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@krischer
Created February 23, 2016 22:06
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Enhanced Syngine Tutorial with ObsPy
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Using Syngine with ObsPy\n",
"\n",
"This is a quick tutorial on how to use the Syngine service with ObsPy."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# First a bit of setup to make the plots appear in the\n",
"# notebook and make them look a bit nicer.\n",
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"plt.style.use(\"ggplot\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Import ObsPy and its FDSN client used to download data."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import obspy\n",
"from obspy.clients.fdsn import Client\n",
"\n",
"# Create a client instance connected to IRIS.\n",
"c = Client(\"IRIS\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This example deals with a deep event so we expect a very clear first P arrival and weak surface waves.\n",
"\n",
"#### (Optional) Acquire Event Information"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Event depth in km: 582.1\n"
]
},
{
"data": {
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tt9+A/JyJLwuHjz76iLy8PHR0dMRAoIKVTYFhNT09/a1z7t27N3Xq1Cl3GY8H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\nYKOjo8mqVasIj8eTe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"text/plain": [
"<matplotlib.figure.Figure at 0x1137a59e8>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"cat = c.get_events(starttime=obspy.UTCDateTime(2010, 5, 24, 16),\n",
" endtime=obspy.UTCDateTime(2010, 5, 24, 17),\n",
" minmagnitude=6.4)\n",
"print(\"Event depth in km:\", cat[0].origins[0].depth / 1000.0)\n",
"cat.plot(projection=\"ortho\");"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Download Observed Data\n",
"\n",
"We will now use the FDSN client to download the observed data as well as the instrument response."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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q0qULffvtt2K6h4cHPXz4UPw/OTlZ3J4nTpyQbK+kpCQqKiqikSNHkpeXF/Xq1YvCwsKI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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11376f240>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# The `attach_response` argument will cause a second request to the\n",
"# station service which fetches the instrument response.\n",
"st = c.get_waveforms(network=\"IU\", station=\"ANMO\", location=\"00\", channel=\"BHZ\",\n",
" starttime=obspy.UTCDateTime(2010, 5, 24, 16, 18, 28),\n",
" endtime=obspy.UTCDateTime(2010, 5, 24, 17, 18, 28),\n",
" attach_response=True)\n",
"st.plot()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The next step is to convert it to physical units. The pre filter here is very wide but it is a very good station so that is ok here."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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TE0OmTJki2G8qOFo/6JoQQqZMmUL8/f1J165dyYcffsi2R0REkLKyMva7qKiIPc/jx48L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\nZSgXjsrfXdlbrVacPXsWM2bM4O8JDg5GR0cHAMBsNvPPpLIfPpydawA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"text/plain": [
"<matplotlib.figure.Figure at 0x113757a90>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"st.remove_response(output=\"DISP\", pre_filt=(0.005, 0.01, 4, 8))\n",
"st.plot()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Plot a map of the receiver we want to use"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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y+OSTTzhx4gRLly7FxsaGYcOGabzl2rdvT6dOnfj999+ZOXMmgIZYyauycuVK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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11a1feef0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"c.get_stations(network=\"IU\", station=\"ANMO\", level=\"station\").plot(\"ortho\");"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Download Synthetic Data From Syngine"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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BwsIC1tbWyM7OxoMHD9C2bVsAQLt27XDt2rWqHBbUajVMTLhGrbwkEgmMjY05eGGMMVYr\nqhS85ObmQiaTAQBkMhlycnJKnZebmwsLCwtxGWNjYxQWFupMF5bNycnRmwZA5wZpYWGB3NxcvPTS\nS4iLiwMAxMTE6JRDEB8fjx07dog/ZdFuw5GTk4Phw4fD29sbHh4e+PLLL/Hzzz8DKAp0PDw88PDh\nw1K3FxkZicDAQJ1pCQkJ6N69O2QyGVQqlTh91KhR8PT0hLu7O06dOgUAWLhwIVxcXODt7Y1PPvlE\nb/sRERFwd3dH//794enpKe6zTZs28Pb2hre3N3744QeddX755Rc4OjrC29sbffv2FYPPOXPmYPfu\n3QCAqKgoTJ48Gbdu3YKXlxe8vb3h5eWFdu3aYc6cOWWeR8YYY6yytO/b2sMRVCm9YGlpCYVCAQBQ\nKBSwsrIqdZ72NODfDIdMJkNeXh5kMhkUCgWaNm0KqVSK9PR0vW1rBxXCdG9vb/z666/44osv0LRp\nUzRu3FivrF26dEGXLl0qdZy//fYbhg4divfffx8A8ODBA4wcORITJkzAb7/9hnHjxqFp06Zlbqd4\no9Y2bdrgn3/+ga+vr87033//HSYmJkhJScGsWbOwf/9+AMA333yDQYMGGdz2okWLcPjwYVhZWSEr\nK0ucPmXKFCxdurTEMv3nP//Be++9h3/++QerV6/Gjz/+iKCgIAwZMgRDhgxBYGAgtm7dipYtW+LY\nsWMAgKysLHh6ehoMouqbRYsWYdKkSejUqVNdF4UxxlgFjR8/3uD0KmVeHBwcEBsbCwC4cuUKnJyc\nSp0nlUqh0WigUCjw6NEjMSBxdHQUl42NjUXHjh3RoUMHMRNw+fJlODo6AgBsbW2RkZGBvLw85Obm\nwsrKClKpFDNnzsRnn30GIkKPHj2qclh6LCwsEB0djYyMDABAs2bN8Mknn+DDDz/Ejh07MHv2bJ3l\nr1y5Ak9PT3h4eGDu3Lk68/Lz8zFu3DgcP34cFhYWsLKy0qtuEaqsMjMz4ezsLE4PDAyEt7c3Tpw4\noVdGY2NjREREoKCgADY2NuL0sqpyhPmZmZlo1KgRAKBRo0Z455134O3tjUGDBqFly5Y66wQEBGD+\n/Pl48cUXS912fRAcHIzQ0NC6LgZjjLFqVKXgpW3btmjUqBEWL16MO3fuoHfv3ti4cSMKCgoMzgOA\nCRMmYNmyZVizZg0mT54MAPD29sa5c+ewePFidO7cGXZ2drCxsYGbmxsWLlyIqKgoDB48GAAwceJE\nrFu3DkuXLsW4ceMAALdu3UJQUBCCg4Ph5ORUrixIRUydOhUODg4YPHgwPDw8cP36dYwYMQIpKSmY\nP38+jI2NdZZ3cnLC8ePHERUVhevXryM1NRVAUfXTpEmT8NFHH4lVO4ZoNBr0798fw4YNw9ChQwEU\nZUguXLiA8PBwzJo1CxqNRmedX3/9FTt37oSTkxMCAgLE6eHh4WK10R9//KG3rxUrVqB///547733\nMGnSJHH6wIEDcfbsWUyYMEFn+d27d0OlUulNr8/UanVdF4Exxlh1IqYnPz+/xHkRERE0ceJEIiJ6\n6623KD4+Xm+ZuLg4GjJkCPXv359atWpFp06dooiICGrZsiUFBAToLd+3b19SKpV601NTU6lHjx56\n00ePHk1paWkllnHy5MkUGRlJERERFBgYWOJyoaGhFBISQkRE6enp9Morr4jzxo4dSytXrqTJkyeL\n0x48eEDdu3enp0+f6m1LqVSSWq0ucV91BQB98MEHdV0Mxhhj1Yg75iiH27dvo6CgAABgb29f5vLr\n1q1DYGAgjh8/jq5du4pVM1OnToVEIsGPP/6oszxpdYZHRCgsLARQ1G7I2toaAJCdnQ2gqCH0jRs3\n9Kpsbty4If7dpEkTne2VRphvaWmJJ0+eAChq/NuoUSPMmTMHRITTp08DAN577z0sX75crF5qKIpn\nqRhjjDVsHLyUQ2xsLPr16wdvb2/MmTMHCxcuBKDfAFdo0Dt8+HD4+/tj3LhxOstIJBKsWrUKly5d\nwubNm/H48WP4+PggPj4ew4YNQ0REBPLz8+Hj44MBAwZgzJgxWL58OQDgo48+Qp8+fTBw4EAsXrwY\nJiYmuHfvHr744gsARY153d3d4enpifz8fAwYMAAAsHXrVrHaaNmyZdBoNJg1a5ZYppUrV4rzv/ji\nC6jVaixevBjLli0DACxfvhyBgYE4deoUIiIisHz5cvGpo08//bSGzjhjjDFWMgmV9dX8OaRUKmFm\nZlbXxWhQVCoVTExM6l0vuxKJBO+//77eY+KMMcYarvp1p6lHOKZjjDHG6icOXgwwMjLidhIVpNFo\neHBGxhhjtYL7wDfAxMREHKuHb8hlKywshImJCZ8rxhhjtYKDFwOEQRnVajVnYMrB1NS03rV1YYwx\n9uzi4KUEEomEB2d8RnD7JcYYe7bw12XGGGOMNSgcvDDGGGOsQeHghT3zuCExY4w9Wzh4YYwxxliD\nwsELY4wxxhoUDl4YY4wx1qBw8MKeefyoNGOMPVs4eGGMMcZYg8LBC2OMMcYaFA5eGGOMMdagVLn/\n+7CwMCQlJaFp06bw9/fXGePG0LyEhASEhYXByMgI06dPR6tWraBUKrF27VpkZ2ejR48eGD58OABg\n//79OH36NKytrREQEABzc3Pcu3cPISEh0Gg0mDBhApydnQEAp06dQkREBIgIkydPRseOHat6aIwx\nxhirh6qUeUlNTYVcLkdQUBBatGiB6OjoMudt27YNgYGBmD17NrZs2QIAiIyMhJubG4KCghAXFwe5\nXI7s7GxcuHABwcHBcHd3x8GDBwEA4eHh8Pf3x4IFC7B9+3YAgFwux7lz57Bo0SIsXryYAxfGGGPs\nGVal4CUxMRHdunUDALi6uiIhIaHUeSqVCsbGxpDJZLC3t0dubi4AICkpCS4uLgCAbt26ISkpCcnJ\nyejcubO4fmJiIoCiQKVZs2awsLCAtbU1cnJycPnyZZiamiI4OBjff/89lEplVQ6LPWP4aSPGGHu2\nVKnaKDc3F3Z2dgAAmUyGnJycUufl5ubCwsJCXMbY2BiFhYU604VlCwoK9KYBujciCwsL5OTkIDMz\nE9nZ2Vi4cCEOHz6MAwcOYOTIkTpljY+PR3x8vPj/+PHjq3LojDHGGKthO3bsEP/u0qULunTpAqCK\nwYulpSUUCgUAQKFQwMrKqtR52tMAQK1Ww8TEBDKZDHl5eZDJZFAoFGjatCmkUinS09P1tq09To0w\nXSaTiQfk7OyMP/74Q6+s2gfNGGOMsfqvpERDlaqNHBwcEBsbCwC4cuUKnJycSp0nlUqh0WigUCjw\n6NEjMSBxdHQUl42NjUXHjh3RoUMHsRrq8uXLcHR0BADY2toiIyMDeXl5yM3NhZWVFZycnHDr1i0A\nwK1bt9CsWbOqHBZjjDHG6jEJVbFBwJYtW3D9+nXY29vD398fmzdvxpQpU2Bqaqo3z9jYGNeuXUN4\neDgkEgmmT5+O1q1bIz8/H2vXrkVOTg7c3NwwYsQIAP8+bWRlZYWAgABYWFjgzp07+Pnnn6HRaDB+\n/Hh07doVALB161YkJSXB1NQUAQEBOlkg9vySSCSYMWMG1q9fX9dFYYwxVk2qHLwwVp9x8MIYY88e\n7qSOPfO020kxxhhr+Dh4Yc88Ti4yxtizhYMXxhhjjDUoHLywGiWXy/H48eO6LgZjjLFnCAcvrEb1\n7duXh2tgjDFWrao8MCNjpblz5w4yMzPruhiMMcaeIZx5YTXK2Ni4rovAGGPsGcPBC6tR9SF4eVaf\nNoqJiUFUVFRdF4MxxmodVxuxGlUfgpfaQETIz8/XGXi0pk2bNg1JSUni6OyMMfa84MwLq1H1IXip\njcxLeHg4ZDJZje9H261bt3QGOmWMsecFBy+sRtWH3m1rowy3b9+u8X0Ux4ELY+x5xcELq1H1IXip\nDVKptNb3WVBQUOv7ZIyx+oCDF1ajjIyej5eYiYlu87H8/Hxcv369Rvf5vASGjDFW3PNxZ2F15nm9\nwa5fvx4ODg41uo9n9SkqxhgrCwcvrEbVh+ClLm7yhYWFAIDdu3fX2D44eGGMPa84eGE1qj4EL3Wh\ncePGAIANGzbUcUkYY+zZw8ELq1H1IXipizIIDXhtbGxqdD/PS5sixhjTxp98rEbVh+ClLqhUKgBA\n+/bta3Q/HLwwxp5HVe5hNywsDElJSWjatCn8/f11PkwNzUtISEBYWBiMjIwwffp0tGrVCkqlEmvX\nrkV2djZ69OiB4cOHAwD279+P06dPw9raGgEBATA3N8e9e/cQEhICjUaDCRMmwNnZGampqQgNDYWJ\niQksLCwwZ86cOnl0lTGBUqkEAOTl5dXofp7X4JAx9nyr0te21NRUyOVyBAUFoUWLFoiOji5z3rZt\n2xAYGIjZs2djy5YtAIDIyEi4ubkhKCgIcXFxkMvlyM7OxoULFxAcHAx3d3ccPHgQQFFPpv7+/liw\nYAG2b98OAGjVqhWCg4OxePFitGvXDmfPnq3KYbFqVB9urnXRsFWpVMLIyEgMYmoKZ14YY8+jKn3y\nJSYmolu3bgAAV1dXJCQklDpPpVLB2NgYMpkM9vb24pgsSUlJcHFxAQB069YNSUlJSE5ORufOncX1\nExMTAQByuRzNmjWDhYUFrK2tkZOTo/MBrlKp0KJFi6ocFqtGz+vNVaVSwdraWqw+qm5CQFYfgkPG\nGKttVao2ys3NhZ2dHQBAJpMhJyen1Hm5ubk6A9cZGxujsLBQZ7qwbEFBgd40QPdbtIWFBXJycmBl\nZYXLly9j69atMDExwahRo/TKGh8fj/j4ePH/8ePHV+XQWTk9rzdXpVIJa2vrGsu8CL3rqtXqGtk+\nY4zVBzt27BD/7tKlC7p06QKgisGLpaWlOL6KQqGAlZVVqfO0pwFFH7wmJiaQyWTIy8uDTCaDQqFA\n06ZNIZVKkZ6errdt7Zuh9nRXV1e4urrif//7H44cOYIRI0bolFX7oFntqQ/Bi0QigUKhQP/+/XHu\n3Lla2acQvNRU5kWpVIrvFyKqF+eZMcaqW0mJhirl9B0cHBAbGwsAuHLlCpycnEqdJ5VKodFooFAo\n8OjRIzHwcHR0FJeNjY1Fx44d0aFDB7Ea6vLly3B0dAQA2NraIiMjA3l5ecjNzYWVlZXYIRhQlKUx\nMzOrymGxCoiIiCh1fn25qWZkZOD8+fO1tj+VSgUbG5say7wolUqYm5vD2NgYCQkJ+Oabb2pkP4wx\nVh9VKfPStm1bNGrUCIsXL4a9vT2GDx+OjRs3YsqUKQbnAcCECROwbNkySCQSTJ8+HQDg7e2NtWvX\n4tixY3BzcxOrm9zc3LBw4UJYWVkhICAAADBx4kSsW7dOfNoIKApu/vrrL0gkElhbW2PWrFlVOSxW\nTmq1Gj4+PlCr1SW2balq8HLjxg2cPHkSb731VqW3IZFI4OPjAwDQaDS10g6npquNlEolzMzMYGpq\nitDQUKxYsQIff/xxjeyrOimVSkRGRsLIyAje3t78VCBjrFIkxH2Ms0pSqVQwMzNDXl4ezM3NDS7T\ntWtXxMXFVfqJn3fffRe//vprpdeXSCSYOXMm1q9fD6BowMSayMytXr0ac+bMEcs5Y8YMPHz4ELm5\nuTh06FC17y8lJQUDBgzAkydPMGrUKGzatKneDxdARBgyZAgyMzORnZ0NqVSKixcv1pvsHGOs4Xg+\nHwVh1UKj0QBAqe06qnpjqu4bck21QSmuNjMvwjHVdJ8yVXXw4EHcvXsXJ0+eFLtEiImJqetiMcYa\nIA5eWKUJT7potzkqrqrBixAgVRfhKZ2aIgRbSqUSNjY2NdpgVwhesrOzARR1I1CfbdiwAQEBATAx\nMYFEIsHkyZPx66+/1nWxGGMNEAcvrNKEwKK04KWq7Uuq+1HgmsqECOdCCF5UKhWsrKxqPPMilUqR\nmZkJADpP8tU3T58+xaFDhzBu3Dhxmr+/P3777Tcx+GKMsfLi4IVVWm1kXqojeNEuQ01lXoTgRShv\nQUFBjQcvUqkUpqamyMrKAlC/g5ctW7bAx8cHtra24rSXXnoJffv2xe7du+uwZIyxhoiDF1Zp2jfq\nkjwvbV6Ec6GdjZLJZDVebdRQMi/ff/89PvroI73po0ePxt69e+ugRIyxhoyDF1Zp5ak2qssnSQwF\nPjUdvGilcu0LAAAgAElEQVT/lslkNZZ5EZ70agiZl7S0NDx69Aivvvqq3rzXX38dERER9b6xMWOs\nfuHghVVabVQbVSXzIqyrvY2aCl6KVxsVFhbC0tKyXPurzDFqN9jNzMyEra1tvQ1ejh07Bi8vL4Pt\nn+zt7dG9e3dERkbWQckYYw0VBy+s0ur700bFG9ECwLRp06pUnpIUz7wI1UZC5mXFihWYMmWK3noq\nlQpGRkYVDjy0q43UajXs7OzqbfBy9OhRDBgwoMT5I0aMwJ49e2qxRIyxho6DF1Zp5ak2EsTExFQq\nEKmOzIv2fmuqX5HimZfi1UYhISEIDw/XW08YWf3hw4cV2p925gUAmjRpUmrw8ujRI/Tq1QuXL1+u\n0H6qw+nTp+Hh4VHi/BEjRuDPP//kQSYZY+XGwQurtPI02BUCCBcXF/z+++8Gl0lNTS1z/cowlHkR\nTJs2DY8ePar0toszlHnRrjaSyWQG18vPzwcAsd1KeWlnXoCi4CU3Nxfh4eEGj3fFihU4d+4cfvjh\nhwrtp6pyc3ORlpamM+5Zce3bt0ezZs1w5syZWiwZY6wh4+CFVVp5Mi/aN9KSbtBt27ZFRkZGmetX\nlLDurl27dKbn5ubit99+w9GjRyu9bW2JiYn4+++/AeieE3Nzc6jVamg0GhgbGxtcVwheKtqw11Dm\n5fbt25gyZYo4Gru2gwcPYv369WUOpFnd4uLi0KlTJ7GcJRk2bBgOHDhQS6VijDV0HLwwAMDjx48r\nvE552ryUN/gQbuLF/fHHHxUul0AIJIr3PCsMCHrixAmD602fPh0rV64s1z4ePXoEJycn/PPPPwB0\nMzAmJiaQSqViuxZDhOMu6fhLYijz8uDBAwDQCwQfPHiAmzdv4p133kFOTg6WLVtWa1U0MTEx6Nat\nW5nLDR06FPv376+FEjHGngUcvDAARU99VPRbeUWDF0OBTHm2AaBSvbCWFDgJN3lD21Sr1fjll1+w\natWqcu0jLi5Ob32g6HiE4EWpVJYZvCiVSnz55ZelPjKsfTyGMi8lHdfhw4cxYMAAmJqaYuzYsViw\nYAEOHjxYruOrqmvXrqFTp05lLvfaa68hJSXFYNaIMcaK4+CFieLj43X+P3v2LHbs2FHi8mW1eblx\n4wYuXbpU6j6F6pKyqk1sbGwqPHZPSQ2ESxvIUMjGlLcB7Z07d3T+1w5ejI2NYWZmBpVKVeJTV0Lw\n8uTJE3z22We4evWqweX+/PNPNGrUSPxf6GFX2K6NjY2YccnOzkZ4eDjUajViYmKwfft2vP766wCA\nH374AcuWLcORI0fKdXxVVd7gxdTUFAMHDqy1oIox1rBx8MJExRvOzpw5ExMmTChxeeFGvWvXLiQm\nJurN79ixY5n7FAKJ8rT5qGjwUjzzEhkZiW7duolP5Rh6OkcIRsrbadrdu3cxadIk8X9D1Ublybzc\nvn0bQNEYQIacP39eJ6MidFInBGgWFhZi5uXGjRuYMmUK9u/fDxcXF+zbtw9jxowR1/X09MSxY8cA\nFJ2jpKQkXLhwoVzHW1HXrl0rtbGuNl9fX646qmM3b95E165d67oYjJWJgxdWorIaWQo36pCQEPz3\nv/8tcbmSGqsCFQtecnJyylxGW/HMi7m5OQoKCsRMwOHDh3HkyBGcO3cOY8eOBQCkpKRg3LhxkEql\n5WqHcufOHXTo0EH8v3i1kZmZGZRKZZmZFyEwKylAE9YXjkmoNhL+l8lkYuYlJSUFQFG2xtraGmfO\nnIG1tbW4rR49euDmzZvIyMiAkZERHB0d8corr1S43U1ZHj58CLlcjvbt25dr+SFDhuDIkSPlevSe\nVb9x48YhMjJSryqUsfqIgxcmKn6DNTc3B1B0g33y5Ine8tHR0eLfhoKPt956C5MnTxaDF0NtUIQq\np/IELxVt91J8f0LwYmtrCz8/PxQUFGDQoEE4dOiQ+ETSjRs3MHToULRq1UrMhpSmtOBFu9qorMyL\nELQI5zkjIwP79u0TlxOyRMI5MBS8COcyLS0NAPDXX3/h3XffRa9evXT2aWpqCg8PDyxcuFCc9uqr\nr+LkyZNlHm9F/P777xg4cGCpwau25s2bo127djh9+nS1loOVTaPRYOfOnVi+fHldF4WxcuHghRns\nRh8oqooAAH9/fzRp0kRvPX9/f/HvBw8e6FXDmJmZoU+fPqXevIRv2TURvBjKvKhUKuTl5eGFF14Q\npwvHplQqkZycjI4dO6Jt27a4deuW3jaLn6PU1FQ4OjqK/5fUYLe8mRdhkMVPPvlEbKcC/FudJDxu\nLgQvwv60+5ERqr7u37+Pzp07G9yvn58ffvrpJyxduhRxcXEYOnQo/ve//xlctrI2bNiADz74oELr\ncNVR5e3btw8jR46s1LpCNWJycjKA6h8QlTUcRFSpp09rm0lVNxAWFoakpCQ0bdoU/v7+Ot8wDc1L\nSEhAWFgYjIyMMH36dLRq1QpKpRJr165FdnY2evTogeHDhwMA9u/fj9OnT8Pa2hoBAQEwNzfHvXv3\nEBISAo1GgwkTJsDZ2RkajQYhISFIT09H+/bta6wL+GeV8I29eMNbIXgp3ijVkJiYGAwbNkz8EASK\nbswWFhal9gdTWvBS/HHe6gpenj59CmdnZ3G60L7lxo0buHbtGhwcHNC2bVvcvHlTb5tDhgzBq6++\niqCgIBARUlJS4ODgoLdPoc2LoWojYawfQD94EYIUocM2hUIBmUwmThcCREOZFwAwMTFBWloa7Ozs\n8OTJE53j1DZlyhS0adMG7u7uMDIygkwmQ/fu3QEAa9asKe20ltuNGzfg4uJSoXWGDh2KDz74AMuW\nLauWMgjnadWqVdi3bx+uXbuGzMxMtGzZEgqFAl26dMGcOXPg4+NTYnasodi2bZs4Qvfhw4cxefLk\ncnfEOHDgQJ3/lUqlmHmtj65fvw4HBwdcvXq1XA3CnxVPnz6FWq02+GWyuhw8eBC+vr71PoCt0rs1\nNTUVcrkcQUFBaNGihU41Qknztm3bhsDAQMyePRtbtmwBUNSQ0s3NDUFBQYiLi4NcLkd2djYuXLiA\n4OBguLu7i08hhIeHw9/fHwsWLMD27dsBABcvXoSdnR2CgoKQn5+P69evV+WwnjvCDVShUOi8YIXg\n5e7duwCKHgvOzs4usTHr8ePH8fHHH+tsVzs7MGvWLL1+W0qrNipe3SJkJYSySqVSgwGGoPibz8rK\nCunp6fjjjz/Qpk0bcbrQ0PXnn39Gy5Yt8cILL6Bdu3Zi5kV7O4cPH8a2bdsA/FvFY2dnJ843lHkp\nKCgQt5GVlQVvb2/xpmIoeCEi8biEIEc49uLBi7A/4Vo1b94c9+7dg6enJxwcHEoNHvr06SOe33bt\n2uHmzZvYunUrkpKSSlynvLKysqBSqXTOTXn07t0baWlp4muuKnJzc2Fubg4fHx+sW7cOH3zwAY4c\nOYI7d+5g165d+PvvvzFlyhTMmzcPTZo0Qd++fbFp06Yq77e2ZWRkYMOGDTrtmq5evYrHjx+X2vu1\nwNBNSiaT4f79+9VazuokPAXp5+eHIUOGYOPGjcjJyUFMTAwSEhJqrRyfffYZvv76awwYMAAxMTG4\ndOlSiY3utT158qTCbfgyMzPh7u5e4S8EZQkODsa7774rvg6Ez727d+9WaWy5mlal4CUxMVHsgMrV\n1VXnRWNonkqlgrGxMWQyGezt7cVxXZKSksQL0q1bNyQlJSE5OVlMebu6uopPs8jlcjRr1gwWFhaw\ntrZGTk4OEhMTxfW1ly1LXl6e+JOfny/+KJVK8UelUok/BQUF4k9hYaH4o1arxR+NRiP+EJH4U58J\nwcivv/6KXr16QSKRIDIyUnxzCY1qu3btChsbG8hkMvTt2xetW7eGp6enzra+/fZb8W8heNHOuAhP\nvdy/fx9OTk7iPEONRVUqlU51iHbwkpmZiYKCglKvdfE3nvaHu3bw8vXXX0MikWD16tV47733AEDM\nvLz22muYN2+eznaEQCs5ORnt27fXyaoUb/MiVBsJNxHhg00IXoRzr91g98KFC7C0tMTQoUNx9uxZ\naDQaPH36FEZGRuJ7RghehPMnnKfmzZsDABwcHJCYmFjisASG2Nrawt/fH19//XW51ynJ7du30aZN\nmwoPzGliYgIfH59q6W33u+++g5ubG15++WVERkZi5MiR6NSpExo1aoQuXbqgXbt28PPzw5UrV5CQ\nkID58+dj/vz5GDZsGD7++GO9rgPqk4KCAvzxxx+Qy+UICwvDO++8I15rlUoljmEllUoN3oC0s5p/\n/fUXHBwc8OmnnwIoeg0RkdjxYlm0P9+09/Xnn39i165dGD9+vPgFQVheo9HgxIkT0Gg0yMjIwKpV\nq/DNN9/gypUrYs/X2u934TNVEB0djU6dOuHixYs4dOgQ3n77bfTt2xfe3t6YPHlyieUzRC6X64z+\nfu/ePbHH7PT0dJ3Pprt374pVKvn5+fjyyy8xf/58HD16FC4uLnBzc4OTkxNUKhW6dOmC9evX6+xL\nrVaDiNCzZ094enrCx8dHL6N879498X0OAAkJCcjIyEDr1q1x7do1nU4oiajUAFWouZDJZDrvqczM\nTPTp0wcqlQrr16/Hr7/+it9++w0ajUa8Vi+99BJ27tyJjIwMhIaGQqPRiF1IPH78WOeaGlJYWIjz\n588jISEBv//+e4m9qFdWlaqNcnNzxW9WMplMJ5I0NC83N1f8hggUPYVSWFioM11YtqCgQG8aoPtC\nNLTd4uUQxMfH63wYjR8/XixfSR2pVdffpdH+cC/+QV/SvOr+W/uNcv78eQC6aeQbN27olfvkyZOw\nsLBA3759AQDr16/HzJkzxe1OnToVe/fuFYOB4se1e/duJCYmiv2aLFiwQG/UZSF1LVzP4pkXoPSq\nJEMNdgVNmzbVmefu7o6oqChMnDgRQNF4O9evX8fFixd1PtiAfwOt5ORknca6gP6j0kKDXeEDRjgG\nIWujnXlp1qwZnj59ip49ewIoqja1tbWFXC7H06dP0bx5c73Mi7B+8eClcePGJZ6X0gQEBKBjx474\n4IMPxGqkyrh+/TpefvnlSq3r6+uLvXv3ij0hV8aTJ0+wevVqXLhwAW3bti1z+WbNmuH111/HiRMn\ncO3aNURHR2PQoEGwtbXFmDFjMHbsWDg7O1d5lHQAYsDRrFkznD9/Hp06dUL37t1x/vx5LF++HG3a\ntEFkZCTatm2Lpk2bQqlU4vr163BycoK9vT0KCwvFb/iLFy8Wr7Xw2nB0dNRpr/X+++/D0tISe/bs\nwdixY9GtWzdMnToVixcvxrVr1xAfHy+eK+DfLysnTpzA+PHjxe2o1WqEhYXB29sbGo0GOTk5yMnJ\nQe/evREaGorff/8dhw4dwpw5czBhwgS8/fbb4o3+999/h7OzM6ysrHD9+nXI5XJoNBoMGTIE58+f\nR58+fXD06FHxi8LcuXOxcuVKrF27FqNGjcK0adPw+PFjvPvuu2jRogUiIiIQFBSE+fPno23bthgy\nZIgYKGRmZmLHjh1YsWIFRowYgfDwcMTExEAikUAul4tfdrOysrBw4UIcOHAAY8eOxcqVK6FQKODs\n7Ay5XI7c3Fw0b94c8+fPR2xsLJycnLBy5UoMHz4cbdu2xfbt29G1a1f06tULr732GqZPn46UlBS4\nuLhg4MCBUCgUWLBgAS5cuICZM2fCxsYG//d//4enT5+KTwQKxzpv3jw4ODigoKAALVu2BFA0ZMby\n5cvFR9cnTpyILl264LfffsOjR4/w9OlThIaGYsOGDcjIyMCbb76JgoICBAQEwMTEBK6urti1axe6\nd++Opk2bIjw8HEOHDgVQ1IdXVFQU9uzZg7y8PISGhuKtt97CkiVL4OPjI5Ztz549+PPPP7FlyxYs\nX74cycnJuHnzJnr16gWlUomePXti3bp1Ou3+gKJs9osvvqgz7erVqzptDctLu6+xLl26oEuXLgCq\nGLxYWlrq9JlhZWVV6jztacC/H/AymQx5eXmQyWRQKBRo2rQppFKp2Num9ra1Pzxyc3NhZWUlrm+o\nHIYOWlDevjyqU20EShVdp23btuKHzMKFCzF48GAcOnQI8+bNg4eHB2JiYhAcHIypU6eiTZs2OHny\nJOzt7dG4cWMsXrwYAPRelJs3bwag/5j0rFmz8P3334sZGqGR6O3bt/H06VOdm65KpRK7vwcMBy+l\nfeso/o1T+7VjZ2cHtVqNV199FefOncMbb7yBDRs2iMfh4uIiZhLVajXS09MREBAA4N9Htq9du6b3\npjVUbSRk7oB/G9wKx5Kfnw9ra2vI5XI4OzuL32aE427WrBkePHiAzMxMtG7dWid4kUqlmDNnDjp3\n7qwXvNjY2JR4XkrTpEkTrFmzBn5+frh48SLMzMwqtZ2kpCSdtkAVMXjwYAQEBOhd//JSq9WYOXMm\nRo0aVa7ARZuDgwMcHBwwYsQIfPnllzhz5gx27tyJ119/HYWFhejcuTOcnJxARMjLy4ObmxssLS1h\namqKmzdvQiqVio24VSoVDh06hEuXLkEqlSIrKwtEBIVCATc3N1y8eBF9+vRBWloaPv/8c9y8eRNu\nbm7w8/NDZGQktm7dCrVaDVNTU8jlclhaWopfNFxcXJCamopp06aJbfyuXLkC4N+0f8uWLdG6dWv8\n9NNP6NKlC0aPHi1+C+7VqxeCgoLE4x40aJD45U54rV6+fBnbt29HSEgIJk2ahF27duHQoUNo1aoV\ncnNzYWpqKr5ehUCzW7duuH37Nry8vHTef/b29lAoFFi0aBFee+01HDt2DL1798YXX3yBsLAwDBo0\nCI8fP8bEiRMxf/58bNy4ETt27MD48eMxe/ZsyGQyvPvuu7h06RL++usvLF68GL179wZQ9OXK2NgY\nVlZW+Pbbb1FYWCj2T3Xp0iWoVCr07dsXtra2OHHiBGxsbODi4oLRo0fj559/BlD0OSS0FxI+/ywt\nLWFsbIyvvvoKrVu3xtWrV/Hmm29i06ZNaNy4Md58802899574n3lnXfegUQigbu7Oy5evIikpCTE\nxsYiJCQEr7zyCoCi+5CVlRVGjRqFmzdvYtKkSbh8+TL69esHLy8vHD58GB4eHrCyskJUVBQ+//xz\nAEXVqeHh4Xj69Cm+/vprfPzxx9i4cSM6duyIjIwMvPDCC3BxcUF0dDQGDBgAhUKBrl27IjY2FtHR\n0WjZsiVatWqFixcv4syZMzh37hyAomo3Pz8/9O/fX3ztpKSkwNfXFy4uLli2bBns7e0REhKC9evX\no3Xr1mjXrh2WL1+OadOmYfPmzRg+fDj279+PU6dOoXnz5oiLi8PFixfFa+/h4YG1a9dWum2SdgCt\ng6rg5s2b9P333xMR0R9//EFRUVFlzlu8eDHl5ubSw4cPadmyZUREtG/fPjp27BgRES1dupQeP35M\nmZmZFBwcTERE//zzD+3evZuIiL755ht68OABKRQKWrhwIRERnT17lrZv305ERCEhIZSUlFSVw3ru\n2NnZEQACQE+ePNGZt2fPHgJAFy5cMLjuW2+9RQAoMjKSAJCjoyPFxsaK2zty5Ij4t/By27VrFwEg\na2trnXlnzpyhuLg4cdvJycnUtm1bcf5LL71Ely9fJiKi6OhoAkAbNmwo8bjS0tL09r106VICQBqN\nhoiI1Go1AaAff/xRb/3u3bsTAGrfvj0NGjRIp7w//fQTjRgxgnbs2EFEJE7/+++/iYjI2NiYVCoV\njR07lrZv306dOnUiALR//34CQJs3byYANGfOHGrVqhUBIF9fX7KwsCAAdPXqVSIi6tevHx09epTM\nzMxoxIgRFBYWRkREvXv31nm/ZWVlEQBasmQJARCXqwyNRkMjRoygRYsWVXobb7/9Nv3000+VXv+V\nV16ho0ePVmrdDz/8kDw9PSkrK6vS+y9Oo9FQSkoK7du3j1atWkVr1qyh9evX05gxY2jy5Mk0ZswY\nmjdvHn300Uf03//+lyZNmkRTp06lH374gdLT0yktLY2ysrIoOzubvvzyS3r06BHdu3ePCgsLiYgo\nPz+fNmzYIL4uy1sm7de38PPOO+/Q8OHDae/evaTRaEihUOitq1KpKCoqir799lvxOgmvTXNzc4Pb\nXbp0KV26dInmzp1LBw4coKdPn9KHH35Iq1atEt8b165dE99TU6dOJaVSSSqVqtLnfdOmTbRnzx7K\nzc01eAyHDh0S/3/y5AkdOXKEDh06RGlpaZSenk4xMTEUGxtLv/zyC+3YsYPS0tJIoVBQ//799Y6v\nS5cuBIBSU1PJ19eXWrduTfn5+RQQEEAnT54U9xMeHk7p6eklljkvL48KCgrE/wsLCyksLIxmzJhB\niYmJpFar9a7z3LlzCQAZGxtTbGwsERF99tlnBID27t0rLqfRaMjCwoJatGhBFy9eJI1GQ+vXrxff\nKxqNhuzs7Ojtt9+mXbt20YwZM0itVhNR0fUdMmQIBQYG0ogRI2jt2rW0YsUKys3NJY1GQ4cOHSI3\nNzcCIH7Ozpw5k/bs2SPuf968eeTk5CRuk4ho8uTJBIB69epFUqmUhg8fTgDEe4PwGq9uVQpeiIg2\nb95MixYtojVr1lBhYSFt2LBBfLEWn0dEdPXqVfrss89o4cKFlJqaSkRFF/vrr7+mRYsW6Zyoffv2\n0WeffUbLly8X34BpaWm0aNEi+uyzzygmJoaIim5A69ato0WLFpV6M2OG2dra6tzgte3bt48AiOe6\nuEmTJhEAioqK0glyAND06dP1PmCJiBQKBQEgPz8/nXnCi154XcTGxlLnzp11lpFKpeTu7i4GS6Xd\nIFNTU/X2HRQUpHecDx8+1HkzCnx9fcV1O3XqRAqFgmJiYig4OFicnpiYKB4vADp69Kh4zGq1miZP\nnkybN2+mDh06EADaunWreCMAQG+88QY5OzuL5wsA9e7dWyzDuHHjaOPGjWRqakrvvPOOeLzdu3en\n8+fPi8sVFBQQAAoNDSUA9Ndff5V4Xsrjzp07ZG9vX+J1L4u7u7sYyFXGwoUL6eOPP67wemvWrCEn\nJye9IPxZJQTBws/OnTspPz+/UtvSaDQkl8vJxMREZ5sjRoygpUuXlrn+7du3xb+jo6Pr9TVIS0uj\n2bNn0/bt2+nbb7+lAwcOiDdxIhIDzdqiVCr1vnTfvXuXvvjiC73PpiZNmpQaFOTm5pY4Lz09XVw/\nLS1Nb/6HH35IACgvL8/g+hqNRi/wUqvVlJGRobfczp07Dd5TqkvNbZk1GELwsnnzZr15Bw8e1MkE\nFDdq1CgxYzNs2DDxTfP48WPxbwA0btw4nQ+DrKwsunv3LgGg1atX04ABA8QPS2trazp58iRFR0dT\nz549DX4LHDZsGAEgJycn+vrrrw2W7datW3rBy6efflruN9SECRMIAC1cuFDnJp6bmytuU/hgEf6P\niIigwsJCMjIyIqKiDMQvv/xCrVu3JjMzMwoJCSEANGPGDAJAbm5u5O7uTgBo0aJFBIBGjx4t7mvW\nrFkUGBhI9vb2NHv2bFq5ciUREXXu3Fn8hiYAIGak/vnnn3IdY2l++ukn6t27d4WyAYImTZrQ/fv3\nK73vM2fOUMeOHSu071OnTtGLL75IKSkpld5vQ3P69Gmd1/jp06ervE1jY2MCQCtWrNDJUrL6oaQv\nmuW1b98+sdaiOIVCUa1BW01lXYiIGnbHBqxaCG1B/Pz89OYJj9KWNFSA8OSNra0t/vrrL7GNi52d\nnU57FwsLC522SNbW1mjRogWePHmCgIAAbN26FQDw448/ws/PDz/88IPYpgkoqvPVfgRR6H02ISEB\nCxYsMFi24v3EAKhQ3xXCvhcvXqwz3ovQvqRfv37i+blz5w68vLygVqvFJ40AiG1eCgoKYGVlJbZ5\nEcaRevjwodjOx97eXuc3UNTmJSEhAba2tjptu4QGu9qISKxXLt4guTKmT5+OrKwscbDK8hIe0W3W\nrFml992zZ09IpVLxqY+yqNVq+Pv747vvvkO7du0qvd+GxtLSEgDE94D2E3WVJbRVmTNnDu7evVst\njZRZ9enZsyeGDRtW6fV9fX3FtjTFFf+crqry9q5dGRy8sFIJL76ygpfybqc4W1tbAEU323fffRde\nXl74z3/+gxMnTiAnJ0f8cDY2NkajRo2gVCr1xl4xMjIy+ESUoeDlv//9r9iLaFmED21DZU9ISNBp\nBd+yZUtIpVLxkXkTk6K28MKj0iqVClZWVmJDXe3gRRgtWnhiTjhmYbvXrl1D48aNYWFhUWrwAhTd\nvL766qtyjydU1vF/8MEH+P777yu0ntBYtyo3PYlEgpkzZ+o9alqS1atXo3HjxjqDZD4PhEBaeLKj\nOoKXSZMmYdCgQZBIJGjRokWVt8eq1969e8U+zp5nHLywUm8yQmZBuBkXV97B/MrTe2loaCgcHR3R\nrl07yOVy3Lt3Tyd4AYqCgeKt1lUqFTp27Kj3dJGh/i3Mzc3LfWMvrYMmR0dHvcyCsbGxmHkRzpf2\no9KGMi/5+fli8CLciLSzJi1btkRCQgIaN24sPo0HlBy8SCQSzJs3r8xBNcvrzTffRGRkZIU6jUtM\nTNR7Cqsypk6dikOHDpXZn8SePXvwzTff4Oeff37usgTFnzKrjuAlLCwMhw4dqvJ2WM1o3ry5zhec\n5xUHL6xUZVUblbcHxpKCn5L22blzZ5w+fVpMYWpnP0oKhIqPx2Eo81IRFe1dUjt4KV5tpFKpYGlp\niczMTDRp0kSnywDtzMuBAwcwa9Yscd5LL70EAOXOvFQ3a2trDB8+HLt37y73OlV5TFpbo0aN4Ofn\nV+pQAQ8fPsS0adOwd+/eSvcr05DVROaFsYaAgxdWqrKqjUaMGIFXX3213NsprwEDBmDnzp16mZfS\nFM8O1FXwolarS23zUrzzJu3gZciQITo3IKHDKjs7uzoJXgDgjTfewJ9//lnu5asr8wIU9Tu0ZcsW\nnU69tB04cAADBw7UGzn7eSEEL0L1TkW+JDDWkHHwwkpVVrXR/Pnzcfr06TK3U9HgxcnJCQqFQgwg\nSl78sAAAACAASURBVFv/u+++A1DU0Z22qgYvVMFhHQxVG0mlUuTl5UGtVkMmk+kEL0IVR/E2L9qE\nzuYaNWokVhsRkdhJXW0YNGgQTp8+LVZ5lSU+Pr7aBst74YUX8Mknn2DMmDF6Y9YcP34c8+bNE3sN\nfR6Zmppi/vz5aNeuXZVf74w1JByms1Jv0mVlXsqrot8IhRv6tWvXdMohiIqKws6dO7Fy5Ur4+fkh\nOTlZbEciqOqHeUV7ZzUyMoJGo9FpsGtmZobc3FxIpVKYmZkhPT1dzEq0a9cOKSkpYq++hoIXiUQC\nX19fDBo0SBwUs6CgAMbGxjXakl+btbU13N3dcfjwYYwdO7bUZXNycnD79u1qHen3P//5D4yNjdGv\nXz/4+fmhQ4cO2LVrF27evIlly5Zh6tSp1bavhmj58uUASm+7xtizhjMvrNTgpaw2L+VV0RutMKin\n8Nhw8fXd3d3FZWQyGdq3b48VK1bojNNU1RFRFy5cKI5BVB4ltXnJycmBqamp2EW80NBXGBeptOAF\nKHosfMCAAWLmpTarjATDhw8Xh3IoTWxsLDp37lxtDYaBopvy3LlzcfnyZRgbG+PKlSt4++23kZSU\nhLfffpurShh7DnHwwspVPVKep4VK0q1bN7z++usVWqd9+/ZITU0Vxx4xFPwIZbK0tISfnx9sbW0x\nfvx48VHoqmZeTE1NxUe5y6OkNi/amZesrCxxQNBWrVoB+LexZVn9KwhtXlQqVa0HL6+//jr279+v\nM0K4IZcvX4arq2uNlKFFixb45ptv8NNPP2Hq1KnVGiAxxhoWDl5YqcGLkL2oSkr6ypUr4sBfFdG6\ndWux8aqh4EVovCqRSNCsWTP8/fffeOmllzB27FgxiBCsXLmykqUvP+3gRbvaSDvzkpmZKWZYOnTo\ngDZt2oiZmLI6lhOCl7rIvLRu3RqtWrUqs33TpUuX4OLiUkulYow9rzh4YaWqatVLdSkteBFYW1tj\n/fr1sLa2RmhoqE7wUhs31PJUG+Xl5cHc3Byurq4YPXo0bt26hUaNGuH+/ftlZl7qstoIKHrqqKyq\no4sXL6JHjx61VCLG2POKgxdWrsxLXTNURdCnTx+MHDlSZ5pEIsGaNWuwaNEisTdbYXpNK6naKCcn\nR6w2Aoo6yrt06RKcnJzEdYs/Pm1IXWZegKJ2L6U9Mq1UKnH16tUaqzZijDEBBy+sVPUleDHUKPOV\nV14x2Hmaq6srHB0ddao4ajt40X5UWjvzAlRsfCVtFhYWdZp5cXNzQ3Z2NpKSkgzOj4uLQ4cOHcS+\nRxhjrKZw8MIaROalok8rde/eHefPnxeDlqo0OC6viIgILF26VKfaSLvNi3bmpTKEgRnrKngxMjLC\n66+/XmL25eLFi3Bzc6vlUjHGnkccvLBSg5eKdtRWUyr6OKyTkxMSEhLE9Wor83Lnzh29zIvwtFF1\nZF7qMngBiqqO9u7da3Aet3dhjNUWDl5YqQGKMOBbXato8NKmTRukpaXVavCyevVqDB48WK/BbnUF\nL6amppBIJMjOzq6z4GXAgAGIiYlBRkaG3jzOvDDGagsHL6zU4MXBwaFeZF8qWm3UunVrAP829K2N\naiPhaSDtBrtmZmYgomqpNgKKsi9Pnz6t0jaqwtzcHIMHD9bLvuTk5HBjXcZYreHghdV7tra28Pb2\nrtA6xbv2r43Mi7m5OfLz8/WqjYTfVc28AEXBi1wur7PMCwCMHj1ar6H0ggULMHr06DIf92aMsepQ\npX61w8LCkJSUhKZNm8Lf31/v262h+QkJCQgLC4ORkRGmT5+OVq1aQalUYu3atcjOzkaPHj0wfPhw\nAMD+/ftx+vRpWFtbIyAgAObm5rh37x5CQkKg0WgwYcIEODs7IzU1FaGhoTAxMYGFhQXmzJlTa4PW\nPQvqQ2alNBXpol8g3ESFwQRrM3gpXm0EQOdpo5KGASgPmUwGuVxeZ5kXAPD19cX//d//4enTp2jc\nuDGICLt27cLx48frrEyMsedLpTMvqampkMvlCAoKQosWLRAdHV2u+du2bUNgYCBmz56NLVu2AAAi\nIyPh5uaGoKAgxMXFQS6XIzs7GxcuXEBwcDDc3d1x8OBBAEB4eDj8/f2xYMECbN++HUBRN+vBwcFY\nvHgx2rVrh7Nnz1b2sJ5L9T14qawlS5agTZs2AGo3eCkoKBCrq7SDFyFbUpVHietD5sXa2hq+vr7Y\nuHEjAOD8+fOQyWTo2LFjnZWJMfZ8qXTwkpiYKA6M5+rqqjdcvaH5KpUKxsbG+H/2zjwuqur//69Z\ngGFgAFkkVzQUVBYRKJdywzKX3CrFJeurYhkpVlamqXyUXNJ2sjIr/agYmlmfEve9THMHRGDcQE0R\nlxGZGWZgmPP7g9+9zTDDMDAwyPB+Ph4+ZM65955z7ty593Xf7/d5H6lUCl9fX34RPblczmdADQ8P\nh1wux6VLl9ClSxd+/9zcXACAQqGAv78/XF1dIZPJoFQqjSw+paWlaNmyZW2H1SRxVPGSmJjIC2R7\nxLxIJBJcuHABBw4c4MULJzIM3Ua2WF4eBvECALNnz8aSJUuQnZ2N5cuXY+rUqQ3aH4Igmha1dhup\nVCp+gTmpVAqlUlltvUqlMrpxi0Qi6HQ6o3Ju27KyMpMywPhB6+rqCqVSCXd3d5w9exY//vgjxGIx\nRo0aZdLfrKwsZGVl8Z/HjBlT26ETjQhOtNjL8gJUrO/j6ekJoO4tL1KpFPfv3+cDkhuKbt26YcWK\nFQgPD0e3bt2wZs2aBu0PQRCOyebNm/m/Q0JCEBISAsAK8XL//n18/vnnJuVdu3aFWq0GAKjVapNA\nPTc3N5N6wzIAfGAjl3yLm63h5+cHZ2dnFBQUmBzf8CFkWB4REYGIiAj89ttv2LNnD0aMGGHUH8NB\nE8Y4quUF+Pd6sad4EYvFJm4jZ2dnvqwuLC8Pg4vm5ZdfxqhRoyCTyexyfgmCaHpUZWioVrx4eXkh\nMTHRpDwvLw9paWno06cP0tPTjdZpASqm2Faud3Z2hl6vh1qtNhIewcHByMzMRL9+/ZCZmYlXX30V\nYrEYaWlpAICzZ88iODgYQMXMk8LCQshkMqhUKri7u0On0/GzO6RSKXQ6XQ1ODeHI2DPDLideDIUK\nZ21xcnKCVqsFUPNp34ZIpVLk5eU1aMCuIR4eHg3dBYIgmiC1dhu1a9cOnp6eSExMhK+vLz9DaO3a\ntZgwYUKV9bGxsVi6dCkEAgHi4uIAADExMUhOTsaBAwcQGRnJu5siIyMxf/58uLu7IyEhAQAwduxY\nrFy5kp9tBFSIm23btkEgEEAmk2H69Om1PyNNELK81A3Ozs4IDAyEXq/nxTQnYpycnNC/f398+umn\nNrXxsMS8EARBNCQC5shPLsIqxGIxysvLHVLEHD9+HN27d0d6ejofQF6fjBkzBnfu3EGHDh3w7bff\nAqgQTtOmTcPXX39t8/EnT56MLVu2IDExEbNmzbL5eARBEI0RSlJHODT2dBsBFRaWkpIS3uLCUVfC\nUCqVori4+KFxGxEEQTQEJF4Ih7S4cNjTbQRUiBe1Wm0iXuqqfS7Yl9xGBEE0ZUi8EA6NPadKAxUu\nOHPipfLn2sJNsybxQhBEU4bEC9EkLC/2chtxq0hXFis1XRW7KgxzHxEEQTRVSLwQTUK82Mvy4uLi\nYla81BWceJHJZPVyfIIgiMZA3bwOEsRDir3Fi1wux4MHD4zEy/r169GrV686OT5ncaHVmwmCaMqQ\neCEcGnuLF24NLkPx8uKLL9bZ8TnLC4kXgiCaMuQ2Ihwae8e8cC64+nIbcZYXchsRBNGUIfFCALCf\nZcLe2Hu2EddefYmX1q1bAwAeeeSRejk+QRBEY4DECwHAccWLvd1G3LpF9SVewsLCMGfOHJsWdyQI\ngmjskHghHBp7u4369u0LoP7Ei6urK5YsWVIvxyYIgmgskHghAJDlpa746quvANSfeCEIgiBIvBAO\nTkO5jexl6SEIgmiK0B2WAOD4lhd7iwlHTvxHEATR0JB4IRwae1teOEi8EARB1B8kXggAjmt5sfdU\naQ4SLwRBEPUHiRcCgOOKl4ZyGxEEQRD1B93RCYeG3EYEQRCOh01rG6WkpEAul8PPzw/x8fEmb7fm\n6nNycpCSkgKhUIi4uDi0adMGWq0WycnJKC4uRlRUFIYPHw4A2L59O44ePQqZTIaEhARIJBLcuHED\nq1atgl6vR2xsLEJDQwEAf/31F/bu3QvGGMaPH4+OHTvaMjTCQSDxQhAE4XjU2vKSn58PhUKBhQsX\nomXLljh27JhV9ampqZgzZw5mzJiBDRs2AAD27duHyMhILFy4EOfOnYNCoUBxcTFOnTqFpKQk9OrV\nCzt37gQAbNy4EfHx8Zg7dy42bdoEAFAoFDhx4gQWLFiAxMREEi61gNxGdYeXlxeioqLs1h5BEERT\no9Z39NzcXISHhwMAIiIikJOTU219aWkpRCIRpFIpfH19oVKpAAByuRxdu3YFAISHh0Mul+PSpUvo\n0qULvz+3Wq9CoYC/vz9cXV0hk8mgVCpx9uxZODk5ISkpCV9++SW0Wm1th9VkcXTxYs/xKRQK/ton\nCIIg6p5au41UKhW8vb0BVKx0q1Qqq61XqVRGa7KIRCLodDqjcm7bsrIykzLA2Bzv6uoKpVKJoqIi\nFBcXY/78+di9ezd27NiBkSNHGvUnKysLWVlZ/OcxY8bUduhEI6Kh3EYEQRCE7WzevJn/OyQkBCEh\nIQCsEC/379/H559/blLetWtXqNVqAIBarYa7u7tRvZubm0m9YRkAlJeXQywWQyqVoqSkBFKpFGq1\nGn5+fnB2dkZBQYHJ8Q0fQly5VCrlBxQaGoqtW7ea9Ndw0IQpjvpwb6ip0gRBEITtVGVoqFa8eHl5\nITEx0aQ8Ly8PaWlp6NOnD9LT09GpUyej+qCgIJN6Z2dn6PV6qNVqI0ESHByMzMxM9OvXD5mZmXj1\n1VchFouRlpYGADh79iyCg4MBAM2aNUNhYSFkMhlUKhXc3d3RqVMn/Pbbb3y//P39a3BqCEeGpkoT\nBEE4HgJmw7SIDRs24MKFC/D19UV8fDxEIhHWrl2LCRMmwMnJyWx9dnY2Nm7cCIFAgLi4OLRt2xYa\njQbJyclQKpWIjIzEiBEjAPw728jd3R0JCQlwdXXF9evXsXr1auj1eowZMwZhYWEAgB9//BFyuRxO\nTk5ISEgwsQQRVSMQCODq6mpkFXMUbt68iZYtW+LBgweQyWQN3R2CIAiiDrBJvBCOgUAggFQq5QOo\nHYmCggK0aNECxcXFJGgJgiAcBLKlEwAcNyaEAnYJgiAcDxIvhEPDiRaRSNTAPSEIgiDqCpsy7BKO\nQVRUFHx9fRu6G/UCF6hL4oUgCMJxoJgXAuXl5QAc8wF/9+5d+Pr6ory8nGYcEQRBOAhkeSEcUrRU\nhoQLQRCE40B3dMKh0ev1Dd0FgiAIoo4h8UI4NJxLjCAIgnAcSLwQDo2npyceeeSRhu4GQRAEUYdQ\nwC5BEARBEI0KsrwQjQLDFcEJx4K+W8eFvlvHpiG/XxIvRKOAboKOC323jgt9t44NiReCIAiCIAgr\nIfFCEARBEESjggJ2CYIgCIJoVJDlhSAIgiCIRgWJF6Je0ev1yMzMbOhuEARBEA4EiReiXvn9998R\nHh7e0N0gCIIgHAhamNECjDFQSJApAoEAAoHAqm01Gk0994YgCIJoapB4qYLS0lIwxmg1YjNwix06\nOztXK2Ia+vyNHj0aQqEQmzZtatB+EARBEHUHzTYyg06nA2MMTk5ODd2VhxadTge9Xg9nZ2eL223Z\nsgWjR49uMAsWJ67oMicIgnAcyKxghvLycojFZJSyhFgstkoQNLTlpaHbJwiCIOoeekJXgaE7RKlU\nYvz48VAqldBqtRgyZAiaN2+OqVOnory8HH369MGvv/4KPz8/AMD27duh1+vx7LPP2tSHmTNnIj09\nHc2bN8d///tfuLq68nXl5eV4+eWXce3aNeh0OkybNg0TJ05E7969IRKJ+LiUbdu2QSqV8vsFBgYi\nICAApaWlePLJJ7Fs2TL8888/GDt2LP744w8AwNChQ7F8+XL89NNPOHToEAQCAfR6Pf766y/cvHkT\nPj4+tTqPDYFIJOLdXARBEIRjQOLFCtatW4fBgwfjtddeAwDcunULI0eORGxsLNatW4fRo0fzwgUA\nhgwZYnObf//9N5RKJQ4ePIjU1FR88803ePPNN/n6tLQ0BAQEYMOGDQCAoqIiABViYc+ePVW6vHx8\nfLB//34AwIABA1BYWIhWrVph8ODBWL16Nfz9/REYGIiQkBCEhITw+3322Wfo1atXjYTLw4BYLEZZ\nWVlDd6PeKCwshFAohK+vb0N3hSAIwm6QeLECV1dXHDx4EM8//zyaN28Of39/vPfee5g5cyYuXbqE\nAwcOGG3//fffo7y8HK+88grGjh2LW7duQa/X48cff4Svry+ee+45qNVqCAQC7N69G//5z39w+fJl\n3L17F2KxGJs2bcKlS5cQEREBAOjWrRs2bdpkJF5cXV1x5swZXLt2DW3atIGnpyeAitgOS5YGztVT\nXl4OnU4HiUQCAJg1axb69u0LANi5c6fRPtnZ2di0aRNvmakJDW15cXS3UUREBJycnJCfn9/QXSEI\ngrAbjn1nryMmTpyIoKAgPPPMM3jiiSdw4cIFjBgxApcvX8bs2bMhEomq3Hft2rU4cOAAZsyYgW+/\n/RZ5eXnw8vLC/v37sW/fPn7fjh07YufOnRgyZAh++OEHdOnShRdFe/fuxf37942O+/TTT2Pw4MEY\nPXo0unXrhhMnTvB1zzzzDPr374/hw4eb9OfevXuIiYlBWFgYAgIC4OHhAQBwcXFBcHAwAgMD4eXl\nxW9fXl6OqVOnYvXq1bWKA2po8eLo3Lx5E1evXm3obhAEQdgVEi9WIBaL8f777+PMmTNYtGgRFixY\nAAB49NFH0b59+yr3Ky8vx1tvvYV+/fph+fLluHnzJoKCgvDYY49h4sSJSExM5K0kUVFRAIDo6Ghc\nvHgRERER6N69O2JiYnD16lU88sgjJsefMWMGjh07ho0bN+Ltt9/my/fs2YMDBw7gt99+M9mHcxud\nP38ezZo1w9atWwEA6enpePDgARQKBc6fP89vv2jRIowYMQKhoaG1OHMNL14aun2CIAii7rHZbZSS\nkgK5XA4/Pz/Ex8cbmenN1eXk5CAlJQVCoRBxcXFo06YNtFotkpOTUVxcjKioKN5isH37dhw9ehQy\nmQwJCQmQSCS4ceMGVq1aBb1ej9jYWP6h+tdff2Hv3r1gjGH8+PHo2LGjrUPjuXr1Klq0aAEnJ6ca\nxRacOnUKGo0GBw8exObNm7F3716UlZUhISEBAoEAU6ZMwfHjxwEAZ86cwbBhw3Dy5El06NABADB7\n9mzMnj0b33//Pbp162Z07Js3b8LT0xNSqRQ+Pj5GD2lr3EYA0KxZMxQWFgIA3n77bXzzzTcoKSnB\nO++8g7S0NBw/fhyHDh3CwYMHrR5zZRpaPDR0+wRBEETdY5N4yc/Ph0KhwMKFC7F161YcO3YMvXr1\nsliXmpqKOXPmQK1WY/Xq1ZgzZw727duHyMhIxMTEYMmSJejduzfEYjFOnTqFpKQk/Pnnn9i5cydG\njhyJjRs3Ij4+Hh4eHliyZAlCQ0OhUChw4sQJ3iJS12RmZiI2Nhaurq5gjGHlypUATB+Mr732Gr7+\n+mv+c5cuXXDhwgUMGjSIF1OXLl3CK6+8ApFIBA8PD0RERCAtLQ15eXl45plnIBKJ8NNPP4ExhpiY\nGIjFYkRERGDFihUAgCVLluCll17C9evXMWvWLDg7O6O8vBzLli3j233mmWf42UYpKSnYsWMHwsPD\nER0dDYVCgZiYGJSXl8Pd3R2pqalITU1FVFQUAgMDAQDt27fHtm3bkJycjDt37iAmJgaMMQgEAqxa\ntapOhaE1DBs2DIsWLTIRcNbg6OJFIBBQDhuCIJocNomX3Nxcft2aiIgIHDx4kBcv5uqio6MhEokg\nlUohlUqhUqkAAHK5HBMnTgQAhIeHQy6Xw8XFBV26dOH35wSDQqGAv78/AEAmk0GpVOLs2bNwcnJC\nUlISmjVrhqlTp8LFxcWWoRkxdOhQDB061KT8hx9+MPrMCZcpU6bwZeaCXA8fPmxSNnbsWAwcONCo\nrHIgMADMnTsXANC6dWscOXLEpN5ce5MnT+b/vnjxotm2x44dy3/+8ssvAcDmqd5A3YiHbdu2oVu3\nbrUSL46OUChEeXl5Q3eDIAjCrtgU86JSqfgcIlKpFEql0mKdSqUyylUiEomg0+mMyrltlUqlSRlg\n7PZwdXWFUqlEUVERiouLMX/+fAQFBWHHjh22DMuknfrGka0DdTU2nU7XoO0/rFgKFicIgnBUbLK8\nuLm5Qa1WAwDUajXc3d0t1hmWAf9mspVKpSgpKYFUKoVarYafnx+cnZ1RUFBgcmzDhxFXLpVK+Zwk\noaGhfBCqIVlZWcjKyuI/jxkzpspxCYVC6PV6uz0YFi1aZJd26hJrE7/VlXio7XFIvBAEQTReNm/e\nzP9tmH/MJvESFBSEtLQ09OnTB+np6ejUqZPFOmdnZ+j1eqjVaiNBEhwcjMzMTPTr1w+ZmZl49dVX\nIRaLkZaWBgA4e/YsgoODAfwbZCqTyaBSqeDu7o5OnTrxM2vy8vJ4t5IhlZOuWUIsFkOr1fJxHoQx\njDHodDqrXHN1df4orsM8nHgpKiric/0QBEE4ClUZGmwSL+3atYOnpycSExPh6+uL4cOHY+3atZgw\nYYLZOgCIjY3F0qVLIRAIEBcXBwCIiYlBcnIyDhw4gMjISHh7ewMAIiMjMX/+fLi7uyMhIQFARXzG\nypUrodfr+UG1bdsWPj4+WLhwIZycnPhta4tAIICLiwvKy8sptbwZuPNjjTBpaPHX0O3XN5x42bZt\nGyZMmNDAvSEIgrAPtKo0Ua/s2rULgwYNsslyIhAI8N5772Hp0qU13tfHxwf37t1zWMsNN76tW7di\n1KhRDd0dgiAIu0BJ6oh6xdEtHw0Nd365ZR4IgiCaAiReiHqloWNeHH1tI2dnZwBw6MUnCYIgKkML\nMxL1SkNbXhq6/fqmefPmAEi8EATRtHDs11KiweHEQ0PFnDi6eCktLUWzZs0oUR1BEE0KEi9EvcKJ\nFlvFi6MG3NpKaWkpJBIJzYojCKJJQeKFqFc40WHrw7W24sXRLS8ajQZSqZQsLwRBNClIvBD1ComX\n+kWr1cLNzY3EC0EQTQoSL0S9UlfipTGwatUqpKen27VNsrwQBNEUIfFC1CtNyfIybdo0/Oc//7Fb\ne0CF5UUqlTYJcUgQBMFB4oWoVxra8mJvt5E9pyzr9XrodDpIJBKyvBAE0aQg8ULUK03J8gLYV7xo\ntVo4OztDLBaTeCEIoklB4oWoVxra8mJv7CkitFotXFxcIBKJmsz5JQiCAEi8EPVMXeV5qS32trzY\nU0SUlJRAIpFAKBSS5YUgiCYFiRfCJk6ePAmlUlllfVNzG9lTvBQXF8PDwwMikYjEC0EQTQoSL4RN\nPPbYY/jggw+qrG9q4sWeFqYHDx6QeCEIoklC4oWwGa1WW+02TWW2kT3HWVRUBE9PT4p5IQiiyUHi\nhbAZS9aGpmZ5saeI4CwvFPNCEERTg8QLYTP2EC+1pbJ4OXXqVL22Z2/xwlleSLwQBNGUENt6gJSU\nFMjlcvj5+SE+Ph5CodBiXU5ODlJSUiAUChEXF4c2bdpAq9UiOTkZxcXFiIqKwvDhwwEA27dvx9Gj\nRyGTyZCQkACJRIIbN25g1apV0Ov1iI2NRWhoKPLz8/Hdd99BLBbD1dUVb7zxBpydnW0dGmEl9hAv\ndSEKNBoNoqOjoVKpIJVKbT6eOewZ81JUVEQxLwRBNElssrzk5+dDoVBg4cKFaNmyJY4dO1ZtXWpq\nKubMmYMZM2Zgw4YNAIB9+/YhMjISCxcuxLlz56BQKFBcXIxTp04hKSkJvXr1ws6dOwEAGzduRHx8\nPObOnYtNmzYBANq0aYOkpCQkJiaiffv2OH78uC3DImpIY3EbcbOi1Gq1TX2xhD1FBLmNCIJoqtgk\nXnJzcxEeHg4AiIiIQE5OjsW60tJSiEQiSKVS+Pr6QqVSAQDkcjm6du0KAAgPD4dcLselS5fQpUsX\nfv/c3FwAgEKhgL+/P1xdXSGTyaBUKo2sPaWlpWjZsqUtwyJqSGMRLzqdDkCFBaa+aCi3EQXsEgTR\nlLBJvBia36VSqVG+D3N1KpUKrq6u/DYikQg6nc6onNtWqVSalAHGDzFXV1e+/OzZs5g9ezbOnz+P\nRx55xJZhETXEGmHRUOLFEC51f32KF3IbEQRB1D82xby4ubnxJni1Wg13d3eLdYZlQIWJXSwWQyqV\noqSkBFKpFGq1Gn5+fnB2dkZBQYHJsQ3fpA3LIyIiEBERgd9++w179uzBiBEjjPqalZWFrKws/vOY\nMWNsGTphQEPFvNy4cQNlZWUICAiocj/D64UTL+PHj0ffvn2xYsUKm/pkbT/rC85tVFRUROKFIAiH\nZPPmzfzfISEhCAkJAWCjeAkKCkJaWhr69OmD9PR0dOrUyWKds7Mz9Ho91Gq1kfAIDg5GZmYm+vXr\nh8zMTLz66qsQi8VIS0sDUGFVCQ4OBgA0a9YMhYWFkMlkUKlUcHd3h06ng1hcMRSpVMq7BwwxHDRR\ntzSU26hnz564evWqxfY58ZKdnc3/CE6cOIELFy40evHC5Xm5ceMGiReCIBySqgwNNomXdu3awdPT\nE4mJifD19cXw4cOxdu1aTJgwwWwdAMTGxmLp0qUQCASIi4sDAMTExCA5ORkHDhxAZGQkvL29AQCR\nkZGYP38+3N3dkZCQAAAYO3YsVq5cyc82AirEzbZt2yAQCCCTyTB9+nRbhkXUEEsP7PoULw8ePKh2\nP068zJkzB//73//48vpa/bmh8rxQzAtBEE0Jm6dKv/jii0af/+///q/KOgDo3LkzkpKSjMoknm67\n/gAAIABJREFUEgneeecdk22HDBmCIUOGGJW1bt0aCxcuNCqLjo5GdHR0TbtO1BENZXmpSQI6kUhk\n9Lm0tNSm/lRFVePMzMxEdnZ2nborG9PyAGlpadiwYQO6deuGxx9/HP369WvoLhEE0YihJHWEzTzM\neV44gVNZ6Njb8pKQkMBbCusKw+UBHnbx8v7776Nly5Y4ffo0Ro0ahVu3bjV0lwiCaMSQeCFspqHc\nRtbAiRZ7zQKqqp36EBeNxfJSWFiIvLw8LFu2DKmpqZg6dSrefffdhu4WQRCNGBIvhM001FRpa9qt\nyrVUX2seVTXOurb0MMZQXFwMmUz20IuXXbt2YcCAAXBycgIAzJ8/H7t27UJGRkYD94wgiMYKiRfC\nZhpLkjpDDBMb1iVVjbOuLT8qlQouLi5wcnJ66JPU7dy5E4MGDeI/y2QyvPvuu/jPf/7TcJ0iCKJR\nQ+KFsJnG4DaqjD3Fy/bt2/H333+blNtijVEqlXBzcwOAh3p5gPLycuzevRuDBw82Kn/ttddw7Ngx\nZGdnN1DPCIJozJB4IWzGGsuLrZYHc6LAFtePPcWLOQvDvXv34OzsXOuHd2lpKVxcXADAyG2kUqlw\n/fr1Wh2zPjh69ChatmyJ1q1bG5W7urpi1KhR2LZtWwP1jCCIxgyJF8JmGsryYo14eRgsL+Y4deoU\ngIoFTGtDWVkZH0NiKF6++uortGnTplbHrA9++uknvPDCC2brBg0ahB07dti5RwRBOAIkXgibaeiY\nF0vJ6qoSLyUlJSb5guoCc/2snGMG+Fe03L17t1btlJaWwtnZmT8+J16uXbtWq+PVB2VlZdi0aRPG\njh1rtr5///44ceIEiouL7dwzwhJ5eXkPrRuSIDhIvBA209BJ6jw9Pavcr6o8L4B5d46tmBunOfFy\n8+ZNABXuo9pQleWl8nk6fPgwL5Bu3rxp14fSrl27EBgYiI4dO5qtd3d3R/fu3bF//3679Ymonvbt\n22PNmjUN3Q2CsAiJF8JmrBEmtj40bY2ZsVeeF3Pnglt3y5CSkhIA4K0OBw8exI8//mh1O5UtL1y7\nldvv27cvnnrqKT72JCUlxeo2bOX333/H6NGjLW4zePBg7Ny50049IqylthZBgrAXJF4Im7HG8mJr\nOv66jnmpL/R6PXbv3m3kvjEnXjQaDby9vaFUKgFUZOAdP3681e0YWl4MZxtx59lwcdKzZ8+id+/e\n6Nq1q13Fy+XLl40WazUHF/diL3FJWAe5jYiHHRIvBIAKE//Jkydrta814kWr1dbq2JbaqAvxUtc3\nab1ej2eeeQYvvfQSbty4AcC820ir1cLHxwcqlQoAcOfOnRq1U1XMS1FREYCKWUcPHjyAVCrFG2+8\ngfLychw+fBjp6em4ePFircdXE65du4a2bdta3KZLly7Q6/XIzc21S58I63iY8wYRBEDihfj/DBo0\nqFoTf1VYM9uoPsRLTahKxJgL9rWlLe5cHDx4EIGBgdi/fz92795tsp1Go4Gvry9vefHw8KhRO2Vl\nZdWKl/z8fAQEBGDp0qXYv38/PDw8MHDgQOzdu7fW47MWxhiuXbtW7cwngUCAwYMH06yjhwyyvBAP\nOyReCJ68vDyjz3q9HhqNptr9GGPIysrCU089ZVSuVqvrTLzUNs9Lddt4e3ubPDiFQiEEAoHFWUxV\nYdhPjUaDH374wex2nOWFEy/e3t4A/o2FqY7S0lKzAbv3798H8K94adeuHSQSCfr37w8AGDBgAL74\n4ot6W1Wbo6CgAG5ubpDJZNVuO2jQIIp7eQiIjo7G5s2bAZB4IR5+SLwQVfLRRx/B1dW12u0YY9i7\ndy/27dvHl6Wnp8PNzY0XL+fPn8ft27dr3AdOPNXWbWQNV65c4f82dJ3Vxr1SuZ+cwNi1a5dRbhmN\nRmMkXjgxYe1U58qWF0403bx5Ex4eHlAqlbzlxZARI0agrKwMv/76K19WWFiIuXPnWiVUreXixYvo\n0KGDVdsOGDAAf/31F9RqdZ21T9ScU6dO4dNPPwVA4oV4+CHxQhhhmLLe2oe3Xq83ERKc1YJ7qC5e\nvBjDhw+vcX/Wrl0LoH5nCxmKiq+//povu3r1qtXH4PpX+abPBeu6u7uDMcbXV7a8aDQaSKVSq2d5\nGFpeuIBdvV6PgoICdOzYESqVCnl5eSbixcvLC3PmzDGaCrts2TIsXbq0TqeOX7hwocop0pXx8PBA\nVFQUDh48WGftE7Xj2LFjACjmhXj4IfFCGGHotuDe7M3xzz//8ILF3I2Os9gYznqpaVAqAP5tvLqb\naXR0NC8EDKm8PEFISAhGjhxZ5XGuXbuGHTt24LXXXquReOH6Zzhe4F9h5OLiAmdnZ14cVo550Wg0\naN26tdV5X8zFvCgUCri5ucHb29so5qUy48aNw5UrV7B7925s2bIFP//8M7799lv89NNPdSYSa2J5\nAUBxLw8ZjcHywhjD8ePHG7obRANB4oUwIiwsjP9bIpHwf8fExGD+/Pn8Z0MXkEAgMLG8cJ9ff/11\nvsxcnMXPP/9s0V1gKJD0er2RoDBs89SpU/zsHkO4mzAnLsaNG4dffvnFaBvDB7ZcLkfHjh0REBBQ\no9T9XDuWxIuTkxMvXjjLC5fnpaSkBK1ataqV5YUTLyqVCu7u7nBzc6vSbQRUCMv4+Hg888wzGD16\nNK5evYpJkyZBq9VCLpdbPWZLXLx40WrLC0BLBdjKjRs3IJfLkZGRgZUrV0Kr1ZrEsFniwoULRp8b\ng+Xl/Pnz6N69O02zb6KYJqCoISkpKZDL5fDz80N8fLyRCd5cXU5ODlJSUiAUChEXF4c2bdpAq9Ui\nOTkZxcXFiIqK4t0L27dvx9GjRyGTyZCQkACJRIIbN25g1apV0Ov1iI2NRWhoKPR6PVatWoWCggI8\n+uijePnll20dVpPFUBwYxrscOHAA//zzD5KSkgAY5y4RCAQ4evSo0XHMrZhcWbwwxvh1b4qLi+Hu\n7m6yj2GG3gMHDuCpp54y66bitqmqjPufe+Abwomnq1evoqCgAAEBAWjbtq3ZlaArc/r0afj6+vKW\nlcpj5H4Pzs7ORvVcnhfO0qXRaGokXsxZXtRqNaRSKdzd3aFSqXDr1i088sgjZvd/7bXX4Ovri5Mn\nT0IqlUIsFmPIkCH4/fffERwcbFUfLHHhwoUaWV7Cw8NRUlJSY4tNdRw5cgTZ2dmYMmWK3XP+2JMx\nY8bgyJEj/LXg6uqKKVOmWPVgz8jIQNeuXQFUuDeVSiXKy8tx7949FBQUoEuXLvXd/VqhUCgAVLio\n1Wo1fH19zf6+iaopLCyEm5sbv0J9Y8Imy0t+fj4UCgUWLlyIli1b8v5SS3WpqamYM2cOZsyYgQ0b\nNgAA9u3bh8jISCxcuBDnzp2DQqFAcXExTp06haSkJPTq1YufjbBx40bEx8dj7ty52LRpE4CKB4i3\ntzcWLlwIjUZj8hZBVM+gQYNMyjjLy59//gmgwirBGMODBw9MZg8ZZodljBmJl8cffxxAxTTedu3a\n8UGxXIp8AFi3bh3++ecfkz5wx9Hr9SgsLAQALF++HIBpwK65GzUnWjjLiLmcK1yulYCAAGi1WojF\nYrRv394okJfj9u3b6Nq1Kxhj+P333xEVFYWAgAC0aNECIpHIJCEd156zs7OJ5aVZs2ZG4qVNmza4\nc+cODh48iIMHD1p0W5mzvHDixc3Njc/zUtXSCU5OThg/fjw++eQTfPDBBwCAF154AT/99FOVbVoL\nY6zG4kUgENSL9WXx4sWYOnUqxowZgwULFmDw4MFo3rw5goOD8eeff0Iul9c6v9HDBBdjxl3nXPC1\nNe6frVu38n8bWipfeeUVhISE1HVX64ysrCwAFdmAW7Zsyd8XDGPL6hPGGDp27FjrxVUfBsLDwxEX\nFwcAyM7O5u/rAoEAixYtsunYRUVFNfptrVy5ErNmzbJ6e5vES25uLsLDwwEAERERyMnJsVhXWloK\nkUgEqVQKX19f/qEhl8t55R8eHg65XI5Lly7xij8iIoJPYqVQKODv7w9XV1fIZDIolUrk5uby+xtu\nS1iPodVi+vTpyMzM5MWA4QyYFStWwNPTE9nZ2XyZQCBA7969AQBKpRJCoRB9+vTh61u0aAGgwjWS\nn5+PPXv2APj35gNUuJfmzJlj0i/ODVNeXs735++//8Zrr71mJH4A89Yeblxcnbm37zt37uDRRx81\nKgsODkZubq7ReUlOTsaQIUOQkZGBnJwcowBkxhiEQqGJeKkc82JoefHy8kJJSQkYYygpKUHr1q1x\n+/ZtDBkyBP3790dAQABOnTqF6dOnmwgzc7ONDMWLUqnEgwcPapQ/JiYmBleuXMGlS5es3sccN2/e\nhJubG7y8vGq0X11Pmb58+TKOHDmCGzduoEOHDtDpdJg2bRpOnz6N5cuXY8SIEYiMjMRjjz2GlStX\n4vz5843CXWKOylZL7iH0f//3fxatL+vWrTNyt3LjZ4yZjSHj6qrC8AWktLQU/v7+6NGjh4lruPIx\n3nrrLX6atiFVpQ6Ii4vDtGnTAFRMyweAefPmIT8/HwkJCXjssceq7GNlhg4div/9739V9k+pVBq9\nmHP1Bw8exMWLF7F69Wo+XcTly5eN7muWqOo8qlQqnD171qT81KlT2LhxI1q1amVUXtlVXZnCwkKz\nYq60tBS3bt3CpUuXoNVq0aVLF96gAACJiYnWDKNKFi9eXKPvYfHixfjkk0/w5ZdforS0tNoJBDa5\njVQqFZ+fQiqVGl3s5upUKpWRK0IkEkGn0xmVc9uWlZWZlAHGX7i541buhyXWrVvH/11VzEZ91T1M\nbQiFQqNEaitXrsTKlSv5z5MnTwZQ8bY+e/ZsAMDEiRP5eoVCgT/++ANAxQOjMpVdF3PnzoWPjw8+\n++wzo/LKLpePP/4YGRkZACpuqtx3r9Pp8M0335i0Yy6XDHcztpTX5NKlS7yVZcyYMQAqFntUqVT4\n+++/0bNnTwAVs3K4G33lmx1QcT1XPsdVuY20Wi0vXkpLSyEWi+Hv7487d+4YCaCCggKsXLkS8+bN\nMzqP5mYbGYqX27dv89YeaxGLxZg+fTomTZqEPXv2wMXFxep9DZHL5bVyPT399NOYMmUKNBqNUbxV\nTbly5QqmTp2Kixcv4oMPPkCLFi2wdOlSo21at26Nq1evQiQS4cyZM/jqq6/w8ccfw8nJCU8//TRG\njBiBJ554AlKptNb9qA0LFixAaWkpFi1ahNOnT0MikSAwMBAajQYeHh5wdnbmLQsdOnTAf//7X/Tq\n1cvEbfvWW28BADZs2IAVK1ZAo9EgICAAixcvxsCBA7FkyRJ4enry98D3338fixcvNnLTcr/pu3fv\n4syZMxgwYADy8vLw6KOPori4GIWFhRCJRMjNzUVRURF69OjBZ1RWq9XIzc1FYWEh75p49tlnMWfO\nHDzxxBMAKt70d+3ahUmTJvFTtBUKBSZNmoSxY8fi2WefxZQpU3Do0CF069YNGzduhI+PD/r27Wsk\ndLZu3Qo/Pz/cvn0bBw4cwNdff43y8nLcuXMHGzduREJCgtlzrdfrkZmZie3bt8PHxwcjRozAuXPn\n8PTTT6O0tBRffPEFxo0bBw8PDzDGUFxcjFGjRmHWrFm4f/8+xo0bh8DAQKxZswZff/21UbB9aWkp\nduzYgT179uCzzz4zsviOGzcOOTk5uHTpEvr27YsNGzYYWUiXL1+ORYsWYevWrRg5ciTCwsLw5ptv\nYsGCBfz9p6SkBNevX0eXLl2g0+n452B2djb69u0LoEJIDhs2DGfOnAEAHDp0yOil8vjx43jkkUdw\n6dIl/qXh2rVrUKvVcHFxgaenJ37//XcMGzYMH3/8MbZs2YKUlBS0a9cOQqEQubm5SE9Px/PPP8+P\nT61WQy6Xo0WLFvxL7x9//IFhw4Zh8ODBWLNmjdFvm1tzjTNECAQCzJgxA9evX8eHH35oUcDYJF7c\n3Nx4Ra1Wq43Uv7k6wzKg4m1aLBZDKpWipKQEUqkUarUafn5+cHZ25hW14bENHw5cgCK3v7l+cGRl\nZRkp4jFjxvCZRisrYMPPD1NdfbVx6tQpABVvM9999x1f3rZtW/Ts2RObNm3ClClTMH78eAwYMICv\nf+GFF3Dv3j2jVYE5CxgA9OzZE0ePHjUbd7Fz506Ehobixo0bfFbYynlG3n77bQBAYGAg9Ho9/x1z\nFrvKWBIvliwvnNlXKpXyrkgAGDJkCM6dO4eIiAhIJBJ4e3sjLCwMcrncrJVIJBKZuKWqCtjVaDRw\nc3ODWCzGgwcPIJFI+BuwRCLhA3k5MXj37l2j81hdzMulS5dqnLUXqHh7zczMxIQJE/DTTz/VKk5E\nLpcjKCioxvt5eXkhPDwchw8fxsCBA2u8P1Dxlvz888/jqaeewoIFC4xu1pXh/Pw9e/bkBer+/ftx\n8uRJJCYmIj09HVFRURg4cCAiIiIQHR0NPz8/6PV6iMViCAQCMMb4c3T37l3cu3cPEokEEokE169f\nR2hoKNatW4eLFy9CKpXCxcUFnTp1wtq1a/nA8Z49eyIiIgJCoRArV65Er1694OLiAh8fH2g0Gmg0\nGv5eadieTqfDzJkzsWLFCn5Mo0aNMglI79OnDy5cuIA2bdrg2rVrRoH3HEOHDsWiRYv465cxxt+r\n27dvj+LiYnz//ff8Q27dunVYsGBBlTFaISEh+Oijj9C9e3c+dmzbtm3Ytm0bAKBdu3bo3LkzAOCN\nN95AbGwsfH19MW3aNN6iwo1j165dWLduHf73v//Bz88PeXl5mDVrFvr06YO3334b27dvR2xsLDp3\n7oxt27bByckJzs7OmDNnDr777jv07t2bF3nNmjXDjh070KNHDyiVSkyZMgVSqZQXf5s2beKfOy++\n+CIWLFjA3y/fe+897N27F/v37+fvK/7+/ti7dy8uXLiAkydPYsqUKWjWrBnmzZuHzz//HFqtFmVl\nZXjrrbfw+uuvm2S33rZtG+bNm4ennnoKXl5eiI6Oxn//+18AwHPPPYfu3bsjKyuLd+1w5OfnIzU1\nFaGhoXB3d8cbb7yBn3/+GQqFAtOnT8eECRPwxx9/oKCgAGFhYcjMzETfvn3x119/oWfPnigvL8f+\n/fvx4osvYsuWLZg5cyZ69OiB7Oxs3L59G82bN0dISAiGDx+OQ4cOITU1FSdPnkRgYCCefvppvPLK\nK3jllVcgEong5OSEUaNGAQDmz5+PTz75xKiv3377LYqKipCamopHH30UixcvBgB8+eWXmDFjBkaN\nGoXx48fjySef5K+vDz/8EM8//zwAGAnVkJCQf12ZzAauXLnCvvzyS8YYY1u3bmVHjhypti4xMZGp\nVCp2+/ZttnTpUsYYY2lpaezAgQOMMcaWLFnC7t69y4qKilhSUhJjjLE//viD/fLLL4wxxlasWMFu\n3brF1Go1mz9/PmOMsePHj7NNmzYxxhhbtWoVk8vltgyryTFhwgQGgB0+fJgBYAEBAUyr1TLGGNu3\nbx8DwLZs2cIYY0yv1zPGGCsqKmKMMfbLL78wAEb/3nzzTQaAde/enf3zzz/sq6++Mtnm5ZdfZo8/\n/jh7/PHH+bKBAwca9YsrDwkJYf3792effvopf9zKxwPA9u7dazK2tm3bMgB8O59++qnRsQEwNzc3\nBoBFR0cb7ZuQkMC3+cknnzA3NzemUCjYmTNnzLbv4+PD/Pz8jMreeecdBoDp9XoWHh7Ozp49yxhj\nzMvLi927d495eHiw3Nxc5ufnx7KyslinTp1Y69at+f1nzpzJALBDhw4Z9W3BggUsMTGRMcbYuXPn\nWOfOndnGjRtZbGwsW7duHYuMjGRBQUG1uh60Wi2LiIhgP/74Y632nzVrFvvwww9rte8HH3zA3njj\njVrtW1ZWxoYOHcqmTJnCX6e2oFar2bZt29g777zDBg4cyLy9vZlYLGYikYgJBAImkUiYUChk4eHh\nrEOHDszLy4v5+voyJycn5uLiwvz8/JhUKmUxMTHsgw8+YO+//z57+eWXGQAWFxfHALCpU6eyHTt2\nsFmzZjEAbMqUKaywsJABYMXFxYwxxjQaDbt+/TorLy9nWq2WqVQqptVq2WOPPcYAMIFAwF8v8+fP\n5/8eNWoUGzJkCAPAEhMT+et/x44dbNq0aczDw4MBYBqNhh8zt++4cePMXuOGfa/q3/PPP2/UB659\nbuxZWVnszp07bNmyZSwrK4stX76c3bp1i//+AbABAwYwAKxv3778sXJyclhJSQm7fPky319uvJ98\n8gn/u+zWrRuLiIhgQqGQ9e7d26R/LVq0YAKBgPXs2ZPvY/PmzVl4eDi/TXR0NP93eHg4fz6OHDnC\n5s+fz2bOnMkGDhzIPvroI74vGo2G/frrr2zGjBkMAEtNTWWFhYUsIiLCqP0dO3YwkUjEALDJkycz\nf39/vm7ixIls4sSJ/PfF/fvxxx/Zxx9/zD755BPWvHlztnXrVhYWFsaOHDnCTpw4wff59ddf56+J\nrl27svXr1/Pfq4uLCxs5ciT766+/+Hvi9u3b2W+//cYSEhJYeno68/HxYQcPHuTv3ZMmTWLR0dHM\nzc2NbdiwgX3wwQcsMjKS+fn5sYULF7Lvv/+ejRw5ki1atIjFxsYyHx8fs9fEunXr2O7du/n7dHl5\nOfPy8mKbNm1inp6ebPz48ezTTz9lMTExTCwWs4CAAHb//n2Lv0+bxAtjjK1fv54tWLCAffHFF0yn\n07E1a9aw0tJSs3WMMXb+/Hk2b948Nn/+fJafn88YY6ykpIQtX76cLViwgP3666/8sdPS0ti8efPY\nsmXLmFqtZowxdu3aNbZgwQI2b948lpGRwRhjrLy8nK1cuZItWLCArVmzxtYhNTleeuklBoCVlZXx\nPyAOTtDs3LnT7L47duwwuVAZY0Z/r1692qg+MDCQ/5trm/txXbt2jT82Vx4VFcX69OnDkpKS+P6Z\n+4GkpaUZ9a20tJSvi4yMNBIvcrmctWnThq/v378/u3PnjtH+77zzDlu2bBkDwAYNGsR8fHwYY4zp\ndDoGgIWGhhq137x5c9aiRQujsjfffJO/wUVFRbETJ04wxhiTSCRMpVIxf39/dvToUda2bVtWWFjI\nfHx8ePEydOhQNmzYMAaA/fTTT0Z9mzNnDlu8eDFjjLHs7GwWFBTE1qxZw1566SW2e/du5uHhYSLG\nasLOnTtZly5dWHl5eY33HTZsGP+yUVPOnTvHWrVqxd8vasJbb73FnnrqKf7+U9fo9Xr+2DqdjqlU\nKqZSqdiJEyfY+fPn2Z07d5hGo2H37t1jer2elZSUsIyMDCMhpdPp2HPPPcdUKhUrKirix6nX69n3\n33/Pf7579261/bly5YrJi8Gnn37KP/iHDh3KVCoVu3jxImOMmf0uCwoKjD5XJUh69+7N3n33XfbP\nP/+wnTt3MolEwlJTU9lHH31ktN2ePXsYY4z169ePf1ABYFeuXGGMMaZSqaw+3/Hx8Sw7O5utWLGC\njRs3zuw23P1p7dq1vOiLjY3lRdvZs2fZyJEj2bVr19i1a9fY8OHDWU5ODi+kALDXX3+dvfHGG/zn\ns2fPsrKyMv6+1adPH/bll18ykUhkVb937txptC3XL0OhU15ezo4dO8aKiorYtGnTjEQf991z59ZQ\nrDFWYQCIi4tjbm5u/PWYnZ3Nrly5wu7cucMOHTrEv0ByL0sZGRksJyfH5HstKSkxOjYAFhQUxF54\n4QXGWMWLDADWqlUrs2N98OABa9WqFX+8sWPHslatWrGwsDA2d+5c1qpVK7Zs2TLGWMX9ODIyksXH\nx7P169ez4OBgxti/z5/MzEx27949du/ePavOs83ihWj8cG8VjFX8qAxvtn/++Sd/EzLHgQMHqhUv\na9asMapftGgR//eHH35oVDdo0CDWuXNndv/+fb7siSeeYN7e3vxb0OjRo83eYH/++Wejvj148IAB\nFRYR7q3qs88+4+vbt2/P7/vWW2+ZjG3evHlswYIFDABr2bIl6969O1/HnSfu5glUvNFxlh7u34wZ\nM/g2e/bsyY4cOcL0ej0TCARMp9Oxdu3ase3bt7OgoCCm0+mYSCRiLi4uTKlUsldffZW1a9eOAeCt\nmByzZs1iy5cvZ4xVCLHAwED2zTffsKlTp/JvoDExMdZdAGbQ6/Wse/fuLDU1tcb7BgUFsaysrFq3\nzb0RWoter2cDBw5k/v7+Vj30HYnTp08bXW/JycmMMcZiYmLYF198UePjVSVeTp48aXb7jIwMo5cM\nDrlczo4ePcoYq/gd1ifnz59nWq2Wf6l4//33eatKVcyZM4fv98yZM1lGRgabNGkS+/33341E3i+/\n/MLOnz/P9Ho9Kysrs7pPlS1/ixcvrtIjkJ+fz7Zv386KiopYYWEhX65SqVhmZqbJ9llZWQwA69Gj\nR5Xtc9twFnSOmJgYBoBt3ryZbdy40WQ/zgr/7rvv8mVz5841uf8YYvgC+80337Dc3FyWl5fHGDM9\nD4bX67Rp0xhjFQLp3LlzVR6/KmzO80I0fgxjTQzz9AD/xohUnkXDYRjjIRQKeV/w6tWreX945ViU\nyMhIABUrL1eOqeB8nu+88w5fJpFI+GC4Fi1a8PEglancjlarhbe3N4RCodmI/F9++QWHDh3CzJkz\n4efnZ1Lv4uLC++hv3LiBmJgYo7ECxsHI5mYb6XQ6PmiWy7BbVlbGx8e4urpCoVBAIpFAJBJBKBRC\nq9XysSt5eXlo3bo174fnKC0t5WNeuPOu1Wrh4uICX19fAKhymrQ1CAQCJCYmYt68eYiNjbV6v7Ky\nMuTn5yMwMLDWbU+ePBnff/89Bg8ebNX26enpyMnJQV5enk2Bvo2RygHZ3HVpuM5YTfjoo4/4WDND\nuN9sZcLCwqDX65GXl2cUa9ixY0c+SaE1i3PaAhc7w9GuXTvMmDHD4kwXw3iwFi1aICwszOwiqobZ\nuKu6B5qj8n1t7ty5VW7btm1bPtDZEKlUitDQUJNybryWft9cIG/lGLzqrosNGzYgJSVGtNsbAAAg\nAElEQVQFTz75JF/GxahUxaBBg6DX65GVlYWgoCCjzOyVzwM3A3nQoEF87JWzs3OtpuRThl3C4orP\n3M3QXH4UwFj43L59m5+9EBcXx89M4mZ/cT/goUOHgjGGvn37ok+fPlAoFPDz8zPKK7B69Wr+b8MH\nkr+/f5XTaSvPMuMe5kKhkA+UNRRnXbt25QOQuQe+IS4uLjhx4gS/InOPHj1MtunQoQOfm8Rcnhed\nTseXOTk5obS0FFqtlh+Tq6srH+QJGAcWcw+D3r17448//jAKtC4rKzPJ88KN18fHB4Bt4gUABg4c\niGvXrtUoU2teXh5atmxZ65lKQMVsjIMHD5rNs2OOLVu2IDY2tskJF+Bf8fLFF18AMH35qClVfW+W\nArcFAgHat29v9gXA3qxbtw7jxo3DuHHj8Pnnn1e53euvv44//vgDly9frlFukYcBgUCAsLAwREVF\nWdyuqnt2dZSUlGDYsGE17lNoaKjFJWW4Pi1duhRfffUVWrZsWav+cZB4ISyKl+osL9xbVVBQELy9\nvY2mUHNws4PatWvHJ6wzxMvLC4WFhfx2lUWIYZ4Zw9lMleFmLXFw1gluSj4AkwccN+OkefPmJsdz\ndXWFXq/HoEGDsHTpUrz44osm2wgEAt4iIxQKTd6Ey8vLjRLVlZWVQaPR8A8JzvLCTfX/4Ycf+BsH\nJ16GDh2KQ4cOGeUvMrS8VBYv3LFqe/PiEIlEePbZZ/Hbb79ZvU9tZxoZ4uHhgVdeeQUffvhhtdue\nO3cOmzZt4mcmNDW4661du3YAbF9pnbOwzJw5EwAwdepUs5aYh5WJEydalS1WJpPhySefRPv27Wtk\nUXlYOH36NJ9csq6p75eA9957D+3bt7f5OCReCItJjrg3uap+4D169EBhYaHFxICcKPHy8rKYcp/b\nzs3NzWiKq+EN2VLW1uosL0OHDjVZlJGzTpj7MXE5Ptq2bYv33nvPYrZaAGCM1crywrmNAGDSpEm8\nWODGPW7cOPTt2xfXr1/nj2vJ8gJUPHTGjh1b5bmylhEjRpjNaVMVdSFeAGDWrFn4+eefLV5XW7Zs\nQVhYGG7dumVWFDcFuGuAu35sFay9evXiEy4CFdNcDadiEw8H3FT9pgyJF8Ii1VleAFRrLn7uuecA\noNp1Vri3RwA4fPgw/7ehNcPSWxW31gmHoXjR6XSYN2+eSV+bNWuGv//+26xvmRMvbdq0sdhv7hxx\nyeYMkcvlfBmXpM6c5cXc2w43HqFQiObNm2PWrFm4desW3xZnefH29oZCoUBJSQl/3G+//RZPPfWU\nxX5bQ0xMDP7++2+THDxVUVfixcfHB++++y7ee+89s/VKpRLTp0/HoUOHcPny5SZ7I+eugbqytnE0\n1fNJNB5IvBAWqS7mxRq6d+8OoPqVat98803+IcnFbQDGoseSiOL8/hzcA54TL1XFAzz++ONmb9bW\nihfD9ir379ixY/y5c3FxgVartWh5MWTSpEn4/vvvAVTE5GRkZCAtLQ2AcZI6LsHdxYsXbYo1MYdM\nJkNoaKhJBteqqCvxAgAzZsxAbm4uZs+ezV87arUaU6ZMgUwmQ1RUFPr06WM2XqmpwH3f3PVja8wL\nR12JIIKoL0i8EBYtItZYXqylOvEiFAr5m/HFixeNyjmqCwg7ceIEb7GobHmp6Y2da8vawDJu7a7K\ncOfO1dUVJSUlFmNeDAkMDOSXZuAsTpwVynB5AKBC3Ny8ebPOxQsA9O/fHwcOHLBq25ycnDpZlRqo\neCAfPnwYx44dw6BBg7Bo0SL07t0bGo0G69atw7ffflsn7TRmDAUsUHeiIyIiok6OQxD1BYkXwiLV\nxbzUhOrcRoYYLupnKDo6duxocbrf448/jtGjRwOoeMDbIl64KdnWjt2c5QX494EikUig0WiMLC8e\nHh64efOmWfFiCBcPxAUlG1pegIrg3rt379ZLsJ214uX+/ft48OCB2WmftcXX1xe7d+/G888/D7Va\njblz52L9+vWYOHGiyQJ1TZHK4qWuLC/jx4+v0e+VIOxN4wuzJuqc6qZBAvYXL9z2vXr1wrPPPssH\n+vr6+hrlWzEHJ260Wq1VbqOq6NevH958802rt9dqtTW2vDzyyCO4cuVKteKFmwVy//59AKaWFzc3\nN9y9e7deLC9PPPEEzpw5w6+dVBXnz59H586d6zxewsXFBa+++mqdHtNR4K43w+BtgmgKkOWFsCgq\n6iLmhaM6t5E5/vrrrxpPg+USIVWebVRT8eLn52eyyFhVcALFnMjjysxZXlq0aAGdTletxWTy5MlY\nsmQJ7xKrbHmRSCQoKiqqF/Hi5uaGiIgIHDlyxOJ2WVlZtUo2RdQeTihyorKuLC8E8bBDVzphkbq0\nvJSXl9dqP3M3ZEtv91zuGcOAXcN8K/UB9+ZryW1kzvLSokULvs4SQqEQfn5+VVpeJBIJGGP1Il6A\nCteR4erh5jh//jy6dOlSL+0TVXP58mV+Fh1ZXoimAokXwirLS12Il9oew5x4OX36tNFnwym1crnc\nKF0+t399vpUaJoyrjCXLC7e8QHXiBaiIA/rhhx9w7NgxE8sLJ1rqU7wcPHjQ4jZnz57lrV6E/TDM\nUdSsWbMG7AlB2A8SL4RFOAuHrW90x44dw7hx42q1ryVBwME9yFu3bo3bt29DJBLh/v37dhMvnGiw\nJNAsWV6sme7LBTHv27fPrOXFsB91TY8ePZCRkQG1Wm22Xq/X4/Tp04iOjq6X9onq+eeff9CvX7+G\n7gZB2AUSL4RdLC/du3e32fJiKGIqCxrus2Gm1fXr1/NuI8Pj1AeWAia5WB+JRIKSkhIjywsnWjgR\nYwluuYDbt2+bjXkB6k+8SKVShIWF4cSJE2brr1y5Ak9PT6P8PIR9admyJSWXI5oMJF4Iu+V5qS1c\n/wz7YE683Lp1C+vXr0fv3r0BVOR8sZflheubuTYMY140Go2R5UUkEuHrr7/m+2yJ7t2747vvvsPn\nn3+O4uJiI8tLfbuNgIpZR3/++afZupycHIp3IQjCbpB4ISxSlzEvtYVbe8nwrbLyzCWxWIzmzZtD\nKpXi8OHD+PnnnwFUPMw58VCf4qWqPBtRUVHo27cvv01lywsATJs2zaqYF4FAgMmTJ8PNzQ03b960\nq+UFAJ588skqxUt2djY6depUb20TBEEYQuKFsMry0pCzGDjhZCheKq+EXbl/3OyLwsLCOp3uXRWc\naKgsXp544gm+zJzlpaYIBAJ+DaiGsLwcPXrU7KyxnJwcEi8EQdgNEi/EQy9eAgICjPoCmAa4ViVe\nCgoK7OI24vpYuQ1Di1VVlpeawsW+2Nvy0rx5c/j7+yMrK8ukLjs7G507d663tgmCIAyxyReQkpIC\nuVwOPz8/xMfHm9y4zdXn5OQgJSUFQqEQcXFxaNOmDbRaLZKTk1FcXIyoqCgMHz4cALB9+3YcPXoU\nMpkMCQkJkEgkuHHjBlatWgW9Xo/Y2FiEhoYiPz8f3333HcRiMVxdXfHGG29UuwYO8S+WxAvnnnnY\nAgFbtWoFxhiee+45/PLLLyZjaN68OQDgxx9/xLPPPgugfsVLcnIy5s2bh5UrVxqVG4oXQ8uLLVNa\nK69zBJgu0FdfcHEvhlOitVotMjIy0LVr13ptmyAIgqPWd/P8/HwoFAosXLgQLVu2xLFjx6yqT01N\nxZw5czBjxgxs2LABQMXUz8jISCxcuBDnzp2DQqFAcXExTp06haSkJPTq1Qs7d+4EAGzcuBHx8fGY\nO3cuNm3aBKBi1d+kpCQkJiaiffv2OH78eG2HRVSiNllx6wtzcTfr168HUJFjxJBmzZph48aN8PLy\nspvlxXB16oyMDJM+15Xlhcumam6qtDWxM7ZgLu7l6NGj6Ny5s9F6VARBEPVJre/mubm5/NtXREQE\ncnJyqq3nVt2VSqXw9fXlF5uTy+X8W1t4eDjkcjkuXbrEz16IiIhAbm4uAEChUMDf3x+urq6QyWRQ\nKpVGD6XS0lKrVwEmKrDG8vIwYM51xX33lS1DAoGAzytjD/FSuT9hYWEmbZrL81IbOKFiLkldfVte\nnn76aezatQtlZWV82b59+zBgwIB6bZcgCMKQWt/NVSoV/wYolUqhVCqrrVepVEZvhiKRCDqdzqic\n21apVJqUAcYPWldXV7787NmzmD17Ns6fP89nLSWsozGLF060WBImDSFezOHi4gKtVmuz5cVcALM1\n7dcFbdq0QYcOHYxWmSbxQhCEvak25uX+/fv4/PPPTcq7du3KZ9tUq9V8ECGHm5ubSb1hGVCx1o1Y\nLIZUKkVJSQmkUinUajX8/Pzg7OyMgoICk+Mb3rANyyMiIhAREYHffvsNe/bswYgRI4z6k5WVZRRo\nOGbMmOqGTqAitoSb3dKQfPfdd/D29jYp5x7k3HRqc9hjtlHltjgMr1dueQBbLS/m3Gf2FJnjx4/H\nt99+i4EDB+LBgwfIyMjAE088Ybf2CYJoOmzevJn/OyQkhF/8tVrx4uXlhcTERJPyvLw8pKWloU+f\nPkhPTzeZJhkUFGRS7+zsDL1eD7VabSQ8goODkZmZiX79+iEzMxOvvvoqxGIx0tLSAFRYVYKDgwFU\nxDIUFhZCJpNBpVLB3d0dOp2Ov6FLpVKzDzLDQRPGWLK8eHh44MqVK3bsjXmmTJlitpz73itPnTak\nIS0vlcVLXVpeDLGneImLi8OSJUuQlZWF48ePo3v37vUea0MQRNOkKkNDrWcbtWvXDp6enkhMTISv\nry8/Q2jt2rWYMGFClfWxsbFYunQpBAIB4uLiAAAxMTFITk7GgQMHEBkZyb9hR0ZGYv78+XB3d0dC\nQgIAYOzYsVi5ciU/2wioEDfbtm2DQCCATCbD9OnTazusJokl8dIYGDNmDF588cUq6xtSvBiKivq0\nvFiyPNU1bm5uePPNNzF58mRcvnwZu3fvtlvbBEEQgI1Tpc09MP7v//7PYn3nzp2RlJRkVCaRSPDO\nO++YbDtkyBAMGTLEqKx169ZYuHChUVl0dDQtCNeE4WadVUVDihfDhG5isRiMMSgUCshkslq3Yc79\n9eKLL9o1z0pCQgLu37+PpKQkdOvWzW7tEgRBADaKF8IxaOyWl+qwp3ipLCwqZ6OVSCQoLCyEh4dH\nrdswZ3lxdXXFk08+Wetj1hSpVIply5bZrT2CIAhDKMMuQeKlDqk8A6iyO4cTL56enrVuoyGzHRME\nQTwMkHghHF68cA/7hphtZM7yotFobLK8mFtbiCAIoilB4oVweBoy5qWy5YXLimtLzEtQUFCt9yUI\ngnAESLwQDm954Vw59lifyVC8jBs3js/yy1FaWmqyXU2ZPn26Ub4kgiCIpgYF7BIkXuoQQ9fUxo0b\nTeo58WILQqGQ8qoQBNGkIcsL4fDYU5xVJ5AsJdMjCIIgrIPEC+Hwlhd7Up07iMQLQRCE7ZB4IUi8\n1CHVzWgyXI2ZIAiCqB0kXgiiDrEmrsbZ2dkOPSEIgnBcSLwQZHmpQ6yZRUTihSAIwjZIvBAkXuoQ\naywvtizKSBAEQZB4IZoAD5M4c3d3R9u2bRu6GwRBEI0ayvNCPFQPd0fn9OnTNmXXJQiCIEi8ECDx\nUpdUdy47duxop54QBEE4LuQ2IhxevNgjsy5BEARhP8jyQhB1yMsvvwyxmH5WBEEQ9QlZXgiHt7zY\nk4CAAMydO7ehu0EQBOHQ2PSKmJKSArlcDj8/P8THx5vkuDBXn5OTg5SUFAiFQsTFxaFNmzbQarVI\nTk5GcXExoqKiMHz4cADA9v/H3r3HNV3vfwB/jY3BxqaoIIlgYgoqBoR2TExTtNRSvHQCSzM9kRYm\n+qs8hXk5hIZH8xbesLwGeCstC7QU7aaYioKAAoaGF1Q0JrINNmCf3x88vt+zsTEG4yLwfj4ePoTv\n9fMd277v7/tzS0pCSkoK5HI5wsPDYW9vj4KCAsTGxkKn0yEkJAT9+vUDAJw6dQrHjh0DYwyvvfYa\ntS2og9YevLT26yOEkLam3pmX/Px8KBQKREZGwtXVFadPn7Zo/Z49exAREYE5c+YgLi4OAJCcnAx/\nf39ERkYiMzMTCoUCJSUlSE1NRVRUFAICAnDkyBEAVTP1hoWFYcGCBdi7dy8AQKFQ4OzZs1i8eDGW\nLFlCgQshhBDSitU7eMnJyYGPjw8AwM/PD9nZ2bWu12q1EAqFkEqlcHJygkqlAgDk5ubC19cXAODj\n44Pc3Fzk5eWhb9++/P45OTkAqgIVFxcXSCQSyOVyKJVKpKWlwdbWFlFRUVi/fj1NfldHlJkghBDS\nktQ7eFGpVJBKpQAAqVQKpVJZ63qVSgWJRMJvIxQKUVFRYbCc21apVBotAwxvtBKJBEqlEsXFxSgp\nKcGiRYvg6emJw4cP1/ey2iQKXgghhLQktbZ5efDgAdatW2e03NfXF2q1GgCgVqshk8kM1js4OBit\n118GAJWVlRCJRJBKpSgtLYVUKoVarYazszPEYjHu3LljdHz9bq/ccqlUCm9vbwBAv379cODAAaPy\nZmVlISsri/89ODi4tksnhBBCSDPat28f/7O3tzd/r681eHF0dMSSJUuMlv/1119ITEzE0KFDkZ6e\njt69exus9/T0NFovFouh0+mgVqsNAhIvLy9kZGRg2LBhyMjIwKxZsyASiZCYmAgASEtLg5eXFwCg\nQ4cOKCwshFwuh0qlgkwmQ+/evXHo0CG+XC4uLkbl1b9oYogyL4QQQh5FNSUa6t3bqHv37mjfvj2W\nLFkCJycnvofQjh07MGXKlBrXh4SEIDo6GgKBAKGhoQCAwMBAxMTE4MSJE/D390fHjh0BAP7+/li0\naBFkMhnCw8MBAJMnT8aGDRug0+n4i+rWrRs6deqEyMhI2Nra8tsSAlBwRgghrY2A0Td7m9ezZ0/k\n5eW12pv8pEmTcPDgwVZ7fYQQ0tbQIHWEbuqEEEJaFApeCCGEENKiUPBCKPNCCCGkRaHghRBCCCEt\nCgUvhBBCCGlRKHghVG1ECCGkRaHghRBCCCEtCgUvpNWjzBIhhLQuFLwQQgghpEWh4IW0epR5IYSQ\n1oWCF0I3d0IIIS0KBS+EEEIIaVEoeCGtPvPS2q+PEELaGlFzF4A0v3379uH+/fvNXQxCCCHEIhS8\nEAwcOLC5i0AIIYRYjKqNSKtH1UaEENK6UPBCWj1PT8/mLgIhhJAGJGD0WEpaucrKSmi1WkgkkuYu\nCiGEkAZgVfASHx+P3NxcODs7IywsDDY2NrWuz87ORnx8PGxsbBAaGgp3d3doNBrExMSgpKQE/fv3\nR1BQEAAgKSkJKSkpkMvlCA8Ph729PQoKChAbGwudToeQkBD069cPpaWliImJQVlZGXr06IGpU6da\n96oQQggh5JFV72qj/Px8KBQKREZGwtXVFadPn7Zo/Z49exAREYE5c+YgLi4OAJCcnAx/f39ERkYi\nMzMTCoUCJSUlSE1NRVRUFAICAnDkyBEAQEJCAsLCwrBgwQLs3bsXAHDs2DE8/fTTWLx4MTQaDfLy\n8up7WYQQQgh5xNU7eMnJyYGPjw8AwM/PD9nZ2bWu12q1EAqFkEqlcHJygkqlAgDk5ubC19cXAODj\n44Pc3Fzk5eWhb9++/P45OTkAAIVCARcXF0gkEsjlcpSUlODu3bvo3r07AMDDwwOXL1+u72URQggh\n5BFX7+BFpVJBKpUCAKRSKZRKZa3rVSqVQbsDoVCIiooKg+Xctkql0mgZYNhzRCKRQKVSwc3NDZmZ\nmQCAixcvGpWFEEIIIa1HreO8PHjwAOvWrTNa7uvrC7VaDQBQq9WQyWQG6x0cHIzW6y8DqhpSikQi\nSKVSlJaWQiqVQq1Ww9nZGWKxGHfu3DE6vkAg4PfnlgcGBmLbtm1YunQpnJ2d4ejoaFTerKwsZGVl\n8b8HBwfXdumEEEIIaUb79u3jf/b29oa3tzcAC4IXR0dHLFmyxGj5X3/9hcTERAwdOhTp6eno3bu3\nwXpPT0+j9WKxGDqdDmq12iAg8fLyQkZGBoYNG4aMjAzMmjULIpEIiYmJAIC0tDR4eXkBADp06IDC\nwkLI5XKoVCr+GG+//TYAYPPmzejfv79RefUvmhBCCCGPvpoSDVb1NoqLi8OVK1fg5OSEsLAwCIVC\n7NixA1OmTIGtra3J9ZcvX0ZCQgIEAgFCQ0PRrVs3lJWVISYmBkqlEv7+/hg/fjyA//U2kslkCA8P\nh0Qiwc2bN/HFF19Ap9MhODgYTz75JP766y/s3LkTNjY2GDJkCIYNG1bfSyKEEELII47GeSGEEEJI\ni0Ij7BJCCCGkRaHghbQI+o2tSetCf9vWi/62rVtz/n0peCEtAn0Jtl70t2296G/bulHwQgghhBBi\nIQpeCCGEENKiUG8jQgghhLQolHkhhBBCSItCwQshhBBCWhQKXgghhBDSotQ6t1FbxhgDNQmqnUAg\nMJgwkxBCCGlMFLzUQKvVgjEGGxtKTtVGp9NBIBBALBY3d1EIIYS0AdTbyISKigowxmBra9vcRWkx\nysvLIRAIIBJRPEwIIaRxUVrBhMrKSroJ15FIJEJlZWVzF4MQQkgbQMFLDfTbcCiVSgQFBSEwMBCD\nBw/GsmXL8MUXXwCoCnQGDx6Me/fuNVdRAQAPHz7EuHHjMHz4cAwePBjHjh0DADzxxBMIDAzE8OHD\nERQUZLBPZWUl2rdvj8DAQDzzzDNYv349AOD8+fOYNGkSv01AQADu3buHt99+G8OHD0dgYCAGDRoE\nR0fHpr1IQgghBFRtZJJGo4GdnR3/+8aNGyEQCPDOO+8AAO7evYsJEybgxx9/xK5du1BRUYF58+ZZ\nfHzGWIM3cP38888hkUjw1ltvAQBKSkogl8vxj3/8A2fOnDG5T2VlJYYMGYJTp06BMQY/Pz+kp6cD\nAGbOnIlXXnkFly9fRkVFBd577z2DfefNm4e+ffti5syZ/DVptVqD140QQghpDFQ3YgGJRIKff/4Z\nL7/8Mjp37gwXFxd89NFHmDt3LvLy8nDixAmD7bdu3YrExESUlZVBrVZj7969cHJywlNPPYUBAwag\nU6dO+PDDDxEaGgqlUomuXbti586dSE5OxqpVq2BnZ4f8/Hx89NFH2Lp1Kx4+fIgjR46gffv2ZsuY\nkpKCCRMmwNnZGXK5HABq7S3FrddoNAYNbpctW4axY8fCxsYGv//+u8E+x48fx59//om1a9fW6XUk\nhBBCGgJVG1ng9ddfh6enJ0aNGoXBgwfjypUrGD9+PK5evYoPP/wQQqHQaJ927dohKSkJ8+fPx8qV\nKwEAN2/exOeff46VK1di2bJl+OCDD3Ds2DF4eXnhu+++A1BVXXXw4EG89dZb+Oabb/Djjz8iODgY\n33//vdkyTp8+HR4eHnj++efx7LPPIi8vDwBQVFTEVxtxWRJ9ly5dQmBgILy9vTF69Gh+ubOzM+zt\n7REYGGhwfcXFxXj//fexdevWur+QhBBCSAOg4MUCIpEIH3/8MS5cuIBPPvkEixcvBgD06NEDHh4e\nJvfp378/AODpp5/GlStXAACenp6QyWQAqoKGhQsXIjAwEIcOHcLdu3cBAD4+PgAAV1dXg58VCoXZ\nMtra2mLRokVIS0vDokWLEBkZCQDo1KkTjh8/jhMnTmDLli1G+3l7e+P48ePIy8tDVlYWzp8/DwD4\n/vvv4e3tjRMnTuD+/fv89uHh4ViwYAFcXFwseOUIIYSQhkfVRha4fv06unTpAltbWzg5OVm0z4UL\nFwAAZ8+eRc+ePQEYNgLu06cPXn31VQwcOBBAVffsX375xWAb/Z9rq/65fv06XF1dIRKJ4OTkxG9v\nabURUJUtKiwshFarxbJly/Djjz8iJSUFH3/8MWJjY3HgwAFUVFTglVdeseQlIIQQQhoFBS8WyMjI\nQEhICCQSCRhj2LBhAwAYNbp95513sGnTJgBAaWkpxowZA7VajT179hhtv3DhQsycORPFxcWwsbHB\nZ599Vq+yzZ07F6tWrUJaWhpfRgB8ORQKBQIDA/lGwsnJyYiOjsa0adPQpUsXXL58GYGBgSgvL0e3\nbt3w/PPPY+XKlZg+fTrat2+P0aNHY9OmTUhPT0dERATkcrnB8b777ju+fQ0hhBDSFKi3kQnVexvV\n1datW1FZWWmyjUlrRb2NCCGENBXKvNSgMbozW2vUqFEoLy/ny/bRRx/hhRdeaO5iEUIIIU2KMi8m\nlJeXw8bGxmQvImIaTalACCGkqVDmxQSRSASNRvNIZl8eRTqdDpWVlVRlRAghpElQ5qUGjDFUVlbW\n2luHVDVEFgqFFOgRQghpEhS8EEIIIaRFoUHqCCGEENKiWN3mJT4+Hrm5uXB2dkZYWBhsbGzMrsvO\nzkZ8fDxsbGwQGhoKd3d3aDQaxMTEoKSkBP379+dnP05KSkJKSgrkcjnCw8Nhb2+PgoICxMbGQqfT\nISQkBP369QMAnDp1CseOHQNjDK+99hp69epl7aURQggh5BFkVeYlPz8fCoUCkZGRcHV1xenTp2td\nt2fPHkRERGDOnDmIi4sDACQnJ8Pf3x+RkZHIzMyEQqFASUkJUlNTERUVhYCAABw5cgQAkJCQgLCw\nMCxYsAB79+4FUDUQ29mzZ7F48WIsWbKEAhdCCCGkFbMqeMnJyeHn3/Hz80N2drbZdVqtFkKhEFKp\nFE5OTlCpVACA3Nxc+Pr6Aqia2yc3Nxd5eXno27cvv39OTg6AqkDFxcUFEokEcrkcSqUSaWlpsLW1\nRVRUFNavXw+NRmPNZZFW5Nq1a8jNzW3uYhBCCGlAVgUvKpUKUqkUACCVSqFUKs2uU6lU/PD1ACAU\nClFRUWGwnNtWqVQaLQMM5+KRSCRQKpUoLi5GSUkJFi1aBE9PTxw+fNiayyKtyNChQ+Hl5dXcxSCE\nENKArGrz4uDgALVaDQBQq9X8jMk1rdNfBgCVlZUQiUSQSqUoLS2FVCqFWq2Gs7MzxGIx7ty5Y3Rs\n/e643HKpVApvb28AQL9+/XDgwAGjsmZlZSErK4v/PTg42JpLJy1EWVlZcxeBEMWjauQAACAASURB\nVEJIPe3bt4//2dvbm7/XWxW8eHp6IjExEUOHDkV6ejp69+5tdp1YLIZOp4NarTYISLy8vJCRkYFh\nw4YhIyMDs2bNgkgkQmJiIgAgLS2Nf3ru0KEDCgsLIZfLoVKpIJPJ0Lt3bxw6dAgA8Ndff8HFxcWo\nrPoXTdoO/QbkhBBCWpaaEg1Wj/MSFxeHK1euwMnJCWFhYfjqq68wZcoU2NraGq0TCoW4fPkyEhIS\nIBAIEBoaim7duqGsrAwxMTFQKpXw9/fH+PHjAfyvt5FMJkN4eDgkEglu3ryJL774AjqdDsHBwXjy\nyScBALt370Zubi5sbW0RHh5ukAUibVeXLl1w584dGmyQEEJaERqkjrRqXbt2RUFBAQUvhBDSilBO\nnbRqVG1ECCGtD32zk1aN5lsihJDWh4IX0qgqKir4xtSkcaxatQqFhYXNXQxCCGkyFLyQRpWSksI3\nwG4ObaGtywcffIAffvihuYtBCCFNhoIX0qhEIqunzyJm6HQ6AICtrW0zl4QQQpoOBS+kUVGbk8b1\n4MEDAKApMQghbQoFL6RRNXfw0tqrjUpLSwHAYGoOQghp7Sh4IY2KgpfGxWVcKHghhLQlFLyQRtUQ\n46xw2QVijAteaA4nQkhbQsELaVTWZl6USiU/OzkxxgUv1OaFENKWUPBCGpW1wQvXm4b7nxii4IUQ\n0hZR8EKaRH2DD67NSmVlpVX7NxedToebN2822vEpeCGEtEUUvJBGZW3wwQU99d2/ue3fvx/u7u6N\ndnwKXgghbREFL6RRWRt8cPtVVFQ0WJmaUnFxcaMen4IXQkhbRMELaVTWBi8tPfPS2CPfUvBCCGmL\nKHghjaqhgpf6Zl6aus1L9fNx0yM0VjnKysogl8uh1Wob5fiEEPIoouCFNCprg4+WlHmZOHEihg4d\narCMu+7GGqtGo9GgXbt2lHkhhLQpNGseaVTNnXlpSr/99hv+/vtvg2Xc4HGNNV4NBS+EkLbI6uAl\nPj4eubm5cHZ2RlhYmMGIqqbWZWdnIz4+HjY2NggNDYW7uzs0Gg1iYmJQUlKC/v37IygoCACQlJSE\nlJQUyOVyhIeHw97eHgUFBYiNjYVOp0NISAj69euH/Px8fPnllxCJRJBIJJg3bx7EYrG1l0YscOHC\nBfTr16/Gth0N1WC3JWRe7OzsjJbpBy+dO3du8HNS8EIIaYusqjbKz8+HQqFAZGQkXF1dcfr06VrX\n7dmzBxEREZgzZw7i4uIAAMnJyfD390dkZCQyMzOhUChQUlKC1NRUREVFISAgAEeOHAEAJCQkICws\nDAsWLMDevXsBAO7u7oiKisKSJUvg4eGBM2fOWHNZpA78/f2xffv2Gtc3VLVRS8i8mBqQr7EnTqTg\nhRDSFlkVvOTk5MDHxwcA4Ofnh+zsbLPrtFothEIhpFIpnJycoFKpAAC5ubnw9fUFAPj4+CA3Nxd5\neXno27cvv39OTg4AQKFQwMXFBRKJBHK5HEql0iDbo9Vq4erqas1lkTpSq9U1rmvu3kZN2WDXVPDC\nZV5KSkoa5ZwUvBBC2iKrgheVSsXX40ulUoOnS1PrVCoVJBIJv41QKERFRYXBcm5bpVJptAwwvBlJ\nJBJ+eVpaGj788ENcunQJjz32mDWXRerI3Oi5banNi7ngpTEzL3K5nIIXQkibYlWbFwcHB/6pW61W\nQyaTmV2nvwyouqGJRCJIpVKUlpZCKpVCrVbD2dkZYrEYd+7cMTq2/g1Cf7mfnx/8/Pxw6NAhHD16\nFOPHjzcoa1ZWFrKysvjfg4ODrbl0osdcYNLcmReOUqmEXC5v1EyMpcHL7NmzMWXKFAQEBFh9Tsq8\nEEJas3379vE/e3t7w9vbG4CVwYunpycSExMxdOhQpKeno3fv3mbXicVi6HQ6qNVqg8DDy8sLGRkZ\nGDZsGDIyMjBr1iyIRCIkJiYCqMqqeHl5AQA6dOiAwsJCyOVyqFQqyGQyVFRU8ONpSKVSk0/p+hdN\nGpa5wIILFuqbOWmoEXa5cVB0Op1BNWNDsjR42bhxI+zt7RsseOnQoUOLGudFqVSCMQa5XN7cRSGE\nPOJqSjRYFbx0794d7du3x5IlS+Dk5ISgoCDs2LEDU6ZMMbkOAEJCQhAdHQ2BQIDQ0FAAQGBgIGJi\nYnDixAn4+/ujY8eOAKoagy5atAgymQzh4eEAgMmTJ2PDhg18byOgKrj54YcfIBAIIJfL8e6771pz\nWaSOzGUzmjvzUn1upYqKikbriVZT8CKTyYzavJjqmVQfLS3zcvfuXQwcOBBarRbnz5+nKl5CSL1Y\n3VV66tSpBr9Pnz69xnUA0KdPH0RFRRkss7e3x/z58422ffHFF/Hiiy8aLHNzc0NkZKTBsgEDBmDA\ngAF1LTppIOaCl4aamNHazAu3f1MHL6WlpXBycjJq89JQbXhaWvAyf/58/POf/4SjoyNGjRqFEydO\n8A8rhBBiKRqkjlitKRrsNlTmJSUlBSNGjKjXsWpTU+bFVPBSXl7eIOfUaDSQyWTQarVgjJksw6Pi\n9OnTSE5ORnZ2NmQyGXJycrBx40YsXLiwuYtGCGlhaHoAYjVLMi/NNc5L9fOPHDmyXsexRE3Bi7Oz\nc43By6VLlxAWFlbvc2q1Wtjb20MkEqG8vBwpKSlNPp+TJXQ6HcLDwxEdHQ25XA6BQIC33noLX3/9\ndXMXjRDSAlHwQqzWmJkXa0fYtTZ4qouagpdOnTrxYxpVL9c333yDTZs21fucGo0GdnZ2sLOzQ0FB\nAQICAnDr1q16H6+xXLx4EUVFRQZVyYMHD0ZBQQHy8/ObsWSEkJaIghdiNXPBS3O3eTEVPDVUlY0l\nysrK0K5dO/6c1YMxc6+dJfSDl8LCQgDAjRs3rDpmYzh79iwGDx5s0NNLKBTihRdewI8//tiMJSOE\ntEQUvBCrWdLbqLlnldY/P9d9uaHVlHlp164d35WZC2K4/7my1LeqRz94KSoqAgDcv3+/XsdqTGfP\nnsXTTz9ttPyFF17ATz/91AwlIoS0ZBS8EKs9yr2NTFUbNVbPnJp6G+kHL9X/Ly4utqpMGo0GYrEY\nYrGYn9G6+szWj4IzZ86YDF6ef/55JCcnt4gRlAkhjw4KXggAYMaMGZg8eXK99rWkzcvSpUtx4sSJ\neh+7oXobAWjSAd24zAsXnHAZl+rBS/U2MZbSarVGmZdHLXhRq9UG85fp69KlC7p164azZ882Q8kI\nIS0VBS8EQNVs3dws3XVlSZuXn3/+GUuXLq3zsc2NsHv+/Hn+hl1b2Zor81JWVob27dsbVRtxv3Nl\nqW/wol9txAUtDx48qNexGktaWhr69OkDe3t7k+up3QshpK4oeCEAYNWQ+Za0eQHqlz0xl3np378/\n3nnnHYvKph+8/Oc//6lzOSxhSfBS/X8ueCktLUVGRgbef//9Op2TqzbSz7zUFrwUFRXh+vXrdTqP\nNWpq78IZNWoUtXshhNQJBS8EQP0bjAKWZV4A64KXmtpE1DZbM3d+/R44u3btqnM56qumBrumgph9\n+/Zh9erVdTo+l3kRi8UoKiqCRCKBQqGocfubN2+id+/eTToidW3By7PPPovMzMxHLmNECHl0UfBC\nAJjOGliquTIvluDKVt/2PHVR/TXkAi6pVGoUrHBBDJd50Wg0aN++fZ3PWb3Ni7u7u9kgYNKkSfjX\nv/6F0tJSs0FOQ6oteLG3t8fgwYORnJzcJOUhhLR8FLwQANYFL5ZmXuozpklDBS/VNcZYL9Vfw7Ky\nMtjb20MsFptt8yIQCKDRaGBra8vve+vWLQgEglozYtWrjdzc3GoMSu7fv4+cnBxERUWhf//++OOP\nP+p9rZZ68OABbt26hb59+5rdjrpME0LqgoIXAsC6Ni+W9DYC6tfd2VyDXUvUdPMvLS2t1/FqIpVK\ncenSJaNzVA9eTFUXyeVyaDQa/rXSaDT8KLkPHz40e97qDXbd3NxqzLycPn0aAwcOhK2tLQYNGoSU\nlJT6X7CFUlNT4efnB5HI/DRqo0aNwo8//vhITm1ACHn0UPBCADROg91vv/3WYJbxxsi81JYxqqls\n5gaqKyoqwrVr1ywsYVVgZSoYqinzIpFIDIIYriu1Wq0GUBWwcF2ozQUvjDFotVqLMy/nzp3jq2+a\nKnj5448/MHDgwFq369OnDyoqKnDlypVGLxMhpOWj4IUAqD0IuHnzZo3ragpKJk6caPB7TQHI5cuX\nazx29czLypUr69RbqKbgheuZU1JSgocPHxoEM6GhoejRo4fFWYDqrw33epgKXrRaLT8LNFCVOeGC\nFy4A0g9ezDVILi8vh0gkgo2NDd9gVz/zUllZid9++43f/ty5c3xD3WeeeQZHjx7FlClTGrXtyy+/\n/IKhQ4fWup1AIKBeR81MIBDgyJEjWLx4cXMXhZBaUfBCANSceVmyZAlOnToFd3d3o3X6AY9Go6l1\nrBJTwQtjDH379q3xJl19LqAFCxYgMjLS7Hn01RRY9enTBwAwbdo0eHt7QyKR4LvvvsO1a9dw8OBB\n2NjY4Ndff7XoHNXHx+ECrbKyMkgkEojFYoNB6hwcHEwGL1zmRalU8gFISUkJ5s2bZzJTxFUZAeD/\nd3Z2Rnl5OTQaDfbv34+hQ4fizp07YIwZBC+dO3fG/PnzcfDgQRw8eNCi66wrrVaL06dP49lnn7Vo\nexrvpfmdOHECUVFRTTr/FyH1QcELAVBz8PLJJ58gKyvL7L6MMQwZMgQ9e/Y0u52p4IVbxmUaquOC\njwcPHmD27NlGbV/qW23ESUtL4zMn6enpOHbsGKZMmYIvvvgC8+fPN7sv5+DBg/D39+d/1w9e7O3t\nYWdnZ1BtVD144dq8cMFLWVkZ/3pcvnwZ69atw7lz54zOayp4kUql6NChA7Zu3Yo5c+YAAC5duoRb\nt25Bp9PBzc2N33/FihVYtGgRMjMzMWPGDMTFxVl0vZZKSUmBl5cXOnXqZNH2I0eOxK+//tqkIyAT\nQ1zQXFtbK0KaGwUvBABMjlTL3fi56oyaqn0qKipw9uxZ3Llzx+w5qu9/9epVvnssNyNyTfv8/vvv\n2Lhxo8ltXnvtNYwcOdLkOnPtbL799ltIpVL+95s3b+LUqVMYMmQI3njjDVy4cKHWG6lOp0NaWhpG\njx7NL6sevFSvNtIPXvTbvHCvc2lpKR+8cOPTZGZmGp2b6yYNGAYvjo6OWLhwIV599VW8+eabyMnJ\nwYULF/DUU08ZBXt9+/bFmjVrsH//fsyfP79B5xg6d+4cBg0aZPH2nTp1gpeXF06dOtVgZWirLly4\nYPI9U5Px48cD+F/wUtPDxKOkvLycGni3Yea7AFggPj4eubm5cHZ2RlhYmMETvKl12dnZiI+Ph42N\nDUJDQ+Hu7g6NRoOYmBiUlJSgf//+CAoKAgAkJSUhJSUFcrkc4eHhsLe3R0FBAWJjY6HT6RASEoJ+\n/fpBp9MhNjYWd+7cQY8ePfDGG29Ye1kE/2vUmp6eDqDqaaxDhw5G223evJn/+d1338VLL72EMWPG\nGG1XPXh55513+DYOt27dwlNPPVXjPvrtSgQCAb/cxsYGP/30U43z+eh/uQ0bNgw///wz//vEiRMN\nMiZZWVnQaDSYNWsWhEIhnJyccP/+fbi6upo8NgDcu3cPcrkcLi4u/DIu5W6qt1F5eXmNbV5MZV5u\n374NwHTwwnWTBsD/zwVjCoUCy5cvR0xMDP7880+oVCq+qkzfk08+CaDqs/rf//4Xhw8fxrhx42q8\n3rrIz8+Hh4dHnfbhqo6GDRvWIGUAgOvXr8Pd3R25ubn48ssvERAQgOzsbIhEIjz++ONwc3NDQEBA\ng52vuVy9ehXTpk3D77//jpEjR6KoqMiim3tFRQUOHToEoKqaEnj0g5fbt2/D1dUVQUFBePLJJzFk\nyBCMGjWquYvVJG7fvo0uXbo02vF1Oh0ePHiAjh07Nto5GoJVmZf8/HwoFApERkbC1dUVp0+frnXd\nnj17EBERgTlz5vBp6uTkZPj7+yMyMhKZmZlQKBQoKSlBamoqoqKiEBAQgCNHjgComoMnLCwMCxYs\n4NsanD9/Hh07dkRkZCTKysqox4IV9Ou6uUzAtm3bAAAFBQV8JqOmL8UNGzZg5cqVAKpmDNZXWVmJ\nX3/9lX+6v3fvHr8uPz/f5PG48+m3pxEIBHwbGa1Wa/HTl0gkwpo1awyWnT9/HiNHjkSPHj1w8eJF\nXLp0Cd7e3gCADh06mGzMyhhDREQEFAoFbt68CTc3N8hkMn599cyLUCiETqdDZWUln3nRH6SOqzYq\nLS2FUChEWVkZHjx4ABsbGxQUFMDOzo4PIPXVVG1UWloKsVgMqVSKnj174s8//0Rubi48PT2NjtGj\nRw+cOnUKQUFBeOedd7Bq1SqLXktL5Ofn4/HHH6/TPqNHj+Y/6w3hyJEjePzxxxEcHIyhQ4eitLQU\na9euRV5eHvLz8xEdHY3Bgwdjzpw52L59e4t8kq+srMSqVauwd+9enDx5EgBMPmTUpKCggP+Zy8A+\n6sHL2rVrAQDHjx/HsmXL8N///hdA1SSgx48fb9Ky/PjjjygtLYVSqWy0Kk+VSoXCwkIUFRXB1dW1\nQSZfZYxh27ZtqKysxPHjx/mH1Z9++gmdOnV65D8LVgUvOTk58PHxAQD4+fkhOzvb7DqtVguhUAip\nVAonJyf+hqQ/46yPjw9yc3ORl5fHD2zl5+eHnJwcAFVPlC4uLpBIJJDL5VAqlcjJyeH319+WWI7L\nmP3xxx/YuXMnCgsLkZqaCgBwcnICAPTr1w8TJkyAVqs1O04KN3u0RqNBQkICPvroIwBVN7PnnnsO\nBw4cAFCV2ubUVMfOZViqNwbmttcfH8US8+bNM1q2fft25OXlQalUorS0FHK5HAAgk8lMNkIePnw4\nli9fjp07d/LBi4ODA4CqAIkLXlQqFaRSKQQCAcRiMcrLy1FeXg6pVIry8nJUVlaCMQYHBwc+89Kh\nQwe+2sjV1RW3b9/Gc889h99//93oS7mmaqOEhAT88ssvAGAQvHh5eZl8TQYNGgSBQIBXX30VN2/e\nrNfs36Zcv34d3bp1q9M+zzzzDK5fv86Pc2MNxhhWrFiB1atXo3fv3ti3bx/Wr1+PX375BV9++SXW\nr1+PCxcu4PTp0+jZsyc2bNiAHj16YPjw4fjuu+/q1bXfGpWVlXUajDEzMxOMMeTk5OCDDz7A3bt3\nAVQ9dHCjNZ86dYp/cCwuLkZaWhpUKpXBQ0p8fDz/M1f1++DBA9y7dw+MsRob7+7btw8FBQUG37f6\nk55qtVqoVCoUFRWZbHCuf3PkPhv6iouLaxxIkXvw4V6vjIwMREREYNOmTRgxYgTKy8sxe/Zsg2lB\nTPntt9/4wAcArl27hvDwcIwePRoqlQr5+fkYMWKEyQ4FmZmZiIuLw+jRo7FmzRp4eXkhJCQEFRUV\nSExMRHJyMnbv3m20n/4DIGMMSqUSf/31F7/+4cOHRt8777zzDnr27MlnYPW3v379OpRKJe7du2dU\n/Z+dnV3jkAiXL1/Gm2++iZ9++gkjRozgHzq5LHf1+c+491pd/Pnnn1i+fDkePHiAo0eP1mnf2lhV\nbaRSqfjUklQqNfgDm1qnUqkgkUj4bYRCISoqKgyWc9ty42FUP7b+G97UcauXw5zq6fHq7QHq+ntL\nPQaXGQCAIUOGGB3r/v37/M/ff/89f6Oszs3NjX/jl5SU4Ndff8WqVauQm5trsN2FCxcQHBxssKyw\nsBDl5eUGo8wCNQcvXHq7rKzM4ptMTU8Sjz32GAAgLi7O4FodHByM3kvHjx9HSkoKPvnkE3zzzTeY\nPHmyQeaFC0yAql5DXCDEVR3pZ170B5jjMi8dO3bkq426du2K27dvw9fXF97e3vjoo49w5swZviz6\n1Ub6wYv+37Bnz564evUq/v77b5OZF30ikQiRkZH46KOPcPr0aaunjMjLy8MTTzxRp/1EIhFGjRqF\npKQkvPXWW/U+PwDExMRAqVRi9uzZ/OtkysCBAzFw4EC8/fbbyMjIwNWrV7F06VLMnDkTEydOxOuv\nv45BgwZZNRaSKaWlpfj777/RtWtXCAQCTJ8+HUlJSXj//feh0WggFAohFArx+OOP4+LFi3jyySdx\n48YN+Pv74/jx41i5ciUOHz6MhQsXAgD/sPH666/j/PnzAIDBgwcDAKKjo7Fnzx6kp6dDLpdj3Lhx\niI+Ph06nQ3R0ND744AN89tlnfAZ09+7dmDhxIvbs2YPJkydDp9PxIz6PGDECGzZsQEhICJ8pS0tL\ng5eXF2QyGbZt24bg4GDIZDKDYOznn3/Gjh07cOHCBfTt2xe7d+9GUFAQunXrhq1bt8LZ2RlfffUV\ndDodFAoFPv30U5w7dw7l5eW4fv06kpKS4Ovri86dO+PQoUNYt24d5s6di549e+L69etYvnw5HB0d\nAVS1Z9u4cSN8fHwwefJkyGQyfjRr/XvQhx9+iJSUFHh4eGDAgAH47rvvEBMTAwD49ddfsWnTJhw/\nfhy7du1CcnIyZsyYAbVaDbVajRkzZgAAPD098fHHH+PZZ5/Ft99+Cw8PD4Nq7ldffRVAVdCydetW\nhIeHIzY2FvHx8WjXrh26du2KdevWQaPRICsrC6+88gokEgkuXryI8vJylJaWYv/+/SgrK+Mza4WF\nhVi1ahVu3bqFNWvWYNasWfjll19QWlrKBza//PILJk2ahKKiIsyaNQvjxo3DSy+9xJeLa28YGRkJ\nd3d3rFu3Dq6urliyZAkAYPny5RgyZAjGjx+PadOmoWfPnlixYgWysrJgZ2eHs2fPIigoiK+q3r59\nO44ePYqEhARkZ2fj2rVr2L59O/bv349ff/0Vhw8fRmZmJp/ZtpZVwYuDgwNfT69Wqw1S56bW6S8D\nqm5MIpGIT3VLpVKo1Wo4OztDLBbzTwH6x9b/QlWpVJDJZPz+psrBycrKMug1ExwcjJkzZ/K/V7+x\n1fX3hjhGcx0zOjra4PeAgAAMHjwYc+fOxaFDhxAWFoY1a9aguLgYzz33HDZv3ozs7GyMHj2af2qJ\njo7G6tWr+Rtxu3btAFRl0qqP3XHgwAFER0fDxsaGDzzWrl2LmzdvYv/+/QbbcuurZ3pKSkr4YfXr\n+oTs7e2NrKwshIWFYe3atfzor1OmTDHYzlTmJTk5GREREfj3v/+N1atXIzU1FT169OAzL1KplM+8\nlJSUGAUv5eXlEIvFEAqFUKlUfPCiUCigVqvRsWNHPvPi4eGB1NRUyOVyfPvtt0bVcKaqjfS/mIGq\nz6FIJMLdu3fRtWvXWl+bV199FStXrsTBgwcxadIki15PU27evAkHB4c6VV9wXnrpJezbt8+q4GXb\ntm349NNPcfLkSbOBiz47OzsMGDAAAwYMQHBwMK5evYq9e/di5syZePDgAcaOHYunnnoKbm5u6Nq1\nKxwdHVFaWorHHnuMf1DTaDS4d+8e2rVrh6ysLDz11FOIjY3F8ePH0alTJwiFQty/fx+3b9/GH3/8\nwe/n6+uLEydOYMyYMbh37x4KCwvh4eGByspKvP766wCAbt264emnn8aePXvQr18/TJkyBXFxcfD3\n90dqaip+//13AMA333xjdG0RERH8zyUlJUhISEBCQgIAwNHREdHR0Rg0aBBefvllAFVZFQBYunQp\ngKrRmdVqNU6dOoUTJ06gX79+AMBX8a1ZswaVlZUQCoV44403+HaHkyZN4jOtw4YNw1tvvYWgoCBE\nRUWhT58+uHHjBkQiETZt2oSFCxdi3LhxcHJywtWrVwEALi4u6NatG27fvo2goCBERkaiffv2GD9+\nPKZPn465c+eiW7du8Pb2xnfffcc3OOba4aWnpyMiIgJDhgzBjRs3cOXKFTg7O2PevHkICwvj70ch\nISEYM2aMQfu2RYsWITU1Fd7e3pg9ezYA8NcCAF5eXvjXv/6FMWPGoKioCP3798fLL7+MkydPwt3d\nHTdu3IC9vT127NiBW7du4YsvvkBBQQH8/f0N2mVy7Ve2bduGd955B88++yxyc3ORlJSEsWPHAqj6\nXN69excLFixAp06dUFBQgEWLFvEBdWxsLHr27Inbt2/D09MTJ0+e5NuNhYeH4/PPP0dsbCwqKysh\nEAggEAjwyy+/YMKECfj222/x2WefYceOHQgNDQVQ9d23efNmbN68GdHR0fx1BwYGYtmyZfjuu+/g\n4+OD+fPnw9vbG2vWrMHatWtx8eJFbN++3aB9Xd++fXH48GG89tpr+Oqrr7B8+XKj96c53HsRqPru\n5oMfZoVr166x9evXM8YYO3DgADt58mSt65YsWcJUKhW7d+8ei46OZowxlpiYyE6cOMEYY+zTTz9l\nf//9NysuLmZRUVGMMcZ+++03dvDgQcYYYytXrmR3795larWaLVq0iDHG2JkzZ9jevXsZY4zFxsay\n3Nxcay6rzRkxYgQDwP/T9/XXXzMA7Pfffze579atWxkAFhsbywQCgcFxJBIJY4yxFStW8Mvat2/P\nALClS5cyGxsbg+27dOlidPxNmzYZbAOA2djYsF9//ZU5Ojoyb29vJpVKjcrN0d8vMDDQYPmBAwfM\nvi4hISFszZo1bPHixYwxxpYtW8YAsG+//ZYxxtjzzz/POnTowHbs2MHOnDnDALAnnniCXb58mTHG\n2H/+8x/+PdqlSxd28+ZNtmbNGhYeHs4kEgnLy8tjnTt3ZqtXr2Zz585lvXr1Yi+++CJbtWoV8/Dw\nYHPmzGEAWGRkJFOr1czOzo5pNBrWo0cPptFoWHJyMhs+fDhjjLHNmzczAKy8vNzoOuzs7Gp8fUw5\nfPgw8/LyMnksSx05csTg9a6LoqIi1q5dO/bgwYN67b9r1y7WtWvXBv0euHz5Mlu1ahULDQ1lY8aM\nYU8++STr1q0b69mzJ3NwcGAODg5MKBTy70+ZTMb69OnDbGxs2MiRI9n+/fvZli1bWP/+/RkA9vXX\nX7Pk5GSm0+lYQUEBe/3115mNjY3Jc+fn57OHDx+aLBP33vb09GQAmJOT4rckpgAAIABJREFUE7/s\nscceY6+88gqbPXs227NnD/v222/ZmTNn2KZNm9jmzZvZli1bWGRkJNu9ezd/zHHjxrHu3bvzxxCL\nxUafP25ZaGgoA8BeeOEFfl1ycjIbO3aswXfJJ598wg4cOMAmTJjAiouLGWOM6XQ6ptPpDK5HrVaz\nyspK/ufff/+dffzxxwwAu3v3LmOMsR9++IFt3bqV3xcAGzt2LFMqlWzbtm0MAJs+fToDwF566SVm\nb2/PHB0dmVAoZJ06dWIRERHMx8fH4HpkMhkDwNzd3ZlQKGTz5s1jr7/+OgPA1q9fz3bv3s0AsCtX\nrrCJEyeyY8eOsSNHjpj8fGi1WlZeXs7y8/PZ4cOH2ZgxY/jzrFq1imk0GsYYYwqFgv3222/Mzc2N\nde7cmQ0cOJA9/vjj7L333mMlJSXslVdeYWKxmI0ZM4YlJCSw4uJilpmZyY4cOcLmz5/P/vWvf7Hu\n3buzwsJC9scffzA/Pz/2ww8/sH379jFHR0fWq1cvNmLECMYYYzdv3mQzZ85k//jHP5i3tzcDwAYN\nGsS6dOnCTpw4wQCwS5cusdmzZ/NlnTdvHhs1ahQTi8VMKBSyixcvMo1Gw06ePMmvZ6zqO04ul/P7\nubm5GVwzAHb8+HE2ZswYVlZWxioqKiz8xNXOquCFMca++uortnjxYvb555+ziooKtn37dqbVak2u\nY4yxS5cusYULF7JFixax/Px8xhhjpaWlbMWKFWzx4sX8jYGxqqBm4cKFbPny5UytVjPGGLtx4wZb\nvHgxW7hwIbt48SJjjLHKykq2YcMGtnjxYrZ9+3ZrL6nNefbZZxkAtmvXLqPX7+DBgwwAu3Dhgsl9\nd+7cyQDwH3AATKfT8YEMY4ytWbOGX/fyyy/zN+Xq/5ycnNiOHTtYVlYWY6zqC27w4MEmtz127Bhz\nd3dnTzzxBLO3t7coeOE+zIwx/kvSnDfffJMP7HQ6HX+ca9euMcYYi4qKYgBYSkoKy8zMZABY3759\n+ffl/Pnz2fLlyxljjHXv3p1dvXqVrVixgr3//vusXbt2LD09nbm5ubGNGzeyt99+m3Xt2pVNnTqV\nLVu2jHXs2JFFR0czAGzNmjWMMcbatWvHzp8/zwCwnJwclpSUxEaNGsUYY+zLL7+s8TXYtWsXXw5L\n6HQ6Nnz4cLZp0yaL96lu9erV7N133633/kFBQWzHjh113i81NZU5OzuzS5cu1fvcdVVRUcEePnzI\nysvLmU6nY8XFxezWrVuMsaqblP5NWqvVsqKiIqNj6HQ6/jvOUvrvyeeee44BYP/+97/ZhAkTGAB2\n/fp1owDBEtznlTsmF8wcPnyYnT17lg/OGWNs0KBB7I8//mBTp05l+fn5/Pn++OMPtmvXrjqfuzqN\nRsPOnz9f43oAbPz48YyxqnsDAP4zkpyczACwL774gmVnZ7OrV6/y+82fP59/7VxcXAy+J4qLi1la\nWhoDwM6ePctUKhX76aef6lX+jIwMtnr1apaZmWly/ZUrV1h2djYLCwtjAFheXh5jjLHk5GQ2YMAA\ndu7cOaN9Vq9ezTw8PNiYMWNMHvPevXvs008/Zffv3zdYnp+fzzZs2MC2bt3Kfz9XVFSwtLQ0xhhj\nCQkJ/GvAfYe98MILbNCgQfwxKioq2GOPPWZwP9DpdOzll19mANiUKVMYABYeHs5/bzYWq4MX0vI9\n/fTTNd74Dh06xACwjIwMk+vj4uL4J0kArFOnTowxxo4ePcoHouvXr2cA2MaNG5larWbnzp3jPyRc\nVqD6v08//ZQpFAqT6wCwzz//nPXt25e5ubnxT4LVvyz1v9yrBy+WCA8PZwMHDmQAWEhICHNzc2Nx\ncXH8B7KyspLl5eUxnU7HPwX7+vryX7Zz5sxha9euZYwx5unpybKzs9nSpUtZREQEc3JyYidPnmRP\nPPEE27p1K5s+fTrr2LEjCw8PZwsXLmQikYgPDLdu3coYY6xXr15sy5YtDAA7efIkO3jwIAsKCmKM\nVT0UdOvWrU7XZ056ejpzdnZmt2/frtf+oaGhbOPGjfU+f0JCAhs9enSd9lGpVMzT05Pt2bOn3udt\nafbv388AsODgYAaA/fnnn1Yfc/v27QwAe/PNNxkANmvWrDpl7prSrl27+ButvtoCwcrKSrZlyxZ2\n/fp1tnv3brZixQoWHBzM3nzzTcZY1XfH5s2bLXrIaQhpaWksPDzcom25B8X/+7//q/f58vLy2LZt\n2wyW6XQ6dufOHbZ48WI+Q6RWq/mfzSkqKmJXr15liYmJbOLEiSwrK4tNmjSp3uWzhNXjvJCWT7+H\nQHVCoRAAapwVmGtvwjW05brw6Q8ax7U5GDJkCCQSCd+LDDBuSOzn54e0tDT85z//MdteoqCgAHK5\nHIWFhXwZpk2bxrcPAIzHlalrA1SZTMb3Vti7dy+OHDliMJaEjY0NevToAQB44oknsHbtWsTFxfFt\nXvTbpOi3ebG1tYWtrS2USiXs7Oxgb2+PsrIyvs3L3bt3IRaL+caHXLsZFxcXvsHu33//bXD8Pn36\n1NjdvD58fHwQGhqKuXPnGk1/YIlLly5h6tSp9T5/UFAQ3n77bdy7dw/Ozs61bs8Yw6xZs/CPf/wD\nISEh9T5vS8O1LevcuTMAWDyasTlcuw/uvc015n0U6X/e9VVv+1WdjY0N36Zq8uTJRusFAgFmzZpl\nfQEt5Ovri3Xr1lm0LddGprYG+Ob06NGD//tyBAIBXFxcDKZfqe115HTo0AEdOnSAh4cHXnzxRQCm\n2141JBphl5jtnsk1CKspeOEaHIpEIiQlJZkMhLjghTuWRCKBQqHAoUOH8Nxzz8HLywvLli1DeXk5\nLly4gE8++QQODg5G3Su5/V944QUUFhby46PU1GC3+nWxOo5b4ODggIKCAvj6+qKgoMDsIFi2traY\nO3cuRCKRwRgupoIXsVgMW1tblJSU8MFLaWkpNBoNHB0dcefOHbRv355veM7doLp06YKzZ88CAD+m\nhKWNUetj0aJFOHfuHN/t2lKMMVy6dMkgSK0rBwcHjBkzBl9//bVF23/wwQf4888/ERsbW+9ztkTc\n+4v7HHLvFWtwPcS4m2T37t1NdoIgzYP7u/Tq1auZS9K8KHghZjMStWVeuCibMYYxY8aYvJlyX7Dc\nsYCqHg7jxo3D119/jdTUVCxYsIA/x8KFCyEQCPgeBxx7e3t+X25k2+rBi37AUllZadT1ui64L+xp\n06ZZPKKl/jgvpoIXrVYLW1tbiMViKJVKiMVi2NnZobi4GHZ2dnBwcMDt27fRvn17vgeTfvDCDVan\nVqsNjt8YJBIJIiIijHqj1ebOnTsQiUQWZUzMmTJlikUDx+Xk5CAuLg6HDx82mO6hLeA+b9z7vCG6\nc3fr1g3Tpk3jM581ffZJ8+jevTtGjhxpMDp4W0TBCzGrtuCFC3zMZW+4L1j94IXDdaGvfsyePXvy\n4y1wuC9oR0dHXLp0yWCYfY7+IE1cV/zqZbUUF7zUZZhsW1vbWquNuMwL11Xa3t4eCoUCUqkUMpkM\nt27dMsi8cNVGXADl7u4OlUrV6MELUJWWv3TpUo2DhZlibdaF89JLL6GkpKTWQfPi4+MxdepUvpqt\nLeH+/v3797eoK7wlbG1tsXPnTowdO9ZojCbS/MRiMY4ePVqvYQhaEwpeiFm1VRtxzI21wgUvXObE\nEtz8Vvq44OXWrVvIy8vjx0jRpz/Bo06ns+qpkQse6tKOoLZqo+qZFy54KSoq4keNvnXrFhwdHfmg\njhstlWuL4OXlBbVa3ejVRkDVzXHRokUG44TUpqGCFxsbG0RERCAiIqLG4Dg9PR3bt2/HP//5T6vP\n1xJx7y8/Pz+DgdEagkgkavNVE+TRRcELMYsLXkxlTUxtZwrX6KsuwcvHH39s9CTJfVFz2RauykWf\nfvDCDZpVX1zwUNfgxVTmxc7Ozijzol9tpJ950el0aN++PZ/x4UYA5ob39/HxabLMCwDMmDEDOTk5\nBoM8mnP58uUGCV4AYOrUqZBKpSbnXPr5558xfPhwhISE4JlnnmmQ87U03N+f2qSQtoaCF2K2OsXS\nzEv37t1rXMcFL3W90d64cQPOzs785H5cloFrSyESiYwCInPBS13bAzR0tZFGo+EzL1y1kVgshr29\nPZRKJSQSCX/O9u3bo127dtDpdHzG6emnn8bRo0fh6uraJG1eOCKRCNOmTcP27dst2r6hMi9A1d9s\n27ZtWLt2LaZOnYrU1FQUFxdjx44dCA4OxjfffIPPPvvMqqkMWjLu/V296pWQ1o6CF2K2QaQlwQtj\njJ+E05T6ZF6AqqDq7t27/IRhXBm4p3DGmNHNW/8GW32upKeffrpO57e22ki/Wqd6V2n9Brvc68Jl\nXoD/VRXp35RtbGwwcuRIODg4QKVSNUm1EWfGjBmIi4urcZI+fQ0ZvACAh4cHzp49C39/f4wbNw6u\nrq6YMWMGPv/8cwwfPrzBztMSce//hp53iZBHHb3jiVmWZl4a6xgCgYDfjzsOV42i0+kMgpeXX34Z\nt27dwuOPP46cnBxUVFTw+z733HP45JNP6nRu7tj1rTbSP79+mxf9Brv6VV9cm5fazsnNAdZUmReg\nakyJJ554wmiequru3bsHrVbL/40aSteuXfHee++hoKCAD9xMjc/R1ri6upqc+ZyQ1o6CF2J15qU2\nTk5OAOre24fDpcarV9/odDqDrrEDBw7En3/+ievXryMzM9Mg82JnZ1fnp1MPDw988MEHddpPv9rI\nVPCin3nRrzYCqoISrlu0uZ4EEomEHxemqYIXAJgwYQJ++OEHs9tw7V0auxrHmi7wrU1b6x5OCEDB\nC4H54IW7CVnT8LVr1651HiBOHxcAbNy4ERcvXuSXM8bg5ubG//7YY4/xA9sVFBQYBC/1uZk6ODjw\nVVZ1KStXtaLfVdtUV+nq1Ub6bV7MtWHgMi9NWW0EAGPHjkViYqLZv2VDVxkRQogpFLwQiwKL5qxT\n5wInV1dXPPnkk/xynU5ncPPWH8o6PDwcSUlJVgUv9cEFL1qtFhUVFXzZq3eVNlVtxD1B5+TkmB3i\nvrkyL71794aDg4PZMV8oeCGENAUKXojZ4MXc+C1NRT97oa/6OC729vaYMWMGhg0bBgA4cOBAkwcv\ntra2WLFiBezs7MxmXvQb7HJl5IIvT09Ps9UizdHmBah6DUNCQszOdZSenm4QYBJCSGOg4IU88sEL\nl72ofqPW6XQGQYlYLMa2bdv47sQVFRXNknnJy8sDYNjmhRvnxVTmhSubpe2KuMxLU1cbAUBISAj2\n7dtnctA4nU6HtLS0Nj9sOSGk8VHwQsx6FIIXc5kXU9uJRCKsWbMG+fn5/LKmDF441auNNBqNycwL\np/pUBzWRSqV88NKUmRegavZqNzc3HDlyxGhdVlYWnJycGmRmY0IIMYeCF/LIZ1441RsNV3/61w8c\nunbtijt37jRLtZF++Ux1la6eeeEolUqLziGRSJqlwS5n5syZ2LJli9Hy+Ph4k9M6EEJIQ6PpQskj\nH7zUVIbqy/WzENzUAvfv3wfQdMGLfsNmUw12q0/MyAUfK1as4Nvq1EY/89IcwUtISAjmz5+PGzdu\nwN3dHQDw999/Y8uWLfys14QQ0pgo80JaZPDyxhtv4M033zQISvTnQuJ+bupqI/0Bw8xlXvRH3gWA\n+fPnWzwCMJd50Wg0zRK8yGQyvPHGG1i7di2/LDk5GQEBAXwwQwghjcmqzEt8fDxyc3Ph7OyMsLAw\no+60ptZnZ2cjPj4eNjY2CA0Nhbu7OzQaDWJiYlBSUoL+/fvzqeekpCSkpKRALpcjPDwc9vb2KCgo\nQGxsLHQ6HUJCQtCvXz/k5+fjyy+/hEgkgkQiwbx585rlS701ehSCF1PtOnbs2AEA2Lx5MwDjAMzW\n1hY6nQ4VFRUGjWIb27vvvov169cDMD9IHVe9VJ/3qb29PTQaDcrKyprtff7ee+/B19cXCxYsQKdO\nnfD9999jxIgRzVIWQkjbU+/MS35+PhQKBSIjI+Hq6orTp09btH7Pnj2IiIjAnDlzEBcXB6Dqqc3f\n3x+RkZHIzMyEQqFASUkJUlNTERUVhYCAAL6BYEJCAsLCwrBgwQK+y6a7uzuioqKwZMkSeHh44MyZ\nM/W9rDbJXOalW7duTVgS05555hmcPXvW5DpuDiBTBAJBk7d50R/ttKZxXrgGu9zyuhIIBLC3t8fD\nhw+bLXhxd3fHG2+8gTfeeAN79+7Fzz//jOnTpzdLWQghbU+9g5ecnBx+Mj4/Pz9kZ2fXul6r1UIo\nFEIqlcLJyYlPsefm5sLX1xcA4OPjg9zcXOTl5fGDXfn5+SEnJwcAoFAo4OLiws8Do1QqDTI+Wq0W\nrq6u9b2sNslc8NKrVy+rRsdtCAKBAAMGDDC5bvXq1bh27ZpFx2gK+pNP1jTOi37mpb69hSQSCYqL\ni5u8t5G+5cuXo3Pnzli6dCl27txpdkoDQghpSPWuNlKpVPxcM1Kp1KinhKn1KpXKYBRUoVCIiooK\ng+XctuXl5UbLAMMbrUQigVKphEwmQ1paGnbv3g2RSISJEyfW97LapOYOTqwhk8n4IfXNaargRf/9\nrZ954cZ50e8qDdQv8wJUfSbu3LnTrNWjdnZ22LZtW7OdnxDSdtUavDx48ADr1q0zWu7r6wu1Wg0A\nUKvVRjcQBwcHo/X6y4D/PZlyvSe4kUOdnZ0hFotx584do+Pr34T0l/v5+cHPzw+HDh3C0aNHMX78\neIPyZGVlISsri/89ODi4tksnpM70g5fKykqz0wNwy+t7Hq49DyGEtFb79u3jf/b29oa3tzcAC4IX\nR0dHLFmyxGj5X3/9hcTERAwdOhTp6eno3bu3wXpPT0+j9WKxGDqdDmq12iDw8PLyQkZGBoYNG4aM\njAzMmjULIpEIiYmJAIC0tDR4eXkBqJptt7CwEHK5HCqVCjKZzKBhpFQq5Wf11ad/0cRQS868WKqp\n5mbSH4vGxsaGPy83SB3X5sXa4IVrW0PBCyGkNasp0VDvaqPu3bujffv2WLJkCZycnPgeQjt27MCU\nKVNqXB8SEoLo6GgIBAKEhoYCAAIDAxETE4MTJ07A39+fr27y9/fHokWLIJPJEB4eDgCYPHkyNmzY\nwPc2AqqCmx9++AECgQByuRzvvvtufS+rTWoLwUtTVRvp0++pJRaLUVpaCoFAAKFQaHW1EZfhoeCF\nENIWCVhbuHMRsx5//HFcv3691QYxAoEAwcHBZicUbOjzcbjX9NSpU5g9ezYuX76MsrIy7Ny5E9On\nT8dvv/2GZ599ts7nGDFiBI4fPw6VSmXQw4kQQtoCGqSOtAnNkXnRV30uI+5//TYydUGZF0JIW0bB\nC2m1GZdHiVgsNpgOgGvzUt+sCddFuvp8T4QQ0hZQ8ELaRPDS3JkXOzs7KJVKPmixNnhp6mkPCCHk\nUULBC6HgpYGdPHnSaFlDVxsRQkhbRsELoeClgQUEBCA6OtpgmVgsBmOswaqNHoU5pwghpLlYNTEj\naR0oeGl406dPR0lJCf979aCFG/+lvpkXCl4IIW0ZZV4IaQSPPfYYli1bxv9evbqoc+fOAOrf4LYt\nBJyEEFITCl5Im7gRNnfD1urBS79+/VBeXt6cRSKEkBaLghdCwUsTMDWiLtdjqD7++9//4vDhw1aX\nixBCWiJq80IoeGkCXPVQQ82x1KtXL/Tq1atBjkUIIS0NZV4IaULNHUQRQkhrQMELocxLE+J6GxFC\nCKk/Cl4IBS9NiIIXQgixHgUvpE0EL48KCl4IIcR6FLyQNuFRybzQ4HKEEGI9Cl5Im8i8PCrBS1t4\nrQkhpLFRV2nSJm6oj0Lw8tFHH+GZZ55p7mIQQkiLR8ELIU2k+mSNhBBC6seq4CU+Ph65ublwdnZG\nWFiY0QBcptZnZ2cjPj4eNjY2CA0Nhbu7OzQaDWJiYlBSUoL+/fsjKCgIAJCUlISUlBTI5XKEh4fD\n3t4eBQUFiI2NhU6nQ0hICPr16wcAOHXqFI4dOwbGGF577TUawIsYeBQyL4QQQhpGvdu85OfnQ6FQ\nIDIyEq6urjh9+rRF6/fs2YOIiAjMmTMHcXFxAIDk5GT4+/sjMjISmZmZUCgUKCkpQWpqKqKiohAQ\nEIAjR44AABISEhAWFoYFCxZg7969AACFQoGzZ89i8eLFWLJkCQUuddQWqo0IIYS0HvUOXnJycuDj\n4wMA8PPzw/+3d3cxbZV/HMC/9JSXFsrYAMuMgzoc1IGbwSy+JJBlDsELL7xwmMxku5ga3TLfLvRC\n7OoLxJkpBIYyMkWXcbE5TJYxNIZMhg7CYkIDSFeHoMvmCiJv7amDcp7/xcL507UMJHPdKd/PFT3n\nec55zu/pj/PLOaet0+lccP3U1BQkSYLRaERKSgq8Xi8AwOVyYePGjQCADRs2wOVyob+/H+vXr1f7\nX7hwAcD1QsVsNsNgMMBkMsHj8aCrqwvR0dF47733UF1djWvXri31sJal5VC83Kqv5SciovBb8n90\nr9cLo9EIADAajfB4PAuu93q9MBgMahtJkuD3+wOWz7b1eDxBy4DAE63BYIDH48H4+DgmJydRWlqK\nrKws/mAdBeFtIyKiyLHgMy9jY2OorKwMWr5x40bIsgwAkGUZCQkJAevj4+OD1s9dBgAzMzPQ6/Uw\nGo3w+XwwGo2QZRmpqamIiYnB1atXg7Y/9yQ0u9xoNCInJwcAkJubi8bGxqDx9vb2ore3V329bdu2\nhQ6diIiIwujYsWPq3zk5Oeq5fsHiJSkpCTabLWj54OAgmpqaUFBQAIfDAavVGrA+KysraH1MTAwU\nRYEsywEFSXZ2Nrq7u7F582Z0d3fjxRdfhF6vR1NTEwCgq6sL2dnZAICVK1diaGgIJpMJXq8XCQkJ\nsFqtOHnypDous9kcNN65B02BlsNtI155ISLSnvkuNCz500YWiwUrVqyAzWZDSkqK+gmh+vp6bN++\nfd71JSUlKC8vR1RUFHbt2gUA2LJlC6qqqnDmzBnk5eVh1apVAIC8vDyUlpYiISEBe/fuBQA8++yz\nOHjwIBRFUQ8qPT0dycnJsNvtiI6OVtvS4rB4ISIiLYkSy+HMRTeVmJiIycnJiC1ioqKi8Morr6Ci\noiLcQyEioluAH8GgiC1a5rr//vvDPQQiIrpF+A27FPF8Ph9iY2PDPQwiIrpFWLxQxF95iYuLC/cQ\niIjoFuJtIyIiItIUFi8U8VdeiIgosvC2EaGmpkb9qQYiIqI7HT8qTURERJrC20ZERESkKSxeiIiI\nSFNYvBAREZGmsHghIiIiTWHxQkRERJrC4oWIiIg0hcULERERaQqLFyIiItIUFi9ERESkKSxeiIiI\nSFNYvBAREZGmsHghIiIiTWHxQkRERJrC4oWIiIg0hcULERERaQqLFyIiItIUFi+kCceOHQv3EOg/\nwrmNXJzbyBbO+WXxQkRERJrC4oWIiIg0hcULaUJOTk64h0D/Ec5t5OLcRrZwzm+UEEKEbe9ERERE\n/xKvvBAREZGmsHghIiIiTWHxQkRERJqiD/cA6Pa6ePEi6uvrodfrsWrVKuzZswculwtHjx6FTqfD\nrl27sGbNGjidTtTV1cHj8aC2tlbtf/r0abS3t8NkMmHv3r2Ii4sL2P6VK1dQW1sLRVFQUlKC3Nxc\n/PLLL6iqqkJaWhp0Oh1KS0sD+vzzzz/Yv38/FEWBJEl46aWXkJKSoq4vKytDeno6tm3bhvLycgDA\nb7/9hrVr1wIAdu/ejY8//hiXL1/GBx98gHvuuQcAIMsy6urqMDExgbS0NDz//PMB+21sbITD4cD0\n9DQKCgpQXFyMn3/+GY2NjdDr9bj33nuxc+fOoBgePXoULpcLqampePnll6HT6eB0OoNiGOlkWcb7\n778fEPeFYg4AQgi88cYbKCoqQlFRETo7O9Hc3AwAcLvdeOqpp/Dkk08G9GHMb69Qc7t//374fD4o\nioJLly7h888/D+gTKveZT3empcxvc3MzTp06hczMTLz++usAEN7cFbSsjI6OiqmpKSGEEA0NDaK9\nvV3YbDbh9XrF8PCwKCsrE0IIIcuyuHbtmnjrrbfUvhMTE+Ldd98VQgjR1tYmvvnmm6Dtf/TRR+Lq\n1atClmXx9ttvCyGE6O3tFUeOHJl3TFNTU2J0dFQIIYTD4RCHDx9W1zmdTlFWVhbUf+64ZmZmxMTE\nhDh48KC4dOmSuvyLL74QAwMD8+7X7/er/V977TWhKIr466+/xMzMjBBCiIqKCtHf3x/QZ3BwUFRV\nVQkhhDhx4oT46aefhBAiZAwjXai4LxRzIa6/d8rKysS3334btM5ut4vh4eGAZYz57TdfTglxPZ9r\namqC+oTKfebTnWkp8zs+Pi7cbrc4cOBAyG3e7tzlbaNlJikpCdHR0QAASZLg9/shSRKMRiNSUlLg\n9XoBAAaDATExMQF9+/v7sX79egDAgw8+CKfTGbT9sbExmM1mGAwGmEwmeDweAEBHRwdsNhtOnz4d\n1Cc6OhpJSUnqmHS6/78tm5ubUVRUdNNj0ul0MJlMQcsHBgbw3XffwW634/z58wCAwcFBfP/99+q+\nAGBqagppaWmIiopCcnKyun+9Xq/+/eWXX2J6ehoXLlzAhg0bAmIwNTUVMoaRLlTcF4q5oihob2/H\no48+GrS9sbExTE9Pq1fdGPPwmS+nAATM39y5HR0dDcp95tOdaSnzm5iYiKioqJB9wpG7LF6WqeHh\nYXR3d8NqtcJgMKjLJUnCzMxMyD4ej0dtazQaQ77pxJxP3hsMBng8HmRmZqKyshLvvPMOHA4HBgYG\nQm7f7/fj+PHjKC4uBgD09fXBYrEE3ZparIsXL6KwsBBvvvkmvv76a/j9flgsFhQWFqpt6uvr8eqr\nr2LdunVBfScmJmCxWAAAO3bsQHR0NLxeL4xGoxoDj8cDr9e76BhGuoVi/uOPP4YsXIDrl6Affvhh\n9TVjfucRQqC3t1c9Id2YT7Nmc38W80kbFju/NwpH7rJ4WYZ8Ph89YkxaAAADmklEQVSqq6uxe/du\nJCYmQpZldd3slZhQ4uPj1bayLCMhIQFerxd2ux12ux0TExMB7WfbxMbGQpIkSJKEhx56CL///jt6\nenpgt9tRVVWltj906BCKi4uRlpYG4PrzNbOFjFjC1xGlpKRg7dq1iIuLw913342///47qM3OnTtR\nXV2Nzs5OjI2NAQBGRkbw1VdfYc+ePYuKwdxlwM1jGOluFnNFUXDu3Dk89thjAILntKOjA4888kjQ\nNhnzO0dfXx+ysrICro6GMjtPAPNJSxY7vzcKR+7ygd1lRlEUVFRU4JlnnlGLBEVRIMsyZFme91Ii\nAGRmZqKpqQkA0NXVhezsbMTHx8Nms6ltVq5ciaGhIZhMJni9XiQkJMDn86mVttPpxBNPPAGr1Yrc\n3Fy13/Hjx2E2mwMSwO1245NPPsHk5CQmJyeRk5ODvLy8mx7f3BNiRkYG3G43UlNTMTQ0pN6amuX3\n+6HX6yFJEmJjYxETEwOfz4fKykq88MILIWORlZWFpqYmFBQUwOFwwGq1IiYmZtExjHQ3i/nY2BjG\nx8fx4YcfYmRkBEIIrFu3DpmZmRgfH4ff7w94UHsWYx5ec3Oqo6Nj3itn8+U+8+nOttj5vbHtrHDl\nrrRv3759S+pJmtTW1oYzZ87gypUraG1tRWxsLDZt2oSamhp0dnZix44dWLFiBS5fvozKykr88ccf\n6OnpQXp6OsxmMyYnJ3HkyBG43W5s375dfX5mVnp6Oj777DOcPXsWJSUluOuuu9DW1oa6ujr88MMP\nWLNmDbZs2RLQZ2RkBAcOHICiKGhtbcWff/6JBx54AIWFhcjPz8fq1ashSVLAsy8tLS3YunWr+rq8\nvBwulwtOpxOSJMFisSAjIwOHDh1CS0sLHn/8cdx3330YHBzE+fPnkZmZicOHD+PUqVNoaWlBfn4+\nrFYrTp48iZ6eHvz6669obW2F2WxGamoq6uvrkZOTg+TkZLhcLpw4cQJ+vx9PP/00dDodzGYzPv30\n04AYLgezce/r64MkSdi8eTNqa2tDxjw3Nxdbt25Ffn4+YmNjkZGRgU2bNgEAzp49i9WrVyMrK0vd\nNmMeXjfmVEZGBhoaGvDcc8+pzz7MzadQuc98unP92/k9d+4cGhoaMDg4CIfDgYKCAgDhy13+PAAR\nERFpCp95ISIiIk1h8UJERESawuKFiIiINIXFCxEREWkKixciIiLSFBYvREREpCksXoiIiEhT/geV\nuSPijbJvHQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11bb9f438>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from obspy.clients.syngine import Client as SyngineClient\n",
"import obspy\n",
"\n",
"c_s = SyngineClient()\n",
"\n",
"st_synth = obspy.Stream()\n",
"\n",
"for model in [\"ak135f_2s\", \"iasp91_2s\", \"prem_a_2s\"]:\n",
" st_synth += c_s.get_waveforms(\n",
" model=model, network=\"IU\", station=\"ANMO\",\n",
" eventid=\"GCMT:C201005241618A\",\n",
" dt=\"0.05\", units=\"displacement\", components=\"Z\")\n",
" \n",
" # Trick to make the model name show in the plots...\n",
" st_synth[-1].stats.network = \"SY\"\n",
" st_synth[-1].stats.station = model[:5]\n",
"\n",
"st_synth.plot(automerge=False)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### (Optional) Calculate Theoretical Arrival Time"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1 arrivals\n",
"\tP phase arrival at 511.432 seconds\n"
]
}
],
"source": [
"from obspy.taup import TauPyModel\n",
"\n",
"m = TauPyModel(\"IASP91\")\n",
"arr = m.get_travel_times(\n",
" source_depth_in_km=582.1, distance_in_degree=54.16,\n",
" phase_list=[\"P\"])\n",
"print(arr)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Plot P Arrival\n",
"\n",
"In the generated plot the observed data is on the top, and the synthetic on the bottom."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1 Trace(s) in Stream:\n",
"IU.ANMO.00.BHZ | 2010-05-24T16:18:28.019538Z - 2010-05-24T17:18:27.969538Z | 20.0 Hz, 72000 samples\n",
"3 Trace(s) in Stream:\n",
"SY.ak135.SE.BXZ | 2010-05-24T16:18:33.000000Z - 2010-05-24T17:18:23.400000Z | 20.0 Hz, 71809 samples\n",
"SY.iasp9.SE.BXZ | 2010-05-24T16:18:33.000000Z - 2010-05-24T17:20:03.450000Z | 20.0 Hz, 73810 samples\n",
"SY.prem_.SE.BXZ | 2010-05-24T16:18:33.000000Z - 2010-05-24T17:18:33.150000Z | 20.0 Hz, 72004 samples\n"
]
},
{
"data": {
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EBwfjp59+wqVLl+Dm5tZg3o8//oilS5dCKpVix44dWLp0KaKjo+Hi4gKxWIzPPvsMnp6e\n0NbWxp9//ok1a9bg/PnzOH78OPz8/LBv3z4EBATA2NgYn332mRDQlJWVISMjQ6l/IpEIQUFBqpyi\nkoqKCv6ibgQiQnl5OQDwWDHGGHsmVFpySkpKgpOTEwDA2dkZiYmJDeZVVFRAS0sLIpEIFhYWKCkp\nAQAkJyejX79+AAAnJyckJycjNTUVffr0EeonJSUBAPLz89G+fXsYGBjAyMgIEokEQNVszqhRo5T6\nV1ZWhuDgYGzZskVoq7mqZ2X4C/rJNDQ0oKenB5lM9ry7whhj7AWhUkBTUlICkUgEoGo2pDq4qC+v\npKQEBgYGQhktLS3IZDKl9OqyEomkVhoApeUeAwMDSCQSSKVSZGRkwM7OTql/a9asQVBQEJydnRER\nEaHKqYKIoKGhodIxXiQ8Vowxxp4llQKaNm3aQCqVAgCkUikMDQ0bzKuZBgByuRza2toQiUQoLS2t\nt2zNY9f8oqxOr2t2BoBQZ/DgwbWWo6rFx8fjwIEDwn8Nqdl2eno6Xn/9dYjFYqVzGjBgQJ11ly5d\nimHDhinV19TUxB9//AEAiIyMxOrVqwEA3t7emD59ulB27ty5wnGJCJ988gm8vLzg5eWF0NDQWm0p\nFArMmDEDQ4cOxaJFi4T0Q4cOwd3dHcOHD0dmZmatej179oRYLIaHhwc+/PDDOs8pPj4e77zzDior\nK+Hj4wOxWAyxWIw+ffpgzJgx9YwcY4wx1jJqfmfXfM6VSgFNz549ERcXBwC4ceMGevXq1WCerq4u\nFAoFpFIpcnJyhIDD3t5eKBsXFwc7Ozv06NFDWMK6fv067O3tAQCmpqZ49OgRSktLUVJSAkNDQ2Rn\nZ+Onn37CZ599hqysLBw5cgRyuVxY8rh9+zY6dOhQ5zk4ODjA399f+E9V9c1MxMbGom3btsjJyRHS\n+vTpg88//7zOY2RmZkIul4OI8ODBA+G4u3btQn5+Ps6ePYvTp0/jxIkTiImJUar/66+/wtraGr//\n/jskEgkuX74MuVyOkJAQnD17FsHBwULwVFPbtm0RExOD8+fPIy4uTgh6Hj8nDQ0N6Ojo4PTp04iJ\nicGpU6dgaWmJtWvXNm2wGGOMsSaq+Z3t4OAgpKu0Kbhr164wMTFBUFAQLCwsMG7cOOzevRtTpkyp\nMw8AJk2ahHXr1kFDQwMzZ84EAIjFYoSGhuL06dNwcXERrkxycXHBJ598AkNDQwQGBgIA3njjDWzd\nuhUKhUIIQObNmyf0aenSpZgwYQIKCwuxbt066OvrQ0dHB3PmzFHlVFVy/fp1uLq6YsiQITh8+DBm\nzZoFAOjduzdkMhlSUlJq1fH19UV0dDQMDAzg7u6OgwcPAgB+/PFH7Nq1C0DVkt2iRYuwb98+iMVi\noe7FixeF2ZKRI0fiwoULMDExQZ8+faClpQU3NzelGZhq1ct5CoUCFRUVwpJfzWW+uq7wWrt2LV5+\n+WVhHxRjjDH2rKl82fZ//vMfpd/ffvvtevOAqi/xNWvWKKXp6+tj8eLFtcqOHj0ao0ePVkrr1KkT\ngoOD6+1P9SXbJiYmWL9+/RP7/ywcPHgQkyZNgpOTE9544w0hoNHQ0MCHH36IjRs3ws/PT6nOhAkT\n8H//93/Q19fH/PnzhYAmMzMTVlZWQrlOnTohKytLqW5+fj6MjY0BVI1DXl6eUhpQFbQ8rrCwEGKx\nGA8fPkS/fv1gamoKoGqDt1gsBhGhpKRE6VL5a9eu4dSpUzhz5owKI8QYY4yphm+spyJ9fX3hEmWg\n7hmMyMhIrFq1ChMmTMD169eRm5sr5Lm5uSE1NVVpT4uGhgasrKzw8OFDpKamonv37kKelZWVUtn7\n9+8rBThA1dJRUVERgKogxczMDG3btkVhYaFQpq6rtaqXnOLj49GxY0dhT1GvXr0QExOD06dP4/vv\nvxfKl5eXY/bs2fjuu+94EzBjjLHnigMaFTk5OeHs2bMAqi4/79ixo1L+jRs34OXlhaioKBw7dgxf\nfPEFDh8+DOB/wc/ChQuxZcsWoU51+tSpUzF58mSltEmTJmHjxo0AAJlMhpCQELzxxhtKbbq5ueHU\nqVMAgBMnTsDd3R12dnZITExEZWUlLl68KFxSX1PNYKx6r9Lj6TUtXboUb7/9Nnr06PHEcWKMMcae\nJpWXnF5kGhoaWLx4Md555x1s3rwZmpqa+OqrrwAAYWFhsLe3R2RkJHx9fYU6Q4cOxX/+8x+MHDlS\nmNUYO3Ysli5dKvxe/f8JEyYotQUAM2bMwIoVK+Dp6QkAeP3114Xjz5kzB9988w3GjBmDo0ePYujQ\noXjppZcwaNAgAFWBk7e3NwwMDBAWFib0s1evXhg0aBCKioogFouhUChgYGAgXOpe1+zLw4cPERoa\nCg8PD2E5rEuXLti9e3cLjCxjjDHWNBrE9/FvFIVCAblcDh0dnefdFbVRXl4OPT29590NxhhjLwBe\ncmokDQ0NfoZTE/BYMcYYe5Y4oGkChUJR59VBrLbKykp+TARjjLFnhpecmoCIUFFR8by78a9HRNDW\n1oa2Nm/RYowx9mxwQMMYY4wxtcdLTowxxhhTexzQMMZeODExMdi6dStvXmesFeFNDoyxF0p2djYm\nTZoEHR0d9OjRAyNHjnzeXWKMtQDeQ8MYe6GsXbsW9+/fR69evRAXF4edO3c+7y4xxloABzSMsReK\no6Mjtm3bBgMDA0ydOhXx8fHPu0uMsRbAAQ1j7IWRnZ2N3r17Izc3FwqFAqampsjIyBCeLM8YU1+8\nKZgx9sI4f/483N3doampCW1tbfTp0wcJCQnPu1uMsRbAAQ1j7IURGxsLd3d34Xc7OzukpKQ8xx4x\nxloKBzSMsRdGXFwc+vXrJ/xua2uLv//++zn2iDHWUjigYYy9MG7duoW+ffsKv9va2vIMDWOtBAc0\njLEXQl5eHiQSCWxsbIS07t27Iy0t7Tn2ijHWUjigYYy9EJKTk9GzZ09oaGgIaZ06dcKDBw+eY68Y\nYy1F5TsFh4eHIzk5GZaWlggICICmpmaDeYmJiQgPD4empiZmzpwJGxsblJeXIzQ0FMXFxXB1dcW4\nceMAAFFRUYiNjYWRkRECAwOhr6+PzMxMbN++HQqFApMmTULfvn2Rnp6OnTt3QltbGwYGBli4cCF0\ndXVx6dIlREZGQldXF3PnzoWZmZmqp8sYU1NpaWno3r27UlrHjh3x6NEjyOVyaGlpPaeeMcZagkoz\nNOnp6cjPz0dwcDCsrKxw6dKlJ+b9+OOPWLp0KebPn4+9e/cCAKKjo+Hi4oLg4GDcunUL+fn5KC4u\nxp9//ok1a9bAzc0Nx48fBwDs27cPAQEBWLZsGSIiIgAANjY2WLNmDYKCgtCtWzdcuXIFCoUCv/76\nK4KDg+Hv749Dhw6pcqqMMTWXlpaGbt26KaXp6OjAzMwMDx8+fE69Yoy1FJUCmqSkJDg5OQEAnJ2d\nkZiY2GBeRUUFtLS0IBKJYGFhgZKSEgBVU8HVVx44OTkhOTkZqamp6NOnj1A/KSkJAJCfn4/27dvD\nwMAARkZGkEgkSrNCFRUVsLKyQlZWFjp16gRNTU3Y29sjIyNDlVNljKm5ugIaALC2tuZlJ8ZaAZUC\nmpKSEohEIgCASCSCRCJpMK+kpAQGBgZCGS0tLchkMqX06rISiaRWGgClp+MaGBgI6devX8fHH3+M\n27dvo0OHDrXa4hsiM/ZiS0tLQ9euXWulc0DDWOug0h6aNm3aQCqVAgCkUikMDQ0bzKuZBgByuRza\n2toQiUQoLS2FSCSCVCqFpaUldHV1kZ2dXevYNTf01Ux3dnaGs7Mzfv75Z/z2229wdXVVaqvmLE5N\n8fHxSs9y8ff3V2VIGGP/UpmZmejUqVOtdA5oGFMvBw4cEH52cHCAg4MDABUDmp49eyIyMhJeXl64\nceMGevXq1WCerq4uFAoFpFKpUjBib2+PuLg4eHt7Iy4uDrNmzYK2tjYiIyMBVM2+2NvbAwBMTU3x\n6NEjGBkZoaSkBIaGhpDJZNDWrjoVkUgEmUyGjh07IjMzEzKZDKmpqejcuXOd51BzMBhjrVd2djY6\ndOhQK50DGsbUS30TDyo/nHLv3r1ISUmBhYUFAgICsGfPHkyZMgU6Ojq18rS0tJCQkIB9+/ZBQ0MD\nM2fOROfOnVFWVobQ0FBIJBK4uLhg/PjxAP53lZOhoSECAwNhYGCA+/fvY8eOHUpXOf3xxx/49ddf\noaGhASMjI8ybNw+6urqIjY1FVFQUX+XE2AuuvLwcRkZGKCsrqzVb+/333+PMmTMICwt7Tr1jjLUE\nfto2Y6zVS09Ph4eHB+7du1cr79ixY/jyyy9x4sSJ59AzxlhL4RvrMcZavfqWmwCgXbt2+Oeff55x\njxhjLY0DGsZYq5ednY2OHTvWmdeuXTs8evToGfeIMdbSOKBhjLV6WVlZ9c7QWFpa4p9//uFbOzCm\n5jigYYy1eg0tOenr60NPTw9FRUXPuFeMsZbEAQ1jrNVraMkJ4GUnxloDDmgYY63ew4cP0b59+3rz\nOaBhTP1xQMMYa/Vyc3Nhbm5ebz4HNIypPw5oGGOt3pMCmuqNwYwx9cUBDWOs1cvLy2vwTuE8Q8OY\n+uOAhjHWqhERcnNzOaBhrJXjgIYx1qqVlJRAR0cH+vr69ZbhgIYx9ccBDWOsVXvS/hmA99Aw1hpw\nQMMYa9WetH8G4BkaxloDDmgYY61aY2doOKBhTL1xQMMYa9UaM0NjYWGBvLw8KBSKZ9QrxlhL44CG\nMdaqNWaGRkdHB23atEFhYeEz6hVjrKVxQMMYa9UaM0MD8MZgxtQdBzSMsVbtSfegqWZhYYGcnJxn\n0CPG2NPAAQ1jrFXLy8t74pITwAENY+pOW9UDhIeHIzk5GZaWlggICICmpmaDeYmJiQgPD4empiZm\nzpwJGxsblJeXIzQ0FMXFxXB1dcW4ceMAAFFRUYiNjYWRkRECAwOhr6+PzMxMbN++HQqFApMmTULf\nvn2RlZWFTZs2ITMzE7t27YKenh4AYMGCBcJfZq+++iocHR1VPV3GmJpp7AwNLzkxpt5UmqFJT09H\nfn4+goODYWVlhUuXLj0x78cff8TSpUsxf/587N27FwAQHR0NFxcXBAcH49atW8jPz0dxcTH+/PNP\nrFmzBm5ubjh+/DgAYN++fQgICMCyZcsQEREBADA3N0dwcDDs7OyU+icSiRAUFISgoCAOZhh7QfEM\nDWMvBpUCmqSkJDg5OQEAnJ2dkZiY2GBeRUUFtLS0IBKJYGFhgZKSEgBAcnIy+vXrBwBwcnJCcnIy\nUlNT0adPH6F+UlISACA/Px/t27eHgYEBjIyMIJFIoKurCwMDg1r9KysrQ3BwMLZs2SK0xRh7sTRl\nDw3P0DCmvlQKaEpKSiASiQBUzYZIJJIG80pKSpQCDy0tLchkMqX06rISiaRWGlD1oLlqBgYGSm0+\nbs2aNQgKCoKzs7Mwm8MYe7E05rJtoGrJiWdoGFNfKu2hadOmDaRSKQBAKpXC0NCwwbyaaQAgl8uh\nra0NkUiE0tJSiEQiSKVSWFpaQldXF9nZ2bWOraGhIdR/vM3HVecNHjwYMTExdZaJj49HfHy88Lu/\nv3+TxoAx9u+lUCiQn58PU1PTJ5blJSfG1MOBAweEnx0cHODg4ABAxYCmZ8+eiIyMhJeXF27cuIFe\nvXo1mKerqwuFQgGpVKoUjNjb2yMuLg7e3t6Ii4vDrFmzoK2tjcjISADA9evXYW9vDwAwNTXFo0eP\nYGRkhJKSkloBTfUMjkwmqzpBbW3cvn0bHTp0qPMcag4GY6x1KSoqgkgkgq6u7hPL8qZgxtRDfRMP\nGlRzDacZ9u7di5SUFFhYWCAgIAB79uzBlClToKOjUytPS0sLCQkJ2LdvHzQ0NDBz5kx07twZZWVl\nCA0NhUQigYuLC8aPHw/gf1c5GRoaIjAwEAYGBrh//z527NgBhUIBf39/ODo6oqSkBCEhIUhLS0PX\nrl0xbtw4dOvWDevWrYO+vj50dHQwZ86cRq2jM8Zajzt37kAsFuPu3btPLPv3339jxIgRSE1Nffod\nY4y1OJUDGsYY+7f6448/8N577+HatWtPLFtQUIAuXbrw4w8YU1N8Yz3GWKvV2MceAICJiQlKS0tR\nXl7+lHuqeiZ+AAAgAElEQVTFGHsaOKBhjLVajd0QDFRdcGBubo7c3Nyn3CvG2NPAAQ1jrNVqSkAD\n8JVOjKkzDmgYY61WU5acAL7SiTF1xgENY6zV4hkaxl4cHNAwxlqt5gQ0PEPDmHrigIYx1mo1NaDh\nxx8wpr44oGGMtVr5+flN2kPDS06MqS8OaBhjrVZzZmh4yYkx9cQBDWOs1crLy+NNwYy9IDigYYy1\nWnyVE2MvDg5oGGOtkkwmg1QqhbGxcaPr8JITY+qLAxrGWKtUUFAAExMTaGo2/mPO3NwcOTk54Gf2\nMqZ+OKBhjLVKTV1uAgB9fX3o6emhqKjoKfWKMfa0cEDDGGuVmrohuBrfi4Yx9cQBDWOsVWrODA3A\nG4MZU1cc0DDGWiVVAhreGMyY+uGAhjHWKjX1LsHV/i1LToWFhVi8eDF+//13lY5DREhOTn7ivqD0\n9HQcO3YMUqlUpfaaKj09HYsXL8bx48efabus9eGAhjHWKqn7ktPUqVORkpKC1157DQkJCc0+zkcf\nfQQ3Nzc4OTkhPT29zjL79+9H//798dlnn8HJyQl37txpdntNUVpaipEjR6KkpAQzZszAr7/++kza\nZXU7duwY+vfvD5FIBDc3N1y5cuV5d6lJOKBhjLVKqmwKft5LTjdu3MCff/6JiIgILFmyBB9//HGz\njnP69GkcPHgQKSkpmD17NqZOnQq5XK5U5uzZs1i4cCFOnz6Nc+fO4YMPPoBYLH4mQc3y5cvRr18/\nfP3119i/fz8CAgKe6gzRP//8A19fX3Tu3BlHjhypt9yxY8cwbtw4LFq0CAUFBU+tP/8m33zzDd57\n7z2sWrUK2dnZmD9/PsaMGYOdO3c2qj4RIS0tDXFxcbXeY88MqWjv3r20cuVKCg0NJblc/sS8hIQE\nWrFiBa1cuZIyMjKIiKisrIw2btxIK1eupP/+979C/cjISFqxYgVt2LCBSktLiYjowYMHtHLlSlqx\nYgXFxcUREZFcLqevv/6aVq5cSbt37xbqx8bG0ooVK2j16tWUm5ur6qmy50wul1NCQgIdPnyYtmzZ\nQuvXr6dNmzbRwYMHKS0tjRQKxfPuIvsXeeedd2jHjh1Nrrdjxw565513nkKPGm/KlCm0YcMGIqr6\nfOzWrRudPn26SceorKwkJycnOnjwIBERyWQy8vT0pJCQEKHMgwcPyMrKio4fP65U9+uvvyYbGxu6\nceMGEREpFAq6fPkyTZs2jTw9PenYsWMqnF2VM2fOkJWVFeXk5Ahp/v7+tGrVqjrLy2SyWt8xTTV2\n7FhasGABXbhwgdq1a0cnTpyoVWbv3r1kZWVFe/bsoffee4969epF9+7dU6ndplIoFPTrr7/S5s2b\nKS8v76m3Fx0dTR06dKC0tDSl9KSkJLK3t6e5c+dSfn4+EVV9Dufm5lJhYaHQ199++408PT2pffv2\nZGdnR3Z2dnTt2rUW7WNFRQUFBQU1WEalgObu3bsUGhpKRESHDx+mCxcuPDEvKCiISkpK6J9//qHP\nPvuMiKoCl+joaCIiWrt2LeXl5VFRURGtXr2aiIjOnTtHR44cISKijRs3UnZ2NkmlUlqxYgUREV29\nepV+/PFHIiLatm0bJScnk1wup+XLl5NcLqfExETavn27Kqf6zEkkEoqOjqaQkBAKCAigl19+mVxc\nXMjOzo6sra3Jzs6OXF1dyd/fn4KDg+nUqVNUVlb21Pslk8koLS2Nzp8/T2fOnKGbN29ScXHxU2uv\noKCAvv/+e/L39ydzc3Pq1q0bjRkzhgICAmjx4sU0f/58Gj9+vPAPKSgoSAiUnxeZTEaPHj2iv//+\nm65fv07nz5+n48eP06FDhygsLIy2bt1KGzZsoE8++YTef/99evfdd2ny5Mk0ceJEmjFjBi1ZsoT2\n7NlDCQkJzyVIUygUlJKSQjt27KC5c+fSiBEjqF+/fuTg4EADBw6k1157jVatWkUnTpyggoKCZ96/\nxvLz86NDhw41ud7PP/9Mo0ePfgo9apy7d++SmZmZ0tiGh4fTwIEDm/R++Oabb2jo0KFKdVJSUsjc\n3Jxu3bpFEomEBgwYQGvXrq2z/t69e8nCwoJGjx5NTk5O1K1bN/r888/p8OHD1KFDh1pBUFMUFBRQ\nt27d6Ndff1VKT0tLIzMzM6UAory8nObOnUt6enpkZWVFhw8fblabFy9epG7dulF5eTkREZ09e5Ys\nLS3p9u3bQpmff/6Z2rdvT7du3RLSNm7cSF26dKGkpKRmtdsca9euJTs7O5o8eTJ17969zs+0iooK\nSk5OptTUVJLJZM1uKy8vjzp27EinTp2qM7+goICmTZtGIpGIzM3NSVtbm0xMTEgkEpGdnR316NGD\nevXqRT/88ANVVlYSEVFERARZWlrSX3/91ex+1ZSenk5ubm40YsSIBstpqzK7k5SUBCcnJwCAs7Mz\nzpw5Azc3t3rz+vfvDy0tLYhEIohEIpSUlAAAkpOTMXXqVACAk5MTkpOToaenhz59+gj1t27dCqBq\nXbx9+/YAACMjI0gkEiQlJcHV1VUom5SUBJFIhE6dOkFTUxP29vbYs2dPo89r8eLFCAwMhI2NjSrD\n0yTZ2dm4cOECzp8/jwsXLuD27dvo168fXF1d0atXL7zyyito164dDA0NIRKJUFpaisLCQqSkpCAu\nLg4rVqxAfHw8Xn75ZUydOhWjRo2Crq5ui/StsrISMTExiIiIwNGjR9GmTRt06tQJOjo6yMnJQUZG\nBhwcHDBq1Cj85z//ga2trUrtVVRUICoqCuHh4Th58iTEYjHGjx+PL774ot7XhIhw9epV7NmzB/36\n9cPo0aPx4YcfwtnZWaW+PEllZSUuXLiAkydP4tq1a4iLi8OjR49gbGwMExMTGBoa1vqvTZs2ws9W\nVlYwMjKCoaEhdHR0UFhYiOzsbPzyyy9Yvnw5AGD06NGYMGECfHx8oKOj89TOJSkpCeHh4QgPD0d5\neTm8vb0xYMAAjBo1ClZWVtDW1kZxcTEyMjJw/fp1fPrpp7h27Ro6deoEV1dX9OvXDx07doSxsTEq\nKytRUVGBkpISSKVSlJSUoKysDObm5ujSpQsGDhwIKyurp3YuQPM3BVtZWSErK+sp9KhxNm3ahBkz\nZsDExERIe+ONNxASEoKtW7di9uzZ+Prrr7F27Vq0b98e3333Hfr37690jIcPHyIoKAgnT56EhoaG\nkG5ra4vNmzfDy8sLRkZGePnll7F06dI6+zFlyhSMHDkS586dg7m5Odzd3YW7LpuamuKtt95CfHx8\nkx4tAQAKhQLTp0/HqFGj8Morryjlde3aFXPmzMHChQtx8OBBFBYW4tVXX4WxsTGysrKQnJwMPz8/\naGlpYfz48U1qd+PGjVi0aJHwuejp6YmNGzdi7NixOHnyJOLj4zF9+nRERkbCwcFBqPfhhx/C1NQU\nHh4emDRpEjp27Aig6t++vr4+XnvtNfTo0aNJfQGA6Oho7N27F05OTpg7d67Qr59++gnffvstYmNj\n0bFjR4SEhMDb2xsnT55Ejx49kJmZiS+//BI7duxA27ZtIZfLUVpaiiVLlmDRokVKr3djLF++HH5+\nfvD19a0z38TEBLt378b27dtRVFQEExMT6OrqQiaTITExEXK5HE5OTkrt+vv7Q0NDA2PHjsXVq1fR\noUOHJo9PUVERsrKyEB0djeDgYCxatAiLFy9uuJIqUdNPP/1EV69eJSKirKws2rx5c4N5eXl5tHHj\nRqHMypUrqbKykj799FMqKSkhoqqpr1OnTtG5c+coMjKSiKqmuKpnY5YuXSrUDw0NpaysLNq+fTvd\nvXuXiIhu3rxJ+/fvp6SkJKXlp2XLljX6vBYuXEimpqY0efJkunLlSpPGpDHkcjndunWLvv32W5o2\nbRrZ2tqSqakpvfLKK7Ru3To6d+6csMTWFLm5ubRjxw7y9PQkCwsLmjNnDp09e7ZZ07QymYyio6Pp\nvffeIwsLCxo0aBCFhITUOfVaWlpKMTExFBgYSJaWluTm5kbbtm1r8jLfzZs3aeHChWRpaUleXl70\n7bffNmu6NT8/nzZs2EDW1tbk6+tLkZGRKk9V1/TPP/9QWFgYvfbaa9S2bVvq378/ffLJJ/Tzzz/T\n3bt3hb9SVKVQKCg+Pp42bNhAgwYNIjMzM5o2bRr9/PPPzXp/1CUzM5NCQkLI1dWVOnbsSO+//z79\n8ccfjZ4JqKyspBs3btB3331HixYtoilTptDYsWPp1VdfpTfeeIOmT59O8+fPpyVLltCqVato3rx5\nNHr0aDIzM6OePXvSihUrKD4+vkXO5XFOTk7N+gvxwYMH1L59+6fQoyfLyckhU1NTun//fq28lJQU\n6tKlC1lYWJBYLKa4uDiKiIggCwsLOnDgABFVzeyeOHGCnJycGpyeT0tLo2vXrqk0Azh9+nT64IMP\nmlRHoVDQ3LlzycPDo973sFQqpf79+9OYMWPIzs6O5s+frzQDceXKFbKwsFCaRXmSxMREsrS0JIlE\nUivvyy+/JGNjY7K3t6dz587Ve4z4+Hj6/PPP6eOPP6YlS5bQJ598QnPnziULCwuaOnUqJScnU0FB\nAR07dowWLVpEQ4cOpbfeeqvOfu7fv5+srKzoq6++otGjR5OzszMlJibSjRs3yNLSstb3zrZt28jc\n3Jx8fX3J1NSUAgMDlZaHkpKSyNXVVen7sTGuXLlCHTp0eGrLWsuXL6eRI0c26X0WFhZGXbt2pTZt\n2pCdnR1NnDhRiCWeRKWA5sSJE/T7778TEVFqairt2rWrwbzy8nIKDg4WyixfvpyIiEJCQoR11F9+\n+YUuXbpE165dE9Z+i4uLaf369USkHJisX7+eiouLhel5IqJLly7RL7/8Qvfu3aOvv/5aKFsdED3u\n1q1bFBERIfxXLT8/n7744gvq0qUL9e3blz755BM6depUk6fYKysr6fbt2xQREUHLly+nESNGkImJ\nCdna2tJbb71F27Zto1u3brXoFy4R0Z07d2jt2rXk6OhINjY2NG/ePDp48CDdv3+/zjeXQqGge/fu\n0eHDh+mdd96hdu3akYuLC23YsKHWumpDKioq6L///S/5+/uTsbExjR8/nvbt20eZmZm1yspkMvrr\nr79o7dq11L9/f7K2tqbly5fT33//rcqpC8rLy2nPnj300ksvkb29Pa1du5aSk5ObfBypVEpnz56l\n9evXk5eXFxkbG9OECRPou+++o6ysrBbpa2NkZGTQl19+SZ6entS2bVuaPHkyHTp0qM4P6Ybk5eXR\nzp07ydfXl9q2bUtvv/02/fbbbypNWzeVXC6nK1eu0AcffEDW1tbk6upKoaGhSvspVGVjYyP8odMU\nlZWVpK2t3WKBaVMEBwc3uH+ntLSU0tPTldKuXbtGtra21K5dOzIwMKAhQ4bQzp07n/pyZVZWFpmb\nmzfp3+uyZcvIxcXliZ+jJSUl9O2339Lx48frPI/du3eTnZ1doz+P3333XVq5cmW9+aqMVUFBAa1a\ntYrMzc2pTZs25OnpSatXr6aTJ0/SF198QRYWFrR//36h/OnTp8nS0pJu3rwptP3NN9+QsbExmZiY\nCNsnHpeWlkaRkZH1Bh+PHj0iKysrpa0fDamsrCRXV1elP/xbWkVFBQ0YMIC++uqrRpUPCwuj7t27\n05UrVxp8TWp+Z9cMGDWImv8Utrt37yIyMhJz587FkSNH0L59e2HJqb68VatW4aOPPoJUKsXOnTux\nZMkSREVFQSQSwdvbG+vWrcOsWbOgra2NLVu2YMWKFTh//jxycnLg5+eHL774Am+99RaMjIywbt06\nrF69GlevXkVaWhr8/f3x7bffwsfHB927d8eqVasQFBSE1NRUnD17Fu+++26Tz1GhUODSpUs4evQo\nLl68iL/++gvt27dHt27d0K1bN1haWsLIyAj6+vooKyuDVCpFbm4u7t27h4yMDPz999+wsrKCk5MT\nnJyc8NJLL2HIkCFo165dc4e9yW7duoWoqCj8/vvvuHr1KqRSKbp06QJDQ0Po6uqioKAAmZmZ0NbW\nhouLC0aNGoUxY8age/fuKrVbVFSEn376CT/99BPOnz8PfX19WFtbQ19fH0VFRfj7779hbW2NkSNH\nYuzYsRCLxdDS0mqhs/4fIsKFCxfw448/4tChQ9DX18eQIUPg4OCAzp07w8LCAnp6etDR0UFxcTEK\nCwtx7949JCYmIj4+HvHx8ejTpw+GDBmCESNGwNfXF/r6+i3ez6bIzs7G0aNHcfjwYVy5cgXDhg2D\nWCyGo6MjunfvDnNzc+jp6aG0tBR5eXlITEzE1atX8dtvv+HatWsYNmwYJk+ejFdeeQUGBgbP9Vzk\ncjmio6Oxe/duREVFYdiwYZg6dSqGDx8OkUjU7OMaGhoiMzOzyUsiQNWy09WrV2Ftbd3s9puqqKgI\nPXr0wIULF9CzZ88m1ZXL5cjOzka7du2e6rLk4z777DNcu3YNhw4demLZDRs2ICwsDGfPnoWFhYXK\nbc+dOxf379/HkSNHGnwA6cOHD9G7d28kJSXB0tJS5XbrU/1V+viSz82bNzF27Fi8/fbbcHZ2xuzZ\ns7F//36IxWKlcmVlZQCg0mdLeHg4Nm3ahCtXrjzxoaybNm3CL7/8gujo6CYvUzVFYmIiPDw8EBcX\nJyzX1SUjIwOurq6IiYmBo6Njs9pSKaABgL179yIlJQUWFhYICAjAnj17MGXKFOjo6NTK09LSQkJC\nAvbt2wcNDQ3MnDkTnTt3RllZGUJDQyGRSODi4iKsjUZFRSE2NhaGhoYIDAyEgYEB7t+/jx07dkCh\nUMDf3x+Ojo5QKBTYtm0bHj58iG7duuHtt98GAMTGxiIqKgq6urqYO3dus9bTHyeTyXDnzh3cvXsX\nd+/eRU5ODoqLi1FaWgqRSAQDAwOYmpqic+fOsLGxgZ2dHQwNDVVutyUVFhYiIyMDUqkU5eXlMDEx\nQYcOHYS9SU+DQqHAgwcP8ODBA1RUVMDQ0BB2dnYwMjJ6am3W14/k5GTExsYiOTkZ9+7dQ25uLsrL\ny1FZWQkjIyOYmJjAysoKvXr1Qu/eveHi4qLSF+vTlpubi19++QWxsbGIi4tDWloa8vPzUVFRAX19\nfbRt2xb29vZwdnbGsGHDhP0T/0aFhYU4cOAA9u3bhz///BNeXl5488038eabbzbpOJWVlRCJRKio\nqGjWh7Wrqyu2bduGAQMGNLluc61fvx43b97Evn37nlmbqiotLUWvXr2wd+9eeHp6CunFxcWQSqUw\nMzODpqYm1q5di927d+PcuXMtFiRWVFTA29sbr7zyirDfrC7Lly9Hfn4+vv766xZptzkyMzMRGBiI\nrKwsBAcHY9iwYU+lHSLCwIED8eGHH2LSpEn1lrt69SpGjx6Nixcvws7O7qn0paYlS5YgMzMTP/zw\nQ71lZs+eDTMzM3z22WfNb6j5k0mMsX+zll7GfNby8vJo//79ZGtrSz/88EOT6j58+JAsLCya3faY\nMWPo6NGjza7fVBKJhNq1a9ekfSH/Fvv27SMHBwdKTU2lo0ePko+PD4lEIrKwsCAtLS3S19cnsVhc\n57KzqqovO9++fXudSxQZGRlkbm5Od+7cafG2/61OnjxJdnZ2VFFRUSsvPz+ftm/fTu3atXum7+/i\n4mKytramixcv1pl/7949MjU1pUePHqnUDgc0jLF/tStXrpC1tXWTNkInJiaSnZ1ds9t899136Ztv\nvml2/aYKCQmhV1999Zm115IUCgUFBweThYUFDR48mPbt2ydcGi2Xy4X7lTwtt2/fJicnJ3rllVeU\n9sjJ5XIaM2YMffLJJ0+1/X8bhUJBPj4+9O233wpphYWFtHDhQmH/X2P32bSk7777jtzd3esMPBcs\nWNDkDeZ14YCGMfavJxaLhYsEGiM2NpYGDhzY7PaCgoKe2RdhWVkZWVtb0x9//PFM2muNysrK6PPP\nPydzc3NasGABRUVFkb+/P3l5eQnB1Yvk8uXL1L59ezp37hyFhYWRlZUVTZ8+XeUZEFXIZDJydHQU\n7ilXLTs7m0xNTVtkBo8ffcAY+9ebOnVqk+4l1dzHHlSzsrJCZmZmk+uVlpY2uc4PP/yAvn37CvfS\nYk2np6eHxYsX49atW9DT08MXX3yBHj164NixYy12Py51MnDgQGzZsgUzZszA7t27cfDgQezateup\nbop+Ei0tLXz++ef4+OOPUVlZKaRv3LgRb775ZoMbhhtL5U3BjDH2tBUVFcHGxgZ3795tVKASHh6O\nyMjIZm+w/eWXX7Bt2zZERkY2uk5gYCC++uorbNmyBfPmzWtUHSKCo6MjNm/eXO+NzRhrLYgIw4cP\nx8SJEzFnzhxkZmaib9++uHXrVovcaJNnaBhj/3rGxsbw9vZu9NOYm/uk7WpNnaFJTExEREQEbt68\niVWrVjX6wY5nzpwBEdW6hJex1khDQwMbN27EqlWrcPXqVcyYMQMBAQEtdtdwDmgYY2phwoQJDT4h\nuSZVAxpra2vcv3+/0eV37tyJmTNnom/fvpg7dy4+/fRTpfxHjx5h9+7dSExMVEoPDQ3FvHnznup9\nQBj7N3nppZewYcMGjBkzBmZmZli5cmWLHZuXnBhjaiE3Nxfdu3dHVlbWE+8LtGjRIlhbW+ODDz5o\nVlsKhQJt2rRBTk4O2rRp88Tyffr0QVhYGAYMGICCggLY2tri0qVLsLW1xaNHj+Du7o6+ffvi/Pnz\n2Lp1K/z9/ZGQkAAvLy+kpaX96+5VxZg64hkaxphaMDc3h6urK06ePPnEsqpuCtbU1ISNjQ0yMjKe\nWDY9PR05OTnCpt62bdti/vz5WLFiBSQSCV555RVMnjwZR44cQUxMDBYsWIDQ0FBMnz4dy5Yt42CG\nsRbCAQ1jTG34+fnh6NGjTyyXl5en8p3Bu3Tpgrt37z6x3PHjxzFixAilW80vWrQICQkJwpPFg4OD\nAQCOjo44efIkfv31V3h7e2PBggUq9ZEx9j/az7sDjDHWWH5+fli9ejVkMhm0tev/+MrNzVX5eUFd\nu3ZFenr6E8sdO3YMr7/+ulKakZERLl68iNTUVDg5OSnlOTo64sSJEyr1jTFWG8/QMMbURufOndG1\na1ecPXu2wXI5OTkqBzRdunR5YkBTWlqK06dPY9SoUbXy2rRpUyuYYYw9PRzQMMbUSmOudmqJGZrG\nBDSnTp2Ci4tLizz4ljGmGg5oGGNqZcKECTh69Cjqu0BTLpejoKBApU3BQOMCmiNHjmDcuHEqtcMY\naxkc0DDG1Erv3r0hEonwxx9/1Jmfn58PExMTaGlpqdTOkzYFFxQU4MiRI5g8ebJK7TDGWgYHNIwx\ntaKhodHgslNubi7Mzc1Vbsfa2hr//PMPKioq6swPCQnB2LFj0aFDB5XbYoypjgMaxpja8fPzqzeg\naYkNwQCgra0NGxubOh9j8Mcff2Dbtm217gjMGHt+OKBhjKmdgQMHIjs7Gw8fPqyV11IzNEDVHYAT\nEhKU0iQSCSZNmoRvvvkGnTt3bpF2GGOq44CGMaZ2NDU14ezsjBs3btTKa6kZGqAqoLl9+7ZS2sqV\nK+Hh4YGJEye2SBuMsZbBAQ1jTC3169cP169fr5XekjM0vXv3VpqhkUgk+P7777Fu3boWOT5jrOVw\nQMMYU0vPY4bmwIED8PT0hJWVVYscnzHWclR69EF4eDiSk5NhaWmJgIAApWeZ1JefmJiI8PBwaGpq\nYubMmbCxsUF5eTlCQ0NRXFwMV1dX4b4OUVFRiI2NhZGREQIDA6Gvr4/MzExs374dCoUCkyZNQt++\nfZGVlYVNmzYhMzMTu3btgp6eHgBgwYIFwg2vXn31VTg6OqpyuoyxfxFnZ2d8/vnntdJzc3Nha2vb\nIm307t0bSUlJwqMWdu3ahY8++qhFjs0Ya1nNnqFJT09Hfn4+goODYWVlhUuXLjUq/8cff8TSpUsx\nf/587N27FwAQHR0NFxcXBAcH49atW8jPz0dxcTH+/PNPrFmzBm5ubjh+/DgAYN++fQgICMCyZcsQ\nEREBoOopvMHBwbCzs1Pqg0gkQlBQEIKCgjiYYayV6d27N+7cuQOZTKaU3pIzNEZGRujevTv+/PNP\nJCQk4M6dOxg9enSLHJsx1rKaHdAkJSUJzylxdnZGYmLiE/MrKiqgpaUFkUgECwsLlJSUAACSk5PR\nr18/AICTkxOSk5ORmpqKPn36CPWTkpIAVN00q3379jAwMICRkREkEgl0dXVhYGBQq49lZWUIDg7G\nli1bhLYYY62Dnp4eOnbsWOvmdy25hwYAfH19ER0djW+//RZvvfUWdHR0WuzYjLGW0+wlp5KSEmE5\nRyQSQSKRPDG/pKREKfDQ0tKCTCZTSq8uW1lZWSsNgNLtzg0MDCCRSGBoaFhnH9esWQNDQ0OcPXsW\nERERmD59eq0y8fHxiI+PF3739/dv8lgwxp4POzs7JCcnKy0xteQMDVB1z5spU6ZAKpXi1q1bLXZc\nxljzHDhwQPjZwcEBDg4OABoR0BQUFGDz5s210vv16wepVAoAkEqltYKKNm3a1MqvmQZUPXNFW1sb\nIpEIpaWlEIlEkEqlsLS0hK6uLrKzs2sdX0NDQ6hfV7s1VecNHjwYMTExdZapORiMMfViZ2eHlJQU\npbSHDx/C0tKyxdoYOnQoAgIC0LVrV1hbW7fYcRljzVPfxMMTA5q2bdsiKCioVvrdu3cRGRkJLy8v\n3LhxA7169VLK79mzZ618XV1dKBQKSKVSpWDE3t4ecXFx8Pb2RlxcHGbNmgVtbW1ERkYCAK5fvw57\ne3sAgKmpKR49egQjIyOUlJTUCmiqZ3Cq19W1tbVx+/Ztvj05Y61Qz549kZycLPxeXl4OiUTSoktO\nGhoaWL58eYsdjzH2dGhQfY+sbYS9e/ciJSUFFhYWCAgIgJaWFnbv3o0pU6ZAR0enzvyEhATs27cP\nGhoamDlzJjp37oyysjKEhoZCIpHAxcUF48ePB/C/q5wMDQ0RGBgIAwMD3L9/Hzt27IBCoYC/vz8c\nHR4P6Y8AACAASURBVB1RUlKCkJAQpKWloWvXrhg3bhy6deuGdevWQV9fHzo6OpgzZ46wBMYYax2i\noqLw5Zdf4uTJkwCqLkbw8PDAvXv3nnPPGGPPmkoBDWOMPU8pKSl4+eWXkZaWBgC4dOkSAgMDceXK\nlefcM8bYs8Y31mOMqa2uXbsiMzMTZWVlAICsrCxeXmbsBcUBDWNMbeno6KBLly5ITU0FAGRnZ6Nj\nx47PuVeMseeBAxrGmFrr1auX8LylBw8e8GMJGHtBcUDDGFNrvXv3Fm7smZqaiu7duz/nHjHGngcO\naBhjaq3mE7Hv3LmDHj16POceMcaeBw5oGGNqrWZAk5qaygENYy8ovmybMabWCgsLYWVlhfv378PG\nxgbFxcVKdxRnjL0YeIaGMabWTExM0K5dO0RERMDR0ZGDGcZeUBzQMMbU3tChQ/Hxxx/Dzc3teXeF\nMfac8JITY0ztXb58Ge7u7rh+/Tr69u37vLvDGHsOOKBhjLUKRMTLTYy9wHjJiTHWKnAww9iLjQMa\nxhhjjKk9DmgYY4wxpvY4oGGMMcaY2uOAhjHGGGNqjwMaxhhjjKk9DmgYY4wxpvY4oGGMMcaY2tNW\npXJ4eDiSk5NhaWmJgIAAaGpqPjE/MTER4eHh0NTUxMyZM2FjY4Py8nKEhoaiuLgYrq6uGDduHAAg\nKioKsbGxMDIyQmBgIPT19ZGZmYnt27dDoVBg0qRJ6Nu3L9LT07Hz/9m797goy/z/469hhpEZZsQD\nCKKAJ8AVRYLazFZD2g7WLrYdoM3t8NuH5UpKbrVruBlNtOrXdjvI121d67GuCqmZ9W2F3DxUW4m5\nuWmIwigqZICYjsrMcHBm7t8fPpiYQDwMiDN+no8Hj2au676v+7onkDfXdd33/cYbaDQadDods2fP\nRqvVsn37doqKitBqtTz++OP069fPm9MVQgghxBXqkkdoqqqqsFgsmEwmIiMj2b59+wXVr169mpyc\nHGbNmsWqVasA2LJlC8nJyZhMJvbs2YPFYqGhoYGdO3eSl5fH+PHj2bhxIwCFhYVkZWUxd+5c1qxZ\nA0BUVBR5eXnk5uYydOhQduzYgcvlYsOGDZhMJjIyMli3bt2lnqoQQgghrnCXHGgqKipITEwEICkp\nifLy8vPWt7S0oFar0ev1hIaGYrPZADCbzYwdOxaAxMREzGYzlZWVjBo1yr1/RUUFABaLhfDwcHQ6\nHUajEavV6jEy1NLSQmRkJLW1tQwePJiAgADi4+Oprq6+1FMVQgghxBXukgONzWZDr9cDoNfrsVqt\n56232WzodDr3Nmq1GofD4VHeuq3Vam1XBmef19JKp9O5y3ft2sWcOXPYu3cvERER7Y4lj6wSQggh\n/Nd519CcPHmS1157rV352LFjsdvtANjtdgwGg0d9cHBwu/q2ZQBOpxONRoNer6exsRG9Xo/dbics\nLAytVktdXV279ts+r6VteVJSEklJSbz//vts2rSJlJQUj2P9cH1Pq7KyMsrKytzvMzIyzveRCCGE\nEKKHrF271v06ISGBhIQE4AICTZ8+fcjNzW1XfvjwYYqKipg4cSK7d+9m5MiRHvVxcXHt6rVaLS6X\nC7vd7hFG4uPjKS0tJTU1ldLSUqZPn45Go6GoqAg4O/oSHx8PQN++famvr8doNGKz2TAYDDgcDjSa\ns6ei1+txOBwMHDiQmpoaHA4HlZWVREdHd3h+bT8MIYQQQlzZzjXwoFK8mItZtWoV+/fvJzQ0lKys\nLNRqNcuXL2fq1KkEBgZ2WL9v3z4KCwtRqVRMmzaN6OhompqayM/Px2q1kpyczJQpU4Dvr3IyGAxk\nZ2ej0+k4cuQIy5Yt87jK6csvv2TDhg2oVCqMRiMzZ85Eq9VSUlJCcXGxXOUkhBBC+DmvAo0QQggh\nxJVAbqwnhBBCCJ8ngUYIIYQQPk8CjRBCCCF8ngQaIYQQQvg8CTRCCCGE8HkSaIQQQgjh8yTQCCGE\nEMLnSaARQgghhM+TQCOEEEIInyeBRgghhBA+TwLNVaTtU8WF8CfyvS38mXx/XxgJNFcR+aEQ/kq+\nt4U/k+/vCyOBRgghhBA+TwKNEEIIIXyeSlEUpac7IYQQQgjhDRmhEUIIIYTPk0AjhBBCCJ8ngUYI\nIYQQPk8CjRBCCCF8nqanO+CLZB31hVGpVD3dBSGEEFcJrwNNQUEBZrOZsLAwsrKyCAgI6LSuvLyc\ngoICAgICmDZtGlFRUTQ3N5Ofn09DQwMpKSmkp6cDUFxcTElJCUajkezsbIKCgqipqWHp0qW4XC4y\nMzMZPXq0+3jvvfceX3zxBQsWLADgiSeeoF+/fgDcfffdjBkzxqtzdblctLS0oFKp5Jf1ebhcLtRq\nNYGBgT3dFSGEEFcBrwJNVVUVFosFk8nE+vXr2b59O+PHj++0bvXq1eTk5GC321m2bBk5OTls2bKF\n5ORk0tLSmD9/PhMmTECj0bBz507y8vL47LPP2LhxI3fddReFhYVkZWXRu3dv5s+f7w40TU1NVFdX\ne/RPr9eTm5vrzSm6KYpCc3MzQUFBEmYuUEtLCw6HA41GBgKFEEJ0L6/W0FRUVJCYmAhAUlIS5eXl\nnda1tLSgVqvR6/WEhoZis9kAMJvNjB07FoDExETMZjOVlZWMGjXKvX9FRQUAFouF8PBwdDodRqMR\nq9UKnB3NmTx5skf/mpqaMJlMLF682H2sS6UoCmq1WsLMRQgMDMTpdPZ0N4QQQlwFvAo0NpsNvV4P\nnB0NaQ0X56qz2WzodDr3Nmq1GofD4VHeuq3Vam1XBp7rV3Q6HVarFbvdTnV1NbGxsR79y8vLIzc3\nl6SkJNasWePNqQKea0KsVivp6emkpaVx44038sc//pFly5YB4HQ6ufHGGzl27Fin7W3ZsoWcnByP\nsvLycq655hr0ej0tLS3u8l/84hekpqYyfvx4tm3bBsC8efMYO3YsaWlpPPPMM+3a37x5M+PHj+em\nm24iNTXVfcyYmBjS0tJIS0vjL3/5i8c+b775JvHx8aSlpTFhwgR3SJ09ezbvvvsuAJ9//jkPPPAA\nhw8fZtKkSaSlpTFp0iSGDh3K7NmzL+SjFEIIIbqUV3MBwcHB2O12AOx2OwaDodO6tmVw9he/RqNB\nr9fT2NiIXq/HbrcTFhaGVqulrq6uXdttQ0VreUejM4B7n3HjxrF169YOz6GsrMzjwV8ZGRkXdO4r\nVqxg8uTJzJgxA4CjR49y1113kZmZyYoVK7jvvvsICws7bzs/HPGJiYnh008/5Y477vAof/vtt9Fo\nNBw8eJCZM2dSXFwMwEsvvcStt97aYdvPPfccH374IQaDgdOnT7vLp06dyvz588/Zp6eeeorHHnuM\nTz/9lNdee43XX38dk8nE7bffzu23305OTg5vvfUWgwYN4qOPPgLg9OnTpKamdhishBBCiK6ydu1a\n9+uEhAQSEhIAL0do4uLiKC0tBWD37t2MHDmy0zqtVovL5cJut/Pdd9+5A0d8fLx729LSUmJjYxk+\nfLh7dGDXrl3Ex8cD0LdvX+rr62lsbMRms2EwGKirq2P9+vXMnz+f2tpa3n33XZxOJw6HA4C9e/cS\nERHR4TkkJCSQkZHh/rpQOp2O7du3U19fD0B4eDjPPPMMTzzxBGvXrmXWrFke2+/evZvU1FRuvPFG\nfvvb33rUNTU1cd999/Hxxx+j0+kwGAztrqRqXYdy6tQpj4XQOTk5pKWl8e9//7tdH9VqNZs3b+bM\nmTP07t3bXX6+q7Ra60+dOkVISAgAISEh/PrXvyYtLY1bb72VQYMGeeyTnZ3NnDlzzvk5CyGEEF2h\n7e/s1jADgOKllStXKs8995yyePFixeFwKH//+9+VlpaWDusURVH27t2rPPvss8q8efOUqqoqRVEU\npbGxUVm0aJHy3HPPKe+995677aKiIuXZZ59VFi5cqNjtdkVRFOWbb75RnnvuOeXZZ59Vvv7663b9\neeaZZxRFUZSTJ08qc+bMUXJzc5UXX3xROX78uFfn6XQ63eelKIpy5swZ5cUXX1SSkpKU8ePHK2az\nWVEURZk4caKyYcOGdvs3NTW5X995553K4cOHlc2bNyuzZs1S7rrrLmXbtm0e2//kJz9RmpubPY4/\nceJEZeDAgcrWrVsVRVEUi8WiKIqi1NbWKmPGjFGcTqdHG2azWZk6daoybNgwZdasWYqiKMrmzZuV\n6OhoZdKkScqkSZOUd955x2OfN954Q4mLi3Mfa9euXe66gwcPKgEBAe5zbbV+/Xrll7/8Zbtzdrlc\nHucthBBCdBevA83V4oeBpq3Nmzcr999/v6IoivLII48oZWVl7bbZs2ePcvvttys33XSTEhUVpWzb\ntk3ZvHmzMmjQICU7O7vd9hMmTPAINK2qqqqUlJSUduV333238s0335yz/w888ICyZcsWZfPmzUpO\nTs45t3vjjTeUpUuXKoqiKHV1dcq1117rrrv33nuVV155RXnggQfcZUePHlWuueYa5eTJk+3akkAj\nhBDicpE7BV+i6upqzpw5A0BoaOh5t1+yZAk5OTl8/PHHjBkzxj2t8+CDD6JSqXj99dc9tlfOhk33\n69bps+DgYIxGIwANDQ3A2QXYBw4caDfdc+DAAffr/v37e7TXmdb64OBgTpw4AZxdYBwSEsLs2bNR\nFIWSkhIAHnvsMRYuXOiemhJCCCF6ggSaS1RaWsrEiRNJS0tj9uzZzJs3D2i/yLd10XB6ejpZWVnc\nd999HtuoVCpeffVVvvrqK1auXMnx48e55ZZbKCsr484772Tz5s00NTVxyy23cPPNN3PPPfewcOFC\nAJ588kl+8pOf8NOf/pTc3Fw0Gg01NTW8+OKLwNkFw+PHjyc1NZWmpiZuvvlmAN566y33VU4LFizA\n5XIxc+ZMd59eeeUVd/2LL76I0+kkNzfXfcPChQsXkpOTw7Zt29i8eTMLFy50X+30hz/8oZs+cSGE\nEOLcVMr5/lwXwNk73zqdTrnz7UVQFIWWlhZ69erV010RQgjh52SE5iJI9hNCCCGuTBJoLpBKpcLl\ncvV0N3yKy+XyeLaXEEII0V1kyukinDlzBkVR0Gg08giETiiKgsvlwuFw0KtXL/mshBBCdDsJNBfJ\n6XTK84kugEqlkuAnhBDispFAI4QQQgifJwschBBCCOHzJNAIIYQQwudJoBFCCCGEz5NAI4S4Knzw\nwQc888wztLS09HRXhBDdQNPTHRBCiO7W1NTEgw8+SFRUFBEREcyePbunuySE6GIyQiOE8HsffPAB\niYmJLFmyhP/93/+Vu34L4Yck0Agh/N6mTZv4+c9/zg033IDT6WTv3r093SUhRBeTQCOE8Hs7d+7k\n2muvRaVScfvtt/PBBx/0dJeEEF1MAo0Qwq+dOXOGPXv2kJSUBMCkSZP47LPPerhXQoiuJoFGCOHX\nDh48SEREBEajEYAf//jHfPHFF7KORgg/I4FGCOHXDh48yPDhw93vY2JicDqdfPvttz3YKyFEV/P6\nsu2CggLMZjNhYWFkZWUREBDQaV15eTkFBQUEBAQwbdo0oqKiaG5uJj8/n4aGBlJSUkhPTweguLiY\nkpISjEYj2dnZBAUFUVNTw9KlS3G5XGRmZjJ69Giqqqp444030Gg06HQ6Zs+ejVarZfv27RQVFaHV\nann88cfp16+ft6crhPAxBw8eZNiwYe73KpWKH//4x+zYsYPBgwf3YM+EEF3JqxGaqqoqLBYLJpOJ\nyMhItm/fft661atXk5OTw6xZs1i1ahUAW7ZsITk5GZPJxJ49e7BYLDQ0NLBz507y8vIYP348Gzdu\nBKCwsJCsrCzmzp3LmjVrAIiKiiIvL4/c3FyGDh3Kjh07cLlcbNiwAZPJREZGBuvWrfPmVIUQPuqH\ngQbguuuu48svv+yhHgkhuoNXgaaiooLExEQAkpKSKC8v77SupaUFtVqNXq8nNDQUm80GgNlsZuzY\nsQAkJiZiNpuprKxk1KhR7v0rKioAsFgshIeHo9PpMBqNWK1Wj1GhlpYWIiMjqa2tZfDgwQQEBBAf\nH091dbU3pyqE8FGHDh1qF2hGjx5NWVlZD/VICNEdvAo0NpsNvV4PgF6vx2q1dlpns9nQ6XTubdRq\nNQ6Hw6O8dVur1dquDPBYyKfT6dzlu3btYs6cOezdu5eIiIh2x5IFgEJcnWpqahg0aJBHWUJCggQa\nIfyMV2togoODsdvtANjtdgwGQ6d1bcsAnE4nGo0GvV5PY2Mjer0eu91OWFgYWq2Wurq6dm2rVCr3\n/m3Lk5KSSEpK4v3332fTpk2kpKR4HKvtKE5bZWVlHv+wZWRkePORCCGuMHV1dURERHiUjRgxgm+/\n/Ra73e7+w0sI4RvWrl3rfp2QkEBCQgLgZaCJi4ujqKiIiRMnsnv3bkaOHNlpnVarxeVyYbfbPcJI\nfHw8paWlpKamUlpayvTp09FoNBQVFQFnR1/i4+MB6Nu3L/X19RiNRmw2GwaDAYfDgUZz9lT0ej0O\nh4OBAwdSU1ODw+GgsrKS6OjoDs+h7YchhPAviqJQV1dHeHi4R7lGoyEuLo59+/aRkpLSQ70TQlyK\ncw08qBQv52JWrVrF/v37CQ0NJSsri5UrVzJ16lQCAwPb1anVavbt20dhYSEqlYpp06YRHR1NU1MT\n+fn5WK1WkpOTmTJlCvD9VU4Gg4Hs7Gx0Oh1Hjhxh2bJlHlc5ffnll2zYsAGVSoXRaGTmzJlotVpK\nSkooLi6Wq5yEuEqdPHmSmJgYTp061a7ugQce4LbbbuPhhx/ugZ4JIbqa14FGCCGuVOXl5aSnp2M2\nm9vVzZ8/n5MnT7Jo0aIe6JkQoqvJjfWEEH6ro/UzrWRhsBD+RQKNEMJvdRZo4uPjOxy5EUL4Jgk0\nQgi/dfTo0XYLglsNGzaMb775hpaWlsvcKyFEd5BAI4TwW52N0Gi1WgYPHsyhQ4cuc6+EEN1BAo0Q\nwm91dMl2W3FxcTLtJISfkEAjhPBbJ06cIDQ09Jz1cXFx7N+//zL2SAjRXSTQCCH81okTJ+jbt+85\n62NjY2WERgg/IYFGCOG3Tpw40ekNNWXKSQj/IYFGCOG3LBZLpyM0EmiE8B9yp2AhhN8KCgrixIkT\n53wApcvlIjg4mGPHjnk8XFcI4XtkhEYI4ZcaGxsB0Ol059wmICCAESNGcODAgcvVLSFEN5FAI4Tw\nS60LglUqVafbybSTEP5BAo0Qwi9ZLJZOFwS3kku3hfAPEmiEEH7pfJdst5IRGiH8gwQaIYRfupgR\nmoqKisvQIyFEd5JAI4TwSxc6QhMbGytTTkL4AQk0Qgi/dL6b6rUKCwvD4XBw4sSJy9ArIUR3kUAj\nhPBLFzrlpFKpZJRGCD8ggUYI4ZdOnjxJSEjIBW0rgUYI3yeBRgjhl06fPi2BRoiriMbbBgoKCjCb\nzYSFhZGVlUVAQECndeXl5RQUFBAQEMC0adOIioqiubmZ/Px8GhoaSElJIT09HYDi4mJKSkowGo1k\nZ2cTFBRETU0NS5cuxeVykZmZyejRo6mtreWVV16hpqaGN998k169egHwxBNPuIec7777bsaMGePt\n6QohfMTp06fp3bv3BW0bGxtLcXFxN/dICNGdvBqhqaqqwmKxYDKZiIyMZPv27eetW716NTk5Ocya\nNYtVq1YBsGXLFpKTkzGZTOzZsweLxUJDQwM7d+4kLy+P8ePHs3HjRgAKCwvJyspi7ty5rFmzBoD+\n/ftjMpmIjY316J9eryc3N5fc3FwJM0JcZRoaGi4q0MgIjRC+zatAU1FRQWJiIgBJSUmUl5d3WtfS\n0oJarUav1xMaGorNZgPAbDYzduxYABITEzGbzVRWVjJq1Cj3/q33ibBYLISHh6PT6TAajVitVrRa\nbYfPa2lqasJkMrF48WL3sYQQV4eLHaHZv38/8qxeIXyXV4HGZrO5n2Kr1+uxWq2d1tlsNo/goVar\ncTgcHuWt21qt1nZlgMc/ODqdzuOYP5SXl0dubi5JSUnu0RwhxNXhYgJN//790Wg0HDt2rJt7JYTo\nLl6toQkODsZutwNgt9sxGAyd1rUtA3A6nWg0GvR6PY2Njej1eux2O2FhYWi1Wurq6tq13fZBcz88\n5g+11o0bN46tW7d2uE1ZWRllZWXu9xkZGRf1GQghrkwXE2jg+1GaAQMGdGOvhBDeWrt2rft1QkIC\nCQkJgJeBJi4ujqKiIiZOnMju3bsZOXJkp3VarRaXy4XdbvcII/Hx8ZSWlpKamkppaSnTp09Ho9FQ\nVFQEwK5du4iPjwegb9++1NfXYzQasdls7QJN6wiOw+E4e4IaDXv37iUiIqLDc2j7YQgh/MelBpob\nb7yxG3slhPDWuQYeVIqXk8arVq1i//79hIaGkpWVxcqVK5k6dSqBgYHt6tRqNfv27aOwsBCVSsW0\nadOIjo6mqamJ/Px8rFYrycnJTJkyBfj+KieDwUB2djY6nY4jR46wbNkyXC4XGRkZjBkzBpvNxssv\nv8yhQ4cYMmQI6enpDB06lAULFhAUFERgYCAzZsy4oJtsCSF8n8PhICgoiDNnzniM6nbmhRdeoLm5\nmT/+8Y/d3DshRHfwOtAIIcSVxmKxMGzYMCwWywXv89Zbb/Huu+96DGcLIXyH3FhPCOF3Lna6Cc5O\nOZnN5m7qkRCiu0mgEUL4nUsNNAcOHJBLt4XwURJohBB+51ICTUhICHq9ntra2m7qlRCiO0mgEUL4\nnUsJNHD26ky5Y7AQvkkCjRDC71xqoJFHIAjhuyTQCCH8jgQaIa4+EmiEEH7n9OnTGI3Gi95PAo0Q\nvksCjRDC78gIjRBXH68efSCEEFei06dPExUVddH7jRgxggMHDuByuQgI8N2/906fPs369es5ePAg\n/fr1Y/Lkye7Hxwjhr3z3J1YIIc7hUkdoDAYDffv25ciRI93Qq+7X1NTEyy+/TGxsLO+//z4BAQGY\nzWYmTpzI//t//4/Tp0/3dBeF6DYSaIQQfqehoeGSAg345rSTw+HgzTffJC4ujn//+99s2bKF9evX\n8/zzz/OXv/yFyspKAgICmDRpEt99911Pd1eIbiGBRgjhdy51hAZ8K9AoisI777zD6NGjWblyJWvX\nruW9995j9OjRHtsZDAbeeOMNbrnlFiZPnkxjY2MP9ViI7iOBRgjhd7wJNL5yc71t27Yxfvx4Xnzx\nRV577TU++ugjxo0bd87tVSoVCxYsIC4ujkcffVQe8SD8jgQaIYTf8ecRmtOnT/PII49w//33k5WV\nxc6dO7nttttQqVTn3VelUvHGG2/w1VdfUVBQcBl6K8TlI4FGCOF3/DXQ1NTUcP3116PVatm3bx8P\nPvjgRV+NpdPpKCgo4Mknn6SqqqqbeirE5SeBRgjhd7wJNMOHD+fQoUM4nc4u7pV3LBYLqampPPLI\nI/ztb38jODj4kttKSkriqaee4qGHHrrizlOISyWBRgjhVxRFoaGh4ZLuFAxnRzAGDBhwRY1euFwu\nHnroIe644w7mzJnTJW0+/fTTKIrCn//85y5pT4ieJoFGCOFXbDYbOp0OtVp9yW1cadNOf//73zl6\n9CiLFi3qsjbVajUrVqzgpZdeYteuXV3WrhA9RQKNEMKvXOpznNq6kgLN8ePHmTt3LkuXLkWr1XZp\n20OGDOGVV15h6tSpcim38HkSaIQQfsWb9TOtrqRAM3fuXDIzM7nmmmu6pf2pU6eSmJjIjBkz5FJu\n4dO8fpZTQUEBZrOZsLAwsrKyPFbcd1RXXl5OQUEBAQEBTJs2jaioKJqbm8nPz6ehoYGUlBTS09MB\nKC4upqSkBKPRSHZ2NkFBQdTU1LB06VJcLheZmZmMHj0al8vF0qVLqaurY9iwYTz88MMAbN++naKi\nIrRaLY8//jj9+vXz9nSFEFc4b+4S3Co2NpYtW7Z0UY8u3RdffME///lP9u3b123HaL2Ue8KECSxa\ntKjL1uh0F4fDQWVlJYcPH6aqqgq73Y5Wq2Xw4MFERUURFRVF//79L+gyduFfvAo0VVVVWCwWTCYT\n69evZ/v27YwfP77TutWrV5OTk4PdbmfZsmXk5OSwZcsWkpOTSUtLY/78+UyYMAGNRsPOnTvJy8vj\ns88+Y+PGjdx1110UFhaSlZVF7969mT9/PqNHj+a///0v/fr1Y8aMGSxdupT9+/czfPhwNmzYwAsv\nvMD+/ftZt24djz32WJd8aEKIK5c3C4JbXQk313M4HPzmN7/hpZdeIiQkpFuPFRwczD//+U/GjRvH\n4MGDmTp1arce70IpisL+/fvZtGkTO3bs4Ouvv6aiooKBAwcybNgwYmJiMBgMNDU1UVxcTHV1NUeO\nHKGxsZFBgwYRHh5OWFgYYWFhhIeHM2TIEIYNG8awYcMYPHgwGo1/PZ9ZURQsFgvffvut+wGrRqOR\n8PBwdDpdT3ev23n1f7OiooLExETg7GWAH3/8sTvQdFR37bXXolar0ev16PV6bDYbAGazmQcffBCA\nxMREzGYzvXr1YtSoUe79lyxZApy9dDE8PBwAo9GI1WqloqKClJQU97YVFRXo9XoGDx5MQEAA8fHx\nrFy58oLPq6amxpuPBaBL/jroqr8wpC/d1470pfva0Ov1l/QLpyvW0AwbNoxvvvmGM2fOEBgY6FVb\nlyo/P5/Q0FAeeOCBy3K8QYMGsXHjRn7605/Sq1cv7r333sty3I6cPn2alStX8re//Y3jx49zyy23\nMGHCBGbOnMmoUaPOe8m61Wrl22+/pb6+nmPHjnHs2DGOHj3Ktm3bWLVqFQcPHuTo0aNERUUxdOhQ\nIiMjiYiIIDw8nIiICCIiIhg4cCADBw4kJCSky362XC4Xhw4dQqVSERUVdUnfW1arFbPZzMGDB92j\nVG3/q1Kp3GHN6XTS0NBAXV0dQUFBDBo0iKioKAYPHszgwYMJCwvD4XBgt9uxWCweX83NzURGRhId\nHc2wYcMYPnw4w4cPJyYmpsvXcnWmpaWFY8eOUV9fT319Pbfddts5t/Uq0NhsNvc0jl6vx2q1+QZI\nzAAAIABJREFUdlrXevVBK7VajcPh8Chv3fbMmTPtygCPOd6O2j3Xsc41N1xWVkZZWZn7fUZGBtde\ne+2lfyidHOtyt9FV7Uhfuq+NrmrHH/uiVquZMmUKJpOJmJiYC96vK6actFotkZGRHD58mNjYWK/a\nuhS7d+9m/vz5bNu27bJOnSQkJPDBBx9w2223odVq3dP/l4vNZiM/P58///nPTJo0iZdffplJkyZd\n9M0DDQYD8fHxxMfHn3Ob5uZmqqqqOHToELW1tdTV1VFdXc2OHTuora11fzU3NxMcHOz+Q/yHr3U6\nHb169UKn0zF06FASEhJISEggJiYGp9NJWVkZn376KR999BGffPIJBoMBlUpFfX09CQkJ3HDDDdxw\nww38+Mc/JjIykqCgIBobG6mvr6eiogKz2UxFRQXl5eVUVFRw/PhxRowYwYgRIxgyZAgjRozgpz/9\nKTExMQwZMoQ+ffq0O9fWkZuamhqOHDnCkSNH+Oabb9i3bx+BgYHodDrCwsKIi4ujb9++9O3bF61W\nS01NDYcPH+brr7/mvffeo7Kykm+//Zbw8HBCQ0Pp168fffv2pV+/fhgMBnr16tXhV0tLC3a7Hbvd\njs1m8/jvmTNncDgcHl+NjY3uEGO32wkNDWXAgAGEhYVx2223sXbtWve5tX7e4GWgCQ4Oxm63A2C3\n2zEYDJ3WtS0DcDqdaDQa9Ho9jY2N6PV67HY7YWFhaLVa6urq2rXd9ofbZrNhMBjc+7fdtrWtVuf6\ngWj7YbTqihEaIYR3amtrWbp0Kddffz0ffvihe8T3fLpihAa+Xxh8uQNNXV0d99xzD4sXL+6RMJWU\nlMSGDRv4+c9/zunTp/nVr37V7cdsamrir3/9KwsXLiQ1NZVPP/2UkSNHdusxe/XqRVxcHHFxceft\nW+sv4x/+Um593foL+8CBA2zdupW9e/dSU1ODSqUiNjaWG2+8kXvuuYf8/HwGDRoEnP39tWvXLkpK\nSli3bh1z5syhvr6eM2fOoNVqCQ0NJS4ujvj4eOLi4vjZz37GyJEjiY6OvuiAp1Kp6NevH/369Wv3\n4NKLdebMGY4cOcKJEyewWCycOHGCEydOYLVaaW5uprm52T3C0/ql1WrdITAkJISBAwe6g6FWq0Wj\n0Xh8BQUFERYWxoABA+jTp0+7UJ+RkdFh37wKNHFxcRQVFTFx4kR2797t8Q3YUZ1Wq8Xlcrm/EVpD\nSnx8PKWlpaSmplJaWsr06dPRaDQUFRUBsGvXLnfS7tu3L/X19RiNRnegiY+P5+uvv2bkyJHs3r2b\nSZMmMXDgQGpqatwLyKKjo705VSHEZTZw4ECef/55hg4dytSpU9m1a9cF3VumK0Zo4GygMZvN3HHH\nHV63daGOHDnCzTffzCOPPMIvf/nLy3bcH7ruuuvYunUrt99+O4cPHyYnJ8er+/qcS0tLC3//+995\n8cUXSU5O5l//+hdjx47t8uN4IygoiKCgoIu+qMThcBAQEHDO8BEcHMyNN97IjTfe2G6/K3ltT2Bg\nIEOHDmXo0KE93ZV2vLpse8iQIYSEhJCbm8uRI0e4/vrrWb58OWfOnOmwDiAzM5MFCxawePFi99xw\nWloa//nPf8jNzWXUqFH069eP3r17k5yczLx58/j888/d82b3338/S5YsYf78+dx3330ApKSk8N13\n35Gbm4tWqyU2Nha1Ws0dd9yByWRi7dq13HPPPd6cqhCihzz00EMYjUbee++9C9q+q0doLpcDBw4w\nceJEpk2bxrPPPnvZjnsuo0aNoqSkhE2bNnHTTTfxySef4HK5uqRth8PBihUrGDlyJOvXr+edd97h\n//7v/664MOMNjUZz0SMprfuJS6NS5MYDQogrXGFhIQUFBe5R287MmjWLuLg4Zs2a5dUxi4uLefXV\nV/nwww+9audCHDx4kAkTJvD888/z6KOPdvvxLobT6eQf//gHf/rTnzh+/DgjR44kIiKCkJAQ91fv\n3r0JCQkhPDycgQMHEhkZSf/+/dv9Qj958iRr1qxh0aJFDB48mLy8PCZOnNhDZyb8jQQaIcQV79Sp\nU0RFRVFbW3veK1wefvhhJk2axCOPPOLVMffv38+tt97KoUOHvGrnfGw2GzfccAOPPvqo1yGsu1VV\nVVFZWUldXR2nT5/m1KlTnDp1itOnT3Py5Enq6+upqamhtraWhoYG99VCERERHDt2jLKyMtLS0njy\nySeZMGFCT5+O8DMytiWEuOKFhISQnJzMp59+yu23397ptl21hmbIkCHU1NTQ3NxMr169vG7vXP7w\nhz+QmJjIzJkzu+0YXSUmJuaCrzhramqirq6Ompoa6urqCAsLIykpqUumA4XoiAQaIYRPuOGGG/ji\niy/OG2i6ag1NYGAgMTExHDx4kB/96Edet9eRXbt28dZbb1FWVuZ3d7YNCgpiyJAhDBkypKe7Iq4S\n8iwnIYRPGDduHCUlJefdrivuFNwqLi6O8vLyLmmrI7///e8xmUyEhoZ22zGEuFpIoBFC+ISUlBR2\n7dp13u264uGUrcaMGUNpaWmXtPVDJSUlmM1mfv3rX3dL+0JcbSTQCCF8wqBBg7Db7Zw4caLT7bpy\nhCYxMbHbAk1eXh45OTmX9TbyQvgzCTRCCJ+gUqkYNWrUeZ883dUjNF9//XWXtNXWf/7zH0pLS72+\nEksI8T0JNEIInzFq1Cj27t17znqXy+W+g3hXiI+Pp7q62uMxKl3hT3/6E0899VS3Xj0lxNVGAo0Q\nwmeMGDGCysrKc9a3PpS2q27THxgYSHx8fKch6mJVV1ezadMmWTsjRBeTQCOE8BlDhgzh8OHD56zv\nyvUzrbp62mnJkiU8/PDDXTYtJoQ4SwKNEMJnnC/QdOX6mVZJSUn897//7ZK2bDYbb775JtnZ2V3S\nnhDiexJohBA+oydGaMaNG8cXX3zRJW2tWLGCiRMnXpFPKhbC10mgEUL4jIiICE6ePEljY2OH9d0R\naJKTk9m7d+85j3mhXC4Xr732GrNnz+6ingkh2pJAI4TwGQEBAURHR1NVVdVhfXdMOel0On70ox95\nPe30r3/9C71eLw9lFKKbSKARQviUzqadumOEBmD8+PF8+umnXrXxyiuvMHv2bL97ZpMQVwoJNEII\nn3K5R2gAbrnlFj788MNL3n/Pnj3s2bOHzMzMLuyVEKItCTRCCJ8SGRlJbW1th3XdNUIzadIkduzY\nQUNDwyXt/+qrrzJjxgy5kZ4Q3UgCjRDCpwwcOPCcgaa7RmgMBgPXX389mzZtuuh9jx07xjvvvMNv\nfvObLu+XEOJ7EmiEED4lMjKSmpqaDuu6a4QG4Fe/+hXLly+/6P1ef/117r33XsLCwrq+U0IIN403\nOxcUFGA2mwkLCyMrK4uAgIDz1peXl1NQUEBAQADTpk0jKiqK5uZm8vPzaWhoICUlhfT0dACKi4sp\nKSnBaDSSnZ1NUFAQNTU1LF26FJfLRWZmJqNHj6a2tpZXXnmFmpoa3nzzTfew7hNPPEG/fv0AuPvu\nuxkzZow3pyuEuAJ0FmhOnTrVbXfgzcjI4KmnnuLIkSMMHjz4gvaxWCzk5+fz+eefd0ufhBDfu+QR\nmqqqKiwWCyaTicjISLZv335B9atXryYnJ4dZs2axatUqALZs2UJycjImk4k9e/ZgsVhoaGhg586d\n5OXlMX78eDZu3AhAYWEhWVlZzJ07lzVr1gDQv39/TCYTsbGxHn3Q6/Xk5uaSm5srYUYIP9FZoLFY\nLPTt27dbjhscHMyjjz7Ks88+e8H7mEwm7rrrLuLi4rqlT0KI711yoKmoqCAxMRE4e2vw8vLy89a3\ntLSgVqvR6/WEhoZis9kAMJvNjB07FoDExETMZjOVlZWMGjXKvX9FRQVw9h+s8PBwdDodRqMRq9WK\nVqtFp9O162NTUxMmk4nFixe7jyWE8G3h4eF89913OByOdnUnT57stkAD8Ic//IFt27bx3HPPsW/f\nPrZt28aKFStYvHgxH3/8MU6n073thx9+yNtvv82CBQu6rT9CiO9d8pSTzWZzT+fo9XqsVut561uf\nhNtKrVbjcDg8ylu3PXPmTLsyAEVR3PvrdDqsVisGg6HDPubl5WEwGPj3v//NmjVr5Om2QvgBjUZD\n//79qa+vJzIy0qPOYrHQp0+fbjt279692bp1K7/73e+YMmUKffr0ITY2lj59+rB8+XLq6ur4xS9+\ngUajobCwkHfeeYfQ0NBu648Q4nvnDTQnT57ktddea1c+duxY7HY7AHa7vV2oCA4OblfftgzA6XSi\n0WjQ6/U0Njai1+ux2+2EhYWh1Wqpq6tr137bm1J1dNy2WuvGjRvH1q1bO9ymrKyMsrIy9/uMjIxz\nfxhCiCtC67RTR4GmO0doAAYPHsxbb73VYZ3ZbOb999+nubmZHTt2yDObhOgGa9eudb9OSEggISEB\nuIBA06dPH3Jzc9uVHz58mKKiIiZOnMju3bsZOXKkR31cXFy7eq1Wi8vlwm63e4SR+Ph4SktLSU1N\npbS0lOnTp6PRaCgqKgJg165dxMfHA9C3b1/q6+sxGo3YbLZ2gaZ1BKd1OFqj0bB3714iIiI6PL+2\nH4YQwjecax1Nd085nU9cXBxPP/10jx1fiKvBuQYeVErbOZyLtGrVKvbv309oaChZWVmo1WqWL1/O\n1KlTCQwM7LB+3759FBYWolKpmDZtGtHR0TQ1NZGfn4/VaiU5OZkpU6YA31/lZDAYyM7ORqfTceTI\nEZYtW4bL5SIjI4MxY8Zgs9l4+eWXOXToEEOGDCE9PZ2hQ4eyYMECgoKCCAwMZMaMGe4pMCGEb3vs\nscdISUlh+vTp7rKWlhaCg4NpaWmRxwsIcRXyKtAIIURPaB01NplM7rKjR48yevRojh071lPdEkL0\nILmxnhDC53Q05XTy5MluXRAshLiySaARQvicjgLN5VgQLIS4ckmgEUL4nI4eUNnTC4KFED1LAo0Q\nwudERkby7bffepR19z1ohBBXNgk0QgifM2DAACwWCy0tLe4ymXIS4uomgUYI4XPUajUDBgzwmHaS\nRcFCXN0k0AghfNLgwYM9pp2OHz8u95oS4iomgUYI4ZMGDRrkEWjq6+sJDw/vwR4JIXqSBBohhE/6\nYaA5evSoBBohrmISaIQQPqmjEZoBAwb0YI+EED1JAo0QwifJCI0Qoi0JNEIIn9Q20LhcLr777jvC\nwsJ6uFdCiJ4igUYI4ZNiYmI4fPgwACdOnMBoNKLVanu2U0KIHiOBRgjhk6Kjozl69CjNzc0cOXKE\nyMjInu6SEKIHSaARQvgkjUZDVFQUhw4d4uDBgwwfPrynuySE6EESaIQQPmvEiBFUVlZSWVkpgUaI\nq5wEGiGEz4qLi2Pfvn1UVlYybNiwnu6OEKIHSaARQvis66+/npKSEvbv38+IESN6ujtCiB6kUhRF\n6elOCCHEpTh8+DDXXXcdLS0tVFZWEhoa2tNdEkL0EE1Pd0AIIS5VTEwMer2eoUOHSpgR4irn1QhN\nQUEBZrOZsLAwsrKyCAgIOG99eXk5BQUFBAQEMG3aNKKiomhubiY/P5+GhgZSUlJIT08HoLi4mJKS\nEoxGI9nZ2QQFBVFTU8PSpUtxuVxkZmYyevRoqqqqeOONN9BoNOh0OmbPno1Wq2X79u0UFRWh1Wp5\n/PHH5Um8Qvghm82GSqVCr9f3dFeEED3oktfQVFVVYbFYMJlMREZGsn379guqX716NTk5OcyaNYtV\nq1YBsGXLFpKTkzGZTOzZsweLxUJDQwM7d+4kLy+P8ePHs3HjRgAKCwvJyspi7ty5rFmzBoCoqCjy\n8vLIzc1l6NCh7NixA5fLxYYNGzCZTGRkZLBu3bpLPVUhxBUsODhYwowQ4tIDTUVFBYmJiQAkJSVR\nXl5+3vqWlhbUajV6vZ7Q0FBsNhsAZrOZsWPHApCYmIjZbKayspJRo0a596+oqADAYrEQHh6OTqfD\naDRitVo9RoZaWlqIjIyktraWwYMHExAQQHx8PNXV1Zd6qkIIIYS4wl1yoLHZbO6/ivR6PVar9bz1\nNpsNnU7n3katVuNwODzKW7e1Wq3tygDazpDpdDp3+a5du5gzZw579+4lIiKi3bFk7bMQQgjhv867\nKPjkyZO89tpr7crHjh2L3W4HwG63YzAYPOqDg4Pb1bctA3A6nWg0GvR6PY2Njej1eux2O2FhYWi1\nWurq6tq1r1Kp3Pu3LU9KSiIpKYn333+fTZs2kZKS4nGsH67vaVVWVkZZWZn7fUZGxvk+EiGEEEL0\nkLVr17pfJyQkkJCQAFxAoOnTpw+5ubntyg8fPkxRURETJ05k9+7djBw50qM+Li6uXb1Wq8XlcmG3\n2z3CSHx8PKWlpaSmplJaWsr06dPRaDQUFRUBZ0df4uPjAejbty/19fUYjUZsNhsGgwGHw4FGc/ZU\n9Ho9DoeDgQMHUlNTg8PhoLKykujo6A7Pr+2HIYQQQogr27kGHry6ymnVqlXs37+f0NBQsrKyUKvV\nLF++nKlTpxIYGNhh/b59+ygsLESlUjFt2jSio6NpamoiPz8fq9VKcnIyU6ZMAb6/yslgMJCdnY1O\np+PIkSMsW7bM4yqnL7/8kg0bNqBSqTAajcycOROtVktJSQnFxcVylZMQQgjh5+TGekIIIYTwefLo\nAyGEEEL4PAk0QgghhPB5EmiEEEII4fMk0AghhBDC50mgEUIIIYTPk0AjhBBCCJ8ngUYIIYQQPk8C\njRBCCCF8ngQaIYQQQvg8CTRCCCGE8HkSaK4ibZ8qLoQ/ke9t4c/k+/vCSKC5isgPhfBX8r0t/Jl8\nf18YCTRCCCGE8HkSaIQQQgjh81SKoig93QkhhBBCCG/ICI0QQgghfJ4EGiGEEEL4PAk0QgghhPB5\nEmiEEEII4fM03jZQUFCA2WwmLCyMrKwsAgICOq0rLy+noKCAgIAApk2bRlRUFM3NzeTn59PQ0EBK\nSgrp6ekAFBcXU1JSgtFoJDs7m6CgIGpqali6dCkul4vMzExGjx7tPt57773HF198wYIFCwB44okn\n6NevHwB33303Y8aM8fZ0cTgcOJ1Or9vxNyqVCrVajVqt7umuCCGEuAp5FWiqqqqwWCyYTCbWr1/P\n9u3bGT9+fKd1q1evJicnB7vdzrJly8jJyWHLli0kJyeTlpbG/PnzmTBhAhqNhp07d5KXl8dnn33G\nxo0bueuuuygsLCQrK4vevXszf/58d6Bpamqiurrao396vZ7c3FxvTtFDS0sLKpUKrVbbZW36C0VR\nOHPmDIqioNF4nZOFEEKIi+LVlFNFRQWJiYkAJCUlUV5e3mldS0sLarUavV5PaGgoNpsNALPZzNix\nYwFITEzEbDZTWVnJqFGj3PtXVFQAYLFYCA8PR6fTYTQasVqtwNnRnMmTJ3v0r6mpCZPJxOLFi93H\nulSKoqAoCoGBgahUKvn6wVdAQAC9evXC4XB49TkLIYQQl8KrQGOz2dDr9cDZ0ZDWcHGuOpvNhk6n\nc2+jVqtxOBwe5a3bWq3WdmVwNli00ul0WK1W7HY71dXVxMbGevQvLy+P3NxckpKSWLNmjTeniqIo\nqFQqr9q4GshnJIQQoid4NTcQHByM3W4HwG63YzAYOq1rWwbgdDrRaDTo9XoaGxvR6/XY7XbCwsLQ\narXU1dW1a7vtL8zW8o5GZwD3PuPGjWPr1q0dnkNZWZnHczIyMjLOeb5tj221WnnggQewWq00Nzdz\nxx13MGDAAB599FGcTicTJ07kvffeIywsDDg7guRyufjZz352zvYvxBNPPMHu3bsZMGAA//jHPzwC\notPp5OGHH+abb77B4XDwm9/8hgcffJAJEyagVqvdoykbNmxwh02A4cOHExMTQ0tLCz/5yU9YuHAh\n3377Lffffz+ffvopAHfeeSeLFi3i7bff5pNPPkGlUuFyudi2bRu1tbX079/fq/MSQgghLsTatWvd\nrxMSEkhISAC8DDRxcXEUFRUxceJEdu/ezciRIzut02q1uFwu7Ha7R0iJj4+ntLSU1NRUSktLmT59\nOhqNhqKiIgB27dpFfHw8AH379qW+vh6j0YjNZsNgMFBXV8f+/ftRFIXa2lreffdd0tPT3es59u7d\nS0RERIfn0PbDuBgrVqxg8uTJzJgxA4CjR49y1113kZmZyYoVK7jvvvvcYQbgjjvuuOhj/NAXX3yB\n1Wrl448/ZvXq1fz1r3/lt7/9rbu+qKiImJgYVq1aBcCpU6eAs0Fs06ZNBAYGdthu//793YHv5ptv\npr6+nkGDBjF58mSWLVtGeHg4w4cPb/dZvfrqq4wfP17CjBBCiMvmXAMPXgWaIUOGEBISQm5uLqGh\noaSnp7N8+XKmTp3aYR1AZmYmCxYsQKVSMW3aNADS0tLIz8/no48+Ijk52X1lUnJyMvPmzcNgMJCd\nnQ3A/fffz5IlS3C5XO6TmjlzprtPOTk5/OIXv+DUqVMsWLCAoKAgAgMD3cGjq+h0Oj7++GPuuece\nBgwYQHh4OM888wxPPPEElZWVfPTRRx7bv/nmmzidTh577DHuv/9+jh49isvl4q233iI0NJS7774b\nu92OSqXiww8/5Pnnn+fgwYMcP34cjUbDmjVrqKysJCkpCYBrrrmGNWvWeAQanU7HV199xTfffENU\nVBQhISHA2ekyl8t1znNpncZzOp04HA6CgoIAeOqpp7jpppsA2Lhxo8c++/btY82aNe4RHCGEEKIn\nybOcLpDL5cLpdLpHORwOB//zP//DunXr0Ov1LF++nNjYWG666SZ+//vfc+edd3rs3zbQNDU1ERQU\nxLp169izZw8PPPAAL7zwgntkBWDevHmo1Wqef/55/vKXv+B0OpkwYQIvvPAC69evZ8mSJaxbt65d\ncMrPz6egoIDm5mb+9re/cd1113lMORmNRt5//32PfVqnnOrq6rj22mtZsWKFu+7hhx/G4XBQUFDg\nLnM6ndx000389a9/9bhsHqC5uZlevXp592ELIYQQF0lurHeJNBoNf/jDH/jqq6944YUXeO655wAY\nNmwYQ4cOPed+TqeTJ598ktTUVBYtWkRtbS1xcXFcd911PPjgg+Tm5rpHU1JSUgC49tprOXDgAElJ\nSVx//fWkpaVRXV3d4TTarFmz2L59O4WFhTz99NPu8k2bNvHRRx+1CzPw/ZTT3r176du3L+vXrwdg\n9+7dnD59GovFwt69e93bv/DCC0yZMqVdmBFCCCF6igSaS1RdXc2ZM2cACA0NveD9du7cSVNTEx9/\n/DFPP/20+/4t2dnZrFy5kiNHjrBjxw4AvvrqKwC+/PJLRowYAcCcOXPYunUrcXFxTJkyxaPt2tpa\n96Lr/v37eyxivpApJ/h+jRLA008/zZ/+9CcWLVrE7373OwB27NjBJ5984n4vhC+yWq3u+1oJIfyD\n3AHtEpWWlpKZmYlOp0NRFJYsWQK0v2x5xowZvP766+73o0aNYv/+/dx+++3uy8wrKyt57LHHUKvV\n9O7dm6SkJIqKijh8+DC33XYbarWat99+G0VRSEtLQ6PRkJSUxEsvvQTA/Pnzeeihhzhy5AhPPfUU\nWq0Wp9PJwoUL3ce97bbb3Fc5FRQU8MEHH5CYmMi1116LxWIhLS0Np9OJwWBg9erVrF69mpSUFIYP\nHw7A0KFD2bBhA/n5+Xz33XekpaW5L2VfunRpu0vmhbiStd7FfPbs2dx7771ys0wh/ICsoblAP1xD\n093mzZvHhAkTuPXWWy/L8bqKrKERviAzM5Of/exnLFmyhPnz55OWltbTXRJCeEmmnC7C5cx+coM6\nIbrPf/7zH6677jomT55McXFxT3dHCNEFZITmAimK4r46ScJGx1wuFy0tLe7LvoW4Eh0/fpxhw4Zh\nsVj45JNPePbZZ/n88897ultCCC/JGpoLpFKp6NWrF83NzRJozkFRFJluEle8AwcOEBsbS0BAAMnJ\nyezevRuHwyEPVRXCx8lP8EUICAggKCjosk49+RIJesIXVFVVMWTIEABCQkIYNGgQ+/btY8yYMT3b\nMSGEVyTQXAL5xS2E76qqqiImJsb9PjExkT179kigEcLHyaJgIcRV5fDhwx6BZuTIkZSXl/dgj4QQ\nXUECjRDiqlJdXe0RaH70ox+xb9++HuyREKIrSKARQlxVamtriYyMdL8fOXKkBBoh/IAEGiHEVeXY\nsWOEhYW538fHx3PgwAGcTmcP9koI4S0JNEKIq4aiKO0CTXBwMOHh4Rw6dKgHeyaE8JYEGiHEVcNm\ns6FSqQgODvYoHzFiBAcPHuyhXgkhuoIEGiHEVeOHozOthg0bJoFGCB8ngUYIcdWor69nwIAB7col\n0Ajh+yTQCCGuGjJCI4T/kkAjhLhqHD9+nP79+7crl0AjhO+TQCOEuGqcOnWKPn36tCsfNmwYlZWV\n8pw2IXyY189yKigowGw2ExYWRlZWFgEBAZ3WlZeXU1BQQEBAANOmTSMqKorm5mby8/NpaGggJSWF\n9PR0AIqLiykpKcFoNJKdnU1QUBA1NTUsXboUl8tFZmYmo0ePpqqqijfeeAONRoNOp2P27NlotVq2\nb99OUVERWq2Wxx9/nH79+nl7ukIIH3by5ElCQkLalfft2xeVSoXFYpF/J4TwUV6N0FRVVWGxWDCZ\nTERGRrJ9+/bz1q1evZqcnBxmzZrFqlWrANiyZQvJycmYTCb27NmDxWKhoaGBnTt3kpeXx/jx49m4\ncSMAhYWFZGVlMXfuXNasWQNAVFQUeXl55ObmMnToUHbs2IHL5WLDhg2YTCYyMjJYt26dN6cqhPAD\np06d6jDQqFQqmXYSwsd5FWgqKipITEwEICkpyeMBbx3VtbS0oFar0ev1hIaGYrPZADCbzYwdOxY4\n++Rbs9lMZWUlo0aNcu9fUVEBgMViITw8HJ1Oh9FoxGq1eowKtbS0EBkZSW1tLYMHDyYgIID4+Hiq\nq6u9OVUhhB84V6CB76edhBC+yatAY7PZ0Ov1AOj1eqxWa6d1NpsNnU7n3katVuNwODzvWT5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Mfk7e1NcXFxo+1dEWgArr32Wp588kmmTp3Khx9+yLBhw/j73//O6NGj5d21hehgzXU8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\nQl+ZjAAAAABJRU5ErkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11de56198>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Combine into a single Stream object.\n",
"st_all = st.copy() + st_synth.copy()\n",
"\n",
"print(st)\n",
"print(st_synth)\n",
"\n",
"# Filter to a period band from 1 to 10 seconds to highlight\n",
"# the P phase and force the same band limit on both.\n",
"st_all.detrend(\"demean\")\n",
"st_all.taper(0.05)\n",
"st_all.filter(\"bandpass\", freqmin=0.1, freqmax=1.0, corners=3)\n",
"\n",
"# Cut window around the P arrival\n",
"starttime = st_synth[0].stats.starttime + 470\n",
"endtime = st_synth[0].stats.starttime + 550\n",
"st_all.trim(starttime, endtime)\n",
"\n",
"# A couple of tricks to make ObsPy create a plot with real data,\n",
"# the three single synthetic streams, and all synthetic streams at\n",
"# once.\n",
"st_all += st_all[1:].copy()\n",
"st_all[-3].stats.station = \"X\"\n",
"st_all[-2].stats.station = \"X\"\n",
"st_all[-1].stats.station = \"X\"\n",
"st_all.plot()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.5.1"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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