circuit_example_nbit_adder.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "1fa94d56-57dd-4cc6-beda-9100e769ee4f",
   "metadata": {},
   "source": [
    "# Dynex SDK - nBit Adder Native Gate Circuit Example"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d63e025d-8aeb-4840-ac69-cd6430043608",
   "metadata": {},
   "source": [
    "First we import the required packages:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3258cd0a-8fb4-4ce7-89a1-4120322ef52c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import dynex\n",
    "from dynex import dynex_circuit\n",
    "from pennylane import numpy as np\n",
    "import pennylane as qml"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a4b4dad6-3b7d-4b17-93d5-4ab82c8b5aef",
   "metadata": {},
   "source": [
    "We define our circuit:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f1e789a4-612d-433f-95fb-43cebab281f8",
   "metadata": {},
   "outputs": [],
   "source": [
    "params = [1024, 5429] # two numbers to add, 13 qubits in this example\n",
    "\n",
    "def Nqubits(a, b):\n",
    "    mxVal = a + b\n",
    "    return mxVal.bit_length()\n",
    "\n",
    "wires = Nqubits(*params)\n",
    "\n",
    "def Kfourier(k, wires):\n",
    "    for j in range(len(wires)):\n",
    "        qml.RZ(k * np.pi / (2**j), wires=wires[j])\n",
    "\n",
    "def FullAdder(params, state=True):\n",
    "    a, b = params\n",
    "    wires = Nqubits(a, b)\n",
    "    qml.BasisEmbedding(a, wires=range(wires))\n",
    "    qml.QFT(wires=range(wires))\n",
    "    Kfourier(b, range(wires))\n",
    "    qml.adjoint(qml.QFT)(wires=range(wires))\n",
    "    if state:\n",
    "        return qml.state()\n",
    "    else:\n",
    "        return qml.sample()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e37c1084-a8ad-48fe-8ad3-78dc49b3a55d",
   "metadata": {},
   "source": [
    "We draw the circuit:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5a8a1f3f-8984-49b6-a644-a0e403e25811",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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YXQZCSGFhoQoLC80uA//NSsejpqZGq1evNozFxsbq0KFDSkxM7PJ9zz77rLZt26bU1FRt3ry5t8u8LCsdDysI5uNRV1enOXPmGMb69eunN998s9v/tHTlq6++0oYNG9zGq6uru31venq63nzzTU2ZMqXjDwSn06k5c+boyJEjXp8Bh+csfdnGpTPOXZ1drq+v7/KsNADg8qZPny6n0ymn06m6ujqtWbNGdXV1+uEPf6ivv/660/fs3r1bq1atUmxsrLZv3y673R7gqgHfZGdn68yZM4ax5557zufgLHU9SdCTez5L31we5Xom/PTp01q4cKHPNaF7lj7zfOla56qqKqWkpBheO336tL7++mvdeOONZpTms/79+3f5S8nKli1bFrRnI4LdvHnztG7dOr9uk+PhO6sejxEjRmj58uU6f/68nnnmGf385z/X+vXrDev85S9/0U9+8hNFRERo27Ztuuqqq8wp9u9Y9XiEqmA9HpWVlW4TBH/wgx90ecmFJ7qbJOipRx99VKWlpXrjjTc6xnbs2KHjx49rwoQJPteHrlk6PE+ePFm//OUvtXfvXt17772G1/bs2dOxTiix2WwaMGCA2WUEnOukCXiuX79+fv+e4Xj4zurH4/HHH9dLL72kX/3qV1q6dKni4uIkffOfvh/96Ec6f/688vPzdfPNN5tb6H+z+vEINcF6PF544QXD8ne+852OJ2f6wptJgt0JCwtTUVGRxo8fry+//NJQ86UJvPAvS1+2cfvttys+Pl6//e1v9f7773eMnz9/Xr/4xS8UGRmpBx54wLwCAcBioqOjlZOTo9bWVj399NOSvgkKs2fP7riFF09EQyg5ffq0Xn31VcPYI488ohEjRvi8TV8mCV5OTEyMHnnkEcPYK6+8otOnT/u0PVyepc88R0REaMuWLZo+fbrS0tIMj+c+deqUnn/++Y6zIgAA/5g/f77y8vL08ssv6/HHH9eOHTu0a9cuRUZGatiwYW5PJXTV3etAIBUUFBgeQBIZGdmjO8T0ZJLg5SxevFhr1qzpqLWlpUUFBQV68skne7RduLN0eJak2267TW+//baefPJJ/fu//7taW1t13XXXKS8vT/fcc4/Z5QGA5URFRWnlypVasmSJVq9e3fGwiJaWFv3yl7/s9v2EZwSTP/7xj4blOXPmaOTIkT5vr6eTBLsSGxur2bNn66WXXuoY279/P+G5F1g+PEvSjTfeaLiQHgDgu7i4ODmdzsuus3jxYsPZuaKiol6uCvC/trY2HT582DA2Y8YMn7fnr0mCXZkxY4YhPB8+fFhtbW0ePfETnrP0Nc8AAAC+OnbsmNuDyVJTU33alj8nCXbFtbaLFy+qsrLSL9vGtwjPAAAAnXjvvfcMywkJCT5PFPT3JMHOxMTEKD4+3jDm+jWg5wjPAAAAnfj4448Ny5MmTfJpO701SbAzrjW6fg3oOcIzAABAJxobGw3Lvj6VuLcmCXbGtUbXrwE9xxXkAAAAnfjpT3+qe++9V42NjWpsbNSoUaO83kZvTxJ0tWTJEs2aNUvR0dGKjo4Oiid5Wg3hGQAAoBOjR4/W6NGjfX5/ICYJupo4caImTpzYK9vGN7hsAwAAoBcEYpIgAo/wDAAA4GeBnCSIwCI8AwAA+FkgJwkisAjPAAAAfhToSYIILMIzAFiMw+Ewu4Sgxb5Bb38PmDFJ0F/oD88QngEgxNntdsNyS0uLSZUEv+bmZsNyVFSUSZUgUALdH6E8SZD+8AzhGQBCnOsvuIaGBpMqCX6u+4ZwYH2B7I9QnyRIf3iG8AwAIW748OGG5U8++cSkSoLfp59+algeNmyYSZUgUALZH6E+SZD+8AzhGQBCXGJiomE5VM5ymaGqqsqwnJSUZFIlCJRA9cfx48dDfpIg/eEZwjMAhDjXX3BnzpxRfX29SdUEr/r6etXV1RnGCAfWF4j+cDqdWrx4sdt4KEwSvIT+8BzhGQBCXHx8vGw2m2HM9QwS3PdJWFiYxo0bZ1I1CJRA9EdLS4smTJigsLBvY9XNN98cEpMEL6E/PEd4BoAQZ7fbNXbsWMNYKP2rOFBKS0sNy2PHjnW7EwOsJxD9YbfbtXHjRh0+fFg33XSTBg0apG3btvn1c/Q2+sNzhGcAsIDp06cblktKSkyqJHi57hPXfQbrClR/TJo0SW+//bbeffddxcbG9srn6C30h+cIzwBgAZmZmYbl8vJynTx50qRqgk9NTY0qKioMY677DNYVyP4ICwvThAkTemXbvYX+8A7hGQAsYPLkyRoxYoRhrLP7zfZVGzduNCzHxMQoLS3NpGoQaPTH5dEf3iE8A4AFRERE6O677zaMbdiwQceOHTOpouBx9OhRt6D04x//WBERESZVhECjP7pGf3iP8AwAFrF8+XLDBJ/29nYtWrRIDofDxKrM5XA4tGjRIrW3t3eM2e12LV++3MSqYAb6wx394RvCMwBYREJCgh577DHD2MGDB5Wdnd0nA4LD4VB2drYOHTpkGM/JyQmZJ77Bf+gPI/rDd4RnALCQFStWuN2Wq7CwsM8FhEvBoLCw0DAeFxenFStWmFQVzEZ/fIP+6BnCMwBYSP/+/fXiiy+6Xa9YWFio9PR0HT161KTKAufo0aNKT093CwYREREqKChQdHS0SZXBbPQH/eEPhGcAsJiMjAwVFxe7BYRDhw5p0qRJWrZsmWpqakyqrvfU1NRo2bJlmjRpktu/oiMiIlRcXKyMjAyTqkOwoD/oj54iPAOABc2cObPTgNDe3q7169crMTFRKSkpys3NVXl5uerr602q1Hf19fUqLy9Xbm6uUlJSlJiYqPXr1xsmP0nfBoOZM2eaVCmCDf3xLfrDe9yHBAAsaubMmdq9e7cWLFig2tpat9crKipUUVGhlStXSvrm3q5JSUkaPXq0+vfvL7vdrrCw4DjH4nA41NzcrIaGBn366aeqqqpSXV1dt++Li4tTQUEBZ9Tghv6gP3xFeAYAC8vIyNDx48eVm5urvLw8NTc3d7luXV2dR79wQ4HdbldOTo5WrFjBNZzoEv1Bf/giOP5kAgD0mujoaK1evVqVlZXKzs52e9KalcTExCg7O1uVlZVavXo1wQDdoj/gLcIzAPQRCQkJ2rx5sz777DPt27dP2dnZGjdunGw2m9ml+cxms2ncuHHKzs7Wvn379Ne//lWbN2/mPrXwGv0BT3HZBgD0MREREZoyZYqmTJkiSWpubtZHH32kqqoqVVVV6dy5c2pqalJTU5PJlRpFRUUpKipKw4YNU1JSkpKSkjRu3DjDU+OAnqI/0B3CMwD0cXa7XePHj9f48ePNLgUIOvQHXHHZBgAAAOAhwjMAAADgIcIzAAAA4CHCMwAAAOAhwjMAAADgIcIzAAAA4CHCMwAAAOAhwjMAAADgIcIzAAAA4CHCMwAAAOAhwjMAAADgIcIzAAAA4CHCMwAAAOAhwjMAAADgIcIzAAAA4CHCMwAAAOAhwjMAAADgIcIzAAAA4CHCMwAAAOChCLMLAACYq7m5WSdPnlRVVZWqq6t19uxZNTU1qbm52ezSDOx2u6KiojR8+HAlJiYqKSlJ8fHxstvtZpcGC6M/4IrwDAB9TFtbmw4cOKCSkhLt2bNHp06dktPpNLssn9hsNo0dO1bTp09XZmamJk+erIgIfrXBd/QHusNlGwDQR1RXV2vhwoUaNWqUpk6dqoKCAtXW1oZsMJAkp9Op2tpaFRQUaOrUqRo1apQWLlyompoas0tDiKE/4CnCMwBYXENDg1atWqXk5GTl5+fr888/N7ukXvP5558rPz9fycnJWrVqlRoaGswuCUGO/oC3OHcPABa2d+9ezZ8/X6dOnep23ZEjRyoxMVFjxoxR//79FRkZqbCw4DjH4nA41NLSooaGBn3yySeqrq7WmTNnuly/ublZTz/9tF555RUVFBQoIyMjgNUiVNAf9IcvCM8AYFE7d+5UVlaW2traOn09JSVFmZmZmjp1qpKSkjRo0KAAV9gz9fX1qqqqUllZmYqLi1VRUeG2Tm1tre68804VFxdr5syZJlSJYEV/0B++Co4/mQAAftVVMAgPD9fSpUtVU1Ojw4cPKycnRykpKSEXDCRp0KBBSklJUU5OjsrLy1VdXa2lS5cqPDzcsF5bW5uysrK0c+dOkypFsKE/vkV/eI/wDAAWs3fv3k6DQVpamt5//32tW7dO8fHxJlXXexISErRu3Tq9//77SktLM7x2KSDs3bvXpOoQLPpCfxw6dMhtjP7wH8IzAFhIQ0OD5s+f7xYM5s2bp/379+vaa681qbLAufbaa7V//37NmzfPMN7W1qYFCxaosbHRpMpgNqv3h8Ph0IoVK/Tyyy93uQ790XOEZwCwkNzcXLfJT/PmzVN+fn7QTG4KhLCwMOXn57sFhNraWuXm5ppUFcxm5f5obGzUPffco7y8PN10002XXZf+6JnQ/k4BAHSorq7Wc889ZxhLS0uzRDDwxaWAcOuttxrG8/LyuM9tH2Tl/jhz5ozS09O1bds2Seo2PEv0R0+E9ncLAKDD2rVrDY8MDg8P16ZNm0I+GPREWFiYNm3aZJgk1dzcrOeff97EqmAGq/ZHZWWlUlNT9ec//1mSNGTIEF1zzTUevZf+8E1of8cAACR9c73i9u3bDWNLliwJ+Ws4/eG6667TkiVLDGM7duzo8hZlsB6r9kdZWZm+973vGS5FSU1N9eoPAvrDe4RnALCAAwcOuD0ZzfUXYl+2ePFiw3JdXZ0OHjxoUjUINCv2x5YtW3THHXeovr7eMO7JJRuu6A/vEJ4BwAJKSkoMyykpKSF/uy1/SkhI0A033GAYc91nsC4r9YfD4VBOTo7mzZvX6dlhX8Iz/eEdwjMAWMCePXsMy5mZmSZVErxc94nrPoN1WaU/GhsblZWV5Tbx8RKbzabU1FSftk1/eI7wDAAhrrm52e32W1OnTjWpmuA1bdo0w/KpU6cME8hgTVbpj0t31HC9dvvvTZgwQYMHD/Zp+/SH5wjPABDiTp48KafTaRi7+uqrTaomeCUlJRmWHQ6HPvroI5OqQaBYoT9c76jRFV8u2biE/vAc4RkAQlxVVZVheeTIkRo4cKBJ1QSvQYMGKSYmxjDmuu9gPaHeH6WlpW531JCkwYMHu91Voyfhmf7wHOEZAEJcdXW1YTkxMdGkSoKf69k1woH1hXJ/FBYWdnpHjbi4OBUXF8vhcBjGexKeJfrDU4RnAAhxZ8+eNSyPGTPGpEqC3+jRow3L586dM6kSBEoo9selO2rMnz9f7e3thtdSU1P13nvv6fz584Zxbx6O0hX6wzMRZhcAAOiZpqYmw3L//v1NqiT4ue4b130H6wm1/mhoaNADDzzQ6cTAzMxMbd26VdHR0Xr33XcNr3n7cJTO0B+eITwDQIhznREfGRlpUiXBz263G5YJB9YXSv3xxRdf6I477uhyYmBsbKyio6MlyS089/SSDYn+8BSXbQCAxfT07JOVsW8QzN8DQ4YMUXZ2tkaMGNHp6xs2bJDNZlNpaakqKioMr/kjPAfzvgkm7CUAAIAgEBYWprlz5+rDDz/UokWLugyzGRkZamlp6VjuycNR4D3CMwAAQBAZOnSoNm7cqMOHD3u0fk8ejgLvEZ4BAACCkOsdNbrij0s24DnCMwAAQJBxOp267bbbPFqX8BxY3G0DAAAgAJqamnT8+HFVVlbqwoULHXeziIqK0sCBA5WcnKzk5GTZ7XY9+uijnW6joqJCixYtMtxtg/AcWIRnAACAXnDhwgWVlJRo3759OnLkiE6cOOH20BNX4eHhSkpK0okTJ9xeq66uVkJCgt5++21t3bpVOTk5am1t7fHDUeAdwjMAAICfOJ1OHTx4UL/+9a9VUlKihoYGr97f3t7eaXC+/vrrFR8fL+nbu3LMmDFDr7/+OreYCzD2NgAAgB+UlZUpOTlZ6enp2rp1q9fB+XKOHDmi5ORklZWVdYwNHTpUc+fO9dvngGcsH55fffVVLViwQN/97ndlt9tls9lUVFRkdlkAELJqa2tls9kMH/369dNVV12lrKwst9trFRUVua3f1Ud6ero5XxTQA5999pnuvfdeTZs2TR988EG36yckJCgtLU3Tpk3TtGnTlJaWpoSEhG7f98EHH2jatGm677779Le//c0fpcMHlr9s4+c//7lOnTql4cOH68orr9SpU6fMLgkALCEhIUGzZ8+WJF28eFHl5eUqKSnR66+/rrKyMqWlpUmSJk6cqCeffPKy29q0aZPOnj2r5OTkXq8b8Ben06kXX3xRP/vZz3ThwoVO1wkPD9edd96p73//+7r++ut13XXXaeDAgZ2um52drYKCgm4/72uvvabdu3drzZo1WrBgQY++BnjP8uF5y5YtSkpK0tixY5Wbm6uVK1eaXRIAWEJiYqKeeuopw9iln7NPPPGEDhw4IOmb8Dxx4sQut7N27VqdPXtWKSkpWrt2bS9WDPhPW1ubli5dqk2bNnX6+vjx4/Xwww9r9uzZio2N7XZ7X331VafBOScnR7/73e/croO+cOGCsrOzdezYMa1bt04REZaPdEHD8pdtTJ06VWPHjjW7DADoEx5++GFJUnl5uUfrl5WVKScnRzExMdq5c6eioqJ6szzAL1paWpSVldVpcB46dKgKCgpUWVmp5cuXexScJenKK690G0tLS1Nubq4qKyuVn5+vIUOGuK2zceNGZWVlGR7Xjd5l+fAMAAg8T86CnTx5Uvfcc49sNptKSko0ZsyYAFQG9Exra6tmzZqlnTt3ur324IMP6sSJE5o/f75Xd8B46623Ou75/PcuTQ4MCwvTggUL9OGHH+rBBx90W2/nzp2aNWuWWltbvfhK4CvCMwDAb7Zs2SJJuuWWWy673sWLFzVjxgx98cUXWrduXcf10UCwe+KJJ7Rr1y7DWGRkpH7729+qqKhIMTExXm2vqycJbtmyRf369TOMxcTEqKioSL/5zW8UGRlpeG3Xrl1atWqVV58bvuECmRDjdDr9euubUMFf075rbW3VxYsX/b5N+MZKx6O6urrjmudLEwb379+vkSNHas2aNZd970MPPaSjR49q7ty5Wrx4cQCq7ZyVjocVBPvxKC0tVV5enmFswIAB+sMf/uDznWK6epLgpUugOnP//fdr1KhRuuuuuwz7Ky8vT7fffrumTp3qUy3wDOE5xDQ0NOiKK64wuwyEkMLCQhUWFppdBv6blY5HTU2NVq9ebRiLjY3VoUOHlJiY2OX7nn32WW3btk2pqanavHlzb5d5WVY6HlYQzMejrq5Oc+bMMYz169dPb775Zrf/aenKV199pQ0bNriNV1dXd/ve9PR0vfnmm5oyZUrHHwhOp1Nz5szRkSNHvD4DDs9x2QYAwCfTp0+X0+mU0+lUXV2d1qxZo7q6Ov3whz/U119/3el7du/erVWrVik2Nlbbt2+X3W4PcNWAb7Kzs3XmzBnD2HPPPedzcJa6niToyT2fpW8uj3I9E3769GktXLjQ55rQPc48h5j+/ft3+UvJypYtWxa0ZyOC3bx587Ru3Tq/bpPj4TurHo8RI0Zo+fLlOn/+vJ555hn9/Oc/1/r16w3r/OUvf9FPfvITRUREaNu2bbrqqqvMKfbvWPV4hKpgPR6VlZVuEwR/8IMfdHnJhSe6myToqUcffVSlpaV64403OsZ27Nih48ePa8KECT7Xh64RnkOMzWbTgAEDzC4j4FwnTcBz/fr18/v3DMfDd1Y/Ho8//rheeukl/epXv9LSpUsVFxcnSaqvr9ePfvQjnT9/Xvn5+br55pvNLfS/Wf14hJpgPR4vvPCCYfk73/lOx5MzfeHNJMHuhIWFqaioSOPHj9eXX35pqPnSBF74F5dtAAD8Jjo6Wjk5OWptbdXTTz8t6ZugMHv27I5bePFENISS06dP69VXXzWMPfLIIxoxYoTP2/RlkuDlxMTE6JFHHjGMvfLKKzp9+rRP28PlWf7M85YtW/T2229Lko4ePdox9tZbb0n65nqhf/qnfzKrPACwnPnz5ysvL08vv/yyHn/8ce3YsUO7du1SZGSkhg0b5vZUQlfdvQ4EUkFBgeEBJJGRkT26Q0xPJglezuLFi7VmzZqOWltaWlRQUKAnn3yyR9uFO8uH57fffltbt241jL3zzjt65513OpYJzwDgP1FRUVq5cqWWLFmi1atXdzwsoqWlRb/85S+7fT/hGcHkj3/8o2F5zpw5GjlypM/b6+kkwa7ExsZq9uzZeumllzrG9u/fT3juBZa/bKOoqKhjNnhnH0VFRWaXCAAhJS4uTk6nU2+++WaX6yxevFhOp1Mvv/xytz+HXT+AYNHW1qbDhw8bxmbMmOHz9vw1SbArrrUdPnxYbW1tftk2vmX58AwAAOCLY8eOuT2YLDU11adt+XOSYFdca7t48aIqKyv9sm18i/AMAADQiffee8+wnJCQ4PNEQX9PEuxMTEyM4uPjDWOuXwN6jvAMAADQiY8//tiwPGnSJJ+201uTBDvjWqPr14CeIzwDAAB0orGx0bA8ePBgn7bTW5MEO+Nao+vXgJ6z/N02AAAAfPHTn/5U9957rxobG9XY2KhRo0Z5vY3eniToasmSJZo1a5aio6MVHR0dFE/ytBrCMwAAQCdGjx6t0aNH+/z+QEwSdDVx4kRNnDixV7aNb3DZBgAAQC8IxCRBBB7hGQAAwM8COUkQgUV4BgAA8LNAThJEYBGeAQAA/CjQkwQRWIRnALAYh8NhdglBi32D3v4eMGOSoL/QH54hPANAiLPb7YbllpYWkyoJfs3NzYblqKgokypBoAS6P0J5kiD94RnCMwCEONdfcA0NDSZVEvxc9w3hwPoC2R+hPkmQ/vAM4RkAQtzw4cMNy5988olJlQS/Tz/91LA8bNgwkypBoASyP0J9kiD94RnCMwCEuMTERMNyqJzlMkNVVZVhOSkpyaRKECiB6o/jx4+H/CRB+sMzhGcACHGuv+DOnDmj+vp6k6oJXvX19aqrqzOMEQ6sLxD94XQ6tXjxYrfxUJgkeAn94TnCMwCEuPj4eNlsNsOY6xkkuO+TsLAwjRs3zqRqECiB6I+WlhZNmDBBYWHfxqqbb745JCYJXkJ/eI7wDAAhzm63a+zYsYaxUPpXcaCUlpYalseOHet2JwZYTyD6w263a+PGjTp8+LBuuukmDRo0SNu2bfPr5+ht9IfnCM8AYAHTp083LJeUlJhUSfBy3Seu+wzWFaj+mDRpkt5++229++67io2N7ZXP0VvoD88RngHAAjIzMw3L5eXlOnnypEnVBJ+amhpVVFQYxlz3GawrkP0RFhamCRMm9Mq2ewv94R3CMwBYwOTJkzVixAjDWGf3m+2rNm7caFiOiYlRWlqaSdUg0OiPy6M/vEN4BgALiIiI0N13320Y27Bhg44dO2ZSRcHj6NGjbkHpxz/+sSIiIkyqCIFGf3SN/vAe4RkALGL58uWGCT7t7e1atGiRHA6HiVWZy+FwaNGiRWpvb+8Ys9vtWr58uYlVwQz0hzv6wzeEZwCwiISEBD322GOGsYMHDyo7O7tPBgSHw6Hs7GwdOnTIMJ6TkxMyT3yD/9AfRvSH7wjPAGAhK1ascLstV2FhYZ8LCJeCQWFhoWE8Li5OK1asMKkqmI3++Ab90TOEZwCwkP79++vFF190u16xsLBQ6enpOnr0qEmVBc7Ro0eVnp7uFgwiIiJUUFCg6OhokyqD2egP+sMfCM8AYDEZGRkqLi52CwiHDh3SpEmTtGzZMtXU1JhUXe+pqanRsmXLNGnSJLd/RUdERKi4uFgZGRkmVYdgQX/QHz1FeAYAC5o5c2anAaG9vV3r169XYmKiUlJSlJubq/LyctXX15tUqe/q6+tVXl6u3NxcpaSkKDExUevXrzdMfpK+DQYzZ840qVIEG/rjW/SH97gPCQBY1MyZM7V7924tWLBAtbW1bq9XVFSooqJCK1eulPTNvV2TkpI0evRo9e/fX3a7XWFhwXGOxeFwqLm5WQ0NDfr0009VVVWlurq6bt8XFxengoICzqjBDf1Bf/iK8AwAFpaRkaHjx48rNzdXeXl5am5u7nLduro6j37hhgK73a6cnBytWLGCazjRJfqD/vBFcPzJBADoNdHR0Vq9erUqKyuVnZ3t9qQ1K4mJiVF2drYqKyu1evVqggG6RX/AW4RnAOgjEhIStHnzZn322Wfat2+fsrOzNW7cONlsNrNL85nNZtO4ceOUnZ2tffv26a9//as2b97MfWrhNfoDnuKyDQDoYyIiIjRlyhRNmTJFktTc3KyPPvpIVVVVqqqq0rlz59TU1KSmpiaTKzWKiopSVFSUhg0bpqSkJCUlJWncuHGGp8YBPUV/oDuEZwDo4+x2u8aPH6/x48ebXQoQdOgPuOKyDQAAAMBDhGcAAADAQ4RnAAAAwEOEZwAAAMBDhGcAAADAQ4RnAAAAwEOEZwAAAMBDhGcAAADAQ4RnAAAAwEOEZwAAAMBDhGcAAADAQ4RnAAAAwEOEZwAAAMBDhGcAAADAQ4RnAAAAwEOEZwAAAMBDhGcAAADAQ4RnAAAAwEOEZwAAAMBDEWYXAAAwV3Nzs06ePKmqqipVV1fr7NmzampqUnNzs9mlGdjtdkVFRWn48OFKTExUUlKS4uPjZbfbzS4NFkZ/wBXhGQD6mLa2Nh04cEAlJSXas2ePTp06JafTaXZZPrHZbBo7dqymT5+uzMxMTZ48WRER/GqD7+gPdIfLNgCgj6iurtbChQs1atQoTZ06VQUFBaqtrQ3ZYCBJTqdTtbW1Kigo0NSpUzVq1CgtXLhQNTU1ZpeGEEN/wFOEZwCwuIaGBq1atUrJycnKz8/X559/bnZJvebzzz9Xfn6+kpOTtWrVKjU0NJhdEoIc/QFvce4eACxs7969mj9/vk6dOtXtuiNHjlRiYqLGjBmj/v37KzIyUmFhwXGOxeFwqKWlRQ0NDfrkk09UXV2tM2fOdLl+c3Oznn76ab3yyisqKChQRkZGAKtFqKA/6A9fEJ4BwKJ27typrKwstbW1dfp6SkqKMjMzNXXqVCUlJWnQoEEBrrBn6uvrVVVVpbKyMhUXF6uiosJtndraWt15550qLi7WzJkzTagSwYr+oD98FRx/MgEA/KqrYBAeHq6lS5eqpqZGhw8fVk5OjlJSUkIuGEjSoEGDlJKSopycHJWXl6u6ulpLly5VeHi4Yb22tjZlZWVp586dJlWKYEN/fIv+8B7hGQAsZu/evZ0Gg7S0NL3//vtat26d4uPjTaqu9yQkJGjdunV6//33lZaWZnjtUkDYu3evSdUhWPSF/jh06JDbGP3hP4RnALCQhoYGzZ8/3y0YzJs3T/v379e1115rUmWBc+2112r//v2aN2+eYbytrU0LFixQY2OjSZXBbFbvD4fDoRUrVujll1/uch36o+cIzwBgIbm5uW6Tn+bNm6f8/PygmdwUCGFhYcrPz3cLCLW1tcrNzTWpKpjNyv3R2Nioe+65R3l5ebrpppsuuy790TOh/Z0CAOhQXV2t5557zjCWlpZmiWDgi0sB4dZbbzWM5+XlcZ/bPsjK/XHmzBmlp6dr27ZtktRteJboj54I7e8WAECHtWvXGh4ZHB4erk2bNoV8MOiJsLAwbdq0yTBJqrm5Wc8//7yJVcEMVu2PyspKpaam6s9//rMkaciQIbrmmms8ei/94ZvQ/o4BAEj65nrF7du3G8aWLFkS8tdw+sN1112nJUuWGMZ27NjR5S3KYD1W7Y+ysjJ973vfM1yKkpqa6tUfBPSH9wjPAGABBw4ccHsymusvxL5s8eLFhuW6ujodPHjQpGoQaFbsjy1btuiOO+5QfX29YdyTSzZc0R/eITwDgAWUlJQYllNSUkL+dlv+lJCQoBtuuMEw5rrPYF1W6g+Hw6GcnBzNmzev07PDvoRn+sM7hGcAsIA9e/YYljMzM02qJHi57hPXfQbrskp/NDY2Kisry23i4yU2m02pqak+bZv+8BzhGQBCXHNzs9vtt6ZOnWpSNcFr2rRphuVTp04ZJpDBmqzSH5fuqOF67fbfmzBhggYPHuzT9ukPzxGeASDEnTx5Uk6n0zB29dVXm1RN8EpKSjIsOxwOffTRRyZVg0CxQn+43lGjK75csnEJ/eE5wjMAhLiqqirD8siRIzVw4ECTqglegwYNUkxMjGHMdd/BekK9P0pLS93uqCFJgwcPdrurRk/CM/3hOcIzAIS46upqw3JiYqJJlQQ/17NrhAPrC+X+KCws7PSOGnFxcSouLpbD4TCM9yQ8S/SHpwjPABDizp49a1geM2aMSZUEv9GjRxuWz507Z1IlCJRQ7I9Ld9SYP3++2tvbDa+lpqbqvffe0/nz5w3j3jwcpSv0h2cizC4AANAzTU1NhuX+/fubVEnwc903rvsO1hNq/dHQ0KAHHnig04mBmZmZ2rp1q6Kjo/Xuu+8aXvP24SidoT88Q3gGgBDnOiM+MjLSpEqCn91uNywTDqwvlPrjiy++0B133NHlxMDY2FhFR0dLklt47uklGxL94Sku2wAAi+np2ScrY98gmL8HhgwZouzsbI0YMaLT1zds2CCbzabS0lJVVFQYXvNHeA7mfRNM2EsAAABBICwsTHPnztWHH36oRYsWdRlmMzIy1NLS0rHck4ejwHuEZwAAgCAydOhQbdy4UYcPH/Zo/Z48HAXeIzwDAAAEIdc7anTFH5dswHOEZwAAgCDjdDp12223ebQu4TmwuNsGAABAADQ1Nen48eOqrKzUhQsXOu5mERUVpYEDByo5OVnJycmy2+169NFHO91GRUWFFi1aZLjbBuE5sAjPAAAAveDChQsqKSnRvn37dOTIEZ04ccLtoSeuwsPDlZSUpBMnTri9Vl1drYSEBL399tvaunWrcnJy1Nra2uOHo8A7hGcAAAA/cTqdOnjwoH7961+rpKREDQ0NXr2/vb290+B8/fXXKz4+XtK3d+WYMWOGXn/9dW4xF2DsbQAAAD8oKytTcnKy0tPTtXXrVq+D8+UcOXJEycnJKisr6xgbOnSo5s6d67fPAc9YOjz/9a9/1fr165WRkaF/+Id/UGRkpGJjY3X33XfrT3/6k9nlAUBIqq2tlc1mM3z069dPV111lbKystxur1VUVOS2flcf6enp5nxRQA989tlnuvfeezVt2jR98MEH3a6fkJCgtLQ0TZs2TdOmTVNaWpoSEhK6fd8HH3ygadOm6b777tPf/vY3f5QOH1j6so0NGzYoLy9PCQkJysjI0IgRI1RVVaXXX39dr7/+un7729/qnnvuMbtMAAhJCQkJmj17tiTp4sWLKi8vV0lJiV5//XWVlZUpLS1NkjRx4kQ9+eSTl93Wpk2bdPbsWSUnJ/d63YC/OJ1Ovfjii/rZz36mCxcudLpOeHi47rzzTn3/+9/X9ddfr+uuu04DBw7sdN3s7GwVFBR0+3lfe+017d69W2vWrNGCBQt69DXAe5YOzzfeeKPeeustTZ482TB+6NAh3X777Vq4cKFmzJjh9ix3AED3EhMT9dRTTxnGcnNztXLlSj3xxBM6cOCApG/C88SJE7vcztq1a3X27FmlpKRo7dq1vVgx4D9tbW1aunSpNm3a1Onr48eP18MPP6zZs2crNja22+199dVXnQbnnJwc/e53v3O7DvrChQvKzs7WsWPHtG7dOkVEWDrSBRVLX7bx4x//2C04S9Ktt96q2267TV9++aWOHj1qQmUAYE0PP/ywJKm8vNyj9cvKypSTk6OYmBjt3LlTUVFRvVke4BctLS3KysrqNDgPHTpUBQUFqqys1PLlyz0KzpJ05ZVXuo2lpaUpNzdXlZWVys/P15AhQ9zW2bhxo7KysgyP60bvsnR4vpx+/fpJEn+pAUAv8ORn68mTJ3XPPffIZrOppKREY8aMCUBlQM+0trZq1qxZ2rlzp9trDz74oE6cOKH58+d7dQeMt956q+Oez3/v0uTAsLAwLViwQB9++KEefPBBt/V27typWbNmqbW11YuvBL7qk+H5448/VllZma688kpdd911ZpcDAJaxZcsWSdItt9xy2fUuXryoGTNm6IsvvtC6des6ro8Ggt0TTzyhXbt2GcYiIyP129/+VkVFRYqJifFqe109SXDLli0dJ/ouiYmJUVFRkX7zm98oMjLS8NquXbu0atUqrz43fNPnTru2trZqzpw5am5uVl5ensLDw80uyStOp9Ovt74JFfw17bvW1lZdvHjR79uEb6x0PKqrqzuueb40YXD//v0aOXKk1qxZc9n3PvTQQzp69Kjmzp2rxYsXB6DazlnpeFhBsB+P0tJS5eXlGcYGDBigP/zhDz7fKaarJwleugSqM/fff79GjRqlu+66y7C/8vLydPvtt2vq1Kk+1QLP9Knw7HA49NBDD+ngwYOaN2+e5syZY3ZJXmtoaNAVV1xhdhkIIYWFhSosLDS7DPw3Kx2PmpoarV692jAWGxurQ4cOKTExscv3Pfvss9q2bZtSU1O1efPm3i7zsqx0PKwgmI9HXV2dW27o16+f3nzzzW7/09KVr776Shs2bHAbr66u7va96enpevPNNzVlypSOPxCcTqfmzJmjI0eOeH0GHJ7rM5dtOBwO/eM//qN++9vfavbs2crPzze7JAAIadOnT5fT6ZTT6VRdXZ3WrFmjuro6/fCHP9TXX3/d6Xt2796tVatWKTY2Vtu3b+duRwgZ2dnZOnPmjGHsueee8zk4S11PEvTkns/SN5dHuZ4JP336tBYuXOhzTehenzjz7HA4NHfuXL388su67777VFRUFLKPsuzfv3+Xv5SsbNmyZUF7NiLYzZs3T+vWrfPrNjkevrPq8RgxYoSWL1+u8+fP65lnntHPf/5zrV+/3rDOX/7yF/3kJz9RRESEtm3bpquuusqcYv+OVY9HqArW41FZWek2QfAHP/hBl5dceKK7SYKeevTRR1VaWqo33nijY2zHjh06fvy4JkyY4HN96Jrlw/PfB+d77rlHr7zySshd5/z3bDabBgwYYHYZAec6aQKe69evn9+/ZzgevrP68Xj88cf10ksv6Ve/+pWWLl2quLg4SVJ9fb1+9KMf6fz588rPz9fNN99sbqH/zerHI9QE6/F44YUXDMvf+c53Op6c6QtvJgl2JywsTEVFRRo/fry+/PJLQ82XJvDCv0Lz9KuHLl2q8fLLLyszM1OvvvpqSAdnAAh20dHRysnJUWtrq55++mlJ3wSF2bNnd9zCiyeiIZScPn1ar776qmHskUce0YgRI3zepi+TBC8nJiZGjzzyiGHslVde0enTp33aHi7P0mee/+Vf/kVbt27VFVdcoauvvlrPPPOM2zozZsy47JOvAADemT9/vvLy8vTyyy/r8ccf144dO7Rr1y5FRkZq2LBhbk8ldNXd60AgFRQUGB5AEhkZ2aM7xPRkkuDlLF68WGvWrOmotaWlRQUFBXryySd7tF24s3R4rq2tlSR9/fXXevbZZztdJy4ujvAMAH4UFRWllStXasmSJVq9enXHHJOWlhb98pe/7Pb9hGcEkz/+8Y+G5Tlz5mjkyJE+b6+nkwS7Ehsbq9mzZ+ull17qGNu/fz/huRdY+rKNoqKijpngXX089NBDZpcJACElLi5OTqdTb775ZpfrLF68WE6nUy+//LJHP4v//gMIFm1tbTp8+LBhbMaMGT5vz1+TBLviWtvhw4fV1tbml23jW5YOzwAAAL46duyY24PJUlNTfdqWPycJdsW1tosXL6qystIv28a3CM8AAACdeO+99wzLCQkJPk8U9Pckwc7ExMQoPj7eMOb6NaDnCM8AAACd+Pjjjw3LkyZN8mk7vTVJsDOuNbp+Deg5wjMAAEAnGhsbDcuDBw/2aTu9NUmwM641un4N6DlL320DAADAVz/96U917733qrGxUY2NjRo1apTX2+jtSYKulixZolmzZik6OlrR0dFB8SRPqyE8AwAAdGL06NEaPXq0z+8PxCRBVxMnTuQWvL2MyzYAAAB6QSAmCSLwCM8AAAB+FshJgggswjMAAICfBXKSIAKL8AwAAOBHgZ4kiMAiPAOAxTgcDrNLCFrsG/T294AZkwT9hf7wDOEZAEKc3W43LLe0tJhUSfBrbm42LEdFRZlUCQIl0P0RypME6Q/PEJ4BIMS5/oJraGgwqZLg57pvCAfWF8j+CPVJgvSHZwjPABDihg8fblj+5JNPTKok+H366aeG5WHDhplUCQIlkP0R6pME6Q/PEJ4BIMQlJiYalkPlLJcZqqqqDMtJSUkmVYJACVR/HD9+POQnCdIfniE8A0CIc/0Fd+bMGdXX15tUTfCqr69XXV2dYYxwYH2B6A+n06nFixe7jYfCJMFL6A/PEZ4BIMTFx8fLZrMZxlzPIMF9n4SFhWncuHEmVYNACUR/tLS0aMKECQoL+zZW3XzzzSExSfAS+sNzhGcACHF2u11jx441jIXSv4oDpbS01LA8duxYtzsxwHoC0R92u10bN27U4cOHddNNN2nQoEHatm2bXz9Hb6M/PEd4BgALmD59umG5pKTEpEqCl+s+cd1nsK5A9cekSZP09ttv691331VsbGyvfI7eQn94jvAMABaQmZlpWC4vL9fJkydNqib41NTUqKKiwjDmus9gXYHsj7CwME2YMKFXtt1b6A/vEJ4BwAImT56sESNGGMY6u99sX7Vx40bDckxMjNLS0kyqBoFGf1we/eEdwjMAWEBERITuvvtuw9iGDRt07NgxkyoKHkePHnULSj/+8Y8VERFhUkUINPqja/SH9wjPAGARy5cvN0zwaW9v16JFi+RwOEysylwOh0OLFi1Se3t7x5jdbtfy5ctNrApmoD/c0R++ITwDgEUkJCToscceM4wdPHhQ2dnZfTIgOBwOZWdn69ChQ4bxnJyckHniG/yH/jCiP3xHeAYAC1mxYoXbbbkKCwv7XEC4FAwKCwsN43FxcVqxYoVJVcFs9Mc36I+eITwDgIX0799fL774otv1ioWFhUpPT9fRo0dNqixwjh49qvT0dLdgEBERoYKCAkVHR5tUGcxGf9Af/kB4BgCLycjIUHFxsVtAOHTokCZNmqRly5appqbGpOp6T01NjZYtW6ZJkya5/Ss6IiJCxcXFysjIMKk6BAv6g/7oKcIzAFjQzJkzOw0I7e3tWr9+vRITE5WSkqLc3FyVl5ervr7epEp9V19fr/LycuXm5iolJUWJiYlav369YfKT9G0wmDlzpkmVItjQH9+iP7zHfUgAwKJmzpyp3bt3a8GCBaqtrXV7vaKiQhUVFVq5cqWkb+7tmpSUpNGjR6t///6y2+0KCwuOcywOh0PNzc1qaGjQp59+qqqqKtXV1XX7vri4OBUUFHBGDW7oD/rDV4RnALCwjIwMHT9+XLm5ucrLy1Nzc3OX69bV1Xn0CzcU2O125eTkaMWKFVzDiS7RH/SHL4LjTyYAQK+Jjo7W6tWrVVlZqezsbLcnrVlJTEyMsrOzVVlZqdWrVxMM0C36A94iPANAH5GQkKDNmzfrs88+0759+5Sdna1x48bJZrOZXZrPbDabxo0bp+zsbO3bt09//etftXnzZu5TC6/RH/AUl20AQB8TERGhKVOmaMqUKZKk5uZmffTRR6qqqlJVVZXOnTunpqYmNTU1mVypUVRUlKKiojRs2DAlJSUpKSlJ48aNMzw1Dugp+gPdITwDQB9nt9s1fvx4jR8/3uxSgKBDf8AVl20AAAAAHiI8AwAAAB4iPAMAAAAeIjwDAAAAHiI8AwAAAB4iPAMAAAAeIjwDAAAAHiI8AwAAAB4iPAMAAAAeIjwDAAAAHiI8AwAAAB4iPAMAAAAeIjwDAAAAHiI8AwAAAB4iPAMAAAAeIjwDAAAAHiI8AwAAAB4iPAMAAAAeIjwDAAAAHoowuwAAgLmam5t18uRJVVVVqbq6WmfPnlVTU5Oam5vNLs3AbrcrKipKw4cPV2JiopKSkhQfHy+73W52abAw+gOuCM8A0Me0tbXpwIEDKikp0Z49e3Tq1Ck5nU6zy/KJzWbT2LFjNX36dGVmZmry5MmKiOBXG3xHf6A7XLYBAH1EdXW1Fi5cqFGjRmnq1KkqKChQbW1tyAYDSXI6naqtrVVBQYGmTp2qUaNGaeHChaqpqTG7NIQY+gOeIjwDgMU1NDRo1apVSk5OVn5+vj7//HOzS+o1n3/+ufLz85WcnKxVq1apoaHB7JIQ5OgPeItz9wBgYXv37tX8+fN16tSpbtcdOXKkEhMTNWbMGPXv31+RkZEKCwuOcywOh0MtLS1qaGjQJ598ourqap05c6bL9Zubm/X000/rlVdeUUFBgTIyMgJYLUIF/UF/+ILwDAAWtXPnTmVlZamtra3T11NSUpSZmampU6cqKSlJgwYNCnCFPVNfX6+qqiqVlZWpuLhYFRUVbuvU1tbqzjvvVHFxsWbOnGlClQhW9Af94avg+JMJAOBXXQWD8PBwLV26VDU1NTp8+LBycnKUkpIScsFAkgYNGqSUlBTl5OSovLxc1dXVWrp0qcLDww3rtbW1KSsrSzt37jSpUgQb+uNb9If3CM8AYDF79+7tNBikpaXp/fff17p16xQfH29Sdb0nISFB69at0/vvv6+0tDTDa5cCwt69e02qDsGiL/THoUOH3MboD/8hPAOAhTQ0NGj+/PluwWDevHnav3+/rr32WpMqC5xrr71W+/fv17x58wzjbW1tWrBggRobG02qDGazen84HA6tWLFCL7/8cpfr0B89R3gGAAvJzc11m/w0b9485efnB83kpkAICwtTfn6+W0Cora1Vbm6uSVXBbFbuj8bGRt1zzz3Ky8vTTTfddNl16Y+eCe3vFABAh+rqaj333HOGsbS0NEsEA19cCgi33nqrYTwvL4/73PZBVu6PM2fOKD09Xdu2bZOkbsOzRH/0RGh/twAAOqxdu9bwyODw8HBt2rQp5INBT4SFhWnTpk2GSVLNzc16/vnnTawKZrBqf1RWVio1NVV//vOfJUlDhgzRNddc49F76Q/fhPZ3DABA0jfXK27fvt0wtmTJkpC/htMfrrvuOi1ZssQwtmPHji5vUQbrsWp/lJWV6Xvf+57hUpTU1FSv/iCgP7xHeAYACzhw4IDbk9FcfyH2ZYsXLzYs19XV6eDBgyZVg0CzYn9s2bJFd9xxh+rr6w3jnlyy4Yr+8A7hGQAsoKSkxLCckpIS8rfb8qeEhATdcMMNhjHXfQbrslJ/OBwO5eTkaN68eZ2eHfYlPNMf3iE8A4AF7Nmzx7CcmZlpUiXBy3WfuO4zWJdV+qOxsVFZWVluEx8vsdlsSk1N9Wnb9IfnCM8AEOKam5vdbr81depUk6oJXtOmTTMsnzp1yjCBDNZklf64dEcN12u3/96ECRM0ePBgn7ZPf3iO8AwAIe7kyZNyOp2GsauvvtqkaoJXUlKSYdnhcOijjz4yqRoEihX6w/WOGl3x5ZKNS+gPzxGeASDEVVVVGZZHjhypgQMHmlRN8Bo0aJBiYmIMY677DtYT6v1RWlrqdkcNSRo8eLDbXTV6Ep7pD88RngEgxFVXVxuWExMTTaok+LmeXSMcWF8o90dhYWGnd9SIi4tTcXGxHA6HYbwn4VmiPzxFeAaAEHf27FnD8pgxY0yqJPiNHj3asHzu3DmTKkGghGJ/XLqjxvz589Xe3m54LTU1Ve+9957Onz9vGPfm4ShdoT88E2F2AQCAnmlqajIs9+/f36RKgp/rvnHdd7CeUOuPhoYGPfDAA51ODMzMzNTWrVsVHR2td9991/Catw9H6Qz94RnCMwCEONcZ8ZGRkSZVEvzsdrthmXBgfaHUH1988YXuuOOOLicGxsbGKjo6WpLcwnNPL9mQ6A9PcdkGAFhMT88+WRn7BsH8PTBkyBBlZ2drxIgRnb6+YcMG2Ww2lZaWqqKiwvCaP8JzMO+bYMJeAgAACAJhYWGaO3euPvzwQy1atKjLMJuRkaGWlpaO5Z48HAXeIzwDAAAEkaFDh2rjxo06fPiwR+v35OEo8B7hGQAAIAi53lGjK/64ZAOeIzwDAAAEGafTqdtuu82jdQnPgcXdNgAAAAKgqalJx48fV2VlpS5cuNBxN4uoqCgNHDhQycnJSk5Olt1u16OPPtrpNioqKrRo0SLD3TYIz4FFeAYAAOgFFy5cUElJifbt26cjR47oxIkTbg89cRUeHq6kpCSdOHHC7bXq6molJCTo7bff1tatW5WTk6PW1tYePxwF3iE8AwAA+InT6dTBgwf161//WiUlJWpoaPDq/e3t7Z0G5+uvv17x8fGSvr0rx4wZM/T6669zi7kAY28DAAD4QVlZmZKTk5Wenq6tW7d6HZwv58iRI0pOTlZZWVnH2NChQzV37ly/fQ54xtLhuampSf/8z/+stLQ0jRo1SlFRUYqNjdXNN9+sX//612ptbTW7RAAIObW1tbLZbIaPfv366aqrrlJWVpbb7bWKiorc1u/qIz093ZwvCuiBzz77TPfee6+mTZumDz74oNv1ExISlJaWpmnTpmnatGlKS0tTQkJCt+/74IMPNG3aNN13333629/+5o/S4QNLX7bx9ddfa/Pmzbrxxht15513asSIEfryyy/1xhtv6B//8R/12muv6Y033uDfHQDgg4SEBM2ePVuSdPHiRZWXl6ukpESvv/66ysrKlJaWJkmaOHGinnzyyctua9OmTTp79qySk5N7vW7AX5xOp1588UX97Gc/04ULFzpdJzw8XHfeeae+//3v6/rrr9d1112ngQMHdrpudna2CgoKuv28r732mnbv3q01a9ZowYIFPfoa4D1Lh+fvfOc7On/+vNtz7Nva2jRt2jTt3btXb7zxhu68806TKgSA0JWYmKinnnrKMJabm6uVK1fqiSee0IEDByR9E54nTpzY5XbWrl2rs2fPKiUlRWvXru3FigH/aWtr09KlS7Vp06ZOXx8/frwefvhhzZ49W7Gxsd1u76uvvuo0OOfk5Oh3v/ud23XQFy5cUHZ2to4dO6Z169YpIsLSkS6oWPqUa1hYmFtwlqSIiAjNnDlT0jczVwEA/vHwww9LksrLyz1av6ysTDk5OYqJidHOnTsVFRXVm+UBftHS0qKsrKxOg/PQoUNVUFCgyspKLV++3KPgLElXXnml21haWppyc3NVWVmp/Px8DRkyxG2djRs3Kisry/C4bvQuS4fnrjgcDr355puSpGuvvdbkagDAejw5C3by5Endc889stlsKikp0ZgxYwJQGdAzra2tmjVrlnbu3On22oMPPqgTJ05o/vz5Xl0S+tZbb3Xc8/nvXZocGBYWpgULFujDDz/Ugw8+6Lbezp07NWvWLOZyBUifOMff0tKiX/ziF3I6nTp37pz27dunEydOaO7cubr99tvNLg8ALGPLli2SpFtuueWy6128eFEzZszQF198oQ0bNnRcHw0EuyeeeEK7du0yjEVGRqqoqEj33Xef19vr6kmCW7ZsUb9+/QxjMTExKioqUkZGhubOnWs427xr1y6tWrVKv/zlL72uAd7pM+F59erVHcs2m03Lly8PyW8wp9Pp11vfhAr+mvZda2urLl686PdtwjdWOh7V1dUd1zxfmjC4f/9+jRw5UmvWrLnsex966CEdPXpUc+fO1eLFiwNQbeesdDysINiPR2lpqfLy8gxjAwYM0B/+8Aef7xTT1ZMEL10C1Zn7779fo0aN0l133WXYX3l5ebr99ts1depUn2qBZ/pEeL7iiivkdDrlcDj02WefadeuXXr88cf17rvv6j/+4z80aNAgs0v0WENDg6644gqzy0AIKSwsVGFhodll4L9Z6XjU1NQYTkxIUmxsrA4dOqTExMQu3/fss89q27ZtSk1N1ebNm3u7zMuy0vGwgmA+HnV1dZozZ45hrF+/fnrzzTe7/U9LV7766itt2LDBbdyT+Vjp6el68803NWXKlI4/EJxOp+bMmaMjR44oJibGp5rQvT51zXNYWJhGjx6thQsX6sUXX9Q777yjZ5991uyyACAkTZ8+XU6nU06nU3V1dVqzZo3q6ur0wx/+UF9//XWn79m9e7dWrVql2NhYbd++XXa7PcBVA77Jzs7WmTNnDGPPPfecz8FZ6nqSoCf3fJa+uTzK9Uz46dOntXDhQp9rQvf6xJnnzmRkZEj65iL9UNK/f/8ufylZ2bJly4L2bESwmzdvntatW+fXbXI8fGfV4zFixAgtX75c58+f1zPPPKOf//znWr9+vWGdv/zlL/rJT36iiIgIbdu2TVdddZU5xf4dqx6PUBWsx6OystJtguAPfvCDLi+58ER3kwQ99eijj6q0tFRvvPFGx9iOHTt0/PhxTZgwwef60LU+G54/++wzSXK7GD/Y2Ww2DRgwwOwyAi7UjlMw6devn9+/ZzgevrP68Xj88cf10ksv6Ve/+pWWLl2quLg4SVJ9fb1+9KMf6fz588rPz9fNN99sbqH/zerHI9QE6/F44YUXDMvf+c53Op6c6QtvJgl2JywsTEVFRRo/fry+/PJLQ82XJvDCvyx92cbx48c7nVzX0NCgf/7nf5b0zV+OAAD/iI6OVk5OjlpbW/X0009L+iYozJ49u+MWXjwRDaHk9OnTevXVVw1jjzzyiEaMGOHzNn2ZJHg5MTExeuSRRwxjr7zyik6fPu3T9nB5lj7zXFxcrBdeeEG33HKL4uLiNGjQIP31r3/VG2+8oXPnzunWW2/VsmXLzC4TACxl/vz5ysvL08svv6zHH39cO3bs0K5duxQZGalhw4a5PZXQVXevA4FUUFBguCVcZGRkj+4Q05NJgpezePFirVmzpqPWlpYWFRQU6Mknn+zRduHO0uH5rrvu0meffab/+3//r9599119/fXXGjx4sP7H//gfuvfee/WP//iPPM4SAPwsKipKK1eu1JIlS7R69eqOh0W0tLR4dItQwjOCyR//+EfD8pw5czRy5Eift9fTSYJdiY2N1ezZs/XSSy91jO3fv5/w3AssnRy/+93v6rvf/a7ZZQCApcTFxcnpdF52ncWLFxvOzhUVFfVyVYD/tbW16fDhw4axGTNm+Lw9f00S7MqMGTMM4fnw4cNqa2vjRKGfWfqaZwAAAF8dO3bMbe5UamqqT9vy5yTBrrjWdvHiRVVWVvpl2/gW4RkAAKAT7733nmE5ISHB54mC/p4k2JmYmBjFx8cbxly/BvQc4RkAAKATH3/8sWF50qRJPm2ntyYJdsa1RtevAT1HeAYAAOhEY2OjYXnw4ME+bae3Jgl2xrVG168BPccV5AAAAJ346U9/qnvvvVeNjY1qbGzUqFGjvN5Gb08SdLVkyRLNmjVL0dHRio6ODooneVoN4RkAAKATo0eP1ujRo31+fyAmCbqaOHGiJk6c2Cvbxje4bAMAAKAXBGKSIAKP8AwAAOBngZwkiMAiPAMAAPhZICcJIrAIzwAAAH4U6EmCCCzCMwBYjMPhMLuEoMW+QW9/D5gxSdBf6A/PEJ4BIMTZ7XbDcktLi0mVBL/m5mbDclRUlEmVIFAC3R+hPEmQ/vAM4RkAQpzrL7iGhgaTKgl+rvuGcGB9geyPUJ8kSH94hvAMACFu+PDhhuVPPvnEpEqC36effmpYHjZsmEmVIFAC2R+hPkmQ/vAM4RkAQlxiYqJhOVTOcpmhqqrKsJyUlGRSJQiUQPXH8ePHQ36SIP3hGcIzAIQ4119wZ86cUX19vUnVBK/6+nrV1dUZxggH1heI/nA6nVq8eLHbeChMEryE/vAc4RkAQlx8fLxsNpthzPUMEtz3SVhYmMaNG2dSNQiUQPRHS0uLJkyYoLCwb2PVzTffHBKTBC+hPzxHeAaAEGe32zV27FjDWCj9qzhQSktLDctjx451uxMDrCcQ/WG327Vx40YdPnxYN910kwYNGqRt27b59XP0NvrDc4RnALCA6dOnG5ZLSkpMqiR4ue4T130G6wpUf0yaNElvv/223n33XcXGxvbK5+gt9IfnCM8AYAGZmZmG5fLycp08edKkaoJPTU2NKioqDGOu+wzWFcj+CAsL04QJE3pl272F/vAO4RkALGDy5MkaMWKEYayz+832VRs3bjQsx8TEKC0tzaRqEGj0x+XRH94hPAOABUREROjuu+82jG3YsEHHjh0zqaLgcfToUbeg9OMf/1gREREmVYRAoz+6Rn94j/AMABaxfPlywwSf9vZ2LVq0SA6Hw8SqzOVwOLRo0SK1t7d3jNntdi1fvtzEqmAG+sMd/eEbwjMAWERCQoIee+wxw9jBgweVnZ3dJwOCw+FQdna2Dh06ZBjPyckJmSe+wX/oDyP6w3eEZwCwkBUrVrjdlquwsLDPBYRLwaCwsNAwHhcXpxUrVphUFcxGf3yD/ugZwjMAWEj//v314osvul2vWFhYqPT0dB09etSkygLn6NGjSk9PdwsGERERKigoUHR0tEmVwWz0B/3hD4RnALCYjIwMFRcXuwWEQ4cOadKkSVq2bJlqampMqq731NTUaNmyZZo0aZLbv6IjIiJUXFysjIwMk6pDsKA/6I+eIjwDgAXNnDmz04DQ3t6u9evXKzExUSkpKcrNzVV5ebnq6+tNqtR39fX1Ki8vV25urlJSUpSYmKj169cbJj9J3waDmTNnmlQpgg398S36w3vchwQALGrmzJnavXu3FixYoNraWrfXKyoqVFFRoZUrV0r65t6uSUlJGj16tPr37y+73a6wsOA4x+JwONTc3KyGhgZ9+umnqqqqUl1dXbfvi4uLU0FBAWfU4Ib+oD98RXgGAAvLyMjQ8ePHlZubq7y8PDU3N3e5bl1dnUe/cEOB3W5XTk6OVqxYwTWc6BL9QX/4Ijj+ZAIA9Jro6GitXr1alZWVys7OdnvSmpXExMQoOztblZWVWr16NcEA3aI/4C3CMwD0EQkJCdq8ebM+++wz7du3T9nZ2Ro3bpxsNpvZpfnMZrNp3Lhxys7O1r59+/TXv/5Vmzdv5j618Br9AU9x2QYA9DERERGaMmWKpkyZIklqbm7WRx99pKqqKlVVVencuXNqampSU1OTyZUaRUVFKSoqSsOGDVNSUpKSkpI0btw4w1PjgJ6iP9AdwjMA9HF2u13jx4/X+PHjzS4FCDr0B1xx2QYAAADgIcIzAAAA4CHCMwAAAOAhwjMAAADgIcIzAAAA4CHCMwAAAOAhwjMAAADgIcIzAAAA4CHCMwAAAOAhwjMAAADgIcIzAAAA4CHCMwAAAOAhwjMAAADgIcIzAAAA4CHCMwAAAOAhwjMAAADgIcIzAAAA4CHCMwAAAOAhwjMAAADgoQizCwAAmKu5uVknT55UVVWVqqurdfbsWTU1Nam5udns0gzsdruioqI0fPhwJSYmKikpSfHx8bLb7WaXBgujP+CK8AwAfUxbW5sOHDigkpIS7dmzR6dOnZLT6TS7LJ/YbDaNHTtW06dPV2ZmpiZPnqyICH61wXf0B7rDZRsA0EdUV1dr4cKFGjVqlKZOnaqCggLV1taGbDCQJKfTqdraWhUUFGjq1KkaNWqUFi5cqJqaGrNLQ4ihP+ApwjMAWFxDQ4NWrVql5ORk5efn6/PPPze7pF7z+eefKz8/X8nJyVq1apUaGhrMLglBjv6Atzh3DwAWtnfvXs2fP1+nTp3qdt2RI0cqMTFRY8aMUf/+/RUZGamwsOA4x+JwONTS0qKGhgZ98sknqq6u1pkzZ7pcv7m5WU8//bReeeUVFRQUKCMjI4DVIlTQH/SHLwjPAGBRO3fuVFZWltra2jp9PSUlRZmZmZo6daqSkpI0aNCgAFfYM/X19aqqqlJZWZmKi4tVUVHhtk5tba3uvPNOFRcXa+bMmSZUiWBFf9AfvgqOP5kAAH7VVTAIDw/X0qVLVVNTo8OHDysnJ0cpKSkhFwwkadCgQUpJSVFOTo7Ky8tVXV2tpUuXKjw83LBeW1ubsrKytHPnTpMqRbChP75Ff3iP8AwAFrN3795Og0FaWpref/99rVu3TvHx8SZV13sSEhK0bt06vf/++0pLSzO8dikg7N2716TqECz6Qn8cOnTIbYz+8B/CMwBYSENDg+bPn+8WDObNm6f9+/fr2muvNamywLn22mu1f/9+zZs3zzDe1tamBQsWqLGx0aTKYDar94fD4dCKFSv08ssvd7kO/dFzhGcAsJDc3Fy3yU/z5s1Tfn5+0ExuCoSwsDDl5+e7BYTa2lrl5uaaVBXMZuX+aGxs1D333KO8vDzddNNNl12X/uiZ0P5OAQB0qK6u1nPPPWcYS0tLs0Qw8MWlgHDrrbcaxvPy8rjPbR9k5f44c+aM0tPTtW3bNknqNjxL9EdPhPZ3CwCgw9q1aw2PDA4PD9emTZtCPhj0RFhYmDZt2mSYJNXc3Kznn3/exKpgBqv2R2VlpVJTU/XnP/9ZkjRkyBBdc801Hr2X/vBNaH/HAAAkfXO94vbt2w1jS5YsCflrOP3huuuu05IlSwxjO3bs6PIWZbAeq/ZHWVmZvve97xkuRUlNTfXqDwL6w3uEZwCwgAMHDrg9Gc31F2JftnjxYsNyXV2dDh48aFI1CDQr9seWLVt0xx13qL6+3jDuySUbrugP7xCeAcACSkpKDMspKSkhf7stf0pISNANN9xgGHPdZ7AuK/WHw+FQTk6O5s2b1+nZYV/CM/3hHcIzAFjAnj17DMuZmZkmVRK8XPeJ6z6DdVmlPxobG5WVleU28fESm82m1NRUn7ZNf3iO8AwAIa65udnt9ltTp041qZrgNW3aNMPyqVOnDBPIYE1W6Y9Ld9RwvXb7702YMEGDBw/2afv0h+cIzwAQ4k6ePCmn02kYu/rqq02qJnglJSUZlh0Ohz766COTqkGgWKE/XO+o0RVfLtm4hP7wHOEZAEJcVVWVYXnkyJEaOHCgSdUEr0GDBikmJsYw5rrvYD2h3h+lpaVud9SQpMGDB7vdVaMn4Zn+8BzhGQBCXHV1tWE5MTHRpEqCn+vZNcKB9YVyfxQWFnZ6R424uDgVFxfL4XAYxnsSniX6w1OEZwAIcWfPnjUsjxkzxqRKgt/o0aMNy+fOnTOpEgRKKPbHpTtqzJ8/X+3t7YbXUlNT9d577+n8+fOGcW8ejtIV+sMzEWYXAADomaamJsNy//79Taok+LnuG9d9B+sJtf5oaGjQAw880OnEwMzMTG3dulXR0dF69913Da95+3CUztAfniE8A0CIc50RHxkZaVIlwc9utxuWCQfWF0r98cUXX+iOO+7ocmJgbGysoqOjJcktPPf0kg2J/vAUl20AgMX09OyTlbFvEMzfA0OGDFF2drZGjBjR6esbNmyQzWZTaWmpKioqDK/5IzwH874JJuwlAACAIBAWFqa5c+fqww8/1KJFi7oMsxkZGWppaelY7snDUeA9wjMAAEAQGTp0qDZu3KjDhw97tH5PHo4C7xGeAQAAgpDrHTW64o9LNuA5wjMAAECQcTqduu222zxal/AcWNxtAwAAIACampp0/PhxVVZW6sKFCx13s4iKitLAgQOVnJys5ORk2e12Pfroo51uo6KiQosWLTLcbYPwHFiEZwAAgF5w4cIFlZSUaN++fTpy5IhOnDjh9tATV+Hh4UpKStKJEyfcXquurlZCQoLefvttbd26VTk5OWptbe3xw1HgHcIzAACAnzidTh08eFC//vWvVVJSooaGBq/e397e3mlwvv766xUfHy/p27tyzJgxQ6+//jq3mAsw9jYAAIAflJWVKTk5Wenp6dq6davXwflyjhw5ouTkZJWVlXWMDR06VHPnzvXb54Bn+mR4zsvLk81mk81m03vvvWd2OQAQUmprazt+hl766Nevn6666iplZWW53V6rqKjIbf2uPtLT0835ooAe+Oyzz3Tvvfdq2rRp+uCDD7pdPyEhQWlpaZo2bZqmTZumtLQ0JSQkdPu+Dz74QNOmTdN9992nv/3tb/4oHT7oc5dtHDt2TE8++aQGDBigixcvml0OAISshIQEzZ49W5J08eJFlZeXq6SkRK+//rrKysqUlpYmSZo4caKefPLJy25r06ZNOnv2rJKTk3u9bsBfnE6nXnzxRf3sZz/ThQsXOl0nPDxcd955p77//e/r+uuv13XXXaeBAwd2um52drYKCgq6/byvvfaadu/erTVr1mjBggU9+hrgvT4VnltbW/Xggw9q4sSJSkpK0quvvmp2SQAQshITE/XUU08ZxnJzc7Vy5Uo98cQTOnDggKRvwvPEiRO73M7atWt19uxZpaSkaO3atb1YMeA/bW1tWrp0qTZt2tTp6+PHj9fDDz+s2bNnKzY2ttvtffXVV50G55ycHP3ud79zuw76woULys7O1rFjx7Ru3TpFRPSpSGeqPnXZxrPPPqvKykq99NJLCg8PN7scALCchx9+WJJUXl7u0fplZWXKyclRTEyMdu7cqaioqN4sD/CLlpYWZWVldRqchw4dqoKCAlVWVmr58uUeBWdJuvLKK93G0tLSlJubq8rKSuXn52vIkCFu62zcuFFZWVmGx3Wjd/WZ8FxRUaFnn31WTz75pCZMmGB2OQBgaZ6cBTt58qTuuece2Ww2lZSUaMyYMQGoDOiZ1tZWzZo1Szt37nR77cEHH9SJEyc0f/58r+6A8dZbb3Xc8/nvXZocGBYWpgULFujDDz/Ugw8+6Lbezp07NWvWLLW2tnrxlcBXfSI8Nzc364EHHtDEiRP12GOPmV0OAFjWli1bJEm33HLLZde7ePGiZsyYoS+++ELr1q3ruD4aCHZPPPGEdu3aZRiLjIzUb3/7WxUVFSkmJsar7XX1JMEtW7aoX79+hrGYmBgVFRXpN7/5jSIjIw2v7dq1S6tWrfLqc8M3feICmVWrVqmqqkrl5eUhf7mG0+n0661vQgV/TfuutbXV75NjOR6+s9LxqK6u7rjm+dKEwf3792vkyJFas2bNZd/70EMP6ejRo5o7d64WL14cgGo7Z6XjYQXBfjxKS0uVl5dnGBswYID+8Ic/+HynmK6eJHjpEqjO3H///Ro1apTuuusuw/7Ky8vT7bffrqlTp/pUCzxj+fD87rvv6vnnn9dTTz2la6+91uxyeqyhoUFXXHGF2WUghBQWFqqwsNDsMvDfrHQ8ampqtHr1asNYbGysDh06pMTExC7f9+yzz2rbtm1KTU3V5s2be7vMy7LS8bCCYD4edXV1mjNnjmGsX79+evPNN7v9T0tXvvrqK23YsMFtvLq6utv3pqen680339SUKVM6/kBwOp2aM2eOjhw54vUZcHjO0pdttLW16cEHH9T/+B//QytWrDC7HACwlOnTp8vpdMrpdKqurk5r1qxRXV2dfvjDH+rrr7/u9D27d+/WqlWrFBsbq+3bt8tutwe4asA32dnZOnPmjGHsueee8zk4S11PEvTkns/SN5dHuZ4JP336tBYuXOhzTeiepc88f/3116qqqpIkt2uDLrnpppskfXOx/YwZMwJVms/69+/f5S8lK1u2bFnQno0IdvPmzdO6dev8uk2Oh++sejxGjBih5cuX6/z583rmmWf085//XOvXrzes85e//EU/+clPFBERoW3btumqq64yp9i/Y9XjEaqC9XhUVla6TRD8wQ9+0OUlF57obpKgpx599FGVlpbqjTfe6BjbsWOHjh8/zg0Seomlw7Pdbu/ymqGDBw+qqqpKP/zhDzVixAjFxcUFtjgf2Ww2DRgwwOwyAs510gQ8169fP79/z3A8fGf14/H444/rpZde0q9+9SstXbq042drfX29fvSjH+n8+fPKz8/XzTffbG6h/83qxyPUBOvxeOGFFwzL3/nOdzqenOkLbyYJdicsLExFRUUaP368vvzyS0PNlybwwr8sHZ6jo6O7/MZ56KGHVFVVpZUrV+p//a//FeDKAMCaoqOjlZOTo0cffVRPP/20/u3f/k1Op1OzZ8/uuIUXT0RDKDl9+rTbQ9UeeeQRjRgxwudt+jJJ8HJiYmL0yCOP6Nlnn+0Ye+WVV/TMM894fJ9peM7S4RkAEHjz589XXl6eXn75ZT3++OPasWOHdu3apcjISA0bNsztqYSuunsdCKSCggLDA0giIyN7dIeYnkwSvJzFixdrzZo1HbW2tLSooKBATz75ZI+2C3eEZwCAX0VFRWnlypVasmSJVq9e3fGwiJaWFv3yl7/s9v2EZwSTP/7xj4blOXPmaOTIkT5vr6eTBLsSGxur2bNn66WXXuoY279/P+G5F1j6bhuXU1RUJKfTySUbAOCluLg4OZ1Ovfnmm12us3jxYjmdTr388ssdP289/QCCRVtbmw4fPmwY68nNBfw1SbArrrUdPnxYbW1tftk2vtVnwzMAAMDlHDt2zO3BZKmpqT5ty5+TBLviWtvFixdVWVnpl23jW4RnAACATrz33nuG5YSEBJ8nCvp7kmBnYmJiFB8fbxhz/RrQc4RnAACATnz88ceG5UmTJvm0nd6aJNgZ1xpdvwb0HOEZAACgE42NjYblwYMH+7Sd3pok2BnXGl2/BvQcd9sAAADoxE9/+lPde++9amxsVGNjo0aNGuX1Nnp7kqCrJUuWaNasWYqOjlZ0dHRQPMnTagjPAAAAnRg9erRGjx7t8/sDMUnQ1cSJEzVx4sRe2Ta+wWUbAAAAvSAQkwQReIRnAAAAPwvkJEEEFuEZAADAzwI5SRCBRXgGAADwo0BPEkRgEZ4BwGIcDofZJQQt9g16+3vAjEmC/kJ/eIbwDAAhzm63G5ZbWlpMqiT4NTc3G5ajoqJMqgSBEuj+COVJgvSHZwjPABDiXH/BNTQ0mFRJ8HPdN4QD6wtkf4T6JEH6wzOEZwAIccOHDzcsf/LJJyZVEvw+/fRTw/KwYcNMqgSBEsj+CPVJgvSHZwjPABDiEhMTDcuhcpbLDFVVVYblpKQkkypBoASqP44fPx7ykwTpD88QngEgxLn+gjtz5ozq6+tNqiZ41dfXq66uzjBGOLC+QPSH0+nU4sWL3cZDYZLgJfSH5wjPABDi4uPjZbPZDGOuZ5Dgvk/CwsI0btw4k6pBoASiP1paWjRhwgSFhX0bq26++eaQmCR4Cf3hOcIzAIQ4u92usWPHGsZC6V/FgVJaWmpYHjt2rNudGGA9gegPu92ujRs36vDhw7rppps0aNAgbdu2za+fo7fRH54jPAOABUyfPt2wXFJSYlIlwct1n7juM1hXoPpj0qRJevvtt/Xuu+8qNja2Vz5Hb6E/PEd4BgALyMzMNCyXl5fr5MmTJlUTfGpqalRRUWEYc91nsK5A9kdYWJgmTJjQK9vuLfSHdwjPAGABkydP1ogRIwxjnd1vtq/auHGjYTkmJkZpaWkmVYNAoz8uj/7wDuEZACwgIiJCd999t2Fsw4YNOnbsmEkVBY+jR4+6BaUf//jHioiIMKkiBBr90TX6w3uEZwCwiOXLlxsm+LS3t2vRokVyOBwmVmUuh8OhRYsWqb29vWPMbrdr+fLlJlYFM9Af7ugP3xCeAcAiEhIS9NhjjxnGDh48qOzs7D4ZEBwOh7Kzs3Xo0CHDeE5OTsg88Q3+Q38Y0R++IzwDgIWsWLHC7bZchYWFfS4gXAoGhYWFhvG4uDitWLHCpKpgNvrjG/RHzxCeAcBC+vfvrxdffNHtesXCwkKlp6fr6NGjJlUWOEePHlV6erpbMIiIiFBBQYGio6NNqgxmoz/oD38gPAOAxWRkZKi4uNgtIBw6dEiTJk3SsmXLVFNTY1J1vaempkbLli3TpEmT3P4VHRERoeLiYmVkZJhUHYIF/UF/9BThGQAsaObMmZ0GhPb2dq1fv16JiYlKSUlRbm6uysvLVV9fb1Klvquvr1d5eblyc3OVkpKixMRErV+/3jD5Sfo2GMycOdOkShFs6I9v0R/e4z4kAGBRM2fO1O7du7VgwQLV1ta6vV5RUaGKigqtXLlS0jf3dk1KStLo0aPVv39/2e12hYUFxzkWh8Oh5uZmNTQ06NNPP1VVVZXq6uq6fV9cXJwKCgo4owY39Af94SvCMwBYWEZGho4fP67c3Fzl5eWpubm5y3Xr6uo8+oUbCux2u3JycrRixQqu4USX6A/6wxfB8ScTAKDXREdHa/Xq1aqsrFR2drbbk9asJCYmRtnZ2aqsrNTq1asJBugW/QFvEZ4BoI9ISEjQ5s2b9dlnn2nfvn3Kzs7WuHHjZLPZzC7NZzabTePGjVN2drb27dunv/71r9q8eTP3qYXX6A94iss2AKCPiYiI0JQpUzRlyhRJUnNzsz766CNVVVWpqqpK586dU1NTk5qamkyu1CgqKkpRUVEaNmyYkpKSlJSUpHHjxhmeGgf0FP2B7hCeAaCPs9vtGj9+vMaPH292KUDQoT/giss2AAAAAA8RngEAAAAPEZ4BAAAADxGeAQAAAA8RngEAAAAPEZ4BAAAADxGeAQAAAA8RngEAAAAPEZ4BAAAADxGeAQAAAA8RngEAAAAPEZ4BAAAADxGeAQAAAA8RngEAAAAPEZ4BAAAADxGeAQAAAA8RngEAAAAPEZ4BAAAADxGeAQAAAA9FmF0AAMBczc3NOnnypKqqqlRdXa2zZ8+qqalJzc3NZpdmYLfbFRUVpeHDhysxMVFJSUmKj4+X3W43uzRYGP0BV4RnAOhj2tradODAAZWUlGjPnj06deqUnE6n2WX5xGazaezYsZo+fboyMzM1efJkRUTwqw2+oz/QHS7bAIA+orq6WgsXLtSoUaM0depUFRQUqLa2NmSDgSQ5nU7V1taqoKBAU6dO1ahRo7Rw4ULV1NSYXRpCDP0BTxGeAcDiGhoatGrVKiUnJys/P1+ff/652SX1ms8//1z5+flKTk7WqlWr1NDQYHZJCHL0B7zFuXsAsLC9e/dq/vz5OnXqVLfrjhw5UomJiRozZoz69++vyMhIhYUFxzkWh8OhlpYWNTQ06JNPPlF1dbXOnDnT5frNzc16+umn9corr6igoEAZGRkBrBahgv6gP3xBeAYAi9q5c6eysrLU1tbW6espKSnKzMzU1KlTlZSUpEGDBgW4wp6pr69XVVWVysrKVFxcrIqKCrd1amtrdeedd6q4uFgzZ840oUoEK/qD/vBVcPzJBADwq66CQXh4uJYuXaqamhodPnxYOTk5SklJCblgIEmDBg1SSkqKcnJyVF5erurqai1dulTh4eGG9dra2pSVlaWdO3eaVCmCDf3xLfrDe4RnALCYvXv3dhoM0tLS9P7772vdunWKj483qbrek5CQoHXr1un9999XWlqa4bVLAWHv3r0mVYdg0Rf649ChQ25j9If/EJ4BwEIaGho0f/58t2Awb9487d+/X9dee61JlQXOtddeq/3792vevHmG8ba2Ni1YsECNjY0mVQazWb0/HA6HVqxYoZdffrnLdeiPniM8A4CF5Obmuk1+mjdvnvLz84NmclMghIWFKT8/3y0g1NbWKjc316SqYDYr90djY6Puuece5eXl6aabbrrsuvRHz4T2dwoAoEN1dbWee+45w1haWpolgoEvLgWEW2+91TCel5fHfW77ICv3x5kzZ5Senq5t27ZJUrfhWaI/eiK0v1sAAB3Wrl1reGRweHi4Nm3aFPLBoCfCwsK0adMmwySp5uZmPf/88yZWBTNYtT8qKyuVmpqqP//5z5KkIUOG6JprrvHovfSHb0L7OwYAIOmb6xW3b99uGFuyZEnIX8PpD9ddd52WLFliGNuxY0eXtyiD9Vi1P8rKyvS9733PcClKamqqV38Q0B/eIzwDgAUcOHDA7clorr8Q+7LFixcbluvq6nTw4EGTqkGgWbE/tmzZojvuuEP19fWGcU8u2XBFf3iH8AwAFlBSUmJYTklJCfnbbflTQkKCbrjhBsOY6z6DdVmpPxwOh3JycjRv3rxOzw77Ep7pD+8QngHAAvbs2WNYzszMNKmS4OW6T1z3GazLKv3R2NiorKwst4mPl9hsNqWmpvq0bfrDc4RnAAhxzc3Nbrffmjp1qknVBK9p06YZlk+dOmWYQAZrskp/XLqjhuu1239vwoQJGjx4sE/bpz88R3gGgBB38uRJOZ1Ow9jVV19tUjXBKykpybDscDj00UcfmVQNAsUK/eF6R42u+HLJxiX0h+cIzwAQ4qqqqgzLI0eO1MCBA02qJngNGjRIMTExhjHXfQfrCfX+KC0tdbujhiQNHjzY7a4aPQnP9IfnCM8AEOKqq6sNy4mJiSZVEvxcz64RDqwvlPujsLCw0ztqxMXFqbi4WA6HwzDek/As0R+eIjwDQIg7e/asYXnMmDEmVRL8Ro8ebVg+d+6cSZUgUEKxPy7dUWP+/Plqb283vJaamqr33ntP58+fN4x783CUrtAfnokwuwAAQM80NTUZlvv3729SJcHPdd+47jtYT6j1R0NDgx544IFOJwZmZmZq69atio6O1rvvvmt4zduHo3SG/vAM4RkAQpzrjPjIyEiTKgl+drvdsEw4sL5Q6o8vvvhCd9xxR5cTA2NjYxUdHS1JbuG5p5dsSPSHp7hsAwAspqdnn6yMfYNg/h4YMmSIsrOzNWLEiE5f37Bhg2w2m0pLS1VRUWF4zR/hOZj3TTBhLwEAAASBsLAwzZ07Vx9++KEWLVrUZZjNyMhQS0tLx3JPHo4C7xGeAQAAgsjQoUO1ceNGHT582KP1e/JwFHiP8AwAABCEXO+o0RV/XLIBzxGeAQAAgozT6dRtt93m0bqE58DibhsAAAAB0NTUpOPHj6uyslIXLlzouJtFVFSUBg4cqOTkZCUnJ8tut+vRRx/tdBsVFRVatGiR4W4bhOfAIjwDAAD0ggsXLqikpET79u3TkSNHdOLECbeHnrgKDw9XUlKSTpw44fZadXW1EhIS9Pbbb2vr1q3KyclRa2trjx+OAu8QngEAAPzE6XTq4MGD+vWvf62SkhI1NDR49f729vZOg/P111+v+Ph4Sd/elWPGjBl6/fXXucVcgLG3AQAA/KCsrEzJyclKT0/X1q1bvQ7Ol3PkyBElJyerrKysY2zo0KGaO3eu3z4HPGP58BwXFyebzdbpR3p6utnlAUDIqa2tdft52q9fP1111VXKyspyu71WUVFRlz+H+bkMK/jss8907733atq0afrggw+6XT8hIUFpaWmaNm2apk2bprS0NCUkJHT7vg8++EDTpk3Tfffdp7/97W/+KB0+6BOXbQwePFhLly51G4+Liwt4LQBgFQkJCZo9e7Yk6eLFiyovL1dJSYlef/11lZWVKS0tTZI0ceJEPfnkk5fd1qZNm3T27FklJyf3et2AvzidTr344ov62c9+pgsXLnS6Tnh4uO688059//vf1/XXX6/rrrtOAwcO7HTd7OxsFRQUdPt5X3vtNe3evVtr1qzRggULevQ1wHt9IjwPGTJETz31lNllAIClJCYmuv1szc3N1cqVK/XEE0/owIEDkr4JzxMnTuxyO2vXrtXZs2eVkpKitWvX9mLFgP+0tbVp6dKl2rRpU6evjx8/Xg8//LBmz56t2NjYbrf31VdfdRqcc3Jy9Lvf/c7tOugLFy4oOztbx44d07p16xQR0SciXVCw/GUbAIDAefjhhyVJ5eXlHq1fVlamnJwcxcTEaOfOnYqKiurN8gC/aGlpUVZWVqfBeejQoSooKFBlZaWWL1/uUXCWpCuvvNJtLC0tTbm5uaqsrFR+fr6GDBnits7GjRuVlZVleFw3elefCM/Nzc0qKirSL37xC23cuFF/+tOfzC4JACzNk7NgJ0+e1D333CObzaaSkhKNGTMmAJUBPdPa2qpZs2Zp586dbq89+OCDOnHihObPn+/VHTDeeuutjns+/71LkwPDwsK0YMECffjhh3rwwQfd1tu5c6dmzZql1tZWL74S+KpPnOM/ffq022zU//k//6f+z//5Px5doA8A8MyWLVskSbfccstl17t48aJmzJihL774Qhs2bOi4PhoIdk888YR27dplGIuMjFRRUZHuu+8+r7fX1ZMEt2zZon79+hnGYmJiVFRUpIyMDM2dO9dwtnnXrl1atWqVfvnLX3pdA7xj+fA8d+5c3Xrrrbr22mt1xRVX6C9/+YteeOEFvfLKK7r99tt19OjRLi/cD0ZOp9Ovt74JFfw17bvW1lZdvHjR79uEb6x0PKqrqzuueb40YXD//v0aOXKk1qxZc9n3PvTQQzp69Kjmzp2rxYsXB6DazlnpeFhBsB+P0tJS5eXlGcYGDBigP/zhDz7fKaarJwleugSqM/fff79GjRqlu+66y7C/8vLydPvtt2vq1Kk+1QIPOfuoOXPmOCU5165da3YpXvn666+dkvr8xyOPPGL2oQhajzzyCMcjiFjxeHz00Uddfu7Y2FhnVVXVZd//zDPPOCU5U1NTnU1NTb1aqysrHo9QFkrH48yZM86RI0cattWvXz/noUOHfP76v/zyy05rrK6u9uj9hw4dcvbr18+tB8+cOeNTPa7Hg+/dzvWJa547c+nWLu+8847JlQBAaJo+fbqcTqecTqfq6uq0Zs0a1dXV6Yc//KG+/vrrTt+ze/durVq1SrGxsdq+fbvsdnuAqwZ8k52drTNnzhjGnnvuuW4vUbqcriYJenpJ6S233OJ2Jvz06dNauHChzzWhe5a/bKMrw4cPlyS//3uot/Xv37/LX0pWtmzZMhUWFppdRkiaN2+e1q1b59dtcjx8Z9XjMWLECC1fvlznz5/XM888o5///Odav369YZ2//OUv+slPfqKIiAht27ZNV111lTnF/h2rHo9QFazHo7Ky0m2C4A9+8IMuL7nwRHeTBD316KOPqrS0VG+88UbH2I4dO3T8+HFNmDDB5/rQtT4bni/dcSPUHpRis9k0YMAAs8sIONdJE/Bcv379/P49w/HwndWPx+OPP66XXnpJv/rVr7R06dKOn7H19fX60Y9+pPPnzys/P18333yzuYX+N6sfj1ATrMfjhRdeMCx/5zvf6Xhypi+cXkwS7E5YWJiKioo0fvx4ffnll4aaL03ghX9Z+rKNEydOdDq57sSJE8rJyZH0zUX3AAD/iI6OVk5OjlpbW/X0009L+iYozJ49u+MWXjwRDaHk9OnTevXVVw1jjzzyiEaMGOHzNn2ZJHg5MTExeuSRRwxjr7zyik6fPu3T9nB5lj7z/Nprr+mFF15QWlqaxo4dqwEDBugvf/mL/uM//kOtra1auXIlt0cCAD+bP3++8vLy9PLLL+vxxx/Xjh07tGvXLkVGRmrYsGHdPvGVJ8IimBQUFBhuCRcZGdmjO8R89dVX2rBhg9t4dXW1z9uUpMWLF2vNmjUdtba0tKigoEBPPvlkj7YLd5YOz7fddps++OAD/b//9/906NAhNTQ0aPjw4frBD36gRx55RBkZGWaXCACWExUVpZUrV2rJkiVavXp1x8MiWlpaPLoHLeEZweSPf/yjYXnOnDkaOXKkz9vr6STBrsTGxmr27Nl66aWXOsb2799PeO4Flg7PkydP1uTJk80uAwAsJS4uTk6n87LrLF682HB2rqioqJerAvyvra1Nhw8fNozNmDHD5+35a5JgV2bMmGEIz4cPH1ZbW5tHT/yE5yx9zTMAAICvjh075jZ3KjU11adt+XOSYFdca7t48aIqKyv9sm18i/AMAADQiffee8+wnJCQ4PNEQX9PEuxMTEyM4uPjDWOuXwN6jvAMAADQiY8//tiwPGnSJJ+201uTBDvjWqPr14CeIzwDAAB0orGx0bA8ePBgn7bTW5MEO+Nao+vXgJ7jCnIAAIBO/PSnP9W9996rxsZGNTY2atSoUV5vo7cnCbpasmSJZs2apejoaEVHRwfFkzythvAMAADQidGjR2v06NE+vz8QkwRdTZw4URMnTuyVbeMbXLYBAADQCwIxSRCBR3gGAADws0BOEkRgEZ4BAAD8LJCTBBFYhGcAAAA/CvQkQQQW4RkALMbhcJhdQtBi36C3vwfMmCToL/SHZwjPABDi7Ha7YbmlpcWkSoJfc3OzYTkqKsqkShAoge6PUJ4kSH94hvAMACHO9RdcQ0ODSZUEP9d9QziwvkD2R6hPEqQ/PEN4BoAQN3z4cMPyJ598YlIlwe/TTz81LA8bNsykShAogeyPUJ8kSH94hvAMACEuMTHRsBwqZ7nMUFVVZVhOSkoyqRIESqD64/jx4yE/SZD+8AzhGQBCnOsvuDNnzqi+vt6kaoJXfX296urqDGOEA+sLRH84nU4tXrzYbTwUJgleQn94jvAMACEuPj5eNpvNMOZ6Bgnu+yQsLEzjxo0zqRoESiD6o6WlRRMmTFBY2Lex6uabbw6JSYKX0B+eizC7ACDU/OM//mO364SFhWnQoEG65pprdNddd+mqq64KQGXoq+x2u8aOHava2tqOsbKyMqWkpJhXVBAqLS01LI8dO9btTgywnkD0h91u18aNG/Xwww9r0aJFqqys1LZt2/y2/UCgPzxHeAa8VFRU1HEWw+l0ur1us9kM40uWLNGqVav085//PGA1ou+ZPn26CgoKOpZLSkqUk5NjYkXBp6SkxLA8ffp0kypBoAWqPyZNmqS3335bJ06cUGxsrN+335voD89x2QbgpZqaGt11112KiYnRL37xCx04cEAnTpzQgQMH9Itf/EIjR47UD3/4Q/3pT3/Siy++qFGjRunJJ5/Uv//7v5tdOiwsMzPTsFxeXq6TJ0+aVE3wqampUUVFhWHMdZ/BugLZH2FhYZowYUKvbLu30B/eITwDXvr3f/93/elPf9L777+vFStW6NZbb9XVV1+tW2+9VStWrFBFRYXee+897d+/X//0T/+kd955R1dccYV+9atfmV06LGzy5MkaMWKEYayz+832VRs3bjQsx8TEKC0tzaRqEGj0x+XRH94hPANe+rd/+zdlZWVp5MiRnb4eGxurzMxMFRYWSpKuuuoq3XXXXTpy5Eggy0QfExERobvvvtswtmHDBh07dsykioLH0aNH3YLSj3/8Y0VEcOViX0F/dI3+8B7hGfDSp59+2u0kiqioKMPN5v/hH/6h0/t/Av60fPlyw/dme3u7Fi1aJIfDYWJV5nI4HFq0aJHa29s7xux2u5YvX25iVTAD/eGO/vAN4Rnw0lVXXaXXX3+9yzDc1NSk119/3XCHjbq6Og0dOjRQJaKPSkhI0GOPPWYYO3jwoLKzs/tkQHA4HMrOztahQ4cM4zk5OSHzxDf4D/1hRH/4jvAMeOnhhx9WTU2NbrnlFv3+97/XuXPnJEnnzp3T73//e91yyy06efKk4ZZ2hw4d0vXXX29WyehDVqxYobFjxxrGCgsL+1xAuBQMLl0+dUlcXJxWrFhhUlUwG/3xDfqjZwjPgJcee+wxzZ49WxUVFZo5c6ZiYmLUr18/xcTEaObMmaqoqNB9993X8QPozJkzuvPOO7Vs2TKTK0df0L9/f7344otu1ysWFhYqPT1dR48eNamywDl69KjS09PdgkFERIQKCgoUHR1tUmUwG/1Bf/gD4RnwUnh4uF5++WWVlZXpgQce0MSJExUXF6eJEyfqwQcfVGlpqV599dWOJ02NHDlS69at456ZCJiMjAwVFxe7BYRDhw5p0qRJWrZsmWpqakyqrvfU1NRo2bJlmjRpktu/oiMiIlRcXKyMjAyTqkOwoD/oj55iKiXgoylTpmjKlClmlwF0aubMmSouLlZWVpba2to6xtvb27V+/XqtX79eN9xwgzIzMzVt2jQlJSVp0KBBJlbsvfr6elVVVam0tFQlJSVu96m95FIwmDlzZoArRLCiP75Ff3iP8AwAFjVz5kzt3r1bCxYsMDya+JKKigpVVFRo5cqVkr65t2tSUpJGjx6t/v37y263d/wHxWwOh0PNzc1qaGjQp59+qqqqKtXV1XX7vri4OBUUFHBGDW7oD/rDV4RnwEenT59WeXm5vvrqK8Ntfv7eAw88EOCqAKOMjAwdP35cubm5ysvLU3Nzc5fr1tXVefQLNxTY7Xbl5ORoxYoVXMOJLtEf9IcvCM+Al5qamjRv3jy99tprXc7OdjqdstlshGcEhejoaK1evVoPPPCAnn/+eW3fvl2ff/652WX1ipiYGP34xz/W8uXLud0WPEJ/wFuEZ8BLK1as0G9+8xtdffXVuu+++zR69GiexISQkJCQoM2bN2vDhg06ePCgSkpKtGfPHtXW1srpdJpdnk9sNpvi4uI0ffp0ZWZmKi0tjX6ET+gPeIo9CHipuLhYEyZMUHl5ebdPGgSCUUREhGHCa3Nzsz766CNVVVWpqqpK586dU1NTU9A9FTMqKkpRUVEaNmyYkpKSlJSUpHHjxtGH8Cv6A90hPANe+uqrr3T//ffzAwmWYbfbNX78eI0fP97sUoCgQ3/AVXBMEwVCyDXXXKMzZ86YXQYAADAB4Rnw0s9+9jP97ne/U3V1tdmlAACAAOOyDcBLo0eP1vTp03XjjTdq6dKluuGGG7q8eX5aWlqAqwMAAL2J8Ax4KT09XTabTU6nU0899ZRsNluX63Z1/2cAABCaCM+Al1atWnXZwAwAAKyL8Ax46amnnjK7BAAAYBImDAIAAAAeIjwDAAAAHuKyDaAb8fHxstlsKisr07hx4xQfH+/R+2w2m2pqanq5OgAAEEiEZ6AbDofDMEHQdbkrTqezN8sCAAAmIDwD3aitrb3sMgAA6Du45hkAAADwEOEZAAAA8BCXbQDd+Jd/+Ref3mez2fTEE0/4uRoAAGAmwjPQjc4eivL3Ewb/fmLgpXGn00l4BgDAggjPQDf279/vNrZ27Vrt3btXc+bM0a233qqRI0fqzJkzOnjwoF599VVNnz5d//zP/2xCtQAAoDcRnoFuTJ482bC8ZcsWvfXWWyovL1dycrLhtQceeECPPvqovve97+lHP/qR23sBAEBoY8Ig4KV//dd/1b333usWnC+57rrrdO+992rdunUBrgwAAPQ2wjPgperqag0bNuyy6wwbNoynCwIAYEFctgF4acSIEXrjjTf0i1/8otMnDTocDr3xxhsaPny4CdUB3mtubtbJkydVVVWl6upqnT17Vk1NTWpubja7NAO73a6oqCgNHz5ciYmJSkpKUnx8vOx2u9mlwcLoD7giPANeuv/++/Xcc8/pf//v/61nn31W119/fcdr77//vv6//+//07Fjx/TYY4+ZWCXQtba2Nh04cEAlJSXas2ePTp06FbKPk7fZbBo7dqymT5+uzMxMTZ48WRER/GqD7+gPdIc9CHjpqaeeUnl5uf7jP/5Db7zxhgYMGKARI0bo888/18WLF+V0OjV16lQ9+eSTZpcKGFRXV2vt2rXavn27Pv/8c7PL8Qun06na2loVFBSooKBAI0aM0N13363ly5crISHB7PIQQugPeIprngEvRUVFae/evXrppZc0efJkRUZG6uOPP1ZkZKTS09P10ksvac+ePYqKijK7VECS1NDQoFWrVik5OVn5+fmWCQad+fzzz5Wfn6/k5GStWrVKDQ0NZpeEIEd/wFuceQZ8YLPZ9NBDD+mhhx4yuxTgsvbu3av58+fr1KlT3a47cuRIJSYmasyYMerfv78iIyMVFhYc51gcDodaWlrU0NCgTz75RNXV1Tpz5kyX6zc3N+vpp5/WK6+8ooKCAmVkZASwWoQK+oP+8AXhGQAsaufOncrKylJbW1unr6ekpCgzM1NTp05VUlKSBg0aFOAKe6a+vl5VVVUqKytTcXGxKioq3Napra3VnXfeqeLiYs2cOdOEKhGs6A/6w1eEZ6AbH3/8sc/v/Yd/+Ac/VgJ4rqtgEB4eriVLlmjJkiWKj483qTr/GDRokFJSUpSSkqKcnBzV1NRo48aN2rBhg9rb2zvWa2trU1ZWFgEBHegP+qMnCM9AN+Li4jq9JV13bDZbl2c0gN60d+/eToNBWlqaNm3apGuvvdakynpXQkKC1q1bp4cffliLFi3SwYMHO167FBB2797Nv6j7uL7QH4cOHdKtt95qGKM//IfwDHTjgQcecAvPJ0+e1KFDhzRkyBBNnDhRI0eO1JkzZ/T+++/rq6++0q233hryZy0QmhoaGjR//ny3YDBv3jzl5+cHzTWavenaa6/V/v37lZ2drcLCwo7xtrY2LViwQMePH1d0dLSJFcIsVu8Ph8Ohxx9/XOfOnXMLz5fQHz1HeAa6UVRUZFiurKzUzTffrMcff1wrV67UgAEDOl67ePGinn32WW3evFmbN28OcKWAlJub6zb5ySrBwBthYWHKz8+XJENAqK2tVW5urlavXm1WaTCRlfujsbFRDzzwgLZt26Z/+7d/u+y69EfPhPZ3CmCCxx57TDfeeKOeeeYZQ3CWpAEDBugXv/iFvvvd7yonJ8ekCtFXVVdX67nnnjOMpaWlWSIY+OJSQHA9A5eXl6eamhqTqoJZrNwfZ86cUXp6urZt2yZJuummm7p9D/3hu9D+bgFM8M477+jGG2+87Do33nijDh06FKCKgG+sXbvW8Mjg8PBwbdq0KeSDQU+EhYVp06ZNCg8P7xhrbm7W888/b2JVMINV+6OyslKpqan685//LEkaMmSIrrnmGo/eS3/4JrS/YwATOBwOVVdXX3adqqqqkH2cK0JTW1ubtm/fbhhbsmSJJSY/9dR1112nJUuWGMZ27NjBhN4+xKr9UVZWpu9973uGS1FSU1O9+oOA/vAe4RnwUlpamrZv367XXnut09f/z//5P9qxY4fS0tICXBn6sgMHDrg9Gc31F2JftnjxYsNyXV2d4W4DsDYr9seWLVt0xx13qL6+3jDuySUbrugP7xCeAS8999xz6t+/v37yk59o0qRJWrJkiZ5++mktWbJEkyZN0uzZs3XFFVcoLy/P7FLRh5SUlBiWU1JSuOPL30lISNANN9xgGHPdZ7AuK/WHw+FQTk6O5s2b1+nZYV/CM/3hHe62AXhpwoQJeuedd7R48WIdPHhQR44cMbx+6V6hEyZMMKlC9EV79uwxLGdmZppUSfDKzMw0PGXNdZ/BuqzSH42NjZozZ47bJSiX2Gw2paam+rRt+sNznHkGfHDttdfqrbfe0qlTp/T73/9er7zyin7/+9/r1KlTeuutt5ScnGx2iehDmpub3W6/NXXqVJOqCV7Tpk0zLJ86dcowgQzWZJX+uHRHja6Cs/TNyZ3Bgwf7tH36w3OceQZ6YMyYMRozZozZZaCPO3nypNsE1auvvtqkaoJXUlKSYdnhcOijjz7S+PHjTaoIgWCF/qisrNSdd97p9keAK18u2biE/vAcZ54BH7W0tOg//uM/9MILL+jpp5/uGG9qalJdXZ0cDoeJ1aEvqaqqMiyPHDlSAwcONKma4DVo0CDFxMQYxlz3Hawn1PujtLTU7Y4akjR48GC3u2r0JDzTH54jPAM++P3vf69/+Id/0P/+3/9by5cv11NPPdXx2n/913/pyiuv7PJuHIC/ud46MTEx0aRKgp/r2TXCgfWFcn8UFhZ2ekeNuLg4FRcXu52k6Ul4lugPTxGeAS+98847mjVrlux2u/71X/9V999/v+H1G2+8UYmJiZe9Lg3wp7NnzxqWuZSoa6NHjzYsnzt3zqRKECih2B+X7qgxf/58tbe3G15LTU3Ve++9p/PnzxvGvXk4SlfoD89wzTPgpaefflpDhgxReXm5hg8f3ukPl+9+97v605/+ZEJ16IuampoMy/379zepkuDnum9c9x2sJ9T6o6GhQQ888ECnJ2AyMzO1detWRUdH69133zW85u3DUTpDf3iGM8+Al/70pz/pRz/6kYYPH97lOmPGjNHp06cDWBX6MtcZ8ZGRkSZVEvzsdrthmXBgfaHUH1988YVuu+22Lv9zGRsbq+joaElyC889vWRDoj88RXgGvNTc3KxBgwZddp2vvvqqx2cAAF/xvdc19g2C+XtgyJAhys7O1ogRIzp9fcOGDbLZbCotLTXck1nyT3gO5n0TTNhLgJfi4+P1n//5n5dd59133+X2PgAAr4SFhWnu3Ln68MMPtWjRoi7DbEZGhlpaWjqWe/JwFHiP8Ax46e6779Y777yjX//6152+/vzzz+vYsWO65557AlwZAMAKhg4dqo0bN+rw4cMerd+Th6PAe0wYBLz0s5/9TNu3b9c//dM/6be//W3H9XSPPfaY3n33Xf3f//t/NXHiRC1evNjkSgEAocz1jhpd8cclG/Ac4fn/Z+/+46Kq8/2Bv4ZfA6ioqUj++PJjoFjR9QftZctCNMDMtnRX0Fpc87bAKHjTzXbQR2pe2xuEhrtqMuItrHZvF1TsmjcVDBVbvS2QXkUtBsU0U9JSSGD4MfP9wwt1ZgY5MwxzZg6v5+Ph49Hnc84c3nPOvOM9h8/nc4is1L9/f5SVlSE9PR0FBQWdywitX78eCoUCiYmJeOutt8wmXhAREYllNBoxdepUUfuyeHYsFs9ENhg8eDD++te/4i9/+Qv+8Y9/4LvvvoOfnx9+8YtfYPjw4VKHR0RETqi5uRlnz55FVVUVGhoaOlez8Pb2xoABAxAREYGIiAgolUq8+OKLFo9RWVmJtLQ0wWobLJ4di8UzUQ8MGTIETzzxhNRhEBGRE2poaEBhYSEOHTqEU6dO4fz582YPPTHl7u6OsLAwnD9/3mybTqeDSqXCsWPHsGPHDmg0GrS2tvb44ShkHRbPRD3w+eef4/PPP8ft27cxcOBATJw4ERMnTpQ6LCIikojRaMTRo0fxzjvvoLCwEI2NjVa9vr293WLhPH78eISEhAD4cVWOWbNmYc+ePVxizsFYPBPZ4B//+AeSk5Nx+vRpAHf/Z6lQKAAA48aNw/bt2/HQQw9JGSIRETlYSUkJ/uVf/gXnzp2z+7FPnTqFiIgI/OUvf0FsbCyAu0MIFy5caPefRffWZ76qFBUVIS4uDkOGDIG3tzeCg4Px7LPP4vLly1KHRi6msrISU6dOxf/+7/9i2rRpWLNmDbZu3Yo1a9Z09k+dOhUnT56UOlSXVlpairlz52L06NFQKpUYMmQIHnvsMWzatEmwvmmHmJgYKBSKLv9t3Lix231M/x0+fNjxb9wF1NbWmp0rT09PjBw5EomJiWbLa+Xn54s+5zExMdK8KSfmjLkQExODoKAgx5wAF3D16lXMmzcPcXFxogpnlUqF6OhoxMXFIS4uDtHR0VCpVN2+7ty5c4iLi8Ozzz6Lb775xh6hkw1kf+fZaDRCrVZj27ZtUKlUmDdvHgYMGICrV6/iyJEjuHTpEkaPHi11mORCVqxYgdbWVhw4cABxcXFm2w8cOIBf/epXyMjIwP79+yWI0LW1tbUhLS0N27ZtQ79+/TBjxgyEhobi9u3bOHjwIP7lX/4FWq0W//3f/43/9//+n9nrX3rpJfTv39+s/5e//CUGDRpkVpzt2bMHp06dwoIFC8yKARYH96ZSqZCUlAQAuHPnDioqKlBYWIg9e/agpKQE0dHRAIAJEyZgzZo19zzWli1bcOPGDURERPR63K6CueD8jEYjtm3bhpdffhkNDQ0W93F3d8fMmTPxxBNPYPz48Rg3bhwGDBhgcV+1Wg2tVtvtz/3ggw+wb98+ZGdnIzU1tUfvgawn++L5L3/5C7Zt24bFixfjL3/5C9zd3QXb29raJIqMXNXf//53JCQkWCycAWD69OmYM2cOPvroIwdHJg8rVqzAtm3b8Itf/AJFRUUYOXJk57b29nb867/+K/71X/8VTz75JP7xj3/Ax8dH8Prly5cjICDA4rF/+ctfmvXV1tbi1KlTeP7553nX00qhoaF49dVXBX2ZmZlYsWIFVq1ahSNHjgC4WzxPmDChy+Ns2LABN27cQGRkJDZs2NCLEbsW5oJza2trw9KlS7FlyxaL28PDw/HCCy8gKSmpy+vwU7du3bJYOGs0Gnz44Ydm46AbGhqgVqtx5swZ5OTkwMND9iWd05D1sI2mpiasXbsWISEh+POf/2xWOAPgh42s5uHhgcDAwHvuExwcbPHzRvf25Zdf4s0338R9992HvXv3CooF4O4dnLVr1+K5555DVVUV/vznP0sUKXXlhRdeAABUVFSI2r+kpAQajQb+/v4oKiqCt7d3b4bnMpwtFw4fPiwYxtHxl9uf9uXn5/dqDM6kpaUFiYmJFgvnwYMHQ6vVoqqq6p5fYEzdf//9Zn3R0dHIzMxEVVUVcnNzMWjQILN9Nm/ejMTERItDeKh3yLp4PnjwIL7//nvMmjUL7e3t2L17NzIzM5GbmwudTid1eOSiHnnkEfzP//zPPfc5ceIEHn30UQdFJB87duyAwWBASkrKPdfLXrVqFQAgLy/PUaGRlcTcmLhw4QLmzp0LhUKBwsJCDqH7CWfLhaCgIKxZs6bzX2BgIAYOHCjou9dfF+SktbUVc+bMQVFRkdm2BQsW4Pz580hJSbFqBYzDhw93rvn8UyUlJQDurq6RmpqKL774AgsWLDDbr6ioCHPmzEFra6sV74RsJevbrh13Ptzd3fHzn/8cX375Zec2Nzc3LFu2DOvXr5cqPHJR2dnZmDx5Ml555RWsXLkSvr6+ndsaGxvx2muv4fPPP8enn34qYZSu6e9//zsA4PHHH7/nfuHh4RgxYgQuXLiAa9euCe7srF+/3mycZ0BAANRqtf0DJjPbt28HgG6/PN65cwezZs3Cd999h02bNnWOj6a7nC0XgoKCBEN0Dh8+jNraWrNhO33BqlWrsHfvXkGfl5cX8vPz8eyzz1p9vK6eJLh9+3Z4enoK+vz9/ZGfn4/4+HgsXLhQcLd57969WL16NV5//XWrYyDryLp4rqurAwC8+eabmDRpEj777DP87Gc/w+eff46UlBRs2LABKpUKixYtkjhS8YxGo9VrRsqBlN+m//mf/9ms7+c//zlef/11bN26FRMnTsTw4cNx/fp1fP7557h16xYee+wxrF+/Hv/+7/8uQcRCra2tuHPnjt2P2RuuXbsGAKLuQI4ePRpXr17F119/LSgYLI2ZHT9+vNMUz650Pbqj0+k6i6eOCYOlpaUYPnw4srOz7/na559/HqdPn8bChQuRnp7ugGgtc9br0RdywRJnvR4diouLkZWVJejr168fPvroI5vHiXf1JMGOIVCWPPfccxgxYgSeeuopwfnKysrC448/3rmUHfUOWRfPBoMBwN1vhHv27MGIESMAAI899hgKCwsxfvx4bNiwwaWK58bGRouzp6n33Gsc3/fff49PPvnErP/o0aMoKytziuI5Ly9P1sMbOvK8wzfffCN6jKEU5HQ9ampqsHbtWkFfQEAAysrKEBoa2uXr/vSnP2Hnzp2IiorC1q1bezvMe5LT9XC1XLDEma9HXV0d5s+fL+jz9PTE/v37bR6md+vWLWzatMmsX8zQ0piYGOzfvx/Tpk3r/IJgNBoxf/58nDp1Cv7+/jbFRN2T9ZjngQMHAgAeeuihzsK5w9ixYxESEoKamhrcunVLgujIVVy8eNGmfxcuXJA6dJfT8YtezPrrHfuYTqQix5k+fTqMRiOMRiPq6uqQnZ2Nuro6PP300/jhhx8svmbfvn1YvXo1AgICsGvXLiiVSgdH7RqYC85HrVbj+vXrgr433nijR/NbupokKGbNZ+Du8CjTO+HXrl1zqZuCrkjWd547nvVuaXbqT/ubmpq63MfZ+Pr6dvlLSc6WLVsm2d2I7lbWcHbJycnIycmx6zF763o88sgjOHz4MA4dOnTPPzueP38eV69exeDBg13uzporXQ9rDBs2DMuXL8ft27fx2muv4ZVXXsHGjRsF+3z55Zf47W9/Cw8PD+zcudMpij1nvR59IRcscdbrUVVVZTZB8Mknn+xyyIUY3U0SFOvFF19EcXExPv74486+3bt34+zZsxgzZozN8VHXZF08dwzAt/S0n9bWVuh0OvTr1w/Dhg1zdGg2UygU6Nevn9RhOJzppAkSz9PT0+6fmd66HgsWLEBmZiby8vLwhz/8ocvc/NOf/gQASEpKsmpGuzNwpethi5UrV+Ltt9/GW2+9haVLl3Y+XKO+vh7PPPMMbt++jdzcXEyePFnaQP+Ps16PvpALljjr9XjzzTcF7fvuu6/zyZm2sGaSYHfc3NyQn5+P8PBwfP/994KYOybwkn25fqbdg0qlQnx8PHQ6ndkHKDMzE7du3cLs2bO51jPZ5OTJk9ixYwdef/31zocV/PTfunXrpA7R5TzwwAP4wx/+gJs3b+JXv/qV2eNnDQYD1q1bh/fffx+DBg3C0qVLpQmUuuTj4wONRoPW1tbOHDAajUhKSupcwotPROsec8F5XLt2De+//76gb/HixT268WbLJMF78ff3x+LFiwV97733XufEU7Iv2VeNb731Fh555BEkJydjz549CA8Px+eff45PPvkEgYGB3c4IJzJVV1eH5557DqWlpQDuFgaWKBSKzjVYSbzXX38dt2/fRl5eHsLCwjBz5kyoVCrU19fj4MGDqK6uhre3Nz744AOEhIRIHS5ZkJKSgqysLLz77rtYuXIldu/ejb1798LLywtDhgzpdnmzvrj8mSXMBeeg1WoFS8J5eXn1aIWYnkwSvJf09HRkZ2d3xtrS0gKtVos1a9b06LhkTvbFs0qlQnl5OVavXo39+/fj4MGDCAgIQFpaGlavXs3ZqGS1tLQ0fPLJJ3jyyScxb9483H///fzrhR15eHhg27ZtmDdvHrRaLY4dO4bdu3ejra0NwN3HCr///vuiJ9SQ43l7e2PFihVYsmQJ1q5d2zmcoKWlRdQatCye72IuOAfTFZXmz59/zwfXdKenkwS7EhAQgKSkJLz99tudfaWlpSyee0Gf+I0/evRovPPOO1KHQTJx4MABTJ06FR999JHUocjatGnTMG3atM72l19+iV/+8peora21eLf/8OHDNv2c/Pz8PvVYYXsICgrq8i8uHdLT0wV353iObcdckE5bWxvKy8sFfbNmzbL5ePaaJNiVWbNmCYrn8vJytLW18QaPncl6zDNRb/D09ERkZKTUYfQ5DzzwAHbt2oWbN28iLi4OX3/9tdQhEUnCGXKh4wmDcnfmzBmzB5NFRUXZdCx7ThLsimlsd+7cQVVVlV2OTT9i8UxkpcceewwnT56UOow+aerUqdi1axcWLFiAsrIyqcMhkgxzwTFOnDghaKtUKpsnCtp7kqAl/v7+ZuPfTd8D9Rzv4xNZ6fXXX8fkyZOxefNmSR8r3Ff96le/wq9+9SupwyCSHHOh93311VeC9sSJE206Tm9NErRk4sSJgod0mb4H6jkWz0RW+tnPfoaysjI89thj+Mtf/oKf//zn8PPzM9tPoVA4xeO5iYjINk1NTYJ2x5OLrdVbkwQtMY3R9D1Qz7F4JrLSxYsXMWvWLNy6dQu3bt3q8s4Bi2ciItf20ksvYd68eWhqakJTUxNGjBhh9TF6e5KgqSVLlmDOnDnw8fGBj4+PUzzJU25YPBNZacmSJaipqcGiRYvw7LPPcqk6IiKZGjVqFEaNGmXz6x0xSdDUhAkTMGHChF45Nt3F3/hEVjp69Ch+9atfYcuWLVKHQkRETswRkwTJ8bjaBpGVlEolHnjgAanDICIiJ+bISYLkWCyeiawUFxeHv//971KHQURETsyRkwTJsVg8E1lp/fr1+Oabb/Dyyy9bnARCRER9m6MnCZJjccwzkZWSkpIwcOBAvPnmm9i2bRvCwsK6XKru0KFDEkRIfZ3BYJA6BKfFc0O9/RmQYpKgvTA/xGHxTGSlw4cPd/53Q0MDKisrLe6nUCgcFBH1dUqlUtBuaWmRKBLnp9frBW1vb2+JIiFHcXR+uPIkQeaHOCyeiazEb+bkbEx/wTU2NkoUifMzPTcsDuTPkfnh6pMEmR/icMwzEZGLGzp0qKB9+fJliSJxfleuXBG0hwwZIlEk5CiOzA9XnyTI/BCHxTNRL2hpaUF9fb3UYVAfERoaKmi7yl0uKVRXVwvaYWFhEkVCjuKo/Dh79qzLTxJkfojD4plIhJCQEPzlL38R9B04cAB/+MMfLO7/+uuvY/DgwY4IjcjsF9z169f55c2C+vp61NXVCfpYHMifI/LDaDQiPT3drN8VJgl2YH6Ix+KZSITa2lrcunVL0HfixAn8+c9/liYgop8ICQkxm6BqegeJzM+Jm5sbgoODJYqGHMUR+dHS0oIxY8bAze3Hsmry5MkuMUmwA/NDPBbPREQuTqlUIjAwUNDnSn8qdpTi4mJBOzAw0GwlBpIfR+SHUqnE5s2bUV5ejocffhh+fn7YuXOnXX9Gb2N+iMfimYhIBqZPny5oFxYWShSJ8zI9J6bnjOTLUfkxceJEHDt2DMePH0dAQECv/IzewvwQj8UzEZEMJCQkCNoVFRW4cOGCRNE4n5qaGrM12U3PGcmXI/PDzc0NY8aM6ZVj9xbmh3VYPBMRycCUKVMwbNgwQZ+l9Wb7qs2bNwva/v7+iI6OligacjTmx70xP6zD4pmISAY8PDzwm9/8RtC3adMmnDlzRqKInMfp06fNCqVf//rX8PDgc8L6CuZH15gf1uOZIRLp/fffx4kTJzrbHWuFPvnkk2b7cp1dksLy5cvxzjvvdD5it729HWlpaSgtLRWsAtCXGAwGpKWlob29vbNPqVRi+fLlEkZFUmB+mGN+2IbFM5FIOp3OYlG8f/9+i/ubLo1E1NtUKhX++Mc/Yt26dZ19R48ehVqtRm5ubp8rEAwGA9RqNcrKygT9Go3GZZ74RvbD/BBiftiOxTORCBcvXpQ6BCJRMjIy8O677+LSpUudfXl5eQDQpwqEjsKg4713CAoKQkZGhkRRkdSYH3cxP3qGxTORCKZrhBI5K19fX2zbtg0zZ85EW1tbZ39eXh7Onz+PLVu2YNy4cRJG2PtOnz6NtLQ0sztqHh4e0Gq18PHxkSgykhrzg/lhD33jKxaRg+j1erS2tkodBvVx8fHxKCgoMJvwU1ZWhokTJ2LZsmWoqamRKLreU1NTg2XLlmHixIkWC4OCggLEx8dLFB05C+YH86OnWDwTWeno0aNYvXq14HHdN2/exIwZM9C/f38MHDiQf/Yiyc2ePdtigdDe3o6NGzciNDQUkZGRyMzMREVFBerr6yWK1Hb19fWoqKhAZmYmIiMjERoaio0bNwomPwE/FgazZ8+WKFJyNsyPHzE/rMdhG0RWWr9+Pc6ePYt//dd/7ex76aWXcODAAYSGhuKHH35AdnY2Jk2ahMTERAkjpb5u9uzZ2LdvH1JTU1FbW2u2vbKyEpWVlVixYgWAu2u7hoWFYdSoUfD19YVSqXSaMaAGgwF6vR6NjY24cuUKqqurUVdX1+3rgoKCoNVqeUeNzDA/mB+2YvFMZKXPP/8cjz/+eGe7ubm5889d+/fvR0NDA37+859j69atLJ5JcvHx8Th79iwyMzORlZXVuUyXJXV1daJ+4boCpVIJjUaDjIwMjuGkLjE/mB+2cI6vTEQu5ObNmxg5cmRn+/jx42hubsbChQsBAAMGDMBTTz2FL774QqoQiQR8fHywdu1aVFVVQa1Wmz1pTU78/f2hVqtRVVWFtWvXsjCgbjE/yFosnoms5OPjg4aGhs52aWkpFAoFpkyZ0tnXv39/fP/991KER9QllUqFrVu34urVqzh06BDUajWCg4Ndek1yhUKB4OBgqNVqHDp0CF9//TW2bt3KdWrJaswPEovDNoisFBoaiv3790Ov10OhUOCDDz7AmDFjEBAQ0LnPV199BX9/fwmjJOqah4cHpk2bhmnTpgG4u0rMxYsXUV1djerqaty8eRPNzc1obm6WOFIhb29veHt7Y8iQIQgLC0NYWBiCg4OhVCqlDo1khPlB3WHxTGSl5ORkpKSkIDQ0FF5eXqitrUV2drZgn4qKCowZM0aiCImso1QqER4ejvDwcKlDIXI6zA8yxWEbRFZ64YUX8PLLL6OpqQm3b9/GokWLsHTp0s7tx48fx5dffimYVEhERETywDvPRFZSKBTIyspCVlaWxe2RkZH4/vvv0a9fPwdHRkRERL2NxTORnXl5ecHLy0vqMIiIiKgXcNgGEREREZFILJ6JuuHm5gYPDw98+eWXnW13d/du/5k+9pWIiIhcH3+7E3UjOjoaCoUCvr6+gjYRERH1PSyeibpx+PDhe7aJiIio7+CwDSIiIiIikXjnmchOamtrUVxcDG9vb8yePRv9+/eXOiQiIiKyM955JrLSv/3bvyE4OBjff/99Z9/hw4cxduxYqNVqPP/885g0aRK+++47CaMkIiKi3sDimchKe/bsQVBQEAYPHtzZp9FoYDAYsHbtWixatAg6nQ4bN26ULkgiIiLqFSyeiaxUW1uLMWPGdLavXr2Kf/zjH0hLS8Mrr7yCzZs34/HHH0dRUZGEURIREVFvYPFMZKX6+noMGjSos3306FEoFAr86le/6uybNGkSvvrqKwmiIyIiot7E4pnISsOHD8elS5c628XFxVAqlYiKiursa25u5lrQREREMsTVNois9Itf/AIffvghPvroI3h7e+M///M/MXXqVCiVys59Ll68iBEjRkgYJREREfUG3nkmstLKlSvR1taGZ555BtOnT0dzczNWrlzZuV2v1+Po0aOCO9FEREQkD7zzTGSlSZMm4cSJE3jvvfcAAImJifinf/qnzu2ff/45pk6diueee06qEImIiKiXsHgmssH48eMxfvx4i9t++ctfcqUNIiIimeKwDSIiIiIikXjnmchGV65cQWlpKa5evQq9Xm+2XaFQYNWqVRJERmQdvV6PCxcuoLq6GjqdDjdu3EBzc7PFz7WUlEolvL29MXToUISGhiIsLAwhISGCybpE9sb8IFMsnols8PLLL+PPf/4z2tvbO/uMRmPn8nQd/83imZxRW1sbjhw5gsLCQhw4cACXLl2C0WiUOiybKBQKBAYGYvr06UhISMCUKVPg4cFfbWQ75gd1h8M2iKyUl5eHDRs2YOrUqdi5cyeMRiMWLFiA//iP/4BarYaHhwcSEhLwySefSB0qkYBOp8OiRYswYsQIxMbGQqvVora21mULA+DuF9Xa2lpotVrExsZixIgRWLRoEWpqaqQOjVwM84PEYvFMZKVt27YhKCgIH3/8MWbPng0ACAoKwty5c7FlyxYcPHgQRUVF+PbbbyWOlOiuxsZGrF69GhEREcjNzZX1Z/Pbb79Fbm4uIiIisHr1ajQ2NkodEjk55gdZi/fuiax0/vx5zJ8/H25uP373bGtr6/zvKVOmYObMmVi/fj3mzJkjRYhEnQ4ePIiUlBTBUzG7Mnz4cISGhmL06NHw9fWFl5eX4HMuJYPBgJaWFjQ2NuLy5cvQ6XS4fv16l/vr9XqsW7cO7733HrRaLeLj4x0YLbkK5gfzwxYsnolsMGjQoM7/7tevH27evCnY/uCDD6KkpMTBUREJFRUVITExUfDl7qciIyORkJCA2NhYhIWFwc/Pz8ER9kx9fT2qq6tRUlKCgoICVFZWmu1TW1uLmTNnoqCgoPMvRUQA8wNgftjKOb4yEbmQkSNH4sqVK51tlUqF//mf/xHsc+bMGfTr18/RoRF16qowcHd3x9KlS1FTU4Py8nJoNBpERka6XGEAAH5+foiMjIRGo0FFRQV0Oh2WLl0Kd3d3wX5tbW1ITEzk+uvUifnxI+aH9Vg8E1lp8uTJOHHiRGf7mWeeweeff47U1FTs27cPK1aswMcff4zo6GgJo6S+7ODBgxYLg+joaJw8eRI5OTkICQmRKLreo1KpkJOTg5MnT5rlX0eBcPDgQYmiI2fRF/KjrKzMrI/5YT8snomsNH/+fKhUqs4xci+//DImTJiAvLw8PP3008jKykJgYCCys7MljpT6osbGRqSkpJgVBsnJySgtLcXYsWMlisxxxo4di9LSUiQnJwv629rakJqaiqamJokiI6nJPT8MBgMyMjLw7rvvdrkP86PnWDwTWSkmJgYff/wxAgMDAQD9+/fHiRMn8J//+Z/4t3/7N/ztb3/D6dOnO7cTOVJmZqbZ5Kfk5GTk5uY6zeQmR3Bzc0Nubq5ZgVBbW4vMzEyJoiKpyTk/mpqaMHfuXGRlZeHhhx++577Mj55x7U8KkZPw9PREQkICNBoN5s2bx/HOJAmdToc33nhD0BcdHS2LwsAWHQXCY489JujPysriOrd9kJzz4/r164iJicHOnTsBoNviGWB+9IRrf1qIHMhoNOLw4cPYuXMndDpdZ/8//vEPTJ8+Hffddx8GDRqEZ555BufOnZMwUuqrNmzYIHhksLu7O7Zs2eLyhUFPuLm5YcuWLYJJUnq9HuvXr5cwKpKCXPOjqqoKUVFR+OyzzwDcXQ3qwQcfFPVa5odtXPsTQ+Qgd+7cwaOPPorHH38cc+fORXh4OHJycvC///u/mDp1KoqLi3Hr1i3U19dj7969iI6OFqzIQdTb2trasGvXLkHfkiVLXH4Mpz2MGzcOS5YsEfTt3r27yyXKSH7kmh8lJSV45JFHBENRoqKirPpCwPywHotnIhE2bNiA48ePY8KECVi2bBnGjx+PV155BatWrYK/vz+Ki4tRX1+PS5cu4V/+5V9w8+ZNZGVlSR029SFHjhwxezKa6S/Eviw9PV3Qrqurw9GjRyWKhhxNjvmxfft2zJgxA/X19YJ+MUM2TDE/rMPimUiEXbt2ITg4GCdOnMD69etx4sQJ3H///fjoo4/wl7/8BY8//jj69++P0aNHY+PGjZg0aRIOHDggddjUhxQWFgrakZGRLr/clj2pVCpMmjRJ0Gd6zki+5JQfBoMBGo0GycnJFu8O21I8Mz+sw+KZSISamhrMmDEDnp6eAO5OEHziiScA3F332dTkyZM5bIMcyvTLWkJCgkSROC/Tc8IvuH2HXPKjqakJiYmJZhMfOygUCkRFRdl0bOaHeCyeiURobGzEsGHDBH1Dhw4FAAwePNhs//vuu08wMYWoN+n1erPlt2JjYyWKxnnFxcUJ2pcuXWKe9gFyyY+OFTVMx27/1JgxYzBw4ECbjs/8EI/FM5FICoXinm0iqVy4cAFGo1HQ98ADD0gUjfMKCwsTtA0GAy5evChRNOQocsgP0xU1umLLkI0OzA/xWDwTEbm46upqQXv48OEYMGCARNE4Lz8/P/j7+wv6TM8dyY+r50dxcbHZihoAMHDgQLNVNXpSPDM/xPOQOgAiV/H+++/jxIkTne2OtZ6ffPJJs31/ug40UW8z/byFhoZKFInzCwsLQ11dXWebxYH8uXJ+5OXlYdGiRWhvbxf0BwUFQavVYvr06YL+nhTPAPNDLBbPRCLpdDqLRfH+/fst7s9hHeQoN27cELRHjx4tUSTOb9SoUYL2zZs3JYqEHMUV88NgMGDFihUWJwZGRUXhww8/NFtKzpqHo3SF+SEOi2ciETjui5xZc3OzoO3r6ytRJM7P9NyYnjuSH1fLj8bGRvzud7+zODEwISEBO3bsgI+PD44fPy7YZu3DUSxhfojD4plIhMDAQKlDIOqS6Yx4Ly8viSJxfkqlUtBmcSB/rpQf3333HWbMmNHlxMCAgAD4+PgAgFnx3NMhGwDzQyxOGCQikpme3n2SM54bcubPwKBBg6BWq82WRu2wadMmKBQKFBcXo7KyUrDNHsWzM58bZ8KzREREROQE3NzcsHDhQnzxxRdIS0vrspiNj49HS0tLZ7snD0ch67F4JiIiInIigwcPxubNm1FeXi5q/548HIWsx+KZiIiIyAndvn1b1H72GLJB4rF4JiIiInIyRqMRU6dOFbUvi2fH4mobRERERA7Q3NyMs2fPoqqqCg0NDZ2rWXh7e2PAgAGIiIhAREQElEolXnzxRYvHqKysRFpammC1DRbPjsXimYiIiKgXNDQ0oLCwEIcOHcKpU6dw/vx5s6cFmnJ3d0dYWBjOnz9vtk2n00GlUuHYsWPYsWMHNBoNWltbe/xwFLIOi2ciIiIiOzEajTh69CjeeecdFBYWorGx0arXt7e3Wyycx48fj5CQEAA/rsoxa9Ys7Nmzh0vMORjPNhEREZEdlJSUICIiAjExMdixY4fVhfO9nDp1ChERESgpKensGzx4MBYuXGi3n0HiyLp4zs/Ph0KhuOe/xx9/XOowiYhcSm1trdn/Sz09PTFy5EgkJiaaLa8l5v/FHf9iYmKkeVNEPXD16lXMmzcPcXFxOHfuXLf7q1QqREdHIy4uDnFxcYiOjoZKper2defOnUNcXByeffZZfPPNN/YInWwg62EbEyZMwJo1ayxu27lzJ6qqqjB9+nQHR0VEJA8qlQpJSUkAgDt37qCiogKFhYXYs2cPSkpKEB0dDeDe/y/usGXLFty4cQMRERG9HjeRvRiNRmzbtg0vv/wyGhoaLO7j7u6OmTNn4oknnsD48eMxbtw4DBgwwOK+arUaWq2225/7wQcfYN++fcjOzkZqamqP3gNZT/bF84QJE8z6W1pasHnzZnh4eGDBggWOD4yISAZCQ0Px6quvCvoyMzOxYsUKrFq1CkeOHAHQ9f+LO2zYsAE3btxAZGQkNmzY0IsRE9lPW1sbli5dii1btljcHh4ejhdeeAFJSUkICAjo9ni3bt2yWDhrNBp8+OGHZuOgGxoaoFarcebMGeTk5MDDQ9YlnVOR9bCNruzZswc3b97EU089heHDh0sdDhGRbLzwwgsAgIqKClH7l5SUQKPRwN/fH0VFRfD29u7N8IjsoqWlBYmJiRYL58GDB0Or1aKqqgrLly8XVTgDwP3332/WFx0djczMTFRVVSE3NxeDBg0y22fz5s1ITEwUPK6belefLJ63b98OAPj9738vcSRERPIk5i7YhQsXMHfuXCgUChQWFmL06NEOiIyoZ1pbWzFnzhwUFRWZbVuwYAHOnz+PlJQUq1bAOHz4cOeazz/VMTnQzc0Nqamp+OKLLyz+xbyoqAhz5sxBa2urFe+EbNXniudLly7h0KFDGDVqFJ544gmpwyEikpWOmxOPPvroPfe7c+cOZs2ahe+++w45OTmd46OJnN2qVauwd+9eQZ+Xlxf+9re/IT8/H/7+/lYdr6snCW7fvh2enp6CPn9/f+Tn5+Ovf/0rvLy8BNv27t2L1atXW/WzyTZ9boDMO++8A4PBgOeffx7u7u5Sh2M1o9Fo16VvXAW/TduutbUVd+7csfsxyTZyuh46na5zzHPHhMHS0lIMHz4c2dnZ93zt888/j9OnT2PhwoVIT093QLSWyel6yIGzX4/i4mJkZWUJ+vr164ePPvrI5pViunqSYMcQKEuee+45jBgxAk899ZTgfGVlZeHxxx9HbGysTbGQOH2qeDYYDHjnnXegUCjwz//8z1KHY5PGxkb0799f6jDIheTl5SEvL0/qMOj/yOl61NTUYO3atYK+gIAAlJWVITQ0tMvX/elPf8LOnTsRFRWFrVu39naY9ySn6yEHznw96urqMH/+fEGfp6cn9u/f3+1fWrpy69YtbNq0yaxfp9N1+9qYmBjs378f06ZN6/yCYDQaMX/+fJw6dcrqO+AkXp8atlFSUoKvvvoK06ZNQ3BwsNThEBG5tOnTp8NoNMJoNKKurg7Z2dmoq6vD008/jR9++MHia/bt24fVq1cjICAAu3btglKpdHDURLZRq9W4fv26oO+NN96wuXAGup4kKGbNZ+Du8CjTO+HXrl3DokWLbI6Juten7jzLYaKgr69vl7+U5GzZsmVOezfC2SUnJyMnJ8eux+T1sJ1cr8ewYcOwfPly3L59G6+99hpeeeUVbNy4UbDPl19+id/+9rfw8PDAzp07MXLkSGmC/Qm5Xg9X5azXo6qqymyC4JNPPtnlkAsxupskKNaLL76I4uJifPzxx519u3fvxtmzZzFmzBib46Ou9Zni+ebNm/jwww9x3333Yfbs2VKHYzOFQoF+/fpJHYbDmU6aIPE8PT3t/pnh9bCd3K/HypUr8fbbb+Ott97C0qVLERQUBACor6/HM888g9u3byM3NxeTJ0+WNtD/I/fr4Wqc9Xq8+eabgvZ9993X+eRMW1gzSbA7bm5uyM/PR3h4OL7//ntBzB03Dcm++sywjffeew8tLS1ISkrinwmJiHqJj48PNBoNWltbsW7dOgB3C4WkpKTOJbz4RDRyJdeuXcP7778v6Fu8eDGGDRtm8zFtmSR4L/7+/li8eLGg77333sO1a9dsOh7dW5+58/zv//7vAFx7yAYRkStISUlBVlYW3n33XaxcuRK7d+/G3r174eXlhSFDhpg9ldBUd9uJHEmr1QoeQOLl5dWjFWJ6MknwXtLT05Gdnd0Za0tLC7RaLdasWdOj45K5PlE8f/bZZzhz5gz+6Z/+CePGjZM6HCIiWfP29saKFSuwZMkSrF27tvNhES0tLXj99de7fT2LZ3Imn3zyiaA9f/78Hj2duKeTBLsSEBCApKQkvP322519paWlLJ57QZ8onv/pn/4JRqNR6jCIiGQhKCio2/+npqenC+7O5efn93JURPbX1taG8vJyQd+sWbNsPp69Jgl2ZdasWYLiuby8HG1tbaKe+Eni9Zkxz0RERETWOHPmjNmDyaKiomw6lj0nCXbFNLY7d+6gqqrKLsemH7F4JiIiIrLgxIkTgrZKpbJ5oqC9Jwla4u/vj5CQEEGf6XugnmPxTERERGTBV199JWhPnDjRpuP01iRBS0xjNH0P1HMsnomIiIgsaGpqErQHDhxo03F6a5KgJaYxmr4H6jmOICciIiKy4KWXXsK8efPQ1NSEpqYmjBgxwupj9PYkQVNLlizBnDlz4OPjAx8fH6d4kqfcsHgmIiIismDUqFEYNWqUza93xCRBUxMmTMCECRN65dh0F4dtEBEREfUCR0wSJMdj8UxERERkZ46cJEiOxeKZiIiIyM4cOUmQHIvFMxEREZEdOXqSIDkWi2ciIpkxGAxSh+C0eG6otz8DUkwStBfmhzgsnomIXJxSqRS0W1paJIrE+en1ekHb29tbokjIURydH648SZD5IQ6LZyIiF2f6C66xsVGiSJyf6blhcSB/jswPV58kyPwQh8UzEZGLGzp0qKB9+fJliSJxfleuXBG0hwwZIlEk5CiOzA9XnyTI/BCHxTMRkYsLDQ0VtF3lLpcUqqurBe2wsDCJIiFHcVR+nD171uUnCTI/xGHxTETk4kx/wV2/fh319fUSReO86uvrUVdXJ+hjcSB/jsgPo9GI9PR0s35XmCTYgfkhHotnIiIXFxISAoVCIegzvYNE5ufEzc0NwcHBEkVDjuKI/GhpacGYMWPg5vZjWTV58mSXmCTYgfkhHotnIiIXp1QqERgYKOhzpT8VO0pxcbGgHRgYaLYSA8mPI/JDqVRi8+bNKC8vx8MPPww/Pz/s3LnTrj+jtzE/xGPxTEQkA9OnTxe0CwsLJYrEeZmeE9NzRvLlqPyYOHEijh07huPHjyMgIKBXfkZvYX6Ix+KZiEgGEhISBO2KigpcuHBBomicT01NDSorKwV9pueM5MuR+eHm5oYxY8b0yrF7C/PDOiyeiYhkYMqUKRg2bJigz9J6s33V5s2bBW1/f39ER0dLFA05GvPj3pgf1mHxTEQkAx4eHvjNb34j6Nu0aRPOnDkjUUTO4/Tp02aF0q9//Wt4eHhIFBE5GvOja8wP67F4JiKSieXLlwsm+LS3tyMtLQ0Gg0HCqKRlMBiQlpaG9vb2zj6lUonly5dLGBVJgflhjvlhGxbPREQyoVKp8Mc//lHQd/ToUajV6j5ZIBgMBqjVapSVlQn6NRqNyzzxjeyH+SHE/LAdi2ciIhnJyMgwW5YrLy+vzxUIHYVBXl6eoD8oKAgZGRkSRUVSY37cxfzoGRbPREQy4uvri23btpmNV8zLy0NMTAxOnz4tUWSOc/r0acTExJgVBh4eHtBqtfDx8ZEoMpIa84P5YQ8snomIZCY+Ph4FBQVmBUJZWRkmTpyIZcuWoaamRqLoek9NTQ2WLVuGiRMnmv0p2sPDAwUFBYiPj5coOnIWzA/mR0+xeCYikqHZs2dbLBDa29uxceNGhIaGIjIyEpmZmaioqEB9fb1Ekdquvr4eFRUVyMzMRGRkJEJDQ7Fx40bB5Cfgx8Jg9uzZEkVKzob58SPmh/W4DgkRkUzNnj0b+/btQ2pqKmpra822V1ZWorKyEitWrABwd23XsLAwjBo1Cr6+vlAqlXBzc457LAaDAXq9Ho2Njbhy5Qqqq6tRV1fX7euCgoKg1Wp5R43MMD+YH7Zi8UxEJGPx8fE4e/YsMjMzkZWVBb1e3+W+dXV1on7hugKlUgmNRoOMjAyO4aQuMT+YH7Zwjq9MRETUa3x8fLB27VpUVVVBrVabPWlNTvz9/aFWq1FVVYW1a9eyMKBuMT/IWiyeiYj6CJVKha1bt+Lq1as4dOgQ1Go1goODoVAopA7NZgqFAsHBwVCr1Th06BC+/vprbN26levUktWYHyQWh20QEfUxHh4emDZtGqZNmwYA0Ov1uHjxIqqrq1FdXY2bN2+iubkZzc3NEkcq5O3tDW9vbwwZMgRhYWEICwtDcHCw4KlxRD3F/KDusHgmIurjlEolwsPDER4eLnUoRE6H+UGmOGyDiIiIiEgkFs9ERERERCKxeCYiIiIiEonFMxERERGRSCyeiYiIiIhEYvFMRERERCQSi2ciIiIiIpFYPBMRERERicTimYiIiIhIJBbPREREREQisXgmIiIiIhKJxTMRERERkUgsnomIiIiIRGLxTEREREQkEotnIiIiIiKRWDwTEREREYnE4pmIiIiISCQWz0REREREIrF4JiIiIiISyUPqAIiISFp6vR4XLlxAdXU1dDodbty4gebmZuj1eqlDE1AqlfD29sbQoUMRGhqKsLAwhISEQKlUSh0ayRjzg0yxeCYi6mPa2tpw5MgRFBYW4sCBA7h06RKMRqPUYdlEoVAgMDAQ06dPR0JCAqZMmQIPD/5qI9sxP6g7HLZBRNRH6HQ6LFq0CCNGjEBsbCy0Wi1qa2tdtjAAAKPRiNraWmi1WsTGxmLEiBFYtGgRampqpA6NXAzzg8Ri8UxEJHONjY1YvXo1IiIikJubi2+//VbqkHrNt99+i9zcXERERGD16tVobGyUOiRycswPshbv3RMRydjBgweRkpKCS5cudbvv8OHDERoaitGjR8PX1xdeXl5wc3OOeywGgwEtLS1obGzE5cuXodPpcP369S731+v1WLduHd577z1otVrEx8c7MFpyFcwP5octWDwTEclUUVEREhMT0dbWZnF7ZGQkEhISEBsbi7CwMPj5+Tk4wp6pr69HdXU1SkpKUFBQgMrKSrN9amtrMXPmTBQUFGD27NkSREnOivnB/LCVc3xlIiIiu+qqMHB3d8fSpUtRU1OD8vJyaDQaREZGulxhAAB+fn6IjIyERqNBRUUFdDodli5dCnd3d8F+bW1tSExMRFFRkUSRkrNhfvyI+WE9Fs9ERDJz8OBBi4VBdHQ0Tp48iZycHISEhEgUXe9RqVTIycnByZMnER0dLdjWUSAcPHhQoujIWfSF/CgrKzPrY37YD4tnIiIZaWxsREpKillhkJycjNLSUowdO1aiyBxn7NixKC0tRXJysqC/ra0NqampaGpqkigykprc88NgMCAjIwPvvvtul/swP3qOxTMRkYxkZmaaTX5KTk5Gbm6u00xucgQ3Nzfk5uaaFQi1tbXIzMyUKCqSmpzzo6mpCXPnzkVWVhYefvjhe+7L/OgZ1/6kEBFRJ51OhzfeeEPQFx0dLYvCwBYdBcJjjz0m6M/KyuI6t32QnPPj+vXriImJwc6dOwGg2+IZYH70hGt/WoiIqNOGDRsEjwx2d3fHli1bXL4w6Ak3Nzds2bJFMElKr9dj/fr1EkZFUpBrflRVVSEqKgqfffYZAGDQoEF48MEHRb2W+WEb1/7EEBERgLvjFXft2iXoW7JkicuP4bSHcePGYcmSJYK+3bt3d7lEGcmPXPOjpKQEjzzyiGAoSlRUlFVfCJgf1mPxTEQkA0eOHDF7MprpL8S+LD09XdCuq6vD0aNHJYqGHE2O+bF9+3bMmDED9fX1gn4xQzZMMT+sw+KZiEgGCgsLBe3IyEiXX27LnlQqFSZNmiToMz1nJF9yyg+DwQCNRoPk5GSLd4dtKZ6ZH9Zh8UxEJAMHDhwQtBMSEiSKxHmZnhPTc0byJZf8aGpqQmJiotnExw4KhQJRUVE2HZv5IR6LZyIiF6fX682W34qNjZUoGucVFxcnaF+6dEkwgYzkSS750bGihunY7Z8aM2YMBg4caNPxmR/isXgmInJxFy5cgNFoFPQ98MADEkXjvMLCwgRtg8GAixcvShQNOYoc8sN0RY2u2DJkowPzQzwWz0RELq66ulrQHj58OAYMGCBRNM7Lz88P/v7+gj7Tc0fy4+r5UVxcbLaiBgAMHDjQbFWNnhTPzA/xWDwTEbk4nU4naIeGhkoUifMzvbvG4kD+XDk/8vLyLK6oERQUhIKCAhgMBkF/T4pngPkhFotnIiIXd+PGDUF79OjREkXi/EaNGiVo37x5U6JIyFFcMT86VtRISUlBe3u7YFtUVBROnDiB27dvC/qteThKV5gf4nhIHQAREfVMc3OzoO3r6ytRJM7P9NyYnjuSH1fLj8bGRvzud7+zODEwISEBO3bsgI+PD44fPy7YZu3DUSxhfojD4pmIyMWZzoj38vKSKBLnp1QqBW0WB/LnSvnx3XffYcaMGV1ODAwICICPjw8AmBXPPR2yATA/xOKwDSIimenp3Sc547khZ/4MDBo0CGq1GsOGDbO4fdOmTVAoFCguLkZlZaVgmz2KZ2c+N86EZ4mIiIjICbi5uWHhwoX44osvkJaW1mUxGx8fj5aWls52Tx6OQtZj8UxERETkRAYPHozNmzejvLxc1P49eTgKWY/FMxEREZETMl1Royv2GLJB4rF4JiIiInIyRqMRU6dOFbUvi2fH4mobRERERA7Q3NyMs2fPoqqqCg0NDZ2rWXh7e2PAgAGIiIhAREQElEolXnzxRYvHqKysRFpammC1DRbPjsXimYiIiKgXNDQ0oLCwEIcOHcKpU6dw/vx5s4eemHJ3d0dYWBjOnz9vtk2n00GlUuHYsWPYsWMHNBoNWltbe/xwFLIOi2ciIiIiOzEajTh69CjeeecdFBYWorGx0arXt7e3Wyycx48fj5CQEAA/rsoxa9Ys7Nmzh0vMORjPNhEREZEdlJSUICIiAjExMdixY4fVhfO9nDp1ChERESgpKensGzx4MBYuXGi3n0HiyL54NhqN2L17N6ZOnYr7778fvr6+ePDBB5GamooLFy5IHR4Rkcupra2FQqEQ/PP09MTIkSORmJhotrxWfn6+2f5d/YuJiZHmTRH1wNWrVzFv3jzExcXh3Llz3e6vUqkQHR2NuLg4xMXFITo6GiqVqtvXnTt3DnFxcXj22WfxzTff2CN0soHsh20sX74cb775Ju6//37MmjULfn5+OHXqFPLy8vAf//Ef+Pvf/46xY8dKHSYRkctRqVRISkoCANy5cwcVFRUoLCzEnj17UFJSgujoaADAhAkTsGbNmnsea8uWLbhx4wYiIiJ6PW4iezEajdi2bRtefvllNDQ0WNzH3d0dM2fOxBNPPIHx48dj3LhxGDBggMV91Wo1tFpttz/3gw8+wL59+5CdnY3U1NQevQeynqyL52vXrmHjxo0IDAzEqVOnBAuI5+Tk4A9/+APefPNNvP322xJGSUTkmkJDQ/Hqq68K+jIzM7FixQqsWrUKR44cAXC3eJ4wYUKXx9mwYQNu3LiByMhIbNiwoRcjJrKftrY2LF26FFu2bLG4PTw8HC+88AKSkpIQEBDQ7fFu3bplsXDWaDT48MMPzcZBNzQ0QK1W48yZM8jJyYGHh6xLOqci62EbtbW1MBgMmDx5stmTd5566ikAwLfffitFaEREsvTCCy8AACoqKkTtX1JSAo1GA39/fxQVFcHb27s3wyOyi5aWFiQmJlosnAcPHgytVouqqiosX75cVOEMAPfff79ZX3R0NDIzM1FVVYXc3FwMGjTIbJ/NmzcjMTFR8Lhu6l2yLp7DwsLg5eWFTz/9FPX19YJtH330EQDg8ccflyI0IiJZE3MX7MKFC5g7dy4UCgUKCwsxevRoB0RG1DOtra2YM2cOioqKzLYtWLAA58+fR0pKilUrYBw+fLhzzeef6pgc6ObmhtTUVHzxxRdYsGCB2X5FRUWYM2cOWltbrXgnZCtZF89DhgxBZmYmvvrqK4SHh2PRokXQaDR44oknoNFosHjxYqSnp0sdJhGRbGzfvh0A8Oijj95zvzt37mDWrFn47rvvkJOT0zk+msjZrVq1Cnv37hX0eXl54W9/+xvy8/Ph7+9v1fG6epLg9u3b4enpKejz9/dHfn4+/vrXv8LLy0uwbe/evVi9erVVP5tsI/sBMsuWLcPIkSPx+9//Hrm5uZ39jz76KJ577jmXGyNkNBrtuvSNq+C3adu1trbizp07dj8m2UZO10On03WOee6YMFhaWorhw4cjOzv7nq99/vnncfr0aSxcuFDSmxhyuh5y4OzXo7i4GFlZWYK+fv364aOPPrJ5pZiuniTYMQTKkueeew4jRozAU089JThfWVlZePzxxxEbG2tTLCSSUebWrl1r9PT0NL7++uvGy5cvGxsaGoxlZWXGhx56yOjh4WH88MMPpQ7RKj/88IMRQJ//t3jxYqkvhdNavHgxr4cTkeP1uHjxYpc/OyAgwFhdXX3P17/22mtGAMaoqChjc3Nzr8ZqSo7Xw5W50vW4fv26cfjw4YJjeXp6GsvKymx+/99//73FGHU6najXl5WVGT09Pc1y8Pr16zbFY3o9+Nm1TNbDNkpKSrBmzRqkp6cjIyMDo0aNQv/+/fHoo49i79698PT0xEsvvSR1mERELmn69OkwGo0wGo2oq6tDdnY26urq8PTTT+OHH36w+Jp9+/Zh9erVCAgIwK5du6BUKh0cNZFt1Go1rl+/Luh74403uh2idC9dTRIUs+YzcPev6KZ3wq9du4ZFixbZHBN1z7XGLFjp448/BgCLY4kCAgIQHh6Ozz//HD/88AP69+/v6PBs4uvr2+UvJTlbtmwZ8vLypA7DJSUnJyMnJ8eux+T1sJ1cr8ewYcOwfPly3L59G6+99hpeeeUVbNy4UbDPl19+id/+9rfw8PDAzp07MXLkSGmC/Qm5Xg9X5azXo6qqymyC4JNPPtnlkAsxupskKNaLL76I4uLizpoHAHbv3o2zZ89izJgxNsdHXZN18dyxbEtXy9F9++23cHNzMxuQ78wUCgX69esndRgO50rXyNl4enra/TPD62E7uV+PlStX4u2338Zbb72FpUuXIigoCABQX1+PZ555Brdv30Zubi4mT54sbaD/R+7Xw9U46/V48803Be377ruv88mZtjBaMUmwO25ubsjPz0d4eDi+//57QcwdE3jJvmQ9bKPjf85vvvkmbt++LdiWm5uLK1eu4OGHH+afDYmI7MTHxwcajQatra1Yt24dgLuFQlJSUucSXnwiGrmSa9eu4f333xf0LV68GMOGDbP5mLZMErwXf39/LF68WND33nvv4dq1azYdj+5N1neeExISsHXrVhw9ehQPPPAAnn76aQwaNAiVlZX45JNP4OPjY/ZtkoiIeiYlJQVZWVl49913sXLlSuzevRt79+6Fl5cXhgwZYvZUQlPdbSdyJK1WK3gAiZeXV49WiLl16xY2bdpk1q/T6Ww+JgCkp6cjOzu7M9aWlhZotVqsWbOmR8clc7Iunt3d3XHw4EHk5OSgoKAAf/vb39DS0oLhw4cjKSkJK1euxM9+9jOpwyQikhVvb2+sWLECS5Yswdq1azsfFtHS0oLXX3+929ezeCZn8sknnwja8+fPx/Dhw20+Xk8nCXYlICAASUlJePvttzv7SktLWTz3AlkXzwCgVCqRkZGBjIwMqUMhIpKFoKAgGI3Ge+6Tnp4uuDuXn5/fy1ER2V9bWxvKy8sFfbNmzbL5ePaaJNiVWbNmCYrn8vJytLW1udwzLZydrMc8ExEREdnqzJkzZg8mi4qKsulY9pwk2BXT2O7cuYOqqiq7HJt+xOKZiIiIyIITJ04I2iqVyuaJgvaeJGiJv78/QkJCBH2m74F6jsUzERERkQVfffWVoD1x4kSbjtNbkwQtMY3R9D1Qz7F4JiIiIrKgqalJ0B44cKBNx+mtSYKWmMZo+h6o5ziCnIiIiMiCl156CfPmzUNTUxOampowYsQIq4/R25METS1ZsgRz5syBj48PfHx8nOJJnnLD4pmIiIjIglGjRmHUqFE2v94RkwRNTZgwARMmTOiVY9NdHLZBRERE1AscMUmQHI/FMxEREZGdOXKSIDkWi2ciIiIiO3PkJEFyLBbPRERERHbk6EmC5FgsnomIZMZgMEgdgtPiuaHe/gxIMUnQXpgf4rB4JiJycUqlUtBuaWmRKBLnp9frBW1vb2+JIiFHcXR+uPIkQeaHOCyeiYhcnOkvuMbGRokicX6m54bFgfw5Mj9cfZIg80McFs9ERC5u6NChgvbly5clisT5XblyRdAeMmSIRJGQozgyP1x9kiDzQxwWz0RELi40NFTQdpW7XFKorq4WtMPCwiSKhBzFUflx9uxZl58kyPwQh8UzEZGLM/0Fd/36ddTX10sUjfOqr69HXV2doI/Fgfw5Ij+MRiPS09PN+l1hkmAH5od4LJ6JiFxcSEgIFAqFoM/0DhKZnxM3NzcEBwdLFA05iiPyo6WlBWPGjIGb249l1eTJk11ikmAH5od4LJ6JiFycUqlEYGCgoM+V/lTsKMXFxYJ2YGCg2UoMJD+OyA+lUonNmzejvLwcDz/8MPz8/LBz5067/ozexvwQj8UzEZEMTJ8+XdAuLCyUKBLnZXpOTM8ZyZej8mPixIk4duwYjh8/joCAgF75Gb2F+SEei2ciIhlISEgQtCsqKnDhwgWJonE+NTU1qKysFPSZnjOSL0fmh5ubG8aMGdMrx+4tzA/rsHgmIpKBKVOmYNiwYYI+S+vN9lWbN28WtP39/REdHS1RNORozI97Y35Yh8UzEZEMeHh44De/+Y2gb9OmTThz5oxEETmP06dPmxVKv/71r+Hh4SFRRORozI+uMT+sx+KZiEgmli9fLpjg097ejrS0NBgMBgmjkpbBYEBaWhra29s7+5RKJZYvXy5hVCQF5oc55odtWDwTEcmESqXCH//4R0Hf0aNHoVar+2SBYDAYoFarUVZWJujXaDQu88Q3sh/mhxDzw3YsnomIZCQjI8NsWa68vLw+VyB0FAZ5eXmC/qCgIGRkZEgUFUmN+XEX86NnWDwTEcmIr68vtm3bZjZeMS8vDzExMTh9+rREkTnO6dOnERMTY1YYeHh4QKvVwsfHR6LISGrMD+aHPbB4JiKSmfj4eBQUFJgVCGVlZZg4cSKWLVuGmpoaiaLrPTU1NVi2bBkmTpxo9qdoDw8PFBQUID4+XqLoyFkwP5gfPcXimYhIhmbPnm2xQGhvb8fGjRsRGhqKyMhIZGZmoqKiAvX19RJFarv6+npUVFQgMzMTkZGRCA0NxcaNGwWTn4AfC4PZs2dLFCk5G+bHj5gf1uM6JEREMjV79mzs27cPqampqK2tNdteWVmJyspKrFixAsDdtV3DwsIwatQo+Pr6QqlUws3NOe6xGAwG6PV6NDY24sqVK6iurkZdXV23rwsKCoJWq+UdNTLD/GB+2IrFMxGRjMXHx+Ps2bPIzMxEVlYW9Hp9l/vW1dWJ+oXrCpRKJTQaDTIyMjiGk7rE/GB+2MI5vjIREVGv8fHxwdq1a1FVVQW1Wm32pDU58ff3h1qtRlVVFdauXcvCgLrF/CBrsXgmIuojVCoVtm7diqtXr+LQoUNQq9UIDg6GQqGQOjSbKRQKBAcHQ61W49ChQ/j666+xdetWrlNLVmN+kFgctkFE1Md4eHhg2rRpmDZtGgBAr9fj4sWLqK6uRnV1NW7evInm5mY0NzdLHKmQt7c3vL29MWTIEISFhSEsLAzBwcGCp8YR9RTzg7rD4pmIqI9TKpUIDw9HeHi41KEQOR3mB5nisA0iIiIiIpFYPBMRERERicTimYiIiIhIJBbPREREREQisXgmIiIiIhKJxTMRERERkUgsnomIiIiIRGLxTEREREQkEotnIiIiIiKRWDwTEREREYnE4pmIiIiISCQWz0REREREIrF4JiIiIiISicUzEREREZFILJ6JiIiIiERi8UxEREREJBKLZyIiIiIikVg8ExERERGJxOKZiIiIiEgkD6kDICIiaen1ely4cAHV1dXQ6XS4ceMGmpubodfrpQ5NQKlUwtvbG0OHDkVoaCjCwsIQEhICpVIpdWgkY8wPMsXimYioj2lra8ORI0dQWFiIAwcO4NKlSzAajVKHZROFQoHAwEBMnz4dCQkJmDJlCjw8+KuNbMf8oO5w2AYRUR+h0+mwaNEijBgxArGxsdBqtaitrXXZwgAAjEYjamtrodVqERsbixEjRmDRokWoqamROjRyMcwPEovFMxGRzDU2NmL16tWIiIhAbm4uvv32W6lD6jXffvstcnNzERERgdWrV6OxsVHqkMjJMT/IWrx3T0QkYwcPHkRKSgouXbrU7b7Dhw9HaGgoRo8eDV9fX3h5ecHNzTnusRgMBrS0tKCxsRGXL1+GTqfD9evXu9xfr9dj3bp1eO+996DVahEfH+/AaMlVMD+YH7Zg8UxEJFNFRUVITExEW1ubxe2RkZFISEhAbGwswsLC4Ofn5+AIe6a+vh7V1dUoKSlBQUEBKisrzfapra3FzJkzUVBQgNmzZ0sQJTkr5gfzw1bO8ZWJiIjsqqvCwN3dHUuXLkVNTQ3Ky8uh0WgQGRnpcoUBAPj5+SEyMhIajQYVFRXQ6XRYunQp3N3dBfu1tbUhMTERRUVFEkVKzob58SPmh/VYPBMRyczBgwctFgbR0dE4efIkcnJyEBISIlF0vUelUiEnJwcnT55EdHS0YFtHgXDw4EGJoiNn0Rfyo6yszKyP+WE/LJ6JiGSksbERKSkpZoVBcnIySktLMXbsWIkic5yxY8eitLQUycnJgv62tjakpqaiqalJoshIanLPD4PBgIyMDLz77rtd7sP86DkWz0REMpKZmWk2+Sk5ORm5ublOM7nJEdzc3JCbm2tWINTW1iIzM1OiqEhqcs6PpqYmzJ07F1lZWXj44YfvuS/zo2dc+5NCRESddDod3njjDUFfdHS0LAoDW3QUCI899pigPysri+vc9kFyzo/r168jJiYGO3fuBIBui2eA+dETrv1pISKiThs2bBA8Mtjd3R1btmxx+cKgJ9zc3LBlyxbBJCm9Xo/169dLGBVJQa75UVVVhaioKHz22WcAgEGDBuHBBx8U9Vrmh21c+xNDREQA7o5X3LVrl6BvyZIlLj+G0x7GjRuHJUuWCPp2797d5RJlJD9yzY+SkhI88sgjgqEoUVFRVn0hYH5Yj8UzEZEMHDlyxOzJaKa/EPuy9PR0Qbuurg5Hjx6VKBpyNDnmx/bt2zFjxgzU19cL+sUM2TDF/LAOi2ciIhkoLCwUtCMjI11+uS17UqlUmDRpkqDP9JyRfMkpPwwGAzQaDZKTky3eHbaleGZ+WIfFMxGRDBw4cEDQTkhIkCgS52V6TkzPGcmXXPKjqakJiYmJZhMfOygUCkRFRdl0bOaHeCyeiYhcnF6vN1t+KzY2VqJonFdcXJygfenSJcEEMpInueRHx4oapmO3f2rMmDEYOHCgTcdnfojH4pmIyMVduHABRqNR0PfAAw9IFI3zCgsLE7QNBgMuXrwoUTTkKHLID9MVNbpiy5CNDswP8Vg8ExG5uOrqakF7+PDhGDBggETROC8/Pz/4+/sL+kzPHcmPq+dHcXGx2YoaADBw4ECzVTV6UjwzP8Rj8UxE5OJ0Op2gHRoaKlEkzs/07hqLA/lz5fzIy8uzuKJGUFAQCgoKYDAYBP09KZ4B5odYLJ6JiFzcjRs3BO3Ro0dLFInzGzVqlKB98+ZNiSIhR3HF/OhYUSMlJQXt7e2CbVFRUThx4gRu374t6Lfm4ShdYX6I4yF1AERE1DPNzc2Ctq+vr0SROD/Tc2N67kh+XC0/Ghsb8bvf/c7ixMCEhATs2LEDPj4+OH78uGCbtQ9HsYT5IQ6LZyIiF2c6I97Ly0uiSJyfUqkUtFkcyJ8r5cd3332HGTNmdDkxMCAgAD4+PgBgVjz3dMgGwPwQi8M2iIhkpqd3n+SM54ac+TMwaNAgqNVqDBs2zOL2TZs2QaFQoLi4GJWVlYJt9iienfncOBOeJSIiIiIn4ObmhoULF+KLL75AWlpal8VsfHw8WlpaOts9eTgKWY/FMxEREZETGTx4MDZv3ozy8nJR+/fk4ShkPRbPRERERE7IdEWNrthjyAaJx+KZiIiIyMkYjUZMnTpV1L4snh2Lq20QEREROUBzczPOnj2LqqoqNDQ0dK5m4e3tjQEDBiAiIgIRERFQKpV48cUXLR6jsrISaWlpgtU2WDw7FotnIiIiol7Q0NCAwsJCHDp0CKdOncL58+fNHnpiyt3dHWFhYTh//rzZNp1OB5VKhWPHjmHHjh3QaDRobW3t8cNRyDosnomIiIjsxGg04ujRo3jnnXdQWFiIxsZGq17f3t5usXAeP348QkJCAPy4KsesWbOwZ88eLjHnYDzbRERERHZQUlKCiIgIxMTEYMeOHVYXzvdy6tQpREREoKSkpLNv8ODBWLhwod1+Bokj++LZYDBg8+bNmDRpEnx9feHn54fo6Gj813/9l9ShERG5pNraWigUCsE/T09PjBw5EomJiWbLa+Xn55vt39W/mJgYad4UUQ9cvXoV8+bNQ1xcHM6dO9ft/iqVCtHR0YiLi0NcXByio6OhUqm6fd25c+cQFxeHZ599Ft988409QicbyHrYhtFoRGJiInbt2gWVSoUXXngBer0eH374IZ555hls2rQJ6enpUodJROSSVCoVkpKSAAB37txBRUUFCgsLsWfPHpSUlCA6OhoAMGHCBKxZs+aex9qyZQtu3LiBiIiIXo+byF6MRiO2bduGl19+GQ0NDRb3cXd3x8yZM/HEE09g/PjxGDduHAYMGGBxX7VaDa1W2+3P/eCDD7Bv3z5kZ2cjNTW1R++BrCfr4nnXrl3YtWsXJk+ejOLi4s7nwf/bv/0bHnroISxfvhxPPfUUgoKCpA2UiMgFhYaG4tVXXxX0ZWZmYsWKFVi1ahWOHDkC4G7xPGHChC6Ps2HDBty4cQORkZHYsGFDL0ZMZD9tbW1YunQptmzZYnF7eHg4XnjhBSQlJSEgIKDb4926dcti4azRaPDhhx+ajYNuaGiAWq3GmTNnkJOTAw8PWZd0TkXWwzY+/PBDAMDKlSs7C2cAGDp0KJYtWwa9Xo933nlHqvCIiGTnhRdeAABUVFSI2r+kpAQajQb+/v4oKiqCt7d3b4ZHZBctLS1ITEy0WDgPHjwYWq0WVVVVWL58uajCGQDuv/9+s77o6GhkZmaiqqoKubm5GDRokNk+mzdvRmJiouBx3dS7ZF08X7t2DQAQHBxstq2j75NPPnFoTEREfYGYu2AXLlzA3LlzoVAoUFhYiNGjRzsgMqKeaW1txZw5c1BUVGS2bcGCBTh//jxSUlKsWgHj8OHDnWs+/1TH5EA3Nzekpqbiiy++wIIFC8z2Kyoqwpw5c9Da2mrFOyFbybp4Hjp0KADg4sWLZts6+r788kuHxkREJGfbt28HADz66KP33O/OnTuYNWsWvvvuO+Tk5HSOjyZydqtWrcLevXsFfV5eXvjb3/6G/Px8+Pv7W3W8rp4kuH37dnh6egr6/P39kZ+fj7/+9a/w8vISbNu7dy9Wr15t1c8m28h6gMyMGTPwwQcfIDMzE9OmTev8c+DNmzexceNGAHfHGLkSo9Fo16VvXAW/TduutbUVd+7csfsxyTZyuh46na5zzHPHhMHS0lIMHz4c2dnZ93zt888/j9OnT2PhwoWSTtyW0/WQA2e/HsXFxcjKyhL09evXDx999JHNK8V09STBjiFQljz33HMYMWIEnnrqKcH5ysrKwuOPP47Y2FibYiFxZF08P/fcc8jPz0dpaSnGjRuHJ554Aq2trdizZw+GDx8OAC63sHhjYyP69+8vdRjkQvLy8pCXlyd1GPR/5HQ9ampqsHbtWkFfQEAAysrKEBoa2uXr/vSnP2Hnzp2IiorC1q1bezvMe5LT9ZADZ74edXV1mD9/vqDP09MT+/fv7/YvLV25desWNm3aZNav0+m6fW1MTAz279+PadOmdX5BMBqNmD9/Pk6dOmX1HXASz7UqRyt5eHjg448/xquvvgo3Nzds27YNu3fvxjPPPIOdO3cCAD9cREQ2mj59OoxGI4xGI+rq6pCdnY26ujo8/fTT+OGHHyy+Zt++fVi9ejUCAgKwa9cuKJVKB0dNZBu1Wo3r168L+t544w2bC2eg60mCYtZ8Bu4OjzK9E37t2jUsWrTI5pioe7K+8wwASqUSa9asMVtj9PDhwwCAhx56SIKobOfr69vlLyU5W7ZsmdPejXB2ycnJyMnJsesxeT1sJ9frMWzYMCxfvhy3b9/Ga6+9hldeeaVzeFyHL7/8Er/97W/h4eGBnTt3YuTIkdIE+xNyvR6uylmvR1VVldkEwSeffLLLIRdidDdJUKwXX3wRxcXF+Pjjjzv7du/ejbNnz2LMmDE2x0ddk33x3JW//vWvAIB58+ZJHIl1FAoF+vXrJ3UYDmc6aYLE8/T0tPtnhtfDdnK/HitXrsTbb7+Nt956C0uXLu1cR7++vh7PPPMMbt++jdzcXEyePFnaQP+P3K+Hq3HW6/Hmm28K2vfdd1/nkzNtYc0kwe64ubkhPz8f4eHh+P777wUxd0zgJfuS9bAN4O7/sE3t3LkTb7/9Nn7xi1/g17/+tQRRERHJk4+PDzQaDVpbW7Fu3ToAdwuFpKSkziW8+EQ0ciXXrl3D+++/L+hbvHgxhg0bZvMxbZkkeC/+/v5YvHixoO+9997rXLKX7Ev2d56joqIwevRo/OxnP4O3tzc+++wzHD58GCEhISgsLIS7u7vUIRIRyUpKSgqysrLw7rvvYuXKldi9ezf27t0LLy8vDBkyxOyphKa6207kSFqtVvAAEi8vrx6tENOTSYL3kp6ejuzs7M5YW1paoNVqzYatUs/JvnieO3cudu/ejRMnTqC1tRXBwcF45ZVX8PLLL8PPz0/q8IiIZMfb2xsrVqzAkiVLsHbt2s5VjVpaWvD66693+3oWz+RMTB+mNn/+/M4Vu2zR00mCXQkICEBSUhLefvvtzr7S0lIWz71A9sXzq6++yv8RExHZUVBQEIxG4z33SU9PF9ydy8/P7+WoiOyvra0N5eXlgr5Zs2bZfDx7TRLsyqxZswTFc3l5Odra2kQ98ZPEk/2YZyIiIiJbnDlzxuzBZFFRUTYdy56TBLtiGtudO3dQVVVll2PTj1g8ExEREVlw4sQJQVulUtk8UdDekwQt8ff3R0hIiKDP9D1Qz7F4JiIiIrLgq6++ErQnTpxo03F6a5KgJaYxmr4H6jkWz0REREQWNDU1CdoDBw606Ti9NUnQEtMYTd8D9RxHkBMRERFZ8NJLL2HevHloampCU1MTRowYYfUxenuSoKklS5Zgzpw58PHxgY+Pj1M8yVNuWDwTERERWTBq1CiMGjXK5tc7YpKgqQkTJmDChAm9cmy6i8M2iIiIiHqBIyYJkuOxeCYiIiKyM0dOEiTHYvFMREREZGeOnCRIjsXimYiIiMiOHD1JkByLxTMRkcwYDAapQ3BaPDfU258BKSYJ2gvzQxwWz0RELk6pVAraLS0tEkXi/PR6vaDt7e0tUSTkKI7OD1eeJMj8EIfFMxGRizP9BdfY2ChRJM7P9NywOJA/R+aHq08SZH6Iw+KZiMjFDR06VNC+fPmyRJE4vytXrgjaQ4YMkSgSchRH5oerTxJkfojD4pmIyMWFhoYK2q5yl0sK1dXVgnZYWJhEkZCjOCo/zp496/KTBJkf4rB4JiJycaa/4K5fv476+nqJonFe9fX1qKurE/SxOJA/R+SH0WhEenq6Wb8rTBLswPwQj8UzEZGLCwkJgUKhEPSZ3kEi83Pi5uaG4OBgiaIhR3FEfrS0tGDMmDFwc/uxrJo8ebJLTBLswPwQj8UzEZGLUyqVCAwMFPS50p+KHaW4uFjQDgwMNFuJgeTHEfmhVCqxefNmlJeX4+GHH4afnx927txp15/R25gf4rF4JiKSgenTpwvahYWFEkXivEzPiek5I/lyVH5MnDgRx44dw/HjxxEQENArP6O3MD/EY/FMRCQDCQkJgnZFRQUuXLggUTTOp6amBpWVlYI+03NG8uXI/HBzc8OYMWN65di9hflhHRbPREQyMGXKFAwbNkzQZ2m92b5q8+bNgra/vz+io6MlioYcjflxb8wP67B4JiKSAQ8PD/zmN78R9G3atAlnzpyRKCLncfr0abNC6de//jU8PDwkiogcjfnRNeaH9Vg8ExHJxPLlywUTfNrb25GWlgaDwSBhVNIyGAxIS0tDe3t7Z59SqcTy5csljIqkwPwwx/ywDYtnIiKZUKlU+OMf/yjoO3r0KNRqdZ8sEAwGA9RqNcrKygT9Go3GZZ74RvbD/BBiftiOxTMRkYxkZGSYLcuVl5fX5wqEjsIgLy9P0B8UFISMjAyJoiKpMT/uYn70DItnIiIZ8fX1xbZt28zGK+bl5SEmJganT5+WKDLHOX36NGJiYswKAw8PD2i1Wvj4+EgUGUmN+cH8sAcWz0REMhMfH4+CggKzAqGsrAwTJ07EsmXLUFNTI1F0vaempgbLli3DxIkTzf4U7eHhgYKCAsTHx0sUHTkL5gfzo6dYPBMRydDs2bMtFgjt7e3YuHEjQkNDERkZiczMTFRUVKC+vl6iSG1XX1+PiooKZGZmIjIyEqGhodi4caNg8hPwY2Ewe/ZsiSIlZ8P8+BHzw3pch4SISKZmz56Nffv2ITU1FbW1tWbbKysrUVlZiRUrVgC4u7ZrWFgYRo0aBV9fXyiVSri5Occ9FoPBAL1ej8bGRly5cgXV1dWoq6vr9nVBQUHQarW8o0ZmmB/MD1uxeCYikrH4+HicPXsWmZmZyMrKgl6v73Lfuro6Ub9wXYFSqYRGo0FGRgbHcFKXmB/MD1s4x1cmIiLqNT4+Pli7di2qqqqgVqvNnrQmJ/7+/lCr1aiqqsLatWtZGFC3mB9kLRbPRER9hEqlwtatW3H16lUcOnQIarUawcHBUCgUUodmM4VCgeDgYKjVahw6dAhff/01tm7dynVqyWrMDxKLwzaIiPoYDw8PTJs2DdOmTQMA6PV6XLx4EdXV1aiursbNmzfR3NyM5uZmiSMV8vb2hre3N4YMGYKwsDCEhYUhODhY8NQ4op5iflB3WDwTEfVxSqUS4eHhCA8PlzoUIqfD/CBTHLZBRERERCQSi2ciIiIiIpFYPBMRERERicTimYiIiIhIJBbPREREREQisXgmIiIiIhKJxTMRERERkUgsnomIiIiIRGLxTEREREQkEotnIiIiIiKRWDwTEREREYnE4pmIiIiISCQWz0REREREIrF4JiIiIiISicUzEREREZFILJ6JiIiIiERi8UxEREREJBKLZyIiIiIikVg8ExERERGJ5CF1AEREJC29Xo8LFy6guroaOp0ON27cQHNzM/R6vdShCSiVSnh7e2Po0KEIDQ1FWFgYQkJCoFQqpQ6NZIz5QaZYPBMR9TFtbW04cuQICgsLceDAAVy6dAlGo1HqsGyiUCgQGBiI6dOnIyEhAVOmTIGHB3+1ke2YH9QdDtsgIuojdDodFi1ahBEjRiA2NhZarRa1tbUuWxgAgNFoRG1tLbRaLWJjYzFixAgsWrQINTU1UodGLob5QWKxeCYikrnGxkasXr0aERERyM3Nxbfffit1SL3m22+/RW5uLiIiIrB69Wo0NjZKHRI5OeYHWYv37omIZOzgwYNISUnBpUuXut13+PDhCA0NxejRo+Hr6wsvLy+4uTnHPRaDwYCWlhY0Njbi8uXL0Ol0uH79epf76/V6rFu3Du+99x60Wi3i4+MdGC25CuYH88MWLJ6JiGSqqKgIiYmJaGtrs7g9MjISCQkJiI2NRVhYGPz8/BwcYc/U19ejuroaJSUlKCgoQGVlpdk+tbW1mDlzJgoKCjB79mwJoiRnxfxgftjKOb4yERGRXXVVGLi7u2Pp0qWoqalBeXk5NBoNIiMjXa4wAAA/Pz9ERkZCo9GgoqICOp0OS5cuhbu7u2C/trY2JCYmoqioSKJIydkwP37E/LAei2ciIpk5ePCgxcIgOjoaJ0+eRE5ODkJCQiSKrveoVCrk5OTg5MmTiI6OFmzrKBAOHjwoUXTkLPpCfpSVlZn1MT/sh8UzEZGMNDY2IiUlxawwSE5ORmlpKcaOHStRZI4zduxYlJaWIjk5WdDf1taG1NRUNDU1SRQZSU3u+WEwGJCRkYF33323y32YHz3H4pmISEYyMzPNJj8lJycjNzfXaSY3OYKbmxtyc3PNCoTa2lpkZmZKFBVJTc750dTUhLlz5yIrKwsPP/zwPfdlfvSMa39SiIiok06nwxtvvCHoi46OlkVhYIuOAuGxxx4T9GdlZXGd2z5Izvlx/fp1xMTEYOfOnQDQbfEMMD96wrU/LURE1GnDhg2CRwa7u7tjy5YtLl8Y9ISbmxu2bNkimCSl1+uxfv16CaMiKcg1P6qqqhAVFYXPPvsMADBo0CA8+OCDol7L/LCNa39iiIgIwN3xirt27RL0LVmyxOXHcNrDuHHjsGTJEkHf7t27u1yijORHrvlRUlKCRx55RDAUJSoqyqovBMwP67F4JiKSgSNHjpg9Gc30F2Jflp6eLmjX1dXh6NGjEkVDjibH/Ni+fTtmzJiB+vp6Qb+YIRummB/WYfFMRCQDhYWFgnZkZKTLL7dlTyqVCpMmTRL0mZ4zki855YfBYIBGo0FycrLFu8O2FM/MD+uweCYikoEDBw4I2gkJCRJF4rxMz4npOSP5kkt+NDU1ITEx0WziYweFQoGoqCibjs38EI/FMxGRi9Pr9WbLb8XGxkoUjfOKi4sTtC9duiSYQEbyJJf86FhRw3Ts9k+NGTMGAwcOtOn4zA/xWDwTEbm4CxcuwGg0CvoeeOABiaJxXmFhYYK2wWDAxYsXJYqGHEUO+WG6okZXbBmy0YH5IR6LZyIiF1ddXS1oDx8+HAMGDJAoGufl5+cHf39/QZ/puSP5cfX8KC4uNltRAwAGDhxotqpGT4pn5od4LJ6JiFycTqcTtENDQyWKxPmZ3l1jcSB/rpwfeXl5FlfUCAoKQkFBAQwGg6C/J8UzwPwQi8UzEZGLu3HjhqA9evRoiSJxfqNGjRK0b968KVEk5CiumB8dK2qkpKSgvb1dsC0qKgonTpzA7du3Bf3WPBylK8wPcTykDoCIiHqmublZ0Pb19ZUoEudnem5Mzx3Jj6vlR2NjI373u99ZnBiYkJCAHTt2wMfHB8ePHxdss/bhKJYwP8Rh8UxE5OJMZ8R7eXlJFInzUyqVgjaLA/lzpfz47rvvMGPGjC4nBgYEBMDHxwcAzIrnng7ZAJgfYnHYBhGRzPT07pOc8dyQM38GBg0aBLVajWHDhlncvmnTJigUChQXF6OyslKwzR7FszOfG2fCs0RERETkBNzc3LBw4UJ88cUXSEtL67KYjY+PR0tLS2e7Jw9HIeuxeCYiIiJyIoMHD8bmzZtRXl4uav+ePByFrMfimYiIiMgJma6o0RV7DNkg8Vg8ExERETkZo9GIqVOnitqXxbNjcbUNIiIiIgdobm7G2bNnUVVVhYaGhs7VLLy9vTFgwABEREQgIiICSqUSL774osVjVFZWIi0tTbDaBotnx2LxTERERNQLGhoaUFhYiEOHDuHUqVM4f/682UNPTLm7uyMsLAznz58326bT6aBSqXDs2DHs2LEDGo0Gra2tPX44ClmHxTMRERGRnRiNRhw9ehTvvPMOCgsL0djYaNXr29vbLRbO48ePR0hICIAfV+WYNWsW9uzZwyXmHIxnm4iIiMgOSkpKEBERgZiYGOzYscPqwvleTp06hYiICJSUlHT2DR48GAsXLrTbzyBxZFM8v//++0hNTcVDDz0EpVIJhUKB/Pz8Lvevr6/HH/7wBwQGBkKpVCIoKAgvv/wyfvjhB8cFTUTkgmpra6FQKAT/PD09MXLkSCQmJpotr5Wfn2+2f1f/YmJipHlTRD1w9epVzJs3D3FxcTh37ly3+6tUKkRHRyMuLg5xcXGIjo6GSqXq9nXnzp1DXFwcnn32WXzzzTf2CJ1sIJthG6+88gouXbqEoUOH4v7778elS5e63PfOnTuYMmUKTp48ifj4eDz77LP4/PPPsX79ehw5cgRHjx6Ft7e3A6MnInI9KpUKSUlJAO7+f7WiogKFhYXYs2cPSkpKEB0dDQCYMGEC1qxZc89jbdmyBTdu3EBERESvx01kL0ajEdu2bcPLL7+MhoYGi/u4u7tj5syZeOKJJzB+/HiMGzcOAwYMsLivWq2GVqvt9ud+8MEH2LdvH7Kzs5Gamtqj90DWk03xvH37doSFhSEwMBCZmZlYsWJFl/u+8cYbOHnyJDQaDTIzMzv7MzIykJWVhZycnHu+noiIgNDQULz66quCvo7//65atQpHjhwBcLd4njBhQpfH2bBhA27cuIHIyEhs2LChFyMmsp+2tjYsXboUW7Zssbg9PDwcL7zwApKSkhAQENDt8W7dumWxcNZoNPjwww/NxkE3NDRArVbjzJkzyMnJgYeHbEo6pyebYRuxsbEIDAzsdj+j0Yjt27ejf//+WLVqlWDbqlWr0L9/f2zfvr23wiQikrUXXngBAFBRUSFq/5KSEmg0Gvj7+6OoqIh/9SOX0NLSgsTERIuF8+DBg6HValFVVYXly5eLKpwB4P777zfri46ORmZmJqqqqpCbm4tBgwaZ7bN582YkJiYKHtdNvUs2xbNY1dXVuHr1KiZPnox+/foJtvXr1w+TJ0/GhQsXcPnyZYkiJCJyfWLugl24cAFz586FQqFAYWEhRo8e7YDIiHqmtbUVc+bMQVFRkdm2BQsW4Pz580hJSbFqBYzDhw93rvn8Ux2TA93c3JCamoovvvgCCxYsMNuvqKgIc+bMQWtrqxXvhGzVJ4tnAAgLC7O4vaO/Yz8iIhKv4y93jz766D33u3PnDmbNmoXvvvsOOTk5neOjiZzdqlWrsHfvXkGfl5cX/va3vyE/Px/+/v5WHa+rJwlu374dnp6egj5/f3/k5+fjr3/9K7y8vATb9u7di9WrV1v1s8k2fW6ATMdz4gcOHGhxu5+fn2A/Z2M0Gu269I2r4Ldp27W2tuLOnTt2PybZRk7XQ6fTdY557pgwWFpaiuHDhyM7O/uer33++edx+vRpLFy4EOnp6Q6I1jI5XQ85cPbrUVxcjKysLEFfv3798NFHH9m8UkxXTxLsGAJlyXPPPYcRI0bgqaeeEpyvrKwsPP7444iNjbUpFhKnzxXPrq6xsRH9+/eXOgxyIXl5ecjLy5M6DPo/croeNTU1WLt2raAvICAAZWVlCA0N7fJ1f/rTn7Bz505ERUVh69atvR3mPcnpesiBM1+Puro6zJ8/X9Dn6emJ/fv3d/uXlq7cunULmzZtMuvX6XTdvjYmJgb79+/HtGnTOr8gGI1GzJ8/H6dOnbL6DjiJ1+eGbXTcce7qznJ9fb1gPyIismz69OkwGo0wGo2oq6tDdnY26urq8PTTT3e5Zv6+ffuwevVqBAQEYNeuXVAqlQ6Omsg2arUa169fF/S98cYbNhfOQNeTBMWs+QzcHR5leif82rVrWLRokc0xUff63J3n7sY0dzcmWmq+vr598kEuy5Ytc9q7Ec4uOTkZOTk5dj0mr4ft5Ho9hg0bhuXLl+P27dt47bXX8Morr2Djxo2Cfb788kv89re/hYeHB3bu3ImRI0dKE+xPyPV6uCpnvR5VVVVmEwSffPLJLodciNHdJEGxXnzxRRQXF+Pjjz/u7Nu9ezfOnj2LMWPG2Bwfda1PFs8jRozAp59+ijt37ghW3Lhz5w4+/fRTBAcHO+2sb4VCYbZKSF9gOmmCxPP09LT7Z4bXw3Zyvx4rV67E22+/jbfeegtLly5FUFAQgLt/1XvmmWdw+/Zt5ObmYvLkydIG+n/kfj1cjbNejzfffFPQvu+++zqfnGkLayYJdsfNzQ35+fkIDw/H999/L4iZS+/2jj43bEOhUOD3v/89fvjhB6xbt06wbd26dfjhhx+QnJwsUXRERK7Nx8cHGo0Gra2tnf+PNRqNSEpK6lzCi09EI1dy7do1vP/++4K+xYsXY9iwYTYf05ZJgvfi7++PxYsXC/ree+89XLt2zabj0b3J5s7z9u3bcezYMQDA6dOnO/sOHz4M4O64oN///vcAgD/+8Y/48MMPkZWVhc8//xyTJk1CZWUlDh48iF/84hdYunSpFG+BiEgWUlJSkJWVhXfffRcrV67E7t27sXfvXnh5eWHIkCFmTyU01d12IkfSarWCB5B4eXn1aIWYnkwSvJf09HRkZ2d3xtrS0gKtVos1a9b06LhkTjbF87Fjx7Bjxw5B36effopPP/20s91RPPfr1w9HjhzBq6++il27dqG0tBT3338/XnrpJaxZswY+Pj4OjZ2ISE68vb2xYsUKLFmyBGvXru18WERLSwtef/31bl/P4pmcySeffCJoz58/H8OHD7f5eD2dJNiVgIAAJCUl4e233+7sKy0tZfHcC2RTPOfn5yM/P1/0/gMHDkROTo7dJyYQEcldUFAQjEbjPfdJT08X3J2z5v/PRM6ira0N5eXlgr5Zs2bZfDx7TRLsyqxZswTFc3l5Odra2kQ98ZPE63NjnomIiIjEOHPmjNmDyaKiomw6lj0nCXbFNLY7d+6gqqrKLsemH7F4JiIiIrLgxIkTgrZKpbJ5oqC9Jwla4u/vj5CQEEGf6XugnmPxTERERGTBV199JWhPnDjRpuP01iRBS0xjNH0P1HMsnomIiIgsaGpqErRtffpwb00StMQ0RtP3QD3HEeREREREFrz00kuYN28empqa0NTUhBEjRlh9jN6eJGhqyZIlmDNnDnx8fODj4+MUT/KUGxbPRERERBaMGjUKo0aNsvn1jpgkaGrChAmYMGFCrxyb7uKwDSIiIqJe4IhJguR4LJ6JiIiI7MyRkwTJsVg8ExEREdmZIycJkmOxeCYiIiKyI0dPEiTHYvFMRCQzBoNB6hCcFs8N9fZnQIpJgvbC/BCHxTMRkYtTKpWCdktLi0SROD+9Xi9oe3t7SxQJOYqj88OVJwkyP8Rh8UxE5OJMf8E1NjZKFInzMz03LA7kz5H54eqTBJkf4rB4JiJycUOHDhW0L1++LFEkzu/KlSuC9pAhQySKhBzFkfnh6pMEmR/isHgmInJxoaGhgrar3OWSQnV1taAdFhYmUSTkKI7Kj7Nnz7r8JEHmhzgsnomIXJzpL7jr16+jvr5eomicV319Perq6gR9LA7kzxH5YTQakZ6ebtbvCpMEOzA/xGPxTETk4kJCQqBQKAR9pneQyPycuLm5ITg4WKJoyFEckR8tLS0YM2YM3Nx+LKsmT57sEpMEOzA/xGPxTETk4pRKJQIDAwV9rvSnYkcpLi4WtAMDA81WYiD5cUR+KJVKbN68GeXl5Xj44Yfh5+eHnTt32vVn9Dbmh3gsnomIZGD69OmCdmFhoUSROC/Tc2J6zki+HJUfEydOxLFjx3D8+HEEBAT0ys/oLcwP8Vg8ExHJQEJCgqBdUVGBCxcuSBSN86mpqUFlZaWgz/SckXw5Mj/c3NwwZsyYXjl2b2F+WIfFMxGRDEyZMgXDhg0T9Flab7av2rx5s6Dt7++P6OhoiaIhR2N+3BvzwzosnomIZMDDwwO/+c1vBH2bNm3CmTNnJIrIeZw+fdqsUPr1r38NDw8PiSIiR2N+dI35YT0Wz0REMrF8+XLBBJ/29nakpaXBYDBIGJW0DAYD0tLS0N7e3tmnVCqxfPlyCaMiKTA/zDE/bMPimYhIJlQqFf74xz8K+o4ePQq1Wt0nCwSDwQC1Wo2ysjJBv0ajcZknvpH9MD+EmB+2Y/FMRCQjGRkZZsty5eXl9bkCoaMwyMvLE/QHBQUhIyNDoqhIasyPu5gfPcPimYhIRnx9fbFt2zaz8Yp5eXmIiYnB6dOnJYrMcU6fPo2YmBizwsDDwwNarRY+Pj4SRUZSY34wP+yBxTMRkczEx8ejoKDArEAoKyvDxIkTsWzZMtTU1EgUXe+pqanBsmXLMHHiRLM/RXt4eKCgoADx8fESRUfOgvnB/OgpFs9ERDI0e/ZsiwVCe3s7Nm7ciNDQUERGRiIzMxMVFRWor6+XKFLb1dfXo6KiApmZmYiMjERoaCg2btwomPwE/FgYzJ49W6JIydkwP37E/LAe1yEhIpKp2bNnY9++fUhNTUVtba3Z9srKSlRWVmLFihUA7q7tGhYWhlGjRsHX1xdKpRJubs5xj8VgMECv16OxsRFXrlxBdXU16urqun1dUFAQtFot76iRGeYH88NWLJ6JiGQsPj4eZ8+eRWZmJrKysqDX67vct66uTtQvXFegVCqh0WiQkZHBMZzUJeYH88MWzvGViYiIeo2Pjw/Wrl2LqqoqqNVqsyetyYm/vz/UajWqqqqwdu1aFgbULeYHWYvFMxFRH6FSqbB161ZcvXoVhw4dglqtRnBwMBQKhdSh2UyhUCA4OBhqtRqHDh3C119/ja1bt3KdWrIa84PE4rANIqI+xsPDA9OmTcO0adMAAHq9HhcvXkR1dTWqq6tx8+ZNNDc3o7m5WeJIhby9veHt7Y0hQ4YgLCwMYWFhCA4OFjw1jqinmB/UHRbPRER9UXLHjAAALUtJREFUnFKpRHh4OMLDw6UOhcjpMD/IFIdtEBERERGJxOKZiIiIiEgkFs9ERERERCKxeCYiIiIiEonFMxERERGRSCyeiYiIiIhEYvFMRERERCQSi2ciIiIiIpFYPBMRERERicTimYiIiIhIJBbPREREREQisXgmIiIiIhKJxTMRERERkUgsnomIiIiIRGLxTEREREQkEotnIiIiIiKRWDwTEREREYnE4pmIiIiISCQWz0REREREInlIHQAREUlLr9fjwoULqK6uhk6nw40bN9Dc3Ay9Xi91aAJKpRLe3t4YOnQoQkNDERYWhpCQECiVSqlDIxljfpApFs9ERH1MW1sbjhw5gsLCQhw4cACXLl2C0WiUOiybKBQKBAYGYvr06UhISMCUKVPg4cFfbWQ75gd1h8M2iIj6CJ1Oh0WLFmHEiBGIjY2FVqtFbW2tyxYGAGA0GlFbWwutVovY2FiMGDECixYtQk1NjdShkYthfpBYLJ6JiGSusbERq1evRkREBHJzc/Htt99KHVKv+fbbb5Gbm4uIiAisXr0ajY2NUodETo75QdbivXsiIhk7ePAgUlJScOnSpW73HT58OEJDQzF69Gj4+vrCy8sLbm7OcY/FYDCgpaUFjY2NuHz5MnQ6Ha5fv97l/nq9HuvWrcN7770HrVaL+Ph4B0ZLroL5wfywBYtnIiKZKioqQmJiItra2ixuj4yMREJCAmJjYxEWFgY/Pz8HR9gz9fX1qK6uRklJCQoKClBZWWm2T21tLWbOnImCggLMnj1bgijJWTE/mB+2co6vTEREZFddFQbu7u5YunQpampqUF5eDo1Gg8jISJcrDADAz88PkZGR0Gg0qKiogE6nw9KlS+Hu7i7Yr62tDYmJiSgqKpIoUnI2zI8fMT+sx+KZiEhmDh48aLEwiI6OxsmTJ5GTk4OQkBCJous9KpUKOTk5OHnyJKKjowXbOgqEgwcPShQdOYu+kB9lZWVmfcwP+2HxTEQkI42NjUhJSTErDJKTk1FaWoqxY8dKFJnjjB07FqWlpUhOThb0t7W1ITU1FU1NTRJFRlKTe34YDAZkZGTg3Xff7XIf5kfPsXgmIpKRzMxMs8lPycnJyM3NdZrJTY7g5uaG3NxcswKhtrYWmZmZEkVFUpNzfjQ1NWHu3LnIysrCww8/fM99mR8949qfFCIi6qTT6fDGG28I+qKjo2VRGNiio0B47LHHBP1ZWVlc57YPknN+XL9+HTExMdi5cycAdFs8A8yPnnDtTwsREXXasGGD4JHB7u7u2LJli8sXBj3h5uaGLVu2CCZJ6fV6rF+/XsKoSApyzY+qqipERUXhs88+AwAMGjQIDz74oKjXMj9s49qfGCIiAnB3vOKuXbsEfUuWLHH5MZz2MG7cOCxZskTQt3v37i6XKCP5kWt+lJSU4JFHHhEMRYmKirLqCwHzw3osnomIZODIkSNmT0Yz/YXYl6WnpwvadXV1OHr0qETRkKPJMT+2b9+OGTNmoL6+XtAvZsiGKeaHdVg8ExHJQGFhoaAdGRnp8stt2ZNKpcKkSZMEfabnjORLTvlhMBig0WiQnJxs8e6wLcUz88M6LJ6JiGTgwIEDgnZCQoJEkTgv03Nies5IvuSSH01NTUhMTDSb+NhBoVAgKirKpmMzP8Rj8UxE5OL0er3Z8luxsbESReO84uLiBO1Lly4JJpCRPMklPzpW1DAdu/1TY8aMwcCBA206PvNDPBbPREQu7sKFCzAajYK+Bx54QKJonFdYWJigbTAYcPHiRYmiIUeRQ36YrqjRFVuGbHRgfojH4pmIyMVVV1cL2sOHD8eAAQMkisZ5+fn5wd/fX9Bneu5Iflw9P4qLi81W1ACAgQMHmq2q0ZPimfkhHotnIiIXp9PpBO3Q0FCJInF+pnfXWBzInyvnR15ensUVNYKCglBQUACDwSDo70nxDDA/xGLxTETk4m7cuCFojx49WqJInN+oUaME7Zs3b0oUCTmKK+ZHx4oaKSkpaG9vF2yLiorCiRMncPv2bUG/NQ9H6QrzQxwPqQMgIqKeaW5uFrR9fX0lisT5mZ4b03NH8uNq+dHY2Ijf/e53FicGJiQkYMeOHfDx8cHx48cF26x9OIolzA9xWDwTEbk40xnxXl5eEkXi/JRKpaDN4kD+XCk/vvvuO8yYMaPLiYEBAQHw8fEBALPiuadDNgDmh1gctkFEJDM9vfskZzw35MyfgUGDBkGtVmPYsGEWt2/atAkKhQLFxcWorKwUbLNH8ezM58aZ8CwREREROQE3NzcsXLgQX3zxBdLS0rosZuPj49HS0tLZ7snDUch6LJ6JiIiInMjgwYOxefNmlJeXi9q/Jw9HIeuxeCYiIiJyQqYranTFHkM2SDwWz0REREROxmg0YurUqaL2ZfHsWFxtg4iIiMgBmpubcfbsWVRVVaGhoaFzNQtvb28MGDAAERERiIiIgFKpxIsvvmjxGJWVlUhLSxOstsHi2bFYPBMRERH1goaGBhQWFuLQoUM4deoUzp8/b/bQE1Pu7u4ICwvD+fPnzbbpdDqoVCocO3YMO3bsgEajQWtra48fjkLWYfFMREREZCdGoxFHjx7FO++8g8LCQjQ2Nlr1+vb2douF8/jx4xESEgLgx1U5Zs2ahT179nCJOQfj2SYiIiKyg5KSEkRERCAmJgY7duywunC+l1OnTiEiIgIlJSWdfYMHD8bChQvt9jNIHNkUz++//z5SU1Px0EMPQalUQqFQID8/3+K+J0+exMqVKzF9+nQMGzYMCoUCMTExDo2XiMhV1dbWQqFQCP55enpi5MiRSExMNFteKz8/32z/rv7x/8Xkiq5evYp58+YhLi4O586d63Z/lUqF6OhoxMXFIS4uDtHR0VCpVN2+7ty5c4iLi8Ozzz6Lb775xh6hkw1kM2zjlVdewaVLlzB06FDcf//9uHTpUpf77tmzB6+//jq8vLzwwAMP4MaNGw6MlIhIHlQqFZKSkgAAd+7cQUVFBQoLC7Fnzx6UlJQgOjoaADBhwgSsWbPmnsfasmULbty4gYiIiF6Pm8hejEYjtm3bhpdffhkNDQ0W93F3d8fMmTPxxBNPYPz48Rg3bhwGDBhgcV+1Wg2tVtvtz/3ggw+wb98+ZGdnIzU1tUfvgawnm+J5+/btCAsLQ2BgIDIzM7FixYou901ISMDTTz+NcePG4ebNm7j//vsdGCkRkTyEhobi1VdfFfR1/P931apVOHLkCIC7xfOECRO6PM6GDRtw48YNREZGYsOGDb0YMZH9tLW1YenSpdiyZYvF7eHh4XjhhReQlJSEgICAbo9369Yti4WzRqPBhx9+aDYOuqGhAWq1GmfOnEFOTg48PGRT0jk92QzbiI2NRWBgoKh9IyIiMGnSJHh6evZyVEREfcsLL7wAAKioqBC1f0lJCTQaDfz9/VFUVARvb+/eDI/ILlpaWpCYmGixcB48eDC0Wi2qqqqwfPlyUYUzAIs38qKjo5GZmYmqqirk5uZi0KBBZvts3rwZiYmJgsd1U++STfFMRETOQ8xdsAsXLmDu3LlQKBQoLCzE6NGjHRAZUc+0trZizpw5KCoqMtu2YMECnD9/HikpKVatgHH48OHONZ9/qmNyoJubG1JTU/HFF19gwYIFZvsVFRVhzpw5aG1tteKdkK1YPBMRkd1s374dAPDoo4/ec787d+5g1qxZ+O6775CTk9M5PprI2a1atQp79+4V9Hl5eeFvf/sb8vPz4e/vb9XxunqS4Pbt283+Qu7v74/8/Hz89a9/hZeXl2Db3r17sXr1aqt+NtmGA2RcjNFotOvSN66C36Zt19raijt37tj9mGQbOV0PnU7XOea5Y8JgaWkphg8fjuzs7Hu+9vnnn8fp06excOFCpKenOyBay+R0PeTA2a9HcXExsrKyBH39+vXDRx99ZPNKMV09SbBjCJQlzz33HEaMGIGnnnpKcL6ysrLw+OOPIzY21qZYSBwWzy6msbER/fv3lzoMciF5eXnIy8uTOgz6P3K6HjU1NVi7dq2gLyAgAGVlZQgNDe3ydX/605+wc+dOREVFYevWrb0d5j3J6XrIgTNfj7q6OsyfP1/Q5+npif3793f7l5au3Lp1C5s2bTLr1+l03b42JiYG+/fvx7Rp0zq/IBiNRsyfPx+nTp2y+g44icdhG0REZJPp06fDaDTCaDSirq4O2dnZqKurw9NPP40ffvjB4mv27duH1atXIyAgALt27YJSqXRw1ES2UavVuH79uqDvjTfesLlwBrqeJChmzWfg7vAo0zvh165dw6JFi2yOibrHO88uxtfXt8tfSnK2bNkyp70b4eySk5ORk5Nj12PyethOrtdj2LBhWL58OW7fvo3XXnsNr7zyCjZu3CjY58svv8Rvf/tbeHh4YOfOnRg5cqQ0wf6EXK+Hq3LW61FVVWU2QfDJJ5/scsiFGN1NEhTrxRdfRHFxMT7++OPOvt27d+Ps2bMYM2aMzfFR11g8uxiFQoF+/fpJHYbDcVlB23l6etr9M8PrYTu5X4+VK1fi7bffxltvvYWlS5ciKCgIAFBfX49nnnkGt2/fRm5uLiZPnixtoP9H7tfD1Tjr9XjzzTcF7fvuu6/zyZm2sGaSYHfc3NyQn5+P8PBwfP/994KYOybwkn1x2AYREdmNj48PNBoNWltbsW7dOgB3C4WkpKTOJbz4RDRyJdeuXcP7778v6Fu8eDGGDRtm8zFtmSR4L/7+/li8eLGg77333sO1a9dsOh7dm2zuPG/fvh3Hjh0DAJw+fbqz7/DhwwDujgv6/e9/DwA4f/48MjMzAQBNTU2dfc8//3zn8fLz8x0TOBGRzKSkpCArKwvvvvsuVq5cid27d2Pv3r3w8vLCkCFDzJ5KaKq77USOpNVqBQ8g8fLy6tEKMT2ZJHgv6enpyM7O7oy1paUFWq0Wa9as6dFxyZxsiudjx45hx44dgr5PP/0Un376aWe7o3i+du2a2b7Xr18X9LF4JiKyjbe3N1asWIElS5Zg7dq1nQ+LaGlpweuvv97t61k8kzP55JNPBO358+dj+PDhNh+vp5MEuxIQEICkpCS8/fbbnX2lpaUsnnuBbIZt5Ofnd876tvTvp8VwTEzMPfc1Go3SvREiIicXFBQEo9GI/fv3d7lPeno6jEYj3n333W7//8z//5KzamtrQ3l5uaBv1qxZNh/PXpMEu2IaW3l5Odra2uxybPqRbIpnIiIiIns6c+aM2YPJoqKibDqWPScJdsU0tjt37qCqqsoux6YfsXgmIiIisuDEiROCtkqlsnmioL0nCVri7++PkJAQQZ/pe6CeY/FMREREZMFXX30laE+cONGm4/TWJEFLTGM0fQ/UcyyeiYiIiCzoWJGrw8CBA206Tm9NErTENEbT90A9J5vVNoiIiIjs6aWXXsK8efPQ1NSEpqYmjBgxwupj9PYkQVNLlizBnDlz4OPjAx8fH6d4kqfcsHgmIiIismDUqFEYNWqUza93xCRBUxMmTMCECRN65dh0F4dtEBEREfUCR0wSJMdj8UxERERkZ46cJEiOxeKZiIiIyM4cOUmQHIvFMxEREZEdOXqSIDkWi2ciIpkxGAxSh+C0eG6otz8DUkwStBfmhzgsnomIXJxSqRS0W1paJIrE+en1ekHb29tbokjIURydH648SZD5IQ6LZyIiF2f6C66xsVGiSJyf6blhcSB/jswPV58kyPwQh8UzEZGLGzp0qKB9+fJliSJxfleuXBG0hwwZIlEk5CiOzA9XnyTI/BCHxTMRkYsLDQ0VtF3lLpcUqqurBe2wsDCJIiFHcVR+nD171uUnCTI/xGHxTETk4kx/wV2/fh319fUSReO86uvrUVdXJ+hjcSB/jsgPo9GI9PR0s35XmCTYgfkhHotnIiIXFxISAoVCIegzvYNE5ufEzc0NwcHBEkVDjuKI/GhpacGYMWPg5vZjWTV58mSXmCTYgfkhHotnIiIXp1QqERgYKOhzpT8VO0pxcbGgHRgYaLYSA8mPI/JDqVRi8+bNKC8vx8MPPww/Pz/s3LnTrj+jtzE/xGPxTEQkA9OnTxe0CwsLJYrEeZmeE9NzRvLlqPyYOHEijh07huPHjyMgIKBXfkZvYX6Ix+KZiEgGEhISBO2KigpcuHBBomicT01NDSorKwV9pueM5MuR+eHm5oYxY8b0yrF7C/PDOiyeiYhkYMqUKRg2bJigz9J6s33V5s2bBW1/f39ER0dLFA05GvPj3pgf1mHxTEQkAx4eHvjNb34j6Nu0aRPOnDkjUUTO4/Tp02aF0q9//Wt4eHhIFBE5GvOja8wP67F4JiKSieXLlwsm+LS3tyMtLQ0Gg0HCqKRlMBiQlpaG9vb2zj6lUonly5dLGBVJgflhjvlhGxbPREQyoVKp8Mc//lHQd/ToUajV6j5ZIBgMBqjVapSVlQn6NRqNyzzxjeyH+SHE/LAdi2ciIhnJyMgwW5YrLy+vzxUIHYVBXl6eoD8oKAgZGRkSRUVSY37cxfzoGRbPREQy4uvri23btpmNV8zLy0NMTAxOnz4tUWSOc/r0acTExJgVBh4eHtBqtfDx8ZEoMpIa84P5YQ8snomIZCY+Ph4FBQVmBUJZWRkmTpyIZcuWoaamRqLoek9NTQ2WLVuGiRMnmv0p2sPDAwUFBYiPj5coOnIWzA/mR0+xeCYikqHZs2dbLBDa29uxceNGhIaGIjIyEpmZmaioqEB9fb1Ekdquvr4eFRUVyMzMRGRkJEJDQ7Fx40bB5Cfgx8Jg9uzZEkVKzob58SPmh/W4DgkRkUzNnj0b+/btQ2pqKmpra822V1ZWorKyEitWrABwd23XsLAwjBo1Cr6+vlAqlXBzc457LAaDAXq9Ho2Njbhy5Qqqq6tRV1fX7euCgoKg1Wp5R43MMD+YH7Zi8UxEJGPx8fE4e/YsMjMzkZWVBb1e3+W+dXV1on7hugKlUgmNRoOMjAyO4aQuMT+YH7Zwjq9MRETUa3x8fLB27VpUVVVBrVabPWlNTvz9/aFWq1FVVYW1a9eyMKBuMT/IWiyeiYj6CJVKha1bt+Lq1as4dOgQ1Go1goODoVAopA7NZgqFAsHBwVCr1Th06BC+/vprbN26levUktWYHyQWh20QEfUxHh4emDZtGqZNmwYA0Ov1uHjxIqqrq1FdXY2bN2+iubkZzc3NEkcq5O3tDW9vbwwZMgRhYWEICwtDcHCw4KlxRD3F/KDusHgmIurjlEolwsPDER4eLnUoRE6H+UGmOGyDiIiIiEgkFs9ERERERCKxeCYiIiIiEonFMxERERGRSCyeiYiIiIhEYvFMRERERCQSi2ciIiIiIpFYPBMRERERicTimYiIiIhIJBbPREREREQisXgmIiIiIhKJxTMRERERkUgsnomIiIiIRGLxTEREREQkEotnIiIiIiKRWDwTEREREYnE4pmIiIiISCQWz0REREREIrF4JiIiIiISyUPqAIiISFp6vR4XLlxAdXU1dDodbty4gebmZuj1eqlDE1AqlfD29sbQoUMRGhqKsLAwhISEQKlUSh0ayRjzg0yxeCYi6mPa2tpw5MgRFBYW4sCBA7h06RKMRqPUYdlEoVAgMDAQ06dPR0JCAqZMmQIPD/5qI9sxP6g7HLZBRNRH6HQ6LFq0CCNGjEBsbCy0Wi1qa2tdtjAAAKPRiNraWmi1WsTGxmLEiBFYtGgRampqpA6NXAzzg8Ri8UxEJHONjY1YvXo1IiIikJubi2+//VbqkHrNt99+i9zcXERERGD16tVobGyUOiRycswPshbv3RMRydjBgweRkpKCS5cudbvv8OHDERoaitGjR8PX1xdeXl5wc3OOeywGgwEtLS1obGzE5cuXodPpcP369S731+v1WLduHd577z1otVrEx8c7MFpyFcwP5octWDwTEclUUVEREhMT0dbWZnF7ZGQkEhISEBsbi7CwMPj5+Tk4wp6pr69HdXU1SkpKUFBQgMrKSrN9amtrMXPmTBQUFGD27NkSREnOivnB/LCVc3xlIiIiu+qqMHB3d8fSpUtRU1OD8vJyaDQaREZGulxhAAB+fn6IjIyERqNBRUUFdDodli5dCnd3d8F+bW1tSExMRFFRkUSRkrNhfvyI+WE9Fs9ERDJz8OBBi4VBdHQ0Tp48iZycHISEhEgUXe9RqVTIycnByZMnER0dLdjWUSAcPHhQoujIWfSF/CgrKzPrY37YD4tnIiIZaWxsREpKillhkJycjNLSUowdO1aiyBxn7NixKC0tRXJysqC/ra0NqampaGpqkigykprc88NgMCAjIwPvvvtul/swP3qOxTMRkYxkZmaaTX5KTk5Gbm6u00xucgQ3Nzfk5uaaFQi1tbXIzMyUKCqSmpzzo6mpCXPnzkVWVhYefvjhe+7L/OgZ1/6kEBFRJ51OhzfeeEPQFx0dLYvCwBYdBcJjjz0m6M/KyuI6t32QnPPj+vXriImJwc6dOwGg2+IZYH70hGt/WoiIqNOGDRsEjwx2d3fHli1bXL4w6Ak3Nzds2bJFMElKr9dj/fr1EkZFUpBrflRVVSEqKgqfffYZAGDQoEF48MEHRb2W+WEb1/7EEBERgLvjFXft2iXoW7JkicuP4bSHcePGYcmSJYK+3bt3d7lEGcmPXPOjpKQEjzzyiGAoSlRUlFVfCJgf1mPxTEQkA0eOHDF7MprpL8S+LD09XdCuq6vD0aNHJYqGHE2O+bF9+3bMmDED9fX1gn4xQzZMMT+sw+KZiEgGCgsLBe3IyEiXX27LnlQqFSZNmiToMz1nJF9yyg+DwQCNRoPk5GSLd4dtKZ6ZH9Zh8UxEJAMHDhwQtBMSEiSKxHmZnhPTc0byJZf8aGpqQmJiotnExw4KhQJRUVE2HZv5IR6LZyIiF6fX682W34qNjZUoGucVFxcnaF+6dEkwgYzkSS750bGihunY7Z8aM2YMBg4caNPxmR/isXgmInJxFy5cgNFoFPQ98MADEkXjvMLCwgRtg8GAixcvShQNOYoc8sN0RY2u2DJkowPzQzwWz0RELq66ulrQHj58OAYMGCBRNM7Lz88P/v7+gj7Tc0fy4+r5UVxcbLaiBgAMHDjQbFWNnhTPzA/xWDwTEbk4nU4naIeGhkoUifMzvbvG4kD+XDk/8vLyLK6oERQUhIKCAhgMBkF/T4pngPkhFotnIiIXd+PGDUF79OjREkXi/EaNGiVo37x5U6JIyFFcMT86VtRISUlBe3u7YFtUVBROnDiB27dvC/qteThKV5gf4nhIHQAREfVMc3OzoO3r6ytRJM7P9NyYnjuSH1fLj8bGRvzud7+zODEwISEBO3bsgI+PD44fPy7YZu3DUSxhfojD4pmIyMWZzoj38vKSKBLnp1QqBW0WB/LnSvnx3XffYcaMGV1ODAwICICPjw8AmBXPPR2yATA/xOKwDSIimenp3Sc547khZ/4MDBo0CGq1GsOGDbO4fdOmTVAoFCguLkZlZaVgmz2KZ2c+N86EZ4mIiIjICbi5uWHhwoX44osvkJaW1mUxGx8fj5aWls52Tx6OQtZj8UxERETkRAYPHozNmzejvLxc1P49eTgKWY/FMxEREZETMl1Royv2GLJB4rF4JiIiInIyRqMRU6dOFbUvi2fH4mobRERERA7Q3NyMs2fPoqqqCg0NDZ2rWXh7e2PAgAGIiIhAREQElEolXnzxRYvHqKysRFpammC1DRbPjsXimYiIiKgXNDQ0oLCwEIcOHcKpU6dw/vx5s4eemHJ3d0dYWBjOnz9vtk2n00GlUuHYsWPYsWMHNBoNWltbe/xwFLIOi2ciIiIiOzEajTh69CjeeecdFBYWorGx0arXt7e3Wyycx48fj5CQEAA/rsoxa9Ys7Nmzh0vMORjPNhEREZEdlJSUICIiAjExMdixY4fVhfO9nDp1ChERESgpKensGzx4MBYuXGi3n0HiyKZ4fv/995GamoqHHnoISqUSCoUC+fn5Zvu1trZi165dWLBgAX72s5+hf//+GDBgAKKiorB169Zu/5xCRNTX1dbWQqFQCP55enpi5MiRSExMNFteKz8/32z/rv7FxMRI86aIeuDq1auYN28e4uLicO7cuW73V6lUiI6ORlxcHOLi4hAdHQ2VStXt686dO4e4uDg8++yz+Oabb+wROtlANsM2XnnlFVy6dAlDhw7F/fffj0uXLlncr6amBnPmzEH//v3x+OOP4+mnn8bt27exd+9eLF68GP/93/+N//qv/4JCoXDwOyAici0qlQpJSUkAgDt37qCiogKFhYXYs2cPSkpKEB0dDQCYMGEC1qxZc89jbdmyBTdu3EBERESvx01kL0ajEdu2bcPLL7+MhoYGi/u4u7tj5syZeOKJJzB+/HiMGzcOAwYMsLivWq2GVqvt9ud+8MEH2LdvH7Kzs5Gamtqj90DWk03xvH37doSFhSEwMBCZ/7+9e4uNogrAOP61lG4Bb1y6VMC0KE0IT4APxiClQQIJMYpS0CgEDLdKSqxKQiBSJWoACWICGCqE1PsDtcRQLIihqBB9KCYCJWgLEuWhNF4o2kIvMD5gq7O7pafLXs5M/7+kDzPdnT27Xzv9djtnZsMGrV69OuLtbr/9dm3fvl0LFizQoEGDutZv3rxZ+fn5qqysVHl5uebMmZOooQOAJ40ZM0avvvqqa13n/nft2rX66quvJN0oz+PHj+92O5s3b9Zvv/2m+++/X5s3b47jiIHY6ejoUHFxsbZv3x7x+2PHjtWiRYs0b948ZWVl9bi9S5cuRSzOq1at0meffRZ2HPRff/2lwsJCnTp1Slu2bFFamm8qnfV8c9jGtGnTlJ2d3ePtRo4cqeXLl7uKsyQNGjRIL774oiR17fABAL2zaNEiSdLx48eNbv/ll19q1apVCgaD2rt3rzIyMuI5PCAm2traNHfu3IjFefDgwSotLVVtba1WrlxpVJwl6e677w5bl5eXpw0bNqi2tlY7duzQXXfdFXabbdu2ae7cua7LdSO+fFOeY6F///6SxLs3ALhFJvvRc+fO6cknn1RKSor27Nmje+65JwEjA25Ne3u7CgoKtHfv3rDvLViwQGfOnNHSpUt7dQaMI0eOdJ3z+f86JwempqZq2bJl+vHHH7VgwYKw2+3du1cFBQVqb2/vxTNBtCjP/7N7925J0vTp05M8EgDwpl27dkmSHnrooZverrm5WbNmzdIff/yhLVu2dB0fDdhu7dq12rdvn2tdenq6Pv74Y5WVlSkYDPZqe91dSXDXrl1dH+p1CgaDKisr00cffaT09HTX9/bt26eSkpJePTaiw0es/3r33XdVVVWlqVOnaubMmckeTrccx4npqW+8gnfT0Wtvb1dzc3PMt4no+CmP+vr6rmOeOycMVldXa/jw4dq0adNN77tw4UKdPHlSzz77rIqKihIw2sj8lIcf2J7HoUOHtHHjRte6QYMGqbKyMuozxXR3JcHOQ6AiefrppzVixAg98sgjrtdr48aNevjhhzVt2rSoxgIzlGdJlZWVKioqUnZ2tj788MNkD+emWlpadNtttyV7GPCQnTt3aufOnckeBv7lpzzOnj2rdevWudZlZWXpm2++0ZgxY7q93xtvvKHy8vKuU4Qmk5/y8AOb82hsbNT8+fNd6/r3768DBw70+J+W7ly6dElbt24NW19fX9/jffPz83XgwAFNnTq16w2C4ziaP3++fvjhh15/Ag5zff6wjc8//1wFBQUaPny4Dh8+HPGAfQBAuBkzZshxHDmOo8bGRm3atEmNjY169NFH9ffff0e8z/79+1VSUqKsrCx9+umnCgQCCR41EJ3CwkJdvHjRte7NN9+MujhL3U8SNDnns3Tj8KjQT8IbGhr03HPPRT0m9KxPf/K8f/9+zZ49W8OGDVN1dXXXZS9tNnDgwG7/KPnZCy+8YO2nEbZbsmSJtmzZEtNtkkf0/JpHZmamVq5cqaamJr3++ut6+eWX9fbbb7tu89NPP+mZZ55RWlqaysvLNXLkyOQM9n/8modX2ZpHbW1t2ATBmTNndnvIhYmeJgmaev7553Xo0CFVVVV1rauoqNDp06c1bty4qMeH7vXZ8txZnIcMGaLq6uqb/ovRJikpKWGn2esLQidNwFz//v1j/jNDHtHzex5r1qzR7t279c4776i4uFg5OTmSpMuXL+uxxx5TU1OTduzYoUmTJiV3oP/yex5eY2seb731lmt5yJAhXVfOjEZvJgn2JDU1VWVlZRo7dqz+/PNP15g7J/AitvrkYRtVVVWaPXu2Bg8erOrqauXm5iZ7SADgCwMGDNCqVavU3t6u1157TdKNojBv3ryuU3hxRTR4SUNDQ9h8qOXLlyszMzPqbUYzSfBmgsGgli9f7lr3wQcfqKGhIart4eZ888nzrl27dPToUUnSyZMnu9YdOXJE0o3jghYvXqwzZ87o8ccfV2trq/Lz8/XJJ5+EbSsnJ0cLFy5M1NABwFeWLl2qjRs36v3339eaNWtUUVGhffv2KT09XUOHDg27KmGonr4PJFJpaanrAiTp6em3dIaYW5kkeDNFRUXatGlT11jb2tpUWlqqV1555Za2i3C+Kc9Hjx7Ve++951p37NgxHTt2rGt58eLFamhoUGtrq6Qb14aPZMqUKZRnAIhSRkaGVq9erRUrVmjdunVdF4toa2vT+vXre7w/5Rk2OXz4sGt5/vz5Gj58eNTbu9VJgt3JysrSvHnzuq5ZIUnV1dWU5zjwTXkuKytTWVlZj7fLz8+X4zjxHxAA+FROTk6P+9GioiLXp3Mm+2fANh0dHaqpqXGtmzVrVtTbi9Ukwe7MmjXLVZ5ramrU0dHBlZNjrE8e8wwAANCTU6dOhV2Y7IEHHohqW7GcJNid0LE1NzertrY2JtvGfyjPAAAAEXz33Xeu5fvuuy/qiYKxniQYSTAYDDvtbuhzwK2jPAMAAETwyy+/uJYnTJgQ1XbiNUkwktAxhj4H3DrKMwAAQARXrlxxLd95551RbSdekwQjCR1j6HPAreMIcgAAgAheeuklPfXUU7py5YquXLmiESNG9Hob8Z4kGGrFihUqKCjQgAEDNGDAACuu5Ok3lGcAAIAIRo0apVGjRkV9/0RMEgw1fvx4jR8/Pi7bxg0ctgEAABAHiZgkiMSjPAMAAMRYIicJIrEozwAAADGWyEmCSCzKMwAAQAwlepIgEovyDE+6fv16sodgrWS8NuTRPfKwC3nYxY95JGOSYKzws2qG8gxPCAQCruW2trYkjcR+ra2truWMjIyYPwZ5mCMPu5CHXfyYh5cnCSYiDz+gPMMTQn+BW1pakjQS+4W+NvHY+ZGHOfKwC3nYxW95eH2SYCLy8APKMzxh2LBhruVff/01SSOx34ULF1zLQ4cOjfljkIc58rALedjFb3l4fZJgIvLwA8ozPGHMmDGuZa+8i0+Guro613Jubm7MH4M8zJGHXcjDLn7K4/Tp056fJJiIPPyA8gxPCP0Fvnjxoi5fvpyk0djr8uXLamxsdK2Lx86PPMyQh13Iwy5+ysNxHBUVFYWt98IkwU6JysMPKM/whHvvvVcpKSmudaHvkBH+mqSmpmr06NExfxzyMEMediEPu/gpj7a2No0bN06pqf/VqkmTJnlikmCnROXhB5RneEIgEFB2drZrnZf+FZYohw4dci1nZ2eHzTSPBfIwQx52IQ+7+CmPQCCgbdu2qaamRg8++KDuuOMOlZeXx/Qx4i1RefgB5RmeMWPGDNfynj17kjQSe4W+JqGvWSyRR8/Iwy7kYRc/5jFhwgQdPXpU3377rbKysuLyGPGSyDy8jvIMz5gzZ45r+fjx4zp37lySRmOfs2fP6vvvv3etC33NYok8bo487EIedvFzHqmpqRo3blxcth0vic7D6yjP8IwpU6YoMzPTtS7S+TT7qm3btrmWg8Gg8vLy4vZ45HFz5GEX8rALedgl0Xl4HeUZnpGWlqbZs2e71m3dulWnTp1K0ojscfLkybA/BE888YTS0tLi9pjk0T3ysAt52IU87JKMPDzPATykvr7eCQQCjqSur7y8POfatWvJHlrSXLt2zZk8ebLrNQkEAk59fX3cH5s8wpGHXcjDLuRhl2Tm4WWUZ3jO2rVrXb/okpwlS5b0yR3gtWvXnCVLloS9HiUlJQkbA3n8hzzsQh52IQ+72JCHV1Ge4TnNzc1OdnZ2n98Bdrfjy8nJcVpaWhI2DvK4gTzsQh52IQ+72JKHV1Ge4UkHDx500tLSwn7xJ0+e7Jw4cSLZw4u7EydOhP2rTZKTlpbmHDx4MOHjIQ/ysAl52IU87GJbHl5EeYZnVVRURNwB9uvXzykuLvblMVv19fVOcXGx069fv4g7voqKiqSNjTzII9nIwy7kYReb8/AayjM8rbsdYOfXxIkTnfXr1zs1NTVOU1NTsofba01NTU5NTY2zfv16Z+LEid0+T1t2fORBHolEHnYhD7t4LQ8vSXEcxxHgYV988YWWLVum8+fP93jbYDCo3NxcjRo1SgMHDlQgEFBqqh1nbLx+/bpaW1vV0tKiCxcuqK6uTo2NjT3eLycnR6WlpZo+fXoCRtkz8iCPeCAP8ogH8rArD89IdnsHYqGlpcUpKSkJOw2Rn78CgYBTUlJi5eQO8rALediFPOxCHugtyjN8pb6+3iksLHQyMzOTvnOK11cwGHQKCws9cUweediFPOxCHnYhD5jisA34UkdHh77++mvt2bNHBw8e1Pnz5+XVH/WUlBTl5ORoxowZmjNnjvLy8jx35SfysAt52IU87EIe6AnlGX1Ca2urfv75Z9XV1amurk6///67rl69qqtXryZ7aC4ZGRnKyMjQ0KFDlZubq9zcXI0ePVqBQCDZQ4sp8rALediFPOxCHghFeQYAAAAM2TFNFAAAAPAAyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIAhyjMAAABgiPIMAAAAGKI8AwAAAIYozwAAAIChfwC98WaXenCKigAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 700x1400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# draw circuit:\n",
    "_ = qml.draw_mpl(FullAdder, style=\"black_white\")(params)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b9f9d7e-213e-40e3-9362-fd57faebab66",
   "metadata": {},
   "source": [
    "We execute and measure the circuit on the Dynex platform:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "248c2c08-935c-49a1-a81f-ca03d23e3cc2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "╭────────────┬──────────┬─────────────────┬─────────────┬───────────┬────────────────┬────────────┬─────────┬────────────────╮\n",
      "│   DYNEXJOB │   QUBITS │   QUANTUM GATES │   BLOCK FEE │   ELAPSED │   WORKERS READ │   CIRCUITS │   STEPS │   GROUND STATE │\n",
      "├────────────┼──────────┼─────────────────┼─────────────┼───────────┼────────────────┼────────────┼─────────┼────────────────┤\n",
      "│      29843 │      160 │             795 │        0.00 │      1.71 │              1 │      86592 │    1024 │     2894785.00 │\n",
      "╰────────────┴──────────┴─────────────────┴─────────────┴───────────┴────────────────┴────────────┴─────────┴────────────────╯\n",
      "╭────────────┬─────────────────┬────────────┬───────┬────────────┬───────────────┬─────────────────────────────┬───────────┬──────────╮\n",
      "│     WORKER │         VERSION │   CIRCUITS │   LOC │     ENERGY │       RUNTIME │                 LAST UPDATE │     STEPS │   STATUS │\n",
      "├────────────┼─────────────────┼────────────┼───────┼────────────┼───────────────┼─────────────────────────────┼───────────┼──────────┤\n",
      "│ fa42..60e7 │ 2.3.5.OZM.134.W │     345408 │     0 │       0.00 │ 40.109945198s │ 2024-08-11T19:32:39.290534Z │ 0 (0.00%) │  \u001b[1;31mSTOPPED\u001b[0m │\n",
      "├────────────┼─────────────────┼────────────┼───────┼────────────┼───────────────┼─────────────────────────────┼───────────┼──────────┤\n",
      "│ fd2a..2ea5 │ 2.3.5.OZM.134.L │    5183776 │     0 │       0.00 │ 23.154850408s │  2024-08-11T19:32:56.24563Z │ 0 (0.00%) │  \u001b[1;31mSTOPPED\u001b[0m │\n",
      "├────────────┼─────────────────┼────────────┼───────┼────────────┼───────────────┼─────────────────────────────┼───────────┼──────────┤\n",
      "│ 3067..d1fd │ 2.3.5.OZM.134.L │      86592 │   171 │ 2894785.00 │  5.496212948s │ 2024-08-11T19:33:13.904268Z │ 0 (0.00%) │  \u001b[1;31mSTOPPED\u001b[0m │\n",
      "╰────────────┴─────────────────┴────────────┴───────┴────────────┴───────────────┴─────────────────────────────┴───────────┴──────────╯\n",
      "[DYNEX] FINISHED READ AFTER 170.57 SECONDS\n",
      "[DYNEX] SAMPLESET READY\n",
      "Mesaure: [1 1 0 0 1 0 0 1 1 0 1 0 1]\n"
     ]
    }
   ],
   "source": [
    "# Execute the circuit on Dynex:\n",
    "measure = dynex_circuit.execute(FullAdder, params, wires, mainnet=True, method='measure',\n",
    "                                num_reads=10000, integration_steps=1024)\n",
    "print('Mesaure:',measure)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "551c3416-bbc8-4bca-bb77-ef3622e1dade",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Dynex Result: 6453\n",
      "Expected Result: 6453\n",
      "Is Dynex Result Valid? True\n"
     ]
    }
   ],
   "source": [
    "bitStr = ''.join(map(str, measure.astype(int)))\n",
    "dynexResult = int(bitStr, 2)\n",
    "print(\"Dynex Result:\", dynexResult)\n",
    "print(\"Expected Result:\", sum(params))\n",
    "isValidDynex = dynexResult == sum(params)\n",
    "print(\"Is Dynex Result Valid?\", isValidDynex)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "36f7e2d2-6a43-4d5b-96ed-c7b6a1a336dd",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}