{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "27b6be13-d0a5-41e1-9479-f1028b01610f",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "## Precomputed: regridding HEALPix GRIB fieldlist"
   ]
  },
  {
   "cell_type": "raw",
   "id": "4cf645d5-c3bb-46a3-afd9-60446adf40ba",
   "metadata": {
    "editable": true,
    "raw_mimetype": "text/restructuredtext",
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "This example shows how to interpolate GRIB data defined on a HEALPix nested grid using the :ref:`precomputed <precomputed-regrid-high>` backend. We will also see how to inspect and plot the resulting data and how to convert it to xarray.\n",
    "\n",
    "To make this notebook work :xref:`earthkit-data` and :xref:`earthkit-plots` have to be installed. The data will be represented as an `earthkit-data GRIB FieldList <https://earthkit-data.readthedocs.io/en/latest/guide/data_format/grib.html>`_."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "68d978ff-0c55-47d5-983b-829467675af0",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "#### Regridding"
   ]
  },
  {
   "cell_type": "raw",
   "id": "f7156fb5-6b4d-4589-b9b2-e0d5df4a524a",
   "metadata": {
    "editable": true,
    "raw_mimetype": "text/x-rst",
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "We perform the regridding with the :ref:`regrid() <precomputed-regrid-high>` method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8c1cff92-971e-4494-b847-b2df7e7ee53c",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "06f18d9c991a4347898584df54eaa396",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "H8_nested_t2.grib2:   0%|          | 0.00/4.82k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "((37, 72), (37, 72), (2, 37, 72))"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from earthkit.regrid import regrid\n",
    "from earthkit.data import from_source\n",
    "\n",
    "# Get HEALPix nested GRIB data containing two fields.\n",
    "ds = from_source(\"sample\", \"H8_nested_t2.grib2\")\n",
    "\n",
    "# the target grid is a global 5x5 degree regular latitude-longitude grid\n",
    "out_grid = {\"grid\": [5,5]}\n",
    "\n",
    "# perform interpolation for each field and add results \n",
    "# to a new fieldlist stored in memory\n",
    "r = regrid(ds, out_grid=out_grid, interpolation=\"linear\", backend=\"precomputed\")\n",
    "\n",
    "d = r.data()\n",
    "lat = d[0]\n",
    "lon = d[1]\n",
    "vals = d[2:]\n",
    "lat.shape, lon.shape, vals.shape"
   ]
  },
  {
   "cell_type": "raw",
   "id": "916918ad-c592-4dee-9d44-90095a83a9d5",
   "metadata": {
    "editable": true,
    "raw_mimetype": "text/restructuredtext",
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "Please note that regridding with the :ref:`precomputed <precomputed-regrid>` backend only works between a predefined set of global grids. See the :ref:`precomputed_inventory` for details."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e8e4e384-0e99-4609-8869-3d5a6783a344",
   "metadata": {},
   "source": [
    "#### Plotting the results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "91b54b7a-a8dc-4699-b60b-8923231f451a",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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5T+mHH36QfvjhB+n666+Xhg4dKh09elSSJElyOBzSlVdeKV1yySXSihUrpHXr1kmvvPKKlJWVJS1fvjzi912XqVOnSqNGjZJcLlfQudWrV0tZWVnSd999F3F+CxYskLKysvy/LRaLdOzYsXqvCdd268s30rz/TNatWydNnjxZysrK8rfvukTyrUOxcuVKKSsrS3rqqaekX3/9VXr77belgQMHSrNmzfKniVQGRIIs85sGWeYHI8t8Web/XWR+JHXE5XJJV155pTR27Fjpq6++ktasWSPdcsst0uDBg88qmd9cnHHj5eKLLw46vmDBAmnAgAGSw+E4A6UKJJLGcKbZv3+/dPPNN0v/93//J+3fvz9kedesWSNlZWVJ69evDzg+ffp06ZJLLgmb9yeffCL169dPOnHihP9Ybm6u1K9fP+mjjz6SJMlb0QcOHCjNnz8/4Nrbb79dmjRp0uk+XqPZu3evlJWVJX3xxRcBx+fMmSMNGjTIL1wjebalS5dKWVlZAYJNFEXpqquukm677bage1ssFmncuHHSzTffHJEie+ihh6SLL75Y8ng8/mNfffWVlJWVJR04cCAgjdvtDihnVlaW9OWXX4bN+5577pEuvfTSgA5XSUmJNGDAAGnhwoWSJNUo3Q0bNgRcO2XKFGnKlCn1lr0+vvnmGykrK0v67bffgs7NmDFDGjFihGS32yPOL5TCaYhTVWRnG2+88Yb073//W9qwYUPY8kbyrUNx/fXXS7feemvAsUWLFkkDBgyQysvLJUmKrJ1EiizzmwZZ5gciy3wvssz/e8j8SOqI7ztu3LjRn8ZsNkvDhw+XXnzxxbB5/9kyv7k4K+e86HQ6PB5PwDDWTz/9xC233MLQoUMZNWoU9957L0ePHg24bt26dUyePJlhw4Zx0UUXMXv2bCoqKgLS7N69mzvvvJOhQ4cyZswY/8ZNobjtttu49NJLAXjiiSf8Q5h1hyY3bdpEv379WL58ObfddhtDhgzhggsuYOHChVRXVzN79mxGjRrFiBEj+Oc//8mxY8cC7nP8+HHuv/9+RowYwahRo3jiiSeorq72n3/ppZcYN25c2HJ27NiRt956i/Hjx2MymUKmUalUXHTRRfTu3TvgeJs2bQKGIuvea+fOnbRo0YIWLVr406Snp9OyZUv/UPTevXtxu90MGjQoIO+BAwdy8ODBeodid+3axV133cXw4cM599xz+de//kVhYaH/vO/dfv/999x9990MGTKEsWPH1ru2vdPp5KKLLmLw4MEBx9u2bYvL5cJqtUb8bFFRUfzjH/8gMzPTn0YQBNq0aUNVVVXQvd944w1UKhU333xz2PLVZufOnQwcONC/qRjgf4++Mjz66KO8//77KJVKfxqDwQDgf5ZQtG7dmmuuuQa1Wu0/lpCQQHR0tL/s/fv3Z+XKlUEblhkMBiwWS0TPEIpzzz0Xg8HAqlWrAo6bzWZ+//13zj//fLRaLQAej4f33nuPK6+8knPOOYexY8cyZ86cesOI6oYUAPz8889ceeWVDB48mKuuuopffvkl7PW+Nrx48WIA+vXr599Ur27es2bNYtKkSXz00UdcdtllDB48mIkTJ7J161Z27NjBLbfc4q+Xr776Km63O+BeK1euZOLEiZxzzjmMHz+ezz//3H/O6XQyduxYXnnllbBlvfPOO3niiScYMGBA2DSRfOu693K5XOzfvz9ku/V4POzfvx+IrJ2EQpIkPvroI8aPH88555zD5ZdfHhT24nu3x44dw+PxMHLkSK677jq2bdsmy3xZ5ssyX5b5fv6XZH4kdWTXrl2o1eqAchuNRnr06OFPczbI/Pfeew+p1rpgvnf77bff8o9//IMhQ4b4ZX5jUDUqdTPh+/BOp5Pt27fzwQcfcOGFF/p3s/3ll1+YMWMGEyZMYMqUKdhsNt555x2mT5/OZ599hlqtZv/+/dx7772MHj2a22+/nby8PObNm0dOTg7z588HYN++fdx222306dOHp59+moKCAt544w3MZjOPP/54ULkefPBBjh49ysMPP8zkyZMZMmRIvc+xcOFC7rzzTiZPnsyKFStYvHgxK1asoF+/fjz11FMUFxfz2muv8e9//5v33nsP8MbWTp48mfT0dGbNmoXFYmHevHk88MADLFiwAIBbb72VK6+8Eo1Gc8rvePjw4QwfPjzo+ObNm+nfv7//d917lZaWEhcXF3RdfHw8ZWVl/jS+Y7WJi4tDFEUqKytJSkoKymPXrl3cdttt9O7dmyeeeAKz2czChQu59dZb+eCDD4iOjvan/c9//sOtt97KpEmTWLNmDYsWLaJr164hd0ru2bMnPXv2DDq+adMmOnbs6M83kme77LLLuOyyywLOu1wuduzYwahRowKO7969m08//ZRXX30VlSqyphWqDL7fvjL4yitJEh6Ph/z8fF555RUSEhIYM2ZM2LynT58edOzQoUOUl5f7BZ5Wq/UrFLfbjcViYfXq1axbt45///vfET1DKHQ6Heeddx4//fQTTqfTX59++uknHA4HY8eO9aedO3cun332GXfccQedOnUiPz+fefPmYbFYePLJJyO63759+3jwwQfp27cv//znP7HZbCxcuDBs+sTERN58802+/PJLvvrqK958882g+lubgwcPsn79eh544AF/G50xYwYqlYrJkyczZcoUfv/9d5YuXUpGRgYTJkwA4LPPPuPZZ5/l6quvZtq0aWzatIlnnnkGjUbDxRdfjEajYcGCBSHrYWOI5FvXvVdFRQUejyfouX2/y8vLgcjaSSheeuklPvnkE2644QZ69erFtm3bePfddzEYDH6Z73a7yc7OJjs7m969e3PttdfyxhtvcP/991NZWSnLfFnmyzJflvkh+TvL/EjqSGlpKbGxsQiCEJQuLy8PODtk/rx58ygqKuKBBx7wpzty5AjvvPMOd955J0qlkjfeeINHH32UL7/8MsDwro8zbrzk5+cHWYEdO3bkkUce8f9u3749b775pt+D5PF4UKvV3HPPPRw+fJhOnTqxceNG3G43Dz30kN8TZTQa+fLLL7Hb7eh0OubOnUtycjIvv/yy/wUpFAqef/55pk6dSkJCQkA52rdv7/d2ZGZmBnmw6jJjxgy/cMvKyuKXX34hNjaWWbNm+StYcXEx8+fPx2azodfrWbRoEZIk8dprrxEbGwt4K9/06dPZs2cPXbt2JTo6OkCoNxXLli1j//79PPbYY/5jde/lcrlCCmWFQoHL5fKnAYLS+bxGvvN1mTt3LikpKcydO9d/be/evZkwYQIffvghd9xxhz/tHXfcwaRJkwCv5+i7775j8+bNIRVZKH755RfWrFkT4O2I5NlCMW/ePKxWKzfccIP/mNvtZvbs2VxwwQUMGjQoaNKmx+MJ8M4olUpUKhVutzvi9/b+++/z6quvAt7vtHDhQr+AqTvZzqecauNyuXj66afp3r17UKemoqKC888/3//7jjvuCDsxPFLGjh3L119/ze+//87IkSMBWLVqFenp6fTp08efbty4cVxyySW0b98e8L6rY8eOBXirGuLtt98mNjaWV1991a80W7VqFfCNaqPRaOjduzcbNmwAaLBtR0dH88ILL/jlhsvlYtasWdx///1MnDgR8HrG1q5dyx9//MGECROw2+289tprjB07lhkzZgAwZMgQCgoKWLJkCRdffDFAgIe3qQj3rWvfK1y79Xn7arfvxraT3NxcPv74Y6ZMmeLfCXzo0KH89ttvHDx4MEjmt2nThldffRWj0YjL5eLRRx/lP//5j7/DI8v8pkGW+bLM9yHL/N715n8mZX4kdSRcXVYqlQH16EzLfLVazZtvvsnEiRNp2bIlAGq1mrlz55Kamuq/36OPPsqJEydo27ZtyPyDyhJRqmYkMTGRJUuWsGTJEt555x1mzpxJeXl5gPGSnp6Oy+Xirrvu4vzzz2fgwIH+VSt8Q+29e/dGqVQyc+ZM1q5di9VqZcyYMbzxxhvodDqcTiebNm1i5MiRCIKA2+3G7XbTs2dPPB4Pe/fuPe1niYmJ8f+t0WiIj4+nQ4cOAZZxcnIygD+0Yd26dQwcOBCTyRRQJiCilYJOlfXr1/PSSy8xbdo0OnbseEp51LX4G5PO4XCwdetWxowZE9BIWrZsSa9evfwCxkftMiqVSmJiYoLCQ8Jx4MABZs6cydVXXx2x4gv3bF9++SUffPABjz32WIBn8f3336ewsJD77rsv5HXffPMNQ4YM8f976qmnGl2GsWPH8t577zFnzhxSU1OZMWOG/x3Uzjuct3j27NkcO3aM//znPwHD0QAmk4klS5Ywb948JkyYwKJFi/j+++8bLGN99OvXj5SUFL777jvAW+c3bNjA2LFjA56tffv27Ny5k2uvvZbhw4czcOBAlixZ0qjVp/bs2cOQIUMCPNW+jmFTYDAYAjxCPqHboUOHgHSJiYn+b7J9+3YsFgujR4/2t223202vXr04fPgwNputycpXl/q+daRE0r7DpdmwYQOSJAV4WwG/8rrppptYsmQJQ4YMISYmBrPZ7Jf5tb2AssxvOmSZ3/gygyzzG4Ms85tf5p+OXG7OvMPJ/EsuuQRJkti4caP/WExMjP99QvDITySc8ZEXtVpN165d/b979OiB0Wjk4YcfZteuXXTv3p1169b5Y1//9a9/kZSUxP79+wOW5evRowcLFy5k6dKlPPLIIzidTgYOHMjdd99N+/btKS8vRxRFli5dytKlS4PKUXcJuubGFwNYWlrK6tWrWb169Z9Wpt27d/Pggw8yfvx4rrvuunrTqtXqkALF7XZjNBr9aSDYE+Sz0EMNA1ZWViJJUsjQgoSEBPbt29fgc0gR7K+am5vLtGnT6Nu3b5CSieTZavPLL7/w9NNPM23atACPVU5ODosXL2bGjBlERUXhdrv9S5GKoojH42HYsGEsWbLEf41PyKpUqrDvrW7ISEJCAgkJCXTr1o1evXoxduxYli9f7u8I1sfcuXNZvXo1r732Wkivj0ql8rfDgQMHkpuby4IFCwKes7EoFAouvPBCli1bhs1m4/vvv8fj8QQJt/nz5/Puu+8yceJE/vnPfxITE8Py5cv54osvIr5XaWlpkBf9TFG7bQNhlwetrKxEr9c3+f0b+tY+Im23jW0nUKOEfB13Hz7vsF6vp2vXrsTFxWEwGJg+fbpf5vt45ZVXZJnfRMgyH3+5ZJmPvxyyzG8amlrmR1JH1Gp1UBpfunChV2dC5vu+USSOh0jat48zbryEwjdslJOTQ/fu3Vm+fDmpqam8+OKL/qEzu90edF3v3r3p3bs3brebbdu2MXfuXG677Ta+/PJL/wufNGkSF154YdC16enpzfhE4TEYDAwePDikQgkl5E+XY8eOcc899zBs2LCAGMRwxMXFBU02BW8jbdWqFVAjlEtLS2nTpo0/TVlZGSqVKqQ3JCoqCoVCETJ+sqSkpEk8KGVlZUydOpVWrVoxZ86cgMmPENmz+di2bRuPPPII1113XdCw9NKlS3E4HMyePZvZs2cHnLvrrrtIS0vjq6++CvlMcXFxfoFX+/7g9eiAd/JfXFwcAwcO9KdJSkoiNjaW3NxcgAAHQF0++OADPvjgA1544QX69u0bcG7fvn3s2rWLK664IuD9tG/fPqL9ChrC5zn85ZdfWLVqFT169AhSpF988QUXXngh999/v//Y2rVrG3Wf2t6vswVf+NGTTz4ZVJ+AZlG89X3rusTExKBQKILqn69N+upfY9pJ7bx9edX2sPnkdt22UFvm176vLPNPH1nm1yDLfFnmNydNJfMjqSOxsbFUVlYGhZiVlZX509TlTMj84uJif3mbkjMeNhYK39B5Wloa4PVk6PX6gIZWd9Wa5557jrvvvhvwWq39+vXj5ptvpqqqipycHEwmEx07duTgwYN07do14F9iYmLYF+sbavV4PE39mAD07duXAwcO0KFDh6AyNbUiKykpYdq0aXTr1o0nnngionCSHj16UFBQELA50fHjx8nNzaV79+6AV4gqlcqglT7WrVtHly5dQsZO6vV6unfvzqpVqwLebW5uLjt27Kh3ZaVIsFqtTJ8+HZPJxMsvvxwyHjiSZwM4fPgw9913H2PHjmXatGlB+dx4443+0EffP18IzCOPPMLLL78ctpw9evRg/fr1AbHR69evB/CX4YsvvuDFF18M2FiuqKiIioqKBjtgK1euZO7cucyaNYthw4YFnT906BBz5sxhz549AccPHjzob3+nQ7t27ejUqRMff/wx27ZtCxlTLYpi0IpJkWzGVpvu3bvz+++/B7zH+iYW+mjO9t2zZ09UKhU5OTkBbbtDhw6kpaVFPDExUhr61nXRaDR06tSJX3/9NeD4unXrUKvVdOrUCYi8ndSmf//+CILAt99+G3Dc1/Gq277rynzwjtLIMv/0kGV+458NZJl/Osgy//RlfiR1xBf++ttvv/nTmM1mduzYQY8ePULmeyZkvm9z19Nt33U54yMvTqfTv0Sa2+1m3759vPnmmwGrh4wYMYJZs2bxyiuvMGjQILZs2eIfMvUtGzhgwAA++eQTnnzySc4//3wsFgvvvPMOycnJfq/e3XffzfTp07n33nu59NJL0Wg0rFy5kt9//53ly5f7VzerTXx8PBqNhlWrVhETExNRp6Ax+FaqueOOO7j66quJjo5m7dq1fP755yxbtoyWLVtiNpupqKgIWLausZjNZqZNm4bH42HixIkB4RngjedMTU0NutfYsWN5++23efDBB7n99ttRqVQsXrw4YNWT6OhoLr30UpYtW0ZUVBRdunTh559/Zvv27cyZMydsme6++27uuOMOpk+fzoQJEzCbzSxevJjExET/RM1Twe12M2PGDI4fP84TTzwRtCtsfHw8mZmZET1bYWEh06ZNIzk5mYsuuihoOb/MzEzS09ODFIqvXrZq1co/KTEUkyZN4qeffuK+++7jH//4B8XFxbz++usMGTKE1q1bA3D99ddz77338tBDD3HppZficDh49913iY2N9S/rGor169cza9YsLrjgAtLS0oLK3rVrV0aNGsXixYt59NFHmTJlComJiaxdu5b169czc+bM+l5zxIwbN46XXnoJtVrN6NGjg86PGDGCr776inbt2pGWlsbXX3/Njz/+CHh3EA83TF2byZMnc/311zN9+nSuuuoqrFarf+Wm+vB5iJYsWUK/fv3CCv1TIT4+nptuuok333yT6upqBg0ahNVqZenSpej1en/5cnJyiI2NDbvkbSRE8q01Gk3Qva699loee+wxZs6cyZgxYzh8+DBLly7l8ssv96eJpJ3UpVWrVvzjH/9gwYIFOBwOevTowY4dOzh48CA6nY7S0lJKS0spKSnBbDbz4osv+mW+b4do3wpLssw/NWSZX4Ms873IMv+vIfMjqSODBw+mbdu2PPXUU5SXlxMbG8uHH36IIAiMHz/en9eZlvnvvvsuV155pX++Y1Nxxo2X0tJSbr31VsDrPUtLS+OKK67glltu8U8MuvjiiykvL+eTTz7hk08+oVu3bsyePZs33niDoqIiAEaOHMmcOXN47733WLlyJTqdjj59+jB79my/B2bQoEHMmzePhQsX8thjj6FSqejVqxfz588PqcTAa6nefffdLFq0iNmzZ/P111836fP7VlKbN28eTz31FKIo0qVLF+bOnev/2AsXLmTNmjUsX778lJfO3Ldvn1+gT506Nej8lClTuP3224PuFRUVxRtvvMHLL7/MU089hSAI9OrVi2eeeSag4T3wwAMYDAY+++wzKisrycjI4LHHHqs3frZ3797Mnz+fN954g3/961/odDoGDx7M3XffHTARtrEUFRX5J4f5VvyozcUXX8ysWbMieraNGzdSWFhIYWGhfwWN2jz++ONccsklp1zW3r1789xzz7Fo0SIefvhhDAaDf08LH0OHDmX+/PksWrSImTNnotVq6du3L88991y9w9ArV67E7Xbz7bffBnlDAFasWEF6ejpvv/028+fP9+9R0bp1a55//nnOPffcU36u2owZM4ZXX32VoUOHhvyuvuUnFyxYgMvlYsiQITz44IMsW7aM48eP06VLlwbv0bFjR55//nnmzp3LQw89RMuWLbn99tsbXPpz9OjRrFq1ijfffJO8vLwmVWTgXcEnMTHRL7uio6MZPny4vw06nU5uvfVWxowZE/DNG0sk3zoxMTHoXhdeeCE2m43333+f1atXExsby9VXX80///lP/7WRyoC6PPjgg6SmpvLFF1/w3nvvkZqaSufOndm7d69f5guCgEKhYNKkSQEyH2D8+PGsWbNGlvmyzG8QWeZ7kWX+30PmR1JHVCoVr732Gi+99BIvv/wybrebTp068frrr/sN61D3+rNl/tSpU7n22mtP+73WRZAaM0NGRkZGRkZGRkZGRkbmDHFWznmRkZGRkZGRkZGRkZGpi2y8yMjIyMjIyMjIyMj8JZCNFxkZGRkZGRkZGRmZvwSy8SIjIyMjIyMjIyMj85dANl5kZP5HkSSJnJycM3LvEydOnJH7ysjIyPwvcCbleyRUVVWddZtMyvx1kI0XGZn/QSRJ4l//+hdvv/32Gbn/22+/zcyZM5EXO5SRkZFpWs60fI+EgwcPcu21157VBpbM2Yu8VLLMWYUoirz//vssX76c/Px8EhMTGTFiBLfffnvAvgwFBQW89NJLbNy4EZfLRceOHZk6dSpZWVn+NFVVVcybN4+ff/6Z6upqMjIyGD9+PFdddVXYnaZfffVVli5dGtFa/tu2bWPu3Lns378ftVpN//79ue+++wJ2Kc7OzmbevHns3LkTj8dDhw4duPPOO+ndu3e9eWdnZ/P666+zdetWJEmiXbt2TJkyhcGDB/vT2Gw23nnnHVatWkVxcTFpaWlceumlTJo0KeQO17VZtGgRP/zwA4sXL+bDDz9k8eLF9ab37ZMQKVVVVbzyyiv88ssvWK1WWrVqxa233sqoUaMA74Zu1157LePGjfPv+SEjI/P3RpbvNdc1JN/rvrdbbrmFnTt3+vdqqY/mlu/g3UPk559/5quvvqJnz55BctzhcLB48WK+++47SktLSUlJ4cILL+Smm27y78P0+uuv88svv7B06VL/MRmZSJCNF5mziueff57PP/+cG264gd69e3P48GEWLlxIz549ef311wHvbsqTJk3CYrFw5513YjAY+PDDD9mzZw8fffQRrVq1wu12c9NNN1FcXMyUKVPIyMjg999/56OPPuKuu+7i5ptvDrr3gQMHuP766/F4PA0qt5ycHK6++mq6devGNddcg9ls5o033sBgMPDxxx+jVqs5evQo119/PV27duWaa65BqVTy+eefs3HjRpYsWUK7du3C5n3dddeRmZnJtddei8FgYNmyZWzcuJGFCxfSp08fAO666y4OHDjA7bffTsuWLdm7dy8LFy7kpptu4o477ghb9hMnTnDVVVcxf/58evfuTUFBAQUFBf7zb7/9Nvv37+fZZ5/1H/PtUB0p06ZNY+fOnUydOpXk5GS+/PJLfvnlF+bPn0+/fv0AWLt2LQ8++CCffPLJae0kLiMj89dAlu+Ry/faLFu2jOeffx6gQeOlueW7y+XixRdfZNWqVVgsFjwej3/D09rce++9bNmyhVtuuYWOHTuyY8cO3nrrLS699FL+9a9/AV4D6IorrmD8+PHccsstEd1fRgYASUbmLKGsrEzq37+/NG/evIDjS5YskbKysqS8vDxJkiTp119/lbKysqSNGzf605jNZmn48OHSiy++KEmSJK1Zs0bKysqS1q9fH5DX9OnTpUsuuSTo3m63W7r++uulm2++WcrKypJWrFhRb1lfeeUVaejQoZLZbPYf27x5s5SVlSX99NNP/jSDBw+WrFarP43dbpfOOeccacGCBWHzfu6556Thw4dLFRUV/mM2m00aNWqUNGvWLEmSJCk7O1vKysqSvvjii4BrH3/8cWncuHH1ln327NnS7bffHvb8448/Ll188cX15pGbmxv2PfnKtnz5cv8xj8cjXX755dKMGTMC0l555ZXSM888U++9ZGRk/vrI8t1LJPK9NoWFhdLw4cP9Zc/Nza237M0t36urq6VrrrlGWrp0qVRSUiJlZWUFPe/evXtD6qc5c+ZIgwYNklwul//Ye++9J40cOVJyOBz1lklGpjbynBeZswaz2cyYMWM477zzAo63adMGgMrKSgB27dqFWq32e/ABjEYjPXr0YPfu3QCoVCouuuiioOH7Nm3a+POpzccff0xOTg733ntvRGXdtWsXPXr0wGg0+o/17t0brVbrL8Mtt9zCf//7X/R6vT+NWq1GpVJhsVjC5p2cnMzEiROJiYnxH9PpdKSnp/vLnpmZycqVKxk3blzAtXq9HqvVGjZvt9vN6tWrGT58eETPeSrs3LkTICAEQqFQ0K9fP/+78TFq1ChWrVqF2+1utvLIyMiceWT57iUS+V6bZ599lvbt23PZZZc1WO4/Q76bTCY+/PBDrrvuOhISEkKmcTqdXHTRRUFhcG3btsXlcgXoqFGjRlFdXc3atWubrcwyfz/qD4yXkfkTadmyJU8++WTQ8c2bN5OQkOAfhi8tLSU2NhZBEALSxcXFkZeXB8Dw4cNDCvDNmzfTv3//gGMFBQUsWLCA+++/n/j4+IjKWlpaSteuXQOOKRQKYmNjKS8vB7xCHryTJz0eDyUlJbz11ltIksQVV1wRNu8bb7wx6FhFRQXZ2dlcdNFFgFd5JyYmAuDxeLDZbKxfv56vv/465PU+Dh48SHV1dUDseFNTWloKEPQu4+PjKSsrCzjWu3dvFi9ezKFDh+jcuXOzlUlGRubMIst3L5HIdx9r1qzht99+48MPPwxy/ITiz5DvkdCzZ0969uwZdHzTpk107NiR6Oho/7GMjAySk5PZsmVLkGErIxMO2XiROavZu3cvH3/8Mffddx9qtRrwxtyGmpCuVCpxuVxh81q2bBn79+/nscceCzg+Z84cOnfuzGWXXUZ+fn7AOVEUA/JUKBSo1eqwZVAoFEFlWLNmDQ8//DAAGo2Gl19+2e9tdDqdAStuaTSaIKUN8Mwzz5CQkMDll18edG7kyJHYbDYALrvssnonwB88eBDAb/g0Bp+SBu978f3fN2oiCELAN6j7fhQKRdAIi+89yMaLjMz/HrJ89xJKvpvNZl544QVuvPFG2rZtG7HxAs0r30+VX375hTVr1vDKK68EnWvdurW/7DIykSAbLzJnLQUFBdx///0MHjyYCRMmRHRNKMUAsH79el566SWmTZtGx44d/ce/++47NmzYwIcffhjy2i1btgRMfu/bty+LFi1qVBkGDBjAkiVLKC4u5qOPPuLRRx/lnXfeITMzk3/84x8BCjXUZMwFCxbw66+/Mn/+/IAQBR+LFy/GbDazceNG3nvvPdq0acN1110Xsmy+dfVjY2PrfYZQfP311zzxxBMBx5588km/NzWSd1MXnwdOXu9fRuZ/C1m+ewkn3+fOnYterw+5+EA4zjb57uPAgQPMnDmTq6++mqFDhwadj46O5siRI6eUt8z/JrLxInNWUllZybRp00hMTGT27NkBCkOtVuNwOIKucblcfu9dbXbv3s2DDz7I+PHjAzr1VVVVvPTSS1x//fW0bNkSt9sd5HHq0qULS5Ys8V9jMBgaXYbo6Gh/CMKAAQO4+OKL+eCDD3jkkUd4+eWXcTqd/rRJSUkB13722We8/fbbPPnkk/Tq1Svku/KNWPTr14+KigoWLVrExIkTQ3oOa3vRGsuwYcP876KkpIT77ruPKVOmMGzYMCDw3QDY7XZ0Ol3AvTUaTUCevrS134GMjMzfG1m+ewkn37dt28by5cuZO3cuSqUyqOwejyfkKMifId8bS25uLtOmTaNv377cd999IdP4RrtkZCJFNl5kzjrsdjv33HMPgiD4vU+1iY2NpbKyErfbHdBBLysrCxouP3bsGPfccw/Dhg3jgQceCDj3+eefU1payttvvx20mZfP47Rp06ag2GdfGXxzO3yIokhFRYW/DL/++itut5tzzz3Xn0av15ORkUFubi4A7du3D/se1qxZw/PPP8+DDz7ImDFjAs4dP36cjRs3MmbMmID9ETp06MDnn38eUI7a+OK0rVar/+9IiY2N9Xv0fLHn6enpQe8nLi4O8MaNZ2Rk+I+XlpYGlcnnKaz9DDIyMn9fZPnupT75/vbbbyOKIlOnTg267vLLLw87CvJnyPfGUFZWxtSpU2nVqhVz5swJG3ZWWVnZ6PLK/G8jGy8yZxVut5uHHnqI0tJS3nrrrZDD3z179sTj8fDbb78xYsQIwBsfvGPHDq655hp/upKSEqZNm0a3bt144okngjYuGzduHAMGDAg4FsrjFIqePXuybNkyKioq/GX8448/cLvd9OjRA4AffviBX375hUGDBvkVtM1mIycnx79ZYzg2bdrEzJkzueOOO0KGVBQXFzNnzhyioqICFN+BAwcwGAxhwwZ8xkRBQUG9ivV08D3/r7/+ysSJEwGv4t+wYUPQ6JFv8mtDm67JyMj89ZHlu5eG5Pt9990XtFfXr7/+yuLFi3nppZfC7snyZ8j3SLFarUyfPh2TycTLL79c7yaU5eXl8l5fMo1CNl5kziqeeuopNmzYwGOPPUZubq7fgwVer1L79u0ZPHgwbdu25amnnqK8vJzY2Fh/TPP48eMBr7KbNm0aHo+HiRMnsmvXroD7pKamkpqaGjSMH6nHacKECXz66adMnz6dG264AbvdzhtvvEH79u39CvPqq6/mu+++Y/r06UyaNAmATz75BIfD4e/Uh+LAgQPcf//99O7dmz59+rBt27aA8+3bt6dPnz706NGD5557joqKClq1asW2bdtYsWIFkydPDhkyBtCtWzcEQWD//v3Nptzat2/PoEGDmDdvHpIk0aJFC1asWEFJSUlA5wO8S5IKgkC3bt2apSwyMjJnD7J8j0y+t27dOui67Oxs//lwzp4/Q75HgtvtZsaMGRw/fpwnnngiaDJ+7U0x7XY72dnZQaNPMjL1IRsvMmcVX3/9NQCzZs0KOucbKlepVLz22mu89NJLvPzyy7jdbjp16sTrr7/uF+r79u3zC8xQQ++hdgRuDC1atGDevHnMnTuXmTNnolarGTRoEPfff79/aLxz58688847zJs3zz/psVu3brz77rthd18G+PHHH7FYLGzcuJGNGzcGnV+wYAH9+vXj9ddf58033+TDDz+ktLSUli1b8vDDD4dckcxHbGwsffr0Yd26dUF7xDSG9PR0Nm3aFPb8M888w8svv8ybb76J1WqlTZs2PPfcc36vpY+NGzfSp0+fU5pgKiMj89dClu+Ry/dT4c+S7w1RVFTkf7YZM2YEnb/44ov9dWDr1q24XK6A8DsZmYYQpNrr+MnIyPzt+f7773n88cf573//e0aNhurqasaOHcu///1vRo8efcbKISMjI/N34WyR75Hy2GOPUVVVxdy5c890UWT+QigaTiIjI/N34vzzz6dz587Mnz//jJZj8eLFdOjQQTZcZGRkZJqIs0W+R8L+/fv58ccfueeee850UWT+YsjGi4zM/yCzZ8/mp59+4ptvvjkj91+5ciXfffcdTz/99Bm5v4yMjMzflTMt3yOhqKiIhx56iHvvvZe2bdue6eLI/MWQjRcZmf9BUlNTWbhwIRaL5Yzcv7y8nIULF5KamnpG7i8jIyPzd+VMy/dIKCsr46abbop4g1IZmdrIc15kZGRkZGRkZGRkZP4S/OVXG7NarSF3wpWRkZGROTNotdpT3pG7IWSZLyMjI3N20ZwyPxR/aePFarXyxX+/RYN4posiIyMjI3MSpVLJhRde2OTKzCvzV6LB06T5ysjIyMicOs0l88PxlzZeHA4HGkQ+SGxFkVrXZPlqbH+e9Vgf54nF/KBIajjhGURvbtp3NUydx6+uP3+3dZvJ+qffE/4a3zgSnPrI398FjkpWaWOasTRnH/9Lz5zssnNtyTEcDkeTKzKvzPfwqakTRaqzQ07X5nTl4ZmSf6eKzqw57TwGm06wztyyCUrTNNhNzma/x1/tO4eiMTrz76LnGsP/0jMnu61cad7fLDI/HH9p48VHkVpHrrYJX5g2smQ6c1TT3TMENrGafMWp3cNYZWri0oSmqomXfLAryyn0nIFOnrXp72mJNjeY5nS+8Z+B3VQdYcrI259VtDdtez2LcUVVAGCugKOxzd8p+rNRV8eekfsWqQzkq87CdhPb+Etqy+ozIf8Mlafu+ItUOtSHQyihWIprgpyaiEY+lDXG3uhbnDE9V4dIdFR4Im9/Z7ueaw7O1meOXKdHjtMBnE5VOgX+FsaL21iNS19/x6A5lGyoStDcBk1d/iwj5VRprGJURysxVDXdKFo4TkXhNJZw3+b0FEbz0RxC7a+Oz/iQCU2o9+NWNf98FKfeij1CJ1NT0VyyvbY8cIlOLDpzs8n10zFUzgS6ytP3jtljmjesvO47/TN0S32crfrlr0RT6EKPzYVdL+vU5uJvYbxEQiSdkKYwcGpX+uZQdn+GsfJXU3CnQmOesamVUe1vqNZo4Ay97uYyVhpqa6LHEZCmubz3Z9TwMNS5txkw/M0nmVtj/7RbhXNYNedIUGPay+nKfl8HtKnk/Z8l00/F2FBqhSYxUsIRSd5NaeDUftfNbcj82YbKqeoMuSPffJwNDrY/w2FVl7+H8aKrBoPttJVnfZXgVJSi3VTdZAZMUxotf7Zx0hjF1NyKDE4qKkkC6aTCEgQQwt8z3PtqKsVU+9v+WcrobBpl8bW7pup4nnFhXtdw+V/B99yS+4wV4XS/fVPVwaaS/Zbo0xuFaWpZ39yyuVmRJPAv7hMo8+s+1+kaM3/G6MtfxXCR8dKUeu6M67izgL+H8eLjdDoNDRg+dStLpBXwdJSY2qnB6Gyc4vpTDBOPE5W1EF3BJgS3HVdce0zZPyCpTHhMrZEEJZrSzXgMGaiq9uOK64WoiUPhLEVhL8Ed0wVRl4KkUCFqkxD1KadVFv2xZWgLfkDhqZlA6IrujKTUIbjLUFcfB0BU6kASESTvSkW+/4ejosctuI2pSCoDHkMioia62ZWSscr0pyilunWyKRVTQ21D4RSb1UPe3PMwGlQcoWSJ2wZWfXMUJzL+Vw2qRhLu2/7Zc3tOxWBpVtkvulHaShEq96AvPoIrpjvqip0oHF55LikNqCu2I6pjUJmP4I5qh6hLQfDYUNiLELXJuGI6g6BCUmrxRLU7rbJoCn9Cf+ILlI4S/2G3oQWiLgUkEU35VgAkpd7rpJLcgAJBctWbdVXna3DFtEZdbsCji0PUJ0RUpD87VOxMhIaF6sc0h0HzZ4fe+2hu46wpZcjfxtF3Gvy9jJfTIZRyr8egaWpvsY8ApaUpCZuuORSV4LajrshG4bKicFagcFSjK9qKpuIQAK7oTqir9gddJ6qMKNzenXyl0o2I6miUjhJU1QcQRCceU2vU5dtRWY4CoC1Zh6iKQuGuERYedSzWdpPRKA4SvfUd3KbWCKILwWVGkDwoHMV49GkoLcdQOkq95YnphqpyN0KIZ1FX7aO81x0Ibjsxu9+jovddOBK6gEKFJCgAAXXlERI3PB32fcTufCvg9/FxTxG9fy+SSkd1u6EonFbUVQWAhKRQ49FF4dHFgOL0vJN/lgFTm+Y0ZgCUdhuxh/djS0iGaB1IEtqKMjwaDW6DyTv69RfhVNq8z2A7Y8ridEO6/grGz6mWMYJ3cyphjqfiuGqMw6pJdIDoQV15BKW9HMFtRWkvRVWdgyFvHQDOmDZoKo8EXabLX+3/W1O+DWdcbzTl2/zHJKUewWNHW/Sr/5i2IAaFqzIgH3OH21BrKonZOBdXbHcESUTwWBDcNhTOCkRNDF5ZvRsAV3RHFI6yAKPFh8qagz22B25TG1TmbByp5+NIPRdJoQVBCYgIbitROx5D6Qwt36L3fRTwu7Lr9bj1iajN+ZjbXwKiBw/ZCB43kkKFR2vCrY8B1PW95SblbJrTUl/9Fjxuoo7tRlJpULaIQeeJQl1dhiQocBuiT1tPNjVNaTSdqv70leHPGuVqSJadzcbN38p40ekrG04UBrstxMofdZVhCCXXVEZMJJ62xiirSIb3lVUHMR5+D1X1QQA82hSUjsKw6UMZLoDfcKnIehlRnxayI6o0HyFm68O1rvE2TklQIapjUDpL0Z/4AkVsKirzYVTmw4jqGKxtb0DhKMVw9EPc0Z2QNHHgKMVlyqC6/RjUle1Rlx9CU3kYtyGFkmFPB93f2mZMyHI7k3qQd/FHKM35JP4+C6Wzqp63BZn/fcxbZgRi936LproIty4KtbU8IN2Jix7HEd+63rwa4kwYMLWp18smiqjsVlQ2K/qSIuxxCWgrykjdup6coaMxZ2SiNleT9scvJG//A6WrZm6CS6sjYchQOh84REzOUQCq01pS0b4LeYNGNqqMgttFytYNCEI85Z0G1GsAqc3ltP36DQS3i6NjbiH+wB+4dUa0FUWIKjXmjI5YUtviNsU2qgy1iUThNKcHv1kVjU/2nU1GTFOV5RQcV83xHY1VpnodVnD6BovSWkzU/k8w5K4FwBnbDk1Fdtj0oQyX2pT1nY49tR8ogrsSgsdB2rc1xovPcJEU6pPGjQPDkfdRJvRE6ShGWfgjAOW97gCFiritr+OMSQeFCvVJ1V7V+QpUVcfQlu1HVXUchdtC0XmvImqiA+5d1XFYmBKbsKYuAo+TxHVP+h1z4YjZs9T/ty73B1T2KkS1DpWtIiBd4aCbqW4X7p5NxxnTCZKE0mlDabegK8vHpY9C8HhI2baa8vZZVHTsjyC6Sdr+I7EH/kBfXhBwecz5Y2m//UOMxccAsCa2xB6fyomR14JS2aiixB7chKa6jOKe5yKpwhuNgsdNq1VvE3N0Jwf+MYOYIzsR1RrU1WUo3C7MGR2wJrfCEZ/W+PfRADpzFEqxGp3n1AyiUzWkmtro8cm5s9GI+VsYLxqtGZ3+9Dy3dQ2feo2ZMEZMOIXWkAeuPsMlEmUViaEiuMzoj32CqInB3nI8cesmI3hsNWVMORdJZUCX/z2CeGqTrySlDsFjRVP0G25Ta7SFP6ErWOM9pwizNJAg4EwegqiJx5E+BnvKIcqG3o2qYjeiPhVRl+wtX8vLvP+vE4tsT+t/SmWtjceURuEFC0OeMx5ZSczu93DEZFDdZjCGvF2orKUoHRYE0e03XESVjvKuF+GMbYEjNvO0ywQ19cISbQZRRFeWh8LtQhA9iGotLkM0pryDIElk/PIJKpc3dMGc3h6XIZq4Q1twGmOxJrfCozOCIJA/8BLv3yfp+Mkz6EvzKO55LnlDxtdbHl8d7vzBE2irQneyYj4M3xECUDvsqK1mYnKOIgECEJV/AqXLVa/xEtB+RA8olOiLT9Dqp28AqOjQF0kZXpFJggJJoURjKabTZ8/VHD9ZhsQ9v+HSGSkccDGSvgOOxPrDWkJ1Iupr46ejyCJVSPV1qJtM+Vhjzw4DRldNfeqrIUdWSPlem3pkPTTtyHtDjqvGOq38MlISiTrwfwguM9WdrsZw4kdi9rzvT+uKaok9tT9KexlKe3mYHOtHUnnLpj/xM6IuDqWthNgdiwHwhNnXSELAlpqFR5+Ipc2FWBJyyUuYhrryKCDhivW2PVvGEP815X3v9v/tSO6N5ZRKWwulhpKhT4Y8pSndS+K6/yCq9JR1H4euJBtNRQ4KjxOF247CXRMiVt51LI7YDCwt+pxuiUKirspH4bRiN9pAFFETg7aqBLW5nPi9v2Mq8BqX9tgUrMmtiD+wEUlQUNWqG259FAq3k8K+FwR00DN+/pjEPb9hTWzBwQkPRjTqnbjjJzJ+/zzkuejje2j1w9KQ53xozGUYi48hCgoUkoih5ASGkhPkDZ2ARxnBsvmiBwQFCreTVt+/B0Blm56olO3ruUZE6fHqhI7/90LQ6fgDGwEo7nctTlMytvQepxQB8FcZCYNTN27OaNRAGP4WxktDRGvLqXI0bh352sovSNGFGZGpL7TAV2lCVa5wkzLVjtAeCb+xIokIznIkVRQoazYL0+WswHDkAwCc8X1xm9ohamLQ5q8GQemdg6KOQlnLeNGd9HpZ2t6AO6Yb+uOfoSn9I+T9a1OR9TKGw++hKd9G3MY7Q6YR1dHYWlwBgoTh8FIEJABcsT2o7v6vYIEhKHHH9QzKp7mXvKyNL4bZ2nskxb1HgiSRsHUZhqJ9/jSlnQZS0nMk9sQWda+O+D6+pVEbInbft7T6eWVEeZryaryJGksFmiMV/t9V6QkYigso7dKT6pZtUVeXIiqUWJJMEQu27bfejaaqkuTtG0n/41dcegNurR59RSmFPbJQ22wIooeiHv1I3LMVU0Eu9tgEBLeL6PwTVLTtxLbuQ3DExoVcKKE+AawryaHTp88CsHfSv9l+52v1lrWmXZnIG/Uv2n1yV8B5ARAVKhSiG7XdQotflgFgSe+FMW87ACV9r8aW1BFHQht/XW3snAS1piYcqLHKLhIvXEPfLlQn+5SV0dk4CtNI6pXvtWlgVKahuZCRrD7ZqEn5koTCWYmk0CCpvZ0+XaUCdelmovZ4jXJnfD9EbTxuU1t0uZtQWY/jjO+CwlG3rCdQ7/sYR0I3Ss55AtOhLzEeX9NgEQrPm0vU/k8x5P5KwsZnw6Yzt7sEUGA48QPq6hxv8QUlhee/jqSp8y4EBa7YtpG9g2amom0bKtq+A4DxxGYSt33mP1fdMgtzm3Mo6taxzlUeGrPRRSRyX11VSvuvZkWUn66iEF2FN2pCkERiju70n6tKSyBuXznmjFaUdOuDylYMgDk1xetYtUSHzLM2JT1HUNmuN9FHdtBi7Wd4VBrssSkYS05gScrElpSJriyPku7DMOUeJO7AH1hT24AkEZV3EHN6e/ZfdS722JSIR1r8bcLjpv3HUwDIH/ZPDl3r/TYNdl4VCgqGTyN91TMYig8EnJIEBcLJBXuSNnn7Sua0npjydwBQ0Wk0loye2FK6NhjeFq7t1pb5TcnpGEunEx5+to3C/E8YL401XOrS4KhMbQXXgCETzogJtTSmS+vBGmP3e94Etx3D8R9QVudgOvGjP50oqLF0uRdXQhZIEqqqg/5zmrItaMq2+H97dCnEbPtX2Gc1Hl4S9lxtKrJeQtSloKo+FBDr7H/OtDHo8r8DQOGqwnjkPVwx3XGkX4gkqHDF98Ud2zWie/kIN8LUVEZNfZMuM1Y9jb7kEB6Vhso2PSkYcDGu6ODJnI31bPiWkGxIIOgK6xf4R0aPoM3qnwPzVquoaNuKiratEDwibVf9ROvvVyAA+rJcdky5lvWPTa91Rf1lqI0zVok5czCHLxlcb7rirAwgsA20tpXh0MdHfK/a2BNbsO/qR1F4XDijEwPONdQBlNR6v+LTlB1HV3IIXdlRFC4bKksZSnslaot3PpXPcAFI3OI1aFxRLVGZcykd+AjOxO6nPEn3TKwuF4pwowYRK6e/gREDEY6616Yeg6Y+Y6Y+Q8ZXD1yiE2qvAC2JKEvXoCk/Tty+Vf7DokKNue1YzJ0nYo8REapr6pGmbFNA3h6Vkfgtr4Z9HG3pblJ+uDvseR+l/R/AkdgdhbMaQ+6vQecru14fEGYVvW8ZHm0M9pQsHIk9ccW2xZZ+zlk7v61ue47d/V+/4WJJbsXx82/0ypww5W+M7I9E7uuV9YcQHh95Dpk//R5wzK3VYEuMp7RzB+yxMXT+v6+JObGX2CPHSdm+kYJ+meyafHnYelkf9igV1al9yR3ct950hX06ARcDNfW8nZiHXZHe4D1CynCliqOXv4DKWoY9vk1EZYWaEcuKgU9QASgthagrD6Mt2Y3CZUHhrEJpK0FlLQLwGy4AsftXE7t/NfaErmjLDlDV5Rosbcf6z5+JvXyaQ1fUlkONHeE/00bM/4TxEopobc0w+emMyvjwK7wIDZn6jBhjpRFNZR464SDpmz7FULAnII1U596CJCGqorxeOVsumlLvcKgjLguV9QRKR5F/Ur0rqiNKW35Q+Z2xPZGUBrSl6wFwGzJRWY+HfQexm+8L+O2K7oyqaj+21tdgb3EJumOfBl2jrtyFunIXoiYOW9vrwubdWE7XqKlPEFmizajN5ehLvKMZSreTuENbiD62h83THq3XKxNJ4xY9DlwpRxtMV3xOBo7US4g+UoC62krG2t0B51v9uJbKNqmcGNWH7m9+6y2ry03C/mwS9mez9oXbyDu/fZ3yhihfQ5OXI+mo1jM3DLzPHIQoYizKQ1tRhlKMw5zRIWwYmC8EImJvteghfsdyLC364Ej0ened8Zk44zPhwI9EH99FZY9/4jGlE7PzHYzHVuFI6IbSVuxdYenkqnTq6hMA6Ao24Y5qialIQBIELImqM9YhC6dwVDYrolKJqGn8To51jZqIV1f7M40YexQYbeFP22JOeQ5kJNed7mh8KENGZalEbz5B0pav0ZfkoDGHD+VSiC7chhRvOA0ScdveAMCW2B2loxLNyboKIGqjcSZ0Rl+4OSAPUVBhyxiCMcfr9HDpU1Dbws95TPjj+YDfzuh0lLZyrOk9KBp0C/qC3USDfwEVQXShspVgOup1YuWPefOsNFxCyX/B7SDmYM2iBMaiY3T+8En2X/0IlZkNy50G97oSqnAl1z/H0tZaxaaHriZxezZurYb2XwYaKpk//Y4jxsi+686j17yvAFA5nETlFhCVW8Afj17D2udurSPzq8HavCFAoeq5x+byDk7VQVteiK48HwkBKaoXYhhxpXFngCYDQyP678YjK/HoE71zsgCPMQWPMQVRG0fU/mVUdxiPM7E7uoI/iN/8MvaknihtpaisxQii14OgK/X2vXQFf2BrMdSbsSRhqIgKihpoDoOmMQaLwuVAcDvx6E9/nk1j5m+eKSPmb2G8OB0miIo8Cra24RLqd20iNWxChiHUY8iEMmKUtmq6v/toTZ6DBgUZLuBVDvakXkiaTECJtuhHYnbMRFJosbW6ClvL8Whzv0NbvhlJ8H5i36R6XdHPiEpDwLLCAJqKHQG/axsuodLXpXjIo1Crsyl4LkGQQJ8TIk5WdKM/ugyFsxQ8DiR1FKI6BlGfjhCvB8lzcnWY08Nn1JzKyExtodHp49kB5wRJ5MDlEwOUQtgG3ECHTml3oNNHJvSc3QyUdPN2vu2dYojfeJSoQ8WobC5yL+lO4XkdQaFgz0OjUVfZMR0qpqx/K2wZsegI3yEL6Ig1RQc0VB6WGDRV1RiKSoi2uGmT/QOSYEJpt2EsykdfVhyQPH/AxRRlBS+0cGp7Xgje+S7OBJQVGpTWImK3LwRBibryCAq3FWVVDqI+Dm2Zd1EKbeluHPFdKDnncaIOfB4QTmM6+h3G4z94f0gef/hBWb/7KevU/RTKVz9KhxVRpSZ+73pU1ipsSS2wxQoYivLQJKTgjIrGGRXjN1Q0leX0WfQ8hb0GcPSCy0GSSNy9hcrWHXCZGg4RqUvtzki9ispvtNbvMW4yGph/czoGTEPU68CCyEfjJYkuSx5FY/HqAdOgQQEhP7WxJrbHFZOGI7YlcQd+JX7HItixiMqu11PZeSKG4z+iL9kVdJ3ako/aEuywUkhuv+EC1Gu4hKJgyG0441vVlC+9FyX9riX64I9oK/OC0puyv0bhqEThsSOq9IiaKNyGFBQdosDjDAx9Po39ZE7XaWWJNtNyzRLUlsBvnDtoRJDhUm97CFM3dfpKlHZdZHI/E0oyvXOA9nQaTcoP+4k6VIymwkZZ7xYcvXEgokbFzsfHoq6yE7/5OGVZmZjbJiIoRHQEd0KbbcwgRB9HabNiKC7A5Koiff8PKCQ9gseFtrwQY9GxgMstGb3JH1kTCXA6i1PoKhUo3VEobBqoVCC4zBgOv4vScgwQUFmOodryBh5DCzSV3jajKz4ZMtbvVVRVBzAdmOfPT1u2j5TVU0HwztlSnDRuqttdSnXniSAIweVNOuXiY9MWIWr0xB7agra8EGdUPPb4NIwFR3BGxeGIScatj8KjP1kfJYkeb84A8IdSRx3fi1tvwpbUstH3b8yqZ+rqWFSOyEPlm4q/hfECzaeo6jNsQlHliKvfkKnHiFHj9cR4VBp/hygcuuLtwPaAY4LowHDEO2wvquJAtCCE2DCuriEiKjT+xlgXn+EiIfjnqkiCMmCPlMJzXw4wXABsCTpsCVdS3vtKBJeVqIOfo6koRFO2CVGbAKIDjz4DSWVAcHuXZlYV/YI2Tkf8+mep6jETd0zXejePjJSASax1CKXA6no79v/jBrp+vNj/26XT03LtN+xqfzUeXR1XUQiFFa5eRmvL0VTGNbqOAXgGmyge3J1it4jC7kE0qYn2GSgdBCT0VGdlokZCTf3GeXN18ADiNxylzdINCCeHC61JMZjadSF5e+DIkahQUNm6A7bEFJyxHahqHWwE1Ge4pP34CkpbOTljnwDAUKHFcPwH9Dk/4zZloK7OQblvDQqXxV+PAUSVd+8Vlb0Ma2I3v/FS3vsuHMm9EDXRVPa8lcqetyI4zajMeXiMyYjaWG8Gkkj6f6/1PuumF7GnepdabbINTPMO0f7LV3Hpo1DbqinrNIDUzaHnPlVmtiXm+GEAnMYodBVWWn//I0V9L0Bf7sKRoEdJZF65cEorIkPGHgUhOk3NQgOjPqerFyJpmz4HV9h5NCEm//vfnSgiqr2y01PPykkAhpJDUBK8OpYvVMsZHXlIjSQocBkT0ZiLgs6JKi0Kt3d01Cf33dooVI6ab5o/7J8BhgsACgWVnc6nstP5IInE7luNvnAfxtxtgHckxmNMxqUyIHicKJzV6Iq2oYvSk/7bi1R2uRZL6wvQmU9vRbVInFYNyf2C/uOIzd6GwuPdF8ZpjCJ163pKumdhzgzhWGus3FeegtzvKFDasTOlUieU1U480VpMvnbWEkBFRbe2KIDoMCHAzSXv7bYY/zswHSui17wv8Wg0qOwOrIkpmNq3IWn3lqDrzGntcUe1whGfiaVlvwYNltpGrTbvO4zZb1M+6C0ktVc3qCr2eBcm0iWjsBehtBciuCoD+iserdeqULoqcKtrQteru8xA1Kcg6lNx6lMpSxkOkoiqaj+iNsG/eBCA4cBCdIU/EJW9AnOHK/wLV9RG7VASch+HMPjqn+B20XPxQ1S06UXske2Y09qjKy9AZa9/FMaj0mBNbUOLnz+mqPcov9PrdPizl25uDH8b4yUSTqWTeKr3qKvQ6jNiFE4nvRZ9guBxY0lOR2V34oxJRNToqGzdA7XVia7sKJKgROkKtnBdUR1RVx/AHdUBSaHBbWqLsroQSRWNrfVFoFBh3PcaavMhPOo4FK5y3Lo01HavN04hOnHE9kZbsQ0gwFDxGTq1O3xuYypqcy4AlsxReIyp9b4TSW2gqmtkYWIW016sORqid3pXgikb/C6oTm1zv0gNlrrGit1UjcpqwaPVISkU9FwQuN+LILoxFRSiEorxGAI71PUprFDolHbi1WX1Pke9qAE9CDYPpreOYr0sDU/L+ldvKXPVzDdp6jbhq/dKq5PYbTm0+cC76ENxz7Yk7TiMobgS2kH2uPMxp6VgS4hD8AQurx1qYnNDIy6VHUYQdfh3Wqx6FcFtRVLq0JV4PWnu6NZUd5yA25iKqIlCUunDhq9U9rqtphyVCgiITIoGZTRupRXDsTXE7nwz8Nou13k3xMPrNQxnwCis5diM1bijGp7349YaqGjTgfJWHcj441fiDvyBW6tD8HgQVSrUdhuO6FjM6S0p6p6FxlKNvrQYjaUajWUXMcd2UdznfIr7jG7wXrWJJITgTIcNNBWn2wbqXh+qg1i7c+ej/Ufrid+fjSM6CkkRizPKhFtvoKplG0SVGkNRHiq7DYUnON7GmtwJQ9F+3PpYXKZkRF0GosaEx5CEud3FSGoDquIfid/9X5xRKairC3HpYtDYveUSJBG3IRa1uThAtgN+wwVq5L6k1iG6HSg8XidXUffONDhBvcsYKrqEXqbeh6FShzX6INWFscTs/YCYvR9QPOQ/uOI6+NM0dhTmVOW+wuXAbqz2jnLuXOs3XACQ3KgcdpTuHKBVo42VoLSnK/cTACwYlp3AnWnAOTj0Zpq1ZX24stTlVOcICy43sYfy6PaW17lS2bolptx8DCWF0L4N+VlDqGjXGUnbCpcxBgRFgFwPZbjU9+1dsd1wJPTHuPclPKa2qKr2o672TswXbUXY0q5D1KYgquNBoQ/rCLWn1VpoyAXKikBHrkQ7BJsHbfFmDMdeDtjo1BHfH61ZD0jYY4Pz9ukBweVAZS7GFRe4uE/IsDBRpCqzK9UZHdCV5WMoPIqkUOBRqvHoDGhOjghWtOtDWYd+JO5eS/SJvSjdTqJy9gP7Ke16DhUdssK+u8ZyNhox/xPGS2OU0+kIlFCdwnqNmJMGjNLpwliUh6hSsW/CZDwaDYaiAiRrGaJKjeAu8SsUS2pXJH0rRJUBV1QmklqPxqbD7ixDf/xz1NUH/Rt6VXd4FmWVFeOxF/xr7Ctd3nKp7fl4VDEo3ZW4o9oj6mosdEur81HaytEWb0MRYuTGZ7gAGI+vwXh8DR6NkeJ+kzC3OeeU35+hUgcKFRW970ThMqMr3EL8upsoOH8Boq6BSbRhiGRkpXaDzJr7H1SO8F5zc0YCe26+EGeMd7nhxhorwfXLO6E9RV0cnLgRSCoJhqnQp1cjqANDKAtdgePXjanjdZVfQ0Rry5F2uugw72cUbm8nwq1Xk7TjMBXt0jk0YSiZUiz5tfZTUVfXMSQkyb80p1tn5NBl0xGkliRu+pCYw96JwjkX/AuXMQFDwW6iD/2CvvggEgKc/G9trC1H+JdfbQy1O0FKSyEJG572T+4MRcze94na/wkK0Rngva5umYV6QD8MJRUk/fEOamtNrLskKHDEJoMocmj8fXh0xoD6KHrcRB8/QnGPfmy96xEEt4s+8+egcrtQur1KtKpFGw6PuxKAHW3qroIE3mDz8KsdNoTOHHVWKa0A6gnNCUUkuuB0dUBExow1mtTNXuN6/3Xn4tZp0BZKiMWVuPUKFE4bGotXTlWntcSanIqkiscZnYg9Jgml04FKeRPpP7yAtuwICo+301Yw5A7sSQYSN3+M6YR34r6m2hsOprFXUtl6MDFH1+FR6xG1UUhKNYLHSXVGRxwxycQe2ozSaQ8yaNTm4oAjveZPA6Cwz2gKBl4S0hnQULy+scqENcaOS+OhcODlOKJ1JG5ZRtJv/6Zk0GM4E7t539UpLsgSqezP/OG/pG3+rd68dt9+EZYM3wIhFcDpyv4mkvv9gCQnwsl8TkXWN8bACWfYRNnz6fjyz+hLvbLNadCTsO8QolLJjpuvobU+neOGhAD5U9chpSneQcLG5xAkDyX9H0Ch6YMu53M0Rb+hsuVgaXsTjtRz0ZRsRFW1H13B90goABFNZeBIviNxLO6Yfg0+e714LBhOLEBdvS1sEm3ZH2h+uxZB8iApVAiit79kT+6NakB/tEVWoretxJRTk4ckKHAbExAFD8fG3IItqc7WCgoBXWke1uRW7J80EySRzNXvEZe9BeVJw8Wt0XPs/BtBoaS6TfDKrM3B2aYD/jbGy6koq9PyfDSQn08g1GvEGCpQ2p0MfO5dADY8+E8UrhQABFHCXWwj9tCPCIAjKh5XVAtMeTuAPbgNyf6OlKgyoXB7hbIzrg/qyr2I6nhETSKmQ48H7GpsaXczxuy3AbxDre5KVNWHUJ2sl9XtLkWftwGPMYljlz9L4tZPiTq63n/94QmvIYge2nx+T8CzK50WUn9fDL8vJm/kvVhDrJkeSpnVFmA+RWaNsWM9fxrtP5gMQOr3d2Bu2Y+C4f8E6vdqh6I+YwUCPceC6CIUokrB/unnYmmTgEJwB8whidxQ8VJbYRkV8QG/U5WloR8iEgZC7aGCAk9C0P0a4rSUnygR9UcBaYu9MfvlPdKJ25mHM97AntuGUmX0KmzC9/8BSN78HWl//Nc7Auhx03nZ05R2v9RvuNgS2tJi1Wz/Hi0+KjueR3XbITjiMtFU5pH5zb/JPW8GtrQMQkV6NyamOuXHewBwmTJwJPXAFdMWtzEFV0xbEBT+0LFjlz+HqNajcFnRlRwmds83GPN3oS2LI/3n7wHIGXYVFe36YMo7hOBx0WqNd4W/titeYufN94AoojFX4YyOxRkTxx/3/cdfjtjDB1DbAyeqJ+3ZStKerf7f5e0649IbcRtN5A0cgUdb85z1LdleH/UZMGdsD4BGGC6NbaM+Im07vnZTN79wxkz/OR8CsH/aSBydjdhtMbiiLLjtDuIOZiNI4DAZsSXGo62oJGX7CWzxSf65YaJS7R8ZsKZ0RlOZhyC6sSe0IW7nCr/hApB37n2k//gSAIbCfUiCAqXLhumEdwJ/RZueiCo10cd3k33Z3Zjys8lYW7M88N5rZuKMSaLXguAVyVK2riZl62ryB17C8aEDQNHwXEVf3au9wppFZ8YycCi6ooOYcraQuP4p3Lpojl7xsn9uoa+9NjYks7b8DyX7PbrQIdMAO28fR1WbVCSVsgkcVV5S1MVNJ/e71fxZ4ElodH2tr5yhHFehtp0wHSqm88veOYAFAzqRunE/GquNbbdMwtyqhXeE1lZ/O4s7uI+Ejc8iISAqtST+8Tz2lHP9Wzi4jK0wHn4X4+F3A65zxQzAFTcct7ETIBK95y7sqVfiTLyggTfQMIacRairtyEqTbij++I2dEDUJOFM7QxKLfFrrwGgst8riOpYnCYrSksR0fs+RlN2AHVVIjG7vkRlLcLcsi8FQ+7AkL8bhcvq7SsBHT973j9HRV1dhssUh6TSsPcGb+SJ3VSNrqyEuOzAkDuV00avhff4f5tTM7AmpiIpleQPGI4jNrzT8VQcWGeb4QJ/E+NFozUTKriwXqEiSijz7EhKAf2aYvTfFWIbnYyjXxySToFkUiEmak+54+cTCPUZMXZbDJqqmjCw7u8to7RzB6KP5xJ9PA9Gnut/Km11GdrqMvJG3os9sS2iSkfq+s+wp2ThTOhK/Nal6PK/w5kyAmv7m4nZdD+a8l8xt/s36so/UNoOoa7c4DdcAFS2mhEUW0o/yrPuxRZlpt2yFahshaT+tgh7Qk0ctTW1K6LWhOAOXi3q0GV30/7LuQCk//Sy/7hHrSX70mk44lKB4KVE6hoWtde/L+h3EambvCtnmU5s8hsz2RMX4Y2XCp1HKGo3vqCOli9W93gRtvQYTMeCBa3CLaLsogwZSxxS+IsS2l9LiYmyIPQPH8ZlEOxBiitFOH2julCKJ9lVgugQce4QcR4S0fVT4imWUGcqULdVICi8tctn5EDDnbW6xg3UPL+i0E784poJwxV9WhC3M4+SQW3w6BqOvU3YvZX0jb+iMVez99rHcUYnEnvgD1qtWULCrhWIKh0Ktx19qXdehwCUdR2LpqoAU84WYg+sIfbAGk5cOBNHQlv/ssjhqNsJqs+Yybv4o3rzyL56ISAhqbx13KPSYGnZ178fRAcxj+2dLwu4trBXO+8+CMe7En9wD4bSIgyFebRe/SVR+SeozGyLIIroykpAEPyTugEK+g7m2LljESQJU/4Jun5UMyerOqM1mb94QzfSN/xMdXomJ4ZdgFtvQGOu8oYiuV2ICiWCMgVrUiYKtxO3Ibre1aAiGYExncij8+pfof+AetOdNmE2qazXcJEk1IVWYgxVqPeZiVp0BEf/OOzDE4lLMINagHQVwimsiBWq3RS6kkIbM6pStKXe0dG276+jcFhHjMfKMORUoOo/0D8/TGu2oDVbyB47itKuHXFGmWj54248Wh0lXXqRsjObVmuWYElJI3/kPbT8dhbxu76iaMCNWDN6oSs5RNSR9X7DBUBtq9GJtrhUsi+7G48+yj+S0vLnj6hs0yugzFUt9IQKEcu+aAIxRw+RuHcbaRu+Im3DV/5zBy67lqqWbfDog2Vf3TpUeyWqnKEX0fljb0dNZa+i/Ue3AHBk/CtYGzH43pDB4kNTWYXGGt7B6W6rRmuqyashQ0W9vQJlmQv7yER8fZJwMjWcwXIq8r9QiidVWYrklvDYRFwHJeyb3egHqfAUSVSlxEJbDYJWUW+ZILQhXl9USYfXfvKfsyd6P1Jh7+64ogM7yaFGXbTFh0nZ+CEqc553Ke6UvhjzThCz5UG/4QKgttRM7nfGDEZSmdCWrkZTuR5N5XrsSZfhSJ1AVfea/s3pYm11b+gTKu/CEmVDP/KGKJ+cbyNqVIiaaEoHPwaALfogR1teG5hni94A5CgraPGrd0VWY342sQc3kbh7LdbElriMWnRlxQiShMZce5ReYNPd/0ZSKlGbq+mzqGb1P0tqC0x5JzAW5ZGyfSOO6FhyB51LdYtWaCzeMHily+md62YwYk1OQ1Kq8Gg0aG31hwk2JPM1VRVk/vY1dOlWb7qmRpAkqe7Ku38ZysvL+f7773k1SyAvKlDhhBIyCc4iYp/YixijRn3AK5BEgxJPC73/NwB6AWwnX0tHLYgSQpIKMtReBRevQtAISBYRIU0F7bQIqpr7h+rglTni0OZUY9hdisLhIfqnXNRmB3tnnE+VIZWkrYcQRBFDjpnqFulYU5O5VJ/G9q++JOZY8CRN8C5VWTL0Oa+3S5LQl9mRVN5wJsOBz9AVehuHM2YgguTGFd0SSROHqIkmap933f+C0QtAdJO6ZioAR654kbi93xFba08BHyeGXY0jLgWV3Uz0kR04YpNJ++Obms0aEzJI2fQtCpcTffFxovIOBuWx98qbqWodflfcq21lLDu5B4jg8dB25Xck7lkbkMatNbD75vCbo4VqbAEGSy2Pra+zE7Mzlw4LAu9Tl9IFfZD04T2LtRWCdMyJ+Eg+wmgTiskJYRVVlwN9Kev0fchz7d0NDFHUwuOGbUtj8LgEFCo4vMYIUsOdsKTZelSpChSm+tPWNnBqU7euq3ZWEv3aYRSO4Dj9ku6tUXhE+o8YxgcxcXi0WiSV931qyo0MePlxADZPfQyVxzsCqTaX03XpvwFwmZKo6DgKQ/4ujPleI6my/QiKB96E0lpOmy+8y3cXnHMb5jb17z9THw2NyETi+a1rUI8X8/j85D4HoeqnrrSIFr+tIWH/TsxpKey7+lKM+UUgCFiTEzDmFtLp/77m6PnDMWekUtk6E5S1YrhFCUESvYqtOhZED3HZ+0nf8DOmfO+yuY7oWJymaNw6PaJajcLjQVNdibEwj+q09hwffRNuYwz4VMLJTrzSbkFfkoMzKh5tZQkeRRluvRFRrcat885Hsyc4cZmMtPh5Hb0372T06NGcf/75xMWd3h5bdfHJ/Oe7R5FjrDFewhotbpG0xTvQ5prRFNQ4ilxtjagP1wqvTFFBoTfkQ9NZgeQGZZyAKkOBwiCgiPb+E6sllDECmi5KFLrwbabAk4AkSlDiRtphh3wX9kIl2i0VVN/eBsfAePQrC6gyxmHcVYwjMxpHhonhxh78vH8HLT/fFjbvDQ/cBXhj5w2lSkSt10BI2nOI9J+9ct2S3hMEAacpGWdsC0BCU7SFuCM7ODbqBqpa96DL+4+jclg5dNndeJQVdPo8eI+v4i69KenRF0mhIHXTb5S37Uy7VV9QndaS3HPOo7J1B+IP7CL6xBGUTgeJe4LLfeji0RT07x3WML6uSPTLfID4vdvp8PWyoHTbb38lopEdH2EdViflv664kn7PBt+nNjn39MXaPXA/qbCjdU6RxClbIEWF4qX0ICO4tg7ocqAvezt6jbRQxkoksl+SYP83Rk7kRqPUSJT9okS0NyzzEx7Woc5UoIgXEAQhrGyHYPledzSmyhGHtqCKdm/+jiE/uA3mZw0h5tghel80ji9og0dnxGCJ9deFNp/dh9JRTuHIl/CY0rxzXDwOorc9isrq3djUmnEzKvMu1NU7EEQ7kkJHVbfFIEnE7LoBAGfsEGwt72jw2ZsCT6wm5PG64Y1jog/yhRC80pdPNyht1aRsXkX8vnVISjV7r7wRtdWMym7DmpSK2mKm9ZoVOKJiyR3Wm6rMjMAFgiQJweNBUqn8vw2FxXT6v/+iNlvQWKw4TdG4jCZceiMerQ5B9KC2WjDlHqc6I5OcYRdQ3dLroNZVm/zfRXC7MBQewRYrgSiiLy/BrTfi0Whw6/RICgWSQokzOhZT/haG/HdNs8n8cPztjJe6Rouq3E6cpwxFmRPT4iMoy13YhyQguET0Q1RhveLSVhtSpQchWgFKASnHhaHUDB4Jd5GE5AanQQvHnVDqhiglOCVorUYxNgbJKeJ+rxJlRegwJAD3SW+0yl6TRlIISAiUdm7PqA6d+G+ZA31pIXEH9+FRa/HojEhKEwgKnPGtsLa7CQQBha0UQ2E+uvxViNpEPOrOaEtWorLs9eaLAkvrSZiOvn/ytwqB4PksAObU7rijkxFcTqKOb8Ct1qKxm4PCdEKRO3AE+SdDVRL2bif+wC6QIP5gTUzq9lsmUd2q7q70XiZV2PgwtmaCft/X3sJQHNzx33D/k35F1mDISp3wktodHV99UVY6iF1znIRvjgDgTtOhyq/ppApXxaK4vH7XXyRD/3UVVYsDQ8np6DWaQimsGFfobySJcPgPA0c2GTiyMcwOv0YPiZ0c0E6DOg40yRKiHQ6/EHoUxHSpGoVBQNNRgaaTMsAg91FX0UlFLsS3y3CXgPUfGTj7xYFTxPmHG0mrwJFuQlXlpFyXRPtFv2HMrWDQoEGsX+8NRXTpddjjY7EmJZK0Yw8KUSTnnPMo7D0It9GEzhxFlyUz0VgqcBpjsSd3ReFxUtFpNPakDjUdIkkifsdy9IX7yB/+T0Sdd0ng+kblTm3Z5fDUd6/LlMcCOmi1Cai/ktQse2GE25ASoMOXHxB/wNs+3Ro9SpfDK2u0BjxaA7qyPBRioDFqTsnwegV9Bo7Diluvx5YQh6FVJtcmpTW78VKSGHp5/FhXIUqLC6XZReL/HcRwoBxXGwPu9iYko5Koq2o6H7XbrOuoB8deD8pkBYIaPIUSmgIrohNc5QIeMyijwFkM9uMCyqiaT9XiRg/VCSbKX3HgKW1ApZoUYA7s6EgqAVu7WIZ268tq+2HsgpHU7/Yg6tS4jRpcOj0erQaPUs/BK8bi0WnRFWnQlxWTumUHgiRSndGRqMIy4nf/t+Z9dTifuIOhnSO1cRhNlHXyGjxJuzYjCQrU9siWPy3o24OcYYOwJ8ShKyun6/v/R3GPLrT6sWYeyfHz+3L8wjpzEE7O+awr81v8sp7W3/8SdJ99EyZT2aZD0PFQhBtdhxr5LzjdJK3NpsVXO1A4RewtTOhyatqwo28s1Xe1BXXwRO+GRqgb0gVZB7v65b6PcAZLbR2Qv1/L/p9N5GXrsBQEy3FBLaHNkEgaJeI2g6GNhNIEhxdocecEzx0yXaxG0IK6rRJtVyVF2sSgNHUNmHJrDCnv7kZ3tIrKIekcG5XlDXXda0dfVEF5pxZoCxU4ok1k/vQ7qVt2Bsh8j0qD25SC2xCPwmlGX5KNNWMI1R2vxGNMQVepwLhvLtpib/2xp41BWZ2PM34E7qg+oKh5bnXFOrRFy7FmTkPUtQhrWNSl7qT8hmgo31Dzss5L2sfXztb+36H0g91UHeQs8tGcobiZa3aQ+bN3dN6t06NwOpEUClxGEx6NFm1VJSpHYHhydXommupKBEkCPCjcbiSFAltCPMYW6Uxs0fpPNV7+FmFjEHqkpeUn29Cv8goEdws99pFJ2C5LI0UTeh+CAIFTd65XXwgV9gQ6PFUSolnCdcxD+V4N4vJKOORAKYFjYBzaDd6y2drGUHFeJtX9vV7lKncC2mIzUfsLcRCFwu2huHc7JJWSqL1m3HYP2soC9CVFKF0OlC4HWKu8jT8qFV3hfozHp6K0WxFEex3D4lv/XxLgMnTEkFOj1OoaLtb0IVS16UHqbwswFezCaUlGU13EieFXk/77FwDsm/Rv0jZ8RWy2N77++JDRZP62mpJOPYg+cQSN1UzGhp/J2PAzFa1bsuumqykY0AqVxcqgZ2uMl15vfcjBK4dT0rMNHn2dd2oGDDVhadvuu4zMlZto8XPgPjSulGP1bhDp/zp1PLK160nme5vBJSHGqRHcEooyJ7RSQ4EbldmJMMiAcHkMaW2qATfQeOMkHD5FpROt6OoorXAGC3jl3Pb/RrP7+2is5YHNt01/C3EZLuL7OYhvG2w0H1J5l3rs+4kT0e1dfMVVBvtnqlEaJIwKO55SML8t4ChVoB+oQhEjEHWpBoVJwLHPg+fxk8P3rdQI46IR4lSww44K0P1QRPRr2QH3dKYYENwiLcyugNGYA1NHUNyiPZoqK3H7ThB9tAC3TovGaqPF7z+gthVz9PxrsJuqscfForFUeP8d8W7UZjq+ifyBl1DUtya22TJsNOBbVavhUMJIwg3rGjiN2TQsYISllh6oVyn5FNip7LdTzwaj9e38fvDSSfR86yX05aXsueZWnNGxGMsUKJx2PIpS3HojSTs2krBvJxqrmewL/0FJj6yAfAW3G31pOfqSMjrkn6C5qRsq7GvXhl0ltHjF69H2JGpwdY2mZEYf0CqDOpx1O5gt2lRCmNWG63YsnVaBA5YknCUC1TsEStYocFdb8ZQq0KZJOPJPlk0FUVdoiLrc2+ESVAL5FbFIm22gEaDaQ2nvlohxapQnbAiHFSiqReIP56B0iyjNDtRmB2qdHZdRj9vgoM+Ct1FaXajsgTI/fv8GxForKtniMjEWBO8ZU9sJdfCK++jwxUtoLWaic49iLMzjyPmXEpu9j7gjBzg66hI8Gi3tvvXOgdkz8XK6frwcc3ICHo2GmJx8UrfsJHWL9z7rHrmbLQ9PAAgwXjK/34JHp6GkR2scCSf3GvLV8ToyP+eCTjjjBdp/vhaFu0ZmVLXWhR1Br4/aOiDl+33EZefiTDchuEWUVU48LfVQ6ECbb8HZLRrb2BTi+zgxAIYQMr+x81Pq0wmROqyObNKz8dNYqgoC9WVcWwct+tuJbuEiI6vG2eaT9T56vmRHckOhEIdohvI37Dj3eBC0IFqhermTsldEdL3tOFKMCMONCC00SBaRxCne+VPuDB3OvnFUDjcQvaEAgKgtRXTeshrT0ZpntCbFoHS6EdwSGkuNAXxi2AXk9x+GsVSBKfcAxrxsonK9fTFD7m/o89aTP+597DEiqrg0tCebqy7fu8mp2rwDt6kdVX2e9ufpiR2BvfWIsO83HJEaOfVxOtsvBOiGWkbLqe4XF7ogsWFPHR/VE4/aSpvvf6Gw1wAK+g9D8LhR2awoHXZEjZaYIwdI2rUFfVkxBX0Hc+jyYYGZiBK68gr0JWW0K8kNfaNm5G9hvLResZnDA2Kwdo4HlcI/rOvqHIV2bSlitArB7MaU5MD0TTbSeSaE6Jrh5/qEUX2Cp1DyelKV0QLKaAF1ugLDYIkCj3fpYMkuYtApKHS0hZPzC6prx44qy6lKisOR5O0g1d4boKptJuYKGwe6tvF3NNr+91OS9mxF6XYiVOajEF14VFoE0RGgxGzpF6EuPwgCKG25INlQW/cBoYfcK7vegKXVKFBqOD4uA23pUTy6KNJ/eoUWv36CW2skZ8RERLWO4h4jic3eSnHXPhQMHIZC9FDRuj2J+wOVZOzRE7Rf8R2HJg3GbYC1z03BUFhO3xe9SrDDp7/Q4VOvd+3I2P7kD+2BJsaCUlVn8y49qAn0ADriDeiMgaE3Da0iFDDU7xSJnpeNZttJpRajQBgdRUw7O6oUFaoUtX9IHaobHYPcmHAvrSiiDWOsxNiDPbiWKgW7VkbjtAUablc9m0NMaq18XFCpDmzevnIdUiWjOHmqcquC+CEi6dd4AvYFtedC+To3+Z+oMH/pIu5uLboBtRIccyG9UYrU96THVCugbSdQ3TcTZZ4NZYEdT7IO58A4ynUJiHoVkkqBaUshlekZVLVWocUMUVCRkUGBzbveviG/jKhjhZS36o7LUIaxuARBrOn5Hxp3FdUZreiz6HnSNnyFR2ugtNvQet/x6XDKxkoImlQxRZpPGAVWd8PEPdfchtLl8k/0rEoHr7PGK5OOj7qE46MuCXk9gKRSYU1JwtpGjd6SALuad4Jnxlc7ETorsfRKQjTUeGJdSXokjQJ3Sz3KXBueVC1Jqw8jDDRCujddbXl/qiE7GoNEd0ORdyO6LjXHD4jJCLWandeWcPp1BUBabAWM8v5d4Ekgybf4Rztwewx4RiZhIYkTrnhi1xwn+aN9qOwuBI8HfWkVokJAFIQAmV/SpRdqswuV3YLaWonGUoGu/DiSIljFC0Bh1hhKug3DbYxh101PYzr+GxXtutB78Qtk/vQtgujh8JjxmNNa4DJ4Q5HdOi1lXTuSPXYUFW0y6b1waUC+kgB9FrzD5oeuQlIpWfv8FLRl1XRc9jMxh/Np8/V62nzt9b4XnNeRgvM7447RB8t8wNNSFWC4ACjalKEjclkcoBMkicTPDxH/rXdkXTxSgWNQPJ7OOrTpRkiOgWQVKoWAHucp9wkaIpzTqj6HFcCW5XFYywK/5YX3FdKyl1c2hpL1dQ0YQQWplGPOE6jU60mdb0RhrKlFnkoR229unF9UI35dhXBxNMLEWOiqhT0OVLl2VLn5JOfUfBd762gq0lOxZsajMjsQXSpKerXFkhYPEtgTokjekEe7pDSOtUxCXa3EnAzm5E7oOng9xGpzOVHH9yBGdcdtrELhtBDl8G6SLSlUWDJHUdXtRtL/OwmVORvD3qewdnks6B2d6qp0tWloWe7T2TsIIghp99Fcm0XX0gf5g/pS3rEt1tRkwDcSpTv5Dyrb9eL4+b3q5lCDQsDeUsDeMoECS0yzy/y6nJLxYrVa+f7779m9ezdpaWncdNNNAOTm5vLFF1+Qn59PdHQ0559/PllZWf5r3n//faqqqpg4cSItWrSgrKyM5557jksvvZRzzglcYnfhwoW0bduW0aMb3p/AsKeUFr/XeHxL5/VGMirxJGtxtzagKbNBhRtpkVcgSZ9UQJyS9Pm6kJMzIxVOvnS1FRN4lWOBJwFBd7IhKGruEa8uC5r8VncSv/ehKqDC62VxRVWgro7l8LgryRt6I0qn1TuR15GEpNJgLJVIWXkbCty4Te2wtbsJGyeHRiURRBsodHi3h3UheGxoKr5EV/A9blMbLG0vAkBw21Gb83FFp2KPb0XeyHtI/+kV1Hazf0Ukl86ER63BnJGJM9bM0Yv6gShy9PzhKB0OLJlG4vadIGXzQVyxNZ3d+NKjdH1xNQBVHZPRFVahqfQ29jbf/EGbb/5g07yr0SjtQYaIWhM4ipB/T29amwI9/GG/kboYz8tF8IcNYWIs0l47FLrRJkvELzGi0Pq+jYcUIbDxSSLsulNNbrmGXtdWkNLDQXW+ivIjavRxHgp26LCWeJvQqCcLffP4/DSkkOoSylipS2m+Clt1TbMdfW0JvYafLLcdKk/G4Ytu0Fs9CAqo1iprb14dYMQUfqHEWSJQuML7reJHelDHgi5NQtdCIm2im/yPVZTPdaBMqanHyjQBTxlQ7EbxQjrCyY5hDFDoCty8zoQL8H7DsnMzEY+pAr5x7aVkxbZKnOVGBrw4PyAPUaHg8NhRFPRvhdocx9bbHsBYmEdl6/aImprvVncllTO9SopPMYkeB1Brv6IGlNOpbCQXsDFiuPuEMGZcURW4ogAUqBt4Xaeyo3hzELM7H+m3mvuVP9kVT6YBhcGJo2c0qnw7CruI8ZNcJED61Ps+U+YZIFERJOPbN6IjGQpf57Gjoghq9W8OKbwdyLr38+mM2p3kAk8CRoWNFHVxzWT/C00cOHc0CqsLiyUaj06FVUxAECU6vr+GpJ3eznj2xVcDJ+u/JKFw2TGYY5BUGgS3A0H0oCs+SPpPr3jvNeBi701FD8aCI1iT0nDr9OyYPJ1u789HIYq0/e5zbxKFAo9KSVFPr4Mhf5BXpx+6dAzGshPYEqLRlVWR9tse7PEmkCR0+krUlTZ6PPsVClFCVCmo6pJK7M4873P/cIDUHw6w5YXxgC5I5utUVQG/C6/vEvGWB/HqMrQ/FxP19jGqb2mN7qdiUAoIVS4UL6cjpKhRUrPkS6qyjnPsrUpyVymJHSSSNsGDPQ8cBV7ZZ88VOJoDtjIlwx8pJqZF4+uKj3D1rK4eqC5XUnaiRoB37Gvh0tuL/LLel5ckQYlT7XVMCdCeGjlfm8otCmy/u7H97r2/fpAKZZKAMkmBMkFB1BVqKt9zIn1dhbTRAkVeY8XV0YTqqBVtTjW5U3tj6ZUEghC0+lhdOVQ4NBNXXk1fBrwOE59stptUSIqedHvv0aB3UdlhJCV9/oHBLJA/5k20JbtwxnVE1J2+oRKKUzGAws2BdGkCQ9PqWzjCTyP2D2qIhvSBaACrJjk4TUP8iXK+PhptvLhcLhYvXoxKpeLKK68kLS0NALfbzZIlS+jcuTNXXXUV2dnZ/N///R9paWmkp6fz22+/kZKSQv/+/fnmm2+47baazeBWrVpFz549MZmaJgZdmWcjdvb+mgPDjBCvhDw3VHgbYuyVgavKhDNYwnnhaguEUEaMz4AB/MrIR10DpjYBBoyqpsPjM2DsMVZ/B03yeAWaJUGg4OKlaEr2oPLU2TBSUIDSWOu3FkmhxZF0I7bWE5HUUegqvY1Wn7eO2B2LQpbLh8phZdPUf+FIqhnmT9q1j6iC4+iLKmix1hsTWXBeRwr/0cm/pLCmtCY+PfpA8DstntDhpHKKC54QeX4UrK752bb6III6eK5SQPx6nkjJf2x4ymsUgfRxBQCt73ETN0hEUATGdNb91p9MqpmXs/2D2KD7te5nweKEqkI1n9/UghveOI7W2LDwq62c7G7Q1VFW0dZg748kwe7tOj55zxty2KGLleumFCMIUFvNx9gl9v1h5Os3A4XSqKlFJJwTKEzbu4toPxcKdmj5Zc7J+ilBxUYFrnIwtJUw7/aWJWGUB1eaHttvbqIu06Af7BUdoSZ7poTZcwC8dV+n1AesxlfXkLH1ieLYlX2I256LNS4eS1o8BQM7I7m88djezraApUUG6urAMIrTNVZqK9dTvTYsjdyTpLGE3BixvjKEMWR8RLoEskJZTMbPO7CmxVPaow0Gdxm1VwNsDmwdYuGPmrKp91Zj/CwXzfaT7yBVhXBRFNLKanwblBjOVaGMFgJkfUNGS30OhbqdR//xWl7w2vmH0hkQaMjUXX2w0JVEvLacMkU8epPda+ifbPH7bxzNiYIyBLOhRj+YqtGZoxA1eszxToxVGiSVFgmwZvTi8ITXqE6skVGaqlLarKxZqS4UClFky5TrsWak+Y8Zyw6StHcnSruTlA37UdscOGP0HLp3GFrBK+uVNhcK8eRmx27Rb7j4sLWLxRRrRlPprSsBcr99oByNzi0h3VD/HBypyoO4sBS21sj1qLeOAiBcF0fqaAmFLtAoqqv3j72hpPQnryOnYr2CivWBsjiztxVlvERZtobvHkzlvLuKaDcwsFx1R0EgRN0SA58vXD0rzVfx0XPp/t93v3oUjU4KuKZSJ1Ceq+azRzMCru18aRU9J1YFjcJkXOshcbSHvQ+oEW0CapsD+yE1zm9caNopcB44WbY+eoTeOqQ/bAhtNFROqNlDytLI/b9QObyhgbU25/ahro7FnAz7rriOlO1/gDIKR0wSJd2H4dFHYaxSnzQQlFgSfSMBjVsuuzFEsoR+fYu2+EdbTr7GBo2WUzRY6q761lAep6IPwpUPUSRl4350YjWF53ZEZ/MAjdtM9nRptPHy+++/YzabmTFjBlptTcfhyJEj2Gw2Lr74YtRqNcnJyezYsYPt27eTnp6Ow+EgKSmJlJQU7PbADy8IAt988w1XXXXVaT2McEcCwgADCTo70uMpiE94N+eizIOq0om7okZACCfrZ2ONltrn63o0UoSyoFEY/7k6Bkxt6q6dHjQCU6dS+RSUJdrsj8n3NqauJwf/RHSVCn9cZ7jJaZLaawSpKvegcbmxthyBteVIYrcvRFO8BZXD2+gsya2wpLZBV5JNdN4J+i6Yw9ELRlDUsysKt5tOn30dlHfyr9kUjuqM6+REzIo+LTn6n3No/e/fA9LZ2sWSc19f4kxVxOPt2NZ+ZwC0BOmpVMTHvHG24vPFJM3Wo2kfOgwuyVXGtnu9z65rIdJ6ugdXhYShDaijT35bkQAPqY/aSqbrqCr2rIn2/84aX87w8yv8IapVpSqytxv48VNvB15fBVHKxq9/EcpYqY0owi/fR/PDtyeXpuxi5frbauL3o60Kqgw1D/PNO956dvXzOfz+fjwnthsoPKClbX+vkq2rXFN7Orj49Ty+npqOdbuEo8L7gObd3v/HDhJpdbsHMMOlAPaQnmMfDe0vU3uPg3CGvWNMEgVjvMerHHFosQDeTlFtIeyKRPieAk0+WVIVuLx4fcrpVHd8r6vEGlReDYQVRDK/oN9TH6KrCAyNiI2NhQhGzE8H/cEKHID5+kyiB3mIiVMgZRkRF9rhgAM0Aqr9Fly1mqPG7iBV620DdeV73c5lJKOgtTuPofIKF7YJ4Q0ZHz7nV+1RmNqGvm+00pp6Ut9YCTJggAAdURPCokBTWYyh6DiVbXux/c7XSNz+Iwm7f0RX6c1fVCjJGTIKfXE2Sfuy6btwKTlDB5DfvzeODOj63LdozYF6XFNpQ59XiS0jFgB7ajTb5lxGp4U/oj9SYzR4jGqOPjEYT6wuyJkBJ+WGGqQ3WiDe5V1xSv9DMWJ0NIqr4vzvpy6FT1kRT05KT35Oj2iRUMQIqDOUgIsUIbhd1a0H0UO1/PRTjTyKTnZxxX/yUOskJA847QqObjZQnqOmIl+DpTQCQyUM9dUxSYJje3V89qrXYFQoJO55/WjIxdZi7BJfL/HWgwlP53LgVxM7vo2hcJcOn2ur9mg7gDYZer3lYuskDdZjCtwV3vfmN1zUkPGw970VjPY6zFKocUqFcz6Fwx8aWLtvcxLXyT5OSZ90SvrULCfvHQWuDuj8n8oeJY2ldptpzDWhiGSLBh+N2Z8q0jR1+5Uhy1i7r1kPvutTV+6hxVc10wRafr7tT5H5dWm08bJt2zaGDh0aYLgAFBYWkpCQgFpd43FLS0ujuNhb4QcOHMjChQux2WxcffXVAdeOGTOGL7/8kgEDBtC6devGP0W6GjrqkRaUIi0ohTYaUqarUH5kxHlIxLnbg3WtAEgIGpCcEOW0kCgE914bM1+hIWqPvkBgR62+8DHwVZRAA8annCDQgIGa3Yp9XgN7jOiP36xtxISaqBa944mQ5a9qNYjoY+sxFh3DHp+GodT7LZUuF+3++z1tv1nDrhuvwq1WoXK5OXFuLxxxURisZSRsOEqvf63Ao1aw/dnLyfxkK4nrvSEOlcMyiPnVO8HrxCMDQi49WbfjK7TVou2hxLHTO3ImGE6uoR9C8VcfrOlMjH0yH5VW8m1oTO11CupTMjF2iYuuLGXY6AoWPuzdAXfz53EcWWfEaVNgrlCh0oh06G1l2OVlnJNlwaiVIIwhUmUQQxopYj16LvuAlqULUxDFmucZMbqCUWODhZAtW8uSxclIEogeb/plD7Sg/Tlmrp93HJ2ppq7HuNxBHStDvMiIR4vJ2agn+3uv4B75r2LUBpGYTBeKWuU8pEquN7QyRRXeiIfgvW18f4cyeurulRFOWVY54iACb1VI71NDnK5RZKgIWD+gsZsohhulrS+PUN64+gym+hRYfdfte3gU0cpylJUO9IcqSP54f9i0TUqKCnoZMS09jrgUMChQ3JtIxpNqXCcUuI6KVH/u9k7w8C3mc7Lj15Dh0lSEM2LqlqG2IWMQ7H4nWLh5F7424DNgfBse19YRdQ2YuqSvW07MkR1Bx8vbdiLu8H4UogdDSQHGwlJEhQKFKNJi7UZarN3Ixscm+feiKerTjqq2aeg8VUTvKaDb097J1TueGEfMngJaLfNuhFl+fiZx33vnMWS/MhIEIUjuB8n8WCWKh5IRn/W+q5gkB8YQ7yRFKMNRCLk5Xt3W5QUX+sxgh10kq3nFdHDTZpGVd27zhr5WFan55IEWmGLcFOdoUSgkMjvb6JJloVNWEYnprlMaBLCHqXKVJUrefyYDm7mWlSJI3Df/aFBaa7WCFYuSKStQY63y1rHPHs0grbOdCc/kEpfuopLwBjSA/cUUyn9TUPC5934tp7gxtJXQt5BQNFAPIbRTNpQ+1yjb+eVTSDkVwtHiCiGLXFGxYctyutQeba/dfk4Vj7om3L2hrRp8NMZxVXcvwVBEYthEOvLvy8s2Npkjg4YguEQ0+RbSFwbLkT+DRhkvHo+HwsJCrFYrr732GmazmY4dO3LJJZfgcDjQ6QKH2/R6PQUFXm95UlISDz/8MG63Oyhdx44d6dq1K8uXL+fuu+9GEcEqUrVRTk0ksaAai1KFbb0bjjiRnEoEhXf/iqqPvYJMFSORfJEHXaZETJ8ar0dTGiz1jb7UpSEDJoBaygkI62HzDWcaKnX++M26RkxdioY+TfLamnjTnPMfwp7SGSSRwr6D0ZXlY8o7hCM2FVXhUQAOXTQBXcUR9EWluIwGPB4XphPFxB7KQ19cQfGwdijsLlJ+zabvfZ/jjK755j7DxR2lCRJ0vphvH7UFp/QvHZZvXFQucVJ0r5UebzqhZmCE9u4ijvxk4OAi7zsdcm+J13ChYUMlFIIAUXEeZiw8QrRVQVG+mqJCNdWVStJbOsls42hwVdtjh7V8uzyWSbcUQ4TxtOt+juLb5YF1qHtvCz2zLHTubgtK//PqaNZ84603F95UzHdLEpFEgYtvLaJzf0uQZxjChMh0ctOxk4Xzri9BkqBKE1o8RNJefPHWodBJrYn37AseuVSFDqXxEW4H6VCbAUL4HaJ9hG1rJ4nII1WfYROBIVBXuYR6joZ2gfcRaiO52oR6XsHlQeHyYFCVImpU6E+U02H+r2gqbdgTTRyfc07QNbVRiG4S9+diXHYCZXHjlh89HZTTk0hxHqMalXcVvEKRWFsVoEKZoKBohredKI0SCeeKGNpJ9OlRiNod2NbDyYVKnRDR6EuotlWX+owYCGxPvn5w7VDk+kZhIjVg6nLs/Bvpufh+/+/jw8eQP9C7apOhMA+NuYrEXVuwpGSiL/d2To6OGgaiSNL6HBxxUUgC6MqqUVfbiDpRTGX3VE5c3ouWy7fT8/H/4jLW6Buf4eKjIcPF3+77gv1hHaVz7FQsdpDawYyhdeB3sR4V2Peg12naY2IlXdKrCbULQKRzTEBixkKvo626XEnhcS3OfDXRoyvp1M2GsvboRwiHVGWFkg/eS2TkhDJadAje0DkUR/fo+ezVwJDvboOrSW7ppO+5VUHpc7O1/nCycy4u58AuAyVHtfT7Rzl9Lq2RMQ3VvR5phTABmBC4SrtPNod0UtUZ/anrfApFgjqeLgavYyPUZt4+6m7qXZtIHVT1UZ/zyvX/7L13mF1luf7/WWvt3qeXzGQy6b1XCCF06YigIIh6BFFEESt25dh7L0flKIKCAtKk95YQII2QnkwymV737F5W+f2xZs/svWftNjMBDt/ffV25kuzV13rf53nvp2ZFuaQbi7ORj9iMeFuio+cZQQ7ikv68xcr7YvcfowcVFTEq4zX1otlMIKtM/e7L2Fr1+z74y1MyiqCMuY6gYh4KYd08gO25vmLayR0XlEReIpEIqqqyZ88ezj//fERR5J577uHBBx/E7Tb+mOltZEwmEyaT8SXPP/98fvKTn/DSSy+xfn1p1YMqxCHCC0xYF4yeu0YYQFNh23D40PTPJfEs1RCH5elMucdQwKWgKtC13caW35eTCIus+MggFqeKkhBoOilSdCuGfN4XyE9gJFOcjPLMaZMrXUEBhl4YMCYxMJqYJsgx6h7RiUvf0kvxzz97VIIJIpHa6URqpzMw/0Sqtj1BpKqc7mVr0RCY+fBd9Cyci90foGfRPExyGEv3IMGp1ZS/1op1IEJkipe+tc2ISRl3bz+OvQOYB+OoJpHInMzFlK7AMvOGMt6lOAjnwbEeid5HJPbcaObcH3fSf9CsJ05WQc0iXVls+Egfc5aGUnniI8i3ICkUvlVdl6S6bvSE7gL7A3TttdJxzMrQYStT5mQqsoB9LJnp6jBnEJfTzx1kw+ljlVc6nnyoDJtd4cvfbSPgUNn8kA+HS2HuKj3MyhvTilpkpUMQjp9FmuEKayuSmTHwGbkCjLVMp5MbMCY4kDtszchCaERwclmkio4ZLiK3pRjSUqiXRD6LZz7iJkZlqv6+B/er3YhJfQyqFpG+i2ZR/c9Rz4lyus9YMaoarluOYDoU1nshzbAgnGgDuwO8EkLMlYrwO26oEIcI14mUXacbRfRFlk6etn5YF/I1FymsPbsbq3vsPMs1tnsPW9h0ezndB21s+Egv1hhomsDCE0KYzJmyo9Q5ZXTN7EWlb7gKVfri8XgQmBRxGWqczr5LP4yWtiKP1NQTqanHP2MuZQd2o5kS9C6ax+DMZk7875+ScDmxhMKEa8qIlXvwHuogXFuGFJdpvHcHAMcuWIRqMeHt6cHWGsR2JIBilZDLbZRbRsd+jbkXp5hb5gM0LQ/g+6LAoR+Y2fsFM/N/kaBuaBA0qJiVRKuHvTRQPjPOvAuCJZAUHfnkvseqMWVWDGYV714JBSS6jlg58KKL+VMyFVCKIKR73DWNDOLSMCvKZZ/rynuN+3+vj4/P/LYFUYKgLNJ3xJpBXNKR/U6MyEz6miZfrm8ur3su+QyZ3vbxhBrnMlAVQrYcLGjUyQpryyY0kFlsoBAMm6OWSFpyGeyKRbl5ABQN+wOd2B/tRogqI57T4Meacf++ZWTf6GlV+JxDYMqaE5qG/b5OnDv64EgCKk0Iy+1wsRex0YzQbYexfamPK0r2vABceumlNDbqnUPPPvts7rjjDjZu3IhRv0tJMs5LyIbP5+PUU0/liSeeYMmSPOXZDBD6Qxhl2hBTLh99e2ocOv8lYa7USPYJGY35zvl5J+QpstCx1cYLP85s1vTan0cH+Jbfl+OuT7Lsg346rT4ECZyzNaItAvbmse9gIgTGlh0jakBggJxxztmhZNkof+VHqCY7LRf/FM2c6RHLDjfoXXZ6xqTd8aFP4T2qhwX4WlrZ8oVPjC7cNI15dz6Ko83P1Lu3E5xeQXKWm/YbV5CodtDwgy1YiI0U6MvlbYGx1p9TrurkSLODLb8r575r68mGwyczZ4N+7+NRWFAcMSkGp24I4fOqzM2ywP3kN9UEQxLXfkTIuFb3QOZ1q2zqyPagw9hzU9cQZ2jQxNaXnbz8shNPeYLWvU7+8aNaTn3fAANdZp69u5xIUMJTIRP0S6y9fJC5G4PFtMrJi2Ks09kwKlKgnytT0acWh7lIjpF356CpuiDJyWchNApLK5rM5PHQSGk5L/kUVr5eJNn3nR1el45cnij3pg4q7j8EUyz4v7sA1Wui7MtvIPUlMohL7MQKXIRw/vdOhFozWp8MDhHBI6Ftj4Jfwf1uM64LnIgOgdEkMhnnoBWezPkqJgXKYyGG9gaY9XWZVGsTTYPeh0Qq5sTo32ej+16J++7V5cO6G/ppXBPNubDtbzVzz9cyE56f+/PoO33i77o+uOi6LhJuECWNquYEQ51myhoSpTR+z0D2/aRGSXqOwoj8kxg3gUlHzVY973D7R24kXp5/ETQ4az49y0dl7JYbr8Xd3sm8f96Ps3uQbZ+/dGSbzT5E3SO78e1oo/F+PSa+572zCS+qIrysmupbXsd5dBAUFSSxYN+ddLnvXaFx2s09PPn1anbfYGE3NWPu9fzPdWFJauOS+ZMl7wHmVsr81xV9TJ+WwBkRR+T2I/f5ePl5N5/6UgdC2v3IWUMyESt8L3NXh3ntCS/bnnVzaIcDb6UuO+/47BRO+Xgf0YDI3mfcHNvhoGZ2jO79NlZcPMjCMwNY7Nq4K+qVEqWSLp9T3nYYW/0MxhKfdBQKXTNCPjKUS1ame33yEpq0Y/MVdlEtaRUm8xCXMfleRaDY/QC0vTHUO/wQVxG/WAVTzGhPBNHu8GcQF+pNOOao2G9+HaHZgtYtgygg1JnQ9sShPYn9RBPezzmQykX0eFwFUHAOWo67zM+GoBkxjhyQZZmvfe1r3HDDDdTW6paCnp4efvrTn/Kud72Lbdu2ceONN47sf//99xMIBLjyyisNz5cqlfyFL3yB8vJyZFnm5z//OY2Njfj9/oKlklPdlv3mThQxiWuu/ig+NYIcFTj8tF5ly16mEB1M6+uyOIajQsFuUogMmrC6FEQJJLNG+24bA625Gxi565PEgxKJoIho0jA7NOKBUWFjqdJD0pQYDO01YV8hjZRKjmhZ5EC1Z/w/pmRunzbkZL9rlJApcpoXJu3fYiIz/0hKpnWgTYw+izk+VsM6Dz9EcNoaFLtvzLbsUn8wGscpxSL4Du9jcNZ8qne8AkDHCavGJCY7+3vxvtGpP1+Th3iTB2trANsR3ZugOSSkjaPV0Gr9ZQTKOkf+7xAyLV4+dbSyi5oEs6yRiIoc2jx6jumrw5R7jM0Aljwy25KcuP/TlHYO2Tx2aoUjIm0dFvr6TSRlgVUrKnDajoweowi8sFknni6nysqlYWRZYPsuB7IMq5ZHUKyZJCaZEHjlJZ24iqKGr1xmcMCMViBKbc6KMO6y428uyX7n8XAzVmfLmP0SBUwp8Tzb4zlYmF8crUqXPf/yzcfsuQiQMPgNsualASRTnNkhif0uBYs0Op5taf92ZlW+yx73RvetxTXoTEJUHcnrQIOkZMZ0ONP1kZzvQRxMIHXGkKc6SM5zj3QqFAMylu1+BFVDqDehHc6c98JcKza3guJXkbs1rAslpDKB1Amy71WIWLAcqDsu3ZZTMj/k6yTcncS3UsOX6gOlwf6H9bljdqgk0xakZVOSVE+PY7arhPpNOLwKigIWu8ZQp5nWHXajywHgq06iygKBQRMC4HArhAOZsnTJhgByUqS3zUJFbRKnN/+8yjmWh5rB25IxnlNjOPXdU3+nxmtqrKbG58h4zKEjyve9TsLtJVQ/Ne89QmoBNgxNo2L3foJTaqnYcwBB0+jYsIj0ZqGSKY4pHKfi5SP6vTV7SFY50MwSnhdHG9lFz6rBKeljPlvmQ265rymgJAWkuEbrDgfxkP6eambFaWwyDtHKJfMnQ94XA0WFg4dtJGXo6zez7uQAiUimDHzpmbTCMKfpuvHIHhv9HRYWnhDE5sjUJYoCO551o6oCoqThKZcJDJhG8h1zoW5ujMppxy+8M5ccNvmnIfuOFDw+XV6PB9kyvZjthdZh6XK/0Bosfb7MjcvsdY7KgXQDVkoP5NMBRtAUDTplCCmjBYdUwCKgtSRASStKNc0CVgFtXxxsIsLJrpG8Py2uoW2LQEDFMl0ksX/4PodzBM3TRKRKES2ukWxRscwUMdWLGe659Dl6PGV+LpTkeTGZTFRWVtLa2jpCXgYGBjCZTNTX1/PEE08Qi8VGclq6urpobm4u6fwXXHABt9xyCw6Hg+nTpxd1nG/9Uwi+sXHDUxeBHBOokJIow3T5lqunweax51h1ySAzTwzx0D91j5LJqiLHRVa/b4C5J4ewOFQ0lRELm6rqDd6HzCaUJAwdM/P6nV66N9vggbQT3w/eqy24zhglEdkW1GxLQMoCcP5ReLQp3QoQS7MADE+ENJfmiBXAnhaTaUvrEp4t11SZmZs3w+bNBKeuovuk60Y25WzOpwzHdFq92KZKuFuOMX3zZg6fdQodPrt+8fS4zqlmVv55+IVvhkSVHUtv1iRttSDdrFdVWXNwDkdnbx3ZlF3WNF2lpaxHJmDRMj3UzxvXDL0Jx8vq5ghnHZu1jh00afzhr1U0NcQ5cNhGe6cZEPjUtV00T03SPfAuasofyThm82Z9DJ6yPkDbsSS3/XN0vDitfk4/WbekBh0qv/lRHd0d+tiaNjPKhz7eg6bBtz7XNHLM7PkRZqwJo8gQC0vMXxvCVWBxNVkweu/+7rPx1Tw85vdADs9SCvE8YTpWjEMhbIy19GXnpKXPx1xzceQeDfNkYoYhZelWtkvbbTw6fXSBls/aVsjKqGkanfeb0R4MIMy36QVLJGBI1d0PokDySILYqVU47ulAjKmwWe84L/UlCCybTmJ6OeJgAsvLAzju70Q6140w34r6ze6R6wg/raOuPlCwF1a2zdQyWEbjgTqOJ1zLnsI9LPPTZcLUWeAIKphtGqoKalIYSb7OhrcyyQe/3s4fvzkNAEFU0VSRReuDrD3Hj7dCRlEYyXFIyXzQe0AN9ZvY8oiXnS942JylUxaeGOCsD/TnDC9OXx5lhJ+1nAPNDxFLG8ttw+M3NW6NxmtqnOrjU38jI2MyK+xl7f88hSmRJFxdyY6PXolqyddtPG1hp2k4musQRIFlmzYxMGs6u50+cKZ7JK3YpsRYePvr2PrCY3RtstmBuSUCm0G8bSqCKBjK/PQxlUvuz16sD3dNgTK5NG9LMTJ/jGzPgUhWeXxNgzv/XYYgwKEWK/6ASDIpcepJQ7zvfJ2YHBPOypCBBw7V099rxmZXmLWkj7/9YdSz1DYQ5bLPjoaR7XrJxSN/1b+73SXz0e+1YbZo/PErDQz16YZLh0dmw7sHEUQ9sb9xdozaJp20lBruWApyyuGD7yI285GxBwzDyBtTCorNM07ByPueT/YXuwZLny/vD/n5+/BjFRMqVsibor0SQf2nH9wiwlwrmAWIa3r7D4eI1hFHWGJD2xqF1qQ+96aYoT2JcLGX+vkKakQj9ppM8O4E5pkS7ndb6PtmBDUGJKHsRiv2NWPbiBiZ0tLn6Jsh87NRcrWxk046iccff5yysjLsdjuPPPIIK1asYPr06TgcDu6//342btxIS0sLR48e5aKLLirp/LNnz2bhwoXs2rWrpONSAi3UL+GqSFuYDSseadgZccHXOgn1ScybFeHgdieP3qoP2L69Vl65a3RhIsdFrvpqG9WNw6wnRZqT+uRPKbHUdcsbZZo/F2VQNHH4GSdb08LMhv6UwJWIwLk+IHd1pWIqkaUmgVEp5WLCyDIgmmg9+5tYhjqofvl/qXztH8R9U0j4phJx+tCkPMNDlEi6vIRrVdpOPI3G514k2FBHsKlBv59hAhOL+dh583nM/fETWAIxVJuJ7ivmElhXT0Wsl/LPvQ4HEyg/70H69NjS0ykUUyGoLKkZlhqfDOJSrCLLxm//p4rWListRzNZzX0PlfHJa4xd8N+6qZ2f/a6Gp1/wUFudZGpDnNY2/finn3ez8cQgJpN+73XlMt0dFmqrExw5aGf/G3Y8Zfq7EQQNTRNwexTWLc7qkZCnKtrbFYVyd4yqqMHYsubZRTWyezJBcXMxHenz0qh6S7rHZTxhAikkDioE7kwgdkco+5yNwZnGYT/W4T/dZy0HVctolAvg/s0hrFsGYbEN8TOVCPNsqP8Zzq2aa6XuJhOiPUi6xaPYsvLamxz7bOlXMds0TJbhBewwMxBFEK0a7/tRG8E9Fuqb4wQGTfzzp7qSdZfL/P4Lo94HTRU56eJ+1pw1mmOWHvWcbhQRRPBVyZz5gX4uec8gB/bauO2P1WjDlQF3vejhyOsOvvCtUW9DNlJzrdictOz8F8AwhAwYG0aWhle++n6qX26nauceFtx2N93LFhH3ugk21OUnMoJApLYKV3sXBy44k8ZnN1P38lY6T52RsVss6mX7J9/D7HufpnzbMQB6Lp9LaGkVstfK7I89AYD60WNIf8rv/Skk9wVB7xxvlL9aKnEZr4zPPu7fLzt5+bWx+nbrTifrVoepLFewJIWMcODrPt/BA/+sYPurLh69r4zqugQDvWZkWaBtvx3lmIWyCv0hq4Y97yee6ufFp3w8/+8y1p3rHyEuAGaLxsITjA2QucLqJovU5JLDRhgvaSmVrGTDKIQ4Xzh/wTWYEUKFK3kNJMtH9EF3sspQH2i9Mtq/h9A2hRGu1duBCKKQZuRKlVS0ACpcbkVTLQgjMt8KKAQfSBC4LYFpqoj7Ygv2k0wkD6moQcAMC36dwFpd2CtnFDr4Zst8GAd5Wb16NYFAgDvuuAOABQsWcM4552Aymbjqqqu49957+cUvfoHH4+HSSy+lurr0wXneeeexf//+ovd3DQeNRoZEnvtzJQvPCrBojnFDK099jCGriZcf9vHq476R3+MRkZVnDPLq4/oAbZoXoaohaXgOo8mfmvhlqsyKDUOYbSov/2Z0YrTfaqLi2BBTPqjQZytDEISCpZTTe55kNyTK1QvGqINtdjJ/OhLlTSTKm6h67e/49j5GqHE5ZbvuZUo0xMDctXStOgfFnnmMLeQm5gyw8K+/xBYM8Or1X0GVIlTu3qeTF8ggMAFHPTu/N1q/PfUsqtvK0Odm4f3xAdgSRU2oecNlUiilmdx4LW/jVWTZmN0Up7PPRFLWV0HrVoXY9IoLWRZy5pt43Crf+IJupb/xK42j92RXiEQlvvfzOj77iS4OHrZx+Ki+2BgYNFFRnmTVjDg//GUNJ58YJJEQ2HfQxvwl+Zu7ZVy7RC9UNtkp9fhSMZkEBnLnw2TPRcgTE52G3NXEyjLOlbpGNnJ5XTRVI3h3ktAjCdznWij/jA3RLlBLf94cHqO8GPu/O7DuDyB+qxZh1iipFk5zod0+CHvjiPbRhZARaZnMCo3jgUuWMSVlVBUe+1M1U5dGmH/q6GItXR54PUmCs1UObHPy1J2j78rfY2b9Rf08dYf+Xsoqkpy8OoxlHGN41twYn/xiB7/83mjeTChg4rc/ruXyD/fSaNMIOY3nSsChjhnXpSwAswkM5C6RGot6URxWOk+ZjrOvjdqX9yI7RWx9ARy9fgZmz+DIGScTrSzHyG007/Z7qDhwmB1XX8Hhc0+n4fnNdK5dMbrDsMyXnTZ2X3E2tqvHWpz7bllB5X+9BhENtaP4EKZSE/GNMNnExQiNbgWPUyYQ1r/fhecMct9DZfiHTDgMirSk7uniK/q5+Ip+vv3FRhKJ0fupb4jzs29P4cvfa+XIQRtbXtSNkp3DBq1z3+XnoX+VM3t+hIamBK9tcrFsY/4iL0bIfo/H00MDpRGXiZKVXCjFkGzcziJ3BTPJZBzGWAq0l8Oof+xHWOdE/HE9QoWpqPwfIctYFR32tvg+bsW5UZftNcIA2gzoxQJJsGS94rdaxhdCyeQF4PTTT+f0008f83tDQwPXX3990ecpLy/n+9///pjffT4fN998c9HnccXBGtPwWhXO+0AvRlk8wUGJrU95eOUx35htH/9cB+UVMi885eZdFw6w8oQgFgsQzS/Q0hdu6RN/yCaweHWQMnuSZ2+pJDqgv+b+pyX6n5aAMMv/mchIRMs3ecB44ZQxeVLsvwgvTArpRKblkl9lbDMH+qnb8iDzb/0assNN3FfNUPNiFKuT0JRZ4NCwBXUBWfvqi9Ts3Mmhc0/NfEHpHpg0i3QgXobHOqhbHRaOvjftQ8dIfKARbbpGrXlU+ebrgn08kjMnS5EFwyLb9jpIt15vekV/553dZgb9xWX5Wq0q8bhIJKrvPzBo4ivf1knitMY4F57jZ/liPRQvGhPo7LZw7plDLJibRgQNnjlXAYBScLzJymQiV2NZyCQxRgQG8isyI6QvIG1SbFzERZM1Ii/KBO5MIJig6lt2zA2S4XH5SEzqmpqmoT7VhfilGoSmTCu79hf9/szT9W8a3yVjPRqC80b3MVJo2XNSlmVyBJ1OOkQRLvxgL+GANEYWxCIi+15z8PhtY71T772qlzkLI7z0tIczz+9n0bIo3gnmfzW7VL7y2Q7+8vcK2jv1hWVXu5WfDc/V7361Dbs98x6Dw/2fUgQmJo86+VMwGrfZSCcwKWQXn0h5Y1Jou2oJBy/dMPJ/KRpnyjM7WfKHW1FsVhSzmc61K5CtVkJTaolWVeA9opc8rnllO+7ObgZnZoWFZ1XcM5T7agXOM6uxP9aD9rlO1PNnoNRpiG4ywlXyyf2R38dZkCUdk0lckjK8stuBkjaU7ntoVE60dViYPcN4UZvSS9WVMm0dqbmp0TFMUr77Jd1L1dAUY/2pfs48X3+vsgyvbXazaFmYjWcOsfHM4W+c9Q5K9apnr2kmE8UQl+NFWIxQbE8+o672ub0rY/NrCvVx6U5WUW3qgV0x1Dv90CMjXFOBuMZZctGCdESeTOK90sr0UzKLd/Q9MTpGZsg9RLolDjzmYukVQ2OiWPIVeXgzZX4K4yIvb2ekEpA9EZF4TGDPLjuH9tvY8cpouciKqiSD/RINUxNcfYMe460ocNLpQSyW4q042QIyPQwAgEUx3nNzB7d9shG9GLZGaiGrqVAjZtbyTyFVUSa9hKRRR9vxemFSyJnXAiQ9FbSe/kGEjZdTuet5qrc9TtLhwdl9hPg+F3suu4Zj68+g8YXH8R09xKFz3kvfouLL941AEOj760qq97aifq+HxAGVjr+FGWw2Me8H8qQSl3ykZTIVWDAscO8zXl7Y4cy5zwmLI9xyeyXvvlCipoCMjsdT9zY6fhw2BYdNZdG0OC887+Fvd2ZWx7MnBBxhcUw8djqM3sdkEJrxIt0SnQ/j9b5A7oVgeihZsWFkuQiMcRnkUYt8KR6X0APJkT5VAKEHk1gXq9iWmxBtAsH7EzjPMiNahbyVyTIQ18A1+u21IQX7/d2En0viPMeM74NWaoQBjr0q0f6wifZbYe75ARZfnmnNPW6ltItAymAFgFPDNjzO5SQc22/j6G47rz7hG9nf45WJRgVMZo3Pfb0D87CcX7MhiM1WesW8FLLnUGW5wueu7+Hr36sjGMocg4KBiHEPV6NKEZh0GI1jo9CxkW0GZBuMe2cYVdCL4aX17FW0nrUC3/525v/vo7jbOrANDOG8v5tNX72Rfe+9gAW334O3tZ329avoWrnU+MXkMFylEL5iKpHz66j45A7olem6Ri8wsfT2BJgnn7gYybpCMt9moB5jORqvKyr88zEvz2zN3Zn9vRcNcMc95Vxwtp+6sUUyR9DTZyS7NCQRvOUy02bE6Wyz8vUb9Vyusgo9QkQtILrT38t4iEwpBCafDM5HXI43Yck2VqWj1KbikLtXmMc6iEUqy0tWcpXH196IoX5vdPxbnh3EngiiLJaQykXCzyaxzpcwVeUev9ne8kDcRJl71JipJqHnAZGOO0yUz0hw+n/r14sOSBx42E3fXityXOCy7+UOe32r8Y4iL6nJeeSQlf+5rZKAX3+8OQvCnHWh3velui7J7HljQ5MkCXxxAWR9go5nEZe9+PLGNLxmhZnrQhx8yU26BX7bZRbWXt/P1BOiY7/CsGHVIcRydhtPL5EJhb0wYFyfPJ3M5Kpdfmz9ao6tXw1A2f43mPrUAzi6O0g4dEG966oLkZ2lVwlJPUuNuRdtemZOSLRF5MCnBao/Y8JTL094oTQe5TVe3HJ/ObtbdKvLdZf0s32/jZd2OqnwJukf0l22l542xA0/qefV7Q6abSZcw2MmmYSf31XOQL+ZgUD2wBCorUgSiwv4QyYiMYn2Xpnzlgbxnajyn9dcrJ8XYfn0GHF37mcsldCk8GYRm4koWcjdkK0UFAojKxSek9ovHaWQlhScZ5sx1YsM/FSXWZGnZZKHVYb+ksC6RCT6nIJoF3CekdlULNd5u5QKbItEbK/34TzNjNyt0vuVCHKThO9aK42rgpgFfSHZ+GGF1Wf3EOmTMKUt8L1JmURUICkImLMW/t6YRjzOm26FCwdE/nrzFCJB/dvXTYlzyrv8uDwyqgJr1hs3nkknLpNZLveCdw1x+12phZBudPjSzQ3MnxPlmqv6DI/xRERiZC4UU4vAmTl6v8DYuP0Usr33UDyR8c9t5KUfXA2AORBhzc23Uda6k1idLlg6Nsyn66RmIH9Mf77SsNUV/jGtIbZfYeGkz/fBMkae3wjHi7gYEZZ821NkZvdh6whxede6IPVVSW65v5zG6jjhmMRAwESTW8FuU/nrPyq59mqJ6rLRyLy77veye6+dQMiEklExTECSNBqnJDjSamWgz0x/m4Xl86Jcerafh57wMqM5zpJTAiWVvS9Vxo7H81JsCO+biVLJUT4CA4U9KdkoqpfLPBvil6pHCEx8u0Jij4JfAdfZZkIPJBHsUP8XV848xGy4F6oEtouUrVVIDsHR35mIHBJYcfUgVWn956rmJbjg9x1IvRrRoUwPv5KEZFzE5soysrxFMv8dQV7attqprbeStGps3eLk+TSL22Uf7mb+4lGy4o6IOZOV01GKIste1GWTmLUbA8PkBaYuC9G6zQkIbP51BbvvTfKuH45W+Emv65/e2Cm9u3iuBE0w8MKAIYlJodhmSykkXB5swQCLbv01RzesQwN8h4/St2je2J1zJLIZTvjh121bJrH0+gT9T4kcu8XMcz+o5Ioft43ZvVjlNVkWt3zItsYtmBEbIS8NNUle3OFgam2C1q60stUmjZs+1MMze+GzP6/j4lOHOGttiH8/4+Fgi42G6iQuR4Lm+gRVZQpNtQlmNyVG7u1orxmvQ8GXRkRuOG8Ac0AhKUh5rYalEpoUst/lm0FmjCzSE0E+pZmdyA+5w8iyrdop5FJO2WUwiw0BEG0C9jUmqr5nJ/KCjGWGiH2diY7Lw0Sf05d+8d3KGPKSC7VSP8E5ErEdMvYTTXR/KoLoEag7NU75+tF7HLF8V4KzUr9O+kLyH59pJBERueS77ZRNSeohTxGRpEkzDNudbOzbasddacdTKdOz086WF9wjxGXD6X5OO2fIsNLXZBKUfFiyMDJCXhbNiPLGYTuqJrB7n50bv9LIz75zLOOeUnMpVda3EIFJR66wwWyvIYyPyAgm/fsvuOVROlfPYaipBleHMQFLRz7ikro30SNgbhRZ+skEgy+JHP2Nied/VMl7/95WUm4jTIy4lCrzs4+b7hy91zULI7z8hm7MS8jiiBGqzKPwmff187lf1LFjl4PNmyv40OX97Nlv5cWXPXg9MjVVSebMimG3qni9CquXj+YrDgxKJGWBmqrRa334/cNyJEdvmGJk9GTL2HSUSmCMZHAhpI/7iYRW5UIhApOO9Pllk+x5G2vmKtYiiAK1SyMov3MQeiyJaBVwXWSm67oIoQd0L5vJoRVNXACcczX6npSYHu/krmv0MNa5FwSYcWqmUceblPHagamQ3eF7670+tj/o492f6GLGcJi6okAkKiL8X0jYfzvi6YfLOPXsPqY0JVi8PMyG0wNYrbqQK5asTAS5FnUpYeqpkrn2+6384aapLF0TYvWGIHf9Qq94E2gzZwjpjMZOaiSjQRkYNymDIqthZJGY8cA/x03nisXUvbaTqc9tQgCc3b1jyUsWcUndUy4lVucahDtduHclOfS0iLAvDpiIB8WRrsQpjJe4jNfaVgjZx/8rjTx/+Td6SfE1C8MZ5OVQm4XZTQn29Ojf3h8Q+eIva/GHJK67tJ8laR2dR86fdp2Z1pjeH8ogL9McyJQkSY+UcR6j0Ifsd/N2IjOGITU5whgm6nXJRWBgrAEBcpMVyFZOo+csRsGOUUwzhv8Mo6/aTKJHwL1ERZQT1Aiji5xCyr9hTYjdt1uIigEc0wXmfj9N/hRR1Q/g8p8eY/t/PHiGmwLKSbj9e/WU1SUIdtWycYPhYZOGLQ+XMWt+kA1nBLA0xVm0LIzNblwm/c0iLOkwm+FXn2/nUz+qp6k+yRXnDPHl39SiDlcjMw+JmE2j8yydwKRgNMZTiz6j8JdcYYO5mpkWS2Q0s8SRy1cw7R+vUbdFb2Tq7B3gmH1ZwfdgVBY2dT+1Uj/80UnZPpnWTSKWg1FAN/LZA0pGlWY4Pt6Wicr+FO59eTSC4Vt/1Mscr5of4ZXdoxEJW/faOWNNiGsv7mdHB7S1m7njnjJefs3FlLoEn7u+e8x501E+jpysYkOD8xGYiea7eJMyqOqYcrsT8cDkCovN/r0UMlOo8EkxMj8fClWWzL5XqVzEe5l1ZK7LJ0r0PCBhqdXQEnrqQXooar4Ee3UGHAnXs+mXFVjdCmf9qBubJy1nu4jIllPOGaTCnbnf0/+soLfNTHSwltNOzXHgccI7grx8/LOd2F268nZHRFAEiLw5DaiMkC4wUoJiilXj5p8dBXSPjNObJDwcQvTHD07DXSZz9pe68NakDQ5VHR2QqS9lkOOdK5msYEm/rPr/xeLQhe/CGgxTvv8QAB3p1WaMrpMGMZzEsacfqxwAVUO1hsAsELXJqH6N/gMiA90i4d16vojFpubslZCOUonLZCktI/ziI5387IEKTl0UZsm0GD6nyitdVl7eNZoD85PbdUG4dq3+YZ/b5sI+XAJzZkPc8B7TSYk0ZFwJLxuK1zxyXDEkJoWJkpnJJjLFWAcnI1wMclv/8iXzp37Lh3yKtBQrWqwD5AC4l6mY3RqDm0XUBIiWwudKDMLuL5kR7RpoMPOrctGEZWR7TANB44zz/CO/mczwwa+3MdhjZusjxz/RVpf5urzz+jIXdW8FWUnHyNwxw++/3DHy++mrgjz2st6M8Pof6jlQX7+6m7JmPafJHRHxkznWUwQm3YKdHUIGYwnrZBOZxGkV9GhzqL5DJy+d1y/JG/efQVqEPsy7AoghGY8QQBUFfOYQUbuAFtMYPCDQ/YZIrHWUAEhZDX4nm7hMtvz/0Kl+eoZMLJseZdHUOFMqZI4lpQzycteTXu56UtfFa9fCgN/E/kO6cjv3TP/k3lAepJdoTsfx9MCAsRcmVxGVycp9mUyvjJHMT9+WDadYPmk6QVOh/2mRyjNlYu0isTaBigODlM8ovA5QFXjy69UIgkagw8Qp3+gtibiMzD0Jlm3MjNTZeEk/sajIi3f5Ct7HZOMdQV4cMRFXKQGfjD/foZhFXDqMFnSeiMjaE0M8mVaFJDho4p9faGDtOYOsv9CfM2QgO2EzfXIUIjEpFKxPXgR2f/Q0UE7BFE8gO5LA2HNlXFdRqd+9j5q/vIEUU9BEEFQ9Glx0Q7BcxF4m4zpBJfr8KFuJ+k389eONnHFDD/OmGZdRLoW4HE/SkoLPqfKtyzKF1ubXdOKyrDnKkmlR7tviodIzuui64dx+Fk8bjj1VGBNAWpC4DGZVsCmzjuyreM0Z5yiFxKRQKPk/G/kWkJG0HgfZyEd6CinXYsrLZi/Uc1n+0hWHkXU7e+7lQ63UP6YEeClkJRuxDn1+2Go0NBm0hED3fSJ1lxb+Pn2PiahhgSVXDDLn3LEhA7lQTDlakxlmlCnUn+/n4M6Cu08qSiUsxyvfLR+Wz42NkJcUbv5TDTVVSW76dFfG77kS+IERfQCMITEplOqRgdzexJRe8Z/ehP/0JqRgAsU96kXOFfdfburHvDeI4842vTElurwH8FvBUqlhKdfwrUjgbUsQS6vO9JePTuWMK/pYdKJxrtLx9rZke69TSMnObEgifOk9maF027frrqN5zTEWzojxwjYnqgax4TLIF54c4OQzDFznbxKMvH3ZKNXrkpITuY4rtgR4PgJTqKpiLnQpFXnJQr48wZH7KqEvV3rYf7HIpRemJ3rYFmpgan2QtjY7qtnE1r+UjSTa50P361YGWyw0rImw7lMDI8bgicp70GV+fRLOO+/Nl/nvCPJSCJOpqMbbdRcyhevJZwRYuS7ID76W2aRr80NlLNsYxIuSMxXSiMAUKpMJucnMhOAC05jinjo81kHKHziErWUI185MwS4Mvx7BA2oAGq5IsHZDF62/FFFlgZWXDNJ72MLRrU4SEYn/fK+O8q+0UzNVt1IWo7yKsbblUlK5kEt5FcInzx3ga3+vYudRG0d6zAyGTYTjIvUzNX7yoa4MIpPv3sYQl2zSYoB0AjNelErax4tSQtGMwmoKWZGMLH/ZyFVOOYXs6oDFohTCki8E4JUtZdQtSpI4ItG3Vyepnf8yccJ5bSPNeNOfIXWu3r0W2vZ6eNeP+vBMyarcV2J+QTreinLZpRis3gqiYoTmKUl+e1M7P/hrJUc7RwuUdPeaeWWrg1XLI1iSYxd9+XrA5Bq/RmMt17jNrqw3sn+uMJkCRnHzDj+Oezsx90UhMDp/BTtoUbBNUYm1izQuDLH8g0MM/mM13a/bmLYyTFV5klce86EqIo/eWo0g9rJwnS64S6kiOR7SUowuSN+nkC44f1WIcFzk4a1uuntNDAxXn3M7FFbMi7K4LgRp95mSsW+WYbUQiiUuRnJiTNnytBLg6bImXy5XLhhV2kvfNtkoVMUx9zWbcp6zGF2QPrdbXnRg9SiEek307LZhcaoM9JmI7xWpnpG7V1L3QSvtz9g584ZumpZHDZu5puPtLPOz8Y4kL28HZeUwEErpcEdE3CL87DvHOBQQ+fUPRkupPnlHORdc24t1eMIXqjhTKBY/X2WkQr0qslFKdY1y8wDe1zsxH9atbsJHyiGiov3Dr+8gwrI/JWj/h4SwK05s8aiwDLSYObo1s9TwI3+t5JOfzbRQQumkpVTCUujYbCWW6/ytfbq1cnC4ednPL+6gzx2iTkkY5q5koyTiMhgf8b7kQ7dfwuvKvF9Ng/4hiZ0HbKxeEEWsKhwPCxBPCCSTAg67Oib3IP2bmJJCzjlaqgIeTwnPdORKJs2F7IVhofCG9OIb2epqPE3A9v3HRed2Gyd9vo9X/6TP3Qt/30FkQBohLtnnVhKQjApE+iXWfWoAq1udsNXt7aC8cuHtIP9zQRLhyx/uI5GET/5oVOb//e4KVqUlZ8PY8DEgwyOfjVyExsg7k8szA7nJTLFQe4bQDuseE9cFZiyzJQZ+HEMbrgdxzn930LPHxs5bvbgu6ae1V79vNSiyc7c741yP/KWKEwya7JbSbDIfaZlMXWBEZh7eqj9PirjcfHkPNc1JjoXGXnei47bQmiOF/gGJMp8yRkZ3ytCyyUVtUxzz9MIy3xvTUBQIBiRcXsWwFHj2/oAhER8PgTmeKCYcs9DxDiE2KQar7jes7PibjxOv6ifUr4+jUz/eg6tcwVNjHDamaRDskwj2Say5bBBXRf5x/n+JtKTwjiAvtqiAQxv/Sy1kkSkmrCYfClV3muHJFDQnnzS6ks23ODOq+V+oVCZgWK+8FBSTsFb1yhG0X496W8TfTKGucrip1joH3Z+KgApb32vB4lQwmS3cf90ULv9IFNf0PhQF9r+W+eKnNWVaGEqNbZ6IosqHYs97yxXHaB8y87UH9ST+gYiUyk8tHUV4XNKRHT4WdUp8+64qWrotzGiI88n39vP6IRtPbnHRPyQRjOiKOCrBKVX5K9LtedXBCzucHDpmQVEFZEXgfWf4OXXV2JAPWwhMydw9FLLD04oJbUihlE7b+RaBGfvl8dTksnDnQ6mEJf3+jmy1s/8BN+d/qQtffZLnevTePvd9rJ5r/noEkpn3K8cFgp0mXvpZBRWz4pz6oT7MVi27iMzotQq8v2IUlzsiIuSofHS8MJFFXzEhRBOV/0awmPVwoj3DVQlPXz06x/KN+XyNA3MRmuwxC+MLMzPano7EYYXeL41WrJv1zSTu+brM3viXHu75kF7l6J7/asDulXF7FG65ZhqX/VeUivoBLFaVf+/LzNL3lY0+UymEBXJ/2zdTD9x2VStHZCv/fNHLzqM29rRZaKpKjsjAUsZW+vMUOi4XkXniGTf/edwHwOe/dYxIh5m7/15JXIbBbt24Vj0jzoVf78x7fqFD5B9/qmaw10Q8IqHIAotXhLjkSuOxoaYNzewxnIvAlJr7Uqws7tbKi953IuG9RihW/qfmcqDbxEs/reCUa3tpWhbluVv0+fjIj2u54VdHMMsaQ6ZROaCp0HPYyu6n3HTvt3LBV7tw+IzHeyn6spDsd7zJMh/eIeSlECazmtRkKbJs4VJdlaSn18z113RTPS0JETFzwheY4EYKp+gwgHEgl1VOG5BRr28fiW32fsSC8wwzgqATF1/fAIObRNKHXiIskRiuRJBMCCw9OYgnIrKwOYbDqRGLirQdtTJvcWTcIQLHS2EVg5THxAnMNif4x0WH+NjDTXz1wTq+dYWKFBldTRqFd6V7XB466OWvr1ey0BfiPU09zC8zzgMCcnpfeoMS/313DcnhfgKH2qx85Xe1hKNZHiy7wikn5SYuSo+JL/66FkURmD4lzqcv7+Ngm5W7n/LS1pP5HMXMwZQyz5VfkyvfJVsIFxK0qW7mKRRqeJmNQhbuFNK329QIthyKq5hKL8det/HcnyvZ8JE+fPVJ/B0SgqjhLEuSiI5afL1JmaPb7LS/YeONx/Xctst+cgxnmYJoEOUyGV6WtyJBvhSD1WRXE4TJ0QNrFkbY02LjsjP9nLIyzFj/Qn4U+napheHI/7OIDBQmM8VYmjVNo+OyUUNFzYUKtZcozJF6QIZ4QGRga1YfryET0SF9Hg11m1l3ui5nps2MoqoCDofGka0OZs+IT7hPy1sp+0URplvi3HRKD7e/7uMfz/tY3BQfMVoVMza3t9j4zcNl2C0a7z1xiPXzoiWNSUdYRFXhJ7dV0j0wqnd/9I1Gw/0v+Fpu4uKJavzxyw0EBsxIJpX3f6SHcNDEfXdW0HJwbEf5jGMNmhBnF6QYTwWyXAQjOy+s0P6ThdR188n8dOSS//5OE4/9ooYVpwyxeF6E5JBAoNWExa6QiEqow8PaG9PobTPz6hNeDm13EItK/Ne3juG8VMFq0xhT5q1IFGusgje/xwu8A8nL8U7ILpbI5LuP7OMcYZH1iyK0D0nMmJaALMub0QSHsYrHSOGUkmyWq5KG0bFGSq1GGODovyX6kSg7SaH5kwqgW97abpPoe1SkPW4Zc1wKJ58+SGN9YmTSVNXos7NWhGnzoyMNRFMYD2kptkpXOsaTL5LvOqIACyqjvNTuxh/PXFFmH9cRNLOv382KujAeq8pfX9et7bv8Lnb5Xfxi9QFqHcU/U0IWuOFuPVzlz59oZzAk8bm/jiUuAJe/Z2BMmWoYfe9fvbUKRRG46YM9PPKSkx/cqo9Hi1ll7nBxBSPPlyhpmKPG4XeFCEw+FOvSzk6GLmYBnx3qMGa7wcLQCONptvrGE25eu8fHxo/2sWhuBGLwxiYnsaAJk1nlvKt7ifglDrzk4NAmF/2t+kJx9aUDLDgjiMma1mByEkPC3uqqXrnwZhTlmMg1UvK/wqtQX5XklJVjPZQp70v6WC0lZMOIoGcTGSguxKzgtXYIgBmrR+HC348ufAc2mXnyN9Voam7jwJyZERbOjo2MJbcNUmn91WlhdPm8a5PhYcklryeaK5iOFdUR/oOHrW9YWbA2936hmMCrB+3MnZKgtkzm7k1uErJIQoY/Pl5OJDbImcvGUt18npyPf1+X+d+7vgtzdZKf/raGji4LgqChaaPfZ9WlgyhJAZPFOI/lyTvLCQyYOee/ehhqsfC3P9QAAg6XwtwF0THHpL5rJC2Xy4jEjBdG4zR7TOciMUYYTyhvMShF7ntjGkf32Hjwj9WsOmuIVWfqht+Ow1Z6OyzIcYlz3j2AMySxb4ud7a84aTmgeyzXnTfAohNDeMrHT9hLIS1vJd4R5MUaBdvEGrCPCxNtbJUuaHbst1E3ZWziVUp55SqZCfljmoupoJFCPnKTfZ5soZG6l5kfAT4y/KMMoW6Jh26sG9nvpA/38fz/Vo78f9GJQc48fQivT+Gvv69mSp2FqZ6JhwdMBmnJdWwuhZa+X0IReOywh1c7ndSa9YV8tT2JqoFNUhkMiZxeN0C5kBgJATsSsvJkRxn1lQqzyuI8ctjLa10Omr1x/ryjkm8va+GCxj6e7CxjQ80gD7dXcsOWWayv9nPd3A6kIuTJ0wf0PKLfva8NkyRQ5VX42Yc7uXubhyWzYiyYHiMhCzy208H9j/h4aYvMxecNUjkcM5v+DVx2ld5BPRH5vCVhth9w4rCq/O7a4QXM8HfJrpQmONVJlzxGFecmUrksG7kW/cWGn6GqWIvsFr5/q4P66XFsToUtj/rY+byb9366a6RYhZwUsDtVzFaVs67q49l7ykZCPsw2mQ0X97P6rOHQU42iLG+TobBSY0OOvXll6ieTqBSTwzAZSN3zgVYribRFXbZ8Sycw2b/nQ/YxhYgM5CYzRWEhLP/78BxI6p24b7l62sjm1Wf52fKob+T/06bGed+7B2h2qNz7jIdDB63MtBe/GJqsHJZidEKxsh/0PINNLQ6ePejEK8mYBI1yu4xF0tBsEv6oRLU7ybuXBDiY0A04gxGJR/e4MEsa82cl2HrYzgt7HNR4ZW5/zssHNg5x4eogv36onI2zQjx9wMXtz5extcXOJ84ewG3PlB1GBKa9R/+2n/9AL+UehYgEN368m7uf9FJTl2Th0jBRn8IbL7nY/rKbAy862fBf/VTPjI9WphoeP77h/Me5DQnMzXFe3eQhHhP45uc6MJvJ21OvlBDgYpCLYB80VRddVTKFUsO5ikIemT9yvuH32tliBUGjtinBvq0OHr21irOu6mXVvBhE9V53lpCEJAicf3kfr25y8dC/R0PqlqwM8u7LBxDF4kjheHJX8skdW/TNb03yjiAv+TCZLuPJVmbpguZQm9XQAgfGBAaMFU4+y1m+JM1ikH7OYntDPPkz3Ztz9bePjQi+CptCvNPM6vVBJGm0kegHLx4gFB9VFqVa24qqzjUJKOac9+5wc/fRSi5r7kYSgEiS3iELKgJRxUIZcS7wdOCPyqj9MeKqwBffmM/aqiG27HWjqALrqgNcN7udH78xlTJLki++NoMfrjzEbE+UP+6v4zvT9/DrjmZe6PHxQo+Pmxa1sqwit2bvC0n89eVyrj2xH69dJTkcqlfmUrnybD+qpicU2yWNC1eF2XhikIee8PKjX9Vy4poQl23IDCG78pxB/vtPNQTaJWbVJ7np3b18/99VfOOOKj57ci/lDmVE+Y28s8E4mBSk8MQroKWQLojdWf8+Xo0zU8gmHoWKB+TzfISHJO78WS0DnToRcbgVymqSvOdTXVRNSY485+9/UkNHmx6i4VbA41RJZa6dfPEAi08yliPpmCzvyluVHF+KwWq8OuB4k5ntu20snpWfWRZj4cwOQc4uz1+IyED+8MhiF2yp8z5zl15I4qpru5k5V3++DbNi7HzDzruWhnGmLbgvWhykTUuMMeiVQkoLfd/J1AH5znVgwMqvn6vkpMYgTd44AjAYMxFMCCRCApGkwMeX9ujnGFbF3320GrdNYSAi8fheNzMqE3xifR+/frYSl0Xlz0+Ucf2GPn54USff+E8tXzqjh2cPOHnpiIvr/1jPh9YMcPKqaEbyffq6Qlb0ctzrl4aZ2agbP1Je7feeOUTArsvHuAiL1odYeGKIzS95eOwX1ZQ1JDjnC92UJUa/14rTAjz9zwqOHbFywpwYX/50J9/5SR3f/VkdH7ysn8YpCaQip0k+w2whFPIMptZBxYShFSIu4/GWA1hlsBXwdCsyPPyXKva+on+wsvIkggjv/UAvs+eNyoZnHvXw9KP6vHKpUFOmcOyIvu2kdUOcdMHQyBiYrKT6UmRPEfWGJh3vGPLyZsS1ZvfJmAykBM3MxjihrIWXP22/7IkOY0sOQv44/InGeqafO/3a2QuywICE2Gdi7y7bSAiL1mPCMxwGdHJDAhoSusQchiMs4hD0sKZSGorl+u7Hg7QUjcE4i8tC3H20inMdHZhETU94MYAfGJJNbBnyAXCRt4Om2ihihb44/eku3d2/qCxIVDFx06vT+UBdG0tdQ3y9ZQ6KJvK+ad20hOx8//WpXDm9m/OnDhPTtHwXxWsmOaSPm0BMpHXQjKCIPL/HweZ9dgbCEqqq566sXxph6ewoog3OPj3A7Olx/vi3St5zQpB03dJQLXPRmgA//HclN13cx7zGBDef28XX/1PLJ/81hauX9nJGc2DknWS/I4mJh2XkIi7pv+UiMNnel4kK/eyFYTpieRSZJyISjwv8z/frEYAbvtyOf8CEw6lQOyWpE8Dhe+vtNo0QF5db5r47K2iaHuembx/DkQqzm0DyZKmL5WzYQhB/C6fe8dQDpZTJLQYLpsYZiBZ/nmKIYrFEJruKWTpyEZq8xDsgEuuz0N5q4dXhhPADW50sm5rAERap8SjMWhfSZXm6PLdqmJKj551oOeO3Uu7PKNNl3NKaCOsb8z+IGlV57ZCF9iEzV00d4tyZQyOy8On9TgJxiTpPgosW+/n1c5WcvzDAmfOC/OLZKiIJkTPnBpFV+MvL5ezuivDpU/oyxmRqXaEoApKooarQ0m7G5VDZdcjGczsddHab0TSBiqoky1aHaD4xhKdcZtb6EI1LIvzrpilE91gomzEquz0RkSuu7uHu2yqpuqKPWdPj3PylDm66uYFf/KGGE5eEufIcP2KWDcc07GEsxqA0nryXXMeN5zwplDL+jZDLLJGuZ277YxVHD9m48ppu7A4VRRFonBYfNeoCiYTArldH3WlPPOMhFhf5xhc68LiHq8apo43ZJ2Kwm6j8fzPxjiAvppBq2Hn+eGGySYwtBIGQRGuXmVPyxPqnE5gU8hEZKGxVMOoHkQu5CEv6ZBR7JX783YaM48wmlVqzSk1v4eGWqxLVyLkmk6zkqthVRInhQueb6dHjf4OKhDuQ2xJ+oMzO1/csZp51iC9U7abRpos8tV//uyWg30s0KvCZpoPsdru4q6eOPWE31eY41dY4dx6pocqWYK43QldUV4ChpMgtr1TzYtvYcmb/eK2Mf7wGNrPKgqlxrjt7gFqfTJcqsel1B09ucXH7wz4EAVQNLBaNCzYEMohL6htdtDpIPCnw2b/UcuMpvayYOhr3/KftVaxxDOCxKBnPpLnkkfdViMAUCv1KIZ/QLURgSoXRtYzCe1ILxNCQxKHXHDz9gyY+/tlOqmoylaKqwgtPeoiGRb72w2MAVGSVpx7JCXCrzJwe4+BhG6GgiR/ffAxRJIPglKK8io1dLqSw3ow8k2y8lYnYk6EDQjGRls7cOYDjbbAIo3ljMFptKr2zutG4z0doUsg1X378+cyeFmazypwanbgUqviYKweuGLylRqosiAK4LQrmaCJvNchdgw4et3vp3FvGtct62DBV92innuXVQ7pxIhAVuXxGP6fWDvG31yt4pVNfwJ42LcBje/Vmp6fMCrG3W9cRpiGFf+7xcd8WfZvFpJKQ9e/10k4nL+3ULWjT6hNcvCFA7aw4sZjAlgN2du9w8MxjeoEPWRaQTBpzV4apNuirtrI5jumiAX7752rOWx/g/DSP/Is7nJywODLi5UlHyuMzUY94vjyXUolPMREkudY6+ZBMwv437Nz/7Wbe96FeFmSV+9Y02LvLzv7dDj55UztVNfKoLI5nXsNi0Vg9N8p/XtT15E1X9mGxaDpBjGbOcTg++SiF5L91bLrTccc7grwYYTKFWq7FVbGWuGJ6g/jsykjSdGqSW4Y7kQcNrMNGiqaYEIBs5CMs+SwPqftITZShgMg303rVrJwX4V0nBGkcXqjZQuQs0WqEYhYmeb9xkaWEk6pARBbxWtKuZ3RsPkKTtb/aH2N3yIVTknGGwjBshUpk7XdQ8XB4ipPrrLvotbr5Ye98GgbDfLpyPzXmGCafdUT5xFV9vMx3hfiq8wB399RyT089PUn9vnpjFsKyxN4hB+c29NMesY0QF5dZJpTM/P6XrRjkgkXBjHE4A5kppwXgtADxhEAiKSBJGmaTNkJcshdPlqDC8qoID+OmrUtirW/0m3xuYSseizJCWrLfUcq7ZNREM5vAZ8fxFktc0veZaAiZUT+h7IUhjJKH5FELe9+w8/TDPpYvNyEnRf55axUBv4ScFLj6hi5MAYnf/Kma2uok11/dU9SzHD5iZfaMGB1dZo60WpnRnDmuJkt5jZewmELHv6FpKQarieqCfOR6Ik1uy10KobCIJQAJfb1p2AOp1MqJqcIXkEliYKw3BkbHa6l5T4oCn/v6aMWqck+SK88ZYn6zniuR8rIUyj8UnCpS+DiSkCy5q2nQHzdRmS/usBQD1vD5AwmJmCzQ6Myte4YSEr/aM4ULNkbYOLWL729r4r69Xi5r7mXdHP24lLFHVvV3XeOU+dzabh5vifDvfWU8ecQzcr5nDjjREHjoDTcnNIdHiAswojtSWDItxifP6cdsGg4r0yBSrnD2mhDrTwmgKNCtCFgdKpoKFpumj4m0vKzU91/ekOCvwKE2nXxbLSrxhMh71g0x15PAlDVmTcOftxQCkwpz71IqjntfF8hPXIolLYEhifZWC/fdWcGyZbrSfOiuch6/r4yBQRNXXtrP/DlRvv2TOkQRPnR5H9PdqmGuUPq8be8147SrlHtknt3m5Ky1oZz7wsQblhbjXUmXS6U1bpgcvCPIixiSkUpZGZeIdGFbDJEpBtmWu/86zc9Xbq/myD4LU2YkMgaP0cIoO44Z8sffjzduMx9hAX2QDwQkvvnr2pHf7BaVT54xHIVfYp+VXFa4ohYgJfY+AWgJ2jCLGgJw++EqwrKJi6b2MdOTteAu8typhfp3WmYDjLjPs4kLwJZwGRoCLyRrIQlThBDvN+3HGwxAuRXZH2eKOYI/bmGJWw+/0jToT1p4T3UX8xwhvnNEv86Xmw8wpUblq1unc+Mrs5CE0e82qyzGth7davfrS9spd46+32wCnhJINjRA0zvyGgyd9OP+9EI5S2vCXDJ3EAbjLC0Psn3AjSsSNSQuxSC72lh2iFcgzXqcrgRzLczSkY8I5UKuRqhGSsMdEdl/yMrvbqnGZlW5/uoeXtqqb58/PUZNdZI77qngyXvLWL8mhKoKvOu0AFMbco9xR1gkKUP3gAmzpLFyVpS/H7JRjpZX0RRSYqWEAByvZn+TheNlhS9G/hcLc0AZkfnvXhPkse0unt7l5IS5EeyW/OFTxb7jzP1GyVI2kQFjMpMPqeM1DT72vSkZ2/77sl5cNg3CmfdxXL0j45D5PTEznREL5VaZB1rLeb7by4dmdbOwLM06Po7z3nO0kqQqog5/RiPZ1xpy4U+YiSYE7m+tpNEZ4z1NvXqu4qAGZVZqXPr7mlc5as72xyQ2NIZYUh3lk4/pXq4PLupj9bwYv3u+gtteKeO2V0YbTtf5EnT6dWJxybohzl+VOaDSqzqmQ3Koo1U9I5mxX6lx4giL/ONpnSR9+v06qbhoVYA7X/QhKwKmSYqCSe/zkk5gUr+le2CMvC25esQUGz5v5IHMN1eCIZEfD8+J91/STyCij//GKQmWLorw97squO1fFXzlsx1EohJnnjLEkoXRvDJY06Cr30RwSOL0RSGefcOJBzWnLE7lOh2P0K63wrueD+8I8vJmIiWIJyvZOKXM6spkmqqSfO9uPcH9119oH7HC5XIJ5iMyUHqMphGMLNypiZEazMm+zIny+/e1Yc6RwVVIkZVkhRuHgsnGbK+uIEJJkX1DTqa5ooSSIt/a3sTFTX0sKiuc/JxCurJ6T3UHd/fUE1RMhP0y5WmvKO6Ps1co50mpmfdqQTyJVpoIUkEMq1O3+MUH9Gf7dOU+2hJ2QkkzycE4Dyab+Gd3fcZ1P1B3jIXOIJLNRq0txmDCjJJW/nJ7jx297JTAEzvsXL5AJ5bZYziXh7BQqF6FXaZKitPVoVJrh49Wt/Dj6Axi6sQFqJGFbpSUGxOTUktxlpr3kk8xpLZVSxqVPpk+v4lXtunhGssWRVi6KIpneHjvP2jHbdK44bI+/nxPGdM9MjaLhtOhjokZ37HfxmMvuzh4zMqimVFe2+PgpKVhZjjkMUX206sNHc8Gjm9p/4zjbLDKhcmQ/+mGq/efNMSfnyzj1md8/Pfl3Zh8hRvrFkMG0hvSpq5lVOZ/vORVzVItn9jQR1lCTlXGH3uP+WS1SZkUWV4sauxJauxJNA22DbgwixqaBj98vZGFZWHOaRhfbuhJNUM83F7BoU4ToiNObZbzpi1m4xetzcx1BqmzxFhUeYxZjsiIB1rTgIE4F87ys7QmQm/EjKLCnn4b//1CJlFcWBXhjGURRBFOmRlkV2dmc89OvxmrSSEuSzyx08X5q0JjDKa5vHP5MKL7rRrzmmO0HbAwsy7B6UvCtPWbx8itYpEvaT/VhHtMhdQ8JCl932yvTXqTyvTKZENmk6GR18hoC2PfmZgUaK5P0NJhofWgDZwSsxrjnLQgwtJZMf4+vN9v/lDDd67r4rv/W8XsqiSzpybQAFtWeeqOQ2ZeO2jjwdc8lDllogkRr0Nhw/zcHaEmqydVsUQlNaZMyvH3tmfjnUdeihWC481rGMZkW+MAvvbeXj78qylYTCruGPSluVpTKIXIpFBKSdhcZTnT7yE1sFP3XSeMnv/SuQPYQpO8qHgTFJvLrPLzNYcAkFXYPRRhMF68CSnbynaib5C7e+q5rmMVAOtMXfgSYTpwERclDgjlnBw9TH2inqNxC4fEKXRZfQwGbbhI0IOTgGDFElZGGngCXF+xl9UeO1sCwxV96o5xdmXvyD3ctLiN3++rZ1OvHr/sMiWJyALaMHm5d385Dx70cd2KXv7zjJfpvjgXzxnkyJCVx9u89IdMvH/VIIvq9Xde0Ho6GOeKqZ08eKyCr7zazCqPn6gqcTjqZEuvmwVKHwAmX+75Nt75k6uy15AtpQSK06TpJD9gkA+Q7WlMIZ+Ar6+S+c513dz8x2qe3+Rm7VrY9roDf7+JL36wl89e0cNPbq/mtb0Orjjbz9pFER7Z5GbNggjT6hMoioCiCrgcKtEukd/epSvjhVNjfPKMQb7692rOWWzcQLSQ4om5xm9Fy0dYUmNERH57aZZS5EeRemEy5L85oHBaY5B/2TwEYhJN5jhHEhPwPOe5v1we1nQUGhe5vr3TrLChYgiG0n58E8nIeCEI8M1lrSP/PxyyoWnjM/ip/TGah1O0f9s2beT3D9QdY1/YRUIT2RV0s9rRz7vdbRxIrGJ70Mv9vbV0H7BiEVTigkRbRCcyNpNKbDjs6/rlXZw8NcCzrbq3Y0NjgGtP9Y9Uclw7PcZR/xD3v+4dfTZU4rKAiIY/LPHBX07h06f08tAbbsodChcu1q2L92z3MhA3sXZOhDOXhoGx64fUmiNd9r1rbogHQm5+cl8Fi6bFMEsaL+51IqBx6Tz/cSszno4dsblA7mbcuVAr9eckMLlgtA5KIT1a4ZuX9PLXp708td3F2rUCB45ZOXDMyl8+2c53rujmL0/5ONBppafVzAdPHuK+p7xcffogZS4Fs01jMCRR6VGQFfjWnbo3qdaX5KaL+7jjKQ/L66PYQoWNRtnFGyYLbwcPewolq5ihoSHuu+8+Dh8+jM1mY+3atWzcuBGA9vZ2/v3vf9PZ2YnH4+H0009nxYoVAEQiEW677TYCgQCXXXYZDQ0NDAwM8MMf/pALLriAE044IeM6f/jDH5g+fTpnnHFG4ZsKJkAuUVgWEq4lkJvJIjLWoMK3z+vkWw/VsuOIFc+UsT1hcsU25guXmUhScraXJbtnB4An7bh/7S3nktqukq83ghKscOMNSSoEEXiPuw1FE1D71RHLWCn3URUNcEvDZiKDSR5LNnB/ohlEOF1tIZHQWJ08yjaxhlcsDQxSTkUixFKljUo1TJ/opNqexKPFwW2nWozyp9hcdiiVVEhJPunYy/3U0y06ObMiU3DbTBqfmt9O9eEkT3SWUWFJstgbJSJaGYpLtATsNHkS/O+OSpbWREgoAh9/ZBpWSWVRdYSjgxbMEbmkfKLpST+fqvXT4rWzs9eBTVSY6fOzKtlOYlDGUqaHwOUjMMUou1y9WYotr5mNkZLjqVyxYRJjRGCgeOKSvv2LF/bxqT/pfY4+c0EfM2qS2MOwuCLJ3Ckx9rbbqFA0TEk42mbhmg1+1Cg88KqTjgETNgs8+4aD2fVxPniKnzKXwg//VUHPkIn5rijmQOHFVva7LdWqlgtvm2TpyVwoj6OIx0S9MT9/TwfX/3MK/9nlYcGysect+h7TkXa/+YgMjLXEF1sUpcqRpDdiJpyUDPP+ioXmko+bLC8WYoWN8xsHiMjF60qje/7bgm0kNYH2uI2vHZrL3zobeZerg4Qmcm1FNwfjbr7Vs5ANMxwQVVloGuDsOpmQYkJAo75Gz8P0WWReiZRxy44qyp0KVzf0sbI2zGMtHt5/YiCjcbAgwGUrhqjzyNz+qg+vTabWkyQui5hFlW3tLmrcSW7ZVE6dJ0mDL8mX76/FJEGtO8kxv4XFtdHh754ZZghj1xy2ENhcKldtHOLcFSG2HrZBRGPuCTFmVumut2ILWuSS6fkS71PkZCBZnvF3IaRITioELZ3AZMMo16VY+X/FhiGefUP3tn/o1EEWNOo5YA0VMmctDXGg08qc+jitfWaO9ZmZVq3Pq+d329neYqPcrbJpr50Kt8xH1/UztybOP1/2sfmIky+f2Q0Yy4Z0+ZNrDhdLKoslKW+lwaqky6mqyq233orP5+MTn/gEfr+ff/zjH/h8PhYuXMitt97K3Llzee9738uhQ4e4++67qauro76+nhdffJGamhpWrVrFQw89xEc/+tGR8z722GMsXrwYl2sc/q3jhVKTtocxUSIzvTLJNSf289P7K7nuUonGajBJGLr8oXgyUyqKIS2pd/TGoGNk21RbZEKK6O2gyADMooZ5uNPzeO/HLGjYBQU5pmARZLwkeIEGYjYzL1kV1gUOMT/SzpS+VzKOm+b2QwLsHhME9bC1da5udiiVmIMRsMJKRz92oRdJyPzOqUT498/oYUFZmO/ubOJoRP8+p9YN8u7GXtZUjQ6mh9rKeRYPcUXEqyUwCSruWKyoBVL2e2mM+2n0+IHhHJ+0fJ8UgQEgszBRxpzJtAqPJeS6MlFHCMeQ2VRyOcz0MAHITWIgN4mH4gT8rU+VIYkaZ8wNMo+IXrRi+HH3tuuk+IO/1ENCzpoX4OghiT9vKufowGgVKouksr/Dyldur8k4t82sFVRixd5nsSiK1JoSUJZ7t0nBeAxWE0Hq2YogMVCa7LeZNb5+Tjc33VfHB2rNTBEUXJasBV2pBC2H/jJqulh0Q9+0c/bHTPRG9GeUUHPKyJE5n4V8hoy3Aqn7d2AUjFo8TKIG/hj+qP58U0wRno9UE1ZNPBWuZY2pm49b3sAmNjPbN+z1kdPeR4wRY9lCeQiooitoZkFljHmVUaqdSTw5bGknzwqzrDHKx+5ooH1IP9+qpjBXrR7gzHmhkZCuwy0id+EjqUBfyMS8iihVQqanXUf+ha45oFCLwjnNo5XFpKEkDGWGLaaT41SImlE+46jc1UPHZso9oytUSScd3cmqEbISiI9PyNSYe4siMOnhYqXI/8d26X3aTpoRZpl52Ds+HEa/+Q394133P3ro98yqGAPt8O8dXp47mLX+jcH3HsuU+c2mCNKQ8Qh9s3TB28VoVRJ56e/vp729nQ9+8IN4PB6qqqpYvHgxe/bswel0Eo1GOe+88zCbzVRXV7Nz50527NhBfX098XicqqoqampqiMUyBZ0gCDz00EO8973vHddDqP4Eary4BWYhK3pepCuEEolMLhgpuROnR3hwV5ztbXZ++68pnLsgwOUr/SjeTAtZOgrFMBsl7hbbBHJM6NDwe5BV+NGuRrYP6FWtzq/s5P11nTnP+f8KUgq7qx+eTU7jaWEKX1Q24wvocRUaEAwqSGj4lRPHHB8OyjjdJqKB4UptHhN/jM7DLCi4SZAYVKgvS11L/zt9MZBSxIuIcefGMJ0RCxZRpdwqZ1jsANZVBYgpIrM8USQ0tvR7KLcmSyJs2QsUo+IEqd8sZVa0uKIfM+yNEStsSIPxMYsr8/DcsA0rP4drWJk4VahMxSbLzES30uVK0EyhmDABb0wbE+OcXu7VkMTnwbunD9A7VMXRHjMLrZn7z6uIsKffQb0rTo0jwWtHbDy6xzPmHAlFv4819SGcZoV5lTHWN4YQjaPGSuoKXggFn/FtFh5Uyrgdly4ogsRA6Qq+WUyyviHAoUErf9vUzJLqCJ9Z04UtaFyprxSMPGf2tzIgM2Ng8H3/erCGh9r0MMZlbj9fmHZ4ZFsuspKN9P20WmXk/283UlMqggMyz4dreSAwhesq9rPOoedbxAfiqAgjhVSOCqNGHSDDM50yQP3Pft1jW2bXZZ3bquG2JlHIPZ89NpW/f6iV/rCEqkKZQxmTQD/NG+f9C/qpdiSZVxnlU481ceXC/jEeRKNqqsXmYKWfyxxQECUNzGQYpoyqNeoGKvA69OO9tg7dyGRihEvVmHtHvC+FCIzHqud3lpsHRo4FPXQspQ9SusCblDM8LoXkf65nX185xJ5aC/s6raz0Zm6fao/xKk58Vpm55WF29zn48n21RGVjoljlSLKwKkKDO8mZ0wNYJK0kw/pEdUHRhZLeDINVFkoiLxUVFXzjG9/Abh9NDhNFkWQySXd3NxUVFZjNoy+nrq6O3l59sKxZs4Y//OEPRKNR3ve+92Wc96yzzuK+++5j9erVTJs2bQKPUxj5BH9JyqxEIpMLuQbHF07r5eVEnBZPgucOOvHaFc5bmLlaKSausdjEzELlOLOJy6t9Ln60ayoAX2vez3zX2BswUmQpAR1RRFQEXNLELQH5FObxUoavBrwMJM2cWdFneC+H+kz8OLqERWoPN6pbqCNMqnaMAEjkD/dJERiAWEDmYu9e/iXN54boScwUhyiPxVjt9bPCPohJ0Eau223zcH9vLUdidmbYI7xP7qDGNNxfJcyYq3qBi1whUOEHLTO4qLILRyB3QmD2c2bDiLhkb1fiSqY3JqW40+bmCKEBpOH5lUlmTMOhkSopAoOpuAozxRIXI6WVPQ8KYSZxrp6e5OFBK4MolFlHE0JnOyJE4wJfXNjKV15rZiA5tufHuQ19JFWRS6f1jpRQfbXPRbQ3idOcZZAoUoFNCAWeW+2PoVqPvyIrxWCV8xwGuqBoHTBMticT1yzr5VktSpc3SndQ4lcvVfH5RcdGtpfi3TAyZqRDrLCVRDzV/hitMRv/09bEoaiTTzW2sMrjxyRqRROWmCqS0EQ8Uu7Kl8WeqxCOh9w/FrPxzEAFH6hvN9zu71f4Tu9CyqQE15QfZLFdN1YlBvWwISOZn4/AXDm9m69um84PNtUztyKKw6SyvC7C6nlxXNbRuR+Midz3uofdXTaqnDLvWTrE1PLcc94swYWz/QD8a08Zy2sjzCwffe9GpetLNdqM2bfc2KtjC+nyNn2dkl5KOUVkdBKT20iVTWLykRYgg7ikPO9G8l+/x8x3YPj8aXOpHPjkzGP8OSaxvdfE0orRoj9TpSg1tgSfX3SM2w5WEUiOJROrKwP4LDKn1vlpdg/3ewva6OzQaHLlmB9FEppJ0wVvA6NVSeRFFMUM4tLe3s727dt5z3veQ1dXFzZbpuC32+10den5D1VVVdx0003Isjxmv9mzZzN//nzuvfdePvWpTyGKpYU8KcEEciTzZY5HeGUL+ZIUWQqTpNCqlDizPTFmLe3hyJCVW16tYlF9jG8+VMP7V/o5eWYYSx4XYHYcczEoaFUYfs6uiHmEuPxu7k58Zn3yF6N4UvtsjVRgExSW2v0Fv9VEFFopx5YyZqotcfoTmYvN1LU0De5IzORkcyfnRvcWfc5spBOYtUMtnOI5xjHcBF1uulUHtw800e2xcbqrG4eooGrwrUOz2ejs5vLaQR7srebjexZRa4mzzjdIgzXGAlcAj0mhLWbjf9qmUm1J8MH6YwQVE7vDLj7m3YfsHx+hLERcQK+0psSUMftnH2tJ+26p7yKl5uM0F+VIMOJRHyUw3VJx8c8pZCuubGubOaAYEpZSrN+/2z+dqcsEPrZ5Nv9YtHXk98t8rVzmg1hAZKVrkMcG9Qeqs8Q4v6qLk8oGMAlj5dDyipBxVZ/jIIfGEz74ZsBI5qcwkYWrmkWg82KS37fNBM2mGPNndxBISNy8Yxr7h+z8cGcDG3wDnFPVQ7k5WZKczUb64rgUaBp88cB8AL5avYs5BCFgWEU9J/bH3YRUMyc4+wrvPEEUekfjGSM+UxKzOJaApK71cLARr5jg85V7EITi5CHkJjAzZD93btxNT9TMUVwEEhKPHfbyul/mQ2sG8dp1AvO7FyqwmVQuWerntWMObrq/jgqnzMqpUZrKE8yriVPjkQnERP74YjlCUuPiuYPUuRI81+rmY8vHGnMm1eNaZkWI568iml6d1MjT7nGoujfGrRupakwDdEv97GAuA8lyPNZBAvGyEdICmcQlveJYjTAwLm9LxjvJ8/xqf4xHe2qQmwW+93oTP5/9OjXDXvc1Uow1s3ogBjPMdranZQxfU3+Uld4hPKbhWZUAdfi2G7UYAqAaXDannDLwtI4bhYxW/re55yWF119/nTvvvBNZllmxYgULFiygo6PDcN/06h0mkwmTyfiS559/Pj/5yU946aWXWL9+/XhuKwOTYY0vSZGlMM5cmVyYUxFndnmcu/eWcc8rbuKyyF82l/HyQTvfOCnznReTsFUI6kCSY0ELg1GJp46U0x8zs9wb4JJpvSMLpl/v0t3ZqYXYeMjFWseoMMkVQvBmQzZYMOfCVFuMqbbR8ZF+bN+Ayl6ljI/FXx35LRUCVirSCUw0INPoCUIoyDKflRnSEP8bmMs9Q400W8Kc72knpkmscfTTpERYWN5LwGtiS7SC1rCTvUPl/OrYNGpMMbpk3QhxIAovDpUjoXKZ7yhOcXTc5FO+lrQxvTPqxSPJ1GnxjLC0eJ7vmG9b9nbr8LdIERoLujemHBsOl5gWRiZzInt5UZqbca5CXpd0ixsYEJfh95AuD0oZo+93t/ACG3MeZwKucB5md9BFm+xkuaWPk8ROGNIXh0YSMzsIdIx8KkUOlWhFK7TwVYJju2u/mSjm2xSjA1LPWZTsnyxLZBV6k0MnrPMOcNu+KoKKmf/01/BwfzV/bdwMFL8wTiF9cZwNTYPWpIOYJvFCopaWmINGW5RrprRiGfasPBnUifXv6l/BleY5KeU+5qLPvUQiU368FSjkrTKC26RwWW2mzk0/z4uRKq4tP1gScUkhF4EBqLYnqWYQ6q0sq4nwk9fq+NRd9VQ4FS5YFMAflThtdoTljTGWN8b4wKpB3ui0sbXNztZjdv53cxluq0osKRJJ6nLu1S49oXxDY5D5lXnmc47naA1ZGYibWFgWxlTI1jwYH1OIJxUmbISU58ccSOVAiqNynmRGKNkS2166zBUZFcaK8baAMXFJ97YUQ1pyycJVYjdHhv89MAgVtrHv8SLrUYIueCxUj0+Ms0HqgNCoQSB9DOQrQV200X2SvSUZ130LpvO4yMvs2bO54YYb6Orq4r777mPz5s0IgmBYZlCSiqtu4PP5OPXUU3niiSdYsmTJeG6raIxHcI2LyKQw3kFjUlAH4ogCfHJuO9/ZoXs7VtaF2dnjoD8iUeEo3p2b7QqW+2WufXgaUVlkSXWYmCySVAUO+zOfr8Vfxd1Hq3BLSa6Z0soZ5X1YBNXwPRYS2m+10ioWpRAZ2R8noQmY0Uj64yTR318UExaKW8hFogY5SXZdkGYTGLvHRNwfZyq9fNcXIKGJbJZr+Hv/VNabOmk0j4Z9eSSZ013dI/+PqSKHEy5qTDEqTAl2RH08FqrlE9JODsa8RJIJTELhClap7/zl8Gq6teGCAOZ2rrAeAIzJSYrAyQk1g8yFg/mJnXN4X/vwOa2DcRzNHmyDcczTXFAvMQVTmnVu70gSfzZZya7jn+5xyVZcKeIyXtKSwjPh6hFB+0SwitPdvYbz5FLTQe5VmzlJbcv4vZik56Lk0zjkULEW+ox7dOTeb7KQDCZJBEavWapcyX6n+eZ4SSRmEqBpoPTH+FB9G9fuWQzAEtsAB+IeXo96mRMbS8CNyH460sfbz6KL2KVU0GQOYRVUnKLMtlimx/JozMEL/grsgsw57g7W2PtxCjI2USl5YW6E9HOkwkjhrdUPpYwJgNhgQg8BFkDWBDQgrErjfj/pBCaFVP5LCuV2he+sb0PVYHvYzT+3evHaFNZMG5X5NrPGiqlRVkzVA5VlBVoHLZhEjWYpQl9E4tsv1vPdje30RkwMxSV8tuF1RBFhoX9sa+SpQZ0szLKH+Or0A1gMPFLpSC/EkzMHKw3pOZApIpMt59NDyXYMH1eIsEB+bwvkIC4FvO7ZY2dffJRMPR6qYdawGyd7bJyhHmWv4OLd5pYx33+8BvgJhcPmQT5d8FYYrARtvIXNh/HMM8+wY8cOli9fzquvvsqNN944su3+++8nEAhw5ZVXGh6bKpX8hS98gfLycmRZ5uc//zmNjY34/f6CpZIHBwd54oknmNa/E7uc2UxQso6vzrgwjuME+/GpETdon0Gk7xgCUO9IsC9g52BgNGzPZ5E5oXq4bGKJ9/16j53WgB72JArQ6IxxNJQ5wM+u6EEQoC9hYUfIw2xHiL1hF4tsfrZGy5lvHaLJEkGJjz9vJfs7+cvn4BvYl/eYYq433u9fCIJVIhKFHtmKTVSwCwoqAluiFayUdMH5ulJOlRphpqa7sOWETkySiUyCkpQ15BmLMB16Pef1zKZMk4vZMmrmMqX9W7IVft7sd6LEFbpVOzvkCuZKfvYqPk40d+EUivcSPZusI6mJnGDu5oVkLYu1Hqq00c7QcmIsKYtMXYD5YO5nzoXUs5ssIpJNQrJKiD4rWCU0q4hqEZDNIJs1QnZdrFnyPIolqb9bU1LAlMb7xYSGEFchrqBFR0+gZY279HFYaLy94V5Ka0c3a0zdeMWxRoaEJhJSzZRLmQqr0HkLyatiZVP6cxa1f545GJUcHHIv5PTTT6esbHJjCfLJ/FwoVRYUqwOOh9wfNDej9h9hMGlmhiNCe9zGjuBoaIlFUDnR1IVZGDuvlJiSVw60KU52K6PfY6oYoktzkNBG5cg6Ry8+SSauibwYrmKGJciRhJMGMcR+xYdbSLLO3G10+nEjUD0PT8+eCZ/neMl80D2dRxNOXGISAQGflODZcDWzrEGqpTg7Y3qPlZWOgZxzIxUuCxCqn483h55LPUf6OMwYawbPqVnHuj+EuHFVqrgi8ESLh3p3go6ghXneCNM9+Y0U6fJhe9BDR9zG6eV9bB7yUW1JMNeZPz7d75mFL3Ag7z5j7j/1zMPPmy7jI8PllRMmiJsgLor4RQc+dZTEWdXR57dmiTeLPCr/U0jXA2JC1x8j73D4mxrJyVzfu823gNePDTBDHGKGaWx1FVWDPtVGlRgbU0in2LE8nvXqyLE55FexuiD9uY+nzM+FkqTvwYMHeeCBB/j0pz+NMPy2BUHAbDZTU1NDf38/sVhsJKelq6uL5ubm4m/GZOKCCy7glltuweFwMH369KKOq9v7EN7Asbz7jMeiM9Gkv4my3f1VFzFz4EGcJgVbROPFAzVsbh/tHFtmSfKiJvDTVYdGknmLCVH72rP17B/QSdBv1u6n0iqDDGo4hqLpVqSAbKasXZ9wzcCq4WP/eGwdPdYA++IeNgN/dj0zoWfMhrL8Shq23jap58zGRK172yNengs2cDDhwSMmqJJiHE66aBGiDGpWLrUeYk34yEiLxGhAzvAupLws8bCKdulHUf/1P4bXcTvTQpnso/9OeWFguJxyFowsr7nQqMEfwhvZPPz/ZssBTrfoCamFQrsATsPON6X1rFe20CB4+ac4jVMjhzghfnTk+RUEYsG0cshnX43v4T8Zns/IAwXGz2/3mLD6rDiaPaNzrcyK4jWT9Eh6073CtQeMc72yPC6QaQkrxbp6THHSuqSOlpef4hrnFsN9vhtZSpvq4reuFwy3Fxqzx7NKU7HeptQ7GfI0cujEhcftfqA4mZ8Lxc7/t6Ly1YGmS5hy7B7iqkiZWaa9zc3mwVkj271igudUC1+xv8Z0KUe5OQM8n6zlL3E9nPLLttcyFlOqBhoCfZqNGnHU8DBj+O9nIst4Sh1tgHhZmswvRkYUkkdHl19J03GS+ZPlyRmQzdzaN4eWpBunmGSpbZAXI9V0WAK0Jp2c5uzmEu8xGIpmHJfr/bSf8CFqX/pLxm/p7yl13xmhQ9nrifRnK47H6xiM88iBRu7p16uEBrxhzlp6dMwCOpelvVmD6/cuYr67lXXmCD/qnc/pri7e7T2GZdhrr2i6RyqFw3Mvo3nvHUXfouFzDz+v4jUTdOmL9shw3k/QoY70izHq0ZWrdURG75YkYM4fLpZPJ6QjMpDg4UVfZPPmzVyTY430t9hMnpEb+K3zOawGxogU3i7yKp8e6FWqj7vMz0ZJ5KW+vp5QKMSDDz7IunXrGBoaYtOmTZxwwglMnz4dh8PB/fffz8aNG2lpaeHo0aNcdNFFJd3Q7NmzWbhwIbt27SrpuEJIX2wUOxhKCR0ywkQTWTWXTFlYt2iowLucHTzCKHkZTJhxS0lu3tHEjfPbmOJMFFUFZ/+AHRGNf2zcM+Y+taE4ElBG5r2n3p+bBPviHs4wH+PxZCO3x2aySa6lWgvyRcV4YWaEUhbYkw2jhWcpSq7WHOdcdwcNpoPsTXhpjA3wN2U286VBzra0Ziiw7FyX1OI8GB4mMDIkoho++9ig1mBYHSEwkaiaEUYGZJRThlEik60w871rUYAfOjbxhcg6LrMc4N5EM1MjfTQRyHlMOpyBICsdbfzQtpZrA5u4QNjNfxxz2Wappy7Sz0uemSAIXC6/zLxoZvPSXETFCOn7RqIJHHZRD6cLyMT9caw+a4bCt1XYGFH1pS5gChCXUtChOvhmdBXnCHE+4hg7PzQN7kk0M18Y5Ab7zpznMQqrGZAtuEQZizgawjleBTbe55uMEKI3G8XqgonK//HCIalYglFkYJUjwR/SyMuQaqFaiPCz6GI+atvDIpNxj4ps/DOuU5E/OZ8Zs0jV4+k1aoTomOMAZkgBDqteLjPv547kbB4cquEpsZkhwcYveBxzgc4oRgv4N0v+T1TWp2AVVc5wdzHTfJA22UGlKYoIhDUTP6/cins4Dyg9eCb7udNldSp0Nt34lJJj6Uif13nDrkrMZ/vswmNc/ux8Tq8bYOegiycPOjm1vN9w32yYBLjE3cqfB2dwpa+Fz1Xt4Z6hRr7ctYQ19n6eDNUQ1sxc5GnjfPUgkBkamAtGIVMZzz28TQLcw/9OJfeXI2b0v4OxxYqytxeNHPedK2w+qQl8LHwyJ6DxG8dzhsc+mZiCE5nv2TblJS6pc4L+foKKCVHQMnJT893P8dQHGd9zbIX/446SyIvD4eDDH/4w//nPf/jlL3+Jw+Fg5cqVrF+/HlEUueqqq7j33nv5xS9+gcfj4dJLL6W6urQGcgDnnXce+/fvL/m4YjGmslERwuytUmTpqLEm+duCbfy9q56H+/UEylUeP08NVvGl15r560n7dMVUoBfBDHeUtrDFMJa/kIC5Ud7MzaYNdMStIMLupA8FOCqU0Y6TKUWagEpZYL8ZKGVM1Jpj1JpjJAbjrNMCfCe+HJ8Q52xLK1ZBJXWmlLIKB+WMxXcwrOKPDoc1Df+W+n8KKTKTTWAAQxKTfr1sb0wu61/qnVeIcdaYuunV7GxUWviFtJLvKM9iJ1NA5io68L7I6xw0V/IHzzqaYn1c1/YU21xTOWSrIrVSeti3gH7VSlkihAsL5qhKUpAImu0ImkbA7GCnt4nzO19FYJTc5ULqvUSiCRxBGdpjGR6Z9Ocz+pZGczi1KChEXEpZsH8tshqAJaY+FETErIVet2bnoWQT11h345QKk7l0RSYjMKBYqBUnlpNTLN5ORCU5STHW4yEyKRwPPTDSA2kYVlHj1oZNPB+p4o8DM0d+9woJfh5bzO+cz2ExWPxkP8uZ8WPcm5w+hrgUQtwf50J287ipkWcTdSBAj+BiSNDnytPCVM7UjpR2UjJlkhJTDBfuxwu5xnG+7+8UFU4arpJWZ4lx6+A0WpNOPlW5b4S45EO6LoDREOJsmZ16D0b5D9mV4jI8MSWWvQb4YN0xXvKXcX39Yb55eA51lijzXPld1amxudHVQ0vCyW3+Zpxiku/Yt7BX8LErWkZyOAzx3kADJkucejGMplqYogloCPg1CzIisiZwT2I6H7Xtxi4UJjcjWq0/NlJ5Ukp7R4XiXMxZOb9G3ebzFTrKl/uYfu//SuiGgiWm/pzz7e+JWcwUh7jYdKTAXWdeI66qhNwunJYiQgoM7nOieDvpgJKDdhsaGrj22mtzbrv++uuLPld5eTnf//73x/zu8/m4+eabiz7PRBVZqV6ZN6uvSLYiS+H9jsPsDjg5mnTxrL+Csyu6ebi/hsuenc/tG3aPVv8wsswMxml0xphv1WvQ5wqFybXgrQUuVPZynzQXh5bgKmUXPzStxadF+Y5pPZ+XN9PMUMnPmrpeSpFBbkKTL1RhshRgsZP0mOqiW7Vzk3MbJkEbc2/p4WKpBXmKqAzGwCvD0LBMLEuTvv40b0w6gYFML0z6NbJJTApGoWWQ+R4vZA83SyfyYW0HCiIPijO5VN2Xt0pa+rNdlHiVW2o3cNRWSUQ0UT/QwcHq0STgRUOtHHFWsc3XzAxPI5vnvtvwnK5QgFVdY8tLG5G71PtMJzKATmZglNC0hse8g+xxYimzQpb3YjwFKVLQNPhdYDZIUKcF2ZKs5kehE/mZ8gR7qCQimJilDVKGn5/yBDZZIW5wX7mQGIzjY2yC70QxXuWUPpaSwpuTvDnZcmAy9QAUrwsyzlM7drsgwAZnLz1JK/cFG+nRHJxtPkpn0snHwxv4oWMTdRVjj0tHmUtj9pC/4L0YvVMR+Jy8iR+b1gFwibqHF8VGatQg90pz0BQ4axwEpphrl4KJyv5iDVgJVc8H+nrNLqpN+fVnvsIkRoVYUscWIjBQfCGJXBEgZ1T08sRAJb1JKy4pya2djXxvVmYeTr4xfon3GE+FawmrZo4pTqYxRIfgQEIFJC5Q9nM05uJloYpGuYpfhU/OON6uJYkKZr4bWspXlZdGfk//jhnGmnQDcuofRUa3pPcNS62F0vvZJD2ScS+bIipNpn/3h+MNPJlsAKBTdfC78AZ+7HiJnoBANw7qCdNIUJf5KMQTY585HzxiEk94kET4zSluUUgfpMb5myXz03F8Ms3fAkyWJX+iVU8mlekaKLIU1jj66AzYSWgSD/fX8J2Ze/jKwXnctKWZ783cg7nSuHSq2h9j/6Cdq71tht6WYhSIWVOpVENcq25HGXbmKoBPi/ILaSVfVjZRTXGWgXwYjzIrVHVnMtGt2vlWdCUXWlrGEJf0PJdIVB1DXEpFIQIDY0lM+r2kw4jM+IizVOvhd6aVXBN8mT+5VuOLh1jPUcNrZKPa388qy0FeKZ/Jz6eciSIIOOU4nzzwEHc0nkiHvZxp4R4u8L9KfGAGKw88hFVNYtL09yIAr0vV/GfWiWyZsoD373qUsvio399nF0benVGIXS6kFgjRgMwucw2z7UG8JEoaW8UK8BRU4M/iErZJtcxXe6gjQgwJH3EGsfOc2Mg0zU8tEcqIY0vzcJUaYlPKgnsyrWYTXWgeb0xUH0xG9avJ0gWpe1mQ7OFR6ohh4uFkEzdad/Cz+BK+EFnHz4UXcQu5q03uizlZbhrbX6XY75hEolINco56GG1Y5neLbhqSfu4zz6Eq4GeePPb8uQwn/xdgVP1L0eAj7WuYbx2izhTN2BcYowOgcDXF9P2z31f2ODQKD81VXapQ2LokwKXuo/z82Fy+Xv06P+ydx28PNXBN+aGcHoN0GWIlzmdtO/hJbAm/iC1G1gQkVG5UtvCCOJXtYg1L1B4uVvcRUudwkfwUEuqIvBOAfmx8zXQy15nO4jrlNRZqfYZeuFzvIftdZONQxIEgaEzvj468l4ySzenvI0dfu9R7LOSBfyZZx13JmdiRuUzZxUFV97orgThPi3Owa0lcyKAFM2Q+FI6OMMJ4PIjFniMf3i6y//+uZCmAYhaxmkZRk/TtWN73fE8n57g7+U3/bF6JVhCSTfx1wTa+fXgWf26fyjW0Gj6bpoE/YcIjJYsmLdGATBKRJ+wzecI+Gn/9B20ZzYl+TkocZG2ynXvt8zhgqeYuZQYnxo8yQx407Cr8Zim0401kHkvoFpYLLEcnTFzKCvm8MSYwQNEkJv3+jLBaOsLLnnrKlSifH3qOH/pOZk6yjyo1PEYBG+WrnNbzOisGD6EIIioCZYkQJjTe3/o8uz2N7PA10WEv4zQEXMrY8bZI6aG15yCvV8/k7wvPQlIVrt5+P6ogYFaLr2iXTuxUYCAEkqbyv00rAfjU0As0KaPewVTp6VKQvf/PxJUcECtYoXbSJrjpFlx8SNnJaq2Tz0qnsgyBJVo3lUS5Tt027muNR5lNBt4uCmu8SN2/BthKkAVvdQnf9G86wxzkN+YXeDzRwB2JmbRoHv7kfIa/xWfzq+hCPmPfiU0wnicBzYJbKI20a8DT8Truci4e+e1+bRavyLWcnDjIdGWQFlM5bWYfD9nnEI9JzJQHcGmji0AjWXO85P+bEXr2eswHwI2VexGF3Ia/UolLNrKfJVcZ3VwL90LEJXX8IptuMY+oJn5Zv5WPtq9mttLPCUVWlJtvGuSH8lMMYsOMgoc4DhSa1Dd4VajlNaGW7WINlyHiYiy5riDG1cp2/iQt5bfSCgC+JL9EjT+M02se09/EiFAaGQmiqoRNUPhq23IArq4/ymkV/TnzhqS0f6fDiLikvvl/4o3ck5zBEqmPOBJ7lTJOU1u4WN3Pn8UlWBCZoQ3iJsGH1dKra8L41jDHQw+8HeX/O5a8pCP7xZu9Vv4Um0sYM0tM/SyUBqgWc0/28eTIvBmQBPho+UFOS3SxyKU3CLywqovftk3jlPI+ZjkyvR+yP46mQUQzsa3fxakWPSk7+/3EkTgSttFq8iGicQKt/My7nm7JnbFfn+Skz643u9qp1POloWfZa6rkL55V9IounFqcc6IHaFYGM457MxVaCoVC0UpFt2pnk1zDV+yv5SUuKRgRlzLb2GaDhZBNYNKvk4vEpJCLzKQwVfFzRuwAv/ScwA3tT+B1Rdgne3CERxf6RqQlPT9FIqQnVKbdo11NssJ/mLnBdn416xxWm+3kyp08d+B1rHKSV+vnURvqp91dxYOz1lMZGeR9e54qyXOlIHBH1Sr2Oeoyfv+TaxU3tT1ieEwhIpNA5AFxJt2ik9VaJxYUnhSaOCDqcTu7hCrOUg+zRuugjDjRgMxMVx8qAicNHSSqFRfSlwuTPY6Nzv1OxSNCM1vFWk4bOoKPOIu9xZdoerONWfkWIOsjh6gQhpgT6SeBxiqO0iLN5+lAJadqrYbH7DKV0ytbWIZxhTYZgdawjTbJw6Bo55TYYR61z+Zp54yM/fySA7/kYA81PKcpfGXoGdbEW/mB7xSe0mbwlG0mJ8VaWJU0bloNY+W/UTn18WKyCUxG80hN4JbB6fxX2SHEoahhcn4p/auMYBQ+ln4vkDuxvVhkLPb9MT5me4Pf9M3hBvvrnGjqZLdSZkhecskHF4whJhIaa7ROVmmdfFE6hQ7BRa66s8u1bj4nb+bHprWAXizo06YzIGxczbSQQWF71MdP+uZl/PanjiY2iB0IQmYRgBREcvdvUTW9V9er0QpmqQPMkoZ4PlHLS4quV3YolZyrHORCbe9IoZtFWg/7gDPVwzmeunS8GXnC/5d0wP8T5CUbiaE4c4QeKrQoP1PWAOAlzrecr+Z1vY8cPwnuusmCTVRZYAuQMiTb41HKzEke6K3lM02Hc+a03J6YzYmRloxz6aE11dzmWo7XFSMimImIFqrlICfFjhBH5AHnAj4aeBkRjf3mSt4w19BtcjMkObip/GzmJ7o5PbqfJ+yzOTOyF5NWvMscxjYwLIS3avH3UrKGOCbKgv6R34yIS3pyfi4U43VJhxGBSb9mNolJoRhluj64h2cbm3nGO4cZsV6OWctYFj42hrRkJ9Rnh3Slb3c7RUKSldubNjA13Eu5VpVxj9nnXtm1B7/NRcDqZEv9fP18FmfG+YvBDmcjrdbRZIAF4XZmRjq5r2olLdYKmuN6dZ187yV9fG0TqvmzqDfQVQWRXejFSOq1IA3yIJ8IvDRSgAEgFVRyVWgrhxNraDV5mZ/sJf0Jco31QuO6kJJJH9/HQyHlm6Nxy/j7Ph1PNGl+KtUIt4sLiAtmbMEkH1O2schXWohrKZbN8eiEXOdPfUcRWKCNhmjZUShLhHjU3My6IX2xZDR+ugUXGmSUcAfoEx38wnMiJreKQ03QZfKgIjAr2YdFk3nN2sCyeDsLk93sNVez31zJIXMFmiDxbd9p1ChBLgnt4C7XEtZGWjCVbJLJP57S8VaEoaUITEu/iUHFytTYQEa80USIS3reixGKCaGC4sOojNYDq0y9vGaq4pbIbE5Xj/CC2EA0FsdYixSPBCJ/FJdiQqVey98HZjpDXKjs51lxKneIo8QjHxk1miftioNfROeM/H+aOcT7PS18r38hDwXrOdfTYVx8Y/jv7G3dSStf6V5CQhPREHgdH6DLkjKifF55CS/yGJm+mGM4Eh2IoRhdqoRXyy8zxjOu3yqiYTRX3wqZ//8keRGAtVonAL+VH+VRYRpPiU18MbyGL9i3M03KP9FyoVildjxJzmxriJgsYpKSOSuIfUN+nh9La9gvlDFbG8wYjDstdZwaPciZsYP8y7GQV60N2IIhFit6A8ZVfQdREDB5rMyS+zk1doj/9p1GXNCH0m5LDXu0ShxqnAPmKnokD/VKgDXxY7i0yU/qylVhqxAmGlK2NnqUB03T+I84g/P8bwAYEpcUBg0ce2U2sJkyy2umw5+jhHLq3EYEJv366chFaIywINKBWVNY5z/E/9RuIFBu4aL2VxDRcpKW7P9n3/ffp57EoNnJqUN7EZg/5t7S79nnEDij5RXeqGpG0MCqJJk6VFwYA0rnDtYAAPqsSURBVOjerF/XnUKPxcO6vn2c3Lc7Y/t9VSv539r1nNq9k9WDhzLuI33RkV6KOiqYuNszG7ca55rAZh5wLmCfpRqHGucz/ufIR6lEwKXGOSR5mS4PYi+C0BuVwC4Fk63YSjEovBmIhxVMJc79eQyCBiuVbvZSxu3iQn5uWs2HhvTwvuNhySw1hCNXA958ZXd9DIFTwKyphtsBvsfD/NyznocTUzkllmkN3muuokn2c3XoFXaYa7nVvYIaJcgcuY85ch9nxvRytyHBwumxg5waO8htzmXssNYD0C25ucu1hHI5zEFLFTHFSrvJy6p4GzVqKQ1ICqMYeX88woUTg3HqxSQmVH4TW8j3nS9nXMsoTCxbDhcrg41KKMPYZ8nlgSi1zG3cH2ee0M2A2MAarYMXlXq+wzquDb6M20BnG717I/nwoH0ub9irWBs7iphoKvjtztJaqFVDdOLCp8YZHK4fVqzB8fb4LJ5KTqFSiPKD4e+jnwBOMbVzx1ATLwd83Nywe8yxRu8sPhDnb7FZoGl81PIGPZqdfyd1T+T1ylac5A+P9KhxjkhOVAS8BmHS6XgrolGKwdtN7qdjouT6bYF4eGKs7yztCFO1IHFMdIWk485oE4Pxov6kaqMb/QG9y3tSG7tsuqqsha2RMv63q5HIwKjwifvjxP1xaohwvnqQn0ureV5oIOlxsNtcza/c63jN2sDCZDdRwcRmWxNzkr2UKaOJiU63iaPl9dzlWASATZN5d2gXZ0T388Hgq5wQa2Ft7BgR0UqLuYIaJchDjrl8o+wMXjfX0CZ5OGCqYAgzfswGGTHjw0QmWSnfO/UOy4f74HTIukcgF3HJ53UZjEFMNiY2KfijWs5zBMNqxp98iETVov94IkHaJQ+mUISPHXqMQbOLV2wNBa+RQjZx2emdyoDVzRVHn2NJpN3wmGzF7nUKLOo9zMK+wxzz1PBi42LD44AxJO6ZqoX0WDys7j/Ahr6xiuqGfQ8A8FTN4ozxl3r+FMLBUU/abnMNFk3hq0NP0W4uY5+lGquaLEqAKgjsNVdxTPKijWPARwNyxh8jaMB2oXocNu/xX/PtgvHc31wG2aDpIVQdgh7EmJrbb6fQiez7SSDSHjKP2e/s6D4SgsSfXSsJCpYx2y2oXB7ewYOOedztWEhIsHDIVM7fnEv5t3MhixJdaMCtbj3vYFkysyfToGjjD+7V9IcgGpRZNniYk6OHuCr4GifGWjgrso8Bk5M+k4taJchztmZ+6NvIvY759IkO9pkq8QsWBrGgwoTlfrHfPP2bGv0pBWZBpVKI0qfZMo4v9l5K6WtVCkohyOnrBxjVfeVaFD9WYkh8MvAS9UqAJ7xzsXtMY/4Ug0Omcl60NXF+eDeXRDJ79mXLlvT3t0Tr5V1aC3uESraJmRWL8n2/V+VKnkpOYaE0wFcdW8fcz/utBzGh0KJ5OdYnFLX+6tHs7FAq+YlzE7WRQf6dnMEMTe+rlBq/+eRji6mMVy0NmMY52ouRwW8IlcQYW/J5vPi/JPffemo3SRivBT6FK9VdxFXTSJWst7KxVjFIDMZRVdimulhqymwutZAuvu0Y5E/xuXwxtIZZ2gAXq/vwpu2zXjvGHcznH9IC7tTmUecK0y642aAepV4J8ry1CYAzo/vHuLUXJbtZmNQt4W2SlzvcSwGYIg9xbmQv/+NZM7Lvo45RF+4r1gbesOgCyawmqVZCTJcHqR228pWpE2vqaVStpViMpzzzJeHXOWiqKEhc8pGTFNL3MQojK6bSVrHkohCmxY/w+qwGbp22kQ8deZqVbbt5oXExUwM9uJKZjexS92N0fzHJzKvTFrPL08j5Ha8wU8hfQjvbA+N2igTDKou7DzJkcxoek05cZEHk0ZqlHHVW8dm2R/EqMbBn9sgBsGsy57a/wn+mrOKoo4qmSC9JQcKiKRn7pvfTqTD10+VaymuWKdQpQWxqkqQgcW1gS16vC8AWayP9kpM91lr2JjtYnugscER+GCkV2/C492OlHOPFzNtdGU0E45n7J2utzJYHDBuyvtXyP9fCOh6QOWipZlWiLWPcVakRvuR/hgcdc/m+dyPN8iDviu6jQRl9tkZliFo5wEu2Jl6yNVGlhAgJFnxKlNWJY/hFXfBsjB4cc90yNca17c8goOfH/KV2/ci2zxx7jJ82njny/0fSZP4WawO7zVX0Sy4kNYkNlbMje/GLdhYluzPu761AqWHE19r28OvIqOe41FCxXFUiC+Ujpu612BCqlDemUAhiCjPwM13z8yVpI9/3PMOFHOa7wgmspZ3pJbQ+UIFH7bN5ydrExuhhVmeN01zI9jRfpO7jD+Kywsf54zwlNPGQOIMblS3MkgchjqEE/LJrKzfHVvGsXM97pcNENQl7jgIXAI5AAExwe7CZS9hHtRbmkFDOe5U9SIEo0ZxHQrvkodXk45Clks1qhGkRf8FnKQQj+W2WIuwUfSxKdueUf+9Uuf+OIS8pjJfEeEmQO4BHRylx5m8GysU45aJxtRMncT7FFlrx8JI4hZul9SzXulimdTNP60dED5nrx4aTZGbpPo8Jj6BhU5OYVYUO0UWdGsoQQql/NypDXBvYzGvWBuYnupkj9/FV/5OImkaP5KLD5OGE2FH0iFFNX+wLZmxqElEQOCJ52WWuIonASQnjZNJSMBECA6Pv8F+2hSQQWRNrJSRYWErPmOv0OJzY47oIK8XjUggpIpOPxKRQSg5ILqSf02fXSxxfuucp/rHgDPaIlTQPdfBy/Xzun7Wey3c/bqiM0u+jw1lBa3Ujh1w1WFSZ97c+z6wCxCUFIwKzJNrO/d7lGftle1tiopm/TNtIWSLMf7U8idc6NmQj/byLgm3siEyn2+Zlm6+ZfZ4p/NfhJ6lOjC6m0klMlRxi/dAB7vAu5WOdz3CT/yE0BDzu3Fav1GKm3WSnPuFndqSLQ6qXOcHMcV7MwqUQYgGZJrqwouZVqu9klDr3LaiGxCUXxiv/S7Hwp/e5ykY0IGMCVifaDLfbkLkksouNscNst9TxO/daZsj9LEt0sDDRjRmVzweeJyRY0GBMSJCCiKip1MkB2kQ3tWo4I38lNcNNaFzf8RSb3dOpSIbwqFFuOvYQCcFEXDSxw9nIhqH9WDUZm9tMt+SmR3LikyN0mH1IaLSJLkSTOiHyMlFZn464P85TwlTaLD5WmPoIYuFkc2fGdoBjQhkecWLJ+cfLA5OOYklLChIaH1ZfRxMFnhcaOVs7zFytj19JK/m28lxGiJQRekQn26z17DbX0Cs5uTK0jXnJnqKISzaiAZkmehDKNCKYcGD8bhOI/FVcRLvg5ovKZmoKtGeoDQ1wtniI1riHp2KV3C4t5EplFydoxtEAFuBTyiv8UlrFPK2fbygvEAqoReV09UhOfGqUd0X2sdtSeqP2YlGnBKhR9DSHdypJyYV3HHlJYaIx4+PBZIcb5FNkxSAWkKlmgIsYYL14iJetjfzdMh+zpLJY66UfO1uHXbNfk1+gjtH45NvEBaiCyB2+5bTioUEZwqSpfCK4aUyozGy5n9nyqPcn5UHxynFmyf1j9k1Hs9zPry3reMo+ixMngbzA5Ci1BbEOtgs17BIq6BWcLNVGyUtqbL0hVfPuyNa8xCWX1+VAUH+LMxMCB4f/PcudKRTzkZgUJkKS8p9Po66/ixcaFjO7v5WI2UpCshAy23Ency+PD9VP57mq+SwcauXUnl00RPuptExMqFYmAgzZ3CTKPFQkMvPRNODxmsVsLZtBfXSAS9o2DZfnHhvQlU1g2hwVtDlGE/qfqV7Ae9s25SxJvT66C68S5fd1G/lo57M0JPwFFy1+yc4mz0wuEEy02CpZ3D924ZnvHMUSGw3oMnmYKvvHtWB4p2CiHviJ4HiGmxWzMEmNIzsB1hFgsdjCdmcjTzmbudexgEWJLmxakqftMwH4cPDVEQ86wL2O+aiCyHbrFPaaq7BrSdxago8HNiMGMheG1ckgFwzsGPm/Q03iIAkKnOkfDdWMB5P4GMDHAE63iea4bsQ4LPl4wjGbtQnj6mjFYjIJzDytn/aki56ExFahikXh9jGL9l1CFcvV7glXFUvKmXJ7Mrwv+Y4pFou1Hv4lziWomnCRRETjkKuGVabenOdqxc3PvKtZGu/glNghpsgBqiaY62RGpUoJ80qsktWJtjHfeLNQz63SInxajM8oW6gs0mTzsKjnrLxBFQC3SQs5QTYmLykSda1pM3/wrGUwLI3pe5YLt7mWczoS26wNzEv2FD5gnAiKNjQEytX/90xW71jyko63UqG9WSik3CrVCOdG93F2dB97zdXsM1dSYwnzWfllXhbr+am0muuUrcz16SvmCxJHaYk5qCHMDPzERYmXxAY+X34uPxn4z8h5x1vHPh2nJnZzV+UKekXnpC28JqrU5jNAACvPCE0s0kYVfOo932GeT7/ZhWe4a3UpIVsp4pLr91wkBkqvTJbrPIVQZoMZ3S3snTKL1yxzuGTv0/xj4VlEzdYx5CVqsnCobjoH3HX0Wj28q2sbCwL6Ir2UQgEpZJMMq6q/879PPYlPHnw4Y992ezlveBq5sH0L84LGSijXuZcNHGZb+XQ+3PIkRx1VPFc5f+Q7pv7O9vAs6jmEnFC4q3IFn+p4smDOi1vRX3qP2Y1ZU2iO9Ra8x3QYzS+jRY4GPGmbwWXhnTi1whUT3+l4J8n8UohLOpxqghODhzgheIg2Sxn77TUkbFY+HtjEIVMFdzoXE47sYc2wJ2ddvJWoYGaKoi8+JU3laftMvll2Bt8I3G/Ys6sUpPefujC6lzcstewx1zJ9QmedPENlHWGWaz38R5jBFAI6GUvDFqGOLWI9Jw2NhtVNhv4zQj79NVkk2ei9LdB6uUVYwjNSM9+wv8oL0Ub2K94R8pIiTiF/gs3CFHYI1RwUytigHePsyNj8wonArcW507WEFQPtGfeaROTW8kVcqOznpKEDCFC0t/lyyzb+4VrG5aHt1CpBfuY9iXBAzivHZ8v93DD0Ar/zrGVRomtM5TCjMeD2RAmJFvolJ9P6ugjHiiOnpeJ56zRmJvv/f/LyTsdb4Y05HpiIe1AE5id7mJ/sgYj+HmaofuYK/fxaWsGCQB9z7EHWRY6wERkT6sjEdsfCvGiblnG+1ISciBCfFe+jQovyhrmGheM+y1hM9HvbSbJGa2etNrZnQVLQw4U67OU0RUpbkE4EpRCQicIXCXD2tsfZWz+LR2asw5GI0uqupjriJyGaCFid7KmfSYuzmrqYn9UDB2gO94yQjfEQl1y4/sBD/H7GmQRMdjzyqKBWEYhLljHExSi2fPQYGDI7OatnB2f16NbjkMmOLJlIiCYiZhsmVRmT35PCUv8RHq1dxjFrOU3xgbz3LaHhS+pWyIhk5UeNZ1OWDHH+wE5mlkhkUsiuiAZw2FROvTxUFHGZzAXX8VDIk4n/SzI/GpBLLhVfzLcUgMbEII2JQRjSv9lMeYBFyS7+x72a1y21NCpDrIi3c11wMxq6xwRgrvkYv6s/ZZxPlBt2FJrlAY6YyiZMXtIx3tLjKVg1mbW0M0frH2NIUyNJcMN+cyVVShhzgfChbCNMIWR7XybTq5R+znywo/Bt+Vm2OKby4+gSmsQAHaqeb5jURPo1K5uSNWy1VGFF4YRkKx9Qd+ElUTSByDVms2XJNcFX+KnnJN4w17A4rYBEKmxrSaC1JGNnj+hkZaKDlQO6Pk9RljfMNTTJfqKCmRrVuNLsVGUImybzgm0a50b3FXyWBeFRfXRbzTpEVeWUob2cHDhQwh1nIvv9dIourGqCZjm/Dnqn4u0tzY8jilEQb5WyG2/Pk1zI16wwdf7lnm4alCB7hAq2Rau53TQbgBVqJ+/369U72lxeFiUyq9AYnTOFJHqn9QHJTpUSzll1Q0HArSXQgF7RyfGIEB3PImZJWi+FbFyY3M92pnLH1PVcc/hxKggV7X2Z5VYNvS/ZHpe3A8rD/x97bx0m13nffX8ODOMyo1bMkiVLMkPMFHASJ67D0GDpad30CTTt26Rt8qRJk6Zu6rR13CZpwBQ7tmWSQbZsWWQxrrRaxmE857x/zM7u7Oww7K6cfK9Ll70zZ865zw0/BhdbT+zmzc61HGtczK7m1QR1Rg7VdGCIhumc6Ocm9x7a/dP9S6KCyFuOVhoC43SKnryfmYrhW5UQ7b5hTlvqWOfqnvpcniwPqzI7UCyVAuMPqLxQs5LXq5Zw79GHpj7v8MW8a280LGNffSzh+O6zO7AFZjMGy+Q9TxtrsiovAC1J14zrrBw31tIaGpsqElAofJ4oKvBE3WJuDx1N+X05kW8j1PlEsbS0EH5Qrjj0YtY1/lsH43zG/TxHzfX0WGv5hjOmpOjVKP/XE/Ou9xgqcUZ9OXtdVGL5ZwFRj1UJYsiwv21ahNqoh5O6Kqopb+nTXEvRdjFBlzaR8vdrifG+x8wrqFACrI0MZDXepaI/ADo5tdid6J1KN+5yo5Igt+vPUisE+fdQrOfK4+FWtkea0TRYKk1wu/4Ma6QxtPC0yrJP34BBi7I8kt4ok2nfJr+7hMb6cC9HdDUzlBd1ktOck2OJ6rngvGTnO47L+Nr49qlcLxkVWVPYYexgXDQzIZn4oHcv68J9KfeiqGm8bmjh5sCxrOevIupjHEDTQBBQRZFD5gY2es9hVQvznCU/8+mqTpb4B1H9IUpbkDw9FhJ9XzgjWYC4UBOgsh2sVPG1AXcUG24242YzZ3ALBl42tvOsqYvNciVd0TEO6eupUbL3wNGAbrmC79u3IWoqGqDXFDojo3zc9+as6wclK81RF5eEzjKYpZlTKVAKa6yYYHU7aamnKnxyqjqW0yRM5Y5UGFN7SxIVmHyVlnRhZ4Ugl2cLwIbTBzjWuBiAoKznXUdfoCYwnYTvclrZVbmYpZ4+bNEAT9WvxxwN8YWTT5TMA7PE28ebFZ2scp+bUlrG9RbqghNpBZ9UitDrVUtmfTaus4Cmsr9uCWganb5BHmy7gobAGB86uyPlvdUc7H5BJE4Za5kq9DzJzF5zdBGSdLxzdF/We2SDCHxocCcy2pwxsXTweaIETAuzSWWxmG9+UA5F1KKG2eg9x0bvOW4U9nLQ0sQjVet51dbJVs9pnqhcjSpkP78aMC6bub/uMjyyEaMSRkSlLuzmXaN7Y5X/EtAv2bCrQbaFz3Fe8cxLz4bk9cyHF+w2NLM2QaC22OSc1idOC7N1PMs1B6ac2Kob5JlIE92qnW7FxocNx2ZUNvVoOp41LcUW9LFV6+Un1lhRlb8bexIDM2lAJKzm1bgzjlXiIN+3b+X6wAmcWmwPjYpmjGqERdHsTYbjeLGyGQDFHcCXoIgLDpUzuiqkSfnkv63r+W/W8w9jT8xS2CckE2Y1nNPz3rS1s0RTAA1RVVFFiQFDBd9vvJJ7zz+V9fe54I7RvUWHcuaLtO9ePafDAH6vvLwtUAhTS7ZyJMOuhbgpcIzW6AQ/tG/lC65XEDSNqwKnU14PsUZ+37VfwrBkxaTGwg7ijC8kiHhFAyflSkJCzAfzW9NSmhQ3aBou0YBs7GBNDg38SolCm0NZtQgbA+d409TK83Wr2TR+CpGZVbuyJdMvtqk49FpOhShLqbCkum82JSYsT/eWWDd4gvO2Wo5VtXHOXofLYEHWVMKSjqCk5/a+N/jzow9NCSTJpYczIZWyMWBwYFLCrHL1cMDRxgFHGxsmzgBwyN5Cvl0j2r0DiEkNVyxKTJzQBIGLxk5y7dBb7LW38lTjRh5t2Mit/W+iCCKH7M0M2GKU+iJvd9Zn/bZyFYogsNZ7jtcABGFKgdlrbSuJ8gIU3EsgGyYkE1FBpDo632rR7w7K7S1LB4OmsNF7jpbQOD9suJJgFFr8I1ijwbRhmCrweOUa3rB1IGgamhBT6INSrNfMgF5kRLYyqLMjawo7K2OGA5saZlg04zYbuUItffPiQpCOFyR+/l73Hv7XvoHD+jpGRRNV6sweaMkohYesFChUEfJpMbp/nb6HPtXCI6F29ipVDKkmVAQiSOjFKJcq5/l+9CkEIEjxxguXZMQnGWh0TbBW7OEx3WLeNboXgIPWSoKiDs0dzNlYY1CjVIc9s+ikNvl3Y8jFhwdfpl+28cOmq/mq81q+PPEcehT26hroVcwA3JoDvT5obmRUstAUGscWDeCZNIwhiPglI+GEsvzFYCHR/ECRvRYLwe+VlwsMpWZs2SodxavRfM9xCetDvbxibGNZZAiHFsItGPCKeuoULxIa/2XdwLBk5ZrASd4ROMG9lTcCMUtMSJD5F/sWHjWvYFQ0I6PiFQ0MyPap512Tor9AtvGWwzqVq4X1puBxzCE/LzmX8d8dV/DBMy9MeV8Skc77kgvKpbSkek6iAjMenFkcwBgN84GXf8lbS9bx8JLLaXYPYYkEuaxnPxVBD6ZIkH/d+C6O2Ju5ve+NlJbUTHko8e9ToSrsRdJURDTWT5zhscZNrJ84g08ycNpaT31gDA1yjn+uCnunCgrEoZ9sOKkCzf6YRW+9+xxvVnZx2NHKSWsDYSnGyJf7+/iz809hVzIv6jlDBXtt7UiqgkmNYov68cjmmAIDiKqCT9RhUXNLsPdIBmRVwTSHCr5RjaArAaP9PWYjFe2NhOc+dDT53FkDLtrsQzxfu5rl7vOcsdTRb3TSEJggLEiMGOzUhFw4jPC6rZM3bB0s8Q/wnpE3+XnNJk6Zavls33PURTz8Z+02flO1lqggEhEk/NLMSllL/elDcxcCknnB+uggQe9BHrWu4nv2S/gj98sZ+5Ml8qf5UkpTPTsb34wXBfimcxcvRhr4fmA1LZKXWiHAbfqzNIteHEKY7wTWcEJ1pqnvmPrZucCqhDBPKrWXuE/y7ebrucx1gqqolxcdi7FEgwQEOWda6FQCXOE+PotH1ER99Et62oPDRBBpiHq4yH2G3fYOvlR5w9R1VREvn+rfQVN4IuNzAoLM/9ZsmnpmQ8QdU14SvJcjkonGaPYIFoCQIBEUdbM8l+WEVQmiCKVrfFku/F55+T2y4sOe3fyn7SL2GpoA+HrFtawJ93NA3zB1zc3+I5zQ1XC77xCXh7oBqFG8DEtWNGKenHtdsfCbEBJnZSfNiouAoOPvnFcD8LR5KXfmObZUyctzBacW4h3uY1zk6+E7Te/g8UkL/dT3OYSPZUO6/JhyIJUCA9NKjACsOb6PNeybuibe3yUo6TBEw7zz2A4yNfwtpMdBovC8yBtTpntNlTzYdgUAA6ZKttet4brBAznd78rhQwwanTM+EwBZVQhLIk/Vr2PZyVhS58e6n+P1ii6er1sde76nn7vG3sj6jBPGWn5StxWAL51/At+qj3LT+EF+XrMZUVVQAVWU2Gtp4VJPem9mInr0lTgVP6Zw7k3jioVxjj2huSLgU2ABhNbkg/kUXvPF1UMHOW2t54g9Fm7zX+1XsdjTxwlb49Q1V04cZZetk2X+fj4w/DoAjsliGn4x5nn58NBOIJbX2GOowBkNUG1W+brzGoKijp3GNtZcQMW99ahcET7LtrEe7q28kW86ruTvx5/M+ruFtvaZcmsSIw9CEyEuppuL6Sa53YoGRCX4oHpwagWTlb1C31tCQ5r0jscF9zds7QzrbHhkEwDfar6ev+p5PKeQw42es/QZnLM+j3tAXnIuZZWvl4aoh9vGD7DO18O/N1w+dd0X+57N+owJycT/a441a/3T80+hrbibG8cPcdzcAJqKpCooko5nnCu4Z+T1HEYNA3oHIUGeU+VFRkNeoHQ/EfMRalpyzIfLqlTweaIz/mWDxSbPGcOOj2d1ZJBvjz1OZ2Q63jVRcQF43LycdaG+KcUF4BOe1/lj10szG2ACBhSWREcxa1Gq1ACfdccY3BldFTsNbYyI5rRjyvTu+cxjsUh8TkXUj1UJcsjRSlCQsFnEqRK7TpMwJeBXGGf/M8qpP4//g5gCk/yvXDjhEWcpS+PBmf8SMRHQmAhovN64gmbPEFXBwpvOpfPK+CQDpy2xMg5GNcK2kaP8T+tlNPlHkdQoshplr7ODUb01p+cERR0HbC10m6YDdQUgIsro1CgB2cCAwTH1eVNwDHM0yD1nnmeN62xOCtjjFauQ1Sh/de436OL5OXKsao8qStjUMI6on35DRdp7qEC/zjH194pAP40FKC6xyOu3J+byzOeDZLq+0MaXCLNJnPEPoDrs4d6jD3H58KGp6+KKi0mJWeVfcC5DEUTuGp4WxK4fP8iHBl+hPTSzn5eERntoDKcSIOoJ8Zeu5wHwiQZeMbZzXK4iH6Sa37mcbx0q7wgcJypInJdsWcdYCOaC16caX8AdnfqXCa8LDXjRs8bVM+v6YtcgIogcNE8ryncN7WK3tZ1evZPl3lglL5sSZL+lJaf7iWjsNTdzwDRTbvGJ+lgYL7DP1jb1eWN4AklTuGtoF+8amZ2nmwrPO2IhkX/Uu31K2XBJMUULQUSRdDSGxhkxONLdAoA+vWOKXreFxlgSzL9PjAI5tNK8sHHhmK2yYD4t8KnGUIp7ZAohyDVBsJT4rOc1zkt2fmtaytHJrrGfnXiFHzgvYXPwHDcGjs+4PhYPnL2AYmd0nG+PPY4KvKqu4BvOq2ZUBUlGLu9ervCydM/9WP/LfLf5Wu7vvJa7zr1CZcQ7pcDEk/hTQZHBPPmdTzagCQLWSHCGxyYVFqchTaXy0iTeJ1vfGZfJxtHKNj5weDvArCaP+SAuPCUqCCYlRGNC1a/LRo7Q6RukNujiscaLMCoRFEHkdEUzLe7js36fDJsSYtRgY5/URntgOmxlzfgZ9lfGCrf+Z8fVfOz0M9SEPTQHxvhCvL9MaCLrO3gkAx7ZyI2jb01VW9KApytWTl2z0t/La/YuxpT0BSr69E5edCyZsmoXAg3YY21liX8IR1J4y4hsBbScYptPG6vRqQoCGm9Y27ltbP+cJ4tmQyl5wEJWNsqNRCPCtf6TrO/t52X7It60dQDw/qE3+I+GS+kIDnPD2MEZfhOTFmVRMHsomOAO8G3tcTTgcKST++xb+FPXizQq2asTFpL4HUcp+cAlniM817qI79ov5e6h1woqfR4WJFySiZrJMKJU4yt1Lk0qpDs76RSYEBKPOrp4t/fgrI7zpRibTlPpTJjP5YEBPjWwA7Ma5pipnnOmKra5T/GWpYn1vuzNrSU0RE1lh30pawL9U59f7OnmyYqVKILEq/ZFdAWGWBwcQkbjq+d+k/N4FQROGmtY4T1PZXS6oevDVeum/n+Nr4cDWZStKAKPVK7jQ0M7MecYTpwKgzo747KFlQnvChAUZPr1DtpDs0uBz76HjTHZQkdwhEeq1nHj+MGsodJziXmR8n0+H7/+9a85fvw4Op2ODRs2cNNNNyGKIg899BBHjhzhHe94B5s2bSrs/iVWZBZCrGo6ojYXpVATn92suPmIdzc+QY9Ri2JA4fLgaQ7r6rD7i6sUJgLWyTjXr1W8gzrFQ7XiQ0Xg8uAZFkezH7hM7xFHOeatSvHxlbOP8Yq9i//ouIprBt+aKumbKg8GQBFEJgxWdnZdwqClkpAcC7VodQ1w46lXpypqpcZMwTGuUKTyyhSr0GQq6zwehGNdS1jcf4qo2w+TilgmBSYS1bLmv8z+bmYx5CVMgBFWh/p5zrkMBZHFrpEZv8+kwFw1fJgJnZkeUyX2SABHNMCNQ/vRRIEDzg7afEP8d9vlvLN3F215xOVHEPlJ7VYioo7HatZTNeinIzjCOUMlsjrAbaN7eM2+mNfssS7nizIIPM3hiRlW7UIgABu8PSkVDYMa4byhIiflpSk0wVlDBTYlREXUv+AUl2QUwgN+lxWWTKiK+rh17ADXjh8BQcCihrl78FUerNtKfaRwT2uct1gmaf63HZfjUAM4lSBONUBndIwtoXNTicmlNg7Gkcv+SPU7Efjyud9w2NzI/9ZsYq23hxvGD2Y8GxpwxljNmKmW55quxyvHrFP1UQ8f876BJaEAQHLhmERFopy5NLkY/vYYGqlUAyyPDJft3CQL73WRmGLbHhwhKki8YWunOTSe8/2ucp9gjyXIiGwhJMo0hV1c7D2DSQnzy5qNVEe9/G/NRbxj/DCbcyjGEocGPFWxEo/OwmGdhZ3hcbZ4TjOgd6AIIpvcZxDQeNPWDkBlJH2+i4zGpwd2FB1IWRfx0JjibEqayoRshiTPaCpURXygafQYKqiOeDFnMLTNB+ZFeXn44YfxeDz84R/+IV6vl5///OdUVFRQX19Pf38/d999Nw888ADr1q1Dp9Nlv2EGFKrILDRGlq50YimaROYLGW1Gl9lKJcC4oYjW7wmoVzx8e+xx/t5xBQ41SLXiZ4epkyP6OgC+Mv4MDi1UlAJSrrmSUbnCfZxm1wC/brqYYYOdLWPH6TVV8vCyi2dcu378NCesDVxsqaQlMs5NZ/djjQaJCDLfXXIzTyy7jJWuc3h0Jlr8o7QnNMJM9uRMBLRZHppE70hc0Shl7kz8XlXNFZyrauKWvU9PjcWZgwID2RP4c8FqXy8RQaIm4qE9h54rcTQHx2gOjvEPS25DFSWcYS8XjZ/i+oH9nDXXsMTTx7qJbn7ddDEf7n6BishMAT/V2Ad1Nn7QGMvf+sO+F/hh45X8Z90lNIQm2CoIfGLgJRoiLjpDY/yieiMdwREuTsh3KSQfKJf5SydM2dQQywMz+zZFBJFuQxWLk5QqgxZFp6nImsqV7pke1mQEQwsrYCEdD1hoNH4hQwQsWgSLVQZk7MEYgSlWyPJ5opi1CN8ae5wHLevxinoq1AD79Q3sNzTykGUVH/O8QdvY7EbBpUIx+0AEVvn7aA2N8b/VF/HftRdz49hBfJKepypW0ZsQFrrVfYqTxhrCSFylaXx4aCfOqB9RU/l62238f86reb93H4rJgIzKZdrMoiKJykwqRSbbe+RCX1LRk+T7ekUDTzqW8K6RPfiCc3+GqqM+7hjdi6DB0iT6lQk2NcQVnpP8W92lnDdWURHx0Rkc5tax/RwINKPTFO50vcmDtVuwqCFW+vuz3tMtGfmfms30GSr4VP8O7mu4gicrV7PH2soVgsgN4wdZ7e8jJEhERJmgKHPr6P6MBWZKkQGWjubrUFN6qo6Y6mfxAhkVsxphVLBxjWt2D7H5xpwrL+FwmMOHD/OJT3yCxsZYTOOWLVvYt28fV111FXa7nbq6OiRJQlGUopWXRCQqAGFEXjJ2cE3wVMrrLjTMRxgZxAhqVDCgCNIUcS2mH0L84P6Fa7q3xi2BI0SQ+FLlDXy94lr+ZvxpzDl0Ep8vLBLcfGrwJbY7V/DDRddTG3Fz5cRRTGoEWVMY0DsQJPjAyOtY/K1U+I7HTqIMEOW68UM8XbGSHvN0TsYlrhNc1n8QYIZCkEqRgelws3IqMVGDgQMrN7H8+H7M4dnu5EJDx1JhTDZjVUKzSkxKaGzyni34vlvGTvB65WI2jJ/mhZqVmKMhWvyj9JkqubX/TY7YmzlnrqbCFVNeVOBXzVu5dvAA5oSQyLji0hkY4rqJw7xhjcVPG5UQ63znaA0uoTISy1exK0E+MLSLHn0F/9B8PV8+93jBZS+TBZJilUFR0+hME/bTkYO1bqHjSaGdzZ4zGZsn/h6zkWw4M1gmGwnajBgpPsdEAP7At3fq7/f6YsU3/sZ5DffbNvFF9WWqJhbu/rMrQe4ZepUdjiX8W8PlGNQoa309rPT3YVOCdBuqCAsS148fomF8EGVdO87IdIjcJ927+Df7xfzMum7qs1e0Zu5VXkv5vFS8NpsMkM0bnQvtUBD4dfV6lvv7CwqTywcuyYheU6baLiQiF8UiHS5zn+SnxirW+no4YGlmu3MFS/39vOhcSn3ExRbPKU4aa2c84ynnClpDYzMEfL+o49/rL0XWVO4a2kUooULXVvdpaiLLqPfHlG6DpnD76F4GdA6+13gV7x7ew9JQeecvV6jA4kDqvBqbGmJFoPC5LifmXHkZGRlBURTq6+unPmtoaOCVV15hyZIlPP/883zta19j69atGI2lseangoSWsgToQlVccvEalUOByfRckz0W7XpScJb0mckQiSX5/93Yk3zDeSUn5SrWTHY3XqjrZVeCvHt0D7eO7UenKWmtKRMpPrvUfZLl/n5MSojnnct5w9bOK47FU8pLHKlC0ZJRLiWmrVJm14ZLqB3uY9X4tPIQV6RyUVzSMctkBqsB/WYTrX4v0Qy/y3SPdFjlOseI3sYr1cu4ZOQYz9atodM7wCF7Kytc51EmS7xOyGaO2RpZ4e5hwOTkVGUTTe6TnDTUcNJUy0FLE7eM7p8KN9jdEMsP+PPzTyGjMZGknAzo7ey1trLCF2MMMcanoiDglY1TVZvyRSHem2TkMr+9k1VwOlMoNEbDwq0DY1eChEQdBuX3yksuSEf/z0lOABRBAK043pMqtzO+g7488Sw/sm1mv76BW20x5X+h0ny9pvCOiSNcNXEMAW2G9XutL8GLYhJm0f3m8QG+rDyLgMpJXTW/Mq/inOjAj4w5ucxXBmTzLBZj3FAQ+FX1RqKCyA1jB7P/oEi4JBNVGUKsCkVncIR1nnPssnVwsecMR8wNmPQVhAWJ7c7l6DUFRRAJCjIHLE00hl2M6ax4JQNLAoOMSyb22No4ZaylIzga8wIB/167DYD/0/MkNjXEhDpz/l2SiaecK1gUGKEm4pkq9RwRRDyScUauzFxCZGbT7XQY0NlwSSaWFlBAoByYcy4TCsXCjRIVE5PJRCgUQpZlPvOZz/BXf/VX3HbbbWUdh4TG5aFueiQHf+u4qqzPKhb5hLuVqkJJpvuY7PKU5eefxE0cFav54+jrM74vBwwobA2e46fWtfgukFoT+gyKSyZURX0YtSiXu45zW+8b1AYnZnyfTnFJrG6WiMTqZXHkU8Es8TpbZz2vbL6GBs8I23oOICQ9N1/FxR9QZ/xLhgC0+4enKjAnX5/qX65w68wctzdhjIbZ42zn1r43eMvZjiYIPNS8mZAo81zdaryyAaMaplof5S/OP4WKyOvWdh6o38YpUw23jO2fESf9zskKNYHJZn3J8IkGVvr7uGNsP//UdC3/WXcJACFJh16dX+Esl3kclGz06+xpv1+oWOs7j0UJ8fXWW/CKsZ4jF1K55blEunl5ztjJr6yrucl/BEuCB7wc1bFE4KrAKV4wLeLMpMI0lxU3C4GMWlBOmM7txaJFWBUe4POTFTh1WYTKTLw2Pk+J/wpFn97Bj+suxSsZ+ODQrqzjKgWaw+NlibAIijL7bK1URHy8bO/iqoljaAIEJAM77V306CvYZ23lvN5JSNRRFfFy1/DrtAdHeNHexQMNl7Lb1s7lkbO8P3wI6+TcfigY8xb2VdSlnGuvZGBpcID3jr7JI9Ub+HbzdUQEkaggYZhnmp8LdEqUI0nV2uYTc04BVDX1ptcmy9UJgoDVmlvJ01JAQMMtGlEQCHrmJhQpn7jrQglOIbHduTwrkVjuEFo4KVZym3KcxYzPuq6Y8LF02BTqYbtpMa8bWrgqdGZBe1+KxTGhEkskxJHqZnTqtKU4F49LYo+ZRKTyxMSRTYHRgCNL1jJQ08jFZ/bRNNY/pbjEkYviopPzV+fK1Qmi3T/MHx97lO8svY3KkJtdlUv41Kmn+UXzFsb0Ns6bqkAQ2FPdxftHYwpJWJB4rmL5VOLl7aP7aE5oXmaxyWxhiIeAn9RfwjXBE5yztdNbu5XKqA8NgTdt7Xxw6DVecCzBLZtxy7Hy4GZlYXQbjyOuwCRbbKOiyEFLM5d4z8zHsIqCBkQnm79Z1ZgxbT5yB1NBpxfnpLpUJmTiA0d0NTxuXk5rdJxrgqn7E5WaJndFR7EpQZ43LaLDO122dqGsWSlxLmgkIOoYt8VyZaLuMFEyKympvkvHewspXrHH0sqTFSu52nWMTZ4zZS/Wkc5oUmxIbBwOJchXzj7GPzRfR1SUebRqLV/oe5b/rbqI06YaTphi+bWPVK3jT/uemfrdI9Ubpv7/Zv8RNodn5iQ5tRhT/W/reizuMMdtbZyov5zaiAd7NMAO51Iudx2nW1/BGVMNAEFBh01dWInw6RASZU6bqtHGy8eP88GcKy/CZHdpVVURxenNmPj/5USq6llfPfcY5S4Al45oZOxboi/NnORKsHYY2umXbNzmP5LSVZ1IJF3o+bm0gvcph7g0KbEwX+RaHhrgZ5Y1aMBLhnbalAk6o+NvOwXGH1A5Ya3HKxtp849wzN409V0uiksc6RQYmO2FydZAUwPeWr4Rv93BzQeewxgJzfLw5OpxSRTPSxHmVCwMmsKW0WOcM1VxzlzFkMHOJ888y//ruomwbAA1SiQhnjkkxM7BxwZejnWgn7RCJp6zfZN9kJoUF/9t3cAWQeK0qZa4uFcR8dEVGOIVa8fUb/bbW/ht40V88tTTaIJAZdg770wivnuSCxS0h8YWfMWxdJDR+PrZR1J+V+qE/nyNT+nqvpVLUD9lrOZF+2LuHNmNVY1kHK8K/Nq8is3Bc9ziz5zAm+940xWkAXjB0I5HNHBcqGa3rpENkb4ZISNvFyXmtKGaPoODS92neGAyBCkeWhRXRnKNash0XS5GxThP3W1t4znHMj4y+AoNRVSWy4Zc+EA6Q0ohkFF5z8geHq5ah05T2GlfxIeHX+XBqos4bm0CVUXTtFmJ9R/1vMHSyAhSCs/TkBjr49URGePf7BezRZDpNVTMKNqwxX2Kg6bplIljpjoerV7PPQOvYFND1EQ88958MU7Vk3mPXQ2x2dONdYHIW4IWd3nMEXp7e/nnf/5nvvzlL2OxxBb74MGD/PrXv+YrX/lKXvcaHx/nmWeeoe7UbvTB0sdGlhK6AhQRf+tKzOcOZb+wRHjN0EJIkKlU/FSp/qma+3KKsb8sNhNC4ho1c7J0NIsyEkdcaQl1rMbam/qdT8mVnJcdMNl9VxFi46pXPNQqXgyh4FRDwAsFoY7VGM68NeOzSFQjOBluFBVEjtibaQiO0+wfJRIt7riG8qA58UIyRhmGbVV4jBbaRs5jlmbOcT6eFJ0szHjnYt+nlDhib0YDQpKeFe4eJFXlgLMNFQFNENjqPo0wSdp32hdRGfWxzD+zQotOLxIVRPbpGrBrIexqkGO6GjrqazjfP0BEkKiOeFgcGEIAdtk6UAQRR9hPVBTxyUYETUNEQ9JUHBE/wwY7i739OML+qefnAkUQkYo8D2FRRpysMhYVJQRNwyhNj+GksYam8MSMpNqw0crgoou49tprqahI34SzEJST5ifT6GyGlELumQ250PxSjCuO46ZaRnQ2TEqYJtVDk5JeQD0rO+mWK7gs2I2Yp+KaacxxepBqrsZF41RDZL0WJTxpOKhQA9RFPVRowRlFPEo5N+VESrovSAQkPRYlyC5bJzpNYWvo3CwhMhU/LgbpePSoaOaYroaV/t6iPcKp3jcR+fCBQjz36XDaWM2EbEZBpCs4hCMa4C1rE77JkNJNnu6p3Oh9lhZUUWBT6PwsBUMDjuhq8Qs6VkcGeM3QSnNDPcN95wkJMRq62RM7N29ZGvFMNq+sjngY0dliOVKTonht2E2fwUlzeJzm4DgCWs5GLEUQELXcr0+FiCCiCiIGNYpGrKlzIn3vM1diDAdn5OiUk+anw5x7XqqrqxFFkd7eXpYsiXUkHRgYoK6uruB72l55GNNQd4lGWF7kY4kbuvqj1D734zKOZibWS3ZeNzQTVcPURwaoVaaFg2RLzlvS5dRofmrUPeizxL/mEz42pE/9zmclJ790XDLr8w9697Jf38DD+pg140/PP4VVCV0wVuGJGz+O87f/DkxblvSAZfL7kCjz2pJbsUX8fPbUU0B+3pdkmLONJ8FTEyfQu9pWcqKxi7sObccWmZlIXkhifqp3XghQKxbxXN0aOjwD+KJ+rh/czzrZyE9bLmVCZ+Y1UeJL5x7HL+kZd67iNUsDG879ZlYFtP+t3shBSzN/3LudZ5zLY2EI2y7jtV1vACCrUX4jxs7TGs9uDtjauK33dXbUrSEs6lBFiWsGD/Bs3RpavYOcs9YRrznU6htm0/hJmv1jmNSZAoUG/LxlG7VBF5eMHOXphg1cPnw4Vq+/QJiZtsAlWuTia6ozN6FEfTgTwuYCte0MLrqo4GfmgguJ5icjEw/Ih+aXwvq5XDLwkn0xQVXDIQ5RG03fN+NpyzrOyJVc43mVSrWwghLJ8Hmi+G7/JLUv/+es74JI/H3lDcBMA9l1/mOMiiZ+a2wF4C8nnseuBmfwoYVgGc6ERBqYDA14re12AO4Ye3zW94XklBqcMWE8NJE6RCmZR+/VNfAryyo+6Ps5jWPFV5vK9L5xFFrKuRjU6R083HAl7YFhToo6/nBgB1sFif+t3shZQxWvSXo+0f8iLeFxRqrWc9TUQPPIbtbrZpbl36tv4DHrBj7lfo1uycZrlpVs3XIxr+7aPXXNzsn/bvC8zh5bB5tdpzglGzlhqiMqylzmOs5LjiVUhL2M62OpE5KmUBnxcYn7FIuCQzhSNIl8wbGEbkMV7x3ZzSv2RTQFJ1gRzL2EdCrEPU4q4GBmcvy4oQq/qMeZUIVsLmh+MuZceTEYDKxYsYInn3wSi8WC3+/n1Vdf5brrrivqvgfNjYQEiY05dFvNF6WMQS5Xjksp0KK4afEfzulaA1GOiVW8rjVwqdab8dpS5L+0KRP89fjTCBo8YNvASV31VM+XDeE+/seyljcNzXy7+XocUT8NYReKINIRHOZi95k5STAsBukIt0GN0uEd5Iy1jjGdhcqIL23Ty1IgORTsQM0iDrcsZ8v5t6YUl2IqiaW6bqEoMJvGTxESZXZXLKJHqGLtxFnqQxOsdp1jR+1KAL5XfyVevYWPnn6GEx11fKv5ei7ydCOgURvxsDgwyEFLM5ZoAJ2q8JalmYvd07kBtw6/iUs245HNnDDVIqsq9b5hHm3ajDEa5pKRo7xUs4Jn69YAcM5aR3XQRUDSc0v/bsb1Nl6sXsGw0UGbb4itvm7aQyOY1QghQUKRdAQNJrCaqFe9/LjjGhRR4p09r7LYN5B3SIKQ5v/jYWRr/ZnPfjlxzlDBGX01l3lOzHuoRT4olWBdinBZmxLipvGEylEZ+I9dDTIhmfgPxyb+r7Jz1veF0HiLTU4bKmdE4W/Hn0LWVJ4yLeZ5Uxcf8bzBqkis2tHloTN8y3EF33BehVGN0B6NWalrFR9XC6ewajHlfqErMskQgA8M7eJ/ai9mh9bEFcLMMxZwR3NSYOIKS7bPQhOhGaWXT8sVPGjbQFd4ONaEsrDXyBtxnlHunJdENIVdvHfoDZ6oXEVEkNhraWG9r4fL3Cc5Xh/z+P2o4XIA3j+0i4io48G6rezz9dIcGkMElgQGeNIaazrcND7IrxtWstLXizjpSbl04hhGNcy4bOWssYpx2cxadzevOxYhq1GWBIaQUHnJETPmj+uttAeG6TU4uWnsLcxqhFfti3i4ej1VES/b3CdZEhicUmTckhFFEBnS2WgIuXioZgM/E3XcNLKPzb6zBdHGOK1P9duFUjJ/XiTld77znfzqV7/iX//1X9HpdGzatInNmzcXdc9l/n66DdUZm/9kgwYoiMgJgm62XJVyd7ctJ9I9K5sCpSBg18KMEmWbbRxyCIUtRQ8Y62TlkU97dhFCwsi0xfvSQDe9kp3Pu3fSKzs4FzFj0KK8aW1lr6WVe4ZeTWm1mG/Eu81nwnvP7+Sl6uX8vOUS/uDsDqxKaJYCkU6ZKabXigrsb1jMu8+/ymLvAKS5V7FMZaEoMAJw6egxesw1tPuH+FnrJdx99kW2jB2nMTDKz1suodU/wpAaxRYNclP/Hl6v7OJlx+JZ96qNeKbionfZO9ky+flrji7uHnqNCiXIj+ouY49jOuclKOt5qXYlt/fu4pGm6aamek3hntPb0WsKHf4RNkycQbMYOWRu5GVHFw/p1rPK18s7Jg7zicGXpn53uesElREfD9Vs5KGWrdx+fhdLvX0lE/RL0WS0GDSEJlA1gaggzfJ+5Yoosd8btYUh4EbC6hRdzrU8PswN3zAbYsLYB5TUZXLTNVEsBqbJdbklcIxrAydn0PwqxU+N4uXDnjfRBOiWK9BrCid01fyD43I+5N3DoujYBZkTuSwwwPuHXufh6vXUDbpZZvDM+D6bApNKScl0bdwjY7LLvKR2cE3gJDcFjs3LvCVXokz+rNRYFejjZKAGZ9TPkxWr0GtRVvr7+fK5x/ib1lvp8A/ikU04lQCXu47jlowctDRx0BLLRX2C1QCYJkProoLIIUsTWybD2nc6uvjYwMtc7jnNk86V7HR0IRhj7xUVZQ5bGnnP8G7esjRPjemssZov9j0zFZq1PDBASJA4Zaxlt62NpypW0R4c4frxQ9w2dmDqdypgHQzx44bLeKJ6HQFJzybvWazqwioEUwrMi/JisVi45557Sna/sCCx19bBWt/5omL9xmQLkqbiVGIW5vlmHuWK38021kzJkwBHhCr6BSvfte5EL6iQRCjTuaahNF4YAWYwMYBW1cX/cccEt0XRMRYJY/i8UVb7zvOcczk/bLiSzZ4z1ES8rPL3zlsidCFCugBcPnKEkCjzq+Yt3HN2x6zxF6qkZGIKL9kXERVllqmjGApgHhOSiVfsXdw8nj7WeaFBAD7Q8zIAKgIPtl3O9QP7cET8OCN+bhvYM3XtKncPq9w9KAhIaAzrbeyt6MAQjbBx4jSaEuKG/r082bB+6jfDegdvWNq4zn2Mu4df47zeSTQQxh4NYVWC9JqqaPcPc3ziHCNGO8NGJ32mSh5qupiV7h42RSb3rhpms7ebzd5uBnU2djiW8r2Ga7hlbB9LgkPImkqvwYkmTK/bMVsjqiCwwlO6/T8XwkU67LO20R4cLiqvRxEkhnU2WsLpw6XmC4UoMYm/KyU0u5Hfil18LfoStWTvR1EORSaZ5utRuTehmXHDZJjzxnAf+/QN/Nh6EReFz1OveNlAL1HPhVHVKY4VgX6ioyIP1m7hXvcLU8a7bEinuOgrUn8eHg9NKTAncXJQV8dnAjObY+Zzzh+rXMOVrmPYlOLne67oyh1j+wGoiXh5pGodAzoHV012lb9rZPcM48anBl4kioCMRlCQeapiJXYlQNdko8e7hl/nXxqn22+ogsQvqzbwx/3Pce3EYRYFhzErQTQEGiMuzhiraQuOcePoAV52LMYjGdAEkf+tvoiV/j62uE+jQ8WgKawI9LMi0I9HMvCqbRE/bLiCK1zH2eI5jV5TGJctjOssU8/eae/CpgRZ4+vNGt5/oWHhFkvPA3pNYYunuyiL4oRkwqBGp0pnQm7M40Kz6JQC9ZoPt2DArempFvL3ZpSrjHIy4ha3ayeO0BYc5ZC5kTet7ZjVEIvSdBEvJ4r1Llw9dJB/XHYH93dcw0fPPFvQfs+HGeyydRIS5Fgd+gIs2w4lwAZv5oIOc4l8PTxRUeaawQM80hTzChuVMM/XrKTdN0yrfxgJjehkUvxJSx1dvkGuGzww4x5eOSYwVIS9mJQQAclASNITFiRMaoTFwWH8wekxtfuH8Ul6jjhbqfPH4qq/ePw37K3o4DeNF3HG18D7RnbPeEZdxMN7R3bzvYareLRqHRYlzKjeNuOaFb5ebnO/xT82Xc+eik7uPvdSSRX4+fDCbPQWR/M9kgENYUEqLsUgmV+VgkeZiCJqKqcFJ7Vafs30SuF1zxfrwv3UKl5eM7Tykq6V8bDEFZyYs+eXCmv8vbzgXMpXK66bCpPOhFSKSzqlJRWeF9uQUAmKMhTYx3WTpxtLCRSX+YBHNnHT+Fs8VrmWHc6lADzvWEpzeJyu4DAmNUIUEQmVE8ZaFgeHuH1S8Zm6hxSbb6MaoSE0Tr+hAqMWITzpIV6c1OQxLou86FiCVQ3ikU18qu95RvR2flW9ke0VK2dVR7QpIa6bOIxX0vOccyl7LS2MJdF8WzTAxwZf5qc1m3msah1f6nmiID6+UPG2UF6g+G6btgwhRfOhoFhscslKJae6d75IdFPbCFOl+fm2bzVfsu7DJuTfH6cclrlkJK7b4uAQi4NDPOVcwTFT/bwoL6mEu3ziiSU07BE/IwZ7Xvu9UKEyFo4TxVKgy1mAnMtrZlIszpqrafOXZr2yxVUn4orhQwhAbcjNz1q2EZCN7HO2c8jegkUJYY0GOWWtp8U7RFjS8WbFIro8/TQFx6gPuTCbRK7xn8TvsaBIa7n3/JNMSCZGdLYZ5SRCk8n7BjVKUJQ5Y65l1cRZjtkaQNMQNZVto8dBL/OiYynu8YPYU9Crz/a/wE9qt3DaVMs6bzdnjLVYlRCXuk+wwt9PIKCyzNPLIUcr/9x1I9tGj3HReOpeHYUgPqdz5dUsljpalBDqAs+WKVXD4UQUws+C7igbnIM8KK6kXvHRjivve8yV0SoOx8Q41zNOs7mBV+xdXOG+8JQXgFXRIV7Q2dBPahOpwsXy9bakQwSRiCDTFYnR27gBMB8eUl+CkspnDZU0hSZmhPDPBS72xOhhV2CYn1ZvosdUxS57J0ejAZ4WBNpCoxywtNAUGkPUNLZXLGeD5yxVUf+UUtIVHOadw2/SL27hUwMv4pJM+CQDPlGPfjKqRwM8knFK7txnbmG1r4defaxSV4++gi2+s9SF3fxL41UcNjWwIjC7cMI7R/dRGfXznHM5y3y9DOsdCGhc5Olms+cMMhqXu07wi5qL+H7D1bSGx3jPyJsEkvjffIb/Foq3jfJSLBZKdaqF3Dk4DgMKX1de4gFxFT/3tPEH6qGs1UwyoRyWuXQMujrq5WhCnfVSQEEgJMqY1fyVOJ0spIzxTYcPnHuJH7dfjWAxzChfWAzShZys9fbwur0Dn6gvWIHJB6kUGA34aetlfP7E41hK2MAxlzmPC+F1IReXDh/lteoleHRm9KqfQaOTQWCl6xxe2cigqQKdGkUVBWrEIC497DXVUB3xcrH7FINKKFZO01iHWY3wurWdZypWYFeCVAcmWOLuw6gpvFq1mAFTJZ8/8QTrJ87gkQxT1rIefSUA32q+ns/3PotFDfGmpZXtlasA2Oo+SU3Ey2lTLZe5TvGu0f2ok+8Rf5eb+vegIHDc2sAztat5pm4tHd4Bburfg1UJFa14jOithLRsNe0WBkRAXMChFOXiBYXe966JPSxydPBTaTl/puxCVwDPnAsFJpn210S8jMuWNFcXBg0ITvZgKScsNpmbA0fZq2+kX7Kx0jwz96VYT0t4PMav43z7Wq2bg9TSIzvpzFB5rtzY4VjCKl8fG3zn5vS5cfpnVUNc7j7Os+JyBgxOVEHAJZs5IJvpCA5TE/bwur0TQVPZY21jg/cslZKJk6Y6rEqIluAIWthFBJFThmr0aoRTxipOGus4a6phhbeHttA4NiXIeUMlOx1dvGf4DbZ6uzlpqGbj5HsfMceKBvysdjP3DO6kIzjCbls7j1fGCrqs9fZQN6ksrvedZ/nIbjRi+zPO4Vb7e+mfcPCWpYG3LM0MiFZGjHY+eWo79mgAiex5t+lgNokMyRZcemdhE14EFr6knAOiCIzIVuxKoODEzWJxXu8gJOhYFCrMQnwhKC2JEIA71ON8Q9rGCSpYPFE8oSukBGQyslkVh3Q2KqOlrZ/Sp3diVwJA8cpENguIiSBhScdxUx1rfYU1B811r1nUMFYlhLFESlIuSFZgBODeow+V/ZlxpCPiG11n2Og6Q0QQ6bbEqoT1mSo4bW/APVmzPyLKnDXXctZcO+v3W/ROfj1Z/jQRLtlMvTpKTcTDsMHBgKmSawf2YVFCM0IvFATOmGoQNBVNEPn3+stYGhhgnzVWLvZy1zEmJDMjOhtrvT38tHYzt47u5wXHUlb6+xjW2VgXPUlFxMft/bv5t/arGTc6sIc8nLHW84PFN7HUfZ539r1R1FyO6ayosgldUXfJDhUY1NmoiPrnjea7RQPn9JUsDQ2WvL/UQuUHG13d7K5o4Hmhjeu07oLuUc4wslT0f1BnozJS2p5AHsnIhGSitYwhh/E9IAJGorxhbWel+lbJvCxxxSUROk1F0DQqlenQwPkoeHDP0GvZLyozlgaHWDowhAp0G6pRBJExnYUjpnqOmWMGUE0QGTA4ecLgnPX7LXoHD7fdmvLeftFIpeInKOo4Yq5nha+XNf4+ADZFpxW2s4Yq0DQQBB6o28a144d5pmIFAI3BMRxKgJftXVw5cZRfV2/g9pG99Bgq8cpGOoPDmJQIKwL9XOc6zIRkxKWz4pvMqfm3zmsB+IvjjxY8R/6AyqjZQEARyk7zk7EwKWSeENCwKgHGZTN1kZhlopTVi3JxqZ3VV9FjcOKVDHmVD12oTCoVkiucOAhzjdrNs2Ibi9X0RDwfr0wxDbiyEdiTxhpetXfxhd5nC35GKsxlzHzc1plPTHE+eyyRUS339/NMxQp8kiFlmFIiSpm4PZ/VxzIpMhox5r5WiYUHrPSPgH86FKVfZ6fbUEm3sYqoIOOSzUxIJsKSDrMa5mL3KWxhP89Ux6rTVEW8XOE6TtdIrJxlY3CCta7UOUJSQld4FXjauZJuYyWVYQ+bPWfY5j2DCnyt7XYkTWVEZ+M/6i8FwB7xYQ0HmNBZqIj4EICPdz/Pa5WL0akRXqhZhSrJHLM3E+nfM9WUrRAs8Q0Q8BvpK/gOuUEEHNEAPsmAqoTnpVrYmGxhj62FcZ2FyzwnS3bfhcwTJDSu9xzlv63ruEY7W1TEQqm9MKno/7hs5hc1m3jvcHFKeTLsSjArTSwGyXvALRqp1IZmKS75KixxJCouiXy5BTeaIHBKV83G8PyVQV8oiHswOuNG6SBc7Dkz9f2EZOKksZpefQVu2UxA0uEV9UzorEiaygbPGeqDEzxRvQYECYBrxw9zsef0lEc9kxHyw0PTJcnftLbyhrWNyrCbruAwN48fRAC6DVVTTU3/tzaWn+mMeFnqH2BCNk39/pbe3bTYBnDrzJy21NFvqQbguKWeJb7C+8K0+UcI+K1lp/nJWLhUMg9IgFFTMJZYcYmXXc4lGXWb9zSva630GCpyUl4WMoPKB9u0Xp4SO+nBRguZXdq5KjHlCC14w9rGkxWruH7sINXR0lrh5hIicLnrOLut7XQFh0t671nhFlEvVREv32+8mi/1PIFGrALXQgmxLDcSz3y3oYpRnYWN3vRhDA0RNw0RN1u93VOfndc7ebpiBRYlxIBk5KizHkFVucp9jCtcx2NhCpPKml/UMaa3EZD0hESZVZ4YU9OAE9YG1imDQGwP3DBxiF9XrKXP4GSL98zU5185+xi/rVxFRBQZmHTlG7Uol44cJSyIU0mjEhqXjB0HoDk4wQlrHa9WL+e7i2/iz44/BsDOqiVUhr0s8+THluYqetqoRTFGS0sn8im13xYe41LXCXbZF6F5SpPrk6rL/EJDZ3QMmxrixVA9VxmKa2BossvIejEnr3u+POGcoYL/qbmYlb5eVvnnWrQqHImyQXxePqS+xS/kFbxb60Gc3GiFKi6ZIKNxu+8Q/2Ndx4rxQUxaFAXhgiw3XSzGJRN7ra1c7TqW9hqnEuAiXw8XJfQXHJPNvGRfjFldR1iDt2wtIEis9fZw29i+GV7aCEIsz0XQOG+oYpv75BT9PGWsoTk0jmHSMLPRe44AMrvsHVzqPjVFbz42+DKv2Ls4YmrAKxkBkDSNNf5ewoJEUJCnjDtrJ3nKas95TlvqeLp+Hb9u2cr/OfowEhrHrA0MG+xcOpr+nVNhPqjW20OCTkA+iksmhUQFevUVOVvVBeBi3znUHCOSspUjnk/kE75lIcLV6ln+W1rJXyivYcyhvnyyUpNKmSkktCBd2eqQIPFY1TquGz/IJZ5TOd9voWJxYJAjlbnn7RTDdK6eOMr2iuUA7LO0cNJYw2XukzOSMj2igTG9TE3Yk+42eSOfxPpc71UMWkJjNCZ0kc8VzeEJPjq4k/HAChaNH+KIuZGV/r6pcuyJY/xx7SUMmSqmPjvta2JRcIinnSsIizKrzz2GlPCb0+Za3LKZk8Zalkwmi8qo3DpZ9z8oyAzo7LSEx9lb08GjVeto9Q1PlYKO47ypil5TNX/Q/QJ+efpsdnqHOOBopdk/ivUCrR6UDxSEWKO3HBOOBaAzPE77yO6SKC6ZGjYuBCTyhduFU9xvXsMmZQRrCcJl831+Kr6QSP814N/rL6cmHKvEd6EgnUywUhvhXzUj4aT+ZoUgVbhYHAF3lPVCH49YVmLQopyVnDxmXsYVo4fpZLqrfEQQ6dc7aA29vSr1JcKpBNjmzl9eqIz6uX1sPxO+TeA+wTlDBddNHKEtNDbr2qcrVrLLvmjq7wPmJtb5ejhkbqDHUMUn+1+kOTIx9f2gwYFLZ2VPglIlAJe6T3Kp+yQKAucMFdSH3XgkA//YfAOVES9/1PfsDJ7qk4y8UdnF3d07GDXYECcNkk2BMbottQzrbSXl5+XAwpSeC0Sugk6uwkxzAeFAC8VuVor8kVzxDu00O2lij6WVbQzO+j5TfXnI3FAr+T1yUWYSmViPzsGPGq9kub+PSwsgRAsNEUSedq6gfY663BrVCBOTya7NoTF2OJbw8+qNXOU6PmXZ+c+6rQzrHXzhxOOYKa11rhglppQVVCQ0pCLCqQSgQglkVJ4XhUenlBdJU2gMT7DH2kZI0gPgk4xToSoq4JbNGNQIu23tU8pLIoxalPZwjGFu9J6lITxBQ9iFmBSWt8Z1FoMaoTE4PkMIrw9NYBoL5RRG5pZNuHRmWgILo/tyIZDQppJf80EpdtlCMGTlwzNWaiMs1cb4jdjF+9UjU5/n2hyxkMIuichk3PKLOv6h+QYsSohP978wbz298kUqj0scvxCX0SZ6MCQoLuHxUFm8L3ErfUiQqVc8RBSBn1dv5kr3MbZ6zqABTzhX8aa9g4/3v1jWvJ/5hABFh6M6lQBOfyDt94uCwzOUl9X+Xk6Y6ugxxkK6XDrTDOVl/2SO425rO1e6js2iPRIaHXElSYny2b7nqIzMNImYTSKLmOByzwlaRS9LwhMwySvNRLjeexRFJ2KWMvPeiCBy2lLHUm9x3tdCMf8UswTYZetgt9TFOwb30+EfRs6QPJmrQLNQlJBcMZfKSjJ0aLzT2M3PQ4vYpospL8lEVU5iatGJacKbaAmSjBKZkI8yY7HJ/Nq6EYDbR/dlfokLBLvsnYho3DiWuvFjMqEpVoAX0NCrk/2OPB4+6dlOnzEmYPuDKr9o28Kwzk5N0MVhezOXB7uLel46pHqPxHddiKUeE8cXic4MtVOB122dHDXVc5XrKHVhN686utjmPskN44emrrvcfYJvNV6LRzahU6f3+qhsBeDDgzt5oHYrflGXsdqdADSFp8vbzpivQCRtro09GuC0pZamwBhGNf1Zs0UDVOijGEwigqH8a3HaUM1DzSu4duIQ63y9Jct5WXi7qDiUky+8Rz3Kl+UruEU9SZVz9sylEqxTGayy0fxMSKXEvF61BFUQ+YPBnejmqZpcNmXUpxfTXpO8ZieoYL9Ux1eNuxGSNLF8FZhMXpc44lb4CBKSx8cnPS8xKlsYnTRi7bAv5k17B42hcV63d9A68vZUXsqBE8ZadjiWsMnbzRrfebY7V9AaHOWjgy9P0Z7L3Cf5WfVGDpubMEen10sFdGqUe4Ze5Se1W3OKDIrngCdDhLQh0GY1Qq/OQUDUURv1ZuStKyYbWM8FzU/G20J5aXP106dY2FPRiV82pmXEC03AKUXo2HwqLXEYnAYWqy686DkUrWB9zXSlkmSlJfnzVEpMvNtvLsgWSuAUQrR7RgoqY1xqpFrrTExs1rWeKCeNtWzydCMn5Z2ks46k+zzXs2DxuAnXyYyGZEzEShU3BmME85SljlOmOq4aPIBOLzJicUL5clhnYSGd51w8Q/FrNOC7i28iKBkQNI3Tpsumrrk+QXEB6Nc5cE92TPZJRkyT+VqKIGKNBqkPu0AQ+GbLTXxocCeLCsiDyjSPP6veiEsys819ktUp+gzMwBxW/WoKj7MsqtJtrGFE7+CWsQPZf7RAUUqvy1zygwqCmIjyurmNG5mO+c8kTKcyWEH2fMh0Hp349Yl5kmYiOBU/jSXoN5IrSrWGqdbvsFjFJnkYh5iah5XaAxPPadyvVLFhMpCxKuqjKupjQjLxXMUKOgJDXOU6xm8q15bsuW93/LpyHftsbQCcM1bxq+qYYfXzvbGG0/E9FETiuLkeBAG3zgyT3nMB0BBwRAO0hUb5UcPl3DD2Fts8pevVBfCifTFHjXW0B0e4zn0047WGeSiUEsf8S74lgDPi546BwxmvKZWgE0XkJXsXywMD1EbcDOocNETyb9hVLErNpHJ196dDjRjk88a3+GFoJe+YGOAWey+2yljxPLHKmPI36mhwlhIjGaQZ48knvCBVon9r1EVUnb+usnGCNCya0avBoiyBPlHPWWMld07GcBeTD5JrdbB+UwWCpmGY7POiAefM1WyvW8uIwQ7Aholuvr30NgxqhDveJh6ufJDPOqjAL5q3EpQMdPkHuGd4F3/TcjMRUcYana35GbUIzoiPoCDhsdlpm7xGlvToBRW7TeJrE9t5zriI3RWdrPHGFMtSJdcetjQD8JS8itW9uYUH+KTyF800aArvGd1T9ufEsdvSikmLsNLfT7/OQV3EtWC8NPNlwDI5DXxJ3cO3Ams5r1p5f815quQYnUhntIpO0vNsSkyuSDR0xel/leKnWvXPSZJ5JqUlIMgEBZkKNbtFJ90aasA+oY67pMwCaikVmEExZixpSrDqD+psvORYzAFLCwDvGt3Lo5VrGdLbCQnSjM7tpWiK+nbDbkvrlOLy1bOP8mj9RvYamgCoNUcxa9NzJqHRHp3grORkwmTDLMoIxELGBQFkTeGDQ69x0ljLw9XrS6687LTFnAD9BgdXuY/l1M8pLPze81IQjAYRU4mtsOOSieOmOi5OqBwEMKyz4Zf0+EQdP6vexLWuzJppNhTqfUkuW1wIilVYkrG5xktL5C1+NtHGH/dv5B3hYd5ZO4B+NJhWgSklUnlePFEJxxw0WExG8poOS1bsauFx3j5PlGFDFTYliEUNl6yiXrpKekFBZr+lhcer1vDe4TewTuZJnLLU88uWrSzy9rN57ASrXeemzt4q7+9La2bCsN7G/ZO19QHuGd4FwJd7Hp/6LHnfWAjzJ96X+XfLJv7buo4GxYNLNLI1dI7WySZyMhpLoiO8YmzHL+gwa6XzMt41+Co/rdtKFBElQ6U5FRjR2djhWExP7WreUbIRzB00Yox7nbcHS8IcqsAhSxPvHt7Nj+ou5V2je4hOVm0rFhei5z2RbzSKfr5ufoPHhC7uHVjHRtMY73eexTkRShkqnIhcQpgyIdmwFaf/AUGet94/iRgVzTlZpjOtYRSBQcHKUmmi6PGkmu/EOfS4FQ7r6nnQuo5Lgt10GgP4IuAVDfyg8WqW+vvZ5jrJtRNHkFHpMVRgiwamFJd0e9lik2dEGMylMjPfipRf1PEvDVfhnixZ/HdjT2KwSdzt28fdvn0pf6ND5VOeXfyXeT27jK2c1ldxVq7gLu9ebGqIOosKyHR6hvGJBvpLbED/TP/zfKvlRjQEJiQTNQk9f5IxLFs5Y6jk5frL5pzmvy2Ul3LApgRxRgO8Zm3nLUsLdw+9ikmL0hBxcfO4izAi1ZG3cKhBXrO2UxvxTtUCjyIgouVsmZuPymOlVlziVp8GXZA/rjnGoNHBj/ta+NrpJfxl+0lso7nHE+krDAWFkCVDA84Yq7lh/GBBvy8lVkRmJ1Tni6CowxkNzFJcPL7UiozNUphCv8/SwhOVq6kPu/jw4Ct0BmP72mwSOVjVzrXjh7ncPdnfxCQyoLMjqQobkxT932MmnqlbM/X/Xz07szFYpvNv0aJ80fsqQ6KFX5hX4RP0PG9cxCc9r09d0xadwKRFeEPfxBWh7pKNeXlwiPcNvc6jVWsJChKWNMJYUJD5Se0WXLKZqgUQolkIBKA24qHH4GSnYwlXuI6zKDiMCHxo6FUA3jWyhyrFT7/OzjFTHVe4TyAQU3BUROQ8PKsLIUk/FfLlDZWVEh/iDLfbz/OQq5l7B9bx5dqDtKHOUlgKRTYekGi4OqmrplGJhYyV0/uSbf2alcxhazmVh0aHjJqTxz6T9yWbongaB/c71mDQorzLf4iLQ7EwQItN5kWhlWX+fj4w/PqM34REHdf4j+W9jxOvL/XaZBtLPiHapcAr9q4pxeX/Tjw7o+BCJojAR/x78Qo6njR20S1X8JhlBVcHpr0sDpvEGl8PL9m7eO/omyUZL4BdDfMnPU/yw8arcOnMGZWXJypXc8pUS1WGfMhyYWFSzzwREiTirXhckhGjGi06Fk9GY2lwEI+oR4BZFkc9KvpJd/CA3kFIkKeUl25jNXstLVw/cbisjawK9b6US3FJRJMxyL3tJ7mvt41/OtfJlztPpPhlbshFgUnldTkjVxAVRFqDc1sBqdRCSZyQ1kbc9OscDBns1IbcaZWWODw+NScFJu590YDnHUt5xd7Fhwd3pkwG1KtRpKSCGMM6K83hcZrnIXzyQkFI0nHWUstdQ7voDI5M0ZN89kqt6uOz3l2cliuQNZVWZXq+BcCkRthtaOayUHdeQptf1CFqWtqk90XBYTqCI7xmX8Q1aXoe6DUVoxrGq+pZEiheUc+GEdlKy+T/BwWZsCiXhNYuDg4TRsQr9VCVoit71SQjd4sGug3VXEmMrg3p7BywNNEYduXUU2QhKS6F8oNkuu+UInyk8gz1niBfG1zND+U3kNOU+srV65KL4SqR9oeQOKCv54/dL2f4xfwi3tsmF1Q4ROz+MLuitWzRZT9XqRSYdHMdn9u9Qh3/Ia7hXb6DbA73zKrOZtVrM2i+xSYzJprQo3J56AzFIGUeaB6KQ7nOUSkULEkvst/WyjsCJ7gieBpTAn3NJrfF97RVi/CewBEuC/UwJplYGpmZ01gpRnjF2EpkVMwrJD2KiF/Sp6WZDjXEOm8Pu2ydtAXH0t7bGY3Rw5YUZaDLjYUStlsUEkt5juhseKTSCec2NczF3u6Mbug7xvZzRUKH5a7gMO8e3YMtD2Y6V+7MUiou+gpDSsUlHi6gEzXeU9vP2aAJrYx9DdNVHDsdtVEV8c0gGuVGocTUZJen/qWD0eNl2+hRnq5bizuL4hKHx6dmVXIAXEH458arec3WyR2j+9JWMekMjnDCVDvjs/2WFtb40oeMacQabs1P3Z/5gwZ0m6vZXdHJSWsDF48eZ3lgYMqwkrxXEvdApn8rzZ4Zikscd/oPEBB0fNNxJW/Juc/3KWMtByZzWyAWW+0V9VN/G7Uoq3y9HDQ34RNT57PIqLxzdB9VUT9b5sADZ0+wBrpkE2OTlZBKAT0qF/nOzerFk4iloWE+PPzq1N/1ETfXThxhRRbFxWKTF4TiYnAapv4Vgkz5FTfa+pEFlZFoYV4AiAnW+SouAAOSDQmNemVhNSLOhb4nw+A0IAsanzAe4aehLvxablXZEuc3m+LyE3ElP5LWcXnwNBenUFwAFkdHOGmuxZywd9/UN7Em3D+rcEwizkpOAkL+ez1+RnL5NxfI93n9OjsHqjs4pK+jRvFxfeD4lAyS6x5Ivq5O9bI8MjxLYL8ueJxa1cfft9zIm5YWvGJuYxzTWdjhWDL1twZMSDEXgMUmY7XJ3KSeYthgp7eiNu38vztylBrFy1Zl7pvAzj8VLQEsFmnK0phrtZ1yuPlVYIexk6uCp9/WSWr5JAY65Ah+Rcqrc3Uq5Bs+NiEYedG+mHeNzF1Sbz7ENE6YUnWXTlV4II6N46fZ4+ykx15Hq3t2T52JgIbTlP9MR0SZEZ2Nz/U9R22a8ooAA3o7FdFpwTEg6jhjrOaO0b2zrvWLOk4aa3FG/fy8+iI+Nvhy2tKNpUSh1rxM65frefZJek5a6jlpa2DQ6EQDWvyjrAuOs8Q73Q8jU0+HXJBqjzQqXr7kep4XjJ38p30zl2gnuH4icyETiPUWSMR+awuPVq3jHYETHNbVIAB/5H4FwgbGHFXURkdS3mcxPv7C+xK+6jbO5/1G+cFhFqbmsM6T255SAYXsFsp8Y/PftLay3N+ftaLhQlBaoHSelkywixG8amHvW2iYcBSRRywruDIws5dSOULHcl3LQnOSEtdoieRiieTimUgzt+lTV1JNRq6erVfFZm5XjnN5IH1kRL9ko0IJzuDf+/UN3ByYne+rAm/om1kT7uffbZu4xX+Ui8M9s667UJGKNnhFA4N6K7utHYwbrIyJZrqio6xRg3zU80bMK55iH+TarDtTOwg9Kn/sfoX9unoeqN5IW2CEjw29kvU9aiOeqWbGFpvMoGjl/zmvYFFklKaIiz3GJv5y4nnu8B0ikGDImvUOKNzr2oGvuo3UXKF8WBjUtETIR2hxSSZUQaQqOruncaFMRgAuD55JeY9U41gozCwf5FvRRC/GBIWgKmKWCre958vQtpsWsyw6wjrdOL45KN9bamaWSLTizDeeWL9t9Bivtaym6fAQUpJLK5Xikil0zDzVnCpKV2CQI6aGtMrLeb2TN61tfLb/+anPThhraQqPY01RFGFYZ+PRqnV8dOBlPjXwIq2mEBjlvMpDlwrFPi+TABQPudtuXsxxawMBSc+WsRNsGjtJS2AUi0lkQtkwZTVLp7hkEirTMTaYaX0WgauDp3GJRk5a6tCU01gnG4cmjz/dnFxKH68qXWw3LUbSFOxqkJ9a1vIB3/5Z146LRgyaUtIiAfki1xAPr2QkKOpm7e9MicapkPyM1b7eWfbnudjfC6FMfjoYBJVAjp6CRORL5xPp5Jv6JsJIXBWcXX2pVMni5V7XdDTgFv1ZvhVYy6XyAJVi8XlEcWPgzcpJTglOrk/T9DOIzC8sq/mgd9/UZ6OiiXHJxFrTBOGkYx8SZJ4wL0MVRP7I/TLOHCqtXYiI74MDunpeMrRxXnbwjuBJLgoMsDIyiITGUHQtFXaBRDE7E41P/C7xHGRrBwGwNjLAhzxv8oB1PROOCprU/IyEdaqXy4JneMnYwSldFU7Fz/ft2/gz90uzrlWBQclKwzx7Nxcu9SsR0jIm4qeudFOQKjcm2ziKQSHMKzQRKqvlLbnCzGDYgElUMInpFZdsVWgyMbT4YVYQeNa4iHOyk6gg0iM5+ZA3lsRW7ion5bLCpVJgAC4O9/CauITjTV1sHo9ZGZNDw7LluqSqMCZoGs9WLOcK9/GUvzlnqGRZYIDKBM/LPmv6kLEVejd/M7Ed2fj2CBjLpMD06Z28XLOCjuAwHx/YOZ0/kjDPqcLE4sh2JjNZ6VI1br0+cIKXKzr4auX1fHX8GexaKOd9KqHx564dvGDs5HHzclaFB1gfTl0m2aBF0WdoCjzXyKRw2JUgdiVYEkV2xt9T/zc37LRYpaVQHpBrOV5Fg2HFQLWUn5BdiMflVaGRXc5GzJEgB/X13Ow/mtGzVkguQzGhwLki23q0SV42ysM8GFrMF0ylK0DTiJfHxS40lSkPQZznmOwy/TiwEmGjaQzBFHuffWIrG7SYgJ5sQDFpUb488RwSalGRFhcCIoj8ly3Wq+WvJp6jUo2FmSZGVcSRan1zbeKaitanUmLWRAbQBJH/57yc93r3cXE4v+qfd/gPszgywo9tm6hTPFwUSv37oKCjOkMS/1yhoFPpcrl45JFHOH36NEajkS1btnDllVcC0Nvby0MPPUR/fz92u51rr72WjRtjC+z3+3nwwQdxu928//3vp7k5Fmc9PDzME088QXd3N5qmsWzZMm6++WZsNltp3vJtiLm2uhVaQ36324lTF53VGbhUUBB4U9/ELy2rUSZrjXdGRvm0ZxctSXkBpSqbOJdeg0RilaiEtUTGGbc4YTI1JZ/KYul6uywPDDCsT3/mFgWH2V6xApWYhT+CyDlDVcreLvGx5hOWeSEgnQIzIZtwRv18aHBnykRCXQIjSz67uTC2fJr6mewyJjT+MrqTb8jb+JV5JR/y7ckrwTHuwbkieIZu2TnrLMVhnscmZfngQvRyJ6OUNL+cCszxkB2vqqNOzt3qno/iogFHhCp+KS5jQLAC0KT38H7f/rRKdiqUc0/kulb5rEGX5OahcEehQ0r57KaJ2Rb6xLE348GPjl5sNBO79qhQxbVqd8rfBNzRC4bm51TtLUPIlk+IhVP97fhTmLTZxZMkozRrfbOdncTvkxWZXJSY/zvxLP9s28rLxg7Whgcw5ljdLI6VkSH+cexxeiV72ipj8+llT0Tep1dVVR544AGcTief/exnmZiY4Kc//SlOp5NVq1bxwAMPsGzZMt773vdy6tQpfvWrX9HQ0EBjYyOvvPIKdXV1bNq0iSeeeIJPfvKThEIh7r//fpYtW8ZnPvMZIpEIzz77LPfffz9f+MIXEMXsLNdgkTCFs7vWFhIGRCsWLYxNm/seJPkyrmKaX+kElUWm2aF56aCEZh62TExtCDP321cDsCI8yF2+fRgWaKnSYgWPZC9Ms+CjTzNPKSK59n1JpbiowFlDFbutbVSnqLAUR0XUj4bAmGyhIupnj7WN2oh7VsWSC0lQzLXqSyJSKTDnDFUs9/fNUBBmWHnTPC/xHObSmTyObBY6gBY8fDq6h5/qV/BL3Tpqgu6UITWZIKGxKDpdvCGXfRy15B8u9LsAt2AgIMjUqZnp4UIOB8sFekGlXh9EzNFgpQRzF7ACyPy3uJJuwUGr5uIjygFaJoVqjBCYe3Y6C7msXyrBNhuqhCBGFDSNkhgDzysWnhQbkTUlrZdEj0o1fnoFK02ahzM46MfKMi11Bc90754qtzMdSi2/FXOeMoVs9dqr6dDGqbRBptCwdHQ930aumZSYKbiDfNq9i/+0XcSPbJtpUty8y38ozdulhggsscQVl/SenvlG3qs6OjpKb28vH/rQh7Db7dTU1LBmzRqOHDmCxWIhEAhwyy23oNPpqK2t5cCBA+zfv5/GxkZCoRA1NTXU1dURDMYEnu7uboLBILfffjvC5Il83/vex1//9V9z+vRpurq68n6pdJu1mAVIdc9i7udUgzjtIGRYgsQDn/isC4m5hVSRiFb6onavCE38t7SK1ug4n3O/mjZcbyGgVOuVuBeWRIZ51bpxVj5MHKmUmVSKSwSR7zdejSjC+nAfVwZPp1X/9JrCFa5j/KDxKixKTEpITtRfyIpLoYnxMPusJ76ngsBhSyMuycRNyumUlqlUzDub4pLI3HLpl5FKkVnDMM3KLr4qXYZibuIm/bmpa9LRrwuFvpSDzpcTJi2CWQtnnN9cS+iWAsWEEGdCUBOJagKy01CyPi8ALvT8pXwVAN+KPouZ2eucKaxmoSDXOU+mCau1ACPnjQQdVkzu4vIN/jW4greilWzRD/K3+jcwiOnHdEf0HD8MruJxYTF+TeYm5VTeFv18UKisVW66lXz/14UGzggVdGOnHfesdZUM0ow1TKesJCOZ7qdSYtIZdU12mTbC/CWv8dfypXTrKvmAfGxKOU2ex3xycJMx32cs79Wuqqriq1/9KiaTaeozURSJRCIMDg5SVVWFTjddTrOhoYHh4VgFsIsvvpj77ruPQCDA+973PgAEQSASieByuXA6nQDo9Xo+97nP4XA4inm3WSj15i5Koy/hs1RilVb0OXodysGwIPXhHInoaamIIFYZUXNoVCkZZlpt0x3UYcwA/AWvI9ileT9I6ZBp3QxOQ1YLXLqwoBq3n3HJjFswYLfNDoFLFxqWDNFuYlxn4S8nnqdanbS2ZIgLv8p1nHXeHtyyidbQGAKZFZZU75+rFa7QNS0HE8tkgRPQcE2WmRwWLbQpExnHks0yV4rO5InPqJwIskYbREkyIlwoSkoqGCwSpLGyLyRGmziWfGl+JmhAGCnnpndzBdlpYGzMSrMxNa3PtQpWKviIyRXfiW7P6mHPtLfn07JfqOICIApQJwc5EbJxUUX20J1Mc/1GtJb36k9yvf78rO8SeY7BaWCdPMp3LDs5rdhYJk0gCxpQePPoQrAQaVW3EJNPj5oaWGqYnots9DxXZFL8s1Vf1aNyrdrN82LrDK9aKecx8V7z4W3P+01EUZyhuPT29rJv3z7e/e53MzAwgNFonHG9yWRiYGAAgJqaGu69916i0ejUdYsWLaK2tpYf/OAHXHHFFaxfvx6LxUJDQ0Mx7/U7haeFDlpxsyKNK7dY5BLnnOqAilVGTpy28QFbcU3rUh3UBjyYtMjUwZwvl3Qq5DKWXJlYurCgCjssVUfZr2+YakoI+Tf48qCh16LY1NSEMJViEit2EQF9fkpLvpgvhpWNMaQa159FX+Nb8haaLSFMachqLrktmRSXQgU/g9OAM6iwO1rFBRKOXnIsROGnGOwTahnHyNXauewXzxHie/eE30KnyZ+T1yUfAdhJ7Fo3emoovIrVfNKVbMjGZzeaxng9UMlF5uxNATMlhNcIARZJ7lnfJ69H/G+zE1bJM3t/ZQpZvZCQbl0yvZPBaeDvtDf4gu9SuqRYPmDyfAsGqWSKSyran63Ucrs2wRhLGcFANRfu+qRDwaf4rbfe4uc//znRaJSNGzeycuVK+vpSN6rREsq5yrKMLE8/VpIkPv3pT/PUU0+xfft2fvvb37J69eq8EvZ1Nj0GbfYmWagHKlfBNdEqn+ldbtBy73JbqNclkwKTTnEZCOjoD+hZ4cwc450cXqCvMKRMUI7PgQacFiqoKICBFcq4Uik9hdyrGK9XslB9h3qc75kvwqEGWROJGQgyFSVI/k4DXja20x4dL4kF90IWEJPXJdU6ZTqDnbhYqo7yitDM9QnnMX4fyTjTMpWLdS6d4hIfRz576TrdeZ6PNiE5jJOW02lko5P57tmgLX1fgN9jJmaFmuSYC7EFF+ACsveKKCWy8YCoKrDXY+dP2k7P8owV43UBOCTUoNeiVF5gglgx3pZk3GDr5yuDq/mlq4X3OPLvn6KvMPD6sBWfJtMpzlZe0iEbzcn2joVEGJQTuaxJtmssQpSbdGfZIbSwvmI6ub1QhaVYJI93qRbC6FPwW20YysSa51PGLviVlixZwhe/+EUGBgZ45JFHeO211xAEYYaiEockZXYpGQwGbrvtNm644Qb279/Pc889x3333ccXv/jFGSFo+SJfAaRcKEWYVi73SPdu5QoTSwexKuZVO+0x0WAKY5Dyz0dJp8AMTWjsEeo5JlTxGWXuGlAWK5iXag0SFZg23HxK2cuPrOtYr4yhuGfH0WQK6XrKtJj9+gY+4tld0FgKVd5yEdDm4pzmuybZrr9T6ebbgbXcYulLm6ycLbcljmyKS/L/ZxubDx0OIZwyMXeu6UMpkM5gBRe+0aqUz5iLuUjcv+NRHRNRPR3GwAzlpRjFxYOeASz8XFrO540HMcv5K8eZ8nvKMUf5rnWuRXFsUpSv1B3kSwNr2WwapVUfE5pzFZhf7zfzH+FFfNJ4ZBaNms9zcyHJNzC9Xrepg/xpfxO9ERNtNZnd2nG5KBnJ4fSFhAmnQhSBMBIVYvmqg8Xnfj4MVgVLZAaDgZqaGmpqahgdHWXXrl1s2LCBQCAw47pAIDArlCwRQ0ND6PV6nE4ner2eTZs2sWzZMr75zW9y6tQpli1blnUs/ctuYiJFs8l8kU/Vk2xItrQWAnftcs5uuLsEoykNkvNRIOYanfG3aXpLjeuNrKuVOV6zJvZBDWiB1GFNWn1s7icql3J62fuB2ZXHNA22R2Llte+Sh1DFpQwU8B6lXOdMyGUPxNc41dzC7DmY8V1QwQJcKtZzQFtBgzZ9BqLhzITUK+oJ6Br4QLgXQVtEqsC+YpOH071/OfZ1pjUtxVnMBYIG6yNNnNR1YhBmzr+nYQXnt35o5vVp1hymz4MSUmCyOmq2fZvqPeP7qids4VpVpt+4ZPq+ZUJAtmS/qEjkS/Pn6szHUeieKxfNT/f++YwzF/o/EtZzeZWd05WdkLDH0u03JajgbVxB77YPpx3X0+EYzX+vNIFF6iC3HvPlhRJUiqIrieucjvZnwi1ddvZrG1EcuSfuRzSBvbYqPmSYoELu4mzSmuRyRhbavp5LpFunyzur6TGtJqyfqWRMVC7lpOn9We+rWWfKRHHaH0e+tDo+zlFFzxUBBz5dK8VLx5kxFzQ/GXkrLydPnuSxxx7jj/7oj6aqgwmCgE6no66ujtHRUYLB4JTCMjAwQEdH+trkzz//PNFolA9+8INTn1mtVnQ6XUovTiq09m7H3JtfCdBCUaz2n0/Z4dOG99N55hdTfxfrdi8GuYaMJVoX3jhViwAsSSEap0veP8476Tz6sxmfxd/7Y94rgViC4SesL+Q28BIgH4tUviWok9c4HTKtvcdl4T/ENXxJ2YkjRRZzcsjbOcnBT2wXcV3gcVpD06EHhXqX8rV8nd1wN217HizoWQsJqbyDWnAZ+40qH6yYKWKdNrx/xr5OPDcDIQOvTFQwGDYQVCVq9SHWi8N06r3oJkO80nlf0s198nl9fGQxSwweOm0z1f1y0BSXvYXuS9aU/L6JaDj6BA53/mEzySiVtbkY62/iWuVCD+aDD+RK/8ddTkZGa1jSeQLIzYp81ng3bYd/mvL+D4YW81okRvM/bNkxdR4udJzdcDeLc6D76VCh6PjSwFqWVB9jqSFWKjqT92U8IvPts4toEn1sqTyVdg+VyruRvF/S7ev5lGlyRSaZTXYa6B6t5umJSr6+aLq5s1hl5LhJZsnwwyl/5wpLvDpk54zXSFAR0UWibHOOs8TsxSypJanSd8zTgD9sZXHViVnf5TPvmXKn4pgLmp+MvKWVxsZGvF4vv/nNb9i6dSsul4tXX32Vbdu20dnZidls5tFHH+XKK6/kzJkznD17ljvuuCPt/bZt28Z9993Hs88+y+rVsZ4dO3fuRK/X097envO4cpngUqAQJlVMn5Rs9ynn4S923NXGCIfGU2vkcSUnWYkRDBLfHl7Gp6tOYBGVqXEEVREmjUz3WXYUNa58UUq3dKFzmlwuMRGr7H5kP5w01rPRNzuBN1Ep2S/U8KC4inerx9hi6KeQYNhC5yP+DsklJLNhvhhcLmNMvubiwASPupvTXi87DYxHZF4aruLJkRqCqoSIxkWOCbrMPnSCxlGflX/1LWYkYuDPaw6z2uhC5zTwiLuJK5WzmDPMf6ox7/RV83qgmj+o6M76PvncNx105sJDfecacx1yUgpesFD4QCphuVofYiA8uzxsut4VcfwstIjN8hCd0symic9HmgD4lnln0YpLvnNfjjlNpIHFoEKKsMzgZqevekp5SSfwng2b+f7oYtYZx3m/82zG90rOq8x2Pordz9l+P9e0P5/3ie/trY5x/qOvFVUjbbhwUBF4dcjBE+crGQ7qUDSBVRU+Vlf4MIgqg0E9D/Y30Rsy8YH689xaEzP4Ptdrp0Pno0WfX0f702ELP59o5Y+rjxX9nrn8fj5oft6Si9ls5iMf+QiPP/443/ve9zCbzVx00UVceumliKLIPffcw8MPP8x3v/td7HY7d955J7W1tWnv19LSwic+8Qm2b9/Ojh07kGWZ1tZWPvaxj82oalYIsnWpLidKpbAU+pxC3zXfcR/zWajRh6nUzY6rPOs1YtVNujzj900aV7ISMxzWsy9Ygc9iwRKIJRRGNYF/G+tinXGcP605CpQ/vrLUe6UcCmx8jBFExjUDAU2eYjZ+TWbAJaAiEEXkuFBJt+CgW3DwMXU/y7Ts1WriKFf8djH3W4jro2nwlKcBa0KMsabB8bCN4YiRAa0BcVzjl0MNtBiDfKH1DLX6MA45giQwVU78qspY1cAH+5v4h+EVfHfpQZ7pc/KYp5lFNV5WG1N3u0+FUyErPxxbzMcqTuGUZp/RZO/RXNGtYqGz6dBL80ff88FczGm5eF2qsZ8NmzEIKs0pemudDZixSrNDg1MVZYmPU9Vge6QFCW2G8vJ4uJUKIcQ3zLvQCeqc781S8dZyjft8xEyVND2WiCYwEDGhICALKm8FnQxEjLzmr+ZOxzmusQ4SybNfVCrM5TqU2shVqrEnKu5PjdZiEJUZiss5r4F+i47+AQeyoPFcvxN/VOI97cMstgewygr6pFzgD3TCS6dMfL+ngzZjAL8q8aOxTq6oGOXj+uPkiqAq8tXBNVxlGWSNcaLYV12wKChOpLm5mU996lNpv/vc5z6X1/3a2tr4+Mc/XshQ8kK5haBcD0auyXWpSu3l6k6cKwJjkhT04uz8Ck2DPaNWPre8d1pxgZn/nzD3cSUm3tDyb08v5taaQYyiyj6PnQlF4v/UHCnPS6RAKSxCpdoP6dY8fn89UOkP8j/hxbwarSOKwLBqwqSLIgATmoFl0jgrpXHu8R/ElKK5WzLyDX8rFJnePdNeL3R9yn0ujoQcdOo9nA2b8asyv/K1MRjWc7lq4fR4JQoCG+0u7q7vndElO77/E8Mu76aXXS4nXzy2auqz/Wo1q8msvCTO6X8c7aRBDnClNX258kLm5KcTbTzvreW7jXswiQuj18hceyQyIZc5TbX3i6H5mZ5fSoFbL6iTaz47J26vx8E2R6ykbnJvr2QvTPw5wqT398lIKxYT2KUIQ1EjL0dr+Er9QSzywvLkLRQF/yLTGL/xNPHHfeuxSxGGo0ZENHSCyriip0kXYJ1pnL+pP0CtHCrqLBTikUhEPmWDCw2Zmqt1SX6PZ8eqCKkSx30W9KLKY8N17PU6uOYyI31DdvyKSIU+yp+uOo9ZzpyLetmiAEd9w3yje/HUZ7vdDj7dnDtNeGTS8/+RitMzeEyx2O2v4Lujy/h2wx5q5fk3FF24tU1LhGKtK4X0PykG2SoTzTVa0zQj2zlkRxI0VnRkEGxSeGMaHFE22iZ40+PkdbcTk6hSowvxsUXnsKVhYqneP995z3cOiyWU8fFlStpOvhbSj/PbTft4M1DJ4aCdjaYxKv1uasXY2mga00RMLwHFhSzMFSPLt8N8IuZDwBAE+JdlB/jZQBPfHYsVGrmhepjLK0bpty/jrs6Ts36TrgJN/LvPreznb/a1okwKik+N1qITND7Y0Jt1PAMhA2cjFv6hfm+Bb5QeNjFCQJP5ZO9mvtPwJtVymo6R84yF5rUrhB+k+00+Z6KU56FBF6f5M+/ZFzJwwGPjnuXDiKbZynhckUk+17Kg8R7HOX7pauV5Xx3tOh86QeUvaw+XVEgqhhfPJ49Nhzsd51hrHOdVfzUrjG7q5QCtOj+CME3zw+Mh8KTt55oVhSrhxaAUyns5kO49v7PkMI+N1HFfbxsBRWSrc5x/uOg0EzXLWbIm/7y8dy4Z59XdlUQ1CCkSPkXm/55cyt92TYeApZMDw6rI0956Pl15oqSKC0CzLgDAn/Zv4BMVJ7jcOlLaB+SJt4XyItn0yPrCBZ1UKJVwmivS5YAU8qxyHPZc3if+DpoGj/ZU8e72kbQxoFNIDiMT4HNrB/j4K3a2Osa5rir7ASkF8czlHqWY12LHmk6glwWNi82jXGyebFRqgrhwUQphbT6YWLZ7zxVTy+e9Kojyhy2Z6yFlUliSsdzp575LTvDxV5YCYNdF+c1IHe+q7cckZbbi7Riv5NrKYVpqNKITOT8yI+JzcbtjlJ+72gD44/6NfLHqCBeZS/SQMmM+FNtynI35EvLSvctvR2q5tN5NrSl1adZkT0zivW639/Kmv5JaOcjnqmcnGBc6plKhlHMtOw05G3AyPUcUYJnRwzKjZ9Z3ccG1EA9ctgT1YpCN9qWSfwr1zueLQt/NKKncWdfPnXX9M95vosBxVBuj/PjSY3xlTzvH3GZaLUFO+SycCZjoMAXS/k52GtjvdtBoCLHNXDrFIj4v9RNBlujdHA/b+dH4YoajRt7tPF+y5+Q9rnl7chkxn5p7PkJ+tu8Ek5zSclWKMZQaieP8ZXcN3V4Tl9V1kzE/JQ0h1YkajeYwXqX82zOf+S1EgJ4LgT7bGFLlyWRDOTyK8blO3te5IF+mFke6uZnLMyJWGQt65zhsOoWfX3l46u8Pv7SUPVo1l1S6p4wDPb1Qow+hFzXOB42cDph5zVXBbTWDwOycg2zINj+CAP+5ci8fPrQegO+OLufz5jMc81u4oSbPFywAiQarhWKZTUa2OUy1HxL3Sb6GrFJ4aHK9ZzL2eew8M1bDP1x0Ku9nxAX55lE/E2rmfMZyndtMZzNX2pM8z6U2qpXDKBvnB8XS+2y0LVf6l3xNITx5rlEoXc+Gr2/onvr//29/K68Ea2kxnEMWY7kyo2EdOlHFLiuMR2QO+2y8OF5Fp8mPrqIw2phpPmWngb92nuSutzYA8LCnhUWVYfZ77FxWMTftCGaMZ86fOA9YCJ6JUmzwfAnsXCF5XLKosbnajU7MXh1G1WDvqJUqQ4SJsEy/wch/7m3HIivcsXQCxks3rkKvzzS3pSKehVikkseQy74up0exXEQ81b0XmiJfzndPxhdX9PLDo438x4kGltj9SALsHrUB0GQOMRGSWG7xssbm5mLH9AEq9VzoBI02o58Okx+fIvNvva2EVImrW+Y2nKAcQnuhKNZ4let1+dD7uTgDsqBSqY/QZs1tzg95rZhEhYAq0R808Uh3JyfDFr7ZdYR4U4r5UFRyvb5QY0oxyIfO54pCvSxzRe+K4YvlwFzS+UR8dPEA/3iwhaf71tJhDbLM4efRnmoArGIETRBYbPLhkCPcMmmwgtz2TL779uqKEQbCBur1If6rr5mRiIGlteXuJDMbvxPKSzJKFYJSSkZVLHIlsMXeMxe0W4O8OODIfNGkxccdlviHg61IgsYiW4B1tRI3NY9ycY0HWQSyWCFLMr9pigike0apCGY+FvlcrLGlttKlum+6cRWNTEpVDmsCpWdk88WosmF9lZd/2XqcE24zZ70Gdg7bubR2nFeHHPT6DXxxeQ9d9iDV/tnhJMUicU5+dqqWs0EzH10+iC8i8cZBJ4tsAZzVxTU3LRXmQqnJh/GXcj/Nxf7PB63GAONhGW9ExKrLHM4I8LdnYs1SO4x+1rfqWGNz86nms9hkBUqoBJTrDBcSEZHtPrnerxxKTKr7J6Okc5nNiJZjhECuY8o2p2XZJwYpq2yRKxrMYb696RSnPEYGAnpeGHBySc04R1wWxsJ6PtnUTasxyCJz6pLKpVKs33A5eG68mrvqe7nEOcZz4zEFaqnFm7LRdTnxtlBeRKceMVocMSm11STjYcjV+l1kLfj5Er5eHbaz3JmhLvl4iH2jFkQBLHIsof/+S45icAU4YVrF0jr3rJ/MiZCc7vs05Z0TkeueK/Y9UsWNp0IxikxBXsR8PDrJRD0bcliTtOOab8THnoqR5TMHSe8ri7F8mOVOP8fdZkaCev5sVQ9LHAE+91oXiibwk8tjCZ6F0MNMc6mo8BdvdrKxysMiq58fHWvAKKlcVT/ORxcP4KMu7+fNJeY6ZHAhPCufPVDImN/oraDVEsKSoZpSt9fA2XEzWye9gX/VcZxVVi8nbKtYnENuYy7Ie+yFeKIz8INcheRMRqtc71cqJabgqJG5pvmpUGIlpygUIltkQtK7CQJ02YN02YMMBPQcGLNwR+sol9W7+Pq+Ns70mvjJqj3IJU7Uj8/dj0/U4w6JrK9087OBRiYkI5X6CN+5+CQBw9zT/LeF8pKMUllFin32LBRCKEt8iOcCe0etuCMyDVUKt1akKOtaYeAbL7RN/bmhyoNJ1mDSExFvRlk0cpw7xTFdxUxypUg2zcF6UhblKsdnzVVccNFKS55QHLrU65HqufOx/4t593x/m+768RCfXdbLB15cwdGD0w1hWxISOzN57QrZt0/2VtLjM9Ljm/5tsznIh7oG0UsacxFAkGywgvn1PCQirzlNXtdMQl4Re7zcwtuuERtnfUa+e7iJL67oTVnp6PtHmujxGfmX8+3U6kO0G9MnH2dCUe9SCnqVgfaUep7z9biX49kzsEDKRE+hRB6ckjyr1MhAB97TPsJzfU5+fLKBH59smPxCRVdlnHH28qWJ6fbvMZeJp3orZ3z2woCTv9t4BqOkUdhJLg5vS+UlEeV2r+dErOZi05fAglSKcfqHI7gjsW314MFqbl2cuSfFlfXj/OGy/uIemue4E5WVbN/NEp5LKVhUGDILKzkK6OXa4/kq4unmNa0CkuE3ed9zoTHVuUKFAQmw6RU8YYl/v+kMH3+ig57A7Aa/RQtWFQae67bxwKlavnpZLz/YXctoQOZ9K8a4pt2NyaCbVyPKfOUEzom1P9ffzdP8vzVuBeDVYQdfJHUZb1Wblqq+t/UUgqADdEUVs8iKPOY6Gy2KIyPtyXf+i/Aqz6kck2YeC6H5mX6XC7Ldewbejnxh8p2uXuTlF0cquf/mM3zi8XZUxFlGg1Kcqz6/nq/s7eD9HUOEFIGHztVwW8sIV9ZP0GievxL5b3vlJRUKTQKbMyY1VyjD+N7wV0z9/61dEymviSZEFqxqDsfGkY7ol2CMuRDKiF1C557dkyarVyaO+VBQMzDKXPZ4qfZzvgqIJokoRTaey6pkziNSzUfiO6caa6FCQBz3bu3nr3Y08/EnOgC4stWVso9STkixzkM+mb9/poHzHj015gh//VITAPfffAarXk36beaKUfOBQmPjS55TV27kquCUakzjIU57pu/Vagmm7S8xEY6JG+9oHCt5D4pyKCm5/n7GGc0nJDwXo1URNL4kWEA0P9dnJ6KcfCHbOAp553zGe0vXBL84UsnHHo/RfIc+WjjNT4FAVOS7h5vYOxYrBvOzM7UA/P1Fp2jPsTBHOfH2UF5seiCDAJwnSmGhzIRcD18um38hCW0AY8HpPJ0Ga3jqXRPHubvfgihoPHjbaaR4bm+63IACkKuyku2zZGUm031LsQ55C7BFeIFy3uMFMq9CkWpdkpFNyVzoyGesue65rsoQ927t54WzVpZWBblxUULeWBHnSdPgyzuaODFupNUe4uPrhvn3fbFayBc1+GYqLnMJm76oSoTpcMEpK4WglOOrMDDsN0/9WWVVUt5/sE/FF5X4xsbTdNoyeAzKMHf50oZMNKgoA1chmMvw2BLJLQsJF9qY8xmvDvj7q3t46rQdg6hx9+rR6S+LjBD5n1O1PDJZzezTG4b41z21U9+1t0Byg9r5MFi9PZSXOHJ0wc7Jc1OgHAdpIR3OqAqHJqbj7kXLdNUhxaEjHBX49nPVvNVn4vpO17TiUgRyff9chOJMv0nFtAoZRzJyUVDz9jLkEwdcwpC7fBSPQtYj23OyrdHbDclrscYRYX19aWu+vP/hRQD81fWDrGwI8f0dVQD8z4fPxcZAGQW3bMizQt2cjyEPxNeyVBbquVyL0cC0GCEleVQ0DR54q4onTjlZXBGkvUUDIY88nwIwVzwhjkS6U4hHOC/lZx4U40JpfiZ6XAz9zwdvd57Q0qrx8dZ4aL4OheIjRD7yaDt+ReLuVSPcutjFSz2xkNAHbzuFbu7buaTF20t5SYUiKvoUda9JLCTlotzY1W3mrb7pWPttnTMrjr140sKAW8eP7urBYtCmBJ9iciLSIRtxDFoz/96YVDRgrgTmXBSmoj1AWfaxpsF5j45mWwTVmXn+k+fleJ+eWkcUpyW1RT5il1AjhcWMBK2z1yXTWBYS1IhApAjKn+s+Kyb8LNO++tmbTjqrw+w8Y+HPr02tIE39PnOa29ygkEInZRIM54MHzNUz+3vgv96a7kr6ifXDM77vdul58rSDb19zjmZ76RWqfN4zX/qQzCPS0Z5MNDvd+NIpqcWGjxaDfq+OinqyCqjJ83huWEYvQ31FNO11xdK/QjGfPKGYdy5Grig2pNqvxMb8zBk7rpDE4yedfGDl6IJSXOB3QXnJB3OUX/F2xanhadfhV28cQKuQiB8bnVvholY/L52y8ImftvD5K0bY2hFTbhLnrFDLYy5EKpvCku7acgrMmQhcIQpTKfafqsKOkw5urXVjZWaj0WzvG4kKmA35hxLlujaZrsu0Thc6ss17uTyD/3bXeT7502ZOjRhYWhfiO+/qo84ezfgb1SrDwij8lR0l9pz8ruFMZDpk7NqlHmx1IgrilMDUYg9zSbOXP322lXd0uPj4ulhJ5FLQ/GwoJ0+IIxcjVykMXHOxv44MWagbibKsbrYRN9NcqpqAXlcaI14+65GMtxP9L0auyCfcPY5EBecnt53mS8830eMxEIr6+fKlfayonknQM1YCnSO8LZQX1SqjSHM/mcUSlGwbdL6sFYUimjAdvzrk5P8sno7BjNglTDbYujLAiRcMDCm6tEny2ZDrwc6FEPoTPARmX+o4tlwtcHOFQvNCcoUowl0XuXJ+ViJWtoYIWtPLrvG5y7Q2Q2MS5wdlNizPL/SnGMZXCOZ7HySiXEKT1aDy/97Vh9OkYNRpROwSEcrzrHwQp/mJmM/k3FKjUOFlrtfBYZp+3jPHbHx0aywRKT5fArBtWYCXemwcnzDNa64clJ5G5MIbUo2t3Ly9kH1wxeJYkfN89157bX7nLtUaBIICu48YuXRdoOBiDrmsbS40u1R7JOrNHi1QDmTL3U2FGaGLwL03DiOJYDfG5KPE8OBUv1GVuTdYvS2UlzgWqvVrIYezlBKHzk2HjN26aWZ37xG3xAsHLew+ZeTedw2zvDlWYi95bool6tkIjz9NOFOq73JVZopBnMDlilwJYbn3XKFzELTG3jkTvvyv9bH/eQj+5ku9WDOsWbo1mgvkMwf5rnMuyLYXSrUHquwaIJJJRJnxrDIk0ueChUL/i5n3YunfXOcS7D47TfOvXDxzQwYjAq91m3nw9Qr+8LIRLumc3bg4HkZaLkE+nzOXiTekQirak4t3Zi6w0Oh/Nvr3o0cqOHTKxIO/hT989yjrlpZHEp5rA9d8PDPXkHdIr9hUmOepEEseeFspL/OJ3xUFJRXih7OtOUT/REyAOB+QabdO1wD/0+/FBNI/fPcoHUvDJWtEWYyykg25KjNziXIoOqV6XrGIz/dd7x7lp7+KJYZbshDRYtY3FyyENU+HdGtTKmFp2CVxdljHRV35CRJRq3jhhI3lgd9lGp+M+FysXR7kqaN2AF7tNvORG6cTnj71g0YiisCtF3nYsj6EgkQ5/UK50qpS0YxijF3lMGakQqG0YK4F7psv8XLoVEwRrusKFr1GpabbqcazUHlDPgp0Mk2LjKi81m3m6iVz0Wq4OPxOKi8XGhOaa4G10HFsXB7ktYOxi37yRAVVDoXlHSHOD8W22f/5g2G6WsIp73X4tJ7v/qyGKy4z87WXmvjyncN0NUwrP6W0oHkyCMQ2f3qCVA5BORrScr5vvsRyPqxMuSLTO2/e4GfzhtlW2vlAqdY8n3XOhFz2QKnygt44ZWLPKWPeystcIGoViegKCzvNFQuRTyy0ENb2miigAQKhiMijb1i5bZMXVYOIInDFSh/v3upO+dtRj8if/EfDFM2/+4oJ3rHWV3K6Vei5S8UnCuEPF4p3eC6Qbo4algb5zv/XU/bnlBLZnlEqmp8Lsu2xXBWa7oiR+1+t5NKN6fs1pUI0MvcGq7eF8hJnZAsVhRKQQqwz80msOhpnBpb800+ruf0KF8fPxpJif7vTyuffN5byt/f9OmZpD0VihzBq0eZMYcl0XSZmNdfIhxCWi2GWghhHQ1r2i5KgKOC3lYcRLKQ1zoZM81+sYpMIoxdu2uDl6su9BIGRCYkxl8SStvQdld+O4TGJmAvami/Nn0t6n2p9zQYNUQB18kj/6lUHvqBIRIlJPjsOWfjI1RMp73f/jlhD4zjNd2lCyd4nXzpVTv6QaizlFmznWmEqhyCvKCAtXLFuQaEQxTlVUaLFDWH+8/N9AIQiAvu7DWxevPCMV/A2UV4KxUKzSlzosFlUrtnk4dk3bFOfPbLDMfX/B0+Z8PhEbCkO2jc/N8DgmMSoEuR923ox59ArLleFRdNAU2OJ6PkiV6aWD+ZCWJ4ri0+5kDjvfp/IN7/Swvs/MsSKNYGyPqtQLAQFqJShDcm0UVGEWPZ1Lr+Zp5yXUuL3vGE20s3J524c5XtPVE/9/eRe24zv940YWN4xu/jGZ+4cpX9YZiAU5J2b+nDa8jdqQHpap2ag+aWi6wvV2HUh0//4nP7NX7Sw7Uo319y4EGqv54+wR8u6z8q9X3LlCek8uqomoGogFlhEoZwoSnnx+/0888wzHDp0iIaGBj784Q8D0Nvby0MPPUR/fz92u51rr72WjRs3Tv3mwQcfxO128/73v5/m5mYAhoeHeeKJJ+ju7kbTNJYtW8bNN9+MzWZL9/ic8XtGVH7ED8ktd0ygGjSef9k+65qa6gh/9t0Gtm320tEWQhI1ViwNYjBomBFpb4wieaNpFZdcCHIqYvHM405eejamRP3513uwlsmCnysSx5gLgcuEhcIsC0Uu7262qHz2z/uoqpnf0oyZkO09il3nTMg3lCWReZ04p8dmUamvylz+uK4qSl1VbuMJmbJfUyxCJggm0Il8vT6F8IQ5EQgXUAW7XLFyXYjPWkb4wS+qZ33XUhfmn35azeaVftobw1hNKsvaQzisKrIELfVR8EZxWtMrLoXM+9kePf/0r3UA3PO+Ebq2zE0Mf65nvBz04ELhBbm+9+f+vB+D8cJVwnLBfBhHzwZFXC6Jrs6YQSG9MqOxriJAoq99vsNUE1Gw8hKJRPjRj36ELMvceeedNDQ0ABCNRnnggQdYtmwZ733vezl16hS/+tWvaGhooLGxkVdeeYW6ujo2bdrEE088wSc/+UlCoRD3338/y5Yt4zOf+QyRSIRnn32W+++/ny984QuIWUzmyYysUCw0a0UxruW5SFhLh9tudHHlpR5+/lAFh49N9wEYHokl8+983crrb5qJKiKf/+QgnW3hqfsX+s6ZiMCm94xhbw/x+P21vPyGlW23TOR9/0TYFxCTKJdAXE4UwrjrGtIrLu4yzcFCWudMKCY2f1QVCGtgn/xsoSahZsNCyZMoFlFd8eFE87GGaxaH+Kc/6eOFPWYefsE59XnPYKz31+uHzLx+KMYL7rp+gis3plYmin33+FmoXBrko58b4Mffr+fnD1fyVzkqL9loyUKmCbnS1HIqOenGUAjNr8hiUPk9UiNbTm8wKOD2TMfj5dIuIo50dDY0D5FlBSsvO3fuxOv18md/9mcYDNONvs6cOUMgEOCWW25Bp9NRW1vLgQMH2L9/P42NjYRCIWpqaqirqyMYjL1xd3c3wWCQ22+/HWEyS+h973sff/3Xf83p06fp6uoq8jWnsdAUlHIhl/eMb9RyzIndpvKJe0bx+cc5ccrAI791IooaNdUR3nPrBNVVxSXaZiOEiUxIBJZv9rF885minpnq3tmwkJndhYhyKSrlflZYnnm/cu+LXMNZ1qycGYa3EPKq5gOFenULwXyEimRDKdbSZNS4cZuPazf7ONWr55fPOAgEBcwmlXdf7WJZe2RqbInlOAoxWOWyFu2LQnz9O2czXpPvGU93/YVE5y9Eg1cqzCUvKATJNL9UKGavecwqzsUhnItDkOI++Sgy842ClZd9+/Zx6aWXzlBcAAYHB6mqqkKnm66539DQwPDwMAAXX3wx9913H4FAgPe9730ACIJAJBLB5XLhdDoB0Ov1fO5zn8PhcFAo5kpRiRODC8VtG8dczI/FrLJudYB1q6eFJI9ZxZPm+kLd6QuVkGUbV74E7kJiksVioa5pKVDqd8u2L9KdqWJoVjr6ERQKy10o9TiKRbmEvEz3TUX/LsQcuVZHkD9ZMdMcm0/9wFLN/VzRkHyfUwrB9u3CC97OdL4cyHW+cuUJ6ejLQldkClJeFEVhcHAQv9/PP//zP+P1elmyZAm33noroVAIo3FmDJfJZGJgYACAmpoa7r33XqLR6NR1ixYtora2lh/84AdcccUVrF+/HovFMhWKlg1Bk4ZcxAEoV/JesShUkF8oSlQ5mH++hM5lnJ1p5ghmFq56jhuxV0VxLEC39YWs6MTHXi6L1O8yCrUI53JGFwo9SUSxND8VFqpFOt9xLcT1SkaxeX+lph89x404qiPYK8vZiaa0yGUOFgIPcJvV39P8eUDyfKfbC7kY37MZN+baYAUFKi9+vx9VVTly5Ai33noroijy61//mt/85jdpE+w1bfrlZFlGlqcfLUkSn/70p3nqqafYvn07v/3tb1m9enXJEvYTsVAZVCkxn7GvxTKhQohcKgWlmOt9ehAMQNJ12ZSehYa5VnTmiznlu/7zAhlKkJaXNzKtSa5rPt8Vc0qNYnjAXHvMCsFCW69C53su6YnBpBIKiFDWNppzj98rDDMxp7xChlABzyuXnJEtbPlCiyAq2PMCcOedd9LS0gLAjTfeyM9+9jOuvPLKGYpKHFKWgt0Gg4HbbruNG264gf379/Pcc89x33338cUvfnFGCFquuBAIZirMpaWk0GaN+d4rEcXMbzrC4xqQObffzMpr3IglKP7dsGx2Wc9Mz8+GC0Hpme99nysuCEUlDYode6n3Uani95PPfkCd2720EDy8pXpONuNNKfhDvgUeir13JhRqlR9SJI7tsLL4Ui8me/FrZVgcKwjiylYPfBIXAk3/XcKFzBeSUYp3ybY/4+ctkxIDC1uRKUjUs1qtCIIwQ6mora0lGo0iyzKBwMwk0EAgMCuULBFDQ0Po9XqcTid6vZ5NmzaxbNkyvvnNb3Lq1CmWLVuWcTyD/q2MK0nlDtIlVSQhnDwDo7n9rlxIfItooIPw6I15/V5fokiniXx/kGa+c53fUPw6XwehvptBACUKh5+xU9kSpro9jCGF6zIkioTPy+gG9PhPBNCZZx5awxwLUqmQsUq9r4NQ/80YFl6EWskxY437b57XscQRKqT5T54wqCq4OuDMTUXdp9TdDtLtuWyFY7LRmHCo/D6mGTQ/R1qfCrPoUxzzxAeing6CPenPRi5FfQrhAROZ7hdJLUyFdSkEpFz5QByjsXcOTL6zABzeZQGgaU0AY5qy9ppbRD9oJno0CDVzTzyLOYuGaPZ1vpARSrXWv2M0H0B2txM9ewsw93JIuv2ZTPMT6UkqujGR4/PmguYnoyDlRZZlqqurOXfuHPX19QCMjY0hyzKNjY0888wzBIPBKYVlYGCAjo6OtPd7/vnniUajfPCDH5z6zGq1otPpUnpxkmGrfAWTdSinsSdbeOYjlCNXBHtuxtjy+Jw8q1xhQ8nzm8qqoGnQ/aaZU7vMNJusvLTjMCuudbPt7jEi/Q4m7AqGZSGCptR7Qd8FDVfGHP7JTv/Ew+mILEAN4cxN0PEEqX09mTFf1r+iLUOT71zUGHSFu9hOyrVFPbsQrDoqEux6es6fmwrxc5BuzxW7rwR3HZxfVNQ9siEfmp+IctL/dOcin/mcC5pfKu++OcN32eZZ06B7VM8bv3SyqNbC808dxl4b4X3/2IvsMxH2iqhtAXDM5inxs99wEagAC5GuZ0AI4MxNKEXSwFyQ71kumwejBDQ/EYXQ/7mm+83HzZxfsmfW513R2XSrlGNLdX+I0f1UND/XPZKJbgS8tQyWmeYno2AJ4LLLLmP79u1UVFRgMpl48skn2bhxI52dnZjNZh599FGuvPJKzpw5w9mzZ7njjjvS3mvbtm3cd999PPvss6xevRqIlWLW6/W0t7cXOkSgePd/qQ/zQnU3lytMItv8db9p5q0ddkZP6oj4JNpu0LA3hzn8jJ3Dz9gAgdt+2IcujeKS11hSELwFqdDkiIXiKs+XkRhFkWARykcmZGMCg1olzMMRbBbNnC+SQQ1qlXldXyeMpfy8i9nMLfEc5LKv5puOeY0akaTQh/kIfcxlrnI9p3M1p+UIS8s294lz4BmW+c0366jtCnFur4VF10NFR4jxMwb+/WOtaFGRq782RKRaxEX28WSjPxcyjS8WpeYRhRqNyknzYWHS/UrNmJJmD0op6HgJxzYoVaak/enofq5Gl0xnPBS9QBL2ATZv3ozb7eZnP/sZACtXruSmm25ClmXuueceHn74Yb773e9it9u58847qa1Nv7laWlr4xCc+wfbt29mxYweyLNPa2srHPvYxTKbs7ZoTGVkxmAthMK9nFJjwBXMrXOTzTonEb+9/OTjxVKwggyDGxhuckHCfjzU2E0wajnUqZy3VSDns1HQWh1zHU25c6Ew001zlYzkqhSCfDekE/QElc5v4wUhNys/rdMNFjcefhpHlgmxjTvs7qqiXZsY/1QljM9YqfmaS1zbbXi2Fl6FUmCulpdz8wWUU5j3Jt5RzmWq+jr5g5aX/qAaYTJCHgEti/Eys5YIogb5NZbDSyUQKcjNXNP5Cp9WlQLZ5ezvQ/HT0PhGF0v42zVgw7S4aSSnmyXQfYmcpE93Ph95FCwkdKRJFSW7XXnst11577azPm5ub+dznPpfXvdra2vj4xz9ezHDyxkKxXJcDC+Hd0hG/gbcMGCuiU4oLgKYKCHoNYfLQCSaNZd+IYmrM/Xnxw1kIg5sLpPT8zMM4ckEhjCuReWiKBiJTTWcTkc4ilc5TkAtS3S8V4xiM1CC4I2hGCfQiY5HZvzMfGsV0Yhz3xlqavr+Pnr/czJhz6fT4dUnjVDWEgIJmliDF+0JMecmXkeXCWHO5xwzmm8DU0ikyULg122UU5oWRlRILgXbmi3zGXE4FM904zvaZUCKw6xcVU59FfLHNKMggOzSiAWj9jELF1vTjSycwl5rm/64pPLm8b1aar8bWTRBzp/lx5EP7M90nHc0nqCAoGpol9p7JdF/X78P54nnGrmul8Qf7GL+xE+/GulnXTtF+bZLmGySQUu95n2oqCQ1PRiqelcyTMtF9yN2IlQnzvd/nzuxcRngNEDQKKYlyqRhRros63wtaLMrliTgp1+I/B76TAj3/mrp6nGGVjOUGPU1fsALgBtwZ+Gw6gpdOICsXUhH1XJ8bKrM7vVBksqoluuA1VSM6oDFiqkR7zI12KAjDUfCpsexbhwR1MuInqxAaYuue1iKVuSBhRiTeT4tqaINRRlUbapUeIaiAIODy2jD0enFu7yHUbGN4WQey30vVq6eRfWFcqxrQNKjafQ79qI+KJ88iKCrNf/MmwSY7gQY7oUoLI00OfO1VWE+N0PqLPRiGvQiqRqTWxPg72vBurEOx6WeMbzRSwRHvEmRXCN2wHyGsYjzjItjpwL+yGqIqlU92YzjnBgEkXwQzbqIOI0JEIVJjRjXLuCpriTiMhB0mFKMOxaKfoTDZDeNp56hONzxz3pMUmaPBWgI9AoY6jRX2zPs3HZ2YK/oXp/m/R/6YkwiDyf3hH5UYOyXzxn2VRAIpDrigUXODSt3nY4asMDBYJM2PY66NWPnwznKHURWCXGk+QKRPZbiyCn7rQTsQgPMR8KqxJCS7CDYJ8Z4KhNWxyJlsXohUXuK016a5z/D52B7SbHJsHJrGRMiJvs+LY0cfmizQv2U5elcAx+nTOA/0MnjNUgzDXuSBII6Tfdhf6EWMRKl54Cjmp4cIN1kI1VgJ1trwdlYT8ulof2AX5p5xxKiKYtYxcM1SIpvtROotM8YTVIyMhSuQvBF0Q36EqIrpxASRSiOeLQ0gCth29mE9MAwaiMEoYjBKuNaM5I/irapANcgE6h1ErQbClWYUk46oWQ/SzHBKd6giI+1PRL00OkMBtBwf54ChFnP77GsznaHE/a7Jc7+XF9bpKRLFEOVSCe2lFP7nm8CVMons2I/M+LanF2wMayTsdxvAl/s94wcwk9VmPpKz83nuXLjTUyFrCJOWnkkMeirRnfJherQftUKP8dUx4v2zz39xPeFGK4pVj6BqdH3+OZhQUP+0D+/6WgKLHPhMEuODEppJQvRGUa0yqkPHsMWBZhDRzBKCX0Gzztz7cUtSKmuW4I0iDQaRegKIr/swHx6lgj40SYDJ8qcOWSLYaCcsm5BOBGk+eICw1YTOFUXVGbC+NYFxwkXQ6WDw8ssYW7oaTZLRe1yYxoYxjQxiGh6ibvspDC4Xqqzj3FWXMLBxDYpez6V//S3qHjxC3YNH8DZVo8oS9rODAFRs2ULH/r0Iqkqo0gaqhruzntpnDqOYDGgCRM0G+rcsB0Ax6pGCYcwD4wRr6jCNjSONhKl8qx+9y43e50cKhlCMBnT+AMFKGyfuvJzR5kZ0ldPVHu2GccYilVTqxmbMW6IiE2dmKhpjvwriaA/DjbWoQTA2pd8iqRibSyfPCyObD5TD0DPfNL9UOCnXMvaySPf30r+LrlPEfpcev5Z72YRkurUQaX8umEu6n3O4aiaaH6hCGghhfjhGU42vTdP84Xd14f2DehSrHk2E6odPUbH9LOo3hvAtrySwtBKfVeR8jx2zPYgQUEAvolTo0Kwyml5Es8gMBSsyeq9nIaTg7TWiH/Rh3Tv0/7d33+FxVWfix793etFo1Lvkio0LtnGjg2kJEEzgRyC0ANkNSRaSfdhsstl0QkIgbMrupsGSBGISSpaSJSQQWkI1wcbYFHdLLup9NJo+c8/vj9GMZqTRSBpLsiW/n+fxA7oz9869Z2beM+9pl4Ith9CiOspsgKgCg0aBphGscBF25GEIR6l9ZCvhfCdmT4iI1UX+5i7sXT2E8wpoXXka7cvXErU7MPu82Ls6sHe1Y93dQ/HLu7F3vwZK0bpqOdsvv5KI08ni3z5GzVPvwVPgrSpHGY3kH2oG4jG/bud7WPqDBAvzQNPw1pWRv7GJoscbiDhtmH1BDp6/EgwaUQpQRiMF9Qfw1xVj6+5FC+gU7mnF4vNj8fZjCgTRzSZMwXj39o4bzsdbW0q4II9gwI3NHl9nLBH3gbTYP7QBq8LYxaEX7KiAouAmK7EORe38wbXKRvsOHclRLtM/SgL9JhPaQMBPtPxN5VyG6WS8AT3XcfoJKqpQusJ3IAYMSV4KjGhLbGj/UEQkrOi0avj7M7fQZGuVST3Hwxl6lO24k2W07vSJNFLFpHqidPW4iVXbYUiXf3eoEEtTP/Y9PTg/6MLS6qOo5xBaVKHpg01xBy9fQV9RFb21NfENA7+fA5+xU9DZRP/sYhyNvTgPdEGVjtrsxxgIE82zYvKFsfUFMQVCGELx7n2IJ0L+EwZ/cA/tLs9/vYn815qwtPgwBGKEi52ECx10rJpDbO1xRJ0WeovqiOSnrIvkL0j+r9lbkHY8W3/6DXHz+/IG/3BDwB2/rL4TwO/oRhmMYDDi6AX0GF2LTsXq6aB74VoieQVouo6t82FiFiO9cxfwwdJTCRWWpL1G40lhHB2t2PpM+MrnoMwpPTYOCAxcsq+W4XQdogeY/8eHcba3MOepTeS1tNN24lL6Z+Wj6ToWgx9/TSF9dQ4cO7pw5AcJn1iQuTKzQcXXulC6jQOPR7AuMmCtisfRTN+rI9nanRrzxfhM9o/61lghhMDbFAYiw5+w3IbhxiJibiM9QYW/M3ur/FhjP4w//k9V7B1qaNyf6rkRyq/T1eIiVm4Fa3qPWHe4EHNnAPuuHuy7e7Dt91DY3QhKwxgarMO7T6ylbelCupfORhkNyeULPatKqTI58SypwtrVT/6ONlQN2Ld2YvSFidnMGCIx7H0BjL4whnAMYyS+TmjTRUto+cjSEc87b087lc/twN7swewJ4iq0Eymw07usmsZrTgAN/BXFBItd8SQoJd5DesxPjffOgVifFyBZd5EHobz4ZfUtI37vBhS+whC2frD1Q6B8JX5PlN75qwgUV6MphTK8gqtxF/1Vx3Gw5gwCJTWgpfSUrNKxdzVhDPkIFlURdeSnnWPHyvh/fTWZy8DS10nBzheofPt1Zv3pPexdrfTV1tC5dCGayY+m6+ilBnyziyjqbSXWGaDv1CoKHb2ZG7A+Ex9BEdrUht4PbfMyfyey1QEWYyGZqqjJpKmxrEV8lOrp6eGFF16As3+HVjAxleZULFk3Vra9FxCc/+ykVTbjCdxjDa7KE4N8A2pbAPU/3dAbD0reT87CvNOLbWM33s/OwXVPQ3KfWLGF8HI3jjkxTpm1mr/P3zXi8cfatZytEpvICutwK52lu1fw4pym3HZWCkN3GD3PNKwCGovuSBHmdj9zvvpactvOfzmHqMNMzGEl6rRw/F0vYu4P0ntcFd5Z5XhnlRMszCNqqEyegzEcJma1jvl1r+kN8FDVCBMjlMJ1oI3lP32Kg+edyMEL1gCgRWNouop36b+zl8Kdh8hr7KT+0lPprykhWOga7EofUmFB9kTFmZKkODyDrcA2T/aVjoIZlnEdyYfz9/CXvuPG/PxsbB5D8rX97iDoMXz5PjAYcB56jfz9e1GmIMpoxN7djutAG7rFhCEaAwPEXBZC1XmYHDrKZSI6y4H7pBiaM/16R/uujfQds/QUUvvCRZx33nkUFhZmfE6uJiPmH46Jjs01u0+nccFroz9xgkxELNT7FZoNok06Pb8IEWkY+F582IXmNKCe8KBd4EI9m3ITGLcB7RQnGDVOOenkrDF/qLHWAVNtrHVBW6SUcxuqc477mjcCClT++G7enWz8UYr5t7yIIRx/n/Z89gzCBXaieVYibht1D2yl6P399M2txFtXRu9x1YTdTkIFTgjEv8/GUGj8Mb8gZfElR2/a49ZuL2u+9zCeuZW8d/P6+EZdYQxH0E1GSrbto3B3E0Uf7Ofg+avoXVBD0FGLPsINzCcj3meSrQ6Y1JivVDzuFwZxtNTjrn8VLaYTs0Ux+wMU7dxL1GHF5A8Rs5rQTBCsyyeWZ0ZZjBjnGAkvd6OXxt/DTIsSjOV7lqgDJjPmj2RGNF0dMhaOfBOsI+hwK7aJ6loerYIaT9DNJu9X+7G90kl4WT56vglb7+BdV1z3HwCgd10N7Svm0fLL4yCmU/r73RS+eBDTTi/d587DF7GntQpnO9fxtMiN1US0gKWVU0xhPODD1BQkdEYJ5nd7sf2tE++n59BtLOW4oAXrfx/Cc0Y1Rm8Ic5ufSLmTSIkdU28IkyeEpc1PuNyBf3ExrjdbKP5zA90XzMbc6sO1tQP//AK8p1Ria+ij8/LjMHpC5L/eTN9pVdgaPPhOKKX46X2gK7o+Op9YvSJvXyeF3m4s3fGu/13XnIPrYDuzHtyMMRDFGA5jjETxVtbyzme/mNaVr/nANaSXYjTBvMEfLoawjrmtcthzYrYOTv3Oj5N/Hzr1bEr+vgd3w0HK33kPTVdoStE7dxYdSxex+6MLiDrjvSrmzoIRX3toj0qi8spUcRl7w8ltmif73Q8TVaByj14W5lkK54Hc54MMPRfnwGvaChwE3ToOrzNeqbkvoOWM/mR5R1y98R3sPdhsHkDhONRLYXcrRm8Yoz9C/outRJ6I4L+sGmNniLwlMYgoWmxOcBig1ITmMAz7vk30ogvjkUvMnx9tP6qHEk20yWicGkp/0Yv6VTeUm9DW5aEaUm5Q/RcvCggvduG9cC7q6vgPTctb3eT/rJ7oGwF8H6/JOLE52wpPQ891vMnMZPZytEVKQVcYukJYNvUS/HAZhrYQzkca8V1TQ2dxfBymYXuAaL0PZTNh9IQBRXBuAUZvGHNHAFNfGGXS6F9WiskTovqnW+k9q4ZwzErZa/uIWY10XHM89r299J5VS7TISuGz+/GtKMPYFyJc7sRe78G2qYsD167G3BvEtacFS48fg0fHENZpuGgtADWPbUOLKMz+IMZIhIjdxrZPfYmoI6XnOQzm9uGxdDSJOGQI6+kJRcr/L3r4f8hv3A9A/fmfoHBzLwX1Oyl7dxOmYBANhb+knI4lK/ng2vUEi+K918Zg/F9CpnMbLVEZKd6rvvTbPGr5mZfWSSmhYfXA4cb8oeeUGvMhnjg5+vPwu/NoOW1ufFsi7l/dG08QdR2bow9ruxdHkwezJ4Bd9WPf1kPB75voumQejlg/PdV2lNUABo1Cdx8UmWh1jz4CJhFjnCp/yntejsKf/ALiH4qJHlLUGitGRRQYh68IMpZVMTKtcpHgfLeDklc6AbC82zfs8YjTgiGiE4lY6IsVJ+8mqf2/+RS+eBBzcxDrA00ErxrsMh6tQhvv8LJs+2Uy3pVCTHv7sb7RRdHGdzD4Y3R+dB4l/7cv+bi+PYzj/U7MfWHUt3cTXBPDmGfF1BSg/L73MfnCoGnxFrB8K1GXjUielaDbgWWXj6pnDmCI6HSfWEtItxOscBA4Ix9DKIrt7V7c21twvxZvzQvn2yh6/gBht42y3+0iajNjDEVxbWwlUFaIZ9ZsvK5yIhUO9ny4iph5Dr3VcOiUeCWgxSK4Du4kVriG4pbMYSK1MsjE7x6sWVIrEZslhC02vKLRem30V84jr2Uf3trjcbXWMvfPv0JTir2XfZFgQTmaHkO3xlvw7H3EV3XIIPX1Mp1vtsorUXEpQO9ty3qNAIaC8lGfQ5EXDjWO/rwRxIach6GgHC3fjckTr9RiBRZsHkeydc7Zl4cvvz/5/AgQTCSgswz4Zw1+l/PXd+Pa1Erlfe8BEH47XpFpER0tEMPYHYaVDpqX2iDPgLbWgTawwk6mymwqKrJu5SaPsU1QTZjoxGUyhhxNxjBSFVO0RovRTCPPJchlVSRDV5iiXx0YOEAU9Wjv8NcGVK9Ol6MMIgOvf2IR+dRj7Itif6yF4OdOGtP5jJTQHG4ycjgrQhm6Qtj/1IqxNYTlgz6cHw5ifqMbkzc+XM78cg8xhwlrvQfrNg/BCyFcaMfQm0fhW/uxeAKgIGY3EymwE3VaCRfYCZmcaEpRds8OzP4gnrmVeI0lKIuB5lMWo+k61o19uHY34351IOa77BQ9d4Cwy47ZFyTscmAKhFh62zMEC9z0za7FV1RDtMhOy/KL8FfEE6n2JQM//JUir2k3waJK3L1VI95ePZe4b7OEKO4Z3mDly+8nUHpcMnkxaDXUvfIkjvYDHDrnOvpmL8UQjRCz2JJDr4qbh8f20c5xLPF+aIyN9QzGa2PhCGO4UgyrBw4z5kN6HZQ4vsnjRrldOHshVmABbDg8trRyB8BbQMTVS9BgIJhfgCe/NjknhnPAub+LRf/xAgDB2fGha0YtSsQfw9AdJjrHGe+dKbLgXhVByzMedsPBRJoRyUu3cuNTM2/lmVyWV02llEK96kPdk/iA9Q97Tv81tYROLaLbVoSpO4ipJ0hwrhtTbyg+Ac882JXaFxq5O9BX54SLQlT/eXvGx7tOmk3xW/spfb2ezpPn4Jsbbz3xqME5ALoj3jI3NElKLAM4lntwjKe8xlppjZS0Wff3Ea5woMwGzC39VP3yENaW+IoDHZcfh+vtNnx1hey/Zg2lr+9Dt5iILDRha/MSLsmjaONBTGsrOHTWSnxVRYQK8ojarcPmnSRlGA6VyhAOY/YHiNpsxGxWUApzfyEWTw+Wfi8xi4VAcSkYjGmtVOYQFHRkaKEyVYJ3bN3piUohHkzjbJ70e3Anflib842UdqTP/QDQwv3Yu9qJWl2Y/BGWPPANIvnlNH7oqxg0A45Eo26GEWfZKtSh558416EtbUOTldTKK9JTHz/3wrnDjp/6vJHE5jiINOwf9Xnj0tsWT2IAkyfe8mcjcxJj63cRzBuozBKfo4GhG8GAm74VRbTdNTe+Ik5FegEX+1op+NYOjJvivXR9n5pNwTnx0caZvm8FerZ7r0+cIzVfYTSHE7Mn4t4Q+r4g6htDk+7BlVD8H6kgeG4perEVzRfFdNBP9+wCjIEoymRAt4/xZ0GeInjTCVQNJL1DtXx4EeUv7sLa7MP6fBcdZw0fQmPuiX/WsjWMjRb/J0K2109lbvejTAaihVYM/iiV99Vj3xE/v+4LZqM1R9CsFvZ8+kwKtzbGe4vDUVRYw19YSN4HHSiDhv/009h53fkEi/OJOmzxOSMwaowfOhxKi8Uw9/ehW6xE7Y74cCJNw+Tvx+rpQRkMKMvc9Ll0xOOCvXnw78H4WYq9a3wxH7LHfQBbmYmidsewYVaOXisFBxrRTXai9lKW/OY7aLEQHev+E4ulkJLmYYfKaKTzzdazkhrvh8bwRLwf6W8YXhcMPUYuMT81SRqpXjGQWIIGjGROYtIarwaSGCAt9gfL3bxxxydxhdoIlQ/+Hsi39qCFYlT+8j3y/jeeGPvPLKH/H2cnn5P4zZWIVVMV81PNiOSlS3fTGxs+9nE8WeFYhyONtE8u1Js+1NYAzLOineGMfyo9Olg1sGqURO20hUvGvvrGANOefhxPNhGZ48T5dPZryXvoEPYnmtEWd+Pa3Y65P4Ru1DAMTJpu+fAijIEIvVU1GCvChN156CYjq+96BLMvSPPpS+hZWIsxGE4mLjGjIb7ca3QwUBVtOoTSTPRXufC4q4kG4sHSZvfQP7eYvPou8rZ1oK/TkklSYum/0dY1P5xKbayVFkoRaLMRKRz8ks576n2snT4czfHWjIjTQs/yapo/spRAdQGcE/9hCNDz0dkZD3t8s5X21LHAwYxPG1Zpwchd+JaBH/mDvQ+V8WgXAUdrfMtILVMJqUE/1WhDqUzpve1pXenO3vh/U7vTUyu9/C13YAx7UQYrMVWI77griRYup+hQbg0TQ68hU+UFmSuwoZVVuHtX2n8zsRQtHPExPVhDZAxJTi4S79xISUxqq1w8iRkoh6GVmqMXTODthcLO/Vh6Axx3z6vDXi90ShFtkeE/Fg73Rp7jMVLMT3W4rYKT0aJv2u3F9moXsRILwbNLUU4jhu5IvJHIasAXs9MWKhm5AWMEWn+U/J/sJbSqkLzfZe8tdPypFeuLHQTnF2LqCmBt8ZFn3pecNN16zgI0BaFiJ75ZRYSLHERcNub98g0K322ia3UdPSvrMESiFPzlQPK4YbcNi2cwgBW/1kA4z4EhFqO7Zk4yFtrsHhovOSG+ShNgaInQV5HeMJa67OuYY/RhytQ4Z+7xEymwJ+vgmucayN/dnoz5MauJvgVltK9bQOuCxWn7dlXOSz9YSmJyQm8AbyLuD7QVjDXGZ+pVxgcZOyJj4Ggd3rAzUfE+YWjcT0jEf4Nbx9gbTtYBCda2x7F274i/lu4gXHgOkcKzsLeZGLbAzxgNPeeRetJHivfZYnyq0eqCXGJ+piQpo5SGK0hPYtLj/mDjFTAs9uuAx1QKgV4sHh/5Da3Mfup1LH3pP0QaL1uKHrGM2JAQi6Ynx1NhRiQvI8n5ztQTMCZW6YqO7sL4OEKThu0vbZgO+PFfXo1ebsO024vrV40YfTF4xYe6vxulgZayfIL95GqcrXuIlthxbW7Dc2oV9n29WNr87L/9VAqfP0DMYaZ3XQ3R0sEf1VpFPoXzI/SdVsXcp1uHndvem07D1u7FEIqim42YfGH6C0rx5xVg7+yj9eTjibgcFO48hMkfJGKzU7ppP7U9W7H09WOMxoNK88mrMAQi1P7lXfIbB5tIDLqiv6qCQEkhYVceUauVsCsPf3kJ/ZXlxH9u9QIQ7bKSVz/4IyNmMxNf7T9zZZItoTkc2XqVUrtXN33lKkJFLorf30/hu4PXvPWfL6W/tnQw0UwZ+p29NS3+xEwVV8JIczZgfD0OCfGKKr1iGCngD5VpdY/UCmFY13mmscPhcPL1Uiu9iPV0YsbFhPNOR5kKwAsm72CSmmluyVgq19TKa+j5JiqwbJVX2LNn1NcY7XkRz4fpb/jLmI5jcY9vkmespxFjYU3GJGa0VrnUZCYCGANBij/YxYKnnkt7jUP/bwUFWxvxnV5GnypJLiKVqRFhKiqyrmghnZH4fRUmazhRNhkbTJRC88UTAOUwYnmzE9724zlnFoEFhZg6A1Tftx1re7wHy/nE8GZl+8lWSt58m55zail86RDhMgexfAv2vb203HQCpt4QlhYfntOrCc4vGNzRovAfr+heUMNyDg07bsP1azH6I5j7gsTsZkx9QUIleRgDYRx7eulaOgfPcdWUbN2LMRRBGQ04dvVS/Op+rL39GMMRNAVdS2fjKyii7C97ksuAJ8TMFjqWzo7HfJci4rITKC3AW1eGbhn8qRHudVD05uA5Bu0uhrbaZIvHkymRYJl8QU7+1gYAdn/8LNrXLMR1oI2Kvw1+xxsuPomms5YlJ7EPrByc0dD4PnQOyFiSlNEanDLJFOsht3g/liG0MKQOSBx3hCFU0WgZIcuphC2r0E1V8TL0D/5mGWmuSbbzzhTnYWzJylhj/WjCnj1jjvnjjfdpBpIY+jxo+W6MDMyLIRGD04eUDR1ODIAew71tO7P++hr27t7k5ubTl2Dz9hIpdNBrKSefnjHdIHOqzIjkJbUim2zG5gBaf5RYrQPjIT9aKL6uuKk5gGm/H80XhRiYGgMUeRohplAGDUMk3gth2eJBmQwYA/GAogxa/NeGrtISF91kQDcbCdsdaH06oUIHdMcIOR1Y8DP7m28kn1v4/AE6Tp9HJN+GMmiY+kMYPGEKHmqgb1YZ+QcGV+UJu+x0V8wmvDBDeQ35kd1/2uCXyrxi4DGlMIaCxKy2tB4hQySMbowvHZtJcuLwAK0vj9Nu/1Hatnf/6WLqlJ1gYLAnIjlGc8BkVmqJiitpYLWTgO6m5aTjyd/fRn5DKwvvfISI3UbrqmU42jpoPnkV/SUL0hOWFNkSk9RKLJcJhwmZWs5G+mGfKeAPHe8LYxsONZZ90sYL97ahqsLEDg6/oY8qWBLPa/0AGSrTLBVVJkey8joco52DxX1cxla/RBIz9la5wQotFtnN3KfvwezvIzYwxCSU72LTFz4LefFyP3Dq2vj3caClOPVeAmnnFx3/qj2HYzKHE0F8dSfzXh/hJS5MTUG0/igmez/GliCm/X4MngiRkBFTXxhL48B3zqAlV3NybekgZjdj9IXjoX6gV0WDtOXGdaOGbjLQP6cYrT1GqNhBON9JJM+Knd7knCQA92tNtJy8iEieHd1iwhgIYe31UVW/g955leQ1dmIKDS5T3OeqwLusIvMFri1I/m/jqXUZn2IMhohZzGCIv7cHzwQtEo0PUQrEk8ShMT4pOvBPKU69/UcYYoMLuRw8fyV1divBwNhXrppUSmHwODH6NQ6eeQpFO3dj7oaVdz2Go7ObljUryGtuo+v4+TSvXIu5fWwJ8tDYbtS9yXl/Y52fB9l7k4ddyggJyUhJyHjj/UhDaTMdJ9MQKmNhDToOIqwdaK/McF5jTJiyvf7RHOthbOcxUsxPZYBkEjO08Sp1KHEi9rvadSpe/SGO9oPEzFYM0fhna9MXPkuoYGD55sSqcEN+2wztGZ3qmA8zJHnpi+bTHRl92dJxZ4i6wtARIu/+A5j39scTjIG4q4wasQorymbEvG9gnsMVC4i6LKCBOsVI/4llaFEdgz+Kx1ASX3kqFF/mMOq0oCxDij+mxxOCgcptXpON94qWpD3FEI7iaOsh7LLjbOmm+P39+MsKMMR0zB4/hliMUJ4Lb/VslMGImmege34frqYWbD0eojYreqQI/HaGGnvrfz7mIY05Fk8HhkgANI2Y1YHSDOhmK0ozoIXryX+rHltvFxavB4vXg6NzMCi9/fl/JFBSFL/23sDguTl6hycUk8AYDOM60EZxUwPWzgiOjviNqyz9/aBUcknIUL6Lqld3ArD70uvpr5mdPIY5SwdAthVaEpVYLhXYaK1n2SacZ6pgxtxlPU6pxzUXzkUPOYj1DG+mHE/lmWkCZbb9J6Jn5WgR9uxJttaFu3dhKVqY+b0b0iqXrUJTgShmf3z1g65Fp9JyymUE832YfRBJGcI0wqjGNBWZEs8JNtaYn0nWekApertdlD6+m7x32tPuO6Q0iJTY4z0h++LX2HnJPKI1NpTZQDBgo3v1rGQDkm6Nx/dInwNDJEbEaUO3DhnqpuvAQAOWpjG7HbaWDbnPha5wruskardiCoSofGUvgZL4j2Zzvw9TX4SYzU5fdRnKaEQ3GelaGCT/YBP2rh4M0SgxikfsAc4W91MZhtyyxdzfh9nXjyXgwV+oY+43opvM6EYTlv4+3Pv3YO/uwNLXi8Xnxd7Znkxc3v3Ha/BWV8RvaJoa80cyZGndYUaZKzKUFo2S19yGq6kFa28f9q4e7J1dyZEFMbMFpWlEHU5KPmjA0dnNgbM/Quvq05LHyOsY28pbmWK72WLBGc7L2HM+WqxPjfOjLSoyUkzMFuvHOmxqtOenDqPNNITqcOqbRMI0nuuYbnE+VeLcx5zEwIhxP86G0efB0X4QAN3i4oNPfhVlNGMJgG4c7I1PyBb788KK7E2JE29GJC/94Xz6QtnHCGdsJVSK0kd3gQ5GXxgU6HYToToXyqBR8r+7Mfkzj7vc+99nowYqp8QkORjSM5BoJBmIT8GAGxINTDFGbKlPiEUZFpR1oL84Ptk5PKuGnlnL0h4fqSJqWzn4/1ps5B/bY14KMXF7IE3D3NfFooduH/GpEbuLvllLCRVU0le2mIjDTbCoEl/J4I8P80BPZlp3esqY/InkaG2naNc+7F09ODq6cLR1ECgux1dRTTi/lI4TjidQXEY4L39YDxMMlpFt+PoHaTKOTU49D48NR34PpX3DJ6+P1No2UiWWqQIb64/5VOOtuMYqUZFFeuonZP7HeCu+mVSRDZVIYCBeLubCucleGH0ggVEDFVni8zN0eEHQvZLmjzxE1Z+uoeSDN+hbch1oMPfpXxC159FfUYS/tILeecdnnPyZqtvnBMY2Vj5XY4n5qVJbCmPP9WM95EWLKbSwjrIaCVU5ibmtFP2pnpLm4b2CAO99+2LCxSk91ilxPyHZ2GJhsC53EY/jMbIOLQIgmvmHvK8oXq/o0QIOnLtmlIPEdaa3ex1+zIfBa1aK5fd8dcSnxUwWvHWLCRRX0183n4gjn1BhORFnAUFXPHCaBuq/YcvoZjLGBGskZq+Hot3v4+hsw9rbQ17LIcJ5+fRX1RJyF9Izfw6dy+YQzisgZnOm31Qwha1/9LgOow/nTUxgTzXaHL2EbD3KqSYqQRlvrExtWEmIBZ0TWreM5VgzKcYnjLnhakDqUGIYjPvxRKaS7jMepejVj2P2dVLW4KC/zErR1sew9OzGW7OQqD2P5jUnxL/zmSb+Azh6CYeiTHbMH2pGJC/hUB5B0+iXokVj8VU9Bioce2MPhS8cHPa8nmXVaNEYhmAMxeAb33tCFQXvNdO3sAwPpRlXPRq1p2A8LUTR0edDpBrvGuyjGRqkq176ASZfD6GiOlz73xx1/4MX3U64oBrQMPm6sPQ24j60g84TT8MWNhHrH/7rP7U7HdKvKTE239bVTuXm18lrOoC1rxdN6cQsVsJOFwfOvRhv7fAVoQAcbU3MfuGP2Lva6Tp+GdG8hXRUleCrmItuHb5ahjnKsB6miai40q7XqmVcxhEy96yMZTwvHH7FdbiBf+g43smsyMZqJlZmmWRKYCClRY7MlZmydtG37Nvkv/st5j/8KaL2UkyB+HySwj0QKK4mWL4m4+TP5Gu7eiEYYrIrsrCnkmDYOnqLfEzH5vAMNirFdBb8buewp/UurQT6MfaG02K+r64Qoy+MrctHeGCxjsOJ8aPF8mw/5Cc6vidki2kFH/yZkq3/S9eySyl+9w+jHqvt5H/EO+dUMBgwBvuw9Dbian4Pz8LlWPRiLF5wel1p4+6HxvxMTH4vJe+9jOvgdix9nRiiEXSLjZjFRvuJ59G9+LTM+/k8VL/2GPkHPsAz5wQCpXUEypbSeNY8onkFaWVgAGwR0pubhxhtmeBs81BS43tiAjtkn2AOI08yh9wboSYzFmY6th6ae8zE38mWKYGB9LgPZIz9qU0tRlxokW76530bW9sDVDz/WXSjDUMs3seS1xx/v8LlZ6LM9swT/wG8BZhCfmBq6/QZkbyYuqpAy7xaBsS7iBf+5xO4GuP3IfHMqcAzr5KupbN577MXU/z+fqpeez/5fN1qwgA0fXQZ/XNLiLps9NkrB5czhOy9JuNc7nAkiYpsLJXWWH5UHy5r5wGMkX4sfZnXLwxUnUK4YB7K5CBUvAhHTy8Vr30HS9/+tOeFy84m6po1/ABKYbbGu9MzcfblYe5rZdYf/5PehefRvepTRPJK8eUHWPrAVzH7fSx+5Jd8cP13iTrdyX0AiEWZ/Ye7MAX70A1GHB4Dqq+F/MZGSnZup2/eGUTySlBGM8poQRnNw1pVJ6riSmWwBzEdSF8VKVvlBWOrwEaqvKaqAsn2OrlWZMmAfYxXgmOZ4Jm1IhvoiYGBykwPY++8D3Pwg7RjJBKXqK2Y9rN/DEYzpYdImysDpP0QtfW7cES9wBjXOM2RyefCHHVk7Z2d+6cXqPr7lvg5VhbhmVdF96Jatvzr5RTsbWbu/21MPlePmYlZTLStWkjXsrlEbRaCxflpE82HNVYdRpICmZORbD/kJzPGjxTbbL3xHykjJS7B0hWESpagjBYiBfPA7KLm+f/E1pm+fLJGCf65Fw7v0Rgl5gOgR5n/8OcJ51fQsfo6IvkV6CYr1S/+B9aeg9S+/AjY5hMqmTds18oXfo6zbQcKsPjCGLReDE2NFO7bTbToJMIF88BoRhlAGS0j97iMMjl+3Kt1eQcnsI8U5yH7CoiQOc4f6/HxWJP4DKT2woyWxKAUtp4nsXqfTztWInFRmgnPmv/CX1aEfaC3eOg8yQRffj+Ww7sXZ05mRPJiCThwtcRXuEjLCBP0GMHCEszeEDaPF3dDK+6GVupeeIdNX72a+ktPpa+2lOMf/isAPTU1WD0+CjY1UvvktuRh3v7iFQTy54zpnHKtvFJlmw+RarQf1ROl7cP3YfR3YO7ZQ97+v2Dp2Z32uL15I55F16Lb4+Ox7U2vJxOXUNHxWLvjLZ5lr3yFsHsegerT0GIhLL17sLXFf2Tkn3EuDvfxacc19+7D3vgKxmAv9ta3AAjWfQxLqA+btxv3AS99x1+Ntf0drN07qXl7D745F6SffCxCJH8epuA7GPQYFk8P1p7BwJ9fP3xJ2ITW8+/FEizIWjbjrbySwwCKQsn/H8vQr5GW8E3bNkMrr5l6XeMxUuKS2gKXkEhgYOShJbbQG9gDfwQgWHA5Udtx6KZSMNjTl7luhFhBvOpL3MchdQJogt8dxK4PTsieLJaAA1skMXzTlTHuxywlBN0urH39OFu6cbZ0U/Xa++y8Yj3NZ5xA98JaVt/9ewC8tfFJ/65DHSz72VPJY9RfcDbNp448TGu0OD/ehqfEXIihDqfhJGHoPTbGcrxw7SfpqfgYJu9erK0vYunalP68jq1Ei84kXHIaRsDWujmZuETtVZgC8SS2YMdvyd/zJIFZV6JF+ilEx37w8fhjJ5+Mo/CfwDi4Sp3R34HjwPMYg91YuuL1hmf5P2PSbVjavRjDLQSqziHqOojz4EuUvvM03Wu/POw6YvlLoG0HGmD1+rC3703+QKPhjWHPT+g74VtEC+JLH48U22H0+D50FkAixquqMHrvwHLxY5h/eCzFeTG61N6X5LYhvTAjMXEQF08AEDVWE7R/BN1QAu7qZIOtcrvQAgy7pcHQ2A/x2FSoGZPTI6bKjEhe7P0OnIaRf+AH87x0LD0DQ3gjnll2InkuPHXz6K81E7HlUbrxA+b++U3CDju6xULBrg4M0RjGQHolrAXyYGARhokeypVtUl+qiajEDk855JXTv/R0DIEWHPsfRgt7UMb4eZX97UtgsKBMDgzBTpTBgjLaMcQMhEtOQuk61u5NWDz7sHj2DT+8wZ5+DbEwRW98Pe0pymij/IXPoVvcKHM+yuRCN+ejLNUEahaiO0/Bvf0ZjP4mjP4mtKgPZSlEi/ajDGaU0Y4p0Es0L56I6iYXuq0M3V6B0ozE26PjE9CUpQh7iz1rzx5krsRSh3mlSk1SVCheiY11Ar1UYmIkIyUwCUMTGWNhDcbAYI+zwVdPTJ048FkPM3RGSWKIWUL6BNA4m8eBrSAw6RXZ0JifaQnQ/pqTsPZ2o+k6YVc+/RU1+Mur8FXqOBq6WPrA04SdDtA0nAc9aEphiKRftTIaJ6QhKnGOYzFZMT7X/ZTZRaToRCJFJ0I0gKP+NxiDbYCGbs7Hufc+HPUbUEYbWqQPpZnAYEaZ3YRtZehmN7b2lzFEfTj33Z/53PqMyZXMAPK3/AiTb//gORislLz2DZQ5H93kiv/X7EKZXYTKzyJQdwX5u1/F5N2HMdCCFu5Gmd1okQjKYEdpRgwhL8pcRtRiRBlsKFMBMVsdGEyAkfiMUgWaBaXXYewNj7oUe6YVvcaySEpi0RKJ8SJXIyUwCSMlMhbbLhiYVmeKNRHpN2MocIG3b/BJA3MkExKT/hMS9+tJxH+rySDJSy5s/ZZkUjG0gkiM0yvc10LxrsGKOma1UbWpnsJ9O2lbvhZzYGAcmD+ArdfD3o9cib7Ygm4yoTQDoIjY5mH2Zq8AxjsueaKHAgTd+hQkMHG6vZL+RV9I22YItAIKLepHt5agzPkYfQcwhLowBNsxeTIPJ9GNTkIlFxF1LcF4IBy/Z0KkC2OwkWDJRzBEe0CPocW8aHoI0NFUFJQVU+97BKuuRxmsmPrfp2DTPxN1LSfqmEu4cBnKmIcW7UEZnei2WSjT+N6jsd6oK5elKTOtvDWeccxSqR1bMlVYaY9nSGASUntiIP758xV+FB+KfH6LJfIOFs87APjtl6F3lxEzVqO54wtKpE0gHqjIMt1l29o/+RWZrd+CQ8VfJNNQBgBjzzbK3tuc/NtfWkf3olM48d5HaVp7Jhbf4PeuZOdeGs67hIgzj9YT16GMRgzRKH21w3vac5l7Mp44n7iekZKYRKvnVMX5NCY7/gWfTdvkD3WjxYIYPV6U0YUyF6FFOjEGm9GivRhDw+81lhB2n0S4+MMYDyogjBbtxxA8QDRvNbq5GlQMLdaPpgdB6WgqAtgw9e0mXHweumk2xkADBW//GzFbDVHXCURcZ6Kbi9CiHtBMxGzVKMvgctpjieeaN0TqOMGRYnvCeJcf1oO9GRctORJzAcX0la0+GLExq3ARgeAinI63sVsbKORn0AsBTkZ3Hk/UNAs02+DQ4oEkJlv8N1gjMHzdoUk1I5KX0le/irm3N/l3xFVLqHQ5YaeBIgW6xY6le3BeQfNJlxAumE+3vQ5TUKd821t4axZi9XRgGbgpXrhwCRFX+upkttFWihmnXBIXvzs4asvckazctFCizIox+CE++7EK3ViF7oSoE3RzIfbWR4lZyjBEutBUDEPMhzF4AEOoCPuh5zH1v4+mh4jZaojZ6tCtVSjNgjK7UQYHymABzYQh3IHDtxNr2x+IWWYRs9TSX3U7yjiQzSoG7tFVGV/txwdaDpOJR6u8Eka7kddULF0pZrbREpjxSEzq7+cjuNmQ3G6JbEMLeTHqHclb7gSKPoFuKkQZHOg95aCZUQWDrXNTWZENjflRWzGh8hPRLW5AEXZoKDU4tKG/ahk9J1xC0OGjZ+4Kqt96BX9JLRi05HKhylJFoCp9iS5LvBMqJ4fbMDVarJ/qOD/y8Kk8IA/dPvimK0sZUUsZEK8Bos7jcRz4ERhsxKwVmAINAFg8f0eLrMTWvBGT910MkU50azUxWw26pTzec29yo4xOlMGM5o+i6QFswQ1YO/9MxLYE3VSKr/xf0c2Vg6cUBaiIx/8AaIGx3/Mqm1zjOwyN8elLvWeL8dJAJSaDz38idmtD8m8Lu1C+Bhx0oBGPLUHbucQidSjNgl6wADQraIZkIpPpxtFTZUYkL1HnLGIhB4ZACxoKs/cQZu/wuwwDKM1I2ba/oe94K35DqoEb8wTLV9K3sJZQYR261UnENco6uIdpKibYT1YvTLYxwGMRLr2YcOnFyb/NvRtxHPo5hnA3hlATOqX4Sz6Pbq7IPIFSEU9EAN1QSV/dz9Mf7vOQ8SaHh2msdxiGsd2zZLRlg4/kijHi6DbeFreEob0vMPBZLayhh1sHN0YH7pStgjj7H8AUO4C57w1QIQx4McQ8KM2ManaiDC50Yz7Kmo8y5WFxu2BO5pvVTpRo3jyi4XaMoQ60WBBTsAvTgRcyPldpJhzte7G8cR+gUMb4evXhkkX4KxbTdvosYjZ3fPhYX8ZDHDGj9cJA+vjziYz3hxvnU0XzV9B3wmBybAg24drz78RstRgDByCiESy8lpilDjTz8AMkYv7ArQb6a+6Ob04kHwEgcHgxfzzxHcYe47ORGC8OVy69L/E6wEBnz8eS2wfvnRbFzhvY2II5sgNTZDea8mHo7wE0lOZEmfJQxkJUpw1lcGJ1u2DO1NwoPmFGJC+GcD9aNIwyuyAWRNOzTLBTMUzBPgim11Klbz9M88UPo1szD0E4moyl9yVhIlrnJqISy9ZVH9WWJhOQqK2JcH511mNNVC9ILnK56/x47kky1l4WqdTEhCcwpN/8M/H98XJZPJFJpfR4heY0osU8A0N7AmhRH1qwDyhkMhnCHgyRAEqzgoH4sKIRaCqKFo1i8aZ3nRfsfA7/vBuxhrVk70oiWTjajDXmT1QiM1GJy4gT2skfjPn2JkIFR1fMz/Vu82MR7t41puXiJcaLsco9gRmUWgcEOJMAZyYbiQEM7jIghEHvQ1N+NN2LpoIYTIrRb2A18WZE8uKfdSveioLBDUqPV6ZRDygdPU9D06OgovF5ErEQhogXQ7gHLdyNrfUlAtXrB4J9boO1J7vSy2VFsVwqr8OptMY6N2Q0k1FR5ZJ0jMVE3JU+l2FhqYFKKrljz2jDxkZKXEaTGEY2VOp3zVBQDpoBpbmIBQAG75Gkud2EHV5g87BjTKRA0U302+JDFpTbBUoHPYgh0j2QWMXjPSqG7tTQYqH4fIpwD4ZwD9aW54k5quMxcmCFnaBbzynOTmbsH+/5TNeYnyrX+SWZTFTcP5w4n+uwX4v7OIntYkxyGUacuqxyqkwNWQC6pz3+X8BQMDvtsZDBDwy/f9ZkmhHJi9bvR/MPHaagoSiI/1/34Fbd7QIT6CaSKy6ESj8JxIN4YhWFoYauqjNUYgm5iZTpLrxDHW4L2URWPuMdP5xRKER8DPWgsVZWk5WgJExEopJJ4ofm4VRymUjFN7OMtYIaS+IyUsUFw79HwyqxDN/HRM+M6vOg1OS3wilfP8o70MuQsjKOIvHfFH2JtQMH1pMqcREq+QQARs/gHQlHiv0JI9UBExn7R4v5R0u8H2kp4JyEQuNatSthMuL9RMb4iZirKI1UIpux1gmp94IZarQkJlWiLhj63dRznRh4GGZE8pJWkY0mQ5BMXRJuJKYJmkIx2gSn1Mol0w0Mc37dERKLCal8mLju+sTSwSM52iusw2EpWjihk/PH0xojFePUmajJ9hmPPc4el0xLKQ810ncu0xAzmJqKTPd2ofem/BBPuQHnqLI0smSrCyaqDsjmcGL+WBqPDifeT8YwXMge8w833h+J2D5ZC6xkXWVQ4vcx43Dqj9GGE6caS8NWUkFZzueUqxmRvAyryMZrHEF5TJVjNqNUMGmVywgtUgmTVZnkYqKSikxLB4/V0ZKEHI6hgWWqVhqbzB/UQxmsBVP6ekeDqbjmXIeKJYz0/RlvUqMbgGF3iZlYel87sZ7RzynTELisJiGmjrXO0HvbUFVhYgd9E34OYzXZvdeZjCfmH20x/mhZCXKyY4skR2OT+j4crfVctgQm1WjftdR6Qe9rZ7Jj/lAzInlxG9sHKswp0Dd1wd0UsuEeuEN9Rkdgmf9Mot5GyD6qbszMlFNgyfEHRPkEncQUsto0SrOdd/kJU3cyU8RRUET1opl3XdlM72seX8zLt1iAw2zkGfU12olaxtDD48stXptc40x6shlrnWEAMzYKDeObQxP1TmCddARC6Lhi/gTE+IjnwGEfI6kqP6fdbA4TZTnue0RUrTqs3R2FJdQsOrxjTDdH93vcMuIjZvesMR5jMO5MRcwfSlNKTdTIoSnn9/t59tlnicVioz9ZCCHElDAajVxwwQU4HBM7F1BivhBCHH0mK+aPZFonLxCvzEKh0OhPFEIIMSWsVuukVWIS84UQ4ugymTE/k2mfvAghhBBCCCGODUfJrAkhhBBCCCGEyE6SFyGEEEIIIcS0IMmLEEIIIYQQYlqQ5EUIIYQQQggxLcyI+7wcbfr6+njrrbfYvXs3N998c3J7fX09zzzzDG1tbeTn53PWWWexZs2a5OPvvPMOzz//PB6Ph4qKCi677DJqauL3G2hsbOTRRx/F5XJx3XXXYbPZuO2227jyyitZunQpAEopvvvd73LeeedxyimnJI975513sm7durRtk83v9/PCCy/wwQcfUFlZyY033ghAU1MTTz75JC0tLeTn53PeeeexatWq5D6//e1v6evr46qrrqKmpoZf/epXlJaWcskllySP/eCDD2IwGLj22muT2x599FGi0WjatqORz+fjiSeeYPfu3ZjNZlauXMlFF12EwWDgySefZMeOHZx//vlpn4vpYKLe7+7ubu6+++6Mr/Gd73wHs9k8VZeUZiq+0w6Hg82bN/PYY48Ne/3a2lpuueWWyb/QEYx0/e3t7fzhD3+gsbGRgoICLrzwQhYtWpR8fLzXP11JzJeYPxKJ+RLzJeZPfMyX5GWCPfHEE7z99tvYbLa0L11XVxe//vWvOe+88/j4xz9OQ0MDTzzxBIWFhcyfP5/W1lYee+wxLrnkEubMmcNrr73Ghg0b+NKXvoTZbOZPf/oTZ599No2Njbzxxhucd955VFdX09jYmKzIWltb8fl81NfXJyut/v5+PB4PtbW1U1YGkUiE++67D5PJxBVXXEFlZSUA0WiUDRs2cPzxx3PllVeyb98+Hn/8cSorK6mqquL111+nvLycNWvW8Oc//5lPf/rT1NXVsWfP4N19lVI0NDSgael3c21sbJwWwf8Pf/gDXq+Xf/qnf6K/v59HH32UwsJCKioqaGlp4brrrmPDhg2sWLHiiAXt8ZrI9zvhlltuoaCgIO11jlR5TOV3GsDtdvO5z30u7RyMRuOUXnOqka4/Fovx4IMPUlVVxec//3k++OADfve73/Ev//IvFBcX53z9043EfIn52UjMl5gvMX/iY74MG5tgeXl53HzzzVx44YVp29955x2qqqpYt24dJSUlrFmzhvnz57Nz504Atm3bxpw5czjppJMoKyvj4osvJhAIUF9fD0AoFKKqqoqioiKCwfgdmGtra2lsHLzL6b59+yguLqahoSG5rbGxEbPZnAwuU+GNN96gv7+fT33qU8yfPx+n0wlAQ0MDgUCAiy++mLKyMk455RRmzZrFtm3bktdYWlpKeXl52jU2Nzcnb0rX0tKCUgpd12lra0vu19nZSV1d3ZRdYy7C4TDbt2/noosuoqqqigULFnDyySezdetWQqEQ+fn5lJeXYzQap9VN+Cby/U5wOp24XK60f0fKVH6nATRNG3btR7JXYqTr7+rqoqOjg4svvpjS0lLWrVtHQUFB8odnrtc/3UjMl5g/Eon5EvMl5k9OzJfkZYJ96EMforq6etj2RYsWsX79+rRtZrM5mV23tbVRXl6efMxisVBcXExHRwcA69at46c//Sl//etfOemkk4DBiixxq576+nrWrFlDJBJJBvnGxkaqq6unNIvfunUrp59+OlarNW17W1sbxcXFaZl8ZWVl8hpPOukkXnrpJX72s5+xbt06IH6N0WiU1tZWIH6Ns2bNora2NvmFaGpqwmAwZCz3o0lnZyexWIyKiorktsT1L1iwAI/Hw2233caSJUuw2WxH8EzHZyLf76PRVH6nj0YjXX8kEgHSW0fNZnNy+0y5/tFIzJeYPxKJ+RLzp2PMmw4xX4aNTZGhH4S+vj727t3L2WefDcQz0qHBy263J7PTZcuWsWDBAkwmEyZT/G2rq6sjGAzS2dmZbH0799xzaWhooL6+nvLychobG6e0dSoWi9HW1obf7+cnP/kJ/f39LFiwgPXr1494jYlKqrS0lH//938nGo0mn+d0OikuLk5WyPv27WPevHnoup4cKtHY2EhlZeVR3+WeuCt4ahnY7XZCoRAmk4mbb74Zn89HXl7ekTrFcZvo93s6mYzv9HRSWVlJcXExL7/8Mueddx67d++ms7OTxYsXAzP/+kcjMV9ivsR8ifkzKeYdTTF/+pXeDKDrOv/7v//LokWLkuOSdV3P+NxECxsw7EPhdrvJz8+nsbGRUCiEpmlUVVUxd+5cGhoaOOWUU2hqakpOlpsKfr8fXdfZsWMH69evx2Aw8MQTT/D000+P2A2ceo2ZPtSJ1sY1a9bQ0NDAhz70IaLRKK+++ioQb4WbyvHduRrtPdY0bVpVYjA57zfAj3/847Qx7uvXrz+qx7dP1HcawOPx8M1vfjNt2+c//3lKS0sn8IwPn8Fg4Morr+Tee+/lb3/7G0op1q9fT3FxMZD79c9EEvPTScyXmD+UxHyJ+eMhycsR8Oc//5nu7m6uueaa5DZN09Le4ASDIfvIvkSQ93q9zJs3D03TmDdvHq+++ioejwev1zvlrXAAV1xxRfILfeGFF/LII4+wbt26jNc42vCG2tpaNm/eTHNzMyaTiYqKCpRSRKNR2tvbaWxsnBaTfROBWdf1tPd1tPf4aDYZ7zfAJz/5SfLz85N/H+0V/ER+p10uV9pEVoDCwsKJOdEJFAwGefTRRznjjDNYvnw5hw4d4plnnmHWrFnU1NTkfP0zkcT8dBLzp+93QGJ+nMT8IxvzJXmZYps2bWLz5s3cfPPN2O325Har1UogEEh7biAQSHtOJnV1dezYsYOurq7kcnVVVVVEo1G2bt2K2+3G7XZP/IWMIC8vD03T0rrzy8rKiEajmEymjNc4WiZeV1fHn/70J3bt2pWsrDVNY/bs2ezYsYPu7u6jfuImkBwfHAgEkhMcx3L9R7PJeL8BCgoKKCoqmvDznQwT/Z02GAyUlJRMyrlOpG3btqFpWnJSZ1VVFQcPHuS1117jqquuyvn6ZxqJ+RLzJeZLzM9GYv74Td/0fxqqr6/nqaee4pprrqGsrCztsfLycpqampJ/RyIRuru70yY/ZVJbW0tnZycHDx5k3rx5QPyLMGfOHLZs2TLlAd5kMlFSUsLBgweT27q7uzGZTFRVVdHV1ZW2ykRra+uo11hZWYnBYGDbtm3JawSYN28eW7ZsweFwJLstj2YlJSUYDIa093ks1380m4z3ezqZjO/0dJH4sZLKYrEQjUaBmX/9YyExX2K+xPzpfb1DScw/OmK+JC9TpKuri9/+9recccYZVFZW4vV6k/8Ali9fTmNjI6+99hodHR08/fTTOBwOZs+enfW4NTU1+P1+LBZLWuY+d+5c2trajsi44DPOOIPnn3+ePXv20NjYyLPPPsuqVauYO3cuDoeDp556ivb2dv7+979z4MABli9fnvV4iaDY3t7O/Pnzk9uP5DXmwmq1snjxYp599lmamprYs2cPGzduZMWKFUf61A7LRL/fEL+xW+p3xOv1jjie9kiZrO+0UmrYtft8vim4ovFZsGABXV1dvPzyy3R1dbF9+3a2bNmSnLyZ6/XPFBLzJeZLzJeYLzF/cmK+DBubIu+88w5+v5+XXnqJl156Ke2xu+66i8rKSq644gqee+45nnnmGSorK7n++utHHStqsVgoLy8ftgpGorXqSHStr127lr6+Ph555BEAlixZwkUXXYTJZOL666/nD3/4A//1X/9Ffn4+V1xxxbDWi0xqa2vp7+9P61aurKzEbrdPi+EDCZdddhmPP/4499xzD2azmTVr1rB27dojfVqHZTLe75/97GfDtn3lK1+Z0uEwo5ms77TH4+GOO+5I21ZcXMyXvvSlCb+Gw1FaWsonPvEJnnvuOV544QVcLhfnnXceK1euBMj5+mcKifkS80FivsR8ifmTEfM1lWl2jRBCCCGEEEIcZWTYmBBCCCGEEGJakORFCCGEEEIIMS1I8iKEEEIIIYSYFiR5EUIIIYQQQkwLkrwIIYQQQgghpgVJXoQQQgghhBDTgiQvQgghhBBCiGlBkhchhBBCCCHEtCDJixBCCCGEEGJakORFCCGEEEIIMS1I8iKEEEIIIYSYFiR5EUIIIYQQQkwLkrwIIYQQQgghpgVJXoQQQgghhBDTgiQvQgghhBBCiGlBkhchhBBCCCHEtCDJixBCCCGEEGJakORFCCGEEEIIMS1I8iKEEEIIIYSYFiR5EUIIIYQQQkwLkrwIIYQQQgghpgVJXoQQQgghhBDTgiQvQgghhBBCiGlBkhchhBBCCCHEtCDJixBCCCGEEGJakORFCCGEEEIIMS1I8iKEEEIIIYSYFiR5EUIIIYQQQkwLkrwIIYQQQgghpgVJXoQQQgghhBDTgiQvQgghhBBCiGlBkhchhBBCCCHEtCDJixBCCCGEEGJakORFCCGEEEIIMS1I8iKEEEIIIYSYFkxH+gTE9BeLxWhvb+cnd/6CugU11M2tOdKnJIQQQogZqGvPHhaffjrV1dWUlpZiNBqP9CmJKaYppdSRPgkx/UQiEVpaWrj/Zw8yb+lsrDYL3e297N/TSzgUHffxjPbi8e9jKxj3PgCazZXDPs6cXguLdfz7WHPYB1C28XekRq25ff0j1lgO+4THvU/UMv59AHRLcPw7mUM5vZbRNP7XshpzOD/AnsN+ToM/p9dyaoEp2adQz+38rLo+/n2iuX3erRFt3PtYctgHwJzDfqbcviYYwuMvDy00/u8+AMHx76f8469LVI7nF8vh/KLB8Z8fQDQ8/s9uJJRjrM7hMx+O5PZawRxeK5ci1Gx29MUnYi0vJ+b307d1Kxd+4QtUVFRgNpvHf0Ax7UjyIsYsEAjQ3NzM/z74BLMX1mI0GWk50MburfvYtXUfnS3dWNzH5XRsS9HCce9jLpyb02sZC8ffM2QoKM/ptbR897j3Ue7xJ1cAsQLLuPcJusdfiQL43eP/Ee3L7x/3PsE877j3AYi4ese/kyOHfQCb3TPuffKtPTm9VpG5e9z7lJs7cnqtCmPX+F9LG//5zY+2j3sfAHdk/L963MHcqrt8//gbBlw57APg8I1/P9v4v1oAmPvG/4Pd6Ink9mI9428c0LvGH2eivbk1QoRzOL9Qjq8V6Bv/Z9fnzS1R8gfGH+O9vtzqhd7A+L9fPbm147DHa8BWW4t79Rrcq1fjmDMHPRKh/4P3OfsfP0VVVRU2my23g4ujngwbE1l5vV6ampp45g9/oXpOJUopjEYjLz7+Kru31tPXk9uPSyGEEEKIXAUPHSJ46BBtTz6BpaSE/NWrKVi9hs2bNgHg27OHU6+4gurqavLy8o7w2YqJJMmLSKOUoqenh+bmZl558TVKq4qJhCP4vH6e3vA8e99rIODLsalECCGEEGKChTs76Xz2WTqffRajy4X7xBNxr17D1s2beffddwkcPMjKD3+Y6upqCgoK0LTchnWKo4MkLwJd1+ns7KSpqYktb71DfpGLgC9Iy4E2Xv6/N6jffpBoDkM0hBBCCCGmUszrpfuVV+h+5RUMViuuZctwr17Ne5s3sWPHDsKdnSw++WSqq6spKSnBYJCFd6cbSV6OUdFolLa2Nu754S85btlc7E4bnm4vu7fuY/e2fRza04yew4RYIYQQQoijgR4K4dm0Cc+mTWA0knf88bjXrGG7prG3uJio10vfli1c/JWvUF5ejskkP4unA3mXjiGhUIiWlhZ+e98jzF1ch9liprKujC0vv8uurftoPZjbxFkhhBBCiKNaLEb/Bx/Q/8EHND3wAPa5c3EPzJN544030EMh+t59l/NvvpmqqioslvEvgiOmhiQvx4CmpiYevv9RaudXo2kaTpedV/74Jru31dPT3nukT08IIYQQYkoF6usJ1NfT+vvfY62sxL16Ne7Vq9m0aRMqFqN/xw4+/OlPU11dfaRPVQwhA/2OAff95/3MWliLwWjg3Y3bef73r/D357dI4iKEEEKIY16opYX2p5+macMGul9+Gc1oxLV0KU9///tH+tREBtLzcgz4+p3/TltbG7/4wS85bvlclp+2hL5uL7vfrWf3O/s4uKdJ5rcIIYQQ4thiNJK3aHG812XVKiwD82Bmz55NdXU15f/v/x3pMxQZSPJyDDCZTFRXV/PdH38rbWUxpRSr1y0n4Auy970Gdm/dR/32A0TCsrKYEEIIIWae+Apky3GvWUP+iSswOfMId3SwZGAFsuLiYlmB7CgnycsxxmAwUFZWRllZGStWrKC3t5empia8Pf2ccPIiIuEoDTsOsGvrPva+K/d0EUIIIcT0ZnS5cK9chXv1alwnnIDBYiFw4ADL1qyluroat9st936ZRiR5OYZpmkZhYSGFhYUsXbqU/v5+mpqaaD3YzsWfOB+F4tCeJnZvq2fX1n30dXuP9CkLIYQQQozKUlKCe/Ua3GvW4Fy4EADfrl2cuGYNVVVV5OXlHeEzFLmS5EUk5eXlsXDhQhZ+ZSHBYJDm5mbqPzjA2ZedxvlXnkXrwXZ2bd3H7q376GjuOtKnK4QQQgiRZKuriycsq1fjmD0bPRzG+/77rFm7lsrKSmw225E+RTEBJHkRGdlsNubOnctXbv83IpEIra2t/Oqt33DS+Ss565JT6G7vZfe2fezeWk9TfQtKqSN9ykIIIYQ4lmgazgULcK+JJyzWsnJifj+ed7ZwzlVXUVFRgfnaa4/0WYoJJsmLGJXZbKa2tpbb/uPrxGIxOjo6+K87fs7Stcdz8vmr8PX54yuXbd1Hc7OBWExWLhNCCCHEJDCZyT9xGe7Vq8lfuQqz202kp4fjV6+mqqqKsrIyDDfccKTPUkwiTUmTuciRUoru7m6amprY+OrfKSorIBbVc0tetPGv7JHz5LocXgtyfa0c9pvCOYMq19fKYT9FDqEm5/PLJaxNXSjUcjo/0HI4x1z2mcrXMkxluee63xTWklP5WjkV/ZSeXw4vluv55VQWub1YTnvleF1H+2vlVIRmE5rRRLC5meVnn011dTVFRUUy4f4YIsmLmBBKKbxeL+3t7TKETAghhBCTQtM0ysrKyM/PP9KnIo4QSV6EEEIIIYQQ04LchUcIIYQQQggxLUjyIoQQQgghhJgWJHkRQgghhBBCTAuSvIgxOXDgAJdeeilFRUVUV1fzhS98gVAoBMDrr7/OSSedRF5eHsuWLeNPf/pT2r6/+93vmDdvHlarldWrV7N58+YjcQkTKlt5pFq3bh2zZ89O2zbTyiNbWfzyl79E07S0fxdccEFy32OpLAB27NjB5ZdfTklJCd///vfT9j1WymLdunXDPhOapjF//vzkvjOtLCD7Z2PHjh2cffbZuFwulixZwtNPP52270wrj2xl8fzzz7N8+XJsNhsnn3wy77//ftq+M60sGhsbueyyyygoKGD27Nncddddycfeeecd1q5di9VqZc6cOWzYsCFt35lWFpC9PAC2bdvGpz/9aW655ZZh+87E8hAjUEKMIhwOq8WLF6srr7xSbd++Xb344ouqoqJCffOb31SNjY3K5XKp73znO2rv3r3q5z//ubLZbKq+vl4ppdR7772nzGazuueee9SOHTvUTTfdpKqqqlQgEDjCV5W7bOWR6sEHH1SapqlZs2Ylt8208hitLL773e+qiy66SLW0tCT/dXd3K6WOvbLYvn27crvd6vrrr1dvv/228nq9yX2PpbLo6upK+zy0tLSoj3/84+pzn/ucUmrmlYVS2csjEomohQsXqquvvlrt2rVL3Xnnncpqtap9+/YppWZeeWQri4aGBmWz2dTtt9+uduzYoT796U+r2bNnq0gkopSaeWURi8XUqlWr1GWXXaZ27typnnvuOVVUVKQeeughFQqFVE1NjfrsZz+rduzYoX72s58po9Gotm7dqpSaeWWhVPby6OnpUaeffroyGo2qsLBQ3XDDDWn7zsTyECOT5EWM6uWXX1Zms1n19/cnt33ve99TK1euVPfcc49asGBB2vMXL16s7r33XqWUUl/96lfVueeem3zM5/Mph8Ohnnnmmak5+UmQrTwSPB6PqqysVJ/4xCfSkpeZVh6jlcXnP/959ZnPfCbjvsdaWVx44YVq/fr1Gfc91soilcfjUU6nU23btk0pNfPKQqns5bF9+3YFqJaWluRjxx13nPrFL36hlJp55ZGtLL73ve+p5cuXJ7eHw2FVUVGhHnvsMaXUzCuLnTt3KkA1Nzcnt918883q6quvVs8995xyOp1pP77POuss9eUvf1kpNfPKQqns5dHa2qq+8Y1vqEOHDqkbbrhhWPIyE8tDjEyGjYlRzZkzhyeffBKn05ncZrfbMZvN3Hjjjbz99ttpzzeZTPj9fgC2b9/OCSeckHzM4XAwb948du7cOTUnPwmylUfCN7/5Tc444wzOOeectH1nWnmMVhZtbW2Ul5dn3PdYKovu7m6ee+45vv71r2fc91gqi6E2bNjA0qVLWbZsGTDzygKyl0cgEEj+neB0OpPbZ1p5ZCuL/fv3s2jRouR2s9nM2rVr2bZtGzDzymL+/Pn09PRQWVmZ3JaoP7dv385xxx2HzWZLPrZs2bLktc60soDs5VFeXs7tt99OTU1Nxn1nYnmIkUnyIkZVW1vLRz7ykeTfuq7z29/+lssvvxyr1UpeXh4AsViMBx98kP3793P55ZcD0NfXh9vtTjteYWEhfX19U3cBEyxbeQC89957PPDAA/zwhz8ctu9MK4/RyqKtrY0//vGPzJo1i3nz5vHVr36VaDQKHFtlsW3bNgwGA88//zwLFy5kwYIFaZ+PY6kshrr33nu56aabkn/PtLKA7OWxfPly5s2bx9133000GuXpp59m165dfPSjHwVmXnlkK4vi4mIOHjyY9nyLxUJzczMw88rCaDRSUFCQ/HvLli387ne/48Ybbxz1WmdaWUD28hjNTCwPMTJJXsS43XHHHXR3d/O5z30uue3WW2/Fbrdz/fXX89///d/U1tYC8YRmKE3T0HV9ys53sg0tj1tuuYWvfOUrGVuIZnp5DC2Lk046iXPOOYennnqKu+66i3vvvTc5Uf1YKou2tjYikQibNm3it7/9Ld/85jf5xje+wUMPPQQcW2WR6tVXX+XAgQNcddVVyW0zvSwgvTyMRiMPPvggd999N1arlfXr1/P973+fuXPnAjO/PFLL4tJLL2Xjxo089thjxGIxHnnkEf7whz8ke+xmalk8/vjj2O12Vq1axfr167n00ktHvdaZWhaQuTxGM5PLQwxnOtInIKaXp556ijvvvJNXXnklbZjD1772NW666Sb+8pe/cPPNN7N8+XJWrFiBwWAYFjyUUphMM+OjN7Q8NmzYQFtbG//yL/+S8fkzuTwyfTZSV9Ravnw5hw4d4p577uFrX/vaMVUW4XCYwsJCHn30UaxWK2vWrGHTpk3cf//9XHPNNcdUWaT6xS9+wTXXXJM2hGgmlwUMLw+Px8O1117LF77wBa6++mreeust/u3f/o1TTz2VVatWzejyGFoWa9eu5c477+S6664jEonwoQ99iFNOOYWioiJg5n42PvzhD7N161bee+89brnlFu65555Rr3WmlgVkLo/PfvazWfeZyeUhhpN3VYzZu+++y7XXXst9993H6tWr0x4rLS2ltLSUJUuW8Nxzz/Gb3/yGFStW4HK56OnpSXtub29vWtfwdJWpPO68804aGhqSlW00GiUcDpOXl8czzzwzY8sj22cj1eLFi2lsbAQ4psqivLwcTdOwWq3J5y1atIjnn38eOLbKIqGjo4PHH3+cjRs3pm2fqWUBmcvj0UcfxWg0JhP9FStW8Oabb/KjH/2I3/3udzO2PEb6bHz5y1/mc5/7HF6vl4qKCpYsWcKSJUuAmfvZyMvLY+HChSxcuJC9e/dy7733cv3112e91plaFpC5PEZLXmZyeYjhZNiYGJO2tjbWr1/PrbfeyrXXXpvc/r3vfY9/+Id/SHuu0WhMTjJcvHhx2oT+QCDAvn37kpXRdDVSeTz77LNs376drVu3snXrVm6//XaqqqrYunUrq1evnpHlMVJZdHR0UFpamhyvDrB3716qqqqAmfnZGKksli5disfjYffu3clt+/btSw6vPJbKIuHXv/41S5cuZeXKlWnbZ2JZwMjlEQqF0pJaiE82Ttz3ZCaWx2ifDafTSUVFBW+++Sb19fXJe0PNtLJ46aWXWLp0KUqp5LZE/bl48WL27NmTNmfjvffeS17rTCsLyF4eo5mJ5SGyODKLnInpJBgMqlNOOUWdd955qrm5Oe3+DC+//LKyWCzq/vvvV/X19WrDhg3KarWqN998Uyml1LZt25TRaFQ//vGP1c6dO9VnPvMZNWvWLBUOh4/wVeUuW3mEQqG0595///1pSyXPtPIYrSzOPvtsdckll6jt27erl156SVVXV6vbbrtNKXXslcW1116rTjvtNLVt2zb1f//3fyo/P189/PDDSqljryx0XVdz585V99xzz7B9Z1pZKJW9PHbu3KmsVqu6++671b59+5KfjQ0bNiilZl55jPbZCIfD6v3331c///nPVWFhobrrrruS+860sujq6lKlpaXq1ltvVXv27FF//etfVV1dnfrBD36ggsGgqq6uVtdff73asWOHuueee5TZbFbbt29XSs28slAqe3mkyrRU8kwsDzEySV7EqP72t78pIOO/v/71r+rhhx9WixcvVna7XS1dujS5Jn/Cgw8+qGbPnq0sFotas2aNeuedd47MhUyQ0coj1dDkRamZVR6jlUVLS4v62Mc+pgoKClR1dbX64he/mJbgHUtl0dvbq6666irlcDjU7Nmz1Q9/+MO0/Y+lsnjmmWeU0+lUfX19GfefSWWh1Ojl8ec//1mtXLlSORwONXfuXPWjH/0obf+ZVB6jlcXGjRuV3W5Xq1evVg888MCw/WdSWSil1ObNm9VZZ52l8vLyVF1dnbrttttUNBpNPrZ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      "text/plain": [
       "<Figure size 800x700 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import earthkit.plots as ekp\n",
    "\n",
    "ekp.quickplot(r).show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4eee7b1e-fbe3-43d9-b185-867c7d8946aa",
   "metadata": {},
   "source": [
    "#### Converting the results to xarray"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8fd12a93-6cf9-4d6e-83e2-0efd9e545a48",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:focus + label {\n",
       "  border: 2px solid var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: \"►\";\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: \"▼\";\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: \"(\";\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: \")\";\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: \",\";\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 44kB\n",
       "Dimensions:         (step_timedelta: 2, latitude: 37, longitude: 72)\n",
       "Coordinates:\n",
       "  * step_timedelta  (step_timedelta) timedelta64[ns] 16B 00:00:00 12:00:00\n",
       "  * latitude        (latitude) float64 296B 90.0 85.0 80.0 ... -80.0 -85.0 -90.0\n",
       "  * longitude       (longitude) float64 576B 0.0 5.0 10.0 ... 345.0 350.0 355.0\n",
       "Data variables:\n",
       "    2t              (step_timedelta, latitude, longitude) float64 43kB ...\n",
       "Attributes:\n",
       "    param:        2t\n",
       "    paramId:      167\n",
       "    class:        od\n",
       "    stream:       oper\n",
       "    levtype:      sfc\n",
       "    type:         fc\n",
       "    expver:       0001\n",
       "    date:         20240323\n",
       "    time:         1200\n",
       "    domain:       g\n",
       "    Conventions:  CF-1.8\n",
       "    institution:  ECMWF</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-73e62ac4-b724-4ec4-aaa9-9a994b1bf280' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-73e62ac4-b724-4ec4-aaa9-9a994b1bf280' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>step_timedelta</span>: 2</li><li><span class='xr-has-index'>latitude</span>: 37</li><li><span class='xr-has-index'>longitude</span>: 72</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-47996048-dc43-40c7-a50b-5729fc898823' class='xr-section-summary-in' type='checkbox'  checked><label for='section-47996048-dc43-40c7-a50b-5729fc898823' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>step_timedelta</span></div><div class='xr-var-dims'>(step_timedelta)</div><div class='xr-var-dtype'>timedelta64[ns]</div><div class='xr-var-preview xr-preview'>00:00:00 12:00:00</div><input id='attrs-85ec42ab-9a16-456f-bcc4-d889f3b2ffc3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-85ec42ab-9a16-456f-bcc4-d889f3b2ffc3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7bc22dc3-fb5f-4424-a895-67ee8358f898' class='xr-var-data-in' type='checkbox'><label for='data-7bc22dc3-fb5f-4424-a895-67ee8358f898' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([             0, 43200000000000], dtype=&#x27;timedelta64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>90.0 85.0 80.0 ... -85.0 -90.0</div><input id='attrs-8b0b7ae8-7dd9-463c-9524-8f47fc71eb30' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8b0b7ae8-7dd9-463c-9524-8f47fc71eb30' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1c44d9bb-423a-4d59-bbd2-392780ce8443' class='xr-var-data-in' type='checkbox'><label for='data-1c44d9bb-423a-4d59-bbd2-392780ce8443' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_north</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long_name :</span></dt><dd>latitude</dd></dl></div><div class='xr-var-data'><pre>array([ 90.,  85.,  80.,  75.,  70.,  65.,  60.,  55.,  50.,  45.,  40.,  35.,\n",
       "        30.,  25.,  20.,  15.,  10.,   5.,   0.,  -5., -10., -15., -20., -25.,\n",
       "       -30., -35., -40., -45., -50., -55., -60., -65., -70., -75., -80., -85.,\n",
       "       -90.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 5.0 10.0 ... 345.0 350.0 355.0</div><input id='attrs-d8aceeaf-c2b7-437e-80d2-6dad76b02209' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d8aceeaf-c2b7-437e-80d2-6dad76b02209' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2dbfa86b-7942-4a31-bcd7-c1a2c8256709' class='xr-var-data-in' type='checkbox'><label for='data-2dbfa86b-7942-4a31-bcd7-c1a2c8256709' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long_name :</span></dt><dd>longitude</dd></dl></div><div class='xr-var-data'><pre>array([  0.,   5.,  10.,  15.,  20.,  25.,  30.,  35.,  40.,  45.,  50.,  55.,\n",
       "        60.,  65.,  70.,  75.,  80.,  85.,  90.,  95., 100., 105., 110., 115.,\n",
       "       120., 125., 130., 135., 140., 145., 150., 155., 160., 165., 170., 175.,\n",
       "       180., 185., 190., 195., 200., 205., 210., 215., 220., 225., 230., 235.,\n",
       "       240., 245., 250., 255., 260., 265., 270., 275., 280., 285., 290., 295.,\n",
       "       300., 305., 310., 315., 320., 325., 330., 335., 340., 345., 350., 355.])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-bfdbddeb-c010-4bf6-bb02-2e07f7277289' class='xr-section-summary-in' type='checkbox'  checked><label for='section-bfdbddeb-c010-4bf6-bb02-2e07f7277289' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>2t</span></div><div class='xr-var-dims'>(step_timedelta, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-11e68c82-818f-4615-aec1-8a849246a229' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-11e68c82-818f-4615-aec1-8a849246a229' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-71594af5-604d-42b2-aa45-25f86233cd8a' class='xr-var-data-in' type='checkbox'><label for='data-71594af5-604d-42b2-aa45-25f86233cd8a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>air_temperature</dd><dt><span>long_name :</span></dt><dd>2 metre temperature</dd><dt><span>units :</span></dt><dd>K</dd><dt><span>_earthkit :</span></dt><dd>{&#x27;message&#x27;: b&#x27;GRIB\\xff\\xff\\x00\\x02\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xc4\\x00\\x00\\x00\\x15\\x01\\x00b\\x00\\x00 \\x00\\x01\\x07\\xe8\\x03\\x17\\x0c\\x00\\x00\\x00\\x01\\x00\\x00\\x00\\x11\\x02\\x00\\x01\\x00\\x01\\x00\\t\\x04\\x010001\\x00\\x00\\x00H\\x03\\x00\\x00\\x00\\nh\\x00\\x00\\x00\\x00\\x00\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\xff\\x00\\x00\\x00H\\x00\\x00\\x00%\\x00\\x00\\x00\\x00\\xff\\xff\\xff\\xff\\x05]J\\x80\\x00\\x00\\x00\\x000\\x85]J\\x80\\x15(\\xde\\xc0\\x00LK@\\x00LK@\\x00\\x00\\x00\\x00&quot;\\x04\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\xff\\x9a\\xff\\xff\\xff\\x01\\x00\\x00\\x00\\x00g\\x00\\x00\\x00\\x00\\x02\\xff\\xff\\xff\\xff\\xff\\xff\\x00\\x00\\x00\\x15\\x05\\x00\\x00\\nh\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x00\\x06\\x06\\xff\\x00\\x00\\x00\\x05\\x077777&#x27;, &#x27;bitsPerValue&#x27;: 24}</dd></dl></div><div class='xr-var-data'><pre>[5328 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-02990e6c-5011-44ba-95dd-e7cc6045b011' class='xr-section-summary-in' type='checkbox'  ><label for='section-02990e6c-5011-44ba-95dd-e7cc6045b011' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>step_timedelta</div></div><div class='xr-index-preview'>PandasIndex</div><input type='checkbox' disabled/><label></label><input id='index-207203f3-ee44-487b-b146-a92feadb4f78' class='xr-index-data-in' type='checkbox'/><label for='index-207203f3-ee44-487b-b146-a92feadb4f78' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(TimedeltaIndex([&#x27;0 days 00:00:00&#x27;, &#x27;0 days 12:00:00&#x27;], dtype=&#x27;timedelta64[ns]&#x27;, name=&#x27;step_timedelta&#x27;, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><input type='checkbox' disabled/><label></label><input id='index-73fbfcd3-52a4-405e-8d5d-702c76b4a161' class='xr-index-data-in' type='checkbox'/><label for='index-73fbfcd3-52a4-405e-8d5d-702c76b4a161' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 90.0,  85.0,  80.0,  75.0,  70.0,  65.0,  60.0,  55.0,  50.0,  45.0,\n",
       "        40.0,  35.0,  30.0,  25.0,  20.0,  15.0,  10.0,   5.0,   0.0,  -5.0,\n",
       "       -10.0, -15.0, -20.0, -25.0, -30.0, -35.0, -40.0, -45.0, -50.0, -55.0,\n",
       "       -60.0, -65.0, -70.0, -75.0, -80.0, -85.0, -90.0],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><input type='checkbox' disabled/><label></label><input id='index-a5d4d8b2-9a33-4659-9dd1-723a39ae4569' class='xr-index-data-in' type='checkbox'/><label for='index-a5d4d8b2-9a33-4659-9dd1-723a39ae4569' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([  0.0,   5.0,  10.0,  15.0,  20.0,  25.0,  30.0,  35.0,  40.0,  45.0,\n",
       "        50.0,  55.0,  60.0,  65.0,  70.0,  75.0,  80.0,  85.0,  90.0,  95.0,\n",
       "       100.0, 105.0, 110.0, 115.0, 120.0, 125.0, 130.0, 135.0, 140.0, 145.0,\n",
       "       150.0, 155.0, 160.0, 165.0, 170.0, 175.0, 180.0, 185.0, 190.0, 195.0,\n",
       "       200.0, 205.0, 210.0, 215.0, 220.0, 225.0, 230.0, 235.0, 240.0, 245.0,\n",
       "       250.0, 255.0, 260.0, 265.0, 270.0, 275.0, 280.0, 285.0, 290.0, 295.0,\n",
       "       300.0, 305.0, 310.0, 315.0, 320.0, 325.0, 330.0, 335.0, 340.0, 345.0,\n",
       "       350.0, 355.0],\n",
       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2e2d0efa-36dd-4ce3-a13a-c528d1af4264' class='xr-section-summary-in' type='checkbox'  ><label for='section-2e2d0efa-36dd-4ce3-a13a-c528d1af4264' class='xr-section-summary' >Attributes: <span>(12)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>param :</span></dt><dd>2t</dd><dt><span>paramId :</span></dt><dd>167</dd><dt><span>class :</span></dt><dd>od</dd><dt><span>stream :</span></dt><dd>oper</dd><dt><span>levtype :</span></dt><dd>sfc</dd><dt><span>type :</span></dt><dd>fc</dd><dt><span>expver :</span></dt><dd>0001</dd><dt><span>date :</span></dt><dd>20240323</dd><dt><span>time :</span></dt><dd>1200</dd><dt><span>domain :</span></dt><dd>g</dd><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>institution :</span></dt><dd>ECMWF</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset> Size: 44kB\n",
       "Dimensions:         (step_timedelta: 2, latitude: 37, longitude: 72)\n",
       "Coordinates:\n",
       "  * step_timedelta  (step_timedelta) timedelta64[ns] 16B 00:00:00 12:00:00\n",
       "  * latitude        (latitude) float64 296B 90.0 85.0 80.0 ... -80.0 -85.0 -90.0\n",
       "  * longitude       (longitude) float64 576B 0.0 5.0 10.0 ... 345.0 350.0 355.0\n",
       "Data variables:\n",
       "    2t              (step_timedelta, latitude, longitude) float64 43kB ...\n",
       "Attributes:\n",
       "    param:        2t\n",
       "    paramId:      167\n",
       "    class:        od\n",
       "    stream:       oper\n",
       "    levtype:      sfc\n",
       "    type:         fc\n",
       "    expver:       0001\n",
       "    date:         20240323\n",
       "    time:         1200\n",
       "    domain:       g\n",
       "    Conventions:  CF-1.8\n",
       "    institution:  ECMWF"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.to_xarray()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5a6380b4-03b6-497f-b1d2-e36860830830",
   "metadata": {
    "editable": true,
    "slideshow": {
     "slide_type": ""
    },
    "tags": []
   },
   "source": [
    "#### Writing the results to disk"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3b206f6d-7a17-4128-818d-f12262d8f5ed",
   "metadata": {},
   "source": [
    "Write the resulting fieldlist to disk:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "9c6b8bb6-a734-4930-b322-7c362c915a51",
   "metadata": {},
   "outputs": [],
   "source": [
    "out_file = \"_res_H8_nested_to_5x5.grib\"\n",
    "r.to_target(\"file\", out_file)"
   ]
  }
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