsAj0WUnvv/8+tm7dyvmepaUldRuKobq6Wie5MAyDixcvcsYdHR0NOzs7NDQ0wN/fn1ObcubMGU6L3vLycs6++RaIgYGB4L0hVfNyuZw2BGNfA/b+gUv3tb6+XjRrkNxn8jfS897Y2BimpqYwNjaGkZER6urqOLUkRFONEDsJ3pPrwt73SIH02BlJrF27Fr/++itOnDghmmU4GIwpAhkJDDWInpSUhNbWVrS0tCA5ORlFRUU4efIkKisr4e/vL0oeALe9anZ2Nnp6euhDRx5CvgXCloYg/QBkMhmWLl2K4uJiztjF8tFVKhXMzMwEmVnvvvsuvv32W1FyIQF08jKS1FKx6zR58mT4+flh3759cHBwgLe3N0JCQhAQEEDrRwi0Wi1++OEHTte2pKQk5Ofno6GhAV1dXToJQSw9mVw39ufNzMzg4OBAfeli2WuAcPU4FDAMwyl+mzBhAuLi4uDl5SVq9Q0kvkBgYmIiquiqK4jOX7339PSgpKSEusHIeKysrDB9+nSdRKRWq3Hw4EGUlpaioaGBBq8bGxuRkpKCkpISvPnmmwC4xDdnzhxkZmbSVNsbbrgBO3fu5MimkEVPSUkJdu3ahY8//hiHDx/mEAif2EgWo0KhwHXXXQeA+xyya3HYkj1sS4EN/sKM/a4wDIPGxkacPn0a1dXVCA8Pp65VEmcxMjKi0i7kGSLHkcvllFj47rDhwEgWEjIMgzVr1uDnn3/G8ePHaQviy8GYrUQfTgxFUJFt5n/zzTd44oknaMbJs88+q3OyY6Onpwfnzp0TBErFLBC2xDj7xefn+dfU1KCzs5OTraZSqWBtbY1PP/2Uo2E1Y8YMTJgwQXSCTUxM5PTpJuCv6CorK+kL/tdff+Ghhx5CY2MjVQru7u4WNKXi17h0dXXhq6++QlRUFH766ScYGRlRoUCVSoXo6GgYGBjoTMvUaDSca3L//fdzRPDEqrDZ4GdhiT0Lq1atwrFjxzg1AM3NzSguLubEHhwdHfW6C3V1ghSbYMSuv77vitWNnD59WuCilMvlsLS01GvRJyQkwM/Pjz5PZL9WVlZwc3OjAWeZTAZbW1totVo8//zztF8H0Hcf7r77bjz//PN0v7W1taipqYGrqyu2bNkChUIBBwcHWujKjmEQkGPpakFQVlaGpqYm2NvbC6RH+AgKCqLvBn+h1t7ejoKCAigUCvj5+VHJIHYMhG/x8683cYXpU7RmKxzzVY77w0haIKtXr8bevXtx8OBBWFlZ0aQMa2trvYWl+nDVWyDA4IsJ29raOCm1lZWViI6OhoODA3p6evDee+8NOPUtISGBPsBsAmFP1GSCZGtUEfDdOmq1mqNNBFxaafMnNn19L86ePSta5Mh/IdjupwsXLuD06dO4cOECHB0dMWvWLHz44YeCwOrhw4cF+01JSUFubi5++eUX7N+/n5Mdt3XrVmzatAnbtm3jpNeScfMl0fljJCtIPvjSFfpw+PBhVFVVUZdGT08PMjMzYW9vr9flxX+uVq5cSeVM2CCuKr72l5gLhn++bAIUIxBdzza5Tmz5GoKKigr4+vrC3NwcMpkMbm5uCA0NhaOjI5RKJXVj1dXVQaVSQaPRICUlBfX19fR5k8vlqKmpEaRuJycno7m5mVpubW1tdJLmC0iyV/nEfSUG8j7q6tFB8Pjjj9PUarYL88KFC0hNTYW1tTViY2M5wfzB1IEQVxg/M4wtRglwU457e3tFxSjFMJIWyIcffoi2tjbMnTsXLi4u9B87s26wuGYskP5MTIbpa0pVWlqK4uJijmvm7NmzNLg12JzpU6dOiVog7BRO/gqbDbGXKjExkZNXz7doCPgWDwGRQRdzt+gjkNLSUtja2sLf359zLDE3zJ133okff/yR/l5YWMhJOSVJB4aGhoiLi4NarYZSqURJSQktipwxYwZWrFiB+vp6dHV10fuoVCqhVqvpC+/k5CRwpbGvB3+CJb9/+eWXaGtrw/Tp0+l1Zk+OcXFxdFXaH8j9W7VqFfz9/XHHHXeIjsXGxgYtLS0wNDREWFgYQkJCBBYcP92UTSB898/p06f1ClwCfZZCYWEhXYwYGhqiu7sbp0+fhpubGyeWQ0DcUuxxFRQUoLi4mFqPJSUlolYDUUAgUKlUNBmErMrJ2CwsLGjSgViNETm35ORkzJ8/X7T/CBt81y7Q99zGxMRg5syZoivtgaTxknHwJ3dyrcXePbZmGPufWCo8+adSqUYszjISmajXvAWi1WpRVVWFxMREnD9/Hg4ODoLJXKlU0kwiXYFeMYSHh2Px4sUCAiGEQR5GXfIhgDCD6sknn6SFV2ScugiE7JevMRQTE4OioiJOnIKA/cJcvHiRU9Gr0WhQW1srOI7YBMs3wzs6OjgWDyEQkoZKKnO3bNlCPxMZGYl77rkHU6ZMgbOzM83cqq+vp6nGhw8f5lQvs8FPZ2XfV7VajbVr1+L555/H2rVrBc+HoaGh6EpwIIke/KAvcCnGRCawmTNnIjExES4uLgKC56sRs8fPVz0oKyujFgBfYZk8b05OTrTfOAC8/fbbeP311xETE4OgoCBRzSzyXXZGWWVlJScd29nZWVS36a+//sIPP/zA2aZWqzF79myOyjHQ1zyMiCfqQ0pKCvLy8tDc3CxIXGCDuJeqq6vposDX1xcRERE63TSDKSQcqHUgpnJMAvhiFgvDMGhubsYvv/wisOjHMsYUgYxU8YyYoKJKpUJJSQni4+NRWloKLy8vzJkzB35+fqIV4aR4TEz3ShciIyPx0EMP6SQQXWm8bPBjLatWraKBxoESCH+7jY0NnJ2dRckwMDAQlZWVSExMRFpamoBkxL4jdt/4Vd0qlYoTACUvN7u+o6CggDO5MExfL3AbGxu4u7vTiWPKlCk01Vhf3wuSPdfV1SW4/xkZGfRYYkQ6UIgtTMTSZPkqtAYGBvjvf/+L119/HaamphwS1kUgcrlcdHIhxyO+f+JCI9/TarWcotHp06cjPDxcNDOMQIxANBoNzp49S/drb2+PRx99VHANQkNDBe7R5uZmvPjiiwIdM3Nzc53Nk8h+33zzTXz44YcIDQ1FeXk5Fi9eDEDYuRIAtayKi4vp9ejPlUksFX0EsmTJEvz888+CRJXBQoxYDA0N8e2332L69OlgGAY7duy4rGNcSYwpAhkpsC0QIqtx8uRJ1NfXIyQkBHFxcfDw8KAT7ebNm/Htt9/S79va2qK3txdarVanKJuYBMvZs2dRV1cnqEXhm8z6LBD+hM0mFL4Kqi4C4VsIZBz79++nkubm5uawt7eHv78/qqqqEBgYSN0l7JUbPyVXbP+AeNEbG0Rqmz358AUldVW9MwxDU43FxAQJGIaBv78/8vLycPz4cWqRlJWVcYLwYhLjAzX3SUrr2rVr6baoqCjB55ydnfHnn39ynpPXXnsNp06dQk9PDw3eGxsbY/PmzQKJF6Dv/MVa5BIC4QsXku+lpaVxEil0xYzYYKvosp8rduGgXC4XSNoDfZX0/HqRkpIS+Pn5Cd4ThUIhWjxKjg0Ay5Yto3Eoe3t7KnMj1rmwuroazs7OmDlzJj1+fy4hfYWES5cuxapVq3DjjTfi5ptv5iRZXC4Ypq+D5Zw5c/DOO+/go48+QmJiokBZeyzjmomBKJVKVFVVoba2Fo6OjoiKihL0WiBwcnLi+LAzMjLg7OxMTWixmIqzszPKy8s5/mwXFxeUlpbS1R9ZEavVajQ3NwvqQti499570djYKJATT0xMpA18+BaIoaEh9u3bh6effpqT6y9GLHK5HDNmzKD9xR0dHfHFF1/Az8+PuvHmzp2LPXv24NVXX+WkWpK02r///hvl5eWC/ggDhaGhISdozicQdhtb9vmyoU8Gn2EYHDlyBC4uLsjLy6PXo6Ghod9Ylq7UYP4YyLVli38S5QE2Tp48CXNzc869IIFqtl/cz88Pjz/+uOA8CB588EHOIuLuu+9GeHg4J94kk8lQU1NDn4vAwEBO61y5XI4ff/wRx44dQ0BAADZs2CAYL/v5NjY2ptcjKSmJ81z99ttvgu8WFBRg8eLFSE9PR0VFBeRyOaqqqqBSqQSdLgfSFK6qqgoMw8DS0hJmZmY6F0ZAn/VF0lP1uabY0GXBA31JESOBmpoavPDCC/j111+xceNGbNy4UbQD5VjHVW2BMAyDpqYm9PT0ICcnB3K5HLGxsbSboT6w0/nYAbRVq1aJrkLYbgaCxx9/HDExMbRLHXlRNBoNLly4QF1lWq0W+fn5qK6uRnt7OxoaGnDw4EEkJiYKdK/YLjSyYiL+bZlMhttuu41OZrpcWBqNBr29vSgqKqKkZmZmhhkzZlBJdaBvtbd06VJKEB999BHi4+M5aZwrV67Eww8/rPdaEvCvuVqtpqsthuH2eQfE2/SSzwJ9wWZd+kYEFy5cgFKpxOLFi+mEHRwczJG4B4RujqamJkyePBnnzp3jEJmugHx/2/gB/a6uLhqMBi7dK1J/IbY/sVjeF198QVV6yX1pbGzkxEocHR05MRCZTIZXXnmFLg7EQMYzc+ZMajV4eXlh0qRJHItZLK1Wq9Xi0UcfxcyZMwH0uX+OHz8OJycngbVtZ2dHJ05dllFPTw9KS0uRkpKC48ePU5cjP8Hk+uuvx+TJk+nv+oLjbAz0c8OBnp4e7Ny5E5GRkVCr1Th//jxefvnlcUkewFVqgWi1WtTV1aG0tBRdXV0wMDBASEiIzgY0umBoaIje3l76gPn5+WHnzp2ora1FeXk5/vGPf+DIkSMAxCcNvmnMJpC4uDhO5lBvby8uXrwIhULBcVt5eXlx5DHs7Oxw/vx5KtdAesOzwa/+5a/UOjo6cOrUKdja2lL3VGdnJ06ePImAgACBb5l8n51tpVarqWUl5gKKioriVPmePn0a1tbWAmXR9PR0XHfddSgoKEB9fT1nkuQTCL+Og084Yjh06JDA9ZOfn4/Ozk5OJzp+dhPDMCgqKkJubi5HhiQ3Nxdnz56FpaUlLCwsdEqv8MFfZfNdUWJpvvz96WqOxo6tAX1JE0QCpbe3F4aGhoIxkWtLpGr47wb5vK2tLb3/P/74I0JCQqjcS1paGl5//XX8+eef1CUok8nw6KOPYsaMGdizZw8AIDo6msqt8C07AwMD2Nvbw8bGBk5OTlRbzMvLiy4OwsPDYWlpCYbpaxlNjsVXJ/b394darUZxcTEsLS3p3/sjhscffxx1dXUckh1uMAyD33//HZs2bYKJiQl++eUXXH/99eOmcZQuXFUEolarcfHiRZSVlYFhGHh7e8Pd3R1nzpwZ0urCyMiII2cAcKXFAwICBATCz/QBIKgDAfpedrY/OCAgAKampmAYhtODu6amhjNxP/3004iNjYVarRZIpBCI6Q+xoVKpEBUVBWtrazq2iooK3HLLLVi+fLlA+kRMTywjI4Oen1gM5+eff+Yo0JqYmOisPr/uuutQWloKa2trms4L9BWlsavQDx48CJVKRS26/jLiLCwsIJfL4eLiwlHnraiowE033YTs7Gwqb66rGLGyspJjcXp7e8PFxQUKhQINDQ2U2AsKCpCWlgYLCwu99QzkOeG758jEKnaNiDV84MABQXJCR0cHtaasrKyQnJyMCRMmQC6XcwLZ7HuXl5fHmciTk5MFkjRubm5YsGABpk6dSq8zv8J727ZtmDt3Lp555hk6qS9ZsgS7d+/mHFNMpZfAwMAATz31FJ566ik8+OCDNCmCHVgn3yeFgGySIX/XaDRwdnaGlZUVlEol597k5+fD1dWVtlEgrWXJc/3Pf/5TcM2HE4WFhdi0aRNOnz6Nl156CatWrRpXbWv14aogkJ6eHlRUVKCiogJmZmYIDAyEs7MzfUB0rdz6AztLigiwsYOKYoFONvgWCJ9AxF4smUzGaX7T29vL+Ry7dzY5fmpqKu1cyCYbUjNRVlbGidtYWFhQNxefXPgZQGRM/PH314JXzNWjS1Ll6aefxoIFC1BZWYkZM2bQwLiZmRk8PT3h4+ODv//+W+A6fPfdd7FixQqa1szH5s2b8dRTT+HLL7/kbLewsMDBgwexcOFC1NXVYdGiRcjLyxOtaUhKSuLoT8XExHBW67fddhs8PT0xc+ZMWoTHJwegL/kgODiY3me2+wq4ZAGJEcgrr7yC1tZWfPbZZ4LkhDNnztDJ1tTUVOcqmn3v+MQrRiDz5s2jysukEya5f2wyrqur45ACO31bzIWqa7EDcGOB7GeFuHrq6urg5eVFWyewkwZMTExgZ2fHkecg1rWXlxeHWJRKJRiGof3JCamQzp+DqRzXh46ODuzYsQMfffQR7r//fnz11VdDjheOVYwpAhmsOUcmx4sXL8LOzg5TpkyBnZ2dYD9DkTIBLk38RLGTrIb1SQ3os0AYhsGiRYuoS4FtFZHPdnZ2CtRr2e4VdsYKwzA4c+YMHB0d0dvbC4VCgZqaGrqaTk9Ph4GBASwtLTkEwq8EZiMnJ0egPSVmgfQn5cK/3lqtVvT+kqweAwMDGBgYcK5td3c3lEolWltbBYQL9E1WJKVZDCRQzs8USktLo3IsQN+quaqqitM2l+DMmTNYtGgR55hsPPXUU4LviBFReno6x61iZWVF75mlpSWnza0YdCnozpw5k3ac1Dfx6bt3/aWm8y1ZtsuyuLiY83yKkYU+AuEThdj2lJQUTJw4kRYC8tvlWllZiUrIkGPZ29tziIVhGHR3d0OhUECpVEKhUKCxsZEmiBBiYZMLsWYHAq1Wi++++w4vvvgifHx8EB8fj6ioqHHvrhLDmCKQgaK1tRWlpaWor6+Hi4sLYmJi9KYmDtYCIRWj5MFXqVScalExl5SpqSmee+45fP7553QCJw8weXijo6M5BVYajQa33HILLSoCLlW9Gxsb0xeT/YKya1SIcmpoaCjd1tbWRic5c3NzeHt7o6enh/Pwt7a24vz587C0tBRcF+ImYNdn8GMq/D4lA4FWqxU0eTI0NERbWxsuXLhA6wPYLxn5vFar5XyGoKurC6WlpToLRZOTk6HVagUEcubMGRw8eJBqb7HVZ/lQKBT9piTzIebSq6iowPTp0+mq2NTUlFoqbm5uaGpqQmNjI3JycmBra0snL6JpJUYgcrlcdEJl46uvvkJPTw/HrcbPQMvOzkZ7e7vOegm+K4pNIL29vRzCZC+KxFxYhoaGmD17NiorK1FaWqqTXNjP5fTp0zlZbmz5df7+2SDFoHz3tUwmg5mZGczMzGiLBUCcWJqamqBUKqHVamFmZsaxVvjEwjAM0tPTsXHjRlRUVGDHjh2ChmdXG8YNgbClRtrb2+Hh4YHZs2cPSARsoBYIW2qAbSHwV+R8dV2gb0J4/vnnce7cORrDIA/6bbfdBi8vL0FXOgMDA4EOjYODA1auXInffvuNrqrYwUJ2YBroW03Onz8fLS0tKC0tpTIZQJ/pTiq9STwHAJW1bm1tFZX8PnToEJydnWFpackhN/JSNzc3Y+rUqUhNTRUNoJPPsid2kobJxsSJEzF16lTOdWRfZ/b2xMRESiDd3d0oLS1FdXU1nJycdBJIbW0t0tLSYGNjg+bmZqjVahgZGUGhUHDiTPn5+RzC5INMkO7u7gN63sTcgElJSTh06BC9XuwYBBErbGxshJubGywsLKBUKlFXVwelUomsrCzR+0QsZLEMQHKMVatWAQBnBX777bcjOTkZlZWV1Po5c+YMbrrpJtHzYSvRtrW1CeJF7FocXW5ZAnt7exw5cgRvv/02XnrpJZ0uLHZxH5s82OOxtbXF+++/r9MjoK8PuhgGSixKpZJDLJ9++ina2tqg0WiQmpqK++67DwcPHrzq3FViGPPUSKRGEhISqIjf3LlzERQUNGAFyf7EFAlp8OXUyQuqq6kMe59iqYDsPPxly5YJGv+IISQkBO+88w78/f0BAE888QSHePjd7k6ePImzZ88iIyMDEyZMwKxZs+hEzV7RsScXAwMD+Pv7Y8qUKYKXE+iLb2RkZODEiRO0wyDQZ7lERUXB398fTU1NWLduneC77HgJv0c2f4KbOnUq9u3bx0m91GXmJyYmoqenB3l5ebQXy4wZMxAeHq7XNZCbm4v09HRs2rQJQF+ywrPPPsup6OZLj5BrT9DZ2Ykvv/wSX375JZ1YIiMjYWNjw9Ek03cOOTk5uPvuu6nsCLvCm900zM7ODr6+vggLC4OXlxeMjY11SrUAfdYUccVptVoO0bBdVWyif/vtt2ngOCoqCgcPHhTIqLOfbbYLSyzzrT8CEbMQxKwaEheytLSkgXix75L3asKECXj44Ydx3333CT4znCDE4ujoCG9vb4SGhmLGjBm4/vrrMWPGDPj7+6OjowONjY0ICQnBTz/9BBcXF0EjrKsRY9YCUalUqKyspMV5Pj4+cHV1HZI5qEtMkW1tkBUzW05dl9SIWB9rsaIlfRIl/YEcY9q0aRwBOQcHB3R2dtIJISMjA+bm5pg8eTIlPL7LCehrdJSUlIQXX3yRM+5bbrkFaWlpNJMF6JsQ5s6di56eHigUChqkra+vR3FxMdRqNQoKCgS1FOTY7AmH3Z9bV58LNnSRwYEDB3DnnXfCx8cH06dPH1A19f3330/JgMh2REREYOXKlRy5CL6EyqxZs2gdxdGjRzFt2jTOKler1aKkpARqtVpAPuHh4YL045tvvhkLFizgxEvY96a5uZlTI1NfX4+ioiJoNBoEBASIamsBfdfKw8MDZmZm2LdvH3p6ehAfHw8jIyNYWlpyxDLZacNsi9zHx4djedx5553466+/YG1tTest2BaIQqHgPCsAd1HDfv71EQj7+7m5uaiurqZjMjMzoxaTvu/qk9UfaTAMg/j4eGzcuBEqlQrvvPMObrnlFrpYvXjxok6JlqsJY45Aurq6UFZWhqqqKkyYMIFKTF9OAIpvgZCMKuDSxCYmpa7LAhETQdRngQwF7JRJR0dHmt745ZdfYteuXTh69CgCAgJw9913w83NjZMW+NZbb6Gjo4Ozko6JiaErPPa4p0+fDuBStXFsbCyWL18OjUYDExMTmJiYcAq9yAq3u7tbtH8HuYYXL14UuKN0SaqIfV8M1dXVuP322wf8nd27d2P37t145513OK40fgYZaRwmhhkzZgjGnZWVRe9ta2srmpubYWdnh7a2NlFZjqlTp4qqBRO0tLTQ+ENeXh5UKhV8fX3h7u5Oi0PZKrjs8yaS3KTJE0mDVigUHBcO+1lk74t/7UjFfktLCw3wswnknnvuQXNzM9566y00NDRg3rx5cHd3p5luA7VAyDvV0NCA7u5uXHfddXTCZS889OlTXYnCPzGUl5fjueeew7Fjx/Dcc8/hqaee4pCFTCa77E5/4wVjyoVVWlqKv//+G93d3bT4iPi4LwckiM4wDG1XSX4nOfa6lD0BIRGIubDEXpbLIRB2oD4kJIRuLy8vp26UZcuWYfPmzQI3VFhYGGJiYjh+XEDcMiHjJef/+OOP45FHHuGcB/kefyUsJkJI9sPvEZGbm0tdLQRiFgh7suZXrvPdJ42NjZg0aZLO68wwDHbv3o0jR45wvium36SrmZUY+LUYZKIW0wkD+q4J/ztsaLVaWttgY2ODuLg4eHp60ufy6aef5lwXsbRwAhIzMDIyErg72eMhLrTq6mokJCQgPT0d6enpnGym1NRUGhcELt2b1atX02dr/fr1tLCQHJ9ALDbDMAwtxAX6ZIMiIyNhYWHBsVz1yYuMlgXS2dmJbdu2ISoqCpaWlsjJyaGFgdcqxhSBODk5IS4ujvqXhwMkntHZ2clRZdVHHAT9xUDYLzCJO4iZ8EMBeTkaGxtpsRvQ5yLhS5UMdp9iPasJxPapi0D4JMGWfwkNDeW84KRIkI2mpiZkZ2fT1qodHR2csfF1k/jHS0hI0Kuky25qxA5a29nZUUE+gv4kUdjgExCJNejqVUGagLHBn/yIZefu7i6aNfTZZ5/R34k7Tt+zSwhLbHILCgqi5+/u7o7g4GDY29sjJSWFc/1/+OEHTkp5d3c3/Tv7PWK/H/pcWK2trUhNTUV+fj61uNiKwGKuT30xkCtFIFqtFgcOHMC0adPw+++/448//sCePXuuGStDH8YUgZDUuOEAOzBubW2NxsZG/P3330hMTERmZiaKiopQU1MDhUKhM8VXl1quGIGQbcPhwtJoNDTzqqGhAfb29pzzErMkBgKx7/GbD4ldC/IZfi8K9rmamppy4hz8zDVHR0dBpz6Sb09SeVNSUuiksGzZMoEoIVtVtqurCw899BDn7//3f//H+Z2dasx2Yb388sucAPPtt98ukIPRhd7eXp11FHwCIedfUVEBtVrNiaOQanqgL3GCLEB0kQL7vSCWmT4Z9J6eHri7u4u+T+y09vT0dGzfvh3l5eWCBUJpaSkn1pSeno7jx48jOTmZ3gd+VpaYC0uj0SArKwvnzp2Dvb09YmNjKXGIWez9EchARRIvFwzDICcnB7feeivWr1+P559/HmfOnEFcXNxVWdMxFIy5GMjlgp+KC/Tl2bu7u0OlUkGhUKCjowMKhQIVFRV0hWphYQErKytYWlrS/4kFoiuIzp6I+T0FfH19RVVZ9UGtVtPEAbIi9fT0pHUIQUFBsLW11Slh0h8mT56MgwcPcvL9dXUxZIMQSHNzMyeexE4vDg8Px+rVq7FmzRq6n/j4eERHR9Ox8q0dcq1aWlpgZWUFHx8fOjkGBgYKVvoqlQoHDhzA9ddfj4yMDIFleP3113N+1+VSArgT9S233KJTuJGNzMxM5OfnQ6lUwsTEhJ7/uXPnUF5eLkgqYPcbsbOzA3BJwoS4rIA+a41YKLomJjGrUSyhpLu7GxMnToRWq8WOHTvw8ccfo7m5GQsWLMDChQuxbNkyTu3IuXPncO7cOY6sC0F6ejpcXV3p73PmzIGxsTEno6u2tpbjKmtubkZZWRksLS3pM1xQUICgoCDExsZS+Z41a9bgrrvuolXlAJcYBkIgI2mBtLS04PXXX8cXX3yBxx57DD/99BO9hxIu4aohEDHiYGdUAX0uKVtbW45vnQi0EWJpaWlBRUUFzfsG+vSQampqYGVlBXNzc04QPTo6GqmpqYJV0fLly3HvvfcOaOwqlYpKsVhYWCAsLIzmkLNb3950003w9fUdMoHY29sLcv0H48JatWoVKioqcOjQIVhbW0Mmk9FgrK+vL5YtW4Ynn3ySjpvdwlYsC6upqYmq3pKXk6zSnZycOC4rQlypqanw9/fn9PMg4Luh2LUeBENRJAD6rgtRl7W1tcWUKVNw4sQJWFpawtbWFr/88ovO7yYkJODAgQPYsGEDmpubER0djalTp+Ljjz/mnBv5WQwDzVhLSUmhxJqVlUU/s2HDBsTGxtLP8RcKZOFCMhYNDQ2hUCg47QQMDAxgbm7OkfuIiIjg7MvExAStra0oLy+nJGlmZga5XI76+npaHEmC/2ywXViurq544403RJteOTg4wNXVVW9DrKFCo9Fgz549ePnllxEeHo4zZ84gLCxMsjh0YNwTSH+puP1BJpPRilL2hKdSqWgcpqenB5WVldTdRSqX29vb8cYbb+C9996j/lBdgXcxEA2vyspKWFtbY/LkybQ/Ans/fMIYKoGIga/rpS+w7eHhAQcHBxw6dAi33HILpk2bRntJsH3i5Hc2OZH6GjYsLS0FEg/s7z/xxBN4+umn6d8cHBzg6OiI6dOni3bm40uLi8VHhkogpE87AJrhduLECTz++ON47bXXUFVVhXfffVewiicg/UCAPo0uc3NzDoHExcWhrq5OZzU4e9xsjTc+jh8/Tn/Ozs4W3BcCMQI5ceIEPvzwQ/zwww9wcHCAkZERJ3uMveJn13GwXXOWlpbo7OyEoaEh3e7i4gIjIyM0NTWhvLwc3d3dNNWY/Y/9fDs7O3OadLHBbvY2XGAYBikpKdi4cSOam5vx4YcfYsmSJVd1FflwYNwSyEBTcYcKIyMj7Nu3D1qtFpaWljA2NgbDMOjq6qKBxa6uLqjVajz88MMwNjZGWloaVCoVJQGx4jmgz83A1vCaOnWqIGmAHX/hx1zEguFDRUhICLKzs7F+/XocO3ZMrwXCPh8jIyPOhMLPuOHHQC5evCioYDYwMBDcL3YMhe1/ZxgGZWVlkMlkUCqVgngMAE7bVrFzIEWpBQUFAinw/vDdd9/Rn9VqtaBbo4GBgYA82M3F6urqOBlv/Op7XUVnCQkJKC8v5whClpeXw8TEhFNdTsAmkJycHOqC6o9ASBHilClT8MMPPyAuLg5fffUVp+CRvyAg29jPTF1dHdzd3eHu7k4/7+DgQBURAG6qsUKhQF1dHYqLi6l0jbW1NQoKCjiyISPprqqpqcGWLVtw8OBBPPPMM/j3v/89bvtzXGmMKwIhLx1ZzZJJajiJgw3+pC6TyWBubk5dYBYWFoiLi4NaraYusJUrV+K+++6DQqHA8ePHObEVIyMjNDc3o76+Hg4ODoiOjta54mSTBN+qGU4LhCi4kiCuGCm99NJLWL9+PZydnfH//t//o5/jV5oDXLJhT5IdHR2YNWsWZ7/63DJ8AmL/jWhc8ZGWlgY3NzdRbStfX18UFRVhwoQJ0Gg0nJhHQUEBx68v1uPj6NGjnN/5KckkXsMmB7YVmpSURJ8nXeclhhUrVqC2tpazjYxv2bJlnO1NTU1UWBHos3B1ycSze5wQJCcn08UKCdCT50/X/dZoNJzr7efnR5UTHnroIdTU1AiIjqQa89PPnZ2dUVlZiYcffpjuV6lUQqVSUR0qvhbV5VgIPT09+L//+z+8+eabmD9/Ps6fPy9KyhJ0Y0wRiD7/L9tVNdLE0R+ioqLw8ssvIzAwEEDfC2FjY8MhHGKtEEG2yspKugI3MjKCWq1GbW0tFAoFrKysBC8DuwqeX7g4nARCIKa4S0BWlPzPiU0oRkZGMDY2Rk1NDWpra7Fr1y64ubnh5ptvhkwmw/r161FQUIDDhw/rLSQUIxACUtPBFpwE+rKwGhsbccsttwi+4+TkRAmEpK0STJw4ERERESgrK8Phw4c5lsSFCxdgamoqKBDk612xXVxiIK0GCAbiSlOpVHp7i/BVm+Pj46kIKHk2yDPHn2hJ3QvbSkpKSqJxEvJ5GxsbjhVCQPaflZVFCc3f35+TzTbYdrBr165FTU0NZs+eTSdyhmGoajHRoiLp2VqtliPJTv6RmIsu8Js7HThwADfccIMU5xgCxhSB8CFGHIQ0RvNmT5kyBVOmTNH7GZlMRle6jY2NcHFxgbe3N81iIRYL6UKo0Wjoi8Cu+Far1Vi9ejWWL18uqDW5nEJFPgaaGswmEPY90Gq10Gq1OHnyJFVZ9fPzw9y5czmf27ZtG3766SccPnxYdP/6CIRsu+OOO2BiYoL//Oc/HALR18xJn3vLysoKMTExCA8Px+HDhzn9PkxMTBAfHy8gOxLgJ2KHN998MxYtWoTFixeLWjDks+QcdQlIsnHu3Dm995gvrEncV+wsJuKq05UsYWxsTI9x+vRpqomlawImhYBkvyEhIVi4cCH+8Y9/wM7OTpCqPRjwe5IAfdeGKCLw09n5yrnsXh9sUrGwsEBzczMCAgJQUlJy1TZ3Gg2MSQLRlVE1XgJaRG6+ubkZbm5unPRFAKLWSnd3N00vbmtro6u+srIy2qLT0NAQ7e3tdMK5UhaIrs+x74dSqURiYiIMDAwQEBAAZ2dnnRMjW3CRD3t7e6pIq4tAIiMjERkZiU8++YSTDguAMxmwW9byCYS9b37BIvtv/v7+gg6NwKWVfV1dHerq6mBqaqrTHUkwWALRVZhIUFRUhKamJjqxbty4EVOnTsVzzz1HJ3i+9DlBYGAgjh07RoPe8+bNwx133EHdUWLvWktLC40fkf3Z2NiIZlSNNPQp53Z2dlJS6ejowIULF3DvvffCyMgIDMPAy8sL69evR3BwMHp7eyUCuQyMqRm5q6uLKuKyVXFHy1U1GDAMg+bmZpw7dw5paWmwtLREXFwcgoKCOOQhBvIyODk5wdfXF5MnT6bd9+zt7eHs7EwF2s6dO0f9701NTbSKu7u7e8gZRsDlWyBKpRL+/v6IiYnBxIkT9d4vtpXBx86dO1FQUIAVK1YMSHyRICEhAZ6enpzvsAvt9FkgJD03LCwMd911F8LCwjh/X7duHV544QVR9Wd3d3fMmjULwcHBsLa21jnG6OhompU0XAQCcCXLvby88Mgjj9B7dPz4cTq58o/BJ+81a9ZwrjmbQDo7O5GZmYn09HQ4Ojpy0oFHU9BQDCSrkrxLYWFh6OjowMSJEzFjxgxs2bIFy5YtQ3p6OtasWSOIL0kYHMaUBXLzzTejvLwcoaGhiIiIQHh4OCIiIuDr6ztmSYRhGDqRKxQKeHp6Ijw8XG/XwoGAvJiGhoYcyQTStAboe1k6OjpQXV2Nzs5OmhrJLoi0sLAY0Es+0MwudltTdiMhshIdCPjV77owGAKZOHEiDA0N6Xe8vb05tTy2trbo6OjQu48lS5ZgyZIlaGpq4qQPu7q64t///jc++OADdHV1YcaMGfD09MT+/fthampK/zk4OOjc/+7du6nseGZmJl1UWFlZISIiAmq1mlNZrVAokJKSou/yAOiLWyxcuJCzjdxDBweHAafx8i1QIlFSWlqKyspKTJw4EbGxsZSU+V0KxxoYhkFGRgaeeeYZlJeXXxPNnUYDY4pADh48iPT0dGRkZCArKwt//vkncnNzYWxsjNDQUISFhVFiCQsLg7m5+aiRCmlwVVJSgu7ubnh5eSEyMnLY5BV0BcplMhmdfMzNzWmTJY1Gw4mt1NTUoKCgAGq1mhNbIf+bmJjorL/Qd87EZdTe3s6pmxmM9aPPhSX2OV3HELv3ZJuBgQHnXvj4+HAEEwf63Gi1WtTU1KC4uJjeCz8/P529aHSd05QpU+h3AgICKLE5OzsjNDQUJ06c4GQalZWVwdTUVDRbig2xdrTslGpd3Qr5fT/497+zsxOJiYmwsrISlc8X6zY4VtDQ0IBXX30V+/btw5o1a/DHH3/0616UMDSMKQIhldKkWppkYOTk5CAjIwOZmZk4cOAAXn31VbS0tMDPzw/h4eH0X0REBFxcXEZ0laHValFXV4fS0lKo1Wp4e3vDzc1t2F+kyMhI3H///YiKihL8TYxcDAwMBKmRRBOJxFYIsSiVShgaGnIIhfjKxVxYDMPQXiCk+ZGdnR28vb0xceJE1NbWDqomZd68eSgsLOzXSuPfR30Ewv+b2GfZKgIDBbECAgMDB/RdvntKDJaWlnQRYGZmhjlz5nAyjYiM+o4dO/D222+LdjgEgNdffx3z5s0TbGeThpgiLgAEBwdj3rx5tFkV6RFCiE2pVCI0NBQODg6iZDsWLRCVSoVPP/0U27Ztw8yZM5Genq6306SEy8eYIhA+SAYGCZoSkIIwQiqZmZnYu3cvioqKYGdnh4iICOoGi4iIwKRJk2BkZHRZ1gpZiZaWloJhmMtqcDUQ3H777aK9L4CBp/ESa8XU1JQTaNRoNFAqlZRYampqaD+MsrIyZGVl0ZUwqcJXq9Xw8fGhBWEMw2DBggV47bXX8Nhjjw2KQEjwsz8MxgIRkwJh/xwWFobffvtN9Dj8jK/Ozk7ceuutUKvV8PDwgIeHR79kRkBqJvSdB3+8ujKNZsyYgT///FMngYSHh0Mul6OqqoreL0NDQw5p6CKQf/3rX/jXv/6FqVOnAuhLCkhLS6PZZW5uboJ2AGyMJQuE39xpz549tLmThJHFmCYQXZDL5fD09ISnpyduu+02AKCrp6ysLOoC+/zzz3H+/HmoVCoEBQVxLJXw8HBaMa4PGo0G1dXVKCsrg1wuh6+vLyZOnDiqK6/LrQMxMDDAhAkTOGa9p6cnjI2N4ejoCCsrKzQ2NqK0tJRmW1lZWUGpVNLsMP4KdDiq4vkYCoFER0ejsbGRZmsNBu3t7SgqKkJbWxu2b98OT0/PfifIgUxS/P4xA9G+In/z8/PT+XcXFxfIZDJayd3b2wtTU1N6bxoaGvq1FIjlmZ+fj5tvvpnGsfp7vi0sLGBoaDjqBNJfc6fxALVajZdffhnffvstamtr4eLigoceeggvvPDCmLLwxDAuCUQMMpkMVlZWiI2NpVkiJBW4sLAQGRkZyMjIQHx8PN5//31UVVXBw8ODxlMIqfj4+MDAwABtbW3Izs6GRqOBsbFxv6mpVxIPPPAA7r333mF9eXfv3o1du3ahsbERxcXF6OnpQUBAACZOnEiD0cRiAfrqIBITE2kDIlL1bGpqOmzXaCgxEAMDA1HrRt93Ozs7UVJSgoaGBnh4eCAsLEyve22o5zdYAhEbNxtubm6cRQBxg5Hv1NTU0DqZzMxM9Pb2UkvF3NwcNTU1VD4kIiKCFsYC/RMIu/HUaKCzs5M+s0uWLEFOTs647c+xY8cOfPTRR/jqq68QGhqKs2fP4uGHH4a1tTXWrVs32sPTi6uGQMRARAmDgoIQFBSE5cuXA7gUAM/KykJ6ejqysrJw5MgR5OXlwcTEBI6OjmhsbMR1112Hf//734iIiBjVgD0fhoaGw9oLgWSSFRcXo6urCz4+PnB3d6cEZWxsTCcqIlFva2uLSZMmUbVWdh0ImaRIjIW4VgYLPz8//Otf/8KHH35Ix6nvHPgY6P1KTk4WrdfRBX1xjoGMYzAEos+y43/X2NgYdnZ2dN/Tpk2j193L4XQz8wAAGI1JREFUywsWFhZob29HRUUFpwAT6LO+WlpaOD05xiK0Wi1+/fVXbN68GQ4ODvjjjz8QGxs7Zt7NoSA5ORmLFy/GokWLAPS9Y/v27RMUio5FXNUEogsymQxOTk6CgP327duxfft2GBkZYdGiRaiursZdd92FtrY2+Pv7C1xgo+3KulyQ2hUiZOft7Q0PDw+9lg37fB0cHGgmlpWVFW644QZObIXtWjEzMxP0WzEzM9P74oeFheGVV17RSSD6guhi50pA0lOJlTFjxowhZ+kMZuISG39/zw//O1FRUXRi0XVsNumQnx0dHWFjY4P6+nrI5XKEhoZyUryJxU0y1RoaGlBYWMip5h7NZ51hGOTm5mLjxo04f/48tm3bhn/+85+j7kIbDsTFxeGjjz5CQUEBAgMDkZmZiYSEBOzevXu0h9YvrkkCEYNMJoO3tzd+++03zJ49m27XarWorKzkBOy/+eYbFBcXw8HBAWFhYZRYJk+ejMDAQE49wlgFIQ6FQkGJYyBWAj/mQawToj9kZWUlSPns6enhuMDq6+uhVCohl8sF6cV8a0UfSfRHIPx7oNFoUFlZidLSUkyYMAFlZWUCQb+RAL9wUiaTYcGCBRwBR13gn5e7uzslEH1yI+Tv5D7l5ubCzMwMPj4+nNgOGVtISAimTp1K+5pYWFhApVJx2hiYm5sLLMvhdFnqwtXe3OnZZ59FW1sbgoKCqI7Ztm3bcM8994z20PqFRCAsiDWAksvl8PLygpeXFxYvXgzgUj0EIZTMzEx8+umnOH/+PDQaDYKDgwWxFRsbmzFBKi0tLSguLkZHR8eQalf4BDKQbn5iGUZarZYjN0Fqaoi1QiYq9tgGEgPRhY6ODiQmJsLY2BgRERGws7O7YvdjMOq7fOizrHRld5HvaLVa/Pnnn6iqqoKXlxcCAgIEAWZ+nQj539bWFiEhIXSfJA7GTgfv7OykiwD2Pysrq2GRB7lWmjt9//33+Oabb7B3716EhoYiIyMD69evh6urK1asWDHaw9MLiUCGAJlMhgkTJmDWrFlUopxhGKjVahQVFdGA/YkTJ/Duu++iuroaXl5eHGslIiIC3t7eV8wt0NraiuLiYrS3t8PT0xOTJ08e0kseEhKCp59+Wm920EDAtlbYFey9vb2cuhXSAhboEw90dnamK2A2+rNAOjo6EBgYOGyJEDfddBNsbGwwffr0AX/n0KFDUKlUmDhx4oC/o4809aUHA30yJ56enpg7d67gehGIyfCzfyfHEdOdYi8CiOo0aRhlYmIiIJaBqiIwDIPTp0/jmWeeQXNzMz744AMsXbp0XLuL9WHjxo3YtGkTjdGGh4ejvLwc27dvlwjkWoFMJoORkRGCg4MRHBxMzU9ShJeZmUndYIcOHUJeXh7Mzc0RFhZGiSUiIgIhISH9xgYGg7a2NhQXF6O1tRWenp6IiIi4rNXh5MmTMXny5GEZmxiMjY1hb29PrRW1Wo3nn38eKpUKPj4+UKlUaGhoQGlpKacpVFlZGbVczM3N0dzczGlgNXHixEFN3GJgT8666nSIVD8b5F4OJUtInwUiVpvClqIPCwuDv7+/3v3zCeOmm26CtbU11QfTB10uS5VKxSmKZCtOEzcYX36dXKOamhq8+OKL+OWXX66Z5k7EkmNDrJ5oLEIikBGGTCaDs7Mz5s+fj/nz5wO45BK4cOECJZb9+/fjxRdfRFtbGwIDAznur4iIiEGvnNvb21FcXIyWlpYBpaaOVRgaGuK5554T/Rs7Y6qnp4fqkYllOA3ny6jvPpibm9MmTsMBPoHwLQOC9vZ25Ofnc3p3sF2GusAnkEWLFtFsoKHCyMgItra2tPEaIHSDkSQLpVKJQ4cO4dSpU3BwcEBqaiqmT5+Ov//+m9Nb5GrGrbfeim3btsHT0xOhoaFIT0/Hzp078cgjj4z20PqFRCCjAOISiIqK4kiVaLVaVFRU0NTitLQ0fPXVVyguLoaTkxONq5CAfUBAgCBg397ejpKSEjQ1NcHDwwOhoaHjkjgGAjLpOTk5wdPTk658XV1dYW1tTd0lb775Jvz8/HDq1ClB0H6407MvJ514IPvju7C6u7tRVFSEuro6OgERDMTlo6tSfbihyw1GCnUzMzPR2tqKyMhIVFRUICoqCtOnT+eoDV+t+M9//oMtW7Zg1apVqK+vh6urK5544gm8+OKLoz20fiERyBiCXC6Ht7c3vL29cccddwDoe8Hb29s5AfuPP/4Y58+fB8MwCA4ORlhYGJydnZGUlAQ3Nzds2rQJcXFx464id7Agk+n27dtRXV0NFxcXxMXFUcuEEOfUqVMxbdo0ThC4sbGRChXy61aGKwg8HNBHICUlJaisrISTkxNmzpwJMzMzjttuIKSgS633SqCwsBCbN29GSkqKoLlTe3u7aGviqxFWVlbYvXv3uEjb5UMikDEOmUw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",
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      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "N = 600\n",
    "box_size = 10\n",
    "layer_thickness = 3.34\n",
    "particle_radius = 1\n",
    "\n",
    "points = generate_smectic_a_positions(N, box_size, layer_thickness, particle_radius)\n",
    "\n",
    "orientations = np.asarray(\n",
    "    [\n",
    "        [0, 0, 1],\n",
    "    ]\n",
    "    * N\n",
    ")\n",
    "\n",
    "# make a 3D plot of the system\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111, projection=\"3d\")\n",
    "ax.quiver3D(\n",
    "    points[:, 0],\n",
    "    points[:, 1],\n",
    "    points[:, 2],\n",
    "    orientations[:, 0],\n",
    "    orientations[:, 1],\n",
    "    orientations[:, 2],\n",
    "    normalize=True,\n",
    "    color=\"k\",\n",
    ")\n",
    "# change angle of plot view\n",
    "ax.view_init(elev=15)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can compute the smectic order parameter with the following equation:\n",
    "$$\n",
    "P(d) = \\frac{1}{N} \\sum_j^N \\exp( \\frac{2\\pi i}{d} \\mathbf{n} \\cdot \\mathbf{r}_j) (6),\n",
    "$$\n",
    "where $d$ is the layer distance, $N$ is the number of particles, $\\mathbf{n}$ is the nematic director, and $\\mathbf{r}$ is the position of particle. For more information on computing smectic order parameters, see the appendix of [this work](https://pubs.aip.org/aip/jcp/article/138/20/204901/566257/An-atomistic-description-of-the-nematic-and). Because of the cyclial nature of complex exponentials, $P$ reaches a global maximum at specific values of the layer distance $d$. To find a value of $d$ which gives perfect smectic order, we maximize $P$ as a function of $d$. The code in the block below demonstrates this process."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The value of the nematic order parameter is 1.000, and the value of the smectic order parameter is 1.000 and distance between the smectic layers is 3.340.\n"
     ]
    }
   ],
   "source": [
    "import scipy.optimize\n",
    "\n",
    "\n",
    "def calc_smectic(d, director, pos):\n",
    "    return -(\n",
    "        np.absolute(np.sum(np.exp(np.dot(director, pos.T) * 2 * np.pi * 1j / d)))\n",
    "    ) / len(pos)\n",
    "\n",
    "\n",
    "nematic = freud.order.Nematic()\n",
    "nematic.compute(orientations)\n",
    "# make sure the director is normalized\n",
    "director = nematic.director / np.linalg.norm(nematic.director)\n",
    "maximal_d = scipy.optimize.brute(\n",
    "    calc_smectic,  # function to optimize\n",
    "    ranges=(\n",
    "        slice(layer_thickness * 0.4, layer_thickness * 1.8, 0.10),\n",
    "    ),  # range of values for optimization, these depend on the size of the particles in the direction of orientation\n",
    "    args=(director, points),  # arguments to pass to calc_smectic\n",
    "    finish=scipy.optimize.fmin,  # use Nelder-Mead to refine the brute force result\n",
    ")[0]\n",
    "smec = -calc_smectic(maximal_d, director, points)\n",
    "print(\n",
    "    f\"The value of the nematic order parameter is {nematic.order:.3f}, and the value of the smectic order parameter is {smec:.3f} and distance between the smectic layers is {maximal_d:.3f}.\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As we can see, the system with the optimal spacing between the layers has both perfect nematic and perfect smectic order. We next consider a system with perfect smectic order, but imperfect nematic order. We achieve this by introducing orientational disorder, but keeping the layer spacing the same."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
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     },
     "metadata": {},
     "output_type": "display_data"
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   ],
   "source": [
    "# generate positions and orientations\n",
    "points = generate_smectic_a_positions(N, box_size, layer_thickness, particle_radius)\n",
    "orientations = np.asarray(\n",
    "    [\n",
    "        [0, 0, 1],\n",
    "    ]\n",
    "    * N\n",
    ")\n",
    "# We randomly rotate the starting orientations by some amount\n",
    "orientations = randomize_orientations(orientations, 0.75)\n",
    "# compute the order paramters\n",
    "nematic = freud.order.Nematic()\n",
    "nematic.compute(orientations)\n",
    "# make sure the director is normalized\n",
    "director = nematic.director / np.linalg.norm(nematic.director)\n",
    "maximal_d = scipy.optimize.brute(\n",
    "    calc_smectic,  # function to optimize\n",
    "    ranges=(\n",
    "        slice(layer_thickness * 0.4, layer_thickness * 1.8, 0.10),\n",
    "    ),  # range of values for optimization, these depend on the size of the particles in the direction of orientation\n",
    "    args=(director, points),  # arguments to pass to calc_smectic\n",
    "    finish=scipy.optimize.fmin,  # use Nelder-Mead to refine the brute force result\n",
    ")[0]\n",
    "smec = -calc_smectic(maximal_d, director, points)\n",
    "\n",
    "# make a 3D plot of the system\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111, projection=\"3d\")\n",
    "ax.set_title(\n",
    "    f\"Nematic order parameter: {nematic.order:.2f} \\n Smectic order parameter: {smec:.2f} \\n Layer distance: {maximal_d:.2f}\"\n",
    ")\n",
    "ax.quiver3D(\n",
    "    points[:, 0],\n",
    "    points[:, 1],\n",
    "    points[:, 2],\n",
    "    orientations[:, 0],\n",
    "    orientations[:, 1],\n",
    "    orientations[:, 2],\n",
    "    normalize=True,\n",
    "    color=\"k\",\n",
    ")\n",
    "# change angle of plot view\n",
    "ax.view_init(elev=15)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lastly, we demonstrate a system with imperfect layering and imperfect orientational order. In this system, both smectic and nematic order parameters are between 0 and 1."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
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   "source": [
    "points = generate_smectic_a_positions(N, box_size, layer_thickness, particle_radius)\n",
    "noise = np.random.normal(0, 0.5, N)\n",
    "points[:, 2] = points[:, 2] + noise\n",
    "# set up perfectly oriented system\n",
    "orientations = np.asarray(\n",
    "    [\n",
    "        [0, 0, 1],\n",
    "    ]\n",
    "    * N\n",
    ")\n",
    "# We randomly rotate the starting orientations by some amount\n",
    "orientations = randomize_orientations(orientations, 0.25)\n",
    "# compute the order paramters\n",
    "nematic = freud.order.Nematic()\n",
    "nematic.compute(orientations)\n",
    "# make sure the director is normalized\n",
    "director = nematic.director / np.linalg.norm(nematic.director)\n",
    "maximal_d = scipy.optimize.brute(\n",
    "    calc_smectic,  # function to optimize\n",
    "    ranges=(\n",
    "        slice(layer_thickness * 0.4, layer_thickness * 1.8, 0.10),\n",
    "    ),  # range of values for optimization, these depend on the size of the particles in the direction of orientation\n",
    "    args=(director, points),  # arguments to pass to calc_smectic\n",
    "    finish=scipy.optimize.fmin,  # use Nelder-Mead to refine the brute force result\n",
    ")[0]\n",
    "smec = -calc_smectic(maximal_d, director, points)\n",
    "\n",
    "# make a 3D plot of the system\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(111, projection=\"3d\")\n",
    "ax.set_title(\n",
    "    f\"Nematic order parameter: {nematic.order:.2f} \\n Smectic order parameter: {smec:.2f} \\n Layer distance: {maximal_d:.2f}\"\n",
    ")\n",
    "ax.quiver3D(\n",
    "    points[:, 0],\n",
    "    points[:, 1],\n",
    "    points[:, 2],\n",
    "    orientations[:, 0],\n",
    "    orientations[:, 1],\n",
    "    orientations[:, 2],\n",
    "    normalize=True,\n",
    "    color=\"k\",\n",
    ")\n",
    "# change angle of plot view\n",
    "ax.view_init(elev=15)"
   ]
  }
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