[98867e]: / ipynb / clustering 11-mer.ipynb

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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Exploration of Dna2Vec embedding space for bacterial genomes; 11-mers\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "ename": "ModuleNotFoundError",
     "evalue": "No module named 'genomic'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-2-6a4fdbc349bb>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0msys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"../mylib/\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mgenomic\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0msequence\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      5\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mgenomic\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msequence\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mregex_filter\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcount_filter\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mfunctools\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mpartial\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'genomic'"
     ]
    }
   ],
   "source": [
    "import sys\n",
    "sys.path.append(\"../mylib/\")\n",
    "\n",
    "from genomic import sequence\n",
    "from genomic.sequence import regex_filter, count_filter\n",
    "from functools import partial\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from sklearn.decomposition import PCA\n",
    "from sklearn import manifold,neighbors\n",
    "from scipy.cluster.hierarchy import dendrogram, linkage  \n",
    "from matplotlib import pyplot as plt\n",
    "import seaborn as sns; sns.set(color_codes=True)\n",
    "import plotly.plotly as py\n",
    "import plotly.graph_objs as go\n",
    "from mpl_toolkits.mplot3d import Axes3D"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from gensim.models.keyedvectors import KeyedVectors\n",
    "from gensim.models import Word2Vec\n",
    "word_vectors = Word2Vec.load_word2vec_format('/data/genomes/embeddings/dna2vec-20190614-1532-k11to11-100d-10c-4870Mbp-sliding-X6c.w2v') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(4195, 100)"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from collections import Counter\n",
    "def to_color(d):\n",
    "    return 0. if \"A\" not in d.keys() else d[\"A\"]/10.,   0. if \"G\" not in d.keys() else d[\"G\"]/10., 0. if \"C\" not in d.keys() else d[\"C\"]/10., 0.1 if \"T\" not in d.keys() else d[\"T\"]/9.\n",
    "kmers=list(word_vectors.wv.vocab.keys())[::1000]\n",
    "X=word_vectors[kmers]\n",
    "counts = [Counter(k) for k in kmers]\n",
    "colors = [to_color(d) for d in counts]\n",
    "X.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 5min 5s, sys: 335 ms, total: 5min 5s\n",
      "Wall time: 5min 5s\n"
     ]
    }
   ],
   "source": [
    "tsne = manifold.TSNE(n_components=3, init='pca', random_state=0)\n",
    "%time X_tsne = tsne.fit_transform(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1440x1440 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(20,20))\n",
    "ax = fig.add_subplot(111,projection='3d')\n",
    "ax.scatter(X_tsne[:,0],X_tsne[:,1],X_tsne[:,2],marker=\".\", c=colors,s=80)\n",
    "ax.set_xlabel('PC1')\n",
    "ax.set_ylabel('PC2')\n",
    "ax.set_zlabel('PC3')\n",
    "ax.set_title(\"Word2Vec embedding of 10-mers of bacterial genome\")\n",
    "ax.legend(['A - redness G - greenness C - blueness  T - transparency'])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Load Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " <class 'genomic.sequence.GSFileProcessor'>\n",
      "CPU times: user 1.09 s, sys: 313 ms, total: 1.4 s\n",
      "Wall time: 2.01 s\n",
      "\n",
      " <class 'genomic.sequence.GSTokenizeProcessor'>\n",
      "CPU times: user 5.76 s, sys: 314 ms, total: 6.08 s\n",
      "Wall time: 6.94 s\n",
      "\n",
      " <class 'genomic.sequence.Dna2VecProcessor'>\n",
      "CPU times: user 1min 2s, sys: 49.3 s, total: 1min 51s\n",
      "Wall time: 3min 11s\n"
     ]
    }
   ],
   "source": [
    "filters=[partial(regex_filter, rx=\"Streptomyces|Bacillus|Vibrio|Streptococcus|Rhizobium|Staphylococcus\"),partial(regex_filter, rx=\"plasmid\", keep=False)]\n",
    "data = sequence.Dna2VecList.from_folder(\"/data/genomes/GenSeq_fastas\",filters=filters,agg=partial(np.mean, axis=0),n_cpus=7,emb=word_vectors)\n",
    "processors = [\n",
    "    sequence.GSFileProcessor(),\n",
    "    sequence.GSTokenizeProcessor(tokenizer=sequence.GSTokenizer(ngram=11, skip=0, n_cpus=7)),\n",
    "    sequence.Dna2VecProcessor(emb=word_vectors)]\n",
    "for p in processors:\n",
    "    print(\"\\n\", type(p))\n",
    "    %time p.process(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Dna2VecList 3687 with itmes, 8-mer tokensation\n",
       " Word2Vec(vocab=4194293, size=100, alpha=0.025), reducer:functools.partial(<function mean at 0x7f7b3efdd7b8>, axis=0)\n",
       " Head: \n",
       "  NZ_FQXZ01000077.1 Vibrio aerogenes CECT 7868, whole genome shotgun sequence\n",
       "  [ 63.322296  -1.018698  -8.466168 -68.06348  ... -41.492264 -38.949818   9.52057  -68.813675]\n",
       " Tail: \n",
       "  NZ_FMTM01000022.1 Rhizobium loessense strain CGMCC 1.3401, whole genome shotgun sequence\n",
       "  [ 2036.6025   549.3116  -318.6594 -3079.0918 ... -1582.4526 -1833.6526   615.8259 -3099.5613]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create Dendrogram"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "def log_scale(X):\n",
    "    x=np.asarray(X);e=1e-6\n",
    "    return np.log10(x+np.abs(x.min())+e) \n",
    "\n",
    "\n",
    "x=np.asarray(data.items)\n",
    "bad_fastas = np.where(np.mean(x,axis=1) == 0.)[0]\n",
    "X = np.delete(x, bad_fastas,0)\n",
    "labelList=[\" \".join(i.split()[1:3]) for i in data.descriptions]\n",
    "labelList=np.delete(np.asarray(labelList), bad_fastas)\n",
    "y=labelList\n",
    "\n",
    "X_df=pd.DataFrame(data=X, index=labelList)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x4248 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "linked = linkage(log_scale(X),method=\"complete\", metric=\"cosine\")\n",
    "\n",
    "fig=plt.figure(figsize=(10, 59)) \n",
    "ax1 = fig.add_subplot(111)\n",
    "\n",
    "htree = dendrogram(linked,  \n",
    "            ax=ax1,\n",
    "            orientation='right',\n",
    "            p=300,\n",
    "            truncate_mode='lastp',\n",
    "            leaf_font_size = 10,\n",
    "            labels=labelList,\n",
    "            distance_sort='descending',\n",
    "            show_contracted=True,       \n",
    "            show_leaf_counts=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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ebctD0bdBlR1zbctDVZAc6NW27Rnr7UA9OTkZrVaLlZUVWVlZNG3aFKVSyeHDh0lNTQX01UZnzJiBn58f1tbW3Lt3r9yz6s2aNSM5ORl7e3v27duHpaUl8N+Knc7Ozvz000+kpaUVG6inpqZiZ2eHj48POTk5nD17Fk9Pz1L7A/2adS8vL65fv861a9ewt7fn6tWrxYofFVVIXbBgAUZGRvz+++906dKlzOvIysqiSZMmmJubk5yczMmTJ8tsU3Suv//974D+wVZHR0datWrF/v37ATh79izXr18HID09HSsrK9RqNZaWlkRHR5edYCGEEHVSSkZWpe/+UllL46pij3chnqReDdSL1qgDFBYWEhYWhrGxMSqVimnTpjFq1CgcHR0Ns86lVRstj9mzZzNlyhRatGiBg4MDOTk5QOkVO4scOXKE8PBwTExMsLCwICws7In9gX5GesKECdy5c4dFixZhampKr169WL9+PWq1milTpjB9+nSWLl2Kh4cHhYWFtGrVis8++6zM6+jfvz/bt29HpVJhb29Pt25lb+VWWjVWNzc3YmNjUavVODk50a5dOwDOnz/PsmXLUCgUmJiY8MEHH5Qrx0IIIcTzkpKhX8IpA3XxPNWpyqSifpLKpPJ1Jkgeikge9CQPerUtD0Uz6XPHV6zGSVkqIw9VFdvzUtvuhapS25a+1NvtGYUQQgghhKjJZKAuhBBCCCFEDVSjBuqOjo6o1Wo8PDzw8vLi11+f7mGSyMhIYmJiAAgMDGTPnj0A+Pr6cvr06UqLt6q9+eabhr3WiwoepaenM3PmzOoMq0I+/vhjDh06VN1hCCGEEELUOjXqYdJH9zk/cOAAK1asICIiosL9jBs3rrJDqxaff/75Y7+zs7Nj1apV1RANaLVajI0rtk91QEBAFUUjhBBCCFG31agZ9UdlZ2fTuHFjAO7fv8+kSZPw8vJCpVKxb98+w3ExMTGoVCo8PDx47733gMdL1ZekaIYa9NsbBgYGArB7927c3d3x8PBg/Pjxj7VLTExkwoQJBAQE4Obmxocffsi3337L6NGjUalUpKSkAPDjjz8yZswYPD098fPz4/bt24B+Vxe1Wo1arcbT05Ps7GwyMjIYP348arUad3d3jh07BsCgQYPQaDTFzn/9+nXc3d0B/T7k8+bNQ6VS4enpyeHDhw3HvP7663h5eRX7ZiIxMRFfX19mzpzJsGHDmD17tmGv+F9++QVPT09UKhXz5s0jLy/PEMMnn3zCuHHj2LNnDykpKfj7+zNq1Chef/11kpOTAZg2bZrhW4zt27cze/ZsoPg3Go9ez+nTp/H19S01J0IIIYQQ9V2NmlEv2j4xNzeXW7dusXnzZgBMTU1Zs2YNDRs2RKPRMHbsWAYPHszFixdZt24dkZGR2NjYcO/evWeOYe3atYSHh2NnZ2dYdvJn586dIz4+HisrKwYPHsyYMWP4+uuv2bx5M1u3bmX+/Pn06NGDHTt2YGRkxFdffcUXX3xBYGAgGzZsYOHChfTo0YP79+9jamrKjh076NevH9OmTUOr1fLgwYNyxbpt2zYAdu3aRXJyMv7+/vz73/+madOmbNy4EVNTU65cucK7775r2Jv8999/57vvvsPW1pZx48Zx/PhxnJycCAwMZNOmTdjb2zNnzhy+/PJL/Pz8DPmPjIwEYNKkSSxatIh27dpx6tQpFi1axJYtW/jnP//JuHHjaN26NRs3biQqKqrcOS8pJxXxaewZ7mbmln1gHVVZ+wPXdpIHPcmDnuRBr7blISUjm7a2FdsVQ4i6rEYN1B9d+nLixAnmzp1LXFwchYWFrFixgqNHj6JQKEhPT+f27dscPnyYYcOGYWNjA1DuYkRP4uLiQmBgIMOHD2fIkCElHuPk5IStrS0Abdu2pW/fvgB07NiRxMREANLS0pg1axa3bt0iLy+P1q1bA9C9e3dCQ0NRqVQMHToUS0tLnJycCAoKoqCggFdffRVHR8dyxXr8+HEmTJgAwIsvvkjLli25fPkyrVq1Ijg4mHPnzqFQKLhy5YqhzUsvvcT//M//ANC5c2dSU1Np2LAhrVu3xt7eHgAvLy+2bdtmGKiPGDEC0H+zceLEiWLLWYpm3ps1a8bMmTOZOHEin3zySYX+LUrKSUWYKI3rfen4+n79RSQPepIHPcmDXm3Kw4utmzDApXWVlHh/1j6L8libys//WW2OvTLVpjzUqIH6o1xcXLh79y4ajYaEhAQ0Gg3R0dEolUoGDRpEbm4ulbUFfFEpe4Dg4GBOnTrF/v378fT0JCYmpljlUIAGDRoYflYoFIbXCoUCrVY/c7F48WL8/PwYPHgwiYmJfPLJJwBMnjyZAQMGkJCQgI+PDxs3bqRnz55ERESQkJDAnDlz8Pf3x9PTs8y4S7v+TZs20axZM2JjY9HpdLz00kslxm5sbIxWqy0zj+bm5obzNW7c2PDH1J+dP38eKysrMjIySnzf2NjYcK5Hc15STl588cUnxvSov49wlH3UZW9cycP/kTzoSR70amseKjvmyshD0TcTtTGfUHvvhcom+6hXkuTkZLRaLVZWVmRlZdG0aVOUSiWHDx8mNTUVgD59+rBnzx7u3r0LUKGlL82aNSM5ORmdTldszXtKSgrOzs4EBARgbW1NWlraU8WflZWFnZ0dgGHtdlH/nTp1YvLkyXTt2pXLly+TmppK06ZN8fHxwdvbm7Nnz5brHD179mTXrl0AXL58mZs3b9K+fXuysrJo3rw5CoWC2NhYwx8PpWnfvj2pqalcvXoVgNjYWHr27PnYcUUz77t37wb0A/dz584B8Ntvv/Gf//yHnTt3smHDBq5du/ZY+1atWnHmzBkAvv/++yfmRAghhBCivqtRM+pFa9RBPwgMCwvD2NgYlUrFtGnTGDVqFI6OjrRv3x4ABwcHpk6diq+vLwqFgi5duhAaGlquc82ePZspU6bQokULHBwcyMnJAWDZsmVcvXqVwsJCevfuTefOnZ/qWmbMmEFAQAB2dnY4Oztz/fp1ADZv3kxiYiIKhYIOHTrQv39/vvvuO8LDwzExMcHCwoKwsLByneP111/n/fffR6VSYWxsTEhICA0aNOD111/n7bffZs+ePfTq1QsLC4sn9mNqakpISAgBAQFotVq6du1a6s45y5cv54MPPmDdunUUFBQwYsQI2rdvzz/+8Q9CQkKws7Nj7ty5BAUFsWXLlsdyMn/+fD777DOcnZ0Nvy8pJ0IIIYQQ9Z1RYWWtHxGimty5ky1LX+TrTMnD/5E86Eke9CQPepWRh7Bt+h3U5o7vXhkhPXdyL+jJ0hchhBBCCCHEM5OBuhBCCCGEEDWQDNTFc/Hw4UMmTJhAamoqo0aNQq1WM3LkSMP+7ACzZs0qtpWkEEIIIUR9JgN18Vx88803DBkyhObNm7N9+3ZiY2PZsWMHn3/+Oenp6QCMGzeOL774opojFUIIIYSoGWrUri+i7tq1axcffvhhsX3c8/Ly0Ol0hteurq4EBgZSUFCAiUn5b83tyWn8kZv/zDEa/d//K3q+2sjIiNrwqLUy2Zj8/NK34HS2acTLtk2eY0RCCCGEqAwyUBdVLi8vj2vXrhmqs968eZPJkyeTkpLCnDlzDPvNKxQKXnjhBc6dO0fXrl3L3b+JUoFS9+yV93IfPiQvP9/wx4OxsTFmpqaYKJXP3HdVUypLvv5rmQ9QZuUw8i+tn3NE1aM2VZurSpIHPcmDnuRBTyqT1u7YK1NtyoMM1EWVu3v3Lo0a/fc/ihYtWrBr1y7S09N56623cHNzo1mzZgDY2NiUWtm0NKPb2lbK9owKhREKhRFQNJteiFZbWGkVcKvKk7aa+vzcdfLztfViSy7ZekxP8qAnedCTPOhJZVK5F4rI9oxC/ImZmRl5eXmP/d7Ozg4HBweOHTtm+F1eXh5mZmbPMzwDna6QggIdBQU68vO1FBToavwgXQghhBB1lwzURZVr0qQJWq2W3Nxc0tLSePjwIQB//PEHv/76K/b29oZjr1y5QocOHaorVCGEEEKIGkOWvojnom/fvhw/fpzCwkJCQ0MNS0veeOMNOnXqBMDt27cxNTXF1ta2mqMVQgghhKh+MlAXz8WECRPYuHEjy5cvZ9euXSUeExcXx9ixY59zZHXfzZxcPj93/anby64xQgghRPWQpS/iuejSpQu9evVCqy19G8FGjRrh5eX1HKMSZbmZk8spjTx8JIQQQlSHGjmjvm7dOuLi4lAoFCgUCoKDg3F2dmbTpk2MHTsWc3PzSjlPYmIiSqWS7t27V0p/NdW+ffto166dYe33xx9/TM+ePfnrX//KoEGD+Prrr7GxsSnWJjIyEnNzczw9PUvtNzo6mr59+xq2V5w/fz5/+9vfSl1jPnr06CfG6e3tXZHLEuXUwsKUNzs/3faMzzITL4QQQohnU+MG6idOnGD//v3s3LmTBg0aoNFoyM/XF7PZsmULHh4eJQ7UtVotxsYV20v7yJEjWFhY1IuB+iuvvGIYQAcEBJTZZty4cWUes3PnThwcHAwD9SVLljxboEIIIYQQwqDGDdRv3bqFtbW1oYJl0Uzvli1byMjIYNKkSVhZWbF161ZcXFzw8/Pj4MGDzJ07FzMzM0JDQ8nJycHa2pqQkBBsbW3x9fWlc+fOnD59muzsbJYuXYqNjQ3bt29HoVDw7bffsmDBAlq0aEFQUBAajQYbGxtCQkJo2bIlgYGBmJqacunSJW7cuEFISAg7d+7k5MmTODs7ExoayldffcWFCxcICgoCYMeOHSQnJzNv3jxiYmIIDw/HyMiITp06sXz5cjQaDe+//z43btwAICgoiB49enDkyBHDgNfIyIiIiAgaNiy+5+b06dNJS0sjNzeXiRMnGtZ1u7i4MHHiRH766SfMzMxYu3YtKSkp/Pjjjxw5coR169axevVq1q5dyyuvvMKwYcMACA8PJzExEYCPPvqIF154gdWrV2NhYYG/vz9JSUm8//77PHjwgLZt27J06VJ++eUXzpw5w//7f/8PMzMzoqKiePPNN5kzZw5OTk785z//YeXKlWi1Wqytrdm8eXOxPgHc3d359NNPsbGx4Z133iEtLQ2dTsf06dMZMWJEVd5mQgghhBA1Xo0bqPft25c1a9bg5uZGnz59GDFiBC+//DITJ05k06ZNbN682TB4z8nJwcHBgYCAAPLz8/H19WXt2rXY2NgQHx/PypUrCQkJAeDBgwds376do0ePEhQURFxcHK+99lqxgePUqVPx9PTEy8uLr7/+msWLF7N27VoAMjMz2bJlCz/88ANTp04lMjISBwcHRo8eTVJSEiNHjsTDw4P33nsPpVJJdHQ0ixYt4sKFC6xbt47IyEhsbGy4d+8eoJ99njRpEq6urty4cQN/f392797Nhg0bWLhwIT169OD+/fuYmpo+lqOlS5diZWXFw4cPGT16NEOHDsXa2pqcnBycnZ2ZNWsWy5YtY8eOHUyfPp1BgwYVG5j/WcOGDfn666+JiYlh6dKlfPbZZ8XenzNnDgsWLODll1/m448/5pNPPmH+/Pls27bNMDB/lEajYcGCBURERNCmTRvDNZfmwIED2Nrasn79egCysiq2Jnp7chp/5OZXqE1dokw2Jj+/5LX/N3NyaWHx+D0khBBCiJqvxg3ULS0tiY6O5tixYyQmJjJr1ixmz57NqFGjHjvW2NgYNzc3AC5fvsz58+f529/+BoBOp6N58+aGY0eOHAlAz549yc7OJjMz87H+Tpw4werVqwFQq9UsX77c8N7AgQMNM+LNmjUzbCnYoUMHUlNTcXR0pHfv3uzfv5/27duTn59Pp06d2Lp1K8OGDTP8cWFlZQXAoUOHuHjxoqH/7OxssrOz6d69O6GhoahUKoYOHYqlpeVjcW7dupW9e/cCcPPmTa5evYq1tTVKpZKBAwcC0LVrV37++edy5dzd3d2Qo6I/bIpkZWWRlZXFyy+/DICXl1eZS2dOnjyJq6srbdq0KXbNpenYsSNhYWEsX76cgQMH4urqWq64i5goFSh1FVv2VNcolSVff9smFvRqafPU5ZKVybWrZHZtibOqSR70JA96kge9Z82DskHt+jwsSW2OvTLVpjzUuIE66AfgvXr1olevXnTs2JGYmJjImqjSAAAgAElEQVQSB+qmpqaGdemFhYU4ODgQFRVVYp9GRkZPfF1Wm6KlOEZGRoafARQKBQUFBQCMGTOGTz/9lPbt2xviLa2ypU6nIyoq6rEqnJMnT2bAgAEkJCTg4+PDxo0befHFFw3vJyYmcujQIaKiojA3N8fX15fc3FwAlEqlIWaFQvHEHVaqUmFhYYn5NTY2RqfTGV4XxW1vb090dDQJCQl89NFH9O3blxkzZpT7fKPb2qLT1d8KouUph/y05ZKLZuprQ9lpKY+tJ3nQkzzoSR70KiMP+Xm15/OwJHIv6FVnHhQKI5o2bVj2gY+2qaJYntqlS5e4cuWK4XVSUhItW7YE9LPt9+/fL7Gdvb09Go2GEydOAJCfn8+FCxcM78fHxwNw7NgxGjVqRKNGjR7rz8XFhe+++w6AXbt20aNHjwrF7uzsTFpaGnFxcYZZ6j59+rBnzx7u3r0LYFgG0q9fPyIiIopdJ0BKSgqdOnVi8uTJdO3alcuXLxc7R1ZWFk2aNMHc3Jzk5GROnjxZZlxPyhvA7t27AX2OXFxcir3XqFEjGjduzLFjxwCIjY2lZ8+eT+zXxcWFo0ePcu3atWLX3KpVK37//XcAzp49y/Xr+h1F0tPTMTc3R61W4+/vbzhG1AxF+7BX5P+OZPxR3WELIYQQtV6Nm1HPyclh8eLFZGZmYmxszAsvvEBwcDAAPj4+vPnmmzRv3pytW7cWa9egQQNWrVrF4sWLycrKQqvVMmnSJBwcHAB9GfvXXnvN8DAp6JezzJw5kx9++IEFCxbwj3/8g6CgIMLDww0Pk1bU8OHDSUpKokkTfYEYBwcHpk6diq+vLwqFgi5duhAaGsr8+fMJDg5GpVKh1WpxdXUlODiYzZs3k5iYiEKhoEOHDvTv379Y//3792f79u2oVCrs7e3p1q1bmTGNGDGCBQsWsHXrVlatWvXY+3l5eYwZMwadTseKFSseez8sLMzwMGmbNm0MefHy8uL99983PExaxMbGhuDgYN5++210Oh1NmzZl48aNuLm5ERsbi1qtxsnJiXbt2gFw/vx5li1bhkKhwMTEhA8++KC86RY10M0c/TclUiRJCCGEeDZGhaWtzahDfH19S3zosSpMmTIFPz8/+vTpU+XnEnp37mTL0pcq+hqvaB/1iuzD/jRtKoN8rasnedCTPOhJHvQqIw9h234FYO742rmls9wLerL0pZ7KzMzEzc0NU1NTGaQLIYQQQohnVuOWvlSFPy+TqQqNGzfm3//+d5WfRwghhBBC1A8yoy6ei4cPHzJhwgTOnDnD2LFjGTlyJCqVyvCQL8CsWbOKPUgshBBCCFGfyUBdPBfffPMNQ4YMwdLSkrCwML777ju++OILli5datjTfty4cXzxxRfVHKkQQgghRM0gA3XxXOzatYvBgwdjb29v2O3Fzs4OGxsbNBoNAK6urhw6dMiwL70QQgghRH1WL9aoi+qVl5fHtWvXaN26+C4gv/32G/n5+bRt2xbQF2l64YUXOHfuHF27di13/9uT0/gjN79SY65NlMnGhsJEle1mTi4tLEyrpG8hhBBCPJkM1EWVu3v3Lo0aFS/Xm5GRwXvvvUdYWBgKxX+/2LGxsSEjI6NC/ZsoFSh1xpUSa22lVFbN9bdtYkGvljYVKresTK6+Mtu1qSx0VZI86Eke9CQPes+aB2WD6vtsqyy1OfbKVJvyIAN1UeXMzMzIy8szvM7OzmbKlCm88847jxVsysvLw8zMrEL9j25rK/uoV/GesBXpv2h2/3nvUyt7BOtJHvQkD3qSB73KyEN+XvV8tlUWuRf0ats+6jJQF1WuSZMmaLVacnNzMTIy4q233kKtVjN8+PDHjr1y5QodOnSohiiFEEIIIWoWGaiL56Jv374cP36cW7ducezYMe7du8fOnTsBCA0NxdHRkdu3b2NqaoqtrW01RyuEEEIIUf1koC6eiwkTJrBx40aWL1+OWq0u8Zi4uDjGjh37nCMTQgghhKiZZHtG8Vx06dKFXr16odWWvjtJo0aN8PLyeo5RCSGEEELUXDKjLp6b0aNHP/F9b2/v5xSJEEIIIUTNV69m1B0dHVGr1Xh4eODl5cWvv/76VP1ERkYSExMDQGBgIHv27AHA19eX06dPV1q85fHo+R+VlJREQkLCc41FCCGEEEJUnno1o25mZkZsbCwABw4cYMWKFURERFS4n3HjxlV2aJUuKSmJM2fOMGDAgHK3KSgowMTkv7eEVqvF2Lh+708uns7NnFw+P3f9qdo62zTiZdsmlRyREEIIUfvUqxn1R2VnZ9O4cWMA7t+/z6RJk/Dy8kKlUrFv3z7DcTExMahUKjw8PHjvvfcAWL16NeHh4U/s38XFxfDznj17CAwMBGD37t24u7vj4eHB+PHjH2uXkZHB+PHjUavVuLu7c+zYsSf2B3Do0CFef/113Nzc+Omnn8jLy2PVqlXEx8ejVquJj48nJyeHefPm4e3tjaenp+Eao6OjmTlzJlOnTuWNN94gMTERX19fZs+ejUqlAmD69OmMGjWKkSNHEhUVVewaV65ciYeHBz4+Pty+fRsAjUbD22+/jbe3N97e3hw/frzEvLm7u3P9+nVycnKYPHkyHh4euLu7Ex8f/8TcirrrZk4upzSyz68QQggB9WxG/eHDh6jVanJzc7l16xabN28GwNTUlDVr1tCwYUM0Gg1jx45l8ODBXLx4kXXr1hEZGYmNjQ337t175hjWrl1LeHg4dnZ2ZGZmPvZ+XFwc/fr1Y9q0aWi1Wh48eFBmn6mpqURERJCSksLEiRPZu3cvM2fO5MyZMyxcuBCAFStW0Lt3b0JCQsjMzGTMmDH89a9/BeDkyZN8++23WFlZkZiYyOnTp9m1axdt2rQBYOnSpVhZWfHw4UNGjx7N0KFDsba2JicnB2dnZ2bNmsWyZcvYsWMH06dPZ8mSJUyaNAlXV1du3LiBv78/u3fvLjX+AwcOYGtry/r16wHIyqrYQG17chp/5OZXqE1dokw2NhQZKkl1zFC3sDDlzc6tK9zuaWfhhRBCiLqoXg3UH136cuLECebOnUtcXByFhYWsWLGCo0ePolAoSE9P5/bt2xw+fJhhw4ZhY2MDgJWV1TPH4OLiQmBgIMOHD2fIkCGPve/k5ERQUBAFBQW8+uqrODo6ltnn8OHDUSgUtGvXjjZt2nDp0qXHjjl48CA//vgjGzZsACA3N5ebN28C+j3OH702JycnwyAdYOvWrezduxeAmzdvcvXqVaytrVEqlQwcOBCArl278vPPPwP6Gf6LFy8a2mdnZ5OdnV1q/B07diQsLIzly5czcOBAXF1dy7zmR5koFSh19XuJjlJZ8vVfy3yAMiuHkX+p+KD5qWNJfvoy28/S9lna1TWSBz3Jg57kQe9Z86Bs8GyfTzVBbY69MtWmPNSrgfqjXFxcuHv3LhqNhoSEBDQaDdHR0SiVSgYNGkRubi6FhZVTlj43N9fwc3BwMKdOnWL//v14enoSExODtbW14f2ePXsSERFBQkICc+bMwd/fH09Pz1L7AzAyMnri6yKrVq2iffv2xX536tQpzM3Ni/3OwsLC8HNiYiKHDh0iKioKc3NzfH19DedXKpWGcykUCsPWizqdjqioKMzMzIr1a2xsjE6ne+w67O3tiY6OJiEhgY8++oi+ffsyY8aMEq+hJKPb2qLTVc6/VW30pHLIn5+7Tn6+9rmWSy6a3X+acz5LWymPrSd50JM86Eke9CojD/l5T//5VBPIvaBXnXlQKIxo2rRhxdpUUSw1XnJyMlqtFisrK7KysmjatClKpZLDhw+TmpoKQJ8+fdizZw93794FqNDSl2bNmpGcnIxOpyu25j0lJQVnZ2cCAgKwtrYmLS2tWLvU1FSaNm2Kj48P3t7enD179on9gX7Nuk6nIyUlhWvXrmFvb4+lpSX37983HNOvXz8iIiIMf3z8/vvv5bqOrKwsmjRpgrm5OcnJyZw8ebLMNkXnKpKUlARAq1atDOc9e/Ys16/rlzmkp6djbm6OWq3G39+/3LEJIYQQQtRl9WpGvWiNOkBhYSFhYWEYGxujUqmYNm0ao0aNwtHR0TDr7ODgwNSpU/H19UWhUNClSxdCQ0PLda7Zs2czZcoUWrRogYODAzk5OQAsW7aMq1evUlhYSO/evencuXOxdkeOHCE8PBwTExMsLCwICwt7Yn+gn5GeMGECd+7cYdGiRZiamtKrVy/Wr1+PWq1mypQpTJ8+naVLl+Lh4UFhYSGtWrXis88+K/M6+vfvz/bt21GpVNjb29OtW7cy28yfP5/g4GBUKhVarRZXV1eCg4Nxc3MjNjYWtVqNk5MT7dq1A+D8+fMsW7YMhUKBiYkJH3zwQblyLIQQQghRlxkVVtb6DiGqyZ072bL05QlLX27m5NLCwrTC/T7tQ6hFD4Q+y8OkT9NWvtbVkzzoSR70JA96lZGHsG362itzx3evjJCeO7kX9GTpixCi1pNtEoUQQojqV+bSF0dHRzp27EhhYSHGxsYsWLCA7t0r/tdkZGQk5ubmeHp6EhgYyCuvvMKwYcPw9fVlzpw5ODk5PdUFVLXo6Ohi2xzWJKtXr8bCwgJ/f/9K77usf5fMzEx27dpl2As+PT2dJUuWsGrVqkqPRTybp9kqUbZJFEIIIapfmQP1+lTN81nUxiqezxJzZmYmkZGRhoG6nZ2dDNKFEEIIISpRhZa+1NRqnomJiYwfP5633nqLESNGsHDhQnQ6HVqtlsDAQNzd3VGpVGzatImUlBS8vLwMba9cucKoUaMA+O2333jttdfw8PBg9OjRhr2/MzIy8Pf3Z+jQoSxbtqxYvB9//DFjxozhxIkT/PLLL3h6eqJSqZg3bx55eXkAfPjhh4wYMQKVSmV4OPTHH39kzJgxeHp64ufnZ6jqef/+febNm4dKpUKlUvHvf/8bgP/85z94eXnh4eHBpEmTDDFcvHgRX19fBg8ezJYtWwy/f1I10fLEXOSrr75i6dKlhtc7duwgJCSEjz76iJSUFNRqNWFhYVy/fh13d3dA/wdAWFiY4Rq2bt0KwKBBg9BoNACcPn0aX19fQP8ArVqtRq1W4+np+cQ914UQQggh6osyZ9RrQzVP0A+y4+PjadmyJX//+9/5/vvvad26Nenp6cTFxQH6WeDGjRvTsGFDkpKScHR0JDo6Gi8vL/Ly8pg1axYrV67kpZdeIjs727APeFJSEjExMTRo0MCwXKdFixbk5OTg4OBAQEAAubm5DB06lE2bNmFvb8+cOXP48ssv8fT0ZO/evezZswcjIyND/D169GDHjh0YGRnx1Vdf8cUXXxAYGMjatWtp2LAhu3btAuCPP/5Ao9GwYMECIiIiaNOmTbGcXr58mS1btpCdnc3w4cMZN24cSqXyidVEy4rZz8/P0P/IkSMNf3AplUqio6NZtGgRlpaWXLhwwfBtS9FWiwBRUVFcv36dnTt3YmJiUuY9sGHDBhYuXEiPHj24f/8+pqYVe/BRKpOWXpn0aR8kFUIIIUT1q9DSl5pazRPgpZdeMlTTHDlyJMePH6dPnz5cu3aNf/7znwwYMIB+/foBMGbMGL755hvmzZtHfHw8X331FZcvX6Z58+a89NJLADRs+N+ncvv06UOjRvoqVi+++CKpqam0aNECY2Nj3NzcAP2AuXXr1tjb2wPg5eXFtm3bmDBhAqampsyfP59XXnmFV155BYC0tDRmzZrFrVu3yMvLo3Vr/RriX375hRUrVhjO3aRJE3788UdcXV0N1/doTgcMGECDBg2wsbHBxsaGO3fu8D//8z+lVhMtT8yPDtQtLCzo3bs3+/fvp3379uTn59OpU6diA/M/++WXX3jttdcwMTF5LN6SdO/endDQUFQqFUOHDsXS0vKJx/+ZVCYtvTJp2yYW9GppU+EqbNVVXVQqk1YOyYOe5EFP8qAnlUlrd+yVqTbloUL7qNfUap5QcnXOJk2aEBsby8GDB/nyyy/ZvXs3ISEhuLm5sWbNGnr37s1f/vIXrK2tSU9PL7WiZ4MGDQw/GxsbGypwmpqaGtZ4l3bdJiYmfP311/zyyy989913REREsGXLFhYvXoyfnx+DBw8mMTGRTz75xNDPn+Mo6XelxVZQUPDEaqLlifnPxowZw6effkr79u0Ny4SepLR4jY2NDed89N938uTJDBgwgISEBHx8fNi4cSMvvvhiuWIDqUxanq2mKroVVXVVF5XKpM9O8qAnedCTPOhJZVK5F4rU6e0Za2o1T9Avfbl27Ro6nY7du3fTo0cPNBoNhYWFuLm5ERAQYKh4aWpqSr9+/fjggw8MA8/27duTkZHBb7/9BujX4xcUFJQ79vbt25OamsrVq1cBiI2NpWfPnty/f5+srCwGDBhAUFAQ586dA/QVP+3s7AD9mv4iffv2Lfaw7h9//IGLiwtHjx7l2rVrQNk5LW810dJi/jNnZ2fS0tKIi4szrEP/c+XTR/Xt25ft27cb8lcUb6tWrThz5gwA33//veH4lJQUOnXqxOTJk+natSuXL19+4vUJIYQQQtQH5V6jDjW3midAt27d+Oijjzh//jyurq4MGTKE8+fPM2/ePHQ6HQDvvvuu4XiVSsX3339vWA7ToEEDVq5cyeLFi3n48CFmZmZs3LixXHGDfvAfEhJCQEAAWq2Wrl27Mm7cOO7du8f06dMNM8jz5s0DYMaMGQQEBGBnZ4ezs7NhKcm0adMIDg7G3d0dhULBjBkzGDp0KMHBwbz99tvodDqaNm36xNjKW020tJhLMnz4cJKSkmjSRF8Ax9ramu7du+Pu7s7//u//FnvId8yYMVy5cgUPDw9MTEzw8fFhwoQJzJgxg/nz5/PZZ5/h7OxsOH7z5s0kJiaiUCjo0KED/fv3L3fehRBCCCHqqjpRmTQxMZENGzbw2WeflbtNeHg4WVlZvPPOO1UYWd0xZcoU/Pz86NOnT3WH8hipTFr5X+NVV3VRqUz67CQPepIHPcmDnlQmlXuhSG1b+lKhNep1xVtvvUVKSophBxtRuszMTMaMGUOnTp1q5CBdVJ2bOblPVfhIdpoRQgghKkedGKj36tWLXr16lfv4NWvWVGE0dUvjxo0Ne7kLUR4tLExxtqk9T9QLIYQQNVWdGKgLISpfCwvTp1qCIoQQQojKUaFdX4R4Wg8fPmTChAmcOXOGsWPHMnLkSFQqFfHx8YZjZs2axZUrV6ovSCGEEEKIGkRm1MVz8c033zBkyBAsLS0JCwujXbt2pKen4+3tTb9+/WjcuDHjxo3jiy++YPHixdUdrqhGT7M23tmmESNrUQELIYQQojxkoC6ei127dvHhhx8aKrAC2NnZYWNjg0ajoXHjxri6uhIYGEhBQYGhqml5bE9O44/c/KoIu1bo96A5jub19+HNmzn6rU9HVnMcQgghRGWTgbqocnl5eVy7dq3YIB30Rary8/Np27YtAAqFghdeeIFz587RtWvXcvdvolSg1BlXasy1xbXMByTe0NC/d8dK7VeZXD2lspXJxrRtYsF7Fbie5YfPG36uTWWhq5LkQU/yoCd50HvWPCgbVM/nYmWqzbFXptqUBxmoiyp39+5dGjUq/h9FRkYG7733HmFhYSgU/31UwsbGhoyMjAr1P7qtbb3dR71oiUhl7wmbn189pbKf5rxFbSrarq6SvZL1JA96kge9yshDfl71fC5WFrkX9GrbPuryMKmocmZmZuTl5RleZ2dnM2XKFN55553Hqqbm5eVhZmb2vEMUQgghhKhxZEZdVLkmTZqg1WrJzc3FyMiIt956C7VazfDhwx879sqVK3To0KEaohRCCCGEqFlkoC6ei759+3L8+HFu3brFsWPHuHfvHjt37gQgNDQUR0dHbt++jampKba2ttUcbe1yLTPnqSqIPolUFxVCCCGqnwzUxXMxYcIENm7cyPLly1Gr1SUeExcXx9ixY59zZKIkUl1UCCGEqH4yUBfPRZcuXejVqxdarRZj45J3aGnUqFGpg3hRujaNLfB7sUV1hyGEEEKISlavHiZ1dHRErVbj4eGBl5cXv/7661P1ExkZSUxMDACBgYHs2bMHAF9fX06fPl1p8ZbHo+d/VFJSEgkJCc81lrKMHj261EE6gLe3d4X2TxdCCCGEqMvq1ajIzMyM2NhYAA4cOMCKFSuIiIiocD/jxo2r7NAqXVJSEmfOnGHAgAHlbvPnQkNPmv0WQgghhBBVq17NqD8qOzubxo0bA3D//n0mTZqEl5cXKpWKffv2GY6LiYlBpVLh4eHBe++9B8Dq1asJDw9/Yv8uLi6Gn/fs2UNgYCAAu3fvxt3dHQ8PD8aPH/9Yu4yMDMaPH49arcbd3Z1jx449sT+AQ4cO8frrr+Pm5sZPP/1EXl4eq1atIj4+HrVaTXx8PDk5OcybNw9vb288PT0N1xgdHc3MmTOZOnUqb7zxBomJifj6+jJ79mxUKhUA06dPZ9SoUYwcOZKoqKhi17hy5Uo8PDzw8fHh9u3bAGg0Gt5++228vb3x9vbm+PHjJebN3d2d69evk5OTw+TJk/Hw8MDd3Z34+Pgn5lYIIYQQoj6oVzPqDx8+RK1Wk5uby61bt9i8eTMApqamrFmzhoYNG6LRaBg7diyDBw/m4sWLrFu3jsjISGxsbLh3794zx7B27VrCw8Oxs7MjMzPzsffj4uLo168f06ZNQ6vV8uDBgzL7TE1NJSIigpSUFCZOnMjevXuZOXMmZ86cYeHChQCsWLGC3r17ExISQmZmJmPGjOGvf/0rACdPnuTbb7/FysqKxMRETp8+za5du2jTpg0AS5cuxcrKiocPHzJ69GiGDh2KtbU1OTk5ODs7M2vWLJYtW8aOHTuYPn06S5YsYdKkSbi6unLjxg38/f3ZvXt3qfEfOHAAW1tb1q9fD0BWVsUKEWxPTuOP3PwKtakrbubk0raJRXWHIYQQQogqUK8G6o8ufTlx4gRz584lLi6OwsJCVqxYwdGjR1EoFKSnp3P79m0OHz7MsGHDsLGxAcDKyuqZY3BxcSEwMJDhw4czZMiQx953cnIiKCiIgoICXn31VRwdHcvsc/jw4SgUCtq1a0ebNm24dOnSY8ccPHiQH3/8kQ0bNgCQm5vLzZs3Af3WiY9em5OTk2GQDrB161b27t0LwM2bN7l69SrW1tYolUoGDhwIQNeuXfn5558B/Qz/xYsXDe2zs7PJzs4uNf6OHTsSFhbG8uXLGThwIK6urmVe86NMlAqUuvq5RKdtEwt6tbSpVeWQn0SZXPES3UVtKtquLpM86Eke9CQPes+aB2WDin8+1TS1OfbKVJvyUK8G6o9ycXHh7t27aDQaEhIS0Gg0REdHo1QqGTRoELm5uRQWVk5Z+tzcXMPPwcHBnDp1iv379+Pp6UlMTAzW1taG93v27ElERAQJCQnMmTMHf39/PD09S+0PwMjI6Imvi6xatYr27dsX+92pU6cwNzcv9jsLi//O0CYmJnLo0CGioqIwNzfH19fXcH6lUmk4l0KhQKvVl1fW6XRERUU9VmHU2NgYnU732HXY29sTHR1NQkICH330EX379mXGjBklXkNJRre1RaernH+r2qgulYXOz694ie6iNhVtV1fVpfvhWUge9CQPepWRh/y8in8+1SRyL+hVZx4UCiOaNm1YsTZVFEuNl5ycjFarxcrKiqysLJo2bYpSqeTw4cOkpqYC0KdPH/bs2cPdu3cBKrT0pVmzZiQnJ6PT6YqteU9JScHZ2ZmAgACsra1JS0sr1i41NZWmTZvi4+ODt7c3Z8+efWJ/oF+zrtPpSElJ4dq1a9jb22Npacn9+/cNx/Tr14+IiAjDHx+///57ua4jKyuLJk2aYG5uTnJyMidPniyzTdG5iiQlJQHQqlUrw3nPnj3L9ev6Ij3p6emYm5ujVqvx9/cvd2xCCCGEEHVZvZpRL1qjDlBYWEhYWBjGxsaoVCqmTZvGqFGjcHR0NMw6Ozg4MHXqVHx9fVEoFHTp0oXQ0NBynWv27NlMmTKFFi1a4ODgQE5ODgDLli3j6tWrFBYW0rt3bzp37lys3ZEjRwgPD8fExAQLCwvCwsKe2B/oZ6QnTJjAnTt3WLRoEaampvTq1Yv169ejVquZMmUK06dPZ+nSpXh4eFBYWEirVq347LPPyryO/v37s337dlQqFfb29nTr1q3MNvPnzyc4OBiVSoVWq8XV1ZXg4GDc3NyIjY1FrVbj5OREu3btADh//jzLli1DoVBgYmLCBx98UK4cCyGEEELUZUaFlbW+Q4hqcudOtix9qSNfZ35+Tv8ty5udW1e4TdD/OtaZPDyLunQ/PAvJg57kQa8y8hC2TV97Ze747pUR0nMn94KeLH0RQgghhBBCPLN6NVCXyqRCCCGEEKK2qFdr1KUy6ZNJZVIhhBBCiJqjXs2oP0oqk0plUiGEEEKImqxezahLZVKpTFoXKZONi+0lXpvdzMmlhYVpdYchhBBC1Aj1aqAulUmlMmldpVTWjet/mkqrymRjrmXmsPzw+UqJoVdLG/q3bVYpfVWX2lR1rypJHvQkD3pSmbR2x16ZalMe6tVA/VFSmVRPKpPWfnVxy62KViYt+k/1Wb9ZuJmTS36+Fkfz2jurXxfvh6chedCTPOhJZVK5F4rUtu0Z6+1AvbyVSWfMmIGfnx/W1tbcu3ev3LPqRZVE7e3t2bdvH5aWlsB/K5M6Ozvz008/kZaWVmygnpqaip2dHT4+PuTk5HD27Fk8PT1L7Q/0a9a9vLy4fv26oTLp1atXS6xMumDBAoyMjPj999/p0qVLmdfxLJVJ//73vwP6B1sdHR1p1aoV+/fvBx6vTGplZYVarcbS0pLo6OiyEyzEI1pYmPJe747P/OFbtCe7EEIIURPUq4G6VCaVyqRCCCGEELWFVCYVtZ5UJq3fX2dWZmXSp6mMWtPU9/uhiORBT/KgJ5VJ5V4oUtuWvtTb7RmFEEIIIYSoydnw8u8AACAASURBVGSgLoQQQgghRA1UIwfq69atY+TIkahUKtRqNadOnQJg06ZN5dpXvLwSExP59ddfK62/mmrfvn3Ftkv8+OOPOXToEACDBg1Co9E81iYyMpKYmJgn9hsdHU16errh9fz584udRwghhBBCPL0a9zDpiRMn2L9/Pzt37qRBgwZoNBry8/XFbLZs2YKHh8dj2wnC05W7P3LkCBYWFnTvXjvXm5XXvn37eOWVV+jQoQMAAQEBZbYZN25cmcfs3LkTBwcH7OzsAFiyZMmzBSqEEEIIIQxq3ED91q1bWFtb06BBAwBDsaEtW7aQkZHBpEmTsLKyYuvWrbi4uODn58fBgweZO3cuZmZmhIaGkpOTg7W1NSEhIdja2uLr60vnzp05ffo02dnZLF26FBsbG7Zv345CoeDbb79lwYIFtGjRgqCgIDQaDTY2NoSEhNCyZUsCAwMxNTXl0qVL3Lhxg5CQEHbu3MnJkydxdnYmNDSUr776igsXLhAUFATAjh07SE5OZt68ecTExBAeHo6RkRGdOnVi+fLlaDSa/8/evYdFVa6NH//ODCOHRA4abvOIiYpJROIpfC01zwwjipop2o4rD1Sar6Wkmco2FE3baWlpaKZuD7sIw9RezWRXJqapWw1/JqkogicsQHSAmfn9sWIFAgoxnOT+XJfXxcxa61n3elpMD888676ZM2cOly5dAmDmzJl06tSJgwcPqgNejUbDhg0bqF+/6IMH4eHhpKenYzKZGDt2LCNHjgSU3PBjx47lm2++wcHBgRUrVpCSksLevXs5ePAgK1euZPny5axYsYKnnnqKAQMGABATE0NiYiIAS5YsoWXLlixfvhwnJyfCwsJISkpizpw53Lp1ixYtWhAVFcUPP/zAiRMnePXVV3FwcGDLli288MILTJ8+HR8fH/7zn//wzjvvYDabcXNzY926dUXaBAgMDOSDDz7A3d2dV155hfT0dCwWC+Hh4QwaNKgybzMhhBBCiBqvxg3UAwICeP/99+nfvz/du3dn0KBBdOnShbFjx/Lxxx+zbt06dfCek5ODl5cXU6ZMIS8vj9DQUFasWIG7uzs7duzgnXfeYcGCBQDcunWLzZs38+OPPzJz5ky2b9/OM888U2TgOHHiRIYMGUJwcDCffvop8+fPZ8WKFQBkZmbyySef8PXXXzNx4kQ2bdqEl5cXISEhJCUlMXjwYIKCgnjttdfQ6/XExsYyb948fvnlF1auXMmmTZtwd3fnt99+A5TZ53HjxuHv78+lS5cICwtj586drFmzhjfffJNOnTpx8+ZN7O2LF16JiorC1dWV27dvExISQr9+/XBzcyMnJwdfX1+mTp3KokWL2Lp1K+Hh4fTu3bvIwPxO9evX59NPPyUuLo6oqKhiaRunT5/O7Nmz6dKlC++++y7vvfces2bNYuPGjerAvLCMjAxmz57Nhg0baN68uXrNpfn222/x8PBg1apVgJK7vTw2J6fzuymvXMfcT/TJunIX+vF1d6aLh0slRSSEEEIIW6hxA/WCgjeHDh0iMTGRqVOnMm3aNIYOHVpsX51OR//+/QE4e/Ysp0+f5u9//zugVMd88MEH1X0HDx4MKJU/s7OzyczMLNbekSNHWL58OQBGo5HFixer23r16qXOiDdq1Ih27doB0KZNG1JTU/H29qZbt27s27eP1q1bk5eXR7t27Vi/fj0DBgxQ/7goKJi0f//+Iuu5s7Ozyc7O5vHHH2fhwoUYDAb69etXpLBRgfXr17N7924A0tLSOH/+PG5ubuj1enr16gVAx44d+f7778vU54GBgWofFfxhUyArK4usrCy6dOkCQHBw8D2Xzhw9ehR/f3+aN29e5JpL07ZtW6Kjo1m8eDG9evXC39+/THEXsNNr0VvKt+zpfqPXl/36L2TeQp+Vw+BHam8KwsL0yX9ee4VLhCfX/hLhUPvjtxXpB4X0g6LCnw/1av/nQ22O3ZZqUz/UuIE6KAPwrl270rVrV9q2bUtcXFyJA3V7e3t1XbrVasXLy4stW7aU2GZBqfvSXt/rmIKlOBqNRv0ZQKvVkp+fD8Dw4cP54IMPaN26tRpvaWnqLRYLW7ZswcHBocj748eP58knnyQhIYERI0awdu1aHn74YXV7YmIi+/fvZ8uWLTg6OhIaGorJZAJAr9erMWu1WszmipVT/6usVmuJ/avT6bBYLOrrgrg9PT2JjY0lISGBJUuWEBAQwEsvvVTm84W08JA86uXICbv61EXy8sz3TT7dwt8mVLhEeF7tLhEOkiu5gPSDQvpBYYt+yMut3Z8Pci8oJI96Bf3666+cO3dOfZ2UlMRDDz0EKLPtN2/eLPE4T09PMjIyOHLkCAB5eXn88ssv6vYdO3YAcOjQIZydnXF2di7Wnp+fH19++SUA8fHxdOrUqVyx+/r6kp6ezvbt29VZ6u7du7Nr1y5u3LgBoC4D6dGjBxs2bChynQApKSm0a9eO8ePH07FjR86ePVvkHFlZWbi4uODo6EhycjJHjx69Z1x36zeAnTt3Akof+fn5Fdnm7OxMgwYNOHToEADbtm2jc+fOd23Xz8+PH3/8kQsXLhS55qZNm/Lzzz8DcPLkSS5eVIrLXL58GUdHR4xGI2FhYeo+QgghhBB1WY2bUc/JyWH+/PlkZmai0+lo2bIlkZGRAIwYMYIXXniBBx98kPXr1xc5rl69eixbtoz58+eTlZWF2Wxm3LhxeHl5AeDi4sIzzzyjPkwKynKWyZMn8/XXXzN79mzeeOMNZs6cSUxMjPowaXkNHDiQpKQkXFyU9b9eXl5MnDiR0NBQtFotHTp0YOHChcyaNYvIyEgMBgNmsxl/f38iIyNZt24diYmJaLVa2rRpQ8+ePYu037NnTzZv3ozBYMDT05PHHnvsnjENGjSI2bNns379epYtW1Zse25uLsOHD8disbB06dJi26Ojo9WHSZs3b672S3BwMHPmzFEfJi3g7u5OZGQkL7/8MhaLhYYNG7J27Vr69+/Ptm3bMBqN+Pj40KpVKwBOnz7NokWL0Gq12NnZMXfu3LJ2txBCCCHEfUtjLW1txn0kNDS0xIceK8OECRN47rnn6N69e6WfSyiuX8+WpS/lXPqSlmOiiVPxB5UrU2U9wLr6lPLNzMz/8a7w15kFbb3Qvvau35evtxXSDwrpB4Ut+iF6o1J3Zcbo2pnSWe4FhSx9qaMyMzPp378/9vb2MkgX4g5pOSaOZcj/IIQQQojyqHFLXyrDnctkKkODBg346quvKv08QthCEyf7Kp01LpipFkIIIUTZ1akZdW9vb4xGI0FBQQQHB/PTTz/9pXY2bdpEXFwcABEREezatQtQltgcP37cZvGWReHzF5aUlERCQkKVxiKEEEIIIWynTsyoF3BwcGDbtm2AUmRn6dKlRTKvlNWoUaNsHZrNJSUlceLECZ588skyH5Ofn4+d3Z+3hNlsVtNfCiGEEEKIqlWnZtQLy87OpkGDBgDcvHmTcePGERwcjMFgYM+ePep+cXFxGAwGteoowPLly4mJiblr+4XTHO7atYuIiAhASYUYGBhIUFAQo0ePLnbclStXGD16NEajkcDAQDUtYmntgVI86dlnn6V///5888035ObmsmzZMnbs2IHRaGTHjh3k5OTw+uuvM2zYMIYMGaJeY2xsLJMnT2bixIk8//zzJCYmEhoayrRp0zAYDACEh4czdOhQBg8eXCS7i5+fH++88w5BQUGMGDGCa9euAUpl0pdffplhw4YxbNgwDh8+XGK/BQYGcvHiRXJychg/fjxBQUEEBgaqqTSFEEIIIeqyOjWjfvv2bYxGIyaTiatXr7Ju3TpAKZz0/vvvU79+fTIyMhg5ciR9+vThzJkzrFy5kk2bNuHu7q7mA6+IFStWEBMTQ+PGjUusjrp9+3Z69OjBpEmTMJvN3Lp1655tpqamsmHDBlJSUhg7diy7d+9m8uTJnDhxgjfffBOApUuX0q1bNxYsWEBmZibDhw/niSeeAJRKol988QWurq4kJiZy/Phx4uPj1cqiUVFRuLq6cvv2bUJCQujXrx9ubm7k5OTg6+vL1KlTWbRoEVu3biU8PJy33nqLcePG4e/vz6VLlwgLC1NztZfk22+/xcPDg1WrVgFKrvjy2Jyczu+mvHIdcz/RJ+uKFP25l+rI+CKEEEKI8qtTA/XCS1+OHDnCjBkz2L59O1arlaVLl/Ljjz+i1Wq5fPky165d48CBAwwYMAB3d3cAXF1dKxyDn58fERERDBw4kL59+xbb7uPjw8yZM8nPz+fpp5/G29v7nm0OHDgQrVZLq1ataN68Ob/++muxfb777jv27t3LmjVrAKUqaFpaGgABAQFFrs3Hx0cdpIPyMO7u3bsBSEtL4/z587i5uaHX6+nVqxcAHTt25PvvvweUGf4zZ86ox2dnZ5OdnV1q/G3btiU6OprFixfTq1cv/P3973nNhdnptegtdXuJjl5f9utv4eJE14fcq7SEsj658kpvF7Rti/YrM86qVNvjtxXpB4X0g6LCnw/1av/nQ22O3ZZqUz/UqYF6YX5+fty4cYOMjAwSEhLIyMggNjYWvV5P7969MZlM2CrFvMlkUn+OjIzk2LFj7Nu3jyFDhhAXF4ebm5u6vXPnzmzYsIGEhASmT59OWFgYQ4YMKbU9AI1Gc9fXBZYtW0br1q2LvHfs2DEcHR2LvOfk5KT+nJiYyP79+9myZQuOjo6Ehoaq59fr9eq5tFotZrMyq2uxWNiyZQsODg5F2tXpdFgslmLX4enpSWxsLAkJCSxZsoSAgABeeumlEq+hJCEtPCSP+l/ICVuVeWTz8syk5ZiI+jbJ5m0X/oagwiXC82p3iXCQXMkFpB8U0g8KW/RDXm7t/nyQe0EhedRrieTkZMxmM66urmRlZdGwYUP0ej0HDhwgNTUVgO7du7Nr1y5u3LgBUK6lL40aNSI5ORmLxVJkzXtKSgq+vr5MmTIFNzc30tPTixyXmppKw4YNGTFiBMOGDePkyZN3bQ+UNesWi4WUlBQuXLiAp6cnDzzwADdv3lT36dGjBxs2bFD/+Pj555/LdB1ZWVm4uLjg6OhIcnIyR48evecxBecqkJSkDM6aNm2qnvfkyZNcvKik7Lt8+TKOjo4YjUbCwsLKHJsQoKSa9HWvPbMjQgghRFnVqRn1gjXqAFarlejoaHQ6HQaDgUmTJjF06FC8vb3VWWcvLy8mTpxIaGgoWq2WDh06sHDhwjKda9q0aUyYMIEmTZrg5eVFTk4OAIsWLeL8+fNYrVa6detG+/btixx38OBBYmJisLOzw8nJiejo6Lu2B8qM9JgxY7h+/Trz5s3D3t6erl27smrVKoxGIxMmTCA8PJyoqCiCgoKwWq00bdqUDz/88J7X0bNnTzZv3ozBYMDT05PHHnvsnsfMmjWLyMhIDAYDZrMZf39/IiMj6d+/P9u2bcNoNOLj40OrVq0AOH36NIsWLUKr1WJnZ8fcuXPL1Meidqnq3O1CCCFEbaex2mp9hxDV5Pr1bFn6UsO/ziwoeFSZA3Vb9ENVxFnZasP9UBWkHxTSDwpb9EP0RqX2yozRj9sipCon94JClr4IIYQQQgghKkwG6kIIIYQQQtRAdWqg7u3tjdFoJCgoiODgYH766ae/1M6mTZuIi4sDICIigl27dgEQGhrK8ePHbRZvWRQ+f2FJSUkkJCRUaSxCCCGEEMJ26tTDpIXzqH/77bcsXbq0SHaSsho1apStQ7O5pKQkTpw4wZNPPlnmY/Lz87Gz+/OWMJvN6HR1Oz+5EEIIIUR1qVMD9cKys7Np0KABADdv3iQ8PJzMzEzy8/OZMmUKTz/9NABxcXHExMSg0Who164dixcvZvny5Tg5OREWFlZq+35+fhw5cgRQ0ifu27ePhQsXsnPnTt5//320Wi3Ozs5s3LixyHFXrlxh6tSpZGdnYzabmTt3Lv7+/qW2B0qBoU8++YTr168TERFBQEAAy5Yt4/bt2xw+fJgJEybw1FNP8Y9//IPTp09jNpt56aWXePrpp4mNjWXfvn3k5uaSk5PDiy++yHvvvYeHhwdJSUns2LGD8PBw0tPTMZlMjB07lpEjR6rXOHbsWL755hscHBxYsWIFjRo1IiMjgzlz5nDp0iUAZs6cSadOnYr1W2BgIB988AHu7u688sorpKenY7FYCA8PZ9CgQWX+bymVSctXmbQ6SDVUIYQQovzq1EC9ID2jyWTi6tWrrFu3DgB7e3vef/996tevT0ZGBiNHjqRPnz6cOXOGlStXsmnTJtzd3cuVR700K1asICYmhsaNG5OZmVls+/bt2+nRoweTJk3CbDZz69ate7aZmprKhg0bSElJYezYsezevZvJkydz4sQJ3nzzTQCWLl1Kt27dWLBgAZmZmQwfPpwnnngCgKNHj/LFF1/g6upKYmIix48fJz4+Xq1OGhUVhaurK7dv3yYkJIR+/frh5uZGTk4Ovr6+TJ06lUWLFrF161bCw8N56623GDduHP7+/ly6dImwsDB27txZavzffvstHh4erFq1ClByt5eHVCYtX2XS6lBV1VClMqmitsdvK9IPCukHhVQmrd2x21Jt6oc6NVAvvPTlyJEjzJgxg+3bt2O1Wlm6dCk//vgjWq2Wy5cvc+3aNQ4cOMCAAQNwd3cHwNXVtcIx+Pn5ERERwcCBA+nbt2+x7T4+PsycOZP8/HyefvppvL2979nmwIED0Wq1tGrViubNm/Prr78W2+e7775j7969rFmzBlCqgqalpQEQEBBQ5Np8fHzUQTrA+vXr2b17NwBpaWmcP38eNzc39Ho9vXr1AqBjx458//33gDLDf+bMGfX47OxssrOzS42/bdu2REdHs3jxYnr16oW/v/89r7kwqUxae1JuVWacNqk8KJVJ7xvSDwrpB4VUJpV7oUBtS89Ypwbqhfn5+XHjxg0yMjJISEggIyOD2NhY9Ho9vXv3xmQyYasU8yaTSf05MjKSY8eOsW/fPoYMGUJcXBxubm7q9s6dO7NhwwYSEhKYPn06YWFhDBkypNT2ADQazV1fF1i2bJlazKnAsWPHcHR0LPKek5OT+nNiYiL79+9ny5YtODo6Ehoaqp5fr9er59JqtZjNyoeYxWJhy5YtODg4FGlXp9NhsViKXYenpyexsbEkJCSwZMkSAgICeOmll0q8BiGEEEKIuqJOZX0pLDk5GbPZjKurK1lZWTRs2BC9Xs+BAwdITU0FoHv37uzatYsbN24AlGvpS6NGjUhOTsZisbBnzx71/ZSUFHx9fZkyZQpubm6kp6cXOS41NZWGDRsyYsQIhg0bxsmTJ+/aHihr1i0WCykpKVy4cAFPT08eeOABbt68qe7To0cPNmzYoP7x8fPPP5fpOrKysnBxccHR0ZHk5GSOHj16z2MKzlUgKSkJgKZNm6rnPXnyJBcvKsVlLl++jKOjI0ajkbCwsDLHJoQQQghxP6tTM+oFa9QBrFYr0dHR6HQ6DAYDkyZNYujQoXh7e6uzzl5eXkycOJHQ0FC0Wi0dOnRQH+C8l2nTpjFhwgSaNGmCl5cXOTk5ACxatIjz589jtVrp1q0b7du3L3LcwYMHiYmJwc7ODicnJ6Kjo+/aHigz0mPGjOH69evMmzcPe3t7unbtyqpVqzAajUyYMIHw8HCioqIICgrCarXStGlTPvzww3teR8+ePdm8eTMGgwFPT08ee+yxex4za9YsIiMjMRgMmM1m/P39iYyMpH///mzbtg2j0YiPjw+tWrUC4PTp0yxatAitVoudnR1z584tUx8LIYQQQtzPNFZbre8Qoppcv54ta9Rl3aFN+mH1KeVbnhfaN7NFSNVC7geF9INC+kFhi36I3qjUXpkx+nFbhFTl5F5Q1LY16nV26YsQQgghhBA1mQzU+bNiaWBgIBMnTlTTJiYmJjJhwoQSj5k1a1aRzCZl1bt3bzIyMoq9X7jaaU1z8eJFAgMDqzsMIYQQQog6RQbq/Jm2cfv27bi4uBQrQlSSt956izZt2tgshlGjRhXL7nK/yM/Pr+4QhBBCCCFqnTr1MGlZPPbYY/y///f/1Nc5OTlMnjyZ06dP88gjj/D222+j0WgIDQ1l+vTpXLlyhWXLlgHKw6p5eXns3buXH374gejoaMxmMx07dmTevHnUq1cPgJiYGBITEwFYsmQJLVu2LFK1s6BtHx8fMjIyCAkJYe/evcTGxrJnzx4sFgunT5/m+eefJy8vj23btlGvXj1WrVpVLNd7SZVQTSYTc+fO5cSJE+h0OiIiIujWrRuxsbHs3r2b3NxcLl68iMFgUNMkms1m3njjDY4cOULjxo1ZsWIFDg4OJCUlMWfOHG7dukWLFi2IiorCxcWF0NBQ/Pz8+Omnn+jduzetWrVi5cqV5OXl4erqyttvv02jRo3IyckpsWKqEEIIIURdJwP1QsxmMz/88AMhISHqez///DNffvklHh4ejBo1isOHDxcpyNOnTx/69OkDwJQpU+jSpQsmk4mIiAg+/vhjPD09mT59Ov/617947rnnAKhfvz6ffvopcXFxREVFlSn7SoFffvmFzz//nNzcXPr27curr76qthMXF6eeo0BJlVALvjGIj48nOTmZsLAwvvrqKwC1KqmjoyMhISE8+eSTuLm5cf78eZYuXcr8+fOZMmUKX331FUajkenTpzN79my6dOnCu+++y3vvvcesWbMAyMzMVNM0/v7772zduhWNRsO///1vPvroIyIiIvjggw9KrJhaOJf7vWxOTud3U16Z97/f6JN1aqGe8vJ1d6aLh4uNIxJCCCGELchAnT/TNqampvLII48QEBCgbnv00Uf529/+BkD79u1JTU0tsXLm6tWrcXBwYPTo0Zw6dYpmzZrh6ekJQHBwMBs3blQH0QXrvQcPHsyCBQvKFWvXrl2pX195YtjZ2ZnevXsDSnXPwt8EFCipEurhw4cZM2YMAA8//DAPPfQQZ8+eBeCJJ55QCzD17duXw4cP8/TTT9OsWTO1SuojjzxCamoqWVlZZGVl0aVLF/U6p0yZop570KBB6s/p6elMnTqVq1evkpubS7NmSlaN0iqmPvzww2XuEzu9Fr1FV+b970d6ffmv/0LmLfRZOQx+pPZmOLlThUuEJ9f+EuFQ++O3FekHhfSDosKfD/Vq/+dDbY7dlmpTP8hAnT/XqGdlZTFhwgQ2btzI2LFjAdTlKqBU1iyovlnYDz/8wK5du9SZ6opmvNTpdGobubm5RbYVjker1aLX69WfS4qtpEqod4uvtCqnd/bDndVRS1K44un8+fN57rnn6NOnD4mJibz33nvqtpIqppZHSAsPSc/4F1JNrT51kbw8832TrssmJcLzaneJcJAUbAWkHxTSDwqbfD7k1u7PB7kXFJKesRZzdnbmjTfeYM2aNeTllW0pRWpqKnPnzuWf//wnDg4OALRu3ZrU1FTOnz8PwLZt2+jcubN6zM6dOwHYsWMHfn5+xdps2rQpJ06cAJSqoxVRUiXUzp07Ex8fD8DZs2dJS0tTB8rff/89v/32G7dv32bPnj08/njp+WKdnZ1p0KABhw4dKvE6C8vKyqJx48YARbLb/NWKqUIIIYQQ9zuZUb9Dhw4daN++PV9++SVNmjS55/6ff/45v/32m/rQpYeHB6tXr2bBggVMmTJFfZh01KhR6jG5ubkMHz4ci8XC0qVLi7X5/PPP88orr/DFF1/QtWvXCl1PSZVQW7duzZw5czAYDOh0OhYsWKDOmHfq1Inp06dz/vx5DAYDPj4+XLx4sdT2o6Oj1YdJmzdvXupSnpdeeokpU6bQuHFjfH191Tb/asVUIYQQQoj7nVQmFarY2FhOnDjBm2++Wd2hlItUJv3rS1/Sckw0cbIvtq02PmQqlUkV8vW2QvpBIf2gkMqkci8UkKUvQohaLS3HxLEM+TAXQgghqpssfRGqoUOHMnTo0OoOQ1ShJk72xWaPC2aVhRBCCFG9atSMure3N0ajkaCgIIKDg/npp5/+UjubNm1SH1iMiIhQH8gMDQ3l+PHjNou3sr3wwgtq7vOCh04vX77M5MmTqzOscnn33XfZv39/dYchhBBCCFHr1KgZ9YI0iQDffvstS5cuVQvmlEfhBzdrs9WrVxd7r3Hjxmol1KpmNpvR6cqXr7twXnUhhBBCCFF2NWpGvbDs7GwaNGgAwM2bNxk3bhzBwcEYDAb27Nmj7hcXF4fBYCAoKIjXXnsNgOXLlxMTE3PX9gunRdy1axcRERGAkjoxMDCQoKAgRo8eXey4xMRExowZw5QpU+jfvz9vv/02X3zxBSEhIRgMBlJSUgDYu3cvw4cPZ8iQITz33HNcu3YNgIMHD2I0GjEajQwZMoTs7GyuXLnC6NGjMRqNBAYGqukOe/fuTUZGRpHzX7x4US2YZDKZeP311zEYDAwZMoQDBw6o+zz77LMEBwcX+WYiMTGR0NBQJk+ezIABA5g2bZqaFvGHH35gyJAhGAwGXn/9dTV/e+/evXnvvfcYNWoUu3btIiUlhbCwMIYOHcqzzz5LcnIyAJMmTVK/xdi8eTPTpk0Din6jUfh6jh8/TmhoaKl9IoQQQghR19WoGfWCCqEmk4mrV6+ybt06AOzt7Xn//fepX78+GRkZjBw5kj59+nDmzBlWrlzJpk2bcHd357fffqtwDCtWrCAmJobGjRury07udOrUKXbs2IGrqyt9+vRh+PDhfPrpp6xbt47169cza9YsOnXqxNatW9FoNPz73//mo48+IiIigjVr1vDmm2/SqVMnbt68ib29PVu3bqVHjx5MmjQJs9nMrVu3yhRrQYGl+Ph4kpOTCQsL46uvvqJhw4asXbsWe3t7zp07x//+7/8SGxsLKHnKv/zySzw8PBg1ahSHDx/Gx8eHiIgIPv74Yzw9PZk+fTr/+te/1Eqq9vb2bNq0CYBx48Yxb948WrVqxbFjx5g3bx6ffPIJ//jHqdm/2QAAIABJREFUPxg1ahTNmjVj7dq1bNmypcx9XlKflMfm5HR+N5Ut7/39SJ+sUwv1lEdpGV+EEEIIUTPUqIF64aUvR44cYcaMGWzfvh2r1crSpUv58ccf0Wq1XL58mWvXrnHgwAEGDBiAu7s7AK6urhWOwc/Pj4iICAYOHEjfvn1L3MfHxwcPDw8AWrRoQUBAAABt27YlMTERgPT0dKZOncrVq1fJzc2lWTPlgb3HH3+chQsXYjAY6NevHw888AA+Pj7MnDmT/Px8nn76aby9vcsU6+HDhxkzZgwADz/8MA899BBnz56ladOmREZGcurUKbRaLefOnVOPefTRR/nb3/4GQPv27UlNTaV+/fo0a9YMT09PAIKDg9m4caM6UB80aBCgfLNx5MiRIstZCmbeGzVqxOTJkxk7dizvvfdeuf5blNQn5WGn16K3lG9Jzv1Gry//9bdwcaLrQ+7FSinrk2tvmewKlwivxddeWG2P31akHxTSD4oKfz7Uq/2fD7U5dluqTf1Qowbqhfn5+XHjxg0yMjJISEggIyOD2NhY9Ho9vXv3xmQyYasU8CaTSf05MjKSY8eOsW/fPoYMGUJcXBxubm5F9i8oDgSg1WrV11qtFrNZmdmcP38+zz33HH369CExMZH33nsPgPHjx/Pkk0+SkJDAiBEjWLt2LZ07d2bDhg0kJCQwffp0wsLCGDJkyD3jLu36P/74Yxo1asS2bduwWCw8+uijJcau0+kwm8337EdHR0f1fA0aNFD/mLrT6dOncXV15cqVKyVu1+l06rkK93lJffLwww/fNabCQlp4SB71CuSEvfPYvDwzaTkmor5NKndb1Zl/3SYlwvNqd4lwkFzJBaQfFNIPCpt8PuTW7s8HuRcUkkfdRpKTkzGbzbi6upKVlUXDhg3R6/UcOHCA1NRUALp3786uXbu4ceMGQLmWvjRq1Ijk5GQsFkuRNe8pKSn4+voyZcoU3NzcSE9P/0vxZ2Vl0bhxYwB17XZB++3atWP8+PF07NiRs2fPkpqaSsOGDRkxYgTDhg3j5MmTZTpH586diY+PB+Ds2bOkpaXRunVrsrKyePDBB9FqtWzbtk3946E0rVu3JjU1lfPnzwOwbds2OnfuXGy/gpn3nTt3AsrA/dSpUwD897//5T//+Q+ff/45a9as4cKFC8WOb9q0KSdOnADg//7v/+7aJ6L2kfzrQgghhG3VqBn1gjXqoAwCo6Oj0el0GAwGJk2axNChQ/H29qZ169YAeHl5MXHiREJDQ9FqtXTo0IGFCxeW6VzTpk1jwoQJNGnSBC8vL3JycgBYtGgR58+fx2q10q1bN9q3b/+XruWll15iypQpNG7cGF9fXy5eVHJTr1u3jsTERLRaLW3atKFnz558+eWXxMTEYGdnh5OTE9HR0WU6x7PPPsucOXMwGAzodDoWLFhAvXr1ePbZZ3n55ZfZtWsXXbt2xcnJ6a7t2Nvbs2DBAqZMmYLZbKZjx46lZs5ZvHgxc+fOZeXKleTn5zNo0CBat27NG2+8wYIFC2jcuDEzZsxg5syZfPLJJ8X6ZNasWXz44Yf4+vqq75fUJ6J6lZRf/V4k/7oQQghhWxqrrdaPCFFNrl/PlqUvNvwar2DA/VcH6uU9zlZs0Q/VfQ22IF9vK6QfFNIPClv0Q/RGJYPajNGP2yKkKif3gkKWvgghhBBCCCEqTAbqQgghhBBC1EAyUBdV4vbt24wZM4bU1FSGDh2K0Whk8ODBan52gKlTpxZJJSmEEEIIUZfJQF1Uic8++4y+ffvy4IMPsnnzZrZt28bWrVtZvXo1ly9fBmDUqFF89NFH1RypEEIIIUTNUKOyvoj7V3x8PG+//XaRPO65ublYLBb1tb+/PxEREeTn52NnV/Zb836sTKrRgPKYt/WP1xpKe+z7r1YmLY1ULBVCCCFqBhmoi0qXm5vLhQsX1OqsaWlpjB8/npSUFKZPn67mm9dqtbRs2ZJTp07RsWPHMrd/v1UmtVqt3Lp1C3O+GYvVgkajQafT4eDggE5X8nX+lcqkpSmtYum91ISqnlKZVFHb47cV6QeF9INCKpPW7thtqTb1gwzURaW7ceMGzs5//lI0adKE+Ph4Ll++zIsvvkj//v1p1KgRAO7u7qVWNi3N/ViZVKfToNFo1Jl0q9WKxWIpcVa9slJNlbfN6q7qKZVJFZKCTSH9oJB+UEhlUrkXCkh6RiHu4ODgQG5ubrH3GzdujJeXF4cOHVLfy83NxcHBoSrDq5HMZiv5+Rby8szk55sxm0sepAshhBDi/iUDdVHpXFxcMJvNmEwm0tPTuX37NgC///47P/30E56enuq+586do02bNtUVqhBCCCFEjSFLX0SVCAgI4PDhw1itVhYuXPjHkg4rzz//PO3atQPg2rVr2Nvb4+HhUc3RCiGEEEJUPxmoiyoxZswY1q5dy+LFi4mPjy9xn+3btzNy5MgqjkwIIYQQomaSpS+iSnTo0IGuXbtiNpeeRtDZ2Zng4OAqjEoIIYQQouaSGXVRZUJCQu66fdiwYVUUiRClS8sxsfrUxTLv7+vuTBcPl0qMSAghRF0lM+qiSty+fZsxY8Zw4sQJRo4cyeDBgzEYDOzYsUPdZ+rUqZw7d676ghSinNJyTBzLkHRnQgghKofMqIsq8dlnn9G3b18eeOABoqOjadWqFZcvX2bYsGH06NGDBg0aMGrUKD766CPmz59f3eGKv6i8s9FlUdUz1k2c7HmhfbMy7WvraxVCCCEKk4G6qBLx8fG8/fbbanVSUPKou7u7k5GRQYMGDfD39yciIoL8/Hzs7Mp+a25OTud3U15lhF0r6JN1aqGe0tTW5RlpOSaAWhm7EEIIUVEyUBeVLjc3lwsXLhQZpAP897//JS8vjxYtWgCg1Wpp2bIlp06domPHjmVu306vRW/R2TTm2kavL/36L2TeQp+Vw+BHyjZL/JdjSNbRwsWJ17q1tVmbiw+cBspe7rnCJcKTy1civLz7V5WaFk91kX5QSD8oKvz5UK9m/r6XR22O3ZZqUz/IQF1Uuhs3buDsXPSX4sqVK7z22mtER0ej1f75qIS7uztXrlwpV/shLTywWOpu2c57lUNefeoieXnmSi+ZXDCrb8vzlKdNm5QIL+c1VMY1V5SUCVdIPyikHxQ2+XzIrXm/7+Uh94KiOvtBq9XQsGH98h1TSbEIoXJwcCA3N1d9nZ2dzYQJE3jllVd47LHHiuybm5uLg4NDVYcohBBCCFHjyIy6qHQuLi6YzWZMJhMajYYXX3wRo9HIwIEDi+177tw52rRpUw1RCiGEEELULDJQF1UiICCAw4cPc/XqVQ4dOsRvv/3G559/DsDChQvx9vbm2rVr2Nvb4+HhUc3R3n9KysZSWx8wFUIIIeoKGaiLKjFmzBjWrl3L4sWLMRqNJe6zfft2Ro4cWcWR1U2STUUIIYSo+WSgLqpEhw4d6Nq1K2azGZ2u5Awlzs7OpQ7iRcXcmRtc8n8LIYQQNZ88TCpspqD6aGpqKkOHDsVoNDJ48GA2bdoEQEhICLNnzyYoKAiDwcDkyZO5efMmAN988w2pqanlyp8uhBBCCHE/k4G6sJmC6qMPPvggmzdvZtu2bWzdupXVq1dz+fJlAGbOnMkXX3xBfHw8TZo0YePGjQA89dRT7N27l1u3blXnJQghhBBC1BgyUBc2Ex8fT58+fahXrx716tUDlHSLFotF3ad+fSV/qNVq5fbt2+r7Go2GLl268M0335T7vFqtFjs75Z9Op/yzs9Op79nZ6dDrddjbK//q1dOh1Sr76fXKNp1Og0ajQafToNVq0Gq1aLXKexoNf7yvRaPRqPEWbC/Nn/uU+5LQaPjj3H/teCGEEELUfrLOQNjEndVH09LSGD9+PCkpKUyfPp3GjRur+77++uskJCTw8MMPExERob7fsWNHDh8+zKBBg8p17jXHz3DjlumPgbYOq9WKVqNBo9WSn5+P1fpnMaTCxZW0Wi15eXnKgFqjRavTYrVYyDeb/xhka9HpdFgsFiwWC1aLVXlfpwzYLRbLH/vpsLPTq+1arRby8/P+KMJkVffR2+kpS1kmszkfs9mM1WoBNGg1Guz0dmg0Ja/t1yfr1MI7JUnLMdHEyb4MZxZCCCFETSIDdWETd1YfbdKkCfHx8Vy+fJkXX3yR/v3706hRIwAWLFiA2WzmH//4Bzt27GDYsGEANGzYsNxVSQHs9Hbo85VZe61GgxXUme4iD65arWi0WrBa4Y/Zajs7O2XWGtDqdFi1WjR/zJwXDNa1Gg1WrVZtV/vHtoJBt06nK3Ieq1WLVgOWP/5AKGi7tIdo76TTaTDn/9m+RqPBTqdTYi+FXl962y1cnOj6kHuRksn6ZNuXwq4JbVa4RHg5z1cZ12wLNS2e6iL9oJB+UFT486Fezfx9L4/aHLst1aZ+kIG6sIk7q48WaNy4MV5eXhw6dIgBAwao7+t0OgYNGkRMTIw6UDeZTNjbl3/md0zbFn/MXtdNZS2HXHifghl4W5ZRru42bVIivJzXUBnXXFFSJlwh/aCQflDY5PMht+b9vpeH3AuK6uwHrVZDw4b1y3dMJcUi6pjC1UfT09PV9ee///47P/30E56enlitVs6fPw8oa9S/+eYbWrdurbZx7tw52rZtWy3xCyGEEELUNDKjLmymoPqo1Wpl4cKFyvIQq5Xnn3+edu3aYbFYmDFjBjdv3sRqtdKuXTvmzZunHp+YmMj//u//VuMVCCGEEELUHDJQFzZTuPpofHx8se1arZbNmzeXeOy1a9e4ffs27dq1q+wwxR/Sckw2LXwkD60KIYQQtiVLX4TNFK4+Wl6XLl0qkgFG1D5NnOzxda89D+gIIYQQNZ3MqAubCgkJ+UvHPfroozaORNxLEyd7XmjfrLrDEEIIIUQpZEZdVInbt28zZswYdbY9Ozub//mf/yEyMlLdZ+rUqZw7d66aIhRCCCGEqFlkoC6qxGeffUbfvn3VXOL//Oc/6dKlS5F9Ro0axUcffVQd4QkhhBBC1DgyUBdVIj4+nj59+gBw4sQJrl+/TkBAQJF9/P392b9/P/n5+dURYoVotRrs7LTo9Tr0eh12dlq16BKARsMd23XodJq7tCiEEEKIuk7WqItKl5uby4ULF2jWrBkWi4Xo6GgWLVrEDz/8UGQ/rVZLy5YtOXXqFB07dixz+5uT0/ndlGfrsMtMA+Tl5ZKbl4fVYoE/Kpra29uj1SrfIFitFkwmE2azGavVilarxc7ODnt7e6wVrNWkT9aphXcK+Lo708XDpWINCyGEEKJayUBdVLobN27g7KxkA/nXv/5Fz549adKkSYn7uru7c+XKlXK1b6fXorfoKhxnRdjpHXG0OmC1WkGjKTKbrtBRr55e2V7qPn+dXv/n9V/IvIU+K4fBj5T+oKg+uXaUwi5vnBUuEV7O89XUfqxp8VQX6QeF9IOiwp8P9Wrm73t51ObYbak29YMM1EWlc3BwIDc3F4AjR45w+PBhNm3axM2bN8nLy8PJyYlXX30VUGbfHRwcytV+SAsPLJYKTkvXYneWQ1596iJ5eea7lkgumIGv6eWkyxOnTUqEl7NfamI/SplwhfSDQvpBYZPPh9ya9/teHnIvKKqzH7RaDQ0b1i/XMTJQF5XOxcUFs9mMyWRiyZIl6vuxsbGcOHFCHaQDnDt3jjZt2lRHmEIIIYQQNYo8TCqqREBAAIcPH77rPteuXcPe3h4PD48qikoIIYQQouaSGXVRJcaMGcPatWt54okn1PeGDh3K0KFD1dfbt29n5MiR1RHefSctx8TqUxfvur2Jk30VRiSEEEKI8pKBuqgSHTp0oGvXrpjNZjWX+p2cnZ0xGo1VHFnd1MTJHl/32vEwzZ1/dEhGGyGEEHWFDNRFlQkJCbnr9mHDhlVRJPe/Jk72vNC+9KwvtVVajglABupCCCHqBFmjLqrE7du3GTNmDCdOnGDkyJEMHjwYg8HAjh071H2mTp3KuXPnqi9IUSMV/NHxQvtmslxHCCFEnSIDdVElPvvsM/r27csDDzxAdHQ0X375JR999BFRUVFkZmYCMGrUKD766KNqjlQIIYQQomaQpS+iSsTHx/P222/TrNmfyzEaN26Mu7s7GRkZNGjQAH9/fyIiIsjPz8fOruy3ZnVXJq1ud1YmlQdFhRBCiPuDDNRFpcvNzeXChQtFBukA//3vf8nLy6NFixYAaLVaWrZsyalTp+jYsWOZ268JlUmrW+HKpC1cnOj6kHutqrxWmjsrf96rEqhUJlXUtHiqi/SDQvpBIZVJa3fstlSb+kEG6qLS3bhxA2fnor8UV65c4bXXXiM6Ohqt9s8VWO7u7ly5cqVc7Utl0pKrrN0PFejurPx5t0qgUplUIdUHFdIPCukHhVQmlXuhQG2rTCpr1EWlc3BwIDc3V32dnZ3NhAkTeOWVV3jssceK7Jubm4uDg0NVhyiEEEIIUePIjLqodC4uLpjNZkwmExqNhhdffBGj0cjAgQOL7Xvu3DnatGlTDVEKIYQQQtQsMlAXVSIgIIDDhw9z9epVDh06xG+//cbnn38OwMKFC/H29ubatWvY29vj4eFRzdEKIYQQQlQ/GaiLKjFmzBjWrl3L4sWLS60+un37dkaOHFnFkQkhhBBC1EyyRl1UiQ4dOtC1a1fMZnOp+zg7OxMcHFyFUQkhhBBC1Fw1cqC+cuVKtXKl0Wjk2LFjAHz88cfcunXLZudJTEzkp59+sll7NdWePXs4c+aM+vrdd99l//79APTu3ZuMjIxix2zatIm4uLi7thsbG8vly5fV17NmzSpynjuFhISg05WeRnHYsGHlyp8uhBBCCHE/q3GjoiNHjrBv3z4+//xz6tWrR0ZGBnl5SjGbTz75hKCgIBwdHYsdZzab7zoILMnBgwdxcnLi8ccft0nsNdWePXt46qmn1Ic0p0yZcs9jRo0adc99Pv/8c7y8vGjcuDEAb731VsUCFUIIIYQQqho3UL969Spubm7Uq1cPUPJqgzJIv3LlCuPGjcPV1ZX169fj5+fHc889x3fffceMGTNwcHBg4cKF5OTk4ObmxoIFC/Dw8CA0NJT27dtz/PhxsrOziYqKwt3dnc2bN6PVavniiy+YPXs2TZo0YebMmWRkZODu7s6CBQt46KGHiIiIwN7enl9//ZVLly6xYMECPv/8c44ePYqvry8LFy7k3//+N7/88gszZ84EYOvWrSQnJ/P6668TFxdHTEwMGo2Gdu3asXjxYjIyMpgzZw6XLl0CYObMmXTq1ImDBw+qA16NRsOGDRuoX79ozs3w8HDS09MxmUyMHTtWXdft5+fH2LFj+eabb3BwcGDFihWkpKSwd+9eDh48yMqVK1m+fDkrVqzgqaeeYsCAAQDExMSQmJgIwJIlS2jZsiXLly/HycmJsLAwkpKSmDNnDrdu3aJFixZERUXxww8/cOLECV599VUcHBzYsmULL7zwAtOnT8fHx4f//Oc/vPPOO5jNZtzc3Fi3bl2RNgECAwP54IMPcHd355VXXiE9PR2LxUJ4eDiDBg2qzNtMCCGEEKLGq3ED9YCAAN5//3369+9P9+7dGTRoEF26dGHs2LF8/PHHrFu3Th285+Tk4OXlxZQpU8jLyyM0NJQVK1bg7u7Ojh07eOedd1iwYAEAt27dYvPmzfz444/MnDmT7du388wzzxQZOE6cOJEhQ4YQHBzMp59+yvz581mxYgUAmZmZfPLJJ3z99ddMnDiRTZs24eXlRUhICElJSQwePJigoCBee+019Ho9sbGxzJs3j19++YWVK1eyadMm3N3d+e233wBl9nncuHH4+/tz6dIlwsLC2LlzJ2vWrOHNN9+kU6dO3Lx5E3v74qXgo6KicHV15fbt24SEhNCvXz/c3NzIycnB19eXqVOnsmjRIrZu3Up4eDi9e/cuMjC/U/369fn000+Ji4sjKiqKDz/8sMj26dOnM3v2bLp06cK7777Le++9x6xZs9i4caM6MC8sIyOD2bNns2HDBpo3b65ec2m+/fZbPDw8WLVqFQBZWeUrRLA5OZ3fTXnlOuZ+ok/WqYV3SuLr7kwXD5cqjEgIIYQQtlDjBuoPPPAAsbGxHDp0iMTERKZOncq0adMYOnRosX11Oh39+/cH4OzZs5w+fZq///3vAFgsFh588EF138GDBwPQuXNnsrOzyczMLNbekSNHWL58OQBGo5HFixer23r16qXOiDdq1Ih27doB0KZNG1JTU/H29qZbt27s27eP1q1bk5eXR7t27Vi/fj0DBgxQ/7hwdXUFYP/+/UXWc2dnZ5Odnc3jjz/OwoULMRgM9OvXjwceeKBYnOvXr2f37t0ApKWlcf78edzc3NDr9fTq1QuAjh078v3335epzwMDA9U+KvjDpkBWVhZZWVl06dIFgODg4HsunTl69Cj+/v40b968yDWXpm3btkRHR7N48WJ69eqFv79/meIuYKfXoreUb9nT/UavL/n6L2TeQp+Vw+BHmlVxRLahTy5asvvO13eqcInwe7Rf0f2rSk2Lp7pIPyikHxQV/nyoVzN/38ujNsduS7WpH2rcQB2UAXjXrl3p2rUrbdu2JS4ursSBur29vbou3Wq14uXlxZYtW0psU6PR3PX1vY4pWIqj0WjUnwG0Wi35+fkADB8+nA8++IDWrVur8VqtJZe2t1gsbNmypVgVzvHjx/Pkk0+SkJDAiBEjWLt2LQ8//LC6PTExkf3797NlyxYcHR0JDQ3FZDIBoNfr1Zi1Wu1dM6xUJqvVWmL/6nQ6LBaL+rogbk9PT2JjY0lISGDJkiUEBATw0ksvlfl8IS08sFhK7ue64G7lkFefukhenrnWlo0u+KagIP47XxdmkxLhd2nfFvtXBSkTrpB+UEg/KGzy+ZBb837fy0PuBUV19oNWq6Fhw/r33rHwMZUUy1/266+/cu7cOfV1UlISDz30EKDMtt+8ebPE4zw9PcnIyODIkSMA5OXl8csvv6jbd+zYAcChQ4dwdnbG2dm5WHt+fn58+eWXAMTHx9OpU6dyxe7r60t6ejrbt29XZ6m7d+/Orl27uHHjBoC6DKRHjx5s2LChyHUCpKSk0K5dO8aPH0/Hjh05e/ZskXNkZWXh4uKCo6MjycnJHD169J5x3a3fAHbu3AkofeTn51dkm7OzMw0aNODQoUMAbNu2jc6dO9+1XT8/P3788UcuXLhQ5JqbNm3Kzz//DMDJkye5ePEiAJcvX8bR0RGj0UhYWJi6jxBCCCFEXVbjZtRzcnKYP38+mZmZ6HQ6WrZsSWRkJAAjRozghRde4MEHH2T9+vVFjqtXrx7Lli1j/vz5ZGVlYTabGTduHF5eXoBSxv6ZZ55RHyYFZTnL5MmT+frrr5k9ezZvvPEGM2fOJCYmRn2YtLwGDhxIUlISLi7KmmAvLy8mTpxIaGgoWq2WDh06sHDhQmbNmkVkZCQGgwGz2Yy/vz+RkZGsW7eOxMREtFotbdq0oWfPnkXa79mzJ5s3b8ZgMODp6cljjz12z5gGDRrE7NmzWb9+PcuWLSu2PTc3l+HDh2OxWFi6dGmx7dHR0erDpM2bN1f7JTg4mDlz5qgPkxZwd3cnMjKSl19+GYvFQsOGDVm7di39+/dn27ZtGI1GfHx8aNWqFQCnT59m0aJFaLVa7OzsmDt3blm7WwghhBDivqWxlrY24z4SGhpa4kOPlWHChAk899xzdO/evdLPJRTXr2fL0pe7LH1JyzHRxKn4Q8nlUV0PpK4+pXzr8kL7ZiW+LswWX2ferX1b7F8V5OtthfSDQvpBYYt+iN6o1F2ZMbp2pnSWe0EhS1/qqMzMTPr374+9vb0M0sV9JS3HxLEM+XAXQgghqlqNW/pSGe5cJlMZGjRowFdffVXp5xGivJo42Vdoxrdg1lgIIYQQVatOzah7e3tjNBoJCgoiODiYn3766S+1s2nTJuLi4gCIiIhg165dgLLE5vjx4zaLtywKn7+wpKQkEhISqjQWIYQQQghhO3ViRr2Ag4MD27ZtA5QiO0uXLi2SeaWsRo0aZevQbC4pKYkTJ07w5JNPlvmY/Px87Oz+vCXMZrOa/lIIIYQQQlStOjWjXlh2djYNGjQA4ObNm4wbN47g4GAMBgN79uxR94uLi8NgMKhVRwGWL19OTEzMXdsvnOZw165dREREAEoqxMDAQIKCghg9enSx465cucLo0aMxGo0EBgaqaRFLaw+U4knPPvss/fv355tvviE3N5dly5axY8cOjEYjO3bsICcnh9dff51hw4YxZMgQ9RpjY2OZPHkyEydO5PnnnycxMZHQ0FCmTZuGwWAAIDw8nKFDhzJ48OAi2V38/Px45513CAoKYsSIEVy7dg1QKpO+/PLLDBs2jGHDhnH48OES+y0wMJCLFy+Sk5PD+PHjCQoKIjAwUE2lKYQQQghRl9WpGfXbt29jNBoxmUxcvXqVdevWAUrhpPfff5/69euTkZHByJEj6dOnD2fOnGHlypVs2rQJd3d3NR94RaxYsYKYmBgaN25cYnXU7du306NHDyZNmoTZbObWrVv3bDM1NZUNGzaQkpLC2LFj2b17N5MnT+bEiRO8+eabACxdupRu3bqxYMECMjMzGT58OE888QSgVBL94osvcHV1JTExkePHjxMfH69WFo2KisLV1ZXbt28TEhJCv379cHNzIycnB19fX6ZOncqiRYvYunUr4eHhvPXWW4wbNw5/f38uXbpEWFiYmqu9JN9++y0eHh6sWrUKUHLFl8fm5HR+N+WV65j7iT5ZpxbeuZMtMr4IIYQQonrUqYF64aUvR44cYcaMGWzfvh2r1crSpUv58ccf0Wq1XL58mWvXrnHgwAEGDBiAu7s7AK6urhWOwc/Pj4iICAYOHEjfvn2Lbffx8WHmzJnk5+fz9NNP4+3tfc82Bw4ciFarpVWrVjRv3pxff/212D7fffcde/fuZc2aNYBSFTTfh1JsAAAgAElEQVQtLQ2AgICAItfm4+OjDtJBeRh39+7dAKSlpXH+/Hnc3NzQ6/X06tULgI4dO/L9998Dygz/mTNn1OOzs7PJzs4uNf62bdsSHR3N4sWL6dWrF/7+/ve85sLs9Fr0lrq9REevL/n6W7g40fUh9wqVS9YnV1/Z7DvPfa9YKlwivJzXWp19czc1LZ7qIv2gkH5QVPjzoV7N/H0vj9ocuy3Vpn6oUwP1wvz8/Lhx4wYZGRkkJCSQkZFBbGwser2e3r17YzKZsFWKeZPJpP4cGRnJsWPH2LdvH0OGDCEuLg43Nzd1e+fOndmwYQMJCQlMnz6dsLAwhgwZUmp7ABqN5q6vCyxbtozWrVsXee/YsWM4OjoWec/JyUn9OTExkf3797NlyxYcHR0JDQ1Vz6/X69VzabVazGZlVtdisbBlyxYcHByKtKvT6bBYLMWuw9PTk9jYWBISEliyZAkBAQG89NJLJV5DSUJaeEge9XvkhK1Izti8PDNpOSaivk36y238VQXfCBTEX/DNQUnXY5MS4Xdp3xb7VwXJlayQflBIPyhs8vmQW/N+38tD7gWF5FGvJZKTkzGbzbi6upKVlUXDhg3R6/UcOHCA1NRUALp3786uXbu4ceMGQLmWvjRq1Ijk5GQsFkuRNe8pKSn4+voyZcoU3NzcSE9PL3JcamoqDRs2ZMSIEQwbNoyTJ0/etT1Q1qxbLBZSUlK4cOECnp6ePPDAA9y8eVPdp0ePHmzYsEH94+Pnn38u03VkZWXh4uKCo6MjycnJHD169J7HFJyrQFKSMsBr2rSpet6TJ09y8aKS9u/y5cs4OjpiNBoJCwsrc2zi/tfEyR5f99oz8yGEEELYUp2aUS9Yow5gtVqJjo5Gp9NhMBiYNGkSQ4cOxdvbW5119vLyYuLEiYSGhqLVaunQoQMLFy4s07mmTZvGhAkTaNKkCV5eXuTk5ACwaNEizp8/j9VqpVu3brRv377IcQcPHiQmJgY7OzucnJyIjo6+a3ugzEiPGTOG69evM2/ePOzt7enatSurVq3CaDQyYcIEwsPDiYqKIigoCKvVStOmTfnwww/veR09e/Zk8+bNGAwGPD09eeyxx+55zKxZs4iMjMRgMGA2m/H39ycyMpL+/fuzbds2jEYjPj4+tGrVCoDTp0+zaNEitFotdnZ2zJ07t0x9LKpORXOxCyGEEKL8NFZbre8Qoppcv54tS18q8Wu8goJHNWGgfrdYbNEP5b3WmtQ3BeTrbYX0g0L6QWGLfojeqNRemTH6cVuEVOXkXlDI0hchhBBCCCFEhdWpgbpUJhVCCCGEELVFnVqjLpVJ704qkwohhBBC1Bx1aka9MKlMKpVJhRBCCCFqsjo1oy6VSaUy6f3obpVJbUGqmwohhBDVo04N1KUyqVQmvV+VVpnUFmxR3dRWpDJp2dS0eKqL9INC+kEhlUlrd+y2VJv6oU4N1AuTyqQKqUxa+1VVqqmakNZLKpPem6RgU0g/KKQfFFKZVO6FApKesZaQyqRSmVQIIYT4/+zde1iUdf74/ycDIwdFYFT8qKlhIupHl1A8rV2mtomKMGAeS8DWPMSW5tdSxEhjlYOkrpJoB1QEP4C5HNTUNi0ts0ALzQovDQ94wkPjLiAKOMPvj/lxrwQIJoODvh7XtdfFMPf9vl/3a2/sPfe879dLCHP2WN1Rl86k0plUNH2XS0qVRkN3a4i1+rIeXwghhDmRzqSiyZPOpI/P15kfnbhQ62RarW6Yh2rdNfb0d3aodzwgnUnNkeTBSPJgJJ1J5Vqo1NSWvjxWd9SFEE1fOzvrGifG8h8hIYQQj5rHdo26EEIIIYQQ5kwm6kIIIYQQQpghWfoiGsXt27d55ZVXCAkJ4e9//zvFxcWoVCpeffVVRo8eDcDcuXOZM2eO8pCpEE1BbQ+3/t79rH0XQgghQO6oi0byz3/+k+eff57mzZsTHR3Np59+yscff0xERITSoXXy5Ml8/PHHDzlSIRre5ZJSjulk/bwQQoj7I3fURaPYsWMH7733Hk888d+HANu2bYtGo0Gn09GyZUs8PT0JCQnhzp07WFnV/9JMySvgP6Xlpgi7SVDnWdLT3k7u1j4ktT3cerf63HEXQgghfk8m6sLkysrKOH/+fJVJOsCPP/5IeXk5nTp1AozdTTt37syJEyfo1atXvce3UqtQGywbNOam5HzhLQC8/9d8SgSaijrv3i28G7stdF3x3O92DaUptcc2JcmDkeTB6EHzoG7WuH/HptCUY29ITSkPMlEXJnfjxg3s7av+UVy9epW33nqL6OhoVKr/rsDSaDRcvXr1vsYf18n5sa6jvinvMuXl+seiNGFlnfSazvVhlGe8Vzx/ZLuGIGUqjSQPRpIHo4bIQ3lZ4/0dm4JcC0ZNrY66rFEXJmdjY0NZWZnyuri4mJkzZ/LGG29U63RaVlaGjY1NY4cohBBCCGF25I66MDkHBwf0ej2lpaVYWFjwt7/9Da1Wy6hRo6pte/bsWbp27foQohRCCCGEMC8yUReNYvDgwXz//fdcu3aNI0eO8O9//5v09HQAoqKi6NGjB9evX8fa2hpnZ+eHHG3TU98Sgfci5QOFEEII8yITddEopkyZwsaNG4mJiUGr1da4zc6dO5k4cWIjRybAONEHZKIuhBBCmBGZqItG0bNnTwYMGIBer8fSsuYKLfb29rVO4sW91adE4L1I+UAhhBDC/MjDpKJR3L59m4yMDHJzc5k4cSLe3t74+Piwa9cuZZuDBw9y4YJMGIUQQgghQCbqopFIZ1IhhBBCiPsjE3XRKHbs2MFzzz2Hi4sLTz75JFC1MymAp6cnhw4d4s6dOw8xUiGEEEII8yBr1IXJmbozaUpeAf8pLW/QmJuSgltl/I9ts4cdhhBCCCEamEzUhcmZujOplVqF2lDzA6qPg45qWwa01zxQS+TGbnH/R9UVZ2PHX9+8NXZ+zf3/x8YieTCSPBg9aB7UzZrGv5P30pRjb0hNKQ8yURcmZ+rOpOM6OWMwVDRIrE1RZTvkB2mJXF6u53JJKRFf5z5wPKasx15eXnsL74fRFvpe8fyR7RqCtAk3kjwYSR6MGiIP5WWN93dsCnItGD3MPKhUFrRq1eK+9pGJujA56Uz6+JB67EIIIUTDkYm6aBTSmdT8PWgtdpB67EIIIURDkom6aBTSmVQIIYQQ4v5IeUbRKO7uTFobe3t7/P39GzEqIYQQQgjzJXfURaMZN27cPd9/4YUXGikSIYQQQgjzJ3fURaO4ffs2U6ZM4eLFi4wdOxatVou3tzfJycnKNnPnzuXs2bMPL0ghhBBCCDMiE3XRKP75z3/y/PPP06ZNG1JSUsjMzGTr1q189NFHXLlyBYDJkyfz8ccfP+RIhRBCCCHMgyx9EY1ix44dvPfeezRr9t8OmmVlZRgMBuW1p6cnISEh3LlzByur+l+a5taZ1MICDAYDFRXGny0sLAALkx1PnWep1On+oy6XlNLOzrqBIhJCCCFEQ5CJujC5srIyzp8/zxNPGEv/Xb58mRkzZpCfn8/8+fNp27YtACqVis6dO3PixAl69epV7/HNqTNpRUUFt2/fRq/XYzAYsLCwQKVSYWNjg6Wl6WJUqx9s7E4Odg/c3RRM34FTOpPWT1PqumdKkgcjyYORdCZt2rE3pKaUB5moC5O7ceMG9vb//aNo164dO3bs4MqVK/ztb3/Dy8uL1q1bA6DRaLh69ep9jW9unUlVKgssLCyw+P9vohsMFSaNryG7rD1w5756dDh9kM6l0pm0btJ90EjyYCR5MJLOpHItVGpqnUlljbowORsbG8rKyqr9vm3btri6unLkyBHld2VlZdjY2DRmeA3OYKhArzdw547xf+b0IeJhu1xSyjGd/IdCCCGEqA+5oy5MzsHBAb1eT2lpKTdu3MDR0REbGxv+85//8MMPPzB16lRl27Nnz9K1a9eHF6x4YPfqcCqdS4UQQoj6k4m6aBSDBw/m+++/p6KigqioKCwsLKioqOCvf/0rbm5uAFy/fh1ra2ucnZ0fcrRCCCGEEA+fTNRFo5gyZQobN24kJiaGHTt21LjNzp07mThxYiNHJoQQQghhnmSNumgUPXv2ZMCAAej1tZcRtLe3x9/fvxGjEkIIIYQwX2Y5UV+3bh3e3t74+Pig1Wo5duwYAJs2beLWrVsNdpysrCx++OGHBhvPXO3du5dff/1Veb169WoOHToEwPDhw9HpdNX2SU5OJiMj457jpqWlKc2KABYtWlTlOL83bty4e5YofOGFF+6rfroQQgghxKPM7GZFOTk57N+/n/T0dJo1a4ZOp6O83NjMZvPmzfj6+mJra1ttP71ef991qrOzs7Gzs6NPnz4NEru52rt3L0OHDlUe0pwzZ06d+0yePLnObdLT03F1dVXqoC9btuzBAhVCCCGEEAqzm6hfu3YNJycnpYOlRqMBjJP0q1evEhQUhKOjI4mJiXh4eDB16lQOHjzIggULsLGxISoqipKSEpycnIiMjMTZ2ZmAgAC6d+/O8ePHKS4uJiIiAo1GQ0pKCiqViu3btxMWFka7du0IDQ1Fp9Oh0WiIjIykffv2hISEYG1tzenTp7l06RKRkZGkp6dz9OhR3N3diYqK4pNPPuHUqVOEhoYCsHXrVvLy8li4cCEZGRnEx8djYWGBm5sbMTEx6HQ6Fi9ezKVLlwAIDQ2lb9++ZGdnKxNeCwsLkpKSaNGias3N4OBgCgoKKC0tJTAwUFnX7eHhQWBgIF9++SU2NjbExcWRn5/PF198QXZ2NuvWrSM2Npa4uDiGDh3KyJEjAYiPjycrKwuAFStW0LlzZ2JjY7Gzs2PatGnk5uayePFibt26RadOnYiIiODbb7/lp59+4s0338TGxobU1FSmT5/O/Pnz6d27N1999RWrVq1Cr9fj5OREQkJClTEBxowZw/r169FoNLzxxhsUFBRgMBgIDg5m9OjRprzMhBBCCCHMntlN1AcPHszatWvx8vJi0KBBjB49mv79+xMYGMimTZtISEhQJu8lJSW4uroyZ84cysvLCQgIIC4uDo1Gw65du1i1ahWRkZEA3Lp1i5SUFA4fPkxoaCg7d+5k0qRJVSaOs2bNws/PD39/f7Zt28bSpUuJi4sDoLCwkM2bN7Nv3z5mzZpFcnIyrq6ujBs3jtzcXLy9vfH19eWtt95CrVaTlpbGu+++y6lTp1i3bh3JycloNBr+/e9/A8a7z0FBQXh6enLp0iWmTZvG7t272bBhA++88w59+/bl5s2bWFtXb+seERGBo6Mjt2/fZty4cYwYMQInJydKSkpwd3dn7ty5LF++nK1btxIcHMzw4cOrTMx/r0WLFmzbto2MjAwiIiL44IMPqrw/f/58wsLC6N+/P6tXr+b9999n0aJFbNmyRZmY302n0xEWFkZSUhIdO3ZUzrk2X3/9Nc7Oznz44YcAFBXdX53tlLwC/lNafl/7PErUeZZKQ52H7XJJKe3sql+zQgghhLh/ZjdRb968OWlpaRw5coSsrCzmzp3LvHnzGDt2bLVtLS0t8fLyAuDMmTOcPHmSl19+GQCDwUCbNm2Ubb29vQHo168fxcXFFBYWVhsvJyeH2NhYALRaLTExMcp7w4YNU+6It27dWikp2LVrVy5evEiPHj0YOHAg+/fvp0uXLpSXl+Pm5kZiYiIjR45UPlw4OjoCcOjQoSrruYuLiykuLqZPnz5ERUXh4+PDiBEjaN68ebU4ExMT+fzzzwG4fPky586dw8nJCbVazbBhwwDo1asX33zzTb1yPmbMGCVHlR9sKhUVFVFUVET//v0B8Pf3r3PpzNGjR/H09KRjx45Vzrk23bp1Izo6mpiYGIYNG4anp2e94q5kpVahNtzfsqdHjVptHuffycGOAe01tbZnVudZcr6whE15l//Q+AW3yujY0rbW8Ru7LbQ6r34txeu7XUNpSu2xTUnyYCR5MHrQPKibNe7fsSk05dgbUlPKg9lN1ME4AR8wYAADBgygW7duZGRk1DhRt7a2VtalV1RU4OrqSmpqao1jWlT2c6/ldV37VC7FsbCwUH4GUKlU3LlzB4Dx48ezfv16unTposRbUVFzV0qDwUBqamq1LpwzZszg2Wef5cCBA0yYMIGNGzfy1FNPKe9nZWVx6NAhUlNTsbW1JSAggNLSUgDUarUSs0qlumeFFVOqqKioMb+WlpYYDAbldWXcLi4upKWlceDAAVasWMHgwYN57bXX6n28cZ2cH+vun+bYFrq2eMrL9VRU8Ie/Afgf22b0tLercfyHkYfK86jruPXdriGY4/XwMEgejCQPRg2Rh/Kyxvs7NgW5FoweZh5UKgtatWpR94Z3MbuJ+unTp1GpVDz55JMA5Obm0r59e8B4t/3mzZvK3em7ubi4oNPpyMnJwcPDg/Lycs6ePYurqysAu3btYuDAgRw5cgR7e3vs7e1p3rw5xcXFyhgeHh58+umn+Pn5sWPHDvr27Xtfsbu7u1NQUMAvv/zC9u3bARg0aBCvvfYaU6dOxcnJiX//+984OjryzDPPkJSUxCuvvKKcZ48ePcjPz8fNzQ03NzeOHj3KmTNnqkzUi4qKcHBwwNbWlry8PI4ePVpnXJV5q83u3buZMWMGu3btwsPDo8p79vb2tGzZkiNHjuDp6UlmZib9+vW757geHh6Eh4dz/vx5ZemLo6MjHTp0YP/+/QD8/PPPXLhg7FJ55coVHB0d0Wq1yjcq4tF1r86lQgghhPgvs5uol5SUsHTpUgoLC7G0tKRz586Eh4cDMGHCBKZPn06bNm1ITEyssl+zZs1Ys2YNS5cupaioCL1eT1BQkDJRd3BwYNKkScrDpGBczjJ79mz27dtHWFgYb7/9NqGhocTHxysPk96vUaNGkZubi4ODAwCurq7MmjWLgIAAVCoVPXv2JCoqikWLFhEeHo6Pjw96vR5PT0/Cw8NJSEggKysLlUpF165dGTJkSJXxhwwZQkpKCj4+Pri4uPD000/XGdPo0aMJCwsjMTGRNWvWVHu/rKyM8ePHYzAYWLlyZbX3o6OjlYdJO3bsqOTF39+fxYsXKw+TVtJoNISHh/P6669jMBho1aoVGzduxMvLi8zMTLRaLb1791Y+jJ08eZLly5ejUqmwsrJiyZIl9U23EEIIIcQjy6KitrUZj5CAgIAaH3o0hZkzZzJ16lQGDRpk8mMJo99+K5alL03k68yPThi/RTHFHfWHkYf6no8pz/v3mtL1YEqSByPJg1FD5CF6i7HvyoKXmmZJZ7kWjJra0hezbHjUFBUWFuLl5YW1tbVM0oUQQgghxAMzu6UvpvD7ZTKm0LJlSz777DOTH0cIIYQQQjweHqs76j169ECr1eLr64u/vz8//PDDHxonOTmZjIwMAEJCQtizZw9gXGJz/PjxBou3Pu4+/t1yc3M5cOBAo8YihBBCCCEazmNxR72SjY0NmZmZgLHJzsqVK0lKSrrvcSZPntzQoTW43NxcfvrpJ5599tl673Pnzh2srP57Sej1eqX8pRBCCCGEaFyP1R31uxUXF9OyZUsAbt68SVBQEP7+/vj4+LB3715lu4yMDHx8fJSuowCxsbHEx8ffc/y7yxzu2bOHkJAQwFgKccyYMfj6+vLSSy9V2+/q1au89NJLaLVaxowZw5EjR+45HhibJ7344ot4eXnx5ZdfUlZWxpo1a9i1axdarZZdu3ZRUlLCwoULeeGFF/Dz81POMS0tjdmzZzNr1iz++te/kpWVRUBAAPPmzcPHxweA4OBgxo4di7e3d5XqLh4eHqxatQpfX18mTJjA9evXAWNn0tdff50XXniBF154ge+//77GvI0ZM4YLFy5QUlLCjBkz8PX1ZcyYMezateueuRVCCCGEeBw8VnfUb9++jVarpbS0lGvXrpGQkAAYGyetXbuWFi1aoNPpmDhxIs899xy//vor69atIzk5GY1Gw7///e8HjiEuLo74+Hjatm1bY3fUnTt38swzz/Dqq6+i1+u5detWnWNevHiRpKQk8vPzCQwM5PPPP2f27Nn89NNPvPPOOwCsXLmSgQMHEhkZSWFhIePHj+fPf/4zYOwkun37dhwdHcnKyuL48ePs2LFD6SwaERGBo6Mjt2/fZty4cYwYMQInJydKSkpwd3dn7ty5LF++nK1btxIcHMyyZcsICgrC09OTS5cuMW3aNHbv3l1r/F9//TXOzs58+OGHgLFW/P1IySvgP6Xl97XPo0SdZ/mHGwg1tsslpbSzs37YYQghhBBNwmM1Ub976UtOTg4LFixg586dVFRUsHLlSg4fPoxKpeLKlStcv36d7777jpEjRyoNlhwdHR84Bg8PD0JCQhg1ahTPP/98tfd79+5NaGgod+7c4S9/+Qs9evSoc8xRo0YpTaI6duzI6dOnq21z8OBBvvjiCzZs2AAYu4Jevmxs4z548OAq59a7d29lkg7Gh3E///xzAC5fvsy5c+dwcnJCrVYzbNgwAHr16sU333wDGO/w//rrr8r+xcXFVRpL/V63bt2Ijo4mJiaGYcOG4enpWec5381KrUJteLyX6KjVTeP8OznYMaC9xmTtmxu7LbQ6r34txeu7XUNpSu2xTUnyYCR5MHrQPKibNe7fsSk05dgbUlPKw2M1Ub+bh4cHN27cQKfTceDAAXQ6HWlpaajVaoYPH05paSkNVWK+tLRU+Tk8PJxjx46xf/9+/Pz8yMjIwMnJSXm/X79+JCUlceDAAebPn8+0adPw8/OrdTwACwuLe76utGbNGrp06VLld8eOHcPW1rbK7+zs7JSfs7KyOHToEKmpqdja2hIQEKAcX61WK8dSqVTo9ca7ugaDgdTUVGxsbKqMa2lpicFgqHYeLi4upKWlceDAAVasWMHgwYN57bXXajyHmozr5Cx11JtYbVxTxPsw8lD5TUZdx63vdg2hKV4PpiB5MJI8GDVEHsrLGu/v2BTkWjCSOupNRF5eHnq9HkdHR4qKimjVqhVqtZrvvvuOixcvAjBo0CD27NnDjRs3AO5r6Uvr1q3Jy8vDYDBUWfOen5+Pu7s7c+bMwcnJiYKCgir7Xbx4kVatWjFhwgReeOEFfv7553uOB8Y16waDgfz8fM6fP4+LiwvNmzfn5s2byjbPPPMMSUlJyoePX375pV7nUVRUhIODA7a2tuTl5XH06NE696k8VqXc3FwAOnTooBz3559/5sIFYxOYK1euYGtri1arZdq0afWOTQghhBDiUfZY3VGvXKMOUFFRQXR0NJaWlvj4+PDqq68yduxYevToodx1dnV1ZdasWQQEBKBSqejZsydRUVH1Ota8efOYOXMm7dq1w9XVlZKSEgCWL1/OuXPnqKioYODAgXTv3r3KftnZ2cTHx2NlZYWdnR3R0dH3HA+Md6SnTJnCb7/9xrvvvou1tTUDBgzgww8/RKvVMnPmTIKDg4mIiMDX15eKigo6dOjABx98UOd5DBkyhJSUFHx8fHBxceHpp5+uc59FixYRHh6Oj48Per0eT09PwsPD8fLyIjMzE61WS+/evXnyyScBOHnyJMuXL0elUmFlZcWSJUvqlWMhhBBCiEeZRUVDre8Q4iH57bdiWfoiX2c+lDx8dML4rdD07k80yHYNQa4HI8mDkeTBqCHyEL3F2HtlwUt9GiKkRifXgpEsfRFCCCGEEEI8MJmoCyGEEEIIYYbMcqK+bt06vL298fHxQavVcuzYMQA2bdpUr7ri9ZWVlcUPP/zQYOOZq71791Ypl7h69WoOHToEwPDhw9HpdNX2SU5OJiMj457jpqWlceXKFeX1okWLqhxHCCGEEEL8cWb3MGlOTg779+8nPT2dZs2aodPpKC83NrPZvHkzvr6+1coJwh9rd5+dnY2dnR19+jTN9Wb1tXfvXoYOHUrXrl0BmDNnTp37TJ48uc5t0tPTcXV1pW3btgAsW7bswQIVQgghhBAKs5uoX7t2DScnJ5o1awagNBvavHkzV69eJSgoCEdHRxITE/Hw8GDq1KkcPHiQBQsWYGNjQ1RUFCUlJTg5OREZGYmzszMBAQF0796d48ePU1xcTEREBBqNhpSUFFQqFdu3bycsLIx27doRGhqKTqdDo9EQGRlJ+/btCQkJwdramtOnT3Pp0iUiIyNJT0/n6NGjuLu7ExUVxSeffMKpU6cIDQ0FYOvWreTl5bFw4UIyMjKIj4/HwsICNzc3YmJi0Ol0LF68mEuXLgEQGhpK3759yc7OVia8FhYWJCUl0aJF1QcPgoODKSgooLS0lMDAQCZOnAgYa8MHBgby5ZdfYmNjQ1xcHPn5+XzxxRdkZ2ezbt06YmNjiYuLY+jQoYwcORKA+Ph4srKyAFixYgWdO3cmNjYWOzs7pk2bRm5uLosXL+bWrVt06tSJiIgIvv32W3766SfefPNNbGxsSE1NZfr06cyfP5/evXvz1VdfsWrVKvR6PU5OTiQkJFQZE2DMmDGsX78ejUbDG2+8QUFBAQaDgeDgYEaPHl3va0Y6kzadzqQ1cdfY09/Z4WGHIYQQQpgds5uoDx48mLVr1+Ll5cWgQYMYPXo0/fv3JzAwkE2bNpGQkKBM3ktKSnB1dWXOnDmUl5cTEBBAXFwcGo2GXbt2sWrVKiIjIwG4desWKSkpHD58mNDQUHbu3MmkSZOqTBxnzZqFn58f/v7+bNu2jaVLlxIXFwdAYWEhmzdvZt++fcyaNYvk5GRcXV0ZN24cubm5eHt74+vry1tvvYVarSYtLY13332XU6dOsW7dOpKTk9FoNEot9mXLlhEUFISnpyeXLl1i2rRp7N69mw0bNvDOO+/Qt29fbt68ibV19XbrERERODo6cvv2bcaNG8eIESNwcnKipKQEd3d35s6dy/Lly9m6dSvBwcEMHz68ysT891q0aMG2bdvIyMggIiKiWtnG+fPnExYWRv/+/Vm9ejXvv/8+ixYtYsuWLcrE/G46nY6wsDCSkucmg6oAACAASURBVJLo2LFjnfXnv/76a5ydnfnwww8BY+32+yGdSZtOZ9LfO194C3VRCd7/2zDVUKQzKY16HHMneTCSPBhJZ9KmHXtDakp5MLuJevPmzUlLS+PIkSNkZWUxd+5c5s2bx9ixY6tta2lpiZeXFwBnzpzh5MmTvPzyy4CxO2abNm2Ubb29vQFj58/i4mIKCwurjZeTk0NsbCwAWq2WmJgY5b1hw4Ypd8Rbt26Nm5sbAF27duXixYv06NGDgQMHsn//frp06UJ5eTlubm4kJiYycuRI5cOFo6MjAIcOHaqynru4uJji4mL69OlDVFQUPj4+jBgxgubNm1eLMzExkc8//xyAy5cvc+7cOZycnFCr1QwbNgyAXr168c0339Qr52PGjFFyVPnBplJRURFFRUX0798fAH9//zqXzhw9ehRPT086duxY5Zxr061bN6Kjo4mJiWHYsGF4enrWK+5K0pm06Zbc+ujEBcrL9Q0Sv3QmNWrK10NDkjwYSR6MpDOpXAuVmlp5RrObqINxAj5gwAAGDBhAt27dyMjIqHGibm1traxLr6iowNXVldTU1BrHrGx1X9vruvapXIpjYWGh/AygUqm4c+cOAOPHj2f9+vV06dJFibe2MvUGg4HU1FRsbGyq/H7GjBk8++yzHDhwgAkTJrBx40aeeuop5f2srCwOHTpEamoqtra2BAQEUFpaCoBarVZiVqlU6PUPZzlERUVFjfm1tLTEYDAoryvjdnFxIS0tjQMHDrBixQoGDx7Ma6+91mjxCiGEEEKYI7Or+nL69GnOnj2rvM7NzaV9+/aA8W77zZs3a9zPxcUFnU5HTk4OAOXl5Zw6dUp5f9euXQAcOXIEe3t77O3tq43n4eHBp59+CsCOHTvo27fvfcXu7u5OQUEBO3fuVO5SDxo0iD179nDjxg0AZRnIM888Q1JSUpXzBMjPz8fNzY0ZM2bQq1cvzpw5U+UYRUVFODg4YGtrS15eHkePHq0zrnvlDWD37t2AMUceHh5V3rO3t6dly5YcOXIEgMzMTPr163fPcT08PDh8+DDnz5+vcs4dOnTgl19+AeDnn3/mwgVjE5grV65ga2uLVqtl2rRpyjZCCCGEEI8zs7ujXlJSwtKlSyksLMTS0pLOnTsTHh4OwIQJE5g+fTpt2rQhMTGxyn7NmjVjzZo1LF26lKKiIvR6PUFBQbi6ugLg4ODApEmTlIdJwbicZfbs2ezbt4+wsDDefvttQkNDiY+PVx4mvV+jRo0iNzcXBwfjw3Gurq7MmjWLgIAAVCoVPXv2JCoqikWLFhEeHo6Pjw96vR5PT0/Cw8NJSEggKysLlUpF165dGTJkSJXxhwwZQkpKCj4+Pri4uPD000/XGdPo0aMJCwsjMTGRNWvWVHu/rKyM8ePHYzAYWLlyZbX3o6OjlYdJO3bsqOTF39+fxYsXKw+TVtJoNISHh/P6669jMBho1aoVGzduxMvLi8zMTLRaLb179+bJJ58E4OTJkyxfvhyVSoWVlRVLliypb7qFEEIIIR5ZFhW1rc14hAQEBNT40KMpzJw5k6lTpzJo0CCTH0sY/fZbsaxRb6LrDj86cYHLJaW0s6v+0PT9Uqtrr35jqsoyH50wfis0vfu9H4at73YNoSlfDw1J8mAkeTBqiDxEbzH2XVnwUtMs6SzXgpGsUX9MFRYWMn78eNzc3GSSLoQZuVxifBbiYZeAvFxSqkzYG5KUtxRCiEeXWU3Ue/ToQbdu3aioqMDS0pKwsLA/1IwoOTkZW1tb/Pz8CAkJ4aWXXqJ3794mvbPesmVLPvvsswYdc/r06axYsYKWLVvi4eFBTk4OV65cYdmyZTUuYTFHq1evpl+/fvz5z39+2KEIM9XOzrpB7jTXdpfEFJNjc2EuH0KEEEKYhllN1G1sbMjMzASMtbVXrlxZ5YHL+qpPV82m4KOPPqr2u7Zt2z60Sfof6f5any6oQjwOGuoDyd0e5Q8hQgghzLDqS6Xi4mJatmwJwM2bNwkKCsLf3x8fHx/27t2rbJeRkYGPj4/SbAggNjaW+Pj4e45/d3WTPXv2EBISAhgroIwZMwZfX19eeumlavtlZWUxZcoU5syZg5eXF++99x7bt29n3Lhx+Pj4kJ+fD8AXX3zB+PHj8fPzY+rUqVy/fh2A7OxstFotWq0WPz8/iouLuXr1Ki+99BJarZYxY8YoFVaGDx+OTqercvwLFy4oFWVKS0tZuHAhPj4++Pn58d133ynbvPjii/j7++Pv788PP/ygxB4QEMDs2bMZOXIk8+bNU8pHfvvtt/j5+eHj48PChQspKytTYnj//feZPHkye/bsIT8/n2nTpjF27FhefPFF8vLyAHj11VfJyMgAICUlhXnz5gEQEhLCnj17qp3P8ePHCQgIqDUnQgghhBCPO7O6o3779m20Wi2lpaVcu3aNhIQEwFgvfe3atbRo0QKdTsfEiRN57rnn+PXXX2vs+vkg4uLiiI+Pp23btjU2RQI4ceIEu3btwtHRkeeee47x48ezbds2EhISSExMZNGiRfTt25etW7diYWHBJ598wscff0xISEiNnUe3bt3KM888w6uvvoper+fWrVv1inXLli2AsZRkXl4e06ZN47PPPlOqrFhbW3P27Fn+3//7f6SlpQHwyy+/8Omnn+Ls7MzkyZP5/vvv6d27NyEhIWzatAkXFxfmz5/P//3f/zF16lQl/8nJyQAEBQXx7rvv8uSTT3Ls2DHeffddNm/ezN///ncmT57ME088wcaNG2utZ1+T+nRjvZeUvAL+U1p+X/s8StR5tT9Eae4a6kFSIYQQ4lFkVhP1u5e+5OTksGDBAnbu3ElFRQUrV67k8OHDqFQqrly5wvXr1/nuu+9q7Pr5IDw8PAgJCWHUqFE8//zzNW7Tu3dvnJ2dAejUqRODBw8GjB02s7KyACgoKGDu3Llcu3aNsrIynnjC+JV3TZ1He/fuTWhoKHfu3OEvf/kLPXr0qFes33//PVOmTAHgqaeeon379pw5c4YOHToQHh7OiRMnUKlUVerS/+lPf+J//ud/AOjevTsXL16kRYsWPPHEE7i4uADGsotbtmxRJuqjR48GjN9s5OTkVFnOUnnnvXXr1syePZvAwEDef//9+/r/oj7dWO/FSq1Cbbi/JTmPGrW6aZ5/Jwc7BrTXNFg755rGUeeZru13fcc2VQy1jduU2mObkuTBSPJg9KB5UDcz3b8ljaUpx96QmlIezGqifjcPDw9u3LiBTqfjwIED6HQ60tLSUKvVDB8+nNLS0lq7ft6vyg6ZAOHh4Rw7doz9+/fj5+dHRkYGTk5OVbb/fWfSytd3dwNdunQpU6dO5bnnniMrK4v3338fqLnzaL9+/UhKSuLAgQPMnz+fadOm4efnV2fctZ3/pk2baN26NZmZmRgMBv70pz/VGLulpSV6vb7OPNra2irHa9mypfJh6vdOnjyJo6MjV69erfF9S0tL5Vh357yubqx1GdfJWcozNvGSWw0Rf215qPy2wRQ5qu/YpoqhpnEfheuhIUgejCQPRg2Rh/Iy0/1b0hjkWjBqauUZzXaNel5eHnq9HkdHR4qKimjVqhVqtZrvvvuOixcvArV3/ayP1q1bk5eXh8FgqLLmPT8/H3d3d+bMmYOTkxMFBQV/KP6ioiLatm0LoKzdrhz/951HL168SKtWrZgwYQIvvPACP//8c72O0a9fP3bs2AHAmTNnuHz5Ml26dKGoqIg2bdqgUqnIzMxUPjzUpkuXLly8eJFz584BVbuP3q3yzntlJ9OKigpOnDgBwI8//shXX31Feno6GzZsULqS3q1Dhw789NNPAPzrX/+6Z06EEEIIIR53ZnVHvXKNOhgngdHR0VhaWuLj48Orr77K2LFj6dGjB126dAFq7/pZH/PmzWPmzJm0a9cOV1dXSkpKAFi+fDnnzp2joqKCgQMH0r179z90Lq+99hpz5syhbdu2uLu7c+GCsTpDTZ1HP/30U+Lj47GyssLOzo7o6Oh6HePFF19k8eLF+Pj4YGlpSWRkJM2aNePFF1/k9ddfZ8+ePQwYMAA7O7t7jmNtbU1kZCRz5sxBr9fTq1evWivnxMTEsGTJEtatW8edO3cYPXo0Xbp04e233yYyMpK2bduyYMECQkND2bx5c7WcLFq0iA8++AB3d3fl93V1YxVCCCGEeBw9Fp1JxaNNOpPK15lQdx11U3QFfdidSWsaV64HI8mDkeTBSDqTyrVQSZa+CCGEEEIIIR6YTNSFEEIIIYQwQ2Y5UV+3bh3e3t74+Pig1Wo5duwYYKxmUt8a4/WRlZWlNAN6lO3du5dff/1Veb169WoOHToE1NxUCSA5ObnKQ7A1SUtL48qVK8rrRYsWVTmOEEIIIYT448zqYVIw1k/fv38/6enpNGvWDJ1OR3m5sZnN5s2b8fX1VcoF3u2PtLfPzs7Gzs6OPn2a5nqz+tq7dy9Dhw6la9euAFXqoNemtodJ75aeno6rq6tS3WbZsmUPFqgQJnK5pFRZz93Q40rDJiGEEKZidhP1a9eu4eTkpNT7rmxmtHnzZq5evUpQUBCOjo4kJibi4eHB1KlTOXjwIAsWLMDGxoaoqChKSkpwcnIiMjISZ2dnAgIC6N69O8ePH6e4uJiIiAg0Gg0pKSmoVCq2b99OWFgY7dq1IzQ0FJ1Oh0ajITIykvbt2xMSEoK1tTWnT5/m0qVLREZGkp6eztGjR3F3dycqKopPPvmEU6dOERoaCsDWrVvJy8tj4cKFZGRkEB8fj4WFBW5ubsTExKDT6Vi8eDGXLl0CIDQ0lL59+5Kdna1MeC0sLEhKSqJFi6oPHgQHB1NQUEBpaSmBgYFMnDgRMNaeDwwM5Msvv8TGxoa4uDjy8/P54osvyM7OZt26dcTGxhIXF8fQoUMZOXIkAPHx8UqjphUrVtC5c2diY2Oxs7Nj2rRp5ObmsnjxYm7dukWnTp2IiIjg22+/5aeffuLNN9/ExsaG1NRUpk+fzvz58+nduzdfffUVq1atQq/X4+TkREJCQpUxAcaMGcP69evRaDS88cYbFBQUYDAYCA4OVposCWHO2tlZ465pOo0zhBBCNC1mN1EfPHgwa9euxcvLi0GDBjF69Gj69+9PYGAgmzZtIiEhQZm8l5SU4Orqypw5cygvLycgIIC4uDg0Gg27du1i1apVREZGAnDr1i1SUlI4fPgwoaGh7Ny5k0mTJlWZOM6aNQs/Pz/8/f3Ztm0bS5cuJS4uDoDCwkI2b97Mvn37mDVrFsnJybi6ujJu3Dhyc3Px9vbG19eXt956C7VaTVpaGu+++y6nTp1i3bp1JCcno9FolFrvy5YtIygoCE9PTy5dusS0adPYvXs3GzZs4J133qFv377cvHkTa+vqd+siIiJwdHTk9u3bjBs3jhEjRuDk5ERJSQnu7u7MnTuX5cuXs3XrVoKDgxk+fHiVifnvtWjRgm3btpGRkUFERAQffPBBlffnz59PWFgY/fv3Z/Xq1bz//vssWrSILVu2KBPzu+l0OsLCwkhKSqJjx4511rf/+uuvcXZ25sMPPwSMNejvR0peAf8pLb+vfR4l6jxLpfFNQ3HX2NPf2aFBx3yY2tlZm6TqixBCCGFKZjdRb968OWlpaRw5coSsrCzmzp3LvHnzGDt2bLVtLS0t8fLyAowNf06ePMnLL78MgMFgoE2bNsq23t7egLFJUHFxMYWFhdXGy8nJITY2FgCtVktMTIzy3rBhw5Q74q1bt8bNzQ2Arl27cvHiRXr06MHAgQPZv38/Xbp0oby8HDc3NxITExk5cqTy4cLR0RGAQ4cOVVnPXVxcTHFxMX369CEqKgofHx9GjBhB8+bNq8WZmJjI559/DsDly5c5d+4cTk5OqNVqhg0bBkCvXr345ptv6pXzMWPGKDmq/GBTqaioiKKiIvr37w+Av79/nUtnjh49iqenJx07dqxyzrXp1q0b0dHRxMTEMGzYMDw9PesVdyUrtQq14f6WPT1q1OqGO//zhbdQF5Xg/b9Nb2JbU1todd7Db/ttqhhqG7cptcc2JcmDkeTB6EHzoG728P8teVBNOfaG1JTyYHYTdTBOwAcMGMCAAQPo1q0bGRkZNU7Ura2tlXXpFRUVuLq6kpqaWuOYFhYW93xd1z6VS3EsLCyUnwFUKhV37twBYPz48axfv54uXboo8dZWpt5gMJCamoqNjU2V38+YMYNnn32WAwcOMGHCBDZu3MhTTz2lvJ+VlcWhQ4dITU3F1taWgIAASktLAVCr1UrMKpWqzo6kplJRUVFjfi0tLTEYDMrryrhdXFxIS0vjwIEDrFixgsGDB/Paa6/V+3jjOjlLHfUGrAn70YkLlJfrm1y93dryUPltw8M8H1PFUNO4UivZSPJgJHkwaog8lJc9/H9LHoRcC0ZSR/0BnT59mrNnzyqvc3Nzad++PWC8237z5s0a93NxcUGn05GTkwNAeXk5p06dUt7ftWsXAEeOHMHe3h57e/tq43l4ePDpp58CsGPHDvr27Xtfsbu7u1NQUMDOnTuVu9SDBg1iz5493LhxA0BZBvLMM8+QlJRU5TwB8vPzcXNzY8aMGfTq1YszZ85UOUZRUREODg7Y2tqSl5fH0aNH64zrXnkD2L17N2DMkYeHR5X37O3tadmyJUeOHAEgMzOTfv363XNcDw8PDh8+zPnz56ucc4cOHfjll18A+Pnnn5VurVeuXMHW1hatVsu0adOUbYQQQgghHmdmd0e9pKSEpUuXUlhYiKWlJZ07dyY8PByACRMmMH36dNq0aUNiYmKV/Zo1a8aaNWtYunQpRUVF6PV6goKCcHV1BcDBwYFJkyYpD5OCcTnL7Nmz2bdvH2FhYbz99tuEhoYSHx+vPEx6v0aNGkVubi4ODsb1va6ursyaNYuAgABUKhU9e/YkKiqKRYsWER4ejo+PD3q9Hk9PT8LDw0lISCArKwuVSkXXrl0ZMmRIlfGHDBlCSkoKPj4+uLi48PTTT9cZ0+jRowkLCyMxMZE1a9ZUe7+srIzx48djMBhYuXJltfejo6OVh0k7duyo5MXf35/FixcrD5NW0mg0hIeH8/rrr2MwGGjVqhUbN27Ey8uLzMxMtFotvXv35sknnwTg5MmTLF++HJVKhZWVFUuWLKlvuoUQQgghHlkWFbWtzXiEBAQE1PjQoynMnDmTqVOnMmjQIJMfSxj99luxLH1p4KUvpiw7aKoHVWvLQ2VZxof5MKmpYqhpXPl620jyYCR5MGqIPERvMfZdWfBS0yzpLNeCkSx9eUwVFhbi5eWFtbW1TNKFqMXlklKO6eQ/FEIIIUR9mN3SF1P4/TIZU2jZsiWfffaZyY8jRGMwVTlDUzQdEkIIIR5Vj+Ud9R49eqDVavH19cXf358ffvjhD42TnJxMRkYGACEhIezZswcwLrU5fvx4g8Xb2BYtWqSUjly/fv1DjkYIIYQQ4vH0WNxR/z0bGxsyMzMBY7OdlStXVqnAUl+TJ09u6NDMQmVnVIAPPviAWbNm3df+er1eKZtZ02shhBBCCFG3x3Kifrfi4mJatmwJwM2bNwkODqawsJA7d+4wZ84c/vKXvwCQkZFBfHy80vQoJiaG2NjYKp1Na+Lh4aGUjNyzZw/79+8nKiqK3bt3s3btWlQqFfb29mzZsqXKfllZWaxZswZHR0fOnDmDp6cnS5YsQaVSsXjxYo4fP05paSleXl7Mnj0bgOHDh+Pn58eXX37JnTt3+Mc//sFTTz3Fjz/+SEREBLdv38bGxoaIiAi6dOmCXq/nvffe4+DBg4Cxqk5AQIDy8O1nn33G7du30Wq1dO3alRUrVpCZmUliYiLl5eW4u7uzePFiLC0t8fDwYOrUqRw8eJAFCxYwf/58xo4dyzfffMOUKVO4efMmqamplJeX07lzZ5YvX46trS06nY7Fixdz6dIlAEJDQ++7LKYQQgghxKPosZyoV04+S0tLuXbtGgkJCYCxgdLatWtp0aIFOp2OiRMn8txzz/Hrr7+ybt06kpOT0Wg0Sl3wBxEXF0d8fDxt27atsUsqwI8//siuXbto3749r7zyCv/6178YOXIkc+fOxdHREb1ez9SpUzlx4gTdu3cHwMnJifT0dLZs2cKGDRtYtmwZXbp0ISkpCSsrKw4dOsSqVauIjY0lNTWVCxcukJ6ejpWVVbXzevPNN9myZYvy7UNeXh67d+8mOTkZtVrNkiVL2LFjB35+fpSUlODq6lqla6m1tTXJyckA3LhxgwkTJgCwatUqtm3bRkBAAMuWLSMoKAhPT08uXbrEtGnTlLru9ZWSV8B/Ssvva59HiTrPUml80xBMWfFFCCGEEPX3WE7U7176kpOTw4IFC9i5cycVFRWsXLmSw4cPo1KpuHLlCtevX+e7775j5MiRaDQaABwdHR84Bg8PD0JCQhg1ahTPP/98jdv86U9/omPHjgB4e3vz/fffM3LkSHbv3s3WrVu5c+cO165dIy8vT5mojxgxAoBevXrx+eefA8YmSQsWLODcuXNYWFhQXm6c1H777bdMmjQJKyurep3Xt99+y08//cS4ceMA4weeVq1aAcauo15eXlW2Hz16tPLzqVOn+Mc//kFRURE3b97kmWeeAeDQoUPKengwfsNRXFxMixb1L19kpVahNjzeS2vU6oY7/04OdgxorzFJi+XaWt43lJrGNfUx68NUMdQ2blNqj21KkgcjyYPRg+ZB3ezh/1vyoJpy7A2pKeXhsZyo383Dw4MbN26g0+k4cOAAOp2OtLQ01Go1w4cPp7S0lIYqNV9aWqr8HB4ezrFjx9i/fz9+fn5kZGTg5ORUZXsLC4tqr8+fP8+GDRvYtm0bDg4OhISEVBlXrVYDoFKp0OuNd1lXr17NgAEDWLt2LRcuXCAwMBCAioqKase4l4qKCvz9/Zk3b16196ytrautQ7e1tVV+DgkJIS4uju7du5OWlkZ2djYABoOB1NRUbGxs6h3H743r5Cx11E1QE9YUY5aX67lcUkrE17kNPrZaXfM3C5XfEDzM+sGVcTV0DDWNK7WSjSQPRpIHo4bIQ3mZaf6OG4tcC0ZSR72JycvLQ6/X4+joSFFREa1atUKtVvPdd99x8eJFAAYNGsSePXu4ceMGwH0tfWndujV5eXkYDAb27t2r/D4/Px93d3fmzJmDk5MTBQUF1fb98ccfOX/+PAaDgd27d9O3b19u3ryJra0t9vb2XL9+na+++qrOGIqKimjbti0A6enpyu8HDx5MSkoKd+7cqfW8rKyslDvwgwYN4rPPPuO3335Ttq/MUV1u3rxJmzZtKC8vZ8eOHcrvn3nmmSoP8ubmNvwETjze2tlZ465pOndPhBBCiEqP5R31yjXqYLxLHB0djaWlJT4+Prz66quMHTuWHj160KVLFwBcXV2ZNWsWAQEBqFQqevbsSVRUVL2ONW/ePGbOnEm7du1wdXWlpKQEgOXLl3Pu3DkqKioYOHCgsnTlbk8//TQrVqzg5MmTeHp68vzzzyvH9/b2pmPHjvTpU3eHtFdeeYWQkBA2btzIwIEDld+PHz+es2fP4uvri5WVFRMmTGDKlClV9p0wYQK+vr707NmTFStW8MYbb/DXv/4Vg8GAWq3mnXfeoUOHDnXGMGfOHMaPH0+HDh3o1q0bN2/eBIylIMPDw/Hx8UGv1+Pp6Ul4eHid44mmy1Q12uVukRBCiEeNRUVDresQDSorK4sNGzbwwQcfPOxQzN5vvxXL0pcmMkGtqeV9QzHnPJjqvGsa15zz0JgkD0aSB6OGyEP0FmPPlQUv1X2DzBzJtWAkS1+EEEIIIYQQD8wsJ+rr1q3D29sbHx8ftFotx44dA2DTpk3cunWrwY6TlZX1h7uSmtqAAQMa7G763r17q1RWWb16NYcOHQKMtdd1Ol21fe7uulqbtLQ0rly5ory+u6OpEEIIIYR4MGa3Rj0nJ4f9+/eTnp5Os2bN0Ol0ysOMmzdvxtfXt0o1kUp/pPtldnY2dnZ29Vrn3ZTt3buXoUOH0rVrV4Aqtc5rU5+uq+np6bi6uioPqt7d0VQIIYQQQjwYs5uoX7t2DScnJ5o1awag1C7fvHkzV69eJSgoCEdHRxITE6t1w7SxsSEqKoqSkhKcnJyIjIzE2dmZgIAAunfvzvHjxykuLiYiIgKNRkNKSgoqlYrt27cTFhZGu3btCA0NRafTodFoiIyMpH379oSEhGBtbc3p06e5dOkSkZGRpKenc/ToUdzd3YmKiuKTTz7h1KlThIaGArB161by8vJYuHBhjV1Na+vImZ2drUx4LSwsSEpKqlZTPDg4mIKCAkpLSwkMDGTixImAsdRkYGAgX375JTY2NsTFxZGfn88XX3xBdnY269atIzY2lri4OIYOHcrIkSMBiI+PJysrC4AVK1bQuXPnKl1Xc3NzWbx4Mbdu3aJTp05EREQoNdXffPNNbGxsSE1NZfr06cyfP5/evXvz1VdfsWrVKvR6PU5OTiQkJFTr5DpmzBjWr1+PRqPhjTfeoKCgAIPBQHBwcJUa7EIIIYQQjyOzm6gPHjyYtWvX4uXlxaBBgxg9ejT9+/cnMDCQTZs2kZCQoEze7+6GWV5eTkBAAHFxcWg0Gnbt2sWqVauIjIwE4NatW6SkpHD48GFCQ0PZuXMnkyZNqjJxnDVrFn5+fvj7+7Nt2zaWLl1KXFwcAIWFhWzevJl9+/Yxa9YskpOTcXV1Zdy4ceTm5uLt7Y2vry9vvfUWarWatLQ03n33XU6dOlVjV9PaOnJu2LCBd955RynFaG1dvUNkREQEjo6O3L59m3HjxjFixAicnJwoKSnB3d2duXPnsnz5crZu3UpwcDDDhw+vMjH/vRYtWrBt2zYyMjKIiIiotuRm/vz5hIWF0b9/f1avXs3777/PokWL2LJlizIxv5tOpyMsLIykpCQ6duxYZznLr7/+GmdnZz788EPAWE7yfkhn0obtnXs9SgAAIABJREFUTGpK0vVUCCGEqD+zm6g3b96ctLQ0jhw5QlZWFnPnzmXevHmMHTu22rZ3d8M8c+YMJ0+e5OWXXwaMjXTatGmjbOvt7Q1Av379KC4uprCwsNp4OTk5xMbGAqDVaomJiVHeGzZsmHJHvHXr1ri5uQHQtWtXLl68SI8ePRg4cCD79++nS5culJeX4+bmRmJiYo1dTWvryNmnTx+ioqLw8fFhxIgRNG/evFqciYmJStfRy5cvc+7cOZycnFCr1QwbNgwwdib95ptv6pXzMWPGKDmq/GBTqaioiKKiIvr37w+Av79/nUtnjh49iqenp9JVta6Op926dSM6OpqYmBiGDRuGp6dnveKuJJ1JG7YzqSmZsuspmG+3OelM+nBIHowkD0bSmbRpx96QmlIezG6iDsYJ+IABAxgwYADdunUjIyOjxon63d0wKyoqcHV1JTU1tcYxa+ryWZe7t6lcimNhYaH8DMYOoJUNg8aPH8/69evp0qWLEm9t1S9r68g5Y8YMnn32WQ4cOMCECRPYuHEjTz31lPJ+VlYWhw4dIjU1FVtbWwICApTOpGq1Won57s6kja22jqeWlpYYDAbldWXcLi4upKWlceDAAVasWMHgwYN57bXX6n086Uza9EpumSJec86DdCZtfJIHI8mDkXQmlWuhkpRnfECnT5/m7Nmzyuvc3Fzat28PGO+2VzbK+T0XFxd0Oh05OTkAlJeXc+rUKeX9Xbt2AXDkyBHs7e2xt7evNp6HhweffvopADt27KBv3773Fbu7uzsFBQXs3LlTuUtdW1fT2jpy5ufn4+bmxowZM+jVqxdnzpypcoyioiIcHBywtbUlLy+Po0eP1hnXvfIGsHv3bsCYIw8Pjyrv2dvb07JlS44cOQJAZmYm/fr1u+e4Hh4eHD58mPPnz1c55w4dOvDLL78A8PPPP3PhgrEG9JUrV7C1tUWr1TJt2jRlGyGEEEKIx5nZ3VEvKSlh6dKlFBYWYmlpSefOnZVOlRMmTGD69Om0adOGxMTEKvs1a9aMNWvWsHTpUoqKitDr9QQFBeHq6gqAg4MDkyZNUh4mBeNyltmzZ7Nv3z7CwsJ4++23CQ0NJT4+XnmY9H6NGjWK3NxcHBwcgNq7mtbWkTMhIYGsrCxUKhVdu3ZlyJAhVcYfMmQIKSkp+Pj44OLiwtNPP11nTKNHjyYsLIzExETWrFlT7f2ysjLGjx+PwWBg5cqV1d6Pjo5WHibt2LGjkhd/f38WL16sPExaSaPREB4ezuuvv47BYKBVq1Zs3LgRLy8vMjMz0Wq19O7dmyeffBKAkydPsnz5clQqFVZWVixZsqS+6RZCCCGEeGQ9Fp1JAwICanzo0RRmzpzJ1KlTGTRokMmPJYykM6l8nQnmnQfpTNr4JA9Gkgcj6Uwq10IlWfrymCosLMTLywtra2uZpAshhBBCiAdmdktfTOH3y2RMoWXLlnz22WcmP44QQgghhHg8mOUd9XXr1uHt7Y2Pjw9arZZjx44BsGnTJm7dutVgx8nKyuKHH35osPHM1d69e6uUgly9ejWHDh0CYPjw4eh0umr7JCcnk5GRcc9x09LSuHLlivJ60aJFVY4jhBBCCCH+OLO7o56Tk8P+/ftJT0+nWbNm6HQ6ysuNzWw2b96Mr68vtra21fbT6/VKqcb6ys7Oxs7Ojj59muZ6s/rau3cvQ4cOpWvXrgB11kEHmDx5cp3bpKen4+rqStu2bQGUjqpCCCGEEOLBmd1E/dq1azg5OSm1yisbBW3evJmrV68SFBSEo6MjiYmJeHh4MHXqVA4ePMiCBQuwsbEhKiqKkpISnJyciIyMxNnZmYCAALp3787x48eVqi8ajYaUlBRUKhXbt28nLCyMdu3aERoaik6nU6q+tG/fnpCQEKytrTl9+jSXLl0iMjKS9PR0jh49iru7O1FRUXzyySecOnWK0NBQALZu3UpeXh4LFy4kIyOD+Ph4pWFSTEwMOp2OxYsXc+nSJQBCQ0Pp27cv2dnZyoTXwsKCpKQkWrSo+uBBcHAwBQUFlJaWEhgYyMSJEwFjWcTAwEC+/PJLbGxsiIuLIz8/ny+++ILs7GzWrVtHbGwscXFxVTqVxsfHk5WVBcCKFSvo3LkzsbGx/x979x5XY743/v/VqqWDQ63ldGM7ZCTN1k7ktPkiZoRarXJozDZLZrqRbsO4zZDaYbpJ5cYDI8bcOZVdGXdqNGm2w2jMIMyU7dA8ECOiGMvelUWyVr8/1q/rtqZSRujwef7V6rquz/W5Pq7r4dNnva/3W6rampubK2V96datGxEREZw4cYLz58/z8ccfS1lfZs6cKb20+91337Fu3Tr0ej0KhYKdO3eatAnGQktbtmxBqVTy0UcfUVhYiMFgICgoiAkTJrzM20wQBEEQBKHBa3AT9WHDhrFp0yY8PDwYOnQoEyZMYNCgQUyfPp0dO3awc+dOafKu0+lwcHBg/vz5lJeXo9FoiImJQalUkp6ezrp166RUgg8fPiQxMZHTp08TEhJCWloaU6dONZk4BgYG4uPjg6+vL3v37mXFihXExMQAxpdFd+3axeHDhwkMDCQhIQEHBwcmT55Mbm4unp6eeHt788knnyCXy0lOTubTTz/l8uXLbN68mYSEBJRKpZRTfOXKlfj7++Pm5satW7cICAjgwIEDbNu2jaVLlzJgwAAePHiApWXVcusRERHY2dnx6NEjJk+ezNixY1EoFOh0OlxcXFiwYAHR0dHs2bOHoKAgRo8ebTIx/61WrVqxd+9eUlJSiIiI4PPPPzfZvmjRIsLCwhg0aBDr16/ns88+IzQ0lN27d1ebTUer1RIWFkZ8fDxdu3aVrrkmx44do0OHDmzduhUw5op/Hol5hfyrrPy5jmlK5HnmUuGbxsRF2ZpBHWxfdzcEQRAEocFqcBP1li1bkpyczJkzZ8jKymLBggUsXLiw2sqk5ubmeHh4AHDt2jUuXbrE+++/Dxgrf7Zv317a19PTE4CBAwdSWlpKcXFxlfays7PZuHEjAGq1mtWrV0vb3N3dpRXxdu3a4ejoCECvXr0oKCjAycmJIUOGcPToUXr27El5eTmOjo7ExcUxbtw46Y8LOzs7AI4fP24Sz11aWkppaSn9+/cnMjISlUrF2LFjadmyZZV+xsXFcfDgQQBu377N9evXUSgUyOVy3N3dAejbty8//PBDnca8sjiTp6dnldzxJSUllJSUMGjQIMCYO7220JmcnBzc3Nzo2rWryTXXpHfv3kRFRbF69Wrc3d1xc3OrU78rWchlyA3PF/bU1Mjljev6bxQ/RF6iw/OP9ZuusKGWhZbnvZzS4zW121DH4VUT42AkxsHoRcdB3uLlPMevUmPue31qTOPQ4CbqYJyADx48mMGDB9O7d29SUlKqnahbWlpKcekVFRU4ODiYFN552m9L2ldX4v5Zx1SG4piZmUk/A8hkMp48eQLAlClT2LJlCz179pT6W1OaeoPBQFJSElZWVia/nzVrFiNHjiQzMxM/Pz+2b9/OG2+8IW3Pysri+PHjJCUlYW1tjUajoaysDAC5XC71WSaTode/nlXWioqKasfX3Nwcg8Egfa7st729PcnJyWRmZrJmzRqGDRvG3Llz63y+yd06iDzqjSw37hc/36S8XF+v/W7I41D5jUd996+6dhvyOLxKYhyMxDgY1cc4lD9+Oc/xqyLuBSORR/0FXb16lV9++UX6nJubS+fOnYGaS9aDcbKn1WrJzs4GoLy8nMuXL0vb09PTAThz5gytW7emdevWVdpzdXXl66+/BmD//v0MGDDgufru4uJCYWEhaWlp0ir10KFDycjI4P79+wBSGMjw4cOJj483uU6A/Px8HB0dmTVrFn379uXatWsm5ygpKcHW1hZra2vy8vLIycmptV/PGjeAAwcOAMYxcnV1NdnWunVr2rRpw5kzZwBITU1l4MCBz2zX1dWV06dPc+PGDZNr7tKlCxcvXgTgwoUL3LxpLNZSVFSEtbU1arWagIAAaR9BEARBEITmrMGtqOt0OlasWEFxcTHm5uZ0796d8PBwAPz8/Jg5cybt27evkhu9RYsWbNiwgRUrVlBSUoJer8ff3x8HBwcAbG1tmTp1qvQyKRjDWebNm8fhw4cJCwvjr3/9KyEhIcTGxkovkz6v8ePHk5ubi62tMfbWwcGBwMBANBoNMpmMN998k8jISEJDQwkPD0elUqHX63FzcyM8PJydO3eSlZWFTCajV69ejBgxwqT9ESNGkJiYiEqlwt7enn79+tXapwkTJhAWFkZcXBwbNmyosv3x48dMmTIFg8HA2rVrq2yPioqSXibt2rWrNC6+vr4sW7ZMepm0klKpJDw8nA8//BCDwUDbtm3Zvn07Hh4epKamolarcXZ2pkePHgBcunSJ6OhoZDIZFhYWLF++vK7DLQiCIAiC0GSZVdQUm9GEaDSaal96fBlmz57NjBkzRHXSV+jevVIR+tLIvs784ueb3NaV0cmm6svSz+PpF1Ib8jh88bPx26OZfeo3Jr+6dhvyOLxKYhyMxDgY1cc4RO021l1ZPK1xpnQW94KRCH1ppoqLi/Hw8MDS0lJM0gXhFbitK+OsVvynIwiCIDRdDS705WX4bZjMy9CmTRu++eabl34eQWgqOtlYvtAKc+VqsiAIgiA0Vc1qRd3JyQm1Wo23tze+vr789NNPv6udhIQEUlJSAAgODiYjIwMwhticO3eu3vpbF0+f/2m5ublkZma+0r4IgiAIgiAI9adZrKhXsrKyIjU1FTAW2Vm7dq1J5pW6evfdd+u7a/UuNzeX8+fPM3LkyDof8+TJEyws/u+W0Ov1UvpLQRAEQRAE4dVqVivqTystLaVNmzYAPHjwAH9/f3x9fVGpVBw6dEjaLyUlBZVKJVUdBdi4cSOxsbHPbP/pNIcZGRkEBwcDxlSIXl5eeHt7M23atCrH3blzh2nTpqFWq/Hy8pLSItbUHhiLJ/3lL3/Bw8ODb7/9lsePH7NhwwbS09NRq9Wkp6ej0+lYsmQJkyZNwsfHR7rG5ORk5s2bR2BgIB988AFZWVloNBoWLlyISqUCICgoiIkTJ+Lp6WmS3cXV1ZV169bh7e2Nn58fv/76K2CsTPrhhx8yadIkJk2axI8//ljtuHl5eXHz5k10Oh2zZs3C29sbLy8vKZWmIAiCIAhCc9asVtQfPXqEWq2mrKyMu3fvsnPnTsBYOGnTpk20atUKrVbLO++8w5gxY7hy5QqbN28mISEBpVIp5QN/ETExMcTGxtKxY8dqq6OmpaUxfPhw5syZg16v5+HDh7W2WVBQQHx8PPn5+UyfPp2DBw8yb948zp8/z9KlSwFYu3YtQ4YMYdWqVRQXFzNlyhT+/Oc/A8ZKol999RV2dnZkZWVx7tw59u/fL1UWjYiIwM7OjkePHjF58mTGjh2LQqFAp9Ph4uLCggULiI6OZs+ePQQFBbFy5Ur8/f1xc3Pj1q1bBAQESLnaq3Ps2DE6dOjA1q1bAWOu+OeRmFfIv8rKn+uYpkSeZy4Vvmks6iPji2B0W1dmEq9fX/fD0xl1BEEQhNejWU3Unw59yc7OZvHixaSlpVFRUcHatWs5ffo0MpmMoqIifv31V06ePMm4ceNQKpUA2NnZvXAfXF1dCQ4OZvz48bz99ttVtjs7OxMSEsKTJ0946623cHJyqrXN8ePHI5PJ6NGjB127duXq1atV9vn+++85cuQI27ZtA4xVQW/fvg3AsGHDTK7N2dlZmqSD8WXcgwcPAnD79m2uX7+OQqFALpfj7u4OQN++ffnhhx8A4wr/lStXpONLS0spLS2tsf+9e/cmKiqK1atX4+7ujpubW63X/DQLuQy5oXmH6Mjljev6u9naMLiz8oXKOMvzqpbzbqhloavra321a2ZW9d//Re+HG8UPkZfo8Pxj/aaTfNUa6v3wqolxMHrRcZC3eDnP8avUmPtenxrTODSrifrTXF1duX//PlqtlszMTLRaLcnJycjlckaPHk1ZWRn1lWK+rKxM+jk8PJyzZ89y9OhRfHx8SElJQaFQSNsHDhxIfHw8mZmZLFq0iICAAHx8fGpsD8DMzOyZnytt2LCBnj17mvzu7NmzWFtbm/zOxsZG+jkrK4vjx4+TlJSEtbU1Go1GOr9cLpfOJZPJ0OuNq3gGg4GkpCSsrKxM2jU3N8dgMFS5Dnt7e5KTk8nMzGTNmjUMGzaMuXPnVnsN1ZncrYPIo95Ic+O+SL8rV40r22jI4/DbvtZnu/9mbcmMNzpJv6uPcfji55uUl+sb7HjWRUO+H14lMQ5G9TEO5Y9fznP8qoh7wUjkUW8k8vLy0Ov12NnZUVJSQtu2bZHL5Zw8eZKCggIAhg4dSkZGBvfv3wd4rtCXdu3akZeXh8FgMIl5z8/Px8XFhfnz56NQKCgsLDQ5rqCggLZt2+Ln58ekSZO4cOHCM9sDY8y6wWAgPz+fGzduYG9vT8uWLXnw4IG0z/Dhw4mPj5f++Lh48WKdrqOkpARbW1usra3Jy8sjJyen1mMqz1UpNzcXgC5dukjnvXDhAjdvGr+uLyoqwtraGrVaTUBAQJ37JgiCIAiC0JQ1qxX1yhh1gIqKCqKiojA3N0elUjFnzhwmTpyIk5OTtOrs4OBAYGAgGo0GmUzGm2++SWRkZJ3OtXDhQmbPnk2nTp1wcHBAp9MBEB0dzfXr16moqGDIkCH06dPH5LhTp04RGxuLhYUFNjY2REVFPbM9MK5Iv/fee9y7d49PP/0US0tLBg8ezNatW1Gr1cyePZugoCAiIiLw9vamoqKCLl268Pnnn9d6HSNGjCAxMRGVSoW9vT39+vWr9ZjQ0FDCw8NRqVTo9Xrc3NwIDw/Hw8OD1NRU1Go1zs7O9OjRA4BLly4RHR2NTCbDwsKC5cuX12mMBUEQBEEQmjKzivqK7xCE1+TevVIR+tIMv8784uebJi+lyuUN96Xayn6+SIGn6lS+RPp0u/UV+vLbdhub5vpc/JYYB6P6GIeo3cbaK4un9a+PLr1y4l4wEqEvgiAIgolONpa4KBvPy0uCIAhCw9CsQl+cnJzo3bs3FRUVmJubExYWRv/+z/+XcUJCAtbW1vj4+BAcHMyoUaMYN24cGo2GRYsW4ezs/BJ6X72nz/+03Nxc7ty581wFjwShsXl6lVqsFgmCIAhNTbOaqIvKpM8mKpMKgiAIgiA0HM029EVUJhWVSQVBEARBEBqyZrWiLiqTisqkTdHrqEwqqlYKgiAIwsvXrCbqojKpqEzaVL3KyqQNpWplY6pM+rLUVPH0hSswvqRKqq9aY+9/fRHjYCQqkzbuvtenxjQOzWqi/jRRmdRIVCZt/F71S5QNpWplY6pM+rJUV/G0XiowvqRKqq9Sc7wfqiPGwUhUJhX3QiWRnrGREJVJRWVSQRAEQRCEhqxZraiLyqSiMqkgCIIgCEJjISqTCo2eqEz66kNf4PVXrfxtP5rj17qiMmnNmuP9UB0xDkaiMqm4Fyo1ttCXZrWiLghC/bitK5Mmc6+zD51sLF9rHwRBEAThZWq2MeqCIDRunWwscVE2njf3BUEQBOF5NasVdScnJ3r37k1FRQXm5uaEhYXRv//zf4WVkJCAtbU1Pj4+BAcHM2rUKMaNG4dGo2HRokU4Ozu/hN5X7+nzPy03N5c7d+48V2VSQairTjaWjTosQhAEQRAag2Y1UX86j/qxY8dYu3atSXaSunr33Xfru2v1Ljc3l/Pnzz/XRP3JkydYWPzfLaHX6zE3b975yQVBEARBEF6XZhv6UlpaSps2bQB48OAB/v7++Pr6olKpTNIfpqSkoFKp8Pb25pNPPgFg48aNxMbGPrN9V1dX6eeMjAyCg4MBOHDgAF5eXnh7ezNt2rQqx925c4dp06ahVqvx8vLizJkzz2wPjAWG/vKXv+Dh4cG3337L48eP2bBhA+np6ajVatLT09HpdCxZsoRJkybh4+MjXWNycjLz5s0jMDCQDz74gKysLDQaDQsXLkSlUgEQFBTExIkT8fT0JCkpyeQa161bh7e3N35+fvz6668AaLVaPvzwQyZNmsSkSZP48ccfqx03Ly8vbt68iU6nY9asWXh7e+Pl5UV6evozx1YQBEEQBKE5aFYr6pXpGcvKyrh79y47d+4EwNLSkk2bNtGqVSu0Wi3vvPMOY8aM4cqVK2zevJmEhASUSuVz5VGvSUxMDLGxsXTs2JHi4uIq29PS0hg+fDhz5sxBr9fz8OHDWtssKCggPj6e/Px8pk+fzsGDB5k3bx7nz59n6dKlAKxdu5YhQ4awatUqiouLmTJlCn/+858ByMnJ4auvvsLOzo6srCzOnTvH/v37peqkERER2NnZ8ejRIyZPnszYsWNRKBTodDpcXFxYsGAB0dHR7Nmzh6CgIFauXIm/vz9ubm7cunWLgIAADhw4UGP/jx07RocOHdi6dStgzN3+PBLzCvlXWflzHdOUyPPMpQI1r4J4iVMQBEEQXo1mNVF/OvQlOzubxYsXk5aWRkVFBWvXruX06dPIZDKKior49ddfOXnyJOPGjUOpVAJgZ2f3wn1wdXUlODiY8ePH8/bbb1fZ7uzsTEhICE+ePOGtt97Cycmp1jbHjx+PTCajR48edO3alatXr1bZ5/vvv+fIkSNs27YNMFYFvX37NgDDhg0zuTZnZ2dpkg4QFxfHwYMHAbh9+zbXr19HoVAgl8txd3cHoG/fvvzwww+AcYX/ypUr0vGlpaWUlpbW2P/evXsTFRXF6tWrcXd3x83NrdZrfpqFXIbc0LxDdOTyV3f93WxtGNxZ2SBLMDfEPr1M8rzqS5q/cKn0GtptbBp7/+uLGAejF34uWjT+56Ix970+NaZxaFYT9ae5urpy//59tFotmZmZaLVakpOTkcvljB49mrKyMuorxXxZWZn0c3h4OGfPnuXo0aP4+PiQkpKCQqGQtg8cOJD4+HgyMzNZtGgRAQEB+Pj41NgegJmZ2TM/V9qwYYNUzKnS2bNnsba2NvmdjY2N9HNWVhbHjx8nKSkJa2trNBqNdH65XC6dSyaTodcbV3UNBgNJSUlYWVmZtGtubo7BYKhyHfb29iQnJ5OZmcmaNWsYNmwYc+fOrfYaqjO5WweRR/015IRtaPl4m2OO4MpvUp6+7noplV5Nu41Nc7wfqiPGwahenovHjfu5EPeCUWPLo95sY9Tz8vLQ6/XY2dlRUlJC27ZtkcvlnDx5koKCAgCGDh1KRkYG9+/fB3iu0Jd27dqRl5eHwWAwiXnPz8/HxcWF+fPno1AoKCwsNDmuoKCAtm3b4ufnx6RJk7hw4cIz2wNjzLrBYCA/P58bN25gb29Py5YtefDggbTP8OHDiY+Pl/74uHjxYp2uo6SkBFtbW6ytrcnLyyMnJ6fWYyrPVSk3NxeALl26SOe9cOECN28a83AXFRVhbW2NWq0mICCgzn0TBEEQBEFoyprVinpljDpARUUFUVFRmJubo1KpmDNnDhMnTsTJyUladXZwcCAwMBCNRoNMJuPNN98kMjKyTudauHAhs2fPplOnTjg4OKDT6QCIjo7m+vXrVFRUMGTIEPr06WNy3KlTp4iNjcXCwgIbGxuioqKe2R4YV6Tfe+897t27x6effoqlpSWDBw9m69atqNVqZs+eTVBQEBEREXh7e1NRUUGXLl34/PPPa72OESNGkJiYiEqlwt7enn79+tV6TGhoKOHh4ahUKvR6PW5uboSHh+Ph4UFqaipqtRpnZ2d69OgBwKVLl4iOjkYmk2FhYcHy5cvrNMaCIAiCIAhNmVlFfcV3CMJrcu9eqQh9EV9nNstxqKwO+3RO+/oYh+rabWya4/1QHTEORvUxDlG7fwJg8bTnr7/SEIh7wUiEvgiCIAiCIAiC8MLERF0QBEEQBEEQGqAGOVHfvHkznp6eqFQq1Go1Z8+eBWDHjh11yiteV1lZWfz000/11l5DdejQIZN0ievXr+f48eMAjB49Gq1WW+WYhIQEUlJSntlucnIyRUVF0ufQ0FCT8wiCIAiCIAi/X4N7mTQ7O5ujR4+yb98+WrRogVarpbzcWMxm165deHt7V0knCL+v3P2pU6ewsbGhf//GGW9WV4cOHWLUqFH06tULgPnz59d6zLvvvlvrPvv27cPBwYGOHTsCsHLlyhfrqCAIgiAIgiBpcBP1u3fvolAoaNGiBYBUbGjXrl3cuXMHf39/7OzsiIuLw9XVlRkzZvD999+zePFirKysiIyMRKfToVAoWLVqFR06dECj0dCnTx/OnTtHaWkpERERKJVKEhMTkclkfPXVV4SFhdGpUydCQkLQarUolUpWrVpF586dCQ4OxtLSkqtXr3Lr1i1WrVrFvn37yMnJwcXFhcjISL788ksuX75MSEgIAHv27CEvL48lS5aQkpJCbGwsZmZmODo6snr1arRaLcuWLePWrVsAhISEMGDAAE6dOiVNeM3MzIiPj6dVK9MXD4KCgigsLKSsrIzp06fzzjvvAMbc8NOnT+fbb7/FysqKmJgY8vPzOXLkCKdOnWLz5s1s3LiRmJgYRo0axbhx4wCIjY0lKysLgDVr1tC9e3c2btyIjY0NAQEB5ObmsmzZMh4+fEi3bt2IiIjgxIkTnD9/no8//hgrKyuSkpKYOXMmixYtwtnZme+++45169ah1+tRKBTs3LnTpE0ALy8vtmzZglKp5KOPPqKwsBCDwUBQUBATJkx4mbeZIAiCIAhCg9fgJurDhg1j06ZNeHh4MHToUCZMmMCgQYOYPn06O3bsYOfOndLkXafT4eDgwPz58ykvL0ej0RATE4NSqSQ9PZ1169axatUqAB4+fEhiYiKnT58mJCSEtLQ0pk6dajJxDAwMxMfHB19fX/bu3cuKFSuIiYkBoLi4mF27dnH48GECAwNJSEjAwcGByZMnk5ubi6enJ97e3nzyySfI5XKSk5P59NNPuXz5Mps3byYhIQF1s/gdAAAgAElEQVSlUinlYl+5ciX+/v64ublx69YtAgICOHDgANu2bWPp0qUMGDCABw8eYGlZtVR7REQEdnZ2PHr0iMmTJzN27FgUCgU6nQ4XFxcWLFhAdHQ0e/bsISgoiNGjR5tMzH+rVatW7N27l5SUFCIiIqqkbVy0aBFhYWEMGjSI9evX89lnnxEaGsru3bulifnTtFotYWFhxMfH07Vr11rzzx87dowOHTqwdetWwJi7/Xkk5hXyr7Ly5zqmKZHnmUsFal4XF2VrBnWwfa19EARBEISmpsFN1Fu2bElycjJnzpwhKyuLBQsWsHDhQiZOnFhlX3Nzczw8PAC4du0aly5d4v333weM1THbt28v7evp6QkYK3+WlpZSXFxcpb3s7Gw2btwIgFqtZvXq1dI2d3d3aUW8Xbt2ODo6AtCrVy8KCgpwcnJiyJAhHD16lJ49e1JeXo6joyNxcXGMGzdO+uPCzs4OgOPHj5vEc5eWllJaWkr//v2JjIxEpVIxduxYWrZsWaWfcXFxHDx4EIDbt29z/fp1FAoFcrkcd3d3APr27csPP/xQpzH38vKSxqjyD5tKJSUllJSUMGjQIAB8fX1rDZ3JycnBzc2Nrl27mlxzTXr37k1UVBSrV6/G3d0dNze3OvW7koVchtzwfGFPTY1c/vqu/0bxQ+QlOjz/+PpT+TWmstD1QZ5XfUnzFy6VXkO7jU1j7399EeNg9MLPRYvG/1w05r7Xp8Y0Dg1uog7GCfjgwYMZPHgwvXv3JiUlpdqJuqWlpRSXXlFRgYODA0lJSdW2WVnqvqbPtR1TGYpjZmYm/Qwgk8l48uQJAFOmTGHLli307NlT6m9NaeoNBgNJSUlYWVmZ/H7WrFmMHDmSzMxM/Pz82L59O2+88Ya0PSsri+PHj5OUlIS1tTUajYaysjIA5HK51GeZTIZe/3pWWSsqKqodX3NzcwwGg/S5st/29vYkJyeTmZnJmjVrGDZsGHPnzq3z+SZ36yDyqL/G3Lhf/HyT8nL9a8/P+7rH4XWo/Cbl6euul1Lp1bTb2DTH+6E6YhyM6uW5eNy4nwtxLxiJPOov6OrVq/zyyy/S59zcXDp37gwYV9sfPHhQ7XH29vZotVqys7MBKC8v5/Lly9L29PR0AM6cOUPr1q1p3bp1lfZcXV35+uuvAdi/fz8DBgx4rr67uLhQWFhIWlqatEo9dOhQMjIyuH//PoAUBjJ8+HDi4+NNrhMgPz8fR0dHZs2aRd++fbl27ZrJOUpKSrC1tcXa2pq8vDxycnJq7dezxg3gwIEDgHGMXF1dTba1bt2aNm3acObMGQBSU1MZOHDgM9t1dXXl9OnT3Lhxw+Sau3TpwsWLFwG4cOECN28ai6oUFRVhbW2NWq0mICBA2kcQBEEQBKE5a3Ar6jqdjhUrVlBcXIy5uTndu3cnPDwcAD8/P2bOnEn79u2Ji4szOa5FixZs2LCBFStWUFJSgl6vx9/fHwcHBwBsbW2ZOnWq9DIpGMNZ5s2bx+HDhwkLC+Ovf/0rISEhxMbGSi+TPq/x48eTm5uLra0xXtfBwYHAwEA0Gg0ymYw333yTyMhIQkNDCQ8PR6VSodfrcXNzIzw8nJ07d5KVlYVMJqNXr16MGDHCpP0RI0aQmJiISqXC3t6efv361dqnCRMmEBYWRlxcHBs2bKiy/fHjx0yZMgWDwcDatWurbI+KipJeJu3atas0Lr6+vixbtkx6mbSSUqkkPDycDz/8EIPBQNu2bdm+fTseHh6kpqaiVqtxdnamR48eAFy6dIno6GhkMhkWFhYsX768rsMtCIIgCILQZJlV1BSb0YRoNJpqX3p8GWbPns2MGTMYOnToSz+XYHTvXqkIfXnNoS+3dWV0sqn64vOrNLx7e5ysX28fXrUvfjZ+KzWzz/+9H1Af90N17TY2r/u5aCjEOBjVxzhE7TbWXVk8rXGmdBb3gpEIfWmmiouL8fDwwNLSUkzSBeEVu60rI+tW1cJdgiAIgtCY1Rr64uTkRO/evamoqMDc3JywsLDfVSAoISEBa2trfHx8CA4OltIFvorV7t+GyTyP5ORkzp8/z9KlS5+5X5s2bfjmm29+93l+j9/mJa9Ptf27FBcXs3//fqZNmwYY48xXrlxZbWiN0PR1srF8rauvlSvAgiAIgtCU1DpRt7KyIjU1FTDmu167dq3JS5B1VZdKl43Z76mM+rq9SJ+Li4tJSEiQJuodO3YUk3RBEARBEIR69FyhL6WlpbRp0waABw8e4O/vj6+vLyqVikOHDkn7paSkoFKppAJAYFz9jY2NfWb7T2ccycjIIDg4GDBmJfHy8sLb21uaGD4tKyuLadOm8R//8R9MmDCBpUuXYjAY0Ov1BAcH4+XlhUqlYseOHeTn5+Pr6ysd+8svv0ipFP/xj38wdepUvL29mTx5MqWlpQDcuXOHgIAAxo4dS3R0tEl/169fz5QpU8jOzubEiRP4+PigUqlYsmQJjx8/BuC///u/mTBhAiqViqioKACOHDnClClT8PHxYcaMGfz666/SuC5ZsgSVSoVKpZJW6b/77jt8fX3x9vbG399f6sOVK1fQaDSMGTOGXbt2Sb8PCgpi4sSJeHp6mrzoWdc+V/ryyy+ll2/BWHF11apVrFmzhvz8fNRqNVFRUdy8eVPKdKPX64mKipKuofIbjdGjR6PVGsMTzp07h0ajAeDUqVOo1WrUajU+Pj7SuAuCIAiCIDRnta6oP3r0CLVaTVlZGXfv3mXnzp2AMYf5pk2baNWqFVqtlnfeeYcxY8Zw5cqVaitxvoiYmBhiY2Pp2LFjtYWKwDjJTk9Pp3Pnzvz7v/87f//73/nDH/5AUVERaWlpgHEVuE2bNrRq1Yrc3FycnJxITk7G19eXx48fs2DBAtatW8ef/vQnSktLpRznubm5pKSk0KJFCylcp1OnTiaVUcvKyhg7diw7duzA3t6eRYsW8be//Q0fHx8OHjxIRkYGZmZmUv8HDBjAnj17MDMz48svv+R//ud/CA4OJiYmhlatWrF//34A/vWvfz2z0ue1a9fYtWsXpaWljB8/nnfffRe5XP7M6qW19XnGjBlS+zVVXG3ZsiWXL1+Wvm2pTLUIkJSUxM2bN9m3bx8WFha13gN1qcb6LKIy6eutTNoQXiQVBEEQhKbouUJfsrOzWbx4MWlpaVRUVLB27VpOnz6NTCajqKiIX3/9lZMnT1ZbifNFuLq6EhwczPjx43n77ber3edPf/qTVAnT09OTH3/8kaFDh3Ljxg3+67/+i5EjRzJ8+HDAWJjof//3f1myZAnp6el8+eWXXLt2jfbt2/OnP/0JgFat/u+t3KFDh9K6tbGK1RtvvEFBQQGdOnWqUhn1D3/4A/b29oAxdeHu3bt57733sLS0JDQ0lFGjRjFq1CgACgsLWbBgAXfv3uXx48f84Q/G+N4TJ06YpEi0tbXlyJEjNVb6HDlyJC1atECpVKJUKrl37x7/9m//VmP10rr0+emJuo2NTbUVV5+emP/WiRMnmDp1KhYWFlX6W526VGN9FlGZ9PVWJu1ma8PgzsrXWumtqVTSfF6iMumzNfb+1xcxDkaiMmnj7nt9akzj8Fx51F1dXbl//z5arZbMzEy0Wi3JycnI5XJGjx5NWVlZjZU4n1dl1UqA8PBwzp49y9GjR/Hx8SElJQWFQmGyf3WVR21tbUlNTeX777/nb3/7GwcOHGDVqlV4eHiwadMmhgwZwh//+EcUCgVFRUU1Vit9uhKpubm5VPHzt5VRq2NhYcHevXs5ceIEX3/9NfHx8ezatYsVK1YwY8YMxowZQ1ZWFp999pnUzm/7UVOlz+r69uTJk2dWL61Ln3+ruoqrz/KsyqSV53z637e2aqy1EZVJG0bKrdfZh/JyPXK5eYMYh1dJVCatWUN5Ll43MQ5GojKpuBcqNbb0jM81Uc/Ly0Ov12NnZ0dJSQlt27ZFLpdz8uRJCgoKAOPq89y5c5kxYwYKhYJ//vOfdV5Vb9euHXl5edjb23Po0CFpZTU/Px8XFxdcXFz49ttvKSwsrDJR/8c//sGNGzfo0qULBw4cwM/PD61WS4sWLfDw8KBbt25SzLulpSXDhw9n+fLlrFy5EoCePXty584d/vGPf1QJfamLnj17UlBQwPXr1+nevbtUwfPBgwc8evSIkSNH4uLiwtixYwFjhdGOHTsCxpj+SsOGDSM+Pp7Q0FDAGPri6upKeHg4N27ckEJfnjWmda1eWlOff6uy4urFixf56quvgGdXOx02bBiJiYkMGjRICn2xs7OjS5cunD9/npEjR/L3v/9d2r+yGqujoyM5OTlcu3btuSbqggBwo1j3SrK/uChbM6iD7Us/jyAIgiDUOUYdjCulUVFRmJubo1KpmDNnDhMnTsTJyYmePXsCNVfirIuFCxcye/ZsOnXqhIODAzqdDoDo6GiuX79ORUUFQ4YMoU+fPlWO7devH2vWrOHSpUu4ubnx9ttvc+nSJZYsWYLBYADgP//zP6X9VSoVf//736VwmBYtWrBu3TpWrFjBo0ePsLKyYvv27XXqNxgn/6tWrWL+/Pno9Xr69u3Lu+++yz//+U+CgoKkFeQlS5YAMHfuXObPn0/Hjh1xcXGRQknmzJlDeHg4Xl5eyGQy5s6dy9ixY6ut9FmTulYvranP1fltxVWFQkH//v3x8vLi//2//2fyku+UKVP45Zdf8Pb2xsLCAj8/P9577z3mzp1LaGgon3/+OS4uLtL+tVVjFYSG4rbO+ByLibogCILwKjSJyqRZWVls27aNzz//vM7HxMbGUlJSwkcfffQSe9Z0NOSKq6Iyqfg684ufbyKXmzPjjU4v/TzQcCp2isqkNRPPhZEYByNRmVTcC5WadOhLU/Ef//Ef5OfnSxlshJoVFxczZcoUHB0dG+QkXRAEQRAEoalqEhP1wYMHM3jw4Drvv2nTppfYm6bldVRcFQRBEARBEJ6z4FFj5+TkhFqtxtvbG19fX3766aff1U5CQoL0AmhwcDAZGRkAaDQazp07V2/9rYunz/+03NxcMjMzX2lfBEEQBEEQhPrTJFbU6+rpnPDHjh1j7dq1xMfHP3c7Nb1w2ZDk5uZKGVbq6smTJ1LuczBWGK1M5SgIgiAIgiC8Ws1qRf1ppaWltGnTBoAHDx7g7++Pr68vKpWKQ4cOSfulpKSgUqmk6pwAGzduJDY29pntu7q6Sj9nZGRIqSEPHDiAl5cX3t7eJplSKt25c4dp06ahVqvx8vLizJkzz2wP4Pjx4/zlL3/Bw8ODb7/9lsePH7NhwwbS09NRq9Wkp6ej0+lYsmQJkyZNwsfHR7rG5ORk5s2bR2BgIB988AFZWVloNBoWLlyISqUCICgoiIkTJ+Lp6UlSUpLJNa5btw5vb2/8/Pz49ddfAdBqtXz44YdMmjSJSZMm8eOPP1Y7bl5eXty8eROdTsesWbPw9vbGy8uL9PT0Z46tIAiCIAhCc9CsVtQrU02WlZVx9+5d6WVSS0tLNm3aRKtWrdBqtbzzzjuMGTOGK1eusHnzZhISElAqlfzzn/984T7ExMQQGxtLx44dKS4urrI9LS2N4cOHM2fOHPR6PQ8fPqy1zYKCAuLj48nPz2f69OkcPHiQefPmcf78eZYuXQrA2rVrGTJkCKtWrZJeEP3zn/8MQE5ODl999RV2dnZkZWVx7tw59u/fL1VCjYiIwM7OjkePHjF58mTGjh2LQqFAp9Ph4uLCggULiI6OZs+ePQQFBbFy5Ur8/f1xc3Pj1q1bBAQEcODAgRr7f+zYMTp06MDWrVsBYx7455GYV8i/ysqf65imRJ5nLhWoaa5u68roZmvzurshCIIgCPWqWU3Unw59yc7OZvHixaSlpVFRUcHatWs5ffo0MpmMoqIifv31V06ePMm4ceNQKpUAdS7c9Cyurq4EBwczfvx43n777SrbnZ2dCQkJ4cmTJ7z11ls4OTnV2ub48eORyWT06NGDrl27cvXq1Sr7fP/99xw5coRt27YBxsqgt2/fBowFip6+NmdnZ2mSDhAXF8fBgwcBuH37NtevX0ehUCCXy3F3dwegb9++/PDDD4Bxhf/KlSvS8aWlpZSWltbY/969exMVFcXq1atxd3fHzc2t1mt+moVchtzQvEN05PLmff3dbG0Y3Fn50stCy/MaVgnxmvrzwqXSG9h1/l6Nvf/1RYyD0Qs/Fy0a/3PRmPtenxrTODSrifrTXF1duX//PlqtlszMTLRaLcnJycjlckaPHk1ZWRn1lWK+stgRQHh4OGfPnuXo0aP4+PiQkpJiUmV14MCBxMfHk5mZyaJFiwgICMDHx6fG9gDMzMye+bnShg0bpMJUlc6ePYu1tbXJ72xs/m9lMisri+PHj5OUlIS1tTUajUY6v1wul84lk8nQ642rugaDgaSkpCqVXc3NzaXiU09fh729PcnJyWRmZrJmzRqGDRvG3Llzq72G6kzu1kHkURe5cV/JOFR+c9FQxru6/tRLqfQGdp2/h3gujMQ4GNXLc/G4cT8X4l4wamx51JttjHpeXh56vR47OztKSkpo27YtcrmckydPUlBQAMDQoUPJyMjg/v37AM8V+tKuXTvy8vIwGAwmMe/5+fm4uLgwf/58FAoFhYWFJscVFBTQtm1b/Pz8mDRpEhcuXHhme2CMWTcYDOTn53Pjxg3s7e1p2bIlDx48kPYZPnw48fHx0h8fFy9erNN1lJSUYGtri7W1NXl5eeTk5NR6TOW5KuXm5gLQpUsX6bwXLlyQqrEWFRVhbW2NWq0mICCgzn0TBEEQBEFoyprVinpljDpARUUFUVFRmJubo1KpmDNnDhMnTsTJyUladXZwcCAwMBCNRoNMJuPNN98kMjKyTudauHAhs2fPplOnTjg4OKDT6QCIjo7m+vXrVFRUMGTIEPr06WNy3KlTp4iNjcXCwgIbGxuioqKe2R4YV6Tfe+897t27x6effoqlpSWDBw9m69atqNVqZs+eTVBQEBEREXh7e1NRUUGXLl3qVMl1xIgRJCYmolKpsLe3p1+/frUeExoaSnh4OCqVCr1ej5ubG+Hh4Xh4eJCamoparcbZ2ZkePXoAcOnSJaKjo5HJZFhYWLB8+fI6jbEgvA63dWVS5c7X7baujE42lq+7G4IgCMJLYlZRX/EdgvCa3LtXKkJfxNeZr2Qcvvj5ZoObHLsoWzOog630uT7GofIPkZl9/vBC7bxO4rkwEuNgVB/jELXbWHtl8bT+9dGlV07cC0aNLfSlWa2oC4IgvKhONpaNegIrCIIgNB7NNkZdEARBEARBEBqyBjlR37x5M56enqhUKtRqNWfPngVgx44ddcorXldZWVn89NNP9dZeQ3Xo0CGTdInr16/n+PHjAIwePRqtVlvlmISEBFJSUp7ZbnJyMkVFRdLn0NBQk/MIgiAIgiAIv1+DC33Jzs7m6NGj7Nu3jxYtWqDVaikvNxaz2bVrF97e3lXSCcLvK3d/6tQpbGxs6N+/ccab1dWhQ4cYNWoUvXr1AmD+/Pm1HvPuu+/Wus++fftwcHCgY8eOAKxcufLFOioIgiAIgiBIGtxE/e7duygUClq0aAEgFRvatWsXd+7cwd/fHzs7O+Li4nB1dWXGjBl8//33LF68GCsrKyIjI9HpdCgUClatWkWHDh3QaDT06dOHc+fOUVpaSkREBEqlksTERGQyGV999RVhYWF06tSJkJAQtFotSqWSVatW0blzZ4KDg7G0tOTq1avcunWLVatWsW/fPnJycnBxcSEyMpIvv/ySy5cvExISAsCePXvIy8tjyZIlpKSkEBsbi5mZGY6OjqxevRqtVsuyZcu4desWACEhIQwYMIBTp05JE14zMzPi4+Np1cr0xYOgoCAKCwspKytj+vTpvPPOO4AxN/z06dP59ttvsbKyIiYmhvz8fI4cOcKpU6fYvHkzGzduJCYmhlGjRjFu3DgAYmNjycrKAmDNmjV0796djRs3YmNjQ0BAALm5uSxbtoyHDx/SrVs3IiIiOHHiBOfPn+fjjz/GysqKpKQkZs6cyaJFi3B2dua7775j3bp16PV6FAoFO3fuNGkTwMvLiy1btqBUKvnoo48oLCzEYDAQFBTEhAkTXuZtJgiCIAiC0OA1uIn6sGHD2LRpEx4eHgwdOpQJEyYwaNAgpk+fzo4dO9i5c6c0edfpdDg4ODB//nzKy8vRaDTExMSgVCpJT09n3bp1rFq1CoCHDx+SmJjI6dOnCQkJIS0tjalTp5pMHAMDA/Hx8cHX15e9e/eyYsUKYmJiACguLmbXrl0cPnyYwMBAEhIScHBwYPLkyeTm5uLp6Ym3tzeffPIJcrmc5ORkPv30Uy5fvszmzZtJSEhAqVRKudhXrlyJv78/bm5u3Lp1i4CAAA4cOMC2bdtYunQpAwYM4MGDB1haVs0uERERgZ2dHY8ePWLy5MmMHTsWhUKBTqfDxcWFBQsWEB0dzZ49ewgKCmL06NEmE/PfatWqFXv37iUlJYWIiIgqaRsXLVpEWFgYgwYNYv369Xz22WeEhoaye/duaWL+NK1WS1hYGPHx8XTt2rXW/PPHjh2jQ4cObN26FTDmbn8eiXmF/Kus/LmOaUrkeeZSgZqm6reZTQRBEAShOWhwE/WWLVuSnJzMmTNnyMrKYsGCBSxcuJCJEydW2dfc3BwPDw8Arl27xqVLl3j//fcBY3XM9u3bS/t6enoCxsqfpaWlFBcXV2kvOzubjRs3AqBWq1m9erW0zd3dXVoRb9euHY6OjgD06tWLgoICnJycGDJkCEePHqVnz56Ul5fj6OhIXFwc48aNk/64sLOzA+D48eMm8dylpaWUlpbSv39/IiMjUalUjB07lpYtW1bpZ1xcHAcPHgTg9u3bXL9+HYVCgVwux93dHYC+ffvyww8/1GnMvby8pDGq/MOmUklJCSUlJQwaNAgAX1/fWkNncnJycHNzo2vXribXXJPevXsTFRXF6tWrcXd3x83NrU79rmQhlyE3PF/YU1Mjlzfd679R/BB5iQ7PP9aeaeVll4WW5zWOEuIvXCq9kVxnbRp7/+uLGAejF34uWjT+56Ix970+NaZxaHATdTBOwAcPHszgwYPp3bs3KSkp1U7ULS0tpbj0iooKHBwcSEpKqrbNylL3NX2u7ZjKUBwzMzPpZwCZTMaTJ08AmDJlClu2bKFnz55Sf2tKU28wGEhKSsLKysrk97NmzWLkyJFkZmbi5+fH9u3beeONN6TtWVlZHD9+nKSkJKytrdFoNJSVlQEgl8ulPstkMvT617PKWlFRUe34mpubYzAYpM+V/ba3tyc5OZnMzEzWrFnDsGHDmDt3bp3PN7lbB5FHvQnnxv3i55uUl+trvcZXMQ6V31w05PGul1LpjeA6a9PUn4u6EuNgVC/PxePG/VyIe8GoseVRb3BZX65evcovv/wifc7NzaVz586AcbX9wYMH1R5nb2+PVqslOzsbgPLyci5fvixtT09PB+DMmTO0bt2a1q1bV2nP1dWVr7/+GoD9+/czYMCA5+q7i4sLhYWFpKWlSavUQ4cOJSMjg/v37wNIYSDDhw8nPj7e5DoB8vPzcXR0ZNasWfTt25dr166ZnKOkpARbW1usra3Jy8sjJyen1n49a9wADhw4ABjHyNXV1WRb69atadOmDWfOnAEgNTWVgQMHPrNdV1dXTp8+zY0bN0yuuUuXLly8eBGACxcucPOmsahKUVER1tbWqNVqAgICpH0EQRAEQRCaswa3oq7T6VixYgXFxcWYm5vTvXt3wsPDAfDz82PmzJm0b9+euLg4k+NatGjBhg0bWLFiBSUlJej1evz9/XFwcADA1taWqVOnSi+TgjGcZd68eRw+fJiwsDD++te/EhISQmxsrPQy6fMaP348ubm52Noa42kdHBwIDAxEo9Egk8l48803iYyMJDQ0lPDwcFQqFXq9Hjc3N8LDw9m5cydZWVnIZDJ69erFiBEjTNofMWIEiYmJqFQq7O3t6devX619mjBhAmFhYcTFxbFhw4Yq2x8/fsyUKVMwGAysXbu2yvaoqCjpZdKuXbtK4+Lr68uyZcukl0krKZVKwsPD+fDDDzEYDLRt25bt27fj4eFBamoqarUaZ2dnevToAcClS5eIjo5GJpNhYWHB8uXL6zrcgiAIgiAITZZZRU2xGU2IRqOp9qXHl2H27NnMmDGDoUOHvvRzCUb37pWK0Jcm/HXmFz/f5LaujE42VV+sfppc/vJfqq3sR0OuTFof98MXPxu/7WrI11mbpv5c1JUYB6P6GIeo3ca6K4unNc6UzuJeMBKhL81UcXExHh4eWFpaikm6IDRRnWwscVE2npeQBEEQhMatwYW+vAy/DZN5Gdq0acM333zz0s8jCM1RXVaxxWqRIAiC0NQ0yBX1zZs34+npiUqlQq1Wc/bsWQB27NjBw4cP6+08WVlZ/PTTT/XWXkN16NAhk1SQ69ev5/jx4wCMHj0arVZb5ZiEhARSUlKe2W5ycjJFRUXS59DQUJPzCIIgCIIgCL9fg1tRz87O5ujRo+zbt48WLVqg1WopLzcWs9m1axfe3t5YW1tXOU6v10upGuvq1KlT2NjY0L9/44w3q6tDhw4xatQoevXqBVBrHnSAd999t9Z99u3bh4ODAx07dgSQKqoKgiAIgiAIL67BTdTv3r2LQqGQcpVXFgratWsXd+7cwd/fHzs7O+Li4nB1dWXGjBl8//33LF68GCsrKyIjI9HpdCgUClatWkWHDh3QaDT06dOHc+fOSVlflEoliYmJyGQyvvrqK8LCwujUqRMhISFotVop60vnzp0JDg7G0tKSq1evcuvWLVatWsW+ffvIycnBxcWFyMhIvvzySy5fvkxISAgAe/bsIS8vjyVLlpCSkkJsbKxUMGn16tVotVqWLVvGrVu3AAgJCWHAgAGcOnVKmvCamZkRHx9Pq1amLx4EBQVRWFhIWVkZ01SKb2MAACAASURBVKdP55133gGMaRGnT5/Ot99+i5WVFTExMeTn53PkyBFOnTrF5s2b2bhxIzExMSaVSmNjY8nKygJgzZo1dO/enY0bN0pVW3Nzc6WsL926dSMiIoITJ05w/vx5Pv74Yynry8yZM6WXdr/77jvWrVuHXq9HoVCwc+dOkzbBWGhpy5YtKJVKPvroIwoLCzEYDAQFBTFhwoQ63zOiMmnTrkxalxdJBUEQBKEpanAT9WHDhrFp0yY8PDwYOnQoEyZMYNCgQUyfPp0dO3awc+dOafKu0+lwcHBg/vz5lJeXo9FoiImJQalUkp6ezrp166RUgg8fPiQxMZHTp08TEhJCWloaU6dONZk4BgYG4uPjg6+vL3v37mXFihXExMQAxpdFd+3axeHDhwkMDCQhIQEHBwcmT55Mbm4unp6eeHt788knnyCXy0lOTubTTz/l8uXLbN68mYSEBJRKpZRTfOXKlfj7++Pm5satW7cICAjgwIEDbNu2jaVLlzJgwAAePHiApWXVCUpERAR2dnY8evSIyZMnM3bsWBQKBTqdDhcXFxYsWEB0dDR79uwhKCiI0aNHm0zMf6tVq1bs3buXlJQUIiIi+Pzzz022L1q0iLCwMAYNGsT69ev57LPPCA0NZffu3dVm09FqtYSFhREfH0/Xrl2la67JsWPH6NChA1u3bgWMueKfh6hM2rQrk3aztWFwZ2WdKsk1pmpzL5OoTGrU2PtfX8Q4GInKpI277/WpMY1Dg5uot2zZkuTkZM6cOUNWVhYLFixg4cKF1VYmNTc3x8PDA4Br165x6dIl3n//fcBY+bN9+/bSvp6engAMHDiQ0tJSiouLq7SXnZ3Nxo0bAVCr1axevVra5u7uLq2It2vXDkdHRwB69epFQUEBTk5ODBkyhKNHj9KzZ0/Ky8txdHQkLi6OcePGSX9c2NnZAXD8+HGTeO7S0lJKS0vp378/kZGRqFQqxo4dS8uWLav0My4ujoMHDwJw+/Ztrl+/jkKhQC6X4+7uDkDfvn354Ycf6jTmlcWZPD09q+SOLykpoaSkhEGDBgHG3Om1hc7k5OTg5uZG165dTa65Jr179yYqKorVq1fj7u6Om5tbnfpdSVQmbR4vUTaEyqSNgahMaiTuByMxDkaiMqm4Fyo1tvSMDW6iDsYJ+ODBgxk8eDC9e/cmJSWl2om6paWlFJdeUVGBg4ODSeGdp/22pH11Je6fdUxlKI6ZmZn0M4BMJuPJkycATJkyhS1bttCzZ0+pvzWlqTcYDCQlJWFlZWXy+1mzZjFy5EgyMzPx8/Nj+/btvPHGG9L2rKwsjh8/TlJSEtbW1mg0GsrKygCQy+VSn2UyGXr96wmHqKioqHZ8zc3NMRgM0ufKftvb25OcnExmZiZr1qxh2LBhzJ0795X1VxAEQRAEoSFqcFlfrl69yi+//CJ9zs3NpXPnzkDNJevBONnTarVkZ2cDUF5ezuXLl6Xt6enpAJw5c4bWrVvTunXrKu25urry9ddfA7B//34GDBjwXH13cXGhsLCQtLQ0aZV66NChZGRkcP/+fQApDGT48OHEx8ebXCdAfn4+jo6OzJo1i759+3Lt2jWTc5SUlGBra4u1tTV5eXnk5OTU2q9njRvAgQMHAOMYubq6mmxr3bo1bdq04cyZMwCkpqYycODAZ7br6urK6dOnuXHjhsk1d+nShYsXLwJw4cIFbt40FlUpKirC2toatVpNQECAtI8gCIIgCEJz1uBW1HU6HStWrKC4uBhzc3O6d+9OeHg4AH5+fsycOZP27dtXyY3eokULNmzYwIoVKygpKUGv1+Pv74+DgwMAtra2TJ06VXqZFIzhLPPmzePw4cOEhYXx17/+lZCQEGJjY6WXSZ/X+PHjyc3NxdbWFgAHBwcCAwPRaDTIZDLefPNNIiMjCQ0NJTw8HJVKhV6vx83NjfDwcHbu3ElWVhYymYxevXoxYsQIk/ZHjBhBYmIiKpUKe3t7+vXrV2ufJkyYQFhYGHFxcWzYsKHK9sePHzNlyhQMBgNr166tsj0qKkp6mbRr167SuPj6+rJs2TLpZdJKSqWS8PBwPvzwQwwGA23btmX79u14eHiQmpqKWq3G2dmZHj16AHDp0iWio6ORyWRYWFiwfPnyug63IAiCIAhCk2VWUVNsRhOi0WiqfenxZZg9ezYzZswQ1UlfoXv3SkWMuog7FOPw/6uPcfjiZ+O3XbUVmWrIxP1gJMbBqD7GIWq3se7K4mmNM6WzuBeMGluMeoMLfWmsiouL8fDwwNLSUkzSBUEQBEEQhBfWLCbqcXFxdV5Nd3JyQq1W4+3tja+vb50rl7Zp04ZvvvlGCi15urJncHAwGRkZgHF1/9y5c7/jKn6/mzdvSjHzWVlZzJ49G4DDhw9LKRFfhWdVSBUEQRAEQRBMNbgY9dfNysqK1NRUwJjfe+3atSYvfdZVXSp7vm5jxoxhzJgxr+RcT548+V0VUgVBEARBEJorMVF/htLSUtq0aQPAgwcPCAoKori4mCdPnjB//nzeeustgGorj/62Cmd1XF1dpSw1GRkZHD16lMjISA4cOMCmTZuQyWS0bt2a3bt3mxz30Ucf4evry8iRIwHjir27uzt//OMfWbRoEQ8fPgQgLCyM/v1rjqVLTk7m/PnzLF26tNpzJicnc+jQIQwGA5cuXeKDDz6gvLyc1NRUWrRowdatW7Gzs6u2cqmtrS0ajYb/j717j4uyzP8//pqBkYMiMKatmhkmKqZLJJ6Cn6mpqJxEETuI2JLH76bruiniqsVDQbS0dIW2XTxBKeoiJqF9tdTVLMhSV4u+Gp4VT2EBIgPMzO+PWe5Azjqc5PN8PHo8YOa+r/tzX9xjFzfXfb3d3Nz47rvv8PDwqDIh9Z133uGLL77AwsICT09P5s+f/+A/OCGEEEKIR4AM1O9TUFCAv78/Op2OW7dusWnTJsC0Zvu6deto1aoV2dnZTJgwgRdffJGffvqpwuTRhxETE0NcXByPP/54hcFM3t7epKam8sILL1BYWMhXX33FW2+9hdFoZMOGDVhZWXHhwgX+/Oc/k5SU9FDHPHv2LDt37qSwsJDhw4fzl7/8RUkwTU5OZvLkyZUml4Jp7n7JXyQuXrxYYULqL7/8wr59+9i7dy8qlarCc67K1szr/KorqtU+jxJNpoUSUFPCVWtHv3b2DVSREEIIIcxBBur3KT315fjx48yfP5+UlBSMRiOrVq3im2++Qa1Wc+PGDW7fvs3XX39dYfLow3BzcyMsLIxRo0YxfPjwcu8PGjSIpUuXUlhYyL///W/c3d2xtrYmNzeXiIgIfvzxR9RqdZn16B/0mP3796dVK9MTynZ2dgwdOhQwpYn+3//9X7XJpaNHj6722K1atcLKyoqFCxcyePBgBg8eXOO6ASw1ajQGi1rt86jRaH47/8s599Dk5uP9TNNdseNBNaVY6Lr00FHpmU0/Kh2afv3mIv1g8tCfixZN/3PRlGs3p6bUDzJQr4Kbmxt37twhOzubQ4cOkZ2dTVJSEhqNhqFDh6LT6SpNHq2tkpROgIiICE6ePMnBgwcZM2YMycnJODo6Ku9bWVnRr18/Dh8+zJ49e/D29gZg48aNPPbYY+zatQuDwcDvf//7Gh+/omMC5VJYNRqN8nVNkk9tbGyq3cbS0pIdO3bw1Vdf8emnn5KQkMDmzZtrXHvgk+1kecZSS03948crFBXpm90yXLL0mIlZotKLmnZUOsj1UEL6wcQsn4vCpv25kGvBRJZnfIRkZmai1+txcHAgNzeXNm3aoNFo+Prrr7l69SpQefJoTTz22GNkZmZiMBjYv3+/8vqlS5dwdXVl9uzZODo6cv369XL7ent7k5SUxLFjx/D09ARMqaVt27ZFrVaza9euGg2ka3PMilSVXHq/ypJM7969S25uLi+88ALh4eH8+OOPNa5bCCGEEOJRJXfU71MyRx3AaDQSHR2NhYUFvr6+zJgxg7Fjx+Li4kKXLl2AypNHa2Lu3LlMmzaN9u3b4+zsTH5+PgArVqzg4sWLGI1GBgwYQI8ePcrt6+Hhwfz58xk6dKhy1/uVV17hjTfeYO/evfTv3x9bW9san3dFx8zIyKjRvpUll96vsoTUkgd1S/6qsGDBghrXLYQQQgjxqGoWyaTi0SbJpOWnvmTl62hva1Wrdpr6A6jyZ10TSSY1kevBRPrBRJJJ5VooIVNfhBBNTla+jpPZ8g+4EEII0ZjI1BchHkHtba1qdTe05A6qEEIIIRqPZnVH3cXFBX9/f/z8/AgICOC77757oHa2bNmirIoSFhbG3r17AQgODubUqVNmq7cmSh+/tIyMDA4dOlSvtQghhBBCCPNpVnfUS6+RfvjwYVatWqWE8dTGyy+/bO7SzC4jI4PTp08r6aU1UVxcjKXlb5eEXq/HwqJ5r08uhBBCCNFQmtUd9dLy8vJo3bo1YFp1JCQkhICAAHx9fcsslZicnIyvry9+fn68+eabAKxdu5a4uLgq23dzc1O+3rt3L2FhYQDs2bMHHx8f/Pz8ePXVV8vtd/PmTV599VX8/f3x8fFRlj2srD2Ao0eP8sorr+Dl5cWBAwcoLCxkzZo1pKam4u/vT2pqKvn5+SxYsIBx48YxZswY5RyTkpKYNWsW06dP5w9/+ANpaWkEBwczd+5cfH19AZg5cyZjx47F29ubxMTEMue4evVq/Pz8CAoK4vbt2wBkZ2fzxhtvMG7cOMaNG8e3335bYb/5+Phw5coV8vPzmTp1Kn5+fvj4+JCamlpl3wohhBBCNAfN6o56ydKLOp2OW7dusWnTJsAUILRu3TpatWpFdnY2EyZM4MUXX+Snn34iNjaWLVu2oNVqa7VGemViYmKIi4vj8ccfJycnp9z7KSkpeHp6MmPGDPR6Pffu3au2zatXr5KQkMClS5eYNGkS+/btY9asWZw+fZrFixcDsGrVKgYMGEBUVBQ5OTmMHz+e559/HoATJ07wySef4ODgQFpaGqdOnWL37t106tQJgMjISBwcHCgoKCAwMJARI0bg6OhIfn4+rq6uzJkzhxUrVrBt2zZmzpzJsmXLCAkJwd3dnWvXrhEaGsqePXsqrf/w4cO0a9eODz/8EDCtB18bWzOv86uuqFb7PEo0mRZKQA3wQCu+CCGEEKLxaVYD9dJTX44fP878+fNJSUnBaDSyatUqvvnmG9RqNTdu3OD27dt8/fXXjBw5Eq1WC4CDg8ND1+Dm5kZYWBijRo1i+PDh5d7v3bs34eHhFBcXM2zYMFxcXKptc9SoUajVap566ik6derEuXPnym1z5MgRvvjiC9avXw+YklCzsrIA05rspc+td+/eyiAdID4+nn379gGQlZXFxYsXcXR0RKPRMGTIEAB69erFl19+CZju8P/000/K/nl5eeTl5VVaf7du3YiOjmblypUMGTIEd3f3as+5NEuNGo2heU/R0Wh+O/8n7W3p30Fbq4hkiYx/tDx0VLpcD48U6QeTh/5ctGj6n4umXLs5NaV+aFYD9dLc3Ny4c+cO2dnZHDp0iOzsbJKSktBoNAwdOhSdToe5lpgvCfIBiIiI4OTJkxw8eJAxY8aQnJyMo6Oj8n7fvn1JSEjg0KFDzJs3j9DQUMaMGVNpewAqlarK70usWbNGCWoqcfLkSWxsbMq8VjooKS0tjaNHj5KYmIiNjQ3BwcHK8TUajXIstVqtJKEaDAYSExOxtrYu066FhQUGg6HceTg5OZGUlMShQ4d499138fDw4I9//GOF51CRwCfbyTrqFawJW5t1YouK9GTl64g8/FvIVVNbV13WCDYxS1R6UdOOSge5HkpIP5iY5XNR2LQ/F3ItmMg66k1EZmYmer0eBwcHcnNzadOmDRqNhq+//pqrV68CMHDgQPbu3cudO3cAajX15bHHHiMzMxODwVBmzvulS5dwdXVl9uzZODo6cv369TL7Xb16lTZt2hAUFMS4ceP4/vvvq2wPTHPWDQYDly5d4vLlyzg5OdGyZUvu3r2rbOPp6UlCQoLyy8cPP/xQo/PIzc3F3t4eGxsbMjMzOXHiRLX7lByrREnCaceOHZXjfv/991y5YloS8MaNG9jY2ODv709oaGiNaxN1R9ZVF0IIIRpes7qjXjJHHcBoNBIdHY2FhQW+vr7MmDGDsWPH4uLiotx1dnZ2Zvr06QQHB6NWq+nZsyfLly+v0bHmzp3LtGnTaN++Pc7OzuTn5wOwYsUKLl68iNFoZMCAAfTo0aPMfunp6cTFxWFpaYmtrS3R0dFVtgemO9ITJ07k559/5u2338bKyor+/fvz4Ycf4u/vz7Rp05g5cyaRkZH4+flhNBrp2LEjf//736s9j0GDBrF161Z8fX1xcnLi2WefrXafhQsXEhERga+vL3q9Hnd3dyIiIvDy8mLXrl34+/vTu3dvnnrqKQDOnDnDihUrUKvVWFpa8tZbb9Woj4V5lV57XdZVF0IIIRqeymiu+R1CNJCff86TqS9mjoxvihHy8mddk7q4HpoiuR5MpB9MzNEP0R+Zslfmv/qcOUqqd3ItmMjUFyGEEEIIIcRDk4G6EEIIIYQQjVCjHKjHxsbi7e2Nr68v/v7+nDx5EoCNGzfWaF3xmkpLS+O7774zW3uN1f79+8ssl/j+++9z9OjRB2prypQpFa7/XpMQKCGEEEIIUXON7mHS48ePc/DgQXbu3EmLFi3Izs6mqMgUZrN582b8/PzKLScIDxZ3n56ejq2tLc891zTnm9XU/v37GTx4MF27dgVg9uzZD9zWP/7xD3OVJYQQQgghqtDoBuq3bt3C0dGRFi1aAChhQ5s3b+bmzZuEhITg4OBAfHw8bm5uTJ48mSNHjjB//nysra1Zvnw5+fn5ODo6EhUVRbt27QgODqZHjx6cOnWKvLw8IiMj0Wq1bN26FbVazSeffMKiRYto37494eHhZGdno9VqiYqKokOHDoSFhWFlZcW5c+e4du0aUVFR7Ny5kxMnTuDq6sry5cvZvn07Z8+eJTw8HIBt27aRmZnJggULSE5OJi4uDpVKRffu3Vm5ciXZ2dksWbKEa9euARAeHk6fPn1IT09n2bJlgGk99ISEBFq1KvvgwcyZM7l+/To6nY5JkyYxYcIEwLQ2/KRJkzhw4ADW1tbExMRw6dIlvvjiC9LT04mNjWXt2rXExMQwePBgRo4cyVdffUV0dDR6vZ5evXrx9ttvo9PpCAwMJDY2li5duvDnP/+ZAQMGEBQUxNChQ9mxYwdarZbY2FiSk5Np3749Wq2WZ555Rjn3xMREioqK6Ny5MytWrMDGxoawsDBatWrF6dOnuXXrFm+++SYjR47k5s2bzJkzh7y8PPR6PW+99VatQo8kmbRsMumDkDRTIYQQovFpdAN1Dw8P1q1bh5eXFwMHDmT06NH069ePSZMmsXHjRjZt2qQM3vPz83F2dmb27NkUFRURHBxMTEwMWq2W1NRUVq9eTVRUFAD37t1j69atfPPNN4SHh5OSksJLL72Era0toaGhAEyfPp0xY8YQEBDAjh07WLp0KTExMQDk5OSwefNmPv/8c6ZPn86WLVtwdnYmMDCQjIwMvL298fPz480330Sj0ZCUlMTbb7/N2bNniY2NZcuWLWi1WmUt9mXLlhESEoK7uzvXrl0jNDSUPXv2sH79ehYvXkyfPn24e/cuVlblB0+RkZE4ODhQUFBAYGAgI0aMwNHRkfz8fFxdXZkzZw4rVqxg27ZtzJw5k6FDhyoD89J0Oh1hYWFs3LgRJycn5s2bx8cff8zkyZNZvHgxCxYsYNKkSfz6668EBQWV2ff06dOkpqaSnJyMXq8nICBAGagPHz5c2X716tXs2LGD4OBgAG7evMnHH3/MuXPnmDFjBiNHjiQlJQVPT09mzJiBXq+v9fQmSSYtm0z6IO5PM22qyZRNrd66IsmkJk29fnORfjCRZNKmXbs5NaV+aHQD9ZYtW5KUlMSxY8dIS0tjzpw5zJ07l7Fjx5bb1sLCAi8vLwDOnz/PmTNneO211wBTOmbbtm2Vbb29vQFT8mdeXl6F86yPHz/O2rVrAfD392flypXKe0OGDFHuiD/22GN0794dgK5du3L16lVcXFwYMGAABw8epEuXLhQVFdG9e3fi4+MZOXKk8suFg4MDAEePHi0zbzwvL4+8vDyee+45li9fjq+vLyNGjKBly5bl6oyPj2ffvn0AZGVlcfHiRRwdHdFoNAwZMgSAXr168eWXX1bZ1+fPn+eJJ57AyckJgICAAD766CMmT56Mh4cHe/fuJSIigl27dpXb99ixYwwbNkyZhjR06FDlvbNnz/Lee++Rm5vL3bt38fT0VN4bNmwYarWarl27cvv2bQB69+5NeHg4xcXFDBs2DBcXlyrrvp8kk5pvqamSdppiMqUsPWYiyaQmcj2YSD+YSDKpXAslmtryjI1uoA6mAXj//v3p378/3bp1Izk5ucKBupWVlTIv3Wg04uzsTGJiYoVtlkTdV/Z9dfuUTMVRqVTK1wBqtZri4mIAxo8fzwcffECXLl2Ueitbpt5gMJCYmIi1tXWZ16dOncoLL7zAoUOHCAoKYsOGDTz99NPK+2lpaRw9epTExERsbGwIDg5Gp9MBoNFolJrVajV6fdXTIapaQt9gMJCZmYmVlRW//PILv/vd78ptU1kfhoWFERMTQ48ePUhKSiI9PV15r3Tflejbty8JCQkcOnSIefPmERoaypgxY6qsXQghhBDiUdfoVn05d+4cFy5cUL7PyMigQ4cOgOlu+927dyvcz8nJiezsbI4fPw5AUVERZ8+eVd5PTU0FTHeC7ezssLOzK9eem5sbn376KQC7d++mT58+tard1dWV69evk5KSgo+PDwADBw5k79693LlzB0CZ+uLp6UlCQkKZ8wS4dOkS3bt3Z+rUqfTq1Yvz58+XOUZubi729vbY2NiQmZnJiRMnqq2rsn7r0qULV69e5eLFiwDs2rWLvn37AqYVdp5++mlWrVpFeHi48kBvib59+7Jv3z4KCgrIy8vjwIEDynt3796lbdu2FBUVsXv37mrru3r1Km3atCEoKIhx48bx/fffV7uPEEIIIcSjrtHdUc/Pz2fp0qXk5ORgYWFB586diYiIACAoKIgpU6bQtm1b4uPjy+zXokUL1qxZw9KlS8nNzUWv1xMSEoKzszMA9vb2vPTSS8rDpGCazjJr1iw+//xzFi1axF//+lfCw8OJi4tTHiatrVGjRpGRkYG9vT0Azs7OTJ8+neDgYNRqNT179mT58uUsXLiQiIgIfH190ev1uLu7ExERwaZNm0hLS1OmhwwaNKhM+4MGDWLr1q34+vri5OTEs88+W21No0ePZtGiRcTHx7NmzRrldSsrK6Kiopg9e7byMOnLL7/M+fPn2b59O9u3b6dVq1b07duX2NhYZs2apez7zDPPMHr0aPz9/enYsWOZX2pmz57N+PHj6dixI926dav0l6sS6enpxMXFYWlpia2tLdHR0TXqayGEEEKIR5nKWNX8h0dEcHAw8+bNo3fv3nV+rGnTpjF58mQGDhxY58cSJj//nCdz1M08364pRsjL/EsTc/RDU/z530+uBxPpBxNz9EP0R6bclfmvNs0lneVaMGlqc9Qb3dSXpionJwcvLy+srKxkkC6EEEIIIR5ao5v6UhfunyZTF1q3bs1nn31W58cRQgghhBDNQ7MYqIuGV1BQwOuvv86mTZvo1asX3bp1A6B9+/Z88MEHAMyZM4fZs2fz1FNPNWClokRWvk6ZAlFbrlo7+rWzN3NFQgghRPMiA3VRL/71r38xfPhwLCwssLa2rnBt9pdffpl//vOfLF26tAEqFOaSlW9aLlQG6kIIIcTDkYG6qBe7d+/mnXfeqXIbd3d3wsLCKC4uxtKy5pfm1szr/Korqn5DMzIaDBiMBsAIqFCpVKjVFhgMeowGA6gAVFhYWGAwGMq8plarUanM83iIq9YO7zpKWGtva/VADxM+6F14IYQQQpQlA3VR5woLC7l8+TJPPGEa9Ol0OsaOHYulpSVTp05l2LBhgCmkqXPnzvz444/06tWrxu1batRoDBZ1UntFDAYDhXq9aQBuNP53kK4GVKaButGI0WBErVJhUJUM6n97zaiCFi00D13H5Zx7aHLz8cb8ccgPEyHfkPHzTSkWui49dFR6A/4Mzamp128u0g8mD/25aNH0PxdNuXZzakr9IAN1Uefu3LmDnd1vH4oDBw7w+OOPc/nyZUJCQujWrRtPPvkkAFqtlps3b9aq/cAn2zXI8owqlQqVCozG31JeVarfEltLXq/oNXP4x49X6izq/WHabaj4eVl6zMQsUelFerLydUQezqh0m8b+HIJcDybSDyZm+VwUNsy/beYi14KJLM8oxH2sra0pLCxUvn/88ccB6NSpE/369eOHH35Q3issLMTa2rrea3wQRqMRg8FYZuBtNILBUPb1il4ToinLytdxMlv+hy+EEHVN7qiLOmdvb49er0en01FQUICNjQ0tWrQgOzub7777jtdff13Z9sKFC3Tt2rUBqxVCQNXPKMhzCEIIUT9koC7qhYeHB99++y3W1tYsWbIElUqF0WhkypQpysD89u3bWFlZ0a5duwauVgghhBCi4clAXdSLiRMnsmHDBlauXMnu3bsr3CYlJYUJEybUc2VNW1a+jpVfn1HmhddEY59bLIQQQggTmaMu6kXPnj3p378/en3lA0o7OzsCAgLqsarmR+YWCyGEEE2H3FEX9SYwMLDK98eNG1dPlTw62tta8eaAbjV+gl3mFgshhBBNh9xRF/WioKCAiRMncvr0aSZMmIC3tze+vr6kpqYq28yZM4cLFy40XJFCCCGEEI2IDNRFvfjXv/7F8OHDadmyJdHR0Xz66af885//JDIykpycHABefvll/vnPfzZwpUIIIYQQjYNMfRH1Yvfu3bzzzjtKOimY1lPXarVkZ2fT8Eft3AAAIABJREFUunVr3N3dCQsLo7i4GEvLml+aWzOv86uuqC7KbtSy8nW0t7Vq6DKEEEIIUUdkoC7qXGFhIZcvXy4zSAf4z3/+Q1FRkZJKqlar6dy5Mz/++CO9evWqcfuWGjUag4VZa24KnrS3pX8HLVDzOOSaRsM/TIR8Q8bPN6VY6Lr00FHp1fwMG/JnXBuNvb76Iv1g8tCfixZN47qvSlOu3ZyaUj/IQF3UuTt37mBnV/ZDcfPmTd58802io6NRq3+bgaXVarl582at2g98sh0GQ/NO/Kzpw6QlyzhWt31NtzP3vg9D4rFNzBKVXs3PsKF+xrUh14OJ9IOJWT4XhY3/uq+KXAsmDdkParWKNm1a1WofGaiLOmdtbU1hYaHyfV5eHtOmTeNPf/oTzz77bJltCwsLsba2ru8Sm5WsfF21q7/ItBohhBCi4clAXdQ5e3t79Ho9Op0OlUrF//zP/+Dv78+oUaPKbXvhwgUlqVQ0nPa2Vrhqm86fBoUQQohHkQzURb3w8PDg22+/5datWxw7doxffvmFnTt3ArB8+XJcXFy4ffs2VlZWtGvXroGrfbS1t7ViSo8nqt9QCCGEEA1KBuqiXkycOJENGzawcuVK/P39K9wmJSWFCRMm1HNlQgghhBCNkwzURb3o2bMn/fv3R6/XY2FR8QotdnZ2lQ7iRdNSk3nw5uKqtaNfO/t6OZYQQghRnyTwSNSLgoICkpOTSU9Px9/fX/mvd+/e7N+/H4AjR45w5YpE3Iuay8rXcTJbVjEQQgjxaJI76qJelCSTDhw4kF27dgHwyy+/MGLECDw8PIDfkkmXLl3akKUKM6ivefD1dddeCCGEaAhyR13Ui927d/Piiy+Wee2zzz7j//2//4eNjQ0A7u7uHD16lOLi4oYoscYsLNRYWqqxtLTA0lKNhYUKtVpV6jXTfxqNRanv1ajVqhq0pb6vLdNrqvK7CiGEEOIRJ3fURZ2rLJn0008/5bXXXlO+f9Bk0q2Z1/lVV2S2eqtiNBoo1OnQGwwYjUZUKhWWlpZYWFhQWFiIwWAAQK1SYWFhgV6vx2A0olar0GhaYGmpKd0aOp0OvV6P0WhApVKj0WjAaKS4uBiD0YgKUFuosbKyRqWq+PdqTaaFEkBTHVkfXQghhGg6ZKAu6lxlyaRnzpzB09OzzOsPkkxqqVGjMVT8gKr5WdCihUYZkKsA1X+TVa2sWmA0mhJSVSoVKsBQ+vsKbotrNJYYDQaM97VlNBqVtkont1ZGo6nZ+T9pb0v/Dto6jU+uz3j5+4/VlGKh69JDR6VX8zOsz5/xw2js9dUX6QeTh/5ctGga131VmnLt5tSU+kEG6qLO3Z9MCrBnzx6GDx9uuoNcyoMkkwY+2Q6DwfjQdTZVDxKHXJfxyfUZL1/6WBKPbWKWqPRqfob1+TN+UHI9mEg/mJjlc1HY+K/7qsi1YNKQ/aBWq2jTplXt9qmjWoRQlE4mLfHpp5/i7e1dbltJJhVCCCGEMJGBuqgXJcmkAFeuXCErK4t+/fqV2UaSSYUQQgghfiMDdVEvJk6cyM6dOwF44oknOHz4cLm515JMKoQQQgjxGxmoi3pROpm0MnZ2dgQEBNRjVUIIIYQQjZc8TCrqTWBgYJXvjxs3rp4qEUIIIYRo/OSOujCbgoICJk6ciF6vJzQ0FHd3d6ZNm1Zmm7lz5+Ll5YWPjw8LFiygqMi0/vmBAwdYs2ZNQ5QthBBCCNEoyUBdmM2//vUvhg8fjoWFBa+//jorVqwot42fnx979+5l9+7d6HQ6tm/fDsDgwYP54osvuHfvXn2XLYQQQgjRKMnUF2E2u3fv5p133gFg4MCBpKWlldvmhRdeUL7+/e9/z40bNwBTIFC/fv04cOAAo0ePrtVxPzp7hRxdMRZqCyU4yGA0YPxvKJHxv+0bjQaMRlNqqEqtUpI+jUYjhv8mjarVKjCa9impy/TQ63/3Lwkn+m+AUUkwUUlYUWXpodUqqYHf2lKr1NRkdXjPe21xsZG0USGEEOJRIwN1YRaFhYVcvnyZJ554okbbFxUVsWvXLhYuXKi81qtXL7799ttaD9QNxcXo9cVYqFVoNBr0xcXoi4ow/HfwixElFdRgMKBSq7C0tMTC4rdBenFRMQajAUtLS+WBV7VajVqlAktLNBoNOl2xMqBXYRrMW1hYoNfrTQN6o5oWLVpgYVG7lFSj0YhOp0Ov15vaVqlQG1RYWFlhWU1bl3PukXYtm0EDutXqmHVJkkkbniSTmjT2+uqL9IOJJJM27drNqSn1gwzUhVncuXMHO7uaX/hvv/027u7uuLu7K6+1adOGmzdv1vrYIc84YTAYy6STmu54l3yN6U662vSC6S44yvZqtWlb0x3ykhaMytcl25VsU9Lef+/VK9+XtPugSuoz1Whqrzr/+PEK0LiS8iSZtGFJMqmJXA8m0g8mkkwq10KJppZMKgN1YRbW1tYUFhbWaNu//e1vZGdn87e//a3M6zqdDiur2k/huH+QDhUPmu/fpvzrVQ+MKx48P8TIvNI6hBBCCCFkoC7MxN7eHr1eX+1ge/v27Rw5coSNGzeWCzy6cOEC3bo1nikcQgghhBANSVZ9EWbj4eHBt99+C8Arr7zC7Nmz+eqrrxg0aBCHDx8GYMmSJdy+fZsJEybg7+9f5q56WlpamYdNhRBCCCGaM7mjLsxm4sSJbNiwgeeff56PP/64wm1++OGHCl+/ffs2BQUFdO/evS5LfCRdzslX5qo3Bln5Otrb1t8qNFn5Ov7x4xU0mRbK3On7uWrt6NfOvt5qEkIIIcxB7qgLs+nZsyf9+/dXVk2pjWvXrhEWFlYHVYn61t7WCldt43miPitfx8lseYBKCCFE09Mo76jHxsaSkpJiWh5PrSYiIgJXV1c2btzIhAkTsLGxMctx0tLS0Gg0PPfcc2Zpr7Hav38/Tz31FF27dgXg/fffp2/fvjz//PO1bmvKlCm8++67tG7duszra9euxdbWltDQ0Aeq8fe///0D7SegU2tbJj/dvqHLaDDtba2Y0uOJSp/kb0x/bRBCCCFqo9EN1I8fP87BgwfZuXMnLVq0IDs7W4mZ37x5M35+fhUO1PV6fa3Xr05PT8fW1rZZDNQHDx6sDNRnz579wG394x//MFdZQgghhBCiCo1uoH7r1i0cHR1p0aIFAFqtFjAN0m/evElISAgODg7Ex8fj5ubG5MmTOXLkCPPnz8fa2prly5eTn5+Po6MjUVFRtGvXjuDgYHr06MGpU6fIy8sjMjISrVbL1q1bUavVfPLJJyxatIj27dsTHh5OdnY2Wq2WqKgoOnToQFhYGFZWVpw7d45r164RFRXFzp07OXHiBK6urixfvpzt27dz9uxZwsPDAdi2bRuZmZksWLCA5ORk4uLiUKlUdO/enZUrV5Kdnc2SJUu4du0aAOHh4fTp04f09HSWLVsGmNbsTkhIoFWrsmtuzpw5k+vXr6PT6Zg0aRITJkwAwM3NjUmTJnHgwAGsra2JiYnh0qVLfPHFF6SnpxMbG8vatWuJiYlh8ODBjBw5kq+++oro6Gj0ej29evXi7bffRqfTERgYSGxsLF26dOHPf/4zAwYMICgoiKFDh7Jjxw60Wi2xsbEkJyfTvn17tFotzzzzjHLuiYmJFBUV0blzZ1asWIGNjQ1hYWG0atWK06dPc+vWLd58801GjhzJzZs3mTNnDnl5eej1et56660y66sLIYQQQjRHjW6g7uHhwbp16/Dy8mLgwIGMHj2afv36MWnSJDZu3MimTZuUwXt+fj7Ozs7Mnj2boqIigoODiYmJQavVkpqayurVq4mKigLg3r17bN26lW+++Ybw8HBSUlJ46aWXykzXmD59OmPGjCEgIIAdO3awdOlSYmJiAMjJyWHz5s18/vnnTJ8+nS1btuDs7ExgYCAZGRl4e3vj5+fHm2++iUajISkpibfffpuzZ88SGxvLli1b0Gq1/PLLLwAsW7aMkJAQ3N3duXbtGqGhoezZs4f169ezePFi+vTpw927dytc6jAyMhIHBwcKCgoIDAxkxIgRODo6kp+fj6urK3PmzGHFihVs27aNmTNnMnToUGVgXppOpyMsLIyNGzfi5OTEvHnz+Pjjj5k8eTKLFy9mwYIFTJo0iV9//ZWgoKAy+54+fZrU1FSSk5PR6/UEBAQoA/Xhw4cr269evZodO3YQHBwMwM2bN/n44485d+4cM2bMYOTIkaSkpODp6cmMGTPQ6/Xcu3evVtfM1szr/KorqtU+j4qsfB1P2ts2dBlCCCGEqAONbqDesmVLkpKSOHbsGGlpacyZM4e5c+cyduzYcttaWFjg5eUFwPnz5zlz5gyvvfYaYIqKb9u2rbKtt7c3AH379iUvL4+cnJxy7R0/fpy1a9cC4O/vz8qVK5X3hgwZotwRf+yxx5TVSbp27crVq1dxcXFhwIABHDx4kC5dulBUVET37t2Jj49n5MiRyi8XDg4OABw9epSffvpJaT8vL4+8vDyee+45li9fjq+vLyNGjKBly5bl6oyPj2ffvn0AZGVlcfHiRRwdHdFoNAwZMgSAXr168eWXX1bZ1+fPn+eJJ57AyckJgICAAD766CMmT56Mh4cHe/fuJSIigl27dpXb99ixYwwbNkyZhjR06FDlvbNnz/Lee++Rm5vL3bt38fT0VN4bNmwYarWarl27cvv2bQB69+5NeHg4xcXFDBs2DBcXlyrrvp+lRo3GULtpT4+KJ+1t6d9B26TikM3p/ij7ivqhqcTdm9NDR6VX02dNpU8be331RfrB5KE/Fy2axnVflaZcuzk1pX5odAN1MA3A+/fvT//+/enWrRvJyckVDtStrKyUeelGoxFnZ2cSExMrbFOlUlX5fXX7lEzFUalUytcAarWa4uJiAMaPH88HH3xAly5dlHori4E3GAwkJiZibW1d5vWpU6fywgsvcOjQIYKCgtiwYQNPP/208n5aWhpHjx4lMTERGxsbgoOD0el0AGg0GqVmtVpd7eorVUXUGwwGMjMzsbKy4pdffuF3v/tduW0q68OwsDBiYmLo0aMHSUlJpKenK++V7rsSffv2JSEhgUOHDjFv3jxCQ0MZM2ZMlbWXFvhku2ad6tmcY6FLR9lX1g9NIe7enMwSlV5NnzWFPm3On4vSpB9MzPK5KGz8131V5Fowach+UKtVtGnTqvoNS+9TR7U8sHPnznHhwgXl+4yMDDp06ACY7rbfvXu3wv2cnJzIzs7m+PHjABQVFXH27Fnl/dTUVMB0J9jOzg47O7ty7bm5ufHpp58CsHv3bvr06VOr2l1dXbl+/TopKSn4+PgAMHDgQPbu3cudO3cAlKkvnp6eJCQklDlPgEuXLtG9e3emTp1Kr169OH/+fJlj5ObmYm9vj42NDZmZmZw4caLauirrty5dunD16lUuXrwIwK5du+jbty8AGzdu5Omnn2bVqlWEh4crD/SW6Nu3L/v27aOgoIC8vDwOHDigvHf37l3atm1LUVERu3fvrra+q1ev0qZNG4KCghg3bhzff/99tfsIIYQQQjzqGt0d9fz8fJYuXUpOTg4WFhZ07tyZiIgIAIKCgpgyZQpt27YlPj6+zH4tWrRgzZo1LF26lNzcXPR6PSEhITg7OwOmiPuXXnpJeZgUTNNZZs2axeeff86iRYv461//Snh4OHFxccrDpLU1atQoMjIysLc3has4Ozszffp0goODUavV9OzZk+XLl7Nw4UIiIiLw9fVFr9fj7u5OREQEmzZtIi0tTZkeMmjQoDLtDxo0iK1bt+Lr64uTkxPPPvtstTWNHj2aRYsWER8fz5o1a5TXraysiIqKYvbs2crDpC+//DLnz59n+/btbN++nVatWtG3b19iY2OZNWuWsu8zzzzD6NGj8ff3p2PHjmV+qZk9ezbjx4+nY8eOdOvWrdJfrkqkp6cTFxeHpaUltra2REdH16ivhRBCCCEeZSpjVfMfHhHBwcHMmzeP3r171/mxpk2bxuTJkxk4cGCdH0uY/Pxznkx9aaZ/zixZI70m66hP6fFEvdbWUMxxPVTXZ02hT5vz56I06QcTc/RD9EffATD/1aa5pLNcCyYy9aWZysnJwcvLCysrKxmkCyGEEEKIh9bopr7UhfunydSF1q1b89lnn9X5cYQQQgghRPPQrO6ou7i44O/vj5+fHwEBAXz33XcP1M6WLVtITk4GTCuc7N27FzBNsTl16pTZ6q2J0scvLSMjg0OHDtVrLUIIIYQQwnyaxR31EtbW1sqa4IcPH2bVqlVlVl6pqZdfftncpZldRkYGp0+f5oUXXqjxPsXFxVha/nZJ6PV6ZflLIYQQQghRv5rVHfXS8vLyaN26NWBaTjAkJISAgAB8fX3Zv3+/sl1ycjK+vr5K6ijA2rVriYuLq7J9Nzc35eu9e/cSFhYGwJ49e/Dx8cHPz49XX3213H43b97k1Vdfxd/fHx8fH44dO1Zle2AKT3rllVfw8vLiwIEDFBYWsmbNGlJTU/H39yc1NZX8/HwWLFjAuHHjGDNmjHKOSUlJzJo1i+nTp/OHP/yBtLQ0goODmTt3Lr6+vgDMnDmTsWPH4u3tXWadejc3N1avXo2fnx9BQUFKgFF2djZvvPEG48aNY9y4cXz77bcV9puPjw9XrlwhPz+fqVOn4ufnh4+Pj7KUphBCCCFEc9as7qgXFBTg7++PTqfj1q1bbNq0CTAtU7hu3TpatWpFdnY2EyZM4MUXX+Snn34iNjaWLVu2oNVqlTXQH0ZMTAxxcXE8/vjjFaajpqSk4OnpyYwZM9Dr9dy7d6/aNq9evUpCQgKXLl1i0qRJ7Nu3j1mzZnH69GkWL14MwKpVqxgwYABRUVHk5OQwfvx4nn/+eQBOnDjBJ598goODA2lpaZw6dYrdu3fTqVMnACIjI3FwcKCgoIDAwEBGjBiBo6Mj+fn5uLq6MmfOHFasWMG2bduYOXMmy5YtIyQkBHd3d65du0ZoaCh79uyptP7Dhw/Trl07PvzwQ8C0VnxtbM28zq+6ouo3fERpMi2UABpzcNXa0a+dvdnaE0IIIcSDaVYD9dJTX44fP878+fNJSUnBaDSyatUqvvnmG9RqNTdu3OD27dt8/fXXjBw5Eq1WC4CDg8ND1+Dm5kZYWBijRo1i+PDh5d7v3bs34eHhFBcXM2zYMFxcXKptc9SoUajVap566ik6derEuXPnym1z5MgRvvjiC9avXw+ATqcjKysLAA8PjzLn1rt3b2WQDqaHcfft2wdAVlYWFy9exNHREY1Gw5AhQwDo1asXX375JWC6w//TTz8p++fl5ZGXl1dp/d26dSM6OpqVK1cyZMgQ3N3dqz3n0iw1ajSG5j1FR6Mxz/lfzrmHJjcf72ca77J7pd0fZV9RLHRTibs3p4eOSq+mz5pKnzb2+uqL9IPJQ38uWjSN674qTbl2c2pK/dCsBuqlubm5cefOHbKzszl06BDZ2dkkJSWh0WgYOnQoOp0Ocy0xr9PplK8jIiI4efIkBw8eZMyYMSQnJ+Po6Ki837dvXxISEjh06BDz5s0jNDSUMWPGVNoegEqlqvL7EmvWrKFLly5lXjt58iQ2NjZlXrO1tVW+TktL4+jRoyQmJmJjY0NwcLByfI1GoxxLrVaj15vu6hoMBhITE7G2ti7TroWFBQaDodx5ODk5kZSUxKFDh3j33Xfx8PDgj3/8Y4XnUJHAJ9vJOupmWhP2Hz9eoahI32TW2i0dZV9ZPzSFuHtzMktUejV91hT6VNaMNpF+MDHL56Kw8V/3VZFrwUTWUW8iMjMz0ev1ODg4kJubS5s2bdBoNHz99ddcvXoVgIEDB7J3717u3LkDUKupL4899hiZmZkYDIYyc94vXbqEq6srs2fPxtHRkevXr5fZ7+rVq7Rp04agoCDGjRvH999/X2V7YJqzbjAYuHTpEpcvX8bJyYmWLVuWSQT19PQkISFB+eXjhx9+qNF55ObmYm9vj42NDZmZmZw4caLafUqOVSIjIwOAjh07Ksf9/vvvuXLFFJpy48YNbGxs8Pf3JzQ0tMa1CSGEEEI8yprVHfWSOeoARqOR6OhoLCws8PX1ZcaMGYwdOxYXFxflrrOzszPTp08nODgYtVpNz549Wb58eY2ONXfuXKZNm0b79u1xdnYmPz8fgBUrVnDx4kWMRiMDBgygR48eZfZLT08nLi4OS0tLbG1tiY6OrrI9MN2RnjhxIj///DNvv/02VlZW9O/fnw8//BB/f3+mTZvGzJkziYyMxM/PD6PRSMeOHfn73/9e7XkMGjSIrVu34uvri5OTE88++2y1+yxcuJCIiAh8fX3R6/W4u7sTERGBl5cXu3btwt/fn969e/PUU08BcObMGVasWIFarcbS0pK33nqrRn0shBBCCPEoUxnNNb9DiAby8895MvXFjFNfsvJ1tLe1Mkt7da2k1ik9nqi0H5pC3L05meN6qK7PmkKfyp/5TaQfTMzRD9EfmbJX5r/6nDlKqndyLZjI1BchhKgn7W2tcNU2nYeChBBCiNpoVlNfSri4uNCtWzeMRiMWFhYsWrSI556r/W/IW7ZswcbGhjFjxhAWFsbgwYMZOXIkwcHBzJs3j969e9dB9XVv4cKFvPbaa3Tt2pUPPviA6dOnN3RJoh6V3KEWQgghRMNqlgP15pRQ+iCWLVumfP33v/+91gP1+xNNJeFUCCGEEKL2muVAvbT7E0pnzpxJTk4OxcXFzJ49m2HDhgGmhNK4uDhUKhXdu3dn5cqVrF27FltbW0JDQytt383NjePHjwOm1VkOHjzI8uXL2bNnD+vWrUOtVmNnZ8dHH31UZr+0tDTWrFmDg4MD58+fx93dnbfeegu1Ws2SJUs4deoUOp0OLy8vZs2aBcDQoUMZM2YMBw4coLi4mPfee4+nn36a//znP0RGRlJQUIC1tTWRkZF06dIFvV7PO++8w5EjRwAICgoiODhY+YvAZ599pjyA27VrV95991127dpFfHw8RUVFuLq6smTJEiwsLHBzc2Py5MkcOXKE+fPnM2/ePMaOHcuXX37JxIkTuXv3LomJiRQVFdG5c2dWrFiBjY0N2dnZLFmyhGvXrgEQHh5Onz59zPtDFs1eVr5OmVddVyQoSgghhLk1y4F6U0goBfjPf/5DamoqHTp04PXXX+d///d/GTlyJHPmzMHBwQG9Xs/kyZP58ccfldVjHB0d2blzJx999BHr169n2bJldOnShYSEBCwtLTl69CirV69m7dq1JCYmcuXKFXbu3ImlpWW58/rLX/7CRx99pPz1ITMzkz179rBlyxY0Gg1vvfUWu3fvZsyYMeTn5+Ps7Mzs2bOV/a2srNiyZQsAd+7cISgoCIDVq1ezY8cOgoODa51iWhFJJjVfMmlTepC0McnKN2UCyEBdCCGEOTXLgXpTSCgF+P3vf68khHp7e/Ptt98ycuRI9uzZw7Zt2yguLubWrVtkZmYqA/URI0YApqTQkjTR3Nxc5s+fz8WLF1GpVBQVmQa1X331FS+99BKWlpY1Oq+vvvqK06dPExgYCJh+4WnTpg1gCjPy8vIqs/3o0aOVr8+ePct7771Hbm4ud+/exdPTE6g8xbRVq5o/FS3JpOZLJn3S3pb+HbRNKrWttMqSSZ+0t+XNAd3q7Lgrvz5T6fEbgiSTmjT2+uqL9IOJJJM27drNqSn1Q7McqJfWWBNKoeLE0cuXL7N+/Xp27NiBvb09YWFhZdrVaDRA2aTQ999/n/79+7Nu3TquXLnCpEmTANNa8pWlmFbEaDQSEBDA3Llzy71nZWVVbh566cTTsLAwYmJi6NGjB0lJSaSnpwOVp5jWhiSTmn+pqaa4hFdDJpM2pqROSSY1kaXoTKQfTCSZVK6FErI8YxPTWBNKwTT15fLlyxgMBvbs2UOfPn24e/cuNjY22NnZcfv2bf79739XW0Nubi6PP/44ADt37lRe9/DwYOvWrRQXF1d6XpaWlsod+IEDB/LZZ5/x888/K9uX9FF17t69S9u2bSkqKmL37t3K65WlmAohhBBCNHfN8o56U0goBXj22Wd59913OXPmDO7u7gwfPlw5vre3N506darRspKvv/46YWFhbNiwgQEDBiivjx8/ngsXLuDn54elpSVBQUFMnDixzL5BQUH4+fnRs2dP3n33Xf70pz/xhz/8AYPBgEajYfHixXTs2LHaGmbPns348ePp2LEj3bp14+7du0DlKaZCCCGEEM2dJJM2Umlpaaxfv56///3vDV1KoyfJpPLnTKi8H+ojRbMxJXVKMqmJfC5MpB9MJJlUroUSMvVFCCGEEEII8dCa5dSXpqB///7079+/ocsQQgghhBANpFHeUY+NjcXb2xtfX1/8/f05efIkABs3buTevXtmO05aWhrfffed2dprrPbv319mCcT333+fo0ePAqaQpOzs7HL7bNmyheTk5CrbTUpK4saNG8r3CxcuLHMcIYQQQgjx4BrdHfXjx49z8OBBdu7cSYsWLcjOzlZWHdm8eTN+fn5llv0r8SAx9enp6dja2tbogcymbP/+/QwePJiuXbsClAklqszLL79c7TY7d+7E2dlZWVFm2bJlD1eoEEIIIYRQNLqB+q1bt3B0dKRFixYASsjQ5s2buXnzJiEhITg4OBAfH18utt7a2prly5eTn5+Po6MjUVFRtGvXjuDgYHr06MGpU6fIy8sjMjISrVbL1q1bUavVfPLJJyxatIj27dsTHh5OdnY2Wq2WqKgoOnToQFhYGFZWVpw7d45r164RFRXFzp07OXHiBK6urixfvpzt27dz9uxZwsPDAdi2bRuZmZksWLCA5ORk4uLiUKlUdO/enZUrV5Kdnc2SJUu4du0aAOHh4fTp04f09HRlwKtSqUhISCgX/jNz5kyuX7+OTqdj0qRJTJgwATCtCT9p0iQOHDiAtbU1MTExXLp0iS+++IL09HRiY2NZu3YtMTEkQABnAAAgAElEQVQxDB48mJEjRwIQFxdHWloaAO+++y6dO3dm7dq12NraEhoaSkZGBkuWLOHevXs8+eSTREZGKuFHf/nLX7C2tiYxMZEpU6Ywb948evfuzb///W9Wr16NXq/H0dGRTZs2lWkTwMfHhw8++ACtVsuf/vQnrl+/jsFgYObMmWXCkoQQQgghmqNGN1D38PBg3bp1eHl5MXDgQEaPHk2/fv2YNGkSGzduZNOmTcrgvXRsfVFREcHBwcTExKDVaklNTWX16tVERUUBcO/ePbZu3co333xDeHg4KSkpvPTSS2UGjtOnT2fMmDEEBASwY8cOli5dSkxMDAA5OTls3ryZzz//nOnTp7NlyxacnZ0JDAwkIyMDb29v/Pz8ePPNN9FoNCQlJfH2229z9uxZYmNj2bJlC1qtVlmrfNmyZYSEhODu7s61a9cIDQ1lz549rF+/nsWLFytrpltZlY9zj4yMxMHBgYKCAgIDAxkxYgSOjo7k5+fj6urKnDlzWLFiBdu2bWPmzJkMHTq0zMD8fq1atWLHjh0kJycTGRlZbqWZefPmsWjRIvr168f777/P3/72NxYuXMhHH32kDMxLy87OZtGiRSQkJNCpU6dq150/fPgw7dq148MPPwRM677XxtbM6/yqK6rVPo8STaaFEkDTkFy1dvRrZ9/QZQghhBCPjEY3UG/ZsiVJSUkcO3aMtLQ05syZw9y5cxk7dmy5bUvH1p8/f54zZ87w2muvAabEy7Zt2yrbent7A9C3b1/y8vLIyckp197x48dZu3YtAP7+/qxcuVJ5b8iQIcod8ccee4zu3bsD0LVrV65evYqLiwsDBgzg4MGDdOnShaKiIrp37058fDwjR45UfrlwcHAA4OjRo2Xmc+fl5ZGXl8dzzz3H8uXL8fX1ZcSIEbRs2bJcnfHx8ezbtw+ArKwsLl68iKOjIxqNhiFDhgDQq1cvvvzyyxr1uY+Pj9JHJb/YlMjNzSU3N5d+/foBEBAQUO3UmRMnTuDu7k6nTp3KnHNlunXrRnR0NCtXrmTIkCG4u7vXqO4Slho1GkPtpj09ajSahj3/yzn30OTm4/1Mwy7XV1EsdH3E3dfHMWrjoaPSqzmfxna+lWns9dUX6QeTh/5ctGga131VmnLt5tSU+qHRDdTBNAAvWfWkW7duJCcnVzhQLx1bbzQacXZ2JjExscI2VSpVld9Xt0/JVByVSqV8DaBWq5Vkz/Hjx/PBBx/QpUsXpd7Klqk3GAwkJiZibW1d5vWpU6fywgsvcOjQIYKCgtiwYQNPP/208n5aWhpHjx4lMTERGxsbgoOD0el0AGg0GqVmtVqNXt8wd1mNRmOF/WthYYHBYFC+L6nbycmJpKQkDh06xLvvvouHhwd//OMfa3y8wCfbyTrqDbw27j9+vEJRkb5B66isH+oj7r4+jlFTZolKr+Z8GtP5VqYxfC4aA+kHE7N8Lgob/3VfFbkWTGQd9Yd07tw5Lly4oHyfkZFBhw4dANPd9pJEy/s5OTmRnZ3N8ePHASgqKuLs2bPK+6mpqQAcO3YMOzs77OzsyrXn5ubGp59+CsDu3bvp06dPrWp3dXXl+vXrpKSkKHepBw4cyN69e7lz5w6AMg3E09OThISEMucJcOnSJbp3787UqVPp1asX58+fL3OM3Nxc7O3tsbGxITMzkxMnTlRbV1X9BrBnzx7A1Edubm5l3rOzs6N169YcO3YMgF27dtG3b98q23Vzc+Obb77h8uXLZc65Y8eO/PDDDwB8//33XLliCk25ceMGNjY2+Pv7ExoaqmwjhBBCCNGcNbo76vn5+SxdupScnBwsLCzo3LmzEikfFBTElClTaNu2LfHx8WX2a9GiBWvWrGHp0qXk5uai1+sJCQnB2dkZAHt7e1566SXlYVIwTWeZNWsWn3/+OYsWLeKvf/0r4eHhxMXFKQ+T1taoUaPIyMjA3t40V9fZ2Znp06cTHByMWq2mZ8+eLF++nIULFxIREYGvry96vR53d3ciIiLYtGkTaWlpqNVqunbtyqBBg8q0P2jQILZu3Yqvry9OTk48++yz1dY0evRoFi1aRHx8PGvWrCn3fmFhIePHj8dgMLBq1apy70dHRysPk3bq1Enpl4CAAJYsWaI8TFpCq9USERHBG2+8gcFgoE2bNmzYsAEvLy927dqFv78/vXv35qmnngLgzJkzrFixArVajaWlJW+99VZNu1sIIYQQ4pGlMlY2N+MREhwcXOFDj3Vh2rRpTJ48mYEDB9b5sYTJzz/nydSXRjD1JStfR3vb8g8/m1NVD6xW1g/1EXdfH8eoKXNcD9WdT2M638o0hs9FYyD9YGKOfoj+yJS7Mv/Vprmks1wLJjL1pZnKycnBy8sLKysrGaQLUQey8nWczJb/yQghhGg+Gt3Ul7pw/zSZutC6dWs+++yzOj+OEI1Ve1urerlrLYQQQjQXzeqOuouLC/7+/vj5+REQEMB33333QO1s2bKF5ORkAMLCwti7dy9gmmJz6tQps9VbE6WPX1pGRgaHDh2q11qEEEIIIYT5NIs76iWsra3ZtWsXYArZWbVqVZmVV2rq5ZdfNndpZpeRkcHp06d54YUXarxPcXExlpa/XRJ6vV5Z/lIIIYQQQtSvZnVHvbS8vDxat24NwN27dwkJCSEgIABfX1/279+vbJecnIyvr6+SOgqwdu1a4uLiqmy/9DKHe/fuJSwsDDAthejj44Ofnx+vvvpquf1u3rzJq6++ir+/Pz4+PsqyiJW1B6bwpFdeeQUvLy8OHDhAYWEha9asITU1FX9/f1JTU8nPz2fBggWMGzeOMWPGKOeYlJTErFmzmD59On/4wx9IS0sjODiYuXPn4uvrC8DMmTMZO3Ys3t7eZVZ3cXNzY/Xq1fj5+REUFMTt27cBUzLpG2+8wbhx4xg3bhzffvtthf3m4+PDlStXyM/PZ+rUqfj5+eHj46MspSmEEEII0Zw1qzvqBQUF+Pv7o9PpuHXrFps2bQJMwUnr1q2jVatWZGdnM2HCBF588UV++uknYmNj2bJlC1qtVlkP/GHExMQQFxfH448/XmE6akpKCp6ensyYMQO9Xs+9e/eqbfPq1askJCRw6dIlJk2axL59+5g1axanT59m8eLFAKxatYoBAwYQFRVFTk4O48eP5/nnnwdMSaKffPIJDg4OpKWlcerUKXbv3q0ki0ZGRuLg4EBBQQGBgYGMGDECR0dH8vPzcXV1Zc6cOaxYsYJt27Yxc+ZMli1bRkhICO7u7ly7do3Q0FBlrfaKHD58mHbt2vHhhx8CprXia2Nr5nV+1RXVap9HiSbTQgmgaSj1seKLEEII0dw0q4F66akvx48fZ/78+aSkpGA0Glm1ahXffPMNarWaGzducPv2bb7++mtGjhyJVqsFwMHB4aFrcHNzIywsjFGjRjF8+PBy7/fu3Zvw8HCKi4sZNmwYLi4u1bY5atQo1Go1Tz31FJ06deLcuXPltjly5AhffPEF69evB0ypoFlZWQB4eHiUObfevXsrg3QwPYy7b98+ALKysvj/7N15XFX1uvjxDxs3G3ACVMghFRQVkwgV0aO/UpyHLWCIoaKcF9fxlGQmImYqqYA2XCdoEBWHwCGEnOgcM62TisNB09KrkYqiiIYliAJu+P2xL+tKIoMybOR5v173ddnstb7rWY9rd76s/V3Pc+XKFSwtLVGr1fTr1w+ALl268OOPPwL6O/y//vqrsn92djbZ2dlPjL9Dhw6Eh4ezfPly+vXrR/fu3cs850fVU6tQF9TtJTpqdc2ef+vG5ri2sKrStszlaVtf0nvV0e6+Oo5REc/cKr2M8zG0830SQ4+vukge9J75c2FSO6770tTm2CtTbcpDnZqoP8rZ2Zk7d+6QmZnJoUOHyMzMJC4uDrVajZubG7m5uVRWifnc3Fzl55CQEE6fPs3Bgwfx8PAgPj4eS0tL5X0XFxc2b97MoUOHCAwMxN/fHw8PjyeOB2BkZFTq6yIrV67Ezs6u2O9Onz6NmZlZsd+Zm5srPyclJXH48GG2bt2KmZkZvr6+yvHVarVyLJVKhU6nv6tbUFDA1q1bMTU1LTausbExBQUFj52Hra0tcXFxHDp0iI8++ojevXvz5ptvlngOJfFqbS111A2kNm5VxpGfr+NGTi5LfzhX4vtqdcnfLBTd7a/J2J5FabXjS1IprdLzS2+VXtb7hsCQPhc1SfKgVymfizzDv+5LI9eCntRRryVSUlLQ6XRYWFiQlZVFkyZNUKvVHD16lLS0NAB69epFYmIid+7cAajQ0pemTZuSkpJCQUFBsTXvqampODk5ERAQgKWlJenp6cX2S0tLo0mTJnh7e/P666/z888/lzoe6NesFxQUkJqaytWrV7G1taV+/frcu3dP2aZPnz5s3rxZ+ePjl19+Kdd5ZGVl0bhxY8zMzEhJSeHUqVNl7lN0rCLnzuknLy1btlSO+/PPP3Ptmr7c3s2bNzEzM8Pd3R1/f/9yxyZEeTQ31+BkVXvunjxKascLIUTdVqfuqBetUQcoLCwkPDwcY2NjtFot06ZNY9SoUTg4OCh3ne3t7Zk6dSq+vr6oVCo6d+5MWFhYuY41a9YspkyZQvPmzbG3tycnJweAZcuWceXKFQoLC+nZsyedOnUqtt+xY8eIioqiXr16mJubEx4eXup4oL8jPX78eH7//XcWLVqERqPB1dWVzz//HHd3d6ZMmcL06dNZunQpI0eOpLCwkJYtW/LZZ5+VeR6vvvoqsbGxaLVabG1teeWVV8rcZ968eYSEhKDVatHpdHTv3p2QkBAGDx5MQkIC7u7uODo60rZtWwAuXLjAsmXLUKlU1KtXj4ULF5Yrx6LuKa1We03fLaqKOvJSO14IIeo2o8LKWt8hRA35/fdsWfpSB77OLKttfU3moazYqnPcyshDWcetqvOtTHXlc1EWyYNeZeQhfIu+98qccV0rI6RqJ9eCnix9EUIIIYQQQjwzmagLIYQQQghhgAxqou7g4IC7uzsjR47E09OT//znP081TkxMDPHx8QAEBQWRmJgIgK+vL2fOnKm0eKvapEmTlFrrRQ2Pbt68yYwZM2oyrApZsWIFhw8frukwhBBCCCFqHYN6mPTROuc//PADH3/8cbHqIeXl4+NT2aHViC+++OKx39nY2LBy5coaiAZ0Oh3GxhWr1x0QEFBF0QghhBBCPN8MaqL+qOzsbBo1agTAvXv3mD59Onfv3uXhw4cEBAQwYMAAAOLj44mKisLIyIiOHTuyfPlyVq1ahbm5Of7+/k8c39nZmeTkZEBf3vDgwYOEhYWxb98+1qxZg0qlomHDhmzZsqXYfklJSaxatYomTZpw/vx5Bg4cSIcOHdi4cSO5ubmsWbOG1q1bc+DAASIjI8nPz8fCwoIPP/yQpk2bcuzYMZYsWQLo651v3ryZnJwcZs6cSXZ2NjqdjoULF9K9e3fc3NzYsWOH0nAJ4Nq1a0ydOpXdu3eTm5vLwoULOXv2LMbGxgQFBdGzZ0+uXbtGYGCg0tV0/vz5dO3alaSkJFavXo2lpSUXLlzgpZde4sMPP8TIyIgjR44QHh6OTqejS5cuLFq0CBMTE9zc3Bg1ahQ//vgj48ePx9HRkUWLFnHnzh1MTU354IMPaNeuHdOmTWPw4MF4eHgQGxvL8ePH+eijjwgKCqJv374MGTKk2PmcOXOGZcuWsWnTphJz0qBB+R+2kM6kNd+ZtDpI91MhhBB1jUFN1IvKJ+bm5nLr1i2io6MB0Gg0rFmzhgYNGpCZmcmYMWPo378/v/76K5GRkcTExGBlZVWhOudPEhERQVRUFDY2Nsqyk786f/48e/fuxcLCgv79+zN69Gh27NhBdHQ0mzZtYt68eXTr1o1t27ZhZGTE9u3bWbt2LUFBQaxbt47333+fbt26ce/ePTQaDdu2baNPnz5MmzYNnU6nTLDLUvRHxK5du0hJScHf359vvvmGJk2asH79ejQaDZcvX+add94hLi4O0NdP37NnD9bW1vj4+HDy5EkcHR0JCgpiw4YN2NraEhgYyJdffomfn5+S/5iYGAAmTpzIokWLaNu2LadPn2bRokVs3LiRDz74AB8fH1q1asX69evZunVruXNeUk4qQjqT1nxn0upQnu6nNdVtrqo6dT7tuNKZVM/Q46sukgc96Uxau2OvTLUpDwY1UX906UtycjJz5sxh9+7dFBYW8vHHH3P8+HFUKhU3b97k9u3bHD16lCFDhih3nC0sLJ45BmdnZ4KCghg6dCgDBw4scRtHR0esra0BaN26Nb179wagQ4cOJCUlAZCens7MmTO5desWeXl5tGqlL2PWtWtXwsLC0Gq1DBo0iPr16+Po6EhwcDAPHz5kwIABODg4lCvWkydPMn78eADatWtHixYtuHTpEi1btiQkJITz58+jUqm4fPmyss/LL7/MCy+8AECnTp1IS0ujQYMGtGrVCltbWwA8PT3ZsmWLMlEfNmwYoP9mIzk5udhylry8PEDfkGnGjBlMmDCB1atXV+jfoqScVIR0Jq1bJbeedK41mYeq6tT5NONKZ1K9uva5eBLJg550JpVroYiUZ6wkzs7O3Llzh8zMTHbt2kVmZiZxcXEkJCTQtGlTcnNzqawS8EWt7AFCQkJ4++23uXHjBh4eHkpX0keZmJgoP6tUKuW1SqVCp9N/kBcvXsy4cePYtWsXISEhyoR28uTJLF68mAcPHuDt7U1KSgouLi5s3rwZGxsbAgMDlQdhy/Kk89+wYQNNmzYlISGBr776ivz8/1sW8mjsxsbG6HS6MvNoZmamHK9Ro0YkJCQo/7dv3z5luwsXLmBhYUFGRkaJ4xgbGyvHejTnJeVECCGEEKKuM9iJekpKCjqdDgsLC7KysmjSpAlqtZqjR4+SlpYGQK9evUhMTFQm0xVZ+tK0aVNSUlIoKChg//79yu9TU1NxcnIiICAAS0tL0tPTnyr+rKwsbGxsAIpNvFNTU+nYsSOTJ0+mS5cuXLp0ibS0NJo0aYK3tzevv/46P//8c7mO4eLiwq5duwC4dOkSN27cwM7OjqysLJo1a4ZKpSIhIUH54+FJ7OzsSEtL48qVKwAkJCTg4uLy2HZFd96LJueFhYWcP38egJ9++onvv/+enTt3sm7dOq5evfrY/i1btuTs2bMA/POf/yw1J0IIIYQQdZ1BLX0pWqMO+klgeHg4xsbGaLVapk2bxqhRo3BwcMDOzg4Ae3t7pk6diq+vLyqVis6dOxMWFlauY82aNYspU6bQvHlz7O3tycnJAWDZsmVcuXKFwsJCevbsSadOnZ7qXN58800CAgKwsbHBycmJa9f0nfyio6NJSkpCpVLRvn17Xn31Vfbs2UNUVBT16tXD3Nyc8PDwch1j7NixLFiwAK1Wi7GxMaGhoZiYmDB27FjeeustEhMTcXV1xdzcvNRxNBoNoaGhBAQEKA+TPqlyzvLly1m4cCGRkZE8fPiQYcOGYWdnx3vvvUdoaCg2NjbMmTOH4OBgNm7c+FhO5s2bx2effYaTk5Py+5JyIoQQQghR1xkVVtb6ESFqyO+/Z8sadVl3WKN5+OK8/g/xSZ1a1fi4lZGHso5bVedbmeRzoSd50KuMPIRv0fd2mTOua2WEVO3kWtCTNepCCCGEEEKIZ2ZQE3XpTFqcdCYVQgghhKi7DGqNunQmLU46kwohhBBC1F0GdUf9UX/tTDpx4kQ8PT3RarXFqrTEx8ej1WoZOXIks2fPBmDVqlVERUWVOn7RHWrQdyYNCgoCYN++fYwYMYKRI0cybty4x/ZLSkpi/PjxBAQEMHjwYD788EO+/vprvLy80Gq1pKamAnDgwAFGjx6Nh4cHfn5+3L59G4Bjx47h7u6Ou7s7Hh4eZGdnk5GRwbhx43B3d2fEiBGcOHECADc3NzIzM4sd/9q1a4wYMQLQlzicO3cuWq0WDw8Pjh49qmwzduxYPD09i30zkZSUhK+vLzNmzGDIkCHMmjVLKZd45MgRPDw80Gq1zJ07Vykn6ebmxurVq/Hx8SExMZHU1FT8/f0ZNWoUY8eOVUopTps2TfkWIzY2llmzZgHFv9F49HzOnDmDr6/vE3MihBBCCFHXGdQddelMKp1Jn6YzaWxKOn/m5pe94XNKnWKsNKB5njhZNaSHdeOaDkMIIYSoMQY1UZfOpNKZ9Gk6k9ZTq1AXVGxJzvNGrX6+zv/q3fuos3IY/lLFqorUVFtodUrVtBZ/2nGfuVV6GcetqvOtbIYeX3WRPOg98+fCpHZc96WpzbFXptqUB4OaqD/q0c6khw4dUjqTqtVq3NzcqrQz6enTpzl48CAeHh7Ex8djaWlZbPvydib18/Ojf//+JCUlsXr1akDfhfO1117j0KFDeHt7s379eqUz6aFDhwgMDMTf3x8PD48y4y5PZ9KCggJefvnlEmN/ls6kJXmWzqR/zUm7du1KjelRXq2tpTzjc1Zy64vz18jP11XovGoyD0XfaFT28Z9m3EpplV7GcavqfCvT8/i5eBqSB71K+VzkGf51Xxq5FvSkPGMlkc6kZZPOpEIIIYQQzy+DuqMunUmlM6l0JhVCCCGE0JPOpKLWk86kz9/XmV+cv8aNnFyam5f/wWK1uuYeqi2KVTqTGo7n8XPxNCQPetKZVK6FIrL0RQgh6pjm5hqcrGrPw0lCCCFqB4Na+iKEEEUqeoda7hYJIYR43hjUHXUHBwfc3d0ZOXJksUY9FRUTE6M8wPlowx1fX1/OnDlTafFWtUmTJim13IsaNN28eZMZM2bUZFgVsmLFCg4fPlzTYQghhBBC1DoGdUf90TrqP/zwAx9//DGbN2+u8DhPehCytvniiy8e+52NjQ0rV66sgWhAp9NhbFyxet2P1lwXQgghhBDlZ1B31B+VnZ1No0aNAH2jnYkTJ+Lp6YlWqy1WTjE+Ph6tVsvIkSOZPXs2AKtWrSIqKqrU8YvuUAMkJiYSFBQEwL59+xgxYgQjR45k3Lhxj+2XlJTE+PHjCQgIYPDgwXz44Yd8/fXXeHl5odVqSU1NBeDAgQOMHj0aDw8P/Pz8uH37NgDHjh3D3d0dd3d3PDw8yM7OJiMjg3HjxuHu7s6IESM4ceIEAG5ubmRmZhY7/rVr1xgxYgSgr0U+d+5ctFotHh4eHD16VNlm7NixeHp6FvtmIikpCV9fX2bMmMGQIUOYNWuWUtf8yJEjeHh4oNVqmTt3rtLIyM3NjdWrV+Pj40NiYiKpqan4+/szatQoxo4dS0pKCgDTpk1TvsWIjY1l1qxZQPFvNB49nzNnzuDr6/vEnAghhBBC1HUGdUe9qDxjbm4ut27dIjo6GtCXD1yzZg0NGjQgMzOTMWPG0L9/f3799VciIyOJiYnBysqqQnXUnyQiIoKoqChsbGyUZSd/df78efbu3YuFhQX9+/dn9OjR7Nixg+joaDZt2sS8efPo1q0b27Ztw8jIiO3bt7N27VqCgoJYt24d77//Pt26dePevXtoNBq2bdtGnz59mDZtGjqdjvv375cr1i1btgCwa9cuUlJS8Pf355tvvqFJkyasX78ejUbD5cuXeeedd4iLiwPgl19+Yc+ePVhbW+Pj48PJkydxdHQkKCiIDRs2YGtrS2BgIF9++aXSmVSj0RATEwPAxIkTWbRoEW3btuX06dMsWrSIjRs38sEHH+Dj40OrVq1Yv349W7duLXfOS8pJRcSmpPNnbn6F9nmeqFNqrtpJValoxRchhBDieWRQE/VHl74kJyczZ84cdu/eTWFhIR9//DHHjx9HpVJx8+ZNbt++zdGjRxkyZAhWVlYAFWpb/yTOzs4EBQUxdOhQBg4cWOI2jo6OWFtbA9C6dWt69+4NQIcOHUhKSgIgPT2dmTNncuvWLfLy8mjVSv9QXNeuXQkLC0Or1TJo0CDq16+Po6MjwcHBPHz4kAEDBuDg4FCuWE+ePMn48eMBaNeuHS1atODSpUu0bNmSkJAQzp8/j0ql4vLly8o+L7/8Mi+88AIAnTp1Ii0tTWlkZGtrC4CnpydbtmxRJurDhg0D9N9sJCcnF1vOUnTnvWnTpsyYMYMJEyawevXqCv1blJSTiqinVqEuqNiSnOeNWv18nX/rxua4trCqcJvn2tQWujzUKU/XsvyZW6WXcdynjau6GXp81UXyoPfMnwuT2nHdl6Y2x16ZalMeDGqi/ihnZ2fu3LlDZmYmhw4dIjMzk7i4ONRqNW5ubuTm5lJZJeAfbWcfEhLC6dOnOXjwIB4eHsTHx2NpaVlsexMTE+VnlUqlvFapVEoX0MWLF+Pn50f//v1JSkpi9erVAEyePJnXXnuNQ4cO4e3tzfr163FxcWHz5s0cOnSIwMBA/P398fDwKDPuJ53/hg0baNq0KQkJCRQUFPDyyy+XGLuxsTE6na7MPJqZmSnHa9SokfLH1F9duHABCwsLMjIySnzf2NhYOdajOS8pJ+3atSs1pkd5tbaWOurPabWTipzX85iHom9KqjsPZR33aeKqbs/j9fA0JA96lfK5yDP86740ci3o1bY66gY7UU9JSUGn02FhYUFWVhZNmjRBrVZz9OhR0tLSAOjVqxdvvvkmfn5+WFpa8scff5T7Tm7Tpk1JSUnB1taW/fv3K3dxU1NTcXJywsnJie+++4709PTHJurlkZWVhY2NDYCydrto/I4dO9KxY0dOnTrFpUuXMDU1xcbGBm9vb3Jycvj555/LNVF3cXFh165d9OrVi0uXLnHjxg3s7OzIysrihRdeQKVSsXPnTuWPhyexs7MjLS2NK1eu0KZNGxISEnBxcXlsu6I77/v27WPo0KEUFhbyP//zP3Tq1ImffvqJ77//np07d+Lr60vv3r158cUXi+3fsmVLzp49y2uvvcY///nPUnNSkYm6EM+zGzm5SoOh8qiMpVCy9EgIIQyDQU3Ui9aog/7ubXh4OMbGxmi1WqZNm8aoUaNwcHDAzs4OAHt7e8cDtJgAACAASURBVKZOnYqvry8qlYrOnTsTFhZWrmPNmjWLKVOm0Lx5c+zt7cnJyQFg2bJlXLlyhcLCQnr27EmnTp2e6lzefPNNAgICsLGxwcnJiWvX9P9DGx0dTVJSEiqVivbt2/Pqq6+yZ88eoqKiqFevHubm5oSHh5frGGPHjmXBggVotVqMjY0JDQ3FxMSEsWPH8tZbb5GYmIirqyvm5ualjqPRaAgNDSUgIACdTkeXLl2eWDln+fLlLFy4kMjISB4+fMiwYcOws7PjvffeIzQ0FBsbG+bMmUNwcDAbN258LCfz5s3js88+w8nJSfl9STkRQtQcaeAkhBCGwaiwstaPCFFDfv89W5a+yNeZz2Ueiu6kG1rjp6eJq7o9j9fD05A86FVGHsK36CuozRnXtTJCqnZyLejVtqUvBlueUQghhBBCiLpMJupCCCGEEEIYIJmoi2rx4MEDxo8fz5EjR5TmRu7u7jg6OioNrGbOnFmslKQQQgghRF0mE3VRLb766isGDhxIr169SEhIICEhgejoaMzMzJQ69D4+Pqxdu7aGIxVCCCGEMAwGVfVFPL927drFhx9+WOx333zzDf/v//0/pU579+7dCQoK4uHDh9SrV/5LszI6kxr97/8vRP9QqpGREWU9Zm2k7FT4yAugUD9g0XPaKiMjCil6bYSREWWOXRGV1ZnUyaohPawbV0JEQgghhKgMMlEXVS4vL4+rV68q3VmL7Nmzh7///e/Ka5VKRZs2bTh//jxdunQp9/iV0Zk0NzeXvLw8CgoKAH1zJo1Gg1qtLnH7Ap2O+/fvk5efT0FBAUZGRtQzroeJxgSVSkXegzx0BToo1E/+69WrR2FBof5nY2NMzcxQqSrvC61n7Ux69e591Fk5DH/JcKt4lEdt6jZXHjXVmbQs0pm0dpE86Eln0tode2WqTXmQibqocnfu3KFhw+IfioyMDC5cuECfPn2K/d7KyuqJnU2fpDI6k6pURqhURhj9753xwsJCdLrCUru2GhurqFdPhUqlv/teWFjIw4cFFBYWFhvLyEh/F70oxoKCQnS6gmeK91GVUWrqi/PXyM/X1erSXc9j6bGa6kxaFulMWntIHvSkM6lcC0VqW3lGmaiLKmdqakpeXl6x3+3bt4+BAwc+dsc6Ly8PU1PT6gwP0E+eKzrZ1+kKnjjhrst13YUQQghROeRhUlHlGjdujE6nIzc3V/ndnj17GD58+GPbXr58mfbt21dneEIIIYQQBkkm6qJa9O7dm5MnTwJw7do1bty4QY8ePYptc/v2bTQaDdbW1jURohBCCCGEQZGlL6JajB8/nvXr1/O3v/2NVq1a8cMPPzy2ze7duxkzZkwNRCcAbuTkKq3hDZ1UqBFCCFEXyB11US06d+6Mq6srOt2Tywg2bNgQT0/PaoxK1EY3cnI5nSkPRAkhhHj+GeQd9cjISHbv3o1KpUKlUhESEoKTkxMbNmxgzJgxSt3tZ5WUlIRaraZr166VMp6h2r9/P23btlXWfq9YsQIXFxf+9re/VXisSZMm8dFHH9GoUaNiv1+1ahXm5ub4+/s/cV8vL69Sx3799dcrHI+oPM3NNUzqZPjlGWvLXX8hhBDiWRncRD05OZmDBw+yc+dOTExMyMzMJD9f38xm48aNjBw5ssSJuk6nw9i4YrWkjx07hrm5eZ2YqPft21eZqAcEBDz1WF988UVlhSWEEEIIIUphcBP1W7duYWlpiYmJCaCvqw36SXpGRgYTJ07EwsKCTZs24ezsjJ+fH//+97+ZM2cOpqamhIWFkZOTg6WlJaGhoVhbW+Pr60unTp04c+YM2dnZLF26FCsrK2JjY1GpVHz99dfMnz+f5s2bExwcTGZmJlZWVoSGhtKiRQuCgoLQaDT89ttvXL9+ndDQUHbu3MmpU6dwcnIiLCyM7du3c/HiRYKDgwHYtm0bKSkpzJ07l/j4eKKiojAyMqJjx44sX76czMxMFixYwPXr1wEIDg6mW7duHDt2jCVLlgD6+tubN2+mQYPiNTenT59Oeno6ubm5TJgwQVnX7ezszIQJE/juu+8wNTUlIiKC1NRUDhw4wLFjx4iMjGTVqlVERETQt29fhgwZwpEjRwgPD0en09GlSxcWLVpEbm4uXl5eREZGYmdnxzvvvEPPnj3x9vbGzc2NHTt2YGVlRWRkJPHx8TRv3hwrKyteeukl5dy3bt1Kfn4+bdq0YdmyZZiZmREUFESDBg04e/Yst27dYvbs2QwZMoSMjAxmzpxJdnY2Op2OhQsX0r1796q/2IQQQgghDJjBTdR79+7NmjVrGDx4ML169WLYsGH06NGDCRMmsGHDBqKjo5XJe05ODvb29gQEBJCfn4+vry8RERFYWVmxd+9ePvnkE0JDQwG4f/8+sbGxHD9+nODgYHbv3s0bb7xRbLnG1KlT8fDwwNPTkx07drB48WIiIiIAuHv3Lhs3buTbb79l6tSpxMTEYG9vj5eXF+fOnWP48OGMHDmS2bNno1ariYuLY9GiRVy8eJHIyEhiYmKwsrLijz/+AGDJkiVMnDiR7t27c/36dfz9/dm3bx/r1q3j/fffp1u3bty7dw+NRvNYjpYuXYqFhQUPHjzAy8uLQYMGYWlpSU5ODk5OTsycOZNly5axbds2pk+fjpubmzIxf1Rubi5BQUFs2LABW1tbAgMD+fLLL/Hz8+P9999n7ty5TJgwgT///BNvb+9i+549e5a9e/cSHx+PTqfD09NTmagPHDhQ2f6TTz5hx44d+Pr6AvpGR19++SW//fYb06ZNY8iQIezevZs+ffowbdo0dP/b8bMiYlPS+TM3v0L7PE/UKcZKA5qndSMnl+bmj19rQgghhKg5BjdRr1+/PnFxcZw4cYKkpCRmzpzJrFmzGDVq1GPbGhsbM3jwYAAuXbrEhQsXlJb0BQUFNGvWTNm2qGa3i4sL2dnZ3L1797HxkpOTWbVqFQDu7u4sX75cea9fv37KHfGmTZvSsWNHANq3b09aWhoODg707NmTgwcPYmdnR35+Ph07dmTTpk0MGTJE+ePCwsICgMOHD/Prr78q42dnZ5OdnU3Xrl0JCwtDq9UyaNAg6tev/1icmzZt4l//+hcAN27c4MqVK1haWqJWq+nXrx8AXbp04ccffyw115cuXaJVq1bY2toC4OnpyZYtW/Dz86N3794kJiYSEhJCQkLCY/ueOHGCAQMGKMuQ3NzclPcuXrzIf//3f5OVlcW9e/eKdR8dMGAAKpWK9u3bc/v2bQAcHR0JDg7m4cOHDBgwAAcHh1Lj/qt6ahXqgoote3reqNXPdv6tG5vj2sKqVrRVLq19fW2IvyJKO9fSVHUenjau6mbo8VUXyYPes+ZBbVI7rvvS1ObYK1NtyoPBTdRBPwF3dXXF1dWVDh06EB8fX+JEXaPRKOvSCwsLsbe3Z+vWrSWOWdTO/Umvy9qnaCmOkZGR8jOASqXi4cOHAIwePZpPP/0UOzs7Jd4ntaAvKChg69atj3XhnDx5Mq+99hqHDh3C29ub9evX065dO+X9pKQkDh8+zNatWzEzM8PX11dpJKRWq5WYVSpVqRVWSoutKL6UlBQ0Gg1//PEHL7zwwmPbPCmHQUFBRERE0KlTJ+Li4jh27Jjy3qO5K+Li4sLmzZs5dOgQgYGB+Pv74+HhUWrsj/JqbV2nO4FWZjvk2tBe+knt65/H9thPOtfSVEceniau6vY8Xg9PQ/KgVxl5yM8z/Ou+NHIt6NVkHlQqI5o0aVD2ho8wuIn6b7/9hkqlom3btgCcO3eOFi1aAPq77ffu3VPuTj/K1taWzMxMkpOTcXZ2Jj8/n8uXL2Nvbw/A3r176dmzJydOnKBhw4Y0bNiQ+vXrk52drYzh7OzMnj178PDwYNeuXXTr1q1CsTs5OZGens4vv/zC119/DUCvXr1488038fPzw9LSkj/++AMLCwv69OnD5s2b+a//+i/lPB0cHEhNTaVjx4507NiRU6dOcenSpWIT9aysLBo3boyZmRkpKSmcOnWqzLiK8vZXdnZ2pKWlceXKFdq0aUNCQgIuLi4AbNiwgXbt2vHOO+8QHBzM1q1bUavVyr4uLi4EBQUxefJkHj58yHfffaeslb937x7NmjUjPz+fXbt2YWNjU2p8aWlp2NjY4O3tTU5ODj///HOFJuqi7imp5ntlLAEqi9RvF0IIUZ0MbqKek5PD4sWLuXv3LsbGxrRp04aQkBAAvL29mTRpEs2aNWPTpk3F9jMxMWHlypUsXryYrKwsdDodEydOVCbqjRs35o033lAeJgX9cpYZM2bw7bffMn/+fN577z2Cg4OJiopSHiatqKFDh3Lu3DkaN9b/j7m9vT1Tp07F19cXlUpF586dCQsLY968eYSEhKDVatHpdHTv3p2QkBCio6NJSkpSloe8+uqrxcZ/9dVXiY2NRavVYmtryyuvvFJmTMOGDWP+/Pls2rSJlStXKr/XaDSEhoYSEBCgPEzq4+PDpUuX2L59O9u3b6dBgwa4uLgQGRnJjBkzlH1feuklhg0bhru7Oy1btiz2R01AQACjR4+mZcuWdOjQocQ/Eh517NgxoqKiqFevHubm5oSHh5cr10JUpxs5+m+uZKIuhBCiuhgVlrb+4Tnh6+tLYGAgjo6OVX6sKVOm4OfnR69evar8WELv99+zZelLHfo6s+hO+l9rvld1Hp503Kr0NMesjuuhJnJRUXXtc/Ekkge9yshD+Jb/ADBnXO0s6SzXgl5tW/oinUkryd27dxk8eDAajUYm6UIIIYQQ4pkZ3NKXqvDXZTJVoVGjRnzzzTdVfhwhhBBCCFE3yB11US0ePHjA+PHjOXv2LGPGjGH48OFotVr27t2rbDNz5kwuX75cc0EKIYQQQhgQmaiLavHVV18xcOBA6tevT3h4OHv27GHt2rUsXbpUqWnv4+PD2rVrazhSIYQQQgjDIBN1US127dpF//79sbW1VUpv2tjYYGVlRWZmJgDdu3fn8OHDSl16IYQQQoi6rE6sURc1Ky8vj6tXr9KqVfEKET/99BP5+fm0bt0a0DdpatOmDefPn6dLly7lHj82JZ0/c/MrNebapDrqhxuSGzm5NDfX1HQYQgghRJWTibqocnfu3KFhw+LtejMyMpg9ezbh4eGoVP/3xY6VlRUZGRkVGr+eWoW6wLhSYq2t1Oq6c/6tG5vj2sKqxBbQVdkWWp1S/e3Dn/aYVR1jTeTiaRh6fNVF8qD3rHlQm9SO6740tTn2ylSb8iATdVHlTE1NycvLU15nZ2czZcoU3n777ccaNuXl5WFqalqh8b1aW0sd9TpYG/ev51zVeSj61qI6c/00x6yO66EmclFRdfVz8VeSB73KyEN+nuFf96WRa0GvttVRl4m6qHKNGzdGp9ORm5uLkZER//jHP3B3d2fo0KGPbXv58mXat29fA1EKISriRk6u0vioOjlZNZTusEKIOkMm6qJa9O7dm5MnT3Lr1i1OnDjBH3/8wc6dOwEICwvDwcGB27dvo9FosLa2ruFohShZdU9OZT1+cTdycgFkoi6EqDNkoi6qxfjx41m/fj3Lly/H3d29xG12797NmDFjqjkyIQxXc3MNTlaGuZayubmGSZ1alb1hJaqJO/hCCFGTZKIuqkXnzp1xdXVFp9NhbFzyg48NGzZ84iReCENQE5NTIYQQdZdM1EW18fLyKvX9119/vZoiEUIIIYQwfNLwSFSLBw8eMH78eM6ePcuYMWMYPnw4Wq2WvXv3KtvMnDmTy5cv11yQQgghhBAGRCbqolp89dVXDBw4kPr16xMeHs6ePXtYu3YtS5cu5e7duwD4+Piwdu3aGo5UCCGEEMIwyERdVItdu3bRv39/bG1tadu2LQA2NjZYWVmRmZkJQPfu3Tl8+DAPHz6swUiFEEIIIQyDrFEXVS4vL4+rV6/SqlXxh/B++ukn8vPzad26NQAqlYo2bdpw/vx5unTpUu7xY1PS+TM3v1Jjrk3UKcZKA5rnmdTPFkIIUdfIRF1UuTt37tCwYfEScxkZGcyePZvw8HBUqv/7YsfKyoqMjIwKjV9PrUJdUHIlmbpCrX6+z//q3fuos3IY/lLpFVeqsi20OqX2tA+v6hhrKhcVPW5t+LeqDpIHvWfNg9qk9vw34Elqc+yVqTblQSbqosqZmpqSl5envM7OzmbKlCm8/fbbvPLKK8W2zcvLw9TUtELje7W2pqCgsFJirY3qQlvoL85fIz9fV+p5VnUeir61MPRcV8f1UFO5qMhx68LnojwkD3qVkYf8vNrx34AnkWtBrybzoFIZ0aRJgwrtIxN1UeUaN26MTqcjNzcXIyMj/vGPf+Du7s7QoUMf2/by5cu0b9++BqIUQgghhDAsMlEX1aJ3796cPHmSW7duceLECf744w927twJQFhYGA4ODty+fRuNRoO1tXUNRyuEEEIIUfNkoi6qxfjx41m/fj3Lly9/YvfR3bt3M2bMmGqOTNQWN3JyS20hX9UP1d7IyaW5uabKxhdCCCH+SsozimrRuXNnXF1d0emePJFq2LAhnp6e1RiVEOXX3FyDk1XteQBJCCFE7WdQd9QdHBzo0KEDhYWFGBsbM3/+fLp27VrhcWJiYjAzM8PDw4OgoCD69u3LkCFD8PX1JTAwEEdHxyqIvvJNmjSJjz76iEaNGuHs7ExycjI3b95kyZIlrFy5sqbDK5cVK1bg4uLC3/72N7y8vErd9vXXX6+mqERt1Nxcw6ROT676Ig9KCSGEeN4Y1ETd1NSUhIQEAH744Qc+/vhjNm/eXOFxfHx8Kju0GvHFF1889jsbG5sam6TrdDqMjStWBjAgIKCKohFCCCGEeL4Z7NKX7OxsGjVqBMC9e/eYOHEinp6eaLVa9u/fr2wXHx+PVqtl5MiRzJ49G4BVq1YRFRVV6vjOzs7Kz4mJiQQFBQGwb98+RowYwciRIxk3btxj+yUlJTF+/HgCAgIYPHgwH374IV9//TVeXl5otVpSU1MBOHDgAKNHj8bDwwM/Pz9u374NwLFjx3B3d8fd3R0PDw+ys7PJyMhg3LhxuLu7M2LECE6cOAGAm5ub0rWzyLVr1xgxYgQAubm5zJ07F61Wi4eHB0ePHlW2GTt2LJ6ennh6evKf//xHid3X15cZM2YwZMgQZs2aRWGhvqzhkSNH8PDwQKvVMnfuXKWcopubG6tXr8bHx4fExERSU1Px9/dn1KhRjB07lpSUFACmTZtGfHw8ALGxscyaNQuAoKAgEhMTHzufM2fO4Ovr+8ScCCGEEELUdQZ1R/3Bgwe4u7uTm5vLrVu3iI6OBkCj0bBmzRoaNGhAZmYmY8aMoX///vz6669ERkYSExODlZUVf/zxxzPHEBERQVRUFDY2Nty9e7fEbc6fP8/evXuxsLCgf//+jB49mh07dhAdHc2mTZuYN28e3bp1Y9u2bRgZGbF9+3bWrl1LUFAQ69at4/3336dbt27cu3cPjUbDtm3b6NOnD9OmTUOn03H//v1yxbplyxYAdu3aRUpKCv7+/nzzzTc0adKE9evXo9FouHz5Mu+88w5xcXEA/PLLL+zZswdra2t8fHw4efIkjo6OBAUFsWHDBmxtbQkMDOTLL7/Ez89PyX9MTAwAEydOZNGiRbRt25bTp0+zaNEiNm7cyAcffICPjw+tWrVi/fr1bN26tdw5LyknFSGdSZ//zqTyIKcQQoi6yKAm6o8ufUlOTmbOnDns3r2bwsJCPv74Y44fP45KpeLmzZvcvn2bo0ePMmTIEKysrACwsLB45hicnZ0JCgpi6NChDBw4sMRtHB0dlRKCrVu3pnfv3gB06NCBpKQkANLT05k5cya3bt0iLy+PVq30a2u7du1KWFgYWq2WQYMGUb9+fRwdHQkODubhw4cMGDAABweHcsV68uRJxo8fD0C7du1o0aIFly5domXLloSEhHD+/HlUKhWXL19W9nn55Zd54YUXAOjUqRNpaWk0aNCAVq1aYWtrC4CnpydbtmxRJurDhg0D9N9sJCcnF1vOUnTnvWnTpsyYMYMJEyawevXqCv1blJSTipDOpM9/Z9LWjc1xbWFVZje52tRtripJZ1IqtN3zTvKgJ51Ja3fslak25cGgJuqPcnZ25s6dO2RmZnLo0CEyMzOJi4tDrVbj5uZGbm6usmzjWeXm5io/h4SEcPr0aQ4ePIiHhwfx8fFYWloW297ExET5WaVSKa9VKpVS1WTx4sX4+fnRv39/kpKSWL16NQCTJ0/mtdde49ChQ3h7e7N+/XpcXFzYvHkzhw4dIjAwEH9/fzw8PMqM+0nnv2HDBpo2bUpCQgIFBQW8/PLLJcZubGyMTqcrM49mZmbK8Ro1aqT8MfVXFy5cwMLCgoyMjBLfNzY2Vo71aM5Lykm7du1KjelR0pm07jxEWZOdSWsL6UyqJ9eDnuRBTzqTyrVQpLZ1JjXYNeopKSnodDosLCzIysqiSZMmqNVqjh49SlpaGgC9evUiMTGRO3fuAFRo6UvTpk1JSUmhoKCg2Jr31NRUnJycCAgIwNLSkvT09KeKPysrCxsbGwBl7XbR+B07dmTy5Ml06dKFS5cukZaWRpMmTfD29ub111/n559/LtcxXFxc2LVrFwCXLl3ixo0b2NnZkZWVRbNmzVCpVCQkJJRaEhHAzs6OtLQ0rly5AkBCQgIuLi6PbVd0533fvn2AfuJ+/vx5AH766Se+//57du7cybp167h69epj+7ds2ZKzZ88C8M9//rPUnAghhBBC1HUGdUe9aI066CeB4eHhGBsbo9VqmTZtGqNGjcLBwQE7OzsA7O3tmTp1Kr6+vqhUKjp37kxYWFi5jjVr1iymTJlC8+bNsbe3JycnB4Bly5Zx5coVCgsL6dmzJ506dXqqc3nzzTcJCAjAxsYGJycnrl3TN2qJjo4mKSkJlUpF+/btefXVV9mzZw9RUVHUq1cPc3NzwsPDy3WMsWPHsmDBArRaLcbGxoSGhmJiYsLYsWN56623SExMxNXVFXNz81LH0Wg0hIaGEhAQgE6no0uXLk+snLN8+XIWLlxIZGQkDx8+ZNiwYdjZ2fHee+8RGhqKjY0Nc+bMITg4mI0bNz6Wk3nz5vHZZ5/h5OSk/L6knAghhBBC1HVGhZW1fkSIGvL779my9EW+zpQ8/K/qyENRh9jS6trX9HHletCTPOhVRh7Ct+grqM0ZV/H+LoZArgU9WfoihBBCCCGEeGYyURdCCCGEEMIAGeREPTIykuHDh6PVanF3d+f06dOAvppJeWuMl0dSUpLSDOh5tn//fn799Vfl9YoVKzh8+DBQclMlgJiYmGIPwZYkLi6OmzdvKq/nzZtX7DhCCCGEEOLpGdTDpKCvn37w4EF27tyJiYkJmZmZ5Ofrm9ls3LiRkSNHKuUCH/U07e2PHTuGubk5XbvWzvVm5bV//3769u1L+/btAYrVQX+SJz1M+qidO3dib2+vVLdZsmTJswUqhBBCCCEUBjdRv3XrFpaWlkq976JmRhs3biQjI4OJEydiYWHBpk2bcHZ2xs/Pj3//+9/MmTMHU1NTwsLCyMnJwdLSktDQUKytrfH19aVTp06cOXOG7Oxsli5dipWVFbGxsahUKr7++mvmz59P8+bNCQ4OJjMzEysrK0JDQ2nRogVBQUFoNBp+++03rl+/TmhoKDt37uTUqVM4OTkRFhbG9u3buXjxIsHBwQBs27aNlJQU5s6dS3x8PFFRURgZGdGxY0eWL19OZmYmCxYs4Pr16wAEBwfTrVs3jh07pkx4jYyM2Lx5Mw0aFH/wYPr06aSnp5Obm8uECRMYM2YMoK89P2HCBL777jtMTU2JiIggNTWVAwcOcOzYMSIjI1m1ahURERH07duXIUOGABAVFaU0avroo49o06YNq1atwtzcHH9/f86dO8eCBQu4f/8+rVu3ZunSpRw5coSzZ8/y7rvvYmpqytatW5k0aRKBgYE4Ojry/fff88knn6DT6bC0tCQ6OrrYmAAjRozg008/xcrKirfffpv09HQKCgqYPn260mRJCCGEEKKuMriJeu/evVmzZg2DBw+mV69eDBs2jB49ejBhwgQ2bNhAdHS0MnnPycnB3t6egIAA8vPz8fX1JSIiAisrK/bu3csnn3xCaGgoAPfv3yc2Npbjx48THBzM7t27eeONN4pNHKdOnYqHhweenp7s2LGDxYsXExERAcDdu3fZuHEj3377LVOnTiUmJgZ7e3u8vLw4d+4cw4cPZ+TIkcyePRu1Wk1cXByLFi3i4sWLREZGEhMTg5WVlVLrfcmSJUycOJHu3btz/fp1/P392bdvH+vWreP999+nW7du3Lt3D43m8bbpS5cuxcLCggcPHuDl5cWgQYOwtLQkJycHJycnZs6cybJly9i2bRvTp0/Hzc2t2MT8rxo0aMCOHTuIj49n6dKlfPbZZ8XeDwwMZP78+fTo0YMVK1awevVq5s2bx5YtW5SJ+aMyMzOZP38+mzdv5sUXXyyzvv0PP/yAtbU1n3/+OaCvQV8RsSnp/JmbX6F9nifqFGOlEUxNcbJqSA/rxjUagxBCCPG8MbiJev369YmLi+PEiRMkJSUxc+ZMZs2axahRox7b1tjYmMGDBwP6hj8XLlzg73//OwAFBQU0a9ZM2Xb48OGAvklQdnY2d+/efWy85ORkVq1aBYC7uzvLly9X3uvXr59yR7xp06Z07NgRgPbt25OWloaDgwM9e/bk4MGD2NnZkZ+fT8eOHdm0aRNDhgxR/riwsLAA4PDhw8XWc2dnZ5OdnU3Xrl0JCwtDq9UyaNAg6tev/1icmzZt4l//+hcAN27c4MqVK1haWqJWq+nXrx8AXbp04ccffyxXzkeMGKHkqOgPmyJZWVlkZWXRo0cPADw9PctcOnPq1Cm6d+/Oiy++WOycn6RDhw6Eh4ezfPly+vXrR/fu3csVd5F6ahXqgoote3reqNU1d/5X795HnZXDIOAnUwAAIABJREFU8Jeqt1RfSWpTW+iqVNV5UKfUTCv1ih5Xrgc9yYPes+ZBbVIz131lqs2xV6balAeDm6iDfgLu6uqKq6srHTp0ID4+vsSJukajUdalFxYWYm9vz9atW0sc08jIqNTXZe1TtBTHyMhI+RlApVLx8OFDAEaPHs2nn36KnZ2dEu+TytQXFBSwdetWTE1Ni/1+8uTJvPbaaxw6dAhvb2/Wr19Pu3btlPeTkpI4fPgwW7duxczMDF9fX3JzcwFQq9VKzCqVqsyOpFWlsLCwxPwaGxtTUFCgvC6K29bWlri4OA4dOsRHH31E7969efPNN8t9PK/W1lJHvQZr435x/hr5+boar89b03kwFNWRh6JvcKo73xU5rlwPepIHvcrIQ35ezVz3lUWuBT2po/6MfvvtNy5fvqy8PnfuHC1atAD0d9vv3btX4n62trZkZmaSnJwMQH5+PhcvXlTe37t3LwAnTpygYcOGNGzY8LHxnJ2d2bNnDwC7du2iW7duFYrdycmJ9PR0du/erdyl7tWrF4mJidy5cwdAWQbSp08fNm/eXOw8AVJTU+nYsSOTJ0+mS5cuXLp0qdgxsrKyaNy4MWZmZqSkpHDq1Kky4yotbwD79u0D9DlydnYu9l7Dhg1p1KgRJ06cACAhIQEXF5dSx3V2dub48eNcvXq12Dm3bNmSX375BYCff/5Z6dZ68+ZNzMzMcHd3x9/fX9lGCCGEEKIuM7g76jk5OSxevJi7d+9ibGxMmzZtCAkJAcDb25tJkybRrFkzNm3aVGw/ExMTVq5cyeLFi8nKykKn0zFx4kTs7e0BaNy4MW+88YbyMCnol7PMmDGDb7/9lvnz5/Pee+8RHBxMVFSU8jBpRQ0dOpRz587RuLF+va69vT1Tp07F19cXlUpF586dCQsLY968eYSEhKDVatHpdHTv3p2QkBCio6NJSkpCpVLRvn17Xn311WLjv/rqq8TGxqLVarG1teWVV14pM6Zhw4Yxf/58Nm3axMqVKx97Py8vj9GjR1NQUMDHH3/82Pvh4eHKw6QvvviikhdPT08WLFigPExaxMrKipCQEN566y0KCgpo0qQJ69evZ/DgwSQkJODu7o6joyNt27YF4MKFCyxbtgyVSkW9evVYuHBhedMthBBCCPHcMip80tqM54ivr2+JDz1WhSlTpuDn50evXr2q/FhC7/ffs2XpSw0vfbmRk0tz88cffK5OavXTP1T7PD0MWx3Xwxfn9d+GTepUvc8lVOS4Nf25MBSSB73KyEP4Fn3flTnjamdJZ7kW9GTpSx119+5dBg8ejEajkUm6ELXIjZxcTmfK/3gJIYQwPAa39KUq/HWZTFVo1KgR33zzTZUfRwhD1NxcU+13V//qae+SFN2lFUIIIQyN3FH/i8jISIYPH45Wq8Xd3Z3Tp08DsGHDBu7fv19px0lKSuI///lPpY1nyN54441yvX/z5k1mzJhRHSEJIYQQQhi8OnFHvbySk5M5ePAgO3fuxMTEhMzMTPLz9Y10Nm7cyMiRIzEzM3tsP51Op5SJLK9jx45hbm5O1661c61bRcTGxpbrfRsbmxIfdhVCCCEMQWpGlrJWvSq4vmRD31daVtn4ovaRifojbt26haWlpVInvahJ0caNG8nIyGDixIlYWFiwadMmnJ2d8fPz49///jdz5szB1NSUsLAwcnJysLS0JDQ0FGtra3x9fenUqRNnzpxRKs5YWVkRGxuLSqXi66+/Zv78+TRv3pzg4GAyMzOVijMtWrTg9u3bLFiwQCl1uHDhQrp27cr69ev56quvAPDy8sLPzw+A+Ph4oqKilOZMy5cvL3EMa2trpk6dyu7duwGIiooiJyeHt956i40bNxIbG4uxsTHt27fnk08+KZana9euERgYqHzDMH/+fLp27cqKFSs4cOAAoO9O2qdPH0JDQ3F2diY5ObnM969du1YsJiGEEKKuSM3IBpCJuihGJuqP6N27N2vWrGHw4MH06tWLYcOG0aNHDyZMmMCGDRuIjo5WJu85OTnY29sTEBBAfn4+vr6+REREYGVlxd69e/nkk0+UMob3798nNjaW48ePExwczO7du3njjTcwNzfH398fgKlTp+Lh4YGnpyc7duxg8eLFREREsHjxYlxcXFizZg06nY6cnBzOnj1LXFwc27Zto7CwEG9vb3r06IFarSYyMpKYmBisrKyU+uUljfHnn38+MQ+ff/45Bw4cwMTEpMQOrkXlFjUaDZcvX+add94hLi6OgIAAAgICyMrKYuzYsYwbN67YfmW9/7RiU9L5Mze/UsaqjdQpT1/tpDIYQsUXIYSoDq2tG1ZZ1ZeqvFMvai+ZqD+ifv36xMXFceLECZKSkpg5cyazZs0qsSuqsbExgwcPBuDSpUtcuHCBv//974C+62izZs2UbYcPHw6Ai4sL2dnZJU5+k5OTWbVqFQDu7u4sX74cgKNHj7Js2TLlmA0bNuTkyZMMGDAAc3NzAAYOHMiJEycwMjJiyJAhyh8TFhYWTxyjtIl6x44deffdd+nfvz8DBgx47P2HDx8SEhLC+fPnUalUxRpUFRYW8u677+Ln50eXLl0e27es959GPbUKdUHFlh49b9Tqmjv/1o3NcW1hZRAtmZ8mhoq2pa8NqvpcaipnFT3u8/Rv+iwkD3rPmge1SdVe91U9flWPXZvUpjzIRP0vjI2NcXV1xdXVlQ4dOhAfH1/iRF2j0Sjr0gsLC7G3ty/W9OdRRkZGpb4uzz6PelLp+4qUxK9Xrx4FBQXK69zcXOXnzz//nOPHj3PgwAEiIiLYs2cP9er936WyYcMGmjZtSkJCAgUFBbz88svKe6tWrcLGxobXX3+9xOOW9f7T8GptLXXUDaA2bk3H8LR5yM/XcSMnl6U/nKuUOGq6Jnt1XA9F3+BU9795RY5rKJ+LmiZ50KuMPOTnVe11X9Xjy7WgJ3XUa7Hffvut2N3hc+fO0aJFC0B/t/3evXsl7mdra0tmZibJyckA5Ofnc/HiReX9vXv3AnDixAkaNmxIw4YNHxvP2dmZPXv2ALBr1y66desGQK9evfjyyy8B/UOr2dnZuLi4sH//fu7fv09OTg779++ne/fu9OrVi8TERO7cuQOgLH0paYwmTZrw+++/c+fOHfLy8jh48CCg/zbgxo0b9OzZk9mzZ5OVlUVOTk6x883KyqJZs2aoVCoSEhLQ6fT/cfnuu+84fPgw7733Xol5Kut9IWo7qckuhBCiMskd9Ufk5OSwePFi7t69i7GxMW3atCEkJAQAb29vJk2aRLNmzR6ry25iYsLKlStZvHgxWVlZ6HQ6Jk6ciL29PQCNGzfmjTfeUB4mBejXrx8zZszg22+/Zf78+bz33nsEBwcTFRWlPEwKMG/ePObPn89XX32FSqVi4cKFODs7M2rUKEaPHg3oHybt3LkzoF/r7uvri0qlonPnzoSFhT1xjH/84x94e3vTqlUr7OzsAP1Efvbs2WRnZ1NYWIifnx+NGjUqdr5jx47lrbfeIjExEVdXV2UJzrp168jIyFDicnNzIyAgQNmvrPeFqCmVVQdearILIYSoTEaFFVkvISrM19eXwMBAHB0dazqU59bvv2fL0hf5OvOZGx5V5kS9Jps/Vcf1UFPnWZHjyudCT/KgVxl5KHrYs6ofJq2q8eVa0JOlL0IIIYQQQohnZpAT9eepO+imTZtq/G76/v37+fXXX5XXK1as4PDhw4B++UlmZuZj+8TExBAfH1/quHFxcdy8eVN5PW/evGLHEUIIIYQQT8/g1qhLd9DKt3//fvr27Uv79u0ByrUu3MfHp8xtdu7cib29PTY2NgAsWbLk2QIVQgghhBAKg5uoG2J30KCgIDQaDb/99hvXr18nNDSUnTt3curUKZycnAgLC2P79u1cvHiR4OBgALZt20ZKSgpz584tsVtoZmYmCxYs4Pr16wAEBwfTrVs3jh07pkx4jYyM2Lx5Mw0aFF/PNH36dNLT08nNzWXChAmMGTMG0FeOmTBhAt999x2mpqZERESQmprKgQMHOHbsGJGRkaxatYqIiAj69u3LkCFDAH1X0qSkJAA++ugj2rRpw6pVq5SGTOfOnWPBggXcv3+f1q1bs3TpUo4cOcLZs2d59913MTU1ZevWrUyaNElZj//999/zySefoNPpsLS0JDo6utiYACNGjODTTz/FysqKt99+m/T0dAoKCpg+fTrDhg2rystMCCGEEMLgGdxE3RC7gwLcvXuXjRs38u233zJ16lRiYmKwt7fHy8uLc+fOMXz4cEaOHMns2bNRq9XExcWxaNEiLl68WGK30CVLljBx4kS6d+/O9evX8ff3Z9++faxbt47333+fbt26ce/ePTSaxzs+Ll26FAsLCx48eICXlxeDBg3C0tKSnJwcnJycmDlz5v9n797joizz/4+/Zobh5AEYTb/qakKi4uoSiafVh+URFYcBD6irqLuWGpXmWoq4aPFTBEzddMVqF09girmISUirlWRZqKWlRQ8VTTwfGjdAFHCG3x8j90qIHGSQw+f5ePjYmbnv+7qv+5q7fVxcc93Xm+joaLZv305wcDADBw4s0TH/rcaNG7Njxw6SkpKIiIjg3XffLbF93rx5hIWF0bNnT95++23+8Y9/sHDhQrZs2fLAB2WNRiNhYWHEx8fTtm1b5ZrLcuDAAVq0aMF7770HWJZ/rAxJJn28yaS1RVXbQZJVhRBC1Fa1rqNeG9NBwbKcYvGIePPmzenUqRMAHTp04OLFi3h4eNC7d2/279+Pm5sbhYWFdOrUibi4uAemhR48eLDEfO7c3Fxyc3N55plniIyMRK/XM3ToUBo1alSqnnFxcezduxeAy5cvc+7cOVxcXNBqtQwYMACArl278uWXX1aozUeOHKm0UfEfNsVycnLIycmhZ8+eAAQEBJQ7debYsWN4e3vTtm3bEtdclo4dOxIVFcXy5csZMGAA3t7eFap3MUkmfbzJpLVJVdqhOpNVa0vKqSSTUqn96jtpBwtJJpV7oVhdaoda11GH2pkOWjwVR6VSKa8B1Go1d+/eBWDs2LG88847uLm5KfUta/VLs9lMQkIC9vb2JT6fPn06zz77LGlpaQQGBrJhwwaeeuopZXt6ejoHDx4kISEBBwcHgoKClFRRrVar1FmtVitBRDWtqKjoge2r0WgemIbq6upKYmIiaWlprFixgr59+/Lyyy9X+HySTCpLbsGjt0N1tGF1p5xC5ZNOJZnUQv67sJB2sJBkUrkXisnyjI+oNqaDVpSnpydXrlwhOTlZGaUuKy20X79+xMfHl7hOgKysLDp16sT06dPp2rUrZ8+eLXGOnJwcnJyccHBwIDMzk2PHjpVbr4e1G8CePXsASxt5eXmV2NakSROaNm3KkSNHANi1axc9evR4aLleXl4cPnyY8+fPl7jmNm3a8OOPPwLwww8/cOGCZU3kq1ev4uDggMFgYNq0aco+QjR0knQqhBANW60bUa+N6aCVMXz4cDIyMnBysoyAubu7l5kWGh4ejl6vx2Qy4e3tTXh4OJs2bSI9PR21Wk2HDh3o379/ifL79+/Ptm3b0Ov1uLq68vTTT5dbpxEjRhAWFkZcXByrV68utb2goICxY8diNptZuXJlqe1RUVHKw6Rt27ZV2iUgIIDFixcrD5MW0+l0hIeH88orr2A2m2nWrBkbNmzAx8eHXbt2YTAY6NatG+3btwfg5MmTREdHo1arsbGx4Y033qhocwtR61RXyilI0qkQQjR0DSKZtCbTQWfMmMHUqVPp06eP1c8lLCSZVH7OhNrRDtWd2FmV8iSZ1KI23A+1gbSDhSSTyr1QTKa+NFDZ2dn4+PhgZ2cnnXQhhBBCCPHIat3UF2v47TQZa2jatCkff/yx1c8jhBBCCCEahlo5or5u3Tp8fX3R6/UYDAa+++47ADZu3Mjt27er7Tzp6el8++231VZebbVv374SS0G+/fbbHDx4EICBAwdiNBpLHbN161aSkpIeWm5iYiJXr15V3i9cuLDEeYQQQgghRNXVuhH1o0ePsn//fnbu3ImtrS1Go5HCQkuYzebNm/Hz88PBwaHUcSaTSVmqsaIOHTqEo6MjzzxjnflgtcW+fft47rnn6NChA0C566ADTJgwodx9du7cibu7Oy1btgRQElWFEEIIIcSjq3Ud9evXr+Pi4qKsVV4cFLR582auXbvGlClTcHZ2Ji4uDi8vL6ZOncoXX3zB/Pnzsbe3JzIykry8PFxcXFi2bBktWrQgKCiIzp07c/z4cWXVF51Ox7Zt21Cr1Xz44YeEhYXRqlUrQkNDMRqNyqovrVu3JiQkBDs7O86cOcOlS5dYtmwZO3fu5NixY3h6ehIZGckHH3zAqVOnCA0NBWD79u1kZmayYMECkpKSiI2NVQKTli9fjtFoZPHixVy6dAmA0NBQunfvzqFDh5QOr0qlIj4+nsaNSz54EBwczJUrV8jPz2fy5MmMGzcOsCyLOHnyZD777DPs7e2JiYkhKyuLTz/9lEOHDrFu3TrWrFlDTExMiaTS2NhY0tPTAVixYgVPPvkka9asUVJbMzIylFVf2rVrR0REBF999RUnTpzgtddeU1Z9eeGFF5SHdj///HNWrVqFyWTCxcWFTZs2lSgTLEFL77zzDjqdjldffZUrV65gNpsJDg5mxIgR1rzNhBBCCCFqvVrXUe/bty9r167Fx8eHPn36MGLECHr27MnkyZPZuHEjmzZtUjrveXl5uLu7M3v2bAoLCwkKCiImJgadTkdKSgqrVq1SlhK8ffs227Zt4/Dhw4SGhpKcnMz48eNLdBxnzpyJv78/AQEB7NixgyVLlhATEwNYHhbdvHkzn3zyCTNnzmTr1q24u7szZswYMjIy8PX1xc/Pj9dffx2tVktiYiJvvvkmp06dYt26dWzduhWdTqesKb506VKmTJmCt7c3ly5dYtq0aezZs4f169ezaNEiunfvzq1bt7CzKx1tHhERgbOzM3fu3GHMmDEMHToUFxcX8vLy8PT0ZM6cOURHR7N9+3aCg4MZOHBgiY75bzVu3JgdO3aQlJREREQE7777bont8+bNIywsjJ49e/L222/zj3/8g4ULF7Jly5YHrqZjNBoJCwsjPj6etm3bKtdclgMHDtCiRQvee+89wLJWfGVsy7zCr/mFlTqmPtFmapQgmIasNrTD5bx8WjmW/m9WCCGEqIpa11Fv1KgRiYmJHDlyhPT0dObMmcPcuXMfmEyq0Wjw8fEB4OzZs5w8eZI///nPgCX584knnlD29fX1BaBHjx7k5uaSnZ1dqryjR4+yZs0aAAwGA8uXL1e2DRgwQBkRb968OZ06dQKgQ4cOXLx4EQ8PD3r37s3+/ftxc3OjsLCQTp06ERcXx7Bhw5Q/LpydnQE4ePBgifncubm55Obm8swzzxAZGYler2fo0KE0atSoVD3j4uLYu3cvAJcvX+bcuXO4uLig1WoZMGAAAF27duXLL7+sUJsXhzP5+vqWWjs+JyeHnJwcevbsCVjWTi9v6syxY8fw9vambdu2Ja65LB07diQqKorly5czYMAAvL29K1TvYjZaNVpz5aPj6xOttmFff7HH3Q7tnBzp1VpXbfHU2syqRYpbOx67qvWq6fPWpZhwa5J2sHjUdtDaWve+t3b51i67LqlL7VDrOupg6YD36tWLXr160bFjR5KSkh7YUbezs1PmpRcVFeHu7l4ieOd+v420f1DE/cOOKZ6Ko1KplNcAarWau3fvAjB27Fjeeecd3NzclPqWtUy92WwmISEBe3v7Ep9Pnz6dZ599lrS0NAIDA9mwYQNPPfWUsj09PZ2DBw+SkJCAg4MDQUFB5OfnA6DVapU6q9VqTKbHM7pYVFT0wPbVaDSYzWblfXG9XV1dSUxMJC0tjRUrVtC3b19efvnlCp9vTLsWso66rI1bq9qhuupR/AtBZcqriXaoSr1q+ry16X54nKQdLKqjHQoLrHvfW7t8uRcsZB31R3TmzBl+/vln5X1GRgatW7cGyo6sB0tnz2g0cvToUQAKCws5deqUsj0lJQWAI0eO0KRJE5o0aVKqPC8vLz766CMAdu/eTffu3StVd09PT65cuUJycrIySt2nTx9SU1O5efMmgDINpF+/fsTHx5e4ToCsrCw6derE9OnT6dq1K2fPni1xjpycHJycnHBwcCAzM5Njx46VW6+HtRvAnj17AEsbeXl5ldjWpEkTmjZtypEjRwDYtWsXPXr0eGi5Xl5eHD58mPPnz5e45jZt2vDjjz8C8MMPP3DhgiW85OrVqzg4OGAwGJg2bZqyjxBCCCFEQ1brRtTz8vJYsmQJ2dnZaDQannzyScLDwwEIDAzkhRde4Iknnii1NrqtrS2rV69myZIl5OTkYDKZmDJlCu7u7gA4OTkxfvx45WFSsExnmTVrFp988glhYWH87W9/IzQ0lNjYWOVh0soaPnw4GRkZODk5AeDu7s7MmTMJCgpCrVbTpUsXIiMjWbhwIeHh4ej1ekwmE97e3oSHh7Np0ybS09NRq9V06NCB/v37lyi/f//+bNu2Db1ej6urK08//XS5dRoxYgRhYWHExcWxevXqUtsLCgoYO3YsZrOZlStXltoeFRWlPEzatm1bpV0CAgJYvHix8jBpMZ1OR3h4OK+88gpms5lmzZqxYcMGfHx82LVrFwaDgW7dutG+fXsATp48SXR0NGq1GhsbG954442KNrcQQgghRL2lKiprbkY9EhQU9MCHHq1hxowZTJ06VdJJa9Avv+TK1Bf5ObNetsM/f7L86vRC599V+JiaaIeq1Kumz1sf74eqkHawqI52iNpiyV2ZP9E6Szpbu3y5Fyxk6ksDlZ2djY+PD3Z2dtJJF0IIIYQQj6zWTX2xht9Ok7GGpk2b8vHHH1v9PEIIIYQQomGQEXVRaXfu3GHSpEmYTCamTZuGt7c3M2bMKLHPn/70JwwGAwaDgX79+hEcHAzAr7/+yksvvYRer2fMmDGcPHkSsMyTnzhxorKCjhBCCCFEQ9cgRtRF9fr3v//NkCFD0Gg0PP/889y+fbvUspjvv/++8vqVV15h0KBBALzzzjt4eHiwdu1aMjMzlQdobW1t6dOnDykpKfj5+dXo9QghhBBC1EYyoi4qbffu3UrHu0+fPg8MZSqWm5vL119/zeDBgwHIzMykd+/eADz11FNcvHiRGzduADB48GB2795d6fo0bWqHs7P9Q/85OdnTpIk9jRrZ4uioVf7X0VGLg4MGOzsb7Oxs0GrVqNUqVCrQaFTY2mrQai3/bGzUaDSWf1qtGhsbDRqNusTnarUKtVqlvL//MxsbSzm2tpay/rfm/f37W879sM+FEEII0TDIiLqolIKCAs6fP8/vflex1R727dtHnz59aNzY8pRz586d2bt3L97e3nz//fdcunSJK1eu0Lx5c9zd3Tl+/Hil67TyixNk3ylErVGj1WopKCgALKFSGrUlEEujUYNKxd27d9FqtRQVFVFYWAhFoFKrUKvVmE1mbGw0FAE2GhsKCgowmc2oVJagK62NFpVahclkwmQy3Qt2svyta2OjwWwyg8rSKacITGYTKlSo1CpLeYUFmM1mioq4txSlRqmvZdUaS3kajQYbG5t7n5v/97laja2tHb9d30abqVGCYH7LU9eEni2cKt2mQgghhHj8pKMuKuXmzZs0aVLx6N3k5GTGjh2rvJ8+fTpLly7FYDDQsWNHPDw8sLGx3IYajaXjmpubq3TsK8Le3o4ClQa1Wn3vfcm0V5VKBUVFlg64jQ1qtZoisxkbGxuKioosx91bpVStsZSjUqmw0dooSaoqlUopn6IizPf2Lx4VVwFFxfupVJYO+b3zFx93f3lqtaXjrbq3dvxvz6NSWUbglc/v1a2sRF2tVlPqs/PZt9Hm5OH7+5pdQu9xqkux0BWhzaxapLi126Gq9arp89a3+6GqpB0sHrUdtLbWve+tXb61y65L6lI7SEddVIq9vb0yYl2emzdvcvz4cdauXat81rhxYyUwqaioiEGDBpUYnS8oKMDOzq5SdZrUsZ2so/6ANWH/+dMFCgtNDWbd3Pq4RnDxLyWVua6aaIeq1Kumz1sf74eqkHawqI52KCyw7n1v7fLlXrCQddRFvebk5ITJZCI/P7/cfVNTU3nuuedKdLyzs7OVjv4HH3yAt7e3Mnp+8+ZNdDodWq3WOpUXQgghhKhDpKMuKq1v37588803gGUZxtmzZ/PVV1/Rv39/Dhw4oOyXkpKCr69viWMzMzMZOXIkw4YN4/PPP2fhwoXKtvT0dJ599tmauQghhBBCiFpOpr6ISps0aRIbNmzgj3/8Y4llGH/rQUFTXl5e/Oc//3ng/snJyfz1r3+ttnoKuJyXr8SuP4g8bCqEEELUXjKiLiqtS5cu9OrVC5PpwSuNVEVBQQGDBw/Gzc2t2soUD3c5L5/vjDJfUQghhKitZERdVMmYMWOqtTxbW1v8/f2rtUwBrRzteKHzg1d9edhIuxBCCCEePxlRF5V2584dJk2axIkTJxg3bhy+vr7o9XpSUlJK7fv//t//w8vLq9Tn33//PR4eHqSmpgKWEfWJEydy9+5dq9dfCCGEEKIukBF1UWn//ve/GTJkCI0aNSIqKor27dtz9epVRo8eTb9+/WjatCkAx48fJzs7u9TxJpOJt956i379+imf2dra0qdPH1JSUvDz86uxaxFCCCGEqK2koy4qbffu3bz11lsl1j9v2bIlOp0Oo9FI06ZNMZlMREdHs2LFCvbt21fi+Li4OHx8fEqlkA4ePJgVK1ZUuqO+5dR5cvLvorkXYFT8T6VSoVKplPfwv/Ahk8mkbL9f8X4q7n2uApVKjdlsupdohJI2SpHlo6Iis+UIlYp72UqYzffKR4VaYwkuKioOL1KrALWyr+V4lPoVVXJJ+LKSSS/n5dPKsXJr0gshhBCi9pCOuqiUgoICzp8/X6IUzJo+AAAgAElEQVSTDpapLIWFhbRr1w6A+Ph4Bg0aRIsWLUrsd/XqVfbt28emTZtKddTd3d1LfVYRt/Nuc7vAhFqjpqioqETKp42NDRQVYTKblU65jUbDnXvrwGs0liS44s68RqOhoKAAzb0UUI3mf+mghYWFqNVq1PfSRAHMZjMmk0lJOC1OFi1eK95GY4Nao4YiKLxbqHTybbVabGxsKCgstHTii4pQq9RobDTY29uXmUBalgclk7ZzcqRXa12ZCWyPK13SmurTtYAkkz7qeevb/VBV0g4Wkkwq90KxutQO0lEXlXLz5k2aNCl5g1+7do3XX3+dqKgo1Go1V69eJTU19YHLMy5dupTXXntN6SDfT6PRoNVqyc3NVUKQKmJu/z88dHvx6Pr/RtZV9/4VYTZbRr+LilA6xyqVCrPZjNlcfCyAinuD8feOsWxXqSxJY5ay//e+uCyTyXxvm+re55YyTSbLHxSWjr3qXj2594dG5YbUy0tZK2vb40qXtJb6mLonyaRVP299vB+qQtrBQpJJ5V4oVteSSaWjLirF3t5eGS0GyM3NZcaMGbz66qs8/fTTAGRkZJCVlcXQoUMBuH37NkOGDGHv3r2cOHFCWSv95s2bpKWlYWNjw+DBgwHLiP39SaYV8euvdyrdua0tqtIxr07lrbNeEbIWuxBCCGEd0lEXleLk5ITJZCI/Px+VSsVLL72EwWBg+PDhyj7PPfccX375pfLey8uLvXv3AvDpp58qn4eEhPDcc88pnfSbN2+i0+nQarU1dDXiUV3Os0whko66EEIIUf2koy4qrW/fvnzzzTdcv36dI0eO8N///pedO3cCEBkZiYeHR5XKTU9P59lnn63OqopyPGyd9YqQtdiFEEII65GOuqi0SZMmsWHDBpYvX47BYCh3/6NHjz7w88jIyBLvk5OTlWkxQgghhBANnQQeiUrr0qULvXr1wmQqvSRgVRUUFDB48GDc3NyqrUwhhBBCiLpMRtRFlYwZM6Zay7O1tcXf379ayxRCCCGEqMtkRF3UiDt37jBp0iROnDjBuHHj8PX1Ra/Xk5KSouwzZ84cfv7558dXSSGEEEKIWkQ66qJG/Pvf/2bIkCE0atSIqKgoPvroI/71r38RERFBdnY2ABMmTOBf//rXY66pEEIIIUTtIFNfRI3YvXs3b731VolE05YtW6LT6TAajTRt2hRvb29CQkK4e/eukvxZEdsyr/BrfqE1ql0naDM1ShBMZVzOy6eVY+XWrBdCCCFEzZGOurC6goICzp8/X6KTDvD9999TWFhIu3btAFCr1Tz55JP89NNPdO3atcLl22jVaM2lk04bEq228tffzsmRXq11jxSl/Lii5MtSW+pRXaravtZuh8f1vVf2vPXtfqgqaQeLR20Hra1173trl2/tsuuSutQO0lEXVnfz5k2aNCn5H8W1a9d4/fXXiYqKQq3+3wwsnU7HtWvXKlX+mHYt6mwyaXV41DjkRzn2cUXJP0h9jMeuSvvWRDs8ru+9Muetj/dDVUg7WFRHOxQWWPe+t3b5ci9YPM52UKtVNGvWuHLHWKkuQijs7e0pKChQ3ufm5jJjxgxeffVVnn766RL7FhQUYG9vX9NVFEIIIYSodWREXVidk5MTJpOJ/Px8VCoVL730EgaDgeHDh5fa9+eff6ZDhw6PoZaiqi7n5VcqodRT14SeLZysWCMhhBCifpCOuqgRffv25ZtvvuH69escOXKE//73v+zcuROwJJR6eHhw48YN7OzsaNGixWOurbCWy3n5ANJRF0IIISpAOuqiRkyaNIkNGzawfPlyDAbDA/dJTk5m3LhxNVwz8ahaOdrxQufflb8jVGrkXQghhGjoZI66qBFdunShV69emExlLyPYpEkTAgICarBWQgghhBC1l3TURY24c+cOSUlJZGRklJlM+sUXX3Dhgoy4CiGEEEKAdNRFDZFkUiGEEEKIypGOuqgRu3fvZtCgQbi6utK+fXugZDIpgLe3NwcPHuTu3buPsaZCCCGEELWDPEwqrM7ayaTbMq/wa35htda5LtFmapQgmAeR5RCFEEKIukk66sLqrJ1MaqNVozVrqqWudZVW++DrP599G21OHr6/r9iqLJU+byUj3a0dPV+XYqEroqrtZe12sPb3WF3nrW/3Q1VJO1g8ajtoba1731u7fGuXXZfUpXaQjrqwOmsnk45p1wKzuaha6loXPSwO+Z8/XaCw0GS9yOtKRslbM3q+PsZjV6W9aqIdrPk9Vtd56+P9UBXSDhbV0Q6FBda9761dvtwLFo+zHdRqFc2aNa7UMdJRF1YnyaRCCCGEEJUnHXVRIySZVAghhBCicqSjLmqEJJM+Ppfz8q2WCHo5L59WjnZWKVsIIYRo6GR5RlEjJJm0fmrlaIenru48lCOEEELUJTKiLmrMmDFjHrp99OjRNVSThqWVox0vdLbOqi9CCCGEsJ4GOaLu4eGBwWDAz8+PgIAAvv322yqVs3XrVpKSkgAICQkhNTUVgKCgII4fP15t9a1pCxcu5PTp0wC88847j7k2QgghhBANU4McUbe3t2fXrl0AHDhwgJUrVxIfH1/pciZMmFDdVasVli5dqrx+9913mTlzZqWON5lMaDSaMt8LIYQQQojyNciO+v1yc3Np2rQpALdu3SI4OJjs7Gzu3r3L7NmzGTx4MABJSUnExsaiUqno1KkTy5cvZ82aNTg6OjJt2rQyy/fy8uLo0aMApKamsn//fiIjI9mzZw9r165FrVbTpEkTtmzZUuK49PR0Vq9ejbOzM2fPnsXb25s33ngDtVrN4sWLOX78OPn5+fj4+DBr1iwABg4ciL+/P5999hl3797l73//O0899RTff/89ERER3LlzB3t7eyIiInBzc8NkMvHWW2/xxRdfABAYGEhQUBBBQUHMmzePjz/+mDt37mAwGOjQoQMrVqxg165dxMXFUVhYiKenJ4sXL0aj0eDl5cXUqVP54osvmD9/PvPmzWPUqFF8+eWXTJo0iVu3bpGQkEBhYSFPPvkk0dHRODg4YDQaWbx4MZcuXQIgNDSU7t27V+o7lGTSspNJa+PDnr99uFWSU4UQQogHa5Ad9eLOZ35+PtevX2fTpk0A2NnZsXbtWho3bozRaGTcuHEMGjSI06dPs27dOrZu3YpOp+O///3vI9chJiaG2NhYWrZsSXZ29gP3+f7770lJSaF169Y8//zz/Oc//2HYsGHMmTMHZ2dnTCYTU6dO5aeffqJz584AuLi4sHPnTrZs2cL69etZunQpbm5uxMfHY2Njw8GDB1m1ahVr1qwhISGBCxcusHPnTmxsbEpd12uvvcaWLVuUXx8yMzPZs2cPW7duRavV8sYbb7B79278/f3Jy8vD3d2d2bNnK8fb2dmxdetWwJJOGhgYCMCqVavYsWMHQUFBLF26lClTpuDt7c2lS5eYNm0ae/bsqVRbSjJp2cmk7Zwc6dVaV2tS2LSZGlSq/9W3upNTa8t1VhdJJn2089a3+6GqpB0sJJlU7oVidakdGmRH/f6pL0ePHmX+/PkkJydTVFTEypUrOXz4MGq1mqtXr3Ljxg2+/vprhg0bhk6nA8DZ2fmR6+Dl5UVISAjDhw9nyJAhD9znD3/4A23btgXA19eXb775hmHDhrFnzx62b9/O3bt3uX79OpmZmUpHfejQoQB07dqVvXv3ApCTk8P8+fM5d+4cKpWKwkLL6PNXX33F+PHjsbGxqdB1ffXVV5w4cUJ5KPTOnTs0a9YMAI1Gg4+PT4n9R4wYobw+deoUf//738nJyeHWrVv069cPgIMHDyrz4cHyC0dubi6NG1c8uUuSSctPWastaXSFhSb+z8GOqU+1Aqo3ObU+pu5JMmnVz1sf74eqkHawkGRSuReKSTJpHePl5cXNmzcxGo2kpaVhNBpJTExEq9UycOBA8vPzKSqqnk5gfn6+8jo8PJzvvvuO/fv34+/vT1JSEi4uLiX2V6lUpd6fP3+e9evXs2PHDpycnAgJCSlRrlarBUCtVitLIb799tv06tWLtWvXcuHCBSZPngxAUVFRqXM8TFFREQEBAcydO7fUNjs7u1Lz0B0cHJTXISEhxMTE0LlzZxITEzl06BAAZrOZhIQE7O3tK1wPIYQQQoiGoEGu+nK/zMxMTCYTzs7O5OTk0KxZM7RaLV9//TUXL14EoE+fPqSmpnLz5k2ASk19ad68OZmZmZjNZvbt26d8npWVhaenJ7Nnz8bFxYUrV66UOvb777/n/PnzmM1m9uzZQ/fu3bl16xYODg40adKEGzdu8Pnnn5dbh5ycHFq2bAmgpIGCJS1027Zt3L17t8zrsrGxUUbg+/Tpw8cff8wvv/yi7F/cRuW5desWTzzxBIWFhezevVv5vF+/fiUe5M3IyKhQeUIIIYQQ9V2DHFEvnqMOllHiqKgoNBoNer2eF198kVGjRuHh4YGbmxsA7u7uzJw5k6CgINRqNV26dCEyMrJC55o7dy4zZsygVatWuLu7k5eXB0B0dDTnzp2jqKiI3r17K1NX7vf000+zYsUKTp48ibe3N0OGDFHO7+vrS9u2bXnmmWfKrcPzzz9PSEgIGzZsoHfv3srnY8eO5eeff8bPzw8bGxsCAwOZNGlSiWMDAwPx8/OjS5curFixgldffZW//OUvmM1mtFotixYtok2bNuXWYfbs2YwdO5Y2bdrQsWNHbt26BViWggwPD0ev12MymfD29iY8PLzc8oQQQggh6jtVUXXN6xDVKj09nfXr1/Puu+8+7qrUer/8kitz1OvIvMPi1V6KA5h++/5R1KV2qKiqtE9NtEN1fm/WOm99vB+qQtrBojraIWqLJXNl/sTyB8hqY/lyL1jUtTnqDX7qixBCCCGEELVRreyor1u3Dl9fX/R6PQaDge+++w6AjRs3cvv27Wo7T3p6epVTSa2tV69e1Taavm/fvhIrq7z99tscPHgQsKy9bjQaSx1zf+pqWRITE7l69ary/v5EUyGEEEII8Whq3Rz1o0ePsn//fnbu3ImtrS1Go1F5mHHz5s34+fmVWE2kWFXSLw8dOoSjo2OF5nnXZfv27eO5556jQ4cOACXWOi9LRVJXd+7cibu7u/Kg6v2JpkIIIYQQ4tHUuo769evXcXFxwdbWFkBZu3zz5s1cu3aNKVOm4OzsTFxcXKk0THt7eyIjI8nLy8PFxYVly5bRokULgoKC6Ny5M8ePHyc3N5eIiAh0Oh3btm1DrVbz4YcfEhYWRqtWrQgNDcVoNKLT6Vi2bBmtW7cmJCQEOzs7zpw5w6VLl1i2bBk7d+7k2LFjeHp6EhkZyQcffMCpU6cIDQ0FYPv27WRmZrJgwYIHppqWlch56NAhpcOrUqmIj48vtaZ4cHAwV65cIT8/n8mTJzNu3DjAstTk5MmT+eyzz7C3tycmJoasrCw+/fRTDh06xLp161izZg0xMTE899xzDBs2DIDY2FjS09MBWLFiBU8++WSJ1NWMjAwWL17M7du3adeuHREREcqa6q+99hr29vYkJCTwwgsvMG/ePLp168bnn3/OqlWrMJlMuLi4sGnTplJJriNHjuSdd95Bp9Px6quvcuXKFcxmM8HBwSXWYBdCCCGEaIhqXUe9b9++rF27Fh8fH/r06cOIESPo2bMnkydPZuPGjWzatEnpvN+fhllYWEhQUBAxMTHodDpSUlJYtWoVy5YtA+D27dts27aNw4cPExoaSnJyMuPHjy/RcZw5cyb+/v4EBASwY8cOlixZQkxMDADZ2dls3ryZTz75hJkzZ7J161bc3d0ZM2YMGRkZ+Pr64ufnx+uvv45WqyUxMZE333yTU6dOPTDVtKxEzvXr17No0SJlKUY7u9Lx7xERETg7O3Pnzh3GjBnD0KFDcXFxIS8vD09PT+bMmUN0dDTbt28nODiYgQMHluiY/1bjxo3ZsWMHSUlJRERElJpyM2/ePMLCwujZsydvv/02//jHP1i4cCFbtmxROub3MxqNhIWFER8fT9u2bctdzvLAgQO0aNGC9957D7AsJ1kZ2zKv8Gt+YaWOqU+0mRolCKameeqa0LOF02M5txBCCFHf1bqOeqNGjUhMTOTIkSOkp6czZ84c5s6dy6hRo0rte38a5tmzZzl58iR//vOfAUuQzhNPPKHs6+vrC0CPHj3Izc0lOzu7VHlHjx5lzZo1ABgMBpYvX65sGzBggDIi3rx5czp16gRAhw4duHjxIh4eHvTu3Zv9+/fj5uZGYWEhnTp1Ii4u7oGppmUlcj7zzDNERkai1+sZOnQojRo1KlXPuLg4JXX08uXLnDt3DhcXF7RaLQMGDAAsyaRffvllhdp85MiRShsV/2FTLCcnh5ycHHr27AlAQEBAuVNnjh07hre3t5KqWl7iaceOHYmKimL58uUMGDAAb2/vCtW7mI1WjdZcuWlP9Y1WW/PXfz77NtqcPHx/X/GVP34bAV/dUfR1KRa6IqraPtZuh+r+3qx13vp2P1SVtIPFo7aD1ta69721y7d22XVJXWqHWtdRB0sHvFevXvTq1YuOHTuSlJT0wI76/WmYRUVFuLu7k5CQ8MAyH5TyWZ779ymeiqNSqZTXYEkALQ4MGjt2LO+88w5ubm5Kfcta/bKsRM7p06fz7LPPkpaWRmBgIBs2bOCpp55Stqenp3Pw4EESEhJwcHAgKChISSbVarVKne9PJq1pZSWeajQazGaz8r643q6uriQmJpKWlsaKFSvo27cvL7/8coXPN6ZdC1me8TEsNfXPny5QWGiq1Ll/GwFfnVH09XHpsaq0T020Q3V+b9Y6b328H6pC2sGiOtqhsMC69721y5d7wUKWZ3xEZ86c4eeff1beZ2Rk0Lp1a8Ay2l4clPNbrq6uGI1Gjh49CkBhYSGnTp1StqekpABw5MgRmjRpQpMmTUqV5+XlxUcffQTA7t276d69e6Xq7unpyZUrV0hOTlZGqctKNS0rkTMrK4tOnToxffp0unbtytmzZ0ucIycnBycnJxwcHMjMzOTYsWPl1uth7QawZ88ewNJGXl5eJbY1adKEpk2bcuTIEQB27dpFjx49Hlqul5cXhw8f5vz58yWuuU2bNvz4448A/PDDD1y4YFkT+erVqzg4OGAwGJg2bZqyjxBCCCFEQ1brRtTz8vJYsmQJ2dnZaDQannzySSWpMjAwkBdeeIEnnniCuLi4EsfZ2tqyevVqlixZQk5ODiaTiSlTpuDu7g6Ak5MT48ePVx4mBct0llmzZvHJJ58QFhbG3/72N0JDQ4mNjVUeJq2s4cOHk5GRgZOTZd5uWammZSVybtq0ifT0dNRqNR06dKB///4lyu/fvz/btm1Dr9fj6urK008/XW6dRowYQVhYGHFxcaxevbrU9oKCAsaOHYvZbGblypWltkdFRSkPk7Zt21Zpl4CAABYvXqw8TFpMp9MRHh7OK6+8gtlsplmzZmzYsAEfHx927dqFwWCgW7dutG/fHoCTJ08SHR2NWq3GxsaGN954o6LNLYQQQghRbzWIZNKgoKAHPvRoDTNmzGDq1Kn06dPH6ucSFpJM+vimvlzOy6eVY+kHnstSvL8kk1aMJJNW/bz18X6oCmkHC0kmlXuhmEx9aaCys7Px8fHBzs5OOulClKGVox2eurrzEI8QQgjxONW6qS/W8NtpMtbQtGlTPv74Y6ufR4ja5P7RcSGEEEJUrwY1ou7h4YHBYMDPz4+AgAC+/fbbKpWzdetWkpKSAAgJCSE1NRWwTLE5fvx4tdW3Iu4///0yMjJIS0ur0boIIYQQQojq0yBG1IvZ29uza9cuwBKys3LlyhIrr1TUhAkTqrtq1S4jI4MTJ07w7LPPVviYu3fvYmPzv1vCZDIpy18KIYQQQoia1aBG1O+Xm5tL06ZNAbh16xZTpkwhICAAvV7Pvn37lP2SkpLQ6/VK6ijAmjVriI2NfWj59y9zmJqaSkhICGBZCnHkyJH4+fkxceLEUsddu3aNiRMnYjAYGDlypLIsYlnlgSU86U9/+hM+Pj589tlnFBQUsHr1alJSUjAYDKSkpJCXl8eCBQsYPXo0/v7+yjUmJiYya9YsZs6cyV/+8hfS09MJCgpi7ty56PV6AIKDgxk1ahS+vr4lVnfx8vJi1apV+Pn5ERgYyI0bNwBLMukrr7zC6NGjGT16NN98880D223kyJFcuHCBvLw8pk+fjp+fHyNHjlSW0hRCCCGEaMga1Ij6nTt3MBgM5Ofnc/36dTZt2gRYgpPWrl1L48aNMRqNjBs3jkGDBnH69GnWrVvH1q1b0el0ynrgjyImJobY2Fhatmz5wHTU5ORk+vXrx4svvojJZOL27dvllnnx4kXi4+PJyspi8uTJ7N27l1mzZnHixAkWLVoEwMqVK+nduzfLli0jOzubsWPH8sc//hGwJIl++OGHODs7k56ezvHjx9m9e7eSLBoREYGzszN37txhzJgxDB06FBcXF/Ly8vD09GTOnDlER0ezfft2goODWbp0KVOmTMHb25tLly4xbdo0Za32Bzlw4AAtWrTgvffeAyxrxVfGtswr/JpfWKlj6hNtpkYJgqlJlV3xRQghhBCV06A66vdPfTl69Cjz588nOTmZoqIiVq5cyeHDh1Gr1Vy9epUbN27w9ddfM2zYMHQ6HQDOzs6PXAcvLy9CQkIYPnw4Q4YMKbW9W7duhIaGcvfuXQYPHoyHh0e5ZQ4fPhy1Wk379u1p27YtZ86cKbXPF198waeffsr69esBSyro5cuXAejbt2+Ja+vWrZvSSQfLw7h79+4F4PLly5w7dw4XFxe0Wi0DBgwAoGvXrnz55ZeAZYT/9OnTyvG5ubnk5uaWWf+OHTsSFRXF8uXLGTBgAN7e3uVe8/1stGq05oY9RUerrfnrb+fkSK/WukeKYq7uKPq6FAtdEVVtH2u3Q3V/b9Y6b327H6pK2sHiUdtBa2vd+97a5Vu77LqkLrVDg+qo38/Ly4ubN29iNBpJS0vDaDSSmJiIVqtl4MCB5OfnU11LzOfn5yuvw8PD+e6779i/fz/+/v4kJSXh4uKibO/Rowfx8fGkpaUxb948pk2bhr+/f5nlAahUqoe+L7Z69Wrc3NxKfPbdd9/h4OBQ4jNHR0fldXp6OgcPHiQhIQEHBweCgoKU82u1WuVcarUak8kyqms2m0lISMDe3r5EuRqNBrPZXOo6XF1dSUxMJC0tjRUrVtC3b19efvnlB17Dg4xp10LWUX+Ma+M+yrmrM4r+cbeDNVSlfWqiHarze7PWeevj/VAV0g4W1dEOhQXWve+tXb7cCxayjnodkZmZiclkwtnZmZycHJo1a4ZWq+Xrr7/m4sWLAPTp04fU1FRu3rwJUKmpL82bNyczMxOz2VxizntWVhaenp7Mnj0bFxcXrly5UuK4ixcv0qxZMwIDAxk9ejQ//PDDQ8sDy5x1s9lMVlYW58+fx9XVlUaNGnHr1i1ln379+hEfH6/88fHjjz9W6DpycnJwcnLCwcGBzMxMjh07Vu4xxecqlpGRAUCbNm2U8/7www9cuGAJL7l69SoODg4YDAamTZtW4boJIYQQQtRnDWpEvXiOOkBRURFRUVFoNBr0ej0vvvgio0aNwsPDQxl1dnd3Z+bMmQQFBaFWq+nSpQuRkZEVOtfcuXOZMWMGrVq1wt3dnby8PACio6M5d+4cRUVF9O7dm86dO5c47tChQ8TGxmJjY4OjoyNRUVEPLQ8sI9KTJk3il19+4c0338TOzo5evXrx3nvvYTAYmDFjBsHBwURERODn50dRURFt2rTh3XffLfc6+vfvz7Zt29Dr9bi6uvL000+Xe8zChQsJDw9Hr9djMpnw9vYmPDwcHx8fdu3ahcFgoFu3brRv3x6AkydPEh0djVqtxsbGhjfeeKNCbSyEEEIIUZ+piqprfocQj8kvv+TK1Jc6+nNmdUbR1+V2KEtV2qcm2qE6vzdrnbc+3g9VIe1gUR3tELXFkr0yf+Iz1VGlGi9f7gULmfoihBBCCCGEeGTSURdCCCGEEKIWalAddQ8PDwwGA35+fgQEBPDtt99WqZytW7eSlJQEQEhICKmpqQAEBQVx/PjxaqtvRdx//vtlZGSQlpZWo3URQgghhBDVp0E9THr/OuoHDhxg5cqVJVYnqagJEyZUd9WqXUZGBidOnODZZ5+t8DF3797FxuZ/t4TJZEKjadjrkwshhBBCPC4NakT9frm5uTRt2hSAW7duMWXKFAICAtDr9SWWP0xKSkKv1+Pn58frr78OwJo1a4iNjX1o+V5eXsrr1NRUQkJCANizZw8jR47Ez8+PiRMnljru2rVrTJw4EYPBwMiRIzly5MhDywNLwNCf/vQnfHx8+OyzzygoKGD16tWkpKRgMBhISUkhLy+PBQsWMHr0aPz9/ZVrTExMZNasWcycOZO//OUvpKenExQUxNy5c9Hr9QAEBwczatQofH19SUhIKHGNq1atws/Pj8DAQG7cuAGA0WjklVdeYfTo0YwePZpvvvnmge02cuRILly4QF5eHtOnT8fPz4+RI0eSkpLy0LYVQgghhGgIGtSIevHyjPn5+Vy/fp1NmzYBYGdnx9q1a2ncuDFGo5Fx48YxaNAgTp8+zbp169i6dSs6na5S66iXJSYmhtjYWFq2bEl2dnap7cnJyfTr148XX3wRk8nE7du3yy3z4sWLxMfHk5WVxeTJk9m7dy+zZs3ixIkTLFq0CICVK1fSu3dvli1bRnZ2NmPHjuWPf/wjAMeOHePDDz/E2dmZ9PR0jh8/zu7du5V00oiICJydnblz5w5jxoxh6NChuLi4kJeXh6enJ3PmzCE6Oprt27cTHBzM0qVLmTJlCt7e3ly6dIlp06axZ8+eMut/4MABWrRowXvvvQdY1m6vjG2ZV/g1v7BSx9Qn2kyNEgTzMJ66JvRs4VQDNaqcy3n5ymoej+K37VBbr1cIIYSoqAbVUb9/6svRo0eZP3HePcoAACAASURBVH8+ycnJFBUVsXLlSg4fPoxarebq1avcuHGDr7/+mmHDhqHT6QBwdnZ+5Dp4eXkREhLC8OHDGTJkSKnt3bp1IzQ0lLt37zJ48GA8PDzKLXP48OGo1Wrat29P27ZtOXPmTKl9vvjiCz799FPWr18PWFJBL1++DEDfvn1LXFu3bt2UTjpAXFwce/fuBeDy5cucO3cOFxcXtFotAwYMAKBr1658+eWXgGWE//Tp08rxubm55Obmlln/jh07EhUVxfLlyxkwYADe3t7lXvP9bLRqtOaGPUVHq3349Z/Pvo02Jw/f39fscnrl0WZqUKnKr3+Fy7tXTm293srSZlYtUtza8dhVrVdNn7cuxYRbk7SDxaO2g9bWuve9tcu3dtl1SV1qhwbVUb+fl5cXN2/exGg0kpaWhtFoJDExEa1Wy8CBA8nPz6e6lpjPz89XXoeHh/Pdd9+xf/9+/P39SUpKwsXFRdneo0cP4uPjSUtLY968eUybNg1/f/8yywNQqVQPfV9s9erVSphTse+++w4HB4cSnzk6Oiqv09PTOXjwIAkJCTg4OBAUFKScX6vVKudSq9WYTJbRTLPZTEJCAvb29iXK1Wg0mM3mUtfh6upKYmIiaWlprFixgr59+/Lyyy8/8BoeZEy7FrKOejlrwv7zpwsUFppq3Rq6hYUm/s/BjqlPtXrksu5vh9p6vZVV/AtBZa6jJtYIrkq9avq8sma0hbSDRXW0Q2GBde97a5cv94KFrKNeR2RmZmIymXB2diYnJ4dmzZqh1Wr5+uuvuXjxIgB9+vQhNTWVmzdvAlRq6kvz5s3JzMzEbDaXmPOelZWFp6cns2fPxsXFhStXrpQ47uLFizRr1ozAwEBGjx7NDz/88NDywDJn3Ww2k5WVxfnz53F1daVRo0bcunVL2adfv37Ex8crf3z8+OOPFbqOnJwcnJyccHBwIDMzk2PHjpV7TPG5imVkZADQpk0b5bw//PADFy5YpjtcvXoVBwcHDAYD06ZNq3DdhBBCCCHqswY1ol48Rx2gqKiIqKgoNBoNer2eF198kVGjRuHh4aGMOru7uzNz5kyCgoJQq9V06dKFyMjICp1r7ty5zJgxg1atWuHu7k5eXh4A0dHRnDt3jqKiInr37k3nzp1LHHfo0CFiY2OxsbHB0dGRqKioh5YHlhHpSZMm8csvv/Dmm29iZ2dHr169eO+99zAYDMyYMYPg4GAiIiLw8/OjqKiINm3a8O6775Z7Hf3792fbtm3o9XpcXV15+umnyz1m4cKFhIeHo9frMZlMeHt7Ex4ejo+PD7t27cJgMNCtWzfat28PwMmTJ4mOjkatVmNjY8Mbb7xRoTYWQgghhKjPVEXVNb9DiMfkl19yZepLBaa+XM7Lp5WjXYXKrKkHMasziv63U1+qq9zHqbLfG1jm6Vfk4eJHUVynmm7fynyv8jO/hbSDRXW0Q9QWS/bK/InPVEeVarx8uRcsZOqLEKJOu5yXz3dG+T9zUbZWjnZ46urOw1hCCFFX1cqpL+vWrSM5ORm1Wo1arSY8PBxPT082btzIuHHjSj38WFXp6elotVqeecY6f73WFvv27aN9+/Z06NABgLfffpsePXooyzNWxgsvvMCKFSuUNeiLrVmzBkdHR6ZNm1YtdRbVr6IjoNWxVKKoPpUduZZRMyGEqD9qXUf96NGj7N+/n507d2Jra4vRaKSw0LJG9ubNm/Hz83tgR70qKZqHDh3C0dGxQXTUn3vuOaWjPnv27CqX9c9//rO6qiWEEEIIIR6i1nXUr1+/jouLC7a2tgDKGuabN2/m2rVrTJkyBWdnZ+Li4vDy8mLq1Kl88cUXzJ8/H3t7eyIjI8nLy8PFxYVly5bRokULgoKC6Ny5M8ePHyc3N5eIiAh0Oh3btm1DrVbz4YcfEhYWRqtWrQgNDcVoNKLT6Vi2bBmtW7cmJCQEOzs7zpw5w6VLl1i2bBk7d+7k2LFjeHp6EhkZyQcffMCpU6cIDQ0FYPv27WRmZrJgwQKSkpKIjY1FpVLRqVMnli9fjtFoZPHixVy6dAmA0NBQunfvzqFDh1i6dClgWWYxPj6exo1LzmcKDg7mypUr5OfnM3nyZMaNGwdYlpycPHkyn332Gfb29sTExJCVlcWnn37KoUOHWLduHWvWrCEmJobnnnuOYcOG8dVXXxEVFYXJZKJr1668+eab5OfnM2bMGNatW4ebmxt//etf6d27N4GBgQwcOJAdO3ag0+lYt24dSUlJtGrVCp1Ox+9//3vl2hMSEigsLOTJJ58kOjoaBwcHQkJCaNy4MSdOnOD69eu8/vrrDBs2jGvXrjFnzhxyc3MxmUy88cYblV5LXQghhBCivql1HfW+ffuydu1afHx86NOnDyNGjKBnz55MnjyZjRs3smnTJqXznpeXh7u7O7Nnz6awsJCgoCBiYmLQ6XSkpKSwatUqli1bBsDt27fZtm0bhw8fJjQ0lOTkZMaPH19iusbMmTPx9/cnICCAHTt2sGTJEmJiYgDIzs5m8+bNfPLJJ8ycOZOtW7fi7u7OmDFjyMjIwNfXFz8/P15//XW0Wi2JiYm8+eabnDp16oHppmWld65fv55FixbRvXt3bt26hZ1d6YfIKpsUOnDgQKVjfr/8/HxCQkLYuHEjrq6uzJs3j/fff5+pU6eyaNEiFixYwOTJk/n1118JDAwsceyJEydISUkhKSkJk8lEQECA0lEfMmSIsv+qVavYsWMHQUFBAFy7do3333+fM2fO8OKLLzJs2LAqpbHeT5JJy394sLIPJAohhBDi8at1HfVGjRqRmJjIkSNHSE9PZ86cOcydO5dRo0aV2lej0eDj4wPA2bNnOXnyJH/+858BS+jOE088oezr6+sLWAKFcnNzyc7OLlXe0aNHWbNmDQAGg4Hly5cr2wYMGKCMiDdv3pxOnToB0KFDBy5evIiHhwe9e/dm//79uLm5UVhYSKdOnYiLi3tgumlZ6Z3PPPMMkZGR6PV6hg4dSqNGjUrVs7JJoWU5e/Ysv/vd73B1dQUgICCALVu2MHXqVPr27Utqairh4eFKmuv9jhw5wuDBg5VpSAMHDlS2nTp1ir///e/k5ORw69Yt+vXrp2wbPHgwarWaDh06cOPGDaBqaaz3k2TS8pM92zk50qu1rkJpbDWZOlnd5you53ElZ1a32ppM+rhIMmnVSDtYSDKp3AvF6lI71LqOOlg64L169aJXr1507NiRpKSkB3bU7ezslHnpRUVFuLu7k5CQ8MAyK5reWdY+xVNxVCqV8hosiZx3794FYOzYsbzzzju4ubkp9S1r9cuy0junT5/Os88+S1paGoGBgWzYsIGnnnpK2V6VpNCyPGxlTrPZTGZmJnZ2dvz3v//l//7v/0rtU1YbhoSEEBMTQ+fOnUlMTOTQoUPKtvvbrlhF0lgfRpJJK/7wYEX2q8nUyeo81/3t8LiSM6tbbU0mfVwkmbTypB0sJJlU7oVisjzjIzpz5gw///yz8j4jI4PWrVsDlErbvJ+rqytGo5GjR48CUFhYyKlTp5TtKSkpgGUkuEmTJjRp0qRUeV5eXnz00UcA7N69m+7du1eq7p6enly5coXk5GRGjhwJlJ1uWlZ6Z1ZWFp06dWL69Ol07dqVs2fPljhHVZJCy2o3Nzc3Ll68yLlz5wDYtWsXPXr0AGDjxo089dRTrFy5ktDQUOWB3mI9evRg79693Llzh9zcXD777DNl261bt3jiiScoLCxk9+7d5davrDRW8fhczsvnnz9dqPS/Q9d+fdxVF0IIIeqNWjeinpeXx5IlS8jOzkaj0fDkk08SHh4OQGBgIC+88AJPPPEEcXFxJY6ztbVl9erVLFmyhJycHEwmE1OmTMHd3R0AJycnxo8frzxMCpbpLLNmzeKTTz4hLCyMv/3tb4SGhhIbG6s8TFpZw4cPJyMjAycnS1hMWemmZaV3btq0ifT0dGV6SP/+/UuUX5Wk0BEjRhAWFkZcXByrV69WPrezs2PZsmXMnj1beZh0woQJnD17lg8++IAPPviAxo0b06NHD9atW8esWbOUY3//+98zYsQIDAYDbdq0KfFHzezZsxk7dixt2rShY8eOZf5xVaysNFZRt1zOs/yyUxNBSUIIIURD0CCSSYOCgpg3bx7dunWz+rlmzJjB1KlT6dOnj9XPJSwkmbR6f8araqpnVY6TZNKHq8p11OeftyWZtPKkHSwkmVTuhWIy9aWBys7OxsfHBzs7O+mkCyGEEEKIR1brpr5Yw2+nyVhD06ZN+fjjj61+HiGEEEII0TCUO6Lu4eGBwWDAz8+PgIAAvv322yqdaOvWrSQlJQGWVUFSU1MBy7SU48ePV6nMmpCYmKjMka9t1qxZQ2xsrFXKLu97yc7OZsuWLcr7q1evlpjDLoQQQgghHk25I+r29vbKOtoHDhxg5cqVJVYrqagJEyZUvnZ1iMlkUpaKrCsepc7Z2dls3bqViRMnAtCyZcsSD6oKIYQQQohHU6k56rm5uTRt2hSwLME3ZcoUAgIC0Ov17Nu3T9kvKSkJvV6vJHVCxUZ/vby8lNepqamEhIQAsGfPHkaOHImfn5/SMbxfeno6EydO5KWXXmLEiBEsWrQIs9mMyWQiJCSEkSNHotfr2bhxI1lZWQQEBCjH/vzzz8qa599//z3jx4/Hz8+PMWPGkJubC1jSNKdNm8bQoUOJjo4uUd+3336bsWPHcvToUb766iv8/f3R6/UsWLCAgoICAN566y1GjBiBXq9XVjT59NNPGTt2LP7+/kydOlUJ/7l16xYLFixAr9ej1+uV6TSff/45AQEB+Pn5MWXKFKUOp0+fJigoiEGDBrF582bl8+DgYEaNGoWvr2+JteUrWudiH3zwgbJKDsD27dtZtmwZK1asICsrC4PBQFRUFBcuXFCWpDSZTERFRSnXUDz1aODAgRiNRgCOHz+upJUeOnQIg8GAwWDA399faXchhBBCiIas3BH1O3fuYDAYyM/P5/r162zatAmwLO23du1aGjdujNFoZNy4cQwaNIjTp0+zbt06tm7dik6nU9YNfxQxMTHExsbSsmXLByaKgqWTnZKSQuvWrXn++ef5z3/+w+9+9zuuXr1KcnIyYBkFbtq0KY0bNyYjIwMPDw8SExMJCAigoKCAOXPmsGrVKv7whz+Qm5urhBFlZGSQlJSEra0tw4YNIygoiFatWpGXl4e7uzuzZ88mPz+foUOHsnHjRlxdXZk3bx7vv/8+/v7+7N27l9TUVFQqlVL/7t27s337dlQqFR988AH/+te/lKCgxo0bK+uP//rrrxiNRsLCwoiPj6dt27Yl2vTs2bNs3ryZ3Nxchg8fzoQJE9BqtURERODs7MydO3cYM2YMQ4cOxcXFpUJ1njp1qlK+r6+v8geXVqslMTGRN998k0aNGnHq1Cnl15YLFy4oxyQkJHDhwgV27tyJjY1NuffA+vXrWbRoEd27d+fWrVvY2VUu6n5b5hV+zS8sf8d6SpupUYJgqsPlvHxaOVbuOxBCCCFE9avU1JejR/8/e/ceFnWZN378PTMMJw+cCh8zTSxUfHSJIg9hmpqiK8Nw8LAmpE9sHljTdS1F/XViSwUTN1ttc0PXpBC3CNNFd+1JWcvEMjU1vFwpBRGPsMlBB5iZ3x/z8F1IQAZnOH5e1+V1Dd/5fu/vfX+c4bq5557P5yhLlixh165dmM1mkpKS+Prrr1Gr1Vy+fJlr165x6NAhxo8fj6enJwDu7u533cmAgADi4uKYMGECY8eOrfOcX/ziF/Ts2ROwTC6PHDnCsGHDyM/P5/e//z0jR45UStlPnjyZjz/+mKVLl5KZmclf//pXfvzxR+69915+8YtfANC583/S5wwbNowuXSzlZh988EEKCgro3r07Go2G4OBgwDJhvv/++/Hx8QEgPDycDz74gKioKJycnFi+fDlPPvkkTz75JACXLl1i4cKFXL16lYqKCu6/35Ju7KuvviIpKUm5t5ubG59//jmBgYHK+GrGdOTIkTg6OuLp6YmnpyfXr1/nv/7rv9i6dSt79+4FoLCwkPPnz+Ph4dGoPtecqLu6ujJ06FD2799Pnz59qKyspF+/frUm5j/31Vdf8atf/QoHB4fb+luXRx55hFWrVqHT6Rg3bhydOnVq8Pyfc9Cq0Zra1rYjW9NqbTf+Xm6uDLnP0+oSy00pd9+UaxpS3Y6t220pTR1HWx93fayNR3uNg7UkDhZ3Gweto31/r9i7fXu33Za0pThYlfUlICCA4uJiioqKyMrKoqioiPT0dLRaLaNHj8ZgMDRYlt4aBoNBeRwfH8/x48fZv38/YWFhZGRk4OHhUev8n5ezV6lUuLm5sWPHDr744gs+/PBDdu/ezcqVKwkODmb9+vUMHTqU//7v/8bDw4PLly/f1ka1mmXvNRoNRqNl9dLJyUnZ413fuB0cHPjoo4/46quv+Nvf/kZKSgrvv/8+r7/+OjNnzmTMmDFkZ2fzxz/+UWnn5/2o61h9fauqqiI7O5uDBw+SlpaGi4sL0dHRSjwb0+efmzx5Mn/605/o06ePsk2oIfX1V6PRKPes+f87a9YsRo4cSVZWFlOmTGHz5s08+OCDjeobwKRe3pJH3Q45Ya1tsynl7ptyTX1qxsGW7bakpoyjPedKtiYe7TkO1pA4WNgiDpUV9v29Yu/25bVg0a7zqOfm5mI0GnF3d6ekpAQvLy+0Wi2HDh2ioKAAsKw+79mzh+LiYgCrtr7cc8895ObmYjKZau15z8vLw9/fnwULFuDh4cGlS5duu/a7774jPz8fk8nE7t27efTRRykqKsJsNhMcHMyCBQv4/vvvActkdfjw4bz66qvKxLNPnz5cuXKF7777DrDsx6+qqmp03/v06UNBQQHnz58HYMeOHTz22GOUlZVRUlLCyJEjWbZsGadPnwagpKSEbt26ASjZcACCgoJqfVn3p59+IiAggK+//pr8/HzgzjEtKSnBzc0NFxcXcnNzOXbsmFV9/jl/f38uXbrErl27lH3onTp1qrfiaFBQENu2bVPiV93fHj16cPLkSQD+8Y9/KOfn5eXRr18/Zs2axcCBA/nxxx8bHJ8QQgghREfQ6D3qYFkpTUhIQKPRoNPpmDt3LhEREfj5+dGnTx8AfH19mTNnDtHR0ajVagYMGMCqVasa1ZlFixYxe/Zsunfvjq+vL+Xl5QAkJiZy/vx5zGYzQ4cOpX///rdd+/DDD7NmzRrOnDlDYGAgY8eO5cyZMyxduhSTyQTA7373O+V8nU7HP/7xD2U7jKOjI2vXruX111/n1q1bODs7s3nz5kb1GyyT/5UrV7JgwQKMRiMDBw5k2rRp/Pvf/yY2NlZZQV66dCkA8+bNY8GCBXTr1g1/f39lK8ncuXOJj48nJCQEtVrNvHnzGDduHPHx8Tz//POYTCa8vLwa7NuIESPYtm0bOp0OHx8fHn74Yav6XJcJEyaQk5ODm5ulPLyHhwePPPIIISEhPPHEE7W+5Dt58mTOnTtHaGgoDg4OTJkyhaioKObNm8fy5ct599138ff3V87fsmUL2dnZqNVqHnroIUaMGNHouAshhBBCtFcqs632qrSg7OxsNm3axLvvvtvoa5KTkykpKeG3v/2tHXvWfsyePZuZM2e2yqqr16+XytaXVvBxZlPK3TflmvrUjIMt221JTRlHa3k92IM18WjPcbCGxMHCFnFI+MBSR2bJ9Eds0aVmb19eCxZtbetLh6hM+nO/+c1vyMvLUzLYiPrduHGDyZMn069fv1Y5SRdCCCGEaK/axUR9yJAhDBkypNHnr1+/3o69aV+6du2q5HIXQgghhBDNx6ovkwrRVLdu3SIqKgqj0Yifn59S4GjOnDnKOQsXLuTcuXMt10khhBBCiFakXayoi9bv448/ZuzYsWg0mlq5+WuaNm0a7733Hq+//noL9FAIIYQQonWRFXXRLHbu3MmYMWMaPCcwMJCDBw9alRazJahUoNGocXCw/NNo1KhUKtRqVR3H79yeRqNSrnFwUKNWN+IiIYQQQrR7sqIu7K6iooL8/Hyl+qrBYCAiIgIHBwdmzZrFU089BYBareaBBx7g9OnTDBw4sNHtb8u9xE+GSrv0vS4mk5EKg0FJ+6lSq9FqtahUUFFRidlkAhWoVWqcnJxQqRuoGmo2Y6i4hclowmQ2o1apUGs0ODk5AY2bsGtzNUohmLr4e3ZhsLebNUNsssJyg5KZo7Hnd3d1smOPhBBCiLZLJurC7oqLi+nS5T/levft20e3bt3Iz89nxowZ9O3bl169egHg6enJlStXrGrfQatGa2pgMmxzGhwdtZYJOZYquCq15cMpJ0dHS/VVlcpyvBFL6lrHzphMJqWiq1pt/QddWm3d48+/cRNtSTkT/9v+aQq1uRpUqvr7Updebq4Muc/TZuWcq9uxttR8a9XUcbT1cdfH2ni01zhYS+Jgcbdx0Dra9/eKvdu3d9ttSVuKg0zUhd05OztTUVGh/FxdkbVnz54MHjyY77//XpmoV1RU4OzsbFX7k3p5Sx71enLC/vn0BSorjc2SM7ay0sh/uTgx88HuVl9ri/7VjIM1peZbs6aMoz3nSrYmHu05DtaQOFjYIg6VFfb9vWLv9uW1YNHW8qjLHnVhd25ubhiNRgwGAz/99JMyaS8qKuLbb7/loYceUs49d+5crZ+FEEIIIToqWVEXzSIoKIgjR47g7OzMK6+8gkqlwmw289xzzykT82vXruHk5IS3t3cL91YIIYQQouXJRF00i6ioKDZv3szq1avZuXNnnefs2rWLqVOnNnPP2j9rv+DZnF8+FUIIIUT9ZOuLaBYDBgxgyJAhGI31Zyfp0qUL4eHhzdgr8XOF5QaOF8keRiGEEKI1kBV10WwmTZrU4PORkZHN1JOOpburE8/1b1zWF2tW3oUQQghhX7KiLprFrVu3iIqKUlbUS0tLeeKJJ4iPj1fOWbhwIefOnWuhHgohhBBCtC4yURfN4uOPP2bs2LFoNJY8sX/4wx8YPHhwrXOmTZvGe++91xLdE0IIIYRodWTri2gWO3fu5M033wTg5MmTXL9+nSeeeIKTJ08q5wQGBhIXF0dVVRUODo1/aVZXJjWbjJgBzKBSq1Cr1Ngzu7pKhVKoqJq6oSqkdtJQZVKp/CmEEEK0XTJRF3ZXUVFBfn4+999/PyaTiYSEBBITE/nqq69qnadWq3nggQc4ffo0AwcObHT7Dlo15ptVVFZVKZNmtUqF1tERrVZr07HUVFVVRVVVJSaTSfnjQKMxWV2wyRbqqwZqbeXPu6no2RqqgUplUpp0flshlUmbRuJgIZVJ5bVQrS3FQSbqwu6Ki4vp0sXypvjwww8ZMWIE3bvXXb3S09OTK1euWNV+dWVStVqFSqUCzJjNNEu1Uss9ASx54S3/7H7bWhpTZa2xVdjupqJnS1cDlcqkFu25+qBUJrWexMFCKpPKa6FaW6tMKhN1YXfOzs5KNdKjR49y5MgRUlNTKSsro7KyEldXV1544QXAsvre1BVpy8S8eWfJ//ljoJln50IIIYRo92SiLuzOzc0No9GIwWBgzZo1yvH09HROnjypTNIBzp07p1QqFUIIIYToyCTri2gWQUFBHDlypMFzrl27hpOTE97e3s3UKyGEEEKI1ksm6qJZREVF8cknn9Q6FhERwcsvv6z8vGvXLqZOndrcXRNCCCGEaJVkoi6axYABAxgyZIhS8KguXbp0ITw8vBl7JYQQQgjReskeddFsJk2a1ODzkZGRzdQTIYQQQojWT1bURbO4desWUVFRFBQUEBERgV6vZ+LEiaSmpirnLFy4kHPnzrVcJ4UQQgghWhFZURfN4uOPP2bs2LHce++9bNu2DUdHR8rKytDpdIwePZpu3boxbdo03nvvPV5//fWW7m6HVlhu4M+nLzTpOqmCKoQQQtiOTNRFs9i5cydvvvkmjo6OyrGKigpLVc//ExgYSFxcHFVVVTg4NP6luS33Ej8ZKm3a37tlNpswmUz/V7XUjEqtQq1Wo1bb/i03/Oa9+Lm0/AS5u6sT/p5tp9qbEEII0drJRF3YXUVFBfn5+dx///0AFBYWMmvWLPLy8li8eDHdunUDQK1W88ADD3D69GkGDhzY6PYdtGq0Jo1d+t5UJpMKY5UZleo/u8vUajVarW37mX/jJtkXixgxtK9N2tPmaujl5sqLNmqvuVWXhba21Hxr1dRxtPVx18faeLTXOFhL4mBxt3HQOtr394q927d3221JW4qDTNSF3RUXF9Oly3/eFN27d2fnzp1cvnyZ3/zmNwQHB3PPPfcA4OnpyZUrV6xqf1Iv7xoVQjuW6i0qtiqH3JSS9a1FzbLQbXkcNTVlHO25TLg18WjPcbCGxMHCFnGorLDv7xV7ty+vBYuWjINarcLLq7N119ipL0IonJ2dqaiouO14t27d8PX15ZtvvlGOVVRU4Ozs3JzdE0IIIYRolWSiLuzOzc0No9GIwWDg0qVL3Lp1C4CffvqJb7/9Fh8fH+Xcc+fO8dBDD7VUV4UQQgghWg3Z+iKaRVBQEEeOHMFsNrNq1SpUKhVms5lnn32Wfv36AXDt2jWcnJzw9vZu4d62Lfk3yvnz6Qv4e3ZhsLdbS3dHCCGEEDYiE3XRLKKioti8eTOrV69m586ddZ6za9cupk6d2sw9ax8Kyw0AMlEXQggh2hGZqItmMWDAAIYMGYLRaESjqTvzSZcuXdDr9c3cs7avZ1dX5Ut24j+amg/eWvJJhhBCCHuRPerCZqqrjxqNRmJiYggMDGT27NnK85MmTWL58uWMHj0avV6PXq8nJycHgH379lFQUGBV/nQhWlphuYHjRZJFQQghhH3IrEjYTHX1UY1Gw69//Wtu3rxJWlrabectXryY8ePH1zr25JNP8tZbb/Hcc8/h4uLSXF0W7Vh3Vyee63+/Xe/RHCv2QgghOi5ZURc2s3PnXJRfzgAAIABJREFUTsaMGQPAsGHD6NSpU6OvValUDB48mH379tm0T2q1Cq1Wg7OzA87ODjg6OuDgoEatVuHgoMbRUYNWq8HBQY1GU/tf9TEHBw2OjpZztFoNjo4OODpqcHLS4OhoOVb9T6OxtN2YftW8V2OuEUIIIUTHIivqwiZ+Xn20IWvXrmX9+vUMGzaMF154AUdHRwAGDhzIkSNH+OUvf2nVvbflXuInQ+XtT5jNVFRWYDabqKqswmQ2oVKp0Gg0aB20VFZWYjQZUalUqNUaNGoVKrWaqsoqy/UqlPNMZjOq/zsGliqjVVVVqNVqNBoNJpMJo9H0f5NuDY6OjrWqkt7WrwoDJpMJk9mMWqVCrVbj6OgEKusm7IXlBnq5uVp1jRBCCCHaBpmoC5v4efXR+vzud7/j3nvvpbKykpdeeomNGzcyb948ALy8vKyuSgrgoFWjNdX9BVUHrQaT0YjR0YTZbFYm6mqVCq2jFrPJBCoVapXKkjISLJNsUCbNWketci1mSwVUs9mM2ckJtVqNSqXCZDQq7ajValTqhj+sctBaJvfV7Va3Y61ebq4Muc+T7ItFgA1KZDexZH1rUd3v5hqHve/T1Pbb6v/fnVgbj/YaB2tJHCzu+vejo53f73Zu395ttyVtKQ4yURc2UV/10Z+rzpHu6OhIREQEmzZtUp4zGAw4OTlZfe9JvbwxmcxWX9de3HtvF744f5XCcgMrDuTcVVuF5Qa6uzq1yTLTNctCW1Nq/m7Y+z5Nab89lwm3Jh7tOQ7WkDhY2CIOlRV2fr/buX15LVi0ZBzUahVeXp2tu8ZOfREdTM3qow2pXjE3m8189tln+Pr6Ks+dO3eOvn372rWfomHdXZ3w92w7Kw1CCCFEeyYr6sJmqquPPv744zz99NP88MMPlJeXM2LECN544w2eeOIJXnjhBYqLizGbzfTv35/XXntNuT47O5vf/e53LTiCtq05spwIIYQQovnIRF3YTHX10ccff5wPP/ywznPef//9Oo9fu3aNW7du0a9fP3t2UQghhBCizZCtL8JmalYftdbFixeJi4uzQ6+EEEIIIdomWVEXNjVp0qQmXfeLX/zCxj0RQgghhGjbZEVdNItbt24RFRWlrLaXlpbyxBNPEB8fr5yzcOFCzp0710I9FEIIIYRoXWSiLprFxx9/zNixY9FoLHli//CHPzB48OBa50ybNo333nuvJbonhBBCCNHqyNYX0Sx27tzJm2++CcDJkye5fv06TzzxBCdPnlTOCQwMJC4ujqqqKhwcGv/SrLcyaTNTqcBsMluKIWHJl6pSqTCZTJZCSSoVapUaW2d81+ZqlPznQgghhGg/ZKIu7K6iooL8/Hzuv/9+TCYTCQkJJCYm8tVXX9U6T61W88ADD3D69GkGDhzY6PYbqkzanCoMBioqKzH/X/VSFSo0GjVGkwmTyYRarUatVuPi7HzHyqXWqq5Q2paqrdmDVCalSee3FVKZtGkkDhZSmVReC9XaUhxkoi7srri4mC5dLG+KDz/8kBEjRtC9e/c6z/X09FSKIjVWa6lMqlJZ/thQqSw/W+brZkBlWW03Wwo92bqvNausdeSqc1KZ1KI9Vx+srDTWW4HX37MLg73dlJ/bcxysIXGwkMqk8lqo1tYqk8pEXdids7MzFRUVABw9epQjR46QmppKWVkZlZWVuLq68sILLwCW1XdnZ+eW7G6Tmc1gNJrqeqbZ+yJER1JYbqmIXHOiLoQQ7YFM1IXdubm5YTQaMRgMrFmzRjmenp7OyZMnlUk6wLlz53jooYdaoptCiDagrgq8fz59oYV6I4QQ9iVZX0SzCAoK4siRIw2ec+3aNZycnPD29m6mXgkhhBBCtF4yURfNIioqik8++aTWsYiICF5++WXl5127djF16tTm7poQQgghRKskE3XRLAYMGMCQIUOUgkd16dKlC+Hh4c3YKyGEEEKI1qtDTdT9/PzQ6/WEhoYSHh7Ot99+26R2UlNTycjIACAuLo49e/YAEB0dzYkTJ2zW38aoef+acnJyyMrKata+3MmkSZOUgkd1iYyMtCp/uhBCCCFEe9ahZkXOzs7s2LEDgAMHDpCUlERKSorV7UybNs3WXbO5nJwcTp48yciRIxt9zc8LDRmNxgYn1kIIIYQQwn461Ip6TaWlpXTt2hWAsrIyZsyYQXh4ODqdjs8++0w5LyMjA51OR2hoKC+++CIAb7/9NsnJyQ22HxAQoDzes2cPcXFxAOzevZuQkBBCQ0OZPn36bddduXKF6dOno9frCQkJ4ZtvvmmwPYCDBw/y9NNPExwczL59+6ioqGDdunVkZmai1+vJzMykvLycpUuXEhkZSVhYmDLG9PR05s+fz5w5c3j22WfJzs4mOjqaRYsWodPpAIiNjSUiIoKJEyeSlpZWa4xr164lNDSUKVOmcO3aNQCKiop4/vnniYyMJDIyUvkS6c/jFhISwoULFygvL2fWrFmEhoYSEhJCZmZmg7EVQgghhOgIOtSK+q1bt9Dr9RgMBq5evcqWLVsAcHJyYv369XTu3JmioiKmTp3KmDFjOHv2LO+88w6pqal4enry73//+677sGHDBpKTk+nWrRs3bty47fldu3YxfPhw5s6di9Fo5ObNm3dss6CggJSUFPLy8njmmWfYu3cv8+fP5+TJk8qXNZOSkhg6dCgrV67kxo0bTJ48mccffxyAY8eO8emnn+Lu7k52djYnTpxg586d9OzZE4AVK1bg7u7OrVu3mDRpEuPGjcPDw4Py8nL8/f1ZuHAhiYmJbN++ndjYWN544w1mzJhBYGAgFy9eJCYmht27d9fb/wMHDuDt7c3GjRsBKCmxrhDBttxL/GSotOqa9kSbq1EK49Tn58VghBBCCNH6daiJes2tL0ePHmXJkiXs2rULs9lMUlISX3/9NWq1msuXL3Pt2jUOHTrE+PHj8fT0BMDd3f2u+xAQEEBcXBwTJkxg7Nixtz0/aNAgli1bRlVVFU899RR+fn53bHPChAmo1Wp69+5Nz549+eGHH24754svvuDzzz9n06ZNABgMBgoLCwFL6sSaYxs0aJAySQfYunUre/fuBaCwsJDz58/j4eGBVqtl1KhRAAwcOJAvv/wSsKzwnz17Vrm+tLSU0tLSevvft29fEhISWL16NaNGjSIwMPCOY67JQatGa+rYW3S02vrHn3/jJtqScib+9/31ntNeVJeFtrbUfFPZ+z5Nbb8tlce2Rn3xqO94e42DtSQOFncbB62jnd/vdm7f3m23JW0pDh1qol5TQEAAxcXFFBUVkZWVRVFREenp6Wi1WkaPHo3BYMBstk1FSYPBoDyOj4/n+PHj7N+/n7CwMDIyMvDw8FCef+yxx0hJSSErK4vFixcTExNDWFhYve0BqKpr1tfzc7V169bRp0+fWseOHz+Oi4tLrWOurq7K4+zsbA4ePEhaWhouLi5ER0cr99dqtcq91Gq1ktHFZDKRlpZ2W4VRjUaDyfSfyp3V7fj4+JCenk5WVhZr1qwhKCiIefPm1TmGukzq5Y3J1HGrf96pHPKfT1+gstLY7ktH14xD9ScM9h6zve/TlPbbc5nw+uJR1/H2HAdrSBwsbBGHygo7v9/t3L68FixaMg5qtQovr87WXWOnvrR6ubm5GI1G3N3dKSkpwcvLC61Wy6FDhygoKABg2LBh7Nmzh+LiYgCrtr7cc8895ObmYjKZau15z8vLw9/fnwULFuDh4cGlS5dqXVdQUICXlxdTpkwhMjKSU6dONdgeWPasm0wm8vLyyM/Px8fHh06dOlFWVqacM3z4cFJSUpQ/Pr7//vtGjaOkpAQ3NzdcXFzIzc3l2LFjd7ym+l7VcnJyAOjRo4dy31OnTnHhgqWa4OXLl3FxcUGv1xMTE9PovgkhhBBCtGcdakW9eo86gNlsJiEhAY1Gg06nY+7cuURERODn56esOvv6+jJnzhyio6NRq9UMGDCAVatWNepeixYtYvbs2XTv3h1fX1/Ky8sBSExM5Pz585jNZoYOHUr//v1rXXf48GGSk5NxcHDA1dWVhISEBtsDy4p0VFQU169f57XXXsPJyYkhQ4awceNG9Ho9s2fPJjY2lhUrVhAaGorZbKZHjx68++67dxzHiBEj2LZtGzqdDh8fHx5++OE7XrN8+XLi4+PR6XQYjUYCAwOJj48nODiYHTt2oNfrGTRoEL179wbgzJkzJCYmolarcXBw4NVXX21UjIUQQggh2jOV2Vb7O4RoIdevl8rWlztsfSksN9Dd1anJ92gLX0atGYc/n7Z8WvNcf/vuy7f3fZrSfnv+eLu+eNR1vD3HwRoSBwtbxCHhA0vtlSXTH7FFl5q9fXktWMjWFyFEu1JYbuB4kfxyF0IIIZpbh9r6IkRH1d3VqcmrvtWrlUIIIYRoXh1qRd3Pzw+9Xk9oaCjh4eF8++23TWonNTWVjIwMAOLi4tizZw8A0dHRnDhxwmb9bYya968pJyeHrKysZu2LEEIIIYSwnQ61ol4zj/qBAwdISkqqlZ2ksaZNm2brrtlcTk4OJ0+eZOTIkY2+pqqqCgeH/7wkjEYjGk3Hzk8uhBBCCNFSOtSKek2lpaV07doVgLKyMmbMmEF4eDg6na5W+sOMjAx0Oh2hoaG8+OKLALz99tskJyc32H5AQIDyeM+ePcTFxQGwe/duQkJCCA0NZfr06bddd+XKFaZPn45eryckJIRvvvmmwfbAUmDo6aefJjg4mH379lFRUcG6devIzMxEr9eTmZlJeXk5S5cuJTIykrCwMGWM6enpzJ8/nzlz5vDss8+SnZ1NdHQ0ixYtQqfTARAbG0tERAQTJ04kLS2t1hjXrl1LaGgoU6ZM4dq1awAUFRXx/PPPExkZSWRkJEeOHKkzbiEhIVy4cIHy8nJmzZpFaGgoISEhZGZmNhhbIYQQQoiOoEOtqFenZzQYDFy9epUtW7YA4OTkxPr16+ncuTNFRUVMnTqVMWPGcPbsWd555x1SU1Px9PS0Ko96fTZs2EBycjLdunXjxo0btz2/a9cuhg8fzty5czEajdy8efOObRYUFJCSkkJeXh7PPPMMe/fuZf78+Zw8eZKXX34ZgKSkJIYOHcrKlSu5ceMGkydP5vHHHwfg2LFjfPrpp7i7u5Odnc2JEyfYuXOnUp10xYoVuLu7c+vWLSZNmsS4cePw8PCgvLwcf39/Fi5cSGJiItu3byc2NpY33niDGTNmEBgYyMWLF4mJiWH37t319v/AgQN4e3uzceNGwJK73Rrbci/xk6HSqmvaE22uRin4Upe7zfgihBBCiJbRoSbqNbe+HD16lCVLlrBr1y7MZjNJSUl8/fXXqNVqLl++zLVr1zh06BDjx4/H09MTAHd397vuQ0BAAHFxcUyYMIGxY8fe9vygQYNYtmwZVVVVPPXUU/j5+d2xzQkTJqBWq+nduzc9e/bkhx9+uO2cL774gs8//5xNmzYBlqqghYWFAAQFBdUa26BBg5RJOsDWrVvZu3cvAIWFhZw/fx4PDw+0Wi2jRo0CYODAgXz55ZeAZYX/7NmzyvWlpaWUlpbW2/++ffuSkJDA6tWrGTVqFIGBgXccc00OWjVaU8feoqPV1j/+Xm6uDLnPs8klk5taxr4lVPexufps7/s0tf228H/VFPXFo77j7TUO1pI4WNxtHLSOdn6/27l9e7fdlrSlOHSoiXpNAQEBFBcXU1RURFZWFkVFRaSnp6PVahk9ejQGgwFbpZg3GAzK4/j4eI4fP87+/fsJCwsjIyMDDw8P5fnHHnuMlJQUsrKyWLx4MTExMYSFhdXbHoBKpWrw52rr1q1TijlVO378OC4uLrWOubq6Ko+zs7M5ePAgaWlpuLi4EB0drdxfq9Uq91Kr1RiNllVdk8lEWloazs7OtdrVaDSYTKbbxuHj40N6ejpZWVmsWbOGoKAg5s2bV+cY6jKpl7fkUW9ETtim5o2trDRSWG5gxYEcq69tzvzrNeNQX6l5W7P3fZrSfnvOlVxfPOo63p7jYA2Jg4Ut4lBZYef3u53bl9eCheRRbyNyc3MxGo24u7tTUlKCl5cXWq2WQ4cOUVBQAMCwYcPYs2cPxcXFAFZtfbnnnnvIzc3FZDLV2vOel5eHv78/CxYswMPDg0uXLtW6rqCgAC8vL6ZMmUJkZCSnTp1qsD2w7Fk3mUzk5eWRn5+Pj48PnTp1oqysTDln+PDhpKSkKH98fP/9940aR0lJCW5ubri4uJCbm8uxY8fueE31varl5FgmeD169FDue+rUKS5csKT9u3z5Mi4uLuj1emJiYhrdN9G6Sf51IYQQ4u50qBX16j3qAGazmYSEBDQaDTqdjrlz5xIREYGfn5+y6uzr68ucOXOIjo5GrVYzYMAAVq1a1ah7LVq0iNmzZ9O9e3d8fX0pLy8HIDExkfPnz2M2mxk6dCj9+/evdd3hw4dJTk7GwcEBV1dXEhISGmwPLCvSUVFRXL9+nddeew0nJyeGDBnCxo0b0ev1zJ49m9jYWFasWEFoaChms5kePXrw7rvv3nEcI0aMYNu2beh0Onx8fHj44YfveM3y5cuJj49Hp9NhNBoJDAwkPj6e4OBgduzYgV6vZ9CgQfTu3RuAM2fOkJiYiFqtxsHBgVdffbVRMRbNpyl52CX/uhBCCHF3VGZb7e8QooVcv14qW1/s+DFeU8rY3811TVUzDs11b3vfpyntt+ePt+uLR13H23McrCFxsLBFHBI+sNReWTL9EVt0qdnbl9eChWx9EUIIIYQQQtw1magLIYQQQgjRCnXIibqfnx96vZ7Q0FDCw8P59ttvm9ROamoqGRkZAMTFxbFnzx4AoqOjOXHihM3629yWL1+upFf805/+1MK9EUIIIYTomDrUl0mr1cynfuDAAZKSkmplKWmsadOm2bprrcIbb7yhPH733XeZM2eOVdcbjUY0Gk29PwvRnhSWG+z2xVkpViWEEB1bh5yo11RaWkrXrl0BKCsrIzY2lhs3blBVVcWCBQt46qmnAMjIyCA5ORmVSkW/fv1YvXo1b7/9Nq6ursTExNTbfkBAAEePHgUsaRT379/PqlWr2L17N+vXr0etVtOlSxc++OCDWtdlZ2ezbt063N3d+fHHHwkMDOTVV19FrVbzyiuvcOLECQwGA8HBwcyfPx+A0aNHExYWxr59+6iqquIPf/gDDz74IN999x0rVqzg1q1bODs7s2LFCvr06YPRaOTNN9/kiy++AGDKlClER0cTHR3N4sWL+fvf/65kynnooYdYs2YNO3bsYOvWrVRWVuLv788rr7yCRqMhICCAmTNn8sUXX7BkyRIWL15MREQEX375JVFRUZSVlZGWlkZlZSUPPPAAiYmJuLi4UFRUxCuvvMLFixcBWLZsGY8++qhV/4dSmbThyqR3SyaLLae7qxP+nm2nMIcQQgjb6pAT9erJp8Fg4OrVq2zZsgUAJycn1q9fT+fOnSkqKmLq1KmMGTOGs2fP8s4775Camoqnp6dV+dTrs2HDBpKTk+nWrRs3btyo85zvvvuOzMxM7rvvPn7961/zj3/8g/Hjx7Nw4ULc3d0xGo3MnDmT06dPK2kePTw8+OSTT/jggw/YtGkTb7zxBn369CElJQUHBwcOHjzI2rVrefvtt0lLS+PChQt88sknODg43DauF154gQ8++ED59CE3N5fdu3eTmpqKVqvl1VdfZefOnYSFhVFeXo6vry8LFixQrndyciI1NRWA4uJipkyZAsDatWv56KOPiI6O5o033mDGjBkEBgZy8eJFYmJi2L17t1WxlMqkDVcmvVtNrWzaEhVNW6IyaS83V14c2teu97FWW6q6Zw2pTNo0EgcLqUwqr4VqbSkOHXKiXnPry9GjR1myZAm7du3CbDaTlJTE119/jVqt5vLly1y7do1Dhw4xfvx4PD09AXB3d7/rPgQEBBAXF8eECRMYO3Zsnef84he/oGfPngBMnDiRI0eOMH78eHbv3s327dupqqri6tWr5ObmKhP1cePGATBw4ED27t0LWIoWLVmyhPPnz6NSqaistKw+f/XVV/zqV7/CwcGhUeP66quvOHnyJJMmTQIsf/B4eXkBlqqjwcHBtc7/5S9/qTz+17/+xR/+8AdKSkooKytj+PDhABw8eFDZDw+WTzhKS0vp3Lnx6YukMmnzpJqy9h4NVTS1R8XS9liZtCnacwo2qUxqPYmDhVQmlddCtbaWnrFDTtRrCggIoLi4mKKiIrKysigqKiI9PR2tVsvo0aMxGAzYKtW8wWBQHsfHx3P8+HH2799PWFgYGRkZeHh41DpfpVLd9nN+fj6bNm3io48+ws3Njbi4uFrtarVaANRqNUaj5U3/1ltvMWTIENavX8+FCxd45plnAEvRp5/foyFms5nw8HAWLVp023NOTk637UN3cXFRHsfFxbFhwwb69+9Peno6hw8fBsBkMpGWloazs3Oj+yHatsJyy+vV1hN1IYQQor3pkFlfasrNzcVoNOLu7k5JSQleXl5otVoOHTpEQUEBAMOGDWPPnj0UFxcDWLX15Z577iE3NxeTycRnn32mHM/Ly8Pf358FCxbg4eHBpUuXbrv2u+++Iz8/H5PJxO7du3n00UcpKyvDxcWFLl26cO3aNf75z3/esQ8lJSV069YNgE8++UQ5HhQUxLZt26iqqqp3XA4ODsoK/LBhw/j73//O9evXlfOrY3QnZWVl3HvvvVRWVrJz507l+PDhw2t9kTcn5/bVV9F2VVc0rflP9rsLIYQQjdMhV9Sr96iDZZU4ISEBjUaDTqdj7ty5RERE4OfnR58+fQDw9fVlzpw5REdHo1arGTBgAKtWrWrUvRYtWsTs2bPp3r07vr6+lJeXA5CYmMj58+cxm80MHTpU2bpS08MPP8yaNWs4c+YMgYGBjB07Vrn/xIkT6dmzJ488cucKZr/+9a+Ji4tj8+bNDB06VDk+efJkzp07R2hoKA4ODkyZMoWoqKha106ZMoXQ0FAGDBjAmjVr+O1vf8uzzz6LyWRCq9Xy8ssv06NHjzv2YcGCBUyePJkePXrQt29fysrKAEsqyPj4eHQ6HUajkcDAQOLj4+/YnhBCCCFEe6cy22pfh7Cp7OxsNm3axLvvvtvSXWn1rl8vlT3qrXDfoTXl3m2hZhzsdY+fa677WKO1vh5swZrXVHuOgzUkDha2iEPCB5aaK0um33mBrDW2L68Fi7a2R73Db30RQgghhBCiNWqVE/V33nmHiRMnotPp0Ov1HD9+HIC//OUv3Lx502b3yc7ObnJVUnsbMmSIzVbTP/vss1qZVd566y0OHjwIWHKvFxUV3XZNzaqr9UlPT+fy5cvKzzUrmgohhBBCiLvT6vaoHz16lP379/PJJ5/g6OhIUVGR8mXG999/n9DQ0FrZRKo1pfrl4cOHcXV1bdQ+77bss88+48knn+Shhx4CqJXrvD6Nqbr6ySef4Ovrq3xRtWZFUyGEEEIIcXda3UT96tWreHh44OjoCKDkLn///fe5cuUKM2bMwN3dna1bt95WDdPZ2ZlVq1ZRXl6Oh4cHK1euxNvbm+joaPr378+JEycoLS1lxYoVeHp6sm3bNtRqNZ9++ikvvfQS3bt3Z9myZRQVFeHp6cnKlSu57777iIuLw8nJiR9++IGLFy+ycuVKPvnkE44dO4a/vz+rVq3ir3/9K//6179YtmwZANu3byc3N5elS5fWWdW0voqchw8fVia8KpWKlJSU23KKx8bGcunSJQwGA8888wxTp04FLKkmn3nmGfbt24ezszMbNmwgLy+Pzz//nMOHD/POO+/w9ttvs2HDBp588knGjx8PQHJyMtnZ2QCsWbOGBx54oFbV1ZycHF555RVu3rxJr169WLFihZJT/YUXXsDZ2Zm0tDSee+45Fi9ezKBBg/jnP//J2rVrMRqNeHh4sGXLltsquYaEhPCnP/0JT09Pfvvb33Lp0iVMJhOxsbG1crALIYQQQnRErW6iHhQUxPr16wkODmbYsGH88pe/ZPDgwTzzzDP85S9/YcuWLcrkvWY1zMrKSqKjo9mwYQOenp5kZmaydu1aVq5cCcDNmzfZtm0bX3/9NcuWLWPXrl386le/qjVxnDNnDmFhYYSHh/PRRx/x+uuvs2HDBgBu3LjB+++/z//+7/8yZ84cUlNT8fX1ZdKkSeTk5DBx4kRCQ0N58cUX0Wq1pKen89prr/Gvf/2rzqqm9VXk3LRpEy+//LKSitHJ6fZUditWrMDd3Z1bt24xadIkxo0bh4eHB+Xl5fj7+7Nw4UISExPZvn07sbGxjB49utbE/Oc6d+7MRx99REZGBitWrLhty83ixYt56aWXGDx4MG+99RZ//OMfWb58OR988IEyMa+pqKiIl156iZSUFHr27HnHdJYHDhzA29ubjRs3ApZ0ktbYlnuJnwyVVl3TnmhzNUrBl9aksNwgqRiFEEKIu9DqJuqdOnUiPT2db775huzsbBYuXMiiRYuIiIi47dya1TB//PFHzpw5w//8z/8AlkI69957r3LuxIkTAXjssccoLS3lxo0bt7V39OhR3n77bQD0ej2rV69Wnhs1apSyIn7PPffQr18/AB566CEKCgrw8/Nj6NCh7N+/nz59+lBZWUm/fv3YunVrnVVN66vI+cgjj7Bq1Sp0Oh3jxo2jU6dOt/Vz69atStXRwsJCzp8/j4eHB1qtllGjRgGWyqRffvllo2IeEhKixKj6D5tqJSUllJSUMHjwYADCw8PvuHXm2LFjBAYGKlVV71TxtG/fviQkJLB69WpGjRpFYGBgo/pdzUGrRmuybttTe6PVtr7x93JzZch9no0u924L1W3a8x41Ndd9rNXa+mMr9cW7vuPtNQ7WkjhY3G0ctI72fb/bu317t92WtKU4tLqJOlgm4EOGDGHIkCH07duXjIyMOifqNathms1mfH19SUtLq7PNuqp83knNc6q34qhUKuUxWCpNGsHpAAAgAElEQVSAVhcMmjx5Mn/605/o06eP0t/6sl/WV5Fz1qxZjBw5kqysLKZMmcLmzZt58MEHleezs7M5ePAgaWlpuLi4EB0drVQm1Wq1Sp9rViZtbvVVPNVoNJhMJuXn6n77+PiQnp5OVlYWa9asISgoiHnz5jX6fpN6eUt6xlaccqsx5d5toWYc7HWPn2uu+1ijtb8e7kZ98a7reHuOgzUkDha2iENlhX3f7/ZuX14LFm0tPWOrm6j/8MMPqNVqevfuDVgqVd53332AZbW9rKxMWZ2uycfHh6KiIo4ePUpAQACVlZWcO3cOX19fADIzMxk6dCjffPMNXbp0oUuXLnTq1InS0lKljYCAAP72t78RFhbGzp07efTRR63qu7+/P5cuXeL777/n008/BSzVPOfNm8fMmTPx8PDg3//+N+7u7kpFzl//+tfKOP38/MjLy6Nfv37069ePY8eO8eOPP9aaqJeUlODm5oaLiwu5ubkcO3bsjv2qjlt9du/ezaxZs8jMzCQgIKDWc126dKFr16588803BAYGsmPHDh577LEG2w0ICCA+Pp78/Hxl64u7uzs9evRg//79AJw6dYoLFyy5jy9fvoy7uzt6vV75REW0b4XlBiX3ta3U3AIk226EEEK0B61uol5eXs7rr7/OjRs30Gg0PPDAA0qlyilTpvDcc89x7733snXr1lrXOTo6sm7dOl5//XVKSkowGo3MmDFDmai7ubnxq1/9SvkyKVi2s8yfP5///d//5aWXXuL//b//x7Jly0hOTla+TGqtCRMmkJOTg5ubG1B/VdP6KnJu2bKF7Oxs1Go1Dz30ECNGjKjV/ogRI9i2bRs6nQ4fHx8efvjhO/bpl7/8JS+99BJbt25l3bp1tz1fUVHB5MmTMZlMJCUl3fZ8QkKC8mXSnj17KnEJDw/nlVdeUb5MWs3T05P4+Hief/55TCYTXl5ebN68meDgYHbs2IFer2fQoEHKH2NnzpwhMTERtVqNg4MDr776amPDLUSdurs64e/Zdj7aFEIIIerSISqTRkdH1/mlR3uYPXs2M2fOZNiwYXa/l7CQyqRt6+PM5qhM2lykMmnzksqk1pM4WEhlUnktVGtrW19aZcGjtujGjRsEBwfj5OQkk3QhhBBCCHHXWt3WF3v4+TYZe+jatSt///vf7X4fIYQQQgjRMXSoFXU/Pz/0ej2hoaGEh4fz7bffNqmd1NRUMjIyAIiLi2PPnj2AZYvNiRMnbNbfxqh5/5pycnLIyspq1r4IIYQQQgjb6RAr6tWcnZ3ZsWMHYCmyk5SUREpKitXtTJs2zdZds7mcnBxOnjzJyJEjG31NVVUVDg7/eUkYjUYl/aUQQgghhGheHWpFvabS0lK6du0KQFlZGTNmzCA8PBydTsdnn32mnJeRkYFOp1OqjgK8/fbbJCcnN9h+zTSHe/bsIS4uDrCkQgwJCSE0NJTp06ffdt2VK1eYPn06er2ekJAQvvnmmwbbA0vxpKeffprg4GD27dtHRUUF69atIzMzE71eT2ZmJuXl5SxdupTIyEjCwsKUMaanpzN//nzmzJnDs88+S3Z2NtHR0SxatAidTgdAbGwsERERTJw4sVZ2l4CAANauXUtoaChTpkzh2rVrgKUy6fPPP09kZCSRkZEcOXKkzriFhIRw4cIFysvLmTVrFqGhoYSEhJCZmdlgbIUQQgghOoIOtaJ+69Yt9Ho9BoOBq1evsmXLFsBSOGn9+vV07tyZoqIipk6dypgxYzh79izvvPMOqampeHp68u9///uu+7BhwwaSk5Pp1q1bndVRd+3axfDhw5k7dy5Go5GbN2/esc2CggJSUlLIy8vjmWeeYe/evcyfP5+TJ0/y8ssvA5CUlMTQoUNZuXIlN27cYPLkyTz++OOApZLop59+iru7O9nZ2Zw4cYKdO3cqlUVXrFiBu7s7t27dYtKkSYwbNw4PDw/Ky8vx9/dn4cKFJCYmsn37dmJjY3njjTeYMWMGgYGBXLx4kZiYGHbv3l1v/w8cOIC3tzcbN24ELLnirbEt9xI/GSqtuqY9qZk/vDH8Pbsw2NvNjj0SQgghhC10qIl6za0vR48eZcmSJezatQuz2UxSUhJff/01arWay5cvc+3aNQ4dOsT48eOVAkvu7u533YeAgADi4uKYMGECY8eOve35QYMGsWzZMqqqqnjqqafw8/O7Y5sTJkxQikT17NmTH3744bZzvvjiCz7//HM2bdoEWKqCFhYWAhAUFFRrbIMGDVIm6WD5Mu7evXsBKCws5Pz583h4eKDVahk1ahQAAwcO5MsvvwQsK/xnz55Vri8tLa1VWOrn+vbtS0JCAqtXr2bUqFEEBgbeccw1OWjVaE0de4uOVtu48effuIm2pJyJ/91y6QTrK/duC81dFtqeY7kbra0/tlJfvOs73l7jYC2Jg8XdxkHraN/3u73bt3fbbUlbikOHmqjXFBAQQHFxMUVFRWRlZVFUVER6ejparZbRo0djMBiwVYp5g8GgPI6Pj+f48ePs37+fsLAwMjIy8PDwUJ5/7LHHSElJISsri8WLFxMTE0NYWFi97QGoVKoGf662bt06+vTpU+vY8ePHcXFxqXXM1dVVeZydnc3BgwdJS0vDxcWF6Oho5f5arVa5l1qtxmi0rOqaTCbS0tJwdnau1a5Go8FkMt02Dh8fH9LT08nKymLNmjUEBQUxb968OsdQl0m9vCWPeiNzwv759AUqK40tmku3vjLwd6slcuPaayx3oz3nSq4v3nUdb89xsIbEwcIWcaissO/73d7ty2vBQvKotxG5ubkYjUbc3d0pKSnBy8sLrVbLoUOHKCgoAGDYsGHs2bOH4uJiAKu2vtxzzz3k5uZiMplq7XnPy8vD39+fBQsW4OHhwaVLl2pdV1BQgJeXF1OmTCEyMpJTp0412B5Y9qybTCby8vLIz8/Hx8eHTp06UVZWppwzfPhwUlJSlD8+vv/++0aNo6SkBDc3N1xcXMjNzeXYsWN3vKb6XtVycnIA6NGjh3LfU6dOceGCpUjJ5cuXcXFxQa/XExMT0+i+CSGEEEK0Zx1qRb16jzqA2WwmISEBjUaDTqdj7ty5RERE4Ofnp6w6+/r6MmfOHKKjo1Gr1QwYMIBVq1Y16l6LFi1i9uzZdO/eHV9fX8rLywFITEzk/PnzmM1mhg4dSv/+/Wtdd/jwYZKTk3FwcMDV1ZWEhIQG2wPLinRUVBTXr1/ntddew8nJiSFDhrBx40b0ej2zZ88mNjaWFStWEBoaitlspkePHrz77rt3HMeIESPYtm0bOp0OHx8fHn744Ttes3z5cuLj49HpdBiNRgIDA4mPjyc4OJgdO3ag1+sZNGgQvXv3BuDMmTMkJiaiVqtxcHDg1VdfbVSMhRBCCCHaM5XZVvs7hGgh16+XytYXK7a+FJYb6O7qZOde1a/6/j8vA3+3WuLjzPpK2rek9vzxdn3xrut4e46DNSQOFraIQ8IHltorS6Y/YosuNXv78lqwkK0vQgjRgO6uTvh7tp0v8gghhBAtpUNtfRFCYJfVbCGEEELYXodaUffz80Ov1xMaGkp4eDjffvttk9pJTU0lIyMDgLi4OPbs2QNAdHQ0J06csFl/G6Pm/WvKyckhKyurWfsihBBCCCFsp0OtqNfMo37gwAGSkpJqZSdprGnTptm6azaXk5PDyZMnGTlyZKOvqaqqwsHhPy8Jo9GIRtOx85MLIYQQQrSUDrWiXlNpaSldu3YFoKysjBkzZhAeHo5Op6uV/jAjIwOdTkdoaCgvvvgiAG+//TbJyckNth8QEKA83rNnD3FxcQDs3r2bkJAQQkNDmT59+m3XXblyhenTp6PX6wkJCeGbb75psD2wFBh6+umnCQ4OZt++fVRUVLBu3ToyMzPR6/VkZmZSXl7O0qVLiYyMJCwsTBljeno68+fPZ86cOTz77LNkZ2cTHR3NokWL0Ol0AMTGxhIREcHEiRNJS0urNca1a9cSGhrKlClTuHbtGgBFRUU8//zzREZGEhkZyZEjR+qMW0hICBcuXKC8vJxZs2YRGhpKSEgImZmZDcZWCCGEEKIj6FAr6tXpGQ0GA1evXmXLli0AODk5sX79ejp37kxRURFTp05lzJgxnD17lnfeeYfU1FQ8PT2tyqNenw0bNpCcnEy3bt24cePGbc/v2rWL4cOHM3fuXIxGIzdv3rxjmwUFBaSkpJCXl8czzzzD3r17mT9/PidPnuTll18GICkpiaFDh7Jy5Upu3LjB5MmTefzxxwE4duwYn376Ke7u7mRnZ3PixAl27typVCddsWIF7u7u3Lp1i0mTJjFu3Dg8PDwoLy/H39+fhQsXkpiYyPbt24mNjeWNN95gxowZBAYGcvHiRWJiYti9e3e9/T9w4ADe3t5s3LgRsORut8a23Ev8ZKi06pr2RJurUQq+3ElLZ3wRQgghRON1qIl6za0vR48eZcmSJezatQuz2UxSUhJff/01arWay5cvc+3aNQ4dOsT48ePx9PQEwN3d/a77EBAQQFxcHBMmTGDs2LG3PT9o0CCWLVtGVVUVTz31FH5+fndsc8KECajVanr37k3Pnj354Ycfbjvniy++4PPPP2fTpk2ApSpoYWEhAEFBQbXGNmjQIGWSDrB161b27t0LQGFhIefPn8fDwwOtVsuoUaMAGDhwIF9++SVgWeE/e/ascn1paSmlpaX19r9v374kJCSwevVqRo0aRWBg4B3HXJODVo3W1LG36Gi1jRt/LzdXhtzn2abKJ1ujucdVX+n6ltba+mMr9cW7vuPtNQ7WkjhY3G0ctI72fb/bu317t92WtKU4dKiJek0BAQEUFxdTVFREVlYWRUVFpKeno9VqGT16NAaDAVulmDcYDMrj+Ph4jh8/zv79+wkLCyMjIwMPDw/l+ccee4yUlBSysrJYvHgxMTExhIWF1dsegEqlavDnauvWrVOKOVU7fvw4Li4utY65uroqj7Ozszl48CBpaWm4uLgQHR2t3F+r1Sr3UqvVGI2WVV2TyURaWhrOzs612tVoNJhMptvG4ePjQ3p6OllZWaxZs4agoCDmzZtX5xjqMqmXt+RRtzInbHvMpdsSuXHrK2nfktpzruT64l3X8fYcB2tIHCxsEYfKCvu+3+3dvrwWLCSPehuRm5uL0WjE3d2dkpISvLy80Gq1HDp0iIKCAgCGDRvGnj17KC4uBrBq68s999xDbm4uJpOp1p73vLw8/P39WbBgAR4eHly6dKnWdQUFBXh5eTFlyhQiIyM5depUg+2BZc+6yWQiLy+P/Px8fHx86NSpE2VlZco5w4cPJyUlRfnj4/vvv2/UOEpKSnBzc8PFxYXc3FyOHTt2x2uq71UtJycHgB49eij3PXXqFBcuWIqUXL58GRcXF/R6PTExMY3umxBCCCFEe9ahVtSr96gDmM1mEhIS0Gg06HQ65s6dS0REBH5+fsqqs6+vL3PmzCE6Ohq1Ws2AAQNYtWpVo+61aNEiZs+eTffu3fH19aW8vByAxMREzp8/j9lsZujQofTv37/WdYcPHyY5ORkHBwdcXV1JSEhosD2wrEhHRUVx/fp1XnvtNZycnBgyZAgbN25Er9cze/ZsYmNjWbFiBaGhoZjNZnr06MG77757x3GMGDGCbdu2odPp8PHx4eGHH77jNcuXLyc+Ph6dTofRaCQwMJD4+HiCg4PZsWMHer2eQYMG0bt3bwDOnDlDYmIiarUaBwcHXn311UbFWAghhBCiPVOZbbW/Q4gWcv16qWx9kY8zWyQO9ZW0b0nt+fVQX7zrOt6e42ANiYOFLeKQ8IGl9sqS6Y/YokvN3r68Fixk64sQQgghhBDirrWqiXp7rBx6N5577jklhWN1HvXLly8zf/78luyWVd566y0OHjzY0t0QQgghhGhzWtUe9Y5UObQx/vznP992rFu3bqxbt64FetO0SqULFiywU2+EEEIIIdq3VrWiXlNrrRyanZ1NVFQUCxYsIDg4mDfffJNPP/2USZMmodPpyMvLA+Dzzz9n8uTJhIWFMXPmTKVq5+HDh9Hr9ej1esLCwigtLa23Guno0aMpKiqqdf8LFy4QEhICWNIbLl26FJ1OR1hYGIcOHVLOefrppwkPD6/1yUR11dH58+czfvx4Fi1apGSB+eqrrwgLC0On07F06VIqKiqUPvzxj39k2rRp7Nmzh7y8PGJiYoiIiODpp58mNzcXgLlz5yqfYmzbto1FixYBtT/RqDmeEydOEB0dXW9MhBBCCCE6ula1ot4WKocCnD59mszMTNzd3RkzZgyTJ0/mo48+YsuWLWzdupXly5fz6KOPsn37dlQqFX/961957733iIuLY9OmTbz88ss8+uijlJWV4eTkxPbt262uRgrwwQcfALBz505yc3OJiYnh73//O15eXmzevBknJyfOnTvH7373O9LT0wFLWsa//e1veHt7M23aNI4cOcKgQYOIi4vjL3/5Cz4+PixevJgPP/yQmTNnKvFPTU0FYMaMGbz22mv07t2b48eP89prr/H+++/z+9//nmnTpnH//fezefNm0tLSGh3zumJiDalM2vjKpO1ZS8RBKr0KIYSwp1Y1UW8LlUPBUrnT29sbgF69ehEUFARYKmxmZ2cDcOnSJRYuXMjVq1epqKjg/vst2QgeeeQRVq1ahU6nY9y4cXTq1KlJ1Uj/P3t3HhfVfe9//DWbLBFlUakaY0SJ4lUJEYNefaStRsGFzQU1AaXBuDWReE2FaBMMDbjvQWMbMEa5iLUsxQgmaV1iVDTGurR61akL7hpM2HQcZub3x/yYgoBAANk+z8ejj8fMmXO+8z2fOaZfznzn+wY4fvw4wcHBAHTv3p1OnTpx6dIlOnfuTHR0NOfOnUOpVHL58mXLMf369eMXv/gFAL169eL69eu0bt2aZ599lm7dugEQGBhIYmKiZaA+atQowPzNxokTJ8pMZym5896uXTvmzJnDlClT+Pjjj2v0WVRUk5qQZNLqJ5M2d0+7Do016bWx9aeuSDLpzyN1MJNkUrkWSjSlOjSqgXppjTU5FKBVq1aWx0ql0vK8dDrnRx99RGhoKMOGDSM7O5uPP/4YgOnTp/PLX/6S/fv3ExQUxObNm6uVRlqRys7/s88+o127dqSnp2M0GunXr1+FfVepVBgMhirrWJJcajKZaNOmjeWPqcedP38ee3t77ty5U+HrKpXK8l6la15RTbp37/7EPpUmyaSy5BY0bB0aU/2b8/UgyaQ1J3Uwk2RSuRZKyPKMdaSxJodWV35+Ps7OzgCWudsl7ffs2ZPp06fTp08fLl26VGkaaVUGDBhARkYGAJcuXeLmzZu4uLiQn59P+/btUSqVpKenW/54qIyLiwvXr1/nypUrAKSnpzNgwIBy+5Xcec/MzATMA/dz584BcOrUKQ4cOEBqaioJCQnk5OSUO75z586cOXMGgC+//PKJNRFCCCGEaOka1R31ppAcWl1vvfUW4eHhODs74+7uzrVr5kCOLVu2kJ2djVKppEePHrzyyit88cUXFaaRVuW1114jKioKX19fVCoVixcvplWrVrz22mu8/fbbZGVl4eXlha2t7RPbsbKyYvHixYSHh2MwGOjTp0+lK+csX76cRYsWsXHjRoqLixk1ahQuLi78/ve/Z/HixTg7OxMREcGCBQv4/PPPy9Vk4cKFbNq0CXd3d8v2imoihBBCCNHSSTKpaPIkmVS+zgSpQ4nmXAdJJq05qYOZJJPKtVBCpr4IIYQQQgghak0G6kIIIYQQQjRCMlAXQgghhBCiEZKBungqHj58SHBwMNevX2fs2LH4+/szevRoS5ASwNy5c8us+S6EEEII0ZLJQF08FX/5y18YPnw47du3Z/v27aSnp7Njxw7+9Kc/cfv2bQAmT57Mp59+Wi/vr1D8539CCCGEEE1Bo1qeUTRfGRkZrFixokzg0qNHjzAajZbnnp6eREZGUlxcjFpd/Utzu/YWP+n0Fb5mMhkxFBdjNBkxmUCpUKBUqVCr1DSXdWI0WpUl8KUxcHe04+UObRu6G0IIIUSTJwN1Ue8ePXpETk4Ozz5rXjrt5s2bTJ8+natXrzJ//nxLMJRSqaRr166cO3eOPn36VLt9tUaJxlhxdLzJqEChAJPRiAlQKBSolEpU6qcbNV/fNJrGcT45eQ/Q5Bcx+r+erXrnetCUYqHrU3Otg0ZbccR6Zdubax1qSupgVts6aFpVfJ3Vlfpuv77bbkqaUh1koC7q3f3797Gz+88/io4dO5KRkcHt27f57W9/i7e3N+3atQPA0dGRO3fu1Kj98c91kHXUG8nauH86dw293tAg/WlMdWhIzbkOJd8cPX5+FW1vznWoCamDWV3UQf+o4uuvrtR3+3ItmMk66kI8xtramkePHpXb7uzsjKurK999951l26NHj7C2tn6a3RNCCCGEaJRkoC7qXdu2bTEYDOh0Om7dusXDhw8B+Omnn/j+++/p1q2bZd/Lly/To0ePhuqqEEIIIUSjIVNfxFMxePBgjh8/jslkYsmSJSgUCkwmE2+88QY9e/YE4N69e1hZWdGhQ4cG7q2ojZtFOkuke32QH6sKIYRoKWSgLp6K4OBgNm/ezPLly8nIyKhwn127djFx4sSn3DPRlNws0gHIQF0IIUSLIAN18VT07t0bLy8vDAYDKlXFK5TY2dnh7+//lHsm6lpHWyve7FU/q77U5516IYQQorFpVHPU3dzc8Pf3x8/Pj8DAQL7//vuf1U5SUhJpaWkAREZGkpWVBUBISAinT5+us/7WtzfffJO8vDwAPDw8ALh9+zZz5sxpyG7VyNq1azl06BAA48ePr3SQDjBu3LgarZ8uhBBCCNGcNapRkbW1Nenp6QB88803rFq1im3bttW4ncmTJ9d11xrEn/70p3LbnJ2dWbduXQP0hifeDa9MeHh4PfVGCCGEEKJ5a1R31EsrKCigTZs2ABQWFjJ16lQCAwPx9fXl66+/tuyXlpaGr68vfn5+/O53vwNg/fr1xMfHP7H9kjvUAFlZWURGRgKQmZnJmDFj8PPz4/XXXy93XHZ2NsHBwYSHh+Pt7c2KFSv461//yvjx4/H19eXq1asA/P3vf2fChAkEBAQQGhrKvXv3ADh69Cj+/v74+/sTEBBAQUEBd+7c4fXXX8ff358xY8ZYliscOnQoubm5Zd7/2rVrjBkzBgCdTsd7772Hr68vAQEBHDlyxLLPa6+9RmBgYJlvJrKzswkJCWHOnDn4+Pgwb948TCbz+uOHDx8mICAAX19f3nvvPctyikOHDuXjjz9m8uTJZGVlcfXqVcLCwhg7diyvvfYaWq0WgFmzZlm+xdi+fTvz5s0Dyn6jUfp8Tp8+TUhISKU1EUIIIYRo6RrVHfWHDx/i7++PTqfj7t27bNmyBQArKyvi4uJo3bo1ubm5TJw4kWHDhnHx4kU2btxIUlISjo6O/Pjjj7Xuw4YNG4iPj8fZ2dky7eRx586dY/fu3djb2zNs2DAmTJjAzp072bJlC1u3bmXhwoX079+fHTt2oFAo+POf/8ynn35KZGQkCQkJfPDBB/Tv35/CwkKsrKzYsWMHQ4YMYdasWRgMBh48eFCtviYmJgKQkZGBVqslLCyMPXv24OTkxObNm7GysuLy5cv8z//8DykpKQD861//4osvvqBDhw5MnjyZ48eP07dvXyIjI/nss8/o1q0b8+fP53//938JDQ211D8pKQmAqVOn8uGHH/L8889z8uRJPvzwQz7//HP+8Ic/MHnyZJ599lk2b95McnJytWteUU1qYrv2Fj/p9DU6pjnRaFWWwJeGdrNIR0fbmn1+QgghhKhYoxqol576cuLECSIiIti1axcmk4lVq1Zx7NgxlEolt2/f5t69exw5cgQfHx8cHR0BsLe3r3UfPDw8iIyMZOTIkQwfPrzCffr27WtZQvC5555j8ODBALzwwgtkZ2cDcOvWLebOncvdu3d59OgRzz5r/nHdSy+9xJIlS/D19WXEiBE888wz9O3blwULFlBcXMyrr76Km5tbtfp6/PhxgoODAejevTudOnXi0qVLdO7cmejoaM6dO4dSqeTy5cuWY/r168cvfvELAHr16sX169dp3bo1zz77rGU988DAQBITEy0D9VGjRgHmbzZOnDhRZjpLyZ33du3aMWfOHKZMmcLHH39co8+ioprUhFqjRGOs2ZSc5kajaRzn/1xbW7w6OdZfxHYlUfElmlIsdH1qrnWo7POvbHtzrUNNSR3MalsHTasn//entuq7/fpuuylpSnVoVAP10jw8PLh//z65ubns37+f3NxcUlJS0Gg0DB06FJ1OZ5m2UVs6nc7yODo6mpMnT7Jv3z4CAgJIS0vDwcGhzP6tWrWyPFYqlZbnSqUSg8F8Z/Ojjz4iNDSUYcOGkZ2dzccffwzA9OnT+eUvf8n+/fsJCgpi8+bNDBgwgG3btrF//37mz59PWFgYAQEBVfa7svP/7LPPaNeuHenp6RiNRvr161dh31UqFQaDoco62tjYWN6vTZs2lj+mHnf+/Hns7e25c+dOha+rVCrLe5WueUU16d69+xP7VNr45zpgNNbNtdAUNcZY6HqL2NYbuFmkI/abs+Ve02hU9LazbfFLNzbG66GulHxz9Pj5VbS9OdehJqQOZnVRB/2jiq+/ulLf7cu1YNaQdVAqFTg5ta7ZMfXUl1rTarUYDAbs7e3Jz8/HyckJjUbDkSNHuH79OgCDBg0iKyuL+/fvA9Ro6ku7du3QarUYjcYyc96vXr2Ku7s74eHhODg4cOvWrZ/V//z8fJydnQEsc7dL2u/ZsyfTp0+nT58+XLp0ievXr+Pk5ERQUBDjxo3jn//8Z7XeY8CAAZY1yS9dusTNmzdxcXEhPz+f9u3bo1QqSU9Pt/zxUBkXFxeuX7/OlStXAEhPT2fAgAHl9iu5856ZmQmYB+7nzp0D4NSpUxw4cIDU1FplbHYAACAASURBVFQSEhLIyckpd3znzp05c+YMAF9++eUTayJETeXkPeBkrvyfkBBCiOajUd1RL5mjDuZB4NKlS1GpVPj6+jJr1izGjh2Lm5sbLi4uALi6ujJz5kxCQkJQKpX07t2bJUuWVOu95s2bx4wZM+jYsSOurq4UFRUBsGzZMq5cuYLJZGLgwIH06tXrZ53LW2+9RXh4OM7Ozri7u3Ptmnn95y1btpCdnY1SqaRHjx688sorfPHFF8THx6NWq7G1tWXp0qXVeo/XXnuNqKgofH19UalULF68mFatWvHaa6/x9ttvk5WVhZeXF7a2tk9sx8rKisWLFxMeHo7BYKBPnz6VrpyzfPlyFi1axMaNGykuLmbUqFG4uLjw+9//nsWLF+Ps7ExERAQLFizg888/L1eThQsXsmnTJtzd3S3bK6qJEJWpbJ32z7Q3G81cfSGEEKIuKEx1NX9EiAbyww8FMvWlhXydWRJ49KSBen2FLTUVzfl6qOzzr2h7c65DTUgdzOqiDksTzSuoRbz+Ul106am3L9eCmUx9EUIIIYQQQtRaixyoSwLqky1cuJCLFy8C8MknnzRwb4QQQgghWqZGNUf9aZEE1CeLiYmxPN60aRMzZ86s0fGPJ5j+nERTIYQQQoiWrkUO1Et7PAF19uzZ5OXlUVxcTHh4OK+++ipgXrklPj4ehUJBz549Wb58OevXr8fW1pawsLBK2/fw8ODEiROAOQF13759LFmyhMzMTOLi4lAqldjZ2VnCi0pkZ2ezbt067O3tuXTpEp6enixatAilUklUVBSnT59Gp9Ph7e3NnDlzAHPyZ0BAAHv37qW4uJg1a9bQvXt3Tp06RWxsLA8fPsTa2prY2FhcXFwwGAysWLGCgwcPAhAUFERISAghISHMnz+fPXv2WH7g26NHD1auXEl6ejpbt25Fr9fj7u5OVFQUKpUKDw8PQkNDOXjwIBEREcyfP5+xY8fy7bffEhwcTGFhIcnJyej1erp27cqyZcuwsbEhNzeXqKgobty4AcCCBQvo379/3X7IQgghhBBNUIscqDeVBNRTp06xe/duOnXqxLRp0/jyyy/x8fFh7ty52NvbYzAYCA0N5dy5c5bVaRwcHEhNTSUxMZGEhARiYmJwcXFh27ZtqNVqDh06xOrVq1m/fj3Jyclcu3aN1NRU1Gp1ufN69913SUxMtHz7oNVqyczMJCkpCY1Gw6JFi8jIyCAgIICioiJcXV3LhCGVTjS9f/8+QUFBAKxevZqdO3cSEhJCTEwMU6dOxdPTkxs3bhAWFmZZ/rG6JJm08SST1jdJPhVCCNGStMiBelNJQO3Xrx9dunQBYPTo0Rw/fhwfHx8yMzPZsWMHxcXF3L17F61WaxmojxgxAoA+ffrw1VdfAeY13SMiIrhy5QoKhQK93jyoPXz4MJMmTUKtVlfrvA4fPsyZM2cYP348YP6Dx8nJCTCHGXl7e5fZvyTRFODChQusWbOG/Px8CgsLGTJkCACHDh2yzIcH8zccBQUFtG5d/V9FSzJp40kmrW9PTD7V3kSjUTWpxLn60lxrIMmkP4/UwUySSeVaKNGU6tAiB+qlNeYEVIVCUe55Tk4OCQkJ7Ny5k7Zt2xIZGVmmXY1GA5RNSV27di1eXl7ExcVx7do1pkyZApjXqn/8PZ7EZDIRGBjIvHnzyr1mZWVVbh56SaIpmH9su2HDBnr16kVKSgpHjx4FwGg0kpycjLW1dbX78ThJJm15S25Vdr5XfyqqMLW0hLujXbNPLm3O14Mkk9ac1MFMkknlWighyzM2MY05AfXUqVPk5ORgNBrJzMykf//+FBYWYmNjg52dHffu3ePAgQNV9qF0Smpqaqpl++DBg9m+fTvFxcWVnpdarbbcgR80aBB79uzhhx9+sOxfUqOqFBYW0r59e/R6vSVNFWDIkCFlfsh79mzlgywhauNmkU6SS4UQQjQpLfKOelNJQH3xxRdZuXIl58+fx9PTk+HDh1vef/To0XTp0oWXXqo6GGHatGlERkayefNmBg4caNk+YcIELl++jJ+fH2q1mqCgIIKDg8scGxQUhJ+fH71792blypW88847vPHGGxiNRjQaDR988AGdO3eusg/h4eFMmDCBzp0788ILL1BYWAiYl4KMjo7G19cXg8GAp6cn0dHRVbYnREUqSy2F/4TiCCGEEE2FJJM2UtnZ2SQkJLBp06aG7kqjJ8mk8nUmVJ1M+qRU0+akOV8Pkkxac1IHM0kmlWuhhEx9EUIIIYQQQtRai5z60hR4eXnh5eXV0N0QQgghhBANpEXeUXdzc8Pf3x8/Pz8CAwP5/vvvf1Y7SUlJpKWlAeZVTbKysgAICQnh9OnTddbfp23hwoWWJRM/+eSTBu6NEEIIIUTL1CLvqJdeR/2bb75h1apVZVYeqa7JkyfXddcahZiYGMvjTZs2MXPmzBodbzAYyizV+PhzIYQQQghRtRY5UC+toKCANm3aAOYlBGfPnk1eXh7FxcWEh4fz6quvApCWlkZ8fDwKhYKePXuyfPly1q9fj62tLWFhYZW27+HhwYkTJwDIyspi3759LFmyhMzMTOLi4lAqldjZ2ZGYmFjmuOzsbNatW4e9vT2XLl3C09OTRYsWoVQqiYqK4vTp0+h0Ory9vZkzZw4AQ4cOJSAggL1791JcXMyaNWvo3r07p06dIjY2locPH2JtbU1sbCwuLi4YDAZWrFjBwYMHAfMKLyEhIYSEhDB//nz27NljWSGnR48erFy5kvT0dLZu3Yper8fd3Z2oqChUKhUeHh6EhoZy8OBBIiIimD9/PmPHjuXbb78lODiYwsJCkpOT0ev1dO3alWXLlmFjY0Nubi5RUVHcuHEDgAULFtC/f/+6/ZCFEEIIIZqgFjlQLxl86nQ67t69y5YtWwBzaE9cXBytW7cmNzeXiRMnMmzYMC5evMjGjRtJSkrC0dGxRuuoV2bDhg3Ex8fj7OxMXl5ehfucOnWK3bt306lTJ6ZNm8aXX36Jj48Pc+fOxd7eHoPBQGhoKOfOnbMs7+jg4EBqaiqJiYkkJCQQExODi4sL27ZtQ61Wc+jQIVavXs369etJTk7m2rVrpKamolary53Xu+++S2JiouXbB61WS2ZmJklJSWg0GhYtWkRGRgYBAQEUFRXh6upKeHi45XgrKyuSkpIAuH//PkFBQQCsXr2anTt3EhISQkxMDFOnTsXT05MbN24QFhZGZmZmjWq5XXuLn3T6Gh3TnGi0KkvgS0t268EjfmHTqqG7IYQQQtSZFjlQLz315cSJE0RERLBr1y5MJhOrVq3i2LFjKJVKbt++zb179zhy5Ag+Pj44OjoCYG9vX+s+eHh4EBkZyciRIxk+fHiF+/Tr148uXboAMHr0aI4fP46Pjw+ZmZns2LGD4uJi7t69i1artQzUR4wYAUCfPn346quvAHPgUUREBFeuXEGhUFgCjA4fPsykSZNQq9XVOq/Dhw9z5swZxo8fD5j/4HFycgJApVLh7e1dZv9Ro0ZZHl+4cIE1a9aQn59PYWEhQ4YMAeDQoUOW+fBg/oajoKCA1q2rv3yRWqNEY2zZU2s0mpZ9/gBdNDZ4dXKsNBpao1WRk1fEZ9qbT7ln1efVyZFXnmtX63aaUjx2TWi0FUesV7a9udahpqQOZrWtg6ZVxddZXanv9uu77aakKdWhRQ7US/Pw8OD+/fvk5uayf/9+cnNzSUlJQaPRMHToUHQ6HXW11LxOp7M8jo6O5uTJk+zbt4+AgADS0tJwcHAos79CoSj3PCcnh4SEBHbu3Enbtm2JjIws065GowFAqVRiMJjvsq5duxYvLy/i4uK4du0aU6ZMAcxhT4+/x5OYTCYCAwOZN29eudesrKzKzUO3sbGxPI6MjGTDhg306tWLlJQUjh49CoDRaCQ5ORlra+tq9+Nx45/rIOuoy9q4ljpUVgu93oDJRKP99uFmkQ693oCbjVWt2mnO10PJZ/f4+VW0vTnXoSakDmZ1UQf9o4qvv7pS3+3LtWDW1NZRb/EDda1Wi8FgwN7envz8fJycnNBoNBw5coTr168DMGjQIN566y1CQ0NxcHDgxx9/rPZd9Xbt2qHVaunWrRtff/01zzzzDABXr17F3d0dd3d39u7dy61bt8oN1E+dOkVOTg6dO3cmMzOToKAgCgsLsbGxwc7Ojnv37nHgwAFefvnlJ/YhPz8fZ2dnAFJTUy3bBw8ezPbt23n55ZctU18ePy+1Wo1er0ej0TBo0CBmz55NaGgoTk5O/PjjjxQWFlYrmbSwsJD27duj1+vJyMiw9GfIkCFs27aNadOmAXD27Fnc3NyqbE+In+NJyaUNTZJThRBCPK5FDtRL5qiD+S7x0qVLUalU+Pr6MmvWLMaOHYubmxsuLi4AuLq6MnPmTEJCQlAqlfTu3ZslS5ZU673mzZvHjBkz6NixI66urhQVFQGwbNkyrly5gslkYuDAgZapK6W9+OKLrFy5kvPnz+Pp6cnw4cMt7z969Gi6dOnCSy9VnWA2bdo0IiMj2bx5MwMHDrRsnzBhApcvX8bPzw+1Wk1QUBDBwcFljg0KCsLPz4/evXuzcuVK3nnnHd544w2MRiMajYYPPvigWgP18PBwJkyYQOfOnXnhhRcoLCwEzEtBRkdH4+vri8FgwNPTk+jo6CrbE0IIIYRo7hSmuprXIepUdnY2CQkJbNq0qaG70uj98EOBTH2RrzOrrENl8fONRV31rzlfD5XVqKLtzbkONSF1MKuLOixNNGeuRLxe9Q2yxti+XAtmTW3qS4sMPBJCCCGEEKKxa5FTX5oCLy8vvLy8GrobQgghhBCigTTKO+obN25k9OjR+Pr64u/vz8mTJwH47LPPePDgQZ29T3Z2Nt9//32dtddYff3112WWQFy7di2HDh0CzCFJubm55Y5JSkoiLS3tie2mpKRw+/Zty/OFCxeWeR8hhBBCCPHzNbo76idOnGDfvn2kpqbSqlUrcnNzLet+f/755/j5+ZVZ9q/Ez4mpP3r0KLa2ttX6QWZT9vXXX/OrX/2KHj16AJQJJarM5MmTq9wnNTUVV1dXywouMTExteuoEEIIIYSwaHQD9bt37+Lg4ECrVuaEwZKQoc8//5w7d+4wdepU7O3t2bp1a7nYemtra5YsWUJRUREODg4sXryYDh06EBISQq9evTh9+jQFBQXExsbi6OjI9u3bUSqV/PWvf+X999+nY8eOLFiwgNzcXBwdHVm8eDGdOnUiMjISKysr/v3vf3Pjxg0WL15Mamoq//jHP3B3d2fJkiX8+c9/5sKFCyxYsACAHTt2oNVqee+990hLSyM+Ph6FQkHPnj1Zvnw5ubm5REVFcePGDQAWLFhA//79OXr0qGXAq1Ao2LZtW7nwn9mzZ3Pr1i10Oh1Tpkxh4sSJgHlN+ClTprB3716sra3ZsGEDV69e5e9//ztHjx5l48aNrF+/ng0bNvCrX/0KHx8fAOLj48nOzgZg5cqVdO3alfXr12Nra0tYWBhnz54lKiqKBw8e8NxzzxEbG2sJP3r33XextrYmOTmZN998k/nz59O3b18OHDjA6tWrMRgMODg4sGXLljJtAowZM4ZPPvkER0dH3nnnHW7duoXRaGT27NllwpKEEEIIIVqiRjdQHzx4MHFxcXh7ezNo0CBGjRrFyy+/zJQpU/jss8/YsmWLZfBeOrZer9cTEhLChg0bcHR0ZPfu3axevZrFixcD8ODBA7Zv386xY8dYsGABu3btYtKkSWUGjjNnziQgIIDAwEB27tzJRx99xIYNGwDIy8vj888/529/+xszZ84kKSkJV1dXxo8fz9mzZxk9ejR+fn787ne/Q6PRkJKSwocffsiFCxfYuHEjSUlJODo68uOPPwLmu89Tp07F09OTGzduEBYWRmZmJgkJCXzwwQf079+fwsJCrKzKh5/ExsZib2/Pw4cPGT9+PCNGjMDBwYGioiLc3d2ZO3cuy5YtY8eOHcyePZuhQ4eWGZg/rnXr1uzcuZO0tDRiY2PLrTQzf/583n//fV5++WXWrl3Lxx9/zMKFC0lMTLQMzEvLzc3l/fffZ9u2bXTp0sVyzpX55ptv6NChA3/84x8B87rvNbFde4ufdPoaHdOcaLSqRhvi8zRVVYebRTo62tYuTKi+3SzS/az11N0d7Xi5Q9t66JEQQoiG1OgG6s888wwpKSl89913ZGdnM3fuXObNm8fYsWPL7Vs6tv7SpUucP3+e3/zmN4A58bJ9+/aWfUePHg3AgAEDKCgoIC8vr1x7J06cYP369QD4+/uzfPlyy2u//vWvLXfE27VrR8+ePQHo0aMH169fx83NjYEDB7Jv3z5cXFzQ6/X07NmTrVu34uPjY/njoiRQ6NChQ2XmcxcUFFBQUMBLL73EkiVL8PX1ZcSIEZaApNK2bt3KV199BcDNmze5cuUKDg4OaDQafv3rXwPQp08fvv3222rVfMyYMZYalfxhUyI/P5/8/HxLqFJgYGCVU2f+8Y9/4OnpSZcuXcqcc2VeeOEFli5dyvLly/n1r3+Np6dntfpdQq1RojHWbNpTc6PRtOzzL/GkOjzX1havTo6NNjpao1WhUNT8s8zJe4Amv4jR/1V2acLmSKOtOGK9su3NtQ41JXUwq20dNK0qvs7qSn23X99tNyVNqQ6NbqAO5gF4yaonL7zwAmlpaRUO1EvH1ptMJlxdXUlOTq6wTYVC8cTnVR1TMhVHoVBYHgMolUqKi4sBc4DQJ598gouLi6W/lS1TbzQaSU5Oxtrausz26dOn88tf/pL9+/cTFBTE5s2b6d69u+X17OxsDh06RHJyMjY2NoSEhKDT6QDQaDSWPiuVSgyGhrnLajKZKqyvSqXCaDRanpf0u1u3bqSkpLB//35WrlzJ4MGDeeutt6r9fuOf6yDrqMvauNWuQ2OtlV5v4Bc2VoR271ij4/507hp6vcFyXs35eij5xuTx86toe3OuQ01IHczqog76RxVff3WlvtuXa8FM1lGvpX//+99cvnzZ8vzs2bN06tQJMN9tL0m0fFy3bt3Izc3lxIkTAOj1ei5cuGB5fffu3QB899132NnZYWdnV649Dw8PvvjiCwAyMjLo379/jfru7u7OrVu32LVrl+Uu9aBBg8jKyuL+/fsAlmkgQ4YMYdu2bWXOE+Dq1av07NmT6dOn06dPHy5dulTmPfLz82nbti02NjZotVr+8Y9/VNmvJ9UNIDMzEzDXyMPDo8xrdnZ2tGnThu+++w6A9PR0BgwY8MR2PTw8OHbsGDk5OWXOuXPnzvzrX/8C4J///CfXrpm/4r99+zY2Njb4+/sTFhZm2UcIIYQQoiVrdHfUi4qK+Oijj8jLy0OlUtG1a1dLpHxQUBBvvvkm7du3Z+vWrWWOa9WqFevWreOjjz4iPz8fg8HA1KlTcXV1BaBt27ZMmjTJ8mNSME9nmTNnDn/72994//33+f3vf8+CBQuIj4+3/Ji0pkaOHMnZs2dp29Y8X9TV1ZWZM2cSEhKCUqmkd+/eLFmyhIULFxIdHY2vry8GgwFPT0+io6PZsmUL2dnZKJVKevTowSuvvFKm/VdeeYXt27fj6+tLt27dePHFF6vs06hRo3j//ffZunUr69atK/f6o0ePmDBhAkajkVWrVpV7fenSpZYfk3bp0sVSl8DAQKKioiw/Ji3h6OhIdHQ0b7/9NkajEScnJzZv3oy3tzfp6en4+/vTt29fnn/+eQDOnz/PsmXLUCqVqNVqFi1aVN1yCyGEEEI0WwpTZXMzmpGQkJAKf/RYH2bMmEFoaCiDBg2q9/cSZj/8UCBTX+TrzCZfh5Ifkb7Z69kq9nzycU29Dk9SWY0q2t6c61ATUgezuqjD0kRz7krE6/WzpHN9ty/XgplMfWmh8vLy8Pb2xsrKSgbpQgghhBCi1lrEQH3r1q307dsXNzc3/P398fPzIzAw8GenkpZO7YyMjCQrK4s2bdrQoUMH3nzzzbrsepVK3v9xZ8+eZf/+/U+1L0IIIYQQou40ujnq9cna2pr09HTAvHb3qlWryvygs7qqk9rZ0M6ePcuZM2f45S9/We1jiouLUav/c0n8nLRXIYQQQghRN1rEHfWKFBQU0KZNGwAKCwuZOnUqgYGB+Pr68vXXX1v2S0tLw9fX1xJmBLB+/Xri4+Of2H7p1VOysrKIjIwEzCusjBkzBj8/P15//fVyx925c4fXX38df39/xowZY1ltpbL2wLwm+2uvvYa3tzd79+7l0aNHrFu3jt27d+Pv78/u3bspKirivffeY9y4cQQEBFjOMSUlhTlz5jBz5kzeeOMNsrOzCQkJYd68efj6+gLmJNSxY8cyevToMj8a9fDwYPXq1fj5+REUFMS9e/cAc+DR22+/zbhx4xg3bhzHjx+vsG5jxozh2rVrFBUVMX36dPz8/BgzZoxlhR4hhBBCiJasRd1Rf/jwIf7+/uh0Ou7evcuWLVsA83rscXFxtG7dmtzcXCZOnMiwYcO4ePFihamitbFhwwbi4+NxdnauMHRp165dDBkyhFmzZmEwGHjw4EGVbV6/fp1t27Zx9epVpkyZwldffcWcOXM4c+YMH3zwAQCrVq1i4MCBLF68mLy8PCZMmMB///d/A+aAor/+9a/Y29uTnZ3N6dOnycjIsAQW1TQJtbLU1cpIMmntSDKpWVOvQ1NIThVCCPF0taiBeumpLydOnCAiIoJdu3ZhMplYtWoVx44dQ6lUcvv2be7du8eRI0cqTBWtDQ8PDyIjIxk5ciTDhw8v93rfvn1ZsGABxcXFvPrqq7i5uVXZ5siRI1EqlTz//PN06dKFf//73+X2OXjwIH//+99JSEgAzGFDN2/eBGDw4MFlzq1v376WQTrUPAm1stTVykgyae1JMqlZU67Dz01OrSiVsyml7tWEJJP+PFIHM0kmlWuhRFOqQ4saqJfm4eHB/fv3yc3NZf/+/eTm5pKSkoJGo2Ho0KHodLpKU0VrqiSBEyA6OpqTJ0+yb98+AgICSEtLw8HBwfL6gAED2LZtG/v372f+/PmEhYUREBBQaXtQ/dTVdevW4eLiUmbbyZMnsbGxKbPN1tbW8vjnJKFWlroqyaT1Q5bcMmsudajpOTyeytlc6lARSSatOamDmSSTyrVQQpZnbCK0Wi0GgwF7e3vy8/NxcnJCo9Fw5MgRrl+/DlSeKlod7dq1Q6vVYjQay8x5v3r1Ku7u7oSHh+Pg4MCtW7fKHHf9+nWcnJwICgpi3Lhx/POf/3xie2Ces240Grl69So5OTl069atXGpoSRJqyR8f1U3//DlJqJWlrkoyqRBCCCFE9bWoO+olc9QBTCYTS5cuRaVS4evry6xZsxg7dixubm6Wu86VpYpWx7x585gxYwYdO3bE1dWVoqIiAJYtW8aVK1cwmUwMHDiQXr16lTnu6NGjxMfHo1arsbW1ZenSpU9sD8x3pIODg/nhhx/48MMPsbKywsvLiz/+8Y/4+/szY8YMZs+eTWxsLH5+fphMJjp37symTZuqPI+fk4RaWeqqJJMKIYQQQlRfi0gmFc2bJJPK15nQcusgyaSSTPokUgczSSaVa6GETH0RQgghhBBC1JoM1IUQQgghhGiEZKAuhBBCCCFEIyQDdfFUPHz4kODgYAwGA8uXL2fMmDHlUkjnzp3L5cuXG66TQgghhBCNiAzUxVPxl7/8heHDh/PNN9/wr3/9i7S0NHbs2MGnn35qCUOaPHkyn376aQP3VAghhBCicWhRyzOKhpORkcGKFSvIyspiwIABqNVq1Go1vXr14sCBA4waNQpPT08iIyMpLi5Gra7+pblde4ufdPpa99FkNGAwGgGTZb15pVKJyQRKhQIUiv8f2GR+TaFQolKqoIKAKaPRgNFowGT6T1sKhQKVUoVSpcJoMGA0mf5/WwqUSgVKpQqoOKzqSTRalSXwpTLujna83KFtjdsWQgghRMORgbqod48ePSInJ4dnn32WXr168fHHH/Ob3/yGBw8ekJ2dTY8ePQDzoLhr166cO3eOPn36VLt9tUaJxlj76PhivRETinJLPSoUoFAqzENoBZhM5o1KBahUCpSq8u+tf2SgZBheeqCOwrw8k8mkQGE0YTKZ21cqFKjVqkpTZaui0VR+/jl5D9DkFzH6v56tdJ/moinFQtcVjbZ87HhzrUNF5/qk7c21DjUldTCrbR00rSq+zupKfbdf3203JU2pDjJQF/Xu/v372NmZ/1EMGTKE06dPM2nSJBwdHXnxxRdRlRroOjo6cufOnRq1P/65DrKO+hPWhP3TuWvo9YZmv35uS10juOTblJJzb851ePxcn7S9OdehJqQOZnVRB/2jiq+/ulLf7cu1YCbrqAvxGGtrax49emR5PmvWLNLT09m8eTOAJaEUzHffra2tn3YXhRBCCCEaHRmoi3rXtm1bDAYDOp0Og8HA/fv3ATh37hz/93//x+DBgy37Xr582TIVRgghhBCiJZOpL+KpGDx4MMePH6d///68/vrrALRu3Zrly5dbfjh67949rKys6NChQ0N2tVm6WaSzxKyD/LhUCCGEaApkoC6eiuDgYDZv3sx///d/l1k7vbRdu3YxceLEp9yzludmkQ5ABupCCCFEIycDdfFU9O7dGy8vLwwGQ5kfj5ZmZ2eHv7//U+5Zy9DR1oo3e5lXfSl9Z10IIYQQjVeLnKPu5uaGv78/fn5+BAYG8v333/+sdpKSkkhLSwMgMjKSrKwsAEJCQjh9+nSd9fdpW7hwIRcvXgTgk08+qbN2x48fX+kgHWDcuHE1Wj9dCCGEEKI5a5GjImtra9LT0wH45ptvWLVqFdu2batxO5MnT67rrjUKMTExlsebNm1i5syZNTr+8bvmT7qLLoQQQgghKtYiB+qlFRQU0KZNGwAKCwuZPXs2eXl5FBcXEx4ezquvvgpAWloa8fHxKBQKevbsyfLly1m/fj22traEhYVVSDF9JgAAIABJREFU2r6HhwcnTpwAICsri3379rFkyRIyMzOJi4tDqVRiZ2dHYmJimeOys7NZt24d9vb2XLp0CU9PTxYtWoRSqSQqKorTp0+j0+nw9vZmzpw5AAwdOpSAgAD27t1LcXExa9asoXv37pw6dYrY2FgePnyItbU1sbGxuLi4YDAYWLFiBQcPHgQgKCiIkJAQQkJCmD9/Pnv27OHhw4f4+/vTo0cPVq5cSXp6Olu3bkWv1+Pu7k5UVBQqlQoPDw9CQ0M5ePAgERERzJ8/n7Fjx/Ltt98SHBxMYWEhycnJ6PV6unbtyrJly7CxsSE3N5eoqChu3LgBwIIFC+jfv3/dfshCCCGEEE1Qixyolww+dTodd+/eZcuWLQBYWVkRFxdH69atyc3NZeLEiQwbNoyLFy+yceNGkpKScHR05Mcff6x1HzZs2EB8fDzOzs7k5eVVuM+pU6fYvXs3nTp1Ytq0aXz55Zf4+Pgwd+5c7O3tMRgMhIaGcu7cOXr16gWAg4MDqampJCYmkpCQQExMDC4uLmzbtg21Ws2hQ4dYvXo169evJzk5mWvXrpGamoparS53Xu+++y6JiYmWbx+0Wi2ZmZkkJSWh0WhYtGgRGRkZBAQEUFRUhKurK+Hh4ZbjraysSEpKAsyhR0FBQQCsXr2anTt3EhISQkxMDFOnTsXT05MbN24QFhZGZmZmjWq5XXuLn3T6Gh3TnGi0KkvgS0VuFunoaGv1FHskhBBCiLrQIgfqpae+nDhxgoiICHbt2oXJZGLVqlUcO3YMpVLJ7du3uXfvHkeOHMHHxwdHR0cA7O3ta90HDw8PIiMjGTlyJMOHD69wn379+tGlSxcARo8ezfHjx/Hx8SEzM5MdO3ZQXFzM3bt30Wq1loH6iBEjAOjTpw9fffUVAPn5+URERHDlyhUUCgV6vXlQe/jwYSZNmmSZF17VeR0+fJgzZ84wfvx4wPwHj5OTEwAqlQpvb+8y+48aNcry+MKFC6xZs4b8/HwKCwsZMmQIAIcOHbLMhwfzNxwFBQW0bl395C61RonG2LKn1mg0lZ//c21t8erkaIlMrixuvTlojudUlYo+z+Zah8qu3cq2N9c61JTUway2ddC0qt//dtZ3+/XddlPSlOrQIgfqpXl4eHD//n1yc3PZv38/ubm5pKSkoNFoGDp0KDqdDpOpbuLpdTqd5XF0dDQnT55k3759BAQEkJaWhoODQ5n9FQpFuec5OTkkJCSwc+dO2rZtS2RkZJl2NRoNAEqlEoPBfJd17dq1eHl5ERcXx7Vr15gyZQoAJpOp3Hs8iclkIjAwkHnz5pV7zcrKqtw8dBsbG8vjyMhINmzYQK9evUhJSeHo0aMAGI1GkpOTa5VGOv65DhiNdfMZNUXVjUMu2UevN3CzSEfsN2cr3K+prrHeUuOxS75NKTn35lyHx8/1Sdubcx1qQupgVhd10D+q+PqrK/XdvlwLZg1ZB6VSgZNT9W9EQgtd9aU0rVaLwWDA3t6e/Px8nJyc0Gg0HDlyhOvXrwMwaNAgsrKyLImaNZn60q5dO7RaLUajka+//tqy/erVq7i7uxMeHo6DgwO3bt0qd+ypU6fIycnBaDSSmZlJ//79KSwsxMbGBjs7O+7du8eBAweq7EN+fj7Ozs4ApKamWrYPHjyY7du3U1xcXOl5qdVqyx34QYMGsWfPHn744QfL/iU1qkphYSHt27dHr9eTkZFh2T5kyJAyP+Q9e7biwaN4Om4W6TiZK/8hF0IIIRqDFnlHvWSOOpjvEi9duhSVSoWvry+zZs1i7NixuLm54eLiAoCrqyszZ84kJCQEpVJJ7969WbJkSbXea968ecyYMYOOHTvi6upKUVERAMuWLePKlSuYTCYGDhxombpS2osvvsjKlSs5f/48np6eDB8+3PL+o0ePpkuXLrz00ktV9mHatGlERkayefNmBg4caNk+YcIELl++jJ+fH2q1mqCgIIKDg8scGxQUhJ+fH71792blypW88847vPHGGxiNRjQaDR988AGdO3eusg/h4eFMmDCBzp0788ILL1BYWAiYl4KMjo7G19cXg8GAp6cn0dHRVbYnaqf0uuqlyRrrQgghROOhMNXVvA5Rp7Kzs0lISGDTpk0N3ZVG74cfCmTqSw2+xisZjD9poF7Ra41dS/1a9/HPrDnXobLrs6LtzbkONSF1MKuLOixNNGeuRLxe9Q2yxti+XAtmMvVFCCGEEEIIUWstcupLU+Dl5YWXl1dDd0MIIYQQQjSQFnlH3c3NDX9/f/z8/AgMDOT777//We0kJSWRlpYGmFc1ycrKAiAkJITTp0/XWX+ftoULF1qWTPzkk08auDdCCCGEEC1Ti7yjXnod9W+++YZVq1aVWXmkuiZPnlzXXWsUYmJiLI83bdrEzJkza3S8wWAos1Tj48+FEEIIIUTVWuRAvbSCggLatGkDmJcQnD17Nnl5eRQXFxMeHs6rr74KQFpaGvHx8SgUCnr27Mny5ctZv349tra2hIWFVdq+h4cHJ06cACArK4t9+/axZMkSMjMziYuLQ6lUYmdnR2JiYpnjsrOzWbduHfb29ly6dAlPT08WLVqEUqkkKiqK06dPo9Pp8Pb2Zs6cOQAMHTqUgIAA9u7dS3FxMWvWrKF79+6cOnWK2NhYHj58iLW1NbGxsbi4uGAwGFixYgUHDx4EzCu8hISEEBISwvz589mzZ49lhZwePXqwcuVK0tPT2bp1K3q9Hnd3d6KiolCpVHh4eBAaGsrBgweJiIhg/vz5jB07lm+//Zbg4GAKCwtJTk5Gr9fTtWtXli1bho2NDbm5uURFRXHjxg0AFixYQP/+/Wv0GUoy6ZOTSR8nSaVCCCFE09AiB+olg0+dTsfdu3fZsmULYA7tiYuLo3Xr1uTm5jJx4kSGDRvGxYsX2bhxI0lJSTg6OtZoHfXKbNiwgfj4eJydncnLy6twn1OnTrF79246derEtGnT+PLLL/Hx8WHu3LnY29tjMBgIDQ3l3LlzluUdHRwcSE1NJTExkYSEBGJiYnBxcWHbtm2o1WoOHTrE6tWrWb9+PcnJyVy7do3U1FTUanW583r33XdJTEy0fPug1WrJzMwkKSkJjUbDokWLyMjIICAggKKiIlxdXQkPD7ccb2VlRVJSEgD3798nKCgIgNWrV7Nz505CQkKIiYlh6tSpeHp6cuPGDcLCwsjMzKxRLSWZ9MnJpI97PKm0TDtNPLW0qfa7NiSZVJJJqyJ1MJNkUrkWSjSlOrTIgXrpqS8nTpwgIiKCXbt2YTKZWLVqFceOHUOpVHL79m3u3bvHkSNH8PHxwdHREQB7e/ta98HDw4PIyEhGjhzJ8OHDK9ynX79+dOnSBYDRo0dz/PhxfHx8yMzMZMeOHRQXF3P37l20Wq1loD5ixAgA+vTpw1dffQWYA48iIiK4cuUKCoXCEmB0+PBhJk2ahFqtrtZ5HT58mDNnzjB+/HjA/AePk5MTACqVCm9v7zL7jxo1yvL4woULrFmzhvz8fAoLCxkyZAgAhw4dssyHB/M3HAUFBbRuXf3liySZ9OctNVXRMVWllkLjTS5tqUuPSTKpJJM+idTBTJJJ5Voo0dSWZ2yRA/XSPDw8uH//Prm5uezfv5/c3FxSUlLQaDQMHToUnU5HXS01r9PpLI+jo6M5efIk+/btIyAggLS0NBwcHMrsr1Aoyj3PyckhISGBnTt30rZtWyIjI8u0q9FoAFAqlRgM5n/0a9euxcvLi7i4OK5du8aUKVMAc9jT4+/xJCaTicDAQObNm1fuNSsrq3Lz0G1sbCyPIyMj2bBhA7169SIlJYWjR48CYDQaSU5Oxtrautr9EA3nZpH5WmuMA3UhhBCiuWmRq76UptVqMRgM2Nvbk5+fj5OTExqNhiNHjnD9+nUABg0aRFZWFvfv3weo0dSXdu3aodVqMRqNfP3115btV69exd3dnfDwcBwcHLh161a5Y0+dOkVOTg5Go5HMzEz69+9PYWEhNjY22NnZce/ePQ4cOFBlH/Lz83F2dgYgNTXVsn3w4MFs376d4uLiSs9LrVZb7sAPGjSIPXv28MMPP1j2L6lRVQoLC2nfvj16vZ6MjAzL9iFDhpT5Ie/Zs5XfyRVPR0lqaUX/k7ntQgghxNPTIu+ol8xRB/Nd4qVLl6JSqfD19WXWrFmMHTsWNzc3XFxcAHB1dWXmzJmEhISgVCrp3bs3S5YsqdZ7zZs3jxkzZtCxY0dcXV0pKioCYNmyZVy5cgWTycTAgQMtU1dKe/HFF1m5ciXnz5/H09OT4cOHW95/9OjRdOnShZdeqjrBbNq0aURGRrJ582YGDhxo2T5hwgQuX76Mn58farWaoKAggoODyxwbFBSEn58fvXv3ZuXKlbzzzju88cYbGI1GNBoNH3zwAZ07d66yD+Hh4UyYMIHOnTvzwgsvUFhYCJiXgoyOjsbX1xeDwYCnpyfR0dFVtieEEEII0dwpTHU1r0PUqezsbBISEti0aVNDd6XR++GHApmjXkfz7SqLaK/u6w2ppc6/fPwzac51qOz6q2h7c65DTUgdzOqiDksTzZkrEa9XfYOsMbYv14JZU5uj3uKnvgghhBBCCNEYtcipL02Bl5cXXl5eDd0NIYQQQgjRQGSgLp6Khw8fWubK/+EPf6CgoAClUsmsWbMsyzjOnTuX8PBwnn/++YbtrBBNzM0inWX6R00DsCrSWJfgFEKIlkamvoin4i9/+QvDhw/nmWeeYenSpXzxxRd8+umnxMbGWgKfJk+ezKefftrAPRWiZbtZpONkrsxjFUKIxkDuqIunIiMjgxUrVvDss//5sZezszOOjo7k5ubSpk0bPD09iYyMpLi42BLCVB3btbf4Saevj243CXVxB7XEzSKdLMHYBJUsqQm1/6FUyZ15IYQQDU8G6qLePXr0iJycnDKDdDCvE6/X63nuuecAc0hT165dOXfuHH369Kl2+2qNEo1RVfWOzZhGUzfn/1xbW7w6OVYar6zRqsjJK+Iz7c1av5dXJ0deea5drdsprSnFQtcVjbZ87Hht6lBRe41FZX2rbHtjPIeGIHUwq20dNK3q999Gfbdf3203JU2pDjJQF/Xu/v372NmV/Udx584dfve737F06VKUyv/MwHJ0dOTOnTs1an/8cx1kecY6Xmqqsvb0egMmE7W+g3+zSIdeb8DNpu7u3rfUpcdKPouSc69tHR5vrzGprG8VbW+p18PjpA5mdVEH/aP6/bdR3+3LtWDW1JZnlIG6qHfW1tY8evTI8rygoIAZM2bwzjvv8OKLL5bZ99GjR1hbWz/tLooaKD3N4ueS6RVCCCFE1WSgLupd27ZtMRgM6HQ6FAoFv/3tb/H392fkyJHl9r18+TI9evRogF4KIYQQQjQuMlAXT8XgwYM5fvw4d+/e5bvvvuPHH38kNTUVgCVLluDm5sa9e/ewsrKiQ4cODdxbIYQQQoiGJwN18VQEBwezefNmli9fjr+/f4X77Nq1i4kTJz7lngkhhBBCNE6yjrp4Knr37o2XlxcGQ+U/QrSzsyMwMPAp9koIIYQQovFqkQN1Nzc3/P398fPzIzAwkO+///5ntZOUlERaWhoAkZGRZGVlARASEsLp06frrL9P28KFC7l48SIAn3zySZ21O378eFSqypcRHDduXI3WTxdCCCGEaM5a5KjI2tqa9PR0AL755htWrVrFtm3batzO5MmT67prjUJMTIzl8aZNm5g5c2aNjjcYDGUG5I8/F0IIIYQQVWuRA/XSCgoKaNOmDQCFhYXMnj2bvLw8iouLCQ8P59VXXwUgLS2N+Ph4FAoFPXv2ZPny5axfvx5bW1vCwsIqbd/Dw4MTJ04AkJWVxb59+1iyZAmZmZnExcWhVCqxs7MjMTGxzHHZ2dmsW7cOe3t7Ll26hKenJ4sWLUKpVBIVFcXp06fR6XR4e3szZ84cAIYOHUpAQAB79+6luLiYNWvW0L17d06dOkVsbCwPHz7E2tqa2NhYXFxcMBgMrFixgoMHDwIQFBRESEgIISEhzJ8/nz179vDw4UP8/f3p0aMHK1euJD09na1bt6LX63F3dycqKgqVSoWHhwehoaEcPHiQiIgI5s+fz9ixY/n2228JDg6msLCQ5ORk9Ho9Xbt2ZdmyZdjY2JCbm0tUVBQ3btwAYMGCBfTv379uP2QhhBBCiCaoRQ7USwafOp2Ou3fvsmXLFgCsrKyIi4ujdevW5ObmMnHiRIYNG8bFixfZuHEjSUlJODo68uOPP9a6Dxs2bCA+Ph5nZ2fy8vIq3OfUqVPs3r2bTp06MW3aNL788kt8fHyYO3cu9vb2GAwGQkNDOXfuHL169QLAwcGB1NRUEhMTSUhIICYmBhcXF7Zt24ZarebQoUOsXr2a9evXk5yczLVr10hNTUWtVpc7r3fffZfExETLtw9arZbMzEySkpLQaDQsWrSIjIwMAgICKCoqwtXVlfDwcMvxVlZWJCUlAebQo6CgIABWr17Nzp07CQkJISYmhqlTp+Lp6cmNGzcICwsjMzOzRrXcrr3FTzp9jY5pTjRaVa0DiKrrZpGOjrZ1E1J0s0j3xPXU3R3teLlD2zp5LyGEEKIpapED9dJTX06cOEFERAS7du3CZDKxatUqjh07hlKp5Pbt29y7d48jR47g4+ODo6MjAPb29rXug4eHB5GRkYwcOZLhw4dXuE+/fv3o0qULAKNHj+b48eP4+PiQmZnJjh07KC4u5u7du2i1WstAfcSIEQD06dOHr776CoD8/HwiIiK4cuUKCoUCvd48qD18+DCTJk2yzAuv6rwOHz7MmTNnGD9+PGD+g8fJyQkAlUqFt7d3mf1HjRpleXzhwgXWrFlDfn4+hYWFDBkyBIBDhw5Z5sOD+RuOgoICWreufnKXWqNEY2zZU2s0mqdz/s+1tcWrk2Pto7i1KhSKyvudk/cATX4Ro/+rZsFKTSkWuq5otOVjx2tTh4raaywq61tl2xvjOTQEqYNZrf+71ap+/23Ud/v13XZT0pTq0CIH6qV5eHhw//59cnNz2b9/P7m5uaSkpKDRaBg6dCg6nQ6TqW7i6XU6neVxdHQ0J0+eZN++fQQEBJCWloaDg0OZ/RUKRbnnOTk5JCQksHPnTtq2bUtkZGSZdjUaDQBKpdKywsratWvx8vIiLi6Oa9euMWXKFABMJlO593gSk8lEYGAg8+bNK/ealZVVuXnoNjY2lseRkZFs2LCBXr16kZKSwtGjRwEwGo0kJyfXKo10/HMdMBrr5jNqihoiDrnWUdx6A7+wsSK0e8cKX//TuWvo9YYavU9Ljccu+Tal5NxrW4fH22tMKuvb/2PvzqOaOvPHj7+TEFnc2CqjqFUUFb8ipWLR0dPFpeISFqs4Kqi/oa1LHanjVKjO14XWBa20da1twapQ1OkoVivY9lSpVqGttS6tHseMiqK4gSNLjZDk90eGfEFAoQYh5vM6p6fJzb3Pfe6HG8/Dcx8+n+q22+r9cC+Jg4kl4lB6t36/G/XdvtwLJg0ZB6VSgZtb7SciwUazvlSk1WrR6/U4OztTWFiIm5sbarWarKwscnNzAejbty8ZGRkUFBQA1Gnpi7u7O1qtFoPBwNdff23enpOTg5+fH9HR0bi4uJCXl1fl2OPHj3Px4kUMBgPp6en06tWL4uJiHB0dad68OTdu3ODbb799YB8KCwvx8PAAMBcZAlMRoi1btlBWVlbjddnZ2Zln4Pv27cvevXu5efOmef/yGD1IcXExTzzxBKWlpezatcu8vX///pX+kPfUqVO1ak8IIYQQ4nFnkzPq5WvUwTRLHB8fj0qlQqPRMHXqVEaOHImPjw9eXl4AeHt7M2XKFCIjI1EqlXTv3p2lS5fW6lyzZs1i8uTJtG7dGm9vb0pKSgBYtmwZFy5cwGg00qdPH/PSlYqeeuopVqxYwZkzZwgICGDw4MHm8w8fPpx27drx9NNPP7APL7/8MrGxsWzYsIE+ffqYt48ePZrz588THByMnZ0d4eHhREREVDo2PDyc4OBgunfvzooVK3j99df585//jMFgQK1WM2/ePDw9PR/Yh+joaEaPHo2npyddunShuLgYMKWCjIuLQ6PRoNfrCQgIIC4u7oHtCSGEEEI87hRGS63rEBaVnZ1NUlIS69evb+iuNHo3bxbJ0hcre5xZ/kekr3Srfg36gz6vjjXGwRLujdXDxuH3xP5Rqalv1W231fvhXhIHE0vEIT7FVHMlZvyDJ8gaY/tyL5jI0hchhBBCCCHEQ7PJpS/WIDAwkMDAwIbuhhBCWIV7031aMm2ppAoVQjQUm5xR9/HxISQkhODgYMLCwvjpp59+VzupqamkpaUBpqwmGRkZAERGRnLixAmL9fdRmzt3rjll4gcffNDAvRFCiIZzpUTHsXxZLiCEaBg2OaNeMY/6gQMHSEhIqJR5pLbGjh1r6a41CosWLTK/Xr9+PVOmTKnT8Xq9vlKqxnvfCyGEpbV2sq+XNer3K8olhBD1zSYH6hUVFRXRokULwJRCcNq0ady+fZuysjKio6MZNGgQAGlpaSQmJqJQKOjatSvLly9n1apVODk5ERUVVWP7/v7+HD16FICMjAz279/P0qVLSU9PZ82aNSiVSpo3b05KSkql47Kzs1m5ciXOzs6cO3eOgIAAFixYgFKpZP78+Zw4cQKdTseQIUOYMWMGAAMGDCA0NJR9+/ZRVlbGe++9R6dOnTh+/DiLFy/mzp07ODg4sHjxYry8vNDr9bzzzjscPHgQMGV4iYyMJDIyktmzZ7N3715zhpzOnTuzYsUKdu7cyebNmyktLcXPz4/58+ejUqnw9/dn0qRJHDx4kJiYGGbPns3IkSP57rvviIiIoLi4mK1bt1JaWsqTTz7JsmXLcHR0JD8/n/nz53P58mUA5syZQ69ever0M5TKpI+uMqmlWLLCqRBCCPG4ssmBevngU6fTcf36dTZu3AiYivasWbOGZs2akZ+fz5gxYxg4cCBnz55l3bp1pKam4urqWqc86jVZu3YtiYmJeHh4cPv27Wr3OX78OHv27KFNmza8/PLLfPnllwQFBTFz5kycnZ3R6/VMmjSJ06dPm9M7uri4sGPHDlJSUkhKSmLRokV4eXmRnJyMnZ0dhw4d4t1332XVqlVs3bqVS5cusWPHDuzs7Kpc19/+9jdSUlLMTx+0Wi3p6emkpqaiVqtZsGABu3btIjQ0lJKSEry9vYmOjjYfb29vT2pqKgAFBQWEh4cD8O677/LZZ58RGRnJokWLmDhxIgEBAVy+fJmoqCjS09PrFEupTProKpNayoMqnKq1Ki7eLuET7ZXaN1qXfWsQ2MaVZ9u7P3Q7j5JUJq3fyqSNOR61Zc19tySpTCr3QjlrioNNDtQrLn05evQoMTEx7N69G6PRSEJCAj/88ANKpZKrV69y48YNsrKyCAoKwtXVFQBnZ+eH7oO/vz+xsbEMHTqUwYMHV7tPz549adeuHQDDhw/nyJEjBAUFkZ6ezrZt2ygrK+P69etotVrzQP3FF18EoEePHnz11VeAqeBRTEwMFy5cQKFQmAsYHT58mD/96U/Y2dnV6roOHz7MyZMnGTVqFGD6hcfNzQ0AlUrFkCFDKu0/bNgw8+t//etfvPfeexQWFlJcXEz//v0BOHTokHk9PJiecBQVFdGsWe3TF0llUutNuVVTv0tL9RiN1OlJgVr9cE8WrpToKC3V4+NoXTP9Upm0fiuTNuZ41IY1//tgSVKZVO6FctaWntEmB+oV+fv7U1BQQH5+PpmZmeTn57N9+3bUajUDBgxAp9NhqVTzOp3O/DouLo5jx46xf/9+QkNDSUtLw8XFpdL+CoWiyvuLFy+SlJTEZ599RsuWLYmNja3UrlqtBkCpVKLXm77077//PoGBgaxZs4ZLly4xYcIEwFTs6d5z3I/RaCQsLIxZs2ZV+cze3r7KOnRHR0fz69jYWNauXUu3bt3Yvn0733//PQAGg4GtW7fi4OBQ634I23DvmuMHsVT+cCGEEKKxsMmsLxVptVr0ej3Ozs4UFhbi5uaGWq0mKyuL3NxcAPr27UtGRgYFBQUAdVr64u7ujlarxWAw8PXXX5u35+Tk4OfnR3R0NC4uLuTl5VU59vjx41y8eBGDwUB6ejq9evWiuLgYR0dHmjdvzo0bN/j2228f2IfCwkI8PDwA2LFjh3l7v3792LJlC2VlZTVel52dnXkGvm/fvuzdu5ebN2+a9y+P0YMUFxfzxBNPUFpayq5du8zb+/fvX+kPeU+dOlWr9oQQQgghHnc2OaNevkYdTLPE8fHxqFQqNBoNU6dOZeTIkfj4+ODl5QWAt7c3U6ZMITIyEqVSSffu3Vm6dGmtzjVr1iwmT55M69at8fb2pqSkBIBly5Zx4cIFjEYjffr0MS9dqeipp55ixYoVnDlzhoCAAAYPHmw+//Dhw2nXrh1PP/3gCmYvv/wysbGxbNiwgT59+pi3jx49mvPnzxMcHIydnR3h4eFERERUOjY8PJzg4GC6d+/OihUreP311/nzn/+MwWBArVYzb948PD09H9iH6OhoRo8ejaenJ126dKG4uBgwpYKMi4tDo9Gg1+sJCAggLi7uge0JIYQQQjzuFEZLresQFpWdnU1SUhLr169v6K40ejdvFska9cds3eHvKWNvqaUvdTlnY3Bvvx/nONTUt+q2Wzo9Y2OMR208jv8+/B6WiEN8iqnmSsz4B0+QNcb25V4wsbY16ja/9EUIIYQQQojGyCYH6tZQmTQwMLDBZtOlMqkQQgghRMOzyTXqUpn0/qQyqRBCCCFEw7PJgXpFUpnU+iuTCiGEEEI8jmxyoC6VSR+vyqRbtHn8R1dap2MeJ2rtwxX6aYyulOho7fToCw9dKdHVKp+6n2tznmnV8hH0SAghhC2zyYG6VCZ9vCqT2qmVqA22vbRGrX68rr99SycC27jWuczzw5SFVmtVKBQPjuXb8vPNAAAgAElEQVTF27+hLixh+P80jiwg1ZW4f9g4PGwb9aWmvtW03RLX0JjjUVvW3HdLetg4qJvU771Q3+3Xd9vWxJriYJMD9YqkMqn1VyYd1b6VpGd8TFNu1eW6HjYOpaV6/uBoz6ROre+730enL1Faqm80Mb+3xL0l4lCxvcakpr5Vt91S34vGHI/aeJz/fagLS8Sh9G793gv13b7cCyaSntHKSGVSqUwqhBBCCNEY2eSMulQmNZHKpEIIIYQQjZdUJm2kpDJp7UllUnmcCY+uImdjq1QplUmlMun9yL8PJlKZVO6FcrL0RQghhBBCCPHQbHLpizUIDAwkMDCwobshhBBCCCEaiE3NqPv4+BASEkJwcDBhYWH89NNPv6ud1NRU0tLSAFM2k4yMDAAiIyM5ceKExfpbGxXPX9GpU6fIzMx8pH0RQgghhBCWY1Mz6hXzpx84cICEhIRKGUdqa+zYsZbumsWdOnWKkydP8txzz9X6mLKyMnNOdQC9Xl8l5aIQQgghhHg0bGqgXlFRUREtWrQATKkDp02bxu3btykrKyM6OppBgwYBkJaWRmJiIgqFgq5du7J8+XJWrVqFk5MTUVFRNbbv7+/P0aNHAcjIyGD//v0sXbqU9PR01qxZg1KppHnz5qSkpFQ67tq1a8ycOZOioiL0ej0LFiwgICCgxvbAVDRo06ZN3Lx5k9jYWPr168fKlSu5c+cOR44cYfLkyTz//PO89dZbnDlzBr1ez/Tp0xk0aBDbt29n//793L17l5KSEl577TVWr15Nq1atOHXqFHv27GHatGnk5eWh0+mYMGECY8aMMV/jhAkT2LdvHw4ODqxduxZ3d3fy8/OZP38+ly9fBmDOnDn06tWrStxGjBjBBx98gKurK6+//jp5eXkYDAamTZtWqViSEOLRqm2F1ketoSrWCiFEQ7GpgXp5WkadTsf169fZuHEjYCrWs2bNGpo1a0Z+fj5jxoxh4MCBnD17lnXr1pGamoqrq2ud8qfXZO3atSQmJuLh4cHt27erfL5792769+/P1KlT0ev1/Pbbbw9sMzc3l+TkZHJycpgwYQJfffUVM2bM4OTJk8ybNw+AhIQE+vTpw5IlS7h9+zajR4/mj3/8IwA///wzn3/+Oc7OzmRnZ3PixAl27dplroq6ePFinJ2duXPnDqNGjeLFF1/ExcWFkpIS/Pz8mDlzJsuWLWPbtm1MmzaNRYsWMXHiRAICArh8+TJRUVGkp6fX2P8DBw7QqlUrPvzwQ8CU970utmjz+I+utE7HPE7UWpW5KIste9g4yCCw8WvtZI+fq/VUFBRCiIdlUwP1iktfjh49SkxMDLt378ZoNJKQkMAPP/yAUqnk6tWr3Lhxg6ysLIKCgnB1dQXA2dn5ofvg7+9PbGwsQ4cOZfDgwVU+9/X1Zc6cOZSVlTFo0CB8fHwe2ObQoUNRKpV06NCBdu3a8e9//7vKPgcPHuSbb74hKSkJMFVJvXLlCmAqfFTx2nx9fc2DdIDNmzfz1VdfAXDlyhUuXLiAi4sLarWaF154AYAePXrw3XffAaYZ/rNnz5qPLyoqoqioqMb+d+nShfj4eJYvX84LL7xAQEDAA6+5Iju1ErXBtpfoPKjsva14mDi0b+lEYBvXB5aWbmwl5avrz8P0Ta1V0b6lE2/06fLQfXtUavqZWOJn1Nh+3r+HNffdkh42Duom9Xsv1Hf79d22NbGmONjUQL0if39/CgoKyM/PJzMzk/z8fLZv345arWbAgAHodDoslWJep9OZX8fFxXHs2DH2799PaGgoaWlpuLi4mD/v3bs3ycnJZGZmMnv2bKKioggNDa2xPQCFQnHf9+VWrlxpLuJU7tixYzg6Olba5uTkZH6dnZ3NoUOH2Lp1K46OjkRGRprPr1arzedSKpXo9abZTIPBwNatW3FwcKjUrkqlwmAwVLmOjh07sn37djIzM1mxYgX9+vVj+vTp1V5DdUa1byV51CU3rsXi8KA2GltJ+Xv787BxaGzXVxvV9dlS94M1xqMi+ffBxBJxKL1bv/dCfbcv94KJ5FG3ElqtFr1ej7OzM4WFhbi5uaFWq8nKyiI3NxeAvn37kpGRQUFBAUCdlr64u7uj1WoxGAx8/fXX5u05OTn4+fkRHR2Ni4sLeXl5lY7Lzc3Fzc2N8PBwXnrpJX755Zf7tgemNesGg4GcnBwuXrxIx44dadq0qbn6J0D//v1JTk42//Lx66+/1uo6CgsLadmyJY6Ojmi1Wn7++ecHHlN+rnKnTp0CwNPT03zeX375hUuXTGtgr169iqOjIyEhIURFRdW6b0IIIYQQjzObmlEvX6MOYDQaiY+PR6VSodFomDp1KiNHjsTHx8c86+zt7c2UKVOIjIxEqVTSvXt38x9wPsisWbOYPHkyrVu3xtvbm5KSEgCWLVvGhQsXMBqN9OnTh27dulU67vvvvycxMRE7OzucnJyIj4+/b3tgmpGOiIjg5s2bLFy4EHt7ewIDA/nwww8JCQlh8uTJTJs2jcWLFxMcHIzRaMTT07NWVU+fffZZtmzZgkajoWPHjjz11FMPPGbu3LnExcWh0WjQ6/UEBAQQFxfHkCFD2LlzJyEhIfj6+tKhQwcAzpw5w7Jly1AqldjZ2bFgwYJaxVgIIYQQ4nGmMFpqfYcQDeTmzSJZ+iKPMx9ZHBpbSfl7+/OwcWhs11cb1fXZUveDNcajIvn3wcQScYhPMdVeiRn/tCW69Mjbl3vBRJa+CCGEEEIIIR6aTS19EUIIS2hMecYlraQQQjy+ZEZdPBJ37twhIiKCkydPMmbMGIYPH45Go2HPnj3mfWbOnMn58+cbrpNCWCHJLS6EEI8vmVEXj8Q///lPBg8eTNOmTYmPj6dDhw5cvXqVl156if79+9OiRQvGjh3Lxx9/zNtvv93Q3RXivlo72VvtmmUhhBDWQ2bUxSOxa9cuBg4cSMeOHc3ZXjw8PHB1dSU/Px+AgIAADh06RFlZWQP2VAghhBCicZAZdVHv7t69y8WLF2nbtvIM5PHjxyktLaV9+/aAqWjSk08+yenTp+nRo0et29+izeM/ulKL9tmaqLUqc1GWR8XPtTnPtGr5SM8phBBC2BoZqIt6V1BQQPPmldfQXrt2jTfeeIP4+HiUyv97sOPq6sq1a9fq1L6dWona8PtLxz8O1OpHd/0Xb/+GurCE4f/T+JZ+PIqy0NZQUv5h+mYN13evmvpsiWuwxnjcy5r7bkkPGwd1k/q9F+q7/fpu25pYUxxkoC7qnYODA3fv3jW/LyoqYvLkybz++utVCijdvXsXBweHOrU/qn0ryaP+CHPCfnT6EqWl+kaXj/dRxaGxl5R/2Dg09uurTnV9ttT9YI3xqEhyZ5tYIg6ld+v3Xqjv9uVeMLG2POoyUBf1rmXLluj1enQ6HQqFgtdee42QkBCGDh1aZd/z58/TuXPnBuilEEIIIUTjIgN18Uj069ePI0eOcP36dX788Udu3brFjh07AFi6dCk+Pj7cuHEDe3t7WrVq1cC9FUIIIYRoeDJQF49EREQEGzZsYPny5YSEhFS7z+7duxkzZswj7pn4PRqy4I/8IasQQghbIekZxSPRvXt3AgMD0etrzk7SvHlzwsLCHmGvhLW5UqLjWL6ssRRCCGEbbHJG3cfHhy5dumA0GlGpVPzv//4vTz/9dJ3bSU1NxdHRkdDQUGJjY3n++ecJCgoiMjKS2bNn4+vrWw+9r39z587l//2//0fnzp354IMPmDJlikXaHTVq1H0/f+mllyxyHlH/GqrgT0PN4gshhBANwSYH6g4ODuzcuROAAwcOkJCQQHJycp3bGTt2rKW71igsWrTI/Hr9+vV1Hqjr9XpUKlWN74UQQgghxIPZ5EC9oqKiIlq0aAFAcXEx06ZN4/bt25SVlREdHc2gQYMASEtLIzExEYVCQdeuXVm+fDmrVq3CycmJqKioGtv39/fn6NGjAGRkZLB//36WLl1Keno6a9asQalU0rx5c1JSUiodl52dzcqVK3F2dubcuXMEBASwYMEClEol8+fP58SJE+h0OoYMGcKMGTMAGDBgAKGhoezbt4+ysjLee+89OnXqxPHjx1m8eDF37tzBwcGBxYsX4+XlhV6v55133uHgwYMAhIeHExkZaX4isHfvXu7cuUNISAidO3dmxYoV7Ny5k82bN1NaWoqfnx/z589HpVLh7+/PpEmTOHjwIDExMcyePZuRI0fy3XffERERQXFxMVu3bqW0tJQnn3ySZcuW4ejoSH5+PvPnz+fy5csAzJkzh169eln2hyyEEEIIYYVscqBePvjU6XRcv36djRs3AmBvb8+aNWto1qwZ+fn5jBkzhoEDB3L27FnWrVtHamoqrq6u3Lp166H7sHbtWhITE/Hw8OD27dvV7nP8+HH27NlDmzZtePnll/nyyy8JCgpi5syZODs7o9frmTRpEqdPn6Zbt24AuLi4sGPHDlJSUkhKSmLRokV4eXmRnJyMnZ0dhw4d4t1332XVqlVs3bqVS5cusWPHDuzs7Kpc19/+9jdSUlLMTx+0Wi3p6emkpqaiVqtZsGABu3btIjQ0lJKSEry9vYmOjjYfb29vT2pqKmAqehQeHg7Au+++y2effUZkZCSLFi1i4sSJBAQEcPnyZaKiokhPT69TLKUy6aOtTHqlREdrJ/tHdj4hhBDCVtnkQL3i0pejR48SExPD7t27MRqNJCQk8MMPP6BUKrl69So3btwgKyuLoKAgXF1dAXB2dn7oPvj7+xMbG8vQoUMZPHhwtfv07NmTdu3aATB8+HCOHDlCUFAQ6enpbNu2jbKyMq5fv45WqzUP1F988UUAevTowVdffQVAYWEhMTExXLhwAYVCQWmpaVB7+PBh/vSnP2FnZ1er6zp8+DAnT540rzW/c+cObm5uAKhUKoYMGVJp/2HDhplf/+tf/+K9996jsLCQ4uJi+vfvD8ChQ4c4e/aseb+ioiKKiopo1qz2BQGkMumjrUzavqUTgW1cG6Sy24OqREplUhOpTEq17y3ZtjWx5r5bklQmlXuhnDXFwSYH6hX5+/tTUFBAfn4+mZmZ5Ofns337dtRqNQMGDECn02E0WqbqpU6nM7+Oi4vj2LFj7N+/n9DQUNLS0nBxcam0v0KhqPL+4sWLJCUl8dlnn9GyZUtiY2MrtatWqwFQKpXmDCvvv/8+gYGBrFmzhkuXLjFhwgQAjEZjlXPcj9FoJCwsjFmzZlX5zN7evso6dEdHR/Pr2NhY1q5dS7du3di+fTvff/89AAaDga1bt9a5GmlFUpm0YaqsNcQ571clUiqTmkhlUhOpTGoi1ShNpDKp3AvlpDKpldFqtej1epydnSksLMTNzQ21Wk1WVha5ubkA9O3bl+nTpzNp0iRcXFy4detWrWfV3d3d0Wq1dOzYka+//pqmTZsCkJOTg5+fH35+fuzbt4+8vLwqA/Xjx49z8eJFPD09SU9PJzw8nOLiYhwdHWnevDk3btzg22+/5ZlnnrlvHwoLC/Hw8AAwFxkCUxGiLVu28Mwzz5iXvtx7XXZ2dpSWlqJWq+nbty/Tpk1j0qRJuLm5cevWLYqLi/H09HxgHIqLi3niiScoLS1l165d5v7079+f5ORkXn75ZQBOnTqFj4/PA9sTtqumHO6PagmQLP0RQgjxqNjkQL18jTqYZonj4+NRqVRoNBqmTp3KyJEj8fHxwcvLCwBvb2+mTJlCZGQkSqWS7t27s3Tp0lqda9asWUyePJnWrVvj7e1NSUkJAMuWLePChQsYjUb69OljXrpS0VNPPcWKFSs4c+YMAQEBDB482Hz+4cOH065du1qllXz55ZeJjY1lw4YN9OnTx7x99OjRnD9/nuDgYOzs7AgPDyciIqLSseHh4QQHB9O9e3dWrFjB66+/zp///GcMBgNqtZp58+bVaqAeHR3N6NGj8fT0pEuXLhQXFwOmVJBxcXFoNBr0ej0BAQHExcU9sD0hGkprJ3v8XK3nsakQQgjrpTBaal2HsKjs7GySkpJYv359Q3el0bt5s0iWvtjI48zymfTqcrjbUhzu52HjcL8YN1bV9dlS94M1xqMi+V6YWCIO8Sk/ARAzvu51VxpD+3IvmFjb0hepTCqEEEIIIUQjZJNLX6xBYGAggYGBDd0NIYQQQgjRQBrVjLqPjw8hISEEBwcTFhbGTz/99LvaSU1NJS0tDTBlG8nIyAAgMjKSEydOWKy/9e2VV14x51j39/cH4OrVq+YCR9bg/fff59ChQw3dDSGEEEIIq9OoZtQr5jc/cOAACQkJJCcn17mdsWPHWrprDeKjjz6qss3Dw4OVK1c2QG9Ar9dXScH4IBULIAkhhBBCiNprVDPqFRUVFdGiRQvAlNpv4sSJhIWFodFo+Prrr837paWlodFoCA4O5o033gBg1apVJCYm3rf98hlqgIyMDGJjYwFIT09nxIgRBAcHM378+CrHZWdnExERQXR0NEOGDOGdd97h888/Z9SoUWg0GnJycgD45ptvGD16NKGhoUyaNIkbN24A8P333xMSEkJISAihoaEUFRVx7do1xo8fT0hICCNGjODHH38EYMCAAeTn51c6/6VLlxgxYgRgysv+5ptvotFoCA0NJSsry7zPuHHjCAsLq/RkIjs7m8jISGbMmEFQUBCzZs0y54g/fPgwoaGhaDQa3nzzTe7evWvuw+rVqxk7diwZGRnk5OQQFRXFyJEjGTduHFqtFoCpU6ean2Js2bLFnGu94hONitdz4sQJIiMja4yJEEIIIYSta1Qz6uVpE3U6HdevX2fjxo2AqZjOmjVraNasGfn5+YwZM4aBAwdy9uxZ1q1bR2pqKq6urty6deuh+7B27VoSExPx8PAwLzu51+nTp9mzZw/Ozs4MHDiQ0aNH89lnn7Fx40Y2b97M3Llz6dWrF9u2bUOhUPCPf/yDjz/+mNjYWJKSkpg3bx69evWiuLgYe3t7tm3bRv/+/Zk6dSp6vZ7ffvutVn1NSUkBYNeuXWi1WqKioti7dy9ubm5s2LABe3t7zp8/z1//+le2b98OwK+//soXX3xBq1atGDt2LEeOHMHX15fY2Fg++eQTOnbsyOzZs/n000+ZNGmSOf6pqakATJw4kYULF9KhQweOHTvGwoUL2bRpE2+99RZjx46lbdu2bNiwga1bt9Y65tXFpC62aPP4j660Tsc8Th5V/vDGQHKYCyGEsCWNaqBecenL0aNHiYmJYffu3RiNRhISEvjhhx9QKpVcvXqVGzdukJWVRVBQEK6urgC1LkJ0P/7+/sTGxjJ06FAGDx5c7T6+vr60atUKgPbt29OvXz8AunTpQnZ2NgB5eXnMnDmT69evc/fuXdq2NaX2evrpp1m6dCkajYYXX3yRpk2b4uvry5w5cygrK2PQoEG1Lvhz5MgRc97zTp060aZNG86dO4enpydxcXGcPn0apVLJ+fPnzcf07NmTP/zhDwB069aN3NxcmjVrRtu2benYsSMAYWFhpKSkmAfqw4YNA0xPNo4ePVppOUv5zLu7uzszZsxgwoQJrF69uk4/i+piUhd2aiVqQ92W5Dxu1GrbuP72LZ0IbONaY/lnayoLXZ8eJg5qbf2XMbe0mvpsiWuwxnjcy5r7bkkPGwd1k/q9F+q7/fpu25pYUxwa1UC9In9/fwoKCsjPzyczM5P8/Hy2b9+OWq1mwIAB6HQ6LJUCXqfTmV/HxcVx7Ngx9u/fT2hoKGlpaVUqhjZp0sT8WqlUmt8rlUr0etPM5ttvv82kSZMYOHAg2dnZrF69GoBXX32V5557jszMTMLDw9mwYQO9e/cmOTmZzMxMZs+eTVRUFKGhoQ/sd03X/8knn+Du7s7OnTsxGAz07Nmz2r6rVCr0ev0D4+jo6Gg+X4sWLcy/TN3rzJkzODs7c+3atWo/V6lU5nNVjHl1MenUqdN9+1TRqPatJI+6jeXGre56bTEO1XnYOJQ/nbGmWFbXZ0vdD9YYj4rke2FiiTiU3q3fe6G+25d7wUTyqFuIVqtFr9fj7OxMYWEhbm5uqNVqsrKyyM3NBaBv375kZGRQUFAAUKelL+7u7mi1WgwGQ6U17zk5Ofj5+REdHY2Liwt5eXm/q/+FhYV4eHgAmNdul7fftWtXXn31VXr06MG5c+fIzc3Fzc2N8PBwXnrpJX755ZdanaN3797s2rULgHPnznHlyhW8vLwoLCzkiSeeQKlUsnPnTvMvDzXx8vIiNzeXCxcuALBz50569+5dZb/ymff09HTANHA/ffo0AMePH+fbb79lx44dJCUlcfHixSrHe3p6cvLkSQC+/PLL+8ZECCGEEMLWNaoZ9fI16mAaBMbHx6NSqdBoNEydOpWRI0fi4+ODl5cXAN7e3kyZMoXIyEiUSiXdu3dn6dKltTrXrFmzmDx5Mq1bt8bb25uSkhIAli1bxoULFzAajfTp04du3br9rmuZPn060dHReHh44Ofnx6VLpup2GzduJDs7G6VSSefOnXn22Wf54osvSExMxM7ODicnJ+Lj42t1jnHjxjF//nw0Gg0qlYolS5bQpEkTxo0bx1/+8hcyMjIIDAzEycnpvu3Y29uzZMkSoqOj0ev19OjRo8bMOcuXL2fBggWsW7eOsrIyhg0bhpeXF3//+99ZsmQJHh4exMTEMGfOHDZt2lQlJnPnzmX9+vX4+fmZt1cXEyGEEEIIW6cwWmr9iBAN5ObNIln6Io8zJQ7/9bBx+Oi0aVLhlW5tLdWlelddny11P1hjPCqS74WJJeIQn2LKoBYz/mlLdOmRty/3goksfRFCCCGEEEI8NBmoCyGEEEII0Qg1qoG6j48PISEhBAcHVyrUU1epqanmP+CsWHAnMjKSEydOWKy/9e2VV14x53IvL9B09epVZsyY0ZDdqpP333+fQ4cONXQ3hBBCCCGsTqP6Y9KKedQPHDhAQkICycnJdW6npj+EtDYfffRRlW0eHh6sXLmyAXoDer0elapu+bor5lwXQgghhBC116hm1CsqKiqiRYsWgKnQzsSJEwkLC0Oj0VRKp5iWloZGoyE4OJg33ngDgFWrVpGYmHjf9stnqAEyMjKIjY0FID09nREjRhAcHMz48eOrHJednU1ERATR0dEMGTKEd955h88//5xRo0ah0WjIyckB4JtvvmH06NGEhoYyadIkbty4AcD3339PSEgIISEhhIaGUlRUxLVr1xg/fjwhISGMGDGCH3/8EYABAwaQn59f6fyXLl1ixIgRgCkX+ZtvvolGoyE0NJSsrCzzPuPGjSMsLKzSk4ns7GwiIyOZMWMGQUFBzJo1y5zX/PDhw4SGhqLRaHjzzTfNhYwGDBjA6tWrGTt2LBkZGeTk5BAVFcXIkSMZN24cWq0WgKlTp5qfYmzZsoVZs2YBlZ9oVLyeEydOEBkZWWNMhBBCCCFsXaOaUS9Pz6jT6bh+/TobN24ETOkD16xZQ7NmzcjPz2fMmDEMHDiQs2fPsm7dOlJTU3F1da1THvWarF27lsTERDw8PMzLTu51+vRp9uzZg7OzMwMHDmT06NF89tlnbNy4kc2bNzN37lx69erFtm3bUCgU/OMf/+Djjz8mNjaWpKQk5s2bR69evSguLsbe3p5t27bRv39/pk6dil6v57fffqtVX1NSUgDYtWsXWq2WqKgo9u7di5ubGxs2bMDe3p7z58/z17/+le3btwPw66+/8sUXX9CqVSvGjh3LkSNH8PX1JTY2lk8++YSOHTsye/ZsPv30U3NlUnt7e1JTUwGYOHEiCxcupEOHDhw7doyFCxeyadMm3nrrLcaOHUvbtm3ZsGEDW7durXXMq4tJXWzR5vEfXWmdjnmcqLUqc1EWWyZxMHnYOFwp0dHaqW7fQSGEEPWjUQ3UKy59OXr0KDExMezevRuj0UhCQgI//PADSqWSq1evcuPGDbKysggKCsLV1RWgTmXra+Lv709sbCxDhw5l8ODB1e7j6+tLq1atAGjfvj39+vUDoEuXLmRnZwOQl5fHzJkzuX79Onfv3qVtW1Nqr6effpqlS5ei0Wh48cUXadq0Kb6+vsyZM4eysjIGDRqEj49Prfp65MgRIiIiAOjUqRNt2rTh3LlzeHp6EhcXx+nTp1EqlZw/f958TM+ePfnDH/4AQLdu3cjNzTUXMurYsSMAYWFhpKSkmAfqw4YNA0xPNo4ePVppOUv5zLu7uzszZsxgwoQJrF69uk4/i+piUhd2aiVqQ92W5Dxu1Grbvv5yEgeTh4lD+5ZOBLZxtaoS22pt9aXXLXENNbVtTay575b0sHFQN6nfe6G+26/vtq2JNcWhUQ3UK/L396egoID8/HwyMzPJz89n+/btqNVqBgwYgE6nw1Ip4CuWs4+Li+PYsWPs37+f0NBQ0tLScHFxqbR/kyZNzK+VSqX5vVKpNFcBffvtt5k0aRIDBw4kOzub1atXA/Dqq6/y3HPPkZmZSXh4OBs2bKB3794kJyeTmZnJ7NmziYqKIjQ09IH9run6P/nkE9zd3dm5cycGg4GePXtW23eVSoVer39gHB0dHc3na9GihfmXqXudOXMGZ2dnrl27Vu3nKpXKfK6KMa8uJp06dbpvnyoa1b6V5FGX3LgSh/+yVBysKZblTxAq9tlScaiubWsi3wsTS8Sh9G793gv13b7cCyaSR91CtFoter0eZ2dnCgsLcXNzQ61Wk5WVRW5uLgB9+/YlIyODgoICgDotfXF3d0er1WIwGCqtec/JycHPz4/o6GhcXFzIy8v7Xf0vLCzEw8MDwLx2u7z9rl278uqrr9KjRw/OnTtHbm4ubm5uhIeH89JLL/HLL7/U6hy9e/dm165dAJw7d44rV67g5eVFYWEhTzzxBEqlkp07d5p/eaiJl5cXubm5XLhwAYCdO3fSu3fvKvuVz7ynp6cDpoH76dOnATh+/DjffvstO3bsICkpiYsXL1Y53tPTk5MnTwLw5Zdf3jcmQlcLwrMAACAASURBVAghhBC2rlHNqJevUQfTIDA+Ph6VSoVGo2Hq1KmMHDkSHx8fvLy8APD29mbKlClERkaiVCrp3r07S5curdW5Zs2axeTJk2ndujXe3t6UlJQAsGzZMi5cuIDRaKRPnz5069btd13L9OnTiY6OxsPDAz8/Py5dMlW327hxI9nZ2SiVSjp37syzzz7LF198QWJiInZ2djg5OREfH1+rc4wbN4758+ej0WhQqVQsWbKEJk2aMG7cOP7yl7+QkZFBYGAgTk5O923H3t6eJUuWEB0djV6vp0ePHjVmzlm+fDkLFixg3bp1lJWVMWzYMLy8vPj73//OkiVL8PDwICYmhjlz5rBp06YqMZk7dy7r16/Hz8/PvL26mAghhBBC2DqF0VLrR4RoIDdvFsnSF3mcKXH4L1uMw0enTRMhr3Rra95mqThU17Y1scX7oTqWiEN8iimDWsz4py3RpUfevtwLJrL0RQghhBBCCPHQGtVAXSqTViaVSYUQQgghbFejWqMulUkrk8qkQgghhBC2q1HNqFcklUmlMqkQQgghhC1rVDPqUplUKpNKZdK6k4qcJrYYBz/X5jzTqmVDd0MIIUQ9aVQDdalMKpVJpTLp7yMVOU1sKQ4Xb/+GurCE4f9TNRuJNVXdswSpTHp/1tx3S5LKpHIvlLOmODSqgXpFUplUKpPWllQmlZRbYHtx+Oj0JUpL9VWu2dbiAFKZ9H5s8X6ojlQmlXuhnKRntBCpTPpgUplUCCGEEOLx1ahm1KUyqVQmlcqkQgghhBAmUplUWD2pTCqPM8H24lBTxUxbiwNIZdL7scX7oTpSmVTuhXLWtvSlUc2oCyGEqL0rJTrzQLJcbbPfSMYYIYRo/BrtGnUhhBD140qJjmP5MrMmhBCNXaOaUffx8aFLly4YjUZUKhX/+7//y9NP1/0RUGpqKo6OjoSGhhIbG8vzzz9PUFAQkZGRzJ49G19f33roveW98sorrFixghYtWuDv78/Ro0e5evUqixYtarDqpHX1/vvv07t3b/74xz82dFeEeOy0drL/XUtf7p2FF0II0Tg1qoF6xTzqBw4cICEhgeTk5Dq3U9MfQlqbjz76qMo2Dw+PBhuk6/V6VKq65amumHNdCCGEEELUXqNd+lJUVESLFi0AU6GdiRMnEhYWhkajqZROMS0tDY1GQ3BwMG+88QYAq1atIjEx8b7t+/v7m19nZGQQGxsLQHp6OiNGjCA4OJjx48dXOS47O5uIiAiio6MZMmQI77zzDp9//jmjRo1Co9GQk5MDwDfffMPo0aMJDQ1l0qRJ3LhxA4Dvv/+ekJAQQkJCCA0NpaioiGvXrjF+/HhCQkIYMWIEP/74IwADBgwgPz+/0vkvXbrEiBEjAFMu8jfffBONRkNoaChZWVnmfcaNG0dYWBhhYWH89NNP5r5HRkYyY8YMgoKCmDVrljmv+eHDhwkNDUWj0fDmm2+aCxkNGDCA1atXM3bsWDIyMsjJySEqKoqRI0cybtw4tFotAFOnTjWnodyyZQuzZs0CIDY2loyMjCrXc+LECSIjI2uMiRBCCCGErWtUM+rl6Rl1Oh3Xr19n48aNgCl94Jo1a2jWrBn5+fmMGTOGgQMHcvbsWdatW0dqaiqurq51yqNek7Vr15KYmIiHhwe3b9+udp/Tp0+zZ88enJ2dGThwIKNHj+azzz5j48aNbN68mblz59KrVy+2bduGQqHgH//4Bx9//DGxsbEkJSUxb948evXqRXFxMfb29mzbto3+/fszdepU9Ho9v/32W636mpKSAsCuXbvQarVERUWxd+9e3Nzc2LBhA/b29pw/f56//vWvbN++HYBff/2VL774glatWjF27FiOHDmCr68vsbGxfPLJJ3Ts2JHZs2fz6aefmiuT2tvbk5qaCsDEiRNZuHAhHTp04NixYyxcuJBNmzbx1ltvMXbsWNq2bcuGDRvYunVrrWNeXUzqYos2j//oSut0zOOktn88+LiztThcKdHR2qlu3xUhhBDWpVEN1CsufTl69CgxMTHs3r0bo9FIQkICP/zwA0qlkqtXr3Ljxg2ysrIICgrC1dUVoE5l62vi7+9PbGwsQ4cOZfDgwdXu4+vrS6tWrQBo3749/fr1A6BLly5kZ2cDkJeXx8yZM7l+/Tp3796lbVvTOtKnn36apUuXotFoePHFF2natCm+vr7MmTOHsrIyBg0ahI+PT636euTIESIiIgDo1KkTbdq04dy5c3h6ehIXF8fp06dRKpWcP3/efEzPnj35wx/+AEC3bt3Izc01FzLq2LEjAGFhYaSkpJgH6sOGDQNMTzaOHj1aaTlL+cy7u7s7M2bMYMKECaxevbpOP4vqYlIXdmolaoPtlI6vjlpt29dfzpbi0L6lE4FtXKsthf2g8thqbf2XKn+UaroeS1zf4xAra+67JT1sHNRN6vdeqO/267tta2JNcWhUA/WK/P39KSgoID8/n8zMTPLz89m+fTtqtZoBAwag0+mwVAr4iuXs4+LiOHbsGPv37yc0NJS0tDRcXFwq7d+kSRPza6VSaX6vVCrNVUDffvttJk2axMCBA8nOzmb16tUAvPrqqzz33HNkZmYSHh7Ohg0b6N27N8nJyWRmZjJ79myioqIIDQ19YL9ruv5PPvkEd3d3du7cicFgoGfPntX2XaVSodfrHxhHR0dH8/latGhh/mXqXmfOnMHZ2Zlr165V+7lKpTKfq2LMq4tJp06d7tunika1byV51CU3rs3G4d5rrk0cyp88PC7xqu56LHU/WHusbPV7cS9LxKH0bv3eC/XdvtwLJtaWR73RrlHXarXo9XqcnZ0pLCzEzc0NtVpNVlYWubm5APTt25eMjAwKCgoA6rT0xd3dHa1Wi8FgqLTmPScnBz8/P6Kjo3FxcSEvL+939b+wsBAPDw8A89rt8va7du3Kq6++So8ePTh37hy5ubm4ubkRHh7OSy+9xC+//FKrc/Tu3Ztdu3YBcO7cOa5cuYKXlxeFhYU88cQTKJVKdu7caf7loSZeXl7k5uZy4cIFAHbu3Env3r2r7Fc+856eng6YBu6nT58G4Pjx43z77bfs2LGDpKQkLl68WOV4T09PTp48CcCXX35535gIIYQQQti6RjWjXr5GHUyDwPj4eFQqFRqNhqlTpzJy5Eh8fHzw8vICwNvbmylTphAZGYlSqaR79+4sXbq0VueaNWsWkydPpnXr1nh7e1NSUgLAsmXLuHDhAkajkT59+tCtW7ffdS3Tp08nOjoaDw8P/Pz8uHTJlA5t48aNZGdno1Qq6dy5M88++yxffPEFiYmJ2NnZ4eTkRHx8fK3OMW7cOObPn49Go0GlUrFkyRKaNGnCuHHj+Mtf/kJGRgaBgYE4OTndtx17e3uWLFlCdHQ0er2eHj161Jg5Z/ny5SxYsIB169ZRVlbGsGHD8PLy4u9//ztLlizBw8ODmJgY5syZw6ZNm6rEZO7cuaxfvx4/Pz/z9upiIoQQQghh6xRGS60fEaKB3LxZJEtf5HGmxOG/6pJH/d4c7Naquuux1P1g7bGS74WJJeIQn2LKoBYzvu71XRpD+3IvmMjSFyGEEEIIIcRDk4G6EEIIIYQQjZAM1IXF3Llzh4iICE6ePMmYMWMYPnw4Go2GPXv2mPc5fPgwYWFhjBgxgpiYGMrKygDYt29fg1VcFUIIIYRojGSgLizmn//8J4MHD6Zp06bEx8fzxRdf8PHHH7N48WJu376NwWAgNjaWhIQEdu/eTZs2bdixYwcAzz//PN98802tiz0JIYQQQjzuZKAuLGbXrl0MHDiQjh070qFDBwA8PDxwdXUlPz+fW7du0aRJE3NhpX79+pnTNCoUCp555hn27dtX5/Oq1SocHNQ4OtrRtGkTmjWzx8lJjZOTGgcHFfb2Kpo0scPOToVSqUCpBLVaib29CgcHO+zt7VCrVdjZmfa1t7f773YVTZqoUKtN/7ezU6FSKbGzM/2nUilRKhWoVApUKmW1n5k+/7/3FSkU3PdzIYQQQti2RpWeUVivu3fvcvHiRXMF1nLHjx+ntLSU9u3bo1AoKCsr48SJE/j6+pKRkVEpT32PHj04cuSIuRJqbX3087+4WfybuaCSAgUGgwEw/QKgsjMVdlKr1ahUKkpLS9GX6dEb9CgUCpRKJQ729pTp9ZSVlWE0GE3tKBWoVCqUCgWlZWUoFErs7FSUlZWhVCpRKpQYjAYUCgUKhRKj0WDOWa9QKFEoQKVUoTcYMBqNKBUK7NR2qFRqFEBp6V3KKhScUioVNGnSBIWibtU11VqVuSjLvfxcm/NMq5Z1ak8IIYQQjYMM1IVFFBQU0Lx55ZK8165d44033iA+Ph6l0vTwJiEhgSVLlnD37l369euHSvV/g1I3N7caq5rej4ODA46mcTkKheK/g3VTLv7y8xr/O0hXKpWo1WrKysrMg3mlQoFSpUJlZ4dara40yFcqlRiNRtRNmvx3QF4+mDbNfitMO5oH2+X/L9/XvM1oRKFUolIqTVPpgMrOAUP5QF2hMPfj91Crqx538fZvqAtLGP4/1plW7vewprLQ9elBcVBr679U+aNU0/VY4voeh1hZc98t6WHjoG5Sv/dCfbdf321bE2uKgwzUhUU4ODhw9+5d8/uioiImT57M66+/zlNPPWXe7u/vz6effgrAwYMHOX/+vPkznU6Hvb19nc/9p05tJI96NTlhPzp9idJSvc3kzZUcwSa1iUP5E5jHJV7VXY+l7gdrj5V8L0wsEYfSu/V7L9R3+3IvmEgedWGTWrZsiV6vR6fTcffuXV577TVCQkIYOnRopf1u3rwJmJbKfPTRR/zpT38yf3b+/Hm6dOnySPsthBBCCNFYyYy6sJh+/fpx5MgRrl+/zo8//sitW7fMWV2WLl2Kj48PH3/8Mfv378dgMDB27Fj69u1rPj47O5u//vWvDdV9IYQQQohGRQbqwmIiIiLYsGEDy5cvJyQkpNp9YmJiiImJqbL9xo0b3Llzh65du9Z3N23KlRKduQT6veQPTYUQQojGTZa+CIvp3r07gYGB5swndXH58mViY2ProVeiOldKdBzLl7WKQgghRGMmM+rCokaNGvW7juvZs6eFeyIAWjvZ80q3qllfapplF0IIIUTjYVMz6j4+PoSEhBAcHExYWBg//fTT72onNTWVtLQ0AGJjY8nIyAAgMjKSEydOWKy/tVHx/BWdOnWKzMzMR9oXIYQQQghhOTY1o+7g4MDOnTsBOHDgAAkJCSQnJ9e5nbFjx1q6axZ36tQpTp48yXPPPVfrY8rKyrCz+79bQq/XV8pzLoQQQgghHh2bGqhXVFRURIsWLQAoLi5m2rRp3L59m7KyMqKjoxk0aBAAaWlpJCYmolAo6Nq1K8uXL2fVqlU4OTkRFRVVY/v+/v4cPXoUgIyMDPbv38/SpUtJT09nzZo1KJVKmjdvTkpKSqXjrl27xsyZMykqKkKv17NgwQICAgJqbA/g0KFDbNq0iZs3bxIbG0u/fv1YuXIld+7c4ciRI0yePJnnn3+et956izNnzqDX65k+fTqDBg1i+/bt7N+/n7t371JSUsJrr73G6tWradWqFadOnWLPnj1MmzaNvLw8dDodEyZMYMyYMeZrnDBhAvv27cPBwYG1a9fi7u5Ofn4+8+fP5/LlywDMmTOHXr16VYnbiBEj+OCDD3B1deX1118nLy8Pg8HAtGnT6lSddIs2j//oSmu9/+OmpsqkV0p0tHaqe156IYQQQjQONjVQv3PnDiEhIeh0Oq5fv87GjRsBsLe3Z82aNTRr1oz8/HzGjBnDwIEDOXv2LOvWrSM1NRVXV1du3br10H1Yu3YtiYmJeHh4cPv27Sqf7969m/79+zN16lT0ej2//fbbA9vMzc0lOTmZnJwcJkyYwFdffcWMGTM4efIk8+bNA0wVQfv06cOSJUu4ffs2o0eP5o9//CMAP//8M59//jnOzs5kZ2dz4sQJdu3aRbt27QBYvHgxzs7O3Llzh1GjRvHiiy/i4uJCSUkJfn5+zJw5k2XLlrFt2zamTZvGokWLmDhxIgEBAVy+fJmoqCjS09Nr7P+BAwdo1aoVH374IQCFhXX7I0c7tRK1wbZn/qurTNq+pROBbVyrrcD2OFRbrM7jdj2/l1Qmpdr3lmzbmlhz3y1JKpPKvVDOmuJgUwP1iktfjh49SkxMDLt378ZoNJKQkMAPP/yAUqnk6tWr3Lhxg6ysLIKCgnB1dQXA2dn5ofvg7+9PbGwsQ4cOZfDgwVU+9/X1Zc6cOZSVlTFo0CB8fHwe2ObQoUNRKpV06NCBdu3a8e9//7vKPgcPHuSbb74hKSkJMFUBvXLlCmDKf17x2nx9fc2DdIDNmzfz1VdfAXDlyhUuXLiAi4sLarWaF154AYAePXrw3XffAaYZ/rNnz5qPLyoqoqioqMb+d+nShfj4eJYvX84LL7xAQEDAA6+5olHtW0ll0vtUWavuM2uvtlgdqbpnIpVJTaQyqYl8L0ykMqncC+WsrTKpTQ3UK/L396egoID8/HwyMzPJz89n+/btqNVqBgwYgE6nw2i0zOBPp9OZX8fFxXHs2DH2799PaGgoaWlpuLi4mD/v3bs3ycnJZGZmMnv2bKKioggNDa2xPQCFQnHf9+VWrlyJl5dXpW3Hjh3D0dGx0jYnJyfz6+zsbA4dOsTWrVtxdHQkMjLSfH61Wm0+l1KpNKdlNBgMbN26FQcHh0rtqlQqDAZDlevo2LEj27dvJzMzkxUrVtCvXz+mT59e7TUIIYQQQtgKm8r6UpFWq0Wv1+Ps7ExhYSFubm6o1WqysrLIzc0FoG/fvmRkZFBQUABQp6Uv7u7uaLVaDAYDX3/9tXl7Tk4Ofn5+REdH4+LiQl5eXqXjcnNzcXNzIzw8nJdeeolffvnlvu2Bac26wWAgJyeHixcv0rFjR5o2bUpxcbF5n/79+5OcnGz+5ePXX3+t1XUUFhbSsmVLHB0d0Wq1/Pzzzw88pvxc5U6dOgWAp6en+by//PILly6ZUgRevXoVR0dHQkJCiIqKqnXfhBBCCCEeZzY1o16+Rh3AaDQSHx+PSqVCo9EwdepURo4ciY+Pj3nW2dvbmylTphAZGYlSqaR79+7mP+B8kFmzZjF58mRat26Nt7c3JSUlACxbtowLFy5gNBrp06cP3bp1q3Tc999/T2JiInZ2djg5OREfH3/f9sA0Ix0REcHNmzdZuHAh9vb2BAYG8uGHHxISEsLkyZOZNm0aixcvJjg4GKPRiKenJ+vXr3/gdTz77LNs2bIFjUZDx44deeqppx54zNy5c4mLi0Oj0aDX6wkICCAuLo4hQ4awc+dOQkJC8PX1pUOHDgCcOXOGZcuWoVQqsbOzY8GCBbWKsRBCCCHE40xhtNT6DiEayM2bRbJGvY7r7T46falKVhg/1+Y806qlpbv3yMj6S5PaxKG84FV1xbCsUXXXY6n7wdpjJd8LE0vEIT7FVHslZvzTlujSI29f7gUTa1ujbrNLX4QQ/+dKiY5j+fIPuBBCCNGY2ORA/XGsUGpJc+fONWdt+eCDDxq4N6K+tHay55VubXmlW1vJty6EEEI0Qja1Rr2cLVUo/T0WLVpkfr1+/XqmTJlSp+PvrWgqFU6FEEIIIerOJgfqFTXWCqXZ2dmsXLkSZ2dnzp07R0BAAAsWLECpVDJ//nxOnDiBTqdjyJAhzJgxA4ABAwYQGhrKvn37KCsr47333qNTp04cP36cxYsXc+fOHRwcHFi8eDFeXl7o9XreeecdDh48CEB4eDiRkZFERkYye/Zs9u7da/4D3M6dO7NixQp27tzJ5s2bKS0txc/Pj/nz56NSqfD392fSpEkcPHiQmJgYZs+ezciRI/nuu++IiIiguLiYrVu3UlpaypNPPsmyZctwdHSssYqpEEIIIYSts8mBujVUKAU4fvw4e/bsoU2bNrz88st8+eWXBAUFMXPmTJydndHr9UyaNInTp0+bs8e4uLiwY8cOUlJSSEpKYtGiRXh5eZGcnIydnR2HDh3i3XffZdWqVWzdupVLly7x/9m7/4Aa7///4/dOHRXSD8YbY8skGUsTsXzn1wjpByvmM+E921gzzcdGmLFGxDBM9uOdn3kn807GZG97+zEbyxgbW/ugmYj8WKxf1Omc8/3jvLtWKp3WOTrpefurzrmu1/W6Xl3x6jqv6/nYvn07NjY25c7rjTfeYPPmzcqnD+np6aSkpJCQkIBarWbevHns3LmT4OBgCgoKcHNzIyIiQtnf1taWhIQEAG7evMnIkSMBWL58Odu2bSMsLKzaKaYV2ZKexR+Fmmrt8yBRp1vTyaFhnX4QVAghhBDl1cuJel1IKAV44oknlIRQf39/jh8/zuDBg0lJSWHr1q0UFxdz/fp10tPTlYn6oEGDAENSaEmaaG5uLjNmzODChQtYWVmh0RgmtUeOHOG5557DxsbGqPM6cuQIp0+fJiQkBDD8wdO0aVPAEGbk5+dXZvuhQ4cqX589e5b333+f3Nxc8vPz6d27N1B5imnjxsY/FW2jVqHW1d+lNRdzbgPg/7jxVSnujkV/EGLSoe7331SqGocH5eddorLzMcX5PQhjVZf7bko1HQd1A/NeC+Zu39xt1yV1aRzq5US9NEtNKIWKE0cvXrzI2rVr2bZtG46OjkRGRpZpV61WA2WTQlesWIGPjw+rV6/m0qVLjB07FjDUkq8sxbQier2e4cOHM23atHLv2dralluHXjrxNDIyktjYWDp27EhSUhJHjx4FKk8xrY6Qts3rdXnG9elX0Gi01So3dXcsel2PSQcpPVbCmHF4EH7epVV0Pqa6Hur6WMnvhYEpxkFTZN5rwdzty7VgIOUZ6xhLTSgFw9KXixcvotPpSElJoVu3buTn52Nvb4+DgwM3btzgq6++qrIPubm5tGjRAoDt27crr/v6+rJlyxaKi4srPS8bGxvlDnyvXr344osv+P3335XtS8aoKvn5+Tz00ENoNBp27typvF5ZiqkQQgghRH1XL++o14WEUoCuXbuydOlSzpw5g7e3NwMHDlSO7+/vT5s2bXjyyaqDEV588UUiIyNZt24dPXv2VF4PDQ3lt99+IzAwEBsbG0aOHMmYMWPK7Dty5EgCAwPp1KkTS5cu5fXXX+eFF15Ap9OhVqt5++23ad26dZV9iIiIIDQ0lNatW9OhQwfy8/OBylNMhRBCCCHqO0kmtVCpqamsXbuWjz76qLa7YvHqezLp+vQrZPxRUK1a6CWppCVpi3U9fRHkY90SkkxqIMmkBvJ7YSDJpHItlJClL0IIi9eyoS2eLnXnYRohhBCiPqqXS1/qAh8fH3x8fGq7G6KOKH13XAghhBAPhnp5R93Dw4OgoCACAwMZPnw433///V9qJyEhgeTkZMBQ1WTPnj0AhIWFcerUKZP1936bPXu2UjLxww8/rOXeCCGEEELUT/XyjnrpOuqHDh1i2bJlZSqPGGv06NGm7ppFWLBggfL1Rx99xKRJk6q1v1arLVOq8e7vhRBCCCFE1erlRL20vLw8mjRpAhhKCIaHh5OTk0NxcTERERE888wzACQnJxMXF4eVlRXu7u4sWbKEVatW0bBhQyZMmFBp+15eXpw4cQKAPXv2cODAARYtWkRKSgqrV69GpVLh4ODA5s2by+yXmprKypUrcXJy4vz583h7ezNv3jxUKhVz587l1KlTFBYW4ufnx5QpUwDo378/wcHB7N+/n+LiYt5//30ee+wxfvzxR6Kjo7lz5w52dnZER0fTrl07tFot7733Hl9//TVgqPASFhZGWFgY06dP54svvlAq5LRv356lS5eyY8cONm3ahEajwdPTk7lz52JtbY2Xlxfjx4/n66+/ZsaMGUyfPp0RI0bwzTffMGbMGPLz80lMTESj0fDII4+wePFi7O3tyc7OZu7cuVy+fBmAWbNm0a1bN9P+kIUQQggh6qB6OVEvmXwWFhZy/fp1NmzYABhCe1avXk3jxo3Jzs5m1KhRDBgwgHPnzrFmzRoSEhJwcXGpVh31ysTGxhIXF0eLFi3IycmpcJsff/yR3bt306pVK1588UX+/e9/M3jwYKZOnYqTkxNarZbx48fzyy+/KOUdnZ2d2b59O5s3b2bt2rUsWLCAdu3aER8fj42NDYcPH2b58uWsWrWKxMRELl26xPbt27GxsSl3Xm+88QabN29WPn1IT08nJSWFhIQE1Go18+bNY+fOnQQHB1NQUICbmxsRERHK/ra2tiQkJABw8+ZNRo4cCcDy5cvZtm0bYWFhLFiwgHHjxuHt7c3ly5eZMGECKSkp1RrLLelZ/FGoqdY+D5Ks20X8zb5Bjdu5UlCoVLgwNU8XB3o0dzRL20IIIcSDql5O1EsvfTlx4gQzZsxg165d6PV6li1bxnfffYdKpeLq1avcuHGDb7/9lsGDB+Pi4gKAk5NTjfvg5eVFZGQkQ4YMYeDAgRVu88QTT9CmTRsA/P39OX78OIMHDyYlJYWtW7dSXFzM9evXSU9PVybqgwYNAqBz587s3bsXMAQezZgxgwsXLmBlZaUEGB05coTnnnsOGxsbo87ryJEjnD59mpCQEMDwB0/Tpk0BsLa2xs/Pr8z2Q4cOVb4+e/Ys77//Prm5ueTn59O7d28ADh8+rKyHB8MnHHl5eTRubHz5Ihu1CrWu/i6taaO2x6eVS40ikdXp1lhZgVpt+nG8mHMbdW4B/o+b/2HXuhQLbU5VjYM63fxR5fdTZedjivNTp1tzMaeA9elXatyWOfi0cuHpts3uuc2D8nOuqZqOg7qBeX9vzN2+uduuS+rSONTLiXppXl5e3Lx5k+zsbA4ePEh2djZJSUmo1Wr69+9PYWEhpio1X1hYqHwdFRXFDz/8wIEDBwgODiY5ORlnZ+cy21tZWZX7/uLFi6xdu5Zt27bh6OhIZGRkmXbVajUAKpUKrdYQR7xixQp8fHxYvXo1iQuHGAAAIABJREFUly5dYuzYsYAh7OnuY9yLXq9n+PDhTJs2rdx7tra25dah29vbK19HRkYSGxtLx44dSUpK4ujRowDodDoSExOxs7Mzuh93C2nbvF7XUS+pCVuTurAajZa/2dsy/rGWJuyZwSe/XEKj0Zq9bq3UCDYwZhw0GvNGld9vFZ2Pqa4HjUaLXv/nMSzJlYJCNBotHvaVZyjI74WBKcZBU2Te3xtzty/XgkFdq6Ne7yfq6enpaLVanJycyM3NpWnTpqjVar799lsyMzMB6NWrF5MnT2b8+PE4Oztz69Yto++qN2vWjPT0dFxdXfnyyy9p1KgRABkZGXh6euLp6cn+/fvJysoqN1H/8ccfuXjxIq1btyYlJYWRI0eSn5+Pvb09Dg4O3Lhxg6+++ooePXrcsw+5ubm0aNECgO3btyuv+/r6smXLFnr06KEsfbn7vGxsbNBoNKjVanr16kV4eDjjx4+nadOm3Lp1i/z8fKOSSfPz83nooYfQaDTs3LlT6U/v3r2Jj4/nxRdfBCAtLQ0PD48q2xNCiPvFUsufmmupmhDCctTLiXrJGnUw3CWOiYnB2tqagIAAXnnlFUaMGIGHhwft2rUDwM3NjUmTJhEWFoZKpaJTp04sWrTIqGNNmzaNiRMn0rJlS9zc3CgoKABg8eLFXLhwAb1eT8+ePZWlK6V17dqVpUuXcubMGby9vRk4cKByfH9/f9q0acOTT1adYPbiiy8SGRnJunXr6Nmzp/J6aGgov/32G4GBgdjY2DBy5EjGjBlTZt+RI0cSGBhIp06dWLp0Ka+//jovvPACOp0OtVrN22+/bdREPSIigtDQUFq3bk2HDh3Iz88HDKUgo6KiCAgIQKvV4u3tTVRUVJXtCSGEEEI86Kz0plrXIUwqNTWVtWvX8tFHH9V2Vyze77/nydKXGn6MZ86Y9PsVwS4f6xoYMw7362dyv1R0Pqa6Hix5rIzpm/xeGJhiHGI2GzJXZjxf9Q0yS2xfrgWDurb0pV4GHgkhhBBCCGHp6uXSl7rAx8cHHx+f2u6GEEIIIYSoJXJHXZjMnTt3GDNmDJmZmYwYMYKgoCD8/f2VWupgCDQKDAwkICCAKVOmKGvV9+/fz8qVK2ur60IIIYQQFkcm6sJk/vWvfzFw4EAeeughtmzZwo4dO9i6dSuffPIJV69eBQwT9c8++4ydO3fSsmVLJZG1b9++7Nu3j9u3b9fmKQghhBBCWAxZ+iJMZufOnbz33ns0aPBnSmZRURE6nU75viTISK/Xc+fOHeV1KysrevTowf79+8sEJRkj8dcscouK0en13F0W3srKCn3Jg6al3yv97Ol/Xzc8V21l+NbKSqmfX1JvvqQtPWXrz5ds9989uddjrVZWlKrLb/Xf78t1Bf1/W7GysqKqx73V6dZG1XiWdFAhhBCibpGJujCJoqIiLl68yMMPG6oPXLlyhZdffpmMjAymT5+u1E0HmDlzJgcPHuSxxx4jMjJSeb1z584cP3682hP1oqJCcvMK0Ol06PV69Ho9KpUKGxsbijXFqBuo0Wg0WGGFuoEarVZr+N7KChsbG3Q6HVZYYaUypLba2NjQQK1Gp9dTVFRUZqLeQK1GU1yMSqWigVpNsVZLcXExYAiZUqvVlYY3abVa7ty5g1arVdq0sbHB3t5emfjfvn2bYk0xOr2hTyprFfZ2dljb3PtXtapE0arSQc2ZVHk/UzDrUtqcOUkyKRV+b8q2LYGxfbPEvtcGSSaVa6FEXRoHmagLk7h58yYODn9e+C1btmTnzp1cvXqVV199FT8/P5o1M8RcL1y4EK1Wy7vvvsvu3bt59tlnAWjatCnXrl2r9rFf9GyPWm2FSqX674TXcGe85N62VqsDrJQSjoZJN/+d1FMueVar1Sl3scsmt+rR6f7cR6833CEv2UavN7xfWalIKyvDZF6lKtnesI+hfwbW1lbKHwUlbZbuT0WMLcd3r3RQcyZV3q8UTCk9ZiDJpAamTCa9u21LYUzf5PfCQJJJ5VooUdfKM8pEXZiEnZ0dRUVF5V5v0aIFbm5uHDt2jMGDByuvW1tbM3ToUOLi4pSJemFhIba2lUdhV6awUMPt25ZfR12vN/wRoL3HKhWtVs+9F88IIYQQor6Qh0mFSTg6OqLVaiksLCQrK0tZf/7HH3/w/fff4+rqil6v58KFC4DhTvH+/fuV9FeA3377jQ4dOtRK/4UQQgghLI3cURcm4+vry/Hjx9Hr9SxatOi/D0LqeeGFF3B3d0en0zFjxgzy8/PR6/W4u7vzzjvvKPunpqbyv//7v7V4BkIIIYQQlkMm6sJkxowZw7p161iyZAk7d+4s975KpWLLli0V7nvjxg3u3LmDu7u7ubtZb10pKFQixyt6r2XD6i87MsWxS5PKNEIIIcSfZKIuTKZTp074+Pig1Wqxtr53FZK7Xb58uUwFGHF/tWxoi6dL7T4Ff6WgEEAm6veJsX88VYf8oSWEEKYlE3VhUiEhIX9pvyeeeMLEPRF3a9nQlpc6Vlye0RKObepJo7i/5A8tIYQwPZmoi/vizp07vPjii0RGRvLuu++Sl5eHSqXilVdeUeqmT506lYiICB599NHa7awQ9YCp/3CTP7SEEML0pOqLuC/+9a9/MXDgQBo1akRMTAyff/45//jHP4iOjiYnJweA0aNH849//KOWeyqEEEIIYRnkjrq4L3bu3Ml7772nJJeCoca6i4sL2dnZNGnSBG9vbyIjIykuLsamiiTO0rakZ/FHocYc3a4T1OnWSvBJZcz9sKgQQgghTE8m6sLsioqKuHjxYplJOsCPP/6IRqOhbdu2gKEqzCOPPMIvv/xC586djW7fRq1Cravew6sPGrX63uff1rEhPq1caiU22diYc1NEtdelWGhzuh9jfT/arOmxTdGX2jyvqhjbN0vse22o6TioG5j3WjB3++Zuuy6pS+MgE3Vhdjdv3sTBoewvxbVr13jzzTeJiYlBpfpzBZaLiwvXrl2rVvshbZuj09XfNM/qxCHXRmyysRHsNY1ql3hsA2PGoaZjfb/arMmxTXU91OZ5VcWYvsnvhYEpxkFTZN5rwdzty7VgUJvjoFJZ0bRp4+rtY6a+CKGws7OjqKhI+T4vL4+JEyfy+uuv07Vr1zLbFhUVYWdnd7+7KIQQQghhceSOujA7R0dHtFothYWFWFlZ8eqrrxIUFMSQIUPKbfvbb7/Rvn37WuilEEIIIYRlkYm6uC98fX05fvw4169f59ixY9y6dYvt27cDsGjRIjw8PLhx4wa2trY0b968lnsrhBBCCFH7ZKIu7osxY8awbt06lixZQlBQUIXb7Nq1i1GjRt3nngkhhBBCWCZZoy7ui06dOuHj44NWW3kZQQcHB4YPH34feyWEEEIIYbmqnKh7eHgQFBREYGAgw4cP5/vvv/9LB0pISCA5ORmAyMhI9uzZA0BYWBinTp36S23eD0lJSURFRdV2Nyq0atUq4uLizNJ2VT+XnJwcNm/erHx/9epVpkyZcs82Q0JCsLauvIzgs88+W6366UIIIYQQD7IqZ0V2dnbs2LEDgEOHDrFs2TLi4+OrfaDRo0dXv3d1iFarveck1BLVpM85OTkkJCTw/PPPA4bwopUrV5qye0IIIYQQ9Vq1lr7k5eXRpEkTAPLz8xk3bhzDhw8nICCAL7/8UtkuOTmZgIAAAgMDefPNNwHj7v56eXkpX+/Zs4fIyEgAUlJSGDZsGIGBgcrEsLTU1FSef/55Xn31VYYOHcrbb7+NTqdDq9USGRnJsGHDCAgIYP369WRkZJRZXvHbb78xYsQIwBDA89xzzxEYGEhISAh5eXmAoeb3hAkTGDRoEIsXLy7T3xUrVhAaGsqJEyc4cuQIwcHBBAQEMHPmTKUk4XvvvcfQoUMJCAggJiYGgH379hEaGkpwcDDjx4/nxo0byrjOnDmTgIAAAgIC+OKLLwD46quvGD58OIGBgYwbN07pw7lz5wgLC2PAgAFs3LhReT08PJwRI0bg7+9PYmJitftc4tNPPyU6Olr5fuvWrSxcuJClS5eSkZFBUFAQMTExXLp0iWHDhgGGPwBiYmKUc9i0aRMA/fv3Jzs7G4BTp04RFhYGwNGjRwkKCiIoKIjg4GBl3IUQQggh6rMq76jfuXOHoKAgCgsLuX79Ohs2bADA1taW1atX07hxY7Kzsxk1ahQDBgzg3LlzrFmzhoSEBFxcXLh161aNOxkbG0tcXBwtWrQgJyenwm1+/PFHdu/eTatWrXjxxRf597//zcMPP8zVq1fZtWsXYLgL3KRJExo3bkxaWhoeHh4kJSUxfPhwioqKmDp1KsuXL+eJJ54gLy9PqeedlpZGcnIyDRo0YPDgwYSFhdGyZUsKCgpwc3MjIiKCwsJCBg0axPr163F1dWX69On885//JDg4mL1797Jnzx6srKyU/nfr1o2tW7diZWXFp59+yj/+8Q8iIyOJjY2lcePG7Ny5E4A//viD7Oxs5syZQ3x8PG3atCkzpufPn2fjxo3k5eUxZMgQRo8ejVqtJjo6GicnJ+7cuUNISAiDBg3C2dnZqD6PHz9ead/f31/5g0utVpOUlMQ777xDo0aNOHv2rPJpy6VLl5R9EhMTuXTpEtu3b8fGxqbKa2Dt2rW8/fbbdOvWjfz8fGxtqxd1vyU9iz8KNdXa50GiTrdWgk8s0ZWCQlo2NO5neqWgkE9+uVT1hhWozjh4ujjQo7njXzqOEEIIcb9Ua+nLiRMnmDFjBrt27UKv17Ns2TK+++47VCoVV69e5caNG3z77bcMHjwYFxcXAJycnGrcSS8vLyIjIxkyZAgDBw6scJsnnniCNm3aAIbJ5fHjx+nVqxcXL17k3XffpU+fPvTu3RuA0NBQ/vWvfzFz5kx2797Np59+yvnz53nooYd44oknAGjc+M/kqF69einJmo899hiZmZm0bNkSa2tr/Pz8AMOE+eGHH8bV1RWA4cOHs3nzZsaMGYOtrS2zZ8+mb9++9O3bF4CsrCymTp3K9evXKSoq4uGHHwbgyJEjLFu2TDm2o6Mj+/btw9vbWzm/0mPap08fGjRogIuLCy4uLvz+++/87W9/Y9OmTezduxeAK1eucOHCBZydnY3qc+mJesOGDenZsycHDhygXbt2aDQa3N3dy0zM73bkyBGee+45Zb15VdfAk08+yaJFiwgICGDQoEE0atTontvfzUatQq2rW8uOTE2tttzzb+vYEJ9WLkbF2ltZ1excjNn3Ys5t1LkF+D/+8F8+jqUzZqyN2a46zNFmTY9tir7U5nlVxdi+WWLfa0NNx0HdwLzXgrnbN3fbdUldGodqPbnn5eXFzZs3yc7O5uDBg2RnZ5OUlIRaraZ///4UFhai15smyr2wsFD5Oioqih9++IEDBw4QHBxMcnIyzs7OZba3srIq972joyM7duzg66+/5p///CcpKSksXLgQPz8/Vq9eTc+ePXn88cdxdnbm6tWr5doo0aBBA+Vra2trpXKJra2tssa7svO2sbFh27ZtHDlyhM8//5z4+Hg2btzI/PnzGT9+PAMGDCA1NZUPPvhAaefuflT0WmV9Ky4uJjU1lcOHD5OYmIi9vT1hYWHKeBrT57uFhoby4Ycf0q5dO2WZ0L1U1l9ra2vlmKV/vi+//DJ9+vTh4MGDjBw5knXr1vHYY48Z1TeAkLbN0elMc93VRXUlFtqYWPu/2dsy/rGWf6l9Y8fhk18uodFo68SY/RXGjIMx0fPVZY42a3JsU/1e1OZ5VcWYvtWVfx/MzRTjoCky77Vg7vblWjCozXFQqaxo2rRx1RuW3qc6G6enp6PVanFyciI3N5emTZuiVqv59ttvyczMBAx3n/fs2cPNmzcBqrX0pVmzZqSnp6PT6cqsec/IyMDT05OIiAicnZ3Jysoqt++PP/7IxYsX0el0pKSk0K1bN7Kzs9Hr9fj5+REREcHPP/8MGCarvXv3Zt68ecrEs127dly7do0ff/wRMKzHLy4uNrrv7dq1IzMzkwsXLgCwY8cOunfvTn5+Prm5ufTp04dZs2bxyy+/AJCbm0uLFi0AlGo4YAgGKv2w7h9//IGXlxffffcdFy9eBKoe09zcXBwdHbG3tyc9PZ2TJ09Wq8938/T0JCsri127dinr0Bs1akR+fn6F7fr6+rJlyxZl/Er627p1a06fPg3Av//9b2X7jIwM3N3defnll+ncuTPnz5+/5/kJIYQQQtQHRq9RB8Od0piYGKytrQkICOCVV15hxIgReHh40K5dOwDc3NyYNGkSYWFhqFQqOnXqxKJFi4zqzLRp05g4cSItW7bEzc2NgoICABYvXsyFCxfQ6/X07NmTjh07ltu3a9euLF26lDNnzuDt7c3AgQM5c+YMM2fORKfTAfC///u/yvYBAQH8+9//VpbDNGjQgOXLlzN//nzu3LmDnZ0d69atM6rfYJj8L1y4kIiICLRaLZ07d2b06NHcunWL8PBw5Q7yzJkzAZg8eTIRERG0aNECT09PZSnJK6+8QlRUFMOGDUOlUjF58mQGDRpEVFQUr732GjqdjqZNm96zb08//TRbtmwhICAAV1dXunbtWq0+V2TIkCGkpaXh6GhY1+vs7MyTTz7JsGHD+H//7/+Vecg3NDSU3377jcDAQGxsbBg5ciRjxoxh8uTJzJ49m48++ghPT09l+w0bNpCamopKpaJ9+/Y8/fTTRo+7EEIIIcSDykpvqrUqtSg1NZW1a9fy0UcfGb1PXFwcubm5vP7662bs2YNj4sSJjB8/nl69etV2V8r5/fc8WfryAHycWfIQ6Usd/9ra8eosfanJcSydMeNgjjGozXGt6Nim+r2w5OvFmL49KP8+1JQpxiFmsyFHZsbzT5qiS/e9fbkWDOra0pd6mS7z6quvkpGRoVSwEZXLyckhNDQUd3d3i5ykCyGEEEI8qB6IibqPjw8+Pj5Gb7969Woz9ubB0qRJE6WWuxBCCCGEuH+q9TDp/bJmzRr8/f0JCAggKCiIH374AYD169dz+/Ztkx0nNTWV77//3mTtWaovv/ySc+fOKd+vWLGCw4cPA2VDiEpLSEgo85BrRZKSkrh69ary/ezZs8scRwghhBBC/HUWd0f9xIkTHDhwgO3bt9OgQQOys7PRaAxhNhs3biQwMBB7e/ty+2m1WqXsoLGOHj1Kw4YNefJJ86wHsxRffvklffv2pX379gBERERUuU9lD5WWtn37dtzc3JTqNQsWLKhZR4UQQgghhMLiJurXr1/H2dlZqQ9eEpy0ceNGrl27xrhx43BycmLTpk14eXkxfvx4vv76a2bMmIGdnR2LFi2ioKAAZ2dnFi5cSPPmzQkLC6Njx46cOnWKvLw8oqOjcXFxYcuWLahUKj777DPmzJlDy5YtmTVrFtnZ2bi4uLBw4UJatWpFZGQktra2/Prrr1y+fJmFCxeyfft2Tp48iaenJ4sWLeLTTz/l7NmzzJo1C4CtW7eSnp7OzJkzSU5OJi4uDisrK9zd3VmyZAnZ2dnMnTuXy5cvAzBr1iy6devG0aNHlQmvlZUV8fHxZcKXAMLDw8nKyqKwsJCxY8cyatQowFDnfuzYsezfvx87OztiY2PJyMhg3759HD16lDVr1rBq1SpiY2Pp27cvgwcPBgwP1qampgKwdOlSHnnkEVatWkXDhg2ZMGECaWlpzJ07l9u3b9O2bVuio6M5cuQIp0+f5o033sDOzo7ExEReeuklpk+fTpcuXfjqq69Yvnw5Wq0WZ2dnNmzYUKZNgGHDhvHhhx/i4uLC66+/TlZWFjqdjvDwcIYOHWrOy0wIIYQQwuJZ3ETd19eX1atX4+fnR69evRg6dCg9evRg7NixrF+/ng0bNiiT94KCAtzc3IiIiECj0RAWFkZsbCwuLi7s3r2b5cuXs3DhQgBu377Nli1b+O6775g1axa7du3iueeeKzNxnDRpEsHBwQwfPpxt27Yxf/58YmNjAcNDlRs3buQ///kPkyZNIiEhATc3N0JCQkhLS8Pf35/AwEDefPNN1Go1SUlJvPPOO5w9e5Y1a9aQkJCAi4uLUlN8wYIFjBs3Dm9vby5fvsyECRNISUlh7dq1vP3223Tr1o38/HxsbctHr0dHR+Pk5MSdO3cICQlh0KBBODs7U1BQgKenJ1OnTmXx4sVs3bqV8PBw+vfvX2ZifrfGjRuzbds2kpOTiY6OLlc9Z/r06cyZM4cePXqwYsUKPvjgA2bPns3mzZuViXlp2dnZzJkzh/j4eNq0aVNl3fdDhw7RvHlzPv74Y8BQB746tqRn8Uehplr7PEjU6dZK8Elt8HRxoEdzx1o7vhBCCPGgsriJeqNGjUhKSuLYsWOkpqYydepUpk2bVmEiprW1NX5+fgCcP3+eM2fO8Pe//x0AnU7HQw89pGzr7+8PQPfu3cnLyyMnJ6dceydOnGDVqlUABAUFsWTJEuW9fv36KXfEmzVrhru7OwDt27cnMzMTDw8PevbsyYEDB2jXrh0ajQZ3d3c2bdrE4MGDlT8unJycADh8+HCZ9dx5eXnk5eXx5JNPsmjRIgICAhg0aBCNGjUq189Nmzaxd+9eAK5cucKFCxdwdnZGrVbTr18/ADp37sw333xj1JiXhBj5+/srf9iUyM3NJTc3lx49egAwfPjwKpfOnDx5Em9vb9q0aVPmnCvToUMHYmJiWLJkCf369cPb29uofpewUatQ6/567PyDQK2unfO/mHMbdW4B/o/XvHSdKaLajdnXkiPhTaWqczPHGNTmuFZ2bFP0xZKvF2P7Zol9rw01HQd1A/NeC+Zu39xt1yV1aRwsbqIOhgl4SSWXDh06kJycXOFE3dbWVlmXrtfrcXNzIzExscI27460ryji/l77lCzFsbKyUr4GUKlUSgJnaGgoH374Ie3atVP6W1mZep1OR2JiInZ2dmVef/nll+nTpw8HDx5k5MiRrFu3jscee0x5PzU1lcOHD5OYmIi9vT1hYWFKmJJarVb6rFKp0Gpr5y6rXq+vcHytra2V8ClA6berqytJSUkcPHiQpUuX4uvry+TJk40+Xkjb5lJHvZZqwn7yyyU0Gq1FRLUbOw6WHAlvCsaMgznGoDbHtaJjm+r3wpKvF2P6JrWzDUwxDpoi814L5m5frgWDulZH3eKqvvz666/89ttvyvdpaWm0atUKuHdsvaurK9nZ2Zw4cQIAjUbD2bNnlfd3794NwLFjx3BwcMDBwaFce15eXnz++ecA7Ny5k27dulWr756enmRlZbFr1y7lLnWvXr3Ys2cPN2/eBFCWgfTu3Zv4+Pgy5wmQkZGBu7s7L7/8Mp07d+b8+fNljpGbm4ujoyP29vakp6dz8uTJKvt1r3EDSElJAQxj5OXlVeY9BwcHmjRpwrFjxwDYsWMH3bt3v2e7Xl5efPfdd1y8eLHMObdu3Zqff/4ZgJ9++klJY7169Sr29vYEBQUxYcIEZRshhBBCiPrM4u6oFxQUMH/+fHJycrC2tuaRRx4hKioKgJEjR/LSSy/x0EMPsWnTpjL7NWjQgJUrVzJ//nxyc3PRarWMGzcONzc3ABwdHXnuueeUh0nBsJxlypQp/Oc//2HOnDm89dZbzJo1i7i4OOVh0uoaMmQIaWlpODoa1uy6ubkxadIkwsLCUKlUdOrUiUWLFjF79myioqIICAhAq9Xi7e1NVFQUGzZsIDU1FZVKRfv27Xn66afLtP/000+zZcsWAgICcHV1pWvXrlX2aejQocyZM4dNmzaxcuXKcu8XFRURGhqKTqdj2bJl5d6PiYlRHiZt06aNMi7Dhw9n7ty5ysOkJVxcXIiKiuK1115Dp9PRtGlT1q1bh5+fHzt27CAoKIguXbrw6KOPAnDmzBkWL16MSqXCxsaGefPmGTvcQgghhBAPLCt9ZWszHiBhYWEVPvRoDhMnTmT8+PGS4nkf/f57nix9qcWlL1cKCmnZsPxDz9VV0s5fjWo3dhwsORLeFIwZB3OMQW2Oa0XHNtXvhSVfL8b0TZY7GJhiHGI2G3JXZjxvnpLO5m5frgUDWfpST+Xk5ODn54etra1M0oX4C1o2tMXTpe484COEEEKYm8UtfQFDMumuXbtQqVSoVCqioqLw9PRk/fr1jBo1qsLAo3u5e5lMidTUVNRqtUkCj5o0acIXX3xR43bM4csvv+TRRx9VAo9WrFhB9+7deeqpp+jfvz/btm1TqtKUSEhIwN7enuDg4ErbTUpKwtfXVwk8mj17Nn//+9+V44j6oSZ3wYUQQghROYubqEsyqelJMqkQQgghRN1jcRN1SSaVZFJJJhVCCCGEsMCJuiSTSjKpJJNWT20mk5rqQVIhhBBClGdxE3VJJpVkUkkmrb7aSiZt69gQn1YuFpPyJsmkBpJMisn6YsnXiySTVo8kk8q1UKIujYPFTdRBkkklmVSSSavDEkpu1fbxQZJJS0gyqYEkkxpYwr8PlkCSSeVaKCHlGWtIkkklmVSSSYUQQgghLPCOuiSTSjKpJJMKIYQQQkgyqclJMun9J8mk8nEmSDJpCUkmNZBkUgP598FAkknlWihR15a+WNwd9boqJyeH0NBQ3N3dZZIuhIW7UlCoTHJqg6eLAz2aO9ba8YUQQtQN9WKiXlkyqSlZcjKpEMJyXCkwPEQtE3UhhBBVsciJ+po1a9i1axcqlQqVSkVUVBSenp6sX7+eUaNGVZhM+lekpqaiVqvrRTLpo48+qiSTrlixgu7du/PUU0/Rv39/tm3bppSPLJGQkIC9vT3BwcGVtpuUlISvr6+STDp79mz+/ve/K8cRwlK1bGhba0sZavNOvhBCiLrF4ibqJ06c4MCBA2zfvp0GDRqQnZ2NRmMIs9m4cSOBgYEVTtS1Wq1SqtFYR48epWHDhvViot63b19lAl1VHXSA0aNHV7nN9u3bcXNzUybqJYmqQgghhBCi5ixuon79+nWcnZ2VWuUld3o3btzItWux9Z0jAAAgAElEQVTXGDduHE5OTmzatAkvLy/Gjx/P119/zYwZM7Czs2PRokUUFBTg7OzMwoULad68OWFhYXTs2JFTp04pVV9cXFzYsmULKpWKzz77jDlz5tCyZUtmzZpFdna2UvWlVatWREZGYmtry6+//srly5dZuHAh27dv5+TJk3h6erJo0SI+/fRTzp49y6xZswDYunUr6enpzJw5k+TkZOLi4pTApCVLlpCdnc3cuXO5fPkyALNmzaJbt24cPXpUmfBaWVkRHx9P48ZlHzwIDw8nKyuLwsJCxo4dy6hRowBDWcSxY8eyf/9+7OzsiI2NJSMjg3379nH06FHWrFnDqlWriI2NLZNUGhcXR2pqKgBLly7lkUceYdWqVUpqa1pamlL1pW3btkRHR3PkyBFOnz7NG2+8oVR9eemll5SHdr/66iuWL1+OVqvF2dmZDRs2lGkTDEFLH374IS4uLrz++utkZWWh0+kIDw9n6NCh5rzMhBBCCCEsnsVN1H19fVm9ejV+fn706tWLoUOH0qNHD8aOHcv69evZsGGDMnkvKCjAzc2NiIgINBoNYWFhxMbG4uLiwu7du1m+fLlSSvD27dts2bKF7777jlmzZrFr1y6ee+65MhPHSZMmERwczPDhw9m2bRvz588nNjYWMDwsunHjRv7zn/8wadIkEhIScHNzIyQkhLS0NPz9/QkMDOTNN99ErVaTlJTEO++8w9mzZ1mzZg0JCQm4uLgoNcUXLFjAuHHj8Pb25vLly0yYMIGUlBTWrl3L22+/Tbdu3cjPz8fWtnw8e3R0NE5OTty5c4eQkBAGDRqEs7MzBQUFeHp6MnXqVBYvXszWrVsJDw+nf//+ZSbmd2vcuDHbtm0jOTmZ6OhoPvroozLvT58+nTlz5tCjRw9WrFjBBx98wOzZs9m8eXOF1XSys7OZM2cO8fHxtGnTRjnnyhw6dIjmzZvz8ccfA4Za8dWxJT2LPwo11drnQaJOt1aCT6oiDzEKIYQQdYfFTdQbNWpEUlISx44dIzU1lalTpzJt2rQKk0mtra3x8/MD4Pz585w5c4a///3vgCH586GHHlK29ff3B6B79+7k5eWRk5NTrr0TJ06watUqAIKCgliyZInyXr9+/ZQ74s2aNcPd3R2A9u3bk5mZiYeHBz179uTAgQO0a9cOjUaDu7s7mzZtYvDgwcofF05OTgAcPnyYc+fOKe3n5eWRl5fHk08+yaJFiwgICGDQoEE0atSoXD83bdrE3r17Abhy5QoXLlzA2dkZtVpNv379AOjcuTPffPONUWNeEs7k7+9frnZ8bm4uubm59OjRAzDUTq9q6czJkyfx9vamTZs2Zc65Mh06dCAmJoYlS5bQr18/vL29jep3CRu1CrWuesueHjRqddXnfzHnNurcAvwft7wyc6ZiTCx0bUfC34/jV9W2OfpQm+Na2bFN0Zfavl7uxdi+WWLfa0NNx0HdwLzXgrnbN3fbdUldGgeLm6iDYQLu4+ODj48PHTp0IDk5ucKJuq2trbIuXa/X4+bmViZ4p7S7I+0riri/1z4lS3GsrKyUrwFUKhXFxcUAhIaG8uGHH9KuXTulv5WVqdfpdCQmJmJnZ1fm9Zdffpk+ffpw8OBBRo4cybp163jssceU91NTUzl8+DCJiYnY29sTFhZGYaGhioRarVb6rFKp0GqNu8tqanq9vsLxtba2RqfTKd+X9NvV1ZWkpCQOHjzI0qVL8fX1ZfLkyUYfL6Rtc6mjbmT9cI1G+8DW0TV2HGo7Et7cxzdmHMzRh9oc14qObapaybV9vdyLMX2T2tkGphgHTZF5rwVzty/XgoHUUa+hX3/9FZVKpaRWpqWl0apVK+DPyPq7K5SAYbKXnZ3NiRMn8PLyQqPR8NtvvynJpLt376Znz54cO3YMBwcHHBwcaNSoEXl5eUobXl5efP755wQHB7Nz5066detWrb57enqSlZXFzz//zGeffQZAr169mDx5MuPHj8fZ2Zlbt27h5ORE7969iY+P58UXX1TO08PDg4yMDNzd3XF3d+fkyZOcP3++zEQ9NzcXR0dH7O3tSU9P5+TJk1X2q2TcKpOSksLLL7/M7t278fLyKvOeg4MDTZo04dixY3h7e7Njxw66d+9+z3a9vLyIiori4sWLytIXJycnWrduzYEDBwD46aefuHTJUP3i6tWrODk5ERQUpHyiIoSoe2qrPv2VgkJaNiy/TFAIIeo6i5uoFxQUMH/+fHJycrC2tuaRRx4hKioKgJEjR/LSSy/x0EMPlauN3qBBA1auXMn8+fPJzc1Fq9Uybtw4ZaLu6OjIc889pzxMCoblLFOmTOE///kPc+bM4a233mLWrFnExcUpD5NW15AhQ0hLS8PR0bAO2M3NjUmTJhEWFoZKpaJTp04sWrSI2bNnExUVRUBAAFqtFm9vb6KiotiwYQOpqamoVCrat2/P008/Xab9p59+mi1bthAQEICrqytdu3atsk9Dhw5lzpw5bNq0iZUrV5Z7v6ioiNDQUHQ6HcuWLSv3fkxMjPIwaZs2bZRxGT58OHPnzlUeJi3h4uJCVFQUr732GjqdjqZNm7Ju3Tr8/PzYsWMHQUFBdOnSRflj7MyZMyxevBiVSoWNjQ3z5s0zdriFEIKWDW3xdKk7H2ULIYSxrPSVrc14gISFhVX40KM5TJw4kfHjx0s66X30++95svTFyKUvtXHn8X49wFqdcYDai4Q39/GNGQdz9KG2x/Vupvp429LOqzRj+ibLHQxMMQ4xm78HYMbz5inpbO725VowqGtLX1Rm6ku9k5OTg5+fH7a2tjJJF+K/rhQU8kO2/McghBBC/BUWt/TFHO5eJmMOTZo04YsvvjD7cYSoifudyCkpnEIIIcRfJ3fUAQ8PD4KCghg2bBiTJk1SSjempqYyceLECveZPXt2mfKKxurfvz/Z2dnlXk9ISCA5Obna7d0Ply5dUko4CiGEEEKI+0Mm6oCdnR07duxg165dODo6snnz5ir3WbBgAe3btzdZH0aPHk1wcLDJ2rMkJeUrhRBCCCGE8erF0pfq6Nq1K//3f/+nfF9QUMCUKVM4c+YMjz/+OO+99x5WVlbKA6rXrl1TKqncuXMHjUbDvn37OHLkCDExMWi1Wjp37sw777yj1F+Pi4sjNTUVgKVLl/LII4+watUqJSW19MOv2dnZhISEsG/fPpKSkvjyyy/R6XScOXOGF154AY1Gw44dO2jQoAEff/xxuXChlJQUVq9ejUqlwsHBgc2bN1NYWMi8efM4ffo01tbWREZG0rNnT5KSkti7dy9FRUVcunSJgIAApZ65Vqvlrbfe4sSJE7Ro0YLY2Fjs7OxIS0tTKsK0bduW6OhoHB0dCQsLw8vLi++//57+/fvz6KOPsmbNGjQaDU5OTrz33ns0a9aMgoIC3n33Xc6cOYNWq2Xy5Mk888wz9+NHLYQQQghh0WSiXopWq+XIkSOEhIQor/388898/vnnNG/enNGjR3P8+PEyyZkDBgxgwIABAERERNCjRw8KCwuJjIxk/fr1uLq6Mn36dP75z38yfvx4ABo3bsy2bdtITk4mOjqajz76yOg+nj17lu3bt1NUVMTAgQN54403lHaSk5OVY5SIjY0lLi6OFi1aKEt6Sj4x2LlzJ+np6UyYMEFZX3/q1Cl27tyJvb09ISEh9OnTB2dnZy5cuMCyZcuYP38+ERERfPHFFwQFBTF9+nTmzJlDjx49WLFiBR988AGzZ88GDA/YxsfHA/DHH3+wdetWrKys+PTTT/nHP/5BZGQkH374IT179mThwoXk5OQQGhrKU089RcOGDY0eky3pWfxRqDF6+weNOt1aCT65F6k1LYQQQtQtMlHHcCc8KCiIzMxMHn/8cXx9fZX3nnjiCf72t78B0LFjRzIzMyuMuP/kk0+ws7Pj+eef55dffuHhhx/G1dUVMNQb37x5szKJLlnv7e/vX+1a7T4+PjRubCjt4+DgQP/+/QHo0KFDmU8CSnh5eREZGcmQIUMYOHAgAMePH2fMmDEAPPbYY7Rq1Yrz588D8NRTT+Hs7AzAwIEDOX78OM888wwPP/wwHh4eADz++ONkZmaSm5tLbm4uPXr0UM4zIiJCOfbQoUOVr7Oyspg6dSrXr1+nqKiIhx82PND49ddfs2/fPtauXQsY0kqvXLlSJuSpKjZqFWqdtdHbP4jU6qrPv61jQ3xaudzX6OT7Hb9uzHFqOxL+fhy/qrbN0YfaHteKmKIvlnheJYztmyX2vTbUdBzUDcx7LZi7fXO3XZfUpXGQiTp/rlHPzc1l4sSJbN68mbFjxwIoy1UArK2t0WrL37k8cuQIe/bsUe5U17Q0vbW1tdJGUVFRmfdK90elUqFWq5WvK+pbVFQUP/zwAwcOHCA4OJjk5OR79s/KyqrC7+8eh8LCwirPw97eXvl6/vz5jB8/ngEDBpCamsoHH3ygvLdy5UratWtXZXuVCWnbXOqoV6Mm7P2sH6vRaLlSUEj0obQqt61pvXVjx6G2I+HNfXxjxsEcfajtcb2bqWolW9p5lWZM36R2toEpxkFTZN5rwdzty7VgIHXU6zAHBwfeeust1q5di0Zj3FKKzMxM5s2bx/vvv4+dnR0A7dq1IzMzkwsXLgCwY8cOunfvruyTkpICwO7du/Hy8irXZuvWrTl9+jQAe/bsqdE5ZWRk4OnpSUREBM7OzmRlZdG9e3d27twJwPnz57ly5YoyUf7mm2+4desWd+7c4csvv+TJJysPXnBwcKBJkyYcO3aswvMsLTc3lxYtWgCUqW7Tu3dv4uPjlT8efv755xqdr6ibpN66EEIIUZ7cUb9Lp06d6NixI59//jktW7ascvvt27dz69Yt5aHL5s2b88knn7Bw4UIiIiKUh0lHjx6t7FNUVERoaCg6nY5ly5aVa/OFF17g9ddf57PPPsPHx6dG57N48WIuXLiAXq+nZ8+edOzYkXbt2jF37lwCAgKwtrZm4cKFyh3zbt26MX36dC5cuEBAQABdunTh0qXKa2HHxMQoD5O2adOm0qU8kydPJiIighYtWuDp6am0GR4eTnR0NIGBgej1elq3bl2tNfvC8hlTu13qrQshhBDlWelruk5DPDCSkpI4ffo0b7/9dm13pVp+/z1Plr5Y6MeZxsavmyKm3dhxqO1IeHMf35hxMEcfantc72aq3wtLO6/SjOmbJf/7cD+ZYhxiNn8PwIznK/+k2ZLbl2vBQJa+CCGEEEIIIWqsXi198fDwoEOHDuj1eqytrZkzZ84912BXJiEhAXt7e4KDg4mMjKRv374MHjy4TP3z+6X08UtLS0vj2rVr9OnTx+i2RowYwYgRI0zdRSGEEGZypaDwnkvHjC3fWpmaPuQthKiZejVRL6nuAnDo0CGWLVum1PmujtLrzS1VWloap0+frtZEvbi4GBubPy8JrVaLtXX9LnsohDlUNbmqCWMmZlJTXxjjSoGhupdM1IWoPfVqol5aXl4eTZo0ASA/P5/w8HBycnIoLi4mIiJCScdMTk4mLi4OKysr3N3dWbJkSZkU0cp4eXlx4sQJwFC55cCBAyxatKjCpNDSrl27xtSpU8nLy0Or1TJv3jy8vb0rbQ/g8OHDbNy4kd9//53IyEh8fX1ZuXIld+7c4fjx40ycOJG+fftWmACalJTEgQMHKCoqoqCggFdffZUPPviA5s2bk5aWxu7duwkPDycrK4vCwkLGjh3LqFGjlHMcO3Ys+/fvx87OjtjYWJo1a0Z2djZz587l8uXLAMyaNYtu3bqVG7dhw4bx4Ycf4uLiwuuvv05WVhY6nY7w8PAyNdiFEKbVsqEtni51p46wqFxVD2vXZD2uPOQtRO2rVxP1kmCjwsJCrl+/zoYNGwCwtbVl9erVNG7cmOzsbEaNGsWAAQM4d+4ca9asISEhARcXF27dulXjPlSUFFrarl276N27N6+88gparZbbt29X2WZmZibx8fFkZGQwduxY9u7dy5QpU8o8GLps2bIKE0ABTp48yWeffYaTkxOpqalKOmmbNm0AiI6OxsnJiTt37hASEsKgQYNwdnamoKAAT09Ppk6dyuLFi9m6dSvh4eEsWLCAcePG4e3tzeXLl5kwYYJSkrIihw4donnz5nz88ceAoZRjdUgyac0+2jYnuXNbMWMq4fxV8sCYEEI8OOrVRL300pcTJ04wY8YMdu3ahV6vZ9myZXz33XeoVCquXr3KjRs3+Pbbbxk8eDAuLi4AODk51bgPFSWFltalSxdmzZpFcXExzzzzjJIGei9DhgxBpVLx6KOP0qZNG3799ddy21SWAArg6+tb5ty6dOmiTNIBNm3axN69ewG4cuUKFy5cwNnZGbVaTb9+/QDo3Lkz33zzDWC4w3/u3Dll/7y8PPLy8irtf4cOHYiJiWHJkiX069evwuTXe5FkUuOSSWuDsWmopkp/lGRSzN52ZWp7XCsiyaQY9X5N268rJJn0wflZ1lRdGod6NVEvzcvLi5s3b5Kdnc3BgwfJzs4mKSkJtVpN//79KSwsrHHCaInSKZ4VJYU6Ozsr73fv3p34+HgOHjzI9OnTmTBhAsHBwZW2B5Wnid6togTQH374oUyCKEDDhg2Vr1NTUzl8+DCJiYnY29sTFhamHF+tVivHKp2MqtPpSExMVAKgSlhbW6PT6cqdh6urK0lJSRw8eJClS5fi6+ur1KU3hiSTWv4dVGOSMo1NMK2MWm3cJwsld/nrczKpOVhagqckkxrUZBws+dyrS5JJ68b/FfeDlGesI9LT09FqtTg5OZGbm0vTpk1Rq9V8++23ZGZmAtCrVy/27NnDzZs3Aaq19KVZs2akp6ej0+n48ssvldcrSgotLTMzk6ZNmzJy5EieffZZfvrpp3u2B4Y16zqdjoyMDC5evIirqyuNGjUiPz9f2eavJoDm5ubi6OiIvb096enpnDx5ssp9So5VIi3NMPlq3bq1ctyffvpJCT26evUq9vb2BAUFMWHCBEknFWYl67OFEELUFfXqjnrJGnUAvV5PTEwM1tbWBAQE8MorrzBixAg8PDyUu85ubm5MmjSJsLAwVCoVnTp1Uh7grMq0adOYOHEiLVu2xM3NjYKCAqDipNDSjh49SlxcHDY2NjRs2JCYmJh7tgeGO9Jjxozh999/55133sHW1hYfHx8+/vhjgoKCmDhx4l9OAH366afZsmULAQEBuLq60rVr1yr3mT17NlFRUQQEBKDVavH29iYqKgo/Pz927NhBUFAQXbp04dFHHwXgzJkzLF68GJVKhY2NDfPmzTNqjMWDpabrtuVukRBCiAeNJJOKOk+SSev+BPV+JpPWNktIJjUHS0vwlGRSA1NUfbHEc68uSSatO/9GmpssfRFCCCGEEELUmEzUhRBCCCGEsED1aqLu4eFBUFAQgYGBDB8+nO+///4vtZOQkEBycjIAkZGR7NmzB4CwsDBOnTplsv4ao/TxS0tLS+PgwYP3tS9CCCGEEMJ06tXDpKXrqB86dIhly5aVqU5irNGjR5u6ayaXlpbG6dOn6dOnj9H7FBcXY2Pz5yWh1WqxtrbM+txCCCGEEA+6enVHvbS8vDyaNGkCQH5+PuPGjWP48OEEBASUKX+YnJxMQEAAgYGBvPnmmwCsWrWKuLi4e7bv5eWlfL1nzx4iIyMBSElJYdiwYQQGBvL888+X2+/atWs8//zzBAUFMWzYMI4dO3bP9sAQMPQ///M/+Pn5sX//foqKili5ciW7d+8mKCiI3bt3U1BQwMyZM3n22WcJDg5WzjEpKYkpU6YwadIkXnjhBVJTUwkLC2PatGkEBAQAEB4ezogRI/D39ycxMbHMOS5fvpzAwEBGjhzJjRs3AMjOzua1117j2Wef5dlnn+X48eMVjtuwYcO4dOkSBQUFvPzyywQGBjJs2DB27959z7EVQgghhKgP6tUd9ZLyjIWFhVy/fp0NGzYAYGtry+rVq2ncuDHZ2dmMGjWKAQMGcO7cOdasWUNCQgIuLi7VqqNemdjYWOLi4mjRogU5OTnl3t+1axe9e/fmlVdeQavVcvv27SrbzMzMJD4+noyMDMaOHcvevXuZMmUKp0+f5u233wZg2bJl9OzZk4ULF5KTk0NoaChPPfUUACdPnuSzzz7DycmJ1NRUTp06xc6dO5V00ujoaJycnLhz5w4hISEMGjQIZ2dnCgoK8PT0ZOrUqSxevJitW7cSHh7OggULGDduHN7e3ly+fJkJEyaQkpJSaf8PHTpE8+bN+fjjjwFD7fbq2JKexR+Fmmrt8yBRpxsX9GPJSkKIhBBCCPGnejVRL7305cSJE8yYMYNdu3ah1+tZtmwZ3333HSqViqtXr3Ljxg2+/fZbBg8ejIuLCwBOTk417oOXlxeRkZEMGTKEgQMHlnu/S5cuzJo1i+LiYp555hk8PDyqbHPIkCGoVCoeffRR2rRpw6+//lpum6+//pp9+/axdu1awJAKeuXKFQB8fX3LnFuXLl2USTrApk2b2Lt3LwBXrlzhwoULODs7o1ar6devHwCdO3fmm2++AQx3+M+dO6fsn5eXR15eXqX979ChAzExMSxZsoR+/frh7e1d5TmXZqNWodbV7yU6anXdPv+2jg3xaeVS41jnuhALfT9i2WtjHCwxbt4UfbHE8yphbN/+at8t+dz/ipqeh7qBecfD3O2bu+26pC6NQ72aqJfm5eXFzZs3yc7O5uDBg2RnZ5OUlIRaraZ///4UFhZiqhLzhYWFytdRUVH88MMPHDhwgODgYJKTk3F2dlbe7969O/Hx8Rw8eJDp06czYcIEgoODK20PwMrK6p7fl1i5cqUS5lTihx9+wN7evsxrDRs2VL5OTU3l8OHDJCYmYm9vT1hYmHJ8tVqtHEulUqHVGu7q6nQ6EhMTsbOzK9OutbU1Op2u3Hm4urqSlJTEwYMHWbp0Kb6+vkyePLnCc6hISNvmUkf9AamNW5PzqCvjYO5Y9toaB0uLmzfVOFjaeZVmTN9qMg6WfO7VZYrrQVNk3vEwd/t15d9Ic5M66nVEeno6Wq0WJycncnNzadq0KWq1mm+//ZbMzEwAevXqxZ49e7h58yZAtZa+NGvWjPT0dHQ6XZk17xkZGXh6ehIREYGzszNZWVll9svMzKRp06aMHDmSZ599lp9++ume7YFhzbpOpyMjI4OLFy/i6upKo0aNyM/PV7bp3bs38fHxyh8fP//8s1HnkZubi6OjI/b29qSnp3Py5Mkq9yk5Vom0tDQAWrdurRz3p59+4tIlQ5jG1atXsbe3JygoiAkTJhjdNyGEEEKIB1m9uqNeskYdQK/XExMTg7W1NQEBAbzyyiuMGDECDw8P5a6zm5sbkyZNIiwsDJVKRadOnVi0aJFRx5o2bRoTJ06kZcuWuLm5UVBQAMDixYv5/+zdeVAU1/r4/zeDbC4IiBB3QRHNlRAEXD7mZyImougw4BV3lhTlWkZiTBQhRCVEQKOWG5gFkcWA6IclbnijRkyiDmrQuOBHgygRBU3GewExiAO/P+bSXwmooBAHPK+qVDnT3adPPwzkTPc5z3P9+nWqq6sZOnQo/fv3r3VcdnY2MTExtGnThrZt2xIZGfnE9kBzR3rGjBn88ccfrFixAgMDA4YMGcKXX36JQqFg9uzZzJs3j5UrV+Lu7k51dTXdunXjiy++eOp1jBgxguTkZORyOVZWVrz++utPPSY4OJjQ0FDkcjlqtRonJydCQ0NxdXUlIyMDhUKBnZ0dvXv3BuDy5cusWrUKmUxGmzZtWL58eYNiLAiCIAiC0JrpVDfV/A5BeEH++KNMTH0RjzNbTByauyz7i4qDtpWbb6o4aNt1PaohfXueOGjztTdWU3weIrdraq8smT6oKbr0t7ffUv5GNjcx9UUQBEEQBEEQhOcmBuqCIAiCIAiCoIW0cqAeHR3NuHHjkMvlKBQKzp49C8C2bdsalFe8oZRKJT///HOTtaetDh48WCtd4vr16zl27BgALi4uqFSqOsckJSWRnp7+xHZTU1MpLi6WXgcHB9c6jyAIgiAIgvDstG4xaU5ODkeOHCEtLQ19fX1UKhWVlZpiNvHx8bi7u9dJJwjPVu4+Ozubtm3bMmhQ88wH0xYHDx7krbfeom/fvgAEBAQ89ZipU6c+dZ+0tDRsbGywtLQE4LPPPnu+jgqCIAiCIAgSrRuo37lzB1NTU/T19QGkYkPx8fHcvn0bX19fTExMSEhIwMHBAT8/P3788UeWLFmCoaEhERERlJeXY2pqSnh4OBYWFnh7e9O/f3/OnTtHWVkZK1euxMzMjOTkZGQyGd9++y0hISF06dKFoKAgVCoVZmZmhIeH07VrVwIDAzEwMODq1avcvHmT8PBw0tLSOHPmDPb29kRERLBz506uXLlCUFAQACkpKeTl5bF06VLS09OJiYlBR0cHW1tbVq9ejUqlYtmyZdy8eROAoKAgHB0dyc7Olga8Ojo6JCYm0r597YUH8+bNo6ioiIqKCnx8fJg8eTKgyQ3v4+PD999/j6GhIVFRURQUFHD48GGys7OJjo5m48aNREVF8dZbbzFmzBgAYmJiUCqVAKxZs4ZevXqxceNG2rZti7+/P7m5uSxbtoz79+/Ts2dPVq5cyfHjxzl//jwffvghhoaG7Nixg5kzZ7J48WLs7Ow4evQo69atQ61WY2pqSlxcXK02AcaPH8+WLVswMzPj/fffp6ioiKqqKubNm4ebm1tzfswEQRAEQRC0ntYN1IcPH87mzZtxdXVl2LBhuLm5MXjwYHx8fNi2bRtxcXHS4L28vBwbGxsCAgKorKzE29ubqKgozMzM2LdvH+vWrSM8PByA+/fvk5yczMmTJwkKCmLPnj1MmTKl1sBxzpw5eHh44Onpya5duwgLCyMqKgqAkpIS4uPjOXToEHPmzCEpKQkbGxsmTpxIbm4u48aNw93dnY8++gg9PT1SU1NZsWIFV65cITo6mleu4t4AACAASURBVKSkJMzMzKRc7J999hm+vr44OTlx8+ZN/P392b9/P1u3buWTTz7B0dGRe/fuYWBQt6z6ypUrMTEx4c8//2TixImMHj0aU1NTysvLsbe3Z+HChaxatYqUlBTmzZuHi4tLrYH5X7Vv355du3aRnp7OypUr66RtXLx4MSEhIQwePJj169ezadMmgoOD2b59uzQwf5RKpSIkJITExER69Ojx1PzzP/zwAxYWFnz55ZeAJnd7YyTnFfGfispGHdOa6OXpSoVJXmYtJQ63yivo0rbu77UgCIIg/JXWDdTbtWtHamoqp06dQqlUsnDhQhYtWsSECRPq7Kurq4urqysA+fn5XL58mXfffRfQVMfs3LmztO+4ceMATeXPsrIySkpK6rSXk5PDxo0bAVAoFKxevVraNnLkSOmOuLm5Oba2tgD07duXwsJCBgwYwNChQzly5AjW1tZUVlZia2tLQkICY8aMkb5cmJiYAHDs2LFa87nLysooKytj0KBBREREIJfLGT16NO3atavTz4SEBL777jsAbt26xfXr1zE1NUVPT4+RI0cCMHDgQH766acGxXz8+PFSjGq+2NQoLS2ltLSUwYMHA+Dp6fnUqTNnzpzBycmJHj161Lrmx+nXrx+RkZGsXr2akSNH4uTk1KB+12ijJ0OvqnHTnlobPb2X+/prtIQ49OzYliFdzVpdmXBtLDffFH3Rxuuq0dC+PWvftfnan8XzXoeefvPGo7nbb+62W5KWFAetG6iDZgA+ZMgQhgwZQr9+/UhPT693oG5gYCDNS6+ursbGxoYdO3bU22ZNqfvHvX7aMTVTcXR0dKR/A8hkMh4+fAiAl5cXW7ZswdraWurv49LUV1VVsWPHDgwNDWu9P2vWLN58802ysrKYNGkSsbGx9OnTR9quVCo5duwYO3bswMjICG9vbyoqKgDQ09OT+iyTyVCrX8zdxerq6nrjq6urS1VVlfS6pt9WVlakpqaSlZXFmjVrGD58OPPnz2/w+Sb2tBB51EVu3BYXh9ZWJlzbys03VRy07boe1ZC+PU8ctPnaG6spPg+VD5o3Hs3dfkv7G9lcRB7153T16lWuXbsmvc7NzaVr166A5m77vXv36j3OysoKlUpFTk4OAJWVlVy5ckXavm/fPgBOnTpFhw4d6NChQ532HBwc2Lt3LwC7d+/G0dGxUX23t7enqKiIPXv2SHephw0bRmZmJnfv3gWQpoG88cYbJCYm1rpOgIKCAmxtbZk1axYDBw4kPz+/1jlKS0vp2LEjRkZG5OXlcebMmaf260lxA9i/fz+giZGDg0OtbR06dMDY2JhTp04BkJGRgbOz8xPbdXBw4OTJk/z222+1rrlbt25cvHgRgAsXLnDjhqaYRnFxMUZGRigUCvz9/aV9BEEQBEEQXmZad0e9vLycsLAwSkpK0NXVpVevXoSGhgIwadIkZs6cSefOnUlISKh1nL6+Phs2bCAsLIzS0lLUajW+vr7Y2NgA0LFjR6ZMmSItJgXNdJYFCxZw6NAhQkJC+PjjjwkKCiImJkZaTNpYY8eOJTc3l44dOwJgY2PDnDlz8Pb2RiaT8eqrrxIREUFwcDChoaHI5XLUajVOTk6EhoYSFxeHUqlEJpPRt29fRowYUav9ESNGkJycjFwux8rKitdff/2pfXJzcyMkJISEhAQ2bNhQZ/uDBw/w8vKiqqqKtWvX1tkeGRkpLSbt0aOHFBdPT0+WLVsmLSatYWZmRmhoKO+99x5VVVV06tSJ2NhYXF1dycjIQKFQYGdnR+/evQG4fPkyq1atQiaT0aZNG5YvX97QcAuCIAiCILRaOtWPm5vRinh7e9e76LE5zJ49Gz8/P4YNG9bs5xI0/vijTEx9EY8zRRz+60XFQdvKzTdVHLTtuh7VkL49Txy0+dobqyk+D5HbNXVXlkxvnpTOzd2++BupIaa+vKRKSkpwdXXFwMBADNIFQRAEQRCE56Z1U1+aw1+nyTQHY2NjDhw40OznEQRBEARBEF4OWnVHfcCAASgUCtzd3fH09OTnn39+pnaSkpJIT08HIDAwkMzMTEAzBebcuXNN1t/mNnPmTCmNZM0iz+LiYhYsWPAiu9Uo69ev59ixYy+6G4IgCIIgCC2OVt1RNzQ0JCMjA9AUwVm7dm2tzCgNNXXq1Kbu2gvx1Vdf1XnP0tKy3gWhfwe1Wi2lw2yop+VcFwRBEARBEOqnVQP1R5WVlWFsbAzAvXv3mDdvHiUlJTx8+JCAgADefvttANLT04mJiZGKEa1evbpOqfr6ODg4SKkcMzMzOXLkCBEREezfv5/Nmzcjk8no0KED27dvr3WcUqlk48aNdOrUiUuXLvHOO+/Qr18/4uPjqaioYPPmzfTs2ZPDhw8THR1NZWUlJiYmfP7555ibm5Odnc1nn30GaHKyJyYmUl5ezsKFCykrK0OtVrN8+XKcnJxwcXFh165dUrEkgBs3bjBnzhz27NlDRUUFy5cv5/z58+jq6hIYGMjQoUO5ceMGixcv5v79+wCEhIQwaNAglEolmzZtwtTUlMuXL/OPf/yDzz//HB0dHY4fP05kZCRqtZqBAweyYsUK9PX1cXFxYcKECfz000/MmDEDOzs7VqxYwd27dzE0NOTTTz+lT58+zJ07F1dXVzw8PKQKsGvWrCEwMFCqivro9Zw7d45Vq1aRkJBQb0zat2/4YgtRmbRlVORsbiIOGi8qDqLiqiAIQtPTqoH6n3/+iUKhoKKigjt37hAXFwdoChtt3ryZ9u3bo1KpmDx5MqNGjeLXX38lOjqapKQkzMzMnlqqviGioqKIiYnB0tKy3uqlAJcuXWLfvn2YmJgwatQovLy82LVrF3FxcSQkJBAcHIyjoyMpKSno6Oiwc+dOvv76awIDA9m6dSuffPIJjo6O3Lt3DwMDA1JSUnjjjTeYO3cuarVaGmA/Tc2XiN27d5OXl4e/vz8HDhyQ0iEaGBhw7do1PvjgA1JTUwG4ePEie/fuxcLCgqlTp3L69Gns7OwIDAxk27ZtWFlZsXjxYr755hv8/Pyk+CclJQHg6+vLihUr6N27N2fPnmXFihXEx8fz6aefMnXqVLp3705sbOxjC0/Vp76YNIaoTNoyKnL+HUQcNF5EHP6OiquNJSqT0qDtz9t+SyEqk7aen+Xzaklx0KqB+qNTX3JycliyZAl79uyhurqatWvXcvLkSWQyGcXFxfz++++cOHGCMWPGSHecn1aqviEcHBwIDAxk7NixvPPOO/XuY2dnh4WFBQA9e/Zk+PDhAPTr1w+lUglAUVERCxcu5M6dOzx48IDu3TXprQYNGkRERARyuZzRo0fTrl077OzsCAoK4uHDh7z99tsMGDCgQX09ffo0M2bMAKBPnz507dqV/Px8unXrRmhoKJcuXUImk9UqIPXaa6/xyiuvANC/f38KCwtp37493bt3x8rKCtDkR9++fbs0UHdzcwM0TzZycnJqTWd58OABAObm5ixYsAAfHx82bdrUqJ9FfTFpDFGZVKTcAhGHGi86DtryMxCVSTVEZVINUZn0xf9t0BYiPWMTcXBw4O7du6hUKnbv3o1KpSI1NZWMjAzMzc2pqKigqVLA15SyBwgNDeX999/n1q1beHh4SBVFH6Wvry/9WyaTSa9lMhlqteYXLSwsjOnTp7N7925CQ0OlAe2sWbMICwvjzz//ZNKkSeTl5eHs7ExiYiKWlpYsXrxYWgj7NI+7/m3btmFubk5GRgb/+7//S2Xl/5sW8mjfdXV1UavVT42jkZGRdD5jY2MyMjKk/2qqmoKmcJGJiQm3b9+utx1dXV3pXI/GvL6YCIIgCIIgvOy0dqCel5eHWq3GxMSE0tJSOnXqhJ6eHidOnKCwsBCAYcOGkZmZKQ2mGzP1xdzcnLy8PKqqqjh48KD0fkFBAfb29gQEBGBqakpRUdEz9b+0tBRLS0uAWgPvgoICbG1tmTVrFgMHDiQ/P5/CwkI6derEpEmT+Oc//8mFCxcadA5nZ2d2794NQH5+Prdu3cLa2prS0lI6d+6MTCYjIyND+vLwONbW1hQWFnL9+nUAMjIycHZ2rrNfzZ33msF5dXU1ly5dAuCXX37h6NGjpKWlsXXrVn777bc6x3fr1o3z588D8K9//euJMREEQRAEQXjZadXUl5o56qAZBEZGRqKrq4tcLmfu3LlMmDCBAQMGYG1tDYCNjQ1z5szB29sbmUzGq6++SkRERIPOtWjRImbPnk2XLl2wsbGhvLwcgFWrVnH9+nWqq6sZOnQo/fv3f6ZrmT9/PgEBAVhaWmJvb8+NG5oKb3FxcSiVSmQyGX379mXEiBHs3buXmJgY2rRpQ9u2bYmMjGzQOaZNm8ayZcuQy+Xo6uoSHh6Ovr4+06ZN47333iMzM5MhQ4bQtm3bJ7ZjYGBAeHg4AQEB0mLSx2XOWb16NcuXLyc6OpqHDx/i5uaGtbU1H3/8MeHh4VhaWrJkyRKCgoKIj4+vE5Pg4GC++OIL7O3tpffri4kgCIIgCMLLTqe6qeaPCMIL8scfZWKOuph3KOLwXyIOGk0Vh68uaW6yzOzf/bnbamoN6dvzxEGbr72xmuLzELldU9tlyfRBTdGlv7198bdBQ8xRFwRBEARBEAThuWnlQD06Oppx48Yhl8tRKBScPXsW0CySbGjqwoZQKpXPXP20JTl48CC//vqr9PrRaqEuLi6oVKo6xzxa3fVxUlNTKS4ull4HBwfXOo8gCIIgCILw7LRqjjpo0jIeOXKEtLQ09PX1UalUUtaS+Ph43N3dpSwkj3qWqpnZ2dm0bduWQYOa5zGTtjh48CBvvfUWffv2BRpWLbQh1V3T0tKwsbGRFs3WFC0SBEEQBEEQnp/WDdTv3LmDqamplEawJkd6fHw8t2/fxtfXFxMTExISEnBwcMDPz48ff/yRJUuWYGhoSEREBOXl5ZiamhIeHo6FhQXe3t7079+fc+fOUVZWxsqVKzEzMyM5ORmZTMa3335LSEgIXbp0ISgoCJVKhZmZGeHh4XTt2pXAwEAMDAy4evUqN2/eJDw8nLS0NM6cOYO9vT0RERHs3LmTK1euEBQUBEBKSgp5eXksXbq03uqpKpWKZcuWcfPmTQCCgoJwdHRsUJXOefPmUVRUREVFBT4+PkyePBnQpLT08fHh+++/x9DQkKioKAoKCjh8+DDZ2dlER0ezceNGoqKipGqhADExMVL+9zVr1tCrV69a1V1zc3NZtmwZ9+/fp2fPnqxcuZLjx49z/vx5PvzwQwwNDdmxYwczZ85k8eLF2NnZcfToUdatW4darcbU1JS4uLg6FWPHjx/Pli1bMDMz4/3336eoqIiqqirmzZsn5W4XBEEQBEF4WWndQH348OFs3rwZV1dXhg0bhpubG4MHD8bHx4dt27YRFxcnDd7Ly8uxsbEhICCAyspKvL29iYqKwszMjH379rFu3TrCw8MBuH//vlTaPigoiD179jBlypRaA8c5c+bg4eGBp6cnu3btIiwsjKioKABKSkqIj4/n0KFDzJkzh6SkJGxsbJg4cSK5ubmMGzcOd3d3PvroI/T09EhNTWXFihVcuXKl3uqpn332Gb6+vjg5OXHz5k38/f3Zv39/g6p0rly5EhMTE/78808mTpzI6NGjMTU1pby8HHt7exYuXMiqVatISUlh3rx5uLi41BqY/1X79u3ZtWsX6enprFy5ki+++KLW9sWLFxMSEsLgwYNZv349mzZtIjg4mO3bt0sD80epVCpCQkJITEykR48eT02b+cMPP2BhYcGXX34JaFJbNkZyXhH/qah8+o6t1IsqGa9tRBw0WmMc7M06MNii44vuhiAIwt9O6wbq7dq1IzU1lVOnTqFUKlm4cCGLFi1iwoQJdfbV1dXF1dUV0OQRv3z5Mu+++y4AVVVVdO7cWdp33LhxgCb3eFlZGSUlJXXay8nJYePGjQAoFApWr14tbRs5cqR0R9zc3BxbW1sA+vbtS2FhIQMGDGDo0KEcOXIEa2trKisrsbW1JSEhod7qqceOHas1n7usrIyysrIGVelMSEjgu+++A+DWrVtcv34dU1NT9PT0GDlyJAADBw7kp59+alDMx48fL8Wo5otNjdLSUkpLSxk8eDCgqVr6tKkzZ86cwcnJiR49etS65sfp168fkZGRrF69mpEjR+Lk5NSgftdooydDr+rlLh3/IkrGayMRB43WFIffSu6jV1rOuH80PvNIU5QJ18tr/rLuz6qhfXvWvmvztT+L570OPf3mjUdzt9/cbbckLSkOWjdQB80AfMiQIQwZMoR+/fqRnp5e70DdwMBAmpdeXV2NjY0NO3bsqLdNHR2dJ75+2jE1U3F0dHTqVCZ9+PAhAF5eXmzZsgVra2upv4/LfllVVcWOHTswNDSs9f6sWbN48803ycrKYtKkScTGxtKnTx9pu1Kp5NixY+zYsQMjIyO8vb2lKp96enpSnx+tkvp3q66urje+urq6VFVVSa9r+m1lZUVqaipZWVmsWbOG4cOHM3/+/Aafb2JPC5GeUaTcEnH4r9YWh68u3aCyUt3oa2qqONQ8ndDGmDakb88TB22+9sZqis9D5YPmjUdzt9/a/jY8K5Ge8TldvXqVa9euSa9zc3Pp2rUroLnbfu/evXqPs7KyQqVSkZOTA0BlZSVXrlyRtu/btw+AU6dO0aFDBzp06FCnPQcHB/bu3QvA7t27cXR0bFTf7e3tKSoqYs+ePdJd6sdVT33jjTdITEysdZ3w9CqdpaWldOzYESMjI/Ly8jhz5sxT+/WkuAFSpdF9+/bh4OBQa1uHDh0wNjbm1KlTQO2qpY9r18HBgZMnT0rVSWuuuVu3bly8eBGACxcuSEWgiouLMTIyQqFQ4O/vL+0jCIIgCILwMtO6O+rl5eWEhYVRUlKCrq4uvXr1IjQ0FIBJkyYxc+ZMOnfuTEJCQq3j9PX12bBhA2FhYZSWlqJWq/H19cXGxgaAjh07MmXKFGkxKWimsyxYsIBDhw4REhLCxx9/TFBQEDExMdJi0sYaO3Ysubm5dOyomU/5uOqpwcHBhIaGIpfLUavVODk5ERoa+tQqnSNGjCA5ORm5XI6VlRWvv/76U/vk5uZGSEgICQkJbNiwoc72Bw8e4OXlRVVVFWvXrq2zPTIyUlpM2qNHDykunp6eLFu2TFpMWsPMzIzQ0FDee+89qqqq6NSpE7Gxsbi6upKRkYFCocDOzo7evXsDcPnyZVatWoVMJqNNmzYsX768oeEWBEEQBEFotV6KyqTe3t71LnpsDrNnz8bPz49hw4Y1+7kEDVGZVDzOBBGHGq0tDl9dusGt8gq6tK27sP5J9PSaZlFtzbm1sTqnqEzacKIyaev72/CsxNSXl1RJSQmurq4YGBiIQbogCEIr0aWtAfZmLWfhmSAIrYvWTX1pDn+dJtMcjI2NOXDgQLOfRxAE4WXzLHe0xd1DQRBaA628ox4dHc24ceOQy+UoFArOnj0LwLZt27h//36TnUepVPLzzz83WXva6uDBg7VSQa5fv55jx44B4OLigkqlqnNMUlIS6enpT2w3NTWV4uJi6XVwcHCt8wiCIAiCIAjPTuvuqOfk5HDkyBHS0tLQ19dHpVJRWakpZhMfH4+7uztGRkZ1jlOr1VKqxobKzs6mbdu2DBrUPPPBtMXBgwd566236Nu3L8BT86ADTJ069an7pKWlYWNjg6WlJYBUUVUQBEEQBEF4flo3UL9z5w6mpqZSrvKaQkHx8fHcvn0bX19fTExMSEhIwMHBAT8/P3788UeWLFmCoaEhERERlJeXY2pqSnh4OBYWFnh7e9O/f3/OnTsnZX0xMzMjOTkZmUzGt99+S0hICF26dCEoKAiVSiVlfenatSuBgYEYGBhw9epVbt68SXh4OGlpaZw5cwZ7e3siIiLYuXMnV65cISgoCICUlBTy8vJYunQp6enpxMTESAWTVq9ejUqlYtmyZdy8eROAoKAgHB0dyc7Olga8Ojo6JCYm0r597YUH8+bNo6ioiIqKCnx8fJg8eTKgSYvo4+PD999/j6GhIVFRURQUFHD48GGys7OJjo5m48aNREVF1apUGhMTg1KpBGDNmjX06tWLjRs3SlVbc3NzpawvPXv2ZOXKlRw/fpzz58/z4YcfSllfZs6cKS3aPXr0KOvWrUOtVmNqakpcXFytNkFTaGnLli2YmZnx/vvvU1RURFVVFfPmzcPNza05P2aCIAiCIAhaT+sG6sOHD2fz5s24uroybNgw3NzcGDx4MD4+Pmzbto24uDhp8F5eXo6NjQ0BAQFUVlbi7e1NVFQUZmZm7Nu3j3Xr1kmpBO/fv09ycjInT54kKCiIPXv2MGXKlFoDxzlz5uDh4YGnpye7du0iLCyMqKgoQLNYND4+nkOHDjFnzhySkpKwsbFh4sSJ5ObmMm7cONzd3fnoo4/Q09MjNTWVFStWcOXKFaKjo0lKSsLMzEzKKf7ZZ5/h6+uLk5MTN2/exN/fn/3797N161Y++eQTHB0duXfvHgYGdTMdrFy5EhMTE/78808mTpzI6NGjMTU1pby8HHt7exYuXMiqVatISUlh3rx5uLi41BqY/1X79u3ZtWsX6enprFy5ki+++KLW9sWLFxMSEsLgwYNZv349mzZtIjg4mO3bt9ebTUelUhESEkJiYiI9evSQrvlxfvjhBywsLPjyyy8BTa74xkjOK+I/FZWNOqY1aY0l45+FiINGa4vDs2R8EQRBaC20bqDerl07UlNTOXXqFEqlkoULF7Jo0aJ6K5Pq6uri6uoKQH5+PpcvX+bdd98FNJU/O3fuLO07btw4AJydnSkrK6OkpKROezk5OWzcuBEAhULB6tWrpW0jR46U7oibm5tja2sLQN++fSksLGTAgAEMHTqUI0eOYG1tTWVlJba2tiQkJDBmzBjpy4WJiQkAx44dqzWfu6ysjLKyMgYNGkRERARyuZzRo0fTrl27Ov1MSEjgu+++A+DWrVtcv34dU1NT9PT0GDlyJAADBw7kp59+alDMa4ozjRs3rk7u+NLSUkpLSxk8eDCgyZ3+tKkzZ86cwcnJiR49etS65sfp168fkZGRrF69mpEjR+Lk5NSgftdooydDr6r1lEx/Fq2pZPzzEHHQaE1x6NmxLUO6mj1Tye+WVCb8WejlNazk/LPGoaHttxTPex16+s0bj+Zuv7nbbklaUhy0bqAOmgH4kCFDGDJkCP369SM9Pb3egbqBgYE0L726uhobG5tahXce9deS9vWVuH/SMTVTcXR0dKR/A8hkMh4+fAiAl5cXW7ZswdraWurv49LUV1VVsWPHDgwNDWu9P2vWLN58802ysrKYNGkSsbGx9OnTR9quVCo5duwYO3bswMjICG9vbyoqKgDQ09OT+iyTyVCrX8xdterq6nrjq6urS1VVlfS6pt9WVlakpqaSlZXFmjVrGD58OPPnz2/w+Sb2tBB51EV2CxGH/2qtcWjsNbXWODyq5snJk67zeeLQkPZbiqb4PFQ+aN54NHf7L8PvREOIPOrP6erVq1y7dk16nZubS9euXYHHl6wHzWBPpVKRk5MDQGVlJVeuXJG279u3D4BTp07RoUMHOnToUKc9BwcH9u7dC8Du3btxdHRsVN/t7e0pKipiz5490l3qYcOGkZmZyd27dwGkaSBvvPEGiYmJta4ToKCgAFtbW2bNmsXAgQPJz8+vdY7S0lI6duyIkZEReXl5nDlz5qn9elLcAPbv3w9oYuTg4FBrW4cOHTA2NubUqVMAZGRk4Ozs/MR2HRwcOHnyJL/99luta+7WrRsXL14E4MKFC9y4oSmmUVxcjJGREQqFAn9/f2kfQRAEQRCEl5nW3VEvLy8nLCyMkpISdHV16dWrF6GhoQBMmjSJmTNn0rlz5zq50fX19dmwYQNhYWGUlpaiVqvx9fXFxsYGgI4dOzJlyhRpMSloprMsWLCAQ4cOERISwscff0xQUBAxMTHSYtLGGjt2LLm5uXTs2BEAGxsb5syZg7e3NzKZjFdffZWIiAiCg4MJDQ1FLpejVqtxcnIiNDSUuLg4lEolMpmMvn37MmLEiFrtjxgxguTkZORyOVZWVrz++utP7ZObmxshISEkJCSwYcOGOtsfPHiAl5cXVVVVrF27ts72yMhIaTFpjx49pLh4enqybNkyaTFpDTMzM0JDQ3nvvfeoqqqiU6dOxMbG4urqSkZGBgqFAjs7O3r37g3A5cuXWbVqFTKZjDZt2rB8+fKGhlsQBEEQBKHV0ql+3NyMVsTb27veRY/NYfbs2fj5+YnqpH+jP/4oE1NfxONMEYf/EnHQeBni8NUlzVPJJxWDep44NKT9lqIpPg+R2zV1V5ZMb56Uzs3d/svwO9EQYurLS6qkpARXV1cMDAzEIF0QBEEQBEF4blo39aU5/HWaTHMwNjbmwIEDzX4eQRAEQRAE4eWglXfUo6OjGTduHHK5HIVCwdmzZwHYtm0b9+/fb7LzKJVKfv755yZrT1sdPHiwVirI9evXc+zYMQBcXFxQqVR1jklKSiI9Pf2J7aamplJcXCy9Dg4OrnUeQRAEQRAE4dlp3R31nJwcjhw5QlpaGvr6+qhUKiorNcVs4uPjcXd3x8jIqM5xarVaStXYUNnZ2bRt25ZBg5pnPpi2OHjwIG+99RZ9+/YFeGoedICpU6c+dZ+0tDRsbGywtLQEkCqqCoIgCIIgCM9P6wbqd+7cwdTUVMpVXlMoKD4+ntu3b+Pr64uJiQkJCQk4ODjg5+fHjz/+yJIlSzA0NCQiIoLy8nJMTU0JDw/HwsICb29v+vfvz7lz56SsL2ZmZiQnJyOTyfj2228JCQmhS5cuBAUFoVKppKwvXbt2JTAwEAMDA65evcrNmzcJDw8nLS2NM2fOYG9vT0REBDt37uTKlSsEBQUBkJKSQl5eHkuXLiU9PZ2YmBipYNLq1atRqVQsW7aMmzdvAhAUFISjYaIuCAAAIABJREFUoyPZ2dnSgFdHR4fExETat6+98GDevHkUFRVRUVGBj48PkydPBjRpEX18fPj+++8xNDQkKiqKgoICDh8+THZ2NtHR0WzcuJGoqKhalUpjYmJQKpUArFmzhl69erFx40apamtubq6U9aVnz56sXLmS48ePc/78eT788EMp68vMmTOlRbtHjx5l3bp1qNVqTE1NiYuLq9UmaAotbdmyBTMzM95//32Kioqoqqpi3rx5uLm5NfgzIyqTtq5KlM9KxEGjqeJgb9aBwRYdm6BHgiAIwrPSuoH68OHD2bx5M66urgwbNgw3NzcGDx6Mj48P27ZtIy4uThq8l5eXY2NjQ0BAAJWVlXh7exMVFYWZmRn79u1j3bp1UirB+/fvk5yczMmTJwkKCmLPnj1MmTKl1sBxzpw5eHh44Onpya5duwgLCyMqKgrQLBaNj4/n0KFDzJkzh6SkJGxsbJg4cSK5ubmMGzcOd3d3PvroI/T09EhNTWXFihVcuXKF6OhokpKSMDMzk3KKf/bZZ/j6+uLk5MTNmzfx9/dn//79bN26lU8++QRHR0fu3buHgUHd0tkrV67ExMSEP//8k4kTJzJ69GhMTU0pLy/H3t6ehQsXsmrVKlJSUpg3bx4uLi61BuZ/1b59e3bt2kV6ejorV67kiy++qLV98eLFhISEMHjwYNavX8+mTZsIDg5m+/bt9WbTUalUhISEkJiYSI8ePaRrfpwffvgBCwsLvvzyS0CTK74xRGXS1lWJ8nmIOGg8bxx+K7mPXmk54/7RsrN9tKTqg89CVCZtHFGZtPX8LJ9XS4qD1g3U27VrR2pqKqdOnUKpVLJw4UIWLVpUb2VSXV1dXF1dAcjPz+fy5cu8++67gKbyZ+fOnaV9x40bB4CzszNlZWWUlJTUaS8nJ4eNGzcCoFAoWL16tbRt5MiR0h1xc3NzbG1tAejbty+FhYUMGDCAoUOHcuTIEaytramsrMTW1paEhATGjBkjfbkwMTEB4NixY7Xmc5eVlVFWVsagQYOIiIhALpczevRo2rVrV6efCQkJfPfddwDcunWL69evY2pqip6eHiNHjgRg4MCB/PTTTw2KeU1xpnHjxtXJHV9aWkppaSmDBw8GNLnTnzZ15syZMzg5OdGjR49a1/w4/fr1IzIyktWrVzNy5EicnJwa1O8aojKpSLkFIg41miIOX126QWWlukXH82X4PIjKpA0nKpO+HL8TDdHS0jNq3UAdNAPwIUOGMGTIEPr160d6enq9A3UDAwNpXnp1dTU2Nja1Cu886q8l7esrcf+kY2qm4ujo6Ej/BpDJZDx8+BAALy8vtmzZgrW1tdTfx6Wpr6qqYseOHRgaGtZ6f9asWbz55ptkZWUxadIkYmNj6dOnj7RdqVRy7NgxduzYgZGREd7e3lRUVACgp6cn9Vkmk6FWv5hpANXV1fXGV1dXl6qqKul1Tb+trKxITU0lKyuLNWvWMHz4cObPn/+39VcQBEEQBEEbaV3Wl6tXr3Lt2jXpdW5uLl27dgUeX7IeNIM9lUpFTk4OAJWVlVy5ckXavm/fPgBOnTpFhw4d6NChQ532HBwc2Lt3LwC7d+/G0dGxUX23t7enqKiIPXv2SHephw0bRmZmJnfv3gWQpoG88cYbJCYm1rpOgIKCAmxtbZk1axYDBw4kPz+/1jlKS0vp2LEjRkZG5OXlcebMmaf260lxA9i/fz+giZGDg0OtbR06dMDY2JhTp04BkJGRgbOz8xPbdXBw4OTJk/z222+1rrlbt25cvHgRgAsXLnDjhqaYRnFxMUZGRigUCvz9/aV9BEEQBEEQXmZad0e9vLycsLAwSkpK0NXVpVevXoSGhgIwadIkZs6cSefOnevkRtfX12fDhg2EhYVRWlqKWq3G19cXGxsbADp27MiUKVOkxaSgmc6yYMECDh06REhICB9//DFBQUHExMRIi0kba+zYseTm5tKxo2YRlo2NDXPmzMHb2xuZTMarr75KREQEwcHBhIaGIpfLUavVODk5ERoaSlxcHEqlEplMRt++fRkxYkSt9keMGEFycjJyuRwrKytef/31p/bJzc2NkJAQEhIS2LBhQ53tDx48wMvLi6qqKtauXVtne2RkpLSYtEePHlJcPD09WbZsmbSYtIaZmRmhoaG89957VFVV0alTJ2JjY3F1dSUjIwOFQoGdnR29e/cG4PLly6xatQqZTEabNm1Yvnx5Q8MtCIIgNKMLP/xG5OnbL7obz01PX1eaWvKsCm6X0dOicdMWBOF56VQ/bm5GK+Lt7V3vosfmMHv2bPz8/ER10r/RH3+UiTnqYt6hiMN/NdUc9VvlFXRpW3cx+4vUmEw0L8Pn4atLmqeSM/s/ftHv88Thq0s3uPDDb1r3OXgWTTFQBxjyD0veer1bE/SorsjtmrouS6Y3T8rol+F3oiHEHPWXVElJCV5eXtja2opBuiAIQhO7Va5Z0yJSRv69/vH/9XjiF4GWQgxShZZKqwbqAwYMoF+/flRXV6Orq0tISMgzFSNKSkrCyMgIDw8PAgMDmT59OnZ2ds16Z93Y2JgDBw40aZszZ85kzZo1GBsb4+DgQE5ODsXFxXz22Wf1TmHRRuvXr8fZ2Zn/+Z//edFdEQShEbq0NdCqAVrN3WNBEISXiVYN1A0NDcnIyAA0ubXXrl1ba8FlQzWkqmZL8NVXX9V5z9LS8oUN0p+l+mtDqqAKgiAIgiAIdWld1pcaZWVlGBsbA3Dv3j18fX3x9PRELpdz8OBBab/09HTkcrlUbAhg48aNxMTEPLH9R7ObZGZmEhgYCGgyoIwfPx53d3emT59e5zilUsmMGTMICAjA1dWVzz//nG+//ZaJEycil8spKCgA4PDhw3h5eeHh4YGfnx+///47ANnZ2SgUChQKBR4eHpSVlXH79m2mT5+OQqFg/PjxUoYVFxcXVCpVrfPfuHFDyihTUVHB0qVLkcvleHh4cOLECWmfadOm4enpiaenJz///LPUd29vbxYsWMCYMWNYtGiRlD7y+PHjeHh4IJfLWbp0KQ8ePJD6sGnTJqZOnUpmZiYFBQX4+/szYcIEpk2bRl5eHgBz584lPT0dgOTkZBYtWgRAYGAgmZmZda7n3LlzeHt7PzYmgiAIgiAILzutuqP+559/olAoqKio4M6dO8TFxQGafOmbN2+mffv2qFQqJk+ezKhRo/j111/rrfr5PKKiooiJicHS0rLeokgAly5dYt++fZiYmDBq1Ci8vLzYtWsXcXFxJCQkEBwcjKOjIykpKejo6LBz506+/vprAgMD6608mpKSwhtvvMHcuXNRq9Xcv3+/QX3dvn07oEklmZeXh7+/PwcOHJCyrBgYGHDt2jU++OADUlNTAbh48SJ79+7FwsKCqVOncvr0aezs7AgMDGTbtm1YWVmxePFivvnmG/z8/KT4JyUlAeDr68uKFSvo3bs3Z8+eZcWKFcTHx/Ppp58ydepUunfvTmxs7GPz2denIdVYnyQ5r4j/VFQ26pjWpKlKxrd0Ig4aTREHbVxIKgiC8DLSqoH6o1NfcnJyWLJkCXv27KG6upq1a9dy8uRJZDIZxcXF/P7775w4caLeqp/Pw8HBgcDAQMaOHcs777xT7z52dnZYWFgA0LNnT4YPHw5oKmwqlUoAioqKWLhwIXfu3OHBgwd0766Z61lf5VE7OzuCgoJ4+PAhb7/9NgMGDGhQX0+fPs2MGTMA6NOnD127diU/P59u3boRGhrKpUuXkMlktfLSv/baa7zyyisA9O/fn8LCQtq3b0/37t2xsrICNGkXt2/fLg3U3dzcAM2TjZycnFrTWWruvJubm7NgwQJ8fHzYtGlTo34WDanG+iRt9GToVb3cpeOft2R8ayHioPG8cejZsS1DupppVZntZylnr039bw4NjcmzxuFZYq7NtP069PSbP97aHoO/S0uKg1YN1B/l4ODA3bt3UalUZGVloVKpSE1NRU9PDxcXFyoqKh5b9bOxaipkAoSGhnL27FmOHDmCh4cH6enpmJqa1tr/r5VJa14/Wg00LCwMPz8/Ro0ahVKpZNOmTUD9lUednZ1JTEwkKyuLxYsX4+/vj4eHx1P7/bjr37ZtG+bm5mRkZFBVVcVrr71Wb991dXVRq9VPjaORkZF0PmNjY+nL1F9dvnwZExMTbt+uP+eurq6udK5HY/60aqxPM7GnhUjPKLIZiDj8V1PGQZvi2dhy9i/D56EhMXmeODQ25tqsJXweatJHNlc/W0IM/g4iPWMTycvLQ61WY2JiQmlpKZ06dUJPT48TJ05QWFgIaKp+zp8/Hz8/P0xNTfn3v//d4Du55ubm5OXlYWVlxcGDB6W7uAUFBdjb22Nvb8/3339PUVFRnYF6Q5SWlmJpaQkgzd2uad/W1hZbW1vOnDlDfn4+hoaGWFpaMmnSJMrLy7lw4UKDBurOzs7s3r2bYcOGkZ+fz61bt7C2tqa0tJRXXnkFmUxGWlqa9OXhcaytrSksLOT69ev06tWrVvXRR9Xced+/fz9jx46lurqa//u//6N///788ssvHD16lLS0NLy9vRk+fDg9evSodXy3bt04f/48b775Jv/617+eGJPGDNQFQXg53CqvaHD2l5dhKpSYoiQIrZ9WDdRr5qiD5u5tZGQkurq6yOVy5s6dy4QJExgwYADW1tbA46t+NsSiRYuYPXs2Xbp0wcbGhvLycgBWrVrF9evXqa6uZujQofTv3/+ZrmX+/PkEBARgaWmJvb09N25o/udSX+XRvXv3EhMTQ5s2bWjbti2RkZENOse0adNYtmwZcrkcXV1dwsPD0dfXZ9q0abz33ntkZmYyZMgQ2rZt+8R2DAwMCA8PJyAgALVazcCBAx+bOWf16tUsX76c6OhoHj58iJubG9bW1nz88ceEh4djaWnJkiVLCAoKIj4+vk5MgoOD+eKLL7C3t5fef1o1VkEQBKGuLm0NsDdrOY/wBUFovJeiMqnQuonKpOJxJog41GitcWhIFc5HtdY4NNbzViaFhsdcm7WEz4OoTPr3aGlTX7Q2PaMgCIIgCIIgvMzEQF0QBEEQBEEQtJBWDdQHDBiAQqHA3d29VqGexkpKSpIWcD5acMfb25tz5841WX+b28yZM6Vc7jUFmoqLi1mwYMGL7FajrF+/nmPHjr3obgiCIAiCILQ4WrWY9NE86j/88ANr164lMTGx0e08biFkS/PVV1/Vec/S0pINGza8gN6AWq1GV7dx+ZkfzbkuCIIgCIIgNJxW3VF/VFlZGcbGxoCm0I6vry+enp7I5XIOHjwo7Zeeno5cLsfd3Z2PPvoIgI0bNxITE/PE9mvuUANkZmYSGBgIwP79+xk/fjzu7u5Mnz69znFKpZIZM2YQEBCAq6srn3/+Od9++y0TJ05ELpdTUFAAwOHDh/Hy8sLDwwM/Pz9+//13ALKzs1EoFCgUCjw8PCgrK+P27dtMnz4dhULB+PHjOXXqFAAuLi6oVKpa579x4wbjx48HNLnIly5dilwux8PDgxMnTkj7TJs2DU9Pz1pPJpRKJd7e3ixYsIAxY8awaNEiKa/58ePH8fDwQC6Xs3TpUqmQkYuLC5s2bWLq1KlkZmZSUFCAv78/EyZMYNq0aeTl5QEwd+5c6SlGcnIyixYtAmo/0Xj0es6dO4e3t/djYyIIgiAIgvCy06o76jXpGSsqKrhz5w5xcXGAJn3g5s2bad++PSqVismTJzNq1Ch+/fVXoqOjSUpKwszMjH//+9/P3YeoqChiYmKwtLSUpp381aVLl9i3bx8mJiaMGjUKLy8vdu3aRVxcHAkJCQQHB+Po6EhKSgo6Ojrs3LmTr7/+msDAQLZu3conn3yCo6Mj9+7dw8DAgJSUFN544w3mzp2LWq3m/v37Derr9u3bAdi9ezd5eXn4+/tz4MABOnXqRGxsLAYGBly7do0PPviA1NRUAC5evMjevXuxsLBg6tSpnD59Gjs7OwIDA9m2bRtWVlYsXryYb775RqpMamBgQFJSEgC+vr6sWLGC3r17c/bsWVasWEF8fDyffvopU6dOpXv37sTGxrJjx44Gx7y+mDRGcl4R/6mobNQxrcnLkC+6IUQcNFprHETOcEEQXkZaNVB/dOpLTk4OS5YsYc+ePVRXV7N27VpOnjyJTCajuLiY33//nRMnTjBmzBjMzMwAGlW2/nEcHBwIDAxk7NixvPPOO/XuY2dnh4WFBQA9e/Zk+PDhAPTr1w+lUglAUVERCxcu5M6dOzx48IDu3TXprQYNGkRERARyuZzRo0fTrl077OzsCAoK4uHDh7z99tsMGDCgQX09ffo0M2bMAKBPnz507dqV/Px8unXrRmhoKJcuXUImk3Ht2jXpmNdee41XXnkFgP79+1NYWCgVMrKysgLA09OT7du3SwN1Nzc3QPNkIycnp9Z0lpo77+bm5ixYsAAfHx82bdrUqJ9FfTFpjDZ6MvSqXu7S8c9bMr61EHHQaI1x6NmxLUO6mjWq9HdLKhPenJ41Dnp5zV/S/u+k7dehp9/88db2GPxdWlIctGqg/igHBwfu3r2LSqUiKysLlUpFamoqenp6uLi4UFFRQVOlgH+0nH1oaChnz57lyJEjeHh4kJ6eXqcyqb6+vvRvmUwmvZbJZFIV0LCwMPz8/Bg1ahRKpZJNmzYBMGvWLN58802ysrKYNGkSsbGxODs7k5iYSFZWFosXL8bf379BlUkfd/3btm3D3NycjIwMqqqqeO211+rtu66uLmq1+qlxNDIyks5nbGwsfZn6q8uXL2NiYsLt27fr3a6rqyud69GY1xeTxlQmndjTQuRRF7lxRRz+q7XHoaHX1trj0FDPE4eaJzOtIY4t4fNQ+aB5490SYvB3EHnUm0heXh5qtRoTExNKS0vp1KkTenp6nDhxgsLCQgCGDRtGZmYmd+/eBWjU1Bdzc3Py8vKoqqqqNee9oKAAe3t7AgICMDU1paio6Jn6X1paiqWlJYA0d7umfVtbW2bNmsXAgQPJz8+nsLCQTp06MWnSJP75z39y4cKFBp3D2dmZ3bt3A5Cfn8+tW7ewtramtLSUzp07I5PJyMjIkL48PI61tTWFhYVcv34dgIyMDJydnevsV3Pnff/+/YBm4H7p0iUAfvnlF44ePUpaWhpbt27lt99+q3N8t27dOH/+PAD/+te/nhgTQRAEQRCEl51W3VGvmaMOmkFgZGQkurq6yOVy5s6dy4QJExgwYADW1tYA2NjYMGfOHLy9vZHJZLz66qtEREQ06FyLFi1i9uzZdOnSBRsbG8rLywFYtWoV169fp7q6mqFDh9K/f/9nupb58+cTEBCApaUl9vb23LihqfAWFxeHUqlEJpPRt29fRowYwd69e4mJiaFNmza0bduWyMjIBp1j2rRpLFu2DLlcjq6uLuHh4ejr6zNt2jTee+89MjMzGTJkCG3btn1iOwYGBoSHhxMQEIBarWbgwIGPzZyzevVqli9fTnR0NA8fPsTNzQ1ra2s+/vhjwsPDsbS0ZMmSJQQFBREfH18nJsHBwXzxxRfY29tL79cXE0EQBEEQhJedTnVTzR8RhBfkjz/KxNQX8ThTxOG/RBw0RBw0nicOX13S3GCa2b97U3bphWgJn4fI7ZoMbUumD2qW9ltCDP4OYuqLIAiCIAiCIAjPTQzUBUEQBEEQBEELadVAfcCAASgUCtzd3WsV6mmspKQkaQHnowV3vL29OXfuXJP1t7nNnDlTyuVeU6CpuLiYBQsWvMhuNcr69es5duzYi+6GIAiCIAhCi6NVi0kfzaP+ww8/sHbtWhITExvdzuMWQrY0X331VZ33LC0t2bBhwwvoDajVanR1G5ef+dGc64IgCIIgCELDadUd9UeVlZVhbGwMaArt+Pr64unpiVwur5VOMT09Hblcjru7Ox999BEAGzduJCYm5ont19yhBsjMzCQwMBCA/fv3M378eNzd3Zk+fXqd45RKJTNmzCAgIABXV1c+//xzvv32WyZOnIhcLqegoACAw4cP4+XlhYeHB35+fvz+++8AZGdno1AoUCgUeHh4UFZWxu3bt5k+fToKhYLx48dz6tQpAFxcXFCpVLXOf+PGDcaPHw9ocpEvXboUuVyOh4cHJ06ckPaZNm0anp6etZ5MKJVKvL29WbBgAWPGjGHRokVSXvPjx4/j4eGBXC5n6dKlUiEjFxcXNm3axNSpU8nMzKSgoAB/f38mTJjAtGnTyMvLA2Du3LnSU4zk5GQWLVoE1H6i8ej1nDt3Dm9v78fGRBAEQRAE4WWnVXfUa9IzVlRUcOfOHeLi4gBN+sDNmzfTvn17VCoVkydPZtSoUfz6669ER0eTlJSEmZlZo/KoP05UVBQxMTFYWlpK007+6tKlS+zbtw8TExNGjRqFl5cXu3btIi4ujoSEBIKDg3F0dCQlJQUdHR127tzJ119/TWBgIFu3buWTTz7B0dGRe/fuYWBgQEpKCm+88QZz585FrVZz//79BvV1+/btAOzevZu8vDz8/f05cOAAnTp1IjY2FgMDA65du8YHH3xAamoqABcvXmTv3r1YWFgwdepUTp8+jZ2dHYGBgWzbtg0rKysWL17MN998I1UmNTAwICkpCQBfX19WrFhB7969OXv2LCtWrCA+Pp5PP/2UqVOn0r17d2JjY9mxY0eDY15fTBojOa+I/1RUNuqY1qS1loyvj71ZBwZbdHzR3RAEQRCEv4VWDdQfnfqSk5PDkiVL2LNnD9XV1axdu5aTJ08ik8koLi7m999/58SJE4wZMwYzMzOARpWtfxwHBwcCAwMZO3Ys77zzTr372NnZYWFhAUDPnj0ZPnw4AP369UOpVAJQVFTEwoULuXPnDg8ePKB7d016q0GDBhEREYFcLmf06NG0a9cOOzs7goKCePjwIW+//TYDBgxoUF9Pnz7NjBkzAOjTpw9du3YlPz+fbt26ERoayqVLl5DJZFy7dk065rXXXuOVV14BoH///hQWFkqFjKysrADw9PRk+/bt0kDdzc0N0DzZyMnJqTWdpebOu7m5OQsWLMDHx4dNmzY16mdRX0wao42eDL2q1lcyvTFaY8n4v/qt5D56peWM+8fjU8W1pLLQzUnEQUPEQeNZ46CX1/wl7f9O2n4devrNH29tj8HfpSXFQasG6o9ycHDg7t27qFQqsrKyUKlUpKamoqenh4uLCxUVFTRVCvhHy9mHhoZy9uxZjhw5goeHB+np6ZiamtbaX19fX/q3TCaTXstkMqkKaFhYGH5+fowaNQqlUsmmTZsAmDVrFm+++SZZWVlMmjSJ2NhYnJ2dSUxMJCsri8WLF+Pv74+Hh8dT+/2469+2bRvm5uZkZGRQVVXFa6+9Vm/fdXV1UavVT42jkZGRdD5jY2Ppy9RfXb58GRMTE27fvl3vdl1dXelcj8a8vpj06dPniX161MSeFiKP+kuQG/erSzeorFQ/9lpfljg8jYiDhoiDxvPEoeZJXWuIY0v4PFQ+aN54t4QY/B1EHvUmkpeXh1qtxsTEhNLSUjp16oSenh4nTpygsLAQgGHDhpGZmcndu3cBGjX1xdzcnLy8PKqqqmrNeS8oKMDe3p6AgABMTU0pKip6pv6XlpZiaWkJIM3drmnf1taWWbNmMXDgQPLz8yksLKRTp05MmjSJf/7zn1y4cKFB53B2dmb37t0A5Ofnc+vWLaytrSktLaVz587IZDIyMjKkLw+PY21tTWFhIdevXwcgIyMDZ2fnOvvV3Hnfv38/oBm4X7p0CYBffvmFo0ePkpaWxtb/n737j6v5/h//f+scp5RflR/5bUUqX+mVJL25MNlEnH540yaOer17MVxMM6+RYmioGF5+1by2pB8W5lKZH2WzkW04frxiGGMt8is/duytZKlT3z/Ou+enVlFTnKPH9a/Oef56PO5OepzH8/G837ds4fr169WO79KlC+fPnwfgq6++empMBEEQBEEQmjq9mlGvWKMOukFgdHQ0crkcpVLJjBkzGDduHA4ODtjY2ABga2vL9OnTUalUyGQy+vTpQ1RUVJ2uNXfuXN555x06deqEra0tRUVFAKxcuZJr165RXl7OoEGDsLe3/0t9mTVrFiEhIVhZWeHk5MSNG7oKbwkJCajVamQyGb169WLo0KHs27ePuLg4mjVrhpmZGdHR0XW6RkBAAIsXL0apVCKXy4mMjMTY2JiAgADeffddMjMzcXNzw8zM7KnnMTExITIykpCQELRaLX379q01c86qVatYsmQJsbGxlJaW4uXlhY2NDQsXLiQyMhIrKyvmz59PWFgYiYmJ1WISHh7O5s2bcXJykt6vKSaCIAiCIAhNnVF5Q60fEYSX5LffCsXSlyZwO/PTSze4XVRMJ7OaHzZWKF7Nh2rr+wBtU/k8PIuIg87zxOHTS7oJpqn2tT8XYigM4fMQvU2XoW3+pP6Ncn5DiMGLIJa+CIIgCA3idlExZzXiD6sgCEJTpVdLXxwcHOjduzfl5eXI5XIWLVpE//71/2aZkpKCqakpvr6+hIaG8vrrrzNq1ChUKhXz5s3D0dGxEVrf8KZOncrq1atp3bo1zs7OZGdnc+fOHZYvX/7Sih7V17p163B1deW//uu/XnZThFdAJzOTWmf3XsXZoooZTUEQBKFp0quBuqhMWpWoTCoIgiAIgtB06e3SF1GZVFQmFQRBEARBaMr0akZdVCYVlUlFZdL6ayqVSZ/2IKkgCIIgvIr0aqAuKpOKyqSiMulf0xQqk3ZvY4ZbZ8unVpQzpGpzdfFXK0O+anH4q0QcdERlUh1974eoTPriGFIc9GqgXpmoTCoqk9aVqEz66j1E+TRNqTLpX6kM+SrG4a8QcdARlUl1DOHzICqTvhiGlp5Rbwfqda1MOmvWLIKCgrCwsOD333+v80xuRWVSa2trDh48KM3iVlQmdXJy4tChQ+Tn51cbqNfFsyqT2tnZcebMGXJzc2nevDlWVlarn909AAAgAElEQVT4+/tTVFTEhQsX6jRQr6hM6u7uXq0yaceOHZHJZKSlpdWrMmmPHj3qVJl09OjRlJeX8/PPP2Nvb1+lMqlKpWLw4MF069atyvEVlUmHDRtWY2XSyjGpz0BdEF5lt4uK65X9pakshfqz+uabFwRBMAR6NVAXlUlFZVJRmVQQhPq6XaS7QycG6oIgvGpEZVLB4InKpOJ2JryacfgrlSFfxTg8S01xaopxqImoTKpjCJ8HUZn0xTC0pS96m55REARBEARBEJoyMVAXBEEQBEEQBD2kVwN1BwcHfHx88Pb2rlKop75SUlKkBzgrF9xRqVScO3euwdrb2KZOnSrlcq8o0HTnzh1mz579MptVL+vWrePo0aMvuxmCIAiCIAgGR68eJq2cR/27775jzZo1JCcn1/s8tT0IaWg+/fTTau9ZWVmxfv36l9Aa0Gq1yOX1y9ddOee6IAiCIAiCUHd6NaNeWWFhIa1btwZ0hXYCAwPx8/NDqVRy8OBBab/09HSUSiXe3t588MEHAGzYsIG4uLinnr9ihhogMzOT0NBQADIyMhg7dize3t5MmjSp2nFqtZrJkycTEhKCp6cnH3/8MV9++SXjx49HqVSSl5cHwLfffsuECRPw9fUlKCiI+/fvA3DixAl8fHzw8fHB19eXwsJC7t69y6RJk/Dx8WHs2LGcOnUKAA8PDzQaTZXr37hxg7FjxwK6XOQLFixAqVTi6+vL8ePHpX0CAgLw8/OrcmdCrVajUqmYPXs2o0aNYu7cuVJe82PHjuHr64tSqWTBggVSISMPDw82btzIxIkTyczMJC8vj+DgYMaNG0dAQAA5OTkAzJgxQ7qLsX37dubOnQtUvaNRuT/nzp1DpVLVGhNBEARBEISmTq9m1CvSMxYXF3Pv3j0SEhIAXfrATZs20bJlSzQaDW+99RYjRozgl19+ITY2lpSUFCwtLfn999+fuw0xMTHExcVhZWUlLTv5s0uXLrF//37Mzc0ZMWIEEyZMYNeuXSQkJJCUlER4eDguLi7s3LkTIyMjvvjiCz777DNCQ0PZsmULH374IS4uLjx69AgTExN27tzJkCFDmDFjBlqtlsePH9eprdu2bQNgz5495OTkEBwczIEDB2jbti3x8fGYmJhw9epV3n//fVJTUwH46aef2LdvHx06dGDixImcPn0aR0dHQkND2bp1K9bW1sybN4/PP/9cqkxqYmJCSkoKAIGBgSxdupTXXnuNs2fPsnTpUhITE/noo4+YOHEiXbt2JT4+nh07dtQ55jXFpD625+Tzv8Ul9TrmVdJU82b/2asYh9tFxXQyq9/vgyAIgvDq0KuBeuWlL9nZ2cyfP5+9e/dSXl7OmjVrOHnyJDKZjDt37nD//n2OHz/OqFGjsLS0BKhX2fraODs7ExoayujRo3nzzTdr3MfR0ZEOHToA0L17dwYPHgxA7969UavVAOTn5zNnzhzu3bvHkydP6NpVl96qf//+REVFoVQqGTlyJC1atMDR0ZGwsDBKS0t54403cHBwqFNbT58+zeTJkwHo2bMnnTt3Jjc3ly5duhAREcGlS5eQyWRcvXpVOqZfv3507NgRAHt7e27evCkVMrK2tgbAz8+Pbdu2SQN1Ly8vQHdnIzs7u8pyloqZ93bt2jF79mymTJnCxo0b6/VvUVNM6qOZQoairH5Lcl41CkXT7n+FVy0O3duY4dbZst7lrg2pPHZDUOTIuf6wiK05t//fm5V/biBunS0Z2r1dg5+3sf3Vz4Mip/FL2r9I+t4PhXHjx1vfY/CiGFIc9GqgXpmzszMPHjxAo9GQlZWFRqMhNTUVhUKBh4cHxcXFNFQK+Mrl7CMiIjh79iyHDx/G19eX9PT0apVJjY2NpZ9lMpn0WiaTSVVAly1bRlBQECNGjECtVrNx40YApk2bxrBhw8jKysLf35/4+HhcXV1JTk4mKyuLefPmERwcXKfKpLX1f+vWrbRr147du3dTVlZGv379amy7XC5Hq9U+M46mpqbS9Vq3bi19mfqzy5cvY25uzt27d2vcLpfLpWtVjnlNMalPZdLx3TuIPOoiN+4rHYf69OtVjkNtSkq0lJdT5Y6KQtGwd1huFxVTUqLFwdSw7nA8z+ehIn6vwufJEH4vSp40brwNIQYvgqHlUdfbgXpOTg5arRZzc3MKCgpo27YtCoWC48ePc/PmTQDc3d2ZNWsWQUFBWFhY8Pvvv9d5Jrddu3bk5ORgbW3NwYMHpVncvLw8nJyccHJy4tChQ+Tn51cbqNdFQUEBVlZWANLa7Yrz29nZYWdnx5kzZ8jNzaV58+ZYWVnh7+9PUVERFy5cqNNA3dXVlT179uDu7k5ubi63b9/GxsaGgoICOnbsiEwmIy0tTfryUBsbGxtu3rzJtWvX6NGjB7t378bV1bXafhUz7xkZGYwePZry8nJ+/vln7O3t+fHHHzly5AhpaWmoVCoGDx5Mt27dqhzfpUsXzp8/z7Bhw/jqq6+eGpP6DNQFQRA6mZk0asGjiuI/giAIL5JeDdQr1qiDbvY2OjoauVyOUqlkxowZjBs3DgcHB2xsbACwtbVl+vTpqFQqZDIZffr0ISoqqk7Xmjt3Lu+88w6dOnXC1taWoqIiAFauXMm1a9coLy9n0KBB2Nvb/6W+zJo1i5CQEKysrHBycuLGDd1/8gkJCajVamQyGb169WLo0KHs27ePuLg4mjVrhpmZGdHR0XW6RkBAAIsXL0apVCKXy4mMjMTY2JiAgADeffddMjMzcXNzw8zM7KnnMTExITIykpCQELRaLX379q01c86qVatYsmQJsbGxlJaW4uXlhY2NDQsXLiQyMhIrKyvmz59PWFgYiYmJ1WISHh7O5s2bcXJykt6vKSaCIAiCIAhNnVF5Q60fEYSX5LffCsXSF3E7U8Th/zTFONRU6r6xZtQrX8MQPE8cDLXPNTGE34vobboMbfMn9W+U8xtCDF4EQ1v6orfpGQVBEARBEAShKRMDdUEQBEEQBEHQQ3o1UHdwcMDHxwdvb+8qhXrqKyUlRXqAs3LBHZVKxblz5xqsvY1t6tSpUi73igJNd+7cYfbs2S+zWfWybt06jh49+rKbIQiCIAiCYHD06mHSynnUv/vuO9asWUNycnK9z1Pbg5CG5tNPP632npWVFevXr38JrQGtVotcXr881ZVzrguCIAiCIAh1p1cz6pUVFhbSunVrQFdoJzAwED8/P5RKJQcPHpT2S09PR6lU4u3tzQcffADAhg0biIuLe+r5K2aoATIzMwkNDQUgIyODsWPH4u3tzaRJk6odp1armTx5MiEhIXh6evLxxx/z5ZdfMn78eJRKJXl5eQB8++23TJgwAV9fX4KCgrh//z4AJ06cwMfHBx8fH3x9fSksLOTu3btMmjQJHx8fxo4dy6lTpwDw8PBAo9FUuf6NGzcYO3YsoMtFvmDBApRKJb6+vhw/flzaJyAgAD8/vyp3JtRqNSqVitmzZzNq1Cjmzp0r5TU/duwYvr6+KJVKFixYIBUy8vDwYOPGjUycOJHMzEzy8vIIDg5m3LhxBAQEkJOTA8CMGTOkuxjbt29n7ty5QNU7GpX7c+7cOVQqVa0xEQRBEARBaOr0aka9Ij1jcXEx9+7dIyEhAdClD9y0aRMtW7ZEo9Hw1ltvMWLECH755RdiY2NJSUnB0tKS33///bnbEBMTQ1xcHFZWVtKykz+7dOkS+/fvx9zcnBEjRjBhwgR27dpFQkICSUlJhIeH4+Liws6dOzEyMuKLL77gs88+IzQ0lC1btvDhhx/i4uLCo0ePMDExYefOnQwZMoQZM2ag1Wp5/Phxndq6bds2APbs2UNOTg7BwcEcOHCAtm3bEh8fj4mJCVevXuX9998nNTUVgJ9++ol9+/bRoUMHJk6cyOnTp3F0dCQ0NJStW7dibW3NvHnz+Pzzz6XKpCYmJqSkpAAQGBjI0qVLee211zh79ixLly4lMTGRjz76iIkTJ9K1a1fi4+PZsWNHnWNeU0zqY3tOPv9bXFKvY14lipyGLexiqEQcdJpiHG4XFdPJzLAKEQmCINSFXg3UKy99yc7OZv78+ezdu5fy8nLWrFnDyZMnkclk3Llzh/v373P8+HFGjRqFpaUlQL3K1tfG2dmZ0NBQRo8ezZtvvlnjPo6OjnTo0AGA7t27M3jwYAB69+6NWq0GID8/nzlz5nDv3j2ePHlC16669Fb9+/cnKioKpVLJyJEjadGiBY6OjoSFhVFaWsobb7yBg4NDndp6+vRpJk+eDEDPnj3p3Lkzubm5dOnShYiICC5duoRMJuPq1avSMf369aNjx44A2Nvbc/PmTamQkbW1NQB+fn5s27ZNGqh7eXkBujsb2dnZVZazVMy8t2vXjtmzZzNlyhQ2btxYr3+LmmJSH80UMhRlr1bp+PpSKJp2/yuIOOg0tTh0b2OGW2fLamXBG7JMuCKn8cu7N5a/2mZD7nNN9L0fCuPGj7e+x+BFMaQ46NVAvTJnZ2cePHiARqMhKysLjUZDamoqCoUCDw8PiouLaagU8JXL2UdERHD27FkOHz6Mr68v6enp1SqTGhsbSz/LZDLptUwmk6qALlu2jKCgIEaMGIFarWbjxo0ATJs2jWHDhpGVlYW/vz/x8fG4urqSnJxMVlYW8+bNIzg4uE6VSWvr/9atW2nXrh27d++mrKyMfv361dh2uVyOVqt9ZhxNTU2l67Vu3Vr6MvVnly9fxtzcnLt379a4XS6XS9eqHPOaYlKfyqTju3cQedRFblwRh//TlONQud8NHYeKuxSGFtvniYOh9rkmhvB7UfKkceNtCDF4EUQe9QaSk5ODVqvF3NycgoIC2rZti0Kh4Pjx49y8eRMAd3d3MjMzefDgAUC9lr60a9eOnJwcysrKqqx5z8vLw8nJiZCQECwsLMjPz/9L7S8oKMDKygpAWrtdcX47OzumTZtG3759yc3N5ebNm7Rt2xZ/f3/++7//mwsXLtTpGq6uruzZsweA3Nxcbt++jY2NDQUFBbRv3x6ZTMbu3bulLw+1sbGx4ebNm1y7dg2A3bt34+rqWm2/ipn3jIwMQDdwv3TpEgA//vgjR44cIS0tjS1btnD9+vVqx3fp0oXz588D8NVXXz01JoIgCIIgCE2dXs2oV6xRB90gMDo6GrlcjlKpZMaMGYwbNw4HBwdsbGwAsLW1Zfr06ahUKmQyGX369CEqKqpO15o7dy7vvPMOnTp1wtbWlqKiIgBWrlzJtWvXKC8vZ9CgQdjb2/+lvsyaNYuQkBCsrKxwcnLixg1dhbeEhATUajUymYxevXoxdOhQ9u3bR1xcHM2aNcPMzIzo6Og6XSMgIIDFixejVCqRy+VERkZibGxMQEAA7777LpmZmbi5uWFmZvbU85iYmBAZGUlISAharZa+ffvWmjln1apVLFmyhNjYWEpLS/Hy8sLGxoaFCxcSGRmJlZUV8+fPJywsjMTExGoxCQ8PZ/PmzTg5OUnv1xQTQRAEQRCEps6ovKHWjwjCS/Lbb4Vi6Yu4nSni8H9EHHQaOg6fXtJNtky179pg53wRnicOhtrnmhjC70X0Nl2GtvmT+jfK+Q0hBi+CWPoiCIIgCIIgCMJza5IDdVEB9enCw8P55ZdfAPjkk09ecmsEQRAEQRCaJr1ao/6iiAqoT7d8+XLp582bNzN9+vR6Hf/nCqZ/paKpIAiCIAhCU9ckB+qV/bkC6syZM3n48CGlpaWEhITwxhtvALrMLXFxcRgZGWFnZ8eqVavYsGEDZmZmBAcH13p+Z2dnsrOzAV0F1MOHDxMVFUVGRgabNm1CJpPRqlUrqXhRBbVazfr16zE3Nyc3N5cBAwawZMkSZDIZixcv5ty5cxQXF+Pp6cns2bMBXeVPX19fDh06RGlpKf/617/o2bMnP/74IytWrOCPP/6gefPmrFixAhsbG7RaLR9//DHff/89AP7+/qhUKlQqFfPmzePAgQPSA769evVi9erV7N69m6SkJEpKSnBycmLx4sXI5XKcnZ0JCgri+++/Z/78+cybN49x48bxww8/MHnyZB49esSOHTsoKSmhR48erFy5ElNTUzQaDYsXL+bWrVsAhIWF4eLi0rD/yIIgCIIgCAaoSQ7UDaUC6o8//sj+/fvp3Lkz//jHP/jqq68YNWoUc+bMwdzcHK1WS1BQEJcuXZKy01hYWJCWlsa2bdvYsmULy5cvx8bGhuTkZJo1a8bRo0dZu3YtGzZsYMeOHdy4cYO0tDSaNWtWrV///Oc/2bZtm3T3IScnh4yMDFJSUlAoFCxZsoQ9e/bg6+tLUVERtra2VYohVa5o+uDBA/z9/QFYu3Ytu3btQqVSsXz5cgIDAxkwYAC3bt0iODhYSv9YV6IyadOrRFmThoqDk2UrBnZo0wAtEgRBEITn0yQH6oZSAbVfv35069YNgDFjxnD69GlGjRpFRkYGO3fupLS0lHv37pGTkyMN1EeOHAlA3759+frrrwFdTvf58+dz7do1jIyMKCnRDWqPHTvG22+/TbNmzerUr2PHjnH+/HnGjx8P6L7wtG3bFtAVM/L09Kyyf0VFU4ArV67wr3/9i4KCAh49esSQIUMAOHr0qLQeHnR3OAoLC2nZsu5PRYvKpE2vEmVtnjcO1x8+RlFQxJj/z7CzXBhS1b3GJCqT6ojKpDr63g9RmfTFMaQ4NMmBemX6XAHVyMio2uvr16+zZcsWdu3aRZs2bQgNDa1yXoVCAVStkrpu3Trc3NzYtGkTN27cYMqUKYAuV/2fr/E05eXl+Pn5MXfu3GrbTExMqq1Dr6hoCrqHbWNiYrC3tyc1NZUTJ04AUFZWxo4dO2jevHmd2/FnojKpSLkFDROHTy/doKREa9DxFJ8HncaoTHq7qJgV311ssHO+CArFX7/TdLuomE5mJq/E58kQfi9EZdIXQ6RnNDD6XAH1xx9/5Pr165SVlZGRkYGLiwuPHj3C1NSUVq1acf/+fY4cOfLMNlSukpqWlia9P3jwYLZv305paWmt/WrWrJk0A+/u7s6BAwf47bffpP0rYvQsjx49on379pSUlEjVVAGGDBlS5UHeixcN64+gIAjCq6qTmQlOloYz8ygIr6ImOaNuKBVQ//a3v7F69WouX77MgAEDePPNN6Xrjxkzhm7dutG//7MLI/zjH/8gNDSU+Ph4Bg0aJL0/YcIErl69ire3N82aNcPf35/JkydXOdbf3x9vb2/69OnD6tWree+99/if//kfysrKUCgUfPjhh3Tp0uWZbQgJCWHChAl06dKF3r178+jRI0CXCjIiIgKlUolWq2XAgAFEREQ883yCIAgvWiczE4Mr/iNmUQXBsInKpHpKrVazZcsWNm/e/LKbovdEZVLxhxgabukLGHYlRvF50BGVSXXE50HHEOIgKpO+GIa29KVJzqgLgiDU5nZRsTQoMwQiS40gCMKrSwzU9ZSbmxtubm4vuxmCIOix20W6B8nFQF0QBOHVpFcDdQcHB3r37k15eTlyuZxFixbVaQ32n6WkpGBqaoqvry+hoaG8/vrrjBo1Sirk4+jo2Aitb3hTp05l9erVtG7dWiqcdOfOHZYvX8769etfdvPqZN26dbi6uvJf//VfL7spglAnhrQO2ZBm/gVBEIT606uBeuX85t999x1r1qypkhGkriZOnNjQTXspPv3002rvWVlZvbRBularrZaC8VkqF0ASBEEQBEEQ6k5v0zMWFhbSunVrQJfaLzAwED8/P5RKZZU0h+np6SiVSry9vfnggw8A2LBhA3FxcU89v7Ozs/RzZmYmoaGhAGRkZDB27Fi8vb2ZNGlStePUajWTJ08mJCQET09PPv74Y7788kvGjx+PUqkkLy8PgG+//ZYJEybg6+tLUFAQ9+/fB+DEiRP4+Pjg4+ODr68vhYWF3L17l0mTJuHj48PYsWM5deoUAB4eHmg0mirXv3HjBmPHjgV0edkXLFiAUqnE19eX48ePS/sEBATg5+eHn58f//nPf6S2q1QqZs+ezahRo5g7d66UI/7YsWP4+vqiVCpZsGABT548kdqwceNGJk6cSGZmJnl5eQQHBzNu3DgCAgLIyckBYMaMGaSnpwOwfft2Kdd6aGgomZmZ1fpz7tw5VCpVrTERBEEQBEFo6vRqRr0ibWJxcTH37t0jISEB0BXT2bRpEy1btkSj0fDWW28xYsQIfvnlF2JjY0lJScHS0rJe+c1rExMTQ1xcHFZWVjx8+LDGfS5dusT+/fsxNzdnxIgRTJgwgV27dpGQkEBSUhLh4eG4uLiwc+dOjIyM+OKLL/jss88IDQ1ly5YtfPjhh1JOdBMTE3bu3MmQIUOYMWMGWq2Wx48f16mt27ZtA2DPnj3k5OQQHBzMgQMHaNu2LfHx8ZiYmHD16lXef/99UlNTAfjpp5/Yt28fHTp0YOLEiZw+fRpHR0dCQ0PZunUr1tbWzJs3j88//5ygoCAp/ikpKQAEBgaydOlSXnvtNc6ePcvSpUtJTEzko48+YuLEiXTt2pX4+Hh27NhR55jXFJP62J6Tz/8Wl9TrmFeJIuevFzR5lTREHCoKvAiCIAiCPtCrgXrlpS/Z2dnMnz+fvXv3Ul5ezpo1azh58iQymYw7d+5w//59jh8/zqhRo7C0tATA3Nz8udvg7OxMaGgoo0eP5s0336xxH0dHRzp06ABA9+7dGTx4MAC9e/dGrVYDkJ+fz5w5c7h37x5Pnjyha1fdmtf+/fsTFRWFUqlk5MiRtGjRAkdHR8LCwigtLeWNN97AwcGhTm09ffq0lPe8Z8+edO7cmdzcXLp06UJERASXLl1CJpNx9epV6Zh+/frRsWNHAOzt7bl58yYtW7aka9euWFtbA+Dn58e2bdukgbqXlxegu7ORnZ1dZTlLxcx7u3btmD17NlOmTGHjxo31+reoKSb10UwhQ1H2fKXjDZ1C0bT7X+F549C9jRlunS0Nprx0bSXeDaX9ja0h41BbrA2BIba5Meh7HBTGjf8Z0/cYvCiGFAe9GqhX5uzszIMHD9BoNGRlZaHRaEhNTUWhUODh4UFxcTENlQK+uLhY+jkiIoKzZ89y+PBhfH19SU9Px8LCosr+xsbG0s8ymUx6LZPJ0Gp1M3rLli0jKCiIESNGoFar2bhxIwDTpk1j2LBhZGVl4e/vT3x8PK6uriQnJ5OVlcW8efMIDg7G19f3me2urf9bt26lXbt27N69m7KyMvr161dj2+VyOVqt9plxNDU1la7XunVr6cvUn12+fBlzc3Pu3r1b43a5XC5dq3LMa4pJz549n9qmysZ37yDyqIvcuA0aB0OJZ8UdhMrtFZ8HnYaOQ02xNgTi86BjCHEoedK4nzFDiMGLIPKoN5CcnBy0Wi3m5uYUFBTQtm1bFAoFx48fl8rWu7u7M2vWLIKCgrCwsOD333+v80xuu3btyMnJwdramoMHD0qzuHl5eTg5OeHk5MShQ4fIz8+vNlCvi4KCAqysrACktdsV57ezs8POzo4zZ86Qm5tL8+bNsbKywt/fn6KiIi5cuFCngbqrqyt79uzB3d2d3Nxcbt++jY2NDQUFBXTs2BGZTEZaWpr05aE2NjY23Lx5k2vXrtGjRw92796Nq6trtf0qZt4zMjIYPXo05eXl/Pzzz9jb2/Pjjz9y5MgR0tLSUKlUDB48mG7dulU5vkuXLpw/f55hw4bx1VdfPTUm9RmoC0JT9ue87w2xBEjkZhcEQdAPejVQr1ijDrrZ2+joaORyOUqlkhkzZjBu3DgcHBywsbEBwNbWlunTp6NSqZDJZPTp04eoqKg6XWvu3Lm88847dOrUCVtbW4qKigBYuXIl165do7y8nEGDBmFvb/+X+jJr1ixCQkKwsrLCycmJGzd0f0gTEhJQq9XIZDJ69erF0KFD2bdvH3FxcTRr1gwzMzOio6PrdI2AgAAWL16MUqlELpcTGRmJsbExAQEBvPvuu2RmZuLm5oaZmdlTz2NiYkJkZCQhISFotVr69u1ba+acVatWsWTJEmJjYyktLcXLywsbGxsWLlxIZGQkVlZWzJ8/n7CwMBITE6vFJDw8nM2bN+Pk5CS9X1NMBEF4OURudkEQBP1hVN5Q60cE4SX57bdCsfRF3M5sknGoqaz988ahpnMaoob+PBhqXJri70VNDCEO0dt0GdrmT6p//Zi6MIQYvAiGtvRFb9MzCoIgCIIgCEJTJgbqgiAIgiAIgqCH9Gqg7uDggI+PD97e3lUK9dRXSkqK9ABn5YI7KpWKc+fONVh7G9vUqVOlXO4VBZru3LnD7NmzX2az6mXdunUcPXr0ZTdDEARBEATB4OjVw6SV86h/9913rFmzhuTk5Hqfp7YHIQ3Np59+Wu09Kysr1q9f/xJaA1qtFrm8fnmqK+dcFwRBEARBEOpOr2bUKyssLKR169aArtBOYGAgfn5+KJVKDh48KO2Xnp6OUqnE29ubDz74AIANGzYQFxf31PNXzFADZGZmEhoaCkBGRgZjx47F29ubSZMmVTtOrVYzefJkQkJC8PT05OOPP+bLL79k/PjxKJVK8vLyAPj222+ZMGECvr6+BAUFcf/+fQBOnDiBj48PPj4++Pr6UlhYyN27d5k0aRI+Pj6MHTuWU6dOAeDh4YFGo6ly/Rs3bjB27FhAl4t8wYIFKJVKfH19OX78uLRPQEAAfn5+Ve5MqNVqVCoVs2fPZtSoUcydO1fKa37s2DF8fX1RKpUsWLBAKmTk4eHBxo0bmThxIpmZmeTl5REcHMy4ceMICAggJycHgBkzZkh3MbZv387cuXOBqnc0Kvfn3LlzqFSqWmMiCIIgCILQ1OnVjHpFesbi4mLu3btHQkICoEsfuGnTJlq2bIlGo+Gtt95ixIgR/PLLL8TGxpKSkoKlpSW///77c7chJiaGuLg4rKyspGUnf3bp0iX279+Pubk5I0aMYMKECezatYuEhASSkpIIDw/HxcWFnf0oDeEAACAASURBVDt3YmRkxBdffMFnn31GaGgoW7Zs4cMPP8TFxYVHjx5hYmLCzp07GTJkCDNmzECr1fL48eM6tXXbtm0A7Nmzh5ycHIKDgzlw4ABt27YlPj4eExMTrl69yvvvv09qaioAP/30E/v27aNDhw5MnDiR06dP4+joSGhoKFu3bsXa2pp58+bx+eefS5VJTUxMSElJASAwMJClS5fy2muvcfbsWZYuXUpiYiIfffQREydOpGvXrsTHx7Njx446x7ymmNTH9px8/re4pF7HvEoaIm/2q6ApxuF2UTGdzOr3+yIIgiAYDr0aqFde+pKdnc38+fPZu3cv5eXlrFmzhpMnTyKTybhz5w7379/n+PHjjBo1CktLS4B6la2vjbOzM6GhoYwePZo333yzxn0cHR3p0KEDAN27d2fw4MEA9O7dG7VaDUB+fj5z5szh3r17PHnyhK5ddSm9+vfvT1RUFEqlkpEjR9KiRQscHR0JCwujtLSUN954AwcHhzq19fTp00yePBmAnj170rlzZ3Jzc+nSpQsRERFcunQJmUzG1atXpWP69etHx44dAbC3t+fmzZtSISNra2sA/Pz82LZtmzRQ9/LyAnR3NrKzs6ssZ6mYeW/Xrh2zZ89mypQpbNy4sV7/FjXFpD6aKWQoyp6vdLyhUyiadv8rNLU4dG9jhltny2rlsJ+nPLYiR871h0Vszbn9vM17uRq4/fmPn9CttalBlR6vYIhtbgz6HgeFse7/r8Zsp77H4EUxpDjo1UC9MmdnZx48eIBGoyErKwuNRkNqaioKhQIPDw+Ki4tpqBTwlcvZR0REcPbsWQ4fPoyvry/p6enVKpMaGxtLP8tkMum1TCaTqoAuW7aMoKAgRowYgVqtZuPGjQBMmzaNYcOGkZWVhb+/P/Hx8bi6upKcnExWVhbz5s0jODi4TpVJa+v/1q1badeuHbt376asrIx+/frV2Ha5XI5Wq31mHE1NTaXrtW7dWvoy9WeXL1/G3Nycu3fv1rhdLpdL16oc85piUp/KpOO7dxB51EVu3CYdh8r9ft44lJRoKS/H4O9OKBQNe4elo6kxfVqZGdxnrCn/XlRmCHEoeaL7vDZWOw0hBi+CoeVR19uBek5ODlqtFnNzcwoKCmjbti0KhYLjx49z8+ZNANzd3Zk1axZBQUFYWFjw+++/13kmt127duTk5GBtbc3BgwelWdy8vDycnJxwcnLi0KFD5OfnVxuo10VBQQFWVlYA0trtivPb2dlhZ2fHmTNnyM3NpXnz5lhZWeHv709RUREXLlyo00Dd1dWVPXv24O7uTm5uLrdv38bGxoaCggI6duyITCYjLS1N+vJQGxsbG27evMm1a9fo0aMHu3fvxtXVtdp+FTPvGRkZjB49mvLycn7++Wfs7e358ccfOXLkCGlpaahUKgYPHky3bt2qHN+lSxfOnz/PsGHD+Oqrr54ak/oM1AVBaFidzEwMrrDPn4lBiSAIrwK9GqhXrFEH3extdHQ0crkcpVLJjBkzGDduHA4ODtjY2ABga2vL9OnTUalUyGQy+vTpQ1RUVJ2uNXfuXN555x06deqEra0tRUVFAKxcuZJr165RXl7OoEGDsLe3/0t9mTVrFiEhIVhZWeHk5MSNG7qqdgkJCajVamQyGb169WLo0KHs27ePuLg4mjVrhpmZGdHR0XW6RkBAAIsXL0apVCKXy4mMjMTY2JiAgADeffddMjMzcXNzw8zM7KnnMTExITIykpCQELRaLX379q01c86qVatYsmQJsbGxlJaW4uXlhY2NDQsXLiQyMhIrKyvmz59PWFgYiYmJ1WISHh7O5s2bcXJykt6vKSaCIAiCIAhNnVF5Q60fEYSX5LffCsXSFzFzKOLwf543Dp9e0k0qiBn1V4OIg44hxCF6my5D2/xJ/Rvl/IYQgxfB0Ja+6G16RkEQBEEQBEFoyvRyoB4bG8uYMWNQKpX4+Phw9uxZQPeQZF1TF9aFWq3+y9VPDcnBgwf55ZdfpNeVq4XWlKsdqlZ3rU1qaip37tyRXoeHh1e5jiAIgiAIgvDX6dUaddClZTx8+DBpaWkYGxuj0WgoKdHlyE5MTMTb21vKQlLZX6maeeLECczMzOjfv3FuM+mLgwcP8vrrr9OrVy+gbtVC61LdNS0tDVtbW+mh2eXLlz9fQwVBEARBEASJ3g3U7927h4WFhZRGsCJHemJiInfv3iUwMBBzc3OSkpJwdnYmKCiI77//nvnz59O8eXOioqIoKirCwsKCyMhIOnTogEqlwt7ennPnzlFYWMiKFSuwtLRk+/btyGQyvvzySxYtWkSnTp0ICwtDo9FgaWlJZGQknTt3JjQ0FBMTE3799Vdu3bpFZGQkaWlpnDlzBicnJ6Kiovjiiy+4cuUKYWFhAOzcuZOcnBwWLFhAeno6cXFxGBkZYWdnx6pVq9BoNCxevJhbt24BEBYWhouLCydOnJAGvEZGRiQnJ9OyZdX1TDNnziQ/P5/i4mKmTJnCW2+9BehSWk6ZMoVDhw7RvHlzYmJiyMvL49tvv+XEiRPExsayYcMGYmJieP311xk1ahQAcXFxUv731atX06NHDzZs2ICZmRnBwcFcvHiRxYsX8/jxY7p3786KFSs4duwY58+f55///CfNmzdnx44dTJ06lXnz5uHo6MiRI0dYu3YtWq0WCwsLEhISqpwTYOzYsXzyySdYWlry3nvvkZ+fT1lZGTNnzpRytwuCIAiCIDRVejdQHzx4MJs2bcLT0xN3d3e8vLwYOHAgU6ZMYevWrSQkJEiD96KiImxtbQkJCaGkpASVSkVMTAyWlpbs37+ftWvXEhkZCcDjx4/Zvn07J0+eJCwsjL179/L2229XGThOnz4dX19f/Pz82LVrF8uWLSMmJgaAhw8fkpiYyDfffMP06dNJSUnB1taW8ePHc/HiRcaMGYO3tzcffPABCoWC1NRUli5dypUrV2qsnrp8+XICAwMZMGAAt27dIjg4mIyMjDpV6VyxYgXm5ub88ccfjB8/npEjR2JhYUFRURFOTk7MmTOHlStXsnPnTmbOnImHh0eVgfmftWzZkl27dpGens6KFSvYvHlzle3z5s1j0aJFDBw4kHXr1rFx40bCw8PZtm2bNDCvTKPRsGjRIpKTk+nWrdszK8Z+9913dOjQgX//+9+ALrVlfYjKpE2vImdNRBx0njcOotqpIAiC/tC7gXqLFi1ITU3l1KlTqNVq5syZw9y5cxk3bly1feVyOZ6engDk5uZy+fJl/v73vwNQVlZG+/btpX3HjBkD6HKPFxYW8vDhw2rny87OZsOGDQD4+PiwatUqadvw4cOlGfF27dphZ2cHQK9evbh58yYODg4MGjSIw4cPY2NjQ0lJCXZ2diQlJdVYPfXo0aNV1nMXFhZSWFhYpyqdSUlJfP311wDcvn2ba9euYWFhgUKhYPjw4QD07duXH374oU4xHzt2rBSjii82FQoKCigoKGDgwIGArmrps5bOnDlzhgEDBkh51J+V2753795ER0ezatUqhg8fzoABA+rU7gqiMmnTq8hZGxEHneeJQ23VTg3Rq9CHhiDioKPvcRCVSV8cQ4qD3g3UQTcAd3Nzw83Njd69e5Oenl7jQN3ExERal15eXo6trS07duyo8ZxGRkZPff2sYyqW4hgZGVWrTFpaWgrAhAkT+OSTT7CxsZHaW1v2y7KyMnbs2EHz5s2rvP+sKp1qtZqjR4+yY8cOTE1NUalUUpVPhUIhtblyldQXrby8vMb4yuVyysrKpNcV7ba2tiY1NZWsrCxWr17N4MGDmTVrVp2vJyqTipRbIOJQoaHiYOixFJ8HHREHHUOIg6hM+mKI9IzP6ddff+Xq1avS64sXL9K5c2dAN9v+6NGjGo+ztrZGo9GQnZ0NQElJCVeuXJG279+/H4BTp07RqlUrWrVqVe18zs7O7Nu3D4A9e/bg4uJSr7Y7OTmRn5/P3r17pVlqd3d3MjMzefDgAYC0DGTIkCEkJydX6Sf8vyqd06ZNo2/fvuTm5la5RkFBAW3atMHU1JScnBzOnDnzzHY9LW4AGRkZgC5Gzs7OVba1atWK1q1bc+rUKYAqVUtrO6+zszMnT57k+vXrVfrcpUsXfvrpJwAuXLggFYG6c+cOpqam+Pj4EBwcLO0jCIIgCILQlOndjHpRURHLli3j4cOHyOVyevToQUREBAD+/v5MnTqV9u3bk5SUVOU4Y2Nj1q9fz7JlyygoKECr1RIYGIitrS0Abdq04e2335YeJgXdcpbZs2fzzTffsGjRIhYuXEhYWBhxcXHSw6T1NXr0aC5evEibNm2A2qunhoeHExERgVKpRKvVMmDAACIiIp5ZpXPo0KFs374dpVKJtbU1f/vb357ZJi8vLxYtWkRSUhLr16+vtv3JkydMmDCBsrIy1qxZU217dHS09DBpt27dpLj4+fmxePFi6WHSCpaWlkRERPDuu+9SVlZG27ZtiY+Px9PTk927d+Pj44OjoyOvvfYaAJcvX2blypXIZDKaNWvGkiVL6hpuQRAEQRCEV1aTqEyqUqlqfOixMbzzzjsEBQXh7u7e6NcSdERlUnE7E0QcKog46Ig46Ig46BhCHERl0hdDLH1poh4+fIinpycmJiZikC4IgiAIgiA8N71b+tIY/rxMpjG0bt2aAwcONPp1BEEQBEEQhKZBL2fUY2NjGTNmDEqlEh8fH86ePQvA1q1befz4cYNdR61W85///KfBzqevDh48WCUV5Lp16zh69CgAHh4eaDSaasekpKSQnp7+1POmpqZy584d6XV4eHiV6wiCIAiCIAh/nd7NqGdnZ3P48GHS0tIwNjZGo9FQUqIrZpOYmIi3tzempqbVjtNqtVKqxro6ceIEZmZm9O/fOOvB9MXBgwd5/fXX6dWrF8Az86ADTJw48Zn7pKWlYWtri5WVFYBUUVUQBEEQBEF4fno3UL937x4WFhZSrvKKQkGJiYncvXuXwMBAzM3NSUpKwtnZmaCgIL7//nvmz59P8+bNiYqKoqioCAsLCyIjI+nQoQMqlQp7e3vOnTsnZX2xtLRk+/btyGQyvvzySxYtWkSnTp0ICwtDo9FIWV86d+5MaGgoJiYm/Prrr9y6dYvIyEjS0tI4c+YMTk5OREVF8cUXX3DlyhXCwsIA2LlzJzk5OSxYsID09HTi4uKkgkmrVq1Co9GwePFibt26BUBYWBguLi6cOHFCGvAaGRmRnJxMy5ZVHzyYOXMm+fn5FBcXM2XKFN566y1AlxZxypQpHDp0iObNmxMTE0NeXh7ffvstJ06cIDY2lg0bNhATE1OlUmlcXBxqtRqA1atX06NHDzZs2CBVbb148aKU9aV79+6sWLGCY8eOcf78ef75z39KWV+mTp0qPbR75MgR1q5di1arxcLCgoSEhCrnBF2hpU8++QRLS0vee+898vPzKSsrY+bMmXh5eTXmx0wQBEEQBEHv6d1AffDgwWzatAlPT0/c3d3x8vJi4MCBTJkyha1bt5KQkCAN3ouKirC1tSUkJISSkhJUKhUxMTFYWlqyf/9+1q5dK6USfPz4Mdu3b+fkyZOEhYWxd+9e3n777SoDx+nTp+Pr64ufnx+7du1i2bJlxMTEALqHRRMTE/nmm2+YPn06KSkp2NraMn78eC5evMiYMWPw9vbmgw8+QKFQkJqaytKlS7ly5QqxsbGkpKRgaWkp5RRfvnw5gYGBDBgwgFu3bhEcHExGRgZbtmzhww8/xMXFhUePHmFiUr2U94oVKzA3N+ePP/5g/PjxjBw5EgsLC4qKinBycmLOnDmsXLmSnTt3MnPmTDw8PKoMzP+sZcuW7Nq1i/T0dFasWMHmzZurbJ83bx6LFi1i4MCBrFu3jo0bNxIeHs62bdtqzKaj0WhYtGgRycnJdOvWTepzbb777js6dOjAv//9b0CXK74+bm+O4cmDp1/jVZZv3IySJ6UvuxkvRCs3d8yHvf6ymyEIgiAIL4TeDdRbtGhBamoqp06dQq1WM2fOHObOnVtjZVK5XI6npycAubm5XL58mb///e+ArvJn+/btpX3HjBkDgKurK4WFhTx8+LDa+bKzs9mwYQMAPj4+rFq1Sto2fPhwaUa8Xbt22NnZAdCrVy9u3ryJg4MDgwYN4vDhw9jY2FBSUoKdnR1JSUmMGjVK+nJhbm4OwNGjR6us5y4sLKSwsJD+/fsTFRWFUqlk5MiRtGjRolo7k5KS+PrrrwG4ffs2165dw8LCAoVCwfDhwwHo27cvP/zwQ51iXlGcacyYMdVyxxcUFFBQUMDAgQMBXe70Zy2dOXPmDAMGDKBbt25V+lyb3r17Ex0dzapVqxg+fDgDBgyoU7srNFM0o9xY7z7KL5SiCfT/UW4uf2Q3o/14Za37GFJZ6MYk4qAj4qAj4qCj73FQGOuW7zZmO/U9Bi+KIcVBL/+6y+Vy3NzccHNzo3fv3qSnp9c4UDcxMZHWpZeXl2Nra1ul8E5lfy5pX1OJ+6cdU7EUx8jISPoZQCaTUVqqm82cMGECn3zyCTY2NlJ7a0tTX1ZWxo4dO2jevHmV96dNm8awYcPIysrC39+f+Ph4evbsKW1Xq9UcPXqUHTt2YGpqikqlori4GACFQiG1WSaTodVqn9nHxlBeXl5jfOVyOWVlZdLrinZbW1uTmppKVlYWq1evZvDgwcyaNavO12v/P9NEHvUmkBv3+spISp6U1trXphKHZxFx0BFx0BFx0DGEOJQ80f3Nbqx2GkIMXgSRR/05/frrr1y9elV6ffHiRTp37gzUXrIedIM9jUZDdnY2ACUlJVy5ckXavn//fgBOnTpFq1ataNWqVbXzOTs7s2/fPgD27NmDi4tLvdru5OREfn4+e/fulWap3d3dyczM5MGDBwDSMpAhQ4aQnJxcpZ8AeXl52NnZMW3aNPr27Utubm6VaxQUFNCmTRtMTU3JycnhzJkzz2zX0+IGkJGRAehi5OzsXGVbq1ataN26NadOnQJg9+7duLq6PvW8zs7OnDx5kuvXr1fpc5cuXfjpp58AuHDhAjdu3ADgzp07mJqa4uPjQ3BwsLSPIAiCIAhCU6Z3M+pFRUUsW7aMhw8fIpfL6dGjBxEREQD4+/szdepU2rdvXy03urGxMevXr2fZsmUUFBSg1WoJDAzE1tYWgDZt2vD2229LD5OCbjnL7Nmz+eabb1i0aBELFy4kLCyMuLg46WHS+ho9ejQXL16kTZs2ANja2jJ9+nRUKhUymYw+ffoQFRVFeHg4ERERKJVKtFotAwYMICIigoSEBNRqNTKZjF69ejF06NAq5x86dCjbt29HqVRibW3N3/72t2e2ycvLi0WLFpGUlMT69eurbX/y5AkTJkygrKyMNWvWVNseHR0tPUzarVs3KS5+fn4sXrxYepi0gqWlJREREbz77ruUlZXRtm1b4uPj8fT0ZPfu3fj4+ODo6Mhrr70GwOXLl1m5ciUymYxmzZqxZMmSuoZbEARBEAThlWVUXtvajFeISqWq8aHHxvDOO+8QFBQkqpO+QL/9ViiWvjSB25nXV0ZSfD0Pk27da9yuaICHal+Fh1WbyufhWUQcdEQcdAwhDtHbdHVd5k9qnJTRhhCDF0EsfWmiHj58iKenJyYmJmKQLggGqPh6HgXqYy+7GYIgCIIg0bulL43hz8tkGkPr1q05cOBAo19HEJoyk27d6TZvQY3bnneW5PrK+i91EwRBEITGpJcz6rGxsYwZMwalUomPjw9nz54FYOvWrTx+/LjBrqNWq/nPf/7TYOfTVwcPHqySCnLdunUcPXoUAA8PDzQaTbVjUlJSSE9Pf+p5U1NTuXPnjvQ6PDy8ynUEQRAEQRCEv07vZtSzs7M5fPgwaWlpGBsbo9FoKCkpAXTVSb29vTE1Na12nFarlVI11tWJEycwMzOjf//GWQ+mLw4ePMjrr79Or169AJ6ZBx1g4sSJz9wnLS0NW1tbrKysAKSKqoIgCIIgCMLz07uB+r1797CwsJBylVcUCkpMTOTu3bsEBgZibm5OUlISzs7OBAUF8f333zN//nyaN29OVFQURUVFWFhYEBkZSYcOHVCpVNjb23Pu3Dkp64ulpSXbt29HJpPx5ZdfsmjRIjp16kRYWBgajUbK+tK5c2dCQ0MxMTHh119/5datW0RGRpKWlsaZM2dwcnIiKiqKL774gitXrhAWFgbAzp07ycnJYcGCBaSnpxMXFycVTFq1ahUajYbFixdz69YtAMLCwnBxceHEiRPSgNfIyIjk5GRatqz64MHMmTPJz8+nuLiYKVOm8NZbbwG6tIhTpkzh0KFDNG/enJiYGPLy8vj22285ceIEsbGxbNiwgZiYmCqVSuPi4lCr1QCsXr2aHj16sGHDBqlq68WLF6WsL927d2fFihUcO3aM8+fP889//lPK+jJ16lTpod0jR46wdu1atFotFhYWJCQkVDkn6AotffLJJ1haWvLee++Rn59PWVkZM2fOxMvLqzE/ZoIgCIIgCHpP7wbqgwcPZtOmTXh6euLu7o6XlxcDBw5kypQpbN26lYSEBGnwXlRUhK2tLSEhIZSUlKBSqYiJicHS0pL9+/ezdu1aKZXg48eP2b59OydPniQsLIy9e/fy9ttvVxk4Tp8+HV9fX/z8/Ni1axfLli0jJiYG0D0smpiYyDfffMP06dNJSUnB1taW8ePHc/HiRcaMGYO3tzcffPABCoWC1NRUli5dypUrV4iNjSUlJQVLS0spp/jy5csJDAxkwIAB3Lp1i+DgYDIyMtiyZQsffvghLi4uPHr0CBMTk2oxWrFiBebm5vzxxx+MHz+ekSNHYmFhQVFREU5OTsyZM4eVK1eyc+dOZs6ciYeHR5WB+Z+1bNmSXbt2kZ6ezooVK9i8eXOV7fPmzWPRokUMHDiQdevWsXHjRsLDw9m2bVuN2XQ0Gg2LFi0iOTmZbt26SX2uzXfffUeHDh3497//DehyxdfH7c0xPHnw9Gu8yvIbINuJIXhaxhdBEARBeBXp3UC9RYsWpKamcurUKdRqNXPmzGHu3Lk1ViaVy+V4enoCkJuby+XLl/n73/8O6Cp/tm/fXtp3zJgxALi6ulJYWMjDhw+rnS87O5sNGzYA4OPjw6pVq6Rtw4cPl2bE27Vrh52dHQC9evXi5s2bODg4MGjQIA4fPoyNjQ0lJSXY2dmRlJTEqFGjpC8X5ubmABw9erTKeu7CwkIKCwvp378/UVFRKJVKRo4cSYsWLaq1Mykpia+//hqA27dvc+3aNSwsLFAoFAwfPhyAvn378sMPP9Qp5hXFmcaMGVMtd3xBQQEFBQUMHDgQ0OVOf9bSmTNnzjBgwAC6detWpc+16d27N9HR0axatYrhw4czYMCAOrW7QjNFM8qN9e6j/EIpmkD/FT1taD90yFNLPz9PWej8/4uhIZWWrs2r0IeGIOKgI+Kgo+9xUBjrlu82Zjv1PQYviiHFQS//usvlctzc3HBzc6N3796kp6fXOFA3MTGR1qWXl5dja2tbpfBOZX8uaV9TifunHVOxFMfIyEj6GUAmk1FaqpvNnDBhAp988gk2NjZSe2tLU19WVsaOHTto3rx5lfenTZvGsGHDyMrKwt/fn/j4eHr27CltV6vVHD16lB07dmBqaopKpaK4uBgAhUIhtVkmk6HVap/Zx8ZQXl5eY3zlcjllZWXS64p2W1tbk5qaSlZWFqtXr2bw4MHMmjWrztdr/z/TRB71JpQbt7a+Pm8cSp6UUnw9j/98EPaXz/GyVM7/3tQ+D7URcdARcdAxhDiUPNH9zW6sdhpCDF4EkUf9Of36669cvXpVen3x4kU6d+4M1F6yHnSDPY1GQ3Z2NgAlJSVcuXJF2r5//34ATp06RatWrWjVqlW18zk7O7Nv3z4A9uzZg4uLS73a7uTkRH5+Pnv37pVmqd3d3cnMzOTBgwcA0jKQIUOGkJycXKWfAHl5edjZ2TFt2jT69u1Lbm5ulWsUFBTQpk0bTE1NycnJ4cyZM89s19PiBpCRkQHoYuTs7FxlW6tWrWjdujWnTp0CYPfu3bi6uj71vM7Ozpw8eZLr169X6XOXLl346aefALhw4QI3btwA4M6dO5iamuLj40NwcLC0jyAIzybyvwuCILy69G5GvaioiGXLlvHw4UPkcjk9evQgIiICAH9/f6ZOnUr79u2r5UY3NjZm/fr1LFu2jIKCArRaLYGBgdja2gLQpk0b3n77belhUtAtZ5k9ezbffPMNixYtYuHChYSFhREXFyc9TFpfo0eP5uLFi7Rp0wYAW1tbpk+fjkqlQiaT0adPH6KioggPDyciIgKlUolWq2XAgAFERESQkJCAWq1GJpPRq1cvhg4dWuX8Q4cOZfv2/5+9ew+P8c4f///MZEYShByKDxpKxelHCSEsq6UlSHNyCLYJ2WpRbYWlZGNTNheRxKlYUb2EatiI1SQqTdhqS6uIQ6PoctFUJKqOE9+cyGFmfn/MZjaRkESSySR5Pa6r1zUz932/79f9mruXd97zvt+vPbi7u9OlSxf69+9faUzjx48nODiY6OhoNm7cWG57YWEhkydPRqvVsm7dunLbw8PDDQ+TOjg4GPLi7e3NsmXLDA+TlrCzsyMkJIT3338frVaLvb09O3bswNXVlf379+Pp6Unfvn154YUXALhy5QoREREoFAqUSiXLly+varqFqFVPW6fdVMn670II0XiZ6Z40N6MR8fPzq/Chx7owe/Zs/P39pTqpEd2/nytTX+TnzForeNRQO+olccv9oCd50JM86DWEPITv1td1WfJG3SwZ3RByYAwy9aWJys7OxtXVFQsLC+mkCyGEEEKIGjO5qS914fFpMnWhVatWHDp0qM7PI4QQQgghmgaTHFHfsmULbm5uuLu74+npyU8//QTAp59+ysOHD2vtPCkpKfz444+11p6pOnz4cJmlIDds2MDx48cBGDVqFGq1DGFGiQAAIABJREFUutwxMTExJCQkPLXduLg4bt++bXi/dOnSMucRQgghhBDPzuRG1FNTUzly5Ajx8fE0a9YMtVpNUVERoK9O6uHhgZWVVbnjNBqNYanGqjp16hTNmzdnwIC6mQ9mKg4fPswrr7xCt27dACpdBx1g2rRple4THx+Po6Mj7dq1AzBUVBVCCCGEEDVnch31u3fvYmtra1irvKRQ0GeffcadO3eYMWMGNjY2REdH4+TkhL+/P8eOHWPJkiVYWloSFhZGfn4+tra2rFq1irZt2+Ln50fPnj25cOGCYdUXOzs79uzZg0Kh4IsvviA4OJj27dsTFBSEWq02rPrSoUMHAgMDsbCw4Ndff+XmzZusWrWK+Ph4zp07R79+/QgLC+Nf//oXV69eJShIvwbz3r17SUtL469//SsJCQlERUUZCiatXr0atVrNsmXLuHnzJgBBQUEMHDiQU6dOGTq8ZmZm7Nq1i5Ytyz54MHfuXG7dukVBQQHTp09nypQpgH5ZxOnTp/Ptt99iaWlJZGQkGRkZfPPNN5w6dYotW7awadMmIiMjy1QqjYqKIiUlBYC1a9fSuXNnNm3aZKjaeunSJcOqL506dSI0NJQTJ05w8eJFFi1aZFj15e233zY8tPvdd9+xfv16NBoNtra27Ny5s0yboC+09PHHH2NnZ8f8+fO5desWWq2WuXPnMn78+CrfM1KZtGlUJq1MTfMglU+FEEKYGpPrqA8bNozNmzfj6urK0KFDGT9+PIMHD2b69Ol8+umn7Ny509B5z8/Px9HRkYCAAIqKivDz8yMyMhI7OzuSkpJYv369YSnBhw8fsmfPHk6fPk1QUBCJiYlMnTq1TMdxzpw5eHl54e3tzb59+1ixYgWRkZGA/mHRzz77jK+//po5c+YQExODo6MjkyZN4tKlS7i5ueHh4cEHH3yASqUiLi6Ov//971y9epUtW7YQExODnZ2dYU3xlStXMmPGDJydnbl58yYzZ84kOTmZ7du38+GHHzJw4EDy8vKwsLAol6PQ0FBsbGx49OgRkyZNYsyYMdja2pKfn0+/fv1YsGABERER7N27l7lz5zJq1KgyHfPHtWzZkn379pGQkEBoaChbt24ts33x4sUEBwczePBgNmzYwD/+8Q+WLl3K7t27K1xNR61WExwczK5du3BwcDBc85N8//33tG3blk8++QTQrxVfHVKZtGlUJq2KmuShKpVPTVFFFVUb2jXUFcmDnuRBz9TzIJVJjach5cHk/nVv0aIFcXFxnDlzhpSUFBYsWMDChQsrrExqbm6Oq6srANeuXePKlSv8+c9/BvSVP9u0aWPY183NDYBBgwaRm5tLdnZ2ufZSU1PZtGkTAJ6enqxevdqwbeTIkYYR8eeee44ePXoA0K1bN3777Td69erFkCFDOHLkCF27dqWoqIgePXoQHR3N2LFjDX9c2NjYAHD8+PEy87lzc3PJzc1lwIABhIWF4e7uzpgxY2jRokW5OKOjo/nqq68A+P3337l+/Tq2traoVCpGjhwJQJ8+ffjhhx+qlPOS4kxubm7l1o7PyckhJyeHwYMHA/q10yubOnPu3DmcnZ1xcHAoc81P0r17d8LDw1m9ejUjR47E2dm5SnGXkMqksuQW1F4eGlouS35FKIlb7gc9yYOe5EGvIeRBKpMaR0NbntHkOuqg74C7uLjg4uJC9+7dSUhIqLCjbmFhYZiXrtPpcHR0LFN4p7THS9pXVOL+aceUTMUxMzMzvAZQKBQUF+v/oZw8eTIff/wxXbt2NcT7pGXqtVotsbGxWFpalvl81qxZvPzyyxw9ehQfHx927NjBiy++aNiekpLC8ePHiY2NxcrKCj8/PwoKCgBQqVSGmBUKBRqNptJrrAs6na7C/Jqbm6PVag3vS+Lu0qULcXFxHD16lLVr1zJs2DDee+89o8UrhBBCCGGKTK6j/uuvv6JQKAxVKy9dukSHDh2A/5WsLxmdLq1Lly6o1WpSU1NxcnKiqKiI9PR0Q2XSpKQkhgwZwpkzZ7C2tsba2poWLVqQm5traMPJyYkvv/wSLy8vDhw4wMCBA6sVe79+/bh16xb/+c9/+OKLLwAYOnQo7733Hv7+/tja2vLgwQNsbGwYPnw4u3bt4q233jJcZ69evcjIyKBHjx706NGDc+fOce3atTId9ZycHFq3bo2VlRVpaWmcO3eu0rhK8vYkycnJzJo1i6SkJJycnMpss7a2plWrVpw5cwZnZ2f279/PoEGDntquk5MTISEhZGZmGqa+2NjY0LFjR44cOQLAzz//zI0bNwC4ffs2NjY2eHp6Gn5REUJUXUFmhqHwUW08s2DtMhSbl1+phciEEELUhMl11PPz81mxYgXZ2dmYm5vTuXNnQkJCAPDx8eHtt9+mTZs25dZGb9asGRs3bmTFihXk5OSg0WiYMWOGoaPeunVrpk6daniYFPTTWebNm8fXX39NcHAwf/vb3wgKCiIqKsrwMGl1jRs3jkuXLtG6dWsAHB0dmTNnDn5+figUCnr37k1YWBhLly4lJCQEd3d3NBoNzs7OhISEsHPnTlJSUlAoFHTr1o0RI0aUaX/EiBHs2bMHd3d3unTpQv/+/SuNafz48QQHBxMdHc3GjRvLbS8sLGTy5MlotVrWrVtXbnt4eLjhYVIHBwdDXry9vVm2bJnhYdISdnZ2hISE8P7776PVarG3t2fHjh24urqyf/9+PD096du3r+GPsStXrhAREYFCoUCpVLJ8+fKqplsIUcsKMjMApKMuhBAmwEz3pLkZjYifn1+FDz3WhdmzZ+Pv7y/VSY3o/v1cmaMu8w6bbB5KRtIdFv8VqHkeHm+voWqq98PjJA96DSEP4bv1dV2WvFE3S0Y3hBwYQ0Obo26SBY8aouzsbFxdXbGwsJBOuhBCCCGEqLEm0VGPjo4uM5req1cvPD098fDwwNvb+5mrk5au3hkaGsqCBQvYuHEjfn5+XLhwoVZirw+lK4x+/PHH9RyNEEIIIUTTZHJz1I3B0tKS/fv3A/o1vNetW8euXbuq3U5Vqnc2RKUrjG7dupU5c+ZU6/jHq8Q+S9VYIYQQQoimrkl21EvLzc2lVatWAOTl5TF37lyys7MpLi4mICCA1157DaDC6qKPV9qsiJOTE6mpqQAcPHiQI0eOEBYWRnJyMps3b0ahUGBtbc3u3bvLHJeSksLGjRuxsbHh2rVrODs7s3z5chQKBcuWLePChQsUFBTg6urKvHnzABg1ahReXl58++23FBcX89FHH/Hiiy9y/vx5QkNDefToEZaWloSGhtK1a1c0Gg1r1qzh2LFjgP5hXT8/P8Oc/kOHDvHo0SM8PT3p1q0ba9euZf/+/URHR1NUVES/fv1YtmwZ5ubm5arELl68mAkTJvDDDz/g6+tLXl4esbGxFBUV0blzZyIiIrCysnpihVYhhBBCiKauSXbUSzqfBQUF3L17l507dwL6ddk3b95My5YtUavVTJkyhVdffZVffvmlwuqiNREZGUlUVBTt2rWrsPgSwPnz50lKSqJDhw689dZb/Pvf/2bs2LEsWLAAGxsbNBoN/v7+XL58mZ49ewJga2tLfHw8u3fvZvv27axcuZKuXbuya9culEolx48fZ/369WzatInY2Fhu3LhBfHw8SqWy3HUtWrSI3bt3G359SEtLIzk5mZiYGFQqFcuXL+fAgQN4eXmVqRJbwsLCgpiYGACysrLw8fEBYP369ezbtw8/P78nVmitjt+3RlKYVfPvpKGqjeX4qkOW7hNCCCGMo0l21EtPfUlNTWXJkiUkJiai0+lYt24dp0+fRqFQcPv2be7du8fJkycrrC5aE05OTgQGBjJu3DhGjx5d4T4vvfSSobqnm5sbZ8+eZezYsSQnJ7N3716Ki4u5e/cuaWlpho76mDFjAH1l0pLqpTk5OSxZsoTr169jZmZGUVERACdOnGDq1KkolcoqXdeJEye4ePEikyZNAvR/8Njb2wNlq8SWGD9+vOH11atX+eijj8jJySEvL4/hw4cDT67Q2rJl1Z+KVqqU6GpQOr4xUBnp+vOuXeNRqpI2k9yNcr7qakhloWvLrf9+96WvvSZ5qKi9hqoxXENtkDzomXoeVM30U0TrMk5Tz4GxNKQ8NO3eDfoOc1ZWFmq1mqNHj6JWq4mLi0OlUjFq1CgKCgqeWF20ukoqcQKEhITw008/ceTIEby8vEhISMDW1rbM/hVVU83MzGT79u3s27eP1q1bExgYWKZdlUoFlK1MumHDBlxcXNi8eTM3btxg+vTpwJMriD6JTqfD29ubhQsXlttWukpsCSsrK8PrwMBAIiMj6dmzJ3FxcZw6dQp4coXW6mjz5ixZntFIS01lRqyiqLDYJJf4aqpLj5X8mlJy7TXNw+PtNVRN9X54nORBryHkoahQ/292XcXZEHJgDLI8YwOTlpaGRqPBxsaGnJwc7O3tUalUnDx5kt9++w3QVxc9ePAgWVlZANWa+vLcc8+RlpaGVqvl8OHDhs8zMjLo168fAQEB2NracuvWrXLHnj9/nszMTLRaLcnJyQwcOJC8vDysrKywtrbm3r17fPfdd5XGkJOTQ7t27QCIj483fD5s2DD27NlDcXHxE69LqVQaRuCHDh3KoUOHuH//vmH/khxVJi8vjzZt2lBUVMSBAwcMn5dUaC1x6dKlKrUnhBBCCNHYNckR9ZI56qAfJQ4PD8fc3Bx3d3feeecdJkyYQK9evejatSvw5OqiVbFw4UJmz55N+/btcXR0JD8/H4CIiAiuX7+OTqdjyJAhhqkrpfXv35+1a9dy5coVnJ2dGT16tOH8bm5uODg4MGBA5YUR3nrrLQIDA9mxYwdDhgwxfD558mTS09Px8PBAqVTi4+ODr69vmWN9fHzw8PCgd+/erF27lvnz5/Pmm2+i1WpRqVR8+OGHdOzYsdIYAgICmDx5Mh07dqR79+7k5eUBPLFCqxBCCCFEU9ckKpM2RCkpKWzfvp2tW7fWdygmTyqTGnfqS0FmBhYOnYxyvupQGfmhWlNR8n1IZdKy5Gd+PcmDXkPIg1QmNQ6Z+iKEEMJoLBw6Ye0i1ZCFEKIxapJTXxoCFxcXXFxc6jsMIcopPXprSmS0SAghRGPTJEfUe/XqhaenJx4eHnh7e/Pjjz8+UzsxMTEkJCQA+lVNDh48CICfnx8XLlyotXiNbenSpYYlEz/++ON6jkYIIYQQomlqkiPqpddR//7771m3bl2ZlUeqatq0abUdmklYuXKl4fXWrVuZM2dOtY7XaDRllmp8/L0QQgghhKhck+yol5abm0urVq0A/RKCc+fOJTs7m+LiYgICAnjttdcASEhIICoqCjMzM3r06MHq1avZtGkTzZs3Z+bMmU9s38nJidTUVAAOHjzIkSNHCAsLIzk5mc2bN6NQKLC2tmb37t1ljktJSWHjxo3Y2Nhw7do1nJ2dWb58OQqFgmXLlnHhwgUKCgpwdXVl3rx5AIwaNQovLy++/fZbiouL+eijj3jxxRc5f/48oaGhPHr0CEtLS0JDQ+natSsajYY1a9Zw7NgxQL/Ci5+fH35+fixevJhDhw4ZVsjp1q0ba9euZf/+/URHR1NUVES/fv1YtmwZ5ubmODk54e/vz7Fjx1iyZAmLFy9mwoQJ/PDDD/j6+pKXl0dsbCxFRUV07tyZiIgIrKysUKvVLFu2jJs3bwIQFBTEwIEDa/dLFkIIIYRogJpkR72k81lQUMDdu3fZuXMnoC/as3nzZlq2bIlarWbKlCm8+uqr/PLLL2zZsoWYmBjs7OyqtY76k0RGRhIVFUW7du3Izs6ucJ/z58+TlJREhw4deOutt/j3v//N2LFjWbBgATY2Nmg0Gvz9/bl8+bJheUdbW1vi4+PZvXs327dvZ+XKlXTt2pVdu3ahVCo5fvw469evZ9OmTcTGxnLjxg3i4+NRKpXlrmvRokXs3r3b8OtDWloaycnJxMTEoFKpWL58OQcOHMDLy4v8/HwcHR0JCAgwHG9hYUFMTAwAWVlZ+Pj4ALB+/Xr27duHn58fK1euZMaMGTg7O3Pz5k1mzpxJcnJytXL5+9ZICrNq/p00VLeMuNqJqa74IoQQQjRGTbKjXnrqS2pqKkuWLCExMRGdTse6des4ffo0CoWC27dvc+/ePU6ePMnYsWOxs7MDwMbGpsYxODk5ERgYyLhx4xg9enSF+7z00ks4ODgA4ObmxtmzZxk7dizJycns3buX4uJi7t69S1pamqGjPmbMGAD69OnDV199BegLHi1ZsoTr169jZmZmKGB04sQJpk6dilKprNJ1nThxgosXLzJp0iRA/wePvb09AObm5ri6upbZf/z48YbXV69e5aOPPiInJ4e8vDyGDx8OwPHjxw3z4UH/C0dubi4tW1Z9+SKlSomuWZO8lQ1URrp+1YtdaTNiuMmWXzbVuIytJnm49d97qTHksjFcQ22QPOiZeh5UzfRTROsyTlPPgbE0pDw07d4N+g5zVlYWarWao0ePolariYuLQ6VSMWrUKAoKCqitpeYLCgoMr0NCQvjpp584cuQIXl5eJCQkYGtrW2Z/MzOzcu8zMzPZvn07+/bto3Xr1gQGBpZpV6VSAaBQKNBo9OWIN2zYgIuLC5s3b+bGjRtMnz4d0Bd7evwcT6PT6fD29mbhwoXltllYWJSbh25lZWV4HRgYSGRkJD179iQuLo5Tp04BoNVqiY2NxdLSsspxPK7Nm7NkHXUjr3ZiiquryKovejXNQ8mvMw09l3I/6Eke9BpCHooK9f9m11WcDSEHxiDrqDcwaWlpaDQabGxsyMnJwd7eHpVKxcmTJ/ntt98AGDp0KAcPHiQrKwugWlNfnnvuOdLS0tBqtRw+fNjweUZGBv369SMgIABbW1tu3bpV7tjz58+TmZmJVqslOTmZgQMHkpeXh5WVFdbW1ty7d4/vvvuu0hhycnJo164dAPHx8YbPhw0bxp49eyguLn7idSmVSsMI/NChQzl06BD379837F+So8rk5eXRpk0bioqKOHDggOHz4cOHl3mQ99KlS1VqTwghhBCisWuSI+olc9RBP0ocHh6Oubk57u7uvPPOO0yYMIFevXrRtWtXABwdHZkzZw5+fn4oFAp69+5NWFhYlc61cOFCZs+eTfv27XF0dCQ/Px+AiIgIrl+/jk6nY8iQIYapK6X179+ftWvXcuXKFZydnRk9erTh/G5ubjg4ODBgQOUVzN566y0CAwPZsWMHQ4YMMXw+efJk0tPT8fDwQKlU4uPjg6+vb5ljfXx88PDwoHfv3qxdu5b58+fz5ptvotVqUalUfPjhh3Ts2LHSGAICApg8eTIdO3ake/fu5OXlAfqlIENCQnB3d0ej0eDs7ExISEil7QkhhBBCNHZmutqa1yFqVUpKCtu3b2fr1q31HYrJu38/V6a+yM+Zkof/qmkeMiNWAZhkUavqkPtBT/Kg1xDyEL5bX9NlyRuVD8A9i4aQA2OQqS9CCCGEEEKIGmuSU18aAhcXF1xcXOo7DCGEEEIIUU9kRF0YxaNHj/D19eXixYtMmTIFNzc33N3dSUpKMuyzYMEC0tPT6y9IIYQQQggTIh11YRSff/45o0ePpkWLFoSHh/Pll1+ybds2QkNDDQWfpk2bxrZt2+o5UiGEEEII0yBTX4RRHDhwgDVr1vD8888bPmvXrh12dnao1WpatWqFs7MzgYGBFBcXG4owVYVUJjVeZVJT1pDyYO0yFJuXX6nvMIQQQpg46aiLOldYWEhmZmaZTjro14kvKiqiUyd9SXqFQkHnzp25fPkyffr0qXL7UpnUeJVJTV1DyEPetWs8SlXSZpJ7nZ1DKpPqNYZrqA2SBz1Tz4NUJjWehpQH0/9XTTR4WVlZWFuX/Z/izp07fPDBB4SHh6NQ/G8Glp2dHXfu3KlW+1KZVJbcgoaTh8yIVRQVFpts9UGpTNq4SB70GkIeigo1ZNzJYdFHR+ukfVUzc0P106asojy4/H/teKV/5TVhakqWZxQmydLSksLCQsP73NxcZs+ezfz58+nfv3+ZfQsLC7G0tDR2iEIIIYRogjLu5JLy8+36DuOJZERd1LnWrVuj0WgoKCjAzMyMd999F09PT8aNG1du3/T0dLp161YPUQohhBD1q1Nbayl4VMcez0NJoSlTJR11YRTDhg3j7Nmz3L17lzNnzvDgwQPi4+MBCAsLo1evXty7dw8LCwvatm1bz9EKIYQQQtQ/6agLo/D19WXHjh2sXr0aT0/PCvdJTExkypQpRo5MCOMryMwgM2JVlfaVFWKEEKLpkjnqwih69+6Ni4sLGs2TH2SxtrbG29vbiFEJYdoKMjPISTlR32EIIYSoJ01qRL1Xr150794dnU6Hubk5wcHBDBhQ/blgMTExWFlZ4eXlRWBgIK+88gpjx47Fz8+PxYsX07dv3zqIvmKlz1/apUuXuHPnDi+//LLRYqnMpEmTnrp94sSJRopEiPpl4dAJh8V/rXS/qo66CyGEaJyaVEfd0tKS/fv3A/D999+zbt06du3aVe12pk2bVtuh1bpLly5x8eLFanXUHy80pNFoMDc3r4vwhBBCCCFEJZrs1Jfc3FxatWoFQF5eHjNmzMDb2xt3d3cOHz5s2C8hIQF3d3c8PDz44IMPANi0aRNRUVFPbd/Jycnw+uDBgwQGBgKQnJzM66+/joeHB2+88Ua54+7cucMbb7yBp6cnr7/+OmfOnHlqewDHjx/nT3/6E66urnz77bcUFhayceNGkpKS8PT0JCkpifz8fP76178yceJEvLy8DNcYFxfHvHnzmDNnDm+++SYpKSn4+fmxcOFC3N31BVnmzp3LhAkTcHNzIzY2tsw1rl+/Hg8PD3x8fLh37x4AarWa999/n4kTJzJx4kTOnj1bYd5ef/11bty4QX5+PrNmzcLDw4PXX3+dpKSkp+ZWCCGEEKIpaFIj6o8ePcLT05OCggLu3r3Lzp07AbCwsGDz5s20bNkStVrNlClTePXVV/nll1/YsmULMTEx2NnZ8eBBzcvUR0ZGEhUVRbt27cjOzi63PTExkeHDh/POO++g0Wh4+PBhpW3+9ttv7Nq1i4yMDKZPn85XX33FvHnzuHjxIh9++CEA69atY8iQIaxatYrs7GwmT57MH/7wBwDOnTvHF198gY2NDSkpKVy4cIEDBw7g4OAAQGhoKDY2Njx69IhJkyYxZswYbG1tyc/Pp1+/fixYsICIiAj27t3L3LlzWblyJTNmzMDZ2ZmbN28yc+ZMkpOTnxj/999/T9u2bfnkk08AyMmp3vJRv2+NpDCr5t9NQ3WrmdJQpKYpayh5KMjMwMKhU32HIYQQogFoUh310lNfUlNTWbJkCYmJieh0OtatW8fp06dRKBTcvn2be/fucfLkScaOHYudnR0ANjY2NY7BycmJwMBAxo0bx+jRo8tt79u3L0FBQRQXF/Paa6/Rq1evStscN24cCoWCF154AQcHB3799ddy+xw7doxvvvmG7du3A1BQUMDvv/8O6JdOLH1tffv2NXTSAaKjo/nqq68A+P3337l+/Tq2traoVCpGjhwJQJ8+ffjhhx8A/Qj/L7/8Yjg+NzeX3NzcJ8bfvXt3wsPDWb16NSNHjsTZ2bnSay5NqVKiawCl4+uSqolff4mGkAfVi11pM2J4lUpY3/rv9VS33HVNymM/6zlNUWO4htogedAz9TyomumnmtZlnKaeA2MpnQdj5L0mTP9ftTri5OREVlYWarWao0ePolariYuLQ6VSMWrUKAoKCtDpaqcsfUFBgeF1SEgIP/30E0eOHMHLy4uEhARsbW0N2wcNGsSuXbs4evQoixcvZubMmXh5eT2xPQAzM7Onvi+xceNGunbtWuazn376CSsrqzKfNW/e3PA6JSWF48ePExsbi5WVFX5+fobzq1Qqw7kUCoVhRRetVktsbGy5CqPm5uZotdpy19GlSxfi4uI4evQoa9euZdiwYbz33nsVXkNF2rw5C622dr6rhkiKWOg1tDxUJdaSXwiqc101zcOznNMUNbT7oa5IHvQaQh5KytrXVZwNIQfG8Hge6jrvpSkUZtjbt6zeMXUUi8lLS0tDo9FgY2NDTk4O9vb2qFQqTp48yW+//QbA0KFDOXjwIFlZWQDVmvry3HPPkZaWhlarLTPnPSMjg379+hEQEICtrS23bt0qc9xvv/2Gvb09Pj4+TJw4kZ9//vmp7YF+zrpWqyUjI4PMzEy6dOlCixYtyMvLM+wzfPhwdu3aZfjj4z//+U+VriMnJ4fWrVtjZWVFWloa586dq/SYknOVuHTpEgAdO3Y0nPfnn3/mxo0bANy+fRsrKys8PT2ZOXNmlWMTQgghhGjMmtSIeskcdQCdTkd4eDjm5ua4u7vzzjvvMGHCBHr16mUYdXZ0dGTOnDn4+fmhUCjo3bs3YWFhVTrXwoULmT17Nu3bt8fR0ZH8/HwAIiIiuH79OjqdjiFDhtCzZ88yx506dYqoqCiUSiXNmzcnPDz8qe2BfkTa19eX+/fv8/e//x0LCwtcXFz45JNP8PT0ZPbs2cydO5fQ0FA8PDzQ6XR07NiRrVu3VnodI0aMYM+ePbi7u9OlSxf69+9f6TFLly4lJCQEd3d3NBoNzs7OhISE4Orqyv79+/H09KRv37688MILAFy5coWIiAgUCgVKpZLly5dXKcdCCCGEEI2Zma625ncIUU/u38+VqS/yc2ajzEPJOupVWXO9RE3z8CznNEWN8X54FpIHvYaQh/DdPwKw5I3q13epioaQA2N4PA91nffSZOqLEEIIIYQQjYR01IUQQgghhDBB0lEXQgghhBDCBElHXRjFo0eP8PX1NSzhmJubyx//+EdCQkIM+yxYsID09PR6ilAIIYQQwrRIR10Yxeeff87o0aMxN9cXFvjoo48YPHhwmX2mTZvGtm3b6iO8ajMz+99/1T1GCCGEEKIqmtTyjKL+HDjxWYUoAAAgAElEQVRwgDVr1gBw8eJF7t+/zx//+EcuXrxo2MfZ2ZnAwECKi4tRKqt+a/6+NZLCrKqvcV9TxZoitFodOp0OMzMzFAozzM2VmFFxL1yn01Ks0aD7b7EnMzMzFObmmJsroRYWXbrVTGkoUlNV1i5DsXn5lRqfWwghhBB1Rzrqos4VFhaSmZnJ888/j1arJTw8nIiICE6cOFFmP4VCQefOnbl8+TJ9+vSpcvtKlRKdsUrH63SYmenKVFhVKBSYK5VPrAir1WoxMwOd7r8/YJmZYa5QYK40r7WwVNW4/rxr13iUqqTNJPdaO7+pMNUS0M/q1n+/1+peV03y8KznNEWN4Rpqg+RBz9TzYIxS9qaeA2MpnQdj5L0mpKMu6lxWVhbW1vr/Af75z38yYsQI2rdvX+G+dnZ23Llzp1rtt3lzlqyjXo21cTMjVlFUWNzo1tNtjGsEl/xSUp3rqmkenuWcpqgx3g/PQvKg1xDyUNel7BtCDozh8TzUdd5Le5Z11KWjLuqcpaUlhYWFAKSmpnL27FliYmLIy8ujqKiI5s2bs2jRIkA/+m5paVmf4QohhBBCmATpqIs617p1azQaDQUFBaxdu9bweVxcHBcvXjR00gHS09Pp1q1bfYQphBBCCGFSpKMujGLYsGGcPXuWP/zhD0/c5969e1hYWNC2bVsjRtY0FWRmGErFgzxcKoQQQpgiWZ5RGIWvry/x8fFlPpswYQIffvih4X1iYiJTpkwxdmhNXkFmBjkpJyrfUQghhBBGJSPqwih69+6Ni4sLGo3GsJb646ytrfH09DRyZE2ThUMnHBb/FaDMyLoQQgghTEeTHFHv1asXnp6eeHh44O3tzY8//vhM7cTExJCQkABAYGAgBw8eBMDPz48LFy7UWrzGtnTpUn755RcAPv7441prd9KkSU/spANMnDixWuunCyGEEEI0Zk2yV2Rpacn+/fsB+P7771m3bh27du2qdjvTpk2r7dBMwsqVKw2vt27dypw5c6p1/OOj5k8bRRdCCCGEEBVrkh310nJzc2nVqhUAeXl5zJ07l+zsbIqLiwkICOC1114DICEhgaioKMzMzOjRowerV69m06ZNNG/enJkzZz6xfScnJ1JTUwE4ePAgR44cISwsjOTkZDZv3oxCocDa2prdu3eXOS4lJYWNGzdiY2PDtWvXcHZ2Zvny5SgUCpYtW8aFCxcoKCjA1dWVefPmATBq1Ci8vLz49ttvKS4u5qOPPuLFF1/k/PnzhIaG8ujRIywtLQkNDaVr165oNBrWrFnDsWPHAPDx8cHPzw8/Pz8WL17MoUOHePToEZ6ennTr1o21a9eyf/9+oqOjKSoqol+/fixbtgxzc3OcnJzw9/fn2LFjLFmyhMWLFzNhwgR++OEHfH19ycvLIzY2lqKiIjp37kxERARWVlao1WqWLVvGzZs3AQgKCmLgwIG1+yULIYQQQjRATbKjXtL5LCgo4O7du+zcuRMACwsLNm/eTMuWLVGr1UyZMoVXX32VX375hS1bthATE4OdnR0PHtS8XH1kZCRRUVG0a9eO7OzsCvc5f/48SUlJdOjQgbfeeot///vfjB07lgULFmBjY4NGo8Hf35/Lly/Ts2dPAGxtbYmPj2f37t1s376dlStX0rVrV3bt2oVSqeT48eOsX7+eTZs2ERsby40bN4iPj0epVJa7rkWLFrF7927Drw9paWkkJycTExODSqVi+fLlHDhwAC8vL/Lz83F0dCQgIMBwvIWFBTExMYC+6JGPjw8A69evZ9++ffj5+bFy5UpmzJiBs7MzN2/eZObMmSQnJ1crl79vjaQwq+bfSUN1q5nSUKSmKgoyM7Bw6FSHEQkhhBCiNjTJjnrpqS+pqaksWbKExMREdDod69at4/Tp0ygUCm7fvs29e/c4efIkY8eOxc7ODgAbG5sax+Dk5ERgYCDjxo1j9OjRFe7z0ksv4eDgAICbmxtnz55l7NixJCcns3fvXoqLi7l79y5paWmGjvqYMWMA6NOnD1999RUAOTk5LFmyhOvXr2NmZkZRUREAJ06cYOrUqYZ54ZVd14kTJ7h48SKTJk0C9H/w2NvbA2Bubo6rq2uZ/cePH294ffXqVT766CNycnLIy8tj+PDhABw/ftwwHx70v3Dk5ubSsmXVK3cpVUp0zZrkrWygqsb1q17sSpsRww3lkqVkvOl61u+mJnmQ+6HxkTzomXoejFHK3tRzYCyl82CMvNdE0+7doO8wZ2VloVarOXr0KGq1mri4OFQqFaNGjaKgoACdrnbK0xcUFBheh4SE8NNPP3HkyBG8vLxISEjA1ta2zP5mZmbl3mdmZrJ9+3b27dtH69atCQwMLNOuSqUCQKFQoNHoy+Ju2LABFxcXNm/ezI0bN5g+fToAOp2u3DmeRqfT4e3tzcKFC8tts7CwKDcP3crKyvA6MDCQyMhIevbsSVxcHKdOnQJAq9USGxtbo2qkbd6chVZbO99RQ/SsZaFLjikqLKYgM4MfPwgCGu6a6o2xPHbJLyXVua6a5uFZzmmKGuP98CwkD3oNIQ91Xcq+IeTAGB7PQ13nvTSFwgx7+6oPREITXfWltLS0NDQaDTY2NuTk5GBvb49KpeLkyZP89ttvAAwdOpSDBw+SlZUFUK2pL8899xxpaWlotVoOHz5s+DwjI4N+/foREBCAra0tt27dKnfs+fPnyczMRKvVkpyczMCBA8nLy8PKygpra2vu3bvHd999V2kMOTk5tGvXDqDMWubDhg1jz549FBcXP/G6lEqlYQR+6NChHDp0iPv37xv2L8lRZfLy8mjTpg1FRUUcOHDA8Pnw4cPLPMh76dKlKrUn6oasqS6EEEKYjiY5ol4yRx30o8Th4eGYm5vj7u7OO++8w4QJE+jVqxddu3YFwNHRkTlz5uDn54dCoaB3796EhYVV6VwLFy5k9uzZtG/fHkdHR/Lz8wGIiIjg+vXr6HQ6hgwZYpi6Ulr//v1Zu3YtV65cwdnZmdGjRxvO7+bmhoODAwMGDKg0hrfeeovAwEB27NjBkCFDDJ9PnjyZ9PR0PDw8UCqV+Pj44OvrW+ZYHx8fPDw86N27N2vXrmX+/Pm8+eabaLVaVCoVH374IR07dqw0hoCAACZPnkzHjh3p3r07eXl5gH4pyJCQENzd3dFoNDg7OxMSElJpe6J2layrLmuqCyGEEKbDTFdb8zpErUpJSWH79u1s3bq1vkMxeffv58rUlxr8ZFfSOS/dUS8phtSQNMafdZ/l+6jN+6Eha4z3w7OQPOg1hDyE79bXdFnyRuUDcM+iIeTAGB7PQ13nvTSZ+iKEEEIIIUQj0SSnvjQELi4uuLi41HcYQgghhBCinsiIujCKR48e4evry8WLF5kyZQpubm64u7uTlJRk2GfBggWkp6fXX5BCCCGEECZEOurCKD7//HNGjx5NixYtCA8P58svv2Tbtm2EhoYaCj5NmzaNbdu21XOkQgghhBCmQaa+CKM4cOAAa9as4fnnnzd81q5dO+zs7FCr1bRq1QpnZ2cCAwMpLi42FGGqCqlMWr3KpI+TSqVCCCGEaZKOuqhzhYWFZGZmlumkg36d+KKiIjp10ncSFQoFnTt35vLly/Tp06fK7Utl0upVJi13bKlKpQ29KmVDjftJpDJpzTSGa6gNkgc9U8+DVCY1HqlMKkQpWVlZWFuX/R/gzp07fPDBB4SHh6NQ/G8Glp2dHXfu3KlW+1KZtHaW3Lp7N6dclVJjq0lV1Ma49JhUJn12jfF+eBaSB72GkAepTGocUplUiMdYWlpSWFhoeJ+bm8vs2bOZP38+/fv3L7NvYWEhlpaWxg5RmACpiiqEEEKUJSPqos61bt0ajUZDQUEBZmZmvPvuu3h6ejJu3Lhy+6anp9OtW7d6iFKUKKlSamxSFVUIIYQoSzrqwiiGDRvG2bNnuXv3LmfOnOHBgwfEx8cDEBYWRq9evbh37x4WFha0bdu2nqMVQgghhKh/0lEXRuHr68uOHTtYvXo1np6eFe6TmJjIlClTjByZEEIIIYRpkjnqwih69+6Ni4sLGo3miftYW1vj7e1txKiEEEIIIUyXjKgLo5k0adJTt0+cONFIkQghhBBCmD4ZURdG8ejRI3x9fbl48SJTpkzBzc0Nd3d3kpKSDPssWLCA9PT0+gtSCCGEEMKESEddGMXnn3/O6NGjadGiBeHh4Xz55Zds27aN0NBQsrOzAZg2bRrbtm2r50iFEEIIIUyDTH0RRnHgwAHWrFlTpjppu3btsLOzQ61W06pVK5ydnQkMDKS4uBilsuq35u9bIynMelAXYTcIt5opDUVqaqogMwMLh0610pYQQgghakY66qLOFRYWkpmZWaaTDnD+/HmKioro1EnfMVQoFHTu3JnLly/Tp0+fKrevVCnRNWvat7Kqlq5f9WJX2owYXi+llG81U5L36zVufbTa8FmbEcP5P9cxVW7DVEtAP6tb//1eq3tdNcnDs57TFDWGa6gNkgc9U8+DMUrZm3oOjKV0HoyR95po2r0bYRRZWVlYW5f9H+DOnTt88MEHhIeHo1D8bwaWnZ0dd+7cqVb7bd6chVarq5VYG6K6KAtdH2WmiwqL0el0hl8HCjIzKCosxnzA0Cod3xjLY5fkojrXVdM8FBUWU5CZwY8fBD1zGwDWLkOxefmVGrVRE43xfngWkge9hpCHui5l3xByYAyP56Gu816aQmGGvX3Lah0jHXVR5ywtLSksLDS8z83NZfbs2cyfP5/+/fuX2bewsBBLS0tjhyhMROmqqFKptOEqyMwAqNeOuhBCNAbSURd1rnXr1mg0GgoKCjAzM+Pdd9/F09OTcePGlds3PT2dbt261UOUQpimgsyMCv9oqcsR69J/MD0L+SNLCCFqh3TUhVEMGzaMs2fPcvfuXc6cOcODBw+Ij48HICwsjF69enHv3j0sLCxo27ZtPUcrhGmTEWshhGgapKMujMLX15cdO3awevVqPD09K9wnMTGRKVOmGDkyIUxbRaPbMmIthBBNg6yjLoyid+/euLi4oNFonriPtbU13t7eRoxKCCGEEMJ0mWRHfcuWLYbKlZ6envz0008AfPrppzx8+LDWzpOSksKPP/5Ya+2ZqsOHD/PLL78Y3m/YsIHjx48DMGrUKNRqdbljYmJiSEhIeGq7cXFx3L592/B+6dKlZc7zuEmTJmFubv7E7RMnTqzW+ulCCCGEEI2ZyfWKUlNTOXLkCPHx8TRr1gy1Wk1RUREAn332GR4eHlhZWZU7TqPRPLUTWJFTp07RvHlzBgwYUCuxm6rDhw/zyiuvGB7SDAgIqPSYadOmVbpPfHw8jo6OtGvXDoCVK1fWLFAhhBBCCGFgch31u3fvYmtrS7NmzQD9utqg76TfuXOHGTNmYGNjQ3R0NE5OTvj7+3Ps2DGWLFmCpaUlYWFh5OfnY2try6pVq2jbti1+fn707NmTCxcukJubS2hoKHZ2duzZsweFQsEXX3xBcHAw7du3JygoCLVajZ2dHatWraJDhw4EBgZiYWHBr7/+ys2bN1m1ahXx8fGcO3eOfv36ERYWxr/+9S+uXr1KUJB+7eG9e/eSlpbGX//6VxISEoiKisLMzIwePXqwevVq1Go1y5Yt4+bNmwAEBQUxcOBATp06ZejwmpmZsWvXLlq2LLvm5ty5c7l16xYFBQVMnz7dMK/bycmJ6dOn8+2332JpaUlkZCQZGRl88803nDp1ii1btrBp0yYiIyN55ZVXGDt2LABRUVGkpKQAsHbtWjp37symTZto3rw5M2fO5NKlSyxbtoyHDx/SqVMnQkNDOXHiBBcvXmTRokVYWloSGxvL22+/zeLFi+nbty/fffcd69evR6PRYGtry86dO8u0CfD666/z8ccfY2dnx/z587l16xZarZa5c+cyfvz4urzNhBBCCCFMnsl11IcNG8bmzZtxdXVl6NChjB8/nsGDBzN9+nQ+/fRTdu7caei85+fn4+joSEBAAEVFRfj5+REZGYmdnR1JSUmsX7+eVav0D109fPiQPXv2cPr0aYKCgkhMTGTq1KllOo5z5szBy8sLb29v9u3bx4oVK4iMjAQgOzubzz77jK+//po5c+YQExODo6MjkyZN4tKlS7i5ueHh4cEHH3yASqUiLi6Ov//971y9epUtW7YQExODnZ0dDx7oS92vXLmSGTNm4OzszM2bN5k5cybJycls376dDz/8kIEDB5KXl4eFhUW5HIWGhmJjY8OjR4+YNGkSY8aMwdbWlvz8fPr168eCBQuIiIhg7969zJ07l1GjRpXpmD+uZcuW7Nu3j4SEBEJDQ9m6dWuZ7YsXLyY4OJjBgwezYcMG/vGPf7B06VJ2795t6JiXplarCQ4OZteuXTg4OBiu+Um+//572rZtyyeffAJATk71ig78vjWSwqynn6Mxu9VMaSiM05AVZGZg4dCpvsMQQgghTIbJddRbtGhBXFwcZ86cISUlhQULFrBw4UImTJhQbl9zc3NcXV0BuHbtGleuXOHPf/4zAFqtljZt2hj2dXNzA2DQoEHk5uaSnZ1drr3U1FQ2bdoEgKenJ6tX/6+U+ciRIw0j4s899xw9evQAoFu3bvz222/06tWLIUOGcOTIEbp27UpRURE9evQgOjqasWPHGv64sLGxAeD48eNl5nPn5uaSm5vLgAEDCAsLw93dnTFjxtCiRYtycUZHR/PVV18B8Pvvv3P9+nVsbW1RqVSMHDkSgD59+vDDDz9UKeevv/66IUclf9iUyMnJIScnh8GDBwPg7e1d6dSZc+fO4ezsjIODQ5lrfpLu3bsTHh7O6tWrGTlyJM7OzlWKu4RSpUTXzORuZaNSNYLrV73YlTYjhhvKOD9LKXtTLQH9rJ6Ug8pyU5M8PEve66KN2lDf5zcVkgc9U8+DMUrZm3oOjKV0HoyR95owyX/dzc3NcXFxwcXFhe7du5OQkFBhR93CwsIwL12n0+Ho6EhsbGyFbZqZmT31fWXHlEzFMTMzM7wGUCgUFBfrRzMnT57Mxx9/TNeuXQ3x6nQVl7bXarXExsaWq8I5a9YsXn75ZY4ePYqPjw87duzgxRdfNGxPSUnh+PHjxMbGYmVlhZ+fHwUFBQCoVCpDzAqF4qkrrNQlnU5XYX7Nzc3RarWG9yVxd+nShbi4OI4ePcratWsZNmwY7733XpXP1+bNWWi1Fee5KWhsZaFLrqXkV4KqXltjywM8OQdPy01N81DdvNdVGzXVGO+HZyF50GsIeajrUvYNIQfG8Hge6jrvpSkUZtjbt6x8x9LH1FEsz+zXX38lPT3d8P7SpUt06NAB0I+25+XlVXhcly5dUKvVpKamAlBUVMTVq1cN25OSkgA4c+YM1tbWWFtbl2vPycmJL7/8EoADBw4wcODAasXer18/bt26RWJiomGUeujQoRw8eJCsrCwAwzSQ4cOHs2vXrjLXCZCRkUGPHj2YNWsWffr04dq1a2XOkZOTQ+vWrbGysiItLY1z585VGtfT8gaQnJwM6HPk5ORUZpu1tTWtWrXizJkzAOzfv59BgwY9tV0nJydOnz5NZmZmmWvu2LEj//nPfwD4+eefuXHjBgC3b9/GysoKT09PZs6cadhHCCGEEKIpM7kR9fz8fFasWEF2djbm5uZ07tyZkJAQAHx8fHj77bdp06YN0dHRZY5r1qwZGzduZMWKFeTk5KDRaJgxYwaOjo6Avoz91KlTDQ+Tgn46y7x58/j6668JDg7mb3/7G0FBQURFRRkeJq2ucePGcenSJVq3bg2Ao6Mjc+bMwc/PD4VCQe/evQkLC2Pp0qWEhITg7u6ORqPB2dmZkJAQdu7cSUpKCgqFgm7dujFixIgy7Y8YMYI9e/bg7u5Oly5d6N+/f6UxjR8/nuDgYKKjo9m4cWO57YWFhUyePBmtVsu6devKbQ8PDzc8TOrg4GDIi7e3N8uWLTM8TFrCzs6OkJAQ3n//fbRaLfb29uzYsQNXV1f279+Pp6cnffv25YUXXgDgypUrREREoFAoUCqVLF++vKrpFkIIIYRotMx0T5qb0Yj4+flV+NBjXZg9ezb+/v4MHTq0zs8l9O7fz5WpL43w58yS6puPV+V8ksaYhyfl4Gm5qWkeqpv3umqjphrj/fAsJA96DSEP4bv1dV2WvFE3S0Y3hBwYw+N5qOu8l9Yopr40VNnZ2bi6umJhYSGddCGEEEIIUWMmN/WlLjw+TaYutGrVikOHDtX5eYRoSgoyMwyjs5WpzjKV1i5DsXn5lRpEJoQQQtQ9GVEXRvHo0SN8fX25ePEiU6ZMwc3NDXd3d8NDvgALFiwo8yCxEHWhIDODnJQT9R2GEEIIUakmMaIu6t/nn3/O6NGjadGiBeHh4bzwwgvcvn2biRMnMnz4cFq1asW0adPYtm0bK1asqO9whYmwcOhU63PUqzpCL4QQQtQ36agLozhw4ABr1qzh+eefN3zWrl077OzsUKvVtGrVCmdnZwIDAykuLkaprPqtKZVJa7cyqUwLEUIIIUyDdNRFnSssLCQzM7NMJx3g/PnzFBUV0amTvmy8QqGgc+fOXL58mT59+lS5falMWnuVSfOuXeNRqpI2k9xrpb2aqKvKpKZSNbMqpDJpzdT3+U2F5EHP1PMglUmNRyqTClFKVlYW1tZl/we4c+cOH3zwAeHh4SgU/3tUws7Ojjt37lSrfalMWntLbmVGrKKosNgklvCqq8qkplA1s6qkMumzk6Xo9CQPeg0hD1KZ1DikMqkQj7G0tKSwsNDwPjc3l9mzZzN//vxyBZsKCwuxtLQ0dohCCCGEECZHRtRFnWvdujUajYaCggLMzMx499138fT0ZNy4ceX2TU9Pp1u3bvUQpRBCCCGEaZGOujCKYcOGcfbsWe7evcuZM2d48OAB8fHxAISFhdGrVy/u3buHhYUFbdu2redohRBCCCHqn3TUhVH4+vqyY8cOVq9ejaenZ4X7JCYmMmXKFCNHJh5X1SJDsjqMEEIIUbdkjrowit69e+Pi4oJGo3niPtbW1nh7exsxKvGspGiQEEIIUfdkRP0xW7ZsITExEYVCgUKhICQkhH79+vHpp58yZcoUrKysauU8KSkpqFQqBgwYUCvtmbKpU6eyZ88eJk2a9NTtw4cP5y9/+QsbN240coSitKoUGZKiQUIIIUTdk456KampqRw5coT4+HiaNWuGWq2mqKgIgM8++wwPD48KO+oajQZzc/NqnevUqVM0b968SXTU9+zZU6Xt7dq1k066EEIIIcR/SUe9lLt372Jra0uzZs0A/ZreoO+k37lzhxkzZmBjY0N0dDROTk74+/tz7NgxlixZgqWlJWFhYeTn52Nra8uqVato27Ytfn5+9OzZkwsXLpCbm0toaCh2dnbs2bMHhULBF198QXBwMO3btycoKAi1Wo2dnR2rVq2iQ4cO3Lt3j2XLlpGZmQnA8uXLGTBgADt27ODzzz8HYNKkSfj7+wOQkJBAVFQUZmZm9OjRg9WrV1fYRtu2bZkzZw6JiYkAREVFkZ+fz/vvv89nn33Gnj17MDc3p1u3bqxfv75Mnm7cuMHixYt5+PAhAMHBwQwYMIANGzbwzTffAKBWqxk+fDirVq3CycmJ1NTUSrffuHGjTExCCCGEEE2ZdNRLGTZsGJs3b8bV1ZWhQ4cyfvx4Bg8ezPTp0/n000/ZuXOnofOen5+Po6MjAQEBFBUV4efnR2RkJHZ2diQlJbF+/XpWrdJPD3j48CF79uzh9OnTBAUFkZiYyNSpU2nevDkzZ84EYM6cOXh5eeHt7c2+fftYsWIFkZGRrFixgkGDBrF582Y0Gg35+flcvHiRuLg49u7di06nw8fHh8GDB6NSqdiyZQsxMTHY2dnx4MEDgArb+H//7/89MQ+ffPIJ33zzDc2aNSM7O7vcdnt7e3bs2IGFhQXp6en85S9/IS4ujoCAAAICAsjJyeFPf/oTb7zxRpnjKtv+rH7fGklh1oNaaashutVMaSgwU1MFmRlYOHSqlbaEEEIIUTPSUS+lRYsWxMXFcebMGVJSUliwYAELFy5kwoQJ5fY1NzfH1dUVgGvXrnHlyhX+/Oc/A6DVamnTpo1hXzc3NwAGDRpEbm5uhZ3f1NRUNm3aBICnpyerV68G4OTJk0RERBjOaW1tzdmzZ3nttddo3rw5AKNHj+bMmTOYmZkxduxYwx8TNjY2T2zjaR31Hj16sGjRIl599VVee+21ctuLi4sJCQnh8uXLKBQK0tPTDdt0Oh2LFi3C39+fPn36lDu2su3PQqlSomvWtG9lVS1dv+rFrrQZMbzSUsrGKBH/LOeoyr6mUt6+Kp4Ua2XXUJNrq438mEqO6/v8pkLyoGfqeTBGKXtTz4GxlM6DMfJeE027d1MBc3NzXFxccHFxoXv37iQkJFTYUbewsDDMS9fpdDg6OhIbG1thm2ZmZk99X5VjStPpdNX6vCJKpRKtVmt4X1BQYHj9ySefcPr0ab755hsiIyP58ssvUSr/d6t8+umnPPfcc+zfvx+tVstLL71k2LZp0ybatWvHxIkTKzxvZdufRZs3Z6HVVv3aG5u6KAtdWXvGKBFf3XNUNQ+mUN6+qp4U69Ouoab3Q23kxxRyLOXS9SQPeg0hD3Vdyr4h5MAYHs9DXee9NIXCDHv7ltU6Rjrqpfz6668oFApeeOEFAC5dukSHDh0A/Wh7Xl6eYbS6tC5duqBWq0lNTcXJyYmioiLS09NxdHQEICkpiSFDhnDmzBmsra2xtramRYsW5ObmGtpwcnLiyy+/xMvLiwMHDjBw4EAAhg4dyj//+U/8/f3RaDQ8fPiQQYMGERgYyKxZs9DpdBw+fJiIiAhUKhXvvfce/v7+2Nra8uDBA2xsbCpsw97envv375OVlUWLFi04cuQIf/zjH9Fqtfz+++8MGTKEgQMHkpiYSH5+Pq1atTLEmpOTw//93/+hUCiIj483LLn47enZe+4AACAASURBVLffcvz4cT777LMK81vZdtGwVHW99Zq0L9NwhBBCNGXSUS8lPz+fFStWkJ2djbm5OZ07dyYkJAQAHx8f3n77bdq0aUN0dHSZ45o1a8bGjRtZsWIFOTk5aDQaZsyYYeiot27dmqlTpxoeJgUYOXIk8+bN4+uvvyY4OJi//e1vBAUFERUVZXiYFGDp0qUEBwfz+eefo1Ao/n/27jyqqnJ//Pibw6yigNM3DU0SFZdeQlHk6jK1EicmBxwSpbypeUvymkoYaXyVQVKvmph9wwm8iBliIto3M2kwUbro1S4tDQdwwOnoTwZlOJzfH+fLviAgKHA4yOe1Vmudw977eT77w3b1sPeznw/Lly/H2dmZ8ePHM2nSJED3Mmnv3r0B3Vx3Pz8/VCoVvXv3Jjw8vNo2/vrXv+Lr68vzzz+Pvb09oFvBZtGiReTl5aHVavH3968wSAeYNm0a7777LocOHcLV1VWZgrNlyxZu3rypxDVixAgCAgKU42raLkR55nZdsHJ1a+wwhBBCiEZjpH2S+RLiifn5+bF48WL69u3b2KE8s+7cyZOpL3p+nFl2J72m9db1qbZ5MMTYq1NdrI87h7peD/WRH0PIsTzm15E86DSFPETs/CcAS15vmGWbm0IO9OHRPDR03suTqS9CCFELDT1tB8DK1Q3rl4c1aB9CCCGebTJQb2CPTpMRQjz7CrOzAGSgLoQQok6a5UDd0dGRHj16oNVqMTY2Vgr2PKm4uDgsLS3x9vYmMDCQYcOGMWrUqCY/3WXp0qW88cYbdO/enc8++4y5c+c2dkhC1Ctzuy4NOi2joe/WCyGEaB6a5UDdwsKCffv2AfDjjz+yZs0aYmNjn7idqVOn1ndoBmHlypXK582bNz/xQF2j0ShLV1b1XQghhBBC1KxZDtTLy8vLU1Y1yc/PZ968edy/f5+SkhICAgKUgj+JiYlER0djZGREz549iYyMZMOGDRWqi1bF2dmZ9PR0AA4dOsTRo0cJDw/n4MGDbNy4EZVKhZWVFTt37qxwXGpqKuvXr8fa2pqLFy/i4uLC8uXLUalULFu2jDNnzlBYWIi7uzvz588HdKuoeHt78/3331NSUsLf//53XnzxRf71r38RGhrKw4cPsbCwIDQ0FHt7ezQaDZ988gk//fQToFvZxs/PT3ki8M033/Dw4UO8vLzo3r07q1evZt++fcTExFBcXIyTkxPLli3D2NgYZ2dn/P39+emnn1iyZAmLFy9m/Pjx/Pzzz0yfPp38/Hzi4+MpLi6ma9eurFq1CktLS9RqNcuWLePatWsABAUFKUtTCiGEEEI0Z81yoF42+CwsLOTWrVts374d0BUx2rhxI61atUKtVjN58mReeeUV/vjjDzZt2kRcXBy2trbcu1f3cvVRUVFER0fTsWPHKiuVAvzrX/8iOTmZTp068Ze//IX//d//ZdSoUSxYsABra2s0Gg3+/v78/vvv9OrVCwAbGxv27t3Lzp072bJlCytXrsTe3p7Y2FhMTEw4duwYa9euZcOGDcTHx3PlyhX27t2LiYlJpfN6//332blzp/L0ITMzk4MHDxIXF4epqSnLly9n//79eHt7U1BQgIODQ4XlFs3NzYmLiwPg7t27+Pr6ArB27Vr27NmDn58fK1euZObMmbi4uHDt2jVmzZrFwYMHnyiX1zdHUXS37r+TpirHzEQpMKMvssa5EEII0fCa5UC9/NSX9PR0lixZQlJSElqtljVr1nDy5ElUKhU3btzg9u3bHD9+nFGjRinFjqytrescg7OzM4GBgYwePZrXXnutyn3+9Kc/YWdnB8DYsWP59ddfGTVqFAcPHmT37t2UlJRw69YtMjMzlYH6yJEjAejTpw/ffvstoCtQtGTJEi5fvoyRkRHFxcUA/PLLL0yZMkWpOlrTef3yyy+cPXuWiRMnAro/eNq2bQvoKrq6u7tX2H/MmDHK5/Pnz/P3v/+d3Nxc8vPzGTJkCADHjh3jjz/+UPbLy8sjLy+PVq1qv3yRiakJWrNmeSkrTPV8/qYv2tN+6BCDK7lcm3j0Ud6+vvqorp2a2q9Lv/URuz5yXBuN3b+hkDzoGHoe9FHK3tBzoC/l86CPvNdF8x7doBsw3717F7VaTUpKCmq1moSEBExNTRkxYgSFhYXU11LzhYWFyueQkBBOnz7N0aNH8fb2JjExERsbmwr7GxkZVfqenZ3Nli1b2LNnD23atCEwMLBCu6ampgCoVCqlYui6detwdXVl48aNXLlyhRkzZgCg1Wor9fE4Wq0WHx8fFi5cWGmbubl5pXnolpaWyufAwECioqLo1asXCQkJnDhxAoDS0lLi4+OxsLCodRyPav/mbFlHvZHWxjWkNXlrmwd9lLevrz6qa+dx7df1eqiP2PWR45rImtE6kgedppCHhi5l3xRyoA+P5qGh817e06yjrmqgWJqMzMxMNBoN1tbW5Obm0rZtW0xNTTl+/DhXr14FwM3NjUOHDnH37l2AJ5r60q5dOzIzMyktLeXw4cPKz7OysnByciIgIAAbGxtycnIqHfuvf/2L7OxsSktLOXjwIP379yc/Px9LS0usrKy4ffs2P/zwQ40x5Obm0rFjRwD27t2r/Hzw4MHs2rWLkpKSas/LxMREuQPv5ubGN998w507d5T9y3JUk/z8fNq3b09xcTH79+9Xfj5kyJAKL/JmZGTUqj0hhBBCiGdds7yjXjZHHXR3iSMiIjA2NsbDw4O3336b8ePH4+joiL29PQAODg7MnTsXPz8/VCoVvXv3Jjw8vFZ9LVy4kDlz5vDcc8/h4OBAQUEBAKtWreLy5ctotVoGDRqkTF0p76WXXmL16tWcO3cOFxcXXnvtNaX/sWPHYmdnV6tlJf/yl78QGBjI1q1bGTRokPLzSZMmcenSJTw9PTExMcHX15fp06dXONbX1xdPT0969+7N6tWree+993jzzTcpLS3F1NSUjz76iM6dO9cYQ0BAAJMmTaJz58706NGD/Px8QLcUZEhICB4eHmg0GlxcXAgJCamxPSGEEEKIZ52Rtr7mdYh6lZqaypYtW9i8eXNjh2Lw7tzJk6kv8jiz1nnQR3n7+uqjunYe135dr4f6iF0fOa6J/LvQkTzoNIU8NHQp+6aQA314NA8NnffyZOqLEEIIIYQQz4hmOfWlKXB1dcXV1bWxwxBCCCGEEI1E7qgLvXj48CHTp0/n7NmzTJ48mbFjx+Lh4UFycrKyz4IFC7h06VLjBSmEEEIIYUBkoC704quvvuK1116jZcuWREREcODAAb744gtCQ0OVgk9Tp07liy++aORIhRBCCCEMg0x9EXqxf/9+PvnkE55//nnlZx07dsTW1ha1Wk3r1q1xcXEhMDCQkpISpQhTbUhlUv1XJq0NK1c3rF8e1thhCCGEEE2WDNRFgysqKiI7O7vCIB1068QXFxfTpYuuFL1KpaJr1678/vvv9OnTp9btS2VS/VcmrUn+xYs8TDeh/UQPvfYrlUmpc79SmfTZI3nQMfQ8SGVS/ZHKpEKUc/fuXaysKv4DuHnzJosWLSIiIgKV6j8zsGxtbbl58+YTtS+VSQ1vya3sVWEUF5XoNS6pTKojlUl1DPHfRWOQPOg0hTxIZVL9aGqVSWWgLhqchYUFRUVFyve8vDzmzJnDe++9x0svvVRh36KiIiwsLPQdohD1rjA7S1lPvC5tmNt1qaeIhBBCNDUyUBcNrk2bNmg0GgoLCzEyMuKvf/0rXl5ejB49utK+ly5donv37o0QpRCGx9yuC1aubo0dhhBCiEYiA3WhF4MHD+bXX3/l1q1bpKWlce/ePfbu3QtAeHg4jo6O3L59G3Nzczp06NDI0QpRd+Z2XRq1MqcQQoimTwbqQi+mT5/O1q1biYyMxMvLq8p9kpKSmDx5sp4jEw2lPqZ+PInarn4j00mEEEI0FbKOutCL3r174+rqikajqXYfKysrfHx89BiVaI5kOokQQoimQu6oP2LTpk0kJSWhUqlQqVSEhITg5OTEtm3bmDx5MpaWlvXST2pqKqampvTr169e2jNkU6ZMYdeuXUycOPGx24cMGcLf/vY31q9fr+cIRUPQ99QPWdFACCHEs0YG6uWkp6dz9OhR9u7di5mZGWq1muLiYgB27NiBp6dnlQN1jUaDsbHxE/V14sQJWrRo0SwG6rt27arV9o4dO8ogXQghhBDi/8hAvZxbt25hY2ODmZkZoFvTG3SD9Js3bzJz5kysra2JiYnB2dkZf39/fvrpJ5YsWYKFhQXh4eEUFBRgY2NDWFgYHTp0wM/Pj169enHmzBny8vIIDQ3F1taWXbt2oVKp+PrrrwkODua5554jKCgItVqNra0tYWFhdOrUidu3b7Ns2TKys7MBWL58Of369WPr1q189dVXAEycOBF/f38AEhMTiY6OxsjIiJ49exIZGVllGx06dGDu3LkkJSUBEB0dTUFBAe+++y47duxg165dGBsb0717d9auXVshT1euXGHx4sU8ePAAgODgYPr168e6des4cuQIAGq1miFDhhAWFoazszPp6ek1br9y5UqFmIQQQgghmjMZqJczePBgNm7ciLu7O25ubowZM4aBAwcyY8YMtm3bxvbt25XBe0FBAQ4ODgQEBFBcXIyfnx9RUVHY2tqSnJzM2rVrCQvTvUj34MEDdu3axcmTJwkKCiIpKYkpU6bQokULZs2aBcDcuXPx9vbGx8eHPXv2sGLFCqKiolixYgUDBgxg48aNaDQaCgoKOHv2LAkJCezevRutVouvry8DBw7E1NSUTZs2ERcXh62tLffu3QOoso3/9//+X7V5+Pzzzzly5AhmZmbcv3+/0va2bduydetWzM3NuXTpEn/7299ISEggICCAgIAAcnNzmTZtGq+//nqF42ra/rSub46i6O69emmrKartS5T6JC9sCiGEEHUnA/VyWrZsSUJCAmlpaaSmprJgwQIWLlzI+PHjK+1rbGyMu7s7ABcvXuTcuXO88cYbAJSWltK+fXtl37FjxwIwYMAA8vLyqhz8pqens2HDBgC8vLyIjIwE4Pjx46xatUrp08rKil9//ZVXX32VFi1aAPDaa6+RlpaGkZERo0aNUv6YsLa2rraNxw3Ue/bsyfvvv88rr7zCq6++Wml7SUkJISEh/P7776hUKi5duqRs02q1vP/++/j7+9OnT59Kx9a0/WmYmJqgNWvel7KpgZ2/6Yv2tB86RO8lmQ2lBHTO//0+GiqemtqvS7/1EXtDn39tNXb/hkLyoGPoedBHKXtDz4G+lM+DPvJeF4b1f3cDYGxsjKurK66urvTo0YPExMQqB+rm5ubKvHStVouDgwPx8fFVtmlkZPTY77U5pjytVvtEP6+KiYkJpaWlyvfCwkLl8+eff87Jkyc5cuQIUVFRHDhwABOT/1wq27Zto127duzbt4/S0lL+9Kc/Kds2bNhAx44dmTBhQpX91rT9abR/czalpbU/92eNIb9Eqc+4DCkPZU84Giqex7Vf1zzUR+wNff61YUjXQ2OSPOg0hTw0dCn7ppADfXg0Dw2d9/JUKiPatm31ZMc0UCxN0oULFyrcHc7IyKBTp06A7m57fn5+lcd169YNtVpNeno6AMXFxZw/f17ZnpycDEBaWhpWVlZYWVlVas/Z2ZkDBw4AsH//fvr37w+Am5sb//jHPwDdS6t5eXkMGDCAw4cP8+DBAwoKCjh8+DAuLi64ublx6NAh7t69C6BMfamqjbZt23Lnzh3u3r1LUVERR48eBXRPA65fv86gQYNYtGgRubm5FBQUVDjf3Nxc2rdvj0qlYt++fcqSi99//z3Hjh3jww8/rDJPNW0XQgghhBD/IXfUyykoKGDFihXcv38fY2NjunbtSkhICAC+vr689dZbtG/fnpiYmArHmZmZsX79elasWEFubi4ajYaZM2fi4OAAQJs2bZgyZYryMinA8OHDmT9/Pt999x3BwcF8+OGHBAUFER0drbxMCrB06VKCg4P56quvUKlULF++HGdnZ8aPH8+kSZMA3cukvXv3BnRz3f38/FCpVPTu3Zvw8PBq2/jrX/+Kr68vzz//PPb29oBuIL9o0SLy8vLQarX4+/vTunXrCuc7bdo03n33XQ4dOoSrq6syBWfLli3cvHlTiWvEiBEEBAQox9W0XQghhBBC/IeR9knmS4gn5ufnx+LFi+nbt29jh/LMunMnT6a+yONMg8pDWUXWhlpH/nHt1zUP9RF7Q59/bRjS9dCYJA86TSEPETv/CcCS1xtm2eamkAN9eDQPDZ338mTqixBCCCGEEM8ImfrSwB6dJiOEEEIIIURtGNQddUdHR7y8vPD09MTHx4d//vOfT9VOXFwciYmJAAQGBnLo0CFANw3lzJkz9RZvQ3vrrbeUpRydnZ0BuHHjBvPnz2/MsJ7IunXrOHbsWGOHIYQQQgjR5BjUHXULCwv27dsHwI8//siaNWuIjY194namTp1a36E1iv/5n/+p9LOOHTuyfv36RohG96Jp2ZKUtSUviwohhBBCPB2DuqNeXl5enrLaSH5+PjNnzsTHxwcPDw8OHz6s7JeYmIiHhweenp4sWrQI0K3VHR0d/dj2y+5QAxw6dIjAwEAADh48yLhx4/D09KyycmZqairTp08nICAAd3d3PvnkE77++msmTpyIh4cHWVlZABw5coRJkybh7e2Nv78/t2/fBuDEiRN4eXnh5eWFt7c3eXl53Lx5k9dffx0vLy/GjRtHWloaoFsVRa1WV+j/ypUrjBs3DtCtff7BBx/g4eGBt7c3x48fV/aZNm0aPj4+FZ5MpKam4ufnx/z58xk1ahQLFy5U1l7/5Zdf8Pb2xsPDgw8++ICioiIlhk8//ZSpU6dy6NAhsrKymDVrFuPHj2fatGlkZmYC8PbbbytPMXbt2sXChQuBik80yp/PmTNn8PPzqzYnQgghhBDNnUHdUX/48CFeXl4UFhZy69Yttm/fDuiKC23cuJFWrVqhVquZPHkyr7zyCn/88QebNm0iLi4OW1tbZd3wuoiKiiI6OpqOHTtWWUEU4Pfffyc5ORlra2teeeUVJk2axJ49e9i+fTsxMTEsXbqU/v37s3v3boyMjPjyyy/54osvCAwMZMuWLXz00Uf079+f/Px8zM3N2b17N0OGDOHtt99Go9Hw4MGDWsW6c+dOQLfuemZmJrNmzeKbb76hbdu2bN26FXNzcy5dusTf/vY3EhISAPj3v//NgQMH6NChA1OnTuXXX3+lb9++BAYGsm3bNrp168bixYv5xz/+gb+/v5L/uLg4AGbOnMnHH3/MCy+8wOnTp/n444/ZsWMH//3f/83UqVN5/vnn2bp1a7XFn6pSVU6exPXNURTdrfvvvqnKMTNRCsw0Z4aUh8LsLMztujR2GEIIIZo4gxqol5/6kp6ezpIlS0hKSkKr1bJmzRpOnjyJSqXixo0b3L59m+PHjzNq1ChsbW0BsLa2rnMMzs7OBAYGMnr0aF577bUq9+nbty8dOnQAoEuXLgwePBiAHj16kJqaCkBOTg4LFizg1q1bFBUV8fzzzwPQr18/wsPD8fDwYOTIkbRs2ZK+ffsSFBRESUkJr776Ko6OjrWK9ddff2X69OkAvPjii3Tq1ImLFy/SuXNnQkJC+P3331GpVBWKOP3pT3/iv/7rvwDo1asXV69epVWrVjz//PN069YNAB8fH3bu3KkM1MeMGQPonmykp6dXmM5Sdue9Xbt2zJ8/nxkzZvDpp58+0e+iqpw8CRNTE7RmBnUp651pMz//MoaSB9MX7Wk/dEiDlaTO+b/zrK79uvRbU9v6aqM+NHb/hkLyoGPoedBHKXtDz4G+lM+DPvJeF4bxf7UqODs7c/fuXdRqNSkpKajVahISEjA1NWXEiBEUFhZSX0vAFxYWKp9DQkI4ffo0R48exdvbm8TERGxsbCrsb2ZmpnxWqVTKd5VKpVTpXLFiBf7+/rzyyiukpqby6aefAjB79mxefvllUlJS8PX1ZevWrQwYMIDY2FhSUlJYvHgxs2bNwtvbu8a4qzv/bdu20a5dO/bt20dpaSl/+tOfqozd2NgYjUZTYx4tLS2V/lq3bq38MfWoc+fOYW1tzc2bN6vcbmxsrPRVPudV5eTFF198bEzltX9ztqyjLmvjGmQeGiqesicHVbVf1zw8rm19tlFXhng9NAbJg05TyENDl7JvCjnQh0fz0NB5L++ZWkc9MzMTjUaDtbU1ubm5tG3bFlNTU44fP87Vq1cBcHNz49ChQ9y9exfgiaa+tGvXjszMTEpLSyvMec/KysLJyYmAgABsbGzIycl5qvhzc3Pp2LEjgDJ3u6z9nj17Mnv2bPr06cPFixe5evUqbdu2xdfXlwkTJvDbb7/Vqo8BAwawf/9+AC5evMj169ext7cnNzeX9u3bo1Kp2Ldvn/LHQ3Xs7e25evUqly9fBmDfvn0MGDCg0n5ld94PHjwI6Abuv//+OwD/+te/+OGHH9i7dy9btmwhOzu70vGdO3fm7NmzAPzv//7vY3MihBBCCNHcGdQd9bI56qAbBEZERGBsbIyHhwdvv/0248ePx9HRUSl37+DgwNy5c/Hz80OlUtG7d2/Cw8Nr1dfChQuZM2cOzz33HA4ODhQUFACwatUqLl++jFarZdCgQfTq1eupzuWdd94hICCAjh074uTkxJUrVwDYvn07qampqFQqunfvztChQzlw4ADR0dGYmJjQokULIiIiatXHtGnTWLZsGR4eHhgbGxMWFoaZmRnTpk3j3Xff5dChQ7i6utKiRYvHtmNubk5YWBgBAQFoNBr69OlT7co5kZGRLF++nE2bNlFSUsKYMWOwt7fnww8/JCwsjI4dO7JkyRKCgoLYsWNHpZwsXbqUzZs34+TkpPy8qpwIIYQQQjR3Rtr6mj8iRCO5cydPpr7I48xmlYfsVWEA2C3+oNK2uubhcW3rs426ak7Xw+NIHnSaQh4aupR9U8iBPjyah4bOe3nP1NQXIYQQQgghmjMZqAshhBBCCGGAZKAu9OLhw4dMnz6ds2fPMnnyZMaOHYuHhwfJycnKPgsWLKiwlKQQQgghRHMmA3WhF1999RWvvfYaLVu2JCIiggMHDvDFF18QGhqqFJaaOnUqX3zxRSNHKoQQQghhGAxq1Rfx7Nq/fz+ffPKJUvgJoGPHjtja2qJWq2ndujUuLi4EBgZSUlKCiUntL02pTFq7ipxWrm5Yvzys4QMSQgghRL2QgbpocEVFRWRnZ1cYpINu7fXi4mK6dNGVWlepVHTt2pXff/+dPn361Lp9qUxac0XO/IsXeZhuQvuJHnqKqHEYamW5+pZjZkL+hYvk/D2y8rY6tl10NZuW3bpJZdJniORBx9DzIJVJ9UcqkwpRzt27d7GyqvgP4ObNmyxatIiIiAhUqv/MwLK1ta22sml1pDJpzUtuZa8Ko7io5Jlemqs5LT1WXFSCVqut8kmKaS2fsFTHrLMdFs4DpDLpM0LyoNMU8iCVSfWjqVUmlYG6aHAWFhYUFRUp3/Py8pgzZw7vvfceL730UoV9i4qKsLCw0HeIQjQ55nZdGmQddSGEEIZDBuqiwbVp0waNRkNhYSFGRkb89a9/xcvLi9GjR1fa99KlS3Tv3r0RohRCCCGEMCwyUBd6MXjwYH799Vdu3bpFWloa9+7dY+/evQCEh4fj6OjI7du3MTc3p0OHDo0crRBCCCFE45OButCL6dOns3XrViIjI/Hy8qpyn6SkJCZPnqznyJqPwuwspbT705BVY4QQQgj9knXUhV707t0bV1dXNBpNtftYWVnh4+Ojx6hEbRVmZ5Gb+ktjhyGEEEI0K83qjrqjoyM9evRAq9VibGxMcHAw/fr1e+J24uLisLS0xNvbm8DAQIYNG8aoUaPw8/Nj8eLF9O3btwGir1r5/svLyMjg5s2bvPzyy3qLpSYTJ0587PYJEyboKZLmqbqXD2ujLnfihRBCCPF0mtVA3cLCgn379gHw448/smbNGmJjY5+4nalTp9Z3aPUuIyODs2fPPtFA/dFCQxqNBmNj44YITwghhBBC1KDZTn3Jy8ujdevWAOTn5zNz5kx8fHzw8PDg8OHDyn6JiYl4eHjg6enJokWLANiwYQPR0dGPbd/Z2Vn5fOjQIQIDAwE4ePAg48aNw9PTk9dff73ScTdv3uT111/Hy8uLcePGkZaW9tj2AI4dO8a0adNwd3fn+++/p6ioiPXr15OcnIyXlxfJyckUFBTwwQcfMGHCBLy9vZVzTEhIYP78+cydO5c333yT1NRU/Pz8WLhwIR4euuI48+bNY/z48YwdO5b4+PgK57h27Vo8PT3x9fXl9u3bAKjVat59910mTJjAhAkT+PXXX6vM27hx47hy5QoFBQXMnj0bT09Pxo0bR3Jy8mNzK4QQQgjRHDSrO+oPHz7Ey8uLwsJCbt26xfbt2wEwNzdn48aNtGrVCrVazeTJk3nllVf4448/2LRpE3Fxcdja2nLvXt3L1EdFRREdHU3Hjh25f/9+pe1JSUkMGTKEt99+G41Gw4MHD2ps8+rVq8TGxpKVlcWMGTP49ttvmT9/PmfPnuWjjz4CYM2aNQwaNIiwsDDu37/PpEmT+POf/wzAqVOn+Prrr7G2tiY1NZUzZ86wf/9+7OzsAAgNDcXa2pqHDx8yceJERo4ciY2NDQUFBTg5ObFgwQJWrVrF7t27mTdvHitXrmTmzJm4uLhw7do1Zs2axcGDB6uN/8cff6RDhw58/vnnAOTmPtka0Nc3R1F0t+6/m6YqpxYFbgqzszC366KniIQQQghRH5rVQL381Jf09HSWLFlCUlISWq2WNWvWcPLkSVQqFTdu3OD27dscP36cUaNGYWtrC4C1tXWdY3B2diYwMJDRo0fz2muvVdret29fgoKCKCkp4dVXX8XR0bHGNkePHo1KpeKFF17Azs6OCxcuVNrnp59+4siRI2zZK8y0+QAAIABJREFUsgWAwsJCrl+/DuiWTix/bn379lUG6QAxMTF8++23AFy/fp3Lly9jY2ODqakpw4cPB6BPnz78/PPPgO4O/x9//KEcn5eXR15eXrXx9+jRg4iICCIjIxk+fDguLi41nnN5JqYmaM2a1aVciWkN52/6oj3thw556hLJhlISviaGHl99qen30dh5MJTrpbH7NxSSBx1Dz4M+Stkbeg70pXwe9JH3umi2oxtnZ2fu3r2LWq0mJSUFtVpNQkICpqamjBgxgsLCQrTa+ilLX1hYqHwOCQnh9OnTHD16FG9vbxITE7GxsVG2DxgwgNjYWFJSUli8eDGzZs3C29u72vYAjIyMHvu9zPr167G3t6/ws9OnT2NpaVnhZy1atFA+p6amcuzYMeLj47G0tMTPz0/p39TUVOlLpVIpK7qUlpYSHx9fqcKosbExpaWllc6jW7duJCQkkJKSwurVqxk8eDDvvPNOledQlfZvzqa0tH5+V03Rk1SifNqKlYZQEr4mzaki5+N+H4aQB0O4XgwhD4ZA8qDTFPLQ0KXsm0IO9OHRPDR03stTqYxo27bVEx3TbAfqmZmZaDQarK2tyc3NpW3btpiamnL8+HGuXr0KgJubG++88w7+/v7Y2Nhw7969Wt9Vb9euHZmZmXTr1o3Dhw/TsmVLALKysnBycsLJyYnvv/+enJycCgP1q1ev0rFjR3x9fSkoKOC3337D29u72vZAN2fdx8eHK1eukJ2dTbdu3bh8+TL5+fnKPkOGDCE2Npbg4GCMjIz497//Te/evWs8j9zcXNq0aYOlpSWZmZmcOnWqxmPK+vrLX/4C6F5sdXR0pHPnzhw9ehSA3377jStXrgBw48YNrK2t8fLyomXLliQkJNScYKF3dV2HvTqyPrsQQghRtWY1UC+bow6g1WqJiIjA2NgYDw8P3n77bcaPH4+jo6Ny19nBwYG5c+fi5+eHSqWid+/ehIeH16qvhQsXMmfOHJ577jkcHBwoKCgAYNWqVVy+fBmtVsugQYPo1atXheNOnDhBdHQ0JiYmtGjRgoiIiMe2B7o70tOnT+fOnTt8/PHHmJub4+rqyueff46Xlxdz5sxh3rx5hIaG4unpiVarpXPnzmzevLnG8xg6dCi7du3Cw8ODbt268dJLL9V4zNKlSwkJCcHDwwONRoOLiwshISG4u7uzb98+vLy86Nu3Ly+88AIA586dY9WqVahUKkxMTFi+fHmtciyavsLsLAAZqAshhBBVMNLW1/wOIRrJnTt5MvWlgR/Zld1Jf9p12PXRbnN6rPu4vBlCHhrqenkShpAHQyB50GkKeYjY+U8Alrz+5PVdaqMp5EAfHs1DQ+e9vKeZ+tJsl2cUQgghhBDCkMlAXQghhBBCCANkkAP1TZs2MXbsWDw8PPDy8uL06dMAbNu2rVbritdWamoq//znP+utPUN1+PDhCsslrlu3jmPHjgEwYsQI1Gp1pWPi4uJITEx8bLsJCQncuHFD+b506dIK/QghhBBCiKdncC+Tpqenc/ToUfbu3YuZmRlqtZri4mIAduzYgaenZ6XlBOHpyt2fOHGCFi1a0K9fw89LakyHDx9m2LBhdO/eHYCAgIAaj5k6dWqN++zduxcHBwc6duwIwMqVK+sWqBBCCCGEUBjcQP3WrVvY2NhgZmYGoBQb2rFjBzdv3mTmzJlYW1sTExODs7Mz/v7+/PTTTyxZsgQLCwvCw8MpKCjAxsaGsLAwOnTogJ+fH7169eLMmTPk5eURGhqKra0tu3btQqVS8fXXXxMcHMxzzz1HUFAQarUaW1tbwsLC6NSpE4GBgZibm3PhwgWuXbtGWFgYe/fu5dSpUzg5OREeHs6XX37J+fPnCQoKAmD37t1kZmbywQcfkJiYSHR0NEZGRvTs2ZPIyEjUajXLli3j2rVrAAQFBdG/f39OnDihDHiNjIyIjY2lVauKLx7MmzePnJwcCgsLmTFjBpMnTwZ0a8PPmDGD77//HgsLC6KiosjKyuLIkSOcOHGCTZs2sWHDBqKiohg2bBijRo0CIDo6mtTUVABWr15N165d2bBhAy1atGDWrFlkZGSwbNkyHjx4QJcuXQgNDeWXX37h7NmzvP/++1hYWBAfH89bb73F4sWL6du3Lz/88ANr165Fo9FgY2PD9u3bK7QJMG7cOD777DNsbW157733yMnJobS0lHnz5jFmzJiGvMyEEEIIIQyewQ3UBw8ezMaNG3F3d8fNzY0xY8YwcOBAZsyYwbZt29i+fbsyeC8oKMDBwYGAgACKi4vx8/MjKioKW1tbkpOTWbt2LWFhutUHHjx4wK5duzh58iRBQUEkJSUxZcqUCgPHuXPn4u3tjY+PD3v27GHFihVERUUBcP/+fXbs2MF3333H3LlziYuLw8HBgYkTJ5KRkcHYsWPx9PRk0aJFmJqakpCQwMcff8z58+fZtGkTcXFx2Nracu+ertT9ypUrmTlzJi4uLly7do1Zs2Zx8OBBtmzZwkcffUT//v3Jz8/H3Ny8Uo5CQ0Oxtrbm4cOHTJw4kZEjR2JjY0NBQQFOTk4sWLCAVatWsXv3bubNm8eIESMqDMwf1apVK/bs2UNiYiKhoaGVlm1cvHgxwcHBDBw4kHXr1vHpp5+ydOlSdu7cqQzMy1Or1QQHBxMbG4udnZ1yztX58ccf6dChA59//jmgW7v9SVzfHEXR3cf38SzLMTNRCsw0lMLsLMztujRoH0IIIYSoyOAG6mUFb9LS0khNTWXBggUsXLiQ8ePHV9rX2NgYd3d3AC5evMi5c+d44403AF11zPbt2yv7jh07FtBV/szLy+P+/fuV2ktPT2fDhg0AeHl5ERkZqWwbPny4cke8Xbt29OzZE4Du3btz9epVHB0dGTRoEEePHsXe3p7i4mJ69uxJTEwMo0aNUv64KCuYdOzYsQrzufPy8sjLy6Nfv36Eh4fj4eHByJEjKxQ2KhMTE8O3334LwPXr17l8+TI2NjaYmpoyfPhwAPr06cPPP/9cq5yPGzdOyVHZHzZlcnNzyc3NZeDAgQD4+PjUOHXm1KlTuLi4YGdnV+Gcq9OjRw8iIiKIjIxk+PDhuLi41CruMiamJmjNDO5S1ivTBj5/0xftaT90SL2XWM4xMyH/wkVy/h5Z8841tfXI9/ZDh/Bf7iPr3K4hyvm/33d1v4/GLoVdU3z60tj9GwrJg46h50EfpewNPQf6Uj4P+sh7XRjk6MbY2BhXV1dcXV3p0aMHiYmJVQ7Uzc3NlXnpWq0WBwcH4uPjq2yzrNR9dd9rOqZsKo6RkZHyGUClUlFSorubOWnSJD777DPs7e2VeKtbpr60tJT4+HgsLCwq/Hz27Nm8/PLLpKSk4Ovry9atW3nxxReV7ampqRw7doz4+HgsLS3x8/OjsLAQAFNTUyVmlUqFRqOp8RwbglarrTK/xsbGlJaWKt/L4u7WrRsJCQmkpKSwevVqBg8ezDvvvFPr/tq/OVvWUdfT2rj13U9xUQlarbZengiYlnuyUJidRXFRCcb93OrcriEqO8+qfh+GsFby4+LTF0PIgyGQPOg0hTw0dCn7ppADfXg0Dw2d9/KeZh11gxuoX7hwAZVKpVStzMjIoFOnToDubnt+fr5yd7q8bt26oVarSU9Px9nZmeLiYi5duoSDgwMAycnJDBo0iLS0NKysrLCysqJly5bk5eUpbTg7O3PgwAG8vb3Zv38//fv3f6LYnZycyMnJ4d///jdff/01AG5ubrzzzjv4+/tjY2PDvXv3sLa2ZsiQIcTGxvKXv/xFOU9HR0eysrLo2bMnPXv25NSpU1y8eLHCQD03N5c2bdpgaWlJZmYmp06dqjGusrxV5+DBg8yePZvk5GScnZ0rbLOysqJ169akpaXh4uLCvn37GDBgwGPbdXZ2JiQkhOzsbGXqi7W1NZ07d+bo0aMA/Pbbb1y5cgWAGzduYG1tjZeXl/JERTQf5nZd6r3gUVnBHSGEEKIpM7iBekFBAStWrOD+/fsYGxvTtWtXQkJCAPD19eWtt96iffv2xMTEVDjOzMyM9evXs2LFCnJzc9FoNMycOVMZqLdp04YpU6YoL5OCbjrL/Pnz+e677wgODubDDz8kKCiI6Oho5WXSJzV69GgyMjJo06YNAA4ODsydOxc/Pz9UKhW9e/cmPDycpUuXEhISgoeHBxqNBhcXF0JCQti+fTupqamoVCq6d+/O0KFDK7Q/dOhQdu3ahYeHB926deOll16qMaYxY8YQHBxMTEwM69evr7S9qKiISZMmUVpaypo1ayptj4iIUF4mtbOzU/Li4+PDsmXLlJdJy9ja2hISEsK7775LaWkpbdu2ZevWrbi7u7Nv3z68vLzo27ev8sfYuXPnWLVqFSqVChMTE5YvX17bdAshhBBCPLOMtNXNzXiG+Pn5VfnSY0OYM2cO/v7+uLk9m4/cDdGdO3ky9aWJPs6sz1LzVd1Rb8wS9g3pcednCNeDIeTfEPJgCCQPOk0hDw1dyr4p5EAfHs1DQ+e9vKeZ+mKQBY+aovv37+Pu7o65ubkM0oUQQgghRJ0Z3NSXhvDoNJmG0Lp1a7755psG70cIIYQQQjQPzeqOuqOjI15eXnh6euLj48M///nPp2onLi6OxMREAAIDAzl06BCgm2Jz5syZeou3Nsr3X15GRgYpKSl6jUUIIYQQQtSfZnFHvYyFhQX79u0DdEV21qxZQ2xs7BO3M3Xq1PoOrd5lZGRw9uxZXn755VofU1JSgonJfy4JjUajLH8phBBCCCH0q1ndUS8vLy+P1q1bA5Cfn8/MmTPx8fHBw8ODw4cPK/slJibi4eGhVB0F2LBhA9HR0Y9tv/wyh4cOHSIwMBDQLYU4btw4PD09ef311ysdd/PmTV5//XW8vLwYN24caWlpj20PdMWTpk2bhru7O99//z1FRUWsX7+e5ORkvLy8SE5OpqCggA8++IAJEybg7e2tnGNCQgLz589n7ty5vPnmm6SmpuLn58fChQvx8PAAYN68eYwfP56xY8dWWN3F2dmZtWvX4unpia+vL7dv3wZ0lUnfffddJkyYwIQJE/j111+rzNu4ceO4cuUKBQUFzJ49G09PT8aNG0dycvJjcyuEEEII0Rw0qzvqDx8+xMvLi8LCQm7dusX27dsBXeGkjRs30qpVK9RqNZMnT+aVV17hjz/+YNOmTcTFxWFra8u9e3UvUx8VFUV0dDQdO3assjpqUlISQ4YM4e2330aj0fDgwYMa27x69SqxsbFkZWUxY8YMvv32W+bPn8/Zs2f56KOPAFizZg2DBg0iLCyM+/fvM2nSJP785z8DukqiX3/9NdbW1qSmpnLmzBn279+vVBYNDQ3F2tqahw8fMnHiREaOHImNjQ0FBQU4OTmxYMECVq1axe7du5k3bx4rV65k5syZuLi4cO3aNWbNmsXBgwerjf/HH3+kQ4cOfP7554BurfgncX1zFEV36/67aapyyhX6aWoKs7Mwt+vSYG3XZj11K1c3rF8e1iAxCCGEEHXRrAbq5ae+pKens2TJEpKSktBqtaxZs4aTJ0+iUqm4ceMGt2/f5vjx44waNUopsGRtbV3nGJydnQkMDGT06NG89tprlbb37duXoKAgSkpKePXVV3F0dKyxzdGjRytFouzs7Lhw4UKlfX766SeOHDnCli1bAF1V0OvXrwMwePDgCufWt29fZZAOupdxv/32WwCuX7/O5cuXsbGxwdTUlOHDhwPQp08ffv75Z0B3h/+PP/5Qjs/Ly6tQWOpRPXr0ICIigsjISIYPH46Li0uN51yeiakJWrNmdSlXYtpEz9/0RXvaDx1Sb6Wby9rJMTOhyMioxrzkX7zIw3QT2k/0qJf+9SXn/86rurw1dinsmuLTl8bu31BIHnQMPQ/6KGVv6DnQl/J50Efe66Jp/t+9Hjg7O3P37l3UajUpKSmo1WoSEhIwNTVlxIgRFBYWUl9LzBcWFiqfQ0JCOH36NEePHsXb25vExERsbGyU7QMGDCA2NpaUlBQWL17MrFmz8Pb2rrY9ACMjo8d+L7N+/Xrs7e0r/Oz06dNYWlpW+FmLFi2Uz6mpqRw7doz4+HgsLS3x8/NT+jc1NVX6UqlUaDS6MrylpaXEx8djYWFRoV1jY2NKS0srnUe3bt1ISEggJSWF1atXM3jwYN55550qz6Eq7d+cLeuoN/G1cesj/vJ5KC4qwex5O/7rvUWPPSZ7VRjFRSVNLn9lT1CqitsQrofHxacvhpAHQyB50GkKeWjoUvZNIQf68GgeGjrv5ck66k8gMzMTjUaDtbU1ubm5tG3bFlNTU44fP87Vq1cBcHNz49ChQ9y9exfgiaa+tGvXjszMTEpLSyvMec/KysLJyYmAgABsbGzIycmpcNzVq1dp27Ytvr6+TJgwgd9+++2x7YFuznppaSlZWVlkZ2fTrVs3WrZsSX5+vrLPkCFDiI2NVf74+Pe//12r88jNzaVNmzZYWlqSmZnJqVOnajymrK8yGRkZAHTu3Fnp97fffuPKlSsA3LhxA0tLS7y8vJg1a1atYxNCCCGEeJY1qzvqZXPUAbRaLRERERgbG+Ph4cHbb7/N+PHjcXR0VO46Ozg4MHfuXPz8/FCpVPTu3Zvw8PBa9bVw4ULmzJnDc889h4ODAwUFBQCsWrWKy5cvo9VqGTRoEL169apw3IkTJ4iOjsbExIQWLVoQERHx2PZAd0d6+vTp3Llzh48//hhzc3NcXV35/PPP8fLyYs6cOcybN4/Q0FA8PT3RarV07tyZzZs313geQ4cOZdeuXXh4eNCtWzdeeumlGo9ZunQpISEheHh4oNFocHFxISQkBHd3d/bt24eXlxd9+/blhRdeAODcuXOsWrUKlUqFiYkJy5cvr1WOhRBCCCGeZUba+prfIUQjuXMnT6a+yOPMCnmobQl7Qyh1/zQeF7chXA+GkFdDyIMhkDzoNIU8NHQp+6aQA314NA8NnffyZOqLEEIIIYQQzwiDHKhv2rSJsWPH4uHhgZeXF6dPnwZg27ZttVqusLZSU1OfujppU3L48OEKq7CsW7eOY8eOATBixAjUanWlY8pXX61OQkICN27cUL4vXbq0Qj9CCCGEEOLpGdwc9fT0dI4ePcrevXsxMzNDrVZTXFwMwI4dO/D09Ky0Sgk8XRXNEydO0KJFC/r1a/jHHY3p8OHDDBs2jO7duwMQEBBQ4zG1qb66d+9eHBwc6NixIwArV66sW6BCCCGEEEJhcAP1W7duYWNjg5mZGYCyhvmOHTu4efMmM2fOxNrampiYGJydnfH39+enn35iyZIlWFhYEB4eTkFBATY2NoSFhdGhQwf8/Pzo1asXZ86cIS8vj9DQUGxtbdm1axcqlYqvv/6a4OBgnnvuOYKCglCr1dja2hIWFkanTp0IDAzE3NycCxcucO3aNcLCwti7dy+nTp3CycmJ8PBwvvzyS86fP09QUBAAu3fvJjMzkw8++IDExESio6MxMjKiZ8+eREZGolarWbZsGdeuXQMgKCiI/v37c+LECWXAa2RkRGxsLK1aVZzPNG/ePHJycigsLGTGjBlMnjwZ0C05OWPGDL7//nssLCyIiooiKyuLI0eOcOLECTZt2sSGDRuIiopi2LBhjBo1CoDo6GhSU1MBWL16NV27dmXDhg20aNGCWbNmkZGRwbJly3jw4AFdunQhNDSUX375hbNnz/L+++9jYWFBfHw8b731FosXL6Zv37788MMPrF27Fo1Gg42NDdu3b6/QJugqk3722WfY2try3nvvkZOTQ2lpKfPmzWPMmDENeZkJIYQQQhg8gxuoDx48mI0bN+Lu7o6bmxtjxoxh4MCBzJgxg23btrF9+3Zl8F5QUICDgwMBAQEUFxfj5+dHVFQUtra2JCcns3btWsLCdC81PXjwgF27dnHy5EmCgoJISkpiypQpFQaOc+fOxdvbGx8fH/bs2cOKFSuIiooC4P79++zYsYPvvvuOuXPnEhcXh4ODAxMnTiQjI4OxY8fi6enJokWLMDU1JSEhgY8//pjz589XWd20uuqdW7Zs4aOPPqJ///7k5+djbm5eKUdPWil0xIgRFQbmj2rVqhV79uwhMTGR0NDQSqvBLF68mODgYAYOHMi6dev49NNPWbp0KTt37lQG5uWp1WqCg4OJjY3Fzs6uxmUtpTJp3TTlyqT1qXweGrLiqRBCCKEvBjdQb9myJQkJCaSlpZGamsqCBQtYuHAh48ePr7SvsbEx7u7uAFy8eJFz587xxhtvALqiO+3bt1f2HTt2LKArKJSXl8f9+/crtZeens6GDRsA8PLyIjIyUtk2fPhw5Y54u3bt6NmzJwDdu3fn6tWrODo6MmjQII4ePYq9vT3FxcX07NmTmJiYKqubVle9s1+/foSHh+Ph4cHIkSNp2bJlpTiftFJoTcaNG6fkqOwPmzK5ubnk5uYycOBAAHx8fGqcOnPq1ClcXFyU6qY1VXSVyqR111Qrk9a3sjzUtuKpoVTQfFJSmbR2Grt/QyF50DH0PEhlUv2RyqR1ZGxsjKurK66urvTo0YPExMQqB+rm5ubKvHStVouDgwPx8fFVtlnb6p3V7VM2FcfIyEj5DLqKnCUlurt4kyZN4rPPPsPe3l6Jt7rVL6ur3jl79mxefvllUlJS8PX1ZevWrbz44ovK9qepFKpvWq22yvxKZdKGIUtu6VSVh5ryYggVNJ+GVCatmSHkwRBIHnSaQh6kMql+SGXSOrpw4QKXLl1SvmdkZNCpUyeAStU2y+vWrRtqtZr09HQAiouLOX/+vLI9OTkZgLS0NKysrLCysqrUnrOzMwcOHABg//799O/f/4lid3JyIicnh6SkJOUudXXVTaur3pmVlUXPnj2ZPXs2ffr04eLFixX6eJpKoY/LG8DBgwcBXY6cnZ0rbLOysqJ169akpaUBsG/fPgYMGPDYdp2dnTl58iTZ2dkVzlkqkwpDVJidRfaqsMf+dy/laGOHKYQQohkyuDvqBQUFrFixgvv372NsbEzXrl0JCQkBwNfXl7feeov27dsTExNT4TgzMzPWr1/PihUryM3NRaPRMHPmTBwcHABo06YNU6ZMUV4mBd10lvnz5/Pdd98RHBzMhx9+SFBQENHR0crLpE9q9OjRZGRk0KZNG6D66qbVVe/cvn07qampqFQqunfvztChQyu0/zSVQseMGUNwcDAxMTGsX7++0vaioiImTZpEaWkpa9asqbQ9IiJCeZnUzs5OyYuPjw/Lli1TXiYtY2trS0hICO+++y6lpaW0bduWrVu3SmVS0SQVZmcBYP3ysMYNRAghRLPTLCqT+vn5VfnSY0OYM2cO/v7+uLm5NXhfQkcqk8rjTHi6PNSmgqYhVNl8lFQmrZkh5MEQSB50mkIepDKpfkhl0mbq/v37uLu7Y25uLoN0IYQQQghRZwY39aUhPDpNpiG0bt2ab775psH7EUIIIYQQzYNBDtQ3bdpEUlISKpUKlUpFSEgITk5ObNu2jcmTJ1dZmfRppKamYmpq2iwqk77wwgtKZdJ169YxYMAA/vznPzNixAj27NmjLB9ZJi4uDktLS7y9vattNyEhgcGDByuVSZcuXcobb7yh9COEaL7KXtJtLIZcX8DK1U3eeRBC1IrBDdTT09M5evQoe/fuxczMDLVaTXFxMaCrTurp6VnlQF2j0ShLNdbWiRMnaNGiRbMYqA8bNkwZQNe0DjrA1KlTa9xn7969ODg4KAP1soqqQgghqiYvJwshnoTBDdRv3bqFjY2NslZ52Z3eHTt2cPPmTWbOnIm1tTUxMTE4Ozvj7+/PTz/9xJIlS7CwsCA8PJyCggJsbGwICwujQ4cO+Pn50atXL86cOaOs+mJra8uuXbtQqVR8/fXXBAcH89xzzxEUFIRarVZWfenUqROBgYGYm5tz4cIFrl27RlhYGHv37uXUqVM4OTkRHh7Ol19+yfnz5wkKCgJg9+7dZGZm8sEHH5CYmEh0dLRSMCkyMhK1Ws2yZcu4du0aAEFBQfTv358TJ04oA14jIyNiY2Np1ariiwfz5s0jJyeHwsJCZsyYweTJkwHdsogzZszg+++/x8LCgqioKLKysjhy5AgnTpxg06ZNbNiwgaioqAqVSqOjo0lNTQVg9erVdO3alQ0bNihVWzMyMpRVX7p06UJoaCi//PILZ8+e5f3331dWfXnrrbeUl3Z/+OEH1q5di0ajwcbGhu3bt1doE3SFlj777DNsbW157733yMnJobS0lHnz5jFmzJiGvMyEEA3M3K6LvExahcZ8yiCEaHoMbqA+ePBgNm7ciLu7O25ubowZM4aBAwcyY8YMtm3bxvbt25XBe0FBAQ4ODgQEBFBcXIyfnx9RUVHY2tqSnJzM2rVrlaUEHzx4wK5duzh58iRBQUEkJSUxZcqUCgPHuXPn4u3tjY+PD3v27GHFihVERUUBupdFd+zYwXfffcfcuXOJi4vDwcGBiRMnkpGRwdixY/H09GTRokWYmpqSkJDAxx9/zPnz59m0aRNxcXHY2toqa4qvXLmSmTNn4uLiwrVr15g1axYHDx5ky5YtfPTRR/Tv35/8/HzMzc0r5Sg0NBRra2sePnzIxIkTGTlyJDY2NhQUFODk5MSCBQtYtWoVu3fvZt68eYwYMaLCwPxRrVq1Ys+ePSQmJhIaGsrmzZsrbF+8eDHBwcEMHDiQdevW8emnn7J06VJ27txZ5Wo6arWa4OBgYmNjsbOzU865Oj/++CMdOnTg888/B3RrxT+J65ujKLr7+D6eZYb8iL8mMgVACCGEqJ7BDdRbtmxJQkICaWlppKamsmDBAhYuXFhlZVJjY2Pc3d0BuHjxIufOneONN94AdJU/27dvr+w7duxYAAYMGEBeXh7379+v1F56ejobNmwAwMvLi8jISGXb8OHDlTvi7dq1o2fPngB0796dq1ev4ujoyKBBgzh69Cj29vYUFxfTs2exIJqDAAAgAElEQVRPYmJiGDVqlPLHhbW1NQDHjh3jjz/+UNrPy8sjLy+Pfv36ER4ejoeHByNHjqRly5aV4oyJieHbb78F4Pr161y+fBkbGxtMTU0ZPnw4AH369OHnn3+uVc7LijONHTu20trxubm55ObmMnDgQEC3dnpNU2dOnTqFi4sLdnZ2Fc65Oj169CAiIoLIyEiGDx+Oi4tLreIuY2JqgtbM4C5lvTJtgueff/EiD9NNaD/Ro97afNIS0LUpdV+bffStppgaO1ZDyVlj91+VxsiNIeahMRh6HvRRyt7Qc6Av5fOgj7zXhUH+393Y2BhXV1dcXV3p0aMHiYmJVQ7Uzc3NlXnpWq0WBweHCoV3ynu0pH1VJe4fd0zZVBwjIyPlM4BKpaKkRHc3c9KkSXz22WfY29sr8Va3TH1paSnx8fFYWFhU+Pns2bN5+eWXSUlJwdfXl61bt/Liiy8q21NTUzl27Bjx8fFYWlri5+dHYWEhAKampkrMKpUKjUZT4zk2BK1WW2V+jY2NKS0tVb6Xxd2tWzcSEhJISUlh9erVDB48mHfeeafW/bV/c7aso26Aj/hrkr0qjOKiknqL/WnyUJtS97XZR98eF5MhXA+GkDNDyENV9J0bQ82DvjWFPDR0KfumkAN9eDQPDZ338p6JddQvXLjApUuXlO8ZGRl06tQJqL5kPegGe2q1mvT0dACKi4s5f/68sj05ORmAtLQ0rKyssLKyqtSes7MzBw4cAGD//v3079//iWJ3cnIiJyeHpKQk5S61m5sbhw4d4u7duwDKNJAhQ4YQGxtb4TwBsrKy6NmzJ7Nnz6ZPnz5cvHixQh+5ubm0adMGS0tLMjMzOXXqVI1xPS5vAAcPHgR0OXJ2dq6wzcrKitatW5OWlsb/Z+/eo5o80/3/vwmJgJXKQepPGeqIouLSIpUW2bK6Ox4KajloFXXGKCNOPcxU6tYRRsfiZhVFLHhggbV7g7XKRtwO4OgYrE7ValW0lhGd0aUyHkCrVUNHCDVCkt8ffM0GRQGFEOR6/RWS53A/V9LV2yd3rg/Azp07eeONN556XF9fX06ePElpaWm9a3Z3d+cf//gHAH//+98pKysD4NatWzg4OBAWFkZUVJR5GyGEEEKIjszq7qhXVVXx8ccfc+/ePWxtbenVqxfx8fEARERE8Jvf/AY3N7fHeqN36tSJ9evX8/HHH1NRUYHBYGDGjBl4eXkB0LVrV6ZMmWL+MSnULmeZP38+f/3rX1m2bBl//OMfWbJkCRkZGeYfkzbXmDFjOHfuHF27dgXAy8uLOXPmoFarUSgUDBw4kMTERJYuXUp8fDwhISEYDAb8/PyIj49n8+bNFBYWolAo6Nu3L2+99Va947/11lts27aNkJAQevfuzZAhQxod09ixY1m2bBlbtmxh/fr1j73+4MEDJk2ahNFoJCUl5bHXV61aZf4xqYeHh7ku48ePJy4uzvxj0odcXFyIj4/ngw8+wGg04urqyqZNmwgKCmLnzp2EhYUxePBgfv7znwNw4cIFkpKSUCgUKJVKli9f3tRyCyGEEEK8sGxMT1qb8QJRq9UN/uixNcyePZvIyEhJJ7Wgu3crZelLO/w6szRpJfrSa9h5vNoix1M9w49qH57/ad1JHnbpaMsOJo962pis4fNgDTWzhjo0xNK1sdY6WFp7qENrR9m3hxpYwqN1aO261/VCLH1pr+7du0dQUBB2dnYySReinbDzeBVHf/nvVQghhHWyuqUvreHRZTKt4eWXX2bv3r2tfh4hXiQt2Wtb7hYJIYR40cgd9Uds2LCBcePGERISQlhYGKdPnwbg888/56effmqx8xQWFvLdd9+12PGs2ZQpU5r0+q1bt5g/f74lhiSEEEIIYfU6xB31pioqKuLgwYPk5eXRqVMntFot1dXVQG0yamhoKA4ODo/tZzAYzG0im+rEiRN07tyZ119v/TVRbW3btm1Ner179+4N/thVCCGEEKIjkol6Hbdv38bZ2dncJ/1hSNEXX3zBDz/8wIwZM3BycmLLli34+voSGRnJkSNHiImJwd7ensTERKqqqnB2dmblypW88sorqNVqBgwYwJkzZ8wdZ1xcXNi2bRsKhYI///nPLFu2jB49erBkyRK0Wq2540zPnj25c+cOcXFx5laHy5cv5/XXX2fTpk386U9/AmDixIlERkYCkJ+fT0ZGhjmcafXq1Q0e45VXXmHOnDns3r0bgIyMDKqqqvjggw/44osv2LZtG7a2tvTt25c1a9bUq1NZWRmLFy82f8OwbNkyXn/9ddatW8dXX30F1KaTBgYGsnLlSnx9fSkqKmr09bKysnpjEkIIIYToyGSiXsfw4cNJS0sjKCiIgIAAxo4dy5tvvsn06dP5/PPP2bx5s3nyXlVVhZeXF9HR0VRXV6NWq0lPT8fFxYU9e/awZs0acxvDn376iW3btnHy5EmWLFnC7t27mTJlCp07dyYqKgqAOXPmEB4ezvjx49mxYwcff/wx6enpfPzxx7zxxhukpaVhMBioqqri7Nmz5Obmsn37dkwmExEREbz55puoVCo2bNhAdnY2Li4u5v7lDR3jX//61xPr8Nlnn/HVV1/RqVOnBhNcH7ZbtLOz48qVK/zHf/wHubm5REdHEx0dTUVFBb/85S/51a9+VW+/xl5/Vt9vTOdB+Y8tcqz26OYzdDuxBi3Z8UUIIYR4EclEvY6XXnqJ3Nxcvv32WwoLC1mwYAELFy5sMBXV1taWoKAgAC5fvsyFCxf49a9/DdSmjrq5uZm3HTduHABvvPEGlZWVDU5+i4qKSE1NBSAsLIzVq1cDcPz4cZKSkszndHR05NSpU4waNYrOnTsDMHr0aL799ltsbGwIDg42/2PCycnpicd42kS9f//+LFq0iJEjRzJq1KjHXq+pqSE+Pp7z58+jUCjqBVSZTCYWLVpEZGQkgwYNemzfxl5/FkqVElOnjv1RVrXD61f18cTtrcAWjW1ujQjotoh8b0xjY2rrsVpLzdr6/A1pi9pYYx3agrXXwRJR9tZeA0upWwdL1P15tL//u7cyW1tb/P398ff3p1+/fuTn5zc4UbezszOvSzeZTHh5edUL/anLxsbmqX83ZZ+6ntT6vjkt8ZVKJUaj0fy3Xq83P/7ss884efIkX331Fenp6fzlL39Bqfy/j8rnn39Ot27d2LlzJ0ajkddee838WmpqKt27d+e9995r8LyNvf4s3Ga+L33U23G3k5Yae2vVwdKR703xtDFZw+fBGmpmDXVoiKVrY611sLT2UIfWjrJvDzWwhEfr0Np1r0v6qD+nf/7zn/XuDp87d46ePXsCtXfbdTpdg/v17t0brVZLUVERANXV1Vy8eNH8+p49ewD49ttvcXR0xNHR8bHj+fr68pe//AWAXbt2MXToUAACAgL4n//5H6D2R6uVlZW88cYb7N+/n59++omqqir279+Pn58fAQEBFBQUUF5eDmBe+tLQMVxdXbl79y7l5eU8ePCAgwcPArXfBnz//fcMGzaM3//+91RUVFBVVVXveisqKnBzc0OhULBz504MhtoP+YEDBzh69Ch//OMfG6xTY68LIYQQQoj/I3fU66iqquLjjz/m3r172Nra0qtXL+Lj4wGIiIjgN7/5DW5ubo/1Ze/UqRPr16/n448/pqKiAoPBwIwZM/Dy8gKga9euTJkyxfxjUoBf/OIXzJ8/n7/+9a8sW7aMP/7xjyxZsoSMjAzzj0kBli5dyrJly/jTn/6EQqFg+fLl+Pr6MmHCBCZNmgTU/ph04MCBQO1ad7VajUKhYODAgSQmJj7xGL/97W+JiIjgZz/7GZ6enkDtRP73v/89lZWVmEwmIiMjefnll+td7y9/+Us++OADCgoK8Pf3Ny/ByczM5IcffjCPa8SIEURHR5v3a+x1IYQQQgjxf2xMzVkvIZpNrVazePFiBg8e3NZDeWHdvVspS1/k68xWq4OlI9+b4mljsobPgzXUzBrq0BBL18Za62Bp7aEOrR1l3x5qYAmP1qG1616XLH0RQgghhBDiBdEhJ+re3t6EhYURGhrK+PHjnzkhNDs7m/z8fABiY2MpKCgAau+inzlzBoAtW7a0u7vpS5cu5dKlSwB8+umnbTwaIYQQQoiOqUOuUbe3t2fnzp0AHD58mJSUFLZu3drs40ydOrWlh2YVEhISzI83btzInDlzmrX/o0mtz5LcKoQQQgjR0XXIiXpdlZWV5h9L6nQ65s2bx71796ipqSE6OtrcR7yhxM/U1NR6oUUNeZi6CVBQUMDBgwdJTExEo9GQlpaGQqHA0dGRrKysevsVFhayfv16nJycuHz5Mn5+fixfvhyFQkFcXBxnzpxBr9cTFBTE/PnzgdofZ4aHh3PgwAFqampYu3Ytffr0obi4mBUrVnD//n3s7e1ZsWIFnp6eGAwGPvnkE44cOQLU/mBWrVab19Xv3buX+/fvExYWRt++fUlOTmbnzp1s2bKF6upqfHx8iIuLw9bW9rGk1sWLFzNhwgS++eYbpk2bhk6nIycnh+rqanr16kVSUhIODg5otVri4uK4ceMGAEuWLDF3vBFCCCGE6Mg65ET94eRTr9dz+/ZtNm/eDNT2Rk9LS6NLly5otVomT57MyJEjuXTpUoOJn88jPT2djIwMunfv3mAAEkBxcTF79uyhZ8+ezJo1iy+//JLg4GAWLFiAk5MTBoOByMhIzp8/z4ABAwBwdnYmLy+PrKwsMjMzSUhIwNPTk61bt6JUKjl69Chr1qwhNTWVnJwcysrKyMvLQ6lUPnZdixYtIisry/ztQ0lJCRqNhuzsbFQqFcuXL2fXrl2Eh4fXS2p9yM7OjuzsbADKy8uJiIgAYM2aNezYsQO1Wk1CQgIzZszAz8+PGzduEBUVhUajaVYtJZnUupNJHf0DcPr3t9t6GEIIIUS70yEn6nWXvhQVFRETE8Pu3bsxmUykpKRw8uRJFAoFt27d4s6dOxw/frzBxM/n4evrS2xsLGPGjGH06NENbvPaa6/h4eEB1Kabnjp1iuDgYDQaDdu3b6empobbt29TUlJinqi/8847AAwaNIh9+/YBtX3PY2JiuHr1KjY2NlRXVwNw7NgxpkyZYg4zauy6jh07xtmzZ5k4cSJQ+w8eV1dXoH5S60Njx441P7548SJr166loqICnU5HYGAgAEePHjWvh4fabzgqKyvp0qXpv4qWZFLrTSbVXb7M/SIlbhNDLHI+SSblqc9birXUrK3P3xBJJm071l4HSSa1HEkmbUd8fX0pLy9Hq9Vy6NAhtFotubm5qFQqRowYgV6vb1bi59PUTf+Mj4/n9OnTHDx4kPDwcPLz83F2dq63fUOJpqWlpWRmZrJjxw66du1KbGxsveOqVCoAFAqFOYho3bp1+Pv7k5aWRllZGdOnTwdqk0ybkpL6kMlkYvz48SxcuPCx1+omtT7k4OBgfhwbG0t6ejoDBgwgNzeXEydOALUBSzk5Odjb2zd5HI+SZFLrbblVmrSS6gc1FhmfJJPWsobPgzXUzBrq0BBJJm0b7aEOkkxqGZJM2s6UlJRgMBhwcnKioqICV1dXVCoVx48f5/r16wBPTPxsim7dulFSUoLRaGT//v3m569du4aPjw/R0dE4Oztz8+bNx/YtLi6mtLQUo9GIRqNh6NCh6HQ6HBwccHR05M6dO3z99deNjqGiooLu3bsDkJeXZ35++PDhbNu2jZqamidel1KpNN+BDwgIYO/evdy9e9e8/cMaNUan0+Hm5kZ1dTW7du0yPx8YGFjvh7znzp1r0vGEEEIIIV50HfKO+sM16lB7l3jVqlXY2toSEhLC3LlzmTBhAt7e3ua0Ti8vrwYTP5ti4cKFzJ49mx49euDl5UVVVRUASUlJXL16FZPJxLBhw8xLV+oaMmQIycnJXLhwAT8/P0aPHm0+/7hx4/Dw8OD11xtv0D9r1ixiY2PZtGkTw4YNMz8/adIkrly5QmhoKEqlkoiICKZNm1Zv34iICEJDQxk4cCDJycl8+OGHzJw5E6PRiEql4qOPPsLd3b3RMURHRzNp0iTc3d3p168fOp0OqG0FGR8fT0hICAaDAT8/P3MarBBCCCFERybJpFaqsLCQzMxMNm7c2NZDsXqSTGq9X2daMoVRkklrWcPnwRpqZg11aIgkk7aN9lAHSSa1jPaWTNoh76gLISxHX3rNPDl5XtJBRgghREciE3Ur5e/vj7+/f1sPQwiroS+9BiATdSGEEB1Gh5yoe3t7069fP0wmE7a2tixbtqxJa70flZ2djYODA+Hh4cTGxvL2228THBxsDgwaPHhwK4y+9S1dupRf//rX9O3bl08//bTZyaRC1GXn8WqLfM3fUnfln0VLfivQEvSl17DzeLWthyGEEKKVdciJet0+6ocPHyYlJaVe55Gmmjp1aksPzSokJCSYH2/cuLHZE3WDwVCvVeOjfwshno+dx6s4+ge09TCEEEK0sg45Ua+rsrKSl19+GahtIThv3jzu3btHTU0N0dHRjBo1CoD8/HwyMjKwsbGhf//+rF69mtTUVDp37kxUVNQTj+/r60tRUREABQUFHDx4kMTERDQaDWlpaSgUChwdHcnKyqq3X2FhIevXr8fJyYnLly/j5+fH8uXLUSgUxMXFcebMGfR6PUFBQcyfPx+AESNGEB4ezoEDB6ipqWHt2rX06dOH4uJiVqxYwf3797G3t2fFihV4enpiMBj45JNPOHLkCFDb4UWtVpu/Edi7d6+5Q07fvn1JTk5m586dbNmyherqanx8fIiLi8PW1hZfX18iIyM5cuQIMTExLF68mAkTJvDNN98wbdo0dDodOTk5VFdX06tXL5KSknBwcECr1RIXF8eNGzcAWLJkCUOHDm3ZN1mI59RS3woIIYQQzdEhJ+oPJ596vZ7bt2+zefNmoDa0Jy0tjS5duqDVapk8eTIjR47k0qVLbNiwgezsbFxcXJrVR/1J0tPTycjIoHv37ty7d6/BbYqLi9mzZw89e/Zk1qxZfPnllwQHB7NgwQKcnJwwGAxERkZy/vx5c3tHZ2dn8vLyyMrKIjMzk4SEBDw9Pdm6dStKpZKjR4+yZs0aUlNTycnJoaysjLy8PJRK5WPXtWjRIrKysszfPpSUlKDRaMjOzkalUrF8+XJ27dpFeHg4VVVVeHl5ER0dbd7fzs6O7OxsAMrLy4mIiABgzZo17NixA7VaTUJCAjNmzMDPz48bN24QFRWFRqNpVi2/35jOg/Lnf0/aq5udlOYQFWsjSzSEEEKIZ9chJ+p1l74UFRURExPD7t27MZlMpKSkcPLkSRQKBbdu3eLOnTscP36c4OBgXFxcAHBycnruMfj6+hIbG8uYMWMYPXp0g9u89tpreHh4ADBu3DhOnTpFcHAwGo2G7du3U1NTw+3btykpKTFP1N955x0ABg0axL59+4DawKOYmBiuXr2KjY2NOcDo2LFjTJkyBaVS2aTrOnbsGGfPnmXixIlA7T94XF1dAbC1tSUoKKje9mPHjjU/vnjxImvXrqWiogKdTkdgYCAAR48e5dKlS+btKisrqayspEuXprcvUqqUmDp1yI+ymcpKr1/VxxO3twJbJJq5KdHrrREB3RaR78+rrcdqLTVr6/M3pC1qY411aAvWXgdLRNlbew0spW4dLFH352Gd/3e3IF9fX8rLy9FqtRw6dAitVktubi4qlYoRI0ag1+tpqVbzer3e/Dg+Pp7Tp09z8OBBwsPDyc/Px9nZud72NjY2j/1dWlpKZmYmO3bsoGvXrsTGxtY7rkqlAkChUGAw1Mbirlu3Dn9/f9LS0igrK2P69OlAbdjTo+d4GpPJxPjx41m4cOFjr9nZ2T22Dt3BwcH8ODY2lvT0dAYMGEBubi4nTpwAwGg0kpOTg729fZPH8Si3me9LH3Ur743bEuNrLHq9tepg6cj352UNnwdrqJk11KEhlq6NtdbB0tpDHVo7yr491MASHq1Da9e9rmfpo65opbG0GyUlJRgMBpycnKioqMDV1RWVSsXx48e5fv06AAEBARQUFFBeXg7QrKUv3bp1o6SkBKPRyP79+83PX7t2DR8fH6Kjo3F2dubmzZuP7VtcXExpaSlGoxGNRsPQoUPR6XQ4ODjg6OjInTt3+PrrrxsdQ0VFBd27dwcgLy/P/Pzw4cPZtm0bNTU1T7wupVJpvgMfEBDA3r17uXv3rnn7hzVqjE6nw83Njerqanbt2mV+PjAwsN4Pec+dO9ek4wkhhBBCvOg65B31h2vUofYu8apVq7C1tSUkJIS5c+cyYcIEvL298fT0BMDLy4s5c+agVqtRKBQMHDiQxMTEJp1r4cKFzJ49mx49euDl5UVVVRUASUlJXL16FZPJxLBhw8xLV+oaMmQIycnJXLhwAT8/P0aPHm0+/7hx4/Dw8GhSW8lZs2YRGxvLpk2bGDZsmPn5SZMmceXKFUJDQ1EqlURERDBt2rR6+0ZERBAaGsrAgQNJTk7mww8/ZObMmRiNRlQqFR999BHu7u6NjiE6OppJkybh7u5Ov3790Ol0QG0ryPj4eEJCQjAYDPj5+REfH9/o8YQQQgghXnQ2ppZa1yFaVGFhIZmZmWzcuLGth2L17t6tlKUvHeDrzNKklU/9caqqkR/VPmuqqaUj35+XNXwerKFm1lCHhli6NtZaB0trD3Vo7Sj79lADS3i0Dq1d97pk6YsQQjRAX3qNisJjbT0MIYQQolk65NKX9sDf3x9/f/+2HoYQVuVp/cyfdrfImlJFhRBCiKbqUHfUvb29CQsLIzQ0lPHjx/Pdd98903Gys7PJz88HaruZFBQUAKBWqzlz5kyLjbcp6p6/rnPnznHo0CGLjkUIIYQQQrScDnVHvW7/9MOHD5OSklKv40hTTZ06taWH1uLOnTvH2bNn+fd///cm71NTU2PuqQ5gMBgea7kohBBCCCEso0PdUa+rsrKSl19+GahtHThjxgzGjx9PSEhIvTaK+fn5hISEEBoayu9//3sAUlNTycjIeOrxfX19zY8LCgqIjY0FQKPR8O677xIaGsqvfvWrx/b74Ycf+NWvfkVYWBjvvvsu33777VOPB7WhQb/85S8JCgriwIEDPHjwgPXr17Nnzx7CwsLYs2cPVVVV/OEPf+C9994jPDzcfI25ubnMnz+fOXPmMHPmTAoLC1Gr1SxcuJCQkBAA5s2bx4QJExg3bhw5OTn1rnHNmjWEhoYSERHBnTt3ANBqtXzwwQe89957vPfee5w6darBur377ruUlZVRVVXF+++/T2hoKO+++y579ux5am2FEEIIITqCDnVH/WFbRr1ez+3bt9m8eTNQG9aTlpZGly5d0Gq1TJ48mZEjR3Lp0iU2bNhAdnY2Li4uzeqf/iTp6elkZGTQvXt37t2799jru3fvJjAwkLlz52IwGPjpp58aPeb169fZunUr165dY/r06ezbt4/58+dz9uxZPvroIwBSUlIYNmwYK1eu5N69e0yaNIl/+7d/A+Bvf/sbf/7zn3FycqKwsJAzZ86wa9cucyrqihUrcHJy4v79+0ycOJF33nkHZ2dnqqqq8PHxYcGCBSQlJbF9+3bmzZtHQkICM2bMwM/Pjxs3bhAVFYVGo3ni+A8fPswrr7zCZ599BtT2fW+O7zem86D8+d+b9upmI91OWsuzdlERQgghRNN0qIl63aUvRUVFxMTEsHv3bkwmEykpKZw8eRKFQsGtW7e4c+cOx48fJzg4GBcXFwCcnJyeewy+vr7ExsYyZswYRo8e/djrgwcPZsmSJdTU1DBq1Ci8vb0bPeaYMWNQKBT8/Oc/x8PDg3/+85+PbXPkyBG++uorMjMzgdqU1O+//x6oDT6qe22DBw82T9IBtmzZwr59+wD4/vvvuXr1Ks7OzqhUKn7xi18AMGjQIL755hug9g7/pUuXzPtXVlZSWVn5xPH369ePVatWsXr1an7xi1/g5+fX6DXXpVQpMXXqUB/lx6gsfP26y5e5X6TEbWKIxc7ZlOj1J732PLHtbRH5/rzaeqzWUrO2Pn9D2qI21liHtmDtdbBElL2118BS6tbBEnV/Hh12duPr60t5eTlarZZDhw6h1WrJzc1FpVIxYsQI9Ho9LdViXq/Xmx/Hx8dz+vRpDh48SHh4OPn5+Tg7O5tff+ONN9i6dSuHDh1i8eLFREVFER4e/sTjAdjY2Dz174fWr19vDnF66PTp0zg4ONR7rnPnzubHhYWFHD16lJycHBwcHFCr1ebzq1Qq87kUCgUGQ20Mr9FoJCcnB3t7+3rHtbW1xWg0PnYdvXv3Jjc3l0OHDpGcnMzw4cP53e9+1+A1NMRt5vvSR93CvXFLk1ZS/aDGoudtLHr9aXV4nth2S0e+Py9r6JVsDTWzhjo0xNK1sdY6WFp7qENrR9m3hxpYwqN1aO261yV91JuhpKQEg8GAk5MTFRUVuLq6olKpOH78ONevXwcgICCAgoICysvLAZq19KVbt26UlJRgNBrrrXm/du0aPj4+REdH4+zszM2bN+vtd/36dVxdXYmIiOC9997j73//+1OPB7Vr1o1GI9euXaO0tJTevXvz0ksvmdM/AQIDA9m6dav5Hx//+Mc/mnQdFRUVdO3aFQcHB0pKSvjb3/7W6D4Pz/XQuXPnAHB3dzef9+9//ztlZWUA3Lp1CwcHB8LCwoiKimry2IQQQgghXmQd6o76wzXqACaTiVWrVmFra0tISAhz585lwoQJeHt7m+86e3l5MWfOHNRqNQqFgoEDB5KYmNikcy1cuJDZs2fTo0cPvLy8qKqqAiApKYmrV69iMpkYNmwYAwYMqLffiRMnyMjIQKlU0rlzZ1atWvXU40HtHelp06Zx9+5d/vM//xM7Ozv8/f357LPPCAsLY/bs2cybN48VK1YQGhqKyWTC3d29Samnb731Ftu2bSMkJITevXszZMiQRvdZunQp8fHxhISEYDAY8PPzIz4+nstA+DYAACAASURBVKCgIHbu3ElYWBiDBw/m5z//OQAXLlwgKSkJhUKBUqlk+fLlTaqxEEIIIcSLzMbUUus7hGgjd+9WytKXNlj6oi+9hp3HqxY758PzPU/g0bPEtls68v15WcPX29ZQM2uoQ0MsXRtrrYOltYc6tHaUfXuogSU8WofWrntdsvRFCPHCsvN4FUf/gLYehhBCCGExHWrpixCi5Tzt7rYQQgghnl+HvKPu7e1NWFgYoaGhjB8/nu++++6ZjpOdnU1+fj4AsbGxFBQUAKBWqzlz5kyLjdfSli5dam6v+Omnn7bxaIQQQgghOqYOeUe9bj/1w4cPk5KSUq9LSVNNnTq1pYdmFRISEsyPN27cyJw5c5q1v8FgwNbW9ol/CyGEEEKIxnXIiXpdlZWVvPzyywDodDrmzZvHvXv3qKmpITo6mlGjRgGQn59PRkYGNjY29O/fn9WrV5Oamkrnzp2Jiop64vF9fX0pKioCatsoHjx4kMTERDQaDWlpaSgUChwdHcnKyqq3X2FhIevXr8fJyYnLly/j5+fH8uXLUSgUxMXFcebMGfR6PUFBQcyfPx+AESNGEB4ezoEDB6ipqWHt2rX06dOH4uJiVqxYwf3797G3t2fFihV4enpiMBj45JNPOHLkCAARERGo1WrUajWLFy9m79695k45ffv2JTk5mZ07d7Jlyxaqq6vx8fEhLi4OW1tbfH19iYyM5MiRI8TExLB48WImTJjAN998w7Rp09DpdOTk5FBdXU2vXr1ISkrCwcEBrVZLXFwcN27cAGDJkiUMHTq0We+hJJNaPpnU0j8kFUIIITqiDjlRfzj51Ov13L59m82bNwNgZ2dHWloaXbp0QavVMnnyZEaOHMmlS5fYsGED2dnZuLi4NKuf+pOkp6eTkZFB9+7duXfvXoPbFBcXs2fPHnr27MmsWbP48ssvCQ4OZsGCBTg5OWEwGIiMjOT8+fPmNo/Ozs7k5eWRlZVFZmYmCQkJeHp6snXrVpRKJUePHmXNmjWkpqaSk5NDWVkZeXl5KJXKx65r0aJFZGVlmb99KCkpQaPRkJ2djUqlYvny5ezatYvw8HCqqqrw8vIiOjravL+dnR3Z2dkAlJeXExERAcCaNWvYsWMHarWahIQEZsyYgZ+fHzdu3CAqKgqNRtOsWkoyqeWTSVV9PHF7K9DqktwkmbRWW4/VWmrW1udviCSTth1rr4Mkk1qOJJNaubpLX4qKioiJiWH37t2YTCZSUlI4efIkCoWCW7ducefOHY4fP05wcDAuLi4AODk5PfcYfH19iY2NZcyYMYwePbrBbV577TU8PDwAGDduHKdOnSI4OBiNRsP27dupqanh9u3blJSUmCfq77zzDgCDBg1i3759QG1oUUxMDFevXsXGxobq6moAjh07xpQpU1AqlU26rmPHjnH27FkmTpwI1P6Dx9XVFahNHQ0KCqq3/dixY82PL168yNq1a6moqECn0xEYGAjA0aNHzevhofYbjsrKSrp0aXr7IkkmbbuWW9bU6kuSSWtZQws2a6iZNdShIZJM2jbaQx0kmdQy2lsyaYecqNfl6+tLeXk5Wq2WQ4cOodVqyc3NRaVSMWLECPR6PS3Val6v15sfx8fHc/r0aQ4ePEh4eDj5+fk4OzvX297Gxuaxv0tLS8nMzGTHjh107dqV2NjYesdVqVQAKBQKDIbaD9+6devw9/cnLS2NsrIypk+fDtSGPj16jqcxmUyMHz+ehQsXPvaanZ3dY+vQHRwczI9jY2NJT09nwIAB5ObmcuLECQCMRiM5OTnY29s3eRxCCCGEEB1Bh+z6UldJSQkGgwEnJycqKipwdXVFpVJx/Phxrl+/DkBAQAAFBQWUl5cDNGvpS7du3SgpKcFoNLJ//37z89euXcPHx4fo6GicnZ25efPmY/sWFxdTWlqK0WhEo9EwdOhQdDodDg4OODo6cufOHb7++utGx1BRUUH37t0ByMvLMz8/fPhwtm3bRk1NzROvS6lUmu/ABwQEsHfvXu7evWve/mGNGqPT6XBzc6O6uppdu3aZnw8MDKz3Q95z58416XhCCCGEEC+6DnlH/eEadai9S7xq1SpsbW0JCQlh7ty5TJgwAW9vbzw9PQHw8vJizpw5qNVqFAoFAwcOJDExsUnnWrhwIbNnz6ZHjx54eXlRVVUFQFJSElevXsVkMjFs2DDz0pW6hgwZQnJyMhcuXMDPz4/Ro0ebzz9u3Dg8PDx4/fXGk7RmzZpFbGwsmzZtYtiwYebnJ02axJUrVwgNDUWpVBIREcG0adPq7RsREUFoaCgDBw4kOTmZDz/8kJkzZ2I0GlGpVHz00Ue4u7s3Oobo6GgmTZqEu7s7/fr1Q6fTAbWtIOPj4wkJCcFgMODn50d8fHyjxxNCCCGEeNHZmFpqXYdoUYWFhWRmZrJx48a2HorVu3u3Utaoy7rDp9bheWLbLR35/rys4fNgDTWzhjo0xNK1sdY6WFp7qENrR9m3hxpYwqN1aO261/Usa9Q7/NIXIYQQQgghrFGHnKi3h2RSf3//NrubLsmkQgghhBBtr0OuUZdk0qeTZFIhhBBCiLbXISfqdUkyaftPJhVCCCGEeBF1yIm6JJO+WMmk329M50H5878n7dXNTkpziMqzcvQPwOnf326ZAQkhhBCiRXTIibokk75YyaRKlRJTpw75UTZTPcf16y5f5n6REreJIS04orbxpAjom52U6P55mZtrVzf7mA+ul/JS795WGy/dkLYe683/93ls63G09fkb0ha1scY6tAVrr4MlouytvQaWUrcOlqj78+jYsxskmfRFSCZ1m/m+tGd8jpZbpUkrqX5Q0+7bdj2tDtUPajCZTM/0zUMndw/sfd9oN/WxhhZsD+vcluOwhjo0xNK1sdY6WFp7qENrR9m3hxpYwqN1aO261/Us7Rk7/ES9qcmkv/vd74iMjMTZ2Zkff/yxyXfVHyaT9u7dm/379/PSSy8B/5dM6uPjw4EDB7h58+ZjE/WHyaTu7u5oNBoiIiIaTCZ98803nzqGxpJJ33zzTfPSl0ev62EyqUqlIiAggHnz5hEZGYmrqys//vgjOp2uSYFHjyaTPhzPw2TSWbNmAbXJpN7e3o0eT4jmsvN4td30QhdCCCGgg07UJZm0liSTCiGEEEJYL0kmtVKSTNp0kkz6/Etf9KXX6DZxcrv+QWlrJZO2N9bw9bY11Nsa6tAQSSZtG+2hDpJMahmSTCqEaHeMP/1EReGxth6GEEIIIerokEtf2gN/f3/8/f3behiig1DU+eGvEEIIIaxDh7yj7u3tTVhYGKGhoYwfP57vvvvumY6TnZ1Nfn4+UNvVpKCgAAC1Ws2ZM2dabLyWtnTpUnPLxE8//bSNRyOEEEII0TF1yDvqdfuoHz58mJSUFLZu3drs40ydOrWlh2YVEhISzI83btzInDlzmrW/wWCo16rx0b+FEEIIIUTjOuREva7KykpefvlloLaF4Lx587h37x41NTVER0czatQoAPLz88nIyMDGxob+/fuzevVqUlNT6dy5M1FRUU88vq+vL0VFRQAUFBRw8OBBEhMT0Wg0pKWloVAocHR0JCsrq95+hYWFrF+/HicnJy5fvoyfnx/Lly9HoVAQFxfHmTNn0Ov1BAUFMX/+fABGjBhBeHg4Bw4coKamhrVr19KnTx+Ki4tZsWIF9+/fx97enhUrVuDp6YnBYOCTTz7hyJEjQG2HF7VajVqtZvHixezdu9fcIadv374kJyezc+dOtmzZQnV1NT4+PsTFxWFra4uvry+RkZEcOXKEmJgYFi9ezIQJE/jmm2+YNm0aOp2OnJwcqqur6dWrF0lJSTg4OKDVaomLi+PGjRsALFmyhKFDh7bsmyyEEEII0Q51yIn6w8mnXq/n9u3bbN68GagN7UlLS6NLly5otVomT57MyJEjuXTpEhs2bCA7OxsXFxd+/PH54+rT09PJyMige/fu3Lt3r8FtiouL2bNnDz179mTWrFl8+eWXBAcHs2DBApycnDAYDERGRnL+/Hlze0dnZ2fy8vLIysoiMzOThIQEPD092bp1K0qlkqNHj7JmzRpSU1PJycmhrKyMvLw8cx/1uhYtWkRWVpb524eSkhI0Gg3Z2dmoVCqWL1/Orl27CA8Pp6qqCi8vL6Kjo83729nZkZ2dDUB5eTkREREArFmzhh07dqBWq0lISGDGjBn4+flx48YNoqKi0Gg0zarl9xvTeVD+/O9Je3Wzk/KZgnwe0pdea8HRCCGEEKKldMiJet2lL0VFRcTExLB7925MJhMpKSmcPHkShULBrVu3uHPnDsePHyc4OBgXFxeAJocdPY2vry+xsbGMGTOG0aNHN7jNa6+9hoeHBwDjxo3j1KlTBAcHo9Fo2L59OzU1Ndy+fZuSkhLzRP2dd94BYNCgQezbtw+oDTyKiYnh6tWr2NjYUF1dDcCxY8eYMmUKSqWySdd17Ngxzp49y8SJE4Haf/C4uroCYGtrS1BQUL3tx44da3588eJF1q5dS0VFBTqdjsDAQACOHj1qXg8Ptd9wVFZW0qVL09sXKVVKTJ065EfZTPUc16/q48kDrRZVJ6XVRig31ZPGby2R9pbS1tdpLfVu6/M35GYnJbp/Xubm2tWWOd8z7OP2ViD/X9A7LT6WtmaNn4e6LBFlb+01sJS6dbBE3Z9Hx57dUDthLi8vR6vVcujQIbRaLbm5uahUKkaMGIFer6elWs3r9Xrz4/j4eE6fPs3BgwcJDw8nPz//sWRSGxubx/4uLS0lMzOTHTt20LVrV2JjY+sdV6VSAaBQKDAYamNx161bh7+/P2lpaZSVlTF9+nSgNuzp0XM8jclkYvz48SxcuPCx1+zs7B5bh+5Qp5NIbGws6enpDBgwgNzcXE6cOAGA0WgkJycHe3v7Jo/jUW4z35c+6s/ZG7c0aSXVD2radY/dp9XBGiLtLcUaeiVbQ72toQ4NqX5Qg8lkeq5vwZpD1cxv3PSl16h+UIPt6wGtOCrLs9bPQ12tHWXfHmpgCY/WobXrXtez9FHv8BP1kpISDAYDTk5OVFRU4Orqikql4vjx41y/fh2AgIAAfve73xEZGYmzszM//vhjk++qd+vWjZKSEnr37s3+/ft56aWXALh27Ro+Pj74+Phw4MABbt68+dhEvbi4mNLSUtzd3dFoNERERKDT6XBwcMDR0ZE7d+7w9ddf8+abbz51DBUVFXTv3h2AvLw88/PDhw9n27ZtvPnmm+alL49el1KppLq6GpVKRUBAAPPmzSMyMhJXV1d+/PFHdDpdk5JJdTodbm5uVFdXs2vXLvN4AgMD2bp1K7NmzQLg3LlzeHt7N3o8IYRor+w8XrXawKOHgUxCCOvQISfqD9eoQ+1d4lWrVmFra0tISAhz585lwoQJeHt74+npCYCXlxdz5sxBrVajUCgYOHAgiYmJTTrXwoULmT17Nj169MDLy4uqqioAkpKSuHr1KiaTiWHDhpmXrtQ1ZMgQkpOTuXDhAn5+fowePdp8/nHjxuHh4cHrrzeepDVr1ixiY2PZtGkTw4YNMz8/adIkrly5QmhoKEqlkoiICKZNm1Zv34iICEJDQxk4cCDJycl8+OGHzJw5E6PRiEql4qOPPmrSRD06OppJkybh7u5Ov3790Ol0QG0ryPj4eEJCQjAYDPj5+REfH9/o8YQQQgghXnQ2ppZa1yFaVGFhIZmZmWzcuLGth2L17t6tlKUvLbD0RV96DTuPV1toVE3n6B+A07+//dzHeVodrCHS3lKs4etta6i3NdShIZauzbPeUX/R/lux1s9DXa0dZd8eamAJj9ahtete17MsfemQgUdCCOugL71GReGxth6GEEIIYZU65NKX9sDf3x9/f/+2HoboQCy5bvYhWQ8rhBBCPJncURcWcf/+faZNm8b169eZMGECYWFhjBs3ztxnHWDBggVcuXKl7QYphBBCCGFFZKIuLOJPf/oTo0ePxs3NjW3btrFz5062b9/Of/3Xf3Hr1i0Apk6dyn//93+38UiFEEIIIayDLH0RFrFr1y4++eQTOnXqZH7uwYMHGI1G899+fn7ExsZSU1NjDmFqinaRTGpjgw21XYawgdq/aJEe/Y8mk7bUjzOFEEII0bZkoi5a3YMHDygtLeVnP/sZAN9//z3vv/8+165dY/Hixeae6gqFgl69enH+/HkGDRrU5OO3h2TS6gcPuK/Xm/9hYqNQ0KlTJ+zs7Frk+A+TSXWXL3O/SInbxJBm7d9WSZItfV5JJq3V1tdpLfVu6/M3pC1q05xzWct71xqs/ZokmdRyJJlUiDrKy8txdPy//wB69OjBrl27uHXrFr/97W8JCgqiW7duALi4uPDDDz806/jtIZlUobBBobAxJ8GaTCaMRlOLjLtuq6lnTRhtqyTJljyvJJPWsoYWbNZQb2uoQ0MsXZvm1sEa3rvWYK2fh7okmdQy2lsyqaxRF63O3t6eBw8ePPZ89+7d8fLy4ttvvzU/9+DBA+zt7S05PIswGk3U1BiprjZQXW2gpsZo9f+4EEIIIUTbkom6aHVdu3bFYDCg1+u5efMm9+/fB+Bf//oX3333Hb179zZve+XKFfr27dtWQxVCCCGEsBqy9EVYxPDhwzl16hQmk4nExERsbGwwmUzMnDmT/v37A3Dnzh3s7Ox45ZVX2ni0QgghhBBtTybqwiKmTZvGpk2bWL16Nbt27Wpwm927dzN58mQLj+zFoy+91uwgIX3pNew8Xm2lEQkhhBDiWcjSF2ERAwcOxN/fH4PB8MRtHB0dGT9+vAVHJR6y83gVR/+Ath6GEEIIIerokHfUvb296devHyaTCVtbW5YtW8brr7/e7ONkZ2fj4OBAeHg4sbGxvP322wQHB6NWq1m8eDGDBw9uhdG3vqVLl/LrX/+avn378umnnzJnzpwWOe7EiROf+vp7773XIufp6Ow8XsVj8R/aehhN9izfADTk0X7yj55DvjEQQgjR3nTIibq9vT07d+4E4PDhw6SkpLB169ZmH2fq1KktPTSrkJCQYH68cePGZk/UDQYDtra2T/xbCEuTbwyEEEK0Rx1yol5XZWUlL7/8MgA6nY558+Zx7949ampqiI6OZtSoUQDk5+eTkZGBjY0N/fv3Z/Xq1aSmptK5c2eioqKeeHxfX1+KiooAKCgo4ODBgyQmJqLRaEhLS0OhUODo6EhWVla9/QoLC1m/fj1OTk5cvnwZPz8/li9fjkKhIC4ujjNnzqDX6wkKCmL+/PkAjBgxgvDwcA4cOEBNTQ1r166lT58+FBcXs2LFCu7fv4+9vT0rVqzA09MTg8HAJ598wpEjRwCIiIhArVabvxHYu3cv9+/fJywsjL59+5KcnMzOnTvZsmUL1dXV+Pj4EBcXh62tLb6+vkRGRnLkyBFiYmJYvHgxEyZM4JtvvmHatGnodDpycnKorq6mV69eJCUl4eDggFarJS4ujhs3bgCwZMkShg4d2rJvsrBqLfUNgPQIFkII8aLpkBP1h5NPvV7P7du32bx5MwB2dnakpaXRpUsXtFotkydPZuTIkVy6dIkNGzaQnZ2Ni4sLP/74/HH16enpZGRk0L17d+7du9fgNsXFxezZs4eePXsya9YsvvzyS4KDg1mwYAFOTk4YDAYiIyM5f/48AwYMAMDZ2Zm8vDyysrLIzMwkISEBT09Ptm7dilKp5OjRo6xZs4bU1FRycnIoKysjLy8PpVL52HUtWrSIrKws87cPJSUlaDQasrOzUalULF++nF27dhEeHk5VVRVeXl5ER0eb97ezsyM7OxuoDT2KiIgAYM2aNezYsQO1Wk1CQgIzZszAz8+PGzduEBUVhUajaVYtv9+YzoPy539P2qu6Sz5kiYcQQgjx4uiQE/W6S1+KioqIiYlh9+7dmEwmUlJSOHnyJAqFglu3bnHnzh2OHz9OcHAwLi4uADg5OT33GHx9fYmNjWXMmDGMHj26wW1ee+01PDw8ABg3bhynTp0iODgYjUbD9u3bqamp4fbt25SUlJgn6u+88w4AgwYNYt++fQBUVFQQExPD1atXsbGxobq6GoBjx44xZcoUlEplk67r2LFjnD171rzW/P79+7i6ugJga2tLUFBQve3Hjh1rfnzx4kXWrl1LRUUFOp2OwMBAAI4ePcqlS5fM21VWVlJZWUmXLk1P7lKqlJg6dciPspnq/12/qo8nbm8FWm0U8qNaOq68vVx3a2vrOlhLDH1bn78hbVGb5pzLWt671mDt12SJKHtrr4Gl1K2DJer+PDr27IbaCXN5eTlarZZDhw6h1WrJzc1FpVIxYsQI9Ho9JlPLJEjq9Xrz4/j4eE6fPs3BgwcJDw8nPz8fZ2fnets/jJuv+3dpaSmZmZns2LGDrl27EhsbW++4KpUKAIVCYe6wsm7dOvz9/UlLS6OsrIzp06cDtTH2j57jaUwmE+PHj2fhwoWPvWZnZ/fYOnQHBwfz49jYWNLT0xkwYAC5ubmcOHECAKPRSE5OznOlkbrNfL9Dp3w2tOSjvSwBacm4cln6Ussa6mANMfTWUIeGWLo2za2DNbx3rcFaPw91tXaUfXuogSU8WofWrntdCoUNrq5NvxEJ0p6RkpISDAYDTk5OVFRU4Orqikql4vjx41y/fh2AgIAACgoKKC8vB2jW0pdu3bpRUlKC0Whk//795uevXbuGj48P0dHRODs7c/Pmzcf2LS4uprS0FKPRiEajYejQoeh0OhwcHHB0dOTOnTt8/fXXjY6hoqKC7t27A5CXl2d+fvjw4Wzbto2amponXpdSqTTfgQ8ICGDv3r3cvXvXvP3DGjVGp9Ph5uZGdXV1vT7qgYGB9X7Ie+7cuSYdTwghhBDiRdch76g/XKMOtXeJV61aha2tLSEhIcydO5cJEybg7e2Np6cnAF5eXsyZMwe1Wo1CoWDgwIEkJiY26VwLFy5k9uzZ9OjRAy8vL6qqqgBISkri6tWrmEwmhg0bZl66UteQIUNITk7mwoUL+Pn5MXr0aPP5x40bh4eHR5PaSs6aNYvY2Fg2bdrEsGHDzM9PmjSJK1euEBoailKpJCIigmnTptXbNyIigtDQUAYOHEhycjIffvghM2fOxGg0olKp+Oijj3B3d290DNHR0UyaNAl3d3f69euHTqcDaltBxsfHExISgsFgwM/Pj/j4+EaPJ4QQQgjxorMxtdS6DtGiCgsLyczMZOPGjW09FKt3926lLH1pp19nPuyfLl1fWo411KEl39dnZQ11aIila9PcOljDe9carPXzUNeqrO8AiPlV83NdmqI91MASHq1Da9e9Lln6IoQQQgghxAuiQy59aQ/8/f3x9/dv62EIIYQQQog20iHvqHt7exMWFkZoaCjjx4/nu+++e6bjZGdnk5+fD9R2NSkoKABArVZz5syZFhuvpS1dutTcMvHTTz9t49EIIYQQQnRMHfKOet0+6ocPHyYlJaVe55Gmmjp1aksPzSokJCSYH2/cuJE5c+Y0a3+DwVCvVeOjfwshhBBCiMZ1yIl6XZWVlbz88stAbQvBefPmce/ePWpqaoiOjmbUqFEA5Ofnk5GRgY2NDf3792f16tWkpqbSuXNnoqKinnh8X19fioqKACgoKODgwYMkJiai0WhIS0tDoVDg6OhIVlZWvf0KCwtZv349Tk5OXL58GT8/P5YvX45CoSAuLo4zZ86g1+sJCgpi/vz5AIwYMYLw8HAOHDhATU0Na9eupU+fPhQXF7NixQru37+Pvb09K1aswNPTE4PBwCeffMKRI0eA2g4varUatVrN4sWL2bt3r7lDTt++fUlOTmbnzp1s2bKF6upqfHx8iIuLw9bWFl9fXyIjIzly5AgxMTEsXryYCRMm8M033zBt2jR0Oh05OTlUV1fTq1cvkpKScHBwQKvVEhcXx40bNwBYsmQJQ4cObdk3WQghhBCiHeqQE/WHk0+9Xs/t27fZvHkzUBvak5aWRpcuXdBqtUyePJmRI0dy6dIlNmzYQHZ2Ni4uLs3qo/4k6enpZGRk0L17d+7du9fgNsXFxezZs4eePXsya9YsvvzyS4KDg1mwYAFOTk4YDAYiIyM5f/68ub2js7MzeXl5ZGVlkZmZSUJCAp6enmzduhWlUsnRo0dZs2YNqamp5OTkUFZWRl5eHkql8rHrWrRoEVlZWeZvH0pKStBoNGRnZ6NSqVi+fDm7du0iPDycqqoqvLy8iI6ONu9vZ2dHdnY2AOXl5URERACwZs0aduzYgVqtJiEhgRkzZuDn58eNGzeIiopCo9E0q5bfb0znQfnzvyft1c1OSnNISXujL72GncerbT0MIYQQwip1yIl63aUvRUVFxMTEsHv3bkwmEykpKZw8eRKFQsGtW7e4c+cOx48fJzg4GBcXFwCcnJyeewy+vr7ExsYyZswYRo8e3eA2r732Gh4eHgCMGzeOU6dOERwcjEajYfv27dTU1HD79m1KSkrME/V33nkHgEGDBrFv3z6gNvAoJiaGq1evYmNjYw4wOnbsGFOmTEGpVDbpuo4dO8bZs2eZOHEiUPsPHldXVwBsbW0JCgqqt/3YsWPNjy9evMjatWupqKhAp9MRGBgIwNGjR83r4aH2G47Kykq6dGl6+yKlSompU4f8KJup2un1q/p44vZWYItFN1trBLSltXUdrCWGvq3P35C2qE1zzmUt711rsPZrskSUvbXXwFLq1sESdX8e7fP/7i3I19eX8vJytFothw4dQqvVkpubi0qlYsSIEej1elqq1bxerzc/jo+P5/Tp0xw8eJDw8HDy8/Nxdnaut72Njc1jf5eWlpKZmcmOHTvo2rUrsbGx9Y6rUqkAUCgUGAy1sbjr1q3D39+ftLQ0ysrKmD59OlAb9vToOZ7GZDIxfvx4Fi5c+NhrdnZ2j61Dd3BwMD+OjY0lPT2dAQMGkJuby4kTJwAwGo3k5ORgb2/f5HE8ym3m+9JHvZ33xm2J8b8Ir5dmJgAAIABJREFUdWgJ1lAHa4iht4Y6NMTStWluHazhvWsN1vp5qKu1o+zbQw0s4dE6tHbd65I+6s+gpKQEg8GAk5MTFRUVuLq6olKpOH78ONevXwcgICCAgoICysvLAZq19KVbt26UlJRgNBrZv3+/+flr167h4+NDdHQ0zs7O3Lx587F9i4uLKS0txWg0otFoGDp0KDqdDgcHBxwdHblz5w5ff/11o2OoqKige/fuAOTl5ZmfHz58ONu2baOmpuaJ16VUKs134AMCAti7dy937941b/+wRo3R6XS4ublRXV3Nrl27zM8HBgbW+yHvuXPnmnQ8IYQQQogXXYe8o/5wjTrU3iVetWoVtra2hISEMHfuXCZMmIC3tzeenp4AeHl5MWfOHNRqNQqFgoEDB5KYmNikcy1cuJDZs2fTo0cPvLy8qKqqAiApKYmrV69iMpkYNmyYeelKXUOGDCE5OZkLFy7g5+fH6NGjzecfN24cHh4evP5640las2bNIjY2lk2bNjFs2DDz85MmTeLKlSuEhoaiVCqJiIhg2rRp9faNiIggNDSUgQMHkpyczIcffsjMmTMxGo2oVCo++ugj3N3dGx1DdHQ0kyZNwt3dnX79+qHT6YDaVpDx8fGEhIRgMBjw8/MjPj6+0eMJIYQQQrzobEwtta5DtKjCwkIyMzPZuHFjWw/F6t29WylLX+TrTKnD/2MNdbCGGHprqENDLF2b5tbBGt671mCtn4e6WjvKvj3UwBIerUNr170uWfoihBBCCCHEC6JDLn1pD/z9/fH392/rYQghhBBCiDZilXfUN2zYwLhx4wgJCSEsLIzTp08D8Pnnn/PTTz+12HkKCwv57rvvWux41mr//v31WiCuW7eOo0ePArUhSVqt9rF9srOzyc/Pf+pxc3NzuXXrlvnvpUuX1juPEEIIIYR4dlZ3R72oqIiDBw+Sl5dHp06d0Gq15q4jX3zxBaGhofXa/j30LDH1J06coHPnzk36QWZ7tn//ft5++2369u0LUC+U6EmmTp3a6DZ5eXl4eXmZO8okJCQ830CFEEIIIYSZ1U3Ub9++jbOzM506dQIwhwx98cUX/PDDD8yYMQMnJye2bNnyWGy9vb09iYmJVFVV4ezszMqVK3nllVdQq9UMGDCAM2fOUFlZyYoVK3BxcWHbtm0oFAr+/Oc/s2zZMnr06MGSJUvQarW4uLiwcuVKevbsSWxsLHZ2dvzzn//kxo0brFy5kry8PP72t7/h4+NDYmIi//u//8vFixdZsmQJANu3b6ekpIQ//OEP5Ofnk5GRgY2NDf3792f16tVotVri4uK4ceMGAEuWLGHo0KGcOHHCPOG1sbFh69atj4X/zJs3j5s3b6LX65k+fTqTJ08GanvCT58+nQMHDmBvb096ejrXrl3jq6++4sSJE2zYsIHU1FTS09N5++23CQ4OBiAjI4PCwkIAkpOT6dWrF6mpqXTu3JmoqCjOnTtHXFwcP/30E6+++iorVqwwhx8tWrQIe3t7cnJy+M1vfsPixYsZPHgwX3/9NWvWrMFgMODs7MzmzZvrHRPg3Xff5dNPP8Xl/2fv/uNqvv/H/986OSpERbwwsyLJS68W5cebCxMT5XSKhO11qr16I16b5uWF1PKjd1S8xvwq294htaV4paZhb4xe21B6LT5s7aKlaSI/dmyVSE59/zivnl/pNzo78rj+1en54/F43s8zHudxHs/73cKCd999l5KSEqqrq1m4cGGdYkmCIAiCIAgvIr0bqI8ZM4bt27fj6urK6NGjcXNzY8SIEfj6+rJ7927i4+OlwfujZeurqqpQqVTExMRgYWHBoUOH2LRpE5GR2ifY7927x969ezl79iwhISFkZGQwe/bsOgPHwMBAPD098fLyYv/+/URERBATEwNAaWkpe/bs4fjx4wQGBpKUlISNjQ3e3t7k5eXh7u6Oh4cHS5cuRS6Xk5qaypo1a8jPzyc2NpakpCQsLCykXOVr167Fz88PJycnrl27RkBAAIcPH2bnzp2sXLlSypluZGRUL0br1q3DzMyM+/fv4+3tzeTJkzE3N6eiogIHBwcWL17M+vXrSUlJYeHChbi4uNQZmD+uS5cu7N+/n7S0NNatW1cv08yyZcsICwtjxIgRbN68mW3bthEaGsonn3wiDcwfpVarCQsLIzExkX79+jWbd/6rr76iZ8+efPTRR4A273trXP8whgd3Wp7bvr0p6dhBKlLSHpmOHI3Z+Nd+724IgiAIgs7p3UC9c+fOpKamkpOTQ1ZWFosXL2bJkiVMnz693r6Plq0vLCzk0qVLvPXWW4C24qWlpaW0r7u7OwDOzs6Ul5dTWlpa73y5ubls3boVAKVSyYYNG6RtEyZMkGbEe/Toga2tLQADBw6kuLgYOzs7Ro0axcmTJ7G2tqaqqgpbW1sSEhKYMmWK9OHCzMwMgFOnTtVZz11eXk55eTnDhg0jKioKhULB5MmT6dy5c71+JiQkcPToUQCuX7/OlStXMDc3Ry6XM2HCBACGDh3KN99806KYT5s2TYpR7QebWmVlZZSVlTFixAgAvLy8ml06c+7cOZycnOjXr1+da27MoEGDiI6OZsOGDUyYMAEnJ6cW9btWB3kHajrq3a2sU/J2ev13Cwu5n9sBS29Fi/bX1xLQuvZ7x0FfytD/3u035PeITWva0pf3ri3o+zXpopS9vsdAVx6Ngy7i/jT08n93Q0NDKevJoEGDSEtLa3Cg/mjZ+pqaGmxsbEhOTm7wnAYGBk2+bu6Y2qU4BgYG0s8AMplMquw5c+ZMduzYgbW1tdTfxtLUV1dXk5ycjLGxcZ3fz5s3j/Hjx5OZmYmPjw+7du1iwIAB0vasrCxOnTpFcnIyJiYmqFQqKisrAZDL5VKfZTIZGo2m2WtsCzU1NQ3G19DQkOrqaul1bb+trKxITU0lMzOT999/nzFjxvD222+3uD3Lv8wTedTbaW7cn9dHUvXgYYuurz3HoTX0IQ76UIZeH+LQEF3HprVx0If3ri3o6/3wqLYuZf88xEAXHo9DW8f9Ue0ij/rly5f56aefpNd5eXn06dMH0M6211a0fJyVlRVqtZrc3FwAqqqqyM/Pl7YfOnQIgJycHExNTTE1Na13PkdHRz7//HMADh48yPDhw1vVdwcHB0pKSsjIyJBmqUePHs2RI0e4c+cOgLQMZOzYsSQmJta5ToCioiJsbW2ZN28eQ4cOpbCwsE4bZWVldOvWDRMTEwoKCjh37lyz/WoqbgCHDx8GtDFydHSss83U1JSuXbuSk5MDQHp6Os7Ozk2e19HRkbNnz/Lzzz/Xuea+ffvy/fffA/Ddd99x9epVAG7cuIGJiQlKpZKAgABpH0EQBEEQhBeZ3s2oV1RUEBERQWlpKYaGhvTv318qKe/j48PcuXOxtLQkISGhznEdO3Zky5YtREREUFZWhkajwc/PDxsbGwC6devG7NmzpYdJQbucZdGiRRw/fpywsDDee+89QkJCiIuLkx4mba2pU6eSl5dHt27dALCxsSEwMBCVSoVMJmPIkCFERUURGhpKeHg4CoUCjUaDk5MT4eHhxMfHk5WVhUwmY+DAgYwbN67O+ceNG8fevXtRKBRYWVnx6quvNtsnNzc3wsLCSEhIYMuWLfW2P3jwgJkzZ1JdXc3GjRvrbY+OjpYeJu3Xr58UFy8vL1atWiU9TFrLwsKC8PBw3nnnHaqrq+nevTu7du3C1dWV9PR0lEol9vb2vPLKKwBcunSJ9evXI5PJ6NChA6tXr25puAVBEARBENotg5rG1ma0IyqVqsGHHtvC/Pnz8ff3Z/To0W3elqD1yy/lYulLO/068+f1kVT+XIRRv5eb3Vfezh+qbanm4qCLh3P1oQy9vv5d6Do2rY3Dz+sj2VVt16K/ueeJvKOhtMShNUb+sRevvdq3DXpUX1uXstfXvwldezwObR33R7WLpS/Pq9LSUlxdXTEyMhKDdEEQ9FLlz0WUZZ3+vbshCM+FopvlZH13o/kdBaEN6d3Sl7ZQu0zGzs6OQYMGUVNTg6GhIWFhYU9U7CgpKQkTExM8PT0JDg6WUh/27NmTuXPnPuvuN+nR9h+Vl5fHzZs3GT9+vE77IwjPmlG/l1s0+yhmi7SaikPtbK4gNOUtWR793vT8vbvxTD3Jvw+1M62C8Ht6IQbqtYyNjUlPTwe0ubs3btxY54HOlmpJ1c7fW15eHhcvXmzVQP3hw4d06PD/3xJPUu1VEARBEARBeDZe2KUv5eXldO3aFYC7d+/i5+eHl5cXCoWCY8eOSfulpaWhUCikYkYAW7duJS4ursnzP5o95ciRIwQHBwPaDCvTpk3Dw8ODN998s95xN2/e5M0330SpVDJt2jQp20pj5wNtTvY33ngDV1dXTpw4wYMHD9iyZQuHDh1CqVRy6NAhKioqWLFiBTNmzMDT01O6xtTUVBYtWkRgYCB/+ctfyMrKQqVSsWTJEhQKbe7qhQsXMn36dNzd3es8NOro6MimTZvw8PDAx8eH27dvA9qCR++88w4zZsxgxowZ/Pvf/24wbtOmTePq1atUVFQwb948PDw8mDZtmpShRxAEQRAE4UX2Qs2o379/H6VSSWVlJbdu3SI+Ph7Q5mPfvn07Xbp0Qa1WM2vWLCZOnMiPP/7YYFXRpxETE0NcXBy9evVqsOhSRkYGY8eOZcGCBWg0Gu7du9fsOYuLi0lMTKSoqAhfX1+OHj3KokWLuHjxIitXrgRg48aNjBo1isjISEpLS5k5cyb/9V//BWgLFH322WeYmZmRlZXFhQsXOHjwoFSwqLWVUBurutoYUZn06bTnyqQtfZBUEARBENqjF2qg/ujSl9zcXJYvX05GRgY1NTVs3LiRs2fPIpPJuHHjBrdv3+bMmTMNVhV9Go6OjgQHBzN16lRef/31etvt7e0JCQnh4cOHTJo0CTs7u2bPOXXqVGQyGa+88gr9+vXj8uXL9fb5+uuv+fLLL9m5cyegLTZ0/fp1AMaMGVPn2uzt7aVBOrS+EmpjVVcbIyqTPr32WplUPsAay3FjW1wxTl8ry+laY3HQVdVJfalu+Xu33xBRmfT309pr0nXFSlGZVHdEZdLngKOjI3fu3EGtVpOZmYlarSY1NRW5XI6LiwuVlZWNVhVtrdoKnADh4eGcP3+ekydP4unpSVpaGubm5tJ2Z2dnEhMTyczMZNmyZQQEBODp6dno+aDlVVe3bNmCtbV1nd+dP38eExOTOr/r1KmT9POTVEJtrOqqqEzaNl6EhyhFZdKWayoOuqo6qQ/VLfX1fhCVSX8fT3I/6LJipS7a09e/CV173iqTvrAD9YKCAjQaDWZmZpSVldG9e3fkcjlnzpyhuLgY0FYVffvtt/H398fc3Jxff/21xbPqPXr0oKCgACsrK44dO0bnzp0BbeVRBwcHHBwcOHHiBCUlJXUG6sXFxfTq1QsfHx8qKir47rvv8PT0bPR8oF2z7uXlxdWrV/n555+xsrLiypUrdaqG1lZCDQsLw8DAgO+//54hQ4Y0ex1PUgm1tq3//u//BrQPttrZ2dG3b19OnjwJ1K9MamZmhlKppHPnzqSmpjYfYEEQnkjlz0Vtnv1FLFkSBEF4Nl6ogXrtGnWAmpoaoqOjMTQ0RKFQsGDBAqZPn46dnZ0069xYVdGWWLJkCfPnz6d3797Y2NhQUVEBwPr167ly5Qo1NTWMGjWKwYMH1zkuOzubuLg4OnToQKdOnYiOjm7yfKCdkf7zn//ML7/8wpo1azAyMmLkyJF89NFHKJVK5s+fz8KFC1m3bh0eHh7U1NTQt29fPvzww2av40kqoTZWdVVUJhWEF4NRv5cxHSnqSQiCIDytF6IyqdC+icqk4utMEHGo1ZI86r9nxVBd0df74XmoTArt7x55mjzquqhYqYv29PVvQtdEZVJBEARBEARBEJ6aGKgLgiAIgiAIgh7Sy4F6bGws7u7uKBQKlEol58+fB2D37t0tyiveUllZWXz7bfsvEXzs2LE66RI3b97MqVOnAHBxcUGtVtc7JikpibS0tCbPm5qayo0bN6TXoaGhddoRBEEQBEEQnpzePUyam5vLyZMnOXDgAB07dkStVlNVVQXAnj178PDwqJdOEJ6s3H12djadOnVi2DDdrD/7vRw7dozXXnuNgQMHAhAUFNTsMXPmzGl2nwMHDmBjY0OvXr0AWLt27dN1VBAEQRAEQZDo3UD91q1bmJub07FjRwCp2NCePXu4efMmfn5+mJmZkZCQgKOjI/7+/nz99dcsX74cY2NjoqKiqKiowNzcnMjISHr27IlKpWLw4MFcuHCB8vJy1q1bh4WFBXv37kUmk/HZZ58RFhZG7969CQkJQa1WY2FhQWRkJH369CE4OBgjIyMuX77MtWvXiIyM5MCBA5w7dw4HBweioqLYt28f+fn5hISEAJCSkkJBQQErVqwgLS2NuLg4DAwMsLW1ZcOGDajValatWsW1a9cACAkJYfjw4WRnZ0sDXgMDAxITE+nSpe6DBwsXLqSkpITKykp8fX2ZNWsWoM0N7+vry4kTJzA2NiYmJoaioiK+/PJLsrOziY2NZevWrcTExPDaa68xZcoUAOLi4sjKygLg/fffp3///mzdupVOnToREBBAXl4eq1at4t69e7z88susW7eO06dPc/HiRf7+979jbGxMcnIyc+fOZdmyZdjb2/Ovf/2LTZs2odFoMDc3Jz4+vs45AaZNm8aOHTuwsLDg3XffpaSkhOrqahYuXIibm1tb3maCIAiCIAh6T+8G6mPGjGH79u24uroyevRo3NzcGDFiBL6+vuzevZv4+Hhp8F5RUYGNjQ1BQUFUVVWhUqmIiYnBwsKCQ4cOsWnTJiIjtU+w37t3j71793L27FlCQkLIyMhg9uzZdQaOgYGBeHp64uXlxf79+4mIiCAmJgaA0tJS9uzZw/HjxwkMDCQpKQkbGxu8vb3Jy8vD3d0dDw8Pli5dilwuJzU1lTVr1pCfn09sbCxJSUlYWFjw66/aUvdr167Fz88PJycnrl27RkBAAIcPH2bnzp2sXLmS4cOHc/fuXYyMjOrFaN26dZiZmXH//n28vb2ZPHky5ubmVFRU4ODgwOLFi1m/fj0pKSksXLgQFxeXOgPzx3Xp0oX9+/eTlpbGunXr6qVtXLZsGWFhYYwYMYLNmzezbds2QkND+eSTT6SB+aPUajVhYWEkJibSr18/6Zob89VXX9GzZ08++ugjQJu7vTWufxjDgztNt9GelXTsIBUpeZGJOGg1FQeR31wQBOH5oncD9dqCNzk5OWRlZbF48WKWLFnC9OnT6+1raGiIq6srAIWFhVy6dIm33noL0FbHtLS0lPZ1d3cHtJU/y8vLKS0trXe+3Nxctm7dCoBSqWTDhg3StgkTJkgz4j169MDW1haAgQMHUlxcjJ2dHaNGjeLkyZNYW1tTVVWFra0tCQkJTJkyRfpwUVsw6dSpU3XWc5eXl1NeXs6wYcOIiopCoVAwefLkOoWNaiUkJHD06FEArl+/zpUrVzA3N0culzNhwgQAhg4dyjfffNOimE+bNk2KUe0Hm1plZWWUlZUxYsQIALy8vJpdOnPu3DmcnJzo169fnWtuzKBBg4iOjmbDhg1MmDABJyenFvW7Vgd5B2o66t2trFPyF/z6a4k4aDUWB/kAayzHjdXbUtnPmj5eZ8l/3htd9q01bf0e/dOV1l6TrkvL66K99vi+PolH46Dr97m19PJ/NUNDQ0aOHMnIkSMZNGgQaWlpDQ7UjYyMpHXpNTU12NjYkJyc3OA5a0vdN/a6uWNql+IYGBhIPwPIZDIePtTOXs2cOZMdO3ZgbW0t9bexNPXV1dUkJydjbGxc5/fz5s1j/PjxZGZm4uPjw65duxgwYIC0PSsri1OnTpGcnIyJiQkqlYrKykoA5HK51GeZTIZGo2n2GttCTU1Ng/E1NDSkurpael3bbysrK1JTU8nMzOT9999nzJgxvP322y1uz/Iv80QedZEbV8ThP1oShxchTvp6P9R+26GrvrU2Drrun648yf2gy9LyumhPX/8mdO3xOOjyfW4XedQvX77MTz/9JL3Oy8ujT58+gHa2/e7duw0eZ2VlhVqtJjc3F4Cqqiry8/Ol7YcOHQIgJycHU1NTTE1N653P0dGRzz//HICDBw8yfPjwVvXdwcGBkpISMjIypFnq0aNHc+TIEe7cuQMgLQMZO3YsiYmJda4ToKioCFtbW+bNm8fQoUMpLCys00ZZWRndunXDxMSEgoICzp0712y/moobwOHDhwFtjBwdHetsMzU1pWvXruTk5ACQnp6Os7Nzk+d1dHTk7Nmz/Pzzz3WuuW/fvnz//fcAfPfdd1y9ehWAGzduYGJiglKpJCAgQNpHEARBEAThRaZ3M+oVFRVERERQWlqKoaEh/fv3Jzw8HAAfHx/mzp2LpaUlCQkJdY7r2LEjW7ZsISIigrKyMjQaDX5+ftjY2ADQrVs3Zs+eLT1MCtrlLIsWLeL48eOEhYXx3nvvERISQlxcnPQwaWtNnTqVvLw8unXrBoCNjQ2BgYGoVCpkMhlDhgwhKiqK0NBQwsPDUSgUaDQanJycCA8PJz4+nqysLGQyGQMHDmTcuHF1zj9u3Dj27t2LQqHAysqKV199tdk+ubm5ERYWRkJCAlu2bKm3/cGDB8ycOZPq6mo2btxYb3t0dLT0MGm/fv2kuHh5ebFq1SrpYdJaFhYWhIeH884771BdXU337t3ZtWsXrq6upKeno1Qqsbe355VXXgHg0qVLrF+/HplMRocOHVi9enVLwy0IgiAIgtBuGdQ0tjajHVGpVA0+9NgW5s+fj7+/P6NHj27ztgStX34pF0tfxNeZIg7/IeKgpa9x+Hm9dqKj37IVOmmvtXHQdf905UnuB12WltdFe/r6N6Frj8dBl+9zu1j68rwqLS3F1dUVIyMjMUgXBEEQBEEQnpreLX1pC48vk2kLXbt25YsvvmjzdgRBEARBEIQXg17OqMfGxuLu7o5CoUCpVHL+/HkAdu/ezb17955ZO1lZWXz77bfP7Hz66tixY3VSQW7evJlTp04B4OLiglqtrndMUlISaWlpTZ43NTWVGzduSK9DQ0PrtCMIgiAIgiA8Ob2bUc/NzeXkyZMcOHCAjh07olarqaqqArTVST08PDAxMal3nEajkVI1tlR2djadOnVi2DDdrD/7vRw7dozXXnuNgQMHAjSbBx1gzpw5ze5z4MABbGxs6NWrF4BUUVUQBEEQBEF4eno3UL916xbm5uZSrvLaQkF79uzh5s2b+Pn5YWZmRkJCAo6Ojvj7+/P111+zfPlyjI2NiYqKoqKiAnNzcyIjI+nZsycqlYrBgwdz4cIFKeuLhYUFe/fuRSaT8dlnnxEWFkbv3r0JCQlBrVZLWV/69OlDcHAwRkZGXL58mWvXrhEZGcmBAwc4d+4cDg4OREVFsW/fPvLz8wkJCQEgJSWFgoICVqxYQVpaGnFxcVLBpA0bNqBWq1m1ahXXrl0DICQkhOHDh5OdnS0NeA0MDEhMTKRLl7oPHixcuJCSkhIqKyvx9fVl1qxZgDYtoq+vLydOnMDY2JiYmBiKior48ssvyc7OJjY2lq1btxITE1OnUmlcXBxZWVkAvP/++/Tv35+tW7dKVVvz8vKkrC8vv/wy69at4/Tp01y8eJG///3vUtaXuXPnSg/t/utf/2LTpk1oNBrMzc2Jj4+vc07QFlrasWMHFhYWvPvuu5SUlFBdXc3ChQtxc3Nry9tMEARBEARB7+ndQH3MmDFs374dV1dXRo8ejZubGyNGjMDX15fdu3cTHx8vDd4rKiqwsbEhKCiIqqoqVCoVMTExWFhYcOjQITZt2iSlErx37x579+7l7NmzhISEkJGRwezZs+sMHAMDA/H09MTLy4v9+/cTERFBTEwMoH1YdM+ePRw/fpzAwECSkpKwsbHB29ubvLw83N3d8fDwYOnSpcjlclJTU1mzZg35+fnExsaSlJSEhYWFlFN87dq1+Pn54eTkxLVr1wgICODw4cPs3LmTlStXMnz4cO7evYuRkVG9GK1btw4zMzPu37+Pt7c3kydPxtzcnIqKChwcHFi8eDHr168nJSWFhQsX4uLiUmdg/rguXbqwf/9+0tLSWLduHR9++GGd7cuWLSMsLIwRI0awefNmtm3bRmhoKJ988kmD2XTUajVhYWEkJibSr18/6Zob89VXX9GzZ08++ugjQJsrvjWufxjDgztNt9GeNVUy/kUi4qCliziYjhyN2fjX2rQNQRAEQQ8H6p07dyY1NZWcnByysrJYvHgxS5YsabAyqaGhIa6urgAUFhZy6dIl3nrrLUBb+dPS0lLa193dHQBnZ2fKy8spLS2td77c3Fy2bt0KgFKpZMOGDdK2CRMmSDPiPXr0wNbWFoCBAwdSXFyMnZ0do0aN4uTJk1hbW1NVVYWtrS0JCQlMmTJF+nBhZmYGwKlTp+qs5y4vL6e8vJxhw4YRFRWFQqFg8uTJdO7cuV4/ExISOHr0KADXr1/nypUrmJubI5fLmTBhAgBDhw7lm2++aVHMa4szubu718sdX1ZWRllZGSNGjAC0udObWzpz7tw5nJyc6NevX51rbsygQYOIjo5mw4YNTJgwAScnpxb1u1YHeQdqXvDS8Y2VjH/RiDhotWUc7hYWcj+3A5beijZr41nRx5LgJf95b3TZt9a09Xv0T1dae026Li2vi/ba4/v6JB6Ng67f59bSy//VDA0NGTlyJCNHjmTQoEGkpaU1OFA3MjKS1qXX1NRgY2NTp/DOox4vad9QifumjqldimNgYCD9DCCTyXj4UDt7NXPmTHbs2IG1tbXU38bS1FdXV5OcnIyxsXGd38+bN4/x48eTmZmJj48Pu3btYsCAAdL2rKwsTp06RXJyMiYmJqhUKiorKwGQy+VSn2UyGRqNptlrbAs1NTUNxtfQ0JARMYVyAAAgAElEQVTq6mrpdW2/raysSE1NJTMzk/fff58xY8bw9ttvt7g9y7/ME3nURW5cEYf/aOs4/Lw+kqoHD/U+1vp6P9R+26GrvrU2Drrun648yf2gy9LyumhPX/8mdO3xOOjyfW4XedQvX77MTz/9JL3Oy8ujT58+QOMl60E72FOr1eTm5gJQVVVFfn6+tP3QoUMA5OTkYGpqiqmpab3zOTo68vnnnwNw8OBBhg8f3qq+Ozg4UFJSQkZGhjRLPXr0aI4cOcKdO3cApGUgY8eOJTExsc51AhQVFWFra8u8efMYOnQohYWFddooKyujW7dumJiYUFBQwLlz55rtV1NxAzh8+DCgjZGjo2OdbaampnTt2pWcnBwA0tPTcXZ2bvK8jo6OnD17lp9//rnONfft25fvv/8egO+++46rV68CcOPGDUxMTFAqlQQEBEj7CIIgCIIgvMj0bka9oqKCiIgISktLMTQ0pH///oSHhwPg4+PD3LlzsbS0rJcbvWPHjmzZsoWIiAjKysrQaDT4+flhY2MDQLdu3Zg9e7b0MClol7MsWrSI48ePExYWxnvvvUdISAhxcXHSw6StNXXqVPLy8ujWrRsANjY2BAYGolKpkMlkDBkyhKioKEJDQwkPD0ehUKDRaHByciI8PJz4+HiysrKQyWQMHDiQcePG1Tn/uHHj2Lt3LwqFAisrK1599dVm++Tm5kZYWBgJCQls2bKl3vYHDx4wc+ZMqqur2bhxY73t0dHR0sOk/fr1k+Li5eXFqlWrpIdJa1lYWBAeHs4777xDdXU13bt3Z9euXbi6upKeno5SqcTe3p5XXnkFgEuXLrF+/XpkMhkdOnRg9erVLQ23IAiCIAhCu2VQ09jajHZEpVI1+NBjW5g/fz7+/v6iOqkO/fJLuVj6Ir7OFHH4D10sfan8uQijfi+3WRvPglxPHy6ujV2/ZSt00l5r74ef12snYnTVP115kr8LXZaW10V74t9IrcfjoMv3uV0sfXlelZaW4urqipGRkRikC4IgCA0y6vcypiPF/xGCILSMXi19sbOzY9CgQdTU1GBoaEhYWNgTFSNKSkrCxMQET09PgoODefPNN7G3t2/TmfWuXbvyxRdfPNNzzp07l/fff5+uXbvi6OhIbm4uN27cYO3atQ0uYdFHmzdvxtnZmf/6r//6vbsiCMIzossZ4SclZg8FQWgP9GqgbmxsTHp6OqDNrb1x48Y6D1y2VEuqaj4PPv7443q/69Wr1+82SH+S6q8tqYIqCIIgCIIg1Ke3S1/Ky8vp2rUrAHfv3sXPzw8vLy8UCgXHjh2T9ktLS0OhUEjFhgC2bt1KXFxck+d/NLvJkSNHCA4OBrQZUKZNm4aHhwdvvvlmveOysrL485//TFBQEK6urvzjH//gs88+w9vbG4VCQVFREQBffvklM2fOxNPTE39/f27fvg1AdnY2SqUSpVKJp6cn5eXl3Lx5kzfffBOlUsm0adOkDCsuLi6o1eo67V+9elXKKFNZWcmKFStQKBR4enpy5swZaZ833ngDLy8vvLy8+Pbbb6W+q1QqFi1axJQpU1iyZImUPvL06dN4enqiUChYsWIFDx48kPqwbds25syZw5EjRygqKiIgIIDp06fzxhtvUFBQAMCCBQtIS0sDYO/evSxZsgSA4OBgjhw5Uu96Lly4gEqlajQmgiAIgiAILzq9mlG/f/8+SqWSyspKbt26RXx8PKDNl759+3a6dOmCWq1m1qxZTJw4kR9//LHBqp9PIyYmhri4OHr16tVgUSSAH374gUOHDmFmZsbEiROZOXMm+/fvJz4+noSEBEJDQxk+fDgpKSkYGBiwb98+/vd//5fg4OAGK4+mpKQwduxYFixYgEaj4d69ey3q6yeffAJoU0kWFBQQEBDAF198IWVZMTIy4qeffuJvf/sbqampAHz//fd8/vnn9OzZkzlz5vDvf/8be3t7goOD2b17N1ZWVixbtoxPP/0Uf39/Kf5JSUkA+Pn5sWbNGl555RXOnz/PmjVr2LNnD//zP//DnDlzeOmll9i1a1ej+ewb0pJqrE0RlUn186E5XRNx0GrrODwPD5IKgiC0F3o1UH906Utubi7Lly8nIyODmpoaNm7cyNmzZ5HJZNy4cYPbt29z5syZBqt+Pg1HR0eCg4OZOnUqr7/+eoP72Nvb07NnTwBefvllxowZA2grbGZlZQFQUlLC4sWLuXXrFg8ePOCll14CaLDyqL29PSEhITx8+JBJkyZhZ2fXor7++9//5s9//jMAAwYMoE+fPhQWFtK3b1/Cw8P54YcfkMlkdfLS/+lPf+IPf/gDAIMHD6a4uJguXbrw0ksvYWVlBWjTLn7yySfSQN3NzQ3QfrORm5tbZzlL7cx7jx49WLRoEb6+vmzbtq1V70VLqrE2RVQmFRU5a4k4aLVlHOQDrLEcN1Zvq/g96nnooy6IyqRaojJp+3xfn4SoTPoMODo6cufOHdRqNZmZmajValJTU5HL5bi4uFBZWdlo1c/Wqq2QCRAeHs758+c5efIknp6epKWlYW5uXmf/xyuT1r5+tBpoREQE/v7+TJw4kaysLLZt2wY0XHnU2dmZxMREMjMzWbZsGQEBAXh6ejbb78auf/fu3fTo0YP09HSqq6v505/+1GDfDQ0N0Wg0zcbRxMREaq9r167Sh6nHXbp0CTMzM27evNngdkNDQ6mtR2PeXDXW5ojKpOKhORBxqKWrOOh7rMX9oCUqk2qJyqTib6KWqEz6jBQUFKDRaDAzM6OsrIzu3bsjl8s5c+YMxcXFQONVP1uiR48eFBQUUF1dXWfNe1FREQ4ODgQFBWFubk5JSckT9b+srIxevXoBSGu3a8//eOXR4uJiunfvjo+PDzNmzOC7775rURvOzs4cPHgQgMLCQq5fv461tTVlZWVYWloik8lIT0+XPjw0xtramuLiYq5cuQLUrT76qNqZ99pKpjU1Nfzwww8A/L//9//417/+xYEDB9i5c6dUlfRRffv25eLFiwD83//9X5MxEQRBEARBeNHp1Yx67Rp10A4Co6OjMTQ0RKFQsGDBAqZPn46dnR3W1tZA41U/W2LJkiXMnz+f3r17Y2NjQ0VFBQDr16/nypUr1NTUMGrUKAYPHvxE1/L2228TFBREr169cHBw4OrVqwANVh79/PPPiYuLo0OHDnTq1Ino6OgWtfHGG2+watUqFAoFhoaGREZG0rFjR9544w3eeecdjhw5wsiRI+nUqVOT5zEyMiIyMpKgoCA0Gg1Dhw5tNHPOhg0bWL16NbGxsTx8+BA3Nzesra157733iIyMpFevXixfvpyQkBD27NlTLyahoaF8+OGHODg4SL9vrhqrIAiCIAjCi+iFqEwqtG+iMqn4OhNEHGqJOGiJOGiJyqRaojKp+JuoJSqTCoIgCIIgCILw1MRAXRAEQRAEQRD00As9ULezs0OpVOLh4VGnMFBrJSUlSQ+MPlrgR6VSceHChWfW36fxaL9aKjQ0lB9//BFouPjS07hw4QIRERHP7HyCIAiCIAjtjV49TKprj+Zt/+qrr9i4cSOJiYmtPk9jD14+79auXdtm57a3t8fe3r7Nzi8IgiAIgvC8e6Fn1B9VXl5O165dAW1hHz8/P7y8vFAoFHXSN6alpaFQKPDw8GDp0qUAbN26lbi4uCbP7+joKP185MgRgoODATh8+DDTpk3Dw8ODN998s8FjP/74Y6nNf/zjHwDk5eXh4+ODQqHgr3/9K7/99hsAKSkpzJgxAw8PD9555506VU5zcnKYPXs2EydOlGbXs7KymD9/vrRPeHi4VMW0sW8E0tPT8fb2RqlUsnLlSin9o6OjI5s2bcLDwwMfHx9u377d6DU+2m52djZKpRKlUomnpyfl5eVNxlIQBEEQBOFF8ELPqNemg6ysrOTWrVvEx8cD2nSF27dvp0uXLqjVambNmsXEiRP58ccfiY2NJSkpCQsLi1blbW9MTEwMcXFx9OrVi9LS0nrbMzMzOX78OCkpKZiYmEhtLlu2jLCwMEaMGMHmzZvZtm0boaGhvP766/j4+ACwadMm9u/fj0qlAuDmzZt8+umnXL58mQULFjBlypRW97egoIDDhw+TlJSEXC5n9erVHDx4EE9PTyoqKnBwcGDx4sWsX7+elJQUFi5c2Ow17ty5k5UrVzJ8+HDu3r2LkZFRq/p0/cMYHtx5+vfiedXWJeOfFyIOWiIOWiIOWq2NQ+XPRRj1e7kNeyQIQmu80AP1R5e+5Obmsnz5cjIyMqipqWHjxo2cPXsWmUzGjRs3uH37NmfOnGHKlClYWFgAYGZm9tR9cHR0JDg4mKlTp/L666/X23769GmmT58uVQetLQBVVlbGiBEjAPDy8iIoKAiA/Px8PvjgA8rKyrh79y5jx46VzjVp0iQpV3ntbHdrnT59mosXL+Lt7Q1oP+x0794dALlczoQJEwAYOnQo33zzTYuucdiwYURFRaFQKJg8eTKdO3duVZ86yDtQ84KXjm/LkvHPExEHLREHLREHrdbEQT7AGstxY/W2nPrTaO016bq0vC7aa4/v65N4NA66fp9bS/wr9h+Ojo7cuXMHtVpNZmYmarWa1NRU5HI5Li4uVFZW8qxSzldWVko/h4eHc/78eU6ePImnpydpaWmYm5tL22tqajAwMGjxuYODg4mJiWHw4MGkpqaSnZ0tbevYsWO9/Q0NDamurm6wbw2pqanBy8uLJUuW1Nsml8ulvspkMmlJTEPX+Kh58+Yxfvx4MjMz8fHxYdeuXQwYMKDF12z5l3kij7rIjSvi8B8iDloiDlpPGof2FrsniYMuS8vroj3xN6H1eBx0+T6LPOpPoaCgAI1GI81Yd+/eHblczpkzZyguLgZg9OjRHDlyhDt37gC0aulLjx49KCgooLq6us6a96KiIhwcHAgKCsLc3JySkpI6x40ZM4Z//vOf0lrzX3/9FVNTU7p27UpOTg6gXTPu7OwMaNfXW1paUlVVxcGDB5vtV9++fSkoKODBgweUlZVx+vTpJvcfPXo0X3zxBb/88ovUn9r4NKa5aywqKsLW1pZ58+YxdOhQCgsLm+23IAiCIAhCe/dCz6jXrlEH7UxxdHQ0hoaGKBQKFixYwPTp07Gzs8Pa2hoAGxsbAgMDUalUyGQyhgwZQlRUVIvaWrJkCfPnz6d3797Y2NhQUVEBwPr167ly5Qo1NTWMGjWKwYMH1zlu3Lhx/PDDD8yYMQO5XM748eP529/+RnR0NKtWreLevXv069ePyEhtNbmgoCBmzpxJ3759GTRoEHfv3m2yX71792bKlCkoFApeeeUVhgwZ0uT+AwcO5N133+Uvf/kL1dXVyOVyVq5cSd++fRs9pqFrfHSmPz4+nqysLGlZzrhx45rsgyAIgiAIwovAoOZZrecQhN/JL7+Ui6Uv4utMEYf/EHHQEnHQEnHQepI46LK0vC7aE/eC1uNx0OX7LJa+CIIgCIIgCEI7IQbqgiAIgiAIgqCH9HKgHhsbi7u7OwqFAqVSyfnz5wHYvXt3nQI+TysrK4tvv/32mZ1PXx07dowff/xRer1582ZOnTr1ROeaO3dug7nQW1L0SRAEQRAEQWg5vXuYNDc3l5MnT3LgwAE6duyIWq2mqqoKgD179uDh4SHlFH+URqPB0NCwVW1lZ2fTqVMnhg3Tzfqz38uxY8d47bXXGDhwIICUc/1JfPzxx8+qW4IgCIIgCEIT9G6gfuvWLczNzaWc37XFhfbs2cPNmzfx8/PDzMyMhIQEHB0d8ff35+uvv2b58uUYGxsTFRVFRUUF5ubmREZG0rNnT1QqFYMHD+bChQuUl5ezbt06LCws2Lt3LzKZjM8++4ywsDB69+5NSEgIarUaCwsLIiMj6dOnD8HBwRgZGXH58mWuXbtGZGQkBw4c4Ny5czg4OBAVFcW+ffvIz88nJCQEgJSUFAoKClixYgVpaWnExcVhYGCAra0tGzZsQK1Ws2rVKq5duwZASEgIw4cPJzs7m7Vr1wJgYGBAYmIiXbrUffBg4cKFlJSUUFlZia+vL7NmzQK0ueB9fX05ceIExsbGxMTEUFRUxJdffkl2djaxsbFs3bqVmJgYXnvtNaZMmcLp06eJjo5Go9EwdOhQ1qxZQ2VlJd7e3sTGxmJtbc3f/vY3Ro0ahY+PDy4uLuzfvx8LCwtiY2NJS0ujd+/eWFhY8Mc//lG69uTkZKqqqujfvz/r16/HxMSE4OBgunTpwsWLF7l16xZLly5lypQp3Lx5k8WLF1NeXo5Go2H16tU4OTm1/c0mCIIgCIKgx/RuoD5mzBi2b9+Oq6sro0ePxs3NjREjRuDr68vu3buJj4+XBu8VFRXY2NgQFBREVVUVKpWKmJgYLCwsOHToEJs2bZLSFt67d4+9e/dy9uxZQkJCyMjIYPbs2XTq1ImAgAAAAgMD8fT0xMvLi/379xMREUFMTAwApaWl7Nmzh+PHjxMYGEhSUhI2NjZ4e3uTl5eHu7s7Hh4eLF26FLlcTmpqKmvWrCE/P5/Y2FiSkpKwsLCQcq+vXbsWPz8/nJycuHbtGgEBARw+fJidO3eycuVKhg8fzt27dzEyMqoXo3Xr1mFmZsb9+/fx9vZm8uTJmJubU1FRgYODA4sXL2b9+vWkpKSwcOFCXFxcpIH5oyorKwkODmb37t1YWVmxbNkyPv30U/z9/Vm5ciUrVqzA19eX3377DR8fnzrHXrx4kUOHDpGWloZGo8HLy0saqL/++uvS/ps2bWL//v2oVCoAbt68yaeffsrly5dZsGABU6ZMISMjg7Fjx7JgwQI0Gk2rlzftvPgJv96vvxznRSGXG1JVpWnRvk69XmVs31Ft3CNBEARBEJ4FvRuod+7cmdTUVHJycsjKymLx4sUsWbKE6dOn19vX0NAQV1dXAAoLC7l06RJvvfUWANXV1VhaWkr7uru7A+Ds7Ex5eXmD66xzc3PZunUrAEqlkg0bNkjbJkyYIM2I9+jRA1tbW0CbV7y4uBg7OztGjRrFyZMnsba2pqqqCltbWxISEpgyZYr04cLMzAyAU6dO1Vk3Xl5eTnl5OcOGDSMqKgqFQsHkyZPp3LlzvX4mJCRw9OhRAK5fv86VK1cwNzdHLpczYcIEAIYOHco333zTZKwLCwt56aWXsLKyAsDLy4tPPvkEf39/xowZw5EjRwgPDyc9Pb3esTk5OUyaNElahuTi4iJty8/P54MPPqCsrIy7d+8yduxYadukSZOkfOm3b98GwN7enpCQEB4+fMikSZOws7Nrst+Pk8sNkWtat+ypvZHLm7/+n369ilxtiNerr+ugR78PfS0BrWsiDloiDloiDlqtjYOuS8vroj1xL2g9Ggddv8+tpXcDddAOwEeOHMnIkSMZNGgQaWlpDQ7UjYyMpHXpNTU12NjYkJyc3OA5a0vbN/a6uWNql+IYGBhIPwPIZDIePnwIwMyZM9mxYwfW1tZSfxtLU19dXU1ycjLGxsZ1fj9v3jzGjx9PZmYmPj4+7Nq1iwEDBkjbs7KyOHXqFMnJyZiYmKBSqaisrARALpdLfZbJZGg0Tc+yNpVCv7q6moKCAoyMjPj111/5wx/+UG+fxmIYHBxMTEwMgwcPJjU1tU5xo0djV8vZ2ZnExEQyMzNZtmwZAQEBeHp6Ntn3R6lsZ4s86i3IjfvBtzuoqtK02zy6IkewloiDloiDloiD1pPEQZel5XXRnrgXtB6Pgy7f53aRR/3y5cv89NNP0uu8vDz69OkDaGfbG6u0aWVlhVqtJjc3F4Cqqiry8/Ol7YcOHQK0M8GmpqaYmprWO5+joyOff/45AAcPHmT48OGt6ruDgwMlJSVkZGQwbdo0AEaPHs2RI0e4c+cOgLT0ZezYsSQmJta5ToCioiJsbW2ZN28eQ4cOpbCwsE4bZWVldOvWDRMTEwoKCjh37lyz/WosbtbW1hQXF3PlyhUA0tPTcXZ2BrQZdgYMGMDGjRsJCQmRHuit5ezszNGjR7l//z7l5eWcOHFC2nb37l0sLS2pqqri4MGDzfavuLiY7t274+Pjw4wZM/juu++aPUYQBEEQBKG907sZ9YqKCiIiIigtLcXQ0JD+/fsTHh4OgI+PD3PnzsXS0pKEhIQ6x3Xs2JEtW7YQERFBWVkZGo0GPz8/bGxsAOjWrRuzZ8+WHiYF7XKWRYsWcfz4ccLCwnjvvfcICQkhLi5Oepi0taZOnUpeXh7dunUDwMbGhsDAQFQqFTKZjCFDhhAVFUVoaCjh4eEoFAo0Gg1OTk6Eh4cTHx9PVlaWtDxk3Lhxdc4/btw49u7di0KhwMrKildffbXZPrm5uREWFkZCQgJbtmyRfm9kZERkZCRBQUHSw6Rz5syhsLCQffv2sW/fPrp06YKzszOxsbEsWrRIOvaPf/wjbm5uKJVK+vbtW+dDTVBQEDNnzqRv374MGjSo0Q9XtbKzs4mLi6NDhw506tSJ6OjoFsVaEARBEAShPTOoaWr9QzuhUqlYtmwZ9vb2bd7W/Pnz8ff3Z/To0W3elqD1yy/lYulLC5e+XC27xkumfZrc73l94FR8rasl4qAl4qAl4qD1JHHQZWl5XbQn7gWtx+Ogy/e5XSx9eV6Vlpbi6uqKkZGRGKQLz62r5dfIudH8cipBEARBENqe3i19aQuPL5NpC127duWLL75o83YE4Wm8ZNqHd4cFNrr9g2936LA3giAIgiA0RS9n1GNjY3F3d0ehUKBUKjl//jygfcCxtTm2m5KVlcW33377zM6nr44dO1YnFeTmzZs5derUE51r7ty5Daa23Lp1K3FxcU/cR0EQBEEQBKEuvZtRz83N5eTJkxw4cICOHTuiVquljCN79uzBw8NDyt39KI1GI6VqbKns7Gw6derEsGG6WX/2ezl27BivvfYaAwcOBLQPez6pjz/++Fl1SxAEQRAEQWiC3g3Ub926hbm5uZRvu7ZQ0J49e7h58yZ+fn6YmZmRkJCAo6Mj/v7+fP311yxfvhxjY2OioqKoqKjA3NycyMhIevbsiUqlYvDgwVy4cEHK+mJhYcHevXuRyWR89tlnhIWF0bt3b0JCQlCr1VLWlz59+hAcHIyRkRGXL1/m2rVrREZGcuDAAc6dO4eDgwNRUVHs27eP/Px8QkJCAEhJSaGgoIAVK1aQlpZGXFycVDBpw4YNqNVqVq1axbVr1wAICQlh+PDhZGdns3btWkCbpzwxMZEuXeo+eLBw4UJKSkqorKzE19eXWbNmAdr0kr6+vpw4cQJjY2NiYmIoKiriyy+/JDs7m9jYWLZu3UpMTIxUqfT06dNER0dLWV/WrFlDZWUl3t7exMbGYm1tzd/+9jdGjRqFj48PLi4u7N+/HwsLC2JjY0lLS6N3795YWFhIlUlTUlJITk6mqqqK/v37s379ekxMTAgODqZLly5cvHiRW7dusXTpUqZMmcLNmzdZvHgx5eXlaDQaVq9ejZOTU4vvGVGZtGWVSa+WX+OlLk0/SCoIgiAIgv7Qu4H6mDFj2L59O66urowePRo3NzdGjBiBr68vu3fvJj4+Xhq8V1RUYGNjQ1BQEFVVVahUKmJiYrCwsODQoUNs2rRJSrF479499u7dy9mzZwkJCSEjI4PZs2fTqVMnAgICAAgMDMTT0xMvLy/2799PREQEMTExgPZh0T179nD8+HECAwNJSkrCxsYGb29v8vLycHd3x8PDg6VLlyKXy0lNTWXNmjXk5+cTGxtLUlISFhYWUh71tWvX4ufnh5OTE9euXSMgIIDDhw+zc+dOVq5cyfDhw7l79y5GRkb1YrRu3TrMzMy4f/8+3t7eTJ48GXNzcyoqKnBwcGDx4sWsX7+elJQUFi5ciIuLizQwf1RlZSXBwcHs3r0bKysrli1bxqeffoq/vz8rV65kxYoV+Pr68ttvv+Hj41Pn2IsXL3Lo0CHS0tLQaDR4eXlJA/XXX39d2n/Tpk3s378flUoFwM2bN/n000+5fPkyCxYsYMqUKWRkZDB27FgWLFiARqNp9fImUZm0ZZVJrcz7Mba/c5PV12rPo68V2przvPb7WRNx0BJx0BJx0BKVScW9UEtUJn0KnTt3JjU1lZycHLKysli8eDFLlixpsDKpoaEhrq6uABQWFnLp0iXeeustQFtZ09LSUtrX3d0d0BbqKS8vb3CddW5uLlu3bgVAqVSyYcMGaduECROkGfEePXpga2sLwMCBAykuLsbOzo5Ro0Zx8uRJrK2tqaqqwtbWloSEBKZMmSJ9uDAzMwPg1KlTddaNl5eXU15ezrBhw4iKikKhUDB58mQ6d+5cr58JCQkcPXoUgOvXr3PlyhXMzc2Ry+VMmDABgKFDh/LNN980GevCwkJeeuklrKysAPDy8uKTTz7B39+fMWPGcOTIEcLDw0lPT693bE5ODpMmTZKWIbm4uEjb8vPz+eCDDygrK+Pu3buMHTtW2jZp0iQpR/zt27cBsLe3JyQkhIcPHzJp0iTs7Oya7PfjRGXS1qXcamrf2pn55zGFl0g9piXioCXioCXioCUqk4p7odbzVplU7wbqoB2Ajxw5kpEjRzJo0CDS0tIaHKgbGRlJ69JramqwsbEhOTm5wXM+Xu7+8dfNHVO7FMfAwED6GUAmk/Hw4UMAZs6cyY4dO7C2tpb621ia+urqapKTkzE2Nq7z+3nz5jF+/HgyMzPx8fFh165dDBgwQNqelZXFqVOnSE5OxsTEBJVKRWVlJQByuVzqs0wmQ6NpejlEUyn0q6urKSgowMjIiF9//ZU//OEP9fZpLIbBwcHExMQwePBgUlNTyc7OlrY9Grtazs7OJCYmkpmZybJlywgICMDT07PJvgtt52rZNb4uPvNc5lIXBEEQhPZE77K+XL58mZ9++kl6nZeXR58+2nW1nTt3brTKpZWVFWq1mtzcXACqqqrIz8+Xth86dAjQzgSbmppiampa73yOjo58/vnnABw8eLBOtWrgDjIAACAASURBVM2WcHBwoKSkhIyMDKZNmwbA6NGjOXLkCHfu3AGQlr6MHTuWxMTEOtcJUFRUhK2tLfPmzWPo0KEUFhbWaaOsrIxu3bphYmJCQUEB5841n/O6sbhZW1tTXFzMlStXAEhPT8fZ2RnQZtgZMGAAGzduJCQkRHqgt5azszNHjx7l/v37lJeXc+LECWnb3bt3sbS0pKqqioMHDzbbv+LiYrp3746Pjw8zZszgu+++a/YYoe3c09wXudQFQRAEQQ/o3Yx6RUUFERERlJaWYmhoSP/+/QkPDwfAx8eHuXPnYmlpWS83eseOHdmyZQsRERGUlZWh0Wjw8/PDxsYGgG7dujF79mzpYVLQLmdZtGgRx48fJywsjPfee4+QkBDi4uKkh0lba+rUqeTl5dGtWzcAbGxsCAwMRKVSIZPJGDJkCFFRUYSGhhIeHo5CoUCj0eDk5ER4eDjx8fFkZWVJy0PGjRtX5/zjxo1j7969KBQKrKysePXVV5vtk5ubG2FhYSQkJLBlyxbp90ZGRkRGRhIUFCQ9TDpnzhwKCwvZt28f+/bto0uXLjg7OxMbG8uiRYukY//4xz/i5uaGUqmkb9++dT7UBAUFMXPmTPr27cugQYMa/XBVKzs7m7i4ODp06ECnTp2Ijo5uUayFtmFiaNz8ToIgCIIgtDmDmqbWP7QTKpWKZcuWYW9v3+ZtzZ8/H39/f1GdVId++aVcrFF/RmvrPvh2B1fLrjVbGEkfifWXWiIOWiIOWiIOWk8SB12WltdFe+Je0Ho8Drp8n59kjbreLX15XpWWluLq6oqRkZEYpAuCIAiCIAhP7YUYqCckJDQ4m25nZ4dSqcTDwwMvL68nrlKalJTEl19+yRdffEGnTp04cuQIoJ3Jv3DhwlP1/VkJDg6W+tVSoaGhUmYaFxcX1Gr1M+vPhQsXiIiIeGbnEwRBEARBaG/0bo26LhkbG0upB7/66is2btxY5wHPlpozZ86z7ppeqC281Bbs7e11shRJEARBEAThefVCzKi3RHl5OV27dgW0WUv8/Pzw8vJCoVBw7Ngxab+0tDQUCoVU3Ahg69atxMXFNXl+R0dH6ecjR44QHBwMwOHDh5k2bRoeHh68+eabDR778ccfS23+4x//ALRZYnx8fFAoFPz1r3/lt99+A7RVQWfMmIGHhwfvvPNOneJBOTk5zJ49m4kTJ0qz61lZWcyfP1/aJzw8nNTUVKDxbwTS09Px9vZGqVSycuVKKQ2ko6MjmzZtwsPDAx8fHylPekPX+Gi72dnZKJVKlEolnp6elJeXNxlLQRAEQRCEF8ELPaN+//59lEollZWV3Lp1i/j4eECbDWX79u106dIFtVrNrFmzmDhxIj/++GODVUafRkxMDHFxcfTq1avBIkyZmZkcP36clJQUTExMpDaXLVtGWFgYI0aMYPPmzWzbto3Q0NBWVwVtrYKCAg4fPkxSUhJyuZzVq1dz8OBBPD09G62M2tw1tqQaa1N2XvyEX+/XP++LQi43lAoVPa2r5deeyXkEQRAEQXh6L/RA/dGlL7m5uSxfvpyMjAxqamrYuHEjZ8+eRSaTcePGDW7fvs2ZM2carDL6NBwdHQkODmbq1Km8/vrr9bafPn2a6dOnSxVAzczMKCsro6ysjBEjRgDaiqJBQUFA66uCttbp06e5ePEi3t7egPbDTvfu3QEarYza3DW2pBprU+RyQ+Qawye6nvZCLn82129l3o87935DLjfU23LKTXke+9wWRBy0RBy0RBy0WhsHXZeW10V74l7QejQOun6fW+uFHqg/ytHRkTt37qBWq8nMzEStVpOamopcLsfFxYXKysomK3m2Rm0lUdAuNTl//jwnT57E09OTtLQ0zM3Npe01NTUtqqJaq7VVQQ0NDamurm6wbw2pqanBy8uLJUuW1NvWWGXUhq7xUc1VY22Oyna2SM/4DFNuffDtDqqqNM9dGi+RekxLxEFLxEFLxEHrSeKgy9LyumhP3Ataj8dBl++zSM/4FAoKCtBoNNKMdffu3ZHL5Zw5c4bi4mKg8SqjLdGjRw8KCgqorq6us+a9qKgIBwcHgoKCMDc3p6SkpM5xY8aM4Z///Ke01vzXX3/F1NSUrl27kpOTw//H3p1GRXmm+R//ApasCpQhCWKODYq4NkEh6si4EBVEiyUi0dMpIM24do80OiqWwUQGA2iPJjpC5mRIFNwQGzESNO0+k2hDnGBaM/QJQdQWYjAhKgWCWPB/UcPzB2U1iojX5xzPEZ7trovnxV1P3XX9oHmiaGdTQZ2cnCguLubu3btUVlZy9uzZNvcfP348n332GT/99JMynsb6tKa919heGqsQQgghxLPomX6i3rhGHYxPipOSkjAzM0Oj0bB48WJee+01hg0bhouLC9B6ymhHLF++nIULF+Lo6IirqyvV1dUAbNiwgStXrtDQ0MC4ceMYOnRos+MmTpzI3/72N2bPno1KpWLSpEksW7aMpKQk3n77be7cucNLL72kpKh2NhXU0dERPz8/NBoNv/rVrxg+fHib+w8ePJg//OEP/Pa3v6W+vh6VSsXatWtxcnJq9ZiWXmPTJ/3tpbGKrnetsoz3vvqgS67l+cLLeDuN65JrCSGEEE+TZyKZVPRskkz66Je+NKaTPm7X9GUMsHk0Kajysa6R1MFI6mAkdTCSZFK5Fxo9bcmkz/QTdSFEywb0eTST5/Z01VN7IYQQ4mkka9SFEEIIIYTohmSiLrpETU0Nb7zxBgaDgbKyMn77298yY8YM/P39uXbtGgDR0dFcvnz5yQ5UCCGEEKKbkIm66BJ/+tOfmDZtGmZmZqxatYrIyEgOHz5MZmam0od93rx5/Od//ucTHqkQQgghRPcgE3XRJQ4dOqSku967d48JEyYAYG1trYQ5eXp6cubMGe7du/ckh6owMTF+8aPxX9N29m1t68x5jNtNmm0XQgghhAD5MqnoAnfv3uXvf/87AwYM4NixY/Tt25ff//73XLt2jfHjx/Mv//IvmJmZYWpqysCBA/nb3/7GyJEjO3z+jy7u4mbN7Uc65gYaqKu7S319PQ31Df83mTZFpVKBiUmr20xM7n/v28DdNvZtaKj/v3M10EADpiamxu29e0MHG9moVGa4q0dJi0MhhBCih5GJunjsfv75Z/r0MUbz3rt3j3PnzpGdnY2joyPR0dFkZWUxZ84cANRqNeXl5Z06v0plhspg9sjH3cvMFEN9PTQ0wP9NsM1MTdvddj8zM1PjRP3/OqGamppiZtY4XjNlOwAmJsY3LZ1Io71807jGP/jlaQ/3Qu+jUnVdnPKjvlZ3jYDualIHI6mDkdTBqLN16Opo+a64ntwLRk3r0NV/586Sibp47CwsLLh79y4AL774IsOHD+ell14C4NVXX+Xrr79W9r179y4WFhadOr/Wbe4z3Ud924UPqaszPLL+uHV1XRen/CivJT2CjaQORlIHI6mD0cPUoSuj5bvienIvGN1fh678Oz9MH3VZoy4eO1tbWwwGA7W1tYwaNYpbt25RUVEBQF5eHoMHD1b2vXz5crOfhRBCCCGeVTJRF11iwoQJ/M///I/S9SU8PByNRkNDQ4Oy7OXHH3/E3Nyc559//gmPVgghhBDiyZOlL6JLvPHGG3z88cf8wz/8AxMmTODQoUMP7JOTk8Prr7/+BEb39LtWWfbIUj6v6csYYNP/kZxLCCGEEA9PnqiLLjF8+HDGjh2LwWBodZ8+ffoQHBzchaMSLRlg0x/PF15+0sMQQgghnnnyRF10mZCQkDa3z549u4tG0vMM6NOfP4xe9KSH8VDa+zTA84WXpfWkEEKIZ1K3fKKekpLCzJkz0Wg0BAYGKl1Btm/fzp07dx7ZdfLy8vjqq68e2fm6q2PHjvHdd98pP7///vucOXPmoc41f/58bt9+sGf51q1bSU1NfegxCtGSa/oyzv1w/kkPQwghhHgiut0T9YKCAk6dOsWBAwfo3bs3FRUV1NXVAZCWlkZAQICSZNmUwWBo0pu6Y/Lz87GysmL06NGPZOzd1bFjx5g8ebLSTSUqKuqhz/Xhhx8+qmEJAbT9acCjWncvhBBCPI263UT9xo0b2Nvb07t3b8AYgAPGSXp5eTnh4eHY2dmRnp6Oh4cHERERfP7556xatQoLCwsSExOprq7G3t6ehIQEnn/+ebRaLUOHDuXChQvo9Xreffdd1Go1e/fuxdTUlE8++YTY2FgcHR3R6XRUVFSgVqtJSEigf//+xMTEYG5uzqVLlygrKyMhIYEDBw5w/vx53N3dSUxMJDMzk6KiInQ6HQD79u2juLiY1atXk52dTWpqKiYmJri5ubFx40YqKip4++23KSsrA0Cn0zFmzBjy8/NZv349YIyW37lzJzY2zXtuLlmyhOvXr1NbW0tYWJjyBUwPDw/CwsI4efIkFhYWJCcnc/XqVU6cOEF+fj4pKSls3bqV5ORkJk+ejJ+fH2fPniUpKQmDwcDIkSNZt24dtbW1hISEkJKSgouLC8uWLWPcuHGEhobi4+PD/v37UavVpKSkKMFFarWaESNGKK89IyODuro6Bg4cyIYNG7C0tCQmJgYbGxsuXrzIjRs3WLFiBX5+fpSXlxMdHY1er8dgMPDOO+/g6enZ4XvmcSSTPk1Kq77HydrxSQ9DCCGEEI9Yt5uoT5gwgW3btuHr68v48ePx9/fnlVdeISwsjO3bt7Njxw5l8l5dXY2rqytRUVHU1dWh1WpJTk5GrVaTm5vL5s2bSUhIAODOnTvs3buXL7/8Ep1OR05ODnPnzsXKyorIyEgAFi1aRFBQEMHBwezfv5/4+HiSk5MBuH37NmlpaRw/fpxFixaxZ88eXF1dCQkJobCwkJkzZxIQEMCKFStQqVRkZWWxbt06ioqKSElJYc+ePajVam7evAnA+vXrCQ8Px9PTk7KyMiIjIzl8+DAfffQRa9euZcyYMVRVVWFubv5Ajd59913s7OyoqakhJCSE6dOnY29vT3V1Ne7u7kRHR7Nhwwb27dvHkiVL8PHxUSbmTdXW1hITE8P27dtxdnZm5cqV7N69m4iICNauXcvq1asJCwvj1q1bhIaGNjv24sWL5Obmkp2djcFgIDg4WJmoT5s2Tdl/8+bN7N+/H61WC0B5eTm7d+/m0qVLLF68GD8/P3JycvD29mbx4sUYDIZOL296XMmkT4tf2Q3Ae6BXt01Va0t7yaSdTS59GmvwOEgdjKQORlIHI0kmlXuhkSST/gLW1tZkZWVx7tw58vLyiI6OZvny5bz22msP7GtmZoavry8AJSUlfPvtt7z55psA1NfX4+DgoOw7c+ZMALy8vNDr9S2usy4oKGDr1q0ABAYGsnHjRmXblClTlCfizz33HG5ubgAMHjyY0tJShg0bxrhx4zh16hQuLi7U1dXh5uZGeno6fn5+ypsLOzs7AM6cOdNs3bher0ev1zN69GgSExPRaDRMnz4da2vrB8aZnp7O0aNHAfj++++5cuUK9vb2qFQqpkyZAsDIkSP54osv2qx1SUkJAwYMwNnZGYDg4GB27dpFREQEEyZM4MiRI8TFxXHw4MEHjj137hxTp05VliH5+Pgo24qKinjvvfeorKykqqoKb29vZdvUqVMxNTVl8ODB/PjjjwCMGjUKnU7HvXv3mDp1KsOGDWtz3Pd71pNJG1PWnsbEufaSSTuTXCqpe0ZSByOpg5HUwUiSSeVeaPS0JZN2u4k6GCfgY8eOZezYsQwZMoTs7OwWJ+rm5ubKuvSGhgZcXV3JyMho8ZwmJiZt/tzeMY1LcUxMTJT/A5iamnLv3j0A5syZwwcffICLi4sy3oaGlieQ9fX1ZGRkYGFh0ez3CxYsYNKkSZw+fZrQ0FA+/vhjBg0apGzPy8vjzJkzZGRkYGlpiVarpba2FgCVSqWM2dTUtM1WiG2NrXF8xcXFmJubc/PmTV588cUH9mmthjExMSQnJzN06FCysrLIz89XtjWtXSMvLy927tzJ6dOnWblyJZGRkQQFBbU5diGEEEKInq7bdX25dOkSly9fVn4uLCykf39j+Iq1tTVVVVUtHufs7ExFRQUFBQUA1NXVUVRUpGzPzc0FjE+C+/TpQ58+fR44n4eHB59++ikAhw4dYsyYMZ0au7u7O9evXycnJ4dZs2YBMH78eI4cOcLPP/8MoCx98fb2ZufOnc1eJ8DVq1dxc3NjwYIFjBw5kpKSkmbXqKysxNbWFktLS4qLizl/vv2OGK3VzcXFhdLSUq5cuQLAwYMH8fLyAowddgYNGsSmTZvQ6XTKF3obeXl5cfToUWpqatDr9Zw8eVLZVlVVhYODA3V1dS0GG92vtLSUfv36ERoayuzZs/nmm2/aPUYIIYQQoqfrdk/Uq6uriY+P5/bt25iZmTFw4EDi4uIACA0NZf78+Tg4OJCent7suN69e7Nlyxbi4+OprKzEYDAQHh6Oq6srALa2tsydO1f5MikYl7MsXbqU48ePExsby1tvvYVOpyM1NVX5MmlnzZgxg8LCQmxtbQFwdXVl0aJFaLVaTE1NGT58OImJiaxZs4a4uDg0Gg0GgwFPT0/i4uLYsWMHeXl5yvKQiRMnNjv/xIkT2bt3LxqNBmdnZ15+uf1gGn9/f2JjY0lPT2fLli3K783NzUlISCAqKkr5Mum8efMoKSkhMzOTzMxMbGxs8PLyIiUlhaVLlyrHjhgxAn9/fwIDA3Fycmr2piYqKoo5c+bg5OTEkCFDWn1z1Sg/P5/U1FR69eqFlZUVSUlJHaq1EEIIIURPZtLQ1vqHHkKr1bJy5UpGjRr12K+1cOFCIiIiGD9+/GO/ljD66Se9rFF/StcdNrZfbK89Y0fCnJ7mOjxKUgcjqYOR1MHoYeqQtMuYs7LqN13TwvlxX0/uBaP769CVf+eHWaPe7Za+PK1u376Nr68v5ubmMkkXQgghhBC/2DMxUU9PT2/xafqwYcMIDAwkICCA4ODgh04p3bNnDydOnOCzzz7DysqKI0eOAMYn+RcuXPhFY39UYmJilHF11Jo1a5TOND4+PlRUVDyy8Vy4cIH4+PhHdj4hhBBCiJ6m261R70oWFhZK68H//u//ZtOmTc2+4NlR8+bNe9RD6xYag5ceh1GjRnXJUiQhhBBCiKfVM/FEvSP0ej19+/YFjF1LwsPDCQ4ORqPRcOzYMWW/7OxsNBqNEm4EsHXrVlJTU9s8v4eHh/L/I0eOEBMTA8Dhw4eZNWsWAQEB/OY3v2nx2A8//FC55h//+EfA2CUmNDQUjUbD7373O27dugUYU0Fnz55NQEAA//zP/9wsPOjcuXPMnTuXV199VXm6npeXx8KFC5V94uLiyMrKAlr/RODgwYOEhIQQGBjI2rVrlTaQHh4ebN68mYCAAEJDQ5U+6S29xqbXzc/PJzAwkMDAQIKCgtDr9W3WUgghhBDiWfBMP1GvqakhMDCQ2tpabty4wY4dOwBjN5Rt27ZhY2NDRUUFr7/+Oq+++irfffddiymjv0RycjKpqam88MILLYYwnT59muPHj7Nv3z4sLS2Va65cuZLY2FheeeUV3n//ff793/+dNWvWdDoVtLOKi4s5fPgwe/bsQaVS8c4773Do0CGCgoJaTUZt7zV2JI21LR9d3MXNmgfP+6xQqcyUYKCnzTV9GQNs+j/pYQghhBDd0jM9UW+69KWgoIBVq1aRk5NDQ0MDmzZt4ssvv8TU1JQffviBH3/8kb/85S8tpoz+Eh4eHsTExDBjxgymTZv2wPazZ8/y2muvKQmgdnZ2VFZWUllZySuvvAIYE0WjoqKAzqeCdtbZs2e5ePEiISEhgPHNTr9+/QBaTUZt7zV2JI21LSqVGSqD2UO9np5CpXo6X7+z/Ut4D/RqNbq58XV1NNq5u0ZAdzWpg5HUwUjqYNTZOnR1tHxXXE/uBaOmdejqv3NnPdMT9aY8PDz4+eefqaio4PTp01RUVJCVlYVKpcLHx4fa2to2kzw7ozFJFIxLTb7++mtOnTpFUFAQ2dnZ2NvbK9sbGho6lKLaqLOpoGZmZtTX17c4tpY0NDQQHBzM8uXLH9jWWjJqS6+xqfbSWNujdZsr7Rmf8pZbrY2/8ZOCjry+nlCHR0HqYCR1MJI6GD1MHboyWr4rrif3gtH9dejKv7O0Z/wFiouLMRgMyhPrfv36oVKp+Mtf/kJpaSnQespoRzz33HMUFxdTX1/fbM371atXcXd3JyoqCnt7e65fv97suAkTJvCnP/1JWWt+8+ZN+vTpQ9++fTl37hzQPFG0s6mgTk5OFBcXc/fuXSorKzl79myb+48fP57PPvuMn376SRlPY31a095rbC+NVQghhBDiWfRMP1FvXKMOxifFSUlJmJmZodFoWLx4Ma+99hrDhg3DxcUFaD1ltCOWL1/OwoULcXR0xNXVlerqagA2bNjAlStXaGhoYNy4cQwdOrTZcRMnTuRvf/sbs2fPRqVSMWnSJJYtW0ZSUhJvv/02d+7c4aWXXlJSVDubCuro6Iifnx8ajYZf/epXDB8+vM39Bw8ezB/+8Ad++9vfUl9fj0qlYu3atTg5ObV6TEuvsemT/vbSWIUQQgghnkXPRDKp6NkkmbTnfpz53lcfcK2yjAF92v/C6f1fqvV84WW8ncY9zuF1Sz35fugMqYOR1MFIkknlXmgkyaRCCPGEXdOXce6H8096GEIIIcQv8kwvfRFCdH8D+vTnD6MXtbtf06ck7331weMelhBCCPHYdcsn6ikpKcycORONRkNgYCBff/01ANu3b28W4PNL5eXl8dVXXz2y83VXx44d47vvvlN+fv/99zlz5sxDnWv+/Pkt9kLvSOiTEEIIIYTouG73RL2goIBTp05x4MABevfuTUVFBXV1dQCkpaUREBCg9BRvymAwYGbWuV7S+fn5WFlZMXp016w/e1KOHTvG5MmTGTx4MIDSc/1hfPjhh49qWEIIIYQQog3dbqJ+48YN7O3tlZ7fjeFCaWlplJeXEx4ejp2dHenp6Xh4eBAREcHnn3/OqlWrsLCwIDExkerqauzt7UlISOD5559Hq9UydOhQLly4gF6v591330WtVrN3715MTU355JNPiI2NxdHREZ1OR0VFBWq1moSEBPr3709MTAzm5uZcunSJsrIyEhISOHDgAOfPn8fd3Z3ExEQyMzMpKipCp9MBsG/fPoqLi1m9ejXZ2dmkpqZiYmKCm5sbGzdupKKigrfffpuysjIAdDodY8aMIT8/n/Xr1wNgYmLCzp07sbFp/sWDJUuWcP36dWprawkLC+P1118HjL3gw8LCOHnyJBYWFiQnJ3P16lVOnDhBfn4+KSkpbN26leTkZCZPnoyfnx9nz54lKSkJg8HAyJEjWbduHbW1tYSEhJCSkoKLiwvLli1j3LhxhIaG4uPjw/79+1Gr1aSkpJCdnY2joyNqtZoRI0Yorz0jI4O6ujoGDhzIhg0bsLS0JCYmBhsbGy5evMiNGzdYsWIFfn5+lJeXEx0djV6vx2Aw8M477+Dp6fn4bzYhhBBCiG6s203UJ0yYwLZt2/D19WX8+PH4+/vzyiuvEBYWxvbt29mxY4cyea+ursbV1ZWoqCjq6urQarUkJyejVqvJzc1l8+bNStvCO3fusHfvXr788kt0Oh05OTnMnTsXKysrIiMjAVi0aBFBQUEEBwezf/9+4uPjSU5OBuD27dukpaVx/PhxFi1axJ49e3B1dSUkJITCwkJmzpxJQEAAK1asQKVSkZWVxbp16ygqKiIlJYU9e/agVquV3uvr168nPDwcT09PysrKiIyM5PDhw3z00UesXbuWMWPGUFVVhbm5+QM1evfdd7Gzs6OmpoaQkBCmT5+Ovb091dXVuLu7Ex0dzYYNG9i3bx9LlizBx8dHmZg3VVtbS0xMDNu3b8fZ2ZmVK1eye/duIiIiWLt2LatXryYsLIxbt24RGhra7NiLFy+Sm5tLdnY2BoOB4OBgZaI+bdo0Zf/Nmzezf/9+tFotAOXl5ezevZtLly6xePFi/Pz8yMnJwdvbm8WLF2MwGDq9vOmji7u4WfPgcpxnxf3dTlrzrHZBEUIIIZ5W3W6ibm1tTVZWFufOnSMvL4/o6GiWL1/Oa6+99sC+ZmZm+Pr6AlBSUsK3337Lm2++CUB9fT0ODg7KvjNnzgTAy8sLvV7f4jrrgoICtm7dCkBgYCAbN25Utk2ZMkV5Iv7cc8/h5uYGGPuKl5aWMmzYMMaNG8epU6dwcXGhrq4ONzc30tPT8fPzU95c2NnZAXDmzJlm68b1ej16vZ7Ro0eTmJiIRqNh+vTpWFtbPzDO9PR0jh49CsD333/PlStXsLe3R6VSMWXKFABGjhzJF1980WatS0pKGDBgAM7OzgAEBweza9cuIiIimDBhAkeOHCEuLo6DBw8+cOy5c+eYOnWqsgzJx8dH2VZUVMR7771HZWUlVVVVeHt7K9umTp2q9Ev/8ccfARg1ahQ6nY579+4xdepUhg0b1ua476dSmaEydG7ZU0+jUrX9+i/fvIaqwozgl6d10YgejcbX1dFo58b9OntcT/Osvu77SR2MpA5Gna1DV0fLd8X15F4walqHrv47d1a3m6iDcQI+duxYxo4dy5AhQ8jOzm5xom5ubq6sS29oaMDV1ZWMjIwWz9kYbd/az+0d07gUx8TERPk/gKmpKffu3QNgzpw5fPDBB7i4uCjjba1NfX19PRkZGVhYWDT7/YIFC5g0aRKnT58mNDSUjz/+mEGDBinb8/LyOHPmDBkZGVhaWqLVaqmtrQVApVIpYzY1NcVgaPspa1st9Ovr6ykuLsbc3JybN2/y4osvPrBPazWMiYkhOTmZoUOHkpWV1SzcqGntGnl5ebFz505Onz7NypUriYyMJCgoqM2xN6V1myt91NvpjfveVx9QV2d46nroNn5S0JFxN61DZ47raaRXspHUwUjqYPQwdejKaPmuuJ7cC0b316Er/849oDDO2wAAIABJREFUoo/6pUuXuHz5svJzYWEh/fsbw06sra1bTdp0dnamoqKCgoICAOrq6igqKlK25+bmAsYnwX369KFPnz4PnM/Dw4NPP/0UgEOHDjFmzJhOjd3d3Z3r16+Tk5PDrFmzABg/fjxHjhzh559/BlCWvnh7e7Nz585mrxPg6tWruLm5sWDBAkaOHElJSUmza1RWVmJra4ulpSXFxcWcP99+r+jW6ubi4kJpaSlXrlwB4ODBg3h5eQHGDjuDBg1i06ZN6HQ65Qu9jby8vDh69Cg1NTXo9XpOnjypbKuqqsLBwYG6ujoOHTrU7vhKS0vp168foaGhzJ49m2+++abdY4QQQggherpu90S9urqa+Ph4bt++jZmZGQMHDiQuLg6A0NBQ5s+fj4ODA+np6c2O6927N1u2bCE+Pp7KykoMBgPh4eG4uroCYGtry9y5c5Uvk4JxOcvSpUs5fvw4sbGxvPXWW+h0OlJTU5Uvk3bWjBkzKCwsxNbWFgBXV1cWLVqEVqvF1NSU4cOHk5iYyJo1a4iLi0Oj0WAwGPD09CQuLo4dO3aQl5enLA+ZOHFis/NPnDiRvXv3otFocHZ25uWXX253TP7+/sTGxpKens6WLVuU35ubm5OQkEBUVJTyZdJ58+ZRUlJCZmYmmZmZ2NjY4OXlRUpKCkuXLlWOHTFiBP7+/gQGBuLk5NTsTU1UVBRz5szBycmJIUOGtPrmqlF+fj6pqan06tULKysrkpKSOlRrIYQQQoiezKShrfUPPYRWq2XlypWMGjXqsV9r4cKFREREMH78+Md+LWH00096WfrSgaUv1yrLGNCnfxeNyuiXfoG1MbjoYQOPOnJcTyMfbxtJHYykDkYPU4eujJbviuvJvWB0fx268u/cI5a+PK1u376Nr68v5ubmMkkXArimL+PcD+0vzRJCCCFEy7rd0pfH4f5lMo9D3759+eyzzx77dYR4WAP69O/SJ8yNT7WFEEII8XC65RP1lJQUZs6ciUajITAwkK+//howfsGxsz2225KXl8dXX331yM7XXR07dqxZK8j333+fM2fOPNS55s+f32Jry61bt5KamvrQYxRCCCGEEM11uyfqBQUFnDp1igMHDtC7d28qKiqUjiNpaWkEBAQovbubMhgMSqvGjsrPz8fKyorRo7tm/dmTcuzYMSZPnszgwYMB45c9H9aHH374qIYlhBBCCCHa0O0m6jdu3MDe3l7pt90YFJSWlkZ5eTnh4eHY2dmRnp6Oh4cHERERfP7556xatQoLCwsSExOprq7G3t6ehIQEnn/+ebRaLUOHDuXChQtK1xe1Ws3evXsxNTXlk08+ITY2FkdHR3Q6HRUVFUrXl/79+xMTE4O5uTmXLl2irKyMhIQEDhw4wPnz53F3dycxMZHMzEyKiorQ6XQA7Nu3j+LiYlavXk12djapqalKYNLGjRupqKjg7bffpqysDACdTseYMWPIz89n/fr1gLFP+c6dO7Gxaf7FgyVLlnD9+nVqa2sJCwvj9ddfB4ztJcPCwjh58iQWFhYkJydz9epVTpw4QX5+PikpKWzdupXk5GQlqfTs2bMkJSUpXV/WrVtHbW0tISEhpKSk4OLiwrJlyxg3bhyhoaH4+Piwf/9+1Go1KSkpZGdn4+joiFqtVpJJ9+3bR0ZGBnV1dQwcOJANGzZgaWlJTEwMNjY2XLx4kRs3brBixQr8/PwoLy8nOjoavV6PwWDgnXfewdPT8/HfbEIIIYQQ3Vi3m6hPmDCBbdu24evry/jx4/H39+eVV14hLCyM7du3s2PHDmXyXl1djaurK1FRUdTV1aHVaklOTkatVpObm8vmzZuVFot37txh7969fPnll+h0OnJycpg7dy5WVlZERkYCsGjRIoKCgggODmb//v3Ex8eTnJwMGL8smpaWxvHjx1m0aBF79uzB1dWVkJAQCgsLmTlzJgEBAaxYsQKVSkVWVhbr1q2jqKiIlJQU9uzZg1qtVvqor1+/nvDwcDw9PSkrKyMyMpLDhw/z0UcfsXbtWsaMGUNVVRXm5uYP1Ojdd9/Fzs6OmpoaQkJCmD59Ovb29lRXV+Pu7k50dDQbNmxg3759LFmyBB8fH2Vi3lRtbS0xMTFs374dZ2dnVq5cye7du4mIiGDt2rWsXr2asLAwbt26RWhoaLNjL168SG5uLtnZ2RgMBoKDg5WJ+rRp05T9N2/ezP79+9FqtQCUl5eze/duLl26xOLFi/Hz8yMnJwdvb28WL16MwWDo9PKmjy7u4mbNg8txnhUqlZkS8NOaa/oyBth0bccXIYQQQvwy3W6ibm1tTVZWFufOnSMvL4/o6GiWL1/eYjKpmZkZvr6+AJSUlPDtt9/y5ptvAsZkTQcHB2XfmTNnAsagHr1e3+I664KCArZu3QpAYGAgGzduVLZNmTJFeSL+3HPP4ebmBsDgwYMpLS1l2LBhjBs3jlOnTuHi4kJdXR1ubm6kp6fj5+envLmws7MD4MyZM83Wjev1evR6PaNHjyYxMRGNRsP06dOxtrZ+YJzp6ekcPXoUgO+//54rV65gb2+PSqViypQpAIwcOZIvvviizVqXlJQwYMAAnJ2dAQgODmbXrl1EREQwYcIEjhw5QlxcHAcPHnzg2HPnzjF16lRlGZKPj4+yraioiPfee4/Kykqqqqrw9vZWtk2dOlXpEf/jjz8CMGrUKHQ6Hffu3WPq1KkMGzaszXHfT6UyQ2Xo3LKnnkalavv1O9u/hPdAry6NSG4c0y+5ZmfP0bjfo7j20+xZfd33kzoYSR2MOluHro6W74rryb1g1LQOXf137qxuN1EH4wR87NixjB07liFDhpCdnd3iRN3c3FxZl97Q0ICrqysZGRktnvP+uPv7f27vmMalOCYmJsr/AUxNTbl37x4Ac+bM4YMPPsDFxUUZb2tt6uvr68nIyMDCwqLZ7xcsWMCkSZM4ffo0oaGhfPzxxwwaNEjZnpeXx5kzZ8jIyMDS0hKtVkttbS0AKpVKGbOpqSkGQ9tPWdtqoV9fX09xcTHm5ubcvHmTF1988YF9WqthTEwMycnJDB06lKysLPLz85VtTWvXyMvLi507d3L69GlWrlxJZGQkQUFBbY69Ka3bXOmj3sHeuF3ZQ7euzsC1yjLWfLax/Z1b0fhJQEfG3bQOjZ8wPIs9g6VXspHUwUjqYPQwdejKaPmuuJ7cC0b316Er/849oo/6pUuXuHz5svJzYWEh/fsbP7K3trZuNeXS2dmZiooKCgoKAKirq6OoqEjZnpubCxifBPfp04c+ffo8cD4PDw8+/fRTAA4dOtQsbbMj3N3duX79Ojk5OcyaNQuA8ePHc+TIEX7++WcAZemLt7c3O3fubPY6Aa5evYqbmxsLFixg5MiRlJSUNLtGZWUltra2WFpaUlxczPnz7fepbq1uLi4ulJaWcuXKFQAOHjyIl5cXYOywM2jQIDZt2oROp1O+0NvIy8uLo0ePUlNTg16v5+TJk8q2qqoqHBwcqKur49ChQ+2Or7S0lH79+hEaGsrs2bP55ptv2j1GPBsG2PTH84X203eFEEKInqjbPVGvrq4mPj6e27dvY2ZmxsCBA4mLiwMgNDSU+fPn4+Dg8EBv9N69e7Nlyxbi4+OprKzEYDAQHh6Oq6srALa2tsydO1f5MikYl7MsXbqU48ePExsby1tvvYVOpyM1NVX5MmlnzZgxg8LCQmxtbQFwdXVl0aJFaLVaTE1NGT58OImJiaxZs4a4uDg0Gg0GgwFPT0/i4uLYsWMHeXl5yvKQiRMnNjv/xIkT2bt3LxqNBmdnZ15+uf1JjL+/P7GxsaSnp7Nlyxbl9+bm5iQkJBAVFaV8mXTevHmUlJSQmZlJZmYmNjY2eHl5kZKSwtKlS5VjR4wYgb+/P4GBgTg5OTV7UxMVFcWcOXNwcnJiyJAhrb65apSfn09qaiq9evXCysqKpKSkDtVadH9d3btdCCGE6ElMGtpa/9BDaLVaVq5cyahRox77tRYuXEhERISkk3ahn37Sy9KXbvhxZmPgUVdN1JvWoauv3Z101/uhq0kdjKQORg9Th66Mlu+K68m9YHR/Hbry79wjlr48rW7fvo2vry/m5uYySRdCCCGEEL9Yt5yoP+pk0vT09Bafpj/KZNK+ffvy2WefNVta0l1IMqkQQgghxNOn261Rl2TSR0+SSYUQQgghnj7dbqIuyaSSTCrJpOJRuFZZpqxVb8rzhZfxdhr3BEYkhBBCdE63m6hLMqkkk0oyaed0JJn0SeiOaajX9MY3xjJRF0II8TTodhN1SSaVZFJJJu289pJJn4QnkYbaNJnUWf0S7/gsa7b9nRObmu3XU/X019dRUgcjqYORJJPKvdBIkkl/IUkmlWRSSSbtuO7ecqurxtaRZNJnIbG0u98PXUXqYCR1MJJkUrkXGkky6S8kyaSSTCrJpEIIIYQQ3fCJuiSTSjKpJJMKIYQQQkgy6SMnyaRdT5JJ5eNM6Fgy6bOQWCr3g5HUwUjqYCTJpHIvNJJk0meUJJMKIYQQQohHqdstfXkc7l8m8zg0JpMKIYQQQgjxKHTLJ+opKSnMnDkTjUZDYGAgX3/9NWD8gmNne2y3JS8vj6+++uqRna+7OnbsWLNWkO+//z5nzpx5qHPNnz+/xdaWW7duJTU19aHHKIQQQgghmut2T9QLCgo4deoUBw4coHfv3lRUVCgdR9LS0ggICFB6dzdlMBiUVo0dlZ+fj5WVFaNHd836syfl2LFjTJ48mcGDBwPGL3s+rA8//PBRDUsIIYQQQrSh203Ub9y4gb29vdJvuzEoKC0tjfLycsLDw7GzsyM9PR0PDw8iIiL4/PPPWbVqFRYWFiQmJlJdXY29vT0JCQk8//zzaLVahg4dyoULF5SuL2q1mr1792Jqasonn3xCbGwsjo6O6HQ6KioqlK4v/fv3JyYmBnNzcy5dukRZWRkJCQkcOHCA8+fP4+7uTmJiIpmZmRQVFaHT6QDYt28fxcXFrF69muzsbFJTU5XApI0bN1JRUcHbb79NWZkxKVGn0zFmzBjy8/NZv349YOxTvnPnTmxsmn/xYMmSJVy/fp3a2lrCwsJ4/fXXAWN7ybCwME6ePImFhQXJyclcvXqVEydOkJ+fT0pKClu3biU5OVlJKj179ixJSUlK15d169ZRW1tLSEgIKSkpuLi4sGzZMsaNG0doaCg+Pj7s378ftVpNSkoK2dnZODo6olarlWTSffv2kZGRQV1dHQMHDmTDhg1YWloSExODjY0NFy9e5MaNG6xYsQI/Pz/Ky8uJjo5Gr9djMBh455138PT0fPw3mxBCCCFEN9btJuoTJkxg27Zt+Pr6Mn78ePz9/XnllVcICwtj+/bt7NixQ5m8V1dX4+rqSlRUFHV1dWi1WpKTk1Gr1eTm5rJ582alxeKdO3fYu3cvX375JTqdjpycHObOnYuVlRWRkZEALFq0iKCgIIKDg9m/fz/x8fEkJycDxi+LpqWlcfz4cRYtWsSePXtwdXUlJCSEwsJCZs6cSUBAACtWrEClUpGVlcW6desoKioiJSWFPXv2oFarlT7q69evJzw8HE9PT8rKyoiMjOTw4cN89NFHrF27ljFjxlBVVYW5ufkDNXr33Xexs7OjpqaGkJAQpk+fjr29PdXV1bi7uxMdHc2GDRvYt28fS5YswcfHR5mYN1VbW0tMTAzbt2/H2dmZlStXsnv3biIiIli7di2rV68mLCyMW7duERoa2uzYixcvkpubS3Z2NgaDgeDgYGWiPm3aNGX/zZs3s3//frRaLQDl5eXs3r2bS5cusXjxYvz8/MjJycHb25vFixdjMBg6vbzpo4u7uFnz4HKcZ4HnCy8T7DDtSQ9DCCGEEI9Bt5uoW1tbk5WVxblz58jLyyM6Oprly5e3mExqZmaGr68vACUlJXz77be8+eabgDFZ08HBQdl35syZgDGoR6/Xt7jOuqCggK1btwIQGBjIxo0blW1TpkxRnog/99xzuLm5ATB48GBKS0sZNmwY48aN49SpU7i4uFBXV4ebmxvp6en4+fkpby7s7OwAOHPmTLN143q9Hr1ez+jRo0lMTESj0TB9+nSsra0fGGd6ejpHjx4F4Pvvv+fKlSvY29ujUqmYMmUKACNHjuSLL75os9YlJSUMGDAAZ2dnAIKDg9m1axcRERFMmDCBI0eOEBcXx8GDBx849ty5c0ydOlVZhuTj46NsKyoq4r333qOyspKqqiq8vb2VbVOnTlV6xP/4448AjBo1Cp1Ox71795g6dSrDhg1rc9z3U6nMUBk6t+ypJ7h88xqqCjOCmdZto4+7WmMdVKqWI6Fb+31P09NfX0dJHYykDkadrUNXR8t3xfXkXjBqWoeu/jt3VrebqINxAj527FjGjh3LkCFDyM7ObnGibm5urqxLb2howNXVlYyMjBbPeX/c/f0/t3dM41IcExMT5f8Apqam3Lt3D4A5c+bwwQcf4OLiooy3tTb19fX1ZGRkYGFh0ez3CxYsYNKkSZw+fZrQ0FA+/vhjBg0apGzPy8vjzJkzZGRkYGlpiVarpba2FgCVSqWM2dTUFIPB0Obra6uFfn19PcXFxZibm3Pz5k1efPHFB/ZprYYxMTEkJyczdOhQsrKyyM/PV7Y1rV0jLy8vdu7cyenTp1m5ciWRkZEEBQW1OfamtG5zn8k+6u999QF1dV0bcd2dNe2N21pdnoV6Sa9kI6mDkdTB6GHq0JXR8l1xPbkXjO6vQ1f+nXtEH/VLly5x+fJl5efCwkL69+8PGJ+2t5Zy6ezsTEVFBQUFBQDU1dVRVFSkbM/NzQWMT4L79OlDnz59Hjifh4cHn376KQCHDh1qlrbZEe7u7ly/fp2cnBxmzZoFwPjx4zly5Ag///wzgLL0xdvbm507dzZ7nQBXr17Fzc2NBQsWMHLkSEpKSppdo7KyEltbWywtLSkuLub8+fPtjqu1urm4uFBaWsqVK1cAOHjwIF5eXoCxw86gQYPYtGkTOp1O+UJvIy8vL44ePUpNTQ16vZ6TJ08q26qqqnBwcKCuro5Dhw61O77S0lL69etHaGgos2fP5ptvvmn3GCGEEEKInq7bPVGvrq4mPj6e27dvY2ZmxsCBA4mLiwMgNDSU+fPn4+Dg8EBv9N69e7Nlyxbi4+OprKzEYDAQHh6Oq6srALa2tsydO1f5MikYl7MsXbqU48ePExsby1tvvYVOpyM1NVX5MmlnzZgxg8LCQmxtbQFwdXVl0aJFaLVaTE1NGT58OImJiaxZs4a4uDg0Gg0GgwFPT0/i4uLYsWMHeXl5yvKQiRMnNjv/xIkT2bt3LxqNBmdnZ15++eV2x+Tv709sbCzp6els2bJF+b25uTkJCQlERUUpXyadN28eJSUlZGZmkpmZiY2NDV5eXqSkpLB06VLl2BEjRuDv709gYCBOTk7N3tRERUUxZ84cnJycGDJkSKtvrhrl5+eTmppKr169sLKyIikpqUO1FkIIIYToyUwa2lr/0ENotVpWrlzJqFGjHvu1Fi5cSEREhKSTdqGfftI/s0tfrlWW4ax+SVnS8Th4vvAy3k7jHtv5H5WmH2e+99UHAPxh9KJm+7T2+55EPt42kjoYSR2MHqYOXRkt3xXXk3vB6P46dOXfuUcsfXla3b59G19fX8zNzWWSLnqMa/oyzv3Q/vIqIYQQQjx63W7py+Nw/zKZx6Fv37589tlnj/06QjQ1oE9/3vFZ9tiekjQ+gRZCCCFE12v3ifqwYcMIDAwkICCA4OBgvvrqq4e60J49e8jOzgaMXUGOHDkCGJelXLhw4aHO2RWysrKUNfLdzdatW0lNTX0s527v73L79m127dql/PzDDz80W8MuhBBCCCF+mXafqFtYWCh9tP/7v/+bTZs2NetW0lHz5s3r/OieIgaDQWkV+bT4JWO+ffs2e/bs4Te/+Q0AL7zwQrMvqgohhBBCiF+mU2vU9Xo9ffv2BYwt+MLDwwkODkaj0XDs2DFlv+zsbDQajZLUCR17+uvh4aH8/8iRI8TExABw+PBhZs2aRUBAgDIxbCovL4/f/OY3/O53v8Pf35+1a9dSX1+PwWAgJiaGWbNmodFo2L59O1evXiU4OFg59vLly0rP87/+9a/MnTuXgIAAQkJC0Ov1gDFNMzIykunTp7Nhw4Zm433//feZM2cOBQUFnD17lqCgIDQaDatXr+bu3bsA/PGPf8Tf3x+NRqN0NDlx4gRz5swhKCiIiIgIJfynqqqK1atXo9Fo0Gg0ynKa//qv/yI4OJiAgADCw8OVMXz33XdotVpeffVV0tLSlN8vWbKE1157jZkzZzbrLd/RMTfKzMxUuuQA7Nu3j4SEBP7t3/6Nq1evEhgYSFJSEteuXVNaUhoMBpKSkpTX0Lj0yMfHh4qKCgAuXLigpJXm5+cTGBhIYGAgQUFBSt2FEEIIIZ5l7T5Rr6mpITAwkNraWm7cuMGOHTsAY2u/bdu2YWNjQ0VFBa+//jqvvvoq3333HSkpKezZswe1Wq30Df8lkpOTSU1N5YUXXmgxURSMk+zc3Fz69+/PP/3TP/HnP/+ZAQMG8MMPP5CTkwMYnwL37dsXGxsbCgsLGTZsGFlZWQQHB3P37l2io6PZvHkzv/71r9Hr9UoYUWFhIdnZ2fTu3Rs/Pz+0Wi2Ojo5UV1fj6upKVFQUtbW1TJ8+ne3bt+Ps7MzKlSvZvXs3QUFBHD16lCNHjmBiYqKMf8yYMezbtw8TExMyMzP5z//8TyUoyMbGRuk/fuvWLSoqKoiNjWXnzp289NJLzWpaUlJCWloaer2eGTNmMG/ePFQqFe+++y52dnbU1NQQEhLC9OnTsbe379CYIyIilPPPnDlTecOlUqnIyspi3bp1WFtbU1RUpHzacu3aNeWYjIwMrl27xoEDB+jVq1e798BHH33E2rVrGTNmDFVVVZibm3fq/vjo4i5u1rR8X/Rk1/RlDLDp/6SHIYQQQojHpFNLXwoKCli1ahU5OTk0NDSwadMmvvzyS0xNTfnhhx/48ccf+ctf/oKfnx9qtRoAOzu7XzxIDw8PYmJimDFjBtOmTWtxn1//+te89NJLgHFy+T//8z+MHz+ev//97/zrv/4rkyZNUqLs58yZw5/+9CdWr15Nbm4umZmZlJSU4ODgwK9//WsAbGz+f/uc8ePH06ePMVp20KBBlJaW4ujoiJmZGb6+voBxwjxgwACcnZ0BCA4OZteuXbzxxhuYm5uzZs0aJk+ezOTJkwG4fv060dHR3Lhxg7t37zJgwAAAzp49y6ZNm5Rr29racuLECTw9PZXX17SmkyZNonfv3qjVatRqNT/99BMvvvgi6enpHD16FIDvv/+eK1euYG9v36ExN52oW1lZMW7cOE6dOoWLiwt1dXW4ubk1m5jf7+zZs8ydO5devXo9MN6WjB49msTERDQaDdOnT8fa2rrN/e+nUpmhMjxdy44eBWf7l/AeaAyoelzRxypV945Wvl/jOFsb99P2eh5WT399HSV1MJI6GHW2Dl0dLd8V15N7wahpHbr679xZner64uHhwc8//0xFRQWnT5+moqKCrKwsVCoVPj4+1NbWthlL3xm1tbXK/+Pi4vj66685deoUQUFBZGdnY29v32z/++PsTUxMsLW15eDBg3z++efs3r2bw4cPk5CQgK+vL9u2bWPcuHGMGDECe3t7fvjhhwfO0ahp7L2ZmRkGg7Fntbm5ubLGu7XX3atXL/bv38/Zs2f59NNP2blzJ2lpacTHxxMREcGrr75KXl4e//7v/66c5/5xtPS71sZ279498vLyOHPmDBkZGVhaWqLVapV6dmTM95szZw4ffPABLi4uyjKhtrQ2XjMzM+WaTf++CxYsYNKkSZw+fZrQ0FA+/vhjBg0a1KGxAWjd5j6TfdSbelxdX+rqDFyrLGPNZxsfy/kfJZXKTOkn3/hpw/11adzek3sJS69kI6mDkdTB6GHq0JXR8l1xPbkXjO6vQ1f+nR97H/Xi4mIMBgN2dnZUVlbSr18/VCoVf/nLXygtLQWMT5+PHDnCzz//DNCppS/PPfccxcXF1NfXN1vzfvXqVdzd3YmKisLe3p7r168/cOxf//pX/v73v1NfX8/hw4cZM2YMFRUVNDQ04OvrS1RUFP/7v/8LGCer3t7evPPOO8rE08XFhfLycv76178CxvX49+7d6/DYXVxcKC0t5cqVKwAcPHgQLy8vqqqqqKysZNKkSeh0Ov72t78BUFlZyQsvvACgdMMBmDBhQrMv6966dQsPDw++/PJL/v73vwPt17SyshJbW1ssLS0pLi7m/PmW+2C3Nub7ubu7c/36dXJycpR16NbW1q0mjk6YMIG9e/cq9Wscr5OTExcvXgTgz3/+s7L/1atXcXNzY8GCBYwcOZKSkpI2X58Q7Rlg0x/PF9pP7RVCCCG6sw6vUQfjk9KkpCTMzMzQaDQsXryY1157jWHDhuHi4gKAq6srixYtQqvVYmpqyvDhw0lMTOzQYJYvX87ChQtxdHTE1dWV6upqADZs2MCVK1doaGhg3LhxDB069IFjX375Zf7t3/6Nb7/9Fk9PT6ZNm8a3337L6tWrqa+vB2DZsmXK/hqNhj//+c/KcpjevXuzefNm4uPjqampwcLCgo8//rhD4wbj5D8hIYGoqCgMBgMjR45k3rx53Lx5kyVLlihPkFevXg3A73//e6KionjhhRdwd3dXlpIsXryYuLg4Zs2ahampKb///e+ZPn06cXFx/PM//zP19fX069evzbFNnDiRvXv3otFocHZ25uWXW56wtDbmlsyYMYPCwkJsbW0BsLe3Z/To0cyaNYt//Md/bPYl3zlz5nD58mUCAgLo1asXoaGhvPHGG/z+979nzZo1/Md//Afu7u7K/jt27CAvLw9TU1MGDx7MxIkTO1x38fgN6NP/qUjylKdFQgghehqThke1VuUJysvL46OPPuI//uOZZX2YAAAgAElEQVQ/OnxMamoqlZWV/OEPf3iMI+s5Fi5cSERERLdMXf3pJ/0zvfTlcU5QGwOPespE/Wl6PQ9L3rAYSR2MpA5GD1OHroyW74rryb1gdH8duvLv/DBLX56JZNL7/e53v+Pq1atKBxvRutu3bzNnzhzc3Ny65SRdCCGEEKKn6tQa9a6SkpLCzJkz0Wg0BAYG8vXXXwOwfft27ty588D+Y8eO7dTT9G3btnHo0CGKiooeOmn1aXLs2DG+++475ef333+fM2fOdOjYvn378tlnnylhRvPnz2+xRebjTEkVQgghhHgWdbsn6gUFBZw6dYoDBw7Qu3dvKioqqKurAyAtLY2AgAAsLS0fOO5hUjbz8/OxsrJi9Oiu+VjrSTl27BiTJ09m8ODBAERFRT30uT788MNHNSwhhBBCCNGGbjdRv3HjBvb29krbwcZ+7GlpaZSXlxMeHo6dnR3p6el4eHgQERHB559/zqpVq7CwsCAxMZHq6mrs7e1JSEjg+eefR6vVMnToUC5cuIBer+fdd99FrVazd+9eTE1N+eSTT4iNjcXR0RGdTkdFRQVqtZqEhAT69+9PTEwM5ubmXLp0ibKyMhISEjhw4ADnz5/H3d2dxMREMjMzKSoqQqfTAcYEz+LiYlavXk12djapqamYmJjg5ubGxo0bqaio4O2336asrAwAnU7HmDFjyM/PZ/369YCxxeTOnTub9XQHY+ro9evXqa2tJSwsjNdffx0wts8MCwvj5MmTWFhYkJyczNWrVzlx4gT5+fmkpKSwdetWkpOTmTx5Mn5+fpw9e5akpCTly6Tr1q2jtraWkJAQUlJScHFxYdmyZYwbN47Q0FB8fHzYv38/arWalJQUsrOzcXR0RK1WM2LECOW1Z2RkUFdXx8CBA9mwYQOWlpbExMRgY2PDxYsXuXHjBitWrMDPz4/y8nKio6PR6/UYDAbeeecdPD09H//NJoQQQgjRjXW7ifqECRPYtm0bvr6+jB8/Hn9/f1555RXCwsLYvn07O3bsUCbvTVM26+rq0Gq1JCcno1aryc3NZfPmzSQkJABw584d9u7dy5dffolOpyMnJ4e5c+diZWVFZGQkAIsWLSIoKIjg4GD2799PfHw8ycnJgHGtdlpaGsePH2fRokXs2bMHV1dXQkJCKCwsbDXBs6ioqMWk1vXr1xMeHo6npydlZWVERkZy+PDhDqV0tpU66u7uTnR0NBs2bGDfvn0sWbIEHx8fZWLeVG1tLTExMS0mk65du5bVq1cTFhbGrVu3CA0NbXbsxYsXyc3NJTs7G4PBQHBwsDJRnzZtmrL/5s2b2b9/P1qtFoDy8nJ2797NpUuXWLx4MX5+fuTk5ODt7c3ixYsxGAwtLm9qy7OaTNqoaf/wR03ST4UQQognp9tN1K2trcnKyuLcuXPk5eURHR3N8uXLWwzauT9l89tvv+XNN98EoL6+HgcHB2XfmTNnAuDl5YVer29xnXVBQQFbt24FIDAwkI0b/3/Iy5QpU5Qn4s899xxubm4ADB48mNLSUoYNG9Zigmd6enqLSa1nzpxptm5cr9ej1+s7lNLZWuqoSqViypQpAIwcOZIvvviizVq3lUw6YcIEjhw5QlxcnJJM29S5c+eYOnWqsgzJx8dH2VZUVMR7771HZWUlVVVVSgtMgKlTpyptGH/88UcARo0ahU6n4969e0ydOpVhw4a1Oe77PavJpE01Jm4+ao3pp901se1+7Y1TkkmfLVIHI6mDkSSTyr3QqMcmk3YVMzMzxo4dy9ixYxkyZAjZ2dktTtTvT9l0dXUlIyOjxXO2lFzanqb7NC7FMTExaZYGampqqgT7tJTg2Vr3y/r6ejIyMrCwsGj2+/ZSOttKHVWpVMqYTU1NlQTV1rTVmbO+vp7i4mLMzc25efMmL7744gP7tFbDmJgYkpOTGTp0KFlZWeTn5yvbmtaukZeXFzt37uT06dOsXLmSyMhIgoKC2hx7U896MmlXtNx6Glp6daQOkkz67JA6GEkdjCSZVO6FRj06mbQrXLp0icuXLys/FxYW0r+/8aP3ttIwnZ2dqaiooKCgAIC6ujqKioqU7bm5uYDxSXCfPn3o06fPA+fz8PDg008/BeDQoUOMGTOmU2NvKcGztaRWb2/vZgmkhYWFQPspnR1NHW2qtbq1lUy6fft2Bg0axKZNm9DpdMoXeht5eXlx9OhRampq0Ov1nDx5UtlWVVWFg4MDdXV1HDp0qN3xlZaW0q9fP0JDQ5k9ezbffPNNu8cIIYQQQvR03e6JenV1NfHx8dy+fRszMzMGDhxIXFwcAKGhocyfPx8HBwfS09ObHde7d2+2bNlCfHw8lZWVGAwGwsPDcXV1BcDW1pa5c+cqXyYF43KWpUuXcvz4cWJjY3nrrbfQ6XSkpqYqXybtrPsTPFtLal2zZg1xcXFoNBoMBgOenp7ExcW1m9LZ0dTRpvz9/YmNjSU9PV1pswitJ5OWlJSQmZlJZmYmNjY2eHl5kZKSwtKlS5VjR4wYgb+/P4GBgTg5OTV7UxMVFcWcOXNwcnJiyJAhrb65apSfn09qaiq9evXCysqKpKSkDtVaCCGEEKIn6xHJpO3RarWsXLmSUaNGPfZrdecEz55Kkknl40yQZNJGcj8YSR2MpA5Gkkwq90Kjpy2ZtNstfXla3b59G19fX8zNzWWSLoQQQgghfrFut/Tlcbh/mczj0JjgKYQQQgghxKMgT9SFEEIIIYTohmSiLjqtpqaGN954A4PBQGRkJJ6enixcuLDZPjqdjoCAADQaDUuX/j/27j0sqmp//Ph772EAFVSwJBUzzUuaHm94NzWD1JSb4q2kPMeTmlZeSkNN8/grFfOSWVonr2VapqgHb6Vl5ukYhulJ++ZzyryR94AEBAZm798fm9mBojAEwyif1/P4NMxee+3PXrN7ng+LNevzvPmF0oSEBNq2bUt4eDjh4eG89dZbANhsNp544glzq0shhBBCiIquQix9EaVr06ZNhISEYLFY+Pvf/05mZuYN+9dPnToVHx/jCxNz5szhww8/ZOTIkQAEBQXx7rvvFmjv6elJp06d2LFjB2FhYa65ESGEEEIINyaJunBafHw88+fPB4x94hMSEm5o40jSdV0nKyurWP0GBwezYMECpxP1dw+v5LdrqaDrWDw8UBQFJe/adk1D1zTjvbx/mq4bbfMVy1IUBS2vnQ7G+RiFn9S88xwbJDle67qOqhp/lNI0DUVVUVXVOKbpOOpBKYqC3a4BRnsPDyugoGl2NE1DR0dBQVXVvJgKFpJytNN0DQUjFovFgqIY17ZaLWYhn+sFBbSia52OTo2nEEIIIdyDJOrCKTabjbNnzxIYGFhk2ylTprBv3z7uv/9+YmJizPePHDlCWFgYNWvW5KWXXjL3um/UqBFHjx51Oqb8Sfj1tVIVRQFVNf6bl2irecl4XgMUR7u8PsiXkKt/ZNuoecm82W/+/6qqkdA7+rTkJfeaZpyrKpCXjKsWI6G35/6RzAN5Sbzlhoqvubk6KKDqf1zT4mHBov6xcs1qtdwwLqdSk7AmW4hsFeLMcN7WiioB7Rgndy0VXVru9PsrLhkHg4yDwdlxcHVpeVdcT54FQ/5xcPXn7CxJ1IVTUlJS8PUt3sM8Z84c7HY7/+///T927NjBgAEDePDBB/niiy+oUqUK+/btY+zYsXz22WcAWCwWrFYr6enp5ox8cYxs9VfZR72QvXHf+O4dcnLsFWbf3OLsEez4y8OdPCayV7JBxsEg42AoyTi4srS8K64nz4Lh+nFw5ecs+6iLMuft7Y3NZit2e4vFwmOPPWYm4z4+PlSpUgWA7t27k5ubS3JystneZrPh5eVVukELIYQQQtyGJFEXTqlWrRp2u53s7OybttF1ndOnT5uv9+7dS4MGDQC4fPmyudb7+++/R9M0/Pz8AGO23t/fH6vVWsZ3IYQQQgjh/mTpi3Baly5dOHToEJ07d+bxxx/nl19+4dq1a3Tr1o3XXnuNLl268NJLL5GRkYGu6zRp0oR//OMfAHz66aesX78ei8WCt7c3CxcuNNdkJyQk0L179/K8tTtOUto53vjunSLbyZdOhRBCCPcjibpw2rBhw1i1ahWdO3dm3bp1hbb56KOPbnrusGHDCj22bds2Jk6cWGpxiuJJSj8HIIm6EEII4WYkURdOa9asGR06dMBut5tbHP5ZNpuN4OBgc4mMKB2BvrUZ32b0LdsUZ8ZdCCGEEK7nlmvUly1bRt++fQkNDSU8PJz//ve/AKxevZrMzMxSu05CQgLfffddqfXnrvbs2cPPP/9s/rx48WL+85//lKivp59+mqtXrxIVFVUgSV+yZAkrVqwocYyenp5ERESU+HwhhBBCiDuN282oHz58mC+//JLNmzfj6elJcnIyOTk5ALz//vuEhYVRqVKlG84ryezuwYMHqVy5Mm3atCmV2N3Vnj176NGjBw0bNgRg3LhxJe7rvffeK62whBBCCCHELbhdon758mX8/Pzw9PQEwN/fHzCS9EuXLvHUU09RvXp1PvjgA1q3bs3w4cP597//zUsvvYS3tzdz587l2rVr+Pn5MWfOHGrWrEl0dDQPPPAAR48eJT09ndmzZ+Pv789HH32Eqqr861//Yvr06dSqVYupU6eSnJyMv78/c+bMoXbt2sTExODl5cUvv/zCuXPnmDNnDps3b+bIkSO0bNmSuXPn8sknn/DTTz8xdepUADZs2MCJEyeYMmUKW7ZsYcWKFSiKQpMmTXj99ddJTk7mlVde4dw5Y33w1KlTadu2LQcPHuS1114DjMI2a9euvWFP8TFjxnDhwgWys7N58sknGTx4MACtW7fmySefZO/evXh7e7N06VLOnDnDF198wcGDB1m2bBlLlixh6dKl9OjRg969e3PgwAFiY2Ox2+00b96cf/zjH2RnZxMVFcWyZcto0KABEydOpGPHjgwaNIiePXuyceNG/P39WbZsGVu2bKFWrVr4+/vz4IMPmvf+8ccfk5OTQ7169Zg3bx6VKlUiJiYGHx8fjh07xuXLl5k0aRK9e/fm0qVLTJgwgfT0dOx2OzNnziQoKKjsHzYhhBBCCDfmdol6ly5dePvtt+nVqxedOnXiscceo3379jz55JOsXr2aNWvWmMn7tWvXaNSoEePGjSMnJ4fo6GiWLl2Kv78/O3bsYNGiRcyZMweAzMxMPvroI7799lumTp3Ktm3bGDJkCJUrV2bEiBEAjB49moiICCIjI9m4cSOvvvoqS5cuBeDq1au8//77fP7554wePZr169fTqFEjoqKi+PHHH+nbty9hYWFMmjQJq9VKXFwc//jHP/jpp59YtmwZ69evx9/fn9TUVABee+01nnrqKYKCgjh37hwjRoxg586drFy5khkzZtC2bVsyMjIK3VN89uzZVK9enaysLKKionj00Ufx8/Pj2rVrtGzZkgkTJjBv3jw2bNjAmDFj6Nmzp5mY55ednU1MTAyrV6+mfv36TJ48mXXr1jF8+HBmzJjBlClTePLJJ/n9998ZNGhQgXOPHTvGjh072LJlC3a7ncjISDNRDwkJMdsvWrSIjRs3Eh0dDcClS5dYt24dv/zyC8888wy9e/dm27ZtdO3alWeeeQa73e708qaVxz4kNeuqU+fcSaxWi1nIJ7+k9HME+tQuh4iEEEIIURrcLlGvUqUKcXFxJCYmkpCQwIQJE3jhhRfo37//DW0tFgu9evUC4OTJk/zvf//jr3/9KwCapnH33Xebbfv27QtAu3btSE9P5+rVGxO7w4cPs2TJEgDCw8N5/fXXzWMPP/ywOSN+11130aRJEwAaNmzIr7/+StOmTenYsSNffvklDRo0ICcnhyZNmvDBBx/Qu3dv85eL6tWrA/Cf//ynwLrx9PR00tPTadOmDXPnziU0NJRHH33ULA6U3wcffMDu3bsBOH/+PKdPn8bPzw+r1crDDz8MQPPmzfn6669vOdYnT54kMDCQ+vXrAxAZGcmHH37I8OHD6dKlC7t27WLWrFls3br1hnMTExMJDg42lyH17NnTPPbTTz/xxhtvkJaWRkZGBl27djWPBQcHo6oqDRs25MqVKwC0aNGCqVOnkpubS3BwME2bNr1l3NezWi1Y7aXzpdbbldV64/3X96tL13rtiiyL7DjXXcsnO6Mi3eut3On3V1wyDgYZB4Oz4+Dq0vKuuJ48C4b84+Dqz9lZbpeog5GAd+jQgQ4dOtC4cWO2bNlSaKLu5eVlrkvXdZ1GjRrx8ccfF9qnY6/um/1c1DmOpTiKopivAVRVJTc3F4CBAwfyzjvv0KBBAzNeR3Gf62maxscff4y3t3eB90eOHEn37t3Zt28fgwYNYtWqVdx///3m8YSEBP7zn//w8ccfU6lSJaKjo83iQ1ar1YxZVVXs9htnWfO7WWyO+E6cOIGXlxepqancc889N7S52RjGxMSwdOlSHnjgAeLi4jh48KB5LP/YObRr1461a9eyb98+Jk+ezIgRI5z6Yml0kyFo2s3v5U5XVFnoosoiO2bjb/fS0sUpj32n3OutSJlwg4yDQcbBUJJxcGVpeVdcT54Fw/Xj4MrPWVUVatTwKbph/nPKKJYS++WXXzh16pT5848//kjt2saf76tUqUJGRkah59WvX5/k5GQOHz4MQE5ODj/99JN5fMeOHYAxE+zr64uvr+8N/bVu3Zrt27cDEB8fT9u2bZ2KvWXLlly4cIFt27bRr18/ADp16sSuXbtISUkBMJe+dO3albVr1xa4T4AzZ87QpEkTRo4cSfPmzTl58mSBa6SlpVGtWjUqVarEiRMnOHLkSJFx3WzcGjRowK+//mpWEd26dSvt2rUDjB127r//fhYuXMjUqVPNL/Q6tGvXjt27d5OVlUV6ejp79+41j2VkZHD33XeTk5NDfHx8kfH9+uuv1KhRg0GDBjFgwAB++OGHIs8RQgghhLjTud2M+rVr13j11Ve5evUqFouFevXqMWvWLAAGDRrE008/zd13380HH3xQ4DxPT0/efPNNXn31VdLS0rDb7Tz11FM0atQIgGrVqjFkyBDzy6RgLGd5/vnn+fzzz5k+fTovv/wyU6dOZcWKFeaXSZ3Vp08ffvzxR6pVqwZAo0aNGD16NNHR0aiqSrNmzZg7dy7Tpk1j1qxZhIaGYrfbCQoKYtasWaxZs4aEhARzeUi3bt0K9N+tWzc++ugjQkNDqV+/Pq1atSoypscee4zp06fzwQcf8Oabb5rve3l5MWfOHMaNG2d+mXTo0KGcPHmSTz75hE8++QQfHx/atWvHsmXLeP75581zH3zwQR577DHCw8OpU6dOgV9qxo0bx8CBA6lTpw6NGze+6S9XDgcPHmTFihV4eHhQuXJlYmNjizXWQgghhBB3MkW/1fqHO0R0dDSTJ0+mRYsWZX6tUaNGMXz4cDp16lTm1xKG335Ll6Uvf+JPdo6CR0UVRnJ3xRmHO+Veb0X+vG2QcTDIOBhKMg6xHxp1Vl56wjVbOJf19eRZMFw/Dq78nO+IpS+3q6tXr9KrVy+8vLwkSRdCCCGEEH+a2y19KQvXL5MpC1WrVuXTTz8t8+sIIYQQQoiKQWbURanJyspi2LBhHDhwgPDwcPNfixYt2LNnD2DsCNOzZ0/zmONLtHv37i2wfl4IIYQQoqKrEDPqwjU2bdpESEgInTp1MvdeT01N5dFHH6VLly5mu8mTJ99QfKlHjx4sXryYp59+2tybXbhOUto5c/12cQQFtKJrnY5lGJEQQgghJFEXpSY+Pp758+cXeO/TTz/loYceKjL5VhSF9u3bs3fvXh577DGnrvvef1fze3YaHh4e6AB534927COvqsYfjnRdR9N1FEVB4Y995BVVRUFB0+yQb294XdNQLRZUVUXXdey5dsA4X1WN/fs1XUNVVEBH140+dV1HtahQyPdbdV0HJW8Peh0U5c//Uevhhh1pWbXo3X9KS1L6OQBJ1IUQQogyJom6KBU2m42zZ88SGBhY4P3t27eb1WIdFi1axNtvv02nTp148cUXzSJIzZs359ChQ04n6plZWWRmZeLp6YmHhwd2TUPXNOyahj03F09PT3MfeLvdbiTfeQm53W5HURSzcJajeJXFYkHTNBRFwcvLC5vNht1uz0u0jfYeHh7k5OTgYbGgWizk2GxomgYYxady7XbjlwZFAV3Hw8PD7F+1WPDIu2b+wl3OOpWaxL9Pf0twz4dKdL4Rq4X6/nWZ2XNisdrP/GIh4J5V3KQyqeFOv7/iknEwyDgYpDKpPAsOUplUVDgpKSn4+hZ8yC9dusT//vc/unbtar43ceJEsxjS9OnT+ec//8mzzz4LQI0aNbh06ZLT1345ZJz5+o9ZbQAl3wS5hqapKIqe185oY7drgIKqGudaLAqQb1Zd18jN1VBVpcDst92uYbcb72uaY5bdOM/Iy3VAMbeNdBz7I0YNTcub5f8TW0s6lqv8mS23nK3W6a7VPaUyqUG2YDPIOBhkHAxSmVSeBYfbrTKpJOqiVHh7e2Oz2Qq8t3PnTkJCQrBareZ7NWvWBIwCVf3792flypXmsezsbLy8vJy+9tWr2RV6H3UhhBBC3Jlk1xdRKqpVq4bdbic7O9t8b/v27fTt27dAO8eMua7r7Nmzx6wcC3Dq1CkaN27smoCFEEIIIdycJOqi1HTp0oVDhw4BkJSUxPnz52nfvn2BNi+++CKhoaGEhoaSkpLCM888Yx5LSEige/fuLo1ZCCGEEMJdydIXUWqGDRvGqlWr6Ny5M4GBgezfv/+GNu+//36h5165coWsrCyaNGlS1mHecU6lJhW6taJsoSiEEELc3mRGXZSaZs2a0aFDB3NbRGecO3eOmJiYMoiqYkpKP0fixSPlHYYQQggh/gSZURelKioqqkTn/eUvfynlSCqO+6oHMrbF0wXec6Z4kRBCCCHck8yoC5fIyspi2LBhHDt2jMGDB9O3b19CQ0PZsWOH2WbChAmcOnWq/IIUQgghhHAjkqgLl9i0aRMhISFUqVKF2NhYtm/fzvLly5k9ezZXr14FYOjQoSxfvrycIxVCCCGEcA+y9EW4RHx8PPPnzy9QuTQgIAB/f3+Sk5OpWrUqQUFBxMTEkJubi4dH8R/Nlcc+JDXralmE7faS0s9R369ueYchhBBCiDIgibooczabjbNnzxZI0gG+//57cnJyuPfeewFQVZV69epx/PhxmjdvXuz+rVYLVrulVGO+XdT3q0vXeu1uKH1stRa/JLIzbUvS3pWKismdYy9Nd/r9FZeMg0HGweDsOLi6tLwrrifPgiH/OLj6c3aWJOqizKWkpODrW/B/gEuXLjFp0iRiY2NR1T9WYPn7+5tFkYorusmQCl2ZtLCy0Dk5xS+J7EzbkrR3leKUx3bX2EuTlAk3yDgYZBwMJRkHV5aWd8X15FkwXD8OrvycVVWhRg0fp86RRF2UOW9vb2w2m/lzeno6o0aNYvz48bRq1apAW5vNhre3t6tDvCMlpZ0r1u4vSennCPSp7YKIhBBCCOEMSdRFmatWrRp2u53s7GwURWHs2LGEh4fTp0+fG9qeOnWKhg0blkOUFVegT22CAloV3VAIIYQQLiWJunCJLl26cOjQIS5fvkxiYiKpqals3rwZgLlz59K0aVOuXLmCl5cXNWvWLOdo7wyBvrUZ32Z0eYchhBBCiBKSRF24xLBhw1i1ahWvv/464eHhhbbZtm0bgwcPdnFkQgghhBDuSfZRFy7RrFkzOnTogN1uv2kbX19fIiMjXRiVEEIIIYT7kkRdOM1RZfTXX3+lf//+hIeH07dvX9avX2+20XWdRYsW0atXL/r06cP7779PVFQU6enpjB07ltDQUKKiovjf//4HGF8ijYuLK69bEkIIIYRwO7L0RTjNUWX07rvv5qOPPsLT05OMjAxCQ0Pp2bMnAQEBxMXFcf78eXbu3Imqqvz2228AvPPOOzRt2pS3336bEydOMGvWLNasWYOnpyedOnVix44dhIWFlfMdCiGEEEKUP0nUhdMcVUY9PT3N92w2G5qmmT+vX7+eBQsWmHuk16hRA4ATJ04wcuRIAO6//35+/fVXrly5wl133UVwcDALFixwOlH39fUsutEt6LrxFwBQzP863lcUHV1X0HXNPKZpGppmnKOqKpa8WkuqquTt526cr2kadrue15fxX0VRUJQ/rq1poCjGP10HTdMr9J7wQgghhPiDJOrCKddXGT1//jwjR47kzJkzTJ48mYCAAADOnj3Ljh072L17N/7+/rz88svcd999PPDAA+zevZugoCC+//57zp07x4ULF7jrrrto1KgRR48edTqmOV+8xe9ZV7FarXmJsJEJ5+TkoCgKubm5aJqGoiioqoqqqiiqSm5ODrqum+0VVUXBSKbtdjseHh5ouo4C2O1287Wqqnh4eKAoCjabDV3X0QGLxYKad66maea1LBYLOTm5RjKed76uaWiajqoq5nFVVfDwsOb1XfxVaVarxSzk41DWe6M79mgPCmhF1zody+w6QgghREUmibpwyvVVRmvVqkV8fDwXL15k7Nix9OrVi7vuugubzYaXlxdxcXF89tlnTJ06lXXr1jFy5Ehee+01wsPDady4MU2bNsXDw3gMLRYLVquV9PR0fHyKX7nL02rFU/PEYrGYibqmaVg9PUHXUS0W9LzEGUXBMaGt5iXmKMZMupr3X0UxkmdVVY2fVRVLvi/BqqpqJv1KXhvyZswtFov5hVlHPwAeVisKf8ys559hR1GM5FxVseQl9s6yWgueU9+vLl3rtSuTkshWqwVFVfg14zzWZAuRrUJK/RolVdT9OsbJXUtFl5Y7/f6KS8bBIONgcHYcXF1a3hXXk2fBkH8cXP05O0sSdeGU66uMOgQEBNCoUSMSExPp3bs3AQEBPProowCEhIQwZcoUAHx8fJgzZw5gJKuPPPKIOTsPmAm+M0a2+muFXi5yq0BahLYAACAASURBVLLQZVESOSfHTp0qtczX7lKSujjlsR1/eXCXmMuClAk3yDgYZBwMJRkHV5aWd8X15FkwXD8OrvycVVWhRo3iT0SC7PoinJS/yuiFCxfIysoC4Pfff+e7776jfv36AAQHB/PNN98AcPDgQe677z4Arl69aib6n3zyCUFBQebseUpKCv7+/litVhfflRBCCCGE+5EZdeE0R5VRXdeZO3cuSt6Skb/97W80adIEgJEjR/Liiy+yZs0aKleuzGuvvQYYXyZ96aWXUFWVhg0bmu8DJCQk0L1793K5JyGEEEIIdyOJunBa/iqj8fHxhbapWrUq//znP294v3Xr1nz22WeFnrNt2zYmTpxYqrEKIYQQQtyuZOmLcFpxqow6y2azERwcTIMGDUqtTyGEEEKI25nMqIsSiYqKKtX+PD09iYiIKNU+hRBCCCFuZzKjLlwiKyuLYcOGmbPw6enpPPTQQ8yaNctsM2HCBE6dOlVOEQohhBBCuBdJ1IVLbNq0iZCQEHOP8DfeeIP27dsXaDN06FCWL19eHuEJIYQQQrgdWfoiXCI+Pp758+cDcOzYMX777Tceeughjh07ZrYJCgoiJiaG3NxcswhScaw89iGpWVdLPebiUBRjP3hdBxTyiiYVdRKg5yt6pOaVYCrhVvAPN+xIy6qtSnayEEIIIdyWJOqizNlsNs6ePUtgYCCaphEbG8u8efM4cOBAgXaqqlKvXj2OHz9O8+bNi92/1WrBane+muefpes6mZmZ2O12I+lWFCyqire39y2ri2ZnZ2Oz2cxEXVVVvLy8SrR//KnUJP59+luCez5U4vtw1vVVUN2pmptUJjXc6fdXXDIOBhkHg1QmlWfBQSqTCpFPSkoKvr7G/wDr1q2jW7du1KpVq9C2/v7+XLp0yan+o5sMKbfKpKqqoDpmxAFdB7tdc/ocTdOKnokvxBvfvQO4ttKmo7qng7tUupPKpAapPmiQcTDIOBikMqk8Cw63W2VSSdRFmfP29jarkR4+fJhDhw6xfv16MjIyyMnJoXLlyrz44ouAMfvu7e1dnuE6RdN0p39JKMk5QgghhKh4JFEXZa5atWrY7Xays7NZsGCB+X5cXBzHjh0zk3SAU6dO0bBhw/IIUwghhBDCrciuL8IlunTpwqFDh27Z5sqVK3h5eVGzZk0XRSWEEEII4b5kRl24xLBhw1i1ahWdO3c23+vfvz/9+/c3f962bRuDBw8uj/Bua6dSk8y16gBBAa3oWqdjOUYkhBBCiNIgibpwiWbNmtGhQwfsdvtNd0Tx9fUlPDzcxZHdWZLSzwFIon4LSWnnCvxiU17kFyohhBBFqdBLX5o2bUp4eDhhYWFERkby3Xfflaif9evXs2XLFgBiYmLYtWsXANHR0Rw9erTU4v0z8sdVXNOmTePnn38GoGfPniQnJ/+pGKKioswk/ejRo7z66qsFjg8YMMCp/dOF4b7qgYxvM5rxbUYT6FO7vMMRxZCUfo7Ei0fKOwwhhBBurkJnRd7e3mzduhWA/fv3s3DhQtauXet0P0OHDi3t0NzCa6+9VmZ9t2jRghYtWpRZ/0LcTKBvbca3GV2uMbjDjL4QQgj3V6Fn1PNLT0+natWqAGRkZPDUU08RGRlJaGgoe/bsMdtt2bKF0NBQwsLCmDRpEgBLlixhxYoVt+y/devW5utdu3YRExMDwM6dO+nXrx9hYWE88cQThZ773nvvmdd0VPf88ccfGTRoEKGhoYwdO5bff/8dgA0bNjBgwADCwsJ47rnnyMzMNPtJTExkyJAhPPLII+bsekJCAqNGjTLbzJo1i7i4OODmfxHYunUrUVFRhIeHM2PGDOx2u3mPixYtIiwsjEGDBnHlypWb3mP+6x48eJDw8HDCw8OJiIggPT39lmMphBBCCFERVOgZ9aysLMLDw8nOzuby5cusWbMGAC8vL95++218fHxITk5m8ODBPPLII/z8888sW7aM9evX4+/vT2pq6p+OYenSpaxYsYKAgACuXr16w/F9+/bx+eefs2HDBipVqmRec/LkyUyfPp327duzePFi3nrrLaZNm0ZISAiDBg0CYNGiRWzcuJHo6GgALl26xLp16/jll1945pln6N27t9Pxnjhxgp07d7J+/XqsViszZ84kPj6eiIgIrl27RsuWLZkwYQLz5s1jw4YNjBkzpsh7XLlyJTNmzKBt27ZkZGTg5eXlVEwrj31IataN/VYESennqO9Xt7zDEEIIIUQZqNCJev6lL4cPH+all15i27Zt6LrOwoUL+fbbb1FVlYsXL3LlyhW++eYbevfujb+/PwDVq1f/0zG0bt2amJgY+vTpQ0hIyA3HDxw4QP/+/alUqZJ5zbS0NNLS0mjfvj0AkZGRjBs3DoCffvqJN954g7S0NDIyMujatavZV3BwMKqq0rBhQ3O221kHDhzg2LFjREVFAcYvOzVq1ADAarXy8MMPA9C8eXO+/vrrYt1jmzZtmDt3LqGhoTz66KNUqVLFqZisVgtWe+FfUL3T1ferS9d67czSx1Zr2ZdCdlzDwZ3KLhcViyvGpzjKOo7yvj93IeNgkHEwODsOri4t74rrybNgyD8Orv6cnVWhE/X8WrduTUpKCsnJyezbt4/k5GTi4uKwWq307NmT7Oxs9JLUeC9Edna2+XrWrFn897//5csvvyQiIoItW7bg5+dnHtd1HUVRCuumUDExMSxdupQHHniAuLg4Dh48aB7z9PS8ob3FYkHT/ih5nz+2wui6TmRkJC+88MINx6xWqxmrqqrmkpjC7jG/kSNH0r17d/bt28egQYNYtWoV999/f7HvObrJkApd6TN/OeScnLIvhey4hoO7lKQuTnlsV4xPcZRlHFIm3CDjYJBxMJRkHFxZWt4V15NnwXD9OLjyc1ZVhRo1fJw6RxL1PCdOnMBut5sz1jVq1MBqtfLNN9/w66+/AtCpUyeeffZZhg8fjp+fH6mpqcWeVb/rrrs4ceIE9evXZ8+ePeas8ZkzZ2jZsiUtW7Zk7969XLhwoUCi3qVLF5YuXUq/fv3MpS/Vq1enatWqJCYmEhQUxNatW2nXrh1grK+/++67ycnJIT4+noCAgFvGVadOHU6cOIHNZiM7O5sDBw7Qtm3bm7bv1KkTY8aMYfjw4dSoUYPU1FQyMjKoU6fOTc8p7B6vP96kSROaNGnCkSNHOHnypFOJuiiorLcfTEo/J7vLCCGEEC5QoRN1xxp1MGaKY2NjsVgshIaG8swzz9C/f3+aNm1KgwYNAGjUqBGjR48mOjoaVVVp1qwZc+fOLda1XnjhBUaNGkWtWrVo1KgR165dA2DevHmcPn0aXdfp2LEjDzzwQIHzunXrxvHjxxkwYABWq5Xu3bszceJEYmNjeeWVV8jMzKRu3brMmTMHgHHjxjFw4EDq1KlD48aNycjIuGVctWrVonfv3oSGhnLffffRrFmzW7Zv2LAh48eP529/+xuapmG1WpkxY8YtE/XC7jH/TP+aNWtISEgwl+V069btljGI8hXoU5uggFayvaAQQghRxhS9tNZzCFFOfvstXZa+5P3JzjGT7ortB115reIozp913SXmsoxD/rxtkHEwyDgYSjIOsR8atVVeeqJNWYTk8uvJs2C4fhxc+TmXZOmLbM8ohBBCCCGEG6rQS1+EEH9O/vXwQQGt6FqnYzlHJIQQQtw5ZEa9nEVHR7N///4C761evZqZM2dy8eJFnn/+eQDi4uKYNWtWsfp8+umnC92vvDTkL1SUkJDAd999Zx5bv379DTu6iIohKf2crFkXQgghSpkk6uWsb9++7Nixo8B7O3bsoF+/fgQEBPDmm28Wuy9d19E0jffee8+sslqWDh48yOHDh82fhw4dSkRERJlfV7iPQN/ajG8zWnaBEUIIIcqAJOrlrFevXuzduxebzQZAUlISly5dom3btiQlJdGvXz+z7fnz5xkxYgS9evXirbfeMtv36dOHmTNnEhkZyfnz5+nZsyfJyckArFq1in79+tGvXz9Wr15daAxfffUVkZGRhIWF8dRTTwFw7do1pkyZwoABA4iIiGDPnj0FzklKSuKjjz5i9erVhIeHk5iYyJIlS1ixYgUAp0+fZvjw4YSFhREZGcmZM2cKzMaDsb96XFwcAPPnz+exxx4jNDSU2NjYUhhZIYQQQojbm6xRL2d+fn785S9/4auvviI4OJgdO3bQp0+fQoscHT16lPj4eCpVqkRUVBTdu3fHz8+PkydPMmfOHGbOnFmg/bFjx4iLi2PDhg3ous6gQYNo3759gS0Yk5OTmT59OmvXrqVu3bqkpqYC8M4779CxY0fmzJnD1atXGThwIJ07dzbPCwwMZMiQIVSuXJkRI0YARtVShxdffJGRI0cSEhJCdnY2mqZx/vz5QscgNTWV3bt3s2vXLhRFcXrZzspjH5KaVTZLfW4HVqvFLKAje5wLIYQQdw5J1N2AY/lLcHAw27dvZ/bs2YW269y5s1kMKSQkhEOHDhEcHEzt2rVp1arVDe0dxytXrmyek5iYWCBRP3LkCEFBQdStWxfALOD073//my+++IKVK1cCRsXSmyXa10tPT+fixYuEhIQA4OXldcv2Pj4+eHl5MW3aNHr06EGPHj2KdR0Hq9WC1W4puuEdzFGSvr5fXbrWa+eSUsiOa959t2+B1+WpqOu7S5xlHUd535+7kHEwyDgYnB0HV5eWd8X15Fkw5B8HV3/OzpJE3Q0EBwczd+5cfvjhB7KysnjwwQcLbXf9LLvjZ0cifr3ibJGv63qhs/cAb775plnsyeHKlStF9nkzFosFTdPMn7OzswHw8PBg48aNHDhwgO3bt7N27Vref//9Yvcb3WSI7KN+3d64rtgr1zGLf/lyWoHX5aU4ewS7Q5xlHYfslWyQcTDIOBhKMg6uLC3viuvJs2C4fhxc+TnLPuq3qSpVqtC+fXumTp1aYE369b7++mtSU1PJyspiz549tGlz683527Vrx549e8jMzOTatWvs2bOHoKCgAm1at27Nt99+y9mzZwHMpS9du3Zl7dq1ZrL/f//3f4XGXVjlUx8fH+655x5zXbvNZiMzM5M6depw4sQJbDYbaWlp5lKZjIwM0tLS6N69O1OnTuX48eO3vC8hhBBCiIpAZtTdRL9+/Xj22WdZuHDhTdu0bduWyZMnc/r0aUJDQ2nRogVJSUk3bf/ggw/Sv39/Bg4cCEBUVFSBZS8A/v7+zJo1i+eeew5N06hRowarVq1izJgxzJ49m7CwMHRdp06dOrz77rsFzn344Yd5/vnn+fzzz5k+fXqBY/PmzWPGjBksXrwYq9XK4sWLqVu3Lr179yY0NJT77rvPjCUjI4MxY8aYM+xTpkwp/sAJIYQQQtyhFL046yOEcGO//ZYuS1/K4c+ZjkJH49uMLvC6vBRnHNwhzrKOQ/68bZBxMMg4GEoyDq4sLe+K68mzYLh+HFz5OcvSFyGEEEIIIe4QkqgLIYQQQgjhhiRRFy6RlZXFsGHDOHbsGIMHD6Zv376EhoYWqMo6YcIETp06VX5BCiGEEEK4EUnUhUts2rSJkJAQqlSpQmxsLNu3b2f58uXMnj3bLHA0dOhQli9fXs6RCiGEEEK4B9n1RbhEfHw88+fPJzAw0HwvICAAf39/kpOTqVq1KkFBQcTExJCbm4uHR/EfTalM+kdl0uIICmhF1zodyzAiIYQQQpQGSdRFmbPZbJw9e7ZAkg7w/fffk5OTw7333guAqqrUq1eP48eP07x582L3L5VJ/6h0WZRTqUlYky1EtgoptWtKZVLnSWVS15BxMMg4GKQyqTwLDlKZVIh8UlJS8PUt+D/ApUuXmDRpErGxsajqHyuw/P39uXTpklP9S2XS4m+59cZ375CTYy+VLbqkMmnJSWXSsifjYJBxMEhlUnkWHKQyqRDX8fb2xmazmT+np6czatQoxo8fT6tWrQq0tdlseHt7uzpEIYQQQgi3IzPqosxVq1YNu91OdnY2iqIwduxYwsPD6dOnzw1tT506RcOGDcshSiGEEEII9yKJunCJLl26cOjQIS5fvkxiYiKpqals3rwZgLlz59K0aVOuXLmCl5cXNWvWLOdohRBCCCHKnyTqwiWGDRvGqlWreP311wkPDy+0zbZt2xg8eLCLI6t4ktLOmSXsi0N2iRFCCCHKh6xRFy7RrFkzOnTogN1+820EfX19iYyMdGFUoihJ6edIvHikvMMQQgghKqQKPaPetGlTGjdujK7rWCwWpk+fTps2bZzuZ/369VSqVImIiAhiYmLo0aMHvXv3Jjo6msmTJ9OiRYsyiN45+eMqrmnTpvHXv/6Vhg0b0rNnTzZu3Ii/v3+JY4iKijJfHz16lK1bt/Lyyy+b7w0YMKDEfYviC/Stzfg2o4vV1pmZdyGEEEKUrgqdqHt7e7N161YA9u/fz8KFC1m7dq3T/QwdOrS0Q3MLr732Wpn13aJFC7f4BUYIIYQQwl3J0pc86enpVK1aFYCMjAyeeuopIiMjCQ0NZc+ePWa7LVu2EBoaSlhYGJMmTQJgyZIlrFix4pb9t27d2ny9a9cuYmJiANi5cyf9+vUjLCyMJ554otBz33vvPfOa8+fPB+DHH39k0KBBhIaGMnbsWH7//XcANmzYwIABAwgLC+O5554jMzPT7CcxMZEhQ4bwyCOPsGvXLgASEhIYNWqU2WbWrFnExcUBEB0dzdGjR2+IZ+vWrURFRREeHs6MGTPM5SytW7dm0aJFhIWFMWjQIK5cuXLTe8x/3YMHDxIeHk54eDgRERGkp6ffciyFEEIIISqCCj2jnpWVRXh4ONnZ2Vy+fJk1a9YA4OXlxdtvv42Pjw/JyckMHjyYRx55hJ9//plly5axfv16/P39SU1N/dMxLF26lBUrVhAQEMDVq1dvOL5v3z4+//xzNmzYQKVKlcxrTp48menTp9O+fXsWL17MW2+9xbRp0wgJCWHQoEEALFq0iI0bNxIdHQ0YRYbWrVvHL7/8wjPPPOPUMhiHEydOsHPnTtavX4/VamXmzJnEx8cTERHBtWvXaNmyJRMmTGDevHls2LCBMWPGFHmPK1euZMaMGbRt25aMjAy8vLycimnlsQ9Jzbqx34rCarWYBXSKkpR+jkCf2mUckRBCCCFKQ4VO1PMvfTl8+DAvvfQS27ZtQ9d1Fi5cyLfffouqqly8eJErV67wzTff0Lt3b3OddvXq1f90DK1btyYmJoY+ffoQEnJjWfcDBw7Qv39/KlWqZF4zLS2NtLQ02rdvD0BkZCTjxo0D4KeffuKNN94gLS2NjIwMunbtavYVHByMqqo0bNjQnO121oEDBzh27Ji53jwrK4saNWoAYLVaefjhhwFo3rw5X3/9dbHusU2bNsydO5fQ0FAeffRRqlSp4lRMVqsFq91Sovu5UzhK0helvl9dutZrV+xSybcqdZ//2K3auVJR13eXOMs6jvK+P3ch42CQcTA4Ow6uLi3viuvJs2DIPw6u/pydVaET9fxat25NSkoKycnJ7Nu3j+TkZOLi4rBarfTs2ZPs7Gx0vXTK1GdnZ5uvZ82axX//+1++/PJLIiIi2LJlC35+fuZxXddRFKXYfcfExLB06VIeeOAB4uLiOHjwoHnM09PzhvYWiwVN0wqNrTC6rhMZGckLL7xwwzGr1WrGqqqquSSmsHvMb+TIkXTv3p19+/YxaNAgVq1axf3331/se45uMgRNK53P5nZUkrLQxW1/q1L3+Y/dqp2rFGcc3CHOso5DyoQbZBwMMg6GkoyDK0vLu+J68iwYrh8HV37OqqpQo4aPc+eUUSy3nRMnTmC3280Z6xo1amC1Wvnmm2/49ddfAejUqRO7du0iJSUFwKmlL3fddRcnTpxA07QCa97PnDlDy5YtGTduHH5+fly4cKHAeV26dGHTpk3mWvPU1FR8fX2pWrUqiYmJgLFmvF27doCxvv7uu+8mJyeH+Pj4IuOqU6cOJ06cwGazkZaWxoEDB27ZvlOnTnz66af89ttvZjyO8bmZou7xzJkzNGnShJEjR9K8eXNOnjxZZNzCdRz7rl//Lyn9XHmHJoQQQtzRKvSMumONOhgzxbGxsVgsFkJDQ3nmmWfo378/TZs2pUGDBgA0atSI0aNHEx0djaqqNGvWjLlz5xbrWi+88AKjRo2iVq1aNGrUiGvXrgEwb948Tp8+ja7rdOzYkQceeKDAed26deP48eMMGDAAq9VK9+7dmThxIrGxsbzyyitkZmZSt25d5syZA8C4ceMYOHAgderUoXHjxmRkZNwyrlq1atG7d29CQ0O57777aNas2S3bN2zYkPHjx/O3v/0NTdOwWq3MmDGDOnXq3PScwu4x/0z/mjVrSEhIMJfldOvW7ZYxCPcQ6FOboIBW5R2GEEIIccdS9NJazyFEOfntt3RZ+lJGf7Jz7KNe1L7rxW1XloozDu4QZ1nHIX/eNsg4GGQcDCUZh9gPvwPgpSecr69SEmV9PXkWDNePgys/Z1n6IoQQQgghxB1CEnUhhBBCCCHckCTq5Sw6Opr9+/cXeG/16tXMnDmTixcv8vzzzwMQFxfHrFmzitXn008/Xeh+5aUhf6GihIQEvvvuO/PY+vXrb9jRRQghhBBClIwk6uWsb9++7Nixo8B7O3bsoF+/fgQEBPDmm28Wuy9d19E0jffee8+sslqWDh48yOHDh82fhw4dSkRERJlfVwghhBCiIpBEvZz16tWLvXv3YrPZAEhKSuLSpUu0bduWpKQk+vXrZ7Y9f/48I0aMoFevXrz11ltm+z59+jBz5kwiIyM5f/48PXv2JDk5GYBVq1bRr18/+vXrx+rVqwuN4auvviIyMpKwsDCeeuopAK5du8aUKVMYMGAAERERBbaUdFz3o48+YvXq1YSHh5OYmMiSJUtYsWIFAKdPn2b48OGEhYURGRnJmTNnCszGg7G/elxcHADz58/nscceIzQ0lNjY2FIYWSGEEEKI21uF3p7RHfj5+fGXv/yFr776iuDgYHbs2EGfPn0KLXJ09OhR4uPjqVSpElFRUXTv3h0/Pz9OnjzJnDlzmDlzZoH2x44dIy4ujg0bNqDrOoMGDaJ9+/YFtmBMTk5m+vTprF27lrp165p7w7/zzjt07NiROXPmcPXqVQYOHEjnzp3N8wIDAxkyZAiVK1dmxIgRAAX2YH/xxRcZOXIkISEhZGdno2ka58+fL3QMUlNT2b17N7t27UJRFKeX7aw89iGpWWWz1Od2YLVazAI6pS0p/RyBPrXLpG8hhBBC3Jok6m7AsfwlODiY7du3M3v27ELbde7c2axaGhISwqFDhwgODqZ27dq0anXjftaO45UrVzbPSUxMLJCoHzlyhKCgIOrWrQtA9erVAfj3v//NF198wcqVKwGjYunNEu3rpaenc/HiRUJCQgDw8vK6ZXsfHx+8vLyYNm0aPXr0oEePHsW6joPVasFqtzh1zp3GUZK+tNX3q0vXeu2KLK3suH55l2C+XeIs6zjK+/7chYyDQcbB4Ow4uLq0vCuuJ8+CIf84uPpzdpYk6m4gODiYuXPn8sMPP5CVlcWDDz5YaLvrZ9kdPzsS8esVZ4t8XdcLnb0HePPNN81iTw5Xrlwpss+bsVgsaJpm/pydnQ2Ah4cHGzdu5MCBA2zfvp21a9fy/vvvF7vf6CZDZB/1Mt4bt6j+c3LsJKWdY9qnr5f6tYMCWtG1Tsci2xVnHBx/eSjvvYTLMg7ZK9kg42CQcTCUZBxcWVreFdeTZ8Fw/Ti48nOWfdRvU1WqVKF9+/ZMnTq1wJr063399dekpqaSlZXFnj17aNPm1pvzt2vXjj179pCZmcm1a9fYs2cPQUFBBdq0bt2ab7/9lrNnzwKYS1+6du3K2rVrzWT///7v/wqNu7DKpz4+Ptxzzz3munabzUZmZiZ16tThxIkT2Gw20tLSzKUyGRkZpKWl0b17d6ZOncrx48dveV+i4khKP0fixSPlHYYQQghRLmRG3U3069ePZ599loULF960Tdu2bZk8eTKnT58mNDSUFi1akJSUdNP2Dz74IP3792fgwIEAREVFFVj2AuDv78+sWbN47rnn0DSNGjVqsGrVKsaMGcPs2bMJCwtD13Xq1KnDu+++W+Dchx9+mOeff57PP/+c6dOnFzg2b948ZsyYweLFi7FarSxevJi6devSu3dvQkNDue+++8xYMjIyGDNmjDnDPmXKlOIPnHAbgb61S73SpqOCpxBCCFERKXpx1kcI4cZ++y1dlr6U858zHQl1WSXqxem3OONQVnE6qyzjcIfnwR3IOBhkHAwlGQdXlpZ3xfXkWTBcPw6u/Jxl6YsQQgghhBB3CEnUhRBCCCGEcEOSqAunZWVlMWzYMI4dO8bgwYPp27cvoaGhBSqsnj17loEDB/Loo48yfvx4s6DTnj17CA0NJTw8nP79+5OYmAgYXzh94oknyM3NLZd7EkIIIYRwN5KoC6dt2rSJkJAQqlSpQmxsLNu3b2f58uXMnj3bLFY0f/58hg8fzmeffUbVqlXZuHEjAJ06deJf//oXW7duZfbs2bz88ssAeHp60qlTpwLJvhBCCCFERSa7vginxcfHM3/+fAIDA833AgIC8Pf3Jzk5GV9fX7755hsWLFgAQGRkJG+99RaPP/44VapUMc/JzMwssId7cHAwCxYsICwszKl4qlXz/lP3o+vGP0Ux9pV3fL1aUYx/oNzQ3mhr/NM0HU2z57VXUVWjvaaB3W68r2n598HXzT4VRTfbaZrRl8WimMdVVckXk46u69jtFfeLs0IIIURFIom6cIrNZuPs2bMFknSA77//npycHO69915SUlKoWrUqHh7G43XPPfdw8eJFs+3u3btZsGABycnJBbZ8bNSoEUePHnU6plc/e4NrWha5ublouo5mN4oXWCwWFFVFs9vx8PBA0zQURUHTNOx2O6qq4uHhQW5uLhaLhZycHFRVRVVVUqxA/AAAIABJREFUNE1DVVUURTH6zTvXw8MDTTcSZk+rFbvdjt1ux8vLC03TsNlsZlvVYsHby4ucnBwsFgvZNhu6rqMqCoqiYLFY8s7XsFgsWCwWPD2tZGfb8gpDGQm5h4cHdrtRKMriYcHLs+AvJlarxSygU5jiFgwSQgghhHuRRF04JSUlBV/fgmV2L126xKRJk4iNjUVVC19NlX/mPCQkhJCQEL799lsWL17M6tWrASOxtlqtpKen4+NT/O2LqlSpgpZjvNbzkmjHNfO/LnA8L1k2JsyN5L1SpUoF2il5bTRNM+bAHdPojr7z2qmKYt63t7e3ea7jPS9vb3RNw9vb2zFFX3BaPi8OR3tPT8+C95CvvXqTKrKOkvTXO5WahDXZQmSrkGKPZ0k4rl/aJZid7beodmUVp7PKOo7yvj93IeNgkHEwODsOri4t74rrybNgyD8Orv6cnSWJunCKt7e3+cVQgPT0dEaNGsX48eNp1aoVAH5+fly9epXc3Fw8PDy4cOECNWvWvKGvdu3acebMGZKTk/H39weMGXsvLy+nYvpb82jZR/0me+O+8d075OTYy3zvXMeMfmlfx5l+i7NHcFnF6ayyjEP2SjbIOBhkHAwlGQdXlpZ3xfXkWTBcPw6u/JxlH3VR5qpVq4bdbic7OxubzcbYsWMJDw+nT58+ZhtFUejQoQOffvopAJs3b6Znz54AnD592pwt/uGHH8jJycHPzw8wZuv9/f2xWq0uvishhBBCCPcjM+rCaV26dOHQoUNcvnyZxMREUlNT2bx5MwBz586ladOmTJo0iQkTJvDGG2/QtGlTBg4cCMCnn37K1q1b8fDwwNvbm0WLFpnLTRISEujevXu53ZcQQgghhDuRRF04bdiwYaxatYrXX3+d8PDwQtvUrVvX3JIxv5EjRzJy5MhCz9m2bRsTJ04s1VgFJKWdM0vWF0a+bCqEEEK4J1n6IpzWrFkzOnTogN1+851GnGWz2QgODqZBgwal1qcoWlL6ORIvHinvMIQQQghRCJlRFyUSFRVVqv15enoSERFRqn0KQ6Bvbca3GV3osVvNtAshhBCifMmMunBaVlYWw4YNw263M2LECIKCghg1alSBNmfPnmXgwIE8+uijjB8/3twpZvny5YSHhxMeHk6/fv1o2rQpqamp2Gw2nnjiCXJzc8vjloQQQggh3I4k6sJpmzZtIiQkBIvFwt///nfmzZt3Q5v58+czfPhwPvvsM6pWrWquV//73//O1q1b2bp1KxMnTqRdu3ZUr14dT09POnXqxI4dO1x9O0IIIYQQbkmWvginxcfHM3/+fAA6depEQkJCgeO6rvPNN9+wYMECACIjI3nrrbd4/PHHC7Tbvn07/fr1M38ODg5mwYIFhIWFORXPP/+7mpTM340iQ44iR3mvNU0zXxvVSC2gALqeV7tINwsj6bqODkYfxo3g4WHFrtlRALtmVAdV8hUoKrBOX1FQUFBUYxcb47VRGdWIyVEgSc3botLYplIHLKoFTddQyFekSVXMn/NCRVEw7iGfW1UmTUo/R6BPbafGUwghhBDuQRJ14RSbzcbZs2cJDAy8aZuUlBSqVq2Kh4fxeN1zzz1cvHixQJvMzEz279/P9OnTzfcaNWrE0aNHnY8pOxtbdjaKquJhsaBpmpFEg5nkelgs5Obmoih2VIsFBci1Gwm4lpcYa3lJt6KqWFTVTMztdjuKopCTm4uuaWbFUk9PT3JyctB03cj9MZJ8i8WCkldl1KKr5OTkmL88aHY7VquV3NzcPyqkAnaLkXxrmmZWNrV6eKDrunl9MH45UBRjTX9+N6tMWt+vLl3rtbtpxbXSqpAplUmdI5VJXUPGwSDjYJDKpPIsOEhlUnHHSklJwdfX+YfZkWg67N27lzZt2lC9enXzPYvFgtVqJT09HR+f4lfumvLIc2Zyq+s6efl13nVB18l7T8du/2MmW9N0VFVF1zUUxbEKTEFVyetLM/tSFMd7kJtrR1UVVFVFzZs913Wd3Fw7up73y4GO+VpVlbzknnyz93/064jFceyPsTLaOe7B4foqrMWpNnez46VVIVMqkzpHKpOWPRkHg4yDQSqTyrPgcLtVJpVEXTjF29vb/GLozfj5+XH16lVyc3Px8PDgwoUL1KxZs0Cb7du307dv3xvOtdlseHl5ORVTWprthuS1+LTr/uuM4m1PacRWnPj06/4rhBBCiIpMvkwqnFKtWjXsdjvZ2dk3baMoCh06dODTTz8FYPPmzfTs2dM8npaWxrfffssjjzxS4LyUlBT8/f2xWq1lE7wQQgghxG1EEnXhtC5dunDo0CEAHn/8ccaNG8eBAwfo1q0b+/fvB2DSpEmsWrWKkJAQUlNTGThwoHn+7t276dKlC5UrVy7Qb0JCAt27d3fdjQghhBBCuDFZ+iKcNmzYMFatWkXnzp1Zt25doW3q1q1rbsl4vf79+9O/f/8b3t+2bRsTJ04s1VhF0ZLSzt208FFQQCu61uno4oiEEEIIATKjLkqgWbNmdOjQoeDWhH+SzWYjODiYBg0alFqf4s9JSj9H4sUj5R2GEEIIUWHJjLookaioqFLtz9PTk4iIiFLtUxRPoG9txrcZfcP7N5tlF0IIIYRryIy6cImsrCyGDRvGsWPHGDx4MH379iU0NLRAJdIJEyZw6tSp8gtSCCGEEMKNyIy6cIlNmzYREhJClSpViI2N5b777uPixYsMGDCArl27UrVqVYYOHcry5ct59dVXyztcIcrcrb4bcCvyvQEhhKg4JFEXLhEfH8/8+fMLVDQNCAjA39+f5ORkqlatSlBQEDExMeb+68W18tiHpGZdLYuwbwtWq4WW/i0keasAktLPAchnLYQQFYQk6qLM2Ww2zp49WyBJB/j+++/Jycnh3nvvBUBVVerVq8fx48dp3rx5sfu3Wi1Y7ZZSjfl2cio1CYDIViFOn3urUvbOlLl3pq0zrFYLp1KTePvoe7ds17VeO4LvfqjI65dVnM6yWi3U96/LzJ7O7XI084uFQNHxl/f9uQsZB4OMg8HZcXB1aXlXXE+eBUP+cXD15+wsSdRFmUtJScHXt+D/AJcuXWLSpEnExsaiqn98VcLf359Lly451X90kyF/ojLp7e/to++Rk2MvUfnjW5Wyd6bMvTNtnZGTY0fXdLP/wiSlnyMnx07w/Q8Vef2yitNZJY2jOOdJmXCDjINBxsFQknFwZWl5V1xPngXD9ePgys9ZVRVq1PBx6hxJ1EWZ8/b2xmazmT+np6czatQoxo8fT6tWrQq0tdlseHt7uzpE4cZutiuNg+xOI4QQ4k4libooc9WqVcNut5OdnY2iKIwdO5bw8HD69OlzQ9tTp07RsGHDcohSCCGEEMK9SKIuXKJLly4cOnSIy5cvk5iYSGpqKps3bwZg7ty5NG3alCtXruDl5UXNmjXLOdrbT0l3EElKP0egT+0yiEgIIYQQf5Yk6sIlhg0bxqpVq3j99dcJDw8vtM22bdsYPHiwiyOr2AJ9ahMU0KrohkIIIYRwOUnUhUs0a9aMDh06YLfbsVgK36HF19f3pkm8uLWi1nELIYQQ4vZToRP1pk2b0rhxY3Rdx2KxMH36dNq0aeN0P+vXr6dSpUpEREQQExNDjx496N27N9HR0UyePJkWLVqUQfTOyR9XcU2bNo2//vWvNGzYkJ49e7Jx40b8/f1LHENUVJT5+ujRo2zdupWXX37ZfG/AgAEl7luUjeIuqZElNEIIIUTpq9CJure3N1u3bgVg//79LFy4kLVr1zrdz9ChQ0s7NLfw2muvlVnfLVq0cItfYETpkCU0QgghROmr0Il6funp6VStWhWAjIwMxowZw9WrV8nNzWXcuHEEBwcDsGXLFlasWIGiKDRp0oTXX3+dJUuWULlyZUaMGHHT/lu3bs3hw4cB2LVrF19++SVz585l586dvP3226iqiq+vLx9++OEN57733nv861//QlEUunXrxosvvsiPP/7IK6+8QmZmJvfeey+zZ8+mWrVqbNiwgY8//picnBzq1avHvHnzqFSpEgCJiYmsXr2ay5cvM2nSJHr37k1CQgIrV67k3XffBWDWrFk0b96c/v373/QvAlu3buWDDz4gJyeHli1b8sorr2CxWP4/e3ceFfV1PvD/zUxGXJCwaC2iMaKIWCwZt8jRnya4BJMMm4raBLWxVTFNcKk41YqGxghoUWvE5Fg0RA2RGoLFBGxNI00TBK3WaL96qhOjVes6GFkUcZjfH/Pj8wPZZhQHcJ7XOTmHMJ/Pvc995uM5lzt37oNWq2X69Ol8+eWXtG/fntTUVLp06VLvGGv2W1RUpPxR4OTkxI4dO3Bxse2cUfFoyJYaIYQQouU49ET9zp07hIWFUVFRwbVr10hPTwfA2dmZTZs24eLigtFoZMqUKYwZM4YzZ86wefNmMjIy8PDw4ObNmw8dQ2pqKmlpaXTr1o1bt27VeT0/P58vvviCzMxMOnTooPQZFxfH8uXLGTZsGBs2bODdd99l2bJljBs3jqioKADWrVvH7t27iY6OBixFhj766CO+++47YmJibNoGU81gMJCbm0tGRgYajYaVK1eSk5NDeHg45eXlBAYGsmDBApKTk8nMzGTevHlNjnHr1q3Ex8czePBgysrKcHZ2timmrSd2cvNO3XYdxcWy/+HdyaulwxBCCCFEM3PoiXrNrS9Hjx5lyZIl7N27F7PZTEpKCocOHUKlUnHlyhWuX7/OwYMHCQkJUfZpu7m5PXQMWq0WvV7PhAkTGDeubgn4goICIiMjlVVxNzc3SkpKKCkpYdiwYQBEREQQGxsLwOnTp1m/fj0lJSWUlZUxcuRIpa2xY8eiUqno27cv169ff6B4CwoKOHHihLLf/M6dO3h6egKg0Wh4/vnnAQgICODrr7+2aoyDBg0iMTERnU7H+PHj6dSpk00xaTRqNKb6v6DqCJ5268HIXkObvfyxRtPyZZWtiaH6mqaus7Y9e3jQOKy9r6XH11pIHiwkDxY2/3uzc2l5e/Qnz4JFzTzY+322lUNP1GvSarUUFxdjNBrJz8/HaDSSlZWFRqMhODiYiooKzObmKVNfUVGh/JyQkMCxY8c4cOAA4eHhZGdn4+7urrxuNptxcnKyum29Xk9qair9+/cnKyuLoqIi5bV27drVuV6tVlNVVVVvbPUxm81ERESwaNGiOq9pNBolVpVKhclkanCMNc2ePZvRo0eTn59PVFQU27Zto0+fPlaPOdpvKlVVzfPetEXV5ZCbu/zxg5a5t3cM1dc0dZ217dnDg8ZhzX1SJtxC8mAhebB4kDzYs7S8PfqTZ8Hi/jzY831WqZzw9LRta6/qEcXS5hgMBkwmk7Ji7enpiUaj4eDBg1y8eBGAoKAg8vLyKC4uBrBp60uXLl0wGAxUVVWxf/9+5ffnz58nMDCQ2NhY3N3duXz5cq37RowYwSeffMLt27eVPjt37oyrqyuHDx8GLHvGhw4dClj213ft2pXKykpycnKajMvb2xuDwcDdu3cpKSmhoKCg0euDgoLYt28fN27cUOKpzk9Dmhrj+fPn8fPzY/bs2QQEBHD27Nkm4xZCCCGEeNw59Ip69R51sKwUJyUloVar0el0xMTEEBkZib+/Pz4+PgD4+voyd+5coqOjUalUDBgwgMTERKv6WrRoEXPmzMHLywtfX1/Ky8sBSE5O5ty5c5jNZoYPH07//v1r3Tdq1ChOnTrFxIkT0Wg0jB49moULF5KUlKR8mbRnz56sXr0agNjYWCZPnoy3tzf9+vWjrKys0bi8vLwICQlBp9Px9NNPM2DAgEav79u3L/Pnz+e1116jqqoKjUZDfHw83t7eDd5T3xhrrvSnp6dTWFiobMsZNWpUozEIIYQQQjgCJ3Nz7ecQooXcuFEqW18ewUd21eent+SpL9bEUH3NqhcWN5mH1jCmh4nDmvvk420LyYOF5MHiQfKQtPMIAEtesb2+yoN41P3Js2Bxfx7s+T7L1hchhBBCCCEeEzJRF0IIIYQQohWSibqwizt37vDqq69y4sQJpkyZwksvvYROp+Pzzz9XrlmwYAHff/99ywUphBBCCNGKyERd2MUnn3zCuHHj6NSpE0lJSXz22Wf88Y9/5J133lGKIE2bNo0//vGPLRypEEIIIUTr4NCnvgj7ycnJYe3atfTo0UP5Xbdu3fDw8MBoNOLq6sqQIUPQ6/Xcu3ePJ56w/tF09MqkGo261lnizeVC6SV6uHRv9naFEEIIYR2ZqItH7u7du/z3v/+tNUkH+Pbbb6msrOSpp54CLEWSevXqxalTpwgICLC6fUevTAq1q3M2l97uPR9JxVNbSGXSB7uvpcfXWkgeLCQPFlKZVJ6FalKZVIgaiouL6dy59j+Aq1evsnjxYpKSklCp/v8dWB4eHly9etWm9qUy6aM9cksqkzY/qUz66EkeLCQPFlKZVJ6FalKZVIj7tG/fnrt37yr/X1paypw5c5g/fz7PPPNMrWvv3r1L+/bt7R2iEEIIIUSrIyvq4pF78sknMZlMVFRU4OTkxOuvv05YWBgTJkyoc+33339P3759WyBK0ZZdKLnEyr+lNLlXX/bdCyGEaEtkoi7sYsSIEfzzn//k2rVrHD58mJs3b/Lpp58CkJiYiL+/P9evX8fZ2Zkf/ehHLRyteFz1cOnOkG7PNH2hEEII0QrIRF3Yxauvvsq2bdtYs2YNYWFh9V6zd+9epkyZYufIxOOgR+furAxeKPsvhRBCPFZkj7qwiwEDBvDss89iMjW8NaFz585ERETYMSohhBBCiNbLISfq/v7+hIWFERoaSkREBEeOHHmgdjIyMsjOzgZAr9eTl5cHQHR0NMePH2+2eO1t2bJlnDlzBoD33nuv2dqdNGkSanXDxwhOnDjRpvPThRBCCCEeZw45K2rfvj179uwB4KuvviIlJYUdO3bY3M60adOaO7RWYdWqVcrP77//PnPnzrXpfpPJVGtCfv//CyGEEEKIpjnkRL2m0tJSXF1dASgrK2PevHncunWLe/fuERsby9ixYwHIzs4mLS0NJycn/Pz8WLNmDRs3bqRjx47MmjWrwfa1Wi1Hjx4FIC8vjwMHDpCYmEhubi6bNm1CpVLRuXNndu7cWeu+wsJC/vCHP+Dm5sbZs2cZMmQIK1euRKVSsWLFCo4fP05FRQUvvPACb775JgDBwcGEh4fz5Zdfcu/ePdavX0+fPn349ttveeedd7hz5w7t27fnnXfewcfHB5PJxNq1a/nHP/4BQFRUFNHR0URHRxMXF8e+ffu4c+cOYWFh9O3bl9///vfs2bOH7du3U1lZSWBgICtWrECtVqPVapk5cyb/+Mc/WLJkCXFxcURGRvL111/z6quvUlZWxq5du6isrKRXr14kJyfToUMHjEYjK1as4NKlSwAsXbqUwYMHN++bLIQQQgjRBjnkRL168llRUcG1a9dIT08HwNnZmU2bNuHi4oLRaGTKlCmMGTOGM2fOsHnzZjIyMvDw8ODmzZsPHUNqaippaWl069aNW7du1XvNt99+y+eff0737t35xS9+wV/+8hdCQkJYsGABbm5umEwmZs6cyalTp+jfvz8A7u7ufPrpp+zcuZOtW7eyatUqfHx82LFjB0888QTffPMN69atY+PGjezatYsLFy7w6aef8sQTT9QZ169//Wt27typfPpgMBjIzc0lIyMDjUbDypUrycnJITw8nPLycnx9fYmNjVXud3Z2JiMjA7AUPYqKigJg3bp17N69m+joaFatWsWMGTMYMmQIly5dYtasWeTm5tqUy60ndnLzTv05dAQajbrJYwnbKjlOUQghhCNzyIl6za0vR48eZcmSJezduxez2UxKSgqHDh1CpVJx5coVrl+/zsGDBwkJCcHDwwMANze3h45Bq9Wi1+uZMGEC48aNq/ean/70p/Ts2ROAl156iX/+85+EhISQm5tLZmYm9+7d49q1axgMBmWiPn78eAACAgL461//CkBJSQlLlizh3LlzODk5UVlZCUBBQQFTp05V9oU3Na6CggJOnDjBpEmTAMsfPJ6engCo1WpeeOGFWte/+OKLys+nT59m/fr1lJSUUFZWxsiRIwH45ptvlP3wYPmEo7S0FBcX6yt3aTRqNCbH3lpTXVr+cdPbvScjew1ttLRzzbG31hLQ96uO2eaS5lbe11by8KhJHiwkDxY2/3uzc2l5e/Qnz4JFzTzY+322lUNO1GvSarUUFxdjNBrJz8/HaDSSlZWFRqMhODiYiooKzObmKU9fUVGh/JyQkMCxY8c4cOAA4eHhZGdn4+7uXut6JyenOv//3//+l61bt7J7926efPJJ9Hp9rXY1Gg0AKpVKOWFlw4YNPPvss2zatIkLFy4wffp0AMxmc50+GmM2m4mIiGDRokV1XnN2dq6zD71Dhw7Kz3q9ntTUVPr3709WVhZFRUUAVFVVsWvXroeqRhrtN5WqquZ5j9oiRygL3dj4an6a0FbyUB2zzSXNrbjPEZ4Ha0geLCQPFg+SB3uWlrdHf/IsWNyfB3u+zyqVE56e1i9EgoOe+lKTwWDAZDLh5uZGSUkJnp6eaDQaDh48yMWLFwEICgoiLy+P4uJiAJu2vnTp0gWDwUBVVRX79+9Xfn/+/HkCAwOJjY3F3d2dy5cv17n322+/5b///S9VVVXk5uYyePBgysrK6NChA507d+b69ev8/e9/bzKGkpISunXrBqAUGQJLEaKPP/6Ye/fuNTiuJ554QlmBDwoKYt++fdy4cUO5vjpHTSkrK6Nr165UVlaSk5Oj/H7kyJG1vsh78uRJq9oTQgghhHjcOeSKevUedbCsEiclJaFWq9HpdMTExBAZGYm/vz8+Pj4A+Pr6MnfuXKKjo1GpVAwYMIDExESr+lq0aBFz5szBy8sLX19fysvLAUhOTubcuXOYzWaGDx+ubF2p6ZlnnuH3v/89//nPfxgyZAjjxo1T+n/ppZfo2bMngwYNajKGX/ziF+j1erZt28bw4cOV30+ePJnvv/+e0NBQnnjiCaKionj11Vdr3RsVFUVoaCgDBgzg97//PfPnz+e1116jqqoKjUZDfHw83t7eTcYQGxvL5MmT8fb2pl+/fpSVlQGWoyATEhLQ6XSYTCaGDBlCQkJCk+0JIYQQQjzunMzNta9DNKvCwkK2bt3K+++/39KhtHo3bpTK1hcH/jhz/RHLWf+rXljcZvJQHfP8QbYdfWrNfY7+PFSTPFhIHiweJA9JOy01Vpa80vSCWHN41P3Js2Bxfx7s+T7L1hchhBBCCCEeEw659aUtePbZZ3n22WdbOgwhhBBCCNFCHHpF3d/fn7CwMEJDQ4mIiODIkSMP1E5GRgbZ2dmA5XSTvLw8AKKjozl+/HizxfswasZlrWXLlilHJwYHB2M0GpstnuPHj/P22283W3tCCCGEEI8bh15Rr3me+ldffUVKSkqtE0isNW3atOYOrVVYtWrVI2t74MCBDBw48JG1L4QQQgjR1jn0inpNpaWluLq6ApajBGfMmEFERAQ6na7WsYrZ2dnodDpCQ0NZvHgxABs3biQtLa3R9rVarfJzXl4eer0egNzcXF5++WVCQ0N55ZVX6r13y5YtSp9r164FLMcYRkVFodPpeP311/nhhx8AyMzMZOLEiYSGhvLGG29w+/ZtpZ3Dhw8zdepUxowZo6yuFxYWMmfOHOWahIQEsrKygIY/EdizZw+TJk0iLCyM+Ph45bx2rVbLunXrCA0NJSoqiuvXrzc4xpr9FhUVERYWRlhYGOHh4ZSWljaaSyGEEEIIR+DQK+rVxzRWVFRw7do10tPTAUvxnk2bNuHi4oLRaGTKlCmMGTOGM2fOsHnzZjIyMvDw8LDpPPWGpKamkpaWRrdu3bh161ad1/Pz8/niiy/IzMykQ4cOSp9xcXEsX76cYcOGsWHDBt59912WLVvGuHHjiIqKAmDdunXs3r2b6OhoAK5evcpHH33Ed999R0xMDCEhITbHazAYyM3NJSMjA41Gw8qVK8nJySE8PJzy8nICAwNZsGABycnJZGZmMm/evCbHuHXrVuLj45Vz4p2dnW2KaeuJndy8U7ddR6HRqGsV/WkJQ7o9w0jv4U1fKIQQQgirOfREvebWl6NHj7JkyRL27t2L2WwmJSWFQ4cOoVKpuHLlCtevX+fgwYOEhITg4eEBgJub20PHoNVq0ev1TJgwgXHjxtV5vaCggMjISKXKZ3VhppKSEoYNGwZAREQEsbGxAJw+fZr169dTUlJCWVkZI0eOVNoaO3YsKpWKvn37KqvdtiooKODEiRNMmjQJsPyx4+npCViqoj7//PMABAQE8PXXX1s1xkGDBpGYmIhOp2P8+PF06tTJppg0GjUak7rpCx9j1aXlW8L3Ny+gMaqJeKbue2sPNcfeWktA3686ZptLmlt5X1vJw6MmebCQPFjY/O/NzqXl7dGfPAsWNfNg7/fZVg49Ua9Jq9VSXFyM0WgkPz8fo9FIVlYWGo2G4OBgKioqaK4j5ysqKpSfExISOHbsGAcOHCA8PJzs7Gzc3d2V181mM05OTla3rdfrSU1NpX///mRlZVFUVKS81q5duzrXq9Vqqqqq6o2tPmazmYiICBYtWlTnNY1Go8SqUqmULTH1jbGm2bNnM3r0aPLz84mKimLbtm306dPH6jFH+02Vc9Rb8Gzc9Ufeo7LS1GIx1Pw0oa2cEVwds80lza24r6Wfh9ZC8mAhebB4kDzYs7S8PfqTZ8Hi/jzY832Wc9QfgsFgwGQyKSvWnp6eaDQaDh48yMWLFwEICgoiLy+P4uJiAJu2vnTp0gWDwUBVVVWtPe/nz58nMDCQ2NhY3N3duXz5cq37RowYwSeffKLsNb958yadO3fG1dWVw4cPA5Y940OHDgUs++u7du1KZWUlOTk5Tcbl7e2NwWDg7t27lJSUUFBQ0Oj1QUFB7Nu3jxs3bijxVOenIU1gpQdNAAAgAElEQVSN8fz58/j5+TF79mwCAgI4e/Zsk3ELIYQQQjzuHHpFvXqPOlhWipOSklCr1eh0OmJiYoiMjMTf3x8fHx8AfH19mTt3LtHR0ahUKgYMGEBiYqJVfS1atIg5c+bg5eWFr68v5eXlACQnJ3Pu3DnMZjPDhw+nf//+te4bNWoUp06dYuLEiWg0GkaPHs3ChQtJSkpixYoV3L59m549e7J69WoAYmNjmTx5Mt7e3vTr14+ysrJG4/Ly8iIkJASdTsfTTz/NgAEDGr2+b9++zJ8/n9dee42qqio0Gg3x8fF4e3s3eE99Y6y50p+enk5hYaGyLWfUqFGNxiCEEEII4QiczM21n0OIFnLjRqlsfWnhrS8XSi7Ro3P3Fun/Quklerh0Z9ULi9vMx7rrj7wHwPxBc5v9vpZ+HloLyYOF5MHiQfJgz9Ly9uhPngWL+/Ngz/dZtr4IIRxOD5fuDOn2TEuHIYQQQjQ7h976IoRoHj06d7d5dVgIIYQQjXPoFXV/f3/CwsIIDQ0lIiKCI0eOPFA7GRkZykkmer1eKSbUUMGgllAzLmstW7aMM2fOABAcHIzRaGy2eI4fP87bb7/dbO0JIYQQQjxuHHpFveY56l999RUpKSns2LHD5namTZvW3KG1CqtWrXpkbQ8cOJCBAwc+svaFEEIIIdo6h56o11RaWoqrqytgOeJw3rx53Lp1i3v37hEbG8vYsWMByM7OJi0tDScnJ/z8/FizZg0bN26kY8eOzJo1q8H2tVotR48eBSAvL48DBw6QmJhIbm4umzZtQqVS0blzZ3bu3Fnn3i1btvDnP/8ZJycnRo0axa9//WtOnjypnPry1FNP8c477/Dkk0+SmZnJrl27qKyspFevXiQnJyvFkg4fPswHH3zAtWvXWLx4MSEhIRQWFrJ161bef/99wHLmeUBAAJGRkURHRxMXF1dnQr1nzx62b99OZWUlgYGBrFixArVajVarZfr06Xz55Ze0b9+e1NRUunTpUu8Ya/ZbVFSk/FHg5OTEjh07cHGx/ssWUpm0ZSuTVn+ZUwghhBDNy6En6tXHM1ZUVHDt2jXS09MBcHZ2ZtOmTbi4uGA0GpkyZQpjxozhzJkzbN68mYyMDDw8PGw6R70hqamppKWl0a1bN27dqjvZzM/P54svviAzM5MOHToofcbFxbF8+XKGDRvGhg0bePfdd1m2bBnjxo0jKioKgHXr1rF7926io6MBuHr1Kh999BHfffcdMTExhISE2ByvwWAgNzeXjIwMNBoNK1euJCcnh/DwcMrLywkMDGTBggUkJyeTmZnJvHnzmhzj1q1biY+PZ/DgwZSVleHs7GxTTFKZtGUrk/Z278nIXkNbRVW31hCDNaQyqX1IHiwkDxZSmVSehWpSmbSNqLn15ejRoyxZsoS9e/diNptJSUnh0KFDqFQqrly5wvXr1zl48CAhISF4eHgA4Obm9tAxaLVa9Ho9EyZMYNy4uiXYCwoKiIyMVFbFqwsylZSUMGzYMAAiIiKIjY0F4PTp06xfv56SkhLKysoYOXKk0tbYsWOVs8qvX7/+QPEWFBRw4sQJJk2aBFj+2PH09AQslUmff/55AAICAvj666+tGuOgQYNITExEp9Mxfvx4OnXqZFNMUpm0dRy51dIxtJY8WEMqkz56kgcLyYOFVCaVZ6FaW6tM6tAT9Zq0Wi3FxcUYjUby8/MxGo1kZWWh0WgIDg6moqKC5jpyvqKiQvk5ISGBY8eOceDAAcLDw8nOzsbd3V153Ww24+TkZHXber2e1NRU+vfvT1ZWVq3CQu3atatzvVqtpqqqqt7Y6mM2m4mIiGDRokV1XtNoNEqsKpUKk8nU4Bhrmj17NqNHjyY/P5+oqCi2bdtGnz59rB6zEEIIIcTjyKFPfanJYDBgMpmUFWtPT080Gg0HDx7k4sWLAAQFBZGXl0dxcTGATVtfunTpgsFgoKqqiv379yu/P3/+PIGBgcTGxuLu7s7ly5dr3TdixAg++eQTbt++rfTZuXNnXF1dOXz4MGDZMz506FDAsr++a9euVFZWkpOT02Rc3t7eGAwG7t69S0lJCQUFBY1eHxQUxL59+7hx44YST3V+GtLUGM+fP4+fnx+zZ88mICCAs2fPNhm3EEIIIcTjzqFX1Kv3qINlpTgpKQm1Wo1OpyMmJobIyEj8/f3x8fEBwNfXl7lz5xIdHY1KpWLAgAEkJiZa1deiRYuYM2cOXl5e+Pr6Ul5eDkBycjLnzp3DbDYzfPhw+vfvX+u+UaNGcerUKSZOnIhGo2H06NEsXLiQpKQk5cukPXv2ZPXq1QDExsYyefJkvL296devH2VlZY3G5eXlRUhICDqdjqeffpoBAwY0en3fvn2ZP38+r732GlVVVWg0GuLj4/H29m7wnvrGWHOlPz09ncLCQmVbzqhRoxqNQQghhBDCETiZm2s/hxAt5MaNUtmjLvsO21Qe1h95D8DmIlHW3NeW8vAoSR4sJA8WD5IHe5aWt0d/8ixY3J8He77PD7JHXba+CCGEEEII0Qo59ERdKpM2TiqTCiGEEEK0HIfeoy6VSRsnlUmFEEIIIVqOQ6+o13R/ZdIZM2YQERGBTqerdUpLdnY2Op2O0NBQFi9eDMDGjRtJS0trtH2tVqv8nJeXh16vByA3N5eXX36Z0NBQXnnllXrv3bJli9Ln2rVrATh58iRRUVHodDpef/11fvjhBwAyMzOZOHEioaGhvPHGG8ppMWCpTDp16lTGjBmjrK4XFhYyZ84c5ZqEhASysrKAhj8R2LNnD5MmTSIsLIz4+HjlGEatVsu6desIDQ0lKipKOau9vjHW7LeoqIiwsDDCwsIIDw+ntLS00VwKIYQQQjgCh15Rl8qkj0dl0q0ndnLzTt12HYVGo1YK4TyoId2eYaT38GaKSAghhBDNwaEn6lKZ1HatsTKpRqNGY1I/0HgeF9Wl5R/E9zcvoDGqiXim7nvT1rTWEtD3q36/bC5pbuV9bSUPj5rkwULyYGHzvzc7l5a3R3/yLFjUzIO932dbOfREvSapTFo3tvq0xsqk0X5T5XjGhzhya/2R96isNLX5Y7va0tFj1Z+A2FzS3Ir72lIeHiXJg4XkweJB8mDP0vL26E+eBYv782DP91mOZ3wIUplUKpMKIYQQQrQmDr2iLpVJpTKpEEIIIURrJZVJRZsnlUkffuvLhZJL9OjcvRmjerTq+/JrW/pYVyqTPnqSBwvJg4VUJpVnoZpUJhVCiEfoQuklDl/5V0uHIYQQQjxyDr31RQhh0aNzd5tXd1tK9aqyEEII8bhrVSvq/v7+hIWFERoaSkREBEeOHHmgdjIyMpSTRfR6vVLcp6ECPq3VL3/5S+Xc8eqCSVeuXOHNN99sybBssmHDBr755puWDkMIIYQQos1pVSvqNc81/+qrr0hJSWHHjh02tzNt2rTmDq1FbNmypc7vunXrxh/+8IcWiAZMJhNqtW3ndVef7y6EEEIIIWzTqibqNZWWluLq6gpYjhycN28et27d4t69e8TGxjJ27FgAsrOzSUtLw8nJCT8/P9asWcPGjRvp2LEjs2bNarB9rVbL0aNHAcjLy+PAgQMkJiaSm5vLpk2bUKlUdO7cmZ07d9a6r7CwkI0bN+Lp6cmpU6cYN24c/fr148MPP6SiooJNmzbx1FNP8be//Y3NmzdTWVmJm5sba9eupUuXLhQVFbFq1SoAnJyc2LFjB+Xl5SxYsIDS0lJMJhMrV65kyJAhBAcHs3v3bqXAEsCFCxeYO3cue/fupaKigpUrV3LixAnUajV6vZ7hw4dz4cIF4uLilCMdly9fzqBBgygsLOTdd9/F3d2d//znP/zkJz9h7dq1ODk5UVBQQFJSEiaTiYCAAN566y3atWtHcHAwkZGRfP3117z66qsMHDiQt956i+LiYtq3b8/vfvc7+vTpQ0xMDC+88ALh4eF8/PHHHDp0iN///vfo9Xqee+45QkJCao3n+PHjJCcns3379npz4uJi25cthHAUF0ouNbr9x5ZKtVKRVgghWrdWNVGvPi6xoqKCa9eukZ6eDoCzszObNm3CxcUFo9HIlClTGDNmDGfOnGHz5s1kZGTg4eFh07nmDWmq3D3AqVOn+Pzzz3Fzc2PMmDFMnjyZ3bt3k56ezvbt21m2bBmDBw8mMzMTJycn/vSnP/HHP/4RvV7P1q1biY+PZ/DgwZSVleHs7ExmZiYjR44kJiYGk8mkTLCbUv1HRE5ODgaDgVmzZrFv3z48PT3Ztm0bzs7OfP/99yxcuJCsrCwA/u///o/PPvuMH/3oR0ybNo1//vOfDBw4EL1ezwcffEDv3r2Ji4vjo48+YubMmUr+MzIyAJgxYwZvvfUWTz/9NMeOHeOtt97iww8/5He/+x3Tpk2jR48ebNu2jV27dlmd8/pyYoutJ3Zy807975UjsGViVp8LpZfo4dJ2TnwRzeNC6SUAmagLIUQr1qom6jW3vhw9epQlS5awd+9ezGYzKSkpHDp0CJVKxZUrV7h+/ToHDx4kJCREWXF2c3N76BiaKncPMHDgQH70ox8B8NRTTzFixAgA+vXrR2FhIQCXL19mwYIFXLt2jbt379KjRw8ABg0aRGJiIjqdjvHjx9OpUycGDhzI0qVLuXfvHmPHjsXf39+qWP/5z3/y6quvAtCnTx+6d+/O2bNn8fb2JiEhgVOnTqFSqfj++++Ve37605/y4x//GID+/ftz8eJFXFxc6NGjB7179wYgIiKCnTt3KhP1F198EbB8snH06NFa21nu3r0LWAo6vfnmm0yfPp13333XpveivpzYQqNRozHZtiXncVNdWv5B9HbvycheQ1tt+eT7VY+1vngfhzE0dV9vj56sDF740DGs/FvKA8XQljzOY7OF5MHC5n9vdi4tb4/+5FmwqJkHe7/PtmpVE/WatFotxcXFGI1G8vPzMRqNZGVlodFoCA4OpqKiguY6Ar6iokL5ub5y9+7u7rWub9eunfKzSqVS/l+lUmEyWVY23377bWbOnMmYMWOULScAs2fPZvTo0eTn5xMVFcW2bdsYOnQoO3bsID8/n7i4OGbNmkV4eHiTcTc0/g8++IAuXbqwZ88eqqqq+OlPf1pv7Gq1GpPJ1GQeO3TooPTn6uqq/DF1v//85z+4ublx9erVel9Xq9VKXzVzXl9O+vTp02hMNUX7TZVz1JvhbNy2cr5uZaWJCyWXWLZvTa3fP+wnC/ZU/SmGzSXNK5sudW3t82BNW22ZnBltIXmweJA82LO0vD36k2fB4v482PN9fqzOUTcYDJhMJtzc3CgpKcHT0xONRsPBgweVkvVBQUHk5eVRXFwMYNPWly5dumAwGKiqqmL//v3K75sqd2+tkpISunXrBqCcQFPdvp+fH7NnzyYgIICzZ89y8eJFPD09iYqKYuLEifz73/+2qo+hQ4eSk5MDwNmzZ/nf//6Hj48PJSUldO3aFZVKxZ49e5Q/Hhri4+PDxYsXOXfuHAB79uxh6NChda6rXnnPzc0FLBP3U6dOAfDtt9/y97//nU8//ZStW7fy3//+t8793t7enDhxAoC//OUvjeZEiMdZD5fuDOn2TEuHIYQQopVrVSvq1XvUwTIJTEpKQq1Wo9PpiImJITIyEn9/f3x8fADw9fVl7ty5REdHo1KpGDBgAImJiVb1tWjRIubMmYOXlxe+vr6Ul5cD9Ze7fxC/+tWviI2NpVu3bgQGBnLhwgUA0tPTKSwsRKVS0bdvX0aNGsVnn31GWloaTzzxBB07diQpKcmqPn72s5+xYsUKdDodarWa1atX065dO372s5/xxhtvkJeXx7PPPkvHjh0bbcfZ2ZnVq1cTGxurfJm0oZNz1qxZw8qVK9m8eTP37t3jxRdfxMfHh9/+9resXr2abt26sWTJEpYuXcqHH35YJyfLli3j/fffJzAwUPl9fTkRojH1nfsuq0VCCCEeN07m5to/IkQLuXGjVLa+ONAEtfrEE0ecqDc09pqszYM1bbVljvA8WEPyYPEgebBnaXl79CfPgsX9ebDn+/xYbX0RQgghhBDCkclEXQghhBBCiFbIoSfq/v7+hIWFERoaSkREBEeOHHmgdjIyMpQvjOr1evLy8gCIjo7m+PHjzRbvw6gZl7WWLVvGmTNnAAgODsZoNDZbPMePH+ftt99utvaEEEIIIR43rerLpPZW89z2r776ipSUFHbs2GFzOw198bKtq64W+igMHDiQgQMHPrL2hRBCCCHaOoeeqNdUWlqKq6srYCnsM2/ePG7dusW9e/eIjY1l7NixgOWoxbS0NJycnPDz82PNmjVs3LiRjh07MmvWrAbb12q1HD16FIC8vDwOHDhAYmIiubm5bNq0CZVKRefOnZVqozVt2bKFP//5zzg5OTFq1Ch+/etfc/LkSVasWMHt27d56qmneOedd3jyySfJzMxk165dVFZW0qtXL5KTk5Vz0A8fPswHH3zAtWvXWLx4MSEhIRQWFrJ161bef/99wHKOfEBAAJGRkURHRxMXF1dnQr1nzx62b99OZWUlgYGBrFixArVajVarZfr06Xz55Ze0b9+e1NRUunTpUu8Ya/ZbVFSk/FHg5OTEjh07cHGx/ssWUpm07Zwf3hykkqoQQghH4dAT9erjICsqKrh27Rrp6emA5bjCTZs24eLigtFoZMqUKYwZM4YzZ86wefNmMjIy8PDwsOnc9oakpqaSlpZGt27duHWr7mQzPz+fL774gszMTDp06KD0GRcXx/Llyxk2bBgbNmzg3XffZdmyZYwbN46oqCgA1q1bx+7du4mOjgbg6tWrfPTRR3z33XfExMQQEhJic7wGg4Hc3FwyMjLQaDSsXLmSnJwcwsPDKS8vJzAwkAULFpCcnExmZibz5s1rcoxbt24lPj6ewYMHU1ZWhrOzs00xSWXSh6tM2tY0Vkm1tVaWay7WVjS1Jg8PWh21LXmcx2YLyYOFVCaVZ6GaVCZtI2pufTl69ChLlixh7969mM1mUlJSOHToECqViitXrnD9+nUOHjxISEgIHh4eALi5uT10DFqtFr1ez4QJExg3blyd1wsKCoiMjFRWxasLQJWUlDBs2DAAIiIiiI2NBeD06dOsX7+ekpISysrKGDlypNLW2LFjlbPKr1+//kDxFhQUcOLECSZNmgRY/tjx9PQEQKPR8PzzzwMQEBDA119/bdUYBw0aRGJiIjqdjvHjx9OpUyebYpLKpI555Nb9Y3aEPEhlUus5wvNgDcmDhVQmlWehWlurTOrQE/WatFotxcXFGI1G8vPzMRqNZGVlodFoCA4OpqKiguY6cr6iokL5OSEhgWPHjnHgwAHCw8PJzs7G3d1ded1sNuPk5GR123q9ntTUVPr3709WVhZFRUXKa+3atatzvVqtpqqqqt7Y6mM2m4mIiGDRokV1XtNoNEqsKpVKqYha3xhrmj17NqNHjyY/P5+oqCi2bdtGnz59rB6zEEIIIcTjyKFPfanJYDBgMpmUFWtPT080Gg0HDx7k4sWLAAQFBZGXl0dxcTGATVtfunTpgsFgoKqqiv379yu/P3/+PIGBgcTGxuLu7s7ly5dr3TdixAg++eQTbt++rfTZuXNnXF1dOXz4MGDZMz506FDAsr++a9euVFZWkpOT02Rc3t7eGAwG7t69S0lJCQUFBY1eHxQUxL59+7hx44YST3V+GtLUGM+fP4+fnx+zZ88mICCAs2fPNhm3EEIIIcTjzqFX1Kv3qINlpTgpKQm1Wo1OpyMmJobIyEj8/f3x8fEBwNfXl7lz5xIdHY1KpWLAgAEkJiZa1deiRYuYM2cOXl5e+Pr6Ul5eDkBycjLnzp3DbDYzfPhw+vfvX+u+UaNGcerUKSZOnIhGo2H06NEsXLiQpKQk5cukPXv2ZPXq1QDExsYyefJkvL296devH2VlZY3G5eXlRUhICDqdjqeffpoBAwY0en3fvn2ZP38+r732GlVVVWg0GuLj4/H29m7wnvrGWHOlPz09ncLCQmVbzqhRoxqNQQghhBDCETiZm2s/hxAt5MaNUtmjLvsOHSIP64+8B8D8QXMbvMbaPFjTVlvmCM+DNSQPFg+SB3uWlrdHf/IsWNyfB3u+zw+yR122vgghhBBCCNEKOfREXSqTNk4qkwohhBBCtByH3qMulUkbJ5VJhRBCCCFajkOvqNd0f2XSGTNmEBERgU6nq3VKS3Z2NjqdjtDQUBYvXgzAxo0bSUtLa7R9rVar/JyXl4derwcgNzeXl19+mdDQUF555ZV6792yZYvS59q1awE4efIkUVFR6HQ6Xn/9dX744QcAMjMzmThxIqGhobzxxhvKaTFgqUw6depUxowZo6yuFxYWMmfOHOWahIQEsrKygIY/EdizZw+TJk0iLCyM+Ph45RhGrVbLunXrCA0NJSoqSjmrvb4x1uy3qKiIsLAwwsLCCA8Pp7S0tNFcCiGEEEI4AodeUZfKpI9HZdKtJ3Zy807ddh2FRqNWitfY25BuzzDSe3iL9C2EEEI87hx6oi6VSW3XGiuTajRqNCb1A43ncVFdDt6evr95AY1RTcQzdd/TltJaS0A3l+r3ualxWpMHa9tqyx7nsdlC8mBhax7sXVreHv3Js2BRMw/2fp9t5dAT9ZqkMmnd2OrTGiuTRvtNleMZW+DIrfVH3qOy0tRqjvtyhKPHqj85aWyc1ubBmrbaMkd4HqwhebB4kDzYs7S8PfqTZ8Hi/jzY832W4xkfglQmlcqkQgghhBCtiUOvqEtlUqlMKoQQQgjRWkllUtHmSWXSltv6Aq2nsqUjfKwrlUmt5wjPgzUkDxZSmVSehWptrTKpQ6+oCyEezoWSS8qEz17kpBkhhBCOQvaoCyHajAullzh85V8tHYYQQghhFw69ou7v70+/fv0wm82o1WqWL1/OoEG2f/SRkZFBhw4dCA8PR6/X89xzzxESEkJ0dDRxcXGtogJnzbistWzZMn7+85/Tt29fgoOD2b17t3I05cM6fvw4e/bs4be//W2ztCdaRo/O3e26dcLeq/dCCCFES3LoiXrNc9S/+uorUlJS2LFjh83tTJs2rblDaxVWrVr1yNoeOHBgq/gDRgghhBCitZKtL/+f0tJSXF1dAcsRhzNmzCAiIgKdTlfrOMXs7Gx0Oh2hoaEsXrwYgI0bN5KWltZo+1qtVvk5Ly8PvV4PQG5uLi+//DKhoaG88sor9d67ZcsWpc+1a9cCcPLkSaKiotDpdLz++uv88MMPAGRmZjJx4kRCQ0N54403lGMdAQ4fPszUqVMZM2YMeXl5ABQWFjJnzhzlmoSEBLKysgCIjo7m+PHjdeLZs2cPkyZNIiwsjPj4eOW8dK1Wy7p16wgNDSUqKkopqlTfGGv2W1RURFhYGGFhYYSHh1NaWtpoLoUQQgghHIFDr6hXH89YUVHBtWvXSE9PB8DZ2ZlNmzbh4uKC0WhkypQpjBkzhjNnzrB582YyMjLw8PCw6Rz1hqSmppKWlka3bt24detWndfz8/P54osvyMzMpEOHDkqfcXFxLF++nGHDhrFhwwbeffddli1bxrhx44iKigJg3bp17N69m+joaACuXr3KRx99xHfffUdMTIxN22CqGQwGcnNzycjIQKPRsHLlSnJycggPD6e8vJzAwEAWLFhAcnIymZmZzJs3r8kxbt26lfj4eAYPHkxZWRnOzs42xbT1xE5u3qnbrqPQaNRK8Rp7ulB6iR4u3e3erxBCCOEoHHqiXnPry9GjR1myZAl79+7FbDaTkpLCoUOHUKlUXLlyhevXr3Pw4EFCQkKUfdpubm4PHYNWq0Wv1zNhwgTGjatbir2goIDIyEg6dOig9FlSUkJJSQnDhg0DICIigtjYWABOnz7N+vXrKSkpoaysjJEjRyptjR07VjmrvHq121YFBQWcOHGCSZMmAZY/djw9PQFLZdLnn38egICAAL7++murxjho0CASExPR6XSMHz+eTp062RSTRqNGY1I/0HgeF9Xl4O2pt3tPRvYaateyy02VvW+tJaCbS1Pjr2ZNHqxtqy17nMdmC8mDha15sHdpeXv0J8+CRc082Pt9tpVDT9Rr0mq1FBcXYzQayc/Px2g0kpWVhUajITg4mIqKCprryPmKigrl54SEBI4dO8aBAwcIDw8nOzsbd3d35XWz2YyTk5PVbev1elJTU+nfvz9ZWVm1Cgu1a9euzvVqtZqqqqp6Y6uP2WwmIiKCRYsW1XlNo9EosapUKmVLTH1jrGn27NmMHj2a/Px8oqKi2LZtG3369LF6zNF+U+Uc9RY8G9eefTdW9r6l82APjY2/mrV5sKattswRngdrSB4sHiQP9iwtb4/+5FmwuD8P9nyf5Rz1h2AwGDCZTMqKtaenJxqNhoMHD3Lx4kUAgoKC+NWvfsXMmTNxd3fn5s2bVq+qd+nSBYPBQO/evdm/f7+yanz+/HkCAwMJDAzkyy+/5PLly7Um6iNGjCA1NZWXX35Z2fri5uaGq6srhw8fZsiQIezZs4ehQ4cClv31Xbt2pbKykpycHLp169ZoXN7e3hgMBu7evUtFRQUFBQUMHjy4weuDgoKYN28eM2fOxNPTk5s3b1JWVtZoZdL6xnj/635+fvj5+fGvf/2Ls2fP2jRRF46lobPbH+UWIDm7XQghREtw6Il69R51sKwUJyUloVar0el0xMTEEBkZib+/Pz4+PgD4+voyd+5coqOjUalUDBgwgMTERKv6WrRoEXPmzMHLywtfX1/Ky8sBSE5O5ty5c5jNZoYPH07//v1r3Tdq1ChOnTrFxIkT0Wg0jB49moULF5KUlMSKFSu4ffs2PXv2ZPXq1QDExsYyefJkvL296devH2VlZY3G5eXlRUhICDqdjqeffpoBAwY0en3fvn2ZP38+r732GlVVVWg0GuLj4xudqNc3xpor/enp6RQWFirbckaNGtVoDELY04XSSwAyURdCCGF3Tubm2qc6sO4AACAASURBVM8hRAu5caNUtr44yMeZjZW9f1R5aKxPe7MmFmvz0JrG9Sg40r+LxkgeLB4kD/YsLW+P/uRZsLg/D/Z8nx9k64sczyiEEEIIIUQrJBN1IYQQQgghWiGHnqj7+/sTFhZGaGgoERERHDly5IHaycjIUE4y0ev1SjGhhgoGtYSacVlr2bJlnDlzBoDg4GCMRmOzxXP8+HHefvvtZmtPCCGEEOJx49BfJq15jvpXX31FSkoKO3bssLmdadOmNXdorcKqVaseWdsDBw5k4MCBj6x9IYQQQoi2zqFX1GsqLS3F1dUVsBxxOGPGDCIiItDpdOzfv1+5Ljs7G51OR2hoKIsXLwZg48aNpKWlNdq+VqtVfs7Ly0Ov1wOQm5vLyy+/TGhoKK+88kq9927ZskXpc+3atQCcPHmSqKgodDodr7/+Oj/88AMAmZmZTJw4kdDQUN544w1u376ttHP48GGmTp3KmDFjlNX1wsJC5syZo1yTkJBAVlYW0PAnAnv27GHSpEmEhYURHx+vnJeu1WpZt24doaGhREVFKUWV6htjzX6LiooICwsjLCyM8PBwSktLG82lEEIIIYQjcOgV9erjGSsqKrh27Rrp6ekAODs7s2nTJlxcXDAajUyZMoUxY8Zw5swZNm/eTEZGBh4eHty8efOhY0hNTSUtLY1u3bpx69atOq/n5+fzxRdfkJmZqZyjDhAXF8fy5csZNmwYGzZs4N1332XZsmWMGzeOqKgoANatW8fu3buJjo4G4OrVq3z00Ud89913xMTEEBISYnO8BoOB3NxcMjIy0Gg0rFy5kpycHMLDwykvLycwMJAFCxaQnJxMZmYm8+bNa3KMW7duJT4+nsGDB1NWVoazs7NNMW09sZObd+q26yge5fnhrc2F0kv0cOne0mEIIYQQduHQE/WaW1+OHj3KkiVL2Lt3L2azmZSUFA4dOoRKpeLKlStcv36dgwcPEhISgoeHB4DVxY4ao9Vq0ev1TJgwgXHjxtV5vaCggMjISDp06KD0WVJSQklJCcOGDQMgIiKC2NhYAE6fPs369espKSmhrKyMkSNHKm2NHTtWOau8erXbVgUFBZw4cYJJkyYBlj92PD09AUtl0ueffx6AgIAAvv76a6vGOGjQIBITE9HpdIwfP14pBmUtjUaNxqR+oPE8LqrLwT/uerv3ZGSvoQ2Wen4UJaA1GjXf37zApuNbGr1uZK+hjO3z/zR7//fHAk2P05o8WNtWW/Y4j80WkgcLW/Ng79Ly9uhPngWLmnmw9/tsK4eeqNek1WopLi7GaDSSn5+P0WgkKysLjUZDcHAwFRUVNNeR8xUVFcrPCQkJHDt2jAMHDhAeHk52dnatyqRmsxknJyer29br9aSmptK/f3+ysrJqFRZq165dnevVajVVVVX1xlYfs9lMREQEixYtqvOaRqNRYlWpVMqWmPrGWNPs2bMZPXo0+fn5REVFsW3bNpsqk0b7TZVz1B3sbNz6xvuo8lBZacJcZW70U4sLpZeorDQR6PpMs/d/fyzQeKlra/NgTVttmSP+u6iP5MHiQfJgz9Ly9uhPngWL+/Ngz/dZzlF/CAaDAZPJpKxYe3p6otFoOHjwIBcvXgQgKCiIvLw8iouLAWza+tKlSxcMBgNVVVW19ryfP3+ewMBAYmNjcXd35/Lly7XuGzFiBJ988omy1/zmzZt07twZV1dXDh8+DFj2jA8dOhSw7K/v2rUrlZWV5OTkNBmXt7c3BoOBu3fvUlJSQkFBQaPXBwUFsW/fPm7cuKHEU52fhjQ1xvPnz+Pn58fs2bMJCAjg7NmzTcYthD316Nyd+YPmNvifbMcRQgjxKDj0inr1HnWwrBQnJSWhVqvR6XTExMQQGRmJv78/Pj4+APj6+jJ37lyio6NRqVQMGDCAxMREq/patGgRc+bMwcvLC19fX8rLywFITk7m3LlzmM1mhg8fTv/+/WvdN2rUKE6dOsXEiRPRaDSMHj2ahQsXkpSUxIoVK7h9+zY9e/Zk9erVAMTGxjJ58mS8vb3p168fZWVljcbl5eVFSEgIOp2Op59+mgEDBjR6fd++fZk/fz6vvfYaVVVVaDQa4uPj8fb2bvCe+sZYc6U/PT2dwsJCZVvOqFGjGo1BCCGEEMIROJmbaz+HEC3kxo1S2foiH2c+sjysP/IeAPMHzX2oa+wVi7V5sFfMLUX+XVhIHiweJA/2LC1vj/7kWbC4Pw/2fJ9l64sQQgghhBCPiVY5Ud+8eTMvvfQSOp2OsLAwjh07BsAHH3xQ61zwh1VYWPjA1Ujbkv379ysVRgE2bNjAN99880Bt/fKXv6z3iEVrzpIXQgghhBDWa3V71I8ePcqBAwf49NNPadeuHUajkcrKSgA+/PBDQkNDlaMKazKZTKjVth1RV1RURMeOHRk0yD4fa7WU/fv389xzz9G3b18A5SjHB7FlS+NH1AkhhBBCiObR6ibq165dw93dXTlKsPrM8g8//JCrV68yY8YM3Nzc2L59O1qtlpkzZ/KPf/yDJUuW0L59exITEykvL8fd3Z3Vq1fzox/9iOjoaPr378/x48cpLS3lnXfewcPDg48//hiVSsWf//xnli9fjpeXF0uXLsVoNOLh4cHq1avp3r07er0eZ2dnvvvuOy5dusTq1av59NNP+de//kVgYCCJiYn86U9/4vTp0yxduhSwVAg1GAz85je/ITs7m7S0NJycnPDz82PNmjUYjUZWrFjBpUuXAFi6dCmDBw+mqKiIVatWAeDk5MSOHTtwcam9n2nevHlcvnyZiooKpk+fzpQpUwDLEZPTp0/nyy+/pH379qSmpnL+/Hn+9re/UVRUxObNm9m4cSOpqak899xzhISEUFBQQFJSEiaTiYCAAN566y0qKiqYNGkSmzdvxsfHh4ULFzJ8+HCioqIIDg5m9+7deHh4sHnzZrKzs/Hy8sLDw4Of/OQnyth37dpFZWUlvXr1Ijk5mQ4dOqDX63FxceHEiRNcu3aNxYsXExISwtWrV1mwYAGlpaWYTCZWrlzJkCFDHv3DJoQQQgjRirW6ifqIESPYtGkTL7zwAkFBQbz44osMGzaM6dOn88EHH5Cenq5M3svLy/H19SU2NpbKykqio6NJTU3Fw8ODzz//nHXr1imnody+fZuPP/6YQ4cOsXTpUvbu3cvUqVPp2LEjs2bNAmDu3LmEh4cTERHB7t27efvtt0lNTQXg1q1bfPjhh3zxxRfMnTuXjIwMfH19mTRpEidPnuSll14iNDSUxYsXo9FoyMrK4q233uL06dP1VjNdtWoVM2bMYMiQIVy6dIlZs2aRm5trVZXOd955Bzc3N+7cucOkSZMYP3487u7uDVYGDQ4OVibmNVVUVKDX6/nggw/o3bs3cXFxfPTRR8ycOZP4+Hh+85vfMH36dH744Qel2mm1EydO8Pnnn5OdnY3JZCIiIkKZqNtaHXXv3r2MHDmSmJgYTCaTzdubpDKp41QmbcyjyoNUQxVCCNFSWt1EvVOnTmRlZXH48GEKCwtZsGABixYtIjIyss61arWaF154AYCzZ8/yn//8h5///OcAVFVV0bVrV+Xal156CYChQ4dSWlpa7z7ro0ePsnHjRgDCwsJYs2aN8trzzz+vrIh36dIFPz8/wHJc4cWLF/H392f48OEcOHAAHx8fKisr8fPzY/v27fVWM/3mm29q7RsvLS2ltLTUqiqd27dv569//SsA//vf/zh37hzu7u4NVgZtyNmzZ+nRowe9e/cGLBVOd+7cycyZMxkxYgR5eXkkJCQo1VtrOnz4MGPHjlW2IQUHByuv2VoddeDAgSxdupR79+4xduxY/P39G437flKZ1HEqkzblUeShqWqoNft91JXtpDKpbR7nsdlC8mAhlUnlWagmlUkfklqt5tlnn+XZZ5+lX79+ZGdn1ztRd3Z2Vvalm81mfH192bVrV71t3l/d05pqnzWvqd6K4+TkVKvCp0ql4t69ewBMnjyZ9957Dx8fHyXehk6/rKqqYteuXbRv377W75uq0llYWMg333zDrl276NChA9HR0Uo10YYqgzaksZM5q6qqMBgMODs7c/PmTX784x/XuaahHNpaHXXo0KHs2LGD/Px84uLimDVrFuHh4Y3GXpNUJpUjt+DR56Gxtu1V5VMqk1pP/l1YSB4spDKpPAvVpDLpQ/ruu+/4/vvvlf8/efIk3btbPnbu1KlTgwV8evfujdFo5OjRowBUVlZy+vRp5fXPP/8csKwEd+7cmc6dO9dpT6vV8tlnnwGQk5PD4MGDbYo9MDCQy5cvs3fvXl5++WWg4WqmI0eOZMeOHbXGCU1X6SwpKeHJJ5+kQ4cOGAwG/vWvfzUZV0N58/Hx4eLFi5w7dw6oXeH0gw8+oE+fPqSkpLB06VLlC73Vhg4dyl//+lfu3LlDaWkpX375pfKardVRL168iKenJ1FRUUycOJF///vfTd4jhBBCCPG4a3Ur6uXl5bz99tvcunULtVpNr169SEhIACAqKopf/vKXdO3ale3bt9e6r127dvzhD3/g7bffpqSkBJPJxIwZM/D19QXgySefZOrUqcqXScGyneXNN9/kiy++YPny5fz2t79l6dKlpKWlKV8mtdWECRM4efIkTz75JNBwNdNly5aRkJCATqfDZDIxZMgQEhISmqzSOWrUKD7++GN0Oh29e/fmmWeeaTKmF198keXLl7N9+3b+8Ic/KL93dnZm9erVxMbGKl8mnTZtGmfPnuVPf/oTf/rTn3BxcWHo0KFs3ryZN998U7n3Jz/5CS+++CJhYWF4e3vX+qPG1uqoRUVFpKWl8cQTT9CxY0eSkpKsyrUQQgghxOPMISqTRkdHExcXx8CBAx95X3PmzGHmzJkEBQU98r6EhVQmlY8zoWXzIJVJWx/5d2EhebCQyqTyLFSTyqQO6tatW7zwwgs4OzvLJF0IIYQQQjy0Vrf15VG4f5vMo+Dq6sq+ffseeT9CCCGEEMIxyIq6EEIIIYQQrZBM1EWzuXPnDq+++ionTpxgypQpvPTSS+h0OuXEHYCCggIiIiJ4+eWXWbJkiXK05Zdfflnri65CCCGEEI5OJuqi2XzyySeMGzeOTp06kZSUxGeffcYf//hH3nnnHW7dukVVVRV6/f/L3p3H13jt/f9/7b27JSFBgjqEEkTQOBFEOfyoCKK1sxMiuNvg1KOmDjEcpNyG5oEMegxViR6NoYaQakSjpHcpOW2RNKUtPfo9xFTU1EhlIIlk//7YJ9dJZJBhZ2f6PB+P+34k+7quda219tVjZe211zuQNWvWcPDgQdq2bcv+/fsBePHFF/nqq68qnEpaGvV/nuyCrd4Lb/muUhmPFz5HrS5+beHr1OqiPxf25PVPHitty/4n6ySEEEIIUViDWKMuzCMuLo733nuPdu3aKa+1bt0aOzs7UlNTefz4MY0aNVKSUAcOHMiHH37IuHHjUKlU9OvXj2PHjvHSSy9V6L5bzu0i7dEDVCp4/Pgx+fl55OfnYwAwGFCpVGg0GvINBgz5+UrQk+aZZ8BgUF5XqVRKiFN+fj5qjQbNf4Kj8v9znUqtRq1SoVarUalU5OXnG4OlDAbUajUazTNoNBoMBgOP8x6Tn5cPFBzToFKp/1M/w3/uZaBg3yXVf8o1hniVf+Su1WqU8JqK6Nu6F4Ps+1f4OiGEEEKYhwzUhUnk5OTw66+/FhmkA/z000/k5uby3HPPoVKpePz4MWfPnqVnz57Ex8dz69Yt5VxnZ2e+//77Cg/UtVoN2jxjQm2+wTgwRvn/xiGvWq2G/HwMajUGgwHDf15HpTJ+rPSfhFtUqv++/p+Be8EAukDBIF2lVqM2GJTpdON5KjQa4+8Gg3HwX/DHglqtRq3RoMoDtdoAKhWG/Hzl2oKyn9E+U4Fh+n/7oCKupF1Hm6rBp9fwCt6pdqupCOiC/q/u+5f3PuWph7nqXJPqc9sqQvrBqKL9YO5oeXPcT54Fo8L9YO73uaJkoC5M4v79+9jYFH3I79y5w/z58wkNDVUGumvWrCE4OJicnBwGDhz4n9ljoxYtWnDnzp0K39vfaYLso17BvXHXnd5Ebm5evdpTtyb3CC74RKO671+e+5S3H8xV55oie0YbST8YVaYfzBktb477ybNg9GQ/mPN9rsw+6jJQFyZhaWlJTk6O8ntGRgbTp09n9uzZRdJTXV1d2b17NwDffPMNV65cUY5lZ2djYWFhtjoLIYQQQtRm8mVSYRLNmjUjLy+P7OxscnJyeOONN9Dr9YwaNarIeb///jtgXCqzefNmJkyYoBy7cuUKXbt2NWu9hRBCCCFqK5lRFyYzcOBAvv/+e+7evUtycjJpaWnKri4hISF0796djz76iOPHj5Ofn8/EiROLpLgmJiYyd+7cmqp+g3M9/aYSI18a+cKpEEIIUXNkoC5M5tVXX2Xr1q2sXr0avV5f4jkLFy5k4cKFxV6/d+8ejx49wsnJqbqrKcrpesZNABmoCyGEEDVEBurCZHr06MELL7xAXl5ekS+JlsfNmzcJDAysppqJkrSzacvs3jNKPf602XYhhBBCVK9auUY9IiJCSbXU6/X8+OOPAGzbts1kgThgXGpx+vRpk5VXWx05coSLFy8qv69fv54TJ05UqqzXX3+dBw8eFHt9w4YNREZG4uvrW+FBOsCf//xnunfvXqk6CSGEEELUR7VuRv3MmTMcP36c/fv306hRI1JTU8nNzQXg448/xsvLCysrq2LXVWYWNykpicaNG9O7d2+T1L22OnLkCC+++CJdunQBICAgoNJlbd682VTVEkIIIYQQZah1A/W7d+9ia2tLo0aNALCzswOMg/Q7d+4wefJkmjdvzo4dO3B1dWXKlCl88803LFy4EEtLS0JCQsjKysLW1pbg4GCeffZZ/P396datG2fPniUjI4NVq1ZhZ2fHnj17UKvVfPbZZyxZsoQ2bdqwaNEiUlNTsbOzIzg4mLZt2xIYGIiFhQWXLl3i5s2bBAcHs3//fn744QdcXFwICQnhk08+4cKFCyxatAiA6OhoUlJSeOedd4iNjSUyMhKVSoWTkxOrV68mNTWVZcuWcfOmcR3wokWL6NOnD0lJSaxcuRIwhuDs3LkTa+uie27OmjWLW7dukZ2dzaRJkxg/fjxg3Ppw0qRJHDt2DEtLS8LDw7l27RpfffUVSUlJREREsGHDBsLDw3nxxRfx9PTk5MmThIaGkpeXh7OzM++++y7Z2dn4+voSERFBp06dmDt3Lv3798fPzw93d3f27duHnZ0dERERxMbG0qZNG+zs7Hj++eeVtu/du5fc3Fw6dOhAWFgYVlZWBAYGYm1tzblz57h79y7z58/H09OTO3fuMGfOHDIyMsjLy2P58uX07du3+h82IUyoPF/OrfI9Mm7Szrpttd5DCCFE7VHrBuoDBw5k48aNjBw5kgEDBvDSSy/Rr18/Jk2axLZt29i+fbsyeM/KysLR0ZGAgAByc3Px9/cnPDwcOzs7Dh06xNq1awkODgbg4cOH7Nmzh++++45FixZx8OBBJkyYQOPGjZk6dSoAM2bMwNvbGx8fH/bt28eKFSsIDw8H4MGDB3z88cccPXqUGTNmEBUVhaOjI76+vpw/f56XX34ZLy8v5s+fj1arJSYmhnfffZcLFy4QERFBVFQUdnZ2pKWlAbBy5UomT55M3759uXnzJlOnTuXw4cNs2bKFpUuX0qdPHzIzM0vcV3zVqlU0b96cR48e4evry4gRI7C1tSUrKwsXFxfmzJlDWFgY0dHRzJo1C3d3d2VgXlh2djaBgYFs27YNBwcHFixYwO7du5kyZQpLly7lnXfeYdKkSfzxxx/4+fkVufbcuXMcOnSI2NhY8vLy8PHxUQbqw4cPV85fu3Yt+/btw9/fHzCGIO3evZtLly4xc+ZMPD09OXjwIIMGDWLmzJnk5eVVeHnTlnO7SHtUfDlOQ6HVapTwmvKSAV/d1M66LX1b93r6iUIIIeqFWjdQb9KkCTExMSQnJ5OYmMicOXOYN28eY8aMKXauRqNh5MiRAFy+fJl///vf/PWvfwUgPz+fVq1aKee+/PLLALi5uZGRkVHiOuszZ86wYcMGAPR6PatXr1aODR06VJkRb9mypbI7SZcuXbhx4wbdu3enf//+HD9+nE6dOpGbm4uTkxM7duzA09NT+eOiefPmAJw4caLIuvGMjAwyMjLo3bs3ISEh6HQ6RowYQZMmTYrVc8eOHXz55ZcA/Pbbb1y9ehVbW1u0Wi1Dhw4FwNnZmW+//bbMvr58+TLt2rXDwcEBAB8fH3bt2sWUKVMYOHAg8fHxBAUFceDAgWLXJicn4+HhoSxDcnd3V45duHCBdevWkZ6eTmZmJoMGDVKOeXh4oFar6dKlC/fu3QOgZ8+eLFq0iMePH+Ph4VHhteparQZtXsXXxdcnBXHw5eVg255BHdzKjEyuixHzNVVXrVaDg117lrvXju1Fy9MPdfH9raj63LaKkH4wqmg/mDta3hz3k2fBqHA/mPt9rqhaN1AH4wD8hRde4IUXXqBr167ExsaWOFC3sLBQ1qUbDAYcHR3Zu3dviWWqVKoyf3/aNQVLcVQqlfIzgFqt5vHjxwCMGzeOTZs20alTJ6W+BkPJ0fb5+fns3bsXS0vLIq9PmzaNIUOGkJCQgJ+fH1u3bqVz587K8cTERE6cOMHevXuxsrLC39+f7OxsALRarVJntVpNXl7Zs6yl1a2gfikpKVhYWJCWlsaf/vSnYueU1oeBgYGEh4fTrVs3YmJiSEpKUo4V7rsCbm5u7Ny5k4SEBBYsWMDUqVPx9vYus+6F+TtNID+/9LbUd1WJhS7rutzcPK6n32TxF6tLPccUTLVXe03GYxd8olEb4rnL2w+1qc7VQeLSjaQfjCrTD+aMljfH/eRZMHqyH8z5PqvVKlq0sH76iYWvqaa6VNqlS5eKxMqfP3+etm2NH9E3adKEzMzMEq9zcHAgNTWVM2fOAJCbm8uFCxeU44cOHQKMM8E2NjbY2NgUK8/V1ZXPP/8cgLi4OPr06VOhuru4uHDr1i0OHjzI6NGjARgwYADx8fHcv38fQFn6MmjQIHbu3FmknQDXrl3DycmJadOm4ezszOXLl4vcIz09nWbNmmFlZUVKSgo//PDDU+tVWr916tSJGzducPXqVQAOHDiAm5sbYNxhp3PnzqxZs4ZFixYpX+gt4ObmxpdffsmjR4/IyMjg2LFjyrHMzExatWpFbm4ucXFxT63fjRs3aNGiBX5+fowdO5aff/75qdeI+uF6xk2Sbz/9GRZCCCEaolo3o56VlcWKFSt48OABGo2GDh06EBQUBICfnx+vv/46rVq1YseOHUWua9SoEe+//z4rVqwgPT2dvLw8Jk+ejKOjI2CMuJ8wYYLyZVIwLmd5++23OXr0KEuWLOF///d/WbRoEZGRkcqXSStq1KhRnD9/nmbNmgHg6OjIjBkz8Pf3R61W06NHD0JCQli8eDFBQUHodDry8vLo27cvQUFBbN++ncTERGV5yODBg4uUP3jwYPbs2YNOp8PBwYFevZ6+XvWll15iyZIl7Nixg/fff1953cLCguDgYAICApQvk06cOJHLly/zySef8Mknn2BtbY2bmxsRERG8/fbbyrXPP/88L730Enq9Hnt7+yJ/1AQEBDBu3Djs7e3p2rVrqX9cFUhKSiIyMpJnnnmGxo0bExoaWq6+FtXvaXutV5Xs1S6EEEKUTmUoa/1DPeHv78+CBQvo2bNntd9r+vTpTJkyhQEDBlT7vYTR779nyNKXavjIrmAQbY6BuinuUZMf65qjr8qrvP1Qm+pcHeRjfiPpB6PK9EPoLmPOysJXzLOFc3XfT54Foyf7wZzvc71Y+lJXPXjwgJEjR2JhYSGDdCGEEEIIUWW1cqBu6mTSHTt2lDibbspk0qZNm/LFF18UWVpSW5SVTOru7k5qamqxa6KiooiNjS2z3JiYGG7fvq38vnjx4iL3EUIIIYQQlVfr1qhLMqnpVSaZdOLEiU89Z//+/Tg6OtK6dWsAJahJCCGEEEJUXa0bqEsyqXmTSQEiIyNJTEwE4O9//zsdOnRgw4YNShjU+fPnWbZsGQ8fPuS5555j1apVnDx5knPnzvG3v/0NS0tL9u7dy+uvv658F+Cf//wna9euJS8vD1tbW7Zv316kTIDRo0ezadMm7OzsmD17Nrdu3SI/P59Zs2bx0ksvVedjJoQQQghR69W6gbokk5ovmbSAtbU1+/btIzY2llWrVvHhhx8WOb5gwQKWLFlCv379WL9+PR988AGLFy9m165dJX5JNzU1lSVLlrBz507at2+vtLk0X3/9Nc8++yz/+Mc/AOMWlBUhyaQVTyYtD0kvFUIIIWpWrRuoSzKp+ZJJCxTs+f7yyy8X25IyPT2d9PR0+vXrBxjTS5+2dOaHH36gb9++tG/fvkibS9O1a1dCQ0NZvXo1Q4cOpW/fvuWqdwFJJq14Mml5lCe9tKpMnY5Zk8mkNXn/J0kyqVF9bltFSD8YSTKpPAsFJJm0iiSZ1DzJpNXFYDCU2L8ajYb8/Hzl94J6Ozg4EBMTQ0JCAn//+98ZOHAgb775ZrnvJ8mk1bvlVnWWbcr005I+WTBV6unT1KaUT0kmNZKt6IykH4wkmVSehQKSTFpFkkxqvmTSAocPHwaMfeTq6lrkmI2NDU2bNiU5ORkoml5aWrmurq589913/Prrr0XabG9vz7/+9S8Afv75Z65fvw7A7du3sbKyQq/XM3XqVOUcIapCUk+FEELUdbVuRl2SSc2XTFogJyeHcePGkZ+fz5o1a4odDw0NVb5M2r59e6VffHx8WLZsmfJl0gJ2dnYEBQXx1ltvkZ+fT4sWLdi6dSsjR47kwIED6PV6evbsSceOHQH497//TVhYGGq1mmeeeYbly5eXt7tFPWCq9NMnZ0kk9VQIIURdJ8mkJibJpOYniRm3EAAAIABJREFUyaR19+PM6kwmNWfyZm1K+ZRkUqO6/N+FKUk/GEkyqTwLBSSZtIGSZFIhhBBCCGFKtW7pS3V4cplMdShIJhVCCCGEEMIUGvSMevfu3dHr9Xh5eeHj48Pp06crVU5UVBSxsbEABAYGEh8fDxiX3Jw9e9Zk9a2KwvUqr8WLFytbSLq7u5Oammqy+pw9e5YVK1aYrDwhhBBCiPqmQcyol8bS0pIDBw4AxtCdNWvWFNmJpbwmTpxo6qrVCgUJqdWhZ8+eZvnOgBBCCCFEXdWgZ9QLy8jIoGnTpgBkZmYyefJkfHx80Ol0HDlyRDkvNjYWnU6npJACbNiwgcjIyDLLL7ztYXx8PIGBgYBxa8TRo0fj5eXFK6+8UuK1mzdvVu753nvvAcbtHP38/NDpdLzxxhv88ccfAERHRzN27Fi8vLx46623ePjwoVJOcnIyEyZMYNiwYcrsemJiItOnT1fOCQoKIiYmBij9E4EDBw7g6+uLXq9n6dKlyn7trq6urF27Fi8vL/z8/Lh3716pbSx836SkJPR6PXq9Hm9vbzIyMsrsSyGEaVxPv8m605uK/d83N07VdNWEEELQwGfUHz16hF6vJzs7m7t377J9+3bAGKS0ceNGrK2tSU1NZfz48QwbNoyLFy8SERFBVFQUdnZ2yv7gVREeHk5kZCStW7cuMS01ISGBo0ePEh0djZWVlXLPBQsWsGTJEvr168f69ev54IMPWLx4McOHD8fPzw+AtWvXsm/fPvz9/QG4c+cOu3fv5tKlS8ycORNPT88K1zclJYXDhw8TFRWFVqtl+fLlxMXF4e3tTVZWFi4uLsyZM4ewsDCio6OZNWvWU9u4ZcsWli5dSp8+fcjMzMTCwqJCddpybhdpj4qX21CUFPRTV1zPuEk767Y1XQ1RyPWMmwBmCYoSQghRtgY9UC+89OXMmTMsXLiQgwcPYjAYWLNmDd999x1qtZrbt29z7949Tp06haenJ3Z2dgA0b968ynVwdXUlMDCQUaNGMXz48GLHT548yZgxY7CyslLumZ6eTnp6Ov369QOM+5kHBAQAcOHCBdatW0d6ejqZmZkMGjRIKcvDw0PZn71gtruiTp48yblz5/D19QWMf+y0aNECMCajDh06FABnZ2e+/fbbcrWxd+/ehISEoNPpGDFiBE2aNKlQnbRaDdo8TaXaU18UxMHXNQ627RnUwc1k0c1FYqG15ouFNue9yqM89dBqNTjYtWe5+9wiry//ak25y6jt6kMbTEH6waii/WDuaHlz3E+eBaMi/1aY+X2uqAY9UC/M1dWV+/fvk5qaSkJCAqmpqcTExKDVanF3dyc7OxtTbTmfnZ2t/BwUFMSPP/7I8ePH8fb2JjY2FltbW+W4wWBApVKVu+zAwEDCw8Pp1q0bMTExJCUlKccaNWpU7HyNRkN+fn6JdSuJwWDAx8eHefPmFTum1WqVuqrVamVJTEltLGzatGkMGTKEhIQE/Pz82Lp1K507dy53m/2dJsg+6nV8b1xT1L9YLHSu+WKhzXmvpynv81BanWtTW6qiPvx3YQrSD0aV6QdzRsub437yLBgV+7fCjO+z7KNeBSkpKeTl5Skz1i1atECr1XLq1Clu3LgBwIABA4iPj+f+/fsAFVr60rJlS1JSUsjPzy+y5v3atWu4uLgQEBCAra0tt27dKnLdwIED+fTTT5W15mlpadjY2NC0aVOSk5MB45pxNzc3wLi+vlWrVuTm5hIXF/fUetnb25OSkkJOTg7p6emcPHmyzPMHDBjAF198we+//67Up6B/SvO0Nl67dg0nJyemTZuGs7Mzly9ffmq9hRBCCCHquwY9o16wRh2MM8WhoaFoNBp0Oh0zZ85kzJgxdO/enU6dOgHg6OjIjBkz8Pf3R61W06NHD0JCQsp1r3nz5jF9+nTatGmDo6MjWVlZAISFhXH16lUMBgP9+/enW7duRa4bPHgwv/zyC2PHjkWr1TJkyBDmzp1LaGgoy5Yt4+HDh7Rv357g4GAAAgICGDduHPb29nTt2pXMzMwy69WmTRs8PT3R6XR07NiRHj16lHl+ly5dmD17Nq+99hr5+flotVqWLl2Kvb19qdeU1MbCM/3bt28nMTFRWZYzePDgMusghBBCCNEQqAymWs8hRA35/fcMWfoiH2cW64d1pzcBMLv3jGq/tznv9TTlfR5Kq3NtaktVyH8XRtIPRpXpB3NGy5vjfvIsGD3ZD+Z8n2XpixBCCCGEEPVEg176IoSo3wr2Ca/2+8g2k0IIIaqBzKgLs3j06BGvvvoq586dY/z48bz88svodDoOHTqknDNnzhyuXLlSc5UUopLaWbelb+teNV0NIYQQ9YzMqAuz+PTTTxk+fDhNmjQhNDSUjh07cvv2bcaOHcugQYNo2rQpEydO5KOPPmLFihU1XV1RT7SzaVvn11oLIYRouGRGXZhFXFwcw4YNw8HBgY4dOwLQunVr7OzsSE1NBaBv376cOHGCx48f12BNhRBCCCFqB5lRF9UuJyeHX3/9lXbt2hV5/aeffiI3N5fnnnsOMIYkdejQgV9++QVnZ+dyl7/l3C7SHj0waZ3rEq1Wo4TUVFXf1r0kOl4IIYSoJWSgLqrd/fv3sbEpGs17584d5s+fT2hoKGr1fz/YsbOz486dOxUqX6vVoM3TmKSudVVBhH1VXEm7jjZVg0+v4SaoUc0oEgutrd2x0NWpPG0urX/qU7/VhzaYgvSDUUX7wdzR8ua4nzwLRkX+rTDz+1xRMlAX1c7S0pKcnBzl94yMDKZPn87s2bPp1avoF/BycnKwtLSsUPn+ThNkH3UT7I277vQmcnPz6uw+u8VioXPNG/9dW5T3eSitf+pLv8me0UbSD0aV6QdzRsub437yLBgV+7fCjO9zZfZRl4G6qHbNmjUjLy+P7OxsVCoVb7zxBnq9nlGjRhU798qVK3Tp0qUGaimEEEIIUbvIQF2YxcCBA/n++++5e/cuycnJpKWlsX//fgBCQkLo3r079+7dw8LCgmeffbaGayuEEEIIUfNkoC7M4tVXX2Xr1q2sXr0avV5f4jkHDx5k/PjxZq6ZKKwyAUHyBVQhhBCiesj2jMIsevTowQsvvEBeXum7k9jY2ODj42PGWomqup5xk+TbP9R0NYQQQoh6SWbUhdn4+vqWeXzs2LFmqokoTUUDgio6+y6EEEKI8quVM+oRERFKxLxer+fHH38EYNu2bTx8+NBk90lMTOT06dMmK6+2OnLkCBcvXlR+X79+PSdOnKhUWa+//joPHhTfs3zDhg1ERkZWuo5CCCGEEKKoWjejfubMGY4fP87+/ftp1KgRqamp5ObmAvDxxx/j5eWFlZVVsevy8vLQaCq2l3RSUhKNGzemd+/eJql7bXXkyBFefPFFZTeVgICASpe1efNmU1VLCCGEEEKUodYN1O/evYutrS2NGjUCjAE4YByk37lzh8mTJ9O8eXN27NiBq6srU6ZM4ZtvvmHhwoVYWloSEhJCVlYWtra2BAcH8+yzz+Lv70+3bt04e/YsGRkZrFq1Cjs7O/bs2YNareazzz5jyZIltGnThkWLFpGamoqdnR3BwcG0bduWwMBALCwsuHTpEjdv3iQ4OJj9+/fzww8/4OLiQkhICJ988gkXLlxg0aJFAERHR5OSksI777xDbGwskZGRqFQqnJycWL16NampqSxbtoybN28CsGjRIvr06UNSUhIrV64EQKVSsXPnTqyti+65OWvWLG7dukV2djaTJk1SvoDp6urKpEmTOHbsGJaWloSHh3Pt2jW++uorkpKSiIiIYMOGDYSHh/Piiy/i6enJyZMnCQ0NJS8vD2dnZ959912ys7Px9fUlIiKCTp06MXfuXPr374+fnx/u7u7s27cPOzs7IiIiiI2NpU2bNtjZ2fH8888rbd+7dy+5ubl06NCBsLAwrKysCAwMxNramnPnznH37l3mz5+Pp6cnd+7cYc6cOWRkZJCXl8fy5cvp27dvuZ8ZSSY1TTLp9YybtLNua4IaCSGEEMIUat1AfeDAgWzcuJGRI0cyYMAAXnrpJfr168ekSZPYtm0b27dvVwbvWVlZODo6EhAQQG5uLv7+/oSHh2NnZ8ehQ4dYu3YtwcHBADx8+JA9e/bw3XffsWjRIg4ePMiECRNo3LgxU6dOBWDGjBl4e3vj4+PDvn37WLFiBeHh4QA8ePCAjz/+mKNHjzJjxgyioqJwdHTE19eX8+fP8/LLL+Pl5cX8+fPRarXExMTw7rvvcuHCBSIiIoiKisLOzo60tDQAVq5cyeTJk+nbty83b95k6tSpHD58mC1btrB06VL69OlDZmYmFhYWxfpo1apVNG/enEePHuHr68uIESOwtbUlKysLFxcX5syZQ1hYGNHR0cyaNQt3d3dlYF5YdnY2gYGBbNu2DQcHBxYsWMDu3buZMmUKS5cu5Z133mHSpEn88ccf+Pn5Fbn23LlzHDp0iNjYWPLy8vDx8VEG6sOHD1fOX7t2Lfv27cPf3x8wJpLu3r2bS5cuMXPmTDw9PTl48CCDBg1i5syZ5OXlVXh5kySTmiaZ1MG2PYM6uFUona22pVhKMqmRJJMa1Yc2mIL0g5Ekk8qzUECSSaugSZMmxMTEkJycTGJiInPmzGHevHmMGTOm2LkajYaRI0cCcPnyZf7973/z17/+FYD8/HxatWqlnPvyyy8D4ObmRkZGRonrrM+cOcOGDRsA0Ov1rF69Wjk2dOhQZUa8ZcuWODk5AdClSxdu3LhB9+7d6d+/P8ePH6dTp07k5ubi5OTEjh078PT0VP64aN68OQAnTpwosm48IyODjIwMevfuTUhICDqdjhEjRtCkSZNi9dyxYwdffvklAL/99htXr17F1tYWrVbL0KFDAXB2dubbb78ts68vX75Mu3btcHBwAMDHx4ddu3YxZcoUBg4cSHx8PEFBQRw4cKDYtcnJyXh4eCjLkNzd3ZVjFy5cYN26daSnp5OZmcmgQYOUYx4eHqjVarp06cK9e/cA6NmzJ4sWLeLx48d4eHjQvXv3Muv9JEkmNW3aXEXKqk0plpJMaiTJpEaSwmgk/WAkyaTyLBSQZFIT0Gg0vPDCC7zwwgt07dqV2NjYEgfqFhYWyrp0g8GAo6Mje/fuLbFMlUpV5u9Pu6ZgKY5KpVJ+BlCr1Tx+/BiAcePGsWnTJjp16qTU12AoeQCZn5/P3r17sbS0LPL6tGnTGDJkCAkJCfj5+bF161Y6d+6sHE9MTOTEiRPs3bsXKysr/P39yc7OBkCr1Sp1VqvVZW6FWFbdCuqXkpKChYUFaWlp/OlPfyp2Tml9GBgYSHh4ON26dSMmJoakpCTlWOG+K+Dm5sbOnTtJSEhgwYIFTJ06FW9v7zLrLmqPyuy9Xh2eXAIkS3mEEELUdbVu15dLly5x5coV5ffz58/Ttq3xH9smTZqQmZlZ4nUODg6kpqZy5swZAHJzc7lw4YJy/NChQ4BxJtjGxgYbG5ti5bm6uvL5558DEBcXR58+fSpUdxcXF27dusXBgwcZPXo0AAMGDCA+Pp779+8DKEtfBg0axM6dO4u0E+DatWs4OTkxbdo0nJ2duXz5cpF7pKen06xZM6ysrEhJSeGHH56+h3Vp/dapUydu3LjB1atXAThw4ABubm6AcYedzp07s2bNGhYtWqR8obeAm5sbX375JY8ePSIjI4Njx44pxzIzM2nVqhW5ubnExcU9tX43btygRYsW+Pn5MXbsWH7++eenXiPE07Szbkvf1r1quhpCCCFEpdW6GfWsrCxWrFjBgwcP0Gg0dOjQgaCgIAD8/Px4/fXXadWqFTt27ChyXaNGjXj//fdZsWIF6enp5OXlMXnyZBwdHQFo1qwZEyZMUL5MCsblLG+//TZHjx5lyZIl/O///i+LFi0iMjJS+TJpRY0aNYrz58/TrFkzABwdHZkxYwb+/v6o1Wp69OhBSEgIixcvJigoCJ1OR15eHn379iUoKIjt27eTmJioLA8ZPHhwkfIHDx7Mnj170Ol0ODg40KvX0wciL730EkuWLGHHjh28//77yusWFhYEBwcTEBCgfJl04sSJXL58mU8++YRPPvkEa2tr3NzciIiI4O2331auff7553nppZfQ6/XY29sX+aMmICCAcePGYW9vT9euXUv946pAUlISkZGRPPPMMzRu3JjQ0NBy9bWoHSq693p1kY91hRCmdu1OOqG7zLON87U7GTz3bMWWRYj6T2Uoa/1DPeHv78+CBQvo2bNntd9r+vTpTJkyhQEDBlT7vYTR779nyBr1GhqgFix5kYF67VHefijtvatN72lVyPNgJP1gVJl+CN11mmt30nnuWfN9yfCF51vzYi/7ailbngWjJ/uh4A+xha9U/1bd9WaNel304MEDxo0bh5OTkwzShRBCiHrguWdtzDKAE6I0tW6NOpg+mXTHjh0lzqabMpm0adOmfPHFF0WWltQWkkwqhBBCCFH31LoZdUkmNT1JJhVCCCGEqHtq3UBdkkklmbSiyaRCCCGEEPVRrRuoSzKpJJNWdHnTlnO7SHtUfDlOQ/Hk/uHmJHuVCyGEENWn1g3UJZlUkkkrmkyq1WrQ5lVs2VN9UxD7bm4Otu0Z1MGt1kQv15Z61LTy9EPBM/PkuaW9XhfVhzaYgvSDUUX7obZHy1dGfWpLVRTuh9r+Pte6gTpIMqkkk1YsmdTfaYJsz1jDW27V9P2hdvRDbVDefij4FObJc0t7va6R58FI+sGoMv1gzmh5c5BnwejJfjDn+1yZ7Rlr3a4vkkwqyaSSTCqEEEIIUQtn1CWZVJJJJZlUCCGEEEKSSU1OkknNT5JJ5eNMkH4oIMmkRvI8GEk/GFU2mRTMk1hpDvIsGNW1ZNJat/Slrnrw4AEjR47EwsJCBulCCCGEEKLKat3Sl+rw5DKZ6lCQTCqEEEIIIYQpyIy6MItHjx7x6quvcu7cOcaPH8/LL7+MTqdTvuQLMGfOnCJfJBZCCCGEaMhkoC7M4tNPP2X48OE0adKE0NBQPv/8cz766CNWrVql7Gk/ceJEPvrooxquqRBCCCFE7SADdWEWcXFxDBs2DAcHBzp27AhA69atsbOzIzU1FYC+ffty4sQJZV96IYQQQoiGrEGsURc1Kycnh19//ZV27doVef2nn34iNzeX5557DjCGNHXo0IFffvkFZ2fncpe/5dwu0h4VT5ptKLRajRJSUxV9W/dikH1/E9RICCGEEKYgA3VR7e7fv4+NTdFo3jt37jB//nxCQ0NRq//7wY6dnR137typUPlarQZtnsYkda2rCmLfK+tK2nW0qRp8eg03UY1qRm2NgDa38vRDwTPz5LmlvV4X1Yc2mIL0g1FF+6G2R8tXRn1qS1UU7ofa/j7LQF1UO0tLS3JycpTfMzIymD59OrNnzy4W2JSTk4OlpWWFyvd3miD7qFdxb9x1pzeRm5tXp/fYlT2CjcrbDwWfwjx5bmmv1zXyPBhJPxhVph/MGS1vDvIsGD3ZD+Z8nyuzj7oM1EW1a9asGXl5eWRnZ6NSqXjjjTfQ6/WMGjWq2LlXrlyhS5cuNVBLIYQQQojaRQbqwiwGDhzI999/z927d0lOTiYtLY39+/cDEBISQvfu3bl37x4WFhY8++yzNVxbIYQQQoiaJwN1YRavvvoqW7duZfXq1ej1+hLPOXjwIOPHjzdzzUSB6+k3lfj46iRfWhVCCCHKR7ZnFGbRo0cPXnjhBfLySt+dxMbGBh8fHzPWSpjb9YybJN/+oaarIYQQQtQJMqMuzMbX17fM42PHjjVTTURJ2tm0ZXbvGdV6D3PM2AshhBD1RYOeUe/evTt6vR4vLy98fHw4ffp0pcqJiooiNjYWgMDAQOLj4wHw9/fn7NmzJqtvVRSuV3ktXryYixcvAuDu7q4EE5nC2bNnWbFihcnKE0IIIYSobxr0jLqlpSUHDhwA4Ouvv2bNmjXs3LmzwuVMnDjR1FWrFVauXFltZffs2ZOePXtWW/lCCCGEEHVdgx6oF5aRkUHTpk0ByMzMZNasWTx48IDHjx8TEBCAh4cHALGxsURGRqJSqXBycmL16tVs2LCBxo0bM3Xq1FLLd3V15cyZMwDEx8dz/PhxQkJCOHz4MBs3bkStVmNjY8OuXbuKXbt582Y+++wzVCoVgwcP5m9/+xvnz59n2bJlPHz4kOeee45Vq1bRrFkzoqOj2bt3L7m5uXTo0IGwsDCsrKwASE5OZtu2bdy9e5f58+fj6elJYmIiW7Zs4cMPPwQgKCgIZ2dnxowZg7+/PwsWLCg2oD5w4AA7duwgNzcXFxcXli1bhkajwdXVlUmTJnHs2DEsLS0JDw+nZcuWJbax8H2TkpKUPwpUKhU7d+7E2rr8+4xKMmnVk0mvZ9yknXVbE9VICCGEEKbQoAfqjx49Qq/Xk52dzd27d9m+fTsAFhYWbNy4EWtra1JTUxk/fjzDhg3j4sWLREREEBUVhZ2dHWlpaVWuQ3h4OJGRkbRu3ZoHD4oPNhMSEjh69CjR0dFYWVkp91ywYAFLliyhX79+rF+/ng8++IDFixczfPhw/Pz8AFi7di379u3D398fMKaB7t69m0uXLjFz5kw8PT0rXN+UlBQOHz5MVFQUWq2W5cuXExcXh7e3N1lZWbi4uDBnzhzCwsKIjo5m1qxZT23jli1bWLp0KX369CEzMxMLC4sK1UmSSaueTOpg255BHdyqPZmtulMva2uynLlJMqlRfWiDKUg/GEkyaf1qS1VIMmkdUXjpy5kzZ1i4cCEHDx7EYDCwZs0avvvuO9RqNbdv3+bevXucOnUKT09P7OzsAGjevHmV6+Dq6kpgYCCjRo1i+PDi8e0nT55kzJgxyqx48+bNSU9PJz09nX79+gHg4+NDQEAAABcuXGDdunWkp6eTmZnJoEGDlLI8PDxQq9V06dKFe/fuVaq+J0+e5Ny5c8oXQx89ekSLFi0A0Gq1DB06FABnZ2e+/fbbcrWxd+/ehISEoNPpGDFiBE2aNKlQnSSZ1HRpc9WdzFadqZeSumckyaRG8jwYST8YSTKpPAsFJJm0jnJ1deX+/fukpqaSkJBAamoqMTExaLVa3N3dyc7OxmAwzWAwOztb+TkoKIgff/yR48eP4+3tTWxsLLa2tspxg8GASqUqd9mBgYGEh4fTrVs3YmJiSEpKUo41atSo2PkajYb8/PwS61YSg8GAj48P8+bNK3ZMq9UqdVWr1cpWjCW1sbBp06YxZMgQEhIS8PPzY+vWrXTu3LncbRZ1i6n2a5f92IUQQtR3DXrXl8JSUlLIy8tTZqxbtGiBVqvl1KlT3LhxA4ABAwYQHx/P/fv3ASq09KVly5akpKSQn5/PkSNHlNevXbuGi4sLAQEB2NracuvWrSLXDRw4kE8//ZSHDx8q97SxsaFp06YkJycDxjXjbm5ugHF9fatWrcjNzSUuLu6p9bK3tyclJYWcnBzS09M5efJkmecPGDCAL774gt9//12pT0H/lOZpbbx27RpOTk5MmzYNZ2dnLl++/NR6i4ZN9mMXQgjREDToGfWCNepgnCkODQ1Fo9Gg0+mYOXMmY8aMoXv37nTq1AkAR0dHZsyYgb+/P2q1mh49ehASElKue82bN4/p06fTpk0bHB0dycrKAiAsLIyrV69iMBjo378/3bp1K3Ld4MGD+eWXXxg7dixarZYhQ4Ywd+5cQkNDlS+Ttm/fnuDgYAACAgIYN24c9vb2dO3alczMzDLr1aZNGzw9PdHpdHTs2JEePXqUeX6XLl2YPXs2r732Gvn5+Wi1WpYuXYq9vX2p15TUxsIz/du3bycxMVFZljN48OAy6yDqNlPs1y77sQshhGgIVAZTrecQoob8/nuGrFGvI+sOCwbYphqoFy6nLvVDdSpvP5T2XpjqPapp8jwYST8YVaYfQncZs1UWvtK7OqpkdvIsGD3ZD+Z8nyuzRl2WvgghhBBCCFELyUC9DP7+/nz99ddFXtu2bRvLly/n9u3bvP322wDExMQQFBRUrjJff/31ErcorKgJEyZUuYyaVLj/hBBCCCFEcTJQL8PLL7/MoUOHirx26NAhRo8eTevWrXn//ffLXZbBYCA/P5/NmzcrwUpVsWfPniqXUZMq2n9CCCGEEA2NDNTLMHLkSI4dO0ZOTg4A169f586dO/Tp04fr168zevRo5dzffvuNqVOnMnLkSD744APl/FGjRrF8+XJ8fHz47bffcHd3JzU1FYCtW7cyevRoRo8ezbZt24rd/8aNG4wYMYLU1FTy8/P5n//5H7755hvAuJ0kGHd5mTx5Mj4+Puh0OmVHmevXr+Pp6cnixYsZPXo08+bN48SJE0yYMIERI0bw008/AZCVlcU777zD2LFj8fb2Vq6PiYnhzTffZOrUqYwYMYKwsDClXt988w3jx4/Hx8eHt99+W/nCqru7O++//75Sl5SUFACSkpLQ6/Xo9Xq8vb3JyMgo0n8XLlzA19cXvV6PTqfjypUrVX/zhBBCCCHquAa968vT2Nra8uc//5l//vOfeHh4cOjQIUaNGlXivuZnz54lLi4OKysrfH19GTJkCLa2tly+fJng4GCWL19e5Pxz584RExNDdHQ0BoMBPz8/+vXrV2TXFXt7e15//XWWL1/On//8Z7p06VIkwAhKT1EF47aH69evx9HREV9fX+Li4oiKiuLo0aNs2rSJ8PBwNm3aRP/+/QkODubBgweMGzeOv/zlLwCcP3+e2NhYGjVqhKenJ/7+/lhYWBAREcHWrVtp3Lgx//jHP9i6dStvvvmm0mf79+9n165dbNmyhZUrVz41eXTPnj1MmjQJLy8vcnJyiuzrXh5bzu0i7VHVlxPVVVqtRgmpqe2uZ9yknXXbmq6GEEIIUSfIQP0pCpa/eHh48Pnnn7Nq1aoSz/vLX/6iBBUNHz6c77//Hg8PD9q2bUuvXr2KnV9wvHHjxso1ycnJxbaBpCAdAAAgAElEQVRHHDduHPHx8ezZs6dYUBBQaooqQLt27XBycgKM2yoOGDAAlUqFk5OTsvf5N998w1dffcWWLVsAY+DRb7/9Bhj3TLexMUbqdu7cmRs3bpCens7FixeZOHEiALm5uUXaN2LECMCYTPrll18CT08e7dWrF5s2beLWrVuMGDGCjh07ltjHpdFqNWjzNBW6pr4piH2v7Rxs2zOog1uVo5pLi7mvrRHQ5laefiitD0t7vS6qD20wBekHo4r2Q22Plq+M+tSWqijcD7X9fZaB+lN4eHgQEhLCzz//zKNHj3j++edLPO/JWfaC3wsG4k8q766YDx8+VAKCsrKysLYuuq1PXFxciSmqUDSJVK1WK7+rVColNRTg/fffV/aKL/Djjz8WuV6j0ZCXl4fBYGDgwIGsWbOmxPpqtVrlfgX3KCl5tPCsuk6nw8XFhePHjzN16lRWrFjBgAEDytU/AP5OE2R7xjq25VZV61tSzH1d7IfqUN5+KKkPy3q9rpHnwUj6wagy/WDOaHlzkGfB6Ml+MOf7LNszVoMmTZrQr18/Fi1aVGRN+pO+/fZb0tLSePToEUeOHKF377L343Rzc+PIkSM8fPiQrKwsjhw5Qt++fYud995776HT6Xj77bdZsmRJseOlpaiW16BBg9i5c6fyh8O//vWvMs/v1asXp0+f5urVq4DxD4mnJYk+LXn0119/pX379kyaNAl3d3f+3//7fxVqgxBCCCFEfSQz6uUwevRo3nzzzVJnkQH69OnDggULuHr1Kjqdjp49e3L9+vVSz3/++ecZM2YM48aNA8DX17fYspekpCTOnj1LVFQUGo2G//u//+PTTz9l7NixyjmlpaiW16xZs1i1ahVeXl4YDAbs7e358MMPSz3fzs6O4OBg5s6dq3zJdvbs2Tg4OJR6TUnJo3fu3FGOHzp0iM8++4xnnnmGli1b8sYbb1SoDaJhup5+s0hCqanW6vdt3YtB9v2rXI4QQghRVZJMKuo8SSZteB9nrju9ievpN2ln898vpppioF7wZde6nMopyaRGDfG/i5JIPxhJMqk8CwXqWjKpzKgLIeqkdjZFB9Sm+Eeo8Ay9EEIIUdNkjboQQgghhBC1UIMeqHfv3h29Xo+Xlxc+Pj6cPn26UuVERUUpWycGBgYSHx8PgL+/P2fPnjVZfauicL3Ka/HixVy8eBGgSFCTKZw9e5YVK1aYrDwhhBBCiPqmQS99sbS05MCBAwB8/fXXrFmzhp07d1a4nII9xeublStXVlvZPXv2pGfPntVWvhBCCCFEXdegZ9QLy8jIoGnTpgBkZmYyefJkfHx80Ol0HDlyRDkvNjYWnU6Hl5cX8+fPB2DDhg1ERkaWWb6rq6vyc3x8PIGBgQAcPnyY0aNH4+XlxSuvvFLitZs3b1bu+d577wHG1FA/Pz90Oh1vvPEGf/zxBwDR0dGMHTsWLy8v3nrrLR4+fKiUk5yczIQJExg2bJgyu56YmMj06dOVc4KCgoiJiQFK/0TgwIED+Pr6otfrWbp0qbJfuqurK2vXrsXLyws/Pz8leKmkNha+b1JSEnq9Hr1ej7e3NxkZGWX2pRBCCCFEQ9CgZ9QfPXqEXq8nOzubu3fvsn37dgAsLCzYuHEj1tbWpKamMn78eIYNG8bFixeJiIggKioKOzs70tLSqlyH8PBwIiMjad26NQ8ePCh2PCEhgaNHjxIdHY2VlZVyzwULFrBkyRL69evH+vXr+eCDD1i8eDHDhw/Hz88PgLVr17Jv3z78/f0BuHPnDrt37+bSpUvMnDkTT0/PCtc3JSWFw4cPExUVhVarZfny5cTFxeHt7U1WVhYuLi7MmTOHsLAwoqOjmTVr1lPbuGXLFpYuXUqfPn3IzMwsEoZUHlvO7SLtUfFyG4qn7XYi2w0KIYQQdVODHqgXXvpy5swZFi5cyMGDBzEYDKxZs4bvvvsOtVrN7du3uXfvHqdOncLT0xM7OzsAmjdvXuU6uLq6EhgYyKhRoxg+fHix4ydPnmTMmDFYWVkp90xPTyc9PZ1+/foB4OPjQ0BAAAAXLlxg3bp1pKenk5mZyaBBg5SyPDw8lL3MC2a7K+rkyZOcO3cOX19fwPjHTosWLQBjKunQoUMBcHZ25ttvvy1XG3v37k1ISAg6nY4RI0bQpEmTCtVJq9WgzdNUqj31RUHs+5OupF1Hm6rBp1fxfq/LSou5r2oEdGnl1jXlqX9pbdVqNVxJu87Gs5urpW41bVAHNzw6/381XQ2zquvPs6lUtB9qe7R8ZdSntlRF4X6o7e9zgx6oF+bq6sr9+/dJTU0lISGB1NRUYmJi0Gq1uLu7k52djam2nM/OzlZ+DgoK4scff+T48eN4e3sTGxuLra2tctxgMKBSqcpddmBgIOHh4XTr1o2YmBiSkpKUY40aNSp2vkajIT8/v8S6lcRgMODj48O8efOKHdNqtUpd1Wq1siSmpDYWNm3aNIYMGUJCQgJ+fn5s3bqVzp07l7vN/k4TZB/1UrYlXHd6E7m5efVu79ySYu5NsT1jSeXWNeXth9LampubhyHfYJLwqJpU0idN1zNukpubh0vTXjVUK/OTvbONKtMP5oyWNwd5Foye7Adzvs+yj3oVpKSkkJeXp8xYt2jRAq1Wy6lTp7hx4wYAAwYM4M0332TKlCnY2tqSlpZW7ln1li1bkpKSgoODA0eOHFFmja9du4aLiwsuLi4cO3aMW7duFRmoDxw4kPDwcEaPHq0sfWnevDlNmzYlOTmZvn37cuDAAdzc3ADj+vpWrVqRm5tLXFwcrVu3LrNe9vb2pKSkkJOTQ3Z2NidPnqRPnz6lnj9gwABmzZrFlClTaNGiBWlpaWRmZmJvb1/qNSW18cnjTk5OODk58cMPP3D58uUKDdSFEKb15B71dVFJgxLZJ18IUdc06IF6wRp1MM4Uh4aGotFo0Ol0zJw5kzFjxtC9e3c6deoEgKOjIzNmzMDf3x+1Wk2PHj0ICQkp173mzZvH9OnTadOmDY6OjmRlZQEQFhbG1atXMRgM9O/fn27duhW5bvDgwfzyyy+MHTsWrVbLkCFDmDt3LqGhoSxbtoyHDx/Svn17goODAQgICGDcuHHY29vTtWtXMjMzy6xXmzZt8PT0RKfT0bFjR3r06FHm+V26dGH27Nm89tpr5Ofno9VqWbp0aZkD9ZLaWHimf/v27SQmJirLcgYPHlxmHYQQQgghGgKVwVTrOYSoIb//niFLX8pY+nI9/SbtbNqauVbV63rGTdpZV18yaV2eTS5vP5TW1vrQB1D2jHpdb1tFyHIHo8r0gzmj5c1BngWjJ/vBnO9zZZa+yPaMQog6p511W/q2bjjrjIUQQjRMDXrpixANQX1Yb2xO19Nvmm0ts2ydKYQQoiwNeka9e/fu6PV6vLy88PHx4fTp05UqJyoqStnJJDAwUAkTKi0wqCYUrld5LV68mIsXLwLg7u5Oamqqyepz9uxZVqxYYbLyhKhrrmfcJPn2DzVdDSGEELVYg55RL7yP+tdff82aNWvYuXNnhcuZOHGiqatWK6xcubLayu7Zsyc9e/astvKFqCxzfQIhO5AIIYR4mgY9o15YRkYGTZs2BYxbHE6ePBkfHx90Oh1HjhxRzouNjUWn0+Hl5cX8+fMB2LBhA5GRkWWW7+rqqvwcHx9PYGAgAIcPH2b06NF4eXnxyiuvlHjt5s2blXu+9957AJw/fx4/Pz90Oh1vvPEGf/zxBwDR0dGMHTsWLy8v3nrrLR4+fKiUk5yczIQJExg2bJgyu56YmMj06dOVc4KCgoiJiQFK/0TgwIED+Pr6otfrWbp0qbJfuqurK2vXrsXLyws/Pz8lVKmkNha+b1JSEnq9Hr1ej7e3NxkZGWX2pRBCCCFEQ9CgZ9QLtmfMzs7m7t27bN++HQALCws2btyItbU1qampjB8/nmHDhnHx4kUiIiKIiorCzs6OtLS0KtchPDycyMhIWrduzYMHD4odT0hI4OjRo0RHRyv7qAMsWLCAJUuW0K9fP9avX88HH3zA4sWLGT58OH5+fgCsXbuWffv24e/vD8CdO3fYvXs3ly5dYubMmXh6ela4vikpKRw+fJioqCi0Wi3Lly8nLi4Ob29vsrKycHFxYc6cOYSFhREdHc2sWbOe2sYtW7awdOlS+vTpQ2ZmJhYWFhWq05Zzu0h7VLzchqKkYJcCBbujCCGEEKLuadAD9cJLX86cOcPChQs5ePAgBoOBNWvW8N1336FWq7l9+zb37t3j1KlTeHp6YmdnB1DusKOyuLq6EhgYyKhRoxg+vHjM+8mTJxkzZgxWVlbKPdPT00lPT6dfv34A+Pj4EBAQAMCFCxdYt24d6enpZGZmMmjQIKUsDw8PZa/ygtnuijp58iTnzp3D19cXMP6x06JFC8CYTDp06FAAnJ2d+fbbb8vVxt69exMSEoJOp2PEiBFKGFR5abUatHmaSrWnviiIg3+Sg217BnVwq7XRyKZW1XYW9KM5+qs671WeMku7vzn7oLrV57ZVRENrb2kq2g+1PVq+MupTW6qicD/U9ve5QQ/UC3N1deX+/fukpqaSkJBAamoqMTExaLVa3N3dyc7OxlRbzmdnZys/BwUF8eOPP3L8+HG8vb2JjY0tkkxqMBhQqVTlLjswMJDw8HC6detGTExMkWChRo0aFTtfo9GQn59fYt1KYjAY8PHxYd68ecWOabVapa5qtVpZElNSGwubNm0aQ4YMISEhAT8/P7Zu3VqhZFJ/pwmyj/pT9sZtCHvnmmKP4IJPJszRX9V1r/L2Q2n3N2cfVKeS+qG+tK0iZO9so8r0gzmj5c1BngWjJ/vBnO+z7KNeBSkpKeTl5Skz1i1atECr1XLq1Clu3LgBwIABA4iPj+f+/fsAFVr60rJlS1JSUsjPzy+y5v3atWu4uLgQEBCAra0tt27dKnLdwIED+fTTT5W15mlpadjY2NC0aVOSk5MB45pxNzc3wLi+vlWrVuTm5hIXF/fUetnb25OSkkJOTg7p6emcPHmyzPMHDBjAF198we+//67Up6B/SvO0Nl67dg0nJyemTZuGs7Mzly9ffmq9hRBCCCHquwY9o16wRh2MM8WhoaFoNBp0Oh0zZ85kzJgxdO/enU6dOgHg6OjIjBkz8Pf3R61W06NHD0JCQsp1r3nz5jF9+nTatGmDo6MjWVlZAISFhXH16lUMBgP9+/enW7duRa4bPHgwv/zyC2PHjkWr1TJkyBDmzp1LaGgoy5Yt4+HDh7Rv357g4GAAAgICGDduHPb29nTt2pXMzMwy69WmTRs8PT3R6XR07NiRHj16lHl+ly5dmD17Nq+99hr5+flotVqWLl2Kvb19qdeU1MbCM/3bt28nMTFRWZYzePDgMusghBBCCNEQqAymWs8hRA35/fcMWfoiH2eapB/MGTFfXfcqbz+Udn9z9kF1Kqkf6kvbKkL+98GoMv1gzmh5c5BnwejJfjDn+yxLX4QQQgghhKgnGvRAXZJJyybJpEIIIYQQNadBr1GXZNKySTKpEEIIIUTNadAD9cKeTCadNWsWDx484PHjxwQEBODh4QEYk0kjIyNRqVQ4OTmxevVqNmzYQOPGjZk6dWqp5bu6unLmzBnAmEx6/PhxQkJCOHz4MBs3bkStVmNjY8OuXbuKXbt582Y+++wzVCoVgwcP5m9/+xvnz59Xvkz63HPPsWrVKpo1a0Z0dDR79+4lNzeXDh06EBYWpuzBnpyczLZt27h79y7z58/H09OTxMREtmzZwocffggYt1J0dnZmzJgx+Pv7s2DBgmID6gMHDrBjxw5yc3NxcXFh2bJlaDQaXF1dmTRpEseOHcPS0pLw8HBatmxZYhsL3zcpKUn5o0ClUrFz506srSu2hkuIuuh6+k1l3bSplBWAVeTeEoYlhBC1XoMeqEsyqSST1gflHZjVd6boh4Y0eG1n3Za+rXvVdDWEEEKUoUEP1CWZtOIkmbR2Ki2ZtKGpaj+YM8lVq9XgYNee5e5zq/1eFVGf0jslmdSoobW3NJJMWr/aUhWSTFoHSTJp8bqVRJJJax/ZcsvIlP3QEJJJS1Nf0jslmdRI/vfBSJJJ5VkoIMmkdZQkk0oyqRBCCCFEbdKgZ9QlmVSSSYUQQgghaitJJhV1niSTyseZUPf6oaaTSUtTX9I7JZnUqK79d1FdJJlUnoUCkkwqhBBCCCGEqDIZqAshhBBCCFELNeiBevfu3dHr9Xh5eeHj48Pp06crVU5UVJSyk0lgYCDx8fEA+Pv7c/bsWZPVtyoK16u8Fi9ezMWLFwFwd3cnNTXVZPU5e/YsK1asMFl5QgghhBD1TYP+MmnhfdS//vpr1qxZw86dOytczsSJE01dtVqhIC20OvTs2bNY4qkQQgghhPivBj2jXlhGRgZNmzYFjFscTp48GR8fH3Q6XZHtFGNjY9HpdHh5eTF//nwANmzYQGRkZJnlu7q6Kj/Hx8cTGBgIwOHDhxk9ejReXl688sorJV67efNm5Z7vvfceAOfPn8fPzw+dTscbb7zBH3/8AUB0dDRjx47Fy8uLt956S9nWESA5OZkJEyYwbNgwZXY9MTGR6dOnK+cEBQURExMDlP6JwIEDB/D19UWv17N06VJlv3RXV1fWrl2Ll5cXfn5+SqhSSW0sfN//n717jYrqzBL//wVSAoIKKDGKaQOKiJdFUFBY8vdCVFBTXAwSXT0FpG0V7bRE/YllGbwwKqBpb0RwJoOKoAjSiJEormiU6QQDMqJLE7JCkOgIMWpKIwVKyoL/ixrOEuUqSirwfF4Bp845z7Pr6Hrq1D57FxYW4u/vj7+/PwEBAWg0mhZjKQiCIAiC0B106zvqDeUZa2truXPnDsnJyQCYmpqye/duLC0tUavVvPvuu7z11lv88MMPJCYmkpaWho2NTbvqqDcnISGBpKQk+vfvz4MHD57ZnpeXx5kzZ8jIyMDc3Fw6Z2RkJFFRUYwbN46dO3fy8ccfs2bNGqZNm0ZwcDAA27dvJzMzE4VCAcDt27c5dOgQ165dY/Hixfj6+rZ7vGVlZZw8eZK0tDRkMhnr16/n+PHjBAQEUFNTg4uLC8uWLWPLli1kZGSwZMmSVue4d+9e1q5dy9ixY6mursbU1LRdY9p79SD3Hz173O5CJjORGrl0Z3+0ONzUVDLIcuDvPQxBEATBgHXrhfqTqS/FxcWsWrWKnJwc6uvr2bZtGxcuXMDY2Jiff/6Zu3fv8vXXX+Pr64uNjQ0AVlZWHR6Dq6srSqWSGTNmMG3atGe2nz9/ntmzZ2Nubi6ds6qqiqqqKsaNGwdAYGAgERERAJSWlrJjxw6qqqqorq7Gy8tLOtbUqVOlWuUNd7vb6/z581y9epWgoCBA/2Gnb9++gL4z6ZQpUwAYNWoUX331VZvmOGbMGGJjY5HL5UyfPh0LC4t2jUkmM0Gm61jr+D+6htbo3d0fKQ721q/jNdj9pbSt7sgxG2JoqO202+PpOXSlubVHd5tvc9obB0NvLf88utJcOuLJOBj6+9ytF+pPcnV15d69e6jVavLy8lCr1WRlZSGTyfD29qa2tpYXVXK+trZW+jk6OprLly9z7tw5AgICyM7OxtraWtpeX1+PkZFRm4+tVCpJSEhg+PDhZGVlNWos1KNHj2deb2JiQl1dXZNja0p9fT2BgYGsWLHimW0ymUwaq7GxsZQS09Qcn7Rw4UImTZpEXl4ewcHB7Nu3jyFDhrR5zgqnuaKOuqiN+4eNw4sec0fj0PCtxB8xlk9qKg5dZW7t8Uf9d/GiPU8cOrO1fGcQ14Le03HozPdZ1FHvgLKyMnQ6nXTHum/fvshkMr7++msqKioA8PT0JDc3l3v37gG0K/WlX79+lJWVUVdX1yjn/caNG7i4uBAREYG1tTW3bt1qtN+ECRP45z//KeWa379/n169etG7d2+KiooAfc64u7s7oM+vt7W1RavVcvz48VbHZWdnR1lZGb/99htVVVWcP3++xdd7enpy6tQpfvnlF2k8DfFpTmtzvHHjBk5OTixcuJBRo0ZRXl7e6rgFQRAEQRC6um59R70hRx30d4rj4uIwMTFBLpezePFiZs+ejbOzMw4ODgA4OjoSHh6OQqHA2NiYESNGEBsb26ZzrVixgkWLFjFgwAAcHR2pqakBYMuWLVy/fp36+no8PDwYPnx4o/0mTpzId999xzvvvINMJmPSpEksX76cuLg41q1bx8OHD3n99deJiYkBICIigjlz5mBnZ8ewYcOorq5ucVwDBgzA19cXuVzOG2+8wYgRI1p8/dChQ/nggw/4y1/+Ql1dHTKZjLVr12JnZ9fsPk3N8ck7/cnJyRQUFEhpORMnTmxxDIIgCIIgCN2BUf2LyucQhN/JL79oROqL+DpTxOH/dDQOOy7uAeCDMeEvaki/i6bi0FXm1h7i34Xe88ShM1vLdwZxLeg9HYfOfJ9F6osgCIIgCIIgdBFioS4IgiAIgiAIBsggF+qJiYnMmjULuVyOv78/ly9fBmD//v2NGvh0VEFBARcvXnxhxzNUp0+f5ocffpB+37lzJ/n5+c91rAULFjRZC70tTZ8EQRAEQRCEtjO4h0mLi4s5d+4cR48epUePHqjVarRaLQAHDhzAz89Pqin+JJ1Oh4lJ+2ooFxYW0rNnT8aM6Rr5Z805ffo0kydPZujQoQBSzfXn8cknn7yoYQmCIAiCIAgtMLiF+p07d7C2tpZqfjc0Fzpw4AC3b98mNDQUKysrUlJScHV1JSwsjC+//JJVq1ZhZmZGbGwsNTU1WFtbExMTw6uvvopCoWD48OFcuXIFjUbD5s2bsbGx4fDhwxgbG/Ppp58SFRXFgAEDUKlUqNVqbGxsiImJYeDAgSiVSkxNTbl27RqVlZXExMRw9OhRLl26hIuLC7GxsRw5coTS0lJUKhUAGRkZlJWVsXr1arKzs0lKSsLIyAgnJye2bt2KWq1m3bp1VFZWAqBSqRg7diyFhYVs2rQJACMjI1JTU7G0bPzgwZIlS7h16xa1tbWEhITw7rvvAvpa8CEhIZw9exYzMzMSEhK4ceMGX3zxBYWFhSQmJhIfH09CQgKTJ0/G19eX8+fPExcXh06nY9SoUWzYsIHa2lqCgoJITEzEwcGB5cuX4+HhQXBwMN7e3mRmZmJjY0NiYiLZ2dkMGDAAGxsbRo4cKc09PT0drVbL4MGD2bJlC+bm5iiVSiwtLbl69Sp37txh5cqV+Pr6cvv2bZYtW4ZGo0Gn07F+/Xrc3Nxe/sUmCIIgCIJgwAxuoT5hwgR2796Nj48Pnp6ezJw5k3HjxhESEsL+/ftJTk6WFu81NTU4OjoSERGBVqtFoVCQkJCAjY0NJ06cYPv27VLZwocPH3L48GEuXLiASqUiJyeHuXPn0rNnT+bPnw9AeHg4AQEBBAYGkpmZycaNG0lISADgwYMHHDhwgDNnzhAeHk5aWhqOjo4EBQVRUlLCrFmz8PPzY+XKlchkMrKystiwYQOlpaUkJiaSlpaGjY2NVHt906ZNhIaG4ubmRmVlJfPnz+fkyZPs3buXtWvXMnbsWKqrqzE1NX0mRps3b8bKyopHjx4RFBTE9OnTsba2pqamBhcXF5YtW8aWLVvIyMhgyZIleHt7SwvzJ9XW1qJUKtm/fz/29vZERkZy6NAhwsLCWLt2LatXryYkJIRff/2V4ODgRvtevXqVEydOkJ2djU6nIzAwUFqoT5s2TXr99u3byczMRKFQAHD79m0OHTrEtWvXWLx4Mb6+vuTk5ODl5cXixYvR6XTtTm/ae/Ug9x89m47TXchkJlIjl67Orf+beNl5/N7DEARBEIROYXALdQsLC7KysigqKqKgoIBly5axYsUKZs+e/cxrTUxM8PHxAaC8vJzvv/+e9957D4C6ujpsbW2l186aNQsAd3d3NBpNk3nWxcXFxMfHA+Dv78/WrVulbVOmTJHuiPfr1w8nJydAX1e8oqICZ2dnPDw8OHfuHA4ODmi1WpycnEhJScHX11f6cGFlZQVAfn5+o7xxjUaDRqNhzJgxxMbGIpfLmT59OhYWFs+MMyUlhc8//xyAn376ievXr2NtbY1MJmPKlCkAjBo1iq+++qrFWJeXlzNo0CDs7e0BCAwM5ODBg4SFhTFhwgRyc3OJjo7m2LFjz+xbVFTE1KlTpTQkb29vaVtpaSk7duygqqqK6upqvLy8pG1Tp06V6qXfvXsXgNGjR6NSqXj8+DFTp07F2dm5xXE/TSYzQab747SOfxkaWqN3ZT/ev4lMbULgm9OafY2htoDubB2JQ8O11BVi+fQcutLc2qO7zbc57Y2DobeWfx5daS4d8WQcDP19NriFOugX4OPHj2f8+PEMGzaM7OzsJhfqpqamUl56fX09jo6OpKenN3nMhtb2zf3e2j4NqThGRkbSzwDGxsY8fvwYgDlz5rBnzx4cHByk8TZXpr6uro709HTMzMwa/X3hwoVMmjSJvLw8goOD2bdvH0OGDJG2FxQUkJ+fT3p6Oubm5igUCmprawGQyWTSmI2NjdHpWr7L2lIJ/bq6OsrKyjA1NeX+/fu89tprz7ymuRgqlUoSEhIYPnw4WVlZjZobPRm7Bu7u7qSmppKXl0dkZCTz588nICCgxbE/SeE0V9RR7wa1cXdc3INWq2t2rt0lDq3paBwavp35o8eyqTh0lbm1h/h3ofc8cejM1vKdQVwLek/HoTPf5y5RR/3atWv8+OOP0u8lJSUMHDgQ0N9tb67Tpr29PWq1muLiYgC0Wi2lpaXS9hMnTgD6O8G9evWiV69ezxzP1dWVzz77DIDjx48zduzYdo3dxcWFW7dukZOTw9tvvw2Ap6cnubm53Lt3D0BKffHy8iI1NbXRPAFu3LiBk5MTCxcuZNSoUZSXlzc6R1VVFX369MHc3JyysjIuXbrU6riai5uDgwMVFRVcv34dgGPHjuHu7g7oK+wMGTKEbdu2oRAN1JQAACAASURBVFKppAd6G7i7u/P555/z6NEjNBoNZ8+elbZVV1dja2uLVqvl+PHjrY6voqKCvn37EhwczDvvvMM333zT6j6CIAiCIAhdncHdUa+pqWHjxo08ePAAExMTBg8eTHR0NADBwcEsWLAAW1tbUlJSGu3Xo0cPdu3axcaNG6mqqkKn0xEaGoqjoyMAffr0Ye7cudLDpKBPZ1m6dClnzpwhKiqKDz/8EJVKRVJSkvQwaXvNmDGDkpIS+vTpA4CjoyPh4eEoFAqMjY0ZMWIEsbGxrFmzhujoaORyOTqdDjc3N6Kjo0lOTqagoEBKD5k4cWKj40+cOJHDhw8jl8uxt7fnzTffbHVMM2fOJCoqipSUFHbt2iX93dTUlJiYGCIiIqSHSefNm0d5eTlHjhzhyJEjWFpa4u7uTmJiIkuXLpX2HTlyJDNnzsTf3x87O7tGH2oiIiKYM2cOdnZ2DBs2rNkPVw0KCwtJSkrilVdeoWfPnsTFxbUp1oIgCIIgCF2ZUX1L+Q9dhEKhIDIyktGjR7/0cy1atIiwsDA8PT1f+rkEvV9+0YjUl27wdeaOi3u4WVXJoF4Dm9ze3odqu+qDqR29HnZc3APAB2PCX9SQfhdNxaGrzK09usv/D615njh0Zmv5ziCuBb2n49CZ73OXSH35o3rw4AE+Pj6YmpqKRbogGLibmkqKfm49bUwQBEEQfk8Gl/ryMjydJtPA2dmZYcOGUV9fj4mJCVFRUc/V/CgtLQ1zc3NOnTqFUqkkNzcXX1/fTr2T3xqlUtlkicaWrFmzhvfee4+hQ4c2qp/+Ily5coVjx47x4YcfvpDjCd3DoF4Dm70b2p67RQ13VgVBEATBkHWLhXpzzMzMpNKD//rXv9i2bVujBzzbat68eS96aAahofHSyzB69GiD+AAjCIIgCIJgqETqy//RaDT07t0b0FctCQ0NJTAwELlczunTp6XXZWdnI5fLpeZGAPHx8SQlJbV4fFdXV+nn3NxclEolACdPnuTtt9/Gz8+PP//5z03u+8knn0jn/OijjwB9lZjg4GDkcjl/+9vf+PXXXwF9V9B33nkHPz8//v73vzdqHlRUVMTcuXN56623yM3NBfTlHhctWiS9Jjo6mqysLECf23/lypVnxnPs2DGCgoLw9/dn7dq1UhlIV1dXtm/fjp+fH8HBwVKd9Kbm+OR5CwsL8ff3x9/fn4CAADQaTYuxFARBEARB6A669R31R48e4e/vT21tLXfu3CE5ORnQV0PZvXs3lpaWqNVq3n33Xd566y1++OGHJruMdkRCQgJJSUn079+/ySZMeXl5nDlzhoyMDMzNzaVzRkZGEhUVxbhx49i5cycff/wxa9asaXdX0PYqKyvj5MmTpKWlIZPJWL9+PcePHycgIKDZzqitzbEt3VhbIjqTdo/OpDc1lQyybPpBUkEQBEHoirr1Qv3J1Jfi4mJWrVpFTk4O9fX1bNu2jQsXLmBsbMzPP//M3bt3+frrr5vsMtoRrq6uKJVKZsyYwbRpz3ZcPH/+PLNnz5Y6gFpZWVFVVUVVVRXjxo0D9B1FIyIigPZ3BW2v8+fPc/XqVYKCggD9h52+ffsCNNsZtbU5tqUba0tEZ9Lu0ZnU3vp1vAa7t9g9rq2d5bp6h0rRmVSvqc6kP96/ye4rn7S6r9dgd6YO+f9e1tA6VVd4L18E0Zm0a82lI0Rn0j8gV1dX7t27h1qtJi8vD7VaTVZWFjKZDG9vb2pra1vs5NkeDZ1EQZ9qcvnyZc6dO0dAQADZ2dlYW1tL2+vr69vURbVBe7uCmpiYUFdX1+TYmlJfX09gYCArVqx4ZltznVGbmuOTWuvG2hrRmbR7ldx6EZ1Ju3KHStGZVK+5zqT1dfWtfgN1U1OJVqvDpXfrfSoMXXf7/6E5ojOpuBYa/NE6k4qF+v8pKytDp9NJd6z79u2LTCbj66+/pqKiAtB3GX3//fcJCwvD2tqa+/fvt/muer9+/SgrK8Pe3p7Tp09Ld41v3LiBi4sLLi4unD17llu3bjVaqE+YMIGEhATefvttKfXFysqK3r17U1RUhJubW6OOok93Be3fv3+L47Kzs6OsrIzffvuN2tpazp8/32JHVk9PT5YsWUJYWBh9+/bl/v37VFdXY2dn1+w+Tc3x6e1OTk44OTlx6dIlysvL27VQF4TncbOq8oVXf+mqtdm7kpYqBzUQVYEEQTAU3Xqh3pCjDvo7xXFxcZiYmCCXy1m8eDGzZ8/G2dkZBwcHoPkuo22xYsUKFi1axIABA3B0dKSmpgaALVu2cP36derr6/Hw8GD48OGN9ps4cSLfffcd77zzDjKZjEmTJrF8+XLi4uJYt24dDx8+5PXXX5e6qLa3K+iAAQPw9fVFLpfzxhtvMGLEiBZfP3ToUD744AP+8pe/UFdXh0wmY+3atS0u1Jua45N3+lvrxioIfwQ3NZUAYqEuCIIgvDDdojOp0LWJzqTi60x4vjrqL7JDpaF0vRSdSfU60pm0q8QAxP8PDURnUnEtNBCdSQVBEARBEARB6DCxUBcEQRAEQRAEA2SQC/XExERmzZqFXC7H39+fy5cvA7B///5GDXw6qqCggIsXL76w4xmq06dP88MPP0i/79y5k/z8/Oc61oIFC5qshd6Wpk+CIAiCIAhC2xncw6TFxcWcO3eOo0eP0qNHD9RqNVqtFoADBw7g5+cn1RR/kk6nw8SkfbWkCwsL6dmzJ2PGdI38s+acPn2ayZMnM3ToUACp5vrz+OST1usPC4IgCIIgCB1ncAv1O3fuYG1tLdX8bmgudODAAW7fvk1oaChWVlakpKTg6upKWFgYX375JatWrcLMzIzY2FhqamqwtrYmJiaGV199FYVCwfDhw7ly5QoajYbNmzdjY2PD4cOHMTY25tNPPyUqKooBAwagUqlQq9XY2NgQExPDwIEDUSqVmJqacu3aNSorK4mJieHo0aNcunQJFxcXYmNjOXLkCKWlpahUKgAyMjIoKytj9erVZGdnk5SUhJGREU5OTmzduhW1Ws26deuorNRXilCpVIwdO5bCwkI2bdoEgJGREampqVhaNn7wYMmSJdy6dYva2lpCQkJ49913AX0t+JCQEM6ePYuZmRkJCQncuHGDL774gsLCQhITE4mPjychIYHJkyfj6+vL+fPniYuLQ6fTMWrUKDZs2EBtbS1BQUEkJibi4ODA8uXL8fDwIDg4GG9vbzIzM7GxsSExMZHs7GwGDBiAjY0NI0eOlOaenp6OVqtl8ODBbNmyBXNzc5RKJZaWlly9epU7d+6wcuVKfH19uX37NsuWLUOj0aDT6Vi/fj1ubm4v/2ITBEEQBEEwYAa3UJ8wYQK7d+/Gx8cHT09PZs6cybhx4wgJCWH//v0kJydLi/eamhocHR2JiIhAq9WiUChISEjAxsaGEydOsH37dqls4cOHDzl8+DAXLlxApVKRk5PD3Llz6dmzJ/PnzwcgPDycgIAAAgMDyczMZOPGjSQkJADw4MEDDhw4wJkzZwgPDyctLQ1HR0eCgoIoKSlh1qxZ+Pn5sXLlSmQyGVlZWWzYsIHS0lISExNJS0vDxsaG+/fvA7Bp0yZCQ0Nxc3OjsrKS+fPnc/LkSfbu3cvatWsZO3Ys1dXVmJqaPhOjzZs3Y2VlxaNHjwgKCmL69OlYW1tTU1ODi4sLy5YtY8uWLWRkZLBkyRK8vb2lhfmTamtrUSqV7N+/H3t7eyIjIzl06BBhYWGsXbuW1atXExISwq+//kpwcHCjfa9evcqJEyfIzs5Gp9MRGBgoLdSnTZsmvX779u1kZmaiUCgAuH37NocOHeLatWssXrwYX19fcnJy8PLyYvHixeh0unanN+29epD7j55Nx+kuZDKTVhu4dAfticNNTSWDLAe+5BEJgiAIQscY3ELdwsKCrKwsioqKKCgoYNmyZaxYsYLZs2c/81oTExN8fHwAKC8v5/vvv+e9994DoK6uDltbW+m1s2bNAsDd3R2NRtNknnVxcTHx8fEA+Pv7s3XrVmnblClTpDvi/fr1w8nJCdDXFa+oqMDZ2RkPDw/OnTuHg4MDWq0WJycnUlJS8PX1lT5cNDRIys/Pb5Q3rtFo0Gg0jBkzhtjYWORyOdOnT5caIz0pJSWFzz//HICffvqJ69evY21tjUwmY8qUKQCMGjWKr776qsVYl5eXM2jQIOzt7QEIDAzk4MGDhIWFMWHCBHJzc4mOjubYsWPP7FtUVMTUqVOlNCRvb29pW2lpKTt27KCqqorq6mq8vLykbVOnTpXqpd+9exeA0aNHo1KpePz4MVOnTsXZ2bnFcT9NJjNBpmtf2lNX09D2vbtraxzsrV/Ha7D7C20Z3Z729O3V3nb2HZlXQwwNtZ12ezw9h7bOrSvFALrOPDqqvXEw9Nbyz6MrzaUjnoyDob/PBrdQB/0CfPz48YwfP55hw4aRnZ3d5ELd1NRUykuvr6/H0dGR9PT0Jo/Z0Nq+ud9b26chFcfIyEj6GcDY2JjHjx8DMGfOHPbs2YODg4M03ubK1NfV1ZGeno6ZmVmjvy9cuJBJkyaRl5dHcHAw+/bta9Sls6CggPz8fNLT0zE3N0ehUFBbWwuATCaTxmxsbIxO1/LdxZZK6NfV1VFWVoapqSn379/ntddee+Y1zcVQqVSSkJDA8OHDycrKatTc6MnYNXB3dyc1NZW8vDwiIyOZP38+AQEBLY79SQqnuaKOuqiN+1xxeJFxa2t7+vZqbzv7jl4PDeP/o19TTcWhrXPrKjEA8f9Dg+eJQ2e2lu8M4lrQezoOnfk+P08ddYNbqF+7dg1jY2PeeOMNAEpKShg4UP8VtYWFBdXV1dLd6SfZ29ujVqspLi7G1dUVrVbLjz/+iKOjIwAnTpzAw8ODoqIievXqRa9evbCwsECj0UjHcHV15bPPPiMgIIDjx48zduzYdo3dxcWFW7du8e233/Lpp58C4Onpyfvvv09YWBjW1tbcv38fKysrvLy8SE1N5a9//as0T2dnZ27cuIGTkxNOTk5cunSJ8vLyRgv1qqoq+vTpg7m5OWVlZVy6dKnVcTXE7WkODg5UVFRw/fp1Bg8ezLFjx3B3dwf0FXaGDBnC8uXLUalUpKenI5PJpH3d3d1RKpUsXLiQx48fc/bsWSlXvrq6GltbW7RaLcePH6d///4tjq+iooL+/fsTHBxMTU0N33zzTbsW6oJgKNrSnr69RDt7QRCE7svgFuo1NTVs3LiRBw8eYGJiwuDBg4mOjgYgODiYBQsWYGtrS0pKSqP9evTowa5du9i4cSNVVVXodDpCQ0OlhXqfPn2YO3eu9DAp6NNZli5dypkzZ4iKiuLDDz9EpVKRlJQkPUzaXjNmzKCkpIQ+ffoA4OjoSHh4OAqFAmNjY0aMGEFsbCxr1qwhOjoauVyOTqfDzc2N6OhokpOTKSgokNJDJk6c2Oj4EydO5PDhw8jlcuzt7Xnzzdbvss2cOZOoqChSUlLYtWuX9HdTU1NiYmKIiIiQHiadN28e5eXlHDlyhCNHjmBpaYm7uzuJiYksXbpU2nfkyJHMnDkTf39/7OzsGn2oiYiIYM6cOdjZ2TFs2LAmPyQ8qbCwkKSkJF555RV69uxJXFxcm2ItCIIgCILQlRnVt5T/0EUoFAoiIyMZPXr0Sz/XokWLCAsLw9PT86WfS9D75ReNSH0RX2f+7nF4WW3n23vcjsbhZc2jszUVh7bOravEAH7/fxeG4nni0Jmt5TuDuBb0no5DZ77Pz5P6YpANj/6IHjx4gI+PD6ampmKRLgiCIAiCIHSYwaW+vAxPp8m8DL179+bUqVMv/TyCIAiCIAhC92CQd9QTExOZNWsWcrkcf39/Ll++DOgfcGxvje2WFBQUcPHixRd2PEN1+vTpRqUgd+7cSX5+/nMda8GCBU2WtoyPjycpKem5xygIgiAIgiA0ZnB31IuLizl37hxHjx6lR48eqNVqtFotoO9O6ufnJ9XufpJOp5NKNbZVYWEhPXv2ZMyYrpF/1pzTp08zefJkhg4dCugf9nxen3zy4mtEC4IgCIIgCM8yuIX6nTt3sLa2luptN5RiPHDgALdv3yY0NBQrKytSUlJwdXUlLCyML7/8klWrVmFmZkZsbCw1NTVYW1sTExPDq6++ikKhYPjw4Vy5ckWq+mJjY8Phw4cxNjbm008/JSoqigEDBqBSqVCr1VLVl4EDB6JUKjE1NeXatWtUVlYSExPD0aNHuXTpEi4uLsTGxnLkyBFKS0tRqVQAZGRkUFZWxurVq8nOziYpKUlqmLR161bUajXr1q2jsrISAJVKxdixYyksLGTTpk2Avk55amoqlpaNHzxYsmQJt27dora2lpCQEKksoqurKyEhIZw9exYzMzMSEhK4ceMGX3zxBYWFhSQmJhIfH09CQoLUqfT8+fPExcVJVV82bNhAbW0tQUFBJCYm4uDgwPLly/Hw8CA4OBhvb28yMzOxsbEhMTGR7OxsBgwYgI2NjdSZNCMjg/T0dLRaLYMHD2bLli2Ym5ujVCqxtLTk6tWr3Llzh5UrV+Lr68vt27dZtmwZGo0GnU7H+vXrcXNze/kXmyAIgiAIggEzuIX6hAkT2L17Nz4+Pnh6ejJz5kzGjRtHSEgI+/fvJzk5WVq819TU4OjoSEREBFqtFoVCQUJCAjY2Npw4cYLt27dLJRYfPnzI4cOHuXDhAiqVipycHObOnUvPnj2ZP38+AOHh4QQEBBAYGEhmZiYbN24kISEB0D8seuDAAc6cOUN4eDhpaWk4OjoSFBRESUkJs2bNws/Pj5UrVyKTycjKymLDhg2UlpaSmJhIWloaNjY23L9/H4BNmzYRGhqKm5sblZWVzJ8/n5MnT7J3717Wrl3L2LFjqa6uxtTU9JkYbd68GSsrKx49ekRQUBDTp0/H2tqampoaXFxcWLZsGVu2bCEjI4MlS5bg7e0tLcyfVFtbi1KpZP/+/djb2xMZGcmhQ4cICwtj7dq1rF69mpCQEH799VeCg4Mb7Xv16lVOnDhBdnY2Op2OwMBAaaE+bdo06fXbt28nMzMThUIBwO3btzl06BDXrl1j8eLF+Pr6kpOTg5eXF4sXL0an07U7vWnv1YPcf/RsOk53IZOZvPAmO39Ev3ccbmoqGWQ58Hc7vyAIgtD1GNxC3cLCgqysLIqKiigoKGDZsmWsWLGiyc6kJiYm+Pj4AFBeXs7333/Pe++9B+g7a9ra2kqvnTVrFqBv1KPRaJrMsy4uLiY+Ph4Af39/tm7dKm2bMmWKdEe8X79+ODk5ATB06FAqKipwdnbGw8ODc+fO4eDggFarxcnJiZSUFHx9faUPF1ZWVgDk5+c3yhvXaDRoNBrGjBlDbGwscrmc6dOnY2Fh8cw4U1JS+PzzzwH46aefuH79OtbW1shkMqZMmQLAqFGj+Oqrr1qMdXl5OYMGDcLe3h6AwMBADh48SFhYGBMmTCA3N5fo6GiOHTv2zL5FRUVMnTpVSkPy9vaWtpWWlrJjxw6qqqqorq7Gy8tL2jZ16lSpRvzdu3cBGD16NCqVisePHzN16lScnZ1bHPfTZDITZLr2pT11NQ0tz7u73zMO9tav4zXY/YW3oX6edvYdGcPznM9QPT2Hts6tK8UAus48Oqq9cTD01vLPoyvNpSOejIOhv88Gt1AH/QJ8/PjxjB8/nmHDhpGdnd3kQt3U1FTKS6+vr8fR0ZH09PQmj/l0u/unf29tn4ZUHCMjI+lnAGNjYx4/fgzAnDlz2LNnDw4ODtJ4mytTX1dXR3p6OmZmZo3+vnDhQiZNmkReXh7BwcHs27evUWfSgoIC8vPzSU9Px9zcHIVCQW1tLQAymUwas7GxMTpdy3cXWyqhX1dXR1lZGaampty/f5/XXnvtmdc0F0OlUklCQgLDhw8nKyuLwsJCaduTsWvg7u5OamoqeXl5REZGMn/+/HZ1JlU4zRV11EVtXIOJw4seQ3vb2Xc0Du09n6FqKg5tnVtXiQEYzr+L39vzxKEzW8t3BnEt6D0dh858n5+njrrBLdSvXbuGsbExb7zxBgAlJSUMHKj/OtnCwoLq6mrp7vST7O3tUavVFBcX4+rqilar5ccff5Q6k544cQIPDw+Kioro1asXvXr1wsLCAo1GIx3D1dWVzz77jICAAI4fP96o22ZbuLi4cOvWLb799ls+/fRTADw9PXn//fcJCwvD2tqa+/fvY2VlhZeXF6mpqfz1r3+V5uns7MyNGzdwcnLCycmJS5cuUV5e3mihXlVVRZ8+fTA3N6esrIxLly61Oq6GuD3NwcGBiooKrl+/zuDBgzl27Bju7u6AvsLOkCFDWL58OSqVivT0dGQymbSvu7s7SqWShQsX8vjxY86ePSvlyldXV2Nra4tWq+X48eP079+/xfFVVFTQv39/goODqamp4ZtvvmnXQl0QurqbVZVSE57WdDQFSKTwCIIgGA6DW6jX1NSwceNGHjx4gImJCYMHDyY6OhqA4OBgFixYgK2t7TO10Xv06MGuXbvYuHEjVVVV6HQ6QkNDpYV6nz59mDt3rvQwKejTWZYuXcqZM2eIioriww8/RKVSkZSUJD1M2l4zZsygpKSEPn36AODo6Eh4eDgKhQJjY2NGjBhBbGwsa9asITo6Grlcjk6nw83NjejoaJKTkykoKJDSQyZOnNjo+BMnTuTw4cPI5XLs7e158803Wx3TzJkziYqKIiUlhV27dkl/NzU1JSYmhoiICOlh0nnz5lFeXs6RI0c4cuQIlpaWuLu7k5iYyNKlS6V9R44cycyZM/H398fOzq7Rh5qIiAjmzJmDnZ0dw4YNa/JDwpMKCwtJSkrilVdeoWfPnsTFxbUp1oIgvHiDLAfi1r/1/1cEQRCEl8+ovqX8hy5CoVAQGRnJ6NGjX/q5Fi1aRFhYmOhO2ol++UUjUl/E15ldNg7tbWffVePQXk3Foa2xbG/MDZm4HvSeJw6d2Vq+M4hrQe/pOHTm+/w8qS8G2fDoj+jBgwf4+PhgamoqFumCIAiCIAhChxlc6svL8HSazMvQu3dvTp069dLPIwiCIAiCIHQPBnlHPTExkVmzZiGXy/H39+fy5cuA/gHH9tbYbklBQQEXL158YcczVKdPn25UCnLnzp3k5+cD+rKKarX6mX3S0tLIzs5u8bhZWVn8/PPP0u9r1qxpdB5BEARBEATh+RncHfXi4mLOnTvH0aNH6dGjB2q1Gq1WC+i7k/r5+Um1u5+k0+mkUo1tVVhYSM+ePRkzpmvknzXn9OnTTJ48maFDhwL6hz1bM2/evFZfc/ToURwdHaWqLg0dVQVBEARBEISOM7iF+p07d7C2tpbqbTeUYjxw4AC3b98mNDQUKysrUlJScHV1JSwsjC+//JJVq1ZhZmZGbGwsNTU1WFtbExMTw6uvvopCoWD48OFcuXJFqvpiY2PD4cOHMTY25tNPPyUqKooBAwagUqlQq9VS1ZeBAweiVCoxNTXl2rVrVFZWEhMTw9GjR7l06RIuLi7ExsZy5MgRSktLUalUAGRkZFBWVsbq1avJzs4mKSlJapi0detW1Go169ato7KyEgCVSsXYsWMpLCyUFrxGRkakpqZiadn4wYMlS5Zw69YtamtrCQkJkcoiurq6EhISwtmzZzEzMyMhIYEbN27wxRdfUFhYSGJiIvHx8SQkJDTqVJqUlERBQQEA//jHPxg8eDDx8fFS19aSkhLWrVvHw4cP+dOf/sTmzZs5f/48V69e5f/9v/+HmZkZ6enpLFiwQHpo97//+7/Zvn07Op0Oa2trkpOTGx0T4O2332bPnj3Y2NjwwQcfcOvWLerq6liyZAkzZ85s8zUjOpOKzqTQ+XFw6/8mXnYenXY+QRAEofsxuIX6hAkT2L17Nz4+Pnh6ejJz5kzGjRtHSEgI+/fvJzk5WVq819TU4OjoSEREBFqtFoVCQUJCAjY2Npw4cYLt27dLJRYfPnzI4cOHuXDhAiqVipycHObOndto4RgeHk5AQACBgYFkZmayceNGEhISAP3DogcOHODMmTOEh4eTlpaGo6MjQUFBlJSUMGvWLPz8/Fi5ciUymYysrCw2bNhAaWkpiYmJpKWlYWNjw/379wH93efQ0FDc3NyorKxk/vz5nDx5kr1797J27VrGjh1LdXU1pqamz8Ro8+bNWFlZ8ejRI4KCgpg+fTrW1tbU1NTg4uLCsmXL2LJlCxkZGSxZsgRvb+9GC/OnWVpakpmZSXZ2Nps3b+Y//uM/Gm2PjIwkKiqKcePGsXPnTj7++GPWrFnDwYMHm6ymo1ariYqKIjU1lddff12ac3P+9a9/8eqrr/Kf//mfgL5WfHuIzqSiM2mDzorDj/dvIlObEPjmtJd+rs7uTNqViM6kel1lHh0lOpN2rbl0hOhM2gEWFhZkZWVRVFREQUEBy5YtY8WKFU12JjUxMcHHxweA8vJyvv/+e9577z1A31nT1tZWeu2sWbMAfaMejUbDgwfP3oEtLi4mPj4eAH9/f7Zu3SptmzJlinRHvF+/fjg5OQEwdOhQKioqcHZ2xsPDg3PnzuHg4IBWq8XJyYmUlBR8fX2lDxdWVlYA5OfnN8rn1mg0aDQaxowZQ2xsLHK5nOnTp2NhYfHMOFNSUvj8888B+Omnn7h+/TrW1tbIZDKmTJkCwKhRo/jqq6/aFPO3335bitHTteOrqqqoqqpi3LhxAAQGBraaOnPp0iXc3Nx4/fXXG825OcOGDSMuLo6tW7cyZcoU3Nzc2jTuBqIzqSi5BZ0bhx0X96DV6jrlfJ3dmbSrEJ1J9cT1oCc6k4proYHoTPoCmJiYMH78eMaPH8+wYcPIzs5ucqFuamoq5aXX19fj6OhIenp6k8d8ut3907+3tk9DKo6RkZH0M4CxsTGPHz8GYM6cOezZswcHBwdpvM2Vqa+rqyM9PR0zM7NGf1+4cCGTJk0iLy+P4OBg9u3b16gzaUFBAfn5sc9AAAAAIABJREFU+aSnp2Nubo5CoaC2thYAmUwmjdnY2Bid7vdJh6ivr28yviYmJtTV1Um/N4zb3t6erKws8vLy+Mc//sGECRN4//33O228giAIgiAIhsjgqr5cu3aNH3/8Ufq9pKSEgQP17awtLCya7XJpb2+PWq2muLgYAK1WS2lpqbT9xIkTABQVFdGrVy969er1zPFcXV357LPPADh+/Hijbptt4eLiwq1bt8jJyZHuUnt6epKbm8u9e/cApDQQLy8vUlNTG80T4MaNGzg5ObFw4UJGjRpFeXl5o3NUVVXRp08fzM3NKSsr49KlS62Oq6W4AZw8eRLQx8jV1bXRtl69etG7d2+KiooAOHbsGO7u7i0e19XVlQsXLvC///u/jeZsZ2fHt99+C8A333zDzZs3Afj5558xNzfH39+f+fPnS68RBEEQBEHozgzujnpNTQ0bN27kwYMHmJiYMHjwYKKjowEIDg5mwYIF2NraPlMbvUePHuzatYuNGzdSVVWFTqcjNDQUR0dHAPr06cPcuXOlh0lBn86ydOlSzpw5Q1RUFB9++CEqlYqkpCTpYdL2mjFjBiUlJfTp0wcAR0dHwsPDUSgUGBsbM2LECGJjY1mzZg3R0dHI5XJ0Oh1ubm5ER0eTnJxMQUEBxsbGDB06lIkTJzY6/sSJEzl8+DByuRx7e3vefLP1Vt8zZ84kKiqKlJQUdu3a9cz23377jTlz5lBXV8e2bdue2R4XFyc9TPr6669LcQkMDGTdunXSw6QNbGxsiI6O5u9//zt1dXX07duXffv24ePjw7Fjx/D392f06NG88cYbAHz//fds2bIFY2NjXnnlFdavX9/WcAuCIAiCIHRZRvXN5WZ0IQqFosmHHl+GRYsWERYWJrqTdqJfftGIHHWRd9jpOeo3qyoZ1GvgSz/XTU0lgywHtrmdvbge9JqKw46LewBajWVbX/dHIK4HveeJQ2e2lu8M4lrQezoOnfk+P0+OusGlvvxRPXjwAB8fH0xNTcUiXRCEF2aQ5UDc+rf+zZkgCILQ9Rhc6svL8HSaTANnZ2eGDRtGfX09JiYmREVFPVfzo7S0NMzNzTl16hRKpZLc3Fx8fX079U5+a5RKZYslGpuyZs0a3nvvPYYOHYq3tzeZmZlS9ZqOunLlCseOHePDDz98IccThM42qFfb73ILgiAIwvPoFgv15piZmXHs2DFAX8t727ZtjR7wbKu2dPH8I3qZnUZHjx5tEB9gBEEQBEEQDJVIffk/Go2G3r17A1BdXU1oaCiBgYHI5XJOnz4tvS47Oxu5XC41NwKIj48nKSmpxeM/WU0lNzcXpVIJ6CuuvP322/j5+fHnP/+5yX0/+eQT6ZwfffQRoK8SExwcjFwu529/+xu//voroO+I+s477+Dn58ff//53Hj58KB2nqKiIuXPn8tZbb5Gbmwvoyz0uWrRIek10dDRZWVmAPrf/ypUrz4zn2LFjBAUF4e/vz9q1a6UykK6urmzfvh0/Pz+Cg4O5e/dus3N88ryFhYX4+/vj7+9PQEAAGo2mxVgKgiAIgiB0B936jvqjR4/w9/entraWO3fukJycDOjrs+/evRtLS0vUajXvvvsub731Fj/88EOTXUY7IiEhgaSkJPr3799kE6a8vDzOnDlDRkYG5ubm0jmb6xY6bdo0goODAdi+fTuZmZkoFAoAbt++zaFDh7h27RqLFy9uVxpMg7KyMk6ePElaWhoymYz169dz/PhxAgICmu2M2toc29KNtSV7rx7k/qNnj9tdyGQmUoOW7qwz49DwgKcgCIIgvEzdeqH+ZOpLcXExq1atIicnh/r6erZt28aFCxcwNjbm559/5u7du3z99ddNdhntCFdXV5RKJTNmzGDatGfbkZ8/f57Zs2djbm4unbOlbqGlpaXs2LGDqqoqqqur8fLyko41depUqexjw93u9jp//jxXr14lKCgI0H/Y6du3L0CznVFbm2NburG2RCYzQabrnNbxhqqh5Xl311lxsLd+Ha/B7gbbctpQx9XZno5Dw/XRWnza+ro/iq4yj45qbxwMvbX88+hKc+mIJ+Ng6O9zt16oP8nV1ZV79+6hVqvJy8tDrVaTlZWFTCbD29ub2traZruMtldDR07Qp5pcvnyZc+fOERAQQHZ2NtbW1tL25rp8NkepVJKQkMDw4cPJysqisLBQ2vZkR9UGzXULbU59fT2BgYGsWLHimW3NdUZtao5Paq0ba2sUTnNFeUZRcut3iYMhxl1cD3pNxaHhG5fW4tPW1/0RiOtB73ni0Jmt5TuDuBb0no5DZ77PojxjB5SVlaHT6aQ71n379kUmk/H1119TUVEBNN9ltC369etHWVkZdXV1jXLeb9y4gYuLCxEREVhbW3Pr1q1G+02YMIF//vOfUq75/fv3W+wWWl1dja2tLVqtluPHj7c6Ljs7O8rKyvjtt9+oqqri/PnzLb7e09OTU6dO8csvv0jjaYhPc1qbY2vdWAVBEARBELqjbn1HvSFHHfR3iuPi4jAxMUEul7N48WJmz56Ns7MzDg4OQPNdRttixYoVLFq0iAEDBuDo6EhNTQ0AW7Zs4fr169TX1+Ph4cHw4cMb7Tdx4kS+++473nnnHWQyGZMmTWL58uXNdguNiIhgzpw52NnZMWzYMKqrq1sc14ABA/D19UUul/PGG28wYsSIFl8/dOhQPvjgA/7yl79QV1eHTCZj7dq12NnZNbtPU3N88k5/a91YBUEQBEEQuqNu0ZlU6NpEZ1LxdSaIODQQcdATnUn1xPWgJzqTimuhgehMKgiCIAiCIAhCh4mFuiAIgiAIgiAYIINcqCcmJjJr1izkcjn+/v5cvnwZgP379zdq4NNRBQUFXLx48YUdz1CdPn2aH374Qfp9586d5OfnP9exFixY0GQt9LY0fRIEQRAEQRDazuAeJi0uLubcuXMcPXqUHj16oFar0Wq1ABw4cAA/Pz+ppviTdDodJibtq6FcWFhIz549GTOma+SfNef06dNMnjyZoUOHAkg115/HJ5988qKGJQiCIAiCILTA4Bbqd+7cwdraWqr53dBc6MCBA9y+fZvQ0FCsrKxISUnB1dWVsLAwvvzyS1atWoWZmRmxsbHU1NRgbW1NTEwMr776KgqFguHDh3PlyhU0Gg2bN2/GxsaGw4cPY2xszKeffkpUVBQDBgxApVKhVquxsbEhJiaGgQMHolQqMTU15dq1a1RWVhITE8PRo0e5dOkSLi4uxMbGcuTIEUpLS1GpVABkZGRQVlbG6tWryc7OJikpCSMjI5ycnNi6dStqtZp169ZRWVkJgEqlYuzYsRQWFrJp0yYAjIyMSE1NxdKy8YMHS5Ys4datW9TW1hISEsK7774L6GvBh4SEcPbsWczMzEhISODGjRt88cUXFBYWkpiYSHx8PAkJCUyePBlfX1/Onz9PXFwcOp2OUaNGsWHDBmprawkKCiIxMREHBweWL1+Oh4cHwcHBeHt7k5mZiY2NDYmJiWRnZzNgwABsbGwYOXKkNPf09HS0Wi2DBw9my5YtmJubo1QqsbS05OrVq9y5c4eVK1fi6+vL7du3WbZsGRqNBp1Ox/r163Fzc3v5F5sgCIIgCIIBM7iF+oQJE9i9ezc+Pj54enoyc+ZMxo0bR0hICPv37yc5OVlavNfU1ODo6EhERARarRaFQkFCQgI2NjacOHGC7du3S2ULHz58yOHDh7lw4QIqlYqcnBzmzp1Lz549mT9/PgDh4eEEBAQQGBhIZmYmGzduJCEhAYAHDx5w4MABzpw5Q3h4OGlpaTg6OhIUFERJSQmzZs3Cz8+PlStXIpPJyMrKYsOGDZSWlpKYmEhaWho2NjZS7fVNmzYRGhqKm5sblZWVzJ8/n5MnT7J3717Wrl3L2LFjqa6uxtTU9JkYbd68GSsrKx49ekRQUBDTp0/H2tqampoaXFxcWLZsGVu2bCEjI4MlS5bg7e0tLcyfVFtbi1KpZP/+/djb2xMZGcmhQ4cICwtj7dq1rF69mpCQEH799VeCg4Mb7Xv16lVOnDhBdnY2Op2OwMBAaaE+bdo06fXbt28nMzMThUIBwO3btzl06BDXrl1j8eLF+Pr6kpOTg5eXF4sXL0an07U7vWnv1YPcf/RsOk53IZOZSA1aujMRBz0RB72m4nBTU8kgy4G/04gEQRDaz+AW6hYWFmRlZVFUVERBQQHLli1jxYoVzJ49+5nXmpiY4OPjA0B5eTnff/897733HgB1dXXY2tpKr501axYA7u7uaDSaJvOsi4uLiY+PB8Df35+tW7dK26ZMmSLdEe/Xrx9OTk6Avq54RUUFzs7OeHh4cO7cORwcHNBqtTg5OZGSkoKvr6/04cLKygqA/Pz8RnnjGo0GjUbDmDFjiI2NRS6XM336dCwsLJ4ZZ0pKCp9//jkAP/30E9evX8fa2hqZTMaUKVMAGDVqFF999VWLsS4vL2fQoEHY29sDEBgYyMGDBwkLC2PChAnk5uYSHR3NsWPHntm3qKiIqVOnSmlI3t7e0rbS0lJ27NhBVVUV1dXVeHl5SdumTp0q1Uu/e/cuAKNHj0alUvH48WOmTp2Ks7Nzi+N+mkxmgkzXOa3jDVVDy/PuTsRBT8RB7+k42Fu/jtdg91ZbhTfsZ6gtxdurq8yjo9obB0NvLf88utJcOuLJOBj6+2xwC3XQL8DHjx/P+PHjGTZsGNnZ2U0u1E1NTaW89Pr6ehwdHUlPT2/ymA2t7Zv7vbV9GlJxjIyMpJ8BjI2Nefz4MQBz5sxhz549ODg4SONtrkx9XV0d6enpmJmZNfr7woULmTRpEnl5eQQHB7Nv3z6GDBkibS8oKCA/P5/09HTMzc1RKBTU1tYCIJPJpDEbGxuj07V8V62lEvp1dXWUlZVhamrK/fv3ee211555TXMxVCqVJCQkMHz4cLKysho1N3oydg3c3d1JTU0lLy+PyMhI5s+fT0BAQItjf5LCaa6ooy5q44o4/B8RB72W4tBafBruxHeFOIrrQe954tCZreU7g7gW9J6OQ2e+z12ijvq1a9f48ccfpd9LSkoYOFD/VaWFhUWznTbt7e1Rq9UUFxcDoNVqKS0tlbafOHEC0N8J7tWrF7169XrmeK6urnz22WcAHD9+nLFjx7Zr7C4uLty6dYucnBzefvttADw9PcnNzeXevXsAUuqLl5cXqampjeYJcOPGDZycnFi4cCGjRo2ivLy80Tmqqqro06cP5ubmlJWVcenSpVbH1VzcHBwcqKio4Pr16wAcO3YMd3d3QF9hZ8iQIWzbtg2VSiU90NvA3d2dzz//nEePHqHRaDh79qy0rbq6GltbW7RaLcePH291fBUVFfTt25fg4GDeeecdvvnmm1b3EQRBEARB6OoM7o56TU0NGzdu5MGDB5iYmDB48GCio6MBCA4OZsGCBdja2pKSktJovx49erBr1y42btxIVVUVOp2O0NBQHB0dAejTpw9z586VHiYFfTrL0qVLOXPmDFFRUXz44YeoVCqSkpKkh0nba8aMGZSUlNCnTx8AHB0dCQ8PR6FQYGxszIgRI4iNjWXNmjVER0cjl8vR6XS4ubkRHR1NcnIyBQUFUnrIxIkTGx1/4sSJHD58GLlcjr29PW+++WarY5o5cyZRUVGkpKSwa9cu6e+mpqbExMQQEREhPUw6b948ysvLOXLkCEeOHMHS0hJ3d3cSExNZunSptO/IkSOZOXMm/v7+2NnZNfpQExERwZw5c7Czs2PYsGHNfrhqUFhYSFJSEq+88go9e/YkLi6uTbEWBEEQBEHoyozqW8p/6CIUCgWRkZGMHj36pZ9r0aJFhIWF4enp+dLPJej98otGpL6IrzNFHP6PiINeR+Kw4+IeAD4YE/4ih/S7ENeD3vPEoTNby3cGcS3oPR2Hznyfu0Tqyx/VgwcP8PHxwdTUVCzSBUEQBEEQhA4zuNSXl+HpNJmXoXfv3pw6deqln0cQBEEQBEHoHgzqjrqzszP+/v74+fkRGBjIxYsXn+s4aWlpZGdnA/oKJLm5uYA+BebKlSsvbLwv24IFC6Qykq6urgD8/PPPjXLFDd3OnTvJz8//vYchCIIgCILwh2NQd9TNzMykmt3/+te/2LZtW6PKKG01b968Fz2038Unn3zyzN/69+/f6IHQzqTT6aRymG0VERHxkkYjCIIgCILQtRnUQv1JGo2G3r17A/pyf0uWLOHBgwc8fvyYiIgIpk6dCkB2djZJSUlSM6KtW7cSHx/fqONoU1xdXaVSjrm5uZw7d47Y2FhOnjzJ7t27MTY2plevXhw8eLDRfgUFBcTHx9O3b1++++47pk2bxrBhwzhw4AC1tbXs3r2bP/3pT3zxxRckJiai1WqxsrLio48+ol+/fhQWFrJp0yZAX4c8NTWVmpoali1bhkajQafTsX79etzc3PD29iYzM1NqlgRw8+ZNwsPDycnJoba2lvXr13P16lVMTExQKpV4eHhw8+ZNIiMjpQ6fUVFRjBkzhoKCAj7++GOsra35/vvvGTlyJB999BFGRkacP3+euLg4qfrLhg0b6NGjB97e3syePZuvvvqKf/u3f2P06NFs2LCBe/fuYWZmxr//+78zZMgQFi9ejI+PDwEBAVIH2H/84x8olUqpK+qT87ly5QpbtmwhJSWlyZhYWrb9YQvRmVR0ooTOj4Nb/zfxsvPotPMJgiAI3Y9BLdQfPXqEv78/tbW13Llzh+TkZEBfRnD37t1YWlqiVqt59913eeutt/jhhx9ITEwkLS0NGxsbqUZ5RyQkJJCUlET//v2b7F4K8N1333HixAmsrKx46623mDNnDpmZmSQnJ5OSksKaNWsYO3YsGRkZGBkZceTIEf7rv/4LpVLJ3r17Wbt2LWPHjqW6uhpTU1MyMjLw8vJi8eLF6HQ6aYHdmoYPEcePH6esrIz58+dz6tQp+vbty759+zA1NeXHH39k+fLlZGVlAfDtt9/y2Wef8eqrrzJv3jz+53/+h9GjR6NUKtm/fz/29vZERkZy6NAhwsLCpPinpaUBEBoayoYNG3jjjTe4fPkyG/5/9u48Lspy///4a2YcEXdwIYWOgSJiGKHicvRo4UbqsCiilqgnTy4tkvoQCY9WZIFLWmnS+Zq7hpIZhCWdLOV0UkHSOtrJX4YoiXu4sMg2zO+PifuAgDIs4wCf5+Pb4wBzL5/7um/5XlxzzfV+/XW2bdvGG2+8weTJk3FwcGDz5s2VBk9VpKI2MYUkk0oSZQlztcO5mxfQZmrwf3yEWc5nKktN2DO36raDJJM2TJJM2rCupSYkmbSaSk99OXHiBIsWLWLfvn0YDAZWr17NsWPHUKvVXLlyhevXr3P06FG8vb2VEee2bdvWuAYPDw9CQ0N56qmnGDGi4v8n3KtXLzp27AjAn/70JwYNGgRA9+7dSUpKAuDy5cvMmzePa9euUVBQgIODAwC9e/cmMjISnU7HyJEjadGiBb169SIsLIyioiKGDx+Oq6trlWr9/vvvmTJlCgBdu3alc+fOpKWlYW9vT3h4OKdPn0atVpcJkHrssceUlNEePXqQkZFBy5YtcXBwwNHREQB/f3927typdNRHjx4NGN/ZOHHiRJnpLAUFBQC0b9+euXPnMnXqVNatW2fSvaioTUwhyaSy5BaYtx3eOf4BhYV6i2x3eR6MatIOkkza8EgyqTwLJSSZtJZ4eHhw48YNMjMziY+PJzMzk7179xIXF0f79u3Jz8+ntpaAz8/PV74ODw/n5Zdf5tKlS/j5+SmJoqU1bdpU+VqtVivfq9Vq9HrjDV+2bBnPPPMM8fHxhIeHKx3amTNnsmzZMvLy8ggMDCQ1NRVPT0927NiBnZ0dISEhygdh76ey69+yZQvt27cnLi6OTz75pEyqaOnaNRoNer3+vu1obW2tnK9169bExcUp/+3fv1/Z7pdffqFt27ZcvXq1wuNoNBrlXKXbvKI2EUIIIYRo7Cy2o56amoper6dt27ZkZWXRrl07tFotR48eJSMjA4CBAweSkJCgdKZNmfrSvn17UlNTKS4u5sCBA8rP09PTcXd3Jzg4GBsbGy5fvlyt+rOysrCzswMo0/FOT0/HxcWFmTNn4ubmRlpaGhkZGbRr147AwEDGjx/PTz/9VKVzeHp6Eh8fD0BaWhqXLl3CycmJrKwsOnTogFqtJi4uTvnjoTJOTk5kZGRw/vx5AOLi4vD09Cy3XcnIe0nn3GAwcPr0aQD+85//8K9//YtPP/2UTZs28dtvv5Xb397enlOnTgHwz3/+855tIoQQQgjR2FnU1JeSOepg7AQuX74cjUaDTqdjzpw5jBs3DldXV5ycnABwdnZm9uzZBAUFoVar6dmzJ5GRkVU614IFC5g1axadOnXC2dmZ3NxcAFasWMH58+cxGAwMGDCAHj16VOtaXnzxRYKDg7Gzs8Pd3Z0LFy4AsHXrVpKSklCr1XTr1o0hQ4bw+eefs3HjRpo0aULz5s1Zvnx5lc7x9NNP8+qrr6LT6dBoNERERNC0aVOefvppXnrpJRISEujfvz/Nmze/53GsrKyIiIggODhY+TBpZSvnrFy5ktdee42oqCiKiooYPXo0Tk5O/P3vfyciIgI7OzsWLVpEWFgY27ZtK9cmixcv5h//+Afu7u7KzytqEyGEEEKIxk5lqK35I0I8IL//ni1z1GXeodnnqF/IuohDq85mOZ8pGsIqQLWxok5Nnod3jn8AwMu9Z9eoBksgvx+MqtMO5oyWNwd5Fozubgdz3ucGNUddCCFE43Mh+yIpV3540GUIIYRFsKipL66urnTv3h2DwYBGo1HW/zZVdHQ01tbW+Pn5lVnHOygoiJCQEHr16lUH1de+5557jrfffpvWrVsr675fuXKFN99884GFHpnq3XffxdPTkz//+c8PuhQhapVDq84WOeJa30fNSkazhRBCWFhHXZJJy5JkUiGEEEKIxstip77cnUw6bdo0/P390el0ZVZpiY2NRafT4ePjw8KFCwFYu3YtGzduvOfxPTw8lK8TEhIIDQ0FYP/+/YwdOxYfHx+eeeaZcvslJSUxZcoUgoODGTVqFKtWreKzzz4jICAAnU5Heno6AN988w0TJkzAz8+P6dOnc/36dQCSk5Px9fXF19cXPz8/srOzuXr1Ks888wy+vr6MHTuWlJQUALy8vMjMzCxz/gsXLjB27FjAuMThK6+8gk6nw8/Pj6NHjyrbPP300/j7++Pv78/x48eV2oOCgpg7dy7e3t4sWLBAWS7xyJEj+Pn5odPpeOWVV5TlJL28vFi3bh2TJ08mISGB9PR0ZsyYwbhx43j66aeVpRTnzJmjrG6za9cuFixYAEBoaCgJCQnlrufkyZMEBQVV2iZCCCGEEI2dRY2oSzKpJJNWJ5l006md3Myr+F41Bg3hw4O1wZztcCH7Ig4tLe+DpEIIIRoWi+qoSzKpJJNWJ5lUq9Wg1ZsnOt5SlUSeN3bmagdHm4cZ3MXTYiOnLbWuqii5h7VxDdU9Rm3WYAkaynXUlKntYOnR8tXRkK6lJkq3g6XfZ4vqqJdWOpk0MTFRSSbVarV4eXnVaTLpjz/+yKFDh/Dz8yM2NhYbG5sy21c1mXT69OkMGzaMpKQk1q1bBxhTOIcOHUpiYiKBgYFs3rxZSSZNTEwkJCSEGTNm4Ofnd9+6q5JMWlxczGOPPVZh7TVJJq1ITZJJ726Trl273rOm0oJcJsnyjPX4w4O15UG0gyW2e31/HkreFanpNdSkHWqrBktQ35+H2lKddjBntLw5yLNgdHc7mPM+V2d5RovtqFc1mfTFF19k+vTp2NjYcPPmzSqP5JYkkzo6OnLgwAFlFLckmdTd3Z2DBw9y+fLlch31qrhfMqmLiws//PADaWlpNGvWDDs7OwIDA8nNzeWnn36qUke9JJl04MCB5ZJJH3roIdRqNZ9++qlJyaRdunSpUjLpU089hcFg4P/9v/9Hjx49yiSTBgUFMWjQIB5++OEy+5ckkw4dOrTCZNLSbWJKR10I0bBcyLpY49VfKpoKVRvrswshhDlZVEddkkklmVSSSYUQdeFC9kUA6agLIeoVSSYV9Z4kk8rbmSDtUKK+t0NtpYLe3Q6mHFeSSRseSSaVZ6GEJJMKIYQQQgghakw66kIIIYQQQligRt1Rd3V1xdfXFx8fnzLBQKaKjo5WPjBaOuAnKCiIkydP1lq9NVG6rqpavHgxv/76K1Bx+FJNnDx5kmXLltXa8YQQQgghGhqL+jCpuZVet/3bb79l9erV7Nixw+TjVPbBy/ruzTffrLNj9+rVi169etXZ8YUQQggh6rtGPaJeWnZ2Nq1btwaMwT7Tpk3D398fnU7HgQMHlO1iY2PR6XT4+PiwcOFCANauXcvGjRvveXwPDw/l64SEBEJDQwHYv38/Y8eOxcfHh2eeeabCfTds2KCcc9WqVQD8/PPPBAYGotPpeOGFF7h16xYAMTExjB8/Hh8fH1566aUyKacpKSlMmjSJYcOGKaPrSUlJzJo1S9kmPDxcSTGt7B2BuLg4AgIC8PX1ZenSpcryjx4eHqxZswYfHx8CAwO5fv16pddY+rzJycn4+vri6+uLn58f2dnZ92xLIYQQQojGoFGPqJcsB5mfn8+1a9fYunUrYFyu8P3336dly5ZkZmYyceJEhg0bxq+//kpUVBTR0dHY2tpy8+bNGtewfv16Nm7ciJ2dHbdv3y73emJiIl9//TUxMTFYW1sr5wwJCWHJkiX069ePd999l3Xr1rF48WJGjBhBYGAgAGvWrGHPnj0EBQUBcPXqVT766CPOnj3LnDlz8Pb2Nrne1NRU9u/fT3R0NFqtltdee434+Hj8/PzIzc3F3d2defPmsWLFCmJiYnj++efve42bNm1i6dKl9OnTh5ycHKysrEyqadOpndzMK3/cxqKi9aIbI2kHo/reDheyL+LQsvODLkMIISxCo+6ol576cuLECRaXJecuAAAgAElEQVQtWsS+ffswGAysXr2aY8eOoVaruXLlCtevX+fo0aN4e3tja2sLUOVwpXvx8PAgNDSUp556ihEjRpR7/ciRI4wbN05JBy0JgMrKyqJfv34A+Pv7ExwcDMCZM2d45513yMrKIicnh8GDByvHGj58uLJWeclot6mOHDnCqVOnCAgIAIx/7LRr1w4ArVbLk08+CYCbmxvfffddla6xd+/eREZGotPpGDlypBI+VVVarQat3jzR8ZaqJPK8sZN2MKrP7eBo8zCDu3jWSpx3mZhwbdVjwk3Ztj5oKNdRU6a2g6VHy1dHQ7qWmijzu8HC73Oj7qiX5uHhwY0bN8jMzCQxMZHMzEz27t2LVqvFy8uL/Px8amvJ+fz8fOXr8PBwfvzxRw4dOoSfnx+xsbFlklANBgMqlarKxw4NDWX9+vX06NGDvXv3kpycrLzWtGnTcttrNBqKi4srrK0iBoMBf39/FixYUO41rVar1KpWq5UpMRVdY2kzZ85k6NChJCYmEhgYyObNm01KJg1ymSTrqMvauNIOf2go7VDTaygXE15Y9ZhwU7a1dA3leaip6rSDOaPlzUGeBaNyvxvMeJ9lHfUaSE1NRa/XKyPW7dq1Q6vVcvToUTIyMgAYOHAgCQkJ3LhxA8CkqS/t27cnNTWV4uLiMnPe09PTcXd3Jzg4GBsbGy5fvlxmv0GDBvHJJ58oc81v3rxJq1ataN26NSkpKYBxzrinpydgnF/foUMHCgsLiY+Pv29d9vb2pKamUlBQQFZWFkeOHLnn9gMHDuTLL7/k999/V+opaZ/K3O8a09PTcXFxYebMmbi5uZGWlnbfuoUQQgghGrpGPaJeMkcdjCPFy5cvR6PRoNPpmDNnDuPGjcPV1RUnJycAnJ2dmT17NkFBQajVanr27ElkZGSVzrVgwQJmzZpFp06dcHZ2Jjc3F4AVK1Zw/vx5DAYDAwYMoEePHmX2GzJkCKdPn2b8+PFotVqGDh3K/PnzWb58Oa+++ip37tzh4YcfJiIiAoDg4GAmTJiAvb093bt3Jycn5551derUCW9vb3Q6HY888gg9e/a85/bdunXj5Zdf5tlnn6W4uBitVsvSpUuxt7evdJ+KrrH0SP/WrVtJSkpSpuUMGTLknjUIIYQQQjQGKkNtzecQ4gH5/fdsmfoib2dKO/xB2sHo7nZ45/gHALzce/Z99zVlW0snz4NRddrBnNHy5iDPgtHd7WDO+yxTX4QQQgghhGggpKMuhBBCCCGEBZKOujCLvLw8pkyZQkZGBuPGjcPX15cxY8YQHR2tbDNv3jzOnTv34IoUQgghhLAg0lEXZvHJJ58wYsQIOnTowK5du4iLiyMmJoYNGzZw5coVACZPnsyHH374gCsVQgghhLAM0lEXZhEfH8+wYcNo2rSpsp57QUFBmTXc+/bty+HDhykqKnpQZZpMo1Gh1Wpo0kRFkyZqmjRRm7TuvRBCCCFEZRr18ozCPAoKCvjtt99wcHAA4NKlS8ycOZP09HRCQkKws7MDjCFJXbp04fTp07i5uVX5+JtO7eRm3u06qf1eVCrjtRUWFlJsKEYFqDUamlk1Q6Uy39/A94uM72v3OIPtB5itHiGEEELUDumoizp348YNWrX6XzRvp06diI+P58qVK7zwwguMGjWK9u3bA2Bra8vVq1dNOr5Wq0GrfzCR6U2aWAPWSmrtgxpNrywy/tzNC2gzNfg/PsLMFT0YlhoBbW7SDkZlYsK1VY8JN2Xb+qChXEdNmdoOlh4tXx0N6VpqoszvBgu/z9JRF3WuWbNmFBQUlPu5nZ0dzs7OpKSk4O3tDRhHqJs1a2bS8YNcJsk66pWsjfvO8Q8oLNQ3irVzZY1gI2kHo3Ix4YVVjwk3ZVtLJ8+DUXXawZzR8uYgz4JRud8NZrzPso66sEht2rRBr9eTn5/P5cuXycvLA+DWrVscP34cR0dHZdtz587RrVu3B1WqEEIIIYTFkBF1YRaDBg3i+++/x2AwEBkZiUqlwmAw8Oyzz+Li4gLA9evXsbKyomPHjg+4WiGEEEKIB0866sIspkyZwubNm1m5ciXx8fEVbrNv3z4mTpxo5soavgtZF5VI9NoiH1AVQggh6p5MfRFm0bNnT/r3749eX/nqJK1atcLf39+MVYnquJB9kZQrPzzoMoQQQogGzyJH1KOioti3bx9qtRq1Wk14eDju7u5s2bKFiRMnYm1tXSvnSUpKQqvV0rt371o5nqU6cOAAjzzyiDL3+91338XT05M///nPJh/rueee4+2336Z169Zlfr527VqaN2/OjBkzKt03ICDgnsceP368yfWI+3No1ZmXe8+utePV9ui8EEIIISpmcR31EydOcOjQIT799FOaNm1KZmYmhYWFAGzbtg0fH58KO+p6vR6NxrQl+pKTk2nevHmj6Kg/8cQTSkc9ODi42sfasGFDbZUlhBBCCCHuweI66teuXcPGxkZJr7S1tQWMnfSrV68ybdo02rZty/bt2/Hw8GD69On8+9//ZtGiRTRr1ozIyEhyc3OxsbEhIiKCjh07EhQURI8ePTh58iTZ2dm89dZb2NrasmvXLtRqNZ999hlLliyhU6dOhIWFkZmZia2tLREREXTu3JnQ0FCsrKw4e/YsFy9eJCIigk8//ZQffvgBd3d3IiMj+fjjjzlz5gxhYWEAxMTEkJqayiuvvEJsbCwbN25EpVLh4uLCypUryczM5NVXX+XixYsAhIWF0adPH5KTk3nzzTcB45rcO3bsoGXLskv5PP/881y+fJn8/HymTp2qzOv28PBg6tSpHDx4kGbNmrF+/XrS09P55ptvSE5OJioqirVr17J+/XqeeOIJvL29OXLkCMuXL0ev1+Pm5sbrr79Ofn4+AQEBREVF4eTkxPz58xkwYACBgYF4eXmxZ88ebG1tiYqKIjY2lk6dOmFra8ujjz6qXPvu3bspLCykS5curFixAmtra0JDQ2nZsiWnTp3i2rVrLFy4EG9vb65evcq8efPIzs5Gr9fz2muv0bdv37p/2IQQQgghLJjFddQHDRrE+++/z6hRoxg4cCCjR4+mX79+TJ06lS1btrB161al856bm4uzszPBwcEUFhYSFBTE+vXrsbW15YsvvmDNmjVEREQAcOfOHXbt2sWxY8cICwtj3759TJo0qcx0jdmzZ+Pn54e/vz979uxh2bJlrF+/HoDbt2+zbds2vv76a2bPnk10dDTOzs4EBATw888/M2bMGHx8fFi4cCFarZa9e/fy+uuvc+bMGaKiooiOjsbW1pabN28C8OabbzJt2jT69u3LxYsXmTFjBvv372fTpk0sXbqUPn36kJOTg5WVVbk2euutt2jbti15eXkEBAQwcuRIbGxsyM3Nxd3dnXnz5rFixQpiYmJ4/vnn8fLyUjrmpeXn5xMaGsqWLVtwdHQkJCSEjz76iOnTp7N06VJeeeUVpk6dyq1btwgMDCyz76lTp/jiiy+IjY1Fr9fj7++vdNRHjBihbL9mzRr27NlDUFAQAFevXuWjjz7i7NmzzJkzB29vb/bt28fgwYOZM2cOer2eO3fumPTMPKhkUktxr2TSC9kXcWjZ2cwVCSGEEKI2WFxHvUWLFuzdu5eUlBSSkpKYN28eCxYsYNy4ceW21Wg0jBo1CoC0tDR++eUX/vrXvwJQXFxMhw4dlG3HjBkDgKenJ9nZ2dy+Xb5jd+LECdauXQuAr68vK1euVF578sknlRHx9u3bK0sKduvWjYyMDFxdXRkwYACHDh3CycmJwsJCXFxc2L59O97e3sofF23btgXg8OHD/Prrr8rxs7Ozyc7Opnfv3kRGRqLT6Rg5ciQtWrQoV+f27dv56quvALh06RLnz5/HxsYGrVbLk08+CYCbmxvffffdPds6LS0NBwcHZR1zf39/du7cyfTp0xk0aBAJCQmEh4cTFxdXbt+UlBSGDx+uTEPy8vJSXjtz5gzvvPMOWVlZ5OTkMHjwYOW14cOHo1ar6datG9evXwegV69ehIWFUVRUxPDhw3F1db1n3Xd7kMmklqKyZFJHm4cZ3MWzVhPXLDm10RJrehCkHYwkmdSooVxHTUkyacO6lpqQZNIa0mg09O/fn/79+9O9e3diY2Mr7KhbWVkp89INBgPOzs7s3r27wmPeHe1elaj30tuUTMVRqVTK1wBqtZqioiIAJkyYwAcffICTk5NSb0m0/N2Ki4vZvXt3uRTOmTNnMnToUBITEwkMDGTz5s107dpVeT0pKYnDhw+ze/durK2tCQoKIj8/HwCtVqvUrFar77nCyr1qK6kvNTUVKysrbt68yUMPPVRum8raMDQ0lPXr19OjRw/27t1LcnKy8lrptivh6enJjh07SExMJCQkhBkzZuDn53fP2kuTZNL7p83VZuKapaY2SuqekbSDkSSTGsnzYCTJpPIslKhvyaQW11E/e/YsarWaRx55BICff/6Zzp2Nb923aNGCnJwcZXS6NEdHRzIzMzlx4gQeHh4UFhZy7tw5nJ2dAfjiiy8YMGAAKSkptGrVilatWtGiRQuys7OVY3h4ePD555/j5+dHfHw8ffr0Mal2d3d3Ll++zH//+18+++wzAAYOHMiLL77I9OnTsbGx4ebNm7Rt25bBgwezY8cO/va3vynX6erqSnp6Oi4uLri4uPDDDz+QlpZWpqOelZVFmzZtsLa2JjU1lR9+uP8yeSXtdjcnJycyMjI4f/48Xbp0IS4uDk9PTwC2bNlC165dmT9/PmFhYezevRutVqvs6+npSWhoKDNnzqSoqIiDBw8qc+VzcnLo0KEDhYWFxMfHY2dnd8/6MjIysLOzIzAwkNzcXH766SeTOurC/OpibfZ7kXXbhRBCNEYW11HPzc1l2bJl3L59G41GQ5cuXQgPDwcgMDCQ5557jg4dOrB9+/Yy+zVt2pT33nuPZcuWkZWVhV6vZ9q0aUpHvU2bNkyaNEn5MCkYp7PMnTuXr7/+miVLlvD3v/+dsLAwNm7cqHyY1FRPPfUUP//8M23atAHA2dmZ2bNnExQUhFqtpmfPnkRGRrJ48WLCw8PR6XTo9Xr69u1LeHg4W7duJSkpSZkeMmTIkDLHHzJkCLt27UKn0+Ho6Mjjjz9+35pGjx7NkiVL2L59O++9957ycysrKyIiIggODlY+TDp58mTS0tL4+OOP+fjjj2nZsiWenp5ERUUxd+5cZd9HH32U0aNH4+vri729fZk/aoKDg5kwYQL29vZ07969wj8SSktOTmbjxo00adKE5s2bs3z58iq1tWgcLmQbP3AtHXUhhBCNjcpwr/kPDURQUBAhISH06tWrzs81a9Yspk+fzsCBA+v8XMLo99+zZeqLGd/OLBlJr8212WvjfPK2rpG0g9Hd7WDKc2vuZ7wuyfNgVJ12WL7zOACLnmkYSzjLs2B0dzuY8z5XZ+qLJJPWktu3bzNq1CisrKykky6EEEIIIWrM4qa+1IW7p8nUhdatW/Pll1/W+XmEEEIIIUTjICPqQgghhBBCWCDpqAuzyMvLY8qUKWRkZDBu3Dh8fX0ZM2YM0dHRyjbz5s3j3LlzD65IIYQQQggLIh11YRaffPIJI0aMoEOHDuzatYu4uDhiYmLYsGEDV65cAWDy5Ml8+OGHD7jS6lOp/vefEEIIIURNNYo56uLBi4+PZ9WqVWUCjwoKCiguLla+79u3L6GhoRQVFdGkSdUfzU2ndnIzr3zSrLkYMKAvKqK4uBgDBlSoUKvVaDRNqhSsVVNarUYJaDGHC9kXcWjZ2WznE0IIIRor6aiLOldQUMBvv/2Gg4MDAJcuXWLmzJmkp6cTEhKiBCKp1Wq6dOnC6dOncXNzq/LxtVoNWr2mTmqvCgOgVvFHRx1UgEqtpolGY5aOOvwv8twcHG0eZnAXT7PFLWu1Gs7dvMD7JzfU2jEHd/FkeNe/1NrxLI2lRmGbW5mYcG3VY8JN2bY+aCjXUVOmtoOlR8tXR0O6lpoo87vBwu+zdNRFnbtx4watWv3vH0CnTp2Ij4/nypUrvPDCC4waNYr27dsDYGtry9WrV006fpDLJFlH/QGsjWuucxYW6jEUG+77rkFV31m4kH2RwkI97q3vHxZWH8layUblYsILqx4Tbsq2lk6eB6PqtIM5o+XNQZ4Fo3K/G8x4n6uzjrp01EWda9asGQUFBeV+bmdnh7OzMykpKXh7ewPG0fdmzZqZu0Rh4Rxada61wKOSMBshhBDC0smHSUWda9OmDXq9nvz8fC5fvkxeXh4At27d4vjx4zg6Oirbnjt3jm7duj2oUoUQQgghLIaMqAuzGDRoEN9//z0Gg4HIyEhUKhUGg4Fnn30WFxcXAK5fv46VlRUdO3Z8wNUKIYQQQjx40lEXZjFlyhQ2b97MypUriY+Pr3Cbffv2MXHiRDNXJoQQQghhmaSjLsyiZ8+e9O/fH71ej0ZT8QolrVq1wtfX18yVCSFEeReyLtbLzzP0tXucwfYDHnQZQoha0qjnqLu6uuLr64uPjw/+/v4cP368WseJjo4mNjYWgNDQUBISEgAICgri5MmTtVZvTZSuq6oWL17Mr7/+CoCXlxeZmZk1qiEgIEDppJ88eZJly5aVeX38+PEmrZ8uhBDify5kXyTlyg8PugwhRC1q1L2iZs2aERcXB8C3337L6tWr2bFjh8nHmTx5cm2XZhHefPPNOjt2r1696NWrV50dXwghaqIqKw1Zmvr4DoAQ4t4a9Yh6adnZ2bRu3RqAnJwcpk2bhr+/PzqdjgMHDijbxcbGotPp8PHxYeHChQCsXbuWjRs33vP4Hh4eytcJCQmEhoYCsH//fsaOHYuPjw/PPPNMhftu2LBBOeeqVasA+PnnnwkMDESn0/HCCy9w69YtAGJiYhg/fjw+Pj689NJL3LlzRzlOSkoKkyZNYtiwYcroelJSErNmzVK2CQ8PZ+/evUDl7wjExcUREBCAr68vS5cuRa/XK9e4Zs0afHx8CAwM5Pr165VeY+nzJicn4+vri6+vL35+fmRnZ9+zLYUQQgghGoNGPaKel5eHr68v+fn5XLt2ja1btwJgZWXF+++/T8uWLcnMzGTixIkMGzaMX3/9laioKKKjo7G1teXmzZs1rmH9+vVs3LgROzs7bt++Xe71xMREvv76a2JiYrC2tlbOGRISwpIlS+jXrx/vvvsu69atY/HixYwYMYLAwEAA1qxZw549ewgKCgLg6tWrfPTRR5w9e5Y5c+Yoa5ebIjU1lf379xMdHY1Wq+W1114jPj4ePz8/cnNzcXd3Z968eaxYsYKYmBief/75+17jpk2bWLp0KX369CEnJwcrKyuTatp0aic388oft7GoatBPfXUh+yIOLTvX7jEtaP6xzCkWQghRmUbdUS899eXEiRMsWrSIffv2YTAYWL16NceOHUOtVnPlyhWuX7/O0aNH8fb2xtbWFoC2bdvWuAYPDw9CQ0N56qmnGDFiRLnXjxw5wrhx47C2tlbOmZWVRVZWFv369QPA39+f4OBgAM6cOcM777xDVlYWOTk5DB48WDnW8OHDUavVdOvWTRntNtWRI0c4deoUAQEBgPGPnXbt2gGg1Wp58sknAXBzc+O7776r0jX27t2byMhIdDodI0eOpEWLFibVpNVq0Oor/oBqY1ESed4QOdo8zOAunlWKd65qPLxKrbKINjt38wLaTA3+j5f/d1ETlhqFbW5lYsK1VY8JN2VbS1JZ3fXtOuqKqe1g6dHy1dGQrqUmyvxusPD73Kg76qV5eHhw48YNMjMzSUxMJDMzk71796LVavHy8iI/Px+DoXZi6vPz85Wvw8PD+fHHHzl06BB+fn7ExsZiY2OjvG4wGFCpVFU+dmhoKOvXr6dHjx7s3buX5ORk5bWmTZuW216j0VBcXFxhbRUxGAz4+/uzYMGCcq9ptVqlVrVarUyJqegaS5s5cyZDhw4lMTGRwMBANm/eTNeuXat8zUEukygurp17Ux81lljo+11jVduhsFCPfYtOvNDrudoqrdreOf4BhYX6Wr1/jeV5uJ9yMeGFVY8JN2VbS1JR3fI8GFWnHcwZLW8O8iwYlfvdYMb7rFaraNeupWn71FEt9U5qaip6vV4ZsW7Xrh1arZajR4+SkZEBwMCBA0lISODGjRsAJk19ad++PampqRQXF5eZ856eno67uzvBwcHY2Nhw+fLlMvsNGjSITz75RJlrfvPmTVq1akXr1q1JSUkBjHPGPT09AeP8+g4dOlBYWFjpeuWl2dvbk5qaSkFBAVlZWRw5cuSe2w8cOJAvv/yS33//XamnpH0qc79rTE9Px8XFhZkzZ+Lm5kZaWtp96xZCCCGEaOga9Yh6yRx1MI4UL1++HI1Gg06nY86cOYwbNw5XV1ecnJwAcHZ2Zvbs2QQFBaFWq+nZsyeRkZFVOteCBQuYNWsWnTp1wtnZmdzcXABWrFjB+fPnMRgMDBgwgB49epTZb8iQIZw+fZrx48ej1WoZOnQo8+fPZ/ny5bz66qvcuXOHhx9+mIiICACCg4OZMGEC9vb2dO/enZycnHvW1alTJ7y9vdHpdDzyyCP07Nnzntt369aNl19+mWeffZbi4mK0Wi1Lly7F3t6+0n0qusbSI/1bt24lKSlJmZYzZMiQe9YghBBCCNEYqAy1NZ9DiAfk99+zZeqLvJ1Z5XYo+RCpJSy9Vxe1yPNgdHc7mNLWlvSMmKKiuuV5MKpOOyzfacxWWfRM77ooyezkWTC6ux3MeZ9l6osQQgghhBANhEV21KOiohgzZgw6nQ5fX19+/PFHALZs2VJmXfCaSkpKqnYaaX1y4MABJWEU4N133+Xw4cPVOtZzzz1X4RKLVVlLXgghhBBCVJ3FzVE/ceIEhw4d4tNPP6Vp06ZkZmZSWFgIwLZt2/Dx8VGWKixNr9cr8fRVlZycTPPmzendu2G8rVWZAwcO8MQTT9CtWzcAZSnH6tiwYUNtlSWEEEIIIe7B4jrq165dw8bGRllKsGTN8m3btnH16lWmTZtG27Zt2b59Ox4eHkyfPp1///vfLFq0iGbNmhEZGUlubi42NjZERETQsWNHgoKC6NGjBydPniQ7O5u33noLW1tbdu3ahVqt5rPPPmPJkiV06tSJsLAwMjMzsbW1JSIigs6dOxMaGoqVlRVnz57l4sWLRERE8Omnn/LDDz/g7u5OZGQkH3/8MWfOnCEsLAwwJoSmpqbyyiuvEBsby8aNG1GpVLi4uLBy5UoyMzN59dVXuXjxIgBhYWH06dOH5ORk3nzzTQBUKhU7duygZcuy85mef/55Ll++TH5+PlOnTmXixImAcYnJqVOncvDgQZo1a8b69etJT0/nm2++ITk5maioKNauXcv69et54okn8Pb25siRIyxfvhy9Xo+bmxuvv/46+fn5BAQEEBUVhZOTE/Pnz2fAgAEEBgbi5eXFnj17sLW1JSoqitjYWDp16oStrS2PPvqocu27d++msLCQLl26sGLFCqytrQkNDaVly5acOnWKa9eusXDhQry9vbl69Srz5s0jOzsbvV7Pa6+9Rt++fev+YRNCCCGEsGAW11EfNGgQ77//PqNGjWLgwIGMHj2afv36MXXqVLZs2cLWrVuVzntubi7Ozs4EBwdTWFhIUFAQ69evx9bWli+++II1a9Yoq6HcuXOHXbt2cezYMcLCwti3bx+TJk2iefPmzJgxA4DZs2fj5+eHv78/e/bsYdmyZaxfvx6A27dvs23bNr7++mtmz55NdHQ0zs7OBAQE8PPPPzNmzBh8fHxYuHAhWq2WvXv38vrrr3PmzJkK00zffPNNpk2bRt++fbl48SIzZsxg//79VUrpfOutt2jbti15eXkEBAQwcuRIbGxsKk0G9fLyUjrmpeXn5xMaGsqWLVtwdHQkJCSEjz76iOnTp7N06VJeeeUVpk6dyq1bt5S00xKnTp3iiy++IDY2Fr1ej7+/v9JRNzUddd++fQwePJg5c+ag1+tNnt4kyaQNO5m0qqraDnWRdCqEEELUBYvrqLdo0YK9e/eSkpJCUlIS8+bNY8GCBYwbN67cthqNhlGjRgGQlpbGL7/8wl//+lcAiouL6dChg7LtmDFjAPD09CQ7O7vCedYnTpxg7dq1APj6+rJy5UrltSeffFIZEW/fvj0uLi6AcbnCjIwMXF1dGTBgAIcOHcLJyYnCwkJcXFzYvn17hWmmhw8fLjNvPDs7m+zs7CqldG7fvp2vvvoKgEuXLnH+/HlsbGwqTQatTFpaGg4ODjg6OgLGhNOdO3cyffp0Bg0aREJCAuHh4Up6a2kpKSkMHz5cmYbk5eWlvGZqOmqvXr0ICwujqKiI4cOH4+rqes+67ybJpA07mdQUVWkHU5JO61pdJWBawrVZAkkmpcLvGytJJm1Y11ITkkxaQxqNhv79+9O/f3+6d+9ObGxshR11KysrZV66wWDA2dmZ3bt3V3jMu9M9q5L2WXqbkqk4KpWqTMKnWq2mqKgIgAkTJvDBBx/g5OSk1FvZ6pfFxcXs3r2bZs2alfn5/VI6k5KSOHz4MLt378ba2pqgoCAlTbSyZNDK3GtlzuLiYlJTU7GysuLmzZs89NBD5baprA1NTUf19PRkx44dJCYmEhISwowZM/Dz87tn7aVJMqksuQWmt4MltFldJGDK82AkyaRG8jwYSTKpPAslJJm0hs6ePcu5c+eU73/++Wc6dza+Td2iRYtKA3wcHR3JzMzkxIkTABQWFnLmzBnl9S+++AIwjgS3atWKVq1alTueh4cHn3/+OQDx8fH06dPHpNrd3d25fPky+/btY+zYsUDlaaaDBw9mx44dZa4T7p/SmZWVRZs2bbC2tiY1NZUffvjhvnVV1m5OTk5kZGRw/vx5oGzC6ZYtW+jatSurV68mLCxM+UBvCU9PT7766ivy8vLIzs7m4MGDymumpqNmZGTQrl07AgMDGT9+PD/99NN99xFCCCGEaOgsbs78agoAACAASURBVEQ9NzeXZcuWcfv2bTQaDV26dCE8PByAwMBAnnvuOTp06MD27dvL7Ne0aVPee+89li1bRlZWFnq9nmnTpuHs7AxAmzZtmDRpkvJhUjBOZ5k7dy5ff/01S5Ys4e9//zthYWFs3LhR+TCpqZ566il+/vln2rRpA1SeZrp48WLCw8PR6XTo9Xr69u1LeHj4fVM6hwwZwq5du9DpdDg6OvL444/ft6bRo0ezZMkStm/fznvvvaf83MrKioiICIKDg5UPk06ePJm0tDQ+/vhjPv74Y1q2bImnpydRUVHMnTtX2ffRRx9l9OjR+Pr6Ym9vX+aPGlPTUZOTk9m4cSNNmjShefPmLF++vEptLYQQQgjRkDWKZNKgoCBCQkLo1atXnZ9r1qxZTJ8+nYEDB9b5uYSRJJPK25lQP9tBkknrjiSTGsnzYCTJpPIslJBk0kbq9u3bjBo1CisrK+mkCyGEEEKIGrO4qS914e5pMnWhdevWfPnll3V+HiFEw3Ih66IyElpTfe0ex7/DiFo5lhBCiAevUY+ou7q64uvri4+PD/7+/hw/frxax4mOjiY2NhYwrniSkJAAGKfcnDx5stbqrYnSdVXV4sWLlSUkvby8yMzMrLV6Tp48ybJly2rteEI0dheyL5Jy5f4fLhdCCFF/NIoR9co0a9ZMWSP822+/ZfXq1WVWYqmqyZMn13ZpFqEkIbUu9OrVyyyfGRDC0jm06lwrc6Fra1ReCCGE5WjUI+qlZWdn07p1a8C4vOC0adPw9/dHp9Nx4MABZbvY2Fh0Op2SQgqwdu1aNm7ceM/je3h4KF8nJCQQGhoKwP79+xk7diw+Pj4888wzFe67YcMG5ZyrVq0CjMs5BgYGotPpeOGFF7h16xYAMTExjB8/Hh8fH1566aUyKZ8pKSlMmjSJYcOGKaPrSUlJzJo1S9kmPDycvXv3ApW/IxAXF0dAQAC+vr4sXbpUWa/dw8ODNWvW4OPjQ2BgoBJoVNE1lj5vcnIyvr6++Pr64ufnR3Z29j3bUgghhBCiMWjUI+p5eXn4+vqSn5/PtWvX2Lp1K2BctvD999+nZcuWZGZmMnHiRIYNG8avv/5KVFQU0dHR2NraKmui18T69evZuHEjdnZ2FaalJiYm8vXXXxMTE4O1tbVyzpCQEJYsWUK/fv149913WbduHYsXL2bEiBEEBgYCsGbNGvbs2UNQUBAAV69e5aOPPuLs2bPMmTMHb29vk+tNTU1l//79REdHo9Vqee2114iPj8fPz4/c3Fzc3d2ZN28eK1asICYmhueff/6+17hp0yaWLl1Knz59yMnJwcrKyqSaNp3ayc288sdtLLRajRJ0Ul/1tXucwfYDHnQZQgghhEVp1B310lNfTpw4waJFi9i3bx8Gg4HVq1dz7Ngx1Go1V65c4fr16xw9ehRvb29sbW0BaNu2bY1r8PDwIDQ0lKeeeooRI8p/COzIkSOMGzcOa2tr5ZxZWVlkZWXRr18/APz9/QkODgbgzJkzvPPOO2RlZZGTk8PgwYOVYw0fPlxZn71ktNtUR44c4dSpUwQEBADGP3batWsHGJNRn3zySQDc3Nz47rvvqnSNvXv3JjIyEp1Ox8iRI2nRooVJNWm1GrT6+0fHN2Ql0eH10bmbF9BmavB/vOYfgrTUCOjK1GZUfelnoL61Q10pExNuQlvX5n0xp8rqrm/XUVdMbQdLj5avjoZ0LTVR5neDhd/nRt1RL83Dw4MbN26QmZlJYmIimZmZ7N27F61Wi5eXF/n5+dTWkvP5+fnK1+Hh4fz4448cOnQIPz8/YmNjsbGxUV43GAyoVKoqHzs0NJT169fTo0cP9u7dS3JysvJa06ZNy22v0WgoLi6usLaKGAwG/P39WbBgQbnXtFqtUqtarVamxFR0jaXNnDmToUOHkpiYSGBgIJs3b6Zr165VvuYgl0myjno9Xhv3neMfUFior/E11Md2qM2o+tLvqtS3dqgL5WLCTWjr2rwv5lRR3fXx30VdqE47mDNa3hzkWTAq97vBjPdZ1lGvgdTUVPR6vTJi3a5dO7RaLUePHiUjIwOAgQMHkpCQwI0bNwBMmvrSvn17UlNTKS4uLjPnPT09HXd3d4KDg7GxseHy5ctl9hs0aBCffPKJMtf85s2btGrVitatW5OSkgIY54x7enoCxvn1HTp0oLCwkPj4+PvWZW9vT2pqKgUFBWRlZXHkyJF7bj9w4EC+/PJLfv/9d6WekvapzP2uMT09HRcXF2bOnImbmxtpaWn3rVsIIYQQoqFr1CPqJXPUwThSvHz5cjQaDTqdjjlz5jBu3DhcXV1xcnICwNnZmdmzZxMUFIRaraZnz55ERkZW6VwLFixg1qxZdOrUCWdnZ3JzcwFYsWIF58+fx2AwMGDAAHr06FFmvyFDhnD69GnGjx+PVqtl6NChzJ8/n+XLl/Pqq69y584dHn74YSIiIgAIDg5mwoQJ2Nvb0717d3Jycu5ZV6dOnfD29kan0/HII4/Qs2fPe27frVs3Xn75ZZ599lmKi4vRarUsXboUe3v7Svep6BpLj/Rv3bqVpKQkZVrOkCFD7lmDEEIIIURjoDLU1nwOIR6Q33/Plqkv9fjtzHeOf8CFrIs4tOpco+M82W0A7q0fr6WqzKM2o+pLjvXmqIX1+nmoLXf/uzClrWvzvphTRXXX998PtaU67WDOaHlzkGfB6O52MOd9lqkvQohG6UL2Rf59/tiDLkMIIYSoVY166osQwjLUNPRHwn6EEEI0RBY1ou7q6oqvry8+Pj74+/tz/Pjxah0nOjpaWVkkNDRUCfepLMDHUj333HPKuuMlgUlXrlxh7ty5D7Isk7z77rscPnz4QZchhBBCCFHvWNSIeul1zb/99ltWr17Njh07TD7O5MmTa7u0B2LDhg3lfmZnZ8d77733AKoBvV6PRmPaet0l67sLIYQQQgjTWNSIemnZ2dm0bt0aMC45OG3aNPz9/dHpdGWWN4yNjUWn0+Hj48PChQsBWLt2LRs3brzn8UtGqAESEhIIDQ0FKo67Ly0pKYkpU6YQHBzMqFGjWLVqFZ999hkBAQHodDrS09MB+Oabb5gwYQJ+fn5Mnz5dCRhKTk7G19cXX19f/Pz8yM7O5urVqzzzzDP4+voyduxYZdlFLy8vMjMzy5z/woULjB07FjCuef7KK6+g0+nw8/Pj6NGjyjZPP/00/v7+Zd6ZSEpKIigoiLlz5+Lt7c2CBQuUteGPHDmCn58fOp2OV155hYKCAqWGdevWMXnyZBISEkhPT2fGjBmMGzeOp59+mtTUVADmzJmjvIuxa9cuZZ310u9olL6ekydPKompFbWJEEIIIURjZ1Ej6iXLJebn53Pt2jW2bt0KgJWVFe+//z4tW7YkMzOTiRMnMmzYMH799VeioqKIjo7G1tbWpHXNK3O/uHuA06dP88UXX9C2bVuGDRvGhAkT2LNnD1u3bmX79u0sXryYPn36EBMTg0ql4uOPP+bDDz8kNDSUTZs2sXTpUvr06UNOTg5WVlbExMQwePBg5syZg16vV9ZMv5+dO3cCEB8fT2pqKjNmzODLL7+kXbt2bN68GSsrK86dO8f8+fPZu3cvAP/973/5/PPP6dixI5MnT+b777+nV69ehIaGsmXLFhwdHQkJCeGjjz5i+vTpSvtHR0cDMG3aNF5//XUeeeQRfvzxR15//XW2bdvGG2+8weTJk3FwcGDz5s3s3r27ym1eUZuYYtOpndzMq/heNQZaraZM2E19cyH7Ig4ta7biixBCCNEQWVRHvfTUlxMnTrBo0SL27duHwWBg9erVHDt2DLVazZUrV7h+/TpHjx7F29sbW1tbANq2bVvjGu4Xdw/Qq1cvOnbsCMCf/vQnBg0aBED37t1JSkoC4PLly8ybN49r165RUFCAg4MDAL179yYyMhKdTsfIkSNp0aIFvXr1IiwsjKKiIoYPH46rq2uVav3++++ZMmUKAF27dqVz586kpaVhb29PeHg4p0+fRq1Wc+7cOWWfxx57jIceegiAHj16kJGRQcuWLXFwcMDR0REAf39/du7cqXTUR48eDRjf2Thx4kSZ6SwlI+/t27dn7ty5TJ06lXXr1pl0LypqE1NotRq0etOm5DQ0pePj6xtHm4cZ3MWzRvHNDS3yvSbHqq3jNQRlYsJNaOuG9jzVt+uoK6a2g6VHy1dHQ7qWmijzu8HC77NFddRL8/Dw4MaNG2RmZpKYmEhmZiZ79+5Fq9Xi5eVFfn4+tbUEfH5+vvJ1RXH3NjY2ZbZv2rSp8rVarVa+V6vV6PXGkc1ly5Yxffp0hg0bRlJSEuvWrQNg5syZDB06lMTERAIDA9m8eTOenp7s2LGDxMREQkJCmDFjBn5+fvetu7Lr37JlC+3btycuLo7i4mIee+yxCmvXaDTo9fr7tqO1tbVyvtatWyt/TN3tl19+oW3btly9erXC1zUajXKu0m1eUZt07dr1njWVFuQySdZRbwBr49bkGgoL9WTkXGLxlytrsaK6V/JuQm3cv9LvqjSE56GmysWEF1Y9JtyUbS1JRXU3lN8PNVWddjBntLw5yLNgVO53gxnvc4NaRz01NRW9Xk/btm3JysqiXbt2aLVajh49qkTWDxw4kISEBG7cuAFg0tSX9u3bk5qaSnFxcZk57/eLu6+qrKws7OzsAJS52yXHd3FxYebMmbi5uZGWlkZGRgbt2rUjMDCQ8ePH89NPP1XpHJ6ensTHxwOQlpbGpUuXcHJyIisriw4dOqBWq4mLi1P+eKiMk5MTGRkZnD9/HoC4uDg8PT3LbVcy8r5//37A2HE/ffo0AP/5z3/417/+xaeffsqmTZv47bffyu1vb2/PqVOnAPjnP/95zzYRojFwaNmZvnb1K6RJCCGE+VjUiHrJHHUwdgKXL1+ORqNBp9MxZ84cxo0bh6urK05OTgA4Ozsze/ZsgoKCUKvV9OzZk8jIyCqda8GCBcyaNYtOnTrh7OxMbm4uUHHcfXW8+OKLBAcHY2dnh7u7OxcuXABg69atJCUloVar6datG0OGDOHzzz9n48aNNGnShObNm7N8+fIqnePpp5/m1VdfRafTodFoiIiIoGnTpjz99NO89NJLJCQk0L9/f5o3b37P41hZWREREUFwcDB6vR43N7dKV85ZuXIlr732GlFRURQVFTF69GicnJz4+9//TkREBHZ2dixatIiwsDC2bdtWrk0WL17MP/7xD9zd3ZWfV9QmQpjqkbYOvNDruQddhhBCCFFrVIbamj8ixAPy++/ZMvWlkb+d+c7xD9BqNY26o14S+vTmqIWN/nmA8v8uStqnKsFapmxrSSqqW34/GFWnHcwZLW8O8iwY3d0O5rzPDWrqixBCCCGEEI2ZRXXUJZm0LEkmFUIIIYRovCxqjrokk5YlyaRCCCGEEI2XRY2olybJpJJMKoQQQgjRmFnUiLokk0oyqSSTmq6+J5PWhgvZF3G0efhBlyGEEELUKovqqEsyqSSTSjJp9dTnZNLaUBvppvWdJJOWJ8mkVPh9YyXJpA3rWmpCkklrgSSTSjJpVUkyqSy5BdIOkkxaliSTGjX2fxclJJlUnoUSkkxaSySZ9P4kmVQIIYQQouGyqBF1SSaVZFJJJhVCCCGEMJJkUlHvSTKpvJ0J0g6STFqWJJMaNfZ/FyUkmVSehRKSTCqEEEIIIYSoMemoCyGEEEIIYYGkoy6EEEIIIYQFko66qDV5eXlMmTIFvV7PihUrGDNmDE899RTLli0rtwTkG2+8USYd9uDBg7z33nvmLlkIIYQQwmJJR13Umk8++YQRI0bw448/cvz4cT777DP27dvHyZMnSU5OVrY7efJkudTXJ554gm+++abKqaxCCCGEEA2dRS3PKOq3+Ph4Vq1apaSxFhYWYjAYKCwspH379gDKaPvbb79dZv16lUpFv379OHjwoJKEWlUfnNjErbzbqNRqVCoVxXq98X+Li0sOjuqPcxgMBgwGAyqVqvz3arWyb8nPwLhUqEqtNgY2FRdTXFxs3A9QYQy6Mp5DRXGx/o9TqkFlfF1fXIy6pJ4/jqlSqWiiaWLc7g/Fxfr/1fzHNmq1RqmjMlqtpkzYTVX0tXucwfYDTNpHCCGEEOYlHXVRKwoKCvjtt99wcHDAwcGB/v37M3jwYAwGA1OmTFGSRnfs2MGwYcPo2LFjuWO4ubnx/fffm9xRVzrbpabXlHSkMRiM/93VMQfgru9VpV/7Q/Ef+6sMBlSA4Y9jl/wctbGj/UeXXjm3SmVQfkpJLYChuFj5I0Gl+l/ktwEoKizGwB9/JGBcxqlJE7XxD4H7KB0ffz/nbl5Am6nB//ERVd6nvrDUCGhzKP0MNOZ2KK1MTLi26jHhpmxrSSqru75dR10xtR0sPVq+OhrStdREmd8NFn6fpaMuasWNGzdo1cr4kJ8/f57U1FQSExMBePbZZzl27Bh/+tOfSEhIYPv27RUeo127dly9etXkc8/pPUPWUTdhbdx3jn9AYaG+wa2n29jXCC79rkpjbocS5WLCC6seE27Ktpakorob+7+LEtVpB3NGy5uDPAtG5X43mPE+V2cddemoi1rRrFkzCgoKAPjqq69wd3enRYsWAPzlL3/hhx9+ICcnh/T0dEaOHAnAnTt3GDFiBF999RUA+fn5WFlZPZgLEEIIIYSwMNJRF7WiTZs26PV68vPz6dy5MzExMRQVFWEwGDh27BjTpk3jiSee4LvvvlP28fDwUDrpAOfOnaN79+4PonwhhBBCCIsjHXVRawYNGsT333/PqFGjOHr0KDqdDpVKxV/+8he8vLzuu39SUhLz5883Q6XiQtZFJW7cVPJBVCGEEMI8pKMuas2UKVPYvHkzf/7znwkPD7/v9idOnFC+vn79Onl5ebi4uNRliaKGLmRfBJCOuhBCCGEG0lEXtaZnz570798fvV6PRlP1VUgALl68SGhoaB1VJu7m0KozL/eebfJ+1R2FF0IIIYTpJPBI1KqAgIAKO+klqaUZGRmMGzcOX19fxowZQ3R0NACPPfYY//d//8e5c+fMXLEQQgghhGWSjrowi5LU0g4dOrBr1y7i4uKIiYlhw4YNXLlyBYDJkyfz4YcfPuBKhRBCCCEsg3TUhVnEx8czbNgwmjZtStOmTQFjSFLpJM6+ffty+PBhioqKzFKTSmVc01SjUaPRqFCr750AKoQQQghhTjJHXdS50qmlAJcuXWLmzJmkp6cTEhKCnZ0dAGq1mi5dunD69Gnc3NyqfPxNp3ZyM++2aUWpoLCgAL1eb0wjVRnP31TbFJWqfv39qtVqyoTd3M+F7Is4tOxchxUJIYQQojZIR13UudKppQCdOnUiPj6eK1eu8MILLzBq1Cjat28PgK2trcnppFqtBq3etA+vAjTRNFM66iqVCpVKZfKHYC1F6fj4+3G0eZjBXTyrFZds6dHqllqXOZR+BhpzO5RWJibchGfX0p/zylRWd327jrpiajtYerR8dTSka6mJMr8bLPw+S0dd1LnSqaWl2dnZ4ezsTEpKCt7e3oBx9L1Zs2YmHT/IZRLFxYZaqbU+qm4sdHX2seRo9cYej136XZXG3A4lysWEm/DsWvJzfi8V1d3Y/12UqE47mDNa3hzkWTAq97vBjPdZrVbRrl1L0/apo1qEUJROLb18+TJ5eXkA3Lp1i+PHj+Po6Khse+7cObp16/agShVCCCGEsBgyoi7MoiS11GAwEBkZiUqlwmAw8OyzzyohR9evX8fKyoqOHTs+4GqFEEIIIR486agLsyhJLV25ciXx8fEVbrNv3z4mTpxo5sqEEEIIISyTTH0RZlE6tbQyrVq1wt/f34xVCSGEEEJYLhlRF2YTEBBwz9fHjx9vpkqEEEIIISyfjKiLWpOXl8eUKVPQ6/XMmDGDvn37MmvWrAq3feONN/Dw8FC+P3jwIO+99565ShVCCCGEsHgyoi5qzSeffMKIESPQaDT87W9/486dO+zevbvcdidPnuT27bIBRU888QTvvvsuzz33HNbW1uYqWVTDhayLvHP8g0pf72v3OIPtB5ixIiGEEKJhko66qDXx8fGsWrUKgIEDB5KUlFRuG71ez4oVK3j77bc5cOCA8nOVSkW/fv04ePAgo0ePNum8piSTqlRgMGBMI8W4pimgrMNu/F5FcXFxuddVKlCp1Rj+eM0AqErVbyi1lLtKpaLYUAylwpSKS86pMu5l/Pbu9d9VJf9Xpk7VH3WU25zKk0kfRIf5QvZFAOmoCyGEELVAOuqiVhQUFPDbb7/h4OBwz+127NjBsGHDKlyC0c3Nje+//97kjropyaR5eXkUFhYqHWBUKrRNmlBYWPjHsbQUFhWBwYABY0dZo1YbO9tqNfqiIgDlQ7FqtZomWi0YDDRr1gyNRoNeryc3N4eioiKlX61WqdA2bUqxXk+TJk1Q/X/27j4sinr///hzZlkWFUQwNZUiTCQNj3cgGmRmmnchUXjXAbXj0azOL7OORpSVXt7gTeXRk/Q9aWqYaZo3gVZXN+ZVxw7kTZ086ZWpmEqGhqSowDI7vz/WHVlBdBGWBd6P67LYnZnPfGZ2dq83w2c/L0XBarU6JaOavb3RbTYsFgulNhvWkpIyv1CoWHx8MJsrfstemUyaU3Acc76J+K4DXDiT12Y2mwgJvIVX+j1T4fJXvngNqL2EN09NlnMHSSYtT5JJqfBxQyXJpPXrWG6EJJOKBufMmTP4+VV+kf/22298/PHHpKenV7i8efPm5OXlubxvV5JJVVUx7pLbKZS9Ta3r9rvhjucU4+735ce6rqOqivGzzaaj66BpNqMds9lk7EdVFWw23Viu6/b1HW049mdvC2w2G4ri3E9dtz+vV3CYFaXNLdrzJlarVu1Ja9dKbKzNRMeGnronyaTOJJnUrqG/LxwkmVSuBYe6lkwqhbqoFj4+PpSUlFS6zv79+/nll1+4//77Abh48SIDBgzg008/BaC4uBiLxVKj/bTZ9Osu6m9ERUNRKurL1Th+ARBCCCFEwyWFuqgW/v7+aJpWabHdt29f/v3vfxuPu3XrZhTpADk5OXTo0KHG+yqEEEIIURfI9Iyi2kRHR7N7924AHnnkESZPnsw333xDnz59+Oqrr665fVZWFvfcc09Nd1MIIYQQok6QO+qi2iQmJrJixQruuusu1qxZc8319+7da/x8+vRpioqKCAsLq8kuNiiOaRRlukQhhBCibpI76qLadOrUiaioKGNGFFfk5uaSnJxcA71q2I4X5rLrt+9quxtCCCGEqAKPLNTT0tIYOnQosbGxxMXF8f333wOwcuVKLl68WG37ycrKYs+ePdXWnqf67LPP+Pnnn43H//jHP9i5c2eV2powYUK5sCKAJUuWsHz5chISEjCZrm+qxLL+9Kc/0bFjxyr1SVQsyK8NQb5tarsbQgghhKgijxv6snfvXr788ks2bdqEt7c3+fn5xhzX77zzDsOGDaswuVLTNJcLxOzsbBo3bkz37t2rpe+e6rPPPqNv3760b98egMmTJ1e5rbfeequ6uiWEEEIIISrhcYX6qVOnCAgIwNvbG4DAwEDAXqTn5eUxduxYmjVrRnp6Ot26dWPcuHF8/fXXPPfcc/j4+JCamsqFCxcICAhg7ty5tGzZkqSkJO644w5++OEHCgsLmTNnDoGBgaxduxZVVfnwww+ZPn06rVu3JiUlhfz8fAIDA5k7dy5t2rQhOTkZi8XC4cOHyc3NZe7cuWzatInvvvuOLl26kJqayvr16zl48CApKSkAvP/++xw6dIjnn3+ezZs3s3z5chRFISwsjAULFpCfn8/LL79Mbq49yTElJYUePXqQnZ3N7NmzAfuc3atXr8bX13nOzSeeeIKTJ09SXFzMmDFjGDlyJGCfRWXMmDFs374dHx8fli5dyi+//MIXX3xBdnY2aWlpLFmyhKVLl9K3b18GDRrEN998w7x589A0jfDwcGbMmEFxcTEJCQmkpaXRrl07nnnmGXr16sWIESPo168fGzZsIDAwkLS0NDZv3kzr1q0JDAzkzjvvNI593bp1WK1WgoODmT9/Po0aNSI5ORlfX1/27dvHqVOnmDp1KoMGDSIvL48pU6ZQWFiIpmm88sorRERE1PzFJoQQQgjhwTyuUI+OjuaNN95g4MCB9O7dmyFDhtCzZ0/GjBnDypUrWbVqlVG8X7hwgdDQUCZPnozVaiUpKYmlS5cSGBjItm3beP3115k7dy5gn7N77dq1fPvtt6SkpJCZmcmoUaNo3Lgx48ePB2DSpEk8+OCDxMfHs2HDBmbNmsXSpUsBOHv2LO+88w6ff/45kyZN4r333iM0NJSEhAT279/P0KFDGTZsGFOnTsVsNrNx40ZmzJjBwYMHSUtL47333iMwMJCCggIAZs+ezdixY4mIiCA3N5fx48fz0Ucf8fbbb/PSSy/Ro0cPzp8/X+FUh3PmzKFZs2YUFRWRkJDA/fffT0BAABcuXKBLly5MmTKF+fPn8/777/PEE0/Qr18/ozAvq7i4mOTkZFauXElISAjTpk1jzZo1jBs3jpdeeonnn3+eMWPG8McffzBixAinbfft28e2bdvYvHkzmqYRHx9vFOoDBgww1n/99dfZsGEDSUlJAOTl5bFmzRoOHz7M448/zqBBg8jMzCQmJobHH38cTdNcHt709r53KSgqPxynoTCbTeXmbT9emCvDXoQQQog6zuMK9SZNmrBx40Z27dpFVlYWU6ZM4dlnn+Whhx4qt67JZGLgwIEAHDlyhJ9++olHH30UsKc4tmjRwlh36NChAERGRlJYWFjhOOu9e/eyZMkSAOLi4liwYIGx7N577zXuiN90003G7CTt27fnxIkTdOzYkV69evHll1/Srl07rFYrYWFhpKenM2jQIOOXi2bNmgGwc+dOp3HjhYWFFBYW0r17d1JTU4mNjeX++++nSZMm5fqZnp5uzD/+66+/cvTohCYWZgAAIABJREFUUQICAjCbzdx7770AhIeHO81ZXpEjR44QFBRESEgIAPHx8bz77ruMGzeO6OhoPv74Y2bOnMmWLVvKbbtr1y769+9vDEPq16+fsezgwYMsWrSIc+fOcf78eWJiYoxl/fv3R1VV2rdvz+nTpwHo3LkzKSkplJaW0r9/f5fHqpvNJsya6+Pi65Oy8fEAIQG3EBMcyddHvwWqLxr5WtHqtR297qkR0O5Q9hpoyOehLKeYcBeuzdq+jqvqav2ua8dRU1w9D54eLV8V9elYboTTZ4OHv84eV6iDvQCPiooiKiqKDh06sHnz5goLdYvFYoxL13Wd0NBQ1q1bV2Gbjij4qz2+1jaOoTiKohg/A6iqSmlpKQDDhw/nzTffpF27dkZ/9Yoy37H/IrFu3Tp8fHycnp84cSL33HMPO3bsYMSIEaxYsYLbb7/dWJ6VlcXOnTtZt24djRo1IikpieLiYgDMZrPRZ1VVrzn7ytX65ujfoUOHsFgsFBQUcPPNN5db52rnMDk5maVLl3LHHXewceNGsrOzjWVlz51DZGQkq1evZseOHUybNo3x48fz4IMPVtr3spLCRjXoFM/KYqG3W/8DVF808rWi1Wszer2hx2OX/atKQz4PDuViwl24NmvzOr4RFfW7ob8vHKpyHtwZLe8Oci3YlftscOPrrKoKzZv7XnvFMjyuUD98+DCqqnLbbbcB9tj5Nm3sf8Jv0qQJ58+fN+5OlxUSEkJ+fj579+6lW7duWK1WcnJyCA0NBWDbtm306tWLXbt24efnh5+fH02aNKGwsNBoo1u3bmzdupUHH3yQjIwMevTo4VLfu3TpwsmTJ/nxxx/58MMPAejduzd/+9vfGDduHAEBARQUFNCsWTNiYmJYvXo1f/3rX43j7NixI7/88gthYWGEhYXx3XffceTIEadC/dy5c/j7+9OoUSMOHTrEd99de+o9x3m7Urt27Thx4gRHjx4lODiYLVu2EBkZCdhn2Ln99tt55plnSElJYd26dZjNZmPbyMhIkpOTmThxIqWlpWzfvt0YK3/+/HlatGiB1WolIyODVq1aVdq/EydO0KpVK0aMGMGFCxf43//+51KhLirnmE+9WtqSITVCCCGE23hcoX7hwgVmzZrF2bNnMZlMBAcHM3PmTABGjBjBhAkTaNGiBenp6U7beXt7s3jxYmbNmsW5c+fQNI2xY8cahbq/vz+jRo0yvkwK9uEsTz31FJ9//jnTp0/nxRdfJCUlheXLlxtfJnXV4MGD2b9/P/7+/gCEhoYyadIkkpKSUFWVTp06kZqaygsvvMDMmTOJjY1F0zQiIiKYOXMmq1atIisryxge0qdPH6f2+/Tpw9q1a4mNjSUkJISuXbtes09Dhgxh+vTppKens3jxYuN5i8XC3LlzmTx5svFl0tGjR3PkyBHWr1/P+vXr8fX1JTIykrS0NJ566ilj2zvvvJMhQ4YQFxdH27ZtnX6pmTx5MsOHD6dt27Z06NChwl8SysrOzmb58uV4eXnRuHFj5s2bd13nWrhfkG8bIlpd+5oTQgghxI1T9MrGP9QTSUlJTJs2jc6dO9f4vh577DHGjRtH7969a3xfwu733wtl6MtV/mTnuJP+dPdJbumLu/dXVkP/s67j3M8eOLVBnweHK68HV67N2ryOb0RF/W7o7wuHqpyHee/ac1ae+3P9mMJZrgW7K8+DO1/nqgx98cjAo7ro7NmzDBw4EIvFIkW6EEIIIYS4YR439KUmXDlMpiY0bdqUTz75pMb3I4QQQgghGga5oy7coqioiMTERGMmmsLCQu6++27j+wcAU6ZMIScnp5Z6KIQQQgjhWaRQF27xwQcfMGDAAGM6zUWLFtGzZ0+ndUaPHs2yZctqo3tCCCGEEB5HCnXhFhkZGdx3332APdX0999/Jzo62mmdiIgIdu7cacxL7y6KoqCq9n/XM79+WY7tVNW17YQQQgghrqVBjFEXtaukpIRjx44RFBSEzWZj3rx5zJ8/n2+++cZpPVVVCQ4O5sCBA4SHh193+2/ve5eCovJJs9dD00rRtFJj1hhVVfHy8kJVK0861XWd0lIrNpsNXdcvFfsqXmYzCu4t2s1mk1PYTVky77kQQghRd0mhLmrcmTNn8POzR/OuWbOGPn360Lp16wrXDQwMJC8vz6X2zWYTZq3ywvpqTF4qmmYyUlpVRcFkMl3XnXWTSSlXqDuG9rhb2fj4skICbiEmONJt0ci1Hb3uqRHQ7lD2GmjI56Esp5hwF67N2r6Oq+pq/a5rx1FTXD0Pnh4tXxX16VhuhNNng4e/zlKoixrn4+NDSUkJAHv37mX37t289957nD9/HqvVSuPGjfn73/8O2O+++/j4uNR+UtgomUf9GnPjumvu3NqMXm/ocwSX/atKQz4PDuViwl24NmvzOr4RFfW7ob8vHKpyHtwZLe8Oci3YlftscOPrXJV51KVQFzXO398fTdMoLi7m1VdfNZ7fuHEj+/btM4p0gJycHNq3b18b3RRCCCGE8CjyZVLhFtHR0ezevbvSdU6fPo3FYqFly5Zu6pUQQgghhOeSQl24RWJiIps2bXJ67qGHHuKll14yHmdmZjJy5Eh3d00IIYQQwiNJoS7colOnTkRFRRmBRxXx8/MjPj7ejb0SQgghhPBcMkZduE1CQkKlyx9++GE39UQIIYQQwvPJHXXhFkVFRSQmJvLNN98QFxdn/OvcuTOfffYZAFOmTCEnJ6d2OyqEEEII4SGkUBdu8cEHHzBgwAB69+7Nli1b2LJlC6tWraJRo0ZGQuno0aNZtmxZLfdUCCGEEMIzyNAX4RYZGRksXLjQ6blPPvmEu+++m0aNGgEQERFBcnIypaWleHld/6V5I8mkrrIHIenocCl/1P4YFCM0SVEu/2x/DI6HioKxrY79P45sJb2KU8Hf274XXZp2rdrGQgghhPBYUqiLGldSUsKxY8cICgpyen7r1q08+uijxmNVVQkODubAgQOEh4dfd/s3kkzqCqvVSkmJleLiYmw2GygKXiYT3t7eaDYbWmkpYD8Oi8WCt7c3VquVi0XF2C59iVZVVcxmM7quY7VajVRTk5cXjXx8UFXX/siVU3Ccr49+S/9+d1f78VaF2Wwip+A4b/zw1g23FRMcSf/bXTsuT02WcwdJJi1Pkkmp8HFDJcmk9etYboQkkwpRxpkzZ/Dzc34D5OXl8dNPPxETE+P0fGBgIHl5eS61765kUlVVMJlUVFUxntN1vcJ922z251VVcVrfsUxR7M/bbDZUVcVm09E0m8t9WrTnTcBzkvOsVg3dpjulZFbF8cJcrFbNpb8UNPTUPUkmdSbJpHYN/X3hIMmkci04SDKpEFfw8fGhpKTE6bmPPvqIAQMGYDabnZ4vKSnBx8fHnd27bvbi27UC1FGwl6fjmKmysikr66IgvzY83X3SDbXh+AVECCGEaMjky6Sixvn7+6NpGsXFxcZzW7duZejQoeXWzcnJoX379u7snhBCCCGER5JCXbhFdHQ0u3fvBuD48eP8+uuv9OzZ02md06dPY7FYaNmyZW10UQghhBDCo8jQF+EWiYmJrFixgrvuuougoCC++uqrcutkZmYycuTIWuhd3ZZTcPy6hopEtOpKTNtebuiREEIIIaqD3FEXbtGpUyeioqIqHY/t5+dHfHy8G3vVcBwvzGXXb9/VdjeEEEII4QKPvKOelpZGZmYmqqqiqiozZ86kS5curFy5kpEjRxrzbt+orKwszGYz3bt3r5b2PNVnn33GbbfdZoz9/sc//kFkZCR33XWXy21NmDCBV199laZNmzo9v2TJEho3bsz48eOvum1CQkKlbT/88MMu90fAbc2CeLLzhErXkS9nCiGEEHWPxxXqe/fu5csvv2TTpk14e3uTn5+P1WoF4J133mHYsGEVFuqapmEyuTaXdnZ2No0bN24QhXrfvn2NQn3y5MlVbuutt258fmwhhBBCCHFtHleonzp1ioCAALy9vQH7vNpgL9Lz8vIYO3YszZo1Iz09nW7dujFu3Di+/vprnnvuOXx8fEhNTeXChQsEBAQwd+5cWrZsSVJSEnfccQc//PADhYWFzJkzh8DAQNauXYuqqnz44YdMnz6d1q1bk5KSQn5+PoGBgcydO5c2bdqQnJyMxWLh8OHD5ObmMnfuXDZt2sR3331Hly5dSE1NZf369Rw8eJCUlBQA3n//fQ4dOsTzzz/P5s2bWb58OYqiEBYWxoIFC8jPz+fll18mNzcXgJSUFHr06EF2djazZ88G7AmXq1evxtfXec7NJ554gpMnT1JcXMyYMWOMcd3dunVjzJgxbN++HR8fH5YuXcovv/zCF198QXZ2NmlpaSxZsoSlS5fSt29fBg0axDfffMO8efPQNI3w8HBmzJhBcXExCQkJpKWl0a5dO5555hl69erFiBEj6NevHxs2bCAwMJC0tDQ2b95M69atCQwM5M477zSOfd26dVitVoKDg5k/fz6NGjUiOTkZX19f9u3bx6lTp5g6dSqDBg0iLy+PKVOmUFhYiKZpvPLKK0RERNT8xSaEEEII4cE8rlCPjo7mjTfeYODAgfTu3ZshQ4bQs2dPxowZw8qVK1m1apVRvF+4cIHQ0FAmT56M1WolKSmJpUuXEhgYyLZt23j99deZO3cuABcvXmTt2rV8++23pKSkkJmZyahRo5yGa0yaNIkHH3yQ+Ph4NmzYwKxZs1i6dCkAZ8+e5Z133uHzzz9n0qRJvPfee4SGhpKQkMD+/fsZOnQow4YNY+rUqZjNZjZu3MiMGTM4ePAgaWlpvPfeewQGBlJQUADA7NmzGTt2LBEREeTm5jJ+/Hg++ugj3n77bV566SV69OjB+fPnsVgs5c7RnDlzaNasGUVFRSQkJHD//fcTEBDAhQsX6NKlC1OmTGH+/Pm8//77PPHEE/Tr188ozMsqLi4mOTmZlStXEhISwrRp01izZg3jxo3jpZde4vnnn2fMmDH88ccfjBgxwmnbffv2sW3bNjZv3oymacTHxxuF+oABA4z1X3/9dTZs2EBSUhJgDzpas2YNhw8f5vHHH2fQoEFkZmYSExPD448/jqZpXLx40aVr5u1971JQdNalbeqL44W5hATcUtvdEEIIIUQN8LhCvUmTJmzcuJFdu3aRlZXFlClTePbZZ3nooYfKrWsymRg4cCAAR44c4aeffjIi6W02Gy1atDDWdczZHRkZSWFhIWfPli/s9u7dy5IlSwCIi4tjwYIFxrJ7773XuCN+0003ERYWBkD79u05ceIEHTt2pFevXnz55Ze0a9cOq9VKWFgY6enpDBo0yPjlolmzZgDs3LmTn3/+2Wi/sLCQwsJCunfvTmpqKrGxsdx///00adKkXD/T09P59NNPAfj11185evQoAQEBmM1m7r33XgDCw8P597//Xem5PnLkCEFBQYSEhAAQHx/Pu+++y7hx44iOjubjjz9m5syZbNmypdy2u3bton///sYwpH79+hnLDh48yKJFizh37hznz593Sh/t378/qqrSvn17Tp8+DUDnzp1JSUmhtLSU/v3707Fjx0r7fSWz2YRZc23YU30REnALMcGR14w+dlckenXtp6rteGoEtDs4zhk07PNQllNMuAvXlLveL9Xtav2ua8dRU1w9D54eLV8V9elYboTTZ4OHv84eV6iDvQCPiooiKiqKDh06sHnz5goLdYvFYoxL13Wd0NBQ1q1bV2GbiqJU+vha2ziG4iiKYvwMoKoqpaWlAAwfPpw333yTdu3aGf3V9Yqj7W02G+vWrSuXwjlx4kTuueceduzYwYgRI1ixYgW33367sTwrK4udO3eybt06GjVqRFJSkhEkZDabjT6rqnrNxMur9c3Rv0OHDmGxWCgoKODmm28ut87VzmFycjJLly7ljjvuYOPGjWRnZxvLyp47h8jISFavXs2OHTuYNm0a48eP58EHH6y072UlhY26Svpnw3A9sdDuikSvrv1UpZ2GHo/tOGdQfyLPb0S5mHAXril3vV+qW0X9bujvC4eqnAd3Rsu7g1wLduU+G9z4OquqQvPmvtdesew2NdSXKjt8+DA5OTnG4/3799OmTRvAfrf9/PnzFW4XEhJCfn4+e/fuBcBqtXLw4EFj+bZt2wD7nWA/Pz/8/PzKtdetWze2bt0KQEZGBj169HCp7126dOHkyZNkZmbywAMPANC7d28+/vhjzpw5A2AMfYmJiWH16tVOxwnwyy+/EBYWxsSJEwkPD+fIkSNO+zh37hz+/v40atSIQ4cO8d13155y72rnrV27dpw4cYKjR48CsGXLFiIjIwFYuXIlt99+O6+99hopKSnGF3odIiMj+fTTTykqKqKwsJDt27cby86fP0+LFi2wWq1kZGRcs38nTpygefPmjBgxgocffpj//e9/19xGuO74uVwW7XmTRXve5OsT/6nt7gjhdmXfA5X9O16YW9tdFUIIwAPvqF+4cIFZs2Zx9uxZTCYTwcHBzJw5E4ARI0YwYcIEWrRoQXp6utN23t7eLF68mFmzZnHu3Dk0TWPs2LGEhoYC9hj7UaNGGV8mBftwlqeeeorPP/+c6dOn8+KLL5KSksLy5cuNL5O6avDgwezfvx9/f38AQkNDmTRpEklJSaiqSqdOnUhNTeWFF15g5syZxMbGomkaERERzJw5k1WrVpGVlWUMD+nTp49T+3369GHt2rXExsYSEhJC165dr9mnIUOGMH36dNLT01m8eLHxvMViYe7cuUyePNn4Muno0aM5cuQI69evZ/369fj6+hIZGUlaWhpPPfWUse2dd97JkCFDiIuLo23btk6/1EyePJnhw4fTtm1bOnTocNVfrhyys7NZvnw5Xl5eNG7cmHnz5l3XuRZV4yhCJPxIiIoF+bYhotW1P1uFEKKmKXpl4x/qiaSkJKZNm0bnzp1rfF+PPfYY48aNo3fv3jW+L2H3+++FMvTlGn+yc8yj/nT3SU4/V7fqarsq7TT0P+s6ztnsgVMb9HlwuPJ6qMnr3lNUdIwN/X3hUJXzMO/dPQA89+f6MYWzXAt2V54Hd77O9WLoS1119uxZBg4ciMVikSJdCCGEEELcMI8b+lITrhwmUxOaNm3KJ598UuP7EUIIIYQQDYPcURdCCCGEEMIDSaEuXFZUVERiYiKaptGxY0fi4uKIi4tj0qTL4yKPHTvG8OHDuf/++3n66acpKSkB4MMPPyQ2NpbY2FhGjRrFgQMHACgpKeHPf/6zMdWlEEIIIURD1yCGvojq9cEHHzBgwABMJhM+Pj4VBiItXLiQcePGMXToUF566SU2bNjAI488QlBQEKtXr8bf358dO3Ywffp01q9fj7e3N71792bbtm0MGzbMpf74+Ci48pVomw3US7+i6rr9n6LY/5WWgqaByQReXvZlNtvl9cqu66DrOpqmoKo6uq6gKPb1VPXy/222y/sGHVBQFPv/HW1ceQyKcrktKL9cCCGEEPWbFOrCZRkZGSxcuPCqy3Vd5z//+Q+vvvoqYE88/ec//8kjjzxC9+6Xv1XdtWtXTp48aTzu378/r776qsuF+qtf/4uCorN4mS4nMzoCn+zFrkJpaSlKmepcURQ0mw0FjOdtmoZqMqGU2V7XdS6X05fX1TQNVVFQTSZsNhtel/4P9rCospMpOdp0tKOqKvqlNvRL26iqipeXF6pqQgdsWimazYZus9mLfZOKSTVhMnmVC5oym01OYTcVOV6YS5BvG5fOqxBCCCFqlxTqwiUlJSUcO3aMoKAgAIqLi3nooYfw8vJi4sSJ9O/fnzNnztC0aVO8vOyX180338xvv/1Wrq0NGzY4zRMfGhrKDz/84HKfvEwmTKqKoqr2glpRjILY/lBBLbNcv3Rb3EtR0HX98npgrKNcKsIdBbd6aV1H245SWVUU+zaqinrp9nfZQlrXdXtxr+v25Y5+XWpHv/SzqiiYTCa8vLzsd+gVUDTNvvzSNiaTCZOXFxXlwZaNj69ISMAtxARH0qKFH2aziZyC47zxw1vl1osJjqT/7Xdfz2mvUHVFr1e1HU+NgHaHstdAQz4PZTnFhFfTtenJrnaM9fmYXeHqefD0aPmqqE/HciOcPhs8/HWWQl245MyZM/j5Xb6Yt2/fTqtWrTh27Bhjx46lQ4cO+PqWnyP0yrvA//nPf9iwYQNr1qwxnjOZTJjNZgoLCyts42oe6/YXmUf9OufGPXXqHFarhm7Ty92FP16Yi9Wq0aVp1YNeqit6vSrtNPQ5gsu+ng35PDiUiwmvpmvTk1V0jA39feFQlfPgzmh5d5Brwa7cZ4MbX+eqzKMuhbpwiY+Pj/HFUIBWrVoBcMstt9CzZ09+/PFHBg4cyNmzZyktLcXLy4uTJ0/SsmVLY5sDBw7w4osv8tZbbxEQEODUfklJCRaLxT0H04AF+bUpF/ziCEsRQgghhGeQWV+ES/z9/dE0jeLiYv744w+jaM/Pz2fPnj20b98eRVGIiooy5pXftGkT/fr1AyA3N5f/9//+H/PnzyckJMSp7TNnzhAYGIjZbHbvQQkhhBBCeCC5oy5cFh0dze7du/Hx8eHll19GuTR+e8KECbRv3x6AqVOnMmXKFBYtWkTHjh0ZPnw4AG+88QYFBQXMmDEDsA932bhxIwBZWVncc889tXNQQgghhBAeRgp14bLExERWrFjBggULyMjIqHCdW265hQ0bNpR7fvbs2cyePbvCbTIzM3nmmWeqta9CCCGEEHWVDH0RLuvUqRNRUVFoWuVTArqipKSE/v37065du2prUwghhBCiLpNCXVRJQkICJlPlUwKW5Ugz3bdvHyNHjmTo0KHExsaybds2ALy9vdmxYwc5OTk11GMhhBBCiLpFCnXhFo400yZNmjBv3jy2bt3KsmXLmDNnDmfPngVg9OjRLFu2rJZ7KoQQQgjhGaRQF26RkZHBfffdR0hICLfddhtgn9oxMDCQ/Px8ACIiIti5cyelpaW12FMhhBBCCM8gXyYVNe7KNFOH//73v1itVm699VbAnr4ZHBzMgQMHCA8Pv+723973LgVFZ6u1z3WJ2WwqF15UmeOFuQT5tqnBHgkhhBCiOkihLmrclWmmAHl5eUydOpV58+ahqpf/sBMYGEheXp5L7ZvNJsza9Y+Xr4/KxsdfS0jALcQER5aLS66OiPXqimmvajueGgHtDmWvgYZ8HspyigmvpmvTk13tGOvzMbvC1fPg6dHyVVGfjuVGOH02ePjrLIW6qHFXppkWFhby2GOP8fTTT9O1q3NcfUlJCT4+Pi61nxQ2CptNr5a+1kVVjYW+cpvqiFivrpj2qrTT0OOxrVaN4+dyeeWL11z6C0tVRLTqSkzbXjW6jxtVLia8mq5NT1bRMTb094VDVc6DO6Pl3UGuBbtynw1ufJ1VVaF5c1+XtpFCXdS4smmmiqLw5JNPEhcXx+DBg8utm5OTY4QmCfc7fi6XRXverPr2Mqym3jtemAvg8YW6EELUB1KoC7dwpJmeOnWKXbt2UVBQwKZNmwBITU2lY8eOnD59GovFQsuWLWu5t6KqgnzbENGq67VXFDUiyK8Nr/R7pkbvDN3IL3JCCCFcI4W6cIuyaaZxcXEVrpOZmcnIkSPd3DNRVpBfG57uPqm2uyGEEEIIZHpG4SbXk2bq5+dHfHy8G3slhBBCCOG55I66cJuEhIRKlz/88MNu6okQQgghhOeTO+qi2hQVFZGYmIimaYwfP56IiAgee+wxp3W++eYb4uPjeeCBB3juueeMcKPt27ezePHi2ui2EEIIIYRHkkJdVJsPPviAAQMGYDKZ+Otf/8r8+fOdlttsNpKTk3nttdfIzMykTZs2xhdK+/btyxdffMHFixdro+tCCCGEEB5Hhr6IapORkcHChQsB6N27N1lZWU7LCwoK8Pb2JiQkBLDPBPN///d/DB8+HEVR6NmzJ9u3b2fIkCEu7XfZD+mcuVAAgKIomEwmbDYdm24DdBQUFAU0zYau20BRUBUVVVXQNPs6qqqiA+g6um5vR1VVFEVBx/5LxqUFxrY2mw1d1+3LAEUBUFAUxdhOt+n2Plxqz7ENKCiq/TlucAp4V5NJ68Ic2EIIIYSQQl1Uk5KSEo4dO0ZQUNBV1wkICKC0tJQffviBzp078/HHH3Py5EljeXh4OLt373a5ULdppZSWWgEuFdegaRo2mw1N0zB5eaEA1tJSbJoGioJJVVFNJnSbDZuuY3Iqou2FutlsRgdURUHTNHTdXnDrqoqieGGzaZRqGrZL+3IU415eXiiKQmlpqX19XUdRVdAut6UoCoquYlLNeJlv/G14vcmkOQXHMeebiO864KpteEI6mySTus5dyaSedJ1ciySTUuHjhkqSSevXsdwISSYVDc6ZM2fw86v8IlcUhddee425c+dSUlJCdHQ0JtPl4qJ58+bk5eW5vO9J3f/ilExqs+koin1/YE8CAx2TSQWUS3fBdaPwtt8dd2yvX1oHdF13Ktwd9DJ33RXF0b5jGcY2l27AO/XrauveCFfS5hbteROrVatwfU9KbpRkUteV/atKTZ4HT7pOKiPJpHYN/X3hIMmkci04SDKpaJB8fHwoKSm55nrdunVjzZo1AHz99dfk5OQYy4qLi7FYLC7v22bTnQp1cC6CHctKSysaHlJRoVz+uYoKakfBfuW+r+zHlX0VQgghhLge8mVSUS38/f3RNI3i4uJK1/v9998B+1CZt956i1GjRhnLcnJy6NChQ432UwghhBCirpBCXVSb6Ohodu/eDcAjjzzC5MmT+eabb+jTpw9fffUVAMuWLWPw4MHExsZy77330rt3b2P7rKws7rnnnlrpuxBCCCGEp5GhL6LaJCYmsmLFCu666y5jeMuVnnvuOZ577rlyz58+fZqioiLCwsJqupsN3vFzuSza82b55wtzCfJtUws9EkIIIURF5I66qDadOnUiKioKTbv+qQIdcnNzSU5OroErKA6pAAAgAElEQVReiesV5NuGiFZda7sbQgghhLhE7qiLapWQkFCl7f70pz9Vc0/E1QT5teHp7pNquxtCCCGEuAa5oy7coqioiMTERPbt28fIkSMZOnQosbGxbNu2zVhnypQpTrPACCGEEEI0ZFKoC7f44IMPGDBgAE2aNGHevHls3bqVZcuWMWfOHM6ePQvA6NGjWbZsWS33VAghhBDCM8jQF+EWGRkZLFy40Cm5tFWrVgQGBpKfn0/Tpk2JiIggOTmZ0tJSvLyu/9J8e9+7FBSdrYlu1wlms8kp7KYy8oVRIYQQou6QQl3UuJKSEo4dO+ZUpAP897//xWq1cuuttwKgqirBwcEcOHCA8PDw627fbDZh1kzXXrEeKxsfX5mQgFuICY702Khkh6rGvXv6cdWkstdATZ6Hqr42tcEpJrwO9buqrnaM9fmYXeHqefD0aPmqqE/HciOcPhs8/HWWQl3UuDNnzuDn5/wGyMvLY+rUqcybNw9VvTwCKzAwkLy8PJfaTwob1aATP6sSC+3pMdJViXtv6PHYZf+qUpPnoSqvTW0oFxNeR/p9Iyo6xob+vnCoynlwZ7S8O8i1YFfus8GNr7OqKjRv7uvaNjXUFyEMPj4+lJSUGI8LCwt57LHHePrpp+na1Xk6wJKSEnx8fNzdRSGEEEIIjyN31EWN8/f3R9M0iouLURSFJ598kri4OAYPHlxu3ZycHNq3b18LvRRCCCGE8CxSqAu3iI6OZvfu3Zw6dYpdu3ZRUFDApk2bAEhNTaVjx46cPn0ai8VCy5Yta7m3QgghhBC1Twp14RaJiYmsWLGCBQsWEBcXV+E6mZmZjBw50s09E0IIIYTwTDJGXbhFp06diIqKQtOuPo2gn58f8fHxbuyVEEIIIYTnkkJduEVRURGbN28mOzubuLg441/nzp357LPPAPj66685fvx4LfdUCCGEEMIzSKEu3MKRTNq7d2+2bNnCli1bWLVqFY0aNSI6OhqQZFIhhBBCiLKkUBdukZGRwX333ef03CeffMLdd99No0aNAIiIiGDnzp2Ulpa6vX+qqmAyqXh52f+pqmIsUxTnZWazyfjZZFJRlPLtKQqYTCre3iYsFi+8vb3w8lJRKlpZCCGEEKIC8mVSUeOulky6detWHn30UeNxVZNJ3973LgVFZ6veQQVKiovRNA1dt4GioKoqFm8LiqpiLSmhtLQUXdfRsQcrmb3MlJaWoqoKZrM3JpPzW0mzadg0jZKS4kvbgUk1YTabMXt7QzXmM5nNJroEdiamba/qa1QIIYQQtU4KdVHjrpZM+tNPPxETE+P0fFWSSc1mE2bNdO0VK2vDqzGazQa6vYJW1ct3v81ejbDZbOj6ldW1BeVSUV+uPUzYdB1vize6zV78m1S1wnVvVE6BfVx/fNcB1d52balq3LunRkC7g+OcQc2eh6q+NrXBKSa8DvW7qq52jPX5mF3h6nnw9Gj5qqhPx3IjnD4bPPx1lkJd1Lgrk0kBPvroIwYMGIDZbHZ6virJpElho7DZqvEWdR3zxg9vYbVq9Soauipx7w09HttxzqBmo7Cr8trUhnIx4XWk3zeiomNs6O8Lh6qcB3dGy7uDXAt25T4b3Pg6q6pC8+a+Lm0jhbqocWWTSS0WC2Af9vLMM8+UW1eSSYXD8XO5LNrz5nWvbzabnIpVV0S06ipDh4QQQngc+TKpcAtHMinA8ePH+fXXX+nZs6fTOpJMKmrD8cJcdv32XW13QwghhChH7qgLt3Akk951110EBQXx1VdflVtHkkmr7mp3n+vyneIgvzY83X3Sda9f1T/runLXXgghhHAnuaMu3EKSSd1P7hQLIYQQdZvcURduk5CQUOnyhx9+2E09qX8quvssd4qFEEKIuk3uqAu3KCoqIjExkX379jFy5EiGDh1KbGws27ZtM9aZMmUKOTk5tddJIYQQQggPIoW6cIsPPviAAQMG0KRJE+bNm8fWrVtZtmwZc+bM4exZe1jR6NGjWbZsWS33VAghhBDCM8jQF+EWGRkZLFy40CmdtFWrVgQGBpKfn0/Tpk2JiIggOTmZ0tJSvLyu/9K84WTSOu7E+V9p26R1bXdDCCGEENVMCnVR40pKSjh27JhTkQ7w3//+F6vVyq233grY00CDg4M5cOAA4eHh191+dSST1mW3NQsiJjiyXKpaXU5idGcyaV0+T2VJMml5kkxKhY8bKkkmrV/HciMkmVSIMs6cOYOfn/MbIC8vj6lTpzJv3jxU9fIIrMDAQPLy8lxqv6EnkzqmJbxyasK6nMTozmTSunyeypJkUmeSTGonaZR2kkwq14KDJJMKcQUfHx9KSkqMx4WFhTz22GM8/fTTdO3a1WndkpISfHx83N3Fequi+dXr8tzqQgghREMiXyYVNc7f3x9N0yguLqakpIQnn3ySuLg4Bg8eXG7dnJwc2rdvXwu9bBhkbnUhhBCi7pA76sItoqOj2b17N6dOnWLXrl0UFBSwadMmAFJTU+nYsSOnT5/GYrHQsmXLWu5t/XHl/Ooyt7oQQghRd0ihLtwiMTGRFStWsGDBAuLi4ipcJzMzk5EjR7q5Z0IIIYQQnkmGvgi36NSpE1FRUWiadtV1/Pz8iI+Pd2OvhBBCCCE8l9xRF26TkJBQ6fKHH37YTT0RQgghhPB8ckddVJuioiISExPRNI3c3Fz+8pe/MHjwYIYMGcLx48cBePbZZxk4cCAPPPAAzz//PFarFYDt27ezePHi2uy+EEIIIYRHkUJdVJsPPviAAQMGYDKZeO655xg/fjwfffQR69evp3nz5gAMGzaMjz/+mIyMDIqLi1m/fj0Affv25YsvvuDixYu1eQhCCCGEEB5Dhr6IapORkcHChQv5+eefKS0tJTo6GoAmTZoY69xzzz3Gz3/605/47bffAFAUhZ49e7J9+3aGDBni0n7f3LOcMxf/QFVVFEVBVVVsuo6u6yhg/OzYj6qq9se6jqIoTm051rOvqwI6NpvN8QSqooCiwKX1dEC51K4jdElRFPuTuj1tVVVVNJsN3WZD123ogKool/atoKom+/a6DZumoWPvN4qK6VJfbTbbpecV4xjs/bOnEZYNu3E4XphLkG8bl86lEEIIITyHFOqiWpSUlHDs2DGCgoL47LPPaNq0KX/72984fvw4vXv35u9//zsm0+WIc6vVypYtW3jhhReM58LDw9m9e7fLhbpe5v9G2X2pENcdRXWZAtxYVnb9Slo21tN1UBRHDW4vtB3tKgqK4ijULxfrqqpgMqnoug3bpdUVY337Py8vezFfWqqDrlxu8tK29l8ULj/vaLPs+SwbH+8QEnALMcGR5WLUcwqO88YPb131qGOCI+l/+92VnpmaVtW496pEQNeXaPmy10BNHktdOl9XXvtXPlffXO0Y6/Mxu8LV8+Dp0fJVUZ+O5UY4fTZ4+OsshbqoFmfOnMHPz36Rl5aWsmvXLjZv3kzr1q2ZMmUKGzduZPjw4cb6M2bMICIigoiICOO55s2bk5eX5/K+H+8+3rib3RBdKxb6yhh13aZXeAce7HfhrVaNLk27VrjcXaoS917VeOz6Ei1f9jWtyWOpK+erXEx4Hen3jajoGCU23q4q58Gd0fLuINeCXbnPBje+zqqq0Ly5r0vbSKEuqoWPjw8lJSUA3HzzzXTq1IlbbrkFgPvuu4/vv//eWPef//wn+fn5/POf/3Rqo7i4GIvF4r5ON1BXhiCVJYFIQgghhOeQL5OKauHv74+maRQXF9O5c2f++OMP8vPzAcjKyqJ9+/YArF+/nq+//prXXnsNVXW+/HJycujQoYPb+y6EEEII4YmkUBfVJjo6mt27dxuzvowdO5bY2Fh0XTeGvbz88sucPn2akSNHEhcX53RXPSsry+nLpkIIIYQQDZkMfRHVJjExkRUrVnDXXXcRHR1NRkZGuXV+/PHHCrc9ffo0RUVFhIWF1XQ3hRBCCCHqBLmjLqpNp06diIqKQtMq/qJiZXJzc0lOTq6BXgkhhBBC1E1SqItqlZCQ4DRtoIMjtfTEiRM89NBDxMXFMXToUN577z3APqf6v/71L3JyctzcYyGEEEIIzySFunALR2ppixYtWLt2LVu2bOH999/nrbfeMkKPRo8ezbJly2q5p0IIIYQQnkEKdeEWGRkZ3HfffXh7e+Pt7Q3YQ5KM1E8gIiKCnTt3UlpaWlvdrLLLIUQqJpOCUnmSkhBCCCHENcmXSUWNK5taCvDrr78yceJEfvnlF6ZNm0arVq0AUFWV4OBgDhw4QHh4+HW3//a+dykoOlsjfb8eum6jxFqCbrOh6zqKYk8a9fZ2z5zwZrPpqgFGVzpemEuQb5vK1zmXW24+9YhWXYlp26vKfRRCCCGE66RQFzWubGopQOvWrcnIyOC3337jySefZODAgdx0000ABAYGupxOajabMGvlx8W7jwkvLxM2mw0dUADVZEJ14231svHxlQkJuIWY4MirRiWbzSYUVXFqL6fgOOZ8E/FdB1RLX69HVePeqxIBXV+i5cu+ZjV5LHXpfDnFhNehflfV1Y6xPh+zK1w9D54eLV8V9elYboTTZ4OHv85SqIsaVza1tKxWrVoRGhrKrl27GDRoEGC/++7j4+NS+0lho7DZ9Grpa11UlVjoq61vtWq0bdKaJztPMJ5btOdNrFbNrdHTVYl7r2o8dn2Jli/7V5WaPJa6cr7KxYTXkX7fiIqOUWLj7apyHtwZLe8Oci3YlftscOPrrKoKzZv7urZNDfVFCEPZ1NKTJ09SVFQEwB9//MGePXsICQkx1s3JyTFSTIUQQgghGjK5oy7cwpFaqus6qampKIqCruv85S9/MUKOTp8+jcVioWXLlrXcWyGEEEKI2ieFunALR2rpggULKkwsBcjMzGTkyJFu7pkQQgghhGeSoS/CLa4ntdTPz4/4+Hg39koIIYQQwnPJHXXhNgkJCZUuf/jhh93UEyGEEEIIz+eRd9TT0tIYOnQosbGxxMXF8f333wOwcuVKLl68WG37ycrKYs+ePdXWnqf67LPP+Pnnn43H//jHP9i5c2eV2powYQJnz5afs3zJkiUsX768yn0UQgghhBDOPO6O+t69e/nyyy/ZtGkT3t7e5OfnY7VaAXjnnXcYNmwYjRo1KredpmmYTK7NpZ2dnU3jxo3p3r17tfTdU3322Wf07dvXmE1l8uTJVW7rrbfeqq5uCSGEEEKISnhcoX7q1CkCAgKMmPnAwEDAXqTn5eUxduxYmjVrRnp6Ot26dWPcuHF8/fXXPPfcc/j4+JCamsqFCxcICAhg7ty5tGzZkqSkJO644w5++OEHCgsLmTNnDoGBgaxduxZVVfnwww+ZPn06rVu3JiUlhfz8fAIDA5k7dy5t2rQhOTkZi8XC4cOHyc3NZe7cuWzatInvvvuOLl26kJqayvr16zl48CApKSkAvP/++xw6dIjnn3+ezZs3s3z5chRFISwsjAULFpCfn8/LL79Mbm4uACkpKfTo0YPs7Gxmz54NgKIorF69Gl9f5zk3n3jiCU6ePElxcTFjxowxvoDZrVs3xowZw/bt2/Hx8WHp0qX88ssvfPHFF2RnZ5OWlsaSJUtYunQpffv2ZdCgQXzzzTfMmzcPTdMIDw9nxowZFBcXk5CQQFpaGu3ateOZZ56hV69ejBgxgn79+rFhwwYCAwNJS0tj8+bNtG7dmsDAQO68807j2NetW4fVaiU4OJj58+fTqFEjkpOT8fX1Zd++fZw6dYqpU6cyaNAg8vLymDJlCoWFhWiaxiuvvEJERMR1XzO1nUxa21xJJr2W60kuFUIIIYR7eFyhHh0dzRtvvMHAgQPp3bs3Q4YMoWfPnowZM4aVK1eyatUqo3i/cOECoaGhTJ48GavVSlJSEkuXLiUwMJBt27bx+uuvM3fuXAAuXrzI2rVr+fbbb0lJSSEzM5NRo0bRuHFjxo8fD8CkSZN48MEHiY+PZ8OGDcyaNYulS5cCcPbsWd555x0+//xzJk2axHvvvUdoaCgJCQns37+foUOHMmzYMKZOnYrZbGbjxo3MmDGDgwcPkpaWxnvvvUdgYCAFBQUAzJ49m7FjxxIREUFubi7jx4/no48+4u233+all16iR48enD9/HoulfAz9nDlzaNasGUVFRSQkJHD//fcTEBDAhQsX6NKlC1OmTGH+/Pm8//77PPHEE/Tr188ozMsqLi4mOTmZlStXEhISwrRp01izZg3jxo3jpZde4vnnn2fMmDH88ccfjBgxwmnbffv2sW3bNjZv3oymacTHxxuF+oABA4z1X3/9dTZs2EBSUhIAeXl5rFmzhsOHD/P4448zaNAgMjMziYmJ4fHHH0fTNJeHN9V+Mmntu95k0mupKLm0NhIdJZnUdZJMWl5tX8fuJsmklZNk0vp1LDdCkklvQJMmTdi4cSO7du0iKyuLKVOm8Oyzz/LQQw+VW9dkMjFw4EAAjhw5wk8//cSjjz4KgM1mo0WLFsa6Q4cOBSAyMpLCwsIKx1nv3buXJUuWABAXF8eCBQuMZffee69xR/ymm24y5v5u3749J06coGPHjvTq1Ysvv/ySdu3aYbVaCQsLIz09nUGDBhm/XDRr1gyAnTt3Oo0bLywspLCwkO7du5OamkpsbCz3338/TZo0KdfP9PR0Pv30UwB+/fVXjh49SkBAAGazmXvvvReA8PBw/v3vf1d6ro8cOUJQUJAROBQfH8+7777LuHHjiI6O5uOPP2bmzJls2bKl3La7du2if//+xjCkfv36GcsOHjzIokWLOHfuHOfPnycmJsZY1r9/f1RVpX379pw+fRqAzp07k5KSQmlpKf3796djx46V9vtKkkxa/WlztZ3oKMmkrpNkUmeSTGonaZR2kkwq14JDXUsm9bhCHewFeFRUFFFRUXTo0IHNmzdXWKhbLBZjXLqu64SGhrJu3boK21QUpdLH19rGMRRHURTjZwBVVSktLQVg+PDhvPnmm7Rr187or65XXEDabDbWrVuHj4+P0/MTJ07knnvuYceOHYwYMYIVK1Zw++23G8uzsrLYuXMn69ato1GjRiQlJVFcXAyA2Ww2+qyqaqVTIVbWN0f/Dh06hMVioaCggJtvvrncOlc7h8nJySxdupQ77riDjRs3kp2dbSwre+4cIiMjWb16NTt27GDatGmMHz+eBx98sNK+CyGEEELUdx4368vhw4fJyckxHu/fv582bexjZps0acL58+cr3C4kJIT8/Hz27t0LgNVq5eDBg8bybdu2AfY7wX5+fvj5+ZVrr1u3bmzduhWAjIwMevTo4VLfu3TpwsmTJ8nMzOSBBx4AoHfv3nz88cecOXMGwBj6EhMTw+rVq52OE+CXX34hLCyMiRMnEh4ezpEjR5z2ce7cOfz9/WnUqBGHDh3iu+++u2a/rnbe2rVrx4kTJzh69CgAW7ZsITIyErDPsHP77bfz2muvkZKSYnyh1yEyMpJPP/2UoqIiCgsL2b59u7Hs/PnztGjRAqvVetVwo7JOnDhB8+bNGTFiBA8//DD/+9//rrmNEEIIIUR953F31C9cuMCsWbM4e/YsJpOJ4OBgZs6cCcCIESOYMGECLVq0ID093Wk7b29vFi9ezKxZszh37hyapjF27FhCQ0MB8Pf3Z9SoUcaXScE+nOWpp57i888/Z/r06bz44oukpKSwfPly48ukrho8eDD79+/H398fgNDQUCZNmkRSUhKqqtKpUydSU1N54YUXmDlzJrGxsWiaRkREBDNnzmTVqlVkZWUZw0P69Onj1H6fPn1Yu3YtsbGxhISE0LVr12v2aciQIUyfPp309HQWL15sPG+xWJg7dy6TJ082vkw6evRojhw5wvr161m/fj2+vr5ERkaSlpbGU089ZWx75513MmTIEOLi4mjbtq3TLzWTJ09m+PDhtG3blg4dOlz1lyuH7Oxsli9fjpeXF40bN2bevHnXda6FEEIIIeozRa9s/EM9kZSUxLRp0+jcuXON7+uxxx5j3Lhx9O7du8b3Jex+/71QxqjX4Ni6RXveBODp7pNqbB/Vsc+qnofaOL6a4DiO2QOn1rvroSquvB7qSr9vREXHKOOS7apyHua9a89Zee7P9WMKZ7kW7K48D+58nevNGPW66OzZswwfPpywsDAp0kW9c/xcrlEElBXRqisxbXvVQo+EEEKI+q9BFOpXDpOpCU2bNuWTTz6p8f0I4SmOF9ozAKRQF0IIIWpGgyjURe0rKirir3/9K6tWrSI8PJwOHToA0Lp1a958036ndsqUKUyePJnbbrutFnsqKhLk16bckIGK7rALIYQQovpIoS7c4oMPPmDAgAGYTCZ8fHwqnJt99OjRLFu2jFmzZtVCD4UQQgghPIsU6sItMjIyWLhwYaXrREREkJycTGlpKV5e139pvr3vXQqKygdYgY6maei6jo4Ouo6iqJfnmjeZULj2fPqu0nUdm01zmqfeZDKhKNU/G2pEq67EtxhQ7e0KIYQQovZJoS5qXElJCceOHSMoKAiA4uJiHnroIby8vJg4cSL9+/cH7CFNwcHBHDhwgPDw8Otu32w2YdZM5Z7XNA2bzV446zab/UlFt5fmioKqKniZym93o0pLSy/NQmMv1BVFQVEVzF7Vu6+cguOY803EM6BWIuNrMpK9qm1XpS/1JVrecRxQs8dSl86XU0x4Hep3VV3tGOvzMbvC1fPg6dHyVVGfjuVGOH02ePjrLIW6qHFnzpzBz+/yG2D79u20atWKY8eOMXbsWDp06MCtt94KQGBgIHl5eS61nxQ2qtLpGR0Bqrru/HNNq+l9Ldrzplti0a+2j5rcd1XarurUY/UlWt5xHFA714OnKRcTXkf6fSMqOkaZks+uKufBndHy7iDXgl25zwY3vs5VmZ7R45JJRf3j4+NDSUmJ8bhVq1YA3HLLLfTs2ZMff/zRWFZSUoKPj0+17l/XLxfLZX+uae7clxBCCCHqHynURY3z9/dH0zSKi4v5448/jKI9Pz+fPXv20L59e2PdnJwcp8dCCCGEEA2VDH0RbhEdHc3u3bvx8fHh5ZdfRlEUdF1nwoQJRmF++vRpLBYLLVu2rOXe1h3Hz+XyyhevOQ17uBoJJ7q6qwU6XYucUyGEEDVJCnXhFomJiaxYsYIFCxaQkZFR4TqZmZmMHDnSzT1rGCScqPrJORVCCFHTpFAXbtGpUyeioqLQNA3TVWZa8fPzIy4uzs09q9uC/NrwSr9nrvklGAknqlxFgU7XIudUCCFETZMx6qLaFBUVkZiYiKZpzJ8/n6FDhzJ48GBmzZqFruskJCSQnZ1NfHw8cXFxjB49mqNHjwL2mWBOnDjh0vzpQgghhBD1mRTqoto40ke///579uzZw4cffkhmZiY//PAD2dnZALzyyissXLiQLVu28MADD5CWlgZA3759+eKLL7h48WJtHoIQQgghhMeQQl1Um4yMDO677z4URaGkpASr1Wr8/6abbjLWKywsNP7v+OKooij07NmT7du3u7xfX18zTZt607SpN35+3jRp4k3jxt40amTCYvHC29uEt7cJs1nFy0vFZLoUduSlYjab8PJSUVUFk8n+nH0d+3OX/2Fs4+3tZQ9ZMqvGXOkOyqUgJZNJcWpDCCGEEMJVMs5AVIuy6aNBQUFERUURExODruskJiZy++23AzB79mwmTpyIxWLB19eX999/32gjPDyc3bt3M2TIEJf2nfrFPzlz8Q9Ukwkvkwn90uTlOqBgTwpVFMUYG++Y2lwrLUXXdVRVRVFV1Esz0WiaZi+4TSbQMdbRdRuapqHr+qWCXEU1mTB7mVEUFZtNw1pqRUHBZtOw6fYUVFU1oaoqZrP5Uo+qx/HCXIJ821Rbe0IIIYTwLFKoi2pRNn306NGjHDp0iB07dgDwl7/8hW+//ZbIyEhWrlzJv/71L7p06cKyZf+fvXuPi7LO+z/+YnA4KIiMKatSLiSSR0TBw2ppnlBxBAxR70To52pqrWSthhhW3CSgm5au0G6iKB7AA2IiWprp3qWBFm66a3emeEBTNDQYkYMDvz/m5lqRkyDgIJ/n49EjZ67T5/rO4fHlmu/1fa8lIiKCDz74AIC2bdvWOpUUQG1mhpnezNDhvu8Sd+n/RZGqVIYfjsr+b2JiAiYm6E1N4b5Od9k2LVq0wMTERFkPDN3rUv7TuS9bbmpqSgu12rC81HAlvrS0lJLSFoYO/v+tpzI1xVRVvz9gOdg+zZDO7kDN0cePEp9e1bYNGcle133X5/k11HYNpaweaNiajO28q1MuJrwJ1V1XVZ3jk3zOtVHrz7iRR8vXxZN0Lo+i3HeDkb/O0lEX9eL+9NEDBw7g4uJCq1atAHj++ec5efIkzz77LD/++CMuLi4AjBs3jj/+8Y/KPgoLCzE3N6/1sV/t8wolJc07ArSmWV+Ki/Vk5V1l8efLa73vsiv3Dx6jISPZ67LvusZj1/U8jC2S/v659BuyJmM776pUiAlvInU/isrOUWLjDerSDo0ZLd8Y5L1gUOG7oRFfZ5XKhLZtrWq3TQPVIpqZ+9NHO3bsyPHjx7l37x7FxcUcP36cZ599ltatW5OXl0dmZiYA33zzjTIkBgyppF27dn1cpyCqYG/VETe7Po+7DCGEEKLZkSvqot6UpY96eHjw7bffotVqMTEx4fnnn2f48OEAhIeHM2/ePExMTLCxsWHp0qXK9mlpabz55puPq/wnXl3mChdCCCHE4yMddVFvytJH//CHPxAWFlbpOqNGjWLUqFEVnr958yYFBQU4Ozs3dJlCCCGEEE2CdNRFvXmY9NGqXL16leDg4AaqTDSUrLyrDZLQKTPaCCGEENJRF/XM19e3Ttv17t27nisRTZmMixdCCCGMtKMeExNDSkqKYZ5qlYqwsDBcXFyIi4tj8uTJWFpa1stx0tLSUKvV9O3bt172Z6wOHjzI73//e7p06QLAxx9/jLu7O3/4wx9qva+ZM2fy4UfQR7IAACAASURBVIcf0rp163LPr169mpYtWzJjxox6qVk0DTLuXQghhGg4RtdRz8jI4PDhw+zatQszMzNycnIoLi4GYOPGjUyYMKHSjnpdhlukp6fTsmXLZtFRHzZsmNJRDwoKqvO+Pv300/oqSwghhBBCVMPoOuo3btzA1tYWMzMzADQaDWDopGdnZxMQEECbNm2Ij4/H1dWVwMBAvv76a95++20sLCyIjIwkPz8fW1tbIiIiaN++Pf7+/jz33HOcOnUKnU7H0qVL0Wg0JCQkoFKp+OyzzwgNDaVDhw6EhISQk5ODRqMhIiKCjh07EhwcjLm5OefPn+fq1atERESwa9cuTp48iYuLC5GRkWzfvp2zZ88SEhICwLZt2zh37hyLFi0iOTmZ2NhYTExMcHZ2Zvny5eTk5PDuu+9y9epVAEJCQujXrx/p6elKAJCJiQmbNm3Cyqr8nJtz587l2rVrFBYWMn36dCZPngyAq6sr06dP56uvvsLCwoLo6GguXbrEoUOHSE9PJyYmhtWrVxMdHc2wYcMYM2YMx44dIyoqCr1eT8+ePXn//fcpLCzE19eXmJgYHB0defPNNxk4cCB+fn4MHz6cHTt2oNFoiImJITk5mQ4dOqDRaOjRo4dy7omJiRQXF9O5c2eWLVuGpaUlwcHBWFlZcfr0aW7cuMGCBQsYM2YM2dnZzJ8/H51Oh16v57333sPNze2h3zPrTm/mdkHuI7zrmja12rTcHNqVkTHfQgghRNNjdB31wYMHs2bNGjw8PBg0aBDjxo2jf//+TJ8+nbi4ODZs2KB03vPz83FyciIoKIji4mL8/f2Jjo5Go9GQmprKypUriYiIAODu3bskJCRw/PhxQkJCSElJYcqUKeWGa8yePRtvb298fHzYsWMH4eHhREdHA5Cbm8vGjRv58ssvmT17Nlu3bsXJyQlfX1/OnDmDp6cnEyZMYMGCBajVapKSknj//fc5e/YsMTExbN26FY1Gw+3btwH44IMPCAgIwM3NjatXrzJjxgz27dvHunXrWLJkCf369ePOnTuVBgAtXbqUNm3aUFBQgK+vL6NHj8bW1pb8/HxcXFyYP38+y5YtY9u2bcydO5fhw4crHfP7FRYWEhwcTFxcHA4ODixcuJAtW7YQGBjIkiVLWLRoEdOnT+e3337Dz8+v3LanT58mNTWV5ORk9Ho9Pj4+Skd91KhRyvorV65kx44d+Pv7A5Cdnc2WLVs4f/48c+bMYcyYMaSkpDBkyBDmzJmDXq/n7t27tXrPqNWmqPW1+zXlSXN/KmVlylJM6zN5zRiTHiWZ1ECSSQ0kmZRKHzdXkkz6ZJ3Lo5Bk0kfQqlUrkpKSOHHiBGlpacyfP5+33nqLiRMnVljX1NQUDw8PADIzM/npp5945ZVXACgpKaFdu3bKup6engC4u7uj0+nIza14BTYjI4PVq1cD4OXlxfLl/0lxfPHFF5Ur4k899ZQyjWCXLl24cuUK3bp1Y+DAgRw+fBhHR0eKi4txdnYmPj6eMWPGKH9ctGnTBoCjR4/y888/K/vX6XTodDr69u1LZGQkWq2W0aNHK+me94uPj+fAgQMA/PLLL1y8eBFbW1vUajUvvvgiAD179uSbb76ptq0zMzOxt7fHwcEBAB8fHzZv3kxgYCCDBw9m//79hIWFsXv37grbnjhxgpEjRyrDkMrmSQc4e/YsH330EXl5edy5c4chQ4Yoy0aOHIlKpaJLly7cvHkTgF69ehESEsK9e/cYOXIk3bp1q7buB/k7T2nWyaS1SZurz+Q1Y0t6lGRSSSa9nySTGkgapYEkk8p7oUxTSyY1uo46GDrgAwYMYMCAAXTt2pXk5ORKO+rm5ubKuPTS0lKcnJxITEysdJ8mJibVPq5pm7KhOCYmJsq/AVQqFffu3QNg0qRJfPLJJzg6Oir1lpZW3oEsKSkhMTERCwuLcs/PmjWLoUOHcuTIEfz8/Fi/fn259M60tDSOHj1KYmIilpaW+Pv7U1hYCIBarVZqVqlU6PXVD4eoqray+s6dO4e5uTm3b9/md7/7XYV1qmrD4OBgoqOjee6550hKSiI9PV1Zdn/blXF3d2fTpk0cOXKEhQsXMmPGDLy9vautXQghhBDiSad63AU86Pz581y4cEF5fObMGTp2NIytbdWqFXfu3Kl0OwcHB3JycsjIyACguLiYs2fPKstTU1MBw5Vga2trrK2tK+zP1dWVvXv3ArBnzx769etXq9pdXFy4du0aKSkpjB8/HoBBgwaxf/9+bt26BaAMfRkyZAibNm0qd54Aly5dwtnZmVmzZtGzZ08yMzPLHSMvLw8bGxssLS05d+4cJ0+erLGuqtrN0dGRK1eucPHiRQB2796Nu7s7AHFxcTz77LOsWLGCkJAQ5YbeMu7u7hw4cICCggJ0Oh1fffWVsuzOnTu0a9eO4uJi9uzZU2N9V65coW3btvj5+fHSSy/xr3/9q8ZthBBCCCGedEZ3RT0/P5/w8HByc3MxNTWlc+fOSsqln58fM2fOpF27dsTHx5fbzszMjFWrVhEeHk5eXh56vZ6AgACcnJwAsLGxYcqUKcrNpGAYzjJv3jy+/PJLQkNDeeeddwgJCSE2Nla5mbS2xo4dy5kzZ7CxsQHAycmJ2bNn4+/vj0qlonv37kRGRrJ48WLCwsLQarXo9Xrc3NwICwtjw4YNpKWlKcNDXnjhhXL7f+GFF0hISECr1eLg4ECfPjXPNT1u3DhCQ0OJj49n1apVyvPm5uZEREQQFBSk3Ew6depUMjMz2b59O9u3b8fKygp3d3diYmKYN2+esm2PHj0YN24cXl5edOrUqdwfNUFBQUyaNIlOnTrRtWvXKv+4KpOenk5sbCwtWrSgZcuWREVFPVRbCyGEEEI8yUxKqxv/8ITw9/dn4cKF9OrVq8GP9eqrrxIYGMigQYMa/FjC4NdfdTJG/TGMOyxLJDWWedTr2g51PQ9jO/+yej7wWNCg7wdjO++qPPh+aCp1P4rKzlHGJRvUpR2iNn8PwNsvPxlTOMt7weDBdmjM17kuY9SNbuhLU5Wbm4uHhwfm5ubSSRdCCCGEEI/M6Ia+NIQHh8k0hNatW/P55583+HGEEEIIIUTzIFfURaMoKChg2rRpXLlyhYkTJ+Ll5YWnpydbt25V1pk/f365G4mFEEIIIZoz6aiLRrFz505GjRpFu3btSEhIYPfu3Wzbto1PP/2U69evAzB16lTWrl37mCsVQgghhDAOzWLoi3j89uzZw1/+8pdy86gXFRVRUlKiPHZzcyM4OJh79+7RosXDvzXXnd7M7YKKAVb3KykpobS0hFLABMMc8CrVk5Fmqlab4qLpxZBOAx93KUIIIYSoR9JRFw2uqKiIy5cvY29vDxjSVGfNmsWlS5dYuHAhdnZ2gCGkqXPnzvz444/07NnzofevVpui1lfd6S4pKTH8V1pCaWkpJv93LJVpC0xVTf9HpQu3swDw6TOqUY9rjJHsdamlrudhbOdfVg80bE3Gdt7VKRcT3oTqrquqzvFJPufaqPVn3Mij5eviSTqXR1Huu8HIX2fpqIsGd+vWLayt//MB6NChA3v27OH69eu89tpreHh48NRTTwGg0WjIzs6u1f79nac81PSM9yepPkmzkq459SnFxfpGn3bL2CLZ6zr1WF3Pw9jOv6weaNiajO28q1IhJryJ1P0oKjtHmZLPoC7t0JjR8o1B3gsGFb4bGvF1lukZhVGysLCgqKiowvN2dnY4OTlx4sQJ5bmioiIsLCwapI7S0lLlPyGEEEIIYycdddHgbGxs0Ov1FBYWcu3aNQoKCgD47bff+P7773FwcFDWvXDhAl26dHlcpQohhBBCGA0Z+iIaxeDBg/nuu+8oLS0lMjISExMTSktL+X//7//h7OwMwM2bNzE3N6d9+/aPuVohhBBCiMdPOuqiUUybNo3169ezfPly9uzZU+k6KSkpTJ48uZErezJk5V1V4sMb7Zi6q9hbdWzUYwohhBDNiQx9EY2ie/fuDBgwAL1eX+U61tbW+Pj4NGJV4lHYW3XEza7P4y5DCCGEeGLJFfUmxN/fn1mzZvH8888rz8XFxXHhwgXmzJnDBx98wKpVq0hKSuL06dMsWbKkxn3OnDmTDz/8kNatW9drratXr6Zly5bMmDFDec7X17fabV566aV6raE5sbfuyBt9Zz/uMpqdx/FLRlXkFw4hhHjyyBX1JsTT05PU1NRyz6WmpjJ+/Hjs7OxYtWrVQ++rtLSUkpISPv300zp30qu7Ov4oymoTQjw8+YVDCCGePHJFvQnx8PDgo48+oqioCDMzM7KyssjOzqZfv35kZWUxe/ZsUlJSAEOo0IwZM8jKykKr1fL666+TlZXFzJkzGTBgACdPnmTNmjX4+/uzY8cONBoN69evZ+fOnYDh6ndgYGCFGlxdXQkMDOTrr7/m7bffZuHChcr2p06dYtmyZcTHxwPw448/Mn36dK5du8Yf//hH/Pz8AFi7di379u2jqKiIUaNGMW/evEpr69SpU+M0rBB1JL9kCCGEaEjSUW9CbG1t6d27N//4xz8YOXIkqampjB07tlyQT5lTp06xZ88eLC0t8fX1ZejQodja2pKZmUlERATvvfdeufVPnz5NUlIS27Zto7S0FD8/P/r370/37t3LrZefn4+TkxNBQUE11vu///u/bNu2jfz8fHx8fBg6dChnz57l4sWL7Nixg9LSUubMmcPx48fp0KFDlbXVZN3pzdwuyK3VNk+SK3d+oVOrDo+7DCGEEELUM+moNzFlw19GjhzJ3r17Wbp0aaXr/eEPf8DW1haAUaNG8d133zFy5Eg6duxInz4Vfx4vW96yZUtlmxMnTlToqJuamuLh4fFQtY4YMQILCwssLCwYMGAAp06d4rvvvuObb77B29sbMHT8L1y4QIcOHaqsrSZqtSlqvWnNKz6hft/GniGd3Y02/rgx1aUN6hotb8yR9A1ZkzGf94PKxYQ3obrrqqpzfJLPuTZq/Rk38mj5uniSzuVRlPtuMPLXWTrqTczIkSOJjIzkX//6FwUFBfTo0aPS9R68yl72uKwj/qCHTes0NzfH1PQ/nWJTU1Nl28LCwmprKDvOrFmzmDJlSrnns7KyqqytJv7OUygpab5po2VxyM09Grqu8dh1jZY31kj6ho4JN9bzflCFmPAmUvejqOwcJTbeoC7t0JjR8o1B3gsGFb4bGvF1VqlMaNvWqnbbNFAtooG0atWK/v37ExISwvjx46tc75tvvuH27dsUFBRw8OBB+vbtW+1+3d3dOXjwIHfv3iU/P5+DBw/i5uZWYz2dOnXi9OnTAHzxxRflln355ZcUFhZy69Yt0tPT6dWrF0OGDGHnzp3cuXMHgOvXr/Prr7/WeBwhhBBCiOZGrqg3QePHj+f1119nxYoVVa7Tr18/Fi5cyMWLF9FqtfTq1YusrKwq1+/RowcTJ05k0qRJgOFm0geHvVTm9ddfZ/Hixfztb3/DxcWl3LLevXsza9YsfvnlF+bOnYudnR12dnacO3dOuaLesmVLli9fjkolfzMKIYQQQtxPOupN0KhRo/jf//3fcs/Z29srM75MnDiRiRMnVtju/nXKHDp0SPn3K6+8wiuvvFLtsTMyMso9dnNz4/PPP6+w3p/+9Kcq9xEQEEBAQECF5x+sTQghhBCiOZPLmEIIIYQQQhgh6agLIYQQQghhhIyyox4TE4OnpydarRYvLy/++c9/AhAXF8fdu3fr7ThpaWl8//339bY/Y3Xw4EF+/vln5fHHH3/M0aNHARg+fDg5OTkVttm6dSvJycnV7jcpKYnr168rjxcvXlzuOEIIIYQQou6Mbox6RkYGhw8fZteuXZiZmZGTk0NxcTEAGzduZMKECVhaWlbYTq/Xl5s28GGkp6fTsmXLGmdEaeoOHjzIsGHD6NKlC8BDhRVNnTq1xnV27dqFk5MTdnZ2AHzwwQePVqgQQgghhFAYXUf9xo0b2NraYmZmBoBGowEMnfTs7GwCAgJo06YN8fHxFeLsLSwsiIyMJD8/H1tbWyIiImjfvj3+/v4899xznDp1Cp1Ox9KlS9FoNCQkJKBSqfjss88IDQ2lQ4cOhISEkJOTg0ajISIigo4dOxIcHIy5uTnnz5/n6tWrREREsGvXLk6ePImLiwuRkZFs376ds2fPEhISAsC2bds4d+4cixYtIjk5mdjYWExMTHB2dmb58uXk5OTw7rvvcvXqVQBCQkLo168f6enpSofXxMSETZs2YWVVfs7NuXPncu3aNQoLC5k+fTqTJ08GwNXVlenTp/PVV19hYWFBdHQ0ly5d4tChQ6SnpxMTE8Pq1auJjo5m2LBhjBkzBoDY2FjS0tIA+PDDD+ncuTOrV6+mZcuWzJgxgzNnzvDuu+9y9+5dnnnmGZYuXcqxY8c4ffo0f/7zn7GwsCAxMZGZM2eycOFCevXqxT/+8Q9WrlyJXq/H1taWDRs2lNsnGGav+eSTT9BoNLzxxhtcu3aNkpIS5s6dy7hx4xrybSaEEEIIYfSMrqM+ePBg1qxZg4eHB4MGDWLcuHH079+f6dOnExcXx4YNG5TO+/1x9sXFxfj7+xMdHY1GoyE1NZWVK1cSEREBwN27d0lISOD48eOEhISQkpLClClTynUcZ8+ejbe3Nz4+PuzYsYPw8HCio6MByM3NZePGjXz55ZfMnj2brVu34uTkhK+vL2fOnMHT05MJEyawYMEC1Go1SUlJvP/++5w9e5aYmBi2bt2KRqPh9u3bgOHqc0BAAG5ubly9epUZM2awb98+1q1bx5IlS+jXrx937tzB3Ny8QhstXbqUNm3aUFBQgK+vL6NHj8bW1pb8/HxcXFyYP38+y5YtY9u2bcydO5fhw4eX65g/yMrKih07dpCcnMzSpUv529/+Vm75woULCQ0NpX///nz88cf89a9/ZfHixWzevFnpmN8vJyeH0NBQNm3axNNPP62cc1X+53/+h/bt2/P3v/8dgLy82oUOrDu9mdsFubXa5kmiVpsqQSf1yc2uD0M6Daz3/QohhBDi4RhdR71Vq1YkJSVx4sQJ0tLSmD9/Pm+99Val0w3eH2efmZnJTz/9pEwvWFJSQrt27ZR1PT09AUOwj06nIze3YscuIyOD1atXA+Dl5cXy5cuVZS+++KJyRfypp57C2dkZgC5dunDlyhW6devGwIEDOXz4MI6OjhQXF+Ps7Ex8fDxjxoxR/rho06YNAEePHi03nlun06HT6ejbty+RkZFotVpGjx5Nq1atKtQZHx/PgQMHAPjll1+4ePEitra2qNVqXnzxRQB69uzJN99881BtXhac5OnpqfxhUyYvL4+8vDz69+8PgI+PT41DZ06ePImbmxtPP/10uXOuSteuXYmKimL58uW8+OKLDxW0dD+12hS1vnbDnp40ZdHh9eXC7SzUOab49BlVr/ttaHWJgK5rtLwxR9I3ZE3GfN4PKhcT3oTqrquqzvFJPufaqPVn3Mij5eviSTqXR1Huu8HIX2ej66iDoQM+YMAABgwYQNeuXUlOTq60o35/nH1paSlOTk4kJiZWus8H4+wri7evbpuyoTgmJibKvwFUKhX37t0DYNKkSXzyySc4Ojoq9ZaWVh5tX1JSQmJiIhYWFuWenzVrFkOHDuXIkSP4+fmxfv16nn32WWV5WloaR48eJTExEUtLS/z9/SksLARArVYrNatUKvT6+r/K+jBKS0srbV9TU1NKSkqUx2V1Ozg4kJSUxJEjR/jwww8ZPHgwr7/++kMfz995CiUllbdzc9AQsdAfff8JxcX6JhU3Xdd2qGu0vLFG0jd0TLixnveDKsSEN5G6H0Vl5yix8QZ1aYfGjJZvDPJeMKjw3dCIr7NKZULbtlY1r3j/Ng1US52dP3+eCxcuKI/PnDlDx44dAcPV9rLo+Qc5ODiQk5OjBPIUFxdz9uxZZXlqaioAJ06cwNraGmtr6wr7c3V1Ze/evQDs2bOHfv361ap2FxcXrl27RkpKinKVetCgQezfv59bt24BKMNAhgwZwqZNm8qdJ8ClS5dwdnZm1qxZ9OzZk8zMzHLHyMvLw8bGBktLS86dO8fJkydrrKu6dgPYt28fYGgjV1fXcsusra1p3bo1J06cAGD37t24u7tXu19XV1eOHz/O5cuXy51zp06d+Pe//w3Av/71LyUp9fr161haWuLl5cWMGTOUdYQQQgghmjOju6Ken59PeHg4ubm5mJqa0rlzZ8LCwgDw8/Nj5syZtGvXjvj4+HLbmZmZsWrVKsLDw8nLy0Ov1xMQEICTkxMANjY2TJkyRbmZFAzDWebNm8eXX35JaGgo77zzDiEhIcTGxio3k9bW2LFjOXPmDDY2NgA4OTkxe/Zs/P39UalUdO/encjISBYvXkxYWBharRa9Xo+bmxthYWFs2LCBtLQ0VCoVXbp04YUXXii3/xdeeIGEhAS0Wi0ODg706dOnxprGjRtHaGgo8fHxrFq1qsLyoqIiJk2aRElJCStWrKiwPCoqSrmZ9Omnn1baxcfHh3fffVe5mbSMRqMhLCyMP/3pT5SUlNC2bVvWr1+Ph4cHu3fvxsvLi169evH73/8egJ9++olly5ahUqlo0aIF77333sM2txBCCCHEE8uktKqxGU8Qf3//Sm96bAivvvoqgYGBDBo0qMGPJQx+/VUnQ18aYOhLVt5V7K071ut+G1Jdb6rN0l3F3qojb/SdXavtPvr+E4Bab9fQGvrnbWM97wc92A5Npe5HUdk5ynAHg7q0Q9RmQ87K2y8/GVM4y3vB4MF2aMzX+YkY+tJU5ebm4uHhgbm5uXTShWhC7K064mZX8y9TQgghRGOrcehLt27d6Nq1K6WlpZiamhIaGlqngKCtW7diaWmJt7c3wcHBynSBjXG1+8FhMrWRlJTE6dOnWbJkSbXrtW7dms8//7zOx6mLB+clr081vS65ubns2bOHl19+GTCMM//ggw8qHVojmiZ769pfZX6c5GqREEKIJ02NHXULCwt2794NGOa7XrFiRbmbIB/WwyRdNmV1SUZ93B6l5tzcXLZu3ap01O3s7KSTLoQQQghRj2o19EWn09G6dWsA7ty5Q0BAAD4+Pmi1Wg4ePKisl5ycjFarVQKAwHD1NzY2ttr93z/jyP79+wkODgYMs5KMHz+eCRMmKB3D+6WlpfHyyy/z2muvMW7cOJYsWUJJSQl6vZ7g4GDGjx+PVqslLi6OS5cu4ePjo2x74cIFZSrFH374gSlTpjBhwgR8fX3R6XQAZGdnM2PGDEaPHs2yZcvK1fvxxx8zadIkMjIyOHbsGN7e3mi1WhYtWkRRUREAf/nLXxg3bhxarZaoqCgADh06xKRJk/D29iYwMJCbN28q7bpo0SK0Wi1arVa5Sv+Pf/wDHx8fJkyYQEBAgFLDzz//jL+/PyNGjGDjxo3K83PnzmXixIl4enqWu9HzYWsus337duXmWzAkrkZERPDhhx9y6dIlvLy8iIqKIisrS5npRq/XExUVpZxD2S8aw4cPJycnB4BTp07h7+8PQHp6Ol5eXnh5eeHt7a20uxBCCCFEc1bjFfWCggK8vLwoLCzkxo0bbNiwATDMYb5mzRqsrKzIyclh8uTJjBgxgp9//rnSJM5HER0dTWxsLHZ2dpUGFYGhk52amkrHjh354x//yBdffIG9vT3Xr18nJSUFMFwFbt26NVZWVpw5c4Zu3bqRlJSEj48PRUVFzJ8/n5UrV9K7d290Op0yx/mZM2dITk7GzMxMGa7ToUOHcsmohYWFjB49mri4OBwcHFi4cCFbtmzB29ubAwcOsH//fkxMTJT6+/Xrx7Zt2zAxMWH79u2sXbuW4OBgoqOjsbKyYs+ePQD89ttv1SZ9ZmZmsnHjRnQ6HWPHjmXq1Kmo1epq00trqjkwMFDZf1WJq61ateLs2bPKry1lUy0CJCYmkpWVxa5du2jRokWN74GHSWOtdntJJq33ZNKyGyyFEEII8fjUauhLRkYGb7/9NikpKZSWlrJixQqOHz+OSqXi+vXr3Lx5k2+//bbSJM5H4erqSnBwMGPHjmXUqMqTEnv37q0kYXp6evLdd98xaNAgLl++zH//938zdOhQhgwZAhiCiXbu3MmiRYtITU1l+/btZGZm0q5dO3r37g2AldV/7sodNGgQ1taGxKpnn32WK1eu0KFDhwrJqPb29jg4OACGqQs3b97MtGnTMDc3Z/HixQwbNoxhw4YBcO3aNebPn8+NGzcoKirC3t4egGPHjpWbItHGxoZDhw5VmfQ5dOhQzMzM0Gg0aDQafv31V373u99VmV76MDXf31Fv2bJlpYmr93fMH3Ts2DGmTJlCixYtKtRbmYdJY62OJJPWfzKpg+3TDOnsbrRJbVVpzHqNOelSkkkNJJmUSh83V5JM+mSdy6N4YpNJXV1duXXrFjk5ORw5coScnBySkpJQq9UMHz6cwsLCKpM4a6sstRIgLCyMf/7znxw+fBhvb2+Sk5OxtbUtt35lyaM2Njbs3r2br7/+mi1btrBv3z4iIiLw8PBgzZo1DBw4kB49emBra8v169erTCu9P4nU1NRUSfx8MBm1Mi1atGDHjh0cO3aMvXv3smnTJjZu3Eh4eDiBgYGMGDGCtLQ0/vrXvyr7ebCOqpI+K6vt3r171aaXPkzND6oscbU61SWTlh3z/te3pjTWmkgyacPdRNmUbs5s7JtJjTXpUpJJDSSZ1EBusjaQZFJ5L5Rpasmkteqonzt3Dr1eT5s2bcjLy6Nt27ao1Wq+/fZbrly5AhiuPr/++usEBgZia2vL7du3H/qq+lNPPcW5c+dwcHDg4MGDypXVS5cu4eLigouLC1999RXXrl2r0FH/4YcfuHz5Mp06dWLfvn34+fmRk5ODmZkZHh4ePPPMM8qYd3Nzc4YMGcJ7773HBx98AICjoyPZ2dn88MMPFYa+PAxHR0euXLnCxYsX6dy5cxkr/AAAIABJREFUs5LgeefOHQoKChg6dCguLi6MHj0aMCSM2tnZAYYx/WUGDx7Mpk2bWLx4MWAY+uLq6kpYWBiXL19Whr5U16YPm15aVc0PKktc/fe//81nn30GVJ92OnjwYBISEujfv78y9KVNmzZ06tSJ06dPM3ToUL744gtl/bI0VmdnZ06ePElmZmatOupCiMaVlXdVmbPbWD04JEyGcwkhmqKHHqMOhiulUVFRmJqaotVqmTNnDhMnTqRbt244OjoCVSdxPoy33nqLV199lQ4dOuDk5ER+fj4Ay5Yt4+LFi5SWljJw4ECee+65Ctv26dOHDz/8kJ9++gk3NzdGjRrFTz/9xKJFiygpKQHgzTffVNbXarV88cUXynAYMzMzVq5cSXh4OAUFBVhYWLB+/fqHqhsMnf+IiAiCgoLQ6/X07NmTqVOncvv2bebOnatcQV60aBEAr7/+OkFBQdjZ2eHi4qIMJZkzZw5hYWGMHz8elUrF66+/zujRoytN+qzKw6aXVlVzZR5MXLW1taVv376MHz+e559/vtxNvpMmTeLChQtMmDCBFi1a4Ofnx7Rp03j99ddZvHgxf/vb33BxcVHWrymNVQghHlVzmS//3HF7os58rzxWm5kqVwybs7q0w6VsHc+0r93VTyHq2xORTJqWlsa6dev429/+9tDbxMbGkpeXxxtvvNGAlT05jDlxVZJJ5edMaPx2MNakS0kmNWiOn4uPvv+Ec8fty/1yIB11g7q2w4Aedgzr06kBKmp8zfEzUZmmlkxaq6EvT4rXXnuNS5cuKTPYiKrl5uYyadIknJ2djbKTLoQQ4j+edc/ijb7jlcfSOTOQdhBN1RPRUR8wYAADBgx46PXXrFnTgNU8WR5H4qoQQgghhKhl4FFjiYmJwdPTE61Wi5eXF//85z8BiIuL4+7du/V2nLS0NL7//vuaV2ziDh48yM8//6w8/vjjjzl69Gid9jVz5sxK57J/mEArIYQQQgjx8IzuinpGRgaHDx9m165dmJmZkZOTQ3FxMQAbN25kwoQJWFpaVthOr9cr0w4+rPT0dFq2bEnfvg0/LulxOnjwIMOGDaNLly4ABAUF1Xlfn376aX2VJYQQQgghqmF0HfUbN25ga2urzA9eFpy0ceNGsrOzCQgIoE2bNsTHx+Pq6kpgYCBff/01b7/9NhYWFkRGRpKfn4+trS0RERG0b98ef39/nnvuOU6dOoVOp2Pp0qVoNBoSEhJQqVR89tlnhIaG0qFDB0JCQsjJyUGj0RAREUHHjh0JDg7G3Nyc8+fPc/XqVSIiIti1axcnT57ExcWFyMhItm/fztmzZwkJCQFg27ZtnDt3jkWLFpGcnExsbCwmJiY4OzuzfPlycnJyePfdd7l69SoAISEh9OvXj/T0dGXKSBMTEzZt2lQufAlg7ty5XLt2jcLCQqZPn87kyZMBwzz306dP56uvvsLCwoLo6GguXbrEoUOHSE9PJyYmhtWrVxMdHc2wYcMYM2YMx44dIyoqSpn15f3336ewsBBfX19iYmJwdHTkzTffZODAgfj5+TF8+HB27NiBRqMhJiaG5ORkOnTogEajoUePHsq5JyYmUlxcTOfOnVm2bBmWlpYEBwdjZWXF6dOnuXHjBgsWLGDMmDFkZ2czf/58dDoder2e9957Dzc3t4Z/swkhhBBCGDGj66gPHjyYNWvW4OHhwaBBgxg3bhz9+/dn+vTpxMXFsWHDBqXznp+fj5OTE0FBQRQXF+Pv7090dDQajYbU1FRWrlxJREQEAHfv3iUhIYHjx48TEhJCSkoKU6ZMoWXLlsyYMQOA2bNn4+3tjY+PDzt27CA8PJzo6GjAcFPlxo0b+fLLL5k9ezZbt27FyckJX19fzpw5g6enJxMmTGDBggWo1WqSkpJ4//33OXv2LDExMWzduhWNRsPt27cB+OCDDwgICMDNzY2rV68yY8YM9u3bx7p161iyZAn9+vXjzp07mJubV2ijpUuX0qZNGwoKCvD19WX06NHY2tqSn5+Pi4sL8+fPZ9myZWzbto25c+cyfPhwpWN+v8LCQoKDg4mLi8PBwYGFCxeyZcsWAgMDWbJkCYsWLWL69On89ttv+Pn5ldv29OnTpKamkpycjF6vx8fHR+mojxo1Sll/5cqV7NixA39/fwCys7PZsmUL58+fZ86cOYwZM4aUlBSGDBnCnDlz0Ov1tR7etO70Zm4XVByO01w8OF90c9XY7SDzcgshhGhoRtdRb9WqFUlJSZw4cYK0tDTmz5/PW2+9VWkipqmpKR4eHgBkZmby008/8corrwBQUlJCu3btlHU9PT0BcHd3R6fTVTrOOiMjg9WrVwPg5eXF8uXLlWUvvviickX8qaeewtnZGYAuXbpw5coVunXrxsCBAzl8+DCOjo4UFxfj7OxMfHw8Y8aMUf64KAsqOnr0aLlx4zqdDp1OR9++fYmMjESr1TJ69Ggl9Ol+8fHxHDhwAIBffvmFixcvYmtri1qt5sUXXwSgZ8+efPPNN9W2dWZmJvb29jg4OADg4+PD5s2bCQwMZPDgwezfv5+wsDB2795dYdsTJ04wcuRIZRjS8OHDlWVnz57lo48+Ii8vjzt37ihz1QOMHDlSmS/95s2bAPTq1YuQkBDu3bvHyJEj6datW7V1P0itNkWtr92wpydNWXR4c9eY7eBg+zRDOrsbZex0Q9ZUVUy9MWoKNdanql6b5tYOVZF2kDYoc387qM2M+zvN6DrqYOiAl83k0rVrV5KTkyvtqJubmyvj0ktLS3FyciIxMbHSfT4YaV9ZxH1125QNxTExMVH+DaBSqbh37x5gCPr55JNPcHR0VOqtapr6kpISEhMTK6Sfzpo1i6FDh3LkyBH8/PxYv359uZTOtLQ0jh49SmJiIpaWlvj7+ythSmq1WqlZpVKh11d/dbG6KfRLSko4d+4c5ubm3L59m9/97ncV1qmqDYODg4mOjua5554jKSmJ9PR0Zdn9bVfG3d2dTZs2ceTIERYuXMiMGTPw9vautvb7+TtPkXnUZdqxx9YOxtb2Dd0OlcXUG6Pm+Lmo7LVpju1QGWkHaYMyD7ZD2fz6jdE2dZlH3ehmfTl//jwXLlxQHp85c4aOHQ0/L1cXW+/g4EBOTg4ZGRkAFBcXc/bsWWV5amoqYLgSbG1tjbW1dYX9ubq6snfvXgD27NlDv379alW7i4sL165dIyUlhfHjDfPYDho0iP3793Pr1i0AZejLkCFD2LRpU7nzBLh06RLOzs7MmjWLnj17kpmZWe4YeXl52NjYYGlpyblz5zh58mSNdVXVbo6Ojly5coWLFy8CsHv3btzd3QHDDDvPPvssK1asICQkRLmht4y7uzsHDhygoKAAnU7HV199pSy7c+cO7dq1o7i4mD179tRY35UrV2jbti1+fn689NJL/Otf/6pxGyGEEEKIJ53RXVHPz88nPDyc3NxcTE1N6dy5M2FhYQD4+fkxc+ZM2rVrR3x8fLntzMzMWLVqFeHh4eTl5aHX6wkICMDJyQkAGxsbpkyZotxMCobhLPPmzePLL78kNDSUd955h5CQEGJjY5WbSWtr7NixnDlzBhsbGwCcnJyYPXs2/v7+qFQqunfvTmRkJIsXLyYsLAytVoter8fNzY2wsDA2bNhAWlqaMjzkhRdeKLf/F154gYSEBLRaLQ4ODvTpU3Mk9rhx4wgNDSU+Pp5Vq1Ypz5ubmxMREUFQUJByM+nUqVPJzMxk+/btbN++HSsrK9zd3YmJiWHevHnKtj169GDcuHF4eXnRqVOncn/UBAUFMWnSJDp16kTXrl2r/OOqTHp6OrGxsbRo0YKWLVsSFRX1UG0thBBCCPEkMymtbvzDE8Lf35+FCxfSq1evBj/Wq6++SmBgoKR4NqJff9XJ0Bf5OVPa4f80dDt89P0nALzRd3aDHaM+NMf3Q2WvTXNsh8pIO0gblHmwHaI2G/J03n654afqfiKGvjRVubm5eHh4YG5uLp10IYQQQgjxyIxu6EtDeHCYTENo3bo1n3/+eYMfRwghhBBCNA9yRV00ioKCAqZNm8bp06eZPHkynp6eaLVa5SZfgPnz55e7kVgIIYQQojmTjrpoFDt37mTUqFG0atWKqKgo9u7dy9q1a1m6dKkyp/3UqVNZu3btY65UCCGEEMI4SEddNIo9e/YwYsQIHBwc+P3vfw+AnZ0dGo2GnJwcANzc3Dh69KgyL70QQgghRHPWLMaoi8erqKiIy5cvY29vX+75H374geLiYp555hnAENLUuXNnfvzxR3r27PnQ+193ejO3CyomzTYXarWpEnTSnL3YZSAurWuerlQIIYRoKqSjLhrcrVu3sLYuH82bnZ3NggULiIqKQqX6zw87Go2G7OzsWu1frTZFrW+86HhjVBYd3lxduJ3F1xePM3L484+7FKPQkFHYVcXUG6OmUGN9quq1aW7tUBVpB2mDMve3g9rMuL/TpKMuGpyFhQVFRUXKY51Ox6uvvsobb7xRIbCpqKgICwuLWu3f33mKzKPezOfGLZs/urm3AzT8+6GymHpj1Bw/F5W9Ns2xHSoj7SBtUObBdiguarzvtLrMoy4dddHgbGxs0Ov1FBYWYmJiwmuvvYaXlxdjx46tsO6FCxfo0qXLY6hSCCGEEMK4SEddNIrBgwfz3XffcePGDU6cOMHt27fZtWsXAJGRkXTr1o2bN29ibm5O+/btH3O1QgghhBCPn3TURaOYNm0a69evZ/ny5Xh5eVW6TkpKCpMnT27kysST4sLtLGUITGXc7PowpNPARqxICCGEeDQyPaNoFN27d2fAgAHo9VXPTmJtbY2Pj08jViWaiyzdVU5cP/m4yxBCCCFqRa6oPyAmJoaUlBRUKhUqlYqwsDBcXFyIi4tj8uTJWFpa1stx0tLSUKvV9O3bt172Z8ymTJlCQkICvr6+1S4fMmQIb775JqtWrWrkCsWT4Pdt7Hmt18xKl1V3pV0IIYQwVtJRv09GRgaHDx9m165dmJmZkZOTQ3FxMQAbN25kwoQJlXbU9Xo9pqa1mx4vPT2dli1bNouOekJCwkMtt7Ozk066EEIIIcT/kY76fW7cuIGtrS1mZmaAYU5vMHTSs7OzCQgIoE2bNsTHx+Pq6kpgYCBff/01b7/9NhYWFkRGRpKfn4+trS0RERG0b98ef39/nnvuOU6dOoVOp2Pp0qVoNBoSEhJQqVR89tlnhIaG0qFDB0JCQsjJyUGj0RAREUHHjh25efMm7777LpcvXwbgvffeo2/fvqxfv56dO3cC4OvrS2BgIADJycnExsZiYmKCs7Mzy5cvr3Qf7du3Z/bs2aSkpAAQGxtLfn4+f/rTn9i4cSMJCQmYmprSpUsXVq5cWa6dsrKyWLhwIXfv3gUgNDSUvn378vHHH3Po0CEAcnJyGDJkCBEREbi6upKRkVHj8qysrHI1CSGEEEI0Z9JRv8/gwYNZs2YNHh4eDBo0iHHjxtG/f3+mT59OXFwcGzZsUDrv+fn5ODk5ERQURHFxMf7+/kRHR6PRaEhNTWXlypVEREQAcPfuXRISEjh+/DghISGkpKQwZcoUWrZsyYwZMwCYPXs23t7e+Pj4sGPHDsLDw4mOjiY8PBx3d3fWrFmDXq8nPz+f06dPk5SUxLZt2ygtLcXPz4/+/fujVquJiYlh69ataDQabt++DVDpPn777bcq2+Hvf/87hw4dwszMjNzciomfbdu2Zf369Zibm3PhwgXefPNNkpKSCAoKIigoiLy8PP7rv/6Ll19+udx2NS2vK0kmlWTSLN1VHGyfftxlCCGEEPVKOur3adWqFUlJSZw4cYK0tDTmz5/PW2+9xcSJEyusa2pqioeHBwCZmZn89NNPvPLKKwCUlJTQrl07ZV1PT08A3N3d0el0lXZ+MzIyWL16NQBeXl4sX74cgG+//ZZly5Ypx7S2tua7775j5MiRtGzZEoBRo0Zx4sQJTExMGDNmjPLHRJs2barcR3UddWdnZ/785z8zYsQIRo4cWWH5vXv3CAsL48cff0SlUnHhwgVlWWlpKX/+858JDAykZ8+eFbataXldSDKpJJM62D7NkM7uVSbLNaU0zfogyaQGTaHG+iTJpNWTdpA2KCPJpE2YqakpAwYMYMCAAXTt2pXk5ORKO+rm5ubKuPTS0lKcnJxITEysdJ8mJibVPn6Ybe5XWlp5CmdVz1emRYsWlJSUKI8LCwuVf//973/n+PHjHDp0iOjoaPbu3UuLFv95q8TFxfHUU0+xe/duSkpK6N27t7Js9erV2NnZ8dJLL1V63JqW14Ukk0raHFTfDk0lTbM+SDKpQXP8XEgyadWkHaQNyjS1ZFKZnvE+58+fL3d1+MyZM3Ts2BEwXG2/c+dOpds5ODiQk5NDRkYGAMXFxZw9e1ZZnpqaCsCJEyewtrbG2tq6wv5cXV3Zu3cvAHv27KFfv34ADBo0iC1btgCGm1Z1Oh3u7u4cPHiQu3fvkp+fz8GDB3Fzc2PQoEHs37+fW7duAShDXyrbR9u2bfn111+5desWRUVFHD58GDD8GvDLL78wcOBAFixYQF5eHvn5+eXONy8vj3bt2qFSqdi9e7cy5eJXX33F0aNHeeeddyptp5qWCyGEEEKI/5Ar6vfJz88nPDyc3NxcTE1N6dy5M2FhYQD4+fkxc+ZM2rVrR3x8fLntzMzMWLVqFeHh4eTl5aHX6wkICMDJyQkAGxsbpkyZotxMCvDiiy8yb948vvzyS0JDQ3nnnXcICQkhNjZWuZkUYPHixYSGhrJz505UKhXvvfcerq6uTJw4kUmTJgGGm0m7d+8OGMa6+/v7o1Kp6N69O5GRkVXu47XXXsPPzw97e3scHR0BQ0d+wYIF6HQ6SktLCQwMpHXr1uXO97/+67/405/+xP79+xkwYIAyBGfdunVkZ2crdQ0fPpygoCBlu5qWCyGEEEKI/zAprc14CVFr/v7+LFy4kF69ej3uUp5Yv/6qk6Ev8nNmte1QNo/6G31nN2ZJj0VDvx+aSls2x89FZa9Nc2yHykg7SBuUebAdojZ/D8DbLzf8dNl1GfoiV9SFEM1CVt5Vow4+crPrw5BOAx93GUIIIYyIdNQb2IPDZIQQ4kFZuqsA0lEXQghRjnTUhRDNgr11R6MdrmHMV/qFEEI8PjLri2gUBQUFTJs2jdOnTzN58mQ8PT3RarXKjDgA8+fPLzfrjhBCCCFEcyYdddEodu7cyahRo2jVqhVRUVHs3buXtWvXsnTpUiUAaurUqaxdu/YxVyqEEEIIYRxk6ItoFHv27OEvf/kL9vb2ynN2dnZoNBpycnJo3bo1bm5uBAcHc+/evXIBSzVZd3oztwsqpr02F2q1qRJ0YszkZkkhhBCidqSjLhpcUVERly9fLtdJB/jhhx8oLi7mmWeeAUClUtG5c2d+/PFHevbs+dD7V6tNUetN67XmpqYsOtxYXbidhTrHFJ8+oxr0OFVFQBt77H1919eQ52nsbXm/plBjfarqtWlu7VAVaQdpgzL3t4PazLi/06SjLhrcrVu3sLYu/wHIzs5mwYIFREVFoVL9ZwSWRqMhOzu7Vvv3d54i86gb+dy4H33/CcXF+gats7p2MPbY+/qsr6HfD8belmWawueivlX22jTHdqiMtIO0QZkH26G4qPG+0+oyj7qMURcNzsLCgqKiIuWxTqfj1Vdf5Y033qBPnz7l1i0qKsLCwqKxSxRCCCGEMDpyRV00OBsbG/R6PYWFhZiYmPDaa6/h5eXF2LFjK6x74cIFunTp8hiqFEIIIYQwLtJRF41i8ODBfPfdd9y4cYMTJ05w+/Ztdu3aBUBkZCTdunXj5s2bmJub0759+8dcrWgIDZ0MWt1NtVm6q9hbdWywYwshhBANQTrqolFMmzaN9evXs3z5cry8vCpdJyUlhcmTJzdyZaI5sLfqiJtdn5pXFEIIIYyIdNRFo+jevTsDBgxAr9djalr5DCXW1tZVduJF09fQyaByo5QQQognTY03k3br1g0vLy8mTJiAj48P33//fZ0OtHXrVpKTkwEIDg5m//79APj7+3Pq1Kk67bMxJCUlERYW9rjLqNTq1auJjY1tkH3X9Lrk5uayefNm5fH169eZN29etfv09fWtspMO8NJLL9Vq/nQhhBBCiCdZjb0iCwsLdu/eDcD//M//sGLFCjZt2lTrA02dOrX21TUh1V0pNlaPUnNubi5bt27l5ZdfBgzhRatWrarP8oQQQgghmrVaTc+o0+lo3bo1AHfu3CEgIAAfHx+0Wi0HDx5U1ktOTkar1TJhwgQWLFgAPNzVX1dXV+Xf+/fvJzg4GIB9+/Yxfvx4JkyYoHQM75eWlsbLL7/Ma6+9xrhx41iyZAklJSXo9XqCg4MZP348Wq2WuLg4Ll26hI+Pj7LthQsXmDhxImAI4JkyZQoTJkzA19cXnU4HGOb8njFjBqNHj2bZsmXl6v3444+ZNGkSGRkZHDt2DG9vb7RaLYsWLVKmJPzLX/7CuHHj0Gq1REVFAXDo0CEmTZqEt7c3gYGB3Lx5U2nXRYsWodVq0Wq1fP755wD84x//wMfHhwkTJhAQEKDU8PPPP+Pv78+IESPYuHGj8vzcuXOZOHEinp6eJCYm1rrmMtu3b2fp0qXK423bthEREcGHH37IpUuX8PLyIioqiqysLMaPHw8Y/gCIiopSziE+Ph6A4cOHk5OTA8CpU6fw9/cHID09HS8vL7y8vPD29lbaXQghhBCiOavxinpBQQFeXl4UFhZy48YNNmzYAIC5uTlr1qzBysqKnJwcJk+ezIgRI/j555+JiYlh69ataDQabt++/chFRkdHExsbi52dHbm5lUfF//DDD6SmptKxY0f++Mc/8sUXX2Bvb8/169dJSUkBDFeBW7dujZWVFWfOnKFbt24kJSXh4+NDUVER8+fPZ+XKlfTu3RudTqfM533mzBmSk5MxMzNjzJgx+Pv706FDB/Lz83FyciIoKIjCwkJGjx5NXFwcDg4OLFy4kC1btuDt7c2BAwfYv38/JiYmSv39+vVj27ZtmJiYsH37dtauXUtwcDDR0dFYWVmxZ88eAH777TdycnIIDQ1l06ZNPP300+XaNDMzk40bN6LT6Rg7dixTp05FrVazdOlS2rRpQ0FBAb6+vowePRpbW9uHqjkwMFDZv6enp/IHl1qtJikpiffff59WrVpx9uxZ5deWrKwsZZvExESysrLYtWsXLVq0qPE9sG7dOpYsWUK/fv24c+cO5ubmtXp/rDu9mdsFlb8vmoPqZjsxFjLrihBCCFF7tRr6kpGRwdtvv01KSgqlpaWsWLGC48ePo1KpuH79Ojdv3uTbb79lzJgxaDQaANq0afPIRbq6uhIcHMzYsWMZNaryCPLevXvz9NNPA4bO5XfffcegQYO4fPky//3f/83QoUMZMmQIAJMmTWLnzp0sWrSI1NRUtm/fTmZmJu3ataN3794AWFn9Jzlq0KBBSrLms88+y5UrV+jQoQOmpqZ4eHgAhg6zvb09Dg4OAPj4+LB582amTZuGubk5ixcvZtiwYQwbNgyAa9euMX/+fG7cuEFRURH29vYAHDt2jBUrVijHtrGx4dChQ7i5uSnnd3+bDh06FDMzMzQaDRqNhl9//ZXf/e53xMfHc+DAAQB++eUXLl68iK2t7UPVfH9HvWXLlgwcOJDDhw/j6OhIcXExzs7O5TrmDzp27BhTpkxRxpvX9B7o27cvkZGRaLVaRo8eTatWrapd/0FqtSlqfdMadlTfyqLDjZWD7dMM6eze4BHNxhoBXZOqot/rqiHbob5rbUhNocb6VNVr09zaoSrSDtIGZe5vB7WZcX+n1erOPVdXV27dukVOTg5HjhwhJyeHpKQk1Go1w4cPp7CwkNLS+olyLywsVP4dFhbGP//5Tw4fPoy3tzfJycnY2tqWW9/ExKTCYxsbG3bv3s3XX3/Nli1b2LdvHxEREXh4eLBmzRoGDhxIjx49sLW15fr16xX2UcbMzEz5t6mpKXq94eqlubm5Msa7qvNu0aIFO3bs4NixY+zdu5dNmzaxceNGwsPDCQwMZMSIEaSlpfHXv/5V2c+DdVT2XFW13bt3j7S0NI4ePUpiYiKWlpb4+/sr7fkwNT9o0qRJfPLJJzg6OirDhKpTVb2mpqbKMe9/fWfNmsXQoUM5cuQIfn5+rF+/nmefffahagPwd55CSUn9vO+aoqY020lD1tmU2uFBlUW/11VDt0N91tqQmvL7oa4qe22aYztURtpB2qDMg+1QXNR432kqlQlt21rVvOL929Rm5XPnzqHX62nTpg15eXm0bdsWtVrNt99+y5UrVwDD1ef9+/dz69YtgFoNfXnqqac4d+4cJSUl5ca8X7p0CRcXF4KCgrC1teXatWsVtv3hhx+4fPkyJSUl7Nu3j379+pGTk0NpaSkeHh4EBQXx73//GzB0VocMGcJ7772ndDwdHR3Jzs7mhx9+AAzj8e/du/fQtTs6OnLlyhUuXrwIwO7du3F3d+fOnTvk5eUxdOhQQkJC+PHHHwHIy8vDzs4OQJkNBwzBQPffrPvbb7/h6urK8ePHuXz5MlBzm+bl5WFjY4OlpSXnzp3j5MmTtar5QS4uLly7do2UlBRlHHqrVq24c+dOpfsdPHgwCQkJSvuV1dupUydOnz4NwBdffKGsf+nSJZydnZk1axY9e/YkMzOz2vMTQgghhGgOHnqMOhiulEZFRWFqaopWq2XOnDlMnDiRbt264ejoCPD/2bv3uKjr7PHjrxkcborAmLreMhREDX+IYshqpuYFL4Akom6AtlaatZG1KuJ646FcNLX0K9Qm3tAUM8EktdVSN7OFNC1p7ZF5VzJUdGFAYJjh9wfLrFwFZWBwzvMfmfnczud8Bjx8eH/eBxcXF2bMmEFISAhKpZKePXsSExNTq2Deeecdpk+fTrt27XBxcSE/Px+A5cuXc/nyZUpKSuhF/i6NAAAgAElEQVTfvz/du3evtG3v3r1ZuXIlv/zyC56engwfPpxffvmFefPmodfrAXj77bcN6/v6+vKPf/zDMBzG0tKS1atXs3TpUgoKCrC2tmbjxo21ihtKi//o6GjCwsLQ6XS4ubkxefJk7t69y8yZMw13kOfNmwfAG2+8QVhYGG3btsXd3d0wlOS1114jMjKSsWPHolQqeeONNxgxYgSRkZH85S9/Qa/X06pVqxpjGzRoEDt27MDX1xcnJyd696660Ut1MVdl1KhRnD17Fnt7ewAcHR3p06cPY8eO5dlnny33kO+ECRO4dOkSfn5+NGvWjKCgIIKDg3njjTeYP38+H374Ie7u7ob1N2/eTFpaGkqlEmdnZwYNGlTrvAshhBBCPK4UJfU1VqURpaWlsWHDBj788MNab5OQkEBubi5vvfWWESN7fEyfPp2pU6fi7e3d2KFUcvu2Roa+yJ8zm3Qe3vv+A4B6aQhl7DzUZ6zG1JQ/Dw+rqmtjjnmoiuRBclCmYh5it5X2B5r7Yh+jH/thhr6YZXeZ119/nStXrhhmsBHVy8nJYcKECbi6uppkkS6EEEII8bh6LAp1Ly8vvLy8ar3+unXrjBjN46Vly5aGudyFEMZzLTfTcEe0rjzb9mZgh/71HJEQQojGVqeHSYV4WAUFBQQHB5ORkcHEiRMZM2YMvr6+7Nu3z7DOrFmzuHTpUuMFKUQTdE2TyYnfq35gXAghRNP2WNxRF6bv008/Zfjw4TRv3pzY2Fieeuopfv/9d8aPH8/AgQNp2bIlkydPZv369SxdurSxwxWiwXW0a/9Q474f9i68EEII0yeFumgQe/fu5d133zU0dgJo27YtarWa7OxsWrZsiaenJ+Hh4RQXFxuaJdWGdCY1/c6k9UGGdwghhDA3UqgLoysqKuLq1avlinQonfteq9Xy5JNPAqBUKuncuTM///wzbm5utd6/dCY1/c6kj+rS3Wuosi0I6F11Z+IyptpZ7kEepdtnVdtKZ9JSTSHG+iSdSWsmeZAclHlsO5MK8TDu3LmDnV35b4CsrCxmz55NbGwsSuX/HpVQq9VkZWXVaf/SmfTxn3Lrve8/QKvV1XieTTkPj9Lts+K20pm0VFP+PDws6UxaPcmD5KDMY92ZVIiHYW1tTVFRkeG1RqNh+vTpvPXWW5WaMRUVFWFtbd3QIQohhBBCmBy5oy6Mzt7eHp1OR2FhIQqFgtdffx1/f39GjRpVad1Lly7h7OzcCFEKIYQQQpgWKdRFgxgwYAAnT57k5s2bnDhxgrt375KcnAxATEwMPXr04NatW1hZWdGmTZtGjlYIIYQQovFJoS4aRHBwMBs3bmTFihX4+/tXuU5qaioTJ05s4MhEU/GghkA1zX4jM8YIIYRoimSMumgQPXv2xMvLC52u+mkE7ezsCAgIaMCohDmQhkBCCCGaKrO8o96jRw+6detGSUkJFhYWLFiwgD59+tR5P9u3b8fGxoZx48YRHh7O4MGD8fHxISQkhDlz5tCrVy8jRG988+fP56WXXsLZ2ZkPPviAGTPq3oSlKoGBgTUuHz9+fL0cRzyeHtQQqLoZDaQhkBBCiKbKLAt1a2tr9uzZA8DXX3/NqlWr2Lp1a533M3ny5PoOzSQsW7bM8PWHH35Y50Jdp9NhYWFR7WshhBBCCPFgZlmo30+j0dCyZUsA8vLymDlzJjk5ORQXFxMWFsawYcMASElJISEhAYVCgaurKytWrGDt2rXY2toybdq0avfv4eHBqVOnADhw4ABHjhwhJiaG/fv3s27dOpRKJXZ2dmzbtq3cdmlpaaxZswYHBwcuXryIp6cnixcvRqlUsmjRIs6cOUNhYSEjR47kzTffBGDo0KGMGzeOw4cPU1xczHvvvUfXrl358ccfiYqKoqCgAGtra6KioujSpQs6nY53332XY8eOARAUFERISIjhLwJffPEFBQUF+Pv74+zszMqVK9mzZw+JiYlotVrc3d1ZtGgRFhYWeHh4MHXqVI4dO8bcuXOZM2cOL7zwAt988w3BwcHk5eWRlJSEVqulc+fOLF++HBsbG7Kzs1m0aBGZmZkARERE0Ldv3/q9yEIIIYQQTZBZFuplxWdhYSE3b95k8+bNAFhZWbFu3TpatGhBdnY2EydO5Pnnn+fXX38lPj6e7du3o1aruXv37iPHEBcXR0JCAm3btiUnJ6fKdX788Uf27dtH+/btefnll/nHP/6Bj48Ps2bNwsHBAZ1Ox9SpU/n555/p3r07AI6OjiQnJ7Nt2zY2bNjAsmXL6NKlC1u3bqVZs2YcP36c1atXs3btWpKSkrh27RrJyck0a9as0nn99a9/Zdu2bYa/Ppw/f579+/ezfft2VCoVixcvZu/evYwbN478/HxcXFwICwszbG9lZcX27duB0qZHQUFBAKxevZpdu3YREhLCsmXLmDJlCp6enmRmZjJt2jT2799fp1xuyNjG3YKqc2gOanqI8nFxTZNJxxbtGzsMIYQQokGZZaF+/9CXU6dOMXfuXFJTUykpKWHVqlV89913KJVKfv/9d27dusW//vUvfHx8UKvVADg4ODxyDB4eHoSHhzNq1CiGD6+6Lfr/+3//j06dOgEwZswYTp48iY+PD/v372fnzp0UFxdz8+ZNzp8/byjUR4wYAYCbmxsHDx4EIDc3l7lz53L58mUUCgVarRaAb7/9lkmTJtGsWbNande3335LRkaGYax5QUEBrVq1AsDCwoKRI0eWW3/06NGGr8+dO8d7771Hbm4ueXl5DBw4EIDjx4/z66+/GtbTaDRoNBpatKh95y6VygKVzryH1pS1Dn9cOTl2YmDnfg9s8VzV8qbQ8v5RYqxqW2Oea1PIZ5mmEGN9qu7amFseqiN5kByUuT8PKkvT/plmloX6/Tw8PLhz5w7Z2dkcPXqU7Oxsdu/ejUqlYujQoRQWFlJSUj/t6QsLCw1fR0ZG8sMPP3DkyBHGjRtHSkoKjo6O5dZXKBSVXl+9epUNGzawa9cu7O3tCQ8PL7dflUoFgFKpNMyw8v777+Pl5cW6deu4du0aoaGhAJSUlFQ6Rk1KSkoICAjgnXfeqbTMysqq0jh0Gxsbw9fh4eHExcXRvXt3du/eTXp6OgB6vZ6kpKRH6kYa4joJvb5+rlFTZE5toWs6z+ry0BRa3j9KjBW3NfbnoSnkE8zr+6JMVdfGHPNQFcmD5KBMxTxoixruZ5pSqaBVq9rfiASZnpHz58+j0+lwcHAgNzeXVq1aoVKp+Ne//sX169cB8Pb25sCBA9y5cwegTkNfnnjiCc6fP49er+fQoUOG969cuYK7uzthYWE4Ojpy48aNStv++OOPXL16Fb1ez/79++nbty95eXnY2NhgZ2fHrVu3+Oc///nAGHJzc2nbti2AockQlDYh2rFjB8XFxdWeV7NmzQx34L29vfniiy+4ffu2Yf2yHD1IXl4erVu3RqvVsnfvXsP7AwcOLPcg79mzZ2u1PyGEEEKIx51Z3lEvG6MOpXeJY2NjsbCwwNfXl9dee40XXniBHj160KVLFwBcXFyYMWMGISEhKJVKevbsSUxMTK2O9c477zB9+nTatWuHi4sL+fn5ACxfvpzLly9TUlJC//79DUNX7te7d29WrlzJL7/8gqenJ8OHDzccf8yYMXTq1KlW00q+/PLLhIeHs3HjRvr3/1/TlwkTJnDp0iX8/Pxo1qwZQUFBBAcHl9s2KCgIPz8/evbsycqVK3nrrbf485//jF6vR6VSsXDhQjp06PDAGMLCwpgwYQIdOnSgW7du5OXlAaVTQUZGRuLr64tOp8PT05PIyMgH7k8IIYQQ4nGnKKmvcR2iXqWlpbFhwwY+/PDDxg7F5N2+rZGhL/LnzAfOo17THOyN7VFirLitsT8PTSGfYJ7fF1VdG3PMQ1UkD5KDMhXzELvtewDmvlj3fjp1JUNfhBBCCCGEeEyY5dCXpsDLywsvL6/GDkMIIYQQQjQSs7qj3qNHD/z9/fHz8yMgIIDvv//+ofazfft2UlJSgNLZTA4cOABASEgIZ86cqbd4a+P+49/v7NmzHD16tEFjEUIIIYQQ9ces7qjfP3/6119/zapVq8rNOFJbkydPru/Q6t3Zs2fJyMjgueeeq/U2xcXFhjnVAXQ6XaUpF4Voiq7lZhrG75oiaegkhBCiKmZ1R/1+Go2Gli1bAqVTB06ZMoWAgAB8fX3LTaOYkpKCr68vfn5+zJ49G4C1a9eSkJBQ4/49PDwMXx84cIDw8HAA9u/fz9ixY/Hz8+PFF1+stF1WVhYvvvgi/v7+jB07lhMnTtS4PyhtGvSnP/2JkSNHcvjwYYqKilizZg379u3D39+fffv2kZ+fz7x58xg/fjzjxo0znOPu3bt58803mTFjBn/+859JS0sjJCSEd955B19fXwBmzpzJCy+8wJgxY0hKSip3jqtXr8bPz4+goCBu3boFQHZ2Nn/5y18YP34848eP5+TJk1XmbezYsVy7do38/HxeffVV/Pz8GDt2LPv27asxt0I8bjq2aI9n296NHYYQQggTY1Z31MumZSwsLOTmzZts3rwZKG3Ws27dOlq0aEF2djYTJ07k+eef59dffyU+Pp7t27ejVqvrNH96deLi4khISKBt27bk5FRue5+amsrAgQN57bXX0Ol03Lt374H7vH79Olu3buXKlSuEhoZy8OBB3nzzTTIyMli4cCEAq1aton///kRHR5OTk8OECRP44x//CMDp06f57LPPcHBwIC0tjTNnzrB3715DV9SoqCgcHBwoKCggMDCQESNG4OjoSH5+Pu7u7syaNYvly5ezc+dOZs6cybJly5gyZQqenp5kZmYybdo09u/fX238X3/9NW3atOHvf/87UDrve11syNjG3YLKuTQXKpWFodGJMXm27c3ADv0fvKIJ6mjX3uRnKRFCCCEqMqtC/f6hL6dOnWLu3LmkpqZSUlLCqlWr+O6771Aqlfz+++/cunWLf/3rX/j4+KBWqwFwcHB45Bg8PDwIDw9n1KhRDB8+vNLyXr16ERERQXFxMcOGDaNHjx4P3OeoUaNQKpU89dRTdOrUiQsXLlRa59ixY3z11Vds2LABKO2S+ttvvwGljY/uP7devXoZinSAxMREDh48CMBvv/3G5cuXcXR0RKVSMWTIEADc3Nz45ptvgNI7/L/++qthe41Gg0ajqTb+bt26ERsby4oVKxgyZAienp4PPOf7qVQWqHTmPUSnrHW4sVy6ew1VtgUBvSt/Zk1JVS2gm1LL+4dR1fkZ81ybUj6bQoz1qbprY255qI7kQXJQ5v48qCxN+2eaWRXq9/Pw8ODOnTtkZ2dz9OhRsrOz2b17NyqViqFDh1JYWEh9TTFfWFho+DoyMpIffviBI0eOMG7cOFJSUnB0dDQs79evH1u3buXo0aPMmTOHadOmMW7cuGr3B6BQKGp8XWbNmjWGJk5lfvjhB2xsbMq9Z2tra/g6LS2N48ePk5SUhI2NDSEhIYbjq1Qqw7GUSiU6XeldXb1eT1JSEtbW1uX2a2FhgV6vr3QeTk5O7N69m6NHj7Jy5UoGDBjAG2+8UeU5VCXEdZLMo27kuXHf+/4DtFqdSc/BW10emkrL+4dV8fyM/XloKvk0xzmjq7o25piHqkgeJAdlKuZBW9RwP9NkHvU6OH/+PDqdDgcHB3Jzc2nVqhUqlYp//etfXL9+HQBvb28OHDjAnTt3AOo09OWJJ57g/Pnz6PX6cmPer1y5gru7O2FhYTg6OnLjxo1y212/fp1WrVoRFBTE+PHj+emnn2rcH5SOWdfr9Vy5coWrV6/i5ORE8+bNDd0/AQYOHMjWrVsNv3z8+9//rtV55ObmYm9vj42NDefPn+f06dMP3KbsWGXOnj0LQIcOHQzH/emnn7h27RoAv//+OzY2Nvj7+zNt2rRaxyaEEEII8TgzqzvqZWPUAUpKSoiNjcXCwgJfX19ee+01XnjhBXr06GG46+zi4sKMGTMICQlBqVTSs2dPYmJianWsd955h+nTp9OuXTtcXFzIz88HYPny5Vy+fJmSkhL69+9P9+7dy22Xnp5OQkICzZo1w9bWltjY2Br3B6V3pIODg7l9+zZLlizBysoKLy8v/v73v+Pv78/06dOZOXMmUVFR+Pn5UVJSQocOHWrV9XTQoEHs2LEDX19fnJyc6N37wQ+8zZ8/n8jISHx9fdHpdHh6ehIZGcnIkSPZs2cP/v7+9OrVi6eeegqAX375heXLl6NUKmnWrBmLFy+uVY6FEEIIIR5nipL6Gt8hRCO5fVsjQ18aYOjLtdxMOtrVzxSCxngwtbo8NJWW9w+r4vkZ+/PQVPJpjn/mr+ramGMeqiJ5kByUqZiH2G2lPXXmvtjH6MeWoS9CCJN3TZPJid8fPIRKCCGEMHdmNfRFCPHw6muKQ1NuPCSEEEKYEpO8ox4fH8+YMWPw9fXF39+fH374AYBNmzbVal7x2kpLS+P777+vt/2ZqkOHDpWbLvH999/n+PHjD7WvV155pcr532vTBEoIIYQQQtSeyd1RP3XqFEeOHCE5ORlLS0uys7PRarUAbNmyBT8/v0rTCcLDtbtPT0/H1taWPn2MPy6pMR06dIjBgwfj7OwMQFhY2EPv66OPPqqvsIQQQgghRA1MrlC/efMmjo6OWFpaAhiaDW3ZsoWsrCymTJmCg4MDiYmJeHh4MHXqVI4dO8bcuXOxtrYmJiaG/Px8HB0diY6Opk2bNoSEhNC9e3fOnDmDRqMhKioKtVrNjh07UCqVfPbZZyxYsIB27doRERFBdnY2arWa6Oho2rdvT3h4OFZWVly4cIHMzEyio6NJTk7m9OnTuLu7ExMTwyeffMK5c+eIiIgAYOfOnZw/f5558+aRkpJCQkICCoUCV1dXVqxYQXZ2NosWLSIzMxOAiIgI+vbtS3p6OsuWLQNK50PfunUrLVqUf/Bg5syZ3Lhxg8LCQkJDQ5k4cSJQOjd8aGgohw8fxtramri4OK5cucJXX31Feno68fHxrF27lri4OAYPHoyPjw/ffvstsbGx6HQ63NzcWLJkCYWFhQQGBhIfH0+XLl14++236d+/P0FBQQwdOpRdu3ahVquJj48nJSWFdu3aoVarefrppw3nnpSUhFarpXPnzixfvhwbGxvCw8Np0aIFGRkZ3Lx5k9mzZ+Pj40NWVhazZs1Co9Gg0+lYvHhxnZoeSWdS43cmvabJpGOL+nmQVAghhBC1Y3KF+oABA1i3bh0jR47E29ub0aNH88wzzxAaGsqmTZvYvHmzoXjPz8/HxcWFsLAwtFotISEhxMXFoVar2bdvH6tXryY6OhqAe/fusWPHDr777jsiIiJITU1l0qRJ2NraMm3aNABmzJjBuHHjCAgIYNeuXSxdupS4uDgAcnJy2LJlC19++SUzZsxg+/btuLi4EBgYyNmzZxkzZgx+fn7Mnj0blUrF7t27WbJkCefOnSM+Pp7t27ejVqsNc7EvW7aMKVOm4OnpSWZmJtOmTWP//v1s2LCBhQsX0rdvX/Ly8rCysqqUo6ioKBwcHCgoKCAwMJARI0bg6OhIfn4+7u7uzJo1i+XLl7Nz505mzpzJ0KFDDYX5/QoLCwkPD2fTpk04OTkxZ84cPv74Y6ZOncrChQuZN28eoaGh/Oc//yEoKKjcthkZGezbt4+UlBR0Oh0BAQGGQn348OGG9VevXs2uXbsICQkBICsri48//pgLFy7w2muv4ePjQ2pqKgMHDuS1115Dp9PVeXiTdCY1fmdSJ8dODOzcr146txmzs6V0JqXS1w1xPFPVFGKsT9KZtGaSB8lBGelM+giaN2/O7t27OXHiBGlpacyaNYt33nmHF154odK6FhYWjBw5EoCLFy/yyy+/8NJLLwGl3TFbt25tWHfMmDFAaedPjUZT5TjrU6dOsXbtWgD8/f1ZsWKFYdmQIUMMd8SfeOIJXF1dAXB2dub69ev06NGD/v37c+TIEbp06YJWq8XV1ZXExER8fHwMv1w4ODgAcPz48XLjxjUaDRqNhj59+hATE4Ovry8jRoygefPmleJMTEzk4MGDAPz2229cvnwZR0dHVCoVQ4YMAcDNzY1vvvmmxlxfvHiRjh074uTkBEBAQADbtm1j6tSpDBgwgAMHDhAZGcmePXsqbXvixAmGDRtmGIY0dOhQw7Jz587x3nvvkZubS15eHgMHDjQsGzZsGEqlEmdnZ27dugVAr169iIiIoLi4mGHDhtGjR48a465IOpM23JRb9XEcY3W2lM6k0pn0fuY4FZ10Jq2e5EFyUKapdSY1uUIdSgtwLy8vvLy86NatGykpKVUW6lZWVoZx6SUlJbi4uJCUlFTlPsta3Vf3+kHblA3FUSgUhq8BlEolxcXFAEyYMIEPPviALl26GOKtbpp6vV5PUlIS1tbW5d5/9dVXee655zh69ChBQUFs3LiRrl27GpanpaVx/PhxkpKSsLGxISQkhMLCQgBUKpUhZqVSiU5X83CImqbQ1+v1nD9/HisrK+7evcsf/vCHSutUl8Pw8HDi4uLo3r07u3fvJj093bDs/tyV6devH1u3buXo0aPMmTOHadOmMW7cuBpjF03btdzMep/9pbohQDJsRwghRFNlcrO+XLhwgUuXLhlenz17lvbtS/+Tbd68OXl5eVVu5+TkRHZ2NqdOnQJAq9Vy7tw5w/J9+/YBpXeC7ezssLOzq7Q/Dw8PPv/8cwD27t1L37596xS7u7s7N27cIDU1lbFjxwLg7e3NgQMHuHPnDoBh6MvAgQPZunVrufMEuHLlCq6urrz66qu4ublx8eLFcsfIzc3F3t4eGxsbzp8/z+nTD56Purq8denShevXr3P58mUA9uzZQ79+/YDSGXa6du3KqlWriIiIMDzQW6Zfv34cPHiQgoICNBoNhw8fNizLy8ujdevWaLVa9u7d+8D4rl+/TqtWrQgKCmL8+PH89NNPD9xGiNrq2KI9nm0f3FFXCCGEMDUmd0c9Pz+fpUuXkpOTg4WFBZ07dyYyMhKAoKAgXnnlFVq3bk1iYmK57SwtLVmzZg1Lly4lNzcXnU7HlClTcHFxAcDe3p5JkyYZHiaF0uEsb775Jl9++SULFizgb3/7GxERESQkJBgeJq2rUaNGcfbsWezt7QFwcXFhxowZhISEoFQq6dmzJzExMcyfP5/IyEh8fX3R6XR4enoSGRnJ5s2bSUtLMwwPGTRoULn9Dxo0iB07duDr64uTkxO9ez+4ABk9ejQLFiwgMTGRNWvWGN63srIiOjqasLAww8OkkydP5uLFi3zyySd88skntGjRgn79+hEfH8+bb75p2Pbpp59m9OjR+Pv706FDh3K/1ISFhTFhwgQ6dOhAt27dqv3lqkx6ejoJCQk0a9YMW1tbYmNja5Vr0XTV15zs95M/6wohhHjcKEpqGv/wmAgJCWHOnDn06tXL6MeaPn06U6dOxdvb2+jHEqVu39bIGPUmVKAaqwV9U8tDfamYT2PnwVjXr76Z4+ehqmtjjnmoiuRBclCmYh5it5X205n7ovGn6n6YMeomN/SlqcrJyWHkyJFYWVlJkS6EEEIIIR6ZyQ19MYaKw2SMoWXLlnzxxRdGP44QQgghhDAPckddNIiCggKCg4PJyMhg4sSJjBkzBl9fX8NDvgCzZs0q9yCxEEIIIYQ5k0JdNIhPP/2U4cOH07x5c2JjY/n8889Zv349UVFRhjntJ0+ezPr16xs5UiGEEEII02AWQ19E49u7dy/vvvsuHTt2NLzXtm1b1Go12dnZtGzZEk9PT8LDwykuLqZZs9p/NDdkbONuQeUGVuaiuvnDTZXMay6EEELUjhTqwuiKioq4evVquSId4Mcff0Sr1fLkk08CpU2aOnfuzM8//4ybm1ut969SWaDSWdRrzE1NWevwpsDJsRMDO/czSrtmU20BbUxVtY03Zh6qa1NvippCjPWpumtjbnmojuRBclDm/jyoLE37Z5oU6sLo7ty5g51d+W+ArKwsZs+eTWxsLErl/0ZgqdVqsrKy6rT/ENdJMj1jE5xyq75jbqp5eFQV28YbOw9Vtak3Reb4eajq2phjHqoieZAclKmYB21Rw/1Mk+kZhUmytramqKjI8Fqj0TB9+nTeeuutSg2bioqKsLa2bugQhRBCCCFMjtxRF0Znb2+PTqejsLAQhULB66+/jr+/P6NGjaq07qVLl3B2dm6EKIUQQgghTIsU6qJBDBgwgJMnT3Lz5k1OnDjB3bt3SU5OBiAmJoYePXpw69YtrKysaNOmTSNHK4QQQgjR+KRQFw0iODiYjRs3smLFCvz9/atcJzU1lYkTJzZwZEIIIYQQpknGqIsG0bNnT7y8vNDpqp9G0M7OjoCAgAaMSgghhBDCdEmhLhpEQUEBKSkpnD17ttrOpMeOHePatWuNGKUQQgghhOmQQl00COlMKoQQQghRN1Koiwaxd+9enn/+eZycnHjqqaeA8p1JATw9PTl+/DjFxcWNGKkQQgghhGmQh0mF0Rm7M+mGjG3cLcip15ibEpXKAnd1LwZ26N/YoQghhBCiHkmhLozO2J1JVSoLVDqLeom1Kbp0t3Rcf0Dv4Y0cSeMz1RbQxlRV23hj5qG6NvWmqCnEWJ+quzbmlofqSB4kB2Xuz4PK0rR/pkmhLozO2J1JQ1wnodeX1EusTdG6Mx+h1erMvjW0ubbHrtg23th5qKpNvSkyx89DVdfGHPNQFcmD5KBMxTxoixruZ5pSqaBVqxZ12kYKdWF00plUCCGEEKLupFAXDUI6kwohhBBC1I0U6qJBSGdS47qWm8l733/QYMfzbNtbHl4VQgghjEymZxQNQjqTPj6uaTI58fvpxg5DCCGEeOzJHXXRYAIDA2tcPn78+AaK5PHT0a49b/WZ0SDHasg790IIIYQ5M8k76vHx8YYW8/7+/vzwww8AbNq0iXv37tXbcdLS0vj+++/rbX+m6tChQ1io2gwAACAASURBVPz666+G1++//z7Hjx8HYOjQoYaGQ/fbvn07KSkpNe539+7d/P7774bX8+fPL3ccIYQQQgjx8EzujvqpU6c4cuQIycnJWFpakp2djVarBWDLli34+flhY2NTaTudToeFRd3m0k5PT8fW1pY+ffrUS+ym6tChQwwePNgwm0pYWNgDt5k8efID10lOTsbFxYW2bdsCsGzZskcLVAghhBBCGJhcoX7z5k0cHR2xtLQEShvgQGmRnpWVxZQpU3BwcCAxMREPDw+mTp3KsWPHmDt3LtbW1sTExJCfn4+joyPR0dG0adOGkJAQunfvzpkzZ9BoNERFRaFWq9mxYwdKpZLPPvuMBQsW0K5dOyIiIsjOzkatVhMdHU379u0JDw/HysqKCxcukJmZSXR0NMnJyZw+fRp3d3diYmL45JNPOHfuHBEREQDs3LmT8+fPM2/ePFJSUkhISEChUODq6sqKFSvIzs5m0aJFZGZmAhAREUHfvn1JT083FLwKhYKtW7fSokX5OTdnzpzJjRs3KCwsJDQ01PAApoeHB6GhoRw+fBhra2vi4uK4cuUKX331Fenp6cTHx7N27Vri4uIYPHgwPj4+ACQkJJCWlgbAypUr6dy5M2vXrsXW1pZp06Zx9uxZFi1axL1793jyySeJiori22+/JSMjg7/+9a9YW1uTlJTEK6+8wpw5c+jVqxf//Oc/Wb16NTqdDkdHRzZv3lxunwBjx47lgw8+QK1W89Zbb3Hjxg30ej0zZ85k9OjRxvyYCSGEEEKYPJMr1AcMGMC6desYOXIk3t7ejB49mmeeeYbQ0FA2bdrE5s2bDcV7fn4+Li4uhIWFodVqCQkJIS4uDrVazb59+1i9ejXR0dEA3Lt3jx07dvDdd98RERFBamoqkyZNKlc4zpgxg3HjxhEQEMCuXbtYunQpcXFxAOTk5LBlyxa+/PJLZsyYwfbt23FxcSEwMJCzZ88yZswY/Pz8mD17NiqVit27d7NkyRLOnTtHfHw827dvR61Wc/fuXaD07vOUKVPw9PQkMzOTadOmsX//fjZs2MDChQvp27cveXl5WFlZVcpRVFQUDg4OFBQUEBgYyIgRI3B0dCQ/Px93d3dmzZrF8uXL2blzJzNnzmTo0KHlCvOKWrRowa5du0hJSSEqKooPP/yw3PI5c+awYMECnnnmGd5//33+7//+j/nz57Nt2zZDYX6/7OxsFixYwNatW+nUqZPhnKvz9ddf06ZNG/7+978DkJtbt6YDGzK2cbcgp07bPE6u5/1Gh+btGjsMIYQQQtQzkyvUmzdvzu7duzlx4gRpaWnMmjWLd955hxdeeKHSuhYWFowcORKAixcv8ssvv/DSSy8BoNfrad26tWHdMWPGANCvXz80Gg05OZULu1OnTrF27VoA/P39WbFihWHZkCFDDHfEn3jiCVxdXQFwdnbm+vXr9OjRg/79+3PkyBG6dOmCVqvF1dWVxMREfHx8DL9cODg4AHD8+PFy47k1Gg0ajYY+ffoQExODr68vI0aMoHnz5pXiTExM5ODBgwD89ttvXL58GUdHR1QqFUOGDAHAzc2Nb775plY5Hzt2rCFHZb/YlMnNzSU3N5dnnnkGgICAgAcOnTl9+jSenp506tSp3DlXp1u3bsTGxrJixQqGDBmCp6dnreIuo1JZoNLVbdjT4+Qph44M7Nyvwdofm3ILeVOMydiquh7GzIMpX/+KmkKM9am6a2NueaiO5EFyUOb+PKgsTftnmskV6lBagHt5eeHl5UW3bt1ISUmpslC3srIyjEsvKSnBxcWFpKSkKvepUChqfP2gbcqG4igUCsPXAEqlkuLiYgAmTJjABx98QJcuXQzxlpRU3dper9eTlJSEtbV1ufdfffVVnnvuOY4ePUpQUBAbN26ka9euhuVpaWkcP36cpKQkbGxsCAkJobCwEACVSmWIWalU1jgVojGVlJRUmV8LCwv0er3hdVncTk5O7N69m6NHj7Jy5UoGDBjAG2+8UevjhbhOQq+vOs/moKwdckO1htZqdVzLzWT+FysevHIdPcr87ObaHrti23hj56GqNvWmyBw/D1VdG3PMQ1UkD5KDMhXzoC1quJ9pSqWCVq1aPHjF+7cxUiwP7cKFC1y6dMnw+uzZs7Rv3x4ovduel5dX5XZOTk5kZ2dz6tQpALRaLefOnTMs37dvHwAnTpzAzs4OOzu7Svvz8PDg888/B2Dv3r307du3TrG7u7tz48YNUlNTDXepvb29OXDgAHfu3AEwDAMZOHAgW7duLXeeAFeuXMHV1ZVXX30VNzc3Ll68WO4Yubm52NvbY2Njw/nz5zl9+sHzWdeUN4D9+/cDpTny8PAot8zOzo6WLVty4sQJAPbs2UO/fv1q3K+HhwffffcdV69eLXfOHTp04N///jcAP/30E9euXQPg999/x8bGBn9/f6ZNm2ZYR5gXmZ9dCCGEKM/k7qjn5+ezdOlScnJysLCwoHPnzkRGRgIQFBTEK6+8QuvWrUlMTCy3naWlJWvWrGHp0qXk5uai0+mYMmUKLi4uANjb2zNp0iTDw6RQOpzlzTff5Msvv2TBggX87W9/IyIigoSEBMPDpHU1atQozp49i729PQAuLi7MmDGDkJAQlEolPXv2JCYmhvnz5xMZGYmvry86nQ5PT08iIyPZvHkzaWlpKJVKnJ2dGTRoULn9Dxo0iB07duDr64uTkxO9e/d+YEyjR49mwYIFJCYmsmbNmkrLi4qKmDBhAnq9nlWrVlVaHhsba3iYtFOnToa8BAQEsGjRIsPDpGXUajWRkZH85S9/Qa/X06pVKzZu3MjIkSPZs2cP/v7+9OrVi6eeegqAX375heXLl6NUKmnWrBmLFy+ubbpFIzHGvO0yP7sQQghRnqKkurEZj5GQkJAqH3o0hunTpzN16lS8vb2NfixR6vZtjQx9acA/Z5YV1MYq1B92v+b6Z92KeTN2Hox1/eubOX4eqro25piHqkgeJAdlKuYhdltpP525Lxp/qu7HYuhLU5WTk8PIkSOxsrKSIl0IIYQQQjwykxv6YgwVh8kYQ8uWLfniiy+MfhwhhBBCCGEe5I66aBAFBQUEBweTkZHBxIkTGTNmDL6+voaHfAFmzZpV7kFiIYQQQghzJoW6aBCffvopw4cPp3nz5sTGxvL555+zfv16oqKiDHPaT548mfXr1zdypEIIIYQQpsEshr6Ixrd3717effddOnbsaHivbdu2qNVqsrOzadmyJZ6enoSHh1NcXEyzZrX/aJp7Z1KVysIwf3JDuKbJpGOL9g12PCGEEMJcSaEujK6oqIirV6+WK9IBfvzxR7RaLU8++SRQ2qSpc+fO/Pzzz7i5udV6/+bemRT+15GwITg5djJKJ9T66Hhpqp3ljEk6k1avKcRYn6Qzac0kD5KDMtKZVIj73LlzBzu78t8AWVlZzJ49m9jYWJTK/43AUqvVZGVl1Wn/0pm0cabcqu9jPmrHS3Odekw6k1bNHD8P0pm0epIHyUEZ6UwqRAXW1tYUFRUZXms0GqZPn85bb71VqWFTUVER1tbWDR2iEEIIIYTJkTvqwujs7e3R6XQUFhaiUCh4/fXX8ff3Z9SoUZXWvXTpEs7Ozo0QpRBCCCGEaZFCXTSIAQMGcPLkSW7evMmJEye4e/cuycnJAMTExNCjRw9u3bqFlZUVbdq0aeRohRBCCCEanxTqokEEBwezceNGVqxYgb+/f5XrpKamMnHixAaOTAghhBDCNMkYddEgevbsiZeXFzpd9dMI2tnZERAQ0IBRCSGEEEKYLrmjLhpMYGBgjcvHjx/fQJEIIYQQQpg+uaMuGkRBQQHBwcFkZGQwceJExowZg6+vL/v27TOsM2vWLC5dutR4QQohhBBCmBAp1EWD+PTTTxk+fDjNmzcnNjaWzz//nPXr1xMVFUVOTmlX0cmTJ7N+/fpGjlQIIYQQwjTI0BfRIPbu3cu7775brjtp27ZtUavVZGdn07JlSzw9PQkPD6e4uJhmzWr/0dyQsY27BTnGCLtJUKksDI1OADzb9mZgh/6NGJEQQggh6oMU6sLoioqKuHr1arkiHeDHH39Eq9Xy5JNPAqBUKuncuTM///wzbm5utd6/SmWBSmdRrzE3NWWtwy/dvYYq24KA3sMbOaK6q4/W9KbaAtqYqsqbMfNQH9epoTSFGOtTddfG3PJQHcmD5KDM/XlQWZr2zzQp1IXR3blzBzu78t8AWVlZzJ49m9jYWJTK/43AUqvVZGVl1Wn/Ia6T0OtL6iXWpuj+dsjvff8BWq2uSbaJftTW9ObaHrti3oydh0e9Tg3FHD8PVV0bc8xDVSQPkoMyFfOgLWq4n2lKpYJWrVrUbRsjxSKEgbW1NUVFRYbXGo2G6dOn89Zbb9G7d+9y6xYVFWFtbd3QIQohhBBCmBy5oy6Mzt7eHp1OR2FhIQqFgtdffx1/f39GjRpVad1Lly7h7OzcCFEK0XRdy83kve8/ACo/s1Dvx9Jk0rFFe6PtXwghxP9IoS4axIABAzh58iQ3b97kxIkT3L17l+TkZABiYmLo0aMHt27dwsrKijZt2jRytE3b/UVbXcmDqOJBOrZoj2fb3g9eUQghxCOTQl00iODgYDZu3MiKFSvw9/evcp3U1FQmTpzYwJGJMtc0mQBSqDdBHe3a81afGYCMQxVCiMeJFOqiQfTs2RMvLy90Oh0WFlXP0GJnZ1dtES9q7/6irS4e9i68EEIIIYzDJB8mjY+PN3Su9Pf354cffgBg06ZN3Lt3r96Ok5aWxvfff19v+zNVhw4d4tdffzW8fv/99zl+/PhD7euVV14xNCi639q1a0lISKhx28DAwGqLdIDx48fXaf50IYQQQojHmclVRadOneLIkSMkJydjaWlJdnY2Wq0WgC1btuDn54eNjU2l7Wq6U1ud9PR0bG1t6dOnT73EbqoOHTrE4MGDDQ9phoWFPfS+Pvroo/oKSwghhBBC1MDkCvWbN2/i6OiIpaUlUDqvNpQW6VlZWUyZMgUHBwcSExPx8PBg6tSpHDt2jLlz52JtbU1MTAz5+fk4OjoSHR1NmzZtCAkJoXv37pw5cwaNRkNUVBRqtZodO3agVCr57LPPWLBgAe3atSMiIoLs7GzUajXR0dG0b9+e8PBwrKysuHDhApmZmURHR5OcnMzp06dxd3cnJiaGTz75hHPnzhEREQHAzp07OX/+PPPmzSMlJYWEhAQUCgWurq6sWLGC7OxsFi1aRGZm6bjgiIgI+vbtS3p6OsuWLQNAoVCwdetWWrQoP+fmzJkzuXHjBoWFhYSGhhrGdXt4eBAaGsrhw4extrYmLi6OK1eu8NVXX5Genk58fDxr164lLi6OwYMH4+Pjw7fffktsbCw6nQ43NzeWLFlCYWEhgYGBxMfH06VLF95++2369+9PUFAQQ4cOZdeuXajVauLj40lJSaFdu3ao1Wqefvppw7knJSWh1Wrp3Lkzy5cvx8bGhvDwcFq0aEFGRgY3b95k9uzZ+Pj4kJWVxaxZs9BoNOh0OhYvXoynp6fxP2xCCCGEECbM5Ar1AQMGsG7dOkaOHIm3tzejR4/mmWeeITQ0lE2bNrF582ZD8Z6fn4+LiwthYWFotVpCQkKIi4tDrVazb98+Vq9eTXR0NAD37t1jx44dfPfdd0RERJCamsqkSZOwtbVl2rRpAMyYMYNx48YREBDArl27WLp0KXFxcQDk5OSwZcsWvvzyS2bMmMH27dtxcXEhMDCQs2fPMmbMGPz8/Jg9ezYqlYrdu3ezZMkSzp07R3x8PNu3b0etVnP37l0Ali1bxpQpU/D09CQzM5Np06axf/9+NmzYwMKFC+nbty95eXlYWVlVylFUVBQODg4UFBQQGBjIiBEjcHR0JD8/H3d3d2bNmsXy5cvZuXMnM2fOZOjQoYbC/H6FhYWEh4ezadMmnJycmDNnDh9//DFTp05l4cKFzJs3j9DQUP7zn/8QFBRUbtuMjAz27dtHSkoKOp2OgIAAQ6E+fPhww/qrV69m165dhISEAKWNjj7++GMuXLjAa6+9ho+PD6mpqQwcOJDXXnsNnU5X5+FNGzK2cbeg8nAcc3H/dHwydZ4QQgjx+DC5Qr158+bs3r2bEydOkJaWxqxZs3jnnXd44YUXKq1rYWHByJEjAbh48SK//PILL730EgB6vZ7WrVsb1h0zZgwA/fr1Q6PRVDnO+tSpU6xduxYAf39/VqxYYVg2ZMgQwx3xJ554AldXVwCcnZ25fv06PXr0oH///hw5coQuXbqg1WpxdXUlMTERHx8fwy8XDg4OABw/frzcuHGNRoNGo6FPnz7ExMTg6+vLiBEjaN68eaU4ExMTOXjwIAC//fYbly9fxtHREZVKxZAhQwBwc3Pjm2++qTHXFy9epGPHjjg5OQEQEBDAtm3bmDp1KgMGDODAgQNERkayZ8+eStueOHGCYcOGGYYhDR061LDs3LlzvPfee+Tm5pKXl8fAgQMNy4YNG4ZSqcTZ2Zlbt24B0KtXLyIiIiguLmbYsGH06NGjxrgrUqksUOnqNuzpcVPWOtzJsRMDO/d7qFbIjd0avj6Ob6otoI2pqryZYx6qYm55qO57yNzyUB3Jg+SgzP15UFk27v99D2JyhTqUFuBeXl54eXnRrVs3UlJSqizUraysDOPSS0pKcHFxISkpqcp9KhSKGl8/aJuyoTgKhcLwNYBSqaS4uBiACRMm8MEHH9ClSxdDvCUlVbe21+v1JCUlVerC+eqrr/Lcc89x9OhRgoKC2LhxI127djUsT0tL4/jx4yQlJWFjY0NISAiFhYUAqFQqQ8xKpRKdruamJ9XFVhbf+fPnsbKy4u7du/zhD3+otE51OQwPDycuLo7u3buze/du0tPTDcvuz12Zfv36sXXrVo4ePcqcOXOYNm0a48aNqzH2+4W4TkKvr/5cHndVTcf3MNPzabU6ruVmMv+L//2C2pDzqj9qa3pznZawYt7MNQ8VmWMeqvoeMsc8VEXyIDkoUzEP2qJH+7+nLpRKBa1atXjwivdvY6RYHtqFCxe4dOmS4fXZs2dp3770T/nNmzcnLy+vyu2cnJzIzs7m1KlTAGi1Ws6dO2dYvm/fPqD0TrCdnR12dnaV9ufh4cHnn38OwN69e+nbt2+dYnd3d+fGjRukpqYyduxYALy9vTlw4AB37twBMAx9GThwIFu3bi13ngBXrlzB1dWVV199FTc3Ny5evFjuGLm5udjb22NjY8P58+c5ffr0A+OqLm9dunTh+vXrXL58GYA9e/bQr18/oHSGna5du7Jq1SoiIiIMD/SW6devHwcPHqSgoACNRsPhw4cNy/Ly8mjdujVarZa9e/c+ML7r16/TqlUrgoKCGD9+PD/99NMDtxHGd02TyYnfH/z5EkIIIYRxmNwd9fz8fJYuXUpOTg4WFhZ07tyZyMhIAIKCgnjllVdo3bo1iYmJ5baztLRkzZo1LF26lNzcXHQ6HVOmTMHFxQUobWM/adIkw8OkUDqc5c033+TLL79kwYIF/O1vfyMiIoKEhATDw6R1NWrUKM6ePYu9vT0ALi4uzJgxg5CQEJRKJT179iQmJob58+cTGRmJr68vOp0OT09PIiMj2bx5M2lpaYbhIYMGDSq3/0GDBrFjxw58fX1xcnKid+8HdwgcPXo0CxYsIDExkTVr1hjet7KyIjo6mrCwMMPDpJMnT+bixYt88sknfPLJJ7Ro0YJ+/foRHx/Pm2++adj26aefZvTo0fj7+9OhQ4dyv9SEhYUxYcIEOnToQLdu3ar95apMeno6CQkJNGvWDFtbW2JjY2uVa1H/7p+DXeZVF0IIIRqXoqSm8Q+PiZCQEObMmUOvXr2Mfqzp06czdepUvL29jX4sUer2bY0MfamHP9mVFeYVC/WHaZ5UH8evK3P9s27FvJlrHioyxzxU9T1kjnmoiuRBclCmYh5it5X205n7ovGn6n4shr40VTk5OYwcORIrKysp0oUQQgghxCMzuaEvxlBxmIwxtGzZki+++MLoxxFCCCGEEOZB7qiLBlFQUEBwcLBhJhqNRsOzzz5reP4AYNasWeUeJBZCCCGEMGdmcUddNL5PP/2U4cOHG6bTfO+993jmmWfKrTN58mTWr1/P0qVLGyNEYQKu5WY+9EOs9zd+epCGnHZSCCGEeFhSqIsGsXfvXt59912gtKvp7du3efbZZ8nIyDCs4+npSXh4OMXFxTRrVvuPpil1JtXrdZQACkChUKJQKqCWz7k+7LZ1KVBrYi5dTa9pMgGkUBdCCGHypFAXRldUVMTVq1fp2LEjer2e2NhYli9fzrfffltuPaVSSefOnfn5559xc3Or9f5NpTNpQUEBOp3O0EhKqVRiaWVFs2Y1x1by3231D7FtmbKOhI+iYlfThu5UqlJZ4KTuxOKhbxv1OIu/WgWYbhe6upLOpNUztzxIZ9KaSR4kB2WkM6kQ97lz5w52dqXfAB9//DGDBg2iXbt2Va6rVqvJysqq0/5NpTOpQlHarbW0Y2sJJSXUOq6K2+r1NXeOvV99T7lVtq9H7RRaVw3VmbShz8vYpDNp1cwxD9KZtHqSB8lBmabWmVQKdWF01tbWFBUVAXDq1ClOnjzJ9u3bycvLQ6vVYmtry1//+leg9O67tbV1Y4b70EpKyorruv/S8CjbCiGEEOLxJIW6MDp7e3t0Oh2FhYWsXLnS8P7u3bvJyMgwFOkAly5dwtnZuTHCFEIIIYQwKTI9o2gQAwYM4OTJkzWuc+vWLaysrGjTpk0DRSWEEEIIYbqkUBcNIjg4mOTk5HLvvfDCCyxcuNDwOjU1lYkTJzZ0aEIIIYQQJkkKddEgevbsiZeXl6HhUVXs7OwICAhowKiEEEIIIUyXjFEXDSYwMLDG5ePHj2+gSIQQQgghTJ/cURd1VlBQQHBwMDqdjmnTpuHp6cn06dPLrfPtt98SEBDA2LFjmTt3LsXFxYZlaWlp+Pv7M2bMGIKDg4HS2V5efPHFcusJIYQQQpgzuaMu6uzTTz9l+PDhWFhY8PLLL3Pv3j2SkpIMy/V6PeHh4WzatAknJyfef/99kpOTmTBhAjk5OSxZsoT169fTvn17bt++DYClpSXe3t7s27cPPz+/xjo1UcG13Eze+/4Dw2vPtr2lo6cQQgjRQKRQF3W2d+9e3n33XQC8vb1JS0srt/zu3btYWlri5OQElM748uGHHzJhwgT27t3L8OHDad++tFV9q1atDNsNGzaMlStX1rlQjzu5nv8U5GBhYYFSqUSv16MvKaFErwf+10hIoVBQUlKCvsL7JSUlKJRKFAoFep0OvV6PhYUFJSUl5fan+O82SqWSkpISSgClQkEJUKLXl3tPqVSWvl9SglKhQK8vMcyTrlQqUSiVUAIlJXpKSv4Xi1KpRKmsW5dRlcoCrVZn9CL6miYTQAp1IYQQooFIoS7qpKioiKtXr9KxY8dq13F0dKS4uJgzZ87Qq1cvDhw4wI0bN4DSedKLi4sJCQkhLy+P0NBQxo0bB4CLiwtnzpypc0zK/xbZ91OULigtwsuW/fffSusqFKXr/3ddhVJpWLdsu4pjxBQKBf+tsFH899+y4ypK24yi5L/tixQKFIqyOP5bkCsUoAC9XoFCUXoOABYWSpo1q1uhDnA97zdU2RYE9B5e522ro1JZ4KTuxOKhbwOw+KtVgPHaLFfX/rwuarNtfRzHlFR1Po/LuT0qc8tDdZ9tc8tDdSQPkoMy9+dBZWna/ydIoS7q5M6dO9jZ1fxhVigUrFq1iujoaIqKihgwYAAWFqXfCDqdjp9++olNmzZRUFDApEmTcHd3x8nJCQsLC1QqFRqNhhYtat9id4bHn9HrzbejZ+vWdsz/YgVara5eWyBXbEdeVXvy+vSo+69te2xjn0dDq3g+0ia8lDnmoarPtjnmoSqSB8lBmYp50BY13P8JSqWCVq1qX9+AFOqijqytrSkqKnrgeh4eHnz88ccAHDt2jEuXLgHwhz/8AUdHR2xtbbG1tcXT05Off/7ZMEymqKgIKysro8UvhBBCCNFUyKwvok7s7e3R6XQUFhbWuF7ZQ6JFRUV89NFHTJo0CYDnn3+eEydOUFxczL179/jxxx/p2rUrUHq3Xq1Wo1KpjHsSQgghhBBNgNxRF3U2YMAATp48yR//+Ef+9Kc/ceHCBfLz8xk0aBDLli3j2WefZf369Rw5cgS9Xs/kyZPx9vYGoGvXrjz77LP4+fmhVCoJDAykW7duQOm0jc8991xjnlqTVnGGlopkxhYhhBCiaZFCXdRZcHAwGzdu5I9//KNheEtFc+fOZe7cuVUue/nll3n55ZcrvZ+amsrbb79dr7GKUjJjixBCCNH0SKEu6qxnz554eXmh0+kMD4k+qqKiIoYNG0aXLl3qZX/mqKNde97qM6PKZTXdaRdCCCGEaTLJMerx8fGMGTMGX19f/P39+eGHHwDYtGkT9+7dq7fjpKWl8f3339fb/kzVoUOH+PXXXw2v33//fY4fP/5Q+3rllVfIyckhMDCwXJG+du1aEhISHjpGS0tLwzSNQgghhBDCBO+onzp1iiNHjpCcnIylpSXZ2dlotVoAtmzZgp+fHzY2NpW2e5i7u+np6dja2tKnT596id1UHTp0iMGDB+Ps7AxAWFjYQ+/ro48+qq+whBBCCCFEDUyuUL958yaOjo5YWloCoFargdIiPSsriylTpuDg4EBiYiIeHh5MnTqVY8eOMXfuXKytrYmJiSE/Px9HR0eio6Np06YNISEhdO/enTNnzqDRaIiKikKtVrNjxw6USiWfffYZCxYsoF27dkRERJCdnY1arSY6Opr27dsTHh6OlZUVFy5cIDMzk+joaJKTkzl9+jTu7u7ExMTwySefcO7cOSIiIgDYuXMn58+fZ968eaSkpJCQkIBCocDV1ZUVK1aQnZ3NokWLyMwsHTscERFB3759SU9PMJWLegAAIABJREFUZ9myZUDpfORbt26tNKf4zJkzuXHjBoWFhYSGhjJx4kSgdErE0NBQDh8+jLW1NXFxcVy5coWvvvqK9PR04uPjWbt2LXFxcQwePBgfHx++/fZbYmNj0el0uLm5sWTJEgoLCwkMDCQ+Pp4uXbrw9ttv079/f4KCghg6dCi7du1CrVYTHx9PSkoK7dq1Q61W8/TTTxvOPSkpCa1WS+fOnVm+fDk2NjaEh4fTokULMjIyuHnzJrNnz8bHx4esrCxmzZqFRqNBp9OxePFiPD09jf9hE0IIIYQwYSZXqA8YMIB169YxcuRIvL29GT16NM888wyhoaFs2rSJzZs3G4r3/Px8XFxcCAsLQ6vVEhISQlxcHGq1mn379rF69Wqio6MBuHfvHjt27OC7774jIiKC1NRUJk2ahK2tLdOmTQNgxowZjBs3joCAAHbt2sXS/8/evcdFWeb/H38xOBwE5eAplV0DRSQ1QiDxK+uBUBBEwBB11wF6sB63ryz2FZHSklUBLS1ZoX0UHkBF1EVMREpN3S0NsrCk6CEhakKGhgQDgcPA7w8e3D+QAUFBR7mefzFzn677w61cc891X+/164mPjwegoqKCpKQkTp06xZIlS0hJScHa2hp/f3/y8/Px8vJi1qxZrFy5ErlcTlpaGuvWraOgoICEhARSUlIwNzenvLwcgA0bNhAUFISjoyMlJSWEhIRw/PhxduzYwdq1a3FwcKCqqkrjnOIbN27E1NSUmpoa/P39mT59OmZmZlRXV2NnZ0dYWBibNm3iwIEDLFu2DFdXV6lj3lxtbS0RERHs2rULS0tLwsPD2bdvH8HBwaxdu5bVq1cTGBjIb7/9RkBAQItt8/LyyMzMJD09HbVajZ+fn9RRnzZtmrT+1q1bOXToEAqFAoDS0lL27dvHlStXWLp0KR4eHmRkZODi4sLSpUtRq9WdHt60I28v5TUVndrmaSKX63JDWYKF8ZDH3RRBEARBELqQ1nXUjYyMSEtL48KFC2RnZxMWFsZrr73G7NmzW62rq6uLu7s7AEVFRVy+fJlXXnkFgPr6egYMGCCt6+XlBYCTkxNKpZKKitYdu9zcXOLi4gDw8fFh8+bN0rKpU6dKd8T79++PjY0NACNGjKC4uBhbW1ucnZ05c+YMVlZWqFQqbGxsSE5OxsPDQ/pwYWpqCsC5c+dajBtXKpUolUrGjRtHTEwM3t7eTJ8+HSMjo1btTE5O5sSJEwD8/PPPXLt2DTMzM+RyOVOnTgVgzJgxfP755+3WuqioCAsLCylsyM/Pj7179xIcHMzEiRPJysoiKiqKI0eOtNr2woULuLm5ScOQXF1dpWUFBQW8++67VFZWUlVVhYuLi7TMzc0NmUzGiBEjuH37NgBjx44lMjKSuro63NzcsLW1bbfd95LLdZGru+ah1ieVpdkfcBnm1GYEclvR4u25d5sH2UdndMX+O7Jtd5/Ho6bpfJ6Wc3tYPa0ObV3bPa0ObRF1EDVo0rwOcj3t/pugdR11aOyAjx8/nvHjxzNy5EjS09M1dtT19fWlcekNDQ1YW1uTmpqqcZ86Ojrtvr7fNk1DcXR0dKSfAWQyGXV1dQDMmTOH999/HysrK6m9DQ2ao+3r6+tJTU3FwMCgxfuLFi1i8uTJnD17loCAAHbu3CkFAkHjA7Dnzp0jNTUVQ0NDFAqFFD4kl8ulNstkMtRqdbvn11bbmtpXWFiIvr4+5eXlPPPMM63WaauGERERxMfHM2rUKNLS0sjJyZGWNa9dEycnJ/bs2cPZs2cJDw8nJCSkUw+WKmzmUV/f9rk87ZrHIbcVgawpWvx+7t3mQfbRGQ+7/47GY3f3eTxq956PiAlv1BProOna7ol10ETUQdSgyb11UN19dH8TZDId+vUzvv+KzbfpprY8sCtXrkhx8wD5+fkMGdL4lb6RkRFVVVUat7O0tKSsrIzc3FwAVCoVBQUF0vLMzEyg8U5wnz596NOnT6v92dvbc+zYMQCOHj2Kg4NDp9puZ2fHzZs3ycjIYObMmQBMmDCBrKws7ty5AyANfXFxcWHPnj0tzhPg+vXr2NjYsGjRIsaMGUNRUVGLY1RWVmJiYoKhoSGFhYVcvHjxvu1qq25WVlYUFxdz7do1AI4cOYKTkxPQOMPO8OHD2bJlC5GRkdIDvU2cnJw4ceIENTU1KJVKTp8+LS2rqqpiwIABqFQqjh49et/2FRcX069fPwICAnj55Zf57rvv7ruNIAiCIAjC007r7qhXV1ezfv16Kioq0NXVZdiwYURFRQEQEBDAwoULGTBgAMnJyS2209PTY9u2baxfv57KykrUajVBQUFYW1sDYGJiwrx586SHSaFxOMvy5cs5deoUa9as4Y033iAyMpLExETpYdLOmjFjBvn5+ZiYmABgbW3NkiVLUCgUyGQynnvuOWJiYnj99deJiorC29sbtVqNo6MjUVFR7N69m+zsbGl4yKRJk1rsf9KkSezfvx9vb28sLS154YUX7tsmT09P1qxZQ3JyMtu2bZPe19fXJzo6mtDQUOlh0vnz51NUVMTBgwc5ePAgxsbGODk5kZCQwPLly6VtR48ejaenJz4+PgwdOrTFh5rQ0FDmzJnD0KFDGTlyZJsfrprk5OSQmJhIr1696N27N7GxsR2qtSAIgiAIwtNMp6G98Q9PCYVCQXh4OGPHju32Yy1evJjg4GAmTJjQ7ccSGv36q1IMfbnPV3bvfv0+NypLsOjT8QdOmx5QbQpRagpNaitU6WE97P47+rVud5/Ho3bv+Yivtxv1xDpourZ7Yh00EXUQNWhybx1i9zbm6az6S/dP1f1UDH15UlVUVODu7o6+vr7opAtPBQvjITgOuv83NoIgCIIgdA+tG/rSHe4dJtMd+vbty8cff9ztxxGEB2XRZ8hTcxdZEARBEHoCcUddeCRqampYsGABeXl5zJ07Fy8vL7y9vaWHfAHCwsJaPEgsCIIgCILQk4mOuvBI/Pvf/2batGkYGRkRGxvLsWPH+PDDD9m4caM0p/38+fP58MMPH3NLBUEQBEEQtEOPGPoiPH5Hjx7l7bffxsLCQnpv0KBBmJubU1ZWRt++fXF0dCQiIoK6ujp69er4pSmSSXWxMx+Ly1Dnx90UQRAEQRC6kOioC93u7t27/PTTTy066QDffvstKpWKP/7xj0BjSNOwYcP44YcfGDNmTIf339OTSa+W3wDA74Vpba7TFWmcIplUO4lk0rb1tDqIZNL2iTqIGjQRyaSC0MydO3fo06flP4DS0lJWrlxJbGwsMtn/H4Flbm5OaWlpp/bf05NJt1/6AJVK3e60W12RximSSbWTSCbVrCfWQSSTtk3UQdSgiUgmFYR7GBgYcPfuXem1Uqlk8eLF/P3vf28V2HT37l0MDAwedRMFQRAEQRC0jrijLnQ7ExMT1Go1tbW16Ojo8Le//Q0fHx9mzJjRat2rV68yYsSIx9BKQRAEQRAE7SI66sIjMXHiRL766itu3brFhQsXKC8v5/DhwwDExMRga2vL7du30dfXZ+DAgY+5tYIgCIIgCI+f6KgLj8SCBQvYuXMnmzdvxsfHR+M6GRkZzJ079xG37Olwo7JEig/XuFxZgoXxkG4/zkPtu4vaKAiCIAhPCzFGXXgknnvuOcaPH49arW5znT59+uDn5/cIW9VzWBgPwXHQC/df8TF6EtooCIIgCI+SuKMuPDL+/v7tLn/55ZcfUUuePhZ9hvD3cUuemuMIgiAIgiDuqAuPSE1NDQsWLJDuqCuVSv70pz8RFRUlrRMWFsbVq1cfUwsFQRAEQRC0i+ioC4/Ev//9b6ZNm4aubmOwwLvvvsuLL77YYp358+fz4YcfPo7mCYIgCIIgaB0x9EV4JI4ePcrbb78NQF5eHr/++it/+tOfyMvLk9ZxdHQkIiKCuro6evXq+KW5I28v5TUVXd7mh1Ffr6a+vl56raOjg66uLvX19RrfB50HPlZx1c8MNRr8MM3tcbr6oVjHQS/gMtS5y/YnCIIgCCA66sIjcPfuXX766ScsLCyor68nNjaWTZs2cf78+RbryWQyhg0bxg8//MCYMWM6vH+5XBe5Wrerm/1QVKp6GhqgoaEBHR0ddGQ6yGQ6NKCDTrP3ZTIddHVlLdJZO+tZUwtchjl1e/xxW/Hk2qQjbZPLddGR6Ujn87Cult9AXqaL3wvTumR/naXp96LNv6NHqafVoa1/oz2tDm0RdRA1aNK8DnI97f7bJjrqQre7c+cOffo0/gPYt28fkyZNYvBgzXeAzc3NKS0t7dT+FTbzqK9veOh2Pqma4pC7O/5YUzy5NuloPLZKpWao0WD+NnZhlxz33a/fR6VSP7a63Pt7ETHhjXpiHTT9G+2JddBE1EHUoMm9dVDdfXR/22QyHfr1M+7UNqKjLnQ7AwMD7t69C0Bubi5fffUVKSkpVFVVoVKp6N27N//3f/8HNN59NzAweJzNFQRBEARB0Aqioy50OxMTE9RqNbW1tbzzzjvS+2lpaeTl5UmddICrV68yYsSIx9FMQRAEQRAErSJmfREeiYkTJ/LVV1+1u87t27fR19dn4MCBj6hVgiAIgiAI2kt01IVHYsGCBRw+fLjFe7Nnz2bt2rXS64yMDObOnfuomyYIgiAIgqCVREddeCSee+45xo8fLwUeadKnTx/8/PweYasEQRAEQRC0l1Z21BMSEvDy8sLb2xsfHx+++eYbAHbt2sXvv//eZcfJzs7m66+/7rL9aauTJ0/y448/Sq/fe+89zp0790D7WrhwIRUVrecsj4uLIzExsd1t/f39pcAjTV5++eVOzZ8uCIIgCILwNNO6XlFubi5nzpzh8OHD6OnpUVZWhkqlAiApKYlZs2ZhaGjYaju1Wt1uJ1CTnJwcevfuzbhx47qk7drq5MmTTJkyRXpIMzQ09IH39cEHH3RVswRBEARBEIR2aF1H/datW5iZmaGnpwc0zqsNjZ300tJSgoKCMDU1JTk5GXt7e4KDg/nss89YtWoVBgYGxMTEUF1djZmZGdHR0QwcOBCFQsGoUaO4dOkSSqWSjRs3Ym5uzv79+5HJZHz00UesWbOGwYMHExkZSVlZGebm5kRHRzNkyBAiIiLQ19fnypUrlJSUEB0dzeHDh7l48SJ2dnbExMRw8OBBCgoKiIyMBODAgQMUFhayevVq0tPTSUxMREdHBxsbGzZv3kxZWRlvvvkmJSUlAERGRuLg4EBOTg4bNmwAGlMr9+zZg7Fxyzk3ly1bxs2bN6mtrSUwMFAa121vb09gYCCnT5/GwMCA+Ph4rl+/zqeffkpOTg4JCQnExcURHx/PlClT8PDw4Pz588TGxqJWqxkzZgzr1q2jtrYWf39/EhISsLKyYsWKFTg7OxMQEICrqyuHDh3C3NychIQE0tPTGTx4MObm5owePVo699TUVFQqFcOGDWPTpk0YGhoSERGBsbExeXl53Lp1i5UrV+Lh4UFpaSlhYWEolUrUajVvvfUWjo6O3X+xCYIgCIIgaDGt66hPnDiR7du34+7uzoQJE/D09OTFF18kMDCQXbt2sXv3bqnzXl1djbW1NaGhoahUKhQKBfHx8Zibm5OZmcnWrVuJjo4G4Pfff2f//v18+eWXREZGkpGRwbx58+jduzchISEALFmyBF9fX/z8/Dh06BDr168nPj4egIqKCpKSkjh16hRLliwhJSUFa2tr/P39yc/Px8vLi1mzZrFy5UrkcjlpaWmsW7eOgoICEhISSElJwdzcnPLycgA2bNhAUFAQjo6OlJSUEBISwvHjx9mxYwdr167FwcGBqqoq9PX1W9Vo48aNmJqaUlNTg7+/P9OnT8fMzIzq6mrs7OwICwtj06ZNHDhwgGXLluHq6ip1zJurra0lIiKCXbt2YWlpSXh4OPv27SM4OJi1a9eyevVqAgMD+e233wgICGixbV5eHpmZmaSnp6NWq/Hz85M66tOmTZPW37p1K4cOHUKhUABQWlrKvn37uHLlCkuXLsXDw4OMjAxcXFxYunQparW608ObduTtpbym9XCcnkIu15WCTpoTsfaCIAiC8GTTuo66kZERaWlpXLhwgezsbMLCwnjttdeYPXt2q3V1dXVxd3cHoKioiMuXL/PKK68AUF9fz4ABA6R1vby8AHByckKpVGocZ52bm0tcXBwAPj4+bN68WVo2depU6Y54//79sbGxAWDEiBEUFxdja2uLs7MzZ86cwcrKCpVKhY2NDcnJyXh4eEgfLkxNTQE4d+5ci3HjSqUSpVLJuHHjiImJwdvbm+nTp2NkZNSqncnJyZw4cQKAn3/+mWvXrmFmZoZcLmfq1KkAjBkzhs8//7zdWhcVFWFhYYGlpSUAfn5+7N27l+DgYCZOnEhWVhZRUVEcOXKk1bYXLlzAzc1NGobk6uoqLSsoKODdd9+lsrKSqqoqXFxcpGVubm7IZDJGjBjB7du3ARg7diyRkZHU1dXh5uaGra1tu+2+l1yui1zdNXHwT6qm6PAm3RFr31Y8uTbpSNu6+jwed100HV+bf0ePUk+rQ1vXYk+rQ1tEHUQNmjSvg1xPu/+2aV1HHRo74OPHj2f8+PGMHDmS9PR0jR11fX19aVx6Q0MD1tbWpKamatynjo5Ou6/vt03TUBwdHR3pZwCZTEZdXR0Ac+bM4f3338fKykpqb0OD5mj7+vp6UlNTW6VwLlq0iMmTJ3P27FkCAgLYuXMnw4cPl5ZnZ2dz7tw5UlNTMTQ0RKFQUFtbC4BcLpfaLJPJ2p1hpb22NbWvsLAQfX19ysvLeeaZZ1qt01YNIyIiiI+PZ9SoUaSlpZGTkyMta167Jk5OTuzZs4ezZ88SHh5OSEgIvr6+7ba9OYXNPOrr2z6Xp52mWOjuiLXXFE+uTToaj93V5/G463Lv8UVMeKOeWAdN12JPrIMmog6iBk3urYPq7qP7P1wm06FfP+P7r9h8m25qywO7cuUKV69elV7n5+czZMgQoPFue1VVlcbtLC0tKSsrIzc3FwCVSkVBQYG0PDMzE2i8E9ynTx/69OnTan/29vYcO3YMgKNHj+Lg4NCpttvZ2XHz5k0yMjKYOXMmABMmTCArK4s7d+4ASENfXFxc2LNnT4vzBLh+/To2NjYsWrSIMWPGUFRU1OIYlZWVmJiYYGhoSGFhIRcvXrxvu9qqm5WVFcXFxVy7dg2AI0eO4OTkBDTOsDN8+HC2bNlCZGSk9EBvEycnJ06cOEFNTQ1KpZLTp09Ly6qqqhgwYAAqlYqjR4/et33FxcX069ePgIAAXn75Zb777rv7biMIgiAIgvC007o76tXV1axfv56Kigp0dXUZNmwYUVFRAAQEBLBw4UIGDBhAcnJyi+309PTYtm0b69evp7KyErVaTVBQENbW1kBjjP28efOkh0mhcTjL8uXLOXXqFGvWrOGNN94gMjKSxMRE6WHSzpoxYwb5+fmYmJgAYG1tzZIlS1AoFMhkMp577jliYmJ4/fXXiYqKwtvbG7VajaOjI1FRUezevZvs7GxpeMikSZNa7H/SpEns378fb29vLC0teeGFF+7bJk9PT9asWUNycjLbtm2T3tfX1yc6OprQ0FDpYdL58+dTVFTEwYMHOXjwIMbGxjg5OZGQkMDy5culbUePHo2npyc+Pj4MHTq0xYea0NBQ5syZw9ChQxk5cmSbH66a5OTkkJiYSK9evejduzexsbEdqrUgCIIgCMLTTKehvfEPTwmFQkF4eDhjx47t9mMtXryY4OBgJkyY0O3HEhr9+qtSDH3RMPTlRmUJFn2GtFr/QR8yfffr9wH4+7glD9bQbtbRr3W7+jwed13uPb74ertRT6yDpmuxJ9ZBE1EHUYMm99Yhdm9jns6qv3T/VN1PxdCXJ1VFRQXu7u7o6+uLTrqgtW4oS7jwy/2HSwmCIAiC8Php3dCX7nDvMJnu0LdvXz7++ONuP44gdJRFnyGt7vI23XETBEEQBEH7adUddVtbW3x8fJg1axZ+fn58/fXXD7SflJQU0tPTgcYZSLKysoDGITCXLl3qsvZ2t4ULF0rTSNrb2wPwyy+/tBgrru3ee+89zp0797ibIQiCIAiC8MTRqjvqBgYG0pzd//3vf9myZUuLmVE6av78+V3dtMfigw8+aPXeoEGDWjwQ+iip1WppOsyOCg0N7abWCIIgCIIgPN20qqPenFKppG/fvkDjdH/Lli2joqKCuro6QkNDcXNzAyA9PZ3ExEQpjGjz5s3ExcW1SBzVxN7eXprKMSsrizNnzhATE8Px48fZvn07MpmMPn36sHfv3hbbZWdnExcXR79+/fjhhx+YNm0aI0eOJCkpidraWrZv384f//hHPv30UxISElCpVJiamvL222/Tv39/cnJy2LBhA9A4D/mePXuorq4mLCwMpVKJWq3mrbfewtHREVdXVw4dOiSFJQHcuHGDJUuWkJGRQW1tLW+99RZ5eXno6uoSERGBs7MzN27cIDw8XEr4XLNmDePGjSM7O5t//vOfmJmZcfnyZUaPHs3bb7+Njo4O58+fJzY2Vpr9Zd26dejp6eHq6srs2bP5/PPPWbBgAWPHjmXdunXcuXMHAwMD/vGPfzB8+HCWLl2Ku7s7vr6+UgLsO++8Q0REhJSK2vx8Ll26xKZNm0hOTtZYE2Pjjj9sIZJJWyeT3lCWYGHc+kFSQRAEQRCeHFrVUa+pqcHHx4fa2lpu3brF7t27gcZpBLdv346xsTFlZWXMnTuXl156iR9//JGEhARSUlIwNzeX5ih/GPHx8SQmJjJo0CCN6aUAP/zwA5mZmZiamvLSSy8xZ84cDh06xO7du0lOTub111/HwcGBAwcOoKOjw8GDB/nwww+JiIhgx44drF27FgcHB6qqqtDX1+fAgQO4uLiwdOlS1Gq11MG+n6YPEUePHqWwsJCQkBA+/vhj+vXrx86dO9HX1+fq1ausWLGCtLQ0AL7//nuOHTvGwIEDmT9/Pl999RVjx44lIiKCXbt2YWlpSXh4OPv27SM4OFiqf0pKCgBBQUGsW7eOZ599lm+++YZ169aRlJTEP/7xD+bPn4+FhQU7d+5sM3hKE0016QyRTNo6mdTS7A+4DHNqlbT2MCmajzuBsyNEMimPtS3apqfVQSSTtk/UQdSgiUgmfUDNh77k5uayatUqMjIyaGhoYMuWLXz55ZfIZDJ++eUXbt++zRdffIGHh4d0x9nU1PSh22Bvb09ERAQzZsxg2jTN8etjx45l4MCBAPzxj39k4sSJAIwcOZLs7GwAbt68SVhYGLdu3eLu3btYWFgAMG7cOGJiYvD29mb69OkYGRkxduxYIiMjqaurw83NDVtb2w619auvvmLBggUADB8+nCFDhlBUVMTQoUOJiorihx9+QCaTtQiQev7556WU0VGjRlFcXIyxsTEWFhZYWloC4Ofnx969e6WOuqenJ9D4zUZubm6L4Sx3794FoH///ixfvpzAwED++c9/dup3oakmnSGSSduecuve9x8mRfNxJ3Dej0gmFcmkzfXEOohk0raJOogaNHnSkkm1qqPenL29PXfu3KGsrIyzZ89SVlZGWloacrkcV1dXamtr6aop4Gtra6Wfo6Ki+Oabbzhz5gy+vr6kp6djZmbWYn09PT3pZ5lMJr2WyWSo1Y2/8PXr1xMcHMxLL70kDTkBWLRoEZMnT+bs2bMEBASwc+dOnJyc2LNnD2fPniU8PJyQkBB8fX3v2+62zn/Xrl3079+fI0eOUF9fz/PPP6+x7bq6uqjV6vvW0dDQUDpe3759pQ9T97p8+TKmpqaUlpZqXK6rqysdq3nNNdVk+PDh7bZJeHA3KkseaPYXMZxGEARBEB4trZr1pbnCwkLUajWmpqZUVlbSr18/5HI5X3zxBcXFxQBMmDCBrKws7ty5A9CpoS/9+/ensLCQ+vp6Tp48Kb1//fp17OzsCA0NxczMjJs3bz5Q+ysrKxk0aBCANANN0/5tbGxYtGgRY8aMoaioiOLiYvr160dAQAAvv/wy3333XYeO4eTkxNGjRwEoKiri559/xsrKisrKSgYMGIBMJuPIkSPSh4e2WFlZUVxczLVr1wA4cuQITk5OrdZruvN+/PhxoLHj/sMPPwDw7bff8p///IfDhw+zY8cOfvrpp1bbDx06lLy8PAA++eSTdmsiaB8L4yE4Drp/Eq4gCIIgCF1Dq+6oN41Rh8ZOYGxsLLq6unh7e7N06VJmz56Nra0tVlZWAFhbW7NkyRIUCgUymYznnnuOmJiYDh3rtddeY/HixQwePBhra2uqq6sB2LRpE9euXaOhoQFnZ2dGjRr1QOfy6quvEhoayqBBg7Czs+PGjRsA7N69m+zsbGQyGSNGjGDSpEkcO3aMxMREevXqRe/evYmNje3QMf785z/z5ptv4u3tja6uLtHR0ejp6fHnP/+Z//3f/yUrK4vx48fTu3fvdvejr69PdHQ0oaGh0sOkbc2cs3nzZt566y0SEhKoq6vD09MTKysr3njjDaKjoxk0aBCrVq0iMjKSpKSkVjV5/fXX+de//oWdnZ30vqaaCN1H0/zqgiAIgiBoH52Grho/IgiPya+/KsUY9Q6OrXvccffdqaN16OoaPO6a3nt8MQ61UU+sg6ZrsSfWQRNRB1GDJvfWIXZvY2bPqr+M6/ZjP8gYda0d+iIIgiAIgiAIPZlWdtQTEhLw8vLC29sbHx8fvvnmG6DxIcmOTl3YEdnZ2Q+cfvokOXnyJD/++KP0+mHSQpunpTYXFxdHYmLiA7dREARBEARBaEmrxqhD47SMZ86c4fDhw+jp6VFWVoZKpQIgKSmJWbNmSbOQNPcgqZk5OTn07t2bceO6/+uOx+nkyZNMmTKFESNGAA+XFqopLVUQBEEQBEHoelrXUb916xZmZmbSNIJNc6QnJSVRWlpKUFAQpqamJCcnY29vT3BwMJ999hmrVq3CwMCAmJgYqqurMTMzIzo6moHpkv8wAAAgAElEQVQDB6JQKBg1ahSXLl1CqVSyceNGzM3N2b9/PzKZjI8++og1a9YwePBgIiMjKSsrw9zcnOjoaIYMGUJERAT6+vpcuXKFkpISoqOjOXz4MBcvXsTOzo6YmBgOHjxIQUEBkZGRABw4cIDCwkJWr16tMT21rKyMN998k5KSEgAiIyNxcHDoUErnsmXLuHnzJrW1tQQGBjJ37lygcUrLwMBATp8+jYGBAfHx8Vy/fp1PP/2UnJwcEhISiIuLIz4+XkoL1ZRIWltbi7+/PwkJCVhZWbFixQqcnZ0JCAhokS6akJBAeno6gwcPxtzcnNGjR0vnnpqaikqlYtiwYWzatAlDQ0MiIiIwNjYmLy+PW7dusXLlSjw8PCgtLdWYzCoIgiAIgtCTaV1HfeLEiWzfvh13d3cmTJiAp6cnL774IoGBgezatYvdu3dLnffq6mqsra0JDQ1FpVKhUCiIj4/H3NyczMxMtm7dSnR0NAC///67FG0fGRlJRkYG8+bNo3fv3oSEhACwZMkSfH198fPz49ChQ6xfv574+HgAKioqSEpK4tSpUyxZsoSUlBSsra3x9/cnPz8fLy8vZs2axcqVK5HL5aSlpbFu3ToKCgo0pqdu2LCBoKAgHB0dKSkpISQkhOPHj3copXPjxo2YmppSU1ODv78/06dPx8zMjOrqauzs7AgLC2PTpk0cOHCAZcuW4erqKnXMm6utrW0zkXTt2rWsXr2awMBAfvvtNwICAlpsm5eXR2ZmJunp6ajVavz8/KSO+rRp06T1t27dyqFDh1AoFACUlpayb98+rly5wtKlS/Hw8CAjI+OBklmb7MjbS3mN5hTZnkAu15WCTu5HzIUuCIIgCE8OreuoGxkZkZaWxoULF8jOziYsLIzXXnuN2bNnt1pXV1cXd3d3oHEe8cuXL/PKK68AUF9fz4ABA6R1vby8gMa5x5VKpcZx1rm5ucTFxQHg4+PD5s2bpWVTp06V7oj3798fGxsbAEaMGEFxcTG2trY4Oztz5swZrKysUKlU2NjYkJycrDE99dy5cy3GjSuVSpRKZYdSOpOTkzlx4gQAP//8M9euXcPMzAy5XM7UqVMBGDNmDJ9//nm7tS4qKmozkXTixIlkZWURFRWlMeDowoULuLm5ScOQXF1dpWUFBQW8++67VFZWUlVVhYuLi7TMzc1Nmobx9u3bAA+czNpELtdFru7csKenTVN0+P1Ymv0Bl2FOWhuV/LA6cl5txaw/KLlcl6vlN9h+6fEMCyuu+plnTS1anM/T+vvtrJ5Wh7au7Z5Wh7aIOogaNGleB7le1/5N6Gpa11GHxg74+PHjGT9+PCNHjiQ9PV1jR11fX18al97Q0IC1tTWpqaka96mjo9Pu6/tt0zQUR0dHp1UyaV1dHQBz5szh/fffx8rKSmpvW7Nf1tfXk5qaioGBQYv375fSmZ2dzblz50hNTcXQ0BCFQiGlfMrlcqnNzVNS29LezJz19fUUFhair69PeXk5zzzzTKt12qphREQE8fHxjBo1irS0NHJycqRlzWvX5EGTWZsobOaJ6Rk7OeXW0zhFV0froClm/WGoVGoa6hs6/K1GVxtqNBg787HS+Ygp2Br1xDpourZ7Yh00EXUQNWhybx1Ud7v2b0J7HmR6Rq3rqF+5cgWZTMazzz4LQH5+PkOGNH5Vb2RkRFVVlXR3ujlLS0vKysrIzc3F3t4elUrF1atXsba2BiAzMxNnZ2cuXLhAnz596NOnD0ZGRiiVSmkf9vb2HDt2DF9fX44ePYqDg0On2m5nZ8fNmzf5/vvv+eijj4DG9NRXX32V4OBgzMzMKC8vx9TUFBcXF/bs2cNf//pX6TxtbW2llE4bGxsuXrxIUVFRi456ZWUlJiYmGBoaUlhYyMWLF+/brqa63at5IumwYcNaJJLu2rWL4cOHs2LFCiIjI0lNTUUul0vbOjk5ERERwaJFi6irq+P06dPSWPmqqioGDBiASqXi6NGjUkJrW4qLixk0aBABAQFUV1fz3XffdaqjLgiPmwiREgRBELqD1nXUq6urWb9+PRUVFejq6jJs2DCioqIACAgIYOHChQwYMIDk5OQW2+np6bFt2zbWr19PZWUlarWaoKAgqaNuYmLCvHnzpIdJoXE4y/Llyzl16hRr1qzhjTfeIDIyksTEROlh0s6aMWMG+fn5mJiYAG2np77++utERUXh7e2NWq3G0dGRqKio+6Z0Tpo0if379+Pt7Y2lpSUvvHD/SHdPT0/WrFlDcnIy27Ztk95vK5G0qKiIgwcPcvDgQYyNjXFyciIhIYHly5dL244ePRpPT098fHwYOnRoiw81oaGhzJkzh6FDhzJy5EiNHxKay8nJeaBkVkEQBEEQhKdZj0gmVSgUhIeHM3bs2G4/1uLFiwkODmbChAndfiyhkUgmFV9nQs9NJr2XuB4a9cQ6iGTStok6iBo0EcmkPVRFRQXu7u7o6+uLTrogCIIgCILw0LRu6Et3uHeYTHfo27cvH3/8cbcfRxAEQRAEQegZ7ntH3dbWFh8fH2bNmoWfnx9ff/31Ax0oJSWF9PR0oHFWkKysLKBxWMqlS5ceaJ+PQlpamjRGXtvExcWRmJjYLfu+3++loqKCvXv3Sq9/+eWXFmPYBUEQBEEQhIdz3zvqBgYG0jza//3vf9myZQt79uzp9IHmz5/f+dY9QdRqtTRV5JPiYdpcUVFBSkoKf/nLXwAYNGhQiwdVBUEQBEEQhIfTqTHqSqWSvn37Ao1T8AUFBeHn54e3tzcnT56U1ktPT8fb21tK6oSO3f21t7eXfs7KyiIiIgKA48ePM3PmTGbNmiV1DJvLzs7mL3/5C3/729/w9PRk7dq11NfXo1ariYiIYObMmXh7e7Nr1y6uX7+On5+ftO3Vq1elOc+//fZb5s2bx6xZs/D395embiwtLSUkJITp06ezadOmFu197733mDNnDrm5uZw/fx5fX1+8vb1ZvXo1d+/eBeDtt9/G09MTb29vaUaTTz/9lDlz5uDr60twcLAU/lNVVcXq1avx9vbG29tbGk7zn//8Bz8/P2bNmkVQUJDUhh9//BGFQsFLL71EUlKS9P6yZcuYPXs2Xl5eLeaW72ibmxw8eFCaJQfgwIEDREdH884773D9+nV8fHyIjY3lxo0bzJw5E2j8ABAbGyudQ9PQI1dXV8rKygC4dOmSlFaak5ODj48PPj4++Pr6tpgyUxAEQRAEoae67x31mpoafHx8qK2t5datW+zevRtonNpv+/btGBsbU1ZWxty5c3nppZf48ccfSUhIICUlBXNzc8rLyx+6kfHx8SQmJjJo0CCNiaLQ2MnOzMxkyJAh/PWvf+WTTz7BwsKCX375hYyMDKDxLnDfvn0xNjaW5i1PS0vDz8+Pu3fvEhYWxtatW3n++edRKpVSGFF+fj7p6eno6enh4eGBQqFg8ODBVFdXY21tTWhoKLW1tUyfPp1du3ZhaWlJeHg4+/btw9fXlxMnTpCVlYWOjo7UfgcHBw4cOICOjg4HDx7kww8/lIKCjI2NOXr0KAC//fYbZWVlrFmzhj179vCHP/yhRU2LiopISkpCqVQyY8YM5s+fj1wuZ+PGjZiamlJTU4O/vz/Tp0/HzMysQ20ODg6W9u/l5SV94JLL5aSlpbFu3TqMjIwoKCiQvm25ceOGtE1qaio3btzg8OHD9OrV677XwI4dO1i7di0ODg5UVVWhr6/fqetjR95eyms0Xxc9gVyu+9jCdrRJR+twQ1mChfGQR9AiQRAEQXg4nRr6kpuby6pVq8jIyKChoYEtW7bw5ZdfIpPJ+OWXX7h9+zZffPEFHh4eUiiRqanpQzfS3t6eiIgIZsyYwbRp0zSu8/zzz/OHP/wBaOxcfvXVV0yYMIGffvqJf/zjH0yePFmKsp8zZw7//ve/Wb16NZmZmRw8eJCioiIGDBjA888/D4Cx8f+fPmfChAn06dMYLTt8+HCKi4sZPHgwurq6uLu7A40dZgsLCywtLQHw8/Nj7969LFiwAH19fV5//XWmTJnClClTALh58yZhYWHcunWLu3fvYmFhAcD58+fZsmWLdGwTExM+/fRTHB0dpfNrXtPJkyejp6eHubk55ubm/PrrrzzzzDMkJydz4sQJAH7++WeuXbuGmZlZh9rcvKPeu3dvnJ2dOXPmDFZWVqhUKmxsbFp0zO91/vx55s2bR69evVq1V5Nx48YRExODt7c306dPx8jIqN317yWX6yJXP1nDjrpaU3R4T9eROlia/QGXYU5dFhfdVmz746RNbXmcelod2roWe1od2iLqIGrQpHkd5Hra9394c52a9cXe3p47d+5QVlbG2bNnKSsrIy0tDblcjqurK7W1te3G0ndGbW2t9HNUVBTffPMNZ86cwdfXl/T0dMzMzFqsf2+cvY6ODiYmJhw5coTPPvuMffv2cfz4caKjo3F3d2f79u04OzszevRozMzM+OWXX1rto0nz2HtdXV3U6sa7dvr6+tIY77bOu1evXhw6dIjz589z7Ngx9uzZQ1JSEuvXryc4OJiXXnqJ7Oxs/vnPf0r7ubcdmt5rq211dXVkZ2dz7tw5UlNTMTQ0RKFQSPXsSJvvNWfOHN5//32srKykYULtaau9urq60jGb/34XLVrE5MmTOXv2LAEBAezcubNFGuv9KGzmiXnUxdy4na5DV9VMU2z74ySuh0Y9sQ6arsWeWAdNRB1EDZrcWwfV3Uf3f3i3z6NeWFiIWq3G1NSUyspK+vXrh1wu54svvqC4uBhovPuclZXFnTt3ADo19KV///4UFhZSX1/fYsz79evXsbOzIzQ0FDMzM27evNlq22+//ZaffvqJ+vp6jh8/joODA2VlZTQ0NODu7k5oaCjff/890NhZdXFx4a233pI6nlZWVpSWlvLtt98CjePx6+rqOtx2KysriouLuXbtGgBHjhzBycmJqqoqKisrmTx5MpGRkfzwww8AVFZWMmjQIABpNhyAiRMntnhY97fffsPe3p4vv/ySn376Cbh/TSsrKzExMcHQ0JDCwkIuXrzYqTbfy87Ojps3b5KRkSGNQzcyMmozcXTixIns379fql9Te4cOHUpeXh4An3zyibT+9evXsbGxYdGiRYwZM4aioqJ2z08QBEEQBKEn6PAYdWi8UxobG4uuri7e3t4sXbqU2bNnY2tri5WVFQDW1tYsWbIEhUKBTCbjueeeIyYmpkONee2111i8eDGDBw/G2tqa6upqADZt2sS1a9doaGjA2dmZUaNGtdr2hRde4J133uHy5cs4Ojoybdo0Ll++zOrVq6mvrwdgxYoV0vre3t588skn0nAYPT09tm7dyvr166mpqcHAwICdO3d2qN3Q2PmPjo4mNDQUtVrNmDFjmD9/PuXl5Sxbtky6g7x69WoAXn31VUJDQxk0aBB2dnbSUJKlS5cSFRXFzJkzkclkvPrqq0yfPp2oqCj+93//l/r6evr169du2yZNmsT+/fvx9vbG0tKSF154oVNt1mTGjBnk5+djYmICgJmZGePGjWPmzJn86U9/avGQ75w5c7h69SqzZs2iV69eBAQEsGDBAl599VVef/11/vWvf2FnZyetv3v3brKzs5HJZIwYMYJJkyZ1uO6CIAiCIAhPK52Grhqr8hhlZ2ezY8cO/vWvf3V4m8TERCorK/n73//ejS17eixevJjg4GCtTF399VelGPoivs58bHXQFNv+OInroVFPrIOma7En1kETUQdRgyb31iF2b2M+0Kq/jOv2Yz/I0JcekUx6r7/97W9cv35dmsFGaFtFRQVz5szBxsZGKzvpgiAIgiAIT6unoqM+fvx4xo8f3+H1t2/f3o2tebr07dtXmstdEARBEARBeHQ69TDpo5KQkICXlxfe3t74+PjwzTffALBr1y5+//33LjtOdnY2X3/9dZftT1udPHmSH3/8UXr93nvvce7cuQfa18KFCzXOZd+RQCtBEARBEASh47Tujnpubi5nzpzh8OHD6OnpUVZWhkqlAiApKYlZs2ZhaGjYaju1Wi1NO9hROTk59O7dm3Hjun9c0uN08uRJpkyZwogRIwAIDQ194H198MEHXdUsQRAEQRAEoR1a11G/desWZmZm0vzgTcFJSUlJlJaWEhQUhKmpKcnJydjb2xMcHMxnn33GqlWrMDAwICYmhurqaszMzIiOjmbgwIEoFApGjRrFpUuXUCqVbNy4EXNzc/bv349MJuOjjz5izZo1DB48mMjISMrKyjA3Nyc6OpohQ4YQERGBvr4+V65coaSkhOjoaA4fPszFixexs7MjJiaGgwcPUlBQQGRkJAAHDhygsLCQ1atXk56eTmJiIjo6OtjY2LB582bKysp48803KSkpASAyMhIHBwdycnLYsGED0DgX/J49e1qELwEsW7aMmzdvUltbS2BgIHPnzgUa57kPDAzk9OnTGBgYEB8fz/Xr1/n000/JyckhISGBuLg44uPjmTJlCh4eHpw/f57Y2Fhp1pd169ZRW1uLv78/CQkJWFlZsWLFCpydnQkICMDV1ZVDhw5hbm5OQkIC6enpDB48GHNzc0aPHi2de2pqKiqVimHDhrFp0yYMDQ2JiIjA2NiYvLw8bt26xcqVK/Hw8KC0tJSwsDCUSiVqtZq33noLR0fH7r/YBEEQBEEQtJjWddQnTpzI9u3bcXd3Z8KECXh6evLiiy8SGBjIrl272L17t9R5r66uxtramtDQUFQqFQqFgvj4eMzNzcnMzGTr1q1ER0cD8Pvvv7N//36+/PJLIiMjycjIYN68efTu3ZuQkBAAlixZgq+vL35+fhw6dIj169cTHx8PND5UmZSUxKlTp1iyZAkpKSlYW1vj7+9Pfn4+Xl5ezJo1i5UrVyKXy0lLS2PdunUUFBSQkJBASkoK5ubm0pziGzZsICgoCEdHR0pKSggJCeH48ePs2LGDtWvX4uDgQFVVFfr6+q1qtHHjRkxNTampqcHf35/p06djZmZGdXU1dnZ2hIWFsWnTJg4cOMCyZctwdXWVOubN1dbWEhERwa5du7C0tCQ8PJx9+/YRHBzM2rVrWb16NYGBgfz2228EBAS02DYvL4/MzEzS09NRq9X4+flJHfVp06ZJ62/dupVDhw6hUCgAKC0tZd++fVy5coWlS5fi4eFBRkYGLi4uLF26FLVa3enhTTvy9lJe03o4Tk8hl+tKQScPynHQC7gMde6iFgmCIAiC0BW0rqNuZGREWloaFy5cIDs7m7CwMF577TWNiZi6urq4u7sDUFRUxOXLl3nllVcAqK+vZ8CAAdK6Xl5eADg5OaFUKjWOs87NzSUuLg4AHx8fNm/eLC2bOnWqdEe8f//+2NjYADBixAiKi4uxtbXF2dmZM2fOYGVlhUqlwsbGhuTkZDw8PKQPF6ampgCcO3euxbhxpVKJUqlk3LhxxMTE4O3tzfTp0zEyMmrVzuTkZE6cOAHAzz//zLVr1zAzM0MulzN16lQAxowZw+eff95urYuKirCwsMDS0hIAPz8/9u7dS3BwMBMnTiQrK4uoqCiOHDnSatsLFy7g5uYmDUNydXWVlhUUFPDuu+9SWVlJVVWVNFc9gJubmzRf+u3btwEYO3YskZGR1NXV4ebmhq2tbbvtvpdcrotc3blhT0+bpujwB3G1/AbyMl38XpjWhS16PB5HBHRbse2Pkza15XHqaXVo61rsaXVoi6iDqEGT5nWQ62nf/+HNaV1HHRo74E0zuYwcOZL09HSNHXV9fX1pXHpDQwPW1takpqZq3Oe9kfaaIu7b26ZpKI6Ojo70M4BMJpMSOOfMmcP777+PlZWV1N62pqmvr68nNTUVAwODFu8vWrSIyZMnc/bsWQICAti5cyfDhw+XlmdnZ3Pu3DlSU1MxNDREoVBIYUpyuVxqs0wmQ61u/y5re1Po19fXU1hYiL6+PuXl5TzzzDOt1mmrhhEREcTHxzNq1CjS0tLIycmRljWvXRMnJyf27NnD2bNnCQ8PJyQkBF9f33bb3pzCZp6YR/0h5sZ99+v3UanUT/z8uo9rjmBNse2Pk5gruVFPrIOma7En1kETUQdRgyb31kF199H9H/4g86hr3awvV65c4erVq9Lr/Px8hgwZArQfW29paUlZWRm5ubkAqFQqCgoKpOWZmZlA453gPn360KdPn1b7s7e359ixYwAcPXoUBweHTrXdzs6OmzdvkpGRwcyZMwGYMGECWVlZ3LlzB0Aa+uLi4sKePXtanCfA9evXsbGxYdGiRYwZM4aioqIWx6isrMTExARDQ0MKCwu5ePHifdvVVt2srKwoLi7m2rVrABw5cgQnJyegcYad4cOHs2XLFiIjI6UHeps4OTlx4sQJampqUCqVnD59WlpWVVXFgAEDUKlUHD169L7tKy4upl+/fgQEBPDyyy/z3Xff3XcbQRAEQRCEp53W3VGvrq5m/fr1VFRUoKury7Bhw4iKigIgICCAhQsXMmDAAJKTk1tsp6enx7Zt21i/fj2VlZWo1WqCgoKwtrYGwMTEhHnz5kkPk0LjcJbly5dz6tQp1qxZwxtvvEFkZCSJiYnSw6SdNWPGDPLz8zExMQHA2tqaJUuWoFAokMlkPPfcc8TExPD6668TFRWFt7c3arUaR0dHoqKi2L17N9nZ2dLwkEmTJrXY/6RJk9i/fz/e3t5YWlrywgsv3LdNnp6erFmzhuTkZLZt2ya9r6+vT3R0NKGhodLDpPPnz6eoqIiDBw9y8OBBjI2NcXJyIiEhgeXLl0vbjh49Gk9PT3x8fBg6dGiLDzWhoaHMmTOHoUOHMnLkyDY/XDXJyckhMTGRXr160bt3b2JjYztUa0EQBEEQhKeZTkN74x+eEgqFgvDwcMaOHdvtx1q8eDHBwcEixfMR+vVXpRj68pBDX25UlmDRZ0gXturR68hDtd3x0Kym2PbHSXy93agn1kHTtdgT66CJqIOoQZN76xC7tzFPZ9Vfun+q7qdi6MuTqqKiAnd3d/T19UUnXRC00A1lCRd+uf9QMUEQBEHQFlo39AUak0kzMjKQyWTIZDKioqKws7Nj165dzJ07V2PgUXvuHSbTJDs7G7lc3iWBR3379uXjjz9+6P10h5MnT/Lss89KgUfvvfceTk5O/M///E+n97Vw4ULeeecd+vbt2+L9uLi4FlNdCk8Wiz5DtOaO8IO6392ipruNgiAIgvCk0LqOukgm7XoimVQQBEEQBOHJo3UddZFMKpJJRTKpIAiCIAiCFnbURTKpSCYVyaSd87DJpDeUJVgYP9kPkgqCIAjC00jrOuoimVQkk4pk0s57mGRSS7M/4DLMSWtT2TqjvXPorgRRkUyqvXpaHUQyaftEHUQNmohk0ockkklFMqlIJu24rppy60mftut+deiuBFGRTKqdemIdRDJp20QdRA2aPGnJpFrXUb9y5QoymYxnn30W0JxM2nR3urnmyaT29vaoVCquXr0qBR5lZmbi7OzcKplUqVRK+2hKJvX19X2oZNLvv/+ejz76CGhMJn311VcJDg7GzMyM8vJyTE1NpWTSv/71r9J52traSsmkNjY2XLx4kaKiohYd9e5KJh02bJjGZNIVK1YQGRlJamoqcrlc2tbJyYmIiAgWLVpEXV0dp0+flsbK35tMOmjQoHbbV1xczKBBgwgICKC6uprvvvuuUx11QeioG5UlXT77ixg6JAiCIHQXreuoi2RSkUwqkkmFJ4mF8RAcB93/36EgCIIgdJZIJu1iIpn00RPJpOLrTOj4POpP+nzx9yOuh0Y9sQ4imbRtog6iBk1EMmkPJZJJBUEQBEEQhK6kdUNfukNbyaRdSZuTSQVBEARBEIQnj1beUU9ISMDLywtvb298fHz45ptvgMYHHDs7x3Z7srOz+frrr7tsf9rq5MmTLaaCfO+99zh37twD7WvhwoUap7aMi4sjMTHxgdsoCIIgCIIgtKR1d9Rzc3M5c+YMhw8fRk9Pj7KyMlQqFdCYTjpr1ixp7u7m1Gq1NFVjR+Xk5NC7d2/Gjev+cUmP08mTJ5kyZQojRowAGh/2fFAffPBBVzVLEARBEARBaIfWddRv3bqFmZmZNN9201SMSUlJlJaWEhQUhKmpKcnJydjb2xMcHMxnn33GqlWrMDAwICYmhurqaszMzIiOjmbgwIEoFApGjRrFpUuXpFlfzM3N2b9/PzKZjI8++og1a9YwePBgIiMjKSsrk2Z9GTJkCBEREejr63PlyhVKSkqIjo7m8OHDXLx4ETs7O2JiYjh48CAFBQVERkYCcODAAQoLC1m9ejXp6ekkJiZKgUmbN2+mrKyMN998k5KSEgAiIyNxcHAgJyeHDRs2AI3zlO/Zswdj45YPHixbtoybN29SW1tLYGCgNC2ivb09gYGBnD59GgMDA+Lj47l+/TqffvopOTk5JCQkEBcXR3x8vJRUev78eWJjY6VZX9atW0dtbS3+/v4kJCRgZWXFihUrcHZ2JiAgAFdXVw4dOoS5uTkJCQmkp6czePBgzM3NpWTSAwcOkJqaikqlYtiwYWzatAlDQ0MiIiIwNjYmLy+PW7dusXLlSjw8PCgtLSUsLAylUolareatt97C0dGx+y82QRAEQRAELaZ1HfWJEyeyfft23N3dmTBhAp6enrz44osEBgaya9cudu/eLXXeq6ursba2JjQ0FJVKhUKhID4+HnNzczIzM9m6das0xeLvv//O/v37+fLLL4mMjCQjI4N58+bRu3dvQkJCAFiyZAm+vr74+flx6NAh1q9fT3x8PND4sGhSUhKnTp1iyZIlpKSkYG1tjb+/P/n5+Xh5eTFr1ixWrlyJXC4nLS2NdevWUVBQQEJCAikpKZibm1NeXg7Ahg0bCAoKwtHRkZKSEkJCQjh+/Dg7duxg7dq1ODg4UFVVhb6+fqsabdy4EVNTU2pqavD392f69OmYmZlRXV2NnZ0dYWFhbNq0iQMHDrBs2RKiyA0AACAASURBVDJcXV2ljnlztbW1REREsGvXLiwtLQkPD2ffvn0EBwezdu1aVq9eTWBgIL/99hsBAQEtts3LyyMzM5P09HTUajV+fn5SR33atGnS+lu3buXQoUMoFAoASktL2bdvH1euXGHp0qV4eHiQkZGBi4sLS5cuRa1Wd3p40468vZTXtB6O01PI5bpS0ElPdr86iPnOBUEQhCeN1nXUjYyMSEtL48KFC2RnZxMWFsZrr72mMZlUV1cXd3d3AIqKirh8+TKvvPIK0JisOWDAAGldLy8voDGoR6lUahxnnZubS1xcHAA+Pj5s3rxZWjZ16lTpjnj//v2xsbEBYMSIERQXF2Nra4uzszNnzpzBysoKlUqFjY0NycnJeHh4SB8uTE1NATh37lyLceNKpRKlUsm4ceOIiYnB29ub6dOnY2Rk1KqdycnJnDhxAoCff/6Za9euYWZmhlwuZ+rUqQCMGTOGzz//vN1aFxUVYWFhgaWlJQB+fn7s3buX4OBgJk6cSFZWFlFRURw5cqTVthcuXMDNzU0ahuTq6iotKygo4N1336WyspKqqipcXFykZW5ubtIc8bdv3wZg7NixREZGUldXh5ubG7a2tu22+15yuS5ydeeGPT1tmqLDe7r26mBp9gdchjlpbUx0V+oJ59gRPa0OTdf/vefd0+rQFlEHUYMmzesg19P870ZbaF1HHRo74OPHj2f8+PGMHDmS9PR0jR11fX19aVx6Q0MD1tbWpKamatznvXH3976+3zZNQ3F0dHSknwFkMhl1dXUAzJkzh/fffx8rKyupvW1NU19fX09qaioGBgYt3l+0aBGTJ0/m7NmzBAQEsHPnzhbJpNnZ2Zw7d47U1FQMDQ1RKBTU1tYCIJfLpTbLZDLU6vbvsrY3hX59fT2FhYXo6+tTXl7OM88802qdtmoYERFBfHw8o0aNIi0tjZycHGlZ89o1cXJyYs+ePZw9e5bw8HBCQkI6lUyqsJkn5lEXc+N2uA5Pe63E9dCoJ9ah6Rul5ufdE+ugiaiDqEGTe+ugutv63013eSrmUb9y5QpXr16VXufn5zNkSOPX1UZGRm2mXP6/9u4/rua7/+P4o3NUolB+NDEUScZaI+byY2gj6TiF/I6umR9zbZq5hmUNzVRzsa/f2641Epefo0aWaxjmMvmxzJBrlsgiofat/KicPt8/ztX5aoVjl3M6q9f9dnO7dc75nM/ndZ5OvM7nvD/vt6urK7m5uaSmpgJQUlLC+fPnDY/v2rUL0J8JdnBwwMHBocL+vL29SUpKAmDHjh3lVts0hpeXF9nZ2ezcuZOAgAAAunXrRnJyMnl5eQCGoS89evRg3bp15V4nQGZmJh4eHkycOJEOHTqQkZFR7hgFBQXUr18fOzs70tPTOXny5CPrelBubm5uZGVlcenSJQASExPx8fEB9DPstG7dmsWLFxMeHm64oLeMj48PX3/9NXfv3qWwsJBvvvnG8NitW7do3LgxJSUl7Nix45H1ZWVl0bBhQ4YNG8aQIUM4c+bMI58jhBBCCFHdWdwZ9du3bzN//nzy8/NRq9W0bNmSyMhIAIYNG8aECRNo3LhxhbnRbWxsWLp0KfPnz6egoACdTse4ceNwd3cHoH79+owYMcJwMSnoh7NMnTqVvXv3EhERwbvvvkt4eDixsbGGi0kf14ABA0hLS6N+/foAuLu7M3nyZEJCQlCpVLRv357o6Ghmz55NZGQkGo0GnU5H586diYyMJC4ujpSUFMPwkF69epXbf69evdi4cSMajQZXV1eee+7RS5f7+/sTERFBfHw8S5cuNdxva2tLVFQUYWFhhotJR44cSUZGBlu2bGHLli3Y29vj4+PDqlWrmDp1quG5zzzzDP7+/mi1Wpo1a1buQ01YWBjBwcE0a9aMtm3bPvDDVZmjR48SGxtLrVq1qFOnDjExMUZlLYQQQghRnVkpDxv/UE2EhIQwY8YMOnbsaPJjTZo0idDQUFmd1Ixu3iyUoS/ydabk8B+Sg15NzOF/vv8YgDefn2y4rybmUBnJQTIo89scYtbr19OZOdr0U3VXi6Evf1T5+fn0798fW1tbadKFEEIIIcR/zeKGvpjCb4fJmEK9evXYvXu3yY8jhBBCCCFqBjmjLszi7t27jBkzhtOnTzN8+HAGDhyIRqMxXOQLMG3atHIXEgshhBBC1GTSqAuz+OKLL3j55ZepW7cuMTExJCUl8dlnn7FgwQLDnPYjR47ks88+q+JKhRBCCCEsgzTqwix27NiBr68vrq6utGrVCgBnZ2ecnJzIzc0FoHPnzhw+fNgwL70QQgghRE1WI8aoi6pVXFzM5cuXad68ebn7T506RUlJCS1atAD0izS1bNmSc+fO0aFDB6P3//np9fx6t+JKszWFtbXasNBJTSY56EkOejUxh18Kr9Dc3qWqyxBCPEHSqAuTy8vLw8Gh/NK8OTk5vP3228TExKBS/f8XO05OTuTk5DzW/q2t1VjrHrx0fE1QtnR4TSc56EkOejUtB1fHp+nR0qfCUuiWujS6uUkOkkGZ+3OwtlFXuM+SSKMuTK527doUFxcbbhcWFjJp0iTefPPNCgs2FRcXU7t27cfaf4jHCJlHXebGlRz+Q3LQq8k53P+6a3IO95McJIMyv82hpFj/zZs5svk986hLoy5Mrn79+uh0OoqKirCysuIvf/kLWq2WAQMGVNj24sWLtGnTpgqqFEIIIYSwLNKoC7Po3r07J06c4Pr16xw/fpxff/2V7du3AxAdHY2npyc3btzA1taWJk2aVHG1QgghhBBVTxp1YRZjxoxh9erVLFy4EK1WW+k2O3fuZPjw4WauTAghhBDCMsn0jMIs2rdvT9euXdHpHjwLg4ODA0FBQWasSgghhBDCcllko75q1SrDypVarZYffvgBgDVr1nDnzp0ndpyUlBS+//77J7Y/S7Vnzx5+/vlnw+0lS5Zw+PBhAPr27WuYx/x+GzZsICEh4aH73bZtG9euXTPcnj17drnj/NbQoUNRqx88C8OQIUOoVUu+5BFCCCGEAAsc+pKamsr+/fvZvn07NjY25ObmUlJSAsDatWsZNGgQdnZ2FZ6n0+ke2gRW5ujRo9SpU4fnn3/+idRuqfbs2UPv3r0NF2mGhYU98jkjR4585Dbbt2/H3d0dZ2dnAD744IP/rlAhhBBCCGFgcY369evXcXR0xMbGBtDPqw36Jj0nJ4dx48bRoEED4uPj8fb2JjQ0lEOHDjFz5kxq165NdHQ0t2/fxtHRkaioKJo0aUJISAjt2rXjxx9/pLCwkAULFuDk5MTGjRtRqVR8+eWXRERE0LRpU8LDw8nNzcXJyYmoqChcXFyYNWsWtra2XLhwgStXrhAVFcX27ds5efIkXl5eREdHs2XLFs6fP094eDgAmzdvJj09nXfeeYeEhARiY2OxsrLCw8ODhQsXkpuby5w5c7hy5QoA4eHhdOrUiaNHjxoaXisrK9atW4e9ffmpfKZMmUJ2djZFRUWMHTvWMK7b29ubsWPH8s0331C7dm1WrlxJZmYm+/bt4+jRo6xatYply5axcuVKevfujZ+fHwCxsbGkpKQAsGjRIlq2bMmyZcuoU6cO48ePJy0tjTlz5nDnzh1atGjBggUL+O677zh9+jR//etfqV27Nps2bWLChAnMmDGDjh07cvDgQT766CN0Oh2Ojo7ExcWV2ydAQEAAH3/8MU5OTrz55ptkZ2dTWlrKlClT8Pf3N+XbTAghhBDC4llco969e3dWrFhB//796datG/7+/nTp0oWxY8eyZs0a4uLiDM377du3cXd3JywsjJKSEkJCQli5ciVOTk7s2rWLjz76iKioKADu3LnDxo0bOXbsGOHh4ezcuZMRI0aUaxwnT55MYGAgQUFBbN26lfnz57Ny5UoA8vPzWbt2LXv37mXy5Mls2LABd3d3hg4dSlpaGgMHDmTQoEG8/fbbWFtbs23bNubNm8f58+dZtWoVGzZswMnJiV9//RXQn30eN24cnTt35sqVK4wfP56vvvqKzz//nPfee49OnTpx69YtbG1tK2S0YMECGjRowN27dxk6dCj9+vXD0dGR27dv4+XlxbRp0/jwww/ZvHkzU6ZMoW/fvuUa89+yt7dn69atJCQksGDBAj755JNyj8+YMYOIiAi6dOnCkiVLWL58ObNnz2b9+vWGxvx+ubm5REREsG7dOp5++mnDa36Qb7/9liZNmvDpp58CUFDweHOZfpx4mrz8osd6TnVibaM2zANbk0kOepKDnuSgJznoPSqHrs840/u5ZmasSAjjWFyjXrduXbZt28bx48dJSUlh2rRpTJ8+ncGDB1fYVq1W079/fwAyMjL46aef+POf/wxAaWkpjRs3Nmw7cOBAAHx8fCgsLCQ/v+KS86mpqSxbtgwArVbLwoULDY/16dPHcEa8UaNGeHh4ANCmTRuysrLw9PTkhRdeYP/+/bi5uVFSUoKHhwfx8fH4+fkZPlw0aNAAgMOHD5cbz11YWEhhYSHPP/880dHRaDQa+vXrR926dSvUGR8fz9dffw3A1atXuXTpEo6OjlhbW9OnTx8AOnTowL/+9S+jMg8ICDBkVPbBpkxBQQEFBQV06dIFgKCgoEcOnTl58iSdO3fm6aefLveaH6Rt27bExMSwcOFC+vTpQ+fOnY2qu0wta7VhZbGaqqa//jKSg57koCc56EkOeg/KISPrf7E+ryb45XZmrsj8LHX1TXOTlUn/S2q1mq5du9K1a1fatm1LQkJCpY26ra2tYVy6oii4u7uzadOmSvdpZWX10NuPek7ZUBwrKyvDzwAqlYp79+4BEBwczMcff4ybm5uhXkWpfMXM0tJSNm3aVGEVzokTJ/Liiy9y4MABhg0bxurVq2ndurXh8ZSUFA4fPsymTZuws7MjJCSEoiL92WRra2tDzSqV6qEzrJiSoiiV5qtWqyktLTXcLqvb1dWVbdu2ceDAARYtWkT37t15/fXXjT7eq/6esjKprDYnOfyH5KAnOehJDnoPyyFm/feUFOuqfU7yXtD7o61ManGzvly4cIGLFy8abqelpeHi4gLoz7bfunWr0ue5urqSm5tLamoqACUlJZw/f97w+K5duwA4fvw4Dg4OODg4VNift7c3SUlJAOzYsYNOnTo9Vu1eXl5kZ2ezc+dOw1nqbt26kZycTF5eHoBhGEiPHj1Yt25dudcJkJmZiYeHBxMnTqRDhw5kZGSUO0ZBQQH169fHzs6O9PR0Tp48+ci6HpYbwFdffQXoM/L29i73mIODA/Xq1eP48eMAJCYm4uPj89D9ent7c+zYMS5fvlzuNTdr1oyzZ88CcObMGX755RcArl27hp2dHVqtlvHjxxu2EUIIIYSoySzujPrt27eZP38++fn5qNVqWrZsSWRkJADDhg1jwoQJNG7cmPj4+HLPs7GxYenSpcyfP5+CggJ0Oh3jxo3D3d0d0C9jP2LECMPFpKAfzjJ16lT27t1LREQE7777LuHh4cTGxhouJn1cAwYMIC0tjfr16wPg7u7O5MmTCQkJQaVS0b59e6Kjo5k9ezaRkZFoNBp0Oh2dO3cmMjKSuLg4UlJSUKlUtGnThl69epXbf69evdi4cSMajQZXV1eee+65R9bk7+9PREQE8fHxLF26tMLjxcXFBAcHU1payuLFiys8HhMTY7iY9OmnnzbkEhQUxJw5cwwXk5ZxcnIiMjKSN954g9LSUho2bMjq1avp378/iYmJaLVaOnbsSKtWrQD46aef+PDDD1GpVNSqVYu5c+caG7cQQgghRLVlpTxobEY1EhISUulFj6YwadIkQkND6datm8mPJfRu3iyUoS/ydabk8B+Sg57koCc56D1q6AvAzNHVe6pmeS/o/TYHc/79/56hLxZ3Rv2PKj8/n+DgYDw8PKRJF0IIIf5AMnMKDA1bdSUzAOn9NofMnEJaNHm85tmcakSj/tthMqZQr149du/ebfLjCCGEEEKIJ6NFE3u6PuNc1WU8kEU16p6enrRt2xZFUVCr1URERPyuVUM3bNiAnZ0dgYGBzJo1yzCHuDmHwDwJEyZMYNGiRdSrVw9vb29SU1O5du0aH3zwQaVjzS3RkiVL8PHx4U9/+lNVlyKEEEJUqkUTBxn6UkP80XKwqEa9du3aJCYmAvpFcBYvXlxuZhRjjRw58kmXViX+/ve/V7jP2dm5ypp0nU5nmA7TWI+ac10IIYQQQlTO4qZnLFNYWEi9evUAuHXrFuPGjSMoKAiNRsOePXsM2yUkJKDRaAyrggIsW7aM2NjYh+7//mkIk5OTmTVrFqCfqjAgIIBBgwYxevToCs9LSUlhzJgxhIWF0b9/f/72t7/x5ZdfMnToUDQaDZmZmQDs27eP4OBgAgMDCQ0N5caNGwAcPXoUrVaLVqslMDCQwsJCcnJyGD16NFqtloCAAMNUiH379iU3N7fc8X/55RfD1I9FRUW88847aDQaAgMDOXLkiGGbUaNGERQURFBQEN9//72h9pCQEKZOnYqfnx/Tp083zPP+3XffERgYiEaj4Z133qG4uNhQw/Llyxk5ciTJyclkZmYyfvx4Bg8ezKhRo0hPTwfgtddeIyEhAYCNGzcyffp0AGbNmkVycnKF1/Pjjz8SEhLywEyEEEIIIWo6izqjfvfuXbRaLUVFRVy/fp24uDhAv7DRihUrsLe3Jzc3l+HDh+Pr68vPP//MqlWr2LBhA05OTo9cqt4YK1euJDY2Fmdn50pXLwU4d+4cu3btokGDBvj6+hIcHMzWrVuJi4sjPj6e2bNn06lTJzZv3oyVlRVbtmzhs88+Y9asWXz++ee89957dOrUiVu3bmFra8vmzZvp0aMHr732Gjqdjjt37hhV6/r16wH9nO/p6emMHz+e3bt3G6ZDtLW15eLFi7z11lts27YNgLNnz5KUlESTJk0YOXIkJ06coGPHjsyaNYs1a9bg6urKjBkz+Mc//kFoaKgh/w0bNgAwbtw45s2bR6tWrfjhhx+YN28ea9eu5f3332fkyJE0b96c1atXP3DhqcpUlsnj+DjxNHn5RY/1nOpELhDSkxz0JAc9yUFPctB7WA6WfjGhqNksqlG/f+hLamoqM2fOZOfOnSiKwuLFizl27BgqlYpr165x48YNjhw5gp+fH05OTsCjl6o3hre3N7NmzWLAgAG8/PLLlW7TsWNHmjRpAkCLFi3o3r07AG3btiUlJQWA7Oxspk2bxvXr1ykuLqZ58+YAPP/880RHR6PRaOjXrx9169alY8eOhIeHc+/ePV566SU8PT2NqvXEiROMGTMGgNatW+Pi4kJGRgbNmjUjMjKSc+fOoVKpyi0g9eyzz/LUU08B0K5dO7KysrC3t6d58+a4uroC+vnR169fb2jU/f39Af03G6mpqeWGs5SdeW/UqBFTp05l7NixLF++/LH+LirL5HHUslbX+CWya/rrLyM56EkOepKDnuSg96AcWjevz4vezS12CfknqSa8RmP8kXKwqEb9ft7e3uTl5ZGbm8uBAwfIzc1l27ZtWFtb07dvX4qKinhSU8CXLWUPEBkZyQ8//MD+/fsJDAwkISEBR0fHctvb2NgYflapVIbbKpUKnU7/iX3+/PmEhobi6+tLSkoKy5cvB2DixIm8+OKLHDhwgGHDhrF69Wp8fHxYt24dBw4cYMaMGYwfP57AwMBH1v2g179mzRoaNWpEYmIipaWlPPvss5XWrlar0el0j8zRzs7OcLx69eoZPkz91k8//USDBg3Iycmp9HG1Wm041v2ZV5ZJ69atH1rT/V7195R51P9AF8aYiuSgJznoSQ56koOeMTlU95zkvaBXlTn8nnnULXaMenp6OjqdjgYNGlBQUEDDhg2xtrbmyJEjZGVlAdCtWzeSk5PJy8sDeKyhL40aNSI9PZ3S0tJyY94zMzPx8vIiLCwMR0dHsrOzf1f9BQUFODvrp/spG7tdtn8PDw8mTpxIhw4dyMjIICsri4YNGzJs2DCGDBnCmTNnjDqGj48PO3bsACAjI4OrV6/i5uZGQUEBjRs3RqVSkZiYaPjw8CBubm5kZWVx6dIlABITE/Hx8amwXdmZ96+++grQN+7nzp0D4NSpUxw8eJDt27fz+eefc/ny5QrPb9asGadPnwbgn//850MzEUIIIYSo6SzqjHrZGHXQN4ExMTGo1Wo0Gg2vvfYagwcPxtPTEzc3NwDc3d2ZPHkyISEhqFQq2rdvT3R0tFHHmj59OpMmTaJp06a4u7tz+/ZtAD788EMuXbqEoii88MILtGvX7ne9ltdff52wsDCcnZ3x8vLil19+ASAuLo6UlBRUKhVt2rShV69eJCUlERsbS61atahTpw4xMTFGHWPUqFHMmTMHjUaDWq0mKioKGxsbRo0axRtvvEFycjJdu3alTp06D92Pra0tUVFRhIWFodPp6NChwwNnzlm4cCFz585l1apV3Lt3D39/f9zc3Hj33XeJiorC2dmZmTNnEh4eztq1aytkMnv2bD755BO8vLwM91eWiRBCCCFETWelPKnxI0JUkby8WzV66EvDhvbcvCkz5UgOepKDnuSgJznoSQ6SQZmqzEGlssLR8fGuw5NGXQghhBBCCAtksWPUhRBCCCGEqMmkURdCCCGEEMICSaMuhBBCCCGEBZJGXQghhBBCCAskjboQQgghhBAWSBp1IYQQQgghLJA06kIIIYQQQlggadSFEEIIIYSwQNKoCyGEEEIIYYGkURcWLyMjg+HDh9O/f3+GDx/OxYsXK2yj0+mYN28eL730Ei+//DJbtmwxf6EmZEwGhw4dYvDgwXTo0IGYmBjzF2kGxuSwYsUKBg4cyKBBgxg8eDDffvut+Qs1MWNy+OKLL9BoNGi1WjQaDWvXrjV/oSZmTA5lLly4gJeXV7X83TAmh2XLltGtWze0Wi1arZZ58+aZv1ATM/b9sGvXLjQaDQEBAWg0Gm7cuGHeQk3ImAxmzJhheB9otVratWvH3r17zV+sCRmTw82bN5k4cSIajQY/Pz/mzp3LvXv3zF/soyhCWLiQkBAlISFBURRFSUhIUEJCQipss337duWVV15RdDqdcvPmTaVnz57K5cuXzV2qyRiTwcWLF5UzZ84oixcvVqKjo81dolkYk8PBgweV27dvK4qiKGlpaUqnTp2UO3fumLVOUzMmh4KCAqW0tNTwc+/evZW0tDSz1mlqxuSgKIpy7949ZcyYMcpbb71VLX83jMlh6dKl1fK138+YHE6dOqUMGDBAycnJURRFUfLz85W7d++atU5TMvZ3okxaWprSpUsXpaioyBzlmY0xOcyfP9/wO1FcXKwMHTpUSUpKMmudxpAz6sKi3bx5k7NnzxIQEABAQEAAZ8+eJTc3t9x2u3btIjg4GJVKhZOTEy+99BLJyclVUfITZ2wGLVu2pH379tSqVasqyjQ5Y3Po2bMndnZ2AHh4eKAoCr/++qvZ6zUVY3Owt7fHysoKgLt371JSUmK4XR0YmwPAp59+Su/evWnVqpWZqzS9x8mhOjM2hzVr1vDKK6/QuHFjABwcHLC1tTV7vabwe94LW7duRaPRYGNjY64yTc7YHKysrLh16xalpaUUFxdTUlKCs7NzVZT8UNKoC4t29epVnJ2dUavVAKjVapo0acLVq1crbOfi4mK43bRpU7Kzs81aq6kYm0F193tySEhIoEWLFjz11FPmKtPkHieHvXv3MnDgQPr06cOrr76Kh4eHucs1GWNzOHfuHIcOHSI0NLQKqjS9x3k/JCUlodFoeOWVV0hNTTV3qSZlbA7p6elcvnyZ0aNHExQUxMqVK1EUpSpKfuIe99/I4uJiduzYwZAhQ8xZpskZm8OUKVPIyMigR48ehj+dOnWqipIfShp1IUS1dPToUZYsWcKiRYuqupQq4+vrS1JSErt37yYxMZELFy5UdUlmVVJSQkREBPPmzTP8p11TjRgxgr1797Jjxw7Gjx/PlClTyMvLq+qyzE6n0/Hvf/+b1atXEx8fz8GDB0lMTKzqsqrEnj17cHFxwdPTs6pLqRLJycl4eHhw6NAhDh48yPHjxy3ym3hp1IVFa9q0KdeuXUOn0wH6f2RzcnJo2rRphe2uXLliuH316tVqcxbV2Ayqu8fJITU1lbfffpsVK1bg5uZm7lJN6ve8H1xcXOjYsSP79+83U5WmZ0wO169fJzMzk4kTJ9K3b1/i4uLYvHkzERERVVX2E2fs+6Fx48ZYW1sD0L17d5o2bcr58+fNXq+pGJuDi4sLfn5+2NjYYG9vj6+vL6dOnaqKkp+4x/234Ysvvqh2Z9PB+BzWrVvHoEGDUKlUODg40LdvX1JSUqqi5IeSRl1YtIYNG+Lp6cnOnTsB2LlzJ56enjg5OZXbzs/Pjy1btlBaWkpubi579uyhf//+VVHyE2dsBtWdsTmcOnWKadOmsXTpUp555pmqKNWkjM0hPT3d8HNubi4pKSm0bdvWrLWakjE5uLi4kJKSwr59+9i3bx/jxo1j2LBhvP/++1VV9hNn7Pvh2rVrhp/T0tLIysrC1dXVrLWakrE5BAQEcOjQIRRFoaSkhCNHjtCuXbuqKPmJe5z/K7Kzszlx4oRhHHd1YmwOzZs35+DBg4B+GNB3332Hu7u72et9pCq+mFWIR/r555+VoUOHKv369VOGDh2qpKenK4qiKK+++qpy6tQpRVH0szq89957iq+vr+Lr66ts3LixKkt+4ozJ4NixY0rPnj0Vb29v5bnnnlN69uypHDx4sCrLfuKMyWHw4MFK165dlUGDBhn+nDt3rirLfuKMyeGDDz5Q/P39lUGDBikajUZZu3ZtVZZsEsbkcL/qOvOJMTnMmDFDGThwoKLRaJTBgwcr+/fvr8qSTcKYHHQ6nbJgwQLFz89P8ff3VxYsWKDodLqqLPuJMvZ3YuXKlcqbb75ZVWWanDE5XLp0SQkNDVUCAgKUAQMGKHPnzlVK90Vg6AAAAGxJREFUSkqqsuxKWSlKNbmKQgghhBBCiGpEhr4IIYQQQghhgaRRF0IIIYQQwgJJoy6EEEIIIYQFkkZdCCGEEEIICySNuhBCCCGEEBZIGnUhhBBCCCEskDTqQgghhBBCWCBp1IUQQgghhLBA/weDOdG1yKOkUQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 720x4248 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "linked = linkage(X,method=\"complete\", metric=\"correlation\")\n",
    "\n",
    "fig=plt.figure(figsize=(10, 59)) \n",
    "ax1 = fig.add_subplot(111)\n",
    "\n",
    "htree = dendrogram(linked,  \n",
    "            ax=ax1,\n",
    "            orientation='right',\n",
    "            p=300,\n",
    "            truncate_mode='lastp',\n",
    "            leaf_font_size = 10,\n",
    "            labels=labelList,\n",
    "            distance_sort='descending',\n",
    "            show_contracted=True,       \n",
    "            show_leaf_counts=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "def log_scale(X):\n",
    "    x=np.asarray(X);e=1e-6\n",
    "    return np.log10(x+np.abs(x.min())+e) \n",
    "\n",
    "\n",
    "x=np.asarray(data.items)\n",
    "bad_fastas = np.where(np.mean(x,axis=1) == 0.)[0]\n",
    "X = np.delete(x, bad_fastas,0)\n",
    "labelList=[\" \".join(i.split()[1:3]) for i in data.descriptions]\n",
    "labelList=np.delete(np.asarray(labelList), bad_fastas)\n",
    "vocab=list(np.unique(labelList))\n",
    "y=[vocab.index(x) for x in labelList]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 2min 21s, sys: 498 ms, total: 2min 22s\n",
      "Wall time: 2min 21s\n"
     ]
    }
   ],
   "source": [
    "tsne = manifold.TSNE(n_components=3, init='pca', perplexity=50, metric=\"correlation\",random_state=0)\n",
    "%time X3 = tsne.fit_transform(log_scale(X))\n",
    "\n",
    "genus = [i.split()[0] for i in labelList]\n",
    "genus_vocab=list(np.unique(genus))\n",
    "y=[genus_vocab.index(x) for x in genus]\n",
    "genus_vocab\n",
    "\n",
    "X3_df = pd.DataFrame(data=X3, columns=[\"pc1\",'pc2','pc3'], index=labelList)\n",
    "\n",
    "X3_df[\"genus\"]=genus\n",
    "X3_df[\"y\"]=y\n",
    "\n",
    "genus_df=X3_df.groupby(\"genus\").agg({\"pc1\": list, \"pc2\":list,\"pc3\":list,\"y\":np.mean})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/serge/.local/lib/python3.6/site-packages/IPython/core/display.py:689: UserWarning:\n",
      "\n",
      "Consider using IPython.display.IFrame instead\n",
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<iframe id=\"igraph\" scrolling=\"no\" style=\"border:none;\" seamless=\"seamless\" src=\"https://plot.ly/~sergeman/18.embed\" height=\"1299px\" width=\"1299px\"></iframe>"
      ],
      "text/plain": [
       "<plotly.tools.PlotlyDisplay object>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data=[]\n",
    "for g in genus_df.index:\n",
    "    trace  = go.Scatter3d(\n",
    "        name = str(g),\n",
    "        x=genus_df.loc[g,\"pc1\"],\n",
    "        y=genus_df.loc[g,\"pc2\"],\n",
    "        z=genus_df.loc[g,\"pc3\"],\n",
    "        mode='markers',\n",
    "        marker=dict(\n",
    "            size=8,\n",
    "            color=genus_df.loc[g,\"y\"],                # set color to an array/list of desired values\n",
    "            colorscale='Jet',           # choose a colorscale\n",
    "            opacity=0.5)\n",
    "    )\n",
    "\n",
    "    data.append(trace)\n",
    "    \n",
    "\n",
    "layout = go.Layout(\n",
    "    width=1299,\n",
    "    height=1299,\n",
    "    margin=dict(\n",
    "        l=0,\n",
    "        r=0,\n",
    "        b=0,\n",
    "        t=0\n",
    "    )\n",
    ")\n",
    "fig = go.Figure(data=data, layout=layout)\n",
    "py.iplot(fig, filename='correlation distance 11-mer embedding ncbi-genomes-2019-04-07')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>count</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>genus</th>\n",
       "      <th>species</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"11\" valign=\"top\">Bacillus</th>\n",
       "      <th>cereus</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coahuilensis</th>\n",
       "      <td>138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>eiseniae</th>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>krulwichiae</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mannanilyticus</th>\n",
       "      <td>108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massilioanorexius</th>\n",
       "      <td>120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>panaciterrae</th>\n",
       "      <td>189</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychrosaccharolyticus</th>\n",
       "      <td>265</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>solani</th>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>subterraneus</th>\n",
       "      <td>208</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>vallismortis</th>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">Clostridium</th>\n",
       "      <th>aceticum</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>amylolyticum</th>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butyricum</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>chauvoei</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>haemolyticum</th>\n",
       "      <td>234</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"7\" valign=\"top\">Corynebacterium</th>\n",
       "      <th>accolens</th>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>atypicum</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doosanense</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>genitalium</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>glucuronolyticum</th>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>imitans</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>timonense</th>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Enterobacter</th>\n",
       "      <th>aerogenes</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"3\" valign=\"top\">Escherichia</th>\n",
       "      <th>albertii</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fergusonii</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marmotae</th>\n",
       "      <td>130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"3\" valign=\"top\">Klebsiella</th>\n",
       "      <th>oxytoca</th>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>quasipneumoniae</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>variicola</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"3\" valign=\"top\">Shigella</th>\n",
       "      <th>boydii</th>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dysenteriae</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sonnei</th>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Staphylococcus</th>\n",
       "      <th>agnetis</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aureus</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hyicus</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>intermedius</th>\n",
       "      <td>286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>warneri</th>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>xylosus</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">Stenotrophomonas</th>\n",
       "      <th>acidaminiphila</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ginsengisoli</th>\n",
       "      <td>99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>koreensis</th>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pavanii</th>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>rhizophila</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">Streptococcus</th>\n",
       "      <th>acidominimus</th>\n",
       "      <td>111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>azizii</th>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>entericus</th>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>himalayensis</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>minor</th>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>oralis</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">Streptomyces</th>\n",
       "      <th>albidoflavus</th>\n",
       "      <td>115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ambofaciens</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>antibioticus</th>\n",
       "      <td>343</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>antioxidans</th>\n",
       "      <td>282</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>filamentosus</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">Vibrio</th>\n",
       "      <th>aerogenes</th>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>celticus</th>\n",
       "      <td>196</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>europaeus</th>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ruber</th>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>xiamenensis</th>\n",
       "      <td>82</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>88 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                         count\n",
       "genus            species                      \n",
       "Bacillus         cereus                      2\n",
       "                 coahuilensis              138\n",
       "                 eiseniae                    9\n",
       "                 krulwichiae                 1\n",
       "                 mannanilyticus            108\n",
       "                 massilioanorexius         120\n",
       "                 panaciterrae              189\n",
       "                 psychrosaccharolyticus    265\n",
       "                 solani                     12\n",
       "                 subterraneus              208\n",
       "                 vallismortis               80\n",
       "Clostridium      aceticum                    2\n",
       "                 amylolyticum               20\n",
       "                 butyricum                   2\n",
       "                 chauvoei                    1\n",
       "                 haemolyticum              234\n",
       "Corynebacterium  accolens                   38\n",
       "                 atypicum                    2\n",
       "                 doosanense                  2\n",
       "                 genitalium                  1\n",
       "                 glucuronolyticum           41\n",
       "                 imitans                     1\n",
       "                 timonense                  18\n",
       "Enterobacter     aerogenes                   1\n",
       "Escherichia      albertii                    1\n",
       "                 fergusonii                  2\n",
       "                 marmotae                  130\n",
       "Klebsiella       oxytoca                    12\n",
       "                 quasipneumoniae             3\n",
       "                 variicola                   1\n",
       "...                                        ...\n",
       "Shigella         boydii                      6\n",
       "                 dysenteriae                 3\n",
       "                 sonnei                      5\n",
       "Staphylococcus   agnetis                     2\n",
       "                 aureus                      1\n",
       "                 hyicus                      1\n",
       "                 intermedius               286\n",
       "                 warneri                     9\n",
       "                 xylosus                     2\n",
       "Stenotrophomonas acidaminiphila              1\n",
       "                 ginsengisoli               99\n",
       "                 koreensis                  58\n",
       "                 pavanii                    17\n",
       "                 rhizophila                  1\n",
       "Streptococcus    acidominimus              111\n",
       "                 azizii                     43\n",
       "                 entericus                  33\n",
       "                 himalayensis                1\n",
       "                 minor                      33\n",
       "                 oralis                      1\n",
       "Streptomyces     albidoflavus              115\n",
       "                 ambofaciens                 2\n",
       "                 antibioticus              343\n",
       "                 antioxidans               282\n",
       "                 filamentosus                1\n",
       "Vibrio           aerogenes                  77\n",
       "                 celticus                  196\n",
       "                 europaeus                  10\n",
       "                 ruber                     103\n",
       "                 xiamenensis                82\n",
       "\n",
       "[88 rows x 1 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_fastas = sequence.Dna2VecList.from_folder(\"/data/genomes/GenSeq_fastas/train\").descriptions\n",
    "inventory = pd.DataFrame(data=[l.split()[1:3] for l in all_fastas], columns=[\"genus\",\"species\" ]).groupby([\"genus\", \"species\"]).agg({\"species\": \"count\"})\n",
    "inventory.columns=[\"count\"]\n",
    "inventory"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "counts = inventory.reset_index().groupby(\"genus\").agg({\"count\", sum}).drop((\"species\"), axis=1)\n",
    "counts.columns=[\"species\",\"sequences\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>species</th>\n",
       "      <th>sequences</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>genus</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Bacillus</th>\n",
       "      <td>11</td>\n",
       "      <td>1132</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptomyces</th>\n",
       "      <td>5</td>\n",
       "      <td>743</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vibrio</th>\n",
       "      <td>5</td>\n",
       "      <td>468</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rhizobium</th>\n",
       "      <td>6</td>\n",
       "      <td>325</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pseudomonas</th>\n",
       "      <td>8</td>\n",
       "      <td>304</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Staphylococcus</th>\n",
       "      <td>6</td>\n",
       "      <td>301</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Clostridium</th>\n",
       "      <td>5</td>\n",
       "      <td>259</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Streptococcus</th>\n",
       "      <td>6</td>\n",
       "      <td>222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Planktothrix</th>\n",
       "      <td>5</td>\n",
       "      <td>179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Stenotrophomonas</th>\n",
       "      <td>5</td>\n",
       "      <td>176</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Escherichia</th>\n",
       "      <td>3</td>\n",
       "      <td>133</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Paenibacillus</th>\n",
       "      <td>3</td>\n",
       "      <td>127</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Listeria</th>\n",
       "      <td>4</td>\n",
       "      <td>104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Corynebacterium</th>\n",
       "      <td>7</td>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Klebsiella</th>\n",
       "      <td>3</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Shigella</th>\n",
       "      <td>3</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Salmonella</th>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Enterobacter</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  species  sequences\n",
       "genus                               \n",
       "Bacillus               11       1132\n",
       "Streptomyces            5        743\n",
       "Vibrio                  5        468\n",
       "Rhizobium               6        325\n",
       "Pseudomonas             8        304\n",
       "Staphylococcus          6        301\n",
       "Clostridium             5        259\n",
       "Streptococcus           6        222\n",
       "Planktothrix            5        179\n",
       "Stenotrophomonas        5        176\n",
       "Escherichia             3        133\n",
       "Paenibacillus           3        127\n",
       "Listeria                4        104\n",
       "Corynebacterium         7        103\n",
       "Klebsiella              3         16\n",
       "Shigella                3         14\n",
       "Salmonella              2          4\n",
       "Enterobacter            1          1"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "counts.sort_values(\"sequences\", ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['Staphylococcus', 'agnetis'],\n",
       " ['Klebsiella', 'oxytoca'],\n",
       " ['Klebsiella', 'oxytoca'],\n",
       " ['Klebsiella', 'oxytoca'],\n",
       " ['Klebsiella', 'oxytoca'],\n",
       " ['Klebsiella', 'oxytoca'],\n",
       " ['Klebsiella', 'oxytoca'],\n",
       " ['Klebsiella', 'oxytoca'],\n",
       " ['Klebsiella', 'oxytoca'],\n",
       " ['Klebsiella', 'oxytoca'],\n",
       " ['Klebsiella', 'oxytoca'],\n",
       " ['Klebsiella', 'oxytoca'],\n",
       " ['Vibrio', 'europaeus'],\n",
       " ['Vibrio', 'europaeus'],\n",
       " ['Staphylococcus', 'xylosus'],\n",
       " ['Staphylococcus', 'warneri'],\n",
       " ['Staphylococcus', 'warneri'],\n",
       " ['Staphylococcus', 'warneri'],\n",
       " ['Staphylococcus', 'warneri'],\n",
       " ['Staphylococcus', 'warneri'],\n",
       " ['Staphylococcus', 'warneri'],\n",
       " ['Staphylococcus', 'warneri'],\n",
       " ['Staphylococcus', 'warneri'],\n",
       " ['Corynebacterium', 'atypicum'],\n",
       " ['Rhizobium', 'leguminosarum'],\n",
       " ['Rhizobium', 'leguminosarum'],\n",
       " ['Rhizobium', 'leguminosarum'],\n",
       " ['Rhizobium', 'leguminosarum'],\n",
       " ['Rhizobium', 'leguminosarum'],\n",
       " ['Clostridium', 'aceticum'],\n",
       " ['Shigella', 'sonnei'],\n",
       " ['Shigella', 'sonnei'],\n",
       " ['Shigella', 'sonnei'],\n",
       " ['Shigella', 'sonnei'],\n",
       " ['Streptomyces', 'ambofaciens'],\n",
       " ['Escherichia', 'fergusonii'],\n",
       " ['Salmonella', 'enterica'],\n",
       " ['Salmonella', 'enterica'],\n",
       " ['Rhizobium', 'tropici'],\n",
       " ['Rhizobium', 'tropici'],\n",
       " ['Rhizobium', 'tropici'],\n",
       " ['Shigella', 'boydii'],\n",
       " ['Shigella', 'boydii'],\n",
       " ['Shigella', 'boydii'],\n",
       " ['Shigella', 'boydii'],\n",
       " ['Shigella', 'boydii'],\n",
       " ['Klebsiella', 'quasipneumoniae'],\n",
       " ['Klebsiella', 'quasipneumoniae'],\n",
       " ['Bacillus', 'cereus'],\n",
       " ['Planktothrix', 'agardhii'],\n",
       " ['Planktothrix', 'agardhii'],\n",
       " ['Planktothrix', 'agardhii'],\n",
       " ['Planktothrix', 'agardhii'],\n",
       " ['Planktothrix', 'agardhii'],\n",
       " ['Paenibacillus', 'alvei'],\n",
       " ['Paenibacillus', 'alvei'],\n",
       " ['Paenibacillus', 'alvei'],\n",
       " ['Paenibacillus', 'alvei'],\n",
       " ['Corynebacterium', 'doosanense'],\n",
       " ['Shigella', 'dysenteriae'],\n",
       " ['Shigella', 'dysenteriae']]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[i.split()[1:3] for i in all_fastas if  \"plasmid\" in i]"
   ]
  },
  {
   "cell_type": "code",
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